tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1456
objective=binary sigmoid:1
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=3451 3473 3503 3485 3485 3476 3511 3504 3503 3502 3506 3505 3479 3491 3501 3523 3502 3493 3483 3484 3484 3500 3524 3503 3498 3522 3507 3494 3501 3505 3501 3506 3480 3502 3477 3495 3509 3518 3496 3472 3500 3513 3518 3500 3493 3531 3517 3483 3514 3484 3503 3518 3470 3486 3515 3516 3496 3499 3524 3496 3496 3494 3504 3528 3527 3503 3511 3530 3521 3508 3499 3513 3506 3524 3511 3513 3533 3515 3512 3497 3488 3512 3517 3524 3497 3518 3503 3523 3477 3530 3529 3516 3514 3507 3509 3521 3525 3505 3501 3498 3513 3518 3514 3528 3513 3508 3520 3533 3515 3497 3497 3524 3495 3516 3521 3519 3532 3512 3519 3492 3540 3524 3533 3517 3514 3490 3528 3516 3504 3506 3525 3516 3527 3499 3529 3521 3509 3527 3474 3506 3526 3516 3527 3524 3515 3535 3554 3538 3540 3525 3503 3527 3514 3511 3537 3524 3512 3502 3500 3513 3508 3519 3531 3523 3521 3514 3539 3537 3543 3502 3529 3527 3537 3517 3540 3520 3518 3541 3542 3535 3527 3515 3547 3549 3545 3537 3521 3561 3533 3542 3505 3542 3540 3517 3534 3554 3527 3525 3530 3541 3526 3541 3530 3538 3528 3515 3516 3498 3536 3530 3567 3542 3533 3528 3532 3550 3514 3538 3561 3523 3528 3564 3567 3554 3573 3584 3536 3568 3603 3591 3549 3561 3587 3559 3553 3548 3534 3553 3557 3559 3549 3550 3546 3578 3564 3590 3600 3567 3584 3533 3581 3594 3554 3581 3544 3566 3604 3562 3555 3572 3547 3545 3565 3560 3552 3530 3575 3603 3592 3602 3582 3560 3570 3571 3588 3568 3583 3583 3575 3595 3566 3572 3596 3565 3587 3554 3639 3567 3574 3606 3589 3602 3604 3579 3580 3568 3567 3578 3611 3604 3575 3582 3576 3583 3609 3570 3602 3566 3611 3563 3623 3578 3579 3589 3607 3595 3588 3606 3556 3574 3582 3584 3607 3556 3556 3601 3564 3583 3577 3567 3597 3589 3569 3593 3596 3570 3580 3621 3575 3585 3575 3603 3573 3605 3617 3588 3618 3594 3582 3568 3591 3578 3580 3624 3576 3589 3580 3576 3581 3581 3585 3578 3575 3581 3560 3607 3586 3589 3602 3580 3608 3582 3597 3592 3569 3590 3602 3609 3592 3616 3592 3611 3603 3613 3601 3573 3605 3598 3625 3608 3577 3580 3583 3584 3588 3623 3582 3616 3582 3604 3585 3606 3621 3594 3616 3594 3630 3628 3646 3583 3624 3594 3583 3583 3590 3646 3607 3644 3643 3583 3596 3637 3594 3602 3595 3597 3637 3608 3605 3592 3612 3573 3608 3582 3659 3639 3620 3629 3601 3602 3584 3591 3604 3587 3617 3582 3594 3648 3594 3618 3607 3603 3594 3610 3587 3623 3583 3637 3636 3597 3610 3630 3644 3601 3643 3680 3644 3644 3654 3687 3589 3671 3641 3593 3666 3647 3613 3606 3671 3651 3611 3669 3609 3655 3625 3647 3660 3659 3676 3688 3653 3664 3627 3612 3631 3630 3657 3665 3678 3640 3685 3614 3681 3645 3664 3676 3689 3655 3672 3629 3713 3644 3631 3622 3633 3634 3642 3625 3638 3652 3594 3678 3600 3625 3654 3615 3692 3668 3673 3626 3616 3658 3649 3683 3693 3690 3706 3668 3685 3666 3657 3677 3678 3674 3689 3670 3675 3667 3655 3673 3694 3657 3664 3665 3681 3690 3666 3677 3633 3667 3666 3674 3668 3657 3669 3654 3664 3686 3679 3660 3646 3658 3651 3691 3653 3626 3683 3664 3693 3661 3682 3675 3684 3703 3671 3690 3684 3711 3674 3680 3686 3681 3668 3663 3702 3671 3668 3690 3684 3703 3690 3714 3653 3719 3713 3711 3712 3714 3678 3699 3696 3707 3707 3696 3729 3683 3715 3708 3713 3664 3706 3691 3688 3710 3735 3711 3727 3691 3701 3743 3707 3737 3691 3746 3687 3723 3752 3728 3761 3757 3657 3688 3749 3748 3727 3719 3746 3751 3687 3702 3703 3740 3691 3756 3711 3758 3759 3744 3746 3684 3767 3758 3721 3718 3705 3752 3740 3735 3712 3769 3782 3711 3689 3728 3755 3701 3770 3765 3745 3746 3729 3751 3714 3756 3746 3724 3778 3716 3770 3759 3735 3776 3765 3735 3782 3719 3773 3742 3771 3774 3760 3779 3754 3744 3760 3771 3763 3779 3751 3763 3781 3758 3784 3787 3798 3770 3765 3765 3798 3785 3787 3767 3787 3790 3791 3786 3777 3805 3792 3776 3797 3773 3790 3768 3778 3778 3781 3787 3799 3794 3797 3753 3810 3752 3779 3776 3775 3792 3812 3781 3782 3812 3758 3784 3799 3811 3819 3797 3775 3776 3793 3798 3815 3814 3821 3806 3814 3805 3790 3790 3816 3773 3809 3780 3805 3809 3771 3789 3810 3796 3785 3805 3731 3796 3824 3786 3807 3787 3814 3781 3839 3814 3829 3555 3678 3796 3807 3808 3783 3601 3801 3585 3673 3606 3226 3320 3221 2976 2984 3794 3074 2868 2749 3827 3809 2726 3822 2987 2727 3804 2867 2742 2751 2846 2620 3798 2868 3834 2617 3834 2510 3821 2624 2399 3816 3820 2634 3815 2397 2644 2624 2395 3848 2513 2261 3811 3821 2390 3797 3822 2520 3836 2277 3839 3806 2277 2499 3822 3831 2748 3789 2625 3811 3825 2501 3844 2391 2395 2538 3793 2383 3807 2404 3819 2635 2387 2521 2392 3817 2158 2398 3830 3814 3819 3798 3811 3826 2626 2396 2519 3800 2515 2503 3819 3852 2521 2274 3825 2491 3809 2388 2252 3818 3819 3827 2383 3807 3815 3812 3841 3808 2631 3806 3816 3796 2751 2865 3798 3804 3803 3809 3776 3817 2996 2863 3808 3815 3815 3797 3818 3798 2984 3808 3099 2977 3096 2870 2622 2982 3803 2880 2509 3820 3784 3835 2629 3822 3815 2756 3788 2756 2642 2526 3835 3803 2636 3821 3835 3805 3799 2748 2628 2522 3808 2623 2646 2642 2391 3820 3797 3826 2755 2385 2736 3837 2519 3811 2634 2397 2505 3833 2270 2389 3826 2400 2385 3830 2392 2165 2275 3816 3816 3836 2276 3807 2282 3821 3826 2383 3819 3819 2507 3835 2514 3813 3832 2622 3849 3825 3818 3832 2520 3843 2636 3817 3806 3809 2752 3812 3829 3819 3823 2505 3810 3818 3815 2750 2762 2619 2741 2746 3814 2640 2511 3838 3820 2502 3812 3816 2637 2507 2392 2288 2510 2268 3836 2268 3796 2273 2395 2287 3823 2270 3836 3827 2388 3801 2268 2402 2276 3822 2018 2162 2037 3775 3812 3833 2404 1917 2150 3835 2285 3817 3842 2150 2153 2167 2137 2041 3822 2163 2028 3848 2047 2034 2161 2030 3847 2020 1912 1930 1916 3843 2148 1926 3873 1795 1800 1793 1920 1789 1795 1795 3494 1680 3827 3867 3849 3870 2145 1917 2038 3842 3842 3824 1804 3827 1900 3842 3626 3844 2043 3731 3845 3859 3827 3836 3856 3816 2146 2398 3821 3808 3850 2505 2268 2146 1911 3843 3837 3818 3832 3822 3835 3813 2266 2401 3840 2286 3837 3845 3806 2164 3820 2515 2274 2268 2039 2009 3839 3819 2161 3821 2397 2270 2148 3821 2146 3826 2149 3833 3830 2282 2155 2147 3870 2155 2292 2162 3844 3824 3815 2288 2143 2149 3844 3818 2155 3845 2140 3848 3868 3868 3848 3828 2512 3822 3825 2166 2261 3837 3847 3820 3848 2519 2389 3827 2262 3831 2164 2261 3838 3838 2281 2272 3826 2283 3830 3844 3854 3846 2394 2515 2398 2139 2157 3826 3815 3829 3835 2281 2141 3857 2275 3697 3840 3850 2268 2259 2273 3842 3810 3819 2385 2153 2167 2264 2158 2038 3843 3856 3840 3848 2251 2168 3854 3835 3847 2283 3850 3846 3850 2269 3840 3831 2273 3836 3833 3818 3827 2402 2285 2275 2279 3819 3833 2381 2393 3843 2254 2271 3856 3824 3819 2392 3869 2163 3830 3839 3821 3836 3846 2404 2403 2160 2369 3850 2160 2279 2394 3835 3846 2037 3858 3843 2272 2263 1924 3823 2146 3836 2151 2409 3832 3826 3830 3826 2156 3838 3836 2271 3835 3838 3840 3831 2270 3847 2394 2277 2272 3852 3839 3860 3833 3864 3854 3844 3827 3838 2495 2495 2268 2283 3831 2284 2393 3860 2155 3718 2268 3845 2379 3830 3865 2282 2139 2157 2153 2266 2151 2040 2151 2015 3251 3598 1928 1914 3725 3600 3719 2027 3853 2049 2035 1916 1797 1897 3501 1928 3493 3511 2017 3503 2152 3489 1931 3608 2161 1799 1799 1799 1809 1913 3501 1684 3499 3243 1901 3748 1798 1916 1800 3361 3134 1808 3358 1687 1913 3246 3506 3013 1791 3261 1927 3255 3838 3264 3110 2035 3390 1914 1802 3356 3495 3500 1932 3383 3599 2036 2025 3719 3271 2042 1913 1922 3392 1910 1912 1794 3135 3488 3385 3612 3252 1898 1787 3129 3258 1808 3128 3485 2154 3626 2043 1919 3493 3480 3130 3726 3602 3505 3251 2143 3500 3494 3617 2046 3728 2274 3364 2037 3494 2157 1920 3118 1923 1925 2168 3599 3387 2022 3353 3724 2158 1931 1806 3614 3492 2020 3601 3248 1924 3253 2032 3500 1922 2032 3614 1800 3137 2034 3390 2043 3030 3376 2154 3365 1898 1905 1803 1803 3238 2043 2139 1794 1924 3138 3016 1810 1908 3140 3037 3010 1918 1784 1671 1807 3142 1672 1798 1791 2895 1688 3133 1791 1805 1810 1680 1679 1662 1562 1688 2784 3016 1674 1564 1559 3139 2539 1687 1683 1559 3266 2779 3015 1680 2883 1682 1800 1552 1682 1679 1683 2537 1450 2883 1563 2892 1680 1805 2403 1558 1687 2758 1564 2538 2653 2782 1675 1549 1558 2534 1568 1566 1551 1441 2668 2645 1571 1441 2763 1552 1558 2420 2767 2659 1570 1561 1686 2777 3018 1314 1446 1566 1550 1559 2765 2783 1436 1436 1445 2282 2773 2662 1671 2651 2791 2536 2521 2767 1668 1674 1440 1666 1439 1566 2658 1561 2769 2769 1683 1555 2656 1815 2539 1681 1678 2661 1554 2657 1674 1557 1443 2517 1675 2643 2646 1568 1653 2641 1556 1676 1557 2540 2657 1680 2773 2421 1327 2502 1442 1568 3006 1554 2419 2655 2894 1553 2413 1548 2643 2537 2767 2424 2778 2899 1562 2536 2640 1680 2772 2538 2902 1817 1799 1795 1674 1668 1663 2538 1560 1673 2663 1563 2660 1671 2758 2782 2890 1446 1793 1551 1554 2418 1675 1566 2780 2531 2669 1560 2885 2663 2651 2878 1684 1564 2415 2644 1679 2775 1671 2657 1434 2768 2758 2909 1800 1684 2522 1558 1679 2892 2660 1555 1680 1562 2630 2667 2776 3002 2663 2779 2758 2765 2787 1669 1689 1674 1668 1784 3016 2891 1567 2776 3021 1805 1687 1800 2414 2891 1551 2887 2658 1679 2524 1793 2658 2786 1793 2896 1684 2997 2654 1797 1674 2899 3129 2893 2546 3007 1923 2785 1788 2880 1686 1782 2530 1803 2777 2874 1806 1809 2890 1804 2541 2656 2899 2766 1784 2899 1682 2995 1913 1796 1799 2897 1795 1678 1800 1680 1553 2781 1788 2643 2658 1680 2517 1684 2756 2633 2778 2662 1661 2519 2789 1901 2661 1911 1682 2543 1683 2768 2658 2750 2655 1686 1915 2882 2656 1803 2764 1798 1798 2765 2639 1918 1793 2540 2663 1811 2770 1800 1685 1792 2650 1685 2540 1807 1675 2528 1682 2409 2541 1667 2538 1556 2293 1675 1685 1682 1799 1660 1562 2413 2539 2408 2532 2278 1671 1552 1559 2551 2519 2766 2533 2539 1686 2528 2276 2539 2645 1686 1547 2633 1654 1683 1802 2540 1678 2544 1559 2433 1432 1680 1565 2417 2292 1565 1571 2417 1796 1685 1681 1561 2661 2651 2652 1673 1684 1684 2421 2535 2437 1433 1675 1555 1447 1554 2301 1553 1323 2052 1446 2302 1551 1560 1306 2311 2300 2288 1678 1566 2295 1439 2302 2397 1563 2291 1678 2047 2292 2289 2293 1550 2414 1437 1564 1553 1557 2409 2287 2290 2417 2415 1569 1547 1550 1548 1440 1530 2283 1442 2055 2175 1444 2045 2181 1558 1449 1562 2049 2298 1566 1443 1560 2179 2314 2286 2065 2286 2176 1439 1678 2304 1442 1565 1566 2529 1441 2161 1442 2270 1554 2186 2164 1556 2176 2411 2274 2532 2295 2528 1663 1430 1441 2169 2041 1569 1432 1448 2178 1547 2284 1559 1420 2047 1671 1557 1436 1436 2279 2279 1434 2046 2153 2162 1442 2059 1567 2287 2173 1449 2284 1440 1439 2173 1562 2154 2288 2303 2173 2164 1676 1549 2169 2057 1567 1442 2171 1440 1560 2047 1445 2151 1555 2057 2177 2274 1550 2055 2185 2411 2275 2276 1444 2168 1552 2534 1565 2169 2646 1680 1435 1440 2535 2292 2296 1557 2169 2171 1443 1662 2166 1439 1446 2150 2158 1562 1441 1426 1927 2288 2165 2284 2298 1562 2156 1564 2529 2295 2297 1668 2308 2404 1548 2297 1677 1554 2161 1684 1552 2179 2150 2404 2285 2288 2417 2540 1675 1676 2290 1566 2294 2403 2282 2512 2284 1564 1795 2164 1438 2281 2278 2404 2165 2284 1567 2293 2180 1790 2419 1676 2396 1684 2519 1683 2408 1667 1559 1807 2286 2412 1682 1567 1674 1665 1558 2154 2177 2408 1672 2181 2158 1562 1441 2407 1551 1932 1675 2162 2268 1673 2048 1563 2282 1554 2173 2280 2282 2056 1679 1554 1669 1560 2403 1547 2178 1560 1439 1436 2528 2061 1557 2186 1563 1429 1563 1438 2409 1556 1679 2158 1437 1440 1555 1440 2298 2059 2297 1928 2039 2049 1558 1316 2176 2174 2047 2169 2064 2054 1671 2165 2402 2288 2169 1556 1666 2179 2173 1566 2261 1567 1437 1679 1556 2172 1433 1559 1448 1808 1553 1677 2048 1681 2291 1920 2053 2066 1557 1432 1444 1436 1557 2048 2292 1554 1928 1942 1439 1329 2179 1922 1436 2064 1569 1448 2298 2184 1433 2054 1435 1446 2048 1920 1927 1307 1438 1445 1930 1436 2028 1441 1558 1439 2058 1432 1560 1809 1447 1685 2169 2163 1816 2161 1323 2163 1442 1806 2175 2282 2169 1554 1431 2051 1816 1545 2041 1569 1570 2170 1445 1320 2175 1931 2168 1556 1539 1444 1694 1943 2290 1539 1442 2061 1320 1923 2286 1558 1442 2051 1815 2052 1320 2055 1438 1558 2066 1439 1443 2177 2172 2170 2174 2061 1435 2284 2058 1436 1810 1447 1658 1818 1423 2059 2289 1320 2288 2418 2292 2042 1435 1424 1938 1554 2068 1443 1431 2048 1677 1932 2406 1545 2061 1560 1675 2153 1553 2305 2067 2172 1936 1442 1443 1804 1440 1324 1438 2287 1554 2156 1451 2164 1926 2058 1557 1551 1447 1813 1938 1438 1433 1436 2039 2053 1934 1438 1934 1562 2051 2041 1330 2056 1320 2296 1937 1553 2047 1564 2039 1437 2059 2043 1447 2042 1559 1563 1439 1425 1561 1322 2055 1924 1571 2174 1929 2046 1440 1443 2177 1437 1310 1936 2415 1431 2178 2056 1925 2292 1432 1933 1436 2051 1932 1560 1931 2042 1435 2184 1562 2180 1434 1440 1565 1931 1559 1557 1930 2058 1690 2297 2172 2058 1922 2287 1544 1434 1445 1552 1423 2057 1556 1921 1926 1794 1322 1921 2163 2066 1324 2152 1799 2057 1562 1437 2052 1561 1436 1323 2059 1319 1443 1918 1440 1543 2059 1813 1542 2064 1931 1553 1814 1927 1447 1440 2063 1942 2059 1538 1319 1446 2175 1446 2042 1448 1443 1933 2040 2056 2058 2168 1422 1437 1922 1932 2179 1679 2061 2157 1562 1435 1671 2188 1429 2060 1926 1443 1925 1429 1441 1434 1424 2183 1934 2029 1433 1441 1928 1924 1555 2170 2050 1554 1302 1811 1558 1823 1678 2048 1438 1928 2172 1311 1923 1933 1549 2054 2288 2049 2065 1552 1320 1426 1555 1926 1430 1688 1684 1419 2065 1432 1813 1534 1441 1548 1322 1811 1935 1312 1689 1442 1318 1801 1812 1934 1923 2040 1929 2165 1438 1934 1932 2050 1436 1444 1561 1325 1430 1812 1435 2172 1436 1801 1804 1926 1565 1926 2040 1429 1435 1424 1316 1429 1941 1920 1819 1935 1426 1430 1325 1805 2047 1931 2052 1803 1817 1438 1929 1449 1442 1913 1551 2164 1443 1816 1924 1445 1435 1435 1318 1687 2053 1935 1806 1544 1678 1319 1561 1431 1323 1927 1446 1320 1442 1327 1313 1316 1935 1318 1698 1314 1908 1937 1936 1696 1313 1431 1915 1434 1687 1935 1921 1805 1546 1694 1447 1811 1938 1298 1917 1934 1320 1439 1312 1925 1318 1320 1937 2053 1935 1330 1799 2047 1426 2046 2053 1930 2058 1438 1685 1313 1793 1936 1807 1805 1441 1908 1931 1564 1441 1427 1921 1444 1933 1816 1816 1303 1928 2037 2048 1435 2061 2044 1926 2167 1426 1547 1946 1925 1325 1921 1310 1813 1798 1433 1933 1941 1444 2057 1439 1318 1810 1442 1429 1424 1434 1438 1317 1314 1931 1561 1913 1922 1555 1321 1319 1440 1923 1446 1312 1938 2047 1925 2054 1926 1927 1920 1802 1811 1934 1807 1557 1321 1439 1323 1435 1802 1438 1447 1794 1317 1435 1931 1816 1446 2059 1321 1802 1441 1937 1805 1311 1432 1809 1809 1804 1544 1309 1318 1692 1424 1560 1926 1943 1325 1432 1431 1811 1707 1432 1423 1691 1431 1318 1318 1806 1698 1701 1315 1319 1432 1810 1811 1808 1806 1935 1184 1792 1313 1322 1433 1807 1695 1316 1435 1685 1320 1195 1323 1322 1933 1314 1698 1809 1797 1181 1939 1580 1314 2061 1309 1680 1684 1817 1444 1327 1311 1804 1814 1322 1683 1186 1313 1705 1914 1560 1310 1819 1693 1929 1437 1932 1318 1321 1930 1320 1805 1437 1431 1809 1577 1695 1705 1308 1693 1433 1434 1434 1439 1308 1308 1309 1193 1941 1307 1325 1313 1323 1704 1433 1687 1581 1570 1579 1320 1318 1316 1181 1810 1316 1198 1692 1429 1682 1827 1684 1694 1687 1191 1573 1440 1695 1573 1694 1312 1813 1324 1689 1930 1313 1314 1566 1439 1688 1198 1312 1320 1688 1449 1303 1183 1317 1308 1204 1325 1196 1682 1438 1210 1086 1320 1576 1694 1694 1194 1579 1698 1188 1678 1701 1681 1083 1565 1695 1322 1679 1814 1309 1439 1199 1574 1806 1459 1690 1310 1319 1568 1690 1205 1680 1691 1192 1681 1683 1203 1696 1822 1435 1561 1310 1306 1696 1318 1305 1808 1308 1185 1807 1828 1199 1695 1572 1189 1324 1815 1807 1698 1431 1193 1580 1310 1701 1693 1195 1443 1691 1571 1307 1316 1311 1311 1315 1307 1450 1199 1685 1196 1569 1687 1186 1673 1695 1578 1694 1697 1813 1421 1309 1440 1564 1814 1313 1694 1814 1304 1811 1320 1200 1314 1198 1816 1188 1187 1448 1564 1196 1696 1579 1693 1318 1428 1321 1817 1191 1313 1575 1815 1317 1191 1693 1576 1572 1194 1193 1308 1304 1319 1701 1567 1305 1564 1692 1673 1697 1557 1811 1690 1306 1695 1696 1808 1457 1301 1304 1575 1937 1427 1311 1317 1819 1294 1684 1689 1186 1568 1817 1575 1698 1691 1290 1305 1300 1697 1424 1698 1691 1189 1311 1303 1311 1791 1570 1803 1688 1308 1315 1194 1447 1313 1304 1699 1309 1309 1310 1184 1184 1453 1450 1300 1576 1310 1309 1566 1574 1557 1307 1308 1572 1309 1184 1692 1187 1686 1558 1317 1691 1572 1683 1312 1310 1312 1307 1196 1573 1195 1565 1567 1574 1688 1183 1186 1301 1188 1805 1575 1575 1300 1568 1313 1303 1181 1071 1178 1696 1189 1445 1689 1304 1571 1582 1449 1186 1187 1570 1062 1188 1182 1452 1328 1189 1453 1454 1697 1454 1306 1191 1575 1176 1303 1186 1572 1449 1447 1188 1193 1083 1697 964 1569 1569 1688 1550 1290 1192 1578 1571 1191 1690 1300 1577 1559 1195 1453 1310 1462 1570 1452 1062 1558 1693 1561 1186 1179 1691 1575 1569 1693 1576 1181 1690 1312 1302 1197 1297 1570 1576 1191 1176 1186 1697 1685 1573 1304 1449 1412 1305 1307 1182 1452 1186 1573 1446 1180 1684 1577 1305 1193 1301 1305 1570 1575 1068 1179 1312 1184 1681 1304 1454 1295 1569 1571 1581 1071 1184 1176 1448 1174 1574 1456 1690 1180 1301 1179 1168 1314 1456 1306 1182 1301 1448 1330 1189 1301 1455 1302 1572 1182 1297 1455 1450 1453 1573 1183 1580 1453 1454 1689 1179 1176 1071 1177 1186 1454 1190 1452 1187 1561 1459 1447 1173 1293 1063 1066 1182 1184 1446 1580 1451 1687 1460 1456 1066 1575 1299 1181 1183 1183 1328 1435 1177 1062 1573 1183 1073 1173 1061 1175 1050 1453 1059 1452 1450 1180 1449 1172 1183 1046 1582 1453 1690 1576 1570 1334 1448 1183 1184 1454 1170 1284 1052 1179 1336 1178 1062 1071 1069 1063 1186 1455 1185 1333 1457 1183 1454 1434 1183 1562 1337 1458 1176 1069 1178 1452 1452 1174 1064 1187 1179 1457 1052 1452 1068 1059 1066 1058 938 1335 1338 1339 1323 1340 934 1338 1069 1333 1327 1324 1461 1449 1575 1453 1577 1068 1162 1184 1181 1318 1322 1181 943 1449 1333 1325 1455 1176 1448 1067 1178 1457 1329 1442 1575 1449 1160 1179 1188 1170 950 1679 1454 1060 1058 1177 1448 1066 1174 1579 1058 1453 1315 1199 1441 1171 1183 1563 1570 1459 1054 1175 1453 1056 1553 1437 1066 1325 1321 1074 1447 1063 1066 1060 1297 1459 1574 1185 1179 1564 1176 1451 1336 1339 1178 1190 1061 947 1065 1453 1342 1065 1451 1462 1318 1571 1338 1570 1575 1187 950 1450 1068 1339 1168 1570 1060 1445 1435 1065 1575 1329 1437 1339 1453 1062 1186 1181 1072 1066 1339 1059 1455 1572 1181 1456 1180 1452 1067 1337 1059 1066 1559 1055 1454 1187 1180 1457 1459 1066 1173 1067 1331 1056 1338 1326 1063 1064 1459 1346 1454 1334 1181 1061 1184 1465 1457 1337 1304 1569 1456 1445 1332 1065 1453 1458 1183 1065 1179 1448 1342 1067 1054 1450 1181 1453 1177 1178 1058 1461 1453 1063 1169 1450 1333 1178 1451 1180 1184 955 1198 1181 1181 1328 1574 1182 949 1073 1183 1455 1184 1339 1178 1072 945 1333 1181 1071 1179 1175 956 1060 1328 1179 1049 1063 1063 1065 1443 950 1212 944 1072 1161 1054 1179 1333 1069 953 1216 948 952 1331 1458 1214 1335 1202 817 1069 1214 953 1328 1071 1183 1069 1336 1333 1055 1452 1331 1208 1063 1050 1329 1049 1334 1453 1067 1066 1207 1333 1055 1327 1331 952 1453 1180 1455 1064 1457 1065 1064 1331 946 1209 1462 1063 1182 1333 1062 1337 1063 1330 1057 1319 1061 1454 1060 1205 1071 1067 1067 1185 1217 1063 945 954 1333 1185 1329 1331 1338 1455 1318 1214 1332 1072 1055 1066 1051 1067 1060 1322 1050 1335 1071 1328 1178 1223 1063 958 1068 1058 1100 945 1330 1335 950 1212 933 939 1329 1213 1329 1338 1337 1215 1088 1211 1065 1098 1334 1072 1453 1054 1060 1062 956 1332 1216 1333 1069 1216 1326 1337 1458 1175 1457 950 1327 1057 1332 1067 1332 1461 1326 1327 951 1452 1215 1063 1182 1331 1063 1064 1061 1180 1450 1329 1062 1063 1340 1061 1337 1180 1065 942 1209 1218 1456 936 931 1208 1069 1064 1061 1058 1205 1322 1316 1334 1189 1335 1215 946 1064 1340 1202 1215 1193 1439 953 1198 1204 1336 1057 1321 1178 952 1043 1330 1065 953 1333 1187 1322 1336 1183 1332 1205 1444 1327 1452 1062 1062 1070 1459 1065 1447 1199 1176 1062 1451 1065 1204 1065 952 1331 1315 1332 1336 1339 1331 1066 1466 1064 1331 1068 1444 1446 1328 1065 1339 1065 1573 1325 1454 1449 1456 1332 1176 1452 1451 1181 1454 1325 1453 1461 1076 1178 1184 1335 1330 1320 1447 1062 1464 1568 1453 1185 1572 1187 1182 1183 1064 1062 1460 1060 1302 1205 1332 1185 1049 1069 1177 1062 1181 1333 1074 1331 1450 1066 1063 1332 1330 931 1329 1336 1328 1206 1333 1325 1051 1072 1060 1456 1336 1178 1334 1454 1180 1071 1061 1186 1338 1066 1051 1214 1054 1329 1182 1059 1062 1055 944 1447 936 1065 1213 1445 1062 1068 1329 1332 1173 1058 1213 1213 1328 1451 1451 1455 1332 1454 1465 1452 1319 1323 1458 1187 1452 1178 1185 1062 944 1454 957 1066 1184 1063 1062 1055 1065 1447 1340 1326 1203 1336 1561 1180 1194 1178 1180 949 1201 1066 1058 939 1311 1061 1453 1069 1068 1320 1215 1053 950 1171 1059 951 1335 954 1214 1063 1333 1320 1328 1054 1218 1180 1159 948 1217 1066 1334 947 1214 1059 1331 1331 1316 1061 837 1062 947 1326 954 1332 1332 1216 1331 951 1218 1225 1324 1073 1055 1331 950 1065 1057 1071 1205 1329 1335 1063 1336 1064 946 1071 1061 1186 1214 1066 1325 1180 1321 1207 1560 1181 1050 1176 1062 949 1215 1060 1063 949 1062 948 1207 1067 1066 1065 1068 1200 1066 1217 1333 1337 1069 1332 945 1313 1213 1067 1214 1179 1216 1065 1212 1449 1455 1051 1186 1096 1206 1054 1062 1322 1066 1061 1213 1067 1328 1452 1213 1061 1450 933 1212 1205 1332 1065 1067 1199 935 1336 1188 1321 953 953 1064 1210 1216 938 1060 1213 1064 1069 950 1068 1189 946 1329 1052 1074 1328 932 1068 1092 1065 1095 1219 1339 1336 1173 1336 1212 1063 1212 1208 1215 1217 1091 1047 1063 947 1199 954 948 1060 1095 1214 1066 1215 1222 1055 1095 1067 952 1217 1066 1333 1069 1066 1063 945 1072 1063 1337 1211 950 973 1202 951 957 1066 945 1198 1060 957 1067 1198 1208 1211 1060 832 1097 1327 952 942 1452 1055 947 952 1215 1062 950 948 1062 951 1208 1210 1069 1092 954 1212 941 1219 1060 1091 951 949 1061 1330 947 942 1325 1098 1331 1064 1070 944 1447 949 1216 1194 1096 943 1095 1218 1214 946 1216 952 1066 945 1217 936 1217 943 1209 1088 1066 948 1063 1202 1209 1094 1056 1207 1093 1066 1202 1343 1211 1097 1217 1216 1089 1216 1052 1058 1217 1089 949 1064 1060 1340 1338 1217 1213 954 1065 1063 1337 1216 1331 1059 1216 943 936 1212 1216 1341 1069 1060 1316 1210 1325 1203 1200 1068 1052 949 1204 1218 1336 1330 1064 1065 1209 1216 1068 1334 1058 1331 1063 1338 1061 1331 1336 1330 1057 1329 949 1331 1063 1060 1332 949 1333 1215 948 927 1337 1057 1174 1066 1054 943 1066 947 941 1067 837 954 1332 1209 1067 1209 947 947 1335 1204 1065 948 1065 1338 949 1219 1209 1214 956 1207 1067 1206 1091 1218 1328 1217 1205 1052 1174 1336 1068 1334 1061 1451 1214 1067 1057 954 1208 1065 1063 1067 1331 1059 1067 1063 1206 946 1090 1097 1065 1208 1195 1067 1214 1221 940 1221 937 1183 1071 1212 1213 942 1319 1452 1447 1212 1214 1218 1091 1191 1056 1191 1064 1324 1333 1336 1069 1330 1068 1064 1059 1203 1066 1056 1213 1209 946 946 1200 1059 1199 1321 1187 1064 1092 930 1195 1324 1065 1065 1321 1428 1062 935 1070 1064 947 951 1058 1208 1329 1209 1329 1064 1069 1060 948 1067 1220 951 1180 1064 1339 1065 834 939 1461 1068 950 1222 1068 1210 1179 948 1064 948 1067 953 1208 938 1052 1211 1208 1212 1204 1069 1210 1096 1210 1210 1067 941 838 1063 954 1220 1057 1055 944 1062 1215 937 1095 1061 944 1056 950 1332 1210 1207 1208 836 944 1205 1072 1061 1066 1217 945 1206 947 946 1202 943 1202 955 945 1327 1098 836 951 1061 1069 974 1086 941 954 1213 1104 1088 1095 1209 1064 953 1197 1207 1216 945 1091 1211 1193 1194 944 1199 1213 1101 1327 1069 940 1336 1332 1336 953 949 1207 1068 1213 1199 1056 1215 1067 1066 1216 1211 948 1217 1213 1214 1330 1192 1333 1177 1208 1068 949 1092 1325 1328 1074 1207 1446 1195 946 1327 1331 1330 1185 1332 1210 1065 1060 1064 1188 1209 948 953 1066 1209 1070 1067 1069 1050 1065 1211 1072 1218 937 946 1209 1209 1209 1062 1069 1062 943 1061 1198 1054 1221 1213 953 1327 953 1096 944 1211 1068 1201 1060 1205 946 1204 948 1335 1067 1199 1210 1072 1085 1207 1336 945 948 1217 1055 1206 1054 1215 1213 1330 1065 1067 1063 1209 1203 1064 1207 937 952 1180 951 1067 1208 1216 942 946 1211 1211 1066 949 1069 1206 830 1212 1210 1099 937 1218 1069 952 1058 1209 1213 948 1209 1060 1066 934 1208 1331 947 1206 1328 836 1052 1096 949 1066 1095 1316 1332 942 950 1327 949 1095 1210 1327 1216 1062 1059 948 1215 950 1070 1064 1063 1056 1216 949 942 1100 1071 1214 947 1098 945 1052 1213 948 1218 1065 1094 1066 1206 1063 1214 1204 958 1084 1179 1071 945 1213 1205 937 1213 1214 1060 1057 947 1072 937 1066 956 1091 955 954 940 1214 948 948 952 1089 829 947 1063 1098 1216 1211 1197 1202 1065 1197 952 1218 949 1212 1213 947 1211 1066 1098 1060 1089 948 1096 1094 1066 1206 955 1096 955 952 1091 944 980 948 950 1210 1066 1216 1068 937 1211 1064 1062 1084 937 1093 1216 829 1212 1100 1083 1065 1212 954 949 1203 1066 948 951 942 939 1095 951 1209 1210 1209 1057 948 1220 838 1072 1093 1090 1093 1207 1095 1212 939 1197 1069 939 969 1088 1212 954 944 1059 1101 1068 954 1089 949 1093 1218 1215 953 1211 1099 945 955 1085 944 1071 1058 830 1209 1056 1209 1065 1213 1217 947 1062 1092 1063 1210 1091 1210 1216 1205 958 1207 1097 1195 1088 1086 1099 947 948 1216 1099 1216 949 1215 1072 950 1073 1187 956 1084 1097 946 932 1216 1063 1073 1091 951 1324 1095 960 1085 1056 943 1207 1215 836 1096 1059 940 1058 943 945 1068 1097 949 1066 1097 1093 1214 1091 1208 1065 1093 1094 1208 1212 1052 1091 950 1090 1043 1066 1216 950 1065 1055 1217 949 944 1070 1051 1208 1210 1091 1097 1068 1212 1212 1066 1095 1065 1062 953 942 947 1092 1095 1205 941 1063 1093 948 1059 1213 1212 978 1094 1065 1059 1095 1093 976 1211 950 1211 1096 945 948 1216 1096 1063 1097 954 1098 1060 981 1085 1212 1336 1068 1063 1210 1094 1218 949 1212 1210 934 1088 1098 1080 1095 1097 1067 1067 1320 1056 1201 1058 949 1097 1083 1101 1064 953 1088 943 1062 977 1079 1059 1079 1064 945 1069 943 1064 1068 943 1060 1081 951 931 1073 950 1197 1094 1217 1091 946 1061 1093 943 1099 1069 1335 1089 1211 1063 1062 932 1099 941 1198 939 948 1208 956 950 948 1092 836 1212 1093 818 943 949 938 1216 973 1215 948 1213 947 1212 1098 952 1066 1197 949 1094 1209 1095 941 1096 946 1339 943 1090 1094 1092 1074 1071 955 944 1090 939 956 947 1094 1097 1089 956 1095 938 1069 1096 1067 1091 1092 1066 1219 1094 1098 1096 1095 1206 936 1095 1093 1223 1065 834 1057 1090 1213 1072 1099 1091 1210 938 1196 931 1065 950 949 1067 1088 1063 1207 1215 1212 941 1087 1092 1215 1092 1079 1093 1093 944 1094 1212 1063 1094 1092 966 1062 1098 1064 1069 1217 1061 1059 1214 1092 948 1072 1062 945 960 935 946 1095 1201 1060 1056 1098 1099 1097 1056 1220 1092 1097 1091 1086 1206 1093 955 829 1213 1052 1092 832 1215 1213 1064 950 1104 941 1209 1212 1211 948 943 1092 1198 1068 1223 1096 1069 949 948 1096 1333 1084 946 942 1097 1336 1097 1333 1219 1098 1068 1059 1058 1193 953 1211 1067 954 1092 1099 1083 1218 945 1061 948 944 1069 948 939 1063 946 1061 973 1071 935 1058 1071 943 939 948 833 1072 1092 933 945 946 1100 1090 1093 948 1081 955 949 1080 1096 948 1097 943 1096 950 1097 949 948 945 834 1214 1209 1213 1215 1097 946 1102 1214 1063 1102 1207 955 1097 1084 944 1218 1066 1097 1086 956 1209 1203 1086 1198 1217 946 949 1095 945 1093 941 1087 1207 950 1067 1091 1087 934 956 1064 953 947 1203 947 965 946 1211 946 942 1097 1212 941 949 1202 1094 948 821 831 1061 954 1093 933 1073 1100 951 940 948 953 949 1094 1101 833 1097 1075 1096 941 932 946 954 949 954 947 942 949 949 830 1066 951 950 1214 942 1089 1216 1072 1084 1213 945 1096 1092 975 1213 939 1218 835 1217 948 1094 948 1069 943 1091 1208 1093 1098 946 1091 1069 1096 1087 945 1096 1091 931 944 938 1100 1216 1071 1100 953 1094 934 1068 943 1087 1090 829 1094 1201 1215 1088 1093 944 1078 951 1217 978 947 1214 828 1096 1095 950 1219 1208 1080 1209 1090 1096 955 1095 1096 944 945 1090 1063 1093 1065 972 1216 1326 1062 953 1094 947 945 1068 946 1088 1208 1085 1062 1062 1084 837 1219 1097 1098 954 956 946 1087 1217 1094 941 939 942 948 1211 949 956 948 839 1087 933 1214 954 1215 1204 1219 942 955 1065 1214 838 1096 1210 973 954 939 1091 1104 949 1222 953 943 833 945 942 836 937 1217 947 1214 1077 944 1211 952 1101 956 1218 1220 1069 1218 955 1087 949 952 1092 935 1087 1092 1212 945 1069 1218 939 1217 950 1086 1099 1093 1065 1091 1223 1092 1071 821 953 953 1222 970 1070 1094 1092 952 954 836 1094 826 829 1220 1093 943 952 949 1097 1091 964 926 947 1218 1211 953 1092 947 1221 929 1093 1095 952 1224 956 1093 826 1097 1215 832 949 1214 942 836 950 1219 976 1096 936 945 1098 1091 1212 949 952 948 1096 1061 952 1213 1211 1095 1216 1210 947 1209 947 836 948 943 1092 1218 1064 1095 946 944 1089 977 1095 936 1099 1213 1099 1080 946 1092 1058 1216 839 952 974 1208 1093 1218 1217 1214 1066 1067 948 1068 943 1067 1096 945 1092 1096 1089 1093 1096 1209 935 1086 946 951 1095 1214 1212 1216 1096 1071 957 1098 1058 1091 1094 1210 1216 1090 1071 1059 1212 945 1201 947 1094 975 948 949 1210 946 1200 831 937 946 1065 947 967 1208 1210 1094 1093 942 1214 1214 947 1216 1057 947 975 944 1090 940 1072 944 1208 1217 1070 1063 1214 1218 1213 1212 951 1217 1091 1093 952 932 974 1065 1216 1095 1093 952 1065 1217 833 945 1070 1090 1088 1214 959 930 950 1204 958 948 1096 1216 831 945 945 1087 838 1098 832 1065 1214 1099 946 1066 941 941 1089 975 1096 947 1216 1203 939 1095 949 1093 1097 1090 944 1096 1090 1090 940 1213 955 1092 948 1063 953 1216 938 1101 953 946 1093 950 1095 933 945 938 933 1216 953 1094 837 1098 1090 950 837 1089 1098 969 950 1094 959 1096 1086 1212 1099 948 1065 1064 1212 1217 942 925 1209 1095 1095 1210 951 951 1068 1079 945 949 1085 827 1094 1070 1088 1091 1093 1209 1095 952 1086 832 1097 958 1201 953 1064 1095 1092 975 937 1098 939 1068 951 938 944 1094 1217 947 1210 1212 1097 1094 1096 946 1205 1211 1210 1090 1216 1211 1071 1101 1096 955 1217 951 1216 839 1090 1215 947 1065 1091 1093 1096 940 1211 949 1065 1093 1209 948 1095 950 1094 947 1090 972 1068 951 1066 1213 1096 833 975 1089 1096 1088 1096 947 1098 1047 1056 972 1213 951 1097 951 1081 1213 1213 953 951 976 1061 1330 1088 1100 1210 952 1092 944 1212 1207 945 975 947 979 1069 946 943 949 1211 1217 951 942 1090 1213 1079 937 1094 1051 1215 1199 977 1070 1059 1208 948 952 1094 1095 1094 1207 1099 1204 973 1211 1213 954 948 1062 940 1198 1214 948 948 947 816 947 945 946 1095 1212 948 948 1094 942 1208 946 944 1196 1094 1218 1097 1098 951 946 946 1091 1212 1092 1209 1335 1087 950 946 946 1087 1090 948 1059 1064 1091 1089 1092 1097 1092 1210 950 944 945 945 833 1214 1093 1095 1065 1218 971 944 1095 1094 956 957 1210 840 1095 1095 1097 944 1214 942 1100 1090 1212 952 1088 1208 1213 946 945 1096 942 949 1089 1096 1214 1058 1223 946 945 943 1060 1211 831 1213 955 940 948 952 1090 1080 952 1086 1205 1210 978 956 949 947 1216 955 1066 972 950 1213 1218 1066 950 949 1089 834 1100 943 1077 941 1094 1209 1215 952 1094 980 1095 1088 1215 1092 978 1068 1063 833 1094 1092 1074 1096 942 1100 1206 980 1096 1064 952 1064 1213 1096 979 1215 1081 1069 1092 953 1200 977 1063 1065 1210 1069 952 975 979 1061 955 1210 1093 950 955 1201 1062 1100 1213 1093 939 1066 1090 1063 833 949 945 934 1065 979 1224 973 954 933 934 951 1091 942 941 939 1090 1065 1211 951 934 1060 974 1088 1093 1090 947 836 1210 1064 1091 950 973 936 1089 950 944 949 1090 1063 937 971 942 936 1099 1062 1225 1080 947 971 947 1099 938 1204 1092 1091 1090 947 1095 947 956 943 1072 1092 1087 1096 1066 1091 1069 951 945 1094 1092 973 1095 941 1093 1088 949 1087 949 1072 1085 832 1090 945 1096 948 954 1092 1098 831 950 1096 1096 951 942 1208 975 944 933 1214 950 946 1094 1210 948 956 952 936 1087 949 949 1099 1097 1090 953 1210 1092 1216 1104 956 1063 1090 942 950 945 953 1095 1068 1096 1089 1086 1095 836 1096 955 945 1092 1095 1210 949 967 1216 937 1085 1084 946 834 1093 1098 1060 1098 951 977 946 828 949 1094 979 975 832 1093 954 1096 952 829 954 949 832 1086 1090 943 1213 974 969 968 943 944 945 1097 1096 948 1095 951 1094 834 831 1100 824 952 1210 1091 1062 968 835 945 943 945 837 944 1092 944 945 1217 1098 1069 974 957 979 943 1216 948 970 1215 1079 947 1209 1086 970 1215 944 938 833 942 945 830 946 1091 1068 978 1092 837 1220 1092 1089 939 953 974 830 955 952 1099 948 1097 946 1089 948 1217 1096 942 1096 834 1062 832 1095 950 1096 831 840 844 949 1100 1096 945 945 835 946 946 949 830 977 953 715 947 946 976 1099 970 945 1094 834 954 833 944 972 973 824 981 975 827 1087 948 946 948 972 1205 974 943 979 978 947 976 969 967 825 959 1093 829 715 1085 833 978 1097 834 939 838 830 835 947 979 978 857 718 965 1094 838 951 947 953 970 974 974 1098 1090 838 1096 834 946 836 1094 945 970 967 948 834 974 1213 946 945 835 1096 948 946 939 1093 830 1093 974 949 1100 832 836 835 973 978 975 835 976 973 976 1091 1095 830 720 942 1097 825 949 834 951 943 976 978 973 834 1095 1097 827 937 831 834 1097 944 967 1095 1097 951 1068 830 717 948 1091 828 833 1093 975 849 835 839 838 832 1093 974 971 1083 833 832 1089 951 944 1099 934 839 708 924 830 837 835 1093 974 939 832 1101 973 950 828 978 1087 969 980 948 972 836 1081 1086 946 1096 946 832 830 942 1097 952 853 978 950 981 945 943 953 978 950 1096 972 972 947 946 835 1092 833 833 827 838 980 962 827 964 929 836 951 829 953 974 951 951 1094 978 1092 968 975 951 831 969 826 946 968 949 939 949 977 1095 827 947 950 976 830 1096 950 973 975 1095 945 712 973 1099 827 833 966 1098 832 715 952 954 976 831 1092 837 1099 827 835 952 969 974 834 828 974 977 829 975 942 833 976 836 831 946 1073 1101 1093 834 826 975 946 1094 974 1097 948 1091 976 980 722 975 971 831 972 949 945 1089 836 829 1093 713 830 1095 977 835 833 950 974 969 833 974 950 838 826 830 977 976 837 975 970 1091 835 925 952 978 824 832 825 977 837 1093 837 980 945 976 856 973 826 838 1099 1100 850 969 976 980 972 1092 825 835 833 1090 837 973 978 954 974 823 713 716 949 853 833 840 835 944 1097 835 974 1097 827 953 976 966 836 975 832 838 948 1094 1094 836 860 826 948 713 849 940 951 1097 827 823 949 967 712 955 941 830 716 823 850 853 830 974 713 832 966 977 828 850 977 979 974 975 971 976 952 977 972 951 835 943 850 827 973 837 827 837 944 1098 837 951 976 834 826 843 831 836 832 969 829 840 974 829 932 854 970 963 964 964 837 828 829 977 1097 972 831 720 854 975 834 827 824 834 970 827 972 969 975 940 969 976 851 938 835 944 1097 973 958 1086 952 948 976 851 973 837 828 828 833 827 946 941 824 1099 850 1093 830 709 979 839 928 829 975 823 1098 852 834 1097 832 829 1092 952 976 969 954 832 827 715 833 833 828 834 975 962 835 971 949 1089 823 858 970 979 974 829 820 835 971 830 970 978 834 975 857 832 838 830 850 973 1099 972 958 833 822 833 827 939 829 854 713 833 832 851 836 946 978 820 968 828 852 840 833 836 841 981 975 832 972 857 972 952 852 718 972 855 947 833 825 973 1095 952 828 834 975 829 959 844 948 840 850 837 952 849 833 980 977 841 975 824 929 714 944 971 849 980 946 948 976 840 849 972 1085 824 829 828 833 974 1093 968 833 832 975 1096 832 974 835 974 976 947 853 836 832 831 820 718 823 974 827 1092 838 830 827 720 826 964 855 833 829 949 977 830 825 856 972 980 716 834 971 943 832 834 967 824 970 975 831 965 834 1084 976 954 832 968 831 854 834 974 978 969 826 954 838 832 830 975 982 834 836 971 977 821 855 718 975 944 969 720 973 971 831 972 832 832 1095 834 856 975 821 725 827 971 976 948 974 972 838 953 966 713 836 837 827 976 972 849 981 978 718 834 975 849 978 973 832 835 837 976 970 971 832 854 838 971 824 973 944 978 969 839 832 832 972 951 977 835 947 834 821 828 829 980 836 927 851 840 828 972 975 972 837 974 832 854 837 837 972 945 716 712 836 933 834 967 853 836 836 833 829 980 970 829 973 832 850 855 828 825 970 827 859 832 856 711 827 834 967 850 823 856 971 858 850 981 835 850 832 718 857 712 971 971 980 947 943 976 840 969 834 974 982 838 823 973 839 970 850 950 855 832 967 831 970 824 715 979 837 709 961 853 714 840 974 716 834 971 977 831 979 829 972 836 945 833 971 977 827 840 838 858 713 948 839 716 966 843 968 851 944 834 852 827 833 831 976 958 716 832 844 834 849 849 968 831 850 975 950 978 971 829 832 972 829 837 929 827 975 825 832 952 938 971 858 847 972 820 974 833 858 838 978 1092 970 976 834 826 972 837 829 929 830 850 831 828 970 972 842 971 832 949 968 948 833 856 833 852 965 854 950 944 714 712 837 853 976 851 967 835 833 854 829 968 960 712 837 833 835 713 975 832 851 839 833 713 978 852 969 950 831 847 970 972 825 977 833 972 976 976 828 967 973 972 838 858 974 837 829 968 831 831 826 857 827 937 978 856 834 979 949 855 834 854 837 830 949 961 849 1084 853 960 832 839 829 713 837 819 973 848 835 1091 943 857 834 978 858 712 956 834 834 829 845 831 857 965 972 972 833 829 971 969 973 978 834 947 830 716 832 851 965 713 827 925 968 714 978 720 826 842 974 968 854 838 974 977 832 948 827 967 1094 933 853 856 981 1098 856 977 971 826 974 831 831 972 856 970 969 829 833 1094 836 831 833 978 822 975 950 977 967 1098 855 830 975 964 949 851 974 835 975 831 969 834 949 965 861 969 968 832 712 958 941 969 850 828 945 976 1091 938 827 832 833 831 707 976 1103 830 1093 968 976 969 944 941 837 825 1092 971 943 855 932 821 717 832 971 855 977 1095 976 982 832 947 1088 976 852 719 838 951 977 855 832 979 833 716 972 974 976 973 715 825 835 1098 829 1093 949 831 834 856 830 855 835 857 717 976 719 830 976 1081 839 971 975 831 953 829 959 831 832 975 836 715 839 972 833 978 966 976 860 839 971 852 946 1097 956 975 831 829 707 972 975 976 829 840 977 976 926 838 834 820 833 970 851 835 854 971 978 841 978 1094 1094 946 835 830 831 1088 975 831 822 830 854 840 825 834 831 976 819 971 721 976 976 826 976 977 975 860 829 974 851 951 837 974 942 834 837 978 1092 967 969 971 833 967 835 975 956 1095 839 712 975 840 973 838 977 974 822 833 970 852 828 961 835 979 831 828 837 975 948 833 950 831 714 972 832 833 852 970 851 972 977 830 939 957 947 947 946 855 859 970 832 835 976 1093 974 830 851 971 834 943 836 840 969 829 970 947 826 972 968 951 835 965 948 831 715 830 970 828 972 971 853 965 972 817 967 971 827 835 829 826 832 831 710 711 964 838 970 947 852 925 831 956 974 716 715 826 946 720 928 835 832 848 859 819 975 948 832 829 971 857 853 827 855 842 854 836 839 971 848 834 835 828 713 947 717 716 832 976 973 715 720 829 857 829 854 833 851 974 953 824 856 853 856 855 715 723 838 967 714 837 854 937 976 854 977 713 827 972 827 855 713 971 836 849 972 828 836 975 970 944 952 825 829 835 977 851 853 834 857 820 856 943 830 716 973 717 849 975 850 848 974 854 714 976 857 828 853 832 835 832 854 831 721 842 716 971 821 844 973 852 832 966 969 829 830 835 833 830 855 827 852 838 852 978 854 955 973 853 980 973 821 836 980 853 829 833 859 968 720 854 852 851 829 830 829 825 831 975 853 829 827 830 976 974 851 971 832 975 980 834 858 817 829 859 1088 716 968 849 836 967 713 963 830 977 969 972 833 853 825 976 967 820 961 832 833 829 853 979 857 833 838 953 972 976 856 836 830 714 833 965 977 973 978 834 720 855 829 710 967 854 833 848 834 836 830 930 949 971 827 930 830 856 975 834 855 852 839 967 840 827 855 832 834 836 835 713 831 828 840 825 849 944 713 853 803 831 975 834 715 832 836 731 828 834 847 832 833 856 849 976 970 833 970 973 823 855 835 845 816 723 712 851 855 833 713 829 830 854 836 829 834 975 968 851 976 968 836 833 925 968 833 736 858 848 949 851 966 717 828 852 828 831 856 968 854 845 855 827 836 964 968 835 855 834 717 824 856 845 831 971 830 854 855 857 833 974 971 830 857 972 715 853 715 838 720 974 711 970 850 965 853 976 834 973 823 969 835 836 977 735 972 837 977 855 973 832 717 849 972 952 856 832 822 713 850 832 976 854 835 835 836 716 830 973 974 854 943 852 817 1093 857 967 854 833 856 840 825 969 975 825 973 973 825 853 968 928 973 975 834 836 849 975 970 834 833 975 952 976 972 825 975 847 835 1096 851 946 855 717 831 826 972 714 970 946 948 714 829 855 967 976 723 825 968 714 829 835 832 964 972 979 826 970 831 851 735 836 830 855 859 978 835 850 835 734 712 977 974 850 829 978 857 968 839 975 855 819 960 852 831 735 719 832 853 851 965 851 854 970 849 972 830 953 971 974 826 972 852 833 972 839 833 952 718 976 831 853 833 968 974 973 822 716 857 828 830 837 978 969 851 824 830 977 934 832 713 824 719 839 835 858 833 831 967 844 964 851 972 971 939 975 854 856 949 977 952 837 834 967 714 976 972 974 970 834 975 968 831 969 1090 832 833 855 827 975 715 969 834 855 969 832 954 855 828 973 719 938 971 830 829 967 973 971 833 978 855 972 832 966 970 834 851 851 972 948 971 971 830 831 849 831 862 942 715 944 967 967 940 965 1092 833 840 851 972 971 1099 826 826 962 950 980 938 720 829 1086 953 853 829 1094 853 713 834 940 1098 833 973 838 831 718 839 967 947 964 851 839 716 714 852 971 821 971 737 820 825 850 715 825 717 826 974 712 827 837 975 971 851 837 856 853 835 850 832 834 975 835 832 718 973 838 939 829 715 832 832 828 950 837 835 852 978 971 825 832 966 830 713 940 854 831 835 852 961 849 833 854 842 970 974 926 831 831 835 715 953 855 833 853 850 831 855 952 850 847 969 712 966 830 829 856 964 714 843 851 828 829 838 971 973 838 973 825 854 711 837 831 831 836 838 716 851 856 848 834 830 857 832 714 852 831 851 858 849 838 858 833 836 820 949 717 831 857 831 952 829 829 976 970 833 835 974 817 712 970 849 858 832 716 857 826 976 827 849 836 832 853 824 828 973 849 836 966 850 975 834 841 711 952 850 826 850 860 828 851 714 851 855 948 969 849 834 976 832 833 859 829 719 833 855 717 714 862 821 717 857 707 837 855 732 832 854 853 851 837 827 852 828 713 712 837 854 832 973 969 830 835 968 830 975 835 852 855 859 835 850 857 849 718 977 831 832 718 841 976 849 859 834 851 832 833 740 714 813 853 716 838 853 975 976 837 829 829 853 713 835 858 859 835 845 716 707 849 833 710 732 830 972 851 852 852 855 973 855 825 858 835 828 837 830 850 732 852 843 850 832 844 717 827 832 831 937 971 852 711 822 847 970 828 971 834 860 830 829 970 972 829 827 733 833 847 713 855 834 713 846 849 714 849 939 968 829 955 826 831 831 978 971 836 852 854 713 978 979 974 831 721 825 953 849 853 849 826 856 860 852 715 834 971 715 716 831 832 859 833 850 853 971 831 838 850 833 831 832 716 830 964 832 817 840 848 823 836 849 851 837 830 972 831 848 714 974 973 854 850 832 831 848 847 852 828 973 858 810 834 860 835 971 857 969 853 833 836 976 837 832 853 855 829 970 838 974 854 836 834 852 852 824 825 850 838 973 719 852 969 948 836 831 829 700 828 853 715 720 974 831 850 972 856 733 847 857 731 835 824 851 973 719 834 712 855 848 731 855 722 715 830 829 713 714 835 838 731 849 853 851 850 829 850 713 853 974 847 854 850 848 834 828 854 851 970 731 848 826 834 713 849 838 944 712 835 714 854 719 833 849 829 852 715 824 846 707 851 854 732 951 829 832 958 848 713 827 703 851 716 975 716 711 835 860 837 852 976 712 851 737 853 973 849 709 972 976 857 860 850 857 831 852 976 855 835 856 851 855 833 850 714 716 713 832 714 712 713 975 819 852 851 856 833 844 830 715 822 718 976 972 824 859 845 853 716 712 861 934 712 847 713 854 835 829 834 833 831 849 840 828 855 971 831 834 852 854 967 971 830 836 858 852 708 714 848 836 711 716 833 854 717 712 857 707 732 832 976 717 826 849 837 716 706 974 976 851 835 836 722 830 718 834 831 836 711 827 854 836 820 854 833 717 817 834 841 977 833 834 714 982 830 850 851 711 829 715 716 851 854 833 833 963 720 846 850 853 853 965 849 833 848 712 831 827 836 850 716 836 833 735 712 850 732 711 716 829 850 860 854 715 849 733 854 830 969 714 717 713 732 831 714 856 857 713 857 714 857 851 713 856 836 714 833 712 855 851 731 719 848 734 727 853 828 835 851 849 716 713 729 851 850 711 716 829 849 715 853 856 836 848 832 828 728 857 835 972 971 731 713 859 854 815 829 973 839 832 835 855 846 853 969 845 835 823 833 846 835 853 857 854 981 854 970 832 855 965 857 854 837 857 850 854 863 860 975 970 857 708 837 974 833 857 830 839 849 858 975 825 975 850 817 715 827 715 710 971 816 833 862 858 850 858 834 731 845 849 850 849 732 849 728 855 836 841 825 841 715 832 978 971 972 829 970 836 728 974 820 976 852 711 832 823 974 830 979 718 856 972 830 855 715 833 837 845 853 716 974 969 829 855 831 839 974 821 976 837 833 972 977 713 831 853 830 977 841 848 712 850 708 710 699 824 720 847 851 847 830 832 822 859 849 831 716 714 829 715 835 847 832 829 834 845 830 848 832 830 835 713 845 854 829 859 712 716 851 978 857 710 715 824 730 980 855 828 971 712 978 731 821 834 716 714 710 857 734 730 835 717 730 715 977 971 833 710 834 864 964 731 726 852 854 834 854 854 849 840 848 854 830 976 850 827 859 861 830 856 703 717 853 732 717 840 821 853 711 714 837 715 716 713 828 714 973 857 826 856 718 972 832 853 967 850 715 855 838 850 852 852 853 976 831 857 830 852 828 847 850 844 834 854 851 710 845 720 829 838 832 819 718 861 836 833 854 831 718 718 732 837 717 830 715 979 835 736 830 833 835 833 715 856 859 831 830 859 716 864 837 860 857 716 732 836 857 852 715 856 850 852 730 720 714 853 717 714 855 714 832 710 853 853 854 850 854 829 714 827 711 851 712 717 851 861 710 852 974 835 858 974 834 862 736 856 833 715 732 727 855 719 731 829 853 834 710 712 715 833 714 835 716 716 859 855 837 716 711 713 861 848 833 833 733 714 836 856 714 717 978 832 715 852 859 829 856 857 714 709 719 859 853 858 833 854 716 833 714 856 851 856 713 857 717 830 857 837 711 853 732 858 837 856 849 855 844 860 739 831 716 856 858 833 834 829 833 830 731 851 713 834 858 716 852 855 848 823 716 713 859 857 856 858 716 738 715 828 835 710 829 714 842 714 829 853 830 976 715 855 830 827 853 856 837 858 713 832 848 733 835 831 856 855 828 853 970 716 833 854 856 713 972 851 714 711 829 852 713 854 831 834 833 712 858 831 828 834 837 852 861 856 841 712 833 701 849 716 849 730 711 830 717 716 851 722 858 850 829 851 827 712 828 854 857 827 829 719 846 856 853 717 855 861 708 716 712 731 718 854 722 857 595 975 859 714 720 736 838 730 834 713 732 849 711 832 856 853 850 832 733 732 849 854 716 855 853 720 828 824 854 835 713 734 833 837 716 859 861 732 719 715 847 731 837 730 838 851 715 711 715 858 721 712 852 857 833 820 856 730 731 729 832 851 712 851 733 710 729 974 716 717 731 857 853 858 832 830 730 854 715 709 858 715 968 850 718 859 732 721 834 855 853 980 831 710 858 718 835 731 851 721 836 732 713 834 852 841 970 834 731 717 719 847 714 829 713 850 836 856 852 714 857 732 837 855 977 828 856 834 829 834 831 729 731 853 853 854 714 833 731 835 717 971 718 825 733 719 717 734 841 712 829 961

Tree=0
num_leaves=31
num_cat=0
split_feature=1 52 47 123 52 12 1 3 12 3 50 150 457 48 13 48 3 15 13 49 0 3 2 4 12 2 0 148 43 1
split_gain=1259.3 311.87 197.738 131.114 100.465 95.0522 49.0192 45.6849 37.7823 30.3302 29.1632 23.3143 21.6887 20.1695 19.9208 15.2647 12.1891 9.16825 5.46315 4.25861 3.56106 3.11657 7.78257 2.82365 2.50378 4.42908 1.16423 1.10252 1.07535 1.02793
threshold=0.10124500000000002 -0.38533999999999996 0.083875000000000019 1.0000000180025095e-35 0.26391000000000003 -0.029094999999999999 0.09253500000000002 -0.12018999999999998 0.051320000000000005 0.090900000000000009 0.10965000000000001 0.083095000000000016 0.082380000000000009 0.12879500000000002 -0.092094999999999982 0.11280000000000003 -0.13309499999999996 0.024640000000000006 -0.23438999999999996 0.10595500000000001 0.041630000000000007 -1.0000000180025095e-35 0.081685000000000021 -0.031404999999999995 0.086095000000000019 0.11411 -0.13843999999999998 -0.079019999999999993 -0.51144999999999985 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 29 4 7 10 15 -5 8 -1 21 13 16 18 17 -7 -4 20 24 -11 -16 -10 26 -23 -20 27 -26 -9 -3 -28 -2
right_child=1 2 5 6 -6 14 -8 9 11 12 -12 -13 -14 -15 19 -17 -18 -19 23 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.033929741311498049 -0.045964282627422443 -0.028862566020582528 -0.035513233589909134 -0.041493245606026422 -0.042052125233700902 -0.036463328956955865 -0.028962576059218998 -0.044064091893329126 -0.045776144930977578 -0.040263710425142506 -0.03687641389915005 -0.035513233589909134 -0.036135709864870739 -0.034879836678544697 -0.045652775949702316 -0.026962375286489197 -0.039054498139810365 -0.031568898278230603 -0.045964282627422443 -0.04216390115923583 -0.042344871705339932 -0.040263710425142506 -0.045671945591408095 -0.04265960308986886 -0.031034212573832081 -0.026962375286489197 -0.044236836505519454 -0.027024881560637017 -0.045922996571277033 -0.044064091893329126
leaf_weight=4.7757227718830135 14.327168315649034 3.1838151812553397 3.1838151812553432 5.4124858081340772 5.4124858081340781 3.5021966993808791 6.0492488443851471 3.1838151812553397 16.078266665339481 3.1838151812553415 3.6613874584436408 3.1838151812553397 4.6165320128202429 3.8205782175064078 9.7106363028287834 4.7757227718830109 3.5021966993808737 5.2532950490713111 6.6860118806362152 4.7757227718830118 3.3430059403181067 3.1838151812553397 10.347399339079855 3.6613874584436417 4.457341253757475 5.412485808134079 3.5021966993808737 48.393990755081177 293.0701874345541 3.1838151812553397
leaf_count=30 90 20 20 34 34 22 38 20 101 20 23 20 29 24 61 30 22 33 42 30 21 20 65 23 28 34 22 304 1841 20
internal_value=-0.0421895 -0.0337962 -0.0318347 -0.0449527 -0.0294706 -0.0390863 -0.0348798 -0.0452713 -0.0417525 -0.0455992 -0.0285527 -0.0431835 -0.0417972 -0.0281205 -0.0429374 -0.0303827 -0.0442488 -0.0277333 -0.0437288 -0.0445026 -0.0451855 -0.0458195 -0.0443994 -0.0447949 -0.0274054 -0.0288013 -0.0458836 -0.0271383 -0.0459031 -0.0456188
internal_weight=0 123.054 105.543 373.78 79.5954 25.9481 11.4617 362.318 30.883 331.435 74.1829 26.1073 18.1477 70.5215 17.9886 7.95954 22.9235 66.7009 13.5312 14.4864 19.4213 313.287 13.5312 10.3474 61.4476 9.86983 299.756 51.5778 296.572 17.511
internal_count=3121 773 663 2348 500 163 72 2276 194 2082 466 164 114 443 113 50 144 419 85 91 122 1968 85 65 386 62 1883 324 1863 110
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 159 123 3 47 1 15 11 1 3 1 15 52 52 16 13 12 2 4 16 160 52 48 12 13 3 2 43 50
split_gain=907.961 189.672 112.241 103.01 41.7188 41.2977 37.935 28.4876 31.8846 28.2295 28.1629 25.0873 18.4339 17.4783 22.699 15.4207 11.4839 11.4283 11.7529 16.6849 8.50114 5.66925 5.48109 5.32458 4.13837 3.71843 3.08598 6.84607 2.19817 1.17861
threshold=0.10124500000000002 -0.38533999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 0.10019500000000002 0.12408500000000001 0.024640000000000006 0.081365000000000007 0.077845000000000011 0.090900000000000009 0.083135000000000014 -0.30407999999999996 -0.087769999999999987 0.11434500000000002 0.0057500000000000008 -0.076384999999999995 -0.040564999999999997 0.11474000000000002 -0.029144999999999997 -0.08595499999999999 -0.077609999999999985 0.51734000000000002 0.11013500000000002 0.10508500000000001 -0.08971999999999998 -1.0000000180025095e-35 0.081685000000000021 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=3 -2 12 4 7 17 16 8 11 -5 26 15 -3 -12 20 -1 -7 29 19 -19 -15 -21 -14 -20 -23 -11 -6 -28 -9 -4
right_child=1 2 5 9 10 6 -8 28 -10 25 13 -13 22 14 -16 -17 -18 18 23 21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021373959442828904 -0.003306786471603383 0.0053504096447769371 0.010327975714214968 -0.00044319331083184717 -0.0035826500356234805 0.0049845381444210872 0.0095090252906491687 -0.0037186851926841835 -0.0032176953870881328 0.010755398398848521 -0.003747259754039293 0.011591137172374293 -0.003735367475472704 0.0020948827798237487 -0.0037268301081986913 0.0060346916463698344 -0.0018786952034300748 0.00092241857904729703 0.010296394044308432 0.0046373954185235473 0.0081799743735874036 0.0096201169258997247 0.00098491321123028719 0.0064312114095967403 0.0062070671357314974 0.0067919920877533239 0.0016567255389646658 -0.0033615280143319366 -0.00081331067576477913 0.011891846942067068
leaf_weight=3.6737953573465401 16.322305798530579 3.8552533090114585 39.285079956054688 4.5192201733589163 277.84292714297771 3.3431239128112802 7.2905148714780799 9.935465529561041 5.532303422689437 4.4540232717990866 6.2545405030250576 4.0733164995908728 7.4744041860103589 4.0533672571182251 3.7188591212034217 4.8518309742212296 6.4979739487171182 3.6226189434528377 23.431423753499988 3.8271678984165254 4.2670663893222791 11.994832068681715 3.1728427559137344 3.7424330413341513 4.3953087925910941 4.1312218308448783 3.3061882853507987 9.6339049935340864 3.0914951562881461 4.9086094796657553
leaf_count=23 110 21 192 28 1883 18 38 65 35 23 40 23 48 24 24 28 42 19 115 21 26 60 20 20 23 21 20 65 20 26
internal_value=0 0.00634824 0.00759067 -0.00263453 -0.00295338 0.00860769 0.00430677 0.000365196 0.002804 0.00564396 -0.00328793 0.00544818 -0.000287363 0.000333384 0.00245332 0.00251324 0.000452817 0.0093816 0.00841127 0.00686929 0.00521557 0.00793487 -0.00232874 0.00976407 0.00870485 0.00884821 -0.00351575 -0.00207937 -0.0030292 0.0105017
internal_weight=0 143.164 126.842 353.34 340.235 112.339 17.1316 31.1582 18.1312 13.1045 309.077 12.5989 14.5025 18.2938 12.0393 8.52563 9.8411 95.2075 51.0138 23.8399 8.32043 20.2173 10.6472 27.1739 16.3901 8.58525 290.783 12.9401 13.027 44.1937
internal_count=3121 773 663 2348 2276 574 98 194 109 72 2082 74 89 114 74 51 60 476 258 123 50 104 68 135 83 44 1968 85 85 218
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 151 1 133 484 50 12 3 147 0 3 3 13 40 15 47 13 457 2 52 52 43 2 2 0 43
split_gain=709.702 149.734 79.4962 76.4147 34.6732 28.2904 23.4645 19.5354 17.4441 17.3782 20.4833 17.1182 15.8122 10.1785 9.01538 11.9542 9.03464 7.61422 19.012 13.3115 14.8135 6.62649 7.74338 4.10426 3.22882 2.53579 1.93404 1.59134 1.30534 1.17234
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.5145249999999999 1.0000000180025095e-35 -0.25159999999999993 -1.0000000180025095e-35 0.11534500000000002 0.091475000000000015 0.10732000000000001 0.084575000000000025 -0.053834999999999994 -0.12018999999999998 -0.14847999999999997 -0.0034749999999999994 -0.012109999999999998 0.050935000000000008 0.090100000000000013 -0.099939999999999987 0.082380000000000009 0.10855000000000002 0.12445000000000002 -0.43320999999999993 0.070450000000000013 0.092875000000000013 0.080205000000000012 -0.13843999999999998 -0.50216499999999986
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 -5 13 -7 -9 10 -3 14 21 -1 15 -4 -17 -10 19 23 -21 22 25 -19 -2 27 -8 -6 -16 -30
right_child=1 3 11 5 12 7 26 8 17 -11 -12 -13 -14 -15 28 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0040473436530421205 -0.0040260586817092514 0.0082944230440583529 -0.0035782129389647253 -0.0023494000100103209 -0.0017729061081210667 -0.00039390856115820519 0.010422001473229888 0.0015403472772880407 0.0094389222800339567 -0.0037681820518557793 -0.0030124570562651549 0.0041022765156738623 0.0058028378663930336 0.0043083738747952552 -0.0016554604028180522 0.0054263149897378141 -0.0017479723399960096 0.0090235520753323799 0.0011350348402076234 0.0091396360316050307 0.00076865894289955062 0.0018219841668344909 0.0020572699479676168 0.0056590467564698451 -0.00045940372072069536 -0.00022002366566598584 0.0072306313633822561 -0.003870156056397971 -0.0019381668221000038 -0.0039790101599429025
leaf_weight=3.1082559525966635 14.838244214653971 4.1761787086725217 13.507659524679186 3.0911235213279715 5.4442877620458701 3.0990622341632834 4.1663120537996274 4.3532698005437842 46.124155014753342 7.8191986232995987 3.1698414087295532 3.1624947786331168 3.6052735745906821 3.4705222547054291 2.8148826062679282 3.7106658220291138 4.218933939933776 52.650114864110947 4.6515086591243735 4.2891897559165955 5.3353034555912 5.4294730275869361 4.0991536676883689 4.42032167315483 3.5348547250032416 3.3897016644477835 4.3823666423559189 16.111462011933327 3.2077549099922171 242.08034427464008
leaf_count=22 107 23 94 17 34 16 20 24 204 50 22 18 21 20 20 20 28 232 24 20 33 32 24 21 23 22 20 112 23 1775
internal_value=0 0.0056733 -0.00292333 0.00682989 0.000826494 0.00767317 0.00512186 0.00792117 0.00813269 -0.000288435 0.00341545 -0.00365496 -0.000879889 0.000360573 -0.00374597 -0.00165938 0.00160924 0.00837699 0.00769048 0.00814767 0.00449921 -0.00157876 -0.00221448 0.00876296 -0.00333986 -0.00291644 0.00878599 -0.00334046 -0.00392626 -0.00395232
internal_weight=0 161.552 325.91 143.179 53.2068 128.014 15.1275 124.923 121.824 15.1652 7.34602 272.703 38.0794 6.57878 269.54 21.4373 7.9296 117.471 71.3464 66.6949 9.62449 34.4741 29.0446 57.0704 18.3731 24.9455 8.54868 21.5557 248.103 245.288
internal_count=3121 816 2305 686 327 591 82 574 558 95 45 1978 245 42 1960 142 48 534 330 306 53 224 192 253 130 168 40 146 1818 1798
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 151 1 128 3 50 12 484 147 3 3 42 47 49 15 13 457 2 15 43 2 51 0 43 47 2
split_gain=573.491 112.651 71.9628 54.535 26.66 20.3359 16.5087 16.024 14.946 14.3398 16.7619 14.2174 13.473 8.80467 10.4171 7.30199 6.83675 11.0921 7.31137 6.7757 6.50148 6.74893 5.25029 2.37427 1.58547 1.36745 1.30179 1.17769 1.16517 1.15044
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.5145249999999999 1.0000000180025095e-35 0.089035000000000017 0.10732000000000001 0.11534500000000002 0.088365000000000013 -1.0000000180025095e-35 0.08598500000000002 -0.12018999999999998 -0.14847999999999997 -0.031659999999999994 0.083875000000000019 0.090000000000000011 -0.10653 -0.0034749999999999994 0.082380000000000009 0.10855000000000002 0.050935000000000008 0.070450000000000013 0.080205000000000012 0.10532000000000001 -0.13843999999999998 -0.50216499999999986 0.11419000000000001 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=2 28 4 9 6 -5 15 11 13 10 -3 -7 20 14 -4 -1 22 18 -18 -16 21 23 25 24 -6 -13 -15 -28 -2 -8
right_child=1 3 8 5 12 7 29 -9 -10 -11 -12 16 -14 26 19 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020462689402474506 -0.0025855230059616771 0.0050358778201892102 -0.0022690891200543954 -0.0014355686839490497 -0.0010787958153029389 0.00071701905854034103 0.0055267696693342815 -0.00010280788602917511 0.0022599836787533098 -0.0023865166203847466 -0.0014665419885997093 0.0050315420798219416 0.0037438790023143318 -0.0010089409491020468 0.0029523508880256915 0.0025798862235178674 0.0032993435406306814 0.0051778880752243557 -0.00065376048719111447 -0.0010653056214038874 0.001137025124127533 0.0011723273340498613 0.0031192727003382125 -0.000130061604784345 -0.0024740094397572654 0.0038591531834514955 -0.0011886203770987735 -0.0025531089423450172 -0.0010110538621452491 0.0039808245615051375
leaf_weight=3.3770310431718817 13.330167785286905 3.9716325551271421 12.586104065179827 2.9835470914840689 5.2757107913494208 4.6470893323421469 4.596650764346121 3.7705514132976523 3.3668804466724387 7.2945097088813782 3.6697096973657608 94.078374698758125 3.2338800877332678 2.7235997021198264 3.997144341468811 3.1943252831697464 5.6564617455005646 8.5602880567312223 3.7389793097972888 4.0821793079376203 5.9752171337604514 4.226966828107833 7.9501516669988623 3.3761726319789878 15.233964085578917 5.0431805253028861 3.0854400992393485 223.05670057237148 2.723417565226554 4.6678122580051422
leaf_count=23 104 19 94 17 34 25 20 21 18 50 26 388 17 20 20 19 27 38 21 28 34 24 38 22 114 22 23 1775 20 20
internal_value=0 0.00320644 -0.00184295 0.0037924 0.000476961 0.00422803 0.00286168 0.00435465 -0.00233059 -0.000186772 0.00191313 0.00448426 -0.000534884 -0.00239253 -0.00102136 0.000202497 0.00462429 0.00337176 0.00172618 0.00092238 -0.000940803 -0.00138243 0.00483433 -0.00183454 -0.00211512 0.00497189 -0.00251634 -0.00253449 -0.00231842 0.00474786
internal_weight=0 167.418 306.056 151.364 53.1577 136.429 15.8358 133.445 252.898 14.9359 7.64134 129.675 37.3219 249.531 20.6654 6.57136 125.027 17.9557 9.39544 8.07932 34.088 28.1128 107.072 23.8858 20.5097 99.1216 228.866 226.142 16.0536 9.26446
internal_count=3121 816 2305 692 327 597 82 580 1978 95 45 559 245 1960 142 42 534 86 48 48 228 194 448 170 148 410 1818 1798 124 40
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 51 148 3 1 50 12 12 47 2 4 3 3 0 3 13 3 0 1 4 0 38 49 1 0 160
split_gain=473.273 88.7781 65.3056 41.151 21.0379 19.366 13.8663 13.2069 12.4262 12.0245 16.6939 12.0101 15.0235 10.376 16.8901 8.5968 9.11276 6.25064 5.90441 5.20004 5.17297 5.2691 4.07796 3.50986 6.31161 2.46152 2.21634 1.40024 1.30364 1.20781
threshold=0.099195000000000019 -0.40306999999999998 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.25354999999999994 -1.0000000180025095e-35 0.10732000000000001 1.0000000180025095e-35 0.11534500000000002 0.051320000000000005 -0.040564999999999997 0.12033500000000001 0.11474000000000002 -0.033174999999999989 -0.12018999999999998 -0.14847999999999997 -0.030209999999999997 0.10299500000000002 -0.0034749999999999994 -0.10023499999999998 -0.15202999999999997 0.086105000000000015 0.27834500000000006 -0.11991499999999998 0.095410000000000009 0.005085000000000001 0.11230000000000001 -0.13843999999999998 -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 -2 4 9 8 -5 -6 15 17 10 -3 25 13 14 -13 16 29 -1 20 -18 -8 22 -22 24 -16 -7 -15 -25 -17 -4
right_child=1 3 7 5 6 11 18 -9 -10 -11 -12 12 -14 26 23 28 19 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023965191918262942 -0.0029460901293184363 0.0060120153185193913 -0.0010597955757406506 -0.0018319770176973692 0.0049155165894778667 0.0056908177229105898 0.0014321648603102673 0.0023754128428504595 0.005022246183333523 -0.0028446914029480086 -0.0018862941071339705 -0.0012431182219911862 -0.0003083059355107859 0.0056632973956870997 0.004618949777583618 -0.0011536913207193273 0.0030848407202714013 0.0028643893965022344 0.0020455836905977787 -0.0012182731669685034 -0.0021842261321183406 -0.0029141445253109853 0.0012537635213312498 0.0042269992276073509 0.00070331120196459444 0.0037655182614496087 0.0038820690462202847 0.0058823964239062276 -0.0030605084357470894 -0.003161597886320585
leaf_weight=3.3066267371177682 14.242529816925524 3.8921449333429319 2.5368779376149169 3.3894036561250678 3.0261455923318854 59.590646833181381 3.7736747935414341 3.5339936763048163 9.6637254506349546 6.7960351407527924 3.8896279484033585 5.2067169174551884 5.5918614566326132 27.743935316801071 7.1433527171611786 2.6396262347698203 4.2189454585313797 3.2610703855752963 3.8165824115276328 3.9559123218059522 4.8828787729144114 15.865283966064451 5.1574675589799881 8.9635905474424344 5.1505245119333356 5.2532375156879416 6.2162666022777548 6.3437521010637274 208.11255291104317 9.181525297462942
leaf_count=25 119 17 20 22 15 241 22 18 40 50 28 27 31 113 30 20 20 17 24 28 35 116 33 38 26 22 26 26 1798 74
internal_value=0 0.00349642 -0.00218692 0.00408776 0.000523267 0.00453487 -0.000611852 -0.00279744 0.00307738 -0.000224312 0.00206414 0.00469215 0.00393699 0.00429253 0.00321112 -0.0028767 -0.00118238 0.000215689 -0.00111122 0.00100251 -0.00151716 -0.00194679 -0.000418219 0.00405137 0.00297849 0.00553484 0.00533725 0.00491304 -0.00303663 -0.00270659
internal_weight=0 169.414 286.933 155.171 52.7535 140.593 36.522 234.179 16.2314 14.5778 7.78177 137.204 72.36 66.7681 32.8079 230.645 19.8933 6.5677 33.4959 8.17486 29.6793 25.9056 10.0403 27.6012 12.2939 64.8439 33.9602 15.3073 210.752 11.7184
internal_count=3121 816 2305 697 327 602 245 1978 82 95 45 580 317 286 147 1960 142 42 230 48 206 184 68 120 56 263 139 64 1818 94
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 51 474 1 47 1 12 13 0 15 1 150 4 0 12 150 12 15 4 48 50 0 1 3 148 2
split_gain=396.283 71.7141 59.3307 33.4595 24.9971 18.1033 14.6939 16.2271 13.4058 12.6774 13.7593 12.2351 11.6179 7.98876 13.6878 6.79674 6.64519 5.51378 5.49737 5.40249 5.23049 5.09403 4.26099 3.9964 2.10484 1.89873 3.3898 1.71051 1.57358 0.998535
threshold=0.099195000000000019 -0.40306999999999998 0.079890000000000017 0.26391000000000003 -0.40274499999999996 -0.096089999999999981 0.084660000000000027 0.093575000000000019 0.083875000000000019 0.13501500000000002 -0.054684999999999991 -0.15078499999999997 -0.070154999999999981 0.050935000000000008 0.13021500000000003 0.083095000000000016 -0.15764999999999998 0.11070500000000001 0.051320000000000005 0.083895000000000011 0.095110000000000014 -0.14147499999999996 -0.42529999999999996 0.10911000000000001 0.10883000000000001 -0.13027499999999997 0.080270000000000022 -0.055119999999999995 -0.07990499999999999 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 -2 5 4 -3 -1 7 12 13 10 -10 20 15 23 -15 29 17 -13 -5 -9 -4 -12 -14 24 28 26 -18 -23 -6 -7
right_child=1 3 11 18 8 6 -8 19 9 -11 21 16 22 14 -16 -17 25 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035006842934199324 -0.0031174737265623454 -0.0036066331945137464 -0.0020639758325188915 0.0018405789867197151 0.0037479582864282115 -0.0015755903244694162 0.0054836534361757854 0.0014223864949744725 0.0042990675062978293 0.0060436844401677309 0.001845065220071026 0.0016189523719415035 0.00021485282769890439 -0.0011378689120255922 0.0058261294765096332 0.00066169218264414218 -0.0033900797868126552 -0.0028778997012203775 -0.00268931218908908 0.0056268639492126973 0.0024169917168574942 -0.00077973632100448499 0.0043884423994756038 0.0025383668634949602 0.0032702529972212049 -0.0032625769442481477 0.0010137354733542234 -0.0037435423252086459 0.0054363583006314256 -0.003479058745011256
leaf_weight=8.0815756693482381 13.146334566175936 3.2946758717298499 4.045510105788706 3.4462326839566213 4.9318942427635184 3.0557222217321423 5.9933292493224135 4.8498497083783132 7.4444315433502242 6.4428136125206938 3.7148327678442037 4.5138761922717077 4.1842586621642113 4.7575788497924787 4.8266764581203461 6.2546134665608397 3.693753518164157 4.7509104311466217 6.6874693781137466 5.5784640237689018 4.8774675354361534 3.0033491104841268 4.1225406825542468 4.7729687839746466 4.301763340830802 192.23638282716274 2.4800462424755096 3.6767234802246023 93.967509657144547 9.9820875450968725
leaf_count=63 119 23 32 20 20 23 29 25 31 29 19 35 24 25 20 38 31 39 49 24 26 19 23 20 20 1797 18 23 379 78
internal_value=0 0.00341655 -0.00228385 0.00396978 0.00432717 0.00050762 0.00124348 0.000575213 0.00451145 0.00254058 0.00127541 -0.00295534 -0.000594715 0.00491855 0.00236923 -0.00183514 -0.00309888 -0.000686998 -0.0011488 0.00367151 0.000385405 -0.000890021 0.00228614 0.00514483 0.00526538 -0.0032115 -0.00162105 -0.00241102 0.00535216 -0.00303294
internal_weight=0 168.415 268.7 155.269 145.135 52.1024 44.0209 38.0275 141.841 24.2822 17.8393 216.598 27.5992 117.558 9.58426 19.2924 207.675 9.26479 10.1337 10.4283 8.92298 10.3949 8.3068 107.974 103.201 198.41 6.1738 6.68007 98.8994 13.0378
internal_count=3121 816 2305 697 628 327 264 235 605 121 92 1978 186 484 45 139 1920 74 69 49 58 61 47 439 419 1846 49 42 399 101
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 151 447 133 16 3 1 484 3 3 0 13 40 15 47 13 51 133 52 2 12 4 52 52 0 43
split_gain=422.837 76.4725 61.5023 36.4807 19.8743 17.2802 16.8055 13.1409 12.8033 12.5894 11.2825 8.82286 8.62665 9.95107 6.59301 5.28318 5.0634 12.081 7.16442 8.43942 4.70711 6.63602 6.48569 6.48529 4.51863 3.53848 3.214 2.84909 1.28771 1.40091
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 -0.5145249999999999 0.084700000000000011 -0.25159999999999993 -0.15012499999999998 0.10732000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.12018999999999998 -0.14847999999999997 -0.026509999999999995 -0.0034749999999999994 -0.012109999999999998 0.035560000000000008 0.090100000000000013 -0.074044999999999986 -0.096089999999999981 -1.0000000180025095e-35 0.10898500000000001 0.090545000000000014 0.051320000000000005 -0.0016099999999999997 0.12445000000000002 -0.43320999999999993 -0.13455999999999999 -0.50216499999999986
decision_type=2 2 2 2 2 2 2 2 2 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 8 10 -5 20 -7 -3 12 14 -9 13 -4 -1 -15 -13 18 26 -20 -6 -22 23 25 -10 -23 -18 -2 -14 -30
right_child=1 3 9 5 6 7 -8 11 24 -11 -12 16 28 15 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026064087796633215 -0.0033716160380627045 0.0047735182441017154 -0.0029445146662388033 -0.0021700260500554683 -0.0034395377901954966 -0.00096073269731233098 0.0066187807155742972 0.0009226752321865627 0.0003482161457281729 0.0024996007924853415 0.005299861128456965 0.005902669268616146 -0.0012189012658762118 0.0036754292149458155 0.003344042234401619 -0.0011669286419172932 0.0056089715862214576 0.00057814353828739343 0.0054003647392973026 0.00010145417594412415 -0.0031445227883005597 0.0015676438291516565 -0.0035429881951302409 0.0031345317450384011 -0.0034792754357311976 -0.0020923043435838256 0.0031093460198168563 -0.00024865207946149601 -0.0011609939530221117 -0.0033229856614678385
leaf_weight=3.3350024372339258 11.755270868539808 3.3988140746951094 11.530487053096296 3.0760150104761115 6.5683331415057173 3.2507354021072379 2.5665564686059943 4.3791216164827338 4.8156805187463743 3.5699778646230689 9.7014124691486341 50.401703059673309 2.6328986436128607 4.0862347036600113 3.1356077045202273 3.7503926381468764 56.831111699342728 5.7077820897102347 5.2615497559309006 5.1740917190909368 6.893551558256152 3.8534019440412566 3.3217439278960219 6.9445966929197303 6.0284142792224884 5.6609786003828058 4.8452628105878821 3.2327595353126517 2.637513928115367 189.44555323570967
leaf_count=26 107 18 94 17 55 16 11 24 29 18 40 204 21 20 16 28 229 27 22 31 52 25 25 39 48 38 21 23 23 1774
internal_value=0 0.00365313 -0.00229963 0.00427461 0.000579504 0.00473496 -0.000644697 0.00489131 -0.000215779 -0.00298724 0.00329021 0.00503477 -0.00307874 -0.00120356 0.000277134 0.00135801 0.00517521 0.00470406 0.00503063 0.00277311 -0.00120549 -0.000655369 0.000212097 0.000969947 -0.00177955 -0.000609995 0.0054126 -0.00269803 -0.00326525 -0.0032933
internal_weight=0 168.158 269.634 153.17 51.9812 138.927 35.8092 135.851 14.2429 217.653 16.172 132.601 214.083 19.3671 6.47061 7.83663 128.222 77.8198 72.112 10.4356 33.2426 26.6743 19.7807 16.459 10.8441 9.51438 61.6764 14.988 194.716 192.083
internal_count=3121 816 2305 686 327 591 245 574 95 1978 82 558 1960 142 42 48 534 330 303 53 234 179 127 102 77 63 250 130 1818 1797
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 484 160 43 447 40 13 47 1 43 1 15 1 160 42 3 0 4 51 133 52 2 12 4 48 1429 12 1
split_gain=345.04 60.6154 54.8218 28.4109 22.1697 15.3451 13.6683 13.6149 11.6156 9.38182 11.6659 9.21104 8.48843 8.08006 16.4864 8.04598 7.09059 6.6059 7.511 8.8586 4.52281 6.22951 5.87114 5.59668 4.33061 3.17119 2.77845 2.47944 2.05023 1.46418
threshold=0.099195000000000019 -0.40306999999999998 0.079890000000000017 -1.0000000180025095e-35 -0.40698999999999991 -0.073404999999999984 0.084700000000000011 -0.0087249999999999984 -0.15078499999999997 0.086785000000000015 0.12337000000000002 -0.015774999999999994 1.0000000180025095e-35 0.050935000000000008 0.11634000000000001 0.081905000000000019 -1.0000000180025095e-35 -0.097604999999999983 -0.060129999999999996 -0.42529999999999996 -0.096089999999999981 -1.0000000180025095e-35 0.10898500000000001 0.090545000000000014 0.095110000000000014 -0.0016099999999999997 0.10713500000000002 0.083810000000000009 0.12477500000000001 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 -2 5 7 -5 12 20 -3 24 13 11 -11 16 26 -15 -9 -1 18 27 -20 -7 -22 23 25 -4 -23 28 -10 -6 -12
right_child=1 3 8 4 9 6 -8 15 17 10 29 -13 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025345258511191323 -0.0029186673999633604 0.0046376560239116231 -0.0018645649942562919 -0.0027698281082128655 0.0048217482239661328 -0.0032151008197697766 0.0054888061585089193 -0.0034341223259273627 -0.0030049000953873656 0.0030823670354898592 0.0034132143617254737 -0.0019134721388882941 0.0043207986760828258 -0.0028653211355681371 0.0045935951311855214 0.0021909736099584615 0.003316564181366007 -0.0031082937195248436 -0.0020724529540703382 0.0036794077560484886 -0.0029133043430058661 0.001385512620889838 -0.0032931706320755852 0.0027453776308279201 0.0020541577103941893 -0.0018964587396756243 0.0025729914714248598 0.00014650789089023025 0.0029737880399213169 0.0055255129085748644
leaf_weight=3.4136691167950639 12.149500124156473 3.2100430876016608 3.8580718263983709 3.7494307756423941 95.127663485705853 6.1678507775068274 2.6584245115518561 7.4048604145646078 15.799880780279642 5.4761932492256165 4.6582890972495061 5.9660673290491122 9.8398096859455091 3.4891891255974752 6.6855325847864151 2.6791661083698273 3.0200382098555583 165.5665589645505 4.5033318772912025 3.8364970013499242 6.556370876729491 3.9030502736568495 3.0981662794947615 7.0898788124322882 5.0218117833137512 5.4701657146215448 4.8368632793426505 2.2005871981382361 4.8833856284618369 5.5803622901439667
leaf_count=26 119 14 32 26 390 55 11 53 148 28 21 35 40 21 28 17 16 1693 37 27 52 25 25 39 26 38 20 15 20 24
internal_value=0 0.0030624 -0.00210331 0.00353504 0.0039029 0.000465388 -0.000573605 -0.000351445 -0.00275854 0.00408592 0.00240755 0.000477505 0.0026964 0.00440228 0.00203573 -0.00193962 0.000212027 -0.00290246 -0.00160862 0.000573524 -0.00107279 -0.000566871 0.000219586 0.000880647 0.000351578 -0.000529831 0.00463194 -0.00261964 0.00473152 0.00456448
internal_weight=0 165.897 252.004 153.747 140.453 51.2174 34.9439 13.2941 200.787 136.704 21.6809 11.4423 16.2735 115.023 10.1747 10.084 6.43371 191.907 26.3403 8.33983 32.2855 26.1176 19.5613 16.4631 8.87988 9.37322 104.848 18.0005 100.011 10.2387
internal_count=3121 816 2305 697 613 327 245 84 1978 587 108 63 82 479 49 70 42 1920 227 64 234 179 127 102 58 63 430 163 410 45
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 51 133 43 13 474 1456 150 3 0 4 49 50 159 43 1 4 0 43 15 47 3 474 12 160 151
split_gain=293.142 50.312 49.6907 23.483 19.1636 13.3381 10.9517 10.9236 10.9062 10.6952 8.87785 8.42816 6.65395 6.71538 6.87682 6.19357 5.89336 5.67872 5.63003 5.47455 5.06094 3.67867 3.39036 6.74767 4.38696 5.27927 2.60355 2.32389 2.93537 0.945779
threshold=0.099195000000000019 -0.40306999999999998 0.079890000000000017 0.19022000000000003 -0.40274499999999996 -0.096089999999999981 -0.25159999999999993 -0.079109999999999986 -0.15078499999999997 0.084660000000000027 0.061930000000000006 0.09487000000000001 -0.097604999999999983 -0.060129999999999996 -0.42529999999999996 0.27293500000000009 0.10987000000000001 -0.17999999999999997 -0.24021999999999996 1.0000000180025095e-35 -0.14723499999999998 -0.11756999999999999 -0.035139999999999991 0.035560000000000008 0.086785000000000015 0.20828500000000003 0.079590000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 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=2 -2 5 4 -3 -1 -6 19 21 11 15 20 13 26 -15 18 17 -5 -8 -7 -9 -4 -20 24 29 -26 -10 -22 -29 -24
right_child=1 3 8 16 6 7 10 9 12 -11 -12 -13 -14 14 -16 -17 -18 -19 22 -21 27 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0032623438741385038 -0.002895025909717212 -0.0034024292245613983 -0.0018626093947361061 0.0034916965608930393 -0.001174842241650851 0.00079197638731412154 0.0012660899561843754 0.00098148880631408471 -0.0029863787233965398 0.0042764831414339186 -0.00019137543764005335 0.0029841163461065538 -0.0031049940925524894 -0.0019926559059513203 0.0030962417198391718 0.00080768703661207402 -0.0032809706264302421 -0.0015707049621009599 0.0047677154281277976 0.0043845007767965172 -0.0033837992296982698 0.0018263949071117523 0.0045898334401329359 0.00090384381844510334 4.9268367940506571e-05 0.0041576415618781648 0.000395847489104765 -0.0033549760281686046 5.5334470852196767e-05 0.0032749281608613649
leaf_weight=6.7166832387447348 11.196973681449888 3.0254219695925704 3.6189798638224602 3.4777917787432671 3.4746613129973403 5.4187007844448081 5.1965552866458884 5.3015114292502465 14.706994026899343 4.011908955872058 4.0993196070194236 4.1691293790936461 151.5639585480094 4.2748369947075844 4.1316613107919675 4.5983397662639609 4.1761712282896042 3.5354049354791623 55.193370640277863 8.8170657902955991 7.1278878003358921 5.2290234863758069 43.191459536552429 5.7308761477470389 4.2847588062286359 5.8581137508153915 2.051982343196868 3.1741024106740987 5.3845308199524773 4.8100161850452414
leaf_count=63 119 23 30 20 19 34 25 33 149 19 24 21 1693 37 27 23 36 20 232 36 60 28 180 27 24 24 14 25 36 20
internal_value=0 0.00285755 -0.00205882 0.0032851 0.00359967 0.000426339 0.00375494 0.000997144 -0.00273002 1.13467e-05 0.00388376 -0.000668831 -0.00288259 -0.00154315 0.000508457 0.0040134 -0.000635566 0.000939702 0.00413202 0.00301704 -0.00139446 0.000317531 0.0042571 0.00381589 0.00410291 0.0024221 -0.00257226 -0.00219746 -0.00120943 0.00445807
internal_weight=0 161.849 235.699 150.652 139.463 50.1215 136.437 43.4048 185.577 29.1691 132.963 25.1572 176.729 25.1655 8.4065 128.863 11.1894 7.0132 124.265 14.2358 20.988 8.848 119.069 63.8752 58.1443 10.1429 16.759 15.6865 8.55863 48.0015
internal_count=3121 816 2305 697 621 327 598 264 1978 194 579 175 1920 227 64 555 76 40 532 70 154 58 507 275 248 48 163 121 61 200
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 52 12 159 51 151 13 15 47 474 1 3 128 12 3 42 12 47 4 11 15 4 12 42 1 52 4 123 2 1
split_gain=333.807 57.3152 53.8764 28.4622 13.6371 12.2723 11.8275 11.6438 10.2969 10.0101 12.5633 10.7429 9.00187 8.18402 6.63561 6.587 6.18693 11.2009 7.84159 6.04811 5.71749 4.21831 4.20703 4.18122 3.21568 4.2328 2.64055 2.54978 1.81055 3.68229
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.096089999999999981 -0.5145249999999999 -0.15078499999999997 0.082685000000000022 0.086785000000000015 0.084660000000000027 0.093575000000000019 -0.14989499999999997 0.086435000000000012 0.091545000000000015 -0.097604999999999983 -1.0000000180025095e-35 -0.040564999999999997 0.10372500000000003 -0.064804999999999988 1.0000000180025095e-35 -0.10324499999999999 -0.16363499999999997 0.095110000000000014 0.086555000000000007 0.086105000000000015 -0.067494999999999986 0.08184000000000001 0.083430000000000018 0.090790000000000023 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 26 4 8 -1 -5 22 9 13 10 11 -6 16 -3 15 -8 -7 18 -18 23 -19 -13 -4 -17 -23 -26 -2 -12 29 -20
right_child=1 3 6 5 7 12 14 -9 -10 -11 27 21 -14 -15 -16 19 17 20 28 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029976333636995618 -0.0027724933230410761 0.0038041635121577161 -0.0016770433068837413 -0.0016244920254029978 0.0037884806794276759 0.0046000411495943239 -0.0029542325463660555 -0.0033303726298861314 -0.0027145631386438101 0.0045648731732575269 0.0018008358811068474 0.0016225568497436214 0.00015181146620778653 -0.0019994384860864303 -0.0028862137395814867 0.0025997703328313718 0.0010974338735494529 0.0029181873001929747 0.0013379052588372152 -0.002206596100098805 -0.0014923599208450677 -0.0025099912858870597 0.0019737729044876345 -0.0013164559431441312 0.0016992046226141089 -0.0023921562518983645 0.00039790305394950981 0.0044685836066515466 0.0044156858557402008 0.0044715165349469323
leaf_weight=6.5542449727654448 11.073671557009218 4.9574462622404081 3.7489421591162664 2.8174450099468222 3.9755068719387046 62.421121209859848 11.159806780517103 3.7915138080716124 6.0983986705541611 6.0165278464555731 4.1966414451599103 3.6379763856530181 4.2693401277065268 2.4913212656974792 152.620002835989 5.2350538596510869 6.3146771788597027 3.7655190974473953 4.2794457674026543 6.2743281349539748 4.2913470119237882 9.1479213163256734 5.0625163018703461 2.8859383836388588 3.8091398850083351 3.1545382440090171 2.1389274150133124 5.8566988706588745 42.762737438082695 6.3648891150951385
leaf_count=63 113 24 32 17 18 255 112 28 50 27 23 22 22 21 1693 35 29 18 20 55 29 76 26 25 22 24 17 24 175 26
internal_value=0 0.00295777 -0.00188904 0.00341476 0.00051551 0.00377122 -0.00253383 0.00104379 -0.000197591 0.00146055 0.000907613 -0.000129436 0.00388428 0.00186309 -0.00267993 -0.00144796 0.00400667 0.00346019 0.00385024 -0.000280243 0.000568987 -0.000918097 0.000420489 0.00120807 -0.00149177 -0.000154177 -0.00225925 0.00335497 0.00417572 0.00321168
internal_weight=0 164.046 237.127 150.834 50.1407 137.287 186.987 43.5865 13.5472 39.795 33.7784 23.7251 134.469 7.44877 178.175 25.5551 130.2 67.7786 59.7217 14.3953 8.05687 19.7496 8.81146 8.12099 16.1116 6.96368 13.2126 10.0533 53.4071 10.6443
internal_count=3121 816 2305 686 327 591 1978 264 95 236 209 162 574 45 1920 227 552 297 250 115 47 144 58 60 122 46 130 47 221 46
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 12 51 13 15 13 159 4 4 0 4 40 15 3 42 11 47 40 16 2 4 12 48 4 49 42
split_gain=266.067 46.9358 44.7281 21.1481 14.1309 14.0312 11.6579 10.7094 10.0757 9.50297 8.09562 7.53976 10.99 11.1369 7.04982 11.5626 7.54261 6.70707 6.26396 5.36164 4.60681 4.51306 4.12229 4.00713 3.94813 3.30247 3.18475 2.47803 2.45869 2.24626
threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 0.086785000000000015 0.11720500000000002 -1.0000000180025095e-35 -0.096089999999999981 -0.15078499999999997 0.082685000000000022 -0.14819499999999997 -1.0000000180025095e-35 -0.0024449999999999997 0.0052350000000000009 -0.13027499999999997 -0.033174999999999989 -1.0000000180025095e-35 0.050935000000000008 -0.097604999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.11402500000000002 -1.0000000180025095e-35 -0.069144999999999984 0.088930000000000023 -0.42529999999999996 0.095110000000000014 0.11013500000000002 -0.072334999999999997 0.10595500000000001 -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 6 -2 4 14 20 -1 25 10 -7 -8 24 -13 -14 15 -4 -17 18 -9 23 -5 -15 28 -20 -12 -3 29 -26 -11 -16
right_child=2 7 3 5 -6 9 8 17 -10 22 11 12 13 21 26 16 -18 -19 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.003075444284389378 -0.0027375854941699379 -0.0016610613894754893 0.0046483218784098019 0.0011838610349372404 -0.0010660368705798376 0.003371170865131569 -0.0022653209928861239 -0.0030220531473176089 -0.0034219098986467112 -0.001537606441262827 0.00076532766755463982 -0.0024663114038231582 0.0046127861252676684 -0.0022945497539172532 0.0023523867413704274 0.0025883951873737101 -0.0025070344053924145 -0.0029538973886595607 -0.0010804332192758193 -0.0021983728394459512 0.0046597671199187455 0.002109677755226191 -0.0032172196401212116 0.0027821776308242971 0.0054069519703477883 0.0017070677569844129 0.0018609755943138407 0.0029009572237060667 0.0016227015240229555 0.0042240010329743678
leaf_weight=6.0819363594055167 10.396630853414534 3.5940500199794752 6.9255785942077628 4.6273393779993075 4.6290983632206908 3.5582363903522518 4.1267932653427115 10.221002675592901 3.5762649625539771 4.3586474657058742 4.0241288170218494 5.9469985961914125 6.1624902188777906 3.9250415414571771 4.9494747295975676 4.0919132828712446 4.4212771877646446 139.07806701213121 3.3425408527255041 5.9034577012062064 7.021819144487381 3.0050097703933707 6.2148775085806802 4.7661383301019669 4.6551181748509416 5.2260151505470276 4.7688338458538047 7.5973034128546653 3.0686335563659668 89.761078402400017
leaf_count=63 119 32 29 20 29 16 29 112 28 31 21 45 31 33 22 18 27 1693 25 55 30 17 51 35 21 26 20 39 19 385
internal_value=0 -0.00190297 0.00268555 0.0030655 0.00356707 0.000987071 0.00042954 -0.00256832 0.000925066 -0.000565197 0.0013192 0.00173807 0.000582603 0.00196751 0.0037537 0.00205324 -5.78873e-05 -0.0027251 -0.00141202 -0.00023759 0.00327905 -0.000384788 -0.00159191 0.00118994 0.00308967 0.000334603 0.0040176 0.00385307 -0.000231903 0.00412619
internal_weight=0 221.232 158.793 148.397 119.547 28.8496 49.1011 172.131 43.0191 17.2004 39.4429 35.3161 19.0395 13.0925 114.918 15.4388 8.51319 163.311 24.2331 14.0121 11.6492 6.93005 13.6422 8.10868 16.2766 8.82007 99.4794 12.2524 7.42728 94.7106
internal_count=3121 2305 816 697 530 167 327 1978 264 117 236 207 126 81 501 74 45 1920 227 115 50 50 101 60 81 58 427 60 50 407
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 43 447 13 50 12 128 1 3 484 42 16 11 13 457 0 0 12 47 4 2 1 4 0 2 2
split_gain=309.609 52.5074 51.5067 26.4596 14.9206 13.5451 12.3556 11.1634 9.80393 10.5825 9.33075 8.60758 6.59203 6.34162 5.94433 5.55117 4.99825 4.18064 4.68286 3.88206 3.7318 3.46526 5.14405 4.01426 5.50968 3.42796 2.65824 2.30589 1.42173 1.19461
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.5145249999999999 -0.073404999999999984 0.084700000000000011 -0.15078499999999997 0.11534500000000002 0.051320000000000005 0.086435000000000012 1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0057500000000000008 1.0000000180025095e-35 -0.099939999999999987 0.082380000000000009 -0.11756999999999999 -0.060129999999999996 -0.054684999999999991 0.10019500000000002 -0.011884999999999998 0.11474000000000002 0.11866500000000001 0.08184000000000001 0.056435000000000006 0.080205000000000012 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=2 26 5 8 -5 11 17 19 9 -3 13 15 14 -6 -9 -1 20 -7 27 -4 -16 -15 23 24 -23 -24 -2 28 -19 -13
right_child=1 3 7 4 10 6 -8 12 -10 -11 -12 29 -14 21 16 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028837526800635661 -0.0033535165149536357 0.0056973489098973889 -0.0020940750212646133 -0.0024886988913708605 0.00086621536548278926 0.0019367126051670156 0.0059983592694889806 -0.0035626151143813428 -0.0032460923278557689 -0.0019079175653521285 -3.9627719828420867e-05 0.0059854671787489587 -0.0034943145766391146 0.0054306643723207688 -0.0012599372233981021 0.0029994535078930189 -0.002627951888203858 -0.0012107432758917027 0.00086701808303493461 0.002159869036019787 0.0029658428206111825 0.0009986644293880592 -0.00051534208549124712 0.0051165420397262561 0.0051466668240676781 0.003872506968053194 0.00057747924876821164 0.00052647559634251442 -0.003231565298845324 0.0037615142092160686
leaf_weight=3.1512451320886639 10.709642529487608 4.0226039439439756 3.6901393234729767 3.0885767936706534 4.1461905539035788 3.9273564517498043 2.6747924685478202 10.492088288068773 6.065686471760273 3.4256896898150444 4.2764009535312644 4.8603291511535627 146.33351834118366 58.132700517773628 3.7329039499163619 3.3414809331297874 6.1155496835708609 4.7824001759290793 6.1206903234124175 5.2634503170847875 4.8702905923128119 6.3517254739999682 3.3581538200378409 46.115354821085937 6.6055315583944321 3.8812670484185219 2.076842449605464 2.5587154999375334 13.341618560254572 4.9094017446041107
leaf_count=23 113 17 30 17 24 26 11 112 50 28 22 20 1693 240 31 19 55 36 37 28 29 31 20 190 27 20 17 14 121 20
internal_value=0 0.00346983 -0.0022658 0.00399892 0.00442074 0.000601859 -0.000556799 -0.0030549 -0.000244749 0.00219946 0.00458135 0.00298192 -0.00323558 0.00473502 -0.00173375 0.000144039 -0.000430069 -0.00112736 -0.00157632 0.000406645 0.00113229 0.00486392 0.00436709 0.00467714 0.00311329 0.00183711 -0.00271503 -0.00229938 -0.00269833 0.00486791
internal_weight=0 162.256 230.166 149.47 135.956 49.668 33.4056 180.498 13.514 7.44829 132.867 16.2625 171.544 128.591 25.2108 6.49273 14.7187 30.7308 26.8034 8.95359 8.60319 124.445 66.312 59.0726 12.9573 7.23942 12.7865 20.6827 18.124 9.76973
internal_count=3121 816 2305 686 591 327 245 1978 95 45 574 82 1920 552 227 42 115 234 208 58 60 528 288 248 58 40 130 171 157 40
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 51 13 14 474 376 3 150 47 1 123 16 3 42 15 1 2 41 12 12 0 16 0 11 448 1
split_gain=238.749 43.9049 39.5935 19.8656 15.6225 10.3805 10.2251 9.1502 9.48801 10.2986 10.0195 9.17671 9.06375 7.74377 8.26408 7.1407 6.74471 5.7625 5.02792 7.60978 4.92246 4.64725 4.85809 3.89204 3.82177 3.38357 3.00723 2.32327 1.92826 1.54649
threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 0.19022000000000003 -0.40274499999999996 -0.096089999999999981 -0.15078499999999997 0.062655000000000016 0.082665000000000002 0.049360000000000008 -0.10023499999999998 0.09487000000000001 0.083875000000000019 0.13501500000000002 0.08128500000000001 -0.53943499999999989 -0.097604999999999983 -1.0000000180025095e-35 0.050935000000000008 0.13021500000000003 0.116525 0.078065000000000009 0.09334000000000002 0.09141500000000001 -0.14649999999999996 -0.0019699999999999995 -0.11756999999999999 0.087830000000000005 -0.070064999999999975 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 -1 26 8 9 10 -7 24 18 14 15 -14 17 -8 27 -20 -5 22 23 25 -12 -19 -3 28 -6 -26
right_child=2 6 3 20 12 7 16 -9 -10 -11 11 -13 13 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0030200417303526831 -0.0026828426709973505 -0.0016566971748649061 -0.0031959340394335611 -0.0017429707462853167 0.0023864410897984521 0.0029739860245806375 -0.0029738963387526043 -0.0033980884518452904 0.0043482599688848102 0.003744540183864832 0.00033723584402254014 0.0024495996152684206 0.0028303487148375779 0.0043387517916458791 0.00362669945591259 -0.0017541731513939607 -0.0029128939624561661 0.0022462765834257515 -0.00086786050580283747 0.0040414424962123248 0.0023150405550542924 -0.0032187797209296126 -0.0023651584852255581 0.0042040940420954714 -0.0031365413207720631 -0.0020846718045882564 0.0015587970746672511 0.002382748460206011 0.0040456473483930621 -0.00077970798335603607
leaf_weight=5.6279083117842665 9.7518502175807935 3.4509912580251694 2.7102546170353881 7.7251145169138891 5.3809711784124366 6.1032079160213462 9.4281297475099581 3.3540054559707633 5.9808387905359259 6.3722554817795745 4.1807233393192318 4.5167189091444007 3.496556922793391 6.4041266962885848 5.4028611183166495 8.2645768150687235 129.25592254847288 2.8681653961539251 4.2811702564358693 4.8935030400753021 3.0018326640129089 3.0119799152016631 3.0114042237401 2.7931844517588615 9.6190273910760933 2.3930391073226929 5.3867905065417272 7.407812386751174 86.404775589704514 2.5465442463755599
leaf_count=63 119 30 23 59 23 28 112 26 26 32 30 22 18 29 23 51 1693 22 24 20 17 28 25 20 86 20 28 32 378 14
internal_value=0 -0.0018368 0.00256281 0.00291469 0.00319529 0.000412879 -0.00250921 0.000865624 0.00122933 0.000669797 -5.67799e-05 -0.000943392 0.00332658 0.00181514 0.000873545 -0.000391206 -0.00267192 -0.00134685 0.00365529 0.00175062 -0.000607375 -0.000257182 0.000548931 0.00163846 -0.00188092 0.000276361 0.000303206 0.00383145 0.00394838 -0.0026432
internal_weight=0 209.901 155.125 145.374 134.647 48.3012 161.6 42.6733 39.3193 33.3385 26.9662 20.863 131.936 23.5681 17.164 11.7611 152.762 23.5059 108.368 9.17467 10.7269 14.0778 11.0658 8.05439 16.3463 5.2612 8.83778 99.1936 91.7857 12.1656
internal_count=3121 2305 816 697 621 327 1978 264 238 212 180 152 598 121 92 69 1920 227 477 44 76 115 87 62 130 42 58 433 401 100
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 4 12 13 39 4 47 13 3 3 474 376 0 0 1 52 1 12 51 150 150 124 1 2 41 3 16 457 3
split_gain=205.221 38.3017 34.0836 23.2632 17.6232 16.0591 14.2853 16.3603 9.81081 8.13171 7.23847 6.52752 6.46519 5.87529 5.64429 3.63598 3.3043 3.04871 2.87626 2.85114 2.45129 2.13003 1.88083 1.6687 1.53076 1.48893 2.56457 1.39027 1.28423 1.84219
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 0.079890000000000017 -1.0000000180025095e-35 0.14059500000000003 -0.14723499999999998 0.093140000000000014 -0.15078499999999997 -0.15121499999999996 -0.097604999999999983 0.084660000000000027 0.049360000000000008 -0.060129999999999996 0.11070500000000001 0.083345000000000016 -0.07167999999999998 0.13707500000000003 0.095110000000000014 -0.09193999999999998 0.083095000000000016 0.081835000000000019 -0.087894999999999987 0.11414000000000001 0.084715000000000013 0.081560000000000007 -0.13927999999999999 -0.071854999999999988 0.091015000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 9 22 21 -6 16 18 -1 13 12 20 15 -15 -10 -8 25 -5 -13 24 -3 -2 -9 -11 26 -4 28 29 -18
right_child=1 2 17 8 6 -7 7 23 10 11 -12 19 -14 14 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028626821771251553 0.0025769372191051291 -0.002777328006274545 0.0039338962301207038 -0.0015838185972097934 -0.0025284274426616354 0.0043881026037235725 0.0014142010141242479 -0.0028121886929176844 -0.003031601469451921 -0.0010613638738449899 -0.0029120208029631998 0.00012429194929108273 0.0019387669621260288 0.0024067429100330328 -0.0023996352420938088 0.0003353961900799229 0.0036629880712091842 0.0044501211926431848 0.0016134252399761801 0.0038900605740560573 -0.00020822213712561334 -0.00013308115519673029 0.0039782063566433466 -3.2794687174221075e-05 -0.0028875221198007266 0.00086335299293200253 0.0012723695877319937 0.0049112659379798767 0.0042141163380422899 0.0013555810863199425
leaf_weight=5.9226012527942649 7.8719089180231085 22.055004730820663 5.755655974149704 3.4434663057327253 5.3306149244308463 2.7683984190225592 6.3431481420993832 3.7510863542556754 10.482999190688135 4.8563871309161284 113.96266701072454 3.0413065999746323 4.0511822849512091 5.0172239616513243 2.8075600787997246 3.0508328527212134 5.9820738285779997 5.8192793577909461 5.2093882411718369 2.8880557194352141 5.333848498761653 2.4988629370927802 68.219592221081257 2.7645405381917953 11.140045277774332 4.664080709218978 4.9715623557567614 4.910228803753852 6.5393481999635688 4.4427233785390863
leaf_count=26 36 246 27 32 41 12 33 24 123 43 1635 27 23 35 23 33 27 25 25 13 33 17 311 19 113 21 26 22 29 21
internal_value=0 0.0022199 0.000194766 -0.00196647 0.00306605 -0.00180946 0.00160895 0.00224393 -0.00246106 -5.39999e-05 -0.00264024 -0.000605705 -0.00120473 -0.0011901 0.000682197 -0.0022726 0.00313912 0.00277649 0.000341059 0.00195851 -0.00180176 -0.00250822 0.00383324 -0.00163291 -0.00233312 0.00214372 0.0027004 0.00363932 0.00327115 0.00267964
internal_weight=0 164.688 48.5328 181.208 116.155 27.3223 40.0638 34.7331 143.974 37.2334 135.321 31.3108 25.3815 21.3586 7.82478 13.5338 28.2175 21.2106 8.65285 5.92936 21.3303 24.5539 76.0915 6.51563 15.9964 15.3913 10.7272 21.8744 16.9641 10.4248
internal_count=3121 937 374 2184 563 275 216 175 1906 278 1849 252 212 214 58 156 132 99 57 40 189 263 347 43 156 74 53 99 77 48
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 4 12 13 1 4 47 13 3 3 42 474 376 41 48 484 52 1 132 0 52 124 49 4 150 1 41 3 16
split_gain=176.6 33.1773 29.0471 20.8356 15.5893 14.5453 11.9995 13.6246 9.19498 7.27151 6.76025 5.78021 5.60031 4.73841 4.59822 3.24891 4.12417 2.95362 2.82577 2.47857 2.41477 2.30821 1.82776 1.75171 1.72171 1.61872 1.49343 1.22111 2.19294 1.11676
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 0.079890000000000017 -1.0000000180025095e-35 0.13021500000000003 -0.14723499999999998 0.093140000000000014 -0.15078499999999997 -0.097604999999999983 -0.15121499999999996 -1.0000000180025095e-35 0.084660000000000027 0.049360000000000008 0.078065000000000009 0.085130000000000025 0.073690000000000019 -0.07167999999999998 0.13707500000000003 0.080640000000000017 -0.23091999999999999 -0.087284999999999988 -0.087894999999999987 -0.081404999999999991 -0.16363499999999997 0.081835000000000019 0.11414000000000001 0.081560000000000007 -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=3 4 5 10 22 25 -6 17 19 11 -1 -10 13 20 15 16 -13 -8 27 -5 -12 -14 -2 -22 -25 -3 -9 28 -4 -19
right_child=1 2 18 8 6 -7 7 26 9 -11 12 14 21 -15 -16 -17 -18 29 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024541853542407546 0.002272465378577213 -0.0027928891064891506 0.003449248634913661 0.0011426663704875765 -0.0023089253136349404 0.0027408519088567974 0.0012208077778037196 -0.0025801147386274601 -0.0028343200697774837 -0.0027661369962705407 0.00068011693277937157 -0.0015181006465589937 0.0002535717933473768 0.0014932361856488476 -0.0030800740333445896 0.0031477421521870904 0.0026153800714544934 0.0029220317269521121 0.0040185982069929471 -0.0019990644189820076 -0.00017697350371301469 0.0035196601620894928 0.0036117551051473604 -0.00062567880996213508 -0.0028138822631751264 -0.00047774704730265067 -2.8295850596929449e-05 0.00074509667732148806 0.0010876701668560552 0.004349671431776384
leaf_weight=5.9549644291400901 7.7060818746685973 19.379309326410301 5.6649647057056427 6.2824815884232503 5.0483249425888053 4.19689917564392 6.336392447352412 3.536640189588069 7.8199756145477322 103.64155145734549 2.6461469009518686 4.8413048684596998 3.342149093747139 3.8984654173254958 2.6011158153414717 2.8546018823981285 2.4631710797548294 16.409812554717067 5.5694462656974784 2.3275544047355652 3.0112047567963698 2.603471376001834 65.221127048134804 3.0778398253023704 11.587913736700997 2.2832371741533271 2.7629130780696869 4.6602640450000754 5.0125479474663752 4.7868617624044409
leaf_count=26 36 239 27 36 41 25 33 24 108 1630 24 41 28 22 27 22 16 77 25 21 21 12 312 28 116 16 19 21 26 22
internal_value=0 0.00199184 0.000152536 -0.00182936 0.00276118 -0.00169037 0.00143123 0.00198931 -0.00230561 -0.00248575 -7.80477e-05 -0.00107374 -0.000577907 -0.00113307 5.20853e-06 0.00079516 -0.000124233 0.00277872 0.00243196 0.000293361 -0.00163686 0.00168373 0.00347023 -0.00198369 -0.00235465 -0.00254887 -0.00146092 0.00185582 0.00234061 0.00324444
internal_weight=0 158.575 46.7667 168.954 111.808 25.8594 38.8809 33.8326 132.832 124.222 36.1222 20.5802 30.1672 24.2216 12.7602 10.1591 7.30448 27.5331 20.9072 8.61004 20.3231 5.94562 72.9272 17.677 14.6658 21.6625 6.29955 15.3378 10.6775 21.1967
internal_count=3121 943 379 2178 564 280 216 175 1901 1844 277 214 251 211 106 79 57 132 99 57 189 40 348 165 144 255 43 74 53 99
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 52 484 160 13 51 52 150 3 43 133 151 39 43 42 474 1 16 48 11 2 4 4 0 160 42 13 52 4
split_gain=152.369 32.2121 25.4876 14.8519 11.6678 8.55522 7.86763 7.61504 7.29479 6.85176 6.52785 6.98985 5.71395 5.38704 5.36305 4.93934 4.90435 4.51788 4.08123 4.32103 3.99097 4.64374 3.00999 2.9386 5.12418 4.97075 3.33678 2.89542 2.6667 2.20152
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 -0.40698999999999991 -0.15078499999999997 -0.096089999999999981 0.19022000000000003 0.085395000000000013 -0.097604999999999983 -0.079109999999999986 -1.0000000180025095e-35 -0.40381499999999992 0.08512500000000002 0.24789500000000006 -1.0000000180025095e-35 0.084660000000000027 1.0000000180025095e-35 -0.056919999999999991 0.086035000000000014 0.080455000000000013 0.08622500000000001 0.09173000000000002 0.26450500000000005 -0.14920999999999998 -0.082299999999999984 -0.0060199999999999993 -0.023499999999999997 -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 6 22 8 -5 29 -1 10 13 15 17 -12 -6 -4 23 -7 18 -8 19 -13 21 -17 -2 24 -14 -26 -27 -23 -20 -3
right_child=2 5 3 4 12 9 7 -9 -10 -11 11 16 14 -15 -16 20 -18 -19 28 -21 -22 27 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0026231231116891894 -0.0024391152887783189 -0.0010394461479072826 -0.0025512016823969145 -0.0021745066572712969 -0.00042781833588701612 -0.0025749077275622704 0.00054528922481770874 -0.003107953610788132 0.0032750573700521778 -0.0025156577237437036 -0.0023436636717244306 0.0026467763847779569 -0.00033023776589387864 0.0016272834129082137 -0.00010098662040118747 -0.0017020718146012999 0.0033779692848164618 0.0034561522396066064 -0.0029010108536036971 -0.00040235294509732432 -0.0026732189177496395 -6.5399121067131758e-05 0.0011124660888779199 0.003108229438029679 -0.00015082296353151908 0.00086452637639627256 0.0030201120157055191 0.0030033787646635522 0.00037009157116234715 0.0013539616831283561
leaf_weight=4.8048112951219073 8.0423020869493467 4.2449092268943787 6.5141764953732473 3.0500927753746501 3.5480913370847693 7.3978671133518246 5.0559493228793126 2.9123562797904006 2.3715645670890799 98.166809219866991 4.9737212583422687 5.3485561087727564 3.838483899831771 2.3963692039251328 3.8961864411830893 3.5584071725606901 3.4944709539413443 7.5462195426225662 3.0087588205933571 5.2091046124696732 2.8149041309952727 3.1491595953702927 1.6294590011239041 57.713243491947651 3.5832607522606841 4.5966538414359084 36.101848445832729 3.9172398895025253 2.6715846136212376 4.4906365871429426
leaf_count=63 117 29 60 26 19 112 31 26 12 1693 52 31 18 11 21 31 15 34 22 31 32 24 13 289 23 24 183 28 22 29
internal_value=0 -0.00147429 0.0018887 0.00217136 0.00242452 -0.00208516 0.000258766 0.000603039 -0.00043896 -0.00225223 0.000892726 0.000180858 0.00254836 -0.00142746 0.00264459 -0.00101122 0.000817183 0.00228832 0.000266093 0.00114235 -0.000150488 0.000517877 -0.00184076 0.00274567 0.00231083 0.00253976 0.00277665 0.00163577 -0.00136254 0.000190921
internal_weight=0 172.765 137.282 127.61 116.328 127.74 45.0255 40.2207 11.2821 119.004 37.3084 24.7062 113.278 8.91055 109.73 20.8376 19.7325 12.6022 16.238 10.5577 13.4397 10.6248 9.67176 105.833 48.1202 44.2818 40.6985 7.0664 5.68034 8.73555
internal_count=3121 2305 816 686 603 1978 327 264 83 1920 238 173 577 71 558 227 121 65 106 62 115 83 130 537 248 230 207 52 44 58
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 484 160 13 51 40 52 43 133 3 160 133 151 474 0 4 1 16 48 1429 15 1 47 1 12 52 50 156
split_gain=182.262 36.656 30.58 18.5022 13.9276 9.24953 9.10053 8.83739 8.28612 7.51541 8.44591 6.88497 6.7885 6.5694 6.12311 5.44593 5.27132 5.94996 5.16967 4.25752 4.76557 3.56013 3.46372 12.1423 3.57819 5.67586 2.63168 2.51873 1.78736 0.982981
threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 -1.0000000180025095e-35 -0.40698999999999991 -0.15078499999999997 -0.096089999999999981 -0.0087249999999999984 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 -0.097604999999999983 0.081905000000000019 -0.25159999999999993 -0.40381499999999992 0.084660000000000027 -0.060129999999999996 -0.49013999999999996 1.0000000180025095e-35 -0.056919999999999991 0.086035000000000014 0.084180000000000019 0.035560000000000008 0.11146500000000002 0.086785000000000015 0.11588000000000001 0.095110000000000014 -1.0000000180025095e-35 0.089280000000000012 0.11740000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 26 -1 -4 9 18 -11 16 -9 -6 -15 19 21 -18 -8 20 -12 -7 24 -24 29 -26 -3 -21 -27 -16
right_child=2 5 3 4 13 11 8 12 -10 10 15 -13 -14 14 22 -17 17 -19 -20 27 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0027958427859216366 -0.0024501729182119241 -0.0014718314099890324 0.0030924722710135386 -0.002403433480528838 -0.00063615674740580947 -0.0025735112732835001 0.00064065759940280819 -0.003135978525194975 -0.0032320278500392414 -0.0025589628645531271 0.0030137895174524752 -0.0026839488424634309 0.0018888373878334667 -0.00023933576934028026 0.0035132735455107515 0.0038387500851993009 -0.0021429434417964315 0.0022113272948191768 0.0038991319527895991 -0.0030277968880002819 -0.00037159491214007446 0.0014729546883690177 -0.0024541475013786238 0.0033138236680765225 0.00026376081019161332 0.0024393197218743026 0.0013582890911033769 0.00034752370329937216 0.0044882237403892928 0.0022599459557495431
leaf_weight=5.2385326921939841 8.5706035271286947 3.4305230379104596 3.156856268644332 3.2489949315786353 3.2746568769216529 11.894400328397753 5.1098924130201322 6.5337930247187597 3.0991470515727988 5.3528138697147396 5.3290110975503939 108.18545892834663 2.3148894086480141 3.6304370909929267 80.588880062103271 3.5527618974447241 3.3465846478939056 4.94038128107786 7.8517355620861053 2.8800412863492966 5.2457074746489525 1.56404698640108 3.1411496102809897 8.8785371109843236 6.2131840810179737 6.703977704048155 5.3409726321697235 2.7452509403228786 4.5397320538759232 4.1849060207605353
leaf_count=63 119 32 14 26 17 151 31 53 26 52 31 1693 17 19 379 15 32 32 34 22 31 12 20 39 36 36 26 22 21 20
internal_value=0 -0.00160556 0.00216963 0.00245989 0.00274836 -0.00225456 0.000334267 -0.00052933 0.000732582 0.00105535 0.000250367 -0.00242373 -0.00182144 0.00288651 0.00298437 0.00101167 -0.00112913 0.000452911 0.00261454 0.000391673 0.00133443 -0.00210326 0.00308681 0.00180646 0.00323734 0.00219783 0.000251432 -0.00138058 0.00326658 0.0034514
internal_weight=0 185.107 144.981 136.41 124.404 138.702 46.4049 12.0055 41.1664 38.0672 25.1056 129.931 8.84868 121.155 117.881 19.7528 21.7454 8.28697 12.9616 16.2 10.5747 13.4584 114.25 12.0197 102.231 17.4569 8.7715 5.62529 11.2437 84.7738
internal_count=3121 2305 816 697 613 1978 327 84 264 238 173 1920 70 587 570 121 227 64 65 106 62 163 551 59 492 93 58 44 57 399
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 4 12 13 1 4 48 13 3 484 474 42 48 484 0 1 14 2 43 16 2 1 13 12 47 48 41 3 150
split_gain=139.81 26.6827 22.7757 18.098 13.234 11.8325 9.4551 11.6718 8.40969 7.287 5.52808 6.02645 5.06309 4.6318 4.24707 5.61805 4.68129 3.86996 3.3295 2.85885 5.23353 4.37492 2.66872 2.29725 2.24901 2.15142 4.7727 1.48997 2.05017 1.46766
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 0.079890000000000017 -1.0000000180025095e-35 0.13021500000000003 -0.14723499999999998 0.11951500000000001 -0.15078499999999997 -0.097604999999999983 -0.0068949999999999992 0.084660000000000027 -1.0000000180025095e-35 0.097500000000000017 -1.0000000180025095e-35 -0.060129999999999996 0.080270000000000022 -0.10708499999999999 0.090790000000000023 -0.081374999999999989 -0.091354999999999978 0.093175000000000022 0.13707500000000003 0.18141000000000002 0.095110000000000014 0.086785000000000015 0.10396500000000002 0.08178500000000001 -0.13927999999999999 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 4 5 10 25 29 -6 17 24 12 -1 13 -10 19 -14 16 -16 -8 -19 23 21 -21 27 -12 -5 -2 -27 28 -4 -3
right_child=1 2 22 8 6 -7 7 -9 9 -11 11 -13 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0029317440663005376 0.0033878608254667036 -0.002707277023859552 0.0031444482027470481 -0.0014183224686280483 -0.0021544350743040257 0.0023663451871559242 0.00041913960792406267 -0.0019535091013548368 -0.0027623260571459246 -0.0026985769179668634 0.0023140950675248732 0.0025738637298013175 -0.0030378000795387005 0.0033899617782023935 -0.0029214732180069054 0.0027031256849499728 0.0021300112096535647 0.0010283684557151505 0.0034037290935335245 0.0019577552308556521 -0.0025304587850337045 -0.0022639358604741337 0.0037138019187852337 -0.00072472173858642206 0.0012838832921853443 0.00021426455730725951 0.0036086828165067543 0.00030108486284539623 0.00088373170987634652 -0.00049685713747415008
leaf_weight=3.965037837624549 56.249399617314339 17.089516904205091 5.6560863554477692 3.2921498864889127 4.6506392136216155 4.0761199444532386 5.2522739656269577 4.7575500905513755 6.7137844711542156 88.943482000380754 3.31197103112937 6.1171479374170294 2.4516002014279357 2.0805847011506549 3.3854347541928282 4.9211420491337767 1.8857434317469595 5.0246461331844356 17.338004618883133 4.5132397785782876 8.7953421846032054 2.5283912606537342 5.1369633525609961 3.257807694375515 5.3179712742567062 4.7876456752419454 6.3770517110824585 4.3506595343351355 4.979906730353834 2.2433902695775023
leaf_count=44 293 239 28 32 41 25 31 29 108 1630 18 35 22 15 36 32 16 27 88 32 87 23 25 23 25 23 32 20 26 16
internal_value=0 0.00180112 0.000111148 -0.00171041 0.00250555 -0.00161199 0.00127134 0.00176349 -0.00219335 -0.00238765 -7.71779e-05 0.000292652 -0.000959022 -0.000277214 -1.48752e-06 0.000728849 -0.00111432 0.00240386 0.00287001 -0.000617731 -0.00120885 0.000441901 0.00211561 0.000807213 0.000250673 0.00318337 0.00215309 0.0015678 0.00208595 -0.00245078
internal_weight=0 147.97 43.5326 151.481 104.437 23.409 37.0231 32.3725 116.911 108.301 34.5695 30.6045 19.3577 24.4873 12.6439 10.1923 5.27118 27.6149 22.3627 22.4068 15.837 7.04163 20.1236 6.56978 8.61012 67.4141 11.1647 14.9867 10.636 19.3329
internal_count=3121 943 379 2178 564 280 216 175 1901 1844 277 233 214 198 106 84 52 146 115 183 142 55 99 41 57 348 55 74 54 255
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 52 52 12 47 13 0 15 15 1 3 3 123 0 0 1 2 157 1 12 2 0 12 2 16 13 160 157 3 4
split_gain=141.968 26.9831 18.9143 18.8301 11.0933 8.50923 8.48131 8.62856 8.43308 11.4275 7.20067 6.30876 5.27534 4.88916 5.22017 4.21687 4.09547 3.94279 3.74707 3.00369 2.99682 2.45993 2.30475 2.20468 2.32685 2.07621 1.99721 3.64326 1.60257 2.88844
threshold=0.094465000000000007 -0.40306999999999998 0.19022000000000003 0.079890000000000017 0.083875000000000019 -0.15078499999999997 -0.062294999999999996 -0.15026499999999995 0.050935000000000008 0.11230000000000001 -0.097604999999999983 -0.15121499999999996 1.0000000180025095e-35 -0.060129999999999996 0.11070500000000001 0.13210500000000003 0.116525 -0.080299999999999996 0.083345000000000016 -0.040564999999999997 0.094835000000000017 -0.23051499999999997 0.095110000000000014 0.12669500000000003 -0.076669999999999988 0.00084500000000000016 0.022560000000000004 -0.013599999999999999 0.090900000000000009 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 11 8 22 7 -6 19 -10 13 -1 17 18 -15 -9 25 -13 -7 -3 -14 -19 -5 24 28 -4 27 -26 29 -21
right_child=1 2 16 5 6 10 -8 15 9 -11 -12 12 20 14 -16 -17 -18 21 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0024593402185408525 -0.0025699647868506026 0.0035770266114078676 -0.0026297174397905535 -0.0014557359593873863 0.0021073657040663329 -0.0028982273522803114 0.0036768940748538224 -0.0022169723431103754 -0.0030426067301063107 0.0027054130515708325 -0.0027609154981624645 0.001005848564566468 -0.00037036396210126066 0.0022364169027904112 -0.0022897281042200588 0.0017421568606146634 0.0016351779766338075 0.00010523849451264101 0.0006183526134555256 0.00099018663863314755 0.0030300807330374342 -0.0022817669732958772 0.0013419437576058053 0.0035105844305220665 0.0026601877347947125 0.00044414742716334624 0.0028030735993827423 -0.00090613371836461491 0.0035469518539698514 0.0037505137895615468
leaf_weight=5.7871399000287047 8.8874482475221139 44.532878488302231 6.8105637840926629 3.2997612729668599 8.3576084151864087 8.8652093932032603 5.864995762705802 9.0838515087962133 3.7990772649645788 6.4378977715969086 89.393232688307762 4.4955751523375573 3.4209260940551749 4.9707160964608184 2.7252840884029865 2.3363155499100694 2.9509404376149169 3.8250278383493486 2.7400154732167712 6.5403464883565849 3.7559315115213394 13.536623142659659 5.3029617369174957 13.78286638855934 3.4130507074296466 1.9532019086182115 4.3282624036073676 4.7085128948092523 10.136149778962134 4.367256224155426
leaf_count=26 133 234 69 32 41 123 30 73 43 29 1635 32 21 35 23 14 17 32 33 31 23 144 25 70 19 15 20 27 51 21
internal_value=0 0.00187027 0.00215335 -0.0017436 0.00244658 -0.00224743 0.000901193 7.80734e-05 0.00283492 0.000572247 -0.00244658 -4.64279e-05 -0.000545883 -0.000990749 0.000633632 -0.00140702 -0.00104288 -0.00118785 -0.00206796 0.00308721 0.00140922 -0.00175587 0.000268833 0.00262582 0.00226173 -0.00194464 0.00136108 0.000592597 0.00279456 0.00209538
internal_weight=0 148.291 139.404 152.118 127.689 117.297 25.6428 19.7778 102.046 10.237 108.694 34.8212 29.0341 19.3012 7.696 11.4202 11.7147 21.8572 11.6052 91.8093 7.17686 17.3617 8.60272 47.2764 33.4936 8.76377 12.4498 8.12156 21.0438 10.9076
internal_count=3121 937 804 2184 703 1906 158 128 545 72 1849 278 252 214 58 87 101 208 156 473 44 176 57 239 169 84 66 46 103 52
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 52 52 12 47 13 0 50 15 3 3 123 42 15 1 475 41 2 1 4 376 0 48 3 151 51 4 13 4 47
split_gain=145.391 27.857 20.0397 19.3785 10.8662 8.5445 8.50498 8.45221 7.99592 7.20246 5.99031 5.09483 4.94445 4.10341 8.45594 4.07985 3.97592 3.84142 3.78904 2.88079 2.72439 2.71105 2.63361 3.06553 2.50221 2.39262 2.07116 1.9607 1.37326 1.3122
threshold=0.094465000000000007 -0.26636999999999994 0.19022000000000003 0.079890000000000017 0.083875000000000019 -0.15078499999999997 -0.061629999999999997 0.11564500000000001 -0.15026499999999995 -0.097604999999999983 -0.15121499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.050935000000000008 0.11634000000000001 -0.068264999999999978 0.078065000000000009 0.116525 0.13210500000000003 0.09173000000000002 0.049360000000000008 -0.23001499999999997 0.085130000000000025 -0.13927999999999999 -0.29526499999999994 0.08955500000000001 -0.081114999999999979 0.00084500000000000016 -0.16363499999999997 0.11768500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 26 8 13 -6 12 -1 15 -7 24 -15 -12 22 27 29 -2 -13 25 23 -14 -3 -17 -5 -4 -23 -10
right_child=1 2 17 5 6 9 -8 -9 18 -11 11 20 16 14 -16 21 -18 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023653376924968566 -0.0027131716073060174 0.00075053540295426456 -0.0025887332856281719 -0.0010698628842033832 0.0021233011827175895 -0.0028000872570199974 0.0039890235502549488 -0.00075777856994169385 -0.0011772379922935672 -0.0027410817812873267 0.0013277462896810984 -0.00059614842269532981 -0.0021732293207947953 -0.0023183840184743897 0.0031454316640389794 0.0012133851906534691 -0.0030520704081906775 0.0014825341050161279 0.001718773768731137 0.0010063800513727122 0.0026399327937832386 -0.0010033705038713569 0.0027196618989823 0.0012557444228909437 0.0032751082083677715 -0.0021817355587721255 0.0014966932136900029 0.00035092280446324335 -0.0029080455334360633 -0.0031931607870524063
leaf_weight=5.8753029257059088 9.2029549665749055 2.7520861923694602 6.8133310265839082 4.0905530974268913 8.466116644442085 6.7189822383224991 5.0272291898727408 4.174040473997592 5.5953570827841741 90.813841387629509 3.7489605173468652 2.9304538592696181 3.0438321866095057 2.8934160061180574 5.7416781485080719 3.4107439890503946 2.4051918089389792 3.0199239552021018 2.3849406093359002 1.67112237215042 4.4508030116558075 3.6434149891138139 3.0113136619329453 4.2344710081815711 85.866696130484343 2.4032739624381065 4.4686438888311368 1.9915720224380491 8.7361404150724287 3.6068578585982323
leaf_count=26 132 13 69 28 41 108 25 29 44 1635 24 22 28 29 25 28 27 17 14 13 22 36 22 29 440 18 29 15 102 31
internal_value=0 0.00187493 0.00219065 -0.00173501 0.00249392 -0.00223828 0.000957903 0.00287374 0.00019802 -0.00243306 -3.65911e-05 -0.000517841 -0.000992198 0.0030296 0.00131464 -0.0011479 -3.53366e-05 -0.00105387 -0.00120868 -0.00214155 0.00135517 -0.00165803 0.000669823 -0.000178274 0.00319671 -0.000190017 0.000270102 -0.00192382 -0.00234748 -0.00196739
internal_weight=0 149.207 138.333 153.986 126.508 118.787 25.0805 101.428 20.0533 110.228 35.1991 29.3238 19.4138 97.2539 8.63509 21.9425 12.6948 11.8248 11.5872 10.8741 7.38126 18.1936 10.2896 7.2783 88.6188 5.81402 8.5592 8.8049 12.3796 9.20221
internal_count=3121 937 792 2184 691 1906 155 536 130 1849 278 252 214 507 54 208 106 101 89 145 44 184 79 57 453 46 57 84 138 75
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 52 484 160 123 13 51 14 474 376 3 0 3 47 50 15 160 4 42 15 1 11 2 0 13 48 1 48 148
split_gain=178.801 36.6967 30.8498 16.468 12.1896 10.5785 9.12523 8.99387 8.28122 7.61644 7.47184 8.41346 8.19456 6.6358 5.86683 6.62908 6.57506 5.71816 5.47179 4.75163 4.73754 8.58508 3.94262 3.61302 2.92579 2.42717 2.13145 2.03334 2.01977 1.95178
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 -1.0000000180025095e-35 -0.40698999999999991 0.087755000000000014 -0.15078499999999997 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 -0.10023499999999998 -0.13027499999999997 -0.097604999999999983 0.086785000000000015 0.089280000000000012 -0.10653 0.081905000000000019 0.0052350000000000009 -1.0000000180025095e-35 0.050935000000000008 0.11634000000000001 0.080455000000000013 0.08622500000000001 -0.11756999999999999 -0.023499999999999997 0.10713500000000002 0.095285000000000022 0.10668000000000001 -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=1 7 -2 5 -5 17 24 -1 9 10 11 -9 18 19 20 16 28 -4 -13 -8 26 -22 23 -21 -3 -25 29 -14 -16 -6
right_child=2 6 3 4 14 -7 13 8 -10 -11 -12 12 27 -15 15 -17 -18 -19 -20 22 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035619092745799346 -0.0028812638897381059 -0.0020114467393437707 -0.0035173930414742617 -0.0028590838446429338 0.0022492998363083704 0.0056363441510988033 -0.0034954280475147071 0.0033279458653626259 -0.0040489147155043795 0.0047798123113126541 0.0039507730036184548 -0.0011882634048350125 -0.0037022362118870559 -0.0034212376362417465 0.00068201238364184514 0.0052033749237352222 -0.0022729830673447887 0.002204978749657699 0.003961436439168878 -0.0021568509619343079 -0.0029250311136555479 0.0038600425851992139 -0.0036302159126964961 -0.00024019728915628018 0.0017922615648035894 0.0034660707594503454 0.0021197936277741075 -0.00048189030219154247 0.0036341545371334372 0.0044866444802427177
leaf_weight=5.0740870684385291 9.2338431775569898 3.4520811811089516 6.8372050672769529 3.0036704167723647 4.272259756922721 2.3746471852064124 7.6412222012877491 6.0768638923764255 3.1312309131026259 5.9049847424030295 6.2501084879040709 4.397487815469507 8.1034970432519895 103.06668337807059 4.0598743185400963 5.3046076893806449 4.4620351046323785 2.4785569608211517 4.2044968008995056 3.4622886180877668 2.7629128098487836 6.5432377457618713 2.9610267132520667 3.2921340987086296 5.404918931424616 4.1750067472457886 4.5910179466009131 2.7307879626750955 5.9561005309224129 82.454101860523224
leaf_count=63 124 30 57 26 19 10 112 28 26 26 32 33 80 1693 21 26 30 17 24 31 20 28 32 24 28 28 20 15 29 389
internal_value=0 -0.00199976 0.00282637 0.00321647 0.0035633 -0.000444779 -0.00285577 0.000490542 0.000994531 0.00141378 0.000788009 1.32068e-05 -0.00102317 -0.00308079 0.00372351 0.00211671 0.000985781 -0.0019949 0.00132882 -0.00145117 0.00403941 0.00184561 -0.000326606 0.000568416 0.000309738 0.00183204 0.00426298 -0.00289055 0.00243753 0.00437643
internal_weight=0 179.329 144.334 135.1 123.41 11.6904 133.455 45.8735 40.7995 37.6682 31.7632 25.5131 19.4363 124.598 120.406 19.7826 14.478 9.31576 8.60198 21.5317 100.624 9.30615 13.8905 10.9294 8.857 7.46714 91.3174 10.8343 10.016 86.7264
internal_count=3121 2305 816 692 608 84 1978 327 264 238 212 180 152 1920 582 106 80 74 57 227 476 48 115 83 58 52 428 95 50 408
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 151 1 50 39 48 48 457 1 49 40 1 16 0 51 1374 11 3 13 0 16 0 13 4 15 1 52 0
split_gain=157.05 62.1826 44.5635 23.3158 19.5342 17.5192 8.46178 8.27863 6.62881 4.47001 7.3151 3.0612 2.55103 1.70135 2.51893 1.32209 1.30884 1.13852 1.073 6.2827 7.9532 1.52303 2.00468 1.58357 0.956182 0.74517 1.69082 0.671808 0.646881 0.541666
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 -0.24462999999999999 0.09253500000000002 0.11875500000000001 0.12768500000000002 0.12230500000000001 0.082620000000000013 0.080930000000000016 0.088340000000000016 -0.056454999999999991 1.0000000180025095e-35 0.11230000000000001 -0.53943499999999989 0.18019500000000002 0.080335000000000018 0.093750000000000014 1.0000000180025095e-35 -0.12018999999999998 0.073000000000000023 -0.14116499999999996 -0.011989999999999999 -0.18113999999999997 0.054800000000000008 0.181285 -0.11713499999999999 0.10124500000000002 -0.42635499999999998 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 2 6 -2 -3 7 9 13 -6 12 24 -12 15 14 -5 17 -4 18 19 20 -1 22 23 -21 -11 27 -27 -23 -29 -20
right_child=3 4 16 5 8 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 29 21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00047912398187060633 -0.0043734577216795936 -0.0026701290997100352 0.0010844294677331827 0.0027895392228657573 -0.00017936795293458727 -0.0036185072423647376 0.00033710211502448862 -0.0017307179732883044 0.0028259633822214935 -0.0032619053346135919 0.0010204011257561991 -0.0018792746319980674 -0.001442196407885448 0.0028753542931907626 0.00059303725138927412 -0.0019297735642645998 0.0029584884600642423 -0.0043170242582163459 -0.0039065089125817952 -0.0036280063786416758 -0.0033638413453837123 -0.0033030652425002751 -0.0012542820771692552 -0.0018697632839665458 -0.0019626751715369735 -0.0037846591319832348 -0.0019206275575091533 -0.0031046523481997042 -0.0039143858660738292 -0.0032920254371418788
leaf_weight=6.0294972062110883 3.7239897549152365 7.5942054241895702 3.6214153766632062 6.9466798305511475 6.2723627090454128 3.1456683576107016 4.0556905865669242 2.8151276111602774 14.077019065618513 18.412150025367744 4.4221729189157486 4.1936714202165586 4.5839412063360205 31.153375387191772 5.5550059974193555 4.3447258323431006 5.6260438114404678 6.1443596333265296 21.867753699421883 9.5698180794715881 6.7459774613380432 353.31446292996407 4.8254600316286078 4.4304969608783731 4.0935075134038916 4.9963274747133255 6.7822468578815442 8.0938030183315295 20.880380779504776 13.854220062494276
leaf_count=29 16 34 23 43 37 14 22 14 97 89 23 21 24 219 34 20 39 28 98 42 30 1804 24 21 19 24 33 40 92 68
internal_value=0 -0.00287589 -0.00306545 0.00149434 0.000657703 0.00193476 -0.00316106 0.00231067 0.00189962 -0.00318901 -0.00229621 -0.000390985 -0.00324733 0.00257128 0.00181354 -0.00326486 0.00222458 -0.00327727 -0.00326342 -0.00322946 -0.00155012 -0.00328142 -0.00260578 -0.0030716 -0.00302559 -0.0033137 -0.00271133 -0.00333225 -0.00368819 -0.00366819
internal_weight=0 548.832 520.888 53.3398 27.9436 49.6159 511.641 46.4702 20.3494 507.585 31.1215 8.61584 476.463 43.6551 12.5017 471.88 9.24746 467.535 461.39 425.668 12.7755 412.893 18.8258 14.0003 22.5057 394.067 11.7786 382.289 28.9742 35.722
internal_count=3121 2781 2613 340 168 324 2551 310 134 2529 152 44 2377 296 77 2353 62 2333 2305 2139 59 2080 87 63 108 1993 57 1936 132 166
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 376 13 51 14 132 133 123 13 4 40 3 15 151 42 11 2 16 48 457 48 0 48 0 4 13
split_gain=141.93 26.8065 24.4606 17.2234 13.8645 9.15643 7.67547 6.58914 6.43635 6.64669 8.87023 7.97782 6.25988 5.52925 8.17131 4.74966 4.10868 4.05092 3.46197 2.97908 3.14392 2.63444 2.62552 2.32421 2.14481 2.38872 2.05658 2.01589 1.99483 1.9651
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.080200000000000007 -0.15078499999999997 -0.096089999999999981 0.062655000000000016 0.081465000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15078499999999997 -0.033174999999999989 -1.0000000180025095e-35 -0.097604999999999983 0.050935000000000008 -0.039414999999999999 -1.0000000180025095e-35 0.080455000000000013 0.08622500000000001 -0.069144999999999984 0.10911000000000001 -0.082464999999999983 0.090225000000000014 -0.13455999999999999 0.099800000000000014 -0.11756999999999999 0.09173000000000002 -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 28 7 4 13 6 -5 -1 9 10 -9 17 27 14 -3 18 -16 -12 -14 20 -20 26 23 -15 25 -19 -8 -4 -2 -22
right_child=1 3 12 5 -6 -7 21 8 -10 -11 11 -13 15 22 16 -17 -18 24 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028604503964487025 -0.0026786765659479656 0.0034380988133009341 -0.001846403249335009 0.001887911678979101 -0.0021256713181290032 0.0033363861883575385 -0.0020643304753871585 -0.003060719670346621 -0.0032886039821802462 0.0032524893750764819 0.0017576920151085964 0.0025814432528199617 -0.0027935346545967274 0.0010761459855472852 0.0013193809622146669 -0.0027334788767224478 -0.0024842654815054304 -1.3362114410413933e-05 -0.002079972945897803 -0.0029235957000485475 -0.00073347774863234563 -0.0027781566016946897 0.00093972972727872817 0.0030745056417854802 0.0010099866321973845 -0.0022322291285303809 0.00032599208693900194 0.00051368823000786572 0.00012718041110746896 0.0017426753371242579
leaf_weight=5.7798625752329817 9.5361432731151563 5.3521450161933899 3.8845259100198746 5.7985144704580369 4.2319914251565924 4.5764071792364112 4.0372892916202598 5.3560871779918662 3.469925843179225 4.4840982258319846 4.6447257995605495 8.5328023508191091 8.6698002293705958 3.9986343681812277 3.4823916107416135 117.44455710053444 3.9209325909614563 5.1222484260797527 3.993153288960456 3.3484953194856635 3.6900611668825132 6.538128092885013 4.407268375158309 69.060931950807571 2.9908036440610877 8.1874880343675631 5.5525506809353828 5.9516290724277479 1.9887348636984814 4.7747921273112297
leaf_count=63 117 29 30 28 26 23 27 48 26 22 23 41 112 22 18 1693 25 31 31 32 24 54 20 382 16 57 32 28 13 28
internal_value=0 0.00151921 -0.00188061 0.00187306 0.00238245 5.76386e-05 -0.000626688 -0.000306506 3.84828e-05 0.000332106 -4.38265e-05 0.000504335 -0.00238439 0.00259391 0.00103918 -0.00252065 -0.000695098 -0.000341849 -0.00149942 -0.000789609 -0.000216031 -0.00153077 0.0028499 0.00296513 -0.000940099 -0.0013783 -0.000680325 -0.000418367 -0.0021945 0.000663252
internal_weight=0 132.482 200.325 120.957 94.4543 26.5029 21.9265 48.568 42.7882 39.3183 34.8342 29.4781 151.757 90.2223 12.7555 141.921 7.40332 20.9453 24.4763 15.8065 12.458 16.128 77.4668 73.0596 16.3005 13.3097 9.58984 9.83615 11.5249 8.46485
internal_count=3121 816 2305 686 522 164 141 327 264 238 216 168 1978 496 72 1920 43 127 227 115 83 113 424 404 104 88 59 58 130 52
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 48 1 50 39 48 150 3 457 1 49 40 1 48 51 1374 11 3 13 0 0 52 13 4 15 1 52 3
split_gain=130.639 50.3362 36.6949 21.4503 17.7718 16.3078 7.24903 6.91034 6.48427 4.6084 3.48458 6.19456 2.52984 1.9087 1.85853 2.74394 1.44915 1.06452 1.07686 4.60133 7.50073 1.31851 1.73184 1.16482 1.0373 0.630917 1.69176 0.652657 0.598657 0.524704
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 0.12933000000000003 0.09253500000000002 0.11875500000000001 0.12768500000000002 0.082620000000000013 -1.0000000180025095e-35 -0.52915999999999996 0.080930000000000016 0.088340000000000016 -0.056454999999999991 1.0000000180025095e-35 0.11230000000000001 -0.064549999999999982 0.080335000000000018 0.093750000000000014 1.0000000180025095e-35 -0.12018999999999998 0.073000000000000023 -0.14116499999999996 -0.18113999999999997 -0.0064899999999999992 0.054800000000000008 0.181285 -0.11713499999999999 0.10124500000000002 -0.42635499999999998 -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 2 6 5 -3 8 9 -6 -2 -1 13 24 -13 17 15 -10 -4 18 19 20 -11 22 23 -21 -12 27 -27 -23 -29 -20
right_child=3 4 16 -5 7 -7 -8 -9 14 10 11 12 -14 -15 -16 -17 -18 -19 29 21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00017490607314025043 -0.0011242576784443788 -0.0026298091725200537 0.00079672637524713273 -0.0040945502339874663 -0.00041780027905480191 -0.0034899451404023975 0.00021335133390604593 0.0026897048005258845 0.0028974240052618877 0.00032974695296640746 -0.0031890918384325315 0.00080580727894604212 -0.0018293427823890232 -0.0015579846554509183 0.0027414654845787046 0.00051793901156074328 0.0028264002102137333 -0.004123101180235211 -0.0033948307897505316 -0.0036073511236562788 -0.0033101572485317887 -0.0031400990203075347 -0.0014010319895607904 -0.0021524613132512236 -0.00184370934986151 -0.003671525974137585 -0.001813181480989177 -0.0029541633497996542 -0.003732974921863373 -0.0042494429896682102
leaf_weight=2.5213454812765113 3.1818845197558394 7.5558112412691143 3.3062215372920019 3.858120083808898 5.9641092121601131 3.1305792927741996 3.9247200638055793 12.77212158590555 5.0100784972310066 5.823981508612631 17.577081039547927 4.1308329775929451 4.1484794914722425 4.4684768617153159 27.999619126319885 6.1125146970152837 5.0528718680143356 5.9725660234689704 30.801864072680473 7.3113867342472085 7.1839067339897156 334.87587456405163 5.6567111164331427 5.4621077775955209 3.9960607737302771 4.8264219760894775 6.574139326810835 7.7404543459415462 20.348542794585228 4.7050343602895728
leaf_count=12 17 34 23 17 37 14 22 97 36 29 88 22 21 24 218 38 39 28 150 32 33 1806 29 26 19 24 33 40 92 21
internal_value=0 -0.00275793 -0.00292816 0.00130125 0.000456073 0.00175944 -0.00301297 0.00170053 0.0021479 -0.00303913 -0.00305595 -0.00226725 -0.000514576 -0.00310807 0.00241403 0.00158976 0.00202362 -0.00312356 -0.00311003 -0.0030752 -0.00168047 -0.00312139 -0.00249899 -0.00298522 -0.00293988 -0.00315203 -0.00259991 -0.00316937 -0.00351836 -0.00350808
internal_weight=0 522.701 496.409 49.2928 26.292 45.4347 488.05 18.7362 42.3041 484.125 481.604 29.8525 8.27931 451.751 39.1222 11.1226 8.35909 447.283 441.31 405.804 13.0079 392.796 18.4302 12.7735 21.5731 374.365 11.4006 362.965 28.089 35.5069
internal_count=3121 2781 2613 340 168 323 2551 134 309 2529 2517 150 43 2367 292 74 62 2343 2315 2144 62 2082 87 58 107 1995 57 1938 132 171
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 12 16 12 2 48 50 52 43 1 3 38 3 3 42 3 0 3 1 13 47 16 4 12 49 2 16 13 150 160
split_gain=142.806 30.986 22.0557 20.4017 13.2453 9.51764 8.36667 7.31511 6.60974 6.67593 5.0771 4.89895 4.4553 5.93987 3.74163 3.67356 4.5906 5.41524 3.79737 3.45955 2.94191 2.56773 2.37304 1.98836 1.91041 1.66589 1.43501 4.15771 0.970877 0.928339
threshold=0.099195000000000019 -1.0000000180025095e-35 -0.072804999999999981 0.079890000000000017 0.11448000000000001 0.12230500000000001 0.11941000000000002 0.25317500000000004 -0.079109999999999986 1.0000000180025095e-35 0.10732000000000001 0.10657000000000001 -0.12018999999999998 -0.14847999999999997 -0.031659999999999994 -0.10023499999999998 -0.10151999999999999 0.090900000000000009 0.088975000000000012 -0.0034749999999999994 0.09585500000000001 0.10246000000000001 0.09173000000000002 -0.064509999999999984 -0.052259999999999994 0.084055000000000005 -0.39185999999999993 -0.043669999999999994 0.12083000000000001 -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=3 11 5 8 22 7 21 20 9 14 12 23 13 29 -1 -10 17 25 -19 -15 26 -6 24 -2 -4 -17 28 -28 -3 -5
right_child=1 2 4 10 6 -7 -8 -9 15 -11 -12 -13 -14 19 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029610098023154343 0.0034277374210224111 0.0035991216331184425 -0.00074300372711262955 -0.0014398470792194205 0.0034139855426157046 -0.0016666940391818865 -0.0027767409535141628 -0.0015039097984794316 0.00076727237013299559 0.0026552589618446228 0.00022142819827758215 -0.00022323090844905805 -0.0029228568594911923 0.0018405123757240581 0.0009571243130161081 -0.00064601845827924208 -0.0031167555835510683 -0.0016721359790962619 0.0018746007977575863 -0.0016548060658075332 0.00059242659877600389 0.00066064748577601077 -0.00030698493772498159 0.0018121229241317397 -0.0030610363785734678 -0.0029126780190806786 0.0034462458346996528 -0.00014641385311536958 0.002004157680600656 -0.0032432343842564619
leaf_weight=3.7009700089693069 40.406299293041229 14.996129944920542 3.0774466916918817 2.7810230031609526 5.5964400023221952 5.7448873966932288 3.3784616440534583 3.758379638195037 5.1943711563944808 7.2637586742639542 4.3321665227413169 3.3249225169420233 155.37555874884129 4.4389627277851105 3.5492073148488981 3.4622481092810613 11.161013901233675 3.5733687877655012 6.0318365395069122 4.0033168345689756 5.0643374770879737 4.5770296826958656 3.4726374968886367 6.5854922682046881 18.717671230435371 7.9329042583703995 6.0107074230909348 3.9800918847322482 3.4989261478185645 8.9528414979577082
leaf_count=23 240 85 19 20 31 28 21 21 27 37 18 18 1818 20 18 23 90 22 28 28 26 27 19 37 169 59 34 21 20 74
internal_value=0 0.00129121 0.000256381 -0.00226 -0.00123389 0.0016001 0.000940741 0.00210313 -0.000753535 0.000807885 -0.00269439 0.00297503 -0.00276634 -0.00156101 -0.00104295 -0.0013602 -0.0017038 -0.000952867 0.000555129 0.000183037 0.0025072 0.00217526 -0.00240022 0.00320132 -0.00273373 -0.00222399 0.00284762 0.00201502 0.00329738 -0.00281582
internal_weight=0 132.19 81.8731 231.754 38.8197 43.0535 13.5519 37.3086 51.8697 14.5139 179.884 50.3167 175.552 20.1761 7.25018 37.3557 32.1614 21.0004 9.60521 8.44228 33.5502 10.1735 25.2678 46.9918 21.7951 11.3952 28.4859 9.9908 18.4951 11.7339
internal_count=3121 816 521 2305 286 235 79 207 327 78 1978 295 1960 142 41 249 222 132 50 48 186 58 207 277 188 82 160 55 105 94
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 12 16 12 2 48 50 52 43 1 13 38 147 3 13 42 457 47 42 484 41 12 0 16 4 12 1 13 49 12
split_gain=124.92 28.4943 19.4266 18.9091 11.9084 8.71602 7.39183 6.51617 5.59773 5.77578 4.89877 4.80966 4.15577 3.62257 3.4563 3.24926 2.90372 2.79464 2.74151 2.62817 3.53748 4.13113 4.13142 2.42507 2.14696 2.02966 1.97214 2.00221 1.77036 1.75969
threshold=0.099195000000000019 -1.0000000180025095e-35 -0.072804999999999981 0.079890000000000017 0.11448000000000001 0.12230500000000001 0.11941000000000002 0.25317500000000004 -0.079109999999999986 1.0000000180025095e-35 -0.15078499999999997 0.10657000000000001 0.08598500000000002 -0.097604999999999983 -0.088589999999999988 -0.031659999999999994 0.082380000000000009 0.09585500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.078065000000000009 0.09334000000000002 -0.060129999999999996 0.10246000000000001 0.09173000000000002 -0.064509999999999984 0.080000000000000016 -1.0000000180025095e-35 -0.052259999999999994 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 11 5 8 24 7 23 17 9 15 29 25 14 18 -10 -1 26 -3 -12 -20 21 22 -21 -6 28 -2 27 -16 -4 -5
right_child=1 2 4 10 6 -7 -8 -9 12 -11 13 -13 -14 -15 16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031370947067338871 0.0036534156772153894 0.0029749911031854478 -0.00085473253993271071 -0.0023448363307403963 0.0036093417212280233 -0.0018212664969043718 -0.002966620459524125 -0.0015957887552890181 0.00064609747660135516 0.0027095669149578053 -0.0033120062094627082 -0.00036526918979392335 0.001881998191010625 -0.0032409524687932092 -0.0033838019935683154 0.00089592589435518193 -0.00040247612346698292 0.00055504603130251799 -0.0037434809377670398 -0.00098765346929804878 -0.0036760046912012261 -0.0028461985743338347 0.0033502365740553821 0.00062812910328422444 -0.00040130955633434684 0.0018299773369501514 -0.0033187151830539135 -0.00026382949478163318 -0.0033180988285920281 0.00013549422207786285
leaf_weight=3.5523554682731628 37.747339725494385 26.890887156128887 3.0460869148373666 4.4515273571014387 5.2731557786464673 5.6917703673243514 3.2442240417003623 3.6957466527819625 4.6232763826847068 6.9593434482812881 9.6418935805559176 3.2650229483842841 3.0688543394207946 131.72305076569319 2.9577219933271408 3.571969307959078 6.6210728436708441 5.0544578433036795 3.2450888007879284 3.9128934815526026 2.9307255744934073 3.1955615729093552 3.9170734807848895 4.5163103193044662 3.4059844240546218 6.3594029396772376 14.229731768369673 4.8262403830885949 17.806421853601933 5.9707144796848297
leaf_count=23 240 160 19 32 31 28 21 21 31 37 112 18 17 1693 30 18 34 26 23 25 25 23 19 27 19 37 107 30 169 26
internal_value=0 0.00130229 0.0002001 -0.00242811 -0.00136245 0.0016099 0.000939493 0.00215785 -0.000823147 0.000774866 -0.00290688 0.00313165 -0.00144268 -0.00303722 -0.00174947 -0.00111503 -0.00213625 0.0025921 -0.00203746 -0.00132303 -0.000760234 1.48145e-05 0.00118245 0.00223398 -0.00259925 0.00339051 -0.00265771 -0.00144935 -0.00295826 -0.0009239
internal_weight=0 125.997 78.625 219.399 37.2922 41.3329 13.0337 35.6411 50.4106 14.0837 168.989 47.3718 36.3269 158.566 33.258 7.12432 28.6348 31.9453 26.8432 17.2013 13.9563 11.0255 7.82997 9.78947 24.2585 44.1067 22.0137 7.78396 20.8525 10.4222
internal_count=3121 816 521 2305 286 235 79 207 327 78 1978 295 249 1920 232 41 201 186 227 115 92 67 44 58 207 277 167 60 188 58
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 4 130 150 43 457 1 38 3 14 4 4 3 3 1 3 0 4 42 12 48 1429 16 16 48 12
split_gain=109.39 22.4822 18.459 16.7803 13.5885 11.7477 7.74069 7.0069 6.30841 5.62795 5.61974 5.03526 4.73913 4.47265 3.6177 3.91749 5.36607 3.44284 3.21806 2.92383 2.83784 3.44483 2.81013 2.17596 2.50581 2.0666 1.97687 1.57336 3.14756 1.20519
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.40124500000000002 -0.012214999999999998 -1.0000000180025095e-35 -0.079109999999999986 0.080930000000000016 1.0000000180025095e-35 0.10657000000000001 0.10732000000000001 -0.45687499999999998 -0.46376499999999993 -0.15464999999999998 0.090900000000000009 -0.14989499999999997 0.088975000000000012 -0.097604999999999983 -0.060129999999999996 -0.49013999999999996 -0.031659999999999994 0.051320000000000005 0.11951500000000001 0.083870000000000014 -0.16927999999999996 -0.51370499999999997 -0.068459999999999979 -0.093619999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 6 12 -3 -6 10 23 22 -2 19 -9 -10 -16 17 -17 -18 20 25 -22 -1 24 -8 -4 -25 28 -15 -12
right_child=1 3 5 -5 7 -7 9 13 14 -11 29 -13 -14 27 15 16 18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025983524007751504 0.0030741704724237024 0.0020753557933078804 -0.0027875109915661399 0.0029847677548355041 -0.0019144452963324474 0.0040640373923298504 -2.4597045127825612e-05 -0.00030152975466482101 -0.0031058844323516416 0.0013969338671698669 0.0012828880018734619 -0.00028393759520651971 0.00014802710184878341 0.0031849158480794122 0.001784044676883682 0.00074168347131344317 -0.0015809062799943595 -0.0024986622152676748 0.0014865688074765218 -0.0027694850779409895 -0.0025433396913374872 0.00046841751318809239 0.00069598455799929626 -0.00085927537838024343 -0.0028048332656790452 -0.00011338084037839819 -0.0028725207806715243 0.003159278115599943 -4.2027518143683906e-05 0.0033448674446455214
leaf_weight=3.3546404168009758 34.172569394111633 4.2870818823575965 16.153164520859725 13.313534930348395 4.0552465617656734 1.8352593034505833 6.3455354049801844 5.2822194993495968 5.7821349427103987 3.69451930373907 3.7551338523626328 3.2746457383036605 4.3335164040327063 4.0951893329620361 3.3076227977871886 2.5600239932537123 3.645442456007002 15.366987720131878 6.1507985889911652 122.98128602653742 4.3401977717876434 6.1334907710552198 3.5846949741244298 4.0861233174800899 3.2967616245150566 2.1971913650631896 16.22749438136816 9.0869013071060127 3.9977272152900749 3.8338290601968765
leaf_count=23 234 24 173 83 22 9 39 30 53 19 20 18 18 27 18 14 23 125 30 1712 34 33 18 21 21 15 165 57 20 23
internal_value=0 0.00113368 -0.00200507 0.000340688 -0.000205463 -0.00244304 -0.00119854 0.0012153 -0.000657482 -0.00161564 0.000786012 0.00278051 -0.00251952 0.00178034 -0.00122716 -0.000877086 -0.00119458 -0.00203593 0.00034508 -0.00259567 -0.00185407 -0.000779626 -0.000896577 -0.00198718 -0.000975177 -0.00246732 -0.00246755 0.00242045 0.00159088 0.00232457
internal_weight=0 115.216 209.315 77.7683 64.4548 157.974 37.9375 26.5173 51.3413 33.6504 14.5283 37.4472 156.139 22.462 36.813 31.0309 27.7233 17.927 9.79624 151.805 28.824 10.4737 6.93934 29.9559 9.6423 18.3504 20.3136 17.1798 8.09292 7.58896
internal_count=3121 780 2341 528 445 1994 289 156 347 265 84 252 1985 134 263 210 192 139 53 1967 255 67 41 246 60 188 186 104 47 43
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 52 12 484 4 47 43 1 1 43 52 3 150 151 13 40 160 48 15 0 13 160 148 42 12 12 1 43 2 1
split_gain=130.963 25.5694 21.9962 19.7028 11.4317 10.57 7.82462 7.4123 6.38124 6.05741 5.51602 5.50725 4.33881 3.95736 3.93526 3.84025 3.743 3.65474 3.72148 3.21352 4.45364 2.94577 2.91787 2.78231 1.77174 1.35195 4.28906 1.23998 1.57426 1.1521
threshold=0.10089500000000001 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 0.40124500000000002 0.086785000000000015 -0.079109999999999986 0.12337000000000002 1.0000000180025095e-35 -0.015774999999999994 0.13796000000000003 0.10732000000000001 0.09487000000000001 -0.086944999999999981 -0.088589999999999988 -1.0000000180025095e-35 0.060610000000000004 0.12879500000000002 0.050935000000000008 -0.060129999999999996 0.11596500000000001 -0.081069999999999989 -0.080634999999999984 -0.031659999999999994 0.12477500000000001 0.083370000000000014 0.080585000000000004 0.07827000000000002 0.080205000000000012 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=2 -2 6 15 11 10 8 9 23 -7 17 19 13 -8 -15 -3 -17 18 22 25 21 -21 -5 -1 -24 26 -4 28 -16 -9
right_child=1 3 4 5 -6 7 12 29 -10 -11 -12 -13 -14 14 27 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025964557525962142 -0.0025690681481908453 0.0012053301043289616 -0.0029556865045323351 0.00055613221049992379 0.0039474960906801379 0.001176854277965217 0.0013170544636722289 0.0013493049361498434 0.0026178396119534686 -0.0027106179587974215 -6.3853106010933728e-05 0.00035544679978461233 0.0011862151242811381 0.00040278822770845025 -0.0010724932852289287 -0.0033481334901516459 0.00026266840928100809 0.00039434178769400647 0.00046714153081705374 0.00013334356508851758 0.0017329403143393051 -0.0027349703468382987 0.0032517819784504097 0.00076414443870694774 0.0012690406095553816 -0.0028707088824880371 0.001609057776140051 -0.00062121937888660991 -0.0028099969964615781 0.003312870938659466
leaf_weight=3.289994977414608 10.687597326934336 2.957047000527381 5.2167548388242713 3.1980472505092612 1.8847357258200634 4.9752249345183372 3.0539914518594733 4.5143802613019925 8.1704985946416837 6.429327458143236 5.3420235887169829 4.2868221998214713 4.6107735186815253 4.6223807036876705 4.5739482119679513 6.5906185731291753 2.8897393420338631 4.4512299150228491 4.2506924271583548 3.1562901064753541 2.3988870382308951 12.151410885155201 59.395657494664192 3.621630646288394 3.330503821372985 137.59326676279306 1.98976594209671 2.8995483741164199 18.04454780369997 3.895119771361351
leaf_count=23 113 15 60 17 9 28 16 26 43 35 32 18 22 30 33 49 20 21 22 22 18 117 362 18 19 1735 15 18 144 21
internal_value=0 0.0013406 -0.00206415 0.00171295 -0.00253086 0.00210428 -0.000575644 0.000374632 0.00103528 -0.00101471 0.00253284 -0.00260406 -0.00121831 -0.0015523 -0.00184304 -0.00142658 -0.00224751 0.00271872 0.00286616 -0.00268213 -0.00161837 -0.00214355 0.00302084 -0.000835531 0.00314651 -0.00281221 -0.00169533 -0.00224986 -0.00245864 0.00225879
internal_weight=0 122.907 221.565 112.22 168.678 99.7822 52.8873 19.8141 15.0821 11.4046 79.9682 166.793 37.8052 33.1944 30.1404 12.4374 9.48036 74.6261 70.1749 162.506 17.7066 15.3077 65.9242 6.91163 62.7262 144.8 7.20652 25.518 22.6185 8.4095
internal_count=3121 780 2341 667 1994 583 347 110 84 63 473 1985 263 241 225 84 69 441 420 1967 157 139 398 41 381 1810 75 195 177 47
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 159 12 47 1 3 13 2 4 13 151 50 12 3 15 123 160 12 3 48 4 15 12 1 160 38 1 1
split_gain=167.533 35.303 27.0161 21.279 9.53025 10.1395 7.74141 7.2505 6.48423 6.17328 9.05933 6.0992 5.87134 5.81116 6.31326 4.00092 3.16793 3.98403 2.86662 2.70303 2.64468 2.59121 2.58303 5.79143 2.43976 2.40322 2.26647 2.00875 1.80591 1.3062
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 -1.0000000180025095e-35 -0.040564999999999997 0.10323000000000002 0.090540000000000023 -0.15121499999999996 -0.15078499999999997 0.11474000000000002 -0.033174999999999989 -0.08971999999999998 -0.080889999999999976 0.11534500000000002 0.051320000000000005 -0.12018999999999998 -0.008624999999999999 1.0000000180025095e-35 -0.078059999999999977 0.10508500000000001 -0.14186499999999996 0.11013500000000002 -0.27825499999999997 0.082685000000000022 0.095110000000000014 0.096125000000000016 -0.085764999999999994 0.099940000000000015 0.11588000000000001 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 -2 6 13 27 9 7 -1 24 10 -6 -8 -13 14 -3 20 29 22 -12 -20 26 -11 -18 -24 -4 -14 -10 -5 -7 -9
right_child=1 3 8 4 5 28 11 16 15 21 18 12 25 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017232532978792453 -0.002611336394231072 0.0029310372114768101 -0.0019905012504399509 0.0033790285035261202 -0.0018709522951752692 -0.0017405518410011625 0.0039277801496806685 -0.002755236527603234 -7.4055131102338317e-05 0.0033923587802409997 -3.4550217166580623e-05 0.0030791509117948299 0.00013202011269191518 -0.0028404238364478167 -0.0018771539489220242 -0.0027896250783868265 -0.0030640277515695631 0.0022323819187194528 0.0030431622616170734 0.0008188044821765062 -1.9624655267657579e-05 0.0012365076167083675 0.0018683208070619823 -0.0030849293956475938 0.0005731734028655409 -0.0026063959431965413 -0.0030203011108240227 0.0014906110109347726 0.00041279536129550229 -0.0010667161185277875
leaf_weight=5.2453426271677008 12.43824230879545 3.6838741749525052 4.3978084921836835 44.452870473265648 5.035816982388492 5.1415538266301137 3.8569224178791073 12.56694726645947 2.3821371868252745 22.413334608078006 3.8953471034765306 3.4779271334409723 5.8619883805513346 6.5395329594612122 3.6923096179962158 149.98401859402657 3.7719131484627715 2.6262262165546408 13.178075879812246 5.1233694255352011 5.8596149682998648 4.5248906165361396 3.5490863174200049 2.8935788348317146 5.8293648958206177 3.4305726885795593 6.7856105268001548 4.1596757024526587 5.3838497251272202 4.1040158271789542
leaf_count=23 124 17 32 243 28 29 18 100 18 116 20 16 37 50 28 1806 33 12 65 24 33 20 21 23 26 20 63 20 32 24
internal_value=0 0.00156708 -0.00205125 0.00197559 0.00234803 0.00169475 -0.000394344 -0.00109197 -0.0025371 0.00214822 0.00127574 0.00106395 0.000199016 -0.00105697 0.000524192 -0.00266154 -0.00159234 -0.000622248 0.00198963 0.00242047 -0.00138321 0.00303023 -0.00135619 -0.000356321 -0.000529238 -0.000878932 -0.00225475 0.00321744 -0.000639093 -0.00233956
internal_weight=0 139.663 226.623 127.225 113.309 64.6962 51.3845 34.7571 175.239 54.1708 27.2326 16.6274 12.7705 13.9157 7.37618 165.011 29.5118 12.8408 22.1968 18.3014 15.0274 26.9382 10.2146 6.44267 10.2272 9.29256 9.16775 48.6125 10.5254 16.671
internal_count=3121 816 2305 692 597 334 327 236 1978 273 137 91 73 95 45 1920 213 89 109 89 114 136 77 44 58 57 81 263 61 124
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 4 1 16 51 52 43 474 1 3 52 48 43 15 150 4 3 0 4 4 1429 16 12 12 47 148
split_gain=110.494 21.5072 19.9671 16.9268 12.0039 10.8069 7.88248 6.57855 6.3487 6.64751 5.81211 5.90806 5.38774 5.09138 4.4153 3.84715 3.43727 3.90827 3.39844 3.26972 3.18344 2.85996 3.23315 2.85838 2.54319 2.06582 1.69107 1.17901 1.13124 1.04467
threshold=0.10089500000000001 -0.38533999999999996 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.40124500000000002 0.12337000000000002 -0.061854999999999993 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 0.084660000000000027 1.0000000180025095e-35 0.10732000000000001 0.13796000000000003 0.12879500000000002 -0.041739999999999992 -0.10469999999999999 0.09487000000000001 -0.04890499999999999 -0.097604999999999983 -0.060129999999999996 -0.49013999999999996 -0.0016099999999999997 0.08401500000000002 -0.046599999999999996 0.12069000000000002 -1.0000000180025095e-35 0.13082500000000002 -0.079184999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 14 13 16 -8 -1 10 12 18 -10 20 15 19 17 -5 23 -3 21 24 -23 25 -4 -12 29 -25 -2 -21
right_child=1 3 5 6 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0041453038748404582 -0.0040468060638500312 0.0013764174856714011 -0.0039063767173470954 0.0029313250322226753 -0.0031409529791041743 0.0054364832271511284 0.0040675319669845394 -0.0024592169114513794 -0.00042467156324273528 -0.0048816474557288733 0.0014737771449808536 0.0037093689434149119 0.0043839495107883038 0.00040003403501013218 0.00047691616921815536 0.00046979377132404644 -0.00378087859593509 -0.0025653081397087104 0.0014207292891576381 0.0021812788713953756 -0.0038979192601237916 -0.0034975663513071007 0.00068325918852577244 -0.0043715867725639228 0.00056311327642889287 -0.0021196882958743912 0.0019642407794108934 -0.0019403736039575918 -0.00083809209873608476 0.0044195577337987364
leaf_weight=6.4511476755142203 7.9743549302220327 6.447678729891769 15.673361919820314 2.9768027514219284 4.0132393389940253 1.8254417330026615 6.8972174003720284 2.9517197236418706 5.6383311152458173 3.8041487783193579 3.8969646468758583 3.4592756628990164 6.9794647097587585 4.3092013299465171 6.5510688573122016 4.8399051427841178 7.8114435523748416 4.1388478353619576 4.6144406497478476 2.950860157608985 117.94908913969994 4.1334413662552834 6.1739010661840421 6.1657924279570651 1.9119404107332219 4.7532151043415105 4.4975063353776923 4.7089833468198741 1.8032363504171369 51.54990695416928
leaf_count=69 102 39 175 15 25 9 40 21 31 28 23 16 40 18 37 23 50 33 22 18 1712 34 33 56 13 31 26 31 11 340
internal_value=0 0.00173611 -0.00274955 0.00221665 0.0030274 -0.00341169 -0.000429037 0.00211147 -0.000755774 -0.000259044 0.000178216 -0.000762209 0.00223519 -0.00351926 0.00334958 0.00361733 -0.00210527 -0.000265815 -0.001403 0.0038501 -0.00363506 -0.00252353 -0.000993332 -0.00207035 -0.00342044 -0.000500808 0.00412044 -0.00331883 -0.00345504 0.00429837
internal_weight=0 115.404 202.448 105.626 80.8502 151.976 24.776 9.84894 50.4718 44.0206 40.2165 27.5987 12.6178 150.151 76.8369 70.2859 14.9271 7.11565 24.1394 65.446 145.842 27.8926 10.3073 19.525 17.5853 8.65018 58.9983 10.8748 9.77759 54.5008
internal_count=3121 780 2341 667 508 1994 159 61 347 278 250 179 71 1985 483 446 98 48 163 423 1967 255 67 141 188 54 384 87 113 358
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 4 39 457 151 51 52 43 474 3 1 14 38 49 3 3 0 0 0 1429 0 51 16 16 0 13
split_gain=96.6878 19.2505 18.6261 14.1481 11.9667 9.4608 7.43206 6.71183 6.0231 5.74587 5.86777 4.91768 4.92512 4.83725 4.78753 4.64312 4.36029 3.47323 3.3469 3.11219 3.97747 2.7024 3.04297 2.67741 2.43699 1.87734 1.31629 4.06931 1.01746 0.930809
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.40124500000000002 0.12768500000000002 0.080930000000000016 -0.084129999999999996 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 0.084660000000000027 0.10732000000000001 1.0000000180025095e-35 -0.46885499999999997 0.10657000000000001 0.13984500000000002 -0.097604999999999983 -0.10023499999999998 -0.23051499999999997 -0.060129999999999996 0.11070500000000001 0.084180000000000019 -0.10324499999999999 0.084745000000000015 -0.54165499999999989 -0.51370499999999997 -0.084674999999999986 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 6 13 7 17 -6 -1 11 14 19 18 -11 -10 -2 24 21 -13 -21 23 -23 -4 -3 -22 -17 -28 -29 -26
right_child=1 3 5 -5 8 -7 -8 -9 15 10 -12 12 -14 -15 -16 26 -18 -19 -20 20 25 22 -24 -25 29 -27 27 28 -30 -31
leaf_value=-0.0029419434027128221 0.0030693734552010334 -0.0008411421265171968 -0.0027624083770060983 0.0029567672875403629 -0.0014264943042359157 0.0036486461698219666 0.0026804916628148587 0.0018376099210457601 -0.0011801213233982931 -0.00027549028343933492 -0.0034248428463488009 0.0011359885728698415 0.0024518238420310158 0.00025818139581875138 0.0030311317560233189 0.0037526691585038599 -0.00011874401688626654 0.00066361067357895566 -0.0027742126863623015 0.00066256579784552982 -0.0026591405490503273 0.0004022761784986131 -0.0026229150693000457 0.00065186260224062435 -0.0019160346354810186 -0.00053205039545571066 -0.00077775403397121849 0.0015385636866066088 0.0032519155695512484 -0.0031299340280582081
leaf_weight=5.9048747681081286 32.264475032687187 6.6226583346724501 14.5625346377492 12.630422309041021 4.651120305061343 1.7618257030844677 3.3047370463609687 3.7792143747210494 2.9411834776401582 5.6203909665346128 3.5203036442399016 4.1177050098776844 3.3874805867671958 4.3163898736238471 6.5487633645534515 3.8136823177337709 3.2629437670111647 3.2688182145357123 107.67212784290314 4.9091112986207035 10.465154550969602 6.5401509553194028 3.5398934483528137 1.7804826721549023 6.8146998956799569 3.9471315592527381 2.87529985606671 3.4552922397851997 7.7956521809100892 12.129894889891149
leaf_count=69 234 38 176 83 26 9 18 20 17 31 28 21 16 18 40 23 18 21 1712 27 93 39 28 12 73 22 17 21 52 119
internal_value=0 0.00118606 -0.00191789 0.000423316 -9.73903e-05 -0.00240333 -0.0010752 -0.00145575 0.00127825 -0.00051257 -0.000175164 0.000118197 -0.000510412 -0.00248037 0.00150395 0.00188071 0.00277657 -0.00188737 -0.00256852 -0.000938522 -0.00138063 -0.00173034 -0.000660106 -0.00239044 -0.00221352 -0.00207659 0.00238252 0.00201262 0.00272573 -0.00269327
internal_weight=0 109.61 188.594 74.0827 61.4523 140.173 35.92 32.6153 25.5322 48.4209 42.516 38.9957 26.8266 138.412 12.1692 20.8811 35.5274 28.8361 134.095 23.4391 19.3214 26.4231 10.08 16.343 25.5673 14.4123 17.9399 14.1262 11.2509 18.9446
internal_count=3121 780 2341 528 445 1994 289 271 156 347 278 250 179 1985 71 130 252 251 1967 163 142 255 67 188 230 115 113 90 73 192
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 376 13 51 14 474 376 52 13 3 0 4 3 4 43 42 11 2 16 13 151 48 0 4 1 12
split_gain=124.37 26.1131 20.5166 18.8432 13.8907 8.47277 7.21096 5.76465 6.22846 6.20711 5.78722 5.3874 5.22805 5.20403 5.01044 5.59375 3.99247 3.45588 5.97421 3.12129 2.69201 3.03653 2.18406 1.87836 1.85883 1.85239 1.70942 1.60186 1.45518 1.08835
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.080200000000000007 -0.15078499999999997 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 0.19022000000000003 -0.15078499999999997 -0.10023499999999998 -0.14649999999999996 0.0052350000000000009 -0.097604999999999983 -0.033174999999999989 -0.035139999999999991 -1.0000000180025095e-35 0.080455000000000013 0.08622500000000001 -0.069144999999999984 -0.023499999999999997 -0.23821999999999996 0.099800000000000014 -0.14226499999999997 0.09173000000000002 0.09253500000000002 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 11 6 -5 -1 9 10 13 17 26 -9 15 -15 19 18 -3 -14 21 -21 25 -23 -19 -8 -4 -2 -16 -26
right_child=1 3 12 5 -6 -7 22 8 -10 -11 -12 -13 16 14 28 -17 -18 24 -20 20 -22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0033258201063501025 -0.0031566349059838675 0.0034042334835119683 -0.0026620036438828373 0.0018604734342011367 -0.0026708161306806697 0.0035478301520505905 -0.0025898538685606501 0.0013995731969188891 -0.0038806267450168133 0.0030214552716281212 0.0022786817681092622 4.377379359793011e-05 -0.0032569702263832399 -0.0018701362904003475 -0.0034296527815481322 0.0028524448934054321 -0.0031704241641656718 0.0012150185190592138 -0.0010026473793163578 -0.0025684915953309686 -0.0034100015742054199 -0.0010641145905383215 -0.003305995072343863 0.0016829086739203623 0.0034958911534983005 -2.8787523195139404e-05 2.6053954114887374e-05 -0.00036486248575075595 -0.0012474915982629766 0.0023097019119106173
leaf_weight=6.0738845467567435 10.152297109365461 5.9341186732053757 2.8745730891823769 5.506538972258574 4.2630957737565032 4.0889294892549506 4.3092929720878654 6.3674917519092551 3.7611560821533194 5.3448078334331504 5.8331840932369223 5.820082187652587 9.321537598967554 5.281238280236721 9.1149537935853022 3.671684242784977 124.45044916123152 3.7325501441955558 4.8095883131027204 4.1749158129096058 3.5089527964591971 3.8277120068669337 6.7601587548851922 4.9028371274471247 54.414645493030548 5.6187674030661583 7.0619034990668279 2.1508336514234534 3.714352399110795 7.6142994463443747
leaf_count=63 117 35 23 28 26 23 27 28 26 26 32 33 112 31 81 19 1693 20 27 31 32 24 54 28 339 32 35 13 21 42
internal_value=0 0.00139681 -0.00230614 0.00183994 0.00250146 -0.00033936 -0.0010555 -0.000645642 -0.00026784 7.76737e-05 -0.000385322 0.0027693 -0.00281596 -0.000937357 -0.0016205 6.66421e-05 -0.00295254 0.00297664 0.00143142 -0.00189893 -0.00112772 -0.000507175 -0.00201767 0.000478538 0.00322909 -0.00114042 -0.000751588 -0.00266858 -0.00279787 0.00335028
internal_weight=0 125.175 209.286 112.872 86.5884 26.2837 22.1948 49.1628 43.0889 39.3277 33.9829 82.3253 160.123 28.1497 21.7822 8.95292 150.186 76.5052 10.7437 25.736 16.4144 12.9055 16.6882 8.73055 65.7615 9.92806 9.93648 12.3031 12.8293 62.0289
internal_count=3121 816 2305 686 522 164 141 327 264 238 212 496 1978 180 152 50 1920 463 62 227 115 83 113 52 401 59 58 130 102 381
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 4 39 48 51 14 16 457 4 0 1 47 4 4 0 2 4 38 14 3 160 12 0 1 4 15
split_gain=90.1801 17.9143 17.9067 12.8053 10.8276 8.6652 6.50952 5.71491 5.37635 5.74532 5.14017 5.21192 4.77471 8.10968 7.31423 5.52011 5.86106 6.78199 4.73454 4.83584 6.4107 4.18222 3.88569 2.81107 2.45553 3.05904 1.79503 4.85541 1.36584 1.67335
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.40124500000000002 0.15438500000000002 0.11926500000000002 -0.096089999999999981 0.062655000000000016 0.054560000000000004 0.080930000000000016 -0.46376499999999993 -0.070154999999999981 1.0000000180025095e-35 0.079855000000000023 0.0067750000000000006 -0.0016099999999999997 -0.060129999999999996 0.10327000000000001 -0.49405499999999997 0.10657000000000001 -0.46885499999999997 0.149315 -0.081969999999999987 0.092755000000000018 -0.13027499999999997 0.083345000000000016 0.50822500000000004 -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 21 8 4 6 18 10 22 -1 12 11 24 -10 14 -14 16 17 -16 23 20 -20 -2 -6 26 -3 -26 27 -4 29 -24
right_child=1 3 5 -5 7 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034905660607452405 0.003617794712453052 -0.0033797605973140674 -0.0035560220541556524 0.0034487720557982641 -0.0012166615286465085 0.0041666309089375166 0.0034532788494872416 -0.0021491618774265218 -0.0028620099393540893 -0.0040543725685612394 -0.0030797063189785391 0.0030874079508485899 -0.0032604203142066294 0.0032495787392917944 0.0023281572263568933 -0.0028022964595816372 0.004359385601432262 -0.0027879141080010836 -0.0030626559397487628 -0.0031817995528081347 0.0020937842299032054 -0.000104964387911511 0.00098726213592051923 0.0012172942822967459 0.0010102827225543073 -0.0022477403650042129 -0.0033385726504218411 0.0016057441971446449 0.0038512957106551552 0.0033116568147987442
leaf_weight=5.5781122446060172 30.933395266532898 4.120131067931653 5.2750445827841741 12.110162749886511 3.0021877735853257 1.7200618535280217 2.7163025289773932 3.6595667451620093 4.5793817713856688 3.5078363642096511 13.645077303051947 3.2309861779212943 6.3031428232789031 8.3242173716425913 6.0521117225289327 3.69073262810707 4.7941458374261847 4.4352327212691343 3.9652368798851967 8.632939223200081 5.9636083692312258 3.2988160401582709 6.7768988609314027 1.4225631356239308 5.9482722356915474 5.4597030952572823 104.49014506489038 2.7326535917818546 6.1299207508563986 5.5773389935493425
leaf_count=69 234 32 59 83 17 9 15 19 29 27 152 17 62 45 34 25 25 31 33 105 31 18 40 6 36 37 1726 25 42 38
internal_value=0 0.00138568 -0.0022564 0.000499631 -9.29809e-05 -0.00284232 -0.00122023 0.00148141 -0.000592777 -0.000205024 -0.00161199 -0.000544389 0.00014865 0.000558981 -0.000327144 0.000647379 0.00148053 0.000164505 -0.00293332 -0.00146139 3.44806e-05 0.00325905 0.00209977 -0.00317315 -0.00130007 -0.000548963 -0.00322867 -0.00179455 0.00263842 0.00203661
internal_weight=0 106.609 181.467 72.3765 60.2664 134.202 35.1205 25.1459 47.2649 41.6868 32.4042 18.7591 38.179 33.5996 25.2754 18.9722 15.2815 10.4873 132.482 18.5618 9.92885 34.2322 21.4863 113.92 15.5281 11.408 112.498 8.0077 18.4842 12.3542
internal_count=3121 780 2341 528 445 1994 289 156 347 278 274 122 251 222 177 115 90 65 1985 169 64 252 137 1816 105 73 1810 84 120 78
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 4 48 130 51 14 0 2 4 474 376 3 0 4 38 14 457 13 4 12 1 4 151 0 1 456
split_gain=79.048 16.5653 15.9496 11.2197 9.21449 7.61111 6.07125 5.83332 4.86366 5.07516 4.76537 4.31294 5.38202 4.30677 5.21669 4.05998 4.03052 4.60049 3.9433 3.45325 3.42838 2.69214 2.27301 2.2621 1.46698 1.42922 1.3965 1.32977 3.22148 1.07413
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.27834500000000006 0.40124500000000002 0.12230500000000001 -0.012214999999999998 -0.096089999999999981 0.062655000000000016 -0.060129999999999996 0.10327000000000001 -0.49405499999999997 0.082665000000000002 0.049360000000000008 -0.10023499999999998 -0.14649999999999996 0.0052350000000000009 0.10657000000000001 -0.46885499999999997 0.080930000000000016 -0.17933499999999997 -0.0086549999999999978 0.092465000000000006 0.09253500000000002 0.09173000000000002 -0.080994999999999998 -0.13027499999999997 0.083345000000000016 0.078475000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 7 10 19 -4 -1 13 21 12 -12 14 15 -10 17 -17 29 -6 22 -3 -9 -24 -18 -25 -21 28 -23 -2
right_child=2 5 3 -5 6 -7 -8 20 9 -11 11 -13 -14 -15 -16 16 24 -19 -20 26 -22 27 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032454274758869036 0.003493843937140583 -8.0139361791286287e-05 0.0022380033446358126 0.0031324254969271486 -0.0010252273436500224 0.0036784609713413903 -0.0023848369181888509 -0.0028266918336183017 0.0013025171241299054 -0.0037247148557213207 -0.0027717368552826957 -0.0028919896507074404 0.0017404569926153263 0.0027488954262233824 0.002308476144041715 -0.0017881693026842579 -0.0033629671407133842 0.0025316646626669715 -8.8661697497016413e-05 0.00059106006154023506 0.0012181656619562318 -0.0032912559965924365 0.00018849864925932797 -0.0033865067595235752 -0.0011494939620478096 -0.00076499223864597715 0.0027709823189838089 -0.0031109070065994658 0.0010530816041844379 0.0014516264807484683
leaf_weight=5.0961854681372634 26.169832274317748 2.7834969311952582 4.0562477260828009 11.312441624701021 3.0112378746271196 1.6506431028246868 3.3456162363290778 12.29797511175275 6.0830757394433013 3.2414445579051963 3.7167479209601879 8.0589668042957765 6.0592153444886225 4.7587981969118109 5.6688321083784095 5.0211992338299751 7.5238146819174325 3.7551516592502594 3.3012420982122412 3.0992337763309576 3.4733976274728766 4.1291221939027301 6.4825924299657363 4.0245424024760723 3.9947217926383018 3.2971856892108917 14.746663078665724 95.073970273137093 2.3251324594020844 2.4549531862139693
leaf_count=69 216 18 24 83 17 9 18 140 28 27 33 105 31 26 36 31 81 21 18 20 19 52 39 47 28 20 101 1725 21 18
internal_value=0 -0.00205995 0.00124054 0.000443706 -8.22066e-05 -0.00261816 0.00130682 -0.0010818 -0.000529157 -0.000183498 -0.00270325 -0.00129311 2.49547e-05 0.000128374 -0.000260761 -0.00081291 -0.00144698 6.01651e-05 0.00296637 0.00189898 -0.0015371 -0.00294436 -0.00190374 -0.00108151 -0.00259532 -0.00220596 0.0023924 -0.00302288 -0.00172622 0.0033187
internal_weight=0 168.941 101.073 69.1471 57.8347 123.797 24.2028 33.6319 45.1432 40.047 122.147 17.8349 9.77596 36.8056 32.0468 26.378 20.2949 8.77635 31.926 20.8571 29.5757 104.312 26.1023 13.8043 11.5185 7.32173 17.8459 101.528 6.45425 28.6248
internal_count=3121 2341 780 528 445 1994 156 289 347 278 1985 169 64 251 225 189 161 52 252 138 265 1816 246 106 109 67 121 1798 73 234
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 4 0 15 4 0 1 47 4 150 2 2 38 48 4 151 4 151 3 42 2 15 456 16
split_gain=69.1344 15.5793 14.2757 9.8497 7.88777 9.54202 10.1742 6.82153 5.64247 5.46309 5.09827 6.40014 7.56124 5.78057 5.24862 5.0191 4.30986 4.3002 3.73105 3.48907 3.06738 3.01518 2.81148 3.3213 2.71396 2.5529 2.47889 2.25257 1.13769 0.98647
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.16158000000000003 0.086785000000000015 -0.17966999999999997 0.11720500000000002 0.40124500000000002 -0.060129999999999996 0.083195000000000005 -0.46376499999999993 -0.0058249999999999994 1.0000000180025095e-35 0.077555000000000013 0.0067750000000000006 0.087380000000000013 0.10327000000000001 0.13404500000000005 0.10657000000000001 0.11926500000000002 -0.49013999999999996 -0.086654999999999982 0.27834500000000006 -0.0093999999999999986 0.149315 -0.085499999999999979 0.090425000000000019 -0.14712999999999996 0.084890000000000007 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 9 18 4 5 -4 17 8 24 10 29 12 -12 14 15 21 20 19 28 22 -10 -14 23 -7 -3 -6 -23 -27 -2 -1
right_child=2 7 3 -5 25 6 -8 -9 16 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0040354613447438426 0.003770836281146937 -0.003366287258453149 -0.0037450611956896542 0.0033270133356288248 0.0015326968942888596 0.0026746068884175938 -0.0042314863068393356 0.0038023154512510132 -0.0021455198984470327 -0.0037021304789175789 -0.0030549088067802631 0.0032508131112992419 0.0042907326432230081 -0.0025781679817759918 0.0040763889735636457 -0.0030673318323729526 -0.0030621639661316488 0.0041120813977518289 -8.7513498214034373e-05 -0.0020873764282292248 0.0017397964879201052 -0.0015572736977702627 0.0026723511690277769 -0.001307501224240056 0.0011309188488075027 1.1363048274505706e-05 0.0024638552924547909 -0.0030615646602565176 0.0013764586548686666 -0.0013860747586306667
leaf_weight=3.8108076117932788 24.161326870322235 88.967156782746315 4.4609389677643767 10.559291668236254 1.9608106836676622 3.6910374164581299 3.1803281605243674 1.5809619426727284 3.436536256223917 5.5656251199543467 8.3976272866129857 5.9137296080589321 2.8210701718926474 4.9211926683783522 5.3472899012267581 3.4772807434201232 7.438188459724187 6.8847934305667868 3.3034196719527236 2.955000787973403 5.6223175972700137 3.5249566659331331 12.388276427984236 5.4369881749153226 1.4311905652284611 3.189820997416974 2.9608875513076782 11.644923709332939 2.2795012667775145 2.4068722054362297
leaf_count=30 217 1735 67 83 11 21 23 9 32 69 105 32 17 41 30 21 104 48 18 14 28 34 88 38 6 18 18 117 17 30
internal_value=0 -0.0021927 0.00129376 0.000457686 -8.53595e-05 0.000714091 0.00129006 -0.0028783 -0.00297711 -0.000679475 -0.000293465 0.000158569 -0.000422878 0.000535917 0.00138113 0.000253779 -0.00123467 0.00185009 0.00315883 0.0012137 0.000265876 0.00149462 0.00166706 0.000302717 -0.00329509 -0.00194159 0.000278433 -0.00240081 0.00356441 -0.00300988
internal_weight=0 157.624 96.0965 66.3522 55.7929 38.9974 34.5364 108.476 106.895 49.1473 43.5817 37.364 31.4503 23.0527 18.1315 12.7842 16.497 31.3561 29.7442 24.4713 9.05885 9.30691 21.5163 9.12803 90.3983 16.7956 6.48584 14.8347 26.4408 6.21768
internal_count=3121 2341 780 528 445 299 232 1914 1905 427 358 298 266 161 120 90 164 209 252 161 60 69 147 59 1741 146 52 135 234 60
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=1 123 47 3 52 3 13 47 50 447 1374 1 16 52 52 16 1 11 13 2 48 15 15 4 43 1 48 16 42 12
split_gain=60.7041 18.6968 10.0343 9.76627 8.18219 7.24083 7.29308 6.66808 6.64493 5.06137 4.34294 4.15813 5.49683 3.45548 5.12594 3.75622 3.1438 3.09799 2.74778 4.40091 2.69831 2.67115 2.05824 1.88004 1.79961 1.67408 2.19642 1.50893 1.42504 1.10145
threshold=0.10439500000000002 1.0000000180025095e-35 0.085770000000000027 -0.116045 -0.28430999999999995 -1.0000000180025095e-35 -0.15416999999999995 0.097480000000000011 0.11843500000000001 0.085205000000000017 0.089935000000000015 0.12337000000000002 -0.061854999999999993 0.11434500000000002 -0.11183499999999999 -0.014034999999999997 0.09253500000000002 1.0000000180025095e-35 0.073000000000000023 0.10467500000000002 0.12879500000000002 -0.15026499999999995 -0.015744999999999999 -0.036839999999999991 -0.041739999999999992 0.086105000000000015 0.087380000000000013 0.25792000000000009 -0.092459999999999987 -0.16511999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -5 9 10 17 20 21 -13 14 -7 25 -3 18 -1 -20 23 -4 -19 -6 27 -16 -27 -23 -25 -8
right_child=2 16 11 5 8 13 29 -9 -10 -11 -12 12 -14 -15 15 -17 -18 22 19 -21 -22 24 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.0015553640866138618 -0.0029486126207499421 -0.0003638357618316677 0.00080455207399944485 0.019720089910696535 0.0011036525481080766 -0.0035661564564087311 0.0030554559333670294 0.0037451345614720908 -0.0022557107193611472 0.0033868208031734045 -0.0014456290971808978 0.0030459514431948249 -0.0014635204522130286 -0.0037430467349003293 -0.0025407166744643456 0.0020162876141051073 0.0027467368708372145 -6.7111729068444344e-05 -0.0040004058582317811 0.0013693054669575277 0.00032699900564672193 0.00014797441740657506 -0.0033937146888270179 0.001065828831542389 -0.0039487770164278475 0.0017458948149036888 -0.0015063039266393977 -0.0032418606880645576 0.0032584017475060108 -0.0030334836331264814
leaf_weight=4.1568461880087941 2.9319997057318679 4.7314098142087451 3.1843377873301497 0.13026398420333762 4.8334071934223166 4.6008535362780156 0.27471533417701621 3.003244023770093 2.8575294241309157 2.1235898584127417 2.4562516286969176 5.6210072934627533 4.4768367819488031 4.0972276702523223 4.0364236980676704 5.8742168247699693 8.1646248847246152 2.1672771945595803 3.2652985937893391 2.4727321416139603 4.0999309420585623 2.9989051632583132 8.2114317007362754 2.9399163499474517 4.0029782801866558 3.3111266642808914 4.538952000439167 2.0301847606897354 38.799472406506538 91.195461262017488
leaf_count=23 46 34 17 1 38 57 2 16 21 16 16 40 38 38 33 38 62 19 35 12 22 21 109 21 32 24 26 36 337 1891
internal_value=0 -0.00189646 0.00133908 -0.00221126 0.00199582 -0.00257873 -0.00298286 -0.000503303 0.00225476 -0.00107298 0.00249736 -0.000394965 0.0010467 -0.00117961 -0.000709915 2.99841e-05 0.0016055 -0.00154013 -0.00032453 -0.0016864 0.00268848 -0.00158661 -0.00269905 0.00289637 -0.00242964 -0.000951632 -0.000134542 -0.00122046 0.00310397 -0.0030152
internal_weight=0 156.356 81.2328 143.46 58.9185 118.059 91.6004 25.4004 55.9865 22.3972 53.129 22.3143 10.0978 26.4588 22.3616 17.7607 12.896 20.2736 9.89488 5.73803 50.6727 12.2164 10.3787 46.5728 9.03207 11.8865 7.85008 5.02909 41.7394 91.4702
internal_count=3121 2436 685 2340 501 2110 1894 230 455 214 434 184 78 216 178 121 96 198 70 47 418 106 128 396 89 83 50 57 358 1893
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 12 4 13 12 39 3 4 1429 4 48 13 16 484 160 12 151 0 4 52 47 48 1 4 11 456 0 16 43 3
split_gain=72.7216 17.4646 12.7202 11.6806 9.98592 8.4247 7.0644 6.04153 5.711 4.50149 5.63997 4.35974 4.32756 3.20713 3.05081 2.96304 2.64635 3.35286 5.01828 2.62529 2.43673 4.80612 2.18065 2.86198 2.15037 1.86085 1.76913 1.68087 1.45696 1.40195
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 -1.0000000180025095e-35 0.083370000000000014 0.14059500000000003 0.083060000000000009 -0.15764999999999998 0.084990000000000024 0.0067750000000000006 0.11951500000000001 -0.50061499999999992 -0.54928499999999991 -0.0068949999999999992 -1.0000000180025095e-35 -0.029094999999999999 -0.086824999999999986 -0.0058249999999999994 -0.46376499999999993 0.11989500000000002 0.086785000000000015 0.10396500000000002 1.0000000180025095e-35 0.0061450000000000003 0.087830000000000005 0.090170000000000014 0.11070500000000001 -0.095094999999999985 -0.51144999999999985 -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=4 3 5 20 8 -3 15 26 13 -8 14 -9 -13 -1 -11 -5 -15 22 -19 24 25 -22 -18 27 -4 -2 -6 -24 -14 -28
right_child=1 2 19 6 7 -7 9 11 -10 10 -12 12 28 16 -16 -17 17 18 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0032906604375746401 0.0033384489205331015 -0.0026333027480245274 0.0028833631365060924 0.00032888513719236501 0.0010617140921233064 0.0037048368692532644 -0.0028013165781545159 0.0027982644934416417 0.0024047448434905147 -0.0012758390054553952 -0.0025758920734747408 0.003199876030265671 -0.00028312896448407014 0.0021108315798723525 0.0021815190641684577 0.0036426269351648713 -0.0029239699049427434 -0.0022770276503645062 0.0023717458142356405 -0.00095646061674525742 -0.00079871582979327898 0.0035340629203464684 7.5127143409228449e-05 0.0010824125402079977 0.0004650352982216173 0.00085002009138099635 -0.0027624985400107917 -0.0028882926805373519 -0.002980945559515058 0.00019227304723767712
leaf_weight=5.3039462231099597 32.468392699956894 19.195821799337867 7.8771661818027514 3.4569312185049057 4.0967203266918641 1.9308908730745304 5.1923166550695923 1.1522374674677838 4.0604667067527762 2.8208068758249292 4.1838174983859053 0.97411151602864166 1.7072020731866349 2.3290868252515819 8.7839982733130419 6.5053169727325457 7.8889408446848455 3.2888097874820232 4.7456954866647703 3.2856026440858832 4.1708021834492666 4.4023409262299538 2.3068680614233017 3.852600984275341 5.0466993972659111 2.7249759063124648 3.0343631431460381 5.2345294617116433 87.847839906811714 2.4104915261268616
leaf_count=64 273 263 46 22 32 12 49 6 29 18 26 6 21 16 57 44 100 26 24 22 23 32 17 28 31 19 28 54 1717 16
internal_value=0 0.00104006 -0.000575252 0.00184731 -0.0020853 -0.00205402 0.000487169 -0.00256445 -0.00084203 -0.000465128 0.000303161 -0.00279241 -0.00286356 -0.00121923 0.00134113 0.00249275 -0.000848642 -0.00110097 0.000468837 0.00135212 0.00280893 0.00142618 -0.00175505 -0.000945712 0.00193902 0.00314577 -0.00037409 -0.0019818 -0.00292952 -0.00145439
internal_weight=0 112.046 37.3362 74.7097 140.234 21.1267 30.9432 101.223 39.0109 20.9809 15.7886 91.6814 90.5292 34.9505 11.6048 9.96225 29.6465 27.3174 8.03451 16.2095 43.7665 8.57314 19.2829 11.394 12.9239 35.1934 9.54157 7.5414 89.555 5.44485
internal_count=3121 937 374 563 2184 275 216 1826 358 150 101 1750 1744 329 75 66 265 249 50 99 347 55 199 99 77 292 76 71 1738 44
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 3 151 50 133 47 12 39 457 1 13 457 1 48 51 42 484 12 132 49 13 3 133 484 2 4 15 4 11
split_gain=62.9416 24.6993 18.0283 16.404 11.2972 9.58064 7.35853 6.05295 4.67127 3.08172 3.74582 2.50753 2.09087 1.93031 2.20946 1.78094 1.28277 1.06568 1.93526 7.17883 1.94304 1.93344 1.53633 1.69113 1.71304 2.17283 1.15539 1.15035 1.06624 2.30481
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 -0.27559499999999998 0.11875500000000001 -1.0000000180025095e-35 0.12282000000000001 -0.095379999999999979 0.14059500000000003 0.080930000000000016 0.086105000000000015 0.0015850000000000003 0.31508000000000008 0.11230000000000001 -0.064549999999999982 0.080335000000000018 0.093175000000000022 -0.0095549999999999993 0.084100000000000022 0.081465000000000024 0.10247500000000002 0.10820000000000002 0.088060000000000013 -0.0061299999999999992 0.079595000000000013 0.089885000000000007 -0.0057249999999999992 1.0000000180025095e-35 -0.15764999999999998 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=1 2 8 -2 6 -3 13 -7 9 17 -11 16 -12 14 -5 -4 -9 -1 19 20 21 22 23 -19 25 26 -25 -24 29 -20
right_child=3 5 15 4 -6 7 -8 11 -10 10 12 -13 -14 -15 -16 -17 -18 18 28 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027610082159780823 -0.0037680316129786286 -0.0027533391340584593 2.9999841407645298e-05 0.002494781171716942 -0.0027999101333989239 -0.0018767788201902694 -0.002357884646684833 0.0025236687701248772 0.00038182423662158697 -0.002357516878638148 0.0002379582638314273 -0.00016893576073625458 -0.0019531540449228089 0.0023591622128299274 0.00025329823561683881 0.00246796099624299 0.00042638828939891898 -0.0028037902132547502 -0.0010827751059438915 0.00053070679159625831 -0.001245649728092303 -0.003962876465595443 -0.0025084860659711395 -0.00077347159333270195 -0.0027572389901826316 0.00023892249854332601 -0.0023954152953029207 -0.0039209544686103822 -0.0025797314766078652 -0.0026818500033156233
leaf_weight=59.385300166904926 3.466891646385192 4.2917821183800724 2.5120196118950835 3.5008067414164543 3.0162511616945258 2.9609011858701715 2.0529903024435034 8.1315114498138374 2.8857299834489814 14.891552031040193 5.7998250648379308 2.9260605424642572 3.342723548412323 19.440167911350727 5.5135852918028885 3.4802912324666977 1.7204311713576306 9.208737447857855 7.4953445792198208 4.7364825755357733 7.1672021746635428 3.9247350469231597 8.6300637722015363 3.4284532368183109 4.8123120591044417 3.6036569327116004 5.6836656704545101 4.161254107952117 190.60881539434195 10.589194752275942
leaf_count=431 15 25 23 36 14 20 11 88 19 98 37 18 18 222 42 39 17 65 39 34 44 19 51 27 34 21 31 21 1484 78
internal_value=0 -0.00221513 -0.00234915 0.000801378 0.00127393 0.000169081 0.0016767 0.000965985 -0.00241406 -0.00243728 -0.00167495 0.00162471 -0.000563162 0.0019678 0.00112379 0.00144595 0.00215742 -0.00249392 -0.00243386 -0.00206706 -0.00231013 -0.00248571 -0.00233904 -0.00203815 -0.0016359 -0.00121153 -0.00178516 -0.00296799 -0.00253115 -0.0020191
internal_weight=0 376.378 356.347 36.9907 33.5238 20.0307 30.5076 15.7389 350.355 347.469 24.0341 12.778 9.14255 28.4546 9.01439 5.99231 9.85194 323.435 264.05 55.3566 50.6201 43.4529 39.5281 26.7368 17.5281 12.7158 9.11212 12.7913 208.693 18.0845
internal_count=3121 2781 2613 340 325 168 311 143 2551 2532 153 123 55 300 78 62 105 2379 1948 347 313 269 250 178 113 79 58 72 1601 117
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=1 123 12 3 3 39 16 48 50 3 47 457 2 48 1 38 11 13 160 2 16 2 51 2 52 0 0 2 456 15
split_gain=57.8114 16.599 10.8482 8.18837 7.74726 6.95492 6.31407 7.45538 8.28053 6.15772 5.7814 5.36659 5.01164 4.4103 3.28595 3.12934 2.3169 2.91652 2.2764 2.14992 2.05247 1.89046 1.82213 1.89364 1.80567 1.72059 2.08546 1.48211 1.31599 1.25473
threshold=0.104035 1.0000000180025095e-35 -0.064509999999999984 0.16158000000000003 -0.116045 0.15619500000000003 0.062650000000000025 0.12737000000000001 0.11534500000000002 0.090900000000000009 0.097480000000000011 0.082380000000000009 0.11548000000000001 -1.0000000180025095e-35 0.09253500000000002 0.10657000000000001 1.0000000180025095e-35 0.073000000000000023 -0.078059999999999977 0.10444500000000002 0.63636000000000015 0.10045500000000002 0.0038750000000000004 0.10222000000000002 -0.0064899999999999992 -0.14116499999999996 -0.15350499999999997 -1.0000000180025095e-35 0.084890000000000007 -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 15 5 10 6 7 8 12 25 13 22 18 -1 -3 28 17 -15 -4 -19 -8 -20 23 24 -11 26 -6 -27 -2 -18
right_child=2 14 3 -5 9 -7 20 -9 -10 11 -12 -13 -14 16 -16 -17 29 19 21 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0019554603257428112 0.0030672898895025701 -0.00058638314776313159 -0.0016185683962461556 0.002613686497463609 -0.0023691011378720061 0.0036077086562161472 -0.0026673047330173362 -0.0026194609340053276 -0.0033793478828437308 -0.0017213475715318551 0.0027571838927537393 0.0014200954346589671 0.0030118192339041606 0.00096869444875953244 0.0022400600837964415 -0.00014821357575524427 -0.00071453164570141434 -0.0035181190042455467 -2.6693009173725524e-05 -0.00012983842460429035 0.00047243227195573019 0.0021185980262062786 -0.0033077302728100502 -0.0027560058180921901 0.0014672896920383369 -0.00083675894864525355 0.00062774065403477773 -0.0027698295553756362 0.00075226477877458377 -0.0030242437383256587
leaf_weight=2.7865621037781301 18.440035879611976 4.9803244546055776 3.2347927913069752 9.1815731078386289 5.1919421628117561 3.3007598966360083 9.7120497860014421 5.8142865225672713 3.1190281286835662 2.5787288099527359 2.9973702877759925 5.1304538398981085 8.1809305697679502 4.2250496745109576 7.5501840263605118 2.9173353835940352 2.1602728180587354 3.0727150700986385 6.7081524580717105 2.4601024985313416 1.8006160855293263 5.4166854992508888 4.2065873369574538 3.2226542793214321 2.6040682829916495 2.9794498160481444 2.5145976468920699 100.51621645689011 1.9842291697859753 8.3425388894975097
leaf_count=22 194 34 21 83 44 23 108 37 28 25 16 30 66 23 61 17 18 32 39 12 21 38 34 23 15 32 24 1879 16 106
internal_value=0 -0.00187357 0.000919713 0.000279473 -0.00211532 -0.000173752 -0.000457513 0.000151811 0.000756208 -0.00238673 -0.000771636 -0.000909012 0.00130415 -0.00123057 0.00111667 0.00246861 -0.00166876 -0.000721142 0.000394605 -0.00201156 -0.00217624 0.000931701 -0.00185647 -0.00113017 -0.000119234 -0.0026225 -0.00139125 -0.00271418 0.00284238 -0.00254917
internal_weight=0 167.52 79.8105 56.4689 154.989 47.2873 43.9865 32.4739 26.6596 128.945 26.0446 17.7425 23.5406 23.0472 12.5305 23.3416 20.2607 9.75787 15.3596 5.53282 11.5127 12.1248 12.612 8.40545 5.1828 111.202 7.70654 103.496 20.4243 10.5028
internal_count=3121 2430 691 464 2335 381 358 229 192 2106 229 127 164 213 95 227 191 67 98 44 129 77 97 63 40 1979 68 1911 210 124
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 12 12 3 130 4 0 4 48 484 2 15 38 147 2 376 132 0 15 4 2 3 4 3 13 16 48 2 456 49
split_gain=51.0153 12.7733 11.4119 8.25763 6.73237 4.83656 5.08608 4.78744 6.85033 4.85989 4.82937 4.406 3.76839 3.68982 3.54219 3.44419 5.30143 3.74988 3.99661 2.85729 2.5414 2.39688 2.27516 2.18027 1.9734 1.49834 1.43141 1.4314 1.41321 1.26217
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 -0.012214999999999998 0.40124500000000002 -0.060129999999999996 -0.013125 0.12649500000000002 -1.0000000180025095e-35 0.10045500000000002 0.083195000000000005 0.10657000000000001 0.087350000000000025 0.10327000000000001 0.049360000000000008 0.081465000000000024 -0.13027499999999997 -0.095869999999999983 0.0045450000000000013 0.094835000000000017 0.149315 -0.49013999999999996 0.11296500000000002 -0.10664 0.054560000000000004 0.086125000000000021 0.12198500000000001 0.08777500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 27 6 21 25 9 -9 29 13 28 15 22 16 17 18 26 -20 -17 -4 -8 -12 -19 -6 -1 -3 -2 -11
right_child=1 3 5 -5 7 -7 14 8 -10 10 23 -13 -14 -15 -16 20 -18 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082527817359084063 0.0031921522954119009 0.00082708848251403938 -0.0029363936243689479 0.0026629534043648073 -0.0010704954453653287 0.0028876329892473132 -0.0017969666412214296 -0.0025071898865842404 -0.0032866551037054187 -0.002062218971017481 0.0028054982529387598 -0.0032683623865814903 -0.0003832027193218784 0.0028642296169629931 -0.0026214843200176594 -0.00042627335440712037 0.0024976708309030868 -6.1030322791543999e-05 -0.00041893087211804708 0.0030415426543662638 0.0032502453257349188 0.00076273636078759747 0.0011960691782115381 0.000421185451050016 -0.0027609657042776794 -0.0031862878371253472 -0.0038225185198909684 0.0035679281721188818 0.00059164915848917694 4.7098363275392036e-05
leaf_weight=2.6451928764581671 19.184608004987247 2.6832741200923911 82.78345113620162 8.5668914839625341 4.5003627091646177 1.3168545141816128 3.2620624899864197 4.1514468416571644 4.9506938457489005 3.2860880717635155 8.6853756681084615 5.3102772571146479 3.1220484375953665 2.4508118107914916 7.0241513177752486 3.3827678933739653 3.0189022943377486 2.5846897177398231 5.0004321970045549 3.1371811032295227 2.7570954561233521 1.4398013800382603 5.530935622751711 4.8169245421886435 14.219502482563259 6.7752053886651993 2.5077759549021721 3.6112744584679604 1.8512561842799176 7.5757821612060088
leaf_count=25 219 19 1735 83 36 9 32 40 32 19 69 69 18 18 104 24 21 19 36 17 19 6 28 35 163 106 16 31 15 58
internal_value=0 0.000787323 -0.00198731 8.06674e-05 -0.000352791 -0.00252418 -0.00259542 -0.000740006 -0.000200318 0.000335512 0.000819884 -0.000829871 0.00253081 -0.000519374 -0.00111652 -0.00073063 -0.00109318 -0.00145339 -0.000325193 0.000915137 0.00122466 -0.00287316 8.57005e-05 0.0019549 -0.00234568 -0.00234182 -0.00228393 0.00239955 0.0029633 -0.000591042
internal_weight=0 83.7612 148.372 59.6033 51.0364 101.357 100.04 44.7419 33.4663 28.5156 24.3642 47.0146 24.1579 41.7044 15.8171 39.2535 33.1137 30.0948 13.2906 8.13761 6.13986 84.2233 8.793 13.5023 16.8042 11.2756 5.15297 6.29455 21.0359 10.8619
internal_count=3121 780 2341 528 445 1914 1905 395 253 221 181 427 252 358 164 340 297 276 94 53 43 1741 60 104 182 142 41 50 234 77
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 1 3 15 1 48 51 14 474 376 3 3 123 16 0 4 49 157 47 148 52 47 1 12 42 4
split_gain=79.0585 17.2658 16.1607 14.5544 8.6587 6.86863 5.30677 4.5686 5.23394 5.15441 4.53676 4.85481 5.13417 4.76163 4.47798 4.42088 4.32231 4.48685 4.0717 3.88005 3.74427 3.13213 2.71162 2.34659 2.17178 1.27485 1.22444 0.886712 0.812945 0.791116
threshold=0.099195000000000019 -0.38533999999999996 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.13707500000000003 0.10732000000000001 0.085935000000000025 0.12873500000000002 0.12879500000000002 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 -0.097604999999999983 -0.10023499999999998 0.08128500000000001 -0.53943499999999989 -0.14649999999999996 0.0052350000000000009 -0.048674999999999989 -0.08107499999999998 0.085270000000000026 -0.080634999999999984 0.13796000000000003 0.13082500000000002 0.09253500000000002 0.12477500000000001 -0.047899999999999991 -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=2 25 10 4 7 16 14 9 -9 23 -1 12 13 15 20 -12 17 -5 19 -17 -4 -22 -23 -3 27 -2 -20 29 -19 -25
right_child=1 3 6 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 18 -18 28 26 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.003093227297145579 -0.0030454606713554602 0.00027626637089367677 0.00077213069299341232 0.0011148775492240913 -0.0021938951442313317 0.0028036602174569911 0.00054473522580585109 -0.0019346999098558918 0.0026862443329848441 -0.0016035607327689327 0.0012184617739897327 -0.0035660005560641289 0.0027398733045548795 0.0020865889237631735 -0.0029166081304492731 -0.0016423501406545883 0.001608092165359702 -0.0012536523889482871 -0.0031902360452505628 0.002193050790434894 0.00076103727543558103 -0.0028411670956411802 0.00091062698636298206 0.00173156303373731 0.0010143595336300402 -0.00036309306771839121 -0.0011792695181249257 0.0014000461924784473 -0.0029555529511761562 0.0031794976270480058
leaf_weight=4.9566022381186476 7.6893242299556714 2.9658469259738913 4.2781274095177677 3.2050201371312168 3.5644276291131964 4.0045003443956366 4.1571842581033698 4.04967176914215 3.573393315076828 2.2562084048986426 6.0165763795375851 3.1676608622074118 4.6968610882759085 5.0497397929429999 99.256126645952463 4.8888701796531713 3.4701630771160117 2.7993379198014763 7.9700047820806503 3.5089593902230263 2.6106034442782464 16.414279866963625 1.6411188915371884 3.1346918866038243 4.7091606706380835 1.6703126356005666 3.3224669918417931 2.5635680481791487 9.7256361134350282 43.160828895866878
leaf_count=63 112 19 31 18 26 27 18 28 21 10 28 26 26 32 1705 31 23 20 81 19 20 190 14 23 28 12 21 18 77 354
internal_value=0 0.00103637 -0.00205105 0.00139829 0.00203163 -0.000511674 -0.00254818 0.00225842 0.000231417 0.00252125 -0.000586755 -0.000265077 2.98507e-05 -0.000383998 -0.00265171 -0.000869309 -0.00120314 -0.00182332 -0.00150725 -3.97615e-05 -0.00159762 -0.00208819 -0.00250015 0.00268586 0.00281927 -0.00256677 -0.00259857 0.00299324 -0.00257518 0.00308146
internal_weight=0 102.542 171.935 93.1825 69.9778 23.2047 128.357 66.4134 7.62307 58.7903 43.5777 38.6211 35.4535 30.7566 124.2 25.7069 19.2002 15.73 19.6903 8.39783 24.9441 20.666 18.0554 56.5341 53.5682 9.35964 11.2925 48.8591 12.525 46.2955
internal_count=3121 816 2305 692 527 165 1978 501 49 452 327 264 238 212 1960 180 138 115 152 50 255 224 204 442 423 124 102 395 97 377
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 150 39 3 457 3 3 123 38 49 14 0 157 0 2 376 2 47 48 49 11 2 457 42 0 2
split_gain=74.7736 17.6728 14.5895 11.2181 10.9773 5.75203 5.37619 5.0481 4.76046 4.50891 4.344 4.32786 3.86391 3.71018 3.49374 2.63932 2.61403 2.52212 2.84565 2.34921 2.03099 2.00814 1.90876 1.5122 1.21947 1.04412 1.0169 0.839378 0.916506 0.720559
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 -1.0000000180025095e-35 0.15438500000000002 0.10732000000000001 0.080930000000000016 -0.097604999999999983 -0.15121499999999996 1.0000000180025095e-35 0.10657000000000001 -0.048674999999999989 -0.46885499999999997 -0.10607499999999999 -0.08107499999999998 -0.23001499999999997 0.089775000000000008 0.049360000000000008 0.085785000000000014 0.085270000000000026 0.091085000000000013 0.13984500000000002 0.090920000000000015 0.10584500000000001 -0.033289999999999993 0.088380000000000014 -0.055064999999999996 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=2 12 10 4 6 -6 8 9 15 13 -1 17 26 -4 -7 22 -15 18 -12 -13 -19 -18 -3 27 25 -16 -2 -17 -29 -5
right_child=1 3 7 29 5 14 -8 -9 -10 -11 11 19 -14 16 24 23 21 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014307850772865241 0.0011943880993805923 0.00037847844663366236 0.00065497423795306037 0.0015888848761631716 -0.0018185374793812359 -0.0010818816062498212 0.0025414079050288725 0.00042613553209103113 0.001077571316108264 -0.002695660663233694 -0.0017221586984813237 -0.00097101416867608262 -9.3860572312532488e-05 0.00041612787912026093 0.0011232412916933618 -0.0029345000257299724 -0.0025822866717121196 -0.00094034332604142992 0.0011141396053228787 0.001524245957543227 -0.0027267101181202365 0.00024762689729070076 -0.0021445008352771939 -9.9522552151129872e-05 0.00074614381104769179 0.0028282029891342005 0.0029974630969799784 -0.002460737827377137 -0.00056520379165474145 0.0030709308860459011
leaf_weight=5.9045795053243628 2.2621663808822694 5.2945654727518541 4.4679548256099251 3.0790075957775098 3.7223211750388172 2.6499084308743504 2.4535595998167983 4.1984137445688239 4.4461466223001471 97.559191972017288 5.0394490510225278 4.3026978522539121 3.3240072801709166 2.7268244549632135 3.0744414255023029 11.392650756984958 16.081215512007475 6.8064814954996171 4.3864007294178009 5.9750379472970963 11.101713877171276 1.8540976420044888 3.1832719445228577 1.9291299432516087 3.5316465198993674 10.562268815934656 24.888485245406628 5.0863418765366077 2.5333740264177314 7.4068271964788437
leaf_count=30 16 31 31 23 22 17 15 18 27 1705 37 30 18 20 20 124 190 58 24 35 113 14 22 13 22 79 224 55 28 60
internal_value=0 0.000888583 -0.00190893 0.000179042 -0.000251309 0.00111827 -0.00113901 -0.00235014 -0.00140566 -0.00244514 -0.000622424 -0.000944752 0.00252643 -0.00147258 0.00166986 -0.00178095 -0.00193264 -0.00148032 -0.000402263 0.000479624 -0.00204775 -0.00228974 -0.000568854 -0.00227165 0.00209459 0.00244381 0.00284723 -0.00249205 -0.00183052 0.00263575
internal_weight=0 100.82 170.404 70.3455 59.8596 23.5406 36.319 126.888 33.8655 122.689 43.5164 37.6118 30.4747 25.1301 19.8183 29.4193 20.6621 27.334 9.42585 10.2777 17.9082 17.9353 8.47784 20.9415 17.1684 13.6367 27.1507 19.0124 7.61972 10.4858
internal_count=3121 816 2305 558 475 160 315 1978 300 1960 327 297 258 255 138 273 224 232 61 65 171 204 53 220 121 99 240 207 83 83
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 47 50 4 3 51 14 474 376 38 3 42 48 160 3 0 48 49 157 47 43 16 12 456 148
split_gain=51.2969 12.1544 12.0178 7.8397 6.36527 6.44989 6.50408 6.90957 4.67727 4.59543 3.91266 4.11302 3.65044 3.78457 3.52169 3.29359 3.08032 3.00374 3.4175 2.90987 3.0271 2.30254 2.21618 2.36012 2.10714 1.9796 1.85118 1.61729 1.35975 1.21601
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.092530000000000015 0.10965000000000001 0.40124500000000002 0.10732000000000001 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 0.10657000000000001 -0.097604999999999983 -1.0000000180025095e-35 0.091085000000000013 -0.079279999999999975 -0.10023499999999998 -0.10011499999999998 0.086260000000000017 -0.080859999999999987 -0.08107499999999998 0.085270000000000026 -0.073959999999999984 0.63636000000000015 0.11201500000000002 0.088200000000000014 -0.07546499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 6 7 17 9 15 -1 12 13 16 28 22 -12 18 -3 -18 21 -21 -4 -24 -25 -8 -7 29 -2 -20
right_child=1 3 8 -5 -6 26 25 -9 -10 -11 11 -13 -14 -15 -16 -17 19 -19 27 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032695262132575076 0.0033532043603806856 -0.00051176077262101881 0.00061002337460676012 0.0028007140589024529 0.003895421080546265 -0.0028913089115238685 0.00022814765044067904 -0.0033808143940634566 0.0030000230930317482 0.00041753101432733951 -0.0034182738892619851 -0.0037728062390713869 0.0025608130221500352 0.0019138803814355526 -0.00024476381250220983 -0.0030710626235508805 0.0014657700508805573 -0.0011338270025995124 0.0012087588384489375 0.0014595783330222586 -0.0029316874041170156 -0.0014099743336552254 0.00046639791757635497 -0.0029444989358377738 0.00056943817393655929 -0.0027558980293040298 0.00029219647202195802 0.00055939472521867174 0.00066518519772783182 0.0035399635796012612
leaf_weight=4.6302659548819056 19.14894591271878 4.0443800315260949 3.0426758043468025 8.5928066223859769 3.058517023921012 10.564127694815395 2.731686245650053 2.9730380028486243 1.3236229047179211 4.1749159693717948 3.7290698140859666 2.8944454714655867 4.1644559279084197 5.1001436337828627 3.2103047072887412 77.930608220398426 5.2110063880682054 3.3687435686588278 2.5208002999425014 4.4375457093119639 5.3679216243326584 5.7197267115116119 2.662847947329289 14.382812250405548 1.7058641016483296 7.2845822460949403 1.9306068420410145 2.8577871471643439 1.8436460867524136 9.6708208620548177
leaf_count=69 220 29 22 83 23 136 17 24 9 18 45 27 26 36 18 1712 25 17 20 32 50 37 22 196 15 59 24 19 14 77
internal_value=0 0.000884695 -0.00204784 0.000159187 -0.000285829 -0.000552552 9.83607e-05 0.000901863 -0.00258399 -0.00265513 -0.00068034 -0.000352999 -5.95371e-05 -0.000428628 0.00267121 -0.00278377 -0.000916958 0.0014687 0.00192787 -0.000467137 -0.00111591 -0.000156314 -0.00175646 -0.00214046 -0.00257192 -0.00194207 -0.00239941 0.00258349 0.00311713 0.00305795
internal_weight=0 83.8008 146.478 59.5979 51.0051 47.9466 35.4518 25.4356 105.223 103.9 41.2546 36.6243 33.7299 29.5654 24.2029 99.7248 24.4653 22.4625 19.0938 20.7362 15.5252 10.1573 21.7942 18.7515 16.0887 10.0163 12.4947 15.0494 20.9926 12.1916
internal_count=3121 780 2341 528 445 422 262 186 1994 1985 347 278 251 225 252 1967 189 162 145 144 119 69 255 233 211 76 160 116 234 97
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=1 12 13 4 0 0 39 47 4 42 4 1429 150 150 16 43 52 3 52 1 47 48 52 3 1 457 15 15 0 41
split_gain=45.222 12.6058 9.47606 9.18942 8.37973 7.65649 5.58271 5.45945 7.26907 5.25078 5.77129 4.64224 5.18841 4.16608 4.11731 3.61005 2.96084 2.89629 3.37146 2.58069 2.32271 4.883 2.66692 2.29551 2.23909 1.97603 1.31381 2.83603 1.25052 1.12899
threshold=0.094465000000000007 0.051320000000000005 -0.0025349999999999995 0.23246000000000003 -0.060129999999999996 -0.10607499999999999 0.14059500000000003 0.093140000000000014 -0.14723499999999998 0.092620000000000022 -0.49405499999999997 0.084990000000000024 0.083095000000000016 0.088985000000000009 0.26435500000000006 0.084740000000000024 0.10160000000000001 0.0051600000000000005 -0.07167999999999998 0.12337000000000002 0.086785000000000015 0.10396500000000002 0.14295500000000003 0.013900000000000001 0.13707500000000003 0.091015000000000013 -0.0058549999999999991 0.083195000000000005 0.024095000000000002 0.08178500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 6 5 11 -3 8 -4 10 16 12 26 -14 15 28 -6 -10 -19 -9 22 -22 -2 -7 29 -20 -1 -28 -12 -5
right_child=1 3 7 24 9 23 -8 19 17 -11 14 -13 13 -15 -16 -17 -18 18 25 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027187660119110794 0.0027284116945121223 -0.0022822187096408091 -0.0030186350607963618 0.00082342031710009743 -0.0029170215440148251 -0.0025871339373455151 0.0029515336223075984 -0.0028351477033106941 0.0027675903016736638 -0.0027683543128689081 0.0016380976489190518 0.0028774352922030719 0.0030508412511242966 -0.00095033468928895713 -0.0016859064751211055 -0.0002189382274193005 0.0010305857759562605 -0.0015165972422135035 0.00035431690335627517 0.00012619481368597024 -0.0012413816737525613 0.0029662302472955597 -0.00047701153305334859 0.0010990383053313905 0.0029015607736895318 0.0028660230188084883 0.00073364973413781787 -0.0024373586161417888 0.0037626943232648745 -0.00092448756638558111
leaf_weight=8.2254657037556189 23.387937225401405 17.153980854898695 2.6888522394001546 8.2057386338710767 4.7537175044417426 72.232371732592583 1.3935613408684719 4.644707962870597 6.416277930140498 5.1798639744520178 3.3199443072080594 1.8856942281126965 2.6675657629966727 4.2957580573856831 2.9235837571322927 4.0607984587550163 1.6079375296831129 3.2343052178621354 4.2377568557858387 3.1051204428076744 3.4865916147828093 3.4902836531400681 1.7653360217809666 1.0843897014856327 2.6215954869985572 3.7192359492182732 2.8198114000260857 4.8538016267120838 3.7094759047031403 3.2674120292067519
leaf_count=102 273 263 29 54 57 1676 12 32 58 77 21 11 16 34 39 21 12 22 29 24 22 32 13 6 25 29 26 65 21 20
internal_value=0 0.000532453 0.00121501 -0.000725843 -0.00179014 -0.00212437 -0.00188898 0.000146906 0.000832499 -0.000507574 6.71634e-05 -0.000914937 -0.00122773 0.000582468 0.000968906 0.00166876 -0.00191925 0.00142061 0.000648342 -0.00164863 0.00214735 0.000863538 0.00250344 -0.00253261 0.000804754 0.00152833 -0.00202055 -0.00127211 0.00275926 0.000325638
internal_weight=0 92.8187 60.1764 32.6423 123.62 98.0649 18.5475 28.0463 20.2964 25.5553 20.3755 24.7481 22.8624 6.96332 14.0138 11.0902 6.36166 17.6076 11.1913 7.74983 32.1301 6.97688 25.1533 73.3168 14.0947 7.95699 15.8991 7.67361 7.02942 11.4732
internal_count=3121 937 563 374 2184 1936 275 223 167 248 171 254 243 50 102 63 69 138 80 56 340 54 286 1682 99 58 193 91 42 74
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=1 12 13 4 0 0 39 3 42 4 14 1 0 2 3 12 4 47 52 124 3 2 3 1 43 40 52 448 1 12
split_gain=39.8086 11.127 8.49301 8.09633 7.84122 7.32894 4.90239 4.68139 4.62847 4.93803 4.20271 4.73516 5.34911 3.45646 6.36512 3.43887 2.77088 3.74905 2.69976 2.3617 2.35781 2.27431 2.12609 2.07035 1.81974 1.81915 1.76461 1.23568 0.970187 0.965176
threshold=0.094385000000000011 0.051320000000000005 -0.0025349999999999995 0.23246000000000003 -0.060129999999999996 -0.10607499999999999 0.14059500000000003 0.083060000000000009 0.092620000000000022 -0.49405499999999997 0.062655000000000016 1.0000000180025095e-35 -0.14920999999999998 0.10527500000000002 -0.116045 -0.029094999999999999 0.0067750000000000006 0.09585500000000001 0.10160000000000001 -0.087894999999999987 0.10299500000000002 0.11215000000000001 0.013900000000000001 0.13707500000000003 -0.083684999999999996 -0.092584999999999987 -0.0064899999999999992 -0.052389999999999999 0.13146500000000003 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=4 2 19 6 5 10 28 15 9 18 11 20 26 24 -15 -4 -9 21 -6 -2 -1 -18 -7 -5 -11 -21 -13 -27 29 -3
right_child=1 3 7 23 8 22 -8 16 -10 13 -12 12 -14 14 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0027007636950607465 0.00022112625680020494 -0.00073486635019533446 -0.00028338967166756103 0.00028738733424550888 -0.0028154415578826885 -0.0025105667918829395 0.0028412268497932233 -0.0022511139964143502 -0.0026303495428427462 0.0028857347579016295 -0.0027906596614918544 -0.001162453528796011 0.0034834976934947273 0.0034871146678720822 -0.0029467098292375506 0.0028999352604428168 0.0023233814257056984 -0.0018278516059122135 0.00089120262941113043 8.6293453090684744e-05 0.00085159273107082679 -0.00015934842037364206 0.00097561631992507862 0.0027982781349831548 0.00071170152047345765 0.00050084925896114716 0.0011616468127054348 0.0026455993003287018 -0.00014167977324694637 -0.0025819357760527078
leaf_weight=5.3039562851190629 3.7764034643769291 1.9727848842740154 3.4072272330522537 11.452349618077276 4.3563861399889037 65.669477220624685 1.280289165675639 4.4708531871438053 4.8182695992290965 4.3191333189606693 5.2984188981354228 5.5512485913932315 2.9900854341685763 1.3514980375766752 2.9868532009422788 5.1683875471353549 3.86717441678047 4.6229476332664481 1.6354270577430723 2.0669610537588659 1.4369063526391981 5.2824948206543922 1.075906567275523 2.4042949751019469 5.0582283437252 1.7522573098540402 3.0701756738126269 22.473222982138385 1.3255729600787152 12.944801915436981
leaf_count=88 35 25 28 74 57 1671 12 49 77 23 75 37 20 8 43 45 28 35 12 20 8 38 6 25 28 18 25 268 12 231
internal_value=0 0.000493881 0.00114255 -0.000682071 -0.00170274 -0.00203743 -0.00179317 0.000136139 -0.000469144 5.92468e-05 -0.000860767 -0.000303597 0.000648438 0.000873105 -0.000942423 0.00163515 -0.000568494 -2.22832e-05 -0.00180374 0.00204019 -0.00194353 0.000889995 -0.00245437 0.000723057 0.00171304 0.00230146 -0.000334818 0.00249047 -0.00215846 -0.00233767
internal_weight=0 88.268 56.8879 31.3801 114.922 90.3962 17.5234 26.8191 24.5258 19.7075 23.6508 18.3524 11.6115 13.7157 4.33835 8.57561 18.2435 13.7726 5.99181 30.0688 6.74086 9.14967 66.7454 13.8566 9.37736 26.2924 8.62142 24.2255 16.2432 14.9176
internal_count=3121 943 564 379 2178 1930 280 223 248 171 253 178 82 102 51 73 150 101 69 341 96 66 1677 99 51 306 62 286 268 256
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 130 13 3 159 51 38 14 457 42 124 42 15 0 3 11 13 0 48 0 4 12 4 151 11
split_gain=60.7915 15.0686 12.7849 9.63062 9.05078 5.22167 4.84488 4.3388 4.1021 3.87858 3.89512 3.82319 3.45869 3.36376 3.30882 4.53279 2.83249 2.72798 2.35431 4.21395 2.18265 2.07415 3.31999 1.96799 2.25035 1.8701 1.70773 2.25855 1.50779 1.40416
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.12230500000000001 -0.012214999999999998 -0.15078499999999997 -0.097604999999999983 -1.0000000180025095e-35 -0.096089999999999981 0.10657000000000001 -0.46885499999999997 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23091999999999999 -0.10023499999999998 0.080455000000000013 -0.023499999999999997 -0.060129999999999996 0.086260000000000017 -0.11991499999999998 -0.0086549999999999978 0.092465000000000006 0.076415000000000025 -0.082774999999999987 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=2 11 9 4 6 12 -3 29 16 -1 -11 -2 -6 25 17 -16 -9 -12 -17 -20 21 -18 -23 24 -21 -8 27 -27 -14 -4
right_child=1 3 7 -5 5 -7 13 8 -10 10 14 -13 28 -15 15 18 20 -19 19 23 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028383711143562438 0.0029467871698672099 0.0018334462585528817 0.0001619663807217003 0.0026960230918526861 -0.0013295206614170527 -0.002251474975144498 -0.0026402444900293013 -0.0029486901990454072 -0.0028566403352844952 -0.0030026820277814967 -0.002874767697895444 -0.00028640075573861174 0.00031362796329503139 0.00085453019027849765 0.0027862098937380723 0.0019675317480360621 -0.0016372594074173582 0.0005315305483814532 0.0013901689479645716 0.0012241251046558683 -0.0030450013756573567 -0.0014230779551156272 0.0025263373355037034 -0.0030287876085766221 -0.0020245053507811778 0.0014812927303562335 -0.0021081133241919081 -0.0017596234410857088 0.0024672063155492105 -0.0021636710239706196
leaf_weight=5.2748437635600558 23.901122413575653 3.5713643953204146 5.9911791533231717 9.4708622545003873 2.591325104236609 3.0479727908968917 12.777240078896286 6.6822079829871681 83.671868544071913 3.6516794897615901 4.7280926518142223 3.097708895802497 2.9801388606429198 3.8400526419281951 5.033154264092448 3.3324744105339077 4.6762880608439445 2.8109818883240214 5.4896154701709792 2.8153343573212659 2.577401813119649 2.8904117420315742 3.5636290386319143 4.1757289841771126 3.7000882625579763 3.1830562949180621 7.0790182650089264 3.2671981155872345 13.390728294849387 2.8835137933492661
leaf_count=48 240 24 33 83 17 18 156 112 1693 52 49 18 21 25 32 19 35 18 28 18 32 29 19 29 34 22 68 20 104 25
internal_value=0 0.000855548 -0.001956 0.000143182 -0.000290668 0.00107517 -0.00118225 -0.00243152 -0.00258826 -0.000646521 -0.000323001 0.00257583 0.00160989 -0.00153951 -1.80238e-05 0.000469305 -0.00148694 -0.00160471 -0.000128307 -0.000559951 -0.000774369 -0.000248568 0.00075761 -0.00156128 -0.000620762 -0.00188898 -0.00117947 -0.000160304 0.00207517 -0.000593666
internal_weight=0 92.1978 153.948 65.199 55.7281 22.0102 33.7179 112.937 104.062 41.012 35.7371 26.9988 18.9622 30.1466 32.0855 24.5464 20.3899 7.53907 19.5132 16.1808 13.7077 11.1303 6.45404 10.6912 6.51542 26.3065 13.5293 6.45025 16.3709 8.87469
internal_count=3121 816 2305 558 475 160 315 1978 1920 327 279 258 142 291 227 160 227 67 128 109 115 83 48 81 52 266 110 42 125 58
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=1 12 12 2 3 0 4 48 14 38 159 1429 2 403 40 132 16 52 43 14 457 1 2 4 457 15 457 51 0 16
split_gain=37.7239 10.3163 10.0944 6.4703 4.99976 4.78084 4.50714 5.91126 3.70245 3.43767 3.4341 3.36585 3.13718 2.94038 2.99198 2.87134 2.83221 2.77644 3.02024 2.61336 2.54272 2.61922 2.59659 1.70766 1.52272 3.66803 1.47864 1.46972 1.75524 1.45904
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.14838000000000004 0.31299000000000005 -0.060129999999999996 0.27044500000000005 0.12230500000000001 0.062655000000000016 0.10657000000000001 -0.029685 0.084990000000000024 0.10327000000000001 -1.0000000180025095e-35 -0.080519999999999994 0.081465000000000024 -0.51370499999999997 -0.092399999999999982 -1.0000000180025095e-35 -0.46885499999999997 0.080930000000000016 0.13021500000000003 0.11704500000000001 -0.49013999999999996 0.083995000000000014 -0.090344999999999995 -0.033289999999999993 0.087505000000000013 -0.13455999999999999 -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 9 8 4 6 16 20 19 10 26 -1 13 23 -12 -15 17 -4 -16 -19 -8 21 22 29 -7 -18 -26 -2 28 -20 -3
right_child=1 3 5 -5 -6 12 7 -9 -10 -11 11 -13 -14 14 15 -17 24 18 27 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029654661772010957 0.00031909045279785797 -0.00097979351027459196 0.0008668590289094008 0.0027504000251868253 0.0030383730455344916 -0.0015019123931452796 -0.0014061440902987683 -0.0035875269626737278 -0.0032328091545469691 -0.00039513490468307227 -0.0030802952233367768 0.0027267439434405473 -0.0023941166119830258 0.0021349753337673448 -0.0028546268761869011 0.0022864709791853778 -0.002829711496110924 -0.0025372441025743155 0.0021664304939260606 0.0016999601257131106 0.000944795712491332 0.00026083748379079013 0.00074510161489720831 0.001119316478238016 0.0032025022068319564 -0.0028905352331534541 0.0030202026838220325 -0.0011762530712627298 -0.00018588669646508538 -0.0027789197684906257
leaf_weight=3.4934401474893084 1.6766113005578578 4.6138621792197307 1.6865578517317761 6.0294417068362227 3.2319024428725234 2.8571472503244877 2.4138583317399052 2.2049507945775977 3.7727497145533553 3.0020571425557128 2.7487267926335361 2.8699787370860568 6.0060816779732695 3.8408776111900869 4.0120830833911958 2.5285217911005011 61.033854082226753 3.6353377550840547 4.2317822985351166 12.91247399151325 3.7555254623293868 5.174944005906581 2.3940169848501673 5.3789058253169042 1.0883631482720377 2.3294724076986304 16.454366635531187 3.7586794048547736 5.4469712115823947 12.698294054716829
leaf_count=41 16 26 23 61 40 32 17 15 48 18 41 25 104 32 61 18 1641 42 26 113 27 39 24 28 14 56 224 23 50 196
internal_value=0 0.000691818 -0.00176692 7.07727e-05 -0.000256286 -0.00232823 -0.000486923 0.000607265 -0.000648463 0.00232074 -0.000381822 -0.000108916 -0.000888192 -0.000378369 -0.000107852 -0.000472663 -0.00263832 -0.000803541 -0.000321539 0.00121076 -0.00115678 -0.00147399 -0.00192957 0.000209993 -0.00273005 -0.000950291 0.00277042 0.000277894 0.000842603 -0.00229943
internal_weight=0 76.5623 120.72 55.4293 49.3998 80.3804 46.1679 17.5313 40.3391 21.133 36.5664 33.073 14.2421 30.203 27.4543 23.6134 66.1382 21.0849 17.0728 15.3263 28.6366 24.8811 19.7062 8.23605 64.4517 3.41784 18.131 13.4374 9.67875 17.3122
internal_count=3121 816 2305 558 497 1898 457 145 407 258 359 318 164 293 252 220 1734 202 141 130 312 285 246 60 1711 70 240 99 76 222
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 12 4 13 0 3 39 47 4 42 4 16 4 51 0 14 15 43 4 0 124 52 3 52 47 1 457 16 0 47
split_gain=68.8598 17.4262 13.4472 10.9225 10.1021 8.98438 6.94022 6.29545 9.21627 5.45677 6.02322 4.81917 4.6439 4.04965 3.97594 3.58447 4.41659 2.70952 2.55846 2.49373 2.39363 2.35079 2.33259 3.25707 2.27414 2.2423 1.81287 1.71936 1.33822 1.18947
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 -1.0000000180025095e-35 -0.060129999999999996 0.090900000000000009 0.14059500000000003 0.093140000000000014 -0.14723499999999998 0.092620000000000022 -0.49405499999999997 0.38525000000000004 0.27834500000000006 0.084305000000000019 -0.13027499999999997 0.062655000000000016 -0.095869999999999983 0.084740000000000024 0.50996500000000011 -0.14920999999999998 -0.087894999999999987 0.095415000000000014 0.0051600000000000005 -0.07167999999999998 0.13439000000000004 0.12500000000000003 0.091015000000000013 -0.48836499999999994 0.024095000000000002 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=4 3 6 20 5 12 -3 8 -5 10 21 17 14 -7 15 16 -1 28 25 -18 -2 -6 -10 -24 -9 27 -25 -4 -12 -22
right_child=1 2 18 7 9 13 -8 24 22 -11 11 -13 -14 -15 -16 -17 19 -19 -20 -21 29 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028492896167579738 0.00077207485794836229 -0.0024102260086087835 0.00123839351211281 -0.0032097589639009882 -0.0030288018044299274 0.0020302804830549404 0.0032445262472181177 -0.0027073420817117755 0.0030461081716956712 -0.0027944852261775478 0.0015135153238047291 -0.0022254458045797522 0.0029069275966436708 -0.0018541242977211441 -0.0027637370159988512 -0.0029821978365217271 -0.00079413050922388473 6.7595711661419139e-06 0.0032940825785006253 0.0025488551871324663 0.0030100858599212076 0.00045441874300378691 -0.0011184951078366473 0.00082482516188910938 0.00027482682927587978 0.0024124427928832798 0.0032058170146628119 -0.0011304654796679002 0.0036816114717748687 0.0017910854421369607
leaf_weight=3.1747274361550799 4.7676258087158194 19.740142136812214 3.9751019775867444 2.9607310555875364 4.5655802115798041 4.6332126632332793 1.6532053351402272 4.957970928400754 6.9216710254550007 5.6772740297019473 3.7611367329955083 2.5641518831253061 1.1062831543385971 3.1817426383495331 90.131196781992912 5.5519913882017127 2.9461332261562339 4.0459224544465533 3.3870537877082816 3.3534516952931881 28.780952334403992 1.940591476857662 3.3269146308302942 4.7532703727483661 2.8191644921898842 3.7329197898507109 4.263400711119175 4.6992447599768639 4.2753057032823563 6.9929241910576811
leaf_count=34 36 268 23 29 54 25 12 37 52 77 23 35 7 23 1729 70 20 21 24 22 265 15 22 29 18 26 29 26 23 47
internal_value=0 0.000865086 -0.000603459 0.00163923 -0.0019504 -0.00229465 -0.00197325 0.00042662 0.00114497 -0.000486692 0.000132708 0.00107558 -0.00249641 0.000448803 -0.00255326 -0.00129074 -0.000299533 0.00177613 0.00125191 0.000985438 0.00253664 -0.00198986 0.00181422 0.00112343 -0.00162632 0.000694421 0.00195064 -4.49133e-05 0.00266692 0.0027718
internal_weight=0 107.732 37.1877 70.5446 140.909 114.079 21.3933 30.0031 22.226 26.83 21.1527 14.6465 106.264 7.81496 105.158 15.0263 9.47431 12.0824 15.7943 6.29958 40.5415 6.50617 19.2653 12.3436 7.77714 12.4073 9.01667 8.67435 8.03644 35.7739
internal_count=3121 943 379 564 2178 1930 280 216 161 248 171 102 1882 48 1875 146 76 67 99 42 348 69 132 80 55 75 58 49 46 312
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 12 52 484 12 3 2 48 2 8 3 51 52 43 133 49 157 38 1 160 47 484 3 49 1 43 3 3 48 47
split_gain=60.9152 13.8686 13.8518 11.8148 6.39302 5.36288 5.05033 4.86825 5.4157 4.76051 4.54359 3.87563 4.08177 3.57577 3.61701 3.19536 2.60127 2.52847 2.47234 2.24406 2.08732 1.93271 2.64411 1.78441 1.71663 1.58536 1.37952 1.91588 1.34976 1.19364
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 -1.0000000180025095e-35 -0.054684999999999991 0.10732000000000001 0.14838000000000004 0.12879500000000002 0.090790000000000023 0.087195000000000009 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 -0.048674999999999989 -0.08107499999999998 0.10657000000000001 1.0000000180025095e-35 -0.079279999999999975 0.085270000000000026 -0.067484999999999989 -0.03694999999999999 -0.069799999999999987 0.12500000000000003 -0.073959999999999984 0.092670000000000016 -0.10023499999999998 -0.075224999999999986 0.13082500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 29 21 17 10 7 8 9 24 15 -1 13 18 -15 -3 -17 -5 -13 -10 -18 22 -4 -16 25 -6 27 -25 -21 -2
right_child=2 5 3 4 6 -7 -8 -9 19 -11 -12 12 -14 14 23 16 20 -19 -20 28 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032257260377764299 -0.003215973561302923 0.00082840695199675103 -0.0029330550768914472 0.0033696750084876584 -0.00031319400617776244 0.0007773071299813309 0.0036306602080330586 -0.001786191358734751 -2.8536424337345453e-05 0.0032448027933055425 -0.0030487869239738297 0.00012673324455179076 -0.0037494456244148268 -0.0029268485211520769 -0.0015359032718274704 0.00078424142069848709 -0.0028932887570568768 0.00046669266032703469 0.0031662043921171158 0.0008586089054153143 0.00070855032448811765 -0.0038876374123107331 0.00076893607652098325 0.0019135114593716435 0.0011385342920992752 -0.0027567646931635249 0.0018146648665200438 -0.001074291479058009 0.002963103601827612 -0.00040443421549956471
leaf_weight=4.1190535426139823 6.3693611249327642 4.1385991573333767 3.0380854159593582 22.815272048115734 4.5089497305452806 4.0273070484399787 6.5383055210113517 5.4503380581736556 3.4401147738099089 2.909603424370288 77.851102933287621 4.7193960994482023 2.6132883280515662 4.4545790553092983 4.662643343210223 2.4286222606897416 13.673525094985957 2.984239622950553 4.6963309645652771 3.2696639522910145 1.57859307527542 2.5505188554525358 3.8445146828889847 2.7612664029002181 2.6169537901878348 4.8446365632116795 5.0810356736183158 5.9673323594033709 14.880235113203527 1.6781553737819193
leaf_count=63 112 31 29 234 32 18 53 35 25 21 1705 31 26 52 30 20 190 16 34 26 14 26 29 14 17 38 29 48 111 12
internal_value=0 -0.00201057 0.00108675 0.00144411 0.00184127 -0.00257798 0.00120632 0.000828196 0.00121891 -0.000157735 -0.00271356 -0.000504761 -0.000184133 0.000103945 -0.000528019 -0.00151746 -0.00206656 0.00303389 0.00164275 0.00216771 -0.0025205 -0.00168239 -0.00086518 5.04577e-05 -0.000984768 -0.00157883 0.000586072 -0.000129109 0.00258398 -0.00262968
internal_weight=0 142.773 91.7389 83.6914 74.2583 103.698 48.4588 41.9205 36.4702 14.8801 99.6704 39.0749 34.9559 32.3426 22.9269 21.8193 17.6807 25.7995 9.41573 21.59 15.2521 9.43312 6.8826 18.4723 11.9705 9.35359 13.8096 8.7286 18.1499 8.04752
internal_count=3121 2305 816 692 608 1978 358 305 270 108 1960 327 264 238 173 255 224 250 65 162 204 84 58 121 87 70 91 62 137 124
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 0 0 16 47 48 150 42 4 14 1 0 2 16 2 50 16 0 13 43 52 150 3 52 2 3 160 48 13
split_gain=39.2992 10.13 7.71629 7.50631 6.98085 4.47826 5.81091 4.32927 4.12265 4.49206 3.93486 4.42451 4.49284 3.77129 4.52321 3.70083 4.76764 3.09695 3.01387 3.38603 2.74751 2.62266 2.56678 2.27987 2.23105 2.22097 2.15008 1.80058 2.6188 2.33929
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 -0.10607499999999999 -0.069144999999999984 0.086785000000000015 0.11280000000000003 -1.0000000180025095e-35 0.092620000000000022 -0.49405499999999997 0.062655000000000016 1.0000000180025095e-35 -0.14920999999999998 0.13501500000000002 -0.54165499999999989 0.11411 0.11941000000000002 0.26435500000000006 -0.053834999999999994 -0.23438999999999996 0.084740000000000024 0.10160000000000001 0.081835000000000019 0.10299500000000002 0.13796000000000003 -1.0000000180025095e-35 0.013900000000000001 -1.0000000180025095e-35 0.11326500000000002 -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 5 3 10 7 24 -7 -3 9 21 11 23 -13 14 -9 22 -17 20 19 -16 -11 -4 25 -1 -2 -6 -5 -21 29 -29
right_child=1 4 8 26 15 6 -8 13 -10 17 -12 12 -14 -15 18 16 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0036189177089842404 0.003416909035800649 -0.0020773566138726106 -0.0037645571915788487 -0.0033723879160512003 0.00082975047682928231 -0.0020324514503496961 0.0038628438314616573 0.0039804992197954234 -0.0034060837202286071 0.0032320069513241687 -0.0037166866883372928 -0.0003435934015819592 0.0043952038340521939 0.0040674239053406971 0.0036881925216025479 0.0018550603303474726 -0.0039380147100190228 -0.0020479196141800515 0.0026886259964909367 -0.003306933822640959 -0.00022832023919948258 0.0011973701160230606 0.0020594654247837432 0.0011571524535742982 -0.00049913816991802506 -0.0031237396462242776 0.0013585352053139749 0.0036703893828154946 -0.0034620947571447607 -0.00055942431393577656
leaf_weight=4.9880286864936414 19.991680376231677 4.5013517141342154 4.1265246868133589 62.300376653671265 1.7732210233807588 4.9250492826104155 2.9540079310536385 4.2261408343911198 4.5703855529427519 6.8011245504021627 4.8704120628535739 8.5324119329452497 2.9816456809639922 4.9454611688852301 1.8490814045071662 6.3316979184746724 2.0857394188642502 2.6783056445419797 4.134045496582984 3.1458992436528286 4.0389827713370323 1.645511459559202 1.3814460560679425 1.4174433276057241 1.7470856010913838 13.643181636929514 1.079286441206931 1.9542627781629605 2.3719494193792343 5.529839914292082
leaf_count=88 250 34 57 1671 12 29 30 37 77 42 75 62 20 52 22 59 20 39 33 26 21 12 12 8 13 230 6 15 14 55
internal_value=0 0.000743557 -0.00224058 -0.00270367 -6.5384e-05 0.00232423 0.000177807 0.000948783 -0.000568179 0.000104191 -0.001068 -0.000348101 0.000883551 0.00143257 0.000871174 -0.0013789 0.000419606 0.00115207 0.000179028 -0.000519563 0.0019427 -0.00234999 -0.00228014 -0.00256204 0.00310219 -0.002669 -0.00329183 -0.00111797 -0.000419289 0.000545072
internal_weight=0 87.4911 110.03 86.1696 57.8733 29.6178 7.87906 32.658 23.8608 19.2904 22.7899 17.9195 11.5141 28.1567 23.2112 25.2153 8.41744 13.5184 18.9851 14.851 10.8401 5.77204 16.7978 6.40547 21.7388 15.4164 63.3797 13.002 9.85605 7.4841
internal_count=3121 943 2178 1930 621 322 59 288 248 171 253 178 82 254 202 333 79 102 165 132 63 69 254 96 263 242 1677 110 84 70
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 52 484 0 160 0 128 4 47 15 1 1 1 48 150 16 43 52 47 51 13 2 2 16 2 12 0 2 448 3
split_gain=61.9995 15.0693 11.4351 9.79752 9.63281 7.46442 6.85401 6.39425 5.57453 6.32392 8.07423 5.03358 4.25963 4.21208 4.00827 3.96932 3.74871 3.46327 3.22767 3.14363 2.82816 2.71859 2.4837 2.25127 2.22519 1.82293 1.53459 2.90995 1.41358 0.923876
threshold=0.094465000000000007 -0.40306999999999998 -1.0000000180025095e-35 -0.0058249999999999994 -0.40698999999999991 -0.10607499999999999 0.086435000000000012 -0.49405499999999997 0.086785000000000015 0.035560000000000008 0.11146500000000002 0.12337000000000002 0.08592000000000001 0.12118000000000002 0.076925000000000007 -0.014034999999999997 -0.084794999999999995 0.10347000000000002 0.12119500000000001 0.086685000000000012 -0.50061499999999992 0.099515000000000006 0.10097500000000002 -0.054549999999999994 0.11510000000000002 0.12477500000000001 -0.060129999999999996 0.10327000000000001 -0.070064999999999975 -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=3 -2 14 5 -4 12 8 17 9 13 -11 18 15 25 24 -1 -9 -5 21 23 -7 -10 -18 -14 -3 28 29 -28 -6 -22
right_child=1 2 4 7 6 20 -8 16 11 10 -12 -13 19 -15 -16 -17 22 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023897234273350804 -0.0024803675526213647 -0.0030392219635505531 -0.0027474155533395652 -0.0030858897992905696 0.00094477346123651783 0.0025507363596543385 -0.0015118802607430139 0.0036508689245582258 -0.0010187929538796499 -0.0028230231739145317 0.0021417485697694787 0.0022506961909311432 0.0030087047681231806 -0.0010652263885862175 0.001694649290310153 0.00068142058662798389 0.0015429541276271446 0.0006544374711346774 -0.0028687113355387573 -0.0016039331528285748 0.0013164937586732982 0.0022251584157376974 -0.0014404429587069011 8.1883757822014277e-06 -0.00038203230605389992 0.00050439479649793642 0.00035628212414328786 -0.0027604824025904305 0.0028758703689381981 -0.0026115919990171905
leaf_weight=12.141993362456558 8.2418204396963102 5.6933877244591695 3.4333975240588179 4.9730913564562824 2.61947938799858 0.73368321359157462 4.3130476661026469 2.9916865415871143 4.1553278006613272 3.5384036935865861 5.3913733065128326 6.3641950488090506 3.1874594315886497 2.0691948756575576 2.3105449303984633 3.5461866967380073 4.2498976886272413 2.3905424103140831 3.0042005814611912 3.2390022501349449 0.39244534820318122 2.8338790014386177 3.1827904097735882 3.3392490819096547 3.2165461257100105 2.4435454681515685 3.4358377121388903 4.5285937562584877 43.957570999860764 78.581417694687843
leaf_count=158 133 66 34 56 18 4 38 18 31 43 36 44 20 11 15 31 23 17 22 22 3 15 26 23 23 19 24 83 389 1676
internal_value=0 0.000832567 0.00111895 -0.00181169 0.00144195 -0.00208872 0.00162021 -4.98609e-05 0.00179708 0.00215725 0.000174469 0.000475503 -0.000871271 0.00250382 -0.00130268 -0.00169552 0.00123701 -0.00187162 -0.000655009 0.000452842 -0.00244219 0.000296516 0.000265418 0.00147356 -0.00207996 0.00265447 -0.00248432 -0.00141592 0.00276727 -0.00259207
internal_weight=0 103.586 95.3441 130.914 84.1236 113.126 80.6902 17.788 76.3772 60.0196 8.92978 16.3576 25.4539 51.0898 11.2205 15.6882 10.4244 7.36363 9.99341 9.76571 87.672 6.98921 7.43269 6.52671 8.90993 49.0206 86.9383 7.96443 46.5771 78.9739
internal_count=3121 937 804 2184 700 2044 666 140 628 516 79 112 254 437 104 189 67 73 68 65 1790 46 49 43 89 426 1786 107 407 1679
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 12 52 484 3 2 3 48 2 8 52 51 38 49 160 474 42 124 157 47 3 0 48 0 12 1 48 0 456
split_gain=45.8694 11.9943 10.9501 6.8942 6.73226 4.62661 4.51617 4.26334 3.96547 4.37814 3.80843 3.58947 3.66256 3.27878 3.04395 2.94167 2.82549 2.89178 3.36777 2.14896 2.14676 1.98605 2.79317 1.91747 1.87871 3.46558 1.63967 1.58438 2.60301 1.25002
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.40306999999999998 -1.0000000180025095e-35 0.10732000000000001 0.14838000000000004 -0.097604999999999983 0.12879500000000002 0.10252500000000002 0.087195000000000009 0.19022000000000003 -0.096089999999999981 0.10657000000000001 -0.048674999999999989 0.081905000000000019 0.086280000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08107499999999998 0.085270000000000026 -0.10023499999999998 -0.23091999999999999 -0.074214999999999989 -0.10324499999999999 0.091475000000000015 0.10658000000000002 0.086260000000000017 -0.10011499999999998 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 11 13 -4 15 7 8 14 9 10 24 12 -1 29 -3 -5 17 -14 -19 -16 -21 -20 -23 -11 -6 -26 -25 28 -24 -2
right_child=2 5 3 4 6 -7 -8 -9 -10 23 -12 -13 16 -15 19 -17 -18 18 21 20 -22 22 27 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0026886430445399127 0.0027689387442138245 0.00076689031799852974 -0.0022794582727142529 -0.0027138030947543024 0.0006282453690805859 0.00049821231221514593 0.002924229155689313 -0.0025226330513167449 -0.0015016362486208765 -0.00015883273235897801 0.0025967139871907502 -0.0030325303445246543 -0.0017392640168316939 -0.00019069996056631007 0.00056383820910913777 0.001014160038640215 0.0023864335617311302 0.0023214884839171026 0.0011037783665717546 -0.0023951121686144805 0.00079090269035885592 0.0013243619025472783 0.00095918775218835036 0.00042119110614371856 0.00056811335716761035 -0.0026097810968113842 0.0024135044259966446 -0.0026547570328539446 -0.0023747102361737923 0.00056737106225712231
leaf_weight=3.2427420057356349 18.371034935116775 3.860054504126313 6.1834379695355883 5.2198308929800978 4.6796619854867467 4.0354843288660041 5.6109830662608138 66.414085742086172 5.085017316043376 2.9938208684325245 2.6840965673327437 2.9612241871654978 5.6797059662640157 3.0314011275768271 2.2422822751104858 1.738465368747711 2.9695445448160163 3.9547541812062361 5.0458833239972689 12.278102096170182 1.4577386640012253 3.062725502997643 3.112948324531323 3.1943097040057173 3.5594745874404907 5.2075043432414532 12.523156531155108 3.7590304315090179 2.6895773112773602 1.739444077014922
leaf_count=55 226 31 118 55 30 18 54 1705 35 26 21 34 61 18 20 17 19 28 28 190 14 19 24 22 24 48 108 29 30 14
internal_value=0 -0.00161417 0.000769818 0.00019957 0.000491569 -0.00209949 0.000839037 -0.00222102 0.000546003 0.000844846 -0.000102813 -0.000412966 -0.000181527 0.00221577 -0.0012113 -0.00178241 8.70163e-05 -0.000163059 0.000250925 -0.0016892 -0.00205699 -0.000212487 -0.000738594 0.00166181 -0.000641668 -0.00131953 0.0020086 -0.00139939 -0.000586135 0.00257852
internal_weight=0 126.766 81.8216 58.6798 52.4963 90.2877 45.538 86.2523 39.927 34.842 16.1307 36.4781 33.5169 23.1419 19.8382 6.9583 30.2742 27.3046 21.6249 15.9781 13.7358 17.6702 12.6243 18.7113 13.4466 8.76698 15.7175 9.56156 5.80253 20.1105
internal_count=3121 2305 816 558 440 1978 368 1960 314 279 123 327 293 258 255 72 238 219 158 224 204 130 102 156 102 72 130 83 54 240
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 52 52 0 47 0 15 1 0 42 4 48 14 1 0 16 15 50 43 3 52 3 148 43 50 52 12 16 47 0
split_gain=56.2284 13.5205 11.5168 9.22253 9.17852 8.35759 6.03419 7.19775 5.79966 4.97921 5.93474 4.74337 4.52653 5.67186 5.23425 4.18436 3.93825 3.73075 2.86516 2.70939 2.70043 2.24863 2.06882 1.95798 2.199 1.72848 1.58576 1.38396 1.26407 1.17749
threshold=0.094465000000000007 -0.38533999999999996 0.26391000000000003 -0.060129999999999996 0.083875000000000019 -0.10607499999999999 0.035560000000000008 0.11146500000000002 -0.062294999999999996 0.092620000000000022 -0.49405499999999997 0.12879500000000002 0.062655000000000016 1.0000000180025095e-35 -0.14920999999999998 0.26435500000000006 -0.15026499999999995 0.115 0.084740000000000024 0.013900000000000001 0.10024500000000001 0.084940000000000015 -0.08224999999999999 -0.080554999999999974 0.10987000000000001 -0.0064899999999999992 0.089795000000000014 -0.5335399999999999 0.13082500000000002 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=3 28 4 5 6 12 11 -8 16 10 20 17 13 21 25 18 27 22 29 -7 -5 -1 -3 -4 26 -15 -25 -6 -2 -12
right_child=1 2 23 9 8 19 7 -9 -10 -11 15 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025865358134963159 -0.0025310063811513277 5.5853308280615095e-05 -0.0032774109819293535 -0.0026960379706675052 0.0018136421980002014 -0.0024125612932467829 -0.0026162373139120344 0.0016880290571909234 0.002634947026649652 -0.0024557338127719069 0.0015054561224210558 -0.0014104523369782779 -0.0026490024210341339 -0.0010250528007883562 0.0032058765562417379 -0.0015194344200748675 -0.0015815640400457464 -0.00075280298108037222 1.9034914248342306e-05 0.001241490013533012 0.00073370973907847152 0.00059484575153368423 0.0023891533223278512 0.0018340202686226961 -0.0026074573718574646 0.0011195281632870157 -0.0010390369465696732 -0.00038087941440218117 -0.00025622773047788769 0.0033985731870125628
leaf_weight=5.7184788398444715 7.0690571926534158 2.1901265531778327 2.5097568035125732 4.664808709174399 3.2975337281823158 76.027316603809595 3.6614180169999582 5.1315887421369553 3.4644245430827132 5.215804945677518 3.4832659661769849 2.1567569971084586 5.6592418178915969 5.603501718491315 3.3513916805386534 2.9801345840096483 10.458829857409 2.335798777639865 4.0235391035676003 1.1326880753040303 1.731210473924875 1.5540086105465887 45.718299683183432 1.8030834794044475 2.5046528838574886 3.2751553170382968 2.5521935261785984 3.0355030223727271 1.6588556021451948 3.7551116086542606
leaf_count=86 125 16 20 56 21 1676 47 36 28 77 21 10 75 37 21 39 87 15 21 6 13 10 426 9 32 25 32 20 13 21
internal_value=0 0.000689383 0.000957317 -0.00165996 0.00124057 -0.00197617 0.00169352 -0.000104272 -0.00012778 -0.00040847 0.00010893 0.00199519 -0.000802452 -0.00026662 0.000708656 0.000951716 -0.000697774 0.00214138 0.00160563 -0.00235892 -0.00176771 -0.00190673 0.00228249 -0.00150498 -0.000856526 -0.000233961 0.000150408 0.000761781 -0.00209865 0.00248756
internal_weight=0 99.5479 90.82 128.176 81.4503 102.322 61.194 8.79301 20.2563 25.8539 20.6381 52.401 25.1618 19.5025 12.23 14.2421 16.7919 50.2442 11.2619 77.16 6.39602 7.27249 47.9084 9.36969 6.85993 8.87866 4.35528 6.33304 8.72791 7.23838
internal_count=3121 937 799 2184 706 1936 550 83 156 248 171 467 254 179 83 102 128 457 63 1682 69 96 442 93 73 62 41 41 138 42
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=1 52 52 0 47 0 12 50 0 14 1 0 4 42 0 43 15 3 48 2 3 43 457 147 50 43 48 47 52 16
split_gain=39.5871 10.0097 8.75337 7.66496 7.32929 6.10511 5.46588 6.10881 4.74436 3.86 4.22413 3.96792 3.74548 3.55029 3.02836 3.07599 3.02132 2.66705 2.36837 2.80222 2.20441 2.06485 2.03935 4.06439 2.00372 1.85489 1.5735 1.34921 1.33048 1.28526
threshold=0.094465000000000007 -0.38533999999999996 0.26391000000000003 0.051010000000000007 0.083875000000000019 -0.10607499999999999 -0.040564999999999997 0.096120000000000025 -0.062294999999999996 0.062655000000000016 1.0000000180025095e-35 -0.14920999999999998 -0.16363499999999997 0.086835000000000009 -0.060129999999999996 -0.081289999999999987 -0.15026499999999995 0.11296500000000002 0.12879500000000002 0.11411 0.013900000000000001 -0.080554999999999974 0.091015000000000013 0.085835000000000009 0.10987000000000001 -0.016814999999999997 0.086260000000000017 0.13082500000000002 -0.088204999999999992 -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=3 27 4 5 6 9 -3 12 16 10 17 26 -8 -5 20 28 29 -1 19 22 -7 -4 23 25 -23 -14 -12 -2 -16 -6
right_child=1 2 21 13 8 14 7 -9 -10 -11 11 -13 18 -15 15 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034684496120203725 -0.0034312124304980512 0.0034703176646998634 -0.0045182176756917271 0.001197388288089861 0.0023023008064857312 -0.003229181412134398 -0.0021621240473658917 -0.0030371575332643159 0.0034226567837961535 -0.0035502123045406749 0.0008863687163186717 0.0039260956230377699 -9.249947120866995e-06 -0.0028649649912721327 -0.0012276708561766469 -0.0028066375126781194 -0.0020675544675101275 0.0017709387548801136 -0.00050489369630176155 0.0036013405299160006 0.0013351297970858544 0.00034128358864287452 0.0035344440943532703 -0.002961086556931758 -0.0034880538875922602 0.0030217656133613687 -0.0018719703924615846 -9.8019783374608588e-05 0.0021065398002376302 -0.00069536592082831354
leaf_weight=4.9899268038570943 6.0041667111217967 18.537251066416502 2.3409349992871284 9.4288090430200082 2.9940187931060791 61.201760679483414 2.3259859681129447 2.9994225315749636 2.9877966567873946 4.7099940143525592 4.9603366106748563 3.099402491003274 3.4679247215390188 2.8596470132470122 2.2882782332599163 6.4336160607635957 9.6703266054391861 1.2364431694149969 3.2747989892959586 10.933695979416369 1.0985825210809697 3.9996505230665189 3.6255072429776183 2.3390137217938891 2.1389587968587875 5.0694529265165436 3.6697976812720299 1.5604759678244589 2.6161924004554749 2.8448864370584497
leaf_count=90 125 240 20 60 21 1676 18 36 28 75 37 21 28 32 23 107 87 6 19 120 6 41 28 19 32 42 25 13 26 20
internal_value=0 0.000766908 0.00110074 -0.00212322 0.00146666 -0.0024263 0.00207499 0.00131504 -0.000262357 -0.000976958 -0.000301971 0.000826587 0.00173565 0.000252038 -0.00287241 -0.00135428 -0.000972262 -0.002428 0.00205143 0.00238055 -0.0031487 -0.00196622 0.00146014 0.000768692 -0.000993024 0.00179055 -0.000286562 -0.00274362 0.000550898 0.000841749
internal_weight=0 87.1143 79.5496 108.593 71.0701 96.3043 52.5731 34.0358 18.497 22.6659 17.9559 11.7295 31.0364 12.2885 73.6384 11.3381 15.5092 6.22637 28.7104 25.4356 62.3003 8.47954 14.5019 10.8764 6.13861 8.53738 8.63013 7.56464 4.90447 5.83891
internal_count=3121 937 799 2184 706 2092 550 310 156 254 179 83 274 92 1838 156 128 96 256 237 1682 93 117 89 73 70 62 138 49 41
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 1 3 3 128 159 51 474 42 43 16 0 49 14 48 4 15 475 0 3 0 48 47 16 47 15
split_gain=52.0309 13.7052 11.5906 8.94616 5.93475 5.27665 4.66211 4.76837 4.2327 4.12627 4.06125 3.23532 3.51792 3.03371 2.78309 3.0438 2.76827 2.65767 2.95734 2.39583 2.80128 2.23874 2.16385 2.33046 1.64003 3.62954 1.41891 1.29266 1.2367 1.18388
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 0.086785000000000015 0.11843500000000001 0.13820500000000002 0.10732000000000001 -0.097604999999999983 0.086435000000000012 -1.0000000180025095e-35 -0.096089999999999981 0.086280000000000009 -1.0000000180025095e-35 -0.079109999999999986 -0.5335399999999999 -0.062764999999999974 -0.048674999999999989 0.057600000000000005 0.12879500000000002 -0.033174999999999989 0.024640000000000006 -0.087794999999999998 -0.23091999999999999 -0.10023499999999998 -0.10011499999999998 0.086260000000000017 0.085270000000000026 -0.18708499999999997 0.13082500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 28 4 8 14 7 16 17 -1 -11 12 29 -14 -5 27 -3 18 19 20 -4 -18 -15 -24 25 -25 -23 -16 -2 -12
right_child=2 6 3 5 -6 -7 -8 -9 -10 10 11 -13 13 22 15 -17 21 -19 -20 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026564059360137528 -0.0028987239400212624 0.00077934546172259752 0.0026008715347898468 0.0012545072576231283 -0.0019675518470434594 0.0028733398764615474 0.00054257914426497937 -0.002755669690304917 -0.0015537975406742057 -0.0029392053540683652 -0.0027106171643583167 0.0031557043644473578 0.0023108497940439671 0.0020905262986241138 -0.0010674216320010652 0.0012828899271863673 0.0013550067781526196 -0.00074418828665234467 0.00015390093342901656 0.0027739951949184633 -0.0013644567556517116 -0.0023991104141021899 0.0014062951266237125 0.0015269399457267471 -0.0031399634386933884 -0.0025467630050791208 0.0001941678547842757 -0.0029846764222543828 -0.00019131882330982315 -3.3442281570945931e-05
leaf_weight=4.7794319465756407 5.4677191078662863 3.981290869414809 2.9467135220766059 3.5539707168936774 2.8041958324611178 3.3356027826666823 4.1296137422323218 66.491634845733643 2.2639665566384783 3.0330429263412979 3.7707415595650673 2.7530742883682242 5.4790040701627865 2.8293240405619224 4.8254583105444935 2.4180679693818066 1.5440732426941401 2.11641851812601 4.1138984188437453 41.147214956581593 2.3591400347650051 12.643844421952958 3.2966425940394481 3.1680214926600518 2.4722683094441491 3.2673501297831535 1.7687111496925361 5.5731425806879988 1.6050066240131853 1.7920954450965023
leaf_count=48 112 31 26 24 26 25 18 1705 17 52 49 17 37 17 30 21 14 14 24 397 23 193 18 24 29 24 17 65 12 12
internal_value=0 -0.00170615 0.00103884 0.00134228 0.00188065 -0.000235454 -0.00227237 -0.00240687 0.00207704 -0.000306721 4.57463e-05 0.000359792 6.4597e-05 0.000583317 -0.000868887 -0.00145769 -0.00124364 0.00223306 0.00235767 0.00255284 0.000837769 -0.00174838 -4.62824e-05 -0.00054166 -0.00126258 -0.00054135 -0.00208086 -0.00209498 -0.00228434 -0.00184815
internal_weight=0 127.2 84.5305 77.4578 57.7515 19.7062 90.5592 86.4296 54.9474 36.641 31.8616 28.8285 26.0754 20.5126 16.3706 12.8167 19.9379 52.6834 50.567 46.4531 5.30585 15.9566 15.0336 12.2043 8.90764 6.43537 14.4126 10.3986 7.07273 5.56284
internal_count=3121 2305 816 692 527 165 1978 1960 501 327 279 227 210 149 140 116 255 484 470 446 49 224 112 95 77 48 210 95 124 61
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=1 12 12 52 484 2 13 3 52 51 48 15 47 160 12 38 160 42 159 11 43 133 474 4 4 1 16 0 15 456
split_gain=37.3186 10.9396 9.02809 5.72596 5.16559 4.23323 4.1933 4.25492 3.3137 3.32168 3.23105 3.8176 3.82208 3.02311 3.20332 2.94834 2.60399 2.57066 3.41946 2.76429 2.36565 3.20337 2.20576 2.04979 3.05614 1.79169 1.7044 1.60375 1.50772 1.25964
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 -0.40306999999999998 -1.0000000180025095e-35 0.14838000000000004 -0.15078499999999997 -0.097604999999999983 0.19022000000000003 -0.096089999999999981 0.12879500000000002 0.035560000000000008 0.087885000000000019 -0.079279999999999975 0.11201500000000002 0.10657000000000001 0.062030000000000009 -1.0000000180025095e-35 0.092630000000000018 1.0000000180025095e-35 -0.079109999999999986 -1.0000000180025095e-35 0.084660000000000027 0.0061450000000000003 -0.0016099999999999997 1.0000000180025095e-35 -0.046599999999999996 -0.059114999999999994 -0.10653 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 8 15 -4 16 10 -3 17 9 -1 11 12 13 -6 -15 29 -5 -8 19 27 25 -22 23 24 26 -11 -23 -19 -14 -2
right_child=2 6 3 4 5 -7 7 -9 -10 20 -12 -13 28 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032166068562926179 0.0033026128013930022 -0.00031477249368302811 -0.0026631174489136753 -0.0031333660958996561 -0.00021974893301376106 0.0035157762669322155 -0.0031749949448402438 -0.003047933267021628 -0.0035487606151894074 0.00020593159820107281 -0.001660971436259311 -0.001674630966006099 0.00059939170360372173 0.0031753547993825372 -0.00033610754633320728 -0.00018042300794457179 0.0012097440215301295 -7.3623380486750894e-05 -0.0040536069266756828 -0.0018767359501329383 -0.0028634509093339844 0.0016668807119117495 0.0027399248828809575 0.001218496154487902 -0.0035681172979869081 0.003034215581785162 -0.0015765293704346555 0.0030579093637973292 -0.0021860756512107962 0.0005518977463699657
leaf_weight=2.8307798653841045 16.193285815417774 7.6167868897318831 5.389262828975915 4.5525017045438281 4.3543755374848905 5.1338757276535025 4.6373187359422472 55.227528220042586 2.7536661028861991 4.1949086301028782 4.87151876091957 4.3006524071097365 4.3444259166717529 13.847958840429785 2.8040641620755187 2.9587827175855628 1.7025525569915769 2.938928596675396 2.0302590020000926 3.4884992502629757 3.736011400818831 3.0721448063850465 2.6016604304313651 5.2722394764423361 3.0530592985451106 3.8608526289463043 2.7615261375904083 2.9327800348401052 2.9142892956733695 1.6462138816714276
leaf_count=55 226 58 118 53 36 54 112 1693 34 31 35 37 27 132 21 18 19 32 16 51 52 19 15 34 29 34 24 16 26 14
internal_value=0 -0.00181443 0.000911296 0.000267541 0.000591017 0.000964552 -0.00242768 -0.00265353 -0.000397541 -0.000121043 0.000614696 0.000955113 0.00135524 0.00200286 0.00258405 0.00258939 -0.00195122 -0.00129453 -0.000528957 0.000235551 0.000185862 -0.000354777 0.000204417 -0.000261474 -0.0011395 0.00156143 0.000131525 0.0014905 -0.000518941 0.00304878
internal_weight=0 113.009 75.0138 54.2155 48.8262 42.5712 78.8721 71.2553 34.1368 31.3832 37.4373 32.5658 28.2651 21.0064 16.652 20.7983 6.25505 16.0278 11.3905 9.36021 28.5524 20.4966 16.7606 14.159 8.88673 8.05576 5.83367 5.87171 7.25872 17.8395
internal_count=3121 2305 816 558 440 368 1978 1920 327 293 314 279 242 189 153 258 72 227 115 99 238 173 121 106 72 65 43 48 53 240
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 0 4 16 47 50 15 484 1429 160 2 43 38 2 13 51 13 16 42 42 3 0 16 48 150 0
split_gain=32.591 10.0886 7.24338 4.99471 5.0245 4.60172 5.17899 4.58391 4.01171 4.0863 3.61183 3.09093 2.9084 2.88767 2.87177 2.775 2.76237 2.38169 3.10008 2.2679 2.26304 2.21558 2.16679 2.13535 2.67126 2.54209 3.25408 2.51166 2.1281 1.78819
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.060129999999999996 0.40124500000000002 0.064860000000000015 0.092530000000000015 0.10616500000000001 0.083195000000000005 -0.0068949999999999992 0.084990000000000024 -0.079279999999999975 0.10327000000000001 -0.12152999999999999 0.10657000000000001 0.097220000000000015 -0.01163 -0.096089999999999981 -0.50061499999999992 0.64105000000000001 -1.0000000180025095e-35 0.094935000000000005 -0.0025099999999999996 -0.072894999999999988 -0.069144999999999984 0.086260000000000017 0.11456000000000001 -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 10 16 4 7 6 20 8 9 13 11 -1 19 -4 17 -15 -2 18 -7 -13 -3 -9 -21 24 25 26 -24 29 -17 -26
right_child=2 5 3 -5 -6 14 -8 21 -10 -11 -12 12 -14 15 -16 28 -18 -19 -20 22 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0028681151499140799 0.0032170225873266512 0.0020662965705302043 -0.00095598770985885534 0.0035639365446757569 0.0042108725591336648 -0.0035823935556623145 0.0039710306871531993 -0.0027774600354813698 -0.0014993339293215729 -0.0028708734583548427 -0.0035549500207520488 -0.0034335453688035282 0.0033401105511131593 -0.00054319189131850831 -0.0026841346849660638 0.0034736270499658955 -0.00017457607232505053 0.0029480851718981984 0.0013049658319304104 -0.0018211544138140182 -0.0032073778308899762 0.0018498936555823222 0.0032273012624976422 -0.002031017115484732 0.0031719548281334701 0.0039108856907797539 -0.0029003817396298856 -0.0019050012555558494 0.00059308384606919886 -0.0005571531612693836
leaf_weight=4.0138942953199139 15.936554800719025 0.85982844606041808 4.083123508840802 4.5461750105023375 2.7901612110435954 2.4125151038169861 1.0909056812524784 8.5486746784299594 9.0994944013655168 2.5103824101388446 3.7063871361315242 2.0486677009612384 2.697281025350093 3.4045520350337091 5.5014137998223305 10.070086080580948 2.9625310599803916 2.5070550590753555 3.0658139586448652 4.9865169301629164 54.460894526913762 1.2314295321702946 1.8828779198229404 2.8924747370183459 2.7199012786149979 4.5858212336897868 1.7297259699553249 4.6367091089487076 3.6296505182981482 2.6321884617209292
leaf_count=57 234 5 31 60 25 23 8 146 80 25 69 44 21 22 105 92 18 16 21 62 1736 14 20 25 16 30 26 33 33 24
internal_value=0 -0.00185309 0.000984791 0.000340892 1.79186e-05 -0.00258354 -0.00298818 -0.000256852 0.000321048 0.00102004 -0.000528046 -0.000205905 0.0001409 0.00148105 -0.000891043 0.00206282 0.00268537 0.000344281 -0.000847301 -0.000166025 -0.00312541 -0.00219482 9.07851e-05 0.000543065 0.000952444 0.00231683 0.000293348 -0.000167394 0.00271045 0.00133796
internal_weight=0 108.431 68.8128 49.9137 45.3676 69.8984 56.4116 42.5774 32.7973 23.6978 38.5324 34.8261 30.8122 21.1874 13.4868 17.1043 18.8991 7.98538 5.47833 28.1149 55.3207 9.7801 26.0662 21.0797 18.1872 8.19843 3.6126 9.9888 13.6997 5.35209
internal_count=3121 2341 780 528 468 1914 1749 443 283 203 427 358 301 178 165 147 252 60 44 280 1741 160 236 174 149 76 46 73 125 40
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=1 12 0 0 4 13 1 3 14 49 133 457 4 52 4 12 1 2 4 48 3 457 124 160 52 40 41 448 15 12
split_gain=28.5682 7.43282 6.85188 6.94586 6.66914 6.10097 4.36059 3.46375 3.46248 3.71058 3.36993 3.22103 3.1974 4.00325 3.22264 3.18293 2.94201 2.33764 2.24 3.27353 2.1121 2.07698 1.88183 1.79858 1.73435 1.48201 1.41586 1.23914 1.21547 1.09288
threshold=0.094385000000000011 0.051320000000000005 -0.060129999999999996 -0.10607499999999999 0.23246000000000003 -0.0025349999999999995 0.13021500000000003 0.083060000000000009 0.062655000000000016 0.082865000000000008 0.10622000000000002 -0.0029299999999999994 -0.49405499999999997 0.10347000000000002 -0.15289999999999995 -0.029094999999999999 0.077565000000000009 0.10097500000000002 0.0067750000000000006 0.11951500000000001 0.013900000000000001 0.084650000000000017 -0.087894999999999987 -1.0000000180025095e-35 0.11989500000000002 -0.092584999999999987 0.08178500000000001 -0.065209999999999976 -0.11713499999999999 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 8 6 22 29 15 9 11 12 -1 13 -4 -14 -7 -13 -16 -9 23 -5 -18 -2 -20 26 -24 28 -27 -6 -3
right_child=1 4 10 20 24 7 -8 18 -10 -11 -12 16 14 -15 17 -17 21 -19 19 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0025592751624906613 0.00030179473206621242 -0.00048730066678723873 -0.0033577299015254535 -0.0029036381328156218 0.0012807222197912162 -0.00044852803356481744 0.0017177079992600744 -0.0024689823956058183 -0.003216002319646884 -0.0032206160246971748 -0.0033227751219004169 -0.0011755053032079358 0.0021905314365491036 0.0016817678267073059 0.0011641274021031995 0.0033793801092174632 0.0033478232397132022 -0.0026357011355444423 -0.0011437850438786154 -0.0023210825680087164 0.0012493088763001457 0.00020493085099139568 0.00015674018835395187 0.001786650413360212 -0.0011609813152902537 0.00032072242143833313 -0.00020152194834282779 0.0030751693198487603 0.003766328776681514 -0.0030067206865481751
leaf_weight=2.4350032843649432 3.3939944282174137 1.7153188809752489 3.977759357541804 47.656751258298755 4.4211644418537608 3.0451552756130695 2.3343691714107981 3.7424888741225031 3.9631030522286883 2.8052383270114651 2.8071066197007886 3.2337917201220989 7.3898161705583369 2.0351881720125675 2.7321472167968714 4.7483929619193104 4.7182201519608498 2.7999838031828403 2.4293334297835862 3.4564017653465262 1.0694410875439633 2.8996551558375359 1.8794801905751253 6.7856105491518921 2.5786381065845481 1.5073444880545235 2.8831821754574776 18.713107410818331 2.7105226889252654 10.30683061480522
leaf_count=33 35 25 62 1671 36 28 25 49 75 57 44 39 44 16 18 45 30 64 18 26 6 19 20 57 22 16 21 270 20 230
internal_value=0 0.000660022 -0.0017646 -0.00221667 -0.000575868 0.00133017 -0.00193751 0.000279375 -0.000769041 -0.000166406 -0.000334497 0.000478435 0.000108516 -0.00165202 0.000927745 0.00188371 0.00116007 -0.000759084 -0.000482389 0.000104352 -0.00281249 0.00215152 0.00232794 0.0010141 0.000976394 0.0026391 0.00152673 0.00286984 0.00222542 -0.00264725
internal_weight=0 76.6513 90.5232 68.7812 26.95 49.7013 14.3565 24.2074 20.055 16.0919 21.742 13.2867 18.9349 6.01295 12.9219 7.79355 10.8517 5.53213 16.4138 12.6713 48.7262 7.61788 25.4939 9.21494 12.5935 22.0999 10.0149 20.2205 7.13169 12.0221
internal_count=3121 943 2178 1930 379 564 280 223 253 178 248 121 204 78 126 73 88 82 150 101 1677 49 341 75 99 306 77 286 56 255
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 52 484 151 128 3 3 47 12 51 52 43 133 3 42 159 3 4 40 474 4 4 1 1 0 2 4 150 52
split_gain=51.7512 12.9086 11.3553 8.89643 5.70933 5.1516 4.61636 4.66001 3.68004 3.84507 3.59928 3.64735 3.10557 3.29649 2.75786 2.72744 3.44896 4.70702 2.50268 3.32084 2.37871 2.40219 3.0755 2.37192 2.23278 2.20213 2.01865 1.6569 1.6347 1.43017
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 -0.40381499999999992 0.086435000000000012 0.10732000000000001 -0.097604999999999983 0.086785000000000015 0.092465000000000006 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 0.095270000000000007 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 -0.033174999999999989 -1.0000000180025095e-35 0.083855000000000013 0.0061450000000000003 -0.14723499999999998 1.0000000180025095e-35 0.13288500000000003 -0.060129999999999996 0.11177500000000001 0.09173000000000002 0.12187000000000002 -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 10 27 26 -5 8 7 15 18 14 -1 12 23 -14 -10 -3 17 -17 19 -6 21 22 -15 -12 -16 -19 -4 -2 -20 -24
right_child=2 6 3 4 5 -7 -8 -9 9 -11 11 -13 13 20 24 16 -18 25 28 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023837275221269892 -0.0022783076010453713 -0.0023698730295771925 -0.0021062327626143718 -0.0015492540767731778 0.002558528451460945 -0.0011450341383850912 0.00044312790198798466 -0.0022491231737977705 0.002582588000188268 -0.0015571425529802832 9.1741212766936056e-05 -0.0026498722419739818 -0.0021296822107070312 0.00073803029386537917 -0.00095799530356033746 -0.0017053437225896409 -0.0028523495473921261 -0.00011863858361511058 0.0022848756868444312 -0.00040218666072045341 0.0019737279144503525 0.00090707001170647525 -0.00057896060652470101 0.0023928706552617833 0.0017872371083281211 0.0023484515812802883 6.1479763884789122e-05 0.00013584055856181586 0.00070903077448830393 -0.002800072485733877
leaf_weight=3.6444366201758376 5.9766272492706767 5.4080295376479652 4.3477876558899862 3.1642963811755171 3.0774548947811127 3.4292242154479018 4.0761848390102378 66.163201723247766 4.4210906103253347 3.0742860957980147 4.3397442512214202 2.4730405025184146 3.9642914235591915 3.4052691757679012 3.2462241426110268 4.8607788421213627 2.5736539252102366 3.5226109623908997 36.889961428940303 4.6675523109733978 2.8000679165124884 5.5144072473049155 2.3806007020175484 4.4329019859433174 2.6218645498156548 3.5625542029738408 4.0735777765512466 1.8142735511064527 3.5311452671885482 3.5143443606793845
leaf_count=63 117 112 50 21 29 25 18 1705 31 25 31 26 52 24 22 63 24 36 363 38 16 34 17 34 21 20 33 13 28 30
internal_value=0 -0.00140841 0.000828715 0.00108773 0.00135295 0.00149432 -0.00185767 -0.00196661 0.00164142 0.000614121 -0.000297642 -6.60297e-05 0.000144501 -0.000306764 0.00126287 -0.00102862 -0.000529057 -2.85227e-05 0.00192644 0.000774244 0.000103495 -0.000249993 -0.000936054 0.00125452 0.000268576 0.00112186 -0.00105767 -0.00171612 0.00214721 -0.0019031
internal_weight=0 126.636 84.3354 76.5445 68.1231 64.9588 90.167 86.0908 61.5296 13.3635 36.4691 32.8247 30.3516 21.579 10.2892 19.9276 14.5196 11.9459 48.1661 7.74501 17.6147 14.8146 9.30021 8.77265 5.86809 7.08517 8.42137 7.7909 40.4211 5.89495
internal_count=3121 2305 816 686 603 582 1978 1960 557 99 327 264 238 173 74 255 143 119 458 67 121 105 71 65 43 56 83 130 391 47
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=1 4 151 2 0 0 48 1 160 14 49 42 4 52 457 50 1 0 13 2 0 3 3 159 12 16 14 13 2 8
split_gain=26.714 7.0791 8.44278 6.59674 6.47702 6.77396 6.2862 5.01581 3.32499 3.21348 3.40005 3.1172 3.21999 3.13485 2.78447 2.60558 2.49289 2.31105 2.29913 2.80259 2.05219 2.0049 1.95229 1.87688 1.64272 1.82367 1.11568 1.66105 1.02077 2.3606
threshold=0.094385000000000011 0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 -0.060129999999999996 -0.10607499999999999 0.082620000000000013 0.12408500000000001 -1.0000000180025095e-35 0.062655000000000016 0.082865000000000008 0.092620000000000022 -0.49405499999999997 0.10347000000000002 -0.0029299999999999994 0.11875500000000001 0.077565000000000009 -0.053834999999999994 0.11596500000000001 0.10327000000000001 -0.15202999999999997 0.013900000000000001 0.088060000000000013 0.082585000000000006 0.090545000000000014 -0.0019699999999999995 0.093890000000000015 -0.084154999999999994 -0.13033999999999998 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 3 -3 -2 5 9 7 23 -8 10 14 12 13 -6 -1 28 -16 -9 19 -14 -10 -7 -18 26 25 -22 27 -5 29 -4
right_child=1 2 15 6 11 21 8 17 20 -11 -12 -13 18 -15 16 -17 22 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027603526725336674 0.0033717273465500896 -0.00396732790065137 -0.00079230212464892892 -0.0006911149133042579 -0.0037619023715316103 -0.0032664306664640071 -0.0021910471946901045 0.0031393845263911072 -0.00046765284912125485 -0.0036124290428199389 -0.0036208553325272883 -0.0031019672407026316 0.001490587744067102 0.0020097864977091911 -0.0012494506298916473 -0.0012184411694436601 0.0038227733515685072 -0.0010608409743102752 0.0038758180044965703 -0.0023516206358405131 0.0038445664154641334 0.0013126686499708327 0.00048028584306627174 0.00014299204632089673 -0.00036531158058881975 1.2804645465021055e-06 -0.005832649759032066 -0.0032769883517034357 0.0031732156182933359 0.0037288531201726677
leaf_weight=2.3636218700557956 5.3805485479533663 2.3678452596068409 2.4830713197588983 3.6362633295357254 3.4804688114672944 45.128763012588024 2.8910758495330837 2.9363266304135323 3.5270459800958642 3.7030881177633992 2.6356147583574048 3.7755944635719052 7.1781609356403333 1.4610499888658521 3.2031570449471474 1.8668134436011303 3.996921431273222 2.7970758751034728 2.582460407167674 2.9207202941179276 6.7422677278518668 1.0703988596796978 3.6613398641347885 2.6071203909814349 1.8510372489690787 1.6881696544587566 1.2904890924692143 10.738519735634329 19.693109001964331 2.5698561556637287
leaf_count=33 70 15 21 30 58 1671 31 27 22 75 57 77 41 11 39 14 26 21 18 43 89 6 23 36 22 20 11 228 255 31
internal_value=0 0.000735823 0.00201642 -6.94652e-05 -0.00195548 -0.00246969 -0.000524331 -0.00160821 0.00103375 -0.000838752 -0.000191164 -0.000375175 0.000209025 -0.0020554 0.000492339 0.00254881 0.00120018 0.00109028 0.0010914 0.000379374 0.00170892 -0.00316034 0.00222476 -0.00245492 0.00245559 0.00307496 -0.00288728 -0.00262286 0.00283301 0.0015071
internal_weight=0 75.0666 28.9807 46.0859 87.1614 65.7629 40.7054 24.0058 16.6996 19.5637 15.8607 21.3985 17.6229 4.94152 13.225 26.6128 10.8614 5.7334 12.6813 10.0989 13.8085 46.1992 7.65826 18.2724 10.2815 8.43044 15.6653 14.3748 24.746 5.05293
internal_count=3121 943 336 607 2178 1930 537 353 184 253 178 248 171 69 121 321 88 48 102 84 153 1677 49 305 131 109 269 258 307 52
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 12 52 47 123 52 4 1 3 2 132 457 12 13 3 1 48 50 49 148 160 52 12 4 2 2 1 52 47 11
split_gain=58.6687 18.0656 9.46675 8.14851 6.71513 5.89196 5.45095 4.96931 4.80903 4.59701 4.53271 4.43068 3.37863 4.08203 3.20841 2.99231 2.5567 2.43742 2.19858 2.00099 1.89637 2.78807 1.64532 1.60796 1.5073 2.09553 1.69231 1.37398 1.24361 1.2404
threshold=0.104035 0.079890000000000017 -0.38533999999999996 0.086785000000000015 1.0000000180025095e-35 0.13796000000000003 0.40124500000000002 0.13820500000000002 0.10732000000000001 0.11510000000000002 0.081465000000000024 0.048635000000000005 0.092465000000000006 -0.0025349999999999995 -0.097604999999999983 0.09253500000000002 0.12879500000000002 0.10965000000000001 -0.080859999999999987 -0.079019999999999993 -0.071139999999999995 -0.088614999999999985 0.12069000000000002 0.0061450000000000003 0.093175000000000022 0.090545000000000014 0.080000000000000016 0.091275000000000009 0.13082500000000002 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 4 28 5 10 16 8 12 14 -7 11 24 13 -5 18 -6 17 19 -3 -4 21 -20 -21 -13 25 26 -1 -22 -2 -23
right_child=2 6 3 7 15 9 -8 -9 -10 -11 -12 23 -14 -15 -16 -17 -18 -19 20 22 27 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=3.4347739467595319e-05 -0.0025826088679633875 0.0003741671456834582 0.00032481165443424751 0.0014321765514715651 -0.00027777493701467955 -0.0024035297110334124 0.0022061310949012805 0.0024612099478965406 0.00040142348887537923 0.0018071805555614521 0.0018555803530051892 -0.00045187080211679675 -0.002281127321707814 -0.0015676687433595585 -0.0024252897976599075 0.0021324055005249058 0.00020086714170592521 -3.5291377209611391e-07 0.0015975812418890284 0.0025951039525911298 -0.0024935840714260791 -0.0029375350690823373 0.00090870796447487965 0.001772568781895926 -0.0023351647033427107 0.0009259546988887496 -0.0021373823816433408 -0.0001363982072202188 -0.0001175201457355679 -0.00027013355497523621
leaf_weight=2.7774473987519794 4.1916039176285258 3.3218087553977993 2.7040658220648757 5.7702082917094231 4.6144640296697599 3.2711308859288684 1.6924737542867649 3.5115999132394782 4.1904663927853099 2.6551482826471329 3.2695922143757334 4.3741177693009368 4.9903944954276076 4.6144371479749697 78.741873979568481 7.8907034769654274 4.1153080686926833 2.7697887644171706 2.1030327752232552 35.464090012013912 11.882058709859843 2.2744527682662072 3.6023593917489043 3.1666463911533356 9.6256407350301725 2.3749743029475203 7.5182406082749367 1.5841096937656391 1.5977543443441389 1.7387533336877821
leaf_count=27 73 23 20 37 34 25 11 25 19 18 22 32 50 33 1731 61 23 19 14 331 181 26 26 18 100 17 77 19 11 18
internal_value=0 -0.00149505 0.00102479 0.00125544 -0.000241261 0.0017212 -0.00202689 -9.05874e-05 -0.00209458 -0.000517007 -0.000801915 -0.00109313 -0.000673408 9.91895e-05 -0.00219748 0.00124304 0.00199382 0.00215948 -0.00141429 0.0023027 -0.00171767 -0.00061986 0.0024396 0.000482254 -0.00162593 -0.00108714 -0.00155152 -0.00221629 -0.00190229 -0.00178186
internal_weight=0 153.141 79.2579 73.4685 45.6118 54.5819 107.529 18.8866 105.837 5.92628 33.1067 29.8371 15.375 10.3846 101.646 12.5052 48.6556 44.5403 22.9042 41.7705 19.5824 6.11624 39.0664 7.54076 22.2963 12.6707 10.2957 13.4662 5.78936 4.01321
internal_count=3121 2430 691 607 388 462 2042 145 2031 43 293 271 120 70 2012 95 419 396 281 377 258 58 357 50 221 121 104 200 84 44
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=1 12 0 0 4 13 39 47 4 14 49 159 12 159 4 47 457 52 49 47 48 14 3 3 52 457 4 0 42 2
split_gain=25.5362 6.8331 6.24995 6.68638 5.81961 5.59164 4.09677 3.29077 4.99994 3.07406 3.17384 3.00503 3.12606 2.9939 3.19906 2.53819 2.41108 2.47468 2.34189 1.96399 3.90681 3.37382 1.94836 1.94043 2.54238 1.46725 1.4627 1.46113 1.46071 1.25246
threshold=0.094385000000000011 0.051320000000000005 -0.060129999999999996 -0.10607499999999999 0.23246000000000003 -0.0025349999999999995 0.14059500000000003 0.093140000000000014 -0.14723499999999998 0.062655000000000016 0.082865000000000008 -0.032739999999999991 0.099100000000000008 0.092630000000000018 -0.49013999999999996 0.13439000000000004 -0.0029299999999999994 -0.080979999999999983 -0.069799999999999987 0.086785000000000015 0.086665000000000006 1.0000000180025095e-35 0.013900000000000001 0.0051600000000000005 -0.07167999999999998 0.091015000000000013 0.50822500000000004 -0.10324499999999999 0.090835000000000013 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=2 5 3 9 6 19 -3 8 -7 10 16 -4 13 14 -13 -9 -1 -18 -19 21 -21 -2 -5 -10 -25 -26 27 28 -6 -16
right_child=1 4 11 22 26 7 -8 15 23 -11 -12 12 -14 -15 29 -17 17 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0021862644525154581 0.0029182057201672012 -0.0022331392509246139 -0.0031741750237369863 -0.0027237077366850599 0.002419049120450613 -0.0031908039019221466 0.0031812901323010666 -0.002708276031689584 0.0028321123592704735 -0.0030108253010467001 -0.0030138963566338746 -0.0009942435266081049 -0.0021327441258264996 -0.0016256201539642985 0.0031199949475833829 0.00084260145797484924 0.0029912313260267061 -0.0021960362531198794 0.0010936104283032081 -0.0020387007399149224 0.0025457877855128005 -0.0018892668717342656 0.0010497340483565836 -0.0014826374637175418 0.00048873393812560529 0.0030305788636711428 0.0026143927159096346 -0.0010495491802024041 -0.00035814384318172795 0.00089023047972485727
leaf_weight=2.317754454910756 17.156660214066513 12.587477318942549 2.4815639276057508 43.745916470885277 3.2640781849622718 2.0099612679332557 1.170104146003722 4.1600855663418761 5.163374811410903 3.5557251498103133 2.5133654326200476 3.2407992258667973 3.9121452793478957 3.4092910364270201 4.9896552041172963 2.4506882801651955 3.151078399270772 2.3912937454879275 5.4055582173168677 2.3140199258923522 3.7027068771421909 1.1963211894035328 1.0740216970443714 2.8206212073564556 3.8828119449317411 3.1521326154470444 2.780156046152114 3.6269088052213183 2.6119155734777451 3.1471021305769682
leaf_count=33 275 268 38 1671 27 29 12 38 58 75 57 34 77 39 28 18 21 22 45 15 39 12 6 22 29 29 28 28 16 32
internal_value=0 0.000605361 -0.00161599 -0.00204639 -0.00053627 0.00122459 -0.00177263 0.000265513 0.000908946 -0.00068592 -0.000162015 -0.00031234 6.74574e-05 0.000649563 0.00133132 -0.00139193 0.000378313 0.000921253 8.46761e-05 0.00215494 0.000782604 0.00260484 -0.00263328 0.00145761 0.000737501 0.00162765 0.000848512 0.000331889 0.00118457 0.00225758
internal_weight=0 74.05 85.3353 64.1547 26.0406 48.0094 13.7576 23.6397 17.0289 19.3348 15.7791 21.1806 18.699 14.7868 11.3776 6.61077 13.2657 10.9479 7.79685 24.3697 6.01673 18.353 44.8199 15.0189 9.85557 7.03494 12.2831 9.5029 5.87599 8.13676
internal_count=3121 943 2178 1930 379 564 280 223 167 253 178 248 210 133 94 56 121 88 67 341 54 287 1677 138 80 58 99 71 43 60
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 31 151 3 376 50 47 457 39 42 1 52 39 3 3 1 48 1 0 457 49 52 52 149 1373 3 3 52 0 2
split_gain=32.0079 12.9984 10.7009 10.0252 6.66295 5.48928 5.12906 3.80544 3.84489 3.19723 3.17171 3.03355 2.73741 2.38436 1.9966 1.88712 2.26421 1.80367 1.68088 1.34144 1.25137 0.867937 3.44541 0.745001 0.727683 0.743649 1.20064 0.715568 0.564636 1.40503
threshold=0.27834500000000006 -1.0000000180025095e-35 -0.27559499999999998 0.30112000000000005 0.048375000000000008 0.11875500000000001 0.12794000000000003 0.080930000000000016 0.14059500000000003 -0.088934999999999986 0.089770000000000016 -0.0092699999999999987 0.08568000000000002 -0.52915999999999996 0.10299500000000002 0.11230000000000001 -0.064549999999999982 0.12337000000000002 -0.15350499999999997 -0.23144499999999998 0.13984500000000002 -0.077024999999999996 -0.088614999999999985 0.088915000000000008 0.084345000000000017 0.149315 0.11296500000000002 -0.0073049999999999999 -0.11991499999999998 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=1 -1 -2 4 7 6 15 8 13 -6 21 -5 -11 -3 -12 16 -4 19 -18 -15 -19 22 -9 -17 25 26 28 -23 29 -21
right_child=2 3 5 11 9 -7 -8 10 -10 12 14 -13 -14 17 -16 23 18 20 -20 24 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0026450532381100448 -0.0033360451944446398 0.00043395020564388176 0.0025205880763893643 0.0025291526452649359 -0.0022386007554920659 -0.0022012469007269388 -0.0024850374364328888 -0.0027499647510292255 0.0013934217245737466 -0.00081549164053715782 0.0012083200707070539 -0.0012641883559840138 0.0022331064543468621 -0.00035321625230007683 -0.0013631392895788854 0.0024732177449549165 0.0012810355990162073 -0.0019929468116854365 -0.0015243767202163343 -0.0022489201373199351 -0.00016769273081825299 -0.0029311087743830416 0.0010914558899643826 0.00055868936270054941 -0.0032593885174374559 -0.0035766180847447595 -0.0005620492741419238 -0.0013515646437951101 -0.0024222120477944732 -0.00048930798810566817
leaf_weight=3.1020598858594886 3.1672451496124294 1.6322806775569905 2.6325195282697678 3.1337845027446747 2.7306442782282829 2.333001345396041 1.574894543737172 2.9751142337918282 1.4678816236555565 3.0268132574856264 3.6262231580913058 1.691368669271468 3.1132763065397739 1.6874854303896416 2.7791283205151558 11.975418843328951 2.1819272823631763 5.094113212078808 2.2712291441857912 19.126625724136833 3.1782616376876831 4.6792568936944017 2.058269515633584 1.1618122421205033 4.9709414541721335 2.6450259387493125 1.920267954468726 2.1956762969493866 164.03259460628033 2.6980575658380976
leaf_count=48 15 10 36 46 17 14 10 33 15 24 32 21 43 19 17 206 19 34 23 155 21 43 15 17 44 11 13 21 2072 27
internal_value=0 -0.00199777 0.000608837 -0.00205766 -0.00212436 0.00112662 0.00148279 -0.00220027 -0.00228792 -0.000183625 -0.00120264 0.00119947 0.000730272 -0.00231403 9.26256e-05 0.0017918 0.000842321 -0.00233587 -0.0001498 -0.0023797 -0.00129168 -0.00189934 -0.00117912 0.0023039 -0.0023972 -0.0023747 -0.00235777 -0.00242664 -0.00237632 -0.00203139
internal_weight=0 243.565 27.298 240.463 235.638 24.1308 21.7978 226.767 208.454 8.87073 18.3137 4.82515 6.14009 206.986 6.40535 20.2229 7.08568 205.353 4.45316 197.081 8.27237 11.9083 5.03338 13.1372 195.394 190.423 187.778 6.87493 185.857 21.8247
internal_count=3121 2781 340 2733 2666 325 311 2582 2421 84 161 67 67 2406 49 301 78 2396 42 2341 55 112 48 223 2322 2278 2267 64 2254 182
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 151 3 50 133 47 12 39 457 1 457 3 1 48 52 0 13 457 49 48 42 484 12 132 3 457 160 0 52
split_gain=32.94 13.843 10.7307 9.3463 5.68689 5.3656 4.81507 3.70668 3.53665 2.90064 2.57297 3.24404 2.26268 1.69701 2.17825 1.62741 1.57066 1.50912 1.38642 1.2123 1.05315 0.911172 0.877454 1.07913 3.74429 1.49422 0.857856 1.1286 1.75099 1.3084
threshold=0.27834500000000006 1.0000000180025095e-35 -0.27559499999999998 0.20828500000000003 0.11875500000000001 -1.0000000180025095e-35 0.12794000000000003 -0.095379999999999979 0.15438500000000002 0.080930000000000016 0.086105000000000015 0.41022000000000008 -0.52915999999999996 0.11230000000000001 -0.064549999999999982 -0.0092699999999999987 -0.15350499999999997 0.0015850000000000003 -0.23144499999999998 0.42011000000000004 0.088965000000000002 0.094935000000000005 -1.0000000180025095e-35 0.084100000000000022 0.081465000000000024 0.10732000000000001 -0.0029299999999999994 -0.082179999999999989 -0.13027499999999997 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -3 13 -7 9 12 20 -12 -1 14 -4 -5 -16 21 -14 22 -11 -9 -20 24 26 -25 -24 -28 -29 -30
right_child=2 5 4 15 -6 7 -8 17 -10 10 11 -13 18 -15 16 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=0.00041643693092711036 -0.0032240933288800282 -0.002338133093080447 0.0024516738490897275 0.0024034020408254309 -0.0021683455511223469 -0.0014876085548409428 -0.0022462330636387464 0.0024301656652736901 0.0011124077909934118 -0.0023958619183096406 0.00070586477725249929 -0.0022341053526056965 -0.0002258103430991161 0.0022390360798514169 0.0013174674450685769 -0.00026334438864280028 -0.0012818650942264395 1.4061128591016622e-05 -0.0025499572179057861 -0.00039161569180335792 -0.00057777649645265894 0.00030393800138426999 -0.0029858397917086128 -0.0023130335911149633 0.00064113421140765269 -0.00074152064150508719 -0.0026103465517275993 -0.00058847409444237381 -0.0023242113457498177 -0.00077322304005992084
leaf_weight=1.613985814154147 3.0868747606873539 3.2618035376071921 2.7955788820981979 2.3485603146255016 2.2908393964171401 2.5549768246710292 1.567587949335574 5.578752998262642 1.6717629805207241 7.6524767205119151 5.1953989937901479 2.8314157798886299 1.7038919813930977 13.373462777584789 2.1943710260093212 2.1315869390964499 2.3514807559549906 2.3941450119018555 37.0918038636446 1.7404881864786137 1.9527431726455686 1.1949473507702348 4.1325451433658591 118.08355510234833 2.7426632456481448 3.0301240161061278 8.2643117085099238 5.6260138303041485 13.306855633854868 3.3180901110172263
leaf_count=10 15 25 36 38 14 20 10 89 15 84 39 17 18 223 19 24 23 18 448 17 14 16 31 1548 27 14 80 39 122 28
internal_value=0 -0.00188772 0.000659192 -0.00202501 0.00114701 0.000168627 0.00148785 0.000866118 -0.00208937 -0.00211389 -0.00125459 -0.000331194 -0.0021894 0.00177043 0.000916794 0.0011346 -2.71167e-05 0.00152208 -0.00221053 -0.00222767 -0.00202624 0.00205508 -0.00224401 -0.00217241 -0.00184426 -0.00227372 -0.002041 -0.00191304 -0.00165406 -0.00201466
internal_weight=0 239.423 27.6602 224.438 24.5733 14.9846 22.2825 11.7228 219.958 218.286 17.632 8.02681 200.654 20.7149 7.34143 4.48015 4.54585 9.16785 199.04 197.336 9.60522 6.7737 195.596 158.504 37.3905 121.114 34.6478 30.5153 22.251 16.6249
internal_count=3121 2781 340 2613 325 168 311 143 2551 2536 154 56 2382 301 78 62 42 123 2372 2354 98 105 2337 1889 327 1562 300 269 189 150
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 151 4 3 43 130 457 1 38 14 150 3 474 42 0 42 12 1429 48 16 3 0 16 4 457 16
split_gain=60.3944 13.3996 12.6375 8.67192 8.24319 5.28984 5.21723 5.12841 4.92652 4.15674 3.62509 3.24857 3.05606 3.03722 2.78888 2.60206 2.39836 2.2646 2.06346 2.2083 1.95463 1.82083 1.8143 1.80465 1.55786 1.41484 1.03741 2.09754 1.02136 1.01333
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 -0.084129999999999996 0.40124500000000002 0.10732000000000001 -0.079109999999999986 -0.012214999999999998 0.080930000000000016 1.0000000180025095e-35 0.10657000000000001 -0.45687499999999998 0.09487000000000001 -0.097604999999999983 0.084660000000000027 -1.0000000180025095e-35 -0.060129999999999996 0.084635000000000016 0.051320000000000005 0.084665000000000004 0.11951500000000001 -0.16927999999999996 -0.10023499999999998 0.062580000000000011 -0.056919999999999991 -0.0016099999999999997 -1.0000000180025095e-35 -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=2 12 8 4 9 -6 7 15 11 -3 20 17 28 -7 16 18 24 -1 21 25 22 -4 -11 -22 -10 -20 27 -26 -2 -15
right_child=1 3 6 -5 5 13 -8 -9 14 10 -12 -13 -14 29 -16 -17 -18 -19 19 -21 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0018586327527409989 0.00080931382008014483 0.0013099149463793773 -0.0021726808686867139 0.0020596032512093026 -0.0013311089662120178 -0.00021164057477881507 0.0022663884075579182 0.00039395252401794491 -0.00023799815500666178 0.00011213457037447013 0.00097307413209401518 0.0017484087582895673 4.6079633777563603e-05 0.0011735100213946133 0.0006563149854594666 -0.0021986173206404416 0.0001569343699356958 0.00085510292350461431 -0.0022747734228014821 0.00095035604802459707 -0.00055861142770831883 0.00036318307953562672 -0.0019743339842343698 -0.0022041074090946595 6.3623738294616249e-05 -0.00027990109283350053 -0.002247270595253037 -0.0020279231578694485 0.0023883601746106571 0.0023726642358070167
leaf_weight=2.7879125848412514 2.0198824033141198 3.472142510116103 12.444363866001369 8.8923759832978231 4.1026778146624592 4.2271898835897508 1.3302179127931584 4.0396044701337805 3.5811526440084043 5.6345957629382664 3.2181177586317053 5.8132091239094734 3.2578638941049567 5.5460250303149259 4.0310814082622519 87.815329387784004 4.6235831677913657 2.7176663279533368 3.2810858935117704 2.786931686103344 3.8713822141289791 1.4108264707028855 2.7879384458065033 12.994260743260377 3.4089548103511333 3.0890580266714096 9.5907780863344634 5.7911107726395201 19.833265081048012 7.3109570667147548
leaf_count=26 16 24 177 83 26 29 9 18 22 39 19 43 18 40 22 1712 39 15 25 19 21 11 21 165 24 23 104 52 218 61
internal_value=0 0.000653577 -0.00153855 0.000125973 -0.000197444 0.000825937 -0.00189911 -0.00194734 -0.000549176 -0.00087547 -0.00114166 0.000645479 0.00195746 0.00134394 -0.000984997 -0.00203268 -0.00123008 -0.000519077 -0.00139947 -0.000620261 -0.00141077 -0.00191446 -0.000578506 -0.0018264 -0.00151674 -0.0013074 -0.00176044 -0.00125293 0.00224241 0.00185539
internal_weight=0 87.1687 158.543 62.0577 53.1653 21.1868 116.197 114.867 42.3454 31.9784 28.5063 11.3188 25.111 17.0842 31.0267 110.828 26.9956 5.50558 23.0123 9.15708 25.2882 13.8552 8.42253 16.8656 22.372 6.37014 18.7908 9.20007 21.8531 12.857
internal_count=3121 780 2341 528 445 156 1994 1985 347 289 265 84 252 130 263 1967 241 41 255 67 246 188 60 186 202 48 180 76 234 101
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 9 3 3 16 0 123 160 48 12 3 49 124 47 0 48 42 42 1 16 157 48 2 2 4 0
split_gain=26.9722 9.51858 5.89211 4.45388 4.4048 3.97123 3.51115 3.53355 3.21677 3.28263 3.21104 3.04323 3.13063 3.67342 2.89524 2.84583 2.73106 2.53689 2.37788 1.74114 1.48825 2.67649 1.42239 1.26987 1.22014 1.74707 1.12936 0.871743 1.34962 0.860218
threshold=0.104035 0.079890000000000017 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.036024999999999995 0.10732000000000001 -0.097604999999999983 0.064860000000000015 -0.04917499999999999 1.0000000180025095e-35 -0.079279999999999975 0.12737000000000001 0.11734000000000001 -0.15121499999999996 -0.016249999999999997 -0.088544999999999985 0.094460000000000002 -0.23001499999999997 0.085130000000000025 0.092395000000000019 -0.076394999999999977 0.12205500000000001 -0.094359999999999986 -0.08107499999999998 0.093265000000000015 -0.080614999999999978 0.085785000000000014 -0.00027999999999999998 -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=1 5 16 4 8 -1 7 15 9 11 14 -4 13 17 -7 -3 -2 29 19 -16 21 -12 -10 -21 -17 -26 -11 28 -20 -13
right_child=2 6 3 -5 -6 10 -8 -9 22 26 20 12 -14 -15 18 24 -18 -19 27 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0042572334136058761 -0.00082652391887088098 0.00073776316110588818 -0.0029544303178600699 0.0034476985471894313 0.0039550827454828902 0.00091596609502860114 0.00030855850505255708 -0.0031573689904433608 -0.0034489808727038783 0.00061608466037704941 -0.0011227660329181358 0.0038246380269269828 -0.0024566613003722711 -0.003039095081455348 0.0013561093107552289 -0.00012641830156499538 0.0030137601274525844 -0.00075526316944622566 3.3721448916391458e-05 -0.0031720133047219916 -0.0016435718599179881 0.0031447389172697396 -0.0008821646432103957 -0.00016505635435681772 -0.0029939189450259892 0.00082815628437122408 0.0033879739098890472 -0.0033002763485861257 -0.0032871416326846923 0.00166948227611216
leaf_weight=1.611806385219096 2.2078890204429618 4.201345574110749 4.2269111350178781 3.6924970149993888 2.4156336933374396 4.5996221974492064 4.0240481384098521 55.166438736021519 4.3844579011201841 2.7303365767002106 2.3341922760009766 2.9465863890945903 3.9364298805594435 2.1767650023102751 3.0940748862922209 2.3927186038345125 12.524234451353548 3.6128638572990885 2.4811842180788517 2.7405328415334225 1.8425739221274851 4.1169726029038411 4.3683851435780525 2.9621622711420059 11.732675537466998 1.351857529953121 3.2791653014719548 8.6559476442635042 2.480498336255553 5.1724072396755174
leaf_count=19 21 37 35 60 25 29 19 1732 90 21 21 31 27 17 31 31 206 22 28 19 18 43 39 22 208 15 41 127 31 56
internal_value=0 -0.00196392 0.000700887 0.000104865 -0.000209617 -0.000629762 -0.00258846 -0.00274421 -0.000482742 4.25215e-05 -0.000852854 -0.000525453 4.98925e-05 0.000759299 -0.00138484 -0.00158599 0.00243822 0.00146407 -0.00185698 -0.000566802 0.000879899 0.00160065 -0.00216793 -0.0016101 -0.00221678 -0.00259903 0.0021286 -0.00269042 -0.00162648 0.00245164
internal_weight=0 115.789 57.6746 42.9424 39.2499 36.9196 78.8691 74.845 36.8343 28.0815 35.3078 22.072 17.8451 13.9086 27.014 19.6786 14.7321 11.7319 22.4144 8.79677 8.29374 6.45116 8.75284 5.7027 15.4773 13.0845 6.0095 13.6176 4.96168 8.11899
internal_count=3121 2430 691 464 404 388 2042 2023 379 250 369 188 153 126 287 291 227 109 258 72 82 64 129 41 254 223 62 186 59 87
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 9 3 47 159 4 3 123 15 3 49 1375 124 0 16 48 48 42 42 16 157 48 2 48 2 4
split_gain=30.5147 10.1989 6.55833 4.80548 4.48798 4.1361 3.76457 3.68899 3.74531 4.18253 3.56672 3.46668 3.09416 3.02193 2.94651 2.837 2.8036 2.52313 2.00724 1.83681 1.80749 1.64028 2.86695 1.2693 1.25745 1.74096 0.98039 0.927571 0.876834 1.39673
threshold=0.104035 0.079890000000000017 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.036024999999999995 0.10732000000000001 0.085770000000000027 0.083335000000000006 -0.013514999999999998 -0.097604999999999983 1.0000000180025095e-35 -0.43375999999999998 -0.15121499999999996 -0.016249999999999997 -1.0000000180025095e-35 -0.088544999999999985 -0.23001499999999997 -0.069144999999999984 0.085130000000000025 0.085130000000000025 0.092395000000000019 -0.076394999999999977 -0.094359999999999986 -0.08107499999999998 0.093265000000000015 0.090935000000000016 0.11553500000000001 0.085785000000000014 -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=1 5 16 4 7 -1 10 8 9 -4 14 13 -11 -7 -3 -14 -2 20 27 26 -15 22 -13 -22 -16 -26 -17 -9 29 -19
right_child=2 6 3 -5 -6 11 -8 18 -10 12 -12 21 15 17 24 19 -18 28 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035240335703394291 -0.00062760741906156157 0.00057808026618002325 -0.0024467852105055556 0.0029029026033093037 0.0033065479353597996 0.0007593422122164254 0.00031101011949737301 -0.0014764697197504407 0.0023280795808329792 -0.0018426916358875948 -0.00266328394874086 -0.00097226050039093785 -0.0016237076418908166 0.0011434155890756904 -0.00015446629912362699 0.0010380823293856599 0.0025627574363780172 -1.8542148257890132e-05 -0.0026430932524254317 -0.0006884194221916187 -0.0026630546922337592 -0.0014321473096064385 0.0026521213085148516 -0.00017538845858491709 -0.0025312562165454291 0.00059206691856760244 0.0029711365610931898 0.00048019196759800848 -0.0027848452075901792 -0.0027759438815630828
leaf_weight=1.6950146481394757 2.294048022478818 4.3329163081944015 4.8978298604488364 3.970222331583499 2.4806079640984526 4.6877389028668395 4.0216008313000193 3.6607254780828953 4.7747846692800513 3.4679238051176062 60.000210285186768 2.4214113727211952 2.3401218950748488 3.1611938700079936 2.4973097555339399 3.0574899762868881 13.50342410430312 2.5844000391662121 6.2193063832819444 1.9261541813611982 2.7882903292775154 1.9361977726221082 4.3359430842101556 3.0655269473791122 12.41481876187026 1.4153525531291951 4.8003161661326885 3.2614960595965385 9.0933203324675542 2.6474882774055031
leaf_count=19 21 37 69 60 25 29 19 24 46 25 1732 21 14 31 31 23 206 28 85 15 19 18 43 22 208 15 56 22 127 31
internal_value=0 -0.00169115 0.000621045 0.000100383 -0.00017175 -0.000550908 -0.00220843 -0.000396409 0.000199982 -0.000295932 -0.00233405 -0.000739002 0.000379703 -0.00119558 -0.00137791 0.00101539 0.00209946 -0.00158821 -0.00154297 0.00164661 -0.000482359 0.00073299 0.00135337 -0.00136031 -0.00189698 -0.00221162 0.00221898 -0.000554563 -0.00228413 -0.00141387
internal_weight=0 123.099 60.6545 44.857 40.8868 38.4165 84.6822 38.4061 25.2646 20.4898 80.6606 36.7215 15.592 28.028 20.6604 12.1241 15.7975 23.3402 13.1415 9.78396 9.01501 8.69355 6.75735 5.85382 16.3275 13.8302 7.85781 6.92222 14.3252 5.23189
internal_count=3121 2430 691 464 404 388 2042 379 248 202 2023 369 133 287 291 108 227 258 131 94 72 82 64 41 254 223 79 46 186 59
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=1 12 12 2 3 3 3 38 4 52 51 457 48 484 43 43 1 12 151 159 42 11 12 4 1373 1 474 160 0 3
split_gain=24.3336 7.58008 6.94091 4.57349 3.52197 3.4617 3.78182 3.14318 3.09388 2.79542 2.81148 2.45254 2.66416 2.43514 2.33786 2.31062 2.22332 3.61406 2.87092 2.1252 2.53949 2.75026 2.72174 2.0998 1.97873 1.69682 1.32068 1.36701 1.40837 1.44963
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.14838000000000004 0.31299000000000005 0.10732000000000001 -0.097604999999999983 0.10657000000000001 0.50996500000000011 0.19022000000000003 -0.096089999999999981 0.080930000000000016 -0.065224999999999991 -1.0000000180025095e-35 -0.079109999999999986 -1.0000000180025095e-35 0.12811000000000003 0.092355000000000007 -0.00099499999999999979 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 0.085440000000000016 0.2623950000000001 0.084905000000000022 1.0000000180025095e-35 0.083260000000000015 -1.0000000180025095e-35 -0.23091999999999999 -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=1 9 7 4 8 6 19 24 11 10 -1 13 -13 -4 25 -16 17 18 -15 20 -3 22 -22 -20 -2 -12 27 -17 -29 -30
right_child=2 5 3 -5 -6 -7 -8 -9 -10 -11 14 12 -14 16 15 26 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0030211719007800751 0.0030265237202559557 -0.0029987640598514902 -0.0030698012034001002 0.0026047758738598106 0.0030326799334722604 0.00028600279588486912 -0.0028101298384245743 -0.00066304390295610549 0.0019075396384131563 -0.0033060227798325454 -2.0255053813347111e-05 0.0033436512671389507 -0.00085877455965849855 -0.0020538076371612994 -0.0028410654627459438 -0.0024544895377941506 0.0006449652234891733 -0.0025384594702286363 -0.00024215540945710849 -0.0033908683948062541 -0.0017316596386374034 -0.0027099346004273639 0.0016620234235671001 0.0030048361962402466 -0.00092003718430992741 0.002678022566143932 0.0017618341628642547 0.0019932649221707874 0.0012001791094418657 -0.0012299257847171487
leaf_weight=2.8801348358392742 11.769562680274246 3.3410100676119336 4.3087331932038095 4.5818739868700495 2.292449325323104 3.9937157109379759 49.854404209181666 2.6824186444282523 3.657354235649108 2.8250889666378489 3.9172315709292951 2.1959704123437405 2.6302368156611911 3.902026042342186 3.0834649335593083 2.3874608501792052 6.4940125718712798 9.268986549228428 4.1865634471178108 3.1583998017013064 2.7626595273613912 2.6514519192278394 5.833772175014019 2.5378703065216541 1.1022619977593411 3.5017243511974812 2.3674647919833651 2.0684663951397004 2.6816941872239175 7.1123885735869079
leaf_count=61 224 88 60 61 40 18 1713 18 37 36 31 26 19 32 41 24 59 125 47 50 33 42 50 22 10 40 17 11 14 72
internal_value=0 -0.00174827 0.000483784 -6.56171e-05 -0.00036063 -0.00226212 -0.00241265 0.00211056 -0.000559166 -0.000627516 -0.000375282 -0.000813121 0.00105337 -0.00110656 -9.42882e-05 -0.00060177 -0.000786013 -0.00125309 -0.000131928 -0.00129608 -0.000842578 -0.000202116 0.000571386 0.000983293 0.00268857 0.00125332 -0.000186256 -0.000509908 -0.000118541 -0.000564545
internal_weight=0 104.421 61.6103 46.0561 41.4742 71.5954 67.6017 15.5542 39.1818 32.8251 30 35.5244 4.82621 30.6982 27.1199 19.7009 26.3895 19.8954 10.6265 17.7473 14.5889 11.2479 8.59643 6.72443 12.8718 7.41896 16.6175 14.25 11.8625 9.79408
internal_count=3121 2341 780 528 467 1994 1976 252 427 347 311 390 45 345 250 179 285 226 101 263 213 125 83 69 234 71 138 121 97 86
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 4 151 150 4 3 9 150 4 1 52 4 484 151 15 51 12 1429 455 47 12 16 2 43 0 43 13 13 51 43
split_gain=21.3919 6.36921 7.08715 6.176 5.26544 5.04461 4.63232 4.15973 3.45973 3.21699 2.97019 2.82248 2.60136 2.58013 2.54325 2.41898 2.08825 3.24877 2.00257 1.7655 1.57893 2.84929 2.38713 2.15582 1.33263 2.95892 1.31585 1.52422 1.22878 1.22616
threshold=0.094465000000000007 0.27044500000000005 -0.27559499999999998 0.080470000000000014 -0.15764999999999998 0.090900000000000009 -1.0000000180025095e-35 -0.07848999999999999 -0.49405499999999997 0.13146500000000003 0.10347000000000002 0.40124500000000002 -1.0000000180025095e-35 -0.0093999999999999986 -0.074054999999999996 0.084305000000000019 0.084100000000000022 0.084990000000000024 0.08729000000000002 0.13148500000000005 -0.096104999999999982 -0.13088499999999997 0.10774000000000002 -1.0000000180025095e-35 -0.084044999999999995 -0.083684999999999996 -0.13710499999999998 -0.0090849999999999976 0.045645000000000005 -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 3 -3 6 8 11 -2 -8 10 20 -1 16 -4 18 -15 -7 17 24 -5 -11 -9 -22 -23 -24 28 -26 -10 -28 -6 -18
right_child=1 2 12 13 5 15 7 9 26 19 -12 -13 -14 14 -16 -17 29 -19 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0034008606425977189 0.0038681356329191398 -0.003444233386391762 -0.0014281023285998193 0.0032863498069699939 -0.0028499088043294303 0.0014545337767951803 0.0023322968411441393 -0.0047914517511991085 -0.0010786307311137465 0.0023691011317517122 0.00067521717554484438 0.0029797071690204342 0.0022370385848479927 0.0022644832639056481 -0.0021544876139872765 -0.0019648881026009019 -7.5182257231038796e-05 0.0027488310699545896 -0.00036662367243269753 -0.00096326242793844336 -1.3490285811255847e-05 -0.003189869016859667 0.0025286629072831484 -0.0020275064945741079 0.0025687883433869151 -0.0031131747288612294 0.0032857190882026976 0.00041820528685109176 -0.00079267535874194474 -0.0029320150637352099
leaf_weight=4.1565017960965625 1.5509226247668291 2.260099038481715 1.7748917005956233 5.7509176060557365 11.221894450485708 4.4172910749912253 2.4709291607141557 1.7009310573339558 2.1933109611272812 2.2349597848951808 2.3753120098263025 0.80054504424333472 21.124799743294712 1.8915787339210508 2.6353973858058435 2.8960000090301037 1.3077857140451659 1.2936564292758692 1.6280488334596155 3.3729429468512535 5.1917037405073758 11.34089744463561 1.2808873169124124 2.7920722868293533 1.5360359195619824 1.5638566464185721 2.5449950322508812 4.079734815284608 3.1422151662409314 44.273226192221045
leaf_count=64 21 15 17 89 244 29 30 10 11 22 18 6 304 24 20 23 21 12 19 30 39 228 16 53 29 34 22 35 35 1601
internal_value=0 0.000301964 0.00146813 -0.000367269 -0.00186164 -0.00218939 -0.00103362 -0.00128382 -0.000314615 -0.00160391 -0.00191858 -0.00244648 0.00195296 0.00142014 -0.000308038 0.000100472 -0.00251399 -0.00169738 0.00248038 0.00036481 -0.00209885 -0.00187658 -0.00250411 -0.000594657 -0.00202674 -0.00029769 0.000873497 0.00151981 -0.00239988 -0.00285005
internal_weight=0 69.002 25.1598 43.8422 87.8024 72.4525 31.9362 30.3853 15.3499 27.9144 6.53181 65.1392 22.8997 11.9059 4.52698 7.31329 64.3387 18.7577 7.37897 5.6079 22.3065 20.6056 15.4139 4.07296 17.464 3.09989 8.81804 6.62473 14.3641 45.581
internal_count=3121 937 336 601 2184 2034 449 428 150 398 82 1982 321 152 44 52 1976 354 108 52 346 336 297 69 342 63 68 57 279 1622
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 12 12 3 130 4 47 4 3 51 52 43 133 38 3 1 43 0 42 1429 474 4 4 150 14 151 16 16 4 0
split_gain=41.3331 11.0066 10.4042 6.88832 5.7269 4.67804 5.57852 4.24284 4.14016 3.53652 3.50119 3.03669 2.93167 2.90423 2.7418 2.33444 2.3299 1.87381 2.22726 2.135 1.84531 1.96263 2.5339 1.83845 1.87621 1.802 1.26912 1.24958 1.18997 1.13771
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.16158000000000003 -0.012214999999999998 -0.013125 0.090280000000000013 0.40124500000000002 0.10732000000000001 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 0.10657000000000001 -0.097604999999999983 1.0000000180025095e-35 -0.074359999999999996 -0.060129999999999996 0.084635000000000016 0.084895000000000012 0.083260000000000015 0.0061450000000000003 -0.0016099999999999997 0.12187000000000002 -0.10708499999999999 -0.084129999999999996 -0.046599999999999996 0.054560000000000004 0.24564500000000003 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 9 13 4 -4 27 23 8 14 -1 11 15 -13 -2 17 -11 -8 19 29 -3 21 22 26 24 -7 -26 -14 -6 -27 -19
right_child=2 7 3 -5 5 6 16 -9 -10 10 -12 12 20 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0029638812127995161 0.0028197715433142968 -0.0027406425791811038 0.0023088051532302411 0.002556493593858697 -0.0010666503723134359 -0.00023965098297040421 0.00016557751638343219 0.0028004477360250631 0.00029960000018075251 -3.9607143669643147e-05 -0.0032236891707651968 -0.0026732719284190344 0.00091161368062197309 -0.00012850329087161325 -0.0027784935493357027 0.0027790834563055367 -0.0025053749786111386 -0.0027509533995689066 0.0014868552922906644 0.0011114564398636943 0.0019480188048239062 0.00081580069208640272 -0.0032450799947141003 -0.0011482025591829411 -9.6820265545226444e-05 0.00074401461493030024 -0.0015403026641758646 -0.0030286905047541609 0.0030155525579123356 -0.0003300181931498897
leaf_weight=4.0599802210927001 17.774570245295767 10.269176039844753 5.6757482029497615 7.5080678537487975 4.0636640563607198 5.1072589084506079 3.6117218025028706 1.1969882920384396 4.1086024940013877 4.4217549152672309 2.7390569262206546 3.9539106786251095 3.3972677066922214 2.9066997766494742 65.926000755280256 4.3662935495376587 7.5393602773547155 2.9821073412895185 2.5642942376434803 1.2016841173171986 2.8444645628333083 5.6917735598981372 3.0959580391645423 3.1173816919326773 2.9390841946005866 2.3887623324990255 2.9481277801096439 6.0261373743414879 6.1993541121482849 2.8276435099542141
leaf_count=69 234 178 50 83 36 38 35 9 18 31 28 52 20 18 1712 40 64 25 19 10 18 34 29 23 20 17 26 106 56 23
internal_value=0 -0.00180026 0.000755464 0.00012562 -0.000265461 -0.000621888 -9.40707e-05 -0.00231371 -0.00238182 -0.000553862 -0.000261422 2.70385e-06 -0.000541509 0.0024054 -0.00251026 0.00136084 -0.00164028 -0.00161919 -0.000635783 -0.0023371 -7.26583e-05 -0.00045247 -0.00121705 0.000778856 0.00114 0.00175127 -0.000227569 -0.00223848 0.00238373 -0.00157267
internal_weight=0 128.595 74.8578 54.1765 46.6685 40.9927 30.9029 91.0765 89.8795 37.5186 33.4586 30.7196 21.9315 20.6813 85.7709 8.78805 11.1511 19.8449 8.37405 11.4709 17.9776 15.1331 9.44135 19.7518 16.6345 11.5272 6.3454 10.0898 8.58812 5.80975
internal_count=3121 2341 780 528 445 395 253 1994 1985 347 278 250 179 252 1967 71 99 255 67 188 127 109 75 154 131 93 46 142 73 48
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 123 13 3 3 2 16 1 50 0 2 42 15 3 1 14 48 2 15 13 148 0 43 12 11 42
split_gain=31.7318 11.3283 6.81943 5.62698 4.3809 4.09737 3.87784 3.5142 3.29057 3.16152 2.81859 4.68071 2.51209 2.17058 2.57736 1.99415 2.57995 2.10016 1.82712 1.74211 2.00134 1.68764 1.67311 1.61188 1.57703 1.57665 1.04636 0.878101 1.81694 0.714518
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.28430999999999995 0.13796000000000003 1.0000000180025095e-35 -0.15078499999999997 -0.097604999999999983 -0.10023499999999998 0.11510000000000002 -0.061854999999999993 0.11588000000000001 0.11720500000000002 -0.23001499999999997 0.079055000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14186499999999996 0.09253500000000002 0.057600000000000005 0.12879500000000002 0.089775000000000008 -0.055554999999999993 0.10820000000000002 -0.079184999999999992 -0.10836499999999999 -0.24021999999999996 0.098330000000000015 1.0000000180025095e-35 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 27 15 23 -6 11 -4 19 21 -15 -8 -17 -18 -7 20 24 -10 -12 -1 -5 -13 -26 28 -3 -20
right_child=2 6 10 4 9 18 7 -9 13 -11 22 25 -14 14 -16 16 17 -19 29 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0022526763460747829 -0.0026639576859535728 0.0018177612997194528 -0.0015935458844811951 -0.00011330513643449052 -0.0027209363994119512 -0.00029582748606339301 -0.0029424456882230802 -0.0027825045850719387 -0.0016816430332147862 0.0017236946931780018 -0.0029172771982247424 0.00054365810044578768 -0.0013361980265166544 -0.00010972136584122322 -0.0029090096958170743 0.001210254859270937 -0.0030101209128058025 -0.00044190114425498634 0.0028362003697357577 -0.00062033900416243626 0.00017960372894579969 0.00072226842147147629 -0.00025353157651704974 -0.00055380506973410021 0.00061789311125814441 0.0033575639956934678 0.0028690328468300857 -0.0016931976891084678 -0.0015054967349275926 0.00068821283579408314
leaf_weight=3.0943549498915699 2.4415556713938704 2.7616558596491805 5.4019511044025439 1.5924922749400199 2.7807260677218428 3.8804588429629785 4.649010622873905 56.087005482986569 4.2045396566391009 2.2007038742303848 4.6743362545967102 3.0671445354819307 1.6279551535844792 3.4306886233389369 9.5611033923923952 3.4952394738793382 4.3190809153020382 5.6303889341652358 3.8810373730957508 1.6097992435097683 2.9878123030066481 4.8020301125943661 2.9537828639149657 3.1907279491424561 1.6930103339254881 3.0468101054429999 24.832097508013248 2.5525785982608795 2.326918113976717 1.71362904086709
leaf_count=25 47 16 38 16 25 34 115 1720 37 18 67 23 13 36 141 30 75 42 47 13 22 35 25 19 13 31 340 14 30 14
internal_value=0 -0.00166712 0.000789676 0.00141731 0.0016707 -0.000411817 -0.00224641 -0.00244 -0.000940069 -0.00075738 -0.000579613 0.000285612 0.00202289 -0.0014452 -0.00216981 -0.00137829 -0.000837422 -0.00155677 0.00116503 0.00219004 0.00233549 -0.00039995 -0.00188581 0.000827919 0.00256458 0.00194593 0.00272535 -0.000367112 0.000298092 0.00217828
internal_weight=0 119.58 60.9102 41.7662 39.3246 37.7586 81.8219 74.1807 28.2834 4.98143 19.144 11.5159 34.3432 21.9984 12.9918 18.0937 13.4447 9.94947 9.47513 32.7152 31.1054 9.00657 7.62812 6.28508 28.1176 6.11395 26.5251 7.64115 5.08857 5.59467
internal_count=3121 2430 691 507 460 388 2042 1982 293 43 184 92 417 249 177 262 147 117 95 404 391 72 92 44 369 54 353 60 46 61
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 39 16 50 47 128 2 14 16 1 133 159 52 48 457 159 1 44 16 15 42 3 2 4 4 14
split_gain=21.3443 6.82084 5.3077 5.74935 5.21493 4.1484 4.08692 3.82986 5.45851 2.94384 2.93202 2.8858 2.99223 3.52582 2.80812 2.75449 3.02183 2.32071 2.28642 2.11845 2.09458 1.89292 1.88059 1.73968 1.66553 1.34413 1.09958 1.09873 1.1645 1.09265
threshold=0.094385000000000011 -0.064509999999999984 -0.060129999999999996 -0.10607499999999999 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.10965000000000001 0.12033500000000001 0.088305000000000008 0.090790000000000023 0.062655000000000016 -0.014034999999999997 0.08592000000000001 0.10622000000000002 -0.032739999999999991 -0.12005499999999998 0.11926500000000002 -0.079829999999999984 0.092630000000000018 0.11392000000000001 0.083555000000000018 0.64105000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.013900000000000001 0.083215000000000011 -0.49013999999999996 -0.15289999999999995 -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=2 9 3 11 5 6 7 8 10 18 20 12 13 26 15 -4 -17 23 -2 27 24 -20 -8 29 -3 -5 -1 -18 -29 -12
right_child=1 4 14 25 -6 -7 22 -9 -10 -11 17 -13 -14 -15 -16 16 19 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00039687914530679876 -0.00097959861017119973 -0.0033807584695728509 -0.0030072261141281995 -0.0025900768262634697 0.0021954291506353163 0.0032388111189106256 -0.002418792001661002 -0.0021337301601882259 -0.0032235765552571529 -0.0022027909043910391 0.00050898272389478694 -0.0028778026060569104 0.0017670980359895307 0.00062778440498545039 -0.0029852077622523807 -0.0019616333135994849 -1.3719915824847785e-05 -0.0010341159223769996 0.0026209015837526145 -0.0012018967133301864 0.0012968311155663289 -0.00096252164695264189 0.0011099155479233202 -0.00040167890345919286 -0.00048776391757320313 0.00046779284688972672 -0.0026241876985692342 0.0027510804426540475 0.00058773518659441238 0.0027116022276159704
leaf_weight=0.95934240520000447 1.5632645636796976 1.8247244786471126 2.025406936183578 44.703939575701952 5.679543934762477 1.9837476573884476 9.5364026557654125 5.6772204469889394 2.8188848271965972 1.2116166688501824 1.9035798609256751 3.7967736739665261 3.5782672762870797 5.3991856724023819 2.7100022155791512 3.4038681313395562 2.8044422492384964 2.2688049077987662 13.40142333880067 2.7936525978147975 3.2986695803701878 1.0914002284407605 1.1597151737660158 1.9612135365605343 5.3771018479019457 1.0062765404582013 5.8814601115882397 4.4190260656178051 2.7720539011061032 8.1144565194845164
leaf_count=7 15 29 27 1671 85 23 180 80 22 10 20 75 24 39 44 61 24 12 245 31 25 12 16 17 63 6 108 26 35 89
internal_value=0 0.00030653 -0.00164689 -0.00201427 -0.000169787 -0.000462297 -0.000629387 -0.000176761 0.000226256 0.00172999 0.000619195 -0.000829313 -0.000337625 -0.000952925 -0.000500168 -0.000130518 0.000229298 0.00139234 0.00202677 0.000812419 -0.000429874 0.00235105 -0.0020362 0.00185189 -0.00122076 -0.00252276 -0.00220052 0.0013754 0.00191714 0.00229307
internal_weight=0 68.8718 86.2537 65.3252 51.6041 45.9245 43.9408 33.2447 27.5674 17.2677 24.7486 19.615 15.8183 12.24 20.9285 18.2184 16.193 14.2481 16.0561 12.7892 10.5005 14.4928 10.6961 11.9792 7.20183 45.7102 6.8408 9.99552 7.19108 10.018
internal_count=3121 943 2178 1930 661 576 553 357 277 282 255 253 178 154 248 204 177 138 272 116 117 257 196 126 92 1677 115 85 61 109
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 3 3 47 4 159 15 447 38 49 376 132 0 150 14 52 151 2 15 4 51 457 3 3 0 0
split_gain=18.7963 6.89281 5.73838 3.66701 3.50777 3.4931 3.55305 2.8311 3.77249 3.34369 2.58878 2.64487 2.53718 2.27357 2.05645 2.9301 2.00765 1.96793 1.9565 2.05715 2.03704 1.87725 1.80257 1.90289 2.35392 1.63186 1.56227 1.45076 1.38347 1.40226
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.10732000000000001 -0.097604999999999983 0.090280000000000013 -0.013125 0.083335000000000006 0.083195000000000005 0.084700000000000011 0.10657000000000001 -0.016249999999999997 0.049360000000000008 0.081465000000000024 -0.10096999999999999 0.12187000000000002 -0.23083499999999998 -0.063789999999999986 -0.084129999999999996 0.094835000000000017 -0.10203999999999998 0.0061450000000000003 0.087505000000000013 -0.079829999999999984 -0.12018999999999998 -0.10519499999999998 -0.060129999999999996 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 10 12 4 7 6 13 8 9 -4 11 14 25 -3 15 16 22 18 19 -10 -20 -16 -1 24 -24 -2 -18 -9 -15 -30
right_child=2 5 3 -5 -6 -7 -8 27 17 -11 -12 -13 -14 28 21 -17 26 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022901523270195427 -0.00065693158583066298 0.00079846622103413366 -0.0027468796120250134 0.0031602950633283031 0.0035850572449818738 0.00039500417963785625 -0.0029721557804128843 0.0006711360975449848 0.0015846853937253531 0.0025699597382550917 -0.0032165825474801532 0.0030739959841383935 -0.00051874907960009473 -0.0031047625425224615 -0.00077836151979790642 0.0023480203753355458 -0.00054577652937115909 -0.0014928770468424809 -0.00045541803768559019 -0.00243475673878497 0.0025674388545548566 0.0031369046431869918 0.00073440045227928853 0.0018756887042696404 -0.0029805146801217455 0.003160871837545202 -0.0031968209881830831 -0.0021517751270359385 0.00044110128100622041 -0.0026288238197859472
leaf_weight=3.6557310018688431 1.0945134758949269 3.6318481378257266 5.7273863069713071 2.9443612620234481 1.969949185848235 3.9021831378340712 39.134479047730565 1.9200124703347672 2.2119953706860542 1.2751040421426294 3.0816486552357665 1.8562047835439432 2.5081915929913512 4.7602685783058396 2.0319615043699732 2.2063422091305247 2.9102888703346323 2.8348799608647814 2.556745097041131 2.2798347435891673 8.5012496858835238 2.3041987381875515 3.5339205153286546 3.5825757272541523 2.6180836744606495 10.063856687396763 6.0023404546081967 9.7903174310922605 2.997966229915618 2.332684637978673
leaf_count=52 12 34 111 60 25 18 1668 14 24 13 69 18 18 142 23 21 17 25 20 18 96 21 27 28 22 222 129 122 23 29
internal_value=0 -0.00168405 0.000508434 -3.52667e-05 -0.000276104 -0.00231612 -0.00251627 -0.000481139 7.59801e-05 -0.00177872 -0.000622098 -0.000361679 0.0021798 -0.00121618 -0.000582764 -0.000916247 -0.00123917 0.000782411 0.00119722 -0.000455388 0.00186852 0.00130218 -0.000512334 0.00015531 -0.000846541 0.00278639 -0.00233116 -0.00168893 -0.00194128 -0.000902293
internal_weight=0 90.5427 55.6784 42.0118 39.0675 56.7594 52.8572 37.0975 25.3872 7.00249 33.7833 30.7016 13.6666 13.7228 28.8454 24.5093 22.3029 18.3847 15.5498 4.49183 11.058 4.33616 13.3903 9.73458 6.152 11.1584 8.91263 11.7103 10.0909 5.33065
internal_count=3121 2341 780 528 468 1914 1896 443 307 124 427 358 252 228 340 296 275 183 158 42 116 44 129 77 49 234 146 136 194 52
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 12 12 3 130 4 48 2 0 447 38 14 12 484 16 52 402 123 132 0 48 0 0 3 12 16 457 15 148 1373
split_gain=33.2742 9.54889 9.02831 5.68155 5.08111 4.35167 4.77605 3.88003 3.85154 3.13796 2.93356 2.82072 2.56686 2.52032 2.5176 2.07698 2.20264 2.21785 2.84969 2.09824 2.21023 1.54572 2.27423 1.48188 1.44528 1.34412 1.33248 2.87885 1.29259 1.24325
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 -0.012214999999999998 -0.013125 0.12649500000000002 0.090790000000000023 -0.060129999999999996 0.084700000000000011 0.10657000000000001 -0.10708499999999999 0.099100000000000008 -0.0068949999999999992 -0.51370499999999997 0.19022000000000003 0.0089800000000000019 1.0000000180025095e-35 0.081465000000000024 -0.13027499999999997 0.086260000000000017 -0.033209999999999996 -0.10324499999999999 -0.12711499999999995 0.09141500000000001 0.054560000000000004 0.083995000000000014 -0.090344999999999995 -0.066239999999999979 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 -3 25 7 21 14 13 29 -9 24 -1 -4 16 17 18 19 20 -15 22 -7 -21 -10 -6 -16 -28 -13 -2
right_child=1 3 8 -5 5 6 -8 11 12 -11 -12 28 -14 15 26 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023726710006681277 0.002683664385895759 0.0019854954712543167 0.0006220315098606281 0.0021263390067171252 -0.0009326790773260278 0.00062847733273624991 -0.002580086727077849 -0.00052660075408092347 -0.0016556481347070656 0.0021356426576512912 -0.00020152286144382603 0.00027372169162874743 -0.0022734625063692876 0.00095513945263445762 -0.0025553654955783331 -0.0028761250874958927 -0.0027203898744223593 0.00115369265179127 0.0018525662510812503 -0.00031913550544150415 -0.001541298363632071 0.00044025636644122012 -0.0022151325590786725 -0.002414084540280395 0.00053550022697850517 -0.0027078453649224594 0.0022132098476126657 -0.0026073567222615582 0.0024212071770428117 0.00029078081712151978
leaf_weight=5.6257084533572188 14.173545096069576 5.1457507647573939 1.6617740914225567 6.5574457794427863 4.4525532834231836 2.4531306624412528 4.2688040919601908 4.215578809380534 2.6513113640248758 2.3025895096361628 3.0393961966037741 2.2590022236108807 5.6264197565615168 5.354443635791549 58.65474559366703 2.2313359864056102 2.3053860664367667 5.8432601615786544 2.6084610074758521 3.0753949284553617 3.6690861880779266 4.4297247752547326 5.8299603164196006 6.3585396073758567 6.0995877720415592 6.3572234697639942 1.1573882065713408 2.2180842645466319 7.2207083739340225 1.471329778432845
leaf_count=77 229 50 23 83 41 15 32 36 21 19 18 21 91 36 1641 31 41 49 21 15 23 29 65 95 52 121 14 56 65 11
internal_value=0 0.000502136 -0.00163828 -3.31227e-05 -0.000336786 -0.000624827 -0.000148477 0.000244586 -0.00212615 -0.000670956 0.00202589 0.00115961 -0.000967827 -0.000845279 -0.00238762 -0.000572027 -0.000396046 -0.000196913 -0.000571543 -0.000914125 -5.99451e-05 -0.000741156 -0.00137297 -0.00173115 -0.000128365 -0.00197665 -0.00246825 -0.000954472 0.00190946 0.00245862
internal_weight=0 71.8742 117.444 53.1899 46.6324 41.4867 30.6769 26.4081 78.0693 39.3742 18.6843 13.6953 14.3773 37.0716 63.692 31.4459 29.2146 26.9092 21.0659 18.4575 9.02353 12.7128 8.28309 9.43393 8.7509 10.8098 62.0302 3.37547 9.47971 15.6449
internal_count=3121 816 2305 558 475 425 263 231 1898 407 258 122 164 388 1734 311 280 239 190 169 59 109 80 110 73 162 1711 70 86 240
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=12 4 13 14 133 132 1 132 52 457 4 11 484 15 151 453 4 151 0 44 1 4 4 16 52 4 15 2 47 12
split_gain=17.9182 7.82155 6.18437 4.77605 5.32054 3.92123 3.60518 3.37159 3.26683 3.04529 2.74806 2.57272 2.36608 2.42081 2.26676 2.04567 2.11295 2.17569 2.0508 1.405 1.58164 1.38037 1.44037 1.34528 1.19761 1.1954 1.68222 1.49202 1.06756 1.05494
threshold=0.079890000000000017 0.181285 -0.004174999999999999 0.078400000000000011 -1.0000000180025095e-35 0.080640000000000017 0.13021500000000003 0.082230000000000011 0.13796000000000003 0.080930000000000016 -0.15764999999999998 0.079915000000000014 -0.0068949999999999992 0.035560000000000008 -0.089594999999999994 1.0000000180025095e-35 0.25615500000000008 -0.081989999999999993 -0.23091999999999999 0.083555000000000018 0.077845000000000011 -0.0024449999999999997 -0.46376499999999993 0.26799500000000004 0.0046550000000000003 0.42642000000000008 -0.11713499999999999 0.098035000000000011 0.092165000000000011 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 7 12 9 -1 25 10 11 -2 24 15 -11 16 17 -14 -19 20 -6 22 23 -20 -4 26 27 -3 -23 -12
right_child=1 8 5 -5 19 -7 -8 -9 -10 14 29 -13 13 -15 -16 -17 -18 18 21 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024912623156088348 6.0703462551794892e-05 -0.0027962888958306966 -0.0032246064446877797 -0.0039882612921419381 0.00014359023377521316 0.0024336700290523636 0.0018534987593167743 0.0026607433554076574 -0.0025800059170741269 -0.002427075653319732 -0.0013344214965876444 -0.0028368906805446657 0.0018972161445634521 -0.0024372517908426189 0.0015274509093779042 -0.0024226980793130618 0.0015146666932032908 0.0013915169107770677 -0.0033136496642006096 -0.00058861777650285121 0.0026724913258383736 -0.0029787424471886892 0.00068907848930976272 0.00021585073513588323 -0.00043767650179638278 0.0020918911838239628 0.0014530688548357699 0.0006243428355150088 -0.00065294642047608565 -0.002640533155666723
leaf_weight=3.1867553461343112 6.2660717368125898 1.801424223929643 3.3711723759770384 1.1411898583173741 1.9786268752068341 3.2844241410493842 1.6945170126855362 1.2637862283736465 2.4124198090285054 1.6503608599305151 4.895993795245885 3.3500134516507387 2.7676051594317093 3.4701114986091843 2.7587976399809113 2.4030470363795748 6.144379958510398 2.8413154184818366 1.693270293995748 1.1986571550369252 16.082324368879199 3.5906444434076361 4.1898387372493744 1.4099170621484516 1.6294065937399862 3.6752871833741665 3.8976328559219828 1.8325307853519914 2.3107910193502903 43.973129730671644
leaf_count=56 55 20 42 12 18 37 23 25 34 51 166 87 25 41 38 20 76 21 19 12 297 43 36 27 19 44 41 21 18 1697
internal_value=0 -0.00160067 0.000304076 0.00134522 0.00160193 -0.000357561 -0.00198827 -0.00102829 0.000237501 -0.00209177 -0.00225303 -0.000948749 -0.000613485 -0.000337177 4.72601e-05 -7.07313e-05 0.000155818 -0.000288214 -0.000665396 0.00220972 0.00239544 -0.00110833 -0.000331748 -0.00171004 -0.0023165 0.000844005 0.000235057 -0.00107133 -0.00206804 -0.00250968
internal_weight=0 78.2082 63.9573 24.8513 23.7101 39.1059 64.5889 4.45054 13.6193 62.8944 58.4852 9.61609 35.8215 30.8209 4.40916 27.3508 24.9478 18.8034 16.0358 19.2596 18.061 13.1945 7.29303 3.10319 5.00058 11.2069 7.53159 3.63396 5.90144 48.8691
internal_count=3121 2277 844 420 408 424 2117 81 160 2094 2005 142 387 326 89 285 265 189 164 327 315 143 82 46 61 126 82 41 61 1863
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 12 12 3 130 4 48 2 13 3 38 14 52 51 474 42 43 42 133 13 8 43 3 16 48 48 0 148 1373 12
split_gain=31.0452 8.68659 8.5257 5.71807 4.63582 4.28957 4.75773 4.29298 3.67068 3.52124 3.03566 2.9462 2.7951 2.80441 2.14868 2.11843 2.38838 1.95432 1.72397 2.10513 1.50196 2.01714 1.49118 1.20961 1.20026 1.37153 2.44541 1.10247 1.03924 0.967198
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 0.16158000000000003 -0.012214999999999998 -0.013125 0.12649500000000002 0.090790000000000023 -0.15078499999999997 -0.097604999999999983 0.10657000000000001 -0.10708499999999999 0.19022000000000003 -0.096089999999999981 0.086280000000000009 -1.0000000180025095e-35 -0.079109999999999986 -1.0000000180025095e-35 -0.0042999999999999991 0.11596500000000001 1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 0.054560000000000004 0.092475000000000016 0.086035000000000014 -0.098289999999999975 -0.062044999999999996 0.084905000000000022 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 12 4 -3 23 7 20 29 17 28 -9 13 -1 15 -15 -17 -10 -19 -20 21 22 -7 -6 25 26 -18 -13 -2 -4
right_child=1 3 8 -5 5 6 -8 11 9 -11 -12 27 -14 14 -16 16 24 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031082454860946128 0.0031321341088760331 0.0023619267335412935 0.00027320652442821457 0.0025962990912018558 -0.0010930793920490415 -0.0016066279779953737 -0.002954883131452988 -0.00054703813113855934 -0.0030467256079248751 -0.0029321402368786332 -0.0004672257270233245 0.0006005847757698412 -0.0033760827823025251 -0.0020072654321284123 0.0024468463343152798 0.0019471298930552471 0.00089143787876187514 0.0014297985031109029 -0.0020906018022598966 0.0011699372289913049 0.0010630493469278861 -0.0028593416942745355 0.0015348775183878719 -0.0031401981091797146 0.001334046039154419 -0.0024330919665060354 -0.0022164917997480396 0.0029513144855220679 0.00047886882433069504 -0.0018892678619720341
leaf_weight=2.7613989785313633 13.755108978599312 4.7892314717173567 5.0603074580430976 6.4137170910835257 4.1164111718535406 2.7764123380184165 4.1758649908006182 4.0745537504553822 4.2907216325402251 52.503834581002593 2.6338502466678611 2.1756695732474354 2.7557577937841407 4.939029987901459 2.5984693095087996 4.5393500626087322 5.7722500599920812 2.3771587200462809 7.081457205116747 2.1568109393119812 2.6084754094481459 4.3480048924684587 2.3120846226811409 5.813274584710598 2.6120799332857123 3.2503079213201991 3.334999620914437 7.1068539768457333 1.3538485392928112 2.6214519292116165
leaf_count=55 229 50 44 83 41 27 32 36 112 1693 18 23 34 61 19 37 45 19 78 18 19 44 19 121 18 26 32 63 11 14
internal_value=0 0.000655214 -0.00182916 4.63624e-05 -0.000322842 -0.000648297 -9.66357e-05 0.000373234 -0.00235865 -0.00257131 0.00239537 0.00150125 -0.000591888 -0.000334487 -5.12911e-05 -0.000316807 0.000111161 -0.00138028 -0.0007647 -0.00132938 -0.000877659 -0.00141412 -0.000179207 -0.00229155 -0.000445573 -0.00082174 -0.00024666 0.00240034 0.00289439 -0.000464752
internal_weight=0 68.4534 108.655 50.7106 44.2968 39.5076 29.5779 25.4021 76.0917 68.41 17.7428 13.3571 32.5636 29.8079 27.0465 24.448 19.509 15.9061 11.6154 9.23827 12.045 9.4365 5.0885 9.92969 14.9696 12.3576 9.10725 9.28252 15.109 7.68176
internal_count=3121 816 2305 558 475 425 263 231 1978 1920 258 122 327 293 238 219 158 227 115 96 109 90 46 162 121 103 77 86 240 58
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 12 12 0 2 133 52 160 484 38 14 16 159 48 15 1429 12 12 51 403 40 2 132 52 43 457 15 160 12 457
split_gain=16.8667 6.16322 5.40914 3.8564 3.43488 2.756 3.12968 2.90215 2.69803 2.50348 2.42575 2.33079 2.31856 2.29927 2.51064 2.18952 2.09934 2.0733 2.23362 1.94807 1.67615 1.62155 1.58596 2.09848 1.71412 1.53885 2.55534 1.53164 1.52161 1.41897
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 -0.060129999999999996 0.14838000000000004 -0.25159999999999993 -0.43320999999999993 -0.26568499999999995 -1.0000000180025095e-35 0.10657000000000001 0.062655000000000016 -0.51370499999999997 -0.029685 0.11951500000000001 0.035560000000000008 0.084990000000000024 0.099100000000000008 0.11650500000000001 -0.076794999999999988 -1.0000000180025095e-35 -0.080519999999999994 -0.15339499999999998 0.081465000000000024 -0.092399999999999982 -1.0000000180025095e-35 0.083995000000000014 -0.090344999999999995 0.058535000000000011 0.09141500000000001 -0.079829999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 9 11 5 -4 -7 -8 27 29 12 -3 -1 14 17 19 28 18 -10 -14 -21 -20 23 -22 -25 -13 -27 -9 -5 -2
right_child=2 3 4 16 -6 6 7 8 13 -11 -12 25 15 -15 -16 -17 -18 -19 21 20 22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028320371455844611 -0.00041284653157393057 0.0011908657781866388 -0.0035349330408691588 -0.0018194805304773236 0.0025226307862152532 -0.0029430112730155448 -0.0032539118872473342 -0.0030438621392243933 -0.00026014328949988625 -0.00051082930346325753 -0.0031829805306246577 -0.0028770237400416354 -0.0031160946110062268 -0.0012808423109864167 -0.0013612302315008662 0.0026422491813652056 -0.0023429140866699388 -0.0012439397977724133 -8.0014315617896479e-05 0.0020049192882247587 -0.0028706193937835349 0.0026521674095206812 0.0020261750010526821 -0.0022353632186725599 0.00026668262712424052 0.0029550547392212007 -0.0029555166262142264 0.00070415419867561374 0.00097266490385803349 0.0030193351674206391
leaf_weight=2.7443477828055682 1.093063961714505 1.2755051087588061 2.0301356576383105 2.2576693743467313 3.8632637076079837 2.9317990709096184 1.9383641891181458 2.7346745431423214 3.6591051146388187 2.494492679834365 2.6646271143108597 36.249132400378585 1.8775125760585201 4.1600282266736022 3.1008902117609969 2.2087501380592576 4.3287448305636644 2.1507442854344836 2.0780259631574234 2.7267073132097854 2.9134104773402383 11.850465264171351 1.9904970787465561 2.759588025510328 11.580759573727798 1.0044828318059447 1.4615738280117501 1.3137205168604849 5.3597501870244741 9.5122215226292592
leaf_count=41 12 23 22 21 61 106 25 40 34 18 48 1641 41 33 30 25 91 19 20 32 61 150 18 42 99 14 56 18 52 228
internal_value=0 -0.00157512 0.000461042 -0.00217877 -4.01521e-05 -0.000301054 -0.00011827 0.000132793 0.000344232 0.00206073 -0.000578769 -0.00260366 -0.000337836 0.000669888 0.0010252 -7.51462e-05 -0.000756429 0.00140011 0.00172344 -0.00032682 -8.84651e-05 0.00224455 -0.000385076 -0.000663252 -0.000214799 -0.00272867 -0.000548002 -0.00182762 0.000145122 0.00266559
internal_weight=0 83.4031 54.911 51.9369 41.8112 37.948 35.9178 32.986 31.0477 13.0998 31.4662 39.9907 28.8016 26.9993 22.8392 26.0572 11.9462 19.7383 17.5876 23.8485 21.971 13.9285 19.2443 17.2538 14.3403 38.7152 2.46606 4.0484 7.61742 10.6053
internal_count=3121 2305 816 1898 558 497 475 369 344 258 407 1734 359 286 253 318 164 223 204 293 252 170 220 202 141 1711 70 58 73 240
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 2 31 0 0 4 150 2 42 42 4 14 49 484 15 43 0 0 14 457 1 13 457 16 3 3 151 2 51 2
split_gain=16.83 5.13438 5.59404 4.8886 5.57399 3.98191 4.9221 2.65343 2.53579 2.52735 2.91308 2.40363 2.55689 2.3987 3.07169 2.5936 2.49621 2.39312 2.07733 2.07632 2.04984 1.81859 1.77034 1.72461 1.61536 1.2132 1.13156 1.01487 0.952532 0.873276
threshold=0.094385000000000011 0.13754500000000003 -1.0000000180025095e-35 -0.060129999999999996 -0.10607499999999999 0.51303500000000013 0.081835000000000019 0.090790000000000023 0.092620000000000022 0.084635000000000016 -0.52556499999999995 0.062655000000000016 0.082865000000000008 -1.0000000180025095e-35 -0.24436499999999997 -0.074359999999999996 -0.10324499999999999 0.051010000000000007 -1.0000000180025095e-35 -0.0029299999999999994 0.077565000000000009 -0.11122999999999998 0.084650000000000017 0.064860000000000015 -0.077774999999999983 0.013900000000000001 -0.077429999999999985 0.11093500000000002 0.13095500000000002 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=3 2 -2 4 11 6 13 26 9 10 -5 12 19 -4 18 16 -16 23 -15 -1 -21 -17 -22 -12 -18 -6 -8 -9 -3 -29
right_child=1 28 5 8 25 -7 7 27 -10 -11 17 -13 -14 14 15 21 24 -19 -20 20 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0024893506250117828 0.0035107757797686462 0.0030385425321199492 -0.0030939104679075556 -0.0036296876183712513 -0.0029754577512948912 0.0029217492521382673 0.00089243531635211629 0.0032801548338324848 -0.0028051052214848318 0.0032546979743018328 0.00091684661521812094 -0.0032742091657228518 -0.0032763921661165428 -0.00051862830770820129 0.0023263895916202319 -0.00016888986167708589 -0.0028748134292734548 0.0012652934350032338 0.0035934668109093458 -0.0013059047448416338 0.0028496097462022418 -0.0025540427274112418 -0.00022552115205806106 -0.0028957409484509566 0.00046292765174077628 0.00050839640615429871 -0.0027442057740947137 -0.00066707667001601257 0.00095986320800422499 0.0020902502907165325
leaf_weight=2.1702951546758404 3.8823208939284077 6.7390032541006786 4.8638069257140151 2.2029759343713549 37.088988246396184 3.3378257974982253 1.4017706811428072 3.6817249618470651 3.5405755303800097 1.988350212574004 1.7300744727253929 3.0863942019641391 2.2946809250861397 2.3072122819721699 3.0853488855063915 3.9713183604180768 2.5386970583349466 7.3540638219565153 2.2496941201388791 3.0632889103144425 4.4896698370575905 11.683778636157522 2.8298078179359436 3.0207921732217073 2.8577173296362179 0.95052522420883079 1.8275920636951912 1.6170629039406774 2.9337212555110455 3.1192387863993645
leaf_count=33 79 126 80 29 1671 59 25 51 77 20 15 75 57 25 34 38 46 52 30 39 30 214 19 55 29 6 16 13 33 45
internal_value=0 0.00036972 -6.36968e-06 -0.00176832 -0.00222863 -0.000287661 -0.000524637 0.00118083 -0.000469455 3.79961e-05 -0.000409025 -0.000829208 -0.000320967 -0.00111658 -0.00078141 -0.00121429 0.000141758 0.000177104 0.00151147 0.00021928 0.000785461 -0.00194899 0.00166072 -0.00150735 -0.00110728 -0.0028884 -0.00116565 0.002081 0.00240808 0.00114885
internal_weight=0 62.0978 52.4251 75.8105 55.9737 48.5428 45.205 11.6474 19.8368 16.2963 14.3079 17.9341 14.8477 33.5576 28.6938 24.1369 8.48176 12.1049 4.55691 12.5531 10.3828 15.6551 7.31948 4.75087 5.39641 38.0395 3.22936 8.41803 9.67272 4.7363
internal_count=3121 943 784 2178 1930 705 646 150 248 171 151 253 178 496 416 361 109 122 55 121 88 252 49 70 75 1677 41 109 159 58
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 52 12 0 0 47 50 4 1 1 42 4 16 16 13 51 3 48 52 43 3 38 42 160 1373 52 150 0 3 131
split_gain=42.2929 10.9581 8.39585 7.58672 7.32315 7.2018 7.04499 5.92661 3.59733 3.57284 3.51653 4.50609 3.90284 3.17484 2.82776 2.51602 2.45401 2.28556 2.16943 2.09002 1.98451 1.87742 1.85217 1.9273 1.39927 1.34052 1.17272 1.16574 0.828303 0.797629
threshold=0.094385000000000011 -0.40306999999999998 -1.0000000180025095e-35 -0.060129999999999996 -0.10607499999999999 0.093140000000000014 0.10965000000000001 -0.033174999999999989 0.08592000000000001 0.10672000000000002 0.092620000000000022 -0.49405499999999997 0.38525000000000004 -0.014034999999999997 -0.15078499999999997 0.086685000000000012 -0.10519499999999998 0.12474000000000002 0.10160000000000001 0.084740000000000024 0.013900000000000001 0.084835000000000008 -0.035074999999999988 -0.079279999999999975 0.084905000000000022 -0.0064899999999999992 0.12187000000000002 0.051010000000000007 -0.20241999999999996 0.097570000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 21 4 8 6 7 9 13 -4 11 18 19 -1 -7 25 -16 22 -5 27 28 24 -9 -24 -3 -10 -25 -13 -6 -2
right_child=1 2 5 10 20 14 -8 17 15 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021190114598758688 -0.0025071790049440391 0.0023213898715340972 -0.0023329510306095299 -0.0026194635322503959 0.0011997413893779982 0.0014926940792317799 -0.00241401123779585 0.00010038956068701188 0.00022004248682065363 0.00098697200383467717 -0.0022379980674910958 0.0012681306889259746 -0.001966627146919633 0.00050643351900885546 0.00089466638089228724 -0.0013774850197117916 -0.0020485655875397109 -0.00060461905347289899 0.00048231562803752794 -4.0466881929239296e-05 0.00085337743714989386 0.0004243435200859823 0.00058572795516472062 0.0026225069831923298 0.00029290664206619346 0.0024505129750653117 0.0009420457700414415 0.0031523067436353921 -0.0023810323341489467 -0.00023541402854312105
leaf_weight=10.553165752440689 5.9812540933489791 21.704592674970634 3.7328166589140848 4.085250405594711 0.35345182567834754 1.8872055336832989 3.3269322179257861 2.9689370132982793 3.0562718324363232 3.3422954082489014 4.6255221702158442 4.1813239492475969 2.3553523309528837 3.2856527939438847 1.8288536444306362 2.8610870093107224 9.7928093560039979 2.2858586162328711 1.7529760152101515 3.9077092558145523 1.0632838681340206 4.0172420479357234 3.9585506655275919 15.679823104292153 2.0222569704055777 2.8166658692061883 2.6393023729324332 3.1185270845890045 61.112973470240831 0.97825147211551655
leaf_count=158 120 274 61 57 3 12 44 25 22 24 77 27 35 31 12 22 102 12 12 21 6 29 35 143 15 20 22 19 1668 13
internal_value=0 0.000618105 0.000864711 -0.00156796 -0.00189472 0.000306987 0.000827753 0.00113939 -0.000755981 -0.000764614 -0.000410577 2.51073e-05 0.000762579 -0.00149567 -0.00115539 0.000416037 -0.0015854 0.00162867 -0.00168813 0.00133614 -0.00230579 0.00189885 0.00183088 0.0020615 0.0021485 0.00128978 0.0023804 0.00207306 -0.00236044 -0.00218785
internal_weight=0 86.147 79.1875 109.129 85.1026 51.4434 37.9345 34.6076 22.5728 7.07511 24.0267 19.4011 13.5629 13.8388 13.5089 8.73402 11.6217 27.5325 5.83823 11.2076 62.5297 27.7441 25.2466 22.2777 23.7268 5.87294 18.3191 7.29985 61.4664 6.95951
internal_count=3121 943 810 2178 1930 492 366 322 253 85 248 171 102 189 126 64 114 237 69 67 1677 318 225 200 289 42 165 46 1671 133
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 13 3 123 159 3 16 1 43 12 0 2 42 15 3 48 13 1 15 151 51 2 48 12 3 3
split_gain=24.4495 9.01368 5.1201 4.19726 3.59293 3.51695 3.83879 3.27632 2.63582 2.60201 2.29273 4.29242 2.71408 2.14543 1.95375 2.34119 1.93384 2.24741 2.17603 1.91821 1.73919 1.61438 1.52547 1.41606 1.69976 1.25007 1.06406 0.836243 1.62696 0.791033
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.28430999999999995 0.13796000000000003 -0.15078499999999997 -0.097604999999999983 1.0000000180025095e-35 -0.094234999999999985 -0.10023499999999998 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 -0.040564999999999997 -0.23001499999999997 0.079055000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14186499999999996 0.086035000000000014 0.10820000000000002 0.09253500000000002 -0.055554999999999993 -0.081519999999999981 0.123935 0.11237500000000002 0.11454000000000002 0.098330000000000015 0.10732000000000001 -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 7 3 -2 13 27 16 9 -6 20 11 12 -4 -5 19 -16 -7 -18 -19 -11 -1 -9 -12 29 25 -25 -14 28 -3 -15
right_child=2 5 10 4 8 6 -8 21 -10 14 22 -13 26 23 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021050677558537997 -0.0023695901590108223 -0.00094217157369013858 0.0012727972670715099 0.0027368342126745022 0.0012064890436813173 -0.0026883201218251477 -0.002535384853220901 -0.00029904514711002377 -0.0027294828289938632 0.0010477644992012154 -0.0026195590444184724 0.0033763175179739187 -0.0027862655988184323 -0.0010509110141631562 -7.3453037587958207e-05 -0.0026405797588088457 0.0012084048498033702 -0.0027543964437162088 -0.00023195225471776175 -0.0013995436792285955 -0.00066153758189927097 0.0019346371163758091 -0.00015506832429505222 0.0011638505788497844 -0.000259241052525035 0.0027078312851406745 -0.00047813508015298812 -0.0014981924885225215 0.0020591084221789368 0.0010955281382206594
leaf_weight=2.8505306616425541 2.0191971734166136 2.7761584632098666 3.2479503713548183 9.6099744401872176 2.2711761631071568 3.8225845489650991 46.363747030496597 3.6675382703542692 2.1833303794264785 3.7249044403433818 4.0546428728848696 2.2970064841210833 2.782894331961872 2.2844257801771164 3.1979576498270026 8.508558373898266 3.2829555645585069 3.7614147774875164 5.5232970751821959 4.7901648432016373 3.1071780472993851 5.0074195563793182 2.7631132435053578 6.4530399553477782 2.6301167979836455 7.3258882015943527 2.4636788666248322 2.4533053115010262 2.0576301030814648 2.210221383720639
leaf_count=25 47 36 29 190 26 115 1720 34 17 35 67 22 21 18 36 141 30 75 42 37 19 61 25 56 19 109 20 14 10 25
internal_value=0 -0.00143498 0.000675704 0.00121618 0.00142324 -0.00196392 -0.00215924 -0.000372059 -0.000722687 -0.000823498 -0.000459547 0.000274062 -0.000564819 0.00173651 -0.00126121 -0.0019393 -0.00109521 -0.000610649 -0.00125384 -0.000328972 0.000662175 0.000990296 -0.00162075 0.00127664 0.00162507 0.00198474 -0.00170242 -0.000281904 0.000335403 4.59024e-06
internal_weight=0 104.895 54.5967 36.9874 34.9682 70.0411 62.754 34.8543 4.45451 26.1793 17.6093 10.7915 8.49452 30.5137 20.2216 11.7065 16.3903 12.5677 9.28471 8.51507 5.95771 8.67496 6.81776 20.9037 16.409 13.7789 5.24657 7.28709 4.83379 4.49465
internal_count=3121 2430 691 507 460 2042 1982 388 43 293 184 92 70 417 249 177 262 147 117 72 44 95 92 227 184 165 41 60 46 43
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=1 52 0 0 1446 12 151 2 4 47 47 47 133 14 49 159 159 52 1 48 457 1 150 3 3 16 16 0 0 159
split_gain=16.5911 4.98065 4.88293 5.60576 4.67346 4.54799 4.00931 4.61111 3.09297 2.99742 2.58548 2.6909 2.55192 2.43869 2.51448 2.39826 2.69557 3.02244 2.101 2.02467 1.99252 2.02052 1.66212 1.64965 1.2128 1.12955 1.04568 1.82418 2.35492 1.01125
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.10607499999999999 0.091555000000000011 -0.064509999999999984 -0.40381499999999992 0.11448000000000001 -0.013125 0.093140000000000014 0.086785000000000015 0.10980000000000002 0.10622000000000002 0.062655000000000016 0.082865000000000008 -0.032739999999999991 0.10407500000000001 -0.15275999999999998 0.10723500000000001 0.13504500000000005 -0.0029299999999999994 0.077565000000000009 0.11456000000000001 0.088060000000000013 0.013900000000000001 -0.25582999999999995 0.19444000000000003 0.15398500000000004 0.051010000000000007 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 -2 3 13 5 10 -7 8 29 18 -3 -12 15 14 20 -4 17 -17 -10 -9 -1 -22 25 -23 -5 -20 27 28 -19 -8
right_child=1 4 12 24 -6 6 7 19 9 -11 11 -13 -14 -15 -16 16 -18 26 22 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023202758501469742 -0.0030132028974751836 0.0029777673497028575 -0.003277052105186543 -0.0028291752699435386 -0.0034467262259265251 -0.0034306106972970696 -0.0026106828411792539 0.0025524788119645676 0.0027128560267123585 -0.0011295669024579077 -0.0020331812217548317 0.0025916600995194291 -0.0031989680179234634 -0.0031198832350685427 -0.0031155420926863484 -0.0023891581370204572 -0.0028412605492511294 0.0001920270657301838 0.002687892233669378 1.1352529699096162e-05 -0.0012174037569137996 0.0029070383600637104 -0.0016398157987669454 0.00014793954602055194 0.00048696080861924382 -3.919106076738617e-05 0.0029312057723993273 -0.0013218916609707952 0.0037713517796290914 0.00039634910571924894
leaf_weight=2.141027281060814 3.4531456138938657 9.8870601132512075 1.7219767011702121 36.282654751092196 2.3370115812867871 2.339213663712143 4.9450561180710748 9.7526135947555286 4.7441002279520124 7.4893881678581229 2.1283536851406089 2.1088856868445873 2.4386216066777697 3.0675156991928807 2.2299183681607238 2.121336309239271 1.9683721661567677 3.7040077429264731 2.3640165552496883 3.6199711188673964 3.0802033171057719 3.8062917366623878 2.582554180175066 3.5045453906059265 0.95300592482089896 2.7859083488583591 2.7774416022002688 2.3120989147573709 2.65854019112885 1.1631515845656393
leaf_count=33 119 231 27 1671 29 19 101 153 48 83 17 28 44 75 57 47 31 41 26 31 39 26 19 23 6 25 18 21 19 14
internal_value=0 0.000372776 -0.00166008 -0.00210365 0.000573511 0.000741555 0.000260398 0.000479276 -0.000231207 0.000321568 0.00216503 0.000268615 -0.000420379 -0.000765687 -0.000276489 -2.78853e-05 0.000332111 0.000792303 0.00119265 0.00186459 0.000228683 0.000753885 0.000259959 0.00158443 -0.0027443 0.00121265 0.00138162 0.000885479 0.00168762 -0.00203807
internal_weight=0 61.7004 74.7676 55.0652 58.2473 55.9103 41.786 39.4468 26.0742 19.966 14.1243 4.23724 19.7024 17.8295 14.762 17.2638 15.5418 13.5734 12.4766 13.3726 12.5321 10.391 7.73248 7.31084 37.2357 5.14992 11.4521 8.67465 6.36255 6.10821
internal_count=3121 943 2178 1930 824 795 519 500 316 201 276 45 248 253 178 204 177 146 118 184 121 88 70 49 1677 51 99 81 60 115
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=12 4 13 133 132 0 14 132 13 52 457 2 43 13 484 52 157 1 453 160 46 150 1 150 1 12 3 160 13 15
split_gain=14.8914 6.7834 5.28943 3.76694 3.48372 3.46943 3.41123 2.89444 2.84155 2.77641 2.42385 2.58476 2.17346 2.21888 2.07471 2.01507 1.92865 1.85527 1.7954 1.69337 1.61279 1.59427 1.55893 1.51622 1.37683 1.16696 3.02621 1.09908 1.7763 1.93156
threshold=0.079890000000000017 0.181285 -0.004174999999999999 -1.0000000180025095e-35 0.087955000000000019 -0.060129999999999996 0.018475000000000002 0.082230000000000011 0.11596500000000001 0.13796000000000003 0.080930000000000016 0.091265000000000013 -0.074359999999999996 -0.47860499999999995 -0.0068949999999999992 -0.085984999999999992 -1.0000000180025095e-35 0.10612500000000001 1.0000000180025095e-35 0.10070500000000002 0.089105000000000018 0.081835000000000019 0.11323000000000001 0.098740000000000008 0.077845000000000011 0.084100000000000022 -0.084074999999999997 -0.095794999999999977 0.10820000000000002 -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 5 3 7 14 10 20 -1 12 -3 25 -12 16 -14 -4 17 -7 -16 19 21 24 22 27 -23 -5 26 -2 -17 29 -29
right_child=1 9 4 6 -6 8 -8 -9 -10 -11 11 -13 13 -15 15 18 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025242486961876342 -0.0023402155839331367 0.00087371613263009557 -0.0023274365508446949 0.00021574322079623629 0.0031514838574662257 -0.0018552805600863984 -0.0028905145821022642 0.0028309448732939694 0.0020027425150357693 -0.0026260707138082116 -0.00217403179672488 0.0030508806822454426 0.00057064158418951262 -0.00285129168983519 -0.0030100062031916154 -0.0022919298083006944 0.0020958252992916357 0.00024411102230621474 -0.0023821237693709739 -0.0017375377344579705 -0.0012483378897665568 0.0037360247140411583 0.0019077250459762149 0.00070268304199742394 0.0028066372785781643 -0.002831047062602426 0.0039724444739781938 -0.0010073137958382327 -0.0019395779776927918 0.0022661835972467197
leaf_weight=2.949403919279578 3.6163183897733688 10.726308763027189 4.5482660643756381 1.8819676339626408 2.2168212085962287 1.79462562687695 1.0947670340538014 1.1351261362433431 2.3652864508330813 2.2222566232085219 1.9054002426564687 1.2891686223447321 1.9419956337660531 7.4141415525227785 3.6536163371056345 2.0090680513531085 2.2754448987543574 2.3304149527102709 2.1477486342191687 2.7646221853792659 0.98351551964878936 2.2558721806854001 3.0841793715953818 3.2900273129343987 14.496590968221424 33.485585570335388 0.74353612400591274 2.5180281065404468 2.5573916733264923 3.4967527482658536
leaf_count=59 146 126 61 18 25 33 13 25 28 34 66 17 11 165 72 32 34 26 19 21 9 21 35 39 296 1596 21 20 19 34
internal_value=0 -0.00158838 0.000352906 0.00144042 -0.00031192 -0.00201249 0.00198845 -0.00103599 -0.000877386 0.000273076 -0.00244927 -6.55178e-05 -0.00138478 -0.00214102 -0.000533461 -0.000262452 0.000353655 -0.00174273 0.00010474 0.000347785 0.00229609 0.000647875 0.000124892 0.00193654 0.00250893 -0.00265048 -0.00126365 -0.000394761 4.98799e-05 0.000895767
internal_weight=0 69.7801 59.4142 22.5414 36.8728 56.8315 18.4568 4.08453 15.7915 12.9486 41.04 3.19457 13.4262 9.35614 34.656 30.1077 4.07007 5.98403 24.1237 21.9759 17.3621 19.2113 13.6654 5.5459 16.3786 37.8454 4.35985 10.5812 8.57217 6.01478
internal_count=3121 2277 844 420 424 2117 336 84 271 160 1846 83 243 176 399 338 67 98 240 221 323 200 140 60 314 1763 167 105 73 54
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 12 3 4 0 0 47 457 130 47 48 1429 150 42 4 52 12 52 150 2 3 52 49 48 14 159 13 15 3 42
split_gain=27.8731 8.44221 5.98531 6.07862 5.58272 5.74448 5.36268 3.63352 3.29203 2.92023 4.09799 2.87186 2.79153 2.78042 3.17298 2.61519 2.51468 2.48765 2.39049 1.55053 1.54255 1.53748 1.48292 1.3822 1.59796 1.37913 1.37373 1.05802 1.83465 0.845159
threshold=0.094385000000000011 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 -0.060129999999999996 -0.10607499999999999 0.12119500000000001 0.080930000000000016 -0.011824999999999999 0.086785000000000015 0.11280000000000003 0.084990000000000024 0.083095000000000016 0.092620000000000022 -0.49405499999999997 0.12492500000000002 0.092355000000000007 0.10347000000000002 0.087380000000000013 0.10327000000000001 0.013900000000000001 0.15915500000000002 0.13984500000000002 0.11376500000000002 -0.45282499999999992 0.088800000000000004 0.0027400000000000007 -0.0058549999999999991 -0.081054999999999974 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=4 9 3 7 5 11 15 8 -3 21 -11 12 27 14 17 23 25 -6 -14 -18 -7 26 -10 24 -5 -16 -2 -1 -29 -26
right_child=1 2 -4 6 13 20 -8 -9 22 10 -12 -13 18 -15 16 -17 19 -19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0020517059825196954 0.0021964507729117853 0.0013589331853840704 0.0019130141312825408 -4.8162338992959115e-05 -0.0022846539427799259 -0.0019993729432169782 -0.0022877607618620888 0.00088129341174664048 -0.0017812002809472719 -0.00092790733739129183 0.0022834792062699123 0.0019352448405902934 0.001996780038011989 -0.0018869922088950767 0.0016754293905722202 -0.0010654893912009902 0.00070205286541158158 0.00078521525803396271 -0.00065511750146783545 -0.0017863213383129263 0.00050381122628963759 -0.00039144228347538616 -0.00010281761085071483 -0.00033433632300145037 0.0013321957990824853 -4.6286885081069786e-05 0.00035655616450637538 -0.0021735371869353766 1.8936217428274146e-05 0.0025502301584758537
leaf_weight=6.1112001407891547 13.422199297696357 1.6811600252986014 5.2629851251840583 2.6562815196812251 3.7075658589601561 49.425182361155748 2.5644469261169425 3.4601258337497702 17.106634393334392 4.398252733051776 2.5287374146282673 1.5609631147235621 2.0074119195342055 4.2630311436951152 5.6005317196249944 2.5828759446740142 1.6744199842214591 1.4973712526261804 4.3494220580905676 2.5568867065012455 1.0151632651686657 1.199767056852578 2.4291583839803925 2.286254256963729 7.9103490449488145 2.8297490924596786 1.867909364402293 2.6161147095263004 3.7568510845303553 3.2465380653738976
leaf_count=101 233 18 69 23 58 1671 20 27 302 29 30 11 13 77 38 18 9 11 37 36 6 10 21 14 77 19 20 55 36 32
internal_value=0 0.000339918 -0.000117444 -0.00035014 -0.00130965 -0.00158495 0.000438014 -0.00102873 -0.00134023 0.00133966 0.000244428 -0.000684917 -0.000901995 -0.000428324 -8.02798e-05 0.000812171 0.000462851 -0.00140151 0.00018232 -0.000801618 -0.00194899 0.00179975 -0.0015725 0.00111341 0.00135303 0.00109751 0.00197168 -0.00145412 -0.000881078 0.00168663
internal_weight=0 74.6037 51.1868 45.9238 92.9719 70.8423 21.2467 24.6771 21.217 23.4169 6.92699 20.402 18.841 22.1296 17.8665 18.6823 12.6616 5.20494 6.35683 4.23131 50.4403 16.4899 19.5358 16.0994 13.8132 8.43028 15.2901 12.4842 6.37297 11.1569
internal_count=3121 943 621 552 2178 1930 184 368 341 322 59 253 242 248 171 164 102 69 50 45 1677 263 323 146 132 57 253 192 91 109
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 12 12 0 3 39 16 47 50 38 52 16 42 151 160 447 12 0 16 484 39 457 15 43 133 13 42 0 457 42
split_gain=14.0583 5.66213 4.40579 3.51077 3.11016 3.16698 2.71624 2.37312 3.83699 2.31631 2.23011 2.106 2.07525 2.16138 2.95539 1.93067 1.75226 1.75486 1.65003 1.5433 1.43955 1.37505 2.05886 1.2446 1.57671 2.33271 1.22805 1.17057 1.14529 1.09675
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12033500000000001 0.11534500000000002 0.10657000000000001 0.19022000000000003 -0.51370499999999997 -0.11051499999999999 -0.084129999999999996 -0.079279999999999975 0.084700000000000011 0.099100000000000008 0.16094000000000003 0.64105000000000001 -0.0068949999999999992 0.094675000000000009 0.083995000000000014 -0.090344999999999995 -0.079109999999999986 -0.0061299999999999992 -0.080759999999999985 0.086665000000000006 -0.23051499999999997 -0.079829999999999984 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 11 5 6 7 8 12 28 15 -3 -4 -14 -15 19 -5 -18 29 -1 23 -13 -23 -21 -25 -26 -16 -27 -2 -8
right_child=2 3 4 16 -6 -7 18 -9 -10 -11 -12 21 13 14 26 -17 17 -19 -20 20 -22 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.0025270235256673814 -0.00022317102911485423 0.0012418499732604628 -0.0028657265530501008 0.00010050899582258255 0.0024633329369174277 0.0038323462835529992 -0.0031762832804461067 -0.0023099024696898061 -0.0034964879611526175 -0.00060624119524855841 -0.0035629418148447026 -0.0031200850565185497 -0.0012615127095418235 -0.0014160574591825961 0.0016524832015839932 0.0028910197935035713 -0.0035684561162570615 0.0013433983160754111 0.00168540327904955 0.0013084476613221094 -0.0028227797151711255 0.0027870590539222071 -0.0032190511756764691 -0.002740019447815361 0.0029328030629602905 0.0010889217420765147 0.0038706887557264803 -0.0012676907396158591 0.0032865820561734246 0.00030605156582456906
leaf_weight=3.2192343920469382 1.018224399536847 1.2154247295111407 1.3682623580098248 7.4452569521963579 4.5231739450246087 1.727867305278777 5.8378087300807229 3.7177240345627061 2.2185960691422215 2.2818991914391509 2.1921361424028865 30.515494523569942 3.0653113387525179 2.5823195241391756 8.8631265200674338 1.7451793290674675 3.1273923330008984 0.91823458671569813 0.9787083975970744 5.4396199546754458 1.8869049437344063 0.98853281326592002 1.2758293040096749 2.4289935156703075 2.1968366950750431 2.8463298156857588 3.358587358146905 7.4165825434028774 8.3303264826536161 1.0398125015199182
leaf_count=69 12 23 10 73 83 23 148 39 39 18 39 1641 29 31 92 19 83 8 15 72 36 14 56 49 18 19 37 86 228 12
internal_value=0 -0.00160111 0.000526664 -0.0022915 2.66214e-05 -0.000290475 -0.000506146 -5.69511e-06 0.000393556 0.00221554 -0.000531944 -0.00279608 0.000842179 0.00112609 0.00162047 -0.000287483 -0.000798728 -0.00245361 -0.00210974 -0.000505575 -0.000212645 -0.0029458 -0.000597016 2.96313e-05 -0.000437586 1.12672e-05 0.00226206 -0.000614105 0.00290431 -0.0026498
internal_weight=0 74.858 50.9117 45.4862 39.2813 34.7581 33.0303 25.1739 21.4562 11.6305 29.3718 33.9953 19.2376 17.8693 14.804 27.1797 11.4909 4.04563 7.85633 25.4345 22.2153 32.7799 2.26436 20.3284 14.8887 12.4597 12.2217 10.2629 9.34855 6.87762
internal_count=3121 2305 816 1898 558 475 452 277 238 258 407 1734 199 189 160 368 164 91 175 349 280 1711 70 244 172 123 129 105 240 160
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 52 0 0 47 15 1 1 50 42 4 48 1429 150 2 3 150 52 16 0 2 52 148 43 159 3 47 43 1 2
split_gain=26.9675 7.01188 6.37843 6.43536 5.99955 4.36233 4.53876 4.12185 3.61819 3.33123 3.70923 3.31008 3.00864 2.77621 2.47868 4.70877 2.33968 2.25871 2.10715 2.6296 1.86185 2.88661 1.9179 1.37846 1.335 1.28489 1.15483 1.45709 1.0507 1.07941
threshold=0.094465000000000007 -0.40306999999999998 -0.060129999999999996 -0.10607499999999999 0.086785000000000015 0.035560000000000008 0.11146500000000002 0.13820500000000002 0.11843500000000001 0.092620000000000022 -0.49405499999999997 0.12879500000000002 0.084990000000000024 0.083095000000000016 0.10527500000000002 -0.10519499999999998 0.087380000000000013 0.10160000000000001 -0.53943499999999989 -0.062764999999999974 0.11474000000000002 0.13796000000000003 -0.081784999999999983 -0.083684999999999996 0.11639500000000001 0.013900000000000001 0.11596500000000001 -0.073959999999999984 0.089105000000000018 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 -2 3 12 5 8 -7 18 11 10 17 20 13 28 23 -16 -15 -4 -6 26 21 22 -3 -12 -24 -5 27 -20 29 -1
right_child=1 4 9 25 7 6 -8 -9 -10 -11 14 -13 -14 16 15 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025521180113698605 -0.0018285941184239636 -0.00074921909891885832 -0.0023260135452928309 -0.0020585650040340978 0.00094170453620205663 -0.0019344681264052918 0.0011012757626032337 0.0018135285321338329 -0.0014762293135645653 -0.0019768641344258707 0.0022281445902746352 -0.0012288303523106058 0.002144195771351348 0.0021424498631054342 0.0023822567201378115 -0.0023922618247639951 -0.00059011002347964046 0.00066074072080491699 0.00025255444702466912 0.00104388914443454 0.0022427068704393761 -0.0010200809580608447 0.001880689198604981 0.000564807825395158 -0.0001000709166981714 0.00040837098243710456 -0.0023873331502294059 -0.0017092803068564357 7.4176581280379844e-05 -0.0020004826361967138
leaf_weight=1.8744399659335673 5.3643667194992295 1.4954541064798892 3.4955143462866589 45.510489040985703 2.5682246088981637 3.9452084414660913 4.5898203551769257 3.1734497174620619 1.8695316575467575 4.0960486978292456 3.9586915001273182 1.8384540379047383 1.5922294948250044 2.0002667084336272 1.3902882561087611 2.4718885459005842 4.1508372612297535 1.5854341499507425 2.5497754551470271 2.056750951334835 13.171423248946665 2.1676544565707436 15.985722070559861 4.6879686936736062 1.6137637123465527 0.92805225402116676 4.0933919474482536 4.5252329483628264 1.7295419722795475 8.225277027115224
leaf_count=26 133 14 57 1676 21 75 42 27 22 77 23 10 11 13 9 42 37 12 24 22 200 18 217 28 17 6 49 46 14 153
internal_value=0 0.000452943 -0.00126772 -0.00158855 0.000639389 0.00103937 -0.000301958 -0.000344947 0.00133951 -0.000291131 0.000101417 0.00148464 -0.000590343 -0.000832497 0.000708855 -0.000673553 0.000298486 -0.00139404 -0.000778662 -0.00111274 0.00162951 0.00124966 0.00150732 0.00132633 0.00169907 -0.00200926 -0.00150991 -0.00100225 -0.0014206 -0.00167657
internal_weight=0 71.0082 87.697 66.0111 65.6439 46.677 8.53503 18.9668 38.142 21.6858 17.5898 36.2725 19.5726 17.9804 12.5088 3.86218 6.1511 5.08095 15.7934 13.2252 34.434 21.2626 19.0949 8.64666 17.5995 46.4385 11.1684 7.07501 11.8293 10.0997
internal_count=3121 937 2184 1936 804 615 117 189 498 248 171 476 254 243 102 51 50 69 162 141 466 266 248 51 234 1682 119 70 193 179
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 12 4 0 0 13 47 4 2 1429 150 42 484 3 40 150 47 48 14 52 1 41 160 3 2 12 16 15 15 3
split_gain=29.1535 8.20888 6.3957 5.94619 6.05085 5.83322 3.7584 5.26163 3.22748 3.01127 3.14493 2.96562 3.19887 2.37654 2.9319 2.02037 1.99515 3.69003 1.86765 1.75906 1.48985 1.45052 1.58415 1.44874 1.42051 1.76963 1.29135 1.17223 1.00963 1.70248
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 -0.060129999999999996 -0.10607499999999999 -1.0000000180025095e-35 0.093140000000000014 -0.14723499999999998 0.12992500000000004 0.084990000000000024 0.083095000000000016 0.092620000000000022 -1.0000000180025095e-35 -0.10831999999999999 -0.07334499999999998 0.088985000000000009 0.086785000000000015 0.086665000000000006 1.0000000180025095e-35 -0.07167999999999998 0.12337000000000002 0.08178500000000001 -1.0000000180025095e-35 0.013900000000000001 0.10584500000000001 0.092255000000000018 -0.071854999999999988 -0.037864999999999989 -0.0058549999999999991 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 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 9 16 7 -7 -3 10 28 12 -5 -14 -15 -12 18 -18 -2 -9 -8 22 -4 -6 25 -16 27 -21 -1 -30
right_child=1 2 21 11 23 6 20 19 -10 -11 15 -13 13 14 24 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022173526494189077 0.0022936080848759335 -0.0018470726899495562 -0.00026204941899248419 -0.0025031989713277204 -0.0021702700932692341 -0.0025175649667740639 -0.0021327361009549598 -5.5947100822700779e-05 0.0015178946702932526 0.0021820568695258571 0.0018225164808321911 -0.0020684775793650204 0.0012419603879513319 0.0018966458739251315 -0.0017448513038654796 -0.000714098460182155 -0.001508767995193915 0.002011979559292356 -0.00051007870704281554 0.0016843524064040392 -5.2487561594059038e-05 -0.00065088607597738166 0.0016908393684695884 0.00049822667150505907 -0.0025182260121087178 0.0010562075626068675 0.0028691271390400321 -0.00024703521726466291 -0.0023321738667017103 -1.7404984918827358e-05
leaf_weight=6.0530727040022647 16.784241285175092 13.052402101457121 2.8799287080764762 2.174650749191648 48.585982173681259 2.0432047601789298 3.5772292055189601 3.834920801222327 1.5104180574417103 1.5873824208974827 2.523849941790103 4.1586599834263316 7.1741892695426968 1.9416484348475975 2.2394371908157966 3.6451376639306545 2.3054066374897948 3.6559084318578243 1.2097703218460072 5.8963240943849113 3.0117987543344498 3.0925405174493781 6.2632013857364646 0.98587730526924033 2.3310376293957233 2.0535022653639317 3.0298761688172737 1.998315595090389 2.5603896398097277 3.6751434504985827
leaf_count=101 281 263 28 29 1671 29 31 33 17 11 16 77 46 11 33 34 16 39 12 58 24 22 49 6 39 13 22 19 55 36
internal_value=0 0.000441675 -0.000522178 -0.00139614 -0.00170864 0.000987218 0.000213115 0.000760147 -0.00149807 -0.000698255 -0.000945967 -0.000410528 -2.56522e-05 0.000316652 -0.000458346 0.000323679 0.00174311 0.000650408 0.00210511 0.00121389 -0.00118187 0.000639319 0.00107571 -0.0021172 -0.00114865 -0.000404981 0.00165966 0.00119547 -0.00158334 -0.000967879
internal_weight=0 74.1455 26.7985 91.69 69.6168 47.347 23.3917 16.8026 14.5628 20.045 18.4576 22.0731 17.9145 15.7398 8.56563 6.16899 23.9553 5.96132 17.994 14.7594 6.58903 12.2357 9.14313 49.5719 6.62398 4.29294 10.9245 7.89464 12.2886 6.23553
internal_count=3121 943 379 2178 1930 564 216 161 280 253 242 248 171 142 96 50 348 55 293 132 55 99 77 1677 85 46 99 77 192 91
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=12 4 13 133 0 132 14 132 13 52 457 2 52 47 4 51 43 13 457 52 157 0 1 1 46 1 12 3 4 15
split_gain=14.1207 6.36496 4.69868 3.57756 3.44176 3.1971 3.05775 2.83566 2.42972 2.354 2.14217 2.21337 1.91229 2.32397 1.91465 3.28055 1.89012 2.02086 1.88915 1.68969 1.58248 1.55513 1.53577 1.39355 1.369 1.39897 1.10973 2.32909 1.1038 1.20164
threshold=0.079890000000000017 0.181285 -0.00051499999999999994 -1.0000000180025095e-35 -0.060129999999999996 0.087955000000000019 0.018475000000000002 0.082230000000000011 0.11596500000000001 0.13796000000000003 0.080930000000000016 0.091265000000000013 -0.085984999999999992 0.092710000000000015 0.0061450000000000003 0.087505000000000013 -0.074359999999999996 -0.47860499999999995 0.091015000000000013 0.091275000000000009 -1.0000000180025095e-35 -0.090809999999999988 0.11249000000000002 0.13436000000000001 0.089105000000000018 0.077845000000000011 0.084100000000000022 -0.084074999999999997 0.50996500000000011 -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=2 4 3 7 10 12 24 -1 16 28 26 -12 23 14 15 21 20 -18 22 -15 -6 -14 -16 -4 25 -5 27 -2 29 -3
right_child=1 9 5 6 8 -7 -8 -9 -10 -11 11 -13 13 19 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024408942274488591 -0.0022856726766183077 -0.0005769006681030813 -0.0025778871137665947 0.00016826882642879566 -0.0017323163311945154 0.0030906141306611336 -0.0026470391485169061 0.0024713032534749938 0.0018111709564318898 -0.0024793598312043389 -0.0021370844264865922 0.0027059779438991047 0.0017850571123679559 -0.0028309470775221227 -0.0011166795499792982 -0.0028949020535065603 0.00050148814103964559 -0.0027582766303886688 0.0026667776399722483 0.00043738669936801657 0.0017906548313445366 -0.00079260973953047191 0.0016682332879868786 0.00078657011729843019 -0.00091024723128562779 0.0027709359891132952 -0.0027981216491271619 0.0029845603979063791 0.0028506818434744312 0.0015116469532808542
leaf_weight=3.0199387632310417 3.4879323244094849 4.7577062267810089 4.9591045528650275 1.8911831919103921 1.8129538651555774 2.1522644236683837 1.0928627029061306 1.3817896321415899 2.3781351502984753 2.1063651945441952 1.8745985161513083 1.2817592844367025 3.7334535401314497 3.8733867220580569 3.4123936779797059 3.3515450563281775 1.9645294025540332 7.0036076847463846 4.0382137410342693 1.9029697217047212 2.377349277958273 3.8199973050504976 3.0033553130924702 1.2418236620724199 1.0349634923040856 13.994631471112369 31.294220572337508 0.83922078460454841 1.7755173742771138 4.1701414920389652
leaf_count=64 146 55 97 18 33 25 13 31 28 34 66 17 32 38 38 37 11 165 37 20 34 36 38 10 10 300 1596 21 25 46
internal_value=0 -0.00153569 0.000378552 0.00139659 -0.00196043 -0.000264463 0.00195749 -0.000898858 -0.000830884 0.000265271 -0.00241299 -0.000170375 -0.000481075 -0.000155885 0.000276373 -0.000556234 -0.00130838 -0.0020442 0.0011449 -0.00175422 0.000266425 0.000481457 0.000187 -0.00190411 0.00225488 0.00246109 -0.00261171 -0.00126355 0.0008054 0.000398647
internal_weight=0 67.124 57.9039 22.4154 54.3143 35.4885 18.0136 4.40173 15.5366 12.8097 38.7777 3.15636 33.3362 27.1353 21.359 10.905 13.1584 8.96814 10.454 5.77636 4.1903 7.55345 6.41575 6.20093 16.9208 15.8858 35.6214 4.32715 10.7034 8.92785
internal_count=3121 2277 844 436 2117 408 341 95 271 160 1846 83 383 276 218 105 243 176 113 58 67 68 76 107 328 318 1763 167 126 101
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 3 3 1 14 128 151 4 52 51 16 159 42 11 43 12 474 48 158 16 16 52 1 150 49 483
split_gain=20.2847 6.69332 5.11475 4.70711 3.46746 3.35988 3.85221 3.32517 3.14929 2.66248 3.0662 2.42579 2.39204 2.2394 2.18643 2.02946 2.41231 2.75553 1.96751 1.96604 1.90687 1.60027 1.75498 1.40702 1.27385 1.45413 1.38519 1.70367 1.36868 1.2255
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 0.086785000000000015 0.11843500000000001 0.10732000000000001 -0.097604999999999983 0.13820500000000002 0.077685000000000018 0.086435000000000012 -0.40381499999999992 -0.17966999999999997 0.19022000000000003 -0.096089999999999981 -0.53943499999999989 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 -0.023869999999999995 0.085440000000000016 0.086280000000000009 0.10096000000000001 0.084765000000000021 -0.11676499999999999 -0.27167499999999994 0.077655000000000016 0.077845000000000011 0.087380000000000013 -0.009244999999999998 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 12 -2 4 8 6 15 14 9 10 -4 -12 13 -1 -5 16 -3 19 23 -18 21 22 24 -16 -15 26 -26 28 -28 -13
right_child=2 5 3 7 -6 -7 -8 -9 -10 -11 11 29 -14 20 18 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0026405622817516705 -0.0018653717330609594 -0.0026513875591229713 -0.0015609181940499707 0.0013001750573610124 -0.0019237843601416246 0.00041500137451776865 -0.0024442351323720152 0.0022680646896477965 -0.0020610868764605449 -0.0015830669426821369 -0.00091925225036506425 0.0022439179731921287 -0.0028845827315860328 0.0016034321382098512 0.0014574750208580683 -0.0029076650689930528 -0.0011441168342158972 -0.0026745157283948177 -0.0024261905826303406 0.0015553421447543397 0.0022343069421193766 0.0019673703355498973 -0.0028160549047918644 -0.0013010684053350026 -0.0022391739346027456 0.001035206454035352 0.0021550668239300251 -0.0018310271785375275 -0.00038264391623044064 -0.00018875684398129996
leaf_weight=2.0694045070558849 4.9213439896702758 2.5851657316088668 1.6208958365023125 2.2786354832351199 1.9882252328097809 3.7466569393873206 37.893186977133155 2.4449231363832942 1.5078512541949738 1.5357836596667755 1.7159853093326081 26.798575583845388 2.1609439663588992 2.2232351638376864 1.8575961068272571 2.6853382196277371 2.4350467510521394 1.8468932043761013 5.4032613020390272 5.3143662493675947 2.2549329847097388 1.9658652413636435 1.6829888578504313 2.9809401165693998 3.126332806423302 3.3679693397134551 1.9692840538919121 3.038270615041256 3.9618905819952319 1.3461149185895909
leaf_count=55 124 86 14 21 26 18 1705 25 11 16 23 417 34 20 19 50 33 38 58 48 19 15 29 42 45 25 19 23 43 20
internal_value=0 -0.00136969 0.000557722 0.000789369 0.00127099 -0.0018615 -0.00202316 -0.000385723 0.00145497 0.00161554 0.00177158 0.00195248 -0.000370786 -0.000159089 -0.00090394 -0.000949915 -0.00051834 5.62857e-05 -0.00139432 0.000707109 5.85884e-05 -0.000171358 -0.000388418 -0.000242017 -0.000157419 -0.000410578 -0.000813144 -0.000316097 0.000459933 0.00212757
internal_weight=0 84.3278 56.4001 51.4788 36.5134 56.5067 52.76 14.9654 34.5252 33.0174 31.4816 29.8607 27.8211 25.6602 12.5204 14.8668 12.1815 9.59631 10.2418 7.74941 23.5908 21.3358 19.37 4.83854 17.687 15.4637 12.0958 8.96945 5.93117 28.1447
internal_count=3121 2305 816 692 527 1978 1960 165 501 490 474 460 327 293 140 255 205 119 119 81 238 219 204 61 175 155 130 85 62 437
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 52 47 0 0 50 15 1 0 48 1429 42 4 1 16 15 0 52 52 51 148 3 43 3 2 3 47 0 12 2
split_gain=33.5527 9.1337 7.06111 6.87642 6.80494 4.59115 4.08932 4.96965 3.97038 3.50003 3.46621 3.42968 3.80715 3.27207 3.03479 2.54824 2.47583 2.24606 2.1456 1.88722 1.73114 1.56549 1.56257 1.25457 1.50487 1.2534 1.04318 0.919819 0.85713 1.07592
threshold=0.094465000000000007 -0.38533999999999996 0.086785000000000015 -0.060129999999999996 -0.10607499999999999 0.11644500000000001 0.035560000000000008 0.11146500000000002 -0.062294999999999996 0.12879500000000002 0.084990000000000024 0.092620000000000022 -0.49405499999999997 0.08592000000000001 0.26435500000000006 -0.15026499999999995 -0.18901999999999997 0.10160000000000001 0.26391000000000003 0.086685000000000012 -0.08224999999999999 0.013900000000000001 0.084740000000000024 0.10299500000000002 0.083215000000000011 0.14121000000000003 0.13082500000000002 0.024095000000000002 0.085885000000000017 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 26 5 4 10 6 9 -8 15 18 13 12 17 23 22 16 -4 -5 20 -15 -3 -6 27 24 -1 -17 -2 -14 -22 -30
right_child=1 2 8 11 21 -7 7 -9 -10 -11 -12 -13 14 19 -16 25 -18 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00054339278932854194 -0.0027773921387819604 -0.00015058892413326257 -0.0012765367071101616 -0.0029143457607717364 -0.0026085316140028996 -0.0017612975485792549 -0.0023434414107118685 0.0018444601481904764 0.0022861201481466772 -0.001446322804998551 0.0028498971766485501 -0.0024680952885014636 0.0013698360635611927 0.0012727623082751617 -0.001588115905886007 -0.0021280440166400912 0.002205750218729824 0.00080123811084421924 -0.00037136859773184504 -0.0014969407849770955 0.0027270882768197758 0.00076681918880864652 0.0002171013182182592 0.0004887798546700222 -0.0028484071301223572 0.00020476893375395973 -0.00037747308362117853 0.0033558718363065612 0.00091807024166522938 0.0029308510328800146
leaf_weight=2.6057138592004829 5.0702804345637551 1.7668964453041542 2.7066615708172321 3.5268146414309784 48.985600439831614 2.7593007851392022 3.4865724239498368 4.3630350977182388 3.2293632328510276 1.8654759526252735 1.6765921227633942 4.2237140852957955 3.2019096128642541 4.7312832325696936 2.6098477151244888 8.1867490429431182 2.8844343163073072 1.6255363523960111 2.0607073046267024 2.6110813952982426 26.365673508495092 0.95814628154039283 3.6685941480100155 1.2817277573049057 7.549693776294589 1.9504869729280478 1.6391826793551443 3.1777991428971291 4.5144671611487857 3.0390290021896362
leaf_count=35 125 16 21 57 1676 40 61 38 31 10 11 77 21 38 39 95 24 12 16 22 360 6 21 9 139 16 13 21 36 35
internal_value=0 0.000722208 0.00100476 -0.00162437 -0.00202342 0.0015181 0.00170875 -1.56866e-05 -0.000355131 0.00205047 -0.000752967 -0.000349382 0.000153066 -0.00107462 0.000924471 -0.000897436 0.000519968 -0.0017421 0.00222328 0.000287804 0.00237311 -0.00254378 0.00157707 -0.00194927 -0.00225698 -0.00167919 -0.00219107 0.0023591 0.00250457 0.00172788
internal_weight=0 75.8883 69.1789 92.4341 70.3998 50.2212 47.4619 7.84961 18.9577 39.6122 20.4561 22.0342 17.8105 18.7795 12.6582 15.7283 5.5911 5.15235 37.7468 7.34236 35.6861 49.9437 10.0483 11.4371 10.1554 10.1372 6.70946 6.37971 33.9192 7.5535
internal_count=3121 937 799 2184 1936 612 572 99 187 473 254 248 171 243 102 156 45 69 463 60 447 1682 63 183 174 111 138 42 431 71
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 1 13 3 51 52 128 474 42 124 12 15 3 4 42 48 159 11 0 52 0 148 43 4 0 151
split_gain=55.4117 13.2454 12.5812 9.50339 7.08827 5.14298 4.49446 3.7867 3.70727 3.74748 3.33349 3.02016 3.1411 3.50534 2.9931 2.76512 2.61126 2.52849 2.48465 2.4292 2.15124 2.80702 3.20103 2.09875 2.05083 1.7531 1.36036 1.32452 1.06288 0.983228
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.13820500000000002 -0.15078499999999997 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.084155000000000021 0.086280000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.064509999999999984 -0.14712999999999996 -0.10023499999999998 -0.17966999999999997 -1.0000000180025095e-35 0.12879500000000002 0.092630000000000018 1.0000000180025095e-35 -0.060129999999999996 0.26391000000000003 -0.23051499999999997 -0.080634999999999984 -0.073959999999999984 0.09173000000000002 -0.11756999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 10 14 28 18 -1 11 17 12 -10 -14 -5 -16 -15 -3 -8 23 21 22 -20 25 -18 -19 -17 -2 -4 -26
right_child=1 3 6 5 -6 -7 7 -9 9 -11 -12 -13 13 16 15 26 24 19 20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0022861477094420954 -0.0021849432515825742 -0.00033593528995971107 -0.0013605487894786828 0.00075279770232994326 -0.0016849890283302548 0.0020939904383103928 -0.0022498304375394552 -0.0021691246118483694 -0.0015235004119593823 -0.0025162853785586537 -0.00086172592888468925 0.0020404175216287173 0.0019990126070107044 0.0010966541257079318 0.00034248208859014294 -0.000764854761089399 0.0004345703314626058 0.0004418988317406498 -0.00096076755890983298 6.4685769885012263e-05 -0.002589833324054614 -0.0015587119695702847 0.0019590470878731486 0.00036935656205740674 -0.00021595369251402587 0.0022058970959699326 -0.0025041105666956656 -0.00022564134619056689 0.0002240078104153399 -0.001798588205342021
leaf_weight=4.0337715484201899 6.6195544786751253 2.4589421823620787 2.861523013561964 4.447168886661534 2.9999102465808383 3.4619212299585334 5.8179441988468197 71.997813053429127 5.8921992965042653 2.7201693803071967 2.2641713991761199 3.0332808941602698 3.9223607555031874 4.9736844971776106 3.400702573359017 3.0601030401885536 4.5479672104120317 2.6460448354482642 3.0525869838893414 3.1559570431709281 2.0173549205064765 4.273859329521656 3.6040979698300344 3.3481770604848853 2.4729825928807365 39.501159034669399 5.6055528484284798 1.9709289595484731 5.3417680189013463 5.7351091317832132
leaf_count=63 117 22 30 32 26 25 112 1693 61 26 17 19 28 28 22 30 28 18 30 18 16 51 18 23 18 398 55 13 28 56
internal_value=0 0.000734514 -0.00142444 0.00101242 0.00145303 -0.00023107 -0.00181593 -0.00195034 -0.00038658 -0.000156461 0.0016294 5.34677e-05 -0.000165343 0.000204254 -0.000718499 -0.00126076 -0.000192802 0.00173976 -0.00111095 0.00184467 -0.000599214 -0.000231822 0.000620094 0.00196814 -0.00069557 0.00209515 -0.00188993 -0.00173542 -0.000328727 -0.00132176
internal_weight=0 84.9403 136.298 76.3498 56.3744 19.9754 98.9669 90.7637 37.3315 33.2978 53.3745 30.5776 27.5443 21.6521 16.5135 12.0664 17.7297 51.1103 18.7658 48.6513 12.9479 10.9305 6.65668 45.4954 12.7561 42.1472 8.66566 8.59048 8.20329 8.20809
internal_count=3121 816 2305 686 522 164 1978 1920 327 264 496 238 219 158 139 107 130 479 227 457 115 99 48 439 102 416 85 130 58 74
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 1 3 3 51 52 38 4 48 2 474 42 124 16 42 159 3 3 0 0 8 52 151 43 160
split_gain=42.5269 10.8391 10.5558 6.92351 6.32366 6.88509 4.34269 3.89002 3.8264 3.1493 3.16865 3.0109 2.93245 3.05386 2.66827 2.62112 2.49947 3.0721 2.32728 2.10765 2.47292 3.48889 2.0479 2.21964 1.87 1.73759 1.64313 1.48271 1.26874 1.04971
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 -0.40306999999999998 0.094460000000000002 0.11610000000000001 0.14000500000000002 0.10732000000000001 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.10657000000000001 -0.036839999999999991 0.12879500000000002 0.090790000000000023 0.086280000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.53943499999999989 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 -0.10023499999999998 -0.23091999999999999 -0.060129999999999996 1.0000000180025095e-35 -0.07167999999999998 -0.024429999999999997 -0.073959999999999984 -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 11 9 -3 5 12 18 8 19 -1 15 -2 26 14 25 16 -11 -18 -6 -4 21 29 -19 -24 -23 -14 -5 -25 -20 -21
right_child=1 3 7 4 6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 22 28 20 -22 24 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023353222309366304 0.0022525261539012168 -0.0020118933946169648 -0.0023035286518901582 0.0010094115428581592 0.00047740378293959136 -0.0025842732730190416 0.0016699514060505829 0.00022426934366490112 -0.0021889824303637211 -0.0015271677195493418 -0.0025509475932692246 -0.00017333876068061186 -0.00022838780567338107 -0.00098120252814257354 0.0020734988032946058 0.0019780116353381016 0.0019487129408585632 0.00094908198340580303 -0.00075923539621834397 -0.00022046666858583895 -0.0026592441473250955 -0.00043547887390563134 0.00087627269412898074 0.00030213310102643023 0.001727439264989087 0.0018480825721508072 -0.0013378041281023453 -0.0017280453463596633 -0.0025155669522319464 -0.0023786216739420515
leaf_weight=3.6102659702301017 18.238830793648962 6.3057103604078284 5.0936372019350555 2.4786151610314846 2.3166566118597975 2.5164950415492049 2.5610408410429946 4.0889252275228491 63.765729270875454 5.3910688273608782 2.4723695814609519 2.739690773189067 4.8798669949174025 2.3025281056761733 17.903421267867088 2.7997156605124465 3.551271773874773 4.7313941903412475 2.8164356313645822 1.5187285356223581 2.4843501523137084 3.7733683884143829 3.0469116047024825 2.1951126530766629 3.6716136150062066 3.0478846952319145 3.1567293182015375 7.064824078232002 5.9811353720724583 3.3938688524067402
leaf_count=63 240 118 112 21 16 25 16 18 1705 61 26 18 33 12 179 19 28 28 28 16 24 36 19 16 20 24 26 67 60 47
internal_value=0 0.000612051 -0.00143177 0.000118532 0.000387419 0.000858669 -0.00086298 -0.00183065 -0.00193104 -0.000427317 -0.000206907 0.00193572 0.00111524 0.00139981 0.00161204 -5.54201e-06 -0.000219293 0.000123155 -0.00144664 -0.00110597 -0.000694976 -0.000300082 -0.000257345 -0.000721159 0.000631199 0.000569927 -0.000305419 -0.00124678 -0.0019533 -0.00171143
internal_weight=0 77.245 122.653 56.2665 49.9608 36.2855 13.6753 87.7902 83.7013 34.8629 31.2527 20.9785 33.769 28.1337 25.8312 28.7803 25.9806 20.5895 11.1142 19.9356 14.8419 12.3576 17.0382 12.3068 7.44498 7.92775 5.63534 9.25994 8.79757 4.9126
internal_count=3121 816 2305 558 440 320 120 1978 1960 327 264 258 295 248 236 238 219 158 104 255 143 119 130 102 56 57 47 83 88 63
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 12 12 0 3 39 16 48 50 2 38 4 14 447 376 132 13 457 0 2 2 16 3 160 42 15 4 2 48 160
split_gain=16.5256 5.99341 4.72623 3.71978 3.20115 3.09424 3.05215 2.89344 4.16107 3.00172 2.20408 2.18123 2.16984 2.1962 2.14957 2.10406 2.08821 2.04202 2.0004 1.88726 1.87568 1.62971 1.52658 1.37899 1.40565 1.33038 1.25467 1.16264 1.07082 1.09699
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.11534500000000002 0.11548000000000001 0.10657000000000001 0.40124500000000002 0.062655000000000016 0.084700000000000011 0.049360000000000008 0.081465000000000024 -0.50061499999999992 0.091015000000000013 -0.13027499999999997 0.10327000000000001 0.097220000000000015 0.64105000000000001 -0.12711499999999995 -0.079009999999999983 0.086835000000000009 -0.037864999999999989 -0.27825499999999997 0.099515000000000006 0.086260000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 10 11 5 6 7 8 9 17 -2 16 13 14 15 18 -3 23 28 20 26 -8 -20 -4 25 27 -5 -25 29 -1
right_child=2 3 4 19 -6 -7 21 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00063361108497237383 0.0029165308738263985 0.0022493797952042463 -0.0020981415355207709 -0.0022973192080198305 0.0024906217724903769 0.0037382213636591465 -0.0025877575746285986 -0.0021710923921220817 -0.0034293614342367617 0.003089935411005492 -0.00040064337447632783 0.0036350147961957506 -0.0033550857385104328 0.0030943051477182347 0.0017078709432174065 0.0021142773065137149 -0.0029686489325407277 0.0031914078384567357 -0.00011505291612030292 -0.0023770104213468157 0.0023886947269869739 0.0015751936664550987 -0.0027618214754730908 -0.0008365381817198184 0.0024471545864016165 -0.0023978180740145331 0.00078018916811772615 0.0020182130455346993 -0.0013503605254065324 0.0020652690421133916
leaf_weight=2.8469454273581505 10.065226836130021 0.73963358625769515 2.6765541788190683 2.7657530419528484 4.7668616231530896 1.7982538975775231 6.9766494650393716 4.3585879430174819 2.2028765976428977 4.9582141879945985 2.3286088854074469 0.49520314484834571 2.3514650855213395 1.7079914677888144 3.5833386406302443 2.0482701137661925 34.431343140080571 2.0131606422364703 2.7831414043903457 4.4070470109581947 2.4108909070491791 1.0172950923442838 7.8893779944628388 2.8198213651776314 2.3762625157833099 2.0167189724743366 2.2831957936286909 2.5785262286663055 4.0677706748247147 2.840556370094431
leaf_count=29 240 5 28 30 83 23 160 39 39 68 18 4 48 18 39 22 1725 22 17 104 16 15 178 23 19 18 14 21 32 24
internal_value=0 -0.00159344 0.000632678 -0.00227294 0.000125247 -0.000189771 -0.000397554 0.000112947 0.000572939 0.00102648 0.00229329 -0.00276875 -0.000521049 -0.00028105 -0.000502278 -0.00085464 -0.00285892 0.000319971 -0.00115233 -0.000782784 0.000159037 -0.00205799 -0.00207161 -0.000143674 0.000390599 -0.000268453 -0.000905633 0.000527037 -0.000146618 0.000714313
internal_weight=0 77.6519 52.9536 47.5331 40.5598 35.7929 33.9947 26.0007 21.6421 19.4393 12.3938 35.6662 30.1189 27.7674 26.0594 22.4761 35.171 14.481 20.4278 11.8669 7.45984 7.99394 10.6725 12.4679 9.79133 7.41507 5.04895 5.39835 9.75527 5.6875
internal_count=3121 2305 816 1898 558 475 452 277 238 199 258 1734 407 359 341 302 1730 131 280 164 60 175 195 109 81 62 44 44 85 53
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=1 4 3 52 1446 47 12 4 52 4 3 1 1 151 42 47 16 15 151 0 4 52 0 12 15 43 13 13 0 457
split_gain=14.5187 4.64667 4.6669 4.46703 3.94612 3.76904 4.27667 2.93269 2.92285 2.65294 2.55814 2.91651 2.5577 1.88648 1.78079 1.78039 2.09697 1.71075 1.51764 1.45098 1.25578 1.2235 1.22775 1.2093 1.84809 3.48997 1.15428 1.26979 1.15228 1.13868
threshold=0.094465000000000007 -0.15764999999999998 0.090900000000000009 -0.43320999999999993 0.091555000000000011 0.086785000000000015 -0.040564999999999997 -0.49405499999999997 0.10347000000000002 -0.04890499999999999 -0.097604999999999983 0.083135000000000014 0.12337000000000002 -0.27559499999999998 -0.098769999999999983 0.11893500000000001 -0.18708499999999997 -0.053579999999999996 -0.0038099999999999996 -0.059114999999999994 -0.019614999999999997 -0.07278999999999998 -0.030209999999999997 0.084100000000000022 -1.0000000180025095e-35 -0.084004999999999982 -0.13710499999999998 -0.0090849999999999976 -0.11437499999999999 -0.072694999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 10 -2 5 6 -5 8 -1 21 11 19 15 -11 -15 16 -7 -14 -4 -3 -13 -8 -23 24 -12 -26 -9 -28 -27 -16
right_child=3 2 18 4 -6 12 9 26 -10 13 23 20 17 14 29 -17 -18 -19 -20 -21 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0034729066966677591 -0.0031482689990238759 -0.0031976103645794613 0.0021508881592275267 0.0031411671619802975 -0.0035056039474869348 0.0010638727913656442 0.0010416570568775173 -0.00085879133261888493 0.0010303173384221772 -0.0022278139168708114 -0.0026974832140417323 -0.0010341483308284362 0.0022931884686214548 -0.0016449177832369493 -0.000641507039211427 -0.0033984529846536869 -0.002152954423134255 -0.0012366816532200647 -0.00084387094274069208 -0.00020466716136069958 0.0028615245023855687 -0.0034894774908655075 0.00063921369529962465 -0.0031024879188497395 0.0064530518141690182 0.00080752063768236399 0.0035426431348361594 0.00069005506656406163 -0.0031317014951362139 0.0019649008217333978
leaf_weight=3.4432487525045863 2.9836820904165497 4.2644020291045308 2.6913360022008419 9.5361477229744178 2.011031048372387 3.7898726724088201 1.4364212397485969 2.0206719636917114 2.1840502172708511 1.3795257098972822 8.3242092709988338 1.2380930557847025 4.1432891879230738 1.5826923809945608 1.7142706159502363 2.7392690312117338 3.7263345085084447 1.837657406926154 3.7622686047106972 2.3183953240513784 2.0173056423664093 2.3684832938015461 0.93005353957414572 25.127876972779632 0.62666985020041499 1.1814025491476063 2.3642814513295889 3.7286487091332656 1.6502645164728151 16.636666227132078
leaf_count=64 119 143 18 244 28 27 20 11 18 10 202 33 49 13 26 35 57 16 34 16 18 61 9 1474 11 13 22 35 72 223
internal_value=0 -0.00161454 -0.00202224 0.000478375 0.000679386 0.000841794 0.0013965 -3.59783e-05 -0.00172513 0.000757788 -0.00235733 -0.000977638 -0.000373926 0.00121582 0.00145414 -0.00129686 -0.000530944 0.00120863 0.000405028 -0.00214353 0.00137992 -0.00130392 -0.00232535 -0.00272507 -0.00192018 -4.92132e-05 0.00113556 0.00179696 -0.00148821 0.00172142
internal_weight=0 66.9431 53.2022 56.8154 53.8317 51.8207 35.5843 13.7409 5.6273 26.0481 46.7486 9.8382 16.2364 21.3132 19.9336 10.2555 7.51621 5.98095 6.4536 6.5828 3.2554 4.73496 3.29854 36.9104 11.7825 3.45834 8.1136 6.09293 2.83167 18.3509
internal_count=3121 2184 2034 937 818 790 606 150 82 362 1982 210 184 272 262 119 84 65 52 159 51 90 70 1772 298 96 68 57 85 249
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=1 4 4 457 151 31 2 11 1 16 4 52 3 3 151 50 16 150 16 4 34 47 52 15 9 13 160 150 0 12
split_gain=12.7289 5.3022 4.49197 4.90021 4.66264 4.1437 4.09472 3.05085 2.67376 2.39713 2.37964 2.60861 2.23481 2.1761 1.8657 1.72186 1.55154 2.02921 1.54401 1.68199 1.47649 1.44614 1.34806 1.57739 1.22017 0.994738 1.13797 0.971468 0.918089 1.71039
threshold=0.089770000000000016 -0.15764999999999998 0.27044500000000005 0.045365000000000009 -0.27559499999999998 -1.0000000180025095e-35 0.10855000000000002 0.081365000000000007 0.13075500000000004 -0.16075999999999999 -0.49405499999999997 0.10347000000000002 0.013900000000000001 -0.20241999999999996 0.056735000000000001 0.11875500000000001 -0.16927999999999996 -0.045534999999999992 -0.061854999999999993 -0.064054999999999987 -0.11726499999999999 0.12282000000000001 -0.077024999999999996 -0.016799999999999995 0.10750500000000002 -0.13710499999999998 -1.0000000180025095e-35 0.081835000000000019 -0.059114999999999994 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=1 10 3 5 -4 -2 8 9 16 -8 11 -1 13 -3 27 20 -7 -18 -11 -20 -6 24 -14 -24 -22 -12 -27 -5 -15 -30
right_child=2 12 4 14 15 6 7 -9 -10 18 25 -13 22 28 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0037440240477856243 0.0042973136084375587 0.0010963482543137166 -0.0035473210768992569 0.00022617222327038429 -0.0013564493989402864 -0.00058908017163968116 -0.0019917291356691472 -0.0037353007217343125 0.0012680396460766476 0.0039635468921201513 -0.00084583724947496781 0.00099159540642014868 0.0008604864086482855 -0.0031339836822774263 -0.0012313084184630535 -0.0014316093438643603 0.0024931054054069916 -0.0031728123574060094 -0.0015971787792311393 0.002407240289772068 0.0032183958836590467 -0.001077858354924577 -0.0038329380410582464 0.0002003603955561913 -6.1088472507291886e-06 -9.6431621058951946e-05 0.0029496814643543328 0.0034525590829080021 0.00089088858933288962 -0.0035206002474282086
leaf_weight=2.9781566550955176 1.6461558006703843 1.5298989936709393 1.7394117228686834 1.2652703076601008 1.0718117244541705 4.1307337423786512 2.0289380922913542 1.5844576563686121 2.497543189674615 2.8758310899138442 2.0046784728765488 2.2147130630910397 3.1941548883914948 29.2874336913228 1.529675645753741 1.3854342624545086 0.7269420549273552 13.664682395756243 1.8271559663116921 3.0695325825363406 13.560251044109465 1.0613771267235268 2.3032285738736391 1.9597071539610613 1.4151665270328511 2.0919692795723677 3.7215856313705427 5.2368055805563927 1.8344638012349634 2.0124883744865656
leaf_count=58 30 14 15 20 12 31 14 43 21 48 11 18 31 1640 19 14 16 430 21 42 269 12 28 20 18 24 29 79 18 76
internal_value=0 -0.00183414 0.000345643 -0.000269525 0.00162513 -0.000817152 -0.00107696 0.000519043 -0.00194147 0.00120678 9.67924e-06 -0.00172432 -0.00240369 -0.00275673 0.00205224 0.00211162 -0.00237424 -0.00288662 0.00204172 0.000913027 0.00239854 0.00264951 -0.000762624 -0.0019788 0.00291368 0.0011614 0.00185356 0.00282472 -0.00293463 -0.00141693
internal_weight=0 55.1325 62.3172 42.0837 20.2335 34.052 32.4058 11.3859 21.0199 9.80146 13.0111 5.19287 42.1214 34.6643 8.03175 18.494 18.5224 14.3916 7.77252 4.89669 17.1086 16.0368 7.45709 4.26294 14.9754 7.81823 5.81355 6.50208 33.1344 3.84695
internal_count=3121 1967 1154 814 340 696 666 168 498 125 140 76 1827 1748 118 325 477 446 111 63 311 299 79 48 287 64 53 99 1734 94
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=1 4 2 31 457 4 151 159 3 150 13 3 1 14 16 1 4 52 16 457 52 151 52 15 12 15 4 16 52 51
split_gain=11.0625 4.79972 4.00871 4.46859 3.17107 4.59726 2.89149 2.32832 2.15485 2.12449 2.4944 2.08993 1.92436 1.90806 1.80686 1.69285 1.46563 3.8537 1.46076 1.26822 2.0557 2.13945 1.14813 1.62623 1.11089 1.22612 2.08609 1.09218 1.32283 0.802561
threshold=0.089770000000000016 -0.15764999999999998 0.13754500000000003 -1.0000000180025095e-35 0.045365000000000009 0.27044500000000005 -0.16239999999999996 -0.032739999999999991 0.013900000000000001 -0.07848999999999999 -0.084154999999999994 -0.10023499999999998 0.10508500000000001 -0.46885499999999997 -0.36241499999999999 0.083135000000000014 -0.49405499999999997 0.10347000000000002 0.0057500000000000008 0.087195000000000009 -0.075329999999999994 -0.084084999999999979 -0.077024999999999996 -0.0058549999999999991 -1.0000000180025095e-35 -0.053579999999999996 0.09173000000000002 -0.18708499999999997 -0.012164999999999999 0.15000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 9 -7 -1 11 -5 14 15 -12 -8 -11 18 17 -9 -3 -6 -21 -22 -10 -24 -14 26 -26 -16 -29 -4
right_child=2 8 29 4 19 6 13 16 22 10 12 -13 24 -15 27 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0032753521142499754 0.0034406020614750677 -0.0032696754004836555 0.0026110827246214816 0.0021404180973109235 0.0031968101287833594 -0.0029687445133112496 -0.0013273426044440974 -0.0033481186016206385 0.00068928330502569075 -0.0025508911181631611 -0.0030719269439950076 -0.0028242113822776393 0.00040536964359056288 0.0020292740077302034 0.002995913214607778 0.0013812464739237089 0.001281629200043407 0.0026803450224004454 -0.00019001049929891564 -0.0023511790693661388 -0.00117075959591562 0.0029860735675763055 -0.0033672842442503291 0.00038339628395100565 -0.002156663700199657 -0.0030082813270766477 0.0025441322071567472 0.0017559006885509781 -0.001661402482859693 -0.00015943337769915649
leaf_weight=1.6448056735098351 3.0824283603578797 2.949494887143369 6.9089899435639373 1.5176634676754499 2.419185961596666 1.4588625393807877 1.7755945380777109 2.3490136498585339 3.2082482762634754 1.8075079396367071 8.4527206001803297 24.707957261241976 2.8404253888875246 8.8396774884313327 1.5089846029877656 1.8911015372723339 7.1934389844536772 1.5280827134847639 2.4715276751667261 1.49221920594573 1.6151251830160616 3.2690613754093647 2.2353795748203993 1.840171007439493 2.4594871206209068 3.5728779574856144 1.239684462547302 1.9711429905146358 1.9849281534552607 1.0518734902143476
leaf_count=33 82 108 148 26 48 14 26 48 31 17 311 1579 29 137 11 27 52 7 34 16 17 44 30 18 64 72 8 33 40 11
internal_value=0 -0.00157306 0.000294127 -8.57204e-06 -0.000229034 -0.000586899 0.00093177 4.95593e-06 -0.00208356 -0.00125721 -0.00145678 -0.00241355 -0.0020314 0.00146782 1.00924e-05 -0.00102589 0.000492328 -0.000972116 -0.00186561 0.00137523 0.000684125 0.00161147 -0.000632946 -0.0016738 -0.00116165 -0.00177372 -0.00058131 0.00085711 4.12952e-05 0.00224501
internal_weight=0 52.0192 59.2684 51.3076 48.2251 39.4296 12.0741 12.7153 39.3039 27.3554 25.8378 32.0201 18.5652 10.6153 7.27256 7.31212 11.0705 3.8771 5.42102 8.79559 6.37641 4.88419 7.2838 4.07555 10.1125 7.27205 3.69917 5.46506 3.95607 7.96086
internal_count=3121 1967 1154 995 913 788 177 140 1827 611 585 1748 484 163 101 169 107 55 142 125 77 61 79 48 173 144 72 84 73 159
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=12 1 14 13 4 132 133 3 3 11 132 41 52 52 0 47 4 151 1 14 16 16 51 13 15 48 52 46 1 2
split_gain=9.73111 4.92571 3.54188 3.89191 3.42555 3.31574 3.05925 2.80557 2.78328 2.2362 1.95275 1.91364 2.3219 1.78593 1.75212 1.69894 1.87019 1.74366 1.65904 1.50845 1.5008 3.00058 1.46648 1.34418 1.33703 2.15643 1.30874 1.29001 1.24801 1.19266
threshold=0.079890000000000017 0.13021500000000003 0.078320000000000015 -0.004174999999999999 0.40124500000000002 0.080640000000000017 -1.0000000180025095e-35 0.10732000000000001 -0.097604999999999983 0.087830000000000005 0.082230000000000011 0.078065000000000009 -0.12005499999999998 -0.090114999999999987 -0.053834999999999994 0.092710000000000015 0.0061450000000000003 -0.086944999999999981 0.13743000000000002 -1.0000000180025095e-35 -0.16927999999999996 -0.25582999999999995 0.087505000000000013 0.0027400000000000007 -0.026084999999999994 -1.0000000180025095e-35 -0.085984999999999992 0.089105000000000018 0.077845000000000011 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=2 4 3 6 7 15 10 8 11 -6 -1 12 -2 -14 -3 16 17 -5 -17 -18 21 -10 26 29 -15 -26 -19 28 -8 -21
right_child=1 14 -4 5 9 -7 27 -9 20 -11 -12 -13 13 24 -16 18 19 22 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.002604380192820411 -0.0029276021340488754 0.0045968485883016554 -0.0035050150537970434 0.0021266930229865031 0.0033698600753652324 0.0035718723046654593 0.00014426009563062362 0.00068741079037705119 -0.0024776057715986564 -0.0011386494044548358 0.0029880263290319722 -0.0036370335305800426 0.0036568820443030042 0.0018847696332090341 9.9717051020941128e-05 -0.0028322145202317132 -0.0017270589996771812 -0.00294512843396062 0.00096439783317758951 0.0045812143321906033 -0.0031772614160103289 0.0042827092725965625 -0.0033264055658714302 -0.00075907664501364798 0.0026867969496559576 -0.0022575609452860478 0.00018709751426762892 -0.0012040848657449983 0.0031002919007097783 0.0014705602927353272
leaf_weight=2.2991703506559165 3.2573823472484937 1.6085399501025679 2.285008354112505 1.7695047166198552 2.044457182288169 2.3827709686011067 1.7045349627733202 3.5763010047376147 3.315357493236661 2.6008858419954777 0.90552750974893559 2.6308103688061228 1.3613698426634053 2.0123265432193858 2.0505510792136183 4.7046447386965147 1.6949451956897963 1.8465357953682584 1.6065066680312154 1.7532729525119046 24.416836253367372 0.86042868997901578 2.809074460528791 1.9286458306014536 1.1695873010903577 4.2634674236178398 5.5892516858875725 0.93209780752658922 11.594142084941266 4.7759729186072946
leaf_count=56 119 25 39 17 26 33 18 19 93 23 25 60 12 28 32 63 26 53 11 13 1715 12 41 33 16 97 56 9 300 51
internal_value=0 -0.00153963 0.000419205 0.000604868 -0.00179652 -8.33917e-05 0.0018231 -0.00205842 -0.00228527 0.000845586 -0.00102418 -0.00114435 -0.00060077 0.000259863 0.00207666 -0.000389226 3.11603e-05 -0.000830129 -0.00186578 0.00105037 -0.00287164 -0.00108463 -0.00134084 0.00160696 -0.000361274 -0.00119318 -0.000590731 0.00246429 0.00272141 0.00230585
internal_weight=0 55.1683 50.5816 48.2966 51.5092 30.8611 17.4355 46.8639 43.2876 4.64534 3.2047 14.6949 12.0641 8.80675 3.65909 28.4784 22.1672 12.0144 6.31115 10.1528 28.5926 4.17579 10.2449 8.45789 7.44538 5.43305 7.43579 14.2308 13.2987 6.52925
internal_count=3121 2277 844 805 2220 397 408 2171 2152 49 81 332 272 153 57 364 290 167 74 123 1820 105 150 97 141 113 109 327 318 64
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=1 4 4 31 2 150 123 8 159 3 3 2 3 4 1 42 1 16 49 52 4 38 0 16 457 52 15 52 11 1375
split_gain=8.49528 4.20435 3.42886 3.01488 3.76799 2.82727 2.35395 2.34597 1.96198 1.9176 1.93247 1.8549 1.82389 2.00324 1.78715 1.60711 1.38619 1.39981 1.20178 1.32032 1.90512 0.976162 1.73664 1.26494 1.41167 0.956538 1.47319 0.894345 0.835679 0.814318
threshold=0.089770000000000016 -0.15764999999999998 0.51303500000000013 -1.0000000180025095e-35 0.090425000000000019 0.081835000000000019 0.087755000000000014 0.078785000000000008 -0.032739999999999991 0.013900000000000001 -0.10023499999999998 0.13754500000000003 0.099930000000000005 -0.081114999999999979 0.13075500000000004 0.090470000000000009 0.083135000000000014 0.0057500000000000008 0.082865000000000008 0.096795000000000006 -0.27825499999999997 0.084835000000000008 1.0000000180025095e-35 -0.16927999999999996 0.084365000000000009 -0.077024999999999996 -0.0058549999999999991 0.077655000000000016 0.087830000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 11 14 -1 10 16 12 13 -6 21 -15 17 -3 19 20 -10 22 23 -5 -25 -11 -27 -13 -9 -7
right_child=2 9 -4 4 5 29 -8 28 18 25 -12 27 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028116187359853535 0.0030247204865872556 -0.002836871359370885 0.0025163949542991483 -0.00054270688484820567 -0.0021171576622211301 0.00020282603520263337 0.0028010750927884489 0.0027713842193051387 -0.001697073501157748 0.00054368229561208448 -0.0024194590599094252 0.000237983321971805 -0.0018227797298571143 0.0018660277443214562 0.00035730812153032132 -0.0011702032902848928 0.0011265786884031663 -9.046690859437637e-05 0.0022472480077672902 0.0014262855821330022 0.0014931526198675969 -0.0046184195016887751 0.002785449860546903 -0.0027373735216823718 0.0011412404603811318 -0.0029001722612669464 0.00031382405146424859 0.002820840095726689 -6.8120440823439782e-05 0.0019973565518002535
leaf_weight=1.4105851389467705 2.1630800273269406 2.5867630280554286 4.0445945821702471 3.4855295773595554 2.0196415856480634 2.1362222246825695 1.7093584947288025 1.2398893684148782 3.9770838636904933 3.1167605798691511 20.744078745134178 2.2931621428579088 6.3023065337911248 3.6169111561030203 3.1928191669285289 1.6991707570850847 1.7692269766703246 2.3475734954699874 1.9503878466784943 2.9064814429730177 1.8045610263943674 0.76452397741377431 0.5660704895854004 7.2439981885254383 0.68076060526072968 2.0016870349645619 1.7927879095077504 1.4518915154039858 1.5422675311565397 7.7982574440538865
leaf_count=33 58 108 121 27 78 19 43 31 58 31 1579 39 93 53 29 19 27 34 14 18 17 7 11 341 9 30 18 16 14 146
internal_value=0 -0.00126675 0.000235955 5.11381e-05 -8.35859e-05 0.000497324 -8.24098e-05 -0.000984534 4.2122e-05 -0.00172576 -0.00203103 -0.000365956 -0.000806769 6.61123e-05 -0.0013655 0.000895562 -0.000829039 -0.00153023 0.000420506 1.04227e-05 -0.000701343 -0.00179724 -0.00161714 -0.00183556 -0.00240419 -0.00051338 -0.00138164 0.00123931 0.00119733 0.00161148
internal_weight=0 46.408 53.9505 49.9059 47.7428 29.0269 19.0924 18.7159 12.0491 34.3589 27.4476 17.3831 13.638 7.33572 15.9337 5.31608 6.70356 4.93434 10.6385 8.68813 5.78164 12.7409 11.9764 11.4103 7.92476 6.91124 3.79447 3.74505 2.78216 9.93448
internal_count=3121 1967 1154 1033 975 506 341 469 140 1827 1748 298 243 150 424 72 169 142 107 93 75 395 388 377 350 79 48 55 45 165
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=12 4 13 0 133 132 13 52 132 14 52 47 457 2 4 43 13 1 157 52 1 4 52 457 1 1 41 15 12 3
split_gain=18.7898 7.96977 5.57485 4.05091 3.78435 3.41264 3.10418 2.99469 2.88483 2.57136 2.50482 3.36553 2.16957 2.52334 2.12924 2.07399 2.34071 1.89286 1.81023 1.76847 1.65881 1.54034 2.42568 1.71694 1.27843 1.22817 1.44021 1.17329 1.141 2.38554
threshold=0.079890000000000017 0.181285 -0.004174999999999999 -0.060129999999999996 -1.0000000180025095e-35 0.087955000000000019 0.11596500000000001 0.13796000000000003 0.082230000000000011 1.0000000180025095e-35 -0.085984999999999992 0.092710000000000015 0.080930000000000016 0.091265000000000013 -0.031404999999999995 -0.074359999999999996 -0.47860499999999995 0.10612500000000001 -1.0000000180025095e-35 0.091275000000000009 0.086105000000000015 -0.00099499999999999979 -0.065544999999999978 0.091015000000000013 0.077845000000000011 0.091615000000000016 0.08178500000000001 -0.037864999999999989 0.084100000000000022 -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 3 4 12 8 10 15 25 -1 24 17 14 28 -14 -12 18 -17 -4 -5 -13 -16 -22 -23 27 -6 -3 -27 -24 29 -2
right_child=1 7 5 6 9 -7 -8 -9 -10 -11 11 19 13 -15 20 16 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0021234861295771038 -0.0020575535829986231 -0.0012154038606586569 -0.0027064513320261808 -0.0016049470369509935 0.00021854248353254675 0.0029158668679627781 0.001988617209238219 -0.0023959185713312999 0.0025485456948465585 -0.0016910001561893141 -0.00086050057589784053 -0.0026445738210404269 -0.002055078900918059 0.0026221028474097152 -0.0010125552275475338 0.00064921813116029206 -0.0025580688331059533 8.712830820539153e-05 0.001826173295005011 0.00034206250951150554 0.0030836134010445849 -0.0012792637620443819 0.001570500354542029 0.0031772884352428169 0.0024378670432170196 0.0018905425982312987 -0.00043935294262236119 -0.00088504681653289101 -0.00257864630828992 0.0029316735515686038
leaf_weight=2.9682134892791536 3.6937632914632559 1.5109941940754641 4.4376242738217107 1.8514295276254413 1.9478354137390912 2.3831386044621459 2.4274906497448674 2.1431376095861188 1.2702410444617269 1.210755893960594 5.6104053761810091 4.0588679425418368 1.9714306890964501 1.2807567324489353 2.3861126881092849 1.9377375803887824 7.3067886773496866 2.58263592235744 2.3469115979969493 1.9880549870431421 2.7125794850289884 2.6269301660358968 3.9274260662496117 2.9460950084030628 16.946476679295301 7.0844530295580608 2.3875473290681839 1.964992791414242 34.501461675390601 0.78151021897792716
leaf_count=59 146 35 86 33 18 25 28 34 25 14 52 39 66 17 34 11 165 29 34 21 24 18 44 31 304 68 23 21 1596 21
internal_value=0 -0.00141645 0.000537134 -0.00182895 0.00150454 -8.87851e-05 -0.000711483 0.000409354 -0.000723304 0.00197421 -0.000291968 5.30005e-05 -0.00224891 -0.00021314 0.000520854 -0.00119906 -0.00188579 -0.00167874 0.000313081 -0.00166265 0.000988729 0.00132554 0.0009096 0.00156016 0.00220907 0.000956753 0.00130326 0.000751629 -0.00241878 -0.00118629
internal_weight=0 71.2254 61.9684 58.0993 24.3435 37.6249 15.8704 13.1261 4.23845 20.1051 35.2417 28.2215 42.2289 3.25219 22.1745 13.4429 9.24453 7.02026 4.19834 6.04692 16.5641 14.178 11.4654 8.83851 18.8943 10.983 9.472 5.89242 38.9767 4.47527
internal_count=3121 2277 844 2117 420 424 271 160 84 336 399 284 1846 83 224 243 176 115 67 60 172 138 114 96 322 126 91 65 1763 167
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 51 3 39 52 47 50 48 2 159 42 11 474 12 43 42 52 52 38 16 12 160 0 4 1 15
split_gain=15.8078 6.20665 3.34648 3.0841 4.1128 2.83823 2.79569 2.66422 2.55878 2.4401 2.60422 2.73702 2.85461 2.12835 2.46337 2.95235 1.97262 1.9252 1.88119 1.59166 1.56944 2.05369 1.52752 1.348 1.3029 1.30714 1.28518 1.0034 3.79825 1.94434
threshold=0.104035 0.079890000000000017 -0.064509999999999984 0.10732000000000001 -0.097604999999999983 -0.097539999999999974 0.16158000000000003 0.15619500000000003 0.19022000000000003 0.13148500000000005 0.11534500000000002 0.12879500000000002 0.11548000000000001 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 0.084660000000000027 0.085440000000000016 -0.079109999999999986 -1.0000000180025095e-35 0.13796000000000003 -0.43320999999999993 0.10657000000000001 -0.5315899999999999 -0.085119999999999987 -1.0000000180025095e-35 -0.055064999999999996 0.0061450000000000003 0.086560000000000012 -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=1 5 22 4 13 -1 7 9 16 10 11 12 20 14 -3 17 18 -16 19 -7 21 -4 -2 -23 -20 -26 -25 28 -27 -29
right_child=2 3 6 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 24 -21 -22 23 -24 26 25 27 -28 29 -30 -31
leaf_value=-0.0023203034013721995 0.0020631748531273076 -0.0022907053999856627 -0.0022246219052548823 0.00043252806172275381 -0.002056694819924652 -0.00080521345788876883 0.001810955094328018 0.0026087147725061704 -0.002274271211481476 -0.0017330631794423704 -0.0024158547713361749 -0.0020236313671185384 0.001887448516086252 -0.0024830823451055615 -0.00077184917327962157 -0.0018061631139125807 0.0018143505540046472 0.001634561310693584 -0.0019775405753628241 0.0016275036912544558 -0.0018233613292815288 -0.00063471532301499994 -6.0768773505843088e-05 0.00040542106631979307 -0.0018113384349818177 0.00112046099248712 0.002150771316254213 -0.00042707255124706256 -0.0023075006489465871 0.0025405056478889684
leaf_weight=2.7256613448262241 8.5688819382339698 2.3690433055162421 1.3300945982337022 3.7208565175533286 32.286720644682646 1.752841494977474 4.7754407022148362 1.7649723775684822 2.1280048955231896 3.9161692745983592 1.7753614112734784 2.1301440149545661 5.5745208058506241 2.5448549296706906 2.2804486751556379 2.6147618275135756 3.1462946347892276 5.0260876882821321 2.2579543851316108 4.5975559912622108 1.8267809897661198 2.9564946666359964 1.9639117941260327 5.2315178792923742 1.9550031498074627 3.3659151587634977 3.2134606242179871 2.2527810148894787 2.7888061292469501 1.9379355683922765
leaf_count=72 210 89 62 19 1732 20 83 23 32 39 33 15 80 52 34 66 29 50 39 62 18 27 17 53 29 23 31 28 40 14
internal_value=0 -0.00101442 0.000595482 -0.00147136 -0.00162169 -0.000210778 0.000268255 2.03683e-05 8.82326e-06 -0.000143053 0.000115981 0.000317882 0.000565624 -0.000674967 -0.000300576 0.000174634 0.000210795 0.000883495 -3.0504e-05 0.000956023 5.94858e-05 0.000329645 0.00166715 0.000627625 -0.000460829 -0.000182411 0.00106956 0.000125412 -0.000432805 0.000945241
internal_weight=0 79.7515 45.0278 50.8428 47.1219 28.9088 34.495 29.7195 26.1831 27.9545 24.0384 22.263 20.1329 14.8352 12.2903 9.9213 24.0551 7.30654 20.9088 6.3504 14.5583 12.7316 10.5328 11.4015 14.5584 12.3004 8.44498 10.3454 6.15472 4.19072
internal_count=3121 2430 691 2042 2023 388 464 381 316 358 319 286 271 291 239 150 284 84 255 82 191 173 227 111 173 134 84 105 63 42
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 52 0 0 52 12 1456 151 42 2 14 1 48 4 52 1 47 48 2 3 3 51 457 11 151 159 50 160 2 43
split_gain=18.8185 5.40089 4.90923 5.96258 4.9067 3.63631 3.49385 3.17862 3.09989 3.01236 2.9512 2.77887 3.07797 2.70314 2.61623 2.5705 2.5392 3.36949 2.06939 4.3471 2.00231 1.99888 2.15384 1.79236 1.99132 1.76143 3.68163 1.45534 1.35979 1.17995
threshold=0.094385000000000011 -0.40306999999999998 -0.060129999999999996 -0.10607499999999999 0.19022000000000003 -0.040564999999999997 1.0000000180025095e-35 -0.27559499999999998 0.092620000000000022 0.090790000000000023 0.062655000000000016 0.077565000000000009 0.086260000000000017 -0.49405499999999997 0.10347000000000002 0.11507500000000002 0.086785000000000015 0.11280000000000003 0.10527500000000002 -0.116045 0.11296500000000002 -0.076794999999999988 -1.0000000180025095e-35 0.08776500000000001 0.077805000000000013 -0.22563499999999997 0.10987000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -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 -2 3 10 5 16 7 -7 13 15 11 20 27 14 -4 28 -3 -18 29 -20 -1 -11 -23 24 -24 26 -6 -13 -9 -15
right_child=1 4 8 -5 25 6 -8 9 -10 21 -12 12 -14 18 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021434839723726102 -0.0018355992655973556 0.0022250273017380951 -0.0023924032973631462 -0.0020296994337651994 0.001684855122600444 -0.0023593361723834665 -0.0023978696314831999 7.9612458543723075e-05 -0.0020436405426066751 -0.00065137173897586269 -0.0023199775772308681 0.0004589388376954635 -0.0011492962609454026 0.0021358753944034905 0.0011657628047486916 0.00093688474702119525 -0.0012738098691264634 0.002369738847332695 0.0024950380291517485 -0.0024666351286080292 0.0010985365471637505 -0.00054676542943580902 0.0022957482539697114 -0.00040172457201264976 -2.7722902858666197e-05 -0.0022994537475059971 -0.0023186102976305084 0.0025072263957829381 -0.0019403757741608442 0.00050372436162978752
leaf_weight=3.8187152389436987 4.6647833082824937 10.752596020698546 3.1028941534459635 37.007929459214211 2.2482667490839958 1.6067101657390583 1.9109556302428234 2.6410561166703701 3.7832367569208136 2.3133832439780262 3.392199780791997 3.3498859144747257 3.1744520887732506 3.6525681056082275 1.3536519221961496 5.3407879825681448 2.6104986332356921 2.0799907147884369 1.2417923212051394 2.2915817238390455 1.1247844249010084 2.1503114961087766 12.188963253051037 1.6120669841766346 1.9517375864088524 3.112717241048812 1.9618463870137928 2.9980314746499044 3.580559531226756 4.5204103253781751
leaf_count=93 133 242 58 1677 33 14 23 20 77 23 75 33 26 23 11 54 21 30 8 43 6 24 153 15 17 32 36 20 73 28
internal_value=0 0.000375267 -0.00121078 -0.00154064 0.000552889 0.000788741 0.000410574 0.000571326 -0.000303448 0.000719498 -0.000527146 -0.000106733 0.00056769 0.000103877 -0.00131163 -0.00014994 0.00165307 0.000341917 0.000642753 -0.000722872 -0.00140583 0.00121676 0.00145815 0.00173183 0.00197506 -0.00108132 -0.000180697 0.00142632 -0.0010829 0.00123315
internal_weight=0 62.7272 74.8121 54.866 58.0624 50.7396 35.2965 33.3856 19.9461 31.7789 17.8581 14.4659 9.52237 16.1629 4.45655 11.5624 15.4431 4.69049 11.7064 3.53337 4.9435 20.2165 17.9031 15.7528 14.1407 7.32283 4.21011 6.34792 6.22162 8.17298
internal_count=3121 943 2178 1930 810 709 416 393 248 379 253 178 79 171 69 147 293 51 102 51 99 232 209 185 170 101 69 53 93 51
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=12 4 43 3 0 52 457 43 0 16 52 481 453 0 46 159 1 0 48 4 1 12 3 1429 159 52 2 16 47 1
split_gain=9.04038 4.37271 3.54555 3.43172 3.29604 2.16206 2.15146 2.14983 2.13015 2.30127 1.87716 1.74505 1.80949 1.68854 1.68852 1.67637 1.37217 2.11698 1.62371 1.41617 1.22055 1.18972 1.90272 1.66889 1.25273 1.17269 2.19603 1.14088 0.985556 0.949151
threshold=0.051320000000000005 0.181285 -0.04890499999999999 0.31299000000000005 -0.060129999999999996 -0.087284999999999988 0.080930000000000016 -0.40263499999999991 -0.053834999999999994 0.40020000000000006 0.13796000000000003 -0.0079799999999999992 1.0000000180025095e-35 -0.10474999999999998 0.089105000000000018 -1.0000000180025095e-35 0.11323000000000001 -0.23051499999999997 0.086665000000000006 -0.0019149999999999998 0.13021500000000003 0.084100000000000022 -0.084074999999999997 0.087935000000000027 -0.50206999999999991 0.11434500000000002 0.092120000000000021 -0.0092699999999999987 0.090100000000000013 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 20 -1 -6 25 -3 -7 16 -8 -5 -9 17 18 -13 27 21 22 23 -2 -23 26 -10 -19 -21 -17
right_child=1 10 3 14 8 11 13 15 9 -11 -12 12 -14 -15 -16 29 -18 19 -20 28 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096076220631292734 -0.0037444831206475968 0.00098602168384439421 -0.0028293495359174503 0.0038839971885274291 0.0031560663272177988 -0.0039169742296011906 0.0035856635565922053 -0.0016514955501280583 -0.002367341161204628 -0.0039021857415356188 -0.0030384384553558729 0.0038507079082205548 -0.0032633638013725946 -0.0022118085011727483 -0.0018675130200898236 0.0017272194893174283 0.0020611309295893521 -0.0012135262822110364 -2.9748230053313277e-05 -0.003757544968803777 0.0039874866107561056 0.0015117486834858934 0.0034074347331889392 0.0043348189401825688 -0.003739918803817105 -0.0028486009050195365 0.0017760397756622411 0.0023710790641536693 -0.00035713810042721657 0.0039644907125696519
leaf_weight=2.5847874861210576 2.7108237277716407 9.619760883972047 4.7305655088275662 3.6389742400497189 1.6335820071399219 1.5115921273827613 1.1307491511106493 1.0609641391783942 2.584902671165759 3.1837080642580995 1.8071248289197672 2.4591213297098937 1.9150946885347355 1.5820696018636216 0.82121344469487656 3.9846447817981225 5.0392665117979041 2.8814805690199137 3.3348582945764065 3.1073127305135069 0.30790941044688125 0.61319642327727208 0.83892202191055787 0.38301391713321198 21.527347088791419 1.9292068500071762 4.791371863335371 1.9569881614297671 1.7483055125921962 6.6315793357789516
leaf_count=32 155 128 108 97 29 31 9 15 31 119 34 34 20 76 9 52 74 29 28 59 4 29 23 3 1563 31 66 22 18 193
internal_value=0 -0.00164357 0.00051855 -0.00013139 -0.00217057 -0.000591085 -0.00286768 0.00202901 -0.000734484 -0.00124337 0.000349566 -0.000149061 0.000104724 0.000204677 0.00282502 0.0026908 0.000418949 -0.000115359 0.00161722 -0.00115089 -0.00318361 -0.0032683 -0.00143201 -0.00274427 -0.00359447 -0.000333698 0.000324055 0.000236319 -0.0025332 0.00312476
internal_weight=0 54.6437 47.4067 33.1448 43.2168 28.6846 29.094 14.262 14.1228 12.4892 11.4269 23.954 22.4424 2.71282 4.46019 11.6772 20.5273 15.4881 5.79398 9.69409 26.3812 26.0733 3.93276 3.09384 22.1405 9.30548 7.37627 4.83847 4.85562 10.6162
internal_count=3121 2300 821 529 2138 423 1862 292 276 247 162 315 284 85 106 260 264 190 62 128 1777 1773 181 158 1592 128 97 51 77 245
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=1 15 484 4 1446 15 457 2 124 38 133 157 52 133 16 160 39 42 151 52 4 4 1 51 48 2 403 15 1 42
split_gain=7.98764 3.24884 3.75408 2.87624 2.66045 2.65726 4.05943 2.65363 2.7186 2.41718 2.3994 2.6408 2.18576 1.94146 2.06675 2.73052 2.59773 1.9727 2.15062 1.78028 3.35375 1.78551 2.03769 1.65813 2.60434 1.79067 1.37619 2.07552 1.29039 1.24235
threshold=0.094385000000000011 0.084050000000000014 -0.0068949999999999992 0.51303500000000013 0.088980000000000017 -0.043924999999999992 0.082380000000000009 0.14753000000000002 -0.043384999999999993 0.082490000000000022 0.10622000000000002 -0.083944999999999978 0.11434500000000002 -0.25159999999999993 0.071345000000000006 -0.079279999999999975 0.16946000000000003 -0.11051499999999999 -0.27559499999999998 0.10347000000000002 -0.49405499999999997 -0.15289999999999995 0.077845000000000011 0.12547500000000003 0.12230500000000001 0.10467500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11353000000000001 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -2 11 -7 19 -10 15 -15 29 -17 -19 20 -13 -22 26 24 25 28 -23 -28 -20 -16
right_child=3 -3 5 -5 -6 10 -8 -9 13 -11 -12 12 -14 14 16 17 -18 18 23 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029987293928274688 0.0026092568359322092 -0.0024815429386820533 -0.0024841795570683728 0.0027369439872070357 -0.0032393778555452144 -0.0030643821488645201 0.001013693606555603 0.0026240848444924417 -0.0033684746392426954 -0.0027130522285854879 -0.0030997623111022987 -0.0031786309177802368 -0.0021110689004177965 -0.0021481534616688007 -0.0026349746225970186 -0.0028954062709845838 0.0037172283250534455 -0.0029984142986975819 -0.00045708356148184442 0.0041562670534033641 0.0027568156047859411 -0.0032607934287727995 0.0021763279577241309 0.0040363280256353806 -0.0026689070116504435 0.0023295292412867296 -0.0029353938621690429 0.0020033269900502524 0.0019068689777262662 0.0013648071276951832
leaf_weight=5.5025045890361062 4.967643833719193 12.79141795542091 9.1885017910972184 3.8112367093563071 1.7620927412062872 1.5507566165179039 3.7476997710764399 3.637671371921896 1.5162314306944633 0.79406407475471485 1.644658476114272 1.4832787970081014 1.8427702439948905 3.137184510938833 4.9867950808256856 1.1583053991198671 0.68124142289161671 1.0647881291806829 5.3764642830937905 1.4366454109549511 4.4592595230788028 1.2738872151821858 3.2720305873081088 1.4615428550168861 1.5007225517183531 6.721222234889864 1.0566390920430437 1.9292762093245959 2.8266427163034678 0.71199620142579068
leaf_count=296 134 935 479 121 32 75 42 80 23 8 33 34 33 45 171 10 5 12 107 7 37 50 63 17 14 116 57 37 34 14
internal_value=0 -0.00124523 -0.000833275 0.00038015 0.000167826 -0.000470943 -0.00147082 0.000315913 8.83985e-05 0.00187575 0.000177436 0.000471892 0.000799215 -0.000242274 -8.22833e-05 0.000309642 -0.00151034 0.000693067 0.000912394 0.00115888 0.000839298 0.00133631 0.000495291 0.0011452 0.000887945 0.00124561 -0.000795944 0.00025564 0.000357492 -0.00213525
internal_weight=0 51.1793 38.3879 46.1158 42.3046 32.8854 12.9362 40.5425 36.9048 5.76171 19.9492 18.3045 16.7538 31.1431 29.6269 23.2469 6.38003 20.1097 18.9514 14.911 13.4744 11.9911 7.53183 17.8866 16.4251 14.9243 4.2598 2.98592 8.20311 5.69879
internal_count=3121 2178 1243 943 822 947 521 790 710 142 426 393 318 568 545 355 190 310 300 285 278 244 207 288 271 257 144 94 141 185
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=1 47 4 0 0 123 50 128 14 133 48 149 49 51 0 1 159 52 1373 159 159 150 133 16 3 1 51 3 3 133
split_gain=12.5153 3.93887 4.72972 3.77773 5.142 2.73079 2.57719 2.46661 2.4295 2.32137 2.30092 2.54117 2.23666 2.09682 1.91869 1.91211 1.88461 2.25305 1.76393 1.734 1.62861 2.14929 2.55769 2.42321 1.50819 1.27415 1.25573 1.22118 1.15079 1.41576
threshold=0.094385000000000011 0.086785000000000015 -0.04890499999999999 -0.060129999999999996 -0.10607499999999999 0.083430000000000018 0.11843500000000001 0.086435000000000012 0.062655000000000016 0.10622000000000002 0.12879500000000002 0.10096000000000001 0.082865000000000008 0.08955500000000001 -0.040504999999999992 0.077565000000000009 -0.032739999999999991 -0.12005499999999998 0.084905000000000022 0.092630000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.084940000000000015 0.10557500000000002 -0.076794999999999988 0.013900000000000001 -0.116045 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 5 4 8 25 7 10 12 16 11 18 13 15 20 24 -5 -18 26 28 -3 -22 -23 -24 -1 -2 -4 -6 -19 -30
right_child=1 14 6 9 27 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025288497579228288 -0.0029211412280775381 -0.0029843250465349663 0.00042357946677375359 -0.0030062150767609856 -0.0026288123224838728 0.0030148636486357597 -0.0019264717507819378 -0.0019883052373480909 -0.0029435500842781947 -0.0029500133268523052 -0.0010788406880700523 -0.0020879480593627522 -0.0028924819939502343 -0.0022840975399067475 0.0016517509965909597 0.0017583235476219359 -0.0019437234572532271 0.0024639381042449002 -0.0010226548077154557 -0.0012085010645278573 -0.0030778177227969612 -0.0026421281256551014 0.0016318156374173314 -0.0017444350009406869 0.0016581454121225967 -0.00047378044751650512 0.0026264055247142838 0.00059691229012500768 -0.00052061935779749123 0.0026651806993595994
leaf_weight=1.7438547518104299 3.2300653150305143 2.6514907265082028 2.1679195016622677 1.3893994744867111 27.602826455608014 1.0814042147248981 1.6377738062292326 1.3584189508110274 2.6724044792354098 2.2322802329435936 1.9288290962576855 1.0760127920657385 1.8130002412945021 1.8318471461534489 2.3249865714460602 6.4244582876563072 2.6344082858413449 4.2531305402517301 1.1925515364855517 2.3896958502009502 2.1915096901357183 2.2754188217222699 5.6088822931051245 2.2478492595255339 1.0347910299897192 3.1935434937477112 19.75214004050941 0.91531474143266578 3.274796424433589 1.5520780514925716
leaf_count=46 120 53 36 27 1671 24 23 17 75 44 14 11 57 18 27 51 61 28 15 31 21 27 50 55 6 57 393 6 45 12
internal_value=0 0.000409983 0.000920405 -0.00140159 -0.00183268 -0.00102441 0.00142175 0.00162133 -0.000560063 -0.000330564 0.00180907 0.00203935 -6.42923e-05 0.000400368 -0.00067041 0.000934702 4.68423e-05 0.0003476 0.0022315 0.00087388 -0.00103094 -0.000610661 -7.70333e-05 0.000665854 -0.000969578 -0.00170442 0.00240854 -0.00252528 0.00142193 0.000503772
internal_weight=0 53.9188 36.6187 61.7643 44.0385 7.50501 29.1136 27.4759 15.5204 17.7258 26.1175 24.1886 12.848 11.035 17.3001 9.2031 15.4935 14.1041 23.1126 11.4697 14.9752 12.3237 10.1322 7.85673 2.77865 6.42361 21.9201 28.5181 9.08001 4.82687
internal_count=3121 943 710 2178 1930 201 509 486 253 248 469 455 178 121 233 103 204 177 444 116 206 153 132 105 52 177 429 1677 85 57
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 3 3 47 4 52 51 38 159 42 11 12 48 14 1375 474 3 43 12 12 160 4 1 42 1 457
split_gain=13.837 5.43632 4.48077 3.35304 3.15259 3.09391 3.54361 2.73336 3.37438 2.07014 2.13641 1.92799 1.75724 1.96923 2.41709 1.70787 1.80356 2.01132 1.88872 1.67054 1.42834 1.37939 1.67753 1.35089 1.18862 0.991391 3.59252 0.908467 0.852071 0.744044
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.10732000000000001 -0.097604999999999983 0.090280000000000013 -0.033174999999999989 0.19022000000000003 -0.096089999999999981 0.10657000000000001 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 0.12069000000000002 0.12474000000000002 -0.46885499999999997 -1.0000000180025095e-35 0.084660000000000027 -0.10519499999999998 -0.079109999999999986 -0.085119999999999987 0.085440000000000016 -1.0000000180025095e-35 0.0061450000000000003 0.086560000000000012 1.0000000180025095e-35 0.11634000000000001 -0.079829999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 7 6 12 8 -4 10 -1 29 13 -3 23 16 17 -10 -19 21 -9 -12 -23 -15 -24 26 -26 -20 -29 -2
right_child=2 5 3 -5 -6 -7 -8 20 15 -11 19 -13 -14 14 -16 -17 -18 18 27 -21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0026818187184541858 0.0001541329907066724 -0.0026324158029563151 -0.0018234552769232342 0.0021313742657541389 0.0030717359840889747 0.00050267633600112013 -0.0024344543811699974 0.00051157291846559423 -0.0012370742572781182 -0.002816250110712769 0.001010966730503778 -0.00038266422249870583 -0.0028563100018574681 -0.00095339592607668463 -0.0026643662286718111 -0.0016428601602249289 -0.00154210397083109 -0.00097408252529484866 0.0025003914078246254 0.001984962101590789 -0.0019048217023121964 -0.0026778572596547622 -0.0020595872673821055 0.0015267384563488928 0.0012424827054183616 0.0012017947157956749 -0.0028322971131444544 -5.4799606508881673e-05 0.0025079008865213507 0.0026575374888406695
leaf_weight=1.8229777598753596 0.82899462059140105 2.0042986264452329 4.3881982229650012 4.5744892582297316 1.8037449456751335 3.5476959198713294 28.750607782974839 1.9192713983356942 1.8379499278962619 1.882159125059842 4.9695358742028573 1.8710005171596993 2.2318833749741307 1.9650933463126401 1.570974178612232 1.8463335633277882 1.6846540868282307 1.5817218348383928 6.9946144502610004 2.7591671124100676 8.068617098964749 1.9863119497895336 1.7665311805903972 4.7729634698480368 3.2552218306809468 3.7143206549808383 2.3697046302258968 2.147909184917808 1.3324739392846821 8.1545317992567998
leaf_count=55 12 86 119 83 23 18 1705 17 17 34 55 18 50 33 38 14 9 15 89 26 122 36 28 48 23 37 33 32 18 228
internal_value=0 -0.00123226 0.000514983 0.000109198 -0.000166068 -0.00175347 -0.0019473 -0.000349711 0.000149722 -0.000279269 -6.83942e-05 0.0019423 -0.00083085 -0.000392525 0.000147779 0.000646615 0.000917945 0.00121621 0.0015902 0.000160426 -0.00144049 -0.000118298 -0.000546947 0.00080343 -0.000165826 0.000192382 -0.000474166 0.0019774 0.000926337 0.00242652
internal_weight=0 69.3694 49.0345 38.18 33.6055 44.8435 41.2958 31.8017 21.8139 24.5259 22.6438 10.8545 12.5452 10.3133 8.30903 17.4257 15.5793 13.8947 12.0567 20.8208 9.98789 18.0616 13.0921 6.73806 11.1058 9.33925 5.62493 10.475 3.48038 8.98353
internal_count=3121 2305 816 558 475 1978 1960 452 313 327 293 258 255 205 119 194 180 171 154 238 139 212 157 81 121 93 56 139 50 240
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 52 47 3 3 12 50 4 47 131 0 16 43 48 11 16 1 16 2 15 52 52 12 1446 0 133 0 150 448 0
split_gain=15.2604 4.29864 4.45474 4.08073 5.46105 3.35202 3.49497 2.50325 2.48512 2.44899 2.24974 2.80249 2.09357 1.91213 1.89344 1.85349 2.04658 1.77305 1.66251 1.53299 1.52303 1.81257 1.45813 1.44688 1.26044 1.45543 1.1614 1.0497 1.09563 1.22081
threshold=0.094465000000000007 -0.43320999999999993 0.086785000000000015 -0.12018999999999998 -0.028564999999999997 -0.040564999999999997 0.11392500000000001 -0.17966999999999997 0.085270000000000026 0.089915000000000009 -0.062294999999999996 0.51524500000000006 -0.073404999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.53943499999999989 0.13501500000000002 -0.0083599999999999976 0.13404500000000005 0.035560000000000008 -0.092399999999999982 -0.081429999999999989 0.10463500000000002 0.08826500000000001 -0.23091999999999999 0.097125000000000003 -0.14001499999999997 0.12706500000000001 -0.070064999999999975 -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 5 8 26 23 7 -7 13 18 15 -12 -6 -1 17 -4 -17 -15 19 27 -14 -22 -21 -3 -23 -26 -5 28 -9 -30
right_child=1 2 10 4 12 6 -8 9 -10 -11 11 -13 20 14 -16 16 -18 -19 -20 22 21 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0022045027566853126 -0.0027159221317607143 0.0027108908631170298 0.0012904990573240592 0.00031136289475287724 0.0012525257351038383 -0.0025949921902360998 -0.0029295893146713938 -0.00026021108236937244 0.0026082027248829072 -0.0018962153130536237 0.0032664719285630112 -0.0013190509329540872 -0.0029767264747232068 -0.0021816229564570236 -0.0025614583528257564 -0.0019297460618608805 0.001297129458925542 0.00091381451004528844 0.0028682044413862592 -0.0025188769491264139 0.0014275430477331558 0.00053218347855268108 0.0011192877680835278 -0.00096169304088192622 -0.0021609359563268243 0.00039852509618638481 -0.0024752719222036145 -0.00048801799627253033 0.0008198460382076991 0.00259540790885107
leaf_weight=1.4748798627406348 2.8309187516570082 9.3071178440004552 2.012871965765954 1.0726898387074459 3.3871679641306427 1.3537680245935941 1.7794364746659983 1.8902568668127191 2.010636903345584 1.7683540564030398 2.1347464472055431 1.6329805739223955 2.3704181611537978 1.9147319504991172 3.4816831722855568 9.3725869264453632 1.5968720670789487 3.9031304605305177 3.9798173010349265 1.5405579861253493 2.3302722703665539 2.4929915741086033 1.5185447558760641 0.80944536253810007 6.8906599152833099 1.9870937243103979 32.338727036491036 1.9204385839402665 4.391618147492415 6.9303139988332907
leaf_count=17 119 239 21 16 34 15 36 20 15 38 29 14 55 27 85 118 18 30 71 24 21 25 16 9 101 19 1739 15 43 92
internal_value=0 0.000448792 0.000614886 -0.00141657 -0.00173958 0.00112304 0.000639502 0.000890591 -8.08089e-05 0.0010877 -0.00051335 0.00127905 -0.000629986 -0.000582611 -0.00102464 -0.00103354 -0.00146 -0.000104933 0.00132569 0.000988228 -0.00102674 -0.00068937 -0.000712885 0.00241704 -0.0011232 -0.00158806 -0.00238581 0.00133211 0.00159668 0.00190669
internal_weight=0 56.7706 53.9397 65.6551 52.87 37.1897 27.0731 25.2937 12.7851 23.9399 16.7501 3.76773 19.4586 10.7744 9.29955 12.9823 10.9695 5.81786 22.1715 18.1917 16.0714 13.701 3.0591 10.1166 11.3707 8.87775 33.4114 15.1326 13.2122 11.3219
internal_count=3121 937 818 2184 2010 618 370 334 174 319 200 43 255 159 142 157 136 57 281 210 221 166 40 248 145 120 1755 170 155 135
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 12 151 9 50 47 3 43 52 1 1 52 34 52 457 1 9 39 52 16 16 51 456 15 4 11 0 0 13 15
split_gain=15.9395 7.01505 5.07894 4.73837 4.25109 3.282 3.05048 3.40093 3.07865 2.52493 2.1173 1.95379 1.84558 1.44645 1.35851 1.57383 1.35144 1.23266 1.15369 1.40528 1.98196 1.60273 1.15288 1.10119 1.02396 1.38817 1.12588 1.01475 0.921141 0.920531
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 0.11875500000000001 0.12794000000000003 0.30112000000000005 -0.05647499999999999 -0.012164999999999999 0.13021500000000003 1.0000000180025095e-35 -0.0092699999999999987 -0.11726499999999999 0.091820000000000013 0.080930000000000016 0.086105000000000015 0.10750500000000002 0.096325000000000008 -0.087284999999999988 -0.0092699999999999987 0.15273500000000004 0.082455000000000014 0.096075000000000008 -0.059484999999999989 -0.15764999999999998 0.079915000000000014 0.12500000000000003 -0.084804999999999978 -0.52014499999999986 -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=1 3 -2 -1 5 12 7 8 10 14 -5 -8 -4 -10 24 23 22 -12 -9 21 27 29 -14 -16 25 26 -3 -21 -26 -20
right_child=2 9 4 6 -6 -7 11 18 13 -11 17 -13 16 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0025587076135715515 -0.0026483875899848673 0.00019640065185486084 -0.0012872225321969718 -0.0015074588549303237 -0.0023438846975982332 -0.0022188603656613554 0.0023945157596869638 -0.0023555849716872506 -0.0024553088950010813 0.00011423299946563653 0.0024007060004651594 -0.00097151318234193432 0.0021779330077183905 -0.00018844048270061885 0.00011565141689730954 0.0010795724523056042 -0.00042393240619175522 -0.00044441348777656843 -0.0013527620515968121 0.001329441616526721 -0.0023373213690252694 -0.00093756756485069079 -0.00041622945725710528 -0.0022734540171533871 0.0001897296022046085 -0.0024449454485400823 -0.0015811746605152307 -0.00082056306358345367 -0.0022275826249149866 -0.0028108849367447938
leaf_weight=1.8460643813014019 2.3026820495724705 2.8269111290574056 1.0673783533275134 1.3014995865523813 1.8342061489820469 1.2562369070947159 1.9594494476914408 8.0160077624022943 2.8958602510392648 2.780487058684229 3.2784290015697479 1.5266411956399668 11.438057703897353 2.7128718383610249 1.3153121396899221 1.3683682046830652 1.2792653907090432 0.98555993102490891 3.2698532752692699 2.3996408917009826 1.9778392575681207 7.5153355319052926 0.92112716101110059 3.5541071556508532 0.79234614223241706 4.8678033761680126 4.7562614418566227 2.0051918849349089 78.461384927853942 6.3160541765391844
leaf_count=47 15 21 13 13 14 10 44 103 26 30 75 19 260 21 15 15 18 10 34 23 18 58 10 66 5 87 36 19 1943 53
internal_value=0 -0.0016475 0.000469013 -0.000945754 0.000872377 0.00124196 -0.00108591 -0.00124981 -0.000192484 -0.00198196 0.000982949 0.000920452 0.0015376 -0.00135885 -0.00204147 -0.00103414 0.00175867 0.0017431 -0.00162488 -0.00137546 -0.000482251 -0.00170883 0.00198459 -0.00162812 -0.00210999 -0.00151529 -0.000918517 0.000350705 -0.00220342 -0.0023135
internal_weight=0 148.729 20.099 48.0063 17.7963 15.9621 46.1602 42.6741 11.1742 100.723 5.56549 3.48609 14.7058 5.60873 97.9425 6.23779 13.6385 4.26399 31.4999 23.4839 6.38267 17.1012 12.3592 4.86942 91.7047 12.451 7.58317 4.40483 79.2537 9.58591
internal_count=3121 2781 340 563 325 311 516 453 145 2218 98 63 301 47 2188 96 288 85 308 205 60 145 270 81 2092 144 57 42 1948 87
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 3 3 51 52 474 43 2 48 49 1 38 160 52 43 52 1 157 4 150 4 47 15 43 4
split_gain=34.2843 9.09425 7.88627 5.64117 6.13964 6.3505 3.76682 4.05711 3.31394 3.28356 2.96639 2.86745 2.68685 2.80797 2.5207 2.38637 2.33777 2.13006 2.85487 2.11128 1.93931 1.73383 1.51834 1.41456 3.00241 2.69694 1.39347 1.37628 1.67138 1.87681
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.086785000000000015 -0.17966999999999997 0.11720500000000002 0.10732000000000001 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.084660000000000027 -0.079109999999999986 0.13247500000000004 0.12879500000000002 -0.016249999999999997 0.14000500000000002 0.10657000000000001 0.032695000000000009 0.13796000000000003 -1.0000000180025095e-35 -0.07167999999999998 0.09253500000000002 -0.08107499999999998 0.0061450000000000003 0.09487000000000001 -0.14723499999999998 0.085270000000000026 -0.14712999999999996 -0.074359999999999996 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 8 16 4 -4 12 7 14 -1 10 11 21 13 17 -3 27 -2 18 20 -13 -6 -10 -16 25 -25 -21 -24 -5 29 -29
right_child=2 6 3 15 5 -7 -8 -9 9 -11 -12 19 -14 -15 22 -17 -18 -19 -20 23 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0023037150498405041 0.0021431175867789353 0.00050724436593833065 -0.0021232620168804232 2.1158195929893037e-05 -0.00023269267594126574 -0.0025288432932948301 0.00030885371224122563 -0.0021422237126856656 0.00012619131168539245 -0.0025010957098793992 0.0018272861746881459 -0.0023151371187273249 0.0023929156100364179 -0.0014406036344615707 0.00029998170073534231 0.00081052090487916618 -0.00014451291084302239 0.0027614499018320479 -0.0014399262924597294 0.00054303799479676527 0.0015684095039319582 0.0023778677198525318 -0.0019448814399300152 -0.00083011485757219486 0.0024006103721960852 -0.0018336374953187675 0.00035356304384812803 -0.0017391718917319661 -0.0024165251353176738 0.0013233767539917679
leaf_weight=3.779738748446106 14.642075687646868 3.980978429317477 3.2903363890945903 2.6789665147662154 3.5313179939985373 2.2235287949442855 3.8045222088694564 55.134580282494426 4.3367803841829398 2.5472742654383174 3.5485500171780577 3.0317433010786905 6.4980847463011733 2.1874256134033194 2.0141326971352109 2.9093462899327269 2.3309492096304885 2.9331375025212756 2.2198002748191348 3.5849363654851985 11.309085790067916 2.386444728821516 10.713141808286304 3.1516835279762736 2.1977842748165131 5.3664346188306613 1.3353446573019034 2.4623440913856016 5.8149368818849325 1.4203008040785787
leaf_count=69 234 36 68 20 36 23 18 1713 33 28 26 39 80 12 21 20 18 26 19 29 105 28 192 36 12 47 14 46 65 8
internal_value=0 -0.00134609 0.000581035 0.000152952 0.000631944 0.000925305 -0.00174943 -0.00185644 -0.00043101 -0.000196252 1.64342e-05 -0.00025069 0.00119311 0.000841617 -0.000983181 -0.000918495 0.00182895 0.00109131 0.000804165 -0.000706904 0.00113983 0.000925436 -0.00140511 -0.000365963 0.000497202 -0.000881802 -0.00169014 -0.00132493 -0.00169679 -0.000618868
internal_weight=0 110.914 66.4516 49.4786 34.1927 30.9024 76.9827 73.1782 33.9314 30.1516 27.6044 24.0558 28.6789 22.1808 18.0436 15.2859 16.973 19.9933 17.0602 17.3326 14.8404 6.72323 14.0626 14.3008 5.34947 8.95137 12.0485 12.3765 9.69758 3.88264
internal_count=3121 2341 780 528 369 301 1994 1976 347 278 250 224 278 198 263 159 252 186 160 163 141 61 227 124 48 76 206 139 119 54
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 47 50 3 3 38 51 474 48 3 159 42 11 12 16 158 157 48 160 42 2 16 43 0 457
split_gain=24.5593 7.48119 6.65433 4.55238 3.75631 4.27478 4.03989 4.07482 3.6213 3.46401 2.54807 2.41359 2.03352 2.35857 1.92249 1.88233 2.13599 2.61495 1.80271 1.73001 1.61953 1.53733 1.59614 1.99787 1.29034 1.8638 1.26398 1.71554 1.63993 1.19064
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.092530000000000015 0.10965000000000001 0.10732000000000001 -0.097604999999999983 0.10657000000000001 -0.096089999999999981 0.084660000000000027 0.10096000000000001 -0.10519499999999998 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 0.085440000000000016 0.64105000000000001 0.084765000000000021 -0.0085999999999999983 0.091085000000000013 -1.0000000180025095e-35 0.08426500000000002 0.090935000000000016 -0.27167499999999994 -0.082689999999999986 -0.10151999999999999 -0.079829999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 6 7 21 9 15 29 -1 13 20 -8 16 -3 18 -18 -7 26 -4 23 -23 25 -25 -13 -28 -29 -2
right_child=2 8 3 -5 -6 19 14 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0021547041804481819 -4.3836397978391634e-05 -0.0021236935390016856 0.0023110001269675737 0.0016912020929593157 0.0024312542133134965 -0.0018329942903961222 0.00054685386549537288 -0.0020974059637460917 0.00030736226747150321 -0.0020082676591598428 -0.00027003789334963596 0.00080099387632490561 0.0011911869126816272 0.0015913907759769795 -0.0016841262762902684 -0.0023745319899279907 -0.0010472704148927238 -0.002170653209055495 0.0009765985553561844 0.00075414737589461875 -0.0022768780876608096 -0.00061015537121497957 -0.00073754057857856946 -0.00043675424356672004 0.0025366002766145212 0.0016610249676136265 0.00043921579882481176 -0.00052422551422481563 -0.0020584794960410409 0.002149555803919837
leaf_weight=2.9344462268054512 1.1047096550464619 2.9358371309936055 2.4371057711541733 5.7399666830897322 2.0514792576432219 8.5873894300311786 2.0712653212249279 2.1716665141284457 3.7433066368103018 47.172902029007673 2.5350750386714926 2.79275003075601 3.5457918830215922 2.1119397450238457 6.444126792252062 2.9936608280986539 2.6138985492289049 2.1242990754544744 5.6389704905450344 1.1948382966220368 2.2002653237432233 2.7791961543262031 2.9738702550530443 2.7168737947940773 2.615333303809166 4.6781341545283794 4.3033362627029623 8.5525250993669157 4.2232439555227428 11.051035322248934
leaf_count=63 12 86 24 83 23 160 15 26 18 1705 18 24 29 15 66 50 33 38 48 15 34 26 18 19 27 56 36 74 52 228
internal_value=0 -0.00124192 0.000385326 1.16582e-05 -0.000225086 -0.000366008 2.37506e-05 0.000510802 -0.00161805 -0.00173159 0.00156709 -0.000417352 -0.000233501 -0.000442385 -0.00114147 -0.00093121 -0.000606654 -0.000177463 0.000335587 -0.00151699 -0.000636984 0.00082201 0.000591804 0.000900909 0.00132043 0.000890316 -0.00045541 -0.000660855 -0.0010314 0.00195022
internal_weight=0 97.8872 61.1521 46.4612 40.7213 38.6698 28.8876 20.3722 67.2229 63.4796 14.6908 30.6643 27.7299 24.1841 8.51539 16.3067 13.313 10.3772 8.25287 9.78223 22.0721 18.2005 15.7634 12.7895 10.0103 7.39501 19.8719 17.0791 12.7758 12.1557
internal_count=3121 2305 816 558 475 452 277 196 1978 1960 258 327 264 235 81 255 205 119 81 175 220 170 146 128 102 75 186 162 126 240
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 3 3 1 14 51 16 128 48 159 16 1 16 147 4 123 42 159 11 12 457 1 148 160 1 47
split_gain=26.8609 7.82846 6.46967 6.1523 4.1104 3.99866 3.6009 3.38827 2.86289 2.61537 2.45658 2.32644 2.4974 2.13234 2.21606 3.10577 2.43589 2.35284 2.09472 1.95545 1.94791 2.25119 2.8452 2.22623 1.10889 1.49325 1.04065 1.26123 3.22454 1.03861
threshold=0.099195000000000019 0.079890000000000017 -0.38533999999999996 0.086785000000000015 0.11843500000000001 0.10732000000000001 -0.097604999999999983 0.13820500000000002 0.077685000000000018 -0.096089999999999981 -0.53943499999999989 0.086435000000000012 0.12879500000000002 -1.0000000180025095e-35 0.0039400000000000008 1.0000000180025095e-35 0.15273500000000004 0.08598500000000002 -0.16363499999999997 0.08128500000000001 -1.0000000180025095e-35 0.092630000000000018 0.080455000000000013 0.085440000000000016 0.082380000000000009 0.086920000000000011 -0.080634999999999984 -0.080409999999999995 0.111945 0.13082500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 29 4 8 6 20 10 11 -1 -5 12 18 -11 15 -15 -16 24 -4 -12 -3 22 23 -22 25 -17 -20 28 -28 -2
right_child=2 5 3 7 -6 -7 -8 -9 -10 13 19 -13 -14 14 16 17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0025011725252571605 -0.0024588352976239692 -0.0024689932276530844 -0.00054792940982062053 0.0012821441443718411 -0.0018249989111980825 0.0005343375269715614 -0.0023216504588379362 0.0020449457786816832 -0.0015618792716804602 -0.0019716709431182788 -0.0018259458043033481 -0.0011224251209249994 -0.00021064489796700906 -0.0018995042014942989 0.0029160057625443824 0.00090042615039615708 -0.00016285364936829906 0.0026666980658201357 0.00040085316722551057 0.00070471007231616954 -0.0012607076343658368 -0.0027909232447295949 -0.0025212337064093931 0.0014059344567199162 0.00080599918169205512 -0.0014230489737607833 -0.0012894910206359643 0.0024846778388470723 0.0024077749728173611 -0.00014905372429591682
leaf_weight=2.8788062874227789 3.9135251492261878 3.839049916714429 1.7008859701454593 2.3666548691689959 2.1210612617433062 3.6464407294988623 44.372768651694059 2.6006600297987452 1.5797374770045269 3.1287347227335038 8.7046418376266939 1.5796347483992565 3.1428251527249804 4.9262736141681698 2.7680058889091006 2.1817671190947276 2.8258027695119381 1.9082298800349224 1.8130076453089774 2.0534726791083804 2.5118988845497352 2.0380515884608021 2.082158274948597 5.2940255049616098 4.2558954805135727 4.853402353823185 1.8450079523027003 21.944626599550247 4.2184331379830837 1.4525088630616663
leaf_count=63 112 112 22 21 26 18 1705 25 11 37 98 16 24 65 20 20 24 17 17 21 33 24 38 48 31 50 21 328 62 12
internal_value=0 -0.00137682 0.000612598 0.000848386 0.00133495 -0.00183759 -0.00198141 -0.000387557 0.00151215 -0.000388152 -0.000869555 0.00164613 0.00177229 -0.000161582 7.71801e-05 -0.000318923 0.00136067 0.000270985 0.00196999 -0.0013429 -0.00102377 -0.000558552 -9.84341e-05 0.000547825 -0.000133899 -0.000702486 0.00211361 0.00222447 0.00128276 -0.00183361
internal_weight=0 93.5113 61.0367 55.6706 39.9452 63.7844 60.138 15.7254 37.8242 29.7269 13.1248 36.2444 34.6648 26.8481 23.7194 18.1256 5.59381 13.1993 31.522 10.7581 15.7652 11.9261 9.88808 7.80592 11.2911 7.03517 29.8211 28.0081 6.06344 5.36603
internal_count=3121 2305 816 692 527 1978 1960 165 501 327 140 490 474 264 227 183 44 118 450 119 255 143 119 81 101 70 428 411 83 124
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=1 0 0 4 150 1 9 42 14 49 42 51 4 1 49 4 0 151 1374 16 52 16 47 13 16 3 1 2 9 4
split_gain=10.8917 3.48659 4.45527 3.365 3.34005 3.32687 3.23718 2.20112 2.00244 1.99007 1.97051 1.94643 1.8031 1.76668 1.87754 1.7409 1.69419 1.51854 1.71968 1.37999 2.45725 1.94722 2.31017 1.6195 1.36263 1.0033 0.890081 0.706284 1.5047 0.697304
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 0.51303500000000013 0.080470000000000014 0.12337000000000002 -1.0000000180025095e-35 0.092620000000000022 0.062655000000000016 0.082865000000000008 0.084635000000000016 0.08955500000000001 0.25615500000000008 0.08592000000000001 -1.0000000180025095e-35 0.058735000000000009 0.051010000000000007 0.10424500000000002 0.078255000000000005 0.071345000000000006 -0.012859999999999998 -0.13088499999999997 0.12119500000000001 -1.0000000180025095e-35 0.064860000000000015 0.013900000000000001 0.10752500000000002 0.090790000000000023 1.0000000180025095e-35 -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=1 2 8 4 5 6 -2 10 9 11 16 13 15 14 -1 -7 24 18 27 20 23 22 26 -8 -3 -4 -22 28 -6 -9
right_child=3 7 25 -5 17 12 19 29 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024480086656523694 0.004292503153813223 0.00056852564228184203 -0.0030257940055466565 0.0030634048942648996 -0.00091871650789585751 0.0016941642617400309 0.002847548213738056 5.9755774736173922e-05 -0.0033713607030783853 -0.003338611715788537 0.0031859029174818847 -0.0027515272252127206 0.002817642137523127 0.0024353542683069802 0.0014785819485861925 -0.0014138012975314122 0.00059576779146341323 -0.0017718420663488173 -0.0017981025235555669 -0.0030924862749118799 -0.0010776276651361385 -0.003332260313851611 -0.0037149064659951444 -0.0010020333576574168 -0.0029570493750855483 0.00046163036135515141 0.0012119626453833293 0.0028217907791722036 0.0037806718881398865 -0.00360742786145707
leaf_weight=2.346001019701359 1.0689042340964103 1.6445650942623631 25.968035195954148 4.2400904595851889 1.713590551167725 3.5466240029782039 2.3684163950383663 0.65878549590706859 2.4579842919483772 1.7870302787050594 1.7978689223527897 1.7806479185819615 3.7356231082230806 4.0301812179386616 2.5624609421938667 3.7073459140956402 7.403345039114356 1.2746117450296868 1.148231841623782 3.8150945454835883 3.3329633381217718 4.6247616466134795 2.0895291436463594 2.0508098416030434 3.345339085906744 0.85704538226127525 3.5017657317221165 7.2728712446987629 1.1418727431446312 2.5020779548212877
leaf_count=41 18 17 1671 121 37 44 48 5 75 57 20 18 80 32 30 37 59 20 15 150 32 118 21 23 75 6 32 126 21 72
internal_value=0 -0.0016448 -0.00214098 0.000359102 0.000111942 -0.000406269 -0.00109581 -0.000449836 -0.000754579 -0.000240279 8.3232e-05 0.000276249 0.00102759 0.000879406 -0.000398133 0.000105751 -0.000366868 0.0015092 0.00188006 -0.00136021 -0.000992406 -0.00166219 -0.000796715 0.00106109 -0.0017951 -0.00291437 9.54413e-05 0.00229705 0.000960524 -0.00284312
internal_weight=0 59.1414 41.7894 50.6331 46.393 33.8418 22.8522 17.352 14.9643 12.5063 14.1911 10.7193 10.9896 8.93864 4.90846 7.25397 12.3932 12.5512 11.2766 21.7833 17.9682 13.549 8.92426 4.41923 4.9899 26.8251 6.83473 10.1283 2.85546 3.16086
internal_count=3121 2178 1930 943 822 603 442 248 253 178 171 121 161 103 71 81 151 219 199 424 274 203 85 71 92 1677 64 184 58 77
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 12 47 52 43 52 3 3 148 16 1 16 2 1 50 12 12 4 15 48 148 52 16 13 457 1 12 1 4 16
split_gain=36.1808 11.8319 6.97883 5.6138 4.95771 4.7868 3.84686 3.81661 2.85935 2.67706 4.11858 2.59271 2.57733 2.22197 2.16594 1.87795 2.63195 2.44296 1.70513 1.6742 2.69979 1.52861 1.47264 1.45181 1.63562 1.30935 1.27066 1.20184 1.23471 1.07376
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.28430999999999995 -0.066504999999999995 0.13796000000000003 0.10732000000000001 -0.097604999999999983 -0.043434999999999994 -0.061854999999999993 0.11588000000000001 -0.27167499999999994 0.11510000000000002 1.0000000180025095e-35 0.11720500000000002 0.09334000000000002 0.09141500000000001 -0.019614999999999997 -0.037864999999999989 0.12879500000000002 -0.080634999999999984 -0.010034999999999999 0.023255000000000001 -0.099939999999999987 0.082380000000000009 0.13288500000000003 0.12069000000000002 0.080000000000000016 -0.15289999999999995 -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 4 3 -2 13 14 7 11 -6 10 -4 -3 -7 22 19 16 17 -13 -11 20 -5 -15 -1 -10 27 -12 -22 28 -25 -30
right_child=2 6 9 5 8 12 -8 -9 23 18 25 15 -14 21 -16 -17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0014937960590172916 -0.0020346513780849355 0.00080991824198040204 -0.0011608295093639845 -0.00075091548500009846 0.0015266907687327413 -0.0020160622205419474 0.00028580194489498726 -0.0021595795596098745 0.00042830207789616774 -0.0018870033629903712 0.00065336977334006267 -0.0022362842715810891 0.0011437412400455817 0.0023619259018072534 -0.0007829313008393253 -0.0023426657551005674 0.00062247971377120794 0.00065850798376032344 0.00054497425492105642 0.00028348851574428141 0.0022019325653436232 0.00028329693513659055 0.00090335430454720732 0.00049563071368706089 -0.0002196877228755872 0.0026725364748822304 0.00073813016906911779 -0.0020130909375569192 -0.002561131247290164 8.418526672864577e-05
leaf_weight=2.4279633089899999 2.4212014824151984 2.8869129605591324 5.1656261086463946 1.6981995254755045 2.1413764581084278 2.7868840135633937 3.9772094190120688 60.702536080032587 2.6609035171568456 6.2320439778268337 3.8416738100349903 6.0476655866950786 2.1112784035503864 4.4319418333470821 1.6653624922037114 6.2815083824098101 3.6996729411184788 1.7489720471203307 1.7096215821802605 3.3312977999448767 26.086881950497631 2.6194073297083378 2.3438474982976913 2.1596660204231739 5.2856182232499114 2.4460446015000343 3.0860514231026164 10.85315829887986 2.0191535316407685 1.1047367826104189
leaf_count=28 47 28 38 13 19 25 19 1732 26 80 32 98 18 51 13 120 30 15 12 22 342 22 15 15 38 22 27 128 31 15
internal_value=0 -0.00133971 0.00067395 0.0011567 -0.000339262 0.00134625 -0.00178573 -0.00188699 -0.000862114 -0.000401001 0.000266365 -0.00108624 -0.000654077 0.00082046 0.00161941 -0.00139416 -0.0008759 -0.00158691 -0.00136347 0.00173639 0.00189317 0.00158977 -0.000316349 -0.00107452 -0.00126118 0.00143886 0.00204708 -0.00160233 -0.000758564 -0.00162564
internal_weight=0 123.392 62.5822 43.1872 38.0478 40.766 85.3445 81.3673 26.2246 19.395 11.4533 20.6647 4.89816 11.8232 35.8678 17.7778 11.4963 7.79664 7.94167 34.2024 30.8711 7.05135 4.77181 24.0832 21.4223 6.28772 29.1729 16.1367 5.28356 3.12389
internal_count=3121 2430 691 507 388 460 2042 2023 272 184 92 291 43 116 417 263 143 113 92 404 382 73 43 253 227 54 369 189 61 46
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 3 3 51 52 474 43 38 2 48 15 42 11 43 1 160 12 133 12 3 160 52 3 13
split_gain=31.5232 8.67282 7.83291 5.24305 4.6786 5.99958 5.26201 3.75901 3.41892 2.82201 2.89191 2.49566 2.46324 2.35364 2.32335 2.81467 2.43279 1.91363 2.35863 1.77272 1.60913 1.50125 1.49641 1.45356 1.53412 1.40571 1.25441 1.09741 1.16898 0.883309
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.086785000000000015 -0.17966999999999997 0.11720500000000002 0.10732000000000001 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.084660000000000027 -0.079109999999999986 0.10657000000000001 0.13404500000000005 0.12879500000000002 0.035560000000000008 -1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 0.09253500000000002 -0.079279999999999975 0.11149500000000002 -0.0042999999999999991 0.09141500000000001 -0.10519499999999998 -1.0000000180025095e-35 -0.065544999999999978 0.0041950000000000008 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=1 9 13 4 5 -4 14 8 17 -1 11 12 20 -2 15 16 21 -3 23 -14 -11 -7 -23 -19 29 -6 -21 -28 -29 -25
right_child=2 7 3 -5 25 6 -8 -9 -10 10 -12 -13 19 -15 -16 -17 -18 18 -20 26 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0029039806822338545 0.0027183746243115568 -0.0028610845673780983 -0.0029400622140692751 0.0024523278751555975 0.00032353978960406412 0.0001126513426114169 -0.0031657673840483364 0.00038956251790725835 -0.0027006805457022273 0.00017042445320150507 -0.0031274684213208016 0.0021655961701028638 -0.0028447764626398746 -0.00016358168166154868 0.0030657434335628134 -0.0020541666567871889 -0.00094596018893857185 0.001790818808164434 -0.0029489579306714083 -0.0022683904456224577 0.003059536349111444 0.0026498054440968546 0.00016650803428644518 -0.0031053735701318721 0.00041447516381127876 -0.0018603394252966355 -0.001060868484365369 -0.00024545018308283343 0.0021401970476136287 -0.0004660569852803288
leaf_weight=3.1627292353659895 14.267445255070927 4.3195148110389736 3.3624726571142665 6.3666478022932997 2.6338970959186545 3.4027542136609705 2.1377636454999438 3.8555619418621054 49.996117835864425 4.1864455342292919 2.2799574546515933 3.4553847461938849 2.6972432956099679 2.4000240936875334 4.1843543797731391 2.1460957005619994 3.1161149442195883 2.1417004726827145 2.8580569662153712 2.2817073129117622 2.0980476215481758 8.8753805477172119 2.1941261813044557 2.1197785846889006 4.1650245767086744 11.322363510727881 4.7007638365030395 3.9395067058503184 2.3940077126026154 1.6232774071395395
leaf_count=63 240 112 77 83 19 28 24 18 1705 33 26 26 39 18 48 12 31 19 44 27 22 85 16 31 34 135 36 39 16 15
internal_value=0 -0.00167651 0.000705903 0.00017062 -0.00016429 0.000444785 0.000881582 -0.00219595 -0.00234424 -0.000492969 -0.000220955 3.63622e-05 -0.000293596 0.00230339 0.00124332 0.000856903 0.00121211 -0.0013098 -0.00079067 -0.000854235 0.00113494 0.00167677 0.00215758 -0.000176874 -0.000709773 -0.00144819 -0.000451037 -7.5238e-05 0.000656302 -0.00196076
internal_weight=0 102.275 66.4094 49.742 43.3753 29.4191 26.0566 71.079 67.2235 31.1958 28.0331 25.7531 22.2977 16.6675 23.9188 19.7345 17.5884 17.2274 12.9078 16.0132 6.28449 14.4723 11.0695 10.0498 7.90808 13.9563 13.316 11.0343 6.33351 3.74306
internal_count=3121 2305 816 558 475 321 244 1978 1960 327 264 238 212 258 220 172 160 255 143 157 55 129 101 99 80 154 118 91 55 46
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 0 0 52 47 12 50 14 4 131 133 0 16 1429 150 159 52 1446 42 16 1 0 52 159 457 150 3 3 43 3
split_gain=10.8946 3.4181 4.25989 3.33326 3.35018 3.10786 3.07499 2.0898 2.1164 2.3809 2.04364 2.01655 2.58468 1.9347 1.81517 1.78054 1.8635 1.74267 1.70385 1.64273 1.55078 1.54314 1.68026 1.44681 1.44238 1.29272 1.07936 1.36137 1.04022 1.00949
threshold=0.094090000000000021 -0.060129999999999996 -0.10607499999999999 -0.43320999999999993 0.086785000000000015 -0.040564999999999997 0.11392500000000001 0.077685000000000018 -0.17966999999999997 0.089915000000000009 0.10622000000000002 -0.062294999999999996 0.51524500000000006 0.084990000000000024 0.083095000000000016 -0.032739999999999991 -0.12005499999999998 0.089210000000000025 -0.098769999999999983 -0.53943499999999989 0.13436000000000001 -0.15202999999999997 -0.065544999999999978 0.092630000000000018 0.091015000000000013 0.088985000000000009 -0.116045 -0.028564999999999997 0.060960000000000007 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=1 2 13 -2 5 17 7 8 -7 18 15 19 -13 14 -1 -3 -17 -5 -10 -6 -21 22 -20 26 -24 -16 -18 -28 -23 -4
right_child=3 10 29 4 11 6 -8 -9 9 -11 -12 12 -14 -15 25 16 23 -19 21 20 -22 28 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022648160943055003 -0.0037016024804829625 -0.003944452322148486 -0.0034228549579169145 0.0036372249795816347 0.0017111745485306031 -0.003427768034832991 -0.003985646276741907 -0.0035721378330194498 -0.0018493203689020604 -0.0026314173191315181 -0.0037951695050307426 0.0044071850953377959 -0.0017337778720032668 0.0034326788361486765 0.0026599584518937906 -0.0024606586184324885 0.0029580489119911016 -0.0024356730495867819 -0.0022352363400500951 -0.0025940031748510626 0.0012848295723736304 0.0034361599335579183 4.5419799350194387e-05 -0.0015576806677835232 0.0042571809045176172 -0.0010869813742984077 -0.0017993100461392087 0.0020911574580523709 0.0001794299250628137 0.00051464844097143096
leaf_weight=8.6767518343403918 2.433915512636303 1.3909378889948154 25.608166541904215 7.7932380922138673 1.8208660036325444 1.1904833056032682 1.7459940277039994 1.2391071990132321 1.460988586768514 1.6500411825254548 2.1703257095068684 1.9668945074081414 1.6270013973116872 1.2384475423023094 2.0521202571690074 2.5338951321318737 4.1766530163586122 0.66638454794883717 1.7520363368093965 8.7657921006903035 1.5805665012449015 9.6070277476683241 2.326479176059375 2.3515113443136206 1.9350279066711662 2.8682388132438064 2.0199178680777532 2.7723530996590871 1.4690205622464407 0.87481550127267738
leaf_count=192 119 27 1661 244 21 15 43 11 13 39 44 29 14 11 15 61 28 7 13 118 19 170 26 31 27 34 38 18 27 6
internal_value=0 -0.00186204 -0.00242656 0.000414678 0.000620837 0.0012765 0.000623248 0.000978839 0.00124246 0.00151769 -0.00052272 -0.000745144 0.00162709 -0.000880265 -0.0012731 -5.68524e-05 0.000333452 0.00315885 0.00188675 -0.00144584 -0.00200145 0.00220614 0.000736208 0.000958868 0.00195786 0.000475744 0.00161867 0.000451345 0.00300422 -0.00329279
internal_weight=0 58.7341 41.3185 51.0309 48.5969 32.8358 24.3762 22.6302 21.3911 20.2006 17.4156 15.7611 3.5939 14.8356 13.5971 15.2453 13.8543 8.45962 18.5506 12.1672 10.3464 17.0896 6.01354 11.3204 4.26151 4.92036 8.96892 4.79227 11.076 26.483
internal_count=3121 2166 1919 955 836 635 384 341 330 315 247 201 43 252 241 203 176 251 276 158 137 263 66 115 53 49 84 56 197 1667
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 52 47 0 0 52 12 50 0 42 4 1429 150 16 159 12 16 1 43 4 52 150 3 48 2 43 0 15 15 43
split_gain=28.5781 8.02005 6.99023 5.84935 5.83312 4.92649 4.10135 4.84648 3.73878 3.30836 3.72521 3.02075 3.2597 2.99339 2.52545 3.58193 2.33094 2.92306 2.16598 2.14857 2.04279 1.73297 1.61614 1.55436 1.78572 1.02132 2.89713 0.956842 1.96255 1.18653
threshold=0.094385000000000011 -0.38533999999999996 0.086785000000000015 -0.060129999999999996 -0.10607499999999999 0.19022000000000003 -0.040564999999999997 0.093975000000000017 -0.062294999999999996 0.092620000000000022 -0.49405499999999997 0.084990000000000024 0.083095000000000016 0.26435500000000006 -0.094234999999999985 0.091545000000000015 -0.53943499999999989 0.13501500000000002 0.084740000000000024 -0.064804999999999988 0.10347000000000002 0.088985000000000009 0.013900000000000001 0.12879500000000002 0.090790000000000023 -0.073959999999999984 -0.099059999999999995 -0.0058549999999999991 0.079055000000000014 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=3 -2 5 4 11 6 -3 19 16 10 20 12 27 18 15 -7 -4 25 -12 -8 -5 -14 -6 24 -21 26 -18 -1 -29 -30
right_child=1 2 8 9 22 14 7 -9 -10 -11 13 -13 21 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0023775661630583505 -0.0019887262988421426 0.0024540300751913764 0.0010258773354418999 -0.0026179934312385972 -0.0023258184024590877 0.0034380687371195159 -0.00051066011276305716 -0.0019587886694477511 0.0018362117392092599 -0.0022905424599988736 0.0020734992664510543 0.002237156041654878 0.0018013238725448431 -0.00156668111027129 -0.0026657777870147436 -0.0016783504027733777 0.0010554384693324402 0.0012074261955433764 -0.00016451548267507168 0.00066539817295739644 0.00057427348190526519 -0.00070558397802329936 0.00062786783998769089 -0.00025453703016319724 0.0021793735432763884 -0.0023596419618595117 -0.0027605082177849082 0.0010608995219615973 -0.0025685563044388605 -3.1153928773855573e-06
leaf_weight=6.2768620848655736 6.8069450892508021 13.710100546479223 2.6415002122521445 3.6965411808341786 49.933637015521526 1.2875087782740595 3.3397687226533916 2.8721628803759804 3.0500210709869853 4.3702828213572493 6.2270420454442483 1.6305364463478316 2.5414795726537696 2.6042458564043054 2.4843088723719111 1.7396040540188549 2.072121649980545 2.0314194299280652 3.7445281371474266 6.1157705970108607 1.5336901210248468 3.6077124029397964 1.0222069397568692 2.454040214419364 13.538415398448704 7.1310850623995012 2.2376291174441612 1.678958728909494 3.5074105747044086 1.3501154966652391
leaf_count=101 138 242 21 58 1671 10 30 47 31 77 42 11 16 39 23 34 15 18 21 50 11 34 6 17 165 73 29 12 64 15
internal_value=0 0.000415672 0.000661028 -0.00152106 -0.00184447 0.00113896 0.00141002 0.000904606 -0.000524619 -0.000477598 -3.26323e-05 -0.000800045 -0.00106121 0.000653295 -0.000928206 0.000497794 -0.000971478 -0.0013631 0.00123308 0.00122778 -0.00168191 0.000330529 -0.00226657 0.0014904 0.00170827 -0.00181952 -0.000925807 -0.00172911 -0.0011064 -0.00185551
internal_weight=0 73.5124 66.7055 93.7252 71.5489 47.5417 42.0303 28.3202 19.1638 22.1763 17.806 20.5931 18.9625 12.5758 5.51142 3.02711 16.1138 13.4723 9.97157 25.448 5.23023 6.14919 50.9558 22.1082 19.6542 11.4408 4.30975 12.8133 6.53648 4.85753
internal_count=3121 943 805 2178 1930 618 551 309 187 248 171 253 242 102 67 44 156 135 63 262 69 50 1677 232 215 117 44 192 91 79
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 47 4 50 3 38 51 474 48 2 159 42 11 150 48 158 12 42 15 1 160 15 376 4 150 48
split_gain=19.6635 6.82076 5.74581 4.05545 3.55718 3.39807 4.41837 3.93826 3.26225 2.33068 2.32542 2.12004 1.88736 1.81552 1.65804 1.94631 2.47017 1.57833 1.66848 1.57218 1.42662 1.29179 1.31306 1.19832 1.37827 1.62244 1.1442 1.21775 1.86515 1.50311
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.10732000000000001 0.086785000000000015 -0.17966999999999997 0.10965000000000001 -0.097604999999999983 0.10657000000000001 -0.096089999999999981 0.084660000000000027 0.10096000000000001 0.13404500000000005 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 0.12187000000000002 0.091085000000000013 0.084765000000000021 0.085440000000000016 -0.085499999999999979 -0.14712999999999996 0.11230000000000001 -0.077849999999999989 -0.03241999999999999 0.049360000000000008 0.0052350000000000009 0.09487000000000001 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 8 6 -4 13 14 -2 -1 12 19 17 15 -3 20 18 23 26 -17 -7 -23 24 -8 -26 27 29 -29 -12
right_child=2 4 3 -5 -6 21 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0026238908096230702 0.0023672128148301335 -0.002578138072184244 -0.0026661941244562593 0.0020702146099428071 0.00045971676792142923 0.00065945590811423375 -0.001102304368266576 -0.0025482087838864624 -0.0024218306653034107 -0.00037292168118781993 -0.00065262359043800693 0.0016683774929798795 0.0018922162578443279 0.0027085453379906981 -0.0028125330317357142 -0.0011565881451138663 -0.0026391423739040077 -0.0010568023756391165 -0.0010184520859760075 -0.0027603170208730862 0.0011692072397420825 -4.1774357386335183e-05 -0.0020647914311455982 0.0022396869551943657 0.0025393737982147961 -0.00020564745982192657 0.00089514545626506682 -0.00078534883496193071 0.0023252538852878966 -0.0028297986259940588
leaf_weight=2.5753678027540472 10.864864721894262 2.5525988955050698 2.7287269607186309 5.2067135386168948 3.6447912827134124 1.7806445751339186 1.9069899059832174 2.1104833371937266 38.58821888640523 2.2593147680163375 6.8994438443333035 3.2709773406386367 1.8933677598834027 3.0866708606481543 2.6726719737052909 2.2724183443933708 1.9338746070861814 2.7061907462775698 2.1324830427765837 1.9593058507889498 5.284874876961112 2.5160058327019206 8.3455966226756555 5.1276138350367546 2.9525811262428796 2.3143064882606277 3.1647409051656714 3.6369338259100905 1.7064645551145075 2.6425242945551872
leaf_count=63 240 86 77 83 18 13 18 26 1705 18 69 29 15 47 50 33 38 23 15 34 48 21 120 55 32 28 31 45 12 29
internal_value=0 -0.00140016 0.000474177 3.951e-05 -0.0018864 -0.000240887 0.000282427 0.00064263 -0.00204682 0.0018955 -0.000402241 -0.000174959 -0.000450244 0.000975565 -0.00106349 -0.000675359 -0.000163616 0.000663483 0.000986015 -0.000671896 0.000469859 -0.00127847 -0.00159618 0.00133349 0.000685779 0.00133319 -0.000445202 -0.00073017 0.000208051 -0.00125556
internal_weight=0 84.6986 56.0392 42.915 56.9494 37.7083 25.066 22.3373 53.3047 13.1242 27.7491 25.1738 21.9028 20.2268 14.7164 12.0438 9.49117 17.1402 14.434 20.0094 7.55729 12.6422 10.8616 12.3015 7.17388 5.26689 18.0501 14.8854 5.3434 9.54197
internal_count=3121 2305 816 558 1978 475 321 244 1960 258 327 264 235 218 255 205 119 171 148 220 81 154 141 133 78 60 186 155 57 98
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=1 4 151 4 457 31 2 11 48 4 1 3 3 16 50 1374 16 150 0 47 34 47 9 0 12 150 52 15 13 13
split_gain=10.7458 4.09671 4.04447 3.99858 3.79864 3.24019 3.13595 2.50092 2.49199 2.14635 2.14019 2.09213 2.10715 2.0635 1.64652 1.56948 1.44384 1.54538 1.3819 1.5647 1.32812 1.3716 1.08647 0.990393 1.67406 0.949943 0.939635 1.46413 0.874129 0.994414
threshold=0.089770000000000016 0.27044500000000005 -0.27559499999999998 -0.15764999999999998 0.045365000000000009 -1.0000000180025095e-35 0.10855000000000002 0.081365000000000007 -0.075224999999999986 -0.49405499999999997 0.13075500000000004 0.013900000000000001 -0.20241999999999996 0.25084500000000004 0.11875500000000001 -0.035729999999999991 -0.16927999999999996 -0.045534999999999992 -0.18113999999999997 0.12033500000000001 -0.11726499999999999 0.12282000000000001 0.10750500000000002 -0.059114999999999994 0.092355000000000007 0.081835000000000019 -0.077024999999999996 -0.0058549999999999991 -0.13710499999999998 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 5 -2 10 8 -8 13 16 12 -5 -1 20 -6 -7 -18 -10 -20 -4 22 -22 -14 -25 -17 -13 -28 -11 -30
right_child=1 2 14 11 15 6 7 -9 18 28 -12 26 23 -15 -16 25 17 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0031627098178600111 0.0034205409707151629 -0.0029046231133934529 -0.0010557035923787696 0.00091658901062730946 -0.00064483369038413358 -0.00047552212750823182 -0.0040827763789039019 -0.0031092163249759061 -0.0010638591377245391 -0.00082695005468736945 0.00083057602537657028 0.00048566822251122079 -0.0026144567965097972 0.00042816989227758033 -0.0012740386948347996 4.215528629577978e-05 0.0018083819628147686 -0.0025844580429288623 0.0027295918719141676 -5.7334140441495595e-05 0.0026463709728769672 -0.00095502209065101136 3.9811438477705664e-05 0.00083439036579837733 -0.002917642132656351 0.0028810460852808817 -0.0031287491060741565 0.0002671213878649101 0.0028766268429476676 0.00044231248050341027
leaf_weight=2.7900545541197062 1.3954450674355054 1.6227584369480634 1.0673398692160851 1.5220496840774966 1.9292222261428831 4.0890207532793363 0.73266823217272659 1.4334210297092784 1.6124799139797659 1.9571975693106649 2.5081960707902899 3.2672476842999458 26.819408785551786 2.2084202002733946 1.3382643163204182 1.1557750441133965 0.64920125156641795 12.389192199334493 4.595150489360095 2.3430364336818457 12.232466995716093 1.0186696425080306 1.3697209190577257 1.7987213246524398 1.8664906993508337 4.2340141851454973 2.0761459525674586 1.8489292860031117 2.0326405484229326 3.5504106860607845
leaf_count=46 30 15 12 14 24 31 4 43 11 11 21 31 1640 30 14 19 16 430 79 31 269 12 18 18 76 75 30 18 20 33
internal_value=0 0.000211774 0.00128199 -0.00153007 -0.00029911 -0.000714644 -0.000904758 0.000302793 0.000829635 -0.000165848 -0.00156382 -0.00196646 -0.0022704 -0.00157619 0.001681 0.00150336 -0.00191446 -0.00236573 0.00125056 0.00178844 0.00193308 0.00215126 0.00238389 -0.00242952 -0.00107631 0.00227228 -0.000613856 -0.0015291 0.000769077 0.00132858
internal_weight=0 57.716 18.6492 51.7377 39.0668 31.7478 30.3524 10.7168 9.28334 12.5387 19.6356 39.199 32.0067 4.99847 17.0265 7.31901 17.1274 13.0384 8.55067 6.93819 15.6882 14.6209 13.6022 30.4846 3.66521 5.38979 7.19232 3.92508 7.54025 5.58305
internal_count=3121 1154 340 1967 814 696 666 168 125 140 498 1827 1748 76 325 118 477 446 121 110 311 299 287 1734 94 94 79 48 64 53
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 3 39 16 48 50 2 51 38 160 42 16 474 48 16 42 159 11 158 12 457 160 16 43 0 48
split_gain=15.3843 6.09742 4.40154 3.19681 3.17543 3.42277 2.77199 2.86201 2.90863 3.72063 2.75407 2.25399 1.83102 1.71435 1.73438 2.26883 1.64718 1.72501 1.6083 1.60224 1.93973 2.40153 1.54683 1.48649 0.98012 0.961867 1.02799 1.1298 1.49134 1.56482
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.10732000000000001 -0.097604999999999983 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.11534500000000002 0.11548000000000001 -0.096089999999999981 0.10657000000000001 -0.079009999999999983 -1.0000000180025095e-35 -0.5315899999999999 0.084660000000000027 0.10096000000000001 0.64105000000000001 -1.0000000180025095e-35 0.092630000000000018 0.080455000000000013 0.084765000000000021 0.085440000000000016 -0.079829999999999984 -0.089744999999999978 -0.27167499999999994 -0.078654999999999989 -0.10151999999999999 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 5 19 7 8 9 10 13 -1 24 -4 -15 -16 17 22 -9 -3 21 23 25 -21 -2 -13 -27 -28 29 -29
right_child=2 4 3 -5 -6 -7 -8 18 -10 -11 -12 16 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0025147173741652544 -0.0001028135870305398 -0.0024579231902401282 -0.0014649552968642261 0.0019570129869664588 0.00042190246698605891 -0.0022939596770708308 0.0028339205284737328 -0.0019800869999833364 -0.0016909373109837923 -0.0025953513176230633 0.0023735676630059267 -0.0020087993899513012 -0.00022319145866635807 -0.0011869895023300578 -0.00041589480469502951 0.001990136569667701 0.0015741504395823578 0.0019197306124244735 0.0012370550374302834 -0.0010386916855879948 -0.0027378881813639225 -0.0025121535434422184 -0.0026335013095467302 0.0013546618289460818 0.0024866841393969114 0.0014026973275845932 0.00068560978916616091 0.0010117832925158686 -0.0023115810286753729 -0.001394313799864358
leaf_weight=2.2593663409352329 0.90322903543710609 2.7411406803876153 2.5893344972282746 4.6436371505260459 3.6489132866263381 31.29564362950623 1.6735356375575055 6.5729283224791279 4.2072399258613578 2.0079704113304606 4.611078528687357 1.6260584797710311 2.066047638654708 2.2847546935081544 3.4541842788457862 5.9583039581775585 3.0504887513816348 1.7954003829509009 0.99866183660924424 2.0612344983965141 1.6914689317345608 1.6712907459586857 1.7273440640419711 4.8649895302951336 8.393712539225815 2.1806365512311556 3.9991725869476911 3.0351475477218717 2.6424817424267193 2.997099194675684
leaf_count=63 12 112 28 83 18 1705 23 160 39 39 68 24 18 20 33 50 29 15 15 33 24 38 34 48 228 21 39 32 43 27
internal_value=0 -0.0012012 0.000494483 0.000117583 -0.00169608 -0.00187044 -0.000131025 -0.000282838 0.000100951 0.000461567 0.000786379 -0.000263266 0.00178813 0.000274105 0.000659068 0.00110717 -4.26144e-05 -0.000289169 -0.00155576 -0.000853229 -0.000425714 2.91816e-05 -0.000506979 0.000642403 0.00223511 -0.000284096 -9.53009e-05 -0.000353042 -0.000831876 -0.000183677
internal_weight=0 73.2879 50.3646 39.0016 47.9747 44.3258 34.358 32.6845 25.1129 20.9056 18.8977 25.3132 11.363 14.2866 11.6972 9.41249 23.0538 20.0033 7.57159 13.0301 10.289 8.59751 18.2079 6.92622 9.29694 16.4806 14.8545 12.6739 8.67473 6.03225
internal_count=3121 2305 816 558 1978 1960 475 452 277 238 199 327 258 131 103 83 264 235 175 255 143 119 220 81 240 186 162 141 102 59
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=1 12 12 3 13 3 39 48 2 51 14 376 132 16 52 457 38 42 159 11 42 16 4 1 1 16 51 0 1 12
split_gain=21.0938 8.314 4.48216 4.02453 3.41203 3.36105 3.19574 3.40452 3.73092 3.1235 2.88473 2.5966 2.97567 2.32413 2.53595 2.07008 1.81978 1.67902 1.96441 1.86497 1.32201 1.25798 1.53792 1.25436 1.25798 1.23225 1.22056 1.04503 2.26916 0.928274
threshold=0.104035 0.079890000000000017 -0.064509999999999984 0.16158000000000003 -0.15078499999999997 -0.097604999999999983 0.15619500000000003 0.12737000000000001 0.11682500000000001 -0.097539999999999974 0.062655000000000016 0.048375000000000008 0.080640000000000017 0.062650000000000025 0.13796000000000003 0.082380000000000009 0.10657000000000001 -1.0000000180025095e-35 0.092630000000000018 0.080455000000000013 -0.0060199999999999993 -0.014034999999999997 -0.46376499999999993 0.11181500000000001 0.11588000000000001 -0.094359999999999986 0.13095500000000002 -0.060129999999999996 0.07635500000000002 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 16 6 29 17 7 8 13 -1 11 12 15 14 23 21 -2 -6 19 27 -13 -11 -23 -4 -25 -17 -9 28 -19 -3
right_child=2 4 3 -5 5 -7 -8 26 -10 10 -12 20 -14 -15 -16 25 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023644296364501477 0.0021327718968331523 0.000359052448157372 0.0012843975334429971 0.0019482404575177116 -0.0023045893354666832 -0.0021716871544588691 0.0027146330900943427 -0.0028074073284102045 0.0015719546711817896 -0.0014009925833128776 -0.0025453972561091413 8.4999899451104123e-05 0.0021168018856780584 -0.0016362205876141196 -0.0018812119831200182 -0.00059114296648678471 -0.00013928946330339282 -0.0023984623701726396 -0.00264219635730025 -0.0018930680411937543 0.0025122527696017898 -0.0016408580699098303 0.00087610559365615978 -0.0012423457766592518 0.0007731076509868768 0.0015470142286279685 -0.00069040596524878579 0.0011404332549594782 0.0012636702703030492 -0.0013431709689424786
leaf_weight=3.1683066450059405 10.016638552770017 4.6672354824841014 5.4704869315028279 5.5102443620562545 3.4256937596946946 41.002698624506593 1.8682660721242417 2.9657887443900099 6.1689486913382998 9.0822116564959359 2.1036878339946261 1.7232946492731569 2.4544121772050849 5.3678857684135428 2.6432523857802144 2.1927894353866577 2.0764941647648802 1.618436131626366 1.8285207673907269 2.2774506714195013 3.0019478499889365 1.8541322126984594 3.2792986053973481 2.8512278199195862 3.2144991010427475 3.285479260608553 2.4073322713375092 4.0837918035686016 1.6850147433578966 2.3501263186335564
leaf_count=72 210 46 47 83 115 1720 23 24 79 106 28 16 21 107 33 17 17 26 18 55 43 19 36 24 25 30 19 29 19 14
internal_value=0 -0.00119607 0.000569681 0.000200939 -0.00166286 -0.00184504 -9.11954e-05 -0.000259807 7.43096e-05 -0.000282134 -5.44607e-05 0.000140532 -0.000176606 -0.000398332 7.02921e-05 -0.000462429 0.00174264 -0.000947299 -0.000542741 -0.000145533 0.00162703 -0.000906992 -3.29908e-05 0.000517433 -0.000174267 0.000691173 -0.00185892 0.000393223 -0.000530492 -0.000211025
internal_weight=0 95.0845 50.5611 38.4679 62.939 55.9216 32.9577 31.0894 25.7163 32.1456 28.9773 26.8736 22.1483 19.5474 14.1795 19.6939 12.0931 14.9189 11.4932 9.66469 4.72524 14.2156 5.13343 11.5362 6.06573 5.47827 5.37312 7.38724 3.30345 7.01736
internal_count=3121 2430 691 464 2042 1982 381 358 315 388 316 288 229 236 129 208 227 262 147 129 59 161 55 96 49 47 43 74 45 60
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 3 39 16 48 50 2 51 16 38 474 48 159 11 42 12 160 47 12 15 158 16 43 0 4 51
split_gain=16.3375 6.1622 4.76066 3.4596 3.42041 3.19487 2.91391 2.79476 2.95767 3.81767 2.71651 2.25838 1.98868 1.96207 1.77828 1.72498 1.66449 1.92738 2.37376 1.67959 1.6106 1.57511 1.77055 2.38872 1.49279 1.0103 1.37971 1.40833 0.980536 0.972224
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.10732000000000001 -0.097604999999999983 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.11534500000000002 0.11548000000000001 -0.096089999999999981 0.67964000000000013 0.10657000000000001 0.084660000000000027 0.10096000000000001 0.091235000000000024 0.080455000000000013 -1.0000000180025095e-35 0.085440000000000016 -0.079009999999999983 0.09585500000000001 0.11201500000000002 -0.03241999999999999 0.084765000000000021 -0.27167499999999994 -0.082689999999999986 -0.10151999999999999 0.0052350000000000009 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 11 13 6 5 16 7 8 9 10 20 -1 -9 -2 15 24 17 18 -3 -20 -4 22 23 -22 25 -13 -27 28 29 -28
right_child=2 4 3 -5 -6 -7 -8 12 -10 -11 -12 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0025766817434698438 0.0023133613024332892 -0.0025275986288513419 -0.0014491318198226095 0.0020249000413403856 0.00050474632557126486 -0.0023530071548170496 0.0028989700677668289 -0.0020413812680843985 -0.0017801365814952787 -0.002668722316194552 0.0023725709627227523 0.0010956927798726507 0.0018403261675233806 -0.00029540401716568286 0.0016093089673927896 0.0019303492295124501 -0.0027518652663064752 -0.0025713526014275842 -0.001215697276078046 0.0013635858939627971 0.002984203286184592 -0.00087832788482416525 -0.00072578089915160677 2.9044647732280981e-05 -0.0026969657159004595 0.00067262727472807251 2.941588361644956e-05 -0.0023351950511721043 0.00072930738109087869 -0.0021887149479604077
leaf_weight=2.3254869151860502 9.5614609792828542 1.7850041631609181 2.6438911799341538 4.7668381612747899 3.5738241523504248 32.467005575075746 1.7145645506680001 6.7825084291398516 4.2283067144453517 2.0846131928265086 4.6391267497092477 2.4231565520167466 0.86507392302155484 2.0320593416690818 3.1191331073641768 1.7652118820697058 2.447408875450491 2.1982650961726895 2.0985787641257048 4.8809784520417452 3.8839947804808617 2.9882231894880524 2.1964070498943329 2.6921217963099462 1.7292958945035923 3.7304323501885053 2.2334956694394448 3.3135508261620776 2.652982946485281 2.3649083413183689
leaf_count=63 240 72 28 83 18 1705 23 165 39 39 68 24 10 18 29 15 50 52 33 48 44 21 14 24 34 36 21 52 28 25
internal_value=0 -0.00126968 0.000497721 9.88799e-05 -0.00176712 -0.0019441 -0.000165559 -0.000324761 6.05428e-05 0.000428908 0.000767988 -0.000310936 -0.00160229 0.00185611 -8.51125e-05 -0.000346584 -0.000954109 -0.000552767 -4.648e-05 0.00058806 0.000251219 0.000633469 0.00114844 0.00177442 -0.000564456 -0.000343878 -0.000587894 -0.00103298 -0.000437926 -0.00111134
internal_weight=0 75.1087 51.0792 39.4857 49.4511 45.8772 34.7188 33.0043 25.3567 21.1284 19.0438 25.6577 7.64758 11.5935 23.3322 20.213 13.4102 10.9628 8.76456 6.97956 14.4046 11.7607 8.77252 6.57612 18.4478 16.7185 14.2954 10.5649 7.25139 4.5984
internal_count=3121 2305 816 558 1978 1960 475 452 277 238 199 327 175 258 264 235 255 205 153 81 131 103 82 68 220 186 162 126 74 46
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=1 12 47 3 3 12 51 50 15 159 42 11 52 159 474 151 2 160 42 43 16 1 43 150 48 12 15 39 12 2
split_gain=10.8098 5.06483 2.83127 2.68993 3.28314 2.42833 2.29127 2.08746 1.99343 1.7562 1.82872 2.01864 1.74207 1.72669 2.1176 1.55493 1.56486 1.7692 1.39487 1.63645 1.32364 2.73822 2.08273 1.30511 1.29814 1.22808 1.17772 0.947462 0.917147 0.884286
threshold=0.104035 0.079890000000000017 0.085770000000000027 0.10732000000000001 -0.097604999999999983 -0.040564999999999997 -0.097539999999999974 0.10965000000000001 0.082685000000000022 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 -0.24164999999999998 -0.029685 0.085860000000000006 -0.27559499999999998 0.11448000000000001 -0.079009999999999983 -0.088934999999999986 -0.079109999999999986 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 0.11456000000000001 0.10990500000000002 0.085440000000000016 -0.055554999999999993 0.056590000000000008 0.11149500000000002 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 -1 12 13 10 -3 25 -7 -8 18 -14 17 -17 -15 27 21 22 -4 28 -24 -12 -22 -20 -19 -21
right_child=2 3 20 -5 -6 7 8 -9 -10 -11 11 -13 15 14 -16 16 -18 23 19 29 26 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034054393232246715 0.0030851470419576772 -0.0033518071542934947 0.0016793353071387215 0.00054501909865166788 -0.0029955907095454101 -0.0019809524450072383 -0.0029357488814517664 -0.0030708438402766163 -0.0034722088719952877 -0.0036350395449025259 -0.0011299534854419379 -0.0025796470207281367 -0.002196412909283788 -0.0025821487745604096 0.0037893739094087601 -0.0019961290978135183 0.0028101604975498285 0.0036410119285928337 7.7229666177320097e-05 0.00016020841631090706 -0.0031358004204928647 0.0039273136556474382 -0.0039143720596198821 -0.00040537969246848417 -0.00035236192169906569 0.001878054164867658 -5.6877512179903372e-05 0.0031088351097083708 0.00074330464882396176 -0.0023767701318885958
leaf_weight=2.2765850052237537 5.9255672767758396 1.9089491358026851 2.4836419019848099 3.5979759562760583 27.075222388841212 1.8015925651416242 1.6527772564441061 1.3822343610227097 1.6184571254998434 2.2215728126466265 1.9946450777351836 2.1708065206184983 1.1909020841121734 1.7420930378139114 1.8222036939114321 1.913949893787503 6.5738622602075329 2.8152377530932373 1.6361118182540071 10.474540911614875 2.9660406783223152 1.6819076314568517 1.9972350411117066 2.4775883723050356 2.2492650002241135 4.7343576699495316 2.2658760966733089 3.0585643798112869 1.8859569691121576 1.6434792261570681
leaf_count=72 198 89 29 19 1732 53 26 21 33 52 34 66 9 30 20 21 130 35 15 125 67 22 19 25 22 50 25 53 15 14
internal_value=0 -0.00145045 0.000653582 -0.0021184 -0.00235734 0.00127674 -0.000324438 0.000742052 -2.78341e-05 -0.00103116 -0.00049597 0.000116588 0.0010245 0.000225213 0.000481599 0.0013457 0.00161496 0.000750852 0.000156753 0.000440552 -0.000532398 0.00025746 -0.000659661 0.00148323 -0.00202766 0.000986405 -0.00180236 0.00205231 0.00247855 -0.000183864
internal_weight=0 69.6283 39.6109 43.7035 40.1056 25.9669 25.9248 20.0413 23.6482 13.0303 10.8088 8.89981 18.6591 22.0298 20.377 16.8575 15.6666 9.09273 18.5548 16.8127 13.644 8.41205 6.73014 7.17878 4.2465 6.729 5.23192 4.69468 4.70119 12.118
internal_count=3121 2430 691 2042 2023 507 388 309 316 291 239 150 288 283 257 235 226 96 237 207 184 92 70 75 41 84 92 68 50 139
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 52 52 12 47 0 15 1 1429 150 16 49 48 12 484 50 160 403 128 14 159 50 0 133 0 3 132 52 4 3
split_gain=21.1796 5.90926 5.40446 4.74332 3.76766 3.75671 3.63001 3.3332 2.86586 2.73059 2.47457 2.36784 2.29977 2.203 1.89185 1.79473 1.6156 1.67402 1.60295 1.58232 1.40876 2.97772 1.38596 1.23628 2.31876 1.25309 1.20696 1.87015 1.62327 1.53855
threshold=0.094385000000000011 -0.40306999999999998 0.19022000000000003 0.083370000000000014 0.083875000000000019 -0.060129999999999996 0.035560000000000008 0.11146500000000002 0.084990000000000024 -1.0000000180025095e-35 -0.51370499999999997 0.090000000000000011 0.12879500000000002 0.099100000000000008 -0.0068949999999999992 0.11768500000000003 -0.091944999999999985 -1.0000000180025095e-35 0.086435000000000012 0.062655000000000016 -0.22563499999999997 0.10987000000000001 0.16094000000000003 -1.0000000180025095e-35 -0.10151999999999999 -0.045649999999999989 0.081465000000000024 -0.092399999999999982 -0.0016099999999999997 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 12 -8 14 -6 -5 23 15 -7 -1 18 -16 -18 19 -3 21 -4 -15 -11 -25 -26 27 -19 29 -29
right_child=1 2 20 5 9 13 7 -9 -10 11 -12 -13 -14 22 16 -17 17 26 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0022950015939297626 -0.0018142574626009804 0.0019549996674793481 0.0012819381280456839 0.00088959135869742876 -0.0021716702092372036 0.00017281143574100939 -0.0022638133304319595 0.00099123953090070262 0.0015394617944434021 -0.0017159811791641283 -0.0020064935962681853 0.0015521367282200797 -0.0010589436077289495 -0.0023948867843701293 -0.0022799083378082447 -0.00077938203510048622 -0.0022536456199000821 -0.0020165781315875193 -0.00073730438143435582 -0.0003742314586261466 -0.0021748445349415832 -0.0022655577518272759 0.00043395474947454461 0.0014474831339734246 -0.0024614190277310734 0.0002028274100116983 0.0014860142460988183 -0.00041600832608883632 -0.00088061089854260999 0.0015011023927515002
leaf_weight=2.9670956619083944 4.7928186468780032 25.433663684874787 2.3250421639531851 1.3417074866592873 2.2421822287142268 7.1500495169311744 2.3137552570551625 3.4253220707178116 2.7225879542529574 2.1122211348265383 37.296086130663753 4.529146682471036 1.4739424288272847 3.2494460213929415 2.0323337689042189 1.3036447837948788 1.7659309301525485 2.3651472646743175 1.1049331314861763 1.3481258302927006 3.0419004745781413 1.8772804848849771 0.99247359484434117 3.0259789451956731 1.5515912510454639 1.5481491237878842 1.8523922264575947 3.3281008563935757 5.2354498896747446 4.1030960176140168
leaf_count=64 133 418 33 22 21 68 51 37 29 27 1642 47 9 81 37 13 40 48 13 10 32 36 8 22 28 13 15 28 67 29
internal_value=0 0.000422564 0.000605333 -0.00121516 0.000844056 -0.00159418 0.00120824 -0.000321061 -0.000496132 -3.92433e-05 -0.00190593 0.000335258 0.00149447 -0.000536848 -0.000730474 0.0016234 -0.000506027 -0.000312725 0.00173572 0.00183775 -0.00108889 -0.000302815 -0.00173303 -0.000333771 0.000142831 -0.00113078 -0.000109722 -0.000306367 1.29675e-05 0.000642514
internal_weight=0 63.4497 58.6569 76.4019 51.4127 50.0298 36.4034 5.73908 26.3721 15.0093 38.6378 12.7671 30.6643 11.392 23.6495 29.1904 20.6825 18.6501 27.8867 26.7818 7.24422 4.20232 4.24192 8.23794 6.12572 3.09974 16.8842 15.0318 12.6666 7.4312
internal_count=3121 943 810 2178 709 1821 551 88 357 158 1664 137 463 157 328 454 264 227 441 428 101 69 89 90 63 41 187 172 124 57
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 52 52 47 12 3 15 1 0 1429 3 48 50 150 16 1 49 484 160 4 4 1 148 1 4 159 50 0 0 13
split_gain=27.8518 7.86369 6.50391 5.58631 5.57148 4.13564 4.02653 4.39008 3.66188 3.21519 3.20546 2.58527 2.3646 2.14189 3.49969 2.29735 2.12123 1.86869 1.81813 1.85149 1.78363 3.13136 1.69702 1.65157 2.01316 1.5218 3.45919 1.49297 1.75446 1.41682
threshold=0.094385000000000011 -0.38533999999999996 0.19022000000000003 0.083875000000000019 0.083370000000000014 0.10732000000000001 0.035560000000000008 0.11146500000000002 -0.061629999999999997 0.084990000000000024 -0.097604999999999983 0.12879500000000002 0.11768500000000003 -1.0000000180025095e-35 -0.5335399999999999 0.13210500000000003 -0.048674999999999989 -0.0068949999999999992 -0.091944999999999985 -0.0016099999999999997 0.0061450000000000003 1.0000000180025095e-35 -0.08224999999999999 0.086105000000000015 -0.15464999999999998 -0.22563499999999997 0.10987000000000001 -0.060129999999999996 0.10455500000000001 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 -8 13 17 16 12 22 -5 -15 29 -6 -1 -19 23 -21 -22 -3 24 -20 26 -4 -18 -29 -16
right_child=1 2 25 8 5 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 27 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021292971038742838 -0.0016413471289054723 -0.00019633382438359099 0.001203988539948327 -0.0021997499857137918 0.00053788040662263749 0.00038138282155838815 -0.0021482779145567672 0.0011421111189195386 0.0020901914716538465 0.0013835696259198911 -0.0019723284473628332 -0.00099249066853098942 -0.00085332867506082211 0.0021970256266661682 -0.0027855109207706456 0.0011397356529836858 -0.0020586137667035617 -0.0021621994361910517 0.00049537519189096053 -0.0022201826757870225 -0.0018086374164707436 0.0010815985738261832 0.0018035937780189006 0.0013826313398134595 -0.001431760500619339 -0.0020678279937126789 -0.0021351911478985283 0.00046611912048675856 -0.0017971231928979366 -0.00072750928004726022
leaf_weight=3.3390625659376445 6.6482030600309363 1.7144936881959463 2.558875834569335 2.4434022903442409 3.0988302119076243 3.8383842855691901 2.6466380525380364 3.7400677166879177 2.3725908957421771 2.9689674377441397 43.655553946271539 1.5592271536588658 1.4552395567297924 1.9559627100825299 1.6546521149575699 2.0681188814342022 5.1078862342983475 2.4315214212983944 5.0339677464217019 3.173661120235904 2.9260817784816027 2.8075688630342484 29.97356803715229 3.0262199975550166 3.5212050974369067 3.316552432253955 2.2098961230367422 2.8449421748518935 2.4252227582037449 5.6262852512300006
leaf_count=64 138 16 33 20 27 18 50 36 26 29 1597 9 13 16 13 20 133 37 38 37 50 19 424 26 57 32 36 22 24 61
internal_value=0 0.000384311 0.000590558 0.00082252 -0.00124663 -0.00158305 0.00120518 -0.000221419 -0.000152814 -0.000544845 -0.00171503 0.00146774 0.00158348 -0.000539894 -0.000181142 -0.000678691 -0.000881562 -0.000762878 -0.000563815 -0.000374125 -0.00104427 -0.00039339 0.00169539 0.000141289 -0.00029781 -0.00105076 -0.00034342 -0.0013054 -0.000575379 -0.00119521
internal_weight=0 71.9438 65.2956 57.2102 90.1991 60.9708 41.0892 6.38671 16.121 29.2283 57.1324 34.7025 33.1433 13.7484 11.305 9.34906 13.4769 26.2593 22.9202 20.4887 8.90731 5.73365 31.6881 11.5814 8.55517 8.08532 4.76877 10.3781 5.27016 7.28094
internal_count=3121 943 805 704 2178 1821 548 86 156 357 1803 462 453 130 110 94 206 328 264 227 106 69 440 121 95 101 69 179 46 74
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 12 151 43 3 50 52 47 1 1 52 133 3 34 52 39 9 16 0 15 15 1348 456 0 15 156 3 12 41 484
split_gain=23.7408 10.045 7.16509 6.13269 5.85862 4.7864 4.40162 3.39701 3.10584 2.39742 2.03151 1.77883 1.67014 1.5219 1.43451 1.24268 1.24202 1.17463 3.24168 1.28723 1.54984 1.12623 0.795549 0.724423 0.710216 0.675535 0.591224 0.900298 1.06543 1.43859
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.05647499999999999 0.30112000000000005 0.11875500000000001 -0.012164999999999999 0.12794000000000003 0.13021500000000003 1.0000000180025095e-35 -0.0092699999999999987 0.085075000000000026 0.10732000000000001 -0.11726499999999999 -0.087284999999999988 0.098220000000000016 0.10750500000000002 -0.0092699999999999987 -0.087319999999999995 -0.074054999999999996 -0.095869999999999983 0.084895000000000012 0.092445000000000013 -0.10607499999999999 0.19724500000000003 0.11769000000000002 -0.097604999999999983 0.09334000000000002 0.078065000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 14 7 9 13 12 -1 -6 -8 21 -4 -5 -11 22 19 -19 20 23 24 25 -16 26 -15 27 28 29 -3
right_child=2 8 5 4 10 -7 11 -9 -10 15 -12 -13 -14 16 17 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011156503470705968 -0.0025983601392973758 -0.0024101277003035189 -0.00065475040100251305 -0.0022235958141580284 0.0022154641579681419 -0.002000146307743653 -0.0017208122432863641 -0.0019107396806367328 8.2030355816438012e-05 0.0022134879290638941 -0.00067192007441368312 0.00042546644163706621 -0.00064878635504661488 0.0021810755464591308 -0.0019862558893819714 -0.00021117511997318454 -6.6587710375308793e-05 0.0013813428970509886 -0.0015635966777311717 -0.002333240305105685 -8.5004500941047488e-05 -0.00023400590024561077 0.00026892423364833438 -0.00066397634418914175 -0.00053662488767612063 0.00047038795299634428 -0.0021223706312705187 -0.0022161251038390266 -0.0023956426891443283 -0.0007806977969335696
leaf_weight=1.4121610857546327 2.5882340371608761 2.994275193661454 1.199446657672534 9.4987800717353768 2.4514337219297886 1.9944100454449643 4.3662634082138521 1.2594043277204026 3.2144562974572173 5.5105789583176374 1.7489176094532002 2.5694401618093252 3.9610295072197905 12.583830071613194 6.7809436470270139 1.0549277439713476 1.4598164670169342 2.3505367636680603 4.6892736032605233 6.1042713746428516 3.7525248024612656 1.4938093237578858 1.1387378126382817 2.3325786143541336 1.3321998491883267 1.0474277455359686 87.477042250335217 11.607047103345392 3.9522473812103263 9.378657206892969
leaf_count=13 15 31 13 103 44 14 32 10 30 107 21 27 19 241 55 10 18 21 39 42 24 23 14 25 11 15 1800 160 49 95
internal_value=0 -0.00158476 0.000611998 -0.000852227 -0.0012725 0.00101374 0.00026681 0.00133537 -0.00190381 0.00130356 0.00101323 -0.00092569 -0.00195605 0.00156993 -0.00154288 0.0018239 0.00173434 -0.00129428 -0.000580305 -0.00155923 -0.00119201 -0.00199985 0.00191234 -0.00164782 -0.00202244 0.00204963 -0.00203959 -0.00178036 -0.00147053 -0.00117502
internal_weight=0 180.033 23.2713 54.6226 39.7093 20.6831 14.9134 18.6887 125.411 7.97767 4.20035 6.9357 122.196 17.4293 35.5089 6.56551 16.2298 26.0101 7.03981 18.9703 12.866 118.235 14.77 9.11352 116.741 13.6313 115.409 27.9322 16.3252 12.3729
internal_count=3121 2781 340 563 374 325 189 311 2218 130 65 59 2188 301 309 117 288 206 60 146 104 2169 270 80 2146 256 2135 335 175 126
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=12 4 13 1 1 132 3 52 47 4 3 15 1 457 1 4 4 47 48 14 11 15 11 3 159 0 52 151 4 3
split_gain=21.2617 9.43562 7.37289 5.21513 4.9214 4.38953 3.47674 2.47588 3.3262 2.54288 2.41584 1.97127 1.96363 1.75898 1.74111 1.54893 4.22685 1.44087 2.84245 2.13502 1.42379 1.37747 1.35132 1.31944 1.31181 2.64595 1.2172 1.04724 0.959317 0.854702
threshold=0.079890000000000017 0.36766000000000004 -0.0044799999999999987 0.13021500000000003 0.09253500000000002 0.087955000000000019 0.10732000000000001 -0.085984999999999992 0.092710000000000015 -0.031404999999999995 -0.097604999999999983 -0.036009999999999993 0.086105000000000015 0.080930000000000016 0.10612500000000001 -0.00099499999999999979 0.0061450000000000003 0.086785000000000015 0.086665000000000006 1.0000000180025095e-35 0.087830000000000005 0.19724500000000003 0.079915000000000014 0.12178000000000001 0.092630000000000018 -0.060129999999999996 0.060015000000000006 -0.0083949999999999979 0.053925000000000008 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 4 6 11 7 10 14 9 29 13 -1 -11 22 -4 -14 -17 19 -19 -6 -3 -12 24 27 25 28 -10 -18 -2 -9
right_child=1 20 5 -5 17 -7 -8 8 26 12 21 -13 15 -15 -16 16 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024301749315403963 -0.0024052886947582073 0.0019651731090251025 -0.0024384748415265034 0.001488065988441622 0.0023916294552999038 0.0025749826811280931 0.0003307868254462037 -0.00022763955930870714 -0.0023634455813651071 -0.0011385844548758726 -0.0022210920260542911 0.00044348972444718517 0.0025801390537601764 0.00044871192277155992 -0.00016889060280098067 -0.0023927661966879595 0.00087130522168167883 -0.0013518240682433684 0.0020959054200416624 -0.0010280037210756295 1.638058819338334e-06 0.0013046747489082523 -0.002398527229264414 -0.00017063314414639044 -0.0027444780283835805 0.00080947483120993521 -0.00030884703942117119 0.0025972177322683906 -0.00026075258567091281 -0.0019374132983135826
leaf_weight=2.0625702794641256 3.4492138288915184 3.8275353498756877 5.0101096127182236 2.6165379062294951 13.818411773070695 2.5988583154976359 3.8071414418518534 3.1551960818469551 4.1995834633707991 2.6555329859256807 48.224692847579718 3.1227843929082182 2.6266749091446462 2.7957230806350699 2.7103579677641392 1.9849848374724306 3.6093592084944301 2.0254399031400672 3.2263726517558098 1.0201786309480656 3.859041977673769 0.58357541263103385 5.7622741013765326 2.5096969418227673 1.9006237126886834 3.7055527083575752 2.3344193659722805 3.7095614559948373 1.5838053077459333 2.9380299933254719
leaf_count=43 96 43 87 28 278 26 19 18 37 35 1813 30 25 36 29 22 34 15 38 12 35 7 130 19 28 30 23 39 12 34
internal_value=0 -0.00142679 0.000317094 -0.00167528 0.00128172 -0.000291803 -0.00179054 -0.000490779 -0.000191828 0.000213237 -0.0019093 -0.000699563 0.000664209 -0.00122375 -0.00164171 0.000995738 0.000643457 0.00179309 0.000766237 0.00215652 0.000979381 -0.00217894 -0.00150883 0.00125665 -0.00102696 -0.0006534 -0.00162939 0.00174608 -0.00173044 -0.00105206
internal_weight=0 82.1157 65.3181 74.4291 25.2758 40.0424 71.8126 37.4435 29.723 23.189 68.0055 5.18535 17.0958 19.1972 7.72047 14.4403 11.8136 20.0904 5.25181 14.8386 7.68658 48.8083 16.4015 9.82862 10.6392 8.73857 6.534 7.31892 5.03302 6.09323
internal_count=3121 2277 844 2199 416 428 2171 402 286 226 2152 73 174 332 116 139 114 343 53 290 78 1820 296 92 166 138 60 73 108 52
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 52 3 3 52 47 12 1 50 4 47 43 2 51 2 52 13 0 150 12 4 151 159 50 0 131 42 48 147 51
split_gain=11.7858 3.59499 3.45178 4.68692 3.31668 2.83867 3.06603 2.44171 2.19697 2.00009 1.98266 1.89221 1.80191 1.68682 1.5939 1.55021 1.88172 1.75338 1.48338 1.65446 1.90281 1.44082 1.43305 2.81709 1.17749 1.1457 1.14139 1.33293 1.79406 1.24475
threshold=0.094385000000000011 -0.40306999999999998 -0.12018999999999998 -0.028564999999999997 0.19022000000000003 0.083875000000000019 -0.040564999999999997 0.13501500000000002 0.093975000000000017 -0.17966999999999997 0.085270000000000026 -0.073404999999999984 0.11093500000000002 -0.090529999999999985 0.12669500000000003 -0.092399999999999982 -0.47860499999999995 -0.15202999999999997 -1.0000000180025095e-35 0.092755000000000018 0.25615500000000008 -0.08212499999999999 -0.22563499999999997 0.10987000000000001 -0.14001499999999997 0.10340500000000001 -0.09693499999999998 0.12474000000000002 0.10245000000000001 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 10 24 5 6 -3 18 9 -8 12 -5 13 -1 26 -13 -17 -18 -7 20 -20 -15 23 -6 -4 -2 -11 28 29 -28
right_child=1 4 3 11 22 7 8 -9 -10 14 -12 15 -14 21 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015835842550814721 -0.0033029383194372736 0.0031470246655391819 0.00048653162318461942 0.0014228225950822756 0.0022143327661477523 -0.0033128597766074758 -0.0029422574239232478 0.0026573844367845569 -0.0023950287108959111 -0.0015867643276805639 0.0027958736159581412 -0.0035844764247506288 0.0025012050124296596 0.0011996380837700992 0.0033211165150606038 0.0014361001175857708 -0.0003057677316090434 -0.002871393925115779 -0.00086404395585242227 -0.0024279585890836651 0.0027062196830757944 -0.0025088722260931473 -0.0032756015361539393 -0.0033604458635402828 -0.0029199120923600226 0.0013153567908468489 -0.00045286688197176663 -0.0013272592103828742 -0.0016309813407370702 0.0026242286703155914
leaf_weight=1.6840441487729529 3.2427632333710785 7.6969123389571932 1.0292835254222144 3.0842924788594273 2.01020859181881 2.0555871576070777 1.0997728295624316 2.2618968505412331 1.8789526149630535 1.5516827832907498 1.8443909399211396 2.3839366603642711 1.4627410769462574 1.2329175006598205 3.4430820513516656 2.8037562035024175 5.8596397694200268 4.7091090064495758 3.7395217679440957 2.6467512110248208 2.4036225490272045 6.1437162337824729 2.6716305743902913 1.5921800620853899 29.521506317891184 0.62856328114867199 1.5314736627042318 1.696696713566779 1.4216012470424164 8.123110093176356
leaf_count=22 125 240 16 33 33 21 13 29 46 14 15 55 9 17 77 17 58 91 41 45 22 111 32 36 1734 8 16 11 15 119
internal_value=0 0.000348692 -0.00167741 -0.00204778 0.000583586 0.000903961 0.00145946 -0.000301489 0.000833377 0.00115488 -0.000198307 -0.000819697 -0.000723083 -0.00124361 0.00140849 -0.00125867 -0.000844039 -0.00144893 -0.000918581 -0.00035866 0.00053289 -0.00188904 -0.00153815 -0.000249602 -0.00280515 -0.00255309 0.000948764 0.00125679 0.00165262 0.00213612
internal_weight=0 51.696 61.7593 49.3915 47.8247 41.5507 28.4433 13.1074 20.7464 18.8674 12.3678 18.8407 10.5234 9.06068 17.7676 15.7564 13.3725 10.5687 10.8455 8.7899 6.14314 7.37663 6.27402 3.60239 30.5508 3.87133 14.3246 12.7729 11.0762 9.65458
internal_count=3121 943 2178 2004 810 709 551 158 311 265 174 254 159 150 252 221 166 149 129 108 63 128 101 69 1750 133 175 161 150 135
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 12 47 52 3 3 52 43 42 16 1 49 148 48 148 12 12 50 1209 52 52 2 15 0 49 42 0 4 0 1
split_gain=22.9219 8.341 4.88473 3.90298 3.3477 3.69771 2.95742 2.95677 2.42117 2.25799 3.18133 2.16859 2.01923 1.7424 2.56661 2.04821 1.4873 1.24865 1.23002 1.22719 1.38189 1.43459 1.16893 1.06833 1.05161 1.03805 0.947779 0.85295 2.08104 1.8741
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.38533999999999996 0.10732000000000001 -0.097604999999999983 0.13796000000000003 -0.066504999999999995 -0.094469999999999985 -0.061854999999999993 0.11588000000000001 -0.016249999999999997 -0.043434999999999994 0.12879500000000002 -0.080634999999999984 0.11734000000000001 0.088725000000000012 0.10965000000000001 0.086895000000000014 0.10898500000000001 -0.087284999999999988 0.10559 -0.055554999999999993 -0.10836499999999999 0.0043850000000000009 0.092860000000000012 -0.081459999999999991 -0.0016099999999999997 -0.23091999999999999 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 11 13 8 -1 10 -4 -3 -9 14 -5 17 -8 -16 24 20 21 -14 -11 -12 -13 26 -10 -22 -29 -30
right_child=2 4 9 6 -6 -7 16 12 25 22 23 18 19 -15 15 -17 -18 -19 -20 -21 27 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0016999579340569175 -0.0023136333179145574 0.00051127786084564019 -0.0010581863021179737 -0.0011455190133514046 0.00033037107274717426 -0.0021246466161443265 0.00073821955537865488 0.0014861366778661611 0.0006114385833153735 -0.0021115217391980455 0.00042323751582480732 -0.0018894326555582192 -0.0024329924850538258 -0.00014141148293787424 0.0021869638932102415 9.974397277603889e-05 -0.0018824293150082542 8.0243326019803477e-05 0.00067584963723091621 -0.0023582045666781623 0.00027170599469768095 0.00021525625043509607 -0.0002639090497330264 0.0023863264655369525 -0.00030329723600694549 -0.00024439690996762883 0.0023060835466003089 0.0010138732712214593 -0.0024063792952426534 0.0003431817531714509
leaf_weight=1.6946072950959195 1.5525645744055498 3.816345781087878 4.5101973637938517 1.4714497663080752 3.7379153817892066 43.863024489954114 2.149143334478139 1.7521741166710878 2.74149328842759 3.9703125562518835 2.5505064018070707 9.5897443145513517 3.6214632373303237 2.8774788938462725 19.884944301098592 2.9056733772158614 1.9563484415411947 1.4258214384317387 1.2844275888055552 2.5484079811722031 5.5434771049767777 1.3198938798159359 2.7346780914813271 2.697448067367076 2.4899452775716773 1.9301868416368959 3.6234467998147006 2.0548215359449422 3.7751536760479114 1.7002561837434766
leaf_count=22 45 37 38 13 19 1732 20 19 37 67 23 206 62 23 336 31 23 16 11 43 45 20 25 31 37 16 41 12 59 12
internal_value=0 -0.00121724 0.000586939 0.00105516 -0.00166736 -0.00178968 0.00121525 -0.000314631 0.00066866 -0.000386395 0.000281184 -0.000934496 -0.000754807 0.00146329 0.00164304 0.00181248 -0.000510572 0.00204601 -0.00134736 -0.000945753 -0.000745948 -0.00172561 -0.00135796 0.00143227 -0.00156249 0.00115254 0.00157617 -0.000375672 -0.000852248 -0.00155257
internal_weight=0 97.0868 50.6866 34.2234 64.7814 61.0435 32.6709 32.3054 9.98973 16.4631 9.75815 17.1805 22.3156 28.5654 25.6879 24.2164 4.10549 21.3108 13.3641 20.5635 18.0151 4.94136 6.70499 5.24795 12.0797 8.29513 6.36494 13.0737 7.53023 5.47541
internal_count=3121 2430 691 507 2042 2023 462 388 116 184 92 291 272 419 396 383 43 352 254 253 210 82 92 54 243 94 78 128 83 71
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 4 3 48 51 52 474 38 39 16 457 14 43 43 159 42 11 160 43 12 160 147 151 4 4 1
split_gain=20.8817 7.18312 5.88206 3.8555 3.56393 3.26971 3.20409 3.043 2.42603 2.22266 2.02623 1.99262 1.77409 2.20559 2.30274 1.63522 1.59861 1.71737 1.5615 1.86985 2.34518 1.43817 1.434 1.40466 1.2592 1.2523 1.24713 1.14399 2.75189 0.932654
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.10732000000000001 0.27834500000000006 -0.097604999999999983 0.12230500000000001 -0.096089999999999981 0.19022000000000003 0.084660000000000027 0.10657000000000001 0.15438500000000002 0.054560000000000004 0.080930000000000016 -0.46885499999999997 -0.079109999999999986 -1.0000000180025095e-35 0.091235000000000024 -1.0000000180025095e-35 0.080455000000000013 -0.081969999999999987 -0.035139999999999991 0.085440000000000016 -1.0000000180025095e-35 0.096620000000000011 -1.0000000180025095e-35 -0.15764999999999998 0.0061450000000000003 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 8 11 5 6 12 18 15 -1 10 16 -2 13 14 21 -7 29 -18 19 -3 23 -4 -23 -21 -19 -17 -15 -26 -29 -10
right_child=2 4 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14 26 -16 25 17 24 -20 20 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.002634674064278422 0.002406571440613636 -0.0025889431674113381 -0.0023624944976936781 0.0021029545225745038 0.00045223674135729333 -0.00092247309282575136 -0.0024322421548676255 -0.0020675295803442443 0.00011134818710385497 -0.0027544561264332031 0.0019318161276179115 -0.0002226256150388689 0.0018292026397787474 0.00071195577569382852 0.001914030491225741 0.0019242548885242707 -0.0025693590597139944 -0.0020794500800815716 -0.0028073571000236269 -0.0011791167957862639 -0.0026471532736223962 0.00094954332282045425 -0.0011554394809149559 0.0011061815437001701 0.0017089141310435065 -0.00038106904451380914 -0.0023575022264547595 -0.0018063692331056508 0.0010828820434603461 0.0021757332428505049
leaf_weight=2.592780755832794 11.149818047881125 2.5469526033848515 2.7286588829010716 5.1741902269422999 3.6918998211622229 1.9100363478064526 38.550257483497262 2.0394706279039374 3.4491890184581377 1.8184260297566641 3.1244866587221614 2.0881235599517813 1.4998094774782647 0.91553732194006521 2.2917512208223334 9.0426614731550199 2.3585546072572567 1.957027206197387 2.62592221610248 2.3728360105305892 1.9248862601816652 3.3506852965801937 4.808047814294703 5.3207431174814701 2.0983040519058767 1.7095085717737664 6.8528372999280673 3.9602375719696017 4.0871573407202959 2.178669597953558
leaf_count=63 240 86 36 83 18 17 1705 18 29 26 26 18 15 11 18 107 39 27 50 33 38 29 50 48 14 18 156 39 38 26
internal_value=0 -0.00139406 0.0005548 0.000105317 -0.00189481 -0.000172918 -0.00205725 0.000732591 -0.000360225 -0.000124641 8.13645e-05 0.00199185 -0.000765973 -0.000951784 -0.000336422 0.0011836 -0.000206438 -0.000641121 -0.00107992 -0.000707047 -0.000208725 -0.000810132 -0.00029095 0.000401355 -0.00026535 0.00155773 -0.00199575 8.45757e-05 -0.00033896 0.000910518
internal_weight=0 84.6583 55.5611 42.3232 57.0335 37.149 53.3416 14.7017 27.6248 25.0321 23.2136 13.2379 22.4473 20.9475 13.1791 12.6622 20.0891 14.4613 14.7913 12.1654 9.61847 10.8874 8.15873 7.69358 12.1027 10.7522 7.76837 10.1457 8.04739 5.62786
internal_count=3121 2305 816 558 1978 475 1960 160 327 264 238 258 315 300 133 142 212 157 255 205 119 115 79 81 118 125 167 91 77 55
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=1 12 12 0 3 39 16 48 50 2 14 13 38 447 12 376 132 0 160 42 16 16 159 0 3 48 4 457 42 160
split_gain=11.3122 4.8353 3.78887 3.05693 2.74647 2.49452 2.29733 2.43186 3.00052 2.35125 1.93345 1.9148 1.91398 1.79461 1.73835 1.52443 1.98503 1.78735 1.45248 1.47133 2.16589 1.39133 1.32814 1.18266 1.11844 1.04954 1.03966 0.993617 0.781015 0.733404
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.11534500000000002 0.11548000000000001 0.062655000000000016 -0.15078499999999997 0.10657000000000001 0.084700000000000011 0.099100000000000008 0.049360000000000008 0.081465000000000024 -0.13027499999999997 -0.079009999999999983 -1.0000000180025095e-35 -0.5315899999999999 0.64105000000000001 0.092630000000000018 0.16094000000000003 -0.12711499999999995 0.086260000000000017 -0.27825499999999997 -0.079829999999999984 0.10077000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 5 6 7 8 9 18 13 -3 27 15 22 16 17 25 -4 -20 -21 28 26 -16 -19 29 -5 -2 -8 -1
right_child=2 3 4 14 -6 -7 21 -9 -10 -11 -12 -13 -14 -15 23 -17 -18 24 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000437455649811201 -0.00039212137734655043 -0.00017039509820789722 -0.0019836270197372127 -0.00037899180488177204 0.0024878444290999924 0.0037404153631963397 -0.0031462932028765286 -0.0022593044664786449 -0.0034413267029379988 0.0030422798421295637 -0.003440247969227192 -0.0030360065145913083 -0.0006273716443133473 0.0031150131061809202 -0.0035872606463445236 0.0015480522620720946 0.0022440240083792251 -0.00036070390428052273 -0.001609794913144291 -0.00071400310128758135 0.0025363416565828099 0.0016207040344818312 -0.0023187607180427949 0.00049782098247879575 -0.0027899657761240302 -0.0013978932264192467 0.0024722333972008069 0.0033088113989139679 -0.00023163929960046383 0.0019454491244245478
leaf_weight=2.4789586681872606 0.80663460306823243 2.5467960741370907 2.408917868509902 2.7452752273529764 3.954431975260376 1.4495221748948086 5.0180913619697085 3.9774827845394602 1.7821310497820366 3.8329485170543185 2.0932494942098847 26.679129283875231 1.8737641535699365 1.4608820285648096 2.7500160811468963 3.1542195472866288 1.9161128718405951 2.6363096572458842 2.1530062481761076 3.2889982908964219 5.3999614249914734 0.88512891903519619 1.6407011672854421 0.95092122815549363 6.671615927480155 3.7316410355269909 2.3809450641274439 6.9991656299680454 1.121487498283386 2.6799571160227167
leaf_count=29 12 29 28 31 83 23 148 39 39 68 48 1705 18 18 83 39 22 17 20 33 50 15 16 8 178 32 26 228 12 24
internal_value=0 -0.00156204 0.00048849 -0.00226187 8.26014e-06 -0.000304833 -0.000501152 -1.55335e-05 0.000457517 0.000864232 -0.0005264 -0.00278629 0.00223843 -0.000279756 -0.0007977 -0.00049289 -0.000812935 -0.0011348 0.000234211 0.00072698 0.001306 -0.00208032 0.000153899 -0.00253764 -0.00210192 -0.000122281 0.0009453 0.00292636 -0.00261389 0.000800417
internal_weight=0 66.5167 44.9517 39.6938 35.2721 31.3177 29.8682 22.8434 18.866 17.0838 26.8229 29.2259 9.67956 24.7297 10.4679 23.2688 20.1146 18.1985 13.2509 10.842 8.68896 7.02471 6.76692 3.70094 9.30793 8.89056 5.12622 7.8058 6.13958 5.15892
internal_count=3121 2305 816 1898 558 475 452 277 238 199 407 1734 258 359 164 341 302 280 131 103 83 175 73 91 195 85 57 240 160 53
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=12 4 13 133 14 0 132 132 52 13 457 2 484 15 2 2 43 0 12 3 4 47 1 52 3 0 2 46 1 4
split_gain=9.95666 5.15033 3.49621 2.81796 2.87141 2.7541 2.70357 2.12707 1.90631 1.89413 1.68667 1.69298 1.61305 1.74237 1.50145 2.55673 1.67615 1.4718 1.35015 1.86697 1.64244 1.32676 1.86517 1.50272 1.64043 1.48634 1.36009 1.12945 1.2935 0.99108
threshold=0.079890000000000017 0.181285 -0.004174999999999999 -1.0000000180025095e-35 0.057600000000000005 -0.060129999999999996 0.087955000000000019 0.082230000000000011 0.13796000000000003 0.11596500000000001 0.080930000000000016 0.091265000000000013 -0.0068949999999999992 0.035560000000000008 0.10327000000000001 0.097220000000000015 -0.074359999999999996 -0.26609999999999995 0.084100000000000022 -0.084074999999999997 0.053925000000000008 0.092710000000000015 0.088975000000000012 -0.07167999999999998 0.086245000000000016 -0.075684999999999988 0.084715000000000013 0.089105000000000018 0.077845000000000011 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 5 3 7 27 10 12 -1 29 14 18 -12 -4 17 15 16 -7 -14 19 20 -2 22 26 24 -24 -23 -19 28 -5 -3
right_child=1 8 6 4 -6 9 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 21 -20 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024204756706785362 -0.0028769878344766884 0.00018685873559827674 -0.0021862661537229103 3.7730521276035242e-05 -0.0031493263825864717 0.00024308853532407768 0.0029623894775612689 0.0026030451464675178 -0.0023908187361993865 0.0016796659817523451 -0.0020790689307961536 0.0025065515831235864 0.0027555250148043864 -0.0023383864811436905 -0.0025972053558428513 0.0020148423912467539 -0.0030048716092456098 0.0018995785308136726 -0.0027499590436713215 0.0028036095323408718 0.0033748429097224869 -0.0028580514671245299 0.001949966621141737 0.0017490678955767965 -0.0018458711164614271 0.00047018648189215377 -0.0014473407060827026 -0.00092119980332979075 0.0027019775578389976 0.0021903185566103504
leaf_weight=2.4193292586132915 2.3963405173271903 6.6139838192611915 3.7842030469328192 1.6540061291307164 0.86132098361849863 2.2293034847825766 1.9266785811632861 0.91795401275157917 1.7848219918087114 2.0554982498288146 1.5186082180589431 1.0932417456060646 1.4594035930931628 2.7564269434660664 4.1607673121616244 2.2438364308327436 2.8686058698222059 1.1390375047922194 25.028104601427913 0.82413507439196365 0.38508007116615761 2.6637794449925423 1.4199572373181673 6.6556368954479588 2.4494504826143384 1.7588604614138592 6.0509872287511826 0.88878279179334718 11.052847532555459 2.7641198597848415
leaf_count=59 143 82 61 18 10 39 25 25 34 28 66 17 22 41 150 17 37 13 1596 21 3 32 23 82 28 19 78 9 299 44
internal_value=0 -0.00143684 0.000289771 0.00128857 0.00182581 -0.00186231 -0.000264517 -0.0010387 0.000270807 -0.000804743 -0.00232121 -0.000159666 -0.00047081 -0.000224482 -0.00124871 -0.000484476 -0.00158455 2.2448e-05 -0.00251838 -0.000910846 -0.00201144 -0.000157727 0.000185972 0.000939536 -0.000452912 -0.00153443 -0.000917125 0.002141 0.00235518 0.000777362
internal_weight=0 55.9664 49.8587 17.7942 14.457 44.8035 32.0644 3.33728 11.1629 13.558 31.2455 2.61185 30.1377 26.3535 11.5025 7.34175 5.09791 23.5971 28.6337 3.60556 2.78142 22.1377 17.7151 10.525 3.86941 4.42264 7.19002 13.5956 12.7069 9.3781
internal_count=3121 2277 844 420 336 2117 424 84 160 271 1846 83 399 338 243 93 76 297 1763 167 146 275 224 133 51 51 91 326 317 126
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 12 48 43 3 52 50 453 1 43 52 457 147 1 1 52 52 16 0 15 2 15 3 15 14 47 4 13 11 3
split_gain=18.2719 8.55582 5.40046 4.87341 5.12608 3.75026 3.49618 2.75935 2.40084 2.05086 1.85152 1.57059 1.56261 1.5362 1.51865 1.50885 1.42312 1.18081 3.29253 1.31386 1.43235 1.91406 1.09246 1.0853 1.08061 1.01905 0.955675 0.820321 1.39111 0.819464
threshold=0.27834500000000006 0.051320000000000005 0.12230500000000001 -0.05647499999999999 0.30112000000000005 -0.012164999999999999 0.11875500000000001 1.0000000180025095e-35 0.13021500000000003 -0.40263499999999991 -0.0092699999999999987 0.080930000000000016 0.10271500000000001 0.083135000000000014 1.0000000180025095e-35 -0.087284999999999988 0.081010000000000013 -0.0092699999999999987 -0.08841499999999998 -0.074054999999999996 0.089885000000000007 -0.095869999999999983 0.083060000000000009 -0.059484999999999989 -0.46885499999999997 0.10954500000000002 0.10924000000000002 -0.10664 1.0000000180025095e-35 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 15 9 7 12 11 -1 -6 27 24 23 -11 -5 -7 19 -19 20 -17 26 -20 -13 -2 -26 -22 28 29 -3
right_child=2 8 -4 4 10 16 -8 -9 -10 14 -12 13 -14 -15 -16 17 -18 18 22 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013385784348772635 0.00023297136352322474 -1.1367519667163947e-05 -0.0021027109047339985 -0.0023828134349284801 0.0023952527084588541 -0.0022444971412047938 -0.0019197359218364645 -0.0020902675332467573 -2.8685780377415507e-05 -0.00057442621581777506 -0.00069973064703466833 0.00019819809871080417 -0.00061566714144563653 0.00096847229662611078 0.0024053952575557851 -0.0020288269974077715 -9.9058002605831511e-05 0.001744299050024813 -0.0004590360648111898 -0.0024622132832653474 -0.0023706848858497187 0.0009819698675319719 -0.0027299962751491658 -0.0022636604480339023 0.002342187022623639 0.00014000075649622606 -0.00015240867979748516 -0.002193234615818533 -0.0025213675951976347 -0.0015418637147203429
leaf_weight=1.1420865934342144 1.6932209115475405 2.7190410755574703 3.078241776674985 8.4878269433975166 2.2687105294317012 2.5576292816549522 1.7169500812888134 1.031823020428418 2.9692796207964411 1.0082147754728792 1.621211377903818 1.197448246181011 1.3488522935658682 1.5254533924162386 4.9164995923638344 5.2729154638946039 3.7009135764092207 2.1519677639007568 2.0144569128751817 5.7188644558191326 2.3092488422989841 2.6247209645807752 2.1338745802640915 3.2628064565360537 10.416482672095304 1.1404462549835432 1.6140986159443853 83.329233562573791 4.6455759815871716 4.6174787543714029
leaf_count=13 34 30 23 103 44 24 14 8 30 8 21 14 17 17 109 41 35 20 21 42 27 18 19 65 232 12 18 1978 56 28
internal_value=0 -0.00162937 0.000597058 -0.000872625 -0.00129339 0.000270988 0.00107611 0.00140519 -0.00198895 0.00137519 0.00110535 -0.00204641 0.00165224 -0.000947456 0.00189832 -0.00158202 -0.000975818 -0.00129691 -0.000475613 -0.00159192 -0.00117088 -0.000480005 -0.0016272 -0.00160272 0.00188311 0.00212487 -0.00145807 -0.00211543 -0.00157432 -0.000974635
internal_weight=0 153.81 20.426 49.5432 36.2179 13.3253 17.3478 15.6308 104.266 7.0668 3.88992 101.297 14.599 5.98571 5.92471 32.328 6.25854 23.8401 6.3003 17.5398 11.821 6.54807 4.14833 4.46025 13.2501 11.5569 3.92335 95.3113 11.9821 7.33652
internal_count=3121 2781 340 563 374 189 317 303 2218 130 65 2188 295 96 117 309 59 206 60 146 104 63 40 79 278 244 45 2092 114 58
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 3 39 15 47 4 159 38 484 1429 403 160 457 16 15 52 159 11 42 132 48 3 48 150 14 4
split_gain=9.30068 4.03147 3.18495 2.99416 2.90337 2.3508 2.30136 1.93158 1.87242 2.66615 1.96365 1.78681 1.66554 1.75485 1.52928 1.62015 1.57987 2.11094 2.34086 1.42708 1.3235 1.71572 1.90725 1.22907 1.22204 1.21636 1.16418 1.70596 1.85415 1.07846
threshold=0.099195000000000019 0.084100000000000022 -0.064509999999999984 0.10732000000000001 -0.097604999999999983 0.31299000000000005 0.15619500000000003 0.084050000000000014 0.090280000000000013 -0.013125 0.083335000000000006 0.10657000000000001 -0.0068949999999999992 0.084990000000000024 -1.0000000180025095e-35 -0.091944999999999985 -0.0029299999999999994 -0.056919999999999991 -0.095869999999999983 0.10347000000000002 0.091235000000000024 0.079915000000000014 -1.0000000180025095e-35 0.082230000000000011 0.084855000000000014 -0.10519499999999998 0.12474000000000002 0.12187000000000002 -0.23083499999999998 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=1 7 11 4 20 6 8 12 9 10 -4 -2 -1 14 -14 -16 -17 18 29 23 21 22 -3 24 -19 -10 27 28 -11 -18
right_child=2 3 5 -5 -6 -7 -8 -9 25 26 -12 -13 13 -15 15 16 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028296249538602909 0.0030994505135702962 -0.0035664851457617016 -0.0029283176271900826 0.00058310977633882217 -0.0034753451324694325 0.0035662638603048309 0.0039499928009026483 -0.0035711480349856499 0.00086856913757395778 -0.0004727115335994576 0.002565427879008775 -0.00072599769422671662 -0.0036951964477507653 0.0031899853355763425 -0.0031505543403347776 -0.0031465580926325616 -0.0023974932507636144 -0.0026208918525071861 0.0038291145785238107 0.0027945296552364055 -0.0038185913481808527 -0.0036005354516616089 0.0011523652654699553 0.0021791341212658482 0.00069090302076474277 -0.0022829583981094572 -0.0018528650125928037 -0.0019884394603566554 0.0025746450222280696 0.0017249709177061283
leaf_weight=2.8762331474572482 6.7602188521996123 1.2476921109482635 4.3322736928239509 3.4675792679190627 21.172043616883457 1.9768662210553873 1.4339026566594828 2.4374190103262654 1.7424504887312648 3.2800994440913245 0.91941820830106724 1.8029835149645803 1.4787204107269776 1.773210797458886 1.8190907742828262 1.4664403805509341 1.4171912372112276 4.5827928660437021 3.6880453769117727 1.2823553159832952 1.8726844349876035 1.7673373110592363 4.9989132955670383 1.1308407634496687 1.8125727400183675 7.9023996917530877 1.6268301233649261 1.6899324655532826 8.0150585137307608 1.5475897863507269
leaf_count=86 240 67 128 18 1548 60 25 99 17 42 14 18 39 21 36 23 17 95 38 7 45 51 54 11 26 126 9 21 116 24
internal_value=0 -0.00165066 0.000439071 -0.00242603 -0.00276199 -4.34484e-05 -0.000274068 -0.000670504 -0.000479328 0.000119978 -0.00196652 0.002294 -0.000386281 -6.68262e-05 -0.000352356 -8.86788e-05 0.000240355 0.000561588 0.00201325 -0.000534805 -0.00123436 -0.000630484 0.000209826 -0.00110207 -0.00168226 -0.0017136 0.00086989 0.00121101 0.0016897 -0.000245603
internal_weight=0 61.8388 41.4824 34.5263 31.0587 32.9192 30.9424 27.3125 29.5085 19.8636 5.25169 8.5632 24.8751 21.9989 20.2256 18.7469 16.9278 15.4614 6.65283 8.80856 9.88663 8.01394 6.24661 7.52621 6.39537 9.64485 14.6119 12.9851 11.2952 2.96478
internal_count=3121 2305 816 1783 1765 558 498 522 473 330 142 258 423 337 316 277 241 218 79 139 217 172 121 132 121 143 188 179 158 41
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 52 0 0 47 15 1 48 160 50 0 1429 150 42 4 52 16 16 1 148 150 3 43 149 43 15 15 43 47 3
split_gain=16.8695 4.93897 4.22921 4.85751 4.12599 3.62094 3.55512 2.80862 3.02616 2.81598 2.68708 2.63747 2.65552 2.41179 2.5214 2.36557 1.90134 1.71855 1.71885 1.62673 1.60321 1.31084 1.24807 1.07663 0.931687 0.890216 1.25758 1.10731 0.836819 0.821606
threshold=0.094385000000000011 -0.38533999999999996 -0.060129999999999996 -0.10607499999999999 0.086785000000000015 0.035560000000000008 0.11146500000000002 0.12879500000000002 -0.26568499999999995 0.11843500000000001 -0.062294999999999996 0.084990000000000024 0.083095000000000016 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.22339500000000004 -0.53943499999999989 0.13436000000000001 -0.08224999999999999 0.087380000000000013 0.013900000000000001 0.084740000000000024 0.099660000000000012 -0.088909999999999989 -0.0058549999999999991 0.079055000000000014 0.084740000000000024 0.13082500000000002 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=2 28 3 11 5 7 -7 8 -3 19 17 12 25 14 15 -4 22 -6 29 -10 -14 -5 -16 -21 -18 -1 -27 -28 -2 -19
right_child=1 4 13 21 10 6 -8 -9 9 -11 -12 -13 20 -15 16 -17 24 18 -20 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0028409378633175481 -0.0029699026812404603 -0.0027796679883627371 -0.0032145704632071427 -0.0027725052424985254 0.0012955729774369071 -0.0026757083337556322 0.0013711734925585528 -0.0019337030791186994 -0.00065831701313492561 -0.0018370759428074186 0.0021454104747169311 0.0028783494464981957 0.0026159068625599483 -0.0026167206958643699 0.0023559288607085788 0.0012674542511832371 0.00088272385813542662 -0.0014675126787211767 0.0011439134010805942 0.0025708079065254012 -0.00065163731541856838 0.00070234273698815172 8.7594426686948281e-05 -0.00032125621332961001 -0.0025247571816779833 0.0010646051438661021 -0.0031055218746267777 0.00020497872669985464 -0.00046846272699600181 -0.0033493664324680214
leaf_weight=5.2201362196356058 3.6324093602597705 1.0931150764226938 3.0516737494617709 33.83084199950099 2.0780451893806449 3.4686538167297831 3.5434641055762768 1.6748820915818203 1.4519984964281452 1.4293442703783501 2.5044658184051505 1.4145992174744595 1.8153663538396347 3.5292168445885173 4.76240669749677 1.3812166452407835 1.0153717417269947 6.5392458681017143 1.6500373706221569 22.852044938132167 3.6509020980447531 0.89992397278547187 3.3268650751560926 1.0889160949736822 1.7904784493148334 1.4527228809893147 2.5563969165086751 1.1982598360627887 1.5367478989064691 2.6254896931350231
leaf_count=101 125 13 58 1671 21 79 41 10 16 19 31 11 13 77 39 11 14 90 19 426 37 6 20 14 29 12 64 15 13 26
internal_value=0 0.000422817 -0.0016518 -0.00206959 0.000686154 0.00120531 -0.00063068 0.00164038 0.00185482 0.0020437 -0.000547972 -0.000839787 -0.00117071 -0.000498859 -1.12288e-05 -0.00181804 0.000723909 -0.00107117 -0.00152594 0.00226214 0.000433525 -0.00268247 0.00142303 0.00243927 -0.00129167 -0.00201168 -0.00118039 -0.00204901 -0.00222625 -0.00200662
internal_weight=0 57.1689 70.8964 52.0391 51.9997 36.6024 7.01212 29.5903 27.9154 26.8223 15.3973 17.3084 15.8938 18.8572 15.328 4.43289 10.8951 12.8928 10.8148 25.393 5.46627 34.7308 8.08927 23.941 2.80585 10.4275 5.20738 3.75466 5.16916 9.16474
internal_count=3121 943 2178 1930 805 618 120 498 488 475 187 253 242 248 171 69 102 156 135 456 50 1677 59 440 43 192 91 79 138 116
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=1 4 457 151 0 31 2 3 11 133 1 48 3 159 1374 50 16 16 52 34 150 47 159 4 9 48 11 150 1429 15
split_gain=8.74896 3.5551 3.53038 3.51582 3.48134 2.94398 2.83202 2.64581 2.14068 1.9196 1.79453 1.74808 1.69485 1.68624 1.36635 1.34708 1.34345 1.33836 1.30521 1.29364 1.26146 1.2301 1.05971 1.04371 1.02842 1.02623 0.972502 0.894358 0.831908 1.68983
threshold=0.089770000000000016 0.27044500000000005 0.045365000000000009 -0.27559499999999998 -0.060129999999999996 -1.0000000180025095e-35 0.10855000000000002 0.013900000000000001 0.081365000000000007 0.10622000000000002 0.13075500000000004 -0.07175999999999999 -0.20241999999999996 -0.032739999999999991 -0.035729999999999991 0.11875500000000001 -0.16927999999999996 -0.16075999999999999 -0.12005499999999998 -0.11726499999999999 -0.045534999999999992 0.12282000000000001 0.092630000000000018 -0.49013999999999996 0.10750500000000002 0.12933000000000003 -1.0000000180025095e-35 0.081835000000000019 0.086095000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 10 12 11 13 16 -8 -1 -6 -4 19 -7 -13 -15 -5 -18 24 23 -20 -21 -19 -22 -16 -14 -30
right_child=1 3 14 15 9 6 8 -9 -10 -11 -12 17 28 18 27 -17 20 25 22 21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022960411934102817 0.0039608850839678977 -0.0033283859127082559 -0.00066516954075861992 -0.0013208285341153733 -0.0035127951583952583 -0.00059045194067470727 -0.0036749328238561913 -0.00056546608740493261 -0.0035509608169195582 -0.0034407096063981727 0.00077124395287564711 -0.0012044733278590595 -0.0031062571479934975 -0.001998244487666047 -1.6974085702089513e-05 -0.0014110491594832907 0.0018906440093628516 0.0032784814168710197 -0.00039051436815310577 0.0030105334127467132 0.0013926406553448234 -0.001142338731326903 -0.0013229309715593782 0.0020481293839390703 -4.2240224571167882e-06 0.00060631947877574758 -0.0031917062191772197 0.0033146821881139669 -0.0032476139895477023 0.0039047455652609754
leaf_weight=0.64880263619125145 1.2371071055531526 1.4781264029443288 1.8245373712852595 1.033385816961524 1.3228973876684893 3.8940854119136974 0.78000715374946494 6.8082859199494115 1.2829107157886017 1.9890729021280993 2.3583856597542754 1.6345889568328837 22.925589467398829 2.1170564554631683 1.0596484653651703 1.1978905759751786 0.57170919422060684 3.2731072790920743 2.6494514290243343 10.72551752347499 0.49780205637216823 0.93172144889831621 2.0114191342145213 5.6699920073151615 1.30595446191728 2.6972386706620455 10.919076440855852 3.8084437465295196 0.92121950164437294 0.53855057805776485
leaf_count=7 30 15 24 12 27 31 6 77 43 44 21 13 1567 54 19 14 16 66 24 269 8 12 29 57 18 40 422 75 77 4
internal_value=0 0.000170545 -0.000398708 0.00139419 -0.00172819 -0.000881126 -0.00109576 -0.00233845 0.000307757 -0.000495183 -0.00183962 0.000898148 -0.00282062 -6.97275e-05 0.0017022 0.0018536 -0.00222731 0.00136719 0.000296183 0.002133 -0.00275898 0.00240833 0.00076637 0.00127151 0.0026833 0.00207127 -0.00299182 0.00258947 -0.00295676 -0.000608906
internal_weight=0 52.5112 35.8386 16.6726 47.6023 29.146 27.9089 31.8424 9.66785 15.7599 18.2411 8.38494 25.0342 13.7708 6.69263 15.1945 15.8827 7.60493 12.4479 13.9966 11.9886 12.9632 10.3309 8.31944 12.0315 5.97035 11.4169 4.86809 24.3854 1.45977
internal_count=3121 1154 814 340 1967 696 666 1732 168 235 498 125 1655 191 118 325 477 119 164 311 446 299 110 81 287 106 430 94 1648 81
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 12 47 52 4 52 3 123 133 3 16 1 3 159 0 2 50 48 148 13 12 12 12 48 0 15 4 47 4 12
split_gain=26.4399 8.06347 6.00455 4.24449 3.72397 3.28698 3.25653 3.09462 2.85704 2.83076 2.7954 3.861 2.3058 2.05215 1.91767 1.95782 1.80392 1.82847 2.79229 1.73878 1.53563 2.08315 1.38621 1.33863 1.30171 1.25952 1.2153 1.1135 1.03597 0.708366
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.38533999999999996 0.40124500000000002 0.13796000000000003 0.10732000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10023499999999998 -0.061854999999999993 0.11588000000000001 -0.097604999999999983 -0.094234999999999985 -0.23001499999999997 0.079055000000000014 0.11564500000000001 0.12879500000000002 -0.080634999999999984 0.10820000000000002 0.09334000000000002 0.09141500000000001 0.12069000000000002 0.085130000000000025 -0.10836499999999999 -0.055554999999999993 -0.019614999999999997 0.085505000000000012 0.0061450000000000003 -0.095379999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 16 12 9 -9 19 11 -4 20 -7 23 -16 17 18 -5 -1 21 26 -20 -11 -13 -12 27 -3 -25 -10
right_child=2 4 10 5 -6 13 -8 8 29 14 25 24 -14 -15 15 -17 -18 -19 22 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0015428509362506939 -0.0020206931206072994 -0.0020983822623034543 -0.0010468072980592911 -0.00088536309274890395 0.001572047254118045 0.00077333367705745661 0.00014006531961895555 -0.0016008706390258952 0.00016324810431796077 0.00065592280713127043 -0.001987580416625093 0.00034426972112210324 -0.0018803409581353086 -0.0018997233030489712 -0.00028927739958485501 -0.0019962741405604714 -0.00083922855058413104 -1.3725507087727323e-05 0.0019025493236675981 -0.00053764867216002474 -0.0018722074894099716 0.00052354757700273007 0.00043438288717882398 -0.0017693268906826909 0.0021783766848630119 -0.0003125179307847351 -2.3193416806933189e-06 -1.9830888589209698e-05 -8.6698760651874498e-05 0.0015420612763359539
leaf_weight=2.7982883192598846 1.6691593471914519 4.6079934611916551 4.8209836110472697 1.5676661655306912 1.399064116179942 2.2176898419857025 3.827950954437255 1.7032985240221021 1.871555421501397 3.0830877609550971 4.3229713682085276 2.7639855965971956 49.232615752145648 1.9768467545509327 3.3718734979629508 8.896607141941784 1.3484311588108528 2.9119202978909007 21.432696495205168 3.0609507113695145 5.8231251649558535 3.6413046345114708 2.6272033751010886 2.6490002200007439 2.870822785422205 2.6258332338184109 2.1738575194031009 1.1776174344122408 2.6774646900594234 4.921887505799531
leaf_count=25 45 89 38 13 11 26 19 21 18 31 67 23 1731 17 36 141 14 23 342 19 125 32 27 19 31 25 24 11 22 56
internal_value=0 -0.0011441 0.000502122 0.000949471 -0.00150983 0.00109493 -0.001571 -0.000393676 0.000608306 -0.000714492 -0.000416799 0.000206455 -0.00166927 -0.000486454 -0.00104615 -0.00152712 0.00131687 0.00141874 0.0015815 0.000455968 -0.00107286 -0.000671622 0.00174223 -0.000344467 0.00127871 -0.0013546 -0.00121839 -0.00167531 -0.000923517 0.00116221
internal_weight=0 106.918 53.1562 35.7516 71.8835 34.0825 70.4845 35.034 8.49674 26.5373 17.4046 10.4558 66.6565 4.19454 20.678 12.2685 29.8879 28.5395 25.6276 5.85924 17.4239 11.6008 24.0599 8.40955 5.63481 6.9488 7.95947 5.78561 5.32646 6.79344
internal_count=3121 2430 691 507 2042 462 2031 388 95 293 184 92 2012 43 249 177 419 405 382 44 281 156 369 72 54 92 124 100 41 74
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 0 4 151 457 31 3 13 39 150 42 15 43 160 43 2 4 52 3 15 151 484 148 43 11 2 42 52 15 48
split_gain=8.05151 3.32924 3.25326 3.17151 3.16183 2.68201 2.67367 2.59889 2.12286 1.97294 1.82398 1.75373 1.7587 2.07563 1.79358 1.73439 1.6213 2.08998 1.55291 1.26248 1.24899 1.23434 1.22671 1.18306 1.03091 0.991602 0.897611 0.802244 1.57141 0.794426
threshold=0.089770000000000016 -0.060129999999999996 0.27044500000000005 -0.27559499999999998 0.045365000000000009 -1.0000000180025095e-35 0.013900000000000001 -0.15078499999999997 0.16946000000000003 -0.07848999999999999 0.092620000000000022 -0.053579999999999996 -0.074359999999999996 -1.0000000180025095e-35 -0.086304999999999979 0.10882500000000002 -0.49405499999999997 0.10347000000000002 -0.20241999999999996 -0.09095499999999998 0.056735000000000001 -1.0000000180025095e-35 -0.083019999999999983 -0.084794999999999995 -1.0000000180025095e-35 0.10097500000000002 0.12181500000000002 -0.077024999999999996 -0.0058549999999999991 0.12230500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 18 19 9 -9 16 12 13 -11 -15 -14 17 -3 -1 -7 -6 -5 -23 -18 -13 -25 -26 -8 -29 -24
right_child=2 10 3 21 20 7 27 8 -10 11 -12 24 15 14 -16 -17 23 -19 -20 -21 -22 22 29 25 26 -27 -28 28 -30 -31
leaf_value=0.002066490081655159 0.003865872325454107 -0.0035425482979343512 -0.0031872597790506278 -0.0014586462747364073 0.0023298564459678928 -0.0011135227127344295 0.00064238150222675424 0.0018741489358744074 0.0038096600319437865 -0.0025558955286711107 -0.0027604565796518548 0.0014199246553278301 -0.003488135701295443 -0.0011707162587468354 0.0036889951683586378 0.0001360828672473028 0.0022071742179784878 0.0015342758505141054 -0.0029013598323073611 0.0026411186764075888 -0.0010010235886365314 -0.0013563238202877802 0.002523257939816306 0.00095868225772481239 -0.0033246021208073327 -0.0017243125147435848 -0.00015663217205772338 -0.0035433363001171579 0.0005984470811417629 -0.00046655463924533184
leaf_weight=0.64654399454593914 1.163022219203415 2.3152791447937484 1.4124766252934957 1.0944030601531256 5.1266196528449646 1.3723159171640875 3.171580484136939 1.5122829154133928 0.7453707866370668 1.5475427703931925 2.8337824167683712 0.55446882173420498 3.5555143104866254 1.2047735769301651 2.0518026594072585 2.0988396573811769 3.4578846823424083 1.2469823025166986 23.063515557907525 2.5739420801401165 1.4415708258748052 0.99103397876024146 11.694174584932622 3.3718274086713791 8.9775952128693106 2.3270190078765154 0.99279309809207994 1.8828057367354634 1.782273657619952 0.96129046007990915
leaf_count=7 30 52 15 17 99 17 31 24 11 41 77 9 77 14 51 26 36 11 1648 48 19 14 283 23 331 36 17 28 18 11
internal_value=0 -0.00165742 0.000165048 0.0013382 -0.000377656 -0.000835563 -0.00226365 -0.00103668 -0.00143946 -0.00161339 -0.000466743 -0.00186473 -0.000947865 0.000458624 0.00189114 -0.00214286 4.42947e-05 -0.00176539 -0.00276589 0.00133544 0.0015988 0.00177183 0.00203091 0.000748319 -0.00277582 -0.000136869 -0.00300915 -0.000521812 -0.00152925 0.00229616
internal_weight=0 46.0995 51.0718 16.1534 34.9185 28.3503 30.5467 27.1872 23.241 22.4956 15.5528 20.9833 10.4585 4.80412 3.25658 5.65435 12.719 3.56226 23.7101 3.94626 6.56819 14.7409 13.6465 9.15673 10.5249 5.69885 9.97039 6.83666 3.66508 12.6555
internal_count=3121 1967 1154 340 814 696 1732 666 601 590 235 566 209 106 65 103 158 63 1655 65 118 325 308 95 357 59 348 77 46 294
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 52 0 52 0 47 12 50 1 14 49 3 4 457 1 4 150 12 4 2 457 124 159 50 16 48 51 12 43 131
split_gain=16.9146 5.12781 4.23526 4.20506 3.75264 3.56569 3.24339 2.97854 2.79104 2.20416 2.3267 2.09177 1.99378 1.99151 1.96039 1.89111 1.59758 1.94874 1.92648 1.58461 1.53901 1.51854 1.44279 3.03193 1.44098 1.08354 1.1898 2.15728 1.01663 1.01062
threshold=0.094385000000000011 -0.40306999999999998 0.051010000000000007 0.19022000000000003 -0.10607499999999999 0.083875000000000019 -0.040564999999999997 0.093975000000000017 0.13501500000000002 0.062655000000000016 0.082865000000000008 -0.12018999999999998 -0.49405499999999997 -0.0029299999999999994 0.077565000000000009 -0.16363499999999997 -1.0000000180025095e-35 0.092755000000000018 0.25615500000000008 0.12669500000000003 0.084650000000000017 -0.082254999999999981 -0.22563499999999997 0.10987000000000001 -0.007794999999999999 0.12474000000000002 -0.076794999999999988 0.11201500000000002 -0.51144999999999985 0.09901500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 15 16 10 13 -6 -4 -1 -15 -8 -7 18 -18 25 -16 -13 23 -5 -14 26 -17 -28 -23 -2
right_child=1 3 12 22 11 8 7 -9 -10 -11 -12 21 24 14 20 19 17 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001811821019382393 -0.0023030818511092449 0.0022055414041035537 -0.0012779652233732583 0.0014488535890946079 -0.00025725228187188062 -0.0022878866693026544 -0.0014641668980551021 -0.0017678979955565702 0.001882829631617402 -0.0023160625063650894 -0.0023035501799804126 0.00028889183127529491 -0.00069819415995024203 -0.00095149502270541178 0.001933760293452724 -0.00050066143844253836 -0.00052628313059773857 -0.0017130539747420306 0.0018677091986438697 0.0023244524557763015 -0.00016406775149087154 -2.9215705570311623e-05 -0.0022641813912833647 -0.0023389324024783802 0.0014101384897825173 -0.00082884021473247872 0.001735712962409087 -0.00061568683122233928 -0.0021063504626643464 0.00048821353269827659
leaf_weight=2.1195948161184779 3.9433817081153384 9.3479947689920646 3.6895059198141098 2.2153428010642529 3.6719853896647683 2.189809162169694 1.4325069449841965 2.1014858353883019 2.5509909335523835 3.0193096529692403 2.249233851209282 1.3550069984048594 2.296055817976594 3.0394036397337931 4.3112613186240196 2.0958680026233205 4.0155753884464485 2.910094091668725 2.6016873940825462 4.0381391607224932 2.6534189879894257 1.140304984524845 2.8524597492068997 1.7982320338487623 4.5199387203901988 1.707178846001624 9.3240638319402986 2.2808436192572126 37.581926476210356 0.72055274434387673
leaf_count=33 123 240 36 33 55 21 16 46 29 75 57 22 18 39 30 20 41 45 22 77 19 17 32 36 38 11 123 18 1739 10
internal_value=0 0.000307528 -0.00126588 0.000497651 -0.0014843 0.000730966 0.00112925 0.000691431 -0.000171447 -0.000632744 -0.000279131 -0.00182283 5.29118e-06 9.64478e-05 0.000500758 0.000938968 -0.000618692 -0.000235037 0.000414955 0.001116 0.00113453 -0.00196627 -0.00108574 -0.000248217 0.000699919 0.000799283 0.00100215 0.00127357 -0.00204518 -0.00187184
internal_weight=0 58.1262 71.6469 53.4623 61.1414 46.5962 32.3281 22.9801 14.2682 17.3922 14.3729 43.7492 10.5055 12.1237 10.0041 20.8786 11.7172 9.52736 6.61726 19.4461 6.96468 40.0772 6.86603 4.01357 6.81599 15.408 13.7008 11.6049 38.7222 4.66393
internal_count=3121 943 2178 810 2086 709 551 311 158 253 178 1833 92 121 88 265 129 108 63 249 49 1778 101 69 56 172 161 141 1756 133
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 123 50 3 16 1 3 0 14 48 128 42 47 49 4 51 148 1 15 2 0 52 47 374 159 2
split_gain=25.0506 8.29021 5.6126 4.23344 3.70801 3.49641 3.35524 2.87726 2.48205 3.73955 2.40584 2.32642 2.22259 2.37303 2.123 2.01556 1.94109 1.8072 1.59916 2.63768 1.30368 1.2939 1.26113 1.21231 1.20428 1.15574 0.848995 0.67894 0.524108 0.514088
threshold=0.104035 0.083370000000000014 0.085770000000000027 -0.38533999999999996 -0.15078499999999997 1.0000000180025095e-35 0.11843500000000001 -0.12018999999999998 -0.061854999999999993 0.11588000000000001 -0.097604999999999983 -0.13027499999999997 0.077685000000000018 0.12879500000000002 0.086435000000000012 0.075730000000000006 0.077555000000000013 -0.080859999999999987 0.0061450000000000003 0.087505000000000013 -0.07990499999999999 0.09253500000000002 -0.055554999999999993 -1.0000000180025095e-35 -0.14226499999999997 0.26391000000000003 0.085270000000000026 1.0000000180025095e-35 -0.48366999999999993 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 5 3 -2 29 7 12 15 9 -4 17 16 13 14 20 -1 18 -6 19 -9 -5 -7 -10 -13 -11 -22 -19 -23 -12 -3
right_child=2 4 8 6 10 21 -8 11 22 24 28 23 -14 -15 -16 -17 -18 26 -20 -21 25 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010995286624029185 -0.0020721021465117131 -0.00073715475170117034 -0.0010583009931410705 -0.0001601886732931206 0.00055699603787042232 -0.00016108909810987624 -0.0014484075711528189 0.00023936630226070144 -0.0019308381785887723 -9.3323985530652245e-05 -0.0006226919895441443 -0.0003277107776747365 -0.0010683174049674134 -0.00025029740901912794 -0.0009301768698383885 -0.0009347132065046569 -0.0021961678481115586 -0.0015072389065711909 0.001028690809430267 -0.0022576530600973109 0.0019109645907024013 0.001967864285250644 -0.00021784193761456976 -0.0021073781117683828 0.0018987638449355063 0.00031418036570713353 0.00011308292416976564 0.00037892302407145466 -0.001962081957202079 0.00039688262711900228
leaf_weight=4.7201486900448826 1.6473674755543459 2.7489489503204814 4.6631127595901507 1.3699950017035138 2.3364188596606246 3.4269870445132247 1.8164432235062111 4.4321405068039912 4.3201636429876089 1.6311831623315818 1.1341821495443571 1.7704858444631115 1.4660266712307919 3.0220452807843676 1.2292744144797314 3.0224454496055841 2.1189922466874114 10.362732106819747 3.0443055890500546 2.504770252853632 22.567622892558578 2.9708203263580799 2.6069940142333499 7.9499438479542697 3.8757181428372851 1.8557788915932167 1.3870599418878544 1.5470813065767286 43.260496255010366 3.3613768443465233
leaf_count=33 45 27 38 13 19 34 21 36 67 14 34 23 10 24 12 40 27 201 24 24 367 48 25 166 40 15 17 13 1644 20
internal_value=0 -0.00113267 0.000525073 0.000971536 -0.00155501 -0.000405368 0.00112198 -0.000713215 -0.000388227 0.000223389 -0.00170565 -0.00107466 0.00127015 0.00138426 0.00156706 0.00030543 -0.000505447 -0.0010053 -0.00014651 -0.000662254 0.00168607 0.000740142 -0.00128616 -0.00178323 0.00130869 0.00178964 -0.00131596 0.00142376 -0.00192786 -0.000113305
internal_weight=0 102.099 52.0717 34.9746 64.5912 37.5081 33.3272 29.5632 17.0972 10.17 58.4809 21.8206 31.5107 30.0447 27.0227 7.74259 12.1002 14.0862 9.98122 6.93691 25.7934 7.94489 6.92716 9.72043 5.5069 24.4234 11.7498 4.5179 44.3947 6.11033
internal_count=3121 2430 691 507 1962 468 462 373 184 92 1915 300 441 431 407 73 111 237 84 60 395 95 92 189 54 382 218 61 1678 47
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=1 52 47 0 15 0 1 0 50 14 1 0 3 4 52 3 159 150 1 124 448 16 16 48 160 43 4 48 12 51
split_gain=21.41 6.5714 5.91466 4.56631 4.2018 4.03139 3.94381 3.50604 3.36355 2.62601 2.83538 2.35846 2.23131 2.18936 2.08515 2.03991 1.98086 2.20145 2.05722 1.65189 1.64519 1.56729 1.16497 1.09855 1.07811 1.07687 0.903572 0.814599 0.970937 0.848667
threshold=0.094385000000000011 -0.26636999999999994 0.086785000000000015 0.051010000000000007 0.035560000000000008 -0.10607499999999999 0.11146500000000002 -0.062294999999999996 0.11843500000000001 0.062655000000000016 1.0000000180025095e-35 -0.14920999999999998 -0.12018999999999998 -0.49405499999999997 0.13796000000000003 0.11296500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 -0.082254999999999981 -0.070064999999999975 -0.007794999999999999 -0.18708499999999997 0.086260000000000017 -0.080719999999999986 -0.51144999999999985 0.09173000000000002 0.12474000000000002 0.12477500000000001 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -6 16 14 10 15 23 24 -5 20 -1 -4 -18 22 -14 -3 -15 -19 -12 -7 -21 -2 28 29 -22
right_child=1 2 7 13 6 12 -8 -9 -10 -11 11 -13 19 21 -16 -17 17 18 -20 25 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023575208361822776 -0.0022556618554291107 -0.00019837124321508401 -0.0024352200673005832 -0.0013673617106653086 -0.0020897850744513351 0.0010020602933362508 0.0011526153373872324 0.0018854356214592525 -0.0015152901097605382 -0.0023882700549944518 0.00045816516413313955 0.0021434334181559406 0.00021848925596979491 -0.00075689707232739307 -0.00010994853263829569 0.00097761328331207238 -0.0023971092575626224 0.00013438759239238482 0.0017463703394712772 -7.5368938753226359e-05 0.00092973782046850545 0.0014346762870749035 -0.0017554230435589872 -0.0012615586081175477 -0.001302299580407409 -0.0021585502954924491 -0.00042341265849867634 0.00021825405943929572 0.00016997781815614817 0.0022485716873504929
leaf_weight=4.0166413690894869 4.6389664113521567 1.9372843988239825 3.1902281977236298 3.8177974596619606 3.5990656781941643 1.7262771502137182 3.6693183146417141 2.5698531195521346 1.8170488122850645 3.5713837426155797 4.3246798515319824 2.7063913531601411 1.5397371128201474 2.3779074791818857 3.2276282478123894 1.1404654905200002 2.2930436879396447 3.9509541131556025 2.4347406104207039 1.2364342100918282 2.6676778476685383 4.7130823321640474 2.6326563451439116 3.0807153359055519 2.2850409001111975 43.020680455490947 1.8131247982382772 1.3183509856462468 1.3373561203479756 20.709935132414103
leaf_count=90 132 21 52 36 77 19 41 30 22 75 37 20 22 18 31 6 20 27 22 17 41 38 35 25 36 1739 13 8 17 354
internal_value=0 0.000364977 0.00060186 -0.00134634 0.00106193 -0.00155652 -0.000452915 -0.000483778 0.00139543 -0.00068937 -0.000291999 0.000385282 -0.00188453 -2.36868e-05 0.00156496 -0.00161997 -0.000903629 -0.000471665 1.79071e-05 -0.00202239 0.00175823 0.000699749 -0.000621311 -0.000257256 -0.000310615 -0.00210035 -0.00174078 0.00190383 0.00199374 0.00209808
internal_weight=0 63.8072 57.3551 79.5572 40.2837 68.6484 7.26838 17.0715 33.0153 18.8403 15.2689 10.1118 49.8082 10.9088 31.1982 5.15711 14.5016 11.3114 9.01835 45.7969 27.9706 7.09099 6.58361 7.4054 4.01132 44.2571 6.45209 26.0333 24.715 23.3776
internal_count=3121 943 798 2178 612 2086 118 186 494 253 178 82 1833 92 472 96 156 104 84 1778 441 56 62 62 55 1756 145 420 412 395
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 52 0 0 52 47 12 50 1 14 49 42 4 52 2 3 457 1 4 2 457 150 16 3 43 16 159 50 48 2
split_gain=15.0894 4.66981 4.02319 4.75177 3.92727 3.23332 2.94529 2.60392 2.5015 2.24389 2.47221 2.12066 2.48617 2.01888 1.91401 3.61106 1.90874 1.83459 1.71905 1.50843 1.47643 1.39139 1.78219 1.27977 1.21901 1.16665 1.07356 2.45222 1.07043 1.17264
threshold=0.094385000000000011 -0.38533999999999996 -0.060129999999999996 -0.10607499999999999 0.19022000000000003 0.083875000000000019 -0.040564999999999997 0.096120000000000025 0.13501500000000002 0.062655000000000016 0.082865000000000008 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.10527500000000002 -0.116045 -0.0029299999999999994 0.077565000000000009 -0.16363499999999997 0.12669500000000003 0.084650000000000017 -1.0000000180025095e-35 -0.5224049999999999 0.013900000000000001 -0.023869999999999995 -0.061854999999999993 -0.22563499999999997 0.10987000000000001 0.12474000000000002 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 -2 3 9 5 6 -3 18 21 10 16 12 13 -4 -14 -16 -1 -18 -8 28 -19 -7 -23 -5 25 -24 27 -6 29 -20
right_child=1 4 11 23 26 8 7 -9 -10 -11 -12 -13 14 -15 15 -17 17 20 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021946759316053199 -0.0021147524840335339 0.002727361608447082 -0.0030273411465492166 -0.0026235606979498837 0.0014986377078469049 -0.0027242851261967786 -0.001744608411050109 -0.0022054251930681066 0.002516343548701885 -0.0029110373135326699 -0.0028886037202748528 -0.0023914413011952248 0.0014366282281505736 0.00088866434409365532 0.0029168333643659955 -0.0030670046508216977 -0.0011207669840274284 0.0024461035675764353 0.00084177571366269752 0.0028815027753657384 -0.00015553051557867738 0.0016479350063515151 0.0015217614878198051 0.00061711945656146329 -0.0021971898025125247 -0.0016401735161547149 -0.0026502621405068076 -0.0028981565889349154 -0.0010189030359568066 0.0028966384403521944
leaf_weight=2.0260812733322373 5.0182369817048302 8.6626616939902323 2.9266602545976648 31.7693459559232 2.1251064613461499 2.0353407301008692 1.3928923346102262 1.845054555684327 2.0883652735501519 2.9424111656844607 2.2779239583760491 3.3699354119598857 7.4372281022369862 1.4301895275712011 1.1131583079695704 2.171744866296649 2.8666565064340848 4.1920276470482349 10.425201054662471 3.8116614259779444 2.5662675648927689 2.5820797123014909 1.9176110941916689 0.91486586630344291 3.2002916075289267 1.531718337908387 2.6933095324784508 1.6400575693696735 1.7341003417968739 2.5156124047935
leaf_count=33 138 240 58 1671 33 21 16 40 27 75 57 77 51 11 8 43 39 30 115 78 19 21 20 6 38 29 32 36 11 48
internal_value=0 0.000369921 -0.00153095 -0.00193185 0.000618296 0.000908622 0.00139552 0.000864449 -0.000199207 -0.000767569 -0.000314773 -0.000454084 -2.1113e-05 -0.00174186 0.0006781 -0.00103926 0.000188443 0.000690097 0.00114937 0.00136742 0.00145821 -0.000702539 -0.000256798 -0.00253285 -0.000996415 0.000117664 -0.00134805 -0.00041655 0.000974154 0.00124123
internal_weight=0 55.2193 68.0045 49.5556 50.2011 43.7426 30.3872 21.7245 13.3554 16.8714 13.929 18.4489 15.079 4.35685 10.7221 3.2849 11.651 9.62495 19.8795 18.4866 6.7583 11.267 9.2317 32.6842 6.64962 3.44933 6.45847 3.76516 14.6749 12.9408
internal_count=3121 943 2178 1930 805 704 548 308 156 253 178 248 171 69 102 51 121 88 268 252 49 129 108 1677 87 49 101 69 174 163
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=12 4 13 0 133 14 132 132 52 52 0 52 47 457 2 2 2 0 12 1 0 1 3 1 2 52 0 1 0 43
split_gain=8.86801 4.65107 3.28736 2.45292 2.41372 2.63078 2.36362 1.92887 1.71684 1.64568 1.66927 1.63445 1.73946 1.51417 1.47123 1.43151 1.57398 1.33713 1.26735 1.57721 2.18474 1.20647 1.18136 1.07732 1.05245 1.05016 1.04524 1.25512 1.03376 0.982678
threshold=0.079890000000000017 0.181285 -0.004174999999999999 -0.060129999999999996 -1.0000000180025095e-35 0.057600000000000005 0.087955000000000019 0.082230000000000011 0.13796000000000003 -0.43320999999999993 -0.053834999999999994 -0.085984999999999992 0.092710000000000015 0.080930000000000016 0.091265000000000013 0.097220000000000015 0.10327000000000001 -0.26343999999999995 0.084100000000000022 0.083345000000000016 -0.084044999999999995 0.10612500000000001 -0.12711499999999995 0.086105000000000015 0.11293500000000002 0.091275000000000009 -0.18901999999999997 0.077845000000000011 -0.15350499999999997 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 3 4 13 7 26 11 -1 -3 -5 -11 21 17 18 -15 22 -17 -13 19 20 -2 -4 -12 28 -18 -14 -6 -28 -19 -26
right_child=1 8 6 9 5 -7 -8 -9 -10 10 15 12 25 14 -16 16 24 23 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0024998411931903856 -0.0031463664575128573 0.00076361802305978355 -0.0031119314978684475 -0.0031468062166696382 -0.00090682631122481416 -0.003278630708787172 0.0030816912876920773 0.002789929065826909 -0.0025659349077274706 0.0026880926745281824 -0.00019500615293960343 0.003522784786079548 -0.0028206710785892912 -0.0022131581033223162 0.0024930526564722146 0.0022837074783783446 -0.0036312567345441215 -0.0033003814268172463 -0.0029442137831796346 0.0031047540827364543 0.0045558770010543717 -0.00020066137478207775 -0.0033890190504524916 0.00054453825709950923 -0.0013913791007163017 0.00010608984821206472 2.3580520271432345e-05 0.0028921436228057907 -0.00027067482128450779 0.0034334590013851756
leaf_weight=2.2729986123740704 2.2933172117918739 9.1397556848824006 3.4135798299685183 2.4256045287474981 0.8897502180188902 0.83918771799653846 1.7793905269354571 0.87694843485951413 1.6835405649617303 1.4108196115121234 1.7844283431768415 1.08405346609653 3.1430809609591952 1.4404880749061697 1.0574038382619617 2.073673240840435 1.0316060893237593 1.4246343374252317 22.972385757602751 0.69650271721184243 0.39652154874056833 2.1172364111989737 2.6295381486415881 12.270056691020725 1.1509222975000737 1.753207294270396 1.6229840964078857 10.201611615717409 3.7690048459917298 0.58421647455543269
leaf_count=59 133 126 86 114 12 10 25 25 34 20 18 20 39 66 17 14 11 25 1596 9 25 29 33 139 54 21 18 296 40 7
internal_value=0 -0.0015251 0.000279906 -0.001982 0.00136193 0.00191718 -0.000307774 -0.00102716 0.000245713 -0.000894205 -0.000381893 -0.000515926 -0.000166405 -0.00247548 -0.000220932 -0.000849908 0.000288023 0.000257626 -0.00268914 -0.000958747 -0.00201094 -0.00199748 -0.00209778 5.49428e-05 -0.00120774 -0.00177269 0.00226012 0.00249842 -0.00110173 0.000233131
internal_weight=0 52.7707 47.4577 41.9474 16.7035 13.5535 30.7542 3.14995 10.8233 13.0908 10.6652 28.9749 23.444 28.8566 2.49789 9.25438 4.84042 18.5477 26.3587 3.38634 2.68984 5.53082 4.41397 17.4637 2.76674 4.89629 12.7143 11.8246 5.19364 1.73514
internal_count=3121 2277 844 2117 420 336 424 84 160 271 157 399 284 1846 83 137 86 224 1763 167 158 115 51 204 72 60 326 314 65 61
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 15 484 4 150 1 15 150 9 157 133 52 13 4 12 4 4 2 48 13 160 16 52 16 151 13 12 4 4 13
split_gain=8.06431 2.94126 3.26707 2.75628 2.55399 2.54291 2.43154 3.75124 2.41818 1.99356 1.97429 1.82481 1.67278 2.38993 1.98764 1.63382 1.39178 1.336 1.81839 1.52777 1.2681 1.20942 1.51498 1.66974 1.79155 1.43777 1.05241 1.03431 2.43194 1.00909
threshold=0.094385000000000011 0.084050000000000014 -0.0068949999999999992 0.51303500000000013 0.080470000000000014 0.12337000000000002 -0.043924999999999992 0.083095000000000016 -1.0000000180025095e-35 -0.083944999999999978 0.10622000000000002 0.11434500000000002 -0.084034999999999985 -0.080364999999999978 0.082095000000000015 0.25615500000000008 0.058735000000000009 0.090790000000000023 -0.064549999999999982 0.0027400000000000007 -0.081969999999999987 0.071345000000000006 -0.012859999999999998 -0.13088499999999997 -0.0096649999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0061450000000000003 -0.0016099999999999997 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -2 -8 11 12 13 -11 -14 16 -7 18 -6 26 -16 22 25 24 -24 -10 -20 28 -9 -26
right_child=3 -3 6 -5 17 15 9 27 21 10 -12 -13 14 -15 20 -17 -18 -19 19 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0032808229527616578 0.0040499247358244724 -0.0027668556629218237 -0.0030670015127552798 0.0029604128278627189 0.0031983033186765526 0.0015117612268302338 -0.003351238239265533 0.0017785265844186267 0.0026601570007957248 0.0044790016925665595 -0.0031455376666629253 -0.0023618398460165382 0.00125588901787181 6.8672006225183139e-05 0.0017633178682959594 0.0027526884409251251 -0.001319830987377856 0.0021022739554491048 0.0031865014727394834 -0.0045035177707425213 -0.002654631266348695 -0.0030053131412097053 -0.0032699794604702822 -0.003120779481662006 -0.00155271834708938 -0.0011747808720697344 -0.0024823543311600581 0.0023212555809681941 -0.0033882317606924715 0.001105649585350229
leaf_weight=5.4829287650063625 0.86852100118995323 13.048016247339545 7.9566858634352631 3.5264643318951121 1.027920261025429 3.2333600055426341 1.5770765058696259 1.8891395814716816 1.9601875022053721 2.6126019712537527 1.4822985781356681 1.7953695338219393 6.5449213003739768 2.1831072438508334 0.81721943989396395 3.1582327336072922 3.4978295732289553 7.5750250015407801 0.67860944848507665 1.0708664394915102 2.7286423956975314 3.1916544474661341 1.9066676348447797 3.8946951692923859 2.1146115288138385 1.8294818028807665 0.59485949762165369 1.6960945054888723 1.6536962110549212 3.9901430103927873
leaf_count=296 18 935 450 121 17 44 77 19 48 24 31 33 78 48 15 80 37 151 33 8 120 150 21 118 19 23 10 15 37 45
internal_value=0 -0.00149062 -0.00105719 0.000322086 9.28826e-05 -0.000381344 -0.000687028 -0.00172097 -0.00102603 4.09192e-06 0.000295414 0.000601166 0.000958516 0.00247133 0.000239543 0.00090654 4.03383e-05 0.0013771 -0.000251857 -0.00176465 -0.00163642 -0.00125945 -0.000904432 -0.00144975 -0.000637397 0.000808822 0.00053848 0.000323319 -0.000633171 0.000184824
internal_weight=0 51.4678 38.4198 44.1191 40.5927 29.6454 32.9369 13.1956 19.756 19.7412 18.1642 16.6819 14.8865 4.79571 10.0908 9.88942 6.73119 10.9473 3.37226 2.34434 3.54586 18.8874 15.6958 11.9061 8.01142 3.78967 1.27347 5.23893 3.54284 6.10475
internal_count=3121 2178 1243 943 822 603 947 521 442 426 349 318 285 72 213 161 81 219 68 51 135 424 274 203 85 71 43 71 56 64
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=1 15 484 52 1446 2 124 15 457 38 133 151 157 133 483 43 15 52 42 1348 13 52 4 4 1 151 403 15 0 1
split_gain=7.01511 2.69369 3.03783 2.52029 2.58669 2.19747 2.34974 2.15689 3.49713 1.93206 1.88756 1.83947 1.77932 1.68149 1.66383 1.70915 1.55737 1.53521 1.52905 1.45611 1.31101 1.30498 2.66329 1.29249 1.44542 1.21288 1.18557 1.63986 1.16933 1.14385
threshold=0.094385000000000011 0.084050000000000014 -0.0068949999999999992 -0.43320999999999993 0.091555000000000011 0.14753000000000002 -0.043384999999999993 -0.043924999999999992 0.082380000000000009 0.082490000000000022 -0.25159999999999993 -0.27559499999999998 -0.083944999999999978 0.10622000000000002 0.096950000000000022 -0.40263499999999991 -0.074054999999999996 0.11434500000000002 -0.095284999999999995 0.089175000000000018 -0.28558999999999996 0.10347000000000002 -0.49405499999999997 -0.15289999999999995 0.077845000000000011 0.22564000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.099059999999999995 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=1 2 -1 -2 5 6 9 8 -4 -5 -8 -12 -9 17 15 -13 29 18 -14 -18 -3 22 -20 -24 26 -22 -25 -28 -26 -17
right_child=3 20 7 4 -6 -7 10 12 -10 -11 11 14 13 -15 -16 16 19 -19 21 -21 25 -23 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.0033869998709383929 -0.0033003773633642399 0.0033849140256349153 -0.0028389075446548194 0.0029584772571474099 -0.0035059331793523066 0.0029814704842143621 -0.0035695889059345555 -0.0034536323937007524 0.0009270284636417515 -0.0028305357713679985 -0.0034307551801376506 -0.0034316623765669983 -0.003304166471028624 -0.0031055151512209144 -0.0031440595472028935 0.00063502636440853993 -0.00052786871328447762 -0.0023195931384353305 -0.0035832892311198471 0.003282044507786323 -0.0031374789918839569 0.0041787681991751289 0.0028037682867678403 -0.0036200662583118601 0.0034773234163509616 0.0041810843951908157 -0.0033506734741993761 0.0020883187475752379 -0.00050578332421200218 0.0025587063042072939
leaf_weight=4.9827246181666842 1.9167057182639826 0.34606955572962661 8.7013061325997096 5.1060867765918365 1.6217377586290229 3.8064771546050897 1.4439017511904264 1.4355886988341797 3.6415121005848041 0.68015206791460503 1.3699765540659488 1.0541346538811982 0.84428481664509014 1.4054437186568964 1.30762987025082 6.9524729624390673 9.8644913034513468 1.7107779309153546 1.2713117366656685 1.168020078912378 11.479719332419332 1.3526078984141356 4.0382613241672543 1.1287163393571966 2.1577429976314311 0.2406936567276724 0.85252190474420819 1.786376687698066 1.1907822052016852 5.990985763259232
leaf_count=296 119 3 479 170 29 109 26 77 42 7 17 14 34 31 33 89 176 33 30 22 930 7 35 42 20 2 47 29 41 132
internal_value=0 -0.00148282 -0.00104591 0.000314691 0.000486346 0.000653452 0.000399815 -0.00067579 -0.00172784 0.002278 2.70182e-05 0.000214444 1.42812e-06 0.000281043 0.000404052 0.000589413 0.000766205 0.000572448 0.000910803 -0.00012451 -0.00280443 0.00116908 0.00084146 0.00134577 0.00051838 -0.00298718 -0.000852536 0.000331199 0.00206088 0.00152542
internal_weight=0 48.5664 36.5 42.2828 40.3661 38.7443 34.9379 31.5172 12.3428 5.78624 29.1516 27.7077 19.1744 17.7388 26.3377 25.0301 23.976 16.3334 14.6226 11.0325 12.0665 13.7783 12.4257 11.1544 7.11614 11.7204 3.76761 2.6389 3.34853 12.9435
internal_count=3121 2178 1243 943 824 795 686 947 521 177 509 483 426 349 466 433 419 318 285 198 935 251 244 214 179 932 118 76 61 221
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=1 4 3 4 31 2 457 16 3 1 4 43 16 1 15 47 474 12 160 1 43 12 15 43 16 51 42 151 151 0
split_gain=6.18614 2.50346 2.52609 2.39633 2.1153 2.34999 2.13882 1.97963 1.60668 1.64613 1.51817 2.28956 1.42088 1.19445 1.56068 1.92832 1.57607 1.36331 1.34661 1.09728 1.09651 0.963715 1.75213 3.36572 0.828575 1.15184 0.821627 0.801262 0.784155 0.696483
threshold=0.091615000000000016 -0.15764999999999998 0.090900000000000009 0.51303500000000013 -1.0000000180025095e-35 0.13754500000000003 0.045365000000000009 -0.54165499999999989 -0.097604999999999983 0.083135000000000014 -0.49405499999999997 -0.52440999999999993 0.0057500000000000008 0.11588000000000001 1.0000000180025095e-35 0.09055500000000001 -1.0000000180025095e-35 0.091200000000000017 -0.098904999999999979 0.11212500000000002 -0.032879999999999993 0.084100000000000022 -1.0000000180025095e-35 -0.084004999999999982 -0.069144999999999984 0.13095500000000002 0.090310000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -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=1 10 8 4 -2 6 7 -6 9 12 11 -1 -3 14 15 16 -9 18 -18 -8 -20 22 -10 -24 -7 -26 -17 -4 -22 -25
right_child=3 2 27 -5 5 24 19 13 21 -11 -12 -13 -14 -15 -16 26 17 -19 20 -21 28 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.0027034957846184819 0.0043381720916925003 -0.0041934083386696332 0.0019975889361237981 0.0035348480337484599 0.0028054957924112853 0.0036746776595569463 0.0026058802925819709 -0.0055911772917420473 -0.0035337773370373144 0.0019402371270865052 0.001037225706430189 -0.0035706145314354306 5.153694164499317e-05 -8.0629297649478785e-05 -0.004224663209814415 -0.0043639121250099965 -0.0028637793447315102 -0.0023187384188487242 0.0046516277860529105 -0.00091650976943749693 -0.0019978584232137287 -0.0038415225308287542 0.0089283730377002091 0.00045986977518335757 0.003304573600060911 -0.0019820837911230836 -0.0010292080751317699 -0.0011003329890706087 0.0019202174507449361 -0.0038951174136035919
leaf_weight=1.1456525139510629 1.5867877667769779 2.5421882299706331 2.1100210584700108 3.0436927918344727 1.8852359578013409 2.7555589945986867 4.2254249369725576 0.7303661257028623 4.6521924380213022 1.8615593956783412 6.3051972147077304 3.1395192621275783 2.0600200481712818 8.6737380083650333 3.1540540941059581 3.1269335253164163 1.0076211011037255 2.2265000706538558 1.5159314479678894 1.8285851282998917 1.0313275158405342 13.545257331803439 0.52706505171954665 1.0225721728056674 1.1688666529953473 1.2108473647385833 1.6179622272029517 2.8086039032787076 2.5843041874468273 1.1000668304041086
leaf_count=8 56 122 17 121 28 77 88 39 185 35 66 70 37 149 152 60 17 61 38 27 15 1405 11 13 27 17 34 30 46 70
internal_value=0 -0.00175091 -0.00227744 0.000284545 3.92462e-05 -0.000136823 -0.00050254 -0.000951746 -0.00272878 -0.00107405 -0.000148515 -0.00189321 -0.0022933 -0.0012277 -0.00181312 -0.00126359 -0.000239483 0.000227746 0.00115128 0.00154196 0.00193967 -0.00324183 -0.00212939 0.000336337 0.00225663 0.000614614 -0.00322681 0.000228632 0.00080262 -0.00179712
internal_weight=0 42.8199 32.2295 43.3737 40.33 38.7433 33.608 27.554 27.3109 6.46377 10.5904 4.28517 4.60221 25.6687 16.995 13.8409 9.09605 8.36568 6.13918 6.05401 5.13156 20.8472 7.3019 2.6497 5.13527 2.37971 4.7449 4.91862 3.61563 2.12264
internal_count=3121 2069 1925 1052 931 875 754 639 1878 194 144 78 159 611 462 310 216 177 116 115 99 1684 279 94 121 44 94 47 61 83
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 0 3 4 151 457 31 13 39 150 42 3 1 16 484 1374 160 50 34 47 9 14 42 43 43 43 43 13 3 3
split_gain=5.35823 2.53898 2.42387 2.29142 2.51432 2.14518 1.92132 1.86548 2.18387 2.10147 1.39284 1.37151 1.28163 1.26533 1.26196 1.2423 1.13679 1.09116 1.13721 1.24193 1.03982 0.929524 0.928116 1.85165 1.79844 0.876361 0.874561 1.6644 1.59619 2.30506
threshold=0.089770000000000016 -0.060129999999999996 0.086245000000000016 0.27044500000000005 -0.27559499999999998 0.045365000000000009 -1.0000000180025095e-35 -0.084154999999999994 0.16946000000000003 -0.07848999999999999 0.092620000000000022 -0.20241999999999996 0.10508500000000001 -0.36241499999999999 -1.0000000180025095e-35 -0.035729999999999991 -0.080409999999999995 0.11875500000000001 -0.11726499999999999 0.12794000000000003 0.10750500000000002 -0.073394999999999974 -1.0000000180025095e-35 -0.083684999999999996 0.070450000000000013 1.0000000180025095e-35 -0.074359999999999996 0.25761500000000009 -0.074479999999999977 -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=1 2 11 5 -5 6 -2 13 9 -9 14 -1 -11 -8 -3 -7 -15 18 -6 20 -20 -14 -16 -24 -25 -18 27 28 29 -23
right_child=3 10 -4 4 17 15 7 8 -10 12 -12 -13 21 16 22 -17 25 -19 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019943131333078085 0.0033965175181708174 -0.0030665825285694647 -2.1854727324388306e-05 -0.0028163699493303266 -0.001201708244293865 -0.00075245107452051282 -0.0018567100628894767 0.0020000968105588499 0.0034652764197101085 -0.0029199924234608685 -0.002307024555610747 -0.0024430251383925198 0.0014409766566996557 -0.0012558544108030156 -0.0013059248306417125 0.002113329937893801 0.0026352085415119759 -0.0012928929764537769 0.0026026449014465223 -0.0015554265705434072 -0.00024567090379758877 0.0041265132237186244 0.0026677385986708098 -0.0024772952429680073 0.0010084806046155167 -0.00029349843239748121 -0.0023605918824185102 -0.0034688028512711998 0.0039470045994579412 -0.0032020323316991461
leaf_weight=0.58613261580467479 0.91761784534901991 0.9460291089490046 4.6910807471722356 1.216271650046109 0.98784012347459338 1.7584133772179482 1.544493995606899 1.2462937273085231 0.73836385272443372 5.7171680624596624 2.392149052117019 18.883843550924215 0.97802832350134838 1.2987870778888462 2.1202639294788233 4.1438677636906496 2.9574864320457044 1.0611479207873333 8.8391311941668373 0.74589506536722261 1.1864493787288672 0.51496589928865466 2.8674933053553078 1.8279629256576306 3.5617351233959198 1.1613047048449514 4.3994513098150474 1.048308443278074 0.8683944093063477 1.0953132817521689
leaf_count=7 30 28 48 15 12 24 19 22 11 311 77 1677 9 22 44 94 64 14 270 11 18 4 21 42 23 29 100 8 21 46
internal_value=0 -0.001308 -0.00186529 0.00015451 0.00110916 -0.000286454 -0.000659115 -0.000817018 -0.00133743 -0.00156091 -0.000326304 -0.00230944 -0.00186444 0.000424297 9.2134e-05 0.00125955 0.00107459 0.00148157 0.00173193 0.00200098 0.00226557 -0.00118671 0.000380089 0.00081302 -0.000173751 0.00180945 -0.00151094 -0.000451103 0.000825176 -0.00085837
internal_weight=0 37.8767 24.1611 44.425 14.0367 30.3883 24.486 23.5684 16.6063 15.8679 13.7156 19.47 14.6216 6.96207 11.3235 5.90228 5.41758 12.8205 11.7593 10.7715 10.0256 8.90446 10.3775 8.25719 5.3897 4.11879 7.92643 3.52698 2.47867 1.61028
internal_count=3121 1967 1732 1154 340 814 696 666 532 521 235 1684 499 134 158 118 115 325 311 299 288 188 130 86 65 93 179 79 71 50
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 52 3 3 1446 12 3 47 50 4 48 11 148 38 133 457 2 122 51 51 16 49 43 3 131 0 16 160 0 16
split_gain=13.6823 4.06966 3.74909 4.84025 3.63317 3.61257 2.79534 3.0654 3.23247 3.11739 2.61236 2.27999 2.26323 1.98696 1.86746 1.84408 1.89015 1.77331 1.75797 2.31489 1.60562 1.23751 1.50761 2.47996 1.04082 1.00678 0.996667 0.988127 0.728835 0.720244
threshold=0.094385000000000011 -0.40306999999999998 -0.12018999999999998 -0.028564999999999997 0.091555000000000011 -1.0000000180025095e-35 0.16158000000000003 0.11893500000000001 0.11392500000000001 -0.013125 0.12879500000000002 0.080455000000000013 -1.0000000180025095e-35 0.084835000000000008 0.0068000000000000014 -0.072694999999999996 0.090790000000000023 0.086040000000000019 0.08955500000000001 -0.096089999999999981 -0.0083599999999999976 -0.082254999999999981 -0.081374999999999989 0.086245000000000016 0.10340500000000001 -0.14001499999999997 -0.16927999999999996 -0.079279999999999975 -0.10836499999999999 -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 24 11 25 5 13 7 8 9 12 15 14 -7 17 20 -11 26 -3 19 -5 29 -21 -23 -24 -2 -4 -17 -18 -25 -1
right_child=1 4 3 18 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 16 27 -19 -20 21 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00063822194096307971 -0.0023783567290523726 0.0021918965286821211 0.00013320564704273629 -0.0025012161655494254 -0.0024716772228205943 0.0015513144102900732 0.0020648896140138574 -0.0018571297487628507 -0.0024671626928480395 -0.0011237336645407603 -0.0017511168305683865 -0.0020700489475982647 -0.0021378596764433854 -0.00031502653393912543 -0.0014377982203677754 0.0011335499678490743 0.00051495903780962181 -0.0010966596132982755 -0.0021652829295649512 -0.0015571888223233764 0.0017350359827243754 0.002115038116591062 -0.0014906770391165806 0.0015822405497731681 0.00073463950867872028 -0.0021252644266036885 -0.00067545680172044541 0.0025062468696686229 8.6900153891668524e-06 -0.001445821099920557
leaf_weight=1.8252392504364245 3.3857343886047593 10.810146480798718 1.0343836508691264 2.1382385492324856 2.0332856550812712 1.1310874782502649 3.6063345670700064 4.0433869436383238 2.0334519334137431 1.6158469580114019 1.7156070247292508 2.5294469762593499 3.317951854318383 2.3887503426522008 2.3603969272226095 4.781009279191494 1.5550562571734303 0.90110445395112115 3.1331344936043015 2.1418382711708555 4.4587151017040005 1.9458021298050887 3.757928745821113 3.1783706732094288 0.64929974079132069 31.240979995578531 2.2824237179011098 6.7556410059332714 2.8160583078861237 1.5602791048586366
leaf_count=23 125 275 16 58 29 14 69 45 53 14 10 51 74 28 40 38 20 10 39 23 39 15 78 24 8 1734 35 96 17 21
internal_value=0 0.000296662 -0.00124987 -0.00152098 0.000475799 0.00060348 0.000194045 -3.67643e-05 0.000255455 0.000494557 0.000897589 -0.000155865 -0.00119995 0.00155702 0.000318608 0.00116505 0.0014056 0.00193886 -0.000622695 -0.000320213 0.000847126 1.67456e-05 0.00030492 -5.62366e-05 -0.00187743 -0.00205288 0.000549001 0.00213365 0.000843019 -0.000322248
internal_weight=0 53.0061 64.1208 51.3867 48.9711 46.9378 32.8378 29.2315 25.1881 23.1546 18.7056 12.7341 4.44904 14.1 10.2046 16.99 15.3741 11.7113 19.1114 15.9782 7.84423 13.84 11.6982 9.75236 4.03503 32.2754 7.06343 8.3107 5.99443 3.38552
internal_count=3121 943 2178 2004 810 781 468 399 354 301 213 174 88 313 123 203 189 285 254 215 83 157 134 119 133 1750 73 116 41 44
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=1 15 484 1425 4 1446 133 52 160 42 1374 42 376 1365 2 12 44 48 1 13 13 0 42 48 4 2 16 1 1 16
split_gain=4.92859 2.35168 2.73319 2.05329 2.55913 1.88736 1.84517 1.8349 2.16878 2.00562 2.37206 2.597 1.97863 1.64513 1.89056 1.66223 1.70086 1.64691 1.83216 1.51969 1.24899 1.19897 1.59238 1.14088 1.11338 1.09813 0.952076 1.31352 0.941837 0.901979
threshold=0.094090000000000021 0.084050000000000014 -0.0068949999999999992 0.08209000000000001 0.50996500000000011 0.088980000000000017 -0.25159999999999993 -0.15275999999999998 -0.091944999999999985 -1.0000000180025095e-35 -0.094929999999999987 0.084050000000000014 0.091135000000000008 0.088010000000000019 0.13754500000000003 0.092465000000000006 0.083555000000000018 -0.032929999999999994 0.11588000000000001 -1.0000000180025095e-35 -0.28558999999999996 -0.10324499999999999 0.096235000000000015 -0.40315499999999993 -0.5956499999999999 -1.0000000180025095e-35 0.23311500000000004 0.080000000000000016 1.0000000180025095e-35 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 -1 4 5 6 -2 -4 24 12 -11 25 28 14 15 16 19 -17 -19 -8 -3 -20 -23 -22 -9 -12 27 -13 -10 -27
right_child=3 20 7 -5 -6 -7 13 8 9 10 11 26 -14 -15 -16 17 -18 18 21 -21 23 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0032166199179468761 -0.0034711116165551301 0.0032351575232977174 -0.0027539609375072625 -0.0044905462043892319 0.002820636421634751 -0.0033793655549231084 0.0021633229781309882 0.0024054913201513538 -0.0032619168256487296 -0.0036883121659513807 -0.0018291357559489733 -0.0029113355084207258 0.0042097171468446666 -0.003272141224655932 0.0025399158083774325 0.0031235192197436516 -0.0023778732993453432 -0.0030658703066939541 0.0023260700804353255 0.00025942533395202373 0.0043529950342422906 -0.003015077301307081 0.0020614057778149172 -0.0029463132827049006 -0.0032707307099492655 0.0022767138988485877 0.0025967292488251557 0.0006138867619687096 0.00084433474075708086 -0.00023231742356861939
leaf_weight=4.0852444088086477 1.2111132689751674 0.33748902380466361 3.1035738703794769 0.84245469095185299 3.6317712413147083 1.4124350110068906 6.7958381199277964 0.37001830711960826 3.0819393955171175 1.1629874720238245 0.8001889586448766 2.596317625604569 0.45958597399294365 1.1133311633020628 3.882087309844791 0.85615755058825005 1.4945186665281642 3.3383511570282263 1.3937516957521441 9.5417705308646088 0.20721821486949643 1.6548131573945286 0.90483371261507262 9.3324444941245019 2.8234441149979856 9.1956442310474653 0.59754485078155983 1.6281473054550586 0.63833937607705582 1.5911449193954457
leaf_count=296 23 3 190 43 145 31 208 3 190 38 26 110 3 16 105 12 21 144 11 140 1 41 15 922 168 122 6 49 19 20
internal_value=0 -0.00126892 -0.00086532 0.000259533 0.000367017 0.000101801 0.000254565 -0.000522859 -0.000245276 0.000102344 0.000558019 0.000858978 -0.0018133 0.000400235 0.00053715 0.000237885 0.000763969 -0.000913477 -0.00138748 0.00105138 -0.00258196 2.97982e-05 -0.00122054 -0.00278776 -0.00261304 0.00164862 -0.00103849 -0.00155268 -0.00255735 0.00190661
internal_weight=0 42.0113 32.1341 38.0732 37.2308 33.599 32.1866 28.0489 24.9453 21.7518 17.572 16.409 4.17986 30.9755 29.8621 25.98 17.8321 8.14791 7.29175 16.3376 9.87715 3.9534 2.55965 9.53966 3.19346 11.587 4.82201 4.22446 3.72028 10.7868
internal_count=3121 2166 1240 955 912 767 736 944 754 583 371 333 212 713 697 592 369 223 211 348 926 67 56 923 171 168 165 159 209 142
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 12 47 52 3 3 50 51 14 48 128 4 474 159 50 4 43 15 48 42 11 158 51 49 160 148 16 13 483 16
split_gain=16.0165 5.59666 4.53346 4.56154 3.17874 3.27594 2.52481 2.13618 1.92821 2.20273 2.10655 2.21007 1.79346 1.73411 3.03903 1.63968 2.15745 2.06782 1.61873 1.49678 1.77747 1.29186 1.0565 1.00739 0.960882 0.97378 0.931761 1.55948 0.865012 0.756195
threshold=0.099195000000000019 0.079890000000000017 0.086785000000000015 -0.38533999999999996 0.10732000000000001 -0.097604999999999983 0.11843500000000001 -0.096089999999999981 0.077685000000000018 0.12879500000000002 0.086435000000000012 -0.17966999999999997 0.084660000000000027 -1.0000000180025095e-35 0.089280000000000012 0.09173000000000002 -0.067199999999999996 -0.14712999999999996 0.099600000000000008 -1.0000000180025095e-35 0.080455000000000013 0.084765000000000021 0.08955500000000001 -0.048674999999999989 -0.24498999999999996 -0.080634999999999984 -0.0083599999999999976 -0.017449999999999997 0.098395000000000024 -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=1 7 3 -2 5 19 8 -1 9 10 11 -5 18 -4 15 -15 -17 -18 21 -3 23 22 29 -21 -13 -26 -25 -28 -27 -9
right_child=2 4 13 6 -6 -7 -8 12 -10 -11 -12 24 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 26 25 28 27 -29 -30 -31
leaf_value=-0.0017736889408675623 -0.0017470724012475657 -0.0017406040958133063 -0.0015746122510295563 -0.0010598506061039036 0.00035752028431072227 -0.0016357028371541647 -0.0011705329976203912 0.00079101300226428264 -0.00094886535791747736 -0.0003809306897809095 -0.00098148468446086182 -6.7437918853303284e-05 0.0011162713665522623 -0.0016405591068467417 0.0015753066591893531 0.0012102037568295528 0.00045148184839278641 -0.0015946759429384897 0.0011461473739686821 0.00093586481493836062 -0.0017795757806276895 -0.0018478593014393842 -0.0011802894074996171 -0.0014463151710874601 0.00025986594399761892 0.0016844941137915063 -0.00087035670262909355 0.0011546463508288539 3.3145533290328796e-05 -0.00027482792336728926
leaf_weight=2.3531256243586567 2.0100294556468681 2.7093867678195229 2.8592039793729773 1.0405421871692038 3.2651039138436309 32.013738039880991 1.6335159447044123 2.2476640902459737 1.4002235010266293 2.6737191677093497 1.1627451367676247 1.1370226666331422 2.9373063594102851 2.7085367571562511 2.3645514026284209 2.3437279872596246 2.4518206082284433 3.1474926695227659 1.9875804409384716 2.2970055639743787 1.9434733819216479 1.6573836933821429 3.0664293114095917 1.621834347024558 1.6147618405521154 19.164515914395434 2.3603313714265801 1.9281804822385349 0.92804103344678779 10.701515080407262
leaf_count=63 80 112 50 18 18 1705 26 23 11 24 16 16 29 59 30 19 21 30 19 20 44 34 38 32 17 380 28 19 19 121
internal_value=0 -0.000901052 0.00033603 0.000691019 -0.00123384 -0.00134963 0.000850362 -0.000258982 0.000963721 0.00106033 0.00121417 0.00132106 -0.000101255 -0.000396631 -0.000137868 -0.000518177 -0.000135451 -0.000698707 -0.000283154 -0.000637508 -0.000343077 -0.000443899 -0.00029861 -2.91941e-06 0.00142951 0.00150792 -0.00036777 4.01156e-05 0.00160822 -8.98237e-05
internal_weight=0 73.0901 48.6405 32.7651 48.1391 44.8739 30.7551 24.951 29.1216 27.7213 25.0476 23.8849 22.5979 15.8753 13.0161 10.6516 7.94304 5.59931 19.6606 12.8602 10.1508 17.673 16.0156 8.20735 22.8443 21.7073 5.91035 4.28851 20.0926 12.9492
internal_count=3121 2305 816 607 1978 1960 527 327 501 490 466 450 264 209 159 129 70 51 235 255 143 216 182 99 432 416 79 47 399 144
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 15 150 0 0 50 133 1429 159 150 52 3 43 160 3 159 1374 4 52 12 47 150 3 12 15 15 43 48 151 160
split_gain=10.7989 3.43256 4.56131 3.26678 4.37074 2.72293 2.20322 2.09944 1.94718 1.81798 1.76103 1.64283 1.73952 2.11903 1.85068 1.35462 1.31873 1.18701 1.12772 1.41136 1.76867 1.11757 1.03279 1.00874 0.876442 1.30898 1.0616 0.825192 0.8205 0.763086
threshold=0.094385000000000011 -0.24436499999999997 0.080470000000000014 -0.060129999999999996 -0.10607499999999999 0.11843500000000001 0.10622000000000002 0.084990000000000024 -0.032739999999999991 0.083095000000000016 -0.12005499999999998 0.16158000000000003 -0.074359999999999996 -1.0000000180025095e-35 -0.077774999999999983 0.092630000000000018 0.078255000000000005 -0.49013999999999996 -1.0000000180025095e-35 0.090995000000000006 0.093140000000000014 0.088985000000000009 0.013900000000000001 0.090455000000000021 -0.0058549999999999991 0.079055000000000014 0.084740000000000024 0.081805000000000017 0.09759000000000001 0.043720000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 7 -2 8 9 -5 24 29 12 13 -3 -15 17 28 -12 -14 20 -20 -11 -6 27 -1 -26 -27 -16 -4 -10
right_child=1 2 16 6 22 -7 -8 -9 10 21 15 -13 18 14 23 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0026136351642108671 0.0021120508335264799 -0.0020706523974754623 0.001908952169765945 -0.0029911659430449933 -0.0025887075906352343 -0.0018893945022869774 -0.0029603076573631211 0.0026637278589292687 -0.0028643016511352339 0.0018719342160005692 -0.0002663552981312853 0.0010875855462043195 -0.002687426494367341 -0.00074936807031656446 -0.00050052124959935093 -0.0011277491183926058 -0.0013622371231555171 0.0019370973327892146 0.0016091060576472601 -0.0025010445529904993 -0.0014262332175557972 -0.0007357176177751753 0.00052834090331531412 0.0040427862863124291 0.0013780710071753719 -0.0029365700871522419 0.00038728442196828638 0.0028378508924155549 -0.00067458514900286723 0.0004568321301708659
leaf_weight=4.1550876274704915 10.027402367442845 2.7170098479837179 9.2724348660558427 1.4569020327180648 25.324102926999334 1.4260753672569979 2.1497350437566629 1.2798682963475574 1.6041370080783957 2.0516188815236083 2.5770326349884245 3.2829502616077653 4.5087599074468008 3.0944815808907151 1.1965326555073286 2.1761771775782099 1.1841080635786045 5.9138971818611035 2.2960082404315489 3.134130691178143 3.6496360264718533 2.9295926252380013 0.80520850792527099 1.2805890049785373 1.3219038508832452 2.1198448762297635 1.0573083888739345 0.9961649365723132 0.99979620054364282 0.74325179122388352
leaf_count=101 230 46 173 27 1671 20 44 11 52 16 24 44 132 56 13 31 15 61 20 94 39 34 6 16 12 64 15 28 17 9
internal_value=0 0.000315119 -8.03533e-05 -0.00141423 -0.00182462 0.00161383 -0.000400797 -0.000654327 -2.05799e-05 -0.000965773 0.000311961 -0.00070482 -0.000962079 -5.81235e-05 0.000774437 0.000779518 0.00134538 0.00126834 -0.00157973 -0.00102969 -0.000254087 0.0003383 -0.00249265 0.00213205 -0.00171638 -0.000887723 -0.00183044 0.00101614 0.0016575 -0.00181273
internal_weight=0 49.0661 37.6126 57.6657 41.0445 11.4535 16.6211 14.9152 14.4714 13.6354 13.0145 26.1563 22.8733 9.28478 6.56777 10.6671 11.4563 8.49093 13.5885 9.07977 5.94564 4.98121 26.1293 3.47329 8.65414 4.49906 3.17715 2.1927 10.2722 2.34739
internal_count=3121 943 693 2178 1930 250 248 253 204 242 177 488 444 159 113 116 205 85 285 153 59 50 1677 57 192 91 79 41 190 61
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=4 12 151 42 1 42 52 14 43 160 43 3 52 42 14 15 484 148 49 13 52 2 3 159 4 4 16 0 15 2
split_gain=4.88229 3.84617 2.30208 2.11409 2.96247 2.40047 2.51886 2.03421 2.2801 1.7772 1.63444 1.54445 1.43334 1.34514 1.24615 1.07861 1.03023 0.943423 0.938759 1.83667 1.38943 1.83151 1.04103 0.938653 0.847236 0.835111 0.829159 2.25822 1.27733 1.20615
threshold=0.27044500000000005 0.051320000000000005 -0.27559499999999998 -1.0000000180025095e-35 0.13021500000000003 0.084050000000000014 -0.12005499999999998 0.078320000000000015 -0.05647499999999999 -0.090969999999999981 -0.50216499999999986 0.30112000000000005 -0.087284999999999988 -0.095284999999999995 -0.074569999999999984 0.19724500000000003 -1.0000000180025095e-35 -0.083019999999999983 -0.088694999999999982 -0.53104499999999988 0.083680000000000018 0.089885000000000007 -0.20241999999999996 -0.50206999999999991 -0.15764999999999998 0.24564500000000003 -0.0092699999999999987 -0.14226499999999997 -0.074054999999999996 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 7 -2 25 5 6 -5 8 13 -8 -7 12 -10 -1 -13 23 -4 -18 -11 -20 21 22 -21 -12 -25 -3 28 -28 29 -14
right_child=2 3 16 4 -6 10 9 -9 11 18 15 14 26 -15 -16 -17 17 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00082405609102471748 -0.0025933309700546651 -0.0027781318262191245 -0.0013592147850304344 -0.0028599670558726027 0.0028723435784333089 0.0011013863867743385 -0.0029221227369398855 -0.0028828527884497261 -0.0022424158062918412 -0.0013415141156727195 0.0013356767293438408 -0.0012944396275403236 -0.0013815231773615473 0.0019135679514473026 0.0028103343829112321 0.0020816841143382818 -0.0011395868995791683 0.0016876231999175075 -0.0032989446216780526 0.0019116183518534402 0.0034345066634671241 0.0021414566027853775 -0.0027734896624123117 5.6315608883508946e-05 -0.00259272664492317 0.00038905823958740093 0.0033048722894391544 -0.00073642360620690579 -0.0021297640735738988 0.00090384328059828548
leaf_weight=1.5952209392562506 1.1878651659935702 7.5957215144298953 0.97459818702191015 2.1295126373879603 1.3245276957750309 1.188695780932904 1.0360415689647187 1.6861569490283717 3.2058355100452998 1.2489058412611465 0.49004067247733551 0.74092036113143001 2.7998223742470225 6.0996221452951458 1.756051949225365 0.41345809027552682 0.89828107133507273 11.195598552934827 0.5927606523036929 0.46572213619947156 1.965486927423626 2.5455961246043444 1.1826640334911767 0.91495273914187691 12.095583031885322 0.63562575634568919 1.5136710703372953 2.7331168781965856 3.0355027373880157 3.8841914664953947
leaf_count=26 15 704 19 116 22 18 33 32 91 21 23 10 39 152 53 6 14 317 4 5 26 25 76 23 1091 10 15 45 34 56
internal_value=0 -0.000771019 0.000944497 -0.001353 -0.00100083 -0.00119612 -0.000262992 -5.33119e-05 0.000121043 0.000348957 -0.00188605 -0.000358189 -0.000641812 0.00134603 0.00159234 -0.00214128 0.00126607 0.00147763 0.000772519 0.00116353 0.00159298 0.000729965 -0.0014498 -0.00227061 -0.00240644 -0.00253356 -0.000274408 0.000704004 -0.00070191 -5.34588e-05
internal_weight=0 64.8754 14.2563 35.8253 27.5939 26.2694 11.1667 29.0501 27.364 9.03718 15.1027 19.6691 17.1721 7.69484 2.49697 13.914 13.0685 12.0939 8.00114 6.75223 6.15947 4.19398 1.64839 13.5006 13.0105 8.23135 13.9663 4.24679 9.71952 6.68401
internal_count=3121 2756 365 2203 1489 1467 306 553 521 190 1161 343 280 178 63 1143 350 331 157 136 132 106 81 1137 1114 714 189 60 129 95
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 4 3 31 2 4 3 1 457 16 4 43 16 1 15 47 11 0 1 151 16 0 15 160 1 484 42 12 52 43
split_gain=4.31262 2.05285 2.04673 1.8931 1.94019 1.51853 1.40833 1.37946 1.37653 1.43271 1.3611 1.75839 1.27431 1.19822 1.26828 1.61214 1.04856 1.01528 0.985884 0.964776 1.0124 1.18555 1.1578 0.906865 1.09973 0.867884 0.851803 0.734724 1.61965 1.9651
threshold=0.091615000000000016 -0.15764999999999998 0.090900000000000009 -1.0000000180025095e-35 0.14753000000000002 0.51303500000000013 -0.097604999999999983 0.083135000000000014 0.045365000000000009 -0.54165499999999989 -0.49405499999999997 -0.52440999999999993 0.0057500000000000008 0.11588000000000001 1.0000000180025095e-35 0.09055500000000001 0.088215000000000002 -0.24955499999999997 0.11212500000000002 0.0033600000000000006 -0.065999999999999989 -0.14116499999999996 -0.016799999999999995 -0.080409999999999995 0.097290000000000015 -1.0000000180025095e-35 0.090310000000000015 0.084100000000000022 0.083680000000000018 -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=1 10 6 -2 5 8 7 12 9 -5 11 -1 -3 14 15 16 23 -8 -10 20 21 -15 -22 -11 -25 -6 -17 28 -19 -30
right_child=3 2 -4 4 25 -7 17 -9 18 13 -12 -13 -14 19 -16 26 -18 27 -20 -21 22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0021705529399888507 0.0042555110506374135 -0.0042427723735565604 0.00021915490135791029 0.002667062126072265 -0.00092168622993132757 0.0032468007347297963 0.0053565295338643014 0.001921288733113789 0.0024194368208927913 -0.0016778339998517896 0.0010977204196306936 -0.0034805352756722475 0.00011727809739485969 -0.0015187307329615107 -0.0041389017193233426 -0.0043504759316713134 -0.0035677652960695709 -0.0031604151723460916 -0.0010195552932356967 -0.0035129701280691987 -0.0017112066919903334 0.0031731553199493084 0.0029702907000841473 -0.0020871249632682222 0.0022959552930887426 0.0040351799479876422 -0.00073259831844691141 -0.0038665209914069991 0.0090960159530208678 -0.0015459015321582228
leaf_weight=1.1444628760218623 1.6678014462813724 2.0899776290170879 4.5769658125936976 1.6870274608954776 0.65872357785701785 1.791818182915448 0.20358099043369904 1.7218342674896119 3.878053141757845 2.1497987015172875 5.8739772792905551 2.7562970537692308 1.8612805055454371 1.0873136483132841 2.5300322030670932 2.7358745033852747 1.1421228451654313 4.9018163019791272 1.7891401173546908 0.99277100712061006 3.7091399095952502 2.9019757984206072 0.98109473288059046 1.0835211565718106 3.7519221678376198 2.4416793901473275 1.468963519670069 10.526825055945663 0.37449863366782665 0.79759689839556791
leaf_count=8 82 122 47 29 10 67 1 35 88 35 66 70 37 13 153 60 46 225 28 9 86 55 19 31 107 100 34 1405 10 43
internal_value=0 -0.00157292 -0.00211677 0.000262061 8.09815e-05 -0.000186069 -0.00259242 -0.000941439 -0.00037896 -0.000749122 -6.76527e-05 -0.00182254 -0.00218893 -0.000984024 -0.00166725 -0.00116018 -0.000163525 -0.00314979 0.00133374 6.58106e-05 0.000475154 0.00189434 -0.00073194 0.000393085 0.0013138 0.00298203 -0.00308657 -0.0032541 -0.00219271 0.00185432
internal_weight=0 36.8291 27.0544 38.4488 36.781 33.6806 22.4774 5.67309 31.8888 26.2216 9.77474 3.90076 3.95126 24.5345 14.8622 12.3322 8.12736 16.8043 5.66719 9.6723 8.67952 3.98929 4.69023 6.98524 4.83544 3.1004 4.20484 16.6007 6.07391 1.1721
internal_count=3121 2069 1925 1052 970 860 1878 194 793 677 144 78 159 648 466 313 219 1684 116 182 173 68 105 173 138 110 94 1683 278 53
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=1 12 47 13 3 52 51 50 15 16 1 14 151 128 159 474 42 43 42 159 4 0 1 1 1374 156 0 15 4 4
split_gain=18.993 6.7718 4.37891 3.43906 3.25896 3.16365 2.68243 2.6602 2.48515 2.44048 3.23742 2.1954 2.42175 1.98361 1.93915 2.68924 1.85327 2.09741 1.6454 1.7883 1.74596 2.29931 2.97393 1.0971 1.06785 1.09953 1.00471 0.994063 0.920627 2.78303
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.15078499999999997 -0.097604999999999983 -0.28430999999999995 -0.097539999999999974 0.11843500000000001 0.082685000000000022 -0.061854999999999993 0.11588000000000001 0.077685000000000018 -0.29526499999999994 0.086435000000000012 -0.029685 0.085860000000000006 -0.0060199999999999993 -0.079109999999999986 -1.0000000180025095e-35 0.092630000000000018 -0.49013999999999996 -0.060129999999999996 0.083345000000000016 0.13288500000000003 0.088460000000000011 0.11815500000000002 -0.070154999999999981 -0.055554999999999993 0.0061450000000000003 -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=1 6 5 -3 18 -2 -1 11 14 10 -4 12 -7 24 -8 16 26 -18 -5 20 -20 22 -22 -12 25 -14 -16 -11 29 -19
right_child=2 3 9 4 -6 7 8 -9 -10 27 23 -13 13 -15 15 -17 17 28 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018581874638932644 -0.0015725370541783659 -8.8045683054995257e-05 -0.00086954699850108554 -0.001825819795683724 -0.0017139836829957577 -0.00096394296836571397 -0.0015999684786512113 -0.001180869053012477 -0.0019241824260663647 -0.0017491006605629927 0.00053145812495358031 -0.0011032718056529897 0.0016140551627984957 -0.00091743104096729609 -0.0016804762567624023 0.0021052340210802739 0.0012726279502539813 0.0002567265500634949 -0.0013826358826576944 -0.0020816315960623822 -0.0018704192053035416 0.0015254403184229931 0.0012183994822198107 0.0021924060044874439 -0.00017231998915413107 -0.000106069651783098 0.00011134043285820429 -0.00030139354555801142 0.00047148908820339778 -0.0020198638743043253
leaf_weight=2.9191207382828024 1.593023883178829 6.5387683678418389 4.2779148742556554 3.202116170898079 36.588337963446975 1.4972196482122004 1.992343738675127 1.6774726472794999 2.0989127885550252 3.6574026495218277 3.0358699597418308 1.3331616483628739 21.551864076405781 1.1504808254539955 2.659673273563385 2.0748878754675379 4.6653504110872914 4.9869060739874982 2.4001650810241681 1.6420275904238213 2.2021737638860928 2.9365226831287163 1.6927126813679931 2.0425482280552387 1.2009945288300503 1.2047768402844656 1.5042663253843915 2.4197831694036713 5.0796877462416887 2.4629768729209491
leaf_count=72 47 60 38 115 1720 11 26 21 33 67 32 10 378 12 46 20 63 40 48 18 44 17 20 22 14 14 10 25 50 28
internal_value=0 -0.000928665 0.000455397 -0.00128399 -0.00143834 0.000832953 -0.000261032 0.000962343 -9.16483e-05 -0.000308082 0.000253484 0.00109102 0.00120098 0.00133007 5.96266e-05 0.000200726 1.5714e-05 0.000269711 -0.000721827 -0.000396718 -9.70205e-05 0.000354671 -0.000528023 0.00119949 0.001438 0.00152299 -0.00103316 -0.00117266 -0.000103722 -0.000495928
internal_weight=0 87.647 46.6425 57.2028 50.6641 31.209 30.4441 29.616 27.525 15.4335 9.35633 27.9385 26.6053 25.1081 25.4261 23.4337 21.3589 17.1949 14.0757 10.8736 9.23157 6.83141 3.89489 5.07842 23.9576 22.7566 4.16394 6.07719 12.5296 7.44988
internal_count=3121 2430 691 2042 1982 507 388 460 316 184 92 439 429 418 283 257 237 181 262 147 129 81 64 54 406 392 56 92 118 68
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=1 52 52 3 3 47 12 50 1 11 43 4 15 51 2 52 13 0 151 2 150 16 51 43 159 50 0 4 43 12
split_gain=13.7091 4.51585 3.80618 3.80059 4.67504 3.19173 2.75414 2.57023 2.4061 2.23126 1.8736 1.78345 1.54104 1.79336 1.61547 1.50405 1.78093 1.62065 1.45779 1.54708 1.42112 1.70992 1.19099 1.13366 1.10463 2.61206 1.05754 0.96332 0.807816 0.782994
threshold=0.094385000000000011 -0.26636999999999994 0.19022000000000003 -0.12018999999999998 -0.028564999999999997 0.083875000000000019 -0.040564999999999997 0.10965000000000001 0.13501500000000002 0.080455000000000013 -0.073404999999999984 -0.064804999999999988 -0.015744999999999999 -0.090529999999999985 0.10467500000000002 -0.092399999999999982 -0.47860499999999995 -0.23001499999999997 -0.23821999999999996 0.11448000000000001 -1.0000000180025095e-35 -0.5224049999999999 0.087505000000000013 -0.04890499999999999 -0.22563499999999997 0.10987000000000001 -0.14001499999999997 0.09173000000000002 -0.51144999999999985 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 9 26 6 -3 11 20 12 -6 -8 -1 -14 -15 -12 -17 22 -13 29 -7 -22 -18 -23 25 -4 -5 -2 -28 -20
right_child=1 2 24 4 10 8 7 -9 -10 -11 15 18 13 14 -16 16 17 -19 19 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0019785419699129897 -0.0022925320764446899 0.0022940784695700601 0.0013793811567810611 0.00018713856795275616 0.00094374366482837349 -0.0022997248487337651 -0.00077116388153156915 -0.0021393522493695443 0.0021220300724061275 -0.0020505486479774609 -0.0025444665362513753 -0.0013664323208871329 0.0021076880153915005 -0.0013946119573990039 0.0011295858289996667 0.00094951271315730742 0.0011012864366940511 -0.0018117512263215786 0.0012280337794862884 0.0024052455338678409 0.0013926859586914323 0.0001680304625150217 -0.0012584620901480886 -0.0017500017845713492 -0.0022561973992291638 -0.0024340011927760736 -0.00039271549751377174 -0.00022549413064720068 -0.0021947171084222786 -0.00029122681855495765
leaf_weight=2.2740444093942633 3.7183507913723579 8.217221377417447 2.0447291731834416 1.0477245375513984 3.1938477009534862 2.0071218498051158 2.5938188880682018 1.4581448538228858 1.9764142502099264 2.4675635583698741 2.534045761451126 1.0241817552596391 1.4709773343056429 4.4445486422628164 1.8200595900416372 2.8074949793517598 2.2954735998064271 6.223149241879578 8.0494388863444311 5.2839741669595233 2.4789440743625146 3.0446457974612695 2.0730170682072639 3.2390470346435922 2.5543149765580884 1.6554618086665867 1.3232866954058398 1.6612823717296121 29.775685219094164 2.1998273236677042
leaf_count=24 132 240 33 16 33 21 40 29 27 51 55 10 14 74 11 17 23 107 92 113 21 44 19 42 32 36 20 13 1714 18
internal_value=0 0.000306128 0.000526628 -0.00124546 -0.00151727 0.000773563 0.00118936 0.0007489 -0.000166809 -0.000128451 -0.000633842 0.000968807 0.000345382 -0.000134721 -0.000661256 -0.000950073 -0.000648541 -0.00107213 0.00124138 0.00141333 -0.000586845 -0.000194502 -1.85051e-05 -0.000820655 -0.00111471 -0.000326722 -0.00204291 -0.00165421 -0.00211804 0.000901951
internal_weight=0 53.2069 47.8273 63.7509 51.2737 41.5728 28.8266 20.6094 12.7462 12.4772 19.127 19.1512 10.0096 7.73559 6.26461 15.9332 13.3991 10.5916 16.5574 15.5332 10.7698 8.76264 4.36849 6.28369 6.25451 3.70019 32.1467 5.37963 31.099 10.2493
internal_count=3121 943 798 2178 2004 697 542 302 155 174 254 273 123 99 85 221 166 149 233 223 128 107 42 86 101 69 1750 145 1734 110
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=12 4 13 1 132 0 13 14 47 48 52 52 47 457 2 0 4 157 51 51 12 1 2 2 43 12 3 1209 52 4
split_gain=12.8672 7.06485 4.57811 3.46637 2.9542 2.93469 2.74536 2.29746 2.32095 2.76624 2.2418 2.0134 1.88794 1.6127 1.72797 1.57678 1.56521 1.27313 2.16278 1.52009 1.255 1.24106 1.19804 1.97124 1.35508 1.05705 1.76307 1.23841 1.04164 0.904649
threshold=0.079890000000000017 0.181285 -0.00051499999999999994 1.0000000180025095e-35 0.080640000000000017 -0.060129999999999996 0.11596500000000001 0.018475000000000002 0.079855000000000023 0.086665000000000006 0.13796000000000003 -0.085984999999999992 0.092710000000000015 0.080930000000000016 0.091265000000000013 -0.053834999999999994 -0.040589999999999994 -0.067349999999999979 -0.025879999999999997 0.087505000000000013 -1.0000000180025095e-35 0.10612500000000001 0.10327000000000001 0.097220000000000015 -0.074359999999999996 0.084100000000000022 -0.084074999999999997 0.086895000000000014 0.091275000000000009 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 5 3 15 11 13 22 8 -5 -10 29 21 16 25 -15 -1 -13 -18 -19 20 -20 -4 23 24 -7 26 27 -2 -14 -3
right_child=1 10 4 7 -6 6 -8 -9 9 -11 -12 12 28 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021384199220303704 -0.0020637530995150691 0.00032384750920459395 -0.0021093705136531818 0.0020730076775075323 0.0018981910081862607 -5.4910139594740628e-05 0.0015157521467260248 -0.0015588075771409526 -0.0013203300658815793 0.0017693643010363218 -0.0017479681043853037 -0.00082121436277289919 -0.0019017101680645137 -0.0015531796579539531 0.0016714435559874459 0.00093690925563769145 0.0020019038053808481 -0.0021090479933089999 -0.00046566962518883765 -0.00044161890031752036 0.0015225217614757147 -0.00021641819925553892 -0.0018395185527369572 0.0010518355009592878 -0.002132647453557162 -0.0019757800196876715 0.0016979891695386336 0.0016487672589545605 1.9791463193496034e-05 0.0016514425303009945
leaf_weight=1.8017643578350546 2.7146871965378532 6.7859526649117452 3.6776244454085854 11.451009728014474 2.6010344661772242 2.3187780454754829 2.0860632080584756 1.0016809869557608 2.1076637618243685 2.6493977662175894 1.7413110975176085 4.6586374435573878 3.1148472540080538 1.6550479521974915 1.1347091421484945 1.0803029686212564 2.0174205433577397 1.3692775946110547 1.6399535369128058 3.9815844744443893 5.9607131425291033 2.2684264909476042 4.2739246608689427 2.2882018703967333 2.8154851011931878 27.924288904294372 0.85273759439587848 0.42033720016479481 1.8051492795348165 2.9977189265191555
leaf_count=52 142 82 79 295 31 39 28 17 22 40 34 45 38 66 17 10 19 17 30 34 69 26 150 17 37 1596 21 4 20 44
internal_value=0 -0.00106031 0.000299327 0.00105718 -0.000160769 -0.001397 -0.000611282 0.0013993 0.00158211 0.000400444 0.000356132 -0.000336393 -8.18592e-05 -0.00170907 -0.000241593 -0.000985675 0.000197598 0.000514672 0.000283011 0.000565805 0.00109354 -0.00138721 -0.00099064 -0.000501848 -0.00119428 -0.00183735 -0.000868022 -0.00156599 -0.00119671 0.000730623
internal_weight=0 60.0092 53.1865 20.0918 33.0947 48.4843 13.7825 17.2098 16.2081 4.75706 11.525 30.4936 24.5476 34.7018 2.78976 2.88207 19.6276 14.9689 12.9515 11.5823 7.60067 5.94605 11.6964 7.42247 5.13426 31.9121 3.98776 3.13502 4.92 9.78367
internal_count=3121 2277 844 436 408 2117 271 374 357 62 160 377 272 1846 83 62 214 169 150 133 99 105 243 93 76 1763 167 146 58 126
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=12 4 13 1 1 132 3 14 3 47 48 0 4 52 47 1 4 4 4 41 52 484 13 3 151 13 52 11 16 16
split_gain=16.1011 7.59594 5.77385 4.33605 4.18525 3.55192 3.01888 2.8927 2.33748 2.29422 2.76814 1.98873 1.97629 1.5836 2.19268 1.67273 1.7017 1.46494 3.38191 1.37345 1.92638 1.61241 1.78375 1.34471 1.51885 1.29574 1.28576 1.20233 1.20061 2.35824
threshold=0.079890000000000017 0.36766000000000004 -0.00051499999999999994 0.13021500000000003 1.0000000180025095e-35 0.080640000000000017 0.10732000000000001 0.019675000000000002 -0.097604999999999983 0.079855000000000023 0.086665000000000006 -0.26609999999999995 -0.014149999999999998 -0.085984999999999992 0.092710000000000015 0.086105000000000015 -0.022844999999999997 -0.00099499999999999979 0.0061450000000000003 0.078065000000000009 -0.15275999999999998 -0.068929999999999977 0.17001000000000002 0.12178000000000001 -0.0083949999999999979 0.10443000000000001 -0.091869999999999993 0.087830000000000005 -0.16927999999999996 -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 6 12 11 8 9 19 -6 -11 -4 -1 25 15 -15 -17 -18 -19 20 -2 -22 26 24 -20 -13 -23 -3 29 -10
right_child=1 27 5 -5 7 -7 -8 -9 28 10 -12 13 -14 14 -16 16 17 18 23 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093877120564247552 -0.0018611629882327413 0.001479896267958957 0.0013574917026809826 0.001184960784859114 0.0018253088652218669 0.0017068375974928277 0.00024177033038457561 -0.0015815618958323807 -0.0018915821019599374 -0.0010192791349105269 0.0015773924034901555 -0.0018006612213037809 -0.001890712649016532 -0.00081382937545050539 -0.0013471663973453761 -0.0012846894431634039 0.0019263271859118595 -0.0018567593889301404 0.00015967649281335263 -0.0019472765495364558 -0.0018905892347099631 0.001963551952862185 -0.001406034881958488 -0.00038178919295636253 0.002011893140560923 3.3013143729115338e-05 7.0395958497200276e-05 -5.6056028135750101e-06 -0.0017737435746470085 0.00060807912300778384
leaf_weight=1.1973648909479382 3.0715035945177087 3.3901342786848536 1.933101963251828 2.2346689328551284 12.734592253342276 2.7628356479108325 3.6179822795093051 1.0627744197845448 2.7869767006486654 2.2967070154845706 2.9105611182749271 4.4150814935565021 2.1722389291971949 5.8788477871567073 4.9119409993290892 1.8050748482346577 2.028738915920262 1.8798939511179797 2.3785573355853584 3.0194853115826836 1.6231429856270558 1.415218187496065 2.0844232123345137 2.23204230889678 3.312023546546695 1.6573553495109079 5.4100335426628581 3.4248632900416851 34.694335944950581 2.046975675970315
leaf_count=11 97 43 26 28 297 31 19 15 80 22 40 84 51 65 50 19 18 22 18 60 41 13 52 19 37 19 69 35 1715 25
internal_value=0 -0.00103868 0.000228651 -0.00123344 0.000931017 -0.000217853 -0.00132386 0.00125305 -0.00142474 0.00142096 0.00043211 -0.000381811 -0.000885276 -0.00049205 -0.000291151 -2.5353e-05 0.000314572 0.000558569 0.000275496 -0.0008684 -0.000628943 -0.000269612 2.56942e-05 0.000781442 0.0012377 -0.00130019 0.000462942 0.00073336 -0.00165871 -0.000833081
internal_weight=0 68.8197 57.5697 62.0047 22.3742 35.1955 59.7701 19.0046 56.1521 17.9419 5.20727 32.4327 3.3696 30.4996 24.4271 19.5152 13.6363 11.8313 9.80252 16.6238 13.6043 10.5328 8.90967 7.92262 5.69058 6.07244 6.82525 6.815 39.5283 4.83395
internal_count=3121 2277 844 2199 436 408 2171 374 2152 359 62 377 62 351 248 198 133 114 96 332 272 175 134 74 55 103 82 78 1820 105
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=1 52 52 3 3 47 15 1 0 11 51 51 133 16 475 150 4 48 12 49 52 15 51 4 128 4 159 0 43 13
split_gain=14.89 4.45511 4.00602 3.74217 5.1861 3.4843 2.76226 2.87423 2.66846 2.13969 1.84992 2.39504 1.68057 1.64541 1.60914 1.57994 1.99158 1.44363 1.50724 1.22865 1.69542 1.30686 1.1821 1.03316 0.968673 0.950799 1.67545 0.922222 0.892209 0.831316
threshold=0.094385000000000011 -0.26636999999999994 0.19022000000000003 -0.12018999999999998 -0.028564999999999997 0.083875000000000019 0.035560000000000008 0.11146500000000002 -0.061629999999999997 0.080455000000000013 0.08955500000000001 -0.096089999999999981 0.0068000000000000014 -0.0083599999999999976 -0.079669999999999977 -1.0000000180025095e-35 0.24564500000000003 0.12879500000000002 0.12477500000000001 -0.082254999999999981 -0.077024999999999996 -0.008624999999999999 0.084745000000000015 0.09173000000000002 0.084155000000000021 -0.0086549999999999978 -0.22563499999999997 -0.14001499999999997 -0.51144999999999985 -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=3 23 5 9 27 6 14 -8 15 12 11 -6 13 -1 -3 -7 22 18 24 -13 -21 -22 -17 -2 -16 -4 -27 -5 -29 -23
right_child=1 2 25 4 10 8 7 -9 -10 -11 -12 19 -14 -15 17 16 -18 -19 -20 20 21 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00037005326488125746 -0.0023223106027862603 -0.0011250858801917184 -0.0024536733483275248 -1.4816784284166238e-05 -0.0025027177162889299 -0.0023998613135106988 -0.0024942849012042864 0.0010948125343661381 0.002478810895956746 -0.0020562871084592481 -0.0021912475993390934 -0.0014933800878110038 -0.0013557615769460647 0.0017379647399405509 0.0020546524273367308 -0.0019669036080868204 0.00085827826079991072 -0.00078714894265863289 -0.00032571835853217575 0.0017550584530095289 -0.0013201303693705102 -0.00032636593366447284 0.00053047743811512676 -0.00013835220988354124 -0.0003307893953871989 0.00077314827315695341 -0.0020433607648597998 -0.00028862301035657628 -0.0022133114724170672 0.0014607741790198575
leaf_weight=3.3688953630626193 3.5971982646733514 1.1168848089873851 1.9336184896528719 1.0938992630690325 2.1642949227243724 1.987548626959321 1.9187824195250858 2.8789404835551977 1.7161502018570889 2.4344975482672444 3.1087945792824021 2.2029785923659846 2.379942481406033 4.4144315384328356 20.31778727658094 3.2930299546569586 4.7871736139059067 1.1788740679621685 1.6137929596006859 3.2388553824275759 3.2124482095241564 2.8700592797249573 1.3912532944232223 1.6216776296496389 0.91813597083091636 2.3356451317667961 2.0434139631688586 1.2950190678238822 30.850807784125212 2.5246204994618751
leaf_count=44 132 15 51 16 58 20 48 36 25 51 39 23 40 39 403 52 40 8 20 31 51 27 18 13 12 29 21 20 1714 25
internal_value=0 0.000352418 0.000563164 -0.00125543 -0.00152195 0.000810603 0.00123895 -0.000340597 -0.000162893 -0.000143454 -0.000586061 -0.000278276 0.000314743 0.000825541 0.00154032 -0.000558526 -0.000172129 0.00166421 0.00179068 6.44074e-05 0.000354107 -0.00017307 -0.00122517 -0.00164368 0.00195152 -0.00112695 -0.000541128 -0.00206597 -0.00213577 0.000509986
internal_weight=0 54.6499 49.431 65.1595 52.5618 43.1184 29.9432 4.79772 13.1752 12.5978 19.3221 16.2133 10.1633 7.78333 25.1455 11.459 9.47146 24.0286 22.8497 14.049 11.846 8.60713 4.68428 5.21888 21.2359 6.31268 4.37906 33.2397 32.1458 5.39468
internal_count=3121 943 798 2178 2004 697 542 84 155 174 254 215 123 83 458 130 110 443 435 157 134 103 70 145 415 101 50 1750 1734 52
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 12 3 0 0 4 47 39 12 16 42 14 15 4 52 13 47 51 16 38 43 457 151 14 150 1 16 12 3 4
split_gain=10.578 3.98217 3.41053 3.28613 3.6099 2.56549 3.05733 2.35191 2.21195 2.41632 2.03531 2.01218 2.29005 1.68887 1.90122 1.61414 1.61045 1.49094 1.8107 1.35626 1.1543 1.09288 1.07131 1.54218 1.24521 0.988522 0.779789 0.704058 0.601497 0.593508
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 -0.060129999999999996 -0.10607499999999999 0.23246000000000003 0.12119500000000001 0.16946000000000003 0.090545000000000014 0.11346000000000002 0.092620000000000022 0.062655000000000016 -0.098289999999999975 -0.49405499999999997 0.10347000000000002 0.11596500000000001 0.092710000000000015 0.087505000000000013 -0.23935499999999996 0.10386000000000002 -0.084794999999999995 -0.079829999999999984 -0.084129999999999996 -0.45687499999999998 0.11857000000000002 0.13146500000000003 -0.070454999999999976 0.081420000000000006 0.013900000000000001 -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=3 19 5 4 11 7 22 8 9 16 13 12 -1 14 -5 20 26 18 -14 21 -15 -2 -7 -24 -25 -10 -3 -22 -6 -12
right_child=1 2 -4 10 28 6 -8 -9 25 -11 29 -13 17 15 -16 -17 -18 -19 -20 -21 27 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018183211886447944 -0.00030851334932176721 -6.6242578023677025e-05 0.0017065728087451118 -0.0022385396680836573 -0.0019201666049628915 -0.00055942205679503022 -0.0021587124986261453 0.0024495125000858851 -0.0020002683223203288 -0.0018688004390038952 -2.2253228159361933e-06 -0.0021770713909821486 -0.00091481379434579834 0.0012961875692492682 0.00097540244628510804 0.0020771932151565464 -0.0012010722926653408 -0.0011457705096775054 0.0015751987724266681 -0.00026617864600029747 0.00063076634042652697 0.0019161221274125561 -0.00051432019120223132 0.0016207664793969523 -0.00037015124404215572 0.00033740973185148913 0.0014031907258332864 -0.0010119674372894008 3.5204917514049909e-05 -0.0022580397484683211
leaf_weight=2.5455155409872523 1.030206674709915 2.5665815416723481 4.229067498818039 2.2194048492237921 22.090836793184288 2.3961999788880339 1.7599314600229252 0.92789022624492545 6.6104969438165417 3.0406672228127709 0.61172075569629702 2.4648167239502063 1.6667679315432877 2.2188635505735856 1.1633433271199463 2.1867427583783865 2.3145889658480883 1.9639682620763776 4.4293903801590178 1.7922293990850438 1.6093686185777185 8.2417687224224192 2.4397806841880056 8.0524121839553136 1.554175145924092 0.84614652022719372 3.5956927305087509 3.3011398864910007 0.67222167551517387 2.310322572477161
leaf_count=71 15 25 87 54 1591 24 20 13 293 61 5 72 37 25 11 18 32 19 36 19 12 255 29 104 19 9 47 42 4 72
internal_value=0 0.000273251 -2.36241e-05 -0.00103287 -0.00137265 -0.000226289 0.000375331 -0.000716074 -0.00087088 -0.000311435 -0.000253431 -0.000519685 -0.000134498 9.91697e-05 -0.00113325 0.00054667 0.000247195 0.00039728 0.000894397 0.00135548 7.72232e-05 0.00166894 0.000684122 0.000931482 0.00129867 -0.001735 0.000791173 -0.000473578 -0.00186242 -0.00178579
internal_weight=0 51.3978 40.3336 51.4544 35.8335 36.1046 16.2025 19.9021 18.9742 11.5175 15.6209 13.0705 10.6056 12.6989 3.38275 9.31611 8.47686 8.06013 6.09616 11.0642 7.12937 9.27198 14.4426 12.0464 9.60659 7.45664 6.16227 4.91051 22.7631 2.92204
internal_count=3121 1052 763 2069 1830 676 196 480 467 165 239 235 163 162 65 97 104 92 73 289 79 270 176 152 123 302 72 54 1595 77
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 47 4 52 3 50 123 3 14 16 1 3 48 128 0 2 48 148 13 11 42 2 15 1 1 13 160 1 374
split_gain=20.4993 7.6222 4.71786 3.3922 3.36306 3.16831 3.16387 3.01261 2.9597 2.18939 2.1758 3.35748 1.94846 1.93009 1.96343 1.60485 2.1332 1.40391 1.34705 1.28009 1.20383 1.60911 1.55195 1.08407 1.07044 0.979839 0.960143 0.832577 2.13179 0.582941
threshold=0.10439500000000002 0.079890000000000017 0.085770000000000027 0.40124500000000002 -0.24456499999999998 0.10732000000000001 0.11843500000000001 1.0000000180025095e-35 -0.10023499999999998 0.077685000000000018 -0.061854999999999993 0.11588000000000001 -0.097604999999999983 0.12879500000000002 0.086435000000000012 -0.23001499999999997 0.079055000000000014 0.086035000000000014 -0.080634999999999984 0.10820000000000002 0.080455000000000013 -1.0000000180025095e-35 0.08622500000000001 -0.055554999999999993 0.13288500000000003 0.09253500000000002 -0.023499999999999997 -0.080409999999999995 0.11230000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -2 12 9 8 19 13 11 -4 20 14 18 17 -17 -10 -6 -1 21 -3 -23 -12 -13 -9 -24 28 -20 -27
right_child=2 3 10 -5 6 -7 -8 25 15 -11 23 24 -14 -15 -16 16 -18 -19 27 -21 -22 22 26 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0015522608168416403 -0.0012427360448417706 -0.001885451053414082 -0.00093080657475208615 0.0014700609174787826 -0.00023371425592460545 0.00017864402492976517 -0.0013038238587095557 -9.837406622021328e-06 0.00055962864013547843 -0.0010444773272745718 -0.0017741047667229988 0.00053261821789647354 -0.0017443811690595044 -0.00021582883465409816 -0.0008279212823882415 -5.0819560066336294e-05 -0.0018689206611599753 -0.00098268610211659727 -0.00094702330112488291 -0.0002199897563985746 -0.0019152324248003243 -0.0015094226801522532 -0.00063088186112978339 -0.00023039604463750242 0.0022132207036351763 0.0018162160162239849 0.00081780581687249457 0.0018630118209540284 0.0017724453092705602 0.00038795265065681304
leaf_weight=2.508573552593595 2.261374754831194 2.7722558584064236 4.4898640494793636 1.3447656780481327 1.2670552283525669 3.7406942509114733 1.7633075080811966 3.0665408279746762 3.4850150309503141 1.3601743541657914 3.7331421114504337 3.0858467537909746 39.682375544682145 2.4730217456817618 1.1634168587625016 2.8908029571175522 7.6452004313468933 4.267330713570118 1.309552330523746 2.8070971667766571 3.4065782073885194 2.4664492346346361 2.6328104380518198 2.4484073072671881 2.0504038706421852 2.7502842210233212 3.4169876985251904 17.008457142859683 3.2928682118654251 1.4025112912058828
leaf_count=25 52 99 38 12 12 19 21 34 37 10 67 32 1731 20 12 36 143 37 15 19 86 36 31 25 22 49 29 299 60 13
internal_value=0 -0.000983646 0.000477403 -0.0013608 0.000876514 -0.0014263 0.00103821 -0.000256067 -0.00056778 0.00118637 -0.000327987 0.000208015 -0.0015367 0.00130081 0.00145682 -0.000911964 -0.00137008 -0.000289349 0.001573 0.000616371 -0.000975892 -0.000692424 -0.000304063 -0.00116267 0.00120352 0.000763097 0.000187352 0.00167893 0.00099866 0.00133385
internal_weight=0 90.2863 47.7069 59.4629 31.8992 58.1182 29.6379 30.8234 23.604 27.8745 15.8077 9.62611 54.3775 26.5144 24.0413 18.2883 10.536 7.75235 22.8779 5.31567 14.6951 11.2885 8.51625 6.18155 5.13625 7.21934 6.0498 21.6109 4.60242 4.1528
internal_count=3121 2436 685 2043 501 2031 449 393 297 428 184 92 2012 418 398 253 179 74 386 44 281 195 96 92 54 96 60 374 75 62
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 12 47 52 13 52 51 3 15 16 1 159 474 43 147 4 4 16 42 41 0 50 4 48 148 2 12 15 15 15
split_gain=25.4481 8.48629 5.45651 4.4973 3.48001 3.47076 3.19753 3.12773 2.79884 2.49632 3.50028 2.43944 3.10304 2.25572 1.85352 2.49667 2.93876 2.61089 1.70048 1.77359 2.35325 1.69658 1.37084 1.28161 2.11235 1.27666 1.18923 1.14917 1.10742 1.08161
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.28430999999999995 -0.15078499999999997 0.13796000000000003 -0.097539999999999974 -0.097604999999999983 0.082685000000000022 -0.061854999999999993 0.13288500000000003 -0.029685 0.085860000000000006 -0.023869999999999995 0.08598500000000002 -0.0016099999999999997 0.0052350000000000009 -0.094359999999999986 -1.0000000180025095e-35 0.078065000000000009 0.11070500000000001 0.11720500000000002 -0.46376499999999993 0.12879500000000002 -0.080634999999999984 0.11448000000000001 0.12069000000000002 -0.14712999999999996 -0.055554999999999993 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 6 3 -2 -3 21 -1 18 11 10 13 -8 14 -4 15 22 -17 -18 -6 20 29 23 -13 24 -5 -7 -26 -15 -11 -20
right_child=2 4 9 5 7 25 8 -9 -10 28 -12 12 -14 27 -16 16 17 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0018050664250301798 -0.0015970506425777814 -0.00015409778335417069 0.00085909533475162522 -0.00049144524353635696 -0.0017656913850616928 -0.0013926950228754374 -0.0016199699201762206 -0.001660627244062433 -0.0018565501159838198 -0.0016360349788909392 0.0020798874034042014 -0.00068897607753414696 0.0020724890829558122 -0.00012407718879831338 0.0017120259984709392 -0.0019388817551054956 -0.0011735418578741213 0.00086328535649108078 0.00075792569638585068 -0.0019374481330791597 -0.0014981530454484752 -0.00053719387144463579 0.00082025660098402546 0.00023250277856385108 0.0016941572907936033 0.00050782386439428165 0.00049740575356769492 -0.0017697107693148818 -0.00023875888338110212 -0.0007167213356324355
leaf_weight=3.316224852576851 1.9463568441569794 6.8249174319207659 3.0178313218057164 1.5071003362536526 3.7136923260986796 1.9906952790915955 2.1779667325317922 42.36040211841464 2.2712159827351561 3.9796814415603876 2.297425914555788 2.161914501339198 2.3614137358963481 2.2682444266974935 1.7436538897454728 3.457171525806185 3.2348280474543665 3.9680431466549542 5.0661559365689737 1.9167518932372321 2.710448794066906 1.4597241990268219 8.0491014271974652 2.7532363608479491 21.351435080170635 2.0128483772277832 2.6422294750809661 2.5552209373563528 2.6930591538548461 1.9507637023925779
leaf_count=72 47 60 29 13 115 23 26 1720 33 67 22 19 20 15 17 40 43 39 45 28 46 13 79 22 342 20 27 26 25 28
internal_value=0 -0.000936417 0.000517526 0.000890083 -0.0012904 0.00103365 -0.000238613 -0.00142476 -6.20745e-05 -0.00027281 0.000253242 8.80186e-05 0.000236959 -0.000281948 4.52936e-05 -9.3952e-05 -0.000663571 -5.1459e-05 -0.000774192 -0.00045797 -0.000166443 0.00123183 0.000500716 0.00132323 0.00144099 -0.000437177 0.00156237 -0.000995848 -0.00107211 0.000347961
internal_weight=0 97.2847 52.4751 35.6636 64.5431 33.7173 32.7415 57.7182 29.4253 16.8115 10.1387 27.1541 24.9761 7.8413 22.6147 20.8711 10.66 7.20287 15.3578 11.6441 9.72737 29.7137 10.211 28.254 25.5008 4.00354 23.9937 4.82347 6.67274 7.01692
internal_count=3121 2430 691 507 2042 460 388 1982 316 184 92 283 257 70 237 220 122 82 262 147 119 417 98 404 382 43 369 41 92 73
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=1 12 47 52 4 3 51 52 16 1 15 3 159 474 42 43 12 11 42 2 12 4 4 150 151 51 15 15 1 13
split_gain=20.3236 7.55644 4.37433 3.43412 3.34549 3.56067 2.88121 2.86156 2.37566 2.88153 2.36831 2.27919 1.94203 2.96982 2.00257 2.46402 1.68894 1.45595 1.83887 1.53073 1.24248 1.09625 2.71915 2.1602 1.02988 1.53324 1.12407 1.02467 1.02041 0.953984
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.28430999999999995 0.40124500000000002 0.10732000000000001 -0.097539999999999974 0.13796000000000003 -0.061854999999999993 0.11588000000000001 0.082685000000000022 -0.097604999999999983 -0.029685 0.085860000000000006 -0.0060199999999999993 -0.079109999999999986 -0.040564999999999997 0.080455000000000013 -1.0000000180025095e-35 0.08622500000000001 0.088725000000000012 0.0061450000000000003 -0.0016099999999999997 0.090480000000000019 -0.081519999999999981 0.123935 0.035560000000000008 -0.055554999999999993 0.13288500000000003 -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 6 3 -2 5 11 -1 16 9 -4 12 17 -8 14 -14 -16 -5 18 -3 -20 -9 22 -17 -23 -18 26 -26 -10 -11 -21
right_child=2 4 8 7 -6 -7 10 20 27 28 -12 -13 13 -15 15 21 24 -19 19 29 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018250832250019389 -0.0015572546784776381 -0.0017891963584034641 -0.00077974413137567398 0.001811249085232017 0.0014648151761790869 0.00030416877463811353 -0.0015652653687301342 0.00049404011668423471 -0.0016550474642026357 0.00051911253542242478 -0.0018716372997364388 -0.0016632543709612011 -0.0010638104090053614 0.0020849424784262507 0.0012724519551094446 0.00017395553379190046 0.00012866673088578502 -0.0018282716236998153 -0.0013350092923613546 -0.0005200322519075684 -0.0014518387760162335 -0.00044556367293494567 -0.0019817659161661168 0.0017981366053070168 0.0015450610435406142 -0.00020025651049807334 0.00016394199419379122 -0.00024769366607749741 0.0020887375591623742 0.00083368329419865545
leaf_weight=3.0568298306316164 1.7092493474483443 2.8216064348816863 4.3138087727129442 7.7794503010809448 1.2767836079001416 3.6309673301875582 1.9895965382456875 2.0093597546219821 3.8571758270263672 3.1834711451083422 2.00038868933916 40.051286509260535 4.1693112794309988 2.2248099893331519 5.0376031529158523 5.10297249630095 4.3335236087441507 3.6464887857437125 2.4871000498533231 2.6722610257565975 1.8555916137993334 3.1106130555272102 2.5950067937373706 2.1222369223833084 10.448347818106415 2.3243473656475535 2.0768557116389266 2.5111104100942603 1.9718699455261228 3.5819039605557919
leaf_count=72 47 99 38 190 11 19 26 20 67 32 33 1731 56 20 63 40 43 86 36 31 23 36 28 14 147 19 18 25 22 29
internal_value=0 -0.000925209 0.000448695 0.000808422 -0.00128107 -0.0013406 -0.000243519 0.000939588 -0.000290335 0.000254261 -7.30025e-05 -0.00144867 6.35316e-05 0.000196549 6.76859e-06 0.000255181 0.00113737 -0.000883599 -0.000585685 -0.000197201 -0.000440191 -0.000141129 -0.000552743 0.000464392 0.000864092 0.00107871 0.00131605 -0.00110011 0.00111948 0.000255272
internal_weight=0 91.5778 48.3742 32.5367 60.1684 58.8916 31.4094 30.8275 15.8374 9.46915 28.3525 55.2606 26.3522 24.3626 22.1377 17.9684 26.9625 15.2094 11.5629 8.74127 3.86495 12.9308 7.69798 5.23285 19.1831 14.8496 12.5252 6.36829 5.15534 6.25416
internal_count=3121 2430 691 507 2042 2031 388 460 184 92 316 2012 283 257 237 181 417 281 195 96 43 118 68 50 227 184 165 92 54 60
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=1 12 3 4 3 39 4 47 50 48 2 3 4 52 1 130 128 16 48 46 457 3 42 11 15 12 15 43 2 13
split_gain=6.56338 2.74479 2.64138 2.52029 2.38951 1.98471 1.88925 3.37485 2.26103 1.88298 2.03871 1.59682 1.51282 1.78551 1.45956 1.44532 1.4346 1.29883 1.26773 1.24408 1.19543 1.15182 1.14893 1.07477 1.1718 1.00219 1.67722 2.66761 0.853808 0.757591
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 -0.15764999999999998 0.090900000000000009 0.15619500000000003 -0.013125 0.13148500000000005 0.11534500000000002 0.12879500000000002 0.098035000000000011 -0.097604999999999983 -0.49405499999999997 0.10347000000000002 0.083135000000000014 -0.0070449999999999992 0.089035000000000017 0.0057500000000000008 0.085325000000000012 0.089105000000000018 -0.079829999999999984 0.11296500000000002 0.097020000000000009 0.076560000000000003 -0.094549999999999981 0.084100000000000022 -1.0000000180025095e-35 -0.04890499999999999 -1.0000000180025095e-35 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 12 11 6 15 8 9 10 18 14 13 -1 17 -3 19 -5 22 20 -2 -12 23 24 -8 26 -13 -28 -17 -14
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 21 25 29 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0039865986033848664 -0.00099336558158310433 0.0026921889777138598 0.0028651586632980927 -0.0039520354448832947 0.00012104971347361999 0.0041728526525355502 0.00074348233597899078 -0.0041508281212968472 -0.0039175127190626581 -0.0030798810745384666 0.0034638684884010901 -0.0033055150475608109 -0.0011512035372258514 0.00072069610148426928 0.0015474443372139974 0.0020737432945620803 -0.0032027838269277063 -9.5207296084197292e-05 -0.00306848939579767 -0.0020564897137646115 0.0034375112132541642 0.00059871509844779635 0.0037496255340535543 0.0027133361105719464 -0.0026328527625101637 -0.0036541328595919771 0.0064772106346603882 -0.0018196387649708143 -0.0030825992404339294 0.0016755828420446366
leaf_weight=2.2896447097882628 0.90112201310694118 0.7072832928970455 3.4540034625679246 2.4463968509808174 5.0589956585317841 1.1615068949758995 2.9028589697554801 2.4350217720493665 1.5033226720988739 1.5888069309294213 4.9217194234952322 4.6503987833857536 1.664195694029331 1.9481825912371276 1.9985721567645667 0.44945445284247387 0.62049101106822568 2.1368504660204053 1.5605683755129565 0.71825655177235592 6.778949158266184 2.9203910138458014 1.2021841742098329 1.4219886250793932 2.4984597694128818 13.543683487921951 0.67858106363564763 1.992833748459822 6.2900537187233594 4.841224476695059
leaf_count=60 15 12 87 122 47 23 34 30 34 13 91 185 11 18 35 6 9 37 16 9 256 37 15 16 61 1405 13 81 288 55
internal_value=0 0.000322393 -0.000135535 -0.00165985 -0.00216142 -0.000463901 -0.000641047 -0.000127886 0.000349492 0.000686806 0.00103019 -0.00258212 -0.00014221 -0.0018226 -0.00102996 -0.00222291 0.00210041 -0.00215386 -8.78741e-05 0.00249222 0.00291763 0.00239689 0.000491711 -8.22943e-05 -0.000818291 -0.00307174 -0.00199444 0.00028789 -0.00273873 0.000952443
internal_weight=0 44.0364 35.0176 43.2496 32.5063 31.5636 30.4021 22.9553 20.5203 19.017 17.4282 27.4473 10.7432 4.23783 6.58182 7.44679 9.01882 4.58325 9.58606 8.39833 7.68007 7.84211 8.02549 6.82331 5.40132 20.8655 7.32181 2.67141 6.73951 6.50542
internal_count=3121 1052 763 2069 1925 676 653 347 317 283 270 1878 144 78 194 306 289 159 142 280 271 128 126 111 95 1684 279 94 294 66
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 3 14 475 38 150 2 376 3 0 49 48 160 147 15 1 0 48 1 3 0 484 15 12
split_gain=15.5758 5.69688 4.91932 3.37523 3.20873 3.76451 2.97814 2.78846 2.05619 2.14218 2.0407 1.90306 1.81618 1.67465 1.87255 1.98001 1.53521 1.52363 1.65189 1.76298 1.94087 1.40156 1.21278 1.18853 1.29961 1.18056 1.06705 1.05119 1.02638 0.940039
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 0.10732000000000001 0.086785000000000015 -0.17966999999999997 0.10965000000000001 -0.097604999999999983 0.062655000000000016 -0.080204999999999985 0.10657000000000001 0.11235000000000002 0.13247500000000004 0.049360000000000008 -0.12018999999999998 -0.10096999999999999 -0.048674999999999989 0.12879500000000002 -0.079279999999999975 0.10271500000000001 0.035560000000000008 0.14000500000000002 -0.060129999999999996 0.086260000000000017 0.086105000000000015 -0.10519499999999998 0.10455500000000001 0.08660000000000001 -0.14712999999999996 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 8 10 7 5 -4 12 16 9 27 -2 13 17 14 -11 23 -3 18 -7 20 29 25 -18 24 -16 -6 -24 -1 -27 -20
right_child=2 3 4 -5 21 6 -8 -9 -10 11 -12 -13 -14 -15 15 -17 22 -19 19 -21 -22 -23 26 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00021898205162796102 0.0017741427461365835 0.0003918252324257226 -0.0017534468759830993 0.00037401169538025755 0.00028770672573922478 -0.00041079382623481224 -0.0017296362737845943 -0.0018040116692098556 -0.0019820813934947413 0.00040265152605792055 -0.00026517179243851181 0.0016561947255417011 0.0019694228237419967 0.00078763702226729727 -0.00097906997599677185 -0.0019071263080289468 -0.001894796366022999 -0.0010640830122037308 0.0020549838579896956 -0.00073764348148273754 -0.00022597309548379294 0.00057863982986976496 0.00023480411447539287 -0.001360397269626373 0.00079077252936969383 0.00016527212561310087 -0.0015307731016301011 0.0021620891968283941 -0.0015869091295279715 0.00064517575779664748
leaf_weight=2.0463462434709139 9.364915354177354 2.9334139600396147 2.3906932054087511 3.4173690080642691 1.9128350019454945 3.1755950525403049 1.6202208437025536 30.019425069913268 2.2901045680046073 3.8219742365181579 1.9770711511373509 1.4126645848155011 3.8475770931690922 2.7801959887146941 2.4767666589468824 5.3956843186169694 3.8566202633082858 1.6850738897919644 6.5310495775193065 1.5749052315950383 2.1393072046339503 2.2861657328903666 2.6908403523266307 3.3977329172194004 3.1178448982536793 1.3267690911889047 1.9743153434246776 1.6921174768358467 6.876605076715351 2.0728337690234184
leaf_count=30 240 29 78 18 18 38 26 1660 48 29 18 11 79 34 44 134 140 12 99 15 24 20 23 35 26 15 28 16 114 20
internal_value=0 -0.000963702 0.000366313 -0.0013683 4.75143e-05 0.000423329 0.000653121 -0.00151186 -0.000324856 -0.000179676 0.00141866 -0.000392967 0.000836728 -0.000530878 -0.000732181 -0.00103363 -0.000746259 0.000583035 0.000762174 0.00106456 0.00132876 -0.00071116 -0.00113802 -0.00050951 7.25309e-06 -0.00100264 -0.000512396 0.00109848 -0.00130352 0.00171534
internal_weight=0 73.3234 48.7816 44.892 37.4396 25.0373 22.6466 41.4746 28.4314 26.1413 11.342 22.4029 21.0263 20.9902 18.21 14.388 11.4552 17.1788 15.4937 12.3181 10.7432 12.4024 8.52178 8.99234 5.59461 10.1162 4.66516 3.73846 8.20337 8.60388
internal_count=3121 2305 816 1898 558 391 313 1880 407 359 258 313 287 302 268 239 220 208 196 158 143 167 191 105 70 147 51 46 129 119
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=12 4 14 13 132 1 0 47 48 13 52 1429 47 4 51 0 457 12 3 1429 2 4 43 13 157 1 1 159 0 15
split_gain=6.15918 3.58155 2.52397 2.52611 2.57722 2.31657 2.11101 1.80637 2.01831 1.56162 1.40555 1.36037 1.36879 1.63613 1.89583 1.45132 1.33869 1.26627 1.57352 1.25884 1.20715 1.17674 1.12385 1.51555 1.03201 0.929781 0.921076 0.923335 0.87814 1.2753
threshold=0.079890000000000017 0.181285 0.078320000000000015 -0.004174999999999999 0.080640000000000017 1.0000000180025095e-35 -0.060129999999999996 0.079855000000000023 0.086665000000000006 0.11596500000000001 0.13796000000000003 -1.0000000180025095e-35 0.092710000000000015 0.0061450000000000003 0.087505000000000013 -0.096374999999999975 0.080930000000000016 0.084100000000000022 -0.084074999999999997 0.087935000000000027 0.091265000000000013 -0.10429499999999998 -0.074359999999999996 -0.47860499999999995 -1.0000000180025095e-35 0.13743000000000002 0.13021500000000003 -0.50206999999999991 -0.17169499999999996 -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 6 3 5 11 21 16 -7 -9 22 -3 -5 13 14 15 -13 17 18 19 -2 -18 -1 24 -24 -8 -14 27 -19 -15 -30
right_child=1 10 -4 4 -6 7 9 8 -10 -11 -12 12 25 28 -16 -17 20 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0021959318051089087 -0.0031285834280494525 0.00080709871852956291 -0.0031812042980506076 -0.0034323179214603185 0.0032797894299314667 0.0030286845736189091 -0.0019439100215052438 -0.0021334272728960463 0.0024696638209491853 0.0018906624302399537 -0.0025760767636794197 0.0017781265607825407 -0.0024582316346841112 0.0020253503907543334 -0.0027528635753244122 -0.0010338095430682847 -0.0021454201503387652 0.00081669044428971235 0.0029770574726139115 0.0035021077583417986 0.0025636571933026122 -0.0027710667896301178 0.00053517651329935902 -0.0028925661015369508 0.0016542147879618563 0.00049274382803220326 0.0032817784863692851 -0.0031520316291633018 0.0012831834438877313 -0.0028430502399974344
leaf_weight=0.63720248639583621 1.787420408800245 8.0413927575573307 1.8776439391076554 1.28702664095909 1.9970747958868731 7.3145407671108824 1.2362245591357353 1.6533422563225033 1.9809983568266032 1.7886146940290917 1.3580029327422369 3.1351080983877258 3.5407231710851184 5.0098749548196793 2.8518989607691765 3.8927362225949742 1.1471260292455547 0.57393228542060271 0.78553974349051969 0.31927094794809807 0.93463891372084607 1.546418759971856 1.6541077811270941 4.6538751358166373 1.9340346036478866 1.4133663438260553 0.22240480780601402 16.477750163059682 2.2392454613000159 1.0367703922092895
leaf_count=7 143 126 39 40 33 291 33 21 39 28 34 35 59 52 46 60 66 29 21 3 17 50 11 165 34 11 4 1563 50 11
internal_value=0 -0.00135961 0.000303191 0.00046867 -7.96507e-05 0.00157111 -0.00183019 0.00214803 0.000375615 -0.00074542 0.000318305 -0.000354536 -0.000183202 0.00020764 -0.000637731 0.00022059 -0.00237954 -0.00262195 -0.000738314 -0.0021237 -3.12108e-05 -0.00132165 -0.00124287 -0.00199373 0.000251146 -0.00161634 -0.00293734 -0.00301845 0.00121562 -2.26579e-05
internal_weight=0 42.9143 41.414 39.5363 26.4038 13.1325 33.5149 10.9489 3.63434 11.2669 9.3994 24.4068 23.1197 18.1656 9.87974 7.02784 22.2481 20.1663 2.89223 2.10669 2.08176 2.18362 9.47824 6.30798 3.17026 4.95409 17.2741 17.0517 8.28589 3.27602
internal_count=3121 2277 844 805 397 408 2117 351 60 271 160 364 324 254 141 95 1846 1763 167 146 83 57 243 176 67 70 1596 1592 113 61
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=4 12 48 43 3 50 52 39 453 43 3 52 52 52 16 0 160 3 147 51 1 41 52 156 0 1 16 15 160 15
split_gain=16.671 8.87742 4.70239 4.31869 4.46924 3.51722 3.18891 2.90104 2.6617 2.08945 2.00846 1.75389 1.63037 1.43463 1.21446 2.12162 1.29388 1.19542 1.14312 1.12861 1.10281 1.05876 1.39357 1.55182 1.05097 1.03292 1.96558 0.633509 0.617622 0.505936
threshold=0.27834500000000006 0.051320000000000005 0.12933000000000003 -0.04890499999999999 0.20828500000000003 0.11875500000000001 -0.037344999999999996 0.14059500000000003 1.0000000180025095e-35 -0.40263499999999991 0.14121000000000003 -0.087284999999999988 -0.0092699999999999987 0.081010000000000013 -0.0092699999999999987 -0.084889999999999979 -0.030779999999999998 -0.10023499999999998 0.10271500000000001 0.082455000000000014 0.077845000000000011 0.078065000000000009 -0.12005499999999998 0.082410000000000011 -0.059114999999999994 0.111945 -0.5335399999999999 0.17980000000000004 0.098320000000000005 -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=1 3 5 6 11 8 9 10 18 -1 17 -5 -6 -8 16 -16 -13 21 25 29 -11 22 -3 24 -24 26 -2 -19 -21 -18
right_child=2 7 -4 4 12 -7 13 -9 -10 20 -12 14 -14 -15 15 -17 19 27 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083290639021719635 0.0014275934857242189 -0.0014004327563178773 -0.0014834651244728546 -0.0014833823691503766 0.0015047615830017546 -0.0012097079225523728 -0.0013002230126869178 0.0015065059823425684 -0.0010491615826068751 -0.0001144303891768336 -0.00021247333136728815 -0.0016408130503186174 -0.00024221906955698198 6.1007917165172728e-05 0.00087213874372422224 -0.00083377406780094294 -0.00071767396273550877 -0.0013891020916140166 -0.00014760063769209982 0.00023156005004676948 0.0015200442574729502 -0.0016031688431779813 -0.0011984145024493379 0.00066839774731787538 -0.00027883211069929729 0.0014810391735653825 -0.00034700670223632168 -8.2772396266007718e-05 -0.00070608745976596509 -0.0015002218654167579
leaf_weight=1.1595650687813757 2.8734077624976635 5.8050293996930167 2.2905407324433318 8.0419005788862687 2.0765288192778826 1.7907395064830769 2.6103598959743959 0.76254283450543781 1.3110669404268254 0.98372613638639439 3.5953151136636725 3.7586741857230654 2.1261412519961587 3.6535659208893776 2.3130985870957375 3.770842127501969 3.3783728741109362 66.131126159802079 1.4411763679236163 2.7927489317953587 4.6443142741918564 4.4994265511631957 5.289652373641732 1.725245006382466 4.5430385768413499 8.0113628562539798 2.1426305100321832 0.7381791565567245 2.7337068393826485 3.129829168319703
leaf_count=13 42 115 17 103 44 14 26 14 10 9 20 35 25 36 22 37 39 1855 17 22 108 62 92 15 35 215 25 10 18 26
internal_value=0 -0.000966341 0.000406388 -0.000470753 -0.000733168 0.000652756 0.000215303 -0.00121748 0.000864117 0.000881192 -0.00123998 -0.000923379 0.00062096 -0.000506257 -0.000717527 -0.00018519 -0.000922594 -0.00128161 0.00103749 -0.00069828 0.00123435 -0.000996949 -0.000839853 -0.0005583 -0.000773536 0.00116859 0.000669562 -0.00137468 -0.000232255 -0.00109401
internal_weight=0 140.263 19.8609 47.1734 34.1218 17.5704 13.0515 93.0896 15.7796 6.78761 92.327 29.9192 4.20267 6.26393 21.8773 6.08394 15.7933 88.7317 14.4686 12.0347 5.62804 21.8624 17.363 11.5579 9.83269 13.0274 5.01604 66.8693 5.52646 6.5082
internal_count=3121 2781 340 563 371 323 192 2218 309 130 2204 302 69 62 199 59 140 2184 299 105 117 319 257 142 127 282 67 1865 40 65
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=12 4 14 13 132 1 0 47 48 0 457 52 16 15 12 3 1429 480 156 457 4 150 2 2 3 2 2 159 474 42
split_gain=5.64527 3.33208 2.23774 2.43924 2.37669 2.13008 2.02351 1.68181 1.76625 1.47849 1.23376 1.21943 1.19407 1.17769 1.1695 1.2983 1.14398 1.11439 1.25842 1.16273 1.10792 1.05831 1.03832 1.02855 1.31857 1.13585 0.939414 0.821119 0.798605 0.795239
threshold=0.079890000000000017 0.181285 0.08840000000000002 -0.004174999999999999 0.080640000000000017 1.0000000180025095e-35 -0.060129999999999996 0.079855000000000023 0.10396500000000002 -0.053834999999999994 0.080930000000000016 0.13796000000000003 0.40020000000000006 -0.47308999999999996 0.084100000000000022 -0.084074999999999997 0.087935000000000027 1.0000000180025095e-35 0.091255000000000017 -0.0029299999999999994 -0.014149999999999998 0.11740500000000002 0.091265000000000013 0.097220000000000015 -0.13309499999999996 0.10327000000000001 0.11293500000000002 -0.50206999999999991 0.087265000000000023 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 6 3 5 13 20 10 -7 -9 -8 14 -3 23 -5 15 16 -2 18 19 -15 -1 -21 -12 24 -11 -25 -27 -16 -20 -28
right_child=1 11 -4 4 -6 7 9 8 -10 12 22 -13 -14 17 27 -17 -18 -19 28 21 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=0.0014330479382647736 -0.0035672751898983058 0.00079080647321159222 -0.0041178013467588715 0.0038498779501154349 0.0036446371276848862 0.003371941884548051 0.0023647736660243304 -0.0013877035783357752 0.0037190394291313415 0.00049175457447978195 -0.0023829500000425493 -0.002835621219411557 -0.0036728803321130709 -0.0022999762108277888 0.00068087227538340944 0.0027216054617907682 0.0038393808541246628 -0.0037735984219224956 -0.0047423464848773845 -0.00016148339703754433 -0.0036843281290751045 0.0023932420689737016 0.0026157103996895005 0.0025280502580045439 -0.0039196810548238221 -0.0041448758802334331 0.0040847405419039608 -0.0034984778475978169 -0.00019412261881304662 -0.0014286113577206599
leaf_weight=0.90948736574500832 1.7094055591151125 8.1051893560215813 1.3785148095339526 0.75526917539537564 1.8655363339930762 6.8672114815562946 1.5008042631670822 2.3542310995981102 1.2926983414217827 1.4076374117285015 1.1411613300442689 1.329960855655371 2.1703965608030558 2.7087683267891505 0.6009470820427002 0.84928545914590614 0.30238987691700447 1.2911842633038748 1.2794649573042982 15.434409316629173 1.2212174050509919 2.2949988264590493 0.92869140207767475 1.8320559374988077 2.0515241529792565 0.8357614325359467 0.50408577825874068 16.019297836814072 0.757151499390602 0.89406664483249187
leaf_count=11 143 126 23 16 33 294 29 33 31 19 66 34 116 34 29 21 3 26 33 211 46 30 17 13 30 10 5 1567 23 49
internal_value=0 -0.00155831 0.0002775 0.000432733 -0.000174715 0.00170033 -0.00208786 0.00234888 0.000422443 -0.000877293 -0.00271677 0.000279632 -0.00137914 -0.000465285 -0.00299053 -0.000917664 -0.00245399 -0.000602419 -0.000420234 -0.000158038 -0.00149999 0.000169215 -0.000140175 -0.000717585 -0.00212453 0.000479391 -0.00120074 -0.00334736 -0.00305146 0.000559156
internal_weight=0 42.1827 40.4101 39.0316 26.3868 12.6448 32.7475 10.5141 3.64693 11.1963 21.5512 9.43515 9.69553 24.5212 19.4813 2.86108 2.0118 23.766 22.4748 20.4382 2.1307 17.7294 2.06985 7.52513 3.45916 4.06597 2.23391 16.6202 2.03662 1.39815
internal_count=3121 2277 844 821 406 415 2117 358 64 271 1846 160 242 373 1763 167 146 357 331 275 57 241 83 126 49 77 64 1596 56 54
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=4 12 151 9 50 39 151 47 456 3 132 15 376 2 3 147 2 41 48 160 15 3 41 52 0 1 39 16 0 15
split_gain=12.3828 6.13742 3.91738 3.71206 3.05714 2.73019 2.54986 2.28189 2.17766 1.93379 1.95553 1.78381 1.6478 1.5186 1.47102 1.38425 1.81925 1.59856 1.04983 1.31148 1.32132 1.04383 0.941432 1.18213 1.19225 1.05556 0.89134 0.67382 1.30619 0.545161
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 0.11875500000000001 0.14059500000000003 -0.086769999999999986 0.12794000000000003 0.077935000000000018 0.20828500000000003 0.081465000000000024 -0.097454999999999986 0.049360000000000008 0.113445 0.14121000000000003 0.097985000000000017 0.10774000000000002 0.08178500000000001 0.090390000000000012 -1.0000000180025095e-35 -0.074054999999999996 -0.10023499999999998 0.078065000000000009 -0.12005499999999998 -0.060129999999999996 0.083135000000000014 0.087015000000000009 -0.011989999999999999 -0.10324499999999999 0.17980000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 7 14 8 13 -5 10 12 -11 18 15 21 16 17 -4 27 -20 -21 22 23 -3 25 -25 -14 -8 -29 -23
right_child=2 5 4 6 -6 -7 9 -9 -10 11 -12 -13 26 -15 -16 -17 -18 -19 19 20 -22 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0022492398054642926 -0.0022771152049551962 -0.0020218207291004373 0.0021635703824475347 0.0017275230631608118 -0.0018375589073915477 0.0021801058669550532 -0.0021303575106400513 -0.0017448894593469916 -0.0012950927775778728 -0.0017975706071483412 0.00055859726826091921 0.0015627950543003319 -0.0012357695947817285 0.0021053615268688658 -0.00043936804096305157 -0.0015301469463857669 -0.0013539807009689865 -0.00072426525170300076 -0.0023144199868094547 0.00036473687646983833 -0.0015845169054380286 -0.0019821977777090532 -0.0022986289724800527 -0.0021999709083337553 -3.4334325244271931e-05 -0.0004140852149023642 0.00076087640670307721 0.00010801014889962003 -0.0017708912066514836 -8.7048850226588079e-05
leaf_weight=1.6370692122727621 1.9437133893370653 4.6890303846448669 3.9672288298606855 2.684504145756363 1.6438339017331589 0.73724777810275455 10.087541466578843 1.0796156749129284 1.5662407204508779 0.95746751502156291 2.4466817285865536 2.0789757072925559 1.6003685016185039 5.8458761945366859 3.3547884188592425 0.99206525459885586 1.0613184012472627 0.99495533294975746 2.0114864557981491 3.6109954323619604 2.4038134738802892 54.443508788943291 3.8879972435533992 3.1636593211442232 4.7208220846951008 2.427114512771368 2.2079334110021591 1.9583301283419139 7.1102578584104821 0.63727253116667171
leaf_count=47 15 115 99 50 14 14 106 10 17 8 34 51 19 167 20 11 13 11 22 35 22 1855 62 73 39 30 32 23 97 10
internal_value=0 -0.00138274 0.000449832 -0.000758448 0.000789931 -0.00172152 -0.000879353 0.00109975 0.000613802 -0.00105337 -0.00119472 0.000503187 -0.00133314 0.00133853 -0.00175872 0.000699552 0.00106678 0.00158454 -0.00150896 -0.000890479 -0.000414281 -0.00181856 -0.00140532 -0.00117378 -0.000788149 -0.00142467 -7.81772e-05 -0.0017681 -0.00136515 -0.00196027
internal_weight=0 120.423 17.5286 42.3617 15.5849 78.0614 40.7246 13.9411 4.25074 36.4739 33.4374 3.03644 30.9907 12.8614 77.3242 7.01557 6.0235 4.96218 27.1824 8.0263 6.01481 73.9694 18.8886 15.0006 10.3116 5.59077 3.8083 19.1561 9.06859 55.0808
internal_count=3121 2781 340 563 325 2218 516 311 67 449 390 59 356 301 2204 134 123 110 305 79 57 2184 319 257 142 103 51 226 120 1865
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 12 12 47 52 50 13 3 51 52 474 38 42 41 0 1 150 43 4 48 2 160 0 1 12 4 12 1 4 47
split_gain=20.9567 6.3608 5.32243 3.95439 4.05525 3.5865 3.42174 3.16526 2.49901 2.48069 2.20423 1.86735 1.66334 1.77545 1.89826 1.64335 1.60572 1.89181 1.51462 1.4796 2.40418 2.79129 1.44107 2.51457 1.29292 1.61855 1.1937 1.14912 1.12759 1.257
threshold=0.10089500000000001 0.079890000000000017 -0.064509999999999984 0.086785000000000015 -0.38533999999999996 0.10965000000000001 -0.15078499999999997 -0.097604999999999983 -0.096089999999999981 0.19022000000000003 0.084660000000000027 0.10657000000000001 -1.0000000180025095e-35 0.078065000000000009 0.11070500000000001 0.14000500000000002 0.11235000000000002 -0.079109999999999986 -0.14723499999999998 0.12879500000000002 0.11474000000000002 -0.079009999999999983 -0.060129999999999996 0.083345000000000016 -1.0000000180025095e-35 0.0061450000000000003 0.11201500000000002 0.080000000000000016 0.09173000000000002 0.12119500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 11 4 -4 19 -3 12 -1 10 16 -2 -8 14 22 28 17 27 -19 20 21 -6 23 -14 -20 -26 -23 -10 -5 -30
right_child=2 6 3 15 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 24 -21 -22 26 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0018909334143009215 0.0017448450845555107 -0.00010876737035111658 -0.0018640020844043297 -0.0016338614753768092 -0.00093747293711951324 -0.0016867906551162846 -0.0018478999497946475 -0.0017677661885821428 -6.8541453317741749e-05 -0.001989180635149274 0.0014406994641285005 -0.0001361239155178668 -0.0019009797308469909 -0.0019890019072743453 -0.0015614184084806033 0.00058948636381128162 0.0015432866611832495 0.00034060486046675784 -0.0019504513143239054 -0.00030874676774049633 0.0018363491807710409 0.0014161196336144963 0.0012567019631244444 0.0013972572026238711 -0.0012863171836846052 0.0004902570979828044 1.6990172440156445e-05 0.0016054942810377593 0.0003060779514779119 -0.0014019669286547719
leaf_weight=2.8400259148329523 10.37249758094549 6.240744996815919 2.1007438320666543 4.8216463439166528 2.9226327911019316 1.8323715645819891 3.2870339043438426 36.54276311956346 3.5147388465702667 2.0886619444936505 3.0015336759388438 1.9676820561289776 1.6540070828050355 1.793492792174219 1.958240535110235 2.5027914568781844 1.5584401041269291 3.3634024113416787 3.247520655393612 2.8470081388950339 7.6575446147471657 7.0470931008458262 3.2240759283304219 1.2887602131813762 4.1058084927499037 2.6404352597892284 2.6218042448163033 2.0254460126161575 3.0138305462896824 2.4459321014583111
leaf_count=69 234 59 71 95 30 25 114 1701 29 28 26 18 30 28 23 20 12 32 60 21 128 76 25 14 36 25 18 30 21 23
internal_value=0 -0.000998265 0.000429153 0.000114316 0.000497998 0.000697046 -0.00134434 -0.00149934 -0.000315651 -0.000140522 2.40839e-05 0.00144492 -0.000756558 -0.000394885 -4.30069e-05 -0.000696891 -0.00018378 -0.000326209 -0.000686929 0.000886172 0.00105418 0.000578499 0.000439155 -0.000456545 -0.00103275 -0.000590978 0.00103673 0.000543472 -0.00101003 -0.000459113
internal_weight=0 84.3751 52.1536 39.8134 27.0292 24.9285 55.9891 49.7484 28.386 25.546 23.4573 12.3402 13.2056 9.91858 8.12508 12.7842 20.4558 18.8974 13.3572 23.0961 20.2491 12.5915 6.16684 2.94277 9.99376 6.74624 9.6689 5.54018 10.2814 5.45976
internal_count=3121 2341 780 528 369 298 1994 1935 347 278 250 252 234 120 92 159 224 212 153 273 252 124 69 44 121 61 94 59 139 44
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=1 15 484 12 42 160 52 3 39 376 38 457 133 47 1374 52 48 50 160 12 1213 16 16 2 148 13 4 475 2 13
split_gain=5.78151 3.11973 2.31849 2.16171 2.10509 2.3451 2.41336 1.69476 1.86464 1.68166 1.65994 1.6163 1.69288 1.58882 1.54763 1.48434 1.62683 1.63736 1.55732 1.63007 1.46284 1.29145 1.58637 1.58303 1.25965 1.15829 1.1333 1.10705 1.07914 1.27964
threshold=0.10089500000000001 0.084050000000000014 -0.0068949999999999992 -0.064509999999999984 -1.0000000180025095e-35 -0.091944999999999985 -0.15275999999999998 0.31299000000000005 0.15619500000000003 0.091135000000000008 0.10657000000000001 -0.0029299999999999994 0.10622000000000002 0.090280000000000013 -0.094929999999999987 -0.38533999999999996 0.12879500000000002 0.10616500000000001 -0.079279999999999975 0.12069000000000002 -1.0000000180025095e-35 -0.061854999999999993 -0.095964999999999981 0.097845000000000015 -0.07990499999999999 -0.28558999999999996 -0.49013999999999996 -0.085144999999999985 -0.055814999999999997 -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 -1 10 9 -6 -7 8 13 -4 -2 -8 14 15 -13 -5 17 18 -17 24 -16 22 -22 26 -20 -3 -23 -28 -29 -30
right_child=3 25 4 7 5 6 11 -9 -10 -11 -12 12 -14 -15 20 16 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0026711174966729087 0.0026104740153395068 0.0027868027571725184 -0.0024860019072444361 -0.0029662472793347845 -0.002349814928673193 -0.0024581444296081943 -0.0020763431759077537 0.002957459180090845 0.0032423874988688956 0.0027102198530604784 -0.00088295643279370241 -0.0017533160333050371 -0.0026997758021016379 -0.0014020225623950944 -0.0012369480128599695 -0.00092864932242749164 -0.0022820539630114788 -0.0022260107181310547 -0.00069990883098223849 -0.0011025547769302022 0.001608239672830342 -0.0030522853489033351 0.0050902777123414712 0.0025156498215397256 0.0026014712078848848 -0.0026571852838395953 -0.0030747174721817787 -0.0022619469184897781 -0.00026360370286298158 0.0030088787448097191
leaf_weight=4.7496734578162423 4.9949224162846795 0.328839510679244 5.7292154678143552 1.1544367060996652 3.5537812253460279 2.5902897543273857 1.8562928382307387 1.4820779720321287 1.231910666450857 0.55873158946633328 1.4300690367817877 1.5937376967631411 1.1134669636376191 8.0275174966081959 1.7902986975386888 2.4997549094259783 1.6447739973664273 1.3698688941076387 1.0990850627422375 1.5147627778351305 3.5167371714487672 0.84377510566265268 1.5368058765307164 3.1596163138747215 6.7244708305224732 11.194962667301295 0.61981704086066436 0.70713767781854553 1.741355103906254 2.2242272924631123
leaf_count=304 234 3 328 78 143 140 61 60 25 5 18 36 20 136 39 38 12 27 15 14 54 24 23 26 123 1001 21 26 68 19
internal_value=0 -0.00119926 -0.000803038 0.00034379 -0.000535264 -0.00018652 0.000143523 -1.38938e-05 -0.000188186 -0.00202428 0.00183291 0.00046903 0.000719731 -0.000364022 0.000934438 0.00015653 0.00039925 0.000733151 0.00107558 0.00161208 0.00119984 0.00150387 0.00266714 0.000871476 0.00213768 -0.00250184 2.4883e-05 0.000515468 0.000991691 0.00157188
internal_weight=0 49.4088 37.885 33.1737 33.1353 26.8473 23.2936 26.7487 25.2666 6.28795 6.42499 20.7033 18.847 24.0347 17.7335 16.0072 14.8527 13.2079 11.8381 9.33832 16.1398 14.3495 5.05354 9.29593 7.82356 11.5238 6.13631 5.29254 4.67272 3.96558
internal_count=3121 2341 1337 780 1033 700 557 528 468 333 252 417 356 443 336 307 229 217 190 152 300 261 77 184 138 1004 158 134 113 87
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=1 3 3 52 1446 124 151 38 2 133 11 51 51 15 160 13 133 16 49 457 148 15 10 47 43 12 474 43 0 133
split_gain=5.14439 2.13388 3.04495 1.95463 2.04047 1.75484 2.03931 1.97465 1.85039 1.62763 1.57728 1.38477 1.60165 1.31289 1.64789 1.71822 1.22223 1.24345 1.08682 1.08553 1.21688 1.17002 0.967771 1.62355 1.27006 1.00177 0.808597 1.16814 1.1344 1.06212
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.091555000000000011 -0.043384999999999993 -0.40381499999999992 0.10386000000000002 0.14753000000000002 -0.25159999999999993 0.080455000000000013 0.08955500000000001 -0.096089999999999981 -0.47006499999999996 -0.079279999999999975 -0.082904999999999993 0.0068000000000000014 -0.0083599999999999976 0.10595500000000001 0.091015000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.0036750000000000007 0.094460000000000002 -0.073404999999999984 0.086095000000000019 0.084660000000000027 -0.091274999999999981 -0.23051499999999997 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 7 -7 -5 9 -8 16 12 -4 -11 -15 -16 17 -1 19 21 -21 22 23 25 -25 -17 27 -14 -29 -30
right_child=3 2 11 4 -6 6 8 -9 -10 13 -12 -13 26 14 15 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00046344728718022483 -0.0034576888982772455 -0.0028260129596820345 -0.0036743915628136207 0.0030949178283988482 -0.0036400491756447238 -0.0036312344000976643 -0.00366900168984824 -0.0036937226459756722 0.0032664752696197922 0.003591492293900976 -0.0029630788362806776 -0.0031254703944957516 0.0033967492377699766 -0.0020599784899999552 0.0024486788452417539 0.0034794915678715795 -0.0018583923522349772 0.002702200414493084 0.0027935082526601551 0.0036894784642649602 -0.00048117235090161384 -0.0029758483822169631 -0.0030292672377574647 0.00089061580582992773 -0.003382183504832454 -0.00040642836163054671 0.0024292061947966707 0.0028881804347843897 -0.0018529932728040864 0.0010785253398190426
leaf_weight=2.4738022321835156 1.5535246292129148 17.789889950770885 1.4055945351719845 4.749688900075852 1.3629387607797969 1.4690549932420278 1.1958043263293898 0.55081695690751065 2.4843064537271848 1.3885423829779089 1.7376245055347679 2.3289802819490424 0.93049122393130979 3.2088645882904663 4.3283168841153463 2.0085810143500304 1.7618404757231472 3.3853391446173178 1.4600083399564034 1.4743268322199585 1.7774532306939352 2.2929639932699502 1.1866400102153418 1.4942947244271638 1.7281255787238476 1.2335240095853803 1.569934895262121 0.94227117113768599 5.3286385731771633 1.9427531547844408
leaf_count=44 119 1750 58 192 29 19 26 6 86 47 51 39 8 59 91 50 40 39 16 25 17 65 12 20 33 31 19 8 99 23
internal_value=0 -0.0014718 -0.00188598 0.000268463 0.000432012 0.000595096 0.000264057 0.00238946 0.000473962 0.000193972 -4.5041e-05 -0.000728558 -0.000267956 0.00038986 0.000189545 0.000569777 0.000620287 0.00136562 1.4883e-05 -0.000292547 0.00140976 -0.00084921 -0.000211882 0.000305282 -0.00140081 0.00200102 0.000178939 -0.000207403 -0.000615703 -0.00106976
internal_weight=0 41.5972 32.2386 36.9478 35.3943 34.0313 28.7308 5.30051 27.2618 24.7774 9.35861 14.4487 12.1197 23.5816 22.1931 18.9842 7.62098 5.85914 14.6559 13.1959 3.25178 9.94413 7.65117 6.46453 3.22242 3.24211 10.7141 9.14415 8.21366 7.27139
internal_count=3121 2178 2004 943 824 795 597 198 578 492 174 254 215 466 419 360 123 83 269 253 42 211 146 134 53 81 157 138 130 122
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=1 4 31 2 15 457 3 3 4 150 47 160 159 130 13 47 16 49 4 52 39 160 151 9 12 15 48 16 11 52
split_gain=4.48549 2.26232 1.88186 2.09239 1.5352 1.53777 1.47333 1.62226 1.35947 1.63246 1.48552 1.63293 1.3481 1.31056 1.23496 1.06337 1.04656 0.979806 0.925888 2.27007 0.891032 0.890135 0.867194 0.860339 0.82858 0.775184 1.97703 0.939555 0.753598 0.735004
threshold=0.089770000000000016 -0.15764999999999998 -1.0000000180025095e-35 0.13754500000000003 -0.49307999999999996 0.045365000000000009 0.013900000000000001 -0.10023499999999998 0.24564500000000003 -0.045534999999999992 0.12431000000000002 -0.079874999999999988 -0.032739999999999991 -0.054924999999999995 -0.084154999999999994 0.086785000000000015 -0.0083599999999999976 -0.012404999999999998 -0.49405499999999997 0.10347000000000002 0.12768500000000002 -1.0000000180025095e-35 -0.00099499999999999979 0.091600000000000015 0.091625000000000012 -0.074054999999999996 -0.065224999999999991 -0.092804999999999985 -0.011194999999999998 -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 12 -2 4 -4 8 7 16 9 -6 11 -10 -1 -11 15 21 17 -3 19 -14 28 -15 -13 -24 -18 27 -27 -7 -16 -8
right_child=2 6 3 -5 5 25 29 -9 10 13 -12 22 18 14 20 -17 24 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0036557355513696268 0.0037223121209753328 0.0012464282613812579 0.0036142029225988905 0.0021186095521815028 0.002562886707574534 -0.00063961590012498351 0.00073738816382506968 -0.0031343959626754744 -0.0030340413372504432 0.0020686187150146555 -0.0032048179813077659 -0.00078425473078838994 -0.0037723301716475984 -0.0017910024665772448 0.0017836665819782613 -0.0036493329586532964 0.0021238543542163426 -0.0037984038467471031 0.0011779549398433888 0.0021427614306138904 0.0014558276156277517 0.0020902581537249007 0.0027616394248385586 -1.1785157055772404e-05 -0.0016609454293538975 0.0024545983741555868 -0.0029841573239635429 0.0034383819815310404 -0.0031195554654574963 -0.001700402245639518
leaf_weight=1.1178901018574823 1.6568489689379919 0.59920359123498235 1.1320532280951727 4.7743824440985909 1.1087180450558651 0.93060847371816668 2.7133232373744249 13.967242263723167 1.2189711928367604 0.98487257864325961 1.3420081492513407 1.9133425373584021 1.7210563952103251 1.1111686471849687 0.38238888233899615 0.88709402736276377 1.6121240882203012 1.8105216645635662 5.4952197717502704 1.3568935245275495 0.57921942323446352 1.8273603860288776 4.0298607982695103 1.9365166602656243 1.1653865608386693 1.6410204228013756 1.4923871504142869 2.2777805579826236 8.8528299606405323 3.0972764194011679
leaf_count=33 84 10 42 157 29 12 31 1579 17 20 19 26 48 18 6 16 31 100 52 7 5 52 74 28 28 40 17 54 438 48
internal_value=0 -0.001526 0.000153966 9.22798e-08 -0.000300507 -0.000436798 -0.00207036 -0.00252791 -0.000802853 -0.00143771 0.000153855 0.000649241 -0.000123669 -0.001741 -0.00201607 -0.00036798 -0.00089488 -0.00254395 0.000336891 -0.0011647 -0.00265849 0.000622607 0.00121903 0.00186146 0.00053583 0.00107401 -0.000135786 0.00225554 -0.00291654 -0.000562049
internal_weight=0 34.6561 40.0794 38.4226 33.6482 32.5161 24.9651 19.1545 26.1744 15.7337 10.4407 9.09869 9.69106 14.6249 13.6401 3.82562 5.18724 2.40973 8.57317 3.07795 9.81444 2.93853 7.87972 5.96638 2.77751 6.3418 3.13341 3.20839 9.23522 5.8106
internal_count=3121 1967 1154 1070 913 871 1827 1748 748 584 164 145 140 555 535 86 169 110 107 55 449 70 128 102 59 123 57 66 444 79
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 4 12 151 0 1 13 3 48 4 42 4 52 3 16 151 50 2 3 2 151 49 52 48 34 0 160 9 1429 15
split_gain=13.6183 5.47765 4.66444 4.35254 4.34106 3.45226 2.87239 2.76623 2.63315 2.98975 2.30034 1.83964 1.83993 1.82017 1.76139 1.73376 1.63249 1.56069 3.54116 1.20558 1.35633 1.0803 1.1475 1.02924 1.14438 1.00674 0.826257 0.762006 0.56028 1.63559
threshold=0.089770000000000016 0.27044500000000005 0.087215000000000015 -0.27559499999999998 -0.060129999999999996 0.13021500000000003 -0.00051499999999999994 0.013900000000000001 0.083685000000000009 -0.013514999999999998 0.092620000000000022 -0.49405499999999997 0.10347000000000002 -0.20241999999999996 -0.16927999999999996 -0.055494999999999996 0.11875500000000001 0.10527500000000002 -0.116045 0.082275000000000015 -0.0038099999999999996 -0.069799999999999987 -0.080114999999999978 0.12230500000000001 -0.11726499999999999 -0.14454499999999995 -0.082179999999999989 0.10750500000000002 0.086095000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 14 8 13 9 26 11 12 -6 -1 -4 -8 23 -13 -19 -9 -21 -17 -23 24 -5 -24 -2 -26 -15 -30
right_child=1 3 5 16 10 -7 15 19 -10 -11 -12 17 -14 28 -16 21 -18 18 -20 20 -22 22 25 -25 27 -27 -28 -29 29 -31
leaf_value=0.0013782682066297489 0.0001423307299191336 -0.00212519656015443 -0.00030118896203921574 -0.00027145604261740114 -0.0022145696549399313 0.001286703453390917 0.00089299584076960611 0.0013372628432411088 0.0019602957390817129 -0.001791358593880933 -0.0018452028068782567 0.0010179754596486249 0.00075335268255323897 -0.001973493000432936 -0.0019917665434326789 -0.0020738239801409318 -0.00086854621113723702 0.0021396462819449269 -0.0022884309940120855 0.00020587752475912266 -0.0017147425270961855 -0.001628749947192996 0.00097023369756060642 -0.00036735532194153954 0.0019800385509278016 -0.00065932077805280352 0.0022771951502659443 0.00047004097344964247 -0.0020438013737392067 0.0023551997043080165
leaf_weight=0.69732360914349811 1.3360649626702072 1.5774978883564497 3.4257323909550879 1.1444103866815591 2.4387397039681686 2.0442885030060998 3.6048976480960837 1.2567620500922192 5.9930753968656063 2.1754390280693787 3.3411599220708004 6.729437168687582 1.29194014146924 28.620362306013707 9.1397914402186871 1.9494193792343129 1.234828371554612 1.1412568576633932 2.0272900192067027 2.7586999870836735 3.2240607552230358 2.306350087746976 2.6556757874786832 1.0810185112059105 12.661161258816721 3.6254986934363864 1.6238884814083574 1.5126682706177224 1.1830901922658084 0.48053941130638023
leaf_count=7 12 15 28 12 52 27 38 11 140 25 77 44 11 1567 386 22 14 8 43 25 41 40 23 14 267 41 32 18 77 4
internal_value=0 0.00019271 -0.000232202 0.00107476 -0.00119634 -0.00113661 0.000290676 -0.0015721 0.00105489 -1.73644e-06 -0.00035001 1.65462e-05 -0.00118677 -0.0018336 -0.00153087 -0.000310695 0.00136102 0.000470093 -0.000693513 -0.000453049 -0.000829129 -0.000722502 -0.000415744 0.0015289 0.00166272 2.96536e-05 0.00131356 0.00181889 -0.00190755 -0.00077315
internal_weight=0 59.0917 39.8801 19.2116 55.1907 14.6098 25.2703 38.2208 11.1285 5.13539 16.9698 13.6287 3.73068 30.9813 12.5655 14.1418 17.6341 9.89798 3.16855 7.23952 5.98276 10.5369 8.58752 16.3993 15.3182 6.28117 2.95995 14.1738 30.284 1.66363
internal_count=3121 1154 814 340 1967 441 373 1732 209 69 235 158 63 1655 414 164 325 95 51 77 66 126 104 311 297 64 44 285 1648 81
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 48 50 13 3 38 2 51 52 474 16 160 47 158 12 15 42 42 48 16 43 0 48 42 4
split_gain=20.358 5.37323 5.37279 3.95598 3.44643 3.59075 4.07307 4.42922 3.04839 2.76474 2.4238 2.38783 1.93202 1.96943 1.91498 1.83132 1.73326 1.77362 1.57538 1.44778 1.89723 1.41398 1.47554 1.11386 1.52447 1.26135 1.38914 1.45902 0.946953 0.848046
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.11534500000000002 -0.15078499999999997 -0.097604999999999983 0.10657000000000001 0.11548000000000001 -0.096089999999999981 0.19022000000000003 0.084660000000000027 0.64105000000000001 -0.079009999999999983 0.09585500000000001 0.084765000000000021 0.11201500000000002 -0.03241999999999999 -1.0000000180025095e-35 0.094725000000000018 0.099600000000000008 -0.27167499999999994 -0.078654999999999989 -0.10151999999999999 0.086260000000000017 0.084635000000000016 -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 12 10 4 5 6 7 11 -3 21 -2 16 -1 14 18 -7 -4 19 23 20 -18 -10 28 24 -14 -26 27 -27 29 -23
right_child=2 8 3 -5 -6 15 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0017789097939930507 0.0016529066853346102 -0.00019973755317088845 -0.00097747450563269271 0.0014801984097665521 0.0020583313894093 -0.00149490806217227 -0.0014061216649307159 -0.0018513212223527763 -0.0017415411197502168 -0.0016711206049618021 -0.00038708627086208637 0.0016364172094005757 0.0010389057086087011 -0.0018890044696231254 0.001190452255080235 0.00086042583794822736 0.0020296211784047108 -0.00059610024230481577 -0.0017585383983498726 -0.00026576567221971934 0.00020220234140055161 -0.0012668631967781977 -0.0018542977227841454 0.0010504855300811323 0.00026873108060788324 0.00038565409886290899 -0.0016837277940325278 -0.0012264788077048863 0.00076825964506663333 3.180979952413345e-05
leaf_weight=2.5353004205971983 9.9772357624024135 6.3077399563044301 2.557167746126658 4.7451853100210419 1.8854596056044091 7.5075694434344751 4.4742012768983832 2.2859591227024785 3.1731656473129979 36.464820289984345 1.9502108171582211 4.7904179468750945 2.1191202290356292 1.8841049652546633 2.7893174588680258 1.0544934030622242 4.0075869262218466 2.8846208918839684 1.8557676002383221 2.1871203482151031 2.6392577998340156 2.421327827498315 1.7373531106859434 1.9643396474421013 4.3171770274639263 3.4195430707186585 3.3859063610434283 2.9109515566378832 2.2487903945147991 3.3666534014046192
leaf_count=63 240 58 28 83 23 160 39 39 112 1693 18 68 20 26 26 15 44 21 30 14 24 27 29 17 41 34 45 25 23 36
internal_value=0 -0.000997773 0.000330682 4.31972e-05 -0.000144785 -0.000265578 4.58061e-05 0.000350048 -0.00129536 -0.00143523 0.00131936 0.000613984 -0.000387734 -0.000244627 -0.000108516 -0.00120483 0.000270893 0.000543305 -0.000289925 0.000915363 0.00130401 -0.000770857 -0.000455725 -0.000139491 -0.000284205 -0.000483999 -0.000818452 -0.000355653 -0.000153388 -0.000511473
internal_weight=0 82.9014 52.9465 41.019 36.2739 34.3884 25.8263 21.3521 55.7199 49.4121 11.9274 19.0662 27.1815 24.6462 22.7621 8.56206 14.2758 11.7186 19.9728 8.83397 6.64684 12.9473 9.77412 18.117 16.1527 14.0336 9.7164 6.33049 8.03677 5.78798
internal_count=3121 2305 816 558 475 452 277 238 1978 1920 258 199 327 264 238 175 131 103 212 82 68 227 115 182 165 145 104 59 86 63
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=1 0 3 4 151 457 31 39 13 150 42 42 4 3 1 151 1 50 34 47 0 9 0 160 43 16 16 15 0 0
split_gain=4.39563 2.19313 2.12737 1.83474 2.27737 1.73572 1.57878 1.48092 1.64522 1.87803 1.37062 1.55139 1.31677 1.27459 1.18226 1.11969 1.02224 0.993623 0.97994 0.978939 0.95436 0.877835 0.844436 1.17066 1.2063 0.828993 0.789146 1.00058 1.31638 1.43167
threshold=0.089770000000000016 -0.060129999999999996 0.013900000000000001 0.27044500000000005 -0.27559499999999998 0.045365000000000009 -1.0000000180025095e-35 0.16946000000000003 -0.084154999999999994 -0.07848999999999999 0.092620000000000022 0.084635000000000016 -0.52556499999999995 -0.20241999999999996 0.10508500000000001 0.056735000000000001 0.13210500000000003 0.11875500000000001 -0.11726499999999999 0.12794000000000003 0.062580000000000011 0.10750500000000002 -0.14226499999999997 -0.080409999999999995 0.08845500000000002 0.064860000000000015 0.51524500000000006 1.0000000180025095e-35 -0.14226499999999997 -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 13 5 -5 6 -2 8 16 -10 11 12 -3 -1 -11 -7 22 18 -6 21 25 -20 -8 -24 -25 -14 27 28 -16 -30
right_child=3 10 -4 4 17 15 7 -9 9 14 -12 -13 20 -15 26 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0016583611208737703 0.0027920647067732375 -0.00273170525037699 -0.00027409676242151583 -0.0023752868015377679 -0.00094391072319567875 0.0016246706577809882 -0.0024192621584845611 0.0028619555684700213 0.0017205620985915318 -0.0024655073659273002 -0.001993424549955553 0.0024895761778837931 0.00068270630137117242 -0.0021404552623815721 0.002815398025695992 -0.00098942688945675961 0.0025826313952662674 -0.0011358500358193374 0.0021868969827527653 -0.0011200398771182812 0.00075648385051090808 -5.481932597839451e-05 -0.0015362700474087802 0.0022550970397125923 -0.0010791815704284519 -0.0019618974753009854 -0.0026443181520518959 -0.0023531757421951646 -0.001489436415626379 0.0016400226964716578
leaf_weight=0.54740756936371227 0.81350522860885277 1.1372582269832463 5.7419951939955345 1.1674283947795618 0.94761180132627032 4.0971699217334381 0.84037005715072144 0.68293838575482269 1.1603220552206153 4.9684530505910356 2.2756205811165264 1.4091056287288655 1.1223342614248406 15.431651872117074 0.79257928766310115 1.2893796199932692 0.95293822605162848 0.98803810775280076 7.7037125881761295 0.70099131017923433 4.8637056471779943 1.2097544111311433 1.4544667736627159 1.9573914287611924 0.97194852121174324 1.9285658216103909 1.3591178660281 1.503762651234865 3.1255719708278766 1.2151751816272751
leaf_count=7 30 26 77 15 12 99 10 12 22 311 77 18 16 1648 15 19 26 14 270 11 42 18 25 55 17 56 56 22 62 33
internal_value=0 -0.00107871 -0.00155134 0.000114143 0.000881151 -0.000244673 -0.000551975 -0.00068161 -0.000800811 -0.00126138 -0.000272676 0.000101646 -0.000270084 -0.00201032 -0.00152826 0.000998934 0.000252344 0.0012103 0.00142977 0.00166372 8.36291e-05 0.00188265 -0.000172722 0.000257937 0.00114879 -0.000989027 -0.000945893 -0.000598096 -8.39611e-05 -0.000613357
internal_weight=0 34.4576 21.7211 39.9026 12.7175 27.1851 21.7985 20.985 20.3021 14.125 12.7366 10.461 9.05186 15.9791 12.9647 5.38655 6.17712 11.5501 10.5621 9.61446 7.91461 8.91347 5.22418 4.38381 2.92934 3.0509 7.99621 6.63709 5.13333 4.34075
internal_count=3121 1967 1732 1154 340 814 696 666 654 521 235 158 140 1655 499 118 133 325 311 299 114 288 107 97 72 72 188 132 110 95
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 15 484 150 52 43 160 42 48 457 4 38 133 51 15 160 376 457 16 0 15 12 151 13 1374 150 2 42 3 160
split_gain=3.99929 3.50094 2.21736 2.37964 2.10044 2.09846 2.01839 2.1967 1.8293 1.49324 1.39056 1.36845 1.36461 1.20804 2.32971 1.15651 1.16729 1.11679 1.09615 1.65344 1.49679 1.4002 1.05984 1.08441 0.978419 1.55177 1.29989 1.48042 0.77965 0.742109
threshold=0.11588000000000001 0.084050000000000014 -0.0068949999999999992 0.10194500000000001 -0.38533999999999996 0.24789500000000006 -0.098904999999999979 -0.0060199999999999993 0.12737000000000001 -0.0029299999999999994 0.50822500000000004 1.0000000180025095e-35 -0.030254999999999994 -0.076794999999999988 -0.008624999999999999 -0.073679999999999982 0.088235000000000008 -0.14786499999999997 -0.069144999999999984 -0.17169499999999996 -0.016799999999999995 0.12069000000000002 0.16421000000000002 -0.28558999999999996 -0.094929999999999987 0.080470000000000014 -0.033169999999999991 0.092145000000000019 -0.52915999999999996 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 3 -1 28 6 12 15 9 17 18 13 -6 14 -11 -8 -17 -9 19 -2 -20 -21 23 -3 -15 26 -26 29 -4 -28
right_child=10 22 4 -5 5 -7 7 8 -10 11 -12 -13 -14 24 -16 16 -18 -19 20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0032882058447522696 -0.0020331217724863702 0.0029705687739799654 0.0042056765329981068 0.0040970520222352366 0.0031950329680771952 -0.003648804857564361 0.0018578272318218567 0.0025024396559717283 -0.0040336100527608989 -0.00319221385150088 0.0034619323664236887 -0.002446885751606231 -0.0029095853740871563 -0.00077069384620754341 0.0019807605647752975 -0.0029406615231750265 0.0021915275460261461 -0.0025234910049046532 -0.001728509957213321 0.0033897329888462322 0.0017904852009422185 -0.00046886847228167432 0.0035928466441660935 -0.003158567615558959 -0.0024058435139485373 0.0036151611072391811 0.0025774520937885048 -0.0015865021991195362 -0.0033244810223495226 -4.5833785193357978e-05
leaf_weight=5.0139421075582495 1.1995063209906209 0.33492466807365318 0.16242845356464419 0.54168984666466702 0.46565036289393935 1.771931062452494 0.90717695653438557 0.64148347172886167 0.86342922644689579 1.7337175202555957 2.1764321718364945 1.0947857126593579 3.4521538023836902 1.5581093579530918 2.2306724968366423 3.9016159060411182 0.56900039501488198 2.1753995884209933 3.8185122767463326 3.8072295505553484 2.0987931871786705 1.4570554234087465 0.28562969248741943 9.4442588998936081 0.95250605046750081 4.747385003603994 7.6732416870072182 1.354422042146324 2.9925730144605032 1.434200524818152
leaf_count=336 17 3 1 6 17 79 26 28 13 90 130 13 170 21 43 191 4 66 93 112 45 18 4 1020 29 117 112 40 241 36
internal_value=0 -0.000973923 -0.000584481 -0.00256812 -0.00031359 -9.30475e-05 8.31675e-05 0.000362162 0.000758567 0.000920222 0.000994383 0.00120454 -0.00218402 0.00138889 -0.000281498 -0.00158819 -0.00228746 -0.00137895 0.000560621 0.0015136 -0.000480367 0.00232174 -0.00276301 -0.00294865 0.0017626 0.00200683 0.0013379 0.00167875 -0.00293681 0.00216435
internal_weight=0 56.3023 46.2375 5.55563 40.6819 37.5269 35.755 31.8371 26.4594 25.5959 14.5575 22.779 3.9178 21.6843 3.96439 5.37779 4.47062 2.81688 12.3811 6.46379 5.91731 5.26428 10.0648 9.77918 17.7199 16.1618 11.4144 10.4619 3.155 9.10744
internal_count=3121 2706 1679 342 1337 1095 1016 829 608 595 415 501 187 488 133 221 195 94 285 147 138 130 1027 1023 355 334 217 188 242 148
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 4 47 457 42 4 14 1 15 16 130 52 3 47 48 43 151 52 3 16 150 2 48 14 43 15
split_gain=14.182 4.66844 3.88283 4.29018 3.72823 4.22432 3.90839 2.16415 2.10103 2.24016 2.054 2.23361 2.06452 1.97275 1.82934 1.81888 1.73608 1.68118 2.11928 1.60709 1.47699 1.39535 1.35778 1.35484 1.31745 1.18146 1.03523 1.14453 0.733206 0.655054
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 -0.10607499999999999 0.16158000000000003 0.23246000000000003 0.12119500000000001 0.080930000000000016 0.092620000000000022 -0.49405499999999997 0.062655000000000016 0.077565000000000009 -0.008624999999999999 0.22339500000000004 -0.011824999999999999 0.10347000000000002 0.11296500000000002 0.086785000000000015 0.10396500000000002 0.084740000000000024 -0.055494999999999996 0.12492500000000002 0.013900000000000001 -0.5315899999999999 -0.073399999999999979 0.089885000000000007 0.11376500000000002 -0.45282499999999992 -0.088909999999999989 -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=2 17 3 10 5 7 21 14 9 15 11 16 20 19 -3 -4 -1 23 -19 -11 -13 26 -5 -2 -16 -22 27 -7 -15 -26
right_child=1 4 8 22 -6 6 -8 -9 -10 13 -12 12 -14 28 24 -17 -18 18 -20 -21 25 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0018311011184156192 -0.0004269852188203992 0.0010520752954600774 -0.0020031838661841283 -0.0017612067657826037 0.0016484131772810339 -7.6103080341460101e-05 -0.0020204915509295222 0.00056302957518742887 -0.0016405574444131406 0.0016036105253458164 -0.0019399059350981298 0.00083994199370532167 0.0018403787485566864 0.00037899551106250755 0.00075340053096974386 0.00066096747828105098 0.00087527641367089965 -0.0007185989041762511 0.0016407013036127012 -0.00011639938259698629 -0.0020284478028380357 -0.00078406730184156829 0.00055950490322425207 0.0017351195294807453 -0.0010500832945403279 2.9244659285107688e-05 -0.00033842975185880363 0.001436599025268197 -0.0016003035318245987 -0.0018598193729718797
leaf_weight=3.6559826424345401 1.0728633273392905 1.1364069655537612 2.7053535170853151 30.667363327927891 3.5903956405818453 2.0525235831737492 1.9778060652315606 2.8247536495327941 3.1736940583214155 4.5541410557925701 2.8555078636854878 2.6002155430614948 2.1871235407888872 0.96603835187852416 0.92485586926341135 1.2352516297250984 0.99862430244684208 3.1151512637734404 2.1156208645552397 2.9700176902115345 1.7599927466362717 1.8092608526349057 0.85762235522270103 9.044953625649212 6.0606553740799383 1.9425774961709974 1.828241579234599 8.5506414771080053 1.7257636059075592 7.2742943679913905
leaf_count=93 19 18 58 1671 69 23 20 27 77 39 75 22 16 14 8 11 6 26 33 20 26 18 6 244 113 15 14 109 29 202
internal_value=0 0.000226138 -0.00103991 -0.00130869 -0.000115636 -0.000299543 0.000375756 -0.000900626 -0.000302808 -2.90469e-06 -0.000541493 -0.000237702 0.000317544 0.000446531 -0.00116916 -0.00116806 -0.00125046 0.00107297 0.000235636 0.00092467 -0.000210893 0.000708557 -0.00169807 0.00150586 -0.00134618 -0.000948866 0.000925793 0.00114378 -0.000889969 -0.0014918
internal_weight=0 53.3784 64.8553 47.525 38.0298 34.4394 16.2185 18.221 17.3303 14.1566 16 13.1445 8.48991 10.216 15.3962 3.94061 4.65461 15.3486 5.23077 7.52416 6.30279 14.2407 31.525 10.1178 14.2598 3.70257 12.4314 10.6032 2.6918 13.3349
internal_count=3121 943 2178 1930 621 552 184 368 248 171 253 178 79 102 341 69 99 322 59 59 63 164 1677 263 323 41 146 132 43 315
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 484 15 52 1446 124 15 150 151 38 2 133 157 133 52 15 160 13 42 13 13 13 4 51 457 2 52 0 0 159
split_gain=3.78464 2.02921 2.08626 1.61606 1.66582 1.59538 1.583 2.68719 1.57531 1.55376 1.43015 1.28355 1.27537 1.24485 1.29547 1.05403 1.12301 1.26837 1.03799 0.901208 1.04623 0.960695 0.880097 0.821734 0.816294 1.33549 1.21627 0.862326 0.920079 0.797004
threshold=0.094385000000000011 -0.0068949999999999992 0.084050000000000014 -0.43320999999999993 0.091555000000000011 -0.043384999999999993 -0.043924999999999992 0.083095000000000016 -0.40381499999999992 0.10386000000000002 0.14753000000000002 -0.25159999999999993 -0.083944999999999978 0.10622000000000002 0.11434500000000002 -0.47006499999999996 -0.079279999999999975 -0.082904999999999993 -0.095284999999999995 0.11596500000000001 -0.28558999999999996 0.17001000000000002 0.50500500000000004 0.086685000000000012 -1.0000000180025095e-35 0.090790000000000023 -0.080114999999999978 -0.11437499999999999 -0.10324499999999999 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 9 7 -3 -7 -5 11 -10 -8 14 18 -13 -17 -18 -14 20 -4 -21 24 -9 -19 27 -27 -26 -29 -20
right_child=3 2 19 4 -6 8 12 23 10 -11 -12 15 13 -15 -16 16 17 22 29 21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0030442045232806211 -0.0029829215996758688 -0.0028444957028820536 0.0022828527417641312 0.0026563681139366879 -0.0030686275461828155 -0.0030050317861836841 -0.0030964755729884341 0.0013218144668270433 -0.0030920043078954407 -0.00296019610584956 0.0027171233260747459 0.0030779923177271713 -0.0028101655958848331 -0.0025745109105234638 -0.0021003062918354427 -0.0015300932572933938 0.0019252131176350504 -0.0024709771728591984 0.0013775273229960708 0.0026576668060303396 -0.0030106082541556619 -0.003044912490616794 0.0026744810375963065 -0.0013925106300139501 -0.0036036018171914548 -0.0013086538348798483 0.0019513298828765754 0.0031100909993690708 -0.00090550395952974222 -0.00091878040626885808
leaf_weight=4.2379229059442869 1.2839821302331973 5.1984153375960904 0.34058248251676548 4.1900566928088727 1.1634935964830209 1.2406251849606729 1.0134386373683799 2.6167999049648643 0.99403654085473903 0.47193765826523293 2.0712524568662039 1.1296650161966812 0.62438838137313446 1.1857995036989439 1.4088192349299777 2.881532773375528 3.879438436590152 1.2273195218295079 9.9039040287025255 0.59986105095595099 5.7510256129316977 0.44176907418295741 0.99080666806548912 1.5174986105412243 0.87842244282366344 1.319554812274873 3.894022767432034 0.55555221298711099 4.2537481780162798 1.4985903920605785
leaf_count=397 119 450 3 192 29 19 77 52 26 6 86 47 34 31 33 59 91 20 214 12 779 40 33 19 7 28 65 6 110 37
internal_value=0 -0.00113565 -0.000883685 0.000243494 0.000376521 0.000510233 -0.000483809 -0.00144021 0.000219721 0.0020878 0.000385895 0.000166456 8.70803e-05 0.000307737 0.000562117 0.000320621 0.000163939 0.0004511 0.000873991 -0.00228333 -0.00271465 0.000239128 1.52023e-05 0.000325519 -0.000202039 5.34092e-05 0.00112623 -0.000929977 -0.000441638 0.00107573
internal_weight=0 36.3388 32.1009 32.4254 31.1415 29.978 24.9677 9.33271 25.316 4.66199 24.0754 22.0041 15.6349 14.6215 13.4357 21.0101 19.8804 16.9989 12.0269 7.13324 6.09161 1.04163 13.1194 4.1343 12.1286 10.9013 5.21358 5.68772 4.8093 11.4025
internal_count=3121 2178 1781 943 824 795 947 521 597 198 578 492 426 349 318 466 419 360 285 834 782 52 269 71 236 216 93 123 116 251
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=1 0 31 4 47 123 2 3 4 3 128 1373 1374 50 12 4 150 151 156 151 34 2 4 43 0 47 47 16 43 41
split_gain=3.29946 2.61287 1.77312 1.74901 2.28728 1.91372 1.61384 2.04068 1.54772 1.54639 1.32115 1.27028 1.24819 1.36524 1.24618 1.13794 1.22106 1.10938 1.13022 1.20596 1.27893 1.08641 0.927322 1.74344 0.710997 0.658245 1.65369 0.634687 0.590266 0.587861
threshold=0.08592000000000001 -0.060129999999999996 -1.0000000180025095e-35 -0.034939999999999992 0.086380000000000012 0.085575000000000012 0.084055000000000005 -0.084074999999999997 -0.082249999999999976 0.149315 0.086435000000000012 0.089490000000000014 -0.094929999999999987 0.11843500000000001 0.099100000000000008 0.063160000000000008 -1.0000000180025095e-35 -0.5225749999999999 0.11896500000000002 0.11265500000000002 -0.021334999999999996 0.11704500000000001 -0.49405499999999997 -0.45785999999999999 0.16094000000000003 0.13148500000000005 0.11069000000000002 -0.013324999999999998 -0.082389999999999977 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 5 10 21 7 -1 -9 -8 11 12 -5 17 22 -6 -17 -14 19 20 -19 -4 23 -3 -16 26 -18 -10 -24 -22
right_child=2 14 3 4 15 -7 9 8 27 -11 -12 -13 13 -15 24 16 25 18 -20 -21 29 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026143886727523309 0.003185570094843145 0.0017615457859939405 -0.0024015764007953898 -0.0011128595326326727 -0.0027614636958476989 0.0031724491542423757 -0.002866075591702696 0.00671299005177257 -0.0021114809526299985 0.00067337364173573975 -0.0025323173069199366 -0.0026497956963317131 -0.0022464379432418423 -0.0021221182829123317 -0.0032215872766900365 -0.0030078106549024856 -0.00078810925223701562 -0.0010029395150628127 -0.0019463998018914106 -0.00090727864372468919 0.0026424760526851583 0.00021293310013718609 0.0021268048934073255 -0.0032040291523462282 0.00041766677653067632 -0.0012011752321796404 0.0029103380235489321 0.0026392918147536805 0.00024582773187315778 -0.00030745875706503142
leaf_weight=1.3937966013327243 1.5311917974613596 1.0337641648948195 5.4142568847164494 1.8561185020953477 2.1893823714926821 0.76222022529691447 11.162210482638327 0.47891427855938673 0.4919422916136682 1.1855411231517781 0.9546630522236218 0.78529605362564225 0.61274794116617037 0.88556431699544269 1.5783395152539008 1.2503582369536159 2.3871602187864482 0.98292536800727859 0.66821478400379497 1.158286016900093 11.490628891624496 1.8518738662824032 2.2580859856680027 1.5115307047963131 0.66141872759908427 2.0284768398851156 1.8734209910035131 0.48472637310624367 4.0400047460570931 0.61806712858378965
leaf_count=145 86 8 425 25 108 18 1364 8 30 8 20 19 8 21 80 20 34 28 8 28 366 37 24 51 8 30 33 12 48 21
internal_value=0 -0.00127155 7.71397e-05 -4.88769e-05 0.000280561 -0.00126929 -0.00206498 -6.61097e-05 0.002374 -0.00252624 0.000850299 0.00101974 0.00117745 0.0014364 -0.000183596 -0.00089141 -0.000348363 0.00163931 0.00179891 0.00197454 0.00222951 -0.00173523 0.000313645 -0.00118728 -0.00214689 0.000180375 0.000838136 0.000246355 0.000920224 0.0024919
internal_weight=0 26.2803 39.3009 37.7697 29.7413 8.02835 15.1971 2.84938 1.45558 12.3478 20.0125 19.0578 18.2726 16.4164 11.0831 9.7288 7.53942 15.5309 14.9181 14.2499 13.0916 7.26613 8.84339 2.54529 2.23976 6.28906 4.26058 0.976669 6.29809 12.1087
internal_count=3121 1786 1335 1249 769 480 1567 195 50 1372 544 524 505 480 219 225 117 459 451 443 415 462 131 59 88 97 67 42 72 387
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 12 12 3 13 39 16 50 47 3 51 38 16 11 0 474 48 158 157 48 2 4 16 43 0 159 12 12 42 0
split_gain=13.0969 4.682 4.10015 3.00366 2.87096 2.5637 2.65189 2.74384 3.31935 2.23708 1.76958 1.74791 1.51089 1.41884 1.40218 1.35363 1.56895 1.24393 1.12706 1.11802 1.71623 0.961201 0.866746 1.30422 1.12396 0.853001 0.841581 1.4497 0.832927 1.28626
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.16158000000000003 -0.10664 0.15619500000000003 0.062650000000000025 0.10965000000000001 0.12033500000000001 -0.097604999999999983 -0.096089999999999981 0.10657000000000001 0.64105000000000001 0.078340000000000007 -0.060129999999999996 0.084660000000000027 0.10096000000000001 0.084765000000000021 -0.06266999999999999 0.11926500000000002 0.11548000000000001 -0.27825499999999997 -0.27167499999999994 -0.082689999999999986 -0.10151999999999999 -1.0000000180025095e-35 0.10016000000000001 0.090840000000000018 0.088380000000000014 -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=1 10 11 5 13 6 7 8 18 14 -1 -2 -8 26 -6 16 17 22 -4 20 28 -16 -12 -24 -25 -9 27 -3 29 -20
right_child=2 4 3 -5 9 -7 12 25 -10 -11 15 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018782222799142664 0.0017293765208242617 -0.00070933286165316279 0.0019438628353423369 0.0015378319138876669 -0.001462096467050809 0.0021138384187404909 -0.0015276704784581256 -0.0019519861220088073 -0.0020494761098973136 -0.0017461540821302802 0.00079341767646259323 -0.00025947891765749215 0.00098566289021753228 -0.0019358796699638584 -0.00084186361373686026 0.0010648297264541479 0.0014580072928939789 -0.0019640984234565004 0.0011871520014594434 -0.00093266466184341106 0.0019220649284404662 0.00079164769042974661 0.00049119564931963098 -0.00037292135187571809 -0.0016904253415089649 -0.00014187077023294993 -0.00099186057481992843 0.001273640874270324 0.0013757043969432807 -0.00035068478085702995
leaf_weight=1.9475611280649925 7.959912056103347 2.0245046056807032 1.729323122650398 3.8966382164508095 4.0366415251046419 1.5437355712056149 6.0107134561985722 2.4541069976985459 1.6771724317222823 25.633309059776366 2.0565164927393278 1.704874739050865 0.87003642506897438 1.3844501655548809 2.2776861060410738 2.7454487551003686 1.5134801045060147 1.5395390428602684 2.3568907007575088 1.7098080813884724 2.5215097554028025 2.3009614273905736 3.4174028709530893 6.4455705359578195 3.0222810097038613 1.2478883154690255 1.7967947535216806 2.7803765870630741 1.8471105899661768 6.4794772323220933
leaf_count=63 240 39 25 83 152 23 160 46 21 1671 24 18 15 29 32 29 15 34 27 12 49 19 36 74 52 14 13 23 19 64
internal_value=0 -0.000906754 0.00035287 6.4238e-05 -0.00125761 -0.000124349 -0.000243889 5.79141e-05 0.000340745 -0.00148203 -0.000253616 0.00137854 -0.00120987 -0.000295155 -0.000696194 -0.000101062 -0.000278941 -0.000438445 0.000581599 0.000423649 0.000599267 -2.0956e-05 -0.000281248 -0.000452767 -0.000793488 -0.00134182 4.89245e-05 0.000438128 0.000287061 5.94966e-05
internal_weight=0 64.9225 44.0092 34.3444 42.2347 30.4478 28.904 22.0233 18.3213 34.2486 22.6878 9.66479 6.88075 7.98613 8.61529 20.7402 17.9948 16.4813 16.6441 14.9148 13.205 4.57865 14.9418 12.8853 9.46785 3.702 6.60168 4.80488 10.6835 8.83637
internal_count=3121 2305 816 558 1978 475 452 277 217 1874 327 258 175 104 203 264 235 220 196 171 159 51 186 162 126 60 75 62 110 91
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 124 3 39 157 38 376 16 157 160 160 160 16 1213 48 2 4 0 16 16 131 15 4 2 43 1
split_gain=3.10291 1.74311 1.8819 2.26841 1.86659 1.45024 1.57378 1.41866 1.40137 1.40103 1.32474 1.32216 1.19063 1.26472 1.13652 1.31462 1.30124 1.31899 1.10592 1.31929 1.09724 1.19103 1.31905 1.58407 1.08977 1.04209 1.58344 1.02257 0.948846 0.909222
threshold=0.091615000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.087075000000000014 -0.15582499999999996 -0.043384999999999993 0.16158000000000003 0.15619500000000003 -0.084489999999999996 0.10386000000000002 0.091135000000000008 0.064860000000000015 -0.06266999999999999 -1.0000000180025095e-35 -0.091944999999999985 0.086870000000000017 0.22339500000000004 -0.080769999999999995 0.14174500000000004 0.090790000000000023 -0.082594999999999988 -0.14116499999999996 0.0039400000000000008 -0.5048999999999999 0.079610000000000014 -0.053579999999999996 0.09173000000000002 0.089885000000000007 -0.090869999999999992 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=1 -1 10 8 -5 9 7 11 -4 -2 -3 12 -7 -14 28 16 17 -16 19 24 -19 -22 23 -23 -15 26 -13 -17 -10 -8
right_child=5 2 3 4 -6 6 29 -9 14 -11 -12 25 13 18 15 27 -18 20 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028007115127362979 0.0020548682878346628 -0.0024885391574786682 -0.0028710670532731959 0.00066054781761017611 -0.0028028911206661616 0.0019223784926224962 -0.0010279792905189932 0.0030896677841422597 0.0026654996264178104 -0.002659153937687289 0.0021038711596244137 -0.0026365849007131377 -0.0018240828013143559 -0.0010831274601579173 -0.0014009817562897773 -0.0029497852636968564 -0.0012857753591579771 0.0031803425959689249 -0.002769922470849524 0.0010873669870265982 0.0026998895347798094 0.0038514748859028586 0.0027111823947307606 -0.002464808989179096 0.0021222676550540416 -0.0026789944694592975 0.0033137809809197115 0.00024898339087006107 -0.0028660894910767253 0.0025567960126845696
leaf_weight=3.5869307266548303 4.3230024874210349 5.6676325039006832 1.0801332416012872 1.5727010313421548 4.2421062048524547 1.9047497035935652 0.66737151704728548 0.88188452087342639 0.27887500077486027 0.52087249606847752 0.50434954278171051 0.68649637466296531 3.4022739795036712 5.6135791428387058 1.0413961154408689 1.175057498738169 1.4842032613232721 2.8772505638189569 0.97444219980388957 6.5702377986162901 1.9306293670088006 0.35853786766528628 0.87139143701642741 1.5957239405252219 0.90862303785979737 2.9590949621051541 0.63451651390641928 1.9759671250358222 1.2693168926052738 2.3896870124153793
leaf_count=399 203 667 77 35 528 55 13 23 9 8 6 48 111 153 46 34 28 29 15 138 18 2 13 83 22 140 13 26 69 110
internal_value=0 -0.00101879 -0.000789903 -0.00041443 -0.00186615 0.000177603 -6.29602e-05 -0.000291864 0.000115199 0.00154796 -0.00211327 -0.000417937 -0.000116194 -0.00033847 0.000332286 0.000588412 0.00106368 0.00146565 2.08468e-05 0.000228558 0.00185673 0.00105602 -6.7154e-05 -0.00130599 -0.000636576 -0.00178378 0.000221529 -0.000943878 -0.00186969 0.00177422
internal_weight=0 31.5122 27.9253 21.7533 5.81481 32.4368 27.593 24.5359 15.9385 4.84387 6.17198 23.654 19.3739 17.4692 14.8583 13.3102 10.1591 8.67493 14.0669 13.0924 7.63353 4.75628 2.82565 1.95426 6.5222 4.28011 1.32101 3.15102 1.54819 3.05706
internal_count=3121 2069 1670 997 563 1052 841 718 434 211 673 695 494 439 357 279 219 191 328 313 145 116 98 85 175 201 61 60 78 123
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=1 15 484 150 43 52 160 42 454 133 4 13 1 1374 1 1374 42 1 1 43 160 376 49 484 2 151 151 13 2 3
split_gain=2.86148 2.79 1.72272 1.89894 1.5954 1.67951 1.40657 1.57629 1.22824 1.12841 1.1245 1.11455 1.18292 1.18609 1.29928 1.26113 1.38437 1.17861 1.10088 1.0658 1.03169 1.46202 1.02557 0.833892 0.954876 0.829847 0.824926 0.801034 0.764769 0.670401
threshold=0.11588000000000001 0.084050000000000014 -0.0068949999999999992 0.10194500000000001 0.24789500000000006 -0.38533999999999996 -0.098904999999999979 -0.0060199999999999993 -1.0000000180025095e-35 -0.030254999999999994 0.50822500000000004 -0.53104499999999988 0.11181500000000001 0.10637000000000001 0.099660000000000012 -0.094929999999999987 0.084050000000000014 0.080000000000000016 0.11230000000000001 -0.48582499999999995 -0.073679999999999982 0.091135000000000008 -0.086009999999999989 -1.0000000180025095e-35 0.14753000000000002 0.16421000000000002 0.0033600000000000006 -0.28558999999999996 -1.0000000180025095e-35 -0.52915999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 9 20 -9 -7 23 -10 13 14 15 -13 22 19 -14 -18 -8 -22 -17 -2 26 27 -25 -3 -24 -4
right_child=10 25 4 -5 -6 6 7 8 11 -11 -12 12 18 -15 -16 16 17 -19 -20 -21 21 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030147897868946115 -0.0017484314494003736 0.0022077080386003448 0.003814261067121294 0.0035796270823455637 -0.0033476281694603898 0.0029044663282062778 0.0017358170294206276 -0.0026825923829612037 -0.0026283965279254172 -0.0025605780292448747 0.0032099679092171735 -0.0020022609234556779 -0.0036104867013208295 -0.0025804068153164783 0.0029245657847689582 -0.0016777507231079613 0.0020696642712504814 0.0017103976444641602 0.00067878719009162932 -0.0028024203442215856 -0.0026719577155979294 0.003686471218035781 -0.00034280375554911061 0.00081185487581764907 0.0032742349396435531 0.0031345434612349357 -0.0021545771060335313 -0.0028768626853369309 0.0025031607356728255 -0.0030445023363762807
leaf_weight=3.9472878333181134 1.4021610538475187 0.31525757908821095 0.14823961257934604 0.47770400997251261 1.5401363200508047 0.42366621317341957 0.87180587137117971 1.0399931543506777 0.89526170864701882 2.8415326229296651 1.7320809899829317 1.3197399484925192 1.0174876898527139 0.78595132473856111 3.9685388081707051 0.73740781191737603 0.56940467981621612 1.6827296260744331 1.3703840491361914 1.9009520118124794 3.474107252899564 0.39278970472514618 1.0479422081261951 7.1291429479606432 1.3420108933933086 0.24818535149097432 1.049487058073282 7.3928729826584449 7.6320473342202169 2.2480136137455622
leaf_count=336 42 3 1 6 94 17 26 34 8 170 130 42 12 18 121 16 6 63 34 96 192 3 34 168 63 4 12 1020 124 226
internal_value=0 -0.000797263 -0.000463764 -0.00230288 -0.000237127 -9.77361e-05 9.13202e-05 0.000312302 0.000637791 -0.00185148 0.000871524 0.000788401 0.000927238 0.0011796 0.0013363 0.000912995 0.00119651 -0.000305954 -0.0011489 -0.00167943 -0.00133399 -0.00202608 0.00185909 0.000500705 0.000831949 -0.00248788 0.0004312 -0.00266891 0.00215957 -0.0026202
internal_weight=0 48.2894 40.3331 4.42499 35.9081 34.368 31.9717 28.7065 23.9678 3.2652 12.6549 22.9278 22.0326 19.6447 18.8588 14.8902 13.5705 4.15309 2.38787 2.47036 4.7387 3.8669 9.4174 10.9228 9.52064 7.95632 8.17863 7.70813 8.67999 2.39625
internal_count=3121 2706 1679 342 1337 1243 1016 829 608 187 415 574 566 520 502 381 339 165 46 102 221 195 174 285 243 1027 180 1023 158 227
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 3 3 52 52 47 12 50 150 11 133 4 15 2 0 51 51 4 2 51 474 43 3 159 50 52 151 12 0 43
split_gain=11.7699 3.26265 4.13789 3.16903 3.01896 2.74202 2.42999 1.95084 1.93112 1.7514 1.5411 1.55214 1.46024 1.59627 1.42716 1.40692 1.85436 1.34973 1.33291 1.28734 1.13258 1.28326 1.31565 0.9897 2.28655 0.903082 1.05881 0.996995 0.988066 0.692879
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.19022000000000003 0.083875000000000019 -0.040564999999999997 0.093975000000000017 -1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 0.24564500000000003 -1.0000000180025095e-35 0.11093500000000002 -0.062294999999999996 0.08955500000000001 -0.096089999999999981 -0.15289999999999995 0.12669500000000003 -0.026084999999999994 0.084660000000000027 -0.081374999999999989 0.0051600000000000005 -0.22563499999999997 0.10987000000000001 -0.07167999999999998 -0.083274999999999988 0.11201500000000002 -0.14116499999999996 -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=1 9 29 -2 5 6 -5 17 -7 12 -10 14 -1 19 -12 16 -4 -8 25 -14 21 -18 -23 24 -6 28 -27 -28 -19 -3
right_child=3 2 15 4 23 8 7 -9 10 -11 11 -13 13 -15 -16 -17 20 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013339356757985361 -0.0017627473689147053 -0.00027662381104687819 -0.0018660867664809823 0.0017291613365775929 0.0010745607582271857 -0.0017724549859727786 -0.00095291509211876057 -0.0012669693026342828 -0.0011131766183593071 -0.0014964521941719516 -0.00088727664161125034 0.0013379048557652176 0.00070492502386356132 0.0014800874851467513 0.00097211484284478978 -0.0016154572959637483 0.0011502283200136177 -0.00095237808253727143 0.0018262562770644071 -0.0011897380328547149 0.0012326189495701779 -0.0015863332738716748 -9.0020170256599287e-05 -0.0017053243551471502 -0.0018399563487942556 -0.00023100052827002999 0.0015459017471628179 5.9628272453197887e-05 0.00081141846794501764 -0.0015978493793712672
leaf_weight=2.6173019185662261 2.176129797473549 1.231636689044534 1.821103096939624 6.8888236954808262 1.7951203584671023 1.8010013494640578 1.3446546848863423 1.6235888618975867 2.2686460465192786 2.0939487563446155 3.0235044099390485 3.63416513428092 1.5078220330178727 1.3414221443235872 2.0526300240308051 2.6150345504283896 1.6958026289939869 1.980776419863105 3.2550761792808762 3.5934888813644648 1.8576653264462955 2.3576102852821332 6.6481660213321447 2.25675821956247 1.434270244091749 1.9837085027247718 5.5350525202229512 1.762382924556732 1.7914719097316325 25.838554125279192
leaf_count=32 119 21 58 240 33 21 19 46 35 51 51 34 14 9 28 39 15 20 77 68 19 65 58 32 36 24 81 14 33 1729
internal_value=0 -0.000909404 -0.00111987 0.000265011 0.000364325 0.000532695 0.000851838 0.000538313 -0.000120714 -7.79245e-05 0.000150239 0.000479303 0.000249925 -0.000190445 -0.000135397 -0.000454293 -0.000243138 0.000704348 0.000840992 -0.000629722 -7.80867e-06 -0.000223132 -0.000481738 -0.000830917 -0.000219865 0.0005953 0.000883889 0.00118696 -0.000114737 -0.00153774
internal_weight=0 55.2196 44.0656 46.6078 44.4316 38.9455 26.1655 19.2767 12.7799 11.154 10.9789 8.7103 9.06003 6.44273 5.07613 16.9954 14.3803 17.6531 16.3085 5.10131 12.5592 10.7016 9.00578 5.48615 3.22939 13.0534 9.28114 7.29744 3.77225 27.0702
internal_count=3121 2178 2004 943 824 723 554 314 169 174 148 113 123 91 79 254 215 268 249 82 157 138 123 101 69 172 119 95 53 1750
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 47 130 11 43 13 48 14 128 15 41 16 43 52 52 2 150 2 52 3 4 46 457 43 14
split_gain=7.54714 2.58235 2.37133 2.36104 3.09996 1.76825 2.47328 1.86718 1.47863 1.2914 1.27295 1.25318 1.30564 1.21504 1.1606 1.26311 1.31248 1.1501 1.13455 1.33778 1.11319 1.0698 1.15578 0.849749 1.15682 0.938973 0.839719 0.985887 0.763464 0.652788
threshold=0.094385000000000011 -0.064509999999999984 0.16158000000000003 -0.12018999999999998 -0.028564999999999997 -0.013125 0.092530000000000015 -0.0060099999999999989 0.080455000000000013 -0.073404999999999984 -0.15416999999999995 0.12879500000000002 -0.46885499999999997 0.089035000000000017 -0.015744999999999999 0.075585000000000013 -0.0083599999999999976 -0.074359999999999996 -0.092399999999999982 -0.081429999999999989 0.090790000000000023 0.10801000000000001 -1.0000000180025095e-35 0.11434500000000002 0.090900000000000009 -0.067104999999999984 0.089105000000000018 -0.079829999999999984 -0.51144999999999985 0.018475000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 10 7 11 -3 14 -6 -5 12 -7 26 -1 16 -16 -8 -11 -20 21 22 -14 24 25 -21 27 -2 -12 -9
right_child=1 2 -4 4 9 6 17 29 -10 18 28 -13 20 -15 15 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017924950504689808 -0.00027287936485914665 0.0016842091976947183 0.0016800448417449187 0.0032173647979771799 0.00085555975070966976 -0.0012037932371873866 0.00020689877854414651 -0.0018442985888439715 -0.0018373565298402874 -0.0023365144528574985 -0.00015319188378474084 -0.0014162638967429671 0.0022348213536046409 -0.0017350834751615038 -0.0011320951767721482 -0.0020043298543014499 0.0011706250962358754 -0.0015467908535591608 0.0010701333361722931 0.00067840199833083372 0.0016239232740458383 -0.0011479666159906882 -0.00019590563492714487 -0.002405408967787293 0.00023053998971387095 -0.0019905079397767446 -0.00081983659943058492 0.0020036045600345491 -0.0019538496381878772 0.00054631141124398684
leaf_weight=1.8122746236622331 0.98747235722839821 0.88973756786435831 3.2597075393423429 0.22476547956466575 2.5047739800065747 1.318601181730634 2.6002446012571454 5.2798809865489629 1.7761322464793918 1.8661316782236088 1.1195056438446034 1.2687927708029736 1.6540399789810178 0.56032139994204033 1.7205016883090127 1.2878411645069716 3.1458142120391122 4.7500428818166247 1.8950899764895428 0.7428568424656955 6.2623198451474309 1.5966656282544134 1.8758442979305967 1.4037678167223928 3.6989040691405535 2.9231892079114932 0.64774007722735394 6.3635667786002141 19.27290853951127 0.56852076668292273
leaf_count=24 15 15 85 1 33 17 39 219 51 55 21 10 21 9 26 37 36 82 21 9 122 14 26 28 34 74 9 249 1728 11
internal_value=0 0.000250661 -3.12896e-05 -0.00101321 -0.00126592 -0.000230061 6.90219e-05 -0.00117667 -8.84116e-05 -0.000533953 -0.0017997 0.000592529 0.000793099 0.00128254 0.000301519 -0.000137543 0.000356491 -0.000926404 -0.000811721 -0.000544887 0.0010243 0.000291829 0.000943089 -0.000893924 -0.000605833 -0.0014497 0.00149392 0.0016978 -0.001855 -0.00161191
internal_weight=0 39.8835 31.3244 45.3945 35.6519 28.0647 21.3266 6.73814 9.74256 15.0347 20.6172 13.9763 12.7075 8.5591 7.96643 6.15416 4.86632 7.35029 12.5299 10.6638 11.3889 5.12655 3.52988 8.76872 7.36495 3.66605 7.99878 7.35104 20.3924 5.8484
internal_count=3121 943 661 2178 2004 576 331 245 174 254 1750 210 200 282 123 99 62 121 221 166 183 61 47 145 117 83 273 264 1749 230
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=4 12 151 9 50 1 151 47 132 47 2 48 159 147 2 41 3 16 51 3 41 0 52 156 15 15 0 15 39 2
split_gain=6.37375 3.31742 2.5542 2.08657 1.873 1.76576 1.48636 1.42597 1.418 1.38968 1.27586 1.19786 1.35027 1.11606 1.66018 1.36142 1.09062 0.962388 1.05295 0.941094 0.844959 0.817291 0.808658 1.01869 0.780533 1.25206 1.12427 0.718597 0.605981 0.768247
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 0.11875500000000001 0.13021500000000003 -0.086769999999999986 0.12794000000000003 0.081465000000000024 0.077555000000000013 0.113445 0.090390000000000012 -1.0000000180025095e-35 0.10271500000000001 0.10882500000000002 0.08178500000000001 0.10732000000000001 0.054560000000000004 0.095050000000000009 -0.097604999999999983 0.078065000000000009 -0.18113999999999997 -0.12005499999999998 0.082410000000000011 -0.016799999999999995 0.035560000000000008 -0.090809999999999988 -0.026084999999999994 0.08456000000000001 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=1 3 -2 -1 7 16 9 10 11 -5 13 24 -13 14 15 -4 19 18 21 20 22 -14 -3 27 -8 26 -26 -24 29 -28
right_child=2 5 4 6 -6 -7 8 -9 -10 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.0027512819159875041 -0.0027195336005166912 -0.002415668949115568 0.0026993732489648415 0.0018114286701411157 -0.0021651529842918074 0.00040739233966122793 -0.0023234633581102715 -0.0020990642260603552 0.00086628064514638269 -0.0019835826033627376 0.0026260716076438365 -0.0028397902644483196 -0.001917188956850571 -0.0019073281460681081 -0.0022656343719506858 -0.00096014207412789977 -0.0005367286895767659 -0.0020210708361262436 0.0019848799096872723 -0.002414516121614866 -0.0028382364681734228 0.00077952845583765412 -1.413808289296419e-05 0.0013766298712210951 0.00097223453979434647 -0.0027368573452509499 -0.0026872302554766777 -0.0017851447610886244 0.00010579069472959203 -0.00016871122684922245
leaf_weight=0.99786250432953494 1.5205908529460419 3.0771167315542689 2.9870115015655725 2.1356842573732204 1.2307691983878601 1.9833246208727349 8.0390582559630399 0.79954395443201143 2.0104014743119469 0.90106694493442763 3.7293514516204596 1.3412043675780294 1.3538447543978684 0.91034802421927441 0.75907054729759682 0.85981619171798218 2.8958498314023009 1.2372758295387027 1.9257272155955432 30.351035120896999 2.9415838541463009 1.6227605892345307 2.1777642117813212 1.1367119941860435 1.9615031722933158 2.6685945186764002 2.4498029453679728 4.8682774631306494 1.4189805416390298 1.1778937522321937
leaf_count=47 15 119 104 54 14 30 136 10 38 13 167 19 9 9 10 11 19 27 33 1824 64 37 32 15 30 43 48 115 13 16
internal_value=0 -0.00154852 0.000398277 -0.000894834 0.000818723 -0.00196166 -0.00101513 0.00118432 -0.00120494 0.00068537 0.00146826 -0.0013702 -0.00051032 0.000685503 0.00119797 0.00188142 -0.00206069 -1.4452e-06 0.000508278 -0.00215974 -0.00161524 -0.000447015 -0.00129574 -0.000874588 -0.0017333 -0.00124301 -0.000674177 -0.00123777 -0.00131409 -0.00186948
internal_weight=0 80.6733 12.7965 31.2417 11.2759 49.4317 30.2438 10.0451 27.207 3.03675 9.2456 25.1966 7.48081 5.51625 4.6059 3.84683 47.4483 6.13961 4.90233 44.5525 14.2015 2.97661 11.2599 8.18275 17.7158 9.67677 7.00818 7.04604 5.04668 3.6277
internal_count=3121 2781 340 563 325 2218 516 311 449 67 301 411 125 134 125 115 2188 106 79 2169 345 46 281 162 286 150 107 147 77 64
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=4 12 1 14 3 151 3 132 133 13 12 3 43 15 42 42 47 42 12 12 48 1 151 159 15 16 42 48 2 3
split_gain=3.12577 2.5368 2.22217 1.73048 1.70966 1.63459 1.47911 1.30445 1.41834 1.50647 1.15486 1.10665 1.49016 1.41696 0.877454 1.30526 1.74022 0.874018 1.66354 0.826601 1.11569 0.942346 0.790615 0.923334 1.10698 0.774551 0.9505 0.765631 0.721081 0.784164
threshold=0.27287000000000006 0.084100000000000022 0.13021500000000003 0.076175000000000007 0.10732000000000001 -0.27559499999999998 -0.097604999999999983 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.14757499999999998 -0.084074999999999997 0.05259500000000001 0.082685000000000022 0.094165000000000013 0.084635000000000016 0.097480000000000011 0.10256000000000001 0.078300000000000008 -0.040564999999999997 -0.064549999999999982 0.13707500000000003 -0.086944999999999981 -1.0000000180025095e-35 0.035560000000000008 -0.16927999999999996 0.088380000000000014 -1.0000000180025095e-35 0.099515000000000006 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=1 3 4 7 6 -2 14 8 -1 10 -10 12 -12 17 15 16 27 18 -13 -7 -21 28 -11 -24 -25 26 -8 -3 -22 -30
right_child=5 2 -4 -5 -6 19 25 -9 9 22 11 13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0026354575179816692 -0.0028502572782023385 0.0012836240565730643 0.0022114758238224643 -0.0031842656070421981 0.00057126477600898508 0.0030480595612978429 -0.003246016571783277 0.0023135790701726998 -0.002673553654960293 0.0012647187706297535 -0.0031186647175434779 0.0030568078508642176 0.0027485734814928554 0.0067942017759297056 -0.0032283739732512002 0.0020748946272193232 0.0036678595053985549 -0.0018830247664572456 -0.0034215768603991221 0.0032611881724546022 -0.0017254389830558727 0.0030088394161336164 -0.0029592744278947626 -0.00013965856411560232 -0.0031332905228900745 -0.003112708266035779 0.00065376651604806882 -0.0024638621941842262 0.0016808232994322918 -0.0014251702129114683
leaf_weight=2.0728646134957769 0.96310132741928001 0.59316356619819988 1.3798452634364355 1.7199510070495296 2.5487055657431474 2.0896632513031355 1.1005771663039969 2.0928217908367506 0.65803249273449971 1.9741499852389086 0.93300669128076019 3.0966540025547089 0.72227033972740173 0.59182700235396613 1.4114991487003861 1.3869878128170965 0.58696863846853364 0.54907977022230614 0.42379188071936358 1.4938246030360449 1.8887485889717934 1.0238721803762016 1.6525438437238325 9.6440106150694103 1.3207882870919991 10.167030930984764 1.2615343527868388 3.7810867163352713 2.270407617092133 1.1525175548158584
leaf_count=98 15 21 28 57 19 154 53 51 9 26 112 142 7 13 38 24 9 9 15 43 28 36 49 155 32 1561 40 201 61 15
internal_value=0 -0.000844325 -0.0015678 -0.000206092 -0.00179614 0.000964089 -0.00209354 -7.02679e-06 -0.000212476 2.04128e-05 0.00119276 0.00159553 -0.00055853 0.00236045 -0.00104137 -0.000555103 -0.00129036 0.00171566 0.00227694 0.00133445 0.000877083 0.000314948 -0.000539963 -0.000822329 -0.000500263 -0.00274518 -0.00116326 -0.00195569 -0.000204324 0.000635018
internal_weight=0 51.6692 24.2174 27.4518 22.8376 10.8821 20.2888 25.7318 23.639 21.5662 6.97466 6.31663 1.65528 4.66135 7.75971 6.34821 4.96122 4.06953 3.52045 9.91903 7.82937 6.33555 14.5915 12.6173 10.9648 12.5291 2.36211 4.37425 5.31167 3.42293
internal_count=3121 2769 1994 775 1966 352 1947 718 667 569 307 298 119 179 293 255 231 166 157 337 183 140 262 236 187 1654 93 222 104 76
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 3 39 16 47 50 38 51 474 48 11 159 42 16 12 158 157 160 151 42 150 51 457 16 43 150
split_gain=9.436 3.28348 3.20905 2.28723 2.56619 2.1719 2.29563 2.27907 2.39024 2.75817 1.63188 1.46272 1.27025 1.35257 1.18303 1.44547 1.50926 1.15976 1.03779 1.01865 0.991278 0.978672 1.22637 1.43893 0.945403 0.781547 0.717188 0.665353 1.41237 0.787527
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.10732000000000001 -0.097604999999999983 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12033500000000001 0.11534500000000002 0.10657000000000001 -0.096089999999999981 0.084660000000000027 0.099600000000000008 0.080455000000000013 0.092630000000000018 -1.0000000180025095e-35 0.64105000000000001 0.085440000000000016 0.084765000000000021 -0.06266999999999999 -1.0000000180025095e-35 -0.084129999999999996 -1.0000000180025095e-35 0.12026500000000001 0.08955500000000001 -0.079829999999999984 -0.056919999999999991 -0.081374999999999989 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=1 11 10 4 14 6 7 8 9 20 26 -1 13 19 15 16 -3 -9 -18 25 -4 -22 -23 -24 -25 27 -2 29 -29 -13
right_child=2 3 5 -5 -6 -7 -8 17 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0024604348846537982 -0.00019017895489541555 -0.0024191626942662381 0.0024705297157524343 0.00035377445447431897 -0.0022373272033831678 0.0018140794995456337 0.0028132060670158173 -0.0019779446013944275 -0.0018918314644992865 -0.0025342516551989267 -0.00052435275304915478 -0.00038279674127811563 0.0013516951310667004 0.0015258874309162834 -0.0024714248351490652 -0.0026025498061179072 -0.0011038022476530802 0.0011652462951140447 0.0010690623334559115 -0.0025847066332225876 -0.00096219245653892164 -0.00095415810819916022 -0.00079798268202441744 0.0019350778386239751 -3.508937325150934e-05 -0.0016460440725555722 0.0024542241152535164 0.00043876307050809172 -0.0019345825645408063 0.0014075830800487378
leaf_weight=1.8005472533404852 0.62855929695069779 1.2124730339273799 1.5130524877458942 3.0242664627730838 22.18036297056824 3.2390031116083255 1.3136016260832537 5.5256885644048443 3.0825327318161717 1.6484523527324189 1.5100270062685011 3.3482852643355763 2.4075532145798197 1.6844454780220974 1.9809068394824851 1.4459151895716784 1.6913788132369507 0.73463481944054354 4.3032919634133577 1.4259564876556385 2.2230460206046798 1.9693975783884621 1.8347496706992474 6.2470653317868425 1.7146441135555504 2.6497821006923905 5.739174989052116 2.6455943714827299 2.90680322609842 2.2820015214383602
leaf_count=63 12 72 25 18 1705 83 23 160 39 39 18 48 29 19 60 42 33 15 48 34 33 24 22 78 17 38 228 24 47 25
internal_value=0 -0.00116861 0.000332617 -0.00160199 -0.00178224 -7.31949e-06 -0.00021948 -0.000369848 1.35914e-05 0.000356063 0.00167229 -0.000434268 -0.000245734 -0.000472726 -0.000833025 -0.000457953 -2.76989e-05 -0.0016091 0.000455995 -0.000693362 0.000663414 0.000467955 0.000738168 0.00107838 0.00151078 -0.000498387 0.00219319 -0.000226445 -0.000803736 0.000342859
internal_weight=0 56.9896 38.9236 35.8386 32.8143 31.0459 27.8069 26.4933 20.2329 17.1504 7.87776 21.151 19.3504 16.9429 10.634 8.65306 7.20714 6.26032 5.99467 15.2584 15.502 13.9889 11.7659 9.79646 7.96171 13.8325 6.36773 11.1827 5.5524 5.63029
internal_count=3121 2305 816 1978 1960 558 475 452 277 238 258 327 264 235 255 195 153 175 81 216 199 174 141 117 95 182 240 144 71 73
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 160 4 1446 52 52 124 133 1365 2 376 49 43 3 38 43 1456 475 151 15 1 2 51 16 13 43
split_gain=2.98871 1.63003 1.60072 1.58732 2.00348 1.68522 1.30468 1.30092 1.25581 1.14105 1.11638 1.08618 1.12113 1.12492 1.08213 1.04226 1.00963 1.37959 1.00097 0.895882 0.800664 0.797222 0.74253 0.855959 0.881822 0.840232 1.20708 0.860824 0.80238 0.681002
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.084050000000000014 -0.50216499999999986 -0.091944999999999985 0.51303500000000013 0.088980000000000017 -0.43320999999999993 -0.12005499999999998 -0.043384999999999993 -0.25159999999999993 0.084635000000000016 0.14445500000000003 0.091135000000000008 -0.048674999999999989 -0.083879999999999996 -0.084074999999999997 0.082490000000000022 -0.40263499999999991 -1.0000000180025095e-35 -0.082139999999999991 -0.27559499999999998 0.035560000000000008 0.111945 0.090790000000000023 -0.076794999999999988 -0.42170999999999997 -0.055129999999999992 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=1 -1 14 5 -5 -4 7 8 -2 -7 18 -12 13 19 21 -6 17 -11 -10 -13 -21 -3 -22 25 -25 27 -27 -24 -29 -18
right_child=6 2 3 4 15 9 -8 -9 10 16 11 12 -14 -15 -16 -17 29 -19 -20 20 22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0035846452447837792 -0.0035218987151673636 0.00059211711702214119 -0.0036785740165316298 0.0021795564798238057 0.00024302053339039792 -0.0028483028841303376 0.0030981318315508482 -0.0037263580494639728 0.0029134651169127894 0.00055559163441939801 -0.0038125733631290547 -0.0037439109318986629 -0.0036331775790774462 0.0031315156786757311 0.0023260445470052681 -0.0031552009273780215 -0.00032823127787417436 0.0069871200134584465 -0.0025862768891316708 -0.0026497320468979323 -0.0032738582783350999 -0.0035627479829789832 -0.0019289109745270711 -0.0038111503371932817 0.00054671132239056625 -0.0013372452873694483 0.0024076666498941066 0.0028904951245805758 -0.0001835428191718943 0.0015451038768780007
leaf_weight=3.4143899171613183 1.0564630012959302 0.62974310293793667 1.2905949596315611 1.2910064118914357 1.3390126270242104 1.1263512759469438 1.7887786542996753 1.0659321802668262 2.9914179826155443 0.92974855564534664 0.84330689068885334 0.69287957996131311 0.8780915942043056 1.6426835064776231 0.48560169152915467 5.8375148498453058 6.0569493472576124 0.70971733424812444 0.46088609471917141 1.0563334538601648 0.61583451973276027 4.844872838817543 1.9051012042909858 0.99587527243420426 1.2813088195398448 1.2575511732138878 5.9675824232399277 1.5425216788426039 3.0522648431360064 3.8178448043763638
leaf_count=397 118 25 49 18 79 41 121 32 151 39 23 13 17 67 6 698 122 8 7 42 11 661 22 55 19 25 137 41 42 35
internal_value=0 -0.00131704 -0.00104402 -0.000618281 -0.00180446 0.00010269 0.00022399 3.57087e-05 0.000188532 0.000488753 0.000344186 5.26637e-05 0.000208714 0.000377307 -0.00264397 -0.00252115 0.000815192 0.00333977 0.00217924 0.000130983 0.000282888 -0.00308482 0.000469302 0.000613355 -0.0013591 0.000940615 0.00175586 3.44097e-05 0.000848446 0.000396047
internal_weight=0 31.7733 28.359 22.3987 8.46753 13.9312 29.0948 27.306 26.2401 12.6406 25.1836 21.7313 20.888 20.0099 5.96022 7.17653 11.5143 1.63947 3.4523 18.3673 17.6744 5.47462 16.618 16.0022 2.27718 13.725 7.22513 6.49989 4.59479 9.87479
internal_count=3121 2178 1781 1089 795 294 943 822 790 245 672 514 491 474 692 777 204 47 158 407 394 686 352 341 74 267 162 105 83 157
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=1 3 3 52 1446 12 151 2 8 11 133 51 48 4 50 47 51 51 48 16 1 0 43 474 3 0 51 148 0 43
split_gain=9.44403 2.81519 3.45702 2.7929 2.65854 2.61233 2.35602 2.57787 1.95465 1.91073 1.50205 1.46763 1.42881 1.55419 1.73843 1.37865 1.36791 1.61691 1.3567 1.15441 1.13344 1.21445 1.07231 1.22405 0.874398 0.795266 0.627494 0.617388 0.587299 0.656768
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 -0.40381499999999992 0.090790000000000023 0.088180000000000022 0.080455000000000013 0.0068000000000000014 -0.076794999999999988 0.11951500000000001 -0.15464999999999998 0.096530000000000019 0.086785000000000015 0.08955500000000001 -0.096089999999999981 0.10396500000000002 -0.0083599999999999976 0.13075500000000004 -1.0000000180025095e-35 -0.088004999999999986 0.084660000000000027 0.0051600000000000005 -0.087319999999999995 0.14122000000000004 -0.080634999999999984 -0.14001499999999997 -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=1 9 28 -2 5 15 -7 8 20 10 19 -9 13 -13 27 -5 17 -4 -17 -1 21 25 -19 24 -24 -8 -14 -15 -3 -30
right_child=3 2 16 4 -6 6 7 11 -10 -11 -12 12 26 14 -16 18 -18 22 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0002789519623841267 -0.0025544471401436437 -0.00026614115969363197 -0.0027077335233409998 0.0024682484672359064 -0.0027125842544724913 -0.0026808405417256902 -0.00097861664398596403 -0.00097398765803406761 0.0025871797556044594 -0.0023217036134635209 -0.0015063955720374849 -0.0014732566770451611 -0.0010291832324614675 0.0006248608072902663 -0.00095038899069860565 -0.0012289877606294966 -0.0023821573827966674 0.0019703699456301558 0.002134338190190575 0.0018762600660731238 0.00055513147073348382 0.0011191458620557245 -0.0020365586185857451 0.0016204619495578335 -0.00024177941764619651 -0.0026600018988379463 0.0010383361772379682 0.0026177979408371303 -0.00048179088533226329 -0.0023903524059004813
leaf_weight=2.6782887736335388 2.0696736928075543 0.92650087643414636 1.6449838746339072 5.7249636910855752 1.6248145550489415 1.6673346105963016 4.568971682339904 2.0335777513682904 1.1726226154714812 2.0433306004852048 2.0156384948641062 0.86423387378454286 1.9492329508066171 1.1027604639530206 1.0987466536462314 1.562706118449569 2.5637321826070538 1.4160303473472584 1.4304278343915937 3.6656495705246916 2.8935804376378647 1.1634109858423505 2.3117113914340717 1.6528752166777838 6.2876999378204346 2.8407302303239712 1.7212171256542204 7.9161396892741207 1.1834507910534728 21.876205163076527
leaf_count=44 119 16 58 231 29 19 47 31 20 51 40 11 22 16 13 16 39 12 29 39 28 11 69 18 58 117 19 165 20 1714
internal_value=0 -0.00131459 -0.00161627 0.000274352 0.000415991 0.000544 0.000204549 0.000368603 -0.000481473 -0.000158586 0.000370144 0.00101252 0.00128823 0.00173872 0.00201309 0.00175074 -0.000713045 -0.000391625 0.000378356 0.000966371 -0.000795284 -0.00125107 -6.51034e-05 -0.00034624 -0.000724256 -0.00162323 -5.96428e-05 0.00237412 -0.00221414 -0.0022924
internal_weight=0 50.2661 39.8632 43.4051 41.3355 39.7107 30.9926 29.3252 12.6393 10.4029 8.35958 16.6859 14.6523 10.9819 10.1176 8.7181 15.877 13.3133 2.99313 6.34394 11.4667 8.57311 11.6683 10.2523 8.59941 7.4097 3.67045 9.0189 23.9862 23.0597
internal_count=3121 2178 2004 943 824 795 519 500 223 174 123 277 246 205 194 276 254 215 45 83 203 175 157 145 127 164 41 181 1750 1734
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 52 47 0 0 15 1 0 14 50 49 48 160 42 42 4 51 1 159 0 16 148 151 3 0 3 1 2 4 0
split_gain=11.9146 4.09237 3.66147 3.11746 4.25882 2.4798 2.41626 2.27111 2.24056 2.13895 2.11619 1.69046 2.03373 1.67287 1.7281 1.73419 1.66103 1.75714 1.41086 1.28877 1.31033 1.25899 1.20003 1.15717 1.11119 1.04964 1.02917 0.930886 0.91804 0.740327
threshold=0.094385000000000011 -0.26636999999999994 0.086785000000000015 -0.060129999999999996 -0.10607499999999999 0.035560000000000008 0.11146500000000002 -0.062294999999999996 0.062655000000000016 0.11843500000000001 0.082865000000000008 0.12879500000000002 -0.26568499999999995 0.092620000000000022 0.084635000000000016 -0.52556499999999995 0.08955500000000001 0.077565000000000009 -1.0000000180025095e-35 0.062580000000000011 0.064860000000000015 -0.08224999999999999 -1.0000000180025095e-35 0.013900000000000001 -0.18901999999999997 0.013900000000000001 0.12408500000000001 1.0000000180025095e-35 0.09173000000000002 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -7 18 10 11 16 12 -3 14 15 -5 17 23 -4 20 -17 -14 -20 -1 -19 -6 27 -24 -2 -8
right_child=1 2 7 13 25 6 29 -9 -10 -11 -12 -13 21 -15 -16 19 -18 24 22 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021903206294741234 -0.0021096239584038417 -0.0018068687353204533 -0.002232083066641845 -0.0023647499141182023 -0.001988731533976309 -0.0019028897377167204 0.0020658141921880173 0.0016535829552102401 -0.0022233630727457698 -0.0013515721271207199 -0.0021952478173702184 -0.0010212725739704824 -0.00045485307740268069 -0.0017908109365911836 0.0019154440454128838 0.00066432913089971605 -0.001683694912254318 0.00042447691523661151 -0.001745258277435004 0.00063378161707244082 -0.0017758526531317237 0.0017455707151433132 -0.0011028037699246501 0.00059749615890288747 0.0022398156593075379 0.00041500611461576527 0.0014167578743919536 0.00080252286691734624 -0.00016975892863023249 -5.7004430841983711e-05
leaf_weight=1.3027053214609607 3.3194097289815536 0.77669525146484986 2.2559433719143263 1.5371134355664242 25.177397237159315 2.4011035105213514 1.322111761197448 1.9759163074195374 2.6870180731639257 1.3304365705698717 1.8029058957472432 1.2187758162617672 1.1918972283601927 2.7837328193709245 1.7348837740719307 1.4965251963585631 1.611840497702359 3.2208511009812355 2.1330098360776875 5.8485325034707785 2.6061306167393923 19.513026552274816 3.1949722608551392 1.2705201618373392 2.6593580264598131 0.81002726405858894 1.7458140756934879 1.6956405863165853 1.544162582606077 1.5321698971092699
leaf_count=42 132 10 52 29 1671 77 14 30 75 22 57 9 16 77 20 17 18 29 24 47 58 437 43 10 22 6 20 17 13 27
internal_value=0 0.000311827 0.000519487 -0.00110302 -0.00140966 0.000926983 -0.000366317 -0.000398422 -0.00050954 0.00120982 -0.000121521 0.00135994 0.00149504 -0.00032637 -1.80775e-05 -0.000310065 0.000249928 0.000618617 -0.000766173 7.31307e-06 -0.000885748 0.0016189 -0.000389067 -0.000813847 0.00124547 -0.00191381 4.68262e-05 -0.000442202 -0.00149373 0.000926291
internal_weight=0 47.1511 42.2875 56.5495 40.5426 29.2862 5.25539 13.0013 14.5552 24.0308 11.8682 22.7004 21.4816 16.0069 13.2232 11.4883 10.0653 8.45343 11.0254 9.95119 4.10266 20.7049 8.76944 2.57323 5.88021 25.9874 6.63643 4.89061 4.86357 2.85428
internal_count=3121 943 798 2178 1930 612 118 186 253 494 178 472 463 248 171 151 121 103 156 122 75 453 104 52 51 1677 80 60 145 41
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=4 12 1 14 3 3 151 132 376 133 42 133 13 52 4 42 42 47 50 16 16 1373 150 159 52 48 133 1 147 47
split_gain=2.94651 2.36818 1.75366 1.58659 1.48587 1.49932 1.44558 1.27986 1.23442 1.38856 1.36846 1.07194 1.20654 1.43229 0.938581 0.839646 1.12349 1.52783 0.818063 0.813023 0.900987 0.758978 0.782432 1.27816 0.935113 0.701004 0.762204 0.689391 1.11384 0.97434
threshold=0.27044500000000005 0.084100000000000022 0.13021500000000003 0.076175000000000007 0.10732000000000001 -0.097604999999999983 -0.27559499999999998 0.081465000000000024 0.048375000000000008 -0.0084449999999999994 -0.088934999999999986 0.084415000000000018 -0.083499999999999977 0.086040000000000019 -0.080364999999999978 0.094165000000000013 0.084635000000000016 0.097480000000000011 0.11875500000000001 -0.16927999999999996 -0.29154999999999992 0.084345000000000017 -0.09547499999999999 -1.0000000180025095e-35 -0.085984999999999992 -1.0000000180025095e-35 -0.087414999999999979 0.13686500000000004 0.10271500000000001 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 15 -2 8 9 -1 -10 12 13 14 -11 16 17 25 27 20 -7 22 -14 -24 -25 -3 -27 28 29 -8
right_child=6 2 -4 -5 -6 19 18 -9 10 11 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028638286601110389 -0.0024266344283321727 0.0010448688507589583 0.0016304335598112969 -0.0027343694957810902 0.00040098877982272459 -0.0027813408957098984 0.0018367269423241656 0.0020313526966605935 -0.0012473369142021883 0.0043470504322205821 0.0025098555643901415 -0.0025071250786408922 0.0021348477434266636 -0.0017484111026909322 0.0011058108421556051 -0.0027751290296876116 0.0016706481144481322 0.0030562400709605269 -0.0013300593794213027 -0.0027118592131369279 0.00065888455872147706 -0.0024333394020389092 -0.0028159946875573371 -0.0016845608112344866 0.00036031617057087888 0.0012886035147642095 -0.0024937476841368775 0.0029098547386643969 -0.0018389650974513379 -0.00097272783927671675
leaf_weight=1.5504055130295586 0.89776192791759868 0.61432066839188326 1.3419006476178754 1.6199454399757076 2.5447152638807884 0.99963585985824499 5.4949245150200987 2.034040846861898 1.0048370622098448 0.9780755368992694 2.2406972856260827 1.3645615349523712 0.93495516944677604 0.84118204191327084 1.8461163300089669 1.33003977779299 1.4059518743306396 0.57250443752855051 0.89014689810574132 9.519062346313147 1.197328052017842 1.2156504150480021 1.3861439744942021 2.0254907454364108 7.6247022273018512 0.43267599120736155 3.2092537037096962 1.6701776487752793 0.86858697794377793 1.0526171941310165
leaf_count=85 15 21 27 57 19 63 191 50 15 15 94 114 13 18 61 38 24 9 15 1561 23 16 49 79 104 12 189 111 15 18
internal_value=0 -0.000712158 -0.00133781 -0.000168607 -0.00152031 -0.00177389 0.000824791 -2.66223e-06 -0.000182443 -0.000433494 0.00134661 -0.000226652 -4.19983e-05 0.00131568 0.00222832 -0.000845515 -0.000433874 -0.00104663 0.00111738 -0.00237331 -0.000906445 -0.000419372 -0.00021486 -0.000413917 -6.88855e-05 -0.0015985 -0.00204439 0.00135715 0.00100746 0.00138506
internal_weight=0 49.8342 23.1674 26.6668 21.8255 19.2808 10.8742 25.0469 23.0128 19.7673 3.24553 18.2169 16.8523 3.66537 2.82419 7.56475 6.23471 4.82875 9.97645 11.716 2.19696 13.1869 11.9713 11.0363 9.65019 4.25625 3.64193 9.08631 7.41613 6.54754
internal_count=3121 2756 1986 770 1959 1940 365 713 663 554 109 469 355 94 76 293 255 231 350 1647 86 261 245 232 183 222 201 335 224 209
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 128 50 11 4 48 14 123 159 50 47 49 51 47 133 16 0 43 13 4 16 1 51 160 148 13
split_gain=9.05067 2.83645 3.43468 2.77815 2.5758 2.1909 2.05081 1.90137 1.6856 2.11617 1.51974 1.5183 1.36106 2.00927 1.32149 1.26998 1.24986 1.22804 1.10366 1.281 0.982078 1.28832 1.62594 0.987966 1.37298 0.78645 0.729438 0.789358 0.86763 0.681147
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.086785000000000015 0.086435000000000012 0.11843500000000001 0.080455000000000013 -0.04890499999999999 0.12879500000000002 0.077685000000000018 0.083430000000000018 -1.0000000180025095e-35 0.089280000000000012 0.13148500000000005 0.082865000000000008 0.08955500000000001 0.11069000000000002 0.0068000000000000014 -0.0083599999999999976 -0.23051499999999997 -0.043144999999999996 -0.47860499999999995 -0.0016099999999999997 -0.029084999999999996 0.10557500000000002 -0.076794999999999988 -0.24498999999999996 -0.080634999999999984 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 8 18 11 10 26 25 -6 14 17 16 20 -14 19 -1 -4 -22 -23 24 -24 -5 -10 -28 -29 -19
right_child=3 2 15 4 12 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 29 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00030019822762929893 -0.002109762509523749 -0.0018096546557440783 0.0015014885455793814 -0.0022251349463796102 -0.0017927648337596178 -0.0017545074629299431 -0.0014985653355486202 -0.0018613309136053002 0.00033904469681451932 -0.0010064649506231376 -0.0011525071629504798 0.0022138027891683513 -0.00067593266660734058 0.0019592694402882846 -0.0017198802140814726 -0.0020598910107926869 -0.0018244041376634542 0.0022896059983086416 -0.00099392819932241495 0.0016209205708420089 0.0011685416988676716 0.00075021632909672952 0.0011517622800761693 -0.0022579370307350974 -0.0015887506144629171 -1.2262951188480975e-05 -0.00011236104545955014 0.00027344059308295987 0.0020269498357679099 0.00021641369403303291
leaf_weight=2.5191889517009254 1.9678582176566113 22.24470776412636 1.4858877211809147 1.2018871828913722 2.2687944751232854 1.3812904329970468 1.4143850179389108 1.9715954856947062 1.7041324311867452 1.5694475919008244 0.88252165541052718 0.82786088995635498 4.0818809671327454 1.7931850384920824 2.4641847889870405 2.0618438413366666 2.0132338665425769 1.1815666463226064 1.8485876591876147 3.5662676412612186 2.048686213791366 2.4336857646703685 1.2724794931709769 2.4346613567322581 1.9992571454495154 1.5826746746897695 0.90391485299915864 1.3162326961755866 13.616328979842349 1.5693602664396182
leaf_count=44 119 1750 16 47 55 31 33 51 34 14 8 24 43 30 27 61 32 17 40 39 22 17 10 54 42 23 18 19 373 28
internal_value=0 -0.00103163 -0.00128789 0.000282234 0.000400623 0.000774031 0.000913629 -4.87373e-05 0.00105816 0.00129243 0.00148827 -0.000238358 -0.000337324 -3.9575e-05 -0.000425108 -0.000550952 -0.000323657 4.18388e-05 0.000401689 0.000825637 -6.4861e-05 -0.000293291 -0.000661203 -0.00126315 -0.00052288 -0.000967394 0.00162114 0.0017591 0.00187239 0.00110688
internal_weight=0 47.9001 37.9944 41.7275 39.7596 26.4007 25.0194 9.90564 23.605 19.9926 18.4231 3.61242 13.359 11.0902 9.29699 15.7497 13.6879 6.83281 7.93404 6.08546 11.6747 10.1888 8.14008 5.7064 3.27174 2.78456 17.5406 15.8365 14.9326 2.75093
internal_count=3121 2178 2004 943 824 624 593 174 560 466 452 94 200 145 115 254 193 88 123 83 161 145 123 106 52 70 444 410 392 45
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=1 484 42 160 42 43 1425 4 150 484 52 1 12 3 376 2 48 160 2 12 1443 48 474 40 15 16 1 47 12 4
split_gain=2.8892 1.55736 1.58075 1.41421 1.48244 1.50119 1.27528 1.60272 1.20459 1.16424 1.04362 1.04041 1.45155 1.08382 0.932278 0.912259 1.12254 0.850629 0.976076 0.902875 0.844227 0.745755 0.744625 0.718141 0.588069 0.83731 0.582557 0.573146 0.829971 0.690983
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.091944999999999985 0.084050000000000014 -0.11720999999999999 0.08209000000000001 0.50996500000000011 0.080470000000000014 -1.0000000180025095e-35 -0.12005499999999998 0.12811000000000003 0.092465000000000006 0.095270000000000007 0.091135000000000008 0.090790000000000023 -0.064549999999999982 0.086870000000000017 -1.0000000180025095e-35 0.09857500000000001 0.10251500000000001 0.12879500000000002 0.086870000000000017 -0.081239999999999993 -0.13843999999999998 -0.070454999999999976 0.11588000000000001 0.13148500000000005 0.10345000000000001 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 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 14 20 10 -6 7 8 9 -2 -5 12 13 24 22 16 -10 18 -12 -20 -4 -17 -3 -7 -11 -26 -14 28 29 -13
right_child=6 2 3 4 5 23 -8 -9 15 11 17 27 26 -15 -16 21 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033376255945875401 -0.002509281281868574 -0.0032061279962197161 -0.00335913761557608 -0.0026069851678807068 0.00090423745250255497 0.002155960020940696 -0.0042693242861487971 0.0028941745848777719 0.0032732356039628023 0.0035138127644888206 -0.0023176160248534099 -0.00095745362771038284 -0.0033827211212311211 -0.0011910408365346525 0.0018569661266308957 0.0026168956120549676 -0.0017575854065830258 -0.0010071807174621267 0.001942577277997021 -0.00097185590918457581 0.0030848338709199862 -0.00071443774358909292 0.0016273398208143399 -0.0028154543098397773 -0.00087346389661716636 0.002517068918006053 -0.00074558439206240097 -9.0229348592861194e-05 0.0042386476141343873 0.0033327210689673135
leaf_weight=3.1984609244391349 2.2794692167081054 4.8388628396205666 2.3950597587972982 1.1041237362660457 1.9588450076989916 0.3282564710825796 0.64452652912586827 2.3699606019072226 0.63536935346201096 0.99564310815186097 0.78034473350271483 1.0324577670544397 2.0874756579287355 3.1200957470573485 0.47878951206803311 4.0002923253923655 1.752636270597576 2.4389908146113148 6.9719086186960251 1.3309289216995237 0.23469966137781728 0.85806090105324972 0.36003806674852956 4.4065892826765563 1.7054646271281022 1.3898788094520393 1.5234677647240458 2.0738703981041908 1.1753717539831994 0.63900043815374363
leaf_count=397 86 665 237 41 39 8 43 145 17 30 28 18 122 70 6 138 51 31 127 18 4 12 21 556 31 52 29 31 26 42
internal_value=0 -0.00119564 -0.000947659 -0.00055319 -0.000249537 -0.00148313 0.000239437 0.000344581 0.000105452 -0.000343466 0.000404435 -2.98664e-05 -0.000591952 0.000248382 -0.00247266 0.00122194 -0.00041905 0.000693008 0.00114954 0.0014754 -0.00278403 0.00202853 -0.0028714 -0.0024708 0.00134619 0.000648962 -0.00227011 0.00120632 0.00215084 0.000682685
internal_weight=0 30.8259 27.6274 21.9497 19.32 6.69369 28.283 27.6385 25.2686 18.0222 12.6263 15.7427 10.822 7.21108 5.67769 7.24636 2.38801 11.5222 9.08318 8.30284 2.62976 4.85835 5.1989 4.73485 4.09099 3.09534 3.61094 4.9207 2.84683 1.67146
internal_count=3121 2178 1781 1089 848 603 943 900 755 537 245 451 334 183 692 218 68 204 173 145 241 150 686 564 113 83 151 117 86 60
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=12 4 13 1 132 14 0 47 48 48 52 52 47 0 4 51 4 16 2 2 3 0 457 4 15 0 457 2 12 1
split_gain=7.82745 4.16297 3.07861 2.33111 2.20087 2.14036 2.01293 1.91115 1.97593 1.5942 1.69914 1.47966 1.44327 1.40883 1.27164 1.9918 1.21735 1.10771 1.09947 1.14865 1.11762 1.09149 1.09105 1.08687 1.07314 1.17903 1.02233 1.17998 1.04052 1.34413
threshold=0.079890000000000017 0.181285 -0.00051499999999999994 1.0000000180025095e-35 0.087955000000000019 0.078400000000000011 -0.060129999999999996 0.079855000000000023 0.10396500000000002 -0.032929999999999994 0.13796000000000003 -0.085984999999999992 0.092710000000000015 -0.053834999999999994 0.0061450000000000003 0.087505000000000013 -0.014149999999999998 0.40020000000000006 0.097220000000000015 0.10327000000000001 -0.13309499999999996 -0.090809999999999988 0.091015000000000013 0.42642000000000008 -0.11713499999999999 -0.13843999999999998 0.080930000000000016 0.091265000000000013 0.084100000000000022 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 6 3 16 11 7 26 -5 -9 -3 23 -4 14 -8 15 21 -1 18 20 -20 -15 -13 -16 24 25 -11 28 -28 29 -2
right_child=1 9 4 5 -6 -7 13 8 -10 10 -12 12 -14 17 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00091476169902677661 -0.0013667067834496267 0.0024181915644860955 -0.001378984337690741 0.0020168819496935715 0.0021049312658982986 -0.0021761180911236896 0.0011488221435159607 -0.00082553689287575877 0.0021595712085539444 0.00017180123114114582 -0.0022833114534354946 0.0012120006352952747 -0.0011653608038330041 7.319433505770843e-05 0.00012896472489651043 -0.0019318275338528381 -0.0021306426499469737 -0.0021254286545978134 0.0014369525920158424 -0.0007642808783841021 -0.0022838634628087138 -0.00055759785717345305 0.0016663792534225557 0.0014503536155058502 0.00069981577896257848 -0.002552888440282178 -0.001574716143170751 0.0014199825065306084 -0.0019681188585010992 0.001923765348351956
leaf_weight=0.87236154824495349 2.6503711203113229 1.133567927405237 4.7938485099002781 8.157593508251006 1.5700760567560781 0.70255696307867843 1.5718189971521486 2.4312662985175861 1.4527500383555887 1.3201757743954647 1.2854519980028269 2.6063409056514502 4.3506036195904008 1.3524858858436348 4.8860881086438885 2.4692165236920118 1.405631593428551 2.3592858342453837 1.7271956223994496 2.2239620480686426 2.1152035621926206 3.1654994422569924 3.0902546551078558 2.1488941125571728 2.4231125107035036 1.2854873957112429 1.3228490781038993 0.91129065211862315 19.331893563270569 0.63016502652317274
leaf_count=11 158 14 107 300 25 12 29 30 32 19 33 32 58 19 76 37 51 116 13 64 30 36 37 42 31 21 66 17 1596 9
internal_value=0 -0.00102289 0.000187943 0.000922462 -0.000221758 0.00125974 -0.00133728 0.0014602 0.000290992 0.00016293 -0.000139144 -0.000365797 -0.00012965 -0.000630701 0.000148198 -0.000409691 -0.0009644 -0.000916757 -0.000532384 0.000197959 -0.00136455 0.000241485 0.000724601 0.000244855 -0.000270278 -0.00117241 -0.00166005 -0.000353199 -0.00178917 -0.000734633
internal_weight=0 45.7932 41.9541 15.0222 26.9319 12.7442 36.1965 12.0416 3.88402 9.59669 8.46312 25.3619 20.568 11.35 16.2174 8.24106 2.27799 9.77813 7.41885 3.95116 3.46769 5.77184 7.97634 7.17767 5.02878 2.60566 24.8466 2.23414 22.6124 3.28054
internal_count=3121 2277 844 436 408 374 2117 362 62 160 146 383 276 271 218 105 62 242 126 77 49 68 113 113 71 40 1846 83 1763 167
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=1 0 14 3 123 484 3 52 3 39 150 0 133 41 11 47 47 0 40 48 13 46 9 15 48 49 160 2 2 4
split_gain=2.67504 2.27128 1.61182 1.49224 1.70732 1.35995 1.27806 1.23449 1.35907 1.26173 1.16906 1.06568 1.05507 1.02175 1.3643 0.986445 0.963161 1.30018 1.23267 1.22234 0.969589 0.92326 0.909274 0.828797 0.827662 0.825531 0.751394 0.693033 2.91995 0.584603
threshold=0.077565000000000009 -0.059114999999999994 0.076175000000000007 0.16158000000000003 1.0000000180025095e-35 -0.0068949999999999992 0.11296500000000002 -0.43320999999999993 -0.10519499999999998 0.16946000000000003 0.10194500000000001 -0.26609999999999995 0.10622000000000002 0.07831500000000001 0.08776500000000001 0.13206500000000002 0.092710000000000015 -0.088099999999999984 0.0046150000000000002 0.086260000000000017 -0.055129999999999992 0.089105000000000018 -1.0000000180025095e-35 -0.095869999999999983 0.092475000000000016 -0.050619999999999991 -0.079874999999999988 0.084055000000000005 0.083995000000000014 -0.069389999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 10 27 -7 13 11 -2 -10 29 25 -15 -6 17 19 22 26 -18 -5 -19 -24 -21 -9 -13 28 -1 -3
right_child=2 12 -4 21 15 7 -8 8 9 -11 -12 16 -14 14 -16 -17 20 18 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032122737235605026 -0.0032410054470031003 0.0007397740961628482 -0.0029066034418488746 0.003357921476447544 0.0028437424083324991 -0.0035936241153871891 0.00071568205323531821 -0.00018996943385595695 0.0033140659801707815 0.0040980014112454921 0.0022521295298538963 -0.00012654297309878861 -0.003248142171515719 0.0021921809157981649 -0.0029940742995670901 -0.0026730110571812488 0.00066407301518975467 0.0041019692873148286 0.0037625553785374517 -0.0029102874724945241 -0.0032216123347709419 -0.0014941603549346264 0.0036077884135364089 -0.0036506844626994573 0.00058812396754090847 0.0034023549662283341 0.0026800153357588478 -0.0035797226315274948 0.01048930447497415 -0.0018017012912687075
leaf_weight=1.1214901800267414 3.0283395093865724 5.8270884593948713 2.2452560416422775 2.6362794358283277 3.3384368703700598 1.1704618823714614 1.1850309651345003 1.0587311964482067 0.82907943520695937 0.74589549005031486 0.57334737107157696 1.9300257866270838 1.2611485680099574 1.3031747788190844 1.2238635006360707 0.4587132642045616 1.0703044920228419 0.22918857634069123 0.4138574581593274 1.6710700914263728 3.1528335860930374 0.59880069456994522 0.20953765697778459 2.972491351654706 1.6949266260489819 3.2073576836846831 3.0830667186528551 7.8321435083635151 0.23389608319848765 1.3959855074062932
leaf_count=128 151 68 79 132 197 132 9 13 21 21 6 38 44 30 21 8 33 2 19 23 66 11 11 318 18 72 63 1313 10 64
internal_value=0 -0.00162481 -5.54272e-06 0.000172426 -4.93621e-05 -0.000335316 -0.00273201 -5.35646e-05 0.000113543 -0.000393758 -0.00236656 -0.000587912 -0.000271187 0.00145793 -0.000319561 0.00217729 -0.000784843 -0.000282396 -0.00198646 0.000495515 -0.00223683 0.00245982 -0.00268395 -0.00317271 -0.00114868 0.00251083 0.0015995 -0.0031767 -0.000847822 0.000248589
internal_weight=0 18.8568 38.845 36.5998 33.3647 29.5676 10.3726 25.9659 24.7954 18.0023 3.60169 17.2564 8.48422 6.79313 2.52704 3.79715 16.4273 12.2042 3.82508 8.37909 4.22314 3.23508 3.41122 3.18203 3.366 4.26609 5.01309 9.18753 1.35539 7.22307
internal_count=3121 1636 1485 1406 1263 1058 1460 901 769 633 157 612 176 136 51 205 591 492 350 142 99 143 331 329 41 85 101 1451 138 132
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 3 3 16 47 50 38 51 474 49 48 16 43 475 160 43 16 0 0 3 3 1374 0 376 42 12
split_gain=8.06397 3.29231 3.20928 2.47871 2.3482 2.18755 2.54757 2.17838 1.91394 1.96525 1.60672 1.52422 1.2562 1.18418 1.16471 1.16339 1.11034 0.940248 0.838664 1.01869 1.03468 0.731158 0.707989 0.687143 0.677227 0.966103 1.11351 1.29179 0.606104 0.598585
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.15619500000000003 0.10732000000000001 -0.097604999999999983 0.062650000000000025 0.092530000000000015 0.10965000000000001 0.10657000000000001 -0.096089999999999981 0.084660000000000027 -0.048674999999999989 0.099600000000000008 0.64105000000000001 -0.073959999999999984 -0.087794999999999998 -0.079279999999999975 -0.12152999999999999 -0.5315899999999999 -0.057069999999999989 0.10455500000000001 0.096675000000000011 -0.15121499999999996 -0.094929999999999987 -0.23001499999999997 0.049360000000000008 0.10077000000000001 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 10 11 4 7 6 13 8 9 18 -2 -1 14 -4 24 28 -10 -15 -3 -20 -21 -19 -23 -22 -13 -26 -27 -28 -9 -8
right_child=1 3 5 -5 -6 -7 29 15 16 -11 -12 12 -14 17 -16 -17 -18 21 19 20 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0020068624391291301 0.0018138095518643314 -0.00050291141343550944 0.00049752506954506097 0.001553178013160614 0.002344956263288431 0.00025258522384196297 -0.00099443551367866699 -0.0019645367071490462 0.00035556023110129369 -0.0018271346752347485 -0.00042917443482809665 0.00040492589843177618 0.001144711071068808 0.00098452807417098807 0.0012150551770169146 0.00097347370347036766 -0.0014647083534654272 -0.0018088754507526641 -0.00040206967829927722 9.5639332223615978e-05 0.0020702849848805546 0.00026982256107904615 -0.0015357689243791722 0.00059681194174111265 -0.0023550635057480182 0.0005918989908509153 -0.0012916611478840407 0.00042762981002572223 -0.00035218241782177174 -0.0019446226945760122
leaf_weight=1.7652895208448196 6.0808412916958323 1.997728131711489 2.5119903218001127 3.2065967246890059 1.2375771775841702 3.1469091661274424 2.8186591584235456 4.3653421299532047 1.7325731292366979 1.333196599036454 1.4500370882451532 2.4805943816900315 2.4095262717455617 0.7757147243246435 1.5979445967823256 0.70026723295450199 4.2231742665171614 3.7720024259760976 1.888469273224479 2.3260131273418718 3.7987913219258127 1.7222360782325288 1.480610793456435 1.6705656331032512 1.1596551239490516 2.5473933946341321 6.2756655495613725 2.1513838190585375 1.0628527514636514 17.655602413229644
leaf_count=63 240 31 31 83 23 18 157 148 18 26 18 20 29 14 19 15 63 167 22 33 67 20 23 17 9 27 128 32 12 1548
internal_value=0 0.00025181 -0.000906708 -3.6271e-05 -0.000229794 -0.00126788 -0.00142354 -0.000356749 -3.6137e-05 0.000375277 0.00138193 -0.00030645 -0.000145259 -0.000644944 -0.000336975 -0.0013492 -0.000935178 -0.00101522 0.000626635 0.000859655 0.00116531 -0.00123763 -0.000564866 0.00162023 -0.000506671 -0.00069303 -0.000517406 -0.000852735 -0.00164883 -0.00181381
internal_weight=0 37.074 54.2712 29.5431 26.3366 33.8837 30.7368 25.099 18.9705 13.0148 7.53088 20.3875 18.6222 10.2626 16.2126 6.12846 5.95575 7.75056 11.6816 9.68384 7.79537 6.97485 3.20285 5.46936 14.6147 12.1341 10.9744 8.42705 5.42819 20.4743
internal_count=3121 816 2305 558 475 1978 1960 452 277 196 258 327 264 255 235 175 81 224 170 139 117 210 43 84 216 196 187 160 160 1705
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 0 31 4 457 151 2 2 1374 3 39 150 13 12 12 1 1 0 160 133 4 16 14 34 47 139 160 16 15 0
split_gain=2.46775 1.94902 1.45993 1.4465 1.54822 1.34846 1.29493 1.68499 1.24069 1.23022 1.22745 1.26239 1.48001 1.17109 0.948512 0.876862 0.987043 0.793206 0.961376 1.13824 0.785673 1.68735 0.730995 0.8116 0.719243 0.842618 0.680935 0.669534 0.852377 0.636757
threshold=0.08592000000000001 -0.060129999999999996 -1.0000000180025095e-35 0.27044500000000005 0.045365000000000009 -0.27559499999999998 0.084055000000000005 0.083995000000000014 -0.035729999999999991 0.149315 0.16946000000000003 -0.07848999999999999 -0.084154999999999994 0.079890000000000017 0.099100000000000008 0.10508500000000001 0.086560000000000012 -0.15202999999999997 -0.082179999999999989 -1.0000000180025095e-35 -0.49405499999999997 0.25084500000000004 -0.46885499999999997 -0.112215 0.12794000000000003 -0.060214999999999998 0.069910000000000014 0.51524500000000006 1.0000000180025095e-35 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 6 -2 4 10 -5 7 13 -6 -8 11 -4 17 -1 20 16 -14 -13 -19 -20 21 -3 -7 -24 25 -25 -10 28 -17 -16
right_child=2 14 3 5 8 22 9 -9 26 -11 -12 12 15 -15 29 27 -18 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013056864368616514 0.0033206765092138463 -0.0033196811482074174 0.0019525438622244571 -0.0027609351796328984 -0.0011355315883240869 -0.00079886699619245206 -0.0029574151612956337 0.0071495857048125052 0.00047340367558577423 0.0004650432307950563 0.0036339698560904697 -0.0036190530746216952 0.0024601004930798628 -0.0031177797025168739 -0.0033962839335445055 4.844513468821507e-05 -0.0031031463324407219 -0.0017730106275202276 -0.0018699613423291167 0.0024404785082115634 0.00087243377340910481 0.0023159308412793568 -0.0012301551891297459 -0.0013593098197986163 -0.0013988954305730577 0.0027287285753319623 0.00325750442748299 -0.0032887993008462249 -0.0028553380736400101 0.00030437609596286404
leaf_weight=1.0990027016960118 1.252143705729394 1.4028291804715984 1.2539923866279448 0.83841545507311721 1.672590237110853 1.2995931995101262 8.7268313292879593 0.27028972795233119 1.4242265745997422 1.1196892634034146 0.55160914920270343 0.47255244478583325 0.32075893366709518 1.1649021392222492 1.2903688612859694 4.0885067214258015 4.974927025847137 1.2070086533203719 0.75381253287196193 2.4936080737970832 5.5623328275978556 0.78170082625001658 0.79295357502996822 0.52236526366323133 0.5206835065037011 5.4130156696774074 1.9895578250288961 1.0751762280706314 1.2462952672503886 0.66609824262559403
leaf_count=23 86 40 31 15 30 36 1364 10 36 8 12 5 13 162 80 110 418 35 52 73 72 19 8 10 11 225 51 56 22 8
internal_value=0 -0.00125548 6.29624e-05 -6.09793e-05 -0.000468049 0.000959169 -0.00206391 -0.000104371 0.00103334 -0.00256823 -0.000882222 -0.0010215 -0.00124572 -0.000970427 -0.000223998 -0.0018406 -0.00276618 0.000167601 0.000569311 0.00143991 0.000258968 -0.00130306 0.00132402 0.00170461 0.00206507 0.00236895 0.00209598 -0.00107591 -0.000629925 -0.00213636
internal_weight=0 22.084 34.1638 32.9116 23.5246 9.38703 12.3807 2.53419 5.08637 9.84652 18.4382 17.8866 16.6326 2.2639 9.70333 11.7057 5.29569 4.92698 4.45443 3.24742 7.74686 2.18453 8.54861 7.24902 6.45606 5.93538 3.41378 6.40998 5.3348 1.95647
internal_count=3121 1786 1335 1249 944 305 1567 195 117 1372 827 815 784 185 219 619 431 165 160 125 131 59 290 254 246 235 87 188 132 88
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 13 3 38 2 48 51 42 160 147 474 48 1 158 4 47 42 51 15 457 2 4 0 16 43
split_gain=12.6699 4.28155 3.88896 2.63326 3.14867 3.25542 2.5331 2.19915 1.83151 1.6372 1.93713 1.62999 1.31249 1.39345 1.69519 1.28494 1.31677 1.16921 1.15159 1.06677 1.08012 1.0551 0.921951 0.818644 0.742139 0.703462 1.0969 1.18015 0.700424 0.992006
threshold=0.099195000000000019 0.079890000000000017 -0.064509999999999984 0.086785000000000015 -0.17966999999999997 0.11720500000000002 -0.15078499999999997 -0.097604999999999983 0.10657000000000001 0.13247500000000004 0.12879500000000002 -0.096089999999999981 -0.098769999999999983 -0.079279999999999975 0.10271500000000001 0.084660000000000027 0.099600000000000008 0.14000500000000002 0.084765000000000021 0.09173000000000002 0.12119500000000001 -1.0000000180025095e-35 0.08955500000000001 0.035560000000000008 -0.079829999999999984 0.08622500000000001 -0.42529999999999996 -0.059114999999999994 -0.27167499999999994 -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 11 8 4 -4 9 -3 21 24 10 12 -1 -6 -14 23 16 18 19 22 -5 -21 -8 28 -15 -2 -23 -27 -28 -13 -30
right_child=2 6 3 17 5 -7 7 -9 -10 -11 -12 15 13 14 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0018425186507312473 -9.6700737656082436e-05 -0.00019026481829699819 -0.0017236093422910717 -0.0016027279191008471 -0.00090040957361852 -0.0019652944712149688 -0.0018150378452087177 -0.001723485011780275 -0.0003548895355538022 0.0018853356604713511 -0.0012272212079048471 0.00081784779577508159 -0.00016398488793130552 0.0018134829199320112 -0.00047506452088505002 0.00095322329275279109 0.0010948030108800025 0.00048544859965867713 -0.0019378636689235404 0.00029193552063643875 -0.0013327605000201474 -0.0013414121194309347 -0.0012424830450372859 0.00042316555108349977 0.0018426362409746239 -0.0012255626377023956 -0.00058758915555560335 0.0013153112353866774 0.00045092227997085247 -0.00071928369898080794
leaf_weight=2.0152905574068454 0.66979483887553204 5.7384624183177939 2.0406257677823296 4.1876611588522774 1.3612993992865074 1.4591616727411736 2.3208109149709335 25.812443008646369 1.6917371638119219 3.3049252200871697 1.7377253100275982 1.9692561309784729 2.8613675888627759 6.7043742854148238 1.5243014134466637 2.6683363690972319 1.7560392953455437 2.1852278597652903 1.5733180567622174 2.9365533217787743 2.2234103940427303 2.1263609360903484 2.921625889837741 1.6275626160204408 6.8562005516141635 2.0129590444266787 2.015539312735199 2.0157842859625834 3.36190073378385 6.7135362494736821
leaf_count=63 12 58 78 101 12 24 112 1693 18 80 12 23 37 112 15 29 19 20 34 23 23 37 38 21 228 30 35 13 35 86
internal_value=0 -0.000942338 0.000284811 1.12562e-05 0.000359895 0.000566479 -0.00127595 -0.00144756 0.0012984 0.000759678 0.000524469 -0.000331975 0.000740676 0.000916339 0.00122997 -0.000186765 -0.000353027 -0.000672588 -0.000506745 -0.000943306 -0.00040814 -0.000768685 -0.0003563 0.0015419 0.00167004 -0.000471476 -0.000165434 0.000363919 -0.000141343 -0.000328818
internal_weight=0 65.0217 43.3719 34.1542 22.6213 20.5807 42.0424 36.3039 9.21773 19.1216 15.8166 22.9793 14.0789 12.7176 9.85624 20.964 18.2957 11.5329 16.5396 9.34762 5.15996 10.4915 14.9663 8.33194 7.526 8.17064 6.04428 4.03132 12.0447 10.0754
internal_count=3121 2305 816 558 391 313 1978 1920 258 289 209 327 197 185 148 264 235 167 216 147 46 227 182 133 240 115 78 48 144 121
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=1 0 14 3 123 484 3 52 1429 457 1213 151 457 160 49 133 133 4 43 1 2 1374 48 3 43 47 0 16 2 0
split_gain=2.31747 2.13025 1.44777 1.40304 1.54872 1.33024 1.19035 1.1566 1.26802 0.983566 0.955241 1.02008 1.01797 0.98896 1.22217 0.916871 0.882829 0.953253 0.947712 0.950074 1.2937 1.39426 0.974995 0.846893 1.16593 0.80828 0.795858 0.693169 0.629615 1.95676
threshold=0.077565000000000009 -0.059114999999999994 0.076175000000000007 0.16158000000000003 1.0000000180025095e-35 -0.0068949999999999992 0.11296500000000002 -0.43320999999999993 0.083420000000000008 0.094310000000000019 -1.0000000180025095e-35 -0.40381499999999992 -0.0029299999999999994 -0.40698999999999991 0.10595500000000001 0.10622000000000002 -0.25159999999999993 -0.17966999999999997 -0.40263499999999991 0.11323000000000001 0.073895000000000002 -0.094929999999999987 -0.078084999999999974 -0.077774999999999983 -0.071629999999999985 0.13206500000000002 -0.17169499999999996 -0.016164999999999995 0.084055000000000005 -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 6 3 4 5 9 28 -7 10 -2 -9 -12 -13 -14 16 -3 -15 -18 -19 20 22 -22 -20 -24 -25 -6 -5 -23 29 -1
right_child=2 15 -4 26 25 7 -8 8 -10 -11 11 12 13 14 -16 -17 17 18 19 -21 21 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027604948346240418 -0.0027957720623786172 0.00019016626077460067 -0.0024467754856814503 -0.001120487897364188 0.0024033094579830427 -0.0031368343680025692 0.00051621124749793809 -0.0029350440719755136 0.002568555361063117 0.0017076475684418384 -0.003167529047958321 -0.0018360778985021602 -0.0022038490863228433 -0.0029371481089995005 0.0034005317944929944 -0.0027254246492464033 -0.0029456096534012039 -0.0031094471708822372 0.003112274920710467 0.0022621865323927725 -0.0012214396867265579 0.0030920713799194241 -0.0031215135148075306 0.0041761281747633248 -0.0015198616847832125 -0.0020765345464468727 0.0028992172660294684 0.00034166815917472781 -0.0031231986456921666 0.0063365663764196117
leaf_weight=1.0518072636332361 2.9014335440006174 7.261702058836816 2.1707163127139202 0.57703404407948289 3.1651631835848089 1.0935123884119189 1.2095118183642615 1.0744449798949229 1.8352824775502075 0.54825671296566714 0.8982831332832707 2.1045946674421598 1.25786140980201 0.72692274558360104 1.3891070992685843 1.1941910593304781 0.70709897065537042 0.58637576550247139 0.48998567555101358 3.5403135884553203 1.4834930980578063 2.8899388676509257 1.6629176565911779 0.45842447178438295 1.34185549896195 0.43565029837191094 2.4858172549866131 1.2472810158506038 7.0600900258868933 0.28593748551793563
leaf_count=127 149 132 79 16 197 132 9 99 39 8 21 52 70 32 17 44 26 14 8 92 15 54 140 6 56 8 127 28 1313 11
internal_value=0 -0.00135032 -3.37193e-06 0.000148599 -4.31592e-05 -0.000286016 -0.00234376 -3.63414e-05 0.00010675 -0.00208005 -9.99445e-05 4.6615e-05 0.000191802 0.000431818 0.000632457 -0.000221591 0.000378394 0.000545675 0.000725864 0.000897352 0.000392652 0.00134326 -0.000958935 -0.00153494 -6.94311e-05 0.00186131 0.00214191 0.00226289 -0.00275568 -0.000816035
internal_weight=0 18.0632 37.0718 34.901 31.8382 28.2374 9.60735 24.7877 23.6942 3.44969 21.8589 20.7845 19.8862 17.7816 16.5237 8.45589 15.1346 14.4077 13.7006 13.1142 9.5739 5.62071 3.95318 3.4632 1.80028 3.60081 3.06285 4.13722 8.39783 1.33774
internal_count=3121 1636 1485 1406 1263 1058 1460 901 769 157 730 631 610 558 488 176 471 439 413 399 307 97 210 202 62 205 143 82 1451 138
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=1 3 3 47 15 48 11 52 457 2 50 51 51 128 150 16 2 447 52 49 2 1 0 43 3 42 15 49 149 43
split_gain=7.63923 2.51903 3.17772 2.49083 2.77636 1.90753 1.69951 1.66415 1.51188 1.57049 1.48358 1.2643 1.59398 1.14792 1.09736 1.52564 1.46421 1.04531 1.36542 1.04123 1.31622 1.46811 1.02514 1.27307 1.4136 0.974231 0.913228 0.929252 0.849968 0.793008
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.03241999999999999 0.12879500000000002 0.080455000000000013 -0.26636999999999994 0.093100000000000002 0.11474000000000002 0.11875500000000001 0.08955500000000001 -0.096089999999999981 0.086435000000000012 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 0.085730000000000015 0.12603000000000003 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -0.23051499999999997 -0.066504999999999995 0.086245000000000016 -0.085499999999999979 0.024640000000000006 -0.14750499999999997 0.10096000000000001 -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=1 6 29 4 5 10 19 -6 9 17 13 12 -4 28 -5 -16 25 18 26 20 21 -1 -14 -24 -25 -17 -9 -28 -2 -3
right_child=3 2 11 14 7 -7 -8 8 -10 -11 -12 -13 22 -15 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0014504600071168767 0.0018586287811865397 -6.5550257310429048e-05 -0.0022774949699243428 -0.0021225603665306031 -0.0022207744312009213 -0.0019706077993830308 -0.0018796805026179131 0.0017082570038408323 0.0025142462178091452 0.0013485131278086874 -0.0011498027711269953 -0.0019606371539515116 0.0017687485638412353 -0.0010808209066960821 0.0021045210921086591 0.000691452148251603 0.0014580424067842563 -0.002889792044537974 -0.0023103637349686816 0.0018650674171264306 0.001865796128171148 0.0010365924012899204 0.0012185650868405172 -0.0018629642772829789 6.9758521633380972e-05 -0.001149734299240836 0.00069908683044933909 -0.0022230399280412385 -0.00038258267356140724 -0.00192228366232724
leaf_weight=2.9637505654245597 12.453766022808841 1.1049989443272341 1.5459130536764849 1.5994377136230458 1.5566104864701618 0.80135156959295351 1.8260006625205276 1.3256579684093615 1.0930481720715759 2.2126189507544041 0.96611842140555459 2.3322263602167359 1.3545470312237728 0.69908348098397333 1.1364590525627125 1.586957477964458 1.4922982482239593 0.89180531352758396 1.2053790893405674 1.7244604015722869 1.317528288811445 1.6929337214678524 2.1851941570639584 2.6959784720093021 4.7353703379631042 7.3327137082815179 1.1378439292311662 0.87311120610684234 0.81865535769611675 18.985689367633316
leaf_count=59 377 21 58 22 95 7 51 28 19 37 13 39 14 11 16 17 29 10 43 23 10 31 24 81 38 149 17 43 10 1729
internal_value=0 -0.00100298 -0.00126776 0.000287358 0.000669108 0.00123186 -3.16802e-05 -0.00019113 0.000170376 -0.000164678 0.00140366 -0.000520363 -0.000252004 0.00158023 -0.000468573 -0.000239498 -0.000495347 -0.000780843 -0.000366757 0.000406636 -1.43417e-05 -0.000546294 3.34037e-05 -0.00021103 -0.000631403 -0.000822157 0.000335387 -0.000569634 0.00172039 -0.00182016
internal_weight=0 44.4646 34.9399 39.1829 26.035 15.739 9.52467 10.2961 8.73946 7.64642 14.9376 14.8492 12.517 13.9715 13.1479 11.5484 10.412 5.4338 4.54199 7.69867 5.97421 4.65668 10.9711 9.61654 7.43135 8.91967 3.33661 2.01096 13.2724 20.0907
internal_count=3121 2178 2004 943 710 418 174 292 197 178 411 254 215 398 233 211 195 141 131 123 100 90 157 143 119 166 88 60 387 1750
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 12 16 3 3 151 11 157 16 0 3 47 47 48 49 4 49 51 49 1 2 16 13 43 3 0 43 48 49 16
split_gain=10.2672 3.71002 3.1484 2.93631 3.47778 2.0123 1.88132 1.67709 1.48983 1.89974 2.03288 1.46925 1.35172 2.17882 1.31215 1.28813 1.34189 1.27022 1.20451 1.14109 1.46305 1.03565 0.993123 0.965825 1.32058 1.08103 0.900208 0.643333 0.637458 0.631399
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.069144999999999984 -0.12018999999999998 -0.028564999999999997 -0.27559499999999998 0.080455000000000013 -0.056799999999999996 -0.54165499999999989 -0.075359999999999996 0.16158000000000003 0.09585500000000001 0.086785000000000015 0.11280000000000003 0.082865000000000008 0.0052350000000000009 -0.017229999999999999 0.08955500000000001 0.0034800000000000005 0.080000000000000016 0.092365000000000017 -0.5315899999999999 -0.15078499999999997 -0.043144999999999996 0.086245000000000016 -0.026509999999999995 -0.51144999999999985 0.095425000000000024 -0.0090649999999999984 -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 12 5 6 22 -3 18 15 -7 10 11 27 21 -14 17 16 -4 23 19 20 -1 -2 -5 -6 -25 28 -24 -10 -26 -13
right_child=1 2 7 4 14 8 -8 -9 9 -11 -12 29 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0019131208595009202 -0.00027135314418307477 -0.0017358984771024531 0.0011317622725790534 0.0021269332159751888 0.00092994276019203856 0.0019173744673960074 -0.00159243436369443 -0.0011081666061320554 -0.0002396132545112355 0.0012946121238262413 0.001843914457958366 -0.0020890955220851759 -0.00069755969283682962 0.0018725850289959024 -0.001763933286839807 0.0018752583640430673 -0.0014657264741987494 -0.0015581502565217851 0.0014836254328205174 0.00091596925612462898 0.00012671469493378082 0.0016431088106145001 -0.00012548001494175286 -0.0012643042091726043 -3.4709854048377018e-05 -0.00088993448920266296 -0.0016425145951964469 0.0010380576373483223 0.0012640591170166116 -0.00056226550157824947
leaf_weight=1.6416513081639985 0.97129539400339027 1.2761749550700212 1.0233195386826994 0.22325939871370692 2.2548636738210925 2.0778156798332974 2.1139285797253242 9.9020491736009699 3.7990183504298347 4.4321605116128859 1.4486410506069649 1.6064084209501746 2.79292501322925 1.5645488500595091 2.194806524552404 1.0803060494363306 1.4779980331659346 2.1354428380727759 1.8641906697303054 2.2894994895905256 3.0645461976528168 7.4348988635465494 1.2516261674463773 3.1676633693277836 2.4225516356527805 2.2648290721699595 23.847730735316876 1.7500685006380079 2.1853865422308445 1.6894229566678403
leaf_count=42 19 16 19 2 22 37 51 243 54 87 38 16 29 30 61 19 52 32 23 33 25 244 21 71 22 27 1727 13 19 27
internal_value=0 0.000220117 -0.00010066 -0.00091743 -0.0011275 0.00037491 -0.000114434 -0.000738334 0.00053522 0.000340196 -7.07528e-05 -0.000384341 0.00101337 0.00022525 -0.000507894 0.000284136 -0.000403062 -0.000316859 0.00023821 -9.36637e-05 -0.000584836 0.0014219 -0.0015343 -0.000101272 -0.000332861 9.64418e-05 -0.00156686 0.000163338 0.000581252 -0.00130645
internal_weight=0 44.3271 31.5634 52.922 41.9482 18.0797 10.9738 13.4837 16.8035 14.7257 10.2936 8.84492 12.7637 4.35747 16.6255 3.58162 2.50132 14.4307 8.85989 6.9957 4.7062 8.40619 25.3226 12.2953 10.0404 6.87277 25.0994 5.54909 4.60794 3.29583
internal_count=3121 943 621 2178 2004 288 174 333 272 235 148 110 322 59 254 90 71 193 123 100 67 263 1750 161 139 68 1748 67 41 43
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 47 11 130 128 43 52 52 3 49 1 2 14 48 2 2 43 2 2 481 46 43 0 4 16
split_gain=8.55869 2.85023 2.84891 3.35587 2.43457 1.95954 3.0426 1.70905 1.69316 1.56231 1.35052 1.15447 1.33796 1.90601 1.09687 1.20045 1.47055 1.02772 1.29751 1.25908 1.01197 0.981989 0.925483 1.00009 0.859237 0.952588 0.802791 0.798895 0.758678 0.727966
threshold=0.094385000000000011 -0.064509999999999984 -0.12018999999999998 -0.028564999999999997 0.31299000000000005 -0.013125 0.092530000000000015 0.080455000000000013 -0.0060099999999999989 0.09258000000000001 -0.073404999999999984 -0.092399999999999982 0.11434500000000002 0.090900000000000009 0.0034800000000000005 0.083135000000000014 0.11093500000000002 -0.46885499999999997 0.12879500000000002 0.090790000000000023 -1.0000000180025095e-35 -0.074359999999999996 0.11704500000000001 -1.0000000180025095e-35 -0.039559999999999991 0.089105000000000018 -0.51144999999999985 -0.14001499999999997 -0.067104999999999984 -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 9 7 26 5 8 17 14 -3 24 -5 -12 13 28 15 16 -1 -7 19 20 -19 -8 23 -10 -2 -26 -4 -28 -13 -15
right_child=1 4 3 10 -6 6 21 -9 22 -11 11 12 -14 29 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010373024263099512 -0.00077330755729115039 0.0015143498274071416 -0.00011522859430140735 0.00077087936013051929 0.0020578760980833302 -0.00093700652360195757 0.00014365586293883814 -0.0017420033566069488 0.00098432415368856683 -0.0018369622829739361 -0.0021397750882432161 0.00061052541828100597 -0.0022244957882721281 -0.00016267708221507504 0.0016773575353193878 0.0015563615676899931 0.0013788319555776158 0.0011221209460992982 -0.0010982231529792718 0.0015768343724097381 -0.00058513341284038573 -0.001307932871888156 -0.00018156172158924867 -0.0020842773293625388 0.001793702838040259 -0.00062700911494440348 0.00011218867811815876 -0.0018369439291524912 -0.0015349706943454356 0.0013285639788965158
leaf_weight=3.9996987804770452 0.62695904821157356 0.89049101248383511 1.1883625872433174 2.6610120069235554 2.0270017422735682 1.3742559868842423 2.6403257669880986 1.8274280764162529 0.4439701186493038 0.59549515321850854 1.9342930549755681 0.75410614814608967 1.4843699038028706 2.4516609087586403 1.8124155746772883 1.4221213897690175 1.2548139318823812 2.766724580898881 1.2013291418552388 6.8110304595902562 2.5114597165957075 5.3429339490830889 1.8646204918622968 4.3336156858131281 7.4287137389183009 0.6721635628491639 0.83002701681107183 20.247916660271592 3.6486233333125724 2.5140501679852605
leaf_count=75 9 15 21 33 62 18 39 51 6 8 55 9 28 22 23 17 8 30 10 129 34 86 30 202 256 9 15 1714 85 22
internal_value=0 0.000266537 -0.000940546 -0.00118858 -7.92182e-06 -0.000146665 0.000139483 -3.38004e-05 -0.00100701 0.00121466 -0.000491224 -0.00075387 -0.00050686 -0.000234712 0.000333922 -3.07617e-05 -0.000460313 0.000666079 0.00083184 0.00102363 0.000309777 -0.000827845 -0.00134503 -0.00179912 0.00142287 0.00159285 -0.0016724 -0.00176019 -0.00116749 0.000592311
internal_weight=0 41.5311 48.0309 37.7144 32.2078 30.1808 22.6481 10.3165 7.5327 9.32333 15.4481 12.7871 10.8528 9.36844 8.48905 6.67663 5.25451 14.6648 13.2905 12.0892 5.27818 7.98326 6.64221 4.77759 8.72784 8.10088 22.2663 21.0779 4.40273 4.96571
internal_count=3121 943 2178 2004 661 599 346 174 253 282 254 221 166 138 123 100 83 221 203 193 64 125 238 208 274 265 1750 1729 94 44
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=1 3 3 47 15 48 50 52 11 457 2 49 49 447 52 1 2 159 50 13 51 47 4 128 12 52 52 4 0 149
split_gain=5.53476 2.15469 2.66645 1.99963 2.17413 1.77829 1.45397 1.44476 1.40659 1.30605 1.25565 1.07655 1.05452 1.00634 1.2994 0.993546 1.31229 0.981735 1.72494 0.969454 0.95025 0.93554 1.10786 0.880949 0.856535 0.846525 1.78551 0.851876 0.826565 0.820368
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.03241999999999999 0.12879500000000002 0.11875500000000001 -0.26636999999999994 0.080455000000000013 0.093100000000000002 0.11474000000000002 0.082865000000000008 0.0034800000000000005 0.085730000000000015 0.12603000000000003 0.080000000000000016 0.10467500000000002 -1.0000000180025095e-35 0.089280000000000012 -0.15416999999999995 0.08955500000000001 0.13148500000000005 0.24564500000000003 0.086435000000000012 -1.0000000180025095e-35 -0.088204999999999992 -0.077024999999999996 -0.0016099999999999997 -0.10324499999999999 0.10096000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 19 4 5 6 23 -6 12 10 13 20 15 14 24 16 -1 -5 21 -3 25 22 -19 29 -9 -4 -27 -28 -26 -2
right_child=3 2 11 17 7 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.0016108161079235561 0.0018371425079289298 0.0030160996252989996 -0.0012607275589251797 -0.0018808437275144377 -0.0022877389152113617 -0.0021120388981367287 -0.0013449882638709853 0.0024213329206709249 -0.0019142558007557153 0.0025247165112046539 0.0012961660983853642 -0.0021665717865932349 0.0019112335282823151 -0.0029623000837200927 -0.0023899731789879049 0.0012557876253325804 0.0010002070281304632 -0.0011559235440221508 0.0019660443378750354 -0.0018686415483501011 -0.001793898847072771 -0.0018148870839044511 0.00066119789578437623 -0.0009428458423097714 0.0014282581526272352 0.0021827453658209263 0.00041990372072072627 -0.0012228056552071416 -0.0013357293091071094 -0.00045745323845653731
leaf_weight=2.596458707470445 10.904900032095602 0.19808967411518352 2.1247413810342541 2.020469127688556 1.3783426894806323 0.75826301053166467 0.90274929627776224 0.76585690118372429 1.5682147978805003 0.97653418406844128 1.9595337593927977 1.6605145907960821 1.6680136676877735 0.84506266005337227 1.0805168943479655 1.8744711792096493 1.4432276394218204 2.9564326861873251 1.502739606425165 16.914522538892925 1.7123741274699558 2.2093085888773203 3.568519676104188 0.65188972093164999 0.84678796306252446 1.8620882853865595 3.6433955291286075 2.6119127254933199 1.3568478464148965 0.80638173036277372
leaf_count=56 377 1 51 55 95 7 13 21 51 19 37 61 23 10 43 33 11 75 30 1749 32 28 45 11 13 18 39 53 54 10
internal_value=0 -0.000956827 -0.00123529 0.000234964 0.000613439 0.00115762 0.00134451 -0.000215237 -2.17427e-05 0.000149539 -0.000188838 -0.000510296 0.000369684 -0.000783296 -0.000328632 -6.50901e-05 -0.000677996 -0.000482424 -0.000206418 -0.0018121 -0.000280235 -0.000580193 -0.000162133 0.00154089 0.000421434 -2.71664e-05 0.00029572 -0.000266012 -0.000273616 0.00167915
internal_weight=0 39.878 30.7276 35.4911 23.2337 14.0242 13.2659 9.20948 9.15039 7.83114 6.85461 13.615 7.58217 4.89507 4.05001 5.91416 4.03969 12.2575 10.237 17.1126 11.9545 8.73426 6.52495 12.3632 2.96949 10.2421 8.1174 6.25531 2.20364 11.7113
internal_count=3121 2178 2004 943 710 418 411 292 174 197 178 254 123 141 131 100 67 233 178 1750 193 148 120 398 88 161 110 92 67 387
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 47 15 3 3 52 50 48 11 2 49 0 159 150 16 1 51 49 1 2 128 149 50 43 3 0 49 52 147 0
split_gain=9.12274 2.92233 3.14887 2.76202 3.56996 1.90976 1.6931 1.98591 1.60222 1.4085 1.28335 1.22465 1.28449 1.45971 1.50419 1.5031 1.17286 1.12811 1.21955 1.54247 1.09763 1.08625 0.969997 0.873187 1.4916 0.86289 1.02085 0.816752 0.767788 0.732987
threshold=0.094385000000000011 0.086785000000000015 -0.03241999999999999 -0.12018999999999998 -0.028564999999999997 -0.26636999999999994 0.11875500000000001 0.12879500000000002 0.080455000000000013 0.11474000000000002 0.082865000000000008 -0.040504999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.11588000000000001 0.08955500000000001 0.0034800000000000005 0.080000000000000016 0.10467500000000002 0.086435000000000012 0.10096000000000001 0.088895000000000016 -0.043144999999999996 0.086245000000000016 -0.026509999999999995 -0.006494999999999999 0.12603000000000003 0.087070000000000022 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 7 20 17 22 16 12 -3 -14 15 -15 23 18 19 -1 21 -2 27 -6 -25 26 -26 28 29 -7
right_child=1 11 5 4 10 9 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0014107487918861652 0.0016366153205907459 -0.0019701308294492762 -0.0019371979682731289 -0.0016076832636813261 0.0010174816715112474 0.001889359508437779 -0.0011472184640259273 -0.0016466617969966772 -0.0016155617782895428 0.0013131713226951416 -0.0018437611922519491 0.00099369098879207403 -0.0019099266921142682 -0.0003426000571631499 -0.0011585262233757649 0.0015752546300598492 -0.0015778720194139207 0.0015768894270595255 0.0010655164853683385 0.00087858447466357078 -0.00082531122118008208 -0.00053078725263714939 -0.0019078763903828363 -0.0013727446789332212 -0.00014318051804558437 -0.000793302842731737 0.0016143015509988202 -0.0013958792971907126 -0.00077214106754458067 5.1366750713830085e-05
leaf_weight=2.936170728877185 13.768512555398047 2.0489389812573782 1.7531348876655091 22.716426174156368 2.1955587156116936 1.3979913406074032 1.0723084062337864 0.76968505606055337 1.8603831194341172 2.6408824250102043 2.0047284867614499 1.8255171971395601 1.737971566617486 3.191278308629987 2.7992504676803973 2.4983530342578888 1.9749603886157263 1.8138660425320265 2.1788754230365157 1.5377418436110017 0.72319953329861242 0.8413734436035164 1.0634871786460278 2.9480466619133949 2.4864856153726578 2.0290046129375696 2.0825467463582754 1.104496259242296 1.348400857299566 1.5904969973489675
leaf_count=56 377 53 95 1750 22 16 13 7 51 47 61 27 21 35 66 31 32 23 33 11 11 10 48 71 23 27 18 34 18 34
internal_value=0 0.000266334 0.000611798 -0.000909773 -0.0011382 -0.000166726 0.00110583 0.00125586 -5.95363e-05 0.000172652 -0.000459835 -0.000421441 -0.000631884 -0.000363767 -4.72141e-05 0.000499542 -0.00025757 0.00028237 -7.05773e-05 -0.000623875 0.00140156 0.0015118 -0.000290381 -3.54931e-05 -0.000277673 0.000211612 0.000657873 2.57485e-05 0.000387801 0.000911165
internal_weight=0 42.1753 28.074 48.7648 38.4378 10.8989 17.1751 16.1028 10.327 9.14576 15.7213 14.1013 12.2758 10.2269 8.48888 5.68963 13.7166 8.46665 6.65279 4.47391 15.3331 14.6099 6.50487 11.7416 9.54608 6.59804 4.56903 5.44139 4.33689 2.98849
internal_count=3121 943 710 2178 2004 292 418 405 174 197 254 233 206 153 132 66 193 123 100 67 398 387 150 161 139 68 41 102 68 50
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=1 15 484 52 160 47 42 12 50 133 457 2 2 42 48 2 133 4 12 474 376 1371 16 1 43 13 49 457 150 1
split_gain=6.45151 3.04983 2.15298 2.07598 2.24586 2.07594 2.01065 1.50042 1.56794 1.19557 1.27389 1.2123 1.49013 1.47842 1.18054 1.32184 1.11984 1.19975 1.07242 1.0686 1.37478 0.997451 0.917146 1.7554 1.23924 0.915493 0.853308 0.816176 0.811776 0.809552
threshold=0.10439500000000002 0.084050000000000014 -0.0068949999999999992 -0.15275999999999998 -0.091944999999999985 0.085770000000000027 -1.0000000180025095e-35 -0.040564999999999997 0.10965000000000001 0.10622000000000002 -0.0029299999999999994 0.089775000000000008 0.084715000000000013 0.084835000000000008 0.12879500000000002 0.11474000000000002 0.061605000000000007 0.076415000000000025 0.084655000000000022 0.085860000000000006 0.091135000000000008 0.081810000000000008 -0.061854999999999993 0.12337000000000002 -0.023869999999999995 -0.28558999999999996 -0.074429999999999982 0.091015000000000013 0.091105000000000005 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=1 2 -1 -4 -5 7 19 -2 14 10 -8 12 16 -13 15 27 17 -12 -15 20 -6 25 23 24 -7 -3 -14 28 29 -9
right_child=5 21 3 4 6 22 9 8 -10 -11 11 13 26 18 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021577479980883019 0.0022108296823083705 0.0018638154009766846 -0.0020805015974038306 -0.0018907211199815348 -0.0021140326448099676 0.000945469458104078 -0.0012775048844690553 -0.00024551243515221404 -0.0021465134404706578 -0.0020098676727577668 -0.00052552212619303351 0.0016557404809505857 0.00083005503221173188 0.00099388710247292136 -0.00099646971549327903 0.0021073494040872711 0.002699854077531092 0.0024241681045577635 -0.0020432953158110727 0.002024932794603332 0.0023987498548630687 0.002865857919700576 -0.0012531784274350329 0.001770058311828886 -0.0017383873717023118 -0.0022593607745456127 -0.0021739391461554638 0.0022836605155506133 -0.0012583319617514032 0.0017024522108395569
leaf_weight=4.6067101601511231 3.7591672679409411 0.30149116367101569 3.8305700886994556 4.0008533415384617 4.0845699077472153 1.4635760169476268 2.1701804143376746 2.5698210867121833 1.0808664634823788 1.1697389916516829 3.4578974442556483 7.731004197150467 0.68091837596148286 1.3861144669353964 1.7767429389059533 4.1188823468983173 1.1494886744767425 0.95864072628319252 1.1643888317048547 0.46018951851874579 0.40376706793904293 0.22064177691936571 4.1716223303228599 2.3250053487718105 2.6000984804704785 10.551256239879873 2.1085104122757912 1.1361466217786071 1.672890464775264 2.1186449350789189
leaf_count=314 197 3 236 190 221 19 65 67 21 23 86 75 14 26 21 126 28 12 44 10 3 2 92 40 33 1006 78 19 18 32
internal_value=0 -0.000963309 -0.000659024 -0.000460381 -0.000259711 0.000420829 -1.73587e-05 0.00089758 0.000556505 0.000285169 0.000414192 0.000611182 -4.88803e-05 0.00114759 0.000774647 0.00104554 0.000648606 0.000114729 -0.000392687 -0.00136092 -0.00170807 -0.00204498 -0.000402318 0.000153268 -0.000771768 -0.00214482 -0.00144064 0.000462219 0.000136907 0.000634743
internal_weight=0 50.4369 39.3635 34.7568 30.9263 28.7935 26.9254 18.2332 14.474 21.9769 20.8071 18.637 8.35546 10.2815 13.3931 11.6164 5.56603 4.41654 2.5505 4.94853 4.48834 11.0734 10.5603 6.38868 4.06367 10.8527 2.78943 7.4975 6.36136 4.68847
internal_count=3121 2436 1425 1111 875 685 685 501 304 451 428 363 218 145 283 262 126 98 70 234 224 1011 184 92 52 1009 92 136 117 99
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 12 12 13 3 39 16 50 47 0 447 38 12 48 2 160 14 376 3 0 16 13 42 15 1 2 1 16 16 49
split_gain=11.3329 3.8786 3.84369 2.84826 2.55957 2.2059 2.32551 2.48831 3.17757 1.78551 1.65452 1.50801 1.4621 1.32785 2.05049 1.61284 1.30981 1.36251 1.63946 2.17221 1.14976 1.04023 0.860703 0.858011 1.64313 0.864814 0.759368 1.47055 0.649138 0.629348
threshold=0.099195000000000019 0.083370000000000014 -0.064509999999999984 -0.15078499999999997 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.11534500000000002 0.12033500000000001 -0.060129999999999996 0.084700000000000011 0.10657000000000001 0.09334000000000002 0.11951500000000001 0.11474000000000002 -0.079009999999999983 0.062655000000000016 0.049360000000000008 -0.12018999999999998 -0.10096999999999999 0.64105000000000001 -0.017449999999999997 0.10077000000000001 -1.0000000180025095e-35 0.086105000000000015 0.089885000000000007 0.10612500000000001 -0.5315899999999999 -0.25582999999999995 0.13984500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 5 6 7 8 13 -5 16 -2 21 14 15 -4 17 18 -1 23 22 -11 -8 24 -20 -26 -17 -28 -29 -9
right_child=2 3 4 9 -6 -7 20 29 -10 12 -12 -13 -14 -15 -16 26 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00045749551350566359 0.0017519203082231065 -2.2751200650797044e-06 -0.0011166272454036241 -0.0017553053796775129 0.0014953126450623177 0.0021243227097687482 -0.0018286561172913061 -0.0020221313605039612 -0.0020785141664355108 -0.0010300261947401674 0.0015592479791239106 -0.00022466544399265317 -0.0016671932453660794 -0.0010401983246427903 0.0019886703327226876 0.0015201720671814644 -0.0019616531939458302 0.00083544169813969582 -0.0019668774704707931 -0.0017931070158316862 0.00093007896440702883 0.00082224395212366198 4.9184160265010446e-05 0.00074858996588392679 -0.0008111123315501696 0.00069663872540615623 -0.00090262264585476328 0.0016984669198257566 0.00026434551554432287 -0.00032944589270583822
leaf_weight=4.3050149492919543 7.2134107146412116 4.8413419071584931 2.0426302896812638 23.732084438204765 3.5614842083305112 1.3614003844559182 4.7212994722649446 2.1324832234531637 1.6953704860061396 1.8291334994137285 1.413176780566572 1.5776639841496942 3.0879287840798497 1.5697978734970082 3.3481363616883746 2.6014491505920923 1.8462505862116803 2.8065654821693888 2.0895060999318957 5.0809385105967459 0.7351856194436549 2.2898213900625732 0.99031691253185261 2.0327009744942259 2.4916060324758291 2.6148211359977722 2.1127640046179321 2.0778649412095573 2.1577882114797777 1.1254869848489759
leaf_count=39 240 45 28 1705 83 23 148 44 21 23 19 18 103 11 66 32 47 39 48 146 15 22 12 22 26 21 20 20 22 13
internal_value=0 -0.000923236 0.000323814 -0.00130847 3.10681e-05 -0.000150813 -0.000264226 3.28316e-05 0.000304896 -0.00151287 -0.000364747 0.0013972 -0.000714517 0.000558865 0.000733907 0.000351726 -0.000481603 -0.00035404 -0.000533381 -0.000831485 -0.00122559 -3.06784e-07 -0.00150306 -0.000302052 -0.000598837 -3.90462e-05 0.000686849 0.000345371 0.000967876 -0.00143738
internal_weight=0 60.4609 41.0245 35.7803 32.2335 28.672 27.3106 20.8638 17.6058 30.939 24.6806 8.79107 7.20688 15.9104 14.3406 10.9925 23.2674 21.4212 18.6146 14.3096 6.4468 4.11895 5.71162 9.22863 7.19593 5.10643 8.94987 6.34842 4.23565 3.25797
internal_count=3121 2305 816 1898 558 475 452 277 220 1853 407 258 148 199 188 122 388 341 302 263 175 45 160 117 95 47 94 62 42 57
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 3 3 12 3 4 47 11 457 4 4 52 43 130 15 47 150 3 16 51 43 42 16 0 16 4 15 160 12 131
split_gain=9.30412 2.92104 3.28762 2.87057 2.49386 2.38496 2.42409 1.72281 1.49032 1.3262 2.62619 1.30177 1.26642 1.2402 1.10851 1.09021 1.06046 1.05195 1.4973 1.60743 0.894661 0.835572 1.0623 0.830298 1.01625 0.761779 0.706054 1.12662 0.787822 0.744311
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -1.0000000180025095e-35 0.16158000000000003 0.23246000000000003 0.12119500000000001 0.080455000000000013 0.080930000000000016 0.41257000000000005 -0.00027999999999999998 0.13796000000000003 -0.073404999999999984 -0.011824999999999999 -1.0000000180025095e-35 0.11312500000000002 -0.099594999999999975 0.090900000000000009 0.22339500000000004 0.084305000000000019 -0.032879999999999993 0.075730000000000006 -0.0083599999999999976 -0.074229999999999977 -0.54165499999999989 -0.16363499999999997 -0.053579999999999996 -1.0000000180025095e-35 0.091325000000000003 0.094860000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 8 11 14 13 10 -2 23 -4 -5 -1 20 -15 25 19 -19 -12 22 -16 24 -7 -14 27 -18 -29 -30
right_child=3 2 12 4 -6 6 -8 -9 -10 -11 15 -13 17 16 21 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.001404894387751569 0.0016780096414048702 -0.0016862984389765735 0.00066641343472750934 0.0010787935386000571 0.0016586707067074232 0.0015759311268178919 -0.0019994463227708276 -0.001739724037794485 0.0005802218221175777 0.0019917911330436864 4.520149906095626e-05 -0.0011432851147289221 0.00028109048353969202 0.0011507609362716338 -0.00076266536902572409 0.00084503983639887454 -0.0020301124409538157 0.0010962868057434628 -0.0017168372933033509 -0.0011120711760701785 -0.002145440255946224 -0.00098104224620979767 0.0014065282928962734 0.0015344195884983609 -4.6604979672321534e-05 -0.001682018563411753 -0.0019006830339179895 0.00086974932921272691 -0.0020720267392502199 0.00053929514095320469
leaf_weight=2.3367238175123921 4.1755283819511524 23.081749457865953 2.5810970012098542 0.88959744200110513 2.7086037732660762 1.9723670985549668 1.4581932574510563 1.8439297657459963 2.3475765939801922 3.5565914791077367 1.2216406837105749 1.3742723390460003 0.83776757307350536 0.6233678013086309 1.4327360801398756 1.519995331764221 1.9502862207591531 3.1082109101116657 1.9475570907816289 1.9391052369028328 1.5105956085026258 2.4908163659274578 1.9060177588835348 3.8267861753702173 4.8068355452269307 4.9327640859410158 5.1665228912606889 1.404785200953482 1.0251096095889805 0.64380724634975184
leaf_count=32 113 1750 33 18 69 31 20 51 27 147 27 16 18 6 21 20 49 30 28 27 15 46 24 69 48 118 202 14 37 15
internal_value=0 -0.000993781 -0.00123234 0.000228918 -8.38796e-05 -0.000255577 0.000317702 -7.79708e-05 -0.000803862 0.00101711 0.000605779 0.000599737 -0.000549572 -0.00108149 0.000297249 -0.00044711 -0.00125921 -0.000795438 -0.000299158 0.000247868 -0.00116596 -0.000146739 0.000475677 0.000825589 0.000425462 -0.00139701 -0.00140663 -0.000898557 -0.000180577 -0.00106467
internal_weight=0 48.4385 38.4283 42.1825 30.1981 27.4895 13.4385 10.0102 14.0511 11.9844 8.42776 11.9803 15.3465 11.7035 8.16629 4.25223 10.8139 12.7654 6.99487 5.04732 2.73224 5.82957 3.33875 10.606 6.7792 5.77053 10.1905 5.02399 3.0737 1.66892
internal_count=3121 2178 2004 943 621 552 184 174 368 322 175 164 254 341 123 62 323 221 85 57 42 91 45 148 79 136 317 115 66 52
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 43 151 52 4 42 41 52 52 16 16 3 52 15 42 16 0 16 4 16 15 12 48 1 52 16
split_gain=3.20779 2.62389 1.55938 2.00821 1.68916 1.40995 1.40537 1.37913 1.10587 1.11841 1.17305 1.0307 0.955306 0.939173 1.25331 0.911003 1.18019 0.913516 0.843661 0.799827 1.35469 1.15144 0.995529 0.890629 0.813097 0.763745 0.980569 0.795944 0.75835 0.695735
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.075730000000000006 -0.04890499999999999 -0.27559499999999998 -0.12005499999999998 -0.083854999999999985 0.093655000000000002 1.0000000180025095e-35 -0.012164999999999999 0.081010000000000013 -0.16927999999999996 -0.29154999999999992 0.31299000000000005 -0.085984999999999992 -0.10469999999999999 0.085505000000000012 -0.008904999999999998 -0.14226499999999997 -0.056919999999999991 -0.0016099999999999997 -0.094359999999999986 -0.10653 -0.040564999999999997 -0.064549999999999982 0.13707500000000003 -0.061194999999999992 -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 5 -3 4 7 11 -2 -4 9 10 18 -1 -13 14 -10 16 -7 -17 -6 21 -21 22 -18 24 -24 -8 -27 -28 -9 -30
right_child=6 2 3 -5 8 15 25 28 13 -11 -12 12 -14 -15 -16 17 19 -19 -20 20 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0023047784685495771 -0.0027553282316179575 -0.0029181049361154607 -0.0033663865715007268 0.0030189946314056943 0.0052319359427262574 -0.0025301569315338869 0.003108782337556011 0.0022294023004691514 -0.0032487545073707608 -0.0033324212898261196 -0.0018276277817365831 -0.0026413915838273353 0.0010463498202072014 -0.0029975269527974142 0.0014129745003286444 -0.0017186053576158204 0.0018388099295514524 0.0032925896780457626 0.00013195968302728381 0.0036465094832437658 -0.00047654831482168308 -0.0031787828207911792 0.00010584835455683657 0.00047246573236533584 -0.0034315284693898509 0.0033215060493386869 -5.9734866184326543e-05 0.0029923770359961141 0.0017739708866693091 -0.00099610814368051789
leaf_weight=3.6225530598312616 0.8591834306716909 5.7733546905219582 1.0728491977788506 1.1115253288298834 0.6695377933792821 3.0099832620471743 2.082752608228474 1.7502117850817738 1.0409196689724924 0.87375850742682803 0.92619724851101626 1.0195764247328072 2.13475735578686 7.7800387474708153 1.2429744903929565 0.52620615251362313 1.6489659394137577 1.1134401345625509 0.60790821444243193 1.1879471074789765 2.295115538872774 1.6784679698757834 0.99594364361837673 2.313308095559476 1.7774271760135882 1.4157785866409529 5.2159926127642393 1.000258578918874 1.2429752154275768 3.1419265922159023
leaf_count=132 15 718 79 23 8 108 154 27 68 45 27 23 36 1091 19 9 22 43 42 14 48 36 27 32 28 43 104 36 17 47
internal_value=0 -0.000811423 -0.00147218 -0.0010832 -0.00130727 -3.98874e-05 0.00108678 -8.80132e-05 -0.00197602 -0.000331863 0.000857877 0.00116422 -0.00014564 -0.00247878 -0.00071168 -0.00053304 -0.000776933 0.00168436 0.00280497 -0.000333368 0.000929678 -0.000856212 -0.000277446 -0.00096348 -0.00216122 0.00142658 0.000967513 0.000431381 0.000485277 -0.000210882
internal_weight=0 50.5579 27.2342 21.4608 20.3493 23.3237 10.574 7.20796 13.1413 3.0774 2.20364 6.77689 3.15433 10.0639 2.28389 16.5468 14.9072 1.63965 1.27745 11.8972 3.48306 8.41411 6.73564 5.08668 2.77337 9.71478 7.63203 6.21625 6.13511 4.3849
internal_count=3121 2769 2211 1493 1470 558 352 170 1300 122 77 191 59 1178 87 367 315 52 50 207 62 145 109 87 55 337 183 140 91 64
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=1 52 52 47 3 3 1 12 50 4 11 15 43 41 3 16 51 2 16 4 12 3 48 49 159 50 48 2 457 147
split_gain=11.772 3.43677 3.39469 3.06305 2.87544 3.5284 2.38915 2.27011 2.23364 1.92309 1.69319 1.40016 1.28775 1.28455 1.22802 1.41287 2.10476 1.19765 1.05213 1.04562 1.01478 1.8029 1.01295 0.874166 0.852892 2.05067 0.851659 0.938503 0.929417 1.29258
threshold=0.094385000000000011 -0.26636999999999994 0.19022000000000003 0.083875000000000019 -0.12018999999999998 -0.028564999999999997 0.13501500000000002 -0.040564999999999997 0.096120000000000025 -0.17966999999999997 0.080455000000000013 -1.0000000180025095e-35 -0.073404999999999984 1.0000000180025095e-35 0.086245000000000016 0.22339500000000004 0.087505000000000013 0.12669500000000003 -0.0083599999999999976 0.09173000000000002 0.092755000000000018 0.10299500000000002 0.081275000000000014 -0.0060549999999999988 -0.22563499999999997 0.10987000000000001 0.12474000000000002 0.11411 0.091015000000000013 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=4 19 3 7 10 -6 20 -3 9 -9 11 -1 -7 18 -14 16 23 26 -13 -2 21 22 -5 -16 25 -4 27 28 29 -11
right_child=1 2 24 6 5 12 -8 8 -10 17 -12 13 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011471436543130046 -0.0016418979059889412 0.0016291998447405887 0.00087669707502473616 -0.00024729222580846397 -0.0014458529873621591 0.00050984573668974684 0.0015560084678886577 -0.0015644269432719376 -0.0013300629703105584 0.00068950010487401454 -0.0014577489207672377 -0.00083964988011831767 -0.0013853515347394762 -0.0015509320487798429 -0.00012812071315746159 -0.0014977757349851674 -0.0011896182673364639 0.001722308352978466 0.00070657027302239604 2.8587879746346334e-05 -0.0013233896136564936 -0.0010585688272753901 0.0014193853609092268 0.0012641182969588532 -0.0016073568438590188 -0.0017267575822492189 -0.00057683857397545287 0.0017292486140369598 0.0015115908660455553 -0.00085458774388454518
leaf_weight=2.5728367613628498 3.2123632496222845 6.8771778680384186 1.7444427637383344 1.9097206834703668 27.724645712412894 2.7369443532079485 1.777550883591174 0.92463099211454824 1.5421274118125428 5.158999892883001 2.1753206318244329 1.8305558497086156 4.6788497902452937 1.5550196748226879 2.227069690823555 2.2530301352962852 2.6505858823657036 3.2268321570009002 3.141160199418664 1.4200884141027925 2.7436444563791156 3.204105231910944 1.923743702471256 2.5336435269564372 2.2780427262186995 1.461115484125912 1.3991987258195866 2.1444034446030846 2.0084931664168835 1.9684442300349472
leaf_count=32 132 240 33 20 1750 33 27 12 39 71 51 23 116 37 20 30 32 77 31 13 47 35 26 23 32 36 10 48 27 18
internal_value=0 0.000195817 0.000341017 0.00051829 -0.000904631 -0.00108878 -0.000172901 0.000834694 0.000537306 0.000708402 -0.000172859 0.000134304 -0.000509168 -0.000264957 -0.000703615 -0.000373562 -3.1802e-05 0.000840521 0.000137261 -0.00112981 -0.000487097 -0.000161063 0.000589095 0.000612827 -0.000848944 -0.000309975 0.000616114 0.000764086 0.000537541 0.000263057
internal_weight=0 46.9251 42.2927 36.8091 56.0797 44.8048 11.5588 25.2503 18.3731 16.831 11.2749 9.09957 17.0801 6.52674 14.3432 9.66433 7.4113 15.9064 4.97172 4.63245 9.78121 7.03757 3.83346 4.76071 5.4836 3.20556 12.6795 11.2803 9.13594 7.12744
internal_count=3121 943 798 697 2178 2004 155 542 302 263 174 123 254 91 221 105 75 251 54 145 128 81 46 43 101 69 174 164 116 89
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 47 11 457 43 1 47 48 1 0 3 16 51 52 43 48 14 48 4 0 12 4 43 3 16
split_gain=15.6113 4.81196 3.83034 4.48358 3.74306 4.0388 3.33708 2.15215 1.98573 1.71312 1.58563 1.48378 2.37928 1.4467 2.40617 1.34737 1.61888 2.16412 1.33601 1.23717 1.05624 1.29869 0.957643 0.842528 0.778225 0.770605 0.934555 0.723226 0.603593 0.743388
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.12018999999999998 -0.028564999999999997 0.16158000000000003 0.23246000000000003 0.12119500000000001 0.080455000000000013 0.080930000000000016 -0.073404999999999984 0.12337000000000002 0.086785000000000015 0.11280000000000003 0.083135000000000014 -0.060129999999999996 0.090900000000000009 0.22339500000000004 0.084305000000000019 0.13389000000000004 -0.06984499999999999 0.11376500000000002 -0.45282499999999992 -0.04451999999999999 -0.16363499999999997 -0.14001499999999997 0.090545000000000014 -0.0035949999999999997 -0.51144999999999985 -0.13927999999999999 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 24 5 8 18 13 10 -5 25 22 -13 14 -1 23 17 -17 20 -12 21 -7 -2 -11 -4 26 -3 -26 -23 -30
right_child=1 4 3 9 -6 6 -8 -9 -10 15 19 12 -14 -15 -16 16 -18 -19 -20 -21 -22 28 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0016815053632376121 2.93695663033551e-05 -0.0015707740766442528 -0.00013641729655429919 0.00061310549011905804 0.0014916991310404931 -0.00015125571107646931 -0.0016696781481590323 -0.0014874859051102237 0.00049652079282794725 9.9989125853051661e-05 0.00075245780216197605 -0.00054917203171063315 0.0017440100111623393 0.0013997594022741287 0.00039934773109672042 0.00094504936389886601 -0.001447155845848623 -0.0010120516106441229 -0.00072295478719285326 -0.00086919048072138148 -0.00032944129333778617 0.0017748201432319752 0.001534324867619616 -0.0014556355963532893 -0.00035800940625339042 -0.0016943491890019195 0.00010676433760252731 -0.0015703410835986543 0.00017705239204404883 0.0014162606343938011
leaf_weight=1.8953016754239786 1.2376894876360882 1.7497311495244505 1.0813198927789915 3.0411397553980377 3.605541953817009 2.0781576316803667 1.8586342446506012 2.3977363109588614 2.7543376646935931 1.054966654628515 1.923297584056854 3.185967579483985 1.8370810039341448 2.071270827203989 5.8434638418257228 3.6344255153089744 2.1943996883928776 2.4266098104417324 1.6910719498991955 3.2740572951734057 1.8339340388774861 3.5087077897042009 9.058227673172949 5.9735968429595223 1.3215546943247272 6.3926393268629909 1.6729934997856633 30.844467500224713 2.1011111699044678 3.0657795798033565
leaf_count=59 21 46 16 33 69 23 20 51 27 18 23 29 30 21 43 30 28 27 17 33 14 49 242 118 20 219 20 1714 26 35
internal_value=0 0.000246682 -0.000932888 -0.00112423 -6.28342e-05 -0.00022815 0.000353023 -0.000124569 -0.000756016 -0.00048688 -0.000985815 0.00100456 0.000289514 0.000208551 -0.000110274 -0.00070575 -0.000266101 0.0001615 0.000616314 -0.000269094 0.000796236 0.000988207 0.00135341 -0.00122214 -0.00147552 -0.00136533 -0.00075081 -0.00152053 0.00126116 0.000912338
internal_weight=0 52.829 63.7803 51.5725 37.51 33.9045 16.1374 12.2078 17.7671 18.3251 15.0127 15.319 5.02305 9.81004 7.73877 15.284 8.25544 6.06104 14.2788 5.19735 12.5877 10.7538 10.2959 7.02856 33.2473 9.81536 3.42272 32.166 8.6756 5.16689
internal_count=3121 943 2178 2004 621 552 184 174 368 254 341 322 59 123 102 221 85 57 164 56 147 133 263 136 1750 285 66 1734 110 61
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 12 47 13 3 51 52 52 15 16 1 43 147 4 4 16 48 4 16 12 11 52 52 159 51 151 15 16 15 12
split_gain=11.9527 4.25641 3.38345 2.7328 2.30793 2.02795 2.01742 1.83889 1.54517 1.38989 2.24993 1.41298 1.36414 1.56021 2.10513 2.0806 1.32259 1.30877 1.41048 1.07729 1.04482 0.98484 0.944224 0.861499 0.822561 1.11365 0.790974 0.746196 0.705832 0.700149
threshold=0.104035 0.079890000000000017 0.085770000000000027 -0.10664 -0.097604999999999983 -0.097539999999999974 -0.28430999999999995 0.13796000000000003 0.082685000000000022 -0.061854999999999993 0.12337000000000002 -0.023869999999999995 0.08598500000000002 -0.0016099999999999997 0.0052350000000000009 -0.094359999999999986 0.083685000000000009 -0.46376499999999993 -0.010699999999999999 -0.040564999999999997 0.078340000000000007 -0.013374999999999998 -1.0000000180025095e-35 -0.11624 0.123935 -0.081519999999999981 0.035560000000000008 -0.23935499999999996 -0.055554999999999993 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=1 5 6 20 16 -1 -2 19 12 10 11 -4 13 17 -15 -16 27 -7 21 -8 -3 -19 -17 -9 25 -21 -27 -5 -11 -29
right_child=2 3 9 4 -6 8 7 23 -10 28 -12 -13 -14 14 15 22 -18 18 -20 24 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0019712851248106572 -0.0016460148691372258 7.3646017846672524e-05 0.00071284927658149023 0.0007415970737657951 -0.0018037904548061626 -0.00093700418159873373 0.0019521334013153215 0.00065740199945737868 -0.0019970528175784152 -0.0017427435156023724 0.0014787592793966391 -0.0014000755751082377 0.0016679715908335853 -0.0020623347434019831 -0.0014016354527081152 0.0017200805952259858 0.00042772699607282222 0.00091963319802688265 0.0017331134772040394 0.0001200888923394784 -0.0017042894365320699 -0.00079313831883136472 -0.00014172480678221219 -0.001385028794143876 -0.00024766932459927287 0.0016553735102261653 0.00022149229069731762 -0.00072677065659171487 -0.00029777844522561295 -0.0019978906322546618
leaf_weight=2.254073895514014 1.0746485926210869 6.2576256813481441 1.7575995493680237 0.66580254212021817 24.180223795585334 2.0406353790313005 4.9243777366355106 1.3979432955384257 1.4184158602729429 2.7894302532076836 2.8456926103681326 3.0448233531787992 1.6428108606487501 2.7061860803514701 2.5489055784419254 1.910586887970567 2.6092799548059702 2.4881319776177406 3.1041179336607545 3.0741198919713524 1.4296325510367749 2.2516805920749903 1.9258264359086674 1.5153055172413576 1.8073710314929492 8.1026413459330779 1.626419199630617 3.1098734224215132 2.076142284087835 2.9950887896120548
leaf_count=72 47 75 19 13 1698 25 190 22 33 67 40 33 22 40 50 19 35 32 44 42 31 24 27 21 20 147 18 76 25 114
internal_value=0 -0.000899193 0.000446148 -0.00126616 -0.00149731 -0.000276074 0.000865504 0.000985736 -0.00010268 -0.000342143 0.000156642 -0.000626783 2.76382e-05 -0.00011437 -0.000675386 -8.75775e-05 -0.000707268 0.000401634 0.000749887 0.00119313 -0.000257004 0.000105969 0.00078548 -0.000404954 0.000937314 0.00110459 0.00141567 -0.00114467 -0.00112618 -0.00135038
internal_weight=0 65.5389 36.0365 41.2475 33.5603 24.2914 23.5228 22.4482 22.0373 12.5137 7.64812 4.80242 20.6189 18.9761 9.0915 6.38532 9.38004 9.88457 7.84393 19.5349 7.68726 4.73981 3.83641 2.91325 14.6106 12.8032 9.72906 6.77076 4.86557 6.10496
internal_count=3121 2430 691 2042 1936 388 507 460 316 184 92 52 283 261 136 96 238 125 100 417 106 56 46 43 227 207 165 203 92 190
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 50 3 3 1446 12 3 39 16 453 11 133 160 2 48 49 47 51 1 2 47 43 3 4 49 1 13 43 16 42
split_gain=3.39722 1.62684 1.50484 1.95295 1.43991 1.47837 1.35057 1.20365 1.28748 1.18178 1.14492 1.12509 1.08635 1.08103 1.06261 1.03255 1.02529 1.01325 0.956884 1.09782 0.838544 0.704799 0.702379 1.03917 0.702003 0.687496 0.677899 0.681509 0.646295 1.078
threshold=0.094385000000000011 0.07826000000000001 -0.12018999999999998 -0.028564999999999997 0.091555000000000011 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 0.080455000000000013 -0.25159999999999993 -0.079279999999999975 0.090790000000000023 0.12649500000000002 0.0034800000000000005 0.086785000000000015 -0.096089999999999981 0.080000000000000016 0.10467500000000002 0.10980000000000002 -0.088004999999999986 0.090900000000000009 -0.14723499999999998 -0.073374999999999982 0.12205500000000001 -0.15416999999999995 -0.51144999999999985 -0.5315899999999999 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 5 16 7 8 9 11 15 -7 -13 28 24 18 -2 -5 19 -1 -18 -19 23 -23 -15 -10 -4 -28 -14 -30
right_child=4 -3 3 17 -6 6 -8 -9 25 -11 -12 12 13 14 -16 -17 20 21 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0018351396642744715 0.0025721717774808035 -0.0027596961847422452 0.0034294115630426917 -0.0028809996281992604 -0.0028362010229061596 -0.0029863620065530686 0.002810601219638084 0.0030332456857163118 -0.0027870912433570483 -0.0026890124502848838 -0.002248362769763505 -0.0013187822984659587 -0.0017136807676386601 0.00036512989004856811 -0.00047415374037142703 0.0028365781788955878 -0.0015586685518807447 0.0019167747860991771 0.0020765236866318064 0.0013321340722664795 0.0018439028553020056 0.0021038816528576245 0.00033846665452066487 -0.0017499650064717405 0.0026203886623538345 -0.00057432980238253687 0.00011217424097331885 -0.0023031466244004825 -0.0033808937535032102 0.00087017356771145848
leaf_weight=2.1049098074436219 3.3175649610348108 3.5282121826894572 0.16608524322509843 1.0690545579418547 1.0711660855449725 0.73037061979995854 1.2402259232476343 0.86621264833956857 1.8771144808270026 1.0372411999851454 1.1242553028278051 2.163828877732171 1.3911181483417747 1.3531928565353233 1.5803618412464855 1.3289179392158983 1.0499264225363734 1.1204690039157856 1.3370493901893494 1.2972534745931623 1.0751487617380915 0.60121371224522357 4.8270271103829145 3.5030450504273145 4.0176017330959359 2.2812737664207816 0.94174114894121963 9.4954976211301982 0.49177818559110154 3.9628780200145943
leaf_count=49 231 445 1 56 30 23 62 25 154 17 39 49 12 24 17 17 17 12 24 11 29 7 47 103 108 37 21 1346 5 103
internal_value=0 -0.00102363 -0.000811804 -0.00116728 0.000246143 0.000362253 6.18288e-05 -9.48899e-05 -0.000224619 0.00011061 0.000261884 0.000295675 0.000455901 0.000755982 0.0014778 0.000726963 0.00163144 -0.000374415 0.000135408 -0.00062745 0.00016281 -0.000107827 -0.000361822 -0.00118543 0.00205217 -0.00157318 -0.00199884 -0.00208521 -0.000102329 0.000400871
internal_weight=0 32.4447 28.9165 21.7241 29.507 28.4358 22.9932 21.753 20.8868 16.7284 7.19239 15.6911 14.9608 12.7969 6.95116 6.06813 5.44264 11.1208 4.73921 3.40216 2.12508 10.0518 8.93129 4.10426 5.37079 4.15839 10.6033 10.4372 5.84577 4.45466
internal_count=3121 2178 1733 1593 943 913 636 574 549 358 140 341 318 269 149 101 277 225 84 60 46 169 157 110 132 191 1368 1367 120 108
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 43 151 9 14 160 52 132 376 484 133 1 42 42 12 2 1 4 15 13 12 50 0 16 16 4
split_gain=2.99196 2.32724 1.47623 1.75571 1.63208 1.62926 1.29097 1.28213 1.20893 1.15644 1.22955 1.149 1.19556 1.14871 1.03655 0.90549 1.48944 0.889582 0.851267 1.88175 1.0085 0.836732 0.827386 0.818857 1.21421 0.776808 0.722564 1.17846 0.736602 0.654834
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.23229999999999998 -0.27559499999999998 -0.036024999999999995 0.078320000000000015 -0.090969999999999981 -0.15275999999999998 0.081465000000000024 0.048375000000000008 -0.068929999999999977 -0.0084449999999999994 0.10089500000000001 0.085730000000000015 -0.088934999999999986 0.099400000000000002 0.092365000000000017 0.080270000000000022 -0.083854999999999985 0.19724500000000003 -0.08971999999999998 -0.11019 0.11875500000000001 -0.11242999999999999 -0.011989999999999999 0.41553500000000004 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 7 29 4 5 -4 -2 -1 11 -7 -11 12 14 -12 -9 16 18 -14 19 20 21 -15 -6 24 -16 -8 27 -25 -28 -3
right_child=6 2 3 -5 22 9 25 8 -10 10 13 -13 17 15 23 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0038642583689217119 -0.0029817317991713771 -0.0035884440712396987 0.0032546501267022312 0.0031760160029406909 -0.0035224277723438905 -0.003592744667944099 0.0018733901985910017 -0.0037477110305423242 -0.0035797218292864651 -0.0035899533035050448 -0.0035432447249026892 0.0026217393561774271 -0.0012422556405419997 0.00037786259939651877 -0.0023020128971041557 0.0037391540577687383 -0.0035192846475174126 0.0031716467235500352 -0.0023576158479121827 0.0036874398807075709 0.0021064462193121523 -0.0035797831572963786 0.0026229438682258727 -0.00079448532165116018 0.0036346129958964063 -0.0015361143009390921 -0.0021929318725865074 0.0023663859689887707 0.0014026771199797841 0.00033421138467606677
leaf_weight=0.96029490092769521 0.81921214982867141 4.8763013458810773 1.0920458440668923 1.0692815277725447 4.4470496731810263 1.9824750619009179 8.5665289023891056 1.191703383810826 1.2203251710161556 1.5668570674024547 1.1575664458796406 1.7930664806626726 0.77624670229852233 1.2245307844132187 0.60855473019182671 0.76208570413291532 1.3639063714072106 1.8698095199652005 1.0966795352287588 2.0076071340590715 1.242326261475682 1.3484640954993525 0.27974606957286585 5.6856003203429282 1.2937768725678402 0.88577103801071722 4.6390058025717584 1.8873175783082938 0.80292217899113882 0.57112198881804932
leaf_count=47 15 704 14 23 489 210 322 50 31 186 160 39 13 10 7 11 199 65 14 18 34 121 4 86 50 15 116 29 25 14
internal_value=0 -0.000865904 -0.00157227 -0.00114871 -0.00138499 -0.000820196 0.00119215 -5.51303e-05 -0.000228031 -0.00114377 -0.000731276 -2.89779e-05 -0.0002824 -0.000292281 -0.000637069 0.000123745 -0.000208873 0.00187678 0.000443634 0.000971216 -0.000458051 -0.00169627 -0.00315873 -0.000388566 0.00173549 0.00155389 -0.000699032 -6.73507e-06 -0.00166242 -0.00317718
internal_weight=0 48.8167 26.088 20.6406 19.5713 14.8445 10.2715 22.7286 21.7683 13.7525 11.77 20.548 18.7549 10.2032 16.1089 9.0456 8.28351 2.64606 6.91961 5.82293 3.81532 2.57299 4.7268 14.9172 1.90233 9.4523 13.0148 7.57292 5.44193 5.44742
internal_count=3121 2769 2211 1493 1470 977 352 558 511 963 753 480 441 567 363 407 396 78 197 183 165 131 493 313 57 337 256 115 141 718
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=1 15 12 484 42 159 421 39 3 52 457 133 38 159 1374 52 4 147 483 12 51 453 12 48 2 4 123 16 3 13
split_gain=2.61317 1.72003 1.43373 1.32752 1.23218 1.10506 1.07483 1.05919 1.13628 0.986737 1.04059 1.05934 0.975598 0.825682 0.967725 0.99004 1.0529 1.41706 0.762668 0.823824 0.921235 1.2301 1.04798 0.924482 1.04418 1.43396 0.748137 0.738849 0.727346 0.706296
threshold=0.099195000000000019 0.084050000000000014 -0.064509999999999984 -0.0068949999999999992 -1.0000000180025095e-35 -0.032739999999999991 -1.0000000180025095e-35 0.15619500000000003 0.31299000000000005 -0.15275999999999998 -0.0029299999999999994 0.10622000000000002 0.10657000000000001 0.092630000000000018 -0.094929999999999987 -0.046924999999999988 -0.080364999999999978 0.087350000000000025 0.10018500000000001 0.11650500000000001 -0.076794999999999988 1.0000000180025095e-35 0.10345000000000001 0.12649500000000002 0.090790000000000023 -0.087894999999999987 0.091310000000000016 0.15891500000000003 -0.010424999999999999 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 3 12 -1 26 -6 -4 8 18 -7 -11 13 -2 14 -12 -16 27 28 19 20 22 23 -8 24 -22 -26 -5 -17 -18 -3
right_child=2 29 6 4 5 9 7 -9 -10 10 11 -13 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029819815421963033 0.0030430014441145694 -0.0031596289480019051 0.0040162574851814467 -0.0026998984681580289 -0.0035676597907737836 -0.0024725999189994302 -0.0029585977689075929 0.0037501318441969089 0.0034494470126225376 -0.0023836967601105429 -0.0018580638274966891 -0.0028553801442559664 -0.00080901264692906393 -0.0017113303506045357 0.0028178950193042626 0.0032999273345750983 -0.0028048009550854054 0.0036482338896255892 -0.0036069307220850015 -0.0025608649654956534 -0.0001718503213823546 -0.0036862753848565196 0.0017693307996210187 -0.0013190194492274641 -0.0027569561594484701 0.0028488476520649383 0.0019708187040692877 0.00025806062523950666 0.00023794904294278563 -2.0281044769600382e-05
leaf_weight=2.6442161991726634 3.2553053465671864 5.3508973063435397 0.72779432963580504 3.4995543616823919 0.99710900033825112 1.5751263729762381 2.1875186862889797 0.75645094411447544 0.86510973237454791 1.4767343285493684 1.1669443030841709 0.95659963856451291 0.97369210980832566 1.3374229632318027 3.6794332091230979 2.1690471190959282 1.8380446454975814 0.79969779169186939 0.86425353260710736 1.7255295892246056 3.9879177878610736 0.81363885849714357 0.70720743387937535 2.245928978547453 0.59282620064915281 4.2439214456826342 0.44008722249418486 1.5684349201619623 1.7464920040219403 0.96413401351310302
leaf_count=304 240 927 15 323 76 135 92 25 58 77 35 25 18 46 74 34 115 16 26 33 90 15 11 35 40 118 8 11 35 64
internal_value=0 -0.00110043 0.000372242 -0.000715131 -0.000457331 -0.000106268 -1.03489e-05 -0.000164667 -0.000327076 8.21879e-05 0.000322594 0.000584449 0.00215611 0.000814468 0.00107496 0.00136499 0.000706767 -0.000415646 -0.000515179 -0.00035328 -9.55318e-05 0.000320496 -0.00180352 0.000614975 0.00110719 0.00216176 -0.00217814 0.00202341 -0.00132228 -0.00268034
internal_weight=0 32.21 23.9471 25.8949 23.2507 19.3111 19.7181 18.9903 18.2339 18.314 16.7389 15.2621 4.229 14.3055 12.9681 11.8011 8.12172 4.38423 17.3687 16.5045 14.779 11.8842 2.89473 11.0706 8.82467 4.83675 3.93964 3.73748 3.58454 6.31503
internal_count=3121 2305 816 1314 1010 679 558 543 518 603 468 391 258 366 320 285 211 166 460 434 401 298 103 283 248 158 331 45 150 991
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 4 1446 124 2 38 157 0 52 159 51 16 39 1 12 48 1 457 132 15 123 15 4 160 47 0
split_gain=2.32791 1.30065 1.40761 1.51729 1.56309 1.1736 1.16354 1.26738 1.11537 1.1102 1.06628 0.928805 0.881065 0.924609 0.890887 0.786214 1.19321 1.00265 1.26842 0.83649 1.04596 1.04632 1.06058 0.806521 0.773323 0.734662 0.827774 0.716104 0.802009 0.688577
threshold=0.091615000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086665000000000006 -0.50216499999999986 0.51303500000000013 0.088980000000000017 -0.043384999999999993 0.14753000000000002 0.088570000000000024 -0.084489999999999996 0.22582000000000002 0.11434500000000002 0.091530000000000014 0.08955500000000001 0.071345000000000006 0.16946000000000003 0.13707500000000003 0.11650500000000001 0.12649500000000002 0.11353000000000001 0.091495000000000007 0.081240000000000021 1.0000000180025095e-35 0.091310000000000016 -0.053579999999999996 0.09173000000000002 -0.079009999999999983 0.092710000000000015 -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=1 -1 24 10 -5 6 7 9 15 -2 -4 12 13 14 29 17 25 18 19 20 21 22 23 27 -3 26 -17 -9 -29 -12
right_child=5 2 3 4 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0034292008946424477 0.002864875911542599 -0.0029763203399345473 -0.0035026918287875772 0.0016278790141270314 -0.0030798250306117471 0.0030331439374085734 -0.003581743721669257 -0.0028488801446431592 0.002747528353644287 -0.002955044475569814 0.004076681082146566 0.0039499128391982663 -0.0025669669604900958 -0.002392885995800256 -0.0022801798623435336 -0.0030103407539661545 0.003900699307065035 0.0032201236529316658 -0.0034024238341509639 -0.0021311063765282572 0.0023454700890385184 0.0023890590760051035 0.0032293140524884815 -0.0036490324648747567 0.001675518969241856 -0.0034684860753787842 0.0027541165783759982 0.00098219551563716008 -0.0016821154680608731 0.00079221964690064117
leaf_weight=2.5872819828800884 2.9204406989738447 4.3389198184013429 0.88136053504422207 1.0035151867196024 3.8685848927125264 1.5937551991082717 0.95389178232289751 1.2038192162290275 1.4553644517436612 0.42408100515604008 0.79405972361564092 0.7495509050786503 1.2592882888857282 1.188955766847356 0.98484352254308838 0.56372787477448649 0.38587716966867436 1.033560337498783 1.2812727261334647 1.6919927303679276 2.4738599495030931 1.6152919111773361 0.75990113359875966 1.0646228860132394 0.44516818411648262 2.2095067140180609 0.56204450968652964 3.5073572816327241 2.0067940587177873 7.8527863668277842
leaf_count=399 159 664 76 16 571 121 37 27 63 7 7 7 48 40 18 46 5 27 22 29 71 35 24 113 9 135 11 79 41 214
internal_value=0 -0.00116793 -0.000917554 -0.000498973 -0.00211017 0.000232983 6.20837e-05 0.000200235 -9.51506e-05 0.00212692 7.35607e-05 0.000319242 9.39618e-05 0.000403636 0.000748845 -0.000298353 -0.00169505 1.40136e-05 -0.000198337 8.82741e-05 0.000385557 -9.17662e-05 -0.000560863 -0.00093094 -0.00254346 -0.00234245 -0.000132422 -0.000500194 1.25588e-05 0.00109384
internal_weight=0 25.9543 23.367 18.5829 4.8721 27.7072 26.1134 25.1595 21.815 3.34452 13.7108 12.8295 12.0799 10.8206 9.63169 20.3596 3.72116 16.6385 15.6049 14.3236 12.6316 10.1578 8.54249 7.78259 4.78409 3.33528 1.12577 6.71797 5.51415 8.64685
internal_count=3121 2069 1670 997 587 1052 931 894 728 166 410 334 327 279 239 665 197 468 441 419 390 319 284 260 673 192 57 147 120 221
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=1 50 3 3 1446 2 31 8 2 43 16 150 4 4 0 11 52 49 1 16 52 1 2 0 3 159 11 4 4 49
split_gain=1.998 1.36034 1.08065 1.41202 1.03499 1.01542 1.06704 0.927758 1.06679 1.03744 1.16753 1.01679 0.914698 1.5637 0.969794 0.894313 0.833633 0.80761 0.800062 0.754987 0.753132 0.70946 0.874141 0.670921 0.649838 0.618848 0.584301 0.502466 0.639973 0.490329
threshold=0.094385000000000011 0.07826000000000001 -0.12018999999999998 0.0051600000000000005 0.091555000000000011 0.14753000000000002 -1.0000000180025095e-35 0.088180000000000022 0.090790000000000023 -1.0000000180025095e-35 0.10246000000000001 0.081835000000000019 -0.083854999999999985 -0.084134999999999988 -0.13455999999999999 0.080455000000000013 -0.092399999999999982 0.0034800000000000005 0.13075500000000004 0.023255000000000001 -0.081429999999999989 0.080000000000000016 0.10467500000000002 -0.15202999999999997 0.12178000000000001 -0.47115499999999993 0.080705000000000013 0.033845000000000007 0.40473500000000007 -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=1 2 15 12 5 6 -2 8 18 26 11 23 13 19 -14 17 -5 21 25 -4 -18 22 -1 24 -11 -8 -10 -13 -29 -22
right_child=4 -3 3 16 -6 -7 7 -9 9 10 -12 27 14 -15 -16 -17 20 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0018223581272997266 0.0031499433453514854 -0.0029338310346414833 -0.0029228667521141714 -0.0025824959420974905 -0.0029553942297405439 0.0024222296536128242 0.0020023473707424526 0.0028978771739108884 0.002551615594285976 4.2536762361344654e-05 -0.002613108825975628 0.0033396136782855913 0.00053492552651827441 0.0062967568820548412 -0.0026849947222500701 -0.0022976338091102752 0.0020417816357756889 0.002951043512361219 0.00057623523702018996 0.00029615176781152999 -0.0018311091382016162 0.0021291494359688369 0.0014013001062011794 0.00083773372726191053 -0.0027240999073166483 -0.0016594545035496055 -0.00093911907499662954 -0.0013771767240486109 0.0029661092088836311 0.00023182826736514001
leaf_weight=1.7803636970929866 0.95939591433853877 2.5228831549175075 1.0529324451927102 1.00311265559867 0.82478224160149594 1.8071810845285643 0.41331763798370946 0.90393606899306078 2.4152264646254546 1.5254500824958177 1.2481237598694859 1.1657962943427267 0.88847189443186536 0.26727026794106379 6.515079707372923 0.91275730915367592 1.5078614139929412 1.1439636624418197 2.3154253792017698 1.4445151167456058 1.281814459711313 1.1495740581303833 1.1619956474751232 2.3666407680138768 1.326907151378691 5.7879580378066802 0.4805575415957718 0.6104969549924133 0.52952920971438289 3.8726197597570708
leaf_count=49 79 445 245 39 30 109 10 40 113 31 105 28 29 10 1150 39 18 17 37 26 21 24 11 67 21 222 11 11 29 55
internal_value=0 -0.000914434 -0.000701998 -0.00106236 0.000228696 0.000338781 0.000168015 3.23617e-05 -9.59608e-05 0.00047186 -2.34152e-05 0.000406131 -0.00176869 -0.00034971 -0.00229858 0.000343191 -0.000125391 0.000803558 -0.000873932 -0.001061 0.000244565 0.000203195 -0.000549272 -0.000300273 -0.00124449 -0.00141539 0.00197233 0.00200501 0.00064023 -0.000281187
internal_weight=0 26.5052 23.9823 17.8337 24.6807 23.8559 22.0488 21.0894 20.1854 11.6687 8.77294 7.52482 10.1683 2.76472 7.40355 6.14865 7.66541 5.2359 8.5167 2.49745 6.6623 4.09193 2.94236 5.219 2.85236 6.20128 2.89578 2.30582 1.14003 5.15443
internal_count=3121 2178 1733 1593 943 913 804 725 685 416 292 187 1460 281 1179 140 133 101 269 271 94 84 60 119 52 232 124 68 40 76
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 128 47 4 50 48 2 51 457 123 47 2 1 457 150 4 46 130 2 3 43 1 14 16 13 41
split_gain=6.58693 2.99796 2.69023 1.6781 1.66638 1.45259 1.42994 2.53972 1.26687 1.20719 1.61975 1.18517 1.15554 1.12195 1.0857 1.04155 1.14023 1.02822 1.01865 0.98821 0.960034 0.867638 0.853554 0.849361 0.770727 0.770544 0.62778 0.512573 0.48088 1.05639
threshold=0.094385000000000011 -0.064509999999999984 0.16158000000000003 -0.12018999999999998 0.090900000000000009 0.09258000000000001 0.092530000000000015 -0.013125 0.10616500000000001 0.12879500000000002 0.090790000000000023 -0.070629999999999984 0.082380000000000009 1.0000000180025095e-35 0.085270000000000026 0.11093500000000002 0.083135000000000014 -0.079829999999999984 0.088040000000000021 -0.031404999999999995 0.089105000000000018 -0.0060099999999999989 0.097845000000000015 -0.10519499999999998 -0.079109999999999986 0.096860000000000016 0.018475000000000002 -0.042349999999999992 -0.0034749999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 14 13 17 7 21 9 10 18 -12 22 -5 15 16 28 -2 24 -18 25 -3 -6 -8 -9 -19 -23 -4 29 -1
right_child=1 2 27 4 12 -7 23 8 -10 -11 11 -13 -14 -15 -16 -17 19 20 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070869116477480156 -0.00081093749104628042 0.00093014036346319464 0.0020376423199421206 -0.0017828064878922356 -0.0017342702752491811 -0.001964384760750133 -2.2585641512046682e-05 -0.00065564305229950514 -0.0017059122804952791 -0.0014928971272040892 -0.00089678153652510107 0.0016890035836912463 0.00070179052832236317 -0.00032888645548477248 0.0010829405167175038 0.00092110950563919223 -0.0012585637478939738 -0.00042585306179880594 -0.001448942001877136 0.0014145622961822192 -0.0008517594156281956 -0.0019124445968135178 -0.00025147933833200551 -0.0015386060094980218 0.001332713722847906 0.0020128716353982621 0.00024457760169139934 0.00018500735994588522 -0.0021328092694841336 -0.0020110061609687254
leaf_weight=0.8905036672949781 0.8745258543640374 0.53004702180624796 1.6391279976814987 32.048747337423265 3.4158572740852824 0.62152314372360695 1.6717170849442471 1.3606347087770698 1.2913995794951905 1.2250976711511601 0.78886704612523129 4.4294172273948806 1.7400366459041832 2.1388366241008034 1.2494532391428936 1.0803916752338407 1.0371677968651059 0.55098089203238387 1.7510913051664827 1.0527097918093202 0.60601925291120995 4.7010267777368409 2.5699073635041714 8.4668936189264041 1.6053187530487796 4.3819165732711554 0.57169826980680216 0.86024034861475129 2.9253917401656504 1.3688595620915291
leaf_count=10 15 14 64 1876 53 8 20 16 17 10 14 111 16 39 15 9 28 12 17 13 9 188 20 133 25 238 11 21 59 40
internal_value=0 -0.000272418 -0.000533185 -0.0013397 -0.00150762 0.000872687 -0.000703357 -0.000378294 0.00011661 0.000327499 0.000551967 0.0012981 -0.000692376 -0.00169185 -0.000606901 -0.000859609 -0.00112407 0.00114763 -0.000273453 8.7939e-05 0.00145686 -0.00144028 -0.00109765 -0.00128864 0.000420553 0.00174048 -0.00167857 0.0014 -0.00161261 -0.000939067
internal_weight=0 37.9275 30.8926 51.5179 41.9134 7.03497 28.3932 18.2546 12.4518 11.1604 9.93533 5.21828 7.7258 34.1876 9.60448 8.35502 7.27463 6.41344 4.71704 2.08988 5.53892 5.80277 5.98576 10.1386 2.96595 4.9329 5.27273 2.49937 5.18475 2.25936
internal_count=3121 943 661 2178 2004 282 576 423 210 193 183 125 89 1915 174 159 150 274 58 41 259 213 73 153 41 250 199 85 109 50
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 0 31 2 8 48 123 150 2 3 1 3 130 1 48 4 42 43 14 49 0 0 13 457 1375 3 159 0 1 52
split_gain=1.89586 1.82689 1.25846 1.20463 1.44445 1.18923 1.16329 1.26436 1.12657 1.22422 1.10176 1.08057 0.912766 0.925278 1.03302 0.964171 0.864072 0.817667 0.805455 1.29081 0.780191 0.729127 0.628521 0.606842 0.708329 0.571001 0.596539 0.577809 0.50232 0.487471
threshold=0.08592000000000001 -0.060129999999999996 -1.0000000180025095e-35 0.090425000000000019 0.088180000000000022 -0.078084999999999974 0.087755000000000014 0.081835000000000019 0.084055000000000005 -0.084074999999999997 0.11588000000000001 0.149315 -1.0000000180025095e-35 0.14089500000000002 0.12230500000000001 -0.17966999999999997 0.092620000000000022 -0.52440999999999993 -0.10708499999999999 -0.006494999999999999 -0.15202999999999997 -0.10324499999999999 0.11596500000000001 -0.0029299999999999994 -0.42089999999999994 0.090900000000000009 -0.47522499999999995 1.0000000180025095e-35 0.13146500000000003 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=1 8 -2 4 5 -4 7 12 9 -1 25 -10 -5 14 15 -14 22 -18 20 -20 -17 -12 29 -9 -25 26 -7 -28 -23 -3
right_child=2 16 3 6 -6 10 -8 23 11 -11 21 -13 13 -15 -16 18 17 -19 19 -21 -22 28 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0028800800298430418 0.0035753440740031771 0.00023876814954936309 0.0024177912616280771 0.0035352276972258623 0.0030644612623883065 0.0025484199192380035 0.003420224974389225 -0.001161911228919073 -0.0031763072489291769 0.0020062542609686224 0.0022191745250649173 0.00052228932455892043 -0.0034065302375037329 0.0025006190985205419 -0.0033045626524158987 -0.0037077207532642516 0.0023880536574420112 -0.0036191931328946741 -0.0027208610576073401 0.0021780172825908444 0.00037929346685289565 -0.0030010361565539797 0.0020670452060050789 -0.00094734582625965644 0.0027147096008777339 3.4315277869952341e-05 -0.0031283962417578254 0.00019631812735663374 1.2926697435731222e-05 -0.0023110282365992095
leaf_weight=0.99641963606700334 1.0876892553642417 4.6861587038729322 0.96974704694003122 0.60251402063294968 0.98616966698318798 0.24112134519964623 1.4179199063219119 0.72664718190208066 7.367486658273263 1.2962474105879689 1.1486684363335369 0.98380829766392697 1.0059138296637655 0.90721099963411767 1.7284027645364402 0.95681161992251906 0.3121572583913802 1.2295999997295437 0.75721552083268617 2.6917398083023816 1.1068939990363986 0.87426418485119972 1.7403854997828601 0.69369667768478382 3.5513666821643701 1.0938257882371543 5.3225489372853136 0.64381604362279166 1.991775603033602 0.999540474731475
leaf_count=145 86 99 19 29 42 6 95 18 1364 50 14 8 103 40 38 16 3 74 14 86 30 52 22 7 119 18 462 11 30 21
internal_value=0 -0.00124696 7.40219e-05 -5.54334e-05 -0.00079527 -0.00110509 0.000552696 0.000276636 -0.00217557 -0.000117403 -0.00140699 -0.0027406 -0.000416642 -0.000676748 -0.00102627 -0.000422186 -0.000144775 -0.00240291 0.000122377 0.00110247 -0.0015156 -1.21692e-05 0.000324046 0.00163715 0.00211628 -0.00217394 -0.00256306 -0.00276963 -0.00090646 -0.000209484
internal_weight=0 19.6118 30.506 29.4183 13.2719 12.2858 16.1463 14.7284 10.644 2.29267 11.316 8.35129 9.7567 9.15419 8.24698 6.51857 8.96784 1.54176 5.51266 3.44896 2.06371 4.01471 7.42608 4.97171 4.24506 7.30131 6.20749 5.96636 2.86604 5.6857
internal_count=3121 1786 1335 1249 654 612 595 500 1567 195 593 1372 356 327 287 249 219 77 146 100 46 96 142 144 126 497 479 473 82 120
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=484 1213 1 475 133 52 52 0 0 150 40 48 4 13 16 15 4 151 4 52 151 48 4 3 0 150 484 1 2 2
split_gain=1.74358 1.89043 1.60737 1.48726 1.23232 1.13079 1.2562 1.30447 1.81562 1.11624 0.855447 0.881394 0.765199 1.50627 0.737639 0.685132 0.652756 0.702218 0.649986 1.38132 0.606718 0.568242 0.545326 0.532429 0.691228 0.946127 0.85224 1.00996 0.718991 0.448935
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.11551000000000002 -0.086004999999999984 0.10622000000000002 0.11434500000000002 -0.38533999999999996 -0.076234999999999983 -0.10151999999999999 0.094605000000000009 -0.13022999999999998 0.11951500000000001 -0.083854999999999985 -0.077944999999999987 -0.53943499999999989 -0.036009999999999993 0.50500500000000004 0.0033600000000000006 -0.49405499999999997 0.10347000000000002 -0.085039999999999991 0.10327000000000001 -0.0029599999999999995 0.13524500000000003 -0.23091999999999999 0.086845000000000019 0.087410000000000002 0.077565000000000009 0.090425000000000019 -0.18970999999999996
decision_type=2 2 2 2 2 2 2 2 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 4 -2 5 6 21 8 10 -1 -8 14 13 -10 -12 22 17 -4 19 -9 -20 -3 -7 24 -16 26 27 -26 -29 -14
right_child=1 2 16 -5 -6 15 7 18 12 -11 11 -13 29 -15 23 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0027168245617455048 0.003461913444280118 -0.003184621558408506 0.0012013916300782281 -0.0030971321040884239 -0.0026328325160125611 0.0020771728707996793 -0.003711827684352798 -0.00281145812404866 0.0068032073173817393 0.0016347065197427986 0.0030869278629750896 -0.0021938775005592142 0.0034961051850880896 -0.0031159619465421563 0.0020212401834570209 -0.0033217858601319165 0.0031589886215726494 -0.001627560086971997 -0.00074645615013946461 0.0028679101370952232 0.002040840460090869 0.0015796082320018803 -0.0016986936879848603 0.0025938955469804893 -0.0022211283127591521 -0.0023209973303894146 -0.002854169285080521 0.00043569120171665628 0.0032342793555848659 -0.0030938309380659505
leaf_weight=4.250046160304918 0.37025561928749118 1.517482383409521 6.1685256841592473 3.0698148522060356 2.0696429910603902 0.53646531607955705 0.48891388159245153 0.99412610149010994 0.24792236089706421 0.64949599956162263 1.139349060598758 1.080606373492629 0.10233543068170936 0.35701557667926342 1.5979723213240458 1.5980110664386291 1.3527010653633622 0.97056003473699082 0.85857674083672453 0.69573499262332916 5.7116578060667944 0.28405881067737926 1.1475148319732398 0.98976259445771653 0.80960389086977258 1.5933806668035684 0.66494545806199301 2.1103450984228407 1.5017109024338422 2.8606099716853288
leaf_count=484 4 220 202 469 281 43 10 43 1 19 39 24 1 85 18 129 143 18 28 4 144 13 76 23 44 31 13 38 52 422
internal_value=0 -0.000193261 -1.59874e-06 -0.00239118 -0.000328429 -0.000163333 5.56434e-05 0.000244017 -0.000283531 -0.00213997 0.000293148 0.000463599 -0.00221931 0.000949222 0.000739535 -0.00187179 0.0011899 0.000816795 0.0012368 -0.000473198 0.00167661 -0.00243342 -0.000495816 0.000450953 0.00019473 -0.000242204 0.000408978 0.000899702 0.0015992 -0.00286623
internal_weight=0 42.8896 39.4495 3.44007 30.9577 28.8881 25.6061 23.8046 15.5445 4.89954 11.9766 11.4877 3.56788 0.604938 10.4071 3.28199 8.49179 7.13909 8.2601 1.68986 6.57023 1.80154 1.68398 9.26772 8.27796 6.67999 5.08661 4.42166 3.61206 2.96295
internal_count=3121 2618 2145 473 1782 1501 1253 1020 801 503 292 282 509 86 258 248 363 220 219 47 172 233 119 219 196 178 147 134 90 423
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=1 0 0 12 3 39 16 14 49 48 50 2 42 4 52 457 128 457 16 43 51 52 447 52 49 1 46 457 12 43
split_gain=3.71049 1.70578 2.33039 1.53457 1.47307 1.17117 1.16007 1.15368 1.21759 1.0976 1.93352 1.6283 1.09275 0.999878 1.31904 0.981367 0.947016 0.93796 0.863587 0.884955 0.792684 0.760079 0.913567 0.725539 0.733133 0.69099 0.689756 0.743042 0.613332 0.721993
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.064860000000000015 0.062655000000000016 0.0065400000000000015 0.12649500000000002 0.11392500000000001 0.11548000000000001 0.092620000000000022 -0.49405499999999997 0.10347000000000002 -0.0029299999999999994 0.09258000000000001 0.091015000000000013 0.22339500000000004 0.084740000000000024 0.123935 0.12603000000000003 0.085730000000000015 -0.080979999999999983 -0.054319999999999993 0.12205500000000001 0.089105000000000018 -0.079829999999999984 0.11734000000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 6 9 8 15 10 11 17 13 14 -3 -1 26 21 19 -15 -11 22 28 -17 -25 -8 27 -2 29 -5
right_child=3 12 -4 4 -6 -7 25 -9 -10 20 -12 -13 -14 18 -16 23 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017460204569109078 -0.00045331734858980113 -0.0025186068902890101 -0.0020216486904485798 0.0024138967601289368 0.0024553564660524663 0.0025879859341696853 -0.0024251677872333881 -0.002451661518808745 -0.002283889499398483 -0.0026017433813899913 -0.0024925714678528214 0.002189930755890732 -0.0018610140562126951 0.0018613411421927733 0.0010731716190856882 0.001943722507661003 -0.0021870888058973239 0.0017102577287653644 -0.00089821941150444642 -7.669422662418694e-05 -0.00014125037860784152 -0.0018185672083389755 -0.0018420697152404311 -0.0011730715331869047 0.00090033542750351538 -0.00052557809641763523 -0.0010582513057847548 0.002179394462869402 -0.00090412706779783593 0.00032243869848256842
leaf_weight=1.1259645447134961 0.69241944886744011 1.5305833155289286 12.1152390697971 1.1918803155422297 1.2218749369494606 0.8066656868904819 1.9782768115401257 1.3811189117841411 1.2264235089533029 1.440027525648474 1.3239510217681516 2.5428647152148178 1.856847668532281 3.0540899494662872 0.90248199738562096 1.7143441680818776 0.40695051476359356 1.6881111562252034 1.6974695730023084 2.288687314838171 1.4684141520410774 1.3717981367371974 1.1651880154386161 1.5268367892131194 2.4931620606221281 2.2989662177860737 0.51404529996216286 4.2424217765219536 1.5048200832679866 3.966938375961039
leaf_count=33 15 58 1677 20 62 25 156 75 59 24 58 81 77 39 11 21 8 29 43 20 18 39 16 26 39 39 9 250 20 74
internal_value=0 -0.000948479 -0.00133716 0.000199029 -6.51587e-05 -0.000200545 -0.000303065 -0.000461267 -0.000121331 -3.64402e-05 0.000224344 0.00049215 -0.000208079 0.00011591 -0.00118633 0.000265272 0.00128043 9.56642e-05 0.000565957 0.00103114 -0.00135949 -0.000200578 8.29325e-05 0.000660198 0.000112834 -0.00140416 0.0015394 0.00180999 0.000419534 0.000805644
internal_weight=0 32.9132 21.5831 29.8256 23.9698 22.7479 21.9412 9.46785 8.08673 17.664 14.7556 13.4316 11.3302 9.47331 2.43307 6.86031 5.85584 10.8887 7.04025 5.34278 2.90844 9.20062 7.82883 5.73434 4.02 4.27724 5.44889 4.93484 6.66364 5.15882
internal_count=3121 2178 1930 943 661 599 574 253 178 379 337 279 248 171 69 119 282 198 102 59 42 169 130 86 65 195 274 265 114 94
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=4 12 3 43 151 3 41 1 52 52 3 52 158 52 0 1 50 16 16 1 52 148 48 16 0 160 51 14 150 15
split_gain=5.71364 4.50249 2.05118 1.96841 1.91786 1.90262 1.43738 1.41397 1.3627 1.31925 1.31453 1.53245 1.29325 1.16194 1.08521 1.48869 0.999116 0.947362 1.39555 0.817819 0.81061 0.743743 0.831033 0.725757 1.68667 1.08389 0.87491 0.696067 0.610393 0.596151
threshold=0.27834500000000006 0.051320000000000005 0.10732000000000001 -0.04890499999999999 -0.27559499999999998 -0.097604999999999983 0.078065000000000009 0.13021500000000003 -0.012164999999999999 -0.15275999999999998 0.30112000000000005 -0.085984999999999992 0.086290000000000019 0.081010000000000013 -0.060129999999999996 0.083135000000000014 0.11875500000000001 -0.16927999999999996 -0.29154999999999992 1.0000000180025095e-35 -0.0092699999999999987 -0.083019999999999983 0.12230500000000001 -0.008904999999999998 -0.090809999999999988 -0.030779999999999998 0.082455000000000014 -0.46885499999999997 0.12640500000000002 -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=1 3 5 8 -2 6 9 17 19 -3 11 -5 14 -10 15 -11 21 18 -7 -1 -12 -6 27 25 -25 -13 29 -23 -29 -27
right_child=4 2 -4 10 16 7 -8 -9 13 12 20 23 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00044617627725712189 -0.0015707421909387856 -0.0017720991520927573 0.00035372223657855687 -0.001512532042765756 -0.00052555280500302625 -0.001795197550529195 -0.0018417482061687093 0.00058976354763641211 -0.0014014173256236919 -0.0017838582343697985 0.0018160362108670222 -0.00183336331425759 -0.0018525630613630856 0.0006184110833970741 0.00097944585386440909 0.00055001875898400953 -0.00086288256888630138 -0.0016718074342863575 0.00054963497104959123 0.0016361809686567697 -0.00018380014489698866 0.0001035779349638703 -0.00065063994256943228 0.0017682329825487412 -0.00055795238828906411 0.00012289793128564434 0.00033411001852169539 0.0016513429099955102 -0.00014906130320524249 -0.00126986317308845
leaf_weight=0.66000866051763285 0.99560183100402255 1.405610404908656 3.2336791679263106 3.4949190281331601 0.80589386634528359 1.5111824148334565 2.014305166900157 1.0083358176052559 1.3016892587766071 1.3670921563170839 1.2728996481746437 1.4953103074803991 0.94224500842392434 2.4460281878709793 3.4988124193623666 2.0197021476924419 0.86134820058941919 16.395864698570229 1.51734657539055 3.811742989346385 1.1515901908278454 1.1945787770673604 0.67506221309304315 1.5888314917683604 2.2416268289089123 1.3871944285929232 4.0614567585289478 7.4745837217196804 0.60736138746142376 2.7032349416986077
leaf_count=14 15 97 27 106 14 79 64 20 24 82 44 35 35 36 36 33 14 1720 25 118 21 34 10 17 40 26 41 245 8 41
internal_value=0 -0.000544403 -0.000956584 -2.33038e-05 0.000729836 -0.00109033 -0.000519856 -0.00140436 0.00068504 -0.000231482 -0.000323463 -0.000493396 4.51598e-05 -8.3133e-05 0.000304849 -0.000392059 0.000926969 -0.00150788 -0.000620395 0.00132884 0.000866149 0.00107028 0.00119951 -0.000229122 0.000406923 -0.000481666 -0.000233723 0.00133415 0.00151604 -0.000797534
internal_weight=0 62.5307 34.9142 27.6165 12.6144 31.6805 11.2478 20.4327 8.21947 9.23346 19.3971 16.9726 7.82785 3.74772 6.88561 3.38679 11.6188 19.4244 3.02853 4.47175 2.42449 10.7575 9.95159 13.4777 3.83046 9.6472 8.15189 9.27652 8.08195 4.09043
internal_count=3121 2781 2218 563 340 2191 347 1844 192 283 371 306 186 60 151 115 325 1824 104 132 65 311 297 200 57 143 108 287 253 67
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=1 0 160 3 31 2 133 13 45 1186 14 12 12 1429 11 47 4 1 3 42 42 2 43 160 3 2 49 48 2 2
split_gain=1.63429 1.23096 1.03774 0.953403 0.919599 0.880725 0.880049 0.94561 0.925351 0.922408 0.823328 0.744048 1.19 1.19233 0.711465 0.710873 1.55098 0.702126 1.21433 0.700154 0.831614 0.810945 0.716152 0.664831 0.916602 1.25072 0.697396 0.661259 0.641951 0.625701
threshold=0.088975000000000012 -0.060129999999999996 -0.40698999999999991 0.013900000000000001 -1.0000000180025095e-35 0.14753000000000002 -0.25159999999999993 -0.083364999999999981 -0.080359999999999987 0.084100000000000022 0.062655000000000016 0.084100000000000022 0.08401500000000002 0.084990000000000024 0.087830000000000005 0.090280000000000013 -0.04890499999999999 0.13146500000000003 -0.10519499999999998 0.092620000000000022 0.084635000000000016 0.092120000000000021 -0.52440999999999993 -0.089549999999999991 0.12178000000000001 0.089885000000000007 -0.073374999999999982 -0.086869999999999989 0.082275000000000015 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=1 3 -2 11 -4 6 -6 14 -9 10 15 12 13 -1 27 16 -10 18 -17 20 21 -3 -21 -18 25 -25 -27 -8 -5 -30
right_child=2 19 4 28 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 17 23 -19 -20 22 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0024490086713144514 -0.0028183637979743593 -0.0020880025454713875 0.0030725521930048579 0.0019795235601421978 -0.0030061111197939171 0.0021130764114588299 -0.0018542479810788953 0.0035560348604994334 -0.0026664968298856775 0.0030559441110828557 -0.0041966506103643889 -0.0027935713231265519 0.0044696831741023822 0.0026128643339021827 -0.0020310649426051549 0.0029744473367892812 0.0031106010644223535 0.00028842227750635756 -0.0026489311718187717 0.0018836023310204683 0.0024836902406980962 0.00033558262284320964 -0.0031055974973896831 -0.00082971085744834973 -0.0022666734038941402 -0.00044981166395797394 0.0021941435012699045 0.0018371025637992219 -0.0024131288999694653 0.00035774446835299789
leaf_weight=2.2507987399585572 0.96044580638408916 1.4683925500139574 0.89212772343308344 0.76985004544258062 0.78925359551796148 1.6838051071390499 0.43938472773879755 0.50838012434544211 1.5121294527780431 0.6219826452434053 0.47971678688190955 5.0827886790502816 0.29493851400911797 0.46001145429909218 0.52275941520929325 0.35302652465179596 0.71805725991727243 1.5570230036973951 2.9410509292501965 0.30087232217192639 1.0945665957406161 4.9643651847727597 1.0976550208870319 3.02884288085618 1.0499124517664311 1.0798648069612808 3.3877431331202259 4.2622039122507074 1.3014598963782193 1.3762676450423894
leaf_count=254 63 44 84 10 40 110 7 6 223 20 12 1349 11 7 11 7 17 19 126 3 18 95 74 104 14 27 116 189 45 16
internal_value=0 -0.000969558 0.000105765 -0.00158766 0.000214506 0.000112251 -3.26442e-05 7.18349e-05 -0.000251777 -0.00036749 -0.000499686 -0.00212537 -0.000995425 -0.00159003 0.00113959 -0.000386201 2.37634e-05 -0.00129692 -0.00204627 -0.0001707 0.000175163 -0.000217644 -0.00203225 0.000462865 0.000240405 0.000591533 0.00155507 0.00149213 -0.000326114 -0.000988987
internal_weight=0 20.462 26.7877 11.5361 25.8273 24.9351 23.2513 22.4621 17.2377 16.7293 16.1074 8.08854 3.00575 2.71081 5.22435 15.6277 10.7765 4.8511 3.29408 8.92585 7.52732 6.43276 1.39853 9.26442 8.54636 7.49645 4.46761 4.70159 3.44758 2.67773
internal_count=3121 1926 1195 1692 1132 1048 938 898 691 685 665 1621 272 261 207 653 501 152 133 234 157 139 77 278 261 247 143 196 71 61
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=1 15 484 12 52 160 42 3 457 47 50 133 2 2 133 16 42 474 1 130 48 42 16 42 12 4 38 13 123 160
split_gain=7.65323 3.55322 2.3914 2.25736 2.10432 2.11683 2.07251 1.69919 1.52396 1.51702 1.45717 1.31953 1.34751 1.70109 1.67186 1.60465 1.59196 1.31468 1.27184 1.13403 1.42394 1.06172 1.22015 1.0404 1.02513 1.01083 1.00551 0.94361 0.9134 0.885246
threshold=0.104035 0.084050000000000014 -0.0068949999999999992 -0.064509999999999984 -0.15275999999999998 -0.091944999999999985 -1.0000000180025095e-35 0.16158000000000003 -0.0029299999999999994 0.085770000000000027 0.10965000000000001 0.10622000000000002 0.089775000000000008 0.084715000000000013 0.061605000000000007 -0.14322499999999996 0.084835000000000008 0.085860000000000006 0.080000000000000016 -1.0000000180025095e-35 0.12879500000000002 -0.025789999999999997 0.062650000000000025 -0.085499999999999979 0.079890000000000017 0.053180000000000012 0.10657000000000001 -0.28558999999999996 0.091310000000000016 -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 26 -4 -6 17 9 -8 10 19 12 13 14 15 -10 -14 28 -18 -5 21 -21 29 -11 -17 -24 -2 -3 -7 -23
right_child=3 27 4 7 5 6 8 -9 11 23 -12 -13 16 -15 -16 24 18 -19 -20 20 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017789436473432568 0.0017422021211377194 0.0015567953491466943 -0.0017120807780024543 0.0019225821039309987 -0.0015218325815264959 -0.0016970096343977416 -0.0012705972382675197 0.0014587184335781416 0.0018224918473575126 0.00081882602621622552 -0.0017840921139672674 -0.0016201309627074118 0.0013497957388379084 -0.0012273029080785043 0.0025945063511482046 0.00014653400199103871 -0.0013487338932525056 0.0016670789368999424 0.0012434212249253544 -0.0012100651015889148 -0.0015728007879355376 -0.00033017627277797605 -0.002033749631562819 -0.0010890785422555992 -0.001976973940431506 0.0011831361653939962 -0.00010227745391341076 -0.0017992772619925773 0.00082314322960182825 0.0014191377714486831
leaf_weight=5.265976343303918 5.079138949513438 0.31279872730374236 4.007220475934445 1.6834023790434063 4.1620818339288226 4.5298465592786696 2.3643065216019812 2.8731289207935324 1.3186985217034846 1.2410990176722405 1.1454101540148247 1.1756479991599906 8.0255031445994955 3.1081051863729954 1.1384450765326617 2.2254271730780593 1.7156115844845765 0.56309077329933632 1.1530352123081682 1.157763035967952 1.3796549215912808 1.3030357230454725 0.93652406986802794 6.4668437456712118 1.3191667171195147 0.57395682670176029 1.3664088957011697 12.586754513904451 0.59246672503650177 5.5123550025746093
leaf_count=314 210 3 235 43 189 217 66 83 12 11 21 21 74 92 28 31 51 10 19 11 11 18 48 119 54 8 17 1007 7 91
internal_value=0 -0.000840093 -0.00057469 0.000347105 -0.000405124 -0.000248279 -6.69329e-05 8.04787e-05 0.000182823 -0.000104561 0.000276732 0.00034507 0.000460567 -8.11676e-05 0.000512379 2.49748e-05 0.000913572 -0.0011012 -0.000306833 0.000464868 0.000238978 0.00050255 0.0007407 -0.000781876 -0.000643757 -0.000811388 0.00135119 -0.0017179 -0.00140552 0.00108469
internal_weight=0 55.5642 42.6646 30.7187 37.3987 33.3914 29.2294 24.2732 23.5439 21.4 13.6921 21.1796 20.004 9.10984 6.00174 4.86329 10.8941 5.6854 2.86865 12.5467 10.8633 9.48363 8.32587 7.70794 3.54459 1.51048 6.44555 12.8996 5.12231 6.81539
internal_count=3121 2430 1420 691 1106 871 682 464 448 381 251 382 361 217 125 97 144 234 70 230 187 176 165 130 85 56 227 1010 224 109
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=12 4 13 3 1 132 14 47 48 3 1 52 52 11 4 2 150 42 484 13 2 1 49 16 4 48 12 12 52 52
split_gain=5.72559 3.29964 2.32376 1.8698 1.79128 1.7694 1.68947 1.73049 1.77093 1.48927 1.37913 1.35855 1.31523 1.18056 1.17636 1.12846 1.06289 1.05837 1.03252 0.915091 0.801351 0.771526 0.762158 0.687218 1.08782 0.594114 0.976482 0.673572 0.518471 0.759182
threshold=0.079890000000000017 0.181285 -0.00051499999999999994 0.10732000000000001 1.0000000180025095e-35 0.087955000000000019 0.078400000000000011 0.079855000000000023 0.086665000000000006 -0.097604999999999983 0.13021500000000003 0.13796000000000003 -0.085984999999999992 0.080455000000000013 -0.014149999999999998 0.084145000000000011 0.081835000000000019 -1.0000000180025095e-35 -0.0068949999999999992 -0.023499999999999997 0.090675000000000019 0.10612500000000001 -0.006494999999999999 -0.16927999999999996 -0.0029599999999999995 0.11224000000000002 0.12069000000000002 0.095110000000000014 0.19022000000000003 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 3 4 9 14 12 7 -6 -9 13 23 25 21 15 -1 -2 18 -17 -14 -19 -18 -4 -20 24 -11 26 27 -3 29 -24
right_child=1 11 5 -5 6 -7 -8 8 -10 10 -12 -13 16 -15 -16 17 20 19 22 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00094430475776503559 -0.0020762434385327541 6.7523036981610235e-05 -0.0019999654557308092 0.00041053442021394415 0.001952564951665067 0.0019537531528809353 -0.0019009333461771801 -0.0013641735474928713 0.0015800908932594637 0.0017668607012768427 0.00051436730465932018 -0.0016817564084474163 -0.0018963522973998832 -0.0019070236882433196 -0.0020821456632801106 -0.0020383365064164595 -0.00035459665927543496 -0.00056650881158745194 -0.0016729669070586408 0.0011394526837614526 0.0011418242159623676 -0.0002328204434118867 -0.00010768807260729037 -0.001920722210123808 -0.0020500193030019618 -0.00061902158846069042 -0.00037899495708557411 0.001877198102739308 -0.0010051946156154916 0.001424524847205444
leaf_weight=0.8636181848123673 1.1739047435112313 1.1325997542589887 2.5540018202737036 2.5589335542172185 6.8494984805583918 1.4322822354733933 0.6518290042877205 1.5173210734501483 1.699326050467789 0.52574762236326933 1.0571089088916767 1.304230603855103 1.6206313520670033 2.4286881317384541 1.2099849483929563 0.81689134798943985 2.2221138663589945 2.1932783229276538 1.2248416189104379 2.8201096896082163 3.8146806191653013 1.5624776883050797 6.3328313296660621 16.380417450796816 0.6617673928849459 1.4534784294664858 1.8770861485972998 2.8074224693700671 1.7038914021104572 1.5867772437632082
leaf_count=11 54 33 81 19 300 25 12 22 40 5 20 34 38 125 51 71 22 35 21 34 56 26 89 1715 39 21 25 47 34 16
internal_value=0 -0.000906232 0.000181404 -0.0012104 0.000863565 -0.000181352 0.00118961 0.00138974 0.000191255 -0.00135824 -0.00168301 0.000179832 -0.000316532 -0.000716972 -0.000821684 -0.000304324 -9.12676e-05 5.24453e-05 -0.000421584 0.000393121 0.000590999 -0.00132922 -0.000201268 -0.00181524 -0.000360175 0.000513772 0.000796815 0.00135699 -1.39564e-05 0.000199307
internal_weight=0 39.1917 36.8461 30.6168 12.7916 24.0545 10.718 10.0661 3.21665 28.0579 18.625 8.57482 22.6222 9.43287 2.0736 7.00418 18.5058 5.83028 12.469 5.01339 6.03679 4.11648 10.8483 17.5679 1.18752 7.27059 5.81711 3.94002 9.6235 7.91961
internal_count=3121 2277 844 2117 436 408 374 362 62 2098 1779 160 383 319 62 194 276 140 198 69 78 107 160 1759 44 126 105 80 139 105
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=484 1213 1 475 403 150 160 52 133 14 48 42 13 454 133 13 39 123 4 4 0 15 160 1374 4 123 13 4 2 15
split_gain=1.6805 1.82799 1.51651 1.34229 1.15333 1.05986 1.04398 1.18797 1.15128 0.965131 1.02067 0.962733 0.951056 0.872328 0.813356 1.0043 1.00383 0.880169 0.920668 0.799907 1.05499 0.982221 1.17407 1.02879 0.768275 0.748337 0.687221 0.645713 0.634827 0.579179
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.11551000000000002 -0.086004999999999984 -0.083814999999999987 0.097210000000000005 -0.098904999999999979 -0.38533999999999996 -0.10298999999999998 0.083150000000000016 0.12737000000000001 -0.095284999999999995 -0.53104499999999988 -1.0000000180025095e-35 0.10622000000000002 -0.47860499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49013999999999996 -0.083854999999999985 -0.23091999999999999 -0.036009999999999993 -0.079279999999999975 -0.094929999999999987 -0.5956499999999999 0.087755000000000014 -0.099939999999999987 0.50500500000000004 0.14753000000000002 -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=5 3 4 -2 -3 25 24 -8 -9 10 11 -10 -13 -14 15 -15 -17 18 -18 -20 -21 23 -23 -22 -6 -1 -24 28 -4 -26
right_child=1 2 27 -5 6 -7 7 8 9 -11 -12 12 13 14 -16 16 17 -19 19 20 21 22 26 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0032718122939728324 0.0038110287763000092 -0.0031304983141092996 0.00049185175146484452 -0.0034250721786584955 0.004368330430901254 0.0019380956588842045 -0.0027027971482916691 -0.0031491531367765619 -0.0024390509139764027 -0.0034595179124447414 -0.0039131220198455538 -0.0029817693857402544 -0.0025722491208392644 0.0045263220465985394 -0.0023467486028269594 -0.0034978810297369516 -0.0021495276954182256 0.0036634093776273364 0.0027222500223893554 0.0029196071580651893 -0.0030062599384702562 0.0018388434803211454 0.0024770503471386175 0.0016001031375198677 0.003565741772270376 0.0034437250535514353 -0.003471331131571775 0.0035130465574649155 0.003557901016397092 -0.003094993002603747
leaf_weight=4.0595833542756727 0.33892235159873996 1.6812828630208994 6.3017780594527704 2.9382525775581589 0.19728000275790725 0.60071379621513177 1.7702226117253363 1.145850498462109 1.1413676845841276 0.74818814639001985 0.60013678530231018 0.75538444146515615 0.79781037010255573 1.045350315049318 0.77707460126839478 0.55654178094122286 1.0578024196438764 1.5612390171736468 3.1074907011352737 2.1216406114399691 0.64950424106791604 0.95444259303623935 0.26209874590861626 4.9922470471356339 0.16512403124943409 0.20670823426917184 1.8931382866573592 1.3048850884661076 0.91695570852607478 2.4623645094689008
leaf_count=478 4 317 160 469 2 16 240 162 54 21 15 8 31 7 39 14 29 93 52 38 12 61 6 149 7 9 154 143 60 271
internal_value=0 -0.000207106 5.91093e-07 -0.00267672 -0.000358797 -0.00234356 -0.000196779 1.96863e-05 0.000219104 0.000386753 0.000515955 0.000638597 0.000809685 0.000954504 0.00110276 0.00125003 0.0010504 0.00120289 0.000947448 0.00118177 0.000741509 0.000213465 -0.00134014 0.0010698 -0.0021844 -0.00294643 -0.00274795 0.00128421 0.000881315 -0.0026764
internal_weight=0 42.2444 38.9672 3.27717 30.4436 4.86701 28.7623 25.9375 24.1673 23.0215 22.2733 21.6731 20.5318 19.7764 18.9786 18.2015 17.1561 16.5996 15.0384 13.9806 10.8731 8.75143 3.10968 5.64175 2.82477 4.26629 2.15524 8.52362 7.21873 2.62749
internal_count=3121 2618 2145 473 1782 503 1465 1185 945 783 762 747 693 685 654 615 608 594 501 472 420 382 221 161 280 487 160 363 220 278
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=1 484 42 42 43 12 3 1374 45 14 39 157 13 47 50 4 151 49 42 2 3 12 48 160 43 52 3 128 376 475
split_gain=1.50295 1.052 1.03411 0.972502 1.2887 0.908866 0.983187 0.889304 0.842849 0.950243 0.803895 0.798262 0.781279 0.724689 1.24924 1.05671 0.922749 0.750233 0.782852 0.794168 1.39055 0.733616 0.897169 0.682085 0.71063 0.69967 1.41669 0.64431 0.629728 0.653067
threshold=0.091615000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086665000000000006 -0.15582499999999996 -0.064509999999999984 0.31299000000000005 -0.094929999999999987 -0.080359999999999987 0.062655000000000016 0.15619500000000003 -0.084489999999999996 -0.53104499999999988 0.13148500000000005 0.11392500000000001 -0.033174999999999989 -0.40381499999999992 0.10595500000000001 0.097640000000000018 0.090790000000000023 0.11924500000000002 -1.0000000180025095e-35 0.085325000000000012 -0.091944999999999985 -0.15879999999999997 -0.087769999999999987 -0.10831999999999999 0.09258000000000001 0.091135000000000008 -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=1 -1 28 7 -5 27 8 -4 -7 10 13 -9 -13 14 15 -10 -17 18 19 21 -21 -18 -23 24 -14 26 -25 -2 29 -3
right_child=5 2 3 4 -6 6 -8 11 9 -11 -12 12 23 -15 -16 16 17 -19 -20 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033384570636247638 0.0019485927838728925 0.00083663210307401918 -0.0038381951918969471 0.0008740072156753774 -0.0032036995125130211 0.0039484982715654992 0.0033738520429361161 -0.0034064852208288148 -0.0021241106022439984 -0.0045668910170342794 0.0035916324875745012 -0.0030514609168259686 0.004148426002939621 -0.0021291133606219106 -0.0034318007332291259 -0.0034700136533332548 -0.0042981527436022115 0.0037081894563016637 0.0032123363537202246 0.0024319414054063352 -0.0016131791983825178 0.00040347377339217236 -0.0036944782770047422 0.001690163167860876 -0.0033997249436633972 0.0014739394326232209 -0.0035300699290412765 -0.0031276867961016804 0.0016835595288615284 -0.0033626991963406436
leaf_weight=1.9214924369007373 3.8219459634274271 0.46364814881235439 0.60571605316363175 1.2456196702551126 2.5546806771308148 0.49791212566197884 0.83626527618616719 0.6104061561636599 1.8763153860345614 0.5689672997687002 0.56920107267796893 0.64416136965155324 0.16454041004180908 2.221616191789507 1.1312178308144201 0.59001478645951522 0.55152770504356485 0.85397874657064754 1.0330528314225382 3.0359519138000906 1.3161805439740417 3.5277826767414471 0.69011033093556751 1.2645221245475116 0.74442713451571485 6.8867916320450675 1.01050378894433 0.29068547766655672 0.37845480814576138 2.9197799556423005
leaf_count=399 281 24 29 35 552 8 64 54 227 14 25 7 1 44 77 15 6 13 25 98 24 111 12 23 65 164 67 8 6 643
internal_value=0 -0.00101804 -0.000789315 -0.000419101 -0.00186715 0.000186867 -0.000112082 4.21354e-05 -0.000269967 -0.000386879 -0.000250171 0.000249668 0.000457951 -0.000380121 -0.000114096 0.000164425 0.000534643 0.000749276 0.000500438 0.000193305 0.00120861 -0.000733167 -0.000267012 0.000682424 -0.00203337 0.000951865 -0.00062852 0.0015898 -0.00233747 -0.00278724
internal_weight=0 21.4147 19.4933 15.7314 3.8003 23.4127 19.3001 11.9311 18.4638 17.9659 17.397 11.3254 10.7149 16.8277 14.6061 13.4749 11.5986 11.0086 10.1546 9.12155 4.35213 4.76942 4.21789 10.0708 0.908968 9.16182 2.27503 4.11263 3.76188 3.38343
internal_count=3121 2069 1670 997 587 1052 763 410 699 691 677 381 327 652 608 531 304 289 276 251 122 129 123 320 66 254 90 289 673 667
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=12 4 132 42 13 133 448 484 52 52 2 52 52 1213 133 3 2 13 2 1 1444 0 1446 51 52 457 150 52 484 12
split_gain=1.40763 1.22516 1.04237 1.03326 0.826282 1.27763 0.867275 0.818667 0.687862 0.894169 1.17208 0.889513 0.687144 0.655453 0.770891 0.944936 0.710232 0.865838 0.72037 0.884688 0.645148 0.642427 0.64501 0.639296 0.54624 0.630222 0.732356 0.795701 0.552532 0.48095
threshold=0.079890000000000017 0.181285 0.080640000000000017 -1.0000000180025095e-35 -0.0025349999999999995 -1.0000000180025095e-35 -0.081729999999999983 -1.0000000180025095e-35 -0.43320999999999993 -0.42635499999999998 0.083995000000000014 0.11434500000000002 0.13796000000000003 -0.082704999999999987 0.10622000000000002 0.10732000000000001 0.084055000000000005 -0.023499999999999997 0.10060500000000001 0.083345000000000016 -0.083144999999999983 -0.18901999999999997 0.089210000000000025 0.12547500000000003 -0.085984999999999992 -0.0029299999999999994 0.11740500000000002 -0.078224999999999975 -0.0068949999999999992 0.12069000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 -9 -10 23 13 29 -12 15 16 -15 18 19 -18 -13 -8 -23 -11 -6 -26 27 -27 -29 -3
right_child=1 12 -4 7 24 6 21 8 9 10 11 20 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0032445868312991032 -0.00379192471442722 0.0016962397508964561 0.0027151325862331079 -0.003772809061868648 -0.0021373837770977417 -0.0038801005649996777 -0.0018541558213758232 -0.0038199157979980163 0.0063441036281589487 -0.0036593890757117323 -0.0038272787498763515 0.0039126315084101132 -0.0029012222940060528 0.0065876902594755047 -0.0033198547760423325 0.0045610637406184986 -0.0039766495557579246 0.0021184067908530425 0.0028396296752683983 0.0026372925838153475 -0.0039852142271308393 0.0032128123875634 -0.002648356387227397 0.002699791553054972 -0.0025248161029426675 0.0034956023239037797 0.0028865527976236044 -0.0032941619233886055 -0.00021334092676907846 -0.00084881291179711731
leaf_weight=0.77643013233318914 2.6233304056804654 3.2841198765672734 2.1166057223454109 1.52815452590585 2.3612926963251111 0.33450643159449089 0.45607426343485702 0.99145711096934874 0.25240602786652466 2.145965301664543 0.43444793485104849 0.16576715908013273 0.76373119722120453 0.2536859996616857 0.53785086516290892 1.022714717313647 1.306195538025346 1.714552372228358 0.43089298508130003 0.35638888366520394 1.0514936705585567 3.7415755533147665 0.27934997715055931 0.24372378736734379 1.4033742863684935 0.73725907783955413 1.1841568951494998 0.89805980771780181 7.8572391411289413 1.4963708408176897
leaf_count=58 695 98 99 349 107 4 11 185 3 281 90 7 34 2 77 9 193 46 24 5 142 282 8 9 30 13 28 37 167 28
internal_value=0 -0.00111934 0.000231903 -0.00166988 -3.05135e-05 0.00118441 0.00189912 -0.00122223 -0.000864897 -0.000569441 -0.000750016 -7.28545e-06 0.000376024 0.000576028 0.000916283 0.0013644 0.000559498 0.000157907 -0.00144774 -0.0025589 -0.00290968 0.00233092 0.00280561 -0.00301082 -0.000500616 -0.000180677 0.000127443 -0.000216745 -0.000529351 0.000899597
internal_weight=0 20.6032 22.1459 15.059 20.0293 5.58794 4.81151 12.4357 10.9075 9.91609 9.66368 7.27399 5.54422 6.05673 5.62228 5.08443 4.06172 3.80803 2.09348 1.66258 1.21726 4.477 4.02093 2.38969 14.4414 12.0801 10.6767 9.49256 8.7553 4.78049
internal_count=3121 2277 844 2117 745 363 305 1422 1073 888 885 595 160 446 356 279 270 268 222 198 149 301 290 290 382 275 245 217 204 126
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=1 0 31 14 47 4 50 1373 128 1374 3 156 131 34 1 43 484 16 12 133 2 2 3 39 48 150 0 43 3 3
split_gain=1.3039 1.49655 0.960556 0.909238 1.10444 1.31737 1.10755 1.10277 1.02033 1.00666 0.790779 0.743632 0.648319 0.780329 0.625109 1.0604 0.68236 0.678238 0.608839 0.597535 0.512023 0.939114 0.478897 0.526233 0.472948 0.642107 0.661959 0.470059 0.813255 0.51297
threshold=0.077565000000000009 -0.059114999999999994 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.17966999999999997 0.082190000000000013 0.099250000000000019 0.086435000000000012 -0.094929999999999987 0.11296500000000002 0.11896500000000002 0.087705000000000019 -0.021334999999999996 0.14000500000000002 -0.074359999999999996 -1.0000000180025095e-35 -0.53943499999999989 -1.0000000180025095e-35 0.10622000000000002 0.084055000000000005 0.083995000000000014 0.30112000000000005 0.085855000000000015 0.086260000000000017 0.091355000000000006 -0.15350499999999997 -0.077044999999999988 -0.10519499999999998 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 7 8 9 -7 20 12 13 -11 15 16 -6 -17 -14 -3 21 -1 23 -8 -15 26 -26 28 -18 -30
right_child=2 19 3 -5 14 6 22 -9 -10 11 -12 -13 18 24 -16 17 27 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0026247746554275077 0.0033985567845293452 0.00024752246800025315 -0.0028030283628542453 -0.0024038576521281437 -0.0032881136688818519 -0.0011293039092134948 -0.0027008483804909006 -0.0034494686035714942 -0.0025493490945412327 -0.00092375340567046416 0.00044709136976478497 -0.0019895450576964124 0.0032148494209647549 0.0028741029751814026 0.0012769637084487911 0.00073983836416736525 0.0026866972596607057 -0.0026562596652616728 -0.002244475818332055 -0.0025301471046395704 -0.0032097523389969886 0.0042553904958644133 0.003319162909370389 0.0033924970015935768 -0.0031404081631037539 0.0029850912431396981 0.0016565981998049905 0.0035911956816451198 -0.0034271273788314691 0.00082644154639612379
leaf_weight=0.70766341174021175 0.83791926782578485 5.8128858082927763 1.0949363242834902 1.5680947392247606 0.45001438679173622 1.3321916167624319 1.4524193669203658 0.51650134753435928 0.66661084466613907 0.74330430431291183 0.91628408059477795 0.50220343656838018 0.30056170560419559 6.8962682762648804 1.2246040245518086 0.70186460390686933 0.80652339570224341 3.8508693326730268 0.65705081354826766 0.90334533597342659 4.3997762823710218 0.27933767158538103 0.18331738654524077 0.15871751029044379 0.51104752160608768 1.0660415545571593 0.67264660028740786 0.53855501837097075 0.62303008046001229 0.52945603663101737
leaf_count=128 86 132 125 78 45 22 242 12 24 25 9 7 44 309 27 19 11 152 74 44 1313 10 8 7 11 32 47 12 51 15
internal_value=0 -0.00116965 4.81775e-05 -5.56183e-05 8.89046e-05 0.000566285 0.000801882 0.00110588 0.00128215 0.00148356 -0.00228164 0.00179027 0.00196527 0.00220699 -0.000827775 -0.00117142 0.000313343 -0.00213271 -0.000530981 -0.000126079 -0.00274579 -0.000677574 -0.00154691 -0.00210058 0.00246143 0.00119642 -0.000414459 0.000962258 0.000239532 -0.00147302
internal_weight=0 13.0193 27.8847 27.0468 25.4787 16.7538 15.6589 13.8644 13.3479 12.6813 6.30306 11.3491 10.8469 9.88931 8.72492 7.50031 2.94758 4.55273 0.957613 6.71623 5.38678 0.987001 1.79445 1.61114 9.146 2.24974 1.18369 2.49756 1.95901 1.15249
internal_count=3121 1636 1485 1399 1321 989 864 607 595 571 1460 549 542 424 332 305 134 171 118 176 1451 138 257 249 399 90 58 89 77 66
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=1213 484 160 1 475 133 128 48 52 150 14 1373 38 133 454 474 2 1374 0 0 4 16 13 42 48 40 123 49 13 0
split_gain=1.19437 1.36989 1.2248 1.06469 0.988592 0.818699 0.872111 0.845474 0.857168 0.807136 0.705122 0.743361 0.702041 0.730568 0.737563 0.770894 0.866577 0.656273 0.794155 0.86021 1.60568 0.69195 0.789672 0.651047 0.579956 0.556357 0.535986 0.514609 0.837376 0.495902
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 0.11551000000000002 -0.086004999999999984 0.10622000000000002 0.085400000000000018 0.12737000000000001 -0.38533999999999996 0.097210000000000005 0.080160000000000023 0.099250000000000019 1.0000000180025095e-35 -0.10066499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098260000000000014 -0.094929999999999987 -0.10607499999999999 -0.074479999999999977 -0.27825499999999997 -0.056919999999999991 -0.084319999999999992 -1.0000000180025095e-35 0.10327000000000001 0.14601000000000003 0.087755000000000014 -0.12164499999999999 0.097995000000000013 -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=4 9 -3 5 -1 6 7 8 24 26 11 12 13 -10 -15 -16 17 -17 -19 21 -21 22 -20 -24 -4 -7 -2 -18 -29 -5
right_child=1 2 3 29 -6 25 -8 -9 10 -11 -12 -13 -14 14 15 16 27 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036176922026068038 -0.0030997177246319093 -0.0027405533245569804 -0.0034393644166767949 -0.0022416918085222705 -0.0032919641461447266 -0.003144952249312116 -0.0035570901300905791 -0.0037173961901103246 -0.0024111932137334392 0.0016918551234918707 -0.0030731515786968653 -0.0035788037755605756 -0.0022708017330974823 -0.0025059577226944261 -0.0042756713885053269 -0.002231008303328817 -0.00058507575637113435 0.0021559077759438199 -0.0037534109569587848 -0.0012147798085575595 0.0032641504040652187 -0.0034164462420973032 -0.0033643163165303627 0.0031383966796805678 0.0024847618748492415 0.0039377342535383136 0.0032788564563272331 0.00330423150322986 -1.2685533302722029e-05 0.0015397922712668769
leaf_weight=0.26021482795476947 2.9765465232776478 1.7033443608088408 1.0666183478897533 0.41482116049155582 2.2554408195428541 1.410344018251634 0.74787999654654314 0.62517139222472806 0.77165469294415601 0.53152226540260006 0.6316141365095963 0.48327277204953034 0.89047961751930316 0.6766820349730861 0.29837392806078611 0.85205954918641147 0.65200366964563716 3.3603896307759236 0.41666488687044889 1.6915583459194752 1.9316102981100369 1.0770352431572972 0.22146503208207224 0.80050674092487861 0.22556371893733729 0.13710636692121614 0.1562175266444682 3.9486192490439853 1.0954596318770198 6.7286634659394613
leaf_count=4 460 214 204 8 487 258 94 25 135 16 26 15 25 32 14 38 21 61 46 40 70 152 107 25 8 2 9 155 23 347
internal_value=0 -0.00018606 3.10258e-05 0.000182554 -0.00257724 -0.00015589 6.78021e-06 0.000129512 0.000243537 -0.00213274 0.000416406 0.000531394 0.000637703 0.000783255 0.000928065 0.00107023 0.00116962 0.000591 0.000844128 0.000126062 0.00117306 -0.00138186 0.000141325 0.00172923 -0.00240525 -0.00251742 -0.00278165 0.00222114 0.00258387 0.0013202
internal_weight=0 36.5232 32.859 31.1556 2.51566 24.0121 22.4647 21.7168 21.0916 3.66429 19.7994 19.1678 18.6846 17.7941 17.0224 16.3457 16.0474 10.3513 9.49923 6.13884 3.62317 2.51567 1.43864 1.02197 1.29218 1.54745 3.13276 5.69608 5.04408 7.14348
internal_count=3121 2630 2145 1931 491 1576 1316 1222 1197 485 985 959 944 919 784 752 738 539 501 440 110 330 178 132 212 260 469 199 178 355
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=1 15 12 484 3 49 0 3 11 50 4 47 38 376 48 2 455 51 51 16 16 3 1 13 43 43 45 160 42 16
split_gain=3.7889 1.73681 1.66807 1.20612 1.16939 1.76307 1.21507 1.15153 1.08656 1.07825 1.30118 1.56478 1.01733 1.01439 0.992106 1.01075 0.8322 0.76703 1.05635 0.928587 1.23198 1.05329 0.756586 0.711693 0.695301 0.669428 0.667245 0.648598 0.707865 0.786814
threshold=0.099195000000000019 0.084050000000000014 -0.064509999999999984 -0.0068949999999999992 -0.12018999999999998 0.006170000000000001 -0.23091999999999999 0.16158000000000003 0.080320000000000016 0.11534500000000002 -0.17966999999999997 0.087885000000000019 0.10657000000000001 0.049360000000000008 0.12879500000000002 0.11474000000000002 -1.0000000180025095e-35 0.087505000000000013 0.045645000000000005 -0.084119999999999986 -0.082179999999999989 0.10732000000000001 0.077845000000000011 -0.28558999999999996 -0.51144999999999985 -0.074359999999999996 0.13474500000000003 -0.079009999999999983 -1.0000000180025095e-35 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 6 -6 9 22 10 -4 14 -2 17 15 27 -3 18 19 -8 -21 -22 -5 -18 -25 -13 -11 -12 -29 -30
right_child=2 16 7 4 5 -7 13 -9 -10 26 11 25 -14 -15 -16 -17 23 -19 -20 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0020211792902538077 0.0020846267448114621 0.0029836039568760684 -0.0023968073153641345 0.00024060658512249124 0.0017580945369759689 -0.0020748876725860902 -0.0023642586345486668 0.0016552466304567131 -0.0014892193126277912 -0.0024179828109258963 -0.00096559227263755926 0.00012881654268011948 -0.00044981382977422857 0.00098782427806856101 -0.0011384896837159011 0.0022787334784721454 0.0016076712457376756 -0.0022760344893093662 0.0013538928256483179 0.0041732524377229799 -0.0012364622930124962 0.00082184278354075499 0.0020957440020722418 0.00038207230191502955 -0.0023291922829689086 -0.0014718582856836969 0.00023387225711834876 -0.00089354523637240183 -9.039611437410385e-05 0.0019231599889783448
leaf_weight=2.7546840058639672 3.6847392055206027 0.18055811524391163 1.0554322060197687 3.2373140039853778 1.2871877960860789 3.9246475538238874 1.7142326105386025 2.034245145507156 1.2382967714220283 1.6058158767409616 1.203693255782136 2.4234077124856412 1.0578633267432449 1.888937760144471 1.2835240811109532 2.3738315408118069 0.27729969844222058 1.6016108780167986 1.2803784832358349 0.2818879773840316 4.8557870779186416 1.7570135593414304 1.7616685498505829 0.53278198745101679 6.2369740325957528 3.0779607100412241 0.71013487316668022 0.96335438918323202 1.5059389248490394 3.040178045164768
leaf_count=304 240 1 81 38 11 383 115 83 40 53 25 56 18 34 18 81 3 61 13 6 266 16 27 19 968 57 8 15 26 55
internal_value=0 -0.000851521 0.000297603 -0.000591056 -0.000432389 -0.000718741 -0.000355859 2.52943e-05 0.00042115 -0.000147011 5.24463e-05 0.000215314 0.00151931 -0.000559229 0.000736278 0.00100109 -0.00184556 -0.000813542 -0.000576685 -0.000863814 -0.000490757 -0.000689573 0.000894367 -0.0019693 -0.00211581 -0.000766745 -0.00160485 0.0005493 0.000880269 0.00125615
internal_weight=0 34.8113 26.0201 27.5836 24.829 18.5917 14.667 21.2775 6.23728 19.2433 16.9273 15.8719 4.7426 13.3798 10.3705 9.087 7.22761 11.4909 9.8893 8.60892 6.89469 6.6128 4.99898 7.04706 6.76976 5.50137 2.31595 6.71316 5.50947 4.54612
internal_count=3121 2305 816 1314 1010 905 522 558 105 475 414 333 258 511 220 202 991 477 416 403 288 282 65 990 987 113 61 121 96 81
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 43 132 151 38 124 160 16 12 42 15 4 12 52 160 4 1 12 48 1 16 15 2 0 15 16
split_gain=1.19067 0.984639 0.865774 0.939653 1.08614 0.865492 0.79801 0.768122 0.685575 0.668211 0.666958 0.740793 0.725604 0.749949 0.564738 0.55804 0.557168 0.548037 0.51716 0.636366 0.621315 0.507655 0.624221 0.495353 0.4908 1.12939 0.706281 0.64369 0.581589 0.517237
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.23229999999999998 0.081465000000000024 -0.27559499999999998 1.0000000180025095e-35 -0.043384999999999993 -0.090969999999999981 0.22339500000000004 0.090455000000000021 0.084050000000000014 0.19724500000000003 0.24564500000000003 0.30702000000000007 -0.085984999999999992 0.092070000000000013 -0.080924999999999983 0.083135000000000014 -0.040564999999999997 -0.064549999999999982 0.13707500000000003 -0.010699999999999999 -0.074054999999999996 0.089885000000000007 -0.14226499999999997 -0.095869999999999983 -0.13088499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 15 4 5 -4 8 -2 9 -1 -7 12 13 18 -6 -3 -13 -11 19 -12 -21 -9 -23 -24 25 26 -19 -26 29 -28
right_child=7 2 3 -5 14 10 -8 21 -10 17 11 16 -14 -15 -16 -17 -18 24 -20 20 -22 22 23 -25 27 -27 28 -29 -30 -31
leaf_value=0.0015468758129031522 -0.0029461527561935033 -0.0035305616463171927 0.0028498839836538534 0.0027141596060470201 -0.0034476995467062448 -0.0034782245783612788 0.0023092833746528618 0.0033466769380490857 -0.0030765255462083443 -0.0021285716678419693 0.0036683985859062417 -0.0036794661631780381 0.0013309011979946452 -0.0034243468545261703 0.0024043571847588998 0.00062375468516877926 0.0018090406668335327 -0.0014913405131182593 -0.0026066100724622303 -0.0034820144822073707 0.0018808656140424759 0.0035452636951794551 -0.00017378083087419503 0.0030636501389836091 0.0037341680872976291 -0.0027982500073620614 0.0022487717345438985 7.1760387332388823e-05 0.0027383863125785019 -0.0026840554436593669
leaf_weight=2.4308136457111642 0.53994071576744307 2.4669362397398813 0.8044806690886589 0.80970002338290292 2.4654760264093052 0.98932698077987513 1.5513596013188351 1.1399658354930577 0.94067571801133532 1.8332082920242072 0.65244178101420414 1.1887714409967882 2.7153324077371508 1.0507566815940661 0.2076187697239219 0.44289338425733138 0.26214772462844838 1.4841681262478186 0.6173009305493905 0.47543151455465749 0.53110560425557196 0.8264465439133345 3.6587428378406903 0.64568499126471568 0.78030157368630204 1.896497882902622 0.43196549778803728 1.949684201739738 1.5908299367874903 0.57598492130637202
leaf_count=134 15 704 14 23 489 210 51 154 37 107 16 146 69 386 4 14 2 37 39 72 23 43 104 36 16 45 16 52 37 26
internal_value=0 -0.000619029 -0.00122078 -0.000838542 -0.00107906 -0.000528122 -8.9423e-06 0.000953878 -0.000267413 -6.37311e-05 -0.000848488 -0.000501288 2.37517e-05 -0.00104307 -0.00299317 -0.00289825 -0.00268782 -0.000435088 5.61585e-05 0.00104697 -0.000652257 0.00128968 0.000832666 0.000311849 -7.86348e-05 -0.000625234 0.000384115 0.00111857 0.00145519 -0.000570052
internal_weight=0 31.1452 15.6797 12.7699 11.9602 9.2871 15.4655 6.81078 13.9141 12.9735 8.48262 7.49329 6.04237 3.32704 2.67309 2.90983 1.45092 10.5426 2.27628 1.65898 1.00654 6.27084 5.13087 4.30443 8.70943 5.97945 4.08295 2.72999 2.59878 1.00795
internal_count=3121 2769 2211 1493 1470 977 558 352 507 470 963 753 605 536 493 718 148 336 150 111 95 337 183 140 229 161 116 68 79 42
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=484 1213 160 15 403 11 475 1374 139 156 150 14 13 1366 457 133 1455 1 1374 42 160 0 16 16 133 4 14 13 49 3
split_gain=1.06611 1.21751 1.04356 0.890476 0.863643 0.867236 0.860601 0.785035 0.763749 0.747446 0.698417 0.69073 0.652898 0.651886 0.598266 0.626865 0.649147 0.578694 0.642984 0.697578 0.673018 0.661614 0.868655 0.781805 0.984557 0.701941 0.556963 0.504161 0.514262 0.483286
threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.40698999999999991 -0.24436499999999997 -0.083259999999999987 0.08776500000000001 -0.086004999999999984 0.10637000000000001 -0.073429999999999981 0.10441500000000002 0.097210000000000005 0.080160000000000023 -0.53104499999999988 -1.0000000180025095e-35 0.5717850000000001 -0.25159999999999993 -1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -0.095284999999999995 -0.091944999999999985 -0.14116499999999996 0.0039400000000000008 -0.29154999999999992 0.076280000000000014 -0.51843499999999987 -0.46885499999999997 -0.075974999999999987 -0.24768999999999997 -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=10 6 -3 8 -5 7 -2 9 -4 11 -1 12 -6 -14 15 -15 -17 18 -18 -20 -21 -22 23 -23 -25 -24 -10 -19 -29 -26
right_child=1 2 3 4 5 -7 -8 -9 26 -11 -12 -13 13 14 -16 16 17 27 19 20 21 22 25 24 29 -27 -28 28 -30 -31
leaf_value=-0.002296886990832526 0.0029855396717190907 -0.0022022340289938802 -0.0025812752904556869 -0.0024958382991335645 -0.00193328982666458 -0.002158907536753856 -0.0027062977714103062 -0.002917742785065282 -0.00028917441270224077 -0.0025488061402573464 0.0012712538638265495 -0.0023904824061718078 -0.0021009494549763469 -0.0018883921257760086 -0.0027766523409526512 -0.0028323486063381101 -0.0032593724915252037 0.0026453794013153687 -0.0025639548869408491 -0.0028872247324718101 0.0024315353099080539 0.0018211395777744167 -0.00068398425292380072 -0.0027659861767577406 -0.0021273098655514447 0.0021144468724179134 0.0025588260810746428 -0.0021993825345989083 0.0012517207147347252 0.001973265910895135
leaf_weight=2.858771979459561 0.23194345086812984 1.5475775222294057 0.32525756116956506 1.0596297424053869 0.85098698548974638 1.280239475541747 1.9842080908128983 0.61313683120533724 0.69118043337948698 0.70359542837832023 0.5045347693376242 0.68254796881228585 0.6924598484766048 0.69096350332259149 0.38855647156014939 0.37224119296301594 0.35157987312417915 2.0709830529522151 0.52020543452820334 0.3792131721275166 1.8009915812872606 0.85358550492676677 0.92056967550888691 1.4623592597197195 0.31945584923960268 2.9341024142922834 2.4034847298171393 0.35876108705997456 5.710067135631105 0.75745487923268207
leaf_count=487 4 214 5 310 18 88 469 24 34 82 16 31 42 121 9 71 33 115 60 46 30 29 16 162 50 110 187 10 224 24
internal_value=0 -0.000109076 3.52138e-05 0.000153823 -2.40558e-05 8.19233e-05 -0.00211059 0.000204345 0.00149438 0.000288228 -0.00176162 0.00037848 0.000466653 0.000565874 0.000658713 0.000727157 0.000823229 0.000897025 0.000456686 0.000588019 0.000761939 0.000914872 0.000537985 -0.00049377 -0.00127194 0.00144613 0.00192274 0.0014542 0.00104771 0.000756867
internal_weight=0 32.9573 30.7412 29.1936 25.7737 24.7141 2.21615 23.4338 3.41992 22.8207 3.36331 22.1171 21.4345 20.5835 19.8911 19.5025 18.8116 18.4393 10.2995 9.94794 9.42773 9.04852 7.24753 3.39286 2.53927 3.85467 3.09467 8.13981 6.06883 1.07691
internal_count=3121 2618 2145 1931 1705 1395 473 1307 226 1283 503 1201 1170 1152 1110 1101 980 909 560 527 467 421 391 265 236 126 221 349 234 74
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1213 484 160 1 475 133 128 48 474 15 11 43 38 43 150 16 52 133 16 15 16 43 457 151 15 150 151 133 0 42
split_gain=0.952118 1.05675 0.900992 0.782387 0.770053 0.704883 0.724435 0.717819 0.695105 0.860289 0.621931 0.703017 0.682023 0.633002 0.609789 0.608267 0.536644 0.533594 0.662875 0.569952 0.725745 0.775674 0.78509 0.572602 0.482444 0.453012 0.452108 0.51473 0.547584 0.450642
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 0.11551000000000002 -0.086004999999999984 0.10622000000000002 0.085400000000000018 0.12737000000000001 -1.0000000180025095e-35 -0.24436499999999997 0.087925000000000017 -0.075574999999999989 0.084835000000000008 -0.00045499999999999995 0.094605000000000009 0.25084500000000004 -0.23798499999999997 0.093615000000000018 0.23311500000000004 0.084510000000000016 -0.0092699999999999987 0.08845500000000002 -0.0029299999999999994 0.084990000000000024 -0.095869999999999983 0.082565000000000013 0.12955000000000003 -0.37971999999999995 -0.18113999999999997 -0.39990999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 -1 6 7 8 -4 -10 11 16 13 -13 -2 -3 -11 18 19 20 21 22 -15 -21 -24 -26 27 -5 -29 -30
right_child=1 2 3 26 -6 -7 -8 -9 9 10 -12 12 -14 17 -16 -17 -18 -19 -20 23 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=0.0031836587172576767 -0.0023874109209408812 -0.0029098016898916812 -0.0034053649098389604 -0.0024982116638576318 -0.0028650222119127942 -0.0022200331329478738 -0.0031624973774318798 -0.0032972271296031067 0.0031311050729046783 -0.0020366699081508016 -0.0025487958941237052 -0.0025051596518154326 -0.0039158275788098223 -0.0020489040909331679 0.0011377930970189194 0.003559466876987319 0.0014435854637463131 0.0026889889516173021 -0.0023214842456104156 -0.0032695160737949559 0.0021326139752507857 -0.0026778686490806598 -0.0004139862719244551 0.0028304494156159948 0.00021033495200423497 0.0028354393738544985 -0.0014584415926057754 -0.00063680243554782611 -0.0012185423175975531 0.0021828262845845895
leaf_weight=0.21115612238645565 2.621752950479276 1.3128359655383999 0.46505864977372624 0.30417256709188212 1.8500850535929194 1.3532278534257773 0.62485417735297133 0.53809743630699713 0.92403674265371449 0.433575466624461 0.7312339615309601 0.84059210086708702 0.41663553530816066 0.90104700764642665 0.53141424432396878 0.14536421315278847 4.9974066783907078 0.72302747238427478 0.98009442188777107 0.68270085635595013 1.9395545774604457 0.82847513700835396 1.3057230091653931 0.17385678086429834 0.9564450616016823 1.5532791409641502 0.58510033064521838 0.9017641523387282 0.38106326013803471 4.4084680827800176
leaf_count=4 466 212 77 7 487 260 94 25 37 87 43 189 15 25 19 2 348 10 60 95 63 51 27 3 23 44 7 30 4 307
internal_value=0 -0.000142368 3.46485e-05 0.000154622 -0.00224539 -0.000123989 1.77214e-05 0.000120201 0.000217742 0.000309377 0.000160074 0.000278456 -0.000147936 -3.71352e-06 -0.0017933 -0.0022649 0.00116574 0.000205631 1.30009e-05 0.000287308 0.000552669 2.61073e-08 0.000470411 -0.0020314 0.00106537 0.00183502 0.00105935 0.00130506 0.00150833 0.00191221
internal_weight=0 32.5609 29.4077 27.9495 2.06124 21.3689 20.0157 19.3908 18.8527 18.3877 17.4636 16.7324 11.3014 10.8848 3.15317 1.4582 5.43098 10.0442 9.32118 8.34108 7.48452 5.54497 4.71649 0.856558 3.81545 2.50972 6.58057 5.99547 5.6913 4.78953
internal_count=3121 2630 2145 1931 491 1576 1316 1222 1197 1120 1083 1040 605 590 485 214 435 401 391 331 233 170 119 98 94 67 355 348 341 311
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 3 3 1446 2 124 38 16 39 11 1365 133 42 52 49 2 1 51 51 151 15 4 49 0 43 3 4 4 4 13
split_gain=2.48748 1.45896 1.5761 1.27628 1.28807 1.15895 1.35959 1.03833 1.38377 1.0295 0.947747 0.896845 0.910309 0.821703 0.782562 0.929896 1.06995 0.777716 0.93618 0.768873 0.657575 0.761541 0.595957 0.633455 0.749984 0.883555 0.487837 0.460078 1.33534 0.551808
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.091555000000000011 0.14753000000000002 -0.043384999999999993 0.10386000000000002 0.071345000000000006 0.16946000000000003 0.080455000000000013 0.084090000000000012 -0.25159999999999993 -0.11051499999999999 0.41580500000000004 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.08955500000000001 -0.096089999999999981 -0.083274999999999988 -0.053579999999999996 0.09173000000000002 -0.082254999999999981 -0.23051499999999997 -0.081374999999999989 0.086245000000000016 0.40945500000000007 -0.083854999999999985 -0.084134999999999988 -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=1 9 27 4 5 6 -2 10 20 14 11 -7 -13 19 15 16 -1 18 -4 26 21 -9 -20 -24 -25 -26 -14 28 -3 -29
right_child=3 2 17 -5 -6 7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 22 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.001660064399429878 0.0022109511939030291 -0.0016850194816731385 -0.0026387942926894168 -0.0026194452454677327 0.002291091105068845 -0.0026042183501349828 -0.0029647707019696099 -0.0023071670819146215 0.0030215857444307851 -0.0021764560569698206 -0.002601445240493533 -0.0021817134411941663 0.00050764024043544961 -0.0014973951576582871 0.0023103407188619974 0.002140962140348159 0.0014047251676935705 -0.0021823710080528975 -0.0015738688629317545 0.0010977170326649411 -0.0026071657776075893 0.0017294919811162634 0.002354454624003981 0.0019785801370676296 -0.0018462400988934172 0.00043366532934291781 -0.0021460176071175035 0.0029568069364794788 0.0041193637386963263 -0.0023635577552253142
leaf_weight=2.0990735711529882 2.7444422109983964 2.1134426505304877 0.91992278932593663 0.95519614173099299 1.9919146802276362 0.61527723423206282 0.36507889907807101 0.58919455902651019 0.42941676452755917 1.0102094367612151 0.71289914846420366 0.75826084986329512 0.97011202573776489 1.0368309291079629 1.2874362953007219 1.0371204651892183 1.1032782471738753 1.5296781435608853 1.2138135810382653 10.501154681434835 2.1691513853147617 0.59770100843161345 0.86698031704872747 1.0404311753809441 1.6851966748945395 3.0007126070559025 0.8045722609385848 0.1259880661964442 0.28563650883734482 7.0039972129743546
leaf_count=59 172 299 58 30 109 24 6 46 5 51 16 10 31 52 23 10 31 39 23 281 130 14 12 15 76 31 17 1 12 1438
internal_value=0 -0.000869635 -0.0012106 0.000237428 0.000349792 0.000176342 0.00160329 -5.49436e-05 -0.00123722 0.000162362 0.000235689 0.000373409 0.000503612 0.000656562 0.000589852 6.73766e-05 -0.000604179 -0.00052515 -0.000234673 0.000838488 -0.00178215 -0.000274372 4.86076e-05 0.000347301 4.34141e-05 -0.000386259 -0.000695424 -0.00194839 -0.000993944 -0.00226955
internal_weight=0 26.3229 19.7858 25.2412 24.286 22.2941 3.10952 19.1846 3.78546 6.53712 15.3991 14.6862 14.0709 13.3127 5.52691 4.23947 3.20235 10.2567 8.72706 12.2758 3.35605 1.1869 7.80713 6.59332 5.72634 4.68591 1.77468 9.52906 2.39908 7.12999
internal_count=3121 2178 2004 943 913 804 178 626 195 174 431 415 391 381 123 100 90 254 215 329 190 60 157 134 122 107 48 1750 311 1439
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 43 43 12 151 48 160 16 12 42 374 4 12 15 14 3 49 52 0 457 4 1 2 12 2 50
split_gain=0.950653 0.875319 0.689219 0.752185 0.93596 0.694673 0.645154 0.643657 0.633277 0.552907 0.548444 0.59751 0.548052 0.621409 0.532075 0.50833 0.454238 0.447602 0.434015 0.822173 0.561096 0.516826 0.499147 0.447903 0.416375 0.574993 0.408288 0.384768 0.40318 0.378718
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.23229999999999998 -0.04890499999999999 -0.040564999999999997 -0.24431999999999998 -0.064549999999999982 -0.090969999999999981 0.22339500000000004 0.090455000000000021 0.084050000000000014 1.0000000180025095e-35 0.24564500000000003 0.30702000000000007 0.19724500000000003 -0.22253999999999999 0.31299000000000005 0.10595500000000001 -0.092399999999999982 -0.23091999999999999 -0.0029299999999999994 -0.080924999999999983 0.083135000000000014 0.113445 0.098150000000000015 0.092755000000000018 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=1 6 15 4 5 -4 14 -2 -9 -10 -7 12 13 24 -1 -3 -13 -6 -8 20 21 -20 -23 -24 -12 -26 -11 28 -14 -28
right_child=7 2 3 -5 17 10 18 8 9 26 11 16 27 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 29 -29 -30 -31
leaf_value=0.0016310904010563112 0.0032490813981294621 -0.0034227434342051668 0.0025710612260417668 0.002440362118130421 -0.0033387370997201185 -0.0033692045249092764 -0.0031940679831135251 -0.0034451641855271433 0.0034360500548830928 -0.00060771929186758408 0.0017109467467659059 -0.0035323827952551952 0.00033200710193302208 -0.0033256853647598813 -0.0017593645719507116 0.00058856855798810931 0.0015409588775602678 0.0021056235053711903 -0.0032256875703841688 0.003402990063832656 0.0015953765085865075 0.0012557118506499325 -0.0035469700170095327 -0.00062866502166739058 -0.0033818129520007552 0.0013941068283471422 0.0024097118097635693 -0.00086094787382431199 0.0035096798675191207 -0.0014234821942761594
leaf_weight=3.4947702891658983 1.0513586055021731 2.0312756245257328 0.73351590614765605 0.73499126825481731 2.0915275039151324 0.8162969859549748 0.58364805812015852 0.42962347343564022 0.71587226586416353 2.3535767050925638 0.88826179387979243 1.0081997676752505 0.85040650668088369 0.87657066003885109 0.59415061539039005 0.4179005711339413 0.23963843286037434 0.17992302495986212 0.88264678511768302 0.63057943782769221 1.1987419971264897 1.3686102386563979 0.65697267511859259 4.7396503039635824 0.64102422655560098 0.4864338543266058 1.261570416158065 0.75367604242637742 0.90342238172888756 0.36447234451770771
leaf_count=171 155 704 14 23 489 210 27 14 43 50 20 146 30 386 20 14 2 4 76 48 31 23 17 145 106 24 80 18 21 10
internal_value=0 -0.000548287 -0.00114659 -0.000798644 -0.00102605 -0.000504713 2.9016e-05 0.000888288 0.000403998 0.000756185 -0.000806984 -0.000492355 -1.49865e-05 -0.000997518 0.00113843 -0.0027383 -0.00255808 -0.00290749 -0.000421872 -0.000251148 -0.000511611 -0.000841864 -0.000530852 -0.000983933 1.49254e-05 -0.00132128 0.000274118 0.00111832 0.00196887 0.00155051
internal_weight=0 27.8028 13.6531 11.2039 10.4689 8.19745 14.1498 6.17647 5.12512 4.69549 7.46393 6.64763 5.3998 2.89229 4.08892 2.44918 1.24784 2.27145 10.0608 9.4772 8.84662 7.64788 6.76523 5.39662 2.01572 1.12746 3.97962 2.5075 1.75383 1.62604
internal_count=3121 2769 2211 1493 1470 977 558 352 197 183 963 753 605 536 191 718 148 493 367 340 292 261 185 162 150 130 140 69 51 90
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=31 15 421 14 484 15 15 3 3 47 0 16 457 48 15 0 48 15 40 40 2 1 15 43 11 13 13 1 42 4
split_gain=0.891737 0.822502 0.688435 0.774606 0.662686 0.70232 0.643423 0.642345 0.590095 0.891803 0.755187 0.767431 0.710645 0.610078 0.625595 0.684837 0.570825 0.548665 0.648932 0.528468 0.592322 0.522271 0.739335 0.511426 0.673491 0.492214 0.515154 0.53246 0.508778 0.484609
threshold=-1.0000000180025095e-35 0.084050000000000014 -1.0000000180025095e-35 0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.18895499999999996 0.30112000000000005 -0.10519499999999998 0.085270000000000026 -0.13027499999999997 -0.070454999999999976 -0.0029299999999999994 0.13983000000000004 0.083935000000000023 -0.074479999999999977 -0.064549999999999982 1.0000000180025095e-35 -0.0095299999999999985 -0.074429999999999982 0.10252500000000002 0.11212500000000002 -0.095869999999999983 0.084740000000000024 0.080455000000000013 -0.28558999999999996 0.11596500000000001 0.11230000000000001 -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=-1 2 -2 4 17 -6 -7 8 9 16 11 12 -10 14 15 -12 -8 18 -4 -17 29 22 -14 24 -18 -3 27 -27 -28 -21
right_child=1 25 3 -5 5 6 7 -9 10 -11 13 -13 21 -15 -16 19 23 -19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.003042756898013527 0.0032200986665123278 0.0025664955242297536 0.0015183615101638085 -0.0029401081834838031 0.0014780884251597431 -0.0025182798268329142 0.0026766571355952814 0.0029034500104076029 -0.0026084284676432938 0.0028306069891852665 -0.0020996789242655749 0.0021666102975025606 -0.0011972539500847334 0.0026786827195505532 0.0035578867612273907 0.0012695789472651152 0.0011835673331551458 0.001753305339623515 -0.0026693910954231469 -0.0030260050240555701 -0.0029838018878380148 -0.0016385712446481434 0.0021913749815306344 -0.0020389021575198392 -0.0023651262003043893 -0.0029288241817470979 -0.0030982109253599142 0.00027182764994975616 0.0015449196466667744 0.00011816294978752451
leaf_weight=0.66113232902716745 0.48997061024420574 0.22664772905409369 0.35788496583700236 0.8073160209460174 2.4831776616629311 0.87439647910652141 0.58121597068384279 0.59261246677487989 0.80544808553531799 1.2350675375200806 3.6767523648450302 1.5164004815742558 0.78487548860721368 0.37345669255592007 0.23421994375530708 1.0954022528603671 1.8419051710516408 0.36848965159151692 1.8825702101457997 0.47087285807356272 0.9117255622986703 0.7731487932614981 1.5698016928508876 1.0483300602063534 0.56885651755146671 2.3434271526057273 0.2767427742946893 0.51528950175270427 0.62478281348012377 2.5877969381398684
leaf_count=86 20 6 16 42 185 62 25 54 23 23 582 59 27 12 12 45 50 13 348 37 113 18 43 13 79 952 45 19 29 83
internal_value=0 -0.00030217 -0.000129278 -0.000189081 -0.000105694 4.24858e-05 -0.000122996 -2.16587e-05 -0.000108006 0.000710635 -0.000399808 0.00044369 -0.00022055 -0.000891432 -0.00103996 -0.00116314 6.2588e-05 -0.00147027 -0.00200045 -0.000483397 -0.00096703 0.000394354 0.00106186 -0.000376643 0.000346198 -0.00151343 -0.00175935 -0.0023519 0.00011961 -0.000365872
internal_weight=0 31.9186 27.9317 27.4417 26.6344 24.0255 21.5423 20.6679 20.0753 5.27538 14.7999 5.44967 3.93327 9.35023 8.97677 8.74255 4.04031 2.60894 2.24046 5.0658 3.9704 3.12783 2.35468 3.45909 2.41076 3.98689 3.76024 2.85872 0.901526 3.05867
internal_count=3121 3035 1984 1964 1922 1545 1360 1298 1244 190 1054 170 111 884 872 860 167 377 364 278 233 88 70 142 129 1051 1045 971 74 120
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=1 15 47 12 50 4 50 51 43 3 12 3 1374 48 2 160 13 150 42 16 16 1 43 16 455 457 51 2 474 16
split_gain=2.83179 1.44166 1.30236 1.12758 1.20736 1.2153 1.0163 0.964058 0.837638 0.914525 0.990621 1.13463 0.859973 0.729459 1.00591 0.698341 0.620693 0.610214 0.577675 0.70499 0.569074 0.97224 0.848221 0.634237 0.562853 0.547777 0.978938 0.722701 0.689836 0.495383
threshold=0.098700000000000024 0.084050000000000014 0.086785000000000015 -0.040564999999999997 0.11720500000000002 -0.17966999999999997 0.07826000000000001 -0.10748999999999999 0.25787500000000008 0.10299500000000002 0.084100000000000022 -0.097604999999999983 -0.094929999999999987 0.12879500000000002 0.11474000000000002 0.032695000000000009 -0.28558999999999996 0.084120000000000014 0.086835000000000009 0.062650000000000025 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.5335399999999999 -1.0000000180025095e-35 -0.0029299999999999994 0.067785000000000012 0.10803500000000001 0.085165000000000018 -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=1 6 3 -2 5 -5 7 -1 9 10 12 17 -9 14 15 -7 -3 18 19 -12 21 22 -4 -24 -18 -14 27 28 29 -27
right_child=2 16 20 4 -6 13 -8 8 -10 -11 11 -13 25 -15 -16 -17 24 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0019474936434736578 0.0017942548039112534 0.0015292871384300121 0.00074958585435887075 -0.0017216615788216516 -0.002016384853902607 0.00018412632804397892 -0.0017312247935374605 -0.0016817795268694693 -0.0020668204435372404 0.0010927209211081936 -0.0016255999215877214 -0.0019227876679982347 -0.0011495933435126857 -0.0007480854041496571 0.0018988335559197184 0.0018812660446614314 0.0022362384862295121 0.0013041317223990935 -0.0020695080865000296 0.00078460400757516808 -0.001005656615285876 0.0017696728902820793 0.00020565213627012614 -0.0017951899086386075 -0.0017667647362198413 0.00038894321029923814 0.0017246806064535804 0.0013890154571771414 0.0013958087791773328 -0.00078388593344791988
leaf_weight=1.2339576692320502 2.4031607755459854 0.22785784490406502 1.5078312363475563 0.79785351641476054 0.71617705980315882 5.0275462679564935 2.0107473153620949 0.95394178526475926 0.84627836220897634 1.9405929534696031 0.68299094121904591 2.3813383805099733 0.98397785611450572 1.0916737103834737 2.5348033029586077 1.0528118377551434 0.12935900688171376 0.741637255065143 0.73361624963581551 1.2036114535294471 2.9735504924319676 0.94689678074792016 0.90094021987170014 1.5429994114674626 5.0298717468976966 1.9085340935271196 1.5295213046483684 1.2601798875257371 0.87618813756853331 4.0096257866826033
leaf_count=162 228 3 31 80 24 119 264 22 61 22 37 426 30 19 121 21 1 13 22 24 103 26 17 33 983 62 25 18 19 105
internal_value=0 -0.000647832 0.000261807 0.000616337 0.000364063 0.000526355 -0.000443558 -0.00032192 -0.000221886 -0.000140591 -0.000279215 -0.000922092 4.12312e-05 0.000711131 0.000896036 0.000477985 -0.00153123 -0.000213258 -0.000642747 -8.7942e-05 -0.000351759 4.51653e-05 -0.00036805 -0.00105759 -0.0016664 0.000196762 0.00033499 7.10932e-05 -0.000173348 -0.000405663
internal_weight=0 28.6838 21.4962 13.624 11.2209 10.5047 23.2967 21.286 20.052 19.2058 17.2652 5.74319 11.522 9.70684 8.61516 6.08036 5.38709 3.36186 2.62022 1.8866 7.87222 4.89867 3.95177 2.44394 5.15923 10.568 9.58405 8.05453 6.79435 5.91816
internal_count=3121 2299 822 612 384 360 1312 1048 886 825 803 522 281 280 261 140 987 96 83 61 210 107 81 50 984 259 229 204 186 167
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=1 3 3 52 1446 12 151 11 13 47 48 15 49 50 3 2 133 16 51 51 4 0 51 474 43 0 43 51 160 42
split_gain=4.25497 1.75721 1.80506 1.66932 1.44766 1.56584 1.26179 1.0281 1.00901 0.933313 1.30096 0.867384 0.914388 1.12748 0.988598 1.34946 0.848243 0.860695 0.823102 0.939308 0.773584 0.76206 0.721721 0.684244 0.650118 0.842027 0.919345 0.484402 0.44314 0.497553
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.40306999999999998 0.091555000000000011 -0.040564999999999997 -0.40381499999999992 0.080455000000000013 -0.11122999999999998 0.086785000000000015 0.11280000000000003 -0.47006499999999996 0.13984500000000002 0.11392500000000001 0.12178000000000001 0.090790000000000023 0.0068000000000000014 -0.0083599999999999976 0.08955500000000001 -0.096089999999999981 -0.013514999999999998 -0.11756999999999999 -0.42247999999999991 0.084660000000000027 -0.087324999999999986 -0.23051499999999997 0.13895500000000002 0.045645000000000005 -0.078059999999999977 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 22 5 9 -7 16 -8 -5 -11 -10 13 14 15 21 17 -1 19 -4 -17 -13 -2 24 -21 -26 27 -27 -23 -30
right_child=3 2 18 4 -6 6 8 -9 11 10 -12 12 -14 -15 -16 20 -18 -19 -20 23 -22 28 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00023966504971916982 0.00066634128952248583 -0.0015509756294825848 -0.0019885142552696564 0.0018848937435697814 -0.0019244795795490459 -0.0018971727103573191 0.00129560294152584 -0.0016235292919271958 0.0020024494152799653 -0.00089397197199867829 0.001994539418274534 -0.0022823867221105532 0.0013938341724441011 -0.0020413614652956026 -0.0013368338408332773 -0.00043704703442012352 -0.00098718767257071965 0.0014753770795861679 -0.0017072075952193732 0.0011245953485881895 0.0014880325990540633 -0.0012954371131268208 -0.0019851305150081337 0.0012622438914674295 0.0015193551383795439 -0.0017254974560688902 0.00037834132611937811 -0.0002220624237259506 -0.001203134936370633 0.00042770497900043779
leaf_weight=1.760009954683482 0.47680829511955414 11.86784066446126 1.0159287489950646 3.7207741229794982 0.95535037061199446 0.98657310195268166 3.0726594477892055 1.0853216256946323 0.82087331078947734 1.3056391803547742 0.98207624070346344 0.65295778959990247 1.5157150011509664 1.0546562769450236 1.7007565237581719 0.97443324420601118 1.2472505685873327 2.6141546145081551 1.6827341932803381 1.0152093935757855 3.2628392148762941 0.94599687587470249 1.6323337927460695 1.2075054626911876 0.65440317988395413 2.644897759892046 1.7486496479250488 1.0869274269789455 0.82173997070640847 3.7017399813048035
leaf_count=44 10 1750 58 245 29 18 95 51 25 21 30 6 23 55 22 27 40 39 39 11 79 32 123 19 8 68 36 15 8 95
internal_value=0 -0.000787739 -0.00103747 0.000237576 0.000366898 0.000452678 0.000192058 6.58635e-05 0.000303327 0.00129897 0.000346015 0.000106007 -3.93917e-07 -0.000161525 2.86191e-06 0.0002228 0.000392033 0.000785304 -0.000486274 -0.000267092 0.00104533 -0.000346462 -0.00138572 -5.78404e-05 -0.000280776 -0.000513339 -0.000756056 -0.00128761 -0.000115348 0.000131445
internal_weight=0 29.6308 22.9241 28.5839 26.4748 25.5194 19.5109 6.70674 18.5244 6.00849 2.28772 15.4517 14.6308 13.1151 12.0605 10.3597 5.62142 4.37416 11.0563 9.37352 4.23727 6.12243 2.10914 8.35759 7.15009 6.13488 5.48047 3.73183 5.46948 4.52348
internal_count=3121 2178 2004 943 810 781 485 174 467 296 51 372 347 324 269 247 123 83 254 215 106 141 133 157 138 127 119 83 135 103
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 52 42 3 52 43 50 52 47 2 48 1 14 16 16 4 42 160 16 0 15 15 4 52
split_gain=3.73673 2.62978 1.33335 1.30188 1.25219 1.7121 1.54836 1.0199 1.01788 0.895304 0.936086 0.771395 0.689239 0.648563 0.583216 0.693465 0.555432 0.859498 0.558771 0.52097 0.980789 0.640931 0.68342 0.52062 0.501752 1.28973 0.853283 0.88269 0.479158 0.478855
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.075730000000000006 -0.12005499999999998 -0.095284999999999995 0.20828500000000003 -0.085984999999999992 -0.50216499999999986 0.11875500000000001 -0.0092699999999999987 0.12282000000000001 0.113445 -0.064549999999999982 0.11230000000000001 0.077685000000000018 -0.16927999999999996 -0.29154999999999992 -0.083854999999999985 0.085505000000000012 0.09389500000000002 -0.008904999999999998 -0.090809999999999988 -0.074054999999999996 -0.095869999999999983 0.24564500000000003 -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 3 -2 8 28 6 7 -6 -1 10 23 -8 14 -11 15 16 -4 -18 -19 20 -13 22 -21 -5 26 -26 27 -12 -3 -10
right_child=2 4 12 9 5 -7 11 -9 29 13 24 19 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00073610110969903671 -0.0016488401453266671 -0.001935562351742637 0.0019745099323350179 -0.0019252921445395668 -0.0019337906793834257 0.0015530923084704257 0.00035032631771179262 0.00021325173686901559 0.001568329893236423 0.0019248887975664949 -0.00073518441027559881 -0.0019177856277258043 -0.00068145984899898161 -0.00015595988524407859 -0.00074889993721919442 0.0019022222348077892 -0.00050341287473587841 0.0019269049742852247 -0.00049787260513896813 0.00044019619587944728 0.00053596271780516195 -0.0018516177371820804 -0.0018937990151110969 0.0001242931885193189 0.0017704358868034314 -0.00062965216652545463 -0.0014371009222012808 0.00089548647829832697 -5.1792196036687841e-05 0.00043944682416026268
leaf_weight=1.4131734790280459 0.72959479875862498 4.5094757850747582 1.0310526918619869 2.0705644558183844 0.88753440836444486 1.0933816144242872 0.96709421928972439 5.3545293039642337 2.7606774801388383 0.95573440287262235 2.8324669543653718 1.0342975449748339 0.80506606213748533 1.1188265196979035 0.53946661390364159 3.2326095253229141 1.7324978178366985 1.3381620231084523 0.43280732631683339 0.9769385415129388 1.2238295897841478 6.7098505287431047 0.77353011141531169 0.53709821496158827 1.3043924160301688 1.8821820523589838 2.3876439509913325 1.9143062680959699 0.51802557287737716 2.4322186047211316
leaf_count=28 15 704 31 96 79 23 18 91 122 44 73 69 15 24 11 169 32 77 2 22 23 1087 81 10 17 40 40 23 14 41
internal_value=0 -0.000496099 0.000764152 -2.64451e-05 -0.000918116 -0.000700495 -0.000837938 -9.20278e-05 0.000659733 -0.000328577 -0.000510099 -0.00123638 0.000957367 0.000802671 0.0011162 0.00124574 0.000777743 0.00042554 0.00133431 -0.00137954 -0.000587936 -0.00159083 -0.000591194 -0.00150314 -0.000259201 0.0003528 -0.00053255 -7.7558e-05 -0.00174146 0.00103959
internal_weight=0 45.6578 9.84126 21.6093 24.0485 19.021 17.9276 6.24206 6.60607 15.0032 12.9287 11.6855 9.11166 2.07456 8.3066 7.76713 4.53452 3.50347 1.77097 10.7184 2.25813 8.46032 1.75047 2.60766 10.321 3.18657 7.13442 4.74677 5.0275 5.1929
internal_count=3121 2769 352 558 2211 1493 1470 170 191 367 299 1300 337 68 322 311 142 111 79 1282 92 1190 103 106 193 57 136 96 718 163
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 15 47 484 3 49 0 11 376 50 52 16 1 43 151 2 52 2 16 48 9 13 2 2 2 13 132 13 13 455
split_gain=5.23328 2.46226 1.64368 1.60378 1.53578 1.92173 1.54295 1.24324 1.17982 1.08372 1.17557 0.938642 1.52773 1.11164 0.901128 0.876772 1.014 0.968067 1.10434 0.845562 0.814116 0.992327 0.978172 0.784987 1.15095 1.41361 0.77705 0.849743 0.759535 0.738489
threshold=0.104035 0.084050000000000014 0.085770000000000027 -0.0068949999999999992 -0.116045 0.055245000000000009 -0.12333499999999999 0.081365000000000007 0.091135000000000008 0.11843500000000001 -0.28430999999999995 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 -0.40381499999999992 0.11448000000000001 0.13796000000000003 0.11215000000000001 -0.5315899999999999 0.086260000000000017 -1.0000000180025095e-35 -0.084034999999999985 -0.13033999999999998 0.10327000000000001 0.097845000000000015 -0.084319999999999992 0.080640000000000017 0.10443000000000001 -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=1 3 9 -1 7 6 19 26 20 10 -2 12 13 -4 -12 16 17 18 -16 -6 -8 23 -23 24 25 -22 27 -5 -3 -30
right_child=2 28 11 4 5 -7 8 -9 -10 -11 14 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.001275263069115948 -0.0011927311532662396 0.0011955705212901228 0.00073358455926766616 0.00079635380421922352 0.00088906316215382015 -0.0012835546340458465 0.0010378790201145036 -0.0009605609381799408 0.0012423186875707836 -0.00090611920383947399 -0.00086562484339718006 -0.00074029463548963906 0.0017120285663740661 -0.00075118646383126944 -0.00014158815546956967 0.001317538238705836 -0.00094744981788345817 -0.00038508544991911316 0.0013260089767082963 -0.00020833960690147052 -0.00090237127447595901 0.0015076911932705727 -0.0013129921153026899 -0.0014403389739689135 0.0016398894739153452 0.00188461900912813 0.0015360962049036245 -0.00055283602201823957 0.0017833561012783128 -0.0013652935845337763
leaf_weight=3.2902604737319079 0.64239762956276436 0.25959318503737439 1.708639491349458 2.804922234266999 3.2492326339706858 4.1604697881266466 0.55606548627839281 1.2016248865984378 0.73012027889490205 0.91144805587828237 0.64435432199388465 3.4803957622498256 1.1169586507603524 2.6575241778045897 1.3750737691298116 5.4515325017273417 0.81447063386440266 1.2902977084740994 4.5784892123192575 2.6123150531202555 1.9869156847707929 0.26733493059874103 4.9224198600277056 0.8592027281410991 0.76714071910828341 0.46277757314965695 1.4955578590743241 1.4659454668872056 0.15679796040058125 7.6041853469796461
leaf_count=314 47 3 29 35 51 378 16 59 6 21 10 92 22 41 25 220 15 21 148 35 118 11 318 16 8 9 22 24 1 1006
internal_value=0 -0.000512018 0.000333724 -0.000327624 -0.000214416 -0.000411774 -0.000190796 0.000368305 -0.00051897 0.000613737 0.000707358 -0.000156983 0.000213273 -0.000170141 0.000793595 0.000872731 0.000571815 0.000742636 0.000987043 0.000399984 -0.000649898 -0.000751186 -0.00116769 -0.000220875 0.000104839 -0.000375874 0.000645218 0.000333254 -0.00122085 -0.00130168
internal_weight=0 38.8529 24.6716 30.8323 27.542 20.574 16.4135 6.96805 10.552 15.7081 14.7966 8.96352 5.48312 4.36616 14.1542 13.5099 8.05833 7.24386 5.95356 5.86155 9.82186 9.26579 5.18975 4.07604 3.21683 2.44969 5.76643 4.27087 8.02058 7.76098
internal_count=3121 2430 691 1420 1106 966 588 140 502 507 486 184 92 70 439 429 209 194 173 86 496 480 329 151 135 127 81 59 1010 1007
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=1 12 15 484 3 3 49 0 484 52 38 376 47 151 15 11 4 457 52 52 52 52 3 2 1 52 12 3 2 12
split_gain=4.05956 1.80302 1.79188 1.22668 1.2031 1.18804 1.58595 1.1099 1.04186 1.13768 0.925056 0.87466 0.8338 0.968323 0.999264 0.786379 0.772183 0.834887 0.912887 1.5939 0.930154 1.2489 1.44461 0.649885 0.634216 0.633815 0.613957 0.70687 0.778475 0.918647
threshold=0.098700000000000024 -0.064509999999999984 0.084050000000000014 -0.0068949999999999992 0.16158000000000003 -0.12018999999999998 0.055245000000000009 -0.23091999999999999 -1.0000000180025095e-35 -0.43320999999999993 0.10657000000000001 0.089985000000000023 0.13148500000000005 -0.24462999999999999 0.035560000000000008 0.079915000000000014 -0.49405499999999997 -0.0029299999999999994 -0.080979999999999983 -0.088204999999999992 0.0031350000000000002 0.11434500000000002 -0.084074999999999997 0.097070000000000004 0.077845000000000011 0.13796000000000003 0.12477500000000001 0.11924500000000002 0.099515000000000006 0.10312500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 7 -7 -3 -10 -2 16 13 -11 25 24 -9 -18 19 23 -20 22 -22 -19 -5 26 27 28 29 -15
right_child=1 4 -4 5 -6 6 -8 11 9 12 -12 -13 -14 14 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013997323276325579 0.0014290846608100752 -0.0010953467455492045 -0.0013148012869011569 0.00021179127173725229 0.0011638955745107787 0.0011631271017871849 -0.001443681721399569 -0.0016641503538899842 -0.0015756638985625375 -0.0013141703020997575 -0.00029323537872912953 0.0012235934384531842 -0.00071545485501443872 -7.9055253109438175e-05 -0.0006034651974659651 -0.00075388469375008713 -0.0014526730424169899 -0.0011990028659343576 -0.0011348053122729321 0.0016125592791742379 -0.0015958259605758456 -0.0014643341653410096 0.0015116472705224552 0.00066806136849482749 0.00144929255028905 -0.00048753297326204208 -0.00031261374386162149 -9.6272198090140634e-05 0.0016536750036939257 0.0015943980078212149
leaf_weight=2.7216602764092412 3.8106912500225034 2.1983956145122745 6.654601235408335 3.1654517422430244 2.0272897030226877 1.1844005491584599 3.4589220611378542 1.2376380874775392 0.98243769165129435 0.83886739052833093 0.93236807174980629 0.74740921705961305 2.3007431710138908 1.997689926531143 1.9700678582303215 1.3249436812475321 1.4877631501294732 1.2096630218438806 3.2308825915679131 1.5299165244214243 0.4730399842374039 0.87078671995550383 1.4953124239109445 0.71107021952047933 1.4507248173467813 1.1397360814735282 1.1637943843379615 1.4236249113455413 3.2035134821198881 1.3012455161660907
leaf_count=304 240 70 987 38 83 13 366 41 106 15 18 7 32 30 47 42 98 57 131 27 59 51 25 29 24 24 24 20 92 21
internal_value=0 0.000229193 -0.000596331 -0.000414536 3.03693e-05 -0.000300812 -0.000502734 -0.000273174 -9.37113e-05 4.12004e-05 0.00109052 -0.000404098 0.000144756 0.000296546 0.000407302 0.000298611 -0.000503441 -0.000372946 -0.000204221 0.000432304 -0.000566069 8.11417e-05 0.000764851 -0.000507801 0.000600701 0.00060196 0.000738566 0.000892912 0.00110948 0.000581028
internal_weight=0 25.2905 32.9542 26.2996 20.5474 23.5779 17.6368 14.1779 18.5201 16.3217 4.74306 12.9935 15.3393 13.0385 12.1997 5.94112 12.2461 11.0084 9.52067 3.45065 6.07002 2.83914 1.96835 1.92073 4.61618 10.2296 9.08987 7.92607 6.50245 3.29894
internal_count=3121 822 2299 1312 564 1008 904 538 481 411 258 525 305 273 258 104 518 477 379 113 266 135 84 86 62 211 187 163 143 51
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 12 3 3 3 4 12 47 151 39 160 52 2 49 4 4 16 52 151 14 38 52 13 1 150 159 457 51 457 0
split_gain=5.05664 2.12513 1.738 1.97086 1.55253 1.19175 1.43278 1.36815 1.04994 0.984657 0.960721 1.14072 0.935369 1.00449 0.824898 1.28696 0.764616 0.756809 0.750203 0.891974 0.737665 0.686722 0.677918 0.612715 0.583896 0.571689 0.57224 0.536851 0.533269 0.506217
threshold=0.091615000000000016 -0.064509999999999984 -0.12018999999999998 0.0051600000000000005 0.16158000000000003 0.23246000000000003 0.051320000000000005 0.11842500000000002 -0.0077149999999999988 0.14059500000000003 -0.091944999999999985 -0.091869999999999993 0.10855000000000002 0.0034800000000000005 -0.083854999999999985 -0.084134999999999988 0.023255000000000001 -0.080114999999999978 -0.084129999999999996 -0.46885499999999997 0.10386000000000002 -0.080114999999999978 -0.15416999999999995 0.080000000000000016 0.12083000000000001 -0.47522499999999995 0.049680000000000009 -0.42597499999999994 -0.079829999999999984 -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 20 12 14 5 6 8 18 -3 25 -5 -12 13 23 15 16 -4 -13 -7 -20 28 -10 -16 -1 29 -8 27 -27 -2 -21
right_child=1 4 3 10 -6 7 9 -9 21 -11 11 17 -14 -15 22 -17 -18 -19 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0012992310569603189 -9.2079993138633964e-05 0.0013694632701192605 -0.0019009777913671739 -0.0019854471002677615 0.001470428730916971 -0.00066231851857340021 0.0013879726001495465 -0.0015899544702207798 -0.0012982825809744777 0.0019583859221658996 -0.0016771718720660815 0.0014100264565980473 0.0014965445689722311 0.0011439123218452815 0.0022786328718705324 0.0030153624372680839 -0.00011260926868078395 -0.00012165140226798032 -0.00076889018051175923 0.00085466668154853345 -0.00022170202128039417 0.00013050394526285919 -0.0017641882768204161 0.00016744414085952263 -0.00026025126895665293 -0.00024323848553104303 0.00093740536965411069 -0.0019472329102291326 0.0016986628062561709 0.0019926338281582826
leaf_weight=2.6175268511287895 0.66072273161262263 1.6376379886642096 1.6969095608219511 1.0609915363602338 2.34785446897149 1.4644820149987925 0.24733942374587403 1.1511302310973395 1.7616327493451533 0.32558967918157566 1.2896606670692561 1.5047709522768844 1.2425922863185404 1.2915652459487317 0.14704973995685833 0.30147986859083431 1.6493716458790002 4.5145231448113909 1.1036086548119763 3.7710237102583024 1.0553939659148452 3.5454744407907182 10.992897270712996 1.6090728333219884 1.0273651061579583 0.7675187275745009 0.31100354623049487 4.1142978356219757 4.8699246221221975 2.1458249576389816
leaf_count=75 15 28 272 30 87 24 4 21 42 12 42 17 11 27 1 12 31 60 17 55 19 55 1442 49 16 26 9 304 255 63
internal_value=0 0.000263253 -0.000803926 -0.00104751 2.0512e-05 -0.000125129 -0.000511973 0.000335979 6.02306e-05 -0.00120118 -0.000322219 -8.07795e-05 3.04241e-05 -0.00029972 -0.00145803 -0.000686024 -0.0010195 0.000261255 0.000569045 0.000793119 0.00121128 -0.000343765 -0.00171082 -0.000740866 0.00104136 -0.00139028 -0.00152261 -0.00167933 0.00148473 0.00126737
internal_weight=0 32.3078 29.9184 23.1577 25.7218 23.3739 12.7105 10.6634 6.94475 5.76575 8.36995 7.30895 6.76076 5.51816 14.7877 3.64776 3.34628 6.01929 9.5123 8.04782 6.58604 5.30711 11.1399 4.2266 6.94421 5.44016 5.19282 4.88182 5.53065 5.91685
internal_count=3121 1052 2069 1907 763 676 480 196 125 355 149 119 162 151 1758 315 303 77 175 151 289 97 1443 124 134 343 339 330 270 118
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 50 158 3 146 47 1425 15 48 49 3 50 150 42 42 123 1 151 43 0 12 49 2 2 159 50 43 0 1 0
split_gain=1.12982 0.736622 0.810308 0.717183 0.714051 0.80019 0.804868 0.8162 0.84883 0.67065 0.664019 0.620349 0.59006 0.572492 0.519577 0.511835 0.599709 0.626956 0.506485 0.634866 0.713323 0.49402 0.640822 0.574258 0.482596 0.640798 0.66851 0.824704 0.512218 0.460648
threshold=0.091615000000000016 0.07826000000000001 0.084765000000000021 -0.12018999999999998 0.12035500000000002 0.086785000000000015 0.086415000000000006 -0.03241999999999999 0.12879500000000002 0.006170000000000001 0.0051600000000000005 0.11875500000000001 -1.0000000180025095e-35 -0.22961999999999996 0.10306000000000001 0.084880000000000025 0.10471500000000002 -0.08236499999999998 -0.081454999999999986 -0.084044999999999995 0.092465000000000006 0.0034800000000000005 0.11093500000000002 0.10097500000000002 -1.0000000180025095e-35 0.089280000000000012 -0.074359999999999996 -0.10096999999999999 0.13146500000000003 -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 21 5 6 7 8 11 10 18 13 -9 -2 24 16 -14 -18 19 -5 -21 22 23 -1 -7 26 27 -26 -29 -20
right_child=4 -3 -4 9 -6 14 -8 12 -10 -11 -12 -13 15 -15 -16 -17 17 -19 29 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00038925000454737485 -0.002560142656976122 -0.0038654527686938557 -0.0039374516886970731 -0.0038903144992067048 -0.004905665494258772 -0.0028608598325154094 -0.0047597337559060092 0.003911401085333885 -0.0034153092240546455 -0.0036883969494768535 0.00031310106986400107 -0.0019324994582966353 -0.003359428207492372 0.0030155016124465374 -0.0038280990063148199 0.0039605529646065136 -0.0044258069367677805 0.00083816688865917348 0.0011838368241028198 0.0020614562923708642 -0.004071770758821449 0.0035190662575503109 0.0031425751551446162 -0.0038736999640060776 0.0046363043776971452 0.0034596350752818276 -0.001490063454754913 -0.0037495404666742565 0.0016987544893993366 -0.0038836725721436488
leaf_weight=1.4799723286414521 0.28278233297169375 1.272402602713554 1.1359294111607585 0.59732333698775653 0.37639015819877286 0.90065939887426782 0.33982581843156445 0.48942045681178559 0.38854810944758345 1.2849547441583116 4.4021662538871169 0.44659165292978276 1.0683742023538814 5.4906543169636288 0.66324679367244233 0.33851972315460432 0.38905098568648133 2.1927311958279461 0.30684775579720502 1.265185504918916 0.35453200002666552 0.79853729112073768 0.75986856129020441 0.67056884989142407 0.72045872407034028 0.74172652047127474 2.8990437623579046 0.45049953297711887 0.57190790143795311 1.7909326707013011
leaf_count=68 5 403 206 139 4 55 35 11 8 303 94 11 189 405 20 23 13 95 6 93 60 17 9 9 11 29 84 47 7 662
internal_value=0 -0.00107493 -0.000835774 -0.000578804 0.000304761 0.000411496 0.00103334 0.00121091 0.00206445 -0.00111103 -0.000731106 0.00240675 -4.86973e-05 0.00274241 -0.000611246 -0.000534611 -0.000951498 4.49341e-05 -0.00179645 -0.00052287 0.000718984 0.000856455 0.000125907 -0.000939997 -0.000271739 0.00016141 -0.00036561 0.00150478 -0.000701907 -0.00314243
internal_weight=0 16.1192 14.8468 13.7109 18.7504 18.374 11.4265 11.0867 6.60858 10.0019 8.71699 6.22003 4.4781 5.77344 6.94754 3.98868 3.65016 2.58178 4.31482 2.21704 1.61972 3.70895 2.91041 2.15054 6.2843 5.38364 4.64191 1.74287 1.02241 2.09778
internal_count=3121 2069 1666 1460 1052 1048 795 760 429 1357 1054 421 331 410 253 320 297 108 960 292 153 103 86 77 233 178 149 65 54 668
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=1 3 3 47 52 50 128 48 4 11 150 159 2 15 133 0 160 133 16 52 4 4 52 14 1 13 148 160 1 3
split_gain=4.34412 1.61793 1.92729 1.52644 1.65948 1.27485 1.21931 1.05143 1.12993 1.02455 0.914944 1.03981 1.20816 0.911203 0.818337 1.07622 0.806602 0.79225 0.82264 0.782829 0.910101 0.943942 0.933426 0.745575 0.727792 0.651073 0.621655 0.602609 1.0354 0.553487
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.38533999999999996 0.11644500000000001 0.086435000000000012 0.12879500000000002 -0.04890499999999999 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099515000000000006 0.050935000000000008 -1.0000000180025095e-35 -0.10151999999999999 -0.091944999999999985 0.0068000000000000014 -0.0083599999999999976 -0.092399999999999982 -0.0016099999999999997 0.0061450000000000003 -0.04127999999999999 0.077685000000000018 0.12873500000000002 -0.15416999999999995 -0.080634999999999984 -0.080409999999999995 0.111945 -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 9 25 4 -2 6 7 8 13 17 -5 -12 14 -6 -13 -16 -4 18 -1 -18 -21 -22 -23 26 -17 -3 -10 28 -28 -27
right_child=3 2 16 10 5 -7 -8 -9 23 -11 11 12 -14 -15 15 24 19 -19 -20 20 21 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00024989308226887813 -0.0019193182039991565 0.0023055204582103626 -0.0019739631420141335 -0.0018431199592180887 0.00072982843508479726 -0.0012375695789294701 -0.0011981667791843994 -0.000560191153333639 -0.00013611481062602651 -0.0015699266029348498 -0.0015088429117663977 -0.00201759690645551 0.0010660187482829319 -0.001820493729090455 0.0011498614874251817 -0.0018241254189146233 -0.0015167814950737761 -0.00093058969061213855 0.0013202386760008684 0.00048124576114787877 -0.0018955703167358 0.0012820003041619727 -0.00088308742728353848 -0.00062003969789157566 0.0003597364178070106 -0.00073434808456975908 -0.00091688421331975094 0.0017299630710998464 0.0016605720068299007 -0.0017377619613228644
leaf_weight=2.008631499484181 0.92237698053941386 0.15416334569454093 1.1179881412535895 1.2766138147562731 1.325137903448206 1.1707486151717592 1.0248676850460459 1.5489327404648054 0.86999407131225304 1.2309982380829749 1.6311082551255811 0.93881511595100064 2.9554476109333336 0.77263489877805103 1.5026823673397287 1.2606729213148375 1.5902956435456861 1.4173089563846586 2.759606540203094 4.6484920699149344 1.5161410188302404 1.0971660278737521 1.8865220323205019 0.6858699209988125 0.91930161789059628 2.3464400260709217 0.89307092921809017 8.5886934120207883 1.3850821126252411 10.418890602886679
leaf_count=44 92 1 35 22 37 41 28 24 19 51 55 22 52 43 16 54 61 40 39 62 31 10 55 6 12 110 21 337 62 1639
internal_value=0 -0.000779638 -0.00100857 0.000210387 0.000523327 0.00064668 0.000775728 0.000901618 0.00105755 -1.4847e-05 -0.000362308 -0.000157006 0.000134008 -0.000209486 -0.000462016 -6.54535e-05 -0.000465165 0.000294632 0.000658817 -0.000308086 -9.79722e-05 -0.000696326 -8.69383e-05 0.00127151 -0.000903185 -0.00150727 0.00138205 0.00150359 0.00065017 -0.00155332
internal_weight=0 32.1926 24.7761 29.6721 19.1874 18.265 17.0943 16.0694 14.5205 7.41655 10.4846 9.20803 7.57692 2.09777 4.62147 3.68266 11.8566 6.18555 4.76824 10.7386 9.14832 4.49983 2.98369 12.4227 2.17997 12.9195 11.7368 10.8668 2.27815 12.7653
internal_count=3121 2178 2004 943 710 618 577 549 525 174 233 211 156 80 104 82 254 123 83 219 158 96 65 445 66 1750 439 420 83 1749
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=1 3 3 47 15 50 48 52 11 457 2 51 51 159 50 47 4 49 2 1 474 43 13 149 128 3 43 447 52 13
split_gain=4.3713 1.74165 2.28249 1.56531 1.62491 1.13955 1.2659 1.10604 1.07896 1.02325 0.937104 0.895153 1.01535 0.840604 1.31371 0.853217 0.942508 0.802657 0.927741 0.979222 0.772806 0.735585 0.715159 0.702894 0.739862 0.67658 0.656957 0.651614 1.00933 0.644344
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.03241999999999999 0.11875500000000001 0.12879500000000002 -0.26636999999999994 0.080455000000000013 0.093100000000000002 0.11474000000000002 0.08955500000000001 -0.096089999999999981 -1.0000000180025095e-35 0.089280000000000012 0.13148500000000005 0.24564500000000003 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.084660000000000027 -0.081374999999999989 -0.023499999999999997 0.10096000000000001 0.086435000000000012 0.0051600000000000005 0.13895500000000002 0.085730000000000015 0.12603000000000003 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 6 23 -6 17 10 27 12 -4 -5 15 16 29 18 19 -1 21 -14 -18 24 -2 -23 -27 28 -9 -15
right_child=3 2 11 13 7 -7 -8 9 -10 -11 -12 -13 20 14 -16 -17 22 -19 -20 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010653927850602259 0.0014591886616699332 -0.0014273392713388285 -0.0018140803405604002 -0.0014740571068723621 -0.0017928860437993403 -0.0010903225549473464 -0.0014709345718476555 0.0003470187504711957 -0.0014363894387073571 0.0019403524636067598 0.00097686007499827167 -0.0015237431963420502 0.0010308187115304649 -0.0018119247031980772 0.0015037096027529979 -0.0013896324342804103 0.001502584430546906 0.0014985077314112274 0.0013950680096721164 0.0008438040552328828 0.0012303199123307694 -0.0014802590967488449 -0.0001624784090973196 -0.00049373978931253632 -0.00053242016463905762 -0.00057758721851079394 0.00075475559563769723 -0.0020948505228841549 -0.001830781718217074 -6.0268198965009026e-05
leaf_weight=2.3842265913262994 8.8492391575127787 12.745324556715792 1.0063674682751287 1.5768486848101009 1.0054404092952607 0.77650464512407857 0.55147766694426614 2.3202633471228218 1.226410517003387 0.82995604258030642 1.6461742334067819 1.7080489778891195 1.2166348788887242 1.1100446530617762 1.2875659894198177 1.8769422234036026 1.4035032428801062 1.3717374284751711 1.0854062549769876 1.2028047936037181 1.323491286486387 1.4252404971048198 1.6944633163511751 0.67043992225080806 0.59224951919168312 3.2870821505784988 1.6563417855650184 0.69123712368309487 0.87108559347689141 1.4300922867842012
leaf_count=59 377 1750 58 55 95 13 7 88 51 19 37 39 15 42 30 28 23 23 10 31 19 65 22 10 11 43 15 10 43 33
internal_value=0 -0.000702071 -0.000923153 0.00022363 0.000520459 0.000927327 0.00107425 -0.000111592 3.89192e-05 0.000154254 -0.000113868 -0.000370292 -0.000171591 -0.000314124 -0.00010634 -0.000382193 -4.68133e-05 0.000338271 -2.35224e-06 -0.0004252 1.39502e-05 -0.000198283 0.000591862 0.00121306 0.00133426 -0.000433084 -0.000131173 -0.000576325 -0.000247417 -0.000825745
internal_weight=0 31.6391 24.3685 29.1835 18.8041 11.4399 10.6634 7.36416 7.27059 6.35872 5.52876 11.6232 9.91516 10.3795 8.80261 7.51505 5.6381 6.04418 4.67244 3.58703 8.90879 7.5853 3.09797 10.1119 9.44149 6.36866 4.94342 3.88259 3.19135 2.54014
internal_count=3121 2178 2004 943 710 418 405 292 174 197 178 254 215 233 178 148 120 123 100 90 157 138 45 398 388 123 58 141 131 75
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 47 15 3 3 52 2 48 457 43 2 50 160 15 159 52 47 3 4 13 16 51 484 42 43 49 149 3 0 51
split_gain=6.02795 2.19958 2.22021 1.91324 2.72341 1.40982 1.35237 1.21913 1.14348 1.08572 1.07551 1.01651 1.05964 0.942073 0.891902 1.75228 1.04978 0.878364 0.856731 0.912012 0.845384 1.33465 0.776011 0.763846 0.749834 0.609413 0.596813 0.515497 0.498018 0.467197
threshold=0.094385000000000011 0.086785000000000015 -0.03241999999999999 -0.12018999999999998 -0.028564999999999997 -0.26636999999999994 0.10855000000000002 0.12879500000000002 0.093100000000000002 -0.073404999999999984 0.11474000000000002 0.11875500000000001 -0.26568499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092650000000000024 0.13148500000000005 0.086245000000000016 0.24564500000000003 -0.023499999999999997 0.22339500000000004 0.087505000000000013 0.073690000000000019 -0.21468499999999999 -0.084154999999999994 -0.006494999999999999 0.10096000000000001 -0.14186499999999996 -0.062294999999999996 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 13 11 10 -6 24 12 -2 -1 -3 16 18 -11 28 -20 21 25 27 -14 -7 -19 29 -15 -16 -25
right_child=1 14 5 4 9 8 -8 -9 -10 17 -12 -13 23 22 15 -17 -18 20 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00060738079743012088 -0.0012761123378275676 -0.0013734765493030542 -0.0016760077485982524 -0.0013656456861062549 0.0007203289181030645 0.00055897060686870578 0.0013947983729118284 -0.0012964971521089519 0.0018439789465866871 -0.0012850742890256181 0.00095348593651749854 -0.00074270773187967557 -0.00075787422322897964 -0.001642107992459025 -0.001074663087595038 0.0019039330296238984 -0.0013295760330584939 -0.00012376771407189062 0.0014161581976746599 -0.00026091870846025819 -0.0013084163618137699 -0.0010612145579188316 0.00025769085036919643 0.00044363210114025249 -0.0009012236992914515 0.0012052680590165 -0.00010051094872899915 -0.0002277378559388866 0.00029440531503994804 0.0015768386431936007
leaf_weight=1.9587776167318223 0.43969608005135796 1.7842862932011474 1.2498856713064013 15.276324586477132 2.0813075900077811 1.2755081984214478 1.4580482263118026 0.59514408931136209 0.93890080600976933 3.0487672290764731 1.9091369044035671 0.75955401360988695 0.46103277988731406 2.0954684983007605 2.1809171345084888 0.99115213006734926 2.1924079619348049 1.6163316443562505 1.592337988317013 1.8041757922619579 1.5334818530827758 1.872513581998646 1.4105111202225087 1.0573293175548251 3.2668226123787485 2.0305705089122061 0.680805276148022 0.98963329382240761 1.0159282553940996 9.2629718659445697
leaf_count=44 9 55 95 1750 33 31 12 7 19 116 37 13 6 83 50 18 31 19 23 22 30 32 21 27 110 24 9 14 34 347
internal_value=0 0.000246498 0.000547399 -0.000709788 -0.00091142 -8.96196e-05 -1.00449e-05 0.00096259 0.000178676 -0.000341863 -6.36803e-05 0.00106878 0.00118438 -0.000327399 -0.000323406 -0.000131768 -0.000361422 -0.000560713 -3.94939e-05 0.000525321 -0.000247592 4.71415e-05 -0.000734691 0.00127877 -0.000491194 0.00061623 0.00136412 -0.00118841 -0.000639586 0.00146074
internal_weight=0 33.458 21.8968 35.3717 27.4593 8.64025 7.91244 13.2565 7.39037 12.183 6.45147 12.6614 11.9018 6.45439 11.5612 9.77692 8.78577 10.1017 6.59336 3.39651 7.0529 5.51942 4.49561 11.4621 4.54233 3.6469 11.0011 3.0851 3.19685 10.3203
internal_count=3121 943 710 2178 2004 292 174 418 197 254 178 411 398 162 233 178 160 221 129 45 105 75 118 389 141 43 383 97 84 374
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 12 52 151 9 42 12 14 132 376 42 133 15 12 48 1373 151 160 15 1 16 4 1 1 16 52
split_gain=1.16326 0.963819 0.779172 0.791155 0.926603 0.702363 0.701356 0.685797 0.679306 0.657364 0.639056 0.595826 0.656116 0.613481 0.602596 0.590596 0.473608 0.460024 0.513829 0.45537 0.467558 0.592663 0.419053 0.610097 0.409981 0.536071 0.537583 0.405945 0.391665 0.387161
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.090455000000000021 -0.15275999999999998 -0.27559499999999998 -0.036024999999999995 0.084050000000000014 0.099400000000000002 0.078320000000000015 0.081465000000000024 0.048375000000000008 -0.088934999999999986 -0.0084449999999999994 0.19724500000000003 -0.040564999999999997 -0.064549999999999982 0.085770000000000013 -1.0000000180025095e-35 -0.089744999999999978 -0.10653 0.11588000000000001 0.062650000000000025 -0.080924999999999983 0.083135000000000014 0.13707500000000003 -0.094359999999999986 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 8 22 4 5 9 -7 -2 -1 24 -8 12 13 15 -15 -10 -6 -9 -19 20 28 -22 23 -3 25 -4 -27 -20 -17 -23
right_child=7 2 3 -5 16 6 10 17 11 -11 -12 -13 -14 14 -16 19 -18 18 27 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031523351087996256 -0.0024614209718052259 -0.0029980404464163583 0.0020753352061495707 0.0020926228336536918 -0.0028955379159557228 -0.0029768253643093485 0.0013722770965648471 0.0028228455543785154 -0.003032452055587883 -0.0029111372164315453 -0.0011663506715856072 -0.0027238873605366608 0.0020581543633130367 -0.00096485769152027047 0.0026546497050958643 -0.00056428545263386613 0.0018352303423082575 0.0030000660650273733 -2.1953513988312525e-05 -0.0024774636780464203 -0.0030121334453742051 -0.0005248643182357908 -0.002988246213668104 0.0039360353127331294 -0.0026493534450407817 -0.0029449603103790375 0.0010171769275656255 0.0025499372627294566 0.0017594487259228087 0.0014770740262529257
leaf_weight=0.55754325282759865 0.48235084488987912 0.23486289719585363 0.75330979749560367 0.78345934720709998 2.1973755015060319 0.49394841096363951 3.0155767261749133 1.0959036462008951 0.68454401532652909 1.4671047404408453 1.1478113546036182 0.6932828491553672 1.2153387728612877 0.58253537397831667 1.1409423826262344 0.93777876906096969 0.19300667103379954 0.72188096679747094 3.5335267998743793 0.71554302750155407 0.70046175201422922 4.907760921167224 2.1682596558239302 0.19447195529937744 0.55626989679876704 0.60548613034188259 0.54600370279513299 0.60222922824323166 1.7299871991854106 0.97000197786837805
leaf_count=47 15 48 18 23 489 87 99 154 50 572 25 31 39 13 65 17 4 43 104 16 36 159 669 1 45 105 26 36 65 20
internal_value=0 -0.000500694 -0.00103552 -0.000718484 -0.000919141 -0.000475222 0.000285369 0.000859253 1.68697e-05 -0.001377 0.000672399 -0.000105566 2.80558e-05 -0.000171406 0.00143126 -0.000430859 -0.00251356 0.00112829 0.000745993 -0.000252081 -7.98594e-05 -0.000494515 -0.00247074 0.000142826 -0.000462456 0.000176197 -0.00106623 0.000352553 0.000942605 -0.000194486
internal_weight=0 29.1927 14.3569 11.7594 10.9759 8.58551 4.65734 6.43589 14.8357 3.92817 4.16339 14.2782 13.5849 12.3696 1.72348 10.6461 2.39038 5.95354 4.85764 9.96153 9.24599 6.57822 2.59759 0.429335 2.46107 1.9048 1.15149 4.13576 2.66777 5.87776
internal_count=3121 2769 2211 1493 1470 977 211 352 558 766 124 511 480 441 78 363 493 337 183 313 297 215 718 49 194 149 131 140 82 179
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 484 146 47 52 128 50 133 4 3 4 16 447 156 150 16 1 15 1 49 2 43 0 43 42 133 52 38 448 15
split_gain=1.06101 0.810307 0.662195 0.689859 0.721122 0.700553 0.703996 0.655641 0.705804 0.79159 0.705324 0.890704 0.612928 0.585326 0.54537 0.636956 0.542925 0.731722 0.583298 0.510497 0.495671 0.489246 0.677589 0.578863 0.533581 0.584367 0.465621 0.46476 0.457736 0.452218
threshold=0.094385000000000011 -0.0068949999999999992 0.12035500000000002 0.086785000000000015 -0.28430999999999995 0.086435000000000012 0.11644500000000001 0.10622000000000002 -0.15289999999999995 0.090900000000000009 -0.49405499999999997 0.25084500000000004 0.085205000000000017 0.11896500000000002 -1.0000000180025095e-35 -0.5335399999999999 0.11551000000000002 0.024640000000000006 0.11212500000000002 -0.007794999999999999 0.13913500000000004 -0.083879999999999996 -0.13027499999999997 -0.084154999999999994 0.09112000000000002 -0.082724999999999979 -0.080979999999999983 0.13905500000000001 -0.013069999999999998 -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=1 -1 3 4 -2 6 13 8 10 12 11 -3 21 16 -5 -16 17 18 -6 -20 29 23 26 24 25 -10 -23 -9 -19 -17
right_child=2 7 -4 14 5 -7 -8 27 9 -11 -12 -13 -14 -15 15 20 -18 28 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031034428765311308 -0.0026139636854605902 -0.0032626777106164978 -0.0037841897040898818 -0.0028346105965432549 0.0023026101221288874 -0.00211481984065295 -0.0018782098085876045 -0.0032276713461714987 0.0018644367287982597 0.00066503020074484864 0.0015609482551036337 0.0010738133672035558 0.0021303099770606298 -0.0018780707411028732 0.0029720844714664222 -0.003192932650361917 0.0027358666052316868 0.001833865977977953 -0.002120587720010809 0.0017915014515698059 0.0019830795747920521 0.00096563953900929511 -0.0031529904993088135 0.004043729711410541 0.0018928092206668315 -0.0026862168379873878 -0.0020449966365730346 0.0034653356162048002 -0.0028907807952257172 -0.00040572685779940532
leaf_weight=1.3091563311172674 0.52940848947037267 0.81317325634881832 0.36568169668316741 0.76409311778843392 3.1307810950092936 0.61370627139695066 0.62368939688894975 1.1891773589886714 0.32815049891360137 2.361407286953181 2.7223361220676443 0.96381649933755398 0.44026756368111808 0.45776613871567029 0.56966769322752941 0.63096163724549059 2.8708269174676389 0.27645040024071932 0.62248904071748257 0.61994474963285007 0.6882638563401996 0.81718632439151395 2.6841400614939639 0.2398126368643706 0.47458880592603225 1.3188432778697463 1.1536986629944275 0.10515282303094853 0.61736982536967833 3.8470938254613425
leaf_count=397 95 33 4 22 176 31 38 303 14 42 57 24 28 9 16 18 252 8 16 25 29 22 909 7 30 258 53 1 56 148
internal_value=0 -0.000797434 0.000278379 0.00036648 0.000855318 0.0010421 0.00125225 -0.000604059 -0.000416034 -0.000874691 0.000584813 -0.00091062 -0.00136229 0.0014794 -0.000412827 -9.02207e-05 0.00166826 0.00108635 0.00160055 -0.000168549 -0.000427888 -0.00158145 -0.00215536 -0.00045009 -0.000958048 -0.00177954 -0.000796699 -0.00268392 -0.00142949 -0.000798446
internal_weight=0 16.9209 17.2282 16.8625 10.3624 9.83302 9.21932 15.6118 14.3174 9.8181 4.49933 1.77699 7.45669 8.59563 6.50008 5.73599 8.13786 5.26704 4.37321 1.24243 5.16632 7.01642 4.65503 2.3614 2.12158 1.64699 1.97088 1.29433 0.89382 4.47806
internal_count=3121 2178 943 939 706 611 580 1781 1477 1363 114 57 1321 542 233 211 533 281 217 41 195 1293 984 309 302 272 75 304 64 166
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=1 484 1446 2 133 160 1374 42 31 1213 475 52 2 52 133 52 4 447 3 376 474 13 4 456 1443 38 15 11 4 3
split_gain=0.91401 0.752889 0.607553 0.637755 0.603075 0.632749 0.647071 0.78093 0.575354 0.530039 0.71321 0.554914 0.942965 0.515202 0.528729 0.511385 0.603599 0.863873 0.877957 0.507457 0.527209 0.465638 0.458348 0.443578 0.432648 0.417827 0.414353 0.370744 0.361212 0.425005
threshold=0.094385000000000011 -0.0068949999999999992 0.091555000000000011 0.14753000000000002 0.10622000000000002 -0.091944999999999985 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084964999999999985 -0.088204999999999992 0.097220000000000015 -0.43320999999999993 -0.25159999999999993 -0.057699999999999994 -0.080924999999999983 0.084700000000000011 0.076840000000000006 0.091135000000000008 0.086870000000000017 -0.084154999999999994 -0.27825499999999997 0.088760000000000019 0.10251500000000001 0.13905500000000001 0.085935000000000025 0.08776500000000001 0.033845000000000007 -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=1 -1 3 8 5 24 -7 19 -2 10 -9 12 -11 -10 -15 -13 22 18 -18 20 -8 27 -17 26 -3 -6 28 -16 -23 -30
right_child=2 4 -4 -5 25 6 7 9 13 11 -12 15 -14 14 21 16 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.003320164938155225 0.0035046749554121437 -0.0033368446275768068 -0.0032342744863013552 0.0027221385464024288 -0.003441356176854665 -0.0036313369132395497 -0.0031282794346466801 0.0034628278694138794 -0.003303124347221441 -0.0031236859621386229 -0.003376539672443485 0.0025788625526891604 0.0016876703516619741 -0.0033513991691943531 0.0018137454778120344 0.00053993142689225321 -0.0028177295214781915 0.0034547474065644663 0.0017128319725903322 0.002180594954854149 0.002499563460198256 0.0013104995596776689 0.0032630894583738097 -0.0028606029118718223 0.0029260491774792071 0.0036653471087145606 -0.0021194151683785966 -0.0016479652247654913 0.0011393921303740877 -0.00070695146619476393
leaf_weight=1.1862760798539991 0.54580451757647175 1.0951071217423294 0.50946049788035352 1.1649235943332303 1.0810397267341603 0.56201250117737345 1.6001665235962712 0.20639080554246902 0.46438749285880732 1.0070017654215879 0.77514550893101208 1.6776252153795175 0.76722124917432655 0.43459586787502935 2.8055069479160024 1.7464751307852568 1.5319238703232456 0.46222093515098084 0.65179436653852452 0.28675558697432268 0.20020652818493534 2.8036628596018964 1.0628455644473382 0.55819723382592279 0.13214263785630453 0.09631824493408192 0.79836865223478604 0.37492935359477986 1.9726459155790479 4.1086169851478216
leaf_count=397 79 259 30 109 303 35 503 4 118 121 186 39 61 26 152 22 169 11 8 5 17 115 33 17 4 1 75 10 55 157
internal_value=0 -0.00081305 0.000280801 0.000392504 -0.00061401 -0.000421908 -0.00020259 -4.16817e-05 0.000209959 0.000341894 -0.0019384 0.000593176 -0.00104313 8.43898e-05 0.000197919 0.00100019 0.000514707 -0.000605938 -0.00146545 -0.00185903 -0.00250245 0.000312844 0.00157018 -2.65227e-05 -0.0026625 -0.00285997 0.000136849 0.00140566 0.000339589 -0.000108033
internal_weight=0 16.1287 16.5411 16.0316 14.9424 13.765 12.5378 11.9758 14.8667 9.88864 0.981536 8.90711 1.77422 14.3209 13.8565 7.13289 5.45526 2.64594 2.18372 2.08713 1.80037 13.4219 2.80932 10.2415 1.22725 1.17736 9.68329 3.18044 8.88493 6.08126
internal_count=3121 2178 943 913 1781 1477 1214 1179 804 654 190 464 182 725 607 282 243 188 177 525 520 581 55 419 263 304 402 162 327 212
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=4 31 1213 475 403 1456 11 480 151 1374 156 14 2 159 16 456 4 457 133 160 40 151 15 0 0 52 160 12 48 4
split_gain=0.846805 0.741915 0.663843 0.720761 0.712665 0.702282 0.809286 0.708287 0.576797 0.56817 0.583817 0.540271 0.582606 0.674043 0.636225 0.584468 0.640242 0.630779 0.547225 0.554848 0.64198 0.469723 0.458194 0.446288 1.35669 0.845049 0.52609 0.360999 0.424756 0.350972
threshold=0.27044500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083259999999999987 -1.0000000180025095e-35 0.080455000000000013 0.084710000000000021 -0.27559499999999998 0.093235000000000012 0.10441500000000002 0.08840000000000002 0.10774000000000002 0.10395500000000001 -0.16075999999999999 0.084065000000000015 -0.49405499999999997 0.5717850000000001 -0.25159999999999993 -0.091944999999999985 0.064905000000000018 -0.033849999999999991 -0.11713499999999999 -0.10607499999999999 -0.074479999999999977 0.083680000000000018 0.086325000000000013 -0.040564999999999997 -0.064549999999999982 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=1 -1 3 -3 -4 21 7 9 -2 10 11 12 13 15 -14 16 -7 18 -18 20 -20 -6 -21 26 25 -25 -24 -10 -29 -16
right_child=8 2 4 -5 5 6 -8 -9 27 -11 -12 -13 14 -15 29 -17 17 -19 19 22 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0040105194143553076 -0.0030905061819898232 0.0039277009909122872 -0.0037708409401679402 -0.0038341391361255634 0.0012292205323791792 -0.0023943103836746543 -0.0034811909947987689 -0.0037868186913959765 0.0034329410471308219 -0.0035895125652760482 -0.0032961029899277578 -0.003603493498775227 -0.0009197824949810857 -0.0039375914167699587 0.0030416976361117504 -0.0037833722226613947 -0.0038299132474580318 -0.0040367032672369973 -0.003494512437853892 -0.0021665144214294794 0.0043008637294852329 -0.0038447926133406795 0.0035329661474654715 -0.0038315922098032997 0.0020458309305110968 0.0020799574642511513 0.00052474827399951916 0.0038334315471308333 0.00044364615138261582 0.00025008027393595749
leaf_weight=0.4809404289117144 0.44497328717261542 0.18774748593568791 0.89284548687284271 1.4628831802401787 0.31983900978229929 1.0471082504373281 0.99110246484633435 0.67346625728532572 0.93621594109572459 0.56207072478718956 0.63559670886024733 0.47028766572475333 1.0651056711794806 0.56535882456228215 2.6314661365468051 0.48570114176254797 0.33885767450557658 0.38370575383305627 0.69317005726044811 0.51329516316766266 0.18645643815398216 1.2280820374144408 2.3043377671856624 1.1338689834810982 3.5589113426393388 0.4781405011890455 1.2456399146467445 0.59172505908645678 3.9202686641365281 0.82204534066840995
leaf_count=48 15 4 349 478 27 33 122 165 156 32 82 24 28 77 139 100 110 7 119 36 2 227 48 234 97 85 32 43 151 51
internal_value=0 -0.000577331 -0.000666026 -0.00295129 -0.00050362 -0.000373004 -0.000192535 -2.78737e-05 0.00099205 0.00010452 0.000216396 0.000340955 0.000447241 4.45118e-05 0.00160006 0.000226522 0.000390414 0.000659499 0.000831891 0.000988082 -0.00184211 -0.00279638 0.00125768 0.00145922 0.000760197 -0.00207816 0.00247742 0.00132549 0.000888199 0.0023772
internal_weight=0 25.358 24.8771 1.65063 23.2265 22.3336 20.7857 19.7946 5.89318 19.1211 18.5591 17.9235 17.4532 12.9346 4.51862 12.3692 11.8835 10.8364 10.4527 10.1138 0.879626 1.54792 9.23419 8.7209 5.17092 1.61201 3.54998 5.44821 4.51199 3.45351
internal_count=3121 2756 2708 482 2226 1877 1623 1501 365 1336 1304 1222 1198 980 218 903 803 770 763 653 121 254 532 496 416 319 80 350 194 190
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=4 12 42 42 1 43 48 52 42 50 148 3 52 4 16 16 42 13 133 52 52 52 48 160 146 156 16 0 160 15
split_gain=2.58754 2.085 1.14245 1.24192 1.26984 1.01675 1.00375 0.865664 0.848502 0.761142 0.778262 0.747075 0.946955 0.552768 0.723405 0.978982 0.682927 0.656115 0.747167 0.516592 0.484863 0.484621 0.476952 0.443247 0.43781 0.440338 0.429055 1.02785 0.744172 0.495709
threshold=0.27834500000000006 0.051320000000000005 -1.0000000180025095e-35 0.075730000000000006 0.13021500000000003 -0.04890499999999999 0.12933000000000003 -0.12005499999999998 -0.095284999999999995 0.11875500000000001 -0.083019999999999983 0.20828500000000003 -0.085984999999999992 -0.083854999999999985 -0.16927999999999996 -0.29154999999999992 0.093655000000000002 -0.01163 0.083950000000000011 -0.0092699999999999987 -0.061194999999999992 0.13796000000000003 -1.0000000180025095e-35 0.09389500000000002 0.10064500000000003 0.11850000000000001 -0.008904999999999998 -0.14226499999999997 -0.030779999999999998 -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 5 -3 7 13 8 9 -4 -1 10 -2 12 23 16 15 -15 17 18 -5 -13 -9 24 -10 -7 25 -12 28 -28 -14 -30
right_child=6 2 3 4 -6 11 -8 20 22 -11 21 19 26 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00068349534894621123 -0.001074534545558499 -0.0017151979216013331 -0.0017640103763409188 -0.0019941199703929612 0.0013062786110740261 -0.0019419658870663493 -0.0014721814378870874 0.0012952205388806449 -0.00050807952418801009 -0.00098626585209186219 0.0017554955027864225 0.0019476578176893509 -0.0019585159437559758 -0.0019365406486615156 -0.0017742845233834363 0.00084557285645831014 -0.0020115676532415651 0.0020633178308798465 0.00097208461534985041 -2.5940710873478564e-05 1.9819401511865007e-05 -0.00050598824480340202 0.0013351317195228292 0.00013580329789935136 -0.00025423246150000229 -0.00023141145640900277 0.0021124023246205455 -0.00032057992508559155 0.00020925367049469829 -0.0010655069760119522
leaf_weight=1.184795814566314 0.52119484171271313 3.8658846803009537 0.76769019826315332 0.5978970997966826 0.79907196294516403 1.7335008105728769 0.65003682952374209 1.4672008531633762 0.56863540597259987 0.65077687799930561 5.2257067966274899 0.87168936431407917 0.92516258405521412 0.81082286150194693 5.3414775526616669 1.003014940069989 0.65306185954250384 0.50100918207317691 0.6063247499987483 1.0206501223146904 3.7763280617073205 0.48046762077137817 3.9872045964002636 0.46069398010149587 0.48762529343366612 0.42777088517323125 0.92322425357997451 1.8470412208698679 4.0226967418566337 1.4789552604779608
leaf_count=28 12 721 80 42 17 96 17 28 16 14 268 44 35 72 1091 19 45 6 29 25 68 15 148 10 5 9 14 43 82 22
internal_value=0 -0.000373435 -0.000794865 -0.000576909 -0.000973401 7.38135e-05 0.000775593 0.000103303 0.000735934 0.000963073 0.00114068 -0.000212328 -0.000394316 -0.00116488 -0.00142543 -0.000398089 -0.000374346 0.000252671 -0.000500638 0.00088318 0.000376692 0.00131504 0.00110507 -0.00150572 0.00145751 0.00160516 -0.000129163 0.000490241 -0.000396156 -0.000133428
internal_weight=0 39.214 20.1898 16.3239 10.3127 19.0243 8.44358 6.01122 5.74064 7.79354 7.14277 13.2836 11.3913 9.51361 7.15532 1.81384 2.35829 1.70523 1.20422 1.89234 5.24353 6.62157 4.55584 2.19419 6.1411 5.65348 9.19708 2.77027 6.42681 5.50165
internal_count=3121 2781 2218 1497 1321 563 340 176 192 323 309 371 302 1304 1182 91 122 77 71 69 96 297 164 106 282 277 196 57 139 104
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=1 158 50 146 1425 15 50 133 4 13 4 52 39 16 376 1 43 0 51 4 1348 132 52 1374 16 1429 1 13 0 47
split_gain=0.794303 0.60392 0.679479 0.583072 0.595671 0.849774 0.842042 0.568394 0.617051 0.627 0.566707 0.812478 0.53527 0.639948 0.570119 0.531864 0.595084 0.560508 0.574979 0.475275 0.450732 0.475971 0.438122 0.424821 0.64307 0.561558 0.41857 0.764519 0.570199 0.409698
threshold=0.091615000000000016 0.084765000000000021 0.07826000000000001 0.12035500000000002 0.08209000000000001 -0.24436499999999997 0.11843500000000001 0.10622000000000002 -0.15289999999999995 -0.50061499999999992 -0.49405499999999997 0.10347000000000002 0.16946000000000003 0.51524500000000006 0.048375000000000008 1.0000000180025095e-35 -0.084004999999999982 -0.084044999999999995 -1.0000000180025095e-35 0.042705000000000007 0.090205000000000021 0.080640000000000017 0.13796000000000003 -0.094929999999999987 -0.091354999999999978 0.084545000000000009 0.13146500000000003 -1.0000000180025095e-35 -0.10151999999999999 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 8 10 -10 11 -1 13 14 20 16 17 -11 -19 23 21 26 -2 -17 -25 -26 28 -28 29 -7
right_child=3 -3 -4 -5 -6 12 -8 -9 9 15 -12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0031260324354751251 0.0029377941119535177 -0.0030405409625812161 -0.0029793889420772273 -0.0035743171441672888 -0.0035367120037368503 0.00048812758344368381 -0.0017028267998359698 -0.002534344993143926 0.0027440584697469542 -0.0029939808825291984 0.0017132613175455389 0.0012541027332710617 0.003282291568514068 -0.0026338546554198912 0.0024890852917577445 -0.0033108437737100569 -0.0028355817311851157 -0.0031104192422049398 0.0016456782134750348 0.0026181934122107564 0.0026448389111702196 0.0017958408265556745 -0.00090133724488128853 0.001957268609438944 -0.0028685430392590638 0.0014627209477163841 0.0034404963002412029 -0.00083628323409259617 -0.0017677270066806827 -0.0012721043202086281
leaf_weight=0.64630972710438095 2.2245929768541881 0.92760054243262935 0.9471482168883093 0.34564995020627876 0.34508440096397031 3.4724505316698897 0.50058284681290377 0.97940990969073105 0.43272131308913131 0.5394682380137964 2.2638657942879936 0.86146953888237476 0.4329229933209725 0.78768802469130683 0.82077427930198688 0.39958832040429193 1.8779059974476684 0.28469431481789786 1.0008078349055716 0.50595359981525678 0.5106189295183875 0.94886353064794171 0.29338378109969188 0.86049351107794869 0.77360518136992984 0.39393413020297885 0.65007349639199674 0.82958080153912284 2.7064362439559693 1.7261615684255955
leaf_count=40 213 215 394 4 44 114 18 265 5 142 44 11 17 70 90 7 685 34 92 12 26 59 14 19 91 13 33 19 284 47
internal_value=0 -0.000739987 -0.000572842 0.0002208 0.000301529 0.000384811 0.00179508 -0.000380007 -0.000185374 -0.000699967 0.000779124 -0.000623443 5.44427e-05 -5.77752e-05 0.000116177 -0.000924531 -0.0016686 -0.000467771 0.000592367 1.46656e-05 -6.34234e-05 -0.000197248 0.00249048 -0.00052795 2.03709e-05 -0.00140715 -0.000398765 0.00104268 -0.000668573 -9.63447e-05
internal_weight=0 13.695 12.7674 16.5949 16.2492 15.9041 3.01856 11.8202 10.8408 7.06917 3.77165 1.50778 12.8856 12.4526 11.665 6.63645 3.70288 1.82497 1.2855 2.93357 10.8442 10.3336 2.51798 2.42762 2.02803 1.16754 9.3847 1.47965 7.90505 5.19861
internal_count=3121 2069 1854 1052 1048 1004 245 1460 1195 1100 95 51 759 742 672 1095 953 268 126 142 582 556 227 130 123 104 497 52 445 161
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=1 12 3 0 3 39 4 48 150 457 52 124 12 12 1 42 4 52 4 13 43 12 43 44 11 1 1 0 457 51
split_gain=3.22881 1.76612 1.40466 1.33926 1.44396 1.18901 1.21772 1.65844 1.15001 0.976959 0.897874 0.830615 0.829721 0.985285 0.949598 0.787989 0.856985 1.02837 0.71254 0.683243 0.625093 0.622773 0.871968 0.579336 0.614471 0.575145 0.885895 0.557963 0.510323 0.48752
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 -0.060129999999999996 0.086245000000000016 0.15619500000000003 0.23246000000000003 0.11951500000000001 -0.088794999999999985 0.080930000000000016 0.13796000000000003 -0.51664499999999991 0.084100000000000022 0.08401500000000002 0.077845000000000011 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.033845000000000007 0.11596500000000001 -0.084794999999999995 0.12069000000000002 -0.010344999999999998 0.13740500000000003 -1.0000000180025095e-35 0.10612500000000001 0.11323000000000001 -0.15350499999999997 -0.079829999999999984 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=3 11 5 4 12 6 8 10 -3 23 21 -2 13 14 -1 16 17 -5 -16 20 -18 22 -8 24 -10 -24 27 -27 -13 -6
right_child=1 2 -4 15 29 -7 7 -9 9 -11 -12 28 -14 -15 18 -17 19 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017802001295203589 -0.0019264253836131053 0.0016060492587228574 0.0013571281283510808 -0.0019667670298359049 0.00033137351169320808 0.0020980528324234062 0.0021825557744320073 -0.0019777102840578351 0.0013319256673790013 0.00031220112533413171 -0.0011415534733683367 -0.00039072184433769792 -0.0017387760195607758 0.0023233341742013225 -0.00082754133609063221 -0.0013890554524575041 0.0011302461979184539 0.00066880937297643514 0.0014484188247565011 0.001483048840750164 -0.00038210312095518745 -0.00059735856049503481 0.0017387505673581701 0.0008014181425794679 -0.0013413637069684707 0.00049327486196682553 0.0012898764427837228 -0.00128585180943606 0.001433384520163853 -0.00096860747978490572
leaf_weight=2.3870430104434543 0.29235227964818467 0.67219018004835618 2.0721866553649297 1.3085919409058981 2.7142173182219258 0.71437335759401221 1.3678580382838834 1.053483735769986 0.29747849889100386 1.9382895482704032 1.0356547664850948 0.57346504274755705 7.6657182204071432 0.3198221749626099 1.4304637317545714 1.5556136718951155 1.2583766584284588 0.79140739701688279 0.67416259041056026 1.4283058289438484 3.2921118731610481 1.0968343969434498 1.0468427399173368 0.49054028093814839 7.7014404716901383 1.0679886145517232 1.5483404197730122 1.3043118212372067 4.6823783335275975 1.4876601006835697
leaf_count=229 4 9 87 54 33 23 29 19 6 33 17 15 1465 11 51 77 25 11 16 18 54 10 23 5 414 22 46 20 270 25
internal_value=0 0.000141958 -7.74893e-05 -0.000741323 -0.00105426 -0.000216824 -0.000297017 0.000181856 -0.000707786 -0.000856939 0.000450528 0.0010678 -0.0013659 -0.000771831 -0.000992217 -0.000199559 2.94848e-05 -0.000973522 -9.84964e-05 0.000381782 3.61168e-05 0.00067238 0.00089221 -0.00112387 -0.00124194 0.000536897 0.000215992 -0.000484905 0.00123436 -0.00012888
internal_weight=0 28.956 23.4078 26.3135 16.6791 21.3356 20.6213 9.52131 11.0999 10.4277 8.46783 5.5482 12.4772 4.81149 4.49167 9.63441 8.07879 2.1 2.10463 5.97879 4.55049 7.43218 6.33534 8.48946 7.99892 4.96748 3.92064 2.3723 5.25584 4.20188
internal_count=3121 1052 763 2069 1830 676 653 186 467 458 167 289 1772 307 296 239 162 65 67 97 79 150 140 425 420 111 88 42 285 58
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=15 484 160 15 150 1 52 1 43 14 376 48 4 148 3 42 1373 13 47 457 131 49 15 1 52 15 160 40 475 40
split_gain=0.774281 0.671603 0.598842 0.633145 0.549772 0.533452 0.529405 0.845103 0.829058 0.760157 0.608783 0.708353 0.666472 0.50998 0.526489 0.578628 0.556908 0.562562 0.589248 0.587491 0.509061 0.541273 0.570645 0.574169 0.648835 0.519371 0.511933 0.508123 0.486993 0.452422
threshold=0.084050000000000014 -0.0068949999999999992 -0.26568499999999995 -0.47006499999999996 0.097210000000000005 0.11146500000000002 -0.40306999999999998 0.13686500000000004 0.24789500000000006 0.076175000000000007 0.088470000000000007 0.12879500000000002 -0.49405499999999997 -0.084449999999999983 -0.10519499999999998 -0.0060199999999999993 0.09586500000000002 -0.53104499999999988 0.11518500000000002 0.5717850000000001 0.092410000000000006 -0.12164499999999999 -0.46743999999999997 0.10293500000000001 -0.088204999999999992 -0.095869999999999983 -0.091944999999999985 -0.0095299999999999985 -1.0000000180025095e-35 -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 -4 27 -2 -5 8 9 10 11 12 -8 -14 -15 28 17 -17 19 20 21 -19 -23 24 -24 -26 -27 -1 -16 -9
right_child=5 2 3 6 -6 -7 7 29 -10 -11 -12 -13 13 14 15 16 -18 18 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0015601365665276474 -0.0023496291802139629 -0.0023248072377834265 0.0033342268016792599 -0.0016698688718877652 0.0015305857359401041 0.00066462321815894971 -0.0020470187727925785 -0.00081317533437532622 -0.0034544196847297272 -0.0033098865171816249 0.0034798017824705721 -0.0025755409758976564 -0.0028537507382535745 0.0016804844719052398 0.0021119099591520676 -0.0020431545082471945 -0.0034580817471061075 -0.0023954543420980439 -0.0032583920293063331 -0.003241466033673911 -0.0023508422560932396 -0.0036618742622297738 -0.0030145040492726583 0.0034066215368791426 -0.00033239904683258424 -0.0021226527599341265 0.0027150891523799424 -0.0031085543706263754 -0.0026233972003111483 0.0036124264236735387
leaf_weight=0.29025424923747789 2.7303062865394163 1.0094598155701628 0.68068699294236523 1.5847776829032358 0.46170492027886201 0.80745855811983336 1.1035297878552501 0.31147404818329949 0.67161730246152629 0.62144145183265109 0.63828541431575914 0.89890509645920147 0.44628637423741579 4.0434164095204563 0.2904156824806704 0.69939501769843104 0.34554109058808613 0.34785913315137929 0.3301482192473485 0.30539594264700998 0.37073672551196057 0.19891744665803734 0.34217772900594834 1.9705669804243369 1.0462868001777899 0.25272474007217072 2.8535952048839492 1.6768509452813367 1.1175206955522483 1.1516983037581656
leaf_count=14 1022 144 101 271 16 36 46 18 69 25 28 25 30 115 19 15 20 27 12 8 30 3 47 132 63 28 154 357 171 75
internal_value=0 -3.73856e-05 0.000130274 0.00023982 -0.00166875 -0.00166166 0.000143828 0.000285016 0.000100303 0.000231313 0.000356338 0.00023881 0.00039629 0.00057651 0.000681981 0.000296415 0.000598258 0.000759036 0.00100345 0.00118646 0.00136963 0.00156633 0.00177313 0.00194035 0.00129751 0.00165283 0.0023215 -0.00241967 -0.00164664 0.00267032
internal_weight=0 26.0617 23.6329 22.6234 2.42881 3.53776 21.9427 20.3579 18.8948 18.2231 17.6017 16.9634 16.0645 14.961 14.5147 10.4713 9.06335 8.7178 8.01841 7.68826 7.38286 7.01213 6.66427 6.46535 4.49478 4.15261 3.10632 1.96711 1.40794 1.46317
internal_count=3121 2063 1676 1532 387 1058 1431 1160 1067 998 973 945 920 874 844 729 539 519 504 492 484 454 427 424 292 245 182 371 190 93
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=1213 1456 1456 1 146 475 12 4 14 44 15 151 2 0 31 4 474 52 12 13 132 453 1 2 4 2 39 42 42 123
split_gain=0.734586 0.74868 0.715138 0.606297 0.731396 0.571813 0.557806 0.526393 0.463914 0.465621 0.463637 0.442611 0.439887 0.639568 0.625251 0.653289 0.503596 0.497972 0.435237 0.466891 0.437191 0.4248 0.533163 0.594419 0.533031 0.468141 1.02118 0.412806 0.410804 0.395961
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11551000000000002 0.12035500000000002 -0.086004999999999984 0.098810000000000023 0.50996500000000011 0.076175000000000007 0.081805000000000017 -0.24436499999999997 -0.033849999999999991 0.092120000000000021 -0.23091999999999999 -1.0000000180025095e-35 -0.0016099999999999997 -1.0000000180025095e-35 -0.088204999999999992 -0.12529499999999996 -0.08971999999999998 0.080640000000000017 1.0000000180025095e-35 0.093575000000000019 0.093175000000000022 -0.022844999999999997 0.11093500000000002 0.091820000000000013 0.090310000000000015 -1.0000000180025095e-35 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=5 11 3 6 10 -1 8 -8 9 12 -5 -2 13 -3 -15 17 -14 -16 -18 -20 21 22 23 -21 -24 26 -25 -17 -19 -4
right_child=1 2 29 4 -6 -7 7 -9 -10 -11 -12 -13 16 14 15 27 18 28 19 20 -22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0036997289593251551 0.0011939858980654146 0.0039321339162970599 -0.0035975532877123152 0.0032174103694369159 -0.0040356147302288044 -0.0033702386158369463 -0.0024853427141069261 0.0036469192748913911 -0.0030358218225948258 -0.0036635097279403509 0.0008589813263630969 -0.0036478314132326575 -0.0038946971774650552 0.0038372700429113184 -0.0033497867992230757 -0.0028874207268927326 -0.0035989621338882029 -0.0026923922873656829 0.0026053571492672409 0.0032851168185263442 0.0031301377325204092 -0.0035436973065235394 -0.0025303733607596099 -0.0037295802636734491 0.0025217564827571411 0.0010681889138752158 0.0035948054797936332 0.0010491428382668221 0.0011028189828493713 0.0036251151551121184
leaf_weight=0.16036932915449131 0.30122595082502801 0.40359706711025189 0.92338307143654563 1.4067065343260763 0.32115564122796048 1.3666887604049431 1.8431510577793226 0.19412118941545475 0.5840248499298476 0.38600428705103773 4.0762312372680745 1.1088380241417386 0.27614113263552909 0.36522099655123064 0.46535895467969934 2.187749473843692 0.25380760233383526 0.41436593537219746 1.9793827073299306 0.43404693796765093 0.76275941543281067 0.34411913459189225 0.30398157681338522 1.2602267517941075 1.8976663213688878 0.74831046233884979 0.29466338059864927 0.39448026666650537 2.6227318073506374 0.10618050256744027
leaf_count=4 27 6 256 186 4 487 254 9 48 16 185 231 49 37 101 142 13 219 101 31 62 14 38 108 85 38 7 25 331 7
internal_value=0 -0.000101685 3.85875e-05 0.000161491 0.00115975 -0.00262776 -0.000153127 -0.00190103 6.42874e-05 0.000178918 0.00146406 -0.00261349 0.000275175 -0.000393482 -0.000664153 -0.000934342 0.000810837 6.22162e-05 0.000967788 0.00111222 0.000623365 0.000261439 0.000526563 -0.000517172 0.00182421 -0.00123373 -0.00234155 -0.00228604 0.00058502 -0.00285267
internal_weight=0 26.6596 25.2496 24.22 5.80409 1.52706 18.4159 2.03727 16.3786 15.7946 5.48294 1.41006 15.4086 6.8535 6.44991 6.08469 8.55511 3.50246 8.27896 8.02516 6.04577 5.28301 4.9389 2.73725 2.20165 2.3032 1.55489 2.58223 3.0371 1.02956
internal_count=3121 2630 2372 2109 375 491 1734 263 1471 1423 371 258 1407 861 855 818 546 651 497 484 383 321 307 184 123 153 115 167 550 263
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 3 3 47 1425 15 48 50 11 128 52 457 16 1 149 49 150 16 2 51 15 49 2 1 3 3 13 52 52 4
split_gain=3.32411 1.49879 1.67366 1.25085 1.38347 1.25989 1.40941 1.02501 0.963003 0.925531 0.803311 0.883182 0.966124 0.812119 0.7912 0.76565 0.761301 1.02238 0.902705 0.736675 0.683524 0.660088 0.92491 1.00277 0.569695 0.70581 0.512252 0.507453 1.26423 0.548631
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 0.086415000000000006 -0.03241999999999999 0.12879500000000002 0.11875500000000001 0.080455000000000013 0.086435000000000012 -0.26636999999999994 0.093100000000000002 -0.5315899999999999 0.10538500000000002 0.10096000000000001 0.082865000000000008 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 0.08955500000000001 -0.17952999999999997 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -0.10519499999999998 -0.075944999999999985 -0.15416999999999995 -0.087769999999999987 -0.077024999999999996 -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=1 8 26 4 5 6 7 9 21 14 -7 12 -12 -14 -2 19 -5 -18 20 27 -19 22 23 -1 -22 -26 -3 -4 -29 -30
right_child=3 2 15 16 -6 10 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 24 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0011682316470839897 0.0015537175355946394 0.0020523085284294786 -0.0009344212602063498 -0.0016633928527176962 -0.0023569463045311724 -0.0018136347223413772 -0.0016320338218959237 -0.0010048169978869347 -0.0014704160427507322 -0.00093379324565460932 -0.002206183644169842 0.0019383411478992299 -0.0010402123041951003 0.00063200531192016303 -0.00047092484129246528 -0.0017044414221604213 0.0017093032413423577 -0.0019350086867586447 0.0011260240936126124 -0.0014577072522630476 0.0012945058379039661 0.0014839320728773598 0.0014208958337327529 0.00088337068091117225 -0.001839631086355969 -0.00020564542088297638 -0.0014284110748460832 0.0016561138646941855 0.00024764830530543398 -0.00093974865818508837
leaf_weight=2.0550517581868948 7.6623569754883647 0.12940651178360241 1.513466772623359 1.1290049860253919 0.50958791188895602 0.69503360241651524 0.60756755247712213 0.65166554041206914 1.0531713496893642 0.54797050170600492 0.58025613613426674 0.74033041624352325 1.2040175208821917 3.2443247009068727 0.63171266857534636 1.2076408865395922 0.81396107003092666 0.97012111265212109 1.0829456369392572 1.2718503260985015 0.56976487021893074 1.2012912686914203 1.0702258758246896 1.1091118128970263 1.0072396856266985 3.8720025238581046 10.56781579507515 1.381956223398445 2.9443477154709381 1.9596192934550334
leaf_count=59 376 1 53 22 34 64 7 11 51 11 6 19 86 86 10 61 16 18 29 32 9 23 10 31 54 85 1749 16 39 53
internal_value=0 -0.000678908 -0.000904833 0.000184192 0.000465061 0.000551873 0.000935484 0.0010998 5.14258e-05 0.00125491 -4.75992e-05 0.000165171 -9.58826e-05 0.000179392 0.00139951 -0.000403766 -0.000323565 -0.000141667 -0.000342494 -0.000230609 -0.000590242 0.000346285 2.35358e-05 -0.000449098 -0.000350824 -0.000542955 -0.0013863 -3.05057e-05 0.000187131 -0.000226834
internal_weight=0 27.465 20.9761 26.5199 17.0748 16.5652 10.1013 9.49371 6.48885 8.84204 6.46396 5.76893 5.0286 4.44834 8.29407 10.2789 9.44504 8.31603 7.50207 9.07124 6.41913 5.43568 4.23439 3.16416 5.44901 4.87924 10.6972 7.79939 6.28592 4.90397
internal_count=3121 2178 2004 943 710 676 415 408 174 397 261 197 178 172 386 254 233 211 195 193 166 123 100 90 148 139 1750 161 108 92
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=1213 484 160 15 403 475 155 150 1373 16 1 11 132 376 52 47 38 151 133 15 16 52 1 15 3 47 13 0 16 123
split_gain=0.684235 0.707781 0.65603 0.56592 0.543168 0.530227 0.521566 0.521438 0.493903 0.462621 0.458565 0.5457 0.522906 0.524867 0.534346 0.51073 0.554059 0.443747 0.424583 0.430888 0.488176 0.442327 0.499795 0.573453 0.517223 0.418588 0.369999 0.365397 0.626975 0.359302
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 -0.47006499999999996 -0.083259999999999987 -0.086004999999999984 0.088610000000000008 0.097210000000000005 0.099250000000000019 0.25084500000000004 0.12811000000000003 0.087830000000000005 0.079970000000000013 0.048375000000000008 -0.092399999999999982 0.11893500000000001 0.084835000000000008 0.12955000000000003 -0.088669999999999985 0.095175000000000023 -0.25582999999999995 -0.081429999999999989 0.095285000000000022 0.035560000000000008 0.10732000000000001 0.14808500000000002 -0.091054999999999983 -0.14723999999999998 0.0039400000000000008 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=5 7 9 -4 -5 -1 8 29 10 -3 11 12 13 14 26 16 18 25 -16 21 -21 -20 23 27 -24 -12 -6 -23 -29 -2
right_child=1 2 3 4 6 -7 -8 -9 -10 -11 17 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031212222834214702 -0.0025951392989360337 -0.0028523999315910359 0.0030591922342273047 -0.0024430075143391126 0.001217153718717274 -0.0028142578473082957 -0.0025348709772238169 0.0013388241930789755 -0.0030320797159725582 0.0034005380747663214 0.0024683891116169445 -0.0018509506921008385 0.0019136565174089953 0.0019491988575112917 -0.0020083233803093051 -0.0026095241726529117 -0.003368013631844123 -0.001285148061983917 0.0024032605997038143 0.0017943219610080765 -0.0033013994707371177 0.00080902345596468915 0.002306961528187026 0.002072261326588944 -5.8365701470733545e-05 -0.00048944740372748228 -0.0028722123934792156 -0.002680029108629581 9.0326439666564158e-05 0.0028310118178921538
leaf_weight=0.15077272057533253 1.8761506066657667 0.98936680349289108 0.59697593527381343 0.72798781853636541 0.25287257973104715 1.304242623446046 0.61291480454383318 0.43626053491607297 0.39886979619040985 0.11903047363739461 2.113795108278282 1.1502096082549531 1.5956243331311259 1.2648809778038401 0.63040144863772241 0.5862416294403382 0.36607834557071406 0.47238590382039536 1.1949506285600513 0.25077045755460858 0.51660802995320487 1.1587990797124925 2.0201570459175859 0.86086621141294006 1.4092764866072682 0.53924003010615695 0.92705249483699137 1.3514840276328963 1.6044492163928223 0.11637955345213402
leaf_count=4 460 212 101 315 17 487 151 16 22 2 152 43 101 89 166 22 9 6 41 13 41 25 76 84 51 8 200 163 35 9
internal_value=0 -8.78442e-05 6.99697e-05 0.000180347 0.00010225 -0.00219921 0.000189332 -0.00162852 0.00027013 -0.0021809 0.000335123 0.000142643 0.000286043 0.000105628 -7.19725e-05 0.000117983 0.000258691 0.00139074 0.000379411 0.000524601 -0.00163618 0.000697323 0.000454789 -0.000151873 0.00133496 0.0018672 -0.00199581 -0.000617196 -0.00117631 -0.00227821
internal_weight=0 26.1401 23.7113 22.6029 22.0059 1.45502 21.2779 2.42879 20.665 1.1084 20.2661 17.1407 15.9905 14.3949 13.13 11.9501 11.3638 3.12542 10.9978 10.3674 0.767378 9.59998 8.40503 4.9756 3.42943 2.65304 1.17993 4.11473 2.95593 1.99253
internal_count=3121 2630 2145 1931 1830 491 1515 485 1364 214 1342 1176 1133 1032 943 726 704 166 695 529 54 475 434 307 127 160 217 223 198 469
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=4 12 151 43 0 0 16 1 12 13 42 3 52 52 13 16 50 2 47 48 1 1 14 16 0 15 2 15 3 2
split_gain=2.2992 1.93763 1.29393 1.24006 1.02817 1.2484 0.914504 0.738559 0.735405 0.726477 0.702094 0.534809 0.839608 0.646764 0.452557 0.561758 0.438104 0.467885 0.69067 0.564508 0.790003 0.680328 0.473628 0.43623 0.91118 0.613085 0.631253 0.571811 0.500701 0.472768
threshold=0.27044500000000005 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 -0.060129999999999996 -0.10607499999999999 0.26435500000000006 0.083135000000000014 0.10345000000000001 -0.47860499999999995 -0.095284999999999995 0.20828500000000003 -0.085984999999999992 -0.0092699999999999987 0.086705000000000018 0.052820000000000013 0.11875500000000001 0.113445 0.11893500000000001 -0.064549999999999982 0.11230000000000001 0.10672000000000002 0.077685000000000018 -0.008904999999999998 -0.14226499999999997 -0.074054999999999996 0.090675000000000019 -0.095869999999999983 0.076840000000000006 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 3 -2 10 5 7 14 9 -8 -3 -1 12 -5 -13 15 -6 17 19 -19 -4 21 -21 -22 25 -25 26 -14 -28 -26 -27
right_child=2 4 16 11 6 -7 8 -9 -10 -11 -12 13 23 -15 -16 -17 -18 18 -20 20 22 -23 -24 24 28 29 27 -29 -30 -31
leaf_value=-0.00054032533335264153 -0.0015663288135867714 0.00078788207328836025 0.0017664226144757684 -0.0013767344075701568 -0.0013457336229761897 -0.001416347463119975 -0.0018262741713237207 0.00036597374762717725 -3.3165196669303244e-05 -0.0017808900611579945 0.00099039680645061044 0.0017372258832055723 -0.00073043280309160834 -0.00033946836939462469 0.001096704760863734 0.00033071433779094796 -0.00054330370055522762 0.0017174840111161347 -0.00094876470385897734 0.00041146305864563196 0.001735081700863197 -0.001693528357678278 -0.00048961705890583108 0.0018560015526167559 0.0005629835852675332 -0.00041451697975930767 -0.00040572056649366051 0.0014359009574462403 -0.0012748724387534327 -0.0020733949755030036
leaf_weight=1.0653674490749834 0.7266712775453924 0.42087273858487639 0.84512421488761891 2.1396708921529344 0.77445227070711853 8.5910303096752596 1.4482021562289449 2.2388009820133448 1.1804775095079092 1.2218764787539829 4.254086154978725 0.76390636619180441 1.9788981247693294 0.96520431153476127 1.2527964059263466 2.1354392687790096 0.64155073091387738 2.5759390022140001 0.30943679530173529 0.96900983713567101 1.0444122084882108 0.79453292023390532 0.36796855926513661 0.8182583283632997 0.8855090308934439 1.0115096075460313 0.85865302663296361 1.0853338995948441 0.80436281627044082 0.9447290776297449
leaf_count=27 15 6 31 106 50 1773 113 52 33 95 163 44 43 24 31 50 15 168 9 34 80 11 2 14 20 29 35 14 23 11
internal_value=0 -0.000400914 0.000582715 3.95604e-06 -0.000770298 -0.00105776 -0.000242367 -0.000264092 -0.00102103 -0.00112277 0.000683827 -0.000291127 -0.000433886 0.000577997 0.000249349 -0.000115463 0.000789611 0.000913428 0.00143155 0.000541643 0.000215725 -0.000536904 0.00115548 -0.000193356 0.000395416 -0.000444535 -6.00052e-05 0.000622462 -0.000311818 -0.00121564
internal_weight=0 36.8394 8.27465 17.5755 19.2639 12.4726 6.79137 3.88155 2.62868 1.64275 5.31945 12.256 10.5269 1.72911 4.16269 2.90989 7.54797 6.90642 2.88538 4.02105 3.17592 1.76354 1.41238 8.38725 2.50813 5.87912 3.92289 1.94399 1.68987 1.95624
internal_count=3121 2756 365 553 2203 1926 277 153 146 101 190 363 295 68 131 100 350 335 177 158 127 45 82 189 57 132 92 49 43 40
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=4 12 43 3 151 3 15 42 41 158 52 3 52 15 1 52 42 0 16 0 15 2 15 16 16 12 48 51 1 15
split_gain=2.33731 2.07319 1.25199 1.10599 1.05933 0.93066 0.833017 0.776602 0.767173 0.700134 0.72094 0.64524 0.913807 0.632568 0.584249 0.560269 0.495037 0.841168 0.490176 0.942928 0.62067 0.775723 0.574627 0.481234 1.25542 0.438938 0.554998 0.43702 0.393895 0.429845
threshold=0.27044500000000005 0.051320000000000005 -0.04890499999999999 0.10732000000000001 -0.27559499999999998 -0.097604999999999983 0.19724500000000003 -0.095284999999999995 0.078065000000000009 0.086290000000000019 -0.15275999999999998 0.30112000000000005 -0.085984999999999992 -0.11033999999999998 0.13146500000000003 -0.0092699999999999987 -1.0000000180025095e-35 -0.10324499999999999 -0.008904999999999998 -0.14226499999999997 -0.074054999999999996 0.089885000000000007 -0.095869999999999983 -0.083539999999999989 -0.084119999999999986 -0.040564999999999997 -0.064549999999999982 0.12547500000000003 0.13707500000000003 -0.47006499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 14 -1 9 10 -3 12 -4 -12 23 -13 17 -15 20 -20 21 -14 -23 24 27 -6 -27 -7 29 -28
right_child=4 3 11 -5 25 6 -8 -9 -10 -11 13 15 18 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00064512235410323299 -0.0018135001740294629 -0.0020876801356651538 -0.0016917778151845368 0.00042670567664533816 0.0019828439574949169 -0.0016780363540117411 0.0014862517980570812 0.0013353630962277395 -0.0021482522378816118 -0.0022322584672624306 -0.0023000756407080374 0.0021355572182226697 -0.0010442043395808645 0.0027957483144014743 0.00034034746019485961 -0.00034279453976691622 0.00094270213862153484 -0.0022005262988499114 0.0023044515863284878 -0.00034429951085165195 -0.0014605677131236932 -0.00046028776446501151 0.0016169446169799267 -0.002105104332816664 0.0031767378222573484 0.0021536848034390474 0.0017024654367068799 0.0016529406036955093 0.0018718956078298816 -9.5278921964485244e-05
leaf_weight=1.0600727340206502 0.60852772369980801 0.58013704908080388 2.0725819002836934 2.3290492855012408 1.582883517257869 2.9538801754824826 0.3862273972481497 4.1277468092739609 1.0041992475744335 0.63279457925818849 0.34981913748197246 0.81912179943174124 1.8221429595723737 0.19323477149009638 0.61597924167290408 0.73928256612270959 3.2543957356829223 0.558272506576032 0.89361611101776395 1.5934760901145626 1.8933909912593661 0.97154664387926315 1.3635101364925519 5.6684206977952245 0.26660617650486607 0.99842370487749565 0.68228630116209288 0.17789511731825758 0.71518740383908141 3.3410967830568552
leaf_count=27 15 92 106 26 156 530 13 163 64 40 11 44 41 1 13 20 67 72 14 43 41 37 17 1253 9 43 26 12 37 88
internal_value=0 -0.000433805 8.16842e-05 -0.000905427 0.000803103 -0.00109186 -0.00148621 0.000930673 -0.000487751 -0.000188312 7.37293e-05 -0.000280262 -0.000462408 0.000361607 -0.00160478 0.000959866 0.00059404 -0.000915836 -0.00016397 0.000607401 -0.000481042 -3.49178e-05 0.000752671 -0.00173692 -0.00112281 0.00102063 0.000755148 -0.00148883 0.000460474 0.000209583
internal_weight=0 36.3274 17.3565 18.9709 7.92841 16.6419 10.069 5.18782 6.57285 5.56865 4.93586 12.1687 10.6103 4.35572 9.68278 1.5584 4.0059 0.751507 8.53768 2.48709 6.05059 4.1572 2.33506 9.0668 3.39838 7.31988 5.73699 3.13178 4.73857 4.02338
internal_count=3121 2756 553 2203 365 2177 1830 190 347 283 243 363 299 151 1817 64 140 73 193 57 136 95 54 1804 551 350 194 542 151 114
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=1 158 50 3 49 52 3 2 31 12 52 421 14 1374 133 13 1186 3 133 16 47 124 16 157 48 2 3 151 4 11
split_gain=0.700005 0.530379 0.589796 0.541945 0.53955 0.568874 0.651869 0.517457 0.467818 0.438215 0.471489 0.422903 0.565035 0.399785 0.425528 0.545123 0.407816 0.39356 0.377032 0.420951 0.375805 0.543044 0.441183 0.442992 0.376449 0.355605 0.618424 0.353885 0.349211 0.346967
threshold=0.091615000000000016 0.084765000000000021 0.07826000000000001 -0.12018999999999998 0.006170000000000001 0.11434500000000002 0.10732000000000001 0.14753000000000002 -1.0000000180025095e-35 0.084100000000000022 -0.0064899999999999992 -1.0000000180025095e-35 0.077685000000000018 0.093750000000000014 -0.25159999999999993 -0.084154999999999994 0.083785000000000012 -0.097604999999999983 0.039215000000000007 0.042200000000000008 0.090280000000000013 -0.072314999999999977 0.062650000000000025 -0.07686999999999998 -0.064549999999999982 0.090790000000000023 0.10893000000000001 -1.0000000180025095e-35 -0.0035949999999999997 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=1 2 3 18 5 6 9 8 -2 10 28 -10 13 14 -13 29 20 -11 19 -1 21 -17 23 -23 -25 -26 -27 -22 -5 -16
right_child=7 -3 -4 4 -6 -7 -8 -9 11 17 -12 12 -14 -15 15 16 -18 -19 -20 -21 27 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=4.1778575385107675e-05 0.0035314322143249308 -0.0034398312772795704 -0.0033703328894662218 -0.0030809630108831658 -0.0032191575460905359 -0.0035728880420276407 0.0019410060946802633 0.0025619514270144726 0.0036531984262272764 -0.00036534524437379306 0.0015156235777473233 -0.0033743772026244992 -0.003949738429395327 -0.0030485919159186047 0.0018641024453448923 0.0034291645295652694 0.0034390488887793723 -0.0033659816075545003 -0.0014941282910912021 0.0029066421068158206 -0.0035344543031827686 0.0031961844222025012 -0.0023947353450974045 0.0026439578806260436 -0.001959009816619357 0.0020313006942024067 -0.0016936936840631599 -0.00068976074812126273 2.3587962568052483e-05 -0.0017179788719674299
leaf_weight=1.1803018323844288 0.42957861104514172 0.80347383854677978 0.81667646591086018 0.64648716803640116 0.96700823260471214 0.6330547478282823 1.2268243357539175 1.0192463335115451 0.34313179389573178 0.89392835018224737 1.326319904066622 0.37644732068291809 0.41503969440236765 0.45961036626249629 2.6999979666434188 0.53097122209145364 0.33661907003261227 1.0800328839104647 0.62574675388168532 1.1170634669251738 0.60399826546199653 0.52006075903772053 0.80656127305701364 0.48555238707921722 1.1982681364170704 1.1001630874816331 0.91224233619868744 2.5776517406338826 1.0872549128253015 0.34076296817511309
leaf_count=47 80 215 394 93 303 142 14 112 13 59 62 29 15 18 171 60 21 655 28 28 21 20 130 34 127 48 20 123 29 10
internal_value=0 -0.000811537 -0.000629499 -0.000421935 -0.000879215 -0.000550991 -0.000245437 0.000260042 9.40753e-05 -0.000778288 1.43934e-05 -1.36511e-05 -0.000107801 1.53413e-05 0.000128095 0.000236946 -0.000173891 -0.00200711 0.000807793 0.00143478 -0.000313115 0.000212027 -0.00012806 0.000305547 -0.000101167 -0.000516314 0.000342726 -0.00122979 -0.00113405 0.00146268
internal_weight=0 12.4042 11.6007 10.784 7.86091 6.8939 6.26085 15.1559 14.1367 5.03402 3.06006 13.7071 13.3639 12.9489 12.4893 12.1128 9.07209 1.97396 2.92311 2.29737 8.73547 5.55382 5.02285 4.21629 3.69623 3.21067 2.01241 3.18165 1.73374 3.04076
internal_count=3121 2069 1854 1460 1357 1054 912 1052 940 898 184 860 847 832 814 785 604 714 103 75 583 439 379 249 229 195 68 144 122 181
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=12 4 13 3 1 132 0 0 52 12 12 1 16 448 52 47 0 46 4 4 3 151 159 2 3 52 52 1447 122 12
split_gain=2.80176 2.13869 1.36952 1.26103 1.12643 1.11894 0.882005 1.24419 0.878124 0.81715 0.834237 0.9981 0.815288 0.767996 0.763743 0.739155 0.732467 0.709577 0.703419 0.662159 0.556751 0.528857 0.45519 0.397986 0.647246 0.386171 0.374284 0.371522 0.424044 0.320524
threshold=0.079890000000000017 0.23246000000000003 -0.004174999999999999 0.10732000000000001 1.0000000180025095e-35 0.087955000000000019 -0.060129999999999996 -0.053834999999999994 0.13796000000000003 0.084100000000000022 0.08401500000000002 0.083345000000000016 0.27776000000000006 -0.08020999999999999 -0.0064899999999999992 0.092710000000000015 -0.094654999999999975 0.084955000000000017 -0.04890499999999999 -0.014149999999999998 -0.10831999999999999 -0.086769999999999986 -0.50206999999999991 0.089885000000000007 0.11296500000000002 0.091275000000000009 0.10898500000000001 -0.080594999999999986 0.086040000000000019 0.12069000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 14 9 -8 29 10 11 -2 20 -6 18 16 26 27 -4 -1 -9 -20 -11 -23 -25 -17 -16 -15 -29 -3
right_child=1 8 5 -5 13 -7 7 12 -10 22 -12 -13 -14 17 15 25 -18 -19 21 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0008144095794542824 -0.0016872514735967691 0.00086142658734289696 -0.001615340482673668 0.00045588399017147435 -0.0013329035266296907 0.0016829491932813282 0.0013555706600771624 0.00033108674782440236 -0.0012721469535075258 0.00046362927364019824 0.00226950616774462 0.0012727226855247572 -0.0017796037860488396 -0.00025196941155236911 0.00131788550751415 -0.0012482271920951358 -0.0001358270502783266 -0.00067084496183065806 0.00088281340786479671 -0.0017186078291093992 -0.0013218304484476434 -0.0011632087184456088 -0.0015789145412808637 0.00040336559574532307 -0.0011578696398616333 0.00012271970725911965 6.8286270343033553e-05 0.0015990392987304761 -0.00016199487851166719 -5.7376812000104357e-05
leaf_weight=0.47690926492214203 1.0264735515229428 3.3172984551638356 1.3871663925237951 1.7628909870982159 0.35081231221556652 0.97486125770956356 0.87096448778174806 1.6178971268236639 0.8361130692064761 0.31221285206266003 0.29712985642254341 0.4531572728883474 1.548895096639171 0.37042742129415263 2.5384557028301091 1.2567104473710062 2.9559297123923818 0.51811090484261502 0.88629448134452093 0.70697703910991794 0.86193821346387522 1.691110785584901 8.4507427462376601 2.0129038321319972 1.1522631933912633 1.0331243462860582 0.89456467237323511 5.0433166027069092 0.40784277021884907 1.5314672398380933
leaf_count=11 167 88 82 20 5 25 28 36 26 29 11 11 124 13 58 31 65 13 17 46 70 32 1639 46 20 21 27 323 9 28
internal_value=0 -0.000583242 0.000223838 -0.000875165 0.000795397 -4.43242e-05 -0.00102715 -0.000444811 0.000300108 -0.00129786 -0.000270626 -0.000780719 -0.000834032 0.00105969 -0.00015084 0.000180107 0.000470341 0.00119209 -0.00055369 -0.000698223 -0.000243432 -0.000297239 -0.00150614 -0.000512604 -0.000164994 -0.000629685 0.000992269 0.00135789 0.00146728 0.000571225
internal_weight=0 22.8872 24.6578 17.2023 7.8744 16.7834 15.4394 4.89969 5.68488 10.5397 1.77676 1.47963 4.02873 6.69051 15.8085 8.67878 6.38895 6.3397 7.12974 1.18389 2.47984 5.74257 8.76296 4.85628 3.16517 2.28983 3.43302 5.82159 5.45116 4.84877
internal_count=3121 2277 844 2135 420 424 2115 258 142 1857 189 178 230 363 399 202 150 358 197 57 106 115 1668 98 66 52 85 345 332 116
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 12 50 11 4 2 48 43 51 1446 160 49 2 1 150 159 48 49 147 0 3 43 4 16 13 1
split_gain=3.24692 1.49195 1.71697 1.34809 1.21399 1.15164 1.29746 1.00732 0.870238 0.826796 0.831542 0.761186 0.754604 0.736593 0.734676 0.709408 0.835847 0.979116 0.699638 0.960695 0.91906 0.635568 0.616508 0.587174 0.622929 0.593179 0.566184 0.737536 0.551461 0.545643
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.086785000000000015 -0.040564999999999997 0.11392500000000001 0.080455000000000013 -0.17966999999999997 0.13404500000000005 0.12879500000000002 -0.25681499999999996 0.08955500000000001 0.089705000000000021 -0.079279999999999975 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11454000000000002 0.082865000000000008 0.10271500000000001 -0.23051499999999997 0.10732000000000001 -0.041049999999999996 -0.0016099999999999997 -0.029084999999999996 -0.15416999999999995 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 7 28 -2 5 13 8 15 -7 10 11 -10 21 -5 -13 16 17 -1 -6 -20 -21 23 29 -4 25 -25 27 -27 -3 -16
right_child=3 2 12 4 18 6 -8 -9 9 -11 -12 14 -14 -15 22 -17 -18 -19 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013039130903355161 -0.0020270815760043046 0.0023813315054174626 0.0015358916623359718 0.00196946189655413 -0.0018403407902446388 -0.0018384189632918077 -0.0021193108339906254 -0.0016847543701160174 -0.001708381599145244 0.0020849533337315967 -0.0013457174492662672 -0.00046637628202016168 -0.0017705724288943228 -0.0012714733912277088 -0.00010568881992831674 0.0018243939804770939 0.0016227216989222119 0.0011087029242026667 -0.0015994028398864156 -0.0002251504594520899 0.0014825894461066357 -0.001811927074480328 -0.0003751598648892722 0.00058298224597792933 0.00062709483037339463 0.00089769864805197921 -0.0020753209644234203 -0.0016913825741274968 -0.0016731953358738666 0.0016442200792567319
leaf_weight=1.9626141809858415 0.99917653831653552 0.13553559780121105 0.86127688130363722 3.1672262377105684 0.99891767278313626 0.57637020945549089 0.77542268601246256 1.06086506601423 0.50796475401147922 1.443248227238654 0.91547142527997571 1.4525047317147226 1.4399989922530956 0.30652961693704117 0.84208823274820854 1.161682180361822 1.0084742214530704 1.0181640703231094 1.3253363212570546 4.2690519299358112 1.7794279339723287 0.8758539764676242 0.94920617155730713 1.1114235715940584 2.2646977081894875 0.89997744653373957 1.3726889765821377 0.85511960973962986 9.8192698648199439 4.5320480149239302
leaf_count=59 119 1 16 243 21 15 39 51 10 72 12 44 39 6 47 23 10 31 55 79 45 54 16 20 21 10 55 39 1749 120
internal_value=0 -0.00076608 -0.00103584 0.000244646 0.000339855 0.000671287 0.00037814 8.66585e-05 0.000550758 0.000680149 0.000459754 0.000659282 -0.000437231 0.00168348 0.000813952 0.000451491 5.16979e-05 -0.00047982 -0.000272445 -6.00455e-05 0.000277257 -0.00020425 0.00110805 -1.30679e-05 -0.000218188 -0.000669761 -0.00111491 -0.000363755 -0.00161799 0.00137002
internal_weight=0 25.8476 19.6358 24.84 23.8408 15.4681 11.9943 6.2118 11.2189 10.6425 9.19928 8.28381 9.68104 3.47376 7.77585 5.15093 3.98925 2.98078 8.37273 7.37382 6.04848 8.24104 6.32334 7.36518 6.50391 4.23921 3.12779 1.7551 9.95481 5.37414
internal_count=3121 2178 2004 943 824 624 375 174 336 321 249 237 254 249 227 123 100 90 200 179 124 215 183 161 145 124 104 49 1750 167
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=4 12 43 42 1 42 151 43 160 16 124 41 160 0 1 133 16 15 1 42 15 14 3 52 160 14 34 139 150 133
split_gain=0.733193 0.629007 0.57809 0.545948 0.595802 0.707584 0.527846 0.507413 0.456278 0.491889 0.646811 0.472956 0.468362 0.459929 0.429634 0.503349 0.447083 0.416722 0.41682 0.407805 0.383698 0.356575 0.580898 0.432783 0.312375 0.306141 0.350283 0.413613 0.445271 0.487617
threshold=0.27044500000000005 0.051320000000000005 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.27559499999999998 -0.23229999999999998 -0.090969999999999981 0.22339500000000004 0.14970500000000003 0.075585000000000013 0.090195000000000011 -0.060129999999999996 0.083135000000000014 0.083950000000000011 -0.013324999999999998 -0.10653 0.11588000000000001 -0.095284999999999995 0.19724500000000003 -0.10708499999999999 0.31299000000000005 -0.087284999999999988 0.088405000000000011 -0.46885499999999997 -0.11726499999999999 -0.073429999999999981 -1.0000000180025095e-35 -0.40071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 7 -2 -5 -9 11 -11 12 13 14 15 -10 -17 18 -3 -1 -7 -4 23 24 -23 -8 -27 -28 -29 -30
right_child=6 3 21 4 -6 20 25 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00079445685931667286 -0.0025505965179573958 -0.0030941168789524413 -0.0027512382566273787 0.0021561942021223364 0.0021735245674356445 -0.002996907880008223 -0.00066259412651886306 -0.0030628090655685372 -0.0031521162157261001 -0.0032084338938604003 0.0036547631862223228 -0.003121262181323341 -0.0023189425443649616 0.002240017015047347 0.0016334497472320435 0.0021265399838155414 -0.0030283436349993406 -0.0030981016974949835 0.0038663823636088468 0.0017028368506136471 0.0020172979288137988 -0.0030268389749111457 0.0030712226027457472 -9.1135577043851247e-05 0.00050834037304237794 -0.00096306809191197074 -0.0020026452372788649 -0.0014009628537766012 -0.0028538729706236504 0.0026911342882982962
leaf_weight=0.77444773656316135 0.38781636999919999 0.14297090849140648 0.53418457205407222 0.63250842690467823 0.63174027344212014 1.6005193007877094 0.74938162346370507 0.65070172818377781 0.60547950759064473 0.89377207955112659 0.14482440054416656 0.38633653114084143 0.51022148632910092 1.2389928908087227 0.83392354880925257 0.50561083841603294 0.21877763705560893 1.5276308810571233 0.17205236852169037 2.5398987812222904 0.15163299348205317 0.85984251950867363 0.46148044778965402 6.0520329242572259 0.30815973051358014 0.48560726409777988 0.24578773276880417 0.30753498198464591 0.15169810503721359 2.8133758661570005
leaf_count=27 15 44 31 14 22 489 44 210 163 147 1 35 91 24 97 67 125 669 1 163 4 87 47 187 11 13 5 13 7 268
internal_value=0 -0.000432683 5.72329e-05 -0.000953416 -0.000647688 -0.00086054 0.000828951 -0.000410026 -0.000681065 -0.000390727 -0.00225141 5.87605e-05 0.000372729 0.000776324 -6.17905e-05 -0.00112483 0.000569677 -0.0024475 0.000707413 0.00111931 -0.00256297 -0.000371225 -0.000205715 -0.000415166 -0.00209414 0.00110468 0.00143544 0.00176648 0.00204956 0.00240744
internal_weight=0 22.3777 11.53 10.8477 9.00504 8.3733 5.1412 6.62115 5.98864 5.33794 1.0386 4.29934 3.91301 3.40278 2.16379 1.32987 0.724388 1.84265 0.315023 3.31435 1.75215 8.2157 7.68152 7.22004 1.168 4.75339 4.004 3.5184 3.27261 2.96507
internal_count=3121 2756 553 2203 1489 1467 365 974 960 750 148 602 567 476 452 355 192 714 45 190 493 363 332 285 98 350 306 293 288 275
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 3 3 12 3 39 48 50 16 2 47 1446 4 4 49 2 51 47 16 42 160 1 48 52 16 1 16 9 15 3
split_gain=2.86049 1.29968 1.28829 1.20373 1.14016 0.910467 0.920485 1.27695 1.33 1.31398 0.736668 0.966765 0.730572 0.91578 0.703625 0.942668 0.68411 0.659006 0.641485 0.689552 0.629896 0.62581 0.620356 0.597114 0.560913 0.559537 0.500731 0.532559 0.427004 0.632972
threshold=0.091615000000000016 -0.12018999999999998 0.0051600000000000005 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.12649500000000002 0.11392500000000001 0.15891500000000003 0.098035000000000011 0.086785000000000015 0.092110000000000011 -0.083854999999999985 -0.084134999999999988 0.0034800000000000005 0.11093500000000002 0.13705500000000001 0.10980000000000002 0.67964000000000013 0.10077000000000001 -0.091944999999999985 0.080000000000000016 -0.064549999999999982 -0.087769999999999987 0.023255000000000001 0.11551000000000002 -0.51370499999999997 -1.0000000180025095e-35 0.013270000000000002 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=1 14 12 10 5 6 7 8 9 22 11 -2 13 24 15 21 -8 -12 19 -10 -4 -1 -5 -22 -3 26 -24 -28 29 -11
right_child=3 2 20 4 -6 -7 16 -9 18 28 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012939538441487073 0.0017960583678425716 -0.0018418504426425588 -0.0019073570084372025 0.0013482346023179254 0.0013724249290592732 0.0020155018450492084 -0.0020426449191177521 -0.001906363129191038 -0.0019025016350807829 0.0017851671035714149 -0.0011270054320349843 -0.0017979588563615794 -0.0016138463221891384 0.002559207661094764 0.0013429089767232609 0.0013687155935132784 -0.00013474623993574159 0.0011166510810484511 0.001339859760975941 0.00026869948941271176 -0.0012994698110259362 0.00034951239446683139 -0.0023332806514940758 0.00015613788888027438 -8.3816902777984772e-05 0.00054142656378912218 0.0013867642104315315 -0.00072044553604619658 -0.00017824334620156697 0.0002826706269319328
leaf_weight=2.1917138493154229 2.9553756089881094 1.1103535697329796 0.74442178942263115 0.79491306655109539 1.784673056565224 0.62352687679231067 1.4846013840287917 1.1571750773582596 1.8849845044314859 2.8408317328430712 0.85049230139702536 0.27186954580247391 8.1722042961046082 0.28690973552875476 1.1360212538857011 0.9172794185578822 1.0799256600439546 0.89239232242107391 0.33589396066963662 0.65587423741817463 1.1648946120403705 1.1887665023095904 0.54992445558310166 4.8013932397589079 1.3230429030954836 1.6455075237900016 0.4521483406424579 3.391770302783689 0.77813475672155608 1.3885901188477872
leaf_count=76 238 272 30 18 87 23 32 74 161 88 18 4 1443 12 28 9 16 29 10 9 49 49 5 70 31 22 5 167 15 31
internal_value=0 -0.000713365 -0.000954051 0.000170709 -2.1572e-05 -0.000152072 -0.000225365 -6.15884e-05 8.34479e-05 0.000353673 0.000977278 0.00149329 -0.00134133 -0.000522639 6.63589e-05 -0.00027107 -0.00123923 2.17923e-05 -0.0010289 -0.00134205 -0.000325442 -0.000716019 -0.000166373 -0.000128064 -0.000886004 -0.00036573 -0.000705462 -0.000472581 0.00106343 0.00129187
internal_weight=0 23.037 17.6032 25.8186 20.8485 19.0638 18.4403 15.8757 14.7186 11.8418 4.97013 3.22725 10.8925 2.72031 5.43378 4.29776 2.56453 1.74288 2.87675 2.54086 6.71071 3.38048 6.83426 5.96629 2.4334 6.03935 4.39384 3.84392 5.00756 4.22942
internal_count=3121 2069 1907 1052 763 676 653 605 531 351 289 242 1758 315 162 134 48 47 180 170 149 125 217 119 303 199 177 172 134 119
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=1 12 3 0 3 39 16 50 47 157 12 12 1 4 48 2 14 457 4 1 12 4 43 43 2 3 47 48 1446 46
split_gain=2.49133 1.30667 1.18996 1.14952 1.38513 0.888395 1.02196 0.886201 1.2542 0.726054 0.720968 0.804418 0.822042 0.869717 0.628179 1.17674 0.814227 0.679465 0.698433 0.715504 0.805378 0.602432 0.995771 0.696133 0.662246 0.976889 0.577393 0.760716 0.67114 0.561754
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 -0.060129999999999996 0.086245000000000016 0.15619500000000003 0.064860000000000015 0.10647500000000001 0.12033500000000001 -0.06266999999999999 0.084100000000000022 0.08401500000000002 1.0000000180025095e-35 0.042705000000000007 0.11951500000000001 0.11548000000000001 -0.10708499999999999 -0.072694999999999996 0.24564500000000003 0.094465000000000007 0.091325000000000003 -0.49405499999999997 -0.52440999999999993 -0.084794999999999995 0.10097500000000002 -0.52915999999999996 0.086785000000000015 0.10396500000000002 0.089705000000000021 0.13702000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 7 8 9 -3 11 12 -1 -14 15 16 -11 -18 19 -19 -21 22 -5 -23 -25 -26 28 -28 -2 -9
right_child=1 2 -4 21 -6 -7 -8 29 -10 14 -12 -13 13 -15 -16 -17 17 18 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0019048137454239734 0.0018089610479289685 0.0016947498822304774 0.0014268936799393898 0.0010505956310356778 -5.4777806818877532e-06 0.0020793788501463017 -0.0011749300854787474 -0.001780294949142551 -0.0020014572851082004 -0.0019110937471661252 -0.0017619569173664541 0.002183239357104239 -0.00092111542034728911 0.0018477840228373521 -0.0014319963213984329 0.0019659477199218123 -0.0018468703437172936 -0.0019502527047326505 0.00093404770029819673 0.0010527701520885722 -0.0011922143913674903 0.0010832556356327294 -0.0016376135242421866 0.00047173453058035707 0.0022055252941790204 -0.0017170449751405118 -0.00098758087617338911 0.0015306452012146677 -0.0012339095821936497 0.00061551964485463077
leaf_weight=1.7726059311535229 2.8255116802174629 1.2067810501903338 1.7806822350248683 0.65901782922446761 3.5447365790605536 0.58924797363579173 3.3376494285184881 1.4395074127241958 0.86488964920863587 0.68437131494283931 6.1293419874273241 0.30123389093205322 1.4248213334940372 0.54518821649253357 0.78979851584881622 1.270373588427901 0.51446769479662702 0.68903601262717673 3.5954253543168306 1.4769569635391238 0.89026534068398167 2.0322318943217397 1.7531449007801709 1.9243339691311105 0.26017531752586354 1.4540718651842324 0.8995342534035442 0.7772733848541975 0.27662060223519791 0.44545505382120598
leaf_count=216 236 37 87 8 58 23 199 93 22 10 1465 11 70 10 11 51 11 61 67 25 60 48 70 25 2 86 18 29 6 6
internal_value=0 0.000187155 -2.62244e-05 -0.000680486 -0.00100911 -0.000171639 -0.000248733 -2.58124e-05 0.000161121 0.00032936 -0.00135882 -0.000747766 -0.000983675 -0.000154839 0.000163103 0.000301226 3.184e-05 0.000217391 0.000377049 -0.000278211 0.000208476 -0.000122764 -0.000903178 0.000209197 -0.000278985 -0.00112171 0.00106117 0.000179727 0.00153762 -0.00121412
internal_weight=0 24.3538 19.5749 21.8009 13.7179 17.7942 17.205 13.8673 11.9824 11.1175 10.1732 4.04385 3.74262 1.97001 9.91069 9.1209 7.85052 7.16615 6.65168 3.05626 2.36722 8.08298 2.41216 5.67081 3.63858 1.71425 4.77894 1.67681 3.10213 1.88496
internal_count=3121 1052 763 2069 1830 676 653 454 355 333 1772 307 296 80 296 285 234 224 213 146 85 239 78 161 113 88 289 47 242 99
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=4 12 151 1 151 9 3 3 1456 48 4 15 50 16 16 41 15 4 4 456 52 43 1 15 47 13 4 3 0 1
split_gain=2.98515 2.07074 1.5973 1.38319 1.07571 1.0493 1.03579 1.01669 0.874188 0.931643 1.05624 0.926009 0.852853 0.762498 0.988048 0.699107 0.696051 0.813215 0.679205 0.673094 0.653528 0.643169 0.556673 0.554006 0.710984 0.815379 0.555993 0.501398 0.481787 0.691332
threshold=0.27834500000000006 0.079890000000000017 -0.27559499999999998 0.13021500000000003 -0.086769999999999986 -0.036024999999999995 0.10732000000000001 -0.097604999999999983 -1.0000000180025095e-35 0.092265000000000014 0.033845000000000007 -0.016799999999999995 0.11875500000000001 -0.16927999999999996 -0.29154999999999992 0.078065000000000009 0.024640000000000006 -0.42529999999999996 -0.0024449999999999997 0.077935000000000018 -0.15275999999999998 -0.11720999999999999 0.094090000000000021 -0.11033999999999998 0.085270000000000026 0.17001000000000002 -0.27825499999999997 -0.011549999999999998 -0.060129999999999996 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 4 -2 6 19 -6 7 15 -7 11 -11 18 -4 14 -9 20 17 21 22 -1 -3 -13 -10 -22 25 26 -25 -19 29 -28
right_child=2 3 12 -5 5 8 -8 13 9 10 -12 16 -14 -15 -16 -17 -18 27 -20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0015357628010767548 -0.001530968858311039 -0.0016675195788907193 0.0010312129269724267 0.00095273768497765809 0.0018005951173068239 -0.0017291141110677103 0.00022399793655013237 -0.0016836468939321547 -0.00092771480825604819 0.0010313036066058518 -0.00067166197223007481 0.00044625694961034887 -0.00087594934200437274 -0.0015255677495004253 0.00063287170249487349 -0.0017051717959098876 -0.0010011653556026207 -8.6635931770569162e-05 -0.0012227241903517594 -0.00043056971892913774 -0.0018676935493819947 -0.0018085543783326863 0.0010430361099361951 -0.00072976985079727086 0.0017379593939681631 -0.0017924985312706219 -0.0016781814567986401 0.0011609900023077338 0.0014895534201857517 0.0010313461180916021
leaf_weight=1.7228986374102562 0.82361004501581092 0.78404011693783093 7.322902543935923 1.1804500361904491 0.69670437509194627 1.0140672908164656 2.0643908120691767 0.89625200489535961 0.77553665824235263 3.021095259115099 1.4488749182783065 0.62909022718667984 0.68981973454356182 8.7725529833696765 1.105883921030913 1.0991639168933032 1.3896497753448782 1.3659794777631757 4.1582945089321592 0.64264858607202757 0.41539537208154786 0.7404901655390852 0.76599676860496402 1.1338878087699411 0.62264138227328647 0.67166694742627431 0.43158666021190606 2.3665046109817753 1.0362090375274471 0.61250549531541765
leaf_count=61 15 97 311 28 36 47 19 78 20 81 29 6 14 1715 25 60 45 23 106 18 11 35 31 27 9 59 39 47 12 17
internal_value=0 -0.000405967 0.000643514 -0.000771178 -3.91917e-05 -0.000173196 -0.00087476 -0.00100377 -0.000250996 -0.000161033 0.000479312 -0.000395813 0.000867024 -0.00131718 -0.000404113 -0.00050769 2.76345e-05 0.000307849 -0.00087809 0.00100157 -0.000277094 -0.00077285 5.15626e-05 -5.56941e-05 0.000111256 -0.000149395 0.000193964 0.000704396 0.000697453 -8.86661e-05
internal_weight=0 41.5645 8.83633 20.8266 20.7378 18.3723 19.6462 17.5818 17.6756 16.6615 4.46997 12.1915 8.01272 10.7747 2.00214 6.8071 6.49171 5.10206 5.69983 2.36555 5.70793 1.36958 1.54153 4.92389 4.5085 3.88586 3.21419 3.73248 2.0803 1.04409
internal_count=3121 2781 340 2196 585 506 2168 2149 470 423 110 313 325 1818 103 331 156 111 157 79 271 41 51 174 163 154 95 70 68 56
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=1 12 3 38 3 3 11 47 130 4 2 49 14 1 160 48 12 14 148 376 3 457 457 42 52 2 2 16 42 43
split_gain=3.11738 1.82509 1.24104 1.20452 1.01825 1.14841 0.92318 0.908003 0.986614 0.794835 0.793767 0.886375 0.575711 0.572906 0.545944 1.16031 0.863437 0.6166 0.697564 0.534457 0.561197 0.988091 0.456375 0.446679 0.384233 0.377143 0.354282 0.304132 0.239547 0.217216
threshold=0.098700000000000024 -0.064509999999999984 0.16158000000000003 0.10657000000000001 -0.12018999999999998 -0.047929999999999993 0.080455000000000013 0.090280000000000013 -1.0000000180025095e-35 -0.013125 0.10803500000000001 0.0034800000000000005 0.018475000000000002 0.080000000000000016 -0.079009999999999983 0.12879500000000002 0.11903500000000002 -0.46885499999999997 -0.079549999999999996 0.049360000000000008 0.090900000000000009 0.082380000000000009 -0.079829999999999984 -0.085499999999999979 -0.090859999999999982 0.097845000000000015 0.081135000000000013 -0.042349999999999992 -0.080354999999999982 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 22 6 -6 10 8 -3 12 11 13 -10 -1 -11 16 17 -16 -19 20 26 25 -2 -9 -20 -22 -7 -4 -21 -25
right_child=1 2 27 -5 5 19 -8 23 9 14 -12 -13 -14 -15 15 -17 -18 18 24 28 21 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012339104364866745 -0.00037903319945676244 0.0014036978914745847 0.0016210876171244898 -0.00075125870138790791 -0.0014348382514411413 -0.00065096897563210064 -0.0014987099559344551 -1.1581314104462083e-05 -0.0014920942204635632 -0.0010601975416090136 0.0011242721873241095 0.0010175989559163597 0.00071568163818934557 0.00024763276944217026 -0.00062982375540596906 -0.0015157669686195624 -0.00105268504333753 -0.00051738176461629511 0.00021585678514853563 -0.00056629048923022307 -0.0013713182043813416 0.00057182641715368605 0.0016268528126105 -0.000656450505100531 0.0016072943820597714 -0.00037740946203042205 -0.0015043257958545068 0.00010242154321021337 0.00060813389110630372 -0.0013590610080634925
leaf_weight=2.2146881232038136 0.32437564944848496 0.86841957643628553 0.87713951244950294 0.88171810191124667 12.790571797871964 1.7755404822528342 1.4869535947218535 1.0217828098684547 1.9981451337225791 1.2458605743013373 1.0856408532708881 0.86497815325856198 0.3488601860590278 0.93276309734210361 0.74338012747467086 0.95240129530429829 0.86731980927288521 0.65508972108364671 0.64289697352797404 0.83180617168545723 2.2352447723969822 1.4923771210014818 2.3627826462034163 1.5581738385371862 2.2302586561999944 1.6827609771862624 3.9338069604709744 0.53314553340896853 0.91949566220864543 3.8166167335584751
leaf_count=59 12 46 62 18 1793 34 58 12 123 23 13 22 10 32 14 8 12 17 13 15 53 22 228 46 72 24 147 21 27 85
internal_value=0 -0.000180613 -0.000382315 0.000857007 -0.000955581 -0.00109832 -0.000399315 -0.00050124 -0.000215483 -0.000360681 -7.86547e-05 -0.00040413 -0.00116393 -0.000794848 -0.00010374 9.18833e-05 0.000389829 0.00068272 0.000959266 -0.000763914 -0.000892152 -0.0005262 0.00138472 -0.000972663 0.00129595 -0.00094444 -0.00123894 0.00104697 5.0324e-05 -0.00115537
internal_weight=0 21.9284 18.3595 3.56888 32.2466 25.6616 6.58502 16.9492 10.5526 9.68421 5.09807 4.01243 2.34701 3.14745 7.33721 6.09135 5.13895 4.27163 3.52825 12.871 11.1197 5.41038 2.68716 6.39657 2.87316 3.91801 5.70935 1.41029 1.7513 5.37479
internal_count=3121 822 564 258 2299 2115 184 481 338 292 126 113 133 91 159 136 128 116 102 322 280 99 240 143 85 77 181 83 42 131
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 151 43 52 12 42 12 42 15 4 12 48 14 3 52 2 3 49 157 160 52 52 3 48 2 42
split_gain=0.765211 0.668732 0.563337 0.603168 0.675427 0.514925 0.512314 0.469267 0.552077 0.5225 0.433543 0.394892 0.36663 0.356051 0.350869 0.4081 0.332534 0.518279 0.466838 0.310872 0.295555 0.294273 0.38583 0.286627 0.275611 0.498295 0.284311 0.264875 0.258255 0.481746
threshold=0.27287000000000006 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.27559499999999998 -0.04890499999999999 -0.15275999999999998 0.090455000000000021 0.084050000000000014 0.099400000000000002 -0.095284999999999995 0.19724500000000003 0.24564500000000003 -0.040564999999999997 -0.064549999999999982 -0.22253999999999999 0.30112000000000005 -0.085984999999999992 0.113445 0.10732000000000001 0.10595500000000001 -0.077809999999999976 0.09389500000000002 0.086040000000000019 0.083680000000000018 -0.097604999999999983 -1.0000000180025095e-35 0.10699500000000002 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 6 13 4 7 -2 11 -4 9 24 20 -1 -6 -3 -7 -16 -8 18 23 -17 -10 22 -20 -18 25 26 -9 -13 29 -29
right_child=5 2 3 -5 12 14 16 8 10 -11 -12 27 -14 -15 15 19 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010007970215206337 -0.0030520401941166852 -0.0038018094727851298 -0.0037627809440702702 0.0025180177944868708 -0.0036627062505969047 0.0035665749057357736 -0.0034761891097303019 0.00024868719750857393 0.00082848230104399156 -0.0037249795280332653 -0.001408368558505235 -0.001091004105728201 0.0022873334212973862 0.00048180060643770745 0.0038110865944325622 -0.000540988619971481 -0.0037678002154735973 0.0027903453983333546 0.0021013589761300602 0.0017446001656079826 0.0038829109815619288 0.0018202276693391052 -0.00086471555849655722 0.00038759343056448038 -0.0039591824111434235 0.0043740295043801607 -0.0037548618604260845 0.0024493338806703489 0.0039643220607487274 -0.003008470496677415
leaf_weight=0.83648886578157577 0.39727006340399373 1.5721471132128524 0.58464580425061274 0.67504277289845127 1.6369025348103603 0.8081370994914322 0.47461542044766147 0.90711678820662178 1.9166837587254129 0.96365312905982126 0.96310962014831591 0.34908051672391671 0.15586878545582283 0.32113050250336517 0.56166947074234519 1.9894545075949275 0.88404750579502234 0.68988278124015767 0.69037217227741887 1.3886551777832208 0.56331008486449707 0.88217697106301773 4.7458736430853694 0.3074546504067257 0.24993778811767686 0.31803130544722069 0.33334241918054675 1.1661579598439846 0.87296850094571699 0.27458726242184628
leaf_count=28 15 704 188 23 489 154 27 36 92 508 25 16 4 14 43 50 89 59 23 90 7 22 137 10 21 4 96 97 40 10
internal_value=0 -0.000577154 -0.00123258 -0.000856141 -0.00112122 0.00100225 2.37405e-05 -0.000587546 -0.00028886 -0.0015202 0.000702508 0.00122109 -0.00314539 -0.00307524 0.00134148 0.000885061 -0.000459274 -0.000284651 -0.000567129 0.000398559 0.00152227 -0.000165761 -0.000488041 -0.00269554 -0.000345348 0.000234209 -0.000827167 0.00191908 0.00237322 0.00140915
internal_weight=0 23.3346 11.1609 9.26764 8.5926 5.14519 12.1737 6.79983 6.21518 2.77208 3.4431 3.49928 1.79277 1.89328 4.74792 3.93978 8.67442 8.19981 7.50992 3.37811 2.47999 6.31842 5.43625 1.1915 1.80843 1.55849 1.24046 2.66279 2.31371 1.44075
internal_count=3121 2769 2211 1493 1470 352 558 977 789 665 124 191 493 718 337 183 367 340 281 140 99 182 160 99 157 136 132 163 147 107
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 12 3 39 4 48 150 15 14 42 52 457 9 4 52 157 47 1446 47 44 1 13 43 1 16 16 0 159
split_gain=2.74467 1.31191 1.42442 1.21704 1.19655 1.00315 1.05301 1.1365 1.04863 0.84309 0.930748 0.831714 0.797122 0.744045 0.900531 0.738096 1.01029 0.713471 0.706125 0.951244 0.683917 0.629518 0.498088 0.496138 0.488404 0.460766 0.757346 0.606209 0.516672 0.412402
threshold=0.091615000000000016 -0.060129999999999996 -0.10607499999999999 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.23246000000000003 0.11926500000000002 -0.088794999999999985 -0.098289999999999975 0.062655000000000016 0.092620000000000022 0.13796000000000003 0.080930000000000016 -1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 -0.080544999999999992 0.086785000000000015 0.092110000000000011 0.10980000000000002 0.13740500000000003 0.077565000000000009 0.11596500000000001 -0.084794999999999995 0.10612500000000001 -0.5315899999999999 -0.29154999999999992 -0.11437499999999999 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 5 6 8 12 -5 -1 17 15 25 14 -10 16 -3 -11 19 -2 -20 29 -19 24 -17 -8 -27 -28 -29 -16
right_child=3 11 -4 4 -6 -7 7 -9 13 10 -12 -13 -14 -15 21 23 -18 22 20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0018401410529984676 0.0019492489787518827 -0.0021157557012033649 -0.0016873989915139331 0.0017327102740304482 0.0014886648096793002 0.0022595654373043215 0.001921975354978194 -0.0017930095830569607 0.0016652621664364317 0.0019043650396143499 -0.0020594454577613141 -0.001512566923426473 -0.0011908128031015749 0.00028581789933769048 0.0010171525809222013 0.0012478391526177495 0.00096141486869420517 -0.0011396172543485642 -0.00122620116955497 -0.00193521280215207 0.0012554907602805939 0.00092704632252770382 0.00044219400511247661 0.0016070228661782221 -0.00027995984284631003 -0.00057633834947902539 0.0021246044641018507 -0.00042543018263943696 0.0013309308382621308 -0.0015899652978424981
leaf_weight=1.3343797223642466 3.0226491237990589 1.1180905997753132 7.8558946922421473 0.66071748360992089 1.9303245646879066 0.65964214410632749 1.1171916797757129 0.96180617623031128 0.42594574205578073 0.88273982517421234 0.78752622706815589 1.4310937135014681 0.96519597247242916 1.7789332051761446 0.25195243582130089 1.199482279364019 0.68765817862004031 1.2141747765708717 0.85289682354778029 0.27442421577870835 0.9224624396301806 0.46134965494275082 2.2978870403021574 1.3002875326201317 2.7481477365363389 1.7478924756869667 1.2935804747976356 1.3276886157691481 1.3460504449903976 6.2114455036353204
leaf_count=83 238 54 1595 9 87 23 26 20 5 13 60 77 17 33 5 25 11 47 18 4 29 5 32 18 54 34 47 15 27 410
internal_value=0 -0.000746892 -0.00111461 0.000200242 -1.06132e-05 -0.000161274 -0.00024736 0.000255834 -0.000697567 -0.000424116 -5.95082e-05 -0.000124002 0.000508551 -0.000873448 -0.001154 0.000157719 -0.00094392 0.00029887 0.001079 0.00162593 6.32661e-05 -0.00132742 -0.000104663 0.000536781 0.00018426 0.000748616 0.000519251 0.00100194 0.000458781 -0.00148834
internal_weight=0 22.8574 14.3726 26.2121 21.1397 19.2094 18.5497 8.75941 9.79034 6.51671 5.18233 8.48476 7.7976 9.12963 7.35069 7.05367 1.80575 4.3948 5.07243 3.29707 1.77536 6.92475 3.51206 5.24792 3.94763 6.8324 5.71521 3.96732 2.67374 6.4634
internal_count=3121 2069 1830 1052 763 676 653 186 467 235 152 239 166 458 425 162 65 92 289 242 47 420 79 97 79 149 123 89 42 415
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 0 484 2 15 150 48 1429 4 42 148 1374 457 42 11 52 160 3 1 15 43 4 3 0 151 133 2 2 40 2
split_gain=0.749829 0.914776 0.567385 0.653795 0.58227 0.511407 0.505854 0.498683 0.648872 0.608887 0.511233 0.491511 0.66179 0.482691 0.565992 0.558235 0.531346 0.481075 0.465284 0.463688 0.44997 0.477611 0.464044 0.510689 0.614219 0.378375 0.361389 0.461283 0.267237 0.25449
threshold=0.077565000000000009 -0.059114999999999994 -0.0068949999999999992 0.14753000000000002 0.035560000000000008 0.097210000000000005 0.14174500000000004 -1.0000000180025095e-35 0.50500500000000004 0.10256000000000001 -0.084449999999999983 -0.094929999999999987 0.069910000000000014 0.097315000000000026 0.088215000000000002 -0.40306999999999998 -0.091944999999999985 0.11296500000000002 0.11146500000000002 -0.037864999999999989 -0.074359999999999996 -0.065794999999999979 -0.13927999999999999 -0.12333499999999999 -0.0077149999999999988 0.10622000000000002 0.084055000000000005 0.083995000000000014 -0.0087249999999999984 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 6 28 7 -4 9 10 -9 -12 13 14 15 -13 19 26 -6 -17 -18 -22 -23 24 -24 29 27 -1 -2 -3
right_child=2 25 3 -5 18 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 20 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002577178768711792 0.00032579705001145734 -0.00072184686168317766 -0.0025716105619449951 0.0033829927582204743 -0.0029250603634484659 0.0017605258647697449 -0.003058502712069951 -0.0027818274769365269 0.0033842471138818401 -0.0022296481093530976 -0.0013828221725316176 -0.0034545388315262563 0.0029624991155859821 0.0038731236000760045 -0.0028275910753813014 -0.0033857165711179815 0.0026274390681076073 0.00042871988601710922 0.00040344145908436036 0.00083163976468396395 0.0036118338011695119 0.0034832672704997775 -0.0018009252752061587 -0.0017272174865156581 0.0020313686413875494 -0.0025769543548604988 -0.0033499743961966865 0.003658848114364011 -0.0030629603506031181 0.0009486359450776087
leaf_weight=0.38454982329858722 0.32031104713678371 1.724492597626522 0.56020319613162861 0.72931031999178131 1.126821367361116 0.41032567247748364 0.45466623560059893 0.4651775951497229 0.88186016050167459 0.88023201469332057 1.0620533321052743 0.34515306365210463 1.5920060971984646 0.48110788501799184 0.54384235525503744 0.55763247143477201 1.8425062398891885 0.60069976001977909 0.78801505197770882 0.59502568538300493 0.54001272749155438 0.4441269198432537 0.66221018880605598 1.3502573661971928 1.5257899102289214 0.59650039381813247 2.5766219677752815 0.19862638297490776 1.2990348583553013 2.4202571806963533
leaf_count=128 13 39 85 103 313 12 16 21 127 35 26 49 87 17 35 44 107 9 34 24 17 14 29 69 44 44 1313 10 164 93
internal_value=0 -0.00107324 0.000109703 0.000303346 0.000168844 -0.00155303 0.000392155 0.000501645 0.000626683 0.000437984 0.00063355 0.000771203 0.000989501 0.000636087 0.000450831 0.000677591 0.000867309 -0.00229714 -0.00155528 -0.00120863 0.00124325 0.00067931 0.000281659 -0.000120211 0.000871504 -0.000102511 -0.00281535 -0.000453225 -0.00239265 0.000253604
internal_weight=0 8.50175 19.4577 17.428 16.6987 2.02967 14.7839 14.3292 13.769 12.8871 12.0069 11.5417 10.4797 8.88766 8.40656 7.86271 7.51756 3.7605 1.91484 1.15266 6.3649 4.5224 3.98238 3.53826 2.188 4.74125 3.1598 0.583176 1.61935 4.14475
internal_count=3121 1636 1485 1296 1193 189 846 830 745 618 583 562 536 449 432 397 348 1460 347 68 280 173 156 142 73 176 1451 138 177 132
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=31 4 39 1348 11 1456 2 123 13 15 16 1 52 151 133 43 43 47 156 484 452 52 457 15 0 52 132 13 16 403
split_gain=0.659839 0.642563 0.548843 0.522792 0.599249 0.57423 0.57258 0.457261 0.526602 0.563241 0.680685 0.622548 0.467233 0.407753 0.39636 0.50655 0.552345 0.495557 0.439905 0.463007 0.374214 0.330882 0.383608 0.313156 0.449219 0.31384 0.299859 0.417382 0.366286 0.299094
threshold=-1.0000000180025095e-35 0.27044500000000005 0.16946000000000003 0.084620000000000015 0.080320000000000016 -1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -0.53104499999999988 -0.074054999999999996 -0.008904999999999998 0.09253500000000002 0.096795000000000006 -0.27559499999999998 0.088385000000000005 -0.074359999999999996 -1.0000000180025095e-35 0.13439000000000004 0.089770000000000016 -1.0000000180025095e-35 0.085195000000000007 0.091820000000000013 -0.0029299999999999994 -0.095869999999999983 -0.23091999999999999 0.077655000000000016 0.083835000000000007 -0.086589999999999986 0.042200000000000008 -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 4 5 20 14 8 -8 11 -11 -10 26 -3 15 17 -17 18 19 -7 -2 22 -18 -24 -25 29 27 -12 -29 -26
right_child=1 13 -4 -5 -6 6 7 -9 9 10 12 -13 -14 -15 -16 16 21 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0033347454635576099 -0.003230284445588262 -0.0025000402288534221 0.0035493722302389783 0.0022086030025306011 -0.0032198046683479219 -0.0032107330723138462 -0.003563742620059116 0.0028887073935603808 -0.0031650684652677558 -0.0017208578141884472 0.0023692761071671216 0.0027105547767602642 0.002139406981663912 0.0010095306796152122 -0.002633879888193069 -0.0032145720450936287 -0.0032694332798835239 -0.0034506262138870062 -0.0032688145537463839 0.0011447456415617863 0.0034950620714581213 -0.0033587073060711218 -0.0018329912300042732 0.003414418279103981 0.0024356143628948158 0.0025573596359263259 0.0026591806503303548 0.0018490342741807504 -0.0032998561812492325 -0.0010213793119686447
leaf_weight=0.50705208652653055 1.0696421515313179 0.35481276549398888 0.32282544812187453 0.64243719971272994 0.88044484175043081 0.2618243253091358 0.38032404333353032 0.6086020863149314 0.2070612356183118 1.9236442334949964 0.24811058444902245 1.3184058850165454 1.2491110010887494 4.4343229206278911 1.1317332010366943 1.1475649523199685 0.45631429768400256 0.34132691984996189 0.28242939856136207 3.233567480929211 0.088931746780872234 0.45196899934671808 0.92458439408801485 0.39055328536778677 0.28179332450963679 0.35678806871874247 0.23950333369430143 0.17137537733651731 0.68577602977165952 2.0937100542359666
leaf_count=86 276 15 13 48 137 123 4 46 98 135 13 82 39 312 411 417 19 6 50 297 1 82 45 6 9 55 19 10 86 181
internal_value=0 -0.000293515 -0.000527042 -0.000589507 -0.000677517 -0.000562992 -0.000427446 0.00027896 3.16895e-05 0.000257973 -0.000300899 0.00191302 0.000752156 0.000749517 -0.000864941 -0.0006691 -0.0012452 0.000184495 0.000512929 0.000818496 -0.00271405 -0.000789162 -0.000531298 -0.000222596 0.000254196 -0.000197525 -0.000536419 -0.00122889 -0.00227041 -0.000611295
internal_weight=0 26.1795 21.3904 21.0675 20.4251 19.5446 18.3861 7.03191 6.42331 6.04299 4.51752 1.52547 2.59388 4.78914 11.3542 10.2224 6.10328 4.11915 3.77782 3.49539 1.15857 4.95571 4.50374 4.04743 3.12284 2.73229 1.34477 1.10526 0.857151 2.3755
internal_count=3121 3035 2708 2695 2647 2510 2233 532 486 482 302 180 167 327 1701 1290 814 476 470 420 277 397 315 296 251 245 128 109 96 190
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=484 1213 160 1 475 150 14 133 128 1429 39 48 454 4 11 457 1373 49 0 0 3 4 13 16 133 0 146 42 16 133
split_gain=0.601579 0.671507 0.621569 0.528208 0.492573 0.476445 0.465039 0.465112 0.537111 0.434737 0.443374 0.469548 0.411261 0.501564 0.45532 0.453817 0.451509 0.476826 0.616751 0.720844 0.527363 0.402408 0.476416 0.393491 0.389685 0.423135 0.684326 0.528939 0.384629 0.350325
threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.40698999999999991 0.11323000000000001 -0.086004999999999984 0.097210000000000005 0.076975000000000002 0.10622000000000002 0.085400000000000018 -1.0000000180025095e-35 0.092870000000000022 0.12737000000000001 -1.0000000180025095e-35 0.40473500000000007 0.081365000000000007 0.5717850000000001 0.10355500000000002 -0.10774499999999999 -0.10607499999999999 -0.076234999999999983 -0.10831999999999999 -0.49405499999999997 -0.53104499999999988 -0.056919999999999991 -0.37971999999999995 -0.20211999999999997 0.12035500000000002 -0.39990999999999993 0.25084500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 28 6 -2 -1 7 8 9 -4 11 12 -11 14 15 16 17 20 -19 23 -14 -21 -23 29 -5 -26 27 -27 -3 -20
right_child=1 2 3 24 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 19 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.002204395908939226 0.0029894905780679347 -0.0027511126654861302 -0.0029782647135922747 -0.0024042609622672421 -0.0026962647444849605 0.0012947943925159743 -0.0028662465614659486 -0.001986437095372085 -0.0030319353914222886 -0.0021932332443004854 -0.0020447470989063436 -0.0031929325843469991 0.0028986694171916428 0.0028447018580833295 -0.0021710239375511602 -0.0030830123684158247 -0.002839695616132649 0.0019420380103659692 -0.0028874189779254157 -0.00054781377850981658 -0.0024758200542337456 -0.003169910043481355 0.0018349949123832405 -0.0027366215181556541 -0.001176402471119441 -0.0013789947697549515 -0.0031067190319938594 0.001991549290875398 0.0031569192552317565 0.0011848784922184874
leaf_weight=1.88810810633004 0.14175707846879948 0.90074947761605162 0.34396744280821501 0.2760150572285055 1.1509621929726623 0.38866815122310061 0.48968278628308404 0.93034843885107044 0.43526806950103569 0.4512941737193622 0.63630208070390004 0.29143420921173024 0.19535743910819292 0.77480128023307848 0.52330451266607347 0.272993244230748 0.29379778692964542 3.4117994416155817 0.23955830279736889 0.99025715747848142 0.66954462067223808 0.16660729795694385 2.8961392905912131 0.75689505931222811 0.5976214394904672 0.42703429982066143 0.26385027170181263 3.9813413388328618 0.10157025093212724 0.64916777121834901
leaf_count=487 4 212 87 11 469 16 45 254 89 35 41 18 4 53 52 6 14 118 185 26 59 2 178 206 23 6 3 351 2 65
internal_value=0 -5.69178e-05 6.17135e-05 0.000167573 -0.00207278 -0.00160705 -0.000106414 -1.58879e-05 0.000115076 0.000216069 0.000299186 0.000417716 0.000503325 0.000606105 0.000449359 0.000579433 0.000676795 0.000780364 0.000974245 0.000394821 -0.00126187 0.00104707 0.00156274 -0.00121161 0.000929305 0.0011039 0.00139558 0.00166505 -0.00215242 8.71807e-05
internal_weight=0 23.2594 21.9667 20.9644 1.29272 2.27678 15.4185 14.9288 13.9985 13.5632 13.2193 12.583 12.2915 11.8402 11.0654 10.5421 10.2691 9.97533 9.11042 5.69862 0.864902 4.053 3.06275 1.64562 5.54586 5.26985 4.67223 4.40838 1.00232 0.888726
internal_count=3121 2618 2145 1931 473 503 1537 1492 1238 1149 1062 1021 1003 968 915 863 857 843 780 662 63 206 180 456 394 383 360 357 214 250
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=31 4 39 480 42 376 12 159 48 51 148 1348 1456 11 1374 403 156 15 4 43 133 4 49 160 151 4 0 12 49 475
split_gain=0.56633 0.534085 0.504712 0.470169 0.5232 0.4769 0.43992 0.439657 0.429236 0.471194 0.374799 0.343845 0.382028 0.382286 0.377092 0.388835 0.392172 0.356142 0.586851 0.492337 0.551413 0.471499 0.460269 0.377755 0.40376 0.37958 0.483225 0.521565 0.357198 0.333878
threshold=-1.0000000180025095e-35 0.27834500000000006 0.16946000000000003 0.084710000000000021 -1.0000000180025095e-35 0.048375000000000008 -0.040564999999999997 0.10519500000000001 0.12230500000000001 0.11144500000000002 -0.083019999999999983 0.084620000000000015 -1.0000000180025095e-35 0.080320000000000016 0.091490000000000016 0.096440000000000012 0.091255000000000017 -0.095869999999999983 0.24564500000000003 -0.15323999999999996 0.10622000000000002 -0.49405499999999997 -0.080089999999999981 -0.090969999999999981 -0.089309999999999987 -0.083854999999999985 -0.10607499999999999 0.090455000000000021 0.51130000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 9 10 -8 12 -6 14 15 16 17 18 22 -19 21 -21 -14 28 -25 -26 -27 -28 -23 -12
right_child=1 6 -4 -5 5 -7 8 -9 -10 -11 29 -13 13 -15 -16 -17 -18 19 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0036645117861573576 -0.0017952733578126359 0.0034717515308750695 0.0038628192151363996 -0.0035279485798455066 -0.002803050526699412 0.002284615176921316 -0.0022548631974588351 -0.0029503887710137671 -0.0028740612356551042 -0.003034862621951 -0.0012819820438735986 0.0024828780553428935 0.0022822480780592554 -0.0035282819885326874 -0.0036384587774513145 -0.0034621365841053285 -0.0023193701019274776 0.0028328805326319089 0.0017861285021003477 -0.0034115488361058095 -0.0034118017481545772 -0.0035720997245219091 -0.0031236347947303819 -0.0026050224693274049 0.002525114318956597 0.0015398372735129892 -0.0026917125253634478 0.0013718146146907558 0.0036952581041275155 0.002257159660516581
leaf_weight=0.44612793310079979 3.1909304725704812 0.64445381448604155 0.31099400366656382 0.64881145261460815 0.73489072558005375 0.8545404265169062 0.32553248107433441 0.77337782055838111 0.44112581619992841 0.34771216847002495 0.3816880758386122 0.53705262823496092 0.22769665392115723 0.40987231582403261 0.35635175445349965 0.38122858374845314 0.7506111303810038 1.0499087611679012 0.62809304811526079 0.35110912250820714 0.45975922694196913 0.41459967114496965 1.1944046629942067 0.36204218491911699 1.7897496489458733 2.5380809208145378 0.88176037091758563 0.67877016984857619 0.10240500792860985 2.1289752561133333
leaf_count=86 796 118 14 218 192 65 12 140 19 8 20 35 10 98 31 107 110 25 16 25 154 96 109 58 41 82 226 83 2 125
internal_value=0 -0.000298007 -0.000540975 -0.000611877 -0.000510524 -0.000245632 0.000818925 -0.000393508 0.000347309 0.000793625 0.00126299 -0.000250716 -0.000361004 -0.000218306 -0.000106798 -2.36863e-07 0.000115239 0.000286374 -0.00101911 0.000596578 0.000286756 0.000525632 -0.00225808 0.000729903 0.000966678 0.00118628 0.000601651 -0.000924236 -0.00213263 0.00171912
internal_weight=0 23.8965 19.627 19.316 18.6672 15.4763 4.26949 14.6218 3.62503 3.18391 2.8362 13.8484 13.3113 12.5764 12.1666 11.8102 11.429 10.6784 2.05019 8.62819 7.57828 7.11852 1.4221 6.76741 6.2504 5.88836 4.09861 1.56053 0.517005 2.51066
internal_count=3121 3035 2733 2719 2501 1705 302 1640 184 165 157 1500 1465 1273 1175 1144 1037 927 135 792 767 613 119 588 490 432 391 309 98 145
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 47 12 12 3 3 50 4 2 48 42 51 159 11 13 48 1374 151 150 12 15 1 147 475 1 13 16 43 43 12
split_gain=2.63563 1.10334 1.07416 1.04731 1.03171 1.28219 0.967146 1.08046 0.684554 0.834341 0.711567 0.608435 0.593683 0.636985 0.616413 0.566743 0.703307 0.671909 0.602045 0.533526 0.532049 0.540321 0.514999 0.489234 0.460319 0.696865 0.644064 0.522697 0.445167 0.432441
threshold=0.098700000000000024 0.086785000000000015 -0.040564999999999997 0.079890000000000017 0.10732000000000001 -0.097604999999999983 0.11720500000000002 -0.17966999999999997 0.13404500000000005 0.12879500000000002 -0.098769999999999983 -0.076794999999999988 0.091235000000000024 0.080455000000000013 0.17001000000000002 0.10096000000000001 -0.094929999999999987 -0.086769999999999986 0.09487000000000001 0.085440000000000016 -0.0072999999999999992 0.094090000000000021 0.10271500000000001 -0.034084999999999997 0.13146500000000003 -0.041739999999999992 -0.5335399999999999 -0.023869999999999995 -0.11720999999999999 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 -2 15 5 12 7 -4 9 10 -9 -12 13 14 19 16 -1 -18 20 -5 21 -19 -13 -22 26 -26 -3 29 -25 -28
right_child=1 24 6 4 -6 -7 -8 8 -10 -11 11 22 -14 -15 -16 -17 17 18 -20 -21 23 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=-0.0022668712912788792 0.0018856886826334508 0.00075523048655288388 -0.0018302942585026207 -0.00096752983528381603 0.00043888570925125909 -0.0017709019907164857 -0.0020608480042685314 -0.0010726532653795679 0.0020558601394412468 -0.0013008032491269176 -0.00058132337983273202 0.0015148660920890503 -0.0020782184231433287 -0.0020011758377343285 -0.0020808068843238639 0.0014170521233505754 0.0015609583511938846 -0.0016672546852242467 0.0014972110142766144 0.0010268222743410474 0.0012538242911793946 0.00015609682426983822 -0.00016498471558002817 0.00094383975834494481 0.0018200680386305569 -0.00038466760266414986 0.00062302808628156737 -0.0018535698403144931 -0.00074225930054854601 -0.0012807913264750882
leaf_weight=0.6582893989980193 2.3407464688643822 0.96389794349670399 0.67560962634161015 0.67931343475356731 1.6356403771787871 6.727514744270592 0.57473618164658624 0.73142052954062631 1.3035560990683732 0.86122885160148133 0.82635002816095759 4.2066682367585617 0.70018285512924183 0.58199700457043935 0.39068779814988364 0.79140133364126164 0.79030050151049991 2.115993382874874 0.63657803367823351 2.1492942566983402 0.87598526896908868 0.88778151408769179 0.84300818853080262 0.76653417851775918 0.85650600492954287 1.55002368055284 0.91258906526491068 1.6601127560716111 2.8167353933677122 0.92392070684581995
leaf_count=9 228 23 80 42 18 1702 24 12 72 12 24 147 50 51 51 18 22 113 12 60 29 21 13 10 24 31 27 50 91 55
internal_value=0 0.000339035 0.000689222 -0.000643043 -0.00101666 -0.00122868 0.00040979 0.000560085 0.000744184 0.000515249 0.000751957 0.000979076 -0.000418323 -0.000112577 0.000228852 -0.000178182 -0.000310403 -0.000165529 -0.000333986 0.000547862 -0.000490183 -0.00112835 0.00123443 -6.03085e-05 -0.000291435 0.000400018 -0.000664485 -0.00105585 -0.000381568 -0.000334755
internal_weight=0 19.2304 12.3633 23.2042 12.8646 11.229 10.0226 9.44784 8.77223 7.46868 6.60745 5.87603 4.50148 3.80129 3.2193 10.3396 9.5482 8.88991 8.09961 2.82861 7.46303 3.00377 5.04968 4.45925 6.86705 2.40653 4.46052 3.49662 3.58327 1.83651
internal_count=3121 822 612 2299 1974 1956 384 360 280 208 196 184 254 204 153 325 307 298 276 102 264 134 160 130 210 55 155 132 101 82
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=1 3 3 52 1446 12 3 151 49 47 47 50 11 52 52 49 2 1 47 4 43 43 474 160 48 147 4 42 0 13
split_gain=2.47186 1.29525 1.21206 1.07422 0.991515 1.00272 0.849703 0.789973 0.724211 0.675958 0.711004 0.657581 0.652586 0.579734 0.85462 0.56877 0.560818 0.649393 0.53938 0.716349 0.757579 0.649837 0.52709 0.514966 0.516904 0.584973 0.420345 0.85443 0.842536 0.454099
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 0.31299000000000005 -0.40381499999999992 0.10595500000000001 0.086785000000000015 0.10980000000000002 0.10965000000000001 0.080455000000000013 0.11434500000000002 0.096795000000000006 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.093140000000000014 -0.17966999999999997 -0.25681499999999996 -0.072864999999999985 0.084660000000000027 -0.079279999999999975 0.12879500000000002 0.10271500000000001 -0.083854999999999985 0.083995000000000014 0.13134000000000004 -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=1 12 26 -2 5 9 7 -7 11 -5 -11 18 15 14 22 16 17 -1 19 -9 -21 -20 -4 -22 25 -25 27 -3 -29 -28
right_child=3 2 13 4 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 21 20 23 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.0010726559140759142 -0.0019338815332225596 -0.0019545766449591425 -0.00071335723315111275 0.0018766022135165959 -0.0019048237103397227 -0.0019971761056941078 0.0019526914510471381 -0.0017814104575359787 0.0012768443003355193 -0.0011632741450981895 0.0014921083827714281 -0.0016740089531493234 -0.0014114493773389016 -0.0019401029535947756 0.0015779472947147748 0.0017207941946445892 0.0013687700501169287 0.00094618177019343153 0.00038641253248077409 -0.0016623275191834362 -0.00057839725086405178 -0.0012829791603257853 0.00071576745190146944 0.0014098207055484562 -0.00070219463537801871 -0.00017100549684273721 0.0021718292625338555 0.0016616059861631963 -0.0020379308713454058 -0.0017806870040190962
leaf_weight=1.6710646608844433 0.78536484926007943 1.0144974244758516 5.6934564874973113 2.4953220051247693 0.69201481924392183 0.631210376042877 0.94506245944649059 0.514377183280886 1.8996302178129543 0.68919171579182126 0.78151585347950459 0.78597458871081549 0.81023711734451342 0.82292602071538556 0.82291044667363156 0.99129684548825014 0.90976001974195231 0.88523022038862098 1.579294784460217 0.52671304717660028 0.97577716177329321 1.82610929501243 1.1220126613043246 4.3912497309502081 0.64364243857562531 1.0542722288519142 0.10750292986631649 0.71435818728059508 0.32542841322720051 5.8688176404684764
leaf_count=59 119 243 175 231 29 18 62 15 38 17 28 53 51 32 10 23 10 31 31 12 41 47 37 169 12 21 1 50 18 1438
internal_value=0 -0.000660862 -0.000923641 0.000253313 0.000337387 0.000415994 0.000200613 8.89462e-05 0.000181697 0.00127259 0.000247763 1.25249e-05 0.000161853 -0.000420316 -0.00025658 0.00044784 8.37735e-05 -0.000373544 0.000127678 0.000395058 0.000542526 -0.00050878 -0.000478084 0.000706905 0.000912872 0.00110377 -0.00145396 -0.000710287 0.000503739 -0.00170959
internal_weight=0 21.7595 16.4919 21.2167 20.4314 19.7393 15.7733 14.8283 14.197 3.96603 1.47071 12.2974 5.26759 8.46131 7.63838 4.45735 3.46605 2.55629 11.5114 8.10603 7.59165 3.4054 6.81547 7.06494 6.08916 5.44552 8.0306 2.05428 1.03979 5.97632
internal_count=3121 2178 2004 943 824 795 519 457 439 276 45 401 174 254 222 123 100 90 348 270 255 78 212 243 202 190 1750 311 68 1439
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 50 128 0 48 4 160 14 11 159 150 49 2 43 1 3 13 4 16 51 148 1429 51 15 49 4
split_gain=3.06464 1.52234 1.58194 1.40866 1.26288 1.033 1.07001 1.00264 0.845354 0.999721 0.975394 0.88361 0.823022 0.777574 0.745404 0.674135 0.840133 0.649478 0.635579 0.59351 0.566983 0.566563 0.52582 0.892208 0.490367 0.716217 0.452904 0.449168 0.446859 0.418063
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.26636999999999994 0.086785000000000015 0.11644500000000001 0.086435000000000012 -0.062294999999999996 0.12879500000000002 -0.17966999999999997 -0.40698999999999991 0.077685000000000018 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0034800000000000005 0.11093500000000002 -0.073404999999999984 0.080000000000000016 0.086245000000000016 -0.15416999999999995 0.24564500000000003 0.22339500000000004 0.087505000000000013 -0.080634999999999984 -1.0000000180025095e-35 -0.42597499999999994 -0.10203999999999998 -0.006494999999999999 -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=1 12 20 26 5 6 8 13 9 -5 -11 24 15 -6 -15 16 18 -4 -1 -19 -3 27 23 28 -12 -26 -2 -16 -21 -22
right_child=3 2 17 4 7 -7 -8 -9 -10 10 11 -13 -14 14 21 -17 -18 19 -20 22 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010125155703898075 0.00051018011407736956 0.0020571751302605173 0.00058296721370162095 -0.0012949543781367858 -0.0017806123739957862 -0.0011272327882638632 -0.0012297581936405162 0.0012331716862070169 -0.0005297302045728288 -0.0014372273311908407 4.6660762829555075e-05 -0.00047889150524532535 -0.0013930667628471696 -0.0016184070678842695 -0.0015773228757143456 0.0014789727759821046 0.0013585993990058586 -0.001350096830962932 0.00066564518828942623 -0.00018864295271953593 -0.00080982679874672082 0.00056246263538600207 -0.0012712310196261226 -0.0011498296281864274 -0.00095078670086800134 0.0014916780409781087 -0.0014069774690631854 0.00012949142205179734 0.001144297056933924 -0.0016155434653345867
leaf_weight=1.9626595210284028 0.44025512458756599 0.13988026976585644 1.6536740821320561 0.55533769540488798 1.1723707339260725 0.96398705337196666 0.79336422821506936 1.121586937457322 1.245315322652458 0.44300173176452595 0.85395239852368199 0.89776905253529626 0.93461110326461483 0.94922593608498562 0.86175010958686393 1.1948407310992477 1.0123025458306072 2.2033442521933431 0.99640930676832784 1.3992669163271783 2.5228632830549049 2.6136955432593822 1.2686189170926807 1.389422809705138 0.36536995833738828 9.3089686618186587 2.0004208190366652 0.94841364957392271 1.5549466200172903 7.4684770414605719
leaf_count=59 10 1 33 21 52 41 27 30 23 16 20 11 51 20 17 23 10 116 31 19 311 40 30 32 6 447 135 27 24 1438
internal_value=0 -0.000661838 -0.000894192 0.000175203 0.000305866 0.000587974 0.000702295 -0.00026177 0.000814428 0.000949155 0.00105415 0.00115075 8.46618e-05 -0.000517934 -0.000242426 0.000351995 1.29289e-05 -0.000391333 -0.000447427 -0.000597482 -0.0013642 5.2818e-05 -0.000302008 -1.89336e-05 0.00128971 0.00139943 -0.00106116 -0.000683058 0.000512948 -0.0014121
internal_weight=0 25.7013 19.6005 25.5348 23.0941 15.4271 14.4631 7.66704 13.6697 12.4244 11.8691 11.4261 6.10082 6.54546 5.37309 5.16621 3.97137 9.46927 2.95907 7.8156 10.1312 4.42386 5.61226 4.34364 10.5283 9.67434 2.44068 1.81016 2.95421 9.99134
internal_count=3121 2178 2004 943 798 612 571 186 544 521 500 484 174 156 104 123 100 254 90 221 1750 84 105 75 473 453 145 44 43 1749
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=1 158 50 1446 2 124 38 3 49 52 3 483 52 151 376 49 2 2 43 39 47 4 50 49 132 34 3 47 42 47
split_gain=0.602581 0.486227 0.517029 0.457044 0.498377 0.479797 0.704226 0.433382 0.442728 0.462519 0.487261 0.391924 0.369662 0.367023 0.362691 0.360172 0.383507 0.35978 0.338239 0.375126 0.383859 0.43012 0.34481 0.357571 0.303818 0.347512 0.392979 0.331662 0.644229 0.311654
threshold=0.091615000000000016 0.084765000000000021 0.07826000000000001 0.091555000000000011 0.14753000000000002 -0.043384999999999993 0.10386000000000002 -0.12018999999999998 0.006170000000000001 0.11434500000000002 0.090900000000000009 0.10263000000000001 -0.43320999999999993 -0.27559499999999998 0.091135000000000008 0.0034800000000000005 0.11093500000000002 0.10097500000000002 -0.40263499999999991 0.11593500000000001 0.13148500000000005 -0.17966999999999997 0.10647500000000001 0.10595500000000001 0.081240000000000021 -0.038779999999999995 -0.20241999999999996 0.11402500000000002 -1.0000000180025095e-35 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 14 12 -7 -14 -9 16 17 -1 -15 20 21 -20 23 24 25 -23 -27 28 -28 -30
right_child=3 -3 -4 -5 -6 11 -8 8 -10 -11 -12 -13 13 18 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00039524192826516683 0.0036152125676596398 -0.0043269431848818145 -0.0042529903454696597 -0.0041397791919817991 0.0035483841247313827 -0.0042684654442163468 -0.0046251088845249196 -0.0015176500213396214 -0.0039607164691419991 -0.0044382499742112776 0.0013992214649816313 -0.0044014995153120583 -0.0039612774577590477 -0.0037265485657932513 0.0043766620059618837 0.0038905581692510924 0.0029916856699749648 -0.0040362889115001296 -0.0042056213220792709 0.0041637259337234606 -0.0022191131705921823 -0.0031899759764987333 -0.0030215530810482265 0.0045318868361217159 0.0037936373875001946 0.0043800356073666969 -0.0045394068849026114 0.0035769575660080473 0.0010643409990552485 -0.0022925626663489831
leaf_weight=1.0299187880591478 1.3136464746203227 0.73291852854890827 0.70805382687831375 0.39754465292207974 0.86962314776610661 0.33826770511222726 0.2154356907121836 3.5690183569677179 0.83040347462519992 0.53352427517529566 1.9329599378397686 0.36102297541219819 0.36106981057673238 0.34588278853334031 0.19656010484322894 0.57638571690767992 0.59565894864499558 0.47899687848985184 0.31495371996424282 0.48033602791838426 0.94192134495824564 0.41967770073095767 0.39316016825614486 0.48823882313445199 0.5515375476097687 0.49767752690239841 0.48086768126812973 0.54457079875282932 3.7094703300972887 0.5693043207284062
leaf_count=68 179 215 394 35 109 119 6 863 303 142 46 32 20 16 3 17 9 9 17 23 31 14 69 16 52 25 38 19 211 21
internal_value=0 -0.00100077 -0.000767516 0.000323068 0.000457509 0.000239461 0.00245422 -0.000514226 -0.00106316 -0.000677066 -0.000324926 -7.41675e-05 7.55188e-05 0.000221026 -0.00120997 0.000931824 0.000121508 -0.00101152 0.000376106 0.0005272 0.000331186 0.00063261 0.000831685 0.00104032 0.000788626 0.000522234 0.000790755 0.000453984 9.66714e-05 0.000617694
internal_weight=0 11.1844 10.4515 13.5942 13.1967 12.327 1.52908 9.74343 7.06247 6.23206 5.69854 10.798 10.4369 10.0987 3.76558 2.68096 2.10457 1.50892 9.7376 9.39172 8.91138 7.96946 7.6545 7.26134 6.77311 6.22157 5.80189 5.30421 4.75964 4.27877
internal_count=3121 2069 1854 1052 1017 908 185 1460 1357 1054 912 723 691 572 866 103 86 77 552 536 513 482 465 396 380 328 314 289 270 232
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=1213 484 160 52 133 1 14 475 133 150 39 0 146 42 1373 454 457 52 1429 15 3 0 0 4 31 4 13 1374 16 40
split_gain=0.539962 0.568308 0.531513 0.469397 0.488331 0.546705 0.450727 0.447412 0.422718 0.413794 0.400459 0.384021 0.704532 0.50207 0.363305 0.365923 0.384155 0.411895 0.396409 0.408796 0.44778 0.38748 0.904113 0.486005 0.369683 0.347322 0.359395 0.32167 0.304993 0.293193
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 -0.43320999999999993 -0.40071499999999999 0.11323000000000001 0.076975000000000002 -0.086004999999999984 0.10622000000000002 0.097210000000000005 0.092870000000000022 -0.20211999999999997 0.12035500000000002 -0.39990999999999993 0.099250000000000019 -1.0000000180025095e-35 0.5717850000000001 0.11434500000000002 -1.0000000180025095e-35 0.095175000000000023 0.14121000000000003 -0.10607499999999999 -0.074479999999999977 -0.42529999999999996 -1.0000000180025095e-35 -0.083854999999999985 -0.077944999999999987 -0.094929999999999987 0.25084500000000004 0.14601000000000003
decision_type=2 2 2 2 2 2 2 2 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 28 -4 -5 6 8 -1 10 -2 14 -7 13 -13 15 -6 17 18 -17 20 21 27 24 -24 -23 26 -26 -20 -3 -10
right_child=1 2 3 4 5 11 -8 -9 29 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033515204414760373 -0.0023909857963734125 -0.0030475420404862449 -0.0022682529108596877 -0.0031836852839138082 -0.002397282458484036 -0.0012399204612895513 -0.0032082497194414238 -0.0030072829160009483 -0.002743324943424066 0.0014333945435409752 -0.002188075178810713 -0.0015281491319694438 -0.003506229173212611 0.0023478441604449646 -0.0031632036097809547 -0.0032735670996127792 -0.0032688048466077277 -0.0016725950810289512 -0.0003867535529200299 -0.0018012430580573464 0.0035411751994973268 0.0036741304142307528 -0.00057410568095833268 0.002137242418169974 0.004120277575114851 -0.0028883378952302458 -0.0032517770893494523 0.0021754929527838178 0.003440375996113893 0.0035383800878710657
leaf_weight=0.13007567450404156 1.6797513035126095 0.77692129381467268 0.78458103490994346 0.41539260640275699 0.43355536571472164 0.55044215044472355 0.43490198103245425 1.0679255010909425 0.74738041753880757 0.36001553002279241 0.64656236977316517 0.38789793103933368 0.26224259473383416 3.6039185835397793 0.28777337749488729 0.23331676505040988 0.25796420825645405 0.69962664396734986 0.61863370984792743 0.51849436713382679 0.75531732244417149 0.12555777654051925 0.99408353073522482 2.2856493665603317 0.16839775443077087 1.1813346733688361 0.11775553610641831 3.0195927687455004 0.084152273717336357 0.086916079744696617
leaf_count=4 469 212 244 119 34 23 34 487 239 16 45 6 3 325 16 28 7 56 9 39 21 5 35 105 1 328 75 132 2 2
internal_value=0 -8.65251e-05 7.57792e-05 0.000185042 0.000287247 0.000365532 3.41913e-05 -0.00231686 0.000141199 -0.00171599 0.000291931 0.00130434 0.00163354 0.0019712 0.000429015 0.00051962 0.000634842 0.000728798 0.000896502 0.000995936 0.00115245 0.000940462 0.000343629 0.00131544 -0.00165711 -0.00211325 0.00108659 0.00173982 -0.00241348 -0.0020889
internal_weight=0 22.5181 20.4784 19.6173 18.8327 18.4173 13.6128 1.198 13.1779 2.03977 12.3436 4.8045 4.25406 3.99182 11.6971 11.4093 10.9757 10.7178 10.0181 9.78482 9.26632 8.51101 4.87278 3.27973 1.59305 1.46749 0.286153 3.63823 0.861074 0.834296
internal_count=3121 2630 2145 1931 1687 1568 1211 491 1177 485 936 357 334 331 891 875 841 834 778 750 711 690 549 140 409 404 76 141 214 241
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 1446 52 3 3 1456 1365 12 3 1 4 11 2 38 0 51 51 133 16 15 14 0 51 394 150 4 51 43 4 13
split_gain=2.91515 1.22376 1.34252 1.16963 1.49796 1.07569 1.07682 0.943009 1.04208 1.02887 1.03573 0.814724 0.733099 0.729295 0.719613 0.704041 0.778074 0.682094 0.693081 0.650371 0.735012 0.614331 0.607422 0.593687 0.564425 0.591571 0.846816 0.545296 0.510676 0.566404
threshold=0.094385000000000011 0.091555000000000011 -0.40306999999999998 -0.12018999999999998 -0.028564999999999997 -1.0000000180025095e-35 0.088010000000000019 0.090995000000000006 0.083060000000000009 0.13686500000000004 0.50822500000000004 0.080455000000000013 0.14445500000000003 0.084835000000000008 -0.10607499999999999 0.08955500000000001 -0.096089999999999981 0.0068000000000000014 -0.0083599999999999976 0.024640000000000006 -0.22253999999999999 -0.23051499999999997 -0.42247999999999991 -0.081984999999999988 -1.0000000180025095e-35 0.25615500000000008 0.09364500000000002 -0.088004999999999986 -0.0016099999999999997 -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 22 11 -5 -4 7 8 13 10 14 17 19 23 -9 16 -6 18 -1 20 -10 -18 -2 -7 -22 26 -26 -23 -29 -30
right_child=1 -3 5 4 15 6 -8 9 12 -11 -12 -13 -14 -15 -16 -17 21 -19 -20 -21 24 27 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00017414563918955112 0.00062918698195071486 -0.0017786080404316126 -0.0013333267179782408 -0.0013494322902943845 -0.0018133024900118945 -0.0003037776005256163 -0.0017484389093893606 0.00027486684719771413 -0.00099732763513930888 0.0018718775612614009 0.00184935057775265 -0.001432226660143001 0.0018283828801175968 -0.00045037262140238196 -0.0011836492176866115 -0.0014541627956598103 0.001353891491916098 -0.00089049767923383646 0.0013332276336552804 -0.0011647571614831244 -0.00068302661020588267 0.0010101441037707896 -0.0018313351135450997 0.0017266665252938928 -0.00053822312338730981 0.001892255746004975 0.0013723448600376647 5.6076470550442235e-05 0.00055581798967665791 -0.0015126054396778963
leaf_weight=1.6054120247717945 0.4122873987071215 0.87606082973070343 0.99444308155217243 8.7282604898791796 0.78222712711430986 0.48140151984991231 0.6161566749215116 1.7342170537449413 0.9404072482138871 0.77680460549890984 0.60476974211633194 0.92122926027514029 0.98241823073476542 0.6128201913088559 2.5789255662821229 1.5029742419719703 0.92948033940046837 1.046554321888834 2.2390422713942857 0.91274176537990559 0.77548419311642636 1.0193779040127982 1.2105487852823014 5.3142331577837325 1.3212740281596782 1.3609360591508446 1.5398587612435219 3.2966533121652883 0.53086256049573366 1.7226500071119524
leaf_count=44 10 30 46 1750 58 13 16 29 18 35 14 51 58 15 123 39 14 40 39 21 19 12 122 266 26 55 27 48 7 76
internal_value=0 0.000252613 0.000329414 -0.00060702 -0.000822137 0.000445074 0.000531123 0.000601575 0.00084236 -5.88277e-07 -0.000296352 7.81479e-05 0.000413993 0.00136596 -0.000597213 -0.000351751 -0.000151673 0.000362629 0.000703761 0.000211164 0.000422661 2.16524e-05 -0.00120623 0.00155801 0.000689866 0.00094203 0.000490043 -0.000166837 -0.000383009 -0.00102534
internal_weight=0 24.0458 23.1697 24.3247 18.5125 21.5469 20.5524 19.9363 14.2416 5.69472 4.91791 5.81224 7.83312 6.40845 4.31314 9.78423 8.28125 4.89101 3.84445 6.8507 5.93796 7.49902 1.62284 5.79563 4.99755 4.22207 2.86113 6.56954 5.55017 2.25351
internal_count=3121 943 913 2178 2004 781 735 719 518 201 166 174 224 294 152 254 215 123 83 166 145 157 132 279 127 108 53 143 131 83
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=1 484 1456 2 3 49 15 133 3 12 13 2 0 48 52 49 2 1 160 133 13 11 3 2 0 457 43 38 16 12
split_gain=0.532048 0.468509 0.405579 0.447707 0.404562 0.457947 0.425996 0.404505 0.555012 0.380255 0.487709 0.394235 0.552359 0.476455 0.369145 0.325245 0.425468 0.351462 0.323893 0.340162 0.288011 0.422121 0.335903 0.462248 0.481041 0.410965 0.332555 0.329441 0.288831 0.467383
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.14753000000000002 -0.12018999999999998 0.006170000000000001 0.095175000000000023 0.10622000000000002 0.10732000000000001 0.092355000000000007 0.15641500000000003 0.098035000000000011 -0.11756999999999999 0.086260000000000017 -0.43320999999999993 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -0.51146999999999987 -0.25159999999999993 -0.080759999999999985 0.087830000000000005 0.12178000000000001 0.090790000000000023 -0.11437499999999999 -0.033289999999999993 -0.40263499999999991 0.10657000000000001 -0.54928499999999991 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 -1 -2 14 15 6 7 8 9 10 11 12 13 -6 -4 16 17 -3 -16 -20 21 27 23 24 -22 -25 -26 -21 -28 -30
right_child=2 4 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 18 -17 -18 -19 19 20 22 -23 -24 25 26 -27 28 -29 29 -31
leaf_value=-0.0035871367675068223 -0.0027141631750747294 -0.0021156259398015325 -0.0035821669975534347 0.0030125104078691529 0.0016330728357861512 -0.0032532561961316321 -0.0037227128064242169 -0.0036948230345480279 0.002325424025498444 -0.0037192490308281191 0.0038649453446491172 0.0029555569866382496 -0.0025101960306934848 -0.0019725186510037703 -0.0036307798646213977 0.0028921807315316944 0.0024940010083869578 0.0012939111750700182 -0.0034154789632565084 0.0028123723593752488 -0.0036375742384326063 -0.0022589634749195613 -0.001448973589110782 -0.001371657579632618 -0.0037104897616165576 0.0022973239217259967 -0.0041978894826572759 -0.0013527314538757718 0.002888533028513151 -0.00024504185532887217
leaf_weight=0.6937486135866483 0.53249746491201122 1.1254870604607274 0.30560303619131168 0.80018203216604966 1.2188415392301966 0.99242543813306827 0.52972577430773515 0.43738627003040154 0.94717034138739098 0.45863879862008605 0.32395755313336838 0.34610952821094532 1.6650127702741926 0.74220674252137531 0.24800875992513916 0.59384236461482931 0.60854086792096485 0.57493568758945901 0.27536192751721777 1.7617815475678034 0.46498467354103423 0.30018341168761242 1.234148448333144 0.46304945624433491 0.24639892508275396 2.2584422656800598 0.1499618791276548 0.27654286846518505 0.92765851307197111 1.6916051518055608
leaf_count=397 51 56 118 111 34 375 204 180 17 108 5 17 685 19 21 24 10 47 26 169 11 11 36 18 10 162 3 8 87 101
internal_value=0 -0.00076288 0.00031224 0.000453556 -0.000577413 -0.00100476 -0.000670162 -0.000406776 -0.000154555 -0.000648578 -0.000320764 -0.000662137 -0.00100745 0.000268448 0.000260451 0.000550504 -5.17515e-05 -0.000962816 0.000374483 0.000473322 0.000582872 0.00166884 0.000241363 0.000577721 -0.000278728 0.00167306 0.000239179 0.00224729 0.000590611 0.000864769
internal_weight=0 11.258 11.9364 11.4039 10.5643 7.66147 6.66905 6.13932 5.70194 4.75477 4.29613 3.97217 3.62606 1.96105 10.6037 2.90281 2.30896 1.70042 10.2981 10.0501 9.77476 2.33851 7.43625 6.2021 3.48061 2.72149 3.01562 2.03832 2.76923 2.61926
internal_count=3121 2178 943 892 1781 1644 1269 1065 885 868 760 755 738 53 781 137 113 103 663 642 616 188 428 392 212 180 201 177 191 188
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=15 1456 15 142 160 43 40 1 156 15 14 3 457 457 1213 159 1373 38 133 1 4 2 151 1456 1453 13 4 1 3 15
split_gain=0.48333 0.434125 0.462522 0.483289 0.387555 0.526235 0.399626 0.360243 0.35924 0.358491 0.377008 0.465118 0.351201 0.611341 0.40192 0.386176 0.357458 0.379043 0.399339 0.312384 0.311513 0.523128 0.329196 0.331947 0.347727 0.340623 0.351888 0.436987 0.426769 0.462797
threshold=0.084050000000000014 1.0000000180025095e-35 -0.24436499999999997 -0.073359999999999995 -0.091944999999999985 0.24789500000000006 0.064905000000000018 0.11785500000000002 0.10441500000000002 -0.18895499999999996 0.076175000000000007 0.20828500000000003 -0.0029299999999999994 -0.14786499999999997 -0.082704999999999987 0.10407500000000001 -1.0000000180025095e-35 0.084835000000000008 0.10622000000000002 0.11146500000000002 -0.49405499999999997 0.11093500000000002 -0.23821999999999996 -1.0000000180025095e-35 -0.082454999999999987 -0.53104499999999988 -0.14098499999999997 1.0000000180025095e-35 0.10732000000000001 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 3 -1 6 8 -4 -5 9 -6 11 12 13 -11 -14 16 -16 18 20 -2 21 -18 -22 24 -24 -25 -27 28 29 -28
right_child=19 -3 4 7 5 -7 -8 -9 -10 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0034948566339946027 -0.0020998517204568472 -0.0024689498074198786 -0.0024022669645054982 0.00063058872473888063 -0.0022913236881241732 -0.0032876032366135556 0.0034067349715338432 0.0032857392996671997 -0.0027286657995201245 0.0026324880605643453 -0.0028936828465533733 0.0032300635257892459 -0.0032674292020356526 -0.0026156736816625977 -0.0019624263167392175 -0.0026109144076020612 -0.002267572077829141 -0.0018145087263734161 -0.0021432981200304952 0.00046401775363648644 -0.0025806311555553337 0.002676712015571887 0.0022706880256483635 -0.0034402486361117899 -0.0032918973396422295 0.0028932667257367583 -0.0019122464251395913 0.00170865420726349 0.0034236064517968044 0.0036925584128154492
leaf_weight=0.18485046271234784 1.9542231513187283 0.69901564007159223 1.1351757047232336 1.105788324377506 0.54935464099981501 0.46626712969737205 0.13391760829836119 0.97047430917154986 0.42779043095652092 0.29689482197863981 0.3579336773836993 0.56803864601533938 0.28577712160767887 0.92076206137426087 0.50253534049260906 0.37786727561615485 0.65957523247925287 0.53944715193938542 0.41228785511339161 0.63747595530003298 0.22167261084541223 0.32217710692202672 0.18174577440368012 0.1386394873261424 0.30346247169653651 1.6504044776665932 1.016591870982668 4.7239291121950373 0.25763455033302296 0.17460782884154458
leaf_count=4 1022 203 214 60 48 88 4 177 117 25 32 68 53 99 23 67 55 30 65 36 46 8 12 2 64 44 176 268 4 7
internal_value=0 -7.73402e-06 8.33633e-05 0.00143292 -0.000100191 3.94091e-05 -0.00178929 0.00187164 0.000143598 0.000228564 0.000328069 0.000413149 0.00028993 -0.00133604 0.000458167 0.00055089 0.000658478 0.000782707 0.00092194 -0.00146922 0.00105289 -0.000645029 0.00124519 0.00134559 -0.0012083 0.00150123 0.0015888 0.00124002 -0.000287945 -0.00109069
internal_weight=0 19.5846 18.8856 2.26111 16.6245 15.3554 1.26909 2.07626 14.8891 14.4613 13.912 13.5541 12.986 1.21766 11.7684 11.4826 11.1047 10.6022 10.0627 2.5917 9.65044 0.981752 8.66869 8.44702 0.485208 7.96181 7.82317 6.17276 1.44883 1.1912
internal_count=3121 2063 1860 241 1619 1401 218 237 1313 1196 1148 1116 1048 124 924 871 804 781 751 1058 686 63 623 577 76 501 499 455 187 183
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=4 12 151 3 14 43 49 42 3 0 47 52 15 16 484 15 43 42 13 3 2 132 12 48 1 457 151 160 150 15
split_gain=2.85521 2.28342 1.38516 1.28325 1.17204 1.10294 1.01347 1.0009 0.872294 0.781738 0.706423 0.705121 0.664311 0.850317 0.623586 0.610808 0.59899 0.572829 1.04934 0.505443 0.83064 0.914006 0.499992 0.625144 0.502573 0.496671 0.638726 0.583585 0.493353 0.47134
threshold=0.27044500000000005 0.084100000000000022 -0.27559499999999998 0.10732000000000001 0.076175000000000007 -0.04890499999999999 -0.063424999999999981 -0.095284999999999995 0.30112000000000005 -0.14116499999999996 0.085270000000000026 -0.085984999999999992 -0.11713499999999999 -0.16927999999999996 -1.0000000180025095e-35 -0.055554999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086705000000000018 -0.084074999999999997 0.11093500000000002 0.081465000000000024 -0.040564999999999997 -0.064549999999999982 0.13707500000000003 -0.0029299999999999994 -1.0000000180025095e-35 -0.082179999999999989 0.084495000000000015 -0.47006499999999996
decision_type=2 2 2 2 2 2 2 2 2 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 7 17 -1 11 -10 -8 -7 -12 -14 -9 -15 -13 -3 28 20 21 -16 -4 -24 29 -18 -27 -28 -19 -25
right_child=2 3 22 -5 -6 8 10 14 9 -11 12 16 13 15 19 -17 25 18 -20 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.00083525709196752393 -0.0018605392066401117 -0.0023248445934384077 0.0019637865270780196 0.00052773621955959512 -0.0019386823186178256 -0.0014202469594069747 -0.0017742734855509411 -0.0014312640291862992 -0.0013151540253499971 0.0020916075186040873 -0.0022004547516938154 -0.0017759258087047091 0.0013905241282607733 -0.0020653912887123468 -0.0021284696141997228 0.00027893753230825351 -0.0013150523450492912 0.00036024281603331919 0.0021318545408084174 0.0018900616100956298 0.0025007943500798793 0.0018884875372901942 0.0021366797649838951 0.0015851784473251518 0.0019378413910581672 0.001121927776906046 -0.0015834304354024181 0.00010986523060999695 -0.0018866666226772843 -0.00013760878869885387
leaf_weight=1.2239860254339872 0.73611961677670379 0.41584154730662737 1.8852634280920018 1.9594427132979024 1.2416682976763684 2.2945452386047718 8.8826765920966881 0.34140187478624273 0.3697727471590041 1.113635167479514 0.93083535414189134 0.87332843849435349 0.90913035441190082 1.0148112270981076 0.62666623061522775 0.83487074566073527 1.0671554030850519 0.85909888055175476 0.81501946132630099 3.0554895540699394 0.53599531389772892 0.37204803572967649 1.1281486889347423 0.80721667781472017 0.80426463531330217 2.0940681826323271 1.0158812501467762 4.813293373445048 0.75816679350100458 3.4595208694227058
leaf_count=30 15 13 156 24 57 102 1607 49 4 59 76 74 13 102 57 34 19 29 19 136 6 13 43 26 37 28 34 102 69 88
internal_value=0 -0.000475238 0.000805533 -0.00101978 -2.54042e-05 9.4595e-05 -0.00121642 0.000807927 -0.000227285 0.0012424 -0.00146413 -0.000406598 -0.000717467 -0.0002171 0.00121575 -0.00100726 -0.000170798 -0.000122954 0.000253498 0.00141263 0.000462095 -0.000632045 0.00104829 0.000769872 0.000465797 -1.48754e-05 0.000160241 -0.000185234 -0.000693098 0.000188322
internal_weight=0 38.4188 8.82053 17.3799 21.0389 19.7973 15.4205 6.15559 13.6417 1.48341 12.5723 12.1583 3.68965 2.75881 4.9316 1.84968 9.86373 2.84813 2.43229 4.5902 1.53471 0.998714 8.08441 6.19915 5.071 8.9904 7.92324 5.82917 1.61727 4.26674
internal_count=3121 2756 365 1986 770 713 1962 291 422 63 1832 359 225 149 261 136 257 130 117 212 76 70 350 194 151 183 164 136 98 114
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=31 4 403 480 1213 475 14 159 12 48 14 52 133 1374 457 15 1 52 3 133 3 4 13 147 48 2 4 4 52 0
split_gain=0.472904 0.452436 0.441349 0.421569 0.411276 0.41507 0.411833 0.374292 0.368042 0.369073 0.363948 0.334157 0.343541 0.351497 0.339885 0.342059 0.375762 0.369729 0.473819 0.43291 0.437855 0.836175 0.350453 0.312179 0.278299 0.266749 0.461507 0.325283 0.2764 0.401734
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.092474999999999988 0.084710000000000021 -1.0000000180025095e-35 -0.085719999999999977 0.076175000000000007 0.10862000000000001 -0.040564999999999997 0.12230500000000001 -0.46885499999999997 -0.43320999999999993 -0.25159999999999993 0.093235000000000012 0.5717850000000001 -0.11713499999999999 0.10089500000000001 0.11434500000000002 -0.15327499999999997 0.10622000000000002 0.090900000000000009 -0.0024449999999999997 -1.0000000180025095e-35 0.099730000000000027 0.10327000000000001 0.11093500000000002 -0.49013999999999996 -0.083854999999999985 0.098380000000000009 -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=-1 2 -2 4 5 -4 7 11 -3 10 -10 24 -13 14 15 -14 17 19 -19 20 21 25 -18 -12 -6 26 -17 -28 29 -29
right_child=1 8 3 -5 6 -7 -8 -9 9 -11 23 12 13 -15 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.003718060922460614 -0.0036084386371146213 0.0035602410297740548 0.0036945871685048325 -0.0036227695576011624 -0.0036358872615611165 -0.0036438869848628712 -0.003186807375818705 -0.0028392239289168255 -0.0018805654731546136 -0.0029029814072243521 0.0021868635931432128 -0.0036291699722588141 -0.0013895778704468369 -0.0032455513120645029 -0.0037631074355773796 -0.0024733524957942805 0.003106376364594422 0.0033298358983456064 -0.0034470202860430689 -0.0037964356913640675 0.0021219216175818244 -0.0026754350232332451 0.0007935968858115266 -0.00086953629336721959 0.0018309464290682316 0.0038270671085683114 0.002425252626005475 -0.00070725587062839235 -0.0043748446800975279 0.0036366640581818382
leaf_weight=0.3898228199104804 0.5707399210077807 0.55293238884769413 0.11376677826046944 0.50709630391793226 0.52623297175160644 0.76363996026340153 0.56049994018394578 0.59677102533169168 0.51695067598484579 0.38395779579877842 1.7650669681606803 0.29773224069504145 1.1908308732672654 0.35700880951481018 0.25200845301151353 0.53965462755877913 1.2475699553033339 0.1657405192963779 0.66167263098759566 0.29609690577490244 1.8379725996637715 1.102880926337052 2.5871810184326023 0.56729866564273823 0.15482447622343898 0.35602198797278095 1.3411419560434339 0.95453562209150211 0.16533794911811117 0.38334960932842621
leaf_count=86 357 118 4 190 240 416 72 125 18 19 128 136 121 30 7 25 121 5 183 32 49 135 73 19 14 9 89 273 13 14
internal_value=0 -0.000265622 -0.000508297 -0.000403968 -0.000304759 -0.00269236 -0.000170255 -5.76461e-05 0.000857973 0.00039585 0.000840382 5.7487e-05 0.000178986 0.000263353 0.000359111 0.000440081 0.000627278 0.000175847 -0.00208954 0.000444503 0.000632461 6.71848e-05 0.00154602 0.00144346 -0.00239311 0.000875941 0.000565463 0.00114201 -2.87051e-06 0.000537425
internal_weight=0 21.3165 17.5303 16.9596 16.4525 0.877407 15.5751 15.0146 3.78621 3.23327 2.84932 14.4178 13.7367 13.439 13.082 12.83 11.6392 7.80441 0.827413 6.97699 6.6809 4.84292 3.83475 2.33237 0.681057 3.74004 3.38402 2.84437 1.50322 1.33789
internal_count=3121 3035 2733 2376 2186 420 1766 1694 302 184 165 1569 1315 1179 1149 1142 1021 827 188 639 607 558 194 147 254 423 414 389 300 287
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=12 4 43 3 42 0 0 43 52 42 15 160 42 1 453 4 1 13 474 0 49 48 14 159 41 16 0 4 15 52
split_gain=1.7037 1.21644 1.12593 0.713612 0.712865 0.656232 0.695671 0.656085 0.645507 0.642739 0.716275 0.602251 0.59517 0.477373 0.477186 0.419771 0.410307 0.513766 0.408137 0.427956 0.578909 0.379028 0.338245 0.337783 0.304147 0.301339 0.596629 0.296899 0.290385 0.262389
threshold=0.051320000000000005 0.36766000000000004 -0.04890499999999999 0.20828500000000003 -1.0000000180025095e-35 -0.060129999999999996 -0.053834999999999994 -0.40263499999999991 -0.085984999999999992 0.084050000000000014 0.19724500000000003 0.10648000000000001 0.086835000000000009 0.099195000000000019 1.0000000180025095e-35 -0.080924999999999983 0.083135000000000014 -0.50061499999999992 0.084660000000000027 -0.23091999999999999 0.10595500000000001 0.078735000000000013 -0.24175999999999997 -0.50206999999999991 0.08178500000000001 0.27776000000000006 0.16094000000000003 0.24564500000000003 -0.43375999999999998 -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=2 4 7 8 27 9 -7 -1 11 15 23 -4 25 -9 18 -6 17 -17 19 21 29 -10 -5 -11 28 -8 -27 -2 -3 -21
right_child=1 24 3 22 5 6 12 13 14 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0003710017226260054 -0.0021302364979397777 0.00041022403119657044 -0.0020297791889249419 -0.00071255771454283739 0.0016755698162655376 0.0020062971433627667 0.0005699128864740309 0.00063814730700052064 0.0020308502845278699 0.00086278242596726849 0.0017980258972200059 0.00096390980597055472 -0.00171412328179619 0.0020250910212533998 -0.0016266119966812501 0.0012263047301500295 0.00059784007583831673 -0.0018881945849047556 0.0015235562612823039 0.00072934407710186259 0.0010567746177628165 0.00013422950097468042 0.001599940756935387 -0.0018792226455895704 -0.00029536530457953706 -0.0022240047310406255 0.0014538925668874498 -0.00014583711729958333 0.002151674702587232 -0.00074856611495911882
leaf_weight=1.0822391631081698 2.250777825713159 0.8977670380845667 1.3654216211289156 0.33111233101226378 0.41060734726488624 0.61317671835422505 1.9637837833724923 1.8595083346590424 0.69164792215451232 0.20103056181687939 0.25815901113674034 0.36166271124966431 1.0145039758644996 2.4434286511968821 0.74143316037952978 0.28185585234314237 0.78472991753369559 1.1243777471827341 0.7774955630302437 0.57410967722534856 1.1047310605645178 1.2744486439041791 1.4376780330203462 3.8927261191420248 0.89227239787578572 0.52892219671048213 0.29088139859959483 0.37413261272013176 0.7459460827521972 4.660464230692015
leaf_count=32 704 27 101 18 17 18 44 57 29 21 8 8 101 203 20 5 39 138 30 11 28 27 107 1035 22 70 4 17 30 150
internal_value=0 -0.000640242 0.000268715 -5.30687e-05 -0.000878519 -0.000654738 -3.24169e-05 0.00106464 -0.000239897 -0.00104954 -0.00153442 -0.00140288 -0.000361554 0.00142573 -3.54481e-05 -0.000238417 -0.000597116 -0.00126395 9.44379e-05 -3.93465e-05 -0.00030011 0.000801437 0.00116705 -0.00174457 0.000674204 0.000131403 -0.000919019 -0.0018474 0.00120053 -0.000586474
internal_weight=0 16.5257 18.7054 13.3202 13.9897 11.3648 4.41127 5.38518 11.5514 6.95349 4.35192 1.72708 3.79809 4.30294 9.82433 2.60157 2.19096 1.40623 9.0829 8.3054 6.3393 1.9661 1.76879 4.09376 2.53599 2.78359 0.819804 2.62491 1.64371 5.23457
internal_count=3121 2300 821 529 2221 1500 237 292 404 1263 1064 109 219 260 295 199 182 143 275 245 189 56 125 1056 79 118 74 721 57 161
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 12 3 3 47 52 50 128 4 48 51 474 14 48 11 159 13 12 159 50 4 47 47 43 16 48 150 4 12 16
split_gain=2.59119 1.17095 1.2227 1.30817 1.07926 0.971173 0.800923 0.79363 0.713733 0.723849 0.655397 0.632043 0.622541 0.575606 0.569087 0.642888 0.670089 0.543805 0.504381 0.830669 0.701608 0.828222 0.561272 0.435793 0.515791 0.434268 0.466106 0.451108 0.408178 0.753573
threshold=0.099195000000000019 0.079890000000000017 0.10732000000000001 -0.097604999999999983 0.086785000000000015 -0.28430999999999995 0.11720500000000002 0.086435000000000012 -0.17966999999999997 0.12879500000000002 -0.096089999999999981 0.084660000000000027 0.077685000000000018 0.10096000000000001 0.080455000000000013 0.092630000000000018 0.17001000000000002 0.085440000000000016 -1.0000000180025095e-35 0.089280000000000012 0.09173000000000002 0.13148500000000005 0.11069000000000002 -0.079109999999999986 -0.056919999999999991 0.085845000000000019 0.083095000000000016 -0.084564999999999987 0.084100000000000022 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 -2 7 8 -7 12 -1 13 -10 23 15 16 17 -3 -6 20 -20 22 -22 -12 25 26 27 -25 29 -5
right_child=4 2 -4 28 18 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019542918193561584 -0.0016521321062128902 -0.00090675125521927965 0.00055584243414914857 0.0011459202566578429 -0.0014852770593703575 -0.0010063165945231075 -0.0011434693059637607 -0.0012548305449819705 0.0015116269291972522 -0.00043627106330770669 0.00041494164706558503 0.001290650220247882 -0.00032815548398527894 0.0014988704617977964 -0.0019573400152212393 -0.0020116164027164092 -0.0020500036529458115 0.0010007785654546032 -0.0016706766061266067 0.0017009149505595423 -0.00015231907510252185 -0.0013085901570174887 0.0016111878495800691 0.0010217444756165071 -0.0014819403733188881 -0.00096858535197696504 0.001673113239464397 -0.0010872799326320476 -0.0019304073341196814 -0.0019735133945003032
leaf_weight=0.64436063775792618 0.60365656064823348 0.72790316608734462 1.7287975288927544 0.48394578183069825 1.0037678789813069 0.56830213218927106 0.70346309058368284 0.56166961556300599 8.3709500352851993 0.90191708318889219 2.211367223877458 1.2888005170971144 0.7344503980129965 0.71108786016702641 0.72130041848868121 0.55784458923153568 0.42197872651740898 2.2281128142494708 1.0980257762130339 0.87930205650627602 1.4575909478589899 1.1280021425336597 1.2147069629281757 0.62425810936838178 1.6664592244196739 1.5893532973714171 0.67394935153424729 0.92256641597487088 5.5581317262258381 0.68914978066459187
leaf_count=63 82 42 18 23 50 23 29 16 429 18 56 29 10 15 60 42 51 60 59 30 22 22 26 10 64 34 9 47 1548 134
internal_value=0 -0.000565575 -0.000945573 -0.00117349 0.000383348 0.000718464 0.00083932 0.000964559 0.00108243 0.00120105 -8.31517e-05 4.13021e-05 0.00136323 -0.000150406 -0.000392781 -0.000106053 0.000208633 0.00053106 -0.000231618 -1.38151e-05 -0.000321627 6.81551e-05 0.000649292 -0.000302953 -0.000592829 -0.000203953 0.000343276 -0.000236133 -0.00171365 -0.00068663
internal_weight=0 23.4494 13.1172 11.3884 19.2258 12.4444 11.8408 11.1373 10.5756 10.0073 10.3322 9.68784 9.1054 8.39904 4.65714 3.93584 3.37799 2.95602 6.7814 5.77763 4.89833 3.8003 2.6723 7.68795 5.47659 3.81013 2.22077 1.54682 6.73123 1.1731
internal_count=3121 2305 1978 1960 816 607 525 496 480 457 327 264 439 235 255 195 153 102 209 159 129 70 48 220 164 100 66 57 1705 157
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=123 1456 130 8 1456 133 1 14 11 3 0 42 48 15 49 15 2 15 3 9 43 42 160 2 133 16 452 12 2 1
split_gain=0.494399 0.575471 0.470131 0.48486 0.508335 0.401355 0.379102 0.578661 0.386323 0.490059 0.412971 0.375833 0.35574 0.429213 0.630067 0.345215 0.397266 0.317525 0.312211 0.370743 0.506325 0.368296 0.362043 0.344611 0.296215 0.295306 0.292198 0.276648 0.272353 0.233821
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.08573500000000002 -1.0000000180025095e-35 0.10622000000000002 0.13686500000000004 0.076175000000000007 0.089270000000000002 -0.12018999999999998 -0.10607499999999999 -0.088934999999999986 0.12879500000000002 -0.095869999999999983 -0.069799999999999987 -0.03241999999999999 0.08622500000000001 -0.23141499999999995 0.14121000000000003 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089005000000000015 -0.080849999999999991 -0.040964999999999994 0.085195000000000007 -0.095379999999999979 0.17025000000000004 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 8 9 15 12 -2 13 29 -15 -6 -17 -12 19 -19 21 -21 -23 -24 -13 -8 -1 -26 -7 -11
right_child=11 -3 -4 -5 5 28 25 -9 -10 10 17 24 -14 14 -16 16 -18 18 -20 20 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0034299312085548455 -0.0017171984662898796 -0.003406437327285741 -0.0030086555897038719 0.00301404813847833 0.0030582795582566732 -0.0031174420407378239 0.0036193354953531088 -0.0037043190086756437 -0.0027132121566788925 -0.0019283382283638466 0.0031212582605464117 -0.0018728349773015935 -0.0021261020014465924 -0.00024334602093336238 0.0027983184034221591 -0.0021253229764302112 0.0013962461802915162 0.0024102701211708515 0.0011458776993598602 -0.0035558531616257851 -0.0030768802023157238 -0.0028128692871529225 0.0021543579660591944 -0.0017519319539688932 0.00019483069747023278 0.00029405201635387382 0.0036506235081709007 0.0031650385408415714 0.0036440096453304056 0.00035254342661587639
leaf_weight=0.75423355790555291 0.39520069409627501 0.6739833383471695 0.67013216787017782 0.5356317906989706 0.89991765818558667 0.702231475850568 0.55600301752565429 0.49843516078544858 0.57638531940756443 0.8195478445850316 0.20558030199027744 0.21263565449044119 0.58458181517198671 1.3941165360738526 1.7239961494924596 0.47816958336626214 1.4996876249788327 0.2580518568866047 0.58331522159278382 0.38262158929137524 1.7506549540557346 0.3667109646485186 0.8628530400456027 0.36320752435130998 0.49343802989460539 0.66235822311136938 0.072288878262042999 1.2643484955187871 0.074588404968380928 1.3411458333721382
leaf_count=255 23 269 377 38 46 276 66 48 62 48 28 19 19 58 73 20 68 8 14 52 600 185 91 78 30 35 1 193 3 38
internal_value=0 -0.000352542 -0.00024198 -0.00013867 -0.000235662 -0.000107329 8.69228e-06 -0.000141869 -1.58521e-05 9.91916e-05 -0.000234044 0.00127703 0.000364056 0.00063982 0.00143838 0.00133084 0.000544867 -0.00096878 -0.00115287 -0.00148943 -0.00175951 -0.000592022 0.00011996 0.000997161 0.00187758 0.00181156 -0.00281066 0.00233125 -0.00246822 -0.000512592
internal_weight=0 19.2904 18.6164 17.9463 17.4107 16.5842 15.8073 14.589 14.0905 13.5142 10.6364 2.36562 5.86339 5.27881 3.11811 2.87777 1.97786 4.773 4.56742 3.9841 3.72605 1.97539 1.59277 1.22606 1.97042 1.21836 0.826522 1.75779 0.77682 2.16069
internal_count=3121 2856 2587 2210 2172 1916 1637 1536 1488 1426 1292 265 236 217 131 134 88 1056 1028 1014 1006 406 354 169 242 101 256 223 279 86
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=12 4 13 3 132 14 1 0 0 3 47 48 47 4 52 1374 457 0 1 1 12 52 2 12 1 475 0 151 0 1
split_gain=2.11992 1.47925 1.29911 1.00994 0.97818 0.805203 0.903679 0.787334 0.951879 0.754438 0.752141 0.748219 0.668009 0.79503 0.646177 0.618421 0.686337 0.59693 0.540738 0.518755 0.545178 0.492874 0.554539 0.46154 0.740335 0.442953 0.451473 0.439404 0.473998 0.656173
threshold=0.079890000000000017 0.24564500000000003 -0.00051499999999999994 0.10732000000000001 0.087955000000000019 0.091685000000000016 1.0000000180025095e-35 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 0.081320000000000017 0.10396500000000002 0.092710000000000015 -0.04890499999999999 0.13796000000000003 -0.094929999999999987 0.091015000000000013 -0.053834999999999994 0.14089500000000002 0.13021500000000003 0.084100000000000022 0.10347000000000002 0.081685000000000021 0.08401500000000002 0.083345000000000016 -0.068779999999999994 0.11070500000000001 -0.086654999999999982 -0.23091999999999999 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=2 3 5 7 12 6 17 19 -9 25 -8 -12 13 21 -3 -15 27 -1 -14 20 23 22 -4 24 -2 -10 -27 -17 -29 -30
right_child=1 14 4 -5 -6 -7 10 8 9 -11 11 -13 18 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0015005790445940541 -0.001483340146907678 0.00052884715281711057 0.00068750560937786863 0.00033943896696683946 0.001478256375224099 -0.00164204807251465 0.0014213396345202824 0.0011260129737099551 -0.0015210173914176014 -0.0013851985435282173 -0.000470459618679135 0.0015032472635666528 -0.0012366140392270155 -0.00069657953644830636 -0.0010645901390111774 0.0010011896905553507 0.0013884060115158438 0.00075764283644956239 0.00025508726410089548 0.0015993970873493769 -0.0013204392280806612 0.00044049729351855314 -0.0013445696341790421 0.0013905735228112426 0.0010093775263249171 0.00087108003024634361 -0.00074355500161114559 0.0010153720876260634 -0.00065247912643244478 0.00077157798361093854
leaf_weight=0.54429496545344591 0.84279990603681276 3.446938634151592 0.34183788020163675 1.7168419593945135 0.81364312674850303 0.29966347641311575 3.686110378941521 0.7724160796497016 0.35613141476642352 1.6667047813534763 1.1103600109927354 0.65207177400588978 1.9216553219594072 1.2963813077658395 0.64641377818770696 1.107203462626783 1.2407082291319964 0.46362282242626196 0.71247234940528859 0.14897300302982408 7.1416705935262144 0.64265496004372824 1.7981828295160083 0.26839496078900982 0.36529360711574554 1.0161605158355085 0.58284803363494564 0.75666827615350207 2.5232995953410895 0.95361248310655344
leaf_count=52 167 109 7 23 25 5 309 28 44 126 28 32 63 19 24 24 33 10 9 3 1671 17 80 11 11 24 36 23 70 38
internal_value=0 -0.000501353 0.000174161 -0.000715555 -7.83742e-05 0.000701512 0.000810284 -0.000853174 -0.000347925 -0.000662265 0.00104561 0.000259781 -0.000173641 -1.06841e-05 0.000277215 0.000226683 0.000408542 -0.00046184 -0.000833142 -0.00110642 -0.00115319 -0.000682681 -0.00101997 -0.000344206 -0.000729612 -4.59837e-05 0.000282536 0.000180911 -3.36155e-05 -0.000261903
internal_weight=0 18.9716 20.8644 14.8782 14.1083 6.75612 6.45646 13.1614 4.39426 3.62184 5.44854 1.76243 13.2947 10.6605 4.09335 7.87787 6.58149 1.00792 2.63413 8.76713 8.61816 2.78268 2.14002 1.47649 1.20809 1.95514 1.59901 5.34078 4.23358 3.47691
internal_count=3121 2277 844 2144 408 436 431 2121 258 230 369 60 383 311 133 207 188 62 72 1863 1860 104 87 189 178 104 60 155 131 108
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=123 1456 130 15 39 1348 11 3 0 16 2 49 43 3 9 43 43 4 375 1374 15 15 2 159 150 1 124 48 12 0
split_gain=0.442303 0.536692 0.427673 0.435178 0.424515 0.426354 0.374098 0.42977 0.477369 0.448916 0.435868 0.439964 0.396317 0.357827 0.38379 0.471567 0.359462 0.41527 0.345146 0.33812 0.311369 0.25773 0.265747 0.252349 0.28146 0.243049 0.287676 0.255357 0.238089 0.329881
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.16946000000000003 0.090205000000000021 0.087830000000000005 -0.12018999999999998 -0.10607499999999999 -0.29154999999999992 0.11362000000000001 0.0034800000000000005 0.093175000000000022 0.14121000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.074974999999999986 -0.083644999999999983 -1.0000000180025095e-35 -0.094929999999999987 0.040760000000000005 -0.03241999999999999 0.089885000000000007 -0.48366999999999993 -0.17852999999999997 0.11061500000000002 -0.072314999999999977 -1.0000000180025095e-35 0.12477500000000001 -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=1 2 3 28 5 6 7 10 9 -9 11 12 21 14 -10 16 17 20 -2 -11 -16 -5 -23 -19 -25 26 27 -20 29 -1
right_child=18 -3 -4 4 -6 -7 -8 8 13 19 -12 -13 -14 -15 15 -17 -18 23 25 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.6459839921756095e-05 -0.0037884489721888319 -0.0036214502680494043 -0.0031280664615578519 0.003398070752807169 0.0038456023866480257 0.0030685523606563633 -0.0035112289438255393 -0.0018503978274305845 0.002399862217779586 -0.0014770774085879712 0.0036859362650798503 0.0029837476551611043 -0.0039867192264842763 0.00030300025707090384 -0.0038471479153096956 -0.0033801829441065172 0.0039881180402015328 0.0024832637562168009 -0.0017551485545404886 0.0010856264162012177 0.0024696330234403657 -0.0023527256187057884 0.00083307307594489559 0.0034693920180644154 -0.0032288367347810677 0.0036197938489352178 -0.0024368665870625195 0.002397703292784509 -0.0011217089770896894 0.0035644205108252931
leaf_weight=0.58599687449168403 0.15888315555639598 0.62580092364805651 0.63808553264243428 0.25966138206422429 0.30518227652646679 0.43661196180619377 0.51761869248002845 1.2605667088646439 0.25201018061489033 0.819909167010337 0.54134773463010777 0.55117488175164897 0.36772340338211496 1.1901078048394991 0.12728450796566959 2.0813498648057949 0.16944130870979845 0.12466859869891833 0.23213499435223628 3.3824141348595775 0.46707345580216497 0.57385470264126059 0.8084944425499998 0.085531332995742892 1.3437117595458392 0.59729437495116133 0.26866229227743987 1.0405628595617598 0.35174644866492588 0.86644343065564555
leaf_count=34 5 269 377 16 17 34 78 89 8 17 20 22 12 41 4 882 8 15 13 141 62 46 51 4 485 133 25 89 10 114
internal_value=0 -0.000361724 -0.00024907 -0.000143916 -0.00033568 -0.000418753 -0.000520777 -0.00041333 -0.00073728 2.35075e-05 0.000767084 0.00015007 -0.000627073 -0.0014488 -0.00189704 -0.0021432 -0.00103237 -0.00142835 0.0013027 0.000585621 0.00111687 0.00012531 -0.000489448 -0.00240187 -0.00282799 0.00168093 0.000929592 0.00164024 0.00152117 0.00216121
internal_weight=0 18.7338 18.108 17.4699 15.6657 15.3606 14.9239 14.4063 11.3041 5.46289 3.10226 2.56091 2.00973 5.84118 4.65107 4.39906 2.31771 2.14827 2.29754 4.20232 0.594358 1.64201 1.38235 1.55391 1.42924 2.13865 1.54136 1.2727 1.80419 1.45244
internal_count=3121 2856 2587 2210 2052 2035 2001 1923 1756 247 167 147 125 1509 1468 1460 578 570 265 158 66 113 97 504 489 260 127 102 158 148
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=1 0 0 52 1446 376 47 13 4 44 128 50 1374 1 16 42 4 52 48 148 149 16 43 3 3 4 48 4 156 4
split_gain=1.9605 1.00158 1.36221 0.8582 0.884118 0.859502 0.777502 0.753794 0.714942 0.719115 0.76323 0.764243 0.615641 0.828465 0.643794 0.610077 0.6042 0.764702 0.553019 0.618422 0.595562 0.551741 0.405489 0.464719 0.401375 0.368038 0.348231 0.342788 0.300726 0.352632
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 -0.28430999999999995 0.091555000000000011 1.0000000180025095e-35 0.093140000000000014 -0.092094999999999982 -0.17966999999999997 0.083555000000000018 0.086435000000000012 0.11610000000000001 -0.094929999999999987 0.08592000000000001 -0.014034999999999997 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.12879500000000002 -0.080634999999999984 0.10096000000000001 -0.091354999999999978 -0.083684999999999996 -0.116045 -0.081459999999999991 0.09173000000000002 0.11619500000000001 -0.52556499999999995 0.11815500000000002 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 2 12 25 5 6 8 -8 -5 10 11 18 -1 14 -14 16 17 -3 19 -10 28 -15 -18 -24 -9 -2 -26 -17 29 -21
right_child=3 15 -4 4 -6 -7 7 24 9 -11 -12 -13 13 21 -16 27 22 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0021886766053081049 -0.0019809895320478201 -0.002033264345130762 -0.0016089318704371549 -0.0016592767748199132 -0.0019319308854882969 0.0018072209889923069 0.00072182521425746642 0.00055708208014106629 -0.00052630629120936558 -0.0016116001433314456 -0.0012430328073769724 -0.001198042270918364 -0.0013567890720207045 0.0016246187020320403 0.00058904372690199577 0.00042217833371059648 0.0012797000088871258 0.00077680439638481047 -0.00043351833242482712 0.0010344063143587171 -0.00065832048888150971 -0.00027248106999069199 0.00089587022849736849 -0.00073358209104149562 -0.0020464386595980127 -0.00020845266083076454 -0.00050700342816267503 -0.0020584595273020517 -5.5060724250679941e-05 0.0019904043762632505
leaf_weight=0.59558688849210728 0.84756211843341833 0.8840709584765134 6.3038826793199414 0.51523781614378528 0.61143211554735799 1.5823811499867577 1.4573520515114067 0.50551178026944432 0.68615851365029623 0.49084830377250988 0.64788175257854241 0.59285319712944407 2.1390058540273458 1.2732409033924343 0.91550261271186295 0.2858409327454865 1.7432963452301913 0.62205026671290398 0.82535774633288372 2.2407297012396121 0.49327964987605799 1.0586225129663942 1.306807497516274 1.3331963773816824 1.2395502245053642 0.92226548958569765 1.0018152417615054 0.79198874067515113 0.41274930001236487 4.1476853461936116
leaf_count=8 128 58 1677 16 29 133 38 10 19 11 30 34 156 26 31 5 41 11 18 127 8 32 20 41 62 13 26 72 13 228
internal_value=0 -0.00064557 -0.000979086 0.000231085 0.000361752 0.000445035 0.000303755 -0.000406976 0.000574102 0.000683304 0.000795425 0.000935941 -0.000315345 -0.000108205 -0.000773581 -5.74577e-05 0.000188351 -0.000872665 0.00107961 0.0012361 0.00140188 0.000763371 0.000552921 7.30003e-05 -0.00100586 -0.00105731 -0.00135836 -0.00140059 0.0015513 0.00165509
internal_weight=0 19.2531 12.2858 19.2207 17.4508 16.8394 15.257 4.20423 11.0528 10.5375 10.0467 9.39881 5.98196 5.38637 3.05451 6.96725 5.88942 1.50612 8.80596 7.9806 7.29444 2.33186 4.3833 2.64 2.74688 1.76983 2.24137 1.07783 6.80116 6.38842
internal_count=3121 2178 1930 943 802 773 640 136 504 488 477 447 253 245 187 248 171 69 413 395 376 58 102 61 98 141 88 77 368 355
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=1456 1213 1456 160 15 403 475 1425 14 1373 1366 158 133 52 1374 48 52 15 52 50 48 394 13 49 42 2 43 4 123 151
split_gain=0.431299 0.429587 0.417187 0.389636 0.405236 0.402946 0.384524 0.366608 0.360682 0.365971 0.365325 0.360378 0.354841 0.436182 0.335902 0.396271 0.386144 0.409677 0.351008 0.332309 0.360489 0.332427 0.298072 0.345288 0.344821 0.423428 0.34686 0.352588 0.283639 0.272584
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40698999999999991 -0.47006499999999996 -0.083259999999999987 -0.086004999999999984 1.0000000180025095e-35 0.08840000000000002 0.099250000000000019 -1.0000000180025095e-35 0.090905000000000014 -0.25159999999999993 -0.52017999999999986 -0.094929999999999987 0.095425000000000024 -0.046924999999999988 0.050935000000000008 -0.088204999999999992 0.077805000000000013 -0.064549999999999982 -1.0000000180025095e-35 -0.53104499999999988 -1.0000000180025095e-35 0.091465000000000005 -0.020134999999999997 -0.52440999999999993 0.41555500000000006 0.08128500000000001 -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=29 6 3 -3 -5 -6 -2 8 9 10 -7 12 -12 -14 15 -15 17 18 -16 20 -18 -22 -23 -24 25 -25 -26 -28 -4 -1
right_child=1 2 28 4 5 7 -8 -9 -10 -11 11 -13 13 14 16 -17 19 -19 -20 -21 21 22 23 24 26 -27 27 -29 -30 -31
leaf_value=0.00086123004027953344 0.0030985345378374001 -0.0023185771525772547 -0.0030385445025656516 0.0030557201995646968 -0.0025254702757227911 -0.0021240260898557849 -0.0027650691790094438 -0.0034315289330488366 -0.0028418711585589799 -0.0029190652810438416 -0.0019028646196346743 -0.0020307742002230512 -0.0030380882552418892 -0.003039291076242566 0.0010851622589797838 0.0010571479073959009 0.0021546091698190248 -0.0013026614360996918 0.0030298873385612942 0.0023744922609218837 -0.0028089732340298521 -0.0023032620999280944 -0.00078411746959768092 -0.0015870513637070566 0.0034661188678645339 0.0014621121953799102 -0.003207922928277933 0.0014134134732946139 0.0030591186105686633 -0.0030631882062336895
leaf_weight=0.20708547037793323 0.11530168727040291 0.56781592417974636 0.57694938118220207 0.44144485652215237 0.49825823225547949 0.50097709184048689 0.81955344649032369 0.24500080302823235 0.32905765034956935 0.30581495934166092 0.50589449389372632 0.49752835062099698 0.28254311019556411 0.44834350130987033 1.7776105056982492 0.40733879921026528 0.89393617387395963 0.37681018788134668 1.5883583237882837 0.80210533534409556 0.33131375513040229 0.38487393222750466 1.6445298099424785 0.46048994339072402 0.13415635679848492 3.8783082959706427 0.49222891282988701 0.21412158128805459 0.07830439880490303 0.70301356955315242
leaf_count=28 4 152 256 103 321 49 457 61 31 19 141 77 114 38 166 8 69 37 151 114 53 10 104 35 2 176 51 27 7 260
internal_value=0 -5.31335e-05 4.64793e-05 0.000132215 0.000212004 0.000138158 -0.00204187 0.000218586 0.000273598 0.000337963 0.000401725 0.000485409 0.000571019 0.000659672 0.000735191 -0.00108922 0.000855473 0.00167007 0.00200285 0.000525372 0.000349512 0.000135502 0.000270831 0.000416014 0.000797078 0.0011385 -0.000965356 -0.00180702 -0.00230986 -0.00217022
internal_weight=0 19.599 18.6641 18.0089 17.441 16.9996 0.934855 16.5013 16.2563 15.9273 15.6215 15.1205 14.623 14.1171 13.8345 0.855682 12.9788 3.74278 3.36597 9.23606 8.43396 7.54002 7.20871 6.82383 5.17931 4.3388 0.840507 0.70635 0.655254 0.910099
internal_count=3121 2833 2372 2109 1957 1854 461 1533 1472 1441 1422 1373 1296 1155 1041 46 995 354 317 641 527 458 405 395 291 211 80 78 263 288
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=1 0 0 1456 2 52 1365 12 3 42 4 52 14 16 1 43 16 1 4 38 150 49 0 16 43 2 3 0 3 1375
split_gain=2.23108 1.02065 1.41505 0.976275 0.940109 0.827681 0.716748 0.766218 1.0241 0.642036 0.672999 0.889684 0.626293 0.743381 0.719053 0.59969 0.594366 0.587929 0.721025 0.54895 0.46771 0.460288 0.544515 0.429398 0.509999 0.396328 0.393002 0.349294 0.345999 0.342103
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 -1.0000000180025095e-35 0.14753000000000002 -0.43320999999999993 0.088010000000000019 0.092465000000000006 0.083060000000000009 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.062655000000000016 -0.014034999999999997 0.08592000000000001 -0.52440999999999993 0.042200000000000008 0.12577000000000002 0.50822500000000004 0.084835000000000008 0.088690000000000005 -1.0000000180025095e-35 -0.18113999999999997 0.22339500000000004 0.084740000000000024 0.083215000000000011 -0.097174999999999984 -0.10324499999999999 0.013900000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 -5 7 8 19 10 11 -3 13 14 25 -11 20 18 27 -7 21 -10 -23 24 -12 -1 -25 -9 -4 -22
right_child=3 9 28 4 -6 6 -8 17 16 15 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 29 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00051854730859552311 -0.0016070923062935986 -0.0020042986322524265 -0.0016733834201391176 -0.0019244861039884585 0.0017417491755913621 0.0014289250387730318 -0.0019109803813466999 -0.0002931862460315175 -0.0014089037322875596 0.0014169323928125018 0.0014616778816623729 0.00091150973814639309 -0.0019464975146278182 0.0011921833637170906 0.00028066993089226252 -0.002031490917903167 -0.00097851184334264382 0.00065398776475905673 0.0014684632173615176 -0.00062074184301725926 0.00036877413215154523 -0.00059710561598900916 0.0011452700643112489 0.00094092546339003154 1.3970832823379711e-05 -0.0016524566674408084 -0.0013752460938050194 -0.0017124500463782371 0.00025551819430176211 0.001998283233694258
leaf_weight=0.37029215414077077 0.95966119761578994 0.99281033501028992 6.1822876423830175 0.62176721938886359 1.6342886453494418 5.009465679759165 0.51054636761546035 1.0458871647715571 0.67726985365152348 0.22683276049792767 2.1016674693673845 0.61363741662353277 0.74583143997006107 1.2689833333715803 2.2602511374279857 0.94060339382849611 1.3968087979592381 1.6169370617717502 0.44758688658475865 0.52298092888668168 0.93516872776672244 1.1937621580436826 1.4270443285349761 0.42910933028906584 1.5194148588925598 1.721381619106978 0.69627140252850928 1.5744651954155409 0.35644561052322377 0.93249076418578603
leaf_count=7 51 58 1671 118 111 273 14 23 12 3 39 11 75 24 39 74 31 37 14 14 12 23 59 11 20 108 32 108 6 43
internal_value=0 -0.000621362 -0.000946208 0.000267541 0.000359579 0.000233471 0.000311071 0.00037868 0.000631857 -6.39025e-05 0.000174542 -0.000890506 -0.00030738 -8.98875e-05 -0.000463728 -0.00136146 0.000123244 -0.000274951 -0.000764542 0.00123517 0.000421157 -9.90243e-06 0.000351628 0.00053501 0.000854217 -0.00126812 -0.000492086 -0.00114597 -0.00156823 0.00118236
internal_weight=0 20.4258 12.9055 20.5061 19.5465 17.9122 17.2904 16.7799 12.095 7.52035 6.35291 1.60645 6.36674 5.62091 4.35192 1.16744 6.56254 4.68488 3.06794 5.53245 5.16574 3.29808 2.62081 4.74646 3.62108 2.09167 1.12538 2.62035 6.53873 1.86766
internal_count=3121 2178 1930 943 892 781 663 649 467 248 171 69 253 178 154 77 180 182 145 287 149 94 82 102 59 115 43 131 1677 55
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=1 47 3 3 12 50 4 128 48 2 11 43 150 16 2 49 2 1 52 3 160 147 43 1 2 1446 13 15 3 3
split_gain=1.692 0.801189 0.787044 0.884606 0.772411 0.847363 0.935055 0.598266 0.611045 0.471751 0.458535 0.449083 0.441736 0.638507 0.444778 0.392363 0.445437 0.407727 0.389084 0.590852 0.380288 0.439971 0.332269 0.331194 0.377916 0.32616 0.311035 0.30565 0.417174 0.497394
threshold=0.094385000000000011 0.086785000000000015 -0.12018999999999998 -0.028564999999999997 -0.040564999999999997 0.11392500000000001 -0.17966999999999997 0.086435000000000012 0.12879500000000002 0.11510000000000002 0.080455000000000013 -0.073404999999999984 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.11434500000000002 0.090900000000000009 -0.079009999999999983 0.10271500000000001 -0.51144999999999985 0.086560000000000012 0.081685000000000021 0.089705000000000021 -0.15416999999999995 -0.17952999999999997 -0.10519499999999998 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 25 6 -6 8 9 20 15 -5 -3 -14 27 16 17 -1 19 23 -8 -22 -4 24 -13 -2 -24 -15 -29 -30
right_child=1 12 3 11 5 -7 7 -9 -10 -11 -12 18 13 14 -16 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0010207105695584468 0.0018819402905993819 -0.0016759132539022694 -1.7289945620985049e-05 0.0007479304644347134 -0.0017743882065921232 -0.0020172101339399487 -0.00051521758343324171 -0.0013244243038402937 -0.00068561017287468995 0.0019248727058572147 -0.0013971107189977522 0.0016102898377903484 0.0018577046507748673 -0.0018923965717563699 0.0012181440422761134 0.0016976298559784255 0.0014100395696590401 0.00096964435402755204 -0.0020729631724641035 0.00020961731618644275 0.0013013959503667065 -0.0003701121223506103 0.0021157122162464154 -0.0020592367734104939 -0.0010469254653936633 -0.00084201473613039056 -0.0016442874762650416 0.0015570430185153099 -0.0020420293089452538 -0.00016432129914602852
leaf_weight=1.2323833240661772 1.9581052649300557 0.71483868826180685 0.56594947003759166 1.1442518134135751 0.60960439022164692 0.5191580196842559 0.75344093609601159 0.50307933869771648 0.8471979871392249 1.6817044699564574 0.57308812625706185 0.24754091538488976 0.56957378285005678 0.52935650199651663 0.62052091932855535 0.7408123887144028 0.69364010170102108 0.55059388512745489 0.57561128772795189 2.6292363691609353 3.0421976614743476 0.72010423056781281 0.08282043039798459 0.87763393390923727 0.98706638219300658 0.17725061997771252 4.5809513435233411 0.38749775337055314 0.65966427745297584 2.4929795651696622
leaf_count=59 243 22 21 33 91 39 33 26 19 115 51 4 16 18 29 23 10 31 28 66 126 12 1 32 91 6 1728 9 54 85
internal_value=0 0.000307517 -0.00057386 -0.000820734 0.000619801 0.000364825 0.000516425 0.000701447 0.00084612 0.00105551 0.000187571 -0.000344866 -0.000257619 -6.4857e-05 -0.00029834 0.000469834 0.000102573 -0.000406077 -0.000580038 -0.000398799 0.000731751 0.000981469 -0.00140867 -0.00115613 -0.000514149 0.00165583 -0.00157752 -0.000529575 -0.000325793 -0.000557216
internal_weight=0 16.7863 15.4816 11.6911 10.8118 8.67649 8.15733 7.54772 7.04465 6.19745 3.79052 6.46134 5.97443 5.25959 4.69002 3.21743 2.47662 1.78298 5.31709 4.74148 4.51574 3.7623 5.22972 2.11224 1.23461 2.13536 4.66377 4.0695 3.54014 3.15264
internal_count=3121 943 2178 2004 710 461 422 331 305 286 174 254 233 211 195 123 100 90 221 193 171 138 1750 127 95 249 1729 166 148 139
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=1 50 2 146 45 42 1374 457 160 0 43 31 49 43 4 1374 150 1 4 11 484 52 0 2 42 456 1 0 42 1
split_gain=0.462566 0.422084 0.346037 0.367366 0.34047 0.318909 0.338292 0.368845 0.330931 0.339258 0.407109 0.305985 0.30196 0.299427 0.396125 0.284287 0.362033 0.364948 0.282327 0.281516 0.256464 0.248639 0.246166 0.283151 0.242972 0.232509 0.266812 0.232375 0.242624 0.231081
threshold=0.094385000000000011 0.07826000000000001 0.14753000000000002 0.12035500000000002 -1.0000000180025095e-35 -0.095284999999999995 -0.094929999999999987 0.088350000000000026 0.086325000000000013 -0.23001499999999997 -0.084004999999999982 -1.0000000180025095e-35 0.094245000000000009 0.0034250000000000005 -0.39518999999999993 0.093235000000000012 0.081835000000000019 0.11212500000000002 0.51303500000000013 0.080150000000000013 -1.0000000180025095e-35 0.084960000000000022 -0.10607499999999999 0.086285000000000014 0.084755000000000011 0.090170000000000014 0.10089500000000001 -0.084044999999999995 0.084145000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 8 9 -8 19 -6 -10 22 -15 16 18 -18 20 27 -13 24 23 -12 -16 26 -22 29 -29 -11
right_child=2 -3 -4 -5 11 6 7 -9 12 10 13 15 -14 14 21 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.002768664358279205 0.0031355613164938748 -0.0029278815624761089 0.0022102691127154389 -0.003406331802322192 0.0030084000978313555 -0.0031197687552451665 0.0020324247662393902 0.0020641429959112824 -0.0029664246684491767 -0.0029337891409789356 0.0012728509113030459 -0.0024109500346593273 0.0012360142825687897 0.0020598002184873949 0.00053151175777073898 -0.0025482707274827915 0.0021861426607483821 -0.00031141462284638621 0.0023389932111973323 -0.0029536144488069424 -0.0018338831843927805 -0.0032131860843496213 -0.0023346417343221688 -0.0020453880861130941 -0.002971386067169254 -0.0022587011583257775 0.00021864069977074938 0.0026049854946469863 0.00038256674046996571 0.0015969585330640568
leaf_weight=0.47141103135072526 0.32914308505132339 0.61484671090147536 0.73318443045718673 0.2413330692797907 0.30143435217905157 0.34863408410455754 0.55497691186610332 0.57000255491584528 0.67403683747397725 0.22970306663774009 0.44018627039622193 0.46914823539554529 0.18426943241502158 0.55009246105328191 0.80781667103292398 0.34831222333014089 1.2471703342162075 0.82120509957894672 0.35103958379477251 0.16831655078567553 0.60380880557932659 0.29875628251465958 1.4119536913931474 0.43050528498133644 0.21145953820087016 0.42024229490198184 4.7740710259531625 0.78861335653345765 0.87930698605487123 0.16279586841119453
leaf_count=170 14 445 112 3 79 35 26 41 111 97 20 77 29 11 64 19 96 48 61 19 102 160 685 30 58 17 315 94 61 22
internal_value=0 -0.000594333 0.000281745 0.00013902 0.000227542 -0.000438088 -0.000311971 -0.000194918 -0.000360156 -0.00014924 -0.000339031 0.000125024 -0.0020642 -0.00087755 -1.38336e-05 2.88256e-05 0.00013216 0.00119454 -0.000199858 0.000663899 -0.000342063 -0.000879283 -0.00158442 -0.000367821 -0.000195201 -0.000174662 -1.18092e-05 0.000959415 0.00143335 -0.00105458
internal_weight=0 9.79768 10.6401 9.90691 9.66558 9.18284 8.71143 8.36279 7.79279 6.93448 6.37951 9.33643 0.858306 4.15077 1.86812 9.035 8.68669 2.06838 6.61831 2.22874 6.26727 1.31803 2.28265 0.870692 1.01928 5.79812 5.37788 2.06042 1.66792 0.392499
internal_count=3121 2178 943 831 828 1733 1563 1528 1487 1347 1321 814 140 1028 293 735 716 144 572 293 511 282 735 50 122 434 417 274 155 119
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=1456 1 2 0 0 1374 49 15 15 52 160 133 15 15 13 46 12 12 448 3 2 15 151 4 52 2 3 49 43 4
split_gain=0.404268 0.408464 0.348217 0.34054 0.470942 0.315459 0.380151 0.388331 0.308797 0.304319 0.268758 0.270801 0.25043 0.331404 0.24975 0.299193 0.326262 0.544802 0.305711 0.282069 0.389962 0.245712 0.238584 0.237703 0.500472 0.268737 0.327516 0.384053 0.294434 0.224152
threshold=-1.0000000180025095e-35 0.094385000000000011 0.14753000000000002 -0.060129999999999996 -0.10607499999999999 -0.094929999999999987 -0.088694999999999982 -0.098289999999999975 -0.09095499999999998 -0.43320999999999993 -0.26568499999999995 -0.25159999999999993 -0.008624999999999999 0.079055000000000014 -0.0062949999999999994 0.089105000000000018 0.092465000000000006 0.097825000000000009 -0.077994999999999981 0.12178000000000001 0.090790000000000023 0.013270000000000002 -0.033849999999999991 -0.49405499999999997 0.10347000000000002 0.10097500000000002 -0.52915999999999996 -1.0000000180025095e-35 -0.084794999999999995 -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=22 3 9 4 5 -2 -7 -8 -9 -3 -11 -12 -10 -14 15 16 18 -18 -13 20 -16 -22 -1 24 -5 -25 -27 -28 -29 -6
right_child=1 2 -4 23 29 6 7 8 12 10 11 14 13 -15 19 -17 17 -19 -20 -21 21 -23 -24 25 -26 26 27 28 -30 -31
leaf_value=0.00067363517311711278 -0.0033460776885755471 -0.0031479894301836924 0.0025893216957000443 -0.0032476795797149361 -0.00017855648640223629 -0.0027892661625302253 -0.0022995935804061831 0.0029177089672321292 -0.0020863901199792887 -0.0026206355809515356 -0.0029406941619916538 -0.0021472865749619704 0.0028176622855827409 -0.00085088013158479323 -0.00042002363344531823 -0.0026941165545228164 -0.0032839254216585293 0.0016854404761808669 0.0025825606654439935 -0.0012802976086614753 0.0019042001976134777 -0.0011086613503647092 -0.0031784142224608796 0.0015625694685448119 0.00088925066005911843 0.0033089585702390676 0.0032611458052586324 0.00090712647059987381 -0.0033565317377244816 -0.0026941919661215394
leaf_weight=0.20710811723256484 0.29117797501385245 0.25235741562209923 0.6558832070440993 0.52556686272146202 0.43416080481256636 0.38706286874366957 0.38709821912925768 0.63204959221184331 0.33155332435853846 0.29150789248523956 0.22673462989041304 0.14418309030588328 0.50154448207467839 0.46090011118212715 2.2583739819820075 0.17802387126721431 0.32651435304433096 0.63108712632674724 1.7636883044615397 1.1188522222219033 1.7687012125970798 0.31034752679988731 0.64601110032527032 1.50320337107405 0.62373279663734138 0.1868315748870375 0.15497806109488033 0.22196804813575022 0.54797825546120205 1.6912746946909438
leaf_count=28 8 118 111 56 281 26 69 15 24 32 25 7 17 60 84 6 40 44 261 35 111 18 260 43 16 4 3 23 77 1219
internal_value=0 -4.51665e-05 0.000390184 -0.000531751 -0.00105629 -0.000257638 7.54051e-05 0.000554756 0.00112842 0.000234593 0.000329251 0.000427791 0.000254454 0.00106085 0.000517647 0.00123444 0.00147851 -8.96928e-06 0.00222511 0.00011782 0.000478469 0.00145446 -0.00224327 0.000181261 -0.00100254 0.000701552 -0.000462628 -0.00122448 -0.00212736 -0.00218033
internal_weight=0 18.8073 9.92625 8.88108 5.11682 2.99139 2.70021 2.31315 1.92605 9.27037 9.01801 8.72651 1.294 0.962445 8.49977 3.0435 2.86547 0.957601 1.90787 5.45627 4.33742 2.07905 0.853119 3.76426 1.1493 2.61496 1.11176 0.924924 0.769946 2.12544
internal_count=3121 2833 892 1941 1719 219 211 185 116 781 663 631 101 77 606 358 352 84 268 248 213 129 288 222 72 150 107 103 100 1500
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=1 15 12 151 16 50 51 49 157 457 158 133 157 38 12 15 41 1 12 48 4 13 13 42 1 376 49 52 15 4
split_gain=2.0034 0.994292 0.980316 0.811242 0.737492 0.670315 0.723698 0.624053 0.702467 0.597094 0.666859 0.678296 0.681453 0.585646 0.541304 0.515225 0.622797 0.510322 0.681688 0.662753 0.500765 0.472567 0.502643 0.458275 0.562059 0.907857 0.428845 0.428706 0.770339 0.425465
threshold=0.098700000000000024 0.084050000000000014 -0.064509999999999984 -0.50825999999999982 -0.072804999999999981 0.07826000000000001 -0.10748999999999999 0.19234000000000004 -0.056799999999999996 -0.0029299999999999994 0.084765000000000021 0.10622000000000002 -0.084489999999999996 0.10657000000000001 -1.0000000180025095e-35 -0.095869999999999983 0.079885000000000025 0.13686500000000004 0.11903500000000002 0.11951500000000001 -0.033174999999999989 -0.28558999999999996 0.11596500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.091135000000000008 -0.080089999999999981 -0.083374999999999991 -0.053579999999999996 -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 5 13 -4 17 6 -1 8 20 -8 11 12 -11 -2 -10 26 23 18 19 -5 -6 -3 -23 24 25 -17 -14 28 -16 -24
right_child=2 21 3 4 7 -7 9 -9 14 10 -12 -13 15 -15 27 16 -18 -19 -20 -21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014404979669934087 0.0012844443336714674 0.0011755935753703522 -0.001493746064302895 0.00068863752845654878 -0.00037616055762698609 -0.0012405856612296596 -0.0010870779999333498 0.0014736473765512635 0.00045259176320908243 -0.0014678688171060801 -0.0010784693738399662 -0.0011991006850079881 0.001169692851716649 -0.00024492607706131812 0.00057558616484041573 -0.0014678284437373791 -0.0011242269906912026 0.0013850347445345343 -0.00087535031523910815 -0.00083538466451909795 0.0012574489539338891 -0.0014410525841446892 0.00081297616856171361 0.00060849078892825047 0.0012831556541788804 0.0016503355334473305 -0.00071563523244029678 -0.0012635812867803466 -0.0013450146715169925 -0.0014352421958769704
leaf_weight=0.87161634059157478 2.4179544881917567 0.17914973199367557 0.62790755834430534 4.6265761479735374 0.68483322509564459 1.3134905343176786 1.1589909556787485 0.42180917225778092 0.81913430150598276 0.49714986118487559 1.1109945790376503 0.7939231415512048 0.28431381657719601 0.63506378699094046 0.9251651628874239 0.84340383240487227 0.52824345347471613 1.0402165348641572 0.8391571573447435 0.65423925919458259 0.83837456023320533 2.9213144824607293 0.41457545093726367 7.1365263010375202 0.35365102137438942 0.24120311439037323 1.6422211738536123 2.008076924830672 0.76752361003309499 0.28555323835462321
leaf_count=162 240 3 16 152 51 264 114 6 19 68 105 63 12 18 34 114 30 54 14 16 39 921 18 235 13 2 130 84 79 45
internal_value=0 -0.000416838 0.000237471 8.13504e-05 0.000153938 -0.000268545 -0.000185972 -0.00019308 -0.000309418 -0.000111029 -2.6807e-05 6.80251e-05 0.000155301 0.000966317 -0.000589936 0.000228464 0.000369386 0.00046726 0.000311265 0.000499827 0.000522979 -0.0010714 -0.00118256 0.000461399 -0.000268461 -0.000774388 -0.000437403 -0.000820691 -0.000295281 -0.000103978
internal_weight=0 20.5763 17.306 14.253 13.6251 16.7757 15.4622 6.46492 6.04311 14.5906 13.4316 12.3206 11.5267 3.05302 4.5199 11.0296 9.10303 7.16019 6.11997 5.28082 1.52321 3.80059 3.62144 8.57478 1.43826 1.08461 1.92653 3.70077 1.69269 0.700129
internal_count=3121 2299 822 564 548 1312 1048 312 306 886 772 667 604 258 216 536 394 236 182 168 90 987 984 364 129 116 142 197 113 63
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=1213 484 160 150 15 475 403 1425 14 132 129 133 38 124 52 1366 151 4 13 151 48 16 13 12 47 0 42 3 16 3
split_gain=0.394393 0.396942 0.379311 0.377691 0.3601 0.346995 0.337772 0.319808 0.308781 0.31073 0.421268 0.35861 0.319245 0.504267 0.391203 0.37999 0.326104 0.31326 0.285521 0.315131 0.30763 0.256224 0.253098 0.247152 0.242677 0.361338 0.374135 0.240742 0.22984 0.482534
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.40698999999999991 0.094605000000000009 -0.47006499999999996 -0.086004999999999984 -0.083259999999999987 1.0000000180025095e-35 0.08840000000000002 0.079970000000000013 0.085550000000000015 -0.40071499999999999 1.0000000180025095e-35 -0.043384999999999993 -0.43320999999999993 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.084034999999999985 -0.055494999999999996 0.090225000000000014 0.25084500000000004 -0.15714499999999998 0.09857500000000001 0.090100000000000013 -0.23091999999999999 0.11066000000000001 0.10732000000000001 -0.082779999999999979 -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=5 3 21 -2 -4 -1 -6 8 9 10 11 -8 13 -13 -15 -16 -17 18 23 20 -20 -3 -11 27 25 -21 -27 28 -18 -30
right_child=1 2 4 -5 6 -7 7 -9 -10 22 -12 12 -14 14 15 16 17 -19 19 24 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0035784786676657473 -0.0025946569935553507 -0.0031918152290652626 0.0035383458917030968 0.0016369572715561824 -0.0027902002352753535 -0.0031959930721116589 -0.0033165891946449625 -0.0039251917653402284 -0.0032358330185368071 -0.0015159959369887835 -0.003299417237709221 0.0027180991838754573 -0.0021291382647544948 -0.0035193480271804539 -0.003425524434308839 -0.0032103959264965834 0.0022798854419020889 0.0020832317173194322 0.0029415867694017033 0.0012940068930106289 -0.0014533001444832186 0.0036750917190039012 0.0027144939324790216 -0.00051682133896064448 0.00085172888830227619 -0.0018432118674534378 0.0019958379668632833 0.0036736778171329067 0.0036078448267166906 -0.0036135322843158773
leaf_weight=0.10376362502574921 1.2396117176977011 0.60254456274561263 0.38756635983009857 0.32244664145400737 0.4632437457330586 0.79069380639703268 0.32187230270937739 0.22159257542807687 0.29545286903157908 0.20521743851713825 0.40335586594301354 1.1522617258015007 0.57557235914282578 0.31655045386287461 0.30458812904543364 0.27658947434974024 0.74001359863905236 1.5159122845507216 0.72188615915364618 0.76150723290629274 0.26384114217944443 0.074018017039634287 1.0462463676230971 0.63921441894490261 1.4016004846780559 2.6332389167510075 0.34875325017492276 0.66566921374760557 0.182780671864748 0.29093668452696719
leaf_count=4 466 212 101 19 315 487 102 61 31 22 93 141 30 153 32 40 57 113 57 14 16 2 109 17 44 233 31 46 4 69
internal_value=0 -4.16373e-05 0.000114411 -0.00172115 0.000221542 -0.0024101 0.000139913 0.000228718 0.000289826 0.000360363 0.000206626 0.000314473 0.000405846 0.000525291 0.000296902 0.000409314 0.000521175 0.000622707 0.000366734 -3.88745e-05 0.00176525 -0.00244055 0.00202077 0.00135407 -0.000384518 -0.00084738 -0.00139422 0.00199039 0.00106719 -0.000827212
internal_weight=0 18.3741 16.812 1.56206 16.1355 0.894457 15.7479 15.2847 15.0631 14.7676 13.5161 13.1128 12.7909 12.2153 11.0631 10.7465 10.4419 10.1654 8.64944 6.13083 0.985727 0.676563 1.25146 2.51861 5.1451 3.7435 2.98199 1.8794 1.21373 0.473717
internal_count=3121 2630 2145 485 1931 491 1830 1515 1454 1423 1292 1199 1097 1067 926 773 741 701 588 395 73 214 131 193 322 278 264 176 130 73
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=1 15 12 38 3 151 51 457 160 403 133 3 484 12 1374 0 4 1 483 49 47 4 13 49 3 43 2 147 43 13
split_gain=1.12854 0.860872 0.713395 0.644106 0.60735 0.589528 0.566738 0.573429 0.554941 0.572063 0.524904 0.54902 0.712151 0.556621 0.594935 0.590199 0.530731 0.681617 0.496551 0.49233 0.463217 0.809072 0.444991 0.407291 0.418858 0.520122 0.430027 0.407105 0.405857 0.356411
threshold=0.099195000000000019 0.084050000000000014 -0.064509999999999984 0.10657000000000001 0.16158000000000003 -0.40381499999999992 -0.10748999999999999 -0.0029299999999999994 -0.090969999999999981 0.090990000000000015 0.10622000000000002 0.10299500000000002 -0.0068949999999999992 0.096295000000000019 -0.094929999999999987 -0.23001499999999997 -0.07533999999999999 1.0000000180025095e-35 0.10018500000000001 -0.046979999999999987 0.090280000000000013 -0.17966999999999997 0.15641500000000003 0.11136000000000001 0.12178000000000001 -0.25681499999999996 0.090790000000000023 0.08598500000000002 -0.074359999999999996 -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 6 3 -2 5 -4 -1 27 -9 10 11 12 -10 14 -14 -16 -17 22 20 -19 21 -7 -18 24 25 -23 -27 -8 -22 -3
right_child=2 29 4 -5 -6 18 7 8 9 -11 -12 -13 13 -15 15 16 17 19 -20 -21 28 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018119596275315761 0.0016379692340683337 0.0014022023387603604 -0.0018628630456943972 -0.00054189986693629867 0.0013054546775894016 -0.0018446763640750537 -0.0018495995834639123 -0.0014030888923983981 -0.0018244889848712024 -0.0018578191900376904 -0.0014531284776570874 0.0013074862513055225 -0.0014010294102398697 -0.0016722502339383669 0.0018847548120656766 0.00082812155846735962 -0.0016310687241857032 0.0015602640456133657 -0.0017769799039914294 -0.00021112189475613042 0.00026990260879686229 -0.0014453073180432585 0.0012003159576883385 0.0018697213761545547 -0.00086263877102651769 0.00020051322172620189 0.0013333825941863593 0.0013768304929166642 -0.00095772314636088322 -0.0014767382935684319
leaf_weight=0.71955779753625648 1.8129147844156244 0.14404634386301074 0.55845123436301847 0.5664959056302904 1.1151098744012404 0.48048146942164294 0.94811862264759728 0.92791611712891686 0.59691483399364287 0.4880767725408085 0.6382429414661609 1.2810504150111235 0.60014140303245689 0.48018122627399851 0.80866247229277544 2.9386067823506843 1.1434753084322657 0.77559502469375763 0.46835654508322555 1.4041032289387656 1.5214495873078706 0.36654666764661303 0.20906687760725606 0.67308522667735804 0.72659611515700806 2.1234143287874803 2.1444885700475425 0.14335774478968233 1.9651328190229831 2.7709781451849258
leaf_count=185 240 3 17 18 83 77 155 162 141 72 68 25 33 51 11 108 169 33 29 82 45 8 7 18 11 78 118 12 74 988
internal_value=0 -0.000451693 0.000225514 0.00111898 5.04418e-05 -7.64604e-05 -0.000269227 -0.000186283 -7.62164e-05 3.2127e-05 0.000116941 0.000214822 5.8542e-05 0.000192996 0.000306663 0.000447449 0.000267829 -0.0001983 1.88272e-05 0.000419185 0.000102925 0.000383873 -0.00119341 0.000561326 0.000397056 0.000594553 0.000769745 -0.00142583 -0.000422021 -0.00133448
internal_weight=0 17.0181 14.5225 2.37941 12.1431 11.028 14.1031 13.3835 12.292 11.3641 10.876 10.2378 8.95675 8.35983 7.87965 7.27951 6.47085 3.53224 10.4696 2.1797 10.0012 6.51461 1.35254 6.03413 5.36105 4.63445 4.2679 1.09148 3.48658 2.91502
internal_count=3121 2305 816 258 558 475 1314 1129 962 800 728 660 635 494 443 410 399 291 458 115 429 310 176 233 215 204 196 167 119 991
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=1 15 12 484 40 43 3 51 376 42 457 159 133 48 50 2 51 48 455 13 51 8 157 16 160 1374 150 2 0 15
split_gain=1.77961 0.993246 0.910074 0.76142 0.752964 0.713183 0.694134 0.675687 0.661443 0.872911 0.722026 0.64446 0.620407 0.618727 0.940126 0.917717 0.684436 0.573787 0.56896 0.573521 0.557993 0.510015 0.508302 0.507613 0.502396 0.468593 0.642105 0.615904 0.424796 0.409205
threshold=0.099195000000000019 0.084050000000000014 -0.064509999999999984 -0.0068949999999999992 0.57330500000000006 0.25787500000000008 0.16158000000000003 -0.10748999999999999 0.089985000000000023 -1.0000000180025095e-35 -0.0029299999999999994 -0.032739999999999991 0.099660000000000012 0.12649500000000002 0.11534500000000002 0.11548000000000001 0.13705500000000001 -0.055254999999999992 -1.0000000180025095e-35 -0.28558999999999996 -0.088764999999999983 0.087195000000000009 -0.084489999999999996 0.15891500000000003 0.032695000000000009 -0.094929999999999987 0.083095000000000016 -0.013254999999999998 -0.10324499999999999 -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=1 3 4 -1 -2 7 13 -5 9 20 17 -12 22 14 15 21 -15 -11 -3 -20 -9 24 -13 -21 28 -24 27 -27 -4 -29
right_child=2 18 6 5 -6 -7 -8 8 -10 10 11 12 -14 16 -16 -17 -18 -19 19 23 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.001734652053070387 0.0016124147787591728 0.0024930537493701838 0.00023232600388610971 -0.0020977449802889441 -0.0023127645654955867 -0.0022014857155762202 0.0014866780762640948 0.00077109825233054514 0.0023127821993166641 0.0018870805408631871 -0.002105961869239773 -0.0014078866387280487 -0.0016004001875946563 -0.0020616146792912802 -0.0021425550798250519 0.0015770326690273805 0.00025823913228971603 -0.0021511956371705943 0.0018058000267248014 -0.0020920956480106928 -0.001962673082776434 0.0018442272458786765 -0.00097315951703608476 0.00038075710083614668 0.001276100627666601 -0.0020949844410367716 0.0017366391339075145 -0.00063727305214423397 -0.00081347478514309682 0.00081803396645905755
leaf_weight=1.599273762316449 2.7669963212683828 0.14472354948520649 2.9591670199297333 0.71527457376942116 0.22312112152576435 0.7504725585458808 1.3299435824155796 0.39576744521036733 0.48337316326797086 0.17696861759759486 0.47322873887605332 0.56789998116436535 0.64734138443600464 1.2537593459710472 0.71767870360054153 1.9044244796969003 0.94024429470300663 0.92894477304070899 0.19227333832532201 3.3596161553869019 1.5540373014518998 0.58312869607470919 0.73774787038563694 0.39158210507594038 0.91612153220921744 0.38896256964653098 2.0436879233457148 0.97939968388527177 3.6835210605058801 4.9009796287864678
leaf_count=304 255 1 61 119 3 86 83 16 7 8 58 69 32 32 42 95 22 91 3 969 211 17 16 18 25 25 70 92 181 110
internal_value=0 -0.000598205 0.000288339 -0.000383371 0.00131952 -0.000246108 7.25389e-05 -0.000148236 -5.05755e-05 -0.000133387 7.63874e-05 0.000239235 0.000347341 -7.26006e-05 0.000130174 0.00029253 -0.00106744 -0.00150499 -0.0015096 -0.00165649 -0.00140778 -7.91887e-06 0.000478425 -0.00183396 -0.000150804 0.000596783 0.00073611 0.000409956 -0.000347594 0.000575647
internal_weight=0 21.4316 17.2781 17.3434 2.99012 15.7441 14.288 14.9936 14.2783 13.795 11.8452 10.7392 10.266 12.958 10.764 10.0464 2.194 1.10591 4.0882 3.94347 1.9498 8.14194 9.61868 3.7512 7.55881 9.05078 8.31303 6.26934 6.64269 5.88038
internal_count=3121 2305 816 1314 258 1010 558 924 805 798 571 472 414 475 421 379 54 99 991 990 227 284 382 987 267 313 297 227 242 202
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=4 12 43 151 3 0 16 0 1 3 52 0 42 50 16 0 15 2 15 0 52 4 13 34 1 159 47 14 139 160
split_gain=2.64353 2.35444 1.421 1.40704 0.929636 0.964515 1.0398 0.867242 1.10431 0.737769 0.878628 0.684396 0.650895 0.581452 0.484951 0.908539 0.645631 0.735337 0.511946 0.433089 0.399619 0.394219 0.384966 0.318302 0.317432 0.313351 0.299961 0.3138 0.364834 0.278633
threshold=0.27834500000000006 0.051320000000000005 -0.04890499999999999 -0.27559499999999998 0.14121000000000003 -0.060129999999999996 0.26435500000000006 -0.10607499999999999 0.083135000000000014 0.20828500000000003 -0.085984999999999992 -0.053834999999999994 -0.095284999999999995 0.11875500000000001 -0.008904999999999998 -0.14226499999999997 -0.074054999999999996 0.090675000000000019 -0.095869999999999983 0.11070500000000001 -0.0092699999999999987 0.24564500000000003 -0.017449999999999997 -0.11726499999999999 0.13021500000000003 -0.50206999999999991 0.11893500000000001 -0.46885499999999997 -0.060214999999999998 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 12 -2 5 7 19 8 -3 10 29 -8 -1 23 16 -16 17 -12 21 22 -11 -19 -7 -5 25 -9 27 -25 -29 -4
right_child=3 4 9 13 -6 6 11 24 -10 20 14 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00028753595724492168 -0.0013570314900792323 -0.0014711768853020932 -0.0014653128998351039 4.1817808014314011e-06 0.00038991979979178187 -0.00016047799506654228 0.00083630908211280118 0.00034070510028102324 0.00030531140011601004 0.0014741579502097839 -0.00070864896586597009 -0.0015160314368287324 0.0010097238577710635 -0.0006923105698366436 0.0015921206488592138 -0.00029041496914423867 -0.0010838942852614392 -0.0010846966469295874 0.0012640613901813635 -0.00078942262187671366 5.474063854246512e-05 0.00074171641481510871 0.0010055255913917285 0.00031147542540060078 0.0015015005602804137 -0.0013406584524674958 -0.00011907047259885938 -2.5972598253624409e-05 0.0014195118476387446 -0.00012983919024585531
leaf_weight=0.99365911632776249 0.65072436816990364 1.1456174878403538 1.5322285997681317 0.64442553604021657 1.6046066898852576 0.95496847853064615 0.30845075170509506 0.23533921083435316 1.9358369898982344 0.76572108594700694 1.6713990573771296 1.4513122803764416 3.9891184933949289 0.46956431120634068 0.88053000159561667 1.3143387930467714 1.6435057688504451 0.48879125923849631 1.0613037031143906 0.62215291149914254 0.87313408218324073 0.48350421851500869 1.4926954756956572 0.7754377198871224 0.084845915436744579 7.2889505760977045 0.40817443560808886 0.39234217349439848 4.2427159061189732 0.40659527759999026
leaf_count=28 15 110 96 13 22 52 14 29 49 44 43 127 164 14 14 43 40 27 14 30 25 15 44 34 2 1739 13 10 241 10
internal_value=0 -0.000279087 0.00011458 0.00065932 -0.000649284 -0.000756726 -0.000224807 -0.000997025 -0.000355148 -0.00017058 -0.000324146 -0.00110371 0.000751026 0.000848583 -0.000102823 0.000464814 -0.000335764 -3.89998e-06 0.000575328 0.000279023 0.000717934 -0.000176456 0.000550603 0.000960533 -0.00125696 -0.00128807 0.00106645 0.00115589 0.00129716 -0.00118525
internal_weight=0 33.2286 16.1038 7.58338 17.1248 15.5202 4.82958 10.6906 3.08145 11.1211 9.4822 1.75976 4.98278 6.93266 7.54337 2.19487 5.3485 3.705 2.0336 3.06982 1.63886 0.972295 2.44766 6.4631 7.60914 7.52429 5.81867 5.4105 4.63506 1.93882
internal_count=3121 2781 563 340 2218 2196 267 1929 159 371 302 141 192 325 196 57 139 99 56 126 69 42 96 311 1770 1768 298 285 251 106
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=1 0 2 13 31 2 8 48 4 44 51 14 39 45 0 11 3 453 159 484 42 133 12 16 51 124 42 43 13 133
split_gain=0.403419 0.566828 0.547774 0.375795 0.329318 0.393058 0.480025 0.407684 0.732631 0.554686 0.436293 0.381649 0.371865 0.378442 0.440113 0.332748 0.324913 0.303398 0.30214 0.279964 0.274432 0.291824 0.258527 0.235256 0.231856 0.292719 0.213549 0.330022 0.2672 0.246507
threshold=0.08592000000000001 -0.060129999999999996 0.084055000000000005 -0.50061499999999992 -1.0000000180025095e-35 0.090425000000000019 0.088180000000000022 0.12879500000000002 -0.17966999999999997 0.083555000000000018 0.12808000000000003 0.087740000000000012 0.16946000000000003 -0.080359999999999987 -0.10607499999999999 0.088710000000000011 -0.084074999999999997 1.0000000180025095e-35 -0.47115499999999993 0.087825000000000014 -0.095284999999999995 0.10622000000000002 0.095330000000000012 -0.061854999999999993 -0.42597499999999994 -0.079269999999999993 0.092620000000000022 -0.52440999999999993 0.11596500000000001 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=1 2 16 -4 -2 6 12 8 -7 11 -9 15 13 -6 22 17 -1 -10 -16 24 -3 26 -15 -12 -20 -26 28 -28 29 -22
right_child=4 20 3 -5 5 7 -8 10 9 -11 23 -13 -14 14 18 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025388610795565639 0.0034054800970397033 -0.0034436955770823455 0.0010860586766967275 -0.0030439485514036388 0.0036771641731277666 -0.003171669220217149 0.0029913368912656024 -0.0029316669779316804 0.0023593707760688068 -0.0030018785862830854 0.0029006618504402839 -0.0023711463714535083 0.0036230322757665719 -0.00075932446832021889 0.0020241080002375172 -0.0016350916033091246 0.0019479525507853674 -0.0007842207439488632 7.7190129038673489e-05 0.0019556633104567335 -0.00020448521295349817 -0.002426307517852454 0.0018931935876631183 -0.00083366685719645471 0.0015717209210866787 -0.0032477517017179144 0.0025964560002212566 -0.0034320534295058658 0.0029130013656928451 0.0026028034396122688
leaf_weight=0.25585134341963567 0.34010802442207833 0.22188551980070803 0.270016127265991 2.1478236863040356 0.18178132455795815 0.41593935785931524 0.38813661248423148 0.65025002264883347 3.9308456885046326 0.29603090928867448 0.32047457131557167 0.24379073979798693 0.19754788372665633 1.2636823368957251 0.19104667234932815 0.27763071446679521 0.56098035647301125 0.36531352065503586 0.32123207760741923 0.16037883987883095 1.4818828276474989 0.3685206965310498 0.58533204905688752 0.43023556377738714 0.14707016618922297 2.0449539377878008 0.1482287161052227 0.29685273196082551 0.63230549544095982 0.44214318622834969
leaf_count=145 86 23 8 1364 3 109 42 30 336 18 18 18 4 49 14 21 50 21 26 22 74 42 17 24 20 457 3 47 13 17
internal_value=0 -0.00079161 -0.00179351 -0.00258272 0.000202276 0.000114501 -0.000545759 0.000636684 0.0010395 0.00138203 -0.000953204 0.00165141 -0.00081532 -0.000994421 -0.00117458 0.00186582 0.000542575 0.00209206 -0.00198459 -0.00227103 0.000110668 0.000344697 8.03682e-05 0.0007605 -0.00254075 -0.0029244 0.000684928 -0.00142434 0.00105217 0.000440633
internal_weight=0 6.82649 3.23467 2.41784 12.7518 12.4117 5.48116 6.93051 5.52955 5.11361 1.40096 4.81758 5.09303 4.89548 4.7137 4.57379 0.816832 4.29616 2.86468 2.67364 3.59182 3.36993 1.84901 0.75071 2.51326 2.19202 3.00141 0.445081 2.55633 1.92403
internal_count=3121 1786 1567 1372 1335 1249 654 595 523 414 72 396 612 608 605 378 195 357 539 525 219 196 66 42 503 477 154 50 104 91
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 3 52 52 43 42 160 4 0 1 43 4 50 15 16 0 15 2 15 52 3 48 4 148
split_gain=1.89766 1.73883 0.968994 0.927733 0.804474 0.900613 0.853854 0.620337 0.717222 0.615092 0.57636 0.565602 0.479763 0.464017 0.438101 0.523564 0.633297 0.419587 0.415013 0.408807 0.366491 0.688155 0.512045 0.499055 0.448834 0.364352 0.353897 0.319988 0.310359 0.280534
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.084050000000000014 0.20828500000000003 -0.085984999999999992 -0.12005499999999998 -0.50216499999999986 -0.095284999999999995 0.096485000000000015 -0.51843499999999987 -0.084044999999999995 0.083135000000000014 0.15359500000000004 0.24564500000000003 0.11875500000000001 0.19724500000000003 -0.008904999999999998 -0.14226499999999997 -0.074054999999999996 0.089885000000000007 -0.095869999999999983 -0.0092699999999999987 0.076840000000000006 -1.0000000180025095e-35 0.24564500000000003 -0.083019999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 11 17 6 9 8 12 -6 -8 -1 -5 -11 15 16 -15 -3 29 -12 22 -22 23 -10 28 -9 -23 -13 -25 -4
right_child=2 4 18 7 5 -7 10 25 20 13 19 27 -14 14 -16 -17 -18 -19 -20 -21 21 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00045329498561609978 -0.0016448508546473219 -0.001910611731593626 -0.00024360257508430265 -0.001899246241462953 -0.0018841363879427951 0.0014451123916999927 0.000448925979329346 0.0019007206719385025 -0.00088843932989429134 -0.0020707818895163333 -0.0014879364926380964 -0.00034977094660746045 0.00068300451889225183 -0.0019351743442297996 0.00080464780065297753 0.0010932007037404239 0.0012202098908051344 0.00025111737309348853 -0.00070930112703991674 0.0012137352019009852 0.0020094054096051013 0.0007242362525184357 -0.0012735300028067459 -0.0014508152184122022 0.0013836932257996256 6.6533753066742383e-05 -0.0012540611786351218 0.0014382955248461418 0.00076778374238762465 0.001280985296573427
leaf_weight=0.86282769427634765 0.50964714772999276 2.5070547292707483 0.45063145831227291 1.3784649901790524 0.59450099640525866 0.72747045243159014 0.66669259569607486 0.70894732209853828 1.2134355134330665 0.30684719700366248 4.8689856003038603 0.38827428361400995 0.3000774870160966 0.8574579961132256 2.3561097504571045 0.52771383500657965 0.29206035798415542 0.35052636149339367 0.44217204768210638 0.19969956204295147 0.73131690826266993 0.62602360174060467 1.4625554541125891 0.45036290353163799 1.1315614865161503 0.77801294717937597 0.6129699544981122 2.9264925299212328 0.41492879670113325 5.000486653065308
leaf_count=28 15 704 14 98 116 23 18 44 39 12 1143 16 8 101 48 24 6 17 14 6 14 20 40 28 17 25 23 148 15 297
internal_value=0 -0.000312544 0.000803358 0.000151067 -0.00076741 -0.000547271 -0.000683109 -0.000159999 -0.000356736 -0.000118701 -0.00116872 0.000881426 -0.00143761 0.000123121 0.000290027 -0.000432891 -0.00113348 -0.00164544 0.00101508 -0.00138149 -8.36284e-05 0.000585796 -0.000365892 4.76133e-05 0.000616428 0.00094103 -0.000254491 0.00122885 -0.000386942 0.00115495
internal_weight=0 28.2414 6.40294 13.9863 14.2551 11.3975 10.6701 9.80866 8.3217 4.93469 5.73538 4.17759 1.67854 4.34019 4.03334 1.67723 1.14952 2.85758 5.89329 5.06869 6.64315 1.97031 4.67284 3.21029 1.99685 1.48696 1.23899 3.31477 0.865292 5.45112
internal_count=3121 2781 340 563 2218 1497 1474 371 302 307 1167 192 106 191 179 131 107 721 325 1149 196 57 139 99 60 69 43 164 43 311
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=1456 1213 1456 15 403 475 1374 156 158 453 14 15 2 4 160 456 40 38 457 43 47 33 42 15 133 123 139 1 13 151
split_gain=0.384373 0.377754 0.396016 0.358204 0.368194 0.353028 0.317636 0.320179 0.337898 0.303364 0.308764 0.333146 0.348422 0.379647 0.472406 0.438588 0.404652 0.331877 0.36287 0.297702 0.290344 0.311732 0.289429 0.288989 0.313299 0.275144 0.268613 0.288357 0.25265 0.226582
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 -0.083259999999999987 -0.086004999999999984 0.093235000000000012 0.10499000000000001 0.090905000000000014 0.10218000000000001 0.076175000000000007 -0.21699999999999997 0.10912000000000001 -0.49405499999999997 -0.091944999999999985 0.087515000000000009 0.064905000000000018 0.084835000000000008 0.5717850000000001 -0.52440999999999993 0.13206500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079055000000000014 -0.087414999999999979 0.08128500000000001 -0.073429999999999981 0.11785500000000002 -0.53104499999999988 -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=29 5 3 26 -5 -2 7 8 9 10 11 -6 13 19 16 17 -15 18 20 -13 21 -16 23 24 -23 -4 -3 -28 -24 -1
right_child=1 2 25 4 6 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00054254202882072068 0.0029978131108449289 -0.0019626062582720669 -0.00294542514455094 -0.0024875151217107422 -0.0030261677636133559 -0.0026315623741512881 -0.0025699552254862721 -0.0026584859636931951 -0.002286306353092587 -0.002800755759847018 -0.0022288885917104962 0.0013181585307054117 0.0013577755975876257 -0.002965903004641523 -0.0020188211752817133 -0.0029346468717096293 0.0030868976604191771 -0.0028364732187583079 -0.00303834512138267 -0.0026949655027904249 -0.0013718641843384093 -0.002807754617273484 -0.0030861119192213547 -0.0030493034009698131 0.0017119240964104992 0.0029683861326046329 0.00060755239657932214 0.0029947766252420506 0.001590419797521721 -0.0029624346463877306
leaf_weight=0.21024759119609371 0.10825281962752342 0.18996450724080194 0.54651232803007488 0.49217330524698333 0.23084706967347557 0.74974524724530667 0.37521516130073074 0.33708756923442784 0.4431605373683859 0.26247364439768794 0.37862352299271229 0.21116185188293457 3.068655208189738 0.55477005889405973 0.25938305479939394 0.28515134449116875 0.11286936234682798 0.21309316612314422 0.19790024310350407 0.61152654117904681 0.42510425118962292 0.16919424792286009 0.099948596209288421 0.2336608026525937 0.56555752555141037 0.076107292901724577 0.94990461110138358 0.78449986124178395 5.2908091532299126 0.61395048093982296
leaf_count=28 4 5 256 327 27 457 35 118 70 13 47 5 243 156 28 52 4 12 7 69 14 44 2 137 41 7 53 177 423 260
internal_value=0 -3.38485e-05 5.94083e-05 0.000144268 -9.32973e-06 -0.00192131 7.58078e-05 0.000146966 0.000216431 0.000300641 0.000363705 0.000442048 0.000507146 0.000224345 0.000409213 0.000612085 -0.00194263 0.000747752 0.000853223 -0.00166491 0.000962562 0.0011125 0.00124022 -0.000226522 0.000671159 -0.00222254 0.00132703 0.00168733 0.00150371 -0.00206834
internal_weight=0 18.2234 17.3654 16.7427 14.8184 0.857998 14.3262 13.951 13.6139 13.1707 12.9083 12.5296 12.2988 9.23013 8.40744 7.7398 0.667639 7.45465 7.24156 0.822688 7.04366 6.61855 6.35917 0.968413 0.734752 0.62262 1.92437 1.7344 5.39076 0.824198
internal_count=3121 2833 2372 2109 1874 461 1547 1512 1394 1324 1311 1264 1237 994 920 760 160 708 696 74 689 675 647 222 85 263 235 230 425 288
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=123 1456 39 4 453 42 475 47 42 1456 13 13 155 14 3 15 159 15 42 1374 48 0 452 43 160 1 42 4 133 48
split_gain=0.379207 0.436707 0.367466 0.346259 0.482275 0.37039 0.463848 0.350697 0.333073 0.315451 0.305349 0.347108 0.302891 0.271981 0.284588 0.328771 0.320127 0.349511 0.306951 0.317864 0.308951 0.253699 0.242786 0.242166 0.364683 0.36803 0.501929 0.29712 0.220673 0.209577
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.16946000000000003 0.24564500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082139999999999991 0.12431000000000002 -0.088934999999999986 -1.0000000180025095e-35 -0.53104499999999988 -0.50061499999999992 0.088610000000000008 0.076175000000000007 0.30112000000000005 -0.10203999999999998 0.10904500000000002 0.091650000000000023 0.11159000000000001 -0.094929999999999987 0.095425000000000024 -0.23091999999999999 0.085195000000000007 -0.20207499999999998 -0.090969999999999981 0.10089500000000001 0.085730000000000015 -0.0016099999999999997 -0.080849999999999991 -0.40315499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -5 -2 22 -11 -12 13 14 15 -13 17 18 19 20 -17 -21 -7 -23 -25 26 27 -26 -10 -19
right_child=8 -3 -4 4 -6 9 -8 -9 28 10 11 12 -14 -15 -16 16 -18 29 -20 21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0023478158398704545 -0.0017468511845263055 -0.0033836766442464188 0.0035579488440177598 0.0012130874853811912 -0.0034480055723658193 -0.0034010813125089309 -0.002814946988698054 -0.0026866185254404121 -0.0016335460778832359 -0.0035372543512194573 0.0036067911073095005 -0.0031001112157811287 -0.0034309985701935423 -0.0034209604344372 0.0033805033112438198 -0.0035992102037829803 -0.0034642859519426546 0.0036459218059996484 -0.0034238482535790308 0.0035614362094773893 0.00076029398017083024 0.0026076338541689815 0.0035906086311707258 -0.0033989824215426871 0.0012661430653453708 0.0027520151309583189 -0.0030634297397671888 -0.0014163695641897448 0.0023289998470314818 -0.0022329687107817508
leaf_weight=0.22827987902564917 0.34185764053836454 0.50080400431761596 0.28619828820228654 3.3918754105106927 0.30839677620679129 0.54010560494497895 1.3591244804847509 0.28040951583534468 0.17729652568232257 0.29399246466345985 0.27993634203448792 0.38347657833946502 0.31122748082270923 0.2626349884085365 0.27734150376636524 0.36866934201679313 0.27545164560433466 0.074277773499488831 0.21681368691497471 0.3785049486905282 0.36169983446598053 0.65931008150800696 0.062205616384744644 0.26277020177803301 2.2471871369052683 0.77521207137033332 0.45953916254802596 0.58432490227281197 1.4386505309958 0.81955478573217977
leaf_count=27 23 269 23 263 15 244 722 13 19 9 8 79 151 47 47 38 37 1 66 9 5 15 1 73 140 32 239 45 223 238
internal_value=0 -0.000302781 -0.000204809 -0.000274455 0.000577272 -0.000569749 -0.00207251 0.000915312 0.00125846 -0.00032865 -0.000176299 -6.64853e-05 -0.000184435 -6.42436e-05 4.4005e-05 -7.36222e-05 8.14678e-05 0.00021697 0.000494632 0.000633971 -0.00144026 0.000916251 -0.00267899 0.00071554 0.000427375 0.000674641 0.000185313 0.000712566 0.00189424 -0.00174443
internal_weight=0 16.2493 15.7485 15.4623 3.98068 11.4816 1.5874 3.67228 1.9578 9.89424 9.29192 8.99793 8.718 8.40677 8.14413 7.86679 7.48332 7.20786 6.31403 6.09722 0.730369 5.36685 0.602311 4.98834 4.32903 4.06626 3.29105 2.83151 1.61595 0.893833
internal_count=3121 2856 2587 2564 291 2273 749 276 265 1524 1279 1270 1262 1111 1064 1017 938 901 662 596 43 553 245 544 529 456 424 185 242 239
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=1 0 1425 4 1365 2 14 480 3 0 48 14 0 16 40 13 16 457 2 2 3 4 42 31 12 47 51 0 160 147
split_gain=0.35409 0.498026 0.337019 0.377429 0.29032 0.307019 0.339765 0.327478 0.282807 0.279856 0.554821 0.375974 0.374587 0.328923 0.355503 0.306439 0.301006 0.355443 0.278469 0.275272 0.260438 0.303312 0.256339 0.248567 0.22396 0.220892 0.348496 0.216701 0.216281 0.209896
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 0.50996500000000011 0.088010000000000019 0.14753000000000002 0.076175000000000007 0.08610000000000001 0.11296500000000002 -0.10607499999999999 0.12879500000000002 -0.10708499999999999 -0.075359999999999996 0.071345000000000006 0.064905000000000018 -0.068269999999999983 -0.013324999999999998 -0.0029299999999999994 0.084055000000000005 0.083995000000000014 -0.073884999999999992 0.09173000000000002 -0.088934999999999986 -1.0000000180025095e-35 0.099815000000000015 0.09585500000000001 0.087505000000000013 0.16094000000000003 -0.55045999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 9 18 10 11 -2 23 -14 20 -13 17 -17 19 -1 21 28 -3 -11 -24 26 -19 -26 -15 -25
right_child=2 22 -4 -5 -6 -7 -8 -9 -10 12 -12 15 13 14 -16 16 -18 25 -20 -21 -22 -23 24 29 27 -27 -28 -29 -30 -31
leaf_value=-0.0023604434378538945 -0.0021192719493693443 -0.0034294175256832675 -0.0037655180311739001 0.0028673612241632588 -0.0032146102557275395 0.0026336618580204605 -0.0023591597899993906 -0.0032386667632981593 0.00045664289365194259 0.0035847699458743847 -0.0023707599048757616 0.0028732875177004914 0.001295114359492564 0.0035540119357081574 0.0030564586352967867 -0.002305230062172408 0.0031695426587342425 0.0029725895449443204 -0.0033252734998026612 0.0034423956989083912 -0.0029202998358037555 0.0038497134988538565 0.00078248134374990638 -0.002606615704604541 -0.0034928663102391424 -0.00073048933165981232 -1.5354957500554649e-05 0.00062503530464546523 -0.0033274469071014521 0.0020311391631479322
leaf_weight=0.23143983245245303 0.34935618191957463 0.21769416617462445 0.23266388312913555 0.57498719316208813 0.2783202795544647 0.54152525408426377 0.58943354425719086 0.29002296173712316 0.39578725211322296 0.08834821730852116 0.53261355240829278 1.1995317343389613 1.7233837514359041 0.064675636589527019 0.21050021145492781 0.42478489154018495 0.5435561836929933 0.92304759519174717 1.3809175505884921 0.14567255141446367 0.67806826758896921 0.16756618954241276 2.1639349858160153 1.1055786244105483 0.29804286494618271 0.60676618036814023 0.79418676486238837 0.26315457513555884 0.21935171558288857 0.11812413064762939
leaf_count=128 34 21 54 145 18 77 74 68 9 6 18 84 229 1 5 20 43 52 1313 10 77 3 79 337 69 18 21 7 88 13
internal_value=0 -0.000860547 0.00017663 0.000252912 0.000121607 0.000204732 8.0982e-05 0.000224247 -0.0020689 0.00032726 0.000832836 0.00118528 -0.000293657 0.000339561 -0.000889235 0.0014423 0.000920928 0.000476277 -0.00263748 -0.000118898 -0.00162447 0.000321215 2.38314e-05 -0.00177218 0.00029969 0.000984686 0.00159072 -0.00156192 -0.00176048 -0.00215893
internal_weight=0 5.09664 12.2564 12.0237 11.4487 11.1704 10.6289 10.0395 2.15382 9.74944 5.37384 4.84123 4.3756 3.06355 1.34016 4.49187 3.29234 2.74879 1.75803 0.377112 1.12966 0.451594 2.94283 1.31205 2.72513 2.324 1.71723 0.561197 0.284027 1.2237
internal_count=3121 1636 1485 1431 1286 1268 1191 1117 1460 1049 290 272 759 403 174 238 154 111 1451 138 169 92 176 356 155 91 73 76 89 350
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=31 2 8 123 1447 45 14 0 0 0 133 16 13 1426 151 4 151 48 15 16 150 4 43 11 16 12 1 160 13 43
split_gain=0.337294 0.320165 0.374803 0.360765 0.297071 0.271218 0.287735 0.324437 0.555805 0.413935 0.317879 0.287748 0.303466 0.26592 0.28041 0.440582 0.285107 0.25357 0.330379 0.307507 0.237965 0.234443 0.30677 0.309 0.22124 0.197432 0.204351 0.193806 0.20307 0.216547
threshold=-1.0000000180025095e-35 0.098035000000000011 0.088180000000000022 0.087755000000000014 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 -0.006494999999999999 0.064860000000000015 0.24813000000000004 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.08483499999999998 0.086260000000000017 -0.11713499999999999 -0.094359999999999986 -1.0000000180025095e-35 0.033845000000000007 0.18116500000000002 0.075910000000000019 -0.51370499999999997 0.095330000000000012 0.077565000000000009 0.085330000000000003 -0.10278499999999999 -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=-1 2 5 4 -3 -2 7 17 -9 -10 -11 -12 -13 -6 -15 16 -16 18 -7 -19 -17 22 23 27 -23 26 -20 28 -18 -30
right_child=1 3 -4 -5 13 6 -8 8 9 10 11 12 -14 14 15 20 21 19 25 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0037484470411172466 0.0040040777231626773 -0.0037245501269703783 0.0032761552650557718 0.0031843358018984677 -0.0042260378268024635 -0.0020420150902911442 -0.0039116444944706308 -0.0026238484953260664 0.003401511600001632 0.0022124472377867263 0.00039309182726366434 -0.0038038423530468908 0.00023005336069506022 -0.0030419153573609456 0.0032317404480964444 -0.0014521019888320019 0.002140024216697599 -0.0034568979543557212 -0.0016607074548136403 0.00055407334279566195 0.0029787960927390011 0.0009006544751605321 -0.0038089831907805178 -0.0037539699602627498 -0.002710021877425476 0.0038615888052460625 0.0016547630158578095 0.0029074494585578721 0.001469735333126893 -0.0014648407826237094
leaf_weight=0.29313386400463315 0.1541276560164978 0.25587544252630312 0.31184356921585354 0.56139170116512094 0.1693231705285142 0.42596744280308518 0.39953020089888092 2.3324524786439729 0.37043769191950593 0.39656435401411805 0.73945875850040099 0.78633475251262985 0.36399894952774048 0.29812238493468601 0.34292875457322214 0.18677850789390493 0.64870027132565211 0.4844572088913992 0.32028951379470649 0.53849088697461389 1.2051972590852527 0.31761341568198986 0.2252894052362534 0.19998167402809475 0.78855326087796107 0.383126557804644 1.0994466538541017 0.53923020430374879 0.54754212201805874 0.86630197195336134
leaf_count=86 3 49 42 104 30 38 80 1622 12 24 33 89 7 25 34 11 41 22 39 20 156 10 34 56 154 12 46 39 83 120
internal_value=0 -0.000204886 -0.000659152 0.000373455 0.000134053 -0.000798691 -0.000884361 -0.000737596 -0.0013227 -0.000180388 -0.00076073 -0.00138464 -0.0025274 0.000289891 0.000413897 0.000589466 3.13301e-05 0.00016013 0.000851147 -0.00134548 0.00238425 -0.000234205 0.000291676 0.000621411 -0.00167329 0.00153472 0.0009068 0.000957718 0.000447982 -0.000328362
internal_weight=0 16.2594 9.10653 7.15283 6.59144 8.79468 8.64056 8.24103 4.98925 2.65679 2.28636 1.88979 1.15033 6.33556 6.16624 5.86812 4.47614 3.25178 2.22883 1.02295 1.39198 4.13321 3.02705 2.80176 1.10617 1.80286 1.41974 2.60177 2.06254 1.41384
internal_count=3121 3035 2089 946 842 2047 2044 1964 1787 165 153 129 96 793 763 738 571 177 135 42 167 537 373 339 164 97 85 283 244 203
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 12 50 42 39 16 38 42 43 49 49 52 1374 159 151 132 160 1 12 48 2 376 484 2 12 12 151 13 1 0
split_gain=1.13447 0.716219 0.685482 0.606227 0.60197 0.603118 0.561959 0.539084 0.801936 0.592512 0.51102 0.487866 0.513308 0.592449 0.460074 0.419538 0.452555 0.486082 0.58132 0.634233 0.443174 0.396088 0.378729 0.345992 0.309234 0.289732 0.483078 0.281246 0.279831 0.56378
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 -1.0000000180025095e-35 0.15619500000000003 0.071345000000000006 0.10657000000000001 0.084050000000000014 -0.50216499999999986 -0.048674999999999989 -0.086009999999999989 0.11434500000000002 -0.094929999999999987 0.094385000000000011 -0.27559499999999998 0.080640000000000017 -0.079279999999999975 0.13686500000000004 0.11734000000000001 0.12649500000000002 0.090790000000000023 0.091135000000000008 0.087235000000000021 0.113445 0.096475000000000019 0.10345000000000001 -1.0000000180025095e-35 -0.090799999999999978 0.080000000000000016 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 14 -2 10 -9 27 -5 12 -12 -14 -3 16 23 18 19 20 24 22 -1 -16 -18 26 -7 -10 -11 -30
right_child=1 4 -4 7 -6 25 -8 8 9 28 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017754826322333417 0.001801882157919224 -0.0017755563630254805 -0.0018136514665176128 -0.0012547461799714227 0.0021224393853051578 0.0011937755444975968 -0.00045715171264562794 0.001164086879556188 0.0013790141936845309 -0.0020117186887218383 -0.0012661684545587938 -0.0015199068341434721 0.00076915350419781432 -0.0012330347318884054 -0.0020178500703362974 0.0019048073659167211 -0.0006499365725238153 0.0018531456583336199 -0.0013954576981929341 -0.0013328397540650681 0.0013056545772305223 0.0011380123619630688 0.0013924200635933432 0.00015694430399118474 0.00097638624278527483 0.00015264595125298819 -0.0019352752424646497 -0.0011829789629869492 -0.0017511527832257704 0.0017141806760713478
leaf_weight=1.9916003055986982 1.7561344121349969 0.43153035687282404 1.3923226116457943 0.97353864740580309 0.51703743636608201 0.22283545276150118 0.55467569455504406 0.67158504412509579 0.44071184110362083 1.8693592799827432 0.64540937903802831 0.55021670437417913 5.5992179207969475 0.62932288367301215 0.58203900780062834 0.57743371068499971 1.0980759682133792 0.75229986989870656 0.77415945474058379 0.66966250631958235 2.2443158756941557 0.23340305779129256 0.15576192282605905 0.53967707580886781 0.75547110068146128 0.60386010922957201 1.2391532716574156 0.26125631993636611 0.56292505201417953 0.26400399766862381
leaf_count=599 240 17 483 36 25 13 18 17 38 620 23 25 200 53 32 33 27 43 21 20 115 6 14 28 25 31 134 55 120 10
internal_value=0 0.000269379 -0.000500993 -0.000377906 6.14951e-05 -4.0081e-05 0.00125963 -0.000205149 -0.000789557 -0.00117565 7.80763e-05 0.000252851 0.000394749 0.000566855 0.000192226 0.000298462 0.000173382 0.000377426 0.000177093 0.000432447 0.000720925 -0.00128259 -0.00154569 -0.000971519 1.29222e-05 -0.000987444 -0.00145835 0.0004255 -0.0015925 -0.000644816
internal_weight=0 13.3184 16.2406 14.8483 11.0076 10.4905 2.31081 12.4675 4.06984 3.39826 8.39771 7.42417 6.87395 6.22854 8.42466 7.99313 7.4157 6.29398 5.54168 4.76753 4.09786 2.38077 2.14736 1.12172 1.85355 2.06585 1.46199 0.701968 2.69629 0.826929
internal_count=3121 822 2299 1816 564 539 258 1197 860 843 337 301 276 253 361 344 311 251 208 187 167 619 613 60 52 178 147 93 750 130
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=31 421 14 124 38 1456 3 39 3 0 14 13 43 130 2 457 13 3 2 42 4 52 41 51 4 44 1 48 48 1
split_gain=0.313275 0.287856 0.378607 0.288815 0.451737 0.34983 0.305992 0.315709 0.362203 0.445389 0.367471 0.395974 0.32366 0.322104 0.319819 0.420397 0.316266 0.370349 0.273697 0.268777 0.263672 0.333916 0.301582 0.189163 0.281505 0.19978 0.176326 0.170259 0.168292 0.15092
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.30112000000000005 0.15619500000000003 -0.10023499999999998 -0.11437499999999999 -0.073394999999999974 -0.083364999999999981 0.084740000000000024 -0.23647499999999996 0.11215000000000001 -0.0029299999999999994 -0.084319999999999992 0.10732000000000001 0.098035000000000011 -0.11051499999999999 -0.49013999999999996 0.11008000000000001 0.07831500000000001 -0.42597499999999994 0.09173000000000002 -1.0000000180025095e-35 0.11634000000000001 0.091085000000000013 0.086425000000000016 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=-1 -2 3 4 29 6 7 8 12 14 -11 16 13 -5 15 -10 17 26 28 -15 21 -21 -22 24 -13 -25 -12 -16 -17 -3
right_child=1 2 -4 5 -6 -7 -8 -9 9 10 11 23 -14 19 27 18 -18 -19 -20 20 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032703891822062105 0.0033487864801279668 0.00097962593877096876 -0.0028677171974757789 -0.003456704194792006 -0.0031544486619470178 -0.0032196950334972127 0.0023743054169763464 0.0033584119491213487 -0.002442436396553874 0.0021893667748717695 -0.0032312732073119226 -0.003237935126036269 -0.0010889179995366999 -0.0017890885559009868 -0.00020455234194913149 0.0010444616798024606 0.0025850375897822973 0.00044554407464536988 0.0026721309031808821 -0.0033163816608810875 0.0026216010023932803 0.0023365480091931058 -0.00019961895621017588 0.0033743650033583403 0.0034064051685555436 -0.0030405586778336647 0.0032999631466854411 -0.0026488468033124368 -0.00096614920365277782 0.0032348687102448093
leaf_weight=0.27387428827933114 0.23304594692308356 0.69584175408817361 0.53459615653264414 0.15957650751806829 0.20547185113537114 0.39969692242448296 0.45900305779650885 0.2387916336301722 0.41414890147279981 0.2653046963969129 0.64860592223703839 0.13304190666530402 1.0599670079536734 0.2766461230348799 0.58620758756296687 1.2890423344215318 0.2788320793479161 0.73567083664238453 0.73618861736031238 0.23594737600069571 1.6780663080280582 0.19431012403219938 0.50197095330804575 0.050767268985498215 0.12718643870903179 1.993433879048143 0.045081806718371809 0.57627435214817524 0.63298025983385731 0.53541207115631551
leaf_count=86 20 51 98 6 26 262 97 23 22 23 443 51 43 40 29 67 61 20 52 65 142 6 32 1 6 1194 3 24 17 111
internal_value=0 -0.000174199 -0.000226532 -0.000133355 0.00122884 -0.000276034 -0.000187683 -0.00027914 -0.000347973 -0.000723728 -0.00145047 -0.00169113 0.00043097 0.00095978 1.04111e-05 0.000550216 -0.000525989 -0.00113287 0.00101647 0.0012039 0.00152111 -0.000763442 0.00197199 -0.00255481 9.48198e-06 -0.00288125 -0.00280682 -0.00141626 0.000382307 0.00196032
internal_weight=0 15.9211 15.6881 15.1535 1.43673 13.7167 13.317 12.858 12.6193 8.51277 4.27792 4.01262 4.10648 3.04652 4.23484 3.07236 1.70819 1.42936 2.65821 2.88694 2.61029 0.430258 2.18004 2.30443 0.260228 2.0442 0.693688 1.16248 1.92202 1.23125
internal_count=3121 3035 3015 2917 188 2729 2467 2370 2347 2013 1802 1779 334 291 211 158 527 466 136 285 245 71 174 1252 57 1195 446 53 84 162
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=1456 1213 1425 4 133 403 475 1365 480 52 1373 146 1 12 14 42 38 160 3 456 0 1375 0 43 3 133 0 0 4 9
split_gain=0.288553 0.279991 0.269431 0.322421 0.280875 0.274259 0.262241 0.259906 0.271764 0.240311 0.243273 0.250555 0.327887 0.332232 0.292364 0.289127 0.243729 0.312132 0.251793 0.251713 0.228406 0.225444 0.249629 0.278581 0.233638 0.210231 0.205485 0.199511 0.186864 0.185051
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 -0.083259999999999987 -0.086004999999999984 0.088010000000000019 0.084710000000000021 -0.43320999999999993 0.099250000000000019 0.12035500000000002 0.11353000000000001 0.098810000000000023 0.083150000000000016 -0.39990999999999993 1.0000000180025095e-35 -0.091944999999999985 0.14121000000000003 0.087015000000000023 -0.17169499999999996 -0.43996499999999994 -0.12333499999999999 -0.074359999999999996 -0.10831999999999999 0.089755000000000015 0.15398500000000004 0.16094000000000003 -0.5956499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 9 -7 11 12 13 14 16 -14 17 28 19 21 -17 -19 -23 25 -25 -24 -27 -15 -11 -26
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 -12 -13 15 27 -16 20 -18 18 -20 -21 -22 22 23 24 29 26 -28 -29 -30 -31
leaf_value=-0.0021309031098911942 0.0031483452249553116 -0.0024292323978237183 -0.0034170662030008083 0.0026074247986993889 -0.002395869570023411 -0.0024398786164297735 -0.002714280233459293 -0.0029504173173887302 -0.0023329594918246811 0.0032428214564893349 -0.0026857145951558843 -0.0030878530388598205 -0.0014719598121050977 -0.002720000347104649 -0.0031426464793065886 -0.00011236267508603176 -0.0015737352333575431 -0.0012888962955126093 0.0032211417962136973 -0.002255768943772894 0.0022943609361764741 0.0018258686041972797 0.0019775879004940138 0.00072918200394225384 0.0015972741030281182 0.0013538239050919297 -0.0032292796679007671 0.00062734931026736109 -0.0024906246073207032 -0.0021544497532592364
leaf_weight=0.64086763974046235 0.082810193300247192 0.42490462100248905 0.20695990786771368 0.4793731150566608 0.39984499415731001 0.28838643868220337 0.57791571514098627 0.24439449739293273 0.37267514568520788 0.062079884111881256 0.23655138045433055 0.18478384520858604 0.28266545943915877 0.54003105201991264 0.21170897607225914 0.4652770718093967 0.49012605904135842 0.44438548100877362 0.39788117725402106 0.26318374616675999 1.9152681630221182 2.1114167797495487 1.2889951026590902 0.90411869948729873 0.15090119070373476 0.21397699147928495 0.16408379189670086 0.24605102208442986 0.41278028802479294 0.72177509509499482
leaf_count=288 4 159 75 145 357 163 457 28 169 2 20 4 6 85 29 23 24 9 22 62 200 141 204 28 6 48 4 7 152 200
internal_value=0 -1.9128e-05 7.25754e-05 0.000124468 3.58948e-05 0.000116385 -0.0019795 0.000196023 0.000258191 0.000338687 0.000407127 0.000470904 0.000529167 0.000237327 0.000428855 0.00147415 0.000528009 0.000672373 0.000844434 0.000693441 0.00182397 0.000822812 0.000991735 0.00048033 -0.00036849 0.00138503 -0.000635309 -0.00167225 -0.00174107 -0.00150571
internal_weight=0 14.7853 14.1246 13.9176 13.4382 13.0133 0.660726 12.6135 12.3691 11.9964 11.708 11.4715 11.2867 8.6235 7.83741 2.66321 7.6257 7.13558 6.66072 6.26284 2.38055 5.99965 5.55527 3.44385 1.77679 1.66706 0.378061 0.786082 0.47486 0.872676
internal_count=3121 2833 2372 2297 2152 1993 461 1636 1608 1439 1276 1256 1252 1023 931 229 902 878 724 702 223 640 631 490 234 256 52 92 154 206
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=12 43 4 42 3 1 42 13 52 160 52 1 52 15 43 453 42 46 13 13 4 52 2 42 474 51 0 48 159 49
split_gain=1.58044 1.14479 1.14146 0.942723 0.784162 0.779555 0.732964 0.675316 0.618365 0.640567 0.598485 0.575626 0.556866 0.549697 0.530431 0.492297 0.465621 0.444509 0.400029 0.431234 0.529871 0.583314 0.503535 0.718737 0.38099 0.556359 0.55468 0.796999 0.379283 0.639734
threshold=0.051320000000000005 -0.04890499999999999 0.24564500000000003 -1.0000000180025095e-35 0.20828500000000003 0.13021500000000003 0.084050000000000014 -0.01163 -0.085984999999999992 0.10648000000000001 -0.12005499999999998 1.0000000180025095e-35 0.039215000000000007 -0.11713499999999999 -0.40263499999999991 1.0000000180025095e-35 0.091625000000000012 0.089105000000000018 -0.53104499999999988 -0.47860499999999995 0.061775000000000004 0.11434500000000002 0.089885000000000007 0.083995000000000014 0.084660000000000027 -0.031924999999999995 -0.15202999999999997 0.086035000000000014 -1.0000000180025095e-35 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=1 11 3 -2 8 6 10 -8 9 -3 -5 -1 13 -4 -13 24 -9 -6 -12 -20 21 22 23 -21 25 -10 27 -27 -28 -30
right_child=2 4 12 5 17 -7 7 16 15 -11 18 14 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00010051345886218912 -0.0016014397603747175 -0.0015547756585212269 7.1865649956486408e-05 -0.0015984796975925413 0.0012443506137747892 0.001162970243714671 -0.001308967198796967 0.0013437895814443208 -0.0013144053195652495 0.00086351975989147189 -0.0017076343825364736 -0.00047388538624663679 -0.00094651119374464493 0.0014540582826181355 0.0013174199276938903 -0.0012347514692155016 -0.00087603125621651479 -0.0007372302891600908 0.0012002663417932679 -0.00095518848018940402 -0.0016751572985172207 -0.0016891832658502296 0.0010966865808870359 0.002059754598470841 0.0011228905245345062 0.0012984824363286682 -0.0016250179708798774 -0.00011984893008019981 -0.00050644305509541128 0.0013528284557252916
leaf_weight=1.3135403692722345 2.4113775606965655 1.3955204110825423 2.1073123174719521 0.6506028480362146 1.4914650879800309 0.63543748995289284 4.1846526009030631 0.43625827506184656 0.78984743263572177 0.33220424875617016 0.30828607641160477 0.46062409132719029 0.77437431551516045 1.0591325929854054 3.3509576511569326 0.8226244021207102 0.49315218557603657 0.34065834758803237 0.76486233808100168 0.92241017241030909 0.45359361404553045 0.36847752751782525 1.2897765121888367 0.24518988013733178 0.71912579936906773 1.6547538074664734 0.5141386333852983 2.3473543366417289 2.5262407488189678 0.55250114668160666
leaf_count=39 704 101 53 116 115 21 1093 7 25 8 5 13 50 31 240 20 36 10 8 109 14 16 29 8 30 46 23 39 93 19
internal_value=0 0.000163323 -0.000495747 -0.000716969 -7.59736e-05 -0.00051862 -0.000624236 -0.00104092 -0.000225614 -0.00108979 -0.000198315 0.000793017 0.000243231 0.00053419 0.00110094 -7.52039e-05 0.000165936 0.000875903 1.09746e-05 0.000141979 -0.000104844 0.000147216 0.000422579 -0.000322066 2.95716e-05 -6.4197e-05 6.58195e-05 0.000466589 -0.000380598 -0.000172784
internal_weight=0 18.6116 17.1049 13.1641 13.4864 10.7527 10.1173 5.11406 11.6543 1.72772 5.0032 5.12512 3.94082 3.16644 3.81158 9.92659 0.92941 1.83212 4.3526 4.04431 3.27945 2.82585 2.45738 1.1676 9.10396 8.38484 7.59499 4.00211 3.59288 3.07874
internal_count=3121 821 2300 2166 529 1462 1441 1136 404 109 305 292 134 84 253 295 43 125 189 184 176 162 146 117 275 245 220 85 135 112
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=124 38 1456 39 42 8 1456 133 151 49 133 132 474 4 43 52 3 49 2 45 156 455 130 160 150 0 452 2 2 4
split_gain=0.279978 0.381631 0.325151 0.278794 0.335899 0.290172 0.308496 0.270759 0.276795 0.284586 0.293198 0.25799 0.254951 0.365727 0.242384 0.301826 0.346156 0.340279 0.291107 0.270103 0.251807 0.250247 0.241224 0.229569 0.219895 0.409129 0.208829 0.19611 0.222352 0.215942
threshold=-0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.15619500000000003 -0.11051499999999999 0.08573500000000002 -1.0000000180025095e-35 0.15630500000000003 -0.40381499999999992 0.10247500000000002 -0.25159999999999993 0.081465000000000024 -1.0000000180025095e-35 0.42642000000000008 -0.074359999999999996 0.11434500000000002 0.090900000000000009 -0.12164499999999999 0.11585500000000001 -0.080359999999999987 0.090100000000000013 1.0000000180025095e-35 -0.23647499999999996 -0.088079999999999978 0.087380000000000013 -0.11991499999999998 0.085195000000000007 0.11389000000000002 0.11448000000000001 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 -1 3 4 11 6 26 8 -8 10 -10 -2 -12 14 20 16 18 -18 19 -16 22 24 -14 -24 25 -21 -6 29 -29 -19
right_child=2 -3 -4 -5 5 -7 7 -9 9 -11 12 -13 13 -15 15 -17 17 27 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017501345817938986 -0.0032821142673806983 -0.003109982023383015 -0.0032015789932193146 0.0033329258746744935 -0.0032192408184298954 0.0027322035385013406 -0.0029769218879917084 -0.0031676086956878551 -0.0029349822579812237 0.0016856192183148416 -0.0033048625095361025 0.0025843082966002413 -0.0034933856339551712 0.0030896904538676839 0.0034249630572278948 -0.0031657694584094915 -0.0023630306218968178 0.00051362848457834015 0.0023532491999118756 0.00081653472184270188 -0.0032425121734190343 0.0027901022422305781 -0.0013007913644751579 0.0016076473525563398 -0.0030706999661398826 -0.0021556215293795432 0.0033720273062223366 -0.0034622578774879216 0.00071743996032393403 0.002805415252484953
leaf_weight=1.367672844120533 0.55272835856885372 0.18539519584737707 0.3681056633358829 0.22533662366913709 0.48273004085057358 0.35089016205165613 0.3096300193865219 0.28186576813459474 0.35355107128269736 1.001799360179574 0.22844606320721084 0.087783185590524226 0.11485598096624094 0.39445341471582729 0.1235147081315312 0.36950617097318161 0.33203625970054451 0.83050110162002988 0.25608560442924488 0.74958059453637149 0.14934033408644598 0.13866662955842901 0.31605123868212226 2.0730632720515016 0.7373492456099483 1.2459153977980268 0.054006855934858322 0.17474389309063543 0.48720743285957724 0.83133288868702948
leaf_count=233 143 26 268 25 265 39 53 279 144 129 77 16 4 94 2 62 19 44 35 43 53 12 118 299 33 509 1 5 60 31
internal_value=0 0.00116997 -0.000254603 -0.000172749 -0.000233386 -0.000117317 -0.000200388 -9.04393e-05 -1.31192e-05 7.10101e-05 -9.22729e-05 -0.00247811 1.2938e-05 9.42252e-05 -3.80933e-05 -0.000378611 -0.000204261 0.000647154 -0.000899779 -0.00117792 0.000767405 -0.00137591 0.00100656 0.0012229 -0.0015873 -0.00103917 -0.00255602 0.00107727 -0.000385929 0.0016601
internal_weight=0 1.55307 13.6211 13.253 13.0276 12.3871 12.0362 11.4995 11.2176 10.908 9.9062 0.640512 9.55265 9.3242 8.92975 6.27644 5.90693 2.65582 3.25111 2.99503 2.65331 2.87151 2.50397 2.38911 2.73285 1.9955 0.536737 2.32379 0.661951 1.66183
internal_count=3121 259 2862 2594 2569 2410 2371 2105 1826 1773 1644 159 1500 1423 1329 855 793 159 634 599 474 597 421 417 585 552 266 140 65 75
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=1 0 0 1446 52 124 151 2 38 160 14 1 16 8 42 43 4 52 157 3 43 2 4 3 48 4 457 2 2 52
split_gain=1.05212 0.655414 0.797158 0.565255 0.575399 0.518957 0.538614 0.561232 0.529573 0.444935 0.471177 0.51654 0.421837 0.393871 0.389509 0.414855 0.394023 0.660717 0.380469 0.331735 0.327737 0.413175 0.319358 0.892113 0.305147 0.266884 0.232792 0.3447 0.830812 0.238504
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 0.091555000000000011 -0.43320999999999993 -0.043384999999999993 -0.40381499999999992 0.090790000000000023 0.10386000000000002 0.099315000000000014 0.062655000000000016 0.077565000000000009 0.033715000000000009 0.087195000000000009 0.092620000000000022 -0.52440999999999993 -0.49405499999999997 0.10347000000000002 -0.071119999999999989 0.11296500000000002 -0.083684999999999996 0.10097500000000002 -0.083854999999999985 -0.084074999999999997 0.086260000000000017 0.40124500000000002 -1.0000000180025095e-35 0.11263500000000001 0.11448000000000001 0.19022000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 13 -6 10 11 19 26 -8 16 -16 17 -3 -14 -1 -18 -22 23 -4 -13 -24 -9 -28 -29 -30
right_child=3 14 22 -5 5 6 7 12 -10 -11 -12 24 18 -15 15 -17 20 -19 -20 -21 21 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.0014079929956778983 -0.0016060521610983972 -0.0016551102230736728 -0.0015957180044824343 -0.00158446493195818 0.0013786349658117085 -0.0014772390667649876 -0.00028800712721809197 -0.0001715012114371938 -0.0014876599787473101 -0.0016710540289065722 -0.0016207740387511457 0.00090403287068286612 0.0010302266366594025 0.0013251541342504075 0.000979746404397104 -0.0016724264937461692 0.0010855335429883824 0.00081069892845128839 -0.00082480396896329365 0.00039216568239102274 0.00063953876426874902 -0.00078829725509839128 -0.0015019420501315897 0.0019998982842471531 -0.00028573192158042412 0.001714667909161428 0.0015247323420682162 -0.001463571205316343 0.001180636826146013 -0.00045259434975866204
leaf_weight=0.72974072641227328 0.40221261169062827 0.6534970039501784 0.47800408990588039 0.43033863301388997 1.6906201171223028 0.46675177454016825 4.2600148059427756 0.536678280914196 0.18068879563361395 0.48764526681043197 0.43886652460787434 1.717567414743826 0.41591102769598365 0.42120583646465082 0.19947218149900436 0.59456479264190409 1.3320727695245294 0.47539259260520339 0.85688844905234851 0.40210109669715166 1.3132109544239972 0.84253445314243425 3.0963419838808481 0.27545308694243376 0.80030044820159663 0.066732026636600383 1.5876265284605384 0.420645558740944 1.8758920810651036 0.25752218160778273
leaf_count=83 118 58 295 30 192 19 222 25 6 27 67 52 32 33 3 74 41 11 37 6 26 35 1377 4 18 1 60 9 151 9
internal_value=0 -0.000409489 -0.000685276 0.000210736 0.000268507 0.000326636 0.000195932 0.000269383 0.00110187 -0.000234232 -6.28622e-05 0.000124472 0.000593654 -0.000142858 2.33883e-05 -0.00100617 0.000200464 -0.00061672 -0.000218638 -0.000768464 0.000464959 8.14946e-05 -0.00121229 -0.000281213 0.000525868 -0.00143408 0.000814647 0.000942431 0.000580468 0.000983491
internal_weight=0 13.9035 8.49275 13.803 13.3727 12.9704 11.0991 10.6324 1.87131 4.57622 4.08858 3.64971 5.95116 4.68122 5.41074 0.794037 4.61671 1.12889 1.2728 1.13184 3.48782 2.15575 3.91653 0.753457 2.51787 3.16307 4.67836 4.14169 2.55406 2.13341
internal_count=3121 2178 1930 943 913 795 597 578 198 253 226 159 323 255 248 77 171 69 69 89 102 61 1677 299 70 1378 254 229 169 160
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=31 2 123 8 1447 150 48 484 401 41 133 148 48 457 16 159 15 457 0 0 43 43 132 133 51 133 453 13 48 13
split_gain=0.278454 0.293419 0.298984 0.284383 0.255729 0.23405 0.266398 0.22901 0.224929 0.229002 0.236215 0.220191 0.232537 0.346719 0.29902 0.193171 0.241423 0.220527 0.292054 0.413941 0.231581 0.380027 0.188887 0.191018 0.217882 0.218241 0.242188 0.182762 0.167234 0.194515
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 0.088180000000000022 -1.0000000180025095e-35 0.081835000000000019 0.12879500000000002 -0.068929999999999977 0.083100000000000021 0.079885000000000025 0.088385000000000005 -0.084064999999999987 -0.032929999999999994 -0.0029299999999999994 -0.40995499999999996 0.10407500000000001 -0.13578499999999996 0.5717850000000001 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.070450000000000013 0.087955000000000019 0.10622000000000002 -0.071649999999999978 -1.0000000180025095e-35 0.10071000000000001 0.18141000000000002 0.14174500000000004 -0.53104499999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -3 22 -7 -2 9 10 11 -9 -13 -14 -15 16 -16 18 -18 -20 27 -22 23 24 -6 -26 28 -21 29 -27
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 12 13 14 15 -17 17 -19 19 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0037209068534986797 -0.0036811901500862863 -0.0036980023973348739 0.0031305780752847673 0.0031203685856963309 -0.0023268923063347545 0.0026340503163349311 -0.0013240064553687316 -0.0039174208256882847 -0.003655959564018717 -0.0031189536227543306 -0.0027185385551310335 0.002375090694771491 -0.0035612054612264299 -0.0030888662667809272 -0.0031287739840835677 -0.003123128852487438 0.0019391550082170073 -0.0037391722331128305 -0.0037154233494192438 0.0023389518729219024 -0.0030526054086035129 0.0019495708705256545 0.00228262834718449 -0.0034286937731217849 -0.002760871196421918 -0.0025888850626421813 -0.00328464838213674 -0.00056105162305256561 -0.001815174334675066 0.0013721808986332329
leaf_weight=0.24462528413277951 0.34079714902327118 0.2173824423807672 0.48639763833489258 0.25607225013663981 0.50738116948923595 0.95624061863054499 0.2930787019431591 0.19835947811952515 0.31203424467821594 0.41686666206805956 0.51156692599761289 0.48821178369689544 0.38575220969505331 0.38118913079960925 0.24103484398801533 0.21365550826885726 1.6694281696109063 0.14886644482612599 0.34491343877743608 0.96537138824350976 0.47861705234392893 0.34462506414274685 0.40828168642474327 0.24339989226427849 0.29359637474408451 0.17576939548598725 0.20578697253949929 0.4077783832908608 0.29004617454484094 2.3516881874529649
leaf_count=86 302 49 104 42 153 128 8 29 206 54 380 35 77 44 53 46 70 7 133 187 351 57 74 60 95 7 13 16 23 232
internal_value=0 -0.000186656 0.000392788 -0.000646274 0.000168704 0.000315519 0.00170553 -0.000769159 -0.000636983 -0.000506078 -0.000345411 -0.000151721 -2.86513e-05 -0.000238916 7.75641e-06 0.000252943 0.000409729 0.000605367 0.000758964 -1.63243e-05 0.000564569 -0.000958598 -7.24581e-05 -0.000308844 -0.000110277 0.000228796 0.000519127 0.00147775 0.00079695 0.00109671
internal_weight=0 14.5342 6.42905 8.10514 5.94265 5.72527 1.24932 7.84907 7.50827 7.19624 6.77937 6.2678 6.06944 5.58123 5.19548 4.81429 4.60063 4.3596 4.21073 2.54131 2.19639 0.823242 4.47595 4.06767 3.82427 3.31689 3.02329 1.37315 2.8175 2.52746
internal_count=3121 3035 946 2089 842 793 136 2047 1745 1539 1485 1105 1076 1041 964 920 874 821 814 744 611 408 657 583 523 370 275 203 262 239
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=1 0 2 2 14 132 3 3 133 13 457 1 39 1 4 47 47 1375 12 151 133 160 2 14 15 11 11 131 42 13
split_gain=0.252313 0.418335 0.25309 0.2492 0.228082 0.239298 0.226393 0.215019 0.209242 0.231413 0.199186 0.271035 0.241863 0.199413 0.204179 0.309293 0.262047 0.213245 0.184114 0.181142 0.19979 0.252985 0.188415 0.171627 0.167409 0.166681 0.156925 0.151187 0.149262 0.223563
threshold=0.077565000000000009 -0.059114999999999994 0.084055000000000005 0.14753000000000002 0.076175000000000007 0.079970000000000013 0.149315 -0.084074999999999997 0.061605000000000007 -0.092094999999999982 0.082380000000000009 0.11212500000000002 0.16946000000000003 0.078340000000000007 -0.0086549999999999978 0.13206500000000002 0.14029000000000003 1.0000000180025095e-35 0.091715000000000005 -0.29526499999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.113445 -0.22253999999999999 -0.093244999999999981 0.082245000000000013 -1.0000000180025095e-35 0.085335000000000008 0.092620000000000022 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 2 7 4 5 8 -4 -1 9 23 12 24 13 -11 16 17 26 19 -10 -16 -21 22 -22 -2 -12 -25 -15 -7 -3 -30
right_child=3 28 6 -5 -6 27 -8 -9 18 10 11 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035194528450697435 -0.0021456539177010128 0.00045429286447040869 -0.0035206065984213727 0.002613548478622853 -0.0024065425409637367 0.0030932244735231923 -7.6460462350412943e-05 0.0022516660342165968 0.0030840923286236349 0.0036072436412038882 0.00012264542469318877 -0.0016160494927622347 0.0037151787298438173 0.0036762097039463493 -0.0035596532782215364 -0.0036886203878096478 0.003375542554616215 -0.0032738259160408571 -0.0026128350847326298 -0.0024480301301759507 -0.002860261533707849 0.0013348410020386156 0.0014419122308977864 0.0024528417304662572 0.0027198845312124097 -0.00097150738348662476 -0.0029803051324783156 -0.0010214460569332386 -0.0036199434836380272 0.0021837763402418929
leaf_weight=0.11482846739818342 0.15773198276292522 2.1532598214107588 1.1131662145053267 0.49690871642087664 0.43513809214346189 0.51806104998104352 0.29628083202987898 0.25477984230383199 0.4371406259597278 0.1178961733821734 0.56716856767889101 0.46842589881271113 0.14428976387716819 0.045259065926071984 0.15642609482165548 0.34577857129625034 0.094068069476634153 0.25135093141579989 0.082714739546645433 0.28367368740146215 0.3644623363215963 1.7116442015685609 0.1898133548675105 0.86581364195444332 0.656456077704206 0.21820078720338643 1.069959194152033 0.13882478341110982 0.2745117748127085 0.11566529050469398
leaf_count=115 16 103 1313 113 75 57 7 25 146 3 26 13 6 1 15 14 2 15 69 41 70 134 21 121 57 15 410 45 71 2
internal_value=0 -0.000817826 -0.0021203 0.000197455 6.86415e-05 0.00018986 -0.00279661 0.000458717 2.74979e-05 -0.000117508 -0.000383363 0.000648944 -0.000749197 -0.000888315 -0.00100577 -0.000555101 -0.00223677 -0.000188726 0.00217765 9.78356e-05 0.000322235 0.000669048 -0.00138697 0.00126699 0.00151602 0.00176356 -0.00271016 0.00222364 9.32127e-05 -0.00189947
internal_weight=0 4.32249 1.77906 9.81721 9.3203 8.88516 1.40945 0.369608 8.22827 7.70842 6.46667 1.69205 4.77462 4.63033 4.51244 3.30315 1.20929 2.95737 0.519855 2.70602 2.54959 2.26592 0.554276 1.24175 1.22362 1.08401 1.11522 0.656886 2.54344 0.390177
internal_count=3121 1636 1460 1485 1372 1297 1320 140 1195 980 828 96 732 726 723 310 413 296 215 281 266 225 91 152 83 136 411 102 176 73
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=31 2 123 8 1446 484 11 150 150 401 41 133 148 48 457 16 0 0 158 3 43 43 1132 51 133 453 9 51 15 13
split_gain=0.235014 0.237221 0.250009 0.240262 0.220016 0.209348 0.204986 0.204402 0.261504 0.195478 0.200152 0.18835 0.184436 0.207635 0.29187 0.232649 0.187301 0.321911 0.209823 0.235335 0.270322 0.200152 0.198777 0.183599 0.177251 0.165103 0.161607 0.158353 0.219263 0.214902
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 0.088180000000000022 0.081030000000000019 -0.068929999999999977 0.089270000000000002 0.081835000000000019 0.12187000000000002 0.083100000000000021 0.079885000000000025 0.094195000000000015 -0.084064999999999987 -0.032929999999999994 -0.0029299999999999994 -0.40995499999999996 -0.10607499999999999 -0.08824499999999999 0.090905000000000014 -0.12711499999999995 -0.074359999999999996 0.21122500000000002 -1.0000000180025095e-35 0.087505000000000013 0.088385000000000005 0.10564500000000002 -1.0000000180025095e-35 -0.071649999999999978 -0.24436499999999997 -0.53104499999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 25 -9 10 11 12 -7 -14 -15 -16 23 -18 19 -19 22 26 -21 -17 -24 27 -22 -3 -29 -30
right_child=1 2 -4 -5 -6 9 -8 8 -10 -11 -12 -13 13 14 15 16 17 18 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0042121081472218319 -0.0041793954456296563 -0.0019625172163683325 0.0034424552771300842 0.0034601536421840972 -0.0041796560758048072 -0.0044056405621767259 -0.0030187202832379417 0.0039813907832241136 -6.1008523734262748e-05 -0.0041294115128806246 -0.0034255792785285928 -0.0036571976978708415 0.0025833173612796966 -0.0040011429784761396 -0.0033270318907896845 0.0019912100371817978 -0.0042042282285548417 0.0035594963970800634 -0.0042359756405782592 -0.0043003068344965919 0.0043079050051693241 0.0028809192761441093 0.0019718718030407884 -0.00086245354801770609 -0.0033338657934786071 -0.0036415138508244529 -0.0042214763510330265 0.0032325277618628213 -0.0043297581783987571 0.00045953750068562733
leaf_weight=0.20890921060345036 0.30216825092793254 0.46677560520765915 0.43080967460991804 0.2299664239399134 0.18984518678917073 0.17200377723201921 0.29248181378352445 0.58707845603930742 0.50681349346996285 0.26729768016957667 0.38300950263510447 0.28030931329703879 0.46013237012084474 0.33964882671716434 0.34293571583111582 1.3614284618815848 0.34781644877511819 0.33761257131118183 0.18008770763117343 0.11353546194732178 0.04113701358437416 0.099519161594798788 1.0263956293783842 0.53332754163420748 0.11947862933448061 0.19129103911109258 0.45948925407721397 0.46328081763931628 0.16938016936183053 2.6615170978620872
leaf_count=86 302 146 104 42 55 30 64 95 38 206 54 289 36 90 52 69 185 19 65 3 1 41 187 28 55 12 335 80 4 348
internal_value=0 -0.000194691 0.000417453 -0.000687835 0.000181728 -0.000820925 0.000336822 0.000531314 0.0021085 -0.000673102 -0.000533078 -0.000354819 -0.000198836 -7.32687e-05 -0.000303802 -5.07578e-05 0.000192444 -0.000499752 4.225e-05 0.000392909 -0.000182003 -0.00245907 0.000903088 0.00118797 0.00141865 9.47856e-05 -0.00352061 0.000284823 0.000603264 0.000172981
internal_weight=0 13.3566 5.95927 7.3973 5.52846 7.16733 5.33862 5.04614 1.09389 6.86517 6.59787 6.21486 5.93455 5.76254 5.30241 4.96276 4.61983 2.72507 2.37726 2.19717 1.85956 0.600145 1.25941 1.89476 1.14587 3.95224 0.500626 3.76095 3.29418 2.8309
internal_count=3121 3035 946 2089 842 2047 787 723 133 1745 1539 1485 1196 1166 1130 1040 988 891 706 641 622 377 245 97 242 590 336 578 432 352
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=12 132 4 3 13 133 3 448 46 52 1 16 16 1 41 15 0 42 52 47 151 4 51 52 457 49 11 1 52 13
split_gain=1.2303 0.883033 0.745874 0.715365 0.65647 1.02209 0.6142 0.578434 0.552136 0.627267 0.476508 0.529169 0.707623 0.486209 0.462207 0.446066 0.475931 0.539456 0.406965 0.386608 0.460268 0.562671 0.550414 0.389643 0.423676 0.372934 0.339025 0.307697 0.280385 0.272958
threshold=0.079890000000000017 0.080640000000000017 0.36766000000000004 0.10732000000000001 -0.0025349999999999995 -1.0000000180025095e-35 -0.097604999999999983 -0.081729999999999983 0.089105000000000018 0.26521500000000003 0.13021500000000003 -0.083539999999999989 -0.084119999999999986 0.090475000000000014 0.078065000000000009 -0.11033999999999998 0.11070500000000001 -0.11051499999999999 -0.085984999999999992 0.092710000000000015 -0.086654999999999982 0.0061450000000000003 0.087505000000000013 -0.07167999999999998 0.092360000000000012 -0.032624999999999994 0.087830000000000005 0.097115000000000021 0.091275000000000009 -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 4 3 6 5 -1 14 -7 9 -9 11 12 13 -8 15 -2 17 -17 27 20 -20 22 -22 -23 25 -25 -4 -6 -21 -18
right_child=2 -3 26 -5 18 7 10 8 -10 -11 -12 -13 -14 -15 -16 16 29 -19 19 28 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013294414560812505 -0.0017151606039427633 0.0012360265243146172 0.0010205953417432379 0.00039466225551917141 -0.0016055092002916524 -0.0015065223843262557 -0.0015627987763061342 0.001372720045477221 -0.00089366023261084173 -0.0013606965868727531 0.00047084826617048659 -0.0015703153593909765 0.002011456728050514 -0.00014235453664113371 -0.001589438758488145 -0.0016766139867047318 0.00047696026029567636 0.00062351984976524223 0.0010497842331470269 -0.0012401939285974699 -9.9782255044081694e-05 -0.0006563482058006484 -0.0015182386985068863 -0.0010579534865463227 0.0016425865453580236 0.00067854130358101748 -0.00023331892097850967 -0.0002924217950127033 9.9132002918556238e-05 -0.0016433871677987407
leaf_weight=0.61086855770554382 0.37159134866669807 1.6220336310798291 1.0295051338616752 1.4783033048734058 0.75893352681305326 0.23852689377963576 1.2278424773830927 3.0078000271460059 0.33912303624674667 0.21693971473723639 0.45600583078339685 3.4647632054984565 0.22173535218462292 1.1021402352489529 0.58168856182601292 0.27436797833070281 0.20437812153249979 2.3565438878722476 1.0678261378779996 0.9969717771746216 2.3205342949368091 0.63415461778640647 0.92103870958089817 0.39376121852546875 0.79107605898752797 1.2267575678415616 1.0494640646502373 0.99275040870998055 0.60556452348828316 0.51521086168941099
leaf_count=58 21 99 43 25 63 4 513 285 10 6 20 1249 9 49 60 42 5 132 35 39 57 5 33 7 22 57 35 44 20 74
internal_value=0 0.000147446 -0.0004722 -0.000618067 3.06868e-05 0.000534561 -0.000756995 0.000834021 0.000990672 0.00118883 -0.00105922 -0.00117519 -0.000638689 -0.000890893 -0.00030247 -0.000101343 7.76397e-05 0.000383647 -0.000176957 -4.31268e-05 0.00010742 -5.2629e-05 -0.000502813 0.000426499 0.000711245 0.0002566 0.000387619 -0.000861329 -0.000734091 -0.00104116
internal_weight=0 16.7447 14.3335 12.2546 15.1226 4.41326 10.7763 3.80239 3.56386 3.22474 6.47249 6.01648 2.55172 2.32998 4.30378 3.72209 3.3505 2.63091 10.7094 8.95768 7.35515 6.28732 3.24157 3.04575 2.41159 1.62052 2.07897 1.75168 1.60254 0.719589
internal_count=3121 844 2277 2199 745 363 2174 305 301 291 1840 1820 571 562 334 274 253 174 382 275 216 181 90 91 86 64 78 107 59 79
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 12 50 42 42 43 124 47 4 50 3 52 376 1374 49 52 43 2 48 42 150 4 148 38 474 16 2 2 147 1
split_gain=1.47636 0.709231 0.665828 0.584894 0.554792 0.577953 0.578091 0.531506 0.704894 0.613848 0.450034 0.422923 0.412214 0.37417 0.384912 0.503188 0.381825 0.368206 0.494406 0.451954 0.365708 0.377979 0.356295 0.356182 0.355184 0.318138 0.310953 0.567837 0.387819 0.305025
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 -1.0000000180025095e-35 0.084050000000000014 -0.11720999999999999 -0.084854999999999986 0.086785000000000015 -0.17966999999999997 0.10965000000000001 -0.52915999999999996 -0.10286999999999999 0.091135000000000008 -0.094929999999999987 -0.086009999999999989 -0.046924999999999988 -0.08231999999999999 0.13247500000000004 0.12879500000000002 -0.098769999999999983 -1.0000000180025095e-35 0.40473500000000007 -0.080634999999999984 0.10657000000000001 0.086870000000000017 0.042200000000000008 0.10097500000000002 0.098035000000000011 0.085835000000000009 0.10781
decision_type=2 2 2 2 2 2 2 2 2 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 3 12 10 -6 -7 8 -3 17 -5 -12 24 -13 -15 -16 -17 18 19 -10 -9 29 -21 -2 -1 -24 27 28 -18 -22
right_child=1 7 -4 4 5 6 -8 20 9 -11 11 13 -14 14 15 16 26 -19 -20 22 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016537329143959938 0.0016726379237209125 -0.0016339709880369593 -0.0016671531268097617 0.001936662540473562 0.00037941511561094657 0.0012272196006846584 -0.0014774192642385152 -0.0018667900740914384 -0.00087299379623914121 -0.0014834348213945247 -0.0015722710214538232 -0.0012474627680694168 0.0010071530635405676 -0.00094141056892668598 0.0012853728603082102 0.0013316971256678368 -0.00064637583975305228 0.0018496511453411975 -0.00095793255978554018 -0.00044187083942592121 -0.0018778644621841216 0.0013720966432896275 0.0014670059358221821 -0.00011476343870456477 0.00099499148974287058 8.3300171661957508e-05 -0.0012021596424411842 0.0018807795930768378 0.0013522188350238006 -0.00016244615207741382
leaf_weight=1.8916368057252837 1.7392397562507533 0.47376735357101907 1.3348538067657489 0.40709481760859478 1.0583798816660404 0.2852029199711964 2.3839064099593124 0.46114617912098799 0.46478737914003332 0.41127685690298665 0.51454809983260918 0.59330519184004504 0.25189673481509078 0.7737383855273946 1.5309360525570808 0.65019980323268134 1.7176545652328088 0.88927441649138916 0.58308279328048218 0.48505414137616609 0.38947695586830455 0.44824818521738041 2.7899602119578071 0.45294476160779584 0.1785909745376556 0.66282491968013335 0.73617400741204608 0.48074745386838902 0.3826754125766455 2.3504823044640943
leaf_count=593 240 80 483 8 47 18 795 18 12 26 72 23 6 31 42 31 94 79 12 18 31 12 128 18 20 41 16 7 13 107
internal_value=0 0.000375206 -0.000456235 -0.000339415 -0.00017365 -0.00074325 -0.00118842 0.000179746 0.000477821 0.000636977 9.90037e-05 -2.36532e-06 -0.00116138 0.000115295 0.000244204 0.000411045 7.36647e-05 0.000785416 0.000595594 0.000801343 -0.000372404 -0.000156255 0.000998967 0.00130333 -0.00142524 0.00120138 -0.000172917 0.000120644 -0.000282236 -0.000406288
internal_weight=0 12.6016 15.1715 13.8367 11.5146 3.72749 2.66911 10.4094 6.76003 6.28626 7.78707 7.37998 2.32212 6.86543 6.27213 5.49839 3.96745 5.87498 4.98571 4.40263 3.64935 3.18821 3.93784 2.19218 2.07023 3.45279 3.31725 2.58108 2.10033 2.73996
internal_count=3121 822 2299 1816 1197 860 813 564 396 316 337 329 619 257 234 203 161 290 211 199 168 150 187 258 613 169 130 114 107 138
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=1 50 12 158 38 133 131 51 13 12 1374 157 151 483 2 129 133 13 49 4 11 150 3 2 0 457 0 1 1 159
split_gain=0.24203 0.271498 0.249 0.237901 0.23162 0.227671 0.230641 0.229644 0.221784 0.302714 0.204717 0.207705 0.202522 0.209968 0.19872 0.194897 0.187726 0.201025 0.212952 0.295903 0.190949 0.176632 0.15074 0.331997 0.22645 0.195336 0.164964 0.170456 0.176694 0.150431
threshold=0.098700000000000024 0.07826000000000001 -0.064509999999999984 0.084765000000000021 0.10657000000000001 0.10622000000000002 0.087705000000000019 -0.10748999999999999 -0.47860499999999995 0.099100000000000008 -0.094929999999999987 -0.084489999999999996 -0.50825999999999982 0.10018500000000001 0.17025000000000004 0.084115000000000009 -0.25159999999999993 -0.093219999999999983 0.13984500000000002 -0.17966999999999997 0.090920000000000015 -0.082924999999999985 0.12178000000000001 0.090790000000000023 -0.11437499999999999 -1.0000000180025095e-35 -0.10324499999999999 0.10638500000000002 0.12958500000000003 -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 3 4 5 -2 6 7 -1 -9 10 -10 -12 -4 16 -7 29 -14 20 19 -19 -18 -5 23 24 -21 -25 -26 -28 -29 -13
right_child=2 -3 12 21 -6 14 -8 8 9 -11 11 15 13 -15 -16 -17 17 18 -20 22 -22 -23 -24 25 26 -27 27 28 -30 -31
leaf_value=-0.0035216843274109661 0.003117468000766288 -0.0031028471437535483 -0.0035419388857650079 0.0036736544512995335 -0.00086836716264461695 -0.0035837362087250959 -0.0034931649429666531 0.0026415409900760302 -0.0021898742103025914 -0.0026871492378305393 -0.0035351906046833846 -0.0035137809324806788 -0.0031671143647857528 -0.0033797053765315384 0.0036930705852371453 -0.0023199725115004041 0.0030150204627966588 -0.0035672877349542864 0.0024881309235181485 -0.00368731933208442 -0.0014650348038951866 -0.0033886909826834322 -0.0016234824114417287 -0.001040418475455677 0.0029766836921248634 0.0027326294976612801 0.0022651886630924312 -0.0025403487879646349 0.00024929380296531033 0.00097863085409032871
leaf_weight=0.20233197617926624 0.6784249256888869 0.46964113619469561 0.17876742244698096 0.047754488885402679 0.24033903912641108 0.36484106168791175 0.22226926908479061 0.43917376408353437 0.36423411016585294 0.44628962845308695 0.14737986180989526 0.092956431981292886 0.17609430066659104 0.18850713770370919 0.05222046747803688 0.24782582763873495 0.60696440952597175 0.27423699741484542 0.43970904010348011 0.22581480722874392 0.14311268855817616 0.4430282244720728 0.47322277398779977 0.20592007925733924 0.2038935413584112 0.88427481672260888 0.24262578075286168 0.48754852346610256 0.63811710721347481 3.7931454408098944
leaf_count=117 240 483 16 1 18 265 149 11 34 113 58 57 23 32 1 103 95 85 24 6 10 226 21 8 5 110 27 77 25 681
internal_value=0 -0.000536468 0.000396445 -0.00036086 0.00207482 -0.000180599 -6.08757e-06 0.000129099 0.00026265 5.74689e-05 0.00032114 0.000534766 0.000109226 0.000234987 -0.0026726 0.000679865 0.000371225 0.000500349 0.000194844 -8.25147e-05 0.00216024 -0.00270151 0.000201786 0.000500851 -0.000420243 0.00201996 4.90115e-05 -0.00038725 -0.000958957 0.000871171
internal_weight=0 7.33309 6.28757 6.86345 0.918764 6.37267 5.95561 5.73334 5.53101 5.09183 4.64554 4.28131 5.36881 5.19004 0.417062 4.13393 5.00153 4.82544 4.07536 3.63565 0.750077 0.490783 3.36142 2.88819 1.798 1.09019 1.57218 1.36829 1.12567 3.8861
internal_count=3121 2299 822 1816 258 1589 1323 1174 1057 1046 933 899 564 548 266 841 516 493 388 364 105 227 279 258 140 118 134 129 102 738
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=4 403 151 11 1456 1213 480 475 1374 156 48 2 403 14 34 139 47 48 44 2 159 456 157 133 4 13 52 0 0 12
split_gain=0.230139 0.234146 0.232699 0.221718 0.283702 0.23231 0.229926 0.22875 0.203433 0.202729 0.204812 0.189494 0.174176 0.173261 0.177317 0.192328 0.219956 0.171819 0.177406 0.201065 0.215337 0.201805 0.185385 0.186558 0.19853 0.196363 0.247381 0.302255 0.370275 0.240434
threshold=0.27834500000000006 -0.092474999999999988 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 -0.085719999999999977 0.093235000000000012 0.10499000000000001 0.13723000000000002 -0.18970999999999996 0.096440000000000012 -0.46885499999999997 -0.11726499999999999 -0.073429999999999981 0.12794000000000003 0.12879500000000002 0.082070000000000018 0.10803500000000001 0.10395500000000001 0.084065000000000015 -0.084489999999999996 -0.25159999999999993 -0.49405499999999997 -0.084034999999999985 0.098380000000000009 -0.070154999999999981 -0.10607499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 -6 9 10 12 -5 17 -4 -15 -16 -17 18 19 20 21 22 -7 -24 -25 -26 27 28 -27 -28
right_child=2 3 13 11 5 6 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=-0.0027288039590629243 -0.0024065603292609729 -0.0022090772279673111 -0.00079379607344821825 0.0023223289005255788 0.0027655171233083187 -0.0025187263201232476 -0.0027377394095841386 -0.0027484844600154709 -0.002410390442534239 -0.002463184802298516 0.0023972112994257175 -0.0027565628082108088 -0.0026387929557015462 -0.00092117612415658671 -0.001693548871559661 0.0022162302918638252 -0.0017789898283604132 -0.0024902911474335289 -0.0023053695527193883 0.0012258174807004128 -0.0027729988887913652 -0.0026326074558983858 -0.0027650869471835772 -0.001257884778937946 0.0015205665468894147 0.00058745021820305783 0.0027946564603922607 0.0017620509229854689 -0.0020495199411121956 -0.0030182351477406667
leaf_weight=0.27343654884316215 0.1649248942267153 0.44895875525252726 0.3528338784817614 0.063137295248452574 0.065318113192915916 0.1639073387923301 0.20704006745654702 0.37411977330338331 0.22190468391636464 0.20246262321597974 0.32763971399981606 0.38779012288432646 0.15613747874158512 0.23233942870865654 0.11895841010846253 1.3086918035114634 0.11044895718805503 0.1644149163912515 0.1860629116417839 1.6393941075657492 0.18042494046676427 0.17508042285044201 0.13306234395712646 0.43948167239431146 1.3784962278150392 1.7046337360516086 0.065132347866892815 1.0282377409167192 0.51173328224103887 0.27319061213347584
leaf_count=357 15 279 43 5 4 78 168 387 33 77 30 129 81 13 5 254 10 12 15 187 76 99 96 35 144 88 3 69 250 79
internal_value=0 -0.00024515 0.000704226 -0.000180458 -9.67527e-05 2.05525e-06 9.4705e-05 -0.00192888 0.000160218 0.000225563 0.000289403 -0.00204543 0.000205177 0.000945856 0.00129255 0.00162695 0.00190529 0.000260385 0.000317786 0.000381232 0.000152498 0.000242374 0.000330714 0.00041511 0.000493461 0.000648594 0.000313112 0.000543791 -2.13954e-05 -0.00189916
internal_weight=0 10.7712 2.2882 10.4978 10.0468 9.59788 9.15844 0.439438 8.9514 8.72949 8.52703 0.450927 8.19939 2.12327 1.77044 1.5381 1.41914 8.04325 7.87884 7.69277 6.05338 5.87296 5.69788 5.53397 5.40091 4.96142 3.58293 3.2446 2.21637 0.338323
internal_count=3121 2781 340 2424 2290 2011 1620 391 1452 1419 1342 134 1312 325 282 269 264 1231 1219 1204 1017 941 842 764 668 633 489 407 338 82
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=31 421 14 3 46 39 124 3 0 4 2 457 42 43 0 157 0 48 132 48 0 3 4 38 45 15 15 160 4 3
split_gain=0.218758 0.204989 0.267652 0.211209 0.220172 0.205415 0.217906 0.257353 0.288691 0.24931 0.239123 0.302631 0.233129 0.213394 0.246392 0.206529 0.205706 0.205045 0.247066 0.198586 0.253106 0.195345 0.189658 0.185831 0.182688 0.139411 0.197895 0.183352 0.134856 0.16341
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 0.089105000000000018 0.15619500000000003 -0.043384999999999993 -0.12018999999999998 -0.10607499999999999 0.25615500000000008 0.11215000000000001 -0.0029299999999999994 -1.0000000180025095e-35 -0.074359999999999996 0.18019500000000002 -1.0000000180025095e-35 -0.08824499999999999 -0.064549999999999982 0.081240000000000021 0.12230500000000001 -0.15350499999999997 0.11296500000000002 -0.49013999999999996 0.082490000000000022 0.14077500000000004 -0.11713499999999999 -0.15914499999999995 0.088020000000000015 -0.082769999999999982 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 17 10 12 11 -9 -10 15 24 -14 -17 -8 -19 20 -12 25 -18 -3 -15 26 -13 -27 -24 -30
right_child=1 2 -4 4 -6 -7 7 8 9 -11 19 21 13 14 -16 16 22 18 -20 -21 -22 -23 28 -25 -26 27 -28 -29 29 -31
leaf_value=0.0036366939270045147 0.0036761078104751619 0.0018986945845581851 -0.0031002818281076986 0.003585009452789078 -0.0020126178688664727 0.0036927529125377863 0.0033240461123840459 -0.0025966083364634554 -0.00361550959962607 0.0028958956932511664 0.0020695447170067751 0.0016073610573176125 -0.0035629589492169977 -0.0027183428361000537 0.0039112407914556023 -0.0035690614180599635 -0.0037068157898875066 -0.00042762827774312304 0.002409391376659689 -0.0037249227827276399 -0.0024844103811780586 0.0029773681163322617 0.0036673426576214118 -0.0029414316474918696 0.0023743484445783178 0.0016947187291969624 -0.0037076469677492629 -0.00069605281780396545 -0.0020473524419245782 0.002258368570780414
leaf_weight=0.19518307049292971 0.17386535118566548 0.85932618306832331 0.39323221147060472 0.35933858942007724 0.11812811135314405 0.16763397719478312 0.29529399832244996 0.3695195914187942 0.64730600643087655 0.1566486234369221 0.28461058778339066 0.14734122710069641 0.18238828136236407 1.4407389560947472 0.082374088466167339 0.13227972616732586 0.089278558967635036 1.8229130783729428 0.49351597798522551 0.35847191116772592 0.33754630049224932 0.44900287769269187 0.29280742866103537 0.11363162448105868 0.094996344298124202 1.1024179116357049 0.2224319626693626 0.64232373342383642 0.18191207014024258 0.28818498067266307
leaf_count=86 20 144 98 107 9 23 23 38 681 45 23 21 244 741 1 132 7 199 38 22 22 25 9 25 4 68 29 29 131 77
internal_value=0 -0.000158727 -0.000213713 -0.000116964 0.00220012 -0.000215262 -0.00027435 -0.000429011 -0.000763772 -0.00149239 -9.56116e-05 0.000412773 -0.00169267 -0.00124575 -0.00208186 -8.62841e-05 0.000557828 0.000532643 0.0001768 -0.00161618 -0.000401168 0.000846561 0.00119842 0.00133342 -0.00240332 0.000394099 -0.00158981 0.00081456 0.00177246 0.000592196
internal_weight=0 12.2995 12.1256 11.7324 0.477467 11.2549 11.0873 10.1143 7.50258 3.58892 3.91367 2.93304 3.43227 2.78496 1.61811 1.16685 0.984463 2.61172 2.31643 0.980629 0.622157 2.56352 0.852183 0.972958 1.53574 2.11451 0.369773 1.74474 0.762904 0.470097
internal_count=3121 3035 3015 2917 116 2801 2778 2609 2349 2072 277 210 2027 1346 746 600 356 260 237 67 45 172 224 169 745 147 50 97 217 208
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=1 47 50 12 50 4 42 447 42 43 123 3 13 52 3 4 159 42 2 48 42 148 376 474 16 1 4 52 16 1
split_gain=0.871858 0.551842 0.503048 0.477387 0.529053 0.58382 0.477194 0.373726 0.429862 0.549021 0.440608 0.437512 0.401263 0.370781 0.33332 0.741254 0.501764 0.425758 0.325561 0.377504 0.343032 0.30643 0.299334 0.308008 0.291506 0.258657 0.408017 0.292895 0.256793 0.378801
threshold=0.098700000000000024 0.086785000000000015 0.07826000000000001 -0.040564999999999997 0.11720500000000002 -0.17966999999999997 -1.0000000180025095e-35 0.084700000000000011 0.092860000000000012 -0.20207499999999998 1.0000000180025095e-35 -0.52915999999999996 0.41383500000000001 0.11434500000000002 0.090900000000000009 -0.076779999999999987 0.091005000000000016 0.085505000000000012 0.13404500000000005 0.12879500000000002 -0.098769999999999983 -0.080634999999999984 0.091135000000000008 0.086870000000000017 0.042200000000000008 0.079415000000000013 0.053180000000000012 -0.081429999999999989 -0.061854999999999993 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 6 -2 5 -5 22 8 9 -8 11 -11 -10 14 15 16 17 -13 19 20 -7 -22 23 -1 -23 -17 27 -27 29 -3
right_child=1 28 -4 4 -6 18 7 -9 12 10 -12 13 -14 -15 -16 25 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015618299632977587 0.0016114417671929176 -0.00034270446058618615 -0.0015463870773755276 -0.0015133468807517797 -0.0017429903844110944 -0.00086347581688966002 0.0014482148009995501 0.0014550404486201127 -0.0014347171386271701 0.0018030644632144842 0.001513698379033474 0.0011800523139626922 0.0019361561682680428 -0.0017550764694111379 0.00030880897339553056 -0.001775761090580696 -0.0017499597169985186 -0.0012567334177919711 0.0017316345123511577 -0.0008274214069729632 -0.00056023857175653807 0.0013179490401859181 0.00089240657133987525 0.0010569484546320419 -5.0456912093530721e-05 -5.4098500833057877e-05 0.00081794060585287901 -0.0017922665221323313 -0.00079294001232511056 0.0011065245546939867
leaf_weight=1.4759314410621289 1.0419391844188792 1.6938801635988063 1.0054611574742001 0.38363852113252406 0.32098043803125609 0.37091448041610453 0.62366169178858033 0.39743522671051401 1.147440327913501 0.2712199436500623 0.4038805617019533 1.1558899396914006 0.11068635433912266 0.52249293401837338 1.9415642276871947 1.0010230384650753 0.27484754566103209 0.24914619507035229 0.68688024301081885 0.55155750736594189 0.38505736645311195 2.2561886585317543 0.19325651787221421 0.14061842445516948 0.55435561155900348 0.43263743829447765 0.3923260339652187 0.77100538404192764 1.4888854611199347 0.74116949830204237
leaf_count=593 228 67 483 80 24 12 15 30 316 6 24 67 1 113 61 287 24 131 72 12 18 126 6 20 40 33 18 71 103 40
internal_value=0 0.000261624 -0.000399538 0.000561948 0.000363473 0.000493785 -0.000299311 -0.000150541 -0.000219171 -7.53596e-05 -0.000203487 -0.000302392 -0.00113816 -0.000387104 -0.000272163 -0.000535906 0.000339266 0.000747952 0.000654039 0.0004743 0.000675609 0.000854251 -0.00109629 -0.00133403 0.00104804 -0.00110202 -0.000679432 -0.0011675 -0.000239804 9.84054e-05
internal_weight=0 10.4754 12.5105 6.55151 5.50957 5.18859 11.5051 9.69526 9.29782 8.03969 7.41603 7.01215 1.25813 6.74093 6.21844 4.27688 1.67988 1.40504 4.80495 4.11807 3.56652 3.1956 1.80981 1.61655 2.81054 2.59699 1.59597 1.20364 3.92394 2.43505
internal_count=3121 822 2299 612 384 360 1816 1197 1167 850 835 811 317 805 692 631 222 198 280 208 196 184 619 613 166 409 122 104 210 107
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=31 15 43 156 2 48 52 13 2 46 8 48 484 13 13 1 474 1 52 1366 41 1429 457 401 38 475 160 403 1374 51
split_gain=0.202669 0.202175 0.232563 0.216178 0.193622 0.209368 0.259092 0.202634 0.22341 0.213356 0.199439 0.173004 0.169722 0.163981 0.180448 0.210466 0.159329 0.2161 0.303169 0.263146 0.149356 0.180287 0.19145 0.153498 0.156509 0.163891 0.147008 0.200518 0.176144 0.277147
threshold=-1.0000000180025095e-35 0.084050000000000014 0.24789500000000006 -1.0000000180025095e-35 0.098035000000000011 0.12879500000000002 0.024145000000000003 0.095710000000000017 0.10467500000000002 0.089105000000000018 0.088180000000000022 -0.086869999999999989 -0.068929999999999977 -0.28558999999999996 0.11596500000000001 0.11230000000000001 -1.0000000180025095e-35 0.10658000000000002 0.11434500000000002 -1.0000000180025095e-35 0.079885000000000025 0.084690000000000015 -0.0029299999999999994 0.083100000000000021 1.0000000180025095e-35 -0.084049999999999986 -0.090969999999999981 0.084620000000000015 -0.094929999999999987 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 7 -7 9 -9 11 12 -6 -5 -3 15 -15 -13 18 19 -18 21 22 -14 24 25 -24 27 -27 -28 -30
right_child=1 13 -4 4 5 6 -8 8 -10 -11 -12 16 20 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0035303118905340718 -0.0034739089089192141 0.003223157566180153 -0.0026409961833926739 -0.0035216550556729483 -0.0017972644959795233 -0.0028908943157610325 0.0012897337211391295 -0.003669039735241849 0.00054242512572134146 -0.0029635748556503471 0.0031673583792686524 -0.0016415550416631244 -0.0028306547674383838 -0.0035223477741766337 0.00027142923677769262 0.00046033676926351101 -0.0028506976043930991 0.0032749272624758097 -0.0025376269357637003 0.0024249177803951842 -0.0026242913930164501 0.0024551081626533701 -0.0034976767545179411 -0.0034474428576505641 -0.003087791084594177 -0.0034640099655747318 -0.0018123567305612211 0.0032876956095837634 0.00030686672592260321 0.00299871407954255
leaf_weight=0.18187867611413722 0.19755249845911116 0.085518006933852919 0.38147424407361619 0.19745541042356674 0.16264600562863174 0.39174539240775619 0.32413332790019922 0.19856493291445065 0.62540349124174099 0.12441813643090416 0.19724078362924036 0.14541691135673485 0.32727307567256048 0.67397309512307468 0.37841090541041922 0.20768403203692287 0.126068318728359 1.0532511973287908 0.21863121510250483 1.1020645109529115 0.29983250299119379 0.30743051948957134 0.13921506925543559 0.15652029670309264 0.18259478948311869 0.23856154602253532 0.34703564300434075 0.067529313499107957 2.5770807317458377 0.55645935068605457
leaf_count=86 153 6 118 182 14 36 23 8 102 9 39 26 97 952 74 19 6 225 43 187 42 62 59 51 20 97 15 4 323 43
internal_value=0 -0.000148693 1.09916e-05 0.000109555 0.000179879 0.000716412 -0.000998003 0.00104313 -0.000472479 0.00146899 -0.000249057 0.00166538 -0.000373914 -0.00141203 -0.00172661 -0.00258418 0.00187827 0.00208301 0.00121528 0.00188337 -0.000254377 -0.000109352 -0.000281031 -8.53862e-05 4.26978e-05 0.000188298 0.000323812 -0.00197446 0.000525927 0.00078489
internal_weight=0 11.9912 10.6456 10.2641 10.0666 4.47234 0.715879 3.75646 0.823968 2.9325 5.59423 2.80808 5.39699 1.34559 1.26007 0.881657 2.64543 2.50002 1.44676 1.22813 5.19953 4.8997 4.59227 4.265 4.10848 3.92588 3.78667 0.306091 3.48058 3.13354
internal_count=3121 3035 1984 1866 1713 679 59 620 110 510 1034 501 995 1051 1045 971 487 461 236 193 813 771 709 612 561 541 482 101 381 366
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 12 50 4 151 2 48 12 1 4 0 124 51 46 42 43 13 457 15 15 42 159 2 4 3 2
split_gain=1.21953 0.726792 0.701884 0.809077 0.68218 0.489181 0.480751 0.662258 0.561652 0.765506 0.712096 0.480201 0.534651 0.501081 0.401614 0.39524 0.374098 0.357331 0.343839 0.48542 0.433604 0.335689 0.332255 0.606683 0.374985 0.333949 0.405051 0.31944 0.27238 0.529477
threshold=0.091615000000000016 -0.064509999999999984 -0.060129999999999996 0.086245000000000016 0.16158000000000003 0.084100000000000022 0.11392500000000001 -0.17966999999999997 -0.40381499999999992 0.090790000000000023 0.12879500000000002 0.08401500000000002 1.0000000180025095e-35 0.042705000000000007 -0.033209999999999996 -0.087894999999999987 -0.076794999999999988 0.13702000000000003 0.092620000000000022 -0.52440999999999993 0.11596500000000001 -0.072694999999999996 -0.11713499999999999 -0.10653 0.09832500000000001 -0.47522499999999995 -1.0000000180025095e-35 0.0067750000000000006 -0.10831999999999999 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 15 3 5 6 11 7 -3 -9 14 16 12 -1 -14 22 -2 -11 -8 20 -20 28 -18 -10 -24 25 -25 -27 -23 -4 -30
right_child=1 4 18 -5 -6 -7 17 8 9 10 -12 -13 13 -15 -16 -17 21 -19 19 -21 -22 27 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0016075239412032768 -0.00021163129007558353 -0.0016337391107089775 0.00038982985337504393 3.167252703548656e-05 0.0012025915271086543 -0.0014943220429682138 -0.001627978705752106 -0.0016494717014154791 -0.0017102565984681503 -0.00035659439533757589 -0.0007601527241175946 0.0016769116633262345 -0.00070690737471209989 0.0015448032363470552 0.00038904181964883428 0.0011696196414542216 -6.0133509740454811e-05 0.00042490142846640145 0.0011798581297778462 -0.0016718981719462741 0.001025382787729145 0.00026880304916126948 0.0013892086201979202 0.0013256867212721359 0.00040956640611362107 0.00015788703704671902 -0.001649430252016082 0.001646716084760975 -0.0015530694390097812 0.00015402465796344046
leaf_weight=1.0444273686734966 0.66450173337943885 0.5861860348377349 1.4454925598111001 2.2728509213775396 1.1077315423171956 3.2273382217390463 0.81963179411832132 0.44067691115196517 0.52351967676076538 0.47345048259012434 0.72833739919587959 0.22045049828011531 0.86494505382142939 0.34889742359519005 1.7375378822907874 2.4156195896212003 0.48408898338675577 0.28833070024847984 0.19902363978326321 0.61149153090082098 1.0810500020161269 0.5271140697877853 0.43507021700497217 0.14227010123431094 0.63249845709651698 0.41368082538246764 1.2684840586735082 2.1477511022239923 0.75725277385208967 1.1529571161372585
leaf_count=216 39 100 41 58 87 1465 87 19 13 20 23 11 70 10 38 250 8 6 3 74 23 29 9 2 41 14 162 105 47 51
internal_value=0 0.000180156 -0.000472279 -0.000768579 1.31947e-05 -0.00108734 -9.99115e-05 4.55373e-06 0.000101027 0.00018211 0.000671179 -0.000557434 -0.00077555 -5.96932e-05 -0.000231761 0.00087163 0.000958177 -0.00109375 -2.17309e-05 -0.000971644 0.000151801 0.00115523 -0.000547575 -0.000337103 -0.000642795 -0.00100763 -0.00120497 0.00137518 -0.000129626 -0.000522708
internal_weight=0 15.8365 13.2262 7.97891 12.7564 5.70606 11.6486 10.5407 9.95448 9.5138 4.36074 2.47872 2.25827 1.21384 5.15306 3.08012 3.6324 1.10796 5.24727 0.810515 4.43675 3.15895 3.41552 2.892 2.45693 1.82443 1.68216 2.67487 3.3557 1.91021
internal_count=3121 1052 2069 1830 763 1772 676 583 483 464 185 307 296 80 279 289 162 93 239 77 162 142 241 228 219 178 176 134 139 98
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 0 0 47 4 50 42 48 2 4 52 160 48 1 42 159 150 48 3 16 4 52 43 1375 14 4 2 13 42 147
split_gain=0.921837 0.572025 0.677424 0.534371 0.495013 0.404127 0.402173 0.375374 0.394247 0.367842 0.464629 0.331864 0.331164 0.325047 0.285256 0.34137 0.336907 0.365272 0.260351 0.249745 0.244545 0.412503 0.240682 0.237805 0.245766 0.237771 0.236552 0.204094 0.192363 0.21576
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 0.086785000000000015 -0.17966999999999997 0.11644500000000001 0.092620000000000022 0.12879500000000002 0.11510000000000002 -0.49405499999999997 0.10347000000000002 0.099315000000000014 0.091635000000000008 0.077565000000000009 0.10306000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11454000000000002 0.11296500000000002 0.41221000000000008 0.053925000000000008 -0.087284999999999988 -0.083684999999999996 -1.0000000180025095e-35 0.077685000000000018 0.24564500000000003 0.10097500000000002 -0.063184999999999977 -0.11466499999999999 0.10271500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 8 12 10 -3 13 23 18 15 -5 -17 25 -1 -8 21 -15 -11 -6 28 27 -24 -18 -25 -30
right_child=3 6 -4 14 5 -7 19 -9 -10 22 -12 -13 -14 20 -16 16 17 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015933697506431209 -0.0012698976465315599 -0.001893421047931667 -0.0014191524696221477 -0.0014085125174485963 -0.0010799836375408054 -0.0012283757637044992 -0.0019071897698992781 -0.00057047963299417209 0.0017998003876490047 0.0013095585502428703 0.00083070437153411872 -0.0018933490938588277 0.0019369689741812752 -0.0018836054120702471 -0.0017443518576110086 -0.0014506212246619844 -0.0015925900525793322 0.0014866566516484672 0.00048244019847751594 0.00065530344292704886 0.001501255050938352 0.0004269565422604131 0.00077172098434332803 -0.00066677600574541066 -0.00079071969293628371 0.00074097583510910649 -0.00059733051380151108 1.027809171001653e-05 0.0011362633803954595 -0.00052362969656994101
leaf_weight=0.64911298424704078 0.43070818635169406 0.48983174370368976 2.9187632076791488 0.52946946350857649 0.29350692592561278 0.32734159682877351 0.4822050331858917 0.56234916020184744 1.5078159027034415 1.1025555209489544 0.36644987598992884 0.36131369473878283 0.62913647317327548 0.31350027490407306 0.36525089369388286 0.37419515103101808 0.40201563038863353 0.7532542556291445 0.29387515690177679 0.17303483589785174 0.47364419908262778 1.4797321140649722 1.0460135971661668 0.26864635222591582 0.35979377920739342 0.83731705229729403 0.7089367630542257 0.78591248486190945 2.4195647957967577 0.2940453067421912
leaf_count=98 103 58 1677 50 14 41 63 19 203 41 11 27 39 26 20 20 42 41 6 14 20 76 26 9 12 19 35 41 260 10
internal_value=0 -0.000420677 -0.000765251 0.0003285 0.000631223 0.00075413 9.11667e-05 0.000856572 0.000995593 0.000324352 -0.000727618 -0.000230809 0.00071126 -4.36681e-05 -0.000202008 -4.90163e-05 0.0001793 0.00039881 -0.000946459 -0.00123049 0.00033188 2.30146e-05 0.000639586 0.000499149 0.000637833 -5.79521e-06 0.000218673 -0.00053216 0.00081018 0.000956398
internal_weight=0 10.859 6.48994 11.1403 7.09291 6.6622 4.36903 6.33486 5.77251 3.71379 0.856282 3.57118 4.26469 3.20986 4.04741 3.68216 3.15269 2.7785 0.942988 0.65524 2.26688 1.79323 2.85751 3.63556 3.34205 2.02525 1.75495 1.18793 2.98226 2.71361
internal_count=3121 2178 1930 943 710 607 248 566 547 171 69 253 344 226 233 213 163 143 104 77 122 102 102 305 291 102 61 83 279 270
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 12 3 50 52 3 39 47 0 52 3 42 15 12 44 151 38 2 2 16 0 147 13 15 11 4 1 16 52
split_gain=1.56725 1.41026 0.991098 0.908561 0.855157 0.737645 0.645332 0.678242 0.761815 0.626868 0.727056 0.497528 0.490553 0.481525 0.467042 0.451659 0.447305 0.443568 0.434465 0.722013 0.433491 0.432828 0.39385 0.515246 0.408338 0.355777 0.331901 0.312563 0.288503 0.272814
threshold=0.077565000000000009 -0.059114999999999994 -0.054684999999999991 0.16158000000000003 0.079410000000000008 -0.43320999999999993 -0.10519499999999998 0.16946000000000003 0.10813000000000002 -0.10836499999999999 -0.066844999999999988 0.11296500000000002 -0.088934999999999986 -0.15914499999999995 0.099815000000000015 0.13740500000000003 -0.0064299999999999991 0.10386000000000002 0.084055000000000005 0.083995000000000014 -0.36241499999999999 0.16094000000000003 0.10271500000000001 -0.16152999999999998 0.013270000000000002 0.081365000000000007 0.27834500000000006 0.099195000000000019 -0.15241499999999997 -0.40306999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 5 -4 22 8 9 10 16 18 -3 -11 -14 28 -8 27 19 -1 26 -16 23 -7 25 -25 -12 -2 -6 -10
right_child=2 12 3 -5 15 6 7 -9 29 13 20 -13 14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099422741972835437 0.00021850654576458536 -0.0012669219640478633 -0.0012110853737690647 0.00091677189007939336 0.00010739313102449719 -0.00052568942582496532 0.00018908224551979346 0.0013082360712470141 -0.00017826019069710903 0.0012162814415841979 -0.00064721140569709166 8.9166129396068899e-05 0.00027055399984892618 -0.00078842980154115083 -0.0012873561717480122 0.00073901668469870778 -0.00077574872033369551 -0.0002736523975429063 -0.0012078032022852505 0.0015209267569961222 0.00088385495303978207 0.0002879031574324707 -0.00051066936181795965 0.0012266738663368039 -0.00021135367929121752 0.00035249226166849952 0.00053772441897715598 0.0010921945362718547 -0.0011366154243477298 -0.0012643728051487137
leaf_weight=0.53543346084188481 0.81762148346752272 0.42965387366712082 0.70116707216948881 1.3062693872489024 0.31154878914821948 0.54649291560053859 1.3448162246495488 0.45250365417450744 0.46806504717096675 0.18824145989492747 0.61056118039414309 0.61723993252962817 3.6169148532208055 1.8967382579576062 0.6082273310748858 0.25070239417254914 1.403486489318311 0.61641017254441965 4.0403072184417397 0.23459806945174932 1.9790294142439977 0.42244782531633973 0.56964868865907181 1.8165669953450629 0.55798440182115872 1.0500043551437555 0.7563992659561336 2.0590685785282403 1.8404851087834677 1.1249815598130233
leaf_count=128 36 21 134 88 17 19 23 21 10 15 16 9 79 199 69 4 31 21 1313 10 41 7 8 64 32 45 34 247 326 54
internal_value=0 -0.000497633 6.09794e-05 -4.57114e-05 -0.00011607 -1.29896e-05 4.39041e-05 -0.000122649 -0.000188906 -4.15948e-05 0.000151991 -0.000921294 -4.47385e-05 -0.000607435 6.82482e-05 -0.000779608 -0.000303632 0.000646668 -0.00105095 -0.00022796 0.000526226 -0.000641697 0.000418952 0.000552307 0.000724334 0.000906467 8.46564e-06 0.000843872 -0.000956521 -0.000945254
internal_weight=0 10.5048 22.6688 19.1757 17.8694 15.4667 14.7655 10.2248 9.77232 8.17927 6.09429 5.42758 5.07724 2.08498 4.64759 2.40274 2.7483 3.4931 4.81034 0.770032 3.34599 1.03068 4.5407 3.97105 3.42456 2.86657 1.36696 2.87669 2.15203 1.59305
internal_count=3121 1636 1485 1181 1093 746 612 444 423 359 145 1460 176 214 155 347 54 304 1451 138 91 76 168 160 141 109 50 283 343 64
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=1 47 0 3 15 4 12 12 50 52 1 42 457 4 52 150 52 48 150 4 16 15 16 16 2 457 42 48 149 156
split_gain=1.5026 0.832461 0.782166 0.964534 0.699974 0.694997 0.687122 0.681093 0.531223 0.497147 0.495799 0.466718 0.458247 0.454193 0.720027 0.417392 0.441307 0.46331 0.415059 0.481541 0.414874 0.39398 0.36675 0.461342 0.3659 0.321125 0.314264 0.468755 0.333919 0.281842
threshold=0.094385000000000011 0.086785000000000015 -0.060129999999999996 0.090900000000000009 -0.03241999999999999 0.40124500000000002 0.084100000000000022 0.08401500000000002 0.11875500000000001 -0.26636999999999994 1.0000000180025095e-35 0.092620000000000022 0.093100000000000002 -0.49405499999999997 0.10347000000000002 -1.0000000180025095e-35 0.12603000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.40473500000000007 0.41370500000000004 -0.095869999999999983 0.22339500000000004 -0.007794999999999999 0.13913500000000004 0.082380000000000009 -0.22961999999999996 0.12879500000000002 0.10096000000000001 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 10 26 -6 -1 13 15 14 -4 -11 17 -17 -3 24 -13 -12 23 -15 -20 -5 -2 28 29 -28
right_child=1 18 11 25 9 -7 -8 -9 -10 12 21 20 -14 22 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015183074255920373 -0.00074094514569803948 -0.0013397831062803879 -0.0015661028515310637 -0.00031589338052555462 -0.0015259010177138467 0.0015922976717670861 -0.0014539801451913911 0.0018044845751739149 -0.00088455922661148873 0.0015219143239456438 -0.0014522045422868644 -0.0015805258003726071 0.0016002615623340692 -0.00010593681938183411 0.00078097951170302317 -0.0009874036998302701 -0.001552450504041216 0.0005342550813158723 -0.00042333806162695239 0.0012091094120341012 0.00069265595571492324 3.4224010596997343e-05 -0.0004477297149113472 0.0011207856512258571 0.00090332731087942875 0.00090570993911459055 0.0013292581631615718 -0.00087362886666775134 -0.00024906930329293095 -0.00030090076029688024
leaf_weight=1.1520817327545945 0.23566814884543319 0.66054457612335671 0.7201244340976698 1.0248181491624562 0.42228343803435597 0.23794910870492447 3.7615903640398756 0.25718983798287798 0.37811374943703402 0.34552140999585512 0.51965889683924649 0.67438596789725114 0.45060153678059567 1.0682967749889942 0.49272162560373545 0.64928002608940216 0.46260061534121621 1.4437499904306577 3.5999220381490877 0.57522842264734197 0.24498610477894545 1.7205555033870039 0.81968503375537682 1.9184144004248112 0.53439380321651686 0.90872399322688568 4.3406623766059056 0.27566688135266293 0.36371938046067942 0.25112070492468763
leaf_count=216 5 22 58 33 95 5 1539 11 13 8 29 65 19 22 11 24 43 103 164 22 12 82 43 37 25 15 377 7 10 6
internal_value=0 0.000242691 -0.000421436 -0.000685826 0.000506127 -0.000924468 -0.00100527 -0.000542785 0.000830425 3.87815e-06 -0.000720745 5.18391e-06 0.000196613 0.000184685 -0.000612595 -2.13988e-05 -0.000230055 6.22204e-05 -0.000229181 -7.34121e-05 -0.000974789 -0.00031058 0.000438725 0.000682007 -0.000251856 0.000258234 0.000949042 0.00102518 0.00113081 0.00124011
internal_weight=0 14.9891 15.5212 9.58257 9.61899 7.64903 7.41108 3.64949 5.84495 3.77404 3.3923 5.93861 3.35175 5.01924 1.21285 2.90115 2.55563 2.09303 5.37009 4.70954 0.919372 2.24021 3.8064 2.98671 4.13432 1.93354 5.46684 5.23117 4.9555 4.59178
internal_count=3121 943 2178 1930 710 1882 1877 338 418 292 327 248 197 171 69 178 170 127 233 211 77 111 102 59 189 48 405 400 393 383
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 47 4 50 51 474 48 38 52 11 13 150 16 15 2 2 43 457 16 151 159 12 12 16 48 148
split_gain=1.39008 0.729238 0.67817 0.714605 0.772972 0.518167 0.676032 0.631946 0.403958 0.413693 0.423801 0.402751 0.398584 0.343815 0.398988 0.308888 0.325856 0.342471 0.324881 0.286609 0.281791 0.29503 0.299145 0.310714 0.279574 0.290412 0.247181 0.440799 0.225437 0.333702
threshold=0.098700000000000024 -0.064509999999999984 0.079890000000000017 0.10732000000000001 -0.097604999999999983 0.091680000000000011 -0.17966999999999997 0.10965000000000001 -0.096089999999999981 0.084660000000000027 0.10096000000000001 0.10657000000000001 -0.24164999999999998 0.080455000000000013 0.17001000000000002 -1.0000000180025095e-35 -0.065229999999999996 -0.055554999999999993 0.099515000000000006 0.13247500000000004 -0.14968999999999996 -0.0029299999999999994 -0.056919999999999991 -1.0000000180025095e-35 0.089755000000000015 0.085440000000000016 0.084100000000000022 -0.083134999999999987 0.12474000000000002 -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=2 11 8 4 13 6 -3 12 -1 10 20 -2 -8 14 24 -7 18 -18 -17 28 -10 -22 23 -23 25 -4 27 -6 29 -14
right_child=1 5 3 -5 26 15 7 -9 9 -11 -12 -13 19 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015623293946471829 0.0014555952921780802 -0.0014095054329604547 -0.00067621690993669055 0.00042040497143827003 0.00080639781113239577 -0.0015969621635541465 -0.00082041577311418032 -0.0012483146911605983 0.00067405859916833003 0.0010584308164250367 0.0012649341006747623 -0.00019610701743983657 -0.00043500917993385876 -0.001563292876350913 -0.0016528069488209065 -0.00031096743975435467 -0.0015888323751595821 -4.0605235213063343e-05 0.0010840516369204521 0.0015795975552075256 -0.0016164108586987464 0.00077513977197555509 -0.00077805186319038786 -0.00036451560223862609 -0.0010588885952567424 0.00078491461811967388 -0.0015514342754536403 -0.0016054243061310286 -0.00029442680163070651 0.00088717867291523544
leaf_weight=0.38839261012617488 1.7263787147821852 0.46933011233340849 0.42763648030813861 1.1459501017816363 0.31941910850582644 0.41810036310926113 0.41492051049135525 0.45382020086981345 0.70198463555425394 0.84977877838537086 0.49406215106137086 0.44038753770291794 0.51709766406565716 0.4323507921071722 0.32841625320725132 0.92762536159716613 0.61575595266185734 0.75711743673309584 0.6933551961556077 0.833775189006701 0.41413093358278263 0.95511484518647227 1.5325944252545034 1.405007174122147 0.36248030373826612 1.3253006705781443 3.0342453189077787 0.41296862869057882 0.58734007366001595 3.6998570233117807
leaf_count=63 240 80 42 18 23 18 34 28 21 29 15 18 18 59 62 26 56 26 25 79 13 26 80 78 32 59 1545 134 9 165
internal_value=0 0.000306344 -0.000394045 -0.000703903 -0.000897856 0.000136652 0.000377451 0.000506343 -3.6029e-05 5.72867e-05 -9.7314e-05 0.00111989 0.000637897 -0.000296036 -7.18388e-05 -0.000355689 -0.000182342 -0.00073501 0.000285735 0.000745218 -0.000231684 -0.000379313 -0.000247703 9.66901e-05 0.000173605 0.000428465 -0.0013574 -0.000553547 0.000600413 0.000725047
internal_weight=0 12.5549 14.5298 7.78877 6.64282 10.3881 6.97614 6.50681 6.74107 6.35267 5.50289 2.16677 6.05299 2.87618 2.44383 3.41195 2.99385 1.37287 1.62098 5.63807 5.00883 4.30685 3.89272 2.36012 2.11542 1.75294 3.76663 0.732388 4.80429 4.21695
internal_count=3121 822 2299 1974 1956 564 413 333 325 262 233 258 305 254 195 151 133 82 51 271 218 197 184 104 133 101 1702 157 192 183
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 3 3 47 52 50 4 3 11 15 1 4 151 48 0 376 43 52 45 2 160 12 49 42 16 0 52 2 1 4
split_gain=1.47055 0.73842 0.751811 0.71 0.713189 0.734263 0.674518 0.602261 0.561733 0.534979 0.654557 0.530371 0.495475 0.493228 0.455128 0.448544 0.397255 0.394152 0.380742 0.448519 0.485949 0.540275 0.341893 0.341065 0.326675 0.492186 0.326258 0.31853 0.478476 0.310723
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 0.092530000000000015 -0.38533999999999996 0.11610000000000001 -0.083854999999999985 0.16158000000000003 0.080455000000000013 0.035560000000000008 0.11146500000000002 -0.084134999999999988 -0.016164999999999995 0.12879500000000002 -0.13455999999999999 0.091135000000000008 -0.074359999999999996 -0.080979999999999983 0.08572500000000001 0.11411 -0.080409999999999995 0.11201500000000002 0.0034800000000000005 -1.0000000180025095e-35 -0.54165499999999989 -0.074229999999999977 -1.0000000180025095e-35 0.11093500000000002 0.080000000000000016 -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 8 6 4 -2 9 11 16 22 13 -11 15 -4 18 17 23 -5 -8 19 20 -6 -22 27 -3 -18 -26 -27 28 -1 -25
right_child=3 2 12 7 5 -7 14 -9 -10 10 -12 -13 -14 -15 -16 -17 24 -19 -20 -21 21 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.00089473976657818643 -0.0018881863801841468 -0.0019152570346609157 0.0013156629766952193 0.00013960518029400526 -0.00025883883664151464 -0.0013862728196660794 0.00072660044784672681 0.0015651138056571826 -0.0015041591129121659 -0.0013981447744408164 0.00085990085808867968 0.0024525065305994087 -0.00040711407846992769 -0.00067595910474274547 -0.0017075355543237137 0.0021177154693271128 0.00088095683751031101 -0.0011978853399822152 -0.00084185822261119729 0.0019174304396441823 0.0015056272904282262 -0.0002382495761881206 0.0016101900834015429 -0.0019314566748100583 -0.0019631399977737152 -0.0014946591354465743 0.00087408898056954263 0.0012803255593859437 0.0011175602546027511 0.00037222537478896859
leaf_weight=1.2518485102336856 0.40168307151179661 0.61986323504243035 0.76535549573600326 1.7143740460742263 1.0234258873388133 0.58484644454438317 0.5548374953214078 0.52837388357147563 0.58225757081527252 0.81067492498550631 0.99982965039089322 0.2389578192960452 2.4324358350131652 0.58801475539803494 4.311641491367487 0.20471362024545658 0.27674531284719694 1.1208888536784778 0.33647574018686999 2.0978572233580053 3.3205713505158183 0.76165588852018107 0.73281079169828434 0.26954948250204325 1.361145055969246 0.35397047700826079 0.4747242506127799 0.65613712556660164 0.61425653332844365 0.84198189422022574
leaf_count=59 105 232 13 67 49 42 15 25 51 65 39 12 76 10 1504 2 8 53 11 200 202 12 23 25 63 23 22 10 31 72
internal_value=0 -0.000523071 -0.000762309 0.000292683 0.00055396 0.000647179 -0.001063 -0.000313448 0.000185186 0.00076684 -0.000151166 -0.000172336 5.21329e-06 0.000971325 -0.00138656 -0.000496299 -0.000550854 -0.000560683 0.00109979 0.00119049 0.000891791 0.00118026 0.000487373 -0.00080537 -0.00103075 -0.00127235 -0.000137703 0.00016115 -0.000232361 -0.000186424
internal_weight=0 15.1975 11.3602 15.6344 10.925 10.5234 8.16243 4.70933 3.83731 9.93851 1.8105 2.17507 3.19779 8.128 5.98737 1.93611 4.18096 1.67573 7.53999 7.20351 5.10565 4.08223 3.25505 1.73139 2.46659 2.18984 0.828695 2.52224 1.86611 1.11153
internal_count=3121 2178 2004 943 735 630 1915 208 174 588 104 343 89 484 1572 331 183 68 474 463 263 214 123 329 116 108 45 100 90 97
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 0 12 3 39 16 160 2 3 43 1456 132 42 34 3 16 1 47 14 48 4 1 1 16 0 52 4 42 160 42
split_gain=0.245416 0.412065 0.226731 0.246999 0.226798 0.22632 0.227462 0.226023 0.218148 0.216623 0.220787 0.207647 0.205827 0.223659 0.339857 0.199424 0.197642 0.296365 0.262166 0.225762 0.448439 0.332461 0.251084 0.191586 0.183061 0.168669 0.306429 0.142533 0.204422 0.139559
threshold=0.077565000000000009 -0.059114999999999994 -0.054684999999999991 0.31299000000000005 0.15619500000000003 0.071345000000000006 -0.26568499999999995 0.084055000000000005 0.149315 0.24789500000000006 0.0058550000000000008 0.079970000000000013 -0.11051499999999999 -1.0000000180025095e-35 -0.15956499999999998 -0.084119999999999986 0.13707500000000003 0.11774000000000001 0.077685000000000018 0.086260000000000017 0.0061450000000000003 0.111945 0.10797500000000002 0.68589000000000011 -0.11173999999999999 -0.012164999999999999 0.26790000000000008 0.10077000000000001 -0.23686999999999997 0.092620000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 25 4 5 6 -4 15 -9 10 11 12 -8 -14 -15 -1 17 18 19 21 -21 22 24 27 -16 -2 -27 28 -7 -3
right_child=2 29 3 -5 -6 23 9 8 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0034709988636863328 0.0029511337106764277 0.00043758858297039921 -0.0034528079341680164 0.0034541387917618391 0.0035604876173899809 0.0020755392217832601 -0.0032608579741847461 -0.0034455881922661226 8.0049928539667448e-07 -0.0035131235629625519 -0.003464426094847805 0.0026723587378006592 -0.0028603759458563733 0.0032636383692381276 0.0018004942091483988 0.0020945449323425572 0.0029504322803757996 -0.0035534455340907926 -0.0036609748347667783 -0.0034061828285856378 0.00070767132598090275 0.0034504122610897444 -0.0028996588840846109 0.0032998850177946982 -0.00064243868826841367 -0.0011788758926938934 0.0034593082507372304 0.00046451441442063156 -0.0033703950030662157 -0.0018112055228747051
leaf_weight=0.11021662908024155 0.5649887396430131 2.1280727400153432 0.21149897028226394 0.23568812699522812 0.19297887134598557 0.091602081782184541 0.19393793947529037 1.0589027917449128 0.27094940561801184 0.18284687414416101 0.18002552236430336 0.43317914271028701 0.24512019474059332 0.47079199086874624 0.96919654996599891 0.24098546657478337 0.28767539630644012 0.25682585380855005 0.19184960279380892 0.46133376553188987 0.95684029441326857 0.5436991998576558 0.2365802879212423 0.084506967104971409 0.5735571338591412 0.47387749960762426 0.2586484519415535 0.20583478373009712 0.69731517975742441 0.38243080905522209
leaf_count=65 148 103 84 65 25 9 22 1313 7 50 34 72 16 41 58 75 23 21 14 40 28 39 15 8 275 46 110 12 230 73
internal_value=0 -0.000784332 0.000216225 -1.78437e-06 -0.000108019 -0.000202737 4.22719e-05 -0.00209757 -0.00274341 0.000161818 0.000273798 0.000389418 0.000205856 0.000335312 0.000493613 0.000347928 0.00020236 1.36781e-05 0.000246609 0.00044699 -0.00063057 0.00110482 0.000388098 -0.00165449 0.000892273 0.00154407 0.000458826 -0.00207538 -0.00273806 9.50246e-05
internal_weight=0 4.19156 9.2004 7.90288 7.6672 7.47422 6.39496 1.68105 1.32985 6.18346 6.00061 5.82059 5.38741 5.19347 4.94835 0.351202 4.47756 4.18988 3.93306 3.74121 1.41817 2.32303 1.77933 1.07926 1.54275 1.29751 0.732526 0.994752 0.788917 2.5105
internal_count=3121 1636 1485 1181 1116 1091 832 1460 1320 748 698 664 592 570 554 140 513 490 469 455 68 387 348 259 333 304 156 251 239 176
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1456 1 146 47 43 52 133 133 42 1 44 456 0 376 160 4 43 2 160 3 0 1 2 13 156 452 123
split_gain=0.230443 0.238412 0.213099 0.204629 0.216085 0.270582 0.256826 0.244636 0.221365 0.213414 0.211212 0.208666 0.225173 0.2215 0.21305 0.218008 0.193906 0.172078 0.211558 0.274189 0.242326 0.207308 0.269187 0.206172 0.246296 0.276134 0.168289 0.159896 0.156202 0.148397
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.12337000000000002 0.12035500000000002 0.11893500000000001 -0.25681499999999996 -0.23798499999999997 -0.25159999999999993 0.10622000000000002 -0.14899999999999999 0.11353000000000001 0.081805000000000017 0.087015000000000023 -0.23194499999999998 0.088470000000000007 -0.098904999999999979 -0.49405499999999997 -0.075574999999999989 0.089885000000000007 0.083670000000000008 0.086245000000000016 -0.074479999999999977 0.091785000000000019 0.084055000000000005 0.073000000000000023 0.10441500000000002 0.085195000000000007 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=28 2 -2 4 6 7 8 -6 -3 -10 11 -11 13 14 15 -13 17 -17 -19 23 21 22 26 24 25 -20 -21 -9 -1 -5
right_child=1 3 -4 29 5 -7 -8 27 9 10 -12 12 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025634884858340124 0.003073688438245539 -0.001828239152442789 -0.002707999238723567 -0.003040464383622982 -0.0014396589089288544 -0.0028517270351155629 -0.002824700383187505 0.002219724605367567 -0.0028469421661717858 -0.0027825106607880716 -0.0017351525450288929 0.0030468961022614297 0.0022781156051235097 -0.0030469902488527972 -0.0021500138435178772 -0.0016652930004651565 0.0031307578331179688 -0.0016005111783386082 0.0015672054721534326 -0.0014447793338974771 0.00068248833178949874 -0.0030395232608052291 0.0031785179093908726 0.0030057623345139703 0.0023865339971961448 -0.0030416621905141263 0.002641926443114413 -0.0014268209919363671 0.0031802859957797158 0.0030541663054796334
leaf_weight=0.47697310990770247 0.066554555669426918 0.53117393587308015 0.46283323997340353 0.2857315278961331 0.2296397816389798 0.14453774970024813 0.28941710994695391 1.3241178652679089 0.20748159462527027 0.18745244474848011 0.46082509169355113 0.29158137761986935 0.56628935571643513 0.1760650542564689 0.29069274204084639 0.38988814517505677 0.22538470057770599 0.44353765365666742 0.23480905365431681 0.74395640984589417 2.6330540936323814 0.31499199711834069 0.17470278963446617 0.61659430910366786 0.43434174888534471 0.23986692345351912 0.10494882287457585 0.11967673039180216 0.047522351145744324 0.041800627484917641
leaf_count=287 4 269 457 256 6 4 43 239 132 30 255 31 89 14 63 150 11 33 47 227 144 28 4 79 60 122 7 22 1 7
internal_value=0 1.99162e-06 -0.00198113 9.17018e-05 0.000159493 0.00111423 -2.21196e-05 0.00145677 6.54016e-05 0.000180534 0.000254183 0.000367807 0.000442741 0.000300644 0.000383212 0.000490752 0.000377067 0.00027903 0.000406634 0.000568577 0.000150394 -0.000896246 -0.000236702 0.00165724 0.000742528 -0.000761783 -0.000939546 0.00191746 -0.00204307 -0.00226265
internal_weight=0 12.2319 0.529388 11.7026 11.375 1.81797 9.55706 1.67343 9.26764 8.73646 8.52898 8.06816 7.88071 7.31442 7.13835 6.84766 6.55608 6.33069 5.9408 5.49727 3.97165 1.3386 1.02361 1.52561 0.909018 0.474676 0.848905 1.44379 0.524495 0.327532
internal_count=3121 2833 461 2372 2109 271 1838 267 1795 1526 1394 1139 1109 1020 1006 943 912 901 751 718 410 266 238 308 229 169 234 261 288 263
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 0 0 160 47 12 4 50 48 2 474 133 42 51 150 16 52 52 4 2 150 51 15 15 3 150 455 3 15 3
split_gain=1.00018 0.634989 0.809228 0.48557 0.500172 0.554729 0.539968 0.474769 0.462385 0.445856 0.373397 0.368207 0.355008 0.470839 0.35466 0.408941 0.344916 0.460753 0.800334 0.324958 0.304608 0.32439 0.303887 0.342617 0.299998 0.407171 0.296957 0.265903 0.256665 0.298164
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 -0.40698999999999991 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.10965000000000001 0.12879500000000002 0.11411 0.084660000000000027 0.10622000000000002 -0.098769999999999983 -0.076794999999999988 -1.0000000180025095e-35 -0.5335399999999999 0.11434500000000002 0.10744000000000002 -0.49405499999999997 0.13913500000000004 0.083095000000000016 0.086685000000000012 -1.0000000180025095e-35 0.095175000000000023 0.090900000000000009 0.10801000000000001 0.092745000000000008 0.013900000000000001 -0.17952999999999997 -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=1 2 10 -2 5 26 -7 8 9 12 20 16 -8 -14 -6 -16 17 18 -3 28 22 -22 -1 -24 25 -15 -5 -4 -17 -30
right_child=3 11 27 4 14 6 7 -9 -10 -11 -12 -13 13 24 15 19 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018345004779849357 -0.0016350883365438406 -0.0014339566569052881 -0.0015242737736697793 0.0018290301722854172 -0.0015514151334688414 -0.0015971770491653369 -0.0011461674615240803 -0.0014049982715209415 -0.00072084821563076558 0.001716511891136764 0.0011016109785890414 -0.001330117313577061 -0.0010384441277463288 0.0012003791593149357 0.0017237417000790776 -0.0017711078993967438 -0.0011880622759382971 0.0020828598189311883 0.00062295085553226465 0.0012333469844723415 0.00084648096720626325 -0.00081188997266929655 0.0003029860052866917 -0.0019421925485749369 0.0018832209802642132 -0.00056008215864659081 -0.0010597075064025675 0.00044849246551857664 0.0015346923151521132 -0.00040739005977996455
leaf_weight=0.74412252643378485 0.42086971132084627 0.7873211596161126 3.3796638417406943 1.380257527460343 0.5218392414972185 0.42244727839715679 0.37825500383041744 0.39242126583121706 0.70294766314327706 1.3648422023979945 0.59316277224570502 0.56381021672859777 0.43486575619317536 1.2144547723000889 0.41390362195670638 0.38216168247163373 0.50654539884999383 0.4620529394596814 2.7946644783951364 0.46115594473667432 0.89339179219678022 0.67046264186501503 0.77265504829119913 0.30896812083665282 0.83054958749562491 0.65763515001162876 0.12611452885903407 0.23745208606123913 0.28939830837771419 2.2723636690061531
leaf_count=94 34 64 1671 237 22 91 11 38 19 126 22 44 18 83 16 15 32 5 103 28 33 16 52 36 39 16 10 6 9 131
internal_value=0 -0.000447384 -0.000777745 0.000268058 0.000333467 0.000603346 0.000371722 0.000510905 0.000645558 0.00084236 -0.00021737 4.35251e-05 0.000503009 0.000701832 -0.000157991 3.24112e-05 0.000213717 0.0003893 0.000170842 -0.000173178 -0.000448185 0.000135497 -0.000948141 -0.000338354 0.000981849 0.000581957 0.00158718 -0.00139477 -0.000393506 -0.000187996
internal_weight=0 12.7143 7.59988 12.6665 12.2456 7.90479 6.39842 5.97597 5.58355 4.8806 3.98276 5.11439 3.51576 3.13751 4.34082 3.81898 4.55058 4.04404 3.58199 3.40508 3.3896 1.56385 1.82575 1.08162 2.70264 1.87209 1.50637 3.61712 2.94392 2.56176
internal_count=3121 2178 1930 943 909 688 441 350 312 293 253 248 167 156 221 199 204 172 167 183 231 49 182 88 138 99 247 1677 155 140
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=31 15 43 156 13 160 131 13 132 45 457 1 15 376 12 49 43 13 13 1 3 1 51 15 16 2 131 0 15 457
split_gain=0.218389 0.217813 0.212037 0.207642 0.183545 0.274764 0.238503 0.235931 0.227264 0.19861 0.217974 0.203583 0.188394 0.18738 0.176351 0.173656 0.181567 0.171638 0.183554 0.201929 0.163203 0.161104 0.159783 0.159777 0.196828 0.157188 0.16625 0.165569 0.266613 0.228108
threshold=-1.0000000180025095e-35 0.084050000000000014 0.24789500000000006 -1.0000000180025095e-35 -0.084034999999999985 -0.082179999999999989 0.092705000000000023 -0.53104499999999988 0.080640000000000017 -0.080359999999999987 0.082380000000000009 0.11212500000000002 -0.47006499999999996 -0.18919999999999998 0.085565000000000016 0.10542000000000001 -0.52440999999999993 -0.28558999999999996 0.11596500000000001 0.11230000000000001 0.31299000000000005 0.093575000000000019 0.08955500000000001 -0.036009999999999993 -0.070454999999999976 0.113445 0.098420000000000021 -0.10607499999999999 -0.11033999999999998 -0.0029299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 20 7 -7 9 -6 12 21 -11 -14 -10 16 -15 -3 19 -19 -5 22 -12 24 -17 26 27 28 -18 -30
right_child=1 17 -4 4 8 6 -8 -9 14 10 11 -13 13 15 -16 23 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0034893909955064817 -0.0034167612110425675 0.0031323869803248161 -0.0024915347646990256 -0.0030341761318867498 0.0035534575994454641 -0.0012278245166206594 -0.0021171157015323922 0.0020434881551362151 0.0027699701503770264 0.0028314439121877649 0.0013092218628809776 -0.0015249697913227759 0.0032546010979765047 0.0011531864169409154 -0.0011262837466154614 0.0011587288601213337 -0.0032878098506970111 -0.0034681526260909399 0.00020639896637570512 0.0003426110423815683 0.0034361578329018747 0.0027353213679506519 -0.0020145830467301457 0.0032289290471085377 -0.0029112614727619611 0.00031448770431999226 0.0020054812144786791 -0.0026528401916846331 -0.0020441945886766682 0.0016139975119420528
leaf_weight=0.19463316019391541 0.19019747182027735 0.089883887907490023 0.37681114442239128 0.27989822797826525 0.15165183087810152 0.29316963368910443 0.21634134391206306 1.9865814257354903 0.51230213165399607 0.16415179244358569 0.56346089349244699 0.38507426087744523 0.12379244045586535 0.32363541741505875 0.18258713046088815 0.3616560364025645 0.39827778009930626 0.69091349537484414 0.39385810459498316 0.21013414801564068 0.053865714726271108 0.53289465245325118 0.23854586097877473 0.18641208542976517 0.22233603835047688 0.47250829207769118 0.12766525175538834 1.688971855081068 0.33544635726138949 0.48036876716650645
leaf_count=86 153 6 118 161 8 24 30 327 61 34 61 16 13 20 92 37 37 952 74 19 18 58 6 15 100 83 35 426 25 26
internal_value=0 -0.000145015 1.72675e-05 0.000107543 0.000172738 0.00091079 0.00129866 0.00162281 -0.000107543 -0.000298186 -0.000386617 0.000655554 -0.000753542 -0.000878192 0.0017462 -0.000989478 -0.00128632 -0.00141636 -0.0017321 -0.00257944 -0.00198994 0.00128456 0.000320602 0.000485063 -0.000390788 -0.00151169 -0.0017964 -0.00196359 -0.00100475 0.000109824
internal_weight=0 12.2334 10.8486 10.4718 10.2816 2.82986 2.49609 2.27975 7.45174 6.75685 6.6052 1.71998 4.88522 4.72107 0.694889 4.59728 3.82687 1.38479 1.29491 0.901048 0.333764 1.3349 0.802007 0.770404 0.583992 3.50324 3.03073 2.90306 1.21409 0.815815
internal_count=3121 3035 1984 1866 1713 560 381 351 1153 1000 992 141 851 817 153 804 652 1051 1045 971 179 125 67 152 137 632 549 514 88 51
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 12 15 50 52 51 3 0 4 0 15 0 151 50 47 2 13 38 9 159 1370 2 51 48 42 160 16 457 42 16
split_gain=1.76598 0.851707 0.832535 0.649777 0.618789 0.60452 0.556545 0.873992 0.610131 0.711055 0.839929 0.543564 0.538763 0.551099 0.664628 0.6041 0.502955 0.502476 0.496489 0.479288 0.442482 0.411947 0.404501 0.391004 0.390917 0.334627 0.31812 0.312216 0.2978 0.494107
threshold=0.098700000000000024 -0.064509999999999984 0.084050000000000014 0.07826000000000001 -0.43320999999999993 -0.10748999999999999 0.090900000000000009 -0.071924999999999989 0.40124500000000002 -0.13027499999999997 0.083935000000000023 -0.15350499999999997 -0.50825999999999982 0.11534500000000002 0.13148500000000005 0.11448000000000001 -0.28558999999999996 0.10657000000000001 -0.036024999999999995 -1.0000000180025095e-35 0.083000000000000018 0.11215000000000001 0.045645000000000005 0.13624500000000003 0.093505000000000019 -0.081969999999999987 -0.014034999999999997 0.082380000000000009 -1.0000000180025095e-35 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -1 7 8 9 11 18 -7 -6 14 15 21 -4 -2 -11 -15 -18 25 26 -17 -9 -14 -13 -8 -27 -30
right_child=1 4 16 -5 12 6 27 24 -10 10 -12 22 13 19 -16 23 20 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.001347174332279642 0.0012250286345388496 -0.0013406535970281075 0.0012228070394618039 -0.0011975404818147185 -0.0013724757307885815 -0.00081054041642736232 6.2871548369181405e-05 0.00041197759283742927 0.001395573579946944 0.0015195187998106963 0.0013255330037050428 -0.00092285110366087982 -0.00058550768585590937 -0.001358767295938138 -0.00071414653981661115 0.0012109718457577153 -0.0012107391166474816 -0.00018349015612714365 -0.0013452254244228354 0.00042151980236706409 0.0015154905822939496 -0.00063184613737333366 0.0014184546978548574 -8.6771832185045077e-05 -0.0006962035028598763 -0.00024882228526049789 0.00069341434736935523 0.00095143185725066529 -5.0080061449376385e-05 0.00096302446943865769
leaf_weight=0.71123093320056519 2.1233651200309391 0.50193038058932771 0.17187242396175895 1.1422722409479309 0.38748901151120563 1.0747564955381679 1.7179370778612804 3.4613063827855575 0.26816143933683623 0.11055596917867561 0.24225034471601237 0.41819198708981276 0.5986432062927588 0.68100984953343868 0.9827258391305812 2.1559741753153507 2.8877223903546105 0.56477843225002278 2.9489248584723113 0.43747603660449275 0.1088166832923888 0.8817222169600426 0.48895756341516972 0.50466973241418589 0.66907215572427947 0.83598689967765949 0.4403778128325897 1.1715273726731537 1.2711626635864326 2.5469478503801035
leaf_count=162 240 108 3 264 15 40 33 104 9 1 12 31 38 49 26 143 983 18 579 15 1 20 12 14 32 27 13 20 33 76
internal_value=0 0.000254983 -0.000367431 -0.000235782 0.000101227 -0.000155729 -9.06049e-05 -0.000237251 -0.000561025 -0.000652689 -0.00105335 -0.000106566 0.000165365 0.000220053 0.000321002 0.000436665 -0.0009851 0.000929099 -0.00124171 -0.000662439 -0.00111174 0.000207594 0.000454907 0.000964816 0.000232465 0.000348502 -9.38359e-05 0.000423136 0.000468641 0.000625732
internal_weight=0 14.4739 18.0339 14.8655 11.7857 13.7233 13.012 10.1226 5.99218 5.72402 3.30173 2.42228 11.2838 10.8963 9.77783 8.79511 3.16841 2.68814 3.05948 1.11849 2.99654 6.13446 1.34753 2.66064 4.13038 5.25274 0.85857 2.88946 4.6541 3.81811
internal_count=3121 822 2299 1312 564 1048 886 833 697 688 592 96 456 441 377 351 987 258 580 64 984 194 56 157 136 174 44 53 136 109
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 3 4 12 12 15 151 52 39 47 50 49 4 2 42 43 4 52 42 15 124 160 16 13 2 4 48 457 4
split_gain=0.862829 0.576895 0.640496 0.553088 0.474185 0.45969 0.483287 0.451004 0.405953 0.369546 0.529252 0.605655 0.452425 0.416392 0.347092 0.334491 0.40955 0.326716 0.493162 0.320894 0.312098 0.309188 0.29652 0.299578 0.271577 0.273114 0.255106 0.249036 0.248882 0.237339
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 0.40124500000000002 -0.064509999999999984 0.084100000000000022 -0.0063699999999999989 -0.40381499999999992 -0.43320999999999993 0.15619500000000003 0.13148500000000005 0.11392500000000001 0.092185000000000017 -0.17966999999999997 0.11448000000000001 0.092620000000000022 -0.52440999999999993 -0.49405499999999997 0.10347000000000002 -0.11051499999999999 0.084050000000000014 -0.51664499999999991 -0.079009999999999983 -0.5315899999999999 0.11596500000000001 0.10097500000000002 -0.0096849999999999974 0.11926500000000002 0.082380000000000009 -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 2 3 5 21 6 -1 -6 -9 10 11 12 13 -10 19 17 -17 18 -3 -15 -8 -2 -21 -24 25 -19 -25 -16 -4 -27
right_child=4 15 28 -5 7 -7 20 8 9 -11 -12 -13 -14 14 27 16 -18 24 -20 22 -22 -23 23 26 -26 29 -28 -29 -30 -31
leaf_value=-0.0011669482032889691 -0.0015588410895889439 -0.001655463284470676 -0.00036118948058943298 0.0016754458403655545 -0.0015319929001702717 -0.0015430028537311989 0.00060173136228950622 -0.0016146120065723044 -0.0014520185198817223 0.0017338336646782729 -0.00095873956561544219 -0.0015127238349343546 0.001680359389334096 -0.0012903231571924226 0.0014992280847069895 0.0011164012644247281 -0.0016629998295110884 0.00061028880971986956 0.00072766201847248733 -0.00075040054341586181 -0.0016102191681835662 0.0010306251537624627 -0.00032311280141445896 -0.00043338622648516983 0.0012962908964271956 0.00051614883558359734 0.0009199568766490127 -0.00020651337501145198 0.00097890341558289399 -0.0012683823956454426
leaf_weight=1.5559052291791888 0.125415752641857 0.51339939201716367 0.7712077008327467 0.19851593114435662 0.43410729104652901 2.5035869817947969 0.92697708669584222 0.3266029620426697 0.34162808302789471 0.3875616028672092 1.0023924801498649 0.45337461866438378 0.64132546889595676 0.35818234807811311 0.97386341833043821 0.18175696581602097 0.54126365098636586 1.4391660473775143 0.39381942921318114 0.608688956475813 0.19882876094197854 2.0988478765939353 0.94963635550811432 0.42031842551659382 0.7703406549990176 0.31775431707501478 2.3910693655489186 0.28365987353026867 0.66015563905239105 0.48056189366616231
leaf_count=201 4 58 33 5 20 1539 52 117 15 25 40 66 26 11 112 3 74 38 11 44 85 278 37 54 18 8 88 6 15 38
internal_value=0 -0.000399012 -0.000695622 -0.000948856 0.000218295 -0.00104933 -0.000588441 6.34675e-05 0.000139258 0.000204265 0.000133896 0.000281469 0.000398202 0.000268239 0.000366426 3.6828e-05 -0.000964298 0.000221714 -0.00062096 0.000167463 0.000211078 0.000884617 0.000286957 0.000454844 0.000475881 0.000193422 0.000717624 0.00111446 0.000256872 -0.000558084
internal_weight=0 11.4532 6.81518 5.38381 11.7967 5.1853 2.68171 9.57241 9.1383 8.8117 8.42414 7.42175 6.96837 6.32705 5.98542 4.63806 0.723021 3.91504 0.907219 4.7279 1.12581 2.22426 4.36971 3.76102 3.00782 2.23748 2.81139 1.25752 1.43136 0.798316
internal_count=3121 2178 1930 1882 943 1877 338 661 641 524 499 459 393 367 352 248 77 171 69 234 137 282 223 179 102 84 142 118 48 46
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 12 42 0 52 52 2 50 374 16 43 15 4 15 148 1429 47 142 52 51 1374 16 1375 49
split_gain=0.710088 0.587059 0.580473 0.52836 0.49781 0.409562 0.642696 0.40892 0.452812 0.424793 0.459445 0.38031 0.379174 0.334431 0.3236 0.30609 0.303458 0.273689 0.259111 0.254153 0.236374 0.258572 0.227195 0.27341 0.206166 0.261019 0.49127 0.320265 0.204149 0.241808
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.090455000000000021 0.084050000000000014 -0.11756999999999999 -0.15275999999999998 0.11434500000000002 0.092120000000000021 0.11875500000000001 1.0000000180025095e-35 -0.081414999999999987 -1.0000000180025095e-35 0.024640000000000006 0.24564500000000003 0.19724500000000003 -0.083019999999999983 -1.0000000180025095e-35 0.10954500000000002 -0.072219999999999993 0.19022000000000003 0.095050000000000009 -0.094929999999999987 -0.071854999999999988 -0.043984999999999989 -0.082254999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 7 8 15 -9 -11 -12 -13 20 -1 -6 -5 24 -3 -8 -4 -22 23 -23 25 26 -18 -27 -28 -30
right_child=2 4 13 16 5 -7 19 9 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 27 28 -29 29 -31
leaf_value=0.00098066313147794583 -0.0016424280946599264 -0.0018485105275923995 -0.00057445719127050768 -0.0015905834299873118 0.00065158153201879299 0.0013062106941672555 -0.0018034888975733169 -0.0019361301523289345 -0.0018223798381497376 -0.0018405271858844814 0.0011389134786670837 0.00079053488192733061 -0.0019452306100828055 -0.0011600159740344604 -0.00083045142466434227 -0.00099645502961789368 -0.0019391578335521212 -0.0011247790812325248 0.00012131091904613049 0.0011384659062811627 -0.00089301877198998028 -0.00071205387830779242 6.7146660412831935e-05 0.0016373213833771041 -0.001091278664422718 0.0019155476509523171 0.0013400475682078781 -2.1742529446914251e-05 -0.0014076690801079314 0.00016769127674311714
leaf_weight=2.3435245681321253 0.35142282815650139 1.3187135099433396 0.30304175755009177 0.49224486737512041 0.7436011444660835 0.4381115708965807 1.3212981266551649 0.27047398942522738 0.86789909057551984 0.26062942814314816 1.7631751519511452 0.36365794378798444 0.3088464395259507 0.26575008034706105 0.37762404594104726 0.74245626275659959 0.41890900209546122 0.76939580577891309 0.26424798974767316 0.10445433855056752 0.1994099861476587 0.1761150117963578 0.45446341566275794 2.2430923856445544 0.49146790732629586 0.54226470668800175 0.41320734401233572 0.58454774436540879 0.36446420918218869 2.7056013772962659
leaf_count=172 15 704 14 44 49 23 489 16 576 83 60 26 26 14 20 145 11 51 17 4 3 7 21 266 33 30 10 19 18 155
internal_value=0 -0.00025915 0.000586021 5.3455e-05 -0.000597985 -0.00039491 -0.000505379 -0.000215291 -0.000780367 0.000233061 0.000450659 0.000695827 -0.000465861 0.000801055 0.000729328 -0.000171802 -0.000217722 -0.000110282 -0.00151968 -0.00158795 0.00095542 0.00110628 0.00124502 0.00146629 3.11103e-05 0.000140798 -8.14807e-05 0.000910555 0.000141929 -1.93283e-05
internal_weight=0 18.2708 3.9933 9.50325 8.76756 7.1846 6.74649 5.32074 2.35396 2.96678 2.69631 2.43568 0.672504 3.64187 2.72115 1.48606 6.7821 6.28986 1.58296 1.42575 3.37612 3.07308 2.87367 2.41921 5.52046 5.02899 3.90218 1.12681 3.48327 3.07007
internal_count=3121 2781 340 563 2218 1497 1474 981 770 211 195 112 52 325 192 194 371 327 721 493 311 297 294 273 276 243 194 49 183 173
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 0 16 12 15 457 47 4 48 50 2 128 147 160 150 16 47 16 48 12 0 151 0 4 16 43 160
split_gain=0.228526 0.268768 0.226881 0.282888 0.275352 0.226563 0.210815 0.214289 0.213712 0.188906 0.25086 0.210632 0.240281 0.273642 0.309815 0.189237 0.19171 0.163753 0.200241 0.157468 0.169388 0.152563 0.151549 0.161447 0.149474 0.12732 0.121003 0.417794 0.109212 0.10381
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.060129999999999996 -0.51370499999999997 0.084100000000000022 -0.0063699999999999989 0.083995000000000014 0.086785000000000015 -0.17966999999999997 0.12879500000000002 0.11644500000000001 0.11510000000000002 0.086435000000000012 0.10271500000000001 -0.080409999999999995 -1.0000000180025095e-35 -0.5335399999999999 0.11312500000000002 -0.061854999999999993 -0.09386499999999999 0.099100000000000008 0.16094000000000003 -0.085604999999999987 -0.055064999999999996 -0.49405499999999997 0.25084500000000004 -0.25681499999999996 -0.083899999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 24 -8 10 -2 12 13 14 15 16 29 -11 -19 -20 -21 -18 26 -24 -7 -22 27 -6 -23 -12
right_child=9 2 3 4 22 6 8 -9 -10 17 11 -13 -14 -15 -16 -17 21 18 19 20 25 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035358250676915523 -0.0025205161342855545 -0.0036948327379739319 0.0021712810612751344 0.002043129220405138 -0.0035865629227659198 0.00061965753655847714 -0.0035300638277701545 0.00066433334762675922 0.00058077109157393821 -0.0029262579131154511 0.00091353552365024148 -0.0013338546695016149 -0.0023869409672427492 0.0033844554642943284 -0.003619309090423772 -0.0011441843982307402 -0.0017523399118056981 0.0032342458150896149 -0.0015728804869815313 0.0018978129220784958 -0.0032567365586283282 -0.0010584904754787638 -0.003610216199790529 0.00064211123748042053 -0.0035263661938559417 0.000297209495993601 0.0010965312994476767 0.0024785456454591141 0.0028740875736281957 -0.0027829657797329667
leaf_weight=0.34997606452088792 0.25463125942042086 0.24240768552408543 0.53290455299429584 0.21882797867874604 0.29854080689256135 0.14838619009242393 0.87258156803727593 0.656802618672373 0.18689257570076734 0.27782774390652809 0.26423279556911439 0.40089666703715909 0.1981164265598635 0.76944171340437595 0.16499293959350314 0.3213966148905455 0.10438782337587493 0.2010939412284648 0.82430865918286111 0.51450202555861357 0.18372005247511003 0.091931471426507261 0.23118312135920849 0.20506541355280206 0.36910209778579883 0.36934892580029466 1.7015296304598455 0.25744378304807469 1.3213822781108284 0.14225068772793936
leaf_count=397 103 38 29 30 31 29 1217 102 37 22 51 19 41 203 24 13 9 16 90 44 44 7 68 8 92 17 79 21 235 5
internal_value=0 -0.000565048 -0.000389472 -0.000248389 -0.000498946 -0.00134467 -0.00167656 -0.000658529 -0.00280491 0.000371863 0.000831219 0.00105706 0.0013408 0.00157304 0.000994844 0.00133387 0.00174778 -0.000409681 -7.5623e-05 -0.00042744 0.000456995 0.00231767 0.000271065 -0.00161134 -0.00233752 -0.000883351 0.000634827 -0.000778168 0.00261829 -0.000380071
internal_weight=0 6.27164 5.92167 5.67926 5.14636 2.45259 2.23377 1.17429 1.05947 6.40446 4.03366 3.77903 3.37813 3.18002 2.41057 2.24558 1.92419 2.3708 2.09297 1.89188 1.06757 1.5177 2.69376 0.436249 0.517488 0.553069 2.25751 0.555985 1.41331 0.406483
internal_count=3121 2178 1781 1743 1714 1507 1477 223 1254 943 710 607 588 547 344 320 307 233 211 195 105 251 207 76 121 61 131 52 242 56
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 0 12 3 3 39 16 48 2 124 16 0 12 4 16 14 151 3 0 3 0 159 15 4 2 151 9 8 13 13
split_gain=1.80106 1.02027 0.85883 0.842042 0.821311 0.618242 0.771804 0.675644 0.937672 0.582439 0.514061 0.483598 0.478164 0.542645 0.82168 0.449728 0.547344 0.566612 0.445397 0.428613 0.393063 0.369677 0.361103 0.342897 0.324141 0.483611 0.256476 0.26176 0.253431 0.848968
threshold=0.089770000000000016 -0.060129999999999996 -0.064509999999999984 0.013900000000000001 0.16158000000000003 0.15619500000000003 0.064860000000000015 0.12649500000000002 0.090425000000000019 -0.087894999999999987 0.67964000000000013 1.0000000180025095e-35 0.099100000000000008 -0.49405499999999997 0.25084500000000004 -0.10708499999999999 -0.0083949999999999979 -0.03694999999999999 -0.10607499999999999 -0.20241999999999996 0.16094000000000003 -0.47522499999999995 -0.083359999999999976 0.04735000000000001 0.082275000000000015 -0.0038099999999999996 -1.0000000180025095e-35 0.087195000000000009 -0.084034999999999985 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 19 5 6 7 8 11 -2 -8 18 13 14 -3 -10 17 -17 -4 -1 -14 -20 -19 -9 -5 -26 -23 -28 29 -21
right_child=2 12 4 24 -6 -7 10 23 15 -11 -12 -13 20 -15 -16 16 -18 22 21 28 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00080768263790373059 -0.00030126517441863968 -0.0014371454271727934 -3.8728741688651452e-06 0.00077121208321862076 0.0010201916531034675 0.001491297138876649 -0.001055577643148794 -0.00015341187452495644 -0.00023243103060424184 0.0010494266732316527 0.0010676217414558539 0.00051283227075751934 -0.0014471917429351108 0.00040357143488195513 0.00077327955143058791 0.0013278449051366342 0.0012088056165697287 -0.0010079971291792273 0.001013633898868122 -0.0010717371853806326 0.0001900174653607455 0.00037288350735890973 0.00040599778096545009 -0.0014380341099459518 0.00024051756349071531 -0.0010337736464921313 -0.0014190795795021565 0.00046649607141775881 -0.0013755193420718203 0.0016895483999078713
leaf_weight=0.21720773028209528 0.75439782743342254 0.8373485743068152 1.7884362475015225 0.55547473439946804 1.3889769387897093 0.45284961257129985 2.105718533159235 0.73849033354781457 1.0994404191151259 2.7779668001458075 0.23562536854296912 1.1132914377376435 0.7330828139092771 3.6418956262059505 0.49861070956103504 0.59324327390640985 2.2268841019831602 0.64435923099517811 0.16805123072117689 1.9920998224988582 0.43374061561189592 0.19922778196632895 0.70050100143998784 0.80927651887759566 1.1124157570302491 1.1014594249427314 1.6113988683791798 0.14951074868440617 3.4391557901399246 0.23089794418774268
leaf_count=7 40 42 33 11 87 23 202 13 38 251 10 26 80 79 26 22 70 16 6 561 8 3 24 29 25 41 256 5 1079 8
internal_value=0 -0.000477873 0.00015251 -0.000779631 1.83919e-05 -7.66783e-05 -0.000126741 1.4657e-05 0.000140915 0.000760963 -0.000841906 -0.000279989 -5.31442e-05 0.000130968 -0.000612164 0.00054307 0.00074778 0.000218061 -0.000505346 -0.00107156 -0.000838596 -0.000926763 -0.000271486 -0.000825099 -0.000159863 -0.000393475 -0.00109312 -0.00125898 -0.00114365 -0.000784928
internal_weight=0 14.7934 19.5576 8.64871 16.0253 14.6363 14.1835 11.8421 10.2943 3.53236 2.34134 5.02992 6.14468 4.97785 1.33596 5.26443 4.16499 1.9381 3.91662 5.87936 1.16682 2.12819 1.34486 1.54777 2.76935 2.21388 1.96014 1.76091 5.66215 2.223
internal_count=3121 1967 1154 1732 863 776 753 541 499 291 212 329 235 147 68 170 132 62 303 1655 88 270 40 42 77 66 264 261 1648 569
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=1 12 3 38 47 130 4 50 42 447 43 3 124 42 48 160 52 2 2 376 474 14 150 16 2 457 12 16 12 3
split_gain=1.05129 0.805639 0.544104 0.536347 0.433032 0.445193 0.472826 0.401421 0.40141 0.415148 0.442143 0.528603 0.508089 0.47726 0.391803 0.455202 0.304302 0.293929 0.389073 0.262566 0.240102 0.232311 0.256149 0.216498 0.284311 0.206875 0.197922 0.35755 0.304089 0.19556
threshold=0.098700000000000024 -0.064509999999999984 0.31299000000000005 0.10657000000000001 0.086785000000000015 -1.0000000180025095e-35 -0.013125 0.07826000000000001 -1.0000000180025095e-35 0.084700000000000011 -0.20207499999999998 -0.52915999999999996 -0.084854999999999986 0.085505000000000012 0.12879500000000002 0.032695000000000009 0.11434500000000002 0.089885000000000007 0.084715000000000013 0.091135000000000008 0.086870000000000017 -0.46885499999999997 0.12187000000000002 -0.16075999999999999 -0.0091949999999999983 -0.079829999999999984 0.082480000000000012 -0.069894999999999985 0.095780000000000018 -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=7 3 4 25 5 -3 -7 8 19 10 -10 -12 -13 16 15 21 17 18 23 20 -1 -8 -23 -14 -25 -2 27 -19 -28 -6
right_child=1 2 -4 -5 29 6 14 -9 9 -11 11 12 13 -15 -16 -17 -18 26 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0015836970377277634 -0.00025553042867766201 0.0014407382625893038 0.0016528721787888922 -0.00066584047215186872 5.8786191946993586e-06 -0.0011524753331318104 -0.0011439545514184113 -0.0015776410852725302 0.00038560594240876194 0.0010444131489738347 0.0015400598757936226 0.001145398617423844 -0.0017402120033438843 -0.0015101479014273437 -0.0012083813691545846 0.0016635984229263787 -0.0017653560835629032 4.9091527381477683e-05 -0.0014990648067276173 0.00049847672633605595 0.00062878678520177133 0.00047472633848342718 -0.00081283973008855427 -0.0014959777069517065 0.00027872584116572812 0.0016576106395451695 0.00076925460401488079 -0.0014458485855068271 -0.00057908531262215312 -0.0010370208421413615
leaf_weight=2.3240580318961328 0.17564610554836679 0.43524863023776195 0.34624832868576128 0.4604554590769111 0.57102416153065894 1.2648299034917703 0.42702598543837567 1.7035784648032848 0.98108675982803184 0.39355783350765783 0.26044137449934979 0.34027768042869411 0.26167169539257873 2.4884779314743355 0.60381044819951046 0.50071570882573713 0.63573120301589359 0.91912421211600304 1.6356519170803947 0.19861779082566489 0.13938421965576697 1.7566532870987477 0.54203937528654922 0.31152009079232801 1.0844966783188303 1.1036114484886628 0.94288938259705879 0.80419732537120603 0.85507582128047943 3.0930299544706941
leaf_count=593 12 45 60 18 19 133 15 483 39 30 8 21 11 691 8 17 31 16 173 6 20 105 21 28 67 228 30 30 22 141
internal_value=0 -0.000175207 -0.000362061 0.000849499 -0.00043794 -0.000148709 -0.000284488 -0.000825572 -0.000737675 -0.000609239 -0.000665729 -0.000763594 -0.000821962 -0.000889318 2.13999e-06 0.000228683 -0.000681957 -0.000580887 -0.000932507 -0.0013125 -0.00145851 -3.49118e-05 0.000171114 -0.00037348 -0.000117298 0.00139493 -0.000252029 -0.00064853 0.000128011 -0.00087449
internal_weight=0 11.2803 9.54063 1.73971 9.19438 5.53032 5.09507 16.2798 14.5763 11.9142 11.5206 10.5396 10.2791 9.93884 3.83024 3.22643 7.45036 6.81463 3.29334 2.66206 2.46344 2.72572 2.29869 1.65769 1.39602 1.27926 3.52129 1.72332 1.79797 3.66405
internal_count=3121 822 564 258 504 344 299 2299 1816 1197 1167 1128 1120 1099 166 158 408 377 279 619 613 141 126 106 95 240 98 46 52 160
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=31 4 151 403 158 480 1374 52 47 133 1 16 52 3 43 52 2 13 12 50 34 452 124 48 15 15 15 15 42 47
split_gain=0.227757 0.23082 0.251315 0.230807 0.207072 0.200366 0.191203 0.194021 0.213449 0.189149 0.199787 0.232606 0.287054 0.194504 0.263328 0.195102 0.178406 0.273451 0.167815 0.153596 0.157685 0.151818 0.137702 0.128237 0.151463 0.161675 0.237607 0.124946 0.123745 0.115477
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.27559499999999998 -0.092474999999999988 0.085900000000000018 0.084710000000000021 0.093235000000000012 -0.24164999999999998 0.11635500000000001 -0.25159999999999993 0.10060500000000001 0.0039400000000000008 0.098380000000000009 0.090900000000000009 0.0034250000000000005 0.0046550000000000003 0.097220000000000015 -0.017449999999999997 0.084100000000000022 0.11875500000000001 -0.112215 0.085195000000000007 -0.077709999999999987 -0.09386499999999999 -0.11713499999999999 -0.074054999999999996 -0.016799999999999995 -0.03241999999999999 0.082250000000000004 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 6 7 8 22 -9 11 12 13 14 15 -11 17 27 -17 20 -4 -6 -5 -12 -25 -26 -27 -13 -16 -22
right_child=1 2 19 4 21 -7 -8 9 -10 10 23 16 -14 -15 28 18 -18 -19 -20 -21 29 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0036924225894676825 -0.0036156904884062798 -0.0032130356669871694 -0.0013028322063089524 0.0035139459065921079 -0.0029697402324676278 -0.003621613658870048 -0.0033374235575925489 -0.0036458912272430547 0.00047977777954102469 -0.0022529169534541331 -0.0037160457242873431 0.00147961123546388 -0.0034035653612097955 0.0012323064188937561 0.0023495565318254297 0.0016754820098078564 0.0019443553771860266 0.0013435600533760357 -0.0036090133048963077 -0.0021241179605972463 0.0022429431458762129 0.0035928289480636603 -0.0035227386848890804 -0.00061467193686064105 0.0030634459033256054 -0.0012547503528128373 0.0020634556195306894 -0.0033755160083862382 -0.001754477119390664 -0.0014383859157281009
leaf_weight=0.19939554398297232 0.2831255359342294 0.17725107260048423 0.21820179745554957 0.038809252233477309 0.53131457218842193 0.21574815003259651 0.2322332708572511 0.16666792720206292 0.38249308420927264 1.2755446736700897 0.070084912702441549 0.085885008156765363 0.44830585613090068 0.78088790085166682 0.40165064579923626 0.35100923439313181 0.96189659315859888 0.60976303440111235 0.10016392142279074 0.15924385236576188 1.4558560108416716 0.050016077817417681 0.50972459709736995 0.46616777544841226 0.69317103951470982 0.43367671314626965 0.78891338012181078 0.3442365754453931 0.1248990034655435 0.11957231583073724
leaf_count=86 357 15 8 4 241 182 33 142 33 433 3 13 207 28 43 38 65 53 191 14 254 5 297 31 90 26 71 68 79 11
internal_value=0 -0.000186871 0.000892607 -0.000409115 -0.000318899 -0.000190995 -0.000111118 -2.81807e-05 -0.00158507 0.000150706 0.000230437 -0.000151604 -0.000713879 -0.00031647 -0.00085321 -0.00153301 0.000826575 -0.000207375 0.000502283 0.00126525 0.00156617 -0.00240511 -0.00302489 0.00108492 0.00122618 0.00167413 0.000886423 -0.00240606 0.00137607 0.00196354
internal_weight=0 12.4765 2.13013 10.3464 10.0633 9.48193 9.26618 9.03395 0.931027 8.10292 7.93626 5.48424 3.48246 3.03416 2.25327 1.72672 2.00178 1.03988 0.451173 1.95287 1.79363 0.581331 0.548534 2.45201 2.38193 1.91576 1.22259 0.430122 0.52655 1.57543
internal_count=3121 3035 302 2733 2376 2130 1948 1915 334 1581 1439 1218 1019 812 784 662 199 134 229 287 273 246 301 221 218 187 97 81 122 265
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=1 12 4 3 3 39 16 48 50 2 128 457 3 1 16 4 52 12 15 43 46 3 160 457 1 15 12 151 12 51
split_gain=1.44236 0.850546 0.757651 0.668377 0.659291 0.718992 0.660357 0.599224 0.834235 0.820261 0.481439 0.45983 0.452329 0.556402 0.619688 0.435981 0.722815 0.411883 0.66982 0.541309 0.396492 0.316493 0.334112 0.307741 0.301163 0.381229 0.297887 0.417372 0.296761 0.276011
threshold=0.091615000000000016 -0.064509999999999984 -0.15764999999999998 0.090900000000000009 0.31299000000000005 0.15619500000000003 0.064860000000000015 0.12649500000000002 0.11392500000000001 0.11548000000000001 0.089035000000000017 0.091015000000000013 -0.097604999999999983 0.083135000000000014 0.0057500000000000008 -0.49405499999999997 0.10347000000000002 0.084100000000000022 -1.0000000180025095e-35 -0.04890499999999999 0.089105000000000018 -0.10519499999999998 -0.030779999999999998 -0.079829999999999984 0.10089500000000001 -0.10091499999999999 0.10345000000000001 -1.0000000180025095e-35 0.080890000000000017 0.123935
decision_type=2 2 2 2 2 2 2 2 2 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 15 12 5 6 7 8 9 11 20 21 13 14 -4 16 -1 18 -14 -20 23 -3 -23 -2 25 -24 27 -8 -17 -9
right_child=1 4 3 -5 -6 -7 26 29 -10 -11 -12 -13 17 -15 -16 28 -18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018728138571562599 -0.00017238020812640462 0.00045270768410592089 -0.0019402856245740818 0.00010810986216530783 0.0018230045552932029 0.0019526076700671217 0.00084495539182679572 -0.0018846610445071841 -0.0018389534262132903 0.0016297269228024908 -0.0015202336170748983 0.001222255610577531 -0.001561279429539598 0.0010988644308019741 0.00026936244876279964 0.0012423981026606318 0.00055282953518930619 -0.0017995409298897983 0.0017845794174210412 -0.00077584882632771805 -0.00083582985042703897 -0.0013832926396659562 0.00045944556449290913 0.0016621304901609164 0.00033826553716786198 -0.001857795785770934 -3.1099394215915799e-05 -0.0018513767406135942 1.2236545565456351e-05 -0.00028946163613381796
leaf_weight=0.80479130637831964 0.33572471328079823 2.0726703437976504 0.88967917161062382 1.8995799056719977 0.61085930932313282 0.53378153266385275 0.21371585573069785 0.67904092813841888 0.5989562531467526 1.3474812847562132 0.22056899219751347 0.98866048036143173 1.6626621992327275 0.59281919652130444 0.75327201839536428 1.0583986467681854 0.77507652982603759 3.0040489233797416 0.43910136143676937 0.67072246316820183 0.27246640995144833 0.88505325361620402 0.38278025784529435 2.3581802097614881 1.7079758541658518 0.56495600997005091 0.64025725692044932 1.3499362781876687 1.5580258704721925 0.71636712644249201
leaf_count=60 15 57 122 47 64 25 14 25 71 81 9 31 185 35 37 21 18 1405 13 81 9 66 15 256 42 68 33 153 45 18
internal_value=0 0.000203277 -0.000577666 -0.000847981 3.85252e-06 -8.37739e-05 -0.000173253 2.35235e-05 0.000201326 0.000355049 0.00103506 9.48888e-05 -0.00107465 -0.000389978 -0.00092719 6.08342e-05 -0.000682803 -0.00133965 -0.000841356 0.000237184 0.00122506 -0.000103667 -0.000429355 0.00143351 -0.000111442 -0.000921887 -0.0010611 -0.00148285 0.000509863 -0.00106573
internal_weight=0 16.4794 14.1082 9.91189 13.2925 12.6816 12.1479 9.94394 8.54853 7.94958 3.18694 6.6021 8.01231 2.23577 1.64295 4.19629 1.57987 5.77653 2.77249 1.10982 2.96637 5.61344 3.54077 2.6939 2.65571 0.947736 2.20391 1.56365 2.61642 1.39541
internal_count=3121 1052 2069 1925 763 699 674 474 431 360 289 279 1878 194 159 144 78 1684 279 94 280 248 191 271 125 83 200 167 66 43
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 50 12 42 484 15 48 151 38 376 133 3 3 484 483 47 4 43 160 12 3 12 474 43 1 43 133 0 14 156
split_gain=0.706967 0.543385 0.49473 0.470231 0.426905 0.41161 0.411371 0.363002 0.346756 0.341476 0.341026 0.402787 0.373887 0.383653 0.339232 0.327347 0.430775 0.319337 0.360868 0.3698 0.473998 0.561081 0.315241 0.298878 0.402691 0.297315 0.274852 0.47771 0.224289 0.216438
threshold=0.098700000000000024 0.07826000000000001 -0.064509999999999984 -1.0000000180025095e-35 -0.0068949999999999992 0.095175000000000023 -0.40315499999999993 -0.50825999999999982 0.10657000000000001 0.091135000000000008 0.10622000000000002 0.10299500000000002 -0.52915999999999996 0.088860000000000008 0.10018500000000001 0.091680000000000011 -0.17966999999999997 0.093175000000000022 0.10210000000000001 0.096475000000000019 -0.10023499999999998 0.084100000000000022 0.086870000000000017 -0.074359999999999996 0.13869000000000004 -0.25681499999999996 0.083950000000000011 -0.11756999999999999 0.077685000000000018 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=1 3 8 9 -5 10 -7 -4 -2 22 11 12 -6 17 15 16 -9 18 19 20 -14 26 -1 -17 -25 -18 27 -22 29 -27
right_child=2 -3 7 4 5 6 -8 14 -10 -11 -12 -13 13 -15 -16 23 25 -19 -20 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0015803452948587628 0.0015093867763253165 -0.0015720170092716559 -0.001746151049573996 -0.0015223008493638317 0.0017412061907274075 0.0019184515169643423 -0.001766975360752583 -0.001448976393236209 -0.00028625463098726732 0.0010025228509671781 -0.0012922860922820537 0.001087349539802754 0.0011055578001031843 -0.0016556950101284276 -0.0016037748722089774 0.00044968247998037432 -0.0013411422356444415 -0.0014318889238616114 -0.0013773965081368576 -0.0015365710930448618 0.00057296158555343233 -0.0014191674911465709 0.0010811532710858606 -0.0012898287092946931 0.0006634651692089199 0.00089504150716336692 0.0013544263281124935 -0.0011965064984259162 -0.00058056943109829852 -0.00064520430967634015
leaf_weight=1.4561359959770914 1.251208996225613 1.028343955927993 0.31338281440548499 0.60371017473516708 0.33473492367192559 0.10128720104694366 0.6391256524948411 0.32474616589024474 0.41290197428315867 0.20133421709761012 0.50783366960240606 1.1223146042320875 1.6151919845724414 0.42761339811841015 0.31657829124014814 0.93101348401978645 0.22261345875449379 0.41408585122553621 0.43324133340502147 0.31934095663018514 1.4659081697463994 0.65970430843299244 0.14090047258650873 1.1393320505740119 0.41590186208486546 3.7761496750172245 0.58963372162543226 0.62961183401058707 0.37809830717742432 0.28311299695633341
leaf_count=593 240 483 16 242 9 1 170 80 18 6 90 26 52 92 32 41 8 33 29 34 35 281 20 68 19 277 48 55 12 11
internal_value=0 -0.000388053 0.000220072 -0.00028365 -0.000137967 -4.77115e-05 -0.00126282 4.67411e-05 0.00106385 -0.00108266 5.78943e-05 0.000143481 -1.0287e-05 -9.97372e-05 0.00011889 0.000191887 0.000443059 8.86068e-06 0.000113295 0.000235625 0.000349724 -1.52596e-05 -0.00134553 -0.000311693 -0.000767477 0.000574912 0.000329661 4.13141e-05 0.000671037 0.000787617
internal_weight=0 12.6901 9.76504 11.6617 9.86334 9.25963 0.740413 8.10093 1.66411 1.79837 8.51921 8.01138 6.88907 6.55433 7.78755 7.47097 4.98472 6.12672 5.71263 5.27939 4.96005 3.34486 1.59704 2.48625 1.55523 4.65997 2.68515 2.09552 4.43736 4.05926
internal_count=3121 2299 822 1816 1197 955 171 564 258 619 784 694 668 659 548 516 388 567 534 505 471 419 613 128 87 308 138 90 300 288
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=1456 1213 475 123 1456 1 14 375 151 155 42 132 47 1 47 1 15 151 13 456 160 1374 0 457 133 34 159 4 43 40
split_gain=0.23138 0.227492 0.214452 0.212928 0.263223 0.242127 0.280091 0.226298 0.19706 0.205744 0.222399 0.31815 0.25712 0.315762 0.235341 0.222171 0.201519 0.279303 0.207394 0.201559 0.196119 0.202012 0.260556 0.275985 0.200973 0.242939 0.20443 0.182366 0.177897 0.153608
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.088610000000000008 -1.0000000180025095e-35 0.081465000000000024 0.13148500000000005 0.11323000000000001 0.11518500000000002 1.0000000180025095e-35 0.095175000000000023 0.16421000000000002 -0.53104499999999988 0.085215000000000013 -0.091944999999999985 -0.094929999999999987 -0.23091999999999999 -0.0029299999999999994 0.10622000000000002 -0.0011599999999999998 0.10395500000000001 -0.49405499999999997 -0.15582499999999996 -0.13022999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 8 -5 -3 10 11 14 13 16 -10 -13 18 -18 -12 20 28 -22 -23 -24 25 -25 27 -27 -20 -9
right_child=1 3 -4 7 -6 -7 -8 29 9 -11 12 15 -14 -15 -16 -17 17 -19 19 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0022426985289812746 0.0032969459478525845 -0.002862051249646059 -0.0028929548449189695 -0.0033527857578471145 -0.0032581624793683902 0.001805858904678993 -0.0033753679597073516 -0.0015812340763415509 -0.0029480102612764623 -0.0028526502585855219 -0.0033770153181870749 -0.0032680610888304474 -0.0033586256063880154 0.0021441244146137039 0.0023456293549813274 0.0030547122959695755 -0.0033508646017080886 0.0033067403590515865 0.0020292472216262266 -0.0027984394732506793 -0.0011900450282649143 0.003383063790281414 -0.0026290193574242254 -0.0017878302939436056 -0.0017657690645565063 -0.00049068041611893874 -0.0014892592892860282 0.0018449252380583726 -0.0030130279673641256 0.0021037712895317921
leaf_weight=0.51436220570758351 0.067359361797571182 0.25322760210837536 0.46099702533683462 0.10109851974993933 0.26744588364090383 0.72293632201035585 0.27285885109449814 0.13360964891035099 0.71245258540147183 0.25137530198844693 0.15585664531680965 0.07693686727725435 0.19391090387944121 0.96932409302098665 0.10064267576672137 0.24161908499081619 0.33228186293854367 0.082620017696171999 0.099076454062014818 0.1983311176591086 0.53647432019350816 0.40806428238282944 0.25026637496192972 0.28597827476913629 0.28026427858276282 0.40247475419891188 0.25154365759226482 2.7466380631959337 0.28429914136358281 1.0702158516214684
leaf_count=288 4 56 457 5 256 117 54 13 402 165 6 60 16 109 9 41 128 3 5 63 25 27 54 23 96 20 40 250 87 242
internal_value=0 -2.40334e-05 -0.00210381 7.00329e-05 -8.51071e-05 -1.16385e-06 -0.000140338 0.00130372 -4.34829e-05 3.70707e-05 0.000121448 -0.00121734 0.000324063 0.000422109 -0.00229278 0.00152765 0.000157752 -0.00202513 0.000311277 0.000411364 0.00052617 0.000692253 0.000910578 0.000671333 0.000879548 0.00108065 0.00132187 0.00154642 -0.00170994 0.00169478
internal_weight=0 12.2102 0.528356 11.6818 10.3769 10.1095 9.38652 1.30492 9.11366 8.86043 8.60906 1.13165 7.4774 7.28349 0.813095 0.318556 6.31417 0.414902 5.89927 5.74341 5.54508 5.1617 4.62523 4.21717 3.9669 3.68663 3.40066 3.14911 0.383376 1.20383
internal_count=3121 2833 461 2372 2112 1856 1739 260 1685 1629 1464 512 952 936 411 101 827 131 696 690 627 535 510 483 429 333 310 270 92 255
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=1 3 3 47 4 50 123 11 48 128 14 160 151 474 49 2 1 159 50 15 148 4 42 42 3 15 0 13 52 52
split_gain=1.15978 0.70732 0.701221 0.609128 0.574789 0.505747 0.472316 0.46747 0.452652 0.4665 0.387933 0.365805 0.352055 0.328993 0.316157 0.32923 0.441309 0.314791 0.436006 0.287375 0.241079 0.237936 0.318556 0.429807 0.294513 0.268787 0.254003 0.229848 0.217855 0.506932
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 0.086785000000000015 -0.17966999999999997 0.11644500000000001 1.0000000180025095e-35 0.080455000000000013 0.12879500000000002 0.086435000000000012 0.077685000000000018 -0.40698999999999991 -0.016164999999999995 -0.14697499999999997 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -1.0000000180025095e-35 0.089280000000000012 -0.10653 -0.080634999999999984 -0.080924999999999983 0.081660000000000024 0.084755000000000011 0.086245000000000016 0.091475000000000015 -0.24955499999999997 -0.47860499999999995 -0.081429999999999989 -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 7 6 4 -2 8 21 14 9 10 11 -6 -4 -13 15 16 -1 -5 19 -19 -15 22 24 -24 -3 -25 -23 -14 29 -28
right_child=3 2 12 17 5 -7 -8 -9 -10 -11 -12 13 27 20 -16 -17 -18 18 -20 -21 -22 26 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00093819061184183727 -0.0012819906958497296 -0.0018575911310957424 0.0012710662715716037 -0.001474974329692919 -0.0012011022967090624 -0.0012186375083928468 0.00028283094281791117 -0.0014740889154550157 -0.00059586063044422182 -0.00099982710779755908 -0.00052917086095445696 -0.0010029367356886247 0.00035129191957402283 8.0189398937942384e-06 0.0016178619471532128 0.0013118169695464908 0.0011439508408025707 0.000203404657574622 0.0015479101889117367 -0.00087998845005922942 0.0015399947243252372 0.0019679000085770252 0.0016519792385126842 -0.0018667054439221616 0.0014621275592925302 0.0010807186302860298 -0.001594241562219232 -0.00088887273601217837 -0.001860104024337692 0.0011114020511636565
leaf_weight=1.0580046680988746 0.50556664261966933 0.76078586897347011 0.59301825053989921 0.60214102093596 0.19484767864923913 0.41850139811867837 0.74259418481960882 0.46052613900974382 0.65632657520472992 0.36664047720842052 0.43928801920264948 0.19156268751248706 0.90677229687571581 0.36753000831231464 0.65211235621245567 0.60396540677174915 0.49641755688935507 1.7627275288105013 0.48929054150357831 1.5078586625168102 4.7156041533453372 0.068691626191138222 0.34908799803815782 0.34579797275364399 0.10041206202004105 0.14608493121340871 0.94940633524674922 1.0951565793948244 2.6701923109358225 0.30327854881761529
leaf_count=59 103 343 13 55 16 41 39 51 19 30 16 3 17 20 23 10 31 61 30 87 462 1 16 149 5 21 301 59 1013 27
internal_value=0 -0.000498518 -0.000761426 0.000293949 0.000597076 0.000726321 -0.00108377 0.000227369 0.000843746 0.000994309 0.00111804 0.00125034 3.80942e-05 0.0013409 0.000506169 0.000170293 -0.000273242 -0.000251974 -5.61118e-05 -0.000296079 0.00142923 -0.00126201 -0.000691679 0.000105901 -0.00147053 -0.000991346 -0.00150522 -0.000327141 -0.00156603 -0.000939198
internal_weight=0 12.3023 9.03128 12.2179 7.85587 7.3503 6.43633 3.27103 6.9318 6.27547 5.90883 5.46954 2.59495 5.2747 2.8105 2.15839 1.55442 4.36202 3.75988 3.27059 5.08313 5.69374 1.70217 0.840971 0.861198 0.491883 3.99157 2.00193 3.92288 1.25268
internal_count=3121 2178 2004 943 710 607 1915 174 566 547 517 501 89 485 123 100 90 233 178 148 482 1876 534 186 348 170 1342 76 1341 328
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=4 403 151 9 39 42 376 160 148 4 2 3 133 3 52 52 0 3 2 3 2 1 4 12 4 3 43 3 4 0
split_gain=0.227192 0.228406 0.224142 0.195119 0.196429 0.236822 0.252533 0.187452 0.232909 0.202101 0.288086 0.229414 0.197755 0.183014 0.193271 0.259226 0.210859 0.229137 0.2266 0.194036 0.293539 0.270053 0.303471 0.270729 0.166843 0.147562 0.226157 0.189387 0.235183 0.142456
threshold=0.27834500000000006 -0.092474999999999988 -0.27559499999999998 -0.036024999999999995 0.16946000000000003 -0.11466499999999999 0.088470000000000007 -0.091944999999999985 0.087555000000000008 -0.49405499999999997 0.11093500000000002 -0.52915999999999996 -0.10298999999999998 -0.38012499999999999 -0.088204999999999992 -0.081429999999999989 -0.060129999999999996 -0.10023499999999998 0.10672500000000001 0.090900000000000009 0.11389000000000002 0.099660000000000012 -0.080924999999999983 0.084595000000000017 -0.5956499999999999 0.30112000000000005 -0.074359999999999996 -0.074479999999999977 -0.14098499999999997 -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=1 -1 -2 -3 5 -5 7 8 24 10 -9 -11 -13 -14 25 -16 19 -18 -19 21 -21 22 23 -17 -7 26 27 28 -15 -24
right_child=2 3 -4 4 -6 6 -8 9 -10 11 -12 12 13 14 15 16 17 18 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030060548209799179 -0.0025905965179767502 0.0030738348644747861 0.0010727840810717108 -0.0024569766374014671 0.0031246631886297275 0.0031465602453100471 0.0024332899072199449 -0.0030952740484922734 0.0030294055903406138 0.0031163724514578846 0.0018727550832954251 -0.0024290605419414199 -0.0029899013168591731 0.0029881623343097838 0.0021360741108201946 0.0029620235573584283 0.0024512614950307496 0.0015641806093100179 -0.0019428462136622539 0.0016361182772413356 -0.0010781880827147763 0.00066846296509072694 0.0031265139161467202 -0.00300249334601698 -0.0027669406543193269 0.003019744001327786 -0.0023891111808385683 0.0019809632939991693 -0.0023064753387044661 -0.0025990393587349268
leaf_weight=0.26949964695085959 0.1621890657115731 0.15941330703207768 1.9533079561078928 0.44312038873612891 0.15086884266929779 0.046018466353416443 0.31172220868757072 0.43351545659242408 0.081093706656247377 0.19984053471124941 0.13796572180581279 0.32225786661728584 0.18256345111876005 0.095622194698080309 0.61700713427853138 0.20555510121629739 0.60676901950500906 0.34905781084677279 0.3136248587834416 0.87483167357277103 0.60382416081847623 0.67071757634403173 0.040469758212558715 0.10214042638835963 0.60786891698079948 0.080870220263022818 0.67345507313438524 0.27458358922740445 0.35262597753899172 1.0474883212009523
leaf_count=357 15 47 325 149 15 1 26 110 4 8 17 277 3 6 69 9 19 14 50 44 41 61 1 192 350 15 130 23 214 529
internal_value=0 -0.000285853 0.000791923 -0.000212433 -0.000265751 -0.000318622 -0.000215979 -0.000308564 -0.00175715 -0.000178483 -0.0018959 -4.95679e-05 -0.00013491 -3.06533e-05 4.75459e-05 0.000308733 7.4547e-05 0.00112176 -9.55743e-05 -0.000300452 0.000527704 -0.000893064 -0.0016435 0.000982085 -0.00235077 -0.000912835 -0.0011406 2.26215e-05 -0.001177 -0.00238606
internal_weight=0 10.2544 2.1155 9.98489 9.82548 9.67461 9.23149 8.91977 0.734981 8.18479 0.571481 7.6133 7.41346 7.09121 6.90864 5.43149 4.81448 1.26945 0.662683 3.54503 1.47866 2.06637 1.39565 0.307696 0.653887 1.47716 1.39629 0.722832 0.448248 1.08796
internal_count=3121 2781 340 2424 2377 2362 2213 2187 355 1832 127 1705 1697 1420 1417 1029 960 83 64 877 85 792 731 201 351 388 373 243 220 530
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 39 128 47 4 50 151 49 3 2 42 46 1 0 12 42 43 13 2 2 43 43 457 4 48 49
split_gain=1.13686 0.703061 0.634159 0.62192 0.6043 0.531449 0.47649 0.466024 0.755671 0.556127 0.60619 0.493332 0.571096 0.962774 0.529113 0.344058 0.340379 0.518884 0.32775 0.324321 0.505473 0.353648 0.276252 0.509998 0.250523 0.276522 0.242789 0.233208 0.231606 0.494613
threshold=0.091615000000000016 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.013900000000000001 0.15619500000000003 0.09258000000000001 0.13148500000000005 -0.033174999999999989 0.10954500000000002 -0.40381499999999992 0.10595500000000001 0.11924500000000002 0.090790000000000023 0.097020000000000009 0.089105000000000018 0.083135000000000014 -0.098289999999999975 -1.0000000180025095e-35 0.092620000000000022 -0.52440999999999993 0.11596500000000001 0.084055000000000005 0.083995000000000014 -0.084794999999999995 0.070450000000000013 -0.079829999999999984 0.0061450000000000003 -0.032929999999999994 -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 6 4 5 16 7 15 8 18 10 -10 12 13 14 28 26 22 -18 -3 21 -21 24 23 -1 -4 -26 -2 -6 -12 -30
right_child=1 3 19 -5 27 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0016999074468149072 -2.6379633345935487e-05 0.0020342337008362656 0.00069749326365929891 0.0014649083845110135 -0.00069334195799197556 0.0020492903220767334 -0.0017107701440177126 -0.0013615946409586148 -0.0019807021536611511 -0.0016799339778084878 0.00062315798220124964 0.0020230705193005059 -0.0011687895703844768 0.0014883358023843034 0.0016583230010223792 -0.00083711454577335329 0.0008356199536473357 -0.0016963366285632708 -0.0016379131856396362 0.0015726227404542243 -0.0019915155375215591 0.0011184665508672522 -0.001915990394889013 0.0019589046621143603 -0.001460117339181952 -2.3459801513167215e-05 0.0017766550592331865 0.00047788010085376672 -0.0021356747983313322 -0.0001730663946611015
leaf_weight=0.4287470695562664 0.31315455446019891 0.094741122797131427 0.87557157850824285 0.97965244669467288 1.4367351119872185 0.39479621709324497 0.20528925675898779 1.1191416918300081 0.40033114748075238 0.55355627858079959 0.57591277384198925 0.63859264273196448 0.86640362907201041 2.1528343642130494 0.50403219275176514 0.24583118315786112 0.56943186896387488 0.60494771052617557 1.2535537148942193 0.18835161626338959 0.61526450340170402 1.0513667855411766 2.7739354104269296 0.2036403811071068 0.7332714189542483 1.4370926526607943 1.9942708481103171 1.0786791276186702 0.64833595603704219 1.6489416875410912
leaf_count=142 15 2 37 87 53 23 8 42 15 51 15 17 19 109 15 9 27 241 261 3 74 23 1321 10 66 36 257 36 20 87
internal_value=0 0.000214059 -0.000577029 1.22655e-05 -0.000940766 -0.00011888 0.00107951 -0.000200743 -6.16055e-05 0.00016088 0.000297927 0.000427593 0.000268308 0.00049346 -0.000140731 0.00130386 -0.00135244 -0.000468644 -0.00137988 -5.03692e-05 -0.00115615 0.000166511 -0.00165714 -0.000521703 -0.000162075 -0.000508844 0.00153195 -0.00019109 -0.000456331 -0.000726952
internal_weight=0 14.5894 11.997 11.8308 7.09612 10.8512 2.75855 10.4564 9.33724 7.98894 7.43538 7.03505 6.39646 5.53006 3.37722 2.55326 4.5807 1.17438 1.34829 4.90092 0.803616 4.0973 3.40632 0.632387 3.04594 2.17036 2.30743 2.51541 2.87319 2.29728
internal_count=3121 1052 2069 763 1830 676 289 653 611 348 297 282 265 246 137 281 1741 268 263 239 77 162 1473 152 139 102 272 89 122 107
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=1 158 50 1374 42 12 123 2 42 43 52 1426 159 14 16 15 1 49 456 151 4 160 51 16 1 3 13 16 13 2
split_gain=0.220005 0.239419 0.22621 0.199285 0.214047 0.199614 0.197967 0.197237 0.193833 0.433851 0.168473 0.167114 0.225961 0.188859 0.177334 0.167909 0.161556 0.160988 0.158666 0.167215 0.27951 0.160505 0.179707 0.249657 0.175223 0.167401 0.157059 0.144534 0.221898 0.150221
threshold=0.091615000000000016 0.084765000000000021 0.07826000000000001 -0.094929999999999987 -1.0000000180025095e-35 0.098810000000000023 0.091310000000000016 0.14753000000000002 0.084050000000000014 -0.48582499999999995 0.11277500000000001 -1.0000000180025095e-35 0.076905000000000015 -0.10708499999999999 0.10246000000000001 -0.15026499999999995 1.0000000180025095e-35 -0.086009999999999989 0.086080000000000004 -0.016164999999999995 0.40945500000000007 -0.22361499999999998 0.095050000000000009 -0.072359999999999994 0.10439500000000002 0.12178000000000001 -0.049279999999999997 0.22339500000000004 0.10443000000000001 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=1 2 3 -1 6 8 16 11 17 -10 -7 -2 13 -13 -14 -15 -5 -6 19 20 -17 -21 24 -24 -23 -25 -26 28 29 -19
right_child=7 -3 -4 4 5 10 -8 -9 9 -11 -12 12 14 15 -16 18 -18 27 -20 21 -22 22 23 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0038629804557979708 -0.003991026874066171 -0.0037262807468866018 -0.0036917748241165308 -0.0037242994678987483 -0.0014615401456948753 -0.0038381665628088053 0.0023465642776697841 0.0027992899151227822 0.0029055677854998604 -0.0024190445756628481 0.00053552626230630649 -0.0023374788893021359 0.0030217989118335883 0.0017001396937309477 -0.0024174624495841429 0.002493443125856888 0.0017657498350639226 0.00091115425799733938 -0.0028209733696559665 -0.003728163224184598 -0.0022277592332258789 -0.0024572806855341959 0.0036142570649659845 0.001698614053921849 0.0016947532408721601 -0.0028246893530998263 -0.00092839846685611939 -0.0011337973721178127 -0.0013753624527963553 0.0031593970186599043
leaf_weight=0.20195852426695626 0.12784489011391986 0.32469856823445287 0.27889787792810228 0.48858482866489783 0.30364782613469321 0.28416391959763121 0.11625253525562584 0.40925096822320473 0.2914645271375782 0.70904630431323223 0.20438259246293455 0.42828803064185184 0.57872793893329788 0.84236196326673862 0.094056228059343994 0.7431665440090004 0.084927445132052526 0.67728505512059312 0.27025921913445916 0.1780854840762921 0.21918648289283738 0.56441549114242739 0.35832847288111225 0.22593663408770215 0.47048527904553339 0.21603800961747766 0.89265545699163318 0.26828659011516709 0.26534201437607396 0.98396657058037817
leaf_count=33 37 215 394 522 25 69 6 112 13 552 24 47 147 106 28 106 19 116 35 45 27 173 20 38 46 9 76 32 11 38
internal_value=0 -0.000666292 -0.000473672 -0.000289727 -0.000135442 0.000191438 -0.00202516 0.000328831 0.000498591 -0.000867901 -0.00200844 0.000166019 0.000253401 3.65323e-06 0.00226138 0.000204957 -0.00291132 0.00104579 -9.93722e-05 9.07728e-05 0.00141814 -0.000348807 -0.000128189 0.00133528 -0.000735808 -0.000512385 -2.30229e-05 0.00139266 0.00174448 0.0022428
internal_weight=0 5.48291 5.15821 4.87931 4.67735 3.98759 0.689765 6.61909 3.49904 1.00051 0.488547 6.20984 6.08199 5.40921 0.672784 4.98092 0.573512 2.49853 4.13856 3.8683 0.962353 2.90594 2.72786 0.800303 1.92756 0.441975 1.36314 2.19488 1.92659 1.66125
internal_count=3121 2069 1854 1460 1427 880 547 1052 787 565 93 940 903 728 175 681 541 222 575 540 133 407 362 67 295 47 122 197 165 154
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=1 3 3 12 3 4 47 128 11 51 130 45 3 49 3 2 11 49 49 2 1 0 52 13 43 3 0 3 42 150
split_gain=1.34184 0.771993 0.741537 0.692557 0.670644 0.535094 0.759838 0.5202 0.491634 0.426354 0.42244 0.515448 0.412609 0.389193 0.377772 0.346061 0.487452 0.331433 0.331389 0.317733 0.417753 0.298066 0.316365 0.291333 0.284318 0.386892 0.394229 0.26433 0.369172 0.26129
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.064509999999999984 0.16158000000000003 -0.013125 0.092530000000000015 0.09258000000000001 0.080455000000000013 0.08955500000000001 -0.0060099999999999989 -1.0000000180025095e-35 -0.074084999999999998 0.0065400000000000015 0.12178000000000001 0.090790000000000023 0.087830000000000005 -0.082254999999999981 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -0.18901999999999997 0.26521500000000003 -0.15416999999999995 -0.081374999999999989 0.086245000000000016 -0.026509999999999995 -0.097604999999999983 1.0000000180025095e-35 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 23 7 5 10 14 21 18 13 -5 -12 -8 17 15 29 -17 -4 19 20 -1 -2 -23 -3 -19 -26 -27 28 -25 -7
right_child=3 2 9 4 -6 6 12 -9 -10 -11 11 -13 -14 -15 -16 16 -18 24 -20 -21 -22 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.00067216218036434295 -0.00049189339358654788 0.0015243869374963327 -0.00081112895517741518 0.00090413217011262622 0.0010528126198601872 0.00047283670652365693 7.0512706130816097e-05 -0.0012752079077581312 -0.0011467533174115609 -0.0011592008783392165 0.0014858539193418868 -0.0011594194648627473 -0.00098648602528189112 -0.0011838735751834332 -0.00048549800593021271 0.0011956968079971319 -0.0003628309171577719 0.0010950848270899613 0.0012116137512253222 0.00095170111272815364 0.00078985809507278824 0.0012283413893490116 -0.00059812351185556346 -0.0014484292444120132 -0.00073843319413604224 0.00086156360664749567 -0.0003954612906490427 -0.0012379973685929639 0.00022633404796286436 -0.0005825616311854418
leaf_weight=1.1553660747595134 0.25145240407437164 0.084892846643923714 0.71898861497174937 0.2730688937008382 1.1090334521140892 1.3570687749888732 1.3185352098662408 0.21782687958329905 0.48347101651597757 0.86356671527028073 0.15345983020961296 1.6789602308999736 1.5148549549048764 0.56085589970462013 0.79522136133164156 1.9888792620040479 0.47444048896431912 0.58797123655676875 0.66907042707316566 0.62450109794735897 0.55096405465155829 2.3185193686513226 0.19635335355997074 0.42040366271976271 0.85416267451364847 1.2230859589762988 0.77992651343811292 3.5570299128303313 0.62437688349746168 0.66827163007110346
leaf_count=59 12 1 24 15 85 50 55 8 51 39 4 226 66 56 18 107 21 13 23 10 31 256 6 83 66 29 27 1639 27 14
internal_value=0 -0.000415912 -0.000606461 0.000188304 3.23624e-05 -7.83429e-05 8.26422e-05 0.000780465 0.000146169 -0.000266572 -0.000698987 -0.000937886 -0.000494605 -0.000103429 0.000392181 0.000547673 0.000895521 4.20926e-05 0.000354539 0.000108514 -0.000200084 0.000942334 0.00108574 -0.00101175 0.000220157 4.01073e-05 0.000372107 -0.00105854 -0.000447565 0.000124603
internal_weight=0 13.7586 10.2753 14.3159 11.3318 10.2228 8.11727 2.98415 3.48337 5.58856 2.10549 1.83242 2.83339 4.72499 5.28388 4.48866 2.46332 4.16413 2.9999 2.33083 1.70633 2.76633 2.51487 4.6867 3.44515 2.85718 2.00301 4.60181 1.04478 2.02534
internal_count=3121 2178 2004 943 661 576 331 282 174 254 245 230 121 215 210 192 128 159 123 100 90 274 262 1750 135 122 56 1749 110 64
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=123 1456 130 8 1456 39 457 457 11 15 42 13 52 1 14 47 131 3 13 133 452 13 43 3 49 12 16 42 1374 48
split_gain=0.208469 0.216069 0.212416 0.201537 0.229308 0.192305 0.200781 0.306758 0.190974 0.217613 0.189737 0.184693 0.201023 0.208584 0.24149 0.207865 0.189746 0.181299 0.165968 0.16155 0.156446 0.156344 0.321167 0.231152 0.188391 0.187968 0.167423 0.154481 0.146479 0.194751
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.08573500000000002 -1.0000000180025095e-35 0.16946000000000003 -0.15747999999999998 -0.0029299999999999994 0.089270000000000002 0.084050000000000014 -0.088934999999999986 -0.53104499999999988 -0.38533999999999996 0.13743000000000002 0.076175000000000007 0.11893500000000001 0.10340500000000001 -0.52915999999999996 -0.28558999999999996 -0.080849999999999991 0.085195000000000007 -0.10664 0.084740000000000024 -0.10217499999999997 -0.087004999999999985 0.092355000000000007 0.064860000000000015 0.091295000000000015 -0.094929999999999987 0.095425000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -2 -9 16 14 15 21 17 -13 -11 -12 -1 -14 23 26 -25 28 -23 -20 29 -26
right_child=10 -3 -4 -5 5 -7 7 8 -10 18 19 12 13 -15 -16 -17 -18 -19 27 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0036637226784902986 -0.0018611564875153294 -0.003647382838462377 -0.0031718230175770213 0.0029622059738065669 0.0029929268690064357 0.0037646480227228147 -0.0028990937954906683 -0.0028533594901604081 -0.0026830269458943284 0.0033911798512894324 -0.0020098814531526068 0.0038207103579222879 0.0018745878322425065 0.0034316309257948359 -0.0038619775724648415 -0.0029105156313407473 0.002406814570663184 -0.0036804116545830164 -0.0031691887469452707 0.0024232958637144491 0.003792528957099093 0.0034374123006514086 -0.0025845805666135906 -0.0033950100467897639 -0.0034933310617502396 -0.0033253954759720579 0.00048599711507982507 -2.5464913573281368e-05 0.0010621012828406476 0.0011248544720093034
leaf_weight=0.35777928680180693 0.21130952646490175 0.24556850925728291 0.30788814616971727 0.27316972726839672 0.25948581018019012 0.16798249346902672 0.53874991687188689 0.2415966317639614 0.35373232766869467 0.081360176845919341 0.12250632210634638 0.047731406986713409 1.1301408750878108 0.31618156671174791 0.16951361889368843 0.22196796271600749 0.11469369693077169 0.38178457714092662 0.56480198646022461 0.92926783399889323 0.041333664208650589 0.58683769224443494 0.43866294251347415 0.18326441757380285 0.23782818196922484 0.1670135377353289 0.44497699511703104 0.32382530083123129 2.0930433896137957 0.24317803978919983
leaf_count=255 23 269 377 38 25 23 123 14 72 6 19 1 90 66 16 25 10 160 419 223 1 56 50 34 35 84 22 246 334 5
internal_value=0 -0.000283525 -0.000203236 -0.000111659 -0.000198158 -8.26751e-05 -0.000153381 -0.000245312 -7.39258e-05 4.16071e-05 0.00127655 0.000264259 0.000375403 0.000560078 0.000406619 0.000532527 -0.00173961 -0.00284682 -0.00156941 0.00190694 -0.00289152 0.000670854 0.000361309 0.000687953 0.000166938 0.000405086 0.00216459 -0.00202358 0.000647133 -0.00115856
internal_weight=0 10.5341 10.2885 9.98064 9.70747 9.30835 9.14037 8.88089 8.34214 7.9884 1.26308 7.01842 6.77682 6.23261 5.91643 5.74691 0.54421 0.429516 0.969987 1.05177 0.399113 5.52495 4.39481 3.95614 2.92433 2.74106 1.03181 0.888627 2.57405 0.481006
internal_count=3121 2856 2587 2210 2172 1916 1893 1868 1745 1673 265 1002 988 817 751 735 171 161 671 242 256 710 620 570 492 458 78 665 374 40
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=31 4 403 151 11 1456 1213 480 156 1374 48 2 452 403 3 0 0 16 16 52 15 43 13 159 124 2 1 49 4 0
split_gain=0.19582 0.19761 0.193849 0.188884 0.183209 0.217346 0.180468 0.165918 0.150979 0.148906 0.170397 0.143929 0.141823 0.136976 0.136106 0.193843 0.231482 0.178339 0.175302 0.169959 0.167551 0.172018 0.258149 0.162656 0.143952 0.166308 0.140631 0.166676 0.175418 0.15531
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.092474999999999988 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -0.082704999999999987 0.084710000000000021 0.10499000000000001 0.093235000000000012 0.13723000000000002 -0.18970999999999996 0.085195000000000007 0.096440000000000012 -0.12018999999999998 -0.10607499999999999 -0.084044999999999995 -0.014754999999999999 -0.0083599999999999976 0.11434500000000002 0.091650000000000023 0.25787500000000008 -0.084034999999999985 -0.50206999999999991 -0.043384999999999993 0.089005000000000015 0.086105000000000015 -0.047584999999999995 0.0049200000000000008 -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=-1 2 -2 -3 5 12 -7 8 9 10 13 -6 -4 14 18 17 23 26 -8 20 21 22 -18 -17 -24 -26 -16 28 -28 -29
right_child=1 3 4 -5 11 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 19 -19 -20 -21 -22 -23 24 -25 25 -27 27 29 -30 -31
leaf_value=0.0033905040882103062 -0.0033251722430472238 -0.0028059034674016809 -0.0033414275508864208 0.0010721271311207859 0.0025977998999338423 -0.0033381346343800363 -0.00035446736754590383 -0.0033287015319711771 -0.0029322785425967453 -0.0028400271243729193 0.00284188474112847 -0.0033520127523930989 0.0034475862958718013 -0.0031461960395618117 -0.0016901499251042976 0.0030241766233409921 0.0024704910646964826 0.0021749877736899981 0.0021851498856936438 -0.0023634439601735269 -0.0033840042330909488 -0.0034147171274015076 0.0019509662195666755 -0.0029283704735632576 3.2252850186461653e-05 -0.0032315384036762751 -6.6586803847721137e-05 -0.0021642425239374236 0.0029121684192261088 0.00060839322675833676
leaf_weight=0.17350032582180475 0.23633103446627224 0.1488852481124926 0.33526491248630463 1.8581805017893209 0.05167531908955425 0.18135787667415026 0.49458354263333604 0.16060687173739996 0.17921183619182546 0.1791770521813304 0.2617042971542104 0.32690078558516766 0.037553060799837112 0.13817642445792433 0.37679246062180105 0.05522905001998879 0.61257362685864336 0.61135204642777674 0.75164999836123925 0.32453511757194053 0.13206986110890273 0.11680217130924564 0.26253386863390438 0.57396013423567094 0.63537477186767932 0.23461596132256091 0.39404937042854771 0.35475701419636607 0.4828399857506156 0.59129029762698271
leaf_count=86 355 15 277 299 5 242 38 169 81 30 27 129 1 93 55 8 51 63 44 111 98 35 31 398 162 116 28 10 24 40
internal_value=0 -0.000156389 -0.000364059 0.000784453 -0.000285044 -0.000184358 -7.05968e-05 4.18895e-06 7.31399e-05 0.000144158 0.000216367 -0.00253987 -0.00265759 0.000120176 0.000184606 -3.02123e-05 -0.000623763 0.000592184 0.00117727 -0.000140141 0.00022172 0.000477484 0.000737995 -0.00240587 -0.000199098 -0.000847915 0.000152289 0.000533112 0.0015736 -0.000431314
internal_weight=0 11.1 9.09297 2.00707 8.85664 8.47806 8.10524 7.92389 7.76328 7.58407 7.40489 0.378576 0.372818 7.14319 7.00501 5.75878 2.94769 2.81108 1.24623 2.31851 1.99397 1.8619 1.7451 0.629189 1.13252 0.869991 2.19973 1.82294 0.876889 0.946047
internal_count=3121 3035 2721 314 2366 2232 1954 1712 1543 1462 1432 134 278 1405 1312 1230 1010 220 82 604 493 395 360 406 309 278 157 102 52 50
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 3 3 52 47 146 50 44 15 3 11 42 0 52 52 4 42 42 52 52 474 15 159 49 2 1 0 43 42 52
split_gain=0.987121 0.605637 0.665202 0.540602 0.483546 0.522929 0.513173 0.504656 0.539098 0.468317 0.444229 0.402061 0.380448 0.366066 0.336264 0.308793 0.492909 0.430056 0.307089 0.589217 0.32814 0.278523 0.262892 0.261683 0.277561 0.435434 0.248101 0.241971 0.281039 0.222375
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 -0.43320999999999993 0.093140000000000014 0.12035500000000002 0.11610000000000001 0.083555000000000018 -0.074054999999999996 0.16158000000000003 0.080455000000000013 -0.22961999999999996 -0.062294999999999996 -0.24456499999999998 0.12603000000000003 -0.080924999999999983 0.081660000000000024 0.084755000000000011 0.11434500000000002 0.096795000000000006 0.084660000000000027 0.091475000000000015 -0.020314999999999996 0.0034800000000000005 0.11093500000000002 0.080000000000000016 -0.15202999999999997 -0.073959999999999984 0.090545000000000014 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 15 -2 5 6 7 8 11 12 23 -5 27 -10 -15 16 -3 -18 19 20 29 -19 -16 24 25 -1 -13 28 -6 -4
right_child=3 2 18 4 9 -7 -8 -9 13 -11 -12 26 -14 14 22 -17 17 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00072147013433683505 -0.0014824944871082942 -0.0014964686426832705 -0.0012411485557149119 -0.0010449726158797031 0.00062451437454227919 -0.0015690078559866844 -0.0010050352546757361 -0.0011612356282051648 -0.0012290975716102259 0.0011139865072783966 -0.0011995850674477173 0.00054667344044714372 0.0004181950001516195 0.00063012589592947735 0.00039380420705692118 -0.0013335435933524899 0.0014259486594247949 -0.0015090680714513745 -0.0013768250116531638 0.0013223604609018985 0.00065242358932801115 0.00096617139677278741 -0.0015390901186837238 0.0012740952162905537 0.0010450319662257011 0.00091994370447456863 0.0013909117228554882 -0.0010380930479774093 -0.0010417258513743058 -0.00030383990834574782
leaf_weight=1.0399831309914591 0.40836147544905443 0.60094776103505754 0.6906865906203169 0.18948233500122791 0.51777974981814745 0.27346108853817064 0.46380815713200707 0.34165497520007182 0.32643493125215206 0.51667670626193274 0.44761468761134882 1.0504412493901298 0.91954577807336946 2.6688901315210387 0.3020410182652995 2.6380106176948175 0.37262632569763809 0.30524734914069995 0.46154704457148898 0.54219985334202636 0.64033748453948636 0.14528675226029009 0.30746641289442767 0.56458578800084058 0.55099706724286068 0.52743240725249041 2.6685498278820914 1.5744118375005198 0.38008412905037403 2.6544918869622083
leaf_count=59 119 326 57 3 17 4 42 12 15 25 51 47 32 171 29 1240 16 148 32 10 37 20 14 23 10 31 299 85 29 118
internal_value=0 -0.000400389 -0.000593348 0.000183593 0.000238019 0.000433212 0.00049903 0.00058784 0.000667377 -0.000191083 0.000157504 0.00104592 -0.000389885 0.000256945 0.000404912 -0.00103545 -0.000483264 0.000256425 -0.000233401 -0.000116843 -0.000312636 -0.000710861 -0.000581246 0.000383913 0.000146667 -0.000169137 0.00115245 -0.000690444 -8.08392e-05 -0.000497368
internal_weight=0 12.182 9.05138 12.9091 12.5007 8.59223 8.31877 7.85496 7.51331 3.9085 3.13061 3.90847 3.39182 3.60483 3.2784 4.06212 1.42411 0.82316 4.98926 4.52772 3.98552 0.450534 0.609507 2.683 2.11841 1.56742 3.71899 2.47228 0.897864 3.34518
internal_count=3121 2178 2004 943 824 636 632 590 578 188 174 349 163 229 214 1750 510 184 254 222 212 168 43 123 100 90 346 131 46 175
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=15 39 52 376 2 133 1456 133 160 42 1373 447 1 14 12 2 48 16 16 3 150 484 42 47 1429 159 0 16 42 0
split_gain=0.187623 0.179655 0.195131 0.197799 0.204828 0.201065 0.188938 0.183719 0.171671 0.170849 0.170316 0.167659 0.15437 0.227118 0.156155 0.1611 0.241778 0.167827 0.19313 0.301611 0.205688 0.16497 0.176977 0.212988 0.18055 0.151305 0.210932 0.141617 0.137421 0.154501
threshold=-0.49307999999999996 0.16946000000000003 -0.24456499999999998 0.048375000000000008 0.17025000000000004 0.11269500000000002 1.0000000180025095e-35 -0.25159999999999993 -0.40698999999999991 -0.088934999999999986 0.099250000000000019 0.089095000000000021 0.13707500000000003 0.076175000000000007 0.13597000000000004 0.098260000000000014 0.12879500000000002 -0.45661999999999997 0.26799500000000004 0.090900000000000009 0.088380000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11518500000000002 0.079510000000000011 0.090025000000000008 -0.068189999999999987 0.25084500000000004 0.10077000000000001 0.22582000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 6 7 -4 27 -5 11 12 13 14 15 17 -17 -10 19 20 21 -19 23 24 -23 26 -24 -9 29 -2
right_child=1 -3 3 9 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003480243553221372 -0.0033132508639625692 0.0035763899722942821 -0.0032590655298707582 -0.0018517978382986855 0.0034908852643289515 -0.0033314875556169138 -0.0034686273613457972 -0.0034814891098315175 -0.0026874441044417688 0.0023658430857284082 -0.0035360748047888811 0.0022814361801121738 0.0023784438318184267 -0.0036171828220337159 -0.0035782939266422579 0.0011756605871376094 -0.0017453946621886862 -0.0034831616100943503 -0.0030277572825284111 0.0022492709108666992 -0.0027851294710394638 -0.0035186611472796847 0.00021156527297134755 0.0036591137100808195 0.0024697952647335748 -0.0023907177449151704 0.0028895526172119336 0.0035951313841484814 0.00047841620440740041 0.0036073696488936042
leaf_weight=0.17128287524974517 0.51245447885594053 0.15113336523063559 0.21765386460173708 0.13980362587608397 0.1734095584542964 0.25246740759757891 0.20662374560197427 0.26666493651281875 0.33484806305203996 0.62862134669558223 0.15477038477547456 0.40509075549198303 0.31194157182471816 0.21230729870148923 0.14178701554192219 2.2722059882362378 0.39626478549325828 0.15598633280023122 0.25705038590240281 0.6233497142093255 0.37377766186546058 0.36739792942534499 1.2160300606192238 0.077630660496652126 0.071642270660959184 0.17448072768456757 0.49191234534377115 0.038540955632925034 0.21092756191501394 0.041525207459926605
leaf_count=85 330 17 162 13 47 338 215 184 44 128 20 67 47 45 22 263 22 144 38 35 95 321 321 2 13 34 37 1 30 1
internal_value=0 -0.000159709 -0.000212346 -8.33835e-05 -0.000223957 -0.000295371 -0.000207948 -0.000129253 -4.76087e-05 0.00159851 4.88401e-05 0.000119218 2.09807e-06 -0.000101336 5.99759e-06 8.05958e-05 0.000741887 -0.000345223 -0.000139333 6.9684e-05 -0.000394198 -4.44335e-05 0.000179149 -0.00160982 -0.00254147 0.000670169 0.000982865 -0.00258786 -0.00189197 -0.0027945
internal_weight=0 10.8783 10.7272 9.96226 9.19383 9.02042 8.76796 8.56133 8.34368 0.768425 8.03847 7.8837 7.47861 7.16667 6.95436 6.81258 2.66847 4.14411 3.80926 3.55221 2.92886 2.55508 2.39909 0.516671 0.43904 1.88242 1.70794 0.305206 0.764907 0.55398
internal_count=3121 3036 3019 2658 2517 2470 2132 1917 1755 141 1570 1550 1483 1436 1391 1369 285 1084 1040 1002 967 872 728 336 334 392 358 185 361 331
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=1 484 1426 47 159 4 1374 0 3 3 43 150 16 42 4 3 15 128 48 50 14 148 160 49 2 2 51 16 3 3
split_gain=0.182616 0.194476 0.17472 0.197742 0.204828 0.203915 0.164328 0.206556 0.196951 0.185839 0.173491 0.149232 0.162779 0.147984 0.168318 0.172973 0.141765 0.139929 0.166408 0.171591 0.188535 0.156818 0.161445 0.135542 0.202876 0.19539 0.124575 0.133603 0.119054 0.20159
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 0.086785000000000015 0.076905000000000015 -0.16363499999999997 -0.094929999999999987 -0.23001499999999997 -0.12018999999999998 0.10732000000000001 -0.08076499999999999 -1.0000000180025095e-35 -0.5335399999999999 -0.093284999999999993 -0.083644999999999983 -0.010424999999999999 -0.17952999999999997 0.086435000000000012 0.12879500000000002 0.11392500000000001 0.077685000000000018 -0.080634999999999984 -0.40698999999999991 0.0034800000000000005 0.11093500000000002 0.10097500000000002 0.081440000000000026 -0.14158499999999996 -0.10519499999999998 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -3 -8 23 10 13 -5 -13 -10 -15 -16 -14 18 19 20 21 -7 -23 24 25 -9 -12 -28 -18 -30
right_child=2 6 3 11 -6 17 7 8 9 -11 26 12 16 14 15 -17 28 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0032605843093391402 -0.0035227867112391504 -0.0033330438132597178 -0.00283570638395005 -0.0026990216718316092 0.0027845005959753824 -0.0009900887208729402 0.0018550813742734035 0.00026307313922036739 -0.003284223403398373 0.00053584759152014894 -0.0028138400878097844 0.0029630541354460664 -0.0026582893384232732 0.001682631949353218 -0.0023867474987111855 0.0022726268724299415 0.0028683603084593548 -0.0023722665126004027 -0.0011681892003680382 -0.0019097087965769062 -0.0012739923307881155 -0.0021454218774250634 0.002455174821546828 0.0025592526102149603 0.0022197390097233351 -0.0030529677869848408 0.0029603579761525974 -0.0020237956027821281 -0.0033165171326735572 0.00026572061364632564
leaf_weight=0.25730437695892749 0.12031259250943538 0.18875770339218423 0.1730827170104029 0.25301944627426598 0.50302873468899623 0.1763315381249434 0.43201014434453089 0.5691908813605544 0.15910637388878968 0.64523830194957543 0.92510099188803063 0.16799759503919642 0.23925331770442437 0.38037208977038972 0.33496587911213282 0.10980733158066902 0.1378469647024757 0.13883232678927004 0.33272458147257555 0.16176444420125324 0.21955196297494683 0.083577024604894024 1.501736945952868 0.26724814189947199 0.31489710789173841 0.27283566928235814 0.087614159230724908 0.15383666250272654 0.19276216998696316 1.057973541086539
leaf_count=397 36 38 68 22 177 18 29 92 96 23 970 16 23 74 285 8 9 28 19 39 15 15 304 24 10 11 9 112 46 108
internal_value=0 -0.000531297 0.000316606 0.000403118 0.000892335 0.000550889 -0.000386232 -0.000266669 -0.000483866 -0.000980581 -0.00143551 -0.000382606 -5.62399e-05 -0.000439362 0.000109191 -0.00123642 -0.00036784 0.000775084 0.000951582 0.00128071 0.0015412 0.00189206 0.00221263 0.000491321 1.36307e-05 -0.000811399 -0.00227598 -0.000215219 2.68051e-05 -0.00028637
internal_weight=0 5.09829 5.4598 5.33948 3.29063 2.7876 4.84098 4.65222 4.22021 2.79604 2.1508 2.04885 1.79583 0.984252 0.825145 0.444773 1.62784 2.61452 2.47569 2.14296 1.9812 1.76165 1.58531 1.42417 1.15692 0.842027 1.16655 0.241451 1.38858 1.25074
internal_count=3121 2178 943 907 683 506 1781 1743 1714 1577 1554 224 202 463 367 293 186 438 410 391 352 337 319 137 113 103 1091 121 163 154
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 50 12 15 47 50 4 158 38 2 51 457 48 133 3 12 3 12 1374 16 43 1 48 4 13 51 42 148 16 13
split_gain=1.47286 0.63211 0.624408 0.527823 0.481563 0.591697 0.636022 0.450037 0.421512 0.414926 0.39352 0.419256 0.400091 0.38599 0.587659 0.410921 0.436889 0.455349 0.364903 0.578847 0.356512 0.777659 0.337665 0.335379 0.391857 0.314721 0.379625 0.317439 0.311749 0.29713
threshold=0.098700000000000024 0.07826000000000001 -0.064509999999999984 0.084050000000000014 0.091680000000000011 0.11610000000000001 -0.17966999999999997 0.084765000000000021 0.10657000000000001 0.13247500000000004 -0.10748999999999999 -0.0029299999999999994 -0.088719999999999979 0.10622000000000002 0.10299500000000002 0.096295000000000019 -0.10831999999999999 0.084100000000000022 -0.094929999999999987 -0.062804999999999986 -0.074359999999999996 0.14000500000000002 0.12879500000000002 -0.097604999999999983 -0.28558999999999996 -0.076794999999999988 -0.098769999999999983 -0.080634999999999984 -0.53943499999999989 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 3 8 7 5 6 -4 10 -2 22 -1 12 -12 14 15 16 -13 18 -18 -20 -6 28 25 -5 -25 -8 -27 -28 -22 -19
right_child=2 -3 4 23 20 -7 9 -9 -10 -11 11 13 -14 -15 -16 -17 17 29 19 -21 21 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0015703694919964523 0.0013804977690296996 -0.0014515048111498566 -0.0013857122536635165 0.00020172263690638895 0.00030825987986513308 -0.0016072494262491582 -0.00033547024251144684 -0.0012470147169810035 -0.00022343962977640171 0.0015893706856693536 0.0010788510560100701 0.00058591239330907569 -0.0016111292293750953 -0.001198562705972265 0.0012500035898606453 -0.0014134605741740844 -0.001253553621676813 -0.0013300919295709908 0.001003304716708092 -0.00032288584357862912 9.3778791638518175e-05 0.0010469409331512365 -0.00070385699840517699 0.0012555838778627443 -0.0015736058349984424 -0.00086620488090494933 -0.00026956408264302298 0.0010813865150290762 -0.0015998830984571858 0.0017148688715084856
leaf_weight=0.43057251052232182 1.7864027367904776 1.3396945786080312 0.41973673144820978 0.41589664341881905 1.2097967569716277 0.35095460200682271 0.77885271143168111 0.91983519756468091 0.50985289271920908 0.86984285386279214 0.16583890467882156 2.589937809621909 0.69400746427708782 0.57005084864795286 0.99334710184484709 0.48098213982302684 0.45530820614658329 1.0004384536878204 1.3718843135284264 1.9004976506112237 0.33005869202315841 0.45388624072074879 0.5679703103378414 0.12827500049024831 1.5575652312836596 0.32306584250181858 0.488241204060614 3.0603669041302068 1.296885846997611 0.084102310240268596
leaf_count=135 240 483 80 39 49 25 29 135 18 81 10 72 101 63 20 61 20 257 62 111 13 16 12 3 726 10 17 159 73 1
internal_value=0 -0.000431269 0.000291674 -0.000331926 0.00012591 0.000360653 0.000466774 -0.000202524 0.00102436 0.000594487 -0.000113043 -5.21595e-05 -0.00109231 4.25175e-05 0.00012222 -1.98908e-05 7.06613e-05 -0.000206646 5.15121e-05 0.000233094 -0.000363392 -0.000753892 0.000428655 -0.00104963 -0.00135833 0.000566969 0.00074851 0.000895514 -0.00125629 -0.00109397
internal_weight=0 15.0982 12.4459 13.7585 10.1497 6.85903 6.50808 11.6568 2.29626 6.08834 10.737 10.3064 0.859846 9.44655 8.8765 7.88315 7.40217 4.81223 3.72769 3.27238 3.29063 2.08083 5.2185 2.10174 1.68584 4.65053 3.87167 3.54861 1.62694 1.08454
internal_count=3121 2299 822 1816 564 413 388 1048 258 308 913 778 111 667 604 584 523 451 193 173 151 102 227 768 729 215 186 176 86 258
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 4 39 16 47 12 50 48 2 15 4 3 42 4 52 15 16 124 457 43 16 16 2 129 131 49
split_gain=1.36452 0.670218 0.646273 0.807369 0.596364 0.577554 0.552699 0.549108 0.532361 0.507829 0.49702 0.48666 0.55557 0.483753 0.429157 0.41299 0.393161 0.376629 0.476707 0.34221 0.339275 0.338603 0.334155 0.317641 0.302307 0.274343 0.249818 0.240737 0.22861 0.21373
threshold=0.094385000000000011 -0.064509999999999984 -0.060129999999999996 0.090900000000000009 0.31299000000000005 0.40124500000000002 0.15619500000000003 0.064860000000000015 0.092530000000000015 0.084100000000000022 0.10965000000000001 0.12879500000000002 0.11474000000000002 -0.0063699999999999989 -0.013125 -0.10519499999999998 0.092620000000000022 -0.49405499999999997 0.10347000000000002 0.084050000000000014 0.64105000000000001 -0.087894999999999987 0.082380000000000009 -0.083684999999999996 0.41221000000000008 -0.0060749999999999997 0.10097500000000002 -0.08785999999999998 0.10340500000000001 -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 21 3 5 6 9 7 8 10 13 11 12 14 29 25 -10 17 18 -4 -15 28 -2 -5 -19 -18 -3 -25 -11 -9 -1
right_child=1 4 16 22 -6 -7 -8 20 15 27 -12 -13 -14 19 -16 -17 24 23 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00043457853823804173 -0.00018978738543358836 -0.0014413013147742946 -0.001511441254572767 -0.00039781810110211125 0.0014891349979943092 0.0015356580832883134 0.0015696495888267827 -0.0012954721447365047 0.00048747332556154651 0.00088681927397358542 -0.001168892884852165 -0.00097206052871203451 0.0015069747583769224 0.00039658635308707362 0.00053294349486579019 -0.00087445764832949668 -0.0015331589031467342 0.00097754528316217884 0.00050534191394694436 -0.0014766299461262877 0.00099242895837180559 0.0011006380406547347 0.00087538898224224398 0.00047052416439122356 0.00051795368666812734 0.00041527809567456315 -0.00056487197325280842 -0.0014750647468501866 7.5167878824359551e-05 -0.0014632959051580014
leaf_weight=0.6861469397554173 0.54432692937552962 0.44006681931205094 0.58143002609722294 0.98277964023873188 0.57529380312189538 0.19764255732297886 0.43786178017035204 1.3725279027130444 0.64652404561638865 0.095301100111100268 0.46072567452210922 0.49252326227724541 1.0374913241248576 1.1467606972437332 3.1533881421200922 1.828500779578462 0.58137711917515833 1.1998726024758068 0.44297240162268281 0.25589779356960196 0.19776691263541568 2.1961570843122891 0.80392905510962009 1.1698633893393013 0.20976724597858265 0.27898403024300522 0.87289638223592181 3.2372027115197861 0.32235741848126043 1.1755064137396405
leaf_count=33 37 31 58 33 62 5 25 164 17 16 42 7 74 52 101 83 63 41 11 85 16 245 15 26 14 24 35 1523 15 168
internal_value=0 0.000194846 -0.000456252 -0.000701029 3.65494e-05 -0.000931411 -4.1779e-05 -0.000110745 5.09166e-05 -0.00100533 0.000291367 0.000415899 0.000555128 -0.000594727 0.000300112 -0.000518695 -4.09899e-05 0.000134838 -0.000639343 5.48411e-05 -0.000822957 0.000844328 0.000175061 0.000379415 -0.000989319 -0.000720968 2.80867e-05 -0.00140752 -0.00103478 -0.00108414
internal_weight=0 13.9845 13.6393 8.58117 11.244 6.79446 10.6687 10.2309 8.3382 6.59682 5.86318 5.40245 4.90993 3.26431 3.87244 2.47502 5.05818 4.26703 1.0244 1.40266 1.89265 2.74048 1.78671 3.24263 0.791144 0.719051 2.04276 3.3325 1.69489 1.86165
internal_count=3121 943 2178 1930 661 1882 599 574 379 1877 279 237 230 338 156 100 248 171 69 137 195 282 48 102 77 55 61 1539 179 201
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=1 12 3 38 3 3 49 47 50 130 4 48 2 4 160 1 13 457 376 52 3 4 48 2 11 43 1 47 13 16
split_gain=0.972158 0.844739 0.640314 0.626882 0.439092 0.56347 0.413725 0.412814 0.498809 0.417091 0.402097 0.417014 0.567226 0.347321 0.343454 0.4239 0.341827 0.336775 0.330509 0.292878 0.456243 0.37614 0.589814 0.253611 0.220195 0.216552 0.316698 0.269469 0.198854 0.191119
threshold=0.098700000000000024 -0.064509999999999984 0.31299000000000005 0.10657000000000001 -0.12018999999999998 -0.047929999999999993 0.0034800000000000005 0.090280000000000013 0.11610000000000001 -1.0000000180025095e-35 -0.033174999999999989 0.12879500000000002 0.11474000000000002 0.053925000000000008 -0.078059999999999977 0.10727500000000002 0.038215000000000006 -0.079829999999999984 0.049360000000000008 0.11434500000000002 0.090900000000000009 0.0061450000000000003 0.086260000000000017 0.081685000000000021 1.0000000180025095e-35 -0.074359999999999996 0.13927000000000003 0.13855500000000001 -0.15416999999999995 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 3 7 17 6 28 13 8 9 -3 -11 12 14 24 -12 -16 -17 -2 19 20 23 22 -22 -7 29 27 -27 -9 -6 -1
right_child=1 2 -4 -5 5 18 -8 25 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010182096123911106 -0.00060152274481819286 0.001241629304411128 0.0014975572591168294 -0.00066095034061539808 0.0015734016284769377 -0.00037899292646510687 0.00076901587417585102 0.00014612855150319165 -0.0015599745925133589 -0.0010174354512790117 -0.0011549217508421401 -0.0011451392078954527 0.0013268605293615357 0.00067582393274777505 0.0012782730687832609 0.00043446986281448348 -0.00087644324772615781 0.0015038205104602376 0.00012514977084742381 -0.0015939062736957401 0.00010326692558210323 0.00065187529302949835 -0.0015894539709862237 -0.0013071981563579876 -0.0013652437419162747 -0.0013853077574813826 -3.1362137010514881e-05 -0.0012216112045943892 -0.0012630220898678006 -2.2753671993210959e-05
leaf_weight=0.73640625260305037 0.19408653397113074 0.46678050840273133 0.38021109753754068 0.55091327382251609 0.054787572473290136 0.92497999849729184 0.64029148337431241 0.83004884701222204 0.56522073270753015 1.0995528761995927 0.56566872354596753 0.60925723612308491 0.75043543358333398 0.43947282712906588 0.54288374911994219 0.87374710710719206 0.8734476282261312 1.1887881350703526 1.0993858822621403 0.79842526779975731 1.1647122127469631 0.8102386500686406 0.73873766162432719 2.1462903479114175 0.85340827179606993 1.9261018496472391 0.47242284566164006 0.51108474470674992 5.821889249025844 0.99684113077819347
leaf_count=30 12 45 60 18 1 34 32 46 25 122 16 8 62 15 33 30 15 228 42 35 40 17 21 133 86 80 15 7 1792 21
internal_value=0 -0.000224019 -0.000390263 0.000675798 -0.000768155 -0.000891181 -0.000313169 -0.000461424 -0.000231307 -0.000101418 -0.000219369 -1.12019e-05 0.000180374 -0.000542145 -0.0001209 0.000134512 -0.000220874 0.00120834 -0.000626981 -0.000752583 -0.000636465 -0.000193736 -0.000553686 -0.00102765 -0.000749078 -0.00085198 -0.00111863 -0.000375095 -0.00123658 -0.000445694
internal_weight=0 12.4007 10.4669 1.93379 17.2259 13.5594 3.66642 10.0867 6.34699 5.78177 5.31499 4.21544 3.60618 3.02613 2.85575 2.29008 1.74719 1.38287 7.68277 6.58338 5.78496 2.71369 1.90345 3.07127 2.58666 3.73966 2.39852 1.34113 5.87668 1.73325
internal_count=3121 822 564 258 2299 2115 184 504 356 331 286 164 156 152 94 78 45 240 322 280 245 78 61 167 137 148 95 53 1793 51
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 12 50 42 42 43 1 3 38 3 52 151 131 52 3 1374 49 483 47 4 43 49 3 2 376 1 47 2 52 151
split_gain=0.983848 0.557789 0.522691 0.443056 0.397876 0.443083 0.537491 0.394062 0.382579 0.374682 0.386707 0.365206 0.347703 0.346494 0.326309 0.331705 0.350699 0.323461 0.315944 0.611846 0.422672 0.254863 0.389118 0.333314 0.247804 0.30499 0.23857 0.219229 0.222201 0.200495
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 -1.0000000180025095e-35 0.084050000000000014 -0.50216499999999986 0.080000000000000016 0.16158000000000003 0.10657000000000001 -0.52915999999999996 -0.10286999999999999 -0.40381499999999992 0.087580000000000005 0.11434500000000002 -0.23446499999999998 -0.094929999999999987 -0.086009999999999989 0.10018500000000001 0.090280000000000013 -0.17966999999999997 -0.074359999999999996 0.11136000000000001 0.12178000000000001 0.090790000000000023 0.091135000000000008 1.0000000180025095e-35 0.083310000000000009 0.089775000000000008 0.0031350000000000002 -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 8 3 24 9 -6 -7 11 -2 -5 -11 -3 -8 14 -12 -16 -17 18 19 -13 -20 22 23 -21 25 -1 27 28 29 -18
right_child=1 7 -4 4 5 6 12 -9 -10 10 13 17 -14 -15 15 16 26 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017375742800833235 0.0015559638524624282 -0.0017651153152937274 -0.0015907728381558558 0.0018254706082232392 0.00074483817924758374 -0.0015913858720731579 0.00065426923616913066 0.0012827311677309546 -0.00024262852201697549 -0.001533100288116094 -0.0020708735913560553 -0.0017637553782912237 -0.0015043787465226788 -0.0012957925928639806 -0.0010567901618845923 -0.00082327884652348205 0.00068121308343442556 -0.0016883718652349823 0.00044980712579655301 8.8495609274004863e-05 -0.0010186401728864627 0.0017395725512894277 -0.00097030630425242815 0.0011905902018012056 0.00079622106814429138 4.8202496165854039e-05 -0.00048823807723402077 0.0011646936389979085 0.0013008725135674345 -0.00083438963774456034
leaf_weight=1.2463221215293732 1.4160492104711 0.34233950590714712 1.0726506560458791 0.3316911058500408 0.52727565937675391 1.618034369952513 0.71430037880782016 0.72996873455122102 0.4601485589519142 0.47285995684796933 0.17747934581711788 0.35890258144354259 0.31608775007771328 0.49027375562582154 0.48184771765954781 0.56405691651161749 0.46859076060354743 0.30247667001094658 1.0079476413084196 1.6213038555579276 1.3419757456285877 0.48207847494631995 0.51318164449185122 1.602238650084473 0.17789945006370533 0.36254702816950146 0.49588099779793982 1.9278279424179343 0.44452938041649748 0.56581057934090795
leaf_count=569 240 17 483 8 17 681 72 83 18 72 4 79 90 30 23 26 29 30 45 84 75 18 11 122 6 44 31 48 24 42
internal_value=0 0.00027098 -0.000447209 -0.000339451 -0.000193572 -0.000689723 -0.000975331 8.02805e-05 0.00111485 5.18207e-05 -4.47943e-05 -3.56333e-05 -7.92995e-06 8.05125e-05 0.000212148 0.000294028 0.000439749 4.62562e-05 0.000121994 0.000384197 -0.000388782 0.000566927 0.000415643 0.000636284 -0.00112295 -0.00133516 0.000622297 0.000783944 0.000287627 -0.000147811
internal_weight=0 10.1786 12.456 11.3833 9.59655 3.1757 2.64842 8.30241 1.8762 6.42085 6.08916 7.57244 1.03039 5.6163 5.12602 4.94854 4.4667 7.23011 6.92763 4.57771 2.34992 4.2188 3.73672 3.22354 1.78677 1.60887 3.90264 3.40676 1.47893 1.0344
internal_count=3121 822 2299 1816 1197 860 843 564 258 337 329 481 162 257 227 223 200 464 434 314 120 235 217 206 619 613 174 143 95 71
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 3 3 47 12 4 50 480 51 2 48 11 48 159 50 52 52 4 49 2 1 47 47 42 1 148 16 4 42 42
split_gain=1.17376 0.591181 0.680609 0.589721 0.597403 0.606265 0.677767 0.487601 0.41516 0.410374 0.39415 0.38308 0.355597 0.326381 0.46305 0.32174 0.363251 0.358105 0.301728 0.3488 0.382014 0.30093 0.417764 0.278644 0.325787 0.27037 0.340405 0.262987 0.416503 0.425243
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 -1.0000000180025095e-35 0.08955500000000001 0.13404500000000005 0.12879500000000002 0.080455000000000013 0.091220000000000009 -1.0000000180025095e-35 0.089280000000000012 -0.092399999999999982 -0.077024999999999996 -0.0016099999999999997 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.13148500000000005 0.10980000000000002 -0.098769999999999983 0.10089500000000001 -0.080634999999999984 0.042200000000000008 -0.080924999999999983 0.081660000000000024 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 11 27 4 7 -6 9 -2 15 10 12 18 23 -5 21 -4 -17 -18 19 20 -1 22 -15 -7 -25 -26 -27 28 -3 -30
right_child=3 2 8 13 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.00079027196119857022 -0.0015975787195735079 -0.0015292239804962767 -0.0011574636662889271 -0.0012244766583191643 -0.001341692899438729 -0.00086854348416631972 -0.0015562084083564152 0.0014781082147966639 -0.0012553842966158825 0.0015410049427634622 -0.00085026309704744395 -0.0011582559139150204 0.0015970254193108759 -0.00048529423227281388 0.0012838706585945102 0.00082633899880254623 0.00022463727161713408 -0.00086300092374758531 0.0012891759564557647 0.0010427974493749503 0.00087262435169245772 -0.0010157503397453811 0.0007283233588414802 -0.00080042745644981754 -0.00048393628946447065 0.0011188276037895723 -0.00015098479052175613 -0.0013513433776368735 0.0014070089795633067 -0.00075449027545862674
leaf_weight=1.0744248364353555 0.12609289772808541 0.59014240372925886 0.54972568282391865 0.62278901552781452 0.49934048252180119 0.39005183079279904 0.38285193033516396 1.5833493653917674 0.80137738189660002 0.76209926838055242 0.54730787221342314 0.44578320020809759 0.5851169277448206 1.5973835074109954 0.51209645299240936 1.0572138674324381 1.7328307675197723 1.1353309729602212 0.60042995284311462 0.60915213124826539 0.4417195381829514 0.87115883780643333 1.0753368641017003 0.40218645485583815 0.41841252893209491 2.0205325044225906 0.62672977242618788 2.6909110320848413 0.34465215797536075 0.5135075863217935
leaf_count=59 3 326 57 55 91 13 39 246 39 72 12 51 26 64 30 34 44 80 23 10 31 28 56 58 16 99 35 1240 16 168
internal_value=0 -0.000426722 -0.000616052 0.000217883 0.000457746 0.0002533 0.000383113 0.00125124 -0.000257604 0.000512184 0.000355068 0.000135367 0.000503545 -0.000209887 -5.40985e-05 -7.89264e-05 7.21163e-05 -0.000205893 0.000346935 8.07368e-05 -0.000305797 -0.000247437 2.99019e-06 0.0003377 0.000473374 0.000640484 0.000818204 -0.00107298 -0.000555801 0.000113606
internal_weight=0 12.5872 9.41569 13.0228 8.34407 6.63463 6.13529 1.70944 5.27648 5.75244 4.99034 3.17151 4.44303 4.67876 4.05598 4.4751 3.92538 2.86816 2.72573 2.1253 1.51614 3.54388 2.67272 3.85791 3.46786 3.06567 2.64726 4.13921 1.4483 0.85816
internal_count=3121 2178 2004 943 710 461 370 249 254 331 259 174 247 233 178 215 158 124 123 100 90 148 120 221 208 150 134 1750 510 184
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=31 4 12 11 1456 403 48 1212 14 148 480 12 47 39 42 376 1374 2 156 43 43 16 16 16 130 0 16 133 12 1374
split_gain=0.199559 0.204558 0.196127 0.191087 0.20726 0.194982 0.185136 0.179922 0.16015 0.169183 0.156611 0.15012 0.166392 0.138592 0.173983 0.188595 0.165637 0.160322 0.145301 0.159075 0.326962 0.234789 0.298996 0.366918 0.201919 0.188715 0.167042 0.155852 0.170806 0.1522
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.040564999999999997 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 0.12230500000000001 -1.0000000180025095e-35 -0.46885499999999997 -0.083019999999999983 0.084710000000000021 0.12477500000000001 0.10678000000000001 0.16946000000000003 -0.11466499999999999 0.048375000000000008 0.093235000000000012 0.094835000000000017 0.091255000000000017 -0.074359999999999996 -1.0000000180025095e-35 0.22339500000000004 -0.014034999999999997 -0.062804999999999986 -0.23647499999999996 0.12500000000000003 -0.29154999999999992 0.084415000000000018 -1.0000000180025095e-35 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 8 -7 -4 -10 13 12 -11 14 -9 16 18 -17 19 24 -21 22 23 25 -16 29 -26 -28 -29 -22
right_child=1 2 6 -5 5 7 -8 10 9 11 -12 -13 -14 -15 15 17 -18 -19 -20 20 21 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.0037730060078634965 -0.003017885775332004 0.0036240326960065698 -0.0017144125139973423 -0.0029353176575501764 -0.0036974302588293631 -0.0037069201863696834 -0.0028586154134199082 -0.0027202442765671638 -0.0020247864470017427 0.0033277695545261576 -0.0037029875075809079 -0.0010194918383842962 -0.0010132763580623081 0.0038333009314181154 -0.0038616468757772214 -0.0011750290947935694 -0.0037603890604521097 0.0031826891269239443 -0.0019580065393243738 -0.0034822711368402985 -0.0013027859588518134 -0.0027624025887184574 0.0021079839414379362 -0.0037940717984058289 -0.0037742968435765093 -0.0037006572263744773 0.0021443394720929488 0.0037938636506896564 -0.0021105706777327683 0.0011320335411234654
leaf_weight=0.17458176592481223 0.37053206593554477 0.29845196145470287 0.27286544698290538 0.3969628707563978 0.21117731861886113 0.1846445279079435 0.20979407872073341 0.31042663377592816 0.16819099918939184 0.72204339361633196 0.15435362480639003 0.18908471002941951 0.14392329007387161 0.12921453395392735 0.10758316598366935 0.15403142350260157 0.16213585618243076 0.44985035643912852 0.47264855996763788 0.38355855012195661 0.45176075177732578 0.35607209482986935 0.9781216366973523 0.35049308730231121 0.082900383335072436 0.15075896028429259 1.3713839734264137 0.089307144051417375 0.26175203146704029 1.5328310780168957
leaf_count=86 281 118 18 139 350 215 19 105 12 115 171 12 8 14 9 23 28 52 149 286 17 43 88 44 20 6 201 7 216 269
internal_value=0 -0.000199317 0.00086697 -0.000433854 -0.000319921 -0.000200126 0.000384614 -0.000109326 0.000839401 0.00140907 -2.57612e-05 0.00195648 0.00260629 4.70554e-05 -1.6767e-05 9.73336e-05 -7.92195e-05 0.00207117 1.13609e-05 0.000163542 -0.00023752 8.82755e-05 0.000381306 -0.000298102 0.00104486 0.000275721 0.00133725 0.00158327 -0.000608521 0.000577786
internal_weight=0 11.1169 2.00435 9.1125 8.71554 8.34501 1.7059 8.13383 1.49611 1.22324 7.94918 1.05505 0.865967 7.79483 7.66562 7.35519 6.75131 0.603882 6.58917 6.11652 4.2036 3.82004 3.46397 2.48584 1.91293 2.13535 1.80534 1.72244 0.351059 1.98459
internal_count=3121 3035 302 2733 2594 2313 184 1963 165 147 1748 135 123 1577 1563 1458 1383 75 1355 1206 753 467 424 336 453 292 444 424 223 286
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=1 12 3 0 3 39 16 157 48 4 2 4 16 1 4 38 42 43 13 16 151 4 3 131 3 12 457 16 51 43
split_gain=0.759465 0.515673 0.47309 0.461408 0.430204 0.379333 0.37364 0.342682 0.358169 0.362978 0.367978 0.46431 0.305389 0.305077 0.419662 0.301233 0.261001 0.338208 0.275188 0.255917 0.248301 0.231979 0.450505 0.222295 0.214923 0.176737 0.175692 0.166993 0.163759 0.154078
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 -0.060129999999999996 0.086245000000000016 0.15619500000000003 0.064860000000000015 -0.06266999999999999 0.12649500000000002 -0.013125 0.090790000000000023 0.41555500000000006 0.67964000000000013 1.0000000180025095e-35 0.033845000000000007 0.10386000000000002 0.092620000000000022 -0.52440999999999993 0.11596500000000001 -0.16927999999999996 -0.085369999999999988 -0.083854999999999985 -0.084074999999999997 0.10340500000000001 0.11924500000000002 -1.0000000180025095e-35 -0.079829999999999984 -0.5315899999999999 0.087505000000000013 -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=3 15 5 4 13 6 7 -3 9 25 19 -12 23 21 20 26 18 -18 29 27 -15 22 -1 -8 -13 -9 -2 -11 -6 -5
right_child=1 2 -4 16 28 -7 12 8 -10 10 11 24 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017534834846390458 -7.6212896618287816e-05 0.0012113210137653487 0.0013146277447478876 0.00060696162641802947 0.00032852011909409521 0.0018540253053153405 -0.0016401325961478239 0.0014045651281804435 -0.0012232409532585988 -0.00066187483105474316 0.0013438446354684457 0.00054634972735937391 0.0014351398919805469 0.0009648809918394285 0.0012730318112329859 -0.00035151626115102698 0.0013515428879048389 -0.0018189615980105571 0.0010650059956349152 -0.0013071216721602058 -0.0014074173471424832 -0.001765724755255206 0.0021320862507285361 0.00022175797428837599 -0.0012499725813728579 -0.0016211106515053842 0.0015509715280714301 0.00048938410630265227 -0.00084533778085637363 -0.00040494410005215869
leaf_weight=0.24251840272336267 0.23749039857648324 0.63734045630553549 0.78009939938783723 0.64030190126504849 1.0765104366000739 0.28978836734313507 1.014662041707197 0.066933954134583473 0.80706013692542899 0.62104838248342265 1.3597685329150411 0.42047388129867602 0.1412960027810185 0.16085026261862356 0.31924496649298806 0.41459212359040964 0.13396434020251036 0.44812201723107126 0.81069280160590995 0.57043983542826104 0.84946965140989039 1.9898800874070732 0.14685231447219882 0.24378533021081228 0.39687441661953926 0.51064392295665761 1.4169791997992425 1.0213704160414638 0.55061410774942476 1.6493901051580924
leaf_count=256 15 50 87 37 33 23 174 3 40 13 73 34 10 16 29 19 3 74 23 56 302 1168 1 15 14 133 255 38 25 102
internal_value=0 0.000195828 1.24512e-05 -0.000490265 -0.000819252 -0.000112937 -0.000185904 -7.00085e-06 -0.000141466 3.42857e-05 0.000205949 0.000716986 -0.00100543 -0.00114853 -0.000476809 0.000982986 -1.35609e-05 -0.00108929 0.000188403 -0.000296832 -0.00102973 -0.0015239 -0.000288029 -0.00127945 -0.000325879 -0.00127047 0.0013174 5.40582e-05 -6.87099e-05 -0.000121969
internal_weight=0 10.9506 8.88159 9.01841 5.33594 8.10149 7.8117 6.41195 5.77461 4.96755 4.38998 2.17712 1.39974 3.70882 1.32956 2.06906 3.68247 0.582086 3.10038 2.21286 1.01032 2.37925 0.389371 1.25845 0.817348 0.577578 1.65447 1.64242 1.62712 2.28969
internal_count=3121 1052 763 2069 1830 676 653 454 404 364 228 121 199 1772 347 289 239 77 162 107 318 1425 257 189 48 136 270 51 58 139
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=1 12 3 39 47 4 47 1446 3 50 48 2 47 3 3 49 2 43 2 48 150 14 0 13 49 49 51 16 3 159
split_gain=1.56897 1.02525 0.902465 0.677066 0.554609 0.769827 0.53394 0.551082 0.508854 0.474477 0.467517 0.572047 0.432909 0.400141 0.364898 0.361157 0.485359 0.304419 0.269957 0.254729 0.247441 0.295048 0.273143 0.220555 0.220224 0.272104 0.250721 0.346882 0.523951 0.205347
threshold=0.091615000000000016 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.092530000000000015 -0.033174999999999989 0.086785000000000015 0.097670000000000021 -0.12018999999999998 0.10987000000000001 0.12879500000000002 0.11548000000000001 0.10980000000000002 -0.028564999999999997 -0.10519499999999998 0.0034800000000000005 0.11093500000000002 -0.091274999999999981 -1.0000000180025095e-35 -0.065224999999999991 0.087380000000000013 -0.10708499999999999 -0.11173999999999999 -0.15416999999999995 0.0065400000000000015 -0.086009999999999989 0.08955500000000001 0.22339500000000004 0.086245000000000016 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=8 6 3 4 5 18 7 -2 15 10 11 19 -8 23 -6 16 -1 -15 -3 -7 21 -21 -23 -10 25 -19 27 28 -27 -20
right_child=1 2 -4 -5 14 9 12 -9 13 -11 -12 -13 -14 17 -16 -17 -18 24 29 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0007669040384379657 0.0012378731073457677 0.00079407544362189485 0.0013241785443467889 0.0013787452705880116 5.2110313776512329e-05 0.00074489006109215868 -0.00095252434587525688 -0.001394941950750649 0.0013932180343529893 -0.0012225281765958268 -0.0010298593376757668 0.0011305824641382758 0.00068071268265513564 0.00031218265254269798 -0.0010108266733415928 0.00061140554054353038 0.00064025134979805336 -0.0014192489290781117 -0.0012719119170271236 -0.00057768321701802167 -0.00056000913629165438 0.0012729425619274193 7.3149363138568139e-05 -0.0011412901200092568 -0.0014030898818084255 -0.00080625910371457017 -0.001181046768237606 -0.0011244986895494102 0.00038230920645522016 6.767134535706888e-05
leaf_weight=2.306091367732737 1.521215323708023 0.13674182258546164 0.53607703186571676 0.35261901025660414 0.65279244212433685 0.65367395011708129 0.57389145856723167 0.14872008562088002 0.059061523526907744 0.52575439447537053 0.58762034401297558 0.92228813050314773 0.53378528635948896 0.51559022441506375 3.5070905097527421 0.58973944711033244 0.51009204611182202 0.65043026208877552 1.5929401713656259 0.66824363172054324 1.4375122804194687 0.48277248442172993 0.97911876766010797 6.2417313457699493 0.73280015168711532 1.1054874076507966 0.77286462206393469 0.77117805811576534 1.4756607576273379 0.22220046131405968
leaf_count=125 239 5 64 25 21 37 18 3 1 26 8 73 29 17 147 28 9 17 228 16 33 19 39 1678 51 54 23 34 32 22
internal_value=0 -0.000183867 -0.000334954 -0.00040487 -0.000455719 -0.000258943 0.000537269 0.0010034 -0.000764123 -3.56669e-05 7.32098e-05 0.000199228 -0.000165474 -0.000887545 -0.000844025 -0.000317504 -0.000512028 -0.00064699 -0.000974679 -4.25799e-06 -0.000141519 0.000140897 0.000469367 -0.00111753 -0.000736769 -0.000634525 -0.000510795 -0.000356272 -0.000126746 -0.00110793
internal_weight=0 16.0351 13.2574 12.7214 12.3687 8.20887 2.77761 1.66994 15.7307 6.25698 5.73123 5.14361 1.10768 12.3248 4.15988 3.40592 2.81618 6.02401 1.95188 4.22132 3.56765 2.13013 1.46189 6.30079 5.50842 4.77562 4.12519 3.35233 2.58115 1.81514
internal_count=3121 1052 763 699 674 506 289 242 2069 251 225 217 47 1907 168 162 134 228 255 144 107 74 58 1679 211 160 143 120 86 250
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=1 12 0 3 12 39 16 47 3 50 13 15 15 128 48 2 457 150 16 15 16 42 43 13 42 150 14 46 457 42
split_gain=1.23899 0.730191 0.587901 0.581281 0.554598 0.434425 0.451622 0.389768 0.554082 0.478296 0.385545 0.376705 0.452626 0.357926 0.357868 0.494186 0.44102 0.350075 0.363135 0.310157 0.303629 0.298314 0.438467 0.31517 0.296815 0.286614 0.348934 0.251106 0.283117 0.229927
threshold=0.091615000000000016 -0.064509999999999984 -0.060129999999999996 0.16158000000000003 0.084100000000000022 0.15619500000000003 0.064860000000000015 0.092530000000000015 -0.10519499999999998 0.11392500000000001 -0.50061499999999992 -0.008624999999999999 0.084050000000000014 0.089035000000000017 0.12879500000000002 0.11474000000000002 0.091015000000000013 0.083095000000000016 -0.091354999999999978 0.024640000000000006 0.64105000000000001 0.092620000000000022 -0.52440999999999993 0.11596500000000001 0.09832500000000001 0.087380000000000013 -1.0000000180025095e-35 0.089105000000000018 -0.079829999999999984 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 11 6 7 9 -9 14 -6 17 -13 27 15 16 19 -1 -19 25 29 23 -23 -4 -21 26 -3 28 -2 -8
right_child=1 3 21 -5 10 -7 20 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013938533502768427 -9.9492252355419482e-05 -0.00035472651013407558 -0.00012102643001068811 0.0010187659523769837 0.00090518184061666766 0.0014655678459719556 -0.001286141311187812 0.00062485119218519153 -0.0009134384576736411 -0.0014054057428978767 -0.0012276262437900213 0.00056767372718790037 -0.0013865091829147727 -0.0010090437513110687 -0.00088605409780271151 0.001410925071221961 0.0011799044347322234 0.00039239530600754388 -0.0011743435890611169 -0.001438321696771913 0.00095695427626696253 0.0011147932594974927 -0.001431554854212459 0.00078634060033368365 0.00047692839337823428 -0.00040937273423334103 0.0010161862856826113 -0.00047686562171711739 0.0012873400874057915 -2.1368834493995416e-05
leaf_weight=0.81546875071944702 0.32218681159429374 0.51795601751655085 2.8525429911678679 1.0209061305504281 0.1690752976574007 0.33478238037787456 1.1175332567072471 0.61626353813335333 1.5570781847927717 0.32469696667976666 2.9184944090666249 1.2199862602283245 0.27361539768753562 0.1857255920767783 0.42971086699981231 0.79352127667516459 0.73499207850545634 0.71147122792899609 0.45885558438021667 0.46682761039119203 0.17032287037000049 0.16508374083787203 0.56027545244432975 0.96635280828922976 0.22665453795343637 0.86515457741916169 1.080181029625237 0.20875712297856797 2.0042860894463947 0.35780591564252962
leaf_count=143 15 15 139 87 5 23 171 19 90 50 1467 62 91 9 8 62 30 13 49 68 16 3 74 23 29 31 52 9 256 12
internal_value=0 0.000196386 -0.000424462 3.36978e-05 -0.000687214 -7.11299e-05 -0.000126695 1.43085e-05 -0.000477248 0.000210702 -0.00111083 -0.0003113 0.000209684 0.000831027 0.000313291 0.000423289 0.000221913 -0.000703154 -0.000221883 -1.13678e-06 -0.000778994 -4.47557e-05 -0.000852034 0.000108578 -0.00081235 0.000227241 0.000571874 0.000965827 0.00109528 -0.000979403
internal_weight=0 13.3353 11.1112 10.6144 6.56697 9.59348 9.2587 7.61304 2.17334 5.43969 3.08757 3.4794 1.4936 2.72096 5.115 4.68529 3.89177 1.9858 1.17033 3.15677 1.64566 4.54425 0.725359 3.8189 0.693482 2.46329 1.59814 2.53523 2.32647 1.47534
internal_count=3121 1052 2069 763 1830 676 653 454 109 345 1472 358 153 289 295 287 225 205 62 195 199 239 77 162 97 98 67 280 271 183
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=1 0 3 2 1 4 12 3 4 47 43 38 4 52 2 3 43 45 130 47 151 157 51 51 2 15 51 151 4 3
split_gain=0.762771 0.409164 0.479512 0.374822 0.316675 0.390282 0.303331 0.329908 0.316074 0.343977 0.345872 0.287853 0.280079 0.473028 0.265466 0.355065 0.323308 0.24841 0.286741 0.254694 0.242842 0.240765 0.318324 0.234588 0.262604 0.193904 0.188284 0.165843 0.162607 0.386446
threshold=0.091615000000000016 -0.060129999999999996 0.086245000000000016 0.14753000000000002 1.0000000180025095e-35 0.042705000000000007 -0.064509999999999984 0.31299000000000005 -0.013125 0.092530000000000015 -0.074359999999999996 0.10386000000000002 -0.49405499999999997 0.10347000000000002 0.10097500000000002 -0.52915999999999996 -0.084794999999999995 -1.0000000180025095e-35 -0.0070449999999999992 0.14029000000000003 -0.085369999999999988 -0.07686999999999998 -1.0000000180025095e-35 0.12229000000000002 0.10045500000000002 -0.020484999999999996 0.087505000000000013 -0.09693499999999998 -0.083854999999999985 -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=1 2 4 6 28 20 11 8 17 21 -11 25 13 -3 -14 -16 -17 -8 -19 -20 -6 -10 -23 24 -24 -2 -4 -26 29 -1
right_child=3 12 26 -5 5 -7 7 -9 9 10 -12 -13 14 -15 15 16 -18 18 19 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.002070406484962083 0.0017406387048659753 -0.0021640296136730889 0.00047370320724575367 0.0016852118747107251 0.0012447590181971762 0.0016472073892080691 0.0021522084221382676 0.0020947057616983178 0.0019654339577229942 0.00042159334889059079 -0.0012410418266003565 -0.00074054388300593842 0.00091557914187167611 0.00045961793210277658 0.0021944270133189923 0.00085762366762236609 -0.0017133181761103335 0.0011909965687789941 -0.0017825402545930806 0.0018656689948100735 -0.0015512506111463337 -0.0012048405087993156 0.00020481665457055252 -0.0009423465309965249 -1.1461446869446364e-06 -0.00023311792399550494 -0.00097832572137566075 0.0019188174693909935 -0.0020842724686830055 0.0024130074088357543
leaf_weight=0.24791365282726474 1.1206946835736742 0.59860411146655701 1.114654578734189 0.73985893692588511 0.15614514000480983 0.27246305369772006 0.10388305317610491 0.30588930402882386 0.41599632322322433 0.9221941591240469 1.2717283973470328 0.34654145222157229 1.4817183706909438 0.57620572351152077 0.18811127357184909 0.3042794567300009 0.6672544356551946 0.19214553228812259 1.1493157015065634 0.088019928894937149 0.88444798492128018 0.51175298681482573 1.4969251677393942 0.3888534465804695 0.24332158686593119 0.26245516783092071 0.58009958756156255 0.91512127313762937 1.8572210292622915 0.12283603101968799
leaf_count=256 196 60 33 112 16 18 4 43 26 41 90 15 43 18 4 28 86 15 289 2 313 28 62 14 14 29 25 72 1168 1
internal_value=0 -0.00055232 -0.000927498 0.00026691 -0.00136025 -0.000555067 0.000159118 -1.04841e-05 -9.41227e-05 0.000114726 -0.000542169 0.000944048 -3.75763e-05 -0.000877216 0.000335874 -0.000404835 -0.000908112 -0.000933935 -0.00115821 -0.00152302 -0.0011317 0.000477563 0.000303504 0.000557066 0.000776641 0.00136611 -2.33136e-05 0.00151554 -0.00183478 -0.000584971
internal_weight=0 9.05195 5.23578 10.4747 3.54103 1.31306 9.73484 8.00515 7.69926 6.16589 2.19392 1.72969 3.81617 1.17481 2.64136 1.15965 0.971534 1.53336 1.42948 1.23734 1.04059 3.97197 3.55597 3.04422 2.65537 1.38315 1.69475 1.15844 2.22797 0.37075
internal_count=3121 2069 1830 1052 1772 347 940 700 657 347 131 240 239 78 161 118 114 310 306 291 329 216 190 162 148 225 58 86 1425 257
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 47 3 3 12 4 50 123 1446 2 11 49 2 13 48 48 151 4 13 15 150 16 2 15 3 3 3 0 2 2
split_gain=0.868901 0.451651 0.432997 0.443957 0.428157 0.461605 0.470401 0.368184 0.338335 0.334948 0.306866 0.254411 0.274677 0.266231 0.252964 0.290549 0.229744 0.223446 0.254835 0.281718 0.222312 0.351189 0.284107 0.216241 0.212156 0.207624 0.266808 0.206736 0.189782 0.183665
threshold=0.094385000000000011 0.086785000000000015 -0.12018999999999998 0.090900000000000009 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 1.0000000180025095e-35 0.092110000000000011 0.13404500000000005 0.080455000000000013 0.0034800000000000005 0.11093500000000002 0.021350000000000004 0.12879500000000002 0.091220000000000009 -0.016164999999999995 -0.080924999999999983 -0.084034999999999985 0.084050000000000014 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 -0.17952999999999997 0.086245000000000016 -0.10519499999999998 -0.075944999999999985 -0.24955499999999997 0.11548000000000001 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 4 10 7 8 -6 9 17 -2 14 11 12 13 -1 15 28 -5 18 19 -4 -3 -22 23 -23 -20 -25 -27 -19 -7 -18
right_child=1 20 3 16 5 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 29 27 24 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00058836438017722777 0.0018249206630031052 -0.0015377305425764202 0.0014535038206018658 0.0010631868391676328 -0.0017016662612696226 0.00019550388313970232 -0.0019094690120054179 0.00029203425336612473 -0.0016910959811771212 0.0019021570123474343 -0.0015198445238657331 0.0015751553382250141 0.0012507480960964839 -0.0011634238263898695 -0.00094816496218521587 0.0019585681389001426 -0.0010397227792270404 0.0019861273730485906 -0.0014959035478105448 -0.0019092419600378399 0.0017419515273983885 -0.0018593387157169138 0.0012217570803344281 0.001484379201348229 0.0015572648245023852 -0.0019164495978283053 -0.00014620119592415319 -0.0015799983527633884 0.0016222080965327119 0.00026227851595437532
leaf_weight=0.52866941597312755 1.1649491694988681 0.41864893911406431 0.32450050988700241 0.51202957890927825 0.36201589135453094 2.5896919416845772 0.26945029955822963 0.62166297808289517 0.10357955517247308 0.61702300189062942 0.33455590758239839 0.49380790506256733 0.48098881030455221 0.70181946677621454 0.41723437188193191 0.46545344498008479 0.7458298582350833 0.057572651654481777 0.77427274192450546 0.11810337917995639 0.32544912444427643 0.36455120658502105 0.36820023506879795 0.20383781171403992 0.088103213114663959 0.36919843195937718 1.4907865541172178 3.0361982722242851 0.3704087568912654 0.760574821382761
leaf_count=39 245 22 12 13 91 181 39 39 4 72 51 23 10 51 12 26 56 1 425 92 16 18 29 9 5 54 85 1341 40 20
internal_value=0 0.000271638 -0.000515965 -0.000754065 0.000568744 0.000327291 0.000482603 -0.00105094 0.00153783 0.000627126 0.0001439 0.000396301 5.61694e-05 -0.000410782 0.000422399 0.000589334 -1.56511e-05 -0.00124074 -0.000593774 0.000556197 -0.000262029 -9.0963e-05 -0.000304267 -0.000535649 -0.00118398 -0.000301834 -0.000497587 -0.00151364 0.000374033 -0.00038235
internal_weight=0 9.90048 9.57869 7.03885 6.35981 5.09128 4.72926 5.02041 1.26853 4.45981 2.53984 2.20529 1.71148 1.23049 3.84279 3.42555 2.01843 4.39875 1.30498 0.442604 3.54067 3.12202 2.79657 2.42837 0.862376 2.06382 1.85998 3.09377 2.9601 1.5064
internal_count=3121 943 2178 2004 710 461 370 1915 249 331 174 123 100 90 259 247 89 1876 534 104 233 211 195 166 430 148 139 1342 221 76
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=1 50 2 484 1374 0 3 49 15 133 2 31 47 4 50 48 2 48 43 0 49 2 2 133 43 42 47 4 13 13
split_gain=0.236152 0.22028 0.194162 0.174926 0.18409 0.230556 0.210139 0.184466 0.184323 0.177377 0.321533 0.155932 0.160914 0.262918 0.2189 0.197686 0.215253 0.221021 0.149255 0.178163 0.146674 0.186553 0.188083 0.145674 0.273018 0.13328 0.202138 0.199223 0.162671 0.131757
threshold=0.094385000000000011 0.07826000000000001 0.14753000000000002 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.12018999999999998 1.0000000180025095e-35 0.095175000000000023 0.10622000000000002 0.097845000000000015 -1.0000000180025095e-35 0.086785000000000015 -0.17966999999999997 0.11644500000000001 0.12879500000000002 0.11510000000000002 0.091635000000000008 -0.24021999999999996 -0.10607499999999999 0.0034800000000000005 0.11093500000000002 0.10097500000000002 0.083950000000000011 -0.084154999999999994 0.10256000000000001 0.10980000000000002 0.25615500000000008 -0.061684999999999997 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=1 3 11 -1 -5 -6 20 8 9 10 18 -2 13 -13 15 16 17 -15 -8 -20 21 22 -7 -21 -25 26 27 -14 -28 -30
right_child=2 -3 -4 4 5 6 7 -9 -10 -11 -12 12 25 14 -16 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.003035999286203767 0.00307036460098464 -0.0030112406398468275 0.0022759066530305184 -0.0031079936811328653 0.001796512879402475 0.000233866446576026 0.0011870847129680578 -0.0027600814252055441 -0.0030847586883095295 -0.0030830094908851384 0.0018153431725121583 -0.0028715868205953861 -0.0028427813887968024 0.00032879660644652273 -0.0026300665769875709 -0.0013348097982753399 0.0028437567420942968 0.0030839006766997497 0.00022502135420665194 -0.0029231438713441843 0.0023777418002154677 0.0019496220050012375 -0.0027254870711615219 -0.0030691907618408064 0.0028975216324838102 -0.0029312170025924391 0.0019916614728638432 3.9762319743086503e-05 -0.00180161923821586 0.00099893628016111367
leaf_weight=0.22098822639964044 0.15827225643442933 0.31240735817118537 0.40854116677655827 0.20362723837024521 0.47011265903711219 0.63737208562088132 0.28650075732730407 0.40042435453506176 0.23932137549854804 0.19279151629598335 0.58633781096432347 0.20173774585418902 0.43811576819280196 1.946363059978468 0.17272471837350156 0.33588327094912518 0.51668045300175425 0.30202493257820595 0.4960871439543556 0.55835612383089195 0.29871255526086304 0.33603202551603317 0.27649153134552762 0.1464268762501888 0.12998617792618461 0.19994520174805064 0.41440778825199232 0.42330396792385727 0.31166300846962236 0.29232553456677124
leaf_count=263 79 445 112 35 26 76 12 302 188 123 48 92 66 250 38 13 122 35 33 520 21 10 11 51 14 18 48 15 42 13
internal_value=0 -0.000563833 0.000280248 -0.000424298 -0.000314543 -0.000202015 -0.000406937 -0.000865094 -0.000577212 -0.0003268 -8.56717e-05 0.000137548 5.39891e-05 0.000448511 0.000653109 0.000835984 0.00109968 0.000698888 -0.000774844 -0.0011972 0.000491333 4.05004e-05 -0.000661493 -0.0020424 -0.000263281 -0.000605282 -0.000357886 -0.00142629 0.000545835 -0.000446173
internal_weight=0 5.79198 6.12199 5.47957 5.25858 5.05495 4.58484 3.03623 2.63581 2.39649 2.20369 5.71345 5.55518 3.47541 3.27368 3.10095 2.76507 2.24839 1.61736 1.33086 1.54861 1.2499 0.913864 0.834769 0.276413 2.07976 1.87982 0.86142 1.0184 0.603989
internal_count=3121 2178 943 1733 1470 1435 1409 1291 989 801 678 831 752 550 458 420 407 285 630 618 118 97 87 585 65 202 184 81 103 55
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=1 0 0 47 12 50 4 2 160 14 1 3 48 14 42 133 52 4 52 1446 4 3 150 16 2 15 15 16 3 48
split_gain=0.938074 0.52497 0.782655 0.494573 0.59822 0.501436 0.535102 0.420297 0.356737 0.404633 0.49473 0.396518 0.349465 0.357199 0.390044 0.335261 0.353271 0.343154 0.766846 0.299262 0.294406 0.762697 0.28024 0.441425 0.394051 0.275607 0.371699 0.274791 0.288302 0.24857
threshold=0.094385000000000011 -0.060129999999999996 -0.10607499999999999 0.086785000000000015 -0.040564999999999997 0.11392500000000001 -0.17966999999999997 0.13404500000000005 0.099315000000000014 0.062655000000000016 1.0000000180025095e-35 0.11296500000000002 0.12879500000000002 0.077685000000000018 -0.098769999999999983 0.10622000000000002 0.11434500000000002 -0.49405499999999997 0.10347000000000002 0.089705000000000021 -0.083854999999999985 -0.084074999999999997 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 -0.17952999999999997 -0.15026499999999995 0.037555000000000005 -0.12711499999999995 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 -6 12 9 10 11 -1 13 14 -8 16 17 18 -3 -2 21 -4 -5 -24 25 -25 -27 -16 -29 -12
right_child=3 15 20 22 5 -7 7 -9 -10 -11 29 -13 -14 -15 27 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.001555623824594544 0.0014908879439161978 -0.0015915315122007874 -0.0015318637694646882 -0.0013107324155646018 -0.0013445771257166966 -0.0015702574942463793 -0.00082128504026133305 0.0015575815727751673 -0.0015836518906716765 -0.0015520702346857351 0.00085403546076074006 0.00047664394867750115 -0.00088425075744617224 -0.00096766471456655504 0.00094029673892504124 -0.0012219110850386877 -0.0011668505053991146 0.00059207845349968128 0.0012605333778056358 -0.00098618513236306397 -0.0014069715961111981 0.0018762650259675348 0.001465808036398812 -0.0015657925501683621 0.00099717853719829869 0.0016521054683468705 -0.00044417655292090883 0.0012464571801533372 -0.00084207269672763676 -0.00025187035302013137
leaf_weight=0.59687071305234107 1.3755206480273043 0.56986961374059353 0.41442905593430623 0.48957977537065733 0.4207922143395989 0.34780646744184185 0.42317979922518167 0.69043690699618299 0.39137421047780652 0.37355153926182527 1.5677031376399102 0.3586974130012095 0.53224062733352173 0.38999980210792262 2.8447754922090085 0.46656168706249435 0.42572532326448698 2.5906070009805284 0.35835402086377144 0.12408808851614583 2.8154957921942696 0.24314017500728402 0.38620660267770324 0.44947011675685722 0.50380564644001413 0.21529521979391697 2.3742419698974109 0.23318233620375395 0.45564569591078896 0.68005333375185717
leaf_count=80 243 62 295 22 91 39 13 72 27 67 55 6 12 11 170 44 32 106 4 6 1378 4 16 18 29 5 143 13 40 18
internal_value=0 -0.000414916 -0.00066245 0.000187846 0.000418259 0.000212968 0.000316505 0.000442006 -0.000198961 -4.74506e-05 0.000128009 -0.000792759 0.00028414 0.000427203 0.000564688 2.66137e-06 0.000147504 0.000306521 -0.000490451 0.00128592 -0.00119202 -0.000271688 -0.000220859 -8.50544e-05 -0.000254116 -0.000461555 -0.000269891 0.00073067 -0.000135063 0.000519446
internal_weight=0 11.8524 7.44132 12.2563 7.83767 6.33806 5.99025 5.56946 3.96825 3.57688 3.20332 0.955568 4.87902 4.34678 3.95678 4.41112 3.94456 3.51883 0.928224 1.49961 3.47307 0.657569 4.4186 3.92902 3.54281 3.03901 2.58954 3.5336 0.688828 2.24776
internal_count=3121 2178 1930 943 710 461 422 331 253 226 159 86 259 247 236 248 204 172 66 249 1677 299 233 211 195 166 148 223 53 73
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=1 0 2 3 132 2 457 1374 13 45 39 9 15 2 453 160 3 11 52 14 42 13 13 4 47 12 3 16 48 43
split_gain=0.215254 0.297507 0.292988 0.212971 0.187397 0.191329 0.166145 0.180064 0.177756 0.205119 0.195437 0.188269 0.169632 0.16146 0.22743 0.153586 0.153135 0.151316 0.162652 0.150591 0.149542 0.21898 0.153967 0.146914 0.191741 0.14536 0.13513 0.170559 0.129184 0.107269
threshold=0.08592000000000001 -0.060129999999999996 0.084055000000000005 0.149315 0.079970000000000013 0.14753000000000002 0.045365000000000009 -0.035729999999999991 -0.08971999999999998 -0.080359999999999987 0.16946000000000003 -0.036024999999999995 -1.0000000180025095e-35 0.090545000000000014 1.0000000180025095e-35 0.081905000000000019 -0.084074999999999997 0.08776500000000001 0.090245000000000006 -0.46596499999999991 0.092620000000000022 0.40528500000000006 0.11596500000000001 0.24564500000000003 0.084210000000000021 0.091085000000000013 -0.073884999999999992 0.5136400000000001 -0.064549999999999982 -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 16 -4 5 6 8 -8 17 -10 11 -11 13 26 19 28 -1 18 23 -15 22 -22 -3 24 -2 -6 27 -13 -9 -14
right_child=4 20 3 -5 25 -7 7 15 9 10 -12 12 29 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022302121040599933 0.0017697488293486544 -0.00012168176865337958 -0.0030092786606917663 0.00032906375189676115 0.0031168084005497197 0.002403813579823679 -0.00079370098527238109 0.0021535499188157035 0.0033338377024960063 0.0032873987600810601 0.0033341529362881607 -0.0012227927336712348 -0.00011309353287580091 -0.0017697722620109745 -0.0027898267809484379 0.0028142134836989549 0.0015787522023595398 -0.0023846220217301189 -0.0015626055547204548 0.0012554085311748061 -0.0032852066700739635 0.0022845455889953827 0.0019365748641134814 0.0030595116654829379 -0.0032965891934551737 -0.00028663723845855619 -0.0025783908605462669 0.0028171939659982848 -0.0010371362947112573 -0.0029564507741708227
leaf_weight=0.15492892637848854 0.26907702081371077 1.4384906632476488 1.1250665429397484 0.23532155016437162 0.37394309933006287 0.33359441207721818 0.46751387149561185 0.23101617919746775 0.12567310640588436 0.10431310656713444 0.11239677621051658 0.66443947472726061 0.17174955541850068 0.20533981348853547 0.22936709015630175 0.52184158630552702 0.35107058160065197 0.13674036855809391 0.17840392858488485 0.91120985813904543 0.27118232328211878 0.097816979512572289 0.49834723724052299 0.43724242091411725 0.10606208146782592 0.19415116042364389 0.60589984667603902 0.12671812335611321 0.29329442128073413 0.63362928759306569
leaf_count=145 65 120 1364 8 90 83 32 39 6 48 6 152 30 19 16 57 50 11 24 105 75 2 22 61 9 36 82 13 21 330
internal_value=0 -0.000713492 -0.00166068 -0.00243181 0.000192218 4.64663e-05 -7.39266e-05 0.000852781 -0.000353451 -0.000676778 -0.000810647 -0.000938188 -0.00106241 -0.000684326 0.000104495 0.00158858 0.000412508 0.000762248 0.00119655 0.000699061 5.31807e-05 -0.00180874 0.000407906 0.00180248 0.000337357 0.00195365 -0.00144427 -0.000575716 0.00036871 -0.0023501
internal_weight=0 4.17222 1.86639 1.36039 7.43362 6.86552 6.53193 1.51367 5.01826 3.89074 3.76506 3.65267 3.54835 2.74297 1.34592 1.04615 0.506 1.12753 0.990785 1.11655 2.30584 0.368999 1.93684 0.812382 0.375139 0.568094 1.39706 0.791158 0.524311 0.805379
internal_count=3121 1786 1567 1372 1335 1209 1126 149 977 807 801 795 747 387 140 117 195 170 159 124 219 77 142 135 74 126 247 165 60 360
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=12 4 13 3 132 133 132 3 1 52 47 14 41 151 4 51 16 16 52 38 1 40 52 11 13 0 43 2 3 2
split_gain=1.40754 1.03073 0.923815 0.701759 0.699007 0.591186 0.550823 0.545183 0.500659 0.49392 0.501082 0.471843 0.436668 0.434953 0.574997 0.457748 0.43424 0.803758 0.412019 0.386989 0.356362 0.351976 0.319979 0.2778 0.258413 0.279101 0.275075 0.25573 0.354868 0.323679
threshold=0.079890000000000017 0.36766000000000004 -0.00051499999999999994 0.10732000000000001 0.087955000000000019 -1.0000000180025095e-35 0.082230000000000011 -0.097604999999999983 0.13021500000000003 -0.085984999999999992 0.092710000000000015 0.057600000000000005 0.078065000000000009 -0.086654999999999982 0.0061450000000000003 0.087505000000000013 -0.083539999999999989 -0.084119999999999986 -0.15275999999999998 0.10657000000000001 0.090475000000000014 0.0064400000000000004 0.091275000000000009 0.087830000000000005 0.17001000000000002 -0.10324499999999999 0.084740000000000024 0.11215000000000001 0.090900000000000009 0.116525
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -1 12 16 21 13 19 18 -11 15 -15 17 20 -2 -7 -9 -4 -12 -3 26 -26 -20 28 -16 -29
right_child=1 23 4 -5 -6 11 -8 8 -10 10 22 -13 -14 14 27 -17 -18 -19 24 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.001128415348019163 -0.0013481144977652312 0.00093306544007706481 -0.0010462230750176165 0.00029694675422819756 0.0013273981357395659 0.0011034664448003422 0.0010081689901794326 -0.0013426636324219458 0.00032170922909323667 0.00093902193986869335 -0.0011434553824707125 -0.00094815233267642033 -0.001367326724421672 -9.477423367685125e-05 0.00015140820605339669 -0.0012911973662207139 -0.0013467383913435252 0.0017733342444523877 0.00054883792551712956 -0.00016718646773184465 -0.00025913426659617537 0.00046887332423735725 9.7968150974974257e-05 -5.8480583088231821e-05 0.00026600913196864434 -0.0014199571831318757 -0.00046117804620715092 -0.00084950307156456649 0.0013197317344398542 0.00070283593269143826
leaf_weight=0.58493283553980191 0.43329550349153612 1.0473699008580291 1.5138395626563568 1.4454101747833181 0.60456701973453242 3.4581199795939033 0.33920525514986366 1.2116373111493892 0.51762672490440298 1.0437307180836777 1.0018429560586808 0.24855189328081895 0.59576660708989937 2.1517752206418685 0.94490144355222605 0.77356183435767878 3.4976315474486941 0.22778588568325853 1.6569685076829026 0.48648220719769586 0.97446824971120793 0.33281020680442441 0.58525519771501411 0.96690737642347802 0.31655863113701344 0.38990405504591752 0.67534621665254224 0.51205817610025395 0.90627860184758902 0.4481961780693382
leaf_count=64 97 43 98 25 25 316 31 513 20 35 38 10 60 56 28 33 1249 9 92 15 49 9 20 35 7 59 19 12 23 31
internal_value=0 -0.000425572 0.000154606 -0.000574448 -6.62769e-05 0.000621589 -0.000344181 -0.000694437 -0.000936246 -0.000148767 -1.09673e-05 0.000834437 -0.000312261 0.000146959 2.85352e-06 -0.000411151 -0.0010464 -0.000611212 -0.000131224 0.000946759 -0.000859675 -0.000773167 -0.00068567 0.000457097 4.22909e-05 -0.000664493 0.000256377 0.000433631 0.000723382 -0.000124953
internal_weight=0 13.9567 15.9361 11.9424 10.8188 5.11729 0.924138 10.497 6.42915 10.2143 8.3676 4.19315 4.06784 6.7805 5.73677 2.92534 5.91152 2.41389 3.47207 3.9446 2.18611 1.84665 1.5871 2.01428 3.03878 0.706463 2.33231 2.81143 1.85118 0.960254
internal_count=3121 2277 844 2199 408 436 95 2174 1840 383 276 341 334 218 183 89 1820 571 274 331 562 107 58 78 177 66 111 94 51 43
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=1 0 3 12 3 39 3 47 4 151 16 52 2 2 447 484 15 11 38 52 15 11 0 131 4 2 0 4 3 2
split_gain=0.197084 0.298125 0.192514 0.186737 0.229216 0.188456 0.186404 0.223779 0.293074 0.235391 0.220041 0.216925 0.167937 0.180886 0.157912 0.171696 0.158145 0.211437 0.157439 0.154212 0.150404 0.142628 0.135412 0.117134 0.14884 0.120359 0.113066 0.108568 0.138874 0.204159
threshold=0.077565000000000009 -0.059114999999999994 0.11296500000000002 -0.064509999999999984 0.31299000000000005 0.15619500000000003 -0.10519499999999998 0.092530000000000015 0.0061450000000000003 -0.086944999999999981 -0.15012499999999998 -0.07167999999999998 0.084055000000000005 0.083995000000000014 0.089395000000000016 0.073690000000000019 -0.03241999999999999 0.08776500000000001 0.10386000000000002 0.15116000000000002 -0.020484999999999996 -0.072629999999999986 -0.074229999999999977 0.092000000000000012 0.09173000000000002 0.14122000000000004 -0.23194499999999998 -0.49405499999999997 -0.52915999999999996 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 12 18 5 6 14 8 9 -8 -11 -10 13 -1 15 16 17 -5 20 -13 -2 -12 -19 25 -25 -9 -23 -3 -29 -30
right_child=3 27 -4 4 -6 -7 7 23 11 10 21 19 -14 -15 -16 -17 -18 22 -20 -21 -22 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0021509006563227191 0.0024796749255058884 -0.0011022205675690325 0.00047729464180226337 0.0017920587820118297 0.00299885723539933 0.0030663844910371343 0.0017488802993948891 -0.0026452683150524408 -0.00078806046692024047 0.001484457572504364 0.0025217674977467152 0.0021125725748950678 -0.0029915176396977015 0.0029828253286855238 0.0030111738148681406 0.0024705693311955681 -0.0016585048193029992 -0.002700124108854654 -0.00091676546418450067 -0.00078455359980441003 -0.00042706164425632739 0.0021162876668003698 0.00057973183983455801 -0.002995609743104065 0.0012981497297344074 0.00033542034437356819 -0.0023254768155632319 0.0030864845517640529 0.0010963845832569711 -0.0012063382091899594
leaf_weight=0.16512078262167074 0.69878783928288613 0.58644442036165889 0.2667866761330514 0.52527391657349631 0.21236735634738568 0.15815931133693073 0.23728790727909643 0.76859692975995109 0.52265424304641772 0.19635246228426595 0.061449032276868709 0.85204527253517859 0.83934485376812518 0.096398212015628815 0.20811282360227767 0.26241572597064067 0.42969204569817432 0.21459345612674952 0.23426555073820055 0.20145769289229065 0.20393125800183021 0.053168758924583615 0.23264910047873855 0.10614440572680905 0.21994069102220237 0.14239274756982923 1.1513680871721621 0.15394301526248466 0.79375843168236271 0.59917981991020497
leaf_count=128 241 35 9 37 65 25 22 115 24 11 4 81 1313 10 21 31 150 18 21 24 35 7 25 53 10 8 457 6 27 108
internal_value=0 -0.000706944 -0.00179227 0.000141965 -4.59379e-05 -0.000144752 -0.000224286 -0.000552045 -0.000144535 -0.0010023 -0.00144872 0.000780423 -0.00234228 -0.000258564 0.000565536 0.00025978 -0.000153957 0.000510806 0.00125851 0.00155857 0.00182302 -0.00190365 -0.000993991 -0.00163113 -9.95178e-05 -0.00217937 -0.00212942 -1.11551e-05 0.000402483 0.000105856
internal_weight=0 3.50098 1.36765 7.89311 6.75612 6.54375 6.3856 4.51286 3.27578 1.69963 1.46234 1.57616 1.10086 0.261519 1.87274 1.66462 1.40221 0.972516 1.13698 1.0535 0.902719 1.26599 0.447243 1.23707 0.326085 0.91099 1.20454 2.13333 1.54688 1.39294
internal_count=3121 1636 1460 1485 1188 1123 1098 816 630 501 479 129 1451 138 282 261 230 80 297 105 276 468 43 186 63 123 464 176 141 135
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=12 4 13 0 132 1 0 52 2 2 4 3 14 47 48 47 4 151 0 15 1 51 3 51 12 52 457 1 12 16
split_gain=1.07722 0.744219 0.693271 0.627718 0.554163 0.529929 0.479654 0.410888 0.409141 0.418705 0.3908 0.382424 0.370885 0.471457 0.582624 0.346872 0.462418 0.547418 0.339376 0.402599 0.33486 0.33293 0.319324 0.304731 0.286485 0.277834 0.381286 0.25784 0.399117 0.247788
threshold=0.079890000000000017 0.181285 -0.00051499999999999994 -0.060129999999999996 0.087955000000000019 1.0000000180025095e-35 -0.053834999999999994 0.13796000000000003 0.097220000000000015 0.10327000000000001 -0.014149999999999998 -0.13309499999999996 0.085220000000000004 0.081320000000000017 0.086665000000000006 0.092710000000000015 0.0061450000000000003 -0.086944999999999981 0.18019500000000002 0.19724500000000003 0.13968000000000003 0.087505000000000013 0.149315 -0.09193999999999998 0.084100000000000022 -0.07167999999999998 0.091015000000000013 0.083345000000000016 0.08401500000000002 -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=2 3 5 22 15 10 -5 -3 11 -10 -1 -8 13 -7 -15 16 17 -4 19 -11 -17 23 24 -19 27 -18 29 28 -2 -27
right_child=1 7 4 6 -6 12 8 -9 9 18 -12 -13 -14 14 -16 20 25 21 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00075061861658468716 -0.0015328775197544183 0.00036548140008085247 0.0010550645856677639 0.0011239220680591825 0.0015112437653503016 0.0014134852823989967 0.00020839619510754448 -0.0012056021412894145 0.00096495792965333306 -0.0014191281744216887 -0.0015600767924125788 -0.0015713403525514395 -0.0011811257794229432 -0.00090004350211777672 0.0012046276848819979 -0.0012174757483852112 -0.00030568631500812359 -0.0015478761803375454 0.00176989285410225 0.001670477481934459 0.0002759199800676206 -0.0014971726616405101 0.00074066102636712028 -0.00010262471290179266 -0.0013485824546530223 -0.00066790161394347759 0.0015663522926965604 0.0010925191368648596 0.0012842147265849804 0.00063950637041437764
leaf_weight=0.29969313298352063 0.47994786710478266 2.8271542319562282 0.53375512827187721 0.52284852345474098 0.48914148099720556 2.3002927597844982 0.39070068602450192 0.44646761927288015 0.68615199602209009 0.67562941007781774 0.39035255351336573 0.98390961415134304 0.18904156715143461 0.55964586604386546 0.66863967105746269 1.1786123724887145 0.91741596418432925 0.40408811345696483 0.12047434598207474 0.11420376179739833 0.49335097055882204 0.74996733595617104 0.21433371957391489 2.0637286507990225 3.5974713218747638 0.47027603909373317 0.76469716941937793 0.21120468841399997 0.15382357349153608 1.1739873900078235
leaf_count=11 166 126 18 29 25 307 20 34 17 146 51 54 7 20 40 62 23 57 1 4 10 43 6 62 1653 18 33 11 10 57
internal_value=0 -0.00046172 0.000171716 -0.000707895 -6.52157e-05 0.000668354 -0.000220294 0.000151212 -0.00045685 6.72141e-05 -0.000556521 -0.00106549 0.000895709 0.00100697 0.000245673 -0.000153344 -6.06597e-06 -0.000372368 -0.000609468 -0.000972395 -0.000776815 -0.000609145 -0.00107374 -0.000339275 -0.00116127 0.000407055 0.000678492 -0.000363813 -0.000849137 0.000265574
internal_weight=0 11.4243 13.6467 8.1507 9.23902 4.40767 3.49392 3.27362 2.97107 1.59646 0.690046 1.37461 3.71762 3.52858 1.22829 8.74988 7.07792 3.75154 0.910308 0.789833 1.67196 3.21778 4.65678 2.46782 4.44245 3.32638 2.40896 0.844976 0.633771 1.64426
internal_count=3121 2277 844 2117 408 436 271 160 242 168 62 74 374 367 60 383 311 180 151 150 72 162 1846 119 1840 131 108 187 176 75
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=1456 123 1456 1 42 3 52 52 42 49 160 133 150 16 48 42 2 2 0 41 15 3 2 457 133 12 151 4 1429 15
split_gain=0.189056 0.1869 0.218771 0.199064 0.218849 0.181621 0.218305 0.224068 0.286125 0.200796 0.251643 0.208993 0.227308 0.234072 0.200696 0.169243 0.169165 0.168994 0.332996 0.313712 0.186557 0.19456 0.157043 0.14047 0.134141 0.117317 0.11008 0.131826 0.0987845 0.0937079
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.122185 0.11275500000000001 -0.10023499999999998 -0.092399999999999982 -0.081429999999999989 -1.0000000180025095e-35 -0.069799999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.071854999999999988 -0.089814999999999992 -0.088934999999999986 0.091265000000000013 0.10613000000000002 0.15398500000000004 0.079885000000000025 0.079055000000000014 -0.10217499999999997 0.14285500000000004 0.084365000000000009 -0.080849999999999991 -0.093619999999999995 0.06617000000000002 0.24564500000000003 -0.060529999999999994 -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=23 2 3 4 5 17 -7 16 -9 -10 14 -12 -13 -14 -11 -3 -8 18 19 20 -2 -22 26 -1 -17 -26 27 -5 -16 -15
right_child=1 15 -4 22 -6 6 7 8 9 10 11 12 13 29 28 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029271500029006722 0.0017566321437766817 -0.0013815684908244673 -0.0029175001500136 0.00019691630250864525 -0.0026864351454839136 -0.0022381386188110555 -0.00043413344683987978 -0.0028403892723107352 -0.0018272195454639125 0.0028567014074749922 -0.0029163849954251995 -0.0020753121344065351 0.0019648171607895061 -0.0015595671213947855 0.0028998485696366755 -0.0014313580553302963 0.0028112909353549464 0.0016804378457951146 -0.0023409480799407314 -0.0023296841315543779 -0.0029523479556507106 0.0029946568583690027 0.0029311413789114569 0.00080739154408169134 0.00073059574330768462 0.0029031321578533889 -0.0014583298978697405 0.0025023947245031127 -0.0026721745356579557 0.00054438004315515189
leaf_weight=0.32977371447486703 1.0131227192759946 0.1974860662012361 0.23760782049794293 0.76290219801012404 0.30707186138897657 0.54941221106855387 0.23561737580166386 0.40916485400520963 0.57895898752030728 0.071448637347202748 0.14248710763058525 0.22006572570535299 1.0374056495638773 0.25575483296415769 0.02844171819742769 0.11111290921689942 0.31746057572308928 0.67847416969016183 0.40480865235440422 0.25097781445947465 0.15566489839693531 0.065948639676207566 0.25682921354018606 0.11417483058176003 0.37027602834859863 0.48143415570666614 0.2133301539288367 0.28756660837098025 0.46194616037246161 0.58829440215778772
leaf_count=277 107 23 269 48 167 279 46 543 88 7 184 28 106 25 2 19 18 101 18 32 64 5 79 11 41 179 9 63 227 56
internal_value=0 -3.41248e-05 -0.000167997 -9.76973e-05 -0.00028555 -0.000186796 -0.000514641 -0.000296812 -0.000548355 -0.000271287 4.97648e-05 0.000484601 0.000715195 0.00104159 -0.001687 0.0010655 0.0014287 0.000438069 -7.79389e-06 0.000627915 0.00122909 -0.00118261 0.000862492 -0.0019667 0.00156742 0.00195863 0.000442101 0.000828043 -0.00234901 -9.31357e-05
internal_weight=0 10.6911 9.53076 9.29316 7.77253 7.46546 4.89646 4.34705 3.79397 3.3848 2.80584 2.24401 2.10152 1.88145 0.561837 1.16031 0.553078 2.569 1.89052 1.48571 1.23474 0.221614 1.52063 0.443949 0.962823 0.85171 1.2638 1.05047 0.490388 0.844049
internal_count=3121 2833 2571 2302 2103 1936 1609 1330 1266 723 635 399 215 187 236 262 64 327 226 208 176 69 199 288 239 220 120 111 229 81
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=1 123 47 12 3 3 457 50 2 4 11 16 42 48 2 16 133 16 1 0 0 48 2 148 48 150 14 4 43 15
split_gain=1.23185 0.693532 0.665092 0.559284 0.522165 0.574423 0.727289 0.477559 0.393095 0.368681 0.45786 0.344162 0.452115 0.309894 0.397142 0.32217 0.306189 0.272049 0.504235 0.236656 0.522149 0.233282 0.233291 0.230784 0.306976 0.254744 0.293378 0.241137 0.199259 0.192734
threshold=0.10439500000000002 1.0000000180025095e-35 0.085770000000000027 -0.040564999999999997 -0.12018999999999998 0.090900000000000009 0.082380000000000009 0.11720500000000002 0.14285500000000004 0.23246000000000003 0.080455000000000013 -0.0083599999999999976 0.075730000000000006 0.12879500000000002 0.11474000000000002 0.061255000000000011 -1.0000000180025095e-35 -0.061854999999999993 0.12337000000000002 0.12500000000000003 -0.0058249999999999994 0.082620000000000013 0.10381000000000001 -0.080634999999999984 -0.032929999999999994 0.091105000000000005 -0.46885499999999997 -0.029144999999999997 -0.0047449999999999992 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 21 8 13 10 11 19 -13 14 23 -16 -3 18 28 20 -1 22 -7 -5 -25 26 -26 -28 -4 -18
right_child=2 16 17 7 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 29 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0013220050643373334 0.001308923253011605 -0.0012360509175078217 -6.5348773773247907e-05 -0.0011823742355250206 -0.0012257192335182537 -0.00017989962607159595 0.00057052784831121927 -0.0015800461457817282 0.0015435514067659996 0.0010923644681136004 -0.0015531603594463898 0.0010137042145500763 -0.00060136057550450289 -0.00086667741785520145 0.0015487054007531891 -0.00049772934494927263 0.0012372525720599102 -0.0010321341438087341 0.00076156198147161037 -0.0017562830635090637 0.0011639579208708294 -0.0015927844455030519 -0.0012349634929533497 0.001325171961105391 -0.0011227765424086089 -0.0011085650027097545 -0.00074288137028498641 0.00082424751844530064 -0.0011378509098430311 1.8795211745599484e-05
leaf_weight=0.50621483183931559 0.87997178005753074 0.27463369956240047 0.65070029394701112 0.39043332822620946 8.952543096616866 1.1141918394714592 1.0255047054961322 0.40552079887129355 0.41704436356667418 0.35400778776966024 0.78951377212069918 0.81264573230874415 0.78524279687553644 0.78113912511616934 0.70832246681675304 0.23640366387553513 0.52080740174278606 1.8273223845753817 0.76723490213043977 0.42936455644667149 0.31630512606352656 0.83994924626313139 0.85219679307192553 0.38185429433360818 0.33749371021986152 0.49344038823619474 0.29294896044302787 0.99326921068131468 1.0323491629678758 0.70265220536384632
leaf_count=46 197 21 22 9 1989 44 32 19 53 15 82 35 27 15 66 14 53 92 40 5 10 34 21 19 5 13 42 49 30 22
internal_value=0 -0.000777201 -0.000126685 0.000186241 -0.000865559 -0.00101522 -0.000523418 4.56555e-06 0.000132258 -0.000386424 -0.000530272 -0.000246886 0.000220021 4.73187e-06 0.000182265 0.00103662 0.000212347 -0.000588864 -0.00025829 -0.00084284 -0.000366013 -0.000923172 -0.000637145 -9.70718e-05 7.24909e-05 -0.000153445 0.000136812 0.000467318 -0.0007232 0.000537473
internal_weight=0 18.2758 10.5954 6.31784 16.7777 12.7844 3.83184 5.43787 5.03235 3.99329 3.63929 2.84977 1.59789 4.61531 3.83417 0.944726 1.49809 4.27761 2.45028 1.25188 0.82252 2.80634 1.96639 2.88944 2.49901 2.11715 1.62371 1.28622 1.68305 1.22346
internal_count=3121 2436 685 501 2340 2120 131 304 285 220 205 123 62 232 217 80 96 184 92 61 56 99 65 137 128 109 96 91 52 75
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=1 12 0 3 3 39 47 4 3 48 1 4 128 151 50 42 2 3 43 40 159 12 46 1446 16 0 150 48 13 394
split_gain=1.22582 0.700669 0.674783 0.695216 0.614317 0.524173 0.497076 0.857543 0.451947 0.407378 0.402249 0.578643 0.382599 0.377767 0.368725 0.352549 0.340124 0.311384 0.359874 0.339489 0.290632 0.35826 0.281403 0.324677 0.264287 0.255355 0.309386 0.320541 0.244614 0.238709
threshold=0.091615000000000016 -0.064509999999999984 -0.060129999999999996 0.086245000000000016 0.31299000000000005 0.15619500000000003 0.092530000000000015 -0.033174999999999989 -0.10519499999999998 0.12879500000000002 1.0000000180025095e-35 0.04735000000000001 0.088305000000000008 -0.085369999999999988 0.041865000000000006 0.092620000000000022 0.11548000000000001 -0.10831999999999999 -0.17390999999999998 -0.066419999999999993 0.083335000000000006 -1.0000000180025095e-35 0.089105000000000018 0.088645000000000015 0.41221000000000008 -0.23091999999999999 0.087380000000000013 -0.032929999999999994 -0.47860499999999995 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 20 -8 14 -1 13 22 -12 16 17 25 -4 -19 -20 21 -3 23 29 -17 -9 -27 -28 -21 -2
right_child=1 4 15 -5 -6 -7 8 9 -10 -11 11 -13 -14 -15 -16 24 -18 18 19 28 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0011508037039890421 -0.00034720240402944522 0.0013720548505642106 0.00048626669504329783 -4.3804794609752156e-06 0.0013061524574814755 0.0013599541201575343 0.00041684744411979024 0.0011527945130244801 -0.00075621669890728999 -0.00081125940796762414 0.00079760856507653374 0.0011121852547678892 -0.0009721590750043724 -0.00098705832222178405 -0.00056973232207558353 -0.0013346516768555777 0.0011915778369979259 0.00077257829416693387 0.00047275663474005453 -0.00013337507462022946 0.00051087153038005236 -0.0012403406317213121 -0.00049280640289249371 -0.00069353544832127291 0.00041745957458311418 0.00053910379330592115 0.00036065516068768655 -0.00083778584036636511 -0.001330254708415116 0.0012348112970521955
leaf_weight=3.512509452062659 0.17105900123715567 0.093815317377445084 1.9419197691604493 2.0049757626838982 0.56879470008425492 0.4124906053766616 0.67768064304254982 0.545816768426448 2.7444963856833056 0.51547343470156182 0.22779337654355902 0.33607778442092229 0.20671148085966695 1.4181977908010592 0.59807220450602461 0.52641572774155054 0.94983509182929982 0.46069012023508538 0.42366288974881161 0.46043668873608079 0.23494038940407325 1.1731286810827442 0.2365746316500007 0.1779780015349387 0.19531762797851115 1.9738268218934516 0.73768979404121637 0.73955390928313114 0.7314601807156601 2.0408692730125031
leaf_count=1425 8 2 55 58 64 25 21 22 147 8 16 14 10 317 36 63 73 9 8 8 23 230 9 8 14 67 20 25 82 254
internal_value=0 0.000137646 -0.000412629 -0.000652754 1.4438e-06 -6.36719e-05 -0.000117133 6.69544e-05 -0.000523919 0.000282604 -0.000889346 -0.000426006 0.000712878 -0.000740073 0.000384295 -3.26977e-05 0.00049964 0.000115988 -0.000230334 -0.000516322 -0.000803214 -0.0010469 0.000845495 0.000977972 -0.00086049 0.000335205 0.000205896 -0.000239321 -0.000867893 0.00111247
internal_weight=0 14.7988 12.2395 7.49955 11.9656 11.3968 10.9843 7.56215 3.42218 6.06027 5.49458 1.98207 2.83319 1.64599 5.54479 4.7399 4.94672 4.01817 2.07625 1.61556 1.50188 1.26694 2.62648 2.38991 0.721733 3.99689 3.45107 1.47724 1.1919 2.21193
internal_count=3121 1052 2069 1830 763 699 674 506 168 251 1772 347 289 333 243 239 207 162 107 98 255 232 279 270 77 134 112 45 90 262
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=1 50 12 38 133 158 3 3 12 43 151 483 156 47 159 4 10 43 1 0 124 150 51 9 133 43 4 2 150 150
split_gain=0.188581 0.210624 0.173839 0.203413 0.173129 0.190228 0.179431 0.221773 0.209259 0.171909 0.161005 0.158231 0.157871 0.174508 0.170275 0.199187 0.173046 0.152077 0.191926 0.150624 0.157261 0.180219 0.238079 0.155689 0.165518 0.180603 0.16949 0.141244 0.140087 0.130384
threshold=0.098700000000000024 0.07826000000000001 -0.064509999999999984 0.10657000000000001 0.10622000000000002 0.084765000000000021 0.10299500000000002 -0.12018999999999998 0.092355000000000007 -0.17390999999999998 -0.50825999999999982 0.10018500000000001 0.11896500000000002 0.091680000000000011 0.085545000000000024 -0.013514999999999998 0.039530000000000003 -0.074359999999999996 0.13869000000000004 -0.23091999999999999 -0.085309999999999983 0.086615000000000011 0.081440000000000026 -0.036024999999999995 0.083950000000000011 -0.088704999999999992 -0.082594999999999988 0.17025000000000004 -0.082924999999999985 0.12187000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -9 -4 12 13 14 15 -12 29 -15 -19 -11 -21 22 23 -22 -25 -26 -27 -6 -7 -17
right_child=2 -3 10 -5 27 28 -8 8 -10 19 11 -13 -14 17 -16 16 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00070089594598484492 0.0024928501049025385 -0.0025912068452689811 -0.0029329311511486541 -0.00076571959377343731 -0.0029654995254574969 0.0030167046126871582 0.0013761605144433382 0.001968132997017322 -0.0029380057579143732 0.0012307141430512238 -0.0011838782707832274 -0.0027476465552531693 -0.0021901616306302949 0.00075692643959501804 0.0027707753738417445 0.0020326065226233588 -0.00077695353597823839 -0.002146481537566961 0.001000368377063859 0.0013717363919070504 0.003028865003242258 -0.0029560224353701405 0.0015022633302153225 -0.0024042147541309461 -0.0029615016223295326 0.0030933226838678251 -0.0023487814887598229 0.0030106125910732725 -0.0027814159270655803 -9.4244180247146985e-06
leaf_weight=1.3538094367249862 0.55118344834772859 0.36915865222545097 0.14576329535339017 0.22639845544472337 0.307571449651732 0.038918048143386841 0.64050451206276182 0.22562445359653827 0.31673123604559794 0.30269177100854028 0.43718263895425513 0.15089349832851429 0.20694513035414264 0.53125265438575298 0.33743912648060348 0.9791577406285803 0.35899737034924317 0.56604563165456034 0.22766025364398956 0.21758240925555705 0.063760319724679992 0.39757657043810457 0.30792126301093947 0.73241583637718444 0.11353849596343935 0.16333787798066624 0.067858331487514079 0.037130296230316162 0.33876550184504584 0.35760204971302301
leaf_count=107 240 483 16 18 286 1 28 20 266 23 97 32 60 34 76 125 16 65 19 32 3 117 49 508 65 4 101 1 205 24
internal_value=0 -0.000473356 0.000284743 0.00154409 -0.000334383 -0.000204664 -5.22075e-05 -0.000266824 -0.000717181 -0.000445838 5.69542e-05 0.00016189 0.000271585 0.000405814 0.000860332 0.000558092 0.00100719 -0.000441631 -0.00124386 -0.000675971 -0.000955593 -0.00122985 -0.000756165 -0.00136569 -0.00162582 2.79285e-05 0.00149601 -0.00232177 -0.00218395 0.00148633
internal_weight=0 5.9949 5.07652 0.777582 5.62574 5.28104 4.90335 4.26285 2.90904 2.59231 4.29894 4.15318 4.00228 3.79534 2.47038 2.13294 1.69576 1.32496 0.793706 2.36668 2.06399 1.84641 1.44883 1.14091 1.07715 0.344735 0.231196 0.344702 0.377684 1.33676
internal_count=3121 2299 822 258 1816 1529 1323 1295 1188 922 564 548 516 456 338 262 165 118 84 902 879 847 730 681 678 170 105 287 206 149
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1446 52 376 47 50 4 3 4 4 52 1 12 4 1 12 15 43 1 43 48 48 51 2 11 3 12 49 1177 15
split_gain=1.08892 0.583788 0.640668 0.565418 0.555396 0.552309 0.480001 0.604501 0.526362 0.45914 0.550018 0.383166 0.379869 0.372843 0.325432 0.320497 0.504148 0.457193 0.472817 0.407791 0.284075 0.306913 0.270317 0.306506 0.392902 0.263876 0.24785 0.238044 0.209241 0.200573
threshold=0.094385000000000011 0.091555000000000011 -0.24456499999999998 1.0000000180025095e-35 0.086785000000000015 0.07826000000000001 -0.15289999999999995 0.090900000000000009 0.40124500000000002 -0.49405499999999997 0.10347000000000002 0.13501500000000002 -0.040564999999999997 -0.033174999999999989 0.10557500000000002 0.084100000000000022 -0.0063699999999999989 -0.072534999999999988 0.079415000000000013 -0.51144999999999985 0.12879500000000002 0.09111000000000001 0.089355000000000004 0.11474000000000002 0.076160000000000019 -0.10519499999999998 0.080890000000000017 -0.080859999999999987 -0.085989999999999997 -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=5 2 -2 4 12 6 9 8 15 10 -1 25 -4 14 -14 16 27 -18 -19 -17 21 22 23 24 -15 -6 -11 -8 -21 -27
right_child=1 -3 3 -5 11 -7 7 -9 -10 26 -12 -13 13 20 -16 19 17 18 -20 28 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0016189678327128579 -0.00078557875220615066 -0.0015543563386322657 0.0014367926511078617 0.0014345569274467509 0.00040637922503591797 -0.0015509378968681852 -0.00035317947713422494 0.0002009599660178972 0.0016155466582419955 0.0011262206343738413 0.00033530379331458591 0.0010138626417576621 -0.001571370666618494 8.8844896194843805e-05 0.00022313284361520533 0.0004380218245591302 0.0012551521584925186 -0.0016688002430011663 0.00044427189796500616 0.00088521782573946822 -0.00055066537671141574 0.0016352934671304508 -0.00037374858140212992 0.0014852214067367969 0.0015955600538307606 -0.00041439509202095988 0.00010275579345095881 -0.0015202058811369815 -0.0014779973139702072 -0.0013870626049943104
leaf_weight=0.66896666074171685 1.3461184760089953 0.45529063546564508 0.86302194301970026 1.0155861285747967 0.63619046378880817 1.0206939465715539 0.65518312866333861 1.8739706343039868 0.20930748246610154 0.91779180150479023 0.69799751264508814 0.47498547099530686 0.40974197199102125 2.0037075972650218 0.57758428622037172 0.31766201241407355 0.53867213649209578 0.45405050728004581 0.56209601182490587 0.091828847187570228 0.5369425369426607 0.62648602528497566 0.72696973127312947 0.81266551604494441 0.51627158187329758 1.6519858693936846 1.4445756063796578 1.12880917172879 2.7540228971047362 0.72288823232520316
leaf_count=48 151 30 141 132 17 445 34 42 5 23 13 19 70 79 26 14 23 74 28 13 10 35 22 82 20 53 43 140 1233 56
internal_value=0 0.000159643 0.000220037 0.000336986 0.000231423 -0.000462259 -0.000372027 -0.00057242 -0.000788357 8.93137e-05 -0.00062108 -0.0002717 0.000479383 0.000346337 -0.000521589 -0.000865738 -0.000532914 0.000108128 -0.000499924 -0.001217 0.000510403 0.000631983 0.00047715 0.000662762 0.000397528 -0.000474494 0.000500377 -0.00109161 -0.00140174 -0.000710465
internal_weight=0 13.3764 12.9211 11.575 10.5594 13.3356 12.3149 8.5856 6.71163 3.72933 1.36696 3.48605 7.07339 6.21037 0.987326 6.50232 3.33881 1.55482 1.01615 3.16351 5.22304 4.6861 4.05961 3.33264 2.51998 3.01106 2.36237 1.78399 2.84585 2.37487
internal_count=3121 943 913 762 630 2178 1733 1606 1564 127 61 145 485 344 96 1559 299 125 102 1260 248 238 203 181 99 126 66 174 1246 109
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=4 11 1456 1213 475 403 151 474 142 480 14 51 15 48 2 1374 155 48 159 457 44 0 0 16 1 13 452 2 31 52
split_gain=0.190618 0.196598 0.203311 0.17985 0.226817 0.20081 0.176052 0.195585 0.186879 0.158638 0.157165 0.152608 0.1971 0.216451 0.152469 0.143572 0.150056 0.170764 0.162695 0.156351 0.143494 0.143584 0.322018 0.195352 0.204044 0.171719 0.135929 0.135453 0.129086 0.169751
threshold=0.27044500000000005 0.080455000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083259999999999987 -0.27559499999999998 -1.0000000180025095e-35 -0.073359999999999995 0.084710000000000021 0.08840000000000002 0.11144500000000002 -0.23032499999999997 -0.064549999999999982 0.11362000000000001 0.093235000000000012 0.088610000000000008 0.13723000000000002 0.10519500000000001 0.5717850000000001 0.082070000000000018 -0.10607499999999999 -0.076234999999999983 -0.014754999999999999 0.077565000000000009 -0.53104499999999988 0.085195000000000007 -0.18970999999999996 -1.0000000180025095e-35 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 -2 -8 -9 10 15 12 -10 -14 -15 16 17 18 19 20 21 23 28 24 -7 -24 -1 -3 -23 -30
right_child=6 27 3 5 -6 9 7 8 11 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0040128694741231432 -0.0033631467224477189 0.0027977989037976181 0.004044576810992238 -0.0039915465779409619 -0.004016060927548565 -0.0024987439230947212 -0.0043588525102023811 -0.0037875867890916413 0.0037955295535084372 -0.0039953925984168946 -0.0036586307645933556 -0.0015062786944698725 0.004020724951412839 -0.0023266231434504675 0.0019279355193293143 -0.00340088304162681 -0.0032188616714670711 0.0035376064603859941 -0.0028453063765081243 -0.0040675784200504602 -0.002880901542065102 0.0041670785769523057 -0.0041336547016114318 0.003513772004263515 0.0013239450185424237 0.00099024186927373394 0.004130697464413309 -0.0040196572931809884 -0.0036068425742343865 0.00041975843743567319
leaf_weight=0.3263067284569815 0.14032125473022494 0.053021328116301447 0.065729588270187378 0.19619974611850644 0.34435831672453421 0.25787636238965239 0.093291884288192128 0.098132315790280811 0.71310603417805374 0.1477236600985633 0.16593576420564193 0.18941456766333442 0.24387780064716935 0.30834620678797364 0.23442998743848875 0.1657883014413527 0.18207316762709513 0.27001351449871425 0.24843225163931482 0.11955608520656813 0.1896641474450006 0.050190916692368304 0.10759449936449561 0.53406237688613645 1.5343735208152791 2.6609914015280207 0.035980701446533203 0.35191042401129458 0.55633015562489208 0.2356559375039069
leaf_count=279 15 5 4 343 441 39 3 4 213 165 25 17 50 34 29 32 102 29 100 7 21 3 3 56 90 291 1 134 390 196
internal_value=0 -0.000420861 -0.000290329 -0.000158911 -0.00272409 -2.09049e-05 0.000933327 0.00125391 0.00154688 8.39983e-05 0.000166793 0.00185678 0.00228153 0.000909073 -0.00048904 0.000256039 0.000343313 0.000439189 0.000310375 0.000435885 0.000523764 0.000632529 0.000136187 0.00140292 0.000773921 0.000791114 -0.00320409 -0.00312699 -0.00201683 -0.00240873
internal_weight=0 8.79977 8.39484 8.03255 0.410088 7.62246 2.02092 1.8806 1.78731 7.42626 7.27854 1.68917 1.49976 0.786654 0.542776 7.1126 6.94681 6.76474 6.49473 6.2463 6.12674 5.93708 3.61076 2.32631 1.79225 2.76859 0.362287 0.404932 0.842177 0.791986
internal_count=3121 2756 2617 2337 445 1892 365 350 347 1549 1384 343 326 113 63 1359 1327 1225 1196 1096 1089 1068 883 185 129 294 280 139 589 586
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=4 12 151 132 151 48 1 457 4 13 3 13 12 2 2 4 48 50 1374 15 133 1429 2 48 1 48 14 457 13 160
split_gain=0.730435 0.544684 0.496313 0.404103 0.420761 0.379967 0.360914 0.318891 0.290419 0.270733 0.374471 0.358654 0.342061 0.34524 0.568797 0.322102 0.254904 0.248375 0.201685 0.226751 0.263166 0.20166 0.193928 0.26926 0.262812 0.258336 0.216974 0.192072 0.272145 0.19187
threshold=0.27834500000000006 0.079890000000000017 -0.27559499999999998 0.081465000000000024 -0.086654999999999982 0.092265000000000014 0.13021500000000003 0.088350000000000026 0.033845000000000007 -0.084034999999999985 -0.097604999999999983 -0.084319999999999992 0.09141500000000001 0.10497000000000002 0.097845000000000015 0.23246000000000003 0.092065000000000022 0.11875500000000001 -0.094929999999999987 0.082685000000000022 -1.0000000180025095e-35 0.087935000000000027 0.113445 -0.064549999999999982 0.11230000000000001 0.14257500000000004 0.077685000000000018 0.3138450000000001 -0.0025349999999999995 -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 3 -2 4 16 18 7 9 27 11 -11 12 21 14 15 -14 -1 22 -6 20 -20 -3 23 -4 -25 -24 -26 28 -7 -22
right_child=2 6 17 -5 5 8 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 29 -23 25 24 26 -27 -28 -29 -30 -31
leaf_value=0.0013898861397340797 -0.0014292310696209715 -0.0014192156021291817 0.0016076269621223035 0.0010644288368661082 -0.0016703379106809304 0.0015438074873609258 0.00081025105514609592 0.00065652318781980984 -0.00051645214206601155 -0.00055597082691918615 -0.0015815660774196167 0.0014299487118413228 -0.0016435304774044825 -0.0010763102052396404 0.0016272467207645316 0.00074107435997203437 -0.00039058044436886166 -0.00087334397110641995 -0.0013677096610789409 -0.0015287347636369945 -0.0014370680784069059 0.0012625612385248862 0.0015768738478233312 -0.00040799180579176086 0.0015934203078142915 -0.00076301772989449028 -0.00036987881574781882 0.0016779284024846948 -0.00026898787499826437 -3.0133974591287329e-05
leaf_weight=0.68251509172841895 0.29408004460856352 1.0284244390495594 0.4227597708813845 0.81449734047055233 0.32616796251386393 0.3158830334432422 0.43952341622207303 0.427851385436952 0.6429991025943308 1.864928397699259 1.6631739651202218 0.24353681103093539 0.33694936969550304 0.59258370881434519 0.50813544186530635 0.23916524648666382 0.28003499726764858 0.22987066255882371 0.4832044708309694 0.39361720927990962 0.25803100457415018 0.074240097688743734 1.0529998148558659 0.81376824423205085 0.4208127572783269 0.13101277127861966 0.20756910741329193 0.40172126051038504 0.57997395901475091 3.3080532228341344
leaf_count=54 15 493 31 52 10 34 28 64 37 251 1226 22 44 35 13 7 21 14 53 42 26 13 167 24 79 8 2 15 31 210
internal_value=0 -0.000259876 0.000526412 1.20107e-05 -9.97163e-05 -0.000239101 -0.000570912 -0.000657895 0.000347133 -0.000743738 -0.00103944 -0.000398628 -0.000558846 -0.000111812 0.000415323 -0.000653598 0.000871894 0.000701817 -0.000477645 -0.000390085 -0.000279401 -0.00123866 0.000820575 0.000504789 0.000181497 0.00131796 0.000944897 0.000775072 0.000370212 -0.000131935
internal_weight=0 15.9052 3.57287 8.4867 7.6722 6.70965 7.41851 6.97899 1.94058 6.55114 3.5281 3.02304 2.7795 1.67683 1.08425 0.576115 0.96255 3.27879 4.76907 4.44291 4.04929 1.10266 3.04892 1.86491 1.44215 1.18401 0.628382 1.29758 0.895857 3.56608
internal_count=3121 2781 340 585 533 458 2196 2168 117 2104 1477 627 605 99 64 51 75 325 341 331 289 506 311 136 105 175 81 80 65 236
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=150 484 15 474 51 1374 1374 3 48 11 43 43 133 160 13 3 3 456 160 133 13 447 2 51 40 52 1 13 12 13
split_gain=0.179923 0.225419 0.241177 0.210363 0.187127 0.177277 0.196472 0.233082 0.193384 0.157207 0.172741 0.251986 0.197686 0.184109 0.20651 0.153149 0.167947 0.158651 0.15378 0.171289 0.16783 0.147609 0.194265 0.149931 0.139885 0.145256 0.178661 0.129501 0.177744 0.139304
threshold=0.081835000000000019 -0.0068949999999999992 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.097240000000000007 -0.094929999999999987 0.090900000000000009 0.095425000000000024 0.08776500000000001 -0.074359999999999996 -0.00045499999999999995 -0.032969999999999992 -0.082299999999999984 -0.084034999999999985 -0.52915999999999996 -0.23446499999999998 0.090170000000000014 0.0030550000000000004 -0.25159999999999993 -0.53104499999999988 0.089395000000000016 0.092235000000000025 0.086685000000000012 -0.082239999999999994 0.11008000000000001 0.13075500000000004 -0.10664 0.10149500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 8 21 -2 10 12 -12 -4 -14 -15 -13 -17 18 19 -18 -21 22 -8 -24 -16 26 -26 28 -22 -29
right_child=5 2 9 4 -6 -7 7 -9 -10 -11 11 15 13 14 24 16 17 -19 -20 20 27 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0026584000672050913 -0.0034575084529391521 -0.0039432263806198466 0.00331003298140956 0.0030496815939246493 -0.001919269901079281 -0.0036076275217529125 -0.0012519842811267942 0.0033295485968628811 0.0011035299862622921 -0.0033168073098776025 -0.0031469196639392011 0.0035068093462996184 -0.0030456658222273694 0.0025631515280083407 0.0035451799068367371 -0.0039127044220402052 -0.0036396173160507129 -0.0036920153494439632 -0.0023425760338315186 -0.0025016841299800021 0.0029720680322019651 0.003516172442785217 0.0027843073616644152 -0.0011208855611674097 -0.001725257814892917 0.002980364748805777 0.0015479362591958217 -0.0036081898736661003 -0.0005253597821707381 0.00033897940665170455
leaf_weight=0.54199984493607178 0.24161597511556543 0.079355575144290924 0.26739014357735902 0.59924665970902413 0.11751983789145015 0.11958229258016206 0.63158682661014587 0.56805673713097338 0.24042853247374296 0.24369390141509928 0.52854503867274649 0.12077350344043258 0.22616251681756772 0.43700735505262889 0.11562032613437678 0.18942250058171417 0.14920641526987566 0.18096087063895527 0.38366077243699681 0.24263065285049634 0.54669617832405792 0.19484361202921707 0.42159044710570015 0.18267219336121343 0.93882278668752206 0.13380121311638515 0.28085384890437126 0.12848197073617784 0.28741288470337167 1.1846702387265295
leaf_count=475 41 1 36 196 12 19 152 75 11 78 591 6 170 66 34 22 143 13 42 14 47 30 66 26 331 14 7 222 12 169
internal_value=0 -0.00041722 -0.000252667 0.00161915 0.00223498 0.000674266 0.000880667 0.00137827 -0.00118261 -0.000478941 -0.000369897 -0.00083349 0.000391754 2.57962e-05 0.00039023 -0.000475323 -0.000621365 -0.000420492 -0.000217938 0.000103098 0.000336764 0.000603518 0.00014431 0.00160374 -0.000256141 -0.000580867 -0.000971542 0.000657495 0.00176694 -4.72211e-05
internal_weight=0 7.92394 7.38194 0.796122 0.716766 2.60038 2.48079 1.99875 0.482045 6.58581 6.34212 3.94246 2.39966 2.13227 1.90611 3.41392 3.29314 3.10372 2.92276 2.5391 2.38989 1.43069 1.23585 0.604263 1.4691 1.35348 1.21968 2.14726 0.834109 1.31315
internal_count=3121 2701 2226 209 208 420 401 349 52 2017 1939 1281 658 622 452 690 684 662 649 607 464 274 244 92 386 352 338 450 59 391
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=160 1 158 133 4 4 52 49 49 15 3 43 1213 1429 12 3 47 47 39 47 50 4 48 2 457 0 15 3 2 12
split_gain=0.171277 0.174331 0.175347 0.150076 0.210488 0.263343 0.237908 0.207215 0.229109 0.3627 0.186025 0.183001 0.180877 0.169272 0.148592 0.179558 0.170682 0.159579 0.155198 0.162587 0.196083 0.186439 0.202624 0.206793 0.119353 0.164692 0.118248 0.179109 0.118022 0.115438
threshold=-0.40698999999999991 0.091615000000000016 0.084765000000000021 0.10622000000000002 -0.15289999999999995 -0.49405499999999997 0.10347000000000002 -0.086009999999999989 -0.048674999999999989 -0.008624999999999999 0.092670000000000016 -0.077319999999999986 -1.0000000180025095e-35 0.084990000000000024 -0.064509999999999984 0.31299000000000005 0.086785000000000015 0.10980000000000002 0.15619500000000003 0.13148500000000005 0.11392500000000001 -0.17966999999999997 0.12879500000000002 0.11548000000000001 -0.072694999999999996 -0.23091999999999999 -0.090344999999999995 -0.091869999999999993 0.17025000000000004 -0.015429999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 26 -10 11 12 -11 -13 16 18 -3 -18 19 20 21 -16 23 24 -23 -26 -9 -28 -5 -27
right_child=1 14 -4 28 7 -7 -8 8 9 10 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.0024287091668355075 -0.0033617510054920752 0.0028275327280350188 -0.0033310319330854547 -0.0033636926001837488 -0.0033743590900680532 0.0020188112120792892 0.0011027215957868295 0.002528414653363517 -0.0031524717907543687 -0.00335721547181826 0.0030680141860726993 -0.0024970297507865892 0.0022434920276447855 0.0033426518079244533 -0.0029809189423695365 0.0033127103008046663 -0.0022387952853265476 0.001991050830403073 0.0033783419310994892 -0.0019800616888223949 -0.003328404787685803 -0.0025667098300931985 -0.0021306294684457039 0.0027352769384451601 0.003075788648653004 -0.0025990331410623299 0.0031495279341857054 -0.0033211723765051607 0.0034008280165429752 0.00042141566200763043
leaf_weight=0.33847321617940984 0.24230258041643538 0.50890215529943805 0.22994902262871608 0.26283991268428497 0.29152771307417369 0.81468972712173016 0.27714012190699577 0.35985093834460713 0.57339973962370994 0.077631055493839085 0.18668280454585329 0.46112273202015885 0.3194095763028596 0.060854639858007431 0.1825075550732439 0.18134333271882486 0.18867406051140279 0.19795018038712442 0.13984937951317977 0.46484136814251531 0.17345916520571325 0.14535473025171297 0.30249370873207215 0.45630243595223863 0.24247012927662748 0.14712040848098995 0.07844744750764221 0.11316428349527985 0.031256310641765594 2.0006677590281425
leaf_count=240 55 240 185 303 66 49 5 19 506 36 12 521 70 4 100 64 18 29 25 40 65 15 16 89 23 9 5 45 1 266
internal_value=0 -4.72062e-05 -0.000533665 -0.000378677 -0.000205853 0.000851304 -0.000979805 -0.000765066 -0.00042404 -0.00102849 7.29789e-05 -0.000535411 0.00114842 -0.00181621 0.000352427 0.000105594 0.00157523 -7.31297e-05 -3.10879e-05 -0.000146952 8.64772e-05 0.000256842 0.000436211 0.000695728 0.000328696 0.000504769 0.00141639 -0.000672013 -0.00264476 0.000214519
internal_weight=0 9.7122 4.38027 4.15032 3.85622 1.33413 0.519443 2.52209 2.23056 1.6791 1.1057 0.919018 0.397041 0.521977 5.33194 4.43641 0.895526 0.386624 4.25507 4.11522 3.65038 3.47692 3.29441 2.99192 2.53561 2.39026 0.551463 0.191612 0.294096 2.14779
internal_count=3121 2881 1882 1697 1393 109 60 1284 1218 1149 643 631 106 525 999 712 287 47 648 623 583 518 418 402 313 298 69 50 304 275
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 12 42 1 42 43 151 42 52 3 52 43 160 4 41 3 1 43 16 0 15 2 50 15 47 2 48 15 1 15
split_gain=0.719356 0.56809 0.413566 0.497593 0.501325 0.409718 0.408991 0.405318 0.395399 0.387568 0.384433 0.380517 0.366264 0.303031 0.276311 0.420898 0.319681 0.522726 0.264056 0.428608 0.325057 0.281936 0.257523 0.252501 0.199776 0.278663 0.223849 0.278942 0.340384 0.185639
threshold=0.27044500000000005 0.051320000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.04890499999999999 -0.27559499999999998 -0.095284999999999995 -0.15275999999999998 0.30112000000000005 -0.085984999999999992 -0.23229999999999998 -0.090969999999999981 0.24564500000000003 0.075585000000000013 -0.10831999999999999 0.089875000000000024 0.13895500000000002 -0.008904999999999998 -0.14226499999999997 -0.074054999999999996 0.10402500000000002 0.11875500000000001 0.19724500000000003 0.12794000000000003 0.113445 -0.064549999999999982 -0.47006499999999996 0.11249000000000002 -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=1 5 13 4 8 7 -2 -1 -4 10 -7 -10 -13 -3 15 -14 17 -17 20 -20 21 29 24 -6 25 26 -8 -28 -29 -12
right_child=6 2 3 -5 23 9 22 -9 11 -11 18 12 14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00063426876208448851 -0.0014420190817623522 -0.0017696611224049322 -0.0017524101499634607 0.0013737365916934919 -0.0017193348789166826 -0.0013930262671721244 0.0017742695654582514 0.0010281533426180435 0.0014701026055619379 0.0009524456035498813 -0.00090737134328948291 -0.001752259792293149 0.00094372921491852365 0.00059335312346562902 -0.0017726666638106085 -0.0012561986520277157 0.0010260878098892043 0.00082550512304809659 0.0018278184324022194 -0.00026326981548905368 -0.001249486807392015 0.0011171696766748805 -0.00077065923673744262 0.0010428750394352094 -0.00076087392726044228 0.0017184740061372366 0.0017666699162268195 -0.00098493473987582795 0.00096382975069726708 0.00036058248743524627
leaf_weight=0.57468212360981885 0.2766565149649981 1.2143194073287338 0.49780170913436617 0.4363979932386427 1.2084234162757637 0.91215711680706579 0.38246566476300348 1.8957931680488398 0.40944282384589481 0.76265216688625503 0.8812355380505319 0.45361003983999015 1.0555609259754444 0.18851825420279045 0.2734161210246383 1.3353813364810636 0.39667578897206102 0.49796718236757431 0.46827949723228812 0.79533176717814613 0.98285620030947018 0.48650873953010876 0.30389789305627335 0.10844181012362231 0.20251929759979237 1.0744108777726067 0.29700439644511778 0.61308057687710993 0.48092351201921701 0.57294360641390107
leaf_count=27 15 704 188 22 489 106 31 163 12 64 54 210 40 10 34 439 37 14 14 43 41 24 15 4 11 169 60 33 31 17
internal_value=0 -0.000268521 -0.000596259 -0.00041634 -0.000541596 4.9129e-05 0.000584446 0.000641441 -0.000287242 -0.000200496 -0.000372929 -0.000122305 -0.000284792 -0.00145211 -9.77571e-05 4.16237e-05 -0.000385379 -0.000690774 -0.000150705 0.000511663 -0.000436993 -2.55073e-05 0.000751585 -0.00149187 0.000903239 0.00102158 0.000599383 0.000276341 -0.000128259 -0.0004078
internal_weight=0 16.4084 8.07596 6.67312 6.23672 8.33244 3.63096 2.47048 4.91986 5.86196 5.09931 4.42205 4.01261 1.40284 3.559 3.28559 2.23002 1.83335 4.18716 1.26361 2.92354 1.94069 3.3543 1.31687 3.0504 2.84789 1.77347 1.39101 1.094 1.45418
internal_count=3121 2756 2203 1489 1467 553 365 190 974 363 299 786 774 714 564 530 490 453 193 57 136 95 350 493 335 324 155 124 64 71
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=1 15 12 38 3 50 158 51 151 457 133 3 12 157 483 47 4 43 1374 1 4 52 4 13 16 1429 48 455 2 16
split_gain=0.815791 0.555657 0.497156 0.438951 0.413077 0.412953 0.427432 0.397244 0.39452 0.372477 0.410552 0.429478 0.375155 0.388284 0.341171 0.324134 0.453476 0.319461 0.314103 0.347937 0.667231 0.327676 0.586653 0.299523 0.29359 0.352779 0.29132 0.288694 0.26723 0.340508
threshold=0.098700000000000024 0.084050000000000014 -0.064509999999999984 0.10657000000000001 0.16158000000000003 0.07826000000000001 0.084765000000000021 -0.10748999999999999 -0.40381499999999992 -0.0029299999999999994 0.10622000000000002 0.10299500000000002 0.096295000000000019 -0.084489999999999996 0.10018500000000001 0.090280000000000013 -0.013514999999999998 -0.074359999999999996 -0.094929999999999987 0.077565000000000009 -0.067104999999999984 0.10024500000000001 -0.49013999999999996 -0.28558999999999996 -0.062804999999999986 0.083420000000000008 -0.088719999999999979 -1.0000000180025095e-35 0.092120000000000021 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -1 -4 26 11 12 13 -11 15 16 -10 -17 -15 20 21 22 -20 -3 -21 -26 -9 -25 29 -24
right_child=2 23 4 -5 -6 -7 -8 9 14 10 -12 -13 -14 18 -16 17 -18 -19 19 24 -22 -23 28 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0015703280975897709 0.0013752954753740705 0.0013068325052306639 -0.0016013007960420985 -0.00042717391955495652 0.0011411701089902649 -0.0013803017572767745 -0.0012897774888367803 0.0010238978799731869 -0.00062151082081231767 -0.0015904835409944482 -0.0012377627839905742 0.0011753461053494721 -0.0014383849726407464 -0.0012499392377382662 -0.0015385244374502562 0.00029628856989389896 0.00058500774918682848 -0.00087762436769904517 -0.0016203284342742707 0.0013288159634108239 -0.0011056545830228919 0.0017305607664401701 0.00077293753844873765 0.0016898099131856582 -0.00029631636936127076 0.0013362682639645033 -0.0015988329741517034 -0.0014093188237339115 0.0013941192879867667 -0.0016766832900446805
leaf_weight=0.40222294768318256 1.3738310350454401 0.11383768264204253 0.37954683578573067 0.42580235749483097 0.75775625172536809 0.71281007479410696 0.74059377418598238 0.12548012513434514 0.94612447917461251 0.2949489236925692 0.51539135142229486 0.93706294964067627 0.38245491718407709 0.32393315772059761 0.3221177365630864 0.96580082387663457 3.6061527614947413 1.319999872241169 0.34814445511437941 1.1342205684632065 0.95631031948143475 0.39833626791369159 0.40031556418397929 0.075349748134612926 0.92069916974287458 0.48681423394009471 0.54203271301230049 1.796309359371661 0.60462024249136448 0.20718014985322952
leaf_count=135 240 3 17 18 83 264 135 10 138 66 63 20 61 10 30 45 176 75 15 45 198 6 65 1 80 22 101 983 13 3
internal_value=0 -0.00038387 0.000209782 0.000948822 4.94928e-05 -0.000240745 -0.000157183 -6.3778e-05 -6.02225e-05 6.86472e-06 0.000100756 0.000194043 5.16547e-05 0.000145453 2.14668e-05 9.49525e-05 0.00033425 -0.00038162 0.000234028 0.000322123 -4.36226e-05 0.000474928 0.000154364 -0.00113598 0.000741567 0.000268343 -0.00110581 -0.00128455 0.000664092 -6.24804e-05
internal_weight=0 12.4191 10.0971 1.79963 8.2975 10.4336 9.72076 8.98017 7.53974 8.57795 7.91043 7.39504 6.45798 6.07552 7.1602 6.83808 4.55228 2.2858 5.78057 5.45664 2.91491 1.9586 1.56026 1.9855 2.54173 1.40751 0.667513 1.87166 1.21212 0.607496
internal_count=3121 2299 822 258 564 1312 1048 913 481 778 667 604 584 523 464 434 314 120 457 447 300 102 96 987 147 102 111 984 81 68
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=31 2 123 45 14 1447 0 0 48 4 1 47 128 9 43 13 151 16 1426 15 133 0 11 15 16 15 38 1 4 159
split_gain=0.167389 0.177558 0.189043 0.16533 0.192388 0.164524 0.160977 0.358316 0.147151 0.182566 0.166354 0.174288 0.13572 0.175663 0.135698 0.183392 0.132569 0.195111 0.118056 0.167662 0.123268 0.13495 0.130578 0.156038 0.212897 0.214479 0.198051 0.225614 0.170815 0.112465
threshold=-1.0000000180025095e-35 0.098260000000000014 0.087755000000000014 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.10607499999999999 -0.074229999999999977 0.086260000000000017 0.0052350000000000009 1.0000000180025095e-35 0.078875000000000015 0.082695000000000005 1.0000000180025095e-35 -0.074359999999999996 0.097995000000000013 -0.5145249999999999 -0.54165499999999989 -1.0000000180025095e-35 -0.44764999999999994 0.10622000000000002 -0.23194499999999998 0.081790000000000015 -0.074054999999999996 -0.008904999999999998 -0.024814999999999997 0.10208000000000002 0.09253500000000002 -0.08713499999999999 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -3 8 29 10 -10 -5 -12 13 14 -9 -16 -7 -18 -19 -20 21 -21 23 26 28 -26 27 -23 -25 -8
right_child=1 2 -4 4 -6 16 7 12 9 -11 11 -13 -14 -15 15 -17 17 18 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0036721408449102472 0.003777401591810428 -0.0036605824675746837 0.0030067828005897741 -0.0023530192816444691 -0.0037545718588065874 -0.0034610916257629388 0.0021677045972305631 0.00062933755367400475 -0.0032866694626564603 0.00049530322151691689 0.0024070424290852793 -0.00052363874216542166 -0.0036943560608244264 0.0032939363813179858 -0.0021543741402421141 0.0028798260232704366 0.0036302337154428014 -0.0038733768120870686 0.003176674305171134 -0.003323517349584912 -0.0026087377716998345 -0.0036169701482009035 -0.0022576610166260779 0.0019984951798030204 -0.0032990631549851702 0.001630349794010765 -0.0028670746367216835 0.0034779625540504963 -0.0024184396531023809 -0.0029700784759890443
leaf_weight=0.14812466398870938 0.10924748866818657 0.14299611323804162 0.32484850796754461 0.17590845457743753 0.25749523103877425 0.11930426384788084 0.058590217406162437 0.93590552370005753 0.2928646787040633 0.38525345805101097 0.77818765788106226 0.40073389350436628 0.1324923484789905 0.19906563719268877 0.65014175826946041 0.11033788695931435 0.22939235455123785 0.090690019511386555 0.24502863397356289 0.1303035595919958 0.20820987188199058 0.064929790212775562 0.21624734757642716 0.14452223619446158 0.13009666479775006 0.99540357549266101 0.092997819985612296 0.58314172129030339 0.54277372735669183 1.0661495336389628
leaf_count=86 5 49 104 50 80 16 25 111 23 23 57 34 29 41 178 5 40 30 60 17 76 88 69 14 66 98 9 112 88 1438
internal_value=0 -0.000194778 0.000359612 -0.000620216 -0.000708479 0.000141136 -0.000557224 -0.00106804 0.000234951 -0.00113805 0.000922164 0.00141086 -0.000161572 8.53704e-05 -0.000291145 -0.00142396 0.000284459 0.000406095 0.000191369 0.000301288 7.4644e-05 0.000267274 0.000436181 0.000664281 9.36787e-05 0.00106056 0.00206008 0.00276713 -0.00148966 -0.00270244
internal_weight=0 9.81326 4.26089 5.55237 5.44313 3.93604 5.18563 3.15268 2.03295 0.678118 1.35483 1.17892 2.02794 1.89545 1.69639 0.76048 3.79304 3.67374 3.44434 3.35365 3.10863 2.90042 2.77011 2.55387 1.8128 1.1255 0.741069 0.648072 0.687296 1.12474
internal_count=3121 3035 936 2099 2094 832 2014 1827 187 46 141 91 364 335 294 183 783 767 727 697 637 561 544 475 266 164 209 200 102 1463
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=1456 124 38 1456 52 1 14 133 1366 151 4 13 13 12 49 1 16 2 2 133 47 12 4 52 1 15 34 14 1 2
split_gain=0.153237 0.149151 0.251158 0.173977 0.157856 0.211761 0.216944 0.162823 0.171338 0.145723 0.157016 0.172137 0.187411 0.148206 0.140794 0.147863 0.188191 0.228904 0.18327 0.165794 0.140066 0.136946 0.16907 0.132621 0.129505 0.143001 0.126914 0.193669 0.126799 0.121677
threshold=-1.0000000180025095e-35 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 -0.24164999999999998 0.13686500000000004 0.076175000000000007 -0.25159999999999993 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.53104499999999988 -0.47860499999999995 0.092355000000000007 -0.10774499999999999 0.094465000000000007 -0.0087049999999999992 0.092755000000000018 0.089885000000000007 0.039215000000000007 0.11635500000000001 0.084100000000000022 -0.083854999999999985 -0.081429999999999989 0.11588000000000001 0.41531000000000007 -0.11726499999999999 -0.46885499999999997 0.098700000000000024 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 28 4 20 6 7 -6 -9 -10 11 -11 -13 14 -14 16 17 18 21 29 -3 22 -16 -24 25 -15 -12 -28 -2 -18
right_child=1 3 -4 -5 5 -7 -8 8 9 10 26 12 13 24 15 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022447936954141305 0.00072603571241301051 -0.0029464715873259045 -0.0032059003379816338 -0.0033508218150566111 -0.003175071609919295 0.0023083607969780519 -0.003477468120619962 -0.0032798117563163239 -0.0030364366266792632 -0.0033411121735929844 -0.0011230375709126237 0.002656346368811899 -0.0020757096675986771 -0.0023832563830109409 0.0030914004330700536 0.0014709835427590585 -0.001123322914434218 -0.0031568318873202682 0.0019376945208171863 -0.0011329501014099661 4.9103661159249277e-05 -0.0033660909491732096 0.0011328433968567266 -0.0033694529162527319 0.00064741998598985052 0.0035195677994601985 -0.00091403738143991929 0.0029760896146472575 0.0033603855828679575 0.0024430910735209151
leaf_weight=0.36364194301859143 0.46431035522255015 0.39121370673819722 0.12437594166840427 0.18839724052668305 0.17502129950298506 0.43087133539665945 0.20583418689784583 0.16408664356276581 0.15360041416715642 0.16380406357347777 0.16978192050009966 0.30817337124608268 0.2634979193389867 0.64579591598885588 0.13362970398156904 1.0921284008654764 0.1278175003535742 0.35142153561173473 0.34545184540911578 0.28463887021644041 0.31277853307256009 0.20022686131414957 0.12807702831923962 0.16897051445266453 0.30344519176287577 0.049181956797838211 0.18658867705380544 0.60324617323931295 0.36215992005600128 0.63951489947794471
leaf_count=288 58 266 26 268 148 120 53 35 42 7 8 10 50 427 19 103 44 52 60 37 36 500 12 45 23 1 15 116 173 79
internal_value=0 -3.59014e-05 0.00121509 -0.00018119 -0.000106535 3.90953e-05 -0.000103354 9.56457e-07 8.66985e-05 0.000174117 0.000254103 2.54622e-05 0.000134836 -2.93162e-05 0.000275947 0.000454426 -1.20993e-05 -0.000847374 -1.6127e-05 0.00104217 -0.00161556 -0.00108594 -2.58756e-05 -0.00142821 -0.00117139 -0.00196553 0.00149444 0.0020571 0.00188041 0.00184902
internal_weight=0 9.13804 0.950846 8.1872 7.9988 7.29481 6.86393 6.6581 6.48308 6.31899 6.16539 5.20578 5.04197 4.7338 3.73538 3.47188 2.37975 1.32778 0.976356 1.05197 0.703992 0.630904 0.430677 0.297048 0.998423 0.694978 0.959617 0.789835 0.82647 0.767332
internal_count=3121 2833 257 2576 2308 2006 1886 1833 1685 1650 1608 1469 1462 1452 1001 951 848 688 636 160 302 576 76 57 451 428 139 131 231 123
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=3 31 39 52 52 147 376 4 2 1 12 49 43 16 160 0 0 15 2 16 0 42 131 453 1375 457 2 47 2 48
split_gain=0.154487 0.146317 0.144593 0.158596 0.136327 0.178315 0.157237 0.156953 0.137494 0.176871 0.17685 0.16679 0.193528 0.184626 0.136956 0.161618 0.218978 0.198156 0.147911 0.147539 0.175837 0.147105 0.133411 0.128461 0.129291 0.214359 0.126397 0.152422 0.164664 0.229179
threshold=0.30112000000000005 -1.0000000180025095e-35 0.15619500000000003 -0.24164999999999998 0.19022000000000003 1.0000000180025095e-35 0.088470000000000007 -0.49405499999999997 0.090425000000000019 0.13743000000000002 0.11527000000000001 0.27293500000000009 -0.081374999999999989 0.22339500000000004 0.10210000000000001 -0.10607499999999999 -0.084044999999999995 -0.11713499999999999 0.079055000000000014 -0.53943499999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.10340500000000001 1.0000000180025095e-35 -0.43996499999999994 0.088350000000000026 0.113445 0.090100000000000013 0.10097500000000002 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 -1 3 22 6 -6 7 -5 9 14 11 12 -10 23 15 17 -17 -9 -19 -18 21 -21 -3 24 -14 26 27 28 29 -26
right_child=-2 2 -4 4 5 -7 -8 8 10 -11 -12 -13 13 -15 -16 16 19 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029018028353239725 0.0016204152646542419 -0.0021831832295301614 0.0029283052745427141 -0.0018998459113722074 -0.0019146080406204568 0.0024567493296052704 0.0022663477826716286 -0.0025194500084540659 0.0020907009269807838 0.0029430485989642425 -0.0028065153606378988 -0.002519258145350874 -0.001670968111013357 -0.0024910421526524095 -0.0029068096386280669 -0.0026831232591473806 -0.0030818908475261377 0.0021639981915665741 -0.00012755996145519195 -0.0029049092488603453 0.0025639109198104144 0.00023908565700560145 0.0010862116208664586 -0.0020977660804821913 0.0014192392367115749 0.0028207031506947734 0.0016762495659315652 0.0027729497315596616 -0.0016312059782549336 -0.0025145520576253253
leaf_weight=0.1240651276893886 0.40781688272545658 0.55935121813672317 0.11719032379915084 0.37874048632511037 0.6038451257336418 0.087229880969971418 0.23488477137288999 0.16364312882069498 0.6010804113611824 0.11842599231749762 0.13801498413522484 0.14388865907676507 0.17988073825836437 0.18092412310943462 0.19910098823311262 0.46720710030785717 0.13384867087006569 0.41396579827414559 0.51788058680540416 0.16349355378042674 0.19018429538118653 0.47387366005569842 0.12466665309329983 0.14667029306292523 0.53983102828351437 0.37375967571279023 0.49512039285036724 0.14275820806506079 0.48533269039035076 0.15589983732206747
leaf_count=78 132 348 23 57 341 5 37 30 159 12 63 23 3 37 73 601 2 25 62 271 30 221 20 15 169 51 115 13 75 30
internal_value=0 -0.000179558 -0.000224372 -0.000268285 -0.000151558 -0.00136284 -3.26267e-05 -0.000111996 -6.60293e-06 -0.000476083 0.000365718 0.0004928 0.000624083 0.000297603 -0.000624774 -0.000444766 -0.00107805 0.000381081 0.000890448 -0.000298033 0.00015223 -0.000567393 -0.00158732 0.000497874 0.000658333 0.00084942 0.000444357 -1.63807e-05 -0.000353534 0.000537753
internal_weight=0 8.65476 8.53069 8.4135 7.72949 0.691075 7.03841 6.80353 6.42478 2.84162 3.58316 3.44515 3.30126 2.70018 2.7232 2.5241 1.42861 1.09549 0.931846 0.9614 0.827552 0.637367 0.684018 2.51925 2.37258 2.1927 1.81894 1.32382 1.18106 0.695731
internal_count=3121 2989 2911 2888 2520 346 2174 2137 2080 1327 753 690 667 508 1315 1242 1125 117 87 524 522 492 368 471 456 453 402 287 274 199
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=14 124 38 3 3 39 42 48 132 1213 160 456 4 43 52 1373 133 133 1 2 3 43 41 156 1 0 484 51 1374 0
split_gain=0.136135 0.157171 0.233122 0.183094 0.146394 0.154873 0.170073 0.14867 0.153239 0.138394 0.139195 0.146224 0.139363 0.164261 0.112576 0.111733 0.111395 0.10948 0.144848 0.267329 0.110756 0.104452 0.201193 0.0949489 0.0897974 0.0876686 0.0859394 0.147378 0.117055 0.147095
threshold=0.08840000000000002 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -0.12018999999999998 0.16946000000000003 -0.11051499999999999 -0.064549999999999982 0.081240000000000021 -1.0000000180025095e-35 -0.40698999999999991 1.0000000180025095e-35 -0.51843499999999987 -0.25681499999999996 -0.43320999999999993 0.099250000000000019 0.111585 0.092470000000000011 0.086105000000000015 0.084055000000000005 0.10732000000000001 0.084740000000000024 0.078065000000000009 0.088775000000000007 0.098700000000000024 -0.036484999999999997 -0.0068949999999999992 0.14842000000000002 -0.094929999999999987 -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 24 4 7 6 -6 -3 21 -8 -11 12 -12 -14 -15 16 17 18 19 -16 -21 22 -9 26 -1 -10 27 -20 -28 -30
right_child=-2 3 -4 -5 5 -7 9 8 25 10 11 -13 13 14 15 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00093916467086272186 -0.0029490285203357443 0.0029044564272271822 -0.0030262864710235062 0.0023801730797161349 -0.0031466824532227307 0.0032554163177645782 -0.0031968265757905817 0.0010279318934747598 -0.00027780138014855867 -0.0032012020395795118 -0.0033012314099095238 -0.0026771517341049851 0.0023955326333424723 -0.003198127242082478 0.0014044785638788889 -0.0032435823810466279 -0.002659851007670909 0.0022404464688011686 -0.0023090750235486585 -0.0032217844278348037 7.2257323365474774e-05 -0.0015782135557584234 -0.0023388480255812872 -0.0014612961488073175 0.0032036729658261676 0.0031860511909961283 -0.00091682951502200939 0.0028189991843554328 0.0021880619799700459 0.00024439932975660116
leaf_weight=0.40753007883904402 0.16727032094786487 0.22125121444696594 0.11123136381502263 0.27070762759831257 0.26091171762527565 0.10551765645504918 0.18692272751650207 0.78859285253565559 0.10932023084023967 0.17378415421262516 0.13885833104722944 0.24783070202829538 0.25937303065438655 0.12465131612407221 0.2708629803091841 0.11291742972389318 0.15624297342583293 0.22430017499573285 0.22791161740315224 0.43450632516760379 0.13584447186440229 0.45233961733174499 0.23316615901421756 0.26837133419758163 0.31459807431383524 0.22982298728311423 0.33529663481749672 0.075691773556172848 0.74196686124196309 0.84362099837744464
leaf_count=55 43 25 26 109 131 23 432 157 36 179 20 164 38 146 65 19 258 71 75 462 6 36 38 55 173 23 14 5 73 164
internal_value=0 -4.82246e-05 0.00126475 -0.000191618 -0.000286213 -0.000563782 -0.000640986 0.000440338 0.000139667 -0.00050915 -0.000403873 -0.000298151 -0.000162627 -5.91445e-05 -0.000220239 -0.000123259 -2.84065e-05 8.71364e-05 -5.77278e-05 -0.00120023 -0.00243722 -0.000304328 0.00025963 0.000327808 0.00192571 0.0020695 0.000543653 -0.00103059 0.000792468 0.00115393
internal_weight=0 8.46394 0.83336 7.63058 7.35988 5.32538 5.21987 2.03449 1.81324 4.95895 4.77203 4.59825 4.35042 4.21156 3.95218 3.82753 3.71462 3.55837 3.33407 0.841214 0.570351 1.4741 1.02176 2.49286 0.722128 0.339143 2.22449 0.303603 1.92088 1.58559
internal_count=3121 3078 254 2824 2715 2400 2377 315 290 2246 1814 1635 1471 1451 1413 1267 1248 990 919 533 468 231 195 386 228 59 331 80 251 237
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=1 47 12 4 50 3 480 3 4 2 11 0 42 43 16 49 14 48 42 16 151 148 52 2 1 159 50 47 47 3
split_gain=0.501925 0.373497 0.403849 0.371117 0.393589 0.368579 0.33913 0.333698 0.317364 0.291318 0.274104 0.269772 0.252973 0.260042 0.249524 0.232798 0.211836 0.253455 0.216222 0.254443 0.211198 0.208651 0.208478 0.206587 0.334548 0.198596 0.335489 0.233707 0.328771 0.170483
threshold=0.094090000000000021 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 -0.12018999999999998 -1.0000000180025095e-35 0.090900000000000009 -0.083854999999999985 0.13404500000000005 0.080455000000000013 -0.13455999999999999 -0.088934999999999986 -0.079109999999999986 -0.11676499999999999 0.0034800000000000005 0.077685000000000018 0.12879500000000002 -0.098769999999999983 0.033715000000000009 -0.016164999999999995 -0.080634999999999984 -0.080979999999999983 0.11093500000000002 0.080000000000000016 -1.0000000180025095e-35 0.089280000000000012 0.13148500000000005 0.10980000000000002 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=5 2 6 -4 9 10 -2 8 12 16 15 22 -7 -14 -15 23 17 18 -5 21 -9 -20 -10 24 -1 -3 27 28 -27 -22
right_child=1 25 3 4 -6 7 -8 20 11 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0009736399652766597 -0.0019617707452341585 -0.0015296036884063014 -0.0016688668404611234 -0.00085493115672515539 -0.0019177536045107599 -0.0019492188330635935 0.0018236865610211652 0.0011724209647812874 0.00061283701275573828 0.0019138741117294598 -0.0015405471101919712 -0.0017048393419714816 0.0010112996125890468 0.0011406660599195394 -0.0019149640907445227 0.0016501512495010931 -0.0011086666943674012 -0.00095816835989878755 -0.00032056485054454724 -0.00033542849991982762 -0.0012088149127746602 0.0014186720165239193 -0.0011688635897442031 0.0012705399877605244 0.0012212535975461704 -0.00069057922424606256 0.0016309587468077516 -0.0013927722141762334 0.00094648443268379248 0.00015434135595600068
leaf_weight=0.79672102490440078 0.091458022594451793 0.40956021612510118 0.33070541927008879 0.28575790952891278 0.24419422983191896 0.23333811841439445 1.0304954756866207 0.42016431409865607 0.37267204781528562 0.48546182899735857 0.27776922838529561 1.9723033458576558 0.61040060099912796 0.14178824238479126 0.28659183718264103 0.44982743554282922 0.31843476253561664 0.37169362977147091 0.28524376824498432 0.49499532120535139 0.51758071372751124 1.7280759442364759 0.62244656169787038 0.40423038462176908 0.35690665064612404 1.0849407881032682 0.3391862423159181 0.59689209866337467 0.72736211784649629 0.8781977507751435
leaf_count=59 3 55 91 13 43 122 248 13 15 72 51 1493 53 3 165 23 11 12 20 54 50 154 52 10 31 65 30 28 56 26
internal_value=0 0.000213497 0.000502848 0.000252943 0.000403768 -0.000431083 0.00151511 -0.000674388 -0.00096384 0.000546577 0.000213573 -0.00130134 -0.000176563 0.000221623 -0.00090359 0.000456261 0.000356068 0.000503401 0.000697833 0.00087473 1.37251e-06 0.00117226 -0.000501616 0.000111528 -0.000294589 -0.000305706 -0.000123322 -0.000370304 -3.35488e-05 -0.000351142
internal_weight=0 8.82446 5.66652 4.54456 4.21386 8.34094 1.12195 6.05548 4.23954 3.96966 2.28545 2.96742 1.27212 1.03878 0.42838 2.00769 3.4842 3.16577 2.79407 2.50832 1.81594 2.01332 0.995119 1.55786 1.15363 3.15794 2.74838 2.4092 1.8123 1.39578
internal_count=3121 955 721 470 379 2166 251 1992 1903 336 174 1560 343 221 168 123 264 253 241 228 89 174 67 100 90 234 179 149 121 76
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=150 15 50 484 2 8 403 475 155 160 52 403 15 0 15 47 47 40 1375 0 15 42 16 1429 4 0 1 43 151 159
split_gain=0.530325 0.581993 0.45184 0.438358 0.406504 0.401107 0.38887 0.438389 0.307187 0.307987 0.365404 0.403293 0.367615 0.584065 0.39371 0.326505 0.575147 0.28605 0.284306 0.253036 0.683605 0.250346 0.362579 0.241557 0.238742 0.236745 0.270498 0.251909 0.234478 0.233669
threshold=0.081835000000000019 -0.24436499999999997 0.11843500000000001 -0.0068949999999999992 0.090675000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 0.088610000000000008 -0.091944999999999985 0.10744000000000002 0.090990000000000015 -0.016799999999999995 0.15398500000000004 0.084050000000000014 0.13148500000000005 0.11170500000000001 0.064905000000000018 -0.43996499999999994 0.16094000000000003 -0.052074999999999989 0.086665000000000006 -0.27167499999999994 -1.0000000180025095e-35 -0.5956499999999999 -1.0000000180025095e-35 0.091785000000000019 -0.074359999999999996 -0.089594999999999994 0.10382000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 -2 7 -5 9 17 11 12 15 14 -14 16 25 24 -6 20 -12 22 -16 -1 -8 26 -11 -28 -26 -9
right_child=4 3 -4 6 18 -7 8 29 -10 10 19 -13 13 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00070948984449176124 -0.00045089374699232505 -0.0011443440412433491 -0.00090236742417916895 0.0013283275185637946 -0.00061259547224434884 0.0013998801107925265 0.0014616071613787415 -0.0013505846090030255 -0.0013840771460486353 -0.0013781763458347595 0.0013812760595289326 -0.0013786471903776936 0.00073940365007904205 -0.00093746328448857704 0.00078501667427633575 -0.0013052065424801345 0.00087775417357844829 0.0014069871468852004 0.00078560379589351804 0.001516986811613255 -0.0014063362752354321 0.00061799790057066319 -0.0012060044003997681 0.0010639978952337774 0.0012318251444530079 0.00073507127856815694 0.00053681937624010375 -0.00069696552480445675 -0.0013257959759560498 0.0011918796759292807
leaf_weight=0.15877583541441698 1.5435564812214568 1.0699058948084719 0.3290891705546527 0.14035768422763784 0.29863344482146192 0.24897570675238956 0.06872744858264912 1.118888763419817 0.36246910580666813 0.6667903811321606 0.37274812266696244 0.44979561568470749 2.4066538849729135 0.69189748703502107 0.23450519458855779 0.58438015449792136 0.69849294598679978 0.10074614547193039 2.4562435125699271 0.42486632987856865 0.28361397789558285 0.45130365871591493 0.58572232112056277 1.229118088027463 0.070607364643364923 0.24732783669605352 0.42666260595433403 1.0452629188075659 0.93057193554704742 0.070344535168260225
leaf_count=3 189 454 21 6 4 18 1 653 152 167 22 176 153 19 9 23 37 4 209 5 49 62 133 206 4 10 37 37 253 5
internal_value=0 -0.000218906 0.000523109 -0.00031326 0.000307702 -0.000193829 -0.00024174 -0.000933273 -0.00015893 -0.000117584 -3.74465e-05 -0.000131808 -6.20454e-05 0.000203079 0.000417624 -0.000377837 -0.000202143 -0.000772707 0.000634037 0.000703393 0.000176749 -0.000191414 -0.000636766 0.00086111 -0.000977954 -0.000518273 -0.000663214 -0.000339332 -0.00114542 -0.00120019
internal_weight=0 15.2196 1.71698 13.5026 4.54741 1.79253 12.4327 1.32959 11.1031 10.7407 9.57002 8.4888 8.039 4.37008 3.67819 3.66892 3.08454 1.17065 2.75488 1.08123 0.656362 1.27153 0.820228 1.38789 1.06991 2.38604 2.13872 1.47193 1.00118 1.18923
internal_count=3121 2701 230 2471 420 207 2017 664 1353 1201 939 863 687 376 357 311 288 262 213 76 71 204 142 209 258 251 241 74 257 658
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=1 47 15 50 42 1 484 156 50 42 43 1 160 160 16 48 14 4 0 160 0 376 474 1429 13 150 16 2 43 151
split_gain=1.09643 0.66007 0.621011 0.563845 0.550252 0.486448 0.466835 0.455945 0.431304 0.420092 0.734923 0.438342 0.384888 0.382035 0.367891 0.36383 0.419103 0.354747 0.403148 0.349297 0.341495 0.336162 0.370825 0.294789 0.355672 0.273675 0.442985 0.40423 0.266682 0.345837
threshold=0.094385000000000011 0.086785000000000015 0.035560000000000008 0.07826000000000001 -1.0000000180025095e-35 0.11146500000000002 -0.0068949999999999992 0.11896500000000002 0.11843500000000001 0.084050000000000014 -0.50216499999999986 0.080000000000000016 -0.091944999999999985 0.086870000000000017 0.22339500000000004 0.12879500000000002 0.077685000000000018 -0.080924999999999983 -0.23001499999999997 -0.26568499999999995 -0.10324499999999999 0.091135000000000008 0.086870000000000017 0.084545000000000009 -0.47860499999999995 -1.0000000180025095e-35 -0.5335399999999999 0.13913500000000004 -0.08756499999999999 -0.012764999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -4 -6 8 15 12 -11 -12 -8 14 17 16 19 -14 -19 -2 -7 22 -1 24 -20 -3 -27 -28 -26 -30
right_child=1 25 5 -5 6 20 9 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 23 -21 -22 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.0011410503384180481 -0.00067354870720086205 -0.0010040943091768318 -0.00098044303040525308 -0.0011603101178487649 -0.0011704344201589967 0.0011071385338100787 -0.0011758418142866741 -0.00071733869163120476 -0.00068921818200813481 0.00076110027983728389 -0.0010599681452794674 1.5906011861956272e-05 0.00095640584452892261 -0.00038871671285107298 -0.00046647739556376992 -0.00039031881791624007 -0.00040607250236392064 0.0010538120950739642 0.0010281142896849207 0.00090113415525349566 -0.00036520176732475859 0.00060540586844877551 0.00076992082409254648 0.00098129273242619471 0.00040877688512949934 0.0010833884509344857 -0.00039135415528796056 0.00073013890028913444 0.00018903907776185637 -0.0012420441999867037
leaf_weight=1.6019794366438862 0.19466495234519232 0.50686798710376013 0.7367357298498971 1.0083675598143589 0.5567766184685724 0.38126542465761304 0.30286335747223336 0.37727460596943263 0.33102530171163369 0.54383135167881613 1.6126852074521623 0.72933069267310191 1.2619283266831187 1.3145853793248532 0.67135002638678987 0.40330546721816052 0.38825137587264169 0.57274607382714737 0.24559754505753506 4.6302493441035022 0.46213330002501607 0.19726409064605821 0.1470240035559981 0.30930489022284735 0.33746128529310193 0.37606343533843789 2.9991547547979285 0.49681940581649531 0.33320506755262613 0.68292411800940034
leaf_count=580 10 22 96 445 227 14 32 50 22 15 523 100 30 46 29 9 10 10 4 470 29 6 19 9 23 16 166 29 27 53
internal_value=0 0.00015028 0.000348963 -0.000334853 -0.000261972 -0.000296801 -0.000147408 0.000510295 0.000588169 -8.35359e-05 -0.00044489 -0.000724929 8.9345e-05 0.000156228 0.000318505 0.000663456 0.000744979 0.000459295 0.00020647 0.000837602 0.000300382 -0.00081968 -0.000980411 -4.78209e-05 -0.000246866 -0.000208387 -0.000104225 -0.000231977 -0.0004782 -0.000772769
internal_weight=0 12.2838 7.90491 12.4292 11.4209 1.58013 9.47459 6.32477 5.9475 8.91781 2.88585 2.34202 6.03197 5.7291 4.41452 5.61647 5.21317 3.74317 2.48124 4.82491 0.843399 1.94627 1.749 1.90849 1.59919 4.37891 3.87204 3.49597 1.35359 1.01613
internal_count=3121 943 710 2178 1733 139 1128 571 521 901 638 623 263 231 185 499 490 156 126 480 43 605 599 116 107 233 211 195 103 80
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=14 3 14 124 3 38 39 42 1213 160 456 4 43 48 132 52 1373 1 43 41 133 133 0 1 4 16 15 156 47 1
split_gain=0.135721 0.147625 0.163303 0.148281 0.166662 0.154415 0.148415 0.164425 0.138976 0.136739 0.136857 0.132645 0.153412 0.126485 0.142026 0.111313 0.109092 0.107888 0.101873 0.198779 0.100711 0.102319 0.0974123 0.09685 0.172775 0.115842 0.144803 0.0988041 0.0943297 0.242871
threshold=0.076175000000000007 0.30112000000000005 -0.24175999999999997 -0.043384999999999993 -0.12018999999999998 0.095410000000000009 0.16946000000000003 -0.11051499999999999 -1.0000000180025095e-35 -0.40698999999999991 1.0000000180025095e-35 -0.51843499999999987 -0.25681499999999996 -0.064549999999999982 0.081240000000000021 -0.43320999999999993 0.099250000000000019 0.098700000000000024 0.084740000000000024 0.07831500000000001 0.111585 0.10466000000000002 -0.26609999999999995 0.086105000000000015 -0.029144999999999997 0.22339500000000004 0.084050000000000014 0.088775000000000007 0.092710000000000015 0.13146500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 13 17 7 -6 -9 -10 11 -11 -13 -5 18 -14 20 -1 19 -15 21 22 -17 24 25 26 -24 28 -25 -30
right_child=-2 2 -4 4 6 -7 -8 8 9 10 -12 12 15 14 -16 16 -18 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=0.00075771890706943096 -0.0024647859830942841 -0.0019320300335193786 0.0038959621604828902 0.0034576092425967543 -0.00379501745257328 -0.0039041550921385792 0.0039557973433326328 -0.0038874668196129422 -0.0038927358661661137 -0.0040051732360636026 -0.0031471940294557025 0.0028235780648878956 -0.0038889609514861372 0.0015177524620783264 0.0025992959782233337 0.0034319014136603545 -0.0039427950731281951 0.003896606693557467 -0.0017247205171219027 -0.0026473882880310188 -0.0031058132309477638 0.0038054471462880264 0.0020826005834508445 0.0010182804269231851 -0.0031123453184881372 -0.003957848946780757 -0.0039209224264319699 -0.0019826246469216943 -0.0027442231087891275 0.0022369300060585801
leaf_weight=0.38889394106808861 0.35718419836484905 0.097933342913165689 0.27356801557471122 0.2165577271953224 0.25269540943554414 0.071463003390817903 0.1026276395714375 0.18498919768171429 0.16864753242407271 0.13229125889483562 0.24716949832509261 0.25865295424591561 0.12248656166047789 0.70835486016585203 0.33053550467593584 0.11894825141643917 0.10992332773457736 0.28433891276654322 0.456465152092278 0.22692409312003292 0.15311404806561757 0.10848128104407795 0.35965062089962729 1.615032190646162 0.40200273724623925 0.081482921959832311 0.072392236877931282 0.263030712128966 0.36968444570084091 0.24355158791877329
leaf_count=50 101 24 106 25 131 24 23 432 178 20 162 37 146 150 42 22 19 157 30 24 256 16 48 233 336 18 170 54 71 16
internal_value=0 -2.73349e-05 0.00235962 -0.000137486 -0.000305301 0.00150884 -0.000656892 -0.000746818 -0.000593119 -0.000466855 -0.000342815 -0.000185663 -6.75615e-05 0.00066793 0.000317159 -0.000253592 -0.000139337 0.00208342 -0.000224843 0.000507176 -2.89472e-05 0.000100684 -1.33048e-05 -0.000133593 -0.00121078 0.000277819 0.00107666 0.000262263 0.000527256 -0.000765918
internal_weight=0 8.42189 0.371501 8.05039 7.30569 0.744696 5.36685 5.26423 5.01153 4.82654 4.65789 4.41073 4.27843 1.93884 1.72228 4.01978 3.89729 0.673233 1.39174 0.935279 3.78737 3.63426 3.52578 3.40683 0.915529 0.513526 0.432043 2.4913 2.22827 0.613236
internal_count=3121 3020 130 2890 2659 231 2388 2365 2234 1802 1624 1462 1442 271 246 1405 1259 207 204 174 1240 984 968 946 572 236 218 374 320 87
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=421 14 3 46 124 1456 3 0 2 457 4 39 42 43 3 15 38 2 0 9 45 48 1 48 132 13 43 41 16 43
split_gain=0.129694 0.21541 0.12563 0.150704 0.131208 0.14704 0.151217 0.137724 0.156007 0.202895 0.155629 0.144372 0.161865 0.139042 0.139889 0.270228 0.134848 0.130322 0.127737 0.121434 0.12211 0.113494 0.106074 0.0991584 0.131397 0.098566 0.0941957 0.185777 0.0982928 0.201014
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 0.089105000000000018 -0.043384999999999993 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 0.11215000000000001 -0.0029299999999999994 0.25615500000000008 0.16946000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 0.040760000000000005 0.095410000000000009 0.098035000000000011 0.18019500000000002 -1.0000000180025095e-35 0.14077500000000004 0.12230500000000001 0.098700000000000024 -0.064549999999999982 0.081240000000000021 -0.47860499999999995 0.084740000000000024 0.07831500000000001 0.083160000000000026 -0.45785999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 8 9 -8 11 12 -9 14 15 -14 22 -11 19 -15 25 -10 -2 -6 26 -21 27 28 -25 -30
right_child=1 -3 3 -5 5 -7 7 10 21 17 -12 -13 13 18 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0037751775807646198 0.00065140354568576149 -0.0032767806183690946 0.0037049835688869781 -0.0017970673746244609 0.0031828192273843084 -0.0037010259147354893 -0.0026786878417984156 -0.0035854527926959499 -0.0002245989847584905 0.00044208119326504626 0.0030578932499813324 0.0037724008524326982 -0.0030392997658049425 0.0020527984495310827 0.0023307560241504839 0.0025475642769094311 -0.0037122622113319494 0.0028511107177611435 0.0038884221845819846 -0.00080207092152395903 0.0022995549458505074 -0.0034839464769205533 0.0037058332520496953 0.0028195261418855464 0.0025732597324895959 -0.0035973841019072304 -0.0014887218101717107 -0.0023567987586934624 0.0038269002544261918 -0.0027095461439331659
leaf_weight=0.11484615557128464 0.38749282635398952 0.29211248914362009 0.2402594063169089 0.094095759675838053 0.19416347157675762 0.16895938813104283 0.22957919699547358 0.42370407374983088 0.3470352561562321 1.28336152018164 0.11309358233120281 0.071977086830884107 0.3203771188200335 0.085080901160835332 0.26151205521455168 0.18577085044671549 0.064709351630881429 0.40008450395544071 0.049488306045532116 0.22928801807574806 0.066046189283952117 0.24937359371688217 0.25674173820880242 0.37295061610347768 0.30463865352794517 0.67779746680754338 0.44597394019365311 0.21577077731490135 0.10608778533060081 0.16069448903726902
leaf_count=20 50 99 115 9 24 262 31 665 41 105 56 13 358 4 92 36 24 61 1 12 4 19 156 48 39 645 29 22 3 78
internal_value=0 -0.00016822 -5.48005e-05 0.00215657 -0.000151178 -0.000304969 -0.00022051 -0.000550644 5.83064e-05 0.00057138 -0.0011658 -0.00136726 -0.00152816 -0.00106336 0.000142071 -0.00098876 0.00135926 0.00101461 -0.00189874 -0.00216939 -0.00253853 -0.00158741 0.00186866 0.000695206 0.000394478 -0.0028908 -0.000115513 0.000600341 0.00159773 -0.000110284
internal_weight=0 8.29822 8.00611 0.334355 7.67175 6.96281 6.79385 4.99357 2.50943 1.91303 2.48414 2.37104 2.29906 1.87536 0.76766 0.506148 0.708944 1.68345 1.1077 1.05821 0.973132 0.596409 0.644235 1.80028 1.60612 0.907085 1.30148 0.855504 0.639733 0.266782
internal_count=3121 3101 3002 124 2878 2648 2386 2143 257 197 1886 1830 1817 1152 486 394 230 166 666 665 661 60 206 243 219 657 180 151 129 81
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=4 12 151 1 3 132 151 3 16 16 456 48 1 13 2 15 15 41 52 0 4 1 4 43 50 3 47 2 48 15
split_gain=0.758211 0.65307 0.561551 0.515443 0.472986 0.442456 0.402396 0.369542 0.41336 0.36515 0.364888 0.364005 0.357315 0.350199 0.33276 0.326085 0.407433 0.310453 0.332393 0.274164 0.335194 0.323318 0.259607 0.399479 0.257257 0.219932 0.207605 0.29848 0.220689 0.321042
threshold=0.27044500000000005 0.079890000000000017 -0.27559499999999998 0.13021500000000003 0.10732000000000001 0.081465000000000024 -0.086654999999999982 -0.097604999999999983 -0.083539999999999989 -0.084119999999999986 0.07672000000000001 0.090390000000000012 0.090475000000000014 -0.0025349999999999995 0.11215000000000001 -0.016799999999999995 0.082685000000000022 0.078065000000000009 -0.15275999999999998 -0.060129999999999996 -0.27825499999999997 0.083345000000000016 -0.42529999999999996 -0.45785999999999999 0.11875500000000001 -0.012304999999999998 0.12794000000000003 0.113445 -0.064549999999999982 -0.47006499999999996
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 6 10 17 9 12 -1 15 -9 -13 -15 -8 22 18 -3 21 -21 -20 23 -17 26 -24 27 28 -4 -30
right_child=2 3 24 -5 -6 -7 11 8 -10 -11 -12 13 -14 14 -16 16 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012203662475627 -0.0012894899255390163 -0.0014075881110365263 0.0014221728360603242 0.00079739012277919765 0.00029668566269007738 0.00096016827821436221 -0.00082726673529738256 -0.0013968691117166978 -0.0013995990734369623 0.0015543241086449458 -0.00068152993547984642 0.0010014215267129436 -1.4132029478677901e-05 0.00043492927945109423 -0.00079518087112549979 0.00072963395077520145 -0.0013809884688353764 -0.001423218526864637 -0.0014145726794392436 -0.00030685496709542497 0.0010713426237250042 0.0001238353743388604 -0.00038657167166425372 -0.001360667634714147 -0.00057733697166196748 0.00071152246469302356 -0.00063035712919576271 0.001385323125220424 0.0014218432577326333 -0.00010857900543474847
leaf_weight=0.76610444067045935 0.33085828879848156 0.38497684849426184 0.3819539239630102 0.54503887239843685 0.99995741713792075 0.87216097174678076 2.0852352024521665 0.70898802496958502 2.2529810403939274 0.15458945353748443 0.26126279146410525 0.79749682231340591 0.7352171071106568 0.95388865168206372 0.76559194223955274 0.28270976059138775 0.41549562115687866 0.47378879052121181 0.46575794537784598 0.66871188767254353 0.69508666545152775 0.60859311826061457 0.4911264510592438 0.47034233692102079 0.32346791774034489 1.2458291045622976 0.20493598328903306 1.1154122438747434 0.34264920337591309 1.1640278400154787
leaf_count=57 15 97 31 27 19 51 144 498 1249 9 18 72 48 36 28 5 41 60 93 31 15 35 19 50 15 54 11 169 60 64
internal_value=0 -0.000236431 0.000441757 -0.000511021 -0.000598537 1.7332e-05 -7.90122e-05 -0.000723761 -0.00101609 -0.000475653 0.000736708 -0.000190637 -0.000692944 0.000240257 -0.000112772 -0.000407949 -0.000107011 -0.000382236 -0.000207534 -1.80484e-05 0.00039557 -0.000543103 0.000105572 -0.00057593 0.000603911 0.000401035 0.000722981 0.000815306 0.000478658 0.00023947
internal_weight=0 18.1009 3.86331 8.69369 8.14865 9.40724 8.53508 7.14869 3.85178 1.59879 1.02737 7.50772 1.44421 2.51698 1.71948 4.99074 2.9055 3.29692 2.82313 2.43815 1.3638 1.07435 2.49001 0.753052 3.53245 1.73696 3.20898 3.00404 1.88863 1.50668
internal_count=3121 2756 365 2181 2154 575 524 2135 1804 555 75 449 546 136 64 313 169 331 271 174 46 128 128 55 350 73 335 324 155 124
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=1 12 50 158 133 0 0 52 42 151 16 38 49 1374 150 15 15 1 47 157 4 4 3 42 43 1 1447 49 52 15
split_gain=0.68381 0.497808 0.432869 0.369813 0.397363 0.411745 0.543184 0.331391 0.349226 0.32936 0.310605 0.273167 0.247287 0.289744 0.323018 0.428323 0.276145 0.239925 0.270121 0.239569 0.239278 0.238649 0.369008 0.216244 0.37149 0.210541 0.187245 0.183528 0.184563 0.405517
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.084765000000000021 0.10622000000000002 -0.074229999999999977 -0.098289999999999975 0.11434500000000002 -0.095284999999999995 -0.50825999999999982 -0.072804999999999981 0.10657000000000001 -0.088694999999999982 -0.094929999999999987 0.083095000000000016 -0.008624999999999999 0.079055000000000014 0.13686500000000004 0.10843500000000002 -0.056799999999999996 -0.033174999999999989 -0.083854999999999985 -0.084074999999999997 0.091955000000000023 -0.52440999999999993 0.094825000000000007 -0.11565499999999999 0.14233500000000002 -0.083374999999999991 -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=2 11 3 4 5 6 12 8 -7 -3 17 -2 -1 -14 15 25 -17 18 -11 20 -12 22 -8 -10 -25 -15 -5 28 29 -21
right_child=1 9 -4 26 -6 7 21 -9 23 10 19 -13 13 14 -16 16 -18 -19 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012530967991723743 0.0017073714243781811 -0.001890671403707032 -0.0017123502274410047 0.0018057033162679258 -0.0016372307571556896 -0.0017518806583428327 -0.0018491333331350881 -0.0013307480239000049 0.00096228547881626854 0.00060664487054973672 -0.00050995182793415019 -0.00022674571464911499 -0.0012653616171575369 -0.0018778132224843839 0.0012517251830307769 0.0016487881448677378 -0.00053402534424489174 0.0017393432291030488 -0.00082897600676875064 0.0010117345474215842 0.0017067077990708809 -0.001861292730663865 0.0022117994676911089 0.0021263951387565602 -0.0019081806967890204 0.00063360550054331109 -0.001815968844514638 0.00089531951190909725 -0.0012724433956213554 -0.0013275676609760894
leaf_weight=0.49487090756883878 1.1019262844347393 0.27872079610824574 0.82986806335975494 0.05213260676828213 0.61831319128395978 0.20106978560215871 0.16808973613660783 0.33906087174545962 2.4020168741408283 2.3807868853909899 0.30359795433469117 0.32024364266544569 0.41237541101872999 0.47900607323390509 0.93566265259869386 0.47548356186598217 0.33616917865583673 0.48380207223817695 0.54782084468752135 0.49750174337532405 0.36370144138345528 1.0437499702093207 0.13883155584335094 0.11538977921009064 0.23646354698576022 0.14861950412159786 0.69764549710089419 0.26341367652639736 1.0668205631664007 0.50984822696773369
leaf_count=35 240 16 483 4 266 30 173 40 154 160 52 18 11 80 41 18 44 54 22 37 39 633 1 1 52 10 223 14 86 84
internal_value=0 0.000281373 -0.000436756 -0.000322868 -0.000213955 -0.000102936 -0.000457186 0.000395301 0.000593354 7.10056e-05 0.000156207 0.00127185 -5.22827e-05 0.000160914 0.000408567 -0.000139562 0.000744714 0.000536764 0.0003381 -0.000275963 0.000698205 -0.00144112 -1.22272e-05 0.000764588 -0.000585048 -0.00128312 -0.00156415 -0.000554054 -0.00073812 -0.000172252
internal_weight=0 8.11818 10.1248 9.29495 8.54517 7.92686 4.63286 3.294 2.95494 6.69601 6.41729 1.42217 3.28219 2.78732 2.37494 1.43928 0.811653 3.41241 2.92861 3.00488 0.667299 1.35067 0.306921 2.75387 0.351853 0.627626 0.749778 2.33758 2.07417 1.00735
internal_count=3121 822 2299 1816 1589 1323 1046 277 237 564 548 258 239 204 193 152 62 236 182 312 91 807 174 207 53 90 227 221 207 121
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=15 43 1 13 131 132 12 45 457 1 457 3 0 455 13 453 2 130 150 4 43 15 9 39 0 1 1 16 160 14
split_gain=0.129483 0.157446 0.144742 0.143665 0.147641 0.128857 0.143498 0.125573 0.118072 0.135881 0.113582 0.115647 0.26475 0.106689 0.117376 0.106553 0.120863 0.148836 0.111143 0.123623 0.17068 0.168761 0.132384 0.120542 0.113722 0.126035 0.210619 0.101258 0.117933 0.12128
threshold=0.084050000000000014 0.24789500000000006 0.11146500000000002 -0.090639999999999984 0.092705000000000023 0.080640000000000017 0.085565000000000016 -0.080359999999999987 0.078435000000000019 0.11212500000000002 0.51789000000000007 0.090900000000000009 -0.14920999999999998 -1.0000000180025095e-35 -0.28558999999999996 1.0000000180025095e-35 0.11585500000000001 -1.0000000180025095e-35 -0.045534999999999992 0.076415000000000025 -0.52440999999999993 0.083935000000000023 -0.036024999999999995 0.091820000000000013 -0.17169499999999996 0.11230000000000001 0.13657000000000002 0.24134000000000003 -0.082179999999999989 -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=1 3 13 4 27 7 -7 -5 15 10 11 12 -10 -2 -15 16 17 -9 -19 20 -20 22 -22 -24 -21 -26 -27 28 -1 -30
right_child=2 -3 -4 5 -6 6 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 24 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0013770732812428989 0.003346891258739292 -0.0024511577264798817 0.00085516032196111412 0.0033225717799566885 -0.0020360821923816053 0.0025647429283144315 -0.0013656459407126913 -0.003120830086855101 -0.0033066388511482723 -0.0014255927340954854 -0.001954172972145066 0.0029489075306910698 0.0020894652962407702 0.0027919472427431358 -0.0027052036023847252 -0.0027946140084330888 0.00087194518896490313 0.0029844210876455602 0.0018296619155401569 0.0027113893685517605 0.0033068134734283183 0.0034424867514976473 -0.0020990587045895933 0.0016892926186690236 -0.002024014435206987 0.0027999160921322913 -0.0017282719946745434 -0.00070910433405598633 -0.001254949847708243 0.0022852607803987078
leaf_weight=0.12276032205409126 0.036317352205514908 0.25393563271791197 0.24904959532432258 0.09892919030971814 0.15450807398883615 0.34732314452412527 0.13333467923803255 0.2505427786964004 0.13423264812445268 0.27836947413743474 0.10805935738608241 0.35118284920463338 0.31706160897738278 0.043244322994723916 0.58921804233978026 0.22010138737095974 0.57116645063797467 0.090378382621567499 0.18177038911380949 0.17057799932081252 0.053222746515531827 0.069611798855476192 1.395173353943387 0.092919115326367208 0.25472545524826262 0.24494805934955366 0.18855102363158949 0.2274767872004303 0.11108934765798006 1.0399926371610491
leaf_count=53 1 118 36 8 40 71 105 93 12 18 9 33 111 3 1018 55 169 21 14 12 18 2 742 18 44 35 23 19 21 199
internal_value=0 4.12466e-05 -0.00124064 0.000129053 0.000961632 -0.000119247 0.00147445 -0.000270291 -0.000341771 0.000543548 0.00114555 0.00156296 0.000484452 -0.0020211 -0.00232934 -0.000619954 -0.000485639 -0.000744762 -0.000527646 -0.000647357 -0.00112867 -0.00146248 -0.00168401 -0.00186251 0.00035736 -0.000226091 0.000830374 0.00127014 0.00162359 0.0019436
internal_weight=0 7.46194 0.917829 7.20801 1.65583 5.55218 0.480658 5.07152 4.97259 1.18891 0.910536 0.802477 0.451294 0.66878 0.632462 3.78369 3.56359 2.99242 2.74188 2.6515 1.7927 1.61093 1.54132 1.48809 0.858803 0.688225 0.433499 1.50132 1.27384 1.15108
internal_count=3121 2063 1058 1945 332 1613 176 1437 1429 183 165 156 123 1022 1021 1246 1191 1022 929 908 794 780 778 760 114 102 58 292 273 220
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=1456 1212 156 15 42 376 151 1456 1 12 51 43 160 38 16 3 0 16 52 16 48 2 151 0 48 1 3 51 12 4
split_gain=0.126626 0.120712 0.113364 0.128353 0.108617 0.185469 0.137003 0.123613 0.122202 0.179703 0.137066 0.126213 0.184353 0.136137 0.151828 0.114464 0.202395 0.142602 0.184835 0.145274 0.129647 0.171719 0.169422 0.138619 0.134156 0.137577 0.144018 0.148129 0.1128 0.116662
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47006499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 1.0000000180025095e-35 0.12337000000000002 0.098810000000000023 -0.11063499999999998 -0.20207499999999998 -0.098904999999999979 0.084835000000000008 -0.54165499999999989 -0.52915999999999996 0.15398500000000004 0.22339500000000004 0.0031350000000000002 -0.23935499999999996 0.12879500000000002 0.090545000000000014 -0.0083949999999999979 -0.23091999999999999 0.084485000000000018 0.095285000000000022 0.090900000000000009 -0.096089999999999981 0.051320000000000005 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 -3 -4 28 6 -6 8 9 10 -8 -12 -13 14 -14 -16 17 18 20 -20 21 23 -23 -17 25 26 27 -25 -5 -30
right_child=1 2 3 4 5 -7 7 -9 -10 -11 11 12 13 -15 15 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0019391266844360638 -0.0029512451153897576 -0.0029473344360149045 0.0025928507217624569 -4.6456172289489387e-05 -0.0027173916116936168 0.0022810018522668308 -0.0026635714602265938 -0.0029494034523648346 0.0012108134811293124 -0.0016691888563729574 0.0021639624760763482 -0.0027869021035160238 0.0028881237609210552 -0.0028098518369883284 0.0030093366249318867 0.0030283649112812401 -0.0029579951298339198 -0.0025697100521539524 -0.0024038034371091379 0.0023906978704315873 -0.0031155722616796411 -0.00059218084191087976 0.0017281854921608623 0.0025172834996506151 -0.0027488309108876113 0.0018187454872539786 0.0030338850332683734 -0.002614074520429522 -0.0029692627929539324 0.00026510013540959645
leaf_weight=0.30594189954717865 0.11875357053213509 0.10852110749692645 0.17117442624294188 0.64359133230755083 0.15082695077580854 0.3393928546574897 0.1402627883653621 0.11110862597706717 0.84450152811768919 0.49968563692527812 0.28866862994618703 0.17616563785850337 0.19888549052120597 0.11835479363799084 0.12458955496549595 0.07960350997746124 0.17246462334878732 0.14123638483579259 0.06070300517603755 0.53985441319673544 0.10488079534843553 0.40600241256470326 0.82135504204052245 0.057154097041351659 0.27032024276559241 0.18959190713940188 0.060584457591176033 0.32356708616862195 0.30999062864430016 0.13967779095401056
leaf_count=288 224 127 106 121 53 111 94 206 148 129 20 123 40 7 9 3 8 72 17 157 7 52 108 7 61 18 2 199 582 22
internal_value=0 -1.1579e-05 3.43987e-05 7.7634e-05 1.87608e-05 0.000168899 4.69964e-05 0.000119767 0.000180463 -1.80511e-06 0.000193122 0.000290048 0.000149372 0.000290351 0.000393687 0.000245679 0.000138989 0.000313832 0.000453611 0.00190608 7.6495e-05 0.000228107 0.000960622 -0.000688531 -0.00101684 -0.000274735 -0.00117413 -0.00184375 -0.000835404 -0.00196459
internal_weight=0 7.71147 7.59272 7.48419 7.31302 6.21976 5.88037 5.72954 5.61843 4.77393 4.27424 4.13398 3.84531 3.66915 3.55079 3.35191 3.22732 3.05485 2.91362 0.600557 2.31306 2.20818 1.22736 0.980821 0.901218 0.630898 0.441306 0.380721 1.09326 0.449668
internal_count=3121 2833 2609 2482 2376 1651 1540 1487 1281 1133 1004 910 890 767 760 720 711 703 631 174 457 450 160 290 287 226 208 206 725 604
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=4 12 3 151 132 150 49 150 1 3 3 16 3 11 52 52 16 38 160 13 13 16 1 49 52 2 484 142 1 48
split_gain=0.846003 0.580786 0.574896 0.495141 0.483617 0.464354 0.525247 0.598498 0.436031 0.405855 0.468828 0.385407 0.496858 0.376023 0.310406 0.640779 0.425251 0.321747 0.273652 0.272353 0.253197 0.246712 0.226044 0.258741 0.22451 0.206241 0.203863 0.223157 0.207389 0.190904
threshold=0.27287000000000006 0.079890000000000017 0.10732000000000001 -0.27559499999999998 0.081465000000000024 0.080470000000000014 -0.006494999999999999 -1.0000000180025095e-35 0.13021500000000003 0.0022600000000000003 0.090900000000000009 -0.16927999999999996 -0.097604999999999983 0.080455000000000013 0.19022000000000003 0.10347000000000002 0.10246000000000001 0.082490000000000022 -1.0000000180025095e-35 0.17001000000000002 -0.090204999999999994 -1.0000000180025095e-35 0.090475000000000014 -0.13878999999999997 -0.080114999999999978 0.08622500000000001 -1.0000000180025095e-35 -0.072219999999999993 0.12040000000000002 -0.064549999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -1 -8 11 -7 -11 18 13 19 15 16 17 20 -3 25 -9 -22 23 -20 -12 -13 -5 -28 29 -29
right_child=3 2 -4 26 -6 9 7 14 -10 10 24 12 -14 -15 -16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00095996333758282344 -0.0010162914031337116 -0.0011374573697117659 0.00038269442376054287 -0.00046154780442653556 0.00082722453772093006 0.0011061884856693452 0.00098997020802107515 0.00075836849010486743 0.00060398717017527324 -0.00071998802682600482 -0.00019735344691928795 -0.00059988761648808282 -0.0010012300849219795 -0.0010618964764216388 -0.00098309563277034135 0.0010068454781936517 -0.00099031041076462836 -0.0010279191981390104 0.00079433245490098236 -0.0011431058098459622 -0.0004413769550170548 0.00052686030145505523 0.00042394980025315174 -0.0009357790601287869 0.00077284078291608917 0.0003944542394179119 -0.00052560278086955469 0.0011381644296184048 0.0010943752068136327 0.00028251463358193847
leaf_weight=0.99899875652044912 0.27237740997225079 0.26792315201601002 1.1104543725959954 0.23125957348384041 0.87373547628521997 0.65731189714279059 0.58729656622744997 0.56082289875485036 0.43699365225620557 0.61462411889806379 0.44248920911923051 0.34450136334635528 2.9733901093713877 0.60360370954731468 0.5700904051773249 0.56053310178685922 0.81110817129956547 0.36116126889828581 0.14737414591945697 0.23632655746769149 1.0032729007070882 0.49063818377908974 0.94261953979730606 0.40747415414080279 0.91862872953060992 1.0798136787489054 0.19703992363065603 0.42288287566043425 1.0798994434298945 1.4320925024803708
leaf_count=58 15 48 25 18 52 70 36 27 22 23 23 45 1715 119 42 23 74 24 8 61 63 27 19 57 38 70 7 44 179 89
internal_value=0 -0.00015702 -0.000368325 0.000434761 3.41567e-05 -4.6633e-05 -0.00021992 -7.04124e-05 -0.000480417 0.000344549 9.11581e-05 -0.000548085 -0.000700485 -0.000305548 -0.000213325 -9.74609e-05 -0.00028928 -5.3917e-05 -9.59388e-05 -3.06335e-05 0.000117284 -0.000123383 9.04071e-05 -0.000476241 0.000457438 0.000153951 0.000552279 0.00062714 0.000704532 0.000477579
internal_weight=0 18.0012 8.55047 3.63555 9.45071 8.57698 5.94392 4.94492 7.44002 2.63305 1.97574 7.00303 5.23764 2.26425 4.35763 3.78754 3.227 2.4159 1.76539 1.66064 2.05473 1.49391 1.49747 0.554848 1.36112 1.42432 3.36317 3.13191 2.93487 1.85498
internal_count=3121 2769 2189 352 580 528 374 316 2164 154 84 2142 2010 295 280 238 215 141 132 176 117 90 84 65 61 115 337 319 312 133
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=1 47 12 0 3 4 1446 1 4 151 4 43 157 48 14 3 1 150 2 3 150 159 2 133 0 47 15 16 4 3
split_gain=0.426561 0.375355 0.445886 0.371358 0.382614 0.358111 0.256421 0.239227 0.340095 0.245161 0.222652 0.400329 0.214726 0.323193 0.360399 0.283632 0.299734 0.24031 0.20953 0.479356 0.206353 0.254743 0.362332 0.21408 0.229573 0.225134 0.1781 0.182798 0.168293 0.336441
threshold=0.091615000000000016 0.086785000000000015 -0.040564999999999997 -0.060129999999999996 0.086245000000000016 -0.033174999999999989 0.091180000000000011 1.0000000180025095e-35 0.042705000000000007 -0.085369999999999988 -0.49405499999999997 -0.52440999999999993 -0.07686999999999998 0.12879500000000002 -0.46596499999999991 0.090900000000000009 0.098700000000000024 0.11456000000000001 0.10527500000000002 -0.116045 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099515000000000006 -1.0000000180025095e-35 -0.10151999999999999 0.12865500000000005 0.024640000000000006 0.25084500000000004 -0.083854999999999985 -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=3 2 6 4 7 26 -2 28 9 -9 11 -5 -7 14 -14 16 -16 -18 -12 -20 -3 -22 23 -23 -25 -26 27 -4 29 -1
right_child=1 20 5 10 -6 12 -8 8 -10 -11 18 -13 13 -15 15 -17 17 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0015943713611246866 0.0015091802132877938 -0.0014202205742066389 0.00094201215732117214 0.00094536507985444574 4.5250378172550128e-05 0.0014539596417861742 -0.001269979986164439 0.0010430444199101888 0.0012668197018147443 -0.001222168122314648 0.00064409163383493968 -0.0012654746440887994 -0.001146330094333965 -0.0013074224757105362 -0.0012322127365354118 0.0013113494700209886 0.00090228344322242342 -0.0004429923490767185 0.0011044381222296519 -0.0016244383273463089 -0.0012701852119235931 -0.0016307603469074105 0.00089153087830021193 0.00061295019008684472 -0.001475590669215121 0.00025775965756433088 -0.0012689386773447075 -0.0015957492725318307 -0.001601408631957073 0.0018384093736544312
leaf_weight=0.19198396455612965 1.0737638989230616 0.34774404973723028 0.24208315683063109 0.3015641225501895 1.3479071600595487 0.43663694488350335 0.091283717658370622 0.14362185954814777 0.23876796598779038 0.77136371482629307 1.616720819612967 0.66580168990185518 0.3344774520955992 0.30086556822061528 0.29353331611491551 0.95044084260007355 1.1672023374121634 0.47280139313079406 0.29211780219338879 0.36941592604853157 0.42160155944293443 0.28363961615832645 0.88068198820110399 0.61409061914309926 0.42069748917128669 0.34611425758339465 0.55568777490407228 0.10233473830157891 1.3863229010312355 0.11610873043537218
leaf_count=256 253 22 17 8 58 33 5 16 18 313 50 70 14 9 22 98 95 19 9 102 60 22 53 21 62 13 157 77 1168 1
internal_value=0 0.000170174 0.000407005 -0.000340754 -0.000653508 0.000194818 0.00129143 -0.000984199 -0.000425096 -0.000866606 6.35879e-05 -0.000576273 0.000401025 0.000270389 0.000417885 0.000599299 0.000249286 0.00051445 0.000335278 -0.00041943 -0.000260044 -0.000124059 6.57902e-05 -0.000371096 -0.000112358 -0.000693212 -0.00071146 0.000187983 -0.0013649 -0.000300683
internal_weight=0 9.33568 6.02111 7.4417 4.19608 4.85606 1.16505 2.84817 1.15375 0.914986 3.24562 0.967366 3.95596 3.51932 3.21846 2.88398 1.93354 1.64 2.27825 0.661534 3.31457 2.96683 2.54522 1.66454 1.3809 0.766812 0.900106 0.344418 1.69442 0.308093
internal_count=3121 1052 799 2069 1830 541 258 1772 347 329 239 78 290 257 248 234 136 114 161 111 253 231 171 118 96 75 251 94 1425 257
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=1 12 50 3 39 16 47 50 38 42 42 43 2 52 13 4 376 484 2 133 0 3 12 151 16 0 4 3 1 2
split_gain=0.683473 0.455664 0.370508 0.34257 0.331444 0.411054 0.337889 0.436162 0.314044 0.303911 0.299546 0.376542 0.35949 0.343605 0.309894 0.362935 0.256168 0.269418 0.248897 0.219882 0.336481 0.210574 0.195451 0.256204 0.188336 0.464945 0.221891 0.295597 0.214365 0.179697
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.31299000000000005 0.15619500000000003 0.064860000000000015 0.12033500000000001 0.10965000000000001 0.10657000000000001 -1.0000000180025095e-35 0.092860000000000012 -0.20207499999999998 0.089775000000000008 0.11434500000000002 0.41383500000000001 0.40124500000000002 0.091135000000000008 0.087235000000000021 0.084715000000000013 0.061605000000000007 -0.098289999999999975 0.32202000000000003 0.10345000000000001 -1.0000000180025095e-35 0.22339500000000004 0.18019500000000002 -0.069389999999999993 0.092670000000000016 0.083345000000000016 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=2 8 9 4 5 6 7 29 -2 16 11 -11 18 24 15 -12 17 -1 19 20 -13 -4 23 -7 26 -26 -14 28 -28 -3
right_child=1 3 21 -5 -6 22 -8 -9 -10 10 14 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013543952956402009 0.0013428237269883811 0.0002309099513439275 -0.0015167841619035873 0.0015203864145914383 0.0015688736106129488 0.00078167840138194348 -0.00081607025395853141 -0.0012917817949697008 -0.00032352107922285653 0.0012524990709976464 -0.0014175655586276697 0.00026270696638474716 0.0010206135292427079 -0.0012033384014108694 0.0016879147128360742 0.0015373465936082021 0.00088049293220314494 0.0011548360622646735 -0.001140069164946767 0.0008579372711026035 -0.0013615006315748964 0.0015557110994896732 2.1812602237299222e-05 -0.0015301542328637276 -0.0015351105569988189 0.0016194679414105024 -0.0013248177419530143 0.00088000659172610195 0.00013010600434298911 0.00098014546206129176
leaf_weight=1.1549552447686426 1.1465044697397386 3.2603406938142125 0.78755467195878814 0.34381329547613848 0.28570544661488373 0.12541379884351045 0.77448921161703754 0.37667820346541692 0.32901405077427615 0.47381568606942792 0.92780072850291595 0.61488632450345893 1.0458212624362211 0.37174365858663794 0.097337149083614238 0.10454276739619672 0.15906623098999251 0.10556339559843753 1.0334292048064524 0.3520982032350729 0.54284337582066866 0.053869285620748997 0.41978277714224532 0.79673086141701766 0.33410357672255475 0.15442232601344585 0.35464356339070968 0.71529723517596711 0.64563259808346629 0.92997501441277552
leaf_count=599 240 135 481 60 25 12 42 42 18 15 313 42 42 61 1 8 6 14 315 49 165 2 32 133 71 3 69 21 22 83
internal_value=0 0.000209124 -0.000365183 5.53493e-05 -1.69266e-05 -8.47171e-05 0.000102169 0.000257887 0.000971259 -0.000277735 -0.000160847 -3.90624e-05 -0.000138328 0.00016591 -0.000876534 -0.00111833 -0.000917381 -0.00114426 -0.00057157 -0.00018245 -0.000498861 -0.00132008 -0.000828608 -0.00121574 0.000322532 -0.000537953 0.000474763 0.00014201 -0.000385731 0.000397191
internal_weight=0 8.78845 10.0294 7.31293 6.96912 6.68341 5.34148 4.56699 1.47552 9.188 7.76842 6.63874 6.16492 3.62166 1.12968 1.03234 1.41958 1.26052 2.54326 1.50983 1.15773 0.841424 1.34193 0.922145 3.24992 0.488526 2.76139 1.71557 1.00028 4.19032
internal_count=3121 822 2299 564 504 479 302 260 258 1816 1197 875 860 289 322 321 619 613 571 256 207 483 177 145 228 74 154 112 91 218
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=1 15 52 160 484 42 376 2 457 1 52 159 160 51 2 13 52 42 147 13 0 52 48 4 401 48 38 39 48 12
split_gain=0.723767 0.532968 0.411523 0.417085 0.369532 0.342059 0.341056 0.329212 0.320209 0.308953 0.284223 0.28245 0.350912 0.31491 0.27192 0.319459 0.250601 0.243488 0.243277 0.230444 0.265947 0.229484 0.335074 0.257495 0.209767 0.20923 0.205637 0.315658 0.230051 0.22964
threshold=0.104035 0.084050000000000014 -0.12005499999999998 -0.091944999999999985 -0.0068949999999999992 -1.0000000180025095e-35 0.091135000000000008 0.14753000000000002 -0.0029299999999999994 1.0000000180025095e-35 -0.080114999999999978 0.076905000000000015 -1.0000000180025095e-35 -0.076794999999999988 0.088930000000000023 -0.01163 -0.24164999999999998 0.10077000000000001 0.08598500000000002 -0.28558999999999996 -0.057069999999999989 0.0031350000000000002 0.090390000000000012 -0.51843499999999987 0.082755000000000009 0.091545000000000015 0.084835000000000008 0.0046100000000000004 0.12879500000000002 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=1 2 25 24 -5 6 9 11 -7 -6 14 12 -2 -13 15 -10 17 -14 21 -3 -21 22 -12 -23 -4 -1 27 28 29 -18
right_child=7 19 3 4 5 8 -8 -9 10 -11 18 13 16 -15 -16 -17 26 -19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014470484917787347 -0.00087539003592480174 0.0012189596673057429 -0.001290382647114911 -0.0011627742053931986 -0.0015177005050759813 -0.00082173734366060747 0.0015201599868322575 0.0011254845360610655 -0.00092998840956482441 0.00013811568694092012 -0.00080460009736191252 -0.00019087810401392243 -0.0010614230759782223 0.0014099697975768959 0.0014764955364189171 0.001162045316634126 0.00066993916756669753 0.00060237390746942471 0.0013546513813181295 -0.001497520485109589 -0.00014007191113960018 -0.00072223739410348837 0.00046671703501003785 0.00063029895099225061 0.0012160015792532656 4.9880189844167232e-05 -0.00073194560374165846 0.0015032432658526973 -0.00050023365086156733 -0.00038618997832059858
leaf_weight=0.79829456732841098 0.83757939055794839 0.092539139091968425 0.80054196761920948 0.54816963293705789 0.67778887489111805 0.57443164970027005 0.1433007945306598 0.83479599637212221 0.30013288359623402 0.38925035018473864 1.196532613656031 0.42943582171574235 0.62782789149787266 0.72453114588279255 0.80925600230693817 0.34341654035960878 2.1198881376767527 0.27865973301231861 0.33846818772144605 1.350083024066407 0.41372749366564576 0.37663851026445661 0.73390321782790113 1.7159754296881145 0.080649830691982061 0.27561387370224111 0.38081442145630706 0.50338518392527465 0.71511348686180998 0.57407235063146789
leaf_count=291 65 3 218 213 174 62 3 112 36 36 132 38 84 105 36 23 125 9 23 947 60 9 30 74 8 52 12 92 28 21
internal_value=0 -0.000330063 -0.000196014 -9.29039e-05 1.18023e-05 9.65318e-05 -0.000625509 0.00024497 0.000233321 -0.000913667 0.000337557 0.000142756 1.4411e-05 0.000814232 0.000905013 0.000186381 0.00015774 -0.000549962 0.000148539 -0.00105957 -0.00117911 4.70663e-05 -0.000321277 0.000386863 -0.00106099 -0.00106287 0.000307166 0.000408306 0.000246627 0.000444882
internal_weight=0 11.9587 10.1024 9.02846 8.14726 7.5991 1.21034 8.0261 6.38876 1.06704 5.81432 7.19131 6.03734 1.15397 1.45281 0.643549 5.19976 0.906488 4.36152 1.85635 1.76381 4.02305 1.93044 2.09261 0.881192 1.07391 4.29327 3.91246 3.40907 2.69396
internal_count=3121 2430 1420 1077 851 638 213 691 425 210 363 579 436 143 95 59 371 93 268 1010 1007 245 162 83 226 343 278 266 174 146
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=4 12 132 151 1 150 3 3 49 150 52 3 12 48 16 3 15 47 13 0 12 41 12 0 2 50 48 1 160 52
split_gain=0.689816 0.524236 0.463342 0.438562 0.369705 0.34913 0.492989 0.419532 0.334304 0.529128 0.30353 0.282174 0.274983 0.292192 0.204773 0.212469 0.190042 0.4487 0.18844 0.32556 0.179271 0.24136 0.212601 0.265517 0.157616 0.246928 0.384182 0.141264 0.136908 0.277439
threshold=0.27287000000000006 0.079890000000000017 0.081465000000000024 -0.27559499999999998 0.13021500000000003 0.080470000000000014 0.0022600000000000003 0.090900000000000009 -0.006494999999999999 -1.0000000180025095e-35 -0.080114999999999978 0.10732000000000001 -0.040564999999999997 -0.064549999999999982 -0.16927999999999996 -0.097604999999999983 -0.11713499999999999 0.086010000000000017 -0.090204999999999994 -0.10224499999999999 0.09334000000000002 0.078065000000000009 0.09141500000000001 -0.11437499999999999 0.113445 0.11875500000000001 0.14257500000000004 1.0000000180025095e-35 -0.082179999999999989 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=1 2 5 -2 11 8 -7 -8 -1 -10 -9 14 -5 -14 16 20 -3 -18 19 -11 21 22 23 -16 -15 26 -26 -4 -20 -30
right_child=3 4 27 12 -6 6 7 10 9 18 -12 -13 13 24 15 -17 17 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012054543618337796 -0.0012346239768611987 -0.0013808331028584545 2.5432550900584002e-06 0.0011701854644338918 0.00040040495653973992 0.0012330145780651107 -0.0010655243273343124 -0.00064760465134312654 0.0009737792840463661 -0.00078475577383393838 0.00069506113941579246 -0.00010439881560479724 0.0012987504140057971 -0.00035565116173644191 0.00088127658103717081 -0.0012146680709237462 -0.00078367848358987333 0.0007531465820361144 -0.001176649635588937 0.00090134832484731957 -0.0012152427079419939 -0.0013200587472525227 0.00046025669603608319 -0.0012090785939012437 0.0012810204492838498 -0.00097230432037205983 -0.00093754385794469271 0.0012113897771348354 -0.00075162392212826858 0.00022891781680674114
leaf_weight=1.0739719638368104 0.3514952179975811 0.34299265546724189 0.26629869919270355 0.48124034726061005 0.43649577791802663 0.45231082162354175 0.67963833885733027 0.44033411191776395 0.41440559562761237 0.38728055148385465 0.75066946074366547 0.83464077883400012 0.29682067187968764 1.2370633941609392 0.13323574897367496 3.3997226626961425 1.039501281920822 0.44816832768265147 0.70258922991342787 0.36824841075576698 0.73722108214860771 0.37597198970615853 0.52256949769798666 0.4035071145626733 0.50517405685968686 0.18091656640172005 0.17262590257450938 0.39675292605534196 2.2447383450926361 0.60353826126083721
leaf_count=58 15 22 11 154 28 70 23 23 36 19 38 19 43 50 9 1715 95 15 51 26 151 41 27 67 73 9 8 41 160 24
internal_value=0 -0.000527199 -0.000306054 0.000119087 -0.000751065 -0.000390342 3.01915e-05 -0.000260644 -0.000558922 -0.000411837 0.000198655 -0.000812079 0.000284658 0.000106546 -0.000891867 -0.00101426 -0.000519328 -0.000320702 -0.000545175 3.70594e-05 -0.000700641 -0.00043632 -0.000122663 -0.000690189 -6.23038e-05 0.000360291 0.000715984 0.000725886 -0.000669059 -0.000543851
internal_weight=0 17.4548 8.78078 3.22534 8.67403 8.11773 2.32295 1.87064 5.79477 4.7208 1.191 8.23753 2.87384 2.3926 7.40289 5.57223 1.83066 1.48767 4.30639 0.755529 2.17251 1.43528 1.05931 0.536743 2.09578 0.858717 0.6778 0.663052 3.55087 2.84828
internal_count=3121 2769 580 352 2189 528 154 84 374 316 61 2161 337 183 2142 2010 132 110 280 45 295 144 103 76 140 90 81 52 235 184
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=1 12 50 158 133 3 3 12 3 483 151 38 16 1 47 40 157 49 150 1374 51 47 4 12 15 11 4 2 52 15
split_gain=0.68206 0.475983 0.419092 0.339377 0.340115 0.381904 0.364231 0.399627 0.337617 0.322205 0.332857 0.315264 0.29667 0.318333 0.300744 0.250312 0.297933 0.27138 0.239117 0.237114 0.264548 0.250913 0.232817 0.232739 0.245014 0.23099 0.235219 0.209246 0.199797 0.53904
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.084765000000000021 0.10622000000000002 0.10299500000000002 -0.12018999999999998 0.084100000000000022 -0.097604999999999983 0.10018500000000001 -0.50825999999999982 0.10657000000000001 -0.072804999999999981 0.13686500000000004 0.09585500000000001 0.064905000000000018 -0.056799999999999996 0.14233500000000002 -0.082924999999999985 -0.094929999999999987 -0.096089999999999981 0.092710000000000015 -0.033174999999999989 0.12069000000000002 -0.03241999999999999 0.079915000000000014 -0.15289999999999995 0.17025000000000004 -0.083374999999999991 -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=2 11 3 4 5 6 25 19 -9 10 -3 -2 13 14 23 16 22 28 -5 -8 -21 -22 -14 24 -12 26 -1 -6 29 -18
right_child=1 9 -4 18 27 -7 7 8 -10 -11 12 -13 15 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011082586834188384 0.0014248914602046693 -0.0016202550022477696 -0.0014492594342441084 0.001696515109453569 -0.0016291612249011377 0.00082606147322895494 -0.0013743118668737629 -0.00013621378550329592 -0.0015946675536767096 -0.0015209614052643812 0.001351544970535202 -0.00027847822952503339 -0.00042610670108934531 0.0016600103170239038 -0.00038006243360624452 0.0014024659253968241 0.000890172281083525 0.001011455719320011 -0.0015389542838366152 -0.001599097690782041 0.00030890822850105748 -0.0012272729049120357 0.0014066964712964101 -0.00051188922881565898 0.00012217080759970874 -0.00073750394624007981 -9.0384403590242451e-05 0.0016768032208840558 -0.0012450445278137082 -0.0014876917672343528
leaf_weight=0.94277510303072642 1.1670847916393539 0.26398360659368325 0.83872219064505849 0.062223874032497406 0.54954898386495266 0.96857950359117229 0.35004338878206942 0.616554361709856 1.1223659231036465 0.31148497504182149 1.0963076807092882 0.35537501517683256 0.30791500548366457 0.50985435268376011 1.0507912386674432 0.23732474748976518 0.50197452306747459 0.24225713126361359 0.71924788085743863 0.23779614153318185 2.4497776572825378 0.29912912979489181 0.39886105014011342 0.35439038113690902 0.64592767995782185 0.41194458462996397 0.72698614478576673 0.052594542503356934 1.0366782558849061 0.45628383377334158
leaf_count=27 240 16 483 1 265 28 21 52 843 32 99 18 51 50 38 9 34 10 226 54 188 30 35 10 29 39 41 1 70 81
internal_value=0 0.00022087 -0.000376295 -0.000281662 -0.000192156 -0.00010707 -0.000233347 -0.000462101 -0.00107756 5.52737e-05 0.0001244 0.00102729 0.000191748 0.000499337 0.000311318 -0.000161863 -0.000287969 -0.000571092 -0.00128133 -0.000141361 3.14197e-06 0.000141745 0.000608215 0.000657826 0.000895759 0.000324407 0.00058639 -0.0013404 -0.000763271 -0.00024207
internal_weight=0 8.93649 10.3483 9.50957 8.7281 8.12595 7.15737 5.07567 1.73892 7.41403 7.10255 1.52246 6.83857 3.65727 3.14742 3.18129 2.94397 2.23719 0.781472 3.33675 2.9867 2.74891 0.706776 2.09663 1.74224 2.08171 1.66976 0.602144 1.99494 0.958258
internal_count=3121 822 2299 1816 1589 1323 1295 1188 895 564 532 258 516 226 176 290 281 195 227 293 272 218 86 138 128 107 68 266 185 115
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=160 484 150 15 403 1425 4 11 1374 2 31 16 12 12 148 4 41 16 3 403 52 4 52 16 12 16 0 0 51 150
split_gain=0.137503 0.139515 0.214094 0.160636 0.135916 0.119375 0.125395 0.143745 0.125002 0.120838 0.117612 0.114186 0.112874 0.174799 0.117736 0.145173 0.134928 0.140481 0.129489 0.131592 0.110027 0.173796 0.171159 0.112534 0.159681 0.198656 0.160229 0.168752 0.105294 0.106336
threshold=-0.40698999999999991 -0.0068949999999999992 0.097210000000000005 -0.47006499999999996 0.090990000000000015 1.0000000180025095e-35 0.50500500000000004 0.087830000000000005 0.10637000000000001 0.098260000000000014 -1.0000000180025095e-35 0.25084500000000004 0.12757000000000002 0.11650500000000001 -0.084064999999999987 0.2623950000000001 0.078570000000000015 -0.40995499999999996 -0.12018999999999998 -0.081904999999999992 -0.088204999999999992 0.0082450000000000006 -0.080979999999999983 -0.15241499999999997 0.091545000000000015 -0.094359999999999986 -0.22491999999999998 -0.084044999999999995 -0.11063499999999998 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=11 2 -2 -3 5 6 7 8 9 10 -5 -1 13 14 -12 16 17 -16 -19 -20 21 -21 -22 -24 25 -25 -27 -28 -11 -30
right_child=1 3 -4 4 -6 -7 -8 -9 -10 28 12 -13 -14 -15 15 -17 -18 18 19 20 22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0027089054285104274 -0.002204533765100135 0.0029644731868180094 0.0020272573232415301 0.0029843473523869144 -0.0021563188227373179 -0.003101418150056625 0.0023356878509520826 -0.0017284359544965113 -0.0027776887493209603 -0.0022185256736178727 -0.0030381334892178825 0.0029996567152856196 0.002829223979499773 -0.0030962268009822507 -0.0029867627307884341 0.0023822841262069404 -0.0029731500013724238 0.0017972970612346194 -0.0029492947608887928 -0.0026389350787415357 0.0021599821406566083 0.00063094629486731065 0.0015528916856927611 -0.0028037752904886857 -0.0029953743852217246 0.0025074350746545357 -0.0025855096700971641 0.00072249991942479848 0.00051672628504018006 0.0020076584676539701
leaf_weight=0.26639796597010068 0.51289572654786653 0.16305558368912798 0.12958550857729279 0.10396075865719323 0.24181610627420003 0.10031449362577394 0.2162825996056198 0.36778930692526035 0.12290850275894616 0.10117176952189799 0.11635470767214506 0.034213966020615771 0.10449922527186561 0.18029850175662421 0.13500402585486959 0.203228810627479 0.14310787661815982 0.3373514274426278 0.13662992641184546 0.30396586477582133 0.36610228015342983 0.2617854620621074 0.29823068169935263 0.18509108059515811 0.18322964695835242 0.2567608377430598 0.18810153048980383 0.45919278424115795 1.881772669075872 0.53066836419748131
leaf_count=238 486 101 16 51 212 61 73 74 24 79 31 2 11 13 26 31 45 35 364 133 42 19 18 47 129 13 151 152 319 125
internal_value=0 -3.41447e-05 -0.001351 7.58945e-05 1.33084e-05 8.53382e-05 0.00012984 6.13639e-05 0.000161111 0.000216882 -0.000103125 -0.00205919 -0.000186302 -0.000270235 -0.000127677 -2.97397e-05 -0.000180357 -5.19055e-05 8.12124e-05 -0.000138152 1.53309e-05 -0.00112589 0.000348704 -7.34975e-05 -0.000454705 -2.72821e-05 0.000541161 -0.000238796 0.000721396 0.000844689
internal_weight=0 8.33116 0.642481 7.68867 7.52562 7.2838 7.18349 6.96721 6.59942 6.47651 3.9629 0.300612 3.85893 3.75444 3.57414 3.45778 3.25455 3.11145 2.97644 2.63909 2.50246 0.565751 1.93671 1.57061 1.27238 1.08915 0.904055 0.647294 2.51361 2.41244
internal_count=3121 2881 502 2379 2278 2066 2005 1932 1858 1834 1311 240 1260 1249 1236 1205 1174 1129 1103 1068 704 152 552 510 492 363 316 303 523 444
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=4 12 132 151 151 1 457 48 13 15 15 15 42 42 47 52 12 0 12 15 139 1 48 15 2 4 43 156 2 1
split_gain=0.819842 0.660675 0.466763 0.477342 0.448614 0.425693 0.479077 0.386585 0.38415 0.332659 0.390944 0.29703 0.294956 0.317913 0.409276 0.349363 0.330245 0.405869 0.360596 0.31615 0.273179 0.362267 0.389248 0.340875 0.409794 0.264941 0.36771 0.251297 0.235419 0.272966
threshold=0.27044500000000005 0.079890000000000017 0.081465000000000024 -0.086654999999999982 -0.27559499999999998 0.13021500000000003 0.088350000000000026 0.090390000000000012 -0.0025349999999999995 -0.016799999999999995 0.082685000000000022 -0.074054999999999996 0.091465000000000005 -1.0000000180025095e-35 0.11518500000000002 -0.15275999999999998 0.090455000000000021 -0.12333499999999999 0.099400000000000002 0.19724500000000003 -0.073429999999999981 0.12040000000000002 -0.064549999999999982 -0.47006499999999996 0.113445 -0.42529999999999996 -0.45785999999999999 0.013700000000000002 0.097220000000000015 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 3 -1 -2 6 12 9 -9 -5 25 -10 13 14 -3 -15 17 -17 28 -14 -6 22 -22 -24 -25 26 -11 -27 29 -18
right_child=4 5 -4 7 20 -7 -8 8 11 10 -12 -13 19 15 -16 16 18 -19 -20 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.00075412617521715018 -0.0012324389893804274 -0.0014133300471741261 0.00093091123529498215 -0.00082934547765034007 -0.00094166805463300981 0.00064723711601104587 0.00065273907329762399 0.00098941993059247597 0.00033021165626848054 0.00065422097029698757 -0.0013540226987149456 -0.00079131397433894284 -0.0014070219147259591 -0.0014089147803834497 0.0008277498313776499 0.00060376343705627637 -0.00075632034423955374 -0.00099342070214595191 -0.00072518305798410017 0.00084747205307719785 0.001416844626070802 0.0012379187945856544 0.0011588169055174228 -0.00088112054405890545 0.0005468035869007113 4.8128859929087482e-05 -0.0013536826719326783 0.0012094859243300797 0.0010895495577347336 0.00075145512925492799
leaf_weight=1.1135432851733629 0.29360753949731577 1.2417747047729815 0.93742743227630931 2.3213816514471524 0.22463076328858722 0.56313397595658976 0.54976043343776826 0.84263355820439789 1.0867079540621487 0.27861778251826763 0.43123744206968684 0.78590920765418548 1.4655958258081225 0.56317464169114995 0.18022401467896987 0.38490084995282892 0.45325040054740406 1.5236399525310753 0.69711391394957889 0.13085514260455955 0.50606290413998101 1.2773775481618939 0.42348473670426767 0.8726431557442984 0.69914310844615102 1.3285589350853193 0.47893901821225737 0.4935074106324463 0.68417498504277319 0.47482608119025826
leaf_count=75 15 678 51 144 5 27 64 72 35 5 41 29 508 183 13 24 24 572 24 4 44 185 35 35 46 45 50 28 27 33
internal_value=0 -0.00024648 -3.09742e-06 -9.86723e-05 0.000425663 -0.000522252 -0.00060113 -0.000216675 0.000210169 -0.00043403 -0.000129241 -0.000140476 -0.000689511 -0.000552408 -0.0011293 -0.000380829 -0.000243559 -0.000671312 0.00010995 -0.00122223 0.000547269 0.000635781 0.000328282 5.21891e-05 -0.000245968 7.55065e-05 -0.000615206 0.000362683 0.00047105 1.50936e-05
internal_weight=0 19.0109 10.0985 9.16104 4.29695 8.91242 8.34929 8.04749 2.71525 5.33224 3.01086 1.87262 7.79953 6.20308 1.422 4.78108 4.21791 1.90854 2.30937 1.59645 4.00334 3.77871 2.50133 1.99527 1.57179 2.57962 0.757557 1.82207 1.61225 0.928076
internal_count=3121 2756 575 524 365 2181 2154 449 136 313 169 64 2090 1578 691 887 704 596 108 512 350 345 160 116 81 128 55 73 84 57
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 1213 480 452 156 14 2 1365 457 1 42 0 13 133 133 1373 14 2 49 1375 1 2 13 42 43 48
split_gain=0.129426 0.163162 0.147959 0.147009 0.142406 0.123587 0.125019 0.121417 0.111956 0.109043 0.101776 0.0979825 0.0996596 0.109229 0.181858 0.178273 0.184361 0.160601 0.138979 0.119735 0.134681 0.181605 0.129032 0.160236 0.123413 0.11777 0.113834 0.104549 0.195601 0.0913145
threshold=0.27287000000000006 0.080455000000000013 -0.27559499999999998 -1.0000000180025095e-35 -0.092474999999999988 -0.082704999999999987 0.084710000000000021 0.085195000000000007 0.10499000000000001 0.08840000000000002 -0.18970999999999996 0.085235000000000019 0.5717850000000001 1.0000000180025095e-35 -0.088934999999999986 -0.084044999999999995 -0.47860499999999995 0.061605000000000007 0.10622000000000002 0.085770000000000013 -0.10708499999999999 0.073895000000000002 -0.12164499999999999 -0.43996499999999994 0.095285000000000022 1.0000000180025095e-35 -0.53104499999999988 0.084145000000000011 -0.34140499999999996 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 3 -2 7 -5 -6 8 -1 9 11 -3 12 13 14 -7 16 -16 19 26 20 -15 24 -23 -24 -22 -18 -17 -28 -29 -30
right_child=2 10 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 17 15 18 25 -19 -20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0037401124110085873 -0.0032190516052579515 0.0026063934428049358 0.0012157934242717642 -0.0037238516182688504 -0.0037364494892127287 -0.003779463843588877 -0.0037308434937890975 0.0038470691386253463 -0.0031749305969583589 -0.0031714334154230497 -0.0037452544529297475 -0.0034380332838960543 -0.0036328102105641544 -0.00285155523908895 0.0038457882306249512 -0.0038052894771807991 0.0038378197187802997 0.0035077857202971911 -0.0025936494638149239 -0.0026569382055677006 -0.0030145249054717711 -0.0017314086079272522 -0.0011026726762305504 0.0024527794468702196 0.00030829028809914439 -0.0037623769381319567 0.0019664589354356967 0.0026119904250488874 -0.0037759580828471973 0.0026444171487969396
leaf_weight=0.24763039137178555 0.11250175163149823 0.039842571073677391 1.352145696248044 0.1462862421030876 0.12081612148176635 0.18382190827105693 0.11788306835660467 0.032999906688928604 0.13799762798589643 0.12869271545787331 0.27676228251948476 0.095856678875861578 0.085403962992131599 0.13705478713382158 0.061926610767840895 0.063556787557899841 0.030825773254036348 0.28253722173394624 0.16131636335921928 0.14996390459418751 0.18416922262986213 0.1397865080507471 0.20086314994841803 1.3590224740328265 0.95202710365992971 0.32402770030603278 0.92489969229063784 0.17351114423945546 0.17964662126178155 0.036857885192148387
leaf_count=279 15 5 337 348 242 132 169 1 81 25 134 33 8 15 2 3 1 115 46 27 167 23 5 179 117 342 140 5 117 8
internal_value=0 -0.00033981 0.000875146 -0.000215907 -0.000100113 -1.5058e-05 5.85071e-05 -0.00284792 0.000133035 0.00021099 -0.00294594 0.000286997 0.000350405 0.000411746 -0.000246 8.59731e-05 -0.00206981 0.000825155 0.000669486 0.000582449 0.000745854 0.000919714 0.00168848 0.00199495 -0.000230314 -0.00310216 0.00105136 0.0012861 -0.000327323 -0.00268295
internal_weight=0 6.97599 1.46465 6.65938 6.37875 6.23247 6.11165 0.28063 5.99377 5.85577 0.316605 5.72708 5.63122 5.54581 2.14039 1.95657 0.41678 3.40542 1.53979 3.12289 2.97292 2.83587 1.69967 1.55989 1.1362 0.354853 1.37847 1.31492 0.390016 0.216505
internal_count=3121 2769 352 2630 2350 2002 1760 280 1591 1510 139 1485 1452 1444 796 664 345 648 319 533 506 491 207 184 284 343 273 270 130 125
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=4 12 151 1 52 48 15 151 0 0 1 15 42 13 47 4 43 4 1 52 12 48 3 52 48 43 15 43 14 16
split_gain=0.737844 0.555358 0.394479 0.387375 0.375812 0.529588 0.386373 0.371218 0.349417 0.50553 0.359986 0.346849 0.326902 0.343846 0.325699 0.323483 0.291733 0.248544 0.255334 0.228175 0.226648 0.298083 0.224413 0.338755 0.20509 0.20171 0.187171 0.182157 0.175756 0.345061
threshold=0.27834500000000006 0.079890000000000017 -0.086769999999999986 0.13075500000000004 0.19022000000000003 0.092265000000000014 -0.016799999999999995 -0.27559499999999998 -0.060129999999999996 -0.10607499999999999 0.083345000000000016 0.035560000000000008 0.091735000000000025 0.11596500000000001 0.077555000000000013 -0.42529999999999996 0.15359500000000004 -0.0024449999999999997 0.094090000000000021 -0.15275999999999998 -0.040564999999999997 -0.064549999999999982 0.097915000000000016 0.024145000000000003 0.12879500000000002 -0.11720999999999999 -0.12255999999999999 -0.08595499999999999 -0.46885499999999997 -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=1 2 14 8 5 6 17 -2 9 10 16 15 13 19 -1 25 -3 18 -4 -10 -9 -22 -7 24 -24 -8 -19 -21 -23 -30
right_child=7 3 4 -5 -6 22 11 20 12 -11 -12 -13 -14 -15 -16 -17 -18 26 -20 27 21 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014039980890888624 -0.0012628377155923735 -0.0015913009431739436 -0.00081513574888511151 0.00081926043343000428 -0.001198317392113798 0.0013914232171434225 0.0003957129963559738 0.0015324920924787977 -0.0015603775326417323 -0.0012572885475892086 0.00038828598790211297 -0.00093642211872867101 -0.001583567062857557 0.0014352975352871803 -0.00066662458792021218 0.00076061975963929909 0.00071112112172558588 0.00012924708353544042 0.0010419555613131728 0.00075449965307987344 0.0015829164237274916 -0.00062329449162345412 0.00043675572163330518 0.0014634802736472287 -0.00121215008266028 -0.0015373258380046114 -0.001261070051469169 -0.00035217224555283229 -0.00022361301766646085 0.0011309463686805595
leaf_weight=0.80142725422047056 0.2560830793809149 0.55419251165585937 0.37477092654444311 0.47777426405809809 0.66940622020047147 0.74033631302881975 0.24345036782324314 0.60811311472207386 0.26270101749105412 3.0180443240387831 1.0168461829889563 0.55908321595052246 0.34161488170502696 0.36016768403351296 0.23697881563566625 1.6930043561733397 0.17412822792539373 0.28051846602465969 0.33993463928345591 0.52239632583223272 0.48985191015526774 0.44733082270249891 0.38925378408748634 0.38689232850447297 0.34045865666121244 0.27881936216726888 1.3800926494295696 1.1385797983966726 0.89354572072625271 0.91792233509476739
leaf_count=61 15 88 23 26 50 55 6 150 103 1765 46 48 79 7 18 82 17 28 38 18 43 18 26 15 16 38 81 47 29 85
internal_value=0 -0.000235931 3.38729e-05 -0.000534819 -8.7551e-05 1.85707e-05 -0.000237595 0.000537921 -0.000622378 -0.000872896 -0.000208137 0.000155674 -0.00016788 4.38763e-05 0.000931453 0.000431293 -0.00104083 -0.00069693 6.81506e-05 -0.000216638 0.000675298 0.000485652 0.000728969 0.000289745 -0.000332567 -0.000636261 -0.00102621 -4.11105e-06 0.000247695 0.000462781
internal_weight=0 16.5809 8.71443 7.86645 7.67602 7.00662 5.14967 3.61285 7.38867 4.76321 1.74517 2.77436 2.62546 2.28384 1.03841 2.21527 0.728321 2.37532 0.714706 1.92368 3.35676 2.74865 1.85694 1.1166 0.729712 0.52227 1.66061 1.66098 2.2588 1.81147
internal_count=3121 2781 585 2196 506 456 344 340 2170 1916 151 174 254 175 79 126 105 170 61 168 325 175 112 57 42 44 109 65 132 114
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=160 484 150 15 1212 1 15 1 42 151 2 484 2 454 13 160 52 33 1 52 48 1 376 0 151 43 42 133 52 16
split_gain=0.129325 0.122878 0.183901 0.147944 0.122305 0.121085 0.143994 0.158644 0.156507 0.1479 0.136709 0.140737 0.129126 0.12587 0.127044 0.14413 0.131101 0.149666 0.151392 0.159614 0.122703 0.122341 0.147718 0.112209 0.108939 0.118252 0.154726 0.10075 0.119198 0.100729
threshold=-0.40698999999999991 -0.0068949999999999992 0.094605000000000009 -0.47006499999999996 -1.0000000180025095e-35 0.11323000000000001 0.095175000000000023 0.11181500000000001 -1.0000000180025095e-35 0.16421000000000002 0.096540000000000015 0.087235000000000021 0.14753000000000002 -1.0000000180025095e-35 -0.53104499999999988 -0.091944999999999985 -0.088204999999999992 -1.0000000180025095e-35 0.099660000000000012 -0.081429999999999989 0.091545000000000015 0.08864000000000001 0.091135000000000008 -0.20211999999999997 0.06617000000000002 0.24789500000000006 -0.11051499999999999 0.10622000000000002 -0.0064899999999999992 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=29 2 -2 -3 -5 6 7 8 10 -8 11 -6 23 -10 -15 -16 20 -18 19 -19 -17 22 -12 -7 25 26 -25 28 -21 -1
right_child=1 3 -4 4 5 12 9 -9 13 -11 21 -13 -14 14 15 16 17 18 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.002820765749059023 -0.0022382054862965734 0.0031131800851098997 0.0019642696646734719 -0.0031035594832864895 -0.0029573616614347589 -0.0018929842807769044 -0.0030592711593316994 -0.0020959540037132039 -0.0023167868910586613 0.0029891555803414167 -0.0031179765037712801 0.0029741301746018921 0.0031098647809274971 -0.0022664223320157505 -0.0024584374609544026 -0.001417292271739375 -0.0026956640332737279 0.0028829084860054082 0.0026705945498635458 -0.00063250542417276213 0.0018884608570081003 0.0030987528624632642 0.0022111516742440085 -0.0012126677799225694 -0.0014919793759792719 -0.0018642883917419824 0.0018836544171902249 -0.0019786342550553318 0.0011485936104770106 0.0031298136409813027
leaf_weight=0.24900137577060366 0.48115675870940311 0.15040583499649063 0.12547123472904786 0.11819869517785253 0.37715328552440031 0.1718289362033828 0.27026320160075545 0.33463482471415762 0.16166826416156288 0.045083554869052023 0.12610941610910231 0.0425433429190889 0.19866448696120631 0.15549143811222199 0.14253417641885002 0.44414963814779262 0.10172105350648264 0.30023749117390419 0.49544575867184892 0.49350529305229573 0.1415008466137806 0.1032461310387589 0.082058235770091414 0.18411637266399294 0.18089881568448607 0.11849557235836972 0.95063161072903335 0.14929147739894677 1.3186730446905073 0.030519896099576727
leaf_count=238 483 101 19 218 464 16 171 25 41 4 105 9 81 12 67 234 25 27 94 118 39 19 5 8 11 10 188 97 190 2
internal_value=0 -3.16516e-05 -0.00136899 7.85966e-05 1.52767e-05 6.72718e-05 -0.000168803 -4.02683e-05 0.000108136 -0.00219456 -0.00120458 -0.0023561 0.000758675 0.000353957 0.000469326 0.000587915 0.000713973 0.000986951 0.00112282 0.000783761 -0.000618579 0.000347355 -0.00101727 0.000467825 0.00075068 0.0010744 0.00138127 0.00046245 0.000663552 -0.00217104
internal_weight=0 7.96518 0.606628 7.35855 7.20814 7.08995 5.28531 4.96996 4.63533 0.315347 0.73111 0.419697 1.80464 3.90422 3.74255 3.58706 3.44452 2.85887 2.75715 2.26171 0.58565 0.311414 0.208168 1.60597 1.43414 1.25324 1.13475 1.96147 1.81218 0.279521
internal_count=3121 2881 502 2379 2278 2060 1746 1571 1546 175 602 473 314 944 903 891 824 551 526 432 273 129 110 233 217 206 196 405 308 240
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=4 12 0 1 151 0 50 0 132 150 49 150 3 3 16 2 3 1 2 13 52 52 16 4 2 34 47 142 159 0
split_gain=0.986185 0.690812 0.52101 0.533668 0.436739 0.433498 0.384348 0.368271 0.356188 0.436211 0.512076 0.576987 0.385929 0.508463 0.333421 0.309151 0.415894 0.298378 0.287977 0.283227 0.264549 0.703298 0.388581 0.348036 0.259672 0.226106 0.264056 0.284887 0.223344 0.220534
threshold=0.27834500000000006 0.079890000000000017 -0.060129999999999996 0.13021500000000003 -0.27559499999999998 -0.053834999999999994 0.11875500000000001 -0.10607499999999999 0.081465000000000024 0.080470000000000014 -0.006494999999999999 -1.0000000180025095e-35 0.0022600000000000003 0.090900000000000009 0.40020000000000006 0.097220000000000015 -0.13309499999999996 0.083345000000000016 0.10327000000000001 -0.47860499999999995 0.19022000000000003 0.10347000000000002 0.10246000000000001 -0.10429499999999998 0.11293500000000002 -0.11726499999999999 0.12282000000000001 -0.072219999999999993 -0.50206999999999991 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 8 3 7 -2 -4 25 17 9 10 -1 -12 -11 -14 15 16 -7 19 -17 -3 21 22 23 -13 -20 -6 27 -27 -9 -26
right_child=4 2 5 -5 6 14 -8 28 -10 12 11 20 13 -15 -16 18 -18 -19 24 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0011451919103165886 -0.0011014625818398542 0.0004541440022324451 0.0010248463905724679 0.0013774505928071789 -0.00031332537308353345 0.0003823505678234 -0.00075416551311725257 0.00049667843442280466 0.00080581845352906394 0.0012940203268323931 0.001111218724159807 0.00054590537441188828 -0.00084834946384070205 0.00054762200848852683 -0.0013377176243173491 0.00098930410492641661 -0.0013400373712637549 0.00015875599289330098 -0.0013814517624421198 -0.0013534394490620533 -0.0010844597734494363 0.001138064814230019 -0.0011573408519870553 -0.00047107850263276288 -0.00082649376392185967 -0.00056252706925120173 -0.00057389671489789062 0.0010965692866928469 -0.0011422727977453216 0.0012396650350694003
leaf_weight=0.96270533441565831 0.274399479851127 0.19908699113875628 0.52438033913495052 0.19962032046169031 0.30921107763424638 0.4185228927526623 0.32024425733834494 0.15166470780969055 0.8990642972057693 0.61661106185056302 0.60975214722566207 0.89576129976194274 0.66650713770650361 1.4380256006261332 0.44165747094666574 0.62724018981680252 0.58916458429302643 0.97353535075671971 0.23313650442287326 0.63039080257294944 0.5872184180188923 0.63789511611685146 0.83381520607508708 1.7060138916131176 0.15242103987839073 0.19424686068669172 0.20485400594770897 2.5809399547870244 3.3672157118562573 0.22077474725665525
leaf_count=58 15 6 29 9 13 20 14 29 52 71 36 43 23 62 116 13 30 46 10 99 42 24 74 100 42 7 11 280 1735 12
internal_value=0 -0.000226663 -0.000497309 -0.000743312 0.000505344 -7.38028e-05 0.000627496 -0.000822861 1.30936e-05 -6.65006e-05 -0.000259168 -9.73264e-05 0.000374832 0.000105517 -0.000288536 -8.17861e-05 -0.000624678 -0.000337339 0.000361694 -0.000919593 -0.000255438 -0.00013593 -0.000372476 -0.000120943 -0.000287557 0.000762016 0.000873594 0.000980442 -0.00107163 0.000395802
internal_weight=0 18.5822 8.72881 5.52151 3.8839 3.2073 3.6095 5.32189 9.85337 8.95431 6.23316 5.27046 2.72114 2.10453 2.68292 2.24126 1.00769 1.80301 1.23357 0.829478 4.6607 4.07349 3.43559 2.60178 0.606332 3.28925 2.98004 2.77519 3.51888 0.373196
internal_count=3121 2781 2196 1924 340 272 325 1915 585 533 377 319 156 85 243 127 50 151 77 105 283 241 217 143 64 311 298 287 1764 54
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=3 39 52 42 133 0 484 457 160 146 1 48 47 1 0 43 43 11 1 0 52 42 42 34 3 49 457 159 51 13
split_gain=0.127081 0.132543 0.130283 0.123702 0.120894 0.116603 0.114122 0.195359 0.125 0.113909 0.169774 0.182505 0.143684 0.186219 0.130973 0.137045 0.201788 0.186398 0.130853 0.160214 0.11656 0.115682 0.107055 0.105034 0.127112 0.200882 0.138151 0.116043 0.147775 0.144342
threshold=0.30112000000000005 0.15619500000000003 -0.24456499999999998 0.10077000000000001 -0.40071499999999999 -0.17169499999999996 -0.0068949999999999992 0.094310000000000019 -0.40698999999999991 0.12035500000000002 0.13408500000000004 0.12879500000000002 0.12119500000000001 0.11323000000000001 -0.23091999999999999 -0.073959999999999984 -0.00067499999999999993 0.081005000000000008 0.09253500000000002 -0.084044999999999995 0.11434500000000002 -0.095284999999999995 0.084145000000000011 -1.0000000180025095e-35 -0.11255999999999998 -0.087004999999999985 -0.0029299999999999994 0.10407500000000001 0.087505000000000013 -0.53104499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -6 -8 10 11 12 13 14 -10 17 -17 18 19 -16 23 -21 -23 -18 -25 -26 -27 28 29 -28
right_child=5 -3 4 -5 6 -7 8 -9 9 -11 -12 -13 -14 -15 15 16 20 -19 -20 21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0031825509181397193 -0.001686961177518202 0.0039667744342018023 -0.0036167948090961035 0.00076917322192238786 -0.0028160629836111099 0.0033076566050046097 -0.0026122133686263035 0.0035980133029640828 0.0021805369767073659 -0.003799592619568381 0.0031287616916363297 -0.0028970610840849428 -0.0038219029899574557 0.0025554523547864846 -0.0022152340103824605 -0.0035061882988540231 -0.0030445463174836713 -0.0036551149042003887 0.0029195121232397977 -0.0034371738623690442 -0.0039786871448729468 0.0033282288689283094 0.00037044231103770667 0.001668938178574672 -0.0039676445434208302 -0.0039475569016253678 -0.0039621072463048683 -0.0032780525249385024 -0.0027955670457097876 0.0020772720290854006
leaf_weight=0.41703624220826885 0.093365990062011406 0.11134124003001478 0.14777313965169003 0.16667616209451808 0.44819557875598537 0.28401687598670822 0.25007723127055204 0.084909237484680489 0.42295488779200141 0.10595185682177533 0.29399959414149623 0.2885445477295433 0.12605314477696072 0.52581187327450596 0.25988565521402029 0.32225281182036258 0.16059081401908848 0.13049829962255888 0.45317379792686541 0.071209558227564917 0.11827485414687533 0.34192545271798758 0.39818035092321225 0.62347237812355261 0.20640463475138049 0.11076379925361912 0.064422179944813807 0.10475627181585878 0.13212252881203312 0.77726047752366656
leaf_count=331 16 25 148 30 430 116 230 18 42 3 81 31 14 109 204 509 18 25 135 34 32 104 67 48 16 13 5 21 29 237
internal_value=0 -0.000232701 -0.000294606 -0.00205416 -0.000147238 0.00207197 -7.20799e-05 -0.00179447 7.39333e-05 0.000185177 0.000256342 0.000106572 0.000268568 0.00036727 0.000122371 -8.12482e-05 -0.00063292 0.000792267 0.001173 0.000434131 -0.000230008 0.00128279 0.00173693 -2.66062e-05 0.000213416 -0.000436766 0.00017601 0.000599484 0.00101661 0.00161502
internal_weight=0 7.66452 7.55318 0.583712 6.96946 0.377383 6.82169 0.533105 6.28859 6.03851 5.93256 5.63856 5.35001 5.22396 4.69815 4.27519 2.62032 1.65487 1.52437 1.0712 2.29807 0.811315 0.740106 2.17979 2.0192 1.39573 1.18933 1.07856 0.973805 0.841683
internal_count=3121 2989 2964 361 2603 132 2455 448 2007 1777 1774 1693 1662 1648 1539 1497 928 569 544 409 419 205 171 387 369 321 305 292 271 242
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=4 11 151 1456 403 452 1212 480 159 14 1373 155 457 130 1 0 13 42 133 3 160 49 4 47 1 1 1 48 13 42
split_gain=0.117835 0.139796 0.123773 0.120813 0.125411 0.109125 0.104638 0.105588 0.0951094 0.0946693 0.0936573 0.0922837 0.0938621 0.096769 0.0947183 0.162219 0.161208 0.152608 0.127673 0.113646 0.110237 0.106624 0.118392 0.149994 0.119519 0.107406 0.18017 0.113434 0.0986073 0.10844
threshold=0.27287000000000006 0.080455000000000013 -0.27559499999999998 -1.0000000180025095e-35 -0.092474999999999988 0.085195000000000007 -1.0000000180025095e-35 0.084710000000000021 0.10519500000000001 0.08840000000000002 0.099250000000000019 0.088610000000000008 0.5717850000000001 -0.23647499999999996 1.0000000180025095e-35 -0.084044999999999995 -0.47860499999999995 -0.088934999999999986 0.061605000000000007 -0.097604999999999983 -0.40698999999999991 0.10969000000000002 -0.17966999999999997 0.086785000000000015 0.13146500000000003 0.093575000000000019 0.091095000000000023 0.12879500000000002 -0.53104499999999988 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 3 -2 5 -5 -1 -6 8 9 10 11 12 13 -8 15 16 -15 -17 19 -16 -21 22 -22 25 -25 26 -24 -27 -19 -30
right_child=2 -3 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14 14 18 17 -18 28 -20 20 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.003086877364619922 -0.0025916116373756255 -0.0024379564744927496 0.00098611592686549958 -0.0030760242824793282 -0.0030807999849161538 0.0031681356656665569 -0.0029073944555302422 -0.0030808177155876261 -0.0020090813042493174 -0.0025939536289159579 -0.0028551655985567456 -0.0022941768769029333 -0.0031134501847303849 0.0031610294480302016 0.0022662114985033542 -0.0031224204624247091 -0.002624819418775317 -0.0031362791231965615 0.0029375982660846825 -0.0031037753454466531 -0.0028479583569126295 0.0026586360919211502 0.001119833891107386 -0.0017435431469931702 0.00083499728576968068 0.0025984613027201144 -0.002752000876340358 -0.0004950777192309733 0.0014452530911545146 -0.00049891482305619008
leaf_weight=0.21059977022377996 0.098256789497099706 0.2686549201098386 1.2568184449119142 0.12927539604424954 0.10321376909996605 0.030034935101866722 0.081546972767682635 0.10040822938026384 0.19503750369040052 0.11393289774423454 0.09079537731304288 0.12691529612493457 0.072369152680039295 0.052471596747636018 0.34287950606085438 0.10786113586800627 0.33604832718992772 0.061115112155675777 0.24303463571413875 0.082845389581053808 0.10701935243560168 0.19722313515376289 0.45622994290169827 0.40932225537835609 0.2890443024225533 0.52674707958067302 0.15067663936497411 0.14177729550283402 0.89103016621811659 0.38817812661000062
leaf_count=279 15 139 337 348 214 1 17 171 109 23 18 104 7 2 39 79 404 3 107 38 28 24 113 55 18 119 27 10 141 132
internal_value=0 -0.000271124 0.000726694 -0.000174707 -8.62296e-05 -0.00230615 -1.80353e-05 3.87747e-05 9.61003e-05 0.000174025 0.0002352 0.000290605 0.000357046 0.000408671 0.000465202 -8.1977e-05 -0.00184341 0.000390582 0.000806251 0.00061467 0.000374811 0.000501316 0.000296842 0.000467353 -0.000676321 0.00109358 0.000158574 0.0019424 0.000673287 0.000855292
internal_weight=0 6.30629 1.35508 6.03763 5.797 0.240635 5.66772 5.56451 5.4641 5.26906 5.15513 5.06434 4.93742 4.86505 4.7835 1.8367 0.38852 1.44818 2.9468 2.70376 2.36089 2.27804 2.08082 1.9738 0.698367 1.27543 0.606907 0.668524 1.34032 1.27921
internal_count=3121 2769 352 2630 2350 280 2002 1788 1617 1508 1485 1467 1363 1356 1339 761 406 355 578 471 432 394 370 342 73 269 140 129 276 273
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=4 151 12 3 132 151 48 1 3 16 16 1 42 42 3 47 15 15 4 160 3 0 14 34 47 13 12 41 160 52
split_gain=0.672256 0.567614 0.498166 0.436135 0.374795 0.364917 0.315229 0.310212 0.311706 0.399707 0.369033 0.35736 0.281486 0.277215 0.274554 0.259378 0.249601 0.343704 0.241189 0.309201 0.445211 0.23951 0.216426 0.222584 0.244519 0.185719 0.18489 0.174926 0.210307 0.252294
threshold=0.27834500000000006 -0.27559499999999998 0.079890000000000017 0.10732000000000001 0.081465000000000024 -0.086654999999999982 0.090390000000000012 0.13021500000000003 -0.097604999999999983 -0.083539999999999989 -0.084119999999999986 0.090475000000000014 0.094165000000000013 0.091295000000000015 -0.0025099999999999996 0.097480000000000011 -0.016799999999999995 0.082685000000000022 0.033845000000000007 0.088755000000000014 0.14121000000000003 -0.092404999999999973 -0.46885499999999997 -0.11726499999999999 0.12282000000000001 0.14871000000000004 0.12477500000000001 0.07831500000000001 0.087570000000000023 -0.15275999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 16 8 12 10 11 -10 13 15 -8 25 -7 21 19 20 -16 -18 -3 -24 26 27 -25 28 29 -4
right_child=1 22 3 -5 -6 6 14 -9 9 -11 -12 -13 -14 -15 18 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00080402511678129957 -0.0013725447073786811 -0.00025459119629850542 -0.0014514504937304181 0.00038650814765220186 0.00098200581777249879 -0.00081050767644783484 0.0012655159642774097 0.00066760214435270557 -0.0014511347735579778 -0.0014554324682843876 0.0016525290542929311 2.8679849035825235e-05 -0.0014100145529565393 0.0016117245237815615 -0.0014468298331663811 0.0010858998365451675 0.00082187440912293193 -0.0014093219291489393 -0.0008094872544355074 0.0011183857828052945 0.00098590647884523705 -0.00021772858228127093 -0.000366983856576517 0.0012948001883528561 -0.00065195402771869187 -0.0014768993101652308 7.0381875796293224e-05 -0.001480463216320274 -0.0015045378570215787 0.00043765683176037843
leaf_weight=0.85086817748378951 0.31222751643508706 0.44712524936767373 0.17355067475000441 0.99484972190111864 0.75227405398618419 1.9313212601700795 0.44258861732669208 0.35726812982466061 0.66896025848109253 1.8725706975383216 0.15503766998881463 0.69229720963630825 0.4414399592205881 0.1720493510365485 0.34621347323991336 0.25053296686382953 0.65797266119625453 0.37139960523927573 0.54022552585229267 0.57427725940942764 0.28671134950127453 1.5512338698026744 0.28598298970610025 1.8080204660654984 0.17575871804729093 0.32166613230947394 0.29973021149635304 0.21490604587597761 0.1853071791701949 0.97758403909392677
leaf_count=75 15 43 76 25 52 151 42 22 512 1249 9 48 44 2 24 13 34 41 28 18 25 95 13 243 11 73 15 31 23 69
internal_value=0 0.000480708 -0.000233307 -0.00050364 1.01055e-05 -8.66976e-05 -0.000199782 -0.000640235 -0.000716509 -0.00100921 -0.000458151 -0.000698543 -0.000354095 -0.000151043 0.000249687 -0.000293862 -0.000417948 -0.000124156 -7.60178e-06 0.000351244 -0.000344814 9.18986e-05 0.000672524 0.000833855 0.000984246 -0.000478418 0.00112068 -0.000271387 -7.69622e-05 0.000152846
internal_weight=0 3.32885 15.7831 7.47802 8.30509 7.55281 6.70194 6.48317 6.1259 3.38887 1.5163 1.36126 2.73704 2.2956 2.19002 2.12355 4.51193 2.58061 1.74743 1.2072 0.632925 2.20921 3.01662 2.56949 2.28351 1.87301 2.10775 1.55135 1.33644 1.15113
internal_count=3121 340 2781 2196 585 533 458 2171 2149 1818 569 560 331 287 137 285 321 170 95 67 49 129 325 282 269 272 258 199 168 145
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=31 3 39 42 376 421 14 3 0 43 14 47 52 43 13 3 15 42 42 43 4 52 0 1 11 46 457 2 49 13
split_gain=0.114487 0.115491 0.11908 0.122446 0.143524 0.112152 0.161576 0.121099 0.21344 0.219352 0.168803 0.151228 0.14107 0.132623 0.15272 0.139546 0.141583 0.126267 0.131191 0.111423 0.125724 0.193294 0.160745 0.118468 0.119419 0.106112 0.0946979 0.102914 0.129822 0.0923131
threshold=-1.0000000180025095e-35 0.30112000000000005 0.15619500000000003 -0.11466499999999999 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 -0.10023499999999998 -0.11437499999999999 -0.032879999999999993 -0.073394999999999974 0.09585500000000001 -0.066844999999999988 -0.074359999999999996 -0.47860499999999995 -0.077774999999999983 0.083935000000000023 -1.0000000180025095e-35 0.10256000000000001 0.084740000000000024 -0.49013999999999996 0.11008000000000001 -0.060129999999999996 0.083135000000000014 0.087830000000000005 0.089105000000000018 0.091015000000000013 0.085855000000000015 -0.063424999999999981 -0.082904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 19 9 -9 -10 12 -11 15 -15 16 -12 -17 -19 20 21 -7 23 -22 -25 -3 27 -14 -29 -18
right_child=1 25 -4 4 -6 6 -8 8 10 11 13 -13 26 14 -16 17 29 18 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0029305040983156672 -0.0019834663377584715 0.0024172354994094862 0.0029518758689033764 0.0029532211695170174 0.0022757697623042089 -0.0029496081428840664 -0.0027336685035503072 0.0025093489549226598 0.0018583413314484782 -0.00077104293135913987 -0.0028993064925435931 -0.002059183128759654 0.0027589508204643788 8.7945922404755075e-05 -0.0026805058650646277 -0.0026750432254476876 0.0026132323406526099 0.0020478904101800784 -0.0022498972434902538 -0.00071854141336233953 -0.0029052877680998527 0.002133603683949296 0.0022882316808519347 0.0017415373040383488 -0.0012286578710782644 -0.0012854239483364031 0.0029483726113431318 -0.0027250235395881511 0.00070977384357219433 -0.0028942385356655084
leaf_weight=0.10362495011941053 0.3260602893133181 0.26088285176956549 0.098197399463970103 0.090462730266153701 0.19479832443175826 0.16237567135249253 0.21807452752545931 0.28674240432155818 0.14430168300168622 0.71619616835960187 0.28683181580709061 0.30748225515708316 0.13272408742341102 0.21059009793680139 0.79578066101385203 0.084871532235410996 0.080274584150174633 0.30909408395382354 0.0734634058753727 0.55213409580755968 0.089992349392559623 0.10165422223508358 0.58483659444027492 0.32245214478462003 0.17425917007494718 0.086007117992267013 0.16450549714500085 0.12023652670904994 0.39102217565232422 0.037229350025882013
leaf_count=86 167 115 23 13 37 76 82 72 32 48 507 43 10 15 1152 14 9 121 24 44 57 6 77 43 24 9 27 10 63 115
internal_value=0 -0.000129275 -0.000209328 -0.000253939 -0.000168912 -0.000242887 -0.00028844 -0.000201438 -0.000482954 0.000158218 -0.00115471 -0.000209745 0.00016323 -0.00138621 -0.00210119 -0.000560836 -0.00180441 0.000514882 0.00122258 0.000385097 0.000809567 -0.000992519 0.0012157 0.000146588 0.000699516 0.00149921 0.000990853 0.000490804 -9.80131e-05 0.000868273
internal_weight=0 7.40353 7.05664 6.95845 6.63239 6.43759 6.34713 6.12905 4.14135 2.11891 2.02244 1.83217 1.52468 1.87814 1.00637 0.871765 0.404336 0.467429 0.382557 1.9877 1.43557 0.26403 1.17154 0.586704 0.496711 0.34689 0.808488 0.643983 0.511259 0.117504
internal_count=3121 3035 2911 2888 2721 2684 2671 2589 2262 273 1989 201 158 1957 1167 790 631 159 145 327 283 82 201 124 67 124 110 83 73 124
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=4 12 1 151 0 0 151 1456 48 42 4 52 1374 456 1 13 15 15 4 16 150 12 48 1 13 2 51 4 40 159
split_gain=1.08806 0.864656 0.558891 0.547925 0.49286 0.533931 0.437435 0.445002 0.474249 0.428787 0.401266 0.383042 0.36271 0.345528 0.309412 0.361815 0.303315 0.363684 0.361317 0.307382 0.305438 0.277111 0.29956 0.267912 0.242238 0.238209 0.232291 0.221188 0.199491 0.186944
threshold=0.27834500000000006 0.079890000000000017 0.13021500000000003 -0.27559499999999998 -0.060129999999999996 -0.10607499999999999 -0.086769999999999986 -1.0000000180025095e-35 0.092265000000000014 0.091735000000000025 0.033845000000000007 -0.15275999999999998 -0.094929999999999987 0.077935000000000018 0.083345000000000016 -0.47860499999999995 0.082685000000000022 -0.016799999999999995 -0.42529999999999996 0.26799500000000004 0.084680000000000019 -0.040564999999999997 -0.064549999999999982 0.094385000000000011 -0.017449999999999997 0.113445 -1.0000000180025095e-35 -0.072334999999999997 -1.0000000180025095e-35 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 14 13 -8 12 11 -10 -6 -9 -1 15 -3 17 20 19 -19 23 -5 -23 -14 -13 -24 -20 -28 -25 -7
right_child=3 2 -4 21 9 29 7 8 10 -11 -12 24 16 -15 -16 -17 -18 18 26 -21 -22 22 25 28 -26 -27 27 -29 -30 -31
leaf_value=0.0010841150265748722 -0.0010840570250090888 0.00057682248379976116 0.00070858928877906417 0.0012072182445905162 -0.0012231809143222092 0.00028662435777360775 -0.0012459315808559187 -0.0013063773400051556 0.0007802902068035619 -0.0012440464606453205 -0.0002941652167469131 -0.00015080005975731187 -0.0012438375766007353 -0.00037708194659369002 0.00018528809753950824 -0.0012509192125088183 -0.0011613972295681188 -0.0011667226650509427 0.0010085279871274349 0.00046267539801003353 0.00027960216868169865 0.0012405207241674558 -8.4544051956660527e-05 -0.00079152761758331705 0.0006413859623887471 0.00066483368336115194 0.00070626909605533332 -0.00025769811728892998 0.00020750223139846279 -0.0010664179142123604
leaf_weight=0.9068730070721347 0.31763363815844048 0.21433835383504618 0.54564015357755202 0.8194263027980927 0.32066837383899915 0.15732921706512826 0.45612710958812108 0.40175841376185228 1.6603015682194384 0.46462593547767017 0.74612865922972549 1.3068718789145353 0.67936981888487791 0.3257877160795033 1.1034684611950067 0.63753586250823169 0.38155586994253088 0.4207105252426121 0.82151575013995248 0.28944424330256879 0.76277442986611266 0.53397253341972906 1.4574156021699298 0.58403314743191004 1.016244623344386 1.1042492911219595 0.66467432840727314 0.75071549578570784 0.60031674208585151 3.9062362144468326
leaf_count=61 15 6 28 150 103 29 47 10 86 79 33 37 71 18 46 99 32 22 42 26 48 43 44 22 34 88 21 27 19 1735
internal_value=0 -0.000225626 -0.000487843 0.000453192 -0.000559367 -0.000762596 1.70448e-05 -7.39907e-05 -1.29916e-05 -0.000165848 0.000447149 2.36378e-05 -0.00018718 0.000697926 -0.000240066 -0.000791045 -0.000111674 -3.98121e-05 0.000253666 -0.000502614 -0.000369109 0.000577911 0.000411331 -0.000634611 0.000195741 0.000238488 0.000493764 0.000194986 -0.000285145 -0.00101403
internal_weight=0 20.125 9.67296 4.2327 9.12732 6.01891 10.4521 9.21943 8.7633 3.10841 2.40643 2.64378 6.35687 1.23266 1.95534 0.851874 5.95511 5.57355 2.94706 0.710155 2.62649 3.91506 3.09564 1.86372 2.32312 2.56166 2.23691 1.41539 1.18435 4.06357
internal_count=3121 2781 2196 340 2168 1915 585 506 459 253 119 174 340 79 151 105 330 298 138 48 160 325 175 112 71 132 90 48 41 1764
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=2 14 124 38 1456 15 133 1348 11 13 456 159 155 1374 1213 157 1456 1 16 122 34 1 4 52 49 15 4 3 0 42
split_gain=0.108871 0.125974 0.118559 0.173987 0.131813 0.120202 0.137626 0.123517 0.137211 0.175523 0.132957 0.121986 0.119012 0.110372 0.110564 0.108247 0.12781 0.101554 0.0997735 0.0931918 0.0918677 0.0804049 0.193187 0.200811 0.123554 0.112706 0.111695 0.105652 0.0860506 0.0774334
threshold=0.17025000000000004 0.076175000000000007 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 -0.24436499999999997 0.10622000000000002 0.090205000000000021 0.087925000000000017 -0.10664 0.084065000000000015 0.09320500000000001 1.0000000180025095e-35 0.093235000000000012 -0.080769999999999995 -0.078064999999999982 -1.0000000180025095e-35 0.11785500000000002 -0.50992999999999988 0.086040000000000019 -0.0011599999999999998 0.094465000000000007 -0.083854999999999985 -0.068719999999999989 -0.048674999999999989 0.040760000000000005 -0.49013999999999996 -0.10115999999999999 -0.23091999999999999 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 29 5 17 7 8 9 18 11 12 13 14 -11 -16 -17 -4 -7 20 -18 22 26 24 -24 -23 -22 -26 -25 -1
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 16 19 -19 -20 -21 21 25 23 28 27 -27 -28 -29 -30 -31
leaf_value=-0.00039182014586024334 0.0026144618326233108 -0.0022507724463956989 0.00031383833242457949 -0.0029655376562588215 -0.0031606129803823692 0.0031888797677031839 -0.0025058695443456623 0.0028149060728356917 -0.0031974329998430704 -0.0031776505036210079 -0.0031835431391481011 -0.0028174055129082326 -0.0031869793965914419 -0.0031845767398979048 0.0018144282092824762 -0.0031704374535233672 -0.0028095896518568549 0.0031673586940169623 0.00057278163667675566 -0.0032002880200379838 -0.000708927436173452 0.0013012714634685419 0.0014831217326323153 0.0032198342840695626 0.0028443091605366679 -0.0014055894759992533 0.0021159731737133702 -0.0032321665274024766 -0.0032327397662110817 0.0024025624254783939
leaf_weight=0.12489135039504617 0.14442948473151762 0.27129275813058473 0.37004901305772353 0.086922299553407356 0.14552187919616688 0.1750387127394788 0.25982922285038501 0.13491852485458355 0.15061054229590798 0.10421106743888442 0.16825487594905997 0.18493996572942695 0.12720290922152333 0.11037832047441032 0.33414460834319726 0.12665583795024149 0.099262755305975836 0.18564096563204657 0.82830364484834695 0.08415688108652819 0.2134084677672945 0.99680283409543313 0.28497268666978925 0.021706860512496928 0.036154733505100012 0.18000163821852766 0.39650842463743363 0.1315933480436825 0.36421017682731349 0.46153826373483742
leaf_count=24 70 98 49 26 262 21 348 31 66 265 96 128 125 26 133 120 18 94 122 8 18 108 27 1 3 36 130 60 417 191
internal_value=0 -0.000146429 -6.35442e-05 0.00119131 -0.00019951 -0.000128508 -0.000269176 -0.000158551 -0.000236929 -0.000147176 -0.000444884 -0.000323505 -0.000195791 -8.6586e-05 1.47692e-05 0.000116521 -7.67542e-05 0.00126712 0.00102917 6.27488e-05 0.000163536 0.000275948 -0.000220662 -0.00120118 0.000221224 0.000887235 0.00112755 -0.0019225 -0.0028698 0.00180745
internal_weight=0 7.15912 6.88783 0.673352 6.21448 6.06896 5.51327 5.25344 5.11852 4.96791 3.96457 3.79631 3.61137 3.48417 3.37379 3.26958 2.93543 0.55569 1.00334 2.80878 2.72462 2.62536 1.44855 0.838638 0.452721 1.1768 0.609917 0.167748 0.385917 0.58643
internal_count=3121 3051 2953 241 2712 2450 2307 1959 1928 1862 1719 1623 1495 1370 1344 1079 946 143 143 826 818 800 656 508 90 144 148 63 418 215
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=421 14 3 14 124 151 1456 3 1213 2 0 41 43 39 13 4 160 52 457 457 133 49 133 1456 1374 156 130 0 12 38
split_gain=0.101535 0.158792 0.107742 0.119796 0.113595 0.118427 0.114653 0.115757 0.118186 0.109755 0.148842 0.172434 0.125945 0.109668 0.146535 0.10441 0.104967 0.105764 0.102773 0.16934 0.114098 0.123415 0.116605 0.117087 0.132907 0.145975 0.129608 0.138374 0.0987285 0.0934511
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.24175999999999997 -0.043384999999999993 -0.40381499999999992 1.0000000180025095e-35 -0.12018999999999998 -1.0000000180025095e-35 0.10613000000000002 0.15398500000000004 0.079885000000000025 0.13895500000000002 0.16946000000000003 0.25761500000000009 -0.51843499999999987 -0.40698999999999991 -0.43320999999999993 -0.0029299999999999994 -0.15747999999999998 -0.088669999999999985 -0.10774499999999999 0.111585 -1.0000000180025095e-35 -0.094929999999999987 0.11896500000000002 -0.088284999999999988 -0.10607499999999999 0.097825000000000009 0.088570000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 11 -7 -11 14 15 -10 -17 -18 19 -19 -20 -22 23 -23 -25 26 -26 -28 -29 -2
right_child=1 -3 3 -5 5 6 -8 8 13 12 -12 -13 -14 -15 -16 16 17 18 20 -21 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0034302250722413057 0.0017116866334357362 -0.0028541401711889586 -0.0014391949913186465 0.0033770812483759154 -0.0033872736713490672 0.0016056548197387838 -0.0033733102357494005 -0.0033722114747659995 -0.0034543537375729652 0.0027915181962259866 -0.0023205032372134366 -0.0023195923920176654 -0.0015249851647237663 0.0034245179887977123 -0.0034303676824031398 -0.0033756952257430564 -0.0033749353316229721 0.0020921790435463631 -0.0021508290777473237 -0.0031478374536734448 -0.0017499534592508408 -0.0021690241306827674 -0.002448637451171676 -0.0011215471291282186 -0.0034917078627202079 -0.0023742237936265971 0.0027533978287276628 0.00026827774680864539 0.002766379022411938 -0.00303281071240085
leaf_weight=0.091124327911529579 0.52474783934303548 0.23546396150777571 0.082148157031042501 0.20143894969078235 0.13512542163516617 0.58470251515245653 0.12601743753111794 0.14803479779220641 0.11166972543287546 0.3999332873208914 0.23308101785369217 0.16134467342635617 0.094402972143143415 0.086763090250315034 0.17187064273457497 0.11062623100224467 0.10471872733614995 0.096818383608479053 0.20675298540300291 0.24863530707807768 0.26354724256089257 0.13786315975449248 0.12862792476516904 0.28493185261323106 0.055557105602933698 0.11286859426763851 0.80519302005996218 0.74076146515287777 0.23561067977425409 0.051511814352124929
leaf_count=20 205 99 24 100 55 102 260 445 23 98 13 18 8 23 34 155 164 17 212 102 51 113 247 30 23 6 79 324 46 25
internal_value=0 -0.000141393 -4.52724e-05 0.00198193 -0.000135639 -0.000277398 -0.000203027 -0.000130708 -0.000424168 0.000676073 2.42167e-05 0.000756757 0.0019672 -0.000312348 -0.000397311 -0.000254263 -0.000153101 -4.89182e-05 5.60799e-05 -0.00167925 0.000257807 0.000437915 0.000668428 0.000837403 0.00102286 0.0013362 0.00156416 0.00172182 0.0008711 0.00128758
internal_weight=0 6.88077 6.64531 0.283587 6.36172 5.78546 5.65033 5.52432 4.05085 1.47346 0.979128 0.746047 0.494336 3.90282 3.81605 3.64418 3.53251 3.42189 3.31717 0.345454 2.97171 2.76496 2.50141 2.37279 2.23492 1.94999 1.83712 1.78157 0.976372 0.57626
internal_count=3121 3101 3002 124 2878 2648 2593 2333 2094 239 133 120 106 1649 1626 1592 1569 1414 1250 119 1131 919 868 621 508 478 472 449 370 230
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=31 4 11 12 47 4 403 1456 452 158 3 13 1213 133 1 52 3 48 47 12 43 160 16 3 4 2 454 151 15 4
split_gain=0.0993417 0.0993671 0.115443 0.109851 0.0998443 0.125536 0.0948259 0.0947996 0.0930545 0.0912699 0.085774 0.101496 0.0973019 0.0936306 0.0910658 0.115882 0.147107 0.101681 0.0879003 0.102105 0.113328 0.10128 0.119965 0.107437 0.0922666 0.0998692 0.119849 0.0807646 0.121608 0.0791825
threshold=-1.0000000180025095e-35 0.27834500000000006 0.080455000000000013 -0.040564999999999997 0.10954500000000002 0.40945500000000007 -0.092474999999999988 -1.0000000180025095e-35 0.085195000000000007 0.094850000000000004 -0.12018999999999998 0.10002500000000002 -1.0000000180025095e-35 -0.25159999999999993 0.10060500000000001 0.11434500000000002 0.10299500000000002 -0.09386499999999999 1.0000000180025095e-35 0.092355000000000007 -0.45785999999999999 0.086075000000000013 -0.083539999999999989 0.095270000000000007 0.033845000000000007 0.094835000000000017 0.085470000000000004 -0.076249999999999984 -0.43375999999999998 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=-1 2 6 -3 5 -5 -2 8 -8 10 11 -9 -12 -14 15 16 18 -16 19 20 -15 22 -22 -23 25 26 -24 -7 -29 -19
right_child=1 3 -4 4 -6 27 7 9 -10 -11 12 -13 13 14 17 -17 -18 29 -20 -21 21 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0029687136937975363 -0.0029375596549608063 0.0028644449846534697 -0.0023049215495845776 0.0028832823280701024 -0.0021257742310931281 -0.0018520339747490069 -0.002945558548540503 0.0019596569997737019 0.0030133388965497845 -0.0024357830043800527 -0.0029409434496421951 -0.00012104926106613518 -0.0029550542303789654 0.0025175233313372986 -0.0029927078841717348 -0.0025395424178023054 0.0014026628581442007 0.0014134787456781467 -0.002544361197573355 -0.0029621929353604803 0.0016706914224856881 -0.0027866303128704834 -0.0026129153865910516 0.00064317015563990232 0.0026155369386921174 0.0019597380926491413 0.002624532810414549 -0.00020977893646364465 0.0029555687012773634 6.560580653944098e-05
leaf_weight=0.090735989309905452 0.10637413698350418 0.16624124137160834 0.23364561663038319 0.17273402583668918 0.12829096696805209 0.14565890922676772 0.16837003374530457 0.38820844312431191 0.02602427639067173 0.13512227967294155 0.1061009265649776 0.41958233774494147 0.095877916784957828 0.12728607986355234 0.068102370161795878 0.20019885552392214 0.39423908658500284 0.68006995080213506 0.17785833059315326 0.11769729525258288 0.29397121075817234 0.24416669952552184 0.28471979056121299 0.11581448139622808 0.061424223342328332 0.069015184184536338 0.0432936291617807 0.4050420832936652 0.14064182946458459 0.83533450945105869
leaf_count=86 352 118 139 37 20 23 278 52 1 91 360 40 139 14 6 182 35 196 106 132 124 78 277 10 10 31 7 65 39 73
internal_value=0 -0.000121156 -0.000288579 0.000658077 0.000288467 0.000646914 -0.000197258 -0.000139564 -0.00214782 -5.92048e-05 8.78826e-06 0.000878897 -0.000170736 -9.35719e-05 -1.96859e-05 -0.000415721 -0.000195358 0.000512948 -0.000605717 -0.000351697 -0.000103854 -0.000403803 0.000208288 -0.00168318 -0.000729441 -0.00124694 -0.00192164 8.81503e-05 0.000606042 0.000670492
internal_weight=0 6.55111 5.3925 1.15861 0.992368 0.864077 5.15885 5.05248 0.194394 4.85808 4.72296 0.807791 3.91517 3.80907 3.71319 2.12968 1.92949 1.58351 1.53525 1.35739 1.23969 1.11241 0.752424 0.359981 0.458453 0.397029 0.328013 0.691343 0.545684 1.5154
internal_count=3121 3035 2733 302 184 164 2594 2242 279 1963 1872 92 1780 1420 1281 1006 824 275 789 683 551 537 449 88 325 315 284 127 104 269
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=1 50 150 15 474 50 3 3 123 49 2 2 159 2 48 48 52 456 16 16 52 42 1 14 13 48 0 15 160 43
split_gain=0.462545 0.303439 0.300827 0.356023 0.329719 0.331449 0.259925 0.340001 0.287951 0.254695 0.315053 0.25963 0.206347 0.204245 0.244878 0.221327 0.188199 0.18384 0.17567 0.184489 0.174159 0.152719 0.191434 0.157253 0.239196 0.207859 0.241418 0.218761 0.206881 0.192262
threshold=0.094385000000000011 0.07826000000000001 0.080470000000000014 -0.24436499999999997 -1.0000000180025095e-35 0.11843500000000001 -0.12018999999999998 0.090900000000000009 1.0000000180025095e-35 0.0034800000000000005 0.11093500000000002 0.10097500000000002 0.092630000000000018 0.090790000000000023 -0.064549999999999982 0.12879500000000002 0.13796000000000003 0.088760000000000019 0.23311500000000004 -0.032969999999999992 -0.43320999999999993 0.10194000000000002 0.122185 -0.10708499999999999 -0.23438999999999996 0.14174500000000004 -0.14051499999999997 0.050935000000000008 -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=1 6 3 4 -2 16 9 8 -8 10 11 12 -1 14 -4 -15 -6 20 19 -9 -5 23 -23 -22 -25 26 -26 28 -28 -30
right_child=2 -3 13 17 5 -7 7 18 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.00041890488509648943 -0.0016785559083538318 -0.0014907534317621166 0.001413722691618338 -0.001491830743208357 0.0014038036355479048 -0.00078452526339988448 -0.00090787555876185497 -0.00016487972328756113 0.0003467290174233683 0.0011929980019108393 0.001015717828581927 -0.0014595383967772944 -0.0013092604749567326 0.0012461370151299865 -0.00057514862963646801 -0.00026176066376474796 -0.00055293472707021311 -0.0012503410319856876 -0.00070140499888181568 0.0010393401190515153 -0.0011446231766327176 -0.0014639777920366778 0.00023542098737818596 0.0012438523730232494 0.0010583149885470744 -0.0013787278088516557 -0.00088167122054916118 -0.0012299289056986479 0.00091043221111001779 -0.00025747885997630263
leaf_weight=0.61707479163305856 0.12580243498086918 0.4970142624224535 0.18732417223509401 0.20130344913923126 0.95179688968346432 0.22888146387413133 2.9475822098320354 0.58629272086545814 0.46613827103283245 0.41371586581226427 0.40976511687040318 0.40433121984824538 0.2016972909332253 1.1182225223165003 0.4990860357647765 0.26489191455766548 0.12200552248395979 0.36184945516288269 0.43388672452419985 0.5356074827723204 0.22538852039724666 0.35352200380293641 0.24825269740540534 0.37772375904023681 0.47399362421129021 0.22588570974767197 0.36499094247119712 0.32642390916589636 0.69220699352445181 0.5618127301568131
leaf_count=68 3 445 17 113 195 18 1483 22 37 24 10 13 25 143 55 12 12 24 28 23 11 42 18 40 46 15 48 50 37 44
internal_value=0 -0.000370766 0.000143125 -2.90295e-05 0.000614598 0.000836052 -0.000291427 -0.000474641 -0.000736561 0.000153452 -0.000109935 -0.000487053 -6.81343e-06 0.00062908 -3.23775e-05 0.000957347 0.00118148 -0.000237355 0.000100065 0.000410028 -0.000146883 -7.65635e-05 -0.000762918 5.05844e-05 0.000139695 -1.79668e-05 0.000109078 -0.000122198 0.000101142 0.000387197
internal_weight=0 7.51311 7.91136 5.84184 1.42849 1.30268 7.01609 4.96951 3.41372 2.04658 1.63287 1.2231 0.818772 2.06952 0.68641 1.38311 1.0738 4.41335 1.55579 1.1219 4.0515 3.8502 0.601775 3.24843 3.02304 2.64531 2.41943 1.94543 1.61901 1.25402
internal_count=3121 2178 943 716 228 225 1733 1593 1520 140 116 106 93 227 72 155 207 488 73 45 464 351 60 291 280 240 225 179 129 81
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=4 12 132 1 151 0 0 151 48 50 42 13 456 9 15 13 0 13 160 52 160 12 1 16 13 1 52 13 13 43
split_gain=0.65796 0.512379 0.388236 0.387803 0.373927 0.331692 0.354688 0.315522 0.34514 0.294435 0.279687 0.285414 0.261791 0.260531 0.254357 0.267709 0.251299 0.236647 0.247943 0.23252 0.268019 0.222638 0.305221 0.197117 0.263735 0.21081 0.156816 0.14812 0.487102 0.169008
threshold=0.27834500000000006 0.079890000000000017 0.081465000000000024 0.13021500000000003 -0.27559499999999998 -0.060129999999999996 -0.10607499999999999 -0.086654999999999982 0.090390000000000012 0.11875500000000001 0.091735000000000025 0.11596500000000001 0.07672000000000001 -1.0000000180025095e-35 -0.016799999999999995 -0.08971999999999998 -0.11756999999999999 -0.0025349999999999995 0.088755000000000014 0.096795000000000006 -0.037174999999999993 0.087285000000000015 0.083345000000000016 0.38525000000000004 0.10820000000000002 0.080000000000000016 -1.0000000180025095e-35 -0.084034999999999985 -0.084319999999999992 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 16 12 13 -6 11 19 -1 -9 -15 -16 21 -10 26 20 -7 22 -3 24 25 -17 -19 28 29 -8
right_child=4 3 -4 -5 9 10 27 8 17 -11 -12 -13 -14 14 15 23 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00096577938203683299 -0.00095623743274282288 -0.0011099759176342737 0.00081898795536760661 0.00062230364542601281 0.00062187777015251496 0.00030624953981217697 0.0011471075141025967 0.00076104691622506232 0.0008060852674970936 -0.00064109753403100809 -0.0011177105782051817 0.00097477317992096296 -0.00044765654378124648 -0.00072487958147551953 0.00078533067662664663 0.00035793601561531671 0.00039691900347614876 -0.0010169907612248771 0.00046713066919047621 0.00030333239021494371 -0.00092142727595556477 -0.00099576980747283737 0.00091529305879372636 0.00042452961768037287 -0.0012230308548964637 -0.00059005817449854535 1.6642642714163372e-05 -0.0010897732128078831 0.00098056108141751598 -0.0011021047970073167
leaf_weight=0.61185830284375686 0.22362463502213392 0.14918449695687741 0.70634090423118312 0.44123620039317746 2.6200806569540869 0.32198958424851354 0.04273977130651474 0.25738859828561533 0.62998279143357683 0.24212305061519135 0.2914354491222183 0.32306954450905312 0.21181474626064301 1.5202361929113979 0.31886964128352735 0.47801522433292276 0.52905024180654547 0.32524257875047624 0.68524810066446662 0.76290173653978854 0.63386989769060087 0.54709469591034576 0.22278145386371762 0.36748233658727247 0.40960628353059281 0.68570236349478364 0.38470048038288929 1.5766357834218059 0.19892219777102704 0.65293584004393779
leaf_count=57 15 38 52 28 311 12 1 24 72 14 79 7 18 140 27 27 49 26 16 25 130 53 11 25 10 68 23 1239 21 503
internal_value=0 -0.000149545 4.53071e-05 -0.000370557 0.000408418 -0.000440621 -0.000635353 -3.40525e-05 -0.00012051 0.000515039 -0.000113516 2.98147e-05 0.000602302 -0.000305686 -0.000378323 -0.000145172 -0.00020473 0.000248647 -3.05755e-06 -0.000147806 -0.000507874 -0.000551064 0.000103018 -0.000298051 -0.000466825 -0.000200655 -0.000456891 -0.000887693 -0.000531548 -0.000963921
internal_weight=0 14.2863 7.59249 6.69385 3.08583 6.25261 3.91934 6.88615 6.06247 2.8622 2.33327 2.04183 0.823673 4.0373 3.77991 2.25968 1.44811 2.02517 1.39519 1.71876 0.955859 0.919061 0.371966 1.94081 1.57332 1.16372 0.709943 2.47123 0.894598 0.695676
internal_count=3121 2781 585 2196 340 2168 1915 533 458 325 253 174 75 321 297 157 151 137 65 167 142 102 49 130 105 95 49 1764 525 504
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=4 12 132 42 1 42 151 0 13 133 123 50 13 52 49 151 160 47 2 2 2 48 15 160 1 16 42 0 4 15
split_gain=0.644221 0.557238 0.386915 0.374088 0.409802 0.463814 0.346241 0.324022 0.300069 0.294113 0.397663 0.289911 0.227903 0.295142 0.221879 0.219061 0.224705 0.213808 0.290287 0.210074 0.415264 0.202837 0.250129 0.193694 0.213224 0.280873 0.200042 0.192013 0.19182 0.189573
threshold=0.27834500000000006 0.051320000000000005 0.081465000000000024 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.27559499999999998 -0.060129999999999996 0.11596500000000001 -0.0084449999999999994 0.088610000000000008 0.11875500000000001 -1.0000000180025095e-35 -0.037344999999999996 -0.10069499999999999 -0.086944999999999981 -0.091944999999999985 0.12282000000000001 0.113445 0.10327000000000001 0.097220000000000015 -0.064549999999999982 -0.47006499999999996 -0.075414999999999982 0.089875000000000024 -0.14322499999999996 0.084050000000000014 -0.084044999999999995 0.24564500000000003 0.19724500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 7 -2 23 19 -1 12 17 13 -11 -14 -16 -17 18 21 20 -9 -8 -23 -5 26 -26 27 -25 -3 -7
right_child=6 3 -4 4 -6 29 11 8 -10 10 -12 -13 14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012165757064832286 -0.001356521627521305 -0.001625429925082922 0.001131467627787875 -0.0014804436507737664 0.0011476361666964403 -0.0015654822914021162 0.0016231564161336331 -0.00040981330681741395 0.0017106178672801656 0.0014001635388348221 0.0014344056473513049 -0.0009377282137507418 -0.0016346121803071806 -0.0001422368234916041 0.00079602939422740925 -0.0016219509551154549 -0.00018815215831228193 -0.00085309044205247105 0.0015946132448606729 -0.0010586266093950509 0.0014465234862530464 0.0016233088691290885 -0.00015139734369084773 -0.00074797912405337192 0.0017538049923203447 -0.00071495543360939218 -0.0016013075316615522 0.00094219895715549635 9.1553121472195674e-05 0.00084947591655250493
leaf_weight=0.53451688366476435 0.23178972629830275 1.0764805310172967 0.74032524169888336 0.58011804716079618 0.40055442496668536 1.1344535317330153 0.32567307213321317 0.86661962931975611 0.28284946829080571 0.54018543753772974 0.46494065225124348 0.26211312972009171 0.27801094169262697 0.75725949008483417 0.53006867528893042 0.29971913387998883 3.7947222637594709 0.18218444939702738 1.0223760296357793 0.40934979007579375 0.47361503774300218 0.2534333646763115 0.99109107383992556 0.64578725714818574 0.23130085319280624 0.23723622510442499 0.45715869273408316 0.23224641074193575 0.19536853954195965 0.089095308911055215
leaf_count=62 15 704 51 332 23 489 31 47 5 99 47 14 22 39 19 34 190 11 167 79 13 58 44 87 3 48 344 23 17 4
internal_value=0 -0.000258376 3.40465e-05 -0.000575893 -0.000410438 -0.000521096 0.000521506 -0.000280465 0.000187185 -7.88027e-05 1.24453e-05 0.000664847 -9.41887e-05 0.000499935 -0.000251423 -0.00016827 -0.000293108 0.000816232 0.000933538 -5.91029e-05 0.000246183 0.000503103 0.000210002 -0.000679177 -0.000421472 0.000503788 -0.000746158 -0.000300914 -0.00136168 -0.00138963
internal_weight=0 15.252 7.93975 7.31223 6.04038 5.63983 3.26866 4.41628 2.03243 7.19942 6.66491 3.03687 6.19997 1.29744 4.90252 4.62451 4.09444 2.77476 2.59257 1.74958 1.34023 1.5702 1.24452 2.38385 1.80373 0.468537 1.33519 0.878034 1.27185 1.22355
internal_count=3121 2781 563 2218 1497 1474 340 981 144 512 450 325 403 138 265 243 224 311 300 139 60 133 102 837 505 51 454 110 721 493
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 12 47 12 4 50 2 13 48 2 1446 12 48 1 151 4 43 159 50 47 4 43 42 51 150 14 1429 16 4
split_gain=0.757016 0.489126 0.493911 0.45123 0.5127 0.497475 0.425093 0.34872 0.34036 0.299671 0.290599 0.281357 0.274549 0.271299 0.272232 0.256882 0.246297 0.501107 0.231705 0.448557 0.244963 0.396753 0.501711 0.229737 0.225081 0.225316 0.20232 0.20852 0.254609 0.255293
threshold=0.091615000000000016 -0.060129999999999996 0.084100000000000022 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 0.13404500000000005 -0.50061499999999992 0.12879500000000002 0.092875000000000013 0.091180000000000011 0.099100000000000008 0.091220000000000009 0.10089500000000001 -0.0077149999999999988 -0.49405499999999997 -0.45785999999999999 -1.0000000180025095e-35 0.089280000000000012 0.13148500000000005 0.09173000000000002 -0.04890499999999999 -0.09693499999999998 -0.076794999999999988 0.11213000000000002 0.062655000000000016 0.084990000000000024 -0.083134999999999987 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 10 4 11 -6 7 9 -4 13 26 -2 16 14 15 -7 17 -3 -5 20 21 -20 -23 -16 -25 -26 27 28 -1 -30
right_child=3 12 8 18 5 6 -8 -9 -10 -11 -12 -13 -14 -15 23 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00035685660337592937 0.0012744086217948082 0.00077872053425135041 0.0010423217066439193 -0.0010864251928808081 -0.0012366879290527692 0.00043580169339585152 -0.0013482288163934922 0.0013441082768806355 -0.0011781471624076952 -0.00076967506683664022 -0.0011217646238757155 -0.00099006460326871788 -0.00078743365005498817 0.001331492553811428 -0.000621652989599052 -0.0012169147067109855 0.00041300569172292968 -0.0013613289190043166 -0.00085425547510291756 0.0012042621056610845 -0.0009799820469935203 0.0013394253718810067 -0.00025591829248214668 -0.0003501188667360884 0.0010403334118793573 7.0872292054569759e-05 -0.001335185229036564 0.0013423849198643024 -0.00098982434184343793 0.00095836881257203605
leaf_weight=1.0856494881445549 1.2299426065874284 0.33143856935203075 0.12703535240143571 0.45795447228010777 0.39735768717946474 0.28668266860768199 0.2598487275536171 0.58131065347697575 2.2694239570118953 0.44606150174513448 0.53196006757207204 0.10367947863414873 0.6143338537076487 0.45417936681769777 0.31841402128338936 0.38264582841657002 2.156217493698934 0.44898449210450131 0.73084894358180585 0.41179444827139366 0.652487854938954 0.54592454573139548 0.92662509786896385 0.3862340904306637 1.3992794775404012 0.59562183660455037 0.19165075081400562 0.20616028900258232 0.63731955602997947 0.14363702014088631
leaf_count=59 253 8 5 60 94 20 49 72 1467 13 65 5 88 27 11 106 81 62 76 30 28 19 40 21 94 34 39 8 182 5
internal_value=0 -0.000362459 -0.00062065 0.000162637 0.000363948 0.000186117 0.000296749 0.000384875 -0.00106044 0.000254259 -0.000243756 0.00109836 1.51129e-05 0.000373728 0.000244606 -0.000509033 0.000183002 -0.000452469 -0.000207025 -8.37795e-05 -0.000269504 -5.91118e-05 0.00033553 0.000431464 0.000572291 0.000750879 -3.74925e-05 8.24939e-05 -5.66568e-05 -0.000631504
internal_weight=0 8.74381 5.19284 10.5669 6.84126 5.50764 5.11028 4.85043 2.39646 4.26912 2.79638 1.33362 3.55097 3.82306 3.36888 0.669328 2.93664 0.780423 3.72564 3.26768 2.85589 2.2034 1.47255 2.69955 2.38114 1.9949 2.26442 2.07277 1.86661 0.780957
internal_count=3121 2069 1830 1052 799 541 447 398 1472 326 358 258 239 313 286 126 151 70 253 193 163 135 59 160 149 128 293 254 246 187
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=4 12 3 151 15 43 42 3 3 52 16 0 41 52 15 15 160 50 160 47 52 2 52 2 48 1 14 48 15 47
split_gain=1.04709 0.762011 0.474344 0.437847 0.39893 0.377625 0.399571 0.339007 0.31196 0.369293 0.290677 0.437103 0.288161 0.304407 0.281856 0.289539 0.259447 0.245072 0.232148 0.246406 0.225754 0.223116 0.220119 0.210222 0.254381 0.327516 0.235718 0.235133 0.209491 0.24809
threshold=0.27287000000000006 0.079890000000000017 0.10732000000000001 -0.27559499999999998 0.19724500000000003 -0.04890499999999999 -0.095284999999999995 -0.097604999999999983 0.20828500000000003 -0.085984999999999992 -0.008904999999999998 -0.090809999999999988 0.078065000000000009 -0.15275999999999998 -0.074054999999999996 -0.095869999999999983 0.096485000000000015 0.11875500000000001 0.084770000000000026 0.092710000000000015 -0.046924999999999988 0.10097500000000002 -0.0092699999999999987 0.113445 -0.064549999999999982 0.11230000000000001 0.077685000000000018 0.13077000000000003 -0.11033999999999998 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=1 5 4 -2 7 6 -1 12 9 16 14 -12 13 -3 15 18 -7 23 19 -11 -8 -16 -10 24 -5 -26 -27 -25 -15 -30
right_child=3 2 -4 17 -6 8 20 -9 22 10 11 -13 -14 28 21 -17 -18 -19 -20 -21 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.00037623120175249973 -0.0009289378703612166 -0.0011302079305920058 0.00027697368152659614 0.0011473679631315301 0.00050353437523950487 -0.0011225181094771826 0.00098090518243829083 -0.00080630918584038188 0.0011378318925061406 0.00043290195775213657 0.0010831656782901338 -0.00019011510320280197 -0.0011437217010286918 -0.0011714731705268482 -0.0002433810844657655 0.0004447928543010108 0.00031086740844206266 -0.00038069407474790209 -0.0012079008782139391 -0.0007547464499071502 0.00024757331774072713 -0.0012498153596141811 -9.8733207222298665e-06 0.0011201342143902508 -0.00029032560142907117 0.0011386875097101994 -0.00026323530569451848 -0.00029129638443590203 -6.4916041201712764e-05 0.0010488050745542979
leaf_weight=0.68400205578655038 0.2764850528910755 0.34943482861854214 1.0195029089227317 0.43582803849130902 0.43551378743723024 0.80062755191465829 1.0400741186458622 4.1720433631562583 0.3827319344272837 0.49207243171986192 0.58047939697280526 0.81189699820243377 0.44081664644181717 0.17644414666574526 0.57201429782435276 0.91042976221069705 0.19767334905918688 0.33652192726731289 0.32131160330027342 0.39566401392221451 1.0683969368692483 0.53535340586677194 0.46429470437578846 1.2469278854550792 0.85412207618355729 0.51843099750112742 0.21220101416110992 0.16816419968381513 1.6633677764330079 0.29574903426691879
leaf_count=31 15 97 25 31 18 98 119 1818 44 33 17 41 59 11 37 24 8 15 14 30 49 11 24 168 33 79 2 9 152 9
internal_value=0 -0.00019919 -0.000440307 0.000432078 -0.000537377 2.35857e-05 0.00036791 -0.000601246 -0.000125151 -0.000220728 -8.71739e-05 0.000340714 -0.000308838 -0.000160737 -0.000271806 -3.24452e-05 -0.000838694 0.000531834 -0.000391812 -9.64328e-05 0.000609314 -0.000729939 0.000508721 0.000621216 0.000389271 0.000180784 0.00073152 0.000952405 -2.10518e-06 0.000103212
internal_weight=0 17.8099 8.55287 4.04868 7.53337 9.25702 2.79247 7.09786 6.46455 5.61752 4.61922 1.39238 2.92581 2.485 3.22685 2.11948 0.998301 3.7722 1.20905 0.887736 2.10847 1.10737 0.847027 3.43567 2.02058 1.58475 0.730632 1.41509 2.13556 1.95912
internal_count=3121 2769 2189 352 2164 580 199 2146 381 313 207 58 328 269 149 101 106 337 77 63 168 48 68 322 145 114 81 177 172 161
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=4 12 151 43 42 1 42 52 0 50 3 52 16 15 0 160 1 15 374 42 15 0 12 47 10 3 52 52 0 16
split_gain=0.91684 0.773675 0.492955 0.44528 0.44355 0.54601 0.507031 0.364108 0.372613 0.335585 0.322954 0.420412 0.309691 0.369245 0.367326 0.296889 0.321595 0.272772 0.270173 0.269419 0.263745 0.2267 0.223794 0.29398 0.274198 0.325581 0.213673 0.294507 0.207672 0.207421
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.04890499999999999 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.15275999999999998 -0.060129999999999996 0.13146500000000003 0.20828500000000003 -0.085984999999999992 -0.008904999999999998 -0.074054999999999996 -0.14226499999999997 -0.075414999999999982 0.089875000000000024 -0.095869999999999983 1.0000000180025095e-35 0.084050000000000014 0.19724500000000003 -0.10474999999999998 -0.040564999999999997 0.10843500000000002 0.039530000000000003 0.11924500000000002 -0.012164999999999999 0.096795000000000006 -0.11756999999999999 -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=1 3 -2 18 -3 6 7 -6 15 22 11 -5 13 17 -14 -9 19 21 26 29 -8 -13 -4 24 25 -24 -1 -28 -12 -17
right_child=2 4 9 10 5 -7 20 8 -10 -11 28 12 14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012508405109916819 -0.0012917831299444672 -0.0013644912957532719 0.0015542723789815447 -0.0012123576471711646 -0.0015611296773310772 0.0011738361528666852 -0.0015282903081673097 -0.0014231327289947718 0.0003162713917925477 -0.0011145678115897829 4.7758529932633114e-05 -0.00086166981051212152 0.00163320902230735 -0.0011289626234939187 -6.6550537625383467e-05 -0.0010448737441911974 0.00091871275429705561 0.00070799632083378187 -0.00066776721850741311 -0.0015555047275101802 0.00098559224002737057 0.00068604264164847273 0.001492331019124525 -0.00076206270955753836 -0.00011670657079721073 1.4254906780717922e-05 -0.00063547812425457134 0.0010447122261615181 0.0015790816929799839 0.0004513330522224996
leaf_weight=1.1764107781928037 0.32172719575464714 1.5021562743349965 0.7800002477597453 1.0051654184353536 0.50979189487407151 0.46998960548080493 1.3840798528981393 0.71195870905649306 2.0132123671937645 0.2281401129439472 0.49100683280266821 0.87582465400919252 0.46185826510190964 1.0328974260482935 0.89495016285218854 0.36070348101202399 0.43412161926971737 0.80358329066075418 0.34694436891004432 0.47426382964476943 0.10778934368863691 0.30599804769735783 1.3374860886251552 0.32733342936262477 0.58940461045131076 0.48715414921753097 0.45894396514631808 0.54898878186941147 0.37372143229003985 0.57741740392520824
leaf_count=119 15 721 148 106 188 23 489 331 60 10 38 56 14 40 43 29 33 23 20 285 4 20 101 13 19 34 31 22 31 55
internal_value=0 -0.000269315 0.00054704 5.34982e-05 -0.000600848 -0.000437983 -0.000553227 -0.000320283 -0.000181915 0.00070482 -0.000168486 -0.000309609 -0.000102206 -0.000378329 0.000512048 -0.00057393 -0.000246503 1.21839e-05 0.000601161 -0.000604652 -0.00134666 -0.000460935 0.000822693 0.000614538 0.000801198 0.0010977 0.000802707 0.000279668 0.000709571 -0.000123952
internal_weight=0 17.3218 4.07125 8.77629 8.54548 7.04333 6.57334 5.08147 4.57168 3.74952 6.24501 5.38028 4.37511 3.0183 1.35681 2.55847 1.84651 1.98541 2.53129 1.41238 1.49187 1.18182 3.52138 2.74138 2.41404 1.82464 2.18434 1.00793 0.864728 0.938121
internal_count=3121 2781 340 563 2218 1497 1474 981 793 325 371 302 196 139 57 733 402 99 192 369 493 76 315 167 154 135 172 53 69 84
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=156 15 421 14 31 39 43 13 52 132 12 457 1 457 457 160 42 39 133 160 133 16 4 0 15 475 12 43 12 49
split_gain=0.109116 0.121349 0.103956 0.152032 0.09899 0.0974894 0.120811 0.158652 0.11553 0.108238 0.162235 0.136719 0.139272 0.117386 0.133235 0.117146 0.119592 0.144531 0.145736 0.123197 0.185359 0.122833 0.194828 0.21136 0.104853 0.103118 0.100911 0.0938422 0.0917306 0.0873285
threshold=-1.0000000180025095e-35 -0.47006499999999996 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 0.16946000000000003 0.24789500000000006 -0.091054999999999983 0.11434500000000002 0.080640000000000017 0.085495000000000015 0.082380000000000009 0.11212500000000002 -0.14941999999999997 -0.0029299999999999994 0.092865000000000017 -0.11051499999999999 0.091820000000000013 0.086910000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072359999999999994 0.076415000000000025 0.22582000000000002 -0.11033999999999998 -0.083589999999999984 -0.010834999999999999 -0.50216499999999986 0.051320000000000005 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=-1 -2 -3 4 -4 6 7 8 29 11 -11 13 -13 -9 -15 16 -16 18 19 25 -21 24 23 26 -22 -18 -23 -28 -10 -6
right_child=1 2 3 -5 5 -7 -8 9 28 10 -12 12 -14 14 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0033091157119292756 0.0028675564312601815 0.0033693866724194312 0.0033463236696599122 -0.0027252892365741016 0.0016994103239631095 0.003367479962753021 -0.002374745329065312 0.0023749734407264179 0.0015897825304947901 0.0027158518868664687 -0.0018965907965893323 0.0013185791509987338 -0.0016312299610336007 -0.0029569397928028394 -0.0027940506146151116 -0.0032427096474784648 0.0013014477111400555 0.0021617335539366538 -0.0032938933363654025 -0.0031227478670579293 -0.00031128334743165764 0.0014498542282366078 0.0034630534685307292 0.0030939884020672959 0.002609973418883397 -0.0021661165343219448 0.00075298080841489892 -0.0032575764620069157 -0.0033723985038732799 -0.00042444345566031085
leaf_weight=0.11315335654944636 0.15278772455349088 0.092538111057365202 0.091705214348621555 0.24144416573108163 0.99499447089328874 0.086834650894161203 0.25613986547250522 0.12220820905349716 0.063137515768175834 0.2728888916899449 0.11943567759590223 0.72465244337945467 0.22961967717856169 0.31624283790733976 0.23497272195527497 0.18602055052178901 0.11364399499143474 0.23018283875717305 0.19728917808970425 0.16561778765754143 0.1972409325899207 0.081041645142249763 0.12421689834445715 0.11025784304365516 0.41652019511093386 0.52521554577106444 0.077004071325063705 0.36403717441862038 0.11361714232043596 0.26764323028328363
leaf_count=163 106 19 55 95 253 16 169 22 15 66 161 153 16 164 101 106 34 65 386 319 27 17 7 4 64 275 3 167 34 39
internal_value=0 -4.24305e-05 -0.000105798 -0.000152245 -5.92767e-05 -0.000106664 -0.000153048 -6.19639e-05 0.00089935 -0.000349738 0.00131168 -0.000497342 0.000608788 -0.000802263 -0.000918533 -0.000705309 -0.000538947 -0.000335322 -0.000577631 -0.000331223 0.00017542 0.00057404 -0.000316026 -0.00105839 0.00167119 -0.00154929 -0.00193532 -0.00255735 -0.00159989 0.00124921
internal_weight=0 7.16915 7.01636 6.92383 6.68238 6.59068 6.50384 6.2477 1.43939 4.80831 0.392325 4.41598 0.954272 3.46171 3.3395 3.02326 2.83724 2.60227 2.37209 2.1748 1.53594 1.37032 0.756558 0.632341 0.613761 0.63886 0.522083 0.441041 0.176755 1.26264
internal_count=3121 2958 2852 2833 2738 2683 2667 2498 341 2157 227 1930 169 1761 1739 1575 1469 1368 1303 917 608 289 198 191 91 309 187 170 49 292
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=1 2 50 158 133 131 51 3 1374 12 157 1 4 403 42 376 150 43 146 52 3 12 1 148 3 2 2 3 0 151
split_gain=0.106645 0.128873 0.12655 0.100742 0.107124 0.114045 0.104372 0.0995045 0.113574 0.101333 0.0898186 0.106296 0.272964 0.137542 0.104356 0.141783 0.0877895 0.0858097 0.107636 0.0969158 0.112011 0.11419 0.124664 0.121934 0.109349 0.083068 0.0793607 0.117162 0.0923231 0.0737135
threshold=0.098700000000000024 0.14753000000000002 0.07826000000000001 0.084765000000000021 0.10622000000000002 0.087705000000000019 -0.10748999999999999 0.10299500000000002 -0.094929999999999987 0.099100000000000008 -0.084489999999999996 1.0000000180025095e-35 -0.070499999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091135000000000008 -0.082924999999999985 -0.40263499999999991 0.12035500000000002 -0.43320999999999993 0.095270000000000007 0.092465000000000006 0.12958500000000003 -0.080634999999999984 -0.20241999999999996 0.17025000000000004 0.11215000000000001 0.11658 -0.15202999999999997 -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 17 3 4 5 6 -1 8 -8 10 -10 12 13 -12 15 -15 -5 -2 19 -19 21 23 24 -21 -23 -6 27 -22 -28 -13
right_child=1 -3 -4 16 25 -7 7 -9 9 -11 11 29 -14 14 -16 -17 -18 18 -20 20 26 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0034943839972803948 -0.002856165253402332 0.002776205704398346 -0.0030120261378155802 0.0035715879627766867 -0.0035336440298643292 -0.0034564997890090673 -0.0028711619645065164 0.0019018775991987017 -0.0035031398500522354 -0.0032055494010634366 -0.0035148296880856463 0.0026887000897392048 -0.0028053664258856728 -0.0035305616124701351 0.0019268096072477322 0.0035720904377662876 -0.003290266615508226 -0.003488776326659978 -0.0036417731552027149 -0.0020549103866117366 -0.0012981627575917361 0.0023970613107242773 0.0024282875956897045 0.00248470063695905 -0.0014163034513526166 0.0035613022025796416 -0.0020045761475707062 0.0025139556816479208 0.00054395657700091987 0.00063360039403709376
leaf_weight=0.093850966040920247 0.1094296709197814 0.24820250736956939 0.22724140605714627 0.025318093597888947 0.16916421994756081 0.11230978281673731 0.15818000353465622 0.37583809337229457 0.071510804962603536 0.10252447948005272 0.079661909883729565 0.32162413699552417 0.35109308223763125 0.10617054798422032 0.61876249701526731 0.050043234601616859 0.20738323228215438 0.075538855133347016 0.082168008666485437 0.079550697584638286 0.16845917538739719 0.11305712966714054 0.21519445956801064 0.71675360923108866 0.46645171586715151 0.022643256932497025 0.44516492371622007 0.23184418851451483 0.28035123943118379 0.61528441176778859
leaf_count=117 15 112 483 1 265 149 33 23 57 108 184 40 311 78 100 2 226 108 3 9 20 17 26 254 94 1 49 52 63 121
internal_value=0 0.000367678 -0.000496782 -0.000332603 -0.000174223 -1.59853e-05 0.000115242 0.000234078 -1.91982e-05 0.000175531 0.000332089 0.00046009 -0.000222925 0.000837965 0.0012854 -0.00125522 -0.00254369 0.00016734 0.000282441 0.000397914 0.00050598 0.00110016 0.00016726 0.00203119 -0.000672349 -0.00269607 -0.000333721 0.000909707 -0.00101978 0.00133908
internal_weight=0 3.23217 3.7086 3.48136 3.24866 3.05685 2.94454 2.85069 2.47486 2.31668 2.21415 2.14264 1.20573 0.854638 0.774976 0.156214 0.232701 2.98396 2.87453 2.79237 2.71683 1.59101 0.794703 0.796304 0.579509 0.191807 1.12582 0.400303 0.725516 0.936909
internal_count=3121 822 2299 1816 1589 1323 1174 1057 1034 1001 893 836 675 364 180 80 227 710 695 692 584 400 137 263 111 266 184 72 112 161
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=1 2 50 1374 484 0 42 43 133 42 133 12 1 1446 1426 4 133 4 151 3 3 52 4 15 16 40 14 16 13 3
split_gain=0.0959391 0.114943 0.114595 0.0973882 0.101787 0.109397 0.0924622 0.0932003 0.109071 0.0983035 0.122828 0.109843 0.107053 0.0898741 0.0944791 0.135491 0.100261 0.0811647 0.110967 0.114822 0.0958556 0.0914981 0.0968464 0.0794646 0.0793692 0.144039 0.0965271 0.0905077 0.120683 0.101325
threshold=0.094385000000000011 0.14753000000000002 0.07826000000000001 -0.094929999999999987 -0.0068949999999999992 -0.23091999999999999 -0.095284999999999995 -0.20207499999999998 0.10622000000000002 0.085505000000000012 0.083950000000000011 0.099400000000000002 0.080000000000000016 0.091555000000000011 -1.0000000180025095e-35 0.50822500000000004 -0.25159999999999993 -0.14723499999999998 -0.086769999999999986 0.10732000000000001 -0.12711499999999995 -0.083374999999999991 -0.0035949999999999997 -1.0000000180025095e-35 0.042200000000000008 0.064905000000000018 -0.10708499999999999 -0.091354999999999978 -0.080759999999999985 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 -6 -7 -8 9 10 11 17 -11 14 -2 16 -16 20 -19 21 -9 22 -20 -12 26 -26 -18 28 29 -28
right_child=1 -3 -4 4 5 6 7 8 -10 12 23 -13 -14 -15 15 -17 24 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0036819837067094351 -0.0037688152133621079 0.0027524732430545648 -0.003603119580843024 -0.0036243682249680301 0.0032109136949000174 -0.0033343048617709395 0.0016119837267282908 0.0025487579482848261 -0.0036513647976741375 -0.0036249999703648205 -0.00067500378464240159 -0.0036988426985502375 0.00048796590963380099 -0.0034379003528124722 -0.0036382142808018608 0.003161577779961624 -0.0016588463957168446 0.0022258927792619767 -0.0020421197375381076 0.0026923425101746624 -0.00074466968798599662 -0.0029509664436475889 0.002322065579944532 0.0034989261438122211 -0.0016885010806263099 0.0036783751828884871 -0.00011614573543803865 0.0018162061838408383 -0.00061104027355227575 0.0032074583746257968
leaf_weight=0.11196464797831218 0.074043981912838119 0.23349375171528652 0.15088561210723117 0.11203473701607558 0.12094348215032491 0.12233256081163046 0.34083052872301989 0.27797349623870105 0.12613841825805128 0.2036961878184228 0.082932077588338871 0.11244342648933514 0.13641653145168675 0.088059625893947557 0.088013400367346839 0.20490124890784489 0.22807996787014717 0.14330039116612492 0.15381217333197128 0.084538824390619993 0.19352577190147935 0.36025687670188422 0.11452815141092509 0.20310874299320847 0.47786091299349198 0.074646996334195137 0.22056227311259136 0.73159458766166929 0.80964166484773403 0.25572963709419128
leaf_count=35 36 112 445 263 16 147 61 20 186 332 61 69 91 27 25 119 37 17 39 6 32 316 27 15 192 5 27 196 116 51
internal_value=0 0.000317348 -0.000547666 -0.000394031 -0.000266597 -0.00013112 -0.000283313 -0.000135993 -0.000407699 -0.00020971 0.000138123 -0.000288969 -0.00197532 0.000142567 0.000242184 0.000338265 0.000137824 -2.36301e-07 -0.000659346 -0.00123912 0.00119698 -0.00176785 -0.000179477 0.00228877 0.000256597 -0.000963405 0.000556766 0.000807239 0.000233217 0.00166836
internal_weight=0 3.48663 3.15166 3.00078 2.88881 2.77678 2.65583 2.5335 2.19267 2.06653 1.72642 1.44038 0.340113 3.25313 3.16507 3.09103 2.88613 1.32794 0.856436 0.713136 0.471499 0.628597 0.26834 0.286041 2.79812 0.552508 2.24561 2.01753 1.28593 0.476292
internal_count=3121 943 2178 1733 1698 1435 1419 1272 1211 1025 602 526 423 831 804 768 649 457 405 388 52 382 66 76 624 197 427 390 194 78
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 403 480 2 403 452 156 48 1 146 2 50 47 3 128 130 43 1132 1 0 3 43 376 49 160 16 16
split_gain=0.0947001 0.111469 0.103656 0.0948575 0.0935395 0.0911186 0.0857589 0.0854739 0.0783232 0.074356 0.0726307 0.102401 0.117158 0.0958308 0.0916569 0.0919542 0.0799426 0.0725181 0.0733303 0.0989168 0.114849 0.122266 0.116549 0.160913 0.0979191 0.103767 0.0871602 0.0836184 0.0742421 0.147805
threshold=0.27287000000000006 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 0.084710000000000021 -0.18970999999999996 0.11224000000000002 0.085195000000000007 0.10499000000000001 -0.064549999999999982 0.11230000000000001 0.12035500000000002 0.099515000000000006 0.11875500000000001 0.13011000000000003 0.097915000000000016 0.11669000000000002 -0.23647499999999996 -0.074359999999999996 -0.10116499999999999 0.099195000000000019 -0.070154999999999981 -0.0080949999999999998 -1.0000000180025095e-35 0.084360000000000018 0.10969000000000002 -0.081969999999999987 0.22339500000000004 -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 -2 3 8 -5 7 -4 9 -1 17 -3 13 14 -12 15 -13 -15 18 -6 20 -20 22 23 -22 25 -21 28 -23 29 -26
right_child=1 10 6 4 5 -7 -8 -9 -10 -11 11 12 -14 16 -16 -17 -18 -19 19 24 21 27 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.003220495163483144 -0.0027606516897160289 0.0032266206158807907 0.0024341186266613204 -0.0032115237601292815 -0.0030353657724018022 -0.0032188244715803394 -0.0032238814531981561 -0.003225589771564695 0.0032789889136436508 -0.0026743160952173535 -0.0026366020601198558 0.0032342106202548496 -0.0029863365983501737 0.0023329562332263889 -0.00094646113644800329 -0.0021335983675526016 -0.001215875960975187 -0.0032562575623401005 -0.0032721292069401624 -0.0027309544808299833 -0.0018228559291655149 -0.00083975773214816003 0.0014058847180054863 0.0030474905330669672 -0.00039941514984862333 0.002809868964367742 0.0021383474357763192 0.0029150520744363321 -0.0017297067620505409 0.0015516611232217498
leaf_weight=0.1597000106339691 0.086129789473488816 0.1353178102581295 0.032201435882598162 0.096236652188963379 0.070320578190148697 0.089699704167287453 0.19032852256350441 0.080754859089210984 0.021645724773406982 0.097020673674705793 0.14118453233095341 0.36572157267073635 0.051090502180159092 0.13690267290803604 0.083113319240510464 0.03604432987049222 0.12470451020635664 0.062856091488356358 0.064587274100631364 0.23502838595959419 0.33923480515295512 0.071032725070836022 0.55590925619617282 0.087794114951975644 1.4782942970086876 0.040778475580736995 0.19882238073478209 0.43071557756047696 0.24845810287661141 0.54685779721330874
leaf_count=279 15 50 5 348 15 175 134 147 1 82 15 209 2 34 12 7 8 37 4 352 419 17 72 14 353 16 33 116 54 96
internal_value=0 0.000749037 -0.00026411 -0.000168357 -8.22558e-05 -1.81562e-05 -0.00240513 4.41419e-05 -0.00244471 0.00010246 0.00103048 0.000713914 0.00163196 -0.000507669 0.00211857 0.00275264 0.000641277 0.000163264 0.000212473 0.000265618 0.000913518 0.0010956 0.000438196 -0.000821547 -9.96249e-05 -0.00191174 0.000102521 0.00238348 -7.55076e-05 0.00012744
internal_weight=0 1.16021 5.19828 4.97575 4.7944 4.69817 0.22253 4.60847 0.181346 4.52771 1.07408 0.938761 0.53597 0.402792 0.484879 0.401766 0.261607 4.43069 4.36783 4.29751 1.54927 1.48469 0.982938 0.427029 2.74824 0.275807 2.47243 0.501748 2.27361 2.02515
internal_count=3121 352 2769 2630 2350 2002 139 1827 280 1680 337 287 230 57 228 216 42 1598 1561 1546 642 638 505 433 904 368 536 133 503 449
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=1 47 4 0 0 50 2 128 48 14 4 43 51 1 160 16 4 3 43 3 2 150 2 51 4 3 0 483 148 51
split_gain=0.540734 0.37523 0.399208 0.305629 0.394299 0.302588 0.284828 0.328137 0.350433 0.263729 0.231953 0.332513 0.213238 0.239806 0.198699 0.1793 0.179091 0.387667 0.170382 0.187709 0.312736 0.16692 0.169781 0.160904 0.160236 0.167092 0.166494 0.138268 0.145004 0.132417
threshold=0.094385000000000011 0.086785000000000015 -0.17966999999999997 -0.060129999999999996 -0.10607499999999999 0.13997500000000004 0.13247500000000004 0.084155000000000021 0.12879500000000002 0.077685000000000018 -0.49405499999999997 -0.52440999999999993 0.08955500000000001 0.08592000000000001 -0.26568499999999995 -0.014034999999999997 -0.083854999999999985 -0.084074999999999997 -0.083684999999999996 -0.52915999999999996 0.10097500000000002 -1.0000000180025095e-35 0.13913500000000004 -0.076794999999999988 0.24564500000000003 0.11296500000000002 -0.033209999999999996 0.10263000000000001 -0.080634999999999984 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 7 8 9 14 11 -5 13 15 -4 29 17 -6 -12 -20 -21 -3 24 -16 25 26 -23 28 -25 -1
right_child=1 21 5 10 16 -7 -8 -9 -10 -11 18 -13 -14 -15 23 -17 -18 -19 19 20 -22 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.001308686472893255 -0.0012337831262166001 -0.0013455117120372284 -0.00097697588134761115 0.00095836145315801146 -0.0015952575644933426 -0.0016280214371477448 0.0016165131369645918 -0.0015280646067082839 -0.00098086793665759877 -0.00083056832276486145 0.00094948986645449515 -0.0012713791021040652 -0.0012780057696796182 0.00067352901563872043 1.477878162562102e-05 0.00046296696273300761 -0.0014313942665306432 0.0017522314988609965 0.0015441184730519981 0.00042815953694358536 -0.0013245839202557803 -0.00066441978810093073 0.0010302352805416802 9.9802843260430929e-06 0.0002782610649210403 -0.0016531584894754782 0.00094341061094827797 -0.00031021501578108447 0.0013819875832723157 0.00040911548795148227
leaf_weight=0.54778394172899425 0.31611360757960927 0.31103917374275658 0.13422502210596743 0.23224336933344603 0.2078398106386885 0.14722785481717426 0.70808748569106672 0.18918328109430138 0.31338810874149192 0.23715437797363836 0.70438387361355137 0.62719747232040424 0.3881157663417979 0.80207278189482156 0.36132047267165246 0.33780434855725638 1.5364808750455266 0.15163026750087727 0.16608096682466578 0.64358786540105872 0.43055190981249325 0.70571820222539905 0.29249229084234674 0.21564573654905261 0.81915216357447196 0.30464452324667946 0.21231172548141319 0.15325082832714532 2.0597060172003654 0.1435104671982117
leaf_count=130 103 22 18 8 295 14 144 26 12 12 51 74 40 47 36 27 1378 4 6 24 85 116 29 19 40 16 10 26 300 9
internal_value=0 0.000231975 0.000495684 -0.000385454 -0.000661625 0.000616659 0.00069225 0.000513624 0.000624786 0.000783959 1.98561e-05 -0.000668845 -0.000206178 2.09956e-05 0.000914901 -0.000487585 -0.00119474 -0.000183233 0.000324236 -3.08777e-05 -0.0002744 -0.000250043 -0.000104076 0.00100592 -0.000266567 -0.000631584 -0.000292579 0.00115338 0.00125196 -0.000952076
internal_weight=0 7.48066 4.8353 6.91928 4.11524 4.51919 4.37196 3.66387 3.47469 3.1613 2.80405 0.859441 2.21929 1.83117 2.92415 1.0291 1.89595 0.35947 1.9446 1.24022 1.07414 2.64536 2.33432 2.78992 2.04183 1.22267 0.91803 2.4286 2.27535 0.691294
internal_count=3121 943 710 2178 1930 607 593 449 423 411 248 82 253 213 399 166 1677 299 166 115 109 233 211 381 182 142 126 345 319 139
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=12 4 42 13 133 1 42 132 132 448 52 2 474 52 13 52 12 151 52 47 151 0 13 1 4 51 52 457 15 159
split_gain=0.619376 0.534786 0.476173 0.428932 0.407539 0.395945 0.47547 0.381524 0.364937 0.356964 0.287131 0.27432 0.265353 0.25686 0.249177 0.267967 0.254786 0.273076 0.23865 0.260036 0.247608 0.233966 0.228367 0.218784 0.203157 0.332657 0.230328 0.270396 0.194631 0.18983
threshold=0.079890000000000017 0.24564500000000003 -1.0000000180025095e-35 -0.00051499999999999994 -1.0000000180025095e-35 0.13021500000000003 0.086665000000000006 0.087955000000000019 0.082230000000000011 -0.081729999999999983 0.039215000000000007 0.083995000000000014 0.085500000000000007 0.15915500000000002 -0.53104499999999988 -0.15275999999999998 0.099400000000000002 -0.089594999999999994 -0.085984999999999992 0.092710000000000015 -0.086654999999999982 -0.18901999999999997 0.15641500000000003 0.097115000000000021 0.0061450000000000003 0.087505000000000013 -0.07167999999999998 0.091495000000000007 -0.03241999999999999 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 11 18 -1 -6 -3 -4 14 21 -13 -16 17 -17 23 20 -20 -11 29 -5 25 -22 -26 28 -28 -8
right_child=1 10 5 7 9 -7 22 -9 -10 13 -12 12 -14 -15 15 16 -18 -19 19 -21 24 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0011496303846046309 -0.0013676771924784428 0.00052477330940743595 -0.001216385257354989 -0.0013778850735775997 -0.0012065228069692039 0.0010068320267914105 0.00069868820123723113 0.0013218883732809199 0.0010024027281592526 -0.00039431375540171864 -0.00070550523003304767 -0.0014146406219686892 -0.0013932538279705876 -0.00059428015672368067 -0.0013665486240957789 -0.00073515486843611514 -0.00049753716323144902 0.00080558590750298665 0.00090616493927266973 -0.00061928225867498624 2.3561682052162883e-05 0.001203876364288415 0.00017515819512484764 -0.00014278949016052558 -0.00053737678233163188 -0.0012667207704921218 0.00060929507846665162 0.0013794183142530219 -0.00062293753456822774 -0.0012602045668214251
leaf_weight=0.41283994197147 1.0278703466756267 1.6352793241385373 0.38230032555293147 0.47157910629175581 0.15031630545854646 0.35861581936478604 0.095575507788453584 0.3613932579755782 0.22100096108624712 0.18258507316932204 0.43971870891982678 0.17942494084127325 0.22905807493953023 0.18355722166597832 0.17711857758695382 0.2431310797110221 0.49665890960022796 1.5484344570140791 0.66408781940117467 0.9948815235402434 1.4915541256777962 2.0026104574208139 0.27309527271427203 0.58949702227255329 0.44230068475007955 0.48327450302895147 0.65713281265925549 0.50487655214965332 0.36377779883332639 1.6589187759964259
leaf_count=64 700 83 99 63 4 21 14 25 31 12 50 7 87 16 70 52 19 197 35 58 56 309 14 44 5 33 53 23 13 864
internal_value=0 -0.000335183 -0.000521598 0.000155278 0.000569434 -0.000367467 -0.000460743 -3.06182e-05 -0.000399282 0.000813179 0.000264062 -0.000140803 2.28014e-06 0.000941346 0.000123145 0.000235063 0.000359035 0.000596494 -0.000103977 7.34772e-06 0.000142668 0.00107034 -0.000974539 -0.000691709 1.4076e-05 -0.000292193 0.000321394 0.000570337 0.000170218 -0.00115349
internal_weight=0 8.7452 6.6702 10.1773 3.15291 5.64233 5.28372 7.02436 0.633841 2.51907 2.075 3.25613 2.87383 2.36875 2.64477 2.46534 2.28822 1.79157 6.66296 5.60189 4.607 2.1852 2.02759 1.06108 3.94292 1.97483 1.96809 1.52579 1.02091 1.75449
internal_count=3121 2277 2144 844 436 1444 1423 408 95 341 133 531 432 337 345 338 268 249 383 276 218 321 892 107 183 89 94 89 66 878
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 48 51 150 484 8 41 401 1429 457 403 16 0 160 13 48 1 16 3 52 132 1 3 11 13 16 48
split_gain=0.0945796 0.0952924 0.128702 0.103265 0.103036 0.155624 0.141255 0.0971513 0.105034 0.0981636 0.0927526 0.083728 0.0905053 0.0906003 0.0871489 0.165269 0.119184 0.128956 0.106998 0.0808498 0.117791 0.102466 0.0985989 0.104663 0.080302 0.0796391 0.0741988 0.0693643 0.066238 0.0661818
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 0.12649500000000002 0.13705500000000001 0.081835000000000019 -0.068929999999999977 0.088180000000000022 0.079885000000000025 0.083100000000000021 0.084545000000000009 -0.0029299999999999994 -0.081904999999999992 -0.083539999999999989 -0.059114999999999994 -1.0000000180025095e-35 -0.019614999999999997 0.084855000000000014 0.10538500000000002 0.0039400000000000008 0.11924500000000002 0.096795000000000006 0.096135000000000012 0.11323000000000001 0.076840000000000006 0.089270000000000002 -0.49353499999999995 0.15891500000000003 -0.031249999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 19 -2 9 10 11 12 -9 -14 16 18 -15 -18 -16 20 27 26 23 28 -23 -17 -21 -5 -22 -29
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 -13 13 14 15 25 17 -19 -20 21 22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0037474084581946773 -0.003579837913621898 -0.003735302511187619 0.0031761651374442165 0.0038116142775606178 -0.0035137017945679719 0.0010120044147329177 0.002645047491244746 -0.0030912590184376731 0.0034095148046104432 -0.0030534967237896152 -0.003685733130100617 0.0021050605050583239 -0.0037129179283638416 -0.0031427704848014308 -0.003193908644405088 0.0012066717747969446 0.0028109861677735612 0.00010540475742801218 0.00063132077059436034 0.0035316146293601423 0.0014926354404098789 -0.0021014073183191475 0.0019102550519300102 0.0034706939546774729 0.001449667981938331 -0.0015849365840168784 -0.00087508996271952358 0.0021903340371246791 -0.0037443442348232933 -0.0027424637906196341
leaf_weight=0.087058433433412463 0.13932586618102538 0.090862591776386448 0.20735853345831845 0.027418999001383781 0.222466769395396 0.19617254118202254 0.38553171155217558 0.16264195623807864 0.095314583915751316 0.19937623050645914 0.11156873195795913 0.19426646909414547 0.099235071320438961 0.10688403487074527 0.42630874759561488 0.49566449190023509 0.35141978658066353 0.77415395055868685 0.13120515202899696 0.26131322198489204 0.043308526554028504 0.16629145527258515 0.33706444558993098 0.051226795636466704 0.18409531997167505 0.19551390793640167 0.065580052294535562 0.04130890523083508 0.14107848261119216 0.3861967606208061
leaf_count=86 304 49 104 1 33 26 128 97 40 65 195 91 375 83 448 63 114 131 50 80 9 11 45 13 49 33 32 5 171 190
internal_value=0 -0.000139973 0.000367841 0.000143861 0.00028434 -0.00139298 0.00062025 -0.000549281 -0.000422998 -0.000535457 -0.000370793 -0.00024488 -0.000411308 -0.00024239 -0.000103584 -0.000793255 0.000595171 0.000950125 -0.00229368 0.000162374 -0.000492477 0.00115595 0.000625253 -0.00121304 -0.000235651 0.000417008 0.00264756 -0.00189952 -0.00251429 -0.00226582
internal_weight=0 6.29015 2.80728 2.59992 2.50905 0.418639 2.09041 3.48288 3.34355 3.24824 3.04886 2.93729 2.74303 2.58039 2.48115 1.24869 1.23246 1.12557 0.557514 1.70488 1.0276 0.67728 0.572678 0.235614 0.350387 0.691178 0.326893 0.454925 0.184387 0.427506
internal_count=3121 3035 946 842 793 59 734 2089 1785 1745 1680 1485 1394 1297 922 594 328 245 498 606 434 172 238 193 60 96 112 196 180 195
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=4 12 3 132 133 13 52 0 151 0 0 3 0 1 50 15 159 4 52 159 1429 47 10 157 147 159 12 12 1 1
split_gain=0.417374 0.270637 0.278167 0.257058 0.251783 0.30534 0.248839 0.343447 0.243757 0.235548 0.340768 0.309548 0.264302 0.351409 0.211884 0.192559 0.180897 0.213759 0.160798 0.160382 0.159101 0.175598 0.187244 0.155453 0.149429 0.144771 0.135372 0.242593 0.117235 0.211793
threshold=0.27834500000000006 0.079890000000000017 0.10732000000000001 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.010034999999999999 -0.067624999999999977 -0.27559499999999998 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 -0.10607499999999999 0.083345000000000016 0.11875500000000001 0.024640000000000006 0.092630000000000018 -0.49013999999999996 0.40674500000000008 -0.029685 -1.0000000180025095e-35 0.12794000000000003 0.039530000000000003 -0.077809999999999976 0.10271500000000001 -0.50206999999999991 0.084100000000000022 0.08401500000000002 0.094465000000000007 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=1 3 9 4 -1 6 -6 -8 -2 12 -11 16 13 -3 20 19 17 18 -12 -7 -10 22 -22 -21 -24 -14 27 -27 -25 -30
right_child=8 2 -4 -5 5 15 7 -9 14 10 11 -13 25 -15 -16 -17 -18 -19 -20 23 21 -23 24 28 -26 26 -28 -29 29 -31
leaf_value=-0.0011989659551621765 -0.0012676999006651403 -0.0015318415017673919 0.00042027813651707109 0.0010147576644230728 0.0013368365620145101 -0.0012279201780750568 -0.00077929736049027899 0.001397514390976091 -0.00079186544805978567 0.0012462647463482813 -0.0015486783418065351 -0.0013974978407052851 0.00065007294714384493 0.0003944568753490471 -0.00090646915392713582 -0.001113464872434597 -0.0011972879126185844 0.0011613446571774014 0.0012778981950233978 0.00087196277078080702 0.0012627980827595395 -0.00089380729640696889 0.00095557865011129954 -0.00035096913605633977 -0.00079127786168856583 -0.0015199278017400313 -0.0014504304360917607 0.0014208094296384159 0.00087992627660973691 -0.00044250968080544333
leaf_weight=0.42228277985122975 0.16775573184713755 0.31883680634200462 0.73857943003531534 0.54782705550314847 0.63043161679524928 0.2564440295682292 0.44834802357945591 0.26510861597489543 0.14121278357925016 0.33212815396836948 0.15368684750865214 0.50959357511601489 0.094387395889496406 0.68611014014459215 0.19049720745533694 0.46113313187379379 0.18678053084295243 0.40208298998186354 0.066181863658130169 0.42568941332865584 1.4032984025834596 0.121247287839651 0.24139735422795627 1.7804249316104668 0.2108892216347158 0.15225755295250776 1.5217647578392641 0.11184291209792718 0.60836281062802278 0.51317676564212888
leaf_count=67 15 101 25 52 128 45 32 26 3 28 69 126 29 47 14 48 14 20 2 28 247 10 47 101 4 149 1575 11 39 19
internal_value=0 -0.000188628 -0.000442543 2.19651e-05 -7.16231e-05 1.67137e-05 0.000642822 2.95697e-05 0.00049685 -0.000583043 -0.000126236 -0.000472013 -0.000844356 -0.000216695 0.000625075 -0.000191289 0.000111148 0.000504089 -0.000697861 -7.26411e-05 0.000762822 0.000873879 0.000989383 1.63899e-05 0.000141066 -0.00117982 -0.00127654 -0.000274566 -0.000109114 0.000274826
internal_weight=0 11.6335 5.27423 6.35923 5.8114 5.38912 1.34389 0.713457 2.4763 4.53565 1.65045 1.31833 2.8852 1.00495 2.30854 4.04523 0.808732 0.621952 0.219869 3.5841 2.11805 1.97683 1.85558 3.32765 0.452287 1.88025 1.78587 0.2641 2.90196 1.12154
internal_count=3121 2781 2196 585 533 466 186 58 340 2171 259 231 1912 148 325 280 105 91 71 232 311 308 298 187 51 1764 1735 160 159 58
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=4 12 0 0 14 151 0 1 132 133 13 16 0 1 13 43 13 151 42 160 50 2 2 3 2 15 43 148 142 156
split_gain=0.999489 0.697273 0.57618 0.535622 0.473116 0.452349 0.405549 0.389083 0.386728 0.528957 0.666508 0.34685 0.324048 0.354915 0.416923 0.337479 0.317093 0.298268 0.295428 0.270708 0.241034 0.221217 0.395183 0.378102 0.222752 0.211935 0.180635 0.168596 0.184189 0.20322
threshold=0.27834500000000006 0.084100000000000022 -0.060129999999999996 -0.10324499999999999 0.076175000000000007 -0.27559499999999998 -0.053834999999999994 0.11588000000000001 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 0.40020000000000006 -0.17169499999999996 0.077845000000000011 -0.084154999999999994 0.070450000000000013 -0.47860499999999995 -0.086944999999999981 0.10256000000000001 -0.091944999999999985 0.11875500000000001 0.097220000000000015 0.10327000000000001 -0.13309499999999996 0.11293500000000002 0.035560000000000008 0.093175000000000022 -0.083019999999999983 -0.072219999999999993 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 -4 16 9 -1 12 21 -11 14 15 -14 -3 -12 -15 -19 27 23 -23 -8 -24 -21 -26 -7 -29 -30
right_child=5 2 6 -5 -6 20 11 -9 -10 10 17 -13 13 18 -16 -17 -18 19 -20 25 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0009923630000546889 -0.0010202768873031544 0.0010030519669222391 0.00091959801373264381 -0.0010583509081666998 -0.0011030850868481263 -0.00021283650289992957 0.0003644921656897505 0.00073689016188872543 0.00084050619152217267 -0.0012808753881263465 0.00052592642026529155 -0.0012081583963454757 -0.0012194632452334996 0.0011427094163725523 0.0010710969887420306 0.0012630796035795078 -0.00080783224096381116 -0.0012139360125987607 -0.00043734486345789025 -9.6716968481073143e-05 -0.00049284779409334504 0.00093605299710093691 -0.0012692403003435231 -0.0011934210860406022 -0.00058447482349813858 -0.00088254969433308674 0.0012044489482729882 -0.00040033938436624976 0.00093805187481612977 -0.00036548278893347739
leaf_weight=0.7397602439741594 0.26836639409884844 0.15837741876021016 0.47785958624444935 2.9670523657696322 0.53932890476426187 0.27271518157795194 0.39156264089979231 0.44799732463434327 0.79327797703445035 0.12899625301360806 0.76099698152393092 0.46385640214430157 0.37666261033155024 1.491727140615694 0.30892319860868234 0.09792695939540863 1.0284489041660014 0.4007220078492536 0.18926301645115007 3.9952220065752089 0.26973857544362534 0.61096008541062452 0.25542611465789378 0.50792353856376937 0.17842557479161769 0.55474510602653015 0.14539472619071603 0.17923772009089756 2.4511601720005252 0.18237802840303619
leaf_count=100 15 5 28 1592 57 14 17 12 51 2 26 116 114 162 21 2 126 37 7 170 14 13 9 29 48 31 6 7 284 6
internal_value=0 -0.000217677 -0.000490994 -0.00075665 -1.66359e-05 0.000468074 -8.77115e-05 -0.000209092 4.29229e-05 -2.70283e-05 5.89561e-05 -0.000276215 0.000559807 0.000656152 -6.06239e-06 -0.000707215 -0.000566177 -0.000168465 0.000964811 -0.000275203 0.000587119 -6.9348e-05 0.000267625 -0.000515233 -0.000437399 -0.000192528 0.000218749 0.000681532 0.000768246 0.000847779
internal_weight=0 18.0108 7.63328 4.60188 10.3776 3.6236 3.03141 1.63482 9.83822 9.04495 8.30519 2.55355 2.5935 2.4645 0.783513 0.47459 1.18683 5.71169 1.68099 4.95069 3.35523 2.08969 1.19021 0.899486 0.579246 4.54997 0.32382 3.08549 2.81278 2.63354
internal_count=3121 2781 2001 1735 780 340 266 143 723 672 572 238 308 306 137 116 131 264 169 238 325 122 76 46 63 201 54 311 297 290
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=4 12 1 151 132 151 457 48 13 50 2 456 13 3 13 12 2 2 4 15 15 0 133 1429 16 0 52 49 1 48
split_gain=0.614851 0.420592 0.360759 0.330078 0.296107 0.305177 0.247071 0.244582 0.260776 0.226534 0.212677 0.20975 0.204248 0.309647 0.245381 0.257315 0.277305 0.376731 0.253983 0.196962 0.240647 0.220735 0.17023 0.169008 0.143071 0.141604 0.133238 0.132922 0.130346 0.210886
threshold=0.27834500000000006 0.079890000000000017 0.13021500000000003 -0.27559499999999998 0.081465000000000024 -0.086654999999999982 0.088350000000000026 0.090390000000000012 -0.0025349999999999995 0.11875500000000001 0.11215000000000001 0.060100000000000008 -0.084034999999999985 -0.097604999999999983 -0.084319999999999992 0.09141500000000001 0.10497000000000002 0.097845000000000015 0.23246000000000003 -0.016799999999999995 0.082685000000000022 0.047850000000000011 -0.032969999999999992 0.087935000000000027 -0.25582999999999995 -0.074229999999999977 0.10024500000000001 -0.08471999999999999 0.11230000000000001 -0.064549999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 11 12 19 -9 28 -10 -1 14 22 15 23 17 18 -17 27 21 -21 -14 -3 -24 -8 -23 -7 29 -5
right_child=3 2 -4 9 -6 7 25 8 10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013711238752062887 -0.0012948961960192699 -0.0013687270130627234 0.00085896894555536436 0.0015635351314508368 0.0010529201314011132 0.00014749291917208281 -0.00043150858875039359 0.0010907938856295791 0.00045190373817989023 -0.000827689039422018 -0.00078241731155410694 -0.00052278068368756655 0.00071700720314031596 -0.001547548190582054 0.0013522960359569766 -0.0015883375450256045 -0.0011201988254138165 0.0015635521996475936 0.00070529835106219725 0.00057407829067154966 -0.0014909110873310627 -0.0011606495996896158 0.00014658728367122385 0.0012748533672289229 -0.0010453787771269672 0.0014854134026828908 0.00015801993241351783 -0.001044341914840751 0.0012171944648014224 6.9849854579324597e-05
leaf_weight=0.54034665360813949 0.20346395927481387 0.78153642357210706 0.42106004012748588 0.31242351164110005 0.63352980982745055 0.26934369915397827 0.17028673266759142 0.61467051249928761 0.71203230216633506 0.20066508650779713 0.61888464610092342 0.18659841525368392 0.22659456986002613 1.2778145239863099 0.18081366215483186 0.24301074823597424 0.40485217969398946 0.3810449940210674 0.21655860543251038 1.0052347327582523 0.25694801611825813 0.38544575544074167 0.32302391959819932 0.061904589150799438 0.91653856565244396 0.19731295807287086 0.34388141299132258 1.2614081054925916 1.2520882666576651 0.79387183778453774
leaf_count=54 15 493 28 36 52 18 56 72 36 14 29 21 24 1226 22 44 35 13 7 73 41 45 14 13 213 8 11 133 231 44
internal_value=0 -0.000209014 -0.000513887 0.00059309 5.00512e-05 -5.25103e-05 -0.000621306 -0.000177149 0.000261115 0.000743199 -0.000122063 0.00088498 -0.000710662 -0.000993373 -0.000368879 -0.000517862 -7.30456e-05 0.000431279 -0.000507529 -0.000419232 -9.99395e-05 0.000106111 -0.000510388 -0.0011747 -0.000734758 0.000597419 -0.00053889 -0.000834632 0.00087686 0.000491674
internal_weight=0 12.6307 5.80235 2.76251 6.82832 6.19479 5.38129 5.46785 1.94559 2.55905 1.33092 0.726945 5.01369 2.74397 2.26972 2.08891 1.24547 0.840614 0.459569 3.52226 1.99151 1.73456 1.46616 0.843441 1.23956 0.3676 0.729327 1.53075 2.35838 1.1063
internal_count=3121 2781 2196 340 585 533 2168 458 137 325 65 75 2104 1477 627 605 99 64 51 321 170 129 251 506 227 64 56 151 311 80
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=1 47 12 4 50 158 50 42 42 43 2 52 49 48 48 123 1 1375 0 16 15 1 4 447 1 43 15 15 1446 2
split_gain=0.443957 0.321838 0.413196 0.308018 0.332774 0.273679 0.294133 0.249132 0.25347 0.393027 0.243283 0.234402 0.238795 0.204592 0.192262 0.183953 0.197111 0.171689 0.160423 0.198614 0.192479 0.163046 0.186293 0.160131 0.155627 0.16158 0.144507 0.142925 0.136479 0.134602
threshold=0.091615000000000016 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 0.084765000000000021 0.07826000000000001 -1.0000000180025095e-35 0.084050000000000014 -0.50216499999999986 0.13404500000000005 0.11434500000000002 -0.086009999999999989 0.12879500000000002 0.091220000000000009 0.091310000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.062294999999999996 0.51524500000000006 -0.074054999999999996 0.13210500000000003 0.24564500000000003 0.089095000000000021 0.080000000000000016 -0.11180499999999999 -0.095869999999999983 -0.14712999999999996 0.088645000000000015 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=5 2 28 -4 10 6 7 15 11 -10 13 12 -9 14 17 16 -1 -5 20 -20 21 22 -3 29 -11 -26 -14 -24 -2 -19
right_child=1 18 3 4 -6 -7 -8 8 9 24 -12 -13 26 -15 -16 -17 -18 23 19 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001701190849395398 0.0016222808156378826 -0.0012200894997316466 -0.0015302715575620936 -0.00094623930868826514 -0.0017070447182223009 -0.001704355179468294 -0.001690967699769773 -0.00090346578735480527 0.00087763482673873581 -0.0015244293908861272 0.0017037047453202425 -0.0012915922598808025 -0.00054623856445184626 -0.00088729110628779878 0.0016533990282076849 0.0010839794200701413 0.00071881337185516548 0.00012362030413429274 0.0011905201469881472 -0.0006042277161550588 -0.0016665485153139709 0.0010987492406419603 0.00080861681374133751 0.0015237065204880794 0.0016147499149307526 -0.0012394226732410974 0.00066137555754853703 -0.00057937490035644523 -0.00070236796062457193 0.0015856630353309957
leaf_weight=0.61747546296101052 0.92164930535363954 0.56132197921397142 0.26148466134327453 0.27469252096489283 0.2091735551948658 0.40935103349329427 0.39197481093287923 0.38002798214438449 0.35657984088174988 0.79395305043726672 0.40488911914871994 0.26902537781279523 0.31746388282044913 0.35329568223096419 0.34167991497088213 0.10194190416950732 0.11257620586548001 1.7330477740033532 0.41374657524283964 0.30158548167673871 0.33075803832616668 0.21682826650794607 0.37300286185927689 0.34125631023198355 0.1027823087060824 0.12357829776010476 2.3963740108010816 0.47991261584684253 0.077450986253097653 0.19854982697870571
leaf_count=522 250 76 94 22 49 215 394 24 15 583 72 25 36 13 27 6 19 199 48 19 47 17 25 38 7 47 176 21 8 27
internal_value=0 0.000224525 0.000471736 0.00023632 0.000356098 -0.00037398 -0.000282663 -0.000183589 -3.45791e-05 -0.000642444 0.000474416 0.000214303 0.000345248 0.000320917 0.000468657 -0.00103248 -0.00132802 0.000309758 -0.000247999 0.000433851 -0.00049662 -0.000259374 -0.000467599 0.000461555 -0.00117368 5.65557e-05 0.000520109 2.76312e-05 0.00144207 0.000273904
internal_weight=0 7.79433 5.11717 4.11807 3.85658 6.3731 5.96375 5.57178 4.73978 1.37689 3.64741 3.36289 3.09387 3.24252 2.88923 0.831994 0.730052 2.54755 2.67716 0.715332 1.96182 1.63107 1.41424 2.27285 1.02031 0.226361 2.71384 0.852915 0.9991 1.9316
internal_count=3121 1052 799 541 447 2069 1854 1460 913 652 398 261 236 326 313 547 541 286 253 67 186 139 122 264 637 54 212 46 258 226
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 403 10 480 1212 452 159 457 1374 14 1 0 13 42 133 133 14 13 0 3 1 48 2 376 4 51 4
split_gain=0.0998089 0.105314 0.104998 0.0977671 0.0943629 0.0942292 0.0918727 0.0898598 0.0796263 0.0762221 0.07947 0.0817313 0.0801248 0.0831816 0.15049 0.1442 0.120845 0.113299 0.0986831 0.0966646 0.124873 0.100406 0.138938 0.126889 0.121699 0.0904102 0.0738046 0.112444 0.109341 0.105786
threshold=0.27287000000000006 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 0.09216000000000002 0.084710000000000021 -1.0000000180025095e-35 0.085195000000000007 0.10519500000000001 0.5717850000000001 0.093235000000000012 0.08840000000000002 1.0000000180025095e-35 -0.084044999999999995 -0.50061499999999992 -0.088934999999999986 0.061605000000000007 0.10622000000000002 -0.10708499999999999 -0.092534999999999992 -0.12333499999999999 -0.10519499999999998 0.13021500000000003 0.086260000000000017 1.0000000180025095e-35 0.049360000000000008 -0.49405499999999997 -0.031924999999999995 -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=2 -2 3 8 -5 -4 7 -6 -1 10 11 12 13 14 15 -9 -16 19 26 -15 -21 24 -23 -24 -22 -17 27 -18 -29 -30
right_child=1 -3 5 4 6 -7 -8 9 -10 -11 -12 -13 -14 17 16 25 18 -19 -20 20 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0032068973218175255 -0.0026590967927757505 0.001036327569951308 -0.00321013273040243 -0.0031974421958728284 -0.0032018967751952349 0.0027254181027246312 -0.0032047161589469357 0.0032724876333884026 0.0032660641983904069 -0.0019933631882313326 -0.0032369981881107887 -0.0027398069069060511 -0.0025632208800653472 -0.0022625292982558732 -0.003235302631798562 0.0032716614280100783 -0.0015810027325876142 0.0030226368260084287 -0.0021676947399040846 0.0023997287443709809 0.002473445438867392 0.0019436540872104467 -0.0017985570975252007 0.00076415941940326595 0.00014376029643648288 -0.0032211089652791117 0.0032757842042145068 -0.0032330922608528592 0.0022054376363988405 -0.00062795087192606407
leaf_weight=0.16348517128790252 0.084710235358215757 1.0909357293348874 0.19525592323770968 0.097055614733107975 0.085590195667464175 0.031686630740296096 0.090572798129869514 0.046287750825285134 0.021974673494696617 0.17118552207102755 0.068498805630952009 0.09267620916943986 0.098147932585561537 0.12151237844955254 0.091117289084649999 0.023569079115986158 0.19332308263983555 0.19820607102883503 0.1198538334283511 0.35628293149056967 0.3913781173178007 0.22129276153282373 0.55695837773964429 0.30465937784174457 0.54938931026845239 0.30153686848279904 0.11739315697923303 0.053986495433491322 0.52536247717944184 0.18044474680937317
leaf_count=279 15 337 135 348 210 4 175 2 1 109 7 33 22 18 87 1 11 105 35 76 40 24 296 29 35 424 6 55 108 94
internal_value=0 0.000770057 -0.000255314 -0.000163265 -7.97587e-05 -0.00238139 -1.87434e-05 4.05261e-05 -0.00243993 9.85474e-05 0.000176196 0.000227655 0.000289446 0.000353772 -0.000210291 -0.00199976 0.000308325 0.000699119 0.000579574 0.000515014 0.000656825 0.000349975 -0.000312857 -0.000892406 0.00111296 -0.00275041 0.000887157 0.000592956 0.0011461 0.00148106
internal_weight=0 1.17565 5.46868 5.24174 5.05628 0.226943 4.95923 4.86865 0.18546 4.78306 4.61188 4.54338 4.4507 4.35255 1.65287 0.371394 1.28148 2.69968 1.19036 2.50147 2.37996 2.02368 1.08291 0.861618 0.940767 0.325106 1.07051 0.953117 0.759794 0.705807
internal_count=3121 352 2769 2630 2350 139 2002 1827 280 1617 1508 1501 1468 1446 823 427 396 623 309 518 500 424 349 325 75 425 274 268 257 202
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=4 12 43 12 453 50 47 42 10 3 52 52 0 1 0 16 2 2 40 0 52 1 16 0 15 15 13 14 42 160
split_gain=0.825314 0.589531 0.442184 0.414037 0.417086 0.436448 0.402131 0.353469 0.352291 0.317009 0.286052 0.25803 0.254545 0.418858 0.342361 0.376671 0.268312 0.397934 0.237863 0.230356 0.21588 0.203673 0.183375 0.267361 0.230196 0.22375 0.180044 0.150908 0.133791 0.130969
threshold=0.27834500000000006 0.051320000000000005 -0.04890499999999999 -0.040564999999999997 1.0000000180025095e-35 0.11875500000000001 0.10954500000000002 -0.095284999999999995 0.039530000000000003 0.20828500000000003 -0.0092699999999999987 -0.085984999999999992 -0.060129999999999996 0.13021500000000003 -0.053834999999999994 -0.29154999999999992 0.097220000000000015 0.10327000000000001 -1.0000000180025095e-35 -0.10607499999999999 -0.012164999999999999 0.083135000000000014 -0.008904999999999998 -0.084804999999999978 -0.074054999999999996 -0.095869999999999983 -0.47860499999999995 -0.46885499999999997 0.090470000000000009 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 7 -2 5 6 8 -1 27 11 -11 -4 13 19 -14 -16 -17 -18 -19 21 -9 26 24 -24 25 29 -3 -5 -22 -13
right_child=3 12 9 4 -6 -7 -8 20 -10 10 -12 22 14 -15 15 16 17 18 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0005892278711224152 0.0011398912184611368 0.00030792872336536442 -0.0010073834342121466 -8.7316237331031078e-05 -0.0012228317406562379 -0.0012169412774316515 -0.00089250675221776144 0.00093273437602116587 -0.00022804652253820076 0.00118805795693233 -0.00028308734320523621 -0.00037522821332615412 0.00062540259084630705 0.0012023591357936121 0.00077863649201963486 -0.0010595145791357213 0.00056792951037232297 0.00046161685156942845 -0.0012122288524038253 -0.0010651712307431518 0.000556158811553873 -0.00015534602555497028 0.00076091696449307714 -0.00042950391750594744 -0.00097604830764048056 0.0002029555382242816 -0.0012073392520880121 0.0010723674795081837 -0.00038908429842231213 -0.0012511009540720202
leaf_weight=0.57518141693435643 0.50978582462994415 0.12850986421108246 1.1684035313664933 0.18120193039067234 0.34381807828322042 0.27977467328310002 0.30905620288103808 0.76908010436454799 0.54620360163971771 0.29784063587430865 0.47032610769383598 0.87525828764773839 0.37514246930368278 0.13425567839294661 0.25896012643352229 1.3710883626481472 0.45206393208354689 0.14951545535586863 0.54088396602310151 3.6412336131907068 0.40025759843410891 0.89410092879552394 0.42322323517873883 0.67624656669796068 1.0485520455986259 0.76293645822443101 0.68430095998337737 1.0633593692909913 0.42701612343080342 0.32228125352412462
leaf_count=28 151 6 106 8 13 11 13 122 19 44 25 60 29 9 13 75 17 11 132 1770 26 48 21 36 40 23 108 125 16 16
internal_value=0 -0.000479563 -0.000254371 0.000168346 -1.35145e-05 0.000161215 0.000344837 0.000200271 0.000558382 -0.000417689 0.000287319 -0.000520318 -0.000693967 -0.000846822 -0.000427732 -0.00057023 -0.000709197 -0.000288776 -0.000849735 -0.000898264 0.000484735 -0.000542211 -0.000381803 2.87295e-05 -0.000531807 -0.000294207 -0.000967767 0.000903523 6.82501e-05 -0.000610943
internal_weight=0 16.8467 8.2166 3.2332 2.72341 2.3796 2.09982 2.17154 1.79076 6.04507 0.768167 5.2769 8.63006 5.4824 3.14765 2.77251 2.51355 1.14246 0.690399 5.34815 1.59635 1.70691 4.1085 1.09947 3.00903 1.96048 0.812811 1.24456 0.827274 1.19754
internal_count=3121 2781 563 340 189 176 165 192 152 371 69 302 2218 1941 277 248 235 160 143 1932 164 162 196 57 139 99 114 133 42 76
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=4 12 151 3 151 132 13 15 3 41 456 52 52 15 160 52 48 2 12 48 43 15 48 4 43 43 4 159 0 150
split_gain=0.650397 0.49212 0.37331 0.365731 0.340277 0.313736 0.269069 0.253525 0.267508 0.273051 0.246104 0.239057 0.229819 0.218541 0.236537 0.22446 0.366325 0.375086 0.218289 0.256909 0.205842 0.216602 0.224063 0.283382 0.199511 0.538441 0.285332 0.193464 0.191403 0.320145
threshold=0.27287000000000006 0.079890000000000017 -0.27559499999999998 0.10732000000000001 -0.086769999999999986 0.081465000000000024 -0.090204999999999994 0.19724500000000003 -0.097604999999999983 0.078065000000000009 0.077935000000000018 -0.010034999999999999 -0.15275999999999998 0.082685000000000022 -0.22361499999999998 0.10347000000000002 0.092265000000000014 0.11389000000000002 -0.040564999999999997 -0.064549999999999982 0.084740000000000024 -0.11033999999999998 0.083685000000000009 -0.16363499999999997 -0.074359999999999996 -0.076124999999999984 -0.083644999999999983 -0.50206999999999991 -0.12333499999999999 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 11 8 9 12 -1 -6 -3 14 -8 16 28 -18 -4 -20 21 -14 23 -23 25 26 -10 -28 29 -16
right_child=2 3 18 -5 5 -7 13 -9 24 -11 -12 -13 20 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012260206115304421 -0.0011464578706933412 -0.0014064875863750213 0.001343761175014484 0.00034331841210559515 0.0011282249680459888 0.00082884461252756623 -0.0014243667923603575 0.00051919392094011642 0.00065161611566318849 -0.0014221660909469096 -0.00038358341376744826 -0.00014827017897717291 -0.0014536034552438851 -0.0012782664668157574 0.00057162846957158617 0.0005962004068007686 0.0011550842491235369 -0.00061774219372071537 0.0014200670513983258 0.0002141425824898032 -0.00085357287647345082 -0.0014356790520231241 0.0014343870192320821 0.00048302198412304736 -0.0012988810004237767 0.0013464171330665009 0.00063017346100969519 -0.0013736880036668698 -0.00081611193743126901 -0.00082922260588946816
leaf_weight=0.69695871300064016 0.26008033566176925 0.24529659695690553 0.60693793924292627 0.88750042486935843 0.52193725225515664 0.65758064750116307 0.3034384746570139 0.35987002472393204 0.18859257153235365 0.38285914063453663 0.2515368708409369 0.63008065108442657 0.127391075366177 0.420444672461599 0.65673108398914271 0.66634903894737352 0.59630548278801132 0.38032081164419651 0.41103292745538178 2.0996498673921429 0.39840460114646714 0.18615508056245766 0.33500049507711083 0.76648730644956098 1.6139104920730458 0.23501443088753138 0.10278808610746626 1.0657878107158465 1.7566463160910668 0.61441910592839122
leaf_count=61 15 97 154 25 52 46 28 18 61 59 18 39 10 46 34 26 33 18 43 140 17 21 11 113 1068 22 21 646 157 22
internal_value=0 -0.000218219 0.000459107 -0.00049252 1.37673e-05 -8.96358e-05 -0.000181893 -0.000615999 -0.000688334 -0.000340453 0.000799161 0.000430063 -0.000139289 -0.000312575 -0.000230949 -0.000153419 -0.000278158 0.000464705 0.000593048 0.000411569 3.21203e-05 0.000281488 0.000453147 0.00010809 -0.000953262 -0.000602926 -0.000940484 -0.00119743 -0.000517771 -0.000105482
internal_weight=0 15.0478 3.3777 6.89506 8.15275 7.20425 6.54667 6.00756 5.64769 2.44159 0.948496 1.15202 2.05874 5.39465 4.97421 4.67077 4.00442 0.976626 3.11762 2.51068 1.81344 1.41503 1.28764 0.952642 3.20609 1.59218 1.35717 1.16858 3.0278 1.27115
internal_count=3121 2769 352 2189 580 501 455 2164 2146 328 79 91 269 364 318 290 264 51 337 183 172 155 145 134 1818 750 728 667 213 56
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=4 12 3 48 14 0 0 1 132 133 13 0 1 4 50 148 16 0 42 49 151 160 52 0 52 3 129 3 146 1
split_gain=0.867667 0.628654 0.496726 0.453648 0.431052 0.417628 0.496464 0.485504 0.330194 0.439995 0.558972 0.343882 0.300356 0.410162 0.299324 0.308016 0.286507 0.268575 0.266034 0.259512 0.348215 0.24108 0.215199 0.420264 0.274635 0.212994 0.174652 0.137703 0.136439 0.187825
threshold=0.27834500000000006 0.084100000000000022 0.10732000000000001 0.12933000000000003 0.076175000000000007 -0.060129999999999996 -0.053834999999999994 0.10089500000000001 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.17169499999999996 0.077845000000000011 -0.082769999999999982 0.11875500000000001 -0.083019999999999983 0.27776000000000006 -0.087319999999999995 0.10256000000000001 -0.10069499999999999 -0.086944999999999981 -0.091944999999999985 0.10347000000000002 -0.10011499999999998 -0.0064899999999999992 -0.10831999999999999 -0.08785999999999998 0.095270000000000007 0.10064500000000003 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=1 4 5 14 8 7 -7 26 9 -1 11 -11 13 -13 15 -2 25 -9 -14 -12 -21 -22 23 24 27 -8 -3 -23 29 -17
right_child=3 2 -4 -5 -6 6 16 17 -10 10 19 12 18 -15 -16 28 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010318038298552613 -0.00060961675115662507 0.00078944424396051698 0.00034788547634308898 -0.0010242145687781132 -0.0011792461806676322 0.0010292417485737902 0.0001478606107515045 6.9610334796536136e-05 0.00088595636275032471 -0.0013806469747331259 -0.0013118773124318149 0.00090631872326884849 0.0012249342946841456 -0.0010054258514374148 -0.00061907332476377017 0.00058712216252294045 -0.0013025871402650715 -0.0012905011508103639 -0.00044256756892286573 0.00081216068509550857 -0.0012981544991253048 -0.00064002840548345341 0.0006013553786799171 -0.00084473576229969212 0.00077664068799653397 -0.0010396505535055474 -0.0012830299163327744 0.00014971844886175372 -0.000143314704020974 0.0012936123996996297
leaf_weight=0.63604171748738547 0.24968192633241537 0.068086262966977062 0.94978393334895361 0.29786689253523935 0.48129519214853722 0.42902730550849844 0.91459335433319211 0.96946329210186377 0.72580510203261006 0.13676408678293039 0.30184091720730055 0.40170086274156347 1.3335809508571399 0.33557338407263237 0.28770404495298851 1.1756444481434298 0.51519319077488024 0.31285815138835438 0.17650257237255562 0.60675918916240323 0.31390567426569749 0.67595661105588101 0.55407048296183337 1.2458902407670449 0.65492802718654308 0.33664093329570721 2.4509921806456978 0.76877982029691339 0.1989997187629341 1.2811398334451949
leaf_count=100 12 16 25 17 57 27 33 38 51 2 19 29 162 108 14 70 123 65 7 23 34 26 18 97 23 70 1604 24 5 222
internal_value=0 -0.000218913 -0.000509751 0.000482271 -2.81834e-06 -0.000645584 -0.000202358 -0.000901564 6.10295e-05 -1.25046e-05 7.38657e-05 0.000584402 0.000703987 3.61804e-05 0.0006228 0.000745772 -0.000501487 -0.000262227 0.00103003 -0.000163766 -9.18729e-05 -0.000222056 -0.000135434 -0.000257457 9.10207e-05 -0.000171636 -0.00122701 -0.000219785 0.000873198 0.000955536
internal_weight=0 16.296 6.94664 3.49104 9.34939 5.99685 2.19545 3.8014 8.8681 8.14229 7.50625 2.38412 2.24736 0.737274 3.19317 2.90547 1.76643 1.28232 1.51008 5.12213 4.82029 4.21353 3.89963 3.34555 2.09966 1.25123 2.51908 1.44474 2.65578 2.45678
internal_count=3121 2781 2001 340 780 1976 253 1723 723 672 572 308 306 137 323 309 226 103 169 264 245 222 188 170 73 103 1620 50 297 292
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 45 14 1 16 0 0 16 15 48 43 41 3 12 48 51 150 150 1425 1 48 13 2 43 3 124 159
split_gain=0.104074 0.106517 0.130517 0.107535 0.102884 0.113791 0.101499 0.130993 0.112344 0.185973 0.11671 0.109556 0.112566 0.103043 0.140608 0.104591 0.105177 0.0968652 0.1595 0.142375 0.0967555 0.0904863 0.127237 0.111458 0.127623 0.110589 0.098817 0.0822117 0.0824922 0.0767729
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.13075500000000004 0.51524500000000006 -0.10607499999999999 -0.074229999999999977 0.25792000000000009 -0.11713499999999999 0.086260000000000017 0.084740000000000024 0.079885000000000025 -0.10023499999999998 -0.083994999999999986 0.12649500000000002 0.13705500000000001 0.081835000000000019 0.084680000000000019 1.0000000180025095e-35 0.10587000000000001 -0.032929999999999994 -0.52014499999999986 0.10097500000000002 -0.080084999999999976 -0.52915999999999996 0.093335000000000015 -0.50206999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 -8 11 29 13 -6 -13 14 15 -11 -17 19 -19 21 -18 22 25 -24 -25 -5 -27 -28 -29 -10
right_child=1 2 -4 17 5 -7 7 -9 9 10 -12 12 -14 -15 -16 16 20 18 -20 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.0035458110197827066 0.0036021042289963285 -0.0035287247972175103 0.0029351205993975826 0.0020093814960512168 -0.0025211268185594653 -0.0035832233325264681 0.0032943179595826279 -0.00085589573657264377 0.0021098937036691636 0.002571480234227156 -0.0025085928785468503 0.001268546311150095 -0.0010115484453072853 -0.0022432072363714477 -0.0035703495729795956 0.0035316137565794348 -0.0035369221858672639 -0.0032609696859050761 0.000934207925372904 0.0024133593744115871 0.0032882192259678618 -0.0036689266754565512 -0.0023798751139933873 -0.0021774215066714246 0.002714220985844242 0.00079285237385323822 0.0020450245446292283 -0.0025562018174995166 0.0024711361039111042 -0.0028635450944928544
leaf_weight=0.094512464864237589 0.071832531015389001 0.094744540387183274 0.22011680690047786 0.18722423898725604 0.17393217050266674 0.15278984712494992 0.18713227902480856 0.18541332602035254 0.040148765932828012 0.38049190610763617 0.23292686698550824 0.74558692458958942 0.41150305687915534 0.15786074577772524 0.076183079334441572 0.056862063473090529 0.11740323538833652 0.22877585336391337 0.21555677358992398 0.41459933821170114 0.032471800135681406 0.073320944640727137 0.078572132217232138 0.075282106670783833 0.49343159362615541 0.27554044308635761 0.063427770510316783 0.50915251129481265 0.043375879031373188 0.7135597636843154
leaf_count=86 5 49 104 60 46 80 41 15 25 53 85 95 31 23 8 18 127 33 26 128 10 42 9 6 136 96 3 249 5 1427
internal_value=0 -0.000152189 0.000342096 0.000134771 -0.000545533 -0.000626841 -0.000498205 0.00122879 -0.000703173 -0.00127123 -0.0003222 6.8407e-05 0.000457662 0.000297899 0.000902562 0.00148285 -0.000520743 0.000265343 -0.00122579 0.000564611 -0.00205819 0.000138624 0.00030037 0.00152694 0.0020667 -0.000435636 -0.000949117 -0.00172837 -0.00216153 -0.00259862
internal_weight=0 6.70922 2.97312 2.753 3.7361 3.66427 3.51148 0.372546 3.13893 1.80791 1.0542 1.33102 1.15709 0.821273 0.663412 0.587229 0.206737 2.65826 0.444333 2.21393 0.149875 1.79933 1.72601 0.647286 0.568714 1.07872 0.891497 0.615956 0.552528 0.753709
internal_count=3121 3035 946 842 2089 2084 2004 56 1948 1776 324 172 126 239 216 208 155 793 59 734 137 606 564 151 142 413 353 257 254 1452
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=1 0 2 47 12 4 3 42 43 50 1374 457 150 2 48 3 16 1 3 2 48 4 52 15 131 9 475 157 14 14
split_gain=0.461885 0.522479 0.37627 0.317996 0.402274 0.415996 0.286572 0.22343 0.21534 0.211629 0.211932 0.22089 0.220921 0.304457 0.242031 0.200492 0.185112 0.354727 0.208173 0.179465 0.178043 0.174329 0.269917 0.161023 0.154388 0.152076 0.152019 0.148203 0.190495 0.142925
threshold=0.08592000000000001 -0.060129999999999996 0.084055000000000005 0.081320000000000017 -0.040564999999999997 -0.033174999999999989 0.149315 0.092620000000000022 -0.52440999999999993 0.041865000000000006 -0.094929999999999987 0.091015000000000013 0.087675000000000017 0.11411 -0.032929999999999994 -0.084074999999999997 -0.061854999999999993 0.13288500000000003 -0.10519499999999998 0.11704500000000001 0.10990500000000002 -0.49405499999999997 0.10347000000000002 -0.055554999999999993 0.087870000000000018 -1.0000000180025095e-35 -0.098879999999999982 -0.022224999999999998 -0.10708499999999999 0.019675000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 19 26 21 -9 10 -7 12 27 14 -14 -1 17 18 -5 25 24 22 -3 -18 -20 -6 -4 -12 -29 -2
right_child=3 7 6 16 5 9 -8 8 -10 -11 11 -13 13 -15 -16 -17 23 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00093175121182302069 0.0011852837653486793 -0.0014037888629268259 0.000426176020731194 0.00060328397501770538 0.00141166288664874 -0.00038930599250556336 0.00018851278141004732 0.00077385669191933559 -0.0014118769856884628 -0.00084031965523107758 0.0013813451902995083 0.0012858275832677 0.00026994379752031598 0.0012345321433610186 -0.0012491567591053209 0.00056711764757169029 -0.001107822584293068 0.0014170523405216693 -0.001236622886475457 0.00045646282252167646 0.00019457436084672805 0.00039010555839288734 0.00053152128222335219 -7.9232916644254414e-05 3.4259737886805624e-05 -0.0010479214637181093 -0.001382380833141444 -0.00061636461837513614 0.00065968808989100736 -0.00070957389978390853
leaf_weight=0.25863426303840242 0.99668329299311131 0.2880637794733053 0.092163237801287212 0.42615433223545562 0.050225643906742112 0.56444508489221323 0.2842846568673848 0.11353826336562634 0.33683073215070169 0.28007112719933491 0.39865538605954531 0.58654896996449668 0.36429108725860715 0.23143381555564702 0.43176626675995045 0.48040160699747447 0.69334997591795422 0.28616157290525723 0.61429098783992275 0.2290601161075756 0.45648491440806538 1.8789600503514539 0.25678665784653276 0.48889168968889818 0.25475645472761244 0.82940820627845824 1.7516082003421618 0.26515563996508751 1.3055672417394797 0.081092252628877759
leaf_count=145 255 43 30 17 4 21 8 3 74 33 28 41 15 36 46 50 113 24 54 22 35 88 11 48 23 379 1334 13 120 8
internal_value=0 -0.000386615 -0.000801181 0.00010332 0.000275527 0.000126184 -0.0010942 2.69289e-05 -0.000860852 0.000314443 0.000392414 0.000515548 0.000364788 -0.000151138 -0.000553987 4.25709e-05 -0.000250411 2.45289e-07 -0.000231209 -0.000625687 -0.000499496 0.000191888 -0.000491682 -0.000682471 -0.000864071 -0.000907483 -0.00129198 0.000633964 0.000444276 0.00104271
internal_weight=0 5.74127 2.86709 9.83449 6.6144 5.53663 2.12806 2.87418 0.450369 4.42793 4.14786 3.58342 2.99687 1.02749 0.796057 0.739036 3.22009 2.03785 1.75169 1.10869 1.32553 2.42381 0.54485 1.18224 0.869047 0.879634 1.84377 1.96938 1.57072 1.07778
internal_count=3121 1786 1567 1335 1021 758 1372 219 77 353 320 299 258 97 61 195 314 153 129 405 112 142 54 161 77 383 1364 161 133 263
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=39 43 15 42 376 1 47 4 43 46 1 48 2 484 456 160 474 3 455 148 448 457 13 41 43 1374 402 0 0 16
split_gain=0.0993798 0.119773 0.125712 0.11724 0.149668 0.122312 0.141813 0.128392 0.166288 0.123223 0.114489 0.11059 0.166204 0.151109 0.124852 0.110863 0.111334 0.168531 0.0990364 0.09888 0.0984501 0.108213 0.0959058 0.106476 0.107095 0.112451 0.137835 0.0890291 0.103951 0.164827
threshold=0.16946000000000003 0.24789500000000006 0.084050000000000014 -0.26584999999999998 0.088470000000000007 0.14000500000000002 0.13148500000000005 -0.49405499999999997 -0.52440999999999993 0.081930000000000017 0.11146500000000002 0.12879500000000002 0.11411 -0.068929999999999977 0.087225000000000011 -0.098904999999999979 -1.0000000180025095e-35 0.10299500000000002 -1.0000000180025095e-35 -0.084449999999999983 -0.013069999999999998 -0.0029299999999999994 -0.39067499999999994 1.0000000180025095e-35 0.093175000000000022 -0.094929999999999987 0.088090000000000016 -0.13027499999999997 -0.074479999999999977 -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=1 2 3 -1 5 6 7 8 -5 11 18 12 13 -9 15 -15 -17 19 -4 -18 -21 -22 -23 24 25 -24 27 -27 29 -29
right_child=-2 -3 10 4 -6 -7 -8 9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0032750689880359325 0.0032843680349851092 -0.0023308238610477913 0.0033275920646041401 0.0015655715168120606 0.0032329752704694623 0.0027775127694291625 -0.0025912186017915039 -0.0028334807663155464 -0.0031500785190539207 -0.0026751987794733619 0.00067306813823428283 -0.0020539070059071331 0.0020613323782863878 -0.0019053456272870664 -0.0025901860194949677 -0.003167830694082521 -0.0029987395009315456 0.0026230940775496775 -0.0026338147315873054 0.0028753261951836415 -0.0022439798662984836 -0.0032828898524753895 -0.0014983980630391095 -0.0015119401736072341 -0.002114203649239043 0.0025498137567752308 -0.0032382919752873495 0.00099567156734873576 0.0017995682369215359 -0.0032227705364939459
leaf_weight=0.10431874415371556 0.08939302734506771 0.24800010004037165 0.03096059150993824 0.11108752386644483 0.16090152427204873 0.16893122204783129 0.21146398239943653 0.16292378760772441 0.25730727900372485 0.14494170839316201 0.19963556443690322 0.19126524520106603 0.57475504216563411 0.19329137472596025 0.14480454853764957 0.079090371706117213 0.085465999771261347 0.41148667776724313 0.43762928386422562 0.17234371296945328 0.15549033533898526 0.066393143497410878 0.16324470945983649 0.21458938022260543 0.1172107796446652 0.54366146396205506 0.066851213254267461 0.34615469110576857 0.65360988388054297 0.13304387487005442
leaf_count=16 23 187 1 7 52 79 37 227 132 34 27 22 232 144 77 33 26 50 953 35 65 4 26 50 9 77 61 150 152 133
internal_value=0 -0.000135058 -4.86604e-05 0.000108001 0.000171816 8.00839e-05 -7.53881e-06 0.000101973 -0.0017281 0.000247882 -0.00136966 0.000342544 0.000449526 0.000199801 0.000339139 0.000463827 0.000606548 0.000701935 -0.00223993 0.000411091 0.00052179 0.000356922 0.000532391 0.000645558 0.000874326 0.00105805 0.00129744 0.00147831 0.000964066 -0.00017553
internal_weight=0 6.55085 6.30285 5.63463 5.53031 5.36941 5.20048 4.98901 0.368395 4.62062 0.668225 4.47568 4.28441 3.70966 3.54673 3.40193 3.20864 3.12955 0.46859 2.71806 2.63259 2.46025 2.30476 2.23837 2.02378 1.90657 1.74332 1.67647 1.13281 0.479199
internal_count=3121 3098 2911 1930 1914 1862 1783 1746 139 1607 981 1573 1551 1319 1092 1015 871 838 954 788 762 727 662 658 608 599 573 512 435 283
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 0 0 2 52 1446 124 38 474 1 0 13 42 43 40 43 151 15 4 52 160 4 3 13 43 4 16 13 2 48
split_gain=0.372759 0.27562 0.336996 0.266141 0.212767 0.196068 0.212992 0.284818 0.18994 0.196257 0.230877 0.210893 0.183861 0.187065 0.168965 0.192657 0.170865 0.161467 0.158457 0.235692 0.154911 0.147022 0.340841 0.136818 0.13141 0.117448 0.138662 0.203971 0.142413 0.139913
threshold=0.094090000000000021 -0.060129999999999996 -0.10607499999999999 0.14753000000000002 -0.43320999999999993 0.091555000000000011 -0.043384999999999993 0.10386000000000002 0.084660000000000027 0.077565000000000009 -0.15350499999999997 -0.47860499999999995 0.092620000000000022 -0.52440999999999993 0.084220000000000003 -0.27207999999999993 -0.50825999999999982 -0.47006499999999996 -0.49405499999999997 0.10347000000000002 -0.079279999999999975 -0.083854999999999985 -0.084074999999999997 0.11596500000000001 -0.084794999999999995 0.50500500000000004 0.042200000000000008 -0.041739999999999992 0.090790000000000023 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=1 2 8 4 -2 6 7 -6 9 11 -11 -1 18 -14 15 -8 -17 -18 19 -3 -19 22 -4 24 -20 26 28 -28 -22 -30
right_child=3 12 21 -5 5 -7 14 -9 -10 10 -12 -13 13 -15 -16 16 17 20 23 -21 25 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.001121605627566019 -0.0019308115638883606 -0.001963228376141287 -0.0019274718141814541 0.0015602191387441191 0.0016191997326652819 -0.001844526108863379 -0.0016775667468314913 -0.0019928700850205578 0.0011790760877571224 -0.00062111820842392312 0.0011898685930609677 -0.0019562674446426667 0.0012802536695665802 -0.001976714543387778 0.0016984814578156729 -0.0019523733402959809 0.0019490837374917178 -0.00090388836883835465 0.001234985733208965 0.00071103109785482319 -0.00013593718063832489 -0.0017310247512972302 0.0020985231984410394 0.0015199514291731398 -0.00016308768819138077 0.0016947086557269351 0.00079993547826010978 -0.0016451140997157938 0.0011056884483194133 -0.00015598707626090331
leaf_weight=0.099269375670701265 0.18684589801705431 0.25915841615642476 0.18995734912459739 0.49146074010059226 0.65353368446812954 0.17620463256025676 0.24190254777204234 0.092078195419162512 0.28534002567175765 0.86325007100822404 0.37259086233098038 0.48156369366915974 0.084889403078705072 0.28103561516036268 0.22524033673107613 0.14739589206874359 0.17742723837727581 0.52176274609519158 0.34428138541989062 0.22995066246949136 1.4208893784962149 1.3071904149110189 0.13160484842956099 0.39930723432917159 0.89396389198373016 0.18834514613263298 0.19834439927944914 0.34649886583792966 1.0406337816966695 0.47249572444707144
leaf_count=4 119 58 295 112 173 26 18 5 22 84 34 108 3 74 23 14 42 57 26 11 126 1368 4 18 57 40 35 33 109 23
internal_value=0 -0.00045726 -0.000788008 0.00019913 8.92834e-05 0.000153228 0.000214698 0.00117313 -0.00027932 -0.000508386 -7.51279e-05 -0.00143023 3.77854e-05 -0.00122114 7.12269e-05 -5.84345e-06 8.37473e-05 0.00015248 0.000254404 -0.000705947 7.63838e-05 -0.0014445 -0.000279764 0.000541244 0.000225632 0.000215855 0.00013579 -0.00075502 0.000301212 0.000711713
internal_weight=0 6.22335 3.73077 6.58106 6.0896 5.90275 5.72655 0.745612 2.10201 1.81667 1.23584 0.580833 2.49259 0.365925 4.98094 4.7557 4.51379 4.3664 2.12666 0.489109 4.18897 1.62875 0.321562 1.63755 1.23825 3.66721 3.47886 0.544843 2.93402 1.51313
internal_count=3121 2166 1919 955 843 724 698 178 252 230 118 112 247 77 520 497 479 465 170 69 423 1667 299 101 83 366 326 68 258 132
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=15 10 14 124 38 1456 155 1365 130 8 1456 2 41 1429 43 15 12 12 43 52 52 150 376 0 151 13 0 156 8 452
split_gain=0.0970351 0.094402 0.0976871 0.103366 0.168954 0.116831 0.0991806 0.097481 0.093947 0.0896401 0.108017 0.0957905 0.0971254 0.108491 0.0908476 0.0990947 0.0850014 0.120204 0.0944013 0.114222 0.134323 0.095086 0.0850654 0.0752284 0.0753649 0.0715643 0.0723281 0.0802368 0.0832939 0.0713531
threshold=-0.49307999999999996 -0.15282499999999996 0.086645000000000014 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.088610000000000008 1.0000000180025095e-35 1.0000000180025095e-35 0.08573500000000002 -1.0000000180025095e-35 0.098260000000000014 0.079885000000000025 0.084545000000000009 0.18116500000000002 0.035560000000000008 0.12757000000000002 0.11650500000000001 -0.074359999999999996 -0.087769999999999987 -0.081429999999999989 0.11792500000000002 0.31615500000000002 0.15398500000000004 -0.081154999999999991 0.097995000000000013 -0.23091999999999999 0.090705000000000022 -1.0000000180025095e-35 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=-1 -2 3 4 -3 6 7 8 9 10 29 12 13 16 15 -13 17 18 22 -20 -21 25 23 24 -12 26 -22 28 -28 -5
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032784204069888092 0.0025455638769151818 0.0018805778319286456 -0.0032899289291769365 -0.0032785031088594704 -0.0033058824579569536 -0.0032742845322719814 -0.0032858764222827067 -0.0031740353915967424 -0.0028129896768097967 0.0030661678513570108 -0.0024322608747827865 0.0011119303171591821 -0.0030083147156083788 0.0024909191529432751 -0.0019038516845833666 -0.00091324773018401954 0.0029323528612144835 -0.0033892443806681416 -0.0033062538943862308 0.0022874512645263655 0.00095516975665063913 0.0025642488690663257 -0.0033282506310283737 -0.0033385421591628972 0.0014348447159278966 0.0018038450685050869 0.0013701583102151359 0.0033335436940421207 -0.0022666017868675135 0.0033277947480581473
leaf_weight=0.089769462494586949 0.13659477738838166 0.49409147855476465 0.10665442046592932 0.15903359176445508 0.077260199264856055 0.1350430993734334 0.10875708100502368 0.11024509975686658 0.12991850563776086 0.09916972045903083 0.058387898294313345 1.5292803501506567 0.14022355372435402 0.14793046142585797 0.14571007764607191 0.30893432509037655 0.079581708894693182 0.14341607628739428 0.17164011655404587 0.16356919941608916 0.1221934128552673 0.0793568723311181 0.055177749134600163 0.042698940262198448 0.6548509689018841 0.081009223016735632 0.073759397957475881 0.031998362857848406 0.73004965627114504 0.019526522606611252
leaf_count=85 57 191 48 243 25 264 173 47 345 22 82 313 43 52 25 89 15 13 59 12 4 12 3 2 264 7 5 2 618 1
internal_value=0 -0.000136428 -0.000195522 -0.000141354 0.00117925 -0.000278008 -0.000202888 -0.000139357 -7.46127e-05 -3.98916e-06 -6.56429e-05 2.7784e-05 -0.000363372 -0.000222652 0.000575077 0.000771575 -0.000384015 -0.000493612 -0.000310241 -0.000807661 -0.000473121 -0.000876875 0.000581172 0.00086653 0.00111827 -0.0011397 -0.00138861 -0.00173126 -0.00193288 -0.00255607
internal_weight=0 6.33606 6.19947 6.09281 0.571352 5.52146 5.38642 5.27766 5.16742 5.0375 4.93833 4.75977 2.77584 2.63562 1.98392 1.83821 2.48769 2.40811 2.26469 1.45358 1.28194 1.11837 0.811116 0.755938 0.713239 1.03901 0.958001 0.835807 0.803809 0.17856
internal_count=3121 3036 2979 2931 216 2715 2451 2278 2231 1886 1864 1620 1193 1150 427 402 1098 1083 1070 719 660 648 351 348 346 636 629 625 623 244
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=31 39 52 133 2 376 133 13 457 132 45 1375 2 13 15 13 151 12 42 160 11 457 457 129 43 15 3 484 0 4
split_gain=0.0909939 0.08725 0.0921755 0.0976213 0.0936208 0.0857384 0.0949767 0.10029 0.0933808 0.143464 0.107226 0.0954517 0.101702 0.105926 0.112791 0.0881398 0.0967894 0.0831604 0.0748876 0.0824647 0.0746466 0.0705795 0.0844956 0.0763975 0.071567 0.0968391 0.0813561 0.0746058 0.0818303 0.148998
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 -0.40071499999999999 0.17025000000000004 0.088470000000000007 0.11269500000000002 -0.10664 0.080930000000000016 0.080640000000000017 -0.080359999999999987 -0.43996499999999994 0.090675000000000019 0.073000000000000023 -0.097454999999999986 -0.53104499999999988 -0.083274999999999988 0.10806000000000002 0.10077000000000001 0.11655500000000001 0.078065000000000009 -0.15747999999999998 -0.0029299999999999994 0.085550000000000015 -0.06984499999999999 1.0000000180025095e-35 -0.012304999999999998 -1.0000000180025095e-35 -0.13455999999999999 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 2 18 -4 5 6 7 15 9 10 -9 -10 13 14 -13 -5 -17 20 19 -2 -18 -12 -23 24 26 27 -24 -26 -29 -30
right_child=1 -3 3 4 -6 -7 -8 8 11 -11 21 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0035622410662943457 -0.0033587249653972079 0.0035849513370129942 -0.0032894296858832039 -0.0014100191644705689 0.0033147507474626274 0.0023664646006792758 -0.0031539312621317768 0.0035983136457327222 -0.0014509665745386455 0.0022102487751412049 0.001916132251121611 0.002826889194617997 0.0024453015597256135 0.002906094037459739 -0.0030033311709907222 -0.0013866515030600585 0.0029296197050386191 -0.001189855936809002 0.00058804198220543458 0.0018027999715371852 -0.00055448939609593255 -0.0028017469597124197 -0.00024758348566491015 -0.0035138524894050825 -0.0035404734109984264 -0.0032470182006455301 0.0034418055081219976 0.00074575674843997209 -0.002093361311362083 0.0027791319819612122
leaf_weight=0.083378223818726727 0.27481029642149213 0.076921155501622596 0.11423317613298412 0.16527810062689241 0.10373591574898444 0.17422960519616015 0.1270080193717148 0.06694479635916728 0.2049662613280816 0.20940589415840793 0.10546645263093646 0.054727471666410565 0.40331748561584391 0.093974120682105422 0.16613817337201897 0.12943777031614445 0.51072590988769651 0.091832712932955474 0.12395244311119313 0.044640094707574463 0.089687336279894225 0.29477849616159968 0.91497357630214537 0.1227633777198206 0.10772145964074298 0.23534746313816857 0.080691625305919223 0.41178980421682354 0.48413606380563201 0.092782992025604472
leaf_count=86 306 21 148 22 52 49 340 7 12 127 20 11 82 14 76 24 120 12 31 32 24 156 461 124 62 444 30 52 148 28
internal_value=0 -0.000142522 -0.000190313 -6.6978e-05 6.66265e-07 -6.37364e-05 -0.000145731 -6.98778e-05 -0.000315233 -0.00060584 -0.000807974 0.000669111 0.00127419 -0.000226026 -0.00155868 0.00093692 0.001409 0.00193173 -0.00173577 -0.00263745 0.00240918 -0.000911459 -0.0010201 -0.000805754 -0.000662912 -0.00119696 5.14154e-05 -0.000756916 -0.000453643 -0.00130974
internal_weight=0 6.07642 5.9995 5.55609 5.44186 5.33812 5.1639 5.03689 4.04993 3.1268 2.9174 0.923124 0.718157 0.31484 0.220866 0.986962 0.821684 0.692246 0.443403 0.31945 0.600413 2.85045 2.74498 2.45021 2.32744 1.33178 0.995665 1.09643 0.988709 0.576919
internal_count=3121 3035 3014 2645 2497 2445 2396 2056 1854 1659 1532 195 183 101 87 202 180 156 369 338 144 1525 1505 1349 1225 734 491 290 228 176
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 15 52 160 2 484 43 147 4 1444 457 52 52 133 52 474 43 43 43 51 1374 0 455 13 43 3 3 48 151 0
split_gain=0.537941 0.523456 0.321819 0.346593 0.305586 0.284355 0.289064 0.240079 0.235805 0.224311 0.221741 0.26171 0.261656 0.252244 0.193363 0.267311 0.195689 0.189635 0.187201 0.221277 0.229247 0.338906 0.181357 0.181152 0.178832 0.228482 0.210181 0.176299 0.176233 0.170207
threshold=0.10439500000000002 0.084050000000000014 -0.12005499999999998 -0.091944999999999985 0.14753000000000002 -0.0068949999999999992 0.24789500000000006 0.087350000000000025 0.51303500000000013 -0.083144999999999983 -0.0029299999999999994 -0.078224999999999975 -0.087769999999999987 -1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 -0.40263499999999991 0.16180500000000003 0.070450000000000013 0.091630000000000003 -0.035729999999999991 -0.14226499999999997 -1.0000000180025095e-35 -0.28558999999999996 -0.083269999999999997 -0.084074999999999997 -0.15956499999999998 0.091545000000000015 -0.29526499999999994 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -5 7 10 14 -4 -7 12 -12 -13 15 -2 -17 28 19 20 -15 -22 -3 -24 25 26 -23 -1 -18 -29
right_child=4 22 3 5 -6 6 -8 -9 -10 -11 11 13 -14 18 -16 16 17 -19 -20 -21 21 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0012941368965683948 -0.0013692305263786667 0.0014059174675930465 0.001425085373649598 -0.0010055889835068335 0.0010705745946900573 -0.0007843912967419992 -0.0013594445839586571 0.0012689426239614722 0.0011810760917270518 -0.0011729762205698166 0.00016366569814764518 -0.0010394085916022801 0.0012971843396746739 -0.0013836131909788657 -0.00072889045535663949 -0.0010846192542932583 -0.0011014555371371647 -0.00088202616674757847 0.00064126355717895043 0.00097168656337907151 0.0010707807792352821 0.00043165293679064281 0.0010511393113527422 -0.001192704993666555 -0.00078671251376750864 0.00078473637536512989 -0.0013575939897448597 -0.00086547072131018391 0.00035257236939588573 0.00140075416123564
leaf_weight=0.60866181630990457 0.20032783411443222 0.053244564682245143 0.06434255838394165 0.42856698445393693 0.66416286100866262 0.45656613545725111 0.22687060452881258 0.32835890736896534 0.35008043190464366 0.64204100167262357 0.82169161329511553 0.37244877446210001 0.63559134071692758 0.26021534384926992 0.49975706177065138 0.20270025497302402 0.15160726965405036 0.24928161315619934 0.87259339337469999 0.31673136737663288 0.3789450527983721 0.20912397000938654 0.066422696691006311 1.3546409319969814 0.77237421163590647 0.42799451411701872 0.25817380522494204 0.14553208672441542 4.5259332003188311 0.097328346222639084
leaf_count=292 30 1 1 213 112 58 50 28 90 226 77 118 50 38 48 9 12 11 21 16 17 6 3 1007 86 26 50 50 373 2
internal_value=0 -0.000269193 -0.000140154 -5.21038e-05 0.000215515 4.02074e-05 0.000110926 0.000165515 0.000123617 -0.000936326 0.000102857 0.000178917 0.000658048 -1.5692e-06 6.01141e-05 0.000134096 0.000192806 0.000245363 0.000108993 -6.80399e-05 -0.000210796 -6.16789e-05 -0.000997763 -0.00108782 -0.000319009 8.44826e-05 -0.000556875 -0.00091285 0.000305445 4.27378e-05
internal_weight=0 9.79846 8.32415 7.47263 6.84385 6.76625 6.33768 6.11081 6.17969 0.706384 5.78245 5.32588 1.45728 3.8686 5.82961 5.32985 5.12952 4.92682 3.49615 2.62356 2.30683 2.04661 1.47431 1.42106 1.66767 0.895292 0.467298 0.851522 4.67754 0.24286
internal_count=3121 2436 1425 1081 685 854 641 591 573 227 563 505 127 378 483 435 405 396 260 239 223 185 1011 1010 168 82 56 344 385 52
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=1 50 2 1374 158 0 4 133 13 150 475 15 0 43 43 43 2 146 1426 47 15 50 43 52 42 151 151 457 150 1
split_gain=0.09374 0.102671 0.0992314 0.0914714 0.100524 0.0950328 0.093537 0.129686 0.10068 0.103466 0.140733 0.115535 0.114135 0.110591 0.0914591 0.130799 0.0909374 0.0868902 0.0864706 0.104068 0.134423 0.135527 0.0826922 0.0878238 0.0819636 0.090332 0.077071 0.104079 0.070045 0.0693014
threshold=0.094090000000000021 0.07826000000000001 0.14753000000000002 -0.094929999999999987 0.084765000000000021 -0.23091999999999999 -0.076779999999999987 0.10622000000000002 -0.50061499999999992 0.083095000000000016 -0.081774999999999973 -0.094549999999999981 0.22582000000000002 -0.14968999999999996 0.070450000000000013 -0.079109999999999986 0.079055000000000014 0.12035500000000002 -1.0000000180025095e-35 0.086785000000000015 -0.074054999999999996 0.11875500000000001 -0.090299999999999991 0.11008000000000001 -0.22961999999999996 -0.5225749999999999 0.06617000000000002 0.091015000000000013 -1.0000000180025095e-35 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=1 3 17 -1 5 -5 7 14 -8 10 -10 -11 -12 -13 15 22 -17 18 -2 20 21 24 23 -7 -20 -26 27 29 -21 -22
right_child=2 -3 -4 4 -6 6 8 -9 9 11 12 13 -14 -15 -16 16 -18 -19 19 28 26 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0030044242175167853 -0.0030619193086595994 -0.0029397842423585273 0.0022333386281644719 0.002425803840282916 -0.0023824710847281795 -0.00060003590866217421 0.0021655115318622757 -0.0029731956739442334 0.00087631208864524075 0.0024170910457341002 -0.0028332305791533828 0.0029450731999175247 0.0029812830340240851 -0.001975967730397515 0.0018484568409704769 0.0025489615231072955 -0.0027303962952123779 -0.0030493235793079177 -0.0017653101585272943 -0.0024927831299615213 -0.00039770286591657227 -0.0024270982632711787 0.0029421826995714778 0.0024368213047564306 -0.0017950872641065371 0.0025050431502115313 -0.0016514339127149968 0.0029397250690420145 -0.00014694747455650461 0.0029569172127219415
leaf_weight=0.1059669491878602 0.067604321811815082 0.13645909946717427 0.20744136128632806 0.12414791568881023 0.17352371914967069 0.31030222127446905 0.089403330930509894 0.09272742551183899 0.13514633190425396 0.12728310855163727 0.48439048651561689 0.048778546537505463 0.030865078791975975 0.20096403792558704 0.36115758322557667 0.033274154935499456 0.17838886089884909 0.071821584133431204 0.047198869287967682 0.12301651434972882 0.54541342939046367 0.065470358356833458 0.12195871205767606 0.11117318755714223 0.044888874283060431 0.64978864791919577 0.19648493602289818 0.11785459611564875 0.98864540764043318 0.058619132410967723
leaf_count=35 36 437 112 21 216 72 7 142 63 16 628 4 2 111 53 6 327 3 3 20 227 10 19 7 7 277 25 36 184 15
internal_value=0 -0.000458054 0.000272809 -0.000333979 -0.000226116 -7.33871e-05 -0.00020679 0.000358294 -0.000818499 -0.00107816 -0.0017865 0.000143791 -0.00248493 -0.00101481 0.000635041 5.46735e-05 -0.00190046 0.000136188 0.000214945 0.000293021 0.000743657 0.00161634 0.000816183 0.000201 0.00197317 0.00222718 -2.35224e-05 0.000419566 -0.000406538 -7.21494e-05
internal_weight=0 2.86591 3.18425 2.72945 2.62348 2.44996 2.32581 1.20898 1.11683 1.02743 0.650402 0.377026 0.515256 0.249743 1.11625 0.755097 0.211663 2.97681 2.90499 2.83738 1.72572 0.807347 0.543434 0.421475 0.741876 0.694678 0.918372 0.721887 1.11166 0.604033
internal_count=3121 2166 955 1729 1694 1478 1457 626 831 824 693 131 630 115 484 431 333 843 840 804 600 297 98 79 287 284 303 278 204 242
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=4 12 132 3 453 133 13 48 15 15 3 41 50 1 16 12 15 158 15 15 47 1 47 10 156 51 147 52 47 15
split_gain=0.545434 0.467069 0.40944 0.352612 0.346381 0.33134 0.394727 0.317127 0.312996 0.267421 0.258128 0.239412 0.22996 0.204071 0.22359 0.33991 0.202773 0.224894 0.22193 0.199631 0.234994 0.350277 0.192591 0.23172 0.236263 0.187167 0.182133 0.178254 0.170788 0.144656
threshold=0.27834500000000006 0.079890000000000017 0.081465000000000024 0.10732000000000001 1.0000000180025095e-35 -0.0084449999999999994 -1.0000000180025095e-35 0.082620000000000013 0.19724500000000003 -0.0040799999999999994 -0.097604999999999983 0.078065000000000009 0.11875500000000001 0.13146500000000003 -0.083539999999999989 0.084100000000000022 0.092145000000000019 0.07968500000000002 -0.11033999999999998 0.024640000000000006 0.092710000000000015 0.094090000000000021 0.10954500000000002 0.039530000000000003 0.11896500000000002 0.12547500000000003 0.10271500000000001 -0.15275999999999998 0.14029000000000003 -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 5 8 12 -1 7 9 10 -7 11 16 22 14 15 -12 17 18 -3 20 21 -8 23 24 -2 -17 -25 -20 -22 -23
right_child=4 3 -4 -5 -6 6 19 -9 -10 -11 13 -13 -14 -15 -16 25 -18 -19 27 -21 28 29 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010976620398952062 0.00126217047017801 -0.0013965552458877748 0.0009932464890939339 0.00042203560704634773 -0.00094862391090323717 -0.0010665030527170231 -0.00025390610541929366 0.0011324182234044803 0.00063375717729746987 0.00057227173336364527 0.00080767391382129583 -0.0013692001936942825 -0.00073722736417644239 0.00026691087795747319 -0.001359437489839024 -0.0011167732763096626 -0.0013863348864614146 -0.0013869844868062125 -0.0013527613747719544 -0.00094575411924038616 -0.0012190104757880454 0.0011216426963248651 -0.0002222442913712982 0.00081086653034007268 -0.00044367528771773547 0.0011297395411197016 -0.00072544954233226577 0.00053101123449598964 4.6940408593841122e-05 0.00016345043633717282
leaf_weight=0.53816792013822112 1.4735011984594173 0.14066909858956922 0.71260992065072049 0.70443451730534423 0.30366469919681538 0.29452489817049354 2.1242985395365417 0.8708116527996026 0.35578016424551595 0.47147917398251571 0.25059331121156103 0.33256215299479652 0.22564379312098015 0.24115046090446401 1.5989532692474302 0.91724149489891715 0.20572552387602616 0.17982771119568486 0.098987379809841403 0.56613549240864802 0.50841097789816547 0.60891649057157338 0.36643595644272853 0.29866354644764204 0.16429436777252693 0.072880571591667831 0.26524824928492308 1.2008167180465541 0.3137243022210896 0.54226885619573273
leaf_count=67 231 16 52 25 16 14 132 125 18 47 22 59 14 13 1249 529 34 28 75 48 44 20 23 46 6 12 4 116 9 27
internal_value=0 -0.00020635 1.99551e-05 -0.000477621 0.000419963 -8.14638e-05 5.33555e-06 0.000575401 -0.000590888 -5.78293e-05 -0.000674047 -0.000316261 0.000568719 -0.000924731 -0.00102593 -0.000596121 -0.000124497 3.57159e-05 0.000213325 -0.000194738 -9.09756e-05 7.09051e-05 0.000683463 0.000834202 0.00109105 -0.000951413 8.82267e-05 0.000387551 -0.000735927 0.000670284
internal_weight=0 13.851 7.55135 6.29962 3.09745 6.83874 6.30057 1.63682 5.59519 0.766004 5.23941 2.15859 2.79379 3.08082 2.83967 1.24072 1.82603 1.6203 1.44047 4.66375 4.09762 3.27548 2.56814 2.20171 1.6378 0.990122 0.563912 1.2998 0.822135 1.15119
internal_count=3121 2781 585 2196 340 533 466 186 2171 61 2153 328 324 1825 1812 563 269 235 207 280 232 179 310 287 237 541 50 191 53 47
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=4 12 43 42 453 50 3 15 52 0 1 0 16 2 2 52 40 48 34 0 1 14 139 13 159 12 12 1 16 0
split_gain=0.667612 0.36889 0.306767 0.326239 0.290144 0.243645 0.220421 0.271242 0.200894 0.185685 0.342149 0.276835 0.270989 0.213383 0.286908 0.171739 0.165379 0.164713 0.166876 0.161778 0.2223 0.161709 0.212759 0.143136 0.140653 0.119175 0.316115 0.11103 0.107692 0.268263
threshold=0.27834500000000006 0.051320000000000005 -0.04890499999999999 -0.095284999999999995 1.0000000180025095e-35 0.14582500000000004 0.30112000000000005 -0.14147499999999996 -0.085984999999999992 -0.060129999999999996 0.13021500000000003 -0.053834999999999994 -0.29154999999999992 0.097220000000000015 0.10327000000000001 -0.012164999999999999 -1.0000000180025095e-35 0.13400000000000004 -0.11726499999999999 -0.10607499999999999 0.083135000000000014 -0.46885499999999997 -0.073429999999999981 -0.47860499999999995 -0.079544999999999991 0.084100000000000022 0.08401500000000002 1.0000000180025095e-35 -0.008904999999999998 -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 -1 5 17 8 -8 -4 10 19 -11 -13 -14 -15 27 -16 18 -2 20 23 -20 -23 -3 -24 26 -21 -5 -10 -30
right_child=4 9 6 15 -6 -7 7 -9 28 11 -12 12 13 14 16 -17 -18 -19 21 25 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00094382011624933931 -0.00051731225038988203 0.0001802454771595682 -0.0014172728939092836 -0.00021687335394775164 -0.0012412541628660293 -0.0017175194297813648 -0.0014495629020412114 0.0011724864130875394 -0.00071490212012645903 0.00091786250888330927 0.0017030591925121061 0.001010937705024095 -0.0014696737967990945 0.00072743543458289052 0.00047799466020970589 8.9950280342386245e-05 -0.0016997146850947554 -0.0010872737794936185 -0.00016326571629472043 -0.0016745702755729657 -0.00011454396376353541 -0.0010808546424171223 -0.00048306776064855537 -0.0017112866165024869 0.0015922542489886964 -0.0015718131748305984 0.0015089478937724678 0.0016471549271978665 0.0012309828614503937 -0.00071757448219359724
leaf_weight=0.49637902411632229 0.23742861289065409 0.13415601570159197 0.92160810885252376 0.10870959586463858 0.30122573021799315 0.12832313356921066 0.15459386212751269 0.37704841076629225 2.4633539217757061 0.30659354606177691 0.11527689895592619 0.21353626367636103 1.0714444511104377 0.38240869878791262 0.12807246588636245 0.70767086913110677 0.39831213580327984 0.14036295656114806 0.28250391827896293 0.25054866491700556 0.74328747286926955 0.10232780501246486 0.098835765733384151 0.64908053871476912 1.1101166029402509 2.4955157332879025 0.13253336510388181 0.48496298486134037 0.30351033760234714 0.55611921905074169
leaf_count=28 13 6 106 11 16 7 4 61 143 29 9 13 75 17 11 42 132 10 37 155 48 5 13 108 239 1604 11 111 19 38
internal_value=0 -0.000664725 -0.00038094 0.000206036 0.000288776 0.000508255 -0.000601871 0.000410033 -0.000728614 -0.00093045 -0.00113208 -0.000565922 -0.00077329 -0.00096569 -0.000371505 0.000644632 -0.00116987 0.000653123 0.000786525 -0.00120627 -0.000767575 0.000980759 0.00122723 -0.0013873 0.00142259 -0.00143892 -0.000573181 0.00130583 -0.000537619 -2.95952e-05
internal_weight=0 13.5947 6.57396 1.79772 2.40112 2.0999 4.77623 0.531642 4.24459 7.02077 4.5204 2.50037 2.19377 1.98024 0.908793 1.30134 0.526385 1.97158 1.83121 4.40512 1.52652 1.59378 1.31128 0.783237 1.20895 2.8786 0.383082 0.593673 3.32298 0.85963
internal_count=3121 2781 563 192 340 324 371 65 306 2218 1941 277 248 235 160 164 143 317 307 1932 162 294 257 114 252 1770 166 122 200 57
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=4 12 3 151 1 3 16 16 132 151 1 13 52 47 50 456 41 52 15 42 160 52 15 2 2 48 48 1 14 4
split_gain=0.690741 0.533414 0.49488 0.382063 0.34855 0.323409 0.321704 0.342885 0.320147 0.3296 0.318539 0.291987 0.294291 0.44252 0.269477 0.250267 0.248691 0.249107 0.245546 0.224616 0.222856 0.25803 0.241856 0.247126 0.212735 0.233203 0.230632 0.262444 0.214787 0.170149
threshold=0.27834500000000006 0.079890000000000017 0.10732000000000001 -0.27559499999999998 0.13021500000000003 -0.097604999999999983 -0.083539999999999989 -0.084119999999999986 0.081465000000000024 -0.086654999999999982 0.090475000000000014 -0.080759999999999985 -0.010034999999999999 0.091210000000000013 0.11875500000000001 0.060100000000000008 0.078065000000000009 -0.15275999999999998 0.082685000000000022 0.094725000000000018 -0.22361499999999998 -0.085984999999999992 -0.095869999999999983 0.10005000000000001 0.113445 0.14257500000000004 -0.064549999999999982 0.11230000000000001 0.077685000000000018 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 8 4 -2 5 16 7 10 9 15 -7 12 -11 -14 24 -1 17 -3 20 -19 -13 -22 -23 29 26 -26 -5 -28 -29 -24
right_child=3 2 -4 14 -6 6 -8 -9 -10 11 -12 18 13 -15 -16 -17 -18 19 -20 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.001085541957525558 -0.0010621186097791279 -0.0012823097592423692 0.00042740940031697853 0.0012927209587777128 0.00057384222548096222 -0.0012744574944623609 -0.0012771968363506864 0.0013881200643802367 0.00082099077747252642 0.0010279631207748311 -4.4522223886990719e-05 -0.0012940408024174424 -0.00098776292463691206 0.00095739194703828767 -0.00068880071548060417 -0.00044766282258900579 -0.0012912773904708672 0.0001617176844102234 -0.0012368119808594828 -0.0011433923791179916 -0.00075446013181581487 -0.00061993865381203533 0.00024633198203640648 -0.00023120306451904419 0.0012672140457527727 -0.00047721338030698332 -0.00039015895495895435 0.0012851263765289987 -0.00043031254128574439 0.0011826757114297209
leaf_weight=0.62298941361950699 0.25939206080511246 0.28172368661034908 0.86628821701742698 0.33596121659502376 0.38569299224764098 0.70825942821102195 1.8852509834687223 0.14173547143582244 0.70174943143501867 0.58863898471463472 0.65021568658994511 0.29544041818007816 0.44427908729994647 0.32678068988025188 0.26222168467938889 0.23644859762862325 0.37131153297377739 1.6687498323735774 0.420940113486722 0.24324385356158029 0.92496014840435181 0.79713782633189101 1.0547171302605449 1.3069417624501509 1.052842815290205 0.13975156378000964 0.72717973438557215 0.38904446177184582 0.16835393384099007 0.44394236418884236
leaf_count=54 15 97 25 31 22 512 1249 9 52 61 48 27 36 17 14 21 60 159 42 15 99 62 58 41 167 8 24 79 2 15
internal_value=0 -0.00022038 -0.000472071 0.000416666 -0.000595049 -0.000670813 -0.000928289 -0.000489831 1.64107e-06 -7.54005e-05 -0.000685766 -0.000171593 0.000352368 -0.000163392 0.000541395 0.000663727 -0.000330983 -0.000168442 -0.000307447 -4.31843e-06 -0.000226337 -0.000156667 -3.19065e-06 0.000172042 0.000656066 0.0010628 0.000356742 0.000111952 0.000767003 0.000523702
internal_weight=0 15.3674 7.20247 3.33475 6.33618 5.95049 3.38546 1.50021 8.16497 7.46322 1.35848 6.60378 1.3597 0.77106 3.07536 0.859438 2.56503 2.19372 5.24408 1.91199 4.82314 4.5277 3.60274 2.8056 2.81313 1.19259 1.62054 1.28458 0.557398 1.49866
internal_count=3121 2781 2196 340 2171 2149 1818 569 585 533 560 458 114 53 325 75 331 271 344 174 302 275 176 114 311 175 136 105 81 73
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=4 12 12 14 132 133 13 0 151 133 13 1 12 49 151 160 1 50 48 43 48 15 15 47 2 48 15 52 0 52
split_gain=0.315094 0.237043 0.250523 0.237369 0.219219 0.290758 0.27558 0.21646 0.206389 0.18262 0.228382 0.232682 0.260016 0.174805 0.207226 0.191231 0.157159 0.154309 0.150021 0.209893 0.140872 0.136569 0.127665 0.124177 0.176654 0.149486 0.151956 0.121115 0.271953 0.152036
threshold=0.27834500000000006 0.084100000000000022 0.090455000000000021 0.076175000000000007 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.17169499999999996 -0.27559499999999998 0.10622000000000002 -0.47860499999999995 0.13021500000000003 0.092355000000000007 -0.10069499999999999 -0.086944999999999981 -0.091944999999999985 0.099195000000000019 0.13146500000000003 -0.047864999999999991 -0.25681499999999996 0.11270000000000001 -0.0058549999999999991 0.19724500000000003 0.12794000000000003 0.113445 -0.064549999999999982 -0.47006499999999996 0.10347000000000002 -0.10011499999999998 -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=1 3 20 4 5 -1 7 -7 -2 10 -4 12 -12 -8 -15 -16 -9 23 -14 21 -3 -20 -21 24 25 -10 -27 28 29 -17
right_child=8 2 9 -5 -6 6 13 16 17 -11 11 -13 18 14 15 27 -18 -19 19 22 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013664643704689881 -0.0013558625821145729 -0.0014617268176393241 0.0011139909005755356 -0.0015300575562980992 0.0011931585448839821 -0.001741823711833548 -0.0016868299521202903 0.00045619855405787879 0.0016787201029672767 -0.0015882396269501081 0.00030936752707044025 0.0011505619162217992 0.0007253062488739502 0.0011097642456029458 -0.0016788206978861973 -0.00019063053916872148 0.0016683898428785874 -0.0011822565006214768 0.00081676708700062386 -0.0016834597273229087 0.0011115236199620954 -0.0010345060229836037 0.00015736323942122204 -0.00098627168301973923 0.0015721511487763766 0.0016736996404397716 -0.00020986836889232038 0.00080217861392540364 -0.0010501049008474687 0.0010022439614909252
leaf_weight=0.41101484924729437 0.15333014843054149 0.8644447624683379 0.32949704921338696 0.26811816624831397 0.43684862041845907 0.092351838946341913 0.19763882632833008 0.83040134389011677 0.21580015798099339 0.27923304212163191 0.71841659315396267 0.25494734797393892 0.14327292871894393 0.35590572818182487 0.23066041665151837 0.90471252764109522 0.45455825762473978 0.11896265437826503 0.22226201012381352 0.88953564783150685 0.06266840297030285 0.21562390084727656 0.11709770001471043 0.10419107531197358 0.62632096538436588 0.14310223210486583 0.66109092300757832 0.34999076335225243 0.7501560702221427 0.43434741685632772
leaf_count=100 15 941 13 57 51 2 19 172 31 299 159 21 22 23 34 50 134 10 21 485 8 29 3 10 170 58 46 18 97 23
internal_value=0 -0.000225759 -0.00053001 -7.71011e-06 6.72027e-05 -3.09413e-05 8.83703e-05 0.000708879 0.000492589 -0.000308379 -0.000184746 -0.000351831 -0.000517918 -0.000176763 -7.81279e-05 -0.000236479 0.000885015 0.000644195 -0.000892234 -0.00105267 -0.00128779 -9.48373e-05 -0.00146932 0.000768319 0.000879363 0.00045396 0.000125303 -0.000100086 -0.000251236 0.000196299
internal_weight=0 9.8137 4.097 5.7167 5.44859 5.01174 4.60072 1.37731 2.0228 3.16989 2.89065 2.56116 2.30621 3.22341 3.02577 2.66987 1.28496 1.86947 1.58779 1.44452 0.927113 0.437886 1.00663 1.75051 1.64631 1.01999 0.804193 2.43921 2.08922 1.33906
internal_count=3121 2781 2001 780 723 672 572 308 340 1052 753 740 719 264 245 222 306 325 560 538 949 50 488 315 305 135 104 188 170 73
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=4 12 43 0 0 0 1 16 151 3 52 50 43 52 52 160 52 1429 47 34 9 39 16 0 16 16 13 13 43 2
split_gain=0.622979 0.484509 0.31801 0.306497 0.508921 0.381909 0.381077 0.304359 0.293437 0.274011 0.289517 0.269768 0.245527 0.23117 0.247502 0.196693 0.190785 0.167542 0.221079 0.162342 0.190525 0.157117 0.144097 0.364267 0.303083 0.223435 0.142187 0.522966 0.154119 0.146383
threshold=0.27834500000000006 0.051320000000000005 -0.04890499999999999 -0.060129999999999996 -0.10607499999999999 -0.053834999999999994 0.083135000000000014 0.40020000000000006 -0.27559499999999998 0.30112000000000005 -0.087284999999999988 0.11875500000000001 0.15359500000000004 -0.012164999999999999 0.096795000000000006 0.10648000000000001 -0.0092699999999999987 -1.0000000180025095e-35 0.12794000000000003 -0.11726499999999999 0.10750500000000002 0.097600000000000006 -0.0092699999999999987 -0.10324499999999999 -0.071854999999999988 -0.094359999999999986 -0.084034999999999985 -0.084319999999999992 -0.25681499999999996 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 13 4 6 -5 12 -7 -2 10 15 17 -3 21 -15 -4 -11 -10 19 -19 -21 -1 24 -24 25 -12 27 28 -6 -28
right_child=8 3 9 5 26 7 -8 -9 11 16 22 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0010367113567512104 -0.00096345584234242595 -0.0011944781057873922 -0.0011916290432056565 0.00092611260591078301 0.0012231178856835744 -8.1961523847891413e-05 0.00037887335642017414 -0.0011892208577100535 -0.00057727451489025035 0.0011876263983748713 -0.00025977291509024297 -0.000653121297525979 0.00048303590032592838 -0.00058655962242968804 0.00058889519571724859 0.00029298636221515968 -5.4969984263114549e-05 -9.5405926751393521e-05 -0.00071556373978711016 0.0010696518443226769 -2.0982907384964092e-05 -8.7425585456055811e-05 0.0011103340584642685 -0.0003293815137357176 -0.00082709065274778914 0.00063483065216970145 -0.0011795323672100092 0.0010456504299796534 -0.0011298754287985687 0.0011148163600427999
leaf_weight=0.80965965596260525 0.20071949250996146 0.48910582641838185 0.62029206752777089 0.41699984297156367 0.040253158658742905 1.7440830547711805 0.96228304965188727 0.42361229663947586 0.14873659447766963 0.33184524602256715 1.2083644641097637 0.24957837164401997 0.1586436532670632 0.48889028112171207 0.49487938359379768 0.15267913672141731 0.34706452535465349 0.24458077683812218 0.1406114506535231 1.6035899646230944 0.25486061844276253 0.21630413574166596 0.41440275497734547 0.57753722823690834 0.85054879297967989 0.56137264403514553 1.6644875299534754 0.21577440557302974 0.75587098152027465 0.039075168082490452
leaf_count=116 15 96 96 29 1 129 54 119 3 44 69 14 18 37 23 7 21 13 10 267 18 16 18 41 53 22 1238 21 509 4
internal_value=0 -0.000199359 1.62058e-05 -0.000420028 -0.000610785 -0.000100796 -8.88257e-05 -0.000298343 0.000402344 -0.000140302 -0.000247545 0.000506109 -0.00078363 0.000410573 4.74582e-06 -0.000898384 0.0005524 0.000627042 0.000706879 0.000801986 0.000920086 0.000799709 -0.000108274 0.000272088 -0.000252264 2.40014e-05 -0.000920262 -0.000572371 -0.0010109 -0.00112691
internal_weight=0 13.984 7.07384 6.91019 4.32549 2.5847 1.61003 2.1677 2.84268 5.06411 4.3852 2.64196 0.647749 2.00973 0.98377 0.772971 0.67891 2.39238 2.24364 2.10303 1.85845 1.02596 3.61223 0.99194 2.62029 1.76974 2.71546 1.0119 0.796124 1.70356
internal_count=3121 2781 563 2218 1941 277 168 248 340 371 306 325 114 192 60 103 65 311 308 298 285 132 203 59 144 91 1773 531 510 1242
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=4 12 14 43 151 3 42 1 42 43 42 15 15 52 4 160 52 41 3 1 43 50 160 2 2 157 49 0 47 2
split_gain=0.50786 0.378675 0.27558 0.283913 0.262854 0.254276 0.239869 0.291914 0.332301 0.280086 0.234194 0.223006 0.21683 0.204811 0.201237 0.19785 0.202715 0.205233 0.274064 0.21654 0.292933 0.188043 0.180588 0.160327 0.297643 0.125328 0.152516 0.132062 0.119918 0.17405
threshold=0.27834500000000006 0.051320000000000005 0.083150000000000016 -0.04890499999999999 -0.27559499999999998 0.30112000000000005 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.23229999999999998 -0.095284999999999995 0.19724500000000003 -0.11033999999999998 -0.085984999999999992 0.24564500000000003 -0.090969999999999981 -0.15275999999999998 0.075585000000000013 -0.10831999999999999 0.089875000000000024 0.13895500000000002 0.11875500000000001 0.096485000000000015 0.084055000000000005 0.083995000000000014 -0.077809999999999976 0.10595500000000001 -0.23091999999999999 0.12282000000000001 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 13 14 8 9 -8 -1 -10 -7 22 -3 -11 -17 18 -18 20 23 28 -5 24 -20 -15 27 -27 29 -6
right_child=4 6 -4 5 21 12 7 -9 11 15 -12 -13 -14 25 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00038134903888583722 -0.0011569863860084789 -0.0014185223047284302 -0.0013494483184601561 -0.0013958561895717517 0.00051103156093093224 -0.00063350893031851381 0.00099889527726650519 0.00099919712866153483 -0.0013756796790890236 -0.0014128762780650473 0.00088126437024082995 0.00088351356234308426 0.0014163821703829934 0.00066010908667187528 0.00030276864549157585 -0.0014069511867106129 0.0007421543705590089 -0.0014277754172943905 -0.0014084675746225313 0.00081509754684126355 0.00065982874676567696 -0.00076178671577821976 0.00050859703550507323 -0.001253575565321925 0.0015825820242421841 0.00027124440413315616 0.00057996084313603454 -0.00052566491600776477 -0.00055065248276606356 0.0013912467680270767
leaf_weight=0.37498715135734517 0.17483067163266275 0.77861719115753558 0.27240757225081313 0.45933863782556716 1.1837610007787605 0.14124570740386844 0.32810570078436185 0.29567478469107289 0.88613334449473757 0.31594895551097568 1.2472781441174445 0.094936744775623083 0.3578166011138818 0.38692329876357767 0.16083098720991984 0.26492099510505784 0.69051990367006544 0.21436574624385674 0.13645678901230318 0.27404378191567946 0.29958770770463161 0.17576272645965207 0.12412218900863081 0.73785889995633624 0.12520225299522281 0.53455456090159792 0.42235995642840851 1.7254249115358087 0.13031490333378304 0.70252718654228363
leaf_count=27 15 704 26 89 133 7 14 23 489 210 157 4 57 25 17 186 40 34 95 37 14 14 6 347 4 22 25 122 11 167
internal_value=0 -0.000215648 2.74915e-05 9.24527e-05 0.000496114 -0.000101728 -0.000478022 -0.000347931 -0.000439118 -0.000231161 0.000589411 -0.00115706 0.000836218 -0.000229878 -0.00112384 -0.000363099 -0.00024218 -0.000117657 6.40877e-06 -0.00031654 -0.000555257 0.000627941 -0.000990713 -0.000919457 2.27314e-05 -8.52441e-05 -0.00019276 -0.000337171 0.000749066 0.000838858
internal_weight=0 11.6497 6.04646 5.77405 2.3672 4.15179 5.6032 4.66376 4.36808 3.38701 1.62227 0.98107 0.499062 3.65272 0.939448 3.05891 2.74296 2.47804 2.26367 1.57315 1.29911 2.19237 0.583461 0.999518 0.261659 3.06926 2.68234 2.25998 2.0166 1.88629
internal_count=3121 2781 563 537 340 353 2218 1497 1474 981 184 493 64 289 721 967 757 571 537 497 460 325 95 446 99 194 169 144 311 300
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=160 1 484 42 1374 52 0 16 4 151 4 42 376 474 133 13 1 12 49 0 3 2 15 48 52 2 49 151 1 16
split_gain=0.101444 0.108451 0.112398 0.106064 0.114029 0.0945972 0.0945612 0.0896293 0.0835339 0.148214 0.103427 0.0885282 0.0824031 0.0923494 0.0814245 0.0861944 0.121847 0.114503 0.131825 0.0916989 0.0798895 0.134768 0.145381 0.0782987 0.0719665 0.0742176 0.0707989 0.0656313 0.117503 0.0630827
threshold=-0.40698999999999991 0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.094929999999999987 -0.43320999999999993 -0.23091999999999999 0.25084500000000004 -0.083854999999999985 -0.078754999999999978 -0.49405499999999997 0.082250000000000004 0.091135000000000008 0.086870000000000017 -0.25159999999999993 -0.0062949999999999994 0.13146500000000003 0.092465000000000006 -0.16230499999999995 -0.08867499999999999 0.11924500000000002 0.090790000000000023 0.024640000000000006 0.083685000000000009 0.077655000000000016 0.092120000000000021 0.10595500000000001 -0.090369999999999992 0.090965000000000004 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 -2 12 -5 -3 -6 -1 10 27 -8 29 13 -4 -7 16 17 19 -19 23 21 -17 -23 -16 25 -12 -22 28 -10 -11
right_child=1 5 3 4 6 14 8 -9 9 11 24 -13 -14 -15 15 20 -18 18 -20 -21 26 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032618492654953222 -0.0035968670797461052 -0.0035834125834066652 -0.0034048123447313608 -0.0036595925182571882 0.0031009675813888299 -0.0026242713228898608 -0.001290802130053141 0.0035849998870614345 -0.0035946427416921204 -0.001536028588647079 -0.0015827677848661566 -0.0035817679431914234 0.0020184131063830965 0.0029425241642556691 -0.00064370960649614173 -0.00044053767940421422 0.0035082900529237408 0.0036485820061999165 -0.0025945029263865207 0.0034461212817486746 -0.002055101756297131 0.002583270579234024 -0.00177512804221154 0.0022844430074216038 0.0025260573557524548 0.001576095796402841 0.00062885403871538927 0.0023261936189731534 0.0035434226862639286 0.0011169839117782035
leaf_weight=0.20385801072916354 0.14532567845890332 0.074125238606939425 0.29833021282320338 0.10953309704928083 0.12476050632540259 0.10317413623852267 0.25725615848205052 0.027765882841777056 0.07779598847264424 0.47123347055457454 0.15996820040163728 0.20868270389109966 0.053046974586322904 0.032488666569406632 0.26697138334566328 0.7583998864574808 0.26233272578247124 0.054849796928465366 0.20406625296163838 0.21612272657512266 0.33233050745911885 0.52961673008394428 0.11998512974241748 0.20739987614797428 0.34752594010933535 0.23432458331808448 0.20196382922586054 0.23002146607905349 0.047458012064453214 0.15134921355638653
leaf_count=238 396 119 628 38 12 30 39 2 58 87 29 538 6 20 54 91 148 3 95 99 37 121 20 68 28 24 24 53 5 11
internal_value=0 -3.1851e-05 -0.000531173 -0.000372271 -9.53243e-05 0.000410179 7.36549e-05 -0.00244108 -9.91519e-05 -0.000740503 0.000662542 -0.00156656 -0.00211816 -0.00278146 0.000501062 0.000603297 0.00135156 0.000755627 -0.00127194 0.00151591 0.000136479 0.000583132 0.00177825 0.000636508 0.00133994 0.000294516 -0.00104056 0.00119228 -0.000890071 -0.000891084
internal_weight=0 6.28044 2.9491 2.80378 2.41991 3.33134 2.31038 0.231624 2.18562 1.18654 0.999075 0.831265 0.383866 0.330819 3.25721 3.15404 1.21174 0.94941 0.258916 0.690494 1.9423 1.408 0.649602 0.474371 0.741819 0.394293 0.534294 0.355275 0.125254 0.622583
internal_count=3121 2881 1972 1576 922 909 884 240 872 752 120 636 654 648 790 760 467 319 98 221 293 232 141 122 81 53 61 116 63 98
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=4 12 1 0 0 0 14 42 151 13 132 133 13 0 1 15 47 1 50 0 4 0 1 43 159 16 2 47 2 48
split_gain=0.331288 0.241573 0.279261 0.266901 0.255053 0.253798 0.213897 0.213462 0.206916 0.206827 0.199156 0.243724 0.284279 0.199554 0.18516 0.164471 0.157578 0.214395 0.145893 0.132766 0.182405 0.197358 0.128934 0.127715 0.12751 0.119585 0.115091 0.110875 0.177605 0.146011
threshold=0.27834500000000006 0.084100000000000022 0.13021500000000003 -0.060129999999999996 -0.10607499999999999 -0.11756999999999999 0.076175000000000007 0.091735000000000025 -0.27559499999999998 0.11596500000000001 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.17169499999999996 0.099195000000000019 0.024640000000000006 0.092710000000000015 0.094090000000000021 0.11875500000000001 -0.12333499999999999 -0.083644999999999983 -0.053834999999999994 0.14089500000000002 -0.17390999999999998 -0.50206999999999991 -0.070454999999999976 0.093175000000000022 0.12282000000000001 0.113445 -0.064549999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 -2 23 11 -1 13 -13 19 16 17 26 27 -15 -21 -22 -18 -5 -6 -19 -14 28 29 -10
right_child=8 2 -4 7 24 -7 -8 -9 18 -11 -12 12 15 14 -16 -17 22 25 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013156070610132488 -0.0013356288275085579 -0.0011176891942745186 0.00096296150793715742 0.0017368763583540429 0.0007628728128400618 0.00075182117021753089 -0.0014923799018360042 -0.0016852268530640137 0.0016790646280484313 0.0014979668275409588 0.0011074128180606087 -0.0017371363210094569 0.00016566880499819164 0.0016457595378662955 0.001668862346984175 -0.0012296921036824154 -0.001446443172884147 0.00016922814982502139 -0.0008864745959922569 0.00086836098958993396 -0.0016253461256609098 0.0015091990317349091 0.00017573781650047585 -0.00036800231994866671 -0.0015777827149990084 0.0014753008183930273 -0.00074901463320191006 -0.00076779222991772667 0.001642391627587608 0.00016499901118319847
leaf_weight=0.3811759105301461 0.15574270673096213 0.45473326282808557 0.31160809897119168 0.086014300584792869 0.067136789672076147 0.35526281726197284 0.25754229797166761 0.21130504152097263 0.22328265476971865 0.24072578002233047 0.45150872808881093 0.087213177233933847 0.86513144441414558 0.17716533993370764 0.48122186417458579 0.37990095047280181 0.36266620748210687 0.37634542072191834 0.15525448089465488 0.33747164020314746 0.23664804708096132 0.071940790629016593 0.21397042041644454 0.99543590436224028 1.3355016744317256 0.3942510777269489 0.67076375707983971 0.11684647388756264 0.57488649018341664 0.80799442005809463
leaf_count=100 15 75 28 2 29 47 57 79 31 7 51 2 83 15 134 38 45 14 14 37 115 5 8 159 1575 31 45 11 167 102
internal_value=0 -0.000234936 -0.0005445 -0.000669893 -0.00103816 -0.000297725 -1.6287e-05 -0.000138524 0.000500026 0.000108664 5.29914e-05 -4.15466e-05 6.27871e-05 0.00068993 0.0008522 -0.000204685 -6.96233e-05 0.000124102 0.000652235 0.000374814 2.62904e-05 -0.000894595 -0.000844506 -0.000200589 -0.00146575 0.000837439 -0.000233796 0.000790883 0.000904275 0.000492811
internal_weight=0 9.80264 4.05772 3.74612 2.21263 0.809996 5.74492 1.53348 2.03401 1.32218 5.48737 5.03587 4.65469 1.39166 1.30445 3.26303 2.88313 2.30649 1.87826 0.823226 0.64606 0.308589 0.576637 1.08145 1.40264 0.770596 1.5359 1.72301 1.60616 1.03128
internal_count=3121 2781 2001 1973 1726 122 780 247 340 168 723 672 572 308 306 264 226 173 325 172 157 120 53 161 1604 45 128 311 300 133
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=1 0 2 3 124 38 16 39 151 132 42 1 4 160 1 50 47 42 43 13 151 4 43 2 15 4 159 3 2 16
split_gain=0.447357 0.295423 0.291727 0.270979 0.251927 0.369297 0.248882 0.305203 0.205426 0.21393 0.199794 0.191765 0.274466 0.180427 0.192379 0.188049 0.248945 0.174569 0.223173 0.173206 0.166018 0.162947 0.159883 0.274578 0.153891 0.21736 0.136138 0.193336 0.156088 0.125839
threshold=0.091615000000000016 -0.060129999999999996 0.14753000000000002 0.086245000000000016 -0.043384999999999993 0.10386000000000002 0.071345000000000006 0.16946000000000003 -0.27559499999999998 0.081240000000000021 -0.11051499999999999 1.0000000180025095e-35 0.033845000000000007 -0.079279999999999975 0.13707500000000003 0.11392500000000001 0.12033500000000001 0.092620000000000022 -0.52440999999999993 0.11596500000000001 -0.085369999999999988 0.42051500000000003 -0.074359999999999996 0.090790000000000023 -0.053579999999999996 0.09173000000000002 0.092630000000000018 -0.10831999999999999 0.098035000000000011 -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 3 4 11 5 -2 8 24 -6 10 -10 -1 20 -12 15 16 21 19 -19 26 -13 22 -15 -24 25 -8 27 -3 -29 -22
right_child=2 17 -4 -5 6 -7 7 -9 9 -11 13 12 -14 14 -16 -17 -18 18 -20 -21 29 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012673286265342156 0.0010679122678747609 0.00073239249012470038 0.0011545201932617612 -6.9504772784973644e-05 -0.0013256329288559437 -0.0014964140432296249 -0.0012204077271854754 0.0014947495526897565 -0.0014986418602032649 0.0012969337749543417 -0.00061301243568723891 0.00087564600748335942 0.0010141865119169765 0.0011457978119658325 0.001489798931516267 -0.0010686233323291088 -0.0012383440184493047 0.00092486106890458377 -0.0014788086045657795 0.00086325039575961971 0.00092447920071886934 0.0014509594491768309 -0.00044309861048188358 0.00055733022876826321 -0.0014010753588316221 0.0010870660702296607 -0.0010009406716329728 -0.0011978546285033522 0.00012773148351405029 -0.001367087342650795
leaf_weight=1.4119435480533873 0.87358227901859187 0.57889848609920624 0.54613742319634173 1.0850377980968913 0.20225798257160921 0.13310896512120962 0.18782069068402052 0.11759885074570775 0.16115299140801642 0.31245457264594723 0.58087951279594552 0.096950489620212466 0.21039558286429383 0.36008880112786057 0.23964175779838104 0.23814159509493027 0.21428096911404271 0.10668901540338993 0.31114388996502373 0.52629826625343401 0.054393050959333777 0.25819123635301355 1.0064207961258946 1.2843290314776821 0.58877978098462314 0.15184437099378556 0.27597454871283833 0.28900415619136799 0.49670228833565488 0.52506885657203373
leaf_count=1425 183 31 112 58 18 7 48 5 13 51 93 16 29 28 25 58 16 3 74 23 5 38 107 100 136 14 34 29 45 297
internal_value=0 -0.000381366 0.000145468 -0.000660226 6.57237e-05 0.000728846 -4.73475e-05 -0.0006819 8.92913e-05 0.000150762 6.83032e-05 -0.000939054 -0.000416387 0.000128686 0.000248326 0.00015982 0.000253485 -1.62944e-05 -0.000865058 0.00014737 -0.000861361 0.000363374 0.000257443 0.000117801 -0.000957599 -0.000188871 -8.22842e-05 0.000103503 -0.000359855 -0.00115198
internal_weight=0 5.9685 7.45671 3.38379 6.91057 1.00669 5.90388 1.04604 4.85784 4.65558 4.34313 2.29875 0.886808 4.18197 3.60109 3.36145 3.12331 2.58471 0.417833 2.16688 0.676412 2.90903 2.65084 2.29075 0.928445 0.339665 1.64058 1.3646 0.785706 0.579462
internal_count=3121 2069 1052 1830 940 190 750 203 547 529 478 1772 347 465 372 347 289 239 77 162 318 273 235 207 198 62 139 105 74 302
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=31 4 11 151 1456 403 480 1213 14 1374 158 3 0 16 0 13 4 13 51 0 1 15 49 0 42 124 48 12 452 2
split_gain=0.101139 0.102205 0.111741 0.107648 0.0950699 0.0929181 0.0927182 0.0944207 0.0774547 0.0789028 0.0809413 0.0818482 0.132773 0.134577 0.13058 0.10769 0.103495 0.110913 0.105767 0.0991384 0.105862 0.113568 0.0826218 0.0817204 0.0978797 0.0840677 0.0723194 0.0945907 0.0712592 0.0675968
threshold=-1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.27559499999999998 -1.0000000180025095e-35 -0.092474999999999988 0.084710000000000021 -0.082704999999999987 0.076175000000000007 0.093235000000000012 0.094850000000000004 -0.12018999999999998 -0.10607499999999999 -0.014754999999999999 -0.075359999999999996 0.10820000000000002 -0.083854999999999985 -0.080344999999999986 0.12547500000000003 -0.17169499999999996 0.077565000000000009 -0.11713499999999999 -0.047584999999999995 -0.052984999999999997 -1.0000000180025095e-35 -0.043384999999999993 -0.064549999999999982 -0.040564999999999997 0.085195000000000007 -0.18970999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -6 7 -7 9 10 11 15 13 19 16 -9 17 -14 -18 22 -21 -22 -13 24 -16 -25 -5 -28 -2 -4
right_child=1 3 29 26 5 6 -8 8 -10 -11 -12 12 14 -15 23 -17 18 -19 -20 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0032675657565518178 -0.0032407439324940376 -0.002676102465710652 0.0020090511395784352 0.0032481030639959067 -0.0032320663214371343 -0.0032433744324975697 -0.0032396550349617177 0.0025656736574902182 -0.0025005809347298054 -0.0028307778375910204 -0.0025413479352950751 0.00038611610649631636 0.0033370246289935951 0.0023817205093007638 -0.0032454090443167906 6.7410415681312945e-05 -0.003086259376455886 -0.003232877220921583 0.0021250795742156444 -0.0015889954259981347 -0.00080994028296298994 0.0027149327455857158 -0.0018603932030602573 0.0019053943525260959 0.001805673468181135 -0.00095921461808419256 0.0029949443985942113 0.00023006654040811685 0.0032921044422761659 -0.0032462868761730917
leaf_weight=0.091298576393455622 0.16173966756468861 0.089764311793260165 0.02927969116717577 0.1310346376558299 0.10025653216507624 0.093188964288856257 0.095527844754542346 0.33642901835264494 0.12181275026523497 0.093145397986518108 0.11161820642155351 0.37178153917193413 0.071546390754519962 0.37987949611851846 0.04509763381065568 0.38548071587865707 0.40192204205231974 0.042732341680674302 0.045097083318978548 0.11918783804867406 0.1285973445046692 0.36606368463253613 0.31474665214773256 0.12470457720337436 0.34942654972837772 0.73722932200326263 0.15440252111875441 0.77776621011435054 0.019477391615509987 0.1964756264569586
leaf_count=86 279 15 5 46 348 236 175 29 39 31 69 23 7 63 58 33 635 107 20 45 20 49 20 19 109 167 115 138 1 134
internal_value=0 -0.00015272 -0.000344013 0.000717072 -0.000244081 -0.000158091 -9.30068e-05 -2.82196e-05 3.7681e-05 0.00010756 0.000170746 0.000242482 3.83365e-05 0.000692191 -0.000566059 0.00123167 -0.00185997 0.000880336 -0.00256052 0.000198628 0.00114082 0.00179857 -0.000643822 1.19703e-05 0.00122829 -0.000544763 0.00100355 0.000688035 -0.00253859 -0.00256469
internal_weight=0 6.39541 5.24244 1.15297 5.01669 4.83547 4.73522 4.63969 4.5465 4.42469 4.33154 4.21992 3.49801 1.68026 1.81776 0.72191 0.561298 0.114279 0.447019 1.30038 0.613849 0.494661 0.686528 1.25646 0.394524 0.861934 1.0632 0.932169 0.181217 0.225755
internal_count=3121 3035 2721 314 2582 2302 1954 1779 1543 1504 1473 1404 1342 220 1122 62 769 114 655 157 114 69 43 353 167 186 299 253 280 139
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 47 12 4 0 3 50 1 4 2 1446 48 48 48 14 150 16 47 16 0 42 1 1 15 0 151 47 2 52 52
split_gain=0.436967 0.314054 0.334244 0.316841 0.285733 0.314722 0.246883 0.211731 0.307327 0.209706 0.199847 0.194686 0.211361 0.170263 0.172355 0.164853 0.270409 0.243886 0.241251 0.160156 0.154181 0.176549 0.158489 0.337116 0.150127 0.1347 0.131115 0.250048 0.138941 0.24182
threshold=0.091615000000000016 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 -0.060129999999999996 0.086245000000000016 0.10647500000000001 1.0000000180025095e-35 0.042705000000000007 0.13404500000000005 0.092110000000000011 0.12879500000000002 0.091220000000000009 0.085325000000000012 0.077685000000000018 -1.0000000180025095e-35 -0.5335399999999999 0.11312500000000002 -0.061854999999999993 -0.060129999999999996 -0.098769999999999983 0.11230000000000001 0.10887500000000001 0.090455000000000021 -0.055064999999999996 -0.085369999999999988 0.085270000000000026 0.096540000000000015 0.11434500000000002 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 10 -4 5 7 9 -1 25 11 -2 12 13 14 20 -3 -17 -18 -19 -20 -5 22 23 -22 -6 -9 27 -26 29 -29
right_child=1 15 3 6 24 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 18 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0014381293382697601 0.0015728382727064906 -0.0014352204614117882 -0.0015155404764367157 -0.00087273985925471434 0.0014348643150150738 3.0070598178572998e-05 -0.0013606148699467277 0.00090359085793492592 0.0013799196047686361 0.0016592882163011858 -0.001389791826879677 -0.00092518176401580447 0.0016454003852783596 -0.0011225012084711272 -0.00091907641400750103 0.0015032526379094337 -0.00093913056873080371 0.00091700987726506266 -0.0016587376560856818 6.4292174111035418e-05 0.0011364380921797057 0.0014202926583791132 -0.00070244290297811769 -0.0016530440793087982 -0.001234920410612016 -0.0012178645505741498 0.00086745259020626125 -5.4529823869132319e-05 -0.0011010753724868525 0.0017586067469389012
leaf_weight=1.4651588585111319 0.81246183061739419 0.28790350328199599 0.2607251561712477 0.17895539870369548 0.18194137443788383 1.0350910981651393 0.2121887843532021 0.092746887530665845 0.19739100662991405 0.35260156169533718 0.066186456475406885 0.30219596810638893 0.35315212653949846 0.21016576280817378 0.23070319072576229 0.24683968862518701 0.93630904366727952 0.59949344536289573 0.22118638613028452 0.42097795772133373 0.73399564553983443 0.63243970234179858 0.29150562232825905 0.13841140732984059 0.52774328063242215 0.60666425655654155 0.3202442256733774 1.0921007664146598 0.23195850994670753 0.24142567475792009
leaf_count=1425 254 22 94 14 18 58 57 16 18 71 4 13 27 15 11 17 107 44 43 20 77 61 14 87 59 313 23 106 27 6
internal_value=0 0.000183184 0.000436229 0.000230279 -0.000410825 -0.000723748 0.000355455 -0.0010541 -0.000426678 0.000461798 0.00134967 0.00032433 0.00046068 0.000287519 0.000421851 -0.000262299 -0.000123035 -0.000307351 0.000169062 -0.000529186 0.000578463 0.000723034 0.000344162 0.000693874 -1.25072e-06 -0.000936544 -0.000109513 -0.00025898 7.00211e-05 0.000273726
internal_weight=0 7.4884 4.77569 3.89704 5.99247 3.39705 3.63632 2.36196 0.896802 3.42413 0.878648 3.07152 2.76933 2.41618 2.20601 2.71271 2.42481 2.17797 1.24166 0.642164 1.97531 1.79635 1.16391 0.872407 2.59541 0.699411 2.41347 2.09323 1.56548 1.33353
internal_count=3121 1052 799 541 2069 1830 447 1772 347 390 258 319 306 279 264 253 231 214 107 63 253 239 178 164 239 329 221 198 139 112
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=4 12 1 151 13 133 3 132 50 3 16 12 1 38 48 41 47 52 52 40 475 34 42 47 42 2 3 4 160 160
split_gain=0.773484 0.597777 0.438571 0.421333 0.328736 0.375767 0.325426 0.304945 0.301964 0.291397 0.344579 0.278514 0.300827 0.273406 0.266697 0.249622 0.243824 0.235895 0.224813 0.207803 0.190389 0.187917 0.183727 0.189647 0.288849 0.327769 0.218643 0.174198 0.156328 0.133284
threshold=0.27834500000000006 0.079890000000000017 0.13021500000000003 -0.27559499999999998 -0.004174999999999999 -1.0000000180025095e-35 0.10732000000000001 0.08783500000000001 0.11875500000000001 -0.097604999999999983 -0.083539999999999989 0.084100000000000022 0.10089500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.078065000000000009 0.12794000000000003 -0.15275999999999998 -0.085984999999999992 0.0064400000000000004 -0.071179999999999979 -0.11726499999999999 0.094725000000000018 0.097480000000000011 1.0000000180025095e-35 0.097220000000000015 -0.20241999999999996 0.052250000000000012 -0.030779999999999998 0.089015000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 27 9 18 16 15 11 -11 -13 14 -7 17 21 -3 19 29 -20 -5 23 24 25 26 -19 -1 -22 -6
right_child=3 2 -4 8 7 13 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 22 20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00030852332423202767 -0.0010550287515482513 -0.0012567577642431506 0.00069066570091948925 -0.00013025193178822265 -0.0012381001831465255 -0.00043073527914279098 0.0002086223863425038 0.0010135122033933062 -0.00063960553659584622 0.00075302519273517932 -0.001254276045228893 -0.0012518935044857178 3.6082584007370842e-05 -0.00051311333190409605 0.0010137491072059407 -0.0012658782867178563 -0.00075202444486681429 0.00051965493928619519 0.0007614418003617869 0.00044243808248165543 -0.00071345594819700701 0.00095354207662844202 -0.001045250142960794 0.001187159428121727 0.00067093731419804175 0.00067514861180394342 -0.001286272110559885 -0.0012738212458135623 -5.3534148162294593e-05 -2.9953099982867854e-05
leaf_weight=0.18292955495417151 0.25854173954576287 0.2786345281056134 0.47235502861440171 0.28024851402733642 0.68534111912595086 0.22902547789271954 0.77186804823577393 0.33534124074503768 0.27426208835095156 0.25156907079508517 1.852946569008054 0.65182202210416995 0.49632286746054888 0.27660908922553051 1.4951518460875375 0.38853186083724711 0.1609779973514377 0.12910122133325808 0.37649318121839304 0.19305424671620131 0.67287823860533524 2.1998599350918071 0.24312205694150191 0.22215507557848457 0.55022870941320434 0.27698628359939903 0.53934286808362142 0.26427966880146414 3.2601646907860435 0.17892726277932525
leaf_count=25 15 97 28 13 87 18 19 18 14 23 1249 526 20 11 171 60 10 9 20 10 54 288 15 9 25 19 97 37 123 11
internal_value=0 -0.000206215 -0.000469949 0.000470057 2.43437e-05 0.000406423 -0.000552356 -0.000139686 0.000605306 -0.000652237 -0.000901653 -0.00043485 -0.000695124 0.000637313 0.000821876 -0.000343547 0.000734583 -0.000183537 -0.000211742 -0.000726804 -8.53738e-05 0.000831075 -3.10401e-05 0.000112501 -4.71215e-05 -0.000465023 -0.000937481 -0.000626568 -0.000166436 -0.000987981
internal_weight=0 15.2752 7.12499 3.17389 8.1502 2.448 6.65263 5.7022 2.91535 5.88076 3.25266 1.39971 1.14814 2.00079 1.72418 2.6281 2.64109 2.23957 5.36686 1.05732 4.30954 2.48011 1.96094 1.71781 1.49566 0.94543 0.668444 0.447209 3.93304 0.864268
internal_count=3121 2781 2196 340 585 262 2168 323 325 2149 1818 569 546 200 189 331 311 271 305 108 197 301 174 159 150 125 106 62 177 98
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 2 2 123 1447 48 4 44 51 39 0 2 13 51 453 51 1 3 42 13 12 475 13 160 1 151 34 159 1
split_gain=0.654204 0.676188 0.415361 0.528013 0.383191 0.392738 0.370568 0.609327 0.414635 0.361315 0.352687 0.395956 0.310171 0.327949 0.263517 0.276538 0.259304 0.366121 0.247514 0.217151 0.289541 0.205026 0.161277 0.15902 0.157793 0.140783 0.256716 0.133408 0.120172 0.143698
threshold=0.08592000000000001 -0.060129999999999996 0.090425000000000019 -1.0000000180025095e-35 0.087755000000000014 -1.0000000180025095e-35 0.12649500000000002 -0.17966999999999997 0.083555000000000018 0.13705500000000001 0.16946000000000003 -0.10607499999999999 0.084055000000000005 -0.50061499999999992 -0.076794999999999988 1.0000000180025095e-35 0.086685000000000012 0.094465000000000007 -0.084074999999999997 0.092620000000000022 0.40528500000000006 -0.069644999999999985 -0.098879999999999982 0.11596500000000001 0.069910000000000014 0.11392000000000001 -0.0096649999999999982 -0.021334999999999996 -0.47522499999999995 0.13146500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 -4 7 -7 14 -8 11 25 18 -14 -9 16 -16 -18 -1 23 -21 -2 -15 -3 -19 26 -5 -23 -13 -30
right_child=2 19 4 10 -6 6 9 8 -10 -11 -12 28 13 22 15 -17 17 24 -20 20 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00090125007158561236 0.0011828113408859889 -2.6541790993728898e-06 -0.0011952607575473409 0.00041092827065753959 0.0011881434199536214 -0.0010928451154795331 -0.0010682485864378767 -8.8486713945616513e-05 -0.00090690179447292473 0.00034065565369271599 0.0012616860660236806 0.00066659091378703291 0.00043117816747042912 0.00034910215292071012 0.0010981442036835324 -0.00039756813019217637 -0.00069087451442679246 8.8593095862162294e-05 0.00044959785755464967 -0.0012078233529444233 0.00083122986974634976 -0.00031477096733157099 -0.0011464288890682235 0.00066787708874813535 0.0012206921096925545 0.00047724857880444957 -0.00081570620902877197 0.00044089619970663759 -0.0011475822336796588 -0.00036601618048943599
leaf_weight=0.31100937916198745 0.34694283787393931 1.9635285348631466 0.26014057151041914 0.40134170465171337 0.60983927559573192 0.33875027881003816 0.5031248207669704 0.59082548983860794 0.25534439273178566 0.49653708003461361 0.16326818522065867 0.066263448505197053 0.2172945693600935 0.10383364348672541 2.0645838864147681 0.26155954157002259 0.30801194370724239 0.25892430869862437 0.46414051688043523 0.36981303547509004 0.12894788570702076 0.49235261185094714 2.1262565356446403 0.64512692368589331 0.48688161233440042 0.46981052251067013 0.56262918724678479 0.92031463445164241 1.2301335046649891 0.43796367524191726
leaf_count=145 114 120 23 13 95 104 28 37 14 25 4 6 8 30 193 18 12 25 50 75 2 30 1334 22 24 14 34 47 457 18
internal_value=0 -0.000362264 0.00010659 -0.000143481 0.000304447 0.000211924 0.00027771 0.00041921 0.00054041 -0.000368439 -0.000417727 -0.000504274 -0.000738326 -0.000942909 0.000633481 0.000759682 0.000856748 0.000383818 -9.23959e-05 2.77306e-05 -0.000680654 0.000375738 -0.0010768 0.00016317 0.000827657 -4.86832e-05 -0.000305007 0.000177526 -0.000880907 -0.00094238
internal_weight=0 6.32995 11.5255 5.09102 6.43452 5.82468 5.56454 4.56488 4.22613 0.999662 3.33141 3.16814 3.22253 2.44738 3.97079 3.37996 3.1184 1.05382 0.77515 3.10742 0.498761 1.75961 2.23009 2.60866 0.745806 1.43378 0.963971 1.41267 1.73436 1.6681
internal_count=3121 1786 1335 737 598 503 480 427 323 53 546 542 1567 1372 309 272 254 61 195 219 77 191 1364 142 49 61 47 77 481 475
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=39 52 52 147 1 14 376 47 403 44 1 2 16 484 12 41 48 2 2 42 48 2 16 8 457 12 15 42 1374 49
split_gain=0.10305 0.108829 0.113055 0.137814 0.135082 0.147688 0.120096 0.127439 0.126128 0.102832 0.116843 0.109745 0.110082 0.110545 0.107041 0.105199 0.0991641 0.102663 0.113625 0.0966531 0.091677 0.0972099 0.0904541 0.0881919 0.0886326 0.0986832 0.0996474 0.153104 0.108346 0.124908
threshold=0.16946000000000003 -0.24456499999999998 0.19022000000000003 1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 0.048375000000000008 0.11893500000000001 0.090990000000000015 0.082070000000000018 0.12811000000000003 0.098035000000000011 0.26799500000000004 -0.0068949999999999992 0.098810000000000023 0.079885000000000025 0.12879500000000002 0.113445 0.11215000000000001 -0.088934999999999986 0.084855000000000014 0.10097500000000002 0.051380000000000002 1.0000000180025095e-35 -0.0029299999999999994 -0.015429999999999998 0.084050000000000014 0.091295000000000015 -0.094929999999999987 -0.086009999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 6 7 8 9 10 11 12 13 -3 16 23 17 18 20 -8 21 -13 -16 24 -15 -26 28 -28 -27 -30
right_child=-2 2 3 -5 -6 -7 19 -9 -10 -11 -12 14 -14 15 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0017784069957210147 0.0036064466109119345 -0.0035620891917424223 -0.0023499276616685176 0.0031390101643889623 0.0023790662812587359 -0.0032605283342589638 -0.0016001251566820087 -0.0026055460963122245 -0.0034804286881229291 -0.0031318754605290716 0.0035692652057807547 0.003076937648407592 -0.0033021487169359086 -0.0025672830054399051 -0.0028226853585677715 -0.0026165640069920107 -0.0017538765560383815 0.0028666152607271212 -0.0022534254862198091 0.0029109568477567308 0.0032696087280057583 -0.00038338634811781858 0.0025723470255742649 0.0035625858289514748 -0.002498764401829898 -0.0017509615862792845 -0.003580955415912997 0.001704470611716822 -0.0022142911973368254 0.0017108099521810206
leaf_weight=0.48202632926768263 0.091798043009475694 0.11178765974546001 0.43864123198000005 0.065634784288704395 0.3096382585572427 0.1700898497365414 0.073947731754742563 0.23450492754636787 0.12170451107886027 0.11485798773355771 0.12880085472716007 0.13731366585852789 0.14579015341587354 0.14368935298989649 0.15857693923317118 0.17135110672097642 0.12939891434507433 0.44536857357888948 0.130867806605238 0.29887416987185123 0.21356773631850956 0.38666332449065521 0.051347696160519263 0.096499951207078882 0.14264834439382035 0.16103495538118284 0.16197922522042052 0.11840945237781852 0.11179617434390809 1.0668665753255471
leaf_count=362 23 243 344 5 137 66 11 51 200 15 40 16 34 73 93 38 7 123 17 120 29 80 21 17 40 37 435 143 29 272
internal_value=0 -0.000162945 -3.40572e-05 -0.00163551 0.000111783 -2.25077e-05 8.63876e-05 -6.71884e-05 6.65677e-05 0.000166296 0.000256197 0.000151734 -0.000325694 -0.000135875 0.000854071 4.02792e-05 0.00119694 0.00148757 0.000780328 0.0020162 0.00131863 0.000523428 -0.00150306 0.000267573 0.000100785 0.000318273 0.000566313 -0.0013489 0.000967152 0.00133851
internal_weight=0 6.52368 6.04165 0.504276 5.53738 5.22774 5.05765 4.68483 4.45032 4.32862 4.21376 4.08496 2.43185 2.28606 1.6531 2.17428 1.44318 1.31378 0.868413 0.372822 0.737545 0.523977 0.209925 2.00292 1.90642 1.76273 1.62009 0.280389 1.3397 1.17866
internal_count=3121 3098 2736 349 2387 2250 2184 2053 2002 1802 1787 1747 1361 1327 386 1084 272 265 142 131 125 96 114 1046 1029 956 916 578 338 301
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=1 0 2 3 1446 2 133 13 44 15 47 3 1 1348 12 11 160 48 124 133 0 47 2 3 52 52 2 4 1 1
split_gain=0.0980708 0.152285 0.152806 0.108765 0.105214 0.117512 0.0939432 0.113979 0.102615 0.0951556 0.114706 0.138675 0.133825 0.101052 0.111572 0.0948501 0.116844 0.0921349 0.0832058 0.081386 0.0811619 0.0862439 0.12777 0.0810744 0.0795379 0.127459 0.229239 0.0754148 0.11879 0.106702
threshold=0.08592000000000001 -0.060129999999999996 0.084055000000000005 0.149315 0.091555000000000011 0.14753000000000002 -0.25159999999999993 -0.083364999999999981 0.083555000000000018 0.035560000000000008 0.092530000000000015 -0.10519499999999998 0.13146500000000003 0.090205000000000021 0.13043000000000002 0.087830000000000005 -0.082179999999999989 -0.065224999999999991 -0.072314999999999977 -0.040449999999999993 -0.055064999999999996 0.085270000000000026 0.096540000000000015 -0.084074999999999997 0.11434500000000002 0.10744000000000002 0.10097500000000002 0.0061450000000000003 0.086560000000000012 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -2 8 15 10 17 -12 -13 14 -11 16 -8 -9 -19 -20 -3 22 -22 -1 25 26 -24 28 -21 -29
right_child=4 20 3 -5 -6 -7 7 9 -10 13 11 12 -14 -15 -16 -17 -18 18 19 27 21 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0023471795853516526 -0.0031211750098584026 0.0031215215448231527 -0.0031909174647840348 0.00042546471371975551 -0.0032870771054754693 0.002814735156569968 -0.0011245162282742306 0.003148287437111875 -0.0027284184280687049 -0.0032042147594173397 0.0032553502300492103 -0.0027882907764709046 0.00030422483087975505 0.0034551574677807216 0.0034684142605059566 -0.0019637502491321509 0.0027181673137872319 0.0029306151489063158 0.0033694623445705385 0.0033238038117425202 -0.0027150082225101792 0.0021849127002078763 0.0026587819737894642 0.0017815233357049325 -0.0024038015518115267 0.0035394021684724592 -0.0018884642418827021 0.0017933051035326118 -0.0017490131417380881 -0.00054890192096971864
leaf_weight=0.079890189150319202 0.098543243344466513 0.094611659646034352 0.56248720306757605 0.11659307545050979 0.097357430415286106 0.20446680761233427 0.10921340743516339 0.15341081912629495 0.065520686563104391 0.26145159207953828 0.080535413711913861 0.38383705890009867 0.28178726526675746 0.037830890156328678 0.03274397668428719 0.073507119086571038 0.57926412391680182 0.13661274590413275 0.085999158764026862 0.061205832171247865 0.23656737220880975 0.15844620973803114 0.20853964047273621 0.1789346927616865 0.12161748891230673 0.13598703391471645 0.33644159937830409 0.42094052543689031 0.43165971464622999 0.48737347505084472
leaf_count=145 44 18 1364 8 51 110 47 49 6 232 7 124 22 3 4 9 206 86 30 4 51 18 21 50 27 6 78 31 200 70
internal_value=0 -0.000675602 -0.00172084 -0.00257001 0.000212977 0.000298468 0.00016241 0.000250269 0.00136387 -7.24572e-05 0.000153197 -0.000968093 -0.0014791 -0.0017874 -0.00246155 0.00171575 0.0021086 0.000623972 0.000385482 0.000151685 8.30461e-05 -0.000156997 -0.000514082 0.000507137 0.000134655 0.00058801 -0.000148439 -4.58098e-05 -0.00111905 0.000536549
internal_weight=0 2.23012 0.937905 0.67908 4.08326 3.9859 3.78144 3.68289 0.827505 2.85539 2.52336 0.74616 0.665624 0.332026 0.294196 0.761985 0.688478 1.7772 1.62379 1.48718 1.29221 1.1976 1.03915 0.258825 0.802586 0.680968 0.544981 1.40118 0.492866 0.908314
internal_count=3121 1786 1567 1372 1335 1284 1174 1130 268 862 623 153 146 239 236 262 253 470 421 335 219 201 183 195 132 105 99 305 204 101
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=31 39 2 123 47 1 1447 52 48 51 48 1 48 41 8 484 16 3 0 0 43 133 2 3 14 2 11 160 52 0
split_gain=0.0913647 0.08925 0.0971429 0.111495 0.0981459 0.125945 0.0946428 0.0928923 0.0924407 0.148812 0.110395 0.0930708 0.111034 0.0828119 0.112881 0.112346 0.0856218 0.0829933 0.139709 0.0855686 0.1079 0.0890153 0.0809083 0.0792944 0.079022 0.0851556 0.0778272 0.075133 0.0740332 0.225962
threshold=-1.0000000180025095e-35 0.16946000000000003 0.098035000000000011 0.087755000000000014 0.13148500000000005 0.13075500000000004 -1.0000000180025095e-35 -0.12005499999999998 0.12649500000000002 0.13705500000000001 0.084855000000000014 0.111945 -0.079469999999999985 0.079885000000000025 0.078785000000000008 -0.0068949999999999992 -0.40995499999999996 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.078844999999999985 0.088385000000000005 0.10097500000000002 -0.10217499999999997 0.062655000000000016 0.097845000000000015 0.093970000000000012 -1.0000000180025095e-35 0.10744000000000002 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 2 4 6 5 7 -4 -2 10 -10 11 22 -13 14 15 -9 -17 -18 -19 -20 21 23 -8 -21 25 -22 -14 -25 -24 -30
right_child=1 -3 3 -5 -6 -7 8 13 9 -11 -12 12 26 -15 -16 16 17 18 19 20 24 -23 28 27 -26 -27 -28 -29 29 -31
leaf_value=0.0032150242496743167 -0.0028042428321004504 0.00324372447341595 -0.0032067993930679204 0.0026166887956403976 -0.00307374928754865 0.0017002213137009381 0.0016953553906002522 -0.0032017037011766235 -0.0032591826158724123 0.00072564493212371871 0.0017392712525641362 -0.0024831746074058 0.0032061228470862992 -0.0026398067628168888 0.0026932147601380421 -0.0024240300741611063 0.0014749997915267342 0.0005363737650328547 -0.0032033941420276171 -0.0032343929496381216 -0.003040570313439211 -0.0030653077563546596 -0.0012309126452306747 -0.0021449182628670844 0.003268019150663853 0.0032404117292450618 -0.0011257425642518812 0.0025088423088463698 -0.0032108695654462721 0.0032879916336230929
leaf_weight=0.083532798227679339 0.18504361526720536 0.078062762724584789 0.085145991550235389 0.19035861990414549 0.14908167284738727 0.25732655073807098 0.16053100022691091 0.14389231158930016 0.18640115980815597 0.19320888922084123 0.52168855253694335 0.057705937826540321 0.21936792290944129 0.16695499399065727 0.11941372524597671 0.1765103045909221 0.28586435802572174 0.85603865001758317 0.18363599109580031 0.036540077315294184 0.27620664596541877 0.060833053714304697 0.74341673488743254 0.04176526062656194 0.02571500837802887 0.023728491760266479 0.051923394988989457 0.22068632339505967 0.087035423413908575 0.14338611427228898
leaf_count=86 247 21 49 104 20 43 53 310 31 21 142 7 93 63 31 61 48 86 218 10 684 107 324 87 1 2 14 67 85 6
internal_value=0 -0.000135856 -0.000180958 0.0002711 -0.000552856 -0.000430046 8.88398e-05 -0.000625625 0.000207508 -0.00123104 0.000482607 3.46073e-05 0.00152455 -0.000471625 -0.000323924 -0.00047846 -0.000299329 -0.00011284 -0.000375952 -0.00127456 -0.000757827 0.000443069 -0.000397517 0.00115689 -0.00208475 -0.00254367 0.00237703 0.00176827 -0.000742514 0.000833225
internal_weight=0 5.92747 5.84941 2.64017 3.20924 3.06016 2.44981 2.80283 2.36467 0.37961 1.98506 1.46337 0.328997 2.61779 2.45083 2.33142 2.18752 2.01101 1.72515 0.869111 0.685475 0.359825 1.13437 0.298992 0.32565 0.299935 0.271291 0.262452 0.973838 0.230422
internal_count=3121 3035 3014 929 2085 2065 825 2022 776 52 724 582 114 1775 1712 1681 1371 1310 1262 1176 958 271 468 164 687 686 107 154 415 91
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=4 12 151 0 0 50 0 0 9 15 16 4 4 160 4 16 484 160 15 13 475 52 2 3 42 159 1 47 2 48
split_gain=0.631732 0.414804 0.336934 0.328258 0.400926 0.313433 0.311664 0.289475 0.272119 0.289528 0.249333 0.226092 0.347351 0.331716 0.276463 0.30916 0.262574 0.256411 0.246065 0.226413 0.186036 0.183613 0.324684 0.178971 0.159292 0.138913 0.142704 0.130004 0.164879 0.143955
threshold=0.27834500000000006 0.084100000000000022 -0.27559499999999998 -0.060129999999999996 -0.10607499999999999 0.11875500000000001 -0.11756999999999999 -0.053834999999999994 -0.036024999999999995 0.084050000000000014 0.40020000000000006 -0.0016099999999999997 0.0052350000000000009 0.088755000000000014 -0.46376499999999993 0.38525000000000004 -0.0068949999999999992 -0.091944999999999985 -0.016799999999999995 -0.080759999999999985 -0.08459499999999999 -0.089199999999999988 0.097070000000000004 -0.38012499999999999 0.086835000000000009 -0.50206999999999991 0.12765500000000005 0.12282000000000001 0.113445 -0.064549999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 6 27 -3 -5 -1 11 24 14 -13 18 15 -10 -16 -18 19 -14 -19 22 -22 -23 -9 -6 -27 28 29 -4
right_child=2 3 5 7 25 -7 -8 10 9 -11 -12 12 13 -15 16 -17 17 20 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014872883869063754 -0.001241320794569214 -0.00083930897801244618 0.001464471792635949 0.001053442324290573 0.00047262592458926941 -0.00091265675050501043 0.00065000468771694918 0.00011289925047473169 -0.001395809915948695 -0.001112660374076799 -0.0014546005693794716 -0.0011922840129696432 0.00026054756662025069 0.00077032298278250071 -0.0010578571536416221 0.00080730385543284955 -0.00068911722217329077 -0.00051950699565723579 0.00040203896453894862 -0.0010428970947161005 -0.0014753765000480952 -0.00012946053295442701 0.00087965714922448796 0.001150461154866034 -0.0010767996523997631 -0.0013903286119870222 0.00073493056046018018 -0.00048121543484552347 0.0014255057418019277 0.0003423997233073023
leaf_weight=0.23562895017676044 0.20921780588105354 0.65566320397192612 0.30816508270800103 0.36026881815632839 0.094353725609836459 0.23802594933658827 0.52369877614546589 1.2635500720934931 0.40110712917521585 0.52750769266276609 0.34824748500250269 0.6875692647881827 0.37936282530427057 0.74711132631637145 0.23954099445836696 0.19670436758315191 0.33086934726452577 0.25416510674404147 0.61957400507526461 1.0147549890680236 0.19148064253386277 0.26164226280525449 0.33096687437500805 1.6790603454282922 0.28597413809620764 1.8709576347027894 0.067839154973626026 0.14815108035691071 0.80940442619612429 1.0246202164562421
leaf_count=47 15 80 31 28 29 14 48 54 51 122 116 57 36 25 58 16 25 44 26 86 20 8 29 130 68 1572 6 11 167 102
internal_value=0 -0.000243829 0.000514214 -0.000550038 -0.00084566 0.000659481 -0.000177975 -0.000129458 -3.69474e-05 -8.2633e-05 -0.000354017 -8.54603e-06 -0.000276829 -4.88383e-05 0.000229553 -0.000670896 0.000393282 0.00050732 -0.00035276 -0.000688208 0.000653002 0.00077399 1.6521e-05 0.000977904 -0.000106667 -0.00123296 -0.00131597 0.000822867 0.000913056 0.000601844
internal_weight=0 13.5676 2.73758 5.47055 3.21251 2.52837 1.17936 2.25804 8.09705 7.86142 1.89777 7.33391 3.44837 2.7608 3.88554 0.597811 3.28773 3.04818 2.01369 1.39412 2.71732 2.46315 0.522448 1.9407 1.54952 2.03315 1.9388 2.29034 2.14219 1.33279
internal_count=3121 2781 340 2001 1735 325 128 266 780 733 238 611 230 173 381 67 314 256 148 122 231 187 49 138 122 1607 1578 311 300 133
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=1 50 1446 146 47 12 4 1374 42 484 0 43 48 50 51 2 1 150 48 133 4 151 1374 3 159 4 13 15 3 3
split_gain=0.0908147 0.0982879 0.0897137 0.08853 0.105013 0.135113 0.114949 0.0862508 0.0954901 0.086921 0.0858103 0.0775584 0.0891904 0.111349 0.108089 0.0845861 0.0973385 0.0767368 0.0777983 0.0707828 0.100856 0.131175 0.0880438 0.106842 0.0787002 0.0745393 0.0794998 0.061407 0.106732 0.106198
threshold=0.094385000000000011 0.07826000000000001 0.091555000000000011 0.12035500000000002 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 -0.094929999999999987 -1.0000000180025095e-35 -0.0068949999999999992 -0.23091999999999999 -0.25681499999999996 0.12879500000000002 0.10965000000000001 -0.076794999999999988 0.090790000000000023 0.11249000000000002 -1.0000000180025095e-35 0.11454000000000002 0.10622000000000002 -0.076779999999999987 -0.078754999999999978 -0.08070999999999999 0.10732000000000001 0.092630000000000018 -0.49013999999999996 -0.49353499999999995 -0.18895499999999996 -0.10519499999999998 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -9 -10 -11 -8 13 14 -13 16 -16 -6 27 20 24 -22 -23 -24 25 -12 -27 -19 -29 -30
right_child=2 -3 -4 -5 17 6 11 8 9 10 19 12 -14 -15 15 -17 -18 18 -20 -21 21 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0038253746588848342 0.0035077386627237052 -0.0037477472561280173 -0.0035611063483523935 -0.0035764975209214961 -0.0031854966748619904 -0.0032903763733634623 -0.0029445912243583837 -0.0022111672126041994 -0.0037617071925087008 0.0032854194980532509 -0.00040265531094068019 -0.0007193887623916786 -0.0012772773043808025 -0.002854824376277067 -0.00048606422259976092 0.003343079553302319 0.0032494402756003344 -0.0030702766165830145 0.0018284298931577304 -0.0027190414658850703 0.0012514408409180229 0.0037672617985951415 -0.0029199276728665729 0.00094809865118440021 -0.0018121902689369734 -0.0026523184915888762 0.0025206585873925871 0.0038272298136369956 -0.003784920068788221 0.0001181211719173472
leaf_weight=0.10106341005303043 0.27553851603443114 0.13180500160524378 0.0804858751798746 0.074884830974042305 0.11933042586315412 0.09618729830253947 0.068760305221076901 0.3200212682495488 0.083683033604758594 0.11338530905777755 0.22643612539104652 0.19591465039411593 0.18690040137153108 0.076725863873434608 0.23623373020381944 0.51445168480859138 0.1658827612263849 0.11857681273249898 0.2430281737470068 0.13044519400136767 0.30961258958268645 0.03830663947155899 0.46001923231232467 0.12738880096003413 0.1210859643178992 0.044959871331229806 0.53995644568931445 0.082530023122671881 0.12385358792380419 0.45580480567150528
leaf_count=35 245 445 30 4 22 89 12 605 227 16 26 32 19 35 67 163 30 17 51 134 103 2 360 7 24 4 190 5 52 70
internal_value=0 -0.000598449 0.000333717 0.000437018 0.000538565 0.00109706 0.00066603 -0.000439796 -0.000303765 -2.57097e-05 0.000122349 0.000929414 0.00112299 0.00150022 0.00180058 0.00233922 0.00105492 -0.00034896 -1.83416e-05 -5.71347e-05 0.000128773 -0.000738429 -0.00172305 -0.00208108 0.000998663 0.00141815 0.00212304 -0.000593185 -0.000149617 -0.000715828
internal_weight=0 2.74817 3.11509 3.0346 2.95972 1.8166 1.54106 2.61636 2.5153 2.19528 2.1116 1.44487 1.37611 1.18921 1.11248 0.916568 0.402116 1.14312 1.02379 1.99821 1.86777 0.935327 0.625715 0.587408 0.932438 0.811352 0.584916 0.780765 0.662188 0.579658
internal_count=3121 2178 943 913 909 692 447 1733 1698 1093 866 358 346 327 292 260 97 217 195 850 716 472 369 367 244 220 194 144 127 122
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 12 3 39 16 47 50 0 3 12 38 42 12 1 4 2 48 4 4 52 16 1 43 160 13 48 43 42 15 0
split_gain=0.437877 0.335083 0.388499 0.304739 0.359162 0.31148 0.390358 0.281112 0.326541 0.246692 0.24217 0.224839 0.22363 0.248087 0.24606 0.210988 0.235584 0.211893 0.207519 0.250409 0.1962 0.189683 0.174568 0.162876 0.158801 0.150673 0.141641 0.136627 0.136135 0.121077
threshold=0.091615000000000016 -0.064509999999999984 0.16158000000000003 0.15619500000000003 0.064860000000000015 0.12033500000000001 0.11392500000000001 -0.060129999999999996 0.086245000000000016 0.084100000000000022 0.10386000000000002 0.092620000000000022 0.08401500000000002 1.0000000180025095e-35 0.042705000000000007 0.098035000000000011 0.12230500000000001 -0.012889999999999999 -0.49405499999999997 0.10347000000000002 0.63636000000000015 0.11551000000000002 -0.52440999999999993 -0.079279999999999975 0.11596500000000001 -0.077484999999999984 -0.084794999999999995 0.10077000000000001 -0.020484999999999996 -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=7 10 3 4 5 6 15 8 9 12 28 18 13 -1 29 21 17 -17 19 -9 27 25 -13 -19 26 -3 -20 -6 -2 -15
right_child=1 2 -4 -5 20 -7 -8 11 -10 -11 -12 22 -14 14 -16 16 -18 23 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013603775478015208 0.0011818088630202923 0.00077401034949856821 0.0010328658420175238 0.0014165812584418333 -0.0013060598525829945 -0.00092992563281651573 -0.0013718531304587305 -0.0013820604747262809 5.4019957632341547e-06 -0.001242790833552748 -0.00040463943757506157 0.00067288839215001728 0.0013049563366729483 -0.0013699206443716571 0.0012956413493519043 -0.00037684931073674445 -0.00050018694479166646 -3.4327314065163638e-05 0.00080439891370972865 0.00047329910528623231 0.00078143141637976527 0.00061258316144739602 -0.0013926415278666131 0.0012148220777977458 0.0010696326637384286 -0.00047722600784596181 -0.00015775562976956233 -0.00012556717941418643 -8.4933663814370979e-05 1.0137354523597258e-05
leaf_weight=0.46365140721900366 0.9819931364909279 0.20283701363951001 0.59877162979682896 0.2307738463860004 0.79101137051475212 0.58330484444741149 0.29652975188218977 0.30813555885106381 1.1762829050421713 1.3860995991562957 0.28633131831884373 0.096752393990755081 0.12438274329178955 0.20094267674721777 0.17631040862761438 0.2437513107433914 0.31558678147848684 0.23126921837683756 0.40273432654794339 0.23331117758061737 0.12083786953007791 0.55683168722316612 0.32744178298162285 1.0815281735267488 0.44676863949280243 1.3112991158268399 0.91098050028085831 0.23127492622006685 0.18384419544599939 0.2746172939077951
leaf_count=216 238 14 87 23 160 40 71 54 58 1465 19 3 11 43 10 17 10 13 25 11 27 22 74 97 18 170 54 12 32 27
internal_value=0 0.000119547 -6.33553e-06 -0.000106749 -0.000165673 -4.29038e-06 0.000123062 -0.00034878 -0.000586163 -0.000851147 0.000708632 -1.76868e-05 -0.000413325 -0.000604917 -6.75849e-05 0.000235483 0.000564177 0.000779974 0.00014887 -0.00058258 -0.000846559 -6.16535e-05 -0.000921525 0.000994765 0.000373832 -0.000309608 0.000137204 -0.00103899 0.000982053 -0.000572991
internal_weight=0 8.24778 6.79561 6.19684 5.96606 4.82294 4.23963 6.52841 3.80229 2.626 1.45217 2.72612 1.2399 1.11552 0.65187 3.9431 1.87214 1.55655 2.30193 0.541447 1.14312 2.07097 0.424194 1.3128 1.76048 1.51414 1.31371 1.02229 1.16584 0.47556
internal_count=3121 1052 763 676 653 454 414 2069 1830 1772 289 239 307 296 80 343 137 127 162 65 199 206 77 110 97 184 79 172 270 70
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=15 39 52 160 1456 1 14 51 133 131 157 159 1 42 48 47 2 13 47 1 148 4 133 13 150 4 0 1374 151 401
split_gain=0.0859163 0.0854277 0.0902027 0.103564 0.0976943 0.0933732 0.141234 0.0971901 0.0963789 0.0868839 0.0864832 0.117414 0.108313 0.106137 0.142292 0.122018 0.112333 0.104658 0.116816 0.150193 0.129823 0.0947401 0.102548 0.0967315 0.0999441 0.0869086 0.0868485 0.0847593 0.081112 0.0788016
threshold=-0.49307999999999996 0.16946000000000003 -0.24456499999999998 -0.098904999999999979 1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 0.14431500000000003 -0.25159999999999993 0.10340500000000001 -0.07686999999999998 0.10904500000000002 1.0000000180025095e-35 -0.0060199999999999993 0.12879500000000002 0.11518500000000002 0.096540000000000015 -0.53104499999999988 0.12119500000000001 0.098420000000000021 -0.080634999999999984 -0.080924999999999983 0.099660000000000012 -0.47860499999999995 0.083095000000000016 -0.49405499999999997 0.22582000000000002 -0.094929999999999987 -0.14575499999999997 0.082755000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 5 6 8 -7 -5 -2 12 13 -10 15 17 16 -12 -15 19 21 -21 22 25 -23 26 -19 -25 -26 -4 -30
right_child=1 -3 3 4 -6 7 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.0035682397240875451 -0.0025778985821775565 0.0036149777351095888 0.0017239394147264971 -0.0032662709382306199 -0.0033710983495256982 0.0035990439730264963 -0.0032789090180261769 -0.0013405353507661107 -0.0019496708779754995 0.0014239398446688814 -0.0035858014100198536 -0.0030140096728317311 0.0025471661792537195 -0.0021945992417610888 -0.0028321024828813529 0.0032606402501369671 0.00010980356318192305 -0.00071442313384306429 -0.0033570762429313036 -0.0016993083799156827 0.0025584865394067181 0.0036441389001842205 -0.0017652405327602814 -0.0021525633391149285 -0.0017469965136771063 0.0026264038467307886 0.003616670709583273 0.0015017731928624685 -0.0031542699803532104 0.0031854728274592417
leaf_weight=0.079596310883061849 0.33882242780236982 0.075100935850059503 0.066008107460220344 0.10150448309286719 0.10149010138411529 0.18366565903124854 0.15684860265173473 0.069104862777749076 0.082926394916284951 0.085684207835583948 0.24662352652376363 0.15051420572854102 0.36344891549379099 0.15832483029225963 0.15950392140075553 0.063041243207408115 0.17888724345175433 0.12477881455561146 0.083649196079932042 0.10171049990458414 0.802634020197729 0.070558755658568617 0.11415608918468934 0.474231288553708 0.14578725397586823 0.46007895060756787 0.035343717783689499 0.33123661347781308 0.28616126734777925 0.027051286037021782
leaf_count=85 341 17 20 141 196 91 63 10 97 20 424 67 103 14 27 9 82 20 11 16 227 3 48 448 13 96 2 66 354 10
internal_value=0 -0.000146419 -0.000197192 -6.72642e-05 7.49941e-05 0.00015007 2.96713e-05 0.00224861 0.000151807 -0.00177015 0.000235461 5.74088e-05 0.00171176 0.000187612 0.000432813 -0.00134918 -0.00203215 0.000612234 0.000774174 0.000904065 0.00207962 0.000298711 0.00131284 -0.000371854 -0.000659066 0.00191364 -0.00175241 0.00050889 -0.00185292 -0.00260672
internal_weight=0 5.63888 5.56378 5.13927 4.76005 4.65856 4.40579 0.252771 4.24894 0.424507 4.14744 3.70106 0.446375 3.55055 3.06199 0.488552 0.425511 2.90249 2.74417 2.66052 0.904345 1.75617 0.699014 1.05716 0.986599 0.584858 0.509575 0.477024 0.379221 0.313213
internal_count=3121 3036 3019 2658 2274 2078 1977 101 1914 361 1773 1573 200 1506 991 515 506 964 950 939 243 696 164 532 529 116 450 79 384 364
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=31 3 14 39 42 123 1456 2 151 4 11 3 0 49 2 457 49 0 43 13 1 3 14 12 1 0 4 43 12 133
split_gain=0.0848209 0.081105 0.097394 0.0826651 0.0794521 0.0920365 0.0879966 0.087203 0.0801042 0.0994919 0.0952748 0.0915229 0.111783 0.0979071 0.0892414 0.0816745 0.0726898 0.069894 0.095896 0.0950354 0.112157 0.0886274 0.0874049 0.0674785 0.084617 0.0865826 0.0616127 0.0601084 0.0845774 0.0587944
threshold=-1.0000000180025095e-35 0.31299000000000005 -0.24175999999999997 0.15619500000000003 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.094835000000000017 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 0.0034800000000000005 0.11018500000000002 -0.068264999999999978 -0.006494999999999999 -0.08824499999999999 -0.074359999999999996 -0.084034999999999985 0.13146500000000003 0.10732000000000001 0.062655000000000016 0.12477500000000001 0.11551000000000002 -0.18113999999999997 0.0052350000000000009 -0.20207499999999998 0.092655000000000015 -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=-1 3 -3 4 -2 6 8 -7 -6 10 11 13 16 14 29 -11 26 -14 19 -19 27 22 -20 24 25 -17 -13 28 -21 -10
right_child=1 2 -4 -5 5 7 -8 -9 9 15 -12 12 17 -15 -16 23 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035685928415488321 -0.0035756882996784431 -0.0016350097081858006 0.0035456049932328232 0.0035864221065074844 -0.0034510393710726131 -0.0011246887206990922 -0.0035405975119313818 0.0023084191927763898 0.0016079181654003116 -0.0023402056246082164 -0.0033701249926445793 -0.0016607917494015439 -0.0033330243057867652 0.0033552132867224671 0.0023270288139880893 0.0031407413517652348 0.0013890666150030153 0.002670398231375163 -0.0035523136330869072 0.0022708955011467614 0.0029211783192792779 -0.00058899142814577011 0.0036133164681433471 -0.00148685126727427 0.0032839883709022085 1.3892736487769425e-05 0.00044177321038136306 -0.0034479966558497829 -0.0035635763314224109 -0.0016225628717994078
leaf_weight=0.077836464799474814 0.089729422150412463 0.064733631850685924 0.14990313759335538 0.069701353000709676 0.098194785117811878 0.13020230241818342 0.10681578092408006 0.31562490647775121 0.092223904212005436 0.099055134603986517 0.14098393214226224 0.32567547931103036 0.19698921781309731 0.1413781361625297 0.15404384909197688 0.14256236702203751 0.373852536518825 0.13418343607918359 0.34077446278024681 0.075338946000556462 0.077575044706463814 0.33473086173762567 0.022615127265453339 0.11698545661056414 0.21525943337474018 0.48793419155117568 0.3719331707834499 0.14462865916357293 0.052541575369104976 0.29376325697376149
leaf_count=86 18 22 90 23 56 50 267 130 18 21 123 47 339 20 11 37 80 79 891 7 3 43 1 7 61 84 36 358 53 60
internal_value=0 -0.000142689 0.00198315 -0.000231369 -0.000283798 -0.000224554 -0.000374833 0.00130579 -0.000298555 -0.000227147 -0.000531701 -0.000403942 -0.000722081 0.000740315 5.57442e-05 0.000711709 0.000133217 -0.00138645 -0.00106215 0.000144766 -0.000823281 -0.00189935 -0.00310637 0.00102572 0.00137326 0.000720908 -0.0005398 -0.00188921 -0.000126282 -0.000850704
internal_weight=0 5.35993 0.214637 5.1453 5.0756 4.98587 4.54004 0.445827 4.43322 4.33503 3.27323 3.13225 2.45084 0.681409 0.540031 1.0618 1.07146 1.37938 1.18239 0.484268 0.350084 0.69812 0.36339 0.962741 0.845756 0.630497 0.697609 0.272509 0.127881 0.385987
internal_count=3121 3035 112 2923 2900 2882 2702 180 2435 2379 2169 2046 1937 109 89 210 163 1774 1435 500 421 935 892 189 182 121 83 418 60 78
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=4 12 43 151 42 1 42 52 12 42 3 52 50 12 42 15 0 4 16 0 15 2 15 4 16 1429 52 47 2 48
split_gain=0.546968 0.424691 0.377199 0.330281 0.285811 0.356501 0.362459 0.299293 0.265646 0.315078 0.239598 0.322075 0.227081 0.22159 0.211496 0.183742 0.180235 0.163676 0.162949 0.350195 0.256515 0.198312 0.188355 0.170224 0.161779 0.148292 0.144731 0.144703 0.195134 0.175263
threshold=0.27834500000000006 0.051320000000000005 -0.04890499999999999 -0.27559499999999998 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.15275999999999998 0.090455000000000021 0.084050000000000014 0.30112000000000005 -0.085984999999999992 0.11875500000000001 0.099400000000000002 -0.095284999999999995 0.19724500000000003 -0.13455999999999999 0.24564500000000003 -0.008904999999999998 -0.090809999999999988 -0.074054999999999996 0.090675000000000019 -0.095869999999999983 0.24564500000000003 -0.081414999999999987 0.084990000000000024 -0.012164999999999999 0.12282000000000001 0.113445 -0.064549999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 17 6 7 -6 9 24 11 -4 27 -10 -1 -8 -12 -3 20 -20 21 -13 23 -23 -9 -26 -16 28 29 -5
right_child=3 4 10 12 5 -7 15 8 13 -11 16 18 -14 -15 26 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00033914096259670648 -0.0011572210272413582 -0.0013346119634211825 -0.0010661991032309493 0.001341885296839019 -0.0013290290733351082 0.0009711084014898168 -0.0012909358132808192 0.00043268153753335629 0.00053927779004248836 -0.0013242282460198586 -0.00016223931722476209 -0.00049430175603573895 -0.0008215753415334201 -0.00053047362889574521 0.0011836936738943069 0.00082883652670744492 0.0013391207222714092 0.00011896374791590525 0.0012831237816260214 -0.00037570835186704721 -0.00093872768419025739 -0.0010092950509370481 0.0010213911303341159 0.00062162938089585517 -0.0010105433036243937 0.00083667296056248676 0.00034693253418728538 -0.00053773894098263898 0.00130752201267627 0.00020987763334504519
leaf_weight=0.38512043503578741 0.20625542313791845 0.85383502041804493 0.75821415538666714 0.3117516532074659 0.39006426010746409 0.33841506845783431 0.93591685211868003 0.52866800298215821 1.2518199210171586 0.53306253731716424 0.26349884853698313 0.77282297861529514 0.18559677759185422 0.46144386095693324 0.71379536838503543 0.077062935102730989 0.29520559473894525 0.16019097832031548 0.4016011010389775 0.49438150937203218 0.73869921651203196 0.22166857332922518 0.4490659924922511 0.22406769962981343 0.37097692600218823 0.095062708598561585 0.72600846522254858 0.15406382852233935 0.78614457114599634 1.0086538652831243
leaf_count=28 15 704 106 31 188 23 489 46 99 512 30 45 14 25 122 4 35 17 17 40 41 27 14 16 102 9 42 11 167 102
internal_value=0 -0.000213663 2.15211e-05 0.000446347 -0.000466403 -0.000336441 -0.000431722 -0.000237012 -0.000105586 -0.000505641 -0.000179142 -0.000290618 0.000581553 0.000251155 0.000529436 -0.00112967 0.000631042 -0.00110498 -0.000112544 0.00036782 -0.000291405 -4.66391e-06 0.000418227 -0.000189444 -6.69613e-05 -0.000633748 0.000761764 0.000696751 0.000787036 0.000477148
internal_weight=0 12.4407 6.44415 2.65247 5.99652 4.98249 4.64408 3.6311 3.24103 1.52777 4.61923 4.06052 2.44621 1.71326 1.82492 1.01298 0.558704 1.01403 3.30231 0.895983 2.40632 1.66763 0.894802 0.445736 0.994708 0.46604 1.4398 2.26061 2.10655 1.32041
internal_count=3121 2781 563 340 2218 1497 1474 981 793 669 371 306 325 124 192 493 65 721 200 57 143 102 57 43 157 111 164 311 300 133
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 15 51 50 2 43 13 455 133 1429 159 160 38 12 376 42 1 454 4 42 0 124 43 16 3 4 1 3 13 2
split_gain=0.45773 0.286147 0.222235 0.227634 0.215603 0.207377 0.202904 0.196304 0.176824 0.190107 0.205347 0.192884 0.170402 0.192233 0.166439 0.17681 0.19642 0.171894 0.189989 0.167499 0.199551 0.223363 0.18477 0.241527 0.280149 0.294027 0.199368 0.295675 0.154599 0.147791
threshold=0.10439500000000002 0.084050000000000014 -0.10748999999999999 0.10156500000000002 0.14753000000000002 0.24789500000000006 -0.28558999999999996 -1.0000000180025095e-35 -0.25159999999999993 -1.0000000180025095e-35 0.076905000000000015 -1.0000000180025095e-35 0.084835000000000008 -0.042789999999999988 0.089985000000000023 -0.0060199999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.36766000000000004 0.092860000000000012 0.22582000000000002 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 0.090900000000000009 -0.07533999999999999 0.079415000000000013 -0.095524999999999985 -0.077944999999999987 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -3 -8 -2 -10 11 -11 13 -13 15 16 -4 -17 19 20 21 -19 -23 24 25 28 -27 -28 -24 -21
right_child=4 6 3 -5 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 17 -18 18 -20 29 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014235340177505154 -0.0012951031695001606 0.001337597008873667 -0.0014323930479541679 -0.0014235608424491369 0.0011346559936767165 -0.0014452559542613185 0.0015044186172393028 -0.001227369816861145 -0.0010226852768023568 -0.00070407623599199633 0.0010465811355332146 0.0014284793758783264 -0.00083477996779865969 0.00025352124109436793 0.0014239004609324024 -0.0012153332636690019 0.00019204417103038394 0.0012203249467791831 0.0013618165643097429 -0.0014150175178359484 0.0014690772240551766 0.001313933046264317 0.0010819016968540527 -0.0014080349877469251 0.00070103476024902997 -0.0014541061481122791 0.0011785220169609019 -0.00069399173030002697 -0.00013719383357511171 0.00027003182985042167
leaf_weight=0.26983620217652049 0.16002848237985734 0.073921916773542651 0.36126389485434618 0.25406256143469352 0.51190718164434645 0.20763168130360998 0.055572655051946529 1.0233554526930673 0.2344657422218005 0.45344712940277565 0.61094186734408129 0.31120540000847663 0.25290181185118843 2.6984388026176016 0.15878191054798652 0.20856121834367503 0.25404276925837621 0.30224166478728909 0.22686774400062848 0.28062658781709604 0.209754193201661 0.18940633628517467 0.37353812245419249 0.26967654287000176 0.81641696370206762 0.43216488072357639 0.21264376537874341 0.82283637271029852 0.4716241126880053 0.1659951233305037
leaf_count=202 15 3 182 193 112 66 1 1007 41 60 135 94 13 215 7 50 40 48 23 62 7 8 18 70 40 244 11 113 28 13
internal_value=0 -0.000281352 -0.000165878 -0.000111302 0.000262067 -5.54012e-05 -0.000931217 -0.00108666 0.000167459 0.00021877 0.000286042 0.000161002 0.000281236 0.000375015 -5.26988e-06 -4.58094e-05 -0.000761709 4.26022e-05 9.75598e-05 3.44801e-05 0.000124148 5.16381e-05 -4.67999e-05 -0.000122628 -1.18514e-05 -0.000263499 -0.000646512 -0.000309457 0.000401612 -0.000788738
internal_weight=0 7.64082 6.48797 6.21814 5.23334 5.96407 1.15285 1.07893 4.72143 4.5614 4.32694 3.71599 3.26255 3.00964 5.75644 5.59766 0.615307 4.98235 4.77379 4.54692 4.1003 3.89055 3.58831 3.3989 3.12922 2.31281 1.46765 1.03548 0.845162 0.446622
internal_count=3121 2436 1425 1223 685 1030 1011 1008 573 558 517 382 322 309 964 957 222 735 685 662 587 580 532 524 454 414 368 124 46 75
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=31 3 0 45 14 124 3 0 39 4 2 457 2 42 43 2 2 160 15 48 132 151 42 39 48 0 12 3 15 43
split_gain=0.0809499 0.0765957 0.0793241 0.0779607 0.1173 0.0768643 0.0880842 0.104618 0.103624 0.105881 0.10002 0.122931 0.0831071 0.082684 0.0899104 0.106886 0.0953109 0.0838626 0.0837184 0.0782086 0.0937648 0.0656111 0.0979884 0.0659223 0.0633432 0.0862484 0.0629447 0.062756 0.137458 0.06124
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.17169499999999996 -0.080359999999999987 0.062655000000000016 -0.043384999999999993 -0.12018999999999998 -0.10607499999999999 0.16946000000000003 0.25615500000000008 0.11215000000000001 -0.0029299999999999994 0.098035000000000011 -1.0000000180025095e-35 -0.074359999999999996 0.097845000000000015 0.10060500000000001 -1.0000000180025095e-35 -0.074054999999999996 -0.064549999999999982 0.081240000000000021 -0.084304999999999977 -0.088934999999999986 0.084405000000000008 0.12230500000000001 -0.15350499999999997 0.30702000000000007 -0.077774999999999983 0.040760000000000005 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 3 -3 -2 5 21 19 10 9 13 11 -8 -13 -9 17 -16 -17 -15 -18 -7 29 -5 -23 -24 25 -12 -20 28 -19 -21
right_child=1 2 -4 4 -6 6 7 8 -10 -11 24 12 -14 14 15 16 18 27 26 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040178443890217311 0.0040496821080306666 -0.0018816229604554004 0.0032504691459481327 0.0039919434788651112 -0.0037050621401525951 0.00353256718809398 -0.0029029898270822368 -0.0040032688013764669 0.0040480329905799662 0.0028702874786011704 0.002101372275452013 0.00036884522623125446 0.0028857856158260643 -0.0032877191260616764 -0.0040059547943576482 0.0035387668458332733 0.0029850040827387883 -0.0030371987781103718 -0.0036955566381007988 0.00038759631655696844 0.0026536563214608448 -0.0033329037144933485 -0.0016475611226948615 0.0031426121973907755 -0.0036638987239384769 -0.002506189008134806 0.0013512753004940774 0.0029874970654409365 0.0028666029857683656 -0.0018612953044738641
leaf_weight=0.074505536875221767 0.065445254440419265 0.06341686742962338 0.19123113014211401 0.11404860974289477 0.15669430862908473 0.1253982436901423 0.1457514245121273 0.24208670641746666 0.052434243028983363 0.078065845591481664 0.11421983530453872 0.85862551779427965 0.27352676504233386 0.10499382214038633 0.33090486645960693 0.063587363205442671 0.048195132359978743 0.14092797619377961 0.2049045653657231 0.57830463781283403 0.20175117463804781 0.079696521046571434 0.063154676608974003 0.16186308001488214 0.16062189848162234 0.1468162607634439 0.048286326229572296 0.12857776830060119 0.11185847341403132 0.28624489170033485
leaf_count=86 9 16 108 42 97 24 38 681 17 47 24 108 64 327 589 21 18 207 116 171 38 23 20 85 24 23 2 40 26 30
internal_value=0 -0.000155893 0.00197239 -0.000262432 -0.000318631 -0.000209556 -0.000362956 -0.000701654 -0.00144707 -0.00163886 -1.97161e-05 0.00053441 0.000976935 -0.001886 -0.00145244 -0.00236923 -0.000885283 -0.000140713 -0.00181868 0.000561986 0.000212642 0.00141912 0.000456168 0.00179818 -0.00169909 -0.000490089 -0.00273307 0.000725693 -0.000424756 -0.000356992
internal_weight=0 5.34163 0.254648 5.08699 5.02154 4.86485 4.44608 3.25438 1.55482 1.50239 1.69956 1.2779 1.13215 1.42432 1.18224 0.695878 0.364973 0.486358 0.301386 1.1917 1.0663 0.418763 0.304714 0.225018 0.421658 0.261036 0.253191 0.381364 0.252786 0.86455
internal_count=3121 3035 124 2911 2902 2805 2635 2372 2091 2074 281 210 172 2027 1346 746 157 600 136 263 239 170 128 105 71 47 118 273 233 201
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=156 15 474 51 421 158 1374 150 1374 1 13 48 0 1 0 15 15 43 13 42 0 51 49 2 3 150 48 12 52 52
split_gain=0.076535 0.0812875 0.102464 0.107432 0.121038 0.079736 0.0709138 0.09607 0.118482 0.108783 0.10468 0.0973777 0.0891453 0.0862591 0.0959973 0.101773 0.119552 0.0990678 0.0841183 0.0835507 0.0808384 0.0782824 0.0759561 0.0686417 0.0679823 0.0536775 0.0539297 0.0495922 0.0835857 0.147452
threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 1.0000000180025095e-35 0.085900000000000018 0.093235000000000012 0.080470000000000014 -0.094929999999999987 0.08592000000000001 0.073000000000000023 0.095425000000000024 -0.061629999999999997 0.14000500000000002 -0.10151999999999999 -0.016799999999999995 1.0000000180025095e-35 -0.066504999999999995 -0.15078499999999997 0.081660000000000024 -0.053834999999999994 -0.40274499999999996 0.082865000000000008 -0.51212999999999986 0.10893000000000001 -0.082924999999999985 0.091840000000000019 -1.0000000180025095e-35 0.11434500000000002 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 -2 4 -4 6 7 12 11 10 18 -9 13 14 15 17 -17 -3 -10 24 -14 -22 27 -11 -18 -7 -27 -23 29 -29
right_child=1 5 3 -5 -6 25 -8 8 9 23 -12 -13 20 -15 -16 16 19 -19 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0036183074985638511 -0.0037653798477629849 0.00067033698275161457 0.003226419851396569 -0.0017668941808419187 -0.0034069397760556992 0.0036746498032048163 -0.0030887252575287532 -0.0034393235782031249 0.0036587867583613809 -0.0017775702356438113 0.0036768031716247029 0.0010547037393333794 0.0030372601341730034 0.0031495528175516097 -0.0022307155416990778 0.0027524355464638708 -0.0036430874554319956 -0.0023678845742552261 -0.0036431876315057986 0.0023618448449274081 -0.0036419003377619798 0.0015221664640625914 0.0023212513572490631 0.0027013645234780976 0.00024885870728433382 -0.0034824241995823259 0.0017569990465155084 -0.00084974724716666808 -0.0036512335036237454 0.0037253809403799388
leaf_weight=0.07875946168678627 0.047709997044876218 0.20623016489844304 0.36475645811879065 0.091108853688638192 0.039791349438019097 0.018385854869848117 0.099645837108255253 0.12790778520866297 0.024978752247989178 0.048438014462590218 0.051007718779146671 0.12370749426190741 0.13465147565148061 0.067906881784438045 0.56064013263676327 0.22435108377248891 0.12358221847534878 0.43573087100958219 0.11676296786026774 0.08596446605224628 0.069213447117362992 0.19128706095943904 0.2022385146774468 0.56735779973678291 0.11121676070615649 0.18462468740835891 0.029752065678621875 0.53917672698298791 0.097800994277349673 0.1107509924840997
leaf_count=163 3 44 222 18 2 3 38 41 2 6 3 8 31 13 1439 38 51 116 83 32 23 28 56 195 9 232 23 164 29 6
internal_value=0 -3.08022e-05 0.00128949 0.00177605 0.00257396 -0.000188358 -7.74319e-05 -6.34217e-06 0.000934429 0.00160793 -0.000759806 -0.00122982 -0.000321891 -0.000843934 -0.0009991 -0.000417424 0.000730127 -0.00139186 -0.00235638 -0.000684332 0.000382755 8.74704e-05 0.000313645 0.00234906 -0.0017996 -0.00224738 -0.00275528 -0.000118739 -0.000538522 -7.01221e-05
internal_weight=0 5.09668 0.543367 0.495657 0.404548 4.55331 4.32055 4.2209 1.06016 0.808545 0.192749 0.251615 3.16074 1.81562 1.74772 1.18708 0.545115 0.641961 0.141742 0.320763 1.34512 1.21047 1.14125 0.615796 0.234799 0.232763 0.214377 0.939016 0.747729 0.649928
internal_count=3121 2958 245 242 224 2713 2455 2417 338 289 88 49 2079 1742 1729 290 130 160 85 92 337 306 283 201 60 258 255 227 199 170
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=1 12 3 4 47 151 124 0 3 4 4 52 43 14 48 2 150 3 12 47 2 12 43 15 2 3 1 151 52 52
split_gain=0.329983 0.292083 0.271576 0.179665 0.319604 0.189931 0.156592 0.145818 0.243286 0.168661 0.168235 0.161172 0.148693 0.139562 0.139582 0.208163 0.162914 0.121376 0.120835 0.114856 0.111491 0.143034 0.11079 0.105903 0.101534 0.194377 0.0866435 0.0846199 0.0832053 0.196452
threshold=0.094090000000000021 -0.064509999999999984 0.31299000000000005 -0.013125 0.092530000000000015 -0.40381499999999992 -0.087894999999999987 -0.060129999999999996 0.090900000000000009 -0.49405499999999997 0.40124500000000002 0.10347000000000002 -0.08595499999999999 -0.46885499999999997 0.12879500000000002 0.090790000000000023 0.10801000000000001 -0.10519499999999998 0.084100000000000022 0.086785000000000015 0.11704500000000001 -1.0000000180025095e-35 -0.15879999999999997 -0.0063699999999999989 0.10097500000000002 -0.52915999999999996 0.13146500000000003 -0.0038099999999999996 -0.078224999999999975 -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=7 6 3 20 5 -5 -2 8 10 11 18 -9 22 -7 15 16 -15 -6 23 -8 21 -3 -11 28 -14 -26 -19 -10 29 -1
right_child=1 2 -4 4 17 13 19 9 27 12 -12 -13 24 14 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011820822477351652 -0.00051857666135096919 0.0011203932836721939 0.001382711193350918 -0.0014051175289242278 0.00013027318106281384 -0.00068877797227856865 0.0012554035048636864 -0.0014148467453881397 0.0004009622154114796 -0.00011119493696456254 0.0013905989047595505 -0.00013098275999105078 9.587510995616448e-06 0.00048971462600953027 -0.0006851864666369261 0.00095649597826444983 -0.00075519197510319014 -0.001143354884986702 -0.0013277450802981435 0.00016260697690665028 -0.00022280125340113201 -0.0013036989888752233 0.0011944852739904702 -0.00032630431543302846 0.0014187458530228641 -0.0011929648567788589 -0.0003829465359216404 -0.00054563295773698325 -0.0013841781240310138 0.0010870057197303357
leaf_weight=0.25286611937917769 0.21702282462501898 0.049040094250813127 0.17201404305524182 0.14963576756417785 0.26476969476789225 0.29171480471268374 0.44143199549580447 0.4525578994653191 0.34458050178363919 0.25300332566257566 0.055308780167251714 0.31134036183357239 0.54134754836559251 0.48460470495047026 0.22381808562204231 0.82808031202876009 0.33562443824484944 0.85362980497302465 1.3498044885927809 0.3080187501036562 0.3594379210844636 0.72071517055155687 0.2378192172618584 0.6204455346451152 0.061668720096349716 0.41887491274974309 0.42259208578616381 0.36881048051873211 0.57075666102173273 0.10061112348921597
leaf_count=65 37 4 62 7 16 18 210 64 18 22 5 18 28 49 6 127 14 87 1530 37 37 221 25 137 2 88 23 30 127 7
internal_value=0 -0.000184108 -0.000313995 -0.000372558 -0.000231411 9.13659e-05 0.000508776 -0.000638497 -0.000808145 -0.000365527 -0.000982208 -0.000891585 -9.98747e-05 0.000194852 0.000332539 0.000470732 -1.96809e-05 -0.000715993 -0.00102755 0.000806272 -0.000854357 -0.00114926 0.000521449 -0.000765225 -0.000398301 -0.000857801 -0.000891563 -8.84107e-05 -0.00105988 -0.000536226
internal_weight=0 6.12215 5.15568 4.98366 3.85447 2.31348 0.966474 5.9398 3.66318 2.27661 2.94979 0.763898 1.51271 2.16384 1.87213 1.64831 0.820229 1.54099 2.89448 0.749451 1.12919 0.769755 0.490823 1.54468 1.02189 0.480544 1.27622 0.713391 0.924234 0.353477
internal_count=3121 955 671 609 347 221 284 2166 1919 247 1871 82 165 214 196 190 63 126 1866 247 262 225 47 336 118 90 110 48 199 72
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=31 160 1213 475 484 150 15 11 43 48 43 16 0 1 16 49 150 132 133 40 15 3 12 51 151 13 16 1374 123 1375
split_gain=0.0765512 0.0708512 0.069971 0.116487 0.0737303 0.113985 0.0830474 0.0889276 0.0790785 0.0847505 0.0774908 0.0774234 0.0980884 0.0804076 0.0952966 0.107347 0.0972631 0.0750094 0.0711152 0.0824045 0.0781529 0.0815159 0.0789855 0.0702071 0.0671952 0.0705808 0.0661621 0.0584392 0.0572887 0.0550591
threshold=-1.0000000180025095e-35 -0.40698999999999991 -1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.094605000000000009 -0.24436499999999997 0.087830000000000005 -0.074359999999999996 0.087310000000000013 -0.076124999999999984 0.22339500000000004 0.18019500000000002 0.13408500000000004 -0.0092699999999999987 -0.081404999999999991 0.082565000000000013 0.079970000000000013 0.084990000000000024 -0.082239999999999994 -0.016799999999999995 -0.10519499999999998 0.08493500000000001 0.085720000000000005 0.16421000000000002 -0.117405 0.25084500000000004 -0.094929999999999987 0.087755000000000014 -0.068444999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 28 -6 8 9 10 17 13 -13 14 16 -16 24 18 20 -20 21 -8 -22 -23 25 -10 -2 -18 -4 -29
right_child=1 2 4 -5 6 -7 7 -9 11 -11 -12 12 -14 -15 15 -17 27 -19 19 -21 22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0035800788196043193 -0.0032104891073817836 0.0035768514184030104 -0.0030306283183986005 -0.0032884131367909115 0.0015924271707743844 0.0023519903399782187 0.0032612411257938899 -0.0026085226736221102 -0.00016248357928860449 0.0027611075770224529 0.0036147419731522765 -0.0028461508117421457 0.0021628992154856686 0.0028640513390340177 -0.0033027099831183901 0.0019414714125236855 -0.00094172641558057835 0.0022286973078402099 0.0035726222358383481 -0.0035264897139611834 0.0030981963230665706 -0.0033147688027926848 -0.00039190404706977846 0.0017056988866114037 0.0036210579325695325 -0.0022528736583147663 0.0035226792181814082 0.0036336907526314235 0.0034756126823711929 0.00054509439854139312
leaf_weight=0.069888069137959863 0.1505921250936807 0.037750421091914177 0.2563711565981065 0.17400544335760049 0.44666693530598367 0.074099113444390241 0.040588249685242772 0.15989480353164243 0.31168474585138128 0.23053767246528878 0.084703479766176981 0.26024454385697016 0.06046809908002615 0.11377272185927712 0.056263855163706467 0.37901917163253607 0.22577589660795638 0.16508083203370916 0.024078302929410711 0.13896385872067185 0.15917066112160683 0.16191349065047689 0.16654553532862337 0.044587992451852188 0.03306522686034441 0.5799414472494383 0.020853533438639715 0.097227446131000761 0.018191394832683727 0.28417671743227402
leaf_count=86 238 4 457 462 191 18 5 85 42 131 8 146 3 37 19 117 19 77 14 202 11 81 56 17 2 505 2 7 8 71
internal_value=0 -0.000153777 -7.35959e-05 -0.00206452 1.85945e-05 -0.00154723 0.000147831 -2.29749e-05 9.12974e-05 0.000827345 0.000375041 -0.000281431 -0.00190173 -3.171e-05 -0.00019919 0.00126362 -0.000614848 7.0451e-05 -0.000413732 -0.00247808 0.00017386 -0.0013286 0.00131363 -0.00223074 -0.00133823 -0.00152214 -0.00239151 0.000486805 -0.00259955 0.00133244
internal_weight=0 4.95623 4.78479 0.211756 4.57303 0.348662 4.22437 3.7777 3.61781 1.21617 0.985632 2.40164 0.320713 2.08093 1.96715 0.435283 1.53187 0.900929 0.735848 0.163042 0.572806 0.24709 0.325716 0.206501 0.924691 0.891626 0.171446 0.60718 0.274563 0.381404
internal_count=3121 3035 2795 466 2329 483 1846 1655 1570 602 471 968 149 819 782 136 646 463 386 216 170 103 67 98 549 547 240 97 465 78
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=31 1425 4 160 43 12 42 1374 14 376 151 4 13 33 1210 482 4 148 14 160 159 1 376 474 15 148 401 1213 1375 150
split_gain=0.0689503 0.0653607 0.0926964 0.0683723 0.0793071 0.0783172 0.0673875 0.0731062 0.0671693 0.071112 0.0665228 0.069262 0.123942 0.0702568 0.0669021 0.0670181 0.0717459 0.0856595 0.0819176 0.0682184 0.0625333 0.059814 0.0648585 0.0632897 0.0563141 0.0560487 0.0627446 0.0540036 0.0586074 0.0832989
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50500500000000004 -0.091944999999999985 0.39192500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10637000000000001 0.076175000000000007 1.0000000180025095e-35 -0.27559499999999998 -0.49405499999999997 0.41383500000000001 -1.0000000180025095e-35 -0.08107499999999998 0.089745000000000005 0.27044500000000005 -0.083019999999999983 -0.10708499999999999 -0.074254999999999988 0.10519500000000001 0.10920500000000001 0.091135000000000008 0.085860000000000006 -0.0063699999999999989 0.10090000000000002 0.082755000000000009 -1.0000000180025095e-35 -0.43996499999999994 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=-1 2 3 5 6 -2 21 8 9 10 -8 12 -12 -13 -15 16 18 -18 -16 24 27 22 23 -5 -20 26 -7 -21 -29 -30
right_child=1 -3 -4 4 -6 25 7 -9 -10 -11 11 13 -14 14 15 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0036880215257161664 0.0018112041999352637 -0.0037581929895241176 0.0022819483908473677 -0.0031150374351590184 -0.0036806025159764233 -0.0035622388126051608 -0.0032472738282406681 -0.0034659345085179968 -0.0020465317863565696 0.0028848707606843062 -0.0035529085438635068 -0.003708551481083192 0.0038096962042746974 -0.0036882328549543348 -0.0028629967932293633 -0.0035461001091569052 -0.0014780988956616874 0.0030295640200186501 -0.00066000624948325825 -0.0036588873165006087 -0.0027110249896806675 0.00034232473570138038 0.0025186206061775063 0.0026046987176650974 0.0036602717950554781 0.0036868363073282533 0.0031102749000964137 -0.001457468211856735 0.00051782621989846975 0.0029273253024812403
leaf_weight=0.063296167900261824 0.065864840726135299 0.066072972727852064 0.20846068940591056 0.29273652705523989 0.080034118571347679 0.2412578003877569 0.070582331703919254 0.071722644912369904 0.16039123272639688 0.14399911132932164 0.13528874410985858 0.05251944670453923 0.039400160312652588 0.048695804485763161 0.094382194045469769 0.050307303325098363 0.069024861906655133 0.30426110197731748 0.053799104238350992 0.04009618919008584 0.082514193643873912 0.21809377036697697 0.036657124990597367 0.028314992068771971 0.1600616014038726 0.017633466050028801 0.020397808086272562 0.16457701520994827 1.5061669364513126 0.2193686073514981
leaf_count=86 18 78 150 628 99 374 54 25 57 63 91 18 1 78 23 76 13 101 101 178 84 35 5 20 25 2 11 9 578 40
internal_value=0 -0.000150175 -9.91997e-05 -0.000210292 -7.95407e-05 -0.00177216 -8.2544e-06 0.000183948 0.000261045 0.000375453 0.00025855 0.000340474 -0.00189231 0.000477535 0.000556242 0.000631551 0.000709556 0.00219605 0.000470481 0.000611783 0.000403347 -0.00116559 -0.00208496 -0.00261059 0.00257346 -0.00261723 -0.00304207 0.000536482 0.000625481 0.000824148
internal_weight=0 4.74268 4.67661 4.46815 4.123 0.345154 4.04296 3.46716 3.39544 3.23504 3.09105 3.02046 0.174689 2.84577 2.79325 2.74456 2.69425 0.373286 2.32097 2.22658 2.01272 0.575802 0.357709 0.321052 0.213861 0.279289 0.261656 1.93021 1.89011 1.72554
internal_count=3121 3035 2957 2807 2402 405 2303 1615 1590 1533 1470 1416 92 1324 1306 1228 1152 114 1038 1015 889 688 653 648 126 387 385 805 627 618
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=1 50 1374 133 42 484 1446 2 14 131 15 158 49 0 3 0 52 133 147 124 38 151 43 39 15 2 14 1 12 151
split_gain=0.0638629 0.0710846 0.0697228 0.0649561 0.0696689 0.0694973 0.0644159 0.0685883 0.0635166 0.0660017 0.0610731 0.0672752 0.0669786 0.106933 0.0987953 0.0875697 0.0597399 0.0624838 0.0647546 0.0596338 0.115794 0.0559304 0.0564063 0.0591106 0.0577617 0.0596535 0.0978438 0.0599806 0.0652264 0.0549156
threshold=0.094090000000000021 0.07826000000000001 -0.094929999999999987 0.10622000000000002 -0.095284999999999995 -0.0068949999999999992 0.091555000000000011 0.14753000000000002 0.076175000000000007 0.087705000000000019 -0.098289999999999975 0.085030000000000008 -0.086009999999999989 -0.098289999999999975 -0.10831999999999999 -0.084044999999999995 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 -0.072314999999999977 0.10386000000000002 -0.50825999999999982 -0.40263499999999991 0.11593500000000001 -0.074054999999999996 0.090790000000000023 -0.074569999999999984 0.10781 0.12477500000000001 0.061780000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 9 10 -7 12 14 -14 -12 -15 -2 -18 -19 20 -20 -21 -23 24 25 27 -27 -24 -29 -26
right_child=6 -3 3 -5 5 8 -8 -9 -10 -11 11 -13 13 15 -16 -17 17 18 19 21 -22 22 23 -25 29 26 -28 28 -30 -31
leaf_value=-0.0037163436863838517 -0.0036540291986004248 -0.0036561560035469395 -0.0033660024586409966 -0.0028152409999321255 -0.0036735611042844223 -0.0018963723546022333 -0.0034669226931991889 0.0028005972739890937 -0.0036645812220423568 -0.0036614099049039721 0.0022325446063496198 -0.003682140977318261 0.0027534821610341311 -0.0036539325846417486 -0.0031541172962238975 0.00074548262997052746 -0.0032499697083630975 -0.0036881161669871034 0.0036616639684643975 -0.0036651112925722429 -0.0036989392897494441 -0.0029988568707290022 -0.0015053611479458947 0.0036850299487975295 0.00015045765971309505 -0.00043822650538031269 0.0029852379501720092 0.0027628367496690545 -0.0011622564517365882 -0.0023174980098557211
leaf_weight=0.081544298420340833 0.051157822825189991 0.093852780781162326 0.08322468432197716 0.12548310413694697 0.064336060095229963 0.13531248467916146 0.058670465456088894 0.14876476552308293 0.055111396584834327 0.053721983173090737 0.071499727549962699 0.045905967695944017 0.37183785173692696 0.065145438093167751 0.1236868559353751 0.79416741080603859 0.062877259653761786 0.049390857107939445 0.16836125717964279 0.045392310479658415 0.034221785143017769 0.061542770126837065 0.19093141656776569 0.076740157826861721 0.60508937292250897 0.1649561847589236 0.34021256561390811 0.1453234809487185 0.092007379978895187 0.14965123840374872
leaf_count=35 118 437 151 282 190 121 30 109 33 127 8 69 61 233 47 372 26 5 155 13 5 15 38 23 209 42 93 51 5 18
internal_value=0 -0.000551022 -0.000410303 -0.000274793 -0.000103767 4.86978e-05 0.000309266 0.000402096 0.000188221 0.000316034 0.000448954 0.00066451 0.000804405 0.00111916 -0.0011809 0.000411958 0.000242652 0.000333815 0.000439916 0.000538202 0.00241826 0.00033473 0.000434137 0.000553846 0.00041151 0.00101826 0.00186735 1.6691e-05 0.00124117 -0.000338893
internal_weight=0 2.16483 2.07098 1.98943 1.86395 1.78073 2.44529 2.38662 1.71639 1.66128 1.60756 1.47224 1.42634 1.23115 0.195187 0.859313 2.23786 2.1867 2.12382 2.07443 0.202583 1.87185 1.82645 1.76491 1.68817 0.933431 0.505169 0.428262 0.237331 0.754741
internal_count=3121 2166 1729 1694 1412 1261 955 925 1071 1038 911 790 721 666 55 605 816 698 672 667 160 507 494 479 456 229 135 94 56 227
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=2 14 376 42 133 1456 43 151 4 160 148 4 13 401 14 13 13 1 49 42 160 16 1373 403 4 156 49 0 0 42
split_gain=0.0606055 0.0687932 0.0677486 0.0872003 0.0741845 0.0753407 0.0697219 0.0667964 0.0757428 0.0802911 0.0729295 0.0683247 0.117972 0.0691315 0.0774317 0.0734905 0.0825839 0.0816306 0.093571 0.0787637 0.0715193 0.0591148 0.0573452 0.0571004 0.0566938 0.0538816 0.056503 0.0549186 0.0932039 0.0589642
threshold=0.17025000000000004 0.085220000000000004 0.048375000000000008 -0.088934999999999986 0.11269500000000002 1.0000000180025095e-35 0.39192500000000002 -0.40381499999999992 0.27834500000000006 -0.091944999999999985 0.087555000000000008 -0.49405499999999997 0.41383500000000001 1.0000000180025095e-35 -0.10708499999999999 -0.084034999999999985 -0.063184999999999977 0.090475000000000014 -0.10774499999999999 0.084695000000000006 -0.082459999999999992 0.22339500000000004 0.10761000000000003 0.092070000000000013 -0.52556499999999995 0.09148000000000002 0.10595500000000001 0.12113000000000002 -0.019414999999999998 -0.11051499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 9 10 23 12 -11 14 -13 17 -17 18 -16 21 -18 -20 25 -9 -5 26 27 28 29 -22
right_child=-2 -3 3 24 -6 -7 -8 8 -10 11 -12 13 -14 -15 15 16 20 -19 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030305757916934441 0.0027840873732686254 -0.0033531212993907315 -0.0012699468771525265 -0.0018956712954785679 -0.0030076219838158168 -0.0033391243210917632 -0.0032939440271258971 -0.003231736787992167 0.0011209727647340374 -0.003369591491966101 0.0033314112623617207 -0.0031103080704088441 0.0034565563310193451 -0.002651549622372326 -0.0033883651168442972 -0.0024618387497343771 0.0030262946940067354 0.0027055774433533048 0.0023349020082269398 -0.0033349843725366517 -0.0033586015315556616 -0.0011652950743384106 -0.0033652901983675684 0.0029807903287425263 0.0032610931100769151 -0.0026946196708981522 0.0023703691485687018 -0.0021792727206180755 0.0033836051056548651 0.00018791543346308948
leaf_weight=0.07859051564810382 0.080333212634286499 0.072473956090106983 0.092431927689176518 0.0271006811526604 0.10152308730357607 0.079158558966810122 0.072355743688603869 0.1877339104939918 0.6318195152307452 0.14023101956263628 0.02503939106100006 0.073749392322501328 0.035117797553539276 0.094429427912473218 0.06293373091466492 0.14026973716136493 0.093730304484783367 0.26921414871321758 0.24779335801941127 0.040862864396331133 0.054915388554949041 0.068271020893007517 0.053299922030419 0.017983328874834115 0.18570291172363784 0.070155697609152301 0.13190826676873246 0.10908694460522372 0.098922213233870848 0.98035304659788258
leaf_count=53 70 50 16 12 363 234 106 277 226 108 4 15 1 230 20 258 24 78 86 147 70 7 9 7 129 44 30 10 12 425
internal_value=0 -0.000135445 -8.07642e-05 0.00143115 -0.000197318 -0.000123364 -5.5999e-05 7.21143e-06 7.30199e-05 -0.00014798 -0.00203542 9.52397e-06 -0.00200249 0.000145747 0.000251598 0.00035398 -1.1912e-05 0.00127399 0.000356065 0.00101629 0.000203899 0.00157885 2.73759e-05 -0.00268865 0.00260438 0.000152487 0.000297734 7.7833e-05 0.000294922 -2.08101e-07
internal_weight=0 4.33716 4.26468 0.305236 3.95945 3.85793 3.77877 3.70641 3.62782 2.996 0.230757 2.76524 0.175349 2.5899 2.49547 2.42172 1.73264 0.689075 0.419861 0.356927 1.59237 0.316064 1.49864 0.205717 0.212804 1.44534 1.37519 1.24328 1.13419 1.03527
internal_count=3121 3051 3001 157 2844 2481 2247 2141 2088 1862 288 1574 109 1465 1235 1220 882 338 260 240 624 93 600 284 141 591 547 517 507 495
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=31 421 14 3 0 39 47 52 123 133 50 3 0 47 13 13 12 49 2 1 15 15 132 48 150 14 0 159 41 15
split_gain=0.0596599 0.0583865 0.0859972 0.0678287 0.071609 0.0564791 0.0668806 0.068219 0.0661844 0.0659351 0.0580361 0.0585735 0.095715 0.092328 0.0902891 0.0765851 0.0852089 0.0747518 0.112036 0.076242 0.122303 0.0708426 0.0652966 0.0629115 0.061573 0.0590719 0.0530197 0.0754697 0.0584371 0.0501053
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.17169499999999996 0.15619500000000003 0.13148500000000005 0.12603000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11392500000000001 -0.10023499999999998 -0.11437499999999999 0.13082500000000002 -0.084034999999999985 -0.084319999999999992 0.090840000000000018 -0.069799999999999987 0.11215000000000001 0.091785000000000019 -0.095869999999999983 -0.03241999999999999 0.081465000000000024 0.11280000000000003 -0.096234999999999987 0.062655000000000016 0.15398500000000004 0.092630000000000018 0.075585000000000013 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 10 -10 11 21 17 14 15 16 -14 -13 19 20 -19 23 26 -3 -16 -26 27 28 29 -23
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 12 13 -15 24 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033811083163835004 0.0033860737917132404 0.0022050225716228221 -0.002795422960351348 -0.0015261170958216939 0.0033596258237794181 0.0033848650821678328 -0.0032587127322323424 0.0004626249736963105 -0.0017153754993750026 0.0022831264776814806 -0.0026241951545946034 -0.0011570613893222715 -0.0032571821863774698 0.0035042366788394031 0.0031658190904560743 0.0030805977842097137 0.00019442142184318307 -0.0028447159664817044 -0.0013387481101984568 0.0026962414999124524 0.0017796067530658041 0.0023869975565059074 0.0023496775841355894 -0.0013982159182035882 -0.003192400203345911 0.0034042797832072452 -0.0018227913222312322 -0.0033803165134790839 -0.0026992178625580808 -0.00065908422792892464
leaf_weight=0.055158148727059486 0.052454824486630858 0.32784430210813298 0.13537391148565792 0.046589132929511834 0.12122715737496026 0.049416810681577661 0.15454363391472714 0.086029593432613183 0.058357023473945446 0.22331347136059765 0.11045336267852679 0.34563143989362288 0.1251718961775623 0.042222809046506882 0.019456523470583131 0.059037805203845717 0.22352872755072895 0.095306124632770661 0.21819300763309002 0.288851777324453 0.19635679468047029 0.18768805027139179 0.099756011477438733 0.065166600863449275 0.38900476957859953 0.015849597752094269 0.23477188225660939 0.056153480920329457 0.045309841181733645 0.089457384365232429
leaf_count=86 20 100 98 16 100 23 38 18 28 140 192 48 461 1 6 21 70 47 37 42 29 120 23 11 1259 1 20 28 20 18
internal_value=0 -0.000125338 -0.000170152 -8.07382e-05 0.00200325 -0.000172605 -0.000219392 -0.00192795 -0.000102517 0.00145471 -0.000238096 -0.000153752 -0.000493217 -0.00132765 -0.00157284 -0.00044729 -0.00104459 0.000144285 0.000707427 0.00147651 0.000268526 0.000465738 -0.00016352 0.00160756 -0.00265444 -0.00293415 -0.00057225 0.0002032 0.000827246 0.00140378
internal_weight=0 4.16252 4.11006 3.97469 0.167816 3.80687 3.75746 0.240573 3.51688 0.28167 3.23521 3.12476 2.01861 0.874272 0.832049 0.407738 0.348701 1.14434 0.798708 0.580515 0.291663 1.10615 0.713137 0.393011 0.424311 0.404854 0.613381 0.378609 0.322455 0.277145
internal_count=3121 3035 3015 2917 116 2801 2778 56 2722 168 2554 2362 2022 1819 1818 552 531 203 155 118 76 340 229 111 1266 1260 206 186 158 138
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=1425 4 1348 11 1456 452 1374 403 2 150 1375 31 148 2 133 41 456 158 15 128 49 160 3 52 43 159 1375 0 12 52
split_gain=0.0565866 0.0759453 0.055636 0.0787538 0.0705678 0.058684 0.0548417 0.0552304 0.0546051 0.0735475 0.064839 0.0564083 0.0520453 0.0659681 0.0550209 0.0542757 0.0574469 0.051539 0.055291 0.0595358 0.0501852 0.0553545 0.0533563 0.0501713 0.0552016 0.0740279 0.0492266 0.047127 0.0445424 0.0436089
threshold=1.0000000180025095e-35 0.50500500000000004 0.090205000000000021 0.088215000000000002 -1.0000000180025095e-35 0.085195000000000007 0.093235000000000012 0.11224000000000002 0.098035000000000011 0.081835000000000019 -0.43169999999999992 -1.0000000180025095e-35 -0.084064999999999987 -0.14451499999999998 0.087575000000000014 0.079395000000000007 0.084065000000000015 0.084765000000000021 -0.095869999999999983 0.079650000000000012 -0.0055299999999999993 -0.40698999999999991 -1.0000000180025095e-35 0.092320000000000013 -0.52440999999999993 -0.21548999999999999 -1.0000000180025095e-35 -0.13027499999999997 0.092200000000000018 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 3 4 5 -1 7 8 11 20 -11 -6 -13 -14 15 16 17 18 26 23 22 -22 -10 -20 -25 -26 -15 -28 -29 -23
right_child=-2 -3 -4 -5 6 -7 -8 -9 9 10 -12 12 13 14 -16 -17 -18 -19 19 -21 21 29 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0037546570525098097 -0.0038394589282045094 0.0023432819785844084 0.0030530414362190069 -0.0027399364199502539 0.0037720305044036573 0.0038016378330633419 -0.0033308462883014883 -0.0037528678245962992 0.00086194371335938014 -0.0010154201324933567 0.0032729132603790726 -0.0038173820666570278 0.003463846490598158 -0.0038072112941456931 -0.0029758175457811581 -0.003755605540632056 -0.0037267814575191603 -0.0037606971325110121 0.0011338213867333065 -0.0037637072806133132 -0.0037636419533585144 0.00031759624362779693 -0.0031693150005205704 0.0036667971728274744 0.0021076642677588615 -0.0037746306781486377 0.0022306719421854833 -0.0037599232620962658 -0.00014580230258750892 0.0022240938513180164
leaf_weight=0.11333321403071916 0.055299499264947261 0.17958628233463958 0.07453290197008744 0.16416835149720999 0.04699807146971835 0.016445191577076912 0.067258077469887101 0.051764804215053917 0.078429183879052289 0.062570615002186969 0.23170290641428426 0.059396326712888192 0.064071263594088879 0.073738014732953161 0.10850517365543044 0.058700721674540435 0.058571003786710096 0.048104699437317211 0.87582347025453777 0.042066713283929746 0.038514946456416399 0.64126794547701138 0.11053345056279784 0.028573496441822499 0.042558843879305641 0.10046286925171444 0.072296501923119649 0.068241018638219741 0.15791363326934515 0.22698760536877671
leaf_count=282 78 181 37 77 52 1 36 156 29 3 123 38 34 12 418 46 79 68 593 92 35 335 23 3 26 91 19 63 21 70
internal_value=0 -3.18607e-05 -0.000144597 -0.000208854 -9.16349e-05 -0.00279714 1.11795e-05 7.83217e-05 0.000138491 0.000701899 0.0023611 -0.000272385 -0.000374632 -0.000261005 -0.000398515 -0.000226639 -9.45559e-05 4.63542e-05 0.000171647 0.000596578 0.000256299 0.000621491 -0.00149614 0.000771697 -0.00107659 -0.00202424 -0.00107223 -0.000396498 -0.00123634 0.000816011
internal_weight=0 3.96312 3.78353 3.709 3.54483 0.129778 3.41505 3.34779 3.29603 1.39001 0.294274 1.90602 1.85902 1.79963 1.73556 1.62705 1.56835 1.50978 1.46167 1.08949 1.09573 0.90677 0.188963 1.04742 0.171595 0.143022 0.372189 0.298451 0.226155 0.868256
internal_count=3121 3043 2862 2825 2748 283 2465 2429 2273 618 126 1655 1603 1565 1531 1113 1067 988 920 805 492 440 52 713 120 117 115 103 84 405
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=1 12 3 0 0 453 4 50 2 48 51 2 474 2 160 160 1 3 133 4 52 4 2 124 16 2 4 3 43 3
split_gain=0.430328 0.256443 0.237628 0.215 0.324825 0.205308 0.244271 0.237334 0.339133 0.43173 0.285837 0.187006 0.186144 0.17686 0.167484 0.201972 0.338039 0.210252 0.153408 0.15597 0.295403 0.158493 0.278173 0.139124 0.113316 0.112352 0.103208 0.273286 0.0906034 0.0841325
threshold=0.094090000000000021 -0.064509999999999984 0.31299000000000005 -0.060129999999999996 -0.10607499999999999 1.0000000180025095e-35 -0.013125 0.11534500000000002 0.090790000000000023 0.12879500000000002 -0.070629999999999984 0.11704500000000001 0.084660000000000027 -1.0000000180025095e-35 -0.075414999999999982 0.086325000000000013 0.077565000000000009 0.096675000000000011 0.10622000000000002 -0.49405499999999997 0.10347000000000002 -0.069389999999999993 0.10097500000000002 -0.087894999999999987 -0.5315899999999999 -1.0000000180025095e-35 -0.083854999999999985 -0.084074999999999997 -0.074359999999999996 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 11 8 24 10 -10 13 14 -3 -1 16 -16 -17 19 20 -5 -21 -23 -2 -8 -26 27 -6 29 -27
right_child=1 2 -4 18 26 -7 7 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 -20 21 -22 22 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.0014607706489522935 -0.00023560348651053271 0.00097249764817345155 0.0014537891322541547 -0.0014710141334315415 -0.0014449544681770989 -0.0013168196158894001 -0.00083598827158347757 -0.001233960426891978 -0.00058808129169660725 -0.00073807793495876727 0.001355873201469279 0.0002109105769096244 0.00093699921522625294 -0.0013894252905561363 -0.0010215840176475445 -0.0014372499060441339 0.00086818683939390504 0.00033801157343206224 -0.0011597780080742708 0.00064233243686300705 0.00048813929721299755 0.0011626493771153498 -0.0015063013408613546 0.00105542205475376 0.00076598398477442577 -0.00037244441223656627 -0.0013164687417292198 0.001540338284850284 -0.00072797216809711155 0.00060797838131336165
leaf_weight=0.26089710064115945 0.21573968604207039 0.075138568761758506 0.23465900504379522 0.32104275625897627 0.17058721120702103 0.24500681506469835 0.38163497624918807 0.22518519789446134 0.18057597917504642 0.32660575164481986 1.2096261358819895 0.36190723371692002 0.24873386591207225 0.53296976373530869 0.29601827732403807 0.41166364512173459 0.58558735460974276 0.20890566147863865 0.22522235204814922 1.0499535295821263 0.31844533805269748 0.13135584234259989 0.21210144920041785 0.88323513470822923 0.34423981432337303 0.35657390678534262 1.1576025653921527 0.1016586693003777 0.3978323406481663 0.37096037878654897
leaf_count=60 37 7 62 62 295 17 12 39 16 17 126 37 22 217 50 59 53 8 44 52 16 11 62 247 26 30 1368 4 47 18
internal_value=0 0.000168954 3.62646e-05 -0.000376739 -0.000603476 -3.01527e-05 3.60295e-05 0.000201078 0.000291646 0.000753052 0.00110337 -0.000609392 -0.000230195 -0.00109758 -0.000394862 -0.000209735 0.000233655 -0.000839634 -3.11628e-05 9.38751e-05 -0.000495416 0.000364323 -0.000485556 0.000801981 -0.000136254 4.54566e-05 -0.00112869 -0.000330224 -0.000174946 0.000127461
internal_weight=0 6.34189 5.24292 5.69978 3.44165 5.00826 4.76325 3.79323 3.56805 1.71681 1.3902 0.970016 2.01181 0.608108 1.76307 1.50217 0.881606 0.620569 2.25812 2.0329 0.639488 1.39341 0.343457 1.09897 1.85124 1.46961 1.42985 0.272246 1.12537 0.727534
internal_count=3121 955 671 2166 1919 609 592 331 292 159 142 261 252 224 230 170 103 67 247 203 78 125 73 284 133 121 1667 299 95 48
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=1425 15 50 146 52 1348 11 1456 43 43 48 43 452 133 457 457 49 13 13 15 43 42 123 1373 150 160 52 2 40 130
split_gain=0.0524233 0.0697741 0.0729844 0.0878634 0.0652345 0.0517517 0.0751924 0.0587408 0.060156 0.0825585 0.0612812 0.0635146 0.0537645 0.0533072 0.048711 0.100139 0.0579562 0.0562034 0.0704319 0.0790225 0.0689872 0.0629544 0.0458907 0.0458479 0.052042 0.0445593 0.0667955 0.0465082 0.0509091 0.0434757
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.12035500000000002 0.13796000000000003 0.090205000000000021 0.087830000000000005 -1.0000000180025095e-35 -0.074359999999999996 -0.00045499999999999995 0.081805000000000017 -0.076124999999999984 0.085195000000000007 -0.072364999999999985 -0.23069499999999998 -0.0029299999999999994 -0.24167999999999998 -0.53104499999999988 -0.10664 0.040760000000000005 0.24789500000000006 0.075730000000000006 0.11021500000000002 -1.0000000180025095e-35 0.11740500000000002 -0.082299999999999984 0.11008000000000001 0.086950000000000013 -0.080519999999999994 -0.23647499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 10 22 11 13 -3 -9 -11 -16 -17 -18 20 21 -19 23 -10 -20 -25 -15 27 29 -29 -27
right_child=-2 5 -4 -5 -6 -7 -8 8 9 14 -12 -13 -14 25 15 16 17 18 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0028698253867305477 -0.0032005198756611852 -0.0031355268460106053 -0.0018798519310123383 -0.0028976878462889746 -0.0015093012707473137 0.0024556479988601461 -0.0026779689639997027 0.0023026744180306953 -0.0025922843516753779 0.0031417196175572795 0.0018630200193273973 0.0030490411685556709 0.0031712360023141446 -0.0024953866954591604 -0.0028009478868144953 -0.0028916032563472021 -0.002052559350575855 0.0018049281234598146 -0.0016904133558007309 -0.0027937775368041587 -0.0014395082021217171 -0.0024968596491214239 0.0031288256464687158 0.00029980222577678773 0.0028901626645815013 -0.0031770402998808583 0.0023775329525840116 0.0010330878138442531 -0.0027415781708194096 0.00054303109920266217
leaf_weight=0.26506150724890254 0.051468225776261423 0.10135024834562711 0.063021695445058867 0.035084465402178466 0.037909369610133581 0.071696636019623727 0.11763449306454266 0.079017947020474821 0.20025255231667216 0.042605375900168663 0.25851526935366564 0.066660345848506664 0.015148472040891647 0.086892179471760755 0.1372599171227219 0.066243426452276766 0.11147866057581457 0.38362733739995913 0.097367800306530694 0.10320823157053383 0.076666440243570833 0.084221251496273908 0.014671003591502085 0.69337510778130229 0.084873770974809304 0.034130917018046603 0.090025140980287688 0.046550432016374543 0.13843019645173626 0.29853037544307881
leaf_count=215 78 277 19 2 14 37 71 30 652 10 236 18 1 215 38 15 20 99 8 299 30 47 10 230 15 5 27 12 196 195
internal_value=0 -2.85189e-05 0.00120508 0.00178018 0.00232189 -0.000169863 -0.000224764 -0.000137608 -5.81882e-05 -0.000368427 0.000533586 0.00012456 -0.00231545 -0.000127447 -0.000158942 -0.000235439 -2.84266e-05 8.75903e-05 0.000244207 -0.00019759 0.00126454 8.15699e-05 -0.00220175 0.000329576 0.0005823 -0.000403914 -0.000104848 -0.000536569 -0.00179168 0.000161353
internal_weight=0 3.90151 0.401077 0.338055 0.302971 3.50043 3.42874 3.3111 3.1946 2.09585 1.09875 0.840238 0.116499 0.773577 1.88093 1.83832 1.70106 1.63482 1.52334 1.06305 0.460294 0.959838 0.214924 0.875617 0.778249 0.694559 0.607667 0.517642 0.184981 0.332661
internal_count=3121 3043 250 231 229 2793 2756 2685 2407 1473 934 698 278 680 811 801 763 748 728 599 129 300 662 253 245 650 435 408 208 200
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=1 0 3 2 1425 4 133 13 160 47 151 3 4 12 1 1 1429 2 14 3 10 48 160 1375 4 3 2 49 43 3
split_gain=0.0510954 0.0864747 0.0738676 0.0564548 0.0531609 0.0573129 0.0559778 0.0546649 0.0760517 0.0533226 0.0848913 0.0822566 0.0778015 0.0904716 0.0765486 0.0607691 0.054484 0.0524672 0.0486612 0.0606985 0.0426809 0.0646295 0.0561191 0.0924343 0.0370894 0.0470463 0.0708594 0.0744198 0.0586988 0.0289343
threshold=0.077565000000000009 -0.059114999999999994 0.11296500000000002 0.084055000000000005 1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 -0.084154999999999994 -0.082179999999999989 0.092530000000000015 -0.086944999999999981 -0.10519499999999998 0.0061450000000000003 -0.010834999999999999 0.080585000000000004 0.12456000000000002 0.084690000000000015 0.083995000000000014 -0.22253999999999999 -0.14477499999999996 0.039530000000000003 0.12879500000000002 0.088755000000000014 -1.0000000180025095e-35 -0.49405499999999997 -0.52915999999999996 0.10097500000000002 -1.0000000180025095e-35 -0.088909999999999989 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=1 2 3 17 5 6 -2 8 -8 10 -9 -11 13 -12 -15 -13 -16 -1 -10 -20 21 22 23 -14 -3 -26 -27 -28 -29 -17
right_child=4 24 -4 -5 -6 -7 7 9 18 11 12 15 20 14 16 29 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0026861926563815108 -0.0039133156537995263 -0.0013984249006034537 0.00099755243956073923 -0.0038994469983334857 -0.0039823238046011759 0.0030176299274089114 -0.0021131925935521005 0.002772784764929757 -0.001935066442092667 0.0037313610844733466 0.0024972007017931169 -0.0032110587830093884 -0.003329631517424784 0.001957569055424613 -0.0028960421132250636 0.00113862448607813 0.0016394153323965343 0.0037788764072182487 -0.0003244552322450187 0.0031235274831926852 -0.0011348481486736235 -0.0018662198284641895 0.0039008961773001195 0.0020642601982078174 0.0039393169572176801 0.0014863280331604864 0.0038041686934473305 0.0013607732170043876 -0.0039735064406766782 -0.0017906987691849981
leaf_weight=0.048373106803410559 0.04994154543055751 0.1950097270491824 0.088265917787794024 0.25445825945098477 0.044923036126419791 0.11135957493388549 0.083364279154920951 0.18368380811443907 0.044998014665907249 0.045871898255427368 0.089187529658376175 0.21327394718173298 0.060508707363624126 0.071348110079266336 0.37041799256257946 0.10817471046175342 0.044966375666263048 0.031300975253543584 0.10089768427133095 0.33042310605014957 0.13032091248896904 0.079891059547662735 0.14696507835469674 0.23451575939543545 0.056609042454510927 0.26858942373655736 0.032509970711544156 0.041709272394655272 0.12431112308513548 0.096665356744779274
leaf_count=128 49 35 9 1313 54 145 55 77 10 7 60 125 10 19 407 23 42 10 36 207 18 4 18 100 6 27 3 21 84 19
internal_value=0 -0.000771045 -0.00216822 -0.00300451 0.000214192 0.00028679 0.000164434 0.000248052 0.00131523 -7.03628e-05 0.000305717 -0.00121469 -6.32697e-05 -0.00110543 -0.00176557 -0.00175733 -0.00240507 -0.000146308 0.00191526 0.00231695 0.000857 0.00135439 0.00193653 0.000957988 5.00679e-05 0.000589412 0.000183446 -0.00157921 -0.00263338 -0.000243742
internal_weight=0 1.14114 0.422398 0.334132 2.6417 2.59678 2.48542 2.43547 0.559683 1.87579 1.41181 0.463986 1.22812 0.57592 0.486732 0.418114 0.415384 0.0796741 0.476319 0.431321 0.652202 0.521881 0.44199 0.295024 0.718739 0.523729 0.46712 0.19853 0.16602 0.20484
internal_count=3121 1636 1460 1451 1485 1431 1286 1237 308 929 755 174 678 528 468 167 449 138 253 243 150 132 128 110 176 141 135 108 105 42
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=12 4 43 3 0 0 16 52 43 52 160 474 2 3 2 2 150 457 15 12 48 1 159 12 42 12 1 160 3 2
split_gain=0.348682 0.294418 0.292951 0.273667 0.264074 0.218737 0.213063 0.209067 0.195209 0.166713 0.213498 0.20181 0.143408 0.1833 0.171604 0.140585 0.13908 0.133207 0.152028 0.127887 0.223367 0.127454 0.13253 0.158077 0.124673 0.117519 0.166128 0.109721 0.124696 0.154859
threshold=0.051320000000000005 0.181285 -0.04890499999999999 0.20828500000000003 -0.060129999999999996 -0.053834999999999994 0.40020000000000006 0.039215000000000007 -0.53814999999999991 -0.085984999999999992 0.10648000000000001 0.084660000000000027 0.097220000000000015 -0.12711499999999995 0.10327000000000001 0.11293500000000002 0.11740500000000002 0.080930000000000016 -0.090344999999999995 0.12069000000000002 0.11224000000000002 0.13021500000000003 -0.50206999999999991 0.084100000000000022 -0.095284999999999995 0.08401500000000002 0.083345000000000016 0.099315000000000014 0.097915000000000016 0.10497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 17 -6 12 19 -1 10 -4 16 13 -7 -14 -16 27 21 -19 20 -3 22 -2 25 -10 26 -24 28 29 -11
right_child=1 7 3 -5 5 6 -8 -9 24 11 -12 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012856343523258333 0.00067084349146043535 0.00091205035135482986 -0.0012126922184858213 0.00072615000275970648 0.00089026813313442909 0.00017569397967185358 -0.0012842113908282517 -0.00083413310640886613 -1.8650045838107357e-05 -0.00015306588635192377 0.00070821296014376067 0.00091746497368809499 0.00095215216598726739 -0.0012636056733235043 -0.0013082934672091892 0.00036135897964234797 0.0005294193776272752 0.00097062258565555951 -0.00084885582007134821 -0.00023236239361457389 -0.0004796003325061757 0.0012842593125099756 -0.0012765957701639157 -0.0012736049887140703 0.0008565893424446327 0.0010639330537605138 0.00091778166582157127 -0.00097551057248885359 -0.0005384177734081946 0.00084591843124126847
leaf_weight=0.086405410547740646 0.073292931643664239 0.74811854783911236 0.44447671520174425 0.63463698449777428 0.27199778470094327 0.27395296015311033 0.3094309539301322 0.31245981898973685 0.33161918865516771 1.2495650197961388 0.11772821377962828 0.30603698454797257 0.32515374268405139 0.29625891122850567 0.14041013037785888 0.19212043687002733 0.41031181695871044 0.13378583360463381 0.16495623139780935 0.47612110321642831 0.2467109850840643 0.040223124669864663 0.21226778566779092 1.3317356467887291 1.2435008765023665 0.076725996448658407 0.075143759459024295 0.30790376826189447 0.93881443282589305 0.31192662392277259
leaf_count=12 29 62 101 125 29 23 119 61 26 106 8 33 13 28 10 54 29 19 66 21 18 4 161 1563 254 11 9 17 74 36
internal_value=0 -0.000319113 0.000112467 -4.87205e-05 -0.000513587 -0.000158138 -0.000343632 0.00010807 0.000570499 -0.000169051 -0.000810446 -6.67414e-05 -0.000106605 -0.000572108 0.000296985 -0.000343647 -0.000160326 -0.000818655 -3.40377e-05 0.000308213 0.00056693 -0.0009482 -0.000998957 -0.00107112 0.00067232 -0.000330598 -0.000702876 -0.000261106 -0.000173129 4.64932e-05
internal_weight=0 5.70087 6.38293 4.7214 3.91746 1.80932 1.53733 1.78341 1.66153 4.08676 0.562205 3.52456 1.2279 0.570212 0.657684 0.332531 3.21852 2.10813 0.298742 1.47095 0.99483 1.80939 1.76917 1.69587 1.57512 0.364138 0.287412 2.80821 2.50031 1.56149
internal_count=3121 2300 821 529 2138 276 247 162 292 404 109 295 128 51 77 64 262 1862 85 101 80 1777 1773 1744 280 181 170 233 216 142
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=1213 475 160 1456 15 1 15 151 47 42 124 475 13 132 1 456 52 34 151 160 133 457 376 49 48 48 159 1 52 4
split_gain=0.0501643 0.0748819 0.0524247 0.053562 0.0573596 0.056832 0.0639686 0.0720918 0.0566294 0.0573648 0.0812847 0.0700543 0.0709728 0.0584981 0.0586586 0.0548028 0.0513788 0.0540242 0.063767 0.0556227 0.0604921 0.054933 0.0498823 0.0555099 0.0486093 0.0458279 0.0453583 0.046263 0.0547246 0.071389
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 1.0000000180025095e-35 -0.47006499999999996 0.11588000000000001 0.095175000000000023 0.16421000000000002 0.11669500000000001 -0.0060199999999999993 -0.027784999999999997 -0.084049999999999986 -0.53104499999999988 0.081465000000000024 1.0000000180025095e-35 0.090170000000000014 -0.11592499999999999 -0.0011599999999999998 0.056735000000000001 -0.098904999999999979 0.10622000000000002 -0.0029299999999999994 0.091135000000000008 -0.081919999999999979 0.091545000000000015 0.094925000000000023 0.10497500000000001 0.094465000000000007 -0.078224999999999975 -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 -1 -2 4 -4 6 8 -8 9 13 -11 -12 -13 22 -15 16 24 -18 19 -19 21 -21 23 -6 -14 -20 27 28 -23 -30
right_child=2 -3 3 -5 5 -7 7 -9 -10 10 11 12 15 14 -16 -17 17 18 25 20 -22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0035609968403872111 -0.0024100460666048773 -0.0032489319778559048 0.0035509913123328418 -0.00293974345436584 0.0023279906351251138 0.00096306436655673681 -0.0034146335752420856 0.0033766357028433714 -0.0035572120091894961 0.0031565551034174757 -0.0035607717395804966 -0.0035849249477014713 -0.0029831485358296486 -0.0035460925400604003 0.0033775877195457099 -0.0030413459536789097 -0.001917624232077985 -0.0025168727185725256 -0.0029802108793226057 -0.0016613572247270564 -0.0021897203639097873 0.0031511884209334206 0.0019917978248123248 -0.0035637082716719424 0.0013940641734281147 0.00061673660940563305 -0.0010112476631410883 0.0029426295711440145 0.0019792629443852253 -0.00040680243764370556
leaf_weight=0.024278395809233189 0.10874707480798029 0.12111658804678915 0.060998059021586726 0.071757424839233752 0.022587774496059865 0.72482350917562133 0.12907971039749089 0.023078255035215989 0.055364595536957384 0.11572225639611522 0.063223217324779646 0.05927237629657911 0.097699159927290835 0.021633147818647558 0.052572018012142507 0.05779496457762423 0.097213222266877009 0.052198917341232609 0.089203151808760706 0.070133807144887927 0.062435705665848329 0.16022192013042724 0.030092318542301655 0.17685332379005902 0.047093691719055641 0.088263399324205238 0.079828675479802658 0.29729388942359947 0.32733595285754002 0.30190821861466732
leaf_count=4 215 487 103 237 10 298 175 4 47 96 134 7 160 61 35 42 24 51 42 45 95 34 5 382 23 11 36 75 50 133
internal_value=0 -0.00211179 9.22064e-06 8.57959e-05 0.000150335 8.75321e-05 -0.00015862 -0.00238458 -1.90055e-05 6.36288e-05 0.000274678 0.000103752 0.000226472 -0.00137249 0.00135912 0.000350013 0.000460697 0.000640586 0.000803255 0.00106518 0.00120911 0.0013807 -0.00225558 -0.00289644 -0.00155947 -0.00119126 0.00156358 0.00175272 0.00130462 0.000834441
internal_weight=0 0.145395 3.54443 3.43568 3.36393 3.30293 2.5781 0.152158 2.42595 2.37058 2.06684 1.95112 1.8879 0.303739 0.0742052 1.82862 1.77083 1.62604 1.52882 1.35136 1.29916 1.23672 0.229533 0.199441 0.144793 0.177467 1.16659 1.08676 0.789466 0.629244
internal_count=3121 491 2630 2415 2178 2075 1777 179 1598 1551 1058 962 828 493 96 821 779 596 572 519 468 373 397 392 183 53 328 292 217 183
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=10 14 31 421 2 41 8 16 484 11 0 0 0 16 13 13 160 15 0 123 48 150 51 44 1 2 0 2 3 13
split_gain=0.0493321 0.0510622 0.0457152 0.046882 0.0460038 0.0610044 0.0634363 0.0797355 0.0634735 0.0542928 0.0534505 0.110929 0.0704615 0.0810953 0.0654003 0.0679513 0.054529 0.0518261 0.0704894 0.0514895 0.053457 0.0743249 0.072181 0.0568799 0.0676782 0.0608592 0.0559999 0.0901875 0.0537962 0.0470402
threshold=-0.15282499999999996 0.086645000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098035000000000011 0.079885000000000025 0.078785000000000008 -0.40995499999999996 -0.0068949999999999992 0.088215000000000002 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 0.071345000000000006 -0.084034999999999985 -0.084319999999999992 -0.079874999999999988 -0.11713499999999999 -0.14723999999999998 0.087755000000000014 0.12649500000000002 0.083095000000000016 0.13705500000000001 0.081805000000000017 0.10538500000000002 0.10097500000000002 0.089620000000000019 0.10855000000000002 0.11296500000000002 0.24813000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 -5 -9 19 17 14 -13 -14 15 -12 -15 -10 -19 20 21 23 -22 24 25 -6 -27 -28 -26 -18
right_child=1 -3 3 4 9 -7 -8 8 10 -11 11 12 13 16 -16 -17 29 18 -20 -21 22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=0.0029427594404284425 0.0037000020025730958 -0.0036931076741752149 0.0037107385964621404 -0.0030338511806306001 0.0021470333045957384 -0.0033820713494480095 0.0030555503601155244 -0.0036926772907849583 -0.001897572124801897 -0.0028759174154813854 -0.002430012925964281 0.0034030310835507444 0.0021703541444892762 0.0015781847680766698 -0.0036762601093168583 0.0032918950288627798 -0.0037108445896664459 9.0186580370776523e-05 0.0028314055584256733 0.0030642566145237032 -0.0033986364712759645 0.0027744509835780484 0.00061896073157305766 -0.0037114158422203083 0.0035516625625626993 -0.0025063226000017558 -0.0019438966171980629 0.0021928067739295314 0.00040340411150684684 0.00015768532496882728
leaf_weight=0.071703263834934083 0.042647864671381597 0.053664992403355316 0.042404875755893801 0.1582663669541956 0.10839569881863986 0.098618570445978437 0.068472313083475345 0.070535249500609853 0.090933580340788467 0.069431531759619136 0.073444214922346873 0.085603093408280984 0.12170652794883874 0.059924678007519105 0.20412136818049431 0.045316472422201937 0.12885904223003308 0.34411115317925578 0.20045228459639564 0.095074876917351392 0.11545122368261207 0.17930196057568537 0.12659379991237074 0.047880023688776419 0.13406710059643956 0.18127253406055388 0.14356526263509295 0.1411130559463345 0.16166134071681881 0.063287931028753519
leaf_count=69 83 48 19 82 64 61 41 352 27 66 324 11 26 24 920 16 54 60 27 85 29 104 25 14 65 314 26 23 56 6
internal_value=0 -0.000136644 -8.05506e-05 -0.000128538 -0.000177613 -0.00057164 -0.000410033 -0.00055415 -0.000290457 0.000297599 -0.000121192 -0.000764275 0.00039582 -0.000292895 -0.0024148 -0.000246658 -0.00148221 0.000670409 0.00109922 0.000451214 0.000265718 0.00061052 -0.00129736 0.000187844 0.00040242 -0.000332971 -0.000909902 0.000106638 0.00183065 -0.00243666
internal_weight=0 3.45618 3.40251 3.35987 3.31746 1.81365 1.71503 1.64656 1.4883 1.50381 1.41776 0.782263 0.459381 0.373778 0.322882 0.118761 0.252072 0.635497 0.544563 1.43438 1.3393 1.09726 0.242045 0.917955 0.870075 0.574347 0.465951 0.284678 0.295728 0.192147
internal_count=3121 3052 3004 2921 2902 2031 1970 1929 1847 871 1495 1381 121 110 1260 340 84 114 87 805 720 666 54 562 548 427 363 49 121 60
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=1 12 3 50 4 453 2 48 14 3 49 3 123 49 2 1 38 130 4 133 16 52 52 42 4 1 0 16 16 51
split_gain=0.308882 0.214309 0.239829 0.205217 0.191284 0.26029 0.194334 0.273764 0.241084 0.178965 0.239384 0.215975 0.181215 0.170453 0.237334 0.17415 0.147071 0.132317 0.122204 0.158295 0.150897 0.137859 0.20524 0.112338 0.147256 0.110369 0.108154 0.0903576 0.0971587 0.0849488
threshold=0.094385000000000011 -0.064509999999999984 0.31299000000000005 0.07826000000000001 -0.013125 1.0000000180025095e-35 0.090790000000000023 0.12649500000000002 -0.23083499999999998 -0.12018999999999998 0.006170000000000001 0.090900000000000009 1.0000000180025095e-35 0.0034800000000000005 0.11093500000000002 0.080000000000000016 0.10386000000000002 -0.0060099999999999989 -0.080924999999999983 -1.0000000180025095e-35 -0.083539999999999989 -0.080114999999999978 -0.088204999999999992 0.084635000000000016 -0.39518999999999993 0.099195000000000019 -0.23811499999999999 -0.5315899999999999 -0.16927999999999996 -0.054954999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 4 9 17 6 27 8 -8 13 11 12 18 14 15 -1 25 -3 19 -11 -21 22 -20 -22 -25 -2 -23 -6 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 21 20 23 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00081640383425080206 6.1538505457163882e-05 0.00081597919448530025 0.0013672336496702785 -0.0013592499714749318 -0.0007929653556997822 -0.0013810071596090279 -0.00011732552911586949 -0.00059622900910204224 0.0011490106082378217 -0.0013651059868256836 -0.0012677475070011692 0.00024643933631362229 0.00047173330286199796 0.0011134979620201809 0.00098532667767544583 0.00052828696162761943 -0.00034728359787438936 -0.00080435071342939749 -0.0010319740620679291 0.0011037289956140489 -0.0013796897628598587 0.00096022223972519331 0.0010784053647204023 -0.0013971360307171144 0.001098772552608953 0.0012562723623463596 -0.0013704830218363934 0.00041598094504507858 5.9137652952877341e-05 -0.00087756692989476946
leaf_weight=0.60766537408926502 0.18504907021997485 0.10499195999000221 0.23191440544906061 0.31990689356462088 0.31684383610263456 0.20646081177983422 0.38782988779712502 0.3284801892004906 0.95510241782176253 0.16586818393261638 0.50264596680062812 1.0338801878679076 0.29774095327593375 0.27987584524089459 0.29383923707064241 0.24915569060249254 0.19074440584518015 0.77493740743375372 0.22697962506208569 0.19299163875984959 0.13060666901583351 0.038407228421420081 0.13473754911683522 0.065834309585625306 0.12709510269633029 0.60787929518846795 0.74685615261842053 0.60065078607294697 0.441732101375237 0.29710263197193942
leaf_count=65 23 15 62 445 12 16 40 27 118 272 384 61 31 24 10 41 19 238 105 38 75 4 15 6 47 240 555 42 43 48
internal_value=0 0.000146223 2.46202e-05 -0.000306918 -4.59194e-05 9.47755e-05 0.000186336 0.000512184 0.000783301 -0.000240833 -0.000399476 -0.000261408 -0.000508247 0.000165458 -6.51339e-05 -0.00042538 0.000720572 -0.000611015 -0.000667744 -0.000213871 0.000155815 -0.000937775 -0.00024587 -0.000409622 0.000247081 0.000977452 -0.00125649 -0.000142479 1.13886e-05 -0.000317533
internal_weight=0 5.62972 4.64605 5.41409 4.41413 3.5342 3.32774 1.67141 1.34293 5.09418 3.66364 3.161 2.12712 1.43054 1.15066 0.856821 0.983673 0.879929 1.82938 0.682396 0.516528 1.14698 0.361717 0.323536 0.192929 0.792928 0.785263 1.65633 1.33949 0.738835
internal_count=3121 943 661 2178 599 346 330 185 158 1733 1593 1209 1148 140 116 106 282 253 1117 438 166 679 120 128 53 263 559 145 133 91
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 12 3 50 4 47 42 484 1374 0 48 4 151 42 42 376 474 14 2 150 3 151 1 2 2 1 13 2 47 47
split_gain=0.348085 0.247666 0.198019 0.197942 0.19637 0.264713 0.165064 0.174778 0.160549 0.195733 0.157472 0.152476 0.260894 0.164633 0.153613 0.147214 0.141498 0.136203 0.135013 0.154233 0.13357 0.132217 0.232808 0.115169 0.129189 0.113099 0.102057 0.101987 0.0935848 0.157218
threshold=0.094385000000000011 -0.064509999999999984 0.31299000000000005 0.07826000000000001 -0.013125 0.092530000000000015 -1.0000000180025095e-35 -0.0068949999999999992 -0.094929999999999987 -0.23091999999999999 0.12879500000000002 -0.083854999999999985 -0.078754999999999978 0.082250000000000004 0.094725000000000018 0.091135000000000008 0.086870000000000017 -0.46885499999999997 0.090790000000000023 0.10801000000000001 -0.10519499999999998 -0.090369999999999992 0.090965000000000004 0.11704500000000001 -1.0000000180025095e-35 0.13146500000000003 0.090705000000000008 0.089885000000000007 0.086785000000000015 0.10980000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 23 10 15 -8 -9 -10 17 14 21 27 26 16 -1 -6 19 -19 -7 22 -13 24 -3 -22 -11 -14 -2 -30
right_child=1 2 -4 -5 5 20 7 8 9 11 -12 12 13 -15 -16 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011981454578199513 0.0010511582197546146 0.00070220858438582723 0.0012528444795540212 -0.0012485655541468329 -0.0004347779132822986 0.00047184338192844926 -0.0012564361231833046 -0.0012797501910513643 0.0010968621230298182 0.00018884646152648616 -0.00060310200967634479 -0.0012576907951957104 -0.00091007977611808251 -0.0012470970168570127 -0.0006590399264978146 0.00067744065994292167 0.00090454172848215787 0.00062731049050927573 0.00090963355108440128 -0.00053857380674448359 -0.00090428714093929109 0.00082638792261318858 0.0012403826442178847 1.1554478128511352e-05 -0.0011510056505924357 -3.3314367965940134e-05 0.0010318167703714494 -5.243840873799434e-05 -0.00063703108894893896 0.00095331588436627394
leaf_weight=0.55126222532999225 0.57740295722032886 0.066734165302477777 0.19874454697128374 0.31148730815039005 0.21983257529791478 0.2439092833083123 0.20395048841601227 0.16440346237504844 0.22667321411427099 1.0258655270736197 0.22841943521052588 0.15819900724454783 0.31728281255345814 0.43857761409890372 0.26998181751696382 0.092269334942102432 0.054410075361374766 0.4939087047823707 0.98142153467051685 0.27241409476846457 0.58127431737375423 0.36966448393650431 0.090896825771778822 0.34550175978802145 0.45552891856641498 0.38251435244455934 0.28369464440038417 0.66263547161361203 0.16988935263361782 0.22171967994654551
leaf_count=580 235 7 62 445 18 16 227 35 16 87 10 59 58 516 29 6 19 50 129 14 86 42 5 37 209 23 15 39 18 29
internal_value=0 0.000162678 3.90927e-05 -0.000286973 -1.73813e-05 0.00011729 -0.000225967 -0.000133119 -7.59565e-05 -2.44646e-05 0.000374552 -9.47408e-05 -0.000319636 -0.000613642 0.000195324 -0.000786268 -0.00100925 0.000488049 0.000604123 0.000212859 -0.000350498 0.000354366 -0.000346126 -0.000545612 -0.000914204 -0.00055861 0.000371462 -0.00033013 0.000732794 0.000263385
internal_weight=0 5.43922 4.4702 5.22125 4.27146 3.40369 4.90977 4.21183 4.00787 3.84347 2.196 3.6168 2.03726 1.4185 1.57954 0.697942 0.605672 1.96758 1.74774 0.766323 1.2077 0.61876 0.249096 0.867765 0.522263 0.963789 1.30956 0.979918 0.969012 0.391609
internal_count=3121 943 661 2178 599 346 1733 1128 901 866 221 850 719 613 131 605 599 211 193 64 125 106 64 253 216 109 102 97 282 47
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=156 1213 475 151 15 132 129 133 1 3 13 40 1 15 52 1348 45 48 124 43 0 14 131 0 0 457 2 2 150 148
split_gain=0.0465775 0.0473357 0.0646003 0.0470011 0.0552911 0.0533366 0.0692596 0.0574367 0.05532 0.0785193 0.0493606 0.0586968 0.0579609 0.0598527 0.0599051 0.0560875 0.0524147 0.04711 0.0466075 0.0444599 0.0589309 0.0663999 0.0560429 0.0497734 0.0717866 0.044976 0.0500522 0.0603253 0.0442414 0.0406058
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.5225749999999999 -0.47006499999999996 0.079970000000000013 0.085550000000000015 -0.25159999999999993 1.0000000180025095e-35 -0.10519499999999998 -0.084034999999999985 -0.083394999999999983 0.11323000000000001 0.095175000000000023 0.11434500000000002 0.090205000000000021 -0.080359999999999987 0.10445500000000001 0.51890000000000014 -0.51144999999999985 -0.10151999999999999 -0.073394999999999974 0.10340500000000001 0.024095000000000002 0.12113000000000002 -0.0029299999999999994 0.11215000000000001 0.10402500000000002 -0.091839999999999991 -0.081759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 7 -6 9 -7 12 -12 13 14 17 16 -13 29 19 -18 25 -22 23 28 -25 -21 27 -27 -23 -9
right_child=1 3 -4 4 5 8 -8 10 -10 -11 11 15 -14 -15 -16 -17 18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0034062467373081372 0.0034202684766123466 -0.0029678736694292028 -0.0030731233378064665 0.0034125410729342427 -0.0027964560586735089 0.002266030867573141 -0.0032445503878750885 -0.0026834715766118973 0.0030576751761404314 -0.0034133498610357037 0.0027221717472001275 0.0034435636094267228 0.0025404306179414361 -0.0034478197148416511 -0.0019049429670842616 0.0030624680307349554 0.0013399853627702541 -0.0024319783712799495 0.0032510753887487536 -0.0020788299041079304 0.0016848845808192698 0.0031549244330290739 0.0020747222092983813 0.0019747184475841623 -0.0020250620139456339 9.4299222251757538e-05 -0.0014482325839895748 0.0028604990391613975 -0.0031536976413392885 0.0016478743973044805
leaf_weight=0.04771560527297003 0.021138777956366539 0.058416746949661813 0.11002902133259418 0.057665199568874725 0.082001467193552613 0.065908766409847885 0.077705000054265727 0.026604111462802393 0.13331251826457446 0.04920843819672871 0.07680946115579379 0.039970328682106149 0.17412006397353252 0.045210961949123885 0.092140753711646539 0.055416785311535821 0.13037354445987537 0.040544318175307126 0.037659027613699325 0.12353505194187164 0.070204786534308505 0.013386139835351085 0.040535210213420214 0.071192936065926915 0.19195971652152366 0.52888540392086958 0.18256201209442224 0.11026642356591765 0.33080606643486044 0.42887359860833685
leaf_count=163 4 47 486 104 129 12 142 14 110 121 75 8 106 30 60 22 26 24 6 32 35 8 54 54 75 113 35 24 709 293
internal_value=0 -2.20091e-05 -0.00202666 5.68287e-05 0.00011075 5.16055e-05 -7.50259e-05 1.01048e-05 0.00156588 -0.000161699 9.19751e-05 -0.000194217 0.000802078 0.00032419 0.000614137 -0.000310478 -0.000410363 0.00108208 -0.000494476 -0.000573114 -0.000723065 -0.00145775 -0.00179829 -0.00205678 -0.000942967 -0.000164941 0.00012279 0.000571524 -0.00290835 0.00139488
internal_weight=0 3.46644 0.131168 3.33527 3.27686 3.21919 2.97076 2.89306 0.24843 0.115117 2.81106 2.00356 0.807494 0.633374 0.588163 1.92675 1.87134 0.496022 1.83137 1.79371 1.66333 0.718085 0.64788 0.607345 0.263153 0.945249 0.821714 0.639152 0.344192 0.455478
internal_count=3121 2958 490 2468 2421 2317 2074 1932 243 133 1803 1276 527 421 391 1201 1179 331 1171 1165 1139 935 900 846 129 204 172 137 717 307
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=2 14 1 4 3 133 47 4 1374 128 1426 50 42 151 14 15 0 106 4 155 16 52 4 150 4 16 1 15 4 159
split_gain=0.0441126 0.050824 0.0449222 0.0732938 0.0867193 0.0645756 0.0567866 0.0821759 0.0656229 0.0659155 0.0624576 0.0621951 0.0501517 0.0499661 0.0484621 0.0501723 0.0487122 0.0437436 0.0494189 0.0428087 0.0442392 0.0439888 0.0383296 0.103128 0.0633887 0.0381757 0.0599425 0.0494717 0.0376699 0.0454816
threshold=0.17025000000000004 0.076175000000000007 0.077565000000000009 -0.083854999999999985 0.10732000000000001 0.10622000000000002 1.0000000180025095e-35 -0.17966999999999997 -0.094929999999999987 0.085955000000000018 -1.0000000180025095e-35 0.096640000000000018 -0.088934999999999986 -0.5225749999999999 -0.22253999999999999 -0.15026499999999995 -0.11756999999999999 0.090450000000000016 0.26790000000000008 0.084785000000000013 -0.5315899999999999 -0.24164999999999998 0.0052350000000000009 0.088985000000000009 -1.0000000180025095e-35 -0.056919999999999991 0.11588000000000001 -0.055554999999999993 -0.49405499999999997 0.091530000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 -10 13 -1 -12 -8 -16 -17 18 19 20 -15 -22 23 24 -23 26 -18 -27 -14 -30
right_child=-2 -3 6 4 -6 -7 14 8 9 -11 11 -13 28 17 15 16 25 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00387624765173855 0.003091374791993192 -0.0026626963241263139 -0.0029131467623307087 -0.0028987777228951304 0.0011108982908639839 -0.0038884257863152378 -0.0037948252263669308 -0.0012564853703651308 -0.0039546865735542742 -0.0029248728471025164 -0.0028597520475155914 -0.0014956511306753544 -0.00065541399918352973 -0.0038850286896935302 0.0019045654628501863 -0.0028967206507151105 -0.00069846837589609793 -0.0025711064712389499 0.0036961230106316734 -0.0024954583697908948 -0.0022439920929198053 0.0029911785143376872 0.0036643118505795018 -0.0021853451758637927 -0.0032327306161718024 -0.0037368549742875035 0.0035058752396963907 5.9502368822561482e-05 0.0024211006595664109 -0.0013424853705209883
leaf_weight=0.033932363598978554 0.063967493186282698 0.11367945932579449 0.087629033805569745 0.32582394758810573 0.10577948085847311 0.05157051992318884 0.064423854346387088 0.17709545185789477 0.030829082774289085 0.053421456466821726 0.032108442042953822 0.088604723270691577 0.14428045137174195 0.019201182061805877 0.12451099745521788 0.12645103232352994 0.12412038480033516 0.029839720640666201 0.2343812917588366 0.034861327389080543 0.033746340457582402 0.33139903653500324 0.1992401556490222 0.084714786236872897 0.026137031672989641 0.078898654370277654 0.084303331968840212 0.14279096576137806 0.25524509075239721 0.058416984446012066
leaf_count=87 70 98 127 1260 12 73 31 26 5 79 8 110 26 3 37 29 63 15 216 8 12 273 39 57 25 91 26 64 137 14
internal_value=0 -0.000134702 -4.44371e-05 -0.000732325 -0.00191607 0.000207801 0.000259236 0.000699613 0.000929758 0.00125281 0.00144772 0.00159719 0.000637269 0.00186438 -0.000605104 -0.000303384 -0.000797333 0.00201706 0.00215913 0.00166517 0.00187404 0.0020378 0.00226305 0.00163176 0.00253619 -0.000180124 0.00100211 -0.00129161 0.000971709 0.00172016
internal_weight=0 3.29744 3.18376 0.975049 0.431603 0.543445 2.20871 1.46321 1.37558 1.19848 1.14506 1.11423 0.491875 1.02563 0.745499 0.681075 0.556564 0.993521 0.963681 0.7293 0.694439 0.675237 0.641491 0.442251 0.357536 0.430113 0.208424 0.22169 0.457943 0.313662
internal_count=3121 3051 2953 1609 1272 337 1344 1003 876 850 771 766 264 656 341 310 273 648 633 417 409 406 394 355 298 244 89 155 177 151
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 15 43 47 146 376 151 132 42 160 457 16 43 0 474 12 13 2 160 41 2 0 49 4 42 43 4 42 4 457
split_gain=0.214831 0.252871 0.175794 0.167563 0.199128 0.160296 0.143722 0.140903 0.264984 0.184183 0.172326 0.17631 0.209158 0.20699 0.157183 0.13533 0.13351 0.1332 0.154556 0.166874 0.14201 0.126397 0.114712 0.114549 0.111091 0.0957613 0.0913961 0.0965464 0.169267 0.090354
threshold=0.11588000000000001 0.084050000000000014 0.24789500000000006 0.13283000000000003 0.12035500000000002 0.048375000000000008 0.16421000000000002 0.079970000000000013 -1.0000000180025095e-35 -0.098904999999999979 -0.0029299999999999994 0.26676500000000009 -0.093959999999999988 0.15398500000000004 -1.0000000180025095e-35 0.078300000000000008 -0.28558999999999996 0.090425000000000019 0.10210000000000001 0.078065000000000009 0.11263500000000001 -0.18901999999999997 0.0065400000000000015 0.40124500000000002 -0.088934999999999986 -0.51144999999999985 0.24564500000000003 0.097640000000000018 0.055260000000000011 -0.15747999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 16 8 -1 -10 29 13 -13 14 -12 -9 -3 18 19 22 -19 -22 -16 -17 -7 -18 27 28 -2 -11
right_child=3 6 -4 -5 -6 24 -8 15 9 10 11 12 -14 -15 17 23 25 20 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014183509445883592 0.0008193641968588536 0.0014228169297753513 -0.0015995200620448089 -0.00038625436784968332 -0.0014963104658560792 -0.00064769645136530723 0.0015401839623498462 0.0013152643595704743 -0.00124357504515464 0.00077920408354430399 -0.0016904908392512226 0.00089274440198476763 -0.0015994951215374533 -0.0010538878092154608 0.00060063096212484811 -0.00095914250198379347 0.00020792946311839995 0.0010056954390181266 -0.0015753907563322712 -0.0014324774043786334 -0.0012067297237142454 0.00058605278874921708 -0.0011399049678759 0.0013933103129169422 0.0012793362782829417 -0.0015621395830999691 0.0012113689846281249 0.0013233735890723014 -0.0010642732677797224 -0.0012264495304527348
leaf_weight=0.40633547007746518 0.28082804117002547 0.045892979833297431 0.18509694806562027 0.51476210169494141 0.099680689629167207 0.094466896960511804 0.051295525452587754 0.31740751018514846 0.3188283718554884 0.065623884613160044 0.090965506336944002 0.11842281371355057 0.28679587968508702 0.28515459119807918 0.97289173185708955 0.17022161121712998 0.086334349063690752 1.1740663001328355 0.13152988426736545 0.13438294531078998 0.15283368167001754 0.27223810236318957 0.1043562219638261 0.073881170712411404 0.35158165416214604 0.64009280390746415 0.70437784199020825 0.20070271554868668 0.20572926377644762 0.37753798317862663
leaf_count=237 85 3 103 39 4 11 4 42 163 16 17 3 189 16 158 120 20 157 27 23 15 44 100 9 83 1000 225 25 37 146
internal_value=0 -0.00019664 -8.55891e-05 0.000389831 0.000657714 -3.80897e-05 -0.00101705 -0.000112463 -0.000198379 -8.78667e-05 5.63936e-07 0.000111248 -0.000871153 0.000231211 0.000352022 0.000636048 -0.0011869 0.000415169 4.89005e-05 0.000225227 0.000722808 -5.85385e-05 0.00043202 -0.000247139 0.000871217 -0.00135177 0.000812003 0.00040269 2.29126e-05 -0.00092945
internal_weight=0 6.90823 6.08462 2.00608 1.49132 5.89952 0.823616 5.45347 4.89196 4.48563 4.1668 3.72364 0.405219 3.31842 3.03326 0.56151 0.77232 2.9423 1.34316 1.21163 1.59914 0.425072 1.07725 0.244103 0.446049 0.726427 1.39164 0.68726 0.486557 0.443162
internal_count=3121 2706 1679 415 376 1576 1027 1482 1311 1074 911 749 192 557 541 171 1023 524 308 281 216 59 258 129 94 1020 372 147 122 162
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1425 15 142 50 11 403 132 133 38 13 453 160 1 49 124 13 52 39 42 43 4 448 16 3 0 16 1374
split_gain=0.0446463 0.0432381 0.0544514 0.0430146 0.0493409 0.0542647 0.0568908 0.0522296 0.0478987 0.0468386 0.0619074 0.051797 0.0571777 0.0623614 0.0577218 0.0721944 0.0736809 0.0561482 0.0542049 0.0449426 0.042889 0.0675258 0.0505717 0.060995 0.0526594 0.0515821 0.0538227 0.052414 0.0441985 0.0576853
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 -0.24436499999999997 -0.073359999999999995 0.11843500000000001 0.087830000000000005 -0.083259999999999987 0.079970000000000013 -0.25159999999999993 1.0000000180025095e-35 -0.084034999999999985 1.0000000180025095e-35 -0.082179999999999989 0.098220000000000016 -0.10774499999999999 -0.043384999999999993 -0.53104499999999988 0.13796000000000003 0.16946000000000003 -0.11051499999999999 -0.25681499999999996 -0.031404999999999995 -0.050549999999999991 -0.073849999999999985 -0.52915999999999996 0.12500000000000003 -0.25582999999999995 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -3 19 8 -6 10 -10 12 14 17 -12 16 -16 -14 -18 -7 21 -19 -23 25 -25 27 -27 -24 -26 -30
right_child=1 3 -4 -5 7 6 -8 -9 9 -11 11 -13 13 -15 15 -17 18 20 -20 -21 -22 22 23 24 28 26 -28 -29 29 -31
leaf_value=-0.0019953698233336971 0.0031113096312886885 -0.0028659754067140884 -0.0027411170293404666 -0.0031562772150106728 -0.002630094468359758 0.0027806766187460632 -0.0014905754835953873 -0.0021568915728060558 -0.00311023801594639 0.0016346321477786498 -0.0017069419247909147 -0.0024213431220810218 0.002193930830316256 -0.0029552835393858155 -0.0026907222762851709 0.0030401903191379603 -0.0022846384218789318 -0.0031219664566075824 0.0015584138061341085 -0.0013422872555381121 0.0031255288909330945 0.0017258142002017417 0.0014614456925934431 0.0029594069877195159 -0.0014862869185368239 0.0016470295923395116 -0.0027059202648302577 -0.0031316469851202693 -0.0011297675271965978 0.0010201223455487743
leaf_weight=0.11005314023714197 0.01803269237279892 0.027535255852853879 0.098804752312390387 0.038848132668135693 0.06130227137510047 0.21174740156857419 0.045473399513866752 0.104615021165955 0.059010064678662988 0.18645548952008528 0.068946264711485128 0.075427111340104491 0.10467659979986299 0.0714569886258688 0.056317194746952737 0.16234046302270144 0.03968144953250885 0.074110452729659548 0.31208319140023699 0.028811224125092849 0.037154118210310005 0.13312645626865927 0.093440751861635363 0.06111930872066651 0.15738556300493911 0.031221666838973761 0.21402717326054954 0.03199101728387177 0.17174084460566874 0.39519960009689803
leaf_count=288 4 4 457 75 352 212 14 72 146 141 133 22 77 42 21 92 6 72 165 14 15 28 75 30 50 4 232 4 25 249
internal_value=0 1.12142e-05 -0.00183785 8.19255e-05 0.00012363 0.00128659 0.00168634 -1.12894e-05 7.51015e-05 0.00014047 2.19423e-05 0.000102603 0.000188511 -0.000128295 0.000969741 0.00129327 0.000598319 5.91203e-06 0.00112489 0.00228688 -0.000157624 -0.000247095 -8.18384e-05 -0.000289987 0.000198717 -0.00132552 -0.00215176 0.00028999 -3.42324e-05 0.000368865
internal_weight=0 3.17208 0.116837 3.05524 3.0164 0.313567 0.286032 2.70283 2.59821 2.53691 2.35046 2.29145 2.21602 1.57665 0.639369 0.570422 0.408082 1.50519 0.351765 0.240559 1.40052 1.36336 1.28925 1.15613 0.785445 0.370681 0.245249 0.125432 0.724326 0.56694
internal_count=3121 2833 461 2372 2297 244 240 2053 1981 1629 1488 1342 1320 903 417 284 192 861 171 226 784 769 697 669 354 315 236 79 324 274
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=1 47 12 480 4 48 50 2 51 0 3 4 150 133 52 4 52 12 4 16 159 0 52 159 4 2 52 52 4 51
split_gain=0.386479 0.259798 0.312036 0.239027 0.23215 0.208915 0.254852 0.243327 0.216717 0.180233 0.192051 0.177297 0.138304 0.135707 0.12546 0.140875 0.260624 0.121904 0.11631 0.11922 0.112294 0.108231 0.135687 0.107095 0.147548 0.28683 0.102531 0.187679 0.0983011 0.0973502
threshold=0.094385000000000011 0.086785000000000015 -0.040564999999999997 -1.0000000180025095e-35 -0.033174999999999989 0.12879500000000002 0.11843500000000001 0.090790000000000023 -0.076794999999999988 -0.060129999999999996 0.090900000000000009 0.40124500000000002 0.10801000000000001 0.10622000000000002 0.11434500000000002 -0.49405499999999997 0.10347000000000002 0.084100000000000022 -0.080584999999999976 -0.083134999999999987 0.083335000000000006 -0.062294999999999996 -0.26636999999999994 0.092630000000000018 -0.065794999999999979 0.10097500000000002 -0.078224999999999975 -0.088204999999999992 0.0067750000000000006 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 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 20 6 7 12 -9 10 11 17 -6 14 15 16 -11 18 19 -1 -4 -3 -23 24 -17 -26 27 28 -20 -12
right_child=1 21 4 -5 5 -7 -8 8 -10 13 29 -13 -14 -15 -16 23 -18 -19 26 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00059752289813266119 -0.0013509096902575124 -0.0006690608331545759 -0.00098663325245884788 0.0012270181097464577 0.00029003138226079014 -0.00090159850806311457 -0.0013172193947698007 -0.00055019845750956496 0.0010556393261294602 -0.001328601601289838 0.0002209992524225423 0.0013138839725150863 -0.00080949026415572827 -0.0011831286716886 -0.0010576182098557541 0.00076791213672525551 0.00068878397666919159 -0.0012574005061885651 -0.0013186070195857233 -0.0010668491750685752 0.00056820905196731171 -0.00050079958369765153 0.00090507404608462696 -0.00058808869964324206 0.0013306581021302075 -0.0013600543006159304 -0.0011935013448219037 0.0011989849706983931 0.00024727947331326514 -0.00075786661639600265
leaf_weight=0.19449922165949829 0.06850840337574482 1.6608046735636892 0.58499777290853749 0.51699551659112364 0.46921026453492221 0.31165111577138294 0.16229982720687974 0.16895191359799433 0.86508634118945238 0.32113879453390826 0.4064150487538426 0.057369076181203016 0.32615123584400862 0.27163195353932668 0.2488454011036082 0.58801812806632359 0.16205405443906784 1.4439588358363833 0.23330472983070649 0.11529015365522344 0.090164394932799041 0.31033640209352598 0.18387437530327577 0.23613098636269569 0.10558069963008199 0.18062731195823289 0.77570864267181727 0.095582318725064286 0.094835112278815359 0.29484722472261637
leaf_count=18 3 168 174 246 49 11 20 15 160 62 25 5 16 44 32 31 4 1539 56 70 16 35 30 19 7 49 167 9 18 23
internal_value=0 -0.000155052 5.9885e-05 0.000925381 -0.000110251 8.57719e-05 0.000240271 0.000378447 0.000793261 -0.000629637 -0.000801784 -0.000944158 -0.000160846 -0.000327382 -0.000201216 -6.74821e-05 -0.000652007 -0.000988023 -0.000730293 -2.18841e-05 -0.000778992 -0.000510519 2.2265e-05 0.000186885 0.000396208 -0.000367464 -0.000913262 -0.000400226 -0.000866053 -0.000190567
internal_weight=0 5.71903 3.56402 0.585504 2.97851 2.30335 1.9917 1.8294 1.03404 5.82584 3.71181 3.01055 0.795362 2.11403 1.8424 1.59355 0.483193 2.95318 1.50922 0.309789 0.675162 2.15502 0.494211 1.11036 0.874226 0.286208 1.19943 0.423722 0.32814 0.701262
internal_count=3121 943 710 249 461 271 260 240 175 2178 1930 1882 65 248 204 172 66 1877 338 88 190 233 65 106 87 56 250 83 74 48
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=484 150 160 1 15 151 146 1 42 13 160 457 42 52 49 457 9 51 0 42 133 12 4 457 16 40 49 1 51 0
split_gain=0.0421213 0.0643283 0.045623 0.0467871 0.0590327 0.0563134 0.0552391 0.0523279 0.0579422 0.0518657 0.0531596 0.0511781 0.0520867 0.0587561 0.0638886 0.0575364 0.0616062 0.0515419 0.0492511 0.0493528 0.0488665 0.0426259 0.0420196 0.0415643 0.0399092 0.0391051 0.0327298 0.0420715 0.0521203 0.0387151
threshold=-0.0068949999999999992 0.094605000000000009 -0.40698999999999991 0.11323000000000001 0.095175000000000023 0.16421000000000002 0.12035500000000002 0.11181500000000001 -1.0000000180025095e-35 -0.53104499999999988 -0.091944999999999985 -0.0029299999999999994 0.091735000000000025 0.11008000000000001 -1.0000000180025095e-35 0.5717850000000001 0.081890000000000004 -0.082744999999999985 -0.23001499999999997 -0.39990999999999993 -0.25159999999999993 0.051320000000000005 -0.51843499999999987 -0.14786499999999997 0.25084500000000004 -0.0095299999999999985 -0.088694999999999982 0.094465000000000007 0.08955500000000001 -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 25 24 4 7 -6 18 8 21 -10 -11 23 15 14 -14 16 17 -13 -5 -20 -21 -4 -19 -12 -2 -1 -24 28 29 -28
right_child=2 -3 3 6 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 -18 22 19 20 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011892818957539215 -0.0029160661328096029 0.002020286373332555 -0.00035171985194939153 -0.0020525064748914052 -0.0031698652367692136 0.0030274300958697108 -0.0030401962472954682 -0.0018761244969369814 -0.0024394051544179697 -0.0025163216938481419 0.0018155880953074726 -0.00062056647460236752 0.0019078325483044749 0.0031176818558277123 -0.0031700538832070608 -0.0029213201320718611 -0.0021019051872962283 -0.0029594504006891114 -0.0017113181355028699 -0.0019444489557300009 0.0018285353950786918 -0.0031610218988659933 -0.00039807938179949775 -0.0022006632599357446 0.0031999499960803576 -0.0029590275104312176 0.0031183484814451094 0.0029400546383046592 -0.0016469824305364216 0.0011982182761117992
leaf_weight=0.028214106874656864 0.086476686717106399 0.045090214283845853 0.16627430769585982 0.049763810253352858 0.10743008134159016 0.017869166025775485 0.036568201147019863 0.14459713418182207 0.066461406269810452 0.059765129275548889 0.035548716707126005 0.12911721449018054 0.035027221878408454 0.030604904719439219 0.099248199327121367 0.037693939404562005 0.058425320967216865 0.021145141741727103 0.052343328017741442 0.038504381402162835 0.5239940462506637 0.085431652971237781 0.075554202940112281 0.11098767362637052 0.012798254480003379 0.14988999322395136 0.14437002377235386 0.25158626191114308 0.054327585630744579 0.45718288440547317
leaf_count=15 237 19 91 12 211 4 3 31 12 72 24 157 28 10 192 7 42 11 6 14 369 572 28 73 2 469 20 118 23 249
internal_value=0 -0.00142871 2.70342e-05 0.000101053 -0.00013175 -0.00228606 0.000827727 -9.27481e-07 0.000140387 0.000358659 0.000474844 0.000590865 0.000781851 -0.000924184 -0.00184543 0.00101065 0.00113502 0.0013019 0.00104055 0.00129089 0.00157027 -0.00130523 0.00154909 -0.00122635 -0.00212761 -0.00230188 0.00164607 0.00181627 0.0013852 0.00165904
internal_weight=0 0.223194 2.9891 2.88982 2.18865 0.125299 0.701174 2.06335 1.91875 1.66705 1.60058 1.54082 1.39428 0.16488 0.134275 1.2294 1.19171 1.13328 0.664606 0.614842 0.562498 0.251706 1.00417 0.146536 0.0992749 0.178104 0.983021 0.907467 0.65588 0.601553
internal_count=3121 503 2618 2379 1975 215 404 1760 1729 1066 1054 982 885 230 220 655 648 606 401 389 383 663 449 97 239 484 438 410 292 269
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=123 484 1 14 48 1 42 42 3 160 148 13 49 148 124 12 159 16 2 12 52 475 0 52 1374 457 1 42 4 3
split_gain=0.278745 0.240107 0.210333 0.199382 0.186902 0.228649 0.255448 0.203835 0.219135 0.2021 0.16963 0.160789 0.177202 0.143981 0.142311 0.138902 0.128893 0.125042 0.123599 0.137338 0.122079 0.11089 0.109062 0.13943 0.102547 0.160491 0.101184 0.0993913 0.0981605 0.111855
threshold=1.0000000180025095e-35 -0.0068949999999999992 0.13686500000000004 0.076175000000000007 0.12737000000000001 0.10752500000000002 -1.0000000180025095e-35 0.084050000000000014 -0.10023499999999998 -0.091944999999999985 -1.0000000180025095e-35 -0.53104499999999988 -0.087004999999999985 -0.078044999999999989 -1.0000000180025095e-35 0.11734000000000001 -0.50206999999999991 0.042200000000000008 0.113445 0.10345000000000001 -0.26636999999999994 -0.082139999999999991 0.22582000000000002 -0.10286999999999999 -0.094929999999999987 0.045365000000000009 0.10612500000000001 -0.088934999999999986 -0.076779999999999987 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=1 10 3 4 5 6 21 9 -9 -8 -1 -11 -13 -7 27 17 -10 -15 19 -19 -4 -3 23 26 -25 28 -14 -2 -26 -30
right_child=14 2 20 -5 -6 13 7 8 16 11 -12 12 22 15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0010625377559390914 -0.00037861333859573481 0.00052456897273455024 -0.00052625567027946051 -0.0012285854101154576 -0.00091365342229335431 -0.00081820630068372968 -0.00097613814321153701 -4.2785972613040299e-06 0.00073763256908091054 -0.0012248259255212663 -0.00097504871099513511 -0.00054765431852331727 -0.0010651322542523244 0.00082180201854312239 -0.00029213009066720577 -0.00047844776151694402 -0.0011918712297507472 -0.0011998256113234199 0.0010999256147169977 0.00057548850731410184 0.00094294960036776277 -0.0011221722625494451 0.0012371661109208357 -0.00033310966976200622 0.0006930533335529935 0.0012167252579370952 0.00090803360533520171 0.00094290716686791824 -0.00037560992334108225 0.00050769908409467818
leaf_weight=0.063929052470484748 0.092721120192436501 0.066051729343598709 0.10037292190827429 0.23051740023947775 0.37968305608956132 0.14083129144273687 0.23714747956546522 0.63456236466299543 0.054451651012640268 0.11295381508534852 0.67003369174199079 0.3624074715189648 0.16958585889369882 0.92849912865494821 0.23118367450661104 0.20075114187784482 0.53866694602766363 0.14821456151548773 0.10236982515198179 0.1073064460651949 0.41394890393712547 0.50492683429911167 0.18259980529546727 0.25343267602147745 0.54320126958191517 0.33975970896426577 0.047525959584163502 0.65954630565829575 0.43694793808389798 0.38539490895345807
leaf_count=16 17 22 9 68 44 9 52 48 22 7 473 34 97 129 54 14 746 40 23 9 111 672 7 25 32 33 17 194 76 21
internal_value=0 -0.000144701 -8.1834e-05 -0.00013524 -9.85927e-05 -5.0965e-05 -0.000180596 -8.08324e-05 -0.00049245 8.37205e-05 -0.000797572 0.000172415 0.00023042 0.000336791 0.000527987 0.000446168 -0.00101473 0.000590461 -9.7203e-06 -0.00045428 0.000656226 -0.000931675 0.000349982 0.000275528 0.000376255 0.000481676 -0.000633205 0.000780022 0.000298789 3.83571e-05
internal_weight=0 8.35607 7.62211 7.10779 6.87727 6.49759 4.86962 4.29864 1.22768 3.07096 0.733963 2.83381 2.72086 1.62797 0.983451 1.48714 0.593119 1.28639 0.357891 0.255521 0.514322 0.570979 2.35845 2.17585 1.95874 1.7053 0.217112 0.752267 1.36554 0.822343
internal_count=3121 2856 2367 2247 2179 2135 1911 1217 816 401 489 349 342 224 265 215 768 201 72 49 120 694 308 301 187 162 114 211 129 97
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=31 2 123 48 51 150 15 484 8 41 1429 156 1213 457 0 0 43 45 43 48 376 133 15 51 1 3 2 43 1 3
split_gain=0.0409999 0.0462448 0.0491601 0.0511455 0.065397 0.0544837 0.0521186 0.0439047 0.044343 0.0407897 0.0419202 0.0419469 0.0458684 0.0374481 0.0422297 0.0718191 0.0408943 0.0537055 0.049544 0.0477613 0.0459104 0.0461436 0.0387096 0.0366888 0.0486468 0.0543392 0.0497358 0.0404022 0.0370384 0.0364443
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 0.12649500000000002 0.13705500000000001 0.081835000000000019 -0.033689999999999991 -0.0068949999999999992 0.088180000000000022 0.078475000000000017 0.084545000000000009 0.083310000000000009 -1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 -0.080359999999999987 0.21122500000000002 0.11270000000000001 0.31615500000000002 0.089595000000000022 -0.095869999999999983 0.11508500000000001 0.10587000000000001 0.11924500000000002 0.10097500000000002 -0.083684999999999996 0.11323000000000001 -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 7 3 5 -5 23 -7 -2 9 10 11 12 -9 -14 22 -16 20 -18 19 -19 21 -17 -15 24 26 -26 -3 -28 -27 -13
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 29 13 14 15 16 17 18 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.0035583435195040997 -0.0029214708125289194 0.0019536593403316738 0.0027866188890754468 -0.0032791090924767048 0.0005359761429155742 0.0031834435384880655 -0.0011595903807933427 -0.0035442942574628027 0.0032292394389117495 -0.002701899288715834 0.0020036627894007147 0.0017210760697503491 -0.0026375441496937053 -0.00041910653223091346 -0.003524307327571819 0.0016718167010228862 0.0035859653152654145 -0.0028337589652418465 0.0027644884850938551 0.0035684753951097021 -0.0035722183596187326 -0.0030954811576546963 0.001582166115081722 -0.0025161926349674597 0.003140361940067931 -0.0017171516549174706 0.00080445818034595321 -0.0015554777233893521 0.0017116616262397623 -0.0035494059305756429
leaf_weight=0.038279531458102034 0.089826467975399615 0.097674675575035286 0.096614761758246348 0.11181992358979176 0.11293505446519703 0.15013713154621655 0.044883653135912027 0.05233434711590268 0.041445051792834309 0.096659349215769796 0.090315139308586256 0.020091465274163056 0.071999601064817287 0.20446468816953711 0.09057776211375268 0.24778406159748523 0.026553070172667725 0.18559379601447323 0.027067897382949013 0.015812932513654232 0.027957102749496698 0.028288209325182834 0.29559846433403392 0.061496339752920903 0.13316417367968825 0.075443100300617516 0.13005361629257073 0.29993769526845449 0.082452537379140267 0.089455238923619507
leaf_count=86 384 60 104 38 29 103 26 383 40 71 87 9 69 41 160 149 2 345 45 2 3 83 57 56 102 11 79 291 47 159
internal_value=0 -0.000123953 0.000352944 0.000172075 -0.0013621 0.00049276 0.0021839 -0.00051532 -0.000381241 -0.000476517 -0.000330574 -0.000482945 -0.000302393 -0.000163519 -8.58329e-06 -0.000603203 -0.000129929 -0.0011742 -0.00172742 -0.0023311 0.00074603 0.00118333 0.00076389 0.000118072 0.000315938 0.00147656 -0.000324259 -0.0008417 7.33624e-05 -0.00258277
internal_weight=0 3.09844 1.39661 1.3 0.224755 1.07524 0.195021 1.70182 1.612 1.57055 1.47389 1.38358 1.27403 1.2217 1.1497 0.649635 0.559057 0.255028 0.228475 0.201407 0.304029 0.276072 0.500063 0.880222 0.818726 0.29106 0.527666 0.429991 0.157896 0.109547
internal_count=3121 3035 946 842 67 775 129 2089 1705 1665 1594 1507 1339 956 887 789 629 394 392 347 235 232 98 646 590 160 430 370 58 168
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=156 1 1374 484 0 16 13 51 151 47 2 52 44 4 49 474 159 42 160 43 47 48 3 150 151 4 51 1 16 12
split_gain=0.0390787 0.0389594 0.049685 0.0467804 0.0625662 0.0517943 0.0518423 0.0474247 0.0403827 0.0398491 0.053821 0.051331 0.0508957 0.0571189 0.0486796 0.0448082 0.0456211 0.0402539 0.043107 0.0717363 0.0679014 0.0476448 0.0501352 0.0460865 0.0398443 0.0537224 0.0473819 0.0459767 0.0436033 0.0532488
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -0.23001499999999997 0.0057500000000000008 -0.49353499999999995 -0.097539999999999974 -0.5225749999999999 0.13148500000000005 0.14753000000000002 0.12603000000000003 0.083555000000000018 -0.17966999999999997 0.065470000000000014 -1.0000000180025095e-35 0.08154500000000002 -0.12995999999999999 -1.0000000180025095e-35 -0.073404999999999984 0.092530000000000015 0.12879500000000002 0.090900000000000009 0.088040000000000021 -0.08236499999999998 -0.080924999999999983 -0.094454999999999983 0.083135000000000014 -0.29154999999999992 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=-1 2 -2 -4 -5 6 -6 -7 -3 10 12 -11 13 -10 15 -15 17 -17 -19 -20 21 22 23 -21 27 28 -27 -8 -26 -30
right_child=1 8 3 4 5 7 24 -9 9 11 -12 -13 -14 14 -16 16 -18 18 19 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0037780252784322451 -0.0038219570072033486 -0.0031141168525121539 -0.0037905305595709697 0.0022316039947808085 0.003618240032586692 -0.0037822399160298914 -0.0023212907648980747 0.00068183270677773611 -0.0030021471396767647 -0.0027196143269945564 0.0037870931578602145 0.0012458010047622094 -0.003369652781560162 -0.0038416439800762858 0.003377418364481642 -0.003000626304915465 0.0030159242247947398 -0.0016204049742318373 0.002996901104481353 0.0022939015634528834 -0.0022994972402083503 -0.0017242618960501628 0.003430217447960268 -0.0012364072512530972 0.0038164275515793281 0.0023906311584023189 -0.0035008146481859711 0.0023403979376524948 0.00039096366468253945 -0.0038002331533835668
leaf_weight=0.040166731062527439 0.060572832127946064 0.045485805458156281 0.053462033221876815 0.13638351781992253 0.030339346354594454 0.036312496722530341 0.050503517799370568 0.51033763404757337 0.056697320760576431 0.11421597658772942 0.077370571671053656 0.078434704686515033 0.045637735034688265 0.030921757715986598 0.10118514638452314 0.044945469067896981 0.11412575753274723 0.10264040144465914 0.18812754292412071 0.10102722294687094 0.11380320208991179 0.075459570158272982 0.13033815982635133 0.11006265536343562 0.028721709735691547 0.021086718432343443 0.24993010598518484 0.074737541766808135 0.11494683575256204 0.069163564058726479
leaf_count=163 38 19 354 28 5 117 70 185 87 31 100 24 13 12 47 13 129 78 134 82 36 7 63 22 3 16 726 36 62 421
internal_value=0 -3.01263e-05 -0.000476544 -0.000329268 -0.000189342 -0.000467719 -0.00119696 0.000385296 0.000388878 0.000496176 0.000734889 -0.00110516 0.000540521 0.000693131 0.000881433 0.000631736 0.000772808 0.000477336 0.00066763 0.00099434 0.000284441 0.000989812 0.00158965 0.000453192 -0.00143681 -0.00192794 -0.00304243 0.00046057 -0.000508773 -0.00118352
internal_weight=0 2.96698 1.4365 1.37593 1.32246 1.18608 0.639429 0.54665 1.53048 1.48499 1.29234 0.192651 1.21497 1.16933 1.11264 1.01145 0.98053 0.866404 0.821459 0.718818 0.530691 0.416888 0.341428 0.21109 0.60909 0.483849 0.271017 0.125241 0.212832 0.18411
internal_count=3121 2958 2061 2023 1669 1641 1339 302 897 878 823 55 723 710 623 576 564 435 422 344 210 174 167 104 1334 1228 742 106 486 483
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=39 52 52 147 1 14 376 47 403 48 448 40 1 1374 457 52 4 3 133 52 43 12 4 2 42 1375 151 0 0 42
split_gain=0.0374458 0.0489189 0.0429376 0.0543018 0.049574 0.0586959 0.0445502 0.0478317 0.0507521 0.040327 0.043441 0.0420755 0.0469262 0.0513619 0.0488862 0.0656935 0.0502247 0.0866791 0.060479 0.0470889 0.0416729 0.0411765 0.0419108 0.042267 0.0352368 0.0372473 0.0354746 0.0344476 0.0339824 0.0337122
threshold=0.16946000000000003 -0.24456499999999998 0.19022000000000003 1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 0.048375000000000008 0.11893500000000001 0.090990000000000015 -0.064549999999999982 -0.065209999999999976 -0.08292999999999999 0.094465000000000007 -0.094929999999999987 -0.0029299999999999994 -0.061194999999999992 -0.080924999999999983 0.090900000000000009 0.099660000000000012 -0.088204999999999992 -0.087324999999999986 0.084100000000000022 -0.49013999999999996 0.086885000000000004 -0.11051499999999999 -0.43996499999999994 -0.088934999999999986 0.22582000000000002 -0.23091999999999999 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 4 -4 5 6 7 8 9 -3 -11 -12 13 -13 -15 19 18 27 21 20 -16 -17 -23 -24 -14 -26 -27 28 -18 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 11 12 24 14 15 16 17 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0025510447028417082 0.0034697785225188396 0.0019045509638642142 -0.0021755310894440677 0.0030441768691745717 0.0022354845496233679 -0.003112935806995139 0.0018637830432208203 -0.0024503528571993907 -0.0034009710170073699 -0.0034862252014105427 -0.0026002963775834244 -0.0034803023653249862 -0.0023619918995621625 -0.0034584051851796376 0.0016685170835930682 0.0022772306521460458 0.003473101501639314 0.0021976216796556537 -0.0034836931048363071 0.0027251092440360291 -0.0021348850500348057 -0.0034781183553335162 -0.003460644967376623 0.0017702186723410006 -0.0015510660901709745 -0.0010712879321826511 0.0016752567514982909 0.0034769422402965706 -0.0033096503805332871 0.00050966991492432405
leaf_weight=0.15350567028872397 0.03495523316450988 0.14941298888698229 0.17962072008049279 0.02716731489636004 0.12711235125971132 0.068351634274222195 0.16165931348041329 0.091051390794746001 0.047817482823120261 0.040353551870796811 0.064557564035570114 0.054870382609808699 0.036362995739182224 0.047449218955992079 0.076744673990106094 0.13794481911827627 0.0091721154749410116 0.054595523106399924 0.0423819855614056 0.15884548296526357 0.061395727576382342 0.037479797276319005 0.0228990896639516 0.090866034725877398 0.056317221831704956 0.062387903075432405 0.51787210273869277 0.01024498138576746 0.18815790418282774 0.058979579346669198
leaf_count=332 23 120 344 5 137 66 131 51 200 8 35 38 7 100 36 53 1 6 120 62 88 14 223 51 5 22 248 1 564 30
internal_value=0 -0.000113527 1.51061e-05 -0.00148978 0.000143895 2.77544e-05 0.000124417 -1.21351e-05 0.000100664 0.000187858 4.30182e-05 0.000125314 0.000230933 -0.000244461 -5.52089e-05 0.00012608 -0.00053482 -0.00166029 0.000355079 0.00144737 -2.18837e-05 0.000917668 -0.000322338 0.00071733 0.000932464 0.00112065 0.00137996 -0.00267498 -0.00299438 -0.00170148
internal_weight=0 2.83558 2.62309 0.206788 2.4163 2.28919 2.22084 2.05918 1.96813 1.92031 1.7709 1.73055 1.66599 0.993048 0.938177 0.890728 0.593742 0.262171 0.331572 0.296986 0.13814 0.28919 0.151245 0.113765 0.67294 0.636577 0.58026 0.207575 0.19733 0.212485
internal_count=3121 3098 2736 349 2387 2250 2184 2053 2002 1802 1682 1674 1639 1357 1319 1219 1033 572 461 186 124 341 288 274 282 275 270 566 565 362
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=123 1456 124 2 2 151 4 13 13 133 11 3 13 0 0 0 49 2 16 52 15 1 9 133 2 38 1374 159 13 151
split_gain=0.0359653 0.0461907 0.0436523 0.0426996 0.0488084 0.0369752 0.0502221 0.0491183 0.0569763 0.0604942 0.0493322 0.0474058 0.0465906 0.0500665 0.0528775 0.0499846 0.0447287 0.0451091 0.0435191 0.0441643 0.0403845 0.039887 0.0373223 0.0354755 0.0491148 0.0344524 0.0329756 0.0321838 0.0296099 0.0295111
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.14970500000000003 0.094835000000000017 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.53104499999999988 -0.50061499999999992 0.098785000000000012 0.080455000000000013 -0.12018999999999998 -0.15078499999999997 -0.053834999999999994 -0.059114999999999994 -0.10607499999999999 0.0034800000000000005 0.10467500000000002 -0.36241499999999999 -0.066844999999999988 -0.015744999999999999 0.14089500000000002 -0.036024999999999995 0.083950000000000011 0.084245000000000014 0.13905500000000001 -0.094929999999999987 -0.50206999999999991 0.073000000000000023 -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 2 5 4 -2 -1 7 -7 -9 10 11 16 -13 14 15 18 17 28 -14 26 -21 22 -17 27 -25 -11 -20 -24 -10 -28
right_child=3 -3 -4 -5 -6 6 -8 8 9 25 -12 12 13 -15 -16 21 -18 -19 19 20 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0029792251186156003 0.0033538732955150584 -0.0033563330185107719 0.0027861709544517057 0.0020261977227923013 -0.0023125047208554621 -0.003386712288991821 0.00099741331920822143 0.0033898500071259394 0.00077061295551270265 -0.0033725592675104658 -0.0026462649615882484 0.0014839824244351949 -0.0021550686273286339 -0.0022616865211056206 0.0027796080317283563 0.0033850853739031601 0.0032006731621081405 0.0024480444534264296 -0.0018512248035856195 0.00029303722859245302 0.0029775947829777955 0.0034093822350559399 0.0013905321879227402 0.0030097347756243916 -0.0033521840772856191 0.0033823042331346887 0.0017429271893454933 -0.0031533245842905616 -0.0020782257006003455 -0.00097682037360299402
leaf_weight=0.052400174899959739 0.023173188867076533 0.050752380517223972 0.056420131229970027 0.18127882426415454 0.064756912364828056 0.057961496699137194 0.37057159166215559 0.046944550646004779 0.082298372135484077 0.098086748720561334 0.08763228345196683 0.13923075007187535 0.08659626305961865 0.16759022716359462 0.059514198990655132 0.014363891066751511 0.083104745535820257 0.078034162957919762 0.1186894333222881 0.15112666816276032 0.10777325014351002 0.016937399283051491 0.019168388133040226 0.031305672317103017 0.024119836110912729 0.0092788049951195717 0.092465619556605816 0.20106443521762929 0.081542333606194006 0.086868429352762178
leaf_count=58 83 269 17 154 28 10 228 8 41 383 119 63 49 155 16 3 21 15 14 45 23 1 15 11 212 1 18 1007 24 30
internal_value=0 -0.000192819 -0.000126503 0.00109683 -0.000819182 -0.000195998 -0.000132925 -0.00034865 -0.00025517 -0.000348329 -0.000196822 -6.60806e-05 -0.000348925 -0.000565638 -0.000284209 -0.00047605 0.00108 0.000351371 5.46294e-05 0.000398216 0.00141055 -0.00158858 -0.00188046 -0.00215484 0.000241182 -0.00278879 -0.00048122 -0.00275784 -0.000647233 0.000425496
internal_weight=0 2.47184 2.42109 0.269209 0.0879301 2.36467 2.31227 1.9417 1.88374 1.83679 1.72943 1.64179 1.31681 1.17758 1.00999 0.950479 0.32498 0.241875 0.64352 0.556923 0.2589 0.30696 0.290022 0.275658 0.0554255 0.107366 0.298023 0.220233 0.163841 0.179334
internal_count=3121 2856 2587 265 111 2570 2512 2284 2274 2266 1882 1763 1662 1599 1444 1428 101 80 179 130 68 1249 1248 1245 223 384 62 1022 65 48
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=421 14 3 0 124 38 151 1456 13 13 43 4 1 156 160 148 160 49 403 0 133 159 403 1373 15 151 4 42 43 52
split_gain=0.03343 0.0531512 0.0347857 0.0501317 0.037348 0.0456272 0.0425069 0.0394676 0.0374495 0.039428 0.0380913 0.0399813 0.0551268 0.0392116 0.0404957 0.0466362 0.0465838 0.0433598 0.0446907 0.0386138 0.0351789 0.0329026 0.0346902 0.0359723 0.0328479 0.0294993 0.0376563 0.0300477 0.0346257 0.0420331
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.17169499999999996 -0.043384999999999993 0.095410000000000009 -0.40381499999999992 1.0000000180025095e-35 -0.53104499999999988 -0.50061499999999992 0.24789500000000006 0.26790000000000008 0.11230000000000001 0.091255000000000017 -0.091944999999999985 0.087555000000000008 -0.025879999999999997 0.10247500000000002 1.0000000180025095e-35 -0.15350499999999997 -0.030254999999999994 1.0000000180025095e-35 -0.083259999999999987 0.10761000000000003 -0.11713499999999999 -0.090369999999999992 0.24564500000000003 -0.035074999999999988 -0.074359999999999996 -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 4 -4 5 -2 -6 8 -8 -10 11 13 19 14 15 20 -16 18 21 -13 -11 22 -18 24 -24 -26 27 -27 -29 -30
right_child=1 -3 3 -5 6 -7 7 -9 9 10 -12 12 -14 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.0031749175309179409 0.001727055472639998 -0.0026144039792570543 -0.0016124328404522991 0.0031597610295783789 -0.0031633767645916138 -0.0031613979033609809 -0.003180194267804368 -0.0031584768879336176 0.0031908889166385548 0.0019513820083207987 -0.0023728419729736132 0.001893925609071769 0.00270343680054949 -0.0021474714414708045 0.0017913636269047543 0.0031462608466689608 -0.0031579449122953762 0.001816226480132599 -0.0031321192013147752 -0.0010049128862967187 -0.0031622446258567564 -0.0029154661446365395 -0.0025312800845830787 -0.0031731906033465253 -0.001967794958504672 -0.0019352532868408365 0.0028838141006234529 0.001384638924652165 -0.0031706880520330719 0.00020722200701484057
leaf_weight=0.031394678262586573 0.17898404303287119 0.080914508029309107 0.031018315658002393 0.074387631730132742 0.047546018608047524 0.021240284808300203 0.038253142542091445 0.042479111670218006 0.037086923373865655 0.01545633956175152 0.070184598484047345 0.070016906756791286 0.11975349713793548 0.097454857886987045 0.14086732196847496 0.01682653880561702 0.034652708848629143 0.10552850861404284 0.052701851804158539 0.13154723135812663 0.099507501196970938 0.041505057136418944 0.043286019940753206 0.033342405979056022 0.054906697263507498 0.058502468595182155 0.057435923037701286 0.24756722953680055 0.039494586057118752 0.50559116929250136
leaf_count=20 206 99 16 108 55 24 7 260 4 21 167 34 102 184 150 4 354 82 245 51 255 100 24 10 13 100 7 151 43 225
internal_value=0 -9.8846e-05 -1.76593e-05 0.00175542 -9.54759e-05 0.00120848 -0.000214069 -0.000148967 -8.84206e-05 -3.13739e-05 -9.00656e-05 -8.57004e-06 0.00100884 -0.000207346 -8.51399e-05 -0.00175707 7.05387e-05 -0.000119658 -0.000294417 2.05049e-06 -0.00247474 -0.000160444 -5.40521e-05 4.93568e-05 0.00015608 0.000276812 0.000412455 0.000245688 0.000406654 -3.75269e-05
internal_weight=0 2.58804 2.50712 0.105406 2.40172 0.200224 2.20149 2.15395 2.11147 2.07322 2.03613 1.96594 0.321318 1.64463 1.54717 0.13179 1.41538 1.27451 1.16899 0.201564 0.114964 1.11628 1.07478 1.04013 1.00678 0.963498 0.908591 0.851155 0.792653 0.545086
internal_count=3121 3101 3002 124 2878 230 2648 2593 2333 2326 2322 2155 187 1968 1784 280 1504 1354 1272 85 276 1027 927 573 563 539 526 519 419 268
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=4 11 1456 403 1213 480 12 150 14 48 0 15 1 403 15 452 133 2 40 34 4 2 2 12 15 157 2 48 16 4
split_gain=0.191431 0.181635 0.187718 0.172455 0.146171 0.150912 0.135512 0.132844 0.135979 0.121265 0.158189 0.137815 0.217365 0.136845 0.115847 0.112141 0.111595 0.0939561 0.0906512 0.0867491 0.0840763 0.118818 0.0820358 0.117192 0.0772589 0.109578 0.0776634 0.0894274 0.0765871 0.0759183
threshold=0.27834500000000006 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 -0.082704999999999987 0.084710000000000021 -0.040564999999999997 -1.0000000180025095e-35 -0.46885499999999997 0.082620000000000013 -0.14920999999999998 -0.0088349999999999974 0.094825000000000007 0.090990000000000015 0.084050000000000014 0.085195000000000007 0.10622000000000002 0.11177500000000001 -1.0000000180025095e-35 -0.078549999999999995 -0.49405499999999997 0.10097500000000002 0.08839000000000001 0.084100000000000022 0.050935000000000008 -1.0000000180025095e-35 0.092120000000000021 0.10445500000000001 -0.094359999999999986 -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 15 -4 -5 9 -2 -8 -9 11 28 12 -6 14 16 -1 17 20 -14 -10 -13 22 23 -22 25 -12 27 29 -11 -27
right_child=6 -3 3 4 5 -7 7 8 19 10 24 13 18 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013888204109996202 0.0013505407645627416 -0.00114913941129293 -0.0013828554254538554 -0.0013867357014243097 -0.0012898250342200639 -0.0013854722191952034 -0.00099578104159469215 -0.00064866785559463574 -0.0003951030033510138 -0.00055018750790495068 -0.00095224746515152714 -0.00040073708463894025 -0.00086579687880369957 -0.0013600233268848234 -0.00039858501498572573 0.0014221182284825486 -0.00078265025462030268 0.0012374787823021054 0.00019583878417422538 0.00083233563879403104 0.00071398618474510312 -0.00046884742188589898 0.0011477770123664672 -0.00082776409418336839 -0.00038557183050158598 0.0010944089850990621 0.0011573644340210811 -0.0011633867202081604 0.00026340024539477959 -0.00085384370513981976
leaf_weight=0.29732714775309421 0.23403765328112047 0.34047202064539295 0.18223327215673624 0.14538424434431352 0.41488114470848791 0.14308660225651681 0.15312681603245426 0.19540261558722682 0.13061120267957416 0.41674705990590155 0.065123271080665401 0.26035279974166758 0.20289727818453684 0.11760427732951928 0.53175244954763901 0.029664738103747368 0.15447311790194351 0.24107186181936402 0.61986614909255877 0.67483801548951339 0.35404678569466452 0.20723808178445324 0.40512324510200415 0.12742572463321267 0.12118051259312768 0.18690552902262425 0.66469021924422123 0.062006561776797753 0.46554763108724762 0.047717966597701555
leaf_count=280 151 139 350 244 379 169 23 18 10 24 30 37 18 72 394 1 11 32 86 138 46 15 43 47 23 65 162 33 29 52
internal_value=0 -0.000167728 -0.000116038 -6.18123e-05 -2.13869e-05 1.27799e-05 0.000394039 0.000200051 0.000383009 4.80867e-05 0.000318021 -0.000102583 -0.000476226 9.01721e-05 0.000164926 -0.00113381 0.00033618 0.000444519 -6.59655e-05 0.000633295 0.000303356 0.000470944 0.000690616 0.000305949 0.00065546 0.000778362 0.0008956 0.000309037 -0.000120893 0.000698171
internal_weight=0 6.80482 6.46435 6.13736 5.95512 5.80974 1.38802 1.15398 1.00085 5.66665 2.02992 3.63673 1.23764 2.39909 2.28148 0.326992 1.74973 1.59526 0.822763 0.805449 1.35419 1.09383 0.886596 0.481473 1.14762 1.02644 0.96132 0.29663 0.882295 0.234623
internal_count=3121 2781 2642 2361 2011 1767 340 189 166 1598 418 1180 483 697 625 281 231 220 104 148 188 151 136 93 365 342 312 150 53 117
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=39 52 52 147 1 14 157 159 1 48 150 1374 1374 2 12 12 16 13 1 2 0 131 3 133 15 49 52 52 16 130
split_gain=0.0338379 0.0394754 0.0349328 0.0429773 0.0398018 0.0478489 0.0372454 0.0542824 0.0483679 0.0433279 0.0495109 0.0637262 0.0410501 0.0495183 0.0501991 0.0439743 0.0386634 0.0364767 0.0353419 0.0326983 0.0304833 0.0304105 0.035257 0.0298313 0.0294717 0.0294033 0.0281988 0.0333592 0.0393916 0.043234
threshold=0.16946000000000003 -0.24456499999999998 0.19022000000000003 1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 -0.073574999999999988 0.11245500000000001 1.0000000180025095e-35 0.12879500000000002 0.11740500000000002 -0.094929999999999987 -0.029664999999999997 0.097220000000000015 -0.12529499999999996 0.098810000000000023 0.38525000000000004 -1.0000000180025095e-35 0.12577000000000002 0.10467500000000002 -0.11013499999999998 0.10340500000000001 -0.52915999999999996 -1.0000000180025095e-35 0.15110000000000004 -0.08130999999999998 0.10473500000000001 -0.088204999999999992 -0.40995499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 6 8 9 20 10 11 -8 -13 18 -15 17 -17 -16 23 -19 -3 22 -1 25 -6 -14 27 -25 -29 -30
right_child=-2 2 3 -5 24 -7 7 -9 -10 -11 -12 12 13 14 15 16 -18 19 -20 -21 -22 -23 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0032825669568639321 0.0032687162909264393 0.0032765106819614299 -0.0019421292056411331 0.0028183036182321945 0.0027787649653362324 -0.0028312508149558836 -0.0032792594148457932 -0.0029872998569639799 0.0021676734235700191 -0.0021847758868746622 0.00235466675978028 0.0032387534241036394 0.0016209047542439174 -0.0025492812773387683 0.0023294661978949718 -0.0018366007088057642 0.003276304237590589 -0.0013592742912746285 0.0032617570928284265 0.001240932618684693 -0.0032559886786617041 0.0012245312234651206 -0.002598708682912921 -0.0022821871755140523 -0.0016019714766634904 -0.0028494482630606627 -0.0029769021153288624 -0.0020647591941374429 -0.0032759036136409828 0.00074176557188917385
leaf_weight=0.011606405489146709 0.031739759866468265 0.0098192393779754639 0.16012026946918911 0.022799594793468714 0.09229760006564891 0.059926721498413715 0.058623420947699123 0.063505875415103108 0.16976245650221244 0.085475965614023042 0.10361765938796441 0.044477529980215258 0.018459606713804533 0.045481805769668426 0.23166568152191758 0.086530077711358899 0.018977935484144837 0.068682676777825691 0.025738782422195072 0.19651892807996774 0.032068195350804962 0.034346772288699867 0.14152949787512703 0.068748825747207643 0.019591890450101346 0.096050442311936379 0.039756146151376015 0.074695493220134135 0.030180474951523317 0.42665683106769214
leaf_count=1 23 1 344 5 131 66 13 97 114 39 52 9 16 11 177 112 5 21 30 65 128 20 341 94 6 584 48 25 51 492
internal_value=0 -0.000101687 1.25878e-05 -0.00134878 0.000127486 2.49169e-05 0.000110691 -4.19692e-05 0.00139735 6.6757e-05 0.000184475 3.762e-05 0.000169661 7.40787e-05 0.000737008 0.000985136 -0.000916932 0.00138903 -0.000476339 0.000567524 -0.00172464 -0.0015342 -0.00215296 -0.000603851 0.0020117 -0.0021288 -0.00033102 -0.000155785 0.000119245 0.000476342
internal_weight=0 2.53771 2.35023 0.18292 2.16731 2.05542 1.99549 1.78384 0.21165 1.72034 1.63486 1.53124 1.47262 1.42814 0.647857 0.602375 0.105508 0.496867 0.780287 0.265202 0.0418874 0.187483 0.153136 0.754548 0.111889 0.11451 0.640038 0.600282 0.531533 0.456837
internal_count=3121 3098 2736 349 2387 2250 2184 1941 243 1844 1805 1753 1740 1731 391 380 117 263 1340 86 129 362 342 1310 137 600 710 662 568 543
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 3 3 47 4 11 12 50 49 51 49 4 42 2 48 51 3 42 0 15 16 133 16 49 0 2 42 150 1446 15
split_gain=0.210887 0.132135 0.14632 0.127889 0.181406 0.123213 0.110983 0.1318 0.0900116 0.0956471 0.111126 0.0896907 0.107403 0.0855714 0.101454 0.0959484 0.109928 0.0848443 0.0757078 0.102182 0.0897497 0.0744322 0.0810717 0.151439 0.0743052 0.126072 0.0681995 0.102761 0.0633046 0.0627211
threshold=0.094385000000000011 -0.12018999999999998 -0.028564999999999997 0.086785000000000015 -0.17966999999999997 0.080455000000000013 -0.040564999999999997 0.10965000000000001 -0.088694999999999982 0.08955500000000001 0.0065400000000000015 -0.080924999999999983 0.081660000000000024 0.13404500000000005 0.12879500000000002 -0.076794999999999988 0.090900000000000009 0.084755000000000011 -0.062294999999999996 -0.074054999999999996 0.38525000000000004 0.0068000000000000014 -0.0083599999999999976 -1.0000000180025095e-35 -0.10607499999999999 0.094095000000000012 -0.12995999999999999 0.10801000000000001 0.089210000000000025 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 5 11 4 -2 21 28 13 -4 10 24 12 -3 14 15 -8 26 -14 19 -5 -20 22 23 -1 -10 -26 -17 -28 -6 -19
right_child=3 2 8 18 6 -7 7 -9 9 -11 -12 -13 17 -15 -16 16 -18 29 20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012008496599674151 -0.0010742876697442201 -0.0014686805353672679 -0.001485424465076667 -0.00015268872359410553 0.0013979679145718924 -0.0011640569182423475 -0.00035302873955318158 -0.0011774194929858224 0.00065054929461852136 -0.0010304705746377821 -0.0011513132399583515 -0.0012947127623602786 0.0011930505114608561 0.001464737099763003 -0.00067440700093606635 -0.00092380027517050261 0.0013701138681699691 -0.001471568340832459 0.0014710218986689748 -0.0014237988595991614 -8.5244890269065349e-05 -0.00054971418777302096 0.0010259629465724078 -0.00095508335920336705 -0.001225425347878187 0.00030690711249994472 0.00095526497275244928 -0.00026419481907554647 -0.00069031401308046372 0.00089653719373771216
leaf_weight=0.12329329061321914 0.16147172522323749 0.11549688299419403 0.10759308942942869 0.82685753214173019 0.36426781914633544 0.12847120795049705 0.22881055905600112 0.10969396772270545 0.47141509613720667 0.20071715442463745 0.14165484574914433 0.5735616623060199 0.1066754041967215 0.1657134742126799 0.1768965059891342 0.077800882863812482 0.33982318852213211 0.068611261889600428 0.11685384507290997 0.16025811200961471 0.24063707940513268 0.15120697248494253 0.37639914790634099 0.15750691287394147 0.16034133530047223 0.39407880365615711 0.41175074368947973 0.22784681688062847 0.033660202519968152 0.036300914929597639
leaf_count=10 103 326 15 122 230 51 30 42 55 35 56 1240 16 71 12 8 69 148 25 46 40 40 39 34 49 44 115 23 7 20
internal_value=0 -0.00030207 -0.00048475 0.000205867 0.000414706 0.00016131 0.000527253 0.000368371 -0.000202335 -0.000101435 5.82865e-05 -0.000947517 -0.000338689 0.000472485 0.000360087 0.000502384 0.000687518 0.000278126 -0.000151007 -0.000359053 0.000423455 0.000371936 0.000583987 -8.45984e-06 0.000225317 -0.000136252 0.000364181 0.000520851 0.00122132 -0.000652174
internal_weight=0 3.31332 2.37645 3.64234 2.29774 0.936878 2.13626 1.73834 1.4758 1.36821 1.16749 0.900646 0.327084 1.62864 1.46293 1.28603 1.05722 0.211588 1.34461 0.987116 0.357491 0.808406 0.657199 0.2808 1.02584 0.55442 0.717398 0.639598 0.397928 0.104912
internal_count=3121 2178 2004 943 710 174 607 370 254 239 204 1750 510 328 257 245 215 184 233 168 65 123 83 44 148 93 146 138 237 168
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=1 12 50 158 3 3 3 51 43 0 453 124 50 4 2 48 51 15 4 42 0 45 3 43 1447 2 2 0 51 124
split_gain=0.329214 0.251984 0.20408 0.171982 0.170591 0.207495 0.168736 0.152388 0.165017 0.162036 0.14871 0.146615 0.146312 0.18249 0.183092 0.263517 0.143478 0.130335 0.126648 0.180992 0.158591 0.110809 0.108699 0.104825 0.0966398 0.0877965 0.122991 0.133792 0.10144 0.0876485
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.084765000000000021 -0.12018999999999998 -0.047929999999999993 0.16158000000000003 -0.096089999999999981 -0.091274999999999981 -0.23091999999999999 1.0000000180025095e-35 -0.51664499999999991 0.11534500000000002 -0.17966999999999997 0.090790000000000023 0.12879500000000002 -0.071649999999999978 -0.015744999999999999 -0.080924999999999983 0.081660000000000024 0.15398500000000004 0.13740500000000003 0.10299500000000002 -0.51144999999999985 -0.11565499999999999 0.11093500000000002 0.10097500000000002 -0.0058249999999999994 -0.089864999999999987 -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 11 3 4 17 18 10 -7 -9 -10 12 -2 13 -3 -15 16 -16 -1 19 -6 -21 -14 29 -20 -5 26 27 28 -19 -11
right_child=1 6 -4 24 5 7 -8 8 9 22 -12 -13 21 14 15 -17 -18 25 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010753620647643172 -0.0013176065373097048 -0.0013850993965122665 -0.0012340639565499066 0.0013192225671204377 -0.0013888824439204895 -0.001382586809198073 0.0010119930671038638 0.0011779587117276859 0.00085639187212204772 0.00043200751653458451 -0.0012618466287176609 0.0011087889041733114 -0.0013846025330411474 -0.00010582296787368507 -0.00036535723901266829 -0.00056672437454252048 0.0011785729037098347 0.00069676115616330999 0.00068618089114884557 0.0009507979090440144 -0.001412218484043325 0.00037162669281538515 0.00030533723714128207 -0.0012903667347113391 -0.0013382193326451487 0.00076291148800985563 -0.0011872753063282746 0.0010697337661599417 -0.0010505400217989227 -0.00067120621629879087
leaf_weight=0.31280348723521456 0.050264263874851167 0.13813036678766488 0.39226677823171474 0.028015184099785984 0.16009881720674435 0.14848693356907494 0.33027810516068701 0.22095706558320749 0.29176571685820851 0.16013308666879367 0.17158673249650735 0.70892340522550501 0.21636958845192555 1.3950194590725011 0.13174168765545069 0.27290047635324299 0.81680708451312767 0.09574497799621895 0.054932879051193595 0.23556564075988717 0.069271554908482358 0.098554897587746382 0.44673557410715137 0.63693923653045204 0.32498696762195312 0.23322843454661779 0.17881457900512032 0.1818708798382429 0.18101438059238717 0.89070053878822242
leaf_count=28 4 83 483 4 254 60 83 16 17 31 17 254 54 156 17 23 124 13 4 122 8 7 22 833 223 13 11 14 41 102
internal_value=0 0.000229878 -0.000281586 -0.000204583 -0.000132184 -0.000291898 7.71935e-05 -4.04914e-05 5.86403e-05 -7.95794e-05 -1.80652e-05 0.000948142 5.14624e-05 0.000152808 0.000233998 0.000622109 0.00096414 0.000315266 -0.000761061 -0.000206931 0.000413823 -0.000834995 -0.000261931 -0.00113343 -0.00112732 4.21886e-05 -0.00022151 0.000155031 -0.000446061 -0.000503091
internal_weight=0 4.33058 5.24433 4.85207 4.49906 3.31559 3.57139 2.15878 2.01029 1.78933 3.24111 0.759188 3.06952 2.7546 2.61647 1.22145 0.948549 1.18348 1.15681 0.464936 0.304837 0.314924 1.49757 0.691872 0.353002 0.870673 0.637445 0.45863 0.276759 1.05083
internal_count=3121 822 2299 1816 1589 1469 564 248 188 172 481 258 464 403 320 164 141 120 1221 384 130 61 155 837 227 92 79 68 54 133
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=4 12 453 12 151 47 48 132 1 0 48 3 15 15 0 42 15 15 0 3 0 1 47 51 48 156 52 0 13 2
split_gain=0.266052 0.189194 0.169513 0.169046 0.180571 0.181324 0.165396 0.144954 0.136534 0.118136 0.115721 0.147981 0.122779 0.159864 0.113943 0.0993492 0.0988213 0.110371 0.12804 0.0983753 0.0950347 0.120398 0.0918412 0.136681 0.138392 0.157893 0.0886278 0.122845 0.0743316 0.0621678
threshold=0.27834500000000006 -0.040564999999999997 1.0000000180025095e-35 0.079890000000000017 -0.086769999999999986 0.082095000000000015 -0.064549999999999982 0.081465000000000024 0.13021500000000003 -0.060129999999999996 0.090390000000000012 -0.0025099999999999996 -0.074054999999999996 -0.095869999999999983 -0.055064999999999996 0.086835000000000009 -0.016799999999999995 0.082685000000000022 -0.092404999999999973 -0.023499999999999997 -0.10607499999999999 0.083345000000000016 0.10954500000000002 0.11144500000000002 -0.031249999999999997 0.11896500000000002 0.10347000000000002 0.15398500000000004 -0.47860499999999995 -0.033169999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 20 16 -12 13 -13 -11 -16 -6 18 -18 -9 21 28 23 24 -8 -26 27 29 -5 -20
right_child=1 2 -4 8 7 -7 22 19 -10 14 11 12 -14 -15 15 -17 17 -19 26 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00093290896266618915 0.0011015542709250843 0.0011598310716223125 -0.0011716293693786355 7.4638059491205228e-05 -0.00081804087923253858 -0.00086029171332641324 -0.00068108675847355644 0.0010985307711090071 0.00039007976672696538 0.00079310870586182618 0.00090335100725812405 -0.00060701409443473478 -0.00073704893506317361 0.00064247227078562249 -0.000282728005579306 -0.0011639260776907237 0.00046068607808912992 -0.0011323384473460422 -0.0011592082780542254 -0.00021230758155533388 -0.00099420694610441928 -3.7075979768824293e-05 -0.00088817026255411102 -0.00099115283529494142 0.00085135556252653624 -0.00075899301712460654 0.00032612432722228682 -0.0012064115502580179 -0.00117165594084935 0.00012076221137593788
leaf_weight=0.29352207727788471 0.2162253481656079 0.16515694820554905 0.16002821456640948 0.078525972552597523 1.062272633600515 0.10034662613179535 0.15537965251132824 0.14630033809226006 0.1721722523216157 0.10399969902937289 0.16301566187757999 0.2464888027170673 0.43639553413959198 0.30237719690194353 0.7843361250124874 0.21650876499188598 0.29025877421372603 0.19494628717075091 0.063568555284291839 0.15783465176355083 1.4163585619244259 0.3875762379320804 0.15859194425866008 0.13500440213829279 0.43637628335272916 0.099078016355633736 0.15679428714793175 0.27587125264108181 0.33086514016031343 0.24149257551471193
leaf_count=68 151 43 13 6 153 11 5 21 28 20 42 28 38 29 139 94 34 41 10 25 1764 46 13 8 105 2 12 9 99 64
internal_value=0 0.00010359 -6.11793e-05 -0.000423216 -0.000265581 0.000476052 9.34008e-05 -0.000343734 -0.000609806 -0.000661688 -0.000411231 -0.000112985 -0.000281142 8.13437e-05 -0.000354141 -0.000473354 -0.000561094 -0.000337903 -0.000187247 0.000418255 -0.000815209 -0.000497095 -8.55132e-05 6.8627e-05 0.000275732 0.000553384 -0.000442177 -0.000649543 -0.000932602 -0.000145958
internal_weight=0 1.52584 1.30962 7.62183 4.13149 0.393869 1.14959 3.73762 3.49034 3.31817 3.43348 1.14828 0.985262 0.548866 1.10484 1.00084 2.2852 1.22293 1.02799 0.304135 2.21333 0.796967 0.98443 0.825838 0.690834 0.535454 0.737727 0.580932 0.409391 0.305061
internal_count=3121 340 189 2781 585 79 176 506 2196 2168 460 137 95 57 253 233 323 170 129 46 1915 151 133 120 112 107 95 83 105 74
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=1 12 50 38 47 50 4 48 2 0 0 4 12 4 13 150 4 52 160 147 43 4 52 1177 150 52 3 2 43 16
split_gain=0.223734 0.175937 0.150255 0.142799 0.139536 0.146072 0.161069 0.154257 0.134987 0.12325 0.148071 0.151092 0.180179 0.151706 0.148859 0.129327 0.126147 0.166595 0.108173 0.119522 0.145639 0.0988245 0.100544 0.0848359 0.0845906 0.0826244 0.0822121 0.141082 0.0992379 0.101227
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.10657000000000001 0.091680000000000011 0.11610000000000001 -0.17966999999999997 0.12879500000000002 0.11474000000000002 -0.23091999999999999 -0.060129999999999996 0.40124500000000002 0.084100000000000022 -0.0016099999999999997 -0.50061499999999992 0.086615000000000011 -0.49405499999999997 0.10347000000000002 -0.079009999999999983 0.10271500000000001 -0.14386499999999997 0.0067750000000000006 -0.034054999999999995 -0.085989999999999997 -1.0000000180025095e-35 -0.092399999999999982 -0.52915999999999996 0.10097500000000002 -0.084794999999999995 -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 9 -2 5 6 -3 8 18 -1 11 12 13 15 -14 25 17 -12 -8 20 -20 -15 -23 -16 -6 -11 -18 -28 -29 -30
right_child=1 4 -4 -5 24 -7 7 -9 -10 10 16 -13 14 21 23 -17 26 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00066042894297876594 0.0012199615478445034 -0.0011800078628842097 -0.0012001248478703073 -0.00035885330061574965 -0.0013646813411382869 -0.0013574525310280829 -0.00061884513421199203 -0.00065180571470987406 0.0012684227333704834 -0.00079335815106092947 -0.0013419135759053249 0.0013662791478289487 0.0012346266307724442 -0.0013439134815940925 0.00099591349658948846 -0.0013677012225719253 0.0013175346078088039 0.00032458460352260217 -0.00034948611418578657 -0.00047943248501698302 0.0010497238108291974 0.00077907697494972693 -0.00072663018951538041 -0.0012959675921163528 -0.00021763746955886525 0.00064007225303181153 0.0005869284616904475 0.00056939151692081316 0.00049898256454060125 -0.0013828939453679344
leaf_weight=0.2711317241773944 0.44377727672690559 0.11970283140544813 0.30211759081430489 0.13545852294191718 0.13514563126955181 0.097768470237497129 0.17674722446827251 0.20868823199998576 0.38747420112485986 0.085634904186008498 0.23355083368369367 0.075728553230874129 0.048101641121321315 0.26876996588544144 0.030458329580143606 0.083409742612275295 0.12488889531232406 0.20322962006321177 0.17187414027284875 0.1755252123111859 0.62409012482385051 0.11415695145842619 0.27119910229521338 0.74259143492235791 0.84284606299479481 0.48779799831390847 0.56500371865695287 0.11779940320411686 0.069277736067306139 0.20502223632502159
leaf_count=30 240 80 483 18 18 25 31 19 131 34 58 9 4 43 13 33 10 13 17 11 99 20 69 1209 133 119 45 28 14 65
internal_value=0 0.000172751 -0.000284888 0.000850744 3.91678e-05 0.000246201 0.000330309 0.000433949 0.000581492 -0.000215722 -0.000279467 -0.000501985 -0.000568342 -0.00025868 -0.00106272 0.000198232 4.40097e-05 -0.000566508 0.000349687 0.000525896 0.00074759 -0.000717489 -0.000280583 -0.00120567 -0.000376144 0.000426008 0.000290465 0.000156446 -0.000463866 -0.000907604
internal_weight=0 3.5191 4.29987 0.579236 2.93986 1.96187 1.8641 1.7444 1.53571 3.99775 3.72662 2.20785 2.13212 1.31097 0.821151 0.656843 1.51877 0.43678 1.14824 0.971489 0.795964 0.654126 0.385356 0.77305 0.977992 0.573433 1.08199 0.957103 0.392099 0.2743
internal_count=3121 822 2299 258 564 413 388 308 289 1816 1786 1553 1544 318 1226 186 233 71 158 127 116 132 89 1222 151 153 162 152 107 79
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=31 39 52 2 376 50 1 131 42 12 3 160 133 0 159 1374 0 3 0 133 4 47 48 4 2 457 148 160 484 14
split_gain=0.0352748 0.0341489 0.0376998 0.036916 0.0349065 0.0365209 0.0382965 0.0553709 0.0544375 0.0565744 0.067409 0.053944 0.0448282 0.0496426 0.0429001 0.0425444 0.0425604 0.0465679 0.0525195 0.080158 0.0446938 0.0421493 0.0471459 0.0427812 0.0454413 0.0381883 0.0444142 0.0372886 0.0342618 0.0336805
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 0.17025000000000004 0.088470000000000007 0.14517000000000005 0.098700000000000024 0.084390000000000007 -1.0000000180025095e-35 0.098810000000000023 0.10299500000000002 0.10210000000000001 0.09389500000000002 0.22582000000000002 0.091005000000000016 -0.094929999999999987 0.15398500000000004 -0.10023499999999998 -0.13843999999999998 0.083950000000000011 -0.023539999999999995 0.086785000000000015 0.12879500000000002 -0.16363499999999997 0.116525 0.091015000000000013 -0.080634999999999984 -0.079874999999999988 0.087235000000000021 -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=-1 2 -2 4 5 6 7 8 28 10 11 12 13 14 15 -10 17 -17 27 -20 -21 22 23 -8 25 26 -25 -19 -4 -28
right_child=1 -3 3 -5 -6 -7 21 -9 9 -11 -12 -13 -14 -15 -16 16 -18 18 19 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0028903393163876166 -0.0013550829920926687 0.0028985601140205613 -0.0025731418277825774 0.0026560938071803759 0.0017606169134272056 -0.0028908917752148082 -0.002497631232777488 -0.0027558915620460992 -0.0029121698454941916 -0.0021510256833525607 0.0023393728659401166 -0.0024134197524739876 -0.002902110075343758 0.0029187248596590659 -0.0028186637566077538 0.0015649312813722819 -0.0027035118665126915 -0.0011519572925176636 -0.0028858358968809903 0.0027967669966624154 -0.0026024259311078096 -0.00049764774876082259 -0.0012855635980143173 -0.002295484088467891 0.0028851445524672626 0.0029032109656924317 -0.0011852645145357999 0.0015303575646890462 0.002537912701005997 0.0012732205231813093
leaf_weight=0.032959184611172865 0.19540802322080786 0.030980322484538081 0.11244666572202078 0.041257430399127659 0.081617383817501721 0.039641687211769638 0.026523343287408352 0.079323766452944144 0.034148656905020225 0.098736479662875243 0.10269023432920221 0.077593673075170955 0.039325799571088282 0.053554240730591118 0.040749045630036562 0.23504646426954601 0.035049061858444475 0.057653247626149096 0.10081253606767127 0.044661537212959956 0.017721423577313544 0.33410979867403512 0.080853851395659149 0.042982831597328186 0.11058379132373375 0.061382635365589522 0.056389018885965925 0.16745896066277233 0.012012870878606918 0.25302980114793161
leaf_count=86 369 21 513 52 49 32 11 290 27 110 23 79 203 6 68 77 6 25 343 22 181 128 10 6 123 23 14 46 14 164
internal_value=0 -0.000104013 -0.000139345 -4.18765e-05 -8.83317e-05 -0.000153533 -0.000105831 -0.000426444 -0.000276175 -7.30614e-05 0.000130792 -0.000120156 9.52244e-05 0.000245026 4.97616e-05 0.000218537 0.000380914 0.00055434 -5.73803e-05 -0.00129991 0.00126299 0.000328683 0.000765703 0.00106677 0.00124706 0.00080928 0.000444551 0.000843393 -0.00207982 0.000825182
internal_weight=0 2.66374 2.63276 2.43736 2.3961 2.31448 2.27484 1.30898 1.22966 1.1052 1.00646 0.903775 0.826181 0.786855 0.733301 0.692552 0.658403 0.623354 0.388308 0.163195 0.062383 0.965855 0.631745 0.550891 0.524368 0.413784 0.352402 0.225112 0.12446 0.309419
internal_count=3121 3035 3014 2645 2593 2544 2512 2033 1743 1216 1106 1083 1004 801 795 727 700 694 617 546 203 479 351 341 330 207 184 71 527 178
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=1456 1 15 2 1374 15 15 1 4 48 12 0 0 4 52 13 2 3 151 47 47 47 4 38 50 14 149 16 49 133
split_gain=0.0344682 0.0337895 0.0443697 0.0396202 0.0360705 0.0562776 0.0337745 0.0417825 0.0395841 0.0597559 0.0491087 0.0335176 0.0460218 0.0408866 0.0716541 0.0381048 0.0469585 0.052917 0.0334592 0.0322261 0.0330533 0.0413506 0.0402791 0.0396866 0.0432486 0.0312077 0.0443416 0.0309413 0.0304104 0.043597
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.098289999999999975 0.14753000000000002 -0.094929999999999987 -0.094549999999999981 0.035560000000000008 0.11146500000000002 0.033845000000000007 0.12879500000000002 0.09141500000000001 -0.23091999999999999 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 -0.084034999999999985 0.079055000000000014 0.013900000000000001 -0.033849999999999991 0.13206500000000002 0.11069000000000002 0.093140000000000014 0.2623950000000001 0.084835000000000008 0.11875500000000001 -0.46885499999999997 0.10096000000000001 -0.091354999999999978 -0.088694999999999982 -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=18 2 -2 6 -4 -6 8 -8 10 19 27 -7 15 14 -14 28 17 -17 -1 20 21 23 -23 24 25 -10 -27 -3 -13 -30
right_child=1 3 4 -5 5 11 7 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0012121936278021339 -0.0027045623241860931 -0.00059076745885088379 -0.0034673868829930661 0.0028345132024245982 0.0027950283689853255 0.0030992410393928908 -0.0033999371558302602 0.00035354911499647262 -0.00058163479289272287 -0.0027900201521509826 -0.0022005075375513862 -0.0034599460279390506 -0.003462266597227745 0.00084819622411889679 0.00096401488233197183 -0.0025564950464377133 -0.0033482937182865284 0.0034704213422974473 -0.0034445902226841788 -0.0016557350689302096 0.002373069401070359 -0.0033207566102695964 0.00041198307268056528 -0.0025885727038295787 -0.0027560742587408541 0.0030354817583386254 -0.0011864749652235049 0.0023516871796057564 -0.0034405149748033634 0.001327941030776283
leaf_weight=0.025186913975630887 0.092460028943606054 0.050502439707997837 0.03906864448799785 0.073397421843765076 0.073413158826952096 0.032640709563566017 0.063880810766931861 0.077401653623383027 0.054590462552368768 0.08109110222721938 0.039566912608279381 0.027646377186101745 0.083449148834915832 0.37290724907779704 0.089391013127169572 0.039727172603306826 0.15196243405443965 0.030306052882224321 0.06570709250536344 0.083565649227239192 0.10463743543368764 0.064612698719429318 0.072271849465323612 0.034492206439608708 0.027979938662610948 0.1761423370726336 0.03522643783071544 0.25567495343602764 0.027677926711476175 0.12396271402758441
leaf_count=28 208 16 36 111 40 10 80 35 29 30 103 31 56 147 16 226 788 4 260 18 34 32 13 10 12 189 6 174 173 206
internal_value=0 -3.4901e-07 -0.000419627 0.000383179 -0.000226188 -0.000105942 0.0002359 -0.00134359 0.000442456 -8.65123e-06 0.00140093 -0.000323331 -0.000441294 0.000208063 -0.00117304 -0.00132442 -0.00227573 5.1582e-05 -0.00215419 0.000336472 0.000628566 0.000236272 -0.00134996 0.000897385 0.00130644 0.00173384 0.00233186 0.00186634 -0.000146503 0.000457587
internal_weight=0 2.47965 1.18461 1.29503 1.09215 1.05308 1.22164 0.141282 1.08035 0.73461 0.345744 0.979671 0.94703 0.545747 0.17284 0.401283 0.221996 0.0700332 0.090894 0.653519 0.569953 0.465316 0.136885 0.328431 0.293939 0.265959 0.211369 0.306177 0.179287 0.151641
internal_count=3121 2833 1941 892 1733 1697 781 115 666 373 293 1657 1647 219 72 1428 1018 230 288 343 325 291 45 246 236 224 195 190 410 379
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=123 3 484 148 133 130 132 52 1365 2 2 15 12 4 1373 160 133 150 133 34 151 4 49 15 151 12 39 15 474 475
split_gain=0.205694 0.178732 0.158897 0.152167 0.138735 0.128566 0.129584 0.165822 0.119887 0.110119 0.170523 0.110072 0.0914833 0.0936692 0.0904515 0.0955767 0.153005 0.142136 0.118508 0.111439 0.121378 0.15028 0.09903 0.0956812 0.110426 0.106527 0.08975 0.0812996 0.0806506 0.095571
threshold=1.0000000180025095e-35 0.20828500000000003 -0.0068949999999999992 -1.0000000180025095e-35 0.10622000000000002 1.0000000180025095e-35 0.079970000000000013 -0.43320999999999993 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 -0.47006499999999996 0.051320000000000005 0.36766000000000004 0.10355500000000002 -0.078059999999999977 -0.0084449999999999994 -1.0000000180025095e-35 -0.014339999999999997 -1.0000000180025095e-35 -0.24431999999999998 0.24564500000000003 -0.080859999999999987 0.095175000000000023 0.056735000000000001 -0.029094999999999999 0.14059500000000003 0.19724500000000003 0.084660000000000027 -0.083794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 10 -2 -9 -8 -14 15 17 22 -13 -19 -18 -21 23 -17 24 25 -22 -6 -25 -20 -30
right_child=9 -3 4 -5 26 -7 12 8 -10 -11 -12 14 13 -15 -16 16 19 18 28 20 21 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.0010543428219515979 0.0011744905488834147 0.00066905392104529729 -0.0011771704969799606 -0.0009958015286172274 -0.0010754585534254186 -0.0011800457379761047 0.0010702894777985881 0.0011832711632405169 -0.0011850019770557752 0.00077924677660745091 -0.00078189575403383126 0.0010153681768238923 -0.00060933580908049685 0.00098651521948535815 -0.0011888979931426989 0.001007797269638819 -0.00084290062700089537 0.00047116352122623467 -0.001123462190211871 -0.0011422325602117693 -0.00094786335823746667 0.0007463084832840392 -0.00090551208849383663 -0.0011959535808895715 -0.00044979066119828242 0.00036120107599509847 0.0011956867220983634 6.2704046967745992e-05 0.00094984233705435481 -0.00084591417725607084
leaf_weight=0.055365912543493323 0.092030933607020415 0.36034226286574256 0.19000394880276861 0.48616759647120478 0.28387499260134053 0.14157389556930855 0.22999675176106382 0.10060345999954634 0.12654167201253574 0.56366410630289465 0.18239755174727168 0.085166732897050679 0.13118864572606981 0.082097275997512043 0.094722992158494779 0.042124021420022473 0.1536090835870717 0.11846192866505589 0.37803693200839905 0.092400627239841326 0.090023001306692385 0.59724315966013808 0.31393339924397912 0.13777600688626979 0.32633340227766883 1.6432155870352274 0.026083871140144765 0.14419794321293011 0.066103037752327509 0.10583699616108788
leaf_count=16 83 118 196 470 341 303 38 34 33 154 28 11 70 13 14 8 21 39 248 22 13 88 375 39 35 232 3 18 14 44
internal_value=0 -0.000133332 -0.000179648 -0.000786197 -0.000122034 -7.82065e-05 -4.84916e-05 -0.000104399 -6.0245e-05 0.000482891 -0.000125812 -2.85444e-05 0.000557692 4.93362e-06 -5.63202e-05 -3.13389e-05 4.93038e-05 -0.000410243 -0.000591882 0.000130745 0.000180085 0.000221661 -0.000679155 8.78429e-05 0.000175483 0.000293209 -0.000884336 -0.000552292 -0.000820856 -0.000155528
internal_weight=0 6.60303 6.24268 0.541534 5.70115 5.39119 5.24962 4.80633 4.61633 0.838093 0.274428 4.48979 0.443283 0.213286 4.38918 4.29446 3.54086 0.753606 0.668439 3.1848 3.03119 2.93879 0.356057 2.34155 2.05957 1.73324 0.309959 0.281974 0.549977 0.17194
internal_count=3121 2856 2738 486 2252 1908 1605 1484 1288 265 111 1255 121 83 1221 1207 851 356 345 468 447 425 383 337 280 245 344 57 306 58
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=123 3 3 124 0 42 15 43 47 9 48 132 42 14 457 48 3 160 49 49 2 43 51 1 0 133 3 448 0 15
split_gain=0.192541 0.153104 0.158275 0.143273 0.168417 0.12327 0.115554 0.127597 0.115081 0.110832 0.0998852 0.128122 0.099712 0.0918795 0.101866 0.0981633 0.14697 0.166129 0.085523 0.0830707 0.0846191 0.107928 0.0893596 0.0754342 0.0727406 0.0694495 0.0666758 0.0661242 0.0661033 0.063792
threshold=1.0000000180025095e-35 0.20828500000000003 -0.10831999999999999 0.14970500000000003 -0.10151999999999999 -0.088934999999999986 -0.24436499999999997 -0.20207499999999998 0.12033500000000001 -1.0000000180025095e-35 -0.064549999999999982 0.081240000000000021 -1.0000000180025095e-35 -0.10708499999999999 -0.0029299999999999994 0.12879500000000002 0.090900000000000009 0.088020000000000015 0.082865000000000008 -0.076109999999999997 0.10613000000000002 0.13895500000000002 -0.040379999999999992 0.11414000000000001 -0.036484999999999997 -0.089569999999999983 -0.080934999999999993 -0.072364999999999985 -0.23051499999999997 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 12 13 -9 -1 18 -8 -4 29 16 17 26 19 -12 22 -22 -21 -24 -13 -7 -16 -27 -18 -15
right_child=5 -3 3 -5 6 25 7 9 -10 -11 11 24 -14 14 15 -17 28 -19 -20 20 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0010086482453583604 -0.000522532494501818 0.00072567761209718423 -0.00087718454059672974 0.00098950078031378682 0.00098688861029055009 -0.00066052983527163482 -0.00089389446429352041 0.0013048270643117512 -0.0011618145143766398 -0.00089802840223212233 0.0004929511302228755 -9.237772294328091e-05 0.00071591034470775642 -0.0012550337730802311 0.0011303729948087848 -0.00071620266973163136 0.00118676360948969 -0.0012692814634174812 0.00070671497941333439 0.00035289317172239163 0.0006907211179694885 -0.0012502358902788278 -0.0011180900128146456 0.00015342804266489638 0.0012386026067744743 -0.00048061683829940451 3.6860554385693042e-05 0.0010362187304800454 0.00028870262935430408 4.926335370976407e-06
leaf_weight=0.18963996882666823 0.14651089489052538 0.3141993861645459 0.18803795537678558 0.13059501882526081 0.068243060348322504 0.050368543452350423 0.10047817781742197 0.038141890399856604 0.15856658632401366 1.5230733677817623 0.18610668252222207 0.10194847561069764 0.16665919037768628 0.14058035521156853 0.11232533270958789 0.17018092051148404 0.32195579702965915 0.14747425059613306 0.16382959234761063 0.11177161778323308 0.18254581738437992 0.062705816002562642 0.44604187097866144 0.091628052294254303 0.19456259760772798 0.051369288383284584 0.47496204871276859 0.52891587303747645 0.22815561020979658 0.12252427160274226
leaf_count=32 23 118 35 17 39 14 31 5 24 1901 23 40 35 17 14 10 41 30 35 25 74 7 111 10 29 9 93 219 32 28
internal_value=0 -0.000142206 -0.000189038 -0.000325899 -0.000369264 0.000532136 -0.000643864 -0.000704732 -0.000117029 -0.000844211 0.000134534 2.69724e-05 0.000110416 -3.01188e-05 6.25854e-05 0.000194743 0.000315397 -5.81269e-05 -0.000152656 -0.000282921 -0.000444311 0.000194458 -0.000685532 -0.000901402 0.000780976 0.000777152 0.000246007 0.000901942 0.000814298 -0.000668287
internal_weight=0 6.13693 5.82273 4.09195 3.96136 0.777165 1.8966 1.82835 2.06476 1.56122 1.73078 1.54114 0.267137 1.9062 1.71816 1.45505 1.28487 0.734762 1.24463 1.0808 0.894693 0.245252 0.649442 0.53767 0.296511 0.630654 0.587287 0.580285 0.550111 0.263105
internal_count=3121 2856 2738 2352 2335 265 2011 1972 324 1906 386 354 66 300 265 220 210 137 285 250 227 81 146 121 69 242 107 228 73 45
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=123 1456 375 1365 4 11 47 13 128 13 14 3 3 48 16 15 52 1 2 13 1452 457 160 40 131 47 52 48 3 1
split_gain=0.0340696 0.0418442 0.0368317 0.0367161 0.0405536 0.0547585 0.0494534 0.0465103 0.0440802 0.0395427 0.0339999 0.0396042 0.0360584 0.05156 0.0482994 0.0392503 0.0366235 0.0348386 0.0517149 0.0395379 0.0325285 0.034118 0.036547 0.0454608 0.0326297 0.0292264 0.0284455 0.0443589 0.0462863 0.0527925
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.080455000000000013 0.12431000000000002 -0.53104499999999988 1.0000000180025095e-35 -0.50061499999999992 0.076175000000000007 0.30112000000000005 -0.10831999999999999 0.082620000000000013 -0.27167499999999994 0.091650000000000023 -0.43320999999999993 0.080000000000000016 0.11093500000000002 0.021350000000000004 0.091750000000000012 0.5717850000000001 -0.091944999999999985 0.064905000000000018 0.10370500000000001 0.11069000000000002 0.0031350000000000002 0.12737000000000001 0.090900000000000009 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=1 3 -2 4 5 7 25 -1 9 -9 11 12 13 17 -14 16 -16 18 19 -11 21 22 23 -18 26 -6 27 28 29 -24
right_child=2 -3 -4 -5 6 -7 -8 8 -10 10 -12 -13 14 -15 15 -17 20 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036754876035423822 -0.0036625572453867408 -0.0036464835499853002 0.0015609896068234084 -0.0032795977743504154 0.00083199248700034157 -0.0034068777770790604 -0.0026405824469834032 0.0036741317289283471 -0.0036547071115921414 0.00069743688532853982 -0.0036544984978324449 0.003647988507404702 -0.0036609924300460145 0.0033171551407234698 -0.0036462815175462376 -0.002439038390506079 -0.0031622382697813227 0.0026844466932240893 0.0020432443894443961 -0.0031867675393620924 -0.0036657008593658741 -0.0036647900018990679 -0.0013310414087104345 0.0036653059488828514 -0.0036579613992638073 0.0036813781985497117 0.0019795149266836707 -0.0037091186217619635 0.0020691898892157253 0.0023943620285534731
leaf_weight=0.050002183415927992 0.01933955546701327 0.046360586919035884 0.23954508877886826 0.048682945884138351 0.42991720255122334 0.074800071259232825 0.050430938950739801 0.037833431269974294 0.045088129730174953 0.054983748239465391 0.034749115255180985 0.038199069127585861 0.058835326586632042 0.087237033945712028 0.035353136081539893 0.098724717657205474 0.067673838570045275 0.055346810971968807 0.069601901239366271 0.094366605308096041 0.028789064618649718 0.028149210964329541 0.18905457018626959 0.015981518605258316 0.022155453095365374 0.053679577365983278 0.20101882589096931 0.033275747700827196 0.17986212246250943 0.068770199963182677
leaf_count=7 5 269 260 48 259 127 16 8 196 12 49 46 49 20 151 342 179 23 10 51 28 7 413 4 91 11 362 6 40 32
internal_value=0 -0.000222449 0.00117077 -0.000151979 -8.28905e-05 -0.000362198 0.000790475 -0.000219417 -0.000107569 -9.4356e-07 -9.60383e-05 -9.40866e-06 -0.000109978 0.000879003 -0.000457912 -0.000263391 -1.65291e-05 0.000103582 -0.000548809 -0.00175679 0.000137201 0.000273044 0.000415559 -0.0018579 0.00068955 0.00114828 0.000832889 0.000343481 0.000651585 -0.000337356
internal_weight=0 2.29892 0.258885 2.25256 2.20388 1.66985 0.534028 1.59505 1.54505 1.49996 1.46213 1.42738 1.38918 0.361536 1.02764 0.968808 0.870084 0.274299 0.218952 0.14935 0.834731 0.805941 0.777792 0.0836554 0.694137 0.483597 0.671981 0.470963 0.437687 0.257825
internal_count=3121 2856 265 2587 2539 2253 286 2126 2119 1923 1915 1866 1820 116 1704 1655 1313 96 73 63 1162 1134 1127 183 944 270 853 491 485 445
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=1 12 3 3 11 1 376 38 47 4 31 151 50 52 2 2 147 43 49 49 16 42 150 16 1 4 49 49 0 2
split_gain=0.252456 0.166986 0.149849 0.215153 0.151002 0.146095 0.138647 0.135464 0.12857 0.140229 0.0953391 0.0882702 0.0834356 0.0967307 0.103849 0.108904 0.1217 0.105018 0.0828093 0.107166 0.156202 0.111166 0.078678 0.096094 0.0815169 0.07549 0.0775665 0.175127 0.0767414 0.0737718
threshold=0.098700000000000024 -0.064509999999999984 -0.12018999999999998 0.090900000000000009 0.080455000000000013 0.090540000000000023 0.049360000000000008 0.10657000000000001 0.090280000000000013 -0.17966999999999997 -1.0000000180025095e-35 -0.50825999999999982 0.10616500000000001 -0.28430999999999995 0.11448000000000001 0.11215000000000001 0.10271500000000001 -0.079109999999999986 0.0034800000000000005 -0.009329999999999998 -0.0083599999999999976 0.075730000000000006 -1.0000000180025095e-35 -0.5335399999999999 0.12337000000000002 -0.080924999999999983 -0.081404999999999991 -0.088694999999999982 -0.24955499999999997 -0.18970999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 18 -5 10 -2 9 -3 -4 -11 13 -13 15 16 17 -15 19 -1 -21 -22 -10 -24 -25 -12 27 -27 -28 -30
right_child=1 8 3 5 -6 -7 -8 -9 22 11 25 12 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 26 28 -29 29 -31
leaf_value=0.0012197335602102889 0.0012649726432850882 -0.0012169696931320587 0.001465265572000515 -0.00020662447758545752 -0.0010943666490531422 0.0011423737231884303 0.00021274555013440913 -0.00033964533782112314 -0.0014454831919889272 -0.0014433253272100037 -0.00043374493633317393 -0.00099156675453441448 -0.0008020386020398065 1.5048716147935886e-05 0.0012140273412033504 -0.00056744376324395821 -0.00051427158423319997 0.0012099974198247385 0.0011744474062458123 -0.0012174965323089124 0.0011250625899537961 -0.00037564440388937324 0.0012326020433974128 -0.00088534368804457078 8.2429160895867206e-05 -0.00144468594255764 0.0014590012588713351 0.00062905870384400851 0.0014566342378432658 -0.0013805664046072168
leaf_weight=0.14955008481047116 0.46122175307391478 0.11973630885768272 0.035381164401770193 0.72175911368685763 0.1720295594423078 0.21185747918207198 0.28357524273451407 0.13988729030825198 0.12177001847885549 0.052444199100137312 0.51190081226377526 0.081838311481988391 0.10376372514292587 0.21548782801255584 0.41133767704013724 0.20462242024950683 0.16514878673478961 0.49405136445420639 0.20083035272546113 0.18584583430492785 0.19894643685256574 0.20392046007327735 0.08395348209887743 0.3422034098766743 0.36906708288006485 0.1783885276527144 0.020583372563123592 0.15549996128538612 0.019056878983974235 0.98918433427752461
leaf_count=16 240 80 3 77 58 27 39 18 18 6 543 23 29 32 140 17 11 70 24 45 20 21 9 82 47 70 1 18 1 1336
internal_value=0 0.000209247 -0.000314688 -0.000474777 0.000135873 9.94919e-05 -0.000719194 0.000891553 6.09363e-05 0.000277855 -0.000857559 0.000381393 0.000438482 0.00052034 0.000603346 0.000370608 0.000590053 0.00084709 0.000361237 0.000140018 -0.000134261 0.000365445 -0.000376318 -0.0002126 -0.000383182 -0.000901399 -0.00107707 -0.000478893 -0.0012712 -0.00132694
internal_weight=0 3.36653 4.23831 3.12719 1.11112 0.933617 2.19357 0.601109 2.76542 1.84843 1.91 1.72869 1.67625 1.57249 1.49065 1.07931 0.874688 0.709539 0.939093 0.738263 0.588713 0.402867 0.916994 0.795224 0.71127 1.87461 1.36271 0.333888 1.02882 1.00824
internal_count=3121 822 2299 2115 184 104 2011 258 564 408 1972 328 322 293 270 130 113 102 126 102 86 41 156 138 129 1969 1426 88 1338 1337
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=31 421 14 1374 150 484 2 9 1375 1 11 42 13 3 14 3 43 42 43 52 3 4 49 47 52 16 52 15 1 40
split_gain=0.0326652 0.0319956 0.0484993 0.0331829 0.0399541 0.0397153 0.0393886 0.0528633 0.0461343 0.0360704 0.0441165 0.0469962 0.0636604 0.0459839 0.0395307 0.0373415 0.0376814 0.0607815 0.0427064 0.0396228 0.0373475 0.0428067 0.0359679 0.0415552 0.0357625 0.0342936 0.0519894 0.0329271 0.0303685 0.0285868
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.10637000000000001 0.081835000000000019 -0.0068949999999999992 0.090675000000000019 1.0000000180025095e-35 -0.43996499999999994 0.111945 0.088215000000000002 0.093775000000000011 0.41383500000000001 -0.10115999999999999 -0.10708499999999999 -0.084074999999999997 -0.075574999999999989 -0.093284999999999993 -1.0000000180025095e-35 0.11434500000000002 -0.077774999999999983 -0.082594999999999988 -0.006494999999999999 0.09055500000000001 -0.077024999999999996 -0.004174999999999999 0.089325000000000015 -0.24436499999999997 0.089770000000000016 -0.0095299999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 7 24 -8 10 11 13 -13 25 -15 -16 17 -17 -18 22 21 -19 -20 -24 -6 26 -7 -11 -10 -3
right_child=1 2 -4 -5 6 9 8 -9 28 27 -12 12 -14 14 15 16 18 20 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035035691431474954 0.0035102743166541541 0.0014041481341274355 -0.0028908953488158118 -0.0033093745510141431 0.00062065025949942145 0.0012593864255442183 -0.0015312416862992878 0.0035030323843609776 0.00018990350737968989 0.0025248196671863207 -0.0035208276990688083 -0.0032522489466978084 0.0035594469349025486 -0.0034523171315068955 -0.0034906884272334062 -0.0035135108542388017 -0.0034991448627945841 0.0035530881802670541 -0.0030023293973324601 -0.0035150446516210429 0.0032598857802610026 -0.0034920226442574469 0.0011491997888281441 -0.0022132545663124687 -0.002706279536327781 0.0020341148775330567 -0.0035455516113213478 0.00021512411257120165 0.0027160637204936095 -0.0031522830582798467
leaf_weight=0.030626024592493528 0.029171363494243319 0.020599924820999149 0.076917016418519668 0.038003263325663172 0.068607268267442123 0.081868747696717037 0.05167794760200195 0.033979337262280751 0.079024738068255829 0.094436227198457345 0.054669553719577269 0.11427814720627782 0.019552988931536674 0.05265538897947597 0.042091906872429807 0.027349028343451209 0.055560910713212563 0.01786603219807148 0.039021140728438541 0.039999053653446026 0.105879496411036 0.025439982699936081 0.25244661948908242 0.054358297233193298 0.092103666755974589 0.18242786275186618 0.041190371524862712 0.36704706434829848 0.21675113596575102 0.089803080250023704
leaf_count=86 20 13 98 24 38 50 4 20 39 147 52 311 1 18 476 19 248 1 22 34 74 144 218 34 104 73 21 147 146 439
internal_value=0 -0.000121442 -0.000164939 -7.60457e-05 -2.30972e-05 -0.00027581 0.000805946 -0.000450184 0.0015098 -0.000141703 -0.000458935 -0.000313627 -0.00225705 -5.81747e-05 -0.000543552 -0.000311492 -9.49298e-05 0.00126721 -0.000639725 -0.000227953 0.00214362 -0.00058554 0.00015224 0.000553455 -0.00128602 0.00107416 -0.000348923 0.000687772 0.00204113 -0.00230211
internal_weight=0 2.46478 2.43561 2.35869 2.32069 1.77854 0.542144 0.19469 0.347454 1.66814 1.20666 1.15199 0.133831 1.01815 0.712668 0.660012 0.617921 0.176535 0.441386 0.385825 0.149186 0.043306 0.345826 0.306805 0.160711 0.305487 0.123059 0.461483 0.295776 0.110403
internal_count=3121 3035 3015 2917 2893 2542 351 162 189 2090 1796 1744 312 1432 1288 1270 794 238 556 308 219 145 274 252 142 144 71 294 185 452
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 50 52 2 484 42 133 4 3 4 13 1 4 151 16 160 52 133 2 1456 13 11 15 456 4 3 47 10 45 42
split_gain=0.202166 0.140541 0.139069 0.124448 0.110384 0.102876 0.111692 0.138937 0.147615 0.117574 0.113216 0.130833 0.129341 0.096463 0.112667 0.0962664 0.0956214 0.0936047 0.0886224 0.0859607 0.106853 0.101787 0.0991685 0.117752 0.0939631 0.120469 0.0994127 0.15754 0.083582 0.0736983
threshold=0.094090000000000021 0.07826000000000001 -0.43320999999999993 0.14753000000000002 -0.0068949999999999992 -0.095284999999999995 0.10622000000000002 -0.15289999999999995 0.090900000000000009 -0.49405499999999997 0.15641500000000003 1.0000000180025095e-35 0.053925000000000008 -0.085369999999999988 -0.095094999999999985 -0.26568499999999995 0.11008000000000001 -0.25159999999999993 0.17025000000000004 -1.0000000180025095e-35 -0.0062949999999999994 0.087830000000000005 0.024640000000000006 0.086895000000000014 0.033845000000000007 0.12178000000000001 0.12282000000000001 0.0036750000000000007 0.08572500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 7 9 10 16 11 -9 13 -13 -15 -4 -7 -17 -8 -19 21 28 23 24 -22 26 27 -26 29 -21
right_child=2 -3 3 -5 5 6 18 8 -10 -11 -12 12 -14 14 -16 17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001228297107704753 -0.0012192242827831824 -0.0012205401576137829 -0.0010059139533892148 0.00097627393381307401 -0.0011628972568606855 -0.00084289053273428453 -0.0012374515678420192 -0.00092350394119213627 0.00035321265378480379 0.00067618669238844319 0.00071447858644460972 0.00080583450872386139 0.0011185989242226664 0.00043519830060471194 -0.0010089026638273177 -0.0011085270963755031 0.0004916239126241174 -0.00088089386422832356 0.0012470276033342315 -0.00040402086691823392 0.00072455411065468483 -0.00059153514944495036 -0.00069179741263934616 -0.00093268509303593805 0.00094877512516093859 -0.00075320083289571148 -0.00054366123922015548 -0.0003341136985480184 -0.00072937835121185727 0.00083990654215973515
leaf_weight=0.14871612049319161 0.10748157376656342 0.21488495574885735 0.10876401711721095 0.27164722961606447 0.14301132743276079 0.17615210491931066 0.18810960119299114 0.64533453303010702 0.47169782454147924 0.58169955376070159 0.11566611676244054 0.083171034217230044 0.10135125562374014 0.10837341393926181 0.30468785420089262 0.083995252905880835 0.14471108873840421 0.10639633086975875 0.023948455229401588 0.076704720937416204 0.44598478553234011 0.10829417675267916 0.23223967046942573 0.13385235145688046 0.40430869461124508 0.21519019285915419 0.17274623701814562 0.21800766092201229 0.061080309329554439 0.86757041229429877
leaf_count=263 119 437 36 112 147 35 215 794 38 45 15 18 15 14 120 26 9 45 1 20 61 14 32 12 87 23 18 17 7 326
internal_value=0 -0.000267917 0.000143706 0.000185479 -0.000204671 -0.000155373 -0.000106445 -4.0455e-05 -0.000233058 0.000350119 -0.00043661 -0.00054373 -0.00013361 -0.000389363 -0.000630019 0.000119078 -0.000241017 0.000158215 -0.000956871 0.000193188 0.000232111 0.000528961 5.07027e-05 0.000159148 0.000259506 5.42061e-05 0.000272737 0.000499358 0.000649658 0.000738861
internal_weight=0 3.45152 3.61426 3.50678 3.23663 3.08791 2.9449 2.73284 1.83028 0.902563 1.35858 1.24292 0.597584 0.496232 0.413061 3.23513 0.320863 3.12637 0.212058 3.04238 2.93598 1.11365 1.82233 1.59009 1.45624 1.01025 0.795063 0.622316 1.00536 0.944275
internal_count=3121 2166 955 836 1729 1466 1319 1103 1014 89 976 961 167 152 134 724 44 688 216 662 617 367 250 218 206 145 122 104 353 346
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=123 484 4 453 11 133 3 0 13 39 2 148 42 0 0 3 13 9 43 43 4 46 14 15 150 160 42 133 13 15
split_gain=0.190216 0.126876 0.111422 0.176736 0.114604 0.112842 0.101213 0.125414 0.134774 0.133467 0.105139 0.0947765 0.0927743 0.0872337 0.0908097 0.0781114 0.0738339 0.0734927 0.0719264 0.0867898 0.0826623 0.0764403 0.0770035 0.0705448 0.0676821 0.0798735 0.0811698 0.0660161 0.0619165 0.0660506
threshold=1.0000000180025095e-35 -0.0068949999999999992 0.27044500000000005 1.0000000180025095e-35 0.080455000000000013 0.10622000000000002 -0.12018999999999998 -0.10607499999999999 -0.15078499999999997 0.16946000000000003 0.08622500000000001 -1.0000000180025095e-35 -0.088934999999999986 -0.14832499999999996 -0.23091999999999999 0.092670000000000016 0.10002500000000002 -0.036024999999999995 -0.074359999999999996 -0.074974999999999986 -0.083644999999999983 0.14045500000000002 0.018475000000000002 -0.11713499999999999 -0.17852999999999997 0.032695000000000009 0.088380000000000014 -0.089569999999999983 -0.080344999999999986 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 11 4 -4 5 6 10 13 -9 17 -3 -1 -2 14 -8 -16 -12 -10 19 20 28 22 -20 -15 -22 -26 -27 -14 -19 -30
right_child=12 2 3 -5 -6 -7 7 8 9 -11 16 -13 27 23 15 -17 -18 18 21 -21 24 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.001346245950479025 -0.00064885392149532017 -0.00058929153253909868 0.00060216571999423512 -0.0015780893628518687 -0.0014345633107867477 -0.0012859935756214592 0.00052610683256126074 0.00046089134302600506 0.0015890736914173221 0.0015850618600238514 0.0014300256413256004 -0.0012469024705429911 -0.00089934588241773368 -0.00056709440306815543 -0.00012501909431688295 -0.0013248958055625799 0.00024386961418332919 0.0016114937407098911 -0.0015700511237449794 0.0014495000295365278 0.0014433947767119881 0.00084770544002274581 0.0015772426522037359 0.00084287566207096802 -0.0015709277554149367 -0.0014472309631185793 0.0013094462967593837 0.0010831600601972347 -0.0015772831194019233 0.00091247514891410831
leaf_weight=0.037741450170869939 0.10674986965022981 0.18151750109973397 0.84717651528626436 0.10131064220331609 0.18190116226469388 0.20800954864898802 0.27552558766910806 0.27739791887870602 0.029587862751214611 0.057716615352546685 0.23741077131126076 0.3765360869183495 0.044231658801436424 0.10608707687060814 0.35995713682495989 0.20855341310380027 0.27643413108307868 0.054331740364432335 0.51590755392680665 0.048970707401168156 0.025112173694651574 0.037558708572760224 0.019640418700873852 0.46454004186671249 0.3265205971620162 0.049597534874919802 0.054630440405162517 0.53945589103386726 0.056851887573429849 0.047683651515399106
leaf_count=16 23 32 240 14 125 330 29 33 5 13 26 473 14 24 32 26 26 2 815 7 4 3 2 79 376 65 11 228 41 7
internal_value=0 -0.000180683 -0.000112595 0.000369286 -0.000224033 -0.000167854 -0.000105189 -0.000228887 -0.000527873 -0.000735017 0.000431359 -0.00101066 0.000688364 0.000109589 -0.000208945 -0.000565184 0.000791907 -0.000840756 -0.000898884 -0.000549285 -0.000708513 -0.00130374 -0.00145463 0.000580744 -0.00104623 -0.00119138 -2.33584e-06 0.000932926 0.000260556 -0.000441585
internal_weight=0 5.46421 5.04993 0.948487 4.10144 3.91954 3.71153 3.01617 1.60151 1.32411 0.695362 0.414278 0.690437 1.41466 0.844036 0.568511 0.513845 1.26639 1.23681 0.663699 0.614728 0.573107 0.535548 0.570627 0.455861 0.430749 0.104228 0.583688 0.158867 0.104536
internal_count=3121 2856 2367 254 2113 1988 1658 1574 1384 1351 84 489 265 190 87 58 52 1338 1333 513 506 820 817 103 456 452 76 242 50 48
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 151 15 155 1348 1456 49 13 13 456 0 43 151 45 11 130 403 48 2 150 452 133 1 48 12 42 8
split_gain=0.0326298 0.0373199 0.0405404 0.0369988 0.0350144 0.0395593 0.0362928 0.0328439 0.0355116 0.0416866 0.0422374 0.0472642 0.0449629 0.042663 0.0386284 0.0582798 0.0464657 0.0462615 0.0384336 0.0416449 0.0370385 0.0502255 0.0366364 0.0351779 0.0321596 0.0321003 0.0297611 0.0395597 0.0403189 0.0287256
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 -0.47006499999999996 0.088610000000000008 0.090205000000000021 -1.0000000180025095e-35 0.10969000000000002 -0.53104499999999988 -0.10664 0.087440000000000004 -0.23091999999999999 -0.06984499999999999 -0.086944999999999981 -0.080359999999999987 0.080150000000000013 -0.23647499999999996 -0.088999999999999982 0.095425000000000024 0.113445 0.092010000000000022 0.085195000000000007 -1.0000000180025095e-35 0.11507500000000002 0.083985000000000018 -0.093619999999999995 -0.09693499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 23 10 -10 25 13 -13 17 -16 -17 18 -15 -20 21 29 -21 -7 -4 -12 27 -26 -29 -18
right_child=-2 2 24 -5 5 6 -8 -9 9 -11 11 12 -14 14 15 16 20 -19 19 22 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0027834507726491693 0.0027884113286834487 -0.0024344978810376594 -0.0014432674033156749 -0.0027721639359372177 0.0027761138971514354 -0.0027752745139324134 -0.0027765021320195105 0.0023929922815125512 -0.0026896180312029712 0.0015839680752089661 0.00046544020287761056 0.0012413218232549621 -0.0027321719685763786 -0.0027969787646976536 0.001678802846096587 0.0027954471038429225 -0.0019249823496429296 -0.002713907036101239 -0.0027822182002968936 0.0010861350661276466 0.00095445929869306177 0.00066505404677455547 -0.0023893146034422823 0.0027969791597479061 -0.0014068754972556606 0.0027773975181223801 0.0026794881667184965 -0.0028027759759094487 0.0027310674153263191 0.0018777784569219036
leaf_weight=0.0389899773908845 0.030423423861066001 0.049062019505074494 0.034777556844346691 0.041187118727066152 0.036815294315604041 0.063229308561861264 0.038657561810396035 0.040713501039135624 0.048805953600096319 0.11307506388675403 0.30811792827626217 0.13877782042254838 0.056511256547309929 0.026252619925799081 0.064993377673092545 0.022832130314784482 0.44210005318653356 0.038309167352053919 0.025420608157219249 0.37687248487600467 0.053994992165826261 0.073943261695603724 0.02477669062136556 0.010066238231956959 0.047904042767186183 0.054115313858346781 0.086032282188170939 0.012067589908838272 0.061625788554010685 0.015768530065543018
leaf_count=18 23 58 30 267 58 274 176 30 11 89 122 28 66 10 22 4 861 27 118 353 51 66 61 1 23 53 104 1 104 12
internal_value=0 -9.6533e-05 -5.30052e-05 -0.000173253 -0.000122838 -6.81581e-05 -0.000119555 -6.81655e-05 -0.000119342 -4.5814e-05 -0.000149838 -7.78867e-05 -0.000314499 -0.000209728 -0.000382541 -0.000813167 -0.00107927 0.000207501 0.000454382 0.000654248 -0.00123029 -0.00145211 0.000871744 -0.00200999 0.00102066 0.000810832 0.00143336 0.000551709 0.00182488 -0.00179402
internal_weight=0 2.4458 2.40681 2.1644 2.12321 2.07415 2.03733 1.99868 1.95796 1.88467 1.77159 1.72279 1.36055 1.30404 1.16526 0.673632 0.608639 0.491632 0.453322 0.42707 0.585807 0.531812 0.401649 0.0732955 0.242407 0.362233 0.20763 0.121597 0.0736934 0.457869
internal_count=3121 3098 3080 2818 2551 2493 2435 2259 2229 1954 1865 1854 1679 1613 1585 1016 994 569 542 532 990 939 414 275 262 175 232 128 105 873
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 484 41 8 151 16 401 133 457 38 160 133 457 51 52 15 1 0 2 16 15 16 43 11 130 43 12
split_gain=0.0303822 0.0299664 0.0350945 0.0344811 0.0322278 0.0339182 0.034521 0.0315309 0.0433603 0.0304882 0.0312426 0.0322265 0.035364 0.0318116 0.0508005 0.032423 0.0362186 0.0345565 0.029802 0.0407559 0.0406494 0.0442814 0.0367766 0.0396338 0.0488983 0.0385929 0.0361001 0.0268546 0.0265039 0.0301539
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 -0.0068949999999999992 0.078475000000000017 0.078785000000000008 -0.40381499999999992 -0.54165499999999989 0.083100000000000021 0.088385000000000005 -0.0029299999999999994 1.0000000180025095e-35 -0.090969999999999981 -0.014339999999999997 0.5717850000000001 0.081440000000000026 0.092320000000000013 -0.074054999999999996 0.09253500000000002 -0.15202999999999997 0.11215000000000001 -0.008904999999999998 -0.024814999999999997 0.15891500000000003 -0.11720999999999999 0.093970000000000012 -0.23647499999999996 0.084740000000000024 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 9 -5 -9 10 11 -6 13 14 -13 16 17 27 19 -10 21 -21 -20 -24 -25 -26 -22 -15 -29 -30
right_child=1 2 -4 7 5 -7 -8 8 18 -11 -12 12 -14 15 -16 -17 -18 -19 22 20 26 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0039687286700438021 -0.0031857547121946495 -0.0039627069111428164 0.0029977110597541874 -0.0030876684718109558 -0.0027847856276217871 -0.0027730080392700807 0.0030135405893339695 0.0039272213565078092 -0.0039540100602454423 -0.0039183832259909431 -0.0028688652070104994 0.0030373997118469725 -0.0039852769034335028 -0.0039923772728492641 -0.0039326406641619627 -0.0039718812108537824 0.0023710194293559647 -0.0027466829199132015 -0.0016351397378160195 0.0026628767120045744 0.0036935028778643264 -0.0020379430176888113 -0.0036650866748256451 0.0027400241451625397 0.0031521358521582098 -0.0014388185985484544 -0.0017079923380798354 0.00098632525128180409 -0.0039810858580568813 0.0018952384744707919
leaf_weight=0.028526568833513344 0.067902838108694019 0.030603276638430543 0.07335668068844825 0.041065621750021819 0.063167575606712489 0.086562291082373011 0.049656528110062825 0.052756034863705281 0.022132203764158476 0.036220444011632824 0.065717631370716845 0.022347376419929788 0.031438835219887551 0.019829780452710111 0.060504900116029603 0.024339538533240557 0.15453257400531584 0.055290827873250237 0.20634422652437934 0.054201680337428115 0.13767912318689923 0.073934942694904748 0.032434251741506159 0.13160558042090975 0.036281346632677014 0.13457563726478838 0.022460899199359119 0.49192528424191528 0.037113211586984107 0.021537252732741763
leaf_count=86 384 49 104 25 85 73 52 40 122 192 363 24 20 4 159 7 78 61 141 15 140 31 82 58 12 116 11 518 43 26
internal_value=0 -0.000133093 0.000362463 0.000164411 -0.000536833 -0.000389422 -0.000207413 0.000297999 0.000451729 -0.000354965 -0.000231778 -5.53034e-05 0.000132337 0.000278212 -0.00205264 0.000518237 0.000658308 0.000235308 0.000236437 0.00121228 0.00160891 -4.95004e-05 -0.00032322 0.00048511 0.000930152 -0.000463933 0.0029359 0.00052436 0.000687037 -0.00182322
internal_weight=0 2.33752 1.04943 0.976075 1.28809 1.22018 1.13362 0.945472 0.904406 1.08397 1.04774 0.982027 0.91886 0.887421 0.0828523 0.804568 0.780229 0.625696 0.85165 0.310409 0.288277 0.128137 0.541241 0.334897 0.302463 0.170857 0.16014 0.570406 0.550576 0.0586505
internal_count=3121 3035 946 842 2089 1705 1632 793 768 1580 1388 1025 940 920 183 737 730 652 728 319 197 46 409 268 186 128 151 591 587 69
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=39 42 376 4 43 160 1456 1373 402 147 14 15 474 15 3 159 3 49 133 133 1213 483 50 1375 13 156 13 0 43 47
split_gain=0.0277506 0.0343673 0.035554 0.0353893 0.0479623 0.0409629 0.0344001 0.0349458 0.0333479 0.0344784 0.0346718 0.0332787 0.0537194 0.0495952 0.0367595 0.039696 0.04434 0.0377462 0.0599364 0.0398649 0.0394948 0.0403753 0.0317142 0.0313665 0.0323856 0.0333645 0.0354124 0.0289495 0.0498031 0.0366036
threshold=0.16946000000000003 -0.11466499999999999 0.088470000000000007 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.099250000000000019 -0.095989999999999978 -1.0000000180025095e-35 0.076175000000000007 -0.24436499999999997 -1.0000000180025095e-35 -0.18895499999999996 0.30112000000000005 0.10862000000000001 -0.10831999999999999 -0.090734999999999982 -0.10298999999999998 0.111585 -1.0000000180025095e-35 0.089025000000000007 0.13146500000000003 -0.43996499999999994 -0.53104499999999988 0.091255000000000017 -0.10664 -0.12333499999999999 -0.074359999999999996 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 -7 -10 11 12 -11 -13 15 16 -15 -18 -19 20 -20 23 -14 -22 -25 26 -26 -28 -29 -30
right_child=-2 2 -4 5 -6 6 -8 -9 9 10 -12 13 22 14 -16 -17 17 18 19 -21 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0021823228353077188 0.0034555367579413676 0.0015931481500546631 0.0024466678062016953 -0.0029656359971355472 -0.0031160448710594681 -0.0032608587986929323 -0.0034379490753494528 -0.0034509898224819799 -0.0034520631020143679 -0.0034997887351749172 -0.0018844783195427872 -0.0027627958395268332 0.0033308758968265575 0.001495132167383211 0.0034399305260775716 -0.0032581571225466835 -0.0018021852801413697 -0.0034403322444740113 -0.0034396038949262874 -0.0034545879301969597 -0.0011965583793757074 -0.0034423144032797622 -0.0021097103332739708 -0.0034561188567301046 0.00346199260661454 -0.0027387386819330678 0.0018206428828943704 0.0013817123005185757 -0.0022157343312162797 0.0033840438262927653
leaf_weight=0.090541717249835396 0.026038631596747908 0.034959657583385706 0.066622417623875552 0.052949458991862985 0.094261588907103344 0.031929499605213851 0.031926540157655725 0.031131212104810291 0.028734917541443639 0.018488021567463875 0.078977232202305347 0.060190401411091776 0.1181500027978476 0.3379304732516174 0.045955721456266363 0.035649350541461788 0.11369988208934956 0.048202486229457886 0.02736711046600393 0.029247231966110121 0.077347420901789143 0.026234018218019628 0.014146080706268549 0.017948420718312152 0.082599044704693259 0.024351040060537343 0.30630220439707034 0.19893620414859459 0.10030060327425261 0.015953111462295055
leaf_count=169 23 6 58 215 145 200 218 21 18 1 69 51 186 141 61 73 74 253 226 118 9 89 6 3 14 60 120 273 218 3
internal_value=0 -0.000109924 -2.26706e-05 -0.000101617 -0.00184201 1.34405e-05 9.63877e-05 0.000156737 0.000217822 0.000279299 0.000339604 0.00044299 0.00198293 0.000293011 0.000416618 0.000320271 0.000410976 6.80905e-05 0.00029081 0.000489192 0.000620663 0.000751394 0.00274913 0.000884953 0.00110066 0.00121293 0.0013496 0.00106886 0.00033827 -0.0014473
internal_weight=0 2.24103 2.15049 2.08387 0.129221 1.95465 1.9017 1.86977 1.83864 1.80671 1.77798 1.699 0.150784 1.54821 1.48802 1.44207 1.40642 1.06849 0.954789 0.906586 0.877339 0.849972 0.132296 0.823738 0.746391 0.728442 0.704091 0.621492 0.31519 0.116254
internal_count=3121 3098 2929 2871 151 2720 2505 2287 2266 2066 2048 1979 193 1786 1735 1674 1601 1460 1386 1133 1015 789 192 700 691 688 628 614 494 221
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=31 45 14 3 46 13 13 43 123 42 151 124 3 0 2 49 43 48 150 1 15 41 0 52 43 14 42 3 15 160
split_gain=0.0280426 0.0274519 0.0441487 0.0277605 0.038376 0.0269368 0.029099 0.028768 0.0301784 0.0368337 0.0349684 0.032502 0.0361089 0.0516406 0.0416249 0.0387557 0.0379849 0.0367781 0.0504103 0.0445236 0.0387377 0.0347087 0.029061 0.042338 0.0285106 0.0407789 0.036965 0.0367503 0.0462563 0.0343688
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.30112000000000005 0.089105000000000018 -0.53104499999999988 -0.50061499999999992 0.24789500000000006 1.0000000180025095e-35 -0.088934999999999986 -0.40381499999999992 0.14970500000000003 -0.12018999999999998 -0.10607499999999999 0.11362000000000001 0.0034800000000000005 0.093175000000000022 0.086260000000000017 0.097810000000000022 1.0000000180025095e-35 -0.11713499999999999 0.075585000000000013 0.11070500000000001 0.10024500000000001 -0.074359999999999996 -0.073394999999999974 -1.0000000180025095e-35 -0.074479999999999977 0.040760000000000005 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 10 -10 -8 12 14 17 15 16 21 19 -19 -14 -21 22 -12 -24 26 -26 -15 28 29 -28
right_child=1 2 -4 4 -6 6 7 -9 9 -11 11 -13 13 24 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0038179754453951807 0.0038305385216783313 -0.003806889106635505 -0.0031862667457793347 0.0038064198893607436 -0.0019798697881449564 0.0036672101833862755 -0.0036634865301258457 -0.0027298622591474826 -0.0016084421517532665 0.0026047266127854378 0.0023349779065238154 0.003563392931621852 -0.0025422839475891935 -0.0031279078480960258 0.0031505038563923232 0.0028107545913710007 -0.0037557316975505325 -0.0026798054199578844 0.00062927678827566914 -0.00079116541891271358 0.0021628374184289824 -0.0021167988173916743 -0.0023761918098954768 0.0029377453792658889 0.0015377713985959163 -0.0030983338622047577 -0.0038089493043844042 0.002888597435836757 0.0022384825678196558 0.00090557939338942043
leaf_weight=0.026421208514875949 0.025087565736613082 0.028796665028495538 0.0677828734187641 0.056892694761700002 0.023352066578809172 0.029112612479367361 0.041660477268125162 0.060974017393164215 0.040379031517659314 0.11630923020129547 0.10378651903738534 0.033574321088963077 0.047605679801563716 0.065599547696365335 0.081295814223267371 0.065700714896593126 0.042158361000474542 0.12703596850406029 0.13954342703800648 0.086911036727542523 0.24456479682703502 0.073337160494702403 0.063487550120044034 0.032870062568690628 0.03173448819143343 0.20088906750333391 0.068227547671085631 0.052587704069083308 0.048772529078632942 0.033205795991307241
leaf_count=86 9 8 99 113 9 6 56 174 22 144 65 13 57 235 54 25 8 46 20 39 83 26 66 4 18 1053 354 62 50 117
internal_value=0 -0.00012168 -0.000168713 -6.84665e-05 0.00212255 -0.000158164 -0.00010376 -0.000161473 -7.64192e-05 0.00151898 -0.000224815 -0.000137617 -0.00021483 -0.000576438 0.000681443 0.000155078 -0.000397704 0.000134042 -0.000947636 0.000894704 0.00138832 0.000119952 0.000939545 -0.000563471 -0.00149203 -0.00246588 -0.000647978 0.000154228 -0.000803087 -0.00226557
internal_weight=0 2.13324 2.10815 2.04036 0.0802448 1.96012 1.93132 1.90221 1.84124 0.156688 1.68455 1.64289 1.60931 1.14668 0.462636 0.38134 0.31564 0.645661 0.266579 0.379082 0.331476 0.273481 0.200144 0.0963576 0.501017 0.232624 0.268393 0.202794 0.150206 0.101433
internal_count=3121 3035 3026 2927 122 2805 2797 2791 2617 166 2451 2395 2382 2134 248 194 169 245 66 179 122 161 135 70 1889 1071 818 583 521 471
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=4 12 453 43 0 0 1 0 16 52 52 13 50 39 14 3 0 52 47 10 156 4 2 2 52 1 159 147 4 1
split_gain=0.22887 0.155826 0.139907 0.127974 0.12619 0.158673 0.144958 0.134239 0.134969 0.0984642 0.127708 0.0978738 0.0855358 0.0822694 0.0795274 0.123832 0.106014 0.0985523 0.0780248 0.0805424 0.091598 0.0775344 0.0767924 0.0963956 0.0728215 0.0675693 0.0718303 0.060983 0.0604553 0.18464
threshold=0.27834500000000006 0.051320000000000005 1.0000000180025095e-35 -0.04890499999999999 -0.060129999999999996 -0.10607499999999999 0.083135000000000014 -0.053834999999999994 0.40020000000000006 -0.012164999999999999 0.096795000000000006 -0.47860499999999995 0.11875500000000001 0.097600000000000006 -0.10708499999999999 0.30112000000000005 -0.23091999999999999 -0.087284999999999988 0.10954500000000002 0.039530000000000003 0.11896500000000002 -0.51843499999999987 0.092120000000000021 0.10327000000000001 0.11434500000000002 0.12765500000000005 -0.50206999999999991 0.10271500000000001 -0.0016099999999999997 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 11 -6 21 13 -11 -3 18 -1 -5 16 -16 -18 19 20 -2 -9 -23 -24 -25 26 -7 -21 -19 -30
right_child=2 4 -4 14 7 25 -8 8 -10 10 -12 -13 -14 -15 15 -17 17 28 -20 27 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.001133418990225465 0.001186980953619742 0.00058033768885899827 -0.0008126965326592661 -0.00097633333155498292 0.0009564416794212991 0.00063570393741810066 0.00032951315911621183 -0.00084690825766659656 -0.0012787222003557506 -0.000684237465657874 0.00068378373430494376 -0.0012789229549334355 -0.00055487736665338328 -0.0001296132532807945 0.00041000117796686732 0.00096025262840001419 -0.0010190333791903067 0.00010344977568079231 -0.00018789648920367351 0.0008109071479978022 -0.00037838188825873936 -0.00051362800443668336 0.00094296126501854799 0.0003415216815523855 -0.0012867697529912437 0.00089072572684595396 -0.0010903430546569152 -0.00056763253533129122 -0.0012795861248665174 7.761599443005445e-05
leaf_weight=0.34865674674801994 0.60387373536650535 0.058220683364197612 0.13235091522801656 0.17041392083047036 0.17297674357541837 0.040556433239544276 0.40432119567412883 0.15387489722343162 0.17110337499616435 0.22202128818025846 0.21711574686923996 0.20918626322236356 0.099753605434670933 0.10886066826060414 0.41119511300348799 0.17076253285631526 0.26467754718032788 0.65492388934944856 0.14452647650614381 0.10377955025614938 0.066782382287783548 0.19369387236656643 0.2607511898240773 0.12358411085733678 0.068766878044698387 0.030928217456676066 0.88754235568558215 0.10270820173900574 0.25921378852217114 0.42664092499762774
leaf_count=116 231 6 16 32 29 29 54 26 119 37 23 108 14 16 29 58 90 68 23 46 6 23 19 40 21 6 1738 4 60 34
internal_value=0 -0.000174994 0.000420573 1.3292e-05 -0.000395773 -0.000622357 -0.000149638 -7.29925e-05 -0.000256233 0.000421131 -7.86786e-06 -0.000874119 0.000566124 0.000832896 -0.000141805 -7.67893e-05 -0.000164602 -0.000311772 0.000675576 0.00081785 0.00103111 -3.77268e-05 0.00015478 0.000440514 -0.000240604 -0.000953461 -0.00101492 0.000125214 -0.000172154 -0.000435329
internal_weight=0 6.02999 1.25377 3.25448 2.77551 1.63076 0.671728 1.14475 0.971774 0.896654 0.439137 0.267407 1.12142 0.457517 2.35783 2.18741 2.01665 1.60546 1.02167 0.877144 0.670656 0.800671 0.646796 0.453102 0.192351 0.959027 0.928099 0.206488 1.34078 0.685855
internal_count=3121 2781 340 563 2218 1941 168 277 248 192 60 114 324 132 371 339 281 252 310 287 237 129 103 80 61 1773 1767 50 162 94
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=31 10 14 147 1348 11 1456 2 160 123 133 13 2 452 484 401 43 456 41 1429 157 403 457 457 51 51 52 52 12 158
split_gain=0.0260851 0.0255457 0.0286004 0.0255838 0.0284156 0.0343582 0.0332287 0.0339498 0.0298579 0.0288657 0.0301457 0.0289599 0.0335141 0.0285653 0.0275891 0.0274149 0.0236545 0.0235655 0.0241115 0.0366075 0.0246213 0.0235308 0.0251133 0.0263043 0.0329431 0.0319979 0.0502026 0.0300362 0.0480257 0.0267081
threshold=-1.0000000180025095e-35 -0.15282499999999996 0.086645000000000014 -1.0000000180025095e-35 0.089175000000000018 0.088215000000000002 -1.0000000180025095e-35 0.098035000000000011 -0.51146999999999987 1.0000000180025095e-35 0.10622000000000002 -0.091904999999999987 0.13501500000000002 0.085195000000000007 -0.079734999999999986 0.083100000000000021 -0.14386499999999997 0.084065000000000015 0.079885000000000025 0.084545000000000009 -0.080799999999999983 -0.081904999999999992 -0.0029299999999999994 0.5717850000000001 0.080335000000000018 0.08955500000000001 -0.07167999999999998 0.092320000000000013 -1.0000000180025095e-35 0.091505000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 13 14 -9 10 11 12 -10 -5 -8 17 -12 18 19 20 -16 -22 -23 24 27 -26 -27 29 -29 -24
right_child=1 2 -4 4 -6 -7 7 8 9 -11 16 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0033069820737767208 0.0024584342805359797 -0.0033095206988783665 -0.0033020865083653798 -0.0032994044266227316 0.0028746014380407574 -0.0021250509086111822 -0.0033056176718633109 -0.0033052213411655781 0.0025146536352785871 0.0023654561131215331 0.0016090743508151181 0.00019952701965898379 -0.0011429439672454844 0.0033203450871459911 -0.0032996854097522977 -0.0032456785915666708 -0.0032732424602964988 -0.0032645283723709648 -0.0027140679876510392 0.0026332313487551252 -0.0029343675919559623 -0.0023936086572928887 0.00043692274263480133 -0.0033091608584433999 0.003254401166449779 -0.0032151005605450408 0.0020833802840034806 0.0033175680774967329 -0.0032812880736467127 -0.0032535879946744679
leaf_weight=0.024628081354422071 0.041413548200581185 0.026669727620175609 0.030821685973933088 0.052751300941055734 0.035084594928775803 0.088091819477995048 0.032857267725832195 0.020933614251589461 0.13775402562987438 0.096408928842720343 0.014866434867144562 0.44221964670941805 0.033839172734587919 0.0081625785678625107 0.025567611484804353 0.031798170152796956 0.03896632676878653 0.02542941714727931 0.035456888674161746 0.05596278191296733 0.028913720779202401 0.041744844917049329 0.45607014041160254 0.02206567779649049 0.073515535339538474 0.029207145852524263 0.057700645726527 0.014916588224878069 0.06033578376082005 0.022304646019620122
leaf_count=86 66 20 48 279 29 89 222 22 81 120 6 394 36 1 84 204 78 69 36 64 349 39 414 7 19 10 71 4 152 22
internal_value=0 -0.000102031 -0.000153999 -0.000105716 -6.26262e-05 -0.000115532 -2.03456e-05 6.06545e-05 0.000574783 0.000681088 0.000437863 0.000645086 0.00179335 -0.00241235 -0.000337418 -0.000238001 -0.00192494 -0.000137243 -5.11552e-05 5.51356e-05 -0.000118203 -1.73787e-05 9.10482e-05 0.000231952 0.00034138 0.00165535 0.000302717 -3.93677e-05 -0.00197326 0.000264849
internal_weight=0 2.08183 2.04042 2.0096 1.98293 1.94784 1.85975 1.79884 0.784988 0.764055 0.667646 0.613813 0.171593 0.0609139 1.01385 0.98099 0.0538328 0.949191 0.923762 0.888305 0.832342 0.806775 0.777861 0.736116 0.71405 0.160423 0.0869078 0.553627 0.0752524 0.478375
internal_count=3121 3035 2969 2921 2901 2872 2783 2503 737 715 595 511 117 280 1766 1544 84 1340 1271 1235 1171 1087 738 699 692 100 81 592 156 436
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=4 12 151 132 50 146 1 47 376 123 133 16 42 1 42 43 15 43 2 49 151 160 48 2 0 16 16 43 3 4
split_gain=0.183153 0.168201 0.145608 0.136143 0.100905 0.114118 0.116631 0.114159 0.0923943 0.101445 0.0840067 0.0784532 0.0729726 0.141036 0.084409 0.0892361 0.0762012 0.0688663 0.0761355 0.0675276 0.0642309 0.0791662 0.0747987 0.0734965 0.07229 0.0577121 0.058814 0.0758115 0.0500436 0.0471409
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 0.081465000000000024 0.11875500000000001 0.12035500000000002 0.11230000000000001 0.13760500000000001 0.048375000000000008 1.0000000180025095e-35 -0.0084449999999999994 -0.54165499999999989 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.23229999999999998 0.19724500000000003 0.0034250000000000005 0.089885000000000007 -0.12164499999999999 -0.086654999999999982 -0.091944999999999985 0.090390000000000012 0.11389000000000002 -0.14001499999999997 -0.010699999999999999 0.16703000000000004 -0.11720999999999999 -0.023499999999999997 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 3 -2 8 5 6 11 -8 10 -10 -1 -4 29 14 15 -14 -16 -17 -19 -12 -21 -22 25 -24 -25 -23 -27 -28 -5 -3
right_child=2 12 4 28 -6 -7 7 -9 9 -11 19 -13 13 -15 16 17 -18 18 -20 20 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.001205092786467192 -0.0011306410371622086 -0.0012088075248811593 0.00072163943582110484 0.001156592044660721 -0.00086583443610185255 -0.0011597877203768667 0.0012037371885191071 -0.00096127452782446905 -0.00083893990804064682 0.00068376399097484861 -0.0010833255856739776 -0.000291941944320936 0.00046936997669051695 0.00065281137940272169 -0.0011769469312607715 -0.0007621004693817181 0.00064318627799094007 -0.0010450991806576616 1.1777707142900237e-06 0.00043510533551776746 -0.0012043017401017991 -0.00070326395346848741 0.00048536188815222897 -0.00090755171859550714 0.00023874998692050914 0.00030225256122786142 0.00034890319037932755 -0.0012000618983345306 4.1639532257573037e-05 -6.7992806416157357e-05
leaf_weight=0.16802393987018271 0.12396678840741504 0.41685281776153749 0.17430577502818778 0.12656932583195157 0.10530835553072393 0.064685186836868525 0.33858464837976499 0.038772702915593982 0.08436016971245397 0.24112668028828921 0.15578233517590101 0.29149864094506461 0.12636830890551265 0.13064467321964901 0.4753523988983942 1.0042189203813903 0.035294887609779835 0.12900178445852373 0.43212898640194908 0.17049210055847797 0.13738035145797867 0.58473542385036215 0.30463358861743473 0.15827209627605043 0.15607720526168123 0.22006440005497541 0.073325670557097711 0.11739157256670185 0.10537705157184962 0.05907087738160044
leaf_count=52 15 704 39 22 14 2 223 6 11 101 25 41 14 23 489 854 4 75 38 30 37 77 37 19 26 44 7 46 29 17
internal_value=0 -0.000434002 9.20027e-05 -0.000226906 0.000241602 0.000370062 0.000487428 0.000981287 -0.000306001 0.000289107 -0.000392237 8.7344e-05 -0.000640706 -0.000553701 -0.000625272 -0.000496722 -0.00105114 -0.000574713 -0.000239357 -0.000326515 -0.000265186 -0.000333338 -0.000259226 6.70145e-05 -0.000338403 -0.000462073 -0.000118746 -0.000604526 0.000650051 -0.00106721
internal_weight=0 5.61255 1.13712 2.80361 1.01316 0.907847 0.843162 0.377357 2.57167 0.325487 2.24618 0.465804 2.80893 2.33301 2.20237 1.69172 0.510647 1.56535 0.561131 2.07815 1.92237 1.75188 1.6145 0.618983 0.314349 0.995517 0.410782 0.190717 0.231946 0.475924
internal_count=3121 2781 340 563 325 311 309 229 512 112 400 80 2218 1497 1474 981 493 967 113 348 323 293 256 82 45 174 97 53 51 721
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 50 158 133 3 3 52 12 151 2 133 43 0 43 1447 133 0 48 51 0 3 2 16 0 16 0 16 1 15 47
split_gain=0.169201 0.138323 0.125782 0.123295 0.133826 0.136611 0.120614 0.116126 0.111303 0.109967 0.106277 0.103916 0.107017 0.091152 0.0926537 0.0876045 0.124449 0.154831 0.136668 0.0946998 0.0852819 0.135593 0.0950305 0.128198 0.0821836 0.102223 0.0811442 0.0799046 0.0794751 0.0768695
threshold=0.098700000000000024 0.07826000000000001 0.084765000000000021 0.10622000000000002 0.10299500000000002 -0.12018999999999998 -0.43320999999999993 0.092355000000000007 -0.5145249999999999 0.14753000000000002 -0.25159999999999993 -0.45785999999999999 -0.23091999999999999 -0.40263499999999991 -1.0000000180025095e-35 0.083950000000000011 -0.10151999999999999 0.086260000000000017 0.081440000000000026 -0.084044999999999995 0.095270000000000007 1.0000000180025095e-35 -0.071854999999999988 -0.17169499999999996 -0.5315899999999999 -1.0000000180025095e-35 -0.5335399999999999 0.09253500000000002 -0.11713499999999999 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=1 2 3 4 5 29 -2 11 -8 10 -10 -7 -13 -12 -15 16 17 18 -14 27 21 24 23 26 -16 28 -22 -17 -26 -1
right_child=6 -3 -4 -5 -6 7 8 -9 9 -11 13 12 15 14 20 19 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=8.9723921778714753e-05 -0.0013493500322495336 -0.0012112127959865197 -0.0011143435838488012 -0.0011490763660478506 0.00069772407684170774 0.00095710173695595234 -0.0011638518186810449 -0.001352880618756946 -0.0012029651512501147 0.0011111252926065021 -0.0010457256417110491 0.00055924047512295706 -0.00045469683679790022 -0.0010076506037392256 -0.00057868492278347354 -0.0013506909477121853 -0.0012994362295280087 -0.0012455395943875291 0.0011398054926117778 0.00064539990133259618 0.00064754413124729049 0.0010677753515908712 -0.00038729648492613958 0.0012414312026530364 -0.00078965820764765129 0.0013591389938337841 -0.0007103750919803597 0.0011092381679348694 0.0004117431042690693 0.0011184641882980243
leaf_weight=0.6868784587277349 0.093771794141503384 0.25925234752503445 0.24938057288818516 0.19927293216460373 0.37430394493276242 0.11989707249449733 0.10491304076276797 0.19296431849943463 0.098426898242907401 0.24493533880013263 0.099245056451766067 0.20641782885650295 0.24935871538764443 0.099228269347807152 0.18711027872632457 0.10456478047126438 0.37375046707165493 0.21370209123415407 0.15977587993256748 0.21739532198989764 0.14303904754342511 0.53480260018841363 0.51624138857005142 0.2100510686141206 0.12621210294310203 0.16378204287319931 0.18008501036092639 0.031016595021355897 0.47573727031704038 0.16276102303527296
leaf_count=93 109 483 227 266 28 15 17 266 23 110 14 23 52 34 14 162 537 30 7 85 28 151 50 69 30 53 17 11 103 14
internal_value=0 -0.000262202 -0.00019273 -0.000122916 -5.67985e-05 -0.000160688 0.000155132 -0.000364128 0.000199443 0.000245897 0.000171117 -0.000250281 -0.000343317 0.000220557 0.000268227 -0.000481364 -0.000685448 -0.000317007 0.000167991 9.4842e-05 0.000318129 0.000525388 2.43199e-05 0.000422863 0.000220962 0.00041636 -0.000109258 -0.000787939 0.000159843 0.000286794
internal_weight=0 3.80069 3.54144 3.29206 3.09279 2.71848 3.27758 1.86884 3.18381 3.0789 2.83396 1.67588 1.55598 2.73553 2.63629 1.34956 0.996587 0.622837 0.409135 0.352977 2.53706 1.48764 1.04942 0.533175 0.952842 0.765731 0.323124 0.135581 0.601949 0.849639
internal_count=3121 2299 1816 1589 1323 1295 822 1188 713 696 586 922 907 563 549 884 626 89 59 258 515 351 164 114 200 186 45 173 133 107
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=1 4 133 3 12 3 4 50 48 2 48 49 151 15 16 11 1 0 42 124 9 15 12 51 1 52 157 42 13 0
split_gain=0.180753 0.212772 0.15625 0.137682 0.134156 0.15514 0.167948 0.164136 0.143485 0.185361 0.139467 0.11388 0.111797 0.118052 0.114109 0.10757 0.103946 0.102603 0.102492 0.0950244 0.0856434 0.0848706 0.0821174 0.101677 0.0759421 0.147828 0.0724832 0.0842005 0.0791587 0.0644122
threshold=0.08592000000000001 -0.083854999999999985 0.10622000000000002 0.10732000000000001 -0.054684999999999991 0.16158000000000003 -0.033174999999999989 0.11392500000000001 0.12796000000000005 0.090545000000000014 -0.078084999999999974 0.13984500000000002 -0.0083949999999999979 -0.077219999999999983 0.042200000000000008 0.079915000000000014 0.11588000000000001 0.22582000000000002 -0.088934999999999986 -0.51664499999999991 -1.0000000180025095e-35 -0.095244999999999982 0.11650500000000001 -0.24460499999999999 0.11353000000000001 -0.012164999999999999 -1.0000000180025095e-35 0.093655000000000002 -0.13710499999999998 -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=1 2 15 17 19 6 11 8 9 10 -8 20 13 -11 -14 18 21 29 -1 -2 -6 -12 23 -18 25 -21 -20 28 -28 -3
right_child=4 3 -4 -5 5 -7 7 -9 -10 12 16 -13 14 -15 -16 -17 22 -19 26 24 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011419940085723404 -0.0012507979893158988 0.0013209515590952231 -0.0013212454077687387 0.00023547395627710011 0.0013138340326138091 0.00095987048242119071 0.0011891095426322812 -0.0013018557265732848 -0.00081657329734905804 -0.00046067806518150961 -0.00025209859795450787 0.00065167822597002648 0.0012054177118711749 0.00096319919693486054 -7.7741663423938303e-05 -0.0013019319983157709 -6.4358792990759574e-05 0.0013174608527274274 -0.00071622518152800858 0.0010903716428722202 -0.00099553793152484023 -0.001203758658897811 -0.00045154157461694508 0.0011627219435767985 0.001220444413459735 -0.00043803033616928995 -3.129202177531492e-05 -0.00051245762331022669 0.00089557720654235879 -0.0010099433155010885
leaf_weight=0.078720870602410176 0.044738506083376706 0.020220559090375789 0.12995656181010407 0.21446862665470678 0.028245924622751772 0.2531365548056782 0.13132984715048346 0.14497237076284353 0.25618241273332376 0.25873548362869769 0.51592636604618813 0.093912640382768586 0.53454247157787882 0.15632934001041576 0.14812845416599885 0.077099551912397035 0.25668534939177334 0.033961741253733524 0.090108242846326458 0.21852551025222056 0.55398732902540393 0.2253357403969849 0.24521042633568868 0.20190951006952673 0.27714345041749766 0.20551136920403212 0.2092116609564979 0.11955761259014253 0.58658079158340215 1.0585390760534208
leaf_count=91 4 1 89 14 5 87 16 59 28 32 67 12 69 34 23 29 31 2 33 88 439 99 12 19 174 37 16 15 155 1341
internal_value=0 -0.000349872 2.40034e-05 -0.00071362 7.34597e-05 -2.03676e-05 -8.65114e-05 4.18375e-05 0.000108314 0.000196919 -8.73045e-05 -0.000670276 0.000605076 7.56088e-05 0.000926993 0.000174548 -0.000203307 -0.00089655 0.000279545 0.000577185 -0.000883503 -0.000541393 0.000152772 0.000475899 0.000693819 0.000349625 0.000390842 0.000499824 0.000651906 -0.000966252
internal_weight=0 2.61843 1.29124 1.32719 4.75049 4.00457 3.75143 3.07529 2.93032 2.67413 1.5764 0.676146 1.09774 0.415065 0.682671 1.16128 1.44507 1.11272 1.08418 0.745919 0.582233 0.741262 0.703805 0.458595 0.70118 0.424037 1.00546 0.91535 0.795792 1.07876
internal_count=3121 1786 428 1358 1335 1032 945 489 430 402 244 456 158 66 92 339 228 1344 310 303 444 166 62 50 299 125 219 186 171 1342
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=4 12 3 151 0 0 3 1 14 132 133 13 0 1 0 15 47 1 0 1 48 0 48 34 453 139 16 52 14 47
split_gain=0.197722 0.148951 0.153303 0.126092 0.125464 0.154277 0.163708 0.140308 0.101576 0.104732 0.112251 0.154502 0.10178 0.0919216 0.108737 0.0848544 0.0933355 0.142659 0.080696 0.0771417 0.0711257 0.0955262 0.0691722 0.116618 0.0693063 0.0792877 0.0683936 0.06767 0.0600225 0.0870118
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.27559499999999998 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 0.10089500000000001 0.076175000000000007 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.17169499999999996 0.077845000000000011 -0.084044999999999995 0.024640000000000006 0.092710000000000015 0.094090000000000021 -0.087319999999999995 0.14089500000000002 0.086260000000000017 -0.11242999999999999 -0.064549999999999982 -0.11726499999999999 1.0000000180025095e-35 -0.073429999999999981 0.22339500000000004 0.10024500000000001 -0.46885499999999997 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -6 26 -3 9 10 -1 12 -12 14 -14 16 17 20 -9 -18 21 -13 -5 -24 25 -25 -7 -23 -27 -30
right_child=3 2 -4 22 5 6 -8 18 -10 -11 11 15 13 -15 -16 -17 19 -19 -20 -21 -22 27 23 24 -26 28 -28 -29 29 -31
leaf_value=-0.00092297414394554474 -0.0010588810267890627 -0.001185354390393074 0.00039367054902776671 0.0012546704501115249 0.00096898368091643064 0.00047725272346706756 -0.0011860804779162462 3.8452736024739614e-05 -0.0010666923338600309 0.00083203908987515768 -0.0012722111759003651 0.00054840944836018191 -0.0012465599239571334 0.001019466088304462 0.00061998100250388233 -0.00090077658082147994 -0.0011046326500325958 0.00066220981983177156 -0.0012481834544389757 0.00016599692174885605 -0.00079559069379689417 -0.00089426318938510326 -0.00099551974374916582 -0.0007408946457548441 -0.00069292538990295676 0.0001078925058966151 -0.0007940982723191319 0.00026609182086065298 0.001080334784928277 -0.00062566975633699035
leaf_weight=0.1876655451487762 0.08386708004400123 0.63158450591072302 0.32151422119932238 0.16914931053179305 0.15229268270195462 0.24475403837277554 0.25466920067265197 0.32491520041367039 0.12512403984146647 0.25926851751864877 0.043673684820533909 0.28853082319255896 0.069833977984671947 0.43843737874703947 0.15617695816763499 0.19158387396601018 0.19869589540758159 0.47760450829809997 0.098132114158943295 0.11760003748349845 0.22057384660001844 0.19621032032591623 0.085302574065280967 0.060735440114512818 0.066605103434994817 0.1796445535874226 0.089292121338075958 0.12866532377665862 0.52732495914096977 0.050665453774854541
leaf_count=98 15 1613 25 50 27 28 125 38 57 51 2 36 110 168 27 38 45 44 65 7 26 53 8 5 8 44 73 13 215 7
internal_value=0 -0.000142842 -0.000397071 0.000412591 -0.000538655 -0.000146539 -0.000435109 -0.000814165 3.08041e-05 7.69706e-05 4.87211e-06 7.37618e-05 0.000566547 0.000687407 4.32479e-05 -0.000118026 -2.59053e-05 0.000120308 -0.000260002 -0.000632208 -0.000190029 2.77241e-05 0.000520898 0.000392979 0.000526816 0.000626087 0.000137415 -0.000434711 0.000735671 0.00093079
internal_weight=0 5.2168 2.11715 1.22329 1.79564 0.741008 0.588715 1.05463 3.09964 2.97452 2.71525 2.52759 0.708122 0.664448 0.226011 1.81946 1.62788 1.31158 0.423047 0.316296 0.83398 0.613406 1.13943 0.970278 0.884976 0.81837 0.334046 0.324876 0.757635 0.57799
internal_count=3121 2769 1994 352 1969 253 226 1716 775 718 667 569 307 305 137 262 224 172 103 52 128 102 337 287 279 271 101 66 266 222
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=1 12 50 3 3 2 11 15 0 3 1 4 16 42 4 3 4 52 48 4 47 42 13 124 43 2 2 1 1 52
split_gain=0.153733 0.120214 0.103429 0.0975806 0.103555 0.135022 0.105592 0.147858 0.0900315 0.137551 0.127302 0.13288 0.107073 0.0910799 0.0828716 0.100886 0.0725998 0.0989742 0.0680212 0.0664141 0.0781122 0.0780548 0.0655814 0.060245 0.0584955 0.0765815 0.0581422 0.0550003 0.0519695 0.0850335
threshold=0.094385000000000011 -0.064509999999999984 0.07826000000000001 0.16158000000000003 0.11924500000000002 0.090790000000000023 0.088215000000000002 0.035560000000000008 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.053925000000000008 -0.090344999999999995 0.092620000000000022 -0.083854999999999985 -0.084074999999999997 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 -0.0035949999999999997 0.13206500000000002 0.09832500000000001 0.11596500000000001 -0.51664499999999991 -0.083684999999999996 0.10097500000000002 -1.0000000180025095e-35 0.11955000000000002 0.11353000000000001 -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 23 8 4 5 18 7 -7 9 10 14 12 -12 16 15 -1 17 -10 19 26 21 -21 24 -2 -18 -26 -3 -8 29 -25
right_child=1 3 -4 -5 -6 6 27 -9 13 -11 11 -13 -14 -15 -16 -17 22 -19 -20 20 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0012197883859578645 -0.0011712732276556667 0.00067469224300096479 -0.0012220126771987836 0.00085600938966706687 -0.00057118106487744937 0.00088289400413206509 -0.0011394769826022061 -0.00068609629564283321 -0.001230926167303885 0.00028219923737796788 0.00020215810433920969 0.00097179297800228796 -0.00093768435210747104 -0.00080828201436596383 -0.0012222787929833479 0.0012831188282602149 0.00075441299490296978 0.00049940608108837384 -0.0012088551791865347 -1.3352506807522156e-05 -0.00077666066387573724 0.0010187639632449454 0.0009819698780128758 0.0010914579710603269 0.00032666923767447252 -0.00082866196202652611 -0.0012238998001888658 0.00064062485197201996 0.0011835523589868904 -0.0003055734553112033
leaf_weight=0.048308378034562338 0.025368271686602384 0.029756982170511037 0.16205983432519122 0.18789891806954973 0.46600493395817455 0.57146288749936491 0.084473329530737828 0.10578284069197252 0.10938086720125284 0.3355525101942477 0.2031220457793097 0.11371387263352517 0.30846478053717874 0.15616642578970641 0.47853822797333123 0.04743071645498298 0.16526144568342716 0.089179773436626419 0.093081330240238458 0.52895316501962952 0.14923248697596136 0.13711896285531111 0.19524350838037208 0.12773651706811506 0.21952311231871136 0.13941081208758987 0.12327232311508918 0.037133381352759898 0.22567210600391263 0.1313064584101088
leaf_count=256 4 5 445 85 62 163 58 25 42 38 34 23 182 66 983 1 28 7 12 98 17 13 18 77 24 31 112 11 169 32
internal_value=0 0.000120444 -0.000277026 1.09679e-05 -5.72883e-05 7.14441e-05 0.000450017 0.000637825 -0.000218334 -0.000407753 -0.000600751 -0.000220172 -0.000485118 5.23721e-05 -0.00101514 2.01929e-05 0.000198783 -0.00045378 -0.000213481 -0.0001178 2.0515e-05 0.000199121 0.000378886 0.000660043 0.00015426 -0.000122064 -0.000854713 -0.000595912 0.000755887 0.000383316
internal_weight=0 3.02425 2.77136 2.51417 2.32627 1.86027 0.798852 0.677246 2.6093 1.53513 1.19958 0.625301 0.511587 1.07417 0.574277 0.0957391 0.918 0.198561 1.06142 0.968334 0.815305 0.666072 0.719439 0.510083 0.524195 0.358934 0.153029 0.121607 0.484715 0.259043
internal_count=3121 943 2178 661 576 514 257 188 1733 1517 1479 239 216 216 1240 257 150 49 257 245 128 111 101 282 83 55 117 69 278 109
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=4 12 151 132 3 376 133 0 16 0 1 0 160 1373 156 159 42 1374 150 49 12 50 139 150 34 41 0 15 49 1
split_gain=0.241713 0.188388 0.176226 0.147415 0.142007 0.140571 0.134782 0.13335 0.137116 0.147099 0.126701 0.190309 0.108399 0.102761 0.0977581 0.0956247 0.0907356 0.0861541 0.125533 0.11674 0.0854205 0.0823402 0.0822267 0.103151 0.102953 0.0805254 0.101705 0.105152 0.0858582 0.0689871
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 0.081465000000000024 0.14121000000000003 0.048375000000000008 -0.0084449999999999994 -0.060129999999999996 0.26435500000000006 -0.053834999999999994 0.083135000000000014 -0.10607499999999999 -0.091944999999999985 0.086185000000000025 0.091255000000000017 -0.47522499999999995 -0.088934999999999986 -0.094929999999999987 0.083095000000000016 -0.006494999999999999 -0.042789999999999988 0.11875500000000001 -0.072254999999999986 -1.0000000180025095e-35 -0.11726499999999999 0.075585000000000013 0.11070500000000001 0.099260000000000015 -0.12164499999999999 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -1 10 25 -10 -3 -12 -8 14 17 -13 -7 -14 19 -19 -21 22 -4 -24 -25 26 27 -9 -29 -22
right_child=2 4 21 -5 -6 16 12 8 9 -11 11 15 13 -15 -16 -17 -18 18 -20 20 29 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013852769457360053 -0.0012233347063090776 -0.0012096499600904363 -0.00071534382286360398 0.00092784212015123088 0.0003400568085155647 -0.00033977389555386054 -0.0010479562209795865 0.0011013947044035779 0.00073679372047147655 -0.001386183016130233 0.00022871795481865705 0.00092551494767245386 -0.00052553957991872317 -0.0010957911188590489 -0.00090088236023207332 -0.0012541501720725258 0.0010319127840976697 -0.0011521747991100591 0.00092994788423011445 -0.00061761611875731548 1.9389279351312814e-05 -0.00066328143427447006 -0.00065536290357776094 -0.00022548229525378894 0.0011062790773194524 -0.00088680808682328868 -0.00066860454467330651 0.00092962914105416885 -0.0013895685549881417 0.00080975747865849514
leaf_weight=0.16501640940259799 0.10841451899614174 0.75530304159474349 0.071795110008678997 0.31341230720863666 0.38400525855831791 0.12638625816907734 0.20887934457278046 0.32854386606777575 0.080643347871955484 0.25931825595034752 0.41689473192673177 0.041758869774639606 0.29092949084588582 0.15369786298833776 0.17907124775229011 0.4143110179938958 0.32363226625602681 0.13373172315186987 0.42050090758129943 0.1905357242212653 0.43079459026920808 0.089442348107695469 0.083980819676071072 0.12594652596453626 0.83301071463211052 0.1117258605081588 0.13324780658876989 0.052940715802833438 0.069689606694737449 0.40272388700395823
leaf_count=52 15 1418 8 51 22 13 44 36 14 127 49 6 21 16 50 456 99 23 58 34 51 14 9 13 281 17 27 7 39 51
internal_value=0 -0.000193689 0.000453146 3.1573e-05 -0.000440449 -6.12595e-05 -0.00018494 -0.000552941 -0.000167918 -0.000882585 -0.000797941 -0.000441723 -0.00010278 -1.31212e-05 6.81194e-05 -0.00105457 0.000646679 0.00016095 0.000287492 5.41561e-05 0.000211691 0.000604083 0.000705772 0.000803601 0.00093137 0.000181088 0.000385241 0.000696479 -0.000388348 0.000401265
internal_weight=0 6.38769 1.31259 3.33931 3.04838 3.0259 2.57588 2.66438 1.03611 0.339962 1.62827 0.872965 2.41086 2.20199 2.04829 0.45607 0.450019 1.86922 1.57829 1.15779 1.02405 1.20418 1.11473 1.04294 0.958957 0.696148 0.584422 0.451174 0.12263 0.833518
internal_count=3121 2781 340 563 2218 512 400 2196 267 141 1929 511 348 304 288 462 112 238 217 159 136 325 311 303 294 126 109 82 46 102
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=4 31 11 48 0 150 123 15 457 15 50 151 403 15 1 52 15 12 4 13 51 151 2 48 1 133 52 3 1 48
split_gain=0.1738 0.13565 0.125236 0.137775 0.143778 0.135281 0.130554 0.106594 0.127553 0.113451 0.102793 0.120289 0.102743 0.115941 0.180828 0.160867 0.13876 0.104225 0.0917466 0.0907036 0.0902118 0.0867664 0.0866147 0.0932585 0.116278 0.0850522 0.118544 0.113731 0.105796 0.0810951
threshold=0.27834500000000006 -1.0000000180025095e-35 0.080455000000000013 0.082620000000000013 0.051010000000000007 -0.082924999999999985 1.0000000180025095e-35 -0.074054999999999996 -0.0029299999999999994 -0.095869999999999983 0.11875500000000001 -0.27559499999999998 0.090990000000000015 -1.0000000180025095e-35 0.10089500000000001 0.11434500000000002 0.084050000000000014 0.091475000000000015 0.24564500000000003 -0.070999999999999994 0.11144500000000002 -0.055494999999999996 0.113445 -0.064549999999999982 0.11230000000000001 -0.071719999999999992 0.10347000000000002 -0.010424999999999999 0.080000000000000016 0.13077000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 -5 18 11 -2 13 14 -7 16 19 -18 21 -15 -9 -10 23 -13 -25 -21 27 -27 -29 -24
right_child=10 2 -4 4 -6 12 -8 20 9 -11 -12 22 -14 15 -16 -17 17 -19 -20 25 -22 -23 29 24 -26 26 -28 28 -30 -31
leaf_value=0.0013905724398149825 -0.0010662704324943802 0.00095039709427422771 -0.0011325388083296935 -0.0011209291762016645 0.0013387832899194973 -0.0012918321618569136 0.00090762492683970058 -0.0013929609339465318 0.00044831033516154229 0.00075391675845230604 -0.00089266364123328731 0.0013823262687239113 -0.0013680485795427046 0.00067901493542630665 -0.00020761522913045075 -0.0012043263420703657 -0.0013824590551578416 -0.0001185602900935067 0.0013215698394846856 0.0011014911301004788 -0.00017907963531324362 -0.0010918079892766341 0.0013376608156128677 -0.0004366413463445593 0.0008342421855207239 -0.0011161849407581438 0.000998500620902031 0.00097821775011841636 -0.00072929424222781475 -0.00061990295104417882
leaf_weight=0.10133116968790989 0.086593266925774404 0.15032843845256172 0.26556090176745772 0.13582652464538092 0.16977602569386352 0.50162714395264651 0.26131840285961505 0.19611227686982602 0.10490229963033904 0.47630166377348382 0.1106419872958212 0.12686580076115206 0.18757952118176024 0.53907363265170716 0.6869813363882713 0.23225761627691088 0.19547837755817443 0.33151996749802493 0.057834024250041693 0.10409259347943589 0.28033034548570868 0.20113278671487933 0.35857609006052371 0.33422660426003836 0.22841938294732245 0.27992908526357496 0.12111224932596087 0.13743442989653043 0.1361325272009708 0.044877510285004973
leaf_count=48 15 38 139 61 22 624 84 53 40 107 14 31 203 77 121 192 445 256 5 17 33 97 166 24 81 63 5 10 41 9
internal_value=0 -0.000184041 -0.000211777 -0.000167215 0.000133683 -0.000324491 1.42978e-05 -0.000146427 0.000113424 0.000312977 0.000372597 0.000491278 -0.00037999 -0.000323236 -0.000665186 -0.00012755 8.01633e-06 -0.000587376 -0.00026421 0.000246123 -0.000678735 -0.000563888 0.000614679 0.000319052 7.93037e-05 -5.35569e-05 -0.000231782 -0.000500984 0.000128525 0.00111991
internal_weight=0 5.85397 5.75264 5.48708 1.88353 3.60355 1.71376 1.45244 0.975997 0.840171 1.2902 1.17956 3.45322 3.26564 1.18861 2.07703 1.84477 0.526998 0.363869 1.31777 0.476443 0.306035 1.09297 0.689512 0.562646 0.778701 0.674608 0.553496 0.273567 0.403454
internal_count=3121 2781 2733 2594 502 2092 480 396 310 249 340 326 2054 1851 745 1106 914 701 142 213 86 137 311 136 105 136 119 114 51 175
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=1 12 3 3 47 4 48 48 447 47 1446 3 47 150 14 3 4 16 151 0 160 1 52 133 403 12 159 1 0 131
split_gain=0.245452 0.157158 0.157966 0.117394 0.106041 0.189151 0.132037 0.11189 0.0997605 0.0982389 0.106237 0.0929005 0.0890896 0.087141 0.106377 0.0770558 0.150544 0.13097 0.114836 0.0853231 0.0776788 0.0804646 0.0775231 0.0858469 0.086562 0.0758523 0.074887 0.0734932 0.0699605 0.069228
threshold=0.094385000000000011 -0.064509999999999984 0.31299000000000005 -0.52915999999999996 0.092530000000000015 -0.013125 0.12879500000000002 0.093015000000000014 0.086460000000000023 0.086785000000000015 0.097670000000000021 -0.10519499999999998 0.10980000000000002 0.12187000000000002 -0.46885499999999997 0.090900000000000009 -0.083854999999999985 -0.29154999999999992 -0.016164999999999995 -0.13027499999999997 0.086325000000000013 1.0000000180025095e-35 0.077655000000000016 0.086910000000000015 -1.0000000180025095e-35 0.11903500000000002 0.083335000000000006 0.14000500000000002 -0.14920999999999998 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 4 -1 5 26 7 13 15 10 -2 -6 -11 14 -7 16 17 -5 -17 20 21 -18 -19 24 -24 -16 -3 29 -23 -13
right_child=1 2 -4 8 11 6 -8 -9 -10 12 -12 27 -14 -15 25 18 19 22 -20 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0004864531939748578 0.0010074554029081643 -0.00084544534865722777 0.0010870444285843062 0.0011043781995042777 0.00020989716058355967 -0.00053308296508631028 -0.0007043852210403313 0.0011026596154980061 0.00062423865429788198 -0.00075098264552148465 -0.0011000973096164184 -0.0010222741399825224 0.0005395351310395457 -0.00057488689719092153 0.00055004439065981783 0.00046336811820101508 -0.0010949407960169093 -0.00075877038628774168 -0.00049742420871105506 -0.00097917605050437586 -0.0010651965343824094 -0.00038522068086868373 -0.0010860186474406606 -0.00099468666515496328 0.00032024657857452119 -0.00032237206983202934 0.00036444562532109132 -5.7680966233360578e-05 0.00062566165503854393 -0.00028573860109644124
leaf_weight=0.13526894093956832 0.28829859116376644 0.44041061335883691 0.10611234590760421 0.071803956292569637 0.16947135073132813 0.17640217323787599 0.21561812888830889 0.14610509242629621 0.084386996488319599 0.12478751281742007 0.031044285744428635 0.53205740550765745 0.12594894407084212 0.18908635753905401 0.65916584891965502 0.19116072077304125 0.099777234019712835 0.41653067150764522 0.61391485240892496 1.3147699992332476 0.19360862040775828 0.20415439392672852 0.060572892441996373 0.10541125103918603 0.33472527099365834 0.14192440628539771 0.069391625671414658 0.18820728338323534 0.13215383980423212 0.20799134048866108
leaf_count=11 232 200 62 4 20 18 10 18 30 18 3 78 29 23 131 12 14 193 75 1505 26 42 120 58 73 21 20 15 15 45
internal_value=0 -0.00011975 -0.000211918 -0.000504604 -0.000255873 -0.000109783 8.06802e-05 0.000209633 -0.000539671 0.000404394 0.000802574 -0.000527111 -0.000102735 9.77883e-05 0.000227911 -0.000565943 -0.000647357 -0.000303518 -0.000269289 -0.000822249 -0.000494593 -0.000241262 -0.000413731 -0.0001267 0.00010476 0.000395484 -0.000680761 -0.000661666 1.20101e-05 -0.00081527
internal_weight=0 3.81202 3.24194 3.95824 3.13583 2.0381 1.5283 1.31268 3.82297 0.570079 0.319343 1.09773 0.250736 1.16658 0.977492 3.73858 2.93351 0.989044 0.805076 1.94446 0.629694 0.436085 0.91724 0.500709 0.395298 0.80109 0.509802 0.928256 0.336308 0.740049
internal_count=3121 943 661 2178 599 441 221 211 2167 282 235 158 47 193 170 2137 2050 448 87 1602 97 71 444 251 193 152 220 138 57 123
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=4 12 132 48 474 148 146 50 32 52 376 0 1 0 16 2 2 42 133 13 12 3 0 1 49 48 40 43 159 151
split_gain=0.233552 0.139096 0.155331 0.130454 0.129939 0.121936 0.128265 0.147353 0.111405 0.130335 0.111141 0.0996257 0.14666 0.119912 0.0991885 0.0979501 0.143054 0.091681 0.090427 0.0841788 0.0967264 0.0807657 0.0806149 0.0790664 0.0671663 0.0665717 0.0631868 0.0631674 0.0611411 0.0587167
threshold=0.27834500000000006 0.051320000000000005 0.081465000000000024 0.12230500000000001 -1.0000000180025095e-35 -0.083019999999999983 0.12035500000000002 0.11875500000000001 0.10200500000000001 0.13796000000000003 0.048375000000000008 -0.060129999999999996 0.12765500000000005 -0.053834999999999994 -0.29154999999999992 0.097220000000000015 0.10327000000000001 -0.088934999999999986 -0.0084449999999999994 -0.080759999999999985 -0.14757499999999998 -0.016324999999999996 -0.10607499999999999 0.083135000000000014 -0.094719999999999985 -0.068459999999999979 -1.0000000180025095e-35 0.15359500000000004 -0.50206999999999991 -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=1 2 10 4 -2 -6 7 8 9 -7 18 12 22 -13 -15 -16 -17 -12 -1 20 -20 -4 23 27 -21 -19 -18 -3 -24 -26
right_child=3 11 21 -5 5 6 -8 -9 -10 -11 17 13 -14 14 15 16 26 25 19 24 -22 -23 28 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0012809706903028843 -0.0013559878422235842 -0.0012811816160599307 0.0012429518303120547 -0.00089243092381468452 -0.00084071708451301198 0.0012082127640649669 -0.0012422210027451786 -0.0008184927088484735 -0.0008887407957685479 -0.00060449373389941444 -0.00061965767223343322 0.00071219434783861954 0.0010303173946881556 0.00070946852882394329 -0.0010560301782511258 0.00065820570371625349 0.00020713776766710171 -0.00076282049601808337 -0.00089063544395421451 -0.0012870371698790752 0.00072664737598087173 -0.00017028809371413847 0.00048244364015243295 -0.00013158222492841513 0.00035057714634892633 0.00097611577051128222 -0.0012777726790705126 0.00021937441295021975 -0.0011642601833872805 -0.00048134675936114342
leaf_weight=0.19823723161243956 0.070791293401270994 0.25468188487866394 0.15545224235393107 0.16935528512112785 0.10967865609563865 0.62413711841509212 0.05835836473852396 0.091328536160290241 0.052760770777240396 0.071071071433834732 0.12586338235996664 0.14668114006053656 0.065278485999442526 0.095204650657251477 0.45857487617468018 0.17635718040401116 0.064021631958894432 0.042189831263385713 0.084081693785265088 0.15341689018532756 0.20337257925712204 0.11185751479933959 0.037512409224290999 0.34371117575210519 0.14869104523677501 0.22050449310336251 0.16465256917581428 0.054845636550453492 1.0956039548473202 1.6608266156690619
leaf_count=52 3 96 26 23 12 270 2 12 3 15 13 29 12 13 75 17 11 7 7 22 61 25 29 48 22 92 132 18 1738 236
internal_value=0 -0.000460203 -0.000272691 0.00014241 0.000304966 0.00042169 0.000575936 0.000702356 0.000888055 0.0010229 -0.000359772 -0.00065706 -0.000836937 -0.000355775 -0.000519156 -0.0006546 -0.000200103 0.000270391 -0.000459769 -0.000387429 0.000253585 0.000651572 -0.000905172 -0.000550317 -0.000481299 0.000696835 -0.000862044 -0.0010153 -0.00110975 -0.000412986
internal_weight=0 6.06162 3.10449 1.24748 1.07813 1.00733 0.897656 0.839297 0.747969 0.695208 2.83718 2.95713 1.85163 1.10549 0.958811 0.863606 0.405031 0.388558 2.44863 2.25039 0.287454 0.26731 1.78636 0.653239 1.96293 0.262694 0.228674 0.309528 1.13312 1.80952
internal_count=3121 2781 563 340 317 314 302 300 288 285 512 2218 1941 277 248 235 160 112 400 348 68 51 1929 162 280 99 143 114 1767 258
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 47 4 0 0 50 2 128 48 14 1 160 4 16 150 16 3 0 16 42 43 4 3 474 16 160 15 1 13 159
split_gain=0.284976 0.198458 0.217146 0.182351 0.229126 0.145853 0.144759 0.195045 0.186704 0.187487 0.133777 0.14556 0.128404 0.165176 0.123291 0.140272 0.120789 0.11449 0.131657 0.112667 0.122136 0.105324 0.220084 0.104148 0.114649 0.124198 0.119123 0.142481 0.0947436 0.090049
threshold=0.094385000000000011 0.086785000000000015 -0.17966999999999997 -0.060129999999999996 -0.10607499999999999 0.11644500000000001 0.13247500000000004 0.084155000000000021 0.12879500000000002 0.077685000000000018 1.0000000180025095e-35 0.086870000000000017 -0.019614999999999997 -0.15012499999999998 -1.0000000180025095e-35 -0.5335399999999999 0.11296500000000002 -0.062294999999999996 0.38525000000000004 0.092620000000000022 -0.52440999999999993 -0.083854999999999985 -0.084074999999999997 -1.0000000180025095e-35 -0.55248999999999981 -0.26568499999999995 0.035560000000000008 0.111945 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 2 -2 4 10 6 7 8 9 23 16 12 13 -12 -3 -16 -1 29 -19 28 -21 22 -6 -4 -25 -26 -27 -28 -5 -17
right_child=1 14 5 19 21 -7 -8 -9 -10 -11 11 -13 -14 -15 15 17 -18 18 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0015279993191138954 -0.0010398633218819172 -0.0013134893969144786 -0.00074040554210344002 -4.9698273951006063e-05 -0.001519490335917517 -0.0009319405144974476 0.0015263803066144829 -0.0013927219419666 -0.00082973312786213975 -0.00077613245733089604 0.0011957508579473488 -0.00083088164334619143 0.00079907791262968345 -0.0015276908716682198 0.0012905902969298846 -0.0015288681558726885 0.00032357729335097288 0.0015368892482718268 -0.0001805289492217918 0.0010091813769914236 -0.0015414939155971711 -0.0013636367165750674 0.001604022492338722 -0.00078671883477236359 -0.00084051629579142274 0.0012836499953328662 -0.00098120640187013817 0.0012652345240180686 0.00085256543624014926 -0.00032548083789369692
leaf_weight=0.27888453926425416 0.22523440318764221 0.21736151899676759 0.091025398462082019 1.0853594762447754 0.12060306444618618 0.15330027416348446 0.33126219546829805 0.12416315614245821 0.20230809552595008 0.18085339915705834 0.079093843683949672 0.31123529333854094 0.53998185342061322 0.14489240816328663 0.15155912376940239 0.17647659659269244 0.11404927540570498 0.14969789411406964 0.32563385809771717 0.056246205698698759 0.18496890562528268 0.91872934488492364 0.090882028918713109 0.085804612375797285 0.079417346918491227 1.3392416910210121 0.12750167885678809 0.13204401137772948 0.35479072330053885 0.75008563318988308
leaf_count=90 103 22 5 148 295 41 139 25 12 12 13 34 63 47 16 52 6 24 40 3 74 1378 4 10 16 298 38 11 23 79
internal_value=0 0.000159873 0.000392827 -0.000376949 -0.000628633 0.000506175 0.000588021 0.00045644 0.000559021 0.000697023 -0.00023371 4.28883e-05 0.000398856 -0.000565991 -0.000244275 -9.46694e-05 -0.000990578 -0.00024443 0.000360344 1.19998e-05 -0.000946731 -0.00114163 -0.000177215 0.000840646 0.00092223 0.00100961 0.00110151 0.000161672 0.00017258 -0.000554683
internal_weight=0 4.84297 3.07216 4.27972 2.59835 2.84692 2.69362 2.36236 2.2382 2.03589 1.46814 1.0752 0.763968 0.223986 1.77081 1.55345 0.392934 1.40189 0.475332 1.68137 0.241215 1.13021 0.211485 1.85503 1.76401 1.6782 1.59879 0.259546 1.44015 0.926562
internal_count=3121 943 710 2178 1930 607 566 427 402 390 253 157 123 60 233 211 96 195 64 248 77 1677 299 378 373 363 347 49 171 131
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 50 1374 42 484 0 146 47 52 15 48 50 148 4 160 474 133 4 151 457 3 150 16 15 159 2 128 48 52 376
split_gain=0.0334633 0.0400442 0.0351449 0.037155 0.0376146 0.0395004 0.0351109 0.0395544 0.0415155 0.04133 0.0423825 0.0454932 0.0432834 0.0444265 0.0477691 0.048057 0.0333109 0.0442451 0.0595105 0.0450562 0.0405825 0.0332031 0.0343211 0.0335486 0.031423 0.043853 0.0286807 0.0284911 0.0439492 0.0279739
threshold=0.094385000000000011 0.07826000000000001 -0.094929999999999987 -1.0000000180025095e-35 -0.0068949999999999992 -0.23091999999999999 0.12035500000000002 0.086785000000000015 -0.24456499999999998 0.24356000000000003 0.12879500000000002 0.11644500000000001 -0.080634999999999984 -0.17966999999999997 -0.51146999999999987 -0.14697499999999997 0.10622000000000002 -0.076779999999999987 -0.0071249999999999985 -0.0029299999999999994 0.10732000000000001 -1.0000000180025095e-35 -0.5335399999999999 -0.17952999999999997 -1.0000000180025095e-35 0.10882500000000002 0.086435000000000012 0.083985000000000018 -1.0000000180025095e-35 0.091135000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 29 -5 -6 7 8 -2 10 11 12 -10 -14 -15 -16 17 -7 19 -19 -20 -9 -23 -24 -25 -26 -17 28 -21 -4
right_child=6 -3 3 4 5 16 -8 21 9 -11 -12 -13 13 14 15 26 -18 18 20 27 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0034727251872141351 -0.002198132537318724 -0.0034429447983317738 -0.0026693848654977862 -0.0034524127571777812 0.0030700370610853584 0.00091979935610703319 -0.0032787099433647321 -0.0029109514350936045 -0.0011368599327294714 -0.0033437137929255541 -0.0010833635973358877 -0.0019246531844003881 -0.0027140438194149688 -0.0034520065183287737 -0.0021120330570313134 0.0029403446851544667 -0.0026282362364652857 -0.0034477248686806956 -0.0025803677583956398 -0.0034452513640832703 0.00085621117527347212 0.002989803144891349 -0.0028342077051558678 -0.002473839448710814 -0.00035796930948784478 0.0026306515437403304 -0.00077409543745431434 0.0024815069496654228 0.0027487269786477921 0.0015659566953766932
leaf_weight=0.04231181954673946 0.049934136426600051 0.053438749234373861 0.11225327240208549 0.03680956415064407 0.049795808547059783 0.39878775821853174 0.032298618927597889 0.055553731392137706 0.055156184171209821 0.024541034414141905 0.084889155099517666 0.042532584593573119 0.02201806116499927 0.016637501008517463 0.025591444224118964 0.43199577792074761 0.056620757325617888 0.02576679326739395 0.18421729708370682 0.029218680196208879 0.052104783477261662 0.038973853079369292 0.05694997312821215 0.051197576791309984 0.216409999778989 0.079297570046037436 0.026052661651192466 0.10667244516662322 0.025234131811884941 0.022054409026168287
leaf_count=35 103 445 599 227 16 244 4 22 24 8 20 41 19 14 2 454 134 36 336 41 7 16 23 47 94 31 21 42 10 6
internal_value=0 -0.000534113 -0.000397979 -0.000279658 -4.39097e-05 9.12293e-05 0.000261401 0.000350888 0.000834617 0.00104223 0.00119493 0.00150688 0.00175963 0.00206551 0.00227587 0.00247291 -7.75942e-05 9.80979e-05 -0.000676178 0.000773536 -0.00182266 -0.000405545 -9.12369e-05 -0.000388571 1.29187e-05 0.000443466 0.00272908 0.00144859 -0.000574882 -0.00197391
internal_weight=0 1.19529 1.14185 1.09954 0.965228 0.928418 1.31003 1.27773 0.779349 0.729414 0.704873 0.619984 0.577452 0.522295 0.500277 0.48364 0.878623 0.822002 0.423214 0.186892 0.236322 0.498383 0.442829 0.403855 0.346905 0.295708 0.458048 0.161125 0.0544528 0.134308
internal_count=3121 2178 1733 1698 1093 866 943 939 706 603 595 575 534 510 491 477 850 716 472 129 343 233 211 195 172 125 475 93 51 605
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 52 0 0 1429 151 1446 2 42 133 4 52 159 2 1 13 51 13 15 47 3 12 1 43 3 52 43 147 4 3
split_gain=0.23406 0.136917 0.13334 0.207625 0.117003 0.11536 0.111244 0.114112 0.111075 0.109787 0.09926 0.121606 0.0986808 0.116928 0.0959343 0.111181 0.103275 0.0888762 0.112531 0.175597 0.103854 0.111747 0.0962207 0.0761183 0.0779955 0.0723613 0.0695267 0.0665002 0.0623596 0.165043
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.10607499999999999 0.084990000000000024 -0.5225749999999999 0.090050000000000005 0.14753000000000002 0.092620000000000022 -0.25159999999999993 -0.49405499999999997 0.10347000000000002 0.082585000000000006 0.080205000000000012 0.086105000000000015 -0.47860499999999995 0.086685000000000012 -0.082904999999999993 0.035560000000000008 0.093140000000000014 0.12178000000000001 0.086095000000000019 0.11588000000000001 -0.08595499999999999 -0.116045 0.090245000000000006 -0.52440999999999993 0.099730000000000027 -0.083854999999999985 -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 -2 3 4 12 -3 7 9 10 -7 11 -4 13 -1 15 -15 -16 25 19 20 21 27 -21 -12 -25 -11 -10 -19 29 -5
right_child=1 5 8 28 -6 6 -8 -9 26 17 23 -13 -14 14 16 -17 -18 18 -20 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010811594681215057 -0.0012708949207069381 -0.001094899667353453 -0.0012807030511125558 -0.0012711118777304776 0.0011644243860046565 -0.0011532593534766585 -0.0011560571661298597 0.0011561990078871429 0.00046088177228787651 0.0008367551137907262 0.00079969170633230227 0.00048094349326364489 -0.001274657588838641 0.00076619252842608746 0.00060464877938590071 -0.0011670304906518606 -0.00058938308218753691 0.001046861776259996 -0.00059705411524720834 -0.00086887767251488416 -0.0002846623880585396 7.5481943327426956e-06 9.6420280583124458e-05 0.00048797470654297974 -0.00045488807803175312 -9.015136897847051e-05 -0.0012847388838097354 -0.00023037531781554382 -0.0011493588485170614 0.0013214877636595027
leaf_weight=0.11061589217570167 0.10752544667047947 0.11030355899129141 0.15350971903535526 0.10455091318726772 0.09648018522420887 0.093648925583695308 0.09161198156652961 0.21418293468741456 0.047854289878159761 0.57614680406550434 0.34541651839390386 0.10694722714833915 0.14292548800585791 0.057936102617531904 0.255178405350307 0.27499121754954114 0.21445155772380531 0.6933414824743489 0.30770856878370967 0.27523794907028776 0.22131101362174366 0.2952015191258397 0.41896094300318509 0.29991494462592516 0.26657419781258807 0.17713862538221292 0.15751007354992896 0.072423595120199025 0.72339574981015176 0.063480484066531395
leaf_count=15 119 18 58 295 11 26 31 107 3 143 37 11 74 5 25 103 20 190 93 48 16 52 49 21 44 41 74 10 1378 4
internal_value=0 0.000139089 -0.000322491 -0.000528044 -0.00017255 0.000181829 0.000222804 0.000260565 -1.75309e-05 0.000199299 0.000133194 -0.000557347 -0.00029469 -0.00014131 -0.000309802 -0.00083061 5.94068e-05 0.000241 0.000116412 0.000227488 0.000505645 0.000670498 -0.000286304 0.000330425 4.42894e-05 0.000618789 -0.000877972 0.000926065 -0.000987684 -0.000291655
internal_weight=0 3.65474 3.42173 2.04401 1.15258 3.54722 3.43691 3.3453 1.37773 3.13112 1.17236 0.260457 1.0561 0.913173 0.802557 0.332927 0.46963 3.03747 2.28419 1.97648 1.28228 1.06097 0.694199 0.911906 0.566489 0.753285 0.205364 0.765765 0.891427 0.168031
internal_count=3121 943 2178 1930 253 824 806 775 248 668 171 69 242 168 153 108 45 642 458 365 268 252 97 102 65 184 77 200 1677 299
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=1 50 47 1425 159 12 51 15 4 43 3 12 3 1374 15 48 148 455 474 457 16 2 4 40 51 13 16 150 133 13
split_gain=0.208713 0.164296 0.157753 0.172462 0.155967 0.140749 0.130743 0.127727 0.122074 0.113233 0.130584 0.113095 0.196495 0.121869 0.0899288 0.104907 0.101056 0.0820167 0.0778546 0.108561 0.135021 0.158974 0.0906159 0.109036 0.0834901 0.0733 0.0757262 0.0712821 0.0982655 0.0730238
threshold=0.098700000000000024 0.07826000000000001 0.086785000000000015 0.086415000000000006 0.076905000000000015 -0.040564999999999997 -0.10748999999999999 0.084050000000000014 -0.013125 0.25787500000000008 0.10299500000000002 0.084100000000000022 -0.097604999999999983 -0.094929999999999987 -0.43375999999999998 0.12879500000000002 -0.080634999999999984 -1.0000000180025095e-35 0.084660000000000027 -0.0029299999999999994 -0.062804999999999986 0.10855000000000002 0.053180000000000012 -0.079289999999999985 0.067785000000000012 -0.28558999999999996 0.15891500000000003 0.086730000000000015 -0.030254999999999994 -0.084774999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -7 10 11 13 27 -8 -10 16 -16 -9 19 -15 24 22 23 -22 -21 -19 -27 28 -13 -30
right_child=2 -3 -4 -5 -6 8 7 17 14 -11 -12 12 -14 18 15 -17 -18 25 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0012735170461837836 0.0011587183222108767 -0.001160020271783846 -0.0001981498762973988 -0.0013450821581434125 0.0011395482565649171 -0.00057614201804052087 -0.00095050617320218713 0.0013068180810006812 -0.000363723849930643 -0.0012830061001108048 0.00072657641607904908 0.00085592628754310913 -0.0012724517102973302 -0.0010360784486646108 -0.00033262539074895573 -0.00039567857345957952 0.00088538293728069044 0.0010288798451106658 0.00089759420664202829 0.00022709064185658052 0.00031519024455481403 0.000964251772450791 0.00053408366963887048 -0.00091730246004972156 0.0012236642604230756 -0.0012778955375783627 0.00023431082032375367 0.00083442468925236748 0.0003128437468010716 -0.00093456231929313176
leaf_weight=0.17612552408536464 0.24072217469802204 0.31262680747022376 1.3961008528858654 0.093279209511820116 0.39280095625144884 0.32387646607821885 0.17517312148993358 0.028597394004464149 0.2587665509199728 0.11910399458429299 0.33441736944951106 0.09885096299694851 0.32447517855325569 0.13242890281253483 0.13183851353824183 0.17946773348376155 0.64890053207636655 0.02929789200425148 0.20295216300291929 0.31173194933216986 0.15530364686856024 0.17185843735933304 0.13908951485063881 0.45013868697424397 0.2388343321508728 0.34936484356148856 0.062852656978066079 0.11906241910764948 0.10670228698290884 0.25809292383201088
leaf_count=170 144 483 210 30 169 108 22 1 27 61 22 13 426 27 15 9 110 3 27 64 18 8 13 81 21 745 11 11 11 61
internal_value=0 -0.000274651 0.00013732 0.000343674 0.000416053 0.000256716 -0.000205183 -0.000155775 0.000115982 -6.861e-05 -2.36785e-05 -0.000110654 -0.000481428 5.94386e-05 0.000299877 0.000478711 0.000679705 -0.000774727 0.000157597 6.36962e-05 0.000162978 -0.000135273 -0.000389074 -0.000601152 0.000659402 -0.000909551 -0.00104732 -4.09553e-05 -0.000265749 -0.000569697
internal_weight=0 4.29708 3.66575 2.26965 2.17637 1.78357 3.98445 3.80833 1.54285 3.33822 3.21911 2.88469 0.907184 1.97751 1.21897 0.960207 0.780739 0.470113 1.80234 1.59939 1.46696 0.91639 0.744532 0.605442 0.550566 0.441515 0.412218 0.582709 0.463646 0.364795
internal_count=3121 2299 822 612 582 413 1816 1646 269 886 825 803 522 281 161 134 125 760 259 232 205 120 112 99 85 759 756 96 85 72
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 403 480 1213 156 1374 48 158 14 403 0 123 51 15 1374 15 0 0 1 47 43 457 15 52 452 159 12
split_gain=0.165611 0.158897 0.155081 0.151253 0.139612 0.136254 0.120986 0.103193 0.104569 0.113425 0.120897 0.113096 0.112122 0.105891 0.123178 0.131457 0.104669 0.122845 0.0982823 0.113694 0.178873 0.106375 0.110791 0.146069 0.0973253 0.101222 0.0918583 0.0906999 0.0890256 0.0802774
threshold=0.27834500000000006 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 0.084710000000000021 -0.082704999999999987 0.10499000000000001 0.093235000000000012 0.082620000000000013 0.085900000000000018 0.076175000000000007 0.090990000000000015 0.051010000000000007 1.0000000180025095e-35 0.092235000000000011 -0.076244999999999993 -0.094929999999999987 -0.016799999999999995 -0.10324499999999999 -0.060129999999999996 0.089770000000000016 0.13206500000000002 -0.074359999999999996 -0.0029299999999999994 -0.17952999999999997 -0.080114999999999978 0.085195000000000007 0.080005000000000007 -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 -2 3 27 -5 6 -6 8 9 10 11 12 18 14 15 16 17 -11 21 -20 28 -8 23 -23 -19 -26 -17 -1 -21 -3
right_child=1 29 -4 4 5 -7 7 -9 -10 13 -12 -13 -14 -15 -16 26 -18 24 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014432161048075689 -0.0012937512626716833 0.0013938657611299681 -0.0011842865046530647 -0.0014379753918274093 -0.0014401514952981699 -0.0014406470453901317 -0.0014390636362107967 -0.0012468334085176305 -0.0013031829855102714 -0.0014620623768311243 -0.0014448731551589384 -0.0013913386165223533 -0.0014074315697320157 0.0014099576147833981 0.0012015736025093129 -0.00034365441243540027 -0.0014529024017202932 -0.0011190909414843231 0.00087526641533779463 -0.0010391702823790954 0.00039798098918648493 0.00096489445132828388 -0.0010669303088935134 -0.00062122947803106455 -0.001158635259600273 0.00083124140090597598 0.0011302487872305823 0.0014706821501771067 0.00091093097814045015 0.00036938779315516594
leaf_weight=0.24616768695705094 0.10663629928603757 0.18793949308746949 0.30677109262614966 0.15192960917920562 0.11776221934633202 0.13954402837407531 0.14175037534005319 0.12659798422828306 0.11214846750954155 0.10349957959260758 0.12523587725445384 0.11627690627938125 0.10416519851423789 0.19072724785655726 0.2425758870813296 0.12147954973625019 0.13044353399891406 0.088028163358103262 0.49891301660682064 0.32874127379909601 0.99316640423785518 0.27621688321232796 0.16967969160759822 0.21044497935508844 0.061625268463103344 0.35866913275822354 0.30636838784994325 0.024129338562488556 0.056425002003379632 0.96672308148117725
leaf_count=280 15 150 139 350 238 175 164 81 31 11 84 31 87 29 89 23 29 41 52 432 111 40 12 45 34 79 56 1 37 175
internal_value=0 0.00038143 -0.000191596 -0.000136654 -8.30071e-05 -4.2804e-05 -3.64256e-06 3.11426e-05 6.53e-05 9.84875e-05 -6.51603e-05 -5.49088e-06 5.24843e-05 0.000406818 0.000271384 7.85469e-05 -0.000286443 -3.77478e-05 0.000109327 0.000288574 7.62098e-05 -0.000312293 -6.89441e-05 0.000279014 0.000252257 0.000539478 0.000711761 -0.00118309 -0.00075349 0.000536138
internal_weight=0 1.2613 5.84948 5.54271 5.27241 5.12049 4.98094 4.86318 4.73658 4.62443 3.02102 2.89578 2.7795 1.60342 1.41269 1.17011 0.742266 0.611822 2.67534 1.87725 1.37833 0.798092 0.656342 0.486662 0.508323 0.420294 0.427848 0.270297 0.385166 1.15466
internal_count=3121 340 2781 2642 2361 2011 1836 1598 1517 1486 1095 1011 980 391 362 273 194 165 893 632 580 261 97 85 154 113 79 281 469 325
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=4 151 11 403 484 150 3 1 150 15 13 2 3 1 3 0 2 43 133 16 1 1 133 0 50 49 2 48 1 48
split_gain=0.219205 0.158514 0.154625 0.122759 0.126814 0.128221 0.12382 0.152878 0.113857 0.123734 0.184117 0.142597 0.107726 0.0987411 0.134794 0.0942834 0.0830428 0.106083 0.0825911 0.0883614 0.0812629 0.0743544 0.0734267 0.105388 0.0699013 0.0611919 0.0606831 0.0769619 0.0874514 0.0741701
threshold=0.27834500000000006 -0.27559499999999998 0.080455000000000013 -0.092474999999999988 -0.0068949999999999992 0.097210000000000005 -0.12018999999999998 0.088975000000000012 -0.07848999999999999 -0.074054999999999996 -0.117405 0.089885000000000007 0.10732000000000001 0.10538500000000002 0.11296500000000002 -0.18113999999999997 0.084055000000000005 -0.50775499999999985 -1.0000000180025095e-35 -0.16927999999999996 0.086105000000000015 0.080000000000000016 0.091580000000000009 -0.053834999999999994 0.11875500000000001 0.0034800000000000005 0.113445 -0.064549999999999982 0.11230000000000001 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 25 12 -9 11 -11 18 16 -12 -15 -13 21 -18 -10 -20 22 -8 -19 -24 26 -6 27 -3 -29 -28
right_child=1 24 -4 4 6 -7 7 8 9 10 13 15 -14 14 -16 -17 17 20 19 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0011744354631320509 -0.0010393354588016045 0.0011804171521262628 -0.0010055210769575901 -0.0010572798783585885 0.00022029457434682002 0.0007282683214338277 0.00044489567601088421 0.00098220718643959675 -0.0011817685375188284 0.00094176303168694406 -0.0010681534599190881 0.00020430745059759264 0.00019492121074247471 9.9881584600688511e-05 -0.0011517194945213794 0.0011348370284718868 0.00030635383591024059 -0.0011378389162001697 0.00060276291109861372 -0.00044753880379863419 3.9877365425063084e-05 -0.00096510558081405707 -0.0011752938675199266 0.00079833566040289714 -0.00048544757404732743 0.00099841108540865589 0.0011522491120801327 -0.00026137381103777944 0.00073385025339374769 -0.00047028369772108766
leaf_weight=0.14399183615023492 0.096613575238734373 0.131748482293915 0.27706433892308258 0.3059227715457381 0.56098764532362011 0.067377031213254668 0.1877627393332667 0.17934460152173448 0.090548111998941749 0.14522837728145566 0.27283455878205054 0.29773942171595991 0.35222502541728307 0.459445656160824 0.15902921929955482 0.30024967645294964 0.13036308510345318 0.63712064741776042 0.20772413874510676 0.23369509754411455 0.12863173865480348 0.070674813410732895 0.077032754561514594 0.071738982558599673 0.086493076058104523 0.1843566179741174 0.34935658157337457 0.27819426858331986 0.2148307765746722 0.043496469617821276
leaf_count=352 15 31 139 431 70 13 81 38 19 33 202 17 19 82 14 84 17 781 16 89 16 86 142 21 14 19 165 24 81 10
internal_value=0 0.000399879 -0.00015235 -0.000107444 -7.74371e-05 -0.000735006 -2.57236e-05 -0.0001074 8.50045e-05 1.07332e-05 -0.000281635 0.00027893 -0.000380028 -0.000480973 -0.000221944 0.000671525 -0.000535409 -0.000682503 -0.00016239 4.67147e-05 -0.000823462 5.93032e-05 -0.00096477 -0.000223593 0.000525814 0.000412757 0.000611766 0.000384874 0.000172285 0.000972603
internal_weight=0 1.20073 5.54109 5.26402 5.12003 0.3733 4.74673 4.00139 2.34584 2.16649 1.03654 1.12996 1.65555 0.891309 0.618475 0.597989 1.30332 1.04489 0.531967 0.441419 0.914524 0.258438 0.785892 0.148772 1.10412 0.745344 1.01763 0.624774 0.493025 0.392853
internal_count=3121 340 2781 2642 2290 444 1846 1757 594 556 331 225 1163 298 96 101 1144 977 124 105 960 167 944 163 325 89 311 136 105 175
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=31 4 11 151 403 1456 480 1212 1374 130 156 13 1 16 159 52 49 13 3 4 151 42 15 12 452 4 4 52 157 133
split_gain=0.0348967 0.0345837 0.0533305 0.0438467 0.0346833 0.0355602 0.034972 0.0337194 0.0330289 0.0326194 0.0314747 0.0399351 0.0387492 0.0527029 0.0466987 0.0480765 0.0401898 0.0406344 0.0404747 0.0396177 0.0392484 0.0388549 0.0381243 0.0475226 0.030985 0.0306531 0.0786516 0.0367487 0.0357702 0.0315834
threshold=-1.0000000180025095e-35 0.27834500000000006 0.080455000000000013 -0.27559499999999998 -0.092474999999999988 -1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 0.093235000000000012 -0.23647499999999996 0.091255000000000017 -0.53104499999999988 0.10060500000000001 0.0057500000000000008 0.082585000000000006 0.098380000000000009 0.006170000000000001 -0.079969999999999986 0.096675000000000011 -0.49405499999999997 -0.084764999999999993 0.091205000000000008 -0.095869999999999983 0.099100000000000008 0.085195000000000007 0.0061450000000000003 -0.0024449999999999997 -0.085984999999999992 -0.083944999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 24 7 -7 9 -9 11 -11 13 14 15 21 17 -14 -19 -15 -21 22 -13 25 -6 26 27 -24 -29 -30
right_child=1 3 -4 -5 5 6 -8 8 -10 10 -12 12 16 19 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0041377880022961874 -0.0041213009817419191 -0.0036104201972510467 -0.0033975904641982998 0.0012149451166661406 -0.0041258507200164756 -0.0041224882109917853 -0.0041248165148817639 -0.0040931165101361199 -0.0036820144865390317 -0.0028185832134197076 -0.0018242415932094162 -0.001795600856011963 0.0030453364213237871 -0.00069403300844025125 -0.0040640033962088601 -0.0036457946043370278 0.0035511335907925218 0.0012704092677674769 -0.0016986264340742661 -0.0026373576993648953 0.0026201898503784454 -0.0040369997306171886 -0.0038031163443438174 -0.0041567814878492705 0.0041544482745204045 0.0033983869546949097 -0.0039855614928130641 -0.0041256701891119506 -0.0017343342260679722 0.0035465945151518818
leaf_weight=0.031956664651261568 0.03886939831773073 0.03458596786367707 0.096838109640884684 0.41564852107330796 0.060879325646966964 0.033223144651857939 0.03570843632587628 0.030281663319330465 0.039078028359654016 0.0642199564026672 0.11943787876225531 0.10499083226568495 0.10408258148891036 0.12620397263526684 0.063012997510668356 0.065865370395840728 0.1145996081904741 0.19565448591310985 0.12929905522832996 0.026716555350503768 0.24349315900326474 0.035995517790979648 0.01802970202334131 0.027933378816669574 0.008765803650021553 0.09650492755099549 0.049461471924580502 0.013384386829785933 0.022049055221943115 0.14871820099324107
leaf_count=86 352 15 139 287 278 211 175 16 32 15 159 96 52 31 127 154 50 103 25 35 166 58 19 26 1 26 38 58 216 75
internal_value=0 -0.000191902 -0.000412657 0.000844272 -0.000269309 -0.000193599 -8.81035e-05 -1.11128e-05 6.31623e-05 0.000144473 0.000216985 0.000364723 0.000493621 2.88056e-05 -0.000696532 -0.00033252 0.00138485 0.000806219 8.90296e-05 0.00121072 0.00210036 8.95337e-05 0.000398296 0.00101077 -0.00308366 0.00142538 0.000668735 0.00180736 0.00235666 0.00286473
internal_weight=0 2.56353 2.1133 0.450234 2.01646 1.97759 1.90794 1.87224 1.83901 1.79993 1.76965 1.65022 1.586 1.04236 0.645946 0.582933 0.543636 0.429036 0.324954 0.396414 0.27021 0.517067 0.481072 0.376081 0.0696451 0.348148 0.251643 0.202181 0.184152 0.170767
internal_count=3121 3035 2733 302 2594 2242 1963 1788 1577 1545 1529 1370 1355 1125 893 766 230 180 128 232 201 612 554 458 279 432 406 368 349 291
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=39 42 376 2 133 132 12 133 52 1456 129 4 160 1373 474 4 14 3 456 0 2 3 160 0 52 2 9 133 2 159
split_gain=0.0339557 0.0369987 0.0446979 0.0413118 0.0357577 0.0404338 0.0536783 0.0499207 0.0353227 0.0340301 0.034038 0.0327911 0.0325422 0.0338384 0.0341922 0.0400364 0.0348872 0.0367391 0.0369659 0.0395779 0.059572 0.0560577 0.0522175 0.0493357 0.0323128 0.0358952 0.0354826 0.0299715 0.0291866 0.0289157
threshold=0.16946000000000003 -0.26584999999999998 0.048375000000000008 0.17025000000000004 0.11269500000000002 0.079970000000000013 0.051320000000000005 -0.088004999999999986 -0.52017999999999986 1.0000000180025095e-35 0.085550000000000015 0.40124500000000002 -0.10151499999999998 0.099250000000000019 -1.0000000180025095e-35 0.49041500000000005 -0.10708499999999999 0.31299000000000005 0.084065000000000015 -0.10607499999999999 0.11389000000000002 0.090900000000000009 0.084770000000000026 -0.076234999999999983 0.083680000000000018 0.084055000000000005 -0.036024999999999995 -0.030254999999999994 0.116525 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=1 -1 3 4 5 7 -7 -3 -9 10 12 -8 27 14 -14 16 -16 18 19 20 21 22 -18 24 26 -26 -21 -10 -29 -25
right_child=-2 2 -4 -5 -6 6 11 8 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 23 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=-0.0032546619859486294 0.0032606263861511679 -0.0024912211486479998 0.0015473883970476697 0.0032321458175705482 -0.0029263027022821022 0.0029704827603149429 -0.0020271764945417425 -0.0032407646296600564 0.0032335169032553825 -0.0032413653727733863 -0.0031889995511047253 0.0021390619709406697 -0.0032903887662214131 -0.0032549419641612837 -0.0029592590766450546 0.0025146522498043847 0.0012173981270536638 0.0032433286098941167 -0.0021022163512797957 0.00327132394934595 -0.0013217915809848569 0.0025152824705741775 -0.0018313494166071736 0.000507930341621511 0.0025247702583264153 -0.0032422418084710274 -0.0028334973868390299 -0.0032125295315402172 0.00077148177208071985 -0.0018046205597813246
leaf_weight=0.039478092043283008 0.03103499185090175 0.10684929158469714 0.16184881049684907 0.035870814026566111 0.051833877262651984 0.09311636486017949 0.056448765167260717 0.039612346116884356 0.011676948262902442 0.036598670970306446 0.036350894551105628 0.030480224202619866 0.029607286849571035 0.031056122479640069 0.037945982534440925 0.075878374906096613 0.20736137977292002 0.040011383709497639 0.075729809936092241 0.010737605261968097 0.11148339432838839 0.22152008271950763 0.082187915155373048 0.46911501351677298 0.033647621721684118 0.017031257277267287 0.14043474957361279 0.078549854003542641 0.025526352837914601 0.064429117785039125
leaf_count=18 23 400 160 52 364 65 144 190 8 196 105 14 24 18 14 82 66 44 76 2 37 57 24 172 38 144 316 209 20 39
internal_value=0 -0.000146445 -9.55914e-05 -0.000213718 -0.000269517 -0.000205861 0.00126284 -0.000339188 -0.000216649 -0.000151434 -8.86174e-05 -0.000566353 -2.47251e-05 9.17861e-05 0.000156059 0.000220335 0.000105169 0.000184075 9.86967e-05 0.000221437 0.000822026 0.00128967 0.000352018 -0.000286995 -0.00165004 0.000586695 -0.00239988 -0.00168369 -0.00223539 0.000228674
internal_weight=0 2.45242 2.41294 2.25109 2.21522 2.16339 0.180045 1.98334 1.87649 1.83688 1.80028 0.086929 1.76393 1.64818 1.61712 1.58751 1.51164 1.47369 1.43368 1.35795 0.622553 0.511069 0.289549 0.735395 0.201851 0.0506789 0.151172 0.115753 0.104076 0.533544
internal_count=3121 3098 3080 2920 2868 2504 223 2281 1881 1691 1495 158 1390 1153 1135 1111 1029 1015 971 895 184 147 90 711 500 182 318 237 229 211
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=123 124 421 14 3 3 0 2 3 48 132 124 457 48 0 14 43 9 43 13 13 49 42 448 38 41 13 52 0 16
split_gain=0.0311339 0.0345833 0.0344329 0.0409033 0.0361499 0.0347285 0.0526046 0.0524705 0.0545387 0.0362149 0.0467691 0.0323113 0.0322196 0.0287707 0.0408421 0.027602 0.0356893 0.0395293 0.03842 0.0397669 0.0315012 0.0248145 0.0246799 0.0264127 0.0243434 0.0236041 0.0378397 0.0369792 0.0701518 0.023604
threshold=1.0000000180025095e-35 0.14970500000000003 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.12018999999999998 -0.10607499999999999 0.11215000000000001 0.11296500000000002 -0.064549999999999982 0.081240000000000021 -1.0000000180025095e-35 -0.0029299999999999994 0.12230500000000001 -0.15350499999999997 -0.073394999999999974 -0.074359999999999996 -1.0000000180025095e-35 -0.074974999999999986 -0.091904999999999987 -0.47860499999999995 0.082865000000000008 -0.088934999999999986 -0.08020999999999999 0.12566000000000002 0.075585000000000013 0.021350000000000004 0.10744000000000002 0.11070500000000001 -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=1 2 -1 4 5 9 7 8 12 -4 21 22 -7 14 -9 -8 18 -18 19 -17 -19 25 -2 -24 -6 26 -11 28 -28 -14
right_child=11 -3 3 -5 24 6 15 13 -10 10 -12 -13 29 -15 -16 16 17 20 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033859186318429702 -0.00090659533481037198 0.0025709687528942334 0.0029600240077963754 -0.0030204937644824881 0.0033711613380952399 -0.0023101618798562697 0.001335301945553029 0.0017831039412103866 0.002770359071333934 0.0025450885445890718 0.0021922837046391011 -0.0011402528544713041 -0.001580946803128661 -0.0031374531803627244 -0.002368207911186472 0.0028792360693321844 0.0017629650106109676 -0.00070972753737269902 0.0032295421486676422 -0.0014643954783444457 -0.0033146941680048227 0.0016320925351153656 -0.0019345224007465019 0.0028158685155302834 -0.0020712910107701901 -0.0022756573491596903 0.0011775383115099733 0.0021213549426414686 -0.0034085585594208329 0.00069302543025994833
leaf_weight=0.028374183297274924 0.032330978800018784 0.048755573014204745 0.055494504907983355 0.062895649531128472 0.048102416465553577 0.058973069966668845 0.041479196663205098 0.049999363895040005 0.098651663400232792 0.044898624546477639 0.095845593983540311 0.057604192439612123 0.060834279556729598 0.077195060788653791 0.058009157975902781 0.026401736862680991 0.024804647222482767 0.069926993863192344 0.026004429757450431 0.25030305458767543 0.21228563430576575 0.056179963954491541 0.014735413074959069 0.13266289176408463 0.011547888338100165 0.088430196883564349 0.062520863173631369 0.037549943088379223 0.095557963810279034 0.34533299840040943
leaf_count=18 17 17 24 91 100 37 25 22 29 14 42 54 47 24 19 8 9 12 10 837 1184 21 5 189 3 37 39 14 74 99
internal_value=0 -0.000231499 -0.00029695 -0.000347697 -0.000263488 -0.000342985 -0.000622 -1.36284e-05 0.000497013 0.000385241 8.81701e-05 0.00105363 1.48589e-05 -0.00156811 -0.00044648 -0.00132173 -0.00150248 -0.00231114 -0.000682316 -0.00104995 -0.00266923 -0.000435461 0.00175678 0.00234097 0.00231754 -0.000788562 -0.000241829 -0.000881452 -0.00159474 0.000352438
internal_weight=0 2.13635 2.0876 2.05922 1.99633 1.93668 1.4002 0.748996 0.563792 0.536478 0.480983 0.237333 0.46514 0.185204 0.108009 0.651206 0.609726 0.307017 0.302709 0.276705 0.282213 0.385138 0.179729 0.147398 0.0596503 0.328958 0.240527 0.195629 0.158079 0.406167
internal_count=3121 2856 2839 2821 2730 2627 2362 277 212 265 241 265 183 65 41 2085 2060 1205 855 845 1196 199 211 194 103 178 141 127 113 146
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=12 132 16 1 42 15 13 133 448 42 41 12 42 47 52 52 2 16 15 47 1 3 2 1 52 0 2 147 2 42
split_gain=0.166095 0.167445 0.138044 0.14326 0.119737 0.117535 0.114529 0.24436 0.127636 0.109283 0.126232 0.126741 0.120677 0.11386 0.112284 0.0998726 0.0962874 0.0929574 0.0898867 0.119203 0.096614 0.132353 0.12562 0.0933727 0.0880778 0.088485 0.0780595 0.0775611 0.0761589 0.118276
threshold=0.079890000000000017 0.080640000000000017 -0.54165499999999989 0.12958500000000003 0.091735000000000025 0.19724500000000003 -0.0025349999999999995 -1.0000000180025095e-35 -0.081729999999999983 -1.0000000180025095e-35 0.07831500000000001 0.090455000000000021 0.084050000000000014 0.11518500000000002 -0.22660999999999995 0.11434500000000002 0.092120000000000021 -0.0060749999999999997 0.024640000000000006 0.092710000000000015 0.094090000000000021 0.11924500000000002 0.090790000000000023 0.14089500000000002 0.17829500000000004 -0.18901999999999997 0.08622500000000001 0.10361000000000002 0.089885000000000007 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 6 -2 4 9 27 7 -1 -9 13 11 12 17 -4 -13 -16 -17 28 19 20 26 22 -22 -21 25 -10 -8 -6 29 -11
right_child=2 -3 3 -5 5 -7 18 8 24 10 -12 14 -14 -15 15 16 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010040994596424739 0.00085938066441999057 0.00087321155247171848 -0.0010710267248466923 0.00040437900390224811 -0.0011316954848315337 0.00085233243809175918 0.00039307030264173587 -0.00099324364416701551 -0.00036286023850262548 -0.001004241085225961 -0.0011844324619256223 -0.0011598024615540369 -0.0011590957763459463 0.00075185304565426035 0.00052768872776321417 0.00033691148231664817 -0.0011791524425591546 -0.0010104445706737889 -0.00079132547789621344 -0.00088623022460312874 -0.00012569843694807282 -0.00029270341511544495 0.0010236549790239343 0.00026474572447931398 -0.00075947534496034297 0.001004287286699314 -0.00033153927337081963 0.0011655495101773447 0.00092342587617993835 0.0011164835183960994
leaf_weight=0.14596263472049031 0.14105375151848454 0.33987824452924531 0.33993840996845515 0.33329528407193709 0.48877322501357401 0.0480364152463153 0.26751410406723219 0.060271754395216703 0.070553132856730372 0.10310010388639057 0.14473167349933636 0.075220946127956267 0.21891706851602066 0.052924805233487859 0.690352670608263 0.12206458984292112 0.10342906093865167 0.1059149090433491 0.22970527040888544 0.3323145254398695 0.18182298917963624 0.27263840805971995 0.42220799684582744 0.13146624900400639 0.047836537793045864 0.61297386601654658 0.77233015758974943 0.020464735571295023 0.12713376351166517 0.053326768043916672
leaf_count=58 27 99 700 58 496 4 45 4 11 85 30 85 555 13 85 27 27 59 49 63 15 28 76 9 10 280 97 3 15 8
internal_value=0 9.80557e-05 -0.000258536 -0.000310619 -0.000399066 -0.000876313 2.37917e-05 0.000370356 0.000623779 -0.000274615 -0.000150543 -5.69887e-05 -0.000472339 -0.000825456 0.000197985 0.000309504 -0.000358474 -8.63249e-05 -0.000100706 -3.40587e-05 9.32069e-05 0.000375898 0.000677681 -0.000559967 0.000757038 0.000863171 -0.000145124 -0.00103938 0.00025885 -0.000281275
internal_weight=0 3.88748 3.16868 3.02762 2.69433 0.557274 3.5476 0.937598 0.791635 2.13705 1.74419 1.59946 0.608393 0.392863 0.991067 0.915846 0.225494 0.389476 2.61 2.38029 1.91651 0.876669 0.604031 0.463781 0.731364 0.683527 1.03984 0.509238 0.283561 0.156427
internal_count=3121 844 2277 2250 2192 503 745 363 305 1689 976 946 722 713 224 139 54 167 382 333 261 119 91 72 301 291 142 499 108 93
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=4 12 151 132 3 1 3 16 133 13 16 14 0 0 159 4 15 1 13 43 12 48 47 1 2 50 3 128 403 48
split_gain=0.175076 0.155519 0.15284 0.150404 0.14975 0.124949 0.123087 0.130981 0.122736 0.17405 0.094883 0.0914096 0.0943589 0.0908029 0.101678 0.114193 0.08793 0.0843095 0.110211 0.106222 0.0817259 0.101549 0.0727056 0.117654 0.0682665 0.0774292 0.0641624 0.0778127 0.0656838 0.0610266
threshold=0.27044500000000005 0.084100000000000022 -0.27559499999999998 0.081465000000000024 0.10732000000000001 0.13021500000000003 -0.097604999999999983 -0.16927999999999996 -0.0084449999999999994 -1.0000000180025095e-35 -0.29154999999999992 0.076175000000000007 -0.17169499999999996 -0.060129999999999996 0.092630000000000018 -0.49013999999999996 0.024640000000000006 0.077845000000000011 -0.084154999999999994 0.070450000000000013 -0.040564999999999997 -0.064549999999999982 0.092710000000000015 0.094090000000000021 0.113445 0.11375500000000001 -0.116045 0.11362500000000002 -0.069009999999999988 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 3 -2 8 5 6 13 10 -1 11 -8 12 -10 26 15 -15 22 18 19 -14 -4 -22 23 -11 -23 29 -3 28 -28 -26
right_child=2 4 20 -5 -6 -7 7 -9 9 16 -12 -13 17 14 -16 -17 -18 -19 -20 -21 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00097187223359028983 -0.0011304300047905544 -0.001241804304691424 0.001155445878281498 0.00087454812192101522 0.00036206228638694017 0.00056158845120207876 -0.0012732603817482979 -0.0012723399211279846 -0.0012941841913750465 -0.00023646995388644737 0.00040884848281339968 -0.0011856037612805166 -0.0012786374304731925 -0.00080900123114971011 -0.0011419275153793263 0.00067022053780217445 -0.00094728184514232419 0.0010684478650314127 0.0011022478148761308 0.0012955980535487492 0.0012767886639767963 -0.00015894508611191075 -0.00065682220666769646 0.00056760314413594999 0.0012663558186733271 -0.00052764738761684293 0.00075808144207470494 0.001251388190565863 -0.0012870036921488125 -0.00019036392699670393
leaf_weight=0.22741689918621055 0.10403488541487593 0.21881555377331097 0.2280845402565318 0.2940930525510338 0.33446592662949104 0.14878242104896333 0.082611991754674818 0.65994247327034894 0.039019577205181899 0.91072674193128367 0.15543817065190502 0.047933886453392915 0.10118739202152938 0.11375849494652357 0.098971279483521357 0.32038731226930373 0.22754010988865037 0.43436856780317612 0.10617930973239753 0.034603092819452286 0.14888151481864031 0.49618642548739444 0.31302477116696525 0.43139077155501582 0.19474145802087151 0.077414399944245815 0.035155644167389255 0.043901355937123299 0.089779452908260282 0.060674962005577981
leaf_count=99 15 92 156 63 24 22 63 1561 2 134 23 10 114 74 17 30 59 168 21 2 43 61 52 46 70 10 28 4 48 10
internal_value=0 -0.000171656 0.000344555 1.06672e-05 -0.000422525 -0.000555899 -0.000647314 -0.000981419 -7.77515e-05 -9.03376e-07 -0.000174904 0.000509971 0.000623586 -0.000321473 1.81599e-05 0.000282623 -0.000208026 0.000734227 0.000134255 -0.000622653 0.000471795 0.000312341 -0.000106397 2.19796e-05 0.000139138 0.000583522 -0.000788553 -0.00020113 -0.000711535 0.000920308
internal_weight=0 5.46949 1.31002 3.16748 2.30201 1.96754 1.81876 0.897993 2.87339 2.64597 0.23805 0.763292 0.715358 0.920769 0.533117 0.434146 1.88268 0.676338 0.24197 0.13579 1.20598 0.977899 1.65514 1.34212 0.829017 0.332831 0.387652 0.168836 0.124935 0.255416
internal_count=3121 2756 365 770 1986 1962 1940 1647 707 608 86 317 307 293 121 104 291 305 137 116 350 194 232 180 151 90 172 80 76 80
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=15 39 52 160 151 131 43 376 4 1456 0 1 146 0 47 2 14 48 2 48 16 456 15 43 16 4 43 0 43 3
split_gain=0.03091 0.031354 0.0375394 0.0346297 0.0347549 0.0343502 0.0329407 0.0420349 0.0420192 0.0358515 0.0369917 0.0662982 0.0486859 0.0474738 0.04529 0.0410661 0.0353897 0.0390794 0.0378997 0.0631486 0.0450168 0.0418539 0.0338956 0.0447055 0.0426459 0.0368487 0.052376 0.0538076 0.0316236 0.0310178
threshold=-0.49307999999999996 0.16946000000000003 -0.24456499999999998 -0.098904999999999979 -0.010154999999999999 0.10340500000000001 0.24789500000000006 0.088470000000000007 -0.49405499999999997 1.0000000180025095e-35 -0.075684999999999988 1.0000000180025095e-35 0.12035500000000002 -0.088099999999999984 0.12431000000000002 0.084055000000000005 -0.10708499999999999 0.12879500000000002 0.098035000000000011 0.086035000000000014 -0.094359999999999986 0.090170000000000014 -0.071579999999999991 -0.084999999999999978 0.22339500000000004 -0.39518999999999993 0.084740000000000024 -0.04917499999999999 -0.52440999999999993 -0.52915999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 8 28 10 11 15 22 14 16 -10 -13 18 19 -18 -21 -20 -12 -24 25 -25 27 -27 -5 -2
right_child=1 -3 3 6 -6 -7 -8 -9 9 -11 12 13 -14 -15 -16 -17 17 -19 21 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00337974798003448 0.0034059813557461736 0.0033936513933312583 0.0012625620825413447 0.0011381207476899478 -0.0026154730477242851 0.0013488848328923981 -0.0021655077802932863 0.0031656238642098827 0.00073006254575088347 -0.0033770182325072126 0.0024221514084009576 -0.0016890355640759825 -0.0034303717516364217 -0.0028162538790543565 -0.0025391027249742006 -0.0030903388266045086 0.0013502745257762867 -0.001698835106314383 0.0028005151629822327 -0.0030084146581866558 0.0006303530609902125 -0.0010911986526038237 0.0022194438650059269 0.0028373066812101789 -0.0033904203444679853 -0.0022028869511531175 -0.0021504898024062259 0.0029899214818308686 -0.0031187543221135247 -0.0028185996318656182
leaf_weight=0.02868495438997376 0.0097675947472453117 0.028176547908515093 0.034778276801262109 0.026696595596149564 0.10758966342109655 0.034539384119852912 0.073288982493067922 0.050778761302353703 0.043333606244232881 0.031672354076817899 0.16289916192363307 0.070272369746817276 0.028091682121157646 0.055158116358143161 0.055656032338447403 0.12233884380111704 0.32148485316793085 0.064647385384887457 0.19241334181788261 0.080955743091180921 0.074021955457283184 0.037564566970104352 0.13465155648282234 0.054408086813054979 0.039458418083086144 0.033301142903837899 0.092245064237431507 0.071248379150344099 0.077359935610730513 0.13414896187441705
leaf_count=85 1 17 53 4 331 20 147 45 78 180 150 29 2 226 20 678 135 9 134 23 23 15 64 9 21 164 26 30 62 340
internal_value=0 -0.000142349 -0.000185391 -6.12664e-05 -0.00166813 -0.00167131 5.34637e-05 0.000138136 5.59208e-05 0.000178641 0.000243581 -0.000122141 0.000906925 0.00022044 0.000407168 -0.00209107 0.000602064 0.000810861 0.00104053 0.000497845 -0.00127043 0.00216484 0.00111406 0.000613054 -0.000131121 0.000380843 -0.000298299 0.00133591 -0.00202662 -0.00239614
internal_weight=0 2.34295 2.31477 2.13631 0.142368 0.178456 1.99395 1.92066 1.86988 1.76582 1.73415 1.11785 0.616303 0.952174 0.897016 0.165672 0.84136 0.771088 0.70644 0.476463 0.154978 0.229978 0.588212 0.425313 0.290661 0.251203 0.196795 0.10455 0.104057 0.143917
internal_count=3121 3036 3019 2658 384 361 2274 2127 2082 2016 1836 1370 466 614 388 756 368 339 330 181 46 149 464 314 250 229 220 194 66 341
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=1 47 146 1425 50 42 48 15 447 42 43 13 52 2 12 50 148 1 1374 42 1209 49 159 50 4 43 0 16 1429 484
split_gain=0.210897 0.169581 0.154468 0.149101 0.135894 0.132873 0.131688 0.138799 0.108773 0.126755 0.149612 0.122411 0.115462 0.139783 0.127612 0.103728 0.102091 0.135453 0.100901 0.0966598 0.0887849 0.0840113 0.0747754 0.138299 0.0923859 0.123744 0.0711684 0.0679987 0.135006 0.0666133
threshold=0.098700000000000024 0.086785000000000015 0.12035500000000002 0.086415000000000006 0.07826000000000001 -1.0000000180025095e-35 0.12879500000000002 -0.03241999999999999 0.084700000000000011 0.091735000000000025 -0.20207499999999998 0.41383500000000001 0.11434500000000002 0.092120000000000021 0.084100000000000022 0.11875500000000001 -0.079549999999999996 0.10471500000000002 -0.035729999999999991 -0.22961999999999996 0.091400000000000023 -0.083094999999999988 -1.0000000180025095e-35 0.089280000000000012 0.09173000000000002 -0.06984499999999999 -0.23001499999999997 -0.056919999999999991 0.084545000000000009 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 7 15 9 10 -7 -11 13 14 18 19 -9 -18 -12 -2 -16 -20 -3 24 -24 -26 -23 -28 -29 -1
right_child=1 22 -4 -5 -6 8 -8 16 -10 11 12 -13 -14 -15 20 -17 17 -19 21 -21 -22 26 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.00094155637126276356 -0.00055930593098627599 -0.001057149335523329 -0.0012658729944397297 -0.0013255677434209807 -0.0011333653305040591 0.0010193766821110836 -0.00038835798424397081 -0.00090834484086848438 0.0010209578039409683 -0.0010720179268462206 -0.0012870190958355486 0.0013208719020169042 -0.0011612617768209299 0.00031170128990309757 -0.0011371656325846521 -0.00051252293668592106 -0.0010785592383244279 0.00068835456239344363 -0.0010856225517930542 0.0011634855753041629 0.0012170751164849013 0.0010202300771066086 -0.0010926648617358876 0.0010506432477248096 0.00059785023774891293 -0.00051101664870599169 0.00048167252023540699 -0.0011300022801808262 0.00077077714407041407 0.00091328948386826053
leaf_weight=0.45431096101674562 0.055673253955319524 0.14776303096732579 0.086472420953214058 0.071991915305261389 0.27036585962196102 0.19455473928246858 0.22015539195854206 0.11066936596762389 0.13289629189239338 0.34407387415558321 0.097064537694677711 0.038208596408367157 0.16495411808136839 0.92509447190968774 0.3444242152836523 0.072492839302867651 0.081948285849649083 0.47051731393730734 0.086876180401304737 0.88781776350515429 0.027852333456394263 0.14674775619641878 0.18000961485085987 0.14591681433375925 0.2687146609823684 0.40722170530352753 0.25719314398884308 0.16519942642480578 0.094490875941119157 0.033438040554756299
leaf_count=605 5 50 4 30 483 15 24 9 30 346 19 1 109 133 345 11 54 110 23 365 5 12 59 30 19 52 38 108 13 14
internal_value=0 0.000175288 0.000393271 0.000466052 -0.000266952 -0.000200165 0.000533963 0.000654892 -0.00010095 -0.0001526 -4.87651e-05 -0.000832852 -0.000138731 -6.00946e-05 -0.000342053 0.000949494 0.000203534 0.000426265 -7.01812e-05 0.00106183 -0.00096103 8.71947e-05 -0.000214885 -9.06607e-05 -0.000285224 -7.01929e-05 0.000240729 1.94213e-05 -0.000438385 -0.000814396
internal_weight=0 3.20736 2.05774 1.97127 3.77775 3.50738 1.89927 1.67912 3.01963 2.88673 2.50445 0.382282 2.3099 2.14494 1.21985 1.01598 0.663135 0.552466 0.847572 0.943491 0.372277 0.750507 1.14963 1.00186 0.855946 0.675936 0.663631 0.516883 0.25969 0.487749
internal_count=3121 822 612 608 2299 1816 578 554 1197 1167 820 347 805 696 563 381 173 164 213 370 350 194 210 160 130 71 171 159 121 619
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1 146 11 15 151 457 457 49 38 16 43 403 14 474 1373 3 12 160 3 1374 133 0 160 0 0 1 15
split_gain=0.0309131 0.0424192 0.0319896 0.0306842 0.0427026 0.0395721 0.0386057 0.0420471 0.0328966 0.0310899 0.0293492 0.0310641 0.0454457 0.0503208 0.031481 0.0328743 0.0308505 0.0314125 0.0459907 0.0481734 0.0410039 0.03945 0.03626 0.0370638 0.0283418 0.0242692 0.0363064 0.0375734 0.0449913 0.0372641
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.11588000000000001 0.12035500000000002 0.088215000000000002 0.095175000000000023 0.084990000000000024 -0.0029299999999999994 -0.22896499999999997 0.12011500000000001 0.084835000000000008 -0.50992999999999988 0.24789500000000006 -0.083259999999999987 0.08840000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10299500000000002 0.092355000000000007 -0.090969999999999981 -0.15447499999999995 -0.094929999999999987 0.099660000000000012 -0.014954999999999998 0.10210000000000001 -0.13455999999999999 -0.074479999999999977 0.095285000000000022 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 -1 -2 5 24 6 8 -8 9 -4 11 12 -10 14 -14 16 -16 -18 19 20 -19 -21 -22 25 -5 26 -24 28 29 -28
right_child=2 -3 3 4 -6 -7 7 -9 10 -11 -12 -13 13 -15 15 -17 17 18 -20 21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003524922763699972 -0.0022772414240498601 -0.0031314156195668065 0.0019184272006031232 0.00077244561512617273 -0.0033307805800919322 -0.002568552399638956 -0.003408161468138667 0.0029832253746398599 0.0025839623453797439 -0.0023873445362292281 -0.00246260138009578 -0.0022071181214844337 -0.0033887000398298665 -0.0035284207665897665 -0.0032788509346535115 -0.0035249079473049318 -0.0018996170506961972 -0.0025973901767104859 0.0024382797261187404 0.0020622175486808558 -0.0030920747633854783 -0.0032822042552702077 0.0030778881021218478 -0.0024398400167698164 0.0034273769166697824 -0.00092402666674779521 -0.0035177443850361425 0.0018079808727030815 0.0021822860993504136 0.0016101534246200349
leaf_weight=0.013957806397229433 0.07467591591103051 0.076856491832586804 0.025557559330991353 0.3956239261342489 0.028457072388846427 0.080419493488079641 0.073066173757979302 0.015371578425401822 0.11390985444086288 0.10864591442896299 0.047289557734984666 0.055922064335390931 0.026392573879093439 0.041741579602785239 0.024837745164404956 0.024528527290385571 0.054963921373201052 0.041719980991729133 0.17881148488959298 0.022741049840988126 0.025735586661539966 0.067988239179612719 0.14654674762641628 0.033376126766597736 0.056723331696048152 0.052166463103276328 0.060263604977080498 0.2610900305462539 0.049545885311090387 0.024631546907585289
leaf_count=4 258 487 24 306 4 79 208 8 74 174 93 27 282 113 58 16 19 86 54 16 16 155 56 13 81 39 160 121 10 80
internal_value=0 -0.00210836 -1.73617e-05 6.15688e-05 0.000842808 -0.000165084 -4.25065e-05 -0.00229726 9.14659e-05 -0.00156736 0.000255858 0.000354223 0.000468721 0.000256821 0.00040107 0.000494641 0.000589041 0.000683266 0.000830439 0.000464572 0.000778788 -0.00194264 0.000994374 0.00116194 0.00110537 0.00136424 0.00158444 0.00103111 -0.000477593 -0.00202993
internal_weight=0 0.0908143 2.21274 2.13807 0.480804 1.65726 1.57684 0.0884378 1.48841 0.134203 1.3542 1.30691 1.25099 1.13708 1.09534 1.06895 1.04442 1.01958 0.964617 0.785805 0.695076 0.0907293 0.653356 0.62762 0.452347 0.594244 0.542078 0.395531 0.134441 0.0848952
internal_count=3121 491 2630 2372 391 1981 1902 216 1686 198 1488 1395 1368 1294 1181 899 883 825 806 752 581 171 495 479 387 466 427 371 250 240
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=156 15 39 42 123 2 133 13 456 155 41 13 11 2 124 1373 1373 483 43 16 3 4 1375 457 160 484 151 12 1 16
split_gain=0.0286111 0.0300105 0.0275446 0.032314 0.0341016 0.0288771 0.0340776 0.0311463 0.0359834 0.0306331 0.0322091 0.0289929 0.0337726 0.0274604 0.0326267 0.0269515 0.0273609 0.0307197 0.03176 0.0440346 0.0398962 0.0324383 0.0310853 0.0454433 0.0261372 0.0273521 0.0290934 0.0334261 0.0347251 0.0385899
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.17025000000000004 0.10622000000000002 -0.10664 0.087015000000000023 1.0000000180025095e-35 0.078475000000000017 -0.53104499999999988 0.08776500000000001 0.11870500000000002 -0.072314999999999977 0.099250000000000019 1.0000000180025095e-35 0.0015150000000000003 0.084740000000000024 0.0039400000000000008 -0.15121499999999996 -0.42529999999999996 -0.43996499999999994 0.088585000000000011 -0.40698999999999991 -0.0068949999999999992 -0.40381499999999992 0.11650500000000001 0.10089500000000001 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 3 -3 5 6 7 11 9 10 15 -5 -13 14 -6 16 17 18 20 -20 -9 -22 -23 24 -24 -26 -27 28 -28 -30
right_child=1 2 -4 4 13 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 22 23 -25 25 26 27 -29 29 -31
leaf_value=-0.0033068196510788661 0.0028039121751816999 -0.0033203685002839941 0.003323272782471803 -0.0020516307303542715 0.0012833709836977247 0.0033141843675507684 -0.0025800035090243647 0.0019119266722936179 -0.0030481030788508923 -0.0033132600235610773 -0.0026701023804454526 0.0014206212539416869 -0.0021621887283129163 0.0032240778071965081 -0.0023402627724934738 -0.0033208914902232191 0.0027572976058490022 -0.0026748174311217393 -0.0032186484212752427 0.0017666659186641026 -0.0029672675231548818 -0.0022453533654633625 -0.003309981907945242 0.0022967607115457578 -0.0026620978459388866 -0.0033135385982328383 -0.00012038996069390956 -0.0015740633419754552 0.002461177461065207 -0.00021460812958017434
leaf_weight=0.029782115907437734 0.039618343341317419 0.03431752780307018 0.025379508675541618 0.037093291990458965 0.12215787527384236 0.024771777985733823 0.067615818052217835 0.12361953940853743 0.054080617357612826 0.035879286720046255 0.056094934185239143 0.27237392353072332 0.032117578015459003 0.053273978130164323 0.034880841420090181 0.027955588251643237 0.037047091522253939 0.049514122036271035 0.069641275137655501 0.026790326273840037 0.040779157492579876 0.060363975819202054 0.02626273263240464 0.10035277525457786 0.038533747889688663 0.02479978725023213 0.31016415980729217 0.087056706710427534 0.16736087713798042 0.090780016464123037
leaf_count=163 106 18 17 11 114 32 390 52 129 148 59 158 17 74 34 16 25 182 131 11 52 7 117 57 136 21 730 30 54 30
internal_value=0 -4.57737e-05 -9.8752e-05 -0.000139997 -8.73061e-05 -0.000229841 -0.000277651 -0.000189632 -0.000404175 -0.000300034 -0.000219179 0.000706689 0.00104271 0.00117398 0.000478503 -0.000111855 -4.02624e-05 -0.000125493 -1.72825e-05 -0.00183364 0.000146402 -8.41989e-05 4.56149e-05 0.000209214 -7.19981e-05 4.63251e-05 0.000199768 0.000332716 0.000624809 0.00152019
internal_weight=0 2.17068 2.13106 2.10568 2.07136 1.86105 1.83628 1.76866 1.42708 1.373 1.33712 0.341585 0.304492 0.210313 0.157039 1.28102 1.25307 1.21602 1.16651 0.0964316 1.07007 0.946454 0.905675 0.845311 0.744958 0.718695 0.680162 0.655362 0.568305 0.258141
internal_count=3121 2958 2852 2835 2817 2595 2563 2173 1987 1858 1710 186 175 222 148 1651 1635 1610 1428 142 1286 1234 1182 1175 1118 1001 865 844 814 84
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=31 4 11 151 403 1456 452 480 1212 130 2 12 48 457 13 13 14 1 0 42 1373 2 3 49 12 52 49 43 42 13
split_gain=0.0277468 0.0273705 0.0391087 0.0373427 0.026622 0.0263043 0.0273269 0.0267184 0.0256618 0.0251534 0.0249239 0.0247731 0.032085 0.0239695 0.0246189 0.0295915 0.0290825 0.0282351 0.0617296 0.0384534 0.0368204 0.0345307 0.0621535 0.042026 0.0357276 0.0308156 0.0431722 0.03026 0.0607613 0.0554371
threshold=-1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.27559499999999998 -0.092474999999999988 -1.0000000180025095e-35 0.085195000000000007 0.084710000000000021 -1.0000000180025095e-35 -0.23647499999999996 -0.18970999999999996 -0.040564999999999997 -0.064549999999999982 0.5717850000000001 -0.53104499999999988 -0.47860499999999995 0.08840000000000002 1.0000000180025095e-35 -0.084044999999999995 -0.088934999999999986 0.089210000000000025 0.073895000000000002 0.076840000000000006 -0.12164499999999999 0.10345000000000001 -0.080114999999999978 -0.043469999999999995 -0.16318499999999997 0.084695000000000006 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 8 -7 -10 -4 -5 -13 14 -11 -16 17 18 -17 -20 21 24 -23 -24 -19 26 -25 -21 29 -29
right_child=1 3 10 11 5 7 -8 -9 9 13 -12 12 -14 -15 15 16 -18 20 19 27 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0042061425354831088 -0.0041942720309690899 -0.0036820407511497038 0.0030659258340174421 0.0038773511579779361 -0.0041979297511130298 -0.0041947268794843492 0.0042246318709199884 -0.0041971214129354166 -0.0041532839203737466 -0.0025810596445015768 -0.00420055455429162 0.0042006681151101248 0.00021616950252176701 -0.0041043462702226472 0.0029465259923149622 -0.0035272569172040409 -0.0042038089687189929 -0.0012073342114863042 -0.0042129991414871322 0.0029656679337532839 -0.0036279687192211476 0.003709731396390773 -0.0034992947086478795 0.0020890186998664658 0.0020182867177648894 0.0019918769366132432 -0.0034597135259856302 -0.0042321522682473144 -0.0042119657169230147 0.0018911198020703374
leaf_weight=0.025856667537482614 0.02953207112750611 0.029437094737659208 0.0094516171229770407 0.052839403058897005 0.047851920670383019 0.025215862576261183 0.0078806504607200623 0.027146969587647507 0.024377859923334522 0.053561431785055569 0.067533289602579205 0.041162531560985371 0.25795668044884212 0.02301231984165486 0.071189721056725497 0.097825755315170015 0.026145089406781952 0.2043350574122087 0.031276267197426932 0.076160365715622902 0.032848441871465184 0.16105024977514404 0.039671674378041644 0.046560809285438154 0.085575435947248479 0.20987147378036752 0.052292154119641054 0.030583507352275774 0.049492994065531093 0.17218989587854372
leaf_count=86 350 15 5 121 277 210 1 175 16 17 134 40 138 8 19 439 24 295 96 15 20 113 17 12 31 71 55 5 170 146
internal_value=0 -0.00016226 -0.000389582 0.000852555 -0.000251356 -0.000178402 -0.00300697 -7.6062e-05 -2.13155e-06 6.89158e-05 -0.00330843 0.00123182 0.000764486 0.000139239 0.000207025 0.000314687 0.000172303 0.000261014 -0.000575313 0.000227505 0.000720809 0.000899516 0.00155663 0.000561332 -0.000255199 0.00108313 -0.000846201 0.000650377 -4.86198e-05 0.000967571
internal_weight=0 2.08403 1.70263 0.381396 1.62565 1.59612 0.0557326 1.54038 1.51324 1.48802 0.0769849 0.351959 0.299119 1.46364 1.44063 1.38707 1.31588 1.28973 0.457529 0.359703 0.832205 0.799357 0.509446 0.348396 0.28991 0.308724 0.098853 0.328427 0.252266 0.202773
internal_count=3121 3035 2721 314 2582 2232 278 1954 1779 1569 139 299 178 1553 1545 1528 1509 1485 871 432 614 594 268 155 326 138 67 336 321 151
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=1213 475 156 132 129 133 123 42 12 133 38 457 457 124 52 151 33 4 151 159 15 1 12 16 16 4 160 4 150 15
split_gain=0.0257757 0.0338325 0.0259423 0.0264036 0.0368186 0.0333121 0.0304339 0.0305394 0.0298589 0.028211 0.0261472 0.0294242 0.0328123 0.0296508 0.0330471 0.0305936 0.0289927 0.0336265 0.031444 0.0296565 0.0318087 0.0523722 0.0293455 0.0265164 0.0453812 0.0413176 0.0405773 0.0366996 0.0365229 0.023676
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.079970000000000013 0.085550000000000015 -0.40071499999999999 0.088610000000000008 -0.098769999999999983 0.051320000000000005 0.10622000000000002 1.0000000180025095e-35 -0.0029299999999999994 -0.15747999999999998 -0.080389999999999989 -0.43320999999999993 -0.40381499999999992 -1.0000000180025095e-35 0.24564500000000003 0.056735000000000001 0.10519500000000001 0.095175000000000023 0.12873500000000002 -0.040564999999999997 -0.0007049999999999999 -0.062804999999999986 0.0082450000000000006 -1.0000000180025095e-35 -0.49405499999999997 -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=1 -1 -2 4 5 -4 9 -8 -5 10 11 12 -7 -13 -15 -16 -17 18 19 20 22 -22 -18 24 25 26 -24 -25 -26 -30
right_child=2 -3 3 8 -6 6 7 -9 -10 -11 -12 13 -14 14 15 16 17 -19 -20 -21 21 -23 23 27 28 -27 -28 -29 29 -31
leaf_value=0.0033844555617051101 -0.0033769573800786915 -0.0029263106010654306 -0.0031021147220615581 0.0025687054264728081 -0.0031709989532135701 0.0016270508503700269 -0.0033898294853668656 0.0033288092865754932 -0.00045856486926273938 -0.0030308621060792058 -0.0020347404434339286 0.0023087217287449434 -0.0022261598410629503 -0.0033798228233912499 -0.0030068827957237579 -0.0033977781340171808 -0.0026031800872910022 0.0013898333565937125 -0.0016591426408127229 -0.0028516537893371139 -0.002757460739778853 0.0033913122918725375 -0.0033827390972614784 -0.00037709797963495834 0.0033495588385268312 -0.0014842065737080124 0.0023168497572726818 0.0023623938902180004 -7.8870888076402736e-05 -0.0033331576719902098
leaf_weight=0.011344605125486851 0.025688817872378755 0.065763061776124565 0.038623294765784855 0.093824191709245386 0.042841742543714534 0.032782183357994654 0.0089886337227653712 0.053979127155798667 0.061388425660425128 0.03472436388119593 0.066005678561850689 0.077894093981740631 0.10840769348305945 0.029280147137796031 0.032074512060716542 0.023288975397008804 0.029412606862023183 0.29694620190548449 0.10457571042297786 0.032464859168612747 0.072302162062442221 0.020180781633825973 0.015505277630381009 0.076353709720933693 0.016003652077415609 0.054766029161328333 0.17250514268016526 0.20586128146169491 0.04076588208317844 0.06782761138447313
leaf_count=4 162 487 117 93 142 27 3 109 173 253 46 108 188 135 44 18 15 160 51 101 121 11 47 31 8 45 195 93 48 86
internal_value=0 -0.00199783 -8.10591e-06 3.72141e-05 -8.08232e-05 -3.47179e-06 6.80687e-05 0.00236973 0.00137138 -2.1954e-05 4.43754e-05 0.000135307 -0.0013315 0.000286694 0.000164608 0.00024692 0.000331855 0.000403909 8.16649e-05 0.000308105 0.000441071 -0.00141573 0.000693975 0.000843267 0.000245646 0.00109539 0.0018468 0.00162122 -0.00141007 -0.0021115
internal_weight=0 0.0771077 1.93526 1.90957 1.75436 1.71152 1.6729 0.0629678 0.155213 1.60993 1.5752 1.5092 0.14119 1.36801 1.29011 1.26083 1.22876 1.20547 0.908525 0.803949 0.771484 0.0924829 0.679001 0.649589 0.367374 0.242776 0.18801 0.282215 0.124597 0.108593
internal_count=3121 491 2630 2468 2202 2060 1943 112 266 1831 1578 1532 215 1317 1209 1074 1030 1012 852 801 700 132 568 553 429 287 242 124 142 134
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=1 50 42 12 38 151 15 16 157 43 42 52 1 2 160 4 52 3 455 1 12 457 47 151 484 4 131 151 3 12
split_gain=0.157427 0.100376 0.0973324 0.0916379 0.0949974 0.0902021 0.0828434 0.0820314 0.0782333 0.077818 0.10231 0.117593 0.0905102 0.0889849 0.0974867 0.071271 0.0657029 0.0716328 0.0652556 0.060493 0.0777357 0.0627296 0.0611833 0.0595542 0.0590567 0.0555089 0.0543843 0.0526512 0.0616294 0.0620775
threshold=0.098700000000000024 0.07826000000000001 -1.0000000180025095e-35 -0.064509999999999984 0.10657000000000001 -0.50825999999999982 0.095175000000000023 -0.072804999999999981 -0.06266999999999999 -0.20207499999999998 0.084050000000000014 0.11434500000000002 0.080000000000000016 0.089775000000000008 0.083670000000000008 -0.036839999999999991 0.0031350000000000002 0.090900000000000009 -1.0000000180025095e-35 0.13686500000000004 0.11903500000000002 -0.068264999999999978 0.10843500000000002 -0.084129999999999996 0.087235000000000021 0.053180000000000012 0.087580000000000005 -1.0000000180025095e-35 0.10893000000000001 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 2 24 4 -2 -5 9 19 15 -4 11 13 -12 14 16 -9 17 25 -8 20 21 -7 23 -23 -1 -11 -14 -10 29 -29
right_child=3 -3 6 5 -6 7 18 8 27 10 12 -13 26 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010158489797688606 0.0011976190806251474 -0.0011960525059827659 0.00072538343259003369 -0.0013549738573401823 -0.00029586927768902914 -0.00065590620994970361 0.0013709753906276363 -0.00037938006380800783 0.00062954731201840454 -0.0010990944613598025 -0.001171000072524703 -0.0013667998300212426 0.00046955424046745087 0.00047306892228570022 -0.0012800913847030603 0.0012156271639301775 0.00098814157983189137 0.00090227344622401248 -0.0013571051063151584 0.0012177951642456178 -0.00069998290876810724 -0.000299952856353324 -0.00022964580119540774 0.00093310934604421498 0.0010265804560363363 0.00033945708528568746 -0.0011197567852521113 0.00048061458890540337 -0.0011065743425866922 -0.00060491038511082198
leaf_weight=0.33364735998475303 0.28024057050788576 0.20234645323580469 0.21889917770750011 0.077202745946124973 0.10646623012144119 0.087795323459431529 0.017925649881362915 0.086566757861874066 0.082471241650637794 0.1497432339456275 0.27116378643404448 0.096873662565485463 0.14132915307709482 0.73911870094889309 0.12664056962239556 0.12266264850040953 0.10518723486165982 0.073336631001438946 0.13945170690931252 0.13675553358916659 0.13145321936463006 0.083262137952260673 0.14494270214345306 0.48013087606523208 0.027782018172729295 0.071935154730454087 0.053871375843300484 0.14943025857792025 0.21101014759915415 0.26411310650291853
leaf_count=605 240 483 30 16 18 21 1 46 32 95 543 20 52 94 34 41 25 18 217 54 14 16 17 114 14 11 57 24 37 132
internal_value=0 -0.000283374 -0.000211428 0.000185294 0.000786439 7.23257e-05 -0.000105329 0.000127961 -0.000167262 -3.30189e-05 -0.000123776 6.24303e-05 -0.00066792 0.000171798 -0.000250862 0.000555707 7.48284e-05 -0.000250812 -0.00104637 0.000382109 0.000258903 0.000417229 0.00055024 0.000750879 -0.000858853 -0.000632281 3.09367e-05 -0.000381211 -0.000514679 -0.000212665
internal_weight=0 2.76925 2.56691 2.4445 0.386707 2.0578 2.20548 1.98059 0.916254 2.0481 1.8292 1.36284 0.466364 1.26596 0.526843 0.209229 0.400202 0.295015 0.157377 1.06434 0.927584 0.796131 0.708336 0.563393 0.361429 0.221678 0.195201 0.707025 0.624554 0.413543
internal_count=3121 2299 1816 822 258 564 1197 548 312 979 949 297 652 277 183 87 149 124 218 236 182 168 147 130 619 106 109 225 193 156
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=1 484 42 1374 0 3 43 52 3 2 16 1429 1446 146 47 12 4 43 48 51 50 12 0 148 43 4 151 150 16 47
split_gain=0.0257372 0.0299716 0.0299284 0.0336749 0.0292904 0.0286942 0.0338564 0.029406 0.0326671 0.0300377 0.0293305 0.0412429 0.0286154 0.0298249 0.0358414 0.04387 0.0306394 0.0289719 0.0321409 0.0317515 0.0330317 0.0276861 0.0325455 0.0269666 0.0235009 0.0239102 0.0373924 0.0228316 0.027519 0.0233109
threshold=0.094385000000000011 -0.0068949999999999992 -1.0000000180025095e-35 -0.094929999999999987 -0.23001499999999997 -0.52915999999999996 -0.20207499999999998 0.11434500000000002 -0.23446499999999998 0.092120000000000021 -0.083539999999999989 0.084545000000000009 0.090050000000000005 0.12035500000000002 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 -0.25681499999999996 0.12879500000000002 -0.076794999999999988 0.10965000000000001 0.098810000000000023 -0.030209999999999997 -0.080634999999999984 0.08845500000000002 -0.083249999999999977 -0.067694999999999991 -1.0000000180025095e-35 -0.5335399999999999 0.11312500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 -8 10 24 -12 13 14 15 -2 -17 -18 19 -19 23 22 -11 -21 25 -10 -27 -16 -29 -30
right_child=12 2 3 4 5 6 7 -9 9 21 11 -13 -14 -15 27 16 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0037407421785360358 0.0035589551262999904 -0.0022630022019654943 -0.0037583913656408412 0.0021135232945049417 0.0030971020993988021 0.0017927054653643594 -0.003775391454656015 -0.0036144374757918407 0.0036368274071050706 6.1548558406905979e-06 -0.0034441792287749793 0.00078337963207002041 -0.0035011484860470671 -0.0035202519724721517 -0.002894394361835187 -0.0030911651686334469 -0.0029412039737248641 -0.00082719403681983023 -0.0013436218708412491 -0.00067211157243987564 -0.0023477232967893218 -0.0017565972288219587 0.003445163401888246 0.0027363984232710108 -0.0037449430651886441 0.0037354351185031258 -0.0025406547023211659 0.0032565429751888744 -0.0015442089386019449 0.00051084772077239027
leaf_weight=0.039105145242956385 0.085936769903128041 0.10587689107342146 0.034364812681815127 0.082622696485486702 0.033942351976293028 0.08300901452457754 0.03904561002855178 0.046161839120941295 0.033997521206401871 0.081686091210940504 0.10306694024984708 0.046669786044731154 0.026680820752517209 0.026137556647881866 0.04399062595621217 0.028362865369672252 0.025875438568618736 0.066783252794266335 0.063574497267836705 0.036779258836759143 0.022661721422991832 0.043360221991861181 0.072135919217544142 0.26597472845242043 0.01600403901647951 0.020510994578216923 0.037149559624140127 0.031978861239622347 0.13528164110357466 0.17785231373636634
leaf_count=397 244 692 38 29 10 38 8 203 8 129 315 40 32 4 22 89 12 34 19 21 32 57 22 239 20 7 165 16 85 94
internal_value=0 -0.000544637 -0.000402546 -0.000147961 1.98479e-05 -0.000243552 -0.000425617 -0.000766752 -0.000500449 -0.000219152 -0.00105859 -0.00212654 0.00031279 0.000413423 0.000517799 0.00109287 0.000677333 0.000899248 0.00111728 0.00151619 0.00199711 0.000876632 0.0016189 0.00232232 0.000426726 0.00115512 -0.000308126 -0.000362971 -4.02974e-05 -0.000376988
internal_weight=0 0.918709 0.879604 0.773727 0.739363 0.65674 0.622798 0.539789 0.493627 0.454581 0.257399 0.149737 1.03787 1.01119 0.985052 0.595949 0.510012 0.481649 0.455773 0.392199 0.325416 0.197182 0.153822 0.302754 0.107662 0.0916581 0.0576606 0.389103 0.345113 0.313134
internal_count=3121 2178 1781 1089 1051 1022 1012 974 771 763 555 355 943 911 907 690 446 357 345 326 292 208 151 260 200 180 172 217 195 179
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=4 12 43 453 1456 42 1 42 52 12 42 4 12 15 52 52 3 15 52 160 43 16 157 16 16 4 16 133 34 139
split_gain=0.139882 0.110258 0.119513 0.0973822 0.103662 0.0915987 0.118692 0.134483 0.118026 0.092969 0.0983774 0.088608 0.0873023 0.0837531 0.076949 0.0827414 0.0675208 0.082421 0.0821338 0.0927814 0.0601437 0.0598999 0.0557235 0.0560931 0.111418 0.0762771 0.0596754 0.0525987 0.0578139 0.0805469
threshold=0.27044500000000005 0.051320000000000005 -0.04890499999999999 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 -0.15275999999999998 0.090455000000000021 0.084050000000000014 0.24564500000000003 0.099400000000000002 0.19724500000000003 -0.012164999999999999 0.096795000000000006 0.30112000000000005 -0.14147499999999996 -0.085984999999999992 0.10648000000000001 -0.40263499999999991 -0.081414999999999987 -0.077809999999999976 -0.071854999999999988 -0.094359999999999986 -0.0016099999999999997 -0.008904999999999998 -0.40071499999999999 -0.11726499999999999 -0.073429999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 11 7 8 -7 10 21 -3 -11 -9 20 -16 18 -18 19 -4 -1 -10 -20 24 25 -24 -25 -2 -29 -30
right_child=3 5 16 -5 -6 6 -8 13 9 12 -12 -13 -14 -15 15 -17 17 -19 22 -21 -22 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=-0.00032019411901914907 -0.001000847720521802 -0.0013597206102048879 -0.0013395809464605342 -0.00085278228948610171 -0.001172100921590933 -0.0013527606739044665 0.0010321771651621893 -0.0012970344745211113 0.00042837576385333458 0.00057533678626301593 -0.0013494586171112939 0.00040755609837698852 -0.00050574717615078989 0.00091272246814730394 -0.00069572445791408241 0.00067406181689221728 -0.00097778185433297724 0.0011131911240908913 0.00063905527172424253 0.00068688531051865358 0.0011955453737726503 -0.00069200684768057688 0.00049520904011287031 -0.00099936103436940949 0.00090512757022974334 -0.00076079996642751933 -6.9018810389334911e-05 -0.00036985156530019422 -0.00083913916574288548 0.00089682845655465499
leaf_weight=0.056873905414249748 0.035553979862015694 0.28070840665168395 0.2114809566119219 0.10857640486210585 0.063614689221139997 0.13738193839162671 0.11763331227120932 0.33262218958043366 0.19395031326712342 0.50837420770403696 0.15925383370631607 0.063100938248680905 0.18501714746525977 0.034365462721325457 0.15085389986052211 0.17069262161385268 0.045335460337810218 0.1397936357097932 0.15505172929260891 0.050905154668726027 0.28963983659923542 0.15664649131940678 0.13080638943938538 0.2623262822453396 0.1905968345236031 0.26709419384133071 0.23952714465849567 0.087419267663790379 0.051901333965361118 0.74885004659881793
leaf_count=13 7 704 99 17 12 188 22 489 45 99 506 10 25 4 35 23 4 60 27 7 119 111 11 49 18 46 42 13 5 311
internal_value=0 -0.000177956 2.35548e-05 0.000358574 0.000491785 -0.000397297 -0.000277109 -0.000367303 -0.000169439 -3.43313e-05 -0.000471164 -0.00103536 0.000286872 -0.00109011 0.000506199 3.14251e-05 -0.000166907 0.000601142 -0.000261209 -0.000946429 0.000946764 -7.22107e-05 -0.000116844 -0.000224336 5.79199e-05 -0.000347898 -0.000555323 0.000606373 0.000670711 0.00078431
internal_weight=0 4.53003 2.36098 1.09592 0.987339 2.16905 1.82524 1.70761 1.34062 1.20324 0.509851 0.343809 0.693391 0.366988 0.66806 0.321547 1.69292 0.185129 1.50779 0.262386 0.346514 0.350597 1.2454 1.09035 0.588497 0.397901 0.501853 0.923725 0.888171 0.800751
internal_count=3121 2756 553 365 348 2203 1489 1467 974 786 662 714 124 493 190 58 363 64 299 106 132 156 193 166 75 57 91 336 329 316
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=4 48 11 1456 403 1213 475 480 1374 51 1374 403 3 0 0 16 124 31 4 2 12 14 133 147 47 2 52 3 4 452
split_gain=0.179545 0.124914 0.12449 0.130114 0.126935 0.108868 0.123927 0.105291 0.105968 0.112386 0.114758 0.101368 0.0904281 0.119416 0.144208 0.114324 0.107525 0.105077 0.101861 0.0931126 0.0853672 0.091868 0.081709 0.0786285 0.111071 0.0757324 0.0753936 0.0833018 0.0989399 0.0747429
threshold=0.27834500000000006 0.12933000000000003 0.080455000000000013 -1.0000000180025095e-35 -0.092474999999999988 -1.0000000180025095e-35 -0.085719999999999977 0.084710000000000021 0.093235000000000012 0.092235000000000011 -0.094929999999999987 0.090990000000000015 -0.12018999999999998 -0.10607499999999999 -0.076234999999999983 -0.014754999999999999 -0.076779999999999987 -1.0000000180025095e-35 -0.083854999999999985 0.11215000000000001 -0.040564999999999997 -0.46885499999999997 -1.0000000180025095e-35 0.099730000000000027 0.10843500000000002 -0.18970999999999996 0.11434500000000002 0.14121000000000003 -0.39518999999999993 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=2 20 3 29 -5 6 -6 8 9 10 -7 12 -12 15 17 19 -16 -15 -19 22 -2 -22 -14 24 -23 -4 27 28 -18 -1
right_child=1 -3 25 4 5 7 -8 -9 -10 -11 11 -13 13 14 16 -17 26 18 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014709432057781332 0.0014298443649150196 -0.0011421503945719289 0.0011078194921444542 -0.0014659305835121761 0.0014763561140007668 -0.0014876200621509103 -0.00147002176411226 -0.0014686195005976042 -0.0013257572284783115 0.00060293841299082483 0.00060821985076769329 -0.0012817307320352844 -0.00077719653204449122 0.0015080098248629714 0.0013552380222841311 0.0010146322555868363 -0.0011262140794785803 0.00051560685342651777 -0.0013909628092938231 -0.0010738208044931839 -0.00067752144464329359 0.0010643114389717193 0.00047086886961104549 -0.00032661882535444579 -0.00077747464637712869 -0.0014719157787739022 -0.0011771915847568729 0.00083720986051596946 0.00011212315522388412 0.0014932659754627537
leaf_weight=0.21754438932111941 0.19468660315033037 0.10192883049603541 0.027197245857678354 0.14417767983104557 0.035908378660678864 0.11506517334055422 0.20490322280602402 0.10500539760323579 0.12284277475555416 0.66905463917646546 0.51799642166588444 0.12771182411233883 0.1397405631505535 0.034900733007817819 0.11048323259456083 0.33859720651526026 0.1955572785664117 0.069946450399584026 0.42076750728301582 0.14154024608433247 0.15153737680520851 0.51837691456603352 0.57116805856639985 0.16446469479706138 0.08103625220246613 0.23315644825925108 0.13622049648256507 0.19422774016857147 0.46994319145596886 0.01986955851316452
leaf_count=280 151 17 5 350 4 41 387 168 33 181 61 95 28 4 57 63 54 54 494 21 18 127 76 19 8 134 34 14 142 1
internal_value=0 0.000407809 -0.000215653 -0.000165309 -0.000113708 -7.24168e-05 -0.00103068 -2.09167e-05 1.38239e-05 5.25168e-05 -5.02388e-05 -2.55874e-06 4.63371e-05 -5.67602e-05 -0.000313803 0.000295456 -1.40678e-05 -0.000944754 -0.0011192 9.79591e-06 0.000550125 0.000363031 0.000225541 0.000569454 0.000815316 -0.00120243 -0.000165968 -5.74422e-06 -0.000251762 -0.00122286
internal_weight=0 1.21203 5.36353 5.10317 4.86576 4.72158 0.240812 4.48077 4.37576 4.25292 3.58387 3.4688 3.34109 2.82309 1.63205 1.19105 1.10643 0.525615 0.490714 0.852449 1.1101 0.915415 0.710909 0.763878 0.599413 0.260354 0.995949 0.859728 0.6655 0.237414
internal_count=3121 340 2781 2642 2361 2011 391 1620 1452 1419 1238 1197 1102 1041 853 188 301 552 548 125 323 172 104 154 135 139 244 210 196 281
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=31 2 1425 1446 1 1 52 52 48 123 151 4 150 51 11 2 13 15 16 1 2 52 3 16 130 16 48 2 2 51
split_gain=0.0260066 0.0267785 0.0280966 0.0284976 0.0277363 0.0315369 0.0311139 0.0602264 0.0391371 0.0256812 0.0292616 0.0351762 0.0459415 0.0292237 0.025814 0.0244328 0.0237144 0.027386 0.043775 0.0350235 0.0248636 0.0286813 0.0227041 0.0223048 0.0322817 0.0468217 0.0368056 0.0216418 0.025356 0.0205101
threshold=-1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.090050000000000005 0.13075500000000004 0.13436000000000001 -0.088204999999999992 -0.081429999999999989 -0.064549999999999982 1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -1.0000000180025095e-35 0.13831000000000002 1.0000000180025095e-35 0.097070000000000004 -0.53104499999999988 -0.074054999999999996 -0.008904999999999998 0.094465000000000007 0.13712500000000002 -0.24164999999999998 -0.52915999999999996 -0.40995499999999996 -1.0000000180025095e-35 -0.15241499999999997 0.092475000000000016 0.11704500000000001 0.12595500000000001 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=-1 4 3 9 6 -6 15 -8 -9 10 -3 14 -13 -14 16 -2 -12 19 27 -18 21 22 -20 -10 -25 -26 29 -19 -29 -27
right_child=1 2 -4 -5 5 -7 7 8 23 -11 11 12 13 -15 -16 -17 17 18 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0038136284568073739 -0.002692696823001843 -0.0031681827585460826 -0.0038564737574045493 -0.0035064433697529571 0.0037891626433625351 -0.00016624723538633218 0.0024689930824098941 0.0021410932465769422 -0.0029698699660196679 0.0023870395604754439 -0.0038252435577079617 -0.0031879063151768485 0.0034471342439202613 -0.0012614660326689012 -0.0038088551433933453 0.0025863868511800054 -0.0038005922540340084 -0.002985368884029292 0.0038282721344565737 0.0031950316738696988 -0.0013251622278751753 0.0022815963049459152 -0.0038067949113146224 -0.0038235734035183457 0.0013691002909993065 -0.0012508644496007672 0.0015758395238351047 0.0031824014339720459 -0.0024366706029300923 -0.0036286278687857531
leaf_weight=0.024319798390024627 0.15269970910594544 0.032636866833854583 0.022156626613650587 0.025115307408213994 0.042418126329721417 0.092606465355856926 0.090435316510592889 0.05869026072832606 0.080516216501564264 0.10171238272050687 0.020214996300637722 0.021544518007431179 0.12756427179010643 0.022357950496370904 0.024371696254092967 0.013796367900795303 0.011916149588614644 0.084471900089738483 0.0075821317732334128 0.077538583624118473 0.054935623844357906 0.14772488117159799 0.021733611150011711 0.04753816763150065 0.13478438912443358 0.24943890279883041 0.05664116407660913 0.022154233636683784 0.024306839330165531 0.066265995085359464
leaf_count=86 342 23 43 51 12 47 58 42 90 139 3 9 141 7 58 16 109 77 1 62 42 72 63 197 52 1013 79 20 26 141
internal_value=0 -0.000139535 0.000365462 0.000478454 -0.00053487 0.00107635 -0.00076368 -0.000447044 -0.000827102 0.000603125 0.000344306 0.000515811 0.00199949 0.00274494 3.88645e-06 -0.00225526 0.000200516 0.000380417 -8.36652e-05 0.00226315 0.000907597 0.00160042 -0.00183209 -0.00110136 -0.000830124 -0.00054952 -0.00124403 -0.0018399 0.000242696 -0.00174995
internal_weight=0 1.93587 0.850039 0.827882 1.08583 0.135025 0.950806 0.78431 0.693875 0.802767 0.701054 0.668417 0.171467 0.149922 0.496951 0.166496 0.472579 0.452364 0.362909 0.0894547 0.231976 0.177041 0.0293157 0.635185 0.554669 0.50713 0.372346 0.130933 0.0464611 0.315705
internal_count=3121 3035 946 903 2089 59 2030 1672 1614 852 713 690 157 148 533 358 475 472 301 171 178 136 64 1572 1482 1285 1233 123 46 1154
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=421 14 3 14 39 47 52 123 133 151 4 4 1 13 11 15 484 133 52 3 16 0 52 157 160 1 0 3 42 2
split_gain=0.0247444 0.0395697 0.0261059 0.0290646 0.0253777 0.0320145 0.0313237 0.0308717 0.0275397 0.0259836 0.0315755 0.042872 0.0423588 0.0375081 0.0338333 0.0390703 0.0324921 0.0306398 0.0281236 0.0538324 0.0262908 0.0249394 0.0226521 0.024032 0.0274992 0.0246212 0.0352613 0.021322 0.0210224 0.0209256
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.24175999999999997 0.15619500000000003 0.13148500000000005 0.12603000000000003 1.0000000180025095e-35 -0.084614999999999982 -0.40381499999999992 0.0061450000000000003 -0.0016099999999999997 1.0000000180025095e-35 -0.39067499999999994 0.080455000000000013 0.091650000000000023 -0.0068949999999999992 0.10622000000000002 -0.088204999999999992 -0.10831999999999999 -0.11676499999999999 -0.10607499999999999 0.13796000000000003 -0.06266999999999999 -1.0000000180025095e-35 0.13075500000000004 -0.10607499999999999 -0.083489999999999995 -0.088934999999999986 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 4 -4 5 7 -7 9 -9 -2 11 14 13 -12 15 16 -11 18 19 -18 -17 -20 23 -14 -25 26 27 -26 -10 -23
right_child=1 -3 3 -5 -6 6 -8 8 28 10 12 -13 22 -15 -16 20 17 -19 21 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0031388875678989938 -0.0029495094048590971 -0.0026006943926663588 -0.0013505442345528131 0.0031290040600612948 0.0031405719131913676 -0.002929417794431627 0.00060091126568108464 -0.0020237471987126542 -0.00057484512756765126 -0.0031295021354169794 0.0028746166033636012 -0.0030650118424409515 0.003134328974063631 -0.0023983024377372143 -0.0031310426106489213 0.0031478266900281417 0.0012706602436371535 -0.003137635959562346 0.0021646633143642471 -0.0029864719792871224 -0.0031334357284330838 7.0368062206339256e-05 -0.0011545728208281695 -0.0016226667816659885 0.0029004058302279012 0.0027146707673457319 -0.00090729957486532578 0.00076360315974039123 0.0026175688717994194 0.0025448462080765563
leaf_weight=0.023161709716078005 0.032087876646982649 0.060288053593467228 0.019779707214183873 0.049607430553805787 0.023235386064697994 0.074598128632714977 0.036565337451975211 0.020022559270728379 0.025614641697757179 0.028782105011032177 0.01575237192446366 0.060739269375973071 0.0435703599214321 0.080370064241378714 0.039541107475997705 0.0073202396742999545 0.05633188817773771 0.024519563287412893 0.1014760184043545 0.059771027898931739 0.058476158107623633 0.26864814334703724 0.057444221180048771 0.044707501619996037 0.059001769521273673 0.065571814267968875 0.1035511803420377 0.20060821869992651 0.094207239691058819 0.038097546849712671
leaf_count=20 50 99 24 100 25 38 19 21 15 236 3 154 26 279 94 1 21 152 29 202 393 641 40 49 24 39 64 60 188 15
internal_value=0 -0.000110871 -2.70122e-05 0.00185205 -0.000102789 -0.000147188 -0.00176818 -3.3587e-05 0.0013683 -0.00016913 -0.000106048 -0.000549379 0.000385628 -0.00153419 -0.000325652 -0.000153248 0.000106618 0.000276324 0.000435975 -0.000920957 -0.00243461 0.000821902 0.000706866 0.000913688 0.000709324 0.0009525 0.000634325 0.00124924 0.00193512 0.000377696
internal_weight=0 1.85029 1.79 0.0693871 1.72061 1.69738 0.111163 1.58621 0.139844 1.44637 1.41428 0.743703 0.670578 0.0961224 0.682964 0.643423 0.577626 0.548844 0.524325 0.116103 0.0657964 0.408222 0.574455 0.517011 0.47344 0.428733 0.363161 0.25961 0.119822 0.306746
internal_count=3121 3101 3002 124 2878 2853 57 2796 224 2572 2522 1938 584 282 1784 1690 1296 1060 908 223 394 685 302 262 236 187 148 84 203 656
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=15 45 14 3 0 39 47 50 123 155 1 133 151 1348 11 3 0 15 42 457 2 3 13 13 2 2 9 43 15 16
split_gain=0.0231449 0.0235897 0.0366215 0.0229192 0.0305406 0.0231645 0.0264236 0.0295145 0.0268846 0.0236253 0.0267036 0.023344 0.0232654 0.0282767 0.027012 0.0287065 0.0386349 0.0366643 0.0324082 0.031314 0.0287897 0.029228 0.0251007 0.0303593 0.044715 0.0301451 0.0267886 0.0261143 0.0286518 0.0228479
threshold=-0.49307999999999996 -0.080359999999999987 0.062655000000000016 0.30112000000000005 -0.17169499999999996 0.15619500000000003 0.13148500000000005 0.12436500000000002 1.0000000180025095e-35 0.088610000000000008 0.12873500000000002 -0.084614999999999982 -0.24462999999999999 0.090205000000000021 0.088710000000000011 -0.12018999999999998 -0.10607499999999999 -0.03241999999999999 0.075730000000000006 -0.0029299999999999994 0.11215000000000001 0.11296500000000002 -0.084034999999999985 -0.084319999999999992 0.097845000000000015 0.10402500000000002 -0.036024999999999995 -0.51144999999999985 -0.23909999999999995 -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 5 -5 6 8 -8 9 10 12 -10 -3 14 15 17 19 -14 29 -17 21 -21 23 24 -18 -26 -24 -28 -29 -19
right_child=1 2 -4 4 -6 -7 7 -9 11 -11 -12 -13 13 -15 -16 16 22 18 -20 20 -22 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.0034466367957560213 0.0034609836653613163 -0.0032209247606748612 -0.0029083392224451493 -0.0019051685201708585 0.0034451369217174403 0.0034569644969670603 -0.0031811494340574149 0.00066758506354336214 -0.0020928526872425915 -0.0034484497627327053 0.0016990638042862988 0.0020112940841136981 0.0028757922940206245 0.0033608791538314148 -0.0026702536377569376 -0.0019902556551721642 -0.0029774580809639821 -0.00045376321210267487 -0.001489223929955423 0.00050573011507984943 -0.0014757893977177809 0.0032500554345679311 0.0034668364273962855 0.0030807383597152732 0.0032320856178596094 -0.0010694202394498208 0.00016097441774483968 0.0034518993365605841 -0.0032526850229635121 0.0025016905287445716
leaf_weight=0.021836697853359621 0.021542484377277904 0.031189370813989981 0.055647349512582767 0.017469247060944326 0.045615370563609647 0.02080694657342963 0.069071683106812887 0.035827076331770513 0.019231910628150217 0.026366302679889375 0.085687312712252495 0.11177391135879577 0.072604482620590716 0.025683373190986347 0.053825368268007767 0.067643017709087871 0.067596349135783385 0.055586905426025623 0.092758234524808358 0.2741356660644656 0.069197736971545964 0.055200552451424301 0.0098650262225417062 0.026416832310131699 0.034758047018840443 0.043342985320578009 0.039985176435946901 0.0079222878412097408 0.15913050650670613 0.06993246199453873
leaf_count=85 9 58 100 8 97 18 38 19 21 178 50 177 42 23 30 39 458 25 37 124 25 17 2 20 15 30 20 8 1313 35
internal_value=0 -0.000117661 -0.000161859 -7.13504e-05 0.00196354 -0.000150321 -0.000197093 -0.00186665 -8.03239e-05 -0.000222843 -0.000159491 0.0014088 -0.000286208 -0.000211523 -0.000287989 -0.000176106 -0.000493707 0.000757639 5.30897e-05 0.000174387 0.000541791 0.000965711 -0.00129431 -0.000313122 -0.000928474 0.00084492 -0.0020729 -0.00233686 -0.00293473 0.00119285
internal_weight=0 1.76581 1.74427 1.68862 0.0630846 1.62554 1.60473 0.104899 1.49983 1.36883 1.34246 0.131006 1.25677 1.22559 1.1999 1.14608 0.855194 0.290882 0.218278 0.466177 0.398534 0.329336 0.389017 0.172114 0.145697 0.078101 0.216903 0.207038 0.167053 0.125519
internal_count=3121 3036 3027 2927 105 2822 2804 57 2747 2549 2371 198 2321 2263 2240 2210 2071 139 97 205 166 141 1866 523 503 45 1343 1341 1321 60
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=160 16 1213 475 484 150 1 146 48 0 151 457 132 42 52 160 13 2 16 448 52 0 51 42 13 1 0 133 42 0
split_gain=0.0218495 0.0231265 0.0226103 0.031431 0.0244418 0.0346938 0.0241396 0.0320534 0.0278463 0.0271361 0.0350868 0.0264114 0.0229122 0.0376364 0.0297139 0.0309849 0.0320407 0.0295624 0.0314984 0.0293559 0.0258338 0.0233585 0.0270007 0.0246942 0.0389333 0.0229323 0.0374824 0.0223896 0.0236645 0.0322945
threshold=-0.40698999999999991 0.25084500000000004 -1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.094605000000000009 0.11323000000000001 0.12035500000000002 0.12737000000000001 -0.23051499999999997 -0.0096649999999999982 0.093680000000000013 0.079970000000000013 -0.0060199999999999993 -0.088204999999999992 -0.090764999999999985 -0.53104499999999988 0.10276500000000001 0.18438500000000005 -0.070064999999999975 -0.077024999999999996 -0.17169499999999996 -0.076794999999999988 0.094365000000000018 0.41383500000000001 1.0000000180025095e-35 -0.019414999999999998 -0.25159999999999993 -0.11051499999999999 -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=1 -1 3 -2 5 -4 8 27 9 10 -6 12 13 -11 17 -16 -17 -15 -19 -18 -21 -22 -23 -24 -25 26 -14 -8 -29 -30
right_child=2 -3 4 -5 6 -7 7 -9 -10 11 -12 -13 25 14 15 16 19 18 -20 20 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0027860737791735504 0.003126629556505564 0.0031003489443734268 -0.0022361751447983903 -0.0027193939033488346 -0.00043173335300713417 0.0021095802979993511 -0.0017916462144133107 -0.0029156065006798568 -0.003149622924353774 -0.0019612976789474918 0.002813113850217386 -0.0028485458975215342 -0.0031223752463103945 -0.0028375669210938142 -0.0031187292741715888 -0.0031369049510062133 -0.0019129320632981215 0.003128979325876522 -0.0031229120730954362 0.0024705591228042093 0.0030198922095572137 -0.0029956247194366076 0.00082078994047081466 -0.0029072567034033295 0.0031617927144778342 0.0028868612414628511 0.0020965867537811995 -0.0007494845145868508 -0.00059300345428573505 0.0021363682938099976
leaf_weight=0.047932370227954491 0.010650758165866137 0.0075058052389067589 0.08711504971506645 0.055746036077380157 0.058755349447892513 0.02246916676631372 0.024497759179212153 0.02061118051642552 0.027503971763508051 0.10638761505288075 0.072238923414260525 0.034162737426413514 0.022733888795301027 0.062902833240058853 0.024897510814752777 0.023437316995113533 0.042240417220454685 0.020944165844412055 0.012519505280579324 0.07589867115439064 0.033029831960447509 0.022905144178366199 0.32358549881656029 0.042128337731355714 0.013593920506536961 0.048539659049311012 0.032521529275982175 0.047052034868102055 0.051548833540437045 0.23122366177631182
leaf_count=238 4 2 465 462 30 19 14 3 23 396 25 45 79 169 66 4 19 16 104 68 14 56 190 158 1 62 12 13 40 324
internal_value=0 -0.00198911 1.06289e-06 -0.00178163 7.57202e-05 -0.00134512 0.000181219 0.00086458 -5.15074e-05 2.78746e-05 0.00135769 -0.000156965 -5.57263e-05 -0.000233622 2.96752e-05 0.000287129 0.000434137 -0.00157788 0.000790007 0.000585381 0.00079184 0.000499102 0.000292093 0.000490628 -0.00142666 0.00132307 -5.06652e-05 0.00108448 0.0012981 0.00163881
internal_weight=0 0.0554382 1.65184 0.0663968 1.58544 0.109584 1.47586 0.374933 1.10093 1.07342 0.130994 0.942429 0.908266 0.804471 0.698083 0.601717 0.576819 0.0963665 0.0334637 0.553382 0.511141 0.435243 0.402213 0.379308 0.0557223 0.103795 0.0552554 0.354322 0.329825 0.282772
internal_count=3121 240 2881 466 2415 484 1931 394 1537 1514 55 1459 1414 1261 865 576 510 289 120 506 487 419 405 349 159 153 91 391 377 364
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=31 45 14 3 14 39 47 50 44 0 0 1 3 3 15 51 132 52 52 52 0 16 52 16 159 484 42 151 1 4
split_gain=0.020635 0.0203363 0.0309585 0.0209303 0.0242022 0.0205744 0.0233366 0.0257334 0.0214271 0.024886 0.0632949 0.0310703 0.0407561 0.0311546 0.029707 0.0320449 0.029164 0.0245013 0.0227099 0.0471178 0.0450733 0.028243 0.0239084 0.0252283 0.020739 0.0205833 0.0178634 0.0159876 0.0159429 0.0173251
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.30112000000000005 -0.24175999999999997 0.15619500000000003 0.13148500000000005 0.12436500000000002 1.0000000180025095e-35 -0.10607499999999999 -0.075684999999999988 1.0000000180025095e-35 -0.0049599999999999991 0.11296500000000002 -0.03241999999999999 -0.43017499999999992 0.081465000000000024 0.0031350000000000002 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.22339500000000004 0.091275000000000009 -0.29154999999999992 -0.50206999999999991 -0.08040499999999999 -0.16797499999999996 -0.086944999999999981 0.12765500000000005 -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=-1 -2 3 5 -5 6 8 -8 9 11 24 13 -13 -3 15 -12 18 -14 19 20 21 22 23 -16 -11 -17 -27 -23 29 -26
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 14 12 17 -15 16 25 -18 -19 -20 -21 -22 27 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0036646855765047519 0.0036712551959882651 -0.0036584604749088285 -0.0030501044301026454 -0.0015454452359775761 0.0036570959339978001 0.0036692627852154178 -0.003336108956892043 0.00065086074224163302 -0.0034648180193128327 0.0028370165058529931 -0.0036591742382705429 0.0023603307683105214 -0.00024789336757887229 0.0013918428978059916 0.0034164270524255722 -0.0030845408743038305 0.0024180834769655002 0.002396667710280766 -0.0030399407447587257 0.0036373987852874024 -0.0029216932300795539 0.0032513117511736309 0.0033778763981789821 -0.00092514773651651669 -0.00035811034412773816 -0.0017254554127559415 0.0026676037224487932 -0.0036626177353146789 0.0036564786615113361 -0.0034127824668191789
leaf_weight=0.019492185346280277 0.018694169382797443 0.043256515309621268 0.048005355895838764 0.017018794067553245 0.039925218484313407 0.018542671248724107 0.062184031337892409 0.033103423746069893 0.024530751630663761 0.0097173587291761176 0.015173645088452759 0.16311320118074946 0.30415189499035478 0.026156707608606666 0.022792731972913316 0.010314204891528789 0.043452048719700542 0.055241523927179514 0.04980324251255297 0.034572943316561577 0.095118214845570037 0.0052028654026798895 0.038510986173605488 0.082540167132721276 0.030386033164631177 0.01362938889360521 0.13178256477613104 0.03138985259738547 0.0051855473448085823 0.13422830765352978
leaf_count=86 9 90 99 23 99 23 38 18 34 29 67 104 121 6 13 15 43 25 90 19 26 2 37 140 284 10 240 124 17 1190
internal_value=0 -0.000116616 -0.000161178 -7.11835e-05 0.00210222 -0.000154577 -0.000202958 -0.00195101 -8.13977e-05 -1.97222e-05 -0.000459928 0.000540873 0.000845921 -0.00175537 0.000131905 0.00140836 -0.000408888 0.000158596 -0.000750169 -0.000382456 -0.000886814 0.000185884 0.000914834 1.43152e-05 -0.00235322 0.00190213 0.00225584 -0.00267957 -0.00265025 -0.00284892
internal_weight=0 1.60772 1.58903 1.54102 0.056944 1.48408 1.46554 0.0952875 1.37025 1.34572 0.7538 0.59192 0.522507 0.0694132 0.574283 0.1709 0.403383 0.359393 0.359931 0.310128 0.275555 0.180437 0.143844 0.105333 0.179517 0.155726 0.145412 0.0365927 0.1698 0.164614
internal_count=3121 3035 3026 2927 122 2805 2782 56 2726 2692 2346 346 250 96 826 332 494 146 451 361 342 316 190 153 1520 265 250 126 1491 1474
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=4 457 11 1456 453 403 475 160 148 1373 133 52 158 4 3 1 13 50 130 133 159 132 1 4 4 3 39 0 13 3
split_gain=0.167961 0.0869137 0.112774 0.0913028 0.0854138 0.0810988 0.106186 0.0742646 0.0849019 0.0818681 0.0804959 0.0698558 0.0711758 0.0695966 0.0890103 0.146415 0.107751 0.0689019 0.0611333 0.0595772 0.0568649 0.0552437 0.0546212 0.088049 0.1144 0.0863306 0.0740758 0.0599442 0.0581784 0.0523979
threshold=0.27834500000000006 0.045365000000000009 0.079915000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 -0.091944999999999985 0.087555000000000008 0.099250000000000019 -0.10298999999999998 -0.43320999999999993 0.094850000000000004 0.033845000000000007 0.090900000000000009 0.096860000000000016 0.043850000000000007 0.11875500000000001 -0.23647499999999996 -0.030254999999999994 0.10382000000000001 0.10613500000000002 0.10089500000000001 -0.070499999999999993 -0.49013999999999996 -0.0080949999999999998 0.091820000000000013 -0.18113999999999997 -0.010384999999999998 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 2 3 -1 17 6 -5 8 19 10 21 -12 18 14 15 16 -3 -2 -13 -7 -8 -9 23 24 -20 26 -25 -24 -29 -26
right_child=4 13 -4 5 -6 7 20 9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 27 25 29 -27 -28 28 -30 -31
leaf_value=-0.0012474071680752237 0.00065196795802703914 -0.00096383947267361994 -0.0012499753716398885 0.0012132736531546059 -0.00074036188456907568 0.0002968290108493026 -0.0012474932490270305 -0.0010457925095173162 0.0012356052807612286 -0.0012200599200613991 -0.0010196211191959184 -0.001182480425843 -0.0011532765924610366 -0.00070528317506004948 0.0008756573079234972 0.0012507789300714122 0.00080042704130453589 -0.00056301851511721969 -0.00041947946908989589 -0.0011655123524844345 0.0010702028590488218 0.0011364900695501759 -0.00050962222844247234 -0.0010601197860787331 0.00088863302134448239 0.00013225688526974236 0.00098002969607073522 0.0010616366121706654 0.0002833772109649086 -0.00014983567735819714
leaf_weight=0.12562812337273577 0.75610395221883653 0.20619432423700335 0.16947292569238914 0.035554120375309139 0.089770503982435912 0.053111247554625152 0.2316761994843558 0.15495077172090788 0.032430266786832362 0.08568850127630856 0.085335787560327225 0.05041455948958562 0.064916567836917127 0.112298443360487 0.28663046026485972 0.09959812860324746 0.072287800452613737 0.079782082000747323 0.20632504925015382 0.22797471043668505 0.017611753370147198 0.020283236139221117 0.082096896367147565 0.23620069658136589 0.38765233359299844 0.32384265671133527 0.031145635963184759 0.26339185942924814 0.34050753335759498 0.093181992473546416
leaf_count=271 310 104 140 6 16 33 665 229 4 18 139 14 54 18 44 58 28 14 38 220 6 10 8 282 171 48 8 88 67 10
internal_value=0 -0.000174248 -0.000261878 -0.000208716 0.00041222 -0.000165569 -0.000797036 -9.99104e-05 -0.000669412 -2.63108e-05 1.73986e-05 8.30072e-05 0.000128252 0.000200108 0.000353068 -4.31175e-05 -0.000505875 0.000536002 0.000169543 -0.000889203 -0.00108375 -0.000793195 0.000204243 5.23508e-05 0.000355041 -0.000299476 -0.000822444 0.000487291 0.000622817 0.000687386
internal_weight=0 4.0964 3.31939 3.14992 0.925657 3.02429 0.284842 2.73945 0.313516 2.42593 2.34025 2.16501 2.07968 0.777009 0.664711 0.37808 0.278482 0.835886 2.01476 0.281086 0.249288 0.175234 1.96434 1.27835 0.687159 0.591189 0.267346 0.685996 0.603899 0.480834
internal_count=3121 2781 2529 2389 340 2118 677 1441 257 1184 1166 927 788 252 234 190 132 324 734 253 671 239 720 557 219 338 290 163 155 181
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=15 31 45 14 1425 15 50 1348 11 1374 0 0 0 15 3 1 13 13 51 15 48 1 52 52 4 49 0 151 1 2
split_gain=0.0196297 0.019269 0.0191559 0.0267812 0.0190277 0.0209458 0.0306428 0.0231724 0.0290067 0.0214857 0.0225599 0.0535874 0.0305365 0.0290125 0.0312796 0.0279486 0.0279314 0.0368402 0.0276245 0.0331209 0.0271292 0.0334266 0.0255544 0.0276587 0.033215 0.0251397 0.0437823 0.023506 0.0246634 0.0213578
threshold=-0.49307999999999996 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.090205000000000021 0.087830000000000005 0.093235000000000012 -0.10607499999999999 -0.062294999999999996 -0.053834999999999994 -0.095869999999999983 -0.10519499999999998 0.14089500000000002 -0.084034999999999985 -0.084319999999999992 -0.40274499999999996 -0.03241999999999999 0.12879500000000002 0.077565000000000009 0.11434500000000002 0.10611000000000001 -0.49405499999999997 -0.066019999999999981 -0.14920999999999998 -0.077429999999999985 0.10781 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=-1 -2 -3 4 5 6 -4 8 9 10 13 15 -13 14 -7 16 17 -12 -14 -20 21 -15 23 24 -21 26 -23 -16 -29 -26
right_child=1 2 3 -5 -6 7 -8 -9 -10 -11 11 12 18 20 27 -17 -18 -19 19 22 -22 25 -24 -25 29 -27 -28 28 -30 -31
leaf_value=0.0027785351650611262 0.0027828702935001849 0.0027872743003770203 0.0019262667454883872 -0.002239492319756487 -0.0028021216470707462 0.0022176501951264864 -0.0014426980368893064 0.0023967574925950639 -0.0024072697496737966 -0.0025242027007502379 -0.0016340882186826845 0.0021188373930746437 -0.0027811556862824215 -0.00071127068050159449 0.0009368507045411596 0.0027932585729965927 -0.0024918703667461237 0.0024941713146727066 0.0021820474682344121 -0.0020777922418499422 -0.0011833477202858246 -0.00066748240636138102 -0.0021859916310241609 0.0024069342954433416 -0.00096104199266159977 0.002537280180527627 0.0027836410288046261 -0.002590374648272708 -0.00030903766969930937 0.00094858101223255816
leaf_weight=0.018625183496169595 0.017808551298003183 0.01725517603335891 0.084734621415918254 0.045916717491308989 0.019621964049292617 0.029555059038102627 0.027538522343093064 0.027013154907763126 0.044264851158004492 0.028053928245753812 0.057094390205975287 0.0529592826105727 0.027970505873781804 0.058720355138574543 0.043632193834127975 0.011075142523623072 0.13614042983249419 0.023486440955820309 0.04997761388131039 0.059011175138948602 0.043635098496451974 0.070260479420539923 0.044943481403606711 0.034174007894762326 0.068745381795454197 0.11741458293909091 0.047383387860463699 0.068948248812375823 0.077471253520343453 0.13101238580838981
leaf_count=85 63 9 125 99 77 13 19 36 60 35 513 52 32 46 32 3 1270 18 71 73 13 20 37 7 21 71 43 76 27 75
internal_value=0 -8.67616e-05 -0.000119774 -0.000152544 -8.80073e-05 -5.16603e-05 0.00109992 -0.000147224 -0.000199052 -0.000122787 -6.90469e-05 -0.000401882 0.000134557 0.000347185 -0.000437708 -0.00150585 -0.00172555 -0.000430848 -0.000118154 7.38861e-05 0.000858035 0.00116124 -0.000237937 6.09344e-05 -0.000248887 0.00162902 0.000722526 -0.000850645 -0.00138331 0.000291396
internal_weight=0 1.56582 1.54801 1.53075 1.48484 1.46522 0.112273 1.35294 1.32593 1.28166 1.25361 0.69659 0.468794 0.557021 0.219607 0.227796 0.216721 0.0805808 0.415835 0.387864 0.337414 0.293779 0.337886 0.292943 0.258769 0.235058 0.117644 0.190052 0.14642 0.199758
internal_count=3121 3036 2973 2964 2865 2788 144 2644 2608 2548 2513 2172 368 341 148 1804 1801 531 316 284 193 180 213 176 169 134 63 135 103 96
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1 50 12 38 158 47 51 15 4 157 133 3 12 0 0 48 9 43 151 50 0 4 4 3 0 52 14 150 43 1
split_gain=0.0975128 0.0924555 0.0850564 0.0753548 0.0736007 0.0674988 0.0652459 0.0672691 0.0650211 0.0647736 0.0616469 0.0724402 0.0668315 0.0808138 0.105786 0.116656 0.0578184 0.0574626 0.0559193 0.0599519 0.0544601 0.0526888 0.0574629 0.0733021 0.0516756 0.0509267 0.0517141 0.0673051 0.0491954 0.106971
threshold=0.098700000000000024 0.07826000000000001 -0.064509999999999984 0.10657000000000001 0.084765000000000021 0.091680000000000011 -0.10748999999999999 0.095175000000000023 -0.17966999999999997 -0.084489999999999996 0.10622000000000002 0.10299500000000002 0.096295000000000019 -0.071924999999999989 -0.12333499999999999 0.086260000000000017 -0.036024999999999995 -0.25681499999999996 -0.40381499999999992 0.10616500000000001 0.15398500000000004 0.40124500000000002 -0.083854999999999985 -0.084074999999999997 0.10455500000000001 -0.24164999999999998 -0.46885499999999997 0.11456000000000001 -0.074359999999999996 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=1 4 3 -2 6 8 -1 9 -4 -8 11 12 13 14 15 -11 -16 -10 -19 25 -15 22 23 -18 -9 -20 -27 -28 -7 -30
right_child=2 -3 5 -5 -6 28 7 24 17 10 -12 -13 -14 20 16 -17 21 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0013491516507517897 0.0012123905771563744 -0.0012417068588283259 -0.001105266379277758 -0.00036632916389920934 -0.0010963269219550938 0.0001853064702876701 -0.0013535557731423832 -0.0013541854565906027 -0.0010236259137734764 0.00083605057659603521 -0.00099565352429073777 0.00091855613812086919 -0.0012225686376501547 0.00081337785607038049 0.0013727225335878192 -0.00047040390289965932 -0.0013476938713062967 -0.0011239421604389633 -0.00060105372364331394 -0.00073036538536515154 -3.330860378915895e-05 0.0013547555209893489 -0.0013492639779057057 0.0013975700823053948 0.0013658910580161155 -0.00046224251498876867 0.0010746410397375018 0.0001959198375548727 -0.0010463910063360704 0.00080337681223644137
leaf_weight=0.072115824303183085 0.23032928602333402 0.15259344740479708 0.059946291810774488 0.071859224524814636 0.14143368797340361 0.20894148139632307 0.060287506355963028 0.10471661035990099 0.053169451304711179 0.26317866615136154 0.093970701835132675 0.18518993523321103 0.073817819171381305 0.34877584975765719 0.02175778427044972 0.23381360387429595 0.034909338364741416 0.040957303717732207 0.061046335613354819 0.068119871823000722 0.22731730260420591 0.017819099593907595 0.23265642530350195 0.035576220601797104 0.014391355216503143 0.066184839466586376 0.47362469865038392 0.23688274835876655 0.26236504981352471 0.072225973301101476
leaf_count=140 240 483 80 18 227 49 85 223 8 51 188 20 76 58 3 35 172 8 32 29 25 3 508 1 1 11 193 52 86 16
internal_value=0 -0.000229163 0.000181966 0.000836977 -0.000157689 5.85228e-05 -9.19785e-05 -4.54417e-05 0.000256274 1.8381e-05 6.51424e-05 0.000124662 2.59647e-05 9.10613e-05 -0.000175286 0.00022142 -0.000750568 0.000337894 0.000414352 0.000483904 0.000479289 -0.000894505 -0.00102672 3.79249e-05 -0.00102553 0.000582641 0.000675677 0.000781676 -0.000327107 -0.000647094
internal_weight=0 2.31432 1.90565 0.302189 2.16173 1.60346 2.02029 1.94818 1.05993 1.82907 1.76878 1.67481 1.48962 1.4158 0.839711 0.496992 0.342719 0.999985 0.946816 0.905858 0.576093 0.320961 0.303142 0.0704856 0.119108 0.837739 0.776692 0.710507 0.543533 0.334591
internal_count=3121 2299 822 258 1816 564 1589 1449 413 1225 1140 952 932 856 773 86 687 333 325 317 83 684 681 173 224 288 256 245 151 102
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=52 1 50 47 13 42 146 48 44 128 1447 148 484 1374 0 15 15 4 474 12 133 3 3 12 15 16 0 2 457 12
split_gain=0.102054 0.0960409 0.101438 0.0853309 0.09955 0.0982808 0.0913583 0.103843 0.0919725 0.0812416 0.0821874 0.0825735 0.0805737 0.0748316 0.102051 0.0815089 0.0744654 0.0743701 0.0746287 0.0709851 0.0652913 0.090332 0.0663673 0.124723 0.0799131 0.0849833 0.0758813 0.0641168 0.0617683 0.0622588
threshold=-0.40306999999999998 0.094385000000000011 0.07826000000000001 0.093140000000000014 -0.080759999999999985 -0.085874999999999993 0.12035500000000002 0.12879500000000002 0.083555000000000018 0.086435000000000012 -1.0000000180025095e-35 -0.080634999999999984 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.098289999999999975 0.095175000000000023 -0.17966999999999997 -1.0000000180025095e-35 0.089795000000000014 0.10622000000000002 0.10732000000000001 -0.097604999999999983 0.084100000000000022 -1.0000000180025095e-35 -0.0083599999999999976 0.15398500000000004 0.17025000000000004 0.51789000000000007 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 12 6 19 -6 7 8 9 10 -3 -12 -2 -14 -15 -16 20 -13 -19 -5 21 22 26 24 -24 -26 -17 -22 29 -20
right_child=1 3 -4 4 5 -7 -8 -9 -10 -11 11 17 13 14 15 16 -18 18 28 -21 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00070991921549587032 -0.0011326978574622173 -0.00066997955321561017 -0.0011286113737506234 0.00096683398951335413 0.00040874715052124829 -0.00076027785613099407 -0.0010722957172234679 -0.00048548215254238532 -0.00084077177475262873 -0.00056436978036938099 -0.00031792360460756455 -0.00081464411217500973 -0.0011422901576196862 0.00068363081101099454 -0.00094564682565999585 0.00045619407223753176 -0.00087469753223553485 -0.00053636733514164777 0.0011190071492004007 -0.00024323712815256269 -0.0011396323615181498 0.00071829498048643506 -0.00066282685024713023 -0.0011290078637825416 0.0009393219542610955 -0.00033844432636662391 -0.00034831214315041441 0.0011476918778231997 -0.00044340735413738906 0.00052429190581013022
leaf_weight=0.2877092045455355 0.095845770745655368 0.064623571539414448 0.13443541988817731 0.13220885420741979 0.12103705119807273 0.37022569966211438 0.060972254956141003 0.17550026503158722 0.068527157884091028 0.085823419292864744 0.10563241597264994 0.038451057247584131 0.08066895232332294 0.22289820603327948 0.14106094616727305 0.45821835516835618 0.13028168175515031 0.052004913333803304 0.62488720609326287 0.11495105765061453 0.1015059353885589 0.23332516429945815 0.14417948049958795 0.17179280805794406 0.15002928238391178 0.11790539600042005 0.22015049541369081 0.018354926258325577 0.044981979706790298 0.3473945230289246
leaf_count=324 256 25 412 35 12 110 4 24 12 31 22 20 35 26 150 88 202 5 349 20 138 16 62 501 45 33 22 1 6 135
internal_value=0 -1.94691e-05 -0.000177873 0.000139819 -0.000178945 -0.000472254 0.000280868 0.000332183 0.00043237 0.000496342 0.000567575 0.000633487 -0.000121968 -7.77403e-05 -3.7035e-05 -0.000122171 -5.56319e-05 0.000724214 0.000779552 0.000404045 1.0423e-05 7.45196e-05 -4.44789e-05 -0.000322826 1.32375e-05 0.000377037 0.000195108 -0.000789362 0.000846825 0.000906516
internal_weight=0 4.82787 2.42065 2.40722 0.738423 0.491263 1.6688 1.60783 1.43233 1.3638 1.27798 1.21335 2.28622 2.19037 2.1097 1.8868 1.74574 1.10772 1.06927 0.24716 1.61546 1.4956 1.26228 0.583907 0.412114 0.267935 0.678369 0.119861 1.01726 0.972282
internal_count=3121 2797 1987 810 177 122 633 629 605 593 562 537 1575 1319 1284 1258 1108 515 495 55 906 767 751 641 140 78 110 139 490 484
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=160 1213 475 484 150 15 1 12 48 51 1374 151 4 0 12 0 44 128 457 0 43 43 133 4 34 12 16 49 13 159
split_gain=0.0194632 0.0199102 0.0272577 0.0202985 0.0312343 0.0211294 0.0209824 0.0270778 0.0251049 0.0241688 0.0385568 0.0230185 0.0229772 0.0235924 0.0229129 0.0212276 0.0201921 0.0207135 0.0212228 0.0357368 0.025942 0.0271493 0.024582 0.0241187 0.0240582 0.0217822 0.0216821 0.0231964 0.0333287 0.0206911
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.097210000000000005 -0.47006499999999996 0.12811000000000003 0.098810000000000023 0.12737000000000001 0.095050000000000009 -0.094929999999999987 0.06617000000000002 0.24564500000000003 0.16094000000000003 0.097825000000000009 -0.20211999999999997 0.081805000000000017 0.085185000000000025 -0.0029299999999999994 -0.23001499999999997 -0.073959999999999984 -0.00045499999999999995 0.088820000000000024 -0.42529999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.26676500000000009 -0.090734999999999982 0.10820000000000002 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 -2 4 -3 -5 7 8 9 10 -7 15 13 -9 16 -8 17 18 25 -20 22 -22 -21 -24 -23 -12 27 -26 29 -29
right_child=1 3 -4 5 -6 6 11 12 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 19 20 21 24 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0023808781449974792 0.0037401076329556678 -0.0025520176020423658 -0.0031993651527610443 0.0037364359485817494 0.0024908092933554672 -0.0035215121281491524 -0.0016280632829748145 -0.0037476378943710389 -0.0025062550775909313 0.0026192984431995556 0.0021767428254162923 -0.0015909021232437797 0.00029851840988192615 0.00040447512770965243 0.0034592077580871635 0.0024525850914547788 -0.0037144982754030078 -0.0037374361385624846 0.0031053221752435373 0.0019096738319360103 -0.0029985034455210068 -0.0031264651781821463 -0.0037573356996160453 0.0012847680488562334 -0.0020345968288596277 -0.0025708767166187888 -0.0024909591055283301 0.0020666941384388927 -0.0031337033881328178 -0.00098488250335615132
leaf_weight=0.049119723457352049 0.0093477619811892509 0.08199175238155465 0.050183244713934871 0.023288887406578973 0.02160447824280709 0.03774917640293951 0.020467155940423254 0.069799289959519228 0.0457723742511007 0.059779416470973956 0.017456203444453422 0.031486217132624006 0.062077549253444886 0.026202991815807763 0.031416746196555323 0.13354140213778021 0.017834160971688107 0.017308374086042022 0.070814562015584115 0.18768519248260362 0.045277908954630575 0.029898324835812007 0.023786670761182904 0.029695734203869506 0.037342790124966441 0.058672042038778627 0.032945909133559326 0.18689718252744947 0.023228901671245694 0.037067966059112223
leaf_count=240 4 468 462 101 16 43 8 212 33 79 14 11 28 7 24 155 11 82 31 270 260 18 4 119 15 92 82 206 4 22
internal_value=0 5.42493e-06 -0.00210971 9.16044e-05 -0.00150036 0.000213094 0.000151593 -3.64338e-05 0.000192404 0.000323137 0.000168051 0.00131598 -0.00147048 -0.00261435 0.000332424 0.00191028 0.000212027 0.00029977 0.000389269 0.000591464 0.000310602 -0.000280975 0.00127378 -0.000957743 7.323e-05 -0.00148225 0.000374555 0.000706347 0.00112041 0.00156163
internal_weight=0 1.52062 0.059531 1.46109 0.103596 1.35749 1.3342 1.14871 0.99063 0.944857 0.885078 0.185495 0.15808 0.0960023 0.847329 0.154009 0.815912 0.798078 0.780769 0.704641 0.633827 0.392659 0.241168 0.0534824 0.347381 0.0761282 0.317483 0.284537 0.247194 0.223965
internal_count=3121 2881 466 2415 484 1931 1830 1656 1409 1376 1297 174 247 219 1254 163 1230 1219 1137 1031 1000 607 393 123 347 106 329 247 232 228
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=1 2 50 0 3 1 4 16 4 3 124 38 151 16 132 42 4 457 47 50 52 2 52 16 1 133 1446 12 132 43
split_gain=0.133116 0.101331 0.0887612 0.0727405 0.120975 0.0772296 0.0838629 0.0745361 0.0706459 0.093754 0.0690076 0.122065 0.0637923 0.0667156 0.0708318 0.0668974 0.06576 0.0584611 0.0600634 0.0934203 0.0652725 0.0611604 0.0734028 0.0670094 0.0653519 0.0573235 0.0524864 0.0517941 0.0360422 0.0455764
threshold=0.094385000000000011 0.14753000000000002 0.07826000000000001 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.053925000000000008 -0.095094999999999985 -0.083854999999999985 -0.084074999999999997 -0.043384999999999993 0.10386000000000002 -0.50825999999999982 0.071345000000000006 0.081465000000000024 -0.11051499999999999 0.071150000000000005 -0.072694999999999996 0.12794000000000003 0.10965000000000001 -0.07167999999999998 0.090790000000000023 0.090245000000000006 -0.5315899999999999 0.10089500000000001 -0.085499999999999979 0.08826500000000001 0.099100000000000008 0.081465000000000024 -0.45785999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 9 -1 11 26 -12 14 15 -14 -15 -17 19 20 -19 23 -23 -22 -25 -9 -2 28 29 -5
right_child=1 -3 -4 27 -6 6 -8 25 -10 -11 12 -13 13 16 -16 17 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012442362807852617 0.0011176661994703463 0.00099849249839103278 -0.0012468884829577632 0.00073519054285157927 0.00026753600028801036 0.00049660628317223579 0.00085584305143795113 0.00067128502001100032 -0.0012461025026886531 0.0013025173696317649 -0.0012509153358293932 -0.0012565842452280586 -0.0012639540741192711 -0.00099528558297575192 0.0011567906821961986 -0.00080162287783473057 0.00010528323995738076 -0.00035037150728699663 -0.00059970418737485571 -0.00093011133289128156 -0.00053874849045293914 0.0011199671177009251 -0.00015028636159984907 -0.00054494164267189331 0.00074795249372273942 -0.0010087259912100444 -0.0005584469543105532 -0.0006554106839029997 0.00087251151948743752 -0.00010243395312395522
leaf_weight=0.046194670518161729 0.24108081234953793 0.19496383869773115 0.13828239182112145 0.12928570323856547 0.30742671526968479 0.086364403330662753 0.082653474280959927 0.035559414354793262 0.36140010020972113 0.043297093361616579 0.063227580132662164 0.04677710123360157 0.056859692915168458 0.18041801070648933 0.096750233009515685 0.10072355755255613 0.15697839863423724 0.16398767021018978 0.13655342420679528 0.09228163759689767 0.13553697342285853 0.33189590470283292 0.089251536628580652 0.076036475205908616 0.29485631354327779 0.26860372776718577 0.032818616076838225 0.12790010466051172 0.10618231236003339 0.45010509757412376
leaf_count=256 167 112 445 14 38 27 23 13 983 1 15 7 8 167 47 33 28 32 27 52 15 99 19 49 57 176 9 79 22 101
internal_value=0 0.000137852 -0.000282737 -0.00021754 -0.000408141 -0.00063293 -0.000282026 -0.000522852 -0.00100118 -1.2089e-05 6.47723e-05 0.000599798 -2.20829e-05 1.85503e-05 0.00012606 5.85874e-05 -0.000483231 0.000111503 0.000181158 0.000271229 0.000372791 0.00050064 0.000850769 0.000209472 0.000482897 -0.000812318 0.000916834 7.10064e-05 0.000206526 8.44742e-05
internal_weight=0 2.491 2.18326 2.04497 1.2315 0.924073 0.473181 0.390528 0.450892 0.0894918 2.29603 0.320677 1.97536 1.91213 1.57473 1.47798 0.337396 1.42112 1.3204 1.18385 1.09156 0.927577 0.421147 0.50643 0.370893 0.304163 0.273899 0.813473 0.685573 0.579391
internal_count=3121 943 2178 1733 1517 1479 239 216 1240 257 831 183 648 633 438 391 195 383 350 323 271 239 118 121 106 189 176 216 137 115
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=4 12 12 1 13 150 48 9 132 133 13 49 151 448 3 13 1 43 0 0 0 160 15 1375 159 1 13 43 2 14
split_gain=0.135519 0.109997 0.104152 0.107494 0.106924 0.0944743 0.0856598 0.0827501 0.076548 0.103483 0.097195 0.0851056 0.0882746 0.0799095 0.073997 0.0866453 0.100707 0.0940262 0.0776883 0.0785161 0.069069 0.0667254 0.05918 0.0600635 0.0573554 0.0674105 0.089323 0.0758344 0.0541543 0.0562985
threshold=0.27287000000000006 -0.040564999999999997 0.084100000000000022 0.13021500000000003 -0.47860499999999995 -1.0000000180025095e-35 -0.064549999999999982 -0.036024999999999995 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.10069499999999999 -0.086944999999999981 -0.081729999999999983 -0.097604999999999983 -0.084154999999999994 0.10089500000000001 -0.11278499999999998 -0.060129999999999996 0.11070500000000001 -0.17169499999999996 -0.091944999999999985 -0.095869999999999983 -0.012484999999999998 -1.0000000180025095e-35 0.077845000000000011 -0.084154999999999994 0.070450000000000013 0.099515000000000006 -0.45282499999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -3 -7 -1 9 -9 13 -12 -13 -11 18 16 17 -16 -6 -20 -15 -14 -23 -24 -22 26 27 -26 -8 -30
right_child=1 5 3 -5 14 6 28 8 -10 10 11 12 21 20 15 -17 -18 -19 19 -21 24 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.001423143847507759 0.001345478249098736 -0.0010334603731184111 0.00049292119682735661 0.00073302993168090295 -0.00088911831878352231 0.0014092228848319821 -0.00044837206659674184 -0.0011419355034268561 0.00076882705956323068 -0.001417785015632152 -0.0014183161422048672 0.00081865283418170885 -0.0014085781745090315 -0.0014249264872724309 0.0014197503098716457 -0.0014047351086765027 0.00045861916030997548 -0.0014145978714632909 0.00048683426930816692 -0.00090969984091912939 -0.00098115376808561271 -0.00089257141149078935 0.0005312784012992029 -0.00023634716735446357 -0.0014093627893437691 0.0012946640250527741 0.0012947772972679021 0.0014213464718746661 -0.00012802658475611153 0.00094540618083651816
leaf_weight=0.076567230542423537 0.18842621413205052 0.11254636576632038 0.17092005535960142 0.13812162927933958 0.28578426242165733 0.12337070086505264 0.20864825713942969 0.18168327640160109 0.20369497228239186 0.041335173380502965 0.10807377369201399 0.17018849152373272 0.091329931732617609 0.030947431921958923 0.026166263967752457 0.41929450946554581 0.14031179875019006 0.1879825837859237 0.26927225195686266 0.11181120409310097 0.035570421317970613 0.18718894413905296 0.27022778731770924 0.77014219682313634 0.073913634863856714 0.27976204050355591 0.079831867667964462 0.024805944878607988 0.181844789913157 0.20283872590516694
leaf_count=47 155 24 16 28 172 43 31 102 57 7 25 24 37 2 2 1225 18 412 39 82 35 38 17 149 94 128 11 2 29 70
internal_value=0 0.000379296 -0.000188261 -0.000453024 -0.000554678 0.000159755 0.00034713 -1.18039e-05 -5.49123e-05 -0.000126465 -4.11822e-05 -0.000217974 -0.000130856 0.000457545 -0.000678969 -0.000973717 -0.000463861 -0.00106828 -0.000336978 7.70863e-05 0.000605244 -0.00025338 -0.000167433 -3.69626e-05 0.000732458 0.000865454 0.000192948 -0.000698071 0.00012629 0.000437981
internal_weight=0 1.01768 4.37493 1.74966 1.61154 0.829249 0.716702 2.62526 2.5487 2.345 2.16332 1.59715 1.48908 0.566167 1.44062 0.773755 0.354461 0.214149 0.666868 0.381083 0.524831 1.31889 1.22756 1.04037 0.493884 0.458313 0.178551 0.0987196 0.593332 0.384684
internal_count=3121 352 2769 1994 1966 197 173 775 728 671 569 290 265 279 1950 1657 432 414 293 121 272 241 204 166 270 235 107 96 130 99
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=4 12 151 132 133 13 49 0 3 151 160 3 3 0 16 1 13 12 50 47 2 48 3 1429 51 52 48 1 159 130
split_gain=0.11975 0.0919465 0.0851556 0.0815611 0.0819936 0.100309 0.0755545 0.0740641 0.0737834 0.0726151 0.0767108 0.0642497 0.0741601 0.0632078 0.0861877 0.0759265 0.0758541 0.0665667 0.055944 0.0539955 0.066785 0.0528819 0.0505367 0.0491318 0.048895 0.0487337 0.0462624 0.0486973 0.0407247 0.0363997
threshold=0.27834500000000006 0.079890000000000017 -0.27559499999999998 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 -0.10069499999999999 -0.17169499999999996 0.10732000000000001 -0.086944999999999981 -0.091944999999999985 -0.074084999999999998 -0.075944999999999985 -0.060129999999999996 0.26435500000000006 0.11588000000000001 -0.017449999999999997 0.084100000000000022 0.13146500000000003 0.12794000000000003 0.113445 0.081275000000000014 -0.084074999999999997 0.084990000000000024 -0.09193999999999998 -0.010034999999999999 -0.064549999999999982 0.11230000000000001 -0.50206999999999991 -0.083729999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 -6 11 -8 -11 12 13 15 16 17 -15 22 19 20 26 25 23 -3 -12 -9 -4 -28 -19 -13
right_child=2 8 18 -5 5 6 9 21 -10 10 24 29 -14 14 -16 -17 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00093429062591192456 -0.0010421508428652146 -0.0012213483608743299 0.0012239953139682857 0.00083247549370928727 -0.0012383441772975442 -0.0012310706315489569 0.00074836297765621068 0.00092264383342789528 0.00031743460476324622 -0.0012253918964579922 -0.00082822497143049542 0.0010420304487088177 0.00076194697435366166 -0.00053910756003550933 -0.001224791076165977 0.00016594533741672534 0.00069834472389824012 0.00061117067601323938 -0.00082419223827148594 -0.00066933675401738334 0.0011542695814615099 0.0011814472822197684 0.00078689881039622665 0.001171534112290225 4.1261758019733357e-05 -0.00038951068033060791 -0.00032694660967096101 0.0006775290585552524 -0.0011421723307078 -0.0012251280384103112
leaf_weight=0.13862377029727246 0.056588613137137145 0.061416960550559452 0.072039092687191442 0.17754039201827243 0.030526770278811455 0.085236177415936143 0.15064979341696005 0.081189795353566296 0.21462828165385861 0.091137744253500963 0.10816998454538373 0.011157565357279964 0.083753460854495532 0.11641339916241122 0.073142948516760953 0.13963558364775963 0.20024516481498722 0.020639283633499761 0.043786483816802502 0.04652894742321223 0.26675761337173753 0.18957462846447015 0.057093196759524067 0.016093146841740236 0.86241901748144389 0.087286929338006192 0.15694677620194841 0.13209454794196063 0.42660289508421567 0.1853673820660332
leaf_count=67 15 163 31 52 2 23 23 32 25 36 63 12 56 29 113 28 33 24 10 10 170 127 20 4 135 25 23 81 1368 321
internal_value=0 -0.00013059 0.000397635 4.36927e-05 -3.30498e-05 4.10423e-05 -0.000121665 0.000584387 -0.00034786 -4.36687e-05 -0.000156051 -0.000450472 -0.000344247 -0.000427617 -3.20779e-05 -0.000641319 0.000243419 -0.000835052 0.000511086 0.000597786 0.000691692 0.000739789 -8.34397e-05 -0.000724523 -5.56406e-05 0.000242823 0.00034995 0.000132108 -0.00106126 -0.00109641
internal_weight=0 3.60854 0.774742 2.00236 1.82481 1.68619 1.29761 0.388578 1.60619 1.21238 1.06173 1.39156 1.19504 1.11128 0.389802 0.721481 0.316659 0.581845 0.718153 0.674367 0.627838 0.358051 0.134603 0.0775101 0.970589 0.168477 0.36108 0.289041 0.447242 0.196525
internal_count=3121 2781 340 585 533 466 280 186 2196 257 234 2171 1838 1782 175 1607 62 1579 325 315 305 184 187 167 198 57 135 104 1392 333
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=4 151 376 42 160 148 130 4 2 0 3 14 0 160 1 0 0 2 15 9 401 159 457 52 453 34 139 0 4 3
split_gain=0.106789 0.0865395 0.0843632 0.0869547 0.082178 0.0954775 0.069812 0.0660366 0.0735869 0.0710638 0.0956912 0.0653343 0.0630955 0.10596 0.0832761 0.0724224 0.129937 0.0618098 0.0608024 0.0581849 0.0509169 0.0501343 0.0496921 0.0548938 0.044562 0.0480784 0.0511632 0.0434181 0.0420671 0.0762893
threshold=0.27834500000000006 -0.27559499999999998 0.048375000000000008 -0.088934999999999986 -0.091944999999999985 0.087555000000000008 1.0000000180025095e-35 -0.49405499999999997 0.11093500000000002 -0.040504999999999992 0.090900000000000009 -0.46885499999999997 -0.10607499999999999 0.088020000000000015 0.077565000000000009 -0.060129999999999996 -0.053834999999999994 0.11389000000000002 -1.0000000180025095e-35 -0.036024999999999995 0.082755000000000009 -0.50206999999999991 0.045365000000000009 -0.0064899999999999992 1.0000000180025095e-35 -0.11726499999999999 -0.073429999999999981 -0.13455999999999999 -0.083854999999999985 -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 -2 4 -4 5 20 7 8 -6 10 12 -3 13 14 -9 19 -17 22 -11 -14 -1 -21 23 -12 25 -13 -27 -19 29 -23
right_child=1 11 3 -5 6 -7 -8 9 -10 18 17 24 15 -15 -16 16 -18 27 -20 21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00117088778068471 -0.0010510579605786294 -0.00029501124792059695 -0.00053683398121000692 0.00082274459091778197 -0.0012074900635647341 0.0011906171977331913 -0.0011961695093635257 -0.0009470482388707728 0.00061281241263844979 0.00098874339217956317 -0.00059748711198695948 -0.00027479878639805988 0.0012099355483893735 -0.0012091842620981996 0.0003437853177952389 0.00091909025601520536 -0.0011007985698966915 -0.00059485911350004768 0.00010382597795815305 0.0012146571990277065 0.00095075943540688017 -0.0011968586654957803 0.00082884722669662931 0.00060599917043942426 -0.00046106984732010897 -0.00047980689333303661 0.00096381890578532041 0.00031339730380915896 -0.0010928048285858494 0.0012374212680625657
leaf_weight=0.24036668053304389 0.057534123654477298 0.13090163117885822 0.092796181328594685 0.24355749347887456 0.1391384530834342 0.031036296364618465 0.084072278914390952 0.08466498985944948 0.041090570062806364 0.14480920150526799 0.10132253861229401 0.060470106531283818 0.019720239914024829 0.098046902290661819 0.45526647936640074 0.10700315888243495 0.079134667423203187 0.1850871836359147 0.47376163216540401 0.015795061364772378 0.017321551553322934 0.041556284624675754 0.24702983786119148 0.11624816493713286 0.048653068311978132 0.037961425317917019 0.45993013648694603 0.12660682128625922 0.42622764640145272 0.03298735991120505
leaf_count=379 15 43 17 105 108 4 358 45 17 30 26 13 6 33 97 21 71 39 94 1 11 183 26 22 7 5 257 28 1059 1
internal_value=0 0.000360722 -0.000122615 0.000447652 -0.000180594 -0.000789754 -0.000122347 -9.15929e-05 -0.000792478 -4.57463e-05 -0.00014902 0.000470796 -0.00034008 -6.61851e-05 0.000141374 -0.000581959 6.03544e-05 0.000185799 0.000310988 -0.000804897 -0.00102827 -0.000881815 0.000462026 4.55364e-05 0.000635941 0.00073153 0.000853751 -0.000225935 -0.00094794 -0.000119631
internal_weight=0 0.79545 3.64465 0.336354 3.30829 0.288725 3.01957 2.9355 0.180229 2.75527 2.1367 0.737916 1.3604 0.637978 0.539931 0.722424 0.186138 0.776295 0.618571 0.536287 0.257688 0.516566 0.464601 0.217571 0.607015 0.558362 0.497892 0.311694 0.500771 0.0745436
internal_count=3121 340 2781 122 2659 394 2265 1907 125 1782 1658 325 1517 175 142 1342 92 141 124 1250 390 1244 74 48 282 275 262 67 1243 184
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=156 8 11 1456 15 46 1426 139 15 14 3 403 43 52 0 0 52 42 13 448 3 15 13 160 42 42 160 452 456 52
split_gain=0.0201257 0.0213122 0.0213901 0.0275278 0.0237685 0.0284447 0.0326734 0.0310111 0.0277444 0.0280354 0.0272608 0.0244602 0.029432 0.0316106 0.0290023 0.0316008 0.0274753 0.0265336 0.023456 0.022857 0.0228374 0.0222883 0.0319803 0.0334414 0.0221209 0.0350487 0.0220809 0.0200234 0.017832 0.0192722
threshold=-1.0000000180025095e-35 0.088180000000000022 0.089270000000000002 -1.0000000180025095e-35 -0.15026499999999995 0.083550000000000013 -1.0000000180025095e-35 -0.073429999999999981 -0.11713499999999999 0.076175000000000007 0.30112000000000005 -0.088999999999999982 -0.074359999999999996 -0.087769999999999987 -0.11242999999999999 -0.067094999999999988 -0.081429999999999989 -0.095284999999999995 -0.076384999999999995 -0.079499999999999987 -0.047929999999999993 -0.10469999999999999 -0.084034999999999985 -0.082179999999999989 0.091955000000000023 0.09796500000000001 0.10648000000000001 0.085195000000000007 0.084065000000000015 -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=-1 2 3 27 5 6 -5 -8 18 10 11 -10 14 26 -13 21 -15 -17 20 -18 -6 -16 23 -23 -19 -26 -14 -2 29 -21
right_child=1 -3 -4 4 8 -7 7 -9 9 -11 -12 12 13 16 15 17 19 24 -20 28 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036517325505033712 -0.0036561845264913568 0.0034276053929977522 -0.0020793503442209185 -0.0037000619514717839 -0.0036583212395123635 -0.0026878506293794182 -0.0033945893983795888 0.002653851819141506 -0.0028727450735890891 -0.0036569332335469789 0.003653822249175002 0.0032369394126549149 -0.0033601344484843767 0.002449353541231021 0.0036434885762046077 -0.0010718447905612044 0.0030737245826163409 0.0030363060864573841 -0.0035346176166777986 -0.0036896533090569022 0.0031859587659842465 -0.0036606296200434778 -0.0032144257499641966 0.002122681471700793 -0.0032181288233700967 0.0026789592033740427 0.0012205132459471046 0.0036708240097522954 -0.0036670717730706544 -0.0001359949231037104
leaf_weight=0.020609777074696578 0.040529378194150811 0.023511758239692315 0.067767827540592296 0.013511993762222119 0.010440789503263659 0.021515365478990134 0.012198840020573698 0.15201658028945475 0.03674295126984306 0.026416246461849258 0.028777974144759244 0.061585270947034587 0.066743454702644978 0.054826284338559073 0.013418188915238716 0.044961747466004454 0.026087667283718141 0.11002357366851256 0.054095134560156466 0.021230452053713544 0.017183836520416662 0.018655922676771297 0.060586317056731787 0.046567948243591673 0.023139607796110795 0.031986013902496779 0.017747170117218047 0.0056630768813192836 0.021688928100047633 0.47955752695134468
leaf_count=163 249 41 83 2 42 14 3 268 362 60 62 55 150 21 2 22 17 74 53 5 14 103 323 80 28 20 23 1 11 770
internal_value=0 -2.19131e-05 -7.30614e-05 1.6511e-05 0.000103592 0.0012758 0.00175563 0.00220454 -7.99531e-05 6.12366e-05 0.000145594 5.66861e-05 0.000154643 -0.000307053 0.000927516 0.000520387 -1.42693e-05 0.001414 -0.00213724 -0.000260496 0.000599148 -0.00082817 -0.00130509 0.000468486 0.00209077 0.000203589 -0.00239797 -0.00275791 -0.000426976 -0.000286649
internal_weight=0 1.60918 1.58567 1.5179 1.47171 0.199243 0.177727 0.164215 1.27246 1.19074 1.16433 1.13555 1.09881 0.687881 0.410925 0.349339 0.603391 0.210111 0.0817198 0.548565 0.0276246 0.139228 0.12581 0.0652239 0.165149 0.0551256 0.0844906 0.0461925 0.522477 0.500788
internal_count=3121 2958 2917 2834 2584 287 273 271 2297 2188 2128 2066 1704 997 707 652 824 144 109 803 56 508 506 183 122 48 173 250 786 775
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=39 52 2 376 1456 133 2 151 4 160 148 1348 11 133 401 2 48 1 1373 401 4 38 13 156 484 48 160 2 1 12
split_gain=0.0194997 0.0238984 0.0225527 0.0221989 0.0235692 0.0238465 0.0231703 0.0225335 0.0285637 0.0255462 0.0284029 0.0267566 0.0229141 0.0230448 0.0216229 0.0210552 0.0249324 0.0274177 0.0209249 0.0201013 0.0212173 0.0214148 0.0271075 0.031036 0.0225175 0.0227815 0.0315414 0.0305393 0.0263842 0.0209341
threshold=0.16946000000000003 -0.24456499999999998 0.17025000000000004 0.048375000000000008 1.0000000180025095e-35 -0.25159999999999993 0.094835000000000017 -0.40381499999999992 0.27834500000000006 -0.091944999999999985 0.087555000000000008 0.084895000000000012 0.074925000000000005 0.111585 0.082755000000000009 0.113445 -0.064549999999999982 0.11249000000000002 0.099250000000000019 1.0000000180025095e-35 -0.49405499999999997 1.0000000180025095e-35 -0.091904999999999987 0.091255000000000017 0.084040000000000017 0.095425000000000024 0.10210000000000001 0.093175000000000022 0.11212500000000002 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -7 9 10 14 12 13 18 -9 16 -10 -18 19 20 -11 22 -22 24 25 26 27 29 -27 -24
right_child=-2 2 -4 6 -6 7 -8 8 15 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0017938688272090481 0.0037494245851133101 -0.0032543701234277267 0.0034400914521782993 -0.00098799926084809859 -0.003736500702110917 -0.0033597084590860104 0.0027957035597548393 -0.0036395414001477284 0.0037386119974440793 -0.0021267268844671859 0.0037082782322603136 0.0036827891552436614 -0.0032297543710291133 -0.0037443314344457303 0.0032626354546766746 0.0027855640784092447 -0.0017854291159339201 0.0019462024771292243 -0.0037473015388124415 -0.0029021996551647894 0.0018848828728942875 -0.0029898892522004436 0.0011460588565524281 -0.0035771477257462094 0.0029349380336380639 0.0032701504750351409 -0.0036819130555718867 -0.0018333385061146163 -0.00035569109821870915 -0.0024100915020650129
leaf_weight=0.10935866608951972 0.018438738032273361 0.03273614629551902 0.026317373278288758 0.032887698707781854 0.025467001256856636 0.02763267366935851 0.071739023564077797 0.067051867060853643 0.025432809838093817 0.048034108176579271 0.010018149212555727 0.026134632327739382 0.032415078320809698 0.022674553857996216 0.0069825221135033635 0.08039891781481856 0.070983479381538928 0.044714883434608055 0.01953300691457116 0.028751298941187997 0.16369057810879817 0.024585162189396215 0.20521704309794886 0.029418135222385899 0.043482651796693972 0.060368938392457494 0.035369253571843728 0.088379399662244396 0.052090188619331457 0.025984860156313516
leaf_count=362 23 163 55 78 246 45 80 299 31 32 4 22 56 272 11 115 20 63 17 210 110 23 454 40 62 48 64 96 12 8
internal_value=0 -0.00011211 1.66379e-05 -4.76169e-05 -0.000180984 -0.000109803 0.00160636 -2.67417e-05 4.92655e-05 -0.00022181 -0.00219037 -3.92062e-05 -0.000149744 -3.19516e-05 -0.00298857 0.0012609 0.000392342 -0.000343235 7.00924e-05 0.000162677 0.000276142 0.000434558 0.000554147 0.000150992 0.000365665 0.000126648 -0.000337205 3.29668e-05 0.00159069 0.000746382
internal_weight=0 1.53785 1.42849 1.40217 1.29755 1.27208 0.104627 1.23934 1.21171 0.990181 0.0840525 0.906129 0.879994 0.847579 0.0740344 0.22153 0.141131 0.115698 0.824905 0.805372 0.77662 0.728586 0.704001 0.54031 0.510892 0.46741 0.354951 0.319581 0.112459 0.231202
internal_count=3121 3098 2736 2681 2523 2277 158 2114 2069 1840 314 1526 1504 1448 310 229 114 83 1176 1159 949 917 894 784 744 682 622 558 60 462
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=1 50 2 1374 457 160 49 51 15 0 1 52 160 12 1210 403 124 38 42 151 49 157 48 0 131 160 0 43 3 2
split_gain=0.01832 0.0236905 0.0233076 0.0217322 0.0222001 0.0206702 0.0267865 0.0245072 0.0213933 0.0235437 0.02171 0.0199831 0.0182431 0.01787 0.0194043 0.0182699 0.017597 0.0327418 0.0172996 0.0168612 0.0177913 0.0215353 0.0321025 0.0192888 0.0223504 0.023255 0.0166022 0.0138526 0.0258929 0.0173889
threshold=0.094385000000000011 0.07826000000000001 0.14753000000000002 -0.094929999999999987 0.088350000000000026 0.086075000000000013 0.094245000000000009 0.081440000000000026 -0.0063699999999999989 0.051010000000000007 0.090965000000000004 -0.43320999999999993 -0.51146999999999987 0.098810000000000023 -0.08107499999999998 0.090990000000000015 -0.043384999999999993 0.10386000000000002 -0.093284999999999993 -0.50825999999999982 0.10595500000000001 -0.06266999999999999 0.12649500000000002 -0.23051499999999997 0.077860000000000013 -1.0000000180025095e-35 0.16094000000000003 -0.077604999999999993 0.092670000000000016 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 -5 -2 -13 14 -10 18 17 -14 -16 -18 21 -21 23 -23 -25 -26 -15 -20 29 -29
right_child=2 -3 -4 4 -6 6 -8 -9 13 -11 -12 12 16 26 15 -17 19 -19 27 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0036055379588143428 -0.0035876003138534843 -0.0035881700541333587 0.0026725012120885887 -0.0030115002658715373 0.0020818681503932037 -0.0034456898732590324 0.001476820655554642 0.0021404645000681786 -0.0035955051379753531 0.0034272842256063618 0.00052167388754326323 -0.0035940168925956695 0.0028552384812573434 -0.0036035455898696116 -0.0026823977126039715 -0.0035928091788274864 -0.003591518337893734 -0.0035974420711075939 0.0020289306252413331 0.0021817134999651843 0.002000072193275481 0.0020943028336917581 -0.0036099607511623712 -0.00065804154481361929 -0.0021439805198166834 0.0026004373603453722 0.00030138220922842131 -0.0013544934914456789 0.0025360675609569865 0.0031701140108566952
leaf_weight=0.025203256900567794 0.017873580391096766 0.03011301723017823 0.050580767200244736 0.088570694557574825 0.050016297941510857 0.05504772940616931 0.019145999367538025 0.053701247028584476 0.014790355420018386 0.010721309517975897 0.0298897367401878 0.015515470218815608 0.068917666717879911 0.030305233133276488 0.016962428877832281 0.012633607501129518 0.015263415625668131 0.011841030878713354 0.10733367733928389 0.052783416247621062 0.06463124218134908 0.051183746705646627 0.033594522858038545 0.31977794246449776 0.017218769584360416 0.05797425213495444 0.025989423505961895 0.081988016058403446 0.045614554215717362 0.012591072329087183
leaf_count=35 119 445 112 496 50 133 46 108 76 6 34 21 175 98 64 79 12 6 109 56 44 32 15 258 48 45 7 362 26 4
internal_value=0 -0.000476725 0.000319641 -0.000339041 -0.00021341 -0.000403074 -0.00217542 -0.000155478 -0.000413746 -0.00165962 -0.00212002 0.000155845 0.000250256 4.84613e-05 0.000405079 0.000618594 0.000336301 0.00190913 0.000819756 0.000128898 0.000223991 8.43551e-06 -0.000230675 2.37783e-05 -0.000244538 0.00151399 -0.00180077 0.00105975 0.000317735 -0.000752144
internal_weight=0 0.710618 0.777156 0.680505 0.655301 0.605285 0.0741937 0.531091 0.47739 0.129182 0.11846 0.726575 0.708701 0.348208 0.291914 0.277123 0.693186 0.0807587 0.26449 0.612427 0.597164 0.532533 0.479749 0.446155 0.394971 0.075193 0.0562947 0.247527 0.140194 0.0945791
internal_count=3121 2178 943 1733 1698 1648 179 1469 1361 536 530 831 712 825 720 644 691 181 565 510 498 454 398 383 351 93 105 501 392 366
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=4 12 132 133 151 123 158 42 1 42 43 43 2 160 50 4 151 160 15 48 2 48 48 1 16 159 14 48 4 52
split_gain=0.128567 0.122547 0.130824 0.114355 0.11372 0.107303 0.0872083 0.0892929 0.115696 0.157422 0.0927143 0.0938067 0.0847028 0.0787454 0.0767736 0.0710476 0.0671384 0.118362 0.0694321 0.0649688 0.0627995 0.0648333 0.0638263 0.0774079 0.0577541 0.0538476 0.0512301 0.0420165 0.0647417 0.0636146
threshold=0.27834500000000006 0.051320000000000005 0.081465000000000024 -0.0084449999999999994 -0.27559499999999998 0.088610000000000008 0.084905000000000022 -1.0000000180025095e-35 0.122185 0.091735000000000025 -0.23229999999999998 0.0034250000000000005 0.084245000000000014 -0.082299999999999984 0.11875500000000001 0.24564500000000003 -0.086654999999999982 -0.091944999999999985 0.035560000000000008 0.086035000000000014 0.113445 0.14257500000000004 -0.064549999999999982 0.11230000000000001 -0.080954999999999985 0.088800000000000004 0.077685000000000018 0.090390000000000012 0.033845000000000007 -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 2 3 -1 -2 16 7 15 9 10 -9 12 13 -12 20 -3 19 -18 27 -5 22 -22 -6 -24 -15 -26 -25 -19 29 -29
right_child=4 6 -4 5 14 -7 -8 8 -10 -11 11 -13 -14 24 -16 -17 17 18 -20 -21 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-0.0010084123267795242 -0.0011054974786656904 -0.0012502608063246988 0.00091858345178724612 0.0010824796381491716 0.0012494954286305455 0.0011005764810675031 -0.0012503276542462328 0.0010099360324813229 0.00084035460001878983 -0.0011674267784526093 -0.0012477624928015768 0.00024040436116490175 -0.00084968423974697137 0.00083398744681996624 -0.0006327897840109404 0.0002604896178147626 -0.0012472756902962136 -0.00012381811593233512 -0.00074930526406688156 -0.0002718693080706482 0.0012262521303217754 -0.00055774287443698621 -0.00034218316440341869 0.0012495804860866474 -0.0012447337416406127 0.0011996849118390753 -0.00030926675883545036 8.5232611279111286e-05 -0.00032859842265922792 0.0011223128242496068
leaf_weight=0.18246079152595562 0.077732672798447311 0.23371945047256315 0.23066536016995076 0.14438426293782036 0.090624316595494747 0.1326314192265271 0.16494874433919893 0.10415778047172342 0.15137071351637144 0.2660969049175036 0.057667736575240269 0.42874967720126733 0.42007450673918356 0.14510794993839227 0.089001218089833856 0.060611831926507875 0.13797007646644566 0.79538200792012348 0.18890721135539923 0.08822853873425629 0.27506652195734205 0.035569373983889818 0.24449175081099372 0.10843342681619106 0.049092922708950715 0.019455679110251367 0.046607084572315216 0.17807087612163741 0.16085822600871325 0.18799821553693619
leaf_count=62 15 665 51 31 31 47 222 12 30 428 67 95 550 45 14 11 39 171 47 32 167 8 24 79 89 4 2 37 21 25
internal_value=0 -0.000162547 2.77485e-05 -6.57859e-05 0.000336803 1.95943e-05 -0.000382415 -0.000308472 -0.000195406 -0.000300602 -0.000112202 -0.000216544 -0.000499907 4.16315e-05 0.000462803 -0.000939151 -5.65946e-05 -0.000144802 -4.41494e-05 0.000568784 0.000584569 0.00102198 0.000307363 9.36628e-05 0.00038965 -0.000550951 0.000780972 5.65902e-05 0.000328912 0.000617835
internal_weight=0 4.52861 2.42756 2.19689 0.967526 2.01443 2.10105 1.93611 1.64177 1.4904 1.22431 1.12015 0.691399 0.271324 0.889794 0.294331 1.8818 1.64919 1.51122 0.232613 0.800792 0.310636 0.490157 0.399532 0.213657 0.0685486 0.155041 1.32231 0.526927 0.366069
internal_count=3121 2781 563 512 340 450 2218 1996 1320 1290 862 850 755 205 325 676 403 340 301 63 311 175 136 105 138 93 81 254 83 62
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=31 39 42 2 376 4 43 160 1456 43 14 15 14 133 15 158 49 1 128 1373 156 1210 49 42 3 1 9 151 3 1
split_gain=0.0182006 0.0181587 0.020791 0.0233895 0.0241797 0.0238844 0.0327636 0.0222119 0.021907 0.0222513 0.0217674 0.0240647 0.0277407 0.0249106 0.0236707 0.0318129 0.027764 0.0315616 0.0267078 0.024805 0.0227908 0.0223218 0.0206145 0.0248819 0.0231661 0.0213017 0.0208127 0.0223201 0.0198573 0.0257816
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.39192500000000002 0.076175000000000007 -0.24436499999999997 -0.46885499999999997 0.111585 -0.095869999999999983 0.094245000000000009 -0.080089999999999981 0.10752500000000002 1.0000000180025095e-35 0.099250000000000019 0.10441500000000002 -0.08107499999999998 -0.087004999999999985 0.10194000000000002 -0.10831999999999999 0.09253500000000002 -0.013509999999999999 0.057610000000000008 0.099930000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -4 -7 9 10 11 12 -9 14 16 18 -13 -18 19 20 21 -16 24 26 -23 -26 -24 28 29 -28
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0039610882247065153 -0.0039618432254801108 0.0039664336242569475 0.0015622563852273625 0.003943033903812075 0.0027861758831096459 -0.0033450501334357547 -0.0039676109103070571 -0.00084887000677316585 -0.0039530989550091485 -0.0038974250266341297 -0.002648154243318455 0.0027856072157226592 0.0033544160016388178 -0.0039584622941334227 -0.0039599921706591724 -0.003729453406656231 -0.0029322181100423284 8.6424624204093535e-05 -0.003963768261460332 -0.0039630597302142256 -0.0030377186835886926 0.0024522821231227928 -0.0039908721103778504 -0.0030451475901294238 -0.0039644039128536191 9.7251054825032448e-05 0.00024166377714282156 -0.00093595766563959993 0.0034843207802165571 0.00235878291020695
leaf_weight=0.017288824526076607 0.022121999198134179 0.016803285338028107 0.023654603690374643 0.021932818137429311 0.041922695332686888 0.032579877320585537 0.056919752668817991 0.036657893404481001 0.021930757735844852 0.022092071739734709 0.04322937756023737 0.027410364139541343 0.073765615738010548 0.023983070907888648 0.013983306324461875 0.027325786750225234 0.10880804519638199 0.10728309977275785 0.019390627453049092 0.01712378763295419 0.022781262762691767 0.031548808154184371 0.010331166908144507 0.018955579215344187 0.033408911223885784 0.050699882893241011 0.15012469048952481 0.046668567276356043 0.10053740338116768 0.22291927971491532
leaf_count=86 18 21 7 51 48 226 133 27 225 104 72 19 121 308 89 101 172 44 104 17 78 10 1 58 43 28 533 33 76 268
internal_value=0 -0.000115054 -0.000163011 -0.000103323 -0.000167353 -0.000259473 -0.00234418 -0.000126534 -4.13496e-05 2.96063e-05 0.000102699 0.000206674 0.00195903 1.94064e-05 0.000113929 0.000454964 -0.000958608 -0.00143355 0.0006098 0.00073313 0.00084769 0.000978016 0.00108182 0.00140076 -0.000433601 -0.00151608 0.0015596 0.00166982 0.0019266 0.00150679
internal_weight=0 1.44689 1.43009 1.40797 1.38604 1.34411 0.0805744 1.26354 1.23096 1.20903 1.18694 1.14371 0.110424 1.03328 1.0093 0.765799 0.243502 0.216091 0.738473 0.719083 0.701959 0.679178 0.665194 0.549537 0.115658 0.0841088 0.530581 0.52025 0.473581 0.373044
internal_count=3121 3035 3014 2996 2945 2897 140 2757 2531 2306 2202 2130 148 1982 1674 1439 235 216 1338 1234 1217 1139 1050 969 81 71 911 910 877 801
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 12 50 47 52 50 3 0 1 457 42 38 47 48 48 43 3 1 0 0 15 0 2 13 4 43 4 3 52 150
split_gain=0.113782 0.0891242 0.0812183 0.0691579 0.0736322 0.0693941 0.0680673 0.14113 0.0903027 0.07303 0.0664762 0.054111 0.0512588 0.051258 0.0616284 0.0509714 0.0508983 0.0740975 0.0491067 0.075375 0.0630096 0.0593446 0.0486423 0.0467185 0.0457073 0.0457599 0.0410404 0.0668951 0.0389151 0.0379696
threshold=0.098700000000000024 -0.064509999999999984 0.07826000000000001 0.091680000000000011 -0.24164999999999998 0.10965000000000001 0.090900000000000009 -0.060129999999999996 1.0000000180025095e-35 0.082380000000000009 0.092620000000000022 0.10657000000000001 0.085270000000000026 0.12879500000000002 -0.086869999999999989 -0.52440999999999993 -0.10519499999999998 0.14000500000000002 -0.098289999999999975 -0.15350499999999997 -0.10203999999999998 -0.071924999999999989 0.11474000000000002 -0.061684999999999997 -0.42529999999999996 -0.082389999999999977 -0.083854999999999985 -0.084074999999999997 0.12445000000000002 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -3 13 7 8 26 -8 12 -2 24 14 -6 -12 -5 23 19 29 -21 -20 28 -18 -9 -26 27 -1 -16 -10
right_child=1 3 -4 16 5 -7 9 10 18 -11 15 -13 -14 -15 22 -17 17 -19 21 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012943942837478782 0.0011569032176565615 -0.00088280764385906382 -0.0011837883654417375 0.00061375419521936725 -0.00061053334655673135 -0.00092975545398319153 -0.00012655088900779637 -0.00074723533854608359 -0.00011096811853997334 0.00091689531090079885 0.00067037243975414708 -0.00020971764828432366 0.0012245886134561624 -0.00032687483085196188 0.00067034903444656625 -0.0013034472972212273 -0.00011624583602961114 0.00042496768331010414 -0.001297760674556566 -0.00081624100598794939 0.00075252203272050311 0.0010848218920046246 0.0012986925936685628 -0.0011292110480189985 0.00086960717042217463 -6.5444417342058799e-05 -0.001296356926371691 0.0013324249584115669 -0.00030244989529274526 -0.0012682256539159294
leaf_weight=0.038145824244566029 0.22504244127048867 0.083925572726002207 0.14154584389325453 0.086153880954952911 0.064052194036775978 0.062815152865368873 0.30836117173021182 0.074284656540839933 0.095311563942232169 0.17651691631181166 0.030480588786303997 0.061805880221072584 0.095253136561950669 0.11455009656492621 0.42104543065943312 0.07774408531258814 0.11666413473722059 0.11502375261625275 0.12083169791367254 0.055329211740172468 0.18997268400562461 0.020458232320379466 0.17767724069562973 0.21969151278608468 0.16376223065890372 0.18832004853902662 0.31504388719440612 0.028234317898750527 0.082268701895372942 0.094488745802664198
leaf_count=256 240 103 483 18 16 28 63 35 52 21 4 18 15 17 97 63 46 19 154 22 50 7 122 68 35 41 983 1 30 14
internal_value=0 0.000200239 -0.000235678 7.72021e-05 0.000277314 0.000382868 -0.000170926 -0.000300489 -0.000613265 0.000253309 0.000175154 0.000862444 0.000366593 0.000478789 0.000602659 -0.000747537 -0.000297435 -0.000471352 -0.000290132 -7.49547e-05 0.000398679 -0.000952772 0.000716769 -0.000777867 0.000174911 0.000369471 -0.00110157 -0.000177096 0.000511341 -0.000687088
internal_weight=0 1.83072 2.21408 1.54387 1.00633 0.922409 2.07254 1.58766 0.957816 0.484878 0.629845 0.286848 0.52162 0.859594 0.745044 0.108225 0.537533 0.451379 0.576392 0.435102 0.245302 0.14129 0.680991 0.336356 0.426367 0.352082 0.381424 0.0663801 0.503314 0.1898
internal_count=3121 822 2299 564 413 310 1816 1732 1539 84 193 258 126 282 265 67 151 133 299 138 72 161 249 114 111 76 1240 257 127 66
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=123 3 1456 15 3 0 15 48 150 39 1 31 2 2 11 15 2 147 3 43 43 14 12 15 159 12 474 160 1 2
split_gain=0.115787 0.0953577 0.0793045 0.0801395 0.0756944 0.092818 0.103871 0.0907203 0.0975275 0.0813222 0.0769924 0.0743233 0.0728864 0.0965499 0.0678217 0.0787026 0.0850673 0.0593387 0.0553242 0.070301 0.0937808 0.0737516 0.0627974 0.0736853 0.0530829 0.0544837 0.0449547 0.0865482 0.0402014 0.0378552
threshold=1.0000000180025095e-35 0.20828500000000003 1.0000000180025095e-35 -0.26481999999999994 -0.12018999999999998 -0.10607499999999999 -0.11713499999999999 0.086260000000000017 0.097810000000000022 0.16946000000000003 0.10937500000000001 -1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 0.081365000000000007 -0.03241999999999999 0.08622500000000001 0.087070000000000022 0.14121000000000003 -0.074359999999999996 -0.074974999999999986 0.018475000000000002 0.092355000000000007 0.013270000000000002 -0.48366999999999993 0.092255000000000018 0.084660000000000027 -1.0000000180025095e-35 0.11323000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -9 11 26 -7 13 -2 15 -5 -17 -16 19 20 22 -21 23 24 -13 29 27 -8 -3 -26
right_child=12 28 -4 4 5 9 7 8 -10 -11 -12 18 -14 -15 17 16 -18 -19 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00041489206411258616 0.0012504608136784919 -0.00020227955199972003 -0.001251852363386479 0.0010835882749771892 -0.00097894490050813229 0.0012788695065966218 -0.0012558934177456381 -0.0010157795727221124 0.00022460192669232536 0.0012634582398368434 0.001267355443872838 0.00095322495776145285 0.00083844907701826525 -0.00083074056740797743 -0.00081168573324135189 -0.00083665405273468916 0.00036145993285810165 0.00097718995377875915 -4.7034417114565222e-05 -0.0011640399348962966 0.0012070949380939314 0.0012655024754154426 -0.0012567958605280709 0.00048878964753808912 0.0012565144170474966 0.0012694896675245549 0.00098140914829027625 0.00027527404464061439 0.0010291720934939631 -0.0012532084793540137
leaf_weight=0.377711037956033 0.050663445839745691 0.05634152580751095 0.10099964932851424 0.15914108224387746 0.15902302941685775 0.032890032598516972 0.070442580064991489 0.18580956105142832 0.21112772775813937 0.038623236701823882 0.129137777548749 0.026338793446484488 0.34738261236634571 0.11066851818031853 0.16900221545802196 0.12100013995223058 0.3908038367080735 0.034876406192779541 0.21703560906462382 0.49780997469133237 0.049713959189831347 0.020273729227483273 0.15340783260762691 0.12116744460581685 0.0098930352833122015 0.01615365594625473 0.088645369542064145 0.31460870220325976 0.15514159399390337 0.17729913573930389
leaf_count=110 83 13 269 34 60 5 31 29 20 13 16 16 154 28 122 48 60 5 21 1093 10 2 223 106 2 1 13 77 105 352
internal_value=0 -0.000115356 -0.000159939 -0.000130701 -0.000191415 -0.000301293 -4.15954e-05 0.000107499 -0.000356031 -0.000522471 0.00041271 -0.000574649 0.000516357 -0.000177176 0.000125022 0.00031667 7.82031e-05 -0.000505673 -0.00062194 -0.000738328 -0.00042911 -0.00106897 -0.00059042 -0.000299052 -0.000714668 -0.000930706 0.00017972 -4.84289e-06 0.000701099 -0.00112057
internal_weight=0 4.08442 3.87294 3.77194 3.39422 2.5194 1.15879 0.999772 0.396937 1.36061 0.602834 1.32198 0.508715 0.161332 0.874824 0.670945 0.511804 0.203879 1.28909 1.07206 0.553974 0.518084 0.50426 0.350852 0.229685 0.203346 0.473697 0.385051 0.211483 0.187192
internal_count=3121 2856 2738 2469 2359 2090 246 186 49 1844 137 1831 265 111 269 142 108 127 1826 1805 710 1095 700 477 371 355 121 108 118 354
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=150 1455 1 4 42 49 0 13 123 1374 1374 3 48 51 43 151 12 1425 1 42 123 16 13 41 13 12 4 15 1 15
split_gain=0.0183755 0.023879 0.0235939 0.0260798 0.0243336 0.0346354 0.035291 0.0276308 0.0263339 0.02138 0.0220849 0.0285782 0.02547 0.0198784 0.0227287 0.0241468 0.017535 0.016621 0.0245271 0.0301306 0.0254481 0.0241194 0.0290072 0.028852 0.0216211 0.0233645 0.0196352 0.0198346 0.022848 0.0183417
threshold=0.081835000000000019 1.0000000180025095e-35 0.122185 0.24564500000000003 0.091625000000000012 -0.006494999999999999 0.089620000000000019 0.41383500000000001 0.08592000000000001 0.088035000000000016 -0.094929999999999987 0.090900000000000009 0.095425000000000024 -0.076794999999999988 0.084740000000000024 -1.0000000180025095e-35 -0.12529499999999996 1.0000000180025095e-35 0.10752500000000002 -0.095284999999999995 1.0000000180025095e-35 -0.032969999999999992 -0.53104499999999988 0.07831500000000001 -0.075129999999999988 0.084100000000000022 -0.51843499999999987 -0.033689999999999991 0.091785000000000019 -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=1 2 4 -4 5 6 -1 8 -6 10 12 13 -2 -12 15 -15 -7 18 19 -18 21 24 -23 26 25 -21 -24 28 -28 -26
right_child=9 -3 3 -5 7 16 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0025641692842188913 -0.0028949487450774859 -0.0031274460826462547 4.3435683791889457e-05 0.0024862371683778335 -0.0026566396107846045 -0.0026638402158635612 0.0031406676366116772 0.0031572248793397041 0.0019452868655034669 -0.0027581868265157293 -0.0025295625881181423 0.0028164055296434139 0.00096345341028349269 0.0020067187514569624 -0.0018310955927526048 -0.00095141218980512561 -0.0028757204873875179 -0.0031546791559732188 0.0016564937075223074 0.0021803006409457292 0.0030224087050650357 -0.0031390580439217613 -0.0015053048381484166 -0.0031307266010674822 0.0016613815629220429 -0.0011328187924775923 -0.0031258980207541339 0.0020407707829598731 0.0021681207857681176 -0.0021045604124930979
leaf_weight=0.089019329502207034 0.03163291484270303 0.02744329493089015 0.14006683296975098 0.061292895981750917 0.10195013607767578 0.021956844560008681 0.012005065887933597 0.010610245168209076 0.013768835633527488 0.017897500481012685 0.018798211107423413 0.072799178013156052 0.03533169255752 0.11540597523708129 0.026285013387678191 0.035109255701627373 0.033776895164009835 0.014285148525686964 0.10142810109027778 0.039044229015416709 0.028808570354158292 0.018227646127343178 0.022423209344196948 0.015692059470893582 0.014333539787912519 0.044352903790013443 0.017059866677300306 0.15750503835852281 0.014897796183504397 0.10531554989415803
leaf_count=166 41 223 82 162 449 20 5 1 24 40 57 72 11 148 14 37 190 45 99 41 28 4 19 18 10 246 147 234 10 478
internal_value=0 -0.00025036 -0.000177104 0.000787012 -0.000398602 -0.000185031 -0.00188624 -0.00166677 -0.00210908 0.000567952 0.00074546 0.00114582 -0.000859189 0.000524045 0.000848718 0.0013167 7.97391e-05 0.000175793 0.000253422 -2.48343e-05 0.000176761 -5.88069e-06 0.000652164 0.000955818 -0.000802503 0.000418292 0.00125846 0.00158556 -0.00065797 -0.00165341
internal_weight=0 1.10526 1.07782 0.20136 0.876461 0.750132 0.101024 0.126329 0.115719 0.35326 0.335362 0.268398 0.0669646 0.195598 0.1768 0.150515 0.649107 0.627151 0.612865 0.511437 0.47766 0.448852 0.245806 0.227578 0.203046 0.0833971 0.211886 0.189463 0.0319577 0.119649
internal_count=3121 2701 2478 244 2234 1760 171 474 473 420 380 328 52 256 199 185 1589 1569 1524 1425 1235 1207 432 428 775 287 410 391 157 488
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=15 39 150 50 13 9 1 150 13 4 474 146 52 1 13 1 132 12 49 52 4 160 1375 0 0 3 457 132 13 1444
split_gain=0.114958 0.103141 0.109005 0.0909989 0.081736 0.0718626 0.0716092 0.104694 0.0966464 0.0964976 0.0703948 0.0790434 0.0668752 0.065853 0.0655205 0.103564 0.081039 0.127878 0.0685439 0.0683468 0.109114 0.0568259 0.0916648 0.0561622 0.0764371 0.0632519 0.0510668 0.0454766 0.0407172 0.0396864
threshold=-0.24436499999999997 0.16946000000000003 0.081835000000000019 0.11843500000000001 -0.15078499999999997 -0.036024999999999995 0.086105000000000015 0.087170000000000011 0.073000000000000023 0.0052350000000000009 -1.0000000180025095e-35 0.12035500000000002 0.13796000000000003 0.11212500000000002 -0.084034999999999985 0.13210500000000003 0.081465000000000024 0.081420000000000006 0.51130000000000009 0.11434500000000002 -0.083644999999999983 0.088755000000000014 -1.0000000180025095e-35 -0.060129999999999996 -0.11013499999999998 -0.072199999999999986 -0.23144499999999998 0.087360000000000007 -0.13710499999999998 -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 5 10 -4 -2 8 -8 -6 -9 -1 12 -12 21 15 19 18 -18 26 20 28 22 -11 24 25 -22 -16 -19 -7 -28
right_child=1 -3 4 -5 6 14 7 9 -10 13 11 -13 -14 -15 16 -17 17 27 -20 -21 23 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0015031447520883446 0.0014726421521398271 0.0014787532413999621 0.0012058664408613341 -0.00098432744199305556 -0.001466668534044189 5.4014268869265415e-05 0.0012120569033373296 -0.0010629742523896465 0.0012922204976690908 -0.0011757823679342425 0.0013175470231436889 -0.0013094852630378846 -0.00071891683882037774 -0.00066278326011740625 0.0014728996058889902 0.0014644501502813533 0.0013274564124251547 0.00090684591715135528 0.00094817450662536013 -0.0012078487313214039 0.00047835450955397671 0.0014773914473221231 0.0010366125222520991 0.0012415417525403791 -0.0014455067789387668 -0.00077901038806788133 0.0006857504737177645 -0.0014626348819500807 0.0011899911977441234 -0.00093087094259189818
leaf_weight=0.029824087396264076 0.035585669735155867 0.058824425403145031 0.10041195763915312 0.090626462188083678 0.15393390432291176 0.17752858292078599 0.13008332292520208 0.19723384134704247 0.032670824672095478 0.070221006360952742 0.27013380567586853 0.033092403318732977 0.039192637588712387 0.12931538648263086 0.019373092480237886 0.064743197632196714 0.09750641687423911 0.021563296875683591 0.044454751274315529 0.19731515579405823 0.13278964800701942 0.099112996133044362 0.091602041502483189 0.0328024582122457 0.19944879292597761 0.23556033871136595 0.032775489886263665 0.084815989161143079 0.10754187163547602 1.9416790636387282
leaf_count=1 24 17 51 21 125 42 56 73 6 10 215 2 14 22 4 25 23 7 16 96 28 9 38 6 407 35 19 155 33 1541
internal_value=0 -0.000437707 -0.000463155 0.00032486 -4.11543e-05 -0.000586914 -0.000179641 2.94407e-05 -0.000983641 -0.000232419 0.000643595 0.000830573 0.00105952 0.000187345 -0.000608534 -0.000325436 -0.000753448 0.0001223 -0.000841047 -0.000432439 -0.000259689 0.000608654 7.65725e-05 -0.000611991 -0.000719072 -0.000325732 -0.00088094 -0.000982336 0.000482558 -0.000904035
internal_weight=0 4.48889 4.43007 0.462869 1.00459 3.42548 0.904173 0.717569 0.186605 0.587485 0.372243 0.342419 0.309326 0.390251 3.3899 1.14773 2.24217 0.203886 2.03828 1.08299 0.885672 0.260936 0.161823 0.600601 0.567799 0.36835 1.99383 0.106379 0.28507 1.97445
internal_count=3121 2868 2851 253 390 2461 339 208 131 152 232 231 229 79 2437 672 1765 185 1580 647 551 57 48 476 470 63 1564 162 75 1560
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=31 45 14 39 47 50 1 15 151 48 52 50 2 52 4 52 160 0 48 4 131 3 51 13 3 14 43 49 16 16
split_gain=0.0181644 0.0185082 0.02531 0.0171363 0.0202448 0.0315371 0.0238805 0.0231555 0.0218471 0.0208591 0.0221849 0.0205681 0.0190496 0.0250387 0.0208962 0.0451662 0.0205775 0.0224588 0.0305081 0.0373167 0.0234169 0.0311165 0.0186239 0.0195025 0.0183354 0.0213189 0.0197648 0.0186453 0.019745 0.0208831
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 0.13148500000000005 0.13159000000000001 0.11323000000000001 0.095175000000000023 0.16421000000000002 0.12933000000000003 -0.43320999999999993 0.10647500000000001 0.088930000000000023 0.11434500000000002 -0.49405499999999997 0.11008000000000001 0.083670000000000008 -0.13455999999999999 -0.078084999999999974 -0.083854999999999985 0.088315000000000018 -0.077774999999999983 0.13705500000000001 0.25761500000000009 -0.097604999999999983 -0.10708499999999999 0.093175000000000022 -0.12164499999999999 0.26435500000000006 -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=-1 -2 3 4 6 -6 7 11 -9 10 -8 12 16 14 15 -14 17 -3 -19 -20 -21 -22 23 -12 26 -26 -16 -27 29 -29
right_child=1 2 -4 -5 5 -7 9 8 -10 -11 22 -13 13 -15 24 -17 -18 18 19 20 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0031307000843208374 0.0031362508140653552 0.0014612407818684349 -0.0025447406910282838 0.0031338336755216004 -0.0028504388085009904 0.0010961215803619183 -0.0031242036799832397 -0.0031277610358365188 0.0028656975818220488 -0.0017399503420743995 0.0021095665601449346 -0.002924211023414904 -0.0024192949410054366 -0.0017598422040309219 0.0024289164164304424 0.0031507712863565345 -0.0026300102487987823 0.0025075636952491703 0.00086602740514589319 -0.0028961556580131939 -0.0031248012201022424 0.0025548001771435631 -0.0014480031233162231 -0.0010087271992898013 -0.0027615302249339867 -0.0027701213020348658 -0.00025346403035693567 0.00043763826342610961 -0.0020254906448786895 0.0023735770341206633
leaf_weight=0.017127995222381398 0.016975394566543289 0.054451251206045881 0.041427359211411274 0.016081840054539387 0.059579919492534716 0.029474474788003135 0.010987730725901201 0.042693805974522547 0.0068771383666899047 0.026460818364284933 0.16281307915869547 0.024609734084606316 0.057006500481747935 0.052908087859123043 0.098628166644630255 0.018870571628212929 0.044093392335298631 0.024481543393448546 0.05985151517938847 0.098092473868293006 0.017123378937412781 0.020812178801861592 0.019813457074633334 0.0221954525259207 0.020248346409061924 0.015763355506351218 0.036709231026179623 0.20924233383470892 0.023705518096903688 0.07326548362198082
leaf_count=86 9 31 99 21 42 19 30 316 3 19 267 223 95 65 99 2 80 20 297 561 84 17 12 12 8 15 11 322 138 118
internal_value=0 -0.000102561 -0.000142165 -6.82642e-05 -0.000106961 -0.00154424 -3.87977e-06 -0.000216958 -0.00229627 0.000875127 0.00119577 -0.000108444 -3.35505e-05 0.00029119 0.000487266 -0.00103402 -0.000650991 -0.00033346 -0.00077693 -0.00118743 -0.00209095 -8.86233e-06 0.00142751 0.00173547 0.000728974 0.000344439 0.00170134 0.000539766 0.000710153 0.000939704
internal_weight=0 1.40524 1.38827 1.34684 1.33076 0.0890544 1.2417 0.999434 0.0495709 0.242271 0.21581 0.949863 0.925253 0.606348 0.55344 0.0758771 0.318906 0.274812 0.220361 0.19588 0.136028 0.0379356 0.204822 0.185009 0.477562 0.342225 0.135337 0.321977 0.306213 0.282508
internal_count=3121 3035 3026 2927 2906 61 2845 2505 319 340 321 2186 1963 873 808 97 1090 1010 979 959 662 101 291 279 711 601 110 593 578 440
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=1 47 12 484 50 4 2 48 0 3 4 12 12 1 14 150 159 2 133 42 43 2 0 15 1 1446 13 3 2 2
split_gain=0.112246 0.110124 0.109002 0.0837509 0.079644 0.0855073 0.0800469 0.0745665 0.0699172 0.104097 0.0753367 0.0893322 0.0711025 0.0751894 0.0685515 0.0684535 0.0800273 0.0940057 0.0754056 0.0661275 0.0702572 0.065029 0.0501563 0.0585151 0.0501015 0.0500139 0.0499613 0.0570186 0.0658849 0.0866783
threshold=0.094090000000000021 0.086785000000000015 -0.040564999999999997 -0.0068949999999999992 0.11392500000000001 -0.17966999999999997 0.13404500000000005 0.12879500000000002 -0.060129999999999996 0.086245000000000016 0.40124500000000002 0.084100000000000022 0.08401500000000002 1.0000000180025095e-35 0.077685000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099515000000000006 -1.0000000180025095e-35 0.092620000000000022 -0.52440999999999993 0.090790000000000023 -0.10151999999999999 -0.055554999999999993 0.10089500000000001 0.091180000000000011 0.11596500000000001 -0.10831999999999999 0.097845000000000015 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=3 2 25 -1 5 -4 7 14 9 10 11 12 13 -5 21 -3 -17 18 -18 26 -21 24 -20 -24 -7 -2 27 -10 -29 -30
right_child=1 15 4 8 -6 6 -8 -9 19 -11 -12 -13 -14 -15 -16 16 17 -19 22 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012248107126797629 0.0011503237828651882 -0.0010816435342682659 -0.00099874032412387067 -0.0012219719564684161 -0.0012238377798154383 -0.00092574527916716308 0.0012249355024157057 -0.00067973951911633862 0.00046941355142003703 0.0001086521379763797 0.0012269247634237976 -0.0011574145473552406 0.001131273519415198 -4.4602367649562952e-05 -0.00074502088167035705 -0.00099201609963341705 -0.0012299760804006391 0.00064512639339121651 0.00047550699489338236 0.00071757569175759687 -0.001231185965653717 0.0007800100429406 -0.0011570512600524072 0.00017609778147333413 0.00027375181652730359 -0.00076127294503444513 0.0007252402296668779 -0.0010755914795626293 0.00095697373827223931 -0.00066955603287131664
leaf_weight=0.12933985144627547 0.25743123332722473 0.11878183583030477 0.079021612902579252 0.13359084820331235 0.059190826825215592 0.062753928650636004 0.12681588460691273 0.12598525604698807 0.22591001863474958 0.38949381385464221 0.030188067350536585 0.37720489564162563 0.044301547692157328 0.20324976051779231 0.080221831012750044 0.12551721687486861 0.096082463627681136 0.26223941642092541 0.16708198678679764 0.037398769054561853 0.10380083530253614 0.39693493588129058 0.089998428447870538 0.10721928591374297 0.29509811291791266 0.022084889467805624 0.19464560807682574 0.1134161026566286 0.091592599143041298 0.10394699448079336
leaf_count=397 246 22 91 155 43 57 72 12 32 51 5 1275 7 70 11 55 22 52 17 3 61 121 49 17 63 5 22 41 10 37
internal_value=0 0.000106127 0.00031231 -0.000273416 0.000155689 0.000225669 0.000314614 0.000194485 -0.000213353 -0.000406965 -0.000661653 -0.000736833 -0.000320596 -0.000511547 0.000326387 -0.000214908 -9.35221e-05 6.25436e-05 -0.000269303 4.85952e-05 -0.000715028 0.00044026 -1.59294e-05 -0.000432272 6.34047e-05 0.000999286 0.000196397 3.94343e-06 -0.000336411 9.23259e-05
internal_weight=0 2.47246 1.50554 2.17808 1.22602 1.16683 1.08781 0.960994 2.04874 1.17803 0.788535 0.758347 0.381142 0.336841 0.835009 0.966921 0.848139 0.722622 0.460382 0.870711 0.1412 0.754787 0.3643 0.197218 0.357852 0.279516 0.729511 0.534866 0.308956 0.19554
internal_count=3121 955 721 2166 470 427 336 264 1769 1563 1512 1507 232 225 252 234 212 157 105 206 64 241 83 66 120 251 142 120 88 47
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=1 47 13 52 484 1 15 42 4 151 49 474 0 2 44 4 48 128 50 376 474 13 42 149 4 52 159 16 160 156
split_gain=0.130591 0.101524 0.0818947 0.0744968 0.0697826 0.0652393 0.0784668 0.065081 0.062757 0.0872569 0.076771 0.0789485 0.0608138 0.0608053 0.0751988 0.0770038 0.101753 0.0923116 0.0874951 0.0577471 0.0619499 0.056599 0.0533763 0.0524251 0.0481096 0.0664843 0.0480755 0.0426645 0.03947 0.0379338
threshold=0.094385000000000011 0.092530000000000015 -0.061684999999999997 -0.38533999999999996 -0.0068949999999999992 0.12408500000000001 -0.11345499999999999 -1.0000000180025095e-35 -0.083854999999999985 -0.0071249999999999985 -0.047584999999999995 0.084660000000000027 -0.23091999999999999 0.14753000000000002 0.083555000000000018 -0.04890499999999999 0.12879500000000002 0.086435000000000012 0.11610000000000001 0.091135000000000008 0.086870000000000017 -0.50061499999999992 -0.085874999999999993 0.10096000000000001 -0.49405499999999997 0.11008000000000001 0.076905000000000015 0.013515000000000001 -1.0000000180025095e-35 0.11850000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 19 24 10 -10 -12 -11 14 15 -5 17 18 23 20 -6 -14 -4 29 25 -9 -23 -28 -26 -17
right_child=1 2 22 13 7 -7 -8 8 9 12 11 -13 21 -15 -16 16 -18 -19 -20 -21 -22 26 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0012988964283549788 -0.0012949719711656386 0.00052623934029350102 0.00021030893156907124 -0.0004252231578503249 -0.0012591041109719916 0.0010425789546829973 -0.0012078986778466575 -0.0013025466026365842 0.00055249777282528119 0.0010433790606739443 -0.0013044776633226762 0.00081122329276230682 0.00063447482672991456 0.0013009553928655041 -0.001279834370449339 0.0010208190142873682 -0.00074509395052738798 -0.0009018029826380568 -0.00083476905478217496 0.0007021694243793872 0.00096587280568902645 -0.0011167122325251872 -0.00089472661815519086 -0.00042503599935906516 -0.0002588598942901581 0.00038675925186858065 -0.00074554324894701718 0.00119786661184512 0.00065213482188350316 -0.00027595995203633837
leaf_weight=0.11070853435558126 0.043718383942177863 0.10284878424135968 0.096800905303098261 0.16385176392213896 0.21791053542074235 0.1140102055069292 0.075786466419231147 0.074144510304904543 0.24895457945967792 0.032098622090416029 0.095328992476425012 0.042708189947006758 0.042552436294499785 0.11949557032130553 0.046416702156420686 0.72855444805827552 0.095031230943277478 0.059276103449519724 0.053588123904773965 0.036392531124874949 0.023149497810663888 0.38002286922528528 0.29851334066188417 0.049066117848269641 0.1060296825999103 0.082096059100877028 0.0504109329849598 0.030211661040084437 0.31823951589831267 0.039782174964784645
leaf_count=397 105 18 14 112 665 33 47 36 71 10 81 35 6 92 9 358 10 12 22 6 21 657 96 6 52 15 64 6 56 9
internal_value=0 0.000166467 -0.000240253 0.000366503 -0.000302723 0.000278307 -0.000209473 -0.000240774 -0.000134535 -0.00034419 0.000123616 -0.000649888 -0.000682389 0.000420108 0.000334918 0.000397947 0.000529497 0.000659703 0.000765973 -0.000816207 -0.00104543 -0.000792475 -0.000624136 0.000870916 0.000198555 -0.000414907 -0.00092429 -1.72903e-05 0.000424467 0.000953676
internal_weight=0 2.08674 0.68796 1.39878 1.89096 0.292645 0.178635 1.78025 1.5028 0.922288 0.386992 0.138037 0.535297 1.35506 1.23557 1.18915 1.0253 0.930267 0.870991 0.277453 0.24106 0.503198 0.395314 0.817403 0.58051 0.156241 0.460645 0.0806226 0.424269 0.768337
internal_count=3121 943 208 735 2178 98 65 1781 1089 930 187 116 743 630 538 529 417 407 395 692 686 733 110 373 159 51 727 70 108 367
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=124 38 1366 1456 4 47 11 128 13 13 150 1456 41 3 51 16 48 1374 457 39 151 150 1 16 0 0 1 1 48 2
split_gain=0.0187443 0.0364999 0.0253939 0.0210019 0.0224102 0.0364091 0.0248015 0.0210522 0.0197893 0.0235755 0.0201096 0.0270672 0.0181046 0.0219781 0.0214123 0.0214686 0.0215045 0.0391465 0.0242994 0.0190292 0.0180283 0.0191523 0.0256971 0.0209167 0.0180179 0.0234186 0.0285281 0.0174572 0.0174385 0.0167835
threshold=-0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.080455000000000013 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.045534999999999992 -1.0000000180025095e-35 0.078475000000000017 -0.097604999999999983 0.081440000000000026 -0.071854999999999988 0.094275000000000012 -0.094929999999999987 -0.0029299999999999994 0.16946000000000003 -0.084129999999999996 0.12187000000000002 0.111945 -0.51370499999999997 0.15398500000000004 -0.060129999999999996 0.083135000000000014 0.098700000000000024 0.15557000000000001 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=1 27 -2 4 6 20 7 8 -4 -10 -11 -12 13 24 19 16 17 -16 -19 -15 -6 22 23 -22 25 26 -13 29 -17 -1
right_child=2 -3 3 -5 5 -7 -8 -9 9 10 11 12 -14 14 15 28 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017484736210044967 -0.0034138481257173854 -0.0034163569875631751 -0.0033181724740979752 -0.0035220412763222859 -0.0010277963100976876 -0.0028587199172935792 -0.0032758148875617924 -0.0035289519127044222 0.0023823776460460302 0.0021798479510373508 -0.0035240336945931289 -0.0035232552639500592 -0.0031974230769439135 -0.0013001976233666397 -0.0035382078183312784 -0.0024262034926793869 0.0034667666147502408 -0.0029956093602073698 0.0025362559540109725 0.0035379950972503956 0.0025588257079159388 -0.0011467273565852309 0.0032568278496604213 -0.00045505285712054734 -0.00043975893023276462 0.0027157636574955718 0.0025091168448570416 0.0033421805005072014 0.0014917163138036579 0.0019586327449627318
leaf_weight=0.023361171613942244 0.02983117714666117 0.018727705064520705 0.023599766369443054 0.022180632257004729 0.040440211902023293 0.031227381128701381 0.034424644197315502 0.02332816995703979 0.04655475718391211 0.041791917465161199 0.0314375502634896 0.019812405087577645 0.023909668452688493 0.270490967446678 0.024314807378686965 0.046587666974119202 0.037353954957325186 0.011761848691094201 0.059926826498212904 0.010454862378537655 0.04850069204258034 0.029460406869475264 0.093687968565973279 0.069184688949462725 0.07863913456822047 0.087445171346189121 0.019031776340852957 0.054336057492491818 0.020151229487964883 0.04287588221632177
leaf_count=28 56 26 7 258 26 18 125 189 18 34 256 74 48 1188 8 60 40 14 103 3 27 18 158 54 22 30 15 174 13 31
internal_value=0 0.00115399 -0.000205452 -0.00012862 -6.71019e-05 0.000746013 -0.00034602 -0.000230964 -0.000140798 -5.04174e-05 -0.000195044 -0.000328929 -0.000187431 -8.25171e-05 -0.000493618 0.00038607 0.00120145 0.000320041 0.00162865 -0.00112015 0.00114621 0.00151127 0.00188173 0.000787032 0.000882488 0.00170584 -0.000567684 0.00186387 -0.00124322 0.000651172
internal_weight=0 0.139301 1.27553 1.2457 1.22352 0.312501 0.911017 0.876592 0.853264 0.829665 0.78311 0.741318 0.70988 0.685971 0.481042 0.200096 0.133357 0.0960035 0.0716887 0.280946 0.281274 0.240834 0.211373 0.117685 0.204928 0.126289 0.0388442 0.120573 0.0667389 0.0662371
internal_count=3121 259 2862 2806 2548 301 2247 2122 1933 1926 1908 1874 1618 1570 1429 238 165 125 117 1191 283 257 239 81 141 119 89 233 73 59
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=12 132 4 2 13 133 14 42 47 11 1 1 4 1 51 42 0 13 157 52 2 51 48 12 48 15 4 0 159 12
split_gain=0.0953719 0.0860263 0.0778505 0.0843465 0.070849 0.142386 0.066081 0.0660483 0.0652745 0.0638539 0.0772711 0.0630766 0.0612774 0.0592207 0.0582011 0.0585691 0.0600417 0.0570498 0.054706 0.0545469 0.0648875 0.0481567 0.0507894 0.0617423 0.0540336 0.0477264 0.0494534 0.0474389 0.0436718 0.0425934
threshold=0.079890000000000017 0.080640000000000017 0.09173000000000002 0.083995000000000014 -0.0025349999999999995 -1.0000000180025095e-35 0.078400000000000011 -1.0000000180025095e-35 0.092710000000000015 0.080455000000000013 0.077845000000000011 0.14089500000000002 -0.04890499999999999 0.08592000000000001 -1.0000000180025095e-35 0.091735000000000025 -0.084044999999999995 -0.28558999999999996 -0.067349999999999979 0.10347000000000002 0.081685000000000021 -0.031924999999999995 0.086260000000000017 -1.0000000180025095e-35 0.092475000000000016 -0.11713499999999999 0.40473500000000007 -0.18901999999999997 -0.47522499999999995 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 4 3 28 5 -1 27 -5 12 10 14 -10 19 17 -9 16 -16 -4 -14 20 -6 -20 23 -23 -24 26 -15 -7 -2 -18
right_child=2 -3 13 7 8 6 -8 9 11 -11 -12 -13 18 25 15 -17 29 -19 21 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010126508510511175 0.00074612322728501309 0.00083093388206840113 0.0011687421806908765 -0.0011517632773710438 0.00056289152233562889 -0.00049441650385626662 -0.0010643340891342366 -0.0011544689537809198 -0.00091281591610495707 -0.0011517774800418362 0.00092028744605439665 0.00028859039622342047 0.00087477126370603313 -0.00090411527415290506 -0.00091174032017143577 -0.0011547513605978208 0.0005309306278616548 -0.0011542508359473583 -0.00064572155951313063 0.00037882371065651917 -0.0010041317301142201 -0.00043888665083747954 -0.00068621010520707485 0.00071724968550972688 0.00028962687474896973 0.00055663557894966651 0.00017892564894306248 0.00090268335008829455 -0.0011101475770397948 -0.0003873368778966749
leaf_weight=0.07930964935439988 0.017870736104669049 0.19455154580646183 0.016813794150948524 0.096152415952019621 0.042995312876883296 0.035147537055308931 0.027369278686819598 0.071680150664178766 0.210786650321097 0.073421104796580039 0.097578308610536624 0.079388040816411376 0.12661083208513502 0.077513604308478534 0.064583379302348587 0.0551558227653004 0.25855223963480933 0.081940969252172979 0.10947260636021416 0.083228508447064087 0.18453437843709253 0.077728635667882018 0.14207403446198441 0.28248170312144638 0.15832052871701308 0.26496526736445958 0.19712233567406656 0.36656413697710455 0.26089664430764947 0.089813473641697783
leaf_count=58 7 99 1 477 7 11 6 252 64 101 39 9 22 10 235 202 113 105 37 17 77 30 27 74 18 53 57 288 610 15
internal_value=0 0.000101605 -0.000259215 -0.000446393 3.0872e-05 0.000401405 0.000662774 -0.0002582 -9.49113e-05 -0.000137322 -2.0462e-05 -0.000584127 2.26574e-05 5.91342e-05 -0.000190524 -4.29162e-05 0.000105587 -0.000758743 0.000175004 -0.000416936 -0.000708018 5.99528e-05 0.000176894 0.000467771 -0.000171903 0.000208817 -0.000126753 0.000780445 -0.000991149 0.000294189
internal_weight=0 2.20056 1.72406 1.0857 2.00601 0.508391 0.429081 0.806937 1.49762 0.710784 0.637363 0.290175 1.20745 0.638356 0.539785 0.468105 0.412949 0.0987548 0.896688 0.310758 0.22753 0.770078 0.660605 0.36021 0.300395 0.539601 0.274636 0.401712 0.278767 0.348366
internal_count=3121 844 2277 2051 745 363 305 1434 382 957 856 73 309 226 817 565 363 106 208 101 84 186 149 104 45 120 67 299 617 128
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 2 50 52 133 1447 151 13 47 15 3 2 0 3 1 16 4 150 1 133 42 43 3 2 2 47 12 49 13 2
split_gain=0.0942028 0.0643004 0.0563531 0.056073 0.0515858 0.0549626 0.0550411 0.0514683 0.0619768 0.0859122 0.0606209 0.0575309 0.0472951 0.105034 0.0656688 0.0634202 0.0647906 0.0450847 0.042182 0.0376841 0.0373986 0.0405779 0.0390671 0.0316652 0.0514491 0.0306101 0.0301372 0.0294016 0.0343879 0.0330235
threshold=0.094385000000000011 0.14753000000000002 0.07826000000000001 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 -0.5225749999999999 -0.082904999999999993 0.093140000000000014 0.035560000000000008 0.12178000000000001 0.090790000000000023 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 -0.095094999999999985 0.053925000000000008 0.088040000000000021 0.11588000000000001 -0.085499999999999979 0.092620000000000022 -0.52440999999999993 0.013900000000000001 0.084055000000000005 0.083995000000000014 0.13495000000000004 0.10911500000000002 0.0034800000000000005 0.11596500000000001 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 -6 -7 -8 9 10 11 17 13 14 23 -16 19 26 -10 -17 22 -22 27 24 -1 -20 -9 28 29 -14
right_child=1 -3 -4 4 5 6 7 8 18 -11 -12 -13 20 -15 15 16 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013212145114074537 -0.0013216553603024391 0.0010285956953783872 -0.0013216770732858841 -0.0012004377981997085 -0.0009644593472049901 -0.0010800479799310148 0.00071508968135856746 0.0011875345836691014 -0.00092191304617300228 -0.00057398669165354571 -0.00036241812485358731 0.0011355935868605537 -0.00076450794903806644 0.00038360405543349987 0.00064263475666951914 0.000694193028199835 0.0013303777355360847 -0.00039553232338451034 0.0005700852242000097 -0.0010607839675458796 0.00071338631035261599 -0.0013279081454874418 -0.00039109216440932838 -0.0013212966899095019 0.0011554080501350228 -0.00045276501551573013 -0.00026889953364657936 0.0010382114397911473 0.00077565782677843306 0.0003170180240806064
leaf_weight=0.033914750307303509 0.048496034252821008 0.13338889490296413 0.087638489685559651 0.050041644564771448 0.072125589867937046 0.055040282546542252 0.33773895437843693 0.089215330535808546 0.13330383540596813 0.14636702779534971 0.1049906264670426 0.28309412026283098 0.084972949654911978 0.20739633997436613 0.092552729707676917 0.023892160268587759 0.026034280192106962 0.10402934189914959 0.096887609179248102 0.19669395897290087 0.023246616125106812 0.062663928962138016 0.16077219690851052 0.25995603789306188 0.025652488402556628 0.10743245610501617 0.034230277415190358 0.090996849765360821 0.11103289248421788 0.11663533226237632
leaf_count=110 119 112 445 27 43 16 177 70 47 90 16 144 26 38 46 13 4 23 32 176 3 63 46 1120 10 16 11 38 13 27
internal_value=0 0.000147102 -0.000292862 7.63971e-05 0.000118392 0.000160576 0.00021495 0.000264542 0.000126151 0.000334693 0.000550758 0.000738538 -0.000233403 -0.000435336 -0.000693187 -0.000288794 -0.000638344 0.0002444 -0.000344472 -0.000870699 3.55296e-05 -0.000775552 0.000158987 -0.00112245 -0.000254663 3.22657e-05 0.000783679 0.000378088 0.000185953 -0.000138819
internal_weight=0 1.79638 1.60405 1.66299 1.6145 1.56446 1.49233 1.43729 1.09955 0.761927 0.61556 0.510569 1.51641 0.866093 0.658696 0.339173 0.24662 0.227475 0.337624 0.220586 0.650321 0.0859105 0.56441 0.319523 0.0595672 0.20432 0.123446 0.403638 0.312641 0.201608
internal_count=3121 943 2178 831 712 685 642 626 449 354 264 248 1733 1517 1479 239 193 104 95 189 216 66 150 1240 120 48 81 104 66 53
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=1 47 52 13 50 44 146 1446 12 1 15 0 3 1 4 16 1375 50 4 42 43 52 52 43 156 42 43 43 2 2
split_gain=0.124211 0.101957 0.10851 0.105467 0.0944618 0.0867682 0.0874043 0.0815223 0.0900856 0.0786728 0.105973 0.0746669 0.153836 0.103163 0.0952727 0.0835381 0.0673664 0.0928933 0.0750854 0.0662609 0.0786555 0.0653762 0.0676203 0.065035 0.0657148 0.0642603 0.063824 0.0826721 0.060172 0.08043
threshold=0.094385000000000011 0.092530000000000015 -0.24456499999999998 -0.061684999999999997 0.07826000000000001 0.083555000000000018 0.12035500000000002 0.090050000000000005 -0.040564999999999997 0.12408500000000001 -0.11345499999999999 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.053925000000000008 -0.095094999999999985 -0.43996499999999994 0.10965000000000001 -0.17966999999999997 0.092620000000000022 -0.52440999999999993 -0.080114999999999978 -0.091869999999999993 -0.25681499999999996 0.11815500000000002 -0.085874999999999993 -0.083684999999999996 0.070450000000000013 0.084055000000000005 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=4 2 -2 9 11 6 7 8 -4 10 -3 12 13 28 15 -15 -10 18 -18 26 -21 22 -17 -20 -25 -5 -13 -28 29 -1
right_child=1 3 5 25 -6 -7 -8 -9 16 -11 -12 19 -14 14 -16 21 17 -19 23 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0014906693027619501 -0.0010294082033090915 0.00067959563834884119 0.0014312601955420181 0.00021549647113427927 -0.0014912394440913259 -0.0011295306813228184 -0.0013933662673538006 -0.0012788515593023201 -0.00090051294761668056 0.0011949086391920894 -0.0013904946309597919 0.00075187998755062396 0.00042433567296829391 0.00067799419554841059 0.001089861222644215 -0.0012347539691885199 -0.0010428476702497305 -0.0011283494261893304 -0.00098389498432884209 0.0010389651147902647 -0.0015069765133704073 -0.0014343293437470591 0.0010877817351168703 0.00097240828542373469 -0.0005907553316210158 -0.0010170788076958349 -0.0010401104262685106 0.000308037447435784 -0.0014909048955814011 0.0014134452026345605
leaf_weight=0.044438051962061298 0.11609960535497532 0.12679206288885325 0.27458719976129908 0.12472153213457204 0.14315014948078886 0.072603709326358623 0.050333143444731721 0.049416063935495802 0.072936998883960436 0.14452705148141831 0.096336735092336312 0.32333183985610958 0.31888851546682417 0.089364345476496965 0.090683756629005075 0.053258275387634058 0.052691861346829016 0.066448458361264673 0.044133445422630091 0.035991460783407092 0.10590458666410996 0.21101128305235761 0.057938976271543652 0.86384662133787216 0.063940756896045059 0.37563320226036001 0.14527449037996132 0.32811208517523482 0.40298622571935994 0.040215355911641382
leaf_count=110 116 18 244 14 445 12 4 15 4 33 47 51 38 27 23 47 13 37 8 3 63 127 15 275 7 96 61 38 1120 10
internal_value=0 0.00015071 0.000359786 -0.000265277 -0.00031937 0.000459904 0.00053492 0.000600146 0.00066469 0.000339742 -0.000214174 -0.000244727 -0.000474389 -0.000763907 -0.000290637 -0.000594809 0.000483857 0.000576401 0.000686958 7.55094e-05 -0.000861207 -0.00094782 -2.46041e-05 0.000780738 0.000864679 -0.000709839 0.000242339 -0.000105687 -0.00125136 -0.000111044
internal_weight=0 2.59505 1.72704 0.868011 2.39055 1.61094 1.53833 1.488 1.43859 0.367656 0.223129 2.2474 1.30878 0.989896 0.502257 0.411573 1.164 1.09106 1.02461 0.938614 0.141896 0.322209 0.111197 0.971921 0.927787 0.500355 0.796718 0.473387 0.48764 0.0846534
internal_count=3121 943 735 208 2178 619 607 603 588 98 65 1733 1517 1479 239 216 344 340 303 216 66 189 62 290 282 110 150 99 1240 120
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=1 52 50 47 15 48 1 13 1 15 50 42 484 46 376 474 1374 42 43 1 49 150 43 0 148 3 1 474 43 52
split_gain=0.120244 0.0869124 0.0842971 0.0782307 0.0908828 0.101974 0.0893374 0.0804455 0.0823343 0.0855927 0.0796928 0.07217 0.0741254 0.0721224 0.0707763 0.0735167 0.0697172 0.0870577 0.125015 0.0752311 0.0697476 0.0785712 0.0633553 0.0613448 0.0530265 0.0514506 0.0516183 0.0469874 0.0965084 0.0416963
threshold=0.094385000000000011 -0.43320999999999993 0.07826000000000001 0.093140000000000014 0.035560000000000008 0.12879500000000002 0.11146500000000002 -0.055129999999999992 0.12408500000000001 -0.11345499999999999 0.11843500000000001 -1.0000000180025095e-35 -0.0068949999999999992 0.089105000000000018 0.091135000000000008 0.086870000000000017 -0.094929999999999987 0.084050000000000014 -0.50216499999999986 0.080000000000000016 -0.086009999999999989 0.083095000000000016 -0.083684999999999996 -0.10324499999999999 -0.08224999999999999 -0.10023499999999998 0.14089500000000002 0.084660000000000027 0.05259500000000001 0.13796000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 8 9 -5 13 14 -13 24 15 -1 -14 20 -19 -20 -18 22 -22 -8 -3 -9 -27 28 -24 -26
right_child=1 3 -4 7 6 -7 23 25 -10 -11 -12 12 16 -15 -16 -17 17 18 19 -21 21 -23 27 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0011673335706523309 -0.0011982454100420367 -0.00031541725867075167 -0.0011980018937156828 0.00054496137645647304 -0.00098359786953786175 -0.00064496218963590074 0.0011185629700309885 0.00044927272999146367 0.0010954882293771329 -0.0011062259344682039 -0.00056491306109213916 -0.001201486521789828 -0.001212647227093478 -0.00077132375630168391 0.00066130830347802796 0.00096150818375462634 -0.00064806604310694931 0.00063799033655502491 -0.0010801573681756978 6.9559568985207002e-05 0.00079900544876523221 0.001054453009431802 -0.00070762518919972601 -0.00037120502400746246 0.0008963792994533202 -0.0009575288834869375 6.8402467897822768e-05 0.00074853674739763809 0.0002829970973277831 0.00010571944758713001
leaf_weight=0.2399695464155237 0.067666258146346414 0.064426614786498471 0.12697810204190307 0.1017831148346886 0.13487904504290771 0.10681287571787823 0.075569048407487571 0.069974019890651107 0.11916992477199528 0.080159034419921227 0.081068442159448639 0.083679106808632109 0.070561550543062235 0.047666531056165584 0.044856604072265327 0.025647834638220957 0.1268506133928895 0.12406519724754628 0.27433892701810669 0.11553124967394979 0.1689674304361688 0.16205440483463462 0.24998847971437299 0.0826753300789278 0.82910160180836101 0.25293153741949925 0.096884752507321537 0.097060700238216668 0.32066639844560996 0.1076420883910032
leaf_count=580 119 15 445 17 82 10 14 6 32 37 22 227 35 8 6 19 27 15 509 99 36 27 91 29 425 84 12 30 32 31
internal_value=0 0.000136346 -0.000252322 0.000176469 0.000329425 0.000471243 -0.000268923 -0.000148122 0.000323279 -0.000182509 0.000576761 -0.000195256 -0.000103172 0.000665005 -0.000727275 -0.000961774 -4.94284e-05 6.34075e-07 -0.000406939 -0.000739459 0.000186729 0.000292757 0.000145227 0.000340228 0.00073339 -0.000486254 -0.000673388 -2.02137e-05 -0.000150968 0.000805524
internal_weight=0 2.31841 2.23122 2.25074 1.52984 1.23672 0.293123 0.720902 0.301112 0.181942 1.12991 2.10424 1.79376 1.04884 0.310474 0.265617 1.71008 1.63952 0.513935 0.38987 1.12559 0.998737 0.836683 0.158244 1.00117 0.41979 0.349816 0.667716 0.570655 0.936744
internal_count=3121 943 2178 824 636 511 125 188 86 54 501 1733 1128 479 605 599 901 866 623 608 243 216 189 43 471 102 96 153 123 456
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=1 47 52 484 3 43 44 12 50 4 48 2 47 42 160 42 43 40 401 376 474 160 16 4 3 43 3 1446 0 52
split_gain=0.14513 0.107605 0.097259 0.0930928 0.0908557 0.0912361 0.0847156 0.0926578 0.0960437 0.0870648 0.0944517 0.0985418 0.0740642 0.0731752 0.0794626 0.0780843 0.0917972 0.0720064 0.0697342 0.0686934 0.0822946 0.0622113 0.0647176 0.0789507 0.0929466 0.0731487 0.0955993 0.0596228 0.0542462 0.0731346
threshold=0.094090000000000021 0.092530000000000015 -0.38533999999999996 -0.0068949999999999992 0.16158000000000003 -0.074359999999999996 0.083555000000000018 -0.040564999999999997 0.10727500000000002 -0.17966999999999997 0.12879500000000002 0.090790000000000023 0.13206500000000002 -1.0000000180025095e-35 -0.091944999999999985 0.084050000000000014 -0.11720999999999999 -0.081239999999999993 0.082755000000000009 0.091135000000000008 0.086870000000000017 0.086870000000000017 0.22339500000000004 -0.080924999999999983 0.086245000000000016 0.093175000000000022 -0.097604999999999983 0.089705000000000021 -0.074229999999999977 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 27 9 -9 11 -11 -3 19 18 21 -17 -18 -15 20 -5 22 23 -16 25 26 -25 -4 -7 -30
right_child=1 4 6 13 -6 28 -8 8 -10 10 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0013016060153308918 -0.0012960988732941086 0.00054538101574652003 0.0012341657813183856 -0.001256835778443572 0.0009099948059459929 -0.001058325055887226 -0.0010030412626548016 -0.000990898831343681 -0.0010390956844887043 0.00017678435577127128 -0.00045228747637799012 0.0009775261525133928 -0.0006308428058442229 -0.0012991546213992323 0.00098406127501849522 0.00021831698381553875 0.0010114813742466994 -0.0010787388632885872 0.0012620546689864809 0.00056650084307151066 0.0010276899865819429 -0.0004145180659809727 -0.00048616658912192025 0.00090730876540820221 0.00084506932425444214 -0.0013477122776925066 -0.000667525894350934 -0.00080467899464104755 -0.001164253423271768 0.00060171070539221402
leaf_weight=0.14520651445491273 0.060109395228210016 0.24290776453563012 0.29098098387476046 0.26341155105183212 0.10691270185634494 0.30663651280337945 0.071339312853524572 0.0732290368468963 0.085363219324790296 0.47926694771740563 0.16325639456044894 0.55513862837688066 0.14195227681193501 0.1469627222832065 0.27661460076342337 0.20163235993823059 0.030353033449501132 0.30222770793625342 0.020241803547833115 0.053482410497963428 0.029327671894861851 0.28179908532183617 0.15631819632835686 0.119928827683907 0.19505574076902121 0.081048583437222987 0.13960969528852574 0.026163045316934586 0.067151442519389093 0.094449860000167862
leaf_count=397 105 55 245 665 25 72 12 15 49 115 19 180 12 236 32 38 8 548 4 6 21 46 32 22 17 7 87 6 20 25
internal_value=0 0.000135716 0.00032185 -0.000297022 -0.00021422 -0.00035511 0.000377591 0.000436449 0.000289243 0.000378465 0.000462193 0.000606522 0.000111541 -0.000233545 -0.000136316 -5.64166e-05 -0.000470418 -0.000887975 -0.000989094 -0.00078166 -0.00102796 0.000120462 0.00027611 0.00042281 0.000132971 -0.000274851 6.01814e-05 0.00106597 -0.000738665 -0.000132114
internal_weight=0 2.76486 1.80485 2.44322 0.960011 0.853098 1.74474 1.6734 1.35625 1.27089 1.19766 1.03441 0.38486 2.29801 1.95179 1.78459 0.534213 0.332581 0.167205 0.346222 0.292739 1.25037 0.968576 0.812257 0.535643 0.340587 0.259539 0.317144 0.468238 0.161601
internal_count=3121 955 746 2166 209 184 641 629 378 329 314 295 67 1769 1077 837 594 556 240 692 686 243 197 165 133 116 109 251 117 45
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=1 47 13 146 42 52 48 44 128 1446 484 148 4 474 50 1 15 50 1374 0 15 42 43 42 52 133 4 49 3 43
split_gain=0.0194538 0.0243598 0.0274365 0.0247887 0.0247263 0.0244943 0.0270946 0.0299664 0.0256938 0.0272765 0.0234331 0.0229952 0.0274522 0.0248473 0.0241148 0.0223458 0.0308323 0.0197291 0.0204823 0.0300991 0.0268854 0.0170232 0.0185795 0.0267176 0.0253436 0.0203412 0.0249103 0.021718 0.0207742 0.0212839
threshold=0.094385000000000011 0.092530000000000015 -0.061684999999999997 0.12035500000000002 -0.085874999999999993 -0.38533999999999996 0.12879500000000002 0.083555000000000018 0.086435000000000012 0.090050000000000005 -0.0068949999999999992 -0.080634999999999984 -0.17966999999999997 -1.0000000180025095e-35 0.11610000000000001 0.12408500000000001 -0.11345499999999999 0.07826000000000001 -0.094929999999999987 -0.23001499999999997 -0.098289999999999975 -0.093284999999999993 -0.20207499999999998 0.085505000000000012 0.11434500000000002 0.10622000000000002 -0.14723499999999998 -0.084934999999999997 0.090900000000000009 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=10 3 15 5 -4 -2 7 8 9 11 -1 -7 -13 -14 -15 16 -3 18 -12 -20 -21 -22 -23 24 25 26 -24 -28 29 -29
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 17 12 13 14 -16 -17 -18 -19 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0037418289704909315 -0.0037366595584697798 0.0015348589082799903 0.00090564201902548042 -0.0034787562570938765 -0.0024450610840771859 -0.00090599944502168107 -0.0013549066660693402 -0.0028811840512939792 -0.0018157163337976586 -0.0032730078280506351 -0.0037527076230599418 -0.0029286995532507958 -0.0019420338967632467 0.0031138559239645741 -0.0011126062394129575 0.0029251639414937152 -0.0035211436568642887 -0.0037384133961312739 0.0022760867725807005 -0.0032449453092402865 -0.0030441882527638456 0.0016831233923548402 0.0018662147584666475 -0.0023552765412424514 -0.0037509635814857141 -0.0037488921772957221 -0.0037450846894187019 0.00020958216144594723 0.0027843222797947942 -0.0037770402002713539
leaf_weight=0.03029257109574246 0.015053803035243618 0.042196722424705513 0.041467530012596399 0.018228211323730648 0.11838170200826426 0.032555254743783735 0.055525494099128991 0.021488829283043742 0.027903806972972234 0.013719143822527258 0.022651170811514021 0.013044982515566517 0.01597878139000386 0.28514339360071972 0.020155146896286169 0.04354165985569125 0.027964350963884499 0.023610147764429712 0.064613150498189498 0.043210673615249107 0.027424899637935596 0.075543475250015035 0.12552984754438512 0.074588846652204666 0.022198708948053536 0.015871978930135811 0.022330731291731354 0.10334284920463688 0.033836287882877514 0.022792540060436295
leaf_count=397 105 18 14 4 96 22 24 12 31 15 35 20 5 466 31 33 47 311 26 160 153 53 54 497 35 49 24 312 11 61
internal_value=0 0.000323259 -0.000578427 0.000798701 -0.00157583 0.000954465 0.00109992 0.00141691 0.00164301 0.00189659 -0.000528561 0.00208991 0.00238164 0.00259726 0.00283483 0.00082378 -0.00048033 -0.000384898 -0.00026382 -0.000138635 -0.000413967 -0.000180275 -2.19349e-05 -0.000328257 0.000108839 0.000373534 0.000586088 -0.000295382 0.000186168 -0.000510797
internal_weight=0 0.792349 0.273552 0.518797 0.159849 0.500569 0.485515 0.429989 0.408501 0.380597 0.707838 0.366878 0.334322 0.321277 0.305299 0.113703 0.0701611 0.677545 0.653935 0.631284 0.566671 0.52346 0.496035 0.420492 0.345903 0.323704 0.307832 0.182302 0.159972 0.126135
internal_count=3121 943 208 735 110 731 626 602 590 559 2178 544 522 502 497 98 65 1781 1470 1435 1409 1249 1096 1043 546 511 462 408 384 373
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=124 38 3 3 39 0 4 2 457 2 132 48 42 43 16 47 13 13 2 14 4 0 48 2 49 42 1 41 0 52
split_gain=0.112428 0.112092 0.0928825 0.0908676 0.0942699 0.108827 0.114733 0.0740288 0.112123 0.0751307 0.0630697 0.0663933 0.062678 0.0744364 0.0592004 0.0573088 0.0698217 0.0969706 0.0989267 0.0623378 0.0515745 0.0483888 0.0479243 0.07377 0.0474871 0.038314 0.0317351 0.0433773 0.0386514 0.0674828
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 -0.12018999999999998 0.16946000000000003 -0.10151999999999999 0.25615500000000008 0.11215000000000001 -0.0029299999999999994 0.098035000000000011 0.081240000000000021 -0.064549999999999982 -1.0000000180025095e-35 -0.12152999999999999 -0.29154999999999992 0.13082500000000002 -0.084034999999999985 -0.084319999999999992 0.097845000000000015 0.018475000000000002 0.50822500000000004 -0.036484999999999997 0.12230500000000001 0.11704500000000001 0.082865000000000008 -0.088934999999999986 0.11866500000000001 0.075585000000000013 0.10455500000000001 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=1 25 3 10 5 7 12 8 -5 14 11 -2 -7 -14 -10 16 17 18 -15 -18 24 -12 23 -9 26 -1 27 28 -13 -30
right_child=2 -3 -4 4 -6 6 -8 22 9 -11 21 20 13 15 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011415787880165228 0.0012200015423010945 -0.0014356304946363436 0.0012028036942476961 -0.0011853210189295426 0.0015058830426474519 -0.0014357872041183631 0.0011961564628152103 -0.00096653438267221131 -0.0010842196201229822 0.0011085650701180248 -0.00014486883587113892 0.0003925308374045289 0.00047175271124853731 -0.0014816901655227675 0.00024806859429278241 0.00014994927865305028 -0.0014889386371312772 0.0011391277474088186 0.00011545612593650806 0.0015027295846666798 0.0012414039581277274 0.0014482788808410057 -0.0013262516430506211 0.00076308117999976551 0.00070343575806729359 0.0011321714202596072 0.00037879473478952849 -0.0013534791373764766 -0.001504865340753342 0.00024291352933075402
leaf_weight=0.065728933208447415 0.088291329506319016 0.050542002318252344 0.10846333490917448 0.12438655699224899 0.060660505361738504 0.24711472959825309 0.069601328614225966 0.12566286217770528 0.084044263341638614 0.20558494896249613 0.061012929611024447 0.1097542448696921 0.12511546864698286 0.19993228057865053 0.59562155728781496 0.13404336185340071 0.36294088978138039 0.068230074568419896 0.14981193869243725 0.016061485046520829 0.053906536442809738 0.13582016315194778 0.14051541977096349 0.096097525005461648 0.092823657912958879 0.31794741717385466 0.085002106265164912 0.12472673451702576 0.10702847204811405 0.089643148006871343
leaf_count=25 23 26 99 39 23 673 52 27 40 70 40 53 32 478 114 27 731 23 42 2 22 29 23 31 28 208 14 46 74 7
internal_value=0 0.000644625 -0.000152907 -0.000192083 -0.000326491 -0.000366987 -0.000662785 -7.09864e-05 0.00013579 0.000321419 0.000205668 9.46271e-06 -0.000762064 -0.000604426 8.33241e-05 -0.000749048 -0.000900251 -0.000481413 -0.000797557 -0.00136216 -0.000151772 0.000954446 -0.000647258 -0.000217024 -0.000275095 0.000918658 -0.000451071 -0.00061468 -0.000313962 -0.000708226
internal_weight=0 0.434218 3.8619 3.75343 2.80543 2.74476 1.37285 1.37191 1.00964 0.885251 0.948009 0.751176 1.30325 1.05614 0.679666 0.93102 0.796977 0.417974 0.349744 0.379002 0.662885 0.196833 0.362276 0.22176 0.608978 0.383676 0.516155 0.431153 0.306426 0.196672
internal_count=3121 259 2862 2763 2427 2404 2060 344 263 224 336 267 2008 1335 154 1303 1276 543 520 733 244 69 81 58 222 233 194 180 134 81
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 50 52 1446 12 151 38 0 3 12 15 4 42 2 4 48 48 50 51 4 52 43 3 2 1 4 47 49 16 159
split_gain=0.134894 0.0990557 0.0972351 0.0840234 0.0929746 0.0843457 0.0836931 0.0751595 0.108291 0.0848036 0.114315 0.0868872 0.0814312 0.069788 0.0737665 0.0661786 0.0637945 0.0915639 0.099038 0.0567281 0.108994 0.0550587 0.0534045 0.0516905 0.0766064 0.0445995 0.0441582 0.0426888 0.0495758 0.0410206
threshold=0.094385000000000011 0.07826000000000001 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 -0.40381499999999992 0.10386000000000002 -0.060129999999999996 0.090900000000000009 0.084100000000000022 -0.0063699999999999989 0.40124500000000002 0.092620000000000022 0.090790000000000023 -0.17966999999999997 0.087555000000000008 0.11951500000000001 0.10616500000000001 -0.076794999999999988 -0.49405499999999997 0.10347000000000002 -0.08595499999999999 -0.116045 -1.0000000180025095e-35 0.10781 -0.52556499999999995 0.13206500000000002 -0.047584999999999995 -0.090344999999999995 -0.46766499999999994
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -4 8 9 10 27 -11 19 15 -15 23 17 18 -16 20 -9 -21 -23 -7 29 -14 -26 28 -1 -25
right_child=2 -3 3 -5 5 13 -8 12 -10 11 -12 -13 25 14 16 -17 -18 -19 -20 21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.00035254692335921507 -0.0014606162182488828 -0.0014603704750905213 0.0011685734470948019 -0.0013842354411311888 -0.0013111490709655372 0.00052841554907348477 -0.00039670479956836876 -0.0014744734430974474 0.00026233429272273968 -0.0013692080262296623 0.0003730244925602644 0.0014665900938731038 0.00021618920596390366 -0.00054634079389381113 -0.00029152274643691185 -0.0013582422089565933 -0.00013472725298258959 -0.0008367441086993729 0.0012233671905849607 0.00094409999349200373 0.00066961942863238662 0.00058456202313915092 -0.0004605191602393448 0.00052538620412928723 0.00041099085768771558 -0.0014744508365867558 -0.00057471791926819854 -0.0014693977115012098 -0.0011975859471268387 -0.0014653455255477918
leaf_weight=0.087351137684891 0.077922801567183675 0.15388282724597946 0.34868309614103132 0.069906021395581663 0.085485802206678119 0.26797302177874371 0.091537834610790014 0.10682218227157136 0.31630514675634924 0.40310437096923124 0.25752894328616116 0.024316318333148956 0.048475398682057858 0.14343875256599958 0.11103690415620937 0.083781825291225687 0.20600184088107198 0.066662969766184688 0.52327216348203109 0.25831397643196397 0.095145886356476694 0.21834486193256453 0.1978064681898104 0.026519826162257232 0.28113586856488837 0.10455009760335088 0.14685389072110411 0.15774637095455546 0.08781461235776078 0.1280585689382846
leaf_count=13 119 445 259 29 19 39 17 42 38 1186 121 4 5 25 21 10 32 14 185 37 7 21 43 15 54 61 18 121 34 87
internal_value=0 -0.000327772 0.000142799 0.00019122 0.00023509 0.000105801 0.000843096 -0.000254035 -0.000482242 -0.000713623 -0.000355832 -0.00120788 4.17186e-05 0.000166832 0.000424484 -0.000122834 0.000578021 0.000787484 0.000958183 0.000212933 -0.000464405 0.000415761 8.78105e-05 -1.14172e-06 -0.00024473 -0.00093889 7.27698e-05 -0.000919649 -0.00042457 -0.00112381
internal_weight=0 2.51751 2.65827 2.58035 2.51044 2.07022 0.440221 2.36363 1.33417 1.01786 0.590441 0.427421 1.02946 1.98474 1.05041 0.934323 0.906974 0.700972 0.634309 0.876433 0.201968 0.674465 0.416151 0.850541 0.582568 0.153025 0.42799 0.332912 0.175166 0.154578
internal_count=3121 2178 943 824 795 519 276 1733 1517 1479 289 1190 216 500 277 223 252 220 206 150 49 101 64 213 174 66 72 168 47 102
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=4 12 151 132 133 13 3 0 448 49 1373 51 151 160 15 3 41 42 52 43 52 3 15 13 13 0 3 1429 34 142
split_gain=0.134725 0.108797 0.102609 0.0935413 0.0824528 0.0905816 0.0812531 0.0767218 0.0971926 0.0712673 0.0649271 0.0634856 0.0631912 0.0741144 0.0618982 0.0736965 0.0769821 0.0607047 0.066898 0.0580808 0.0514343 0.0528853 0.0604511 0.0488498 0.0728064 0.0521125 0.0514472 0.0405348 0.0479367 0.0525544
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 0.081465000000000024 -0.0084449999999999994 -1.0000000180025095e-35 0.14121000000000003 -0.17169499999999996 -0.081729999999999983 -0.10069499999999999 0.084345000000000017 0.11144500000000002 -0.086944999999999981 -0.087429999999999994 0.19724500000000003 -0.097604999999999983 0.078065000000000009 0.094725000000000018 -0.15275999999999998 0.084740000000000024 -0.085984999999999992 -0.0087149999999999988 -0.095869999999999983 -0.084034999999999985 -0.084319999999999992 -0.11437499999999999 0.10732000000000001 -1.0000000180025095e-35 -0.11726499999999999 -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 3 -2 4 -1 7 14 -6 -9 -7 12 27 -11 -14 15 16 17 18 -3 -20 -15 -22 -23 24 25 -17 -27 -4 -29 -30
right_child=2 6 11 -5 5 9 -8 8 -10 10 -12 -13 13 20 -16 23 -18 -19 19 -21 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0010796501857479844 -0.0012830332277321832 -0.0014025425946318823 -0.00057931425955232857 0.00095110378847826414 -0.0014238138917255574 -0.0014114448370587849 0.00034896292122842603 -0.0012723298291461517 0.0010942773525055029 0.00095596315212607497 -0.0011549511051027312 -0.00058839157598082831 -0.0014064346987400251 -0.00065985182887958881 0.00050841344649617476 6.2229414594959942e-07 -0.0014077672907977787 -0.0012071611062357526 0.00054720874653509425 -0.00068675513605819633 -0.00039305325846486369 -0.00035907886923018163 0.00068611592154383207 -0.0012092513604055873 0.00094033899401967883 -0.0014040425995192635 0.0012035268790726828 -0.00022915864285203794 -0.00057990746614712118 0.0010751252329601973
leaf_weight=0.1433032161658051 0.06249634234700352 0.051577951940998901 0.043821811123052612 0.19891419245686837 0.032434828579425812 0.08167072023206845 0.22900504211429495 0.038313889876008034 0.30418312598340014 0.12866389262489941 0.098259655758738407 0.080982651947124396 0.076988823828286979 0.17719558555108916 0.10273066154331889 0.10830298588552978 0.099877966196800116 0.080077436534338631 0.34850821893269301 0.09523610670294147 0.22759318418684371 0.14779298380017236 0.40822076695622123 0.44761593201110361 0.056580614877020707 0.18936807278078049 0.016098223422886804 0.076154857299115974 0.040565258706919849 0.51865592766262114
leaf_count=62 15 96 5 51 2 22 22 4 170 21 14 16 37 70 18 23 63 17 151 15 36 27 47 1265 22 523 3 13 7 284
internal_value=0 -0.000181992 0.000441757 3.82839e-05 -5.9094e-05 2.58694e-05 -0.000431062 0.0006346 0.000829534 -0.000143646 -6.17756e-05 0.000583557 3.03111e-05 -8.44499e-05 -0.000542987 -0.00061532 -0.000272938 -7.59538e-05 0.000106926 0.000282376 2.14803e-05 0.000175549 0.000408295 -0.000897976 -0.00052176 -0.000785414 -0.00119974 0.000723291 0.000813132 0.000955071
internal_weight=0 3.88851 0.822677 2.06353 1.86462 1.72132 1.82498 0.374932 0.342497 1.34639 1.26471 0.760181 1.16646 1.03779 1.59597 1.49324 0.675278 0.5754 0.495322 0.443744 0.960803 0.783607 0.556014 0.817966 0.37035 0.313769 0.205466 0.679198 0.635376 0.559221
internal_count=3121 2781 340 563 512 450 2218 176 174 274 252 325 238 217 2196 2178 342 279 262 166 180 110 74 1836 571 549 526 309 304 291
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=124 38 1366 1456 4 47 11 1 1 16 1 128 155 13 13 41 3 0 39 3 49 3 4 43 13 1 16 0 474 1
split_gain=0.0206456 0.0370499 0.0253729 0.021814 0.0242014 0.0339495 0.0253521 0.023131 0.0218775 0.0310695 0.0257494 0.0214506 0.020448 0.0204069 0.0260693 0.0193496 0.0224284 0.0274112 0.0248938 0.0226456 0.0214842 0.0207164 0.0242548 0.0197469 0.0312799 0.0265157 0.0242896 0.023963 0.0231813 0.0178138
threshold=-0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.080455000000000013 0.08592000000000001 0.10672000000000002 -0.52595999999999987 0.111945 1.0000000180025095e-35 0.088610000000000008 -0.53104499999999988 -0.47860499999999995 0.078475000000000017 -0.12018999999999998 -0.11013499999999998 0.16946000000000003 0.048265000000000009 0.0034800000000000005 0.090900000000000009 0.033845000000000007 -0.074359999999999996 0.17001000000000002 0.095285000000000022 0.033715000000000009 -0.08824499999999999 0.083260000000000015 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=1 29 -2 4 6 7 11 -6 -9 -10 -11 12 13 -4 -15 16 20 19 23 -18 -16 -21 -23 24 27 -25 -27 -19 -29 -1
right_child=2 -3 3 -5 5 -7 -8 8 9 10 -12 -13 -14 14 15 -17 17 18 -20 21 -22 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.00062514589904825676 -0.0030702949541405377 -0.003072885167951807 -0.0029702129777184 -0.0031913767360153187 -0.003191937185131802 -0.0024040893634848189 -0.0029329805998469724 0.0029598267646975237 -0.00079667502831766576 2.754602109708686e-05 0.002706986152215277 -0.0031973847203986159 -0.0031948454208397185 0.0023253502579714124 0.00033623202569825288 -0.0028342588296883043 0.0026240852597838832 -0.0031905121107805114 0.0032031135687382315 -0.0012595012772899884 0.0029439732054478518 0.0014005092233202571 -0.0013808022374765016 -0.0031949815942702328 -0.0032008783615735093 0.00081701250432018803 -0.0025865537994769591 0.0013570125487935916 -0.0031892470665818642 0.003003403754709341
leaf_weight=0.072931627844809666 0.030409311197672317 0.019226003489166033 0.024059260729699994 0.023183024696209142 0.01283503687591292 0.033064193587051705 0.036455283873237931 0.056673355909879319 0.084369593781957519 0.061404887608659919 0.089751738555150951 0.024036149506628135 0.02184425375162391 0.046657612230773915 0.12877862330788015 0.025939323541933845 0.040424663471639755 0.01697341718363532 0.01428845670670853 0.082203538635440054 0.042787577251147013 0.12540093595634971 0.042736987437820062 0.079892107990419015 0.031020449253446714 0.049443013715062989 0.03746836397840525 0.10475361910357572 0.012794257762834604 0.057071077867931308
leaf_count=59 56 26 7 258 35 18 125 34 50 19 145 189 111 17 65 52 30 126 13 36 17 73 19 832 50 58 48 255 124 174
internal_value=0 0.00105825 -0.000190167 -0.000125255 -7.16506e-05 0.000664653 -0.000323628 0.000997289 0.0011813 0.000753347 0.00161851 -0.000223655 -0.000146588 -7.30622e-05 6.00565e-06 -0.000123608 -3.66915e-05 -0.000312123 -0.000917693 0.000409801 0.000986587 5.22422e-05 0.000693561 -0.00109486 -0.000314716 -0.0018691 -0.000650299 0.000350829 0.000862184 0.0016692
internal_weight=0 0.149229 1.37965 1.34924 1.32606 0.338099 0.987958 0.305035 0.2922 0.235526 0.151157 0.951503 0.927466 0.905622 0.881563 0.834905 0.808966 0.6374 0.346634 0.290766 0.171566 0.250341 0.168138 0.332345 0.165542 0.166803 0.0869114 0.134521 0.117548 0.130003
internal_count=3121 259 2862 2806 2548 301 2247 283 248 214 164 2122 1933 1822 1815 1798 1746 1664 1506 158 82 128 92 1493 555 938 106 505 379 233
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=31 45 14 3 124 151 1348 484 51 15 155 1366 0 0 15 132 16 52 52 0 3 42 0 52 1 52 15 151 42 474
split_gain=0.0194752 0.0194634 0.0261317 0.0210213 0.020714 0.0243789 0.0238952 0.0227364 0.0279932 0.0207752 0.0195127 0.0198312 0.0201384 0.0460513 0.0241215 0.0301605 0.0224228 0.0205654 0.0442833 0.0353625 0.0247634 0.0191911 0.0189743 0.0182915 0.0231522 0.0203601 0.0226075 0.0181619 0.0236159 0.0178767
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.30112000000000005 -0.043384999999999993 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.14842000000000002 -0.47006499999999996 0.088610000000000008 -1.0000000180025095e-35 -0.10607499999999999 -0.074229999999999977 -0.03241999999999999 0.081465000000000024 -0.5335399999999999 0.11434500000000002 0.10744000000000002 0.15398500000000004 -0.10023499999999998 -0.035074999999999988 -0.17169499999999996 0.083680000000000018 0.13021500000000003 0.084240000000000023 -0.09551999999999998 -0.084304999999999977 -0.088934999999999986 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 -2 3 4 27 -6 7 8 -7 -9 11 -11 16 23 21 17 -13 18 19 20 -16 -15 -5 24 -14 -25 -27 -3 -29 -18
right_child=1 2 -4 22 5 6 -8 9 -10 10 -12 12 13 14 15 -17 29 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=0.004056914376445289 0.0040652542905878514 0.0040415493830910929 -0.0033012507030144023 -0.001494322501410761 -0.0040508561520904334 -0.0037642670488097934 0.0038873616594464044 0.0040497621924956385 0.0019452349590202526 -0.0040559395869404951 -0.0040504219368118332 0.0036698501195505657 -0.0040448469195554886 -0.0011041380051290981 0.0015478954414680341 0.0026709504562817902 -2.1427213899302963e-05 -0.0040546836959234906 0.004002205610047666 -0.0036952335494714007 -0.0018106593641361718 0.0024165994528968201 0.0040476599143190782 0.0031649425625035832 0.0040469119862817796 0.0026065455406469006 -0.0040469290164877256 -0.0033348429545581003 0.0016805060535506531 0.0026605790152724649
leaf_weight=0.01834407660908266 0.017808185555622802 0.031961277125446941 0.042773315240992704 0.014068624264837126 0.028331327735940603 0.060304883887737915 0.022337261529173591 0.01863574735398188 0.018302579499049898 0.021127263678863195 0.021718200003760901 0.035182373296265723 0.091600767010275974 0.03391459825252241 0.071689918844640488 0.041813443730461586 0.34098706529402867 0.032150813604403083 0.029801897740981076 0.066791656034183688 0.071895443630187073 0.099835627917855163 0.035821504156046902 0.016302037133755221 0.0061711481503152745 0.011625297466251738 0.029640690421730453 0.020315382469561882 0.062825302950841322 0.046133988798828796
leaf_count=86 9 42 99 16 55 430 25 34 28 35 164 29 546 57 22 38 168 72 17 18 157 114 106 9 9 46 541 23 105 21
internal_value=0 -0.000135944 -0.000188481 -9.20903e-05 -0.000188654 -0.000343812 -0.000255404 -0.000334793 -0.00243489 -0.000182924 -0.000256755 -0.000178037 -9.81473e-05 -0.000572257 8.57112e-05 -0.000526597 0.000579088 -0.00101755 -0.000610991 -0.00126449 -0.000133786 0.00152386 0.00248486 -0.00246938 -0.00353411 -0.000661077 -0.00217254 0.00145091 0.000455008 0.000298193
internal_weight=0 1.44187 1.42406 1.38129 1.3314 1.21629 1.18796 1.16563 0.0786075 1.08702 1.06838 1.04666 1.02554 0.603233 0.447893 0.314143 0.422303 0.27233 0.240179 0.210377 0.143585 0.13375 0.0498901 0.15534 0.0977719 0.057568 0.041266 0.115102 0.0831407 0.387121
internal_count=3121 3035 3026 2927 2805 2635 2580 2555 458 2097 2063 1899 1864 1646 495 324 218 286 214 197 179 171 122 1151 555 596 587 170 128 189
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=3 31 45 14 3 0 4 43 47 39 40 43 43 4 376 52 1 132 48 42 42 45 2 49 1 41 0 52 13 51
split_gain=0.111853 0.086552 0.0865521 0.115093 0.0879805 0.14941 0.138807 0.117712 0.108028 0.10787 0.0831822 0.0707602 0.0852601 0.114661 0.0788888 0.0702361 0.11824 0.0697083 0.0758552 0.0647514 0.079221 0.0578134 0.0554155 0.0517963 0.0549249 0.0648725 0.0988895 0.0800487 0.0509436 0.0447907
threshold=0.30112000000000005 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.12018999999999998 -0.10607499999999999 0.27287000000000006 -0.04890499999999999 0.093140000000000014 0.16946000000000003 -0.083709999999999993 -0.074359999999999996 -0.074974999999999986 -0.083644999999999983 0.091135000000000008 -0.0064899999999999992 0.077565000000000009 0.079970000000000013 -0.064549999999999982 0.094725000000000018 -0.088934999999999986 0.14077500000000004 -1.0000000180025095e-35 0.082865000000000008 0.11230000000000001 0.075585000000000013 0.11070500000000001 0.10024500000000001 -0.47860499999999995 0.12547500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 17 7 9 -6 15 10 -7 12 13 19 21 -9 -17 18 -4 20 -12 28 -15 24 25 26 -20 -28 -13 -24
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 14 -14 22 -16 16 -18 -19 23 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012044435653903042 0.00074252658688904829 0.0012194387678732136 0.0011166837227316203 -0.0011502818680605889 0.00066806813495761752 0.00058840263544717819 0.0010266827533921493 -0.00024354765130536591 -0.00084082206291103876 0.0012142919135106635 -0.0012037550452773814 -0.00027568903043052168 0.0011337577774919259 0.0012011778816486689 0.00093165990650324318 -0.00071065196717907313 0.00075290134647935838 0.00078587467678118588 0.00061460115391616995 -0.0011503762261303411 0.00085229834422216762 0.00062637148124803732 -0.0010140895303095004 0.00071305942031994133 0.00056636173870162334 -0.0011204624695870839 -0.001213800037513685 0.00018236458930871195 -0.001184567880606233 0.00038245846877322181
leaf_weight=0.070350781665183493 0.23030325973377319 0.066743977076839545 0.082023199589457363 0.15898880705935869 0.35225909488508467 0.082473452042904127 0.086411005002446362 0.50169779232237477 0.23685256786848186 0.049294439144432434 0.032304171363648493 0.1032819587271655 0.04935578478762126 0.018544959195423871 0.032162693387363106 0.10291843459708561 0.33715774584561586 0.22065382657456212 0.1517325920867727 0.041420337249292061 0.15620783439226216 0.030635738279670477 0.42412719234562246 0.097693818926927634 0.10482975721242838 0.12804898570175283 0.13751940969814314 0.10229053895454854 0.59889704301713476 0.035553959689423209
leaf_count=78 132 9 19 97 113 28 80 70 52 12 59 11 10 9 10 43 68 48 42 12 45 4 673 21 38 22 71 7 1197 41
internal_value=0 -0.000111016 -0.00013148 -0.000151718 -0.000114766 -0.000210487 -0.000450012 6.18611e-05 -0.000119318 -0.000527148 -0.000580634 -0.000643961 -0.000385037 -0.000490891 -0.000900358 6.21381e-05 0.000410627 0.000190817 2.75339e-05 0.00020267 0.000499965 -0.000980764 -0.000824357 -9.61798e-05 -0.000222789 -0.000382004 -0.0001405 -0.000618268 -0.00105088 -0.000906074
internal_weight=0 4.59243 4.52208 4.45534 4.29635 3.27156 1.74067 1.53089 1.17863 1.65426 1.60497 1.52249 0.757514 0.708158 0.764977 0.941774 0.440076 1.02479 0.804138 0.229932 0.188512 0.732815 0.478226 0.722115 0.624421 0.519592 0.391543 0.23981 0.702179 0.459681
internal_count=3121 2989 2911 2902 2805 2537 2191 346 233 2111 2099 2071 849 839 1222 181 111 268 220 116 104 1212 723 201 180 142 120 78 1208 714
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=1429 1 0 3 2 42 42 13 4 13 133 147 14 484 13 160 11 457 14 13 2 2 4 2 31 1 1 151 160 133
split_gain=0.0192677 0.0209924 0.0310204 0.0273542 0.0231482 0.0227251 0.0233221 0.030669 0.0212601 0.0221669 0.0205977 0.021475 0.0216487 0.0227943 0.0225392 0.024531 0.0281388 0.0212702 0.0205992 0.0192875 0.0190298 0.0309628 0.0311361 0.0290553 0.0207281 0.019998 0.0239438 0.0209517 0.0212403 0.0183359
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.084044999999999995 0.11296500000000002 0.14753000000000002 -0.088934999999999986 0.091735000000000025 0.41383500000000001 -0.52556499999999995 0.11596500000000001 -0.25159999999999993 -1.0000000180025095e-35 0.085220000000000004 0.085515000000000022 -0.083364999999999981 -0.10151499999999998 0.087830000000000005 -0.0029299999999999994 -0.22253999999999999 0.10002500000000002 0.090675000000000019 0.11263500000000001 -0.031404999999999995 0.12043500000000001 -1.0000000180025095e-35 0.080000000000000016 0.13075500000000004 -0.024429999999999997 0.081905000000000019 0.10722500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 -4 8 -8 -7 19 -3 -12 13 14 15 -13 18 -16 -17 29 24 22 -22 -23 -19 -26 27 28 -27 -10
right_child=1 4 5 -5 -6 6 7 -9 9 -11 11 12 -14 -15 17 16 -18 20 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0024744078385997887 -0.0030958569718281767 -0.0029721103788488343 -0.0033911802339018507 0.00090715893948744067 0.0025227674130263891 -0.0033973940350696041 -0.0033934464415034571 0.0034162629006815096 0.00091746563820153308 0.0026250275096317372 -0.0033946920064866263 -0.0027572210068147755 -0.0033902408346362478 0.0024220906004105954 -0.0020204649390155255 -0.0018432624438733014 -0.0024117406145479216 0.0033947880065872036 0.0025489613519373618 -0.0034284992688625787 -0.0017438998507102958 -0.0028970009913799142 0.0024770060038424345 0.00083594805620008656 0.0023420936784157016 -0.0015098996241677243 0.00074456373379170422 -0.0022793290748545931 0.0024680798858399289 -0.0033987047577120344
leaf_weight=0.037128476666566823 0.085000097875990721 0.02358861962602532 0.022151596616367786 0.02537775383098051 0.049561740734134219 0.014418607603147282 0.037478941911103902 0.009488365612924099 0.14174973787453393 0.058986365518649109 0.018316752230020938 0.015689558998928987 0.017761218156010727 0.058519690471712238 0.05817199545163021 0.013449687950924272 0.017304517488810234 0.015412007140184869 0.1341673736096709 0.015135326751988032 0.023810606433471548 0.039308826413616771 0.12526575743868307 0.060779106463087373 0.023814873653464019 0.038505997541506076 0.074272805471991887 0.13239067665608673 0.025571324011252727 0.012241083258459184
leaf_count=154 776 50 174 7 113 9 231 1 309 30 10 32 38 102 59 10 11 51 230 4 60 27 78 69 13 34 28 350 19 42
internal_value=0 -4.58803e-06 -0.000634091 -0.0021755 0.000270526 -8.81685e-05 0.000164569 -0.00201774 0.000587184 0.000839042 0.000148679 0.000231159 0.000307131 0.000383809 0.00023432 0.00128565 0.00167026 -7.32789e-05 0.00214878 0.000216142 0.000129306 0.000825524 0.00180284 -0.000630141 -0.000430342 -0.000630484 -0.000891957 -0.00151063 7.75919e-05 0.000574363
internal_weight=0 1.38769 0.422028 0.110378 0.965663 0.31165 0.289498 0.0469673 0.242531 0.228113 0.916101 0.892513 0.874196 0.856435 0.797915 0.180611 0.164922 0.617304 0.147617 0.169126 0.559132 0.249164 0.149076 0.100088 0.309968 0.294556 0.270741 0.196468 0.0640773 0.153991
internal_count=3121 2967 1583 783 1384 800 626 232 394 385 1271 1221 1211 1173 1071 283 251 788 240 355 729 234 138 96 495 444 431 403 53 351
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=4 151 12 3 43 0 1 0 3 376 159 43 43 12 48 1 16 15 15 15 4 15 49 151 160 16 4 16 15 2
split_gain=0.0746786 0.0672933 0.0634407 0.07783 0.0646998 0.0598825 0.0912801 0.0763541 0.0842727 0.055078 0.0505722 0.0487813 0.0423852 0.0403581 0.0539866 0.0367866 0.0448569 0.0367238 0.0731556 0.0411502 0.0343716 0.0337551 0.0327451 0.0371344 0.037428 0.0297511 0.0418173 0.052104 0.0483148 0.0416283
threshold=0.27287000000000006 -0.27559499999999998 0.084100000000000022 0.10732000000000001 -0.04890499999999999 -0.060129999999999996 0.10089500000000001 -0.053834999999999994 -0.10831999999999999 0.31615500000000002 0.092630000000000018 -1.0000000180025095e-35 -0.53814999999999991 -0.040564999999999997 -0.064549999999999982 0.10752500000000002 -0.093244999999999981 -0.11713499999999999 -0.10469999999999999 0.19724500000000003 -0.49013999999999996 -1.0000000180025095e-35 -0.12164499999999999 -0.086944999999999981 -0.22361499999999998 0.071345000000000006 -0.07712999999999999 -0.0087049999999999992 -0.03241999999999999 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 -2 4 5 9 6 -4 -7 10 12 20 -6 -1 -3 -15 16 -14 -8 -19 -20 21 -9 -13 -24 -25 26 -26 28 29 -28
right_child=1 13 3 -5 11 7 17 8 -10 -11 -12 22 15 14 -16 -17 -18 18 19 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.001130800617694931 -0.0010248132422454915 0.0010416555235033694 -0.0010862420999236933 0.00038395129268700814 -0.00095952957106980026 0.000802803798827212 -0.0011401107833609165 0.0011403159718104093 -0.0010489805027922858 -0.0010608962764395925 -0.00083013902789830663 -0.00084099552156204375 -0.00066838097704133368 0.0011304878067401824 0.00010036008444098407 0.0010465661984780529 0.00047314932565608946 0.001157718849185531 -0.00077220961521181112 0.00046451440707829947 0.00086935207854788564 -0.0011317284859301564 0.00069043325130554013 -0.0010328105493310148 0.00053182145096284728 -0.00049944050289083399 -0.00070383483140157982 0.00057372726848095546 -0.0010280948340601003 0.00015260851166904187
leaf_weight=0.021376645956479479 0.045563719177152961 0.10157467679164256 0.32411703266734582 0.16245374738355167 0.086192675869824487 0.08790433025569655 0.042239929316565394 0.012204745784401894 0.13707122988307618 0.033948195865377784 0.050801617733668536 0.067136005200154503 0.050615701818969683 0.076494836270285305 0.41251268260748464 0.11475258647988085 0.31781840040457598 0.05278216116130352 0.10635841113253264 0.050247206119820476 0.091599101622705348 0.025882546959110186 0.083544993758550512 0.050852900785684718 0.17634095602261335 0.14818368481792277 0.10041787935188007 0.11614970827941051 0.086625254771206528 0.25423278801463312
leaf_count=16 15 154 1613 25 93 27 7 1 125 5 14 29 32 43 140 64 194 2 88 6 20 66 23 35 54 73 32 37 26 62
internal_value=0 0.000293939 -0.000132807 -0.000338096 4.63707e-06 -0.000457642 -0.000691125 -0.000126104 -0.000383237 0.000327668 0.000122361 -0.000144084 0.000421094 0.000395681 0.000261502 0.000489751 0.000316325 -0.000182181 1.1063e-05 -0.000375404 0.000495481 -0.000403671 -7.92144e-05 -2.88941e-05 -9.33195e-05 -3.91488e-05 5.38068e-05 -9.74125e-05 -0.000274065 -8.98899e-05
internal_weight=0 0.636146 2.85185 1.14366 1.70819 0.981208 0.575745 0.405464 0.317559 0.538512 0.180488 1.16968 0.504563 0.590582 0.489008 0.483187 0.368434 0.251628 0.209388 0.156606 0.129686 0.0380873 1.08348 1.01635 0.932803 0.88195 0.733767 0.557426 0.441276 0.354651
internal_count=3121 352 2769 1994 775 1969 1716 253 226 311 101 464 306 337 183 290 226 103 96 94 87 67 371 342 319 284 211 157 120 94
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1 0 3 47 12 4 50 480 2 48 1 4 16 4 52 2 3 43 43 4 3 52 52 150 159 48 147 14 133 4
split_gain=0.0909917 0.0636078 0.0863481 0.0631777 0.0693779 0.0694872 0.0739926 0.0645604 0.058536 0.0633227 0.0577381 0.0786179 0.0564321 0.0536017 0.076813 0.0531403 0.0697319 0.0496912 0.0474254 0.0464576 0.0687588 0.0434178 0.0470275 0.0416316 0.0518178 0.0521317 0.0382493 0.0440061 0.0365616 0.0337753
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.11392500000000001 -1.0000000180025095e-35 0.13404500000000005 0.12879500000000002 1.0000000180025095e-35 0.053925000000000008 -0.095564999999999983 -0.49405499999999997 0.10347000000000002 0.10097500000000002 -0.52915999999999996 -0.084794999999999995 -0.25681499999999996 -0.083854999999999985 -0.084074999999999997 -0.080114999999999978 -0.091869999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11454000000000002 0.10271500000000001 -0.46885499999999997 -1.0000000180025095e-35 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 10 4 7 -6 8 -2 9 18 19 12 -12 14 -3 -15 -17 -18 -7 20 -1 22 -14 -5 -25 28 27 -20 -26 -30
right_child=3 13 -4 23 5 6 -8 -9 -10 -11 11 -13 21 15 -16 16 17 -19 26 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0010616978254633603 -0.0010715505251716881 -0.0010686515326619698 0.00018630356174339341 -0.00085800493842974385 -0.00092126087726838925 -0.000855363367810065 -0.0010653113476038303 0.0010170453508131308 0.0010654905019441348 -0.00063537330484228071 0.00034526578444608831 0.000775284682454528 -0.00090508946498655662 0.0005109823567770106 0.00028474723546991144 0.0010733851568483531 0.00037483260452763945 -0.00087952277278902503 -0.00043925595886136151 -0.0010628634669575948 0.0010956298849952157 -0.0010256376683119974 0.00077203936464949514 -0.00083342331900817938 -0.00076021417341284522 0.00068971026399575197 -0.00024022272742608739 0.00062482751949043624 -0.00049765804286259628 0.00025547792629199644
leaf_weight=0.036790223357456853 0.018328982056118548 0.10542607574461726 0.2116481091507012 0.080861862981691957 0.064496462862734805 0.036545534050674067 0.047414397777174599 0.18403755976032687 0.098385117431462277 0.090801848680712283 0.068542238597729011 0.064410990424221382 0.03757417569795507 0.27208664146019168 0.085565390731062507 0.039162821602076292 0.051065251158433966 0.11722553245272138 0.048857970512471982 0.29841918427337077 0.030380226671695709 0.17819309207698097 0.037749248891486786 0.081971200146654155 0.077991921905777417 0.11967491060204338 0.090271092543844134 0.42061945323075656 0.092795883298094739 0.24187313832226209
leaf_count=256 3 64 48 22 91 11 39 246 72 12 56 23 51 48 18 4 28 86 7 1168 1 312 15 55 24 47 17 212 59 26
internal_value=0 -0.000237871 -0.000412517 0.000108258 0.000266558 0.000139978 0.000222156 0.000827875 0.000299872 0.000190243 -0.00058104 -0.000295039 -0.000509101 1.3135e-05 -0.00046232 0.0002025 -0.000202092 -0.000498908 0.000315966 -0.000883377 -8.59696e-05 -0.000740092 -6.4576e-05 -0.000142172 -4.79461e-05 7.30048e-05 0.000392441 0.00051409 -0.000105845 4.6651e-05
internal_weight=0 1.63424 0.963707 1.79493 1.09976 0.897392 0.832895 0.202367 0.785481 0.687096 0.752059 0.38647 0.322059 0.670532 0.190991 0.47954 0.207454 0.168291 0.596294 0.36559 0.0671705 0.253517 0.0753234 0.695169 0.614307 0.532336 0.559749 0.469477 0.412661 0.334669
internal_count=3121 2178 1930 943 710 461 370 249 331 259 1882 457 434 248 82 166 118 114 247 1425 257 378 66 233 211 156 236 219 109 85
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=1213 475 1456 453 4 11 474 403 480 12 3 142 13 475 1374 457 150 48 160 3 15 51 1 3 52 133 14 160 130 0
split_gain=0.0184667 0.0244934 0.0196689 0.0184979 0.0217941 0.0322604 0.0228295 0.0228099 0.0203213 0.0196926 0.0187688 0.0289957 0.0247605 0.0186246 0.0186685 0.0180299 0.0196642 0.0185018 0.0230709 0.0207583 0.0275694 0.0264678 0.0244173 0.0278489 0.0234838 0.0186953 0.0194401 0.0183278 0.0194621 0.0209833
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -1.0000000180025095e-35 -0.083259999999999987 0.084710000000000021 -1.0000000180025095e-35 -0.14989499999999997 -0.073359999999999995 0.043850000000000007 1.0000000180025095e-35 0.093235000000000012 0.5717850000000001 -0.082924999999999985 0.082620000000000013 0.097500000000000017 -0.10831999999999999 -0.074054999999999996 0.12808000000000003 0.093575000000000019 0.090900000000000009 -0.078224999999999975 -0.25159999999999993 0.083150000000000016 -0.22361499999999998 -0.23647499999999996 -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 -1 -2 4 5 7 -6 -4 13 -5 12 -12 -8 14 15 16 -9 18 25 -19 22 -22 23 24 -21 -18 27 -27 -29 -30
right_child=2 -3 3 9 6 -7 10 8 -10 -11 11 -13 -14 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0033239945989057187 -0.0020826858281379743 -0.0029122310314716048 -0.0033194948450212692 0.0014836201977989905 -0.003352687243115624 -0.0030597855511355935 -0.0014860952027920596 0.0029925869009212562 -0.0033213099138919887 -0.003038737611071647 -0.0029956842287476772 0.0025972225849771767 0.0025313913652816847 -0.0030541801273607154 -0.002881053436882827 -0.003247995301333277 -0.0033245342273342995 0.0030009716761323188 -0.0033261341579818751 0.00066982220206504703 -0.0022133783131576567 0.0018032592094880625 0.0026418275173824496 0.0027807188728437007 -0.0033344598646136573 -0.0030440563583078542 -0.0033240934123879608 -0.0033374207215985034 0.0016717922445507426 0.00012056380737063375
leaf_weight=0.0081641525030136108 0.047754496973993699 0.045852792305368095 0.021255143584994252 0.014506065770547139 0.011843620450235903 0.037358900218805502 0.044981221319176257 0.031426805555383464 0.018167820013559322 0.039301265451285761 0.011137825305922888 0.12113638451728537 0.027021483016142156 0.018741251160008687 0.020048542740369157 0.015035126052680425 0.01700204473763689 0.046953785487858113 0.02255924486735239 0.038263202864982304 0.057914286220693612 0.026227672675304348 0.08435043285771826 0.031317163957282901 0.027843449654938013 0.017141258583250885 0.016576169502513949 0.014513222288769279 0.13420303864950212 0.33667131530137562
leaf_count=4 258 487 345 12 3 126 23 27 164 63 4 267 31 55 31 8 101 24 89 35 42 28 111 7 77 91 21 13 70 504
internal_value=0 -0.00196968 8.24767e-06 8.48504e-05 0.000166847 -3.34698e-05 0.00112484 8.00201e-05 0.000154133 -0.00181954 0.00138444 0.00212629 2.16043e-05 0.000220126 0.000285544 0.0003547 0.000414688 0.000321732 -3.9962e-05 0.000967578 0.000608535 -0.000961363 0.00133523 0.000203964 -0.00101674 9.83193e-05 0.000210427 0.000327015 0.000446063 0.000562677
internal_weight=0 0.0540169 1.35125 1.3035 1.24969 1.03357 0.216121 0.996211 0.974956 0.0538073 0.204277 0.132274 0.0720027 0.956788 0.938047 0.917998 0.902963 0.871536 0.558666 0.31287 0.265916 0.084142 0.181774 0.0974238 0.0661067 0.536107 0.519105 0.502529 0.485388 0.470874
internal_count=3121 491 2630 2372 2297 1969 328 1843 1498 75 325 271 54 1334 1279 1248 1240 1213 889 324 300 70 230 119 112 800 699 678 587 574
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=1 47 52 13 50 1446 146 4 3 4 52 128 44 12 156 50 4 1375 4 151 12 1 0 12 48 42 1 15 12 12
split_gain=0.078175 0.0789789 0.0826307 0.0646167 0.0606392 0.0594154 0.0605223 0.0567051 0.0732586 0.0571255 0.0771187 0.05197 0.0580367 0.0622231 0.0557344 0.0743935 0.0516908 0.057277 0.0513734 0.050673 0.0500614 0.0567114 0.0486614 0.0429694 0.0396033 0.0369668 0.0456649 0.0440088 0.0359734 0.0357168
threshold=0.094090000000000021 0.092530000000000015 -0.24456499999999998 -0.080759999999999985 0.07826000000000001 0.090050000000000005 0.12035500000000002 -0.15289999999999995 0.090900000000000009 -0.49405499999999997 0.10347000000000002 0.086435000000000012 0.083555000000000018 -0.040564999999999997 0.11896500000000002 0.10727500000000002 -0.17966999999999997 -0.43996499999999994 0.40124500000000002 -0.27559499999999998 0.10345000000000001 0.14089500000000002 0.22582000000000002 0.089795000000000014 -0.086869999999999989 0.075730000000000006 0.11634000000000001 -0.03241999999999999 0.080890000000000017 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=4 2 -2 23 7 6 11 9 18 10 -1 12 13 -4 15 16 -15 -18 22 -19 21 -5 29 -3 -21 -26 27 -27 -11 -9
right_child=1 3 5 20 -6 -7 -8 8 -10 28 -12 -13 -14 14 -16 -17 17 19 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012772562283084648 -0.0009052550384001935 0.00094398502801335427 0.0012721423045139403 -0.00098387170465749998 -0.0012705624202255571 -0.0011577694348209931 -0.001101909787583057 -0.00042029886398334206 0.00021309314906250353 0.00088369428503682159 0.00033580950651311157 -0.00054437889723579021 -0.00079150938562972501 -0.00088309048823735897 -0.00081982101521921129 -0.00095404776058137107 -0.00048583806948978095 -0.00064195922000139275 0.0012749112350855839 -0.00028365080488816402 0.00032290647505852927 0.00015173284966892364 0.0012821339671528285 -0.00024141459059460682 0.0011995700780039003 0.00068125400656803936 0.0012757773598818601 -0.0010318803267347046 7.5050775701788008e-05 -0.00095415454996621637
leaf_weight=0.092563151742069749 0.089028274331212853 0.098978585680015385 0.18275520078896035 0.29318595916265611 0.092455816322399076 0.040157633105991519 0.041099132504314073 0.44981613736308645 0.25779361504828557 0.15105640499677986 0.098317897005472332 0.076728154541342408 0.050513460097135865 0.034212393118650208 0.051703725999686867 0.050288070193346357 0.058818841498577523 0.035991959040984067 0.02392265573143959 0.041938174479582369 0.093831831749412231 0.093236853965208866 0.021305029280483723 0.097790807805722579 0.40708345211169417 0.055316713405773044 0.069897792680421844 0.042774156150699127 0.21367443111739703 0.36531732936418848
leaf_count=48 116 36 242 112 437 15 4 294 42 23 13 30 12 12 5 39 4 7 5 13 28 12 2 21 151 20 36 40 43 1259
internal_value=0 9.52816e-05 0.000274979 -0.000257281 -0.000270654 0.000359765 0.000410586 -0.000215421 -0.000379981 0.000115752 -0.000446408 0.000464266 0.000535839 0.000600886 0.000456226 0.000539077 0.000639724 0.000712916 -0.000557686 0.000820893 -0.000508087 -0.000709871 -0.000610099 0.000354863 0.000906225 0.000992999 0.00049242 -6.57867e-05 0.000409957 -0.000659556
internal_weight=0 2.00533 1.32831 0.677024 1.76622 1.23928 1.19912 1.67377 1.11815 0.555612 0.190881 1.15802 1.08129 1.03078 0.848025 0.796322 0.746033 0.711821 0.860361 0.653002 0.480255 0.386423 0.836438 0.196769 0.61701 0.575072 0.167989 0.0980909 0.364731 0.815133
internal_count=3121 955 746 209 2166 630 615 1729 1602 127 61 611 581 569 327 322 283 271 1560 267 152 124 1555 57 260 247 96 60 66 1553
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=45 14 124 38 3 151 1348 484 48 3 132 0 457 39 49 2 42 15 2 0 41 15 1 12 4 16 3 15 131 133
split_gain=0.0177975 0.0219295 0.0187657 0.034273 0.0226423 0.0221612 0.0210326 0.0235381 0.0237067 0.0189236 0.026507 0.0225459 0.0256966 0.0238357 0.02183 0.0216166 0.0213081 0.0208437 0.0187637 0.017768 0.0339748 0.0167976 0.0211771 0.037174 0.0205493 0.0259447 0.0179574 0.0162969 0.0203696 0.0160183
threshold=-0.080359999999999987 0.062655000000000016 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.31656000000000006 -0.12018999999999998 0.079970000000000013 -0.10607499999999999 -0.0029299999999999994 0.16946000000000003 0.0034800000000000005 0.11215000000000001 -1.0000000180025095e-35 0.091650000000000023 0.10613000000000002 0.18019500000000002 0.07831500000000001 0.083935000000000023 0.095285000000000022 0.092255000000000018 -0.51843499999999987 0.13751500000000003 -0.083784999999999984 -0.094549999999999981 0.098515000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 -7 10 14 12 -11 16 18 29 -13 21 19 20 -9 22 23 -18 -25 -26 -23 -24 -29 -14
right_child=1 -3 4 -5 -6 6 -8 9 -10 11 -12 13 15 -15 -16 -17 17 -19 -20 -21 -22 26 27 24 25 -27 -28 28 -30 -31
leaf_value=0.0036804756817194499 0.0020729452974422311 -0.0028603416323868913 -0.0036679622911324448 -0.0035001090123037964 0.0027348158869958446 -0.0029833305487487801 0.0035037664962520075 0.0015258518304631676 0.0036922357445760366 -0.0021202007492779362 0.0029572687663255151 -0.0032238779392506282 -0.00099858346872366941 0.0036795712984173442 0.0030276660770964855 -0.0012879764684990674 -0.0036685559584683099 -0.003671248537808273 0.001420193898197986 -0.0032373161476903665 -0.0032418059272802018 0.0034436854443943041 0.0025889253183125592 -0.0036795514182779033 -0.0036736891752127241 0.0021530748510182316 -0.0036634330437539156 -0.0017929923747370409 0.0030004960006755157 0.0014356245582249289
leaf_weight=0.016727742564398906 0.10789595591586465 0.038082997933088225 0.025192763535414442 0.017154944018329843 0.034632581602181634 0.065851381648826091 0.020253527323802589 0.054463951345041228 0.0080029275268316269 0.054738789540351718 0.056183384876931086 0.059829228487614405 0.043167783014723682 0.013792258154353476 0.029772755289741326 0.066296139486439642 0.068839435679368122 0.031181530587673478 0.055075476657293621 0.037928151672531385 0.031728505869978108 0.024446255070415646 0.033078673614909349 0.016093109756184276 0.012893917222299933 0.049994258792594337 0.0059243354858153898 0.047185184827867488 0.015897322620730847 0.22664901599637155
leaf_count=9 226 100 55 26 109 457 25 55 1 33 42 639 47 19 18 35 310 254 81 8 17 38 53 7 46 59 175 75 6 96
internal_value=0 -0.000120558 -4.11608e-05 0.00130841 -0.000183089 -0.000270623 -0.000194832 -0.000262378 -0.00225996 -0.000119859 0.000723999 -0.000410441 0.000206808 -0.00104673 0.000123562 0.00058578 -0.00122515 -0.000833758 -0.000358944 -0.00114839 -0.000229182 -0.000511263 -0.000830997 -0.00170127 1.33919e-05 0.000958418 0.00205731 0.000506809 -0.000584993 0.00104618
internal_weight=0 1.35223 1.31414 0.125051 1.18909 1.15446 1.12927 1.10901 0.0738543 1.03516 0.265152 0.770007 0.390852 0.379156 0.208969 0.336113 0.365363 0.305534 0.179196 0.124121 0.0861925 0.274352 0.243982 0.147821 0.0789813 0.0628882 0.0303706 0.0961612 0.0630825 0.269817
internal_count=3121 3112 3012 252 2760 2651 2596 2571 458 2113 221 1892 211 1681 179 178 1662 1023 161 80 72 769 556 422 112 105 213 134 81 143
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=160 1 0 13 132 52 42 2 42 13 13 51 147 133 13 44 52 122 123 15 12 457 48 51 13 15 2 11 48 1429
split_gain=0.016957 0.0171703 0.033372 0.0309915 0.020947 0.0210036 0.0208216 0.0198273 0.0193749 0.0272572 0.0203378 0.0174816 0.0170211 0.0167121 0.0198401 0.0173248 0.0170109 0.0165449 0.0173552 0.0170459 0.017006 0.0208251 0.0165099 0.0271677 0.0200353 0.0273221 0.0192229 0.0164917 0.0181509 0.0162893
threshold=-0.40698999999999991 1.0000000180025095e-35 -0.084044999999999995 -0.50061499999999992 0.079970000000000013 -0.24164999999999998 -0.088934999999999986 0.14753000000000002 0.091735000000000025 0.41383500000000001 -0.53104499999999988 -0.031924999999999995 -1.0000000180025095e-35 -0.25159999999999993 -0.083364999999999981 0.082070000000000018 -0.43320999999999993 0.086040000000000019 1.0000000180025095e-35 0.035560000000000008 0.13043000000000002 0.093100000000000002 0.086035000000000014 0.095050000000000009 -0.063184999999999977 -0.11713499999999999 -0.013254999999999998 0.076920000000000002 -0.086869999999999989 0.086185000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -4 12 10 -10 -8 -12 -3 -14 15 27 -16 18 19 22 21 -21 24 -24 -18 -26 -27 28 -15 -5
right_child=1 4 6 29 5 -7 8 -9 9 -11 11 -13 13 14 16 -17 17 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.002477155894625294 0.0033821786627885029 -0.0037470175359715498 -0.0037445142929631615 -0.0037409434441575337 -0.003739695060045985 0.0030004167035606309 -0.0037497006411882387 0.0027497822490805189 -0.0037454570598897488 0.0037683091679723978 -0.0037445841715749392 0.001232596594269737 -0.0032304805817775831 -0.0030878565665802466 -0.0037391473136398211 -0.0030002776770189478 -0.0031637931003444379 -0.0037463457282018767 0.003078081887118458 -0.0037463089352862346 0.0037483626656180458 0.0037453705504212989 -0.00187177755031097 0.0011998109115444291 -0.00068980042984253121 -0.00134642169999462 0.002230871420006894 -0.0011601311419383591 0.0026135594612629216 0.0032003775200590274
leaf_weight=0.039701207354937762 0.010820747702382505 0.016625784377538366 0.019458408893115009 0.079863229388820289 0.0072221506488858713 0.060514755002259335 0.013491859193891176 0.038168017765201512 0.031381258017972868 0.0085797756910324097 0.010366496063852426 0.19696865592709423 0.0207856451979751 0.0083555674937088042 0.017888668529849383 0.011918307267478667 0.017764563095624908 0.016321033384883776 0.025530501978209941 0.041881211600866664 0.0062162945396266869 0.0059086433611810199 0.11131572814338142 0.062888579919672338 0.096063213542038284 0.024098781665088609 0.16110392260998196 0.023893311727988475 0.11563303581351647 0.0050142636087002748
leaf_count=240 3 11 159 697 13 138 4 83 222 1 52 309 48 6 130 7 66 9 117 200 4 3 79 16 73 21 131 23 235 21
internal_value=0 2.25855e-06 -0.000667153 -0.00257182 0.000284993 0.00228178 -1.67494e-05 0.00012052 0.000261394 -0.00213222 0.000694545 0.000983744 -7.45049e-06 7.35499e-05 0.000165513 0.00133251 -0.000152191 -3.94399e-05 7.00096e-05 -7.56498e-05 -0.00206401 -0.00282005 0.000151264 -0.00076292 0.000683834 0.000926847 0.00176539 0.0016817 0.00222934 -0.00333087
internal_weight=0 1.26604 0.375945 0.0956982 0.890098 0.0677369 0.280246 0.822361 0.260788 0.039961 0.220827 0.207335 0.784193 0.767567 0.746781 0.1598 0.586981 0.569092 0.552771 0.527241 0.0540061 0.0477899 0.473235 0.174204 0.29903 0.281266 0.185203 0.147882 0.123989 0.0848775
internal_count=3121 2881 1468 721 1413 151 747 1262 588 223 365 361 1179 1168 1120 271 849 719 710 593 207 203 386 95 291 225 152 264 241 718
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=45 14 1212 124 38 1365 1456 4 49 155 1 0 160 148 133 160 1212 13 13 48 3 1374 457 150 0 43 2 9 131 151
split_gain=0.0158139 0.0184673 0.0151412 0.0156532 0.029733 0.0187474 0.0179974 0.0188545 0.0230863 0.0168332 0.0167288 0.0270978 0.016055 0.0215046 0.0214535 0.0170679 0.0183221 0.0165294 0.0259765 0.0211964 0.0215012 0.0185374 0.0237895 0.016277 0.0289279 0.0237808 0.0176315 0.020461 0.0174482 0.0150047
threshold=-0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.29540500000000008 0.088610000000000008 0.11230000000000001 -0.15350499999999997 -0.091944999999999985 0.087555000000000008 -0.030254999999999994 -0.081969999999999987 0.08401500000000002 -0.53104499999999988 -0.084034999999999985 0.094275000000000012 0.10732000000000001 -0.094929999999999987 0.093100000000000002 0.088040000000000021 -0.13843999999999998 -0.074359999999999996 0.11585500000000001 -0.036024999999999995 0.10340500000000001 -0.088279999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 12 11 -9 13 14 -5 -14 17 -17 29 21 -21 -20 23 24 -23 28 27 -27 -26 -19
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 -12 -13 15 -15 -16 16 -18 18 19 20 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0029586501823093548 -0.0029475325092669642 -0.0022253505908979027 0.0016577263704049222 0.0012310921312931121 -0.0027910890084931555 -0.0027935255971316773 -0.0029480031982070604 0.0029513647989729344 -0.0025951254170577232 -0.0029500337532939185 0.0023241596127988825 -0.00065300689043171244 0.0016937868337036732 0.0029541566039833324 -0.0029496720932768207 -0.0027028132334247206 -0.0029495722569057616 -0.0022256343312399627 -0.0029590953686622823 0.0023253124960888297 -0.00031939661085909031 0.0013648272691090045 0.0025212220988767515 -0.0027056091430931787 -0.00048700838735369863 0.0029625367853940029 0.0008917822042055092 -0.0028047663855674085 0.0026773398948296973 0.0011735599525286174
leaf_weight=0.014918156375642977 0.015252717299062968 0.034240029345710243 0.096440623782655055 0.013592325381523551 0.015071258934767684 0.022010492144772686 0.018229400053996758 0.02540111089911079 0.015000732208136469 0.018533996409587417 0.068350325493611308 0.062938844290329143 0.048998456873504681 0.008475457550957799 0.049186563531292693 0.019452431362878331 0.019095912609145671 0.01201090763152024 0.027669729382977848 0.047462395749789721 0.060886445426149294 0.061125341329897553 0.02185347528939019 0.030407733934225689 0.11582057417081093 0.0056941616348916693 0.016207127332563687 0.085156232602690007 0.017388820729593135 0.18196292566108174
leaf_count=9 214 100 225 38 26 57 247 31 12 170 158 42 116 3 255 9 258 22 18 72 15 37 14 43 199 1 27 432 39 232
internal_value=0 -9.23406e-05 -3.14623e-05 6.09018e-06 0.00105645 -0.000103078 -4.67282e-05 4.48702e-06 0.000895776 -0.000173248 0.00122998 0.000383388 -0.000112158 -0.00144992 -0.00204449 1.14444e-05 -0.000102697 -2.53768e-05 5.08069e-05 -0.000310572 0.000839123 -0.000637246 -0.000455585 -0.000651648 -0.000444422 -0.000904705 -0.00193841 -0.00244329 -7.39423e-05 0.000963081
internal_weight=0 1.23392 1.19968 1.18442 0.111512 1.07291 1.0509 1.03267 0.171691 0.860981 0.15669 0.08834 0.842447 0.0712543 0.0627789 0.771193 0.722194 0.703098 0.683646 0.489672 0.108349 0.381323 0.353653 0.3318 0.301392 0.240267 0.107058 0.0908504 0.133209 0.193974
internal_count=3121 3112 3012 2798 251 2547 2490 2243 243 2000 231 73 1830 296 293 1534 1418 1160 1151 897 87 810 792 778 735 698 460 433 238 254
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=1 3 376 0 49 15 43 15 11 12 3 48 0 2 0 13 38 2 0 51 16 0 51 16 12 3 159 13 15 3
split_gain=0.100583 0.0766621 0.0866162 0.0813389 0.0776387 0.0953608 0.0756596 0.072617 0.08854 0.0682871 0.0619353 0.0682949 0.0664589 0.0583697 0.0583084 0.0720654 0.0572813 0.0561298 0.0562766 0.055973 0.0634448 0.0641602 0.0528688 0.0509946 0.0451703 0.0575967 0.0413261 0.0435566 0.0412836 0.0550389
threshold=0.10439500000000002 -0.12018999999999998 0.048375000000000008 -0.10151999999999999 -0.088694999999999982 -0.095869999999999983 -0.084004999999999982 -0.015744999999999999 1.0000000180025095e-35 -0.064509999999999984 0.16158000000000003 0.12737000000000001 -0.18113999999999997 0.094835000000000017 -0.084044999999999995 -0.084034999999999985 0.10657000000000001 0.089005000000000015 -0.070154999999999981 0.11144500000000002 -0.5315899999999999 -0.014954999999999998 0.13705500000000001 -0.071854999999999988 0.11650500000000001 -0.10115999999999999 -0.50206999999999991 -0.47860499999999995 -0.016799999999999995 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 23 14 -1 -9 16 11 12 -11 -4 -5 -16 -2 18 -17 20 -14 24 -13 -6 25 -22 -8 -28 29 -27
right_child=9 2 13 6 5 -7 26 8 -10 10 -12 22 19 -15 15 17 -18 -19 -20 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00077918187696859593 0.0010170852238438226 -0.0011334834727459427 -0.00040354555425652354 -0.0011730387808971344 -0.00089975257674688026 0.00038732942294281944 0.00070858161748558091 0.00014728732627939393 -0.0010890433030592507 0.00081612428202454661 0.00080997263637948953 -0.0010705335091455268 -0.00061467381995001548 0.00086087589096050686 0.00099049232725169226 -0.0011724842184386559 -0.0002509808156641529 -0.0011797610324061963 0.00074021568056736181 -0.00086954766124714225 0.0010743780422665071 0.0010541495524736229 -1.2505381540667991e-05 0.00027445872975105873 -0.00062609173634316207 -0.0011605656184403657 -0.0002647838199285673 -0.0011453748921408959 0.00073657207002878475 8.1857011254566438e-05
leaf_weight=0.17351656361279311 0.19873893573458179 0.093244465009775013 0.08216044602158934 0.068343066128363716 0.17271230702317553 0.37203597282859824 0.020348205060144897 0.39455082397034846 0.099605169161804952 0.15688129991758581 0.13654866398428556 0.13390734858694475 0.14600341801997241 0.12855457875411958 0.077059224797267234 0.02983348561974708 0.064872667076997459 0.070141678224899806 0.072306272108107583 0.093215066946868319 0.090241311670979152 0.11041810992173928 0.1257183761917986 0.071925391861441312 0.10250205621559871 0.06144637655233931 0.093311021046247111 0.44438948396055022 0.089163409109460523 0.24077391615719534
leaf_count=49 209 31 33 205 85 100 26 62 112 45 83 30 13 34 20 115 17 117 10 31 21 71 22 27 26 47 11 1399 26 44
internal_value=0 -0.000211939 -0.000337941 -0.000431734 -0.000136985 1.36907e-05 -0.000670674 0.000127067 -0.000101915 0.000155396 5.79479e-05 -1.81021e-05 0.000110468 0.000367862 -0.000214207 4.86046e-05 0.000705025 -0.000372689 0.000181545 -8.08863e-06 8.74454e-05 0.000235041 -0.000558205 -0.000554525 8.0204e-05 0.000230522 -0.000930531 -0.00099256 3.59539e-05 -0.000170748
internal_weight=0 2.46404 1.79637 1.58565 0.709918 0.616674 0.875732 0.667673 0.494156 1.75043 1.48682 1.35027 1.09064 0.210715 0.317684 0.249341 0.263612 0.172281 0.10214 0.933764 0.840549 0.694545 0.259626 0.244638 0.584127 0.481625 0.558049 0.537701 0.391384 0.30222
internal_count=3121 2436 2213 2146 243 212 1903 223 174 685 459 376 324 67 467 262 226 242 125 279 248 235 52 112 164 138 1436 1410 117 91
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1456 1 2 158 50 12 3 3 43 12 15 124 1 16 452 133 13 11 456 15 4 48 16 160 38 0 0 13 2 49
split_gain=0.0163182 0.0161907 0.0216804 0.0208687 0.0207633 0.0166851 0.0190568 0.0194109 0.0242405 0.0341117 0.0203996 0.0185477 0.0172043 0.016476 0.0155219 0.0152639 0.0177535 0.0197582 0.0181118 0.0194718 0.0191167 0.0249777 0.0219351 0.0166788 0.0184502 0.0157375 0.0178984 0.0143393 0.0141988 0.0141802
threshold=-1.0000000180025095e-35 0.098700000000000024 0.14753000000000002 0.084765000000000021 0.07826000000000001 0.098810000000000023 0.10299500000000002 -0.10831999999999999 -0.20207499999999998 0.084100000000000022 -0.008624999999999999 0.14970500000000003 0.086105000000000015 -1.0000000180025095e-35 0.085195000000000007 -0.25159999999999993 -0.076599999999999988 0.087830000000000005 0.088355000000000003 0.035560000000000008 0.033845000000000007 0.12370000000000002 0.064860000000000015 -0.081639999999999976 0.10657000000000001 -0.15350499999999997 -0.11173999999999999 0.10002500000000002 0.10467500000000002 -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=14 3 15 4 5 6 7 27 -9 10 12 -7 -10 -12 -1 -3 17 23 19 20 22 25 -18 -17 -25 -22 -27 -2 -29 -14
right_child=1 2 -4 -5 -6 11 -8 8 9 -11 13 -13 29 -15 -16 16 18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0035574977194904804 0.0022956423893895437 -0.0035200103977260431 0.0036093431769946369 -0.0040167742788636135 -0.0036779500035309318 -0.003247327230120901 0.0027334865241711833 0.0028613413129848792 -0.0036974954688759514 -0.003833504494856602 0.0028621787337255841 0.0040644395626831453 0.00083964656962553879 -0.0013838499589404591 0.0042288818467043849 -0.0018213431672625851 0.0031903268328732715 -0.0027071561651278689 -0.0037725954204984803 -0.0023649861058238908 0.0029721294399485854 -0.0040113822721256753 -0.0020893994704390215 0.0040636563196023009 -0.0014244828724079785 -0.0025912077897155953 0.00066470164868262787 -0.0022765024535535564 0.0014671436009615912 -0.0022884830798919654
leaf_weight=0.037844564327770169 0.082543571837959351 0.017762963740096893 0.037889132902364508 0.027749659374421753 0.030296331938416188 0.0478138054320425 0.045445968084095512 0.030142138730297918 0.037362209206094121 0.063082917742121936 0.049708709220794844 0.0070450627608806818 0.065552921296330169 0.023975866989985661 0.0051476028747856608 0.013230698196366575 0.075306182562599133 0.014336821463075466 0.021101917111082003 0.04464081042806356 0.035647798991703894 0.025135202085948549 0.017087291673760774 0.073333044581886497 0.012722603030852042 0.039226464668900007 0.12544596623229154 0.033496770270176057 0.03858721642063756 0.042133448525419226
leaf_count=287 68 22 111 142 421 210 23 22 107 832 69 4 33 37 1 38 87 10 13 59 40 13 101 143 8 19 124 32 14 31
internal_value=0 1.35516e-05 0.000537969 -0.000450388 -0.000284668 -0.00010332 0.000132924 -0.000120373 -0.000724496 -0.00110803 -0.000321994 -0.00230834 -0.0012377 0.00148058 -0.00262521 0.000311994 0.000448892 0.00190954 1.62372e-05 0.0002368 0.000602212 -5.82679e-05 0.00221389 0.00257618 0.00325228 0.00043775 -0.000110885 0.00109843 -0.000272495 -0.000384268
internal_weight=0 1.1778 0.552867 0.624937 0.597187 0.566891 0.512032 0.466586 0.311958 0.281816 0.218733 0.0548589 0.145049 0.0736846 0.0429922 0.514978 0.497215 0.113623 0.383592 0.36249 0.317849 0.225455 0.0923935 0.0992863 0.0860556 0.20032 0.164672 0.154628 0.072084 0.107686
internal_count=3121 2833 788 2045 1903 1482 1268 1245 1131 1109 277 214 171 106 288 677 655 199 456 443 384 196 188 189 151 183 143 114 46 64
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=4 151 31 39 52 376 2 2 150 160 1348 50 158 133 133 13 132 13 151 1 0 43 13 12 47 10 3 0 3 12
split_gain=0.0898341 0.0799295 0.0711687 0.0643218 0.0586269 0.0565209 0.0647298 0.0563246 0.0578833 0.0786999 0.0582002 0.0526495 0.0449062 0.0389057 0.043089 0.0492653 0.0488297 0.0466377 0.0512704 0.0461591 0.0601127 0.0660613 0.0456634 0.03644 0.0486471 0.0473427 0.0461017 0.0341751 0.0396105 0.0321697
threshold=0.27834500000000006 -0.27559499999999998 -1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 0.048375000000000008 0.094835000000000017 0.17025000000000004 -0.22665999999999997 -0.091944999999999985 0.084895000000000012 0.14582500000000004 0.094245000000000009 -0.10298999999999998 0.10622000000000002 -0.084034999999999985 0.081465000000000024 -0.53104499999999988 -0.083274999999999988 0.10089500000000001 -0.084044999999999995 0.05259500000000001 -0.023499999999999997 -0.040564999999999997 0.10954500000000002 0.039530000000000003 0.11296500000000002 -0.23091999999999999 -0.097604999999999983 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=2 -2 -1 4 -4 7 -7 8 -6 -10 12 23 13 -11 15 17 22 -15 -19 20 21 -20 -17 -3 25 26 -25 -24 -29 -18
right_child=1 11 3 -5 5 6 -8 -9 9 10 -12 -13 -14 14 -16 16 29 18 19 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012241863264862681 -0.0011521813249927124 0.0011709673427017129 -0.00094290075349974035 0.0012329182110969463 0.00076969162737219811 -0.00065440543253725671 0.00076222222148822111 0.0012128740616108961 -0.0011253568701843578 -0.0010524628251015918 0.0011148035623785078 -0.0012282817009855321 -0.0011747625537422144 -0.00089883201134389567 -0.0011390686314094788 -0.0012252730750889869 0.0010230166608168373 -0.0008884482984278636 -0.0012034869632870306 0.0011717084960805664 0.00062343540604975056 0.00071109444655525361 0.0001532810409722459 0.0011120581201390116 -0.00085654756052937198 -0.00028624767142264166 7.4197124024464653e-06 -0.00014359547609471234 -0.00070311924309898787 -0.00057795561529625351
leaf_weight=0.039959516587260491 0.063229167659301311 0.077007670881357626 0.30096769376905408 0.034816252737073117 0.056428756302924099 0.076035034115193301 0.12969921974581666 0.030683881530421675 0.24987726870859095 0.12044800722287963 0.037011774787970242 0.031319181085564196 0.11285434436831554 0.067585545242764056 0.093853781647339818 0.11394761745032334 0.054536023737455142 0.056126011173546431 0.076366212753782747 0.08132756914710626 0.15521965351945466 0.041248989757150412 0.13758974100346855 0.1543937138885666 0.051019529113546014 0.10004970813315595 0.088234983621077845 0.29245796445684569 0.52658217226051574 0.028347629759082338
leaf_count=48 15 150 366 14 13 29 58 21 389 264 25 7 143 9 318 157 24 87 161 38 66 10 21 92 12 19 45 73 393 54
internal_value=0 0.000139518 -0.000391517 -0.000413982 -0.000434177 -0.000373856 0.000238667 -0.000427882 -0.000449754 -0.0004804 -0.000399638 0.000302205 -0.000428258 -0.000382612 -0.000335845 -0.000289634 -0.000425992 3.94972e-05 0.000194065 0.000365617 0.000125334 -0.000532021 -0.000495782 0.000404039 0.000254027 0.000419374 0.000710342 -0.000408889 -0.000503328 0.000475457
internal_weight=0 0.565254 2.91397 2.87401 2.83919 2.53823 0.205734 2.33249 2.30181 2.24538 1.9955 0.502025 1.95849 1.84564 1.72519 1.63134 1.15346 0.477874 0.410288 0.354162 0.272835 0.117615 1.07058 0.470706 0.393698 0.342678 0.242629 0.95663 0.81904 0.0828837
internal_count=3121 340 2781 2733 2719 2353 87 2266 2245 2232 1843 325 1818 1675 1411 1093 722 371 362 275 237 171 644 318 168 156 137 487 466 78
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=31 39 52 2 52 147 376 4 0 0 47 146 43 16 1 0 3 484 41 3 3 14 42 1374 151 4 4 3 133 4
split_gain=0.0154611 0.0152034 0.0186462 0.0167078 0.0178691 0.0226131 0.0179286 0.0234504 0.0205385 0.0527301 0.0226316 0.0212873 0.020281 0.0224139 0.0196053 0.0236039 0.0205386 0.0172142 0.0169135 0.0183437 0.0225902 0.0168887 0.0165209 0.0163733 0.0189537 0.0161811 0.0160577 0.0232146 0.0157497 0.01558
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 0.17025000000000004 0.15116000000000002 1.0000000180025095e-35 0.088470000000000007 -0.49405499999999997 -0.076234999999999983 -0.10607499999999999 0.12431000000000002 0.12035500000000002 0.084740000000000024 0.0039400000000000008 1.0000000180025095e-35 -0.14920999999999998 0.11296500000000002 -0.070679999999999979 0.079885000000000025 -0.10023499999999998 -0.047929999999999993 -1.0000000180025095e-35 0.10077000000000001 -0.094929999999999987 -0.0083949999999999979 -0.0035949999999999997 -0.083854999999999985 -0.084074999999999997 -0.089569999999999983 -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 22 4 6 -6 7 -4 9 10 14 12 17 -14 16 21 -9 -10 19 -19 -21 -16 -2 -23 -25 -26 27 -11 -17 -22
right_child=1 -3 3 -5 5 -7 -8 8 11 26 -12 -13 13 -15 15 28 -18 18 -20 20 29 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0031335318724664686 -0.002387566294177385 0.0031373147655528698 -0.0021298941936355315 0.0029180708645452154 -0.0019433858184114692 0.0028274099915674249 0.0024069822846370824 -0.0031293772865508421 -0.002880067415166367 -0.0031274419025785409 -0.0025565547721833337 -0.003149218599954472 -0.0016895130649855999 0.0017574817977728261 -0.0019165506364246028 -0.0010834185341411316 0.0010366969541975475 0.0028817065841567524 -0.0012096593348447861 -0.0025401183567233193 0.00013355324075803738 -0.0011278085767617626 0.00063031957727662793 -0.00019820896590005805 -0.00050368764632169999 0.0026561011193223785 -0.0027101713485155388 0.0031611662917922553 0.0021686308969209992 0.0029059798861435101
leaf_weight=0.014546570437232842 0.062785939837112781 0.013929408090007089 0.04949127882809945 0.018400889726763014 0.083128487647854854 0.010991306975483894 0.030303956666102749 0.029345390546950068 0.0087632321922228584 0.010833472156718926 0.027147981658345088 0.01319723529741168 0.050731614539017755 0.028950735944818007 0.035643058658024529 0.016797538082755636 0.01908091310178861 0.091230286241625436 0.019075430289376527 0.015447242789377924 0.037669243840355193 0.052232577698305249 0.024695737356296377 0.08246578834769025 0.020856193380495824 0.065780605693362304 0.094169086025204241 0.012189513945485952 0.10880912590891967 0.041764062329094243
leaf_count=86 338 21 56 52 367 5 45 66 51 277 24 2 48 16 20 13 5 70 12 204 19 16 31 67 34 59 933 2 122 60
internal_value=0 -0.000108969 -0.000147884 -3.48991e-05 -8.63502e-05 -0.00138625 4.08324e-05 -3.61301e-05 8.13324e-05 -0.000266971 0.000211631 0.000734453 0.000909004 -0.000437127 0.000385989 0.000623175 -0.00148786 0.00141035 0.00159359 0.00188091 0.000918613 8.03547e-05 -0.00153563 0.000401929 0.000874437 0.00189544 -0.00213805 0.00020206 0.00173373 0.00159123
internal_weight=0 1.17591 1.16198 1.0745 1.0561 0.0941198 0.961976 0.931672 0.88218 0.575351 0.458159 0.306829 0.293632 0.0796824 0.431011 0.382585 0.0484263 0.213949 0.205186 0.186111 0.0948805 0.256978 0.0874817 0.221335 0.169103 0.0866368 0.117192 0.023023 0.125607 0.0794333
internal_count=3121 3035 3014 2645 2593 372 2221 2176 2120 1638 426 482 480 64 402 331 71 416 365 353 283 196 369 176 160 93 1212 279 135 79
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=4 151 12 43 158 52 42 1 42 4 0 374 160 15 12 48 4 43 42 43 49 13 15 2 52 16 160 0 4 48
split_gain=0.0645621 0.0545238 0.0536071 0.0584282 0.0507039 0.0442205 0.0498441 0.063278 0.0805145 0.0485233 0.0451934 0.0425337 0.0406188 0.0421926 0.037472 0.0438477 0.0363946 0.036891 0.0363224 0.0358065 0.0346174 0.0314877 0.0285695 0.0281431 0.0254456 0.0398825 0.0524468 0.0392514 0.0339094 0.0268849
threshold=0.27834500000000006 -0.27559499999999998 0.051320000000000005 -0.04890499999999999 0.084905000000000022 -0.43320999999999993 -1.0000000180025095e-35 0.122185 0.091735000000000025 0.24564500000000003 -0.060129999999999996 1.0000000180025095e-35 -0.075414999999999982 -0.090344999999999995 -0.040564999999999997 -0.064549999999999982 -0.080924999999999983 0.31463000000000002 0.084050000000000014 -1.0000000180025095e-35 -0.12164499999999999 -0.13710499999999998 0.23208000000000004 0.113445 -0.092399999999999982 -0.0092699999999999987 -0.030779999999999998 -0.097734999999999989 -0.14098499999999997 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -4 9 8 10 -7 12 -1 -8 -14 -3 -16 18 -18 -15 -5 -21 -12 -10 -17 -22 26 -26 -27 -28 -30
right_child=1 14 4 19 -6 6 7 -9 22 -11 21 -13 13 16 15 23 17 -19 -20 20 24 -23 -24 -25 25 27 28 -29 29 -31
leaf_value=0.00062209048596224088 -0.0010356656241532413 0.0011196426651165418 -0.0011505441293107824 -0.00095254253076500379 -0.0011530368519439517 -0.0011518294672764428 -0.0010692569705586688 0.00093710277258336923 -0.00115427930430296 0.00035335429024331561 -8.5779213575714114e-05 -0.0005385219187036942 0.00063854328968595978 0.00101172755036992 0.0011520700529513771 -0.00018033560562281497 -0.0010008412735912997 0.00099027791586654462 -0.0011499197985984475 -0.0009050644936432423 -0.00058288811114863928 0.00071242044607514575 0.0009907647570316844 0.0005027109410805045 -0.0010567636436173236 0.0010740992835321086 0.00087354235122955981 -1.0499797048598657e-05 -0.00036090647518763742 0.00024355430265714185
leaf_weight=0.2850311510010215 0.035898206493584439 0.085829671481405967 0.065077025006758382 0.062083272550808033 0.086349569659432746 0.11301300728973773 0.06725834142071152 0.076694317227520514 0.11516831410881423 0.037688755830458831 0.11509130291960901 0.048803133679029997 0.077522481667984144 0.03705690199058187 0.063783647085074335 0.18695629283320148 0.098979448683166216 0.014018512913025916 0.01418417519016657 0.057850763827445917 0.083398598610074259 0.15050206575688074 0.0088212916743941605 0.13862492008775007 0.062808355869492516 0.092824605482746847 0.059267220756737515 0.083767373762385189 0.19461382583540399 0.19379128060973017
leaf_count=172 15 150 252 44 222 628 289 28 377 11 19 20 49 10 43 44 211 3 87 26 79 30 2 88 35 30 16 39 57 45
internal_value=0 0.000329444 -0.000121901 4.25647e-05 -0.000308778 -0.00023522 -0.000170893 -5.33892e-05 -0.000162128 -0.000775401 1.90278e-05 0.000452421 -0.000279641 -5.9969e-05 0.000432571 0.000281116 -0.000389674 -0.000753823 0.000413356 -0.0001111 -4.80336e-05 0.000366531 -0.00100167 0.00011049 1.63165e-05 8.90495e-05 -7.37341e-05 0.000559614 6.41848e-05 -5.93161e-05
internal_weight=0 0.511093 2.30167 1.22424 1.07743 0.991076 0.925999 0.775297 0.698603 0.150702 0.574613 0.333834 0.30902 0.241762 0.475195 0.389365 0.164239 0.112998 0.0512411 0.890405 0.828322 0.265593 0.12399 0.325581 0.770471 0.687073 0.510481 0.176592 0.447672 0.388405
internal_count=3121 340 2781 563 2218 1996 1744 1105 1077 639 698 192 649 360 325 175 311 214 97 371 327 49 379 132 301 222 153 69 118 102
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=4 48 12 43 374 158 42 1 42 43 43 43 2 160 12 51 49 4 52 16 16 0 49 0 52 52 15 1 3 147
split_gain=0.0861446 0.0759063 0.0591608 0.069357 0.059583 0.0543664 0.0540894 0.0705585 0.0871117 0.0611752 0.0515152 0.0478108 0.0518176 0.0525115 0.0442473 0.0545817 0.0437244 0.0410731 0.0374267 0.0485597 0.0622692 0.0527224 0.0742438 0.0469159 0.0331499 0.0512619 0.0330988 0.0315938 0.0302575 0.0472462
threshold=0.27834500000000006 0.12933000000000003 0.051320000000000005 -0.04890499999999999 1.0000000180025095e-35 0.084905000000000022 -1.0000000180025095e-35 0.122185 0.091735000000000025 -0.23229999999999998 -1.0000000180025095e-35 0.0034250000000000005 0.084245000000000014 -0.082299999999999984 -0.040564999999999997 0.11144500000000002 -0.13330999999999996 0.24564500000000003 -0.092399999999999982 -0.0092699999999999987 -0.056919999999999991 -0.18113999999999997 -0.047584999999999995 -0.097734999999999989 -0.012164999999999999 0.096795000000000006 0.23208000000000004 0.10920500000000001 0.11924500000000002 0.10271500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 4 24 6 17 8 9 -8 -5 12 13 -11 -2 28 -12 -4 -18 20 21 22 -20 -21 -1 -26 -10 -23 29 -16
right_child=1 -3 5 10 -6 -7 7 -9 26 11 16 -13 -14 -15 15 -17 18 -19 19 23 -22 27 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010498362471984294 0.0012627703280291651 -0.0010477322977760276 -0.0012970953578987834 -0.0011071541748539004 -0.00071657523742946639 -0.0012993678516695383 0.0010217682039426218 0.00086404286137345583 -0.001300397724258305 -0.0012977905280232482 -0.001112839054182429 0.00021878520159301489 -0.00090630602337491025 0.00043598738441014807 0.00096417911370288902 -0.0008737479456665452 -0.000757354549441993 0.00012607608318444851 0.00030701949989209767 0.0012041259779956488 -0.00099009081975558015 9.5447155376627156e-05 -0.00095791463624555931 -1.4359513405953617e-05 -0.00049223401063726389 0.00090693666619204001 0.0010580416239282669 0.0011137074281784537 -0.00014572318510587694 -0.0002626576437484182
leaf_weight=0.17879444722348126 0.10609648875833955 0.057706346095073968 0.13703435624120208 0.089554239300923544 0.062059157120529562 0.09831179449429317 0.073229712928878476 0.098070534455473535 0.15239626566653897 0.0378173539393174 0.064596683107083441 0.24818380875512958 0.22820712159591494 0.12884287483393475 0.24061556534434192 0.054966077790595591 0.10083002136161645 0.045111226820154116 0.17689237534068525 0.10894492387888022 0.10952905951126013 0.10380857581913006 0.13842548226239137 0.10277463420061528 0.081595762290817109 0.094667228404432535 0.010655307560227811 0.10023803078365745 0.092996298266371014 0.06720861402573064
leaf_count=119 151 17 665 44 20 222 12 30 426 67 23 95 550 138 113 8 81 11 24 30 36 24 25 39 31 22 2 45 41 10
internal_value=0 0.00036521 -0.000168388 3.99631e-06 0.000452938 -0.000375698 -0.000297385 -0.000176767 -0.000292847 -9.85757e-05 -0.000166925 -0.000226159 -0.000505817 4.25708e-05 0.000510321 0.000335169 -8.32295e-05 -0.000944625 -1.25833e-05 7.67506e-05 -0.000103658 8.3282e-05 -0.00024829 0.000612639 0.000657352 0.000259232 -0.00114628 0.000595668 0.000500952 0.000696318
internal_weight=0 0.619589 2.77057 1.51271 0.417117 1.25786 1.15955 0.977403 0.879332 0.716281 1.09559 0.643051 0.394867 0.16666 0.561883 0.455787 1.00604 0.182146 0.941443 0.840613 0.628894 0.519364 0.315318 0.21172 0.355057 0.176263 0.163052 0.204047 0.40082 0.307824
internal_count=3121 340 2781 563 192 2218 1996 1320 1290 862 371 850 755 205 323 172 327 676 304 223 154 118 49 69 172 53 428 69 164 123
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 452 1213 475 403 480 156 1374 457 158 130 13 49 133 367 448 1 0 16 43 43 52 1 51 160 133 4
split_gain=0.0150385 0.0197426 0.0184236 0.0154107 0.0168689 0.0162322 0.0203528 0.0174495 0.016738 0.0137578 0.0139148 0.0143478 0.0148662 0.0149793 0.0137411 0.0159757 0.0211743 0.0171926 0.0168547 0.014743 0.0332055 0.0145567 0.0133622 0.0255162 0.0173237 0.0163046 0.0148314 0.0135952 0.013817 0.0204421
threshold=0.27287000000000006 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 0.085195000000000007 -1.0000000180025095e-35 -0.086004999999999984 -0.083259999999999987 0.084710000000000021 0.10499000000000001 0.093235000000000012 0.5717850000000001 0.099230000000000013 -0.23647499999999996 -0.53104499999999988 0.0093850000000000027 -0.25159999999999993 -1.0000000180025095e-35 -0.083859999999999976 0.10374500000000002 0.024095000000000002 -0.5224049999999999 -0.074359999999999996 -1.0000000180025095e-35 -0.088204999999999992 0.10672000000000002 0.10736500000000002 -0.51146999999999987 0.088525000000000006 -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 -2 3 4 -1 6 -5 -7 9 10 11 12 13 -9 -15 16 -16 -18 -19 20 -17 -20 27 -24 25 -25 -26 -23 -29 -30
right_child=1 -3 -4 5 -6 7 -8 8 -10 -11 -12 -13 -14 14 15 19 17 18 21 -21 -22 22 23 24 26 -27 -28 28 29 -31
leaf_value=-0.0033875604983634022 -0.0030683268186346502 0.0010251416400128448 -0.0025893003407788618 0.0033886902786715704 0.0034002905873434645 -0.0033855014477291042 -0.0033874055803290171 -0.0032648900289761525 -0.0033871381108487894 -0.0028120736080667727 -0.0028910597416067223 -0.003306852551672553 -0.0029003039591084722 -0.0020177911056504317 -0.0033896033476141598 -0.0019855663646720593 -0.0028930860547908971 -0.0030721698093179638 -0.0024006749741353499 0.0031167155928426178 0.0033963714692604508 -0.0033942720829232206 -0.002462985576670732 -0.0033938637229971149 0.001229308477148919 0.001282569848336681 -0.0012093036104086755 0.0018830590403329382 -0.0034008066022104583 0.0019274847853162044
leaf_weight=0.028862024926411323 0.014480098325293511 0.19696889409669893 0.0371090181870386 0.006075565004721283 0.0049035404808819285 0.016871107603265045 0.030803715644424301 0.012497588125370385 0.015555792979967009 0.017503978006743637 0.016129796781569894 0.012540319687104784 0.0158653787818821 0.024581210158430622 0.016856842793458782 0.027892072609120078 0.017064192856196314 0.014332808003018727 0.017448391368816374 0.049636263349384535 0.024787849339190871 0.0066380641701471168 0.034155181816458935 0.021989088168993476 0.22973001247601132 0.013950327976999688 0.032604439433271182 0.18450519784346398 0.015068226028233767 0.018198738504906942
leaf_count=279 15 337 139 4 1 345 445 17 165 78 31 8 63 16 91 202 9 26 18 50 9 36 132 35 174 19 17 294 3 63
internal_value=0 0.00074482 -0.000251566 -0.000157989 -0.00240181 -7.31735e-05 -0.0022711 2.14758e-05 8.99419e-05 0.000155585 0.000219997 0.000283489 0.000341375 0.000408875 0.000470138 0.000554509 0.000350869 0.00045497 0.000552031 0.00179355 0.000546834 0.000642482 0.000737838 0.000307196 0.000624408 -0.00157865 0.000926224 0.00137577 0.00152117 -0.000485958
internal_weight=0 0.211449 0.964157 0.927048 0.0337656 0.893282 0.0368793 0.856403 0.839532 0.823976 0.806472 0.790342 0.777802 0.761936 0.749439 0.724858 0.622542 0.605685 0.58862 0.102316 0.0526799 0.574288 0.556839 0.332429 0.298274 0.0359394 0.262334 0.22441 0.217772 0.033267
internal_count=3121 352 2769 2630 280 2350 449 1901 1556 1391 1313 1282 1274 1211 1194 1178 917 826 817 261 211 791 773 377 245 54 191 396 360 66
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=12 132 13 133 448 1 16 42 42 12 47 4 151 43 1 42 47 52 52 457 42 15 2 13 52 2 2 16 16 49
split_gain=0.0793558 0.0868781 0.0759118 0.122438 0.0673335 0.060824 0.0582515 0.0495922 0.0542275 0.059985 0.0486059 0.0540372 0.0667167 0.052708 0.0512003 0.0471727 0.0467861 0.042439 0.0419956 0.0454702 0.0413795 0.0388231 0.0384228 0.0368639 0.0349439 0.0360248 0.0332073 0.0620337 0.0326936 0.032915
threshold=0.079890000000000017 0.080640000000000017 -0.0025349999999999995 -1.0000000180025095e-35 -0.081729999999999983 0.12958500000000003 -0.53943499999999989 0.091735000000000025 -1.0000000180025095e-35 0.090455000000000021 0.092710000000000015 0.0061450000000000003 -0.086944999999999981 -0.45785999999999999 0.14089500000000002 0.084050000000000014 0.11518500000000002 -0.22660999999999995 -0.07167999999999998 0.091015000000000013 0.083995000000000014 0.19724500000000003 0.079055000000000014 -0.016469999999999995 0.11434500000000002 0.097845000000000015 0.089885000000000007 0.042200000000000008 -0.059624999999999991 -0.048674999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 16 15 11 12 -4 -14 -12 20 -8 -11 -13 28 26 -9 -15 24 25 -19 -10 -28 29 -20
right_child=5 -3 10 4 -6 -7 7 21 9 17 14 18 13 22 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011042453348698376 0.0008699419882621022 0.00094415741816377405 0.00084509433120995541 -0.0010290562356101585 0.00089867932943578648 0.00045715067451877929 -0.0011826207048417955 -0.0011152881264779963 -0.0011367893574153374 -0.0012457031192397796 -0.0010182596769174048 -0.00027270489580742696 0.00071217277978755588 0.0002979339823752036 0.00016381709527621001 -0.0012447563088896934 0.00059025166171284497 -0.00039887098109352094 -0.0010640919239212497 0.0012109522982658215 0.0011531900483539317 0.00081679887781143322 -0.00078196923200819096 0.00071090789039427468 -0.00086529175321225756 0.00058965841972571107 0.00093967443373136868 -0.0010979792248947257 0.0008346122252610316 0.00026998540622095345
leaf_weight=0.065311960566759808 0.055562809844559413 0.17481295328980184 0.069861178504652122 0.030507592018693686 0.3428596620724419 0.15275797150025017 0.15568607535260504 0.20415205799872638 0.067219339485745877 0.033469196161604486 0.16851490757107968 0.13665407623921055 0.052221356483641679 0.06011037604184899 0.085348206222988665 0.11156683796434663 0.027007704993593507 0.09817699021732551 0.042852633268921636 0.10714700477547012 0.028585174917679979 0.01745491789188236 0.33396673137758626 0.14898506751342211 0.063450842051679501 0.13590245644809329 0.05063337065075757 0.042481693668378284 0.08093063002161216 0.085941099750925787
leaf_count=58 28 99 18 4 301 59 700 498 124 85 64 24 9 19 9 568 13 29 8 32 11 4 134 44 47 22 16 29 18 47
internal_value=0 0.000110323 2.263e-05 0.000466415 0.000741165 -0.000283206 -0.000374387 -0.000432743 -0.000310716 -0.000167968 -0.00013648 -9.67304e-06 -0.000284821 -0.000461691 -0.000620848 -0.00060365 -0.000920536 0.000104784 0.000303474 0.000551957 -0.000225044 -0.000963107 -0.000617247 0.000206011 -4.68101e-05 0.000175052 -0.000470762 1.00399e-05 0.00021528 -0.000173893
internal_weight=0 1.83704 1.66223 0.438679 0.373367 1.39309 1.24033 1.18477 0.963165 0.780471 1.22355 0.969685 0.51616 0.446298 0.253863 0.300486 0.182694 0.479985 0.453525 0.316871 0.18892 0.221607 0.394077 0.446515 0.29753 0.234079 0.160334 0.0931151 0.209724 0.128794
internal_count=3121 844 745 363 305 2277 2218 2190 1688 975 382 309 180 162 73 748 713 227 129 105 180 502 153 142 98 51 169 45 73 55
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=4 151 39 42 376 160 148 401 4 42 49 2 3 52 1373 484 150 1210 3 0 43 51 1374 0 49 150 139 14 34 47
split_gain=0.136916 0.0963495 0.0819487 0.090518 0.128653 0.0986482 0.08834 0.0748957 0.0655129 0.0781981 0.108747 0.0765945 0.0695347 0.0860427 0.0642362 0.0649039 0.0702938 0.0629105 0.0657143 0.07403 0.0726264 0.0676449 0.0965339 0.0994463 0.0812778 0.0897208 0.0586333 0.0709217 0.0691097 0.0826662
threshold=0.27834500000000006 -0.27559499999999998 0.16946000000000003 -1.0000000180025095e-35 0.048375000000000008 -0.091944999999999985 0.087555000000000008 0.082755000000000009 -0.49405499999999997 0.10194000000000002 -0.081919999999999979 0.11093500000000002 -0.52915999999999996 -0.43320999999999993 0.099250000000000019 -0.0068949999999999992 0.097210000000000005 -0.08107499999999998 -0.38012499999999999 -0.062764999999999974 -0.072864999999999985 0.091630000000000003 -0.094929999999999987 -0.10607499999999999 -0.088694999999999982 0.081835000000000019 -0.073429999999999981 -0.46885499999999997 -0.11726499999999999 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 11 12 -11 -7 -10 -14 15 16 -15 -17 -19 21 -21 22 -20 24 -24 -26 -3 -28 -29 -30
right_child=1 26 -4 4 -6 8 -8 -9 9 10 -12 -13 13 14 -16 17 -18 18 19 20 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.00064019113179990923 -0.0011139580506058298 -0.00079679375987985594 0.0012890327267516492 -0.0012744261343417508 0.00089922276655727803 -0.0012824655721285683 0.0012546125706685552 0.0012414757122561979 0.001283918209645717 0.0012042156921070668 -0.0012327763034199327 0.00061843695208584082 -0.0012717016410822978 -0.0010068222683193545 -0.0012803316292860801 -0.0012797507485667488 0.00072148517903747778 -0.0013091765124522484 -0.0012862179787542732 0.0012455051310582463 0.00025977023693847371 0.00071998023497546492 -0.00062083500425706435 -0.00053092543324330854 0.00019187368019254469 0.0012911765753416413 -0.00023270437043332198 -0.00039969639421451889 0.0010481899653664174 -0.00071163908229457721
leaf_weight=0.61353949418662601 0.064804040128365159 0.05328556353924796 0.0609276215545832 0.25188891791185763 0.19158570050785773 0.14116787775856376 0.028713568550301716 0.020589442574419081 0.068085617385806763 0.035794439143501222 0.16631898661216826 0.044957164864172228 0.084635323935802087 0.16134456035797917 0.058465875918045529 0.048959019834005191 0.049459835281595588 0.046711436472836154 0.09571898861759498 0.18966255846316926 0.32844931715224301 0.20766225858824339 0.12243948594550602 0.32709178874574318 0.40302569164487312 0.16972363184322603 0.14235354921402177 0.073739241430303082 0.52667263031253231 0.046749035478569567
leaf_count=826 15 5 15 323 96 104 4 5 8 4 237 17 160 287 16 51 10 2 38 29 46 42 21 343 71 26 43 13 254 10
internal_value=0 0.000376308 -0.000170405 -0.000193465 -0.000108935 -0.000172245 -0.000861338 -0.00108432 -9.67635e-05 -4.40125e-05 -0.000801183 -0.000823316 2.07931e-05 -1.67069e-05 3.1383e-05 6.70489e-05 -0.000601319 0.000139696 0.000176456 0.000214094 0.000620613 5.52135e-05 -6.82633e-05 4.57772e-05 0.00031712 0.000517632 0.000490896 0.000577804 0.000756089 0.000904717
internal_weight=0 0.907604 3.91692 3.85599 3.24245 3.05087 0.301192 0.272478 2.74967 2.56355 0.202113 0.186125 2.36144 2.29335 2.20871 2.15025 0.210804 1.93944 1.89049 1.84377 0.518112 1.32566 1.118 1.02228 0.695189 0.572749 0.8428 0.789514 0.647161 0.573422
internal_count=3121 340 2781 2766 1940 1844 332 328 1512 1391 241 121 1150 1142 982 966 297 669 618 616 75 541 499 461 118 97 325 320 277 264
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=31 421 14 3 14 39 47 123 52 133 48 1 42 13 16 16 42 13 43 160 3 16 0 0 484 4 0 0 2 160
split_gain=0.0149292 0.0152221 0.017057 0.0148055 0.0161119 0.0150636 0.0178214 0.0182841 0.0181755 0.0165949 0.0163468 0.02584 0.0274373 0.0211761 0.0220934 0.0200427 0.0201728 0.0292548 0.0279639 0.0260405 0.0208868 0.0207686 0.0214564 0.0189418 0.0185811 0.0176078 0.0195823 0.0166532 0.0196086 0.0270651
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.24175999999999997 0.15619500000000003 0.13148500000000005 1.0000000180025095e-35 0.12603000000000003 -1.0000000180025095e-35 0.12649500000000002 0.10752500000000002 -1.0000000180025095e-35 -0.092094999999999982 -0.5315899999999999 -0.54165499999999989 0.091735000000000025 0.41383500000000001 -0.20207499999999998 -0.091944999999999985 -0.52915999999999996 0.22339500000000004 0.18019500000000002 -0.15350499999999997 0.087235000000000021 0.09173000000000002 -0.075684999999999988 0.15398500000000004 0.089775000000000008 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=-1 -2 3 5 -5 6 7 10 -8 -9 11 12 24 -13 -15 -14 18 -18 -17 -20 -21 27 -23 -16 -3 -25 -27 28 29 -22
right_child=1 2 -4 4 -6 -7 8 9 -10 -11 -12 13 15 14 23 16 17 -19 19 20 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0033248605136480445 0.0033267756841360227 -0.0030846603105796804 -0.0024821613789424647 -0.0013713374202298178 0.0033198541812960521 0.0033280811301864238 -0.0030228649786759073 -0.0014606551850270097 0.00044541333777828752 0.002148946847137732 -0.002311589305737266 0.0033294095053819743 0.0024741083735904325 -0.0025310558731908763 0.0031089008473127256 0.0027635983484683812 -0.0033227547555980327 0.0033461429796089511 -0.0033208694229306043 0.0033289018627517264 -9.9386417131708466e-08 -0.0033253614469870053 0.0033378318314592095 -0.0015952411913672821 0.0026858816578511158 -0.00026732653177257023 0.0027252814096899438 -0.0033497983188840665 0.0008215304004493679 -0.003206540416607524
leaf_weight=0.014074210047510971 0.013993413740536087 0.059365997436315765 0.033614687640692753 0.011438824449214735 0.027241314194725308 0.013483054229254665 0.046691797094354115 0.017737642272550147 0.025821080001151131 0.066780505220776831 0.039395142453486187 0.03221486014808761 0.028594888914084904 0.02432847364252666 0.032895792566705495 0.033501898215035353 0.046356628047760751 0.0085774753242731094 0.030816610328883498 0.018045603064819615 0.1234060380256804 0.039477286875353457 0.0061456733383238307 0.038514068141921598 0.0068484881358017438 0.054511228328919969 0.043071763520856621 0.016132590957568027 0.18921766281914643 0.037852084186624779
leaf_count=86 20 716 98 23 93 23 38 28 18 140 32 30 34 13 12 13 431 1 221 7 435 165 1 96 23 21 48 3 175 77
internal_value=0 -0.000112158 -0.000153928 -8.39541e-05 0.00193253 -0.000156189 -0.000200247 -8.44055e-05 -0.00178785 0.00139141 -0.000221585 -0.000126932 -0.000465183 0.000839425 0.000424496 -0.000233524 -0.000374416 -0.00228147 -0.000162603 -0.000375213 -0.000164244 -0.000317158 -0.00242779 0.000849982 -0.00248782 0.000303983 0.00105357 -5.44978e-05 9.71866e-05 -0.000752747
internal_weight=0 1.16607 1.15208 1.11846 0.0386801 1.07978 1.0663 0.993788 0.0725129 0.0845181 0.90927 0.869875 0.644339 0.225536 0.193321 0.578124 0.54953 0.0549341 0.494595 0.461094 0.430277 0.412231 0.045623 0.168993 0.0662145 0.136097 0.097583 0.366608 0.350476 0.161258
internal_count=3121 3035 3015 2917 116 2801 2778 2722 56 168 2554 2522 2302 220 190 1563 1529 432 1097 1084 863 856 166 177 739 165 69 690 687 512
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=156 15 31 421 14 157 159 1 1213 0 0 48 1 1 13 15 49 0 0 15 42 10 0 13 13 4 16 4 16 43
split_gain=0.01389 0.0151025 0.0132976 0.0135641 0.0140896 0.0141758 0.0184414 0.01748 0.0157542 0.0142306 0.0277608 0.0331297 0.0282224 0.0211595 0.0253246 0.0196383 0.0229283 0.0265428 0.0204615 0.0180072 0.0192848 0.0152276 0.014393 0.0142264 0.0298941 0.0156116 0.0137548 0.0123795 0.0229531 0.0163668
threshold=-1.0000000180025095e-35 -0.47006499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.073574999999999988 0.10904500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.062294999999999996 -0.10607499999999999 0.12879500000000002 0.14000500000000002 0.077565000000000009 -0.47860499999999995 -0.095869999999999983 -0.066019999999999981 -0.14920999999999998 -0.18901999999999997 -0.03241999999999999 -0.21468499999999999 0.069930000000000006 -0.13027499999999997 -0.084034999999999985 -0.084319999999999992 0.50500500000000004 0.10246000000000001 -0.49405499999999997 0.38525000000000004 -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 5 7 8 -5 -7 10 11 13 21 14 -10 18 17 -17 -15 20 -11 23 -20 24 -12 -25 -9 28 -21 -29
right_child=1 2 3 4 -6 6 -8 26 9 19 12 -13 -14 15 -16 16 -18 -19 22 27 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.0038881381214370039 0.003366919988933772 0.0038949068401770187 0.00389694639985085 -0.0021876716677400958 -0.002752586259086713 -0.0031963134955216494 -0.0031275047279608541 0.0027372263836826886 0.0034878656595230912 -0.0013013003472783691 -0.0026005990849330128 -0.0034997992351199739 0.0039046527441683535 -0.002180895373964565 -0.0038948813459898954 -0.00099904311035364335 0.0033182121289719703 0.0032005555287605747 0.0025544829430976254 -0.0038640772520463023 0.0030952262021028717 0.0038950990734616989 -0.00059139753429826515 -0.0038321141773441625 0.0034008760526618173 0.0038965453403978544 -0.0015906567097144014 0.0024063878503551546 0.0009265807490818767 -0.00023091757937190819
leaf_weight=0.01428251079198628 0.019416620268657314 0.012496901370013691 0.012442978160834062 0.017993046574246718 0.031325548585300456 0.024966288981203899 0.032603463836721858 0.069009993181680329 0.0091242846683599055 0.019444317720626714 0.048952786425388695 0.034509189601521939 0.012390565372697893 0.05236640446310048 0.030412649396566294 0.064790998738317285 0.075022394028565031 0.035022733056393918 0.041425678460655035 0.030418576889132964 0.067005502251276994 0.0059843796407221808 0.046774903547884605 0.082338880434691064 0.016854197974680019 0.0041468801646260536 0.013217626004006888 0.05092126592353452 0.030014379316071427 0.11771994463060897
leaf_count=163 106 56 19 174 94 461 117 91 3 11 237 28 15 35 71 29 72 41 51 38 133 6 21 837 11 8 52 24 35 82
internal_value=0 -3.06984e-05 -9.12384e-05 -0.000137483 -0.00018463 -0.00010679 -0.000255964 0.00128225 -0.000152009 -6.52101e-05 -0.000437085 0.000135709 -0.00174415 0.000489173 -0.0021911 0.000825155 0.00169475 0.000474516 -0.00025644 0.000594941 0.00210636 -0.00218636 0.000886146 -0.00242534 -0.00106353 -0.00346153 0.00204154 2.45498e-05 -0.00148477 0.000565418
internal_weight=0 1.10911 1.0897 1.0772 1.06476 1.03343 0.933211 0.100221 0.900607 0.875641 0.560117 0.389449 0.170668 0.35494 0.0395369 0.315403 0.174836 0.0998137 0.140567 0.315524 0.0864498 0.158277 0.0882006 0.152293 0.065807 0.0864858 0.0822276 0.229074 0.060433 0.168641
internal_count=3121 2958 2852 2796 2777 2683 2366 317 2249 1788 1465 351 1114 323 74 249 142 70 107 323 144 1099 72 1093 248 845 143 179 73 106
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=10 45 14 124 38 1366 1456 1373 52 47 133 1 16 15 4 13 132 34 148 4 48 2 1 13 47 14 0 42 2 0
split_gain=0.0129607 0.0125224 0.0229065 0.0139115 0.022881 0.0159743 0.0155017 0.0135755 0.0139307 0.0159369 0.0143937 0.0138047 0.0204543 0.0223943 0.0236971 0.0184308 0.0169571 0.021358 0.0252378 0.0208904 0.0203668 0.0219646 0.0186338 0.01916 0.0175758 0.0170793 0.0265586 0.0151138 0.013643 0.0252944
threshold=-0.15282499999999996 -0.080359999999999987 0.062655000000000016 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 0.099250000000000019 -0.24164999999999998 0.11635500000000001 -0.25159999999999993 1.0000000180025095e-35 0.0057500000000000008 0.035560000000000008 -0.083854999999999985 -0.28558999999999996 0.081240000000000021 -1.0000000180025095e-35 -0.043434999999999994 -0.010024999999999997 0.12879500000000002 0.098035000000000011 0.078340000000000007 -0.15078499999999997 0.14029000000000003 -0.10708499999999999 -0.15202999999999997 -1.0000000180025095e-35 0.097220000000000015 -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 -2 3 4 -3 -5 7 8 9 -7 -10 12 13 -12 27 -16 17 -13 -19 22 21 -21 -20 -24 -25 26 -23 -15 29 -14
right_child=1 2 -4 5 -6 6 -8 -9 10 -11 11 16 28 14 15 -17 -18 18 19 20 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025246626413782474 0.0031991322868904714 0.0016724649912962905 -0.0031408152440395168 -0.0030285606469880864 -0.0030042471993080291 -0.0027013650935607779 -0.0031910593208954673 -0.0031955651934515005 -0.0024728363467970554 0.00024091155596658946 -0.0028053123577015367 -0.0027200619893080211 0.0020326983327196412 -0.0031889042774477074 0.0032065249141626593 -0.0031941613500507155 0.0026367512862002195 0.0027226441617687535 0.0028355358064358371 0.00023935728800082761 -0.0021488171403294381 -0.0023676525686396753 0.0019587919395126496 -0.0027873902305851094 0.0024029256948253919 0.0031003694093251705 0.0031953571712634975 0.0030826022037471071 0.001298405322449607 -0.0023925610442835153
leaf_weight=0.019333393695433299 0.011499408574309089 0.084127832916919609 0.025336991579024359 0.019756029455947677 0.012173834661098226 0.040263607617816555 0.016510399416233668 0.013928366757681943 0.021473666537985658 0.034967167690410861 0.058649101534002712 0.022459212843386922 0.020732463543026824 0.004668527337116756 0.0056266901083287238 0.024428611396843491 0.034277719859801437 0.045356429734965786 0.010867932083783671 0.20171778027906839 0.025171642773784697 0.018130822569219163 0.013006290162593359 0.063941603312969164 0.0073998887091875068 0.061514004046330228 0.016815488854263094 0.023926706573092482 0.075977673226816478 0.035811389711852826
leaf_count=69 8 217 97 56 26 280 252 19 155 34 350 25 39 188 1 372 83 60 4 182 15 11 16 334 2 80 31 25 66 24
internal_value=0 -0.000109784 -0.000146406 -7.15605e-05 0.00108127 -0.000192578 -0.00013016 -7.28047e-05 -2.26482e-05 -0.0013338 0.000101903 0.000173662 -0.000442457 -0.00141217 -1.90582e-05 -0.00199588 0.000469287 0.000316535 0.000463542 0.000218742 0.000605269 0.000837764 -0.00109389 -0.00160019 -0.00224903 0.00208915 0.00030916 0.0020587 0.00041587 -0.000769988
internal_weight=0 1.05052 1.03902 1.01368 0.0963017 0.917379 0.897623 0.881113 0.867184 0.0752308 0.791954 0.77048 0.249821 0.1173 0.0586505 0.0300553 0.520659 0.486381 0.463922 0.418565 0.32335 0.298178 0.0952157 0.0843478 0.0713415 0.0964603 0.0349463 0.0285952 0.132522 0.0565439
internal_count=3121 3052 3044 2947 243 2704 2648 2396 2377 314 2063 1908 1065 936 586 373 843 760 735 675 319 304 356 352 336 122 42 213 129 63
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=484 150 160 15 1 15 1 11 48 133 1374 457 151 1 2 13 132 133 1374 43 13 0 9 4 4 16 4 12 0 2
split_gain=0.0125564 0.0232131 0.0130061 0.0142598 0.0140311 0.0159965 0.0176153 0.0171927 0.0178723 0.0171563 0.0166235 0.0197731 0.0162848 0.0160677 0.0145766 0.0134783 0.0286956 0.0230898 0.016147 0.015738 0.0130801 0.0117459 0.0129729 0.0114916 0.0131084 0.0114283 0.0110426 0.0175855 0.0113546 0.0117837
threshold=-0.0068949999999999992 0.097210000000000005 -0.40698999999999991 -0.47006499999999996 0.11323000000000001 0.095175000000000023 0.11181500000000001 0.081365000000000007 0.099800000000000014 -0.10298999999999998 -0.094929999999999987 0.080930000000000016 0.16421000000000002 0.086105000000000015 0.14753000000000002 -0.084034999999999985 0.080640000000000017 0.10722500000000001 -0.08070999999999999 -0.50775499999999985 -0.53104499999999988 -0.23091999999999999 -0.036024999999999995 -0.51843499999999987 -0.080924999999999983 0.25084500000000004 -0.0060199999999999993 -1.0000000180025095e-35 -0.098289999999999975 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 25 -4 5 6 7 8 9 -5 -11 15 -7 -13 -6 17 18 20 -17 -20 -12 -21 -23 -22 -25 -2 27 -24 -29 -30
right_child=2 -3 3 4 14 12 -8 -9 -10 10 11 13 -14 -15 -16 16 -18 -19 19 21 23 22 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.0026192770209587102 -0.0031088464844427929 0.0024859594115194533 0.0035941272605563902 -0.0035937824358379857 0.00053239639551783645 -0.003462773323860835 -0.0022611956680551673 -0.0023921227959967993 0.0019936135770750362 -0.0025519285592437357 -0.0023578558534781933 -0.0003328989267392649 0.0032515947067124256 0.0032771760318205992 0.0035942098699305938 0.0036245685179426435 0.0026362529926996182 -0.0036043938579613322 0.0013403057967908091 0.0016206653984312323 -0.0036071465987146168 0.0036036489446443932 0.0016170852580561651 0.0033762170065183765 0.00085121488449270953 0.003559336342806761 -0.0034129992368400657 0.00055791458095813041 -0.0031787632994463317 0.0026163178453538194
leaf_weight=0.054567926792742583 0.026496856690982895 0.014542948232701747 0.014955199604401059 0.01646008866464399 0.20395627419065931 0.031916982456550613 0.043902521847485332 0.033787355803269747 0.066454513284497807 0.027965132722783892 0.011070176027715206 0.024133909492775274 0.0054527081338164854 0.046561908280182251 0.022231710037885932 0.0092746643349528313 0.032071861610120322 0.013356878932427207 0.026841815530133317 0.013389256972004659 0.0049651270237518466 0.0053808201919309786 0.020196110799588496 0.047953879641227104 0.059270656776334363 0.0037873016954108598 0.052327384371437802 0.016506521147675812 0.062991972301915666 0.0048738166360635651
leaf_count=487 237 16 101 234 240 211 25 102 98 44 8 49 4 76 81 1 114 15 27 8 2 14 23 61 171 2 158 6 494 12
internal_value=0 -0.00154499 4.02782e-05 0.000116635 5.90602e-05 -0.000199588 -6.62007e-05 9.5532e-05 0.000245077 1.06137e-05 0.000134439 0.000300951 -0.00248306 0.00204478 0.000833338 -2.30723e-05 -0.000528914 0.00087983 -0.00100824 -0.00122042 0.00136576 -0.0016117 -0.0018784 0.00173318 0.00198047 -0.00227493 -0.00206641 -0.00139255 -0.00211297 -0.00276259
internal_weight=0 0.0691109 0.948533 0.918249 0.903294 0.677106 0.639736 0.595834 0.562046 0.495592 0.479132 0.451167 0.0373697 0.0706958 0.226188 0.380471 0.243854 0.136617 0.211782 0.202508 0.12326 0.175666 0.162277 0.11219 0.107225 0.0302842 0.156896 0.104568 0.0843723 0.0678658
internal_count=3121 503 2618 2379 2278 1957 1742 1717 1615 1517 1283 1239 215 125 321 1114 857 257 743 742 242 715 707 234 232 239 693 535 512 506
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=39 42 376 2 133 43 453 484 148 1 42 132 48 160 15 1429 1 148 124 13 33 456 1 1374 42 3 4 49 151 457
split_gain=0.0119743 0.0172609 0.0167688 0.0151469 0.014732 0.0146666 0.0130094 0.0137408 0.0188553 0.014017 0.015869 0.0240573 0.0173214 0.0175351 0.0161785 0.0160346 0.0155464 0.015023 0.0156947 0.0170074 0.0152506 0.0149626 0.0198524 0.0159771 0.0209885 0.0202248 0.0141491 0.0123306 0.0115414 0.0102087
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 0.39192500000000002 0.10218000000000001 -0.0068949999999999992 -1.0000000180025095e-35 0.11323000000000001 -1.0000000180025095e-35 0.081465000000000024 0.12737000000000001 -0.091944999999999985 0.095175000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084064999999999987 -1.0000000180025095e-35 -0.53104499999999988 -1.0000000180025095e-35 0.085215000000000013 0.099660000000000012 -0.094929999999999987 0.084050000000000014 -0.10023499999999998 0.49041500000000005 -0.083094999999999988 -0.083844999999999989 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -3 10 11 28 13 -12 15 -15 -13 -17 -19 -20 -21 22 23 -22 27 -26 -11 -25 -9 -29
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 26 12 16 -14 14 -16 17 -18 18 19 20 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.003394331304662383 0.0033931225668638533 0.0032158678789307158 0.0026410889315368331 0.0033770747180291659 -0.0030296614741446696 -0.003348027964275942 -0.0030261561536838173 0.0019181382478781683 -0.0022359691793958011 0.00059613149769206797 -0.0019451645461441695 -0.0033859404011907053 -0.0034009157999247033 -0.00340177099734916 -0.0021880586345026177 -0.0024926287059479943 0.0033555668150210714 0.0033867610518988141 -0.0033923950355268474 -0.0031100092372561916 -0.0019444466606274506 -0.002163387050024633 0.0025200950704879236 -0.00058601826989201542 0.00043125835009722249 -0.0033848356485739542 0.0033883612156104209 0.0013380008552530784 -0.0033910159775923988 0.0033949195462090846
leaf_weight=0.017885113651573192 0.011358234659383015 0.0083787573589688691 0.025990320508299192 0.014003908725499059 0.020150046232856766 0.015670113768010197 0.016443472457467578 0.0052243683066990334 0.054516527505256818 0.14599811416155717 0.040480061300968373 0.0053576207033074743 0.015787205400556559 0.011644022252994546 0.026732711491376904 0.017089104603655869 0.014555135165210231 0.024247218942946347 0.011947142316785175 0.011650277065200498 0.026320595454308204 0.018350843091411662 0.075078940565163066 0.029628175117977662 0.055294875330218929 0.022316600648309759 0.024223466693911178 0.12610137959245549 0.045621268983495611 0.035372100974200293
leaf_count=18 23 16 58 53 365 111 16 20 422 158 258 47 19 73 84 25 26 86 7 20 26 50 106 23 33 302 114 108 439 15
internal_value=0 -0.000101406 -3.90293e-05 -0.000114893 -0.000168977 -0.000103772 -4.52274e-05 1.23097e-05 -0.00150969 0.000133633 -0.000102897 -0.00161085 9.17969e-05 0.000195394 0.000371593 0.000518734 0.00154173 0.000619419 0.00074131 0.000585642 0.000704423 0.000818821 0.000966684 0.000571378 0.000817805 -0.000666031 0.000993481 0.00142043 -0.0028455 0.00178859
internal_weight=0 0.962059 0.944174 0.918184 0.90418 0.88403 0.86836 0.851917 0.0628953 0.789021 0.6188 0.0707584 0.548041 0.532254 0.491774 0.465041 0.0199128 0.453397 0.436308 0.412061 0.400114 0.388464 0.370113 0.295034 0.268713 0.0776115 0.170222 0.191102 0.0508456 0.161473
internal_count=3121 3098 3080 3022 2969 2604 2493 2477 438 2039 1767 532 1235 1216 958 874 73 801 776 690 683 663 613 507 481 335 272 146 459 123
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=1 3 3 47 52 44 146 123 13 3 1446 12 11 50 48 2 4 151 1 0 4 52 52 42 3 0 49 2 1 12
split_gain=0.0690842 0.0490802 0.0500224 0.0473466 0.0419171 0.0443197 0.04726 0.0410388 0.0408669 0.0538248 0.0400826 0.0448292 0.0333308 0.0328439 0.0372791 0.0459859 0.0454845 0.0308148 0.0294022 0.0272963 0.0296254 0.0324972 0.0528455 0.0266384 0.0446911 0.0391019 0.0266297 0.0279487 0.0361028 0.0256497
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 0.092530000000000015 -0.28430999999999995 0.083555000000000018 0.12035500000000002 1.0000000180025095e-35 -0.092094999999999982 -0.10519499999999998 0.090050000000000005 -0.040564999999999997 0.080455000000000013 0.10965000000000001 0.12879500000000002 0.11411 -0.013125 -0.024429999999999997 0.12456000000000002 -0.24955499999999997 -0.080924999999999983 -0.081429999999999989 -0.088204999999999992 0.081660000000000024 0.086245000000000016 0.13134000000000004 0.0034800000000000005 0.11093500000000002 0.080000000000000016 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 12 7 4 -2 6 10 19 29 -10 11 -6 26 14 15 16 -13 -4 -11 -3 23 22 -22 24 -21 -25 27 28 -1 -5
right_child=3 2 17 8 5 -7 -8 -9 9 18 -12 13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049995754074273876 -0.0010205317459595039 0.0012818057305166864 0.00084048612768141296 0.0010457689795167818 0.0011939724244577551 -0.00098439346538353604 -0.0011838219617494455 0.00016670603536923526 0.0011659548315829239 -0.00095998784947659913 -0.001016934302732119 -0.00054958737066276657 -0.0009416635558778324 -0.00080030604656361904 -0.00036528006545022261 0.0012721359112045135 0.00057337769087822499 -0.00018980606308071333 -0.00016617062765668283 -0.0012729821616688226 -0.0010319252280620815 -0.0012720274722046621 0.00077690409386206713 0.0006855657383166363 0.0011620211489317374 -0.001277069644384541 0.0010357340484426936 0.00080962345070341576 0.00080320718621872133 -0.0001755802299800465
leaf_weight=0.1314432576582476 0.036276980939874193 0.010416397824883461 0.059199320152401924 0.059290712903020903 0.13863476360165805 0.037177753314608708 0.028185613919049501 0.091789035097463056 0.031458344994462095 0.15585388841282111 0.027547635923838243 0.06979536049766466 0.040121353180438746 0.034751024038996547 0.07577533766743727 0.12124698077968787 0.34392520873734589 0.22111668329671375 0.1447817583248252 0.070182092335926427 0.082520327603560872 0.23607104298298531 0.037920997239780263 0.060754481003641558 0.014656959276180714 0.022331686388497474 0.061230333039929974 0.065262133517535403 0.046223392771935323 0.051848488714313135
leaf_count=59 108 1 11 28 244 12 4 39 7 108 15 71 51 37 20 121 103 78 47 343 301 1013 27 166 5 20 23 10 31 18
internal_value=0 -0.000262806 -0.00041757 0.000150398 0.000315464 0.000370724 0.000430711 -0.000616788 -0.000189734 -0.000412526 0.000486776 0.000539603 0.0001449 0.000399062 0.000467306 0.000585237 0.000383932 2.77791e-05 -0.000577697 -0.000751247 -0.000791628 -0.000998514 -0.000462415 -0.0003524 -0.000852306 0.000158054 0.000288227 9.9818e-05 -0.000160914 0.000475987
internal_weight=0 1.25124 0.906959 1.35655 0.913317 0.87704 0.839862 0.626643 0.443233 0.332094 0.811676 0.784129 0.34428 0.645494 0.610743 0.534968 0.413721 0.280316 0.300636 0.534854 0.524438 0.356512 0.120441 0.167925 0.0848391 0.0830862 0.304159 0.242929 0.177667 0.111139
internal_count=3121 2178 2004 943 735 627 615 1915 208 162 611 596 174 352 315 295 174 89 155 1876 1875 1341 328 534 348 186 123 100 90 46
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=1365 4 11 10 151 1452 480 403 1212 10 474 50 47 159 1373 457 375 130 47 52 128 43 160 151 1 42 42 43 47 4
split_gain=0.0109937 0.012534 0.0134168 0.0128834 0.0123097 0.0121433 0.0123654 0.012186 0.0113479 0.0105149 0.0180928 0.013376 0.0193973 0.0104146 0.0124033 0.011149 0.0115067 0.0117741 0.0113131 0.0230554 0.016704 0.0169548 0.0140629 0.0172406 0.0152709 0.0170788 0.016451 0.0161267 0.0273415 0.0157977
threshold=0.084635000000000016 0.27287000000000006 0.080455000000000013 0.09216000000000002 -0.27559499999999998 0.090425000000000019 0.084710000000000021 -0.092474999999999988 -1.0000000180025095e-35 0.039530000000000003 -1.0000000180025095e-35 0.11875500000000001 0.10954500000000002 0.10519500000000001 0.099250000000000019 0.5717850000000001 0.087420000000000012 -0.23647499999999996 0.11312500000000002 -0.28430999999999995 1.0000000180025095e-35 -0.16318499999999997 -0.091944999999999985 -0.14575499999999997 1.0000000180025095e-35 0.084695000000000006 -0.085499999999999979 -0.074359999999999996 0.092710000000000015 -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 5 -4 -3 6 7 -1 -9 10 -6 12 -12 14 15 16 17 -10 19 -19 21 -21 23 -23 25 26 -24 -26 -29 -28
right_child=-2 4 3 -5 9 -7 -8 8 13 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 24 -25 27 -27 29 28 -30 -31
leaf_value=-0.0033182988599411447 -0.0023075257260435052 -0.0028802667664077036 -0.0033207115708192149 0.0031133414608966641 -0.0033397102611598395 -0.003324635597528101 -0.0033201950134129146 -0.0033187543700583951 -0.0031818952050457119 -0.00057085183514589649 0.003141649993417225 -0.00087654751471797764 -0.00058525498993512953 -0.0020462213611221534 -0.0030883243493810986 -0.0033240815765005326 -0.0030285257836716421 -0.0028519467967136206 0.0017160339822376968 0.0022410115170694647 -0.0033245603063036871 0.0032778956680177464 -0.0033256596209538872 -0.0029563842545826651 0.0026635646019345406 -0.0033232568037018157 0.0010204386983694864 0.00095086837914934864 -0.0032226717380176477 -0.0017167483443913199
leaf_weight=0.011817534277952291 0.023310407008693801 0.0092146986571606249 0.024377779705218927 0.0039842183250584631 0.0078196220565587282 0.012565577029590713 0.012393742646395367 0.010653146711320005 0.010039563745067426 0.033499175502129219 0.074036341553892271 0.016441120125818998 0.019391752659430495 0.023346151255282166 0.012327451955115976 0.0093586730945389718 0.011078551890022936 0.024673076482940814 0.068008523374828656 0.056214256702105558 0.012732930417314492 0.0059932383683189974 0.014261517188060679 0.026304832121923027 0.050250006907390343 0.018401523266675213 0.10575353391982389 0.18917715835164017 0.019007964549018652 0.029723304857725452
leaf_count=321 57 10 133 4 3 88 207 210 17 52 245 12 18 141 20 7 23 176 72 60 106 6 77 215 136 153 153 241 21 137
internal_value=0 -8.62272e-07 -0.00017818 -0.00241687 0.000841985 -9.16859e-05 -3.53825e-05 2.20281e-05 7.8638e-05 0.00106885 0.00153558 0.00188256 0.0023681 0.000131347 0.00020799 0.000270412 0.000322841 0.000381725 0.000439383 0.000282235 0.000428743 0.000521525 0.000310879 -0.00179955 0.00047067 -0.000307449 6.31676e-05 0.000976919 0.000569811 0.000419906
internal_weight=0 0.922847 0.762444 0.028362 0.160403 0.734082 0.721517 0.709123 0.697305 0.151188 0.117689 0.109869 0.0934281 0.686652 0.663306 0.650979 0.64162 0.630541 0.620502 0.552493 0.52782 0.515087 0.458873 0.0322981 0.426575 0.16814 0.149738 0.258435 0.208185 0.135477
internal_count=3121 3064 2724 137 340 2587 2499 2292 1971 330 278 275 263 1761 1620 1600 1593 1570 1553 1481 1305 1199 1139 221 918 520 367 398 262 290
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=146 45 1374 150 1374 3 48 16 123 1 49 0 12 159 124 16 15 0 13 3 403 475 160 160 484 130 13 52 4 4
split_gain=0.0105432 0.0135255 0.011519 0.0140135 0.0146892 0.0168471 0.0156331 0.0150975 0.0177335 0.0134842 0.0152994 0.0220871 0.0155093 0.0147758 0.0128503 0.0128174 0.0194045 0.0169445 0.0165502 0.011233 0.0111792 0.0162905 0.0116233 0.0145267 0.0145029 0.015067 0.0110753 0.0107451 0.018706 0.015634
threshold=0.12035500000000002 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 -0.094929999999999987 0.090900000000000009 0.095425000000000024 -0.094359999999999986 0.08128500000000001 0.11588000000000001 -0.006494999999999999 0.089620000000000019 0.095330000000000012 0.087995000000000004 0.14970500000000003 -0.069144999999999984 -0.016799999999999995 -0.11756999999999999 -1.0000000180025095e-35 0.10542000000000001 -1.0000000180025095e-35 -0.086424999999999988 -0.098904999999999979 -0.081069999999999989 -0.0068949999999999992 -1.0000000180025095e-35 -0.063184999999999977 0.10347000000000002 -0.46376499999999993 -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 -1 3 9 6 7 -5 -6 -9 10 11 -3 20 14 -14 17 19 18 -11 26 21 -12 -22 -24 -25 -26 -17 28 -27 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 15 12 -13 13 -15 -16 16 -18 -19 -20 -21 22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=0.0029526020437784183 -0.0028162738740644313 -0.0024711709960731137 -0.0024687945431959516 -0.0026927476010786765 0.0016286737407211068 0.0025970989630437198 0.00084268070645228865 -0.0016246340750207991 0.0018511194714488327 0.0013607812537733597 0.0028730755906774493 0.0029559958716481689 -0.0023987535264107583 0.0014073389597250782 0.0027680937792480889 -0.0023659114865835539 0.0025005441589590082 0.0023923339175752766 -0.0025402126389837652 -0.0026007230931442468 -0.0017078478520035968 -0.002739288994195141 0.0020966443779928223 -0.0029073733106421292 -0.0024987124688555604 -0.0029294466295051434 0.00094381007697863343 0.0021862723446952267 0.001654946714383885 -0.00014728582204122701
leaf_weight=0.013144109867425868 0.011797217302955687 0.055003485523002382 0.01686152124648288 0.020750901862356841 0.052229300203634921 0.045673333316699427 0.022747908938981709 0.040902131043139889 0.01849510609099525 0.023811309263010116 0.0054849283405928864 0.0073791151371551669 0.059923298101352884 0.012969827645065379 0.0044892569003422969 0.012824580850065104 0.016593399050179869 0.050420115300767065 0.015630068863174529 0.025365695191794657 0.026572761550596624 0.024669936040709217 0.035377638335148731 0.01333624433902969 0.01619371134438552 0.015243942282722855 0.027761815672874945 0.027005279019022055 0.063219932620768304 0.12304495945295457
leaf_count=21 4 210 42 41 70 63 11 123 70 47 6 5 467 53 5 45 22 118 11 35 200 547 78 182 87 49 44 27 100 338
internal_value=0 -1.33274e-05 -5.76289e-05 -1.05255e-05 0.000671123 0.00109007 -0.000843879 0.000473455 -0.000542354 -0.000217184 -0.000466508 -0.0018292 -0.000267672 -0.00146108 -0.00203865 0.0004913 -0.000346676 0.00126105 -0.000185128 -0.00106303 -3.93211e-06 -0.00171844 0.000157636 0.000326577 8.39025e-05 0.000246923 -0.000102003 0.000441493 0.000207666 0.000464408
internal_weight=0 0.893126 0.879982 0.86312 0.200799 0.1573 0.0434988 0.111627 0.0593972 0.662321 0.489914 0.0623826 0.427532 0.0773824 0.0644126 0.172407 0.0825455 0.0898615 0.0394414 0.0659521 0.350149 0.0301549 0.319994 0.293422 0.258044 0.244708 0.0405864 0.228514 0.201509 0.186265
internal_count=3121 3117 3096 3054 378 326 52 263 193 2676 2354 215 2139 525 472 322 146 176 58 124 1614 553 1061 861 783 601 89 514 487 438
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 48 51 457 8 41 1429 457 16 0 0 16 160 133 13 49 160 13 0 454 51 1 148 2 43 474 13
split_gain=0.0101665 0.0106638 0.0140073 0.0133614 0.0120077 0.0196527 0.0151931 0.0118888 0.0119257 0.0120856 0.0121474 0.0135673 0.0198627 0.0175668 0.0196786 0.0150818 0.0131846 0.0159899 0.0155356 0.0128942 0.0150327 0.0122597 0.0123854 0.0116514 0.0143546 0.0201917 0.0156159 0.018224 0.0135274 0.0155102
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 0.12649500000000002 0.13705500000000001 0.069910000000000014 0.088180000000000022 0.079885000000000025 0.084545000000000009 -0.0029299999999999994 -0.083539999999999989 -0.059114999999999994 -0.053834999999999994 0.083160000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082759999999999986 -1.0000000180025095e-35 -0.079874999999999988 0.24813000000000004 -0.24955499999999997 1.0000000180025095e-35 0.15466000000000005 0.10538500000000002 -0.080634999999999984 0.10097500000000002 -0.080084999999999976 -1.0000000180025095e-35 -0.53104499999999988
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 23 8 9 10 -2 15 21 -14 -15 -12 18 -18 -17 -16 -21 -13 -23 24 26 -26 -5 -28 -27 -30
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 11 12 13 14 19 16 17 -19 -20 20 -22 22 -24 -25 25 28 27 -29 29 -31
leaf_value=0.0033227901767824745 -0.002683662405930412 -0.0033222275855562876 0.0026793732711870143 0.0021465393024734502 -0.0030907122670345054 0.0008297493598297984 0.0027216511439774262 0.0027554009163297303 -0.0026910825056805691 0.0018343729557309424 -0.0029284158630191368 0.0033317775958465337 0.0029754679477584636 0.002822143130552352 0.0013424771569809015 0.0031234254772894302 0.0025821515654139661 0.00021462156528977459 -0.0033201837344197182 -0.0033261039216616064 0.00037253869338573354 -0.0026452979417369901 0.0031971082455483349 -0.003325680326569669 -0.0033245094007305458 -0.0018239497642529273 0.0011561145298845932 -0.001683190340385619 -0.0017582843295045046 0.0028920692563685472
leaf_weight=0.0097007972274241183 0.026499915501972282 0.01175044201761466 0.025996855113589845 0.024503555231149221 0.027981328623809532 0.02829980574460933 0.031719018232251983 0.012661454680255702 0.0258771880430686 0.025680845665988272 0.015157354834968828 0.0043589132837951175 0.018204092782980297 0.015079483491717838 0.015243342955727712 0.0053607212030328802 0.043051340566307772 0.11588897974911561 0.017750479820847431 0.036692726276669418 0.018035310204140842 0.083917772199583851 0.0041921517113223663 0.0094720177958151908 0.00898025615606457 0.0095596288565502618 0.036629663691655878 0.077513113331406203 0.0089160163006454241 0.068713373263108224
leaf_count=86 154 49 104 57 33 26 77 42 72 122 113 1 7 19 22 3 55 116 312 57 6 984 4 25 5 19 105 261 7 178
internal_value=0 -9.23332e-05 0.000331527 0.000154115 0.000277046 -0.00111939 0.000561796 -0.000416623 -0.000501895 -0.000374624 -0.000509875 -0.000363272 -0.000982 1.80236e-05 -0.000614981 0.000250796 0.000515493 0.000855902 -0.00182557 -0.00135571 -0.00210724 -0.00209867 -0.00236732 0.000281354 0.000426855 0.00141163 -0.000256216 -0.000772026 0.00189944 0.00235796
internal_weight=0 0.853687 0.370035 0.344038 0.332288 0.0562811 0.276007 0.483652 0.470991 0.445113 0.419433 0.392933 0.195724 0.103255 0.0850509 0.197209 0.182052 0.15894 0.0231112 0.0699714 0.054728 0.0924688 0.0881099 0.244288 0.234816 0.0961693 0.138646 0.114143 0.087189 0.0776294
internal_count=3121 3035 946 842 793 59 734 2089 2047 1975 1853 1699 1100 111 104 599 486 171 315 85 63 989 988 657 632 209 423 366 204 185
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=39 42 376 2 133 43 151 132 129 52 12 4 146 1 47 48 38 160 16 15 456 41 1429 457 401 4 12 43 1374 14
split_gain=0.00957614 0.0146132 0.0136779 0.0117194 0.0119497 0.0116382 0.0103138 0.0110669 0.0149415 0.0127037 0.0110541 0.0119222 0.0108508 0.0142786 0.020018 0.0143319 0.0134514 0.0114248 0.012054 0.0120586 0.0130314 0.0116566 0.0114708 0.0123423 0.0123242 0.0128631 0.0143738 0.0170132 0.0131935 0.0126381
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 0.39192500000000002 -0.5225749999999999 0.079970000000000013 0.085550000000000015 -0.43320999999999993 0.051320000000000005 0.40124500000000002 0.12035500000000002 0.11323000000000001 0.13148500000000005 0.10358500000000001 0.084835000000000008 -0.091944999999999985 -0.54165499999999989 0.095175000000000023 -1.0000000180025095e-35 0.075585000000000013 -1.0000000180025095e-35 -0.0029299999999999994 0.021890000000000003 -0.49405499999999997 0.090455000000000021 0.08845500000000002 -0.094929999999999987 0.083150000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 9 -8 -9 -12 13 16 15 -15 17 -11 -19 21 -21 22 -20 -24 25 -25 27 28 -27 -30
right_child=-2 2 -4 -5 -6 -7 7 10 -10 12 11 -13 -14 14 -16 -17 -18 18 19 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.003600045130803075 0.0035986860779732119 -0.0033871026862037335 0.0027625191333019031 0.0035814166907023244 -0.0031522935408448164 -0.0035434552260164716 -0.0029349019542890911 0.0029994506207118555 -0.0035435048616854169 -0.0021384843371998817 -0.0020880767608169684 0.0035943086040761216 -0.0036097212052597057 0.002520748698007834 -0.0014919800558824985 -0.00060322665118255124 -0.0036045945619994245 0.0033359161110354182 -0.0036055498829099535 0.0033780038232481915 -0.0035970024381392586 -0.002324912045483987 -0.001552704707040415 -0.0017474771332753303 -0.0032593642889175317 -0.0010426465396220336 0.0023306532785383302 -0.0023149455359988739 0.0015064250328814973 -0.0035957324596494534
leaf_weight=0.01506942763353436 0.0091405957409733674 0.011662190121114691 0.021975925825472586 0.010931708367024839 0.016858808705705997 0.012411579644776793 0.018780141025217745 0.030590437059117903 0.015932790448346168 0.031962227111307584 0.015356448491274932 0.006898917847138363 0.010213119065156206 0.086171466989981127 0.029571382328867912 0.024264943736852729 0.014265912176142592 0.014227973961169482 0.0095480251201252031 0.0041381149203516534 0.02086965931641771 0.023529199173026427 0.038150746942164915 0.024926319791120477 0.010310069526894949 0.038643751953713945 0.072208557539056528 0.024823702249932467 0.15229696124924885 0.0065274522557956507
leaf_count=18 23 44 58 53 365 111 234 70 155 294 140 12 3 192 25 28 22 40 45 2 118 47 121 31 176 34 139 36 475 10
internal_value=0 -9.70979e-05 -3.09523e-05 -0.000110055 -0.000162795 -9.54419e-05 -3.72859e-05 1.66575e-05 -0.000107874 -2.43573e-05 0.00159872 -0.0003266 6.14991e-05 0.000121353 0.00113179 0.00183435 -0.000169479 -6.56908e-05 8.48113e-05 -2.37793e-05 -0.00244283 0.000127094 0.000279951 0.000380794 0.000604501 0.000729215 0.00093884 0.000486728 0.000838926 0.00129673
internal_weight=0 0.813118 0.798049 0.776073 0.765141 0.748282 0.735871 0.724208 0.671363 0.65543 0.0528458 0.0222554 0.63665 0.626436 0.140008 0.110436 0.486429 0.472163 0.440201 0.425973 0.0250078 0.400965 0.377436 0.367888 0.329737 0.319427 0.2945 0.222292 0.197468 0.158824
internal_count=3121 3098 3080 3022 2969 2604 2493 2449 2227 2072 222 152 1838 1835 245 220 1590 1568 1274 1234 120 1114 1067 1022 901 725 694 555 519 485
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=124 38 1 1456 1365 4 47 11 128 47 13 13 41 3 16 0 3 13 39 0 0 16 12 16 2 52 3 52 159 16
split_gain=0.00943253 0.0160402 0.0112575 0.0112373 0.0109517 0.0114808 0.0185378 0.0119313 0.0117383 0.0106752 0.0100913 0.0132983 0.00979237 0.0119494 0.0150004 0.0120952 0.0151068 0.0118013 0.0129009 0.0106628 0.0222338 0.0135287 0.0111181 0.00945998 0.0088797 0.00885634 0.012969 0.00885102 0.00859666 0.00817868
threshold=-0.043384999999999993 0.095410000000000009 0.098700000000000024 1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.080455000000000013 1.0000000180025095e-35 0.11069000000000002 -0.53104499999999988 -0.50061499999999992 0.078475000000000017 -0.12018999999999998 -0.27167499999999994 -0.11013499999999998 0.048265000000000009 -0.15078499999999997 0.16946000000000003 -0.052984999999999997 -0.059114999999999994 -0.056919999999999991 0.084100000000000022 -0.0083599999999999976 0.094835000000000017 -0.0064899999999999992 0.090900000000000009 -0.080114999999999978 -0.50206999999999991 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=1 2 24 4 5 7 9 8 10 -7 -2 -12 13 23 -15 16 -16 -17 19 20 21 22 -19 -13 -1 26 -18 -28 -24 -25
right_child=3 -3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 14 15 17 25 18 -20 -21 -22 -23 28 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0020043339222291148 -0.0035913801271756376 -0.0037159396779501063 0.0038140779976884209 -0.0039667079640254895 -0.0036675263820995559 0.00085945333566026568 -0.0030976058990692481 -0.0036060095172124646 -0.003973432998256741 0.003983677935621475 0.0039768766022863595 -0.00029875763669261012 -0.0035840352360459828 -0.0038788945496132377 0.003940613313450957 0.0014148894222499155 -0.0023270972317154586 0.001749439557729712 0.0039737290155688106 -0.0031586094916511423 0.0032095221921343074 -0.0033382177015397999 0.0029149996081399522 0.003797218842144567 0.0019567180896403438 0.0018661888679143335 -0.00090425170790689609 0.0019970172751912264 -0.0039649057345885917 0.00065628121297895076
leaf_weight=0.013880547076041694 0.013025429914705455 0.008963034703356243 0.028622860239238435 0.012243606340348379 0.013529734655094217 0.13380543473408579 0.017039577112882398 0.017218260488107262 0.012953304763755114 0.019721869513887214 0.012520545526058413 0.037224639839223528 0.012791595609996875 0.018386527500751981 0.018762481970043154 0.028969891532142356 0.036719757825267152 0.022463225335741299 0.0068369150767466627 0.046646338493019357 0.017388355005778067 0.04073274611528177 0.0036275271786507792 0.027629836044980038 0.024761174088780535 0.035196556447772309 0.031657204263865424 0.034574312483528047 0.01339202600797762 0.024655085879203398
leaf_count=28 7 26 174 268 47 268 16 125 189 14 8 39 52 54 27 30 24 47 13 155 21 559 22 28 31 39 29 32 733 16
internal_value=0 0.00126586 0.00192968 -0.000201663 -0.00013557 -6.57004e-05 0.000825384 -0.000361761 -0.000249175 0.00126079 -0.000149337 -5.39814e-05 -0.000164258 -6.59256e-05 -0.000392015 -0.000201754 0.000602816 -0.000902895 -0.00134731 -0.00159951 -0.000854395 -0.00173533 -8.17021e-05 0.00122865 0.000533863 0.000149495 -0.000437401 0.000610275 -0.00249853 0.0023161
internal_weight=0 0.0762276 0.0672646 0.709713 0.697469 0.683939 0.170567 0.513373 0.496154 0.153527 0.483201 0.470176 0.457655 0.444863 0.355354 0.336967 0.15691 0.180057 0.151087 0.14425 0.0976039 0.0802155 0.0394828 0.0895096 0.0386417 0.138148 0.102951 0.0662315 0.0170196 0.0522849
internal_count=3121 259 233 2862 2594 2547 298 2249 2124 282 1935 1928 1920 1868 1785 1731 151 1580 1550 1537 1382 1361 802 83 59 124 85 61 755 44
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1456 2 11 160 31 1 4 13 3 52 52 48 1 4 0 1 4 12 0 4 3 160 452 42 2 457 2 2 13 2
split_gain=0.0439463 0.0450829 0.0398736 0.035252 0.0336883 0.0332356 0.0529351 0.0517667 0.0471432 0.0322154 0.0659132 0.0368969 0.0365782 0.0311942 0.0427388 0.0367388 0.0296843 0.0295001 0.0269454 0.0266383 0.0263437 0.0240875 0.0235719 0.0230572 0.0219199 0.0227237 0.0199451 0.0163051 0.0155691 0.015019
threshold=-1.0000000180025095e-35 0.098035000000000011 0.088215000000000002 -0.51146999999999987 -1.0000000180025095e-35 0.084525000000000003 -0.070499999999999993 -0.39067499999999994 0.083060000000000009 -0.088204999999999992 -0.081429999999999989 -0.064549999999999982 0.12577000000000002 -0.083854999999999985 -0.23091999999999999 0.090475000000000014 0.0082450000000000006 0.09334000000000002 -0.10607499999999999 0.50500500000000004 0.16158000000000003 0.032695000000000009 0.085195000000000007 -0.088934999999999986 0.11215000000000001 0.091015000000000013 0.097070000000000004 -1.0000000180025095e-35 0.0076650000000000008 0.116525
decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 -2 6 -5 -8 -7 16 -11 -12 13 17 -15 -16 26 23 -17 21 24 -20 27 -13 25 -10 -6 -1 -14 -26
right_child=1 2 -4 5 9 8 7 -9 20 10 11 12 28 14 15 18 -18 -19 19 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013788037007567608 0.0013763439974799584 -0.0013778806580331084 -0.00093517921998158607 0.00054844502252364099 -0.0012052062283590503 0.0011119840696663563 0.001385993414721299 -0.0011475089996757586 -0.00010911812045846499 0.00099314770570028857 0.00084228298359476973 -0.0013772083076532564 0.001376303196234601 0.00052925577074111314 -0.0013748724363620954 -6.5072415741501978e-05 -4.4674659978735304e-05 -0.0013800560402810341 -0.0013799510228288427 0.00099233681483087456 0.00090201824473830664 0.00072517178850856263 0.0013828474439673704 0.00048706268555357384 -0.0008701433861992362 0.001352438386135256 0.00073447134934617514 -0.0013759316219923818 7.0038953803645788e-05 4.1902273218265015e-05
leaf_weight=0.0042911279015243045 0.026183209317423795 0.021902502204284247 0.049223236576835916 0.13621834288278478 0.12816558638769482 0.19847826306977367 0.018197083380073309 0.092310821720729908 0.042612315912265331 0.09636711333223491 0.057508077290549409 0.01379315579924878 0.030408548705963767 0.055153546360088401 0.1250696002148286 0.14192673054640181 0.090789899188166601 0.022338912595841975 0.097871172007216956 0.012035472609568387 0.085525487837912806 0.011442167986388085 0.0071691628545522681 0.1337630621756033 0.056182527274359018 0.037865341626456939 0.010836248246050673 0.071965043969612785 0.039582187113410328 0.086305577613529749
leaf_count=1 83 22 74 42 260 228 2 293 35 58 36 103 37 8 790 38 45 54 193 12 114 16 1 184 17 21 14 286 9 45
internal_value=0 2.0689e-05 0.000263003 0.000339046 -0.000162132 0.00038894 -2.43111e-05 -0.000730323 0.000590056 -0.000199883 -7.49135e-05 -0.000213835 -0.000302709 -0.000409999 -0.000601617 -0.000762226 -0.000655215 9.02086e-05 -0.000471188 -0.00094617 0.000254256 -0.0011596 -0.000997161 0.000312796 5.78704e-06 0.000578555 -0.00105399 -0.00122092 0.000637565 -0.000317714
internal_weight=0 1.91806 0.824822 0.775598 1.09323 0.753696 0.246726 0.110508 0.50697 1.06705 0.83726 0.740893 0.683385 0.613394 0.443499 0.388345 0.229792 0.169895 0.263276 0.121349 0.308491 0.109313 0.0834253 0.147556 0.222966 0.0804777 0.139002 0.0762562 0.0699907 0.142488
internal_count=3121 2833 893 819 1940 797 337 295 460 1857 1538 1480 1444 1398 1057 1049 319 341 259 221 232 209 288 287 118 56 274 287 46 62
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=1456 151 457 457 1213 475 146 150 1374 1 48 457 3 1 49 11 42 13 43 43 52 42 52 16 1 1 13 3 3 1
split_gain=0.00886539 0.0097587 0.0089754 0.0147281 0.0116055 0.0135566 0.00958264 0.0118848 0.0139025 0.0142355 0.0130611 0.0123809 0.0120364 0.0103382 0.0146038 0.0113047 0.0110369 0.0182315 0.00943279 0.0161426 0.0107177 0.0100552 0.00967399 0.00902809 0.00900155 0.0129524 0.0101835 0.0147944 0.0124389 0.0152453
threshold=-1.0000000180025095e-35 -0.033849999999999991 -0.14941999999999997 -0.0029299999999999994 -1.0000000180025095e-35 -0.086004999999999984 0.12035500000000002 0.081835000000000019 -0.094929999999999987 0.08592000000000001 0.095425000000000024 0.088350000000000026 -0.55926499999999979 0.11323000000000001 -0.0020949999999999996 0.088215000000000002 0.091625000000000012 0.41383500000000001 -0.074974999999999986 -0.00067499999999999993 0.11434500000000002 -0.095284999999999995 -0.12005499999999998 -0.29154999999999992 0.11039500000000001 0.104035 -0.10278499999999999 -0.52915999999999996 -1.0000000180025095e-35 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 -1 -2 -4 5 -5 7 13 10 11 -9 -10 -11 14 -6 16 18 -18 21 -20 24 -16 -23 -24 25 26 -21 -28 -29 -30
right_child=2 -3 3 4 6 -7 -8 8 9 12 -12 -13 -14 -15 15 -17 17 -19 19 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0012167102160175352 0.0022759279714845157 -0.0034538923474735769 -0.002062199532427561 0.0034547648305218305 -0.002437577968060311 -0.0034537288683618877 -0.0032746290011788021 -0.0030779004930803337 -0.0027951190454880339 -0.001730807935505486 0.0010197249875955859 0.0018073691669002656 0.0026116385341057409 0.00072500276439651449 -0.001785894328897541 -0.0029677602694342161 -0.0030988923196817505 0.0034728556248772181 -0.0034046284356428775 0.0015294260939360343 -0.0030138367160363602 -0.0033275174386181243 -0.0022433999785525299 0.0024148489131408609 -0.0024995404254984947 0.0033893545211551852 0.0034614721289929319 -0.0028967648430292385 0.0027654010588391612 -0.0018341973127780444
leaf_weight=0.0076088325931777936 0.020429228349485129 0.017777362252786588 0.040631669518802482 0.0040753148496150962 0.036693357659487447 0.019920622910262864 0.0095167162944562733 0.016739638446779281 0.014438345660892082 0.0083362511541054118 0.02075043835429824 0.013443598443700466 0.086404008409317612 0.14283442082023612 0.011355404925780022 0.015890270329691702 0.026688212301678504 0.0061952811665832988 0.016816507055636976 0.044888584984619229 0.011789556901931064 0.0042617716387667306 0.0053936834970045302 0.061006318044178443 0.01168236970261205 0.017934135649284144 0.0094424366252496839 0.027744597670789517 0.01539703850994556 0.019394077286960965
leaf_count=28 39 260 188 4 110 453 4 37 59 8 11 13 207 323 73 65 313 1 244 30 38 53 17 243 11 29 4 192 11 53
internal_value=0 -0.002054 2.01659e-05 -4.38687e-05 7.69033e-05 -0.00228043 0.00016326 0.000213943 0.00102931 0.00159162 -0.0008099 -0.000575977 0.00222954 -5.50059e-05 -0.000380227 -0.000133427 2.18828e-05 -0.00186077 0.000262671 -0.000189765 0.000151815 0.00122853 0.00171295 0.00203646 0.000406599 0.000658456 0.000239378 -0.00056515 -0.00117314 0.000201385
internal_weight=0 0.0253862 0.740094 0.719665 0.679033 0.0239959 0.655037 0.64552 0.160112 0.122622 0.0374901 0.0278819 0.0947403 0.485408 0.342574 0.30588 0.28999 0.0328835 0.257106 0.175089 0.158273 0.0820172 0.0706618 0.0664 0.146483 0.134801 0.116867 0.0719782 0.0625357 0.0347911
internal_count=3121 288 2833 2794 2606 457 2149 2145 335 287 48 72 215 1810 1487 1377 1312 314 998 612 368 386 313 260 330 319 290 260 256 64
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 484 8 0 0 16 52 11 15 0 1 13 484 4 2 4 16 2 15 16 16 3 1374 15 4 52 16
split_gain=0.00862207 0.00864372 0.0107979 0.0112485 0.0102977 0.0108196 0.011311 0.0236249 0.0103058 0.00997614 0.0098552 0.00967923 0.0165945 0.0178058 0.010683 0.0134715 0.00967312 0.00931694 0.00952322 0.0147631 0.0152353 0.011207 0.0112753 0.017738 0.00929098 0.00921607 0.0128801 0.0118289 0.0100921 0.0073904
threshold=-1.0000000180025095e-35 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 -0.079734999999999986 0.088180000000000022 -0.10607499999999999 -0.074229999999999977 -0.36241499999999999 0.083680000000000018 0.089270000000000002 -0.074054999999999996 -0.23194499999999998 0.091785000000000019 -0.52014499999999986 0.097530000000000019 0.2623950000000001 0.10097500000000002 0.27287000000000006 -0.008904999999999998 0.11728500000000001 -0.024814999999999997 0.15891500000000003 0.23311500000000004 0.12745000000000004 -0.094929999999999987 -0.11713499999999999 -0.0047449999999999992 -0.0064899999999999992 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 8 9 16 -8 11 12 -5 -14 -15 -16 -6 -13 19 20 -19 -21 -23 -24 -22 -10 -27 28 -28 -9
right_child=1 2 -4 10 5 -7 7 29 25 -11 -12 17 13 14 15 -17 -18 18 -20 21 24 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0035256654252469187 -0.0035255483831961726 -0.0035247517392494039 0.0027831506687623002 -0.0018344158963532807 -0.0035261734586912721 0.0032251846326996751 -0.0034752627508598003 0.00045814574270597774 -0.0015070749089687 -0.00057085574677280971 -0.0024758509877781287 0.0021665959368589701 -0.0035215495587802548 -0.0016267279399861685 0.0032944228591916033 -0.0012586263689721672 0.001092572471543577 -0.0034848739860281462 0.0026635652752264186 -0.0035237516968149997 0.002835635557237314 0.0025574835097348469 -0.0035273692171734938 0.0013130501568280489 -0.0021713235816321645 -0.0014844600783667332 -0.001625312651599079 0.002407413527705707 0.0020877154955812726 -0.0012007772860304919
leaf_weight=0.0082715988594372902 0.012870220911224806 0.0098430046365365342 0.021079499599181872 0.017775692573195556 0.015594469414736523 0.010354020334034431 0.050020003445922612 0.092164238491818651 0.021676991804270074 0.020728190987142625 0.01497956030016212 0.019894917898682252 0.0069594798113712377 0.0076396780659706556 0.066322861347998696 0.0091658642409129243 0.0087841194890643237 0.034581335750431208 0.011499888392791036 0.0084149860203979188 0.0097520673534745583 0.026866321604074983 0.014390415388334077 0.026953963438472783 0.0086804861239215825 0.021679990150914819 0.021769309493720357 0.065146447730512591 0.01555163146713312 0.052084178472796339
leaf_count=86 268 49 104 29 46 41 662 211 11 591 64 43 123 7 170 9 23 69 37 75 32 51 13 60 11 34 30 44 37 91
internal_value=0 -8.88624e-05 0.00034949 0.000174833 -0.00042673 -0.000325903 -0.000421355 -0.000958072 0.000256614 -0.00262431 0.00030311 0.000457918 0.00127397 0.00188731 0.00234013 0.00274159 -0.00186194 -8.86893e-05 -0.000406593 -0.000678936 -0.00210712 0.000309158 0.000782015 -0.000371717 0.000477696 0.000610789 0.000980583 0.00150214 -7.80943e-05 -0.000140846
internal_weight=0 0.723224 0.3148 0.293721 0.408424 0.395554 0.3852 0.214997 0.170203 0.0707482 0.283878 0.268898 0.107864 0.0900879 0.0831284 0.0754887 0.0243786 0.161034 0.141139 0.12964 0.0530139 0.0766257 0.0682107 0.0413444 0.0184326 0.145824 0.124147 0.102467 0.0373209 0.144248
internal_count=3121 3035 946 842 2089 1821 1780 1555 225 1253 793 729 338 309 186 179 69 391 348 311 112 199 124 73 43 156 145 111 67 302
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=15 45 14 124 38 3 151 1348 484 51 3 0 48 15 16 49 2 39 15 13 43 2 0 41 131 160 9 2 4 3
split_gain=0.00829926 0.0082836 0.0111411 0.00898309 0.0154186 0.0117347 0.0112624 0.0112659 0.0124642 0.0102691 0.00947044 0.0116072 0.0118775 0.0158802 0.0118699 0.0110431 0.0116859 0.0108269 0.0114164 0.0123596 0.0107775 0.0102477 0.0098383 0.0124352 0.00974493 0.00958393 0.00956783 0.00948706 0.00844704 0.00827108
threshold=-0.49307999999999996 -0.080359999999999987 0.062655000000000016 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.14842000000000002 -0.12018999999999998 -0.10607499999999999 0.086260000000000017 -0.11713499999999999 -0.094359999999999986 0.0034800000000000005 0.10613000000000002 0.16946000000000003 -0.053579999999999996 -0.084034999999999985 -0.084004999999999982 0.13754500000000003 0.18019500000000002 0.079885000000000025 0.10340500000000001 0.032695000000000009 -0.036024999999999995 0.097845000000000015 0.36766000000000004 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=-1 -2 3 4 -3 6 -5 8 9 -8 15 12 13 29 -14 16 22 18 21 20 -20 24 23 -10 25 26 -13 -22 -28 -12
right_child=1 2 -4 5 -6 -7 7 -9 10 -11 11 17 14 -15 -16 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.002947481091520013 0.0029521728565974829 0.0015699573043840133 -0.0023189678416761813 -0.0029479217717044417 -0.0029505973193485083 0.0022445848379693961 -0.0026710479308391542 0.0028417531366774747 0.0011144274376029444 0.0010813390893218233 -0.0027738514839848443 0.0029541265282236784 -0.0019810953535971077 0.0013334302211449873 0.00029441252302506399 0.0024487947502134805 0.001515793060517532 0.0029521365510901737 0.0016909700844659301 -0.0023590174707838894 -0.0029510898080688163 0.002563447346388515 -0.0021708687284441967 -0.0021194899585358783 0.0024936588207853062 0.0015022552909376681 -0.0029476788959771553 -2.9533259306271476e-05 0.001509830085330046 0.00050482688360862788
leaf_weight=0.0079831732338107031 0.0077642342876060857 0.054375709445821485 0.019210349495097034 0.012879944337782945 0.0074423792557354309 0.017198848573116265 0.0293480999164899 0.010627674933857634 0.036633523739055818 0.0080672407157180714 0.0142854720302239 0.0033028302132152012 0.03561926975089591 0.092258727934222406 0.045040352564683417 0.022669808062346419 0.037969265476021974 0.0062699299760424756 0.014653954981895367 0.066956381316572333 0.016728096508245471 0.011381785181129089 0.021530351357796462 0.01436078037659172 0.0078643527428994275 0.0097700479907416593 0.026315013645785257 0.02277107266627354 0.0042898895881080526 0.012532330554677173
leaf_count=85 9 199 100 55 25 86 430 25 69 28 36 3 32 97 30 25 89 13 50 931 210 27 10 16 33 51 314 20 15 8
internal_value=0 -7.31572e-05 -0.000107581 -4.35204e-05 0.00102572 -0.000153442 -0.000224049 -0.000162633 -0.000219587 -0.00186198 -0.000102136 -0.000333693 0.000162298 0.000753477 -0.000710451 0.0005761 0.000191883 -0.000854269 -0.000983952 -0.00151277 -0.000466441 3.38583e-05 -0.000501232 0.000203707 -0.000524738 -0.00106821 -0.00180886 -0.00126683 -0.00232287 -0.00124168
internal_weight=0 0.690118 0.682353 0.663143 0.0618181 0.601325 0.584126 0.571246 0.560619 0.0374153 0.523203 0.39004 0.199736 0.119077 0.0806596 0.133164 0.110494 0.190303 0.184033 0.12111 0.0541531 0.0629239 0.0725247 0.0509943 0.0515421 0.0436778 0.0339077 0.0394992 0.0306049 0.0268178
internal_count=3121 3036 3027 2927 224 2703 2617 2562 2537 458 2079 1870 203 141 62 209 184 1667 1654 1211 280 443 95 85 416 383 332 230 329 44
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=147 4 1348 11 1456 452 1 15 1374 15 15 51 133 4 0 3 13 3 2 40 2 4 43 1 43 1 41 42 42 43
split_gain=0.00759987 0.00875105 0.00814596 0.0108638 0.0105917 0.0088644 0.00853749 0.012329 0.010631 0.0147684 0.0105823 0.0119242 0.00948264 0.0112936 0.013849 0.0143298 0.0089844 0.0101458 0.0125547 0.0100265 0.00878757 0.0114898 0.00848965 0.00838153 0.013182 0.00796192 0.00781404 0.0077243 0.00723277 0.00718139
threshold=-1.0000000180025095e-35 0.51388000000000011 0.089175000000000018 0.087830000000000005 -1.0000000180025095e-35 0.085195000000000007 0.094385000000000011 -0.098289999999999975 -0.094929999999999987 -0.094549999999999981 -0.074054999999999996 0.08955500000000001 0.10622000000000002 -0.083854999999999985 -0.23091999999999999 0.10732000000000001 -0.10278499999999999 0.12178000000000001 0.11177500000000001 0.084220000000000003 0.097845000000000015 -0.27825499999999997 -0.091274999999999981 0.13686500000000004 -0.074359999999999996 0.12205500000000001 0.079395000000000007 0.090395000000000017 -1.0000000180025095e-35 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -6 -9 -10 11 23 13 20 -15 -16 -12 18 19 29 21 22 -11 24 27 -5 28 -8 -23 -18
right_child=1 -3 -4 25 6 -7 10 8 9 12 16 -13 -14 14 15 -17 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039082629909902569 -0.0040463460463137481 0.0040454726356399908 0.0033119085711728331 -0.0034142110737261739 -0.003235261650062072 0.0040540008657848721 0.0032942388073234521 -0.0040557771598868832 0.0033332587043351535 0.00080547611237760197 0.002535507599187501 0.0031973663527328326 -0.003286445786310651 0.0037310480420050204 -0.0021550456468485261 0.0017630025398250339 -0.0040549707742300635 -0.0032441611617743719 0.0033502238924922731 0.0034519507606401547 0.0022131494334708558 -0.0026801001302973054 -0.0032311141257445062 0.0040490969074315764 -0.00078623934894432438 0.0017153934071692555 -0.004049049106729442 -0.0004602663954247173 0.0028659061290063109 -0.00064460256657556422
leaf_weight=0.008252704548795009 0.016520664525842221 0.0086133414134792474 0.011525957906087569 0.025622297855306897 0.022856642005763206 0.0025498960167169562 0.028383787830307483 0.010913493208363434 0.020270879287181742 0.013835536299666273 0.016367088071547187 0.04011089318919403 0.01581686151445183 0.009318820848420728 0.081599170006199984 0.018775102129438892 0.012233186200319324 0.020499215160270978 0.014536497475091892 0.0083317481330595911 0.045408717690406775 0.004427961780493205 0.022171679394887178 0.010796612247759185 0.06764851127172733 0.0061315928032854563 0.0037086322008690322 0.013092713805690437 0.029201200287616302 0.057790077953313812
leaf_count=22 285 109 32 94 201 1 86 36 40 13 42 87 308 7 963 9 10 18 29 5 38 189 47 46 104 17 15 35 36 197
internal_value=0 -3.6383e-06 -5.72575e-05 -0.000118036 2.5463e-06 -0.00296326 9.87206e-05 -0.000381483 -0.000144677 1.66774e-05 0.000593033 0.00128883 -0.000258558 -4.89177e-05 -0.000984387 -0.00142217 -0.000265105 -0.000669352 -0.000101145 -0.000741447 0.000815177 -5.03231e-05 -0.00168008 0.00065047 0.000314217 -0.0024237 0.00152136 0.00210907 0.00213566 -0.0012404
internal_weight=0 0.659059 0.650445 0.638919 0.607166 0.0190706 0.588095 0.298305 0.275448 0.264535 0.28979 0.160033 0.244264 0.228447 0.109693 0.100374 0.129758 0.113391 0.0928915 0.078355 0.118754 0.073345 0.0360072 0.119922 0.109125 0.0317539 0.0373378 0.0414765 0.0336292 0.0700233
internal_count=3121 3099 2990 2958 2847 286 2561 1902 1701 1665 659 358 1625 1317 979 972 301 259 241 212 338 300 60 271 225 111 240 121 225 207
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=31 2 150 8 0 0 160 1375 12 49 123 0 0 1456 1 42 3 52 52 52 42 12 51 41 457 160 12 49 43 159
split_gain=0.0369073 0.0366367 0.0438428 0.0409601 0.0419505 0.0501634 0.0389885 0.0387652 0.0346478 0.0406296 0.0329102 0.0328996 0.0321677 0.0292275 0.033282 0.0363998 0.0332827 0.0328947 0.0314546 0.0463798 0.0571227 0.0434423 0.0336212 0.0296515 0.0219869 0.02191 0.0215094 0.0212898 0.0298126 0.0211019
threshold=-1.0000000180025095e-35 0.092120000000000021 0.081835000000000019 0.088180000000000022 -0.10607499999999999 -0.067094999999999988 -0.40698999999999991 -0.43996499999999994 0.095330000000000012 -0.083094999999999988 0.088610000000000008 -0.053834999999999994 -0.13027499999999997 1.0000000180025095e-35 0.10587000000000001 -1.0000000180025095e-35 0.10542000000000001 0.092650000000000024 0.11434500000000002 0.10744000000000002 0.093775000000000011 0.099100000000000008 -0.091704999999999995 0.089005000000000015 -0.0029299999999999994 0.085045000000000023 0.09141500000000001 0.10299000000000001 -0.081374999999999989 -0.48366999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 8 29 -3 -4 9 -2 13 -7 25 14 15 -8 23 -18 19 20 21 22 -17 -16 -9 -11 27 28 -24 -6
right_child=1 2 7 -5 5 11 10 24 -10 12 -12 -13 -14 -15 16 18 17 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014080603429880857 -0.0014056448585092131 -0.0014050823486604273 -0.00080442879142127058 0.0011375955683852442 0.0009062565488613969 0.00062354958541705396 -0.0014049316875204875 -0.00015663675925705337 0.00091237321975577896 0.00059237179333396456 0.0010114350911742036 -0.00047709810933687941 -0.00087308900883110291 -0.0014035217856941955 0.0013101179552000837 -0.00140247473178589 -0.00038631682128382393 0.00091705181037637104 -0.0011190762391495017 0.0013981539008653941 -0.0014076720028249473 -0.0014095361202207091 0.001016034869135951 -0.00051582490245926131 0.00097113085569053574 -0.00037916130194740993 0.0011831682781178194 0.0010073034646096066 -0.00085884758776471086 -0.0011778532102724609
leaf_weight=0.03342903966586197 0.045696701985434629 0.040346637046241085 0.034643274935660884 0.038396427858970128 0.0099583410665223804 0.070111788781105133 0.048613367374855443 0.040821237807904254 0.068766195741773117 0.14268875341076637 0.059113350182087743 0.22147448400937664 0.060989720370344447 0.031060409861765947 0.089088628799800063 0.018835395529094967 0.1337004242814146 0.053030912717076717 0.053285983994101116 0.042936469501000829 0.057777242372139881 0.030588696892664302 0.02471092420455534 0.021683791288523935 0.19988165560789639 0.066839536095358199 0.068634825407571043 0.041018696105311392 0.050858397324190951 0.21968733979338129
leaf_count=86 21 93 4 42 19 50 210 30 24 92 75 116 29 81 99 58 73 20 72 13 104 19 23 15 160 29 43 24 41 1356
internal_value=0 -7.50533e-05 9.38588e-05 -0.000279017 -0.00033904 -0.000597971 -6.10099e-05 0.000580539 1.15317e-05 -0.000184371 4.727e-06 -0.000212448 2.19297e-05 -7.298e-05 -1.67345e-05 -0.000262564 0.000344577 -1.61656e-05 -0.000119673 3.91242e-05 -0.000160421 0.00014669 0.000379971 0.000952688 0.000779871 0.000282453 0.000561229 0.000195096 -0.000245767 -0.00108748
internal_weight=0 2.08524 1.14063 0.944609 0.906213 0.521232 0.865284 0.275346 0.384981 0.316215 0.824938 0.291586 0.270518 0.765824 0.734764 0.43726 0.297504 0.186731 0.388647 0.335361 0.292424 0.234647 0.204058 0.110772 0.240703 0.209528 0.185223 0.116588 0.0755693 0.229646
internal_count=3121 3035 1257 1778 1736 1541 1063 194 195 171 970 166 150 895 814 607 207 93 397 325 312 208 189 114 190 121 131 88 64 1375
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=31 15 45 14 1425 484 133 484 158 52 453 9 16 1213 1374 1 2 160 133 42 376 52 2 49 3 49 151 133 0 13
split_gain=0.00758507 0.00753089 0.00754092 0.00987339 0.00731386 0.0078416 0.00889073 0.00786754 0.00751261 0.00787607 0.00810833 0.00835444 0.0155989 0.00818128 0.008399 0.00863269 0.0135442 0.0159641 0.0098559 0.0106635 0.0116747 0.013649 0.0096421 0.00911923 0.0117204 0.010591 0.0109801 0.010038 0.00753654 0.00828881
threshold=-1.0000000180025095e-35 -0.49307999999999996 -0.080359999999999987 0.062655000000000016 1.0000000180025095e-35 0.085515000000000022 -0.25159999999999993 0.11650000000000001 0.089460000000000012 -0.52017999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -0.5335399999999999 -1.0000000180025095e-35 0.091490000000000016 0.10781 0.073895000000000002 0.032695000000000009 0.10622000000000002 -0.088934999999999986 0.048375000000000008 0.11434500000000002 0.086825000000000013 -0.088694999999999982 0.10299500000000002 -0.081404999999999991 -0.044604999999999992 0.085895000000000013 -0.014954999999999998 -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 -3 4 5 6 -4 -7 9 -8 11 -11 -13 -14 15 16 17 -15 19 -18 21 23 -23 -21 25 -25 -27 -28 29 -17
right_child=1 2 3 -5 -6 7 8 -9 -10 10 -12 12 13 14 -16 28 18 -19 -20 20 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0035953432717753531 0.0035929634417606565 0.0035975743955785752 -0.0028492151801971254 -0.0027817372286837376 -0.0036043752038302794 0.0017448780651654163 -0.0035923069872048322 -0.0028936016516726798 -0.0019888682751233243 -0.003482172718575505 -0.0021322097061840435 0.0030146123467857081 -0.0027193677874773454 -0.0035944354210176708 -0.0029036408572088602 0.0019237852436430169 -0.0027748792629373677 0.0027442312656303968 -0.0027470399890137656 -0.0013464957222121435 0.0032896606551560026 0.0029667618806561665 -0.0035965034736492158 0.0029849355420302655 0.003326218924985142 -0.0031575615975123279 0.00080913938694757485 -0.0035969800632892259 0.0035937793088772589 5.9853296030519845e-05
leaf_weight=0.0073001062146431641 0.0070973177234918685 0.0069350970588857299 0.015542963328584847 0.018087142171225423 0.0075409753784470004 0.047166658493324576 0.00774792291781523 0.0052379897970240554 0.025703921127103513 0.0080276358062292275 0.020934152732252187 0.024289596444759809 0.013246506209213749 0.025868555734632537 0.011350356324101085 0.045903220779564435 0.013516934592303187 0.0063874912134451725 0.014371324020203247 0.026747918895352996 0.017898068221711583 0.0034663124007465731 0.017233303407010681 0.018948826245832606 0.022376532513590064 0.012040211483054009 0.089084807281892608 0.0072053673737855197 0.012421894538874767 0.093234153030607558
leaf_count=86 62 9 173 99 77 171 137 106 182 8 64 67 399 263 35 120 106 24 217 34 24 9 85 16 19 62 278 46 45 98
internal_value=0 -8.53345e-05 -0.00012622 -0.000167109 -9.00243e-05 -4.62888e-05 -0.000171967 0.00128125 -9.46218e-05 4.1913e-07 5.55891e-05 0.000150291 0.000211604 6.07433e-05 0.000144812 0.000225901 -0.000153144 -0.00233922 0.00013717 0.000318556 0.000513037 0.000260905 -0.00249743 0.000584574 0.000929714 0.000508392 7.52029e-05 0.000479431 0.000914031 0.000674789
internal_weight=0 0.645613 0.638516 0.631581 0.613494 0.605953 0.553548 0.0524046 0.538005 0.512301 0.504553 0.483619 0.475591 0.451302 0.438055 0.426705 0.275146 0.032256 0.24289 0.228518 0.215001 0.197103 0.0206996 0.176404 0.149656 0.127279 0.10833 0.0962902 0.151559 0.139137
internal_count=3121 3035 2973 2964 2865 2788 2511 277 2338 2156 2019 1955 1947 1880 1481 1446 1183 287 896 679 573 549 94 455 421 402 386 324 263 218
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=4 12 453 11 51 484 150 3 0 43 3 31 0 43 51 47 49 376 42 40 42 1 2 0 160 47 1 1 39 13
split_gain=0.0400736 0.0399911 0.0390785 0.0367265 0.0343247 0.0318404 0.0312115 0.03043 0.0394305 0.0368251 0.0359452 0.0342155 0.0357221 0.0424106 0.0359453 0.0336971 0.0297517 0.0288544 0.0265575 0.0342809 0.0288074 0.0297017 0.022281 0.0215036 0.0308356 0.021198 0.0232331 0.0324282 0.0197505 0.0292124
threshold=0.27834500000000006 -0.040564999999999997 1.0000000180025095e-35 0.080455000000000013 0.11144500000000002 -0.0068949999999999992 0.094605000000000009 -0.12018999999999998 -0.10607499999999999 -0.04890499999999999 0.20828500000000003 -1.0000000180025095e-35 -0.084044999999999995 -0.074359999999999996 0.12547500000000003 0.078875000000000015 0.0034800000000000005 0.091135000000000008 -0.088934999999999986 0.10611000000000002 0.084695000000000006 0.13146500000000003 0.11018500000000002 -0.23091999999999999 0.086870000000000017 0.10843500000000002 0.11181500000000001 0.11230000000000001 0.08456000000000001 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=3 -2 4 5 25 6 -1 16 9 -9 11 -10 14 18 -13 23 22 -15 19 -14 -20 28 -7 -11 -25 26 -3 -28 29 -22
right_child=1 2 -4 -5 -6 7 -8 8 10 15 -12 12 13 17 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010224393605875451 0.0011497814902963247 0.0010749451408469286 -0.0011754855914517532 -0.00096284980139018511 -0.00090662423981108502 -0.00016996839756533156 0.00066750384984648871 0.00068299531486319112 0.001175973150755722 0.00059543089560534063 0.0011733923536786873 -0.001130816365158526 -0.0011295368169803508 -0.00078981927489158962 0.00097663658593615801 -0.00077815538073621035 0.0010690335886250502 0.00055266797287093937 0.00083151713187281241 0.0011785180833247526 -0.0011735242635304117 0.0011919741801817833 0.00075236676042786225 0.00019552591194563345 -0.00070861067071410853 -0.00056877736124430109 -0.00069349711457630217 0.00064651119437360944 0.0011051721091869353 0.00046370281714398586
leaf_weight=0.083185683272858912 0.064711508919572225 0.075634531996911503 0.028396487847203389 0.068298961919936008 0.029696880024857819 0.12088104760914542 0.018306488276721211 0.12230275100591825 0.019057861527471243 0.090130785334622487 0.021488538568519289 0.12467613255012067 0.041604217718486325 0.18930734370133173 0.012198805549815006 0.071879778421134688 0.058932525033014826 0.02486823036451824 0.079466476351626181 0.011217154562473297 0.047341262546979124 0.01916370928302058 0.051185446456656791 0.17450491464842299 0.073644660125864903 0.025480376672931015 0.035488001187331975 0.082286038781603565 0.010005088719481137 0.021876477079786127
leaf_count=458 151 55 13 139 8 65 16 84 41 19 28 640 116 658 18 34 19 11 81 2 176 9 13 91 45 14 8 91 10 8
internal_value=0 0.000320459 0.000126704 -0.000122697 0.000275456 -8.41139e-05 -0.000717619 -3.77155e-05 -0.000115376 0.000118694 -0.000315664 -0.000368924 -0.000419536 -0.000258475 -0.000942992 -4.95712e-05 0.0003505 -0.000633941 9.01353e-05 -0.000639398 0.000306803 -0.000117007 0.000104403 0.000105243 -7.27995e-05 0.00043583 0.000568181 0.000242736 -0.000433645 -0.000656074
internal_weight=0 0.341694 0.276982 1.55552 0.248586 1.48723 0.101492 1.38573 1.15473 0.532463 0.622271 0.600783 0.581725 0.44485 0.136875 0.41016 0.230999 0.214176 0.230674 0.0528214 0.177853 0.0983865 0.172066 0.33828 0.24815 0.218889 0.193409 0.117774 0.0792228 0.0692177
internal_count=3121 340 189 2781 176 2642 474 2168 2071 273 1798 1770 1729 1071 658 189 97 669 402 118 284 203 78 155 136 168 154 99 194 184
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=39 42 43 376 484 150 1 48 12 1 0 15 3 49 2 43 0 0 49 43 16 4 160 457 4 42 42 16 16 43
split_gain=0.0072364 0.0105931 0.00914761 0.0125498 0.00858444 0.0109304 0.00959702 0.0162203 0.012929 0.0157094 0.0103177 0.0196246 0.00867085 0.0124886 0.0145514 0.0105236 0.0144478 0.0121422 0.00942465 0.0117394 0.012341 0.0141588 0.0128087 0.0107812 0.00922952 0.00859653 0.0102129 0.00857344 0.00840218 0.00811976
threshold=0.16946000000000003 -0.26584999999999998 0.24789500000000006 0.088470000000000007 -0.0068949999999999992 0.097210000000000005 0.13686500000000004 0.12879500000000002 0.11650500000000001 0.11323000000000001 -0.23091999999999999 -0.095869999999999983 -0.12018999999999998 0.0034800000000000005 0.11362000000000001 -0.075574999999999989 -0.11437499999999999 -0.08824499999999999 -0.087004999999999985 -0.00067499999999999993 0.23311500000000004 -0.0016099999999999997 -0.082179999999999989 -0.0029299999999999994 0.0067750000000000006 0.092620000000000022 -1.0000000180025095e-35 -0.040964999999999994 -0.51370499999999997 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 -1 3 4 5 -3 7 8 9 10 11 -6 13 14 29 16 -14 -18 -17 -20 21 22 -21 -24 -23 26 -19 -8 -4 -12
right_child=-2 2 28 -5 6 -7 27 -9 -10 -11 12 -13 15 -15 -16 18 17 25 19 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033901953728137733 0.0033891537793344145 -0.0024219263939006838 0.0024678919135816815 0.0032196577690047838 -0.0012593331878953927 0.0020383674407742267 0.003389288203338827 -0.002674446043505245 -0.0022118971973908151 0.0017977767072273703 0.00027863749768399583 0.0033453303242934711 0.002644025563322321 0.0030619365589065065 0.0031953297431667046 -0.0032898364542414604 -0.0033103745610443291 -0.0028838742830118573 -0.003210700580924486 -0.0021314189206370071 -0.0033890132908144283 -0.0033877221872266978 -0.0033879003849675623 0.0027008063264792317 -0.00018263293030910548 -0.0032335275742836011 0.0014198710492278599 -0.00048389384969861886 -0.0030532796588352931 -0.0019915409715702609
leaf_weight=0.010868255380501068 0.0069650090008508405 0.031739182376043118 0.0037888051706431716 0.014047443137769733 0.017433686251024483 0.0078445872086376767 0.018313673377747364 0.02492328670086863 0.02571395485119865 0.064835900955358738 0.053566966706966923 0.027016642849048367 0.023325807383116626 0.019259843351392192 0.014501424236186722 0.019735204739845358 0.01352644325311303 0.007445564212844146 0.019310709812202731 0.0099540017412209636 0.01341239438897901 0.015759789812705094 0.0036593439008356645 0.03691863135247786 0.029613567781552774 0.0070418140526271591 0.041479025001194714 0.010179477722431329 0.018878669168657325 0.027193595306016505
leaf_count=18 23 468 5 56 24 13 83 37 58 191 158 34 61 24 24 30 126 169 583 28 54 36 4 223 53 43 268 31 181 15
internal_value=0 -7.86449e-05 -2.06345e-05 5.93715e-05 -1.6684e-05 -0.001538 9.39889e-05 -1.16426e-05 0.000123603 0.000252757 2.42134e-06 0.00153935 -0.00018964 0.000576989 7.45884e-05 -0.000553663 0.000339903 -0.000433494 -0.00111269 -0.000778657 -0.000349043 7.60983e-05 0.00130801 0.00215172 -0.00129588 0.000261816 0.000764908 0.00200555 -0.00213043 -0.000485774
internal_weight=0 0.631288 0.620419 0.597752 0.583705 0.0395838 0.544121 0.515628 0.490704 0.46499 0.400154 0.0444503 0.355704 0.114522 0.095262 0.241182 0.0928187 0.0694928 0.148364 0.128628 0.109318 0.0959053 0.050532 0.040578 0.0453734 0.0559664 0.0489246 0.0284932 0.0226675 0.0807606
internal_count=3121 3098 3080 2894 2838 481 2357 2243 2206 2148 1957 58 1899 221 197 1678 667 606 1011 981 398 344 255 227 89 480 437 114 186 173
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=31 15 52 1 47 44 14 48 52 52 2 42 1 49 160 159 133 1 1 457 47 13 48 133 3 42 3 4 1 12
split_gain=0.00697825 0.00696067 0.00728811 0.00871619 0.0110351 0.0112716 0.0109881 0.010628 0.0111488 0.0118789 0.0187724 0.0107979 0.0119074 0.0103067 0.00968418 0.00920946 0.00847349 0.010205 0.0099069 0.00795268 0.00794163 0.0076486 0.0087993 0.00749984 0.00734602 0.00686227 0.00652534 0.0170983 0.00924797 0.00880213
threshold=-1.0000000180025095e-35 -0.49307999999999996 -0.24456499999999998 0.13686500000000004 0.11893500000000001 1.0000000180025095e-35 0.076175000000000007 -0.064549999999999982 -0.081429999999999989 -0.088204999999999992 0.10276500000000001 -0.11051499999999999 0.11323000000000001 0.0093850000000000027 -0.089974999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11103500000000001 0.10781 -1.0000000180025095e-35 0.11635500000000001 -0.14819499999999997 0.090390000000000012 0.10622000000000002 -0.116045 -0.092459999999999987 0.090900000000000009 -0.080924999999999983 0.097290000000000015 -0.069644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 24 -10 13 14 -13 -5 -16 18 19 -18 -3 -15 -23 26 -9 -26 27 -21 29 -29
right_child=1 2 3 15 -6 -7 -8 8 11 -11 -12 12 -14 21 16 -17 17 -19 -20 23 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0031922958085676412 0.003190379395133257 -0.0025340538211705526 0.0019268751779921061 -0.0016196854038139125 -0.0021801868774862345 -0.0029511550506129192 -0.0026855581309118267 0.00070049653631675088 -0.0031132047648331773 0.0026799547628368757 0.0029121128209183395 -0.0028288921801906705 0.0012395156618539285 -0.0029008513353693025 -0.0024356638531984913 0.0024537486220317208 -0.0031913211339491192 -0.0022223910621845138 0.0029715782838761274 0.00097311953796839698 0.00011131004636418975 -0.00051685210901897857 0.003066754290332303 -0.0023660238138733629 0.0015126319052397566 -0.0031743572649884514 0.0012021354773377279 0.0031908381769507059 0.00096305831266273471 -0.0027205266668796808
leaf_weight=0.0067272227167904921 0.0065707458854831194 0.02517013352360209 0.032239845613503348 0.0071966285759117446 0.024879749732917844 0.012839340182836168 0.014206061286813565 0.013045735278410575 0.012641023135245177 0.030110663726418352 0.016907023466956161 0.018468355240145229 0.055363657264933863 0.0039829657271184251 0.01952161048347989 0.026123339127934742 0.0084293719960442104 0.023370436163531849 0.010838342011993518 0.055682080728956862 0.021298901004456638 0.010785251968457032 0.019666852628233755 0.012732972736728243 0.0038718481649766536 0.017658239479828808 0.044842879841326067 0.0027519635696080505 0.011278527047579701 0.036836397262277387
leaf_count=86 62 324 122 7 65 32 82 20 105 72 47 255 120 9 488 101 59 16 17 78 37 231 39 263 23 117 32 7 23 182
internal_value=0 -7.32018e-05 -0.00010938 -6.26456e-06 -0.000108911 -3.32631e-06 7.63151e-05 0.00016142 2.86773e-05 0.0010892 0.000158825 -0.000220556 -0.000111258 -0.000379119 -0.000608902 0.00157395 -0.000427716 -0.000238135 1.47264e-05 -0.000170997 -0.00132156 0.0012541 0.00179754 -1.58747e-05 -0.00118749 -0.00233148 0.000181787 -0.000247643 -0.00158397 -0.0023096
internal_weight=0 0.599311 0.59274 0.546271 0.512951 0.488071 0.475232 0.461026 0.428786 0.0815935 0.0514828 0.347193 0.334552 0.279188 0.244753 0.03332 0.226285 0.206763 0.183393 0.172554 0.046469 0.0344351 0.0304521 0.164125 0.0345758 0.0215301 0.151392 0.106549 0.0508669 0.0395884
internal_count=3121 3035 2973 2612 2504 2439 2407 2325 2203 279 207 1924 1819 1699 1420 108 1165 677 661 644 361 279 270 585 160 140 322 290 212 189
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=12 43 42 42 1 16 16 3 52 160 474 14 160 159 15 374 131 15 52 48 15 15 3 3 43 3 42 15 50 1
split_gain=0.0412265 0.0521609 0.0281207 0.0280935 0.0371923 0.0284957 0.0257134 0.0236114 0.0264886 0.0317468 0.0280137 0.0251053 0.0188559 0.0224097 0.0200208 0.0181053 0.02309 0.01782 0.0182225 0.0172349 0.0162698 0.0243063 0.0205764 0.0194081 0.0160177 0.0153656 0.0237642 0.0153161 0.0139689 0.0131617
threshold=0.051320000000000005 -0.043144999999999996 -1.0000000180025095e-35 0.075730000000000006 0.13021500000000003 -0.5335399999999999 -0.25582999999999995 0.20828500000000003 -0.085984999999999992 0.10648000000000001 0.084660000000000027 -0.24175999999999997 -1.0000000180025095e-35 -0.21548999999999999 -0.15026499999999995 1.0000000180025095e-35 0.086835000000000009 0.024640000000000006 0.091820000000000013 -0.032929999999999994 -0.095869999999999983 -0.074054999999999996 0.11924500000000002 -0.0087149999999999988 -0.52440999999999993 -0.077774999999999983 0.090545000000000014 0.079055000000000014 0.041865000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 6 19 5 -5 -2 8 9 -3 12 -9 13 -10 -14 29 -17 24 28 -4 -16 -22 23 -23 -7 -26 -27 -21 -19 -1
right_child=2 7 3 4 -6 17 -8 11 10 -11 -12 -13 14 -15 20 16 -18 18 -20 27 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00034546101558975798 0.00022791000311095066 -0.0012835293191816473 0.0011173065122224359 0.0007372827569966389 0.00081583485455436562 0.001353621874198562 -0.0013048470054392392 -0.00067069500714847703 0.00050287184342255673 0.00069259701744804841 0.00097873942818559154 0.0010154417546854029 0.00080279168283126296 -0.0011589769979709645 -0.00067011339017151105 -0.0011739584034204972 0.00078151982020032535 0.00042969634904526603 -0.0013471782350430938 0.00018466040400865407 0.00063981140620032891 -0.0005083577103358538 -0.0010028517523581193 0.00054033437647852767 -0.0011428812858090428 0.00079078520130503667 -0.0010917044584455085 -0.00076137399259324163 -0.001346416597097557 0.0010759636173265337
leaf_weight=0.066116745840190561 0.026365729981080221 0.066051655743649462 0.030121679978037719 0.027937816888879752 0.03966672184469644 0.0056409542448818675 0.079953698993449507 0.021156335107662017 0.019719981122761965 0.018953291386424098 0.045323768215894233 0.065594116606916941 0.048248755007080035 0.057740229789487785 0.076424051416324801 0.02014510560547933 0.023936303324262553 0.056143996336231794 0.01817916995514679 0.1966415898532432 0.082433973904699087 0.061763582867570221 0.047491390680079348 0.066274267104745377 0.16391409545758506 0.021193586811932619 0.028463313471092988 0.036804266968829324 0.0093590916162611393 0.13781433658459719
leaf_count=36 34 100 16 26 32 1 695 18 12 8 32 107 35 62 54 9 35 219 246 161 22 25 15 33 553 24 140 30 123 218
internal_value=0 0.000141974 -0.000284167 -0.000176756 -0.00041571 -0.000563372 -0.000924745 -5.14327e-05 -0.000147769 -0.000842919 -3.0854e-05 0.000604234 -0.000130308 -0.0007359 -7.71343e-06 0.000670052 -0.000112129 -0.000683339 -0.000154955 0.000159144 -0.000124661 3.69341e-05 -0.000246196 3.44607e-05 -0.000885046 -0.000944175 -0.000288257 3.55119e-05 0.000175925 0.000839126
internal_weight=0 0.925188 0.740386 0.634066 0.370499 0.330832 0.106319 0.677175 0.590425 0.0850049 0.50542 0.0867505 0.460096 0.0774602 0.382636 0.248012 0.0440814 0.302894 0.0836823 0.263568 0.334387 0.257963 0.175529 0.128038 0.219212 0.213571 0.0496569 0.233446 0.0655031 0.203931
internal_count=3121 821 2300 1571 1364 1332 729 523 398 108 290 125 258 74 184 298 44 1306 588 207 149 95 73 58 718 717 164 191 342 254
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=12 3 3 3 1 4 12 39 47 4 3 2 3 48 15 2 132 0 41 12 48 1 38 40 48 0 16 43 0 2
split_gain=0.0310417 0.0309718 0.0252062 0.0275285 0.0245981 0.0228405 0.0249443 0.0207278 0.0235421 0.0333001 0.0309237 0.0251954 0.0310964 0.0233776 0.026766 0.0218006 0.0207041 0.0224723 0.0248635 0.0183918 0.017396 0.0243666 0.0171859 0.0170554 0.0168755 0.0167638 0.0167171 0.0166594 0.0154862 0.0144198
threshold=-0.069644999999999985 0.31299000000000005 -0.10023499999999998 -0.077774999999999983 0.09253500000000002 -0.080924999999999983 0.084100000000000022 0.16946000000000003 0.092710000000000015 0.0052350000000000009 -0.074084999999999998 0.11215000000000001 0.090900000000000009 0.085845000000000019 0.050935000000000008 0.081135000000000013 0.079970000000000013 0.12113000000000002 0.07831500000000001 0.11650500000000001 0.12879500000000002 0.111945 0.10386000000000002 -0.074429999999999982 0.09858500000000002 -0.036484999999999997 -0.18708499999999997 0.084740000000000024 -0.15350499999999997 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=4 2 16 5 23 6 -4 8 9 13 -10 12 15 14 -5 -11 17 18 19 27 21 28 -6 -1 -17 -18 -20 -2 -13 -19
right_child=1 -3 3 7 22 -7 -8 -9 10 11 -12 20 -14 -15 -16 24 25 29 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029122498923455753 0.00086579307457351653 0.0013475135361623483 0.0010258731066071876 7.0552551499245588e-05 0.0010236498298874328 -0.001168961741920774 -0.0013460837583875735 0.0013505163159561583 0.00055882460181596 0.00069735599738865992 -0.00099969698971497491 0.00058451366013851128 0.0012153304546490714 -0.0011240912211929869 -0.00134821583330555 -0.001350978937661457 -0.00014647258740059662 -0.00090516633358345827 0.00021943555040901104 -0.00032623856140359415 -0.0013557637301422501 0.00092528325824467396 -0.0002134010415961523 -0.0013483565154052829 0.0011359037606177061 0.0012561203649421103 -0.0012801100544523316 -0.00029958046533856459 -0.0013543672275989254 0.00033612612502153589
leaf_weight=0.03014073673330131 0.12017199414594848 0.025590472491785365 0.020778951119609479 0.14410451888352349 0.10593349787905026 0.10050943044325322 0.013092438383409899 0.015721286177722504 0.028801371326153458 0.034334477582888212 0.11575847215954127 0.011054543479986023 0.078203029770520516 0.063019661933594762 0.028923638166361343 0.024945393123743997 0.023130376206609071 0.067367362365075678 0.024333468627446564 0.045789378813424264 0.020656421222156496 0.030998407954029972 0.025180690819979645 0.018577376386019862 0.0061646893855140652 0.046411875257035717 0.030160675405568327 0.027263537294857088 0.022967958846038528 0.022655159416899551
leaf_count=24 169 65 59 167 265 924 394 23 23 16 115 11 37 74 234 94 47 50 20 24 6 37 19 36 10 40 37 20 45 36
internal_value=0 -0.00011723 -0.000149341 -0.000294124 0.000482639 -0.000846837 0.000109032 -0.000175409 -0.000214741 -6.73632e-05 -0.000689185 0.000297915 0.000642459 -0.000422237 -0.000166611 -4.20945e-05 0.00012084 -1.68615e-05 0.000192431 0.000418881 -0.000279752 6.20845e-05 0.000786072 -0.000333986 -0.000858185 0.000789605 -0.000610512 0.000650294 -0.000724389 -0.000592781
internal_weight=0 1.19291 1.16732 0.760035 0.179832 0.134381 0.0338714 0.625654 0.609933 0.465373 0.14456 0.229325 0.143648 0.236048 0.173028 0.0654446 0.407284 0.337742 0.247719 0.193225 0.0856773 0.0650209 0.131114 0.0487181 0.0311101 0.0695423 0.0544941 0.147436 0.0340225 0.0900225
internal_count=3121 2777 2712 2269 344 1377 453 892 869 731 138 256 157 475 401 120 443 356 270 213 99 93 284 60 104 87 57 189 56 86
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=4 151 11 48 0 150 123 158 12 51 47 10 15 457 15 52 52 52 39 484 2 3 51 403 42 13 15 0 1 403
split_gain=0.0437453 0.0392778 0.0307472 0.0297419 0.0418355 0.0380151 0.0325647 0.0281147 0.0279559 0.0346255 0.0301018 0.0279179 0.0277154 0.0340475 0.0294431 0.0269792 0.0280383 0.0366591 0.0317416 0.0246172 0.0242839 0.0242485 0.021504 0.0210996 0.0215146 0.023951 0.0313418 0.0492674 0.0323083 0.0286082
threshold=0.27834500000000006 -0.27559499999999998 0.080455000000000013 0.082620000000000013 0.051010000000000007 -0.082924999999999985 1.0000000180025095e-35 0.085900000000000018 -0.040564999999999997 0.11144500000000002 0.10843500000000002 0.039530000000000003 -0.074054999999999996 -0.0029299999999999994 -0.17952999999999997 -0.43320999999999993 0.11434500000000002 0.10744000000000002 0.14059500000000003 -0.0068949999999999992 -0.18970999999999996 0.11924500000000002 0.11144500000000002 0.090990000000000015 -0.11051499999999999 0.24813000000000004 -1.0000000180025095e-35 0.15398500000000004 0.13146500000000003 -0.088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 12 15 -3 10 11 21 13 -5 -15 -7 17 23 -18 -16 -4 -10 -14 24 -17 26 28 29 -26 -28
right_child=1 8 20 4 -6 7 -8 -9 9 -11 -12 -13 22 14 19 16 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00083566198618277457 -0.0010442903264023633 0.0011754099547551431 0.00092067709935442167 -0.00093508327861921935 0.0011676145283282772 -0.0011972805297319987 0.00080763298881058329 -0.0011977542905484452 0.0011243313241965044 -0.00090606844640822701 -0.00069083457755805984 -0.0001736240050661308 -0.0011997109453484455 -0.00084266650621954572 -0.00076927509245542259 -0.00086510306013377848 -0.0010358354526423378 0.0011252776233386138 0.0012013105344286757 0.00058155653798792287 -0.0011976688856738351 8.138397945908639e-05 -0.00017138468543774301 -0.0011788638518886909 -0.00075177695377685026 0.0010791506339927058 -0.00086556853522301201 -0.00097420787696999493 0.00059463566821893357 0.00038262025897080576
leaf_weight=0.045929054947918879 0.027388109272578731 0.061072012145814369 0.0088999373838305473 0.038551894476768211 0.050647044845391065 0.039186909386444091 0.064820167466677958 0.045203268060504342 0.11615747394353104 0.031105288187973201 0.02980057371314615 0.051452796695230063 0.048379461315562367 0.029303496895408898 0.021550547359765915 0.050170661237188829 0.083710768554738024 0.033330844337797316 0.010158615186810493 0.18211812749541423 0.058800296124900231 0.043868783905054443 0.072693107264058199 0.027782047146956756 0.14576516085025992 0.02567862414434785 0.028816986499805131 0.052911487400706392 0.030843788932543248 0.29205109697341058
leaf_count=38 15 150 5 61 29 177 100 204 102 8 13 19 53 65 45 83 314 35 2 142 134 33 34 167 339 16 257 13 9 459
internal_value=0 0.00033158 -0.000132293 -9.47666e-05 0.000136949 -0.000223918 2.28291e-05 -0.000280139 0.000444586 0.000280726 0.000433725 0.000592192 -0.000106747 0.0001053 0.000277461 -0.000229579 -0.000181038 -9.73648e-05 -0.00079373 0.000438623 -0.000919189 0.000838423 -0.000582294 -0.000159674 -0.00011446 -4.90848e-05 -0.000101723 9.43198e-05 -0.000516633 0.000270521
internal_weight=0 0.360845 1.4873 1.4196 0.508064 0.911539 0.457417 0.86561 0.333457 0.272385 0.24128 0.211479 0.392597 0.271524 0.232972 0.820407 0.78122 0.687351 0.0938694 0.203669 0.0677002 0.160026 0.121073 0.65402 0.626238 0.576067 0.550389 0.37378 0.176609 0.320868
internal_count=3121 340 2781 2642 529 2113 500 2075 325 175 167 154 400 313 252 1871 1694 1378 316 187 139 135 87 1343 1176 1093 1077 729 348 716
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=124 38 39 3 1 52 3 0 4 157 48 160 457 1 151 2 42 9 2 1 13 49 16 3 131 138 13 13 2 2
split_gain=0.0420108 0.0469931 0.0409621 0.0393096 0.0352999 0.0317225 0.0287202 0.0306368 0.0485575 0.0338691 0.0284505 0.0296442 0.0313515 0.0290132 0.0303525 0.0415232 0.0276524 0.024404 0.0243118 0.0227851 0.0206544 0.0281169 0.034178 0.0198431 0.0230346 0.0183437 0.0183164 0.0257656 0.0352115 0.021017
threshold=-0.043384999999999993 0.095410000000000009 0.15619500000000003 0.30112000000000005 0.098700000000000024 -0.23798499999999997 -0.12018999999999998 -0.10607499999999999 0.25615500000000008 -0.078969999999999985 0.12649500000000002 -1.0000000180025095e-35 -0.0029299999999999994 0.077565000000000009 -0.044604999999999992 0.090425000000000019 0.075730000000000006 -0.036024999999999995 0.094835000000000017 0.11323000000000001 -0.013304999999999999 -0.031119999999999998 -0.0064149999999999997 -0.52915999999999996 0.10340500000000001 1.0000000180025095e-35 -0.083364999999999981 -0.084319999999999992 0.097845000000000015 -0.18970999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 18 23 16 9 17 -8 11 -11 -13 -14 -15 -16 20 -9 -1 -5 -7 -22 -23 -2 -25 26 27 28 -19 -28
right_child=2 -3 -4 19 -6 6 7 8 -10 10 -12 12 13 14 15 -17 -18 25 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.00080274676820022675 0.001327970602379822 -0.0012709530101716801 0.0013260523560559606 -0.00050785932534274715 0.0012754349572199576 0.001131177631588243 0.00067032379115788683 0.0013263941865208312 0.00095685099282283922 -0.0010213081733553187 -0.0013308371560034203 -0.00096420620958893204 -0.00083639424256485499 -0.00052455669789796535 -6.0114037391587224e-07 0.0012154317740088799 -0.00047157650189118017 -0.0012158948480082304 0.00058899743468155503 0.001321226391183571 0.0010133921639345063 -0.00067351721147922183 0.00056068610662371942 -0.0012711238772637914 1.2741796844619149e-05 0.0013260341822206262 0.0013278733380680027 0.00048422719974488361 -5.627939008975231e-05 -0.0011209377044532275
leaf_weight=0.037420543361804781 0.0062995394691824904 0.029279810421940056 0.023820521710149367 0.017895729761221335 0.06696394377922843 0.035214550396631239 0.057948760153522016 0.0092385041643867627 0.02881606004666537 0.081719279161916347 0.050824606703827158 0.069091990342712961 0.058777751186425697 0.077768800438207109 0.13513416737987427 0.076613702462054789 0.19403795214748243 0.11722461970111908 0.05254061843152158 0.035152562541952648 0.041216138080926612 0.10279153390001738 0.063021259811648522 0.14515198915250938 0.029233601060695946 0.0067453813971951595 0.0062276325188573836 0.033824166748672391 0.074615779554733308 0.30392217781627606
leaf_count=28 1 26 25 13 174 14 28 4 53 71 19 23 49 40 32 29 116 459 31 98 18 60 38 343 21 2 1 72 34 1199
internal_value=0 0.000263699 -0.000393346 -0.000415383 0.000550041 -0.000448279 -0.00038995 -0.000496244 -0.000713022 -0.00028919 -0.000390298 -0.000294522 -0.000152226 8.84877e-06 0.00018045 0.000439379 -0.00010039 -0.000800226 1.00829e-05 0.000704188 0.000196931 3.80207e-05 -0.000204428 -0.000972787 -0.0010559 -0.000836437 -0.000863661 -0.000577643 -0.000764866 -0.00107177
internal_weight=0 0.186205 1.88233 1.85851 0.156925 1.80546 1.62477 1.18849 0.580614 0.607879 0.54993 0.499106 0.417386 0.348294 0.289517 0.211748 0.436281 0.551798 0.0899612 0.0530483 0.242243 0.207029 0.165813 0.180685 0.174386 0.54256 0.535814 0.225665 0.19184 0.31015
internal_count=3121 259 2862 2837 233 2726 2361 2115 1824 291 263 244 173 150 101 61 246 1771 59 111 130 116 98 365 364 1767 1765 565 493 1200
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=12 43 158 52 47 50 1 42 3 41 3 14 52 474 160 16 51 3 52 2 4 15 159 16 160 15 15 159 15 15
split_gain=0.0448379 0.0586844 0.0392568 0.0360243 0.0385744 0.0418366 0.0511833 0.0406551 0.0356861 0.041372 0.0329494 0.0351575 0.0325332 0.0356613 0.035283 0.0299301 0.029667 0.0263352 0.0254497 0.0242316 0.0222798 0.0448705 0.0225978 0.0211707 0.0187506 0.0232281 0.0246681 0.0224663 0.0215101 0.0179894
threshold=0.051320000000000005 -0.04890499999999999 0.084905000000000022 -0.43320999999999993 0.13148500000000005 0.10114000000000002 0.10752500000000002 -1.0000000180025095e-35 -0.116045 0.078065000000000009 0.30112000000000005 -0.24175999999999997 -0.085984999999999992 0.084660000000000027 0.10648000000000001 -0.42170999999999997 -0.40274499999999996 0.10732000000000001 -0.012164999999999999 0.11093500000000002 -0.080924999999999983 0.040760000000000005 -0.50206999999999991 0.23311500000000004 -1.0000000180025095e-35 -0.15026499999999995 -0.095869999999999983 -0.21548999999999999 -0.074054999999999996 -0.26481999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -5 9 -9 12 -12 14 24 -3 -8 -1 20 -18 -20 21 -10 -22 -24 27 -26 -27 -14 -28 -4
right_child=2 10 29 4 -6 -7 15 8 17 -11 11 -13 13 -15 -16 -17 18 -19 19 -21 22 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0012285629590803294 -0.0012209257770838832 -0.0011561425873964409 0.0012215893959028642 -0.0012211999518688154 -0.0011696689894810308 -0.0012210605464797154 -0.00013147139911697111 0.00073157906724299318 -0.0012276369569641109 -0.0005992255735151349 -0.00071486846047899599 0.0010438805265155448 0.0003726395211430486 0.00087590480616612154 0.00066856217456603257 0.00087635314122806219 0.0010769529156581705 0.00026572530885580163 -6.9825229593200317e-05 0.00090961945822574475 0.0011847900194436592 0.0006055931334603171 -0.001134371277799622 0.0010076818168660087 0.00073611924899425472 -0.00064798639798432467 0.00055547849732889452 -0.0010493763312762732 -0.00018552625403017213 -0.0012239008060292446
leaf_weight=0.01291511717136018 0.04668700283855276 0.080845600252359873 0.0047559580598317544 0.050635170895020454 0.048843000600754749 0.042918187047234824 0.06527401907442254 0.12629935827862926 0.031475271069211774 0.047875509571895236 0.022299675203612424 0.069644654517105664 0.022462410415755585 0.055976297888264526 0.019558039526600624 0.13305901679268572 0.1224543845783046 0.079903218196704984 0.091183296378403611 0.063805608548136661 0.0074404022307134046 0.053682485088756948 0.11303040212851623 0.0072997043389477758 0.049960007600020617 0.10570136454407475 0.084748141118325293 0.062317978907231009 0.18596555671683723 0.074424489843295305
leaf_count=5 252 101 10 565 22 270 32 52 12 34 17 101 12 34 8 52 153 14 80 54 3 135 610 14 37 59 22 62 76 223
internal_value=0 0.000111362 -0.00025585 -0.000179751 -0.000119572 -5.19864e-05 1.80922e-05 -0.000183663 -7.11677e-05 0.00036578 -6.68496e-05 0.000617323 -0.000161085 -4.78495e-05 -0.000800701 0.000544665 0.000577502 -0.000331062 0.000661575 0.000333391 -0.000555012 -7.19895e-05 -0.000876942 -0.00100443 -0.000149009 -4.48953e-05 -0.000148556 -0.000672616 4.64486e-05 -0.00107701
internal_weight=0 1.04984 0.933603 0.854423 0.807736 0.758893 0.715975 0.517642 0.467006 0.174175 0.75948 0.0919443 0.667535 0.567132 0.100404 0.198333 0.290358 0.292831 0.277443 0.154989 0.212928 0.0851578 0.127771 0.12033 0.511155 0.426375 0.376415 0.0847804 0.270714 0.0791804
internal_count=3121 821 2300 2067 1815 1793 1523 1439 874 86 529 118 411 302 109 84 292 788 287 134 774 147 627 624 268 194 157 74 98 233
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=39 42 2 376 43 133 1373 484 148 4 43 160 148 3 52 146 1 48 44 1 4 3 4 47 2 51 42 48 16 13
split_gain=0.007311 0.0101183 0.00910148 0.00912648 0.00934623 0.00856428 0.00873768 0.00855525 0.0099653 0.00843305 0.0149639 0.0117758 0.00916413 0.00990449 0.0104641 0.00918645 0.0126291 0.0174567 0.0124171 0.0133144 0.0148892 0.016305 0.0103142 0.0162187 0.0101428 0.0116217 0.0100898 0.0125496 0.021073 0.00806464
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 0.39192500000000002 0.11269500000000002 0.099250000000000019 -0.0068949999999999992 -1.0000000180025095e-35 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 -0.084449999999999983 -0.52915999999999996 -0.43320999999999993 0.12035500000000002 0.13471500000000003 0.12879500000000002 0.081805000000000017 0.077565000000000009 -0.083854999999999985 0.10732000000000001 -0.17966999999999997 0.13206500000000002 0.099515000000000006 -0.076794999999999988 -0.11466499999999999 0.086260000000000017 -0.094359999999999986 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -3 10 -9 -11 -13 -14 -15 16 17 18 19 20 29 -22 -21 24 26 -26 -24 -28 -29 -16
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 11 -12 12 13 14 15 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.0038178210227973503 0.0038169228090239242 0.0035468972328567554 0.0037985002269173202 0.0027275392224550953 -0.0037566514814515533 -0.0033012351534095503 -0.0038161830678210334 0.0021307155491685557 -0.0023765150515115126 -0.0031409630927369341 -0.0034427136416748435 -0.0023939880004113234 0.003816462404678055 -0.0029140442841399531 -0.0038189486313776077 -0.0038257055388522311 0.0036002924964571902 -0.0030231089440652184 -0.0036109213425418699 -0.0027786443086960703 -0.0027019653174865958 0.0017356841435233214 -0.0032980275511847196 -0.0038218657649379886 -0.00042535764753686485 0.0033710465347788982 0.0018243797570774705 -0.0032752145932933856 0.0022659729519843267 0.001525567932246113
leaf_weight=0.010494970510990242 0.0069679516254836918 0.0046680530499543229 0.0088187631175742354 0.016133588518187025 0.010404450870282744 0.011984458158622147 0.0087911452642401855 0.010102494736202061 0.035364458808771815 0.014297047183958966 0.0227331267487898 0.016820073459257401 0.01248904285239405 0.013608147583454411 0.0044570637401193372 0.0070797652006149283 0.018845477025024593 0.020430595093785087 0.0099510790350905154 0.0091790883088833652 0.048281769573804922 0.016007053549401462 0.0076263920603878424 0.0085535224061459303 0.014408571380954527 0.062456174521230423 0.11613759398164802 0.021041161701759847 0.018929283122815832 0.051072234721118548
leaf_count=18 23 16 54 57 113 363 21 7 422 205 118 50 19 162 2 2 85 24 13 12 545 7 17 4 24 164 316 20 43 195
internal_value=0 -0.000107642 -4.49069e-05 -0.000100303 -0.000176888 -0.000113255 -4.66155e-05 1.20851e-05 -0.00168581 0.000141675 -0.00172794 0.000266535 0.000368588 0.000469481 0.000376189 0.000479247 0.000550561 0.000409877 0.000590598 0.000701162 -0.000348692 -0.00159705 0.0011881 0.00133424 0.00151754 0.0026594 0.000981504 0.00119057 -0.000651008 0.00109659
internal_weight=0 0.631167 0.620672 0.611853 0.595719 0.585315 0.57333 0.564539 0.0400325 0.524507 0.0328356 0.491671 0.477374 0.460554 0.448065 0.434457 0.427377 0.408532 0.388101 0.37815 0.119818 0.0642888 0.258332 0.249153 0.240599 0.0768647 0.163734 0.156108 0.0399704 0.0555293
internal_count=3121 3098 3080 3026 2969 2856 2493 2472 438 2034 125 1909 1704 1654 1635 1473 1471 1386 1362 1349 749 552 600 588 584 188 396 379 63 197
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=12 3 480 151 4 38 151 474 4 483 1374 0 0 132 16 2 133 49 12 16 159 0 13 43 48 159 42 12 3 1
split_gain=0.00705069 0.0111421 0.0102245 0.0104052 0.0102205 0.012951 0.00868766 0.00868011 0.0118767 0.00963863 0.00752412 0.00732908 0.0135509 0.0101971 0.00929647 0.00830373 0.00932806 0.00835588 0.00737171 0.00937954 0.00701877 0.00763481 0.00668345 0.0082922 0.00760345 0.00660671 0.0061478 0.00592168 0.00682659 0.00585949
threshold=-0.069644999999999985 0.31299000000000005 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.091770000000000004 -0.19763499999999998 -1.0000000180025095e-35 0.50500500000000004 1.0000000180025095e-35 0.093235000000000012 -0.10607499999999999 -0.074229999999999977 0.080640000000000017 -0.54165499999999989 0.11215000000000001 -0.088004999999999986 -0.088694999999999982 0.084100000000000022 -0.056919999999999991 0.10461500000000003 -0.053834999999999994 -0.089109999999999981 -0.52440999999999993 -0.064549999999999982 -0.50206999999999991 0.075730000000000006 0.088845000000000021 -0.116045 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -5 -8 9 10 11 14 18 20 -9 16 -16 -18 19 -13 21 -14 -23 -24 -25 -20 -26 -15 -29 -1
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 -12 12 13 27 15 -17 17 -19 25 -21 -22 22 23 24 26 -27 -28 28 -30 -31
leaf_value=0.00022432514400314547 -0.0035931751769023362 0.0035926546819350326 -0.0033314985454988505 0.0031017424912783004 0.0035079848410680993 -0.0030255800136844402 -0.0036007316498098117 0.0033780225408364889 0.0031323164766645013 -0.0033042937849033427 -0.0034204205178599086 0.0012729811573779413 0.0016000530402696998 0.0035952399106074875 -0.0024014142994194794 -0.0014747422117559776 -0.0013005150701952159 0.0012642057204082084 0.0025003626337359443 -0.0033772260397798457 -0.0030141498460457225 0.00076271508935896344 0.0022188761855787254 0.0016261885670205503 -0.0010044675163983184 -0.0032931561801307439 -0.0032309025997441076 0.0035972611849562227 -0.0035922311731514571 0.002888500128978668
leaf_weight=0.031382278717501322 0.011348768347943405 0.0097748461257651797 0.013752852433754015 0.010587388919702789 0.016065447438450065 0.012156610215470209 0.0094119925388440606 0.013220160965374816 0.014060397795219615 0.012684575661012332 0.0087861335721299838 0.015878977196280175 0.028351580838148038 0.014937932330212789 0.012126851644097769 0.029676889051188482 0.019176797921772959 0.1122068953343387 0.0027310971711358425 0.0086321815072096797 0.011319943341504768 0.039881930119008757 0.0092093183629913256 0.0095459419535472989 0.045332546255394846 0.035839820421074364 0.024703076361447529 0.003043589007575064 0.0038650678109206638 0.016105475827998816
leaf_count=62 57 65 236 23 138 34 108 46 58 190 27 53 204 24 36 38 27 149 29 61 61 25 7 12 90 1028 78 4 41 110
internal_value=0 -0.00020537 -0.000276722 -0.000193786 0.000966018 0.000281329 -0.000115882 -0.000186176 -0.000118548 -0.000217666 -0.000130363 -6.46176e-05 -0.000462326 1.59941e-05 0.000475751 0.000254207 0.000611741 0.000889858 -0.00190445 -0.000364699 -0.000283513 -8.66609e-05 -0.000458309 -0.00100675 -0.00138003 -0.00288293 -0.00178978 0.00232392 -0.000424921 0.00112788
internal_weight=0 0.530088 0.520313 0.50656 0.0757098 0.0596444 0.495211 0.484624 0.475212 0.461151 0.448467 0.439681 0.253273 0.190191 0.186408 0.173187 0.143511 0.131384 0.0630821 0.0245112 0.168344 0.157024 0.128673 0.0887909 0.0795816 0.0385709 0.0700356 0.0218466 0.00690866 0.0474878
internal_count=3121 2777 2712 2476 344 206 2419 2396 2288 2230 2040 2013 1717 546 296 250 212 176 1171 114 477 416 212 187 180 1057 168 69 45 172
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 52 151 1 160 3 3 47 4 48 2 1 3 3 2 51 43 0 43 0 52 457 2 2 0 1 16
split_gain=0.00672969 0.0089137 0.00803752 0.00828191 0.00784671 0.00788543 0.00825168 0.00885915 0.00809678 0.0105033 0.00769312 0.0078861 0.00824816 0.0101991 0.0130653 0.00737544 0.00729829 0.00840678 0.00728186 0.00725372 0.00898479 0.00748921 0.00719997 0.00914267 0.00649891 0.00592233 0.0130256 0.0094974 0.0103456 0.00585603
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.43320999999999993 -0.40381499999999992 0.094465000000000007 0.10493500000000001 -0.12018999999999998 0.086245000000000016 0.13148500000000005 -0.17966999999999997 0.12649500000000002 0.090790000000000023 0.11588000000000001 -0.52915999999999996 -0.013929999999999998 0.094835000000000017 -0.076794999999999988 -0.084004999999999982 -0.24955499999999997 -0.084154999999999994 -0.10324499999999999 -0.020999999999999994 -0.072694999999999996 0.11093500000000002 0.10097500000000002 -0.0058249999999999994 0.080270000000000022 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 -1 3 4 15 -6 7 8 25 19 11 -8 13 14 -13 -3 -4 -18 -15 21 -21 29 -16 -24 -20 26 27 28 -7 -10
right_child=-2 2 16 -5 5 6 10 -9 9 -11 -12 12 -14 18 22 -17 17 -19 24 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035262288094774093 0.0035258414548542641 0.0035277503992583157 0.0030891099564077287 -0.0035218935951306352 -0.0030869822493817295 -0.0024274226729325433 -0.0025466273783239261 -0.003526384852261537 -0.0025975168192535706 0.00016666498809416328 -0.0013563098931900165 -0.00091365663429888045 -0.0017432441280059675 -0.00045422712617395917 0.0035324486712044871 -0.0035218091411694085 -0.0021320045195938929 0.0014753430645674576 6.0665233725295895e-05 0.0035301030861215276 -0.0029983943354129198 0.0034977128185463284 0.0031826800866298962 -0.00099851362299244076 0.0028364565786917336 0.0027374649510378819 -0.0028760192278563172 0.0028944258875456264 0.0021702982374977682 0.00050922235392219443
leaf_weight=0.0092334579458110966 0.0064306973220027422 0.0021273584570735684 0.01784003817328994 0.0090128655209582575 0.010288894988889297 0.013519498593723256 0.008737336482226965 0.010892860925139303 0.015698951134709205 0.081916519847254676 0.024599049701919284 0.05222297132490894 0.013906669468269683 0.013380155917730008 0.016457369798672516 0.013572766482752741 0.011626253072108739 0.02570703710239286 0.01258126406082738 0.0027891597710549823 0.041197952228003487 0.0051140916480107981 0.010447099195289411 0.017068751262854676 0.061766285017824885 0.014220154745999025 0.013163378782337531 0.020210903223414789 0.010998559889458193 0.014428875782869
leaf_count=18 23 1 95 267 51 52 15 82 302 81 36 149 9 25 19 260 62 105 18 1 1092 4 18 50 183 9 9 22 39 24
internal_value=0 -9.53861e-05 -3.93668e-05 -0.000177361 -0.000117231 -3.80405e-05 2.7958e-05 -0.000423361 -0.000278454 -0.000717192 0.000504626 0.000726235 0.000870784 0.00106843 0.000276802 -0.0025666 0.001237 0.000351951 0.00193648 -0.00163103 -0.00258443 -0.000441042 0.0016906 0.000588984 0.00236673 0.000701967 0.000201986 0.00110782 -0.00036493 -0.00110963
internal_weight=0 0.574727 0.565493 0.51032 0.501307 0.485607 0.475318 0.244151 0.233258 0.161146 0.231167 0.206568 0.197831 0.183924 0.0961962 0.0157001 0.0551733 0.0373333 0.0877277 0.079229 0.0439871 0.0352419 0.0439732 0.0275159 0.0743475 0.0721125 0.0578923 0.044729 0.0245181 0.0301278
internal_count=3121 3098 3080 2818 2551 2290 2239 1717 1635 1504 522 486 471 462 236 261 262 167 226 1423 1093 330 87 68 201 131 122 113 91 326
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=4 41 12 48 51 480 148 52 158 403 1374 133 1212 1456 13 13 456 48 1374 0 4 1 43 151 49 3 150 48 1374 4
split_gain=0.0202424 0.0208065 0.020777 0.0213078 0.0244981 0.018091 0.0177427 0.0170522 0.0175745 0.0170819 0.0167954 0.0164369 0.0160335 0.0162086 0.0168759 0.020812 0.0173256 0.0178952 0.0299562 0.0218581 0.018156 0.0206512 0.0178097 0.0189428 0.0165821 0.0163825 0.0153572 0.0156374 0.0152662 0.0179657
threshold=0.27834500000000006 0.078475000000000017 -0.040564999999999997 0.12230500000000001 0.11144500000000002 0.084710000000000021 -0.083019999999999983 -0.43320999999999993 0.090905000000000014 -0.092474999999999988 0.093235000000000012 -0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.091054999999999983 0.087015000000000023 0.093265000000000015 -0.094929999999999987 -0.23091999999999999 0.25615500000000008 0.10089500000000001 -0.083879999999999996 -0.086944999999999981 -0.10774499999999999 0.099930000000000005 -0.082924999999999985 0.091840000000000019 -0.067869999999999986 -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 5 -2 4 6 7 -4 -1 9 -9 11 -11 -13 -14 -15 24 17 18 -17 -20 21 22 -21 -24 -16 -23 -10 -28 -25 -30
right_child=2 -3 3 -5 -6 -7 -8 8 26 10 -12 12 13 14 15 16 -18 -19 19 20 -22 25 23 28 -26 -27 27 -29 29 -31
leaf_value=-0.00094095006350794572 0.0013682402643370299 -0.0010750752375927668 -0.00072656389556024418 -0.0010960048609304294 -0.00099171982120818398 -0.0014017644915927578 0.00076288249432410215 -0.0014007661103750365 0.0014076499512830972 -0.0014028725361501695 -0.0012566792942712741 -0.0014010744670485506 -0.00095633552281646666 -0.00081298751561641235 -0.00031129133753356783 -0.0014050995218705493 -0.001230194196736251 0.00070142425031415197 0.0013888999655436551 0.00030038799501526869 -0.0011410836502864891 0.00088789223951998874 0.00091109568897332122 0.0013381677634466062 0.00087361970900739767 -0.00039269994793976888 -0.0013838939483216831 0.0012699413057043738 9.284772632778691e-05 -0.0010625403915661314
leaf_weight=0.038059471921769616 0.034895704683549411 0.040355981023822096 0.017916989338118583 0.022218866462935694 0.022584483260288835 0.019012720028513286 0.12576919673210807 0.015398543825312916 0.0054702567322237874 0.013746919943059654 0.017855218551630969 0.013013437161134678 0.024490198491093795 0.030961418222432147 0.027756549974583322 0.026286904481821582 0.018109876446033013 0.099318316179960675 0.025619707495934452 0.13010483463040134 0.023434036675098469 0.093208876091011916 0.018736314039415336 0.0075642216834238543 0.13981985719146894 0.024801297055091709 0.038345132472386467 0.0049114791072497601 0.037946562117212923 0.086655072031591174
leaf_count=273 151 103 12 19 8 212 150 314 3 132 31 185 135 17 22 27 88 108 12 192 21 88 26 2 130 11 188 14 40 407
internal_value=0 -8.96685e-05 0.000375699 0.000191946 0.000364056 -4.91158e-05 0.000577156 -2.23717e-05 1.54827e-05 6.10717e-05 8.72637e-05 0.000115777 0.000140996 0.000165625 0.000200391 0.00024171 0.000118347 0.000160918 4.77503e-05 0.000132984 5.68189e-05 0.000127171 -7.9274e-05 -0.000406611 0.000677357 0.00061876 -0.000803009 -0.00108257 -0.000593414 -0.000710675
internal_weight=0 1.02098 0.223385 0.18849 0.166271 0.980627 0.143686 0.961615 0.923555 0.874828 0.85943 0.841574 0.827827 0.814814 0.790324 0.759362 0.591786 0.573676 0.474358 0.448071 0.422451 0.399017 0.281007 0.150902 0.167576 0.11801 0.0487269 0.0432566 0.132166 0.124602
internal_count=3121 2781 340 189 170 2678 162 2466 2193 1988 1674 1643 1511 1326 1191 1174 1022 934 826 799 787 766 667 475 152 99 205 202 449 447
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=123 124 484 150 16 13 132 41 42 0 0 0 16 15 456 0 3 160 42 47 1373 1 2 49 0 4 1 16 49 1
split_gain=0.0464048 0.0330666 0.0365189 0.0425087 0.0390972 0.0361438 0.0320641 0.0319062 0.0304062 0.0281353 0.0292703 0.0280308 0.0299243 0.0271216 0.0253329 0.026891 0.0391601 0.0315562 0.0223848 0.0428708 0.0240425 0.0218834 0.0446627 0.019472 0.0226135 0.0211904 0.0325492 0.0295686 0.0292853 0.0313696
threshold=1.0000000180025095e-35 0.14970500000000003 -0.0068949999999999992 0.097210000000000005 0.25792000000000009 -0.10664 0.081465000000000024 0.07831500000000001 -0.088934999999999986 -0.075684999999999988 -0.14001499999999997 0.22582000000000002 0.68589000000000011 -0.47006499999999996 0.084065000000000015 0.12500000000000003 -0.13927999999999999 -0.098904999999999979 -1.0000000180025095e-35 0.11518500000000002 0.099250000000000019 0.13210500000000003 0.11982500000000001 0.27293500000000009 -0.23194499999999998 -0.083854999999999985 0.086105000000000015 0.013515000000000001 -0.047584999999999995 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 7 13 -2 10 -8 12 -6 -7 15 16 -15 -18 19 -19 23 22 -4 24 -20 -26 27 -27 -28 -30
right_child=8 -3 4 -5 11 6 9 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 20 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.001113241666368526 -0.00061158821194172441 0.00095699157537190347 0.00049480331314637291 0.00075633707118553559 -0.00087068101518881678 0.0010799052038462243 0.0011724517528954913 -0.0011090141786784836 0.00068660154630478852 0.0011122624046590371 -0.0011804092119536847 0.00084458566534513242 0.0011074707519508043 0.00085916641226052505 -0.0010825409839395664 -0.00075116211603019456 -0.0010001445577003313 -0.0011836466018214228 0.0010846268445362487 0.0011051165414994494 -0.001199503613019426 0.0011973953257264425 -0.00078866322044745965 -0.0010825291134684055 0.00056329045667974419 -0.0011970741824020082 0.00055382607150518848 0.00064106612759095845 -0.00092932936935950523 0.00011018757101963058
leaf_weight=0.09677489795421923 0.030271403080405435 0.040436274372041114 0.19000335112286793 0.021172171313082799 0.16218677419237781 0.025815896835410412 0.012070894868884352 0.04991362900545937 0.17336173490912199 0.0537807541568327 0.020175918095446832 0.017618275946006179 0.011712175270076841 0.062580056695878183 0.040807215060340241 0.086117803120941971 0.054594053412983512 0.054628356848751891 0.032424868557426989 0.014872459301841445 0.022034436200556229 0.039136653912464681 0.048643022855685558 0.020041814626893029 0.094574637663753847 0.056478125880861541 0.12360061757499352 0.016053572937380522 0.057741477390663931 0.1471163534806692
leaf_count=475 23 17 125 13 309 32 13 50 242 58 101 3 12 47 74 26 253 459 27 4 17 75 19 26 35 339 43 24 122 58
internal_value=0 -0.000110642 -0.000137084 -0.000777642 -8.72057e-05 -1.41554e-05 -0.000115976 -0.000178653 0.000493617 0.000583011 -0.000299667 -0.000591915 -0.000737452 -0.000127594 -0.00016287 -0.000118344 -4.63287e-05 -0.000127961 -5.35105e-05 -0.000693875 2.45609e-05 0.000369041 0.000233196 7.37763e-05 0.000117668 5.43999e-05 -6.56234e-05 -0.000790235 9.43888e-05 -0.000182812
internal_weight=0 1.67311 1.63267 0.117947 1.51472 1.32321 1.04542 0.959395 0.203633 0.0860276 0.0322468 0.191517 0.173899 0.909482 0.883666 0.842859 0.756741 0.694161 0.639567 0.0695008 0.570066 0.277783 0.238646 0.548031 0.52799 0.495565 0.40099 0.0725317 0.328458 0.204858
internal_count=3121 2856 2839 488 2351 2027 1808 1636 265 172 114 324 321 1586 1554 1480 1454 1407 1154 463 691 219 144 674 648 621 586 363 223 180
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=4 12 453 50 12 43 374 3 15 47 10 156 52 158 52 47 1 160 0 0 1 12 16 0 16 16 43 52 52 4
split_gain=0.039271 0.0351283 0.0315045 0.0313873 0.0308073 0.0467854 0.0248324 0.0238548 0.0299926 0.0210759 0.0270102 0.0260005 0.0206217 0.0201563 0.0186716 0.0194215 0.0505308 0.0173581 0.0173308 0.0334668 0.0360232 0.0239173 0.0172781 0.0357513 0.0209691 0.0211208 0.0166713 0.0163377 0.0313295 0.0160058
threshold=0.27044500000000005 -0.040564999999999997 1.0000000180025095e-35 0.11875500000000001 0.051320000000000005 -0.04890499999999999 1.0000000180025095e-35 0.30112000000000005 -0.14147499999999996 0.10954500000000002 0.039530000000000003 0.11896500000000002 -0.085984999999999992 0.084905000000000022 -0.43320999999999993 0.13148500000000005 0.13075500000000004 0.09389500000000002 -0.060129999999999996 -0.10607499999999999 0.083135000000000014 0.099400000000000002 -0.008904999999999998 -0.090809999999999988 -0.071854999999999988 -0.094359999999999986 0.10915000000000001 -0.012164999999999999 0.096795000000000006 -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=4 -2 3 9 5 6 27 12 -9 10 11 -3 17 14 -6 16 18 -7 19 20 26 -20 24 -24 25 29 -16 -1 -29 -14
right_child=1 2 -4 -5 13 7 -8 8 -10 -11 -12 -13 22 -15 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0009507347780422134 0.0011138162478159205 0.0010054696070398662 -0.0012730234880937938 -0.0011178006226556488 -0.001269874971644625 -0.001264685136555596 -0.00066553663635510684 -0.0011262506515320059 0.00090385945223123219 -0.00079850915695052406 -0.0003337812168776414 -0.00067839110940793939 0.00010701394535955407 -0.0012731955144919822 -0.0012730477525918459 -0.001277580881085741 0.0012784528124934124 8.4811312922678937e-05 0.00015025236474230862 -0.0009874584229656023 0.00052684198136025793 -0.00077639628257010853 0.0011090627571934389 -0.00046029301586774778 -0.00096648162831157415 0.00040452701191280382 0.00026714481370445324 -0.00066787309364216838 0.00090984515965098758 -0.00084461922872061267
leaf_weight=0.078011580784732359 0.047447614935663296 0.10283978655934345 0.030995125896879472 0.030033552378881723 0.048611767116199078 0.080286098273063544 0.033466876899183262 0.016000012299627997 0.043624698722851463 0.025642067979788408 0.051534493486542488 0.017221174202859402 0.042013214082544437 0.061930230197049241 0.042235240649460937 0.042438959644641727 0.027810564552055439 0.018951665260829031 0.12559264849915075 0.19404789126338073 0.062935475720223621 0.069655994957429357 0.035849181585945189 0.066977097107155492 0.10636764472292271 0.054362325448892079 0.01543705887888791 0.039659686644881731 0.041361445633810945 0.087943119131523417
leaf_count=119 157 146 14 12 252 96 20 4 60 15 19 2 12 211 61 20 18 10 47 1475 34 70 17 40 52 22 15 29 22 50
internal_value=0 0.000110763 -7.35138e-05 9.00748e-05 -0.000389879 -0.000210966 0.00032748 -0.000398611 0.000359089 0.000273999 0.000434268 0.000763942 -0.000490295 -0.000582826 -0.000514828 -0.000451562 -0.000386369 -0.00100697 -0.00047717 -0.00066136 -0.000136695 -0.000180334 -0.000359998 8.68446e-05 -0.000518063 -0.000259287 -0.000860787 0.000536451 0.000137555 -0.000536968
internal_weight=0 0.305714 0.258266 0.227271 1.43557 0.744875 0.1925 0.552375 0.0596247 0.197238 0.171595 0.120061 0.49275 0.690696 0.628766 0.580154 0.537715 0.0992378 0.509904 0.314656 0.120608 0.195249 0.393513 0.102826 0.290686 0.184319 0.0576723 0.159033 0.0810211 0.129956
internal_count=3121 365 208 194 2756 553 190 363 64 182 167 148 299 2203 1992 1740 1720 106 1702 1585 110 117 193 57 136 84 76 170 51 62
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=31 15 45 14 457 457 150 447 2 1375 52 474 16 159 394 3 133 1 2 49 42 133 52 4 1 12 15 4 52 159
split_gain=0.00712343 0.00671658 0.0068111 0.00899345 0.00683155 0.0133431 0.00949935 0.0085148 0.0104752 0.013409 0.00905954 0.0078637 0.0125523 0.0105149 0.0077134 0.00786439 0.00802367 0.00765198 0.011527 0.00931085 0.00788387 0.00800045 0.0103696 0.00785411 0.012943 0.00876789 0.00822001 0.00743853 0.00732246 0.00720158
threshold=-1.0000000180025095e-35 -0.49307999999999996 -0.080359999999999987 0.062655000000000016 -0.14941999999999997 -0.0029299999999999994 0.081835000000000019 0.089395000000000016 0.090675000000000019 -0.43996499999999994 -0.077024999999999996 0.084855000000000014 0.064860000000000015 0.11084000000000001 -0.079949999999999979 -0.52915999999999996 -0.40071499999999999 0.10752500000000002 0.073895000000000002 -0.13878999999999997 -0.088934999999999986 0.10622000000000002 0.11434500000000002 -0.083854999999999985 0.079415000000000013 0.09202500000000001 -1.0000000180025095e-35 -0.5956499999999999 -0.085984999999999992 -0.47522499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 11 8 10 -10 28 13 -13 14 -7 -16 -17 18 29 -20 -21 22 23 -22 25 -25 -27 -24 -8 -18
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 12 -14 -15 15 16 17 -19 19 20 21 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.0039691121447466325 0.0039667878012320835 0.0039713867888496119 0.0024415197098429436 -0.0030781373864790318 -0.0026781013419167939 -0.0036475370392164779 -0.0016162695445523984 0.0038708633784057147 -0.0022715545055242065 0.0023218148262469825 -0.0029397939615123051 0.0031729121114495032 -0.0018091185673126877 -0.0039658531177985392 0.0034460439572848523 -0.0039691033605192636 0.0030197255528801518 0.00050562393915748092 -0.0039719539874208398 -0.0039693376550882066 0.0017350866887829845 -0.002962023326179146 0.0039735696711637493 -0.0034378158269011512 0.0023469882870456871 -0.0039667251290382973 0.0027291164334896823 -0.0037070825883497851 0.0038738026912910834 -0.003856970948855109
leaf_weight=0.0067661471169913048 0.0062459668063183918 0.0061849723133491344 0.015835272203048589 0.016693895758635335 0.032118684633701378 0.010998647757844537 0.0076818621018901467 0.013841954251802235 0.012225909082189901 0.054564939899137244 0.020058955922081623 0.022977938119367991 0.012150777261695112 0.013367155190053381 0.0087015406897990033 0.0094663128691081511 0.0026570064046609323 0.12292325142357186 0.010531148965128523 0.0079143703715089941 0.063277155305399901 0.01230524238212638 0.0023148753680288783 0.02034545250745623 0.018272900137162651 0.004154279812041751 0.0094041632518155893 0.01376802064964977 0.007590988272568211 0.024122389276385547
leaf_count=86 62 9 37 99 204 149 25 53 4 121 80 112 89 96 8 125 6 244 25 185 183 220 1 296 27 63 45 123 23 321
internal_value=0 -0.000122107 -0.000166411 -0.000211289 -0.000124834 -0.000200408 -4.30161e-05 0.000953041 0.000557552 0.00148101 -0.00118814 -0.000339453 0.00144966 -0.000516731 -0.000381588 -0.000272788 -0.000373454 -0.000264356 -0.000764964 -0.000367332 -0.000117189 9.47608e-05 0.000380722 0.000796161 -0.000342518 -0.00179206 0.000677524 -0.00260158 0.00111243 -0.00317468
internal_weight=0 0.582696 0.57645 0.570265 0.553571 0.537736 0.505617 0.115965 0.102123 0.0667908 0.0353318 0.389653 0.0351287 0.354524 0.341157 0.330158 0.321457 0.31199 0.189067 0.162288 0.151756 0.143842 0.131537 0.115454 0.0521768 0.0339039 0.0135584 0.0160829 0.0152729 0.0267794
internal_count=3121 3035 2973 2964 2865 2828 2624 306 253 125 128 2318 201 2117 2021 1872 1864 1739 1495 1168 1143 958 738 614 431 404 108 124 48 327
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=4 11 1213 475 151 1456 403 480 132 133 13 40 13 160 13 1 49 49 50 0 3 1 48 2 3 43 1 3 452 2
split_gain=0.0446338 0.0356184 0.0362058 0.0367482 0.0332697 0.0324438 0.0339554 0.0313412 0.0267257 0.0372915 0.0312253 0.0455287 0.0380584 0.0530603 0.0366406 0.0262437 0.0426308 0.0262261 0.0255434 0.023188 0.0239152 0.0347599 0.030537 0.0319919 0.0274529 0.0348367 0.0260232 0.023869 0.0224378 0.0196076
threshold=0.27834500000000006 0.080455000000000013 -1.0000000180025095e-35 -0.086004999999999984 -0.27559499999999998 -1.0000000180025095e-35 -0.083259999999999987 0.084710000000000021 0.081465000000000024 -0.089569999999999983 -0.084034999999999985 -0.083039999999999989 -0.53104499999999988 -0.082179999999999989 -0.063184999999999977 0.090475000000000014 -0.10774499999999999 0.10595500000000001 0.13146500000000003 -0.23091999999999999 0.076840000000000006 0.13075500000000004 0.082620000000000013 0.11093500000000002 -0.10831999999999999 -0.25681499999999996 0.086560000000000012 -0.012304999999999998 0.085195000000000007 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 -1 -2 28 -7 8 9 -8 12 -12 -11 -14 29 16 -15 19 -6 -16 21 22 23 24 -21 -26 -22 -27 -4 -13
right_child=4 -3 5 -5 18 6 7 -9 -10 10 11 14 13 15 17 -17 -18 -19 -20 20 26 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0012717262466984639 -0.0010913503718203317 -0.0010590219985720988 -0.0012701340719417709 -0.0012715121695045075 0.00061228952253716883 -0.0012694020127105772 -0.00092786233711717153 -0.0012704388830977282 0.00066927692471737386 -0.00072305575572356306 0.0012713604997418343 -0.0012664502224800198 -0.00098740052158085906 -0.0012766828378066512 0.00043187940310798311 0.0011913435113856416 0.00063794868217622268 0.00069103182040581061 -0.00091450291933155943 -0.0011314331411254625 0.00010361935839012966 0.0012866234605985332 0.00069317993613698665 0.00073530433386866003 0.00085342829870944828 -0.0012751555455742867 -0.00083122890377887351 0.0001359868885633979 0.0012763447139265778 0.0012446363963773226
leaf_weight=0.010546213015913963 0.022501250627101399 0.064424609692650736 0.050602625020473968 0.068508964701322728 0.26515944782386225 0.033746837774742633 0.066575035979439146 0.029686062384825962 0.10254281323159364 0.045216819962661248 0.037747800684882815 0.060540845755439499 0.03334443354196992 0.021505074688320747 0.094280671943123728 0.10863500556843064 0.14377787761168204 0.0659120727887057 0.018881876865634695 0.080274492641364326 0.067632063968630973 0.029591200771392323 0.054883220600459026 0.036231079755452811 0.036758435777300313 0.043125490505189212 0.16417138306132983 0.034874129341921689 0.0062540387734770766 0.005452623390738153
leaf_count=4 15 139 250 477 315 347 217 165 108 17 66 253 95 15 19 91 107 51 10 39 35 7 42 18 18 92 81 21 1 6
internal_value=0 -0.000135186 -9.63472e-05 -0.000932236 0.000393192 -5.08793e-05 -1.26431e-05 1.84788e-05 4.71815e-05 -4.65907e-06 4.81456e-05 -8.8766e-05 0.000363343 0.000523217 -0.000155122 0.000707107 0.000388835 -7.08416e-05 0.000510795 -0.000149082 -0.000249118 -2.20001e-05 -0.000157328 -0.00035917 -0.00056249 -0.000164508 -0.000558473 -0.000644225 -0.00099003 -0.00105898
internal_weight=0 1.59684 1.53242 0.0790552 0.306543 1.45336 1.39651 1.36276 1.33307 1.23053 1.16395 0.811476 0.352479 0.307262 0.773728 0.273918 0.165283 0.707734 0.284041 0.641822 0.547541 0.315738 0.286147 0.231264 0.195033 0.114758 0.231803 0.0779996 0.0568567 0.0659935
internal_count=3121 2781 2642 481 340 2161 1910 1563 1398 1290 1073 748 325 308 682 213 122 423 325 372 353 237 230 188 170 131 116 113 251 259
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=2 14 50 15 474 15 3 159 133 483 52 1374 453 156 48 11 49 133 43 160 43 43 47 0 42 3 15 12 474 0
split_gain=0.00671488 0.00743636 0.00761045 0.0103877 0.00992966 0.00899836 0.0124266 0.00971515 0.0100826 0.0102997 0.00827152 0.00717036 0.00725457 0.0069565 0.00731638 0.0101112 0.00752469 0.00925185 0.0111835 0.009618 0.00893384 0.0111838 0.0103043 0.0113877 0.0139362 0.011726 0.0101258 0.00710889 0.00873641 0.00928993
threshold=0.17025000000000004 0.076175000000000007 0.14517000000000005 -0.24436499999999997 -1.0000000180025095e-35 -0.21699999999999997 0.30112000000000005 0.10407500000000001 0.10622000000000002 0.088070000000000009 0.13796000000000003 0.10637000000000001 0.10218000000000001 0.10499000000000001 -0.064549999999999982 0.088065000000000018 0.10815000000000001 -0.25159999999999993 0.13895500000000002 -0.090969999999999981 -0.074359999999999996 -1.0000000180025095e-35 0.13439000000000004 -0.10474999999999998 -0.095284999999999995 -0.077774999999999983 0.083490000000000023 0.092355000000000007 0.087035000000000015 -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 -5 7 8 9 11 -6 12 13 14 -7 16 17 -16 19 -19 22 -22 23 -21 -25 27 -23 28 29 -26
right_child=-2 -3 -4 5 10 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 26 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.003202126550763905 0.0027082009011763046 -0.0022168468714206598 -0.0029841507289871806 -0.0031752132974630946 0.0024521123193760774 0.0017483019382210541 0.0031900596739504318 -0.0026962107059314419 -0.0024867614676603689 -0.0031901854186559401 -0.0015832049537691411 -0.0029608759670452008 -0.0031921242342183263 -0.0031909598687209326 -0.0031910278381039612 -0.003192434755924926 0.0018952175012949069 -0.0020394784632643153 0.0025918068925601711 0.0027434170163903849 -0.002626828092306245 0.00022823039007720616 -0.0019582779782545572 -0.0031949468874396245 -0.0031889938860901429 0.0028474060855727783 -0.0028729013678665946 -0.0031930606119318534 -0.0031595992162431266 0.0016444867636518316
leaf_weight=0.0042745168320834628 0.0087795329873188166 0.016408549224934177 0.0087758352591436051 0.0096572775539698341 0.037210089983545913 0.030940902467136766 0.011622555414760427 0.014724918810202325 0.016838289277018248 0.0098901472146621927 0.0059958857964375048 0.0076400674270189475 0.0064800817190189255 0.0060349257144025606 0.0084981740318426091 0.0090566905414561916 0.025318595238559283 0.021154219511743122 0.018437984904267068 0.031862645299952419 0.018544672366260784 0.14198193580205043 0.0122016302193515 0.0092198856402774254 0.004581319350904777 0.023056447925227985 0.011576221614063797 0.0058772082979885445 0.0056719117654893117 0.034359823910108389
leaf_count=1 70 98 35 58 194 96 61 161 370 177 20 22 10 112 125 28 109 212 30 57 407 163 5 39 111 70 123 29 56 72
internal_value=0 -0.000101661 -3.87268e-05 8.90191e-06 0.0014335 -0.000127682 -6.70715e-05 -0.000146946 -6.52039e-05 2.69666e-05 0.00189211 0.000100535 0.000155588 0.00020744 0.000257178 0.000136211 0.000217175 9.47467e-05 0.000177231 3.81445e-05 0.000185169 -0.000288005 0.00082724 0.00112374 0.000500217 0.000963446 -5.55327e-06 0.000103133 0.000537365 0.00107584
internal_weight=0 0.567893 0.551485 0.542709 0.0474805 0.495229 0.485571 0.473949 0.459224 0.442385 0.043206 0.432495 0.424855 0.418375 0.41234 0.381399 0.372343 0.347024 0.338526 0.320088 0.298934 0.172103 0.126831 0.114629 0.0827666 0.0735467 0.153558 0.0504903 0.0446131 0.0389411
internal_count=3121 3051 2953 2918 215 2703 2645 2584 2423 2053 214 1876 1854 1844 1732 1636 1608 1499 1374 1344 1132 693 439 434 377 338 286 268 239 183
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=4 151 11 1456 3 1 16 16 49 452 52 3 43 49 376 50 12 15 15 2 0 2 3 16 0 2 1 43 2 15
split_gain=0.0434254 0.0394625 0.0350824 0.0324666 0.032642 0.0400354 0.0333718 0.030266 0.029436 0.0275585 0.0274289 0.033757 0.0270976 0.0265984 0.0243782 0.0240667 0.0240593 0.0315243 0.0239939 0.0224889 0.0206227 0.0299441 0.0303171 0.0198113 0.0192054 0.0226501 0.0190803 0.0187073 0.0200337 0.0183303
threshold=0.27834500000000006 -0.27559499999999998 0.080455000000000013 -1.0000000180025095e-35 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 0.27252000000000004 0.006170000000000001 0.085195000000000007 0.11434500000000002 0.090900000000000009 -0.51144999999999985 0.0034800000000000005 0.048375000000000008 0.11875500000000001 0.084100000000000022 -1.0000000180025095e-35 -0.13578499999999996 0.11018500000000002 -0.10607499999999999 -1.0000000180025095e-35 0.16158000000000003 -0.013024999999999998 0.15398500000000004 0.092365000000000017 0.13146500000000003 -0.04890499999999999 0.090790000000000023 -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=2 -2 3 9 13 8 -7 14 10 -1 11 12 -6 19 18 -3 17 -14 -8 24 27 -22 29 -19 25 -5 -9 -20 -29 -23
right_child=1 15 -4 4 5 6 7 26 -10 -11 -12 -13 16 -15 -16 -17 -18 23 20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014307956074575716 -0.0012611966589609609 0.00077730937489934335 -0.0011792979224246631 -0.00039468274034836344 0.0005939088295065859 -0.00081829837657401434 -0.00071813889617402128 -0.0014301508859901392 -0.0012825807751202724 0.0014395777543268686 -0.0013777629673023591 0.00042099478620205035 -0.00085421284710018169 0.0013050286477920023 0.0014304000610328551 -0.00061149685940934545 -0.0011240004097155432 0.00083924990491491722 0.0014400899674652246 0.00097147532496350518 0.0012086776464335488 0.00016693926628133976 0.0014305456233528794 -0.00057703483407433968 -0.0010725253374734278 0.0010720418094502435 -5.2265528107421714e-05 -0.00038134254934586183 0.0007954843574626895 -0.0012275959228065763
leaf_weight=0.056808353998803685 0.024722202491830103 0.23421148755005572 0.063656752093265712 0.054147961453054116 0.045351141950959128 0.068292755342554301 0.042229860788211226 0.029594854553579353 0.069763422127834929 0.0077555058524012557 0.043532029149446316 0.13151684411423048 0.093053411603250424 0.055314525727226282 0.043084969820483821 0.028559972037328407 0.10887584660122229 0.056917917268947349 0.053456093679415062 0.050507485953858122 0.031201322395645548 0.029757281072306796 0.015654960745450808 0.031191788986689506 0.034064412000589073 0.035602548427050351 0.066736733133438975 0.041837094715447165 0.10017017566860886 0.054351628576114308
leaf_count=280 15 311 139 57 14 26 19 64 378 1 193 48 103 21 82 14 939 52 26 13 19 39 19 47 6 20 17 18 50 91
internal_value=0 0.000464048 -0.000141472 -9.5934e-05 -4.98206e-05 -0.000147485 0.000119141 0.000245147 -0.000412349 -0.001086 -0.000293412 -0.000192312 -0.000432809 0.000442068 0.000413768 0.000626364 -0.000593349 -0.000274437 0.000294955 0.00016824 0.000426018 -1.25736e-05 -0.000394522 0.00033787 -0.000159422 0.000187143 -0.000475578 0.000719885 0.000448777 -0.000734217
internal_weight=0 0.287494 1.51443 1.45077 1.38621 1.15657 0.576368 0.508075 0.580202 0.0645639 0.510439 0.466907 0.33539 0.229637 0.411743 0.262771 0.290039 0.181163 0.368658 0.174322 0.326429 0.130965 0.0997639 0.0881097 0.123815 0.0897505 0.0963316 0.195463 0.142007 0.0841089
internal_count=3121 340 2781 2642 2361 2244 470 444 1774 281 1396 1203 1155 117 363 325 1141 202 281 96 262 168 149 99 83 77 81 94 68 130
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 52 151 133 4 13 13 133 160 148 49 403 1 139 15 41 43 1429 42 133 2 376 3 150 160 0 1375
split_gain=0.00657282 0.00835021 0.00837808 0.00801458 0.00731181 0.00743146 0.00752433 0.00831033 0.01096 0.00984572 0.00835743 0.00813206 0.00995791 0.00883254 0.00768485 0.00716592 0.0083433 0.00712804 0.0072436 0.00842528 0.00913556 0.00782064 0.00749895 0.00670631 0.0086191 0.00632439 0.00613234 0.0122512 0.00939515 0.00768097
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.43320999999999993 -0.40381499999999992 -0.25159999999999993 0.27287000000000006 -0.53104499999999988 -0.47860499999999995 0.093255000000000018 -0.091944999999999985 0.087555000000000008 0.094245000000000009 0.092070000000000013 0.11230000000000001 -0.060214999999999998 -0.14147499999999996 0.07677500000000001 -0.074359999999999996 0.084545000000000009 -0.11051499999999999 0.084415000000000018 0.11870500000000002 0.049360000000000008 -0.52915999999999996 0.095565000000000011 0.086870000000000017 -0.14001499999999997 -0.42089999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 25 -6 -7 8 -8 -10 11 12 14 17 -11 -9 -17 -13 19 21 26 -19 -23 24 -4 -3 27 28 -21 -28
right_child=-2 2 23 -5 5 6 7 15 9 10 -12 13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0034567657439597754 0.00345686136922564 0.0034574689461895412 -0.0014037574143847356 -0.0034528693136628881 -0.0029822982665068869 -0.0031405545693002721 -0.0034589290141613925 0.00011970690782834827 0.0025197467668400982 -0.0032861635732115411 -0.0026970795102854608 -0.0027695501874906389 0.0034259725185406516 0.0021607377392334373 0.003145159203948688 -0.0018182759931814863 0.0029607516967448621 -0.0028791180494855909 -0.002528617409553758 0.0010685746785840016 0.0026528714619528278 0.0017823804177189292 -0.0014991887746435683 0.0033571014068547204 0.0018851015486979453 -0.0034525407046204033 -0.00089200643801614255 -0.0031105877047863757 -0.0011715791347553781 0.0018937833097696477
leaf_weight=0.008695979391632136 0.0062527199704618388 0.0018083512550219902 0.016079834168181151 0.0087939866223223362 0.010108371107435232 0.0088606160443305271 0.01147052619853639 0.039656298204135965 0.017153411175058864 0.02180313811521728 0.014790979787619563 0.011043204108204918 0.0037264690690790294 0.023263773156145362 0.0024629591482607785 0.0050942229427164412 0.029827958820760614 0.0055070007949780111 0.012304278258397972 0.035929116393162985 0.012101300943868409 0.067386812141307928 0.0094584764086675932 0.013504651215953345 0.023162612479495692 0.012364624053816442 0.022076692372138496 0.023396908654603976 0.058781855934057603 0.025296397618149058
leaf_count=18 23 1 66 267 51 163 8 71 16 255 378 45 4 64 7 8 135 28 51 44 27 206 91 87 109 260 13 50 539 36
internal_value=0 -0.000101426 -4.81052e-05 -0.00018758 -0.000128456 -5.50381e-05 9.09348e-06 7.07639e-05 -0.000136987 -3.30137e-05 -0.000158364 -4.61196e-05 -0.00182675 0.000116481 -0.0026334 0.00112362 0.00226362 -5.13982e-05 5.8862e-05 0.000181343 -0.000241782 0.00109376 0.00137847 0.00125937 0.000537471 -0.00257088 -0.000453463 -0.000874224 -0.000321765 0.000595556
internal_weight=0 0.555911 0.547215 0.494468 0.485674 0.471501 0.461392 0.452532 0.377953 0.366483 0.349329 0.334538 0.0279926 0.306546 0.0242661 0.0745785 0.0349222 0.283282 0.272239 0.259935 0.177582 0.0823523 0.0768453 0.0527471 0.0392424 0.014173 0.165481 0.118108 0.094711 0.0473731
internal_count=3121 3098 3080 2818 2551 2290 2239 2076 1862 1854 1838 1460 266 1194 262 214 143 1130 1085 1034 709 325 297 262 175 261 682 633 583 49
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=124 38 3 1 421 39 52 159 0 1 49 15 49 456 158 52 52 4 14 3 43 2 3 1 457 1 12 52 159 49
split_gain=0.0270624 0.029612 0.0285188 0.0277181 0.0247995 0.024535 0.0233602 0.0243387 0.0251046 0.022228 0.0191904 0.0205526 0.0201011 0.0189164 0.0196367 0.0211481 0.0250328 0.0292366 0.0225592 0.0228933 0.0411738 0.030336 0.026167 0.0295037 0.0209848 0.0178304 0.0169795 0.027478 0.0160359 0.0155072
threshold=-0.043384999999999993 0.095410000000000009 0.30112000000000005 0.098700000000000024 -1.0000000180025095e-35 0.15619500000000003 -0.23798499999999997 -0.032739999999999991 -0.26609999999999995 0.11323000000000001 0.19234000000000004 -0.47006499999999996 0.10858500000000001 0.085215000000000013 0.09031500000000002 0.11434500000000002 0.10744000000000002 -0.49405499999999997 0.076175000000000007 -0.097604999999999983 0.084740000000000024 0.088930000000000023 0.090900000000000009 0.10538500000000002 0.082380000000000009 0.080270000000000022 0.084100000000000022 0.077655000000000016 -0.026354999999999996 0.51130000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 29 -9 -4 11 -10 13 14 15 16 17 -13 19 20 21 25 23 26 -24 -19 27 -21 -16 -8
right_child=2 -3 9 -5 5 -7 7 8 10 -11 -12 12 -14 -15 28 -17 -18 18 -20 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7440882164607834e-05 0.0013770736130513156 -0.0013353579037027883 -0.00058034093318776127 0.0013029853762516856 -0.001044060478746958 0.001376863828787772 -0.0011321348531094968 0.0013786891480637125 0.0013750901788263485 0.0013745439794642599 -0.0013755126998956893 -0.0013790329778543113 0.0006073227117347847 -0.0012514753872929041 0.0012896493693950644 -0.0010199122450819738 0.001221343445909124 -0.00075167938567236947 -0.001347767367037223 -0.00084405507641650227 -0.00066866940636978341 0.0012167116909703945 -0.00033364882660786828 0.00031437744663910858 0.00055168520755017128 0.00045519133000975246 -0.0013739817873277616 0.00060860739818478402 -0.0012993380567066777 0.0010827535211126746
leaf_weight=0.077013106383674423 0.014283035081461892 0.019532240819899016 0.017259539396036305 0.047853962412773399 0.11781208465390536 0.013847884279129974 0.10754893551393219 0.015731202380265263 0.013076506807009447 0.030047266394376493 0.034514462375227484 0.043222333441007121 0.039276452898775349 0.046243229198807967 0.0048913283972069612 0.0713809560570553 0.021479781597918191 0.034370196257440311 0.032014774538765778 0.13193029158720004 0.077711829217150807 0.071948276701732539 0.1238946954254061 0.052915406678948784 0.085132108339166734 0.070191662434808677 0.072272057824193325 0.030150595062877983 0.057698151484601112 0.0063071546610444775
leaf_count=59 13 26 13 174 365 25 402 17 30 98 27 40 72 94 4 146 35 40 38 101 26 70 35 45 25 43 849 30 175 4
internal_value=0 0.000236547 -0.000386926 0.000482431 -0.000422605 -0.000441292 -0.000459782 -0.000404444 -0.000343488 0.000661319 -0.000367801 -0.000335591 -0.000356561 -0.000393408 -0.000352968 -0.000302273 -0.00024181 -0.000279871 -0.000219159 -0.000171016 0.000163999 0.000530596 -0.000342624 -0.000611525 2.69286e-05 5.84847e-05 -0.000820587 -0.000573828 -0.00109701 -0.00100944
internal_weight=0 0.144399 1.43715 0.124867 1.38985 1.37556 1.36171 1.2439 1.13005 0.0473068 1.11432 1.0798 1.06672 1.02745 0.981204 0.918615 0.847234 0.825754 0.782532 0.750517 0.254222 0.17651 0.496295 0.287268 0.209027 0.104562 0.234353 0.162081 0.0625895 0.113856
internal_count=3121 259 2862 233 2751 2738 2713 2348 1942 111 1925 1898 1868 1796 1702 1523 1377 1342 1302 1264 179 153 1085 1025 60 83 980 131 179 406
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 42 1456 15 0 0 1 48 15 3 49 0 3 0 16 16 2 10 0 1 13 15 13 13 4
split_gain=0.00670804 0.00635127 0.00816572 0.00600788 0.00762668 0.007815 0.00770553 0.00741647 0.00845212 0.00717524 0.0172363 0.0115601 0.0107117 0.0116522 0.012727 0.0122252 0.00995291 0.0146364 0.0109397 0.011037 0.00960618 0.0116265 0.0090638 0.00857387 0.0100694 0.00846192 0.00820695 0.00723717 0.0127046 0.00689352
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.048375000000000008 -0.088934999999999986 1.0000000180025095e-35 -0.24436499999999997 -0.10607499999999999 -0.060129999999999996 0.14089500000000002 0.12879500000000002 -0.095869999999999983 -0.10519499999999998 -0.066019999999999981 -0.053834999999999994 -0.10831999999999999 0.12113000000000002 0.0057500000000000008 0.16703000000000004 0.10855000000000002 0.083760000000000015 -0.14920999999999998 0.089875000000000024 -0.15078499999999997 0.079055000000000014 -0.084034999999999985 -0.084319999999999992 -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=-1 -2 3 4 -3 7 -7 8 -6 12 11 22 13 14 -10 23 -12 18 -18 -20 -21 -22 27 -15 -25 -19 -17 28 -11 -16
right_child=1 2 -4 -5 5 6 -8 -9 9 10 16 -13 -14 15 29 26 17 25 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0032561195900568324 0.0032577162013090926 -0.0032569874773804297 -0.0024875293763363584 0.0032570914626497147 0.0012813219238423689 -0.0017294608043296016 0.0023871951097814239 -0.0032536218997705124 0.002830046191433701 -0.0023200797381702498 0.0024198342668074707 0.0032604927764523046 -0.0020628838271357416 -0.00097754959302338634 0.0012932306481837736 0.002776821657131764 0.0020190920371552135 -0.00015432957352908236 -0.0025391684126787237 0.003247634904937281 -0.0032580440389518685 0.0022632012157195367 0.003256365932333432 -0.0012553358497587135 0.0032566222102662573 -0.0028180506534357511 -0.00029373849658967833 -0.0031762558108660108 0.0027133673664778862 -0.0016939826093678504
leaf_weight=0.0063430268845650053 0.0058666230252129017 0.0080306221855153126 0.015284550410569864 0.0056579375782348498 0.042033803035906203 0.0060299036995274937 0.023750925081458263 0.0080752547269185015 0.0097015705687226728 0.02166788808591491 0.016342416193992904 0.0044420438898669081 0.019985339815320913 0.035189719303161837 0.0098204505193280056 0.045169866143623949 0.033438040449254913 0.022830777861599927 0.016607737728918437 0.010570602984444122 0.0088274195003350542 0.0074283060823745464 0.0031627266125724409 0.0082849507293758506 0.014193617325872765 0.028184683067138394 0.011563092908545514 0.04522034074000203 0.0070225022316208188 0.048630764322297182
leaf_count=86 9 17 99 21 161 11 100 261 12 433 33 5 24 30 11 88 48 29 10 8 38 31 5 17 34 173 23 1192 17 95
internal_value=0 -0.00010777 -0.000144527 -7.59045e-05 -0.000112436 -6.27433e-05 0.00155367 -0.000163368 -0.000110309 -0.00024689 -0.000645609 -0.00184095 0.000197513 0.000444973 -0.000619544 0.00107914 2.99684e-05 -0.000275426 0.000620846 -0.000455604 0.000834296 -0.000735025 -0.00213496 2.46783e-05 0.00159364 -0.00162596 0.00215099 -0.00236566 -0.00108805 -0.0011921
internal_weight=0 0.543014 0.537148 0.521863 0.516205 0.508175 0.0297808 0.478394 0.470319 0.428285 0.225745 0.0815155 0.202539 0.182554 0.0681528 0.114401 0.14423 0.127888 0.0768721 0.0434341 0.0268263 0.0162557 0.0770735 0.0576683 0.0224786 0.0510155 0.056733 0.0739107 0.0286904 0.0584512
internal_count=3121 3035 3026 2927 2906 2889 111 2778 2517 2356 2022 1652 334 310 118 192 370 337 135 87 77 69 1647 81 51 202 111 1642 450 106
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=1456 1213 475 452 147 4 11 1 1374 0 15 15 0 1447 51 3 2 16 3 12 43 4 4 3 13 15 0 3 13 158
split_gain=0.00611176 0.00651189 0.00923798 0.00638643 0.00627365 0.00694341 0.00722901 0.00657982 0.00959934 0.00947324 0.00867117 0.00839845 0.00915001 0.00762477 0.00732059 0.00866664 0.0103936 0.00846126 0.00983558 0.00685356 0.00741039 0.0127941 0.00906788 0.0105916 0.00727987 0.00677409 0.00858904 0.0115935 0.00666872 0.00738221
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.085195000000000007 -1.0000000180025095e-35 0.51303500000000013 0.088215000000000002 0.094385000000000011 -0.094929999999999987 -0.23091999999999999 -0.098289999999999975 -0.094549999999999981 -0.17169499999999996 -1.0000000180025095e-35 0.08955500000000001 0.083060000000000009 1.0000000180025095e-35 -0.071854999999999988 0.12178000000000001 0.098810000000000023 -0.51144999999999985 -0.49405499999999997 -0.076779999999999987 -0.0080949999999999998 0.17001000000000002 -0.11713499999999999 -0.10607499999999999 -0.074479999999999977 -0.49353499999999995 0.092880000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 8 -6 -10 -11 -12 -13 -9 15 16 25 -16 -19 20 -14 -22 28 24 -24 -15 -27 -28 -23 -30
right_child=1 4 -4 -5 5 -7 -8 13 9 10 11 12 19 14 17 -17 -18 18 -20 -21 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.003115420918376272 0.0037386195911203587 -0.0035941689471836896 -0.0032939791456210767 0.0037438187782553988 -0.0037437617716870827 0.0037370187593685428 -0.0019863213934502065 -0.0027647946008036613 0.0031586021941522472 -0.0032638252597413445 0.0027976802199209455 -0.0037414169333214848 0.0026368210411437934 -0.0018063283310233524 0.003399680461393904 -0.00064035245683690507 0.0030442659927129925 0.0027334365458011275 -0.0019745937206681039 -0.0020487907674598795 -0.0037412875646705285 -0.0030227975745519497 -0.0027238144825994237 0.0012953257990182081 0.0029072668107018558 0.0031536572614557805 -0.0025852515887185533 0.0016538411522068073 0.0019994076499536347 -0.0037417843407864799
leaf_weight=0.015147357749356161 0.0031167482957243911 0.0063871343008941031 0.015928112957226404 0.0021650595590472213 0.010618337873211203 0.0073448253018000278 0.022570280365357576 0.0088924154779306264 0.011732347141332866 0.012849507658245329 0.013061273312359845 0.01019883841581759 0.015572613195445228 0.015965193177862602 0.027691657105606282 0.068382768639366986 0.027422176066693282 0.012464883230563828 0.012306038774113404 0.021702177188842597 0.01213411627009009 0.0046095117577351621 0.029753789627420701 0.020488867722633586 0.0035905677096934588 0.017106763087213039 0.014996608773344633 0.022529497653522412 0.051960932442625563 0.0033255801564564527
leaf_count=287 4 22 457 1 38 120 103 33 17 168 37 17 21 27 81 157 138 42 15 173 52 4 499 35 10 13 61 85 386 18
internal_value=0 -2.63928e-07 -0.00214307 -0.00225762 8.37653e-05 0.00013278 7.66857e-05 0.000180306 -0.000277979 -0.000103551 -0.000295637 -9.1023e-05 -0.000308692 0.000626198 0.000763973 0.000380354 0.00109244 0.00198075 0.000394517 -9.40901e-05 0.000205842 -9.49336e-05 0.000294107 -0.000818552 -0.00211745 0.000334297 0.000959845 -4.02332e-05 0.00129414 0.00165406
internal_weight=0 0.504704 0.0190449 0.0173124 0.485659 0.479272 0.471927 0.449356 0.221598 0.21098 0.199248 0.186398 0.173337 0.227758 0.218866 0.166403 0.0980202 0.0524626 0.0247709 0.163138 0.141436 0.125863 0.113729 0.0538332 0.0333444 0.0705981 0.0546329 0.0375261 0.059896 0.0552865
internal_count=3121 2833 461 288 2372 2350 2230 2127 1475 1437 1420 1252 1215 652 619 481 324 138 57 1198 1025 1004 952 544 509 186 159 146 408 404
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=31 45 14 3 46 13 13 43 12 38 151 3 456 0 13 40 42 0 14 15 11 42 1 52 52 50 4 12 1 3
split_gain=0.0058342 0.00576205 0.00687058 0.00611473 0.00945083 0.00673515 0.00656438 0.00648267 0.00667884 0.0084244 0.00787332 0.00800102 0.00772946 0.00834645 0.00900993 0.00817999 0.00958546 0.00916596 0.00910928 0.00709145 0.00822587 0.00714221 0.00664058 0.0116851 0.00805212 0.00633792 0.00590697 0.00585851 0.00590058 0.00881636
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.30112000000000005 0.089105000000000018 -0.53104499999999988 -0.50061499999999992 0.24789500000000006 -0.083994999999999986 0.099940000000000015 -0.40381499999999992 -0.12018999999999998 0.041000000000000002 -0.10607499999999999 -0.15078499999999997 0.10394000000000002 0.083995000000000014 0.16094000000000003 -0.073394999999999974 -0.03241999999999999 0.088710000000000011 0.075730000000000006 1.0000000180025095e-35 -0.0064899999999999992 0.096795000000000006 -1.0000000180025095e-35 0.25615500000000008 0.084100000000000022 0.12765500000000005 -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=-1 -2 3 5 -5 -3 -7 8 9 -8 -10 19 13 22 -15 16 17 18 -16 20 -12 -21 -13 -24 26 -9 -25 -18 29 -29
right_child=1 2 -4 4 -6 6 7 25 10 -11 11 12 -14 14 15 -17 27 -19 -20 21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0038907028854283836 0.003892692977754555 -0.0038774929092444395 -0.0028754461351674543 0.0038885393016787439 -0.0020705671338862022 0.0036691577601119453 0.0022140057288471903 0.0032438275443881209 -0.0038887637272332887 -0.0033885675022578307 0.0035390296046625817 -0.0025555839673723174 -0.0031760820845861898 0.0018422372768659766 0.0014876955822621929 0.0038934583015743352 0.0027968794463518868 0.0037992992532130993 -0.0038426401560499087 0.0010505086232940471 -0.000395663403017491 -0.0015550883647774672 -0.00054847382717697021 0.003733899244347741 -0.0010711395580948284 -0.003891023218556759 0.0010743511872941119 0.00087128111119776086 0.0020415295588688716 -0.003268291496181624
leaf_weight=0.0055442015670905667 0.0053506645708694114 0.0073001911305254899 0.013706181692441533 0.013219233020322463 0.0057771938263613256 0.0068227185711293705 0.031900845818654489 0.0022339546320608869 0.0087128122570447886 0.0046444828619769387 0.023256882255850542 0.011434855959123524 0.015326435391102677 0.013861707944670343 0.0054409436088462817 0.004093433453817851 0.0071150798331700562 0.0029463443661370539 0.044072452274519947 0.040626151809078692 0.012255548728717258 0.026101167135493597 0.071127133980553481 0.025903111210936913 0.012273985213596461 0.011893599556970003 0.024591612859921952 0.012355062190181336 0.0077048987068337729 0.02095044209448816
leaf_count=86 9 8 99 113 9 6 133 7 55 26 60 56 163 13 12 5 72 8 728 127 27 39 77 22 30 167 43 15 16 890
internal_value=0 -0.000118622 -0.000162635 -8.41823e-05 0.00207626 -0.000174392 -0.000114002 -0.000172555 -8.67937e-05 0.00150198 -0.000235614 -0.000152169 -0.000492802 -0.000336949 -0.00110232 -0.00149224 -0.00171142 -0.00286059 -0.0032569 0.000778036 0.00218114 3.1299e-05 0.000287334 0.000530122 0.00175235 -0.00276281 0.00243866 -0.000458751 -0.00102359 -0.00173267
internal_weight=0 0.492999 0.487648 0.473942 0.0189964 0.454946 0.447646 0.440823 0.426695 0.0365453 0.39015 0.381437 0.279197 0.263871 0.11854 0.104679 0.100585 0.0524597 0.0495134 0.10224 0.0355124 0.0667273 0.145331 0.133896 0.0627687 0.0141276 0.0504947 0.0481255 0.0410104 0.0333055
internal_count=3121 3035 3026 2927 122 2805 2797 2791 2617 159 2458 2403 2150 1987 1759 1746 1741 748 740 253 87 166 228 172 95 174 65 993 921 905
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=2 15 31 8 11 1456 452 402 1429 484 2 157 401 457 403 158 52 12 51 376 133 43 2 457 1 3 2 1 1374 10
split_gain=0.00561402 0.00546695 0.00544108 0.00534709 0.00798671 0.00682989 0.00685668 0.00549851 0.00694066 0.00632542 0.00594204 0.00676169 0.00647995 0.00701467 0.00641982 0.0067493 0.0063129 0.00824361 0.0073564 0.00671697 0.00628852 0.00606444 0.00782293 0.00812988 0.00739483 0.00688865 0.00660577 0.00912911 0.00604904 0.00608584
threshold=0.17025000000000004 -0.49307999999999996 -1.0000000180025095e-35 0.088180000000000022 0.088215000000000002 -1.0000000180025095e-35 0.085195000000000007 -0.095989999999999978 0.084545000000000009 0.073690000000000019 0.098035000000000011 -0.080799999999999983 0.083100000000000021 -0.0029299999999999994 -0.081904999999999992 0.09445000000000002 0.092320000000000013 -1.0000000180025095e-35 0.11144500000000002 0.088235000000000008 -0.25159999999999993 -0.043144999999999996 0.10097500000000002 -0.14786499999999997 0.084785000000000013 -0.52915999999999996 0.11215000000000001 0.11230000000000001 -0.094929999999999987 0.0036750000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 -7 10 -10 11 -9 13 -13 -15 16 19 -18 -19 20 -16 -12 -23 -24 25 -25 -26 -28 -22 -30
right_child=-2 2 3 -5 -6 7 -8 8 9 -11 21 12 -14 14 15 -17 17 18 -20 -21 28 22 23 24 26 -27 27 -29 29 -31
leaf_value=0.0035221335724623477 0.0029497985456870932 0.0035236304574566006 -0.0035219289383136764 0.0029270591871136419 -0.0025095451733757506 -0.0034234457982003832 0.0035272523945417628 -0.0035218024622481877 -0.0035207824629810724 0.0027639125473145408 0.0015254320287688195 -0.0025805629516138608 -0.0035217578367135356 -0.0035213354049206912 -0.0035228056650978942 -0.0035236738681834537 0.0035248948364517735 -0.0035252386887322908 0.0013136029556988003 -0.003344490397164287 -0.0014656259959282866 0.002527900135958442 0.0035055100901969479 0.0019685743136295293 0.0015839037347597713 -0.0028385544527530114 -0.0024215218754350069 0.00044871227523921216 0.0011979037785314333 -0.0014821435040290709
leaf_weight=0.0050741294950285001 0.0075401309806579766 0.0049383816265162741 0.012257106792162631 0.0067147622307857082 0.018393222378108476 0.0059378306754922497 0.0019871478434652099 0.0087828140094643459 0.0022429186441286211 0.017228331681053533 0.042790370358375185 0.014846284929490139 0.007787357602580868 0.006445127666637517 0.0044694612852822493 0.0063128059350106005 0.0034870178642449892 0.015667733664940897 0.0051807501723715168 0.0055835758685134343 0.01416772879747441 0.013570992167728946 0.0065793288213171755 0.0043796694953925899 0.023554396628014729 0.023597774013296657 0.021913562981353607 0.036780280342554761 0.11721133729616895 0.011532824248206452
leaf_count=75 70 61 284 34 90 207 1 156 79 78 253 94 194 289 74 47 4 154 37 5 14 35 11 3 66 113 37 103 434 19
internal_value=0 -0.000112015 -0.000151727 -0.000191236 -0.00023749 -0.000141264 -0.00253853 -5.99704e-05 -1.17425e-05 0.00203997 -0.000112972 -0.000494923 -0.000369932 -0.000250148 -6.81088e-05 5.31051e-05 0.000180457 -0.0014849 -0.00232281 0.000445401 0.000588982 0.000375532 -1.87425e-06 -0.000295796 -0.000522695 -0.00208603 9.08819e-06 -0.0006229 0.000717575 0.000957827
internal_weight=0 0.469415 0.464341 0.459403 0.452688 0.434295 0.0142443 0.42005 0.414112 0.0194713 0.394641 0.221475 0.212692 0.204905 0.190058 0.183613 0.1773 0.0243355 0.0208485 0.152965 0.147381 0.173166 0.130376 0.116805 0.110226 0.0279774 0.0822482 0.0586938 0.142912 0.128744
internal_count=3121 3051 2976 2915 2881 2791 285 2506 2299 157 2142 1521 1365 1171 1077 788 741 195 191 546 541 621 368 333 322 116 206 140 467 453
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=1425 4 480 1374 150 447 2 1375 150 11 456 1456 1 16 51 41 160 133 133 4 1 16 13 43 43 4 12 3 46 133
split_gain=0.00515186 0.00721393 0.00591687 0.00588209 0.00668098 0.00674534 0.00975789 0.00945124 0.00648205 0.00586195 0.00644951 0.00574914 0.00564113 0.00677245 0.0081981 0.00605701 0.00812017 0.00603918 0.0106045 0.0071697 0.00615881 0.00597323 0.00581808 0.0066161 0.00698019 0.00611314 0.0048779 0.00479278 0.00474371 0.00566558
threshold=1.0000000180025095e-35 0.50500500000000004 0.084710000000000021 0.093235000000000012 0.081835000000000019 0.089395000000000016 0.090675000000000019 -0.43996499999999994 0.084120000000000014 0.079915000000000014 0.087015000000000023 0.091180000000000011 0.10538500000000002 -0.032969999999999992 -0.10748999999999999 0.07831500000000001 -0.025879999999999997 0.083950000000000011 0.10622000000000002 -0.15764999999999998 0.090475000000000014 0.071345000000000006 -0.53104499999999988 0.070450000000000013 -0.17390999999999998 -0.42529999999999996 0.11734000000000001 -0.077644999999999978 0.089105000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 10 12 -3 13 17 -15 16 -16 19 -19 -1 -21 26 -18 24 -24 -26 28 -22 29 -14
right_child=-2 11 -4 -5 5 -7 7 -9 -10 -11 -12 -13 21 14 15 -17 22 18 -20 20 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00071723397800723386 -0.0035300599347960807 0.0028570663499826107 -0.0034560097418525199 -0.0029716962508962298 0.00352418552842977 0.0032588847653560395 -0.0018508366525344028 0.0018554176119533682 -0.0015241848926258351 -0.0019647878941417727 -0.0023943786644875591 -0.0027009722050230522 -0.0005292566517545636 -0.0035216373411958895 0.0022979630452017149 -0.0035229055442313703 -0.003525457157040474 0.0025207056365887698 -0.0035243099484084674 -0.0035245990177952421 0.0015770084234617778 -0.00067980280527361056 0.0014753550057852128 0.0024941440677493888 -0.0034649799314498916 -3.8417868526341201e-05 -0.00093496980117425629 -0.0020392629507053864 -0.00029394934467878757 0.0028039132776056983
leaf_weight=0.01199752501634066 0.0052460068972095533 0.016607202764134854 0.0064711823227696632 0.00845360537596207 0.0034918190249300088 0.011726463601007708 0.01014498246149742 0.053437780501326415 0.032362292679181337 0.023451512312249179 0.014819936033234171 0.0026781326378113582 0.0076672342197525714 0.0067590289859822397 0.027143889236697305 0.0044297907079453571 0.0053406700026243916 0.011777515814458184 0.0051768524634212545 0.025004540233624084 0.0064685774524946274 0.027835165584747301 0.016088459157913348 0.01323953971825631 0.011041967153687434 0.015520958984097891 0.010502964994202557 0.015245263614190208 0.011847471121654962 0.035946048766618333
leaf_count=12 78 173 216 40 9 59 4 145 161 123 100 8 16 142 197 21 4 85 263 673 32 75 29 28 18 208 20 65 19 98
internal_value=0 -2.14072e-05 -0.000115149 -6.45093e-05 -5.78035e-06 0.000733763 0.000435979 0.00126406 -0.00103253 -0.0002733 -0.000133552 0.00208523 -9.01261e-06 -0.000381953 0.000221362 0.000493966 0.00069531 -0.00117578 0.000674919 -0.00171017 -0.00233354 0.000687713 -1.51437e-05 0.000320285 -0.000354509 -0.00146281 0.00126477 -0.000961972 0.00168135 0.00221794
internal_weight=0 0.452678 0.433393 0.426922 0.418468 0.111163 0.0994369 0.0635828 0.0358541 0.307305 0.283853 0.0192853 0.269033 0.175235 0.0995643 0.0928053 0.0883755 0.0756703 0.0169544 0.0587159 0.0467184 0.0937989 0.0612316 0.0558909 0.0426514 0.0265629 0.0659637 0.0217138 0.0554608 0.0436133
internal_count=3121 3043 2862 2646 2606 378 319 149 170 2228 2105 181 2005 1777 647 505 484 1130 348 782 770 228 287 283 255 226 153 97 133 114
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=1 52 0 0 4 52 1446 151 2 160 49 49 1429 128 47 4 50 48 148 147 0 16 2 3 160 3 0 3 15 15
split_gain=0.0312528 0.0269747 0.0261629 0.0371609 0.0316406 0.0285362 0.0234015 0.0248592 0.0241221 0.0226646 0.0237872 0.0293729 0.025506 0.0196394 0.0220751 0.0368867 0.0241606 0.0255772 0.0336396 0.0215675 0.0184128 0.0203064 0.0181217 0.0350204 0.015473 0.0256191 0.0133126 0.0263299 0.0130638 0.0127986
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.10607499999999999 -0.49405499999999997 0.11008000000000001 0.090050000000000005 -0.5225749999999999 0.14753000000000002 0.099315000000000014 -0.088694999999999982 -0.047584999999999995 0.084990000000000024 0.086435000000000012 0.086785000000000015 -0.17966999999999997 0.11644500000000001 0.12879500000000002 -0.080634999999999984 0.12107500000000002 -0.062294999999999996 -0.5335399999999999 0.10527500000000002 -0.116045 0.0030550000000000004 0.086245000000000016 -0.18113999999999997 -0.075944999999999985 -0.10653 -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 -2 3 9 5 -4 7 -3 13 10 -1 -12 24 14 15 -9 17 18 -17 -20 21 -16 -6 -24 25 -13 -23 -28 -15 -29
right_child=1 6 4 -5 22 -7 -8 8 -10 -11 11 12 -14 28 20 16 -18 -19 19 -21 -22 26 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0010667596439090329 -0.001220034909115496 -0.0010383820670170087 -0.0010876281939805128 -0.00089986325721608284 0.00050310341469571556 0.00027446986084731157 -0.0011017278651447144 -0.00098627212460149173 0.0010844554014090642 -0.0012228559849712345 0.00073334773981848325 -0.00062813141490230466 0.0012002654859334686 0.00014784745192225396 0.00058952539074641507 -0.00045361079098101855 -0.00095661019670857065 -0.00037342172892632173 0.00090629915889262037 -0.00038623483693568753 0.00052646837022958428 -0.00122571880374149 0.0007198004363627267 -0.0012220925709435547 -0.0012234255518372703 0.00077812942494582551 -0.0012255672025171503 0.00062292432608835127 -0.0012222611793566759 -0.00033922240021989322
leaf_weight=0.028975603121580207 0.021985010525895632 0.023872006408055313 0.058033809164044214 0.15950127383212021 0.15776508171256864 0.037710596050601453 0.021591493570667808 0.026807043082953896 0.045578496013604308 0.026453970545844641 0.073124827886204002 0.060442594322012155 0.016281757265460328 0.018066009288304485 0.033197893462784123 0.035033678694162518 0.016320721706506447 0.038892976910574362 0.26391686405804649 0.020689179422333837 0.057054583798162639 0.027811841151560657 0.026091350540809799 0.029299874946445925 0.027736197174817789 0.028250875304365763 0.032104856782098068 0.035915942396968603 0.024190334355807863 0.048012329947596299
leaf_count=25 119 18 67 1677 55 15 31 25 107 27 28 102 10 6 19 20 29 11 392 7 29 15 9 102 44 17 29 15 44 27
internal_value=0 0.000111399 -0.00023841 -0.000436195 3.10028e-05 -0.000551142 0.000149461 0.000185603 0.000225984 -0.000153129 -3.26128e-05 0.000112964 -0.000228871 0.000168274 0.000221764 0.000395185 0.000493977 0.000560009 0.000673587 0.00081234 -7.57875e-05 -0.000269873 0.000292488 -0.000307388 -0.000428724 -0.000180206 -0.000468213 -0.000286647 -0.000636494 7.2515e-05
internal_weight=0 0.791041 0.729668 0.420767 0.308901 0.0957444 0.769056 0.747465 0.723593 0.261266 0.234812 0.205836 0.132711 0.678014 0.635758 0.40166 0.374853 0.358533 0.31964 0.284606 0.234097 0.177043 0.213156 0.0553912 0.11643 0.0886935 0.143845 0.116033 0.0422563 0.0839283
internal_count=3121 943 2178 1930 248 82 824 793 775 253 226 201 173 668 618 484 459 430 419 399 134 105 166 111 163 119 86 71 50 42
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 4 146 123 42 40 159 1 457 457 15 42 1 13 52 474 16 13 52 2 160 0 4 2 8 475 4 4 2 1
split_gain=0.0235104 0.0212188 0.0195031 0.0194322 0.0203657 0.0178712 0.0167308 0.0164252 0.0163078 0.020055 0.0227664 0.0178662 0.0220258 0.0218177 0.0198762 0.0182113 0.0161168 0.0170721 0.0161004 0.0273564 0.0190895 0.0203488 0.0150816 0.0275397 0.0175318 0.0141357 0.013613 0.0131402 0.0125499 0.0347121
threshold=0.122185 0.24564500000000003 0.12035500000000002 1.0000000180025095e-35 0.091735000000000025 -0.13022999999999998 -0.11345499999999999 0.098700000000000024 -0.23144499999999998 -0.0029299999999999994 0.095175000000000023 -1.0000000180025095e-35 0.10887500000000001 0.10935500000000002 -0.38533999999999996 0.086870000000000017 -0.54656499999999986 0.41383500000000001 0.11434500000000002 0.090425000000000019 0.092070000000000013 -0.10607499999999999 -0.083854999999999985 0.084715000000000013 0.091215000000000004 -1.0000000180025095e-35 0.055260000000000011 -0.35136499999999998 0.11411 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 8 -5 -3 -7 -1 -10 11 12 15 14 -13 -11 -6 -18 19 20 21 -16 23 -23 -24 -21 27 -2 29 -27
right_child=1 2 -4 5 16 7 -8 -9 9 10 -12 13 -14 -15 18 -17 17 -19 -20 25 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00085874108842193904 -0.00027828406667355465 -0.0010662449919108246 -0.0011430543445862045 -0.0011492750488560127 0.0011280641466197663 -6.2389435975214913e-06 0.0010509081369712986 0.0011313821629225535 -0.00096638867807325758 -0.0011356955902021475 -0.0011618839320265029 -0.0012203500693116075 0.00048624519121823016 0.00075097434771411288 0.00018889034398929773 0.00085238885055955002 -0.0010898629049334036 0.0012251594815904047 -0.00073297386450327554 -0.00063876694566275267 -0.0012241236923968852 0.00098697647155918827 -0.0010745495486366443 -0.0012228181723574411 0.0012215874905781498 3.8530309029259341e-05 -0.00051242481160610821 0.00085681505968649959 -0.00037972473263704143 0.0011376970645392678
leaf_weight=0.016339758066351129 0.032781854130007559 0.0061366991976683485 0.0082611159014049917 0.013621393663925119 0.0056173909833887583 0.059913259770837501 0.057732355395273771 0.027526623012818163 0.076542216820598474 0.082323875417841696 0.044311345385267487 0.029193804542046342 0.018629009431606391 0.034995080019143643 0.082655297896053304 0.0074685407025754094 0.10740079583433726 0.0049522877670824519 0.07092914245549764 0.030174015839293133 0.037024686409495189 0.019952480471601808 0.070699514545141229 0.014451780972649431 0.0053131616441532961 0.14221471666860452 0.082852759180241264 0.028188534110995644 0.039840836774601485 0.061017172280116938
leaf_count=18 24 5 2 9 7 60 179 107 195 677 180 151 24 22 50 26 508 1 121 41 31 44 355 27 3 73 46 49 41 45
internal_value=0 7.99208e-05 0.000619509 -0.000359924 -0.000411308 0.000149559 0.000847487 0.000351891 -0.000347822 -0.000370542 -0.000312899 -0.00026253 -0.000720065 -0.000184832 -0.0002391 -0.000970335 -0.00088707 -0.000987822 -0.000189217 -0.000112593 -0.000422296 -0.000268532 -0.000610947 5.87348e-05 -0.000914053 0.000148203 -0.000190693 0.000246508 0.000245894 0.000368538
internal_weight=0 0.215953 0.0721302 1.10311 1.00205 0.101061 0.0638691 0.0874399 0.884076 0.867737 0.791194 0.746883 0.108421 0.638462 0.603467 0.0897924 0.11797 0.112353 0.574273 0.503344 0.230097 0.193072 0.110417 0.0344043 0.0760127 0.273247 0.143823 0.0609704 0.243073 0.203232
internal_count=3121 305 186 2816 2640 176 184 167 2124 2106 1911 1731 727 1004 982 703 516 509 831 710 510 479 429 71 358 200 119 73 159 118
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=160 1 51 52 0 47 12 4 48 50 43 148 14 151 148 403 3 159 402 4 133 16 151 457 13 1429 2 43 2 15
split_gain=0.00520654 0.00539322 0.00824994 0.00693264 0.00623615 0.00582574 0.00976842 0.00660475 0.00725977 0.0112917 0.0071903 0.00759417 0.00814587 0.00627533 0.00593667 0.00562703 0.00699947 0.00520543 0.00641047 0.00523784 0.00781046 0.00817622 0.00770063 0.00844584 0.00786626 0.00803732 0.00764594 0.00843104 0.00708424 0.0055406
threshold=-0.40698999999999991 0.094385000000000011 0.08955500000000001 -0.43320999999999993 -0.23051499999999997 0.086785000000000015 -0.040564999999999997 -0.17966999999999997 0.12879500000000002 0.11392500000000001 -0.25681499999999996 -0.080634999999999984 -0.46885499999999997 -1.0000000180025095e-35 0.10530000000000002 0.090990000000000015 -0.52915999999999996 0.091530000000000014 0.10389500000000002 -0.076779999999999987 0.10622000000000002 -0.14322499999999996 -0.0071249999999999985 -0.0029299999999999994 -0.50061499999999992 0.079510000000000011 0.097220000000000015 -0.081454999999999986 0.086950000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 -5 -8 9 10 -9 -12 -13 -7 -14 16 -6 19 -19 20 21 -18 23 -21 -24 -26 27 28 -23 -27
right_child=1 3 -4 5 15 13 7 8 -10 -11 11 12 14 -15 -16 -17 17 18 -20 22 -22 26 24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0023463117176214313 0.0025902001371140367 -0.0037370701614192949 -0.0029081722177854504 0.0033623379717914194 0.0037401202761647924 -0.0024179475596404912 -0.0028484874762701095 -0.0030291901429301731 -0.0015944572496911997 -0.0037383247142641547 -0.0013254400129025614 -0.0012454796966400433 0.0029650174702766118 0.00019201880538550201 -0.0004437719157984227 -0.0037375078460896447 0.0036583238935335946 -0.0035821645740674352 0.0037429484827704814 -0.0037383354878565977 -0.0037408556428312821 0.0031440420758302714 0.0025986313686113672 0.0012111097882284254 -0.0031764138677919953 -0.00373718747759991 0.0020244888287790155 -0.0033386636392472055 -0.0012165340046822481 0.0029930849464345163
leaf_weight=0.013707438529024785 0.01041991195643277 0.0055674892651040855 0.017375596239105562 0.02010723632713507 0.0059199700699537052 0.015671925692004152 0.0074845424560407983 0.0046826552861602968 0.015574939818179701 0.0061755013844049236 0.010085417685331777 0.0088703765213722363 0.060050971815371668 0.071553388710526633 0.0080905377344606677 0.0067143438186008089 0.012177151917512674 0.012090662344746761 0.0019339467398822316 0.0056930961283114803 0.0055019177402755295 0.0087888190812464018 0.0049755114196159403 0.031067775462247482 0.033603964798089692 0.0024423814704164215 0.021313920361762939 0.012047500015796686 0.01273058059723553 0.005669414036674425
leaf_count=240 17 119 158 247 7 31 15 10 19 36 22 11 231 157 11 199 10 153 1 101 173 39 5 133 505 76 21 335 31 8
internal_value=0 -8.74162e-06 -0.000442607 0.000381632 -0.000220739 0.000482052 0.00095116 0.000550531 0.000774613 0.0011513 0.0014803 0.00172274 0.00212193 -0.000276918 0.00256029 -0.000381081 -0.000253003 -0.000392027 -0.00257206 -0.000196054 0.000538018 0.000889088 -0.000834315 0.000444597 -0.00184123 -0.00237078 0.00027464 -0.000836458 0.000564385 0.000966666
internal_weight=0 0.444381 0.210466 0.233915 0.193091 0.228347 0.141122 0.121015 0.11353 0.0979555 0.09178 0.0870973 0.0770119 0.0872253 0.0681415 0.182671 0.175957 0.170037 0.0140246 0.156012 0.0725599 0.067058 0.0834521 0.0367609 0.0466913 0.0417158 0.0548808 0.0335669 0.0215194 0.0081118
internal_count=3121 2881 1972 909 1814 790 602 355 340 321 285 275 253 188 242 1797 1598 1591 154 1437 609 436 828 234 594 589 426 405 70 84
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=45 14 147 1348 1456 452 11 4 13 4 1 403 480 15 14 48 44 403 3 13 456 457 159 130 1373 0 0 1 3 43
split_gain=0.00500374 0.006237 0.00490774 0.00557009 0.00642194 0.00587184 0.00541135 0.00660093 0.0077194 0.00785924 0.0062167 0.00617297 0.00554833 0.00547415 0.0076945 0.00535884 0.00626458 0.00672601 0.00578722 0.0059328 0.00595477 0.00558989 0.00582759 0.0057196 0.00583923 0.00747557 0.0139391 0.00765493 0.00675393 0.00655116
threshold=-0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 0.089175000000000018 -1.0000000180025095e-35 0.085195000000000007 0.087830000000000005 0.27834500000000006 -1.0000000180025095e-35 0.40945500000000007 0.12205500000000001 -0.092474999999999988 0.084710000000000021 -0.21699999999999997 -0.46596499999999991 0.13723000000000002 0.082070000000000018 0.096440000000000012 0.30112000000000005 -0.53104499999999988 0.087225000000000011 0.5717850000000001 0.10395500000000001 -0.23647499999999996 0.099250000000000019 -0.10607499999999999 -0.074479999999999977 1.0000000180025095e-35 0.11296500000000002 -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 2 -2 4 5 -4 7 11 -9 -10 -8 -6 15 14 -11 16 17 18 19 -13 21 22 23 -21 25 27 -27 28 -25 -29
right_child=1 -3 3 -5 6 -7 10 8 9 13 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0032570567087348329 -0.003095581750307129 -0.0023803475235706982 -0.0032537198405060575 0.0028673779724401232 -0.0032528420616472326 0.003257692226396072 -0.0025085130984715703 0.0029010806928400326 0.0031600448579372298 -0.0022197221791312974 0.0017506434235132764 -0.0032562236673614265 -0.0032534374356656143 -0.0024794246832586329 0.0027178177754480183 0.0020629993156879092 -0.00252818522718604 -0.0032534735795670794 0.0032532542180873677 -0.0032458446043090489 -0.0027131100635985291 -0.0032560074592054566 -0.002817778110265034 -0.0032536133176271844 -0.0029606403859942002 -0.0018609189845877894 0.0005698798531033329 0.0031369157058209907 0.0012359920431756861 0.0010411644957685454
leaf_weight=0.0047433051295229225 0.0054677970465490935 0.012339587670794572 0.010623291266824708 0.0070714835183025562 0.0062431791304220488 0.0016990172443911442 0.016496040815582091 0.018303335567964041 0.0074468849252298233 0.0057031756932701674 0.0046451937014353453 0.0055547264055348924 0.0054083225480496813 0.010138576584722616 0.0080495546822021424 0.013632503370445193 0.010189114611421246 0.0063139028162595414 0.0061786882779415455 0.0045651261306147708 0.007527798653370609 0.0048032103368313974 0.0062489417630331437 0.0071341213921414237 0.0052653297859706063 0.032104818266276411 0.11196380971119881 0.020942915366276793 0.0070420480333268642 0.06393400675005978
leaf_count=9 22 100 267 31 346 1 84 177 21 10 19 5 177 25 44 31 26 198 47 6 104 7 89 54 17 707 377 57 4 59
internal_value=0 -0.000101422 -3.45779e-05 5.72988e-06 -4.38492e-05 -0.00235592 2.81252e-05 0.000118447 0.00122301 0.000242912 -0.00157268 -5.02395e-05 1.24764e-05 -0.000666354 0.000670249 6.88359e-05 -2.18522e-05 6.63354e-05 0.000140333 7.09187e-05 0.000138982 0.000220306 0.000284725 0.00036137 0.000427667 0.000501048 2.81911e-05 0.0011888 -0.00102339 0.00155828
internal_weight=0 0.433037 0.420697 0.415229 0.408158 0.0123223 0.395835 0.374694 0.0496415 0.0313382 0.0211412 0.325053 0.318809 0.0238913 0.0137527 0.313401 0.299769 0.289579 0.283266 0.277087 0.271532 0.264004 0.259201 0.252952 0.248387 0.243122 0.144069 0.0990531 0.0141762 0.0848769
internal_count=3121 3112 3012 2990 2959 268 2691 2588 277 100 103 2311 1965 79 54 1788 1757 1731 1533 1486 1481 1377 1370 1281 1275 1258 1084 174 58 116
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=484 150 2 160 1212 14 52 133 15 474 11 13 13 456 403 159 150 51 16 1374 48 1374 0 0 0 3 16 133 123 1
split_gain=0.0175583 0.0226186 0.0170339 0.0157605 0.0158033 0.0152098 0.0156135 0.0179244 0.0148935 0.0224046 0.0184731 0.0173035 0.0330767 0.0198703 0.0196235 0.0160604 0.0149004 0.0148584 0.0146241 0.0132721 0.0135242 0.0256807 0.0275819 0.0174364 0.0209801 0.0324025 0.0184415 0.0156201 0.0131991 0.0120618
threshold=-0.0068949999999999992 0.097210000000000005 0.15361500000000003 -0.40698999999999991 -1.0000000180025095e-35 0.076975000000000002 -0.43320999999999993 -0.25159999999999993 -0.24436499999999997 -1.0000000180025095e-35 0.087830000000000005 -0.53104499999999988 -0.090639999999999984 0.087015000000000023 -0.088999999999999982 0.094385000000000011 0.15024000000000001 0.11144500000000002 0.25084500000000004 0.10637000000000001 0.093265000000000015 -0.094929999999999987 -0.12333499999999999 -0.070154999999999981 0.15398500000000004 0.088060000000000013 -0.056919999999999991 -1.0000000180025095e-35 0.087755000000000014 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 28 3 18 -5 6 -6 -8 9 -9 11 -10 29 14 -14 16 19 -11 -2 20 21 -16 -23 26 25 -25 27 -24 -1 -13
right_child=2 -3 -4 4 5 -7 7 8 10 17 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011293453682554326 -0.0011554688457944542 0.00080673816580515171 0.00093361093296358429 -0.001294538802445584 -0.00089147630844720852 -0.00091133577964544303 -0.0011603349440144342 -0.0013048289492100986 -0.00092275224391582557 0.0012079959187288776 -0.0010366213530978358 0.000313486246121023 -0.0012950828176576759 -0.001253675273647156 -0.0011719469170224771 -0.00092520037243796734 -0.0011662028324900253 -0.00047974790125326168 0.0012886351376412799 -0.0011745367733816479 0.00074948396629764336 0.00073992568864976883 -0.001294938854152319 0.00097864066050586595 -0.00037704361139819312 -0.00080747985346641803 -0.0012718223282795101 0.00020296758038078621 0.0012749580997636178 0.0010369510147906799
leaf_weight=0.059286202468456395 0.033032737069788709 0.014700755547892186 0.031542494951281697 0.015497987067192298 0.02836739268468591 0.028262578021895024 0.018942502646041248 0.0084728114306926727 0.026887472507951315 0.053686749824464641 0.024913308516261168 0.07953338670085941 0.017923542149674176 0.020775749364474905 0.024292300615343265 0.02522035093352315 0.014340064713906031 0.010425186631891847 0.0046772911700827527 0.011943447299017862 0.065939972237174516 0.11161676280516986 0.014434322259830878 0.079861030344545725 0.057986228730442235 0.021594941677903989 0.031042685803413406 0.060425689165413132 0.0040846303090802385 0.074879925427012495
leaf_count=478 234 16 102 217 240 50 124 1 16 170 22 73 316 48 25 80 6 8 2 17 85 96 185 97 20 14 163 108 9 99
internal_value=0 -0.000638993 -1.90502e-06 -3.24845e-05 8.56466e-07 2.28752e-05 5.27598e-05 8.40828e-05 0.000112273 0.000672267 5.90428e-05 9.59952e-05 0.000134477 -1.23027e-05 3.5758e-05 8.17451e-05 0.000133207 0.000933553 -0.000852319 0.000172097 0.000206523 0.000117296 0.000200378 -2.65822e-05 0.00024369 0.000598464 -0.000433491 -8.5855e-05 -0.000974374 0.000664317
internal_weight=0 0.0780716 0.996519 0.964976 0.927266 0.911768 0.883506 0.855138 0.836196 0.0725847 0.763611 0.738698 0.71181 0.557397 0.536621 0.518698 0.493477 0.0641119 0.03771 0.479137 0.467194 0.401254 0.376962 0.265345 0.159442 0.101456 0.105903 0.07486 0.0633708 0.154413
internal_count=3121 503 2618 2516 2280 2063 2013 1773 1649 179 1470 1448 1432 1260 1212 896 816 178 236 810 793 708 683 587 131 111 456 293 487 172
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=31 2 14 39 47 44 3 50 48 0 0 52 4 52 146 1 3 158 13 52 16 1213 16 47 4 160 52 51 43 2
split_gain=0.00516357 0.00516732 0.00498526 0.00481829 0.00601272 0.00807188 0.0101652 0.00715158 0.00663649 0.0070051 0.017479 0.00926427 0.00779976 0.01407 0.00755457 0.00738869 0.00816842 0.00731238 0.00707212 0.00673906 0.00705205 0.00669872 0.00656888 0.00654136 0.00971944 0.00683707 0.00819696 0.00631407 0.00575795 0.00547658
threshold=-1.0000000180025095e-35 0.17025000000000004 0.085220000000000004 0.16946000000000003 0.13148500000000005 1.0000000180025095e-35 0.30112000000000005 0.12436500000000002 0.12879500000000002 -0.10607499999999999 -0.075684999999999988 0.11434500000000002 -0.49405499999999997 0.11008000000000001 0.12035500000000002 1.0000000180025095e-35 -0.0049599999999999991 0.094245000000000009 -0.47860499999999995 -0.43320999999999993 -0.55248999999999981 -1.0000000180025095e-35 -0.39185999999999993 0.09585500000000001 0.0052350000000000009 0.088755000000000014 -1.0000000180025095e-35 0.086685000000000012 0.084740000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 15 -11 12 13 -12 17 18 -17 19 -2 -14 -21 -22 -13 24 27 26 -26 -18 -23 -20
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 10 11 22 14 -15 -16 16 23 -19 29 20 21 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035945634493916457 0.0031855815376321899 0.0029693886904868998 -0.0035922311399521219 0.0035953066435153204 -0.0031757956525982358 -0.0031603697717767568 0.0035922921954498806 0.00078357448333976317 -0.0023746409596991165 -0.0024384578911122792 -0.0029597164855813896 0.0035930572214905605 -0.0022436188182488881 0.0036009804272624079 -0.0035992208426946144 0.0022982433126512805 0.00068726443787361913 -0.0024977421060108848 0.0030559115880960906 -0.0036022791397583866 -0.001965910464437861 0.0026738892781057655 -0.0028099330286729873 -0.0019246018243226897 -0.0017013231630143063 0.0035793937223255008 0.0022738942635378194 -0.0024835475482007361 0.00057981035922028594 -0.003593232785655126
leaf_weight=0.0049018688566775373 0.0032415451423730693 0.0069014471117725398 0.0053954275892920114 0.00445590092203929 0.017226395723582755 0.010420839272228477 0.010124137945922485 0.008930757667258149 0.015239634548265713 0.042449837894935172 0.017507618409013048 0.0023312949563205612 0.0062353491598514657 0.0055505384225398293 0.0045708015095442525 0.039121637219068361 0.017857038666534208 0.0067468583870891044 0.0018426418828312316 0.0032222534064203492 0.0056778805519002154 0.058373755705190433 0.01813230828969381 0.013954326263046823 0.010985775414155796 0.017473047195380786 0.01709327126422977 0.014813489908192423 0.023843445360853366 0.011982825558334298
leaf_count=86 3 67 50 8 38 38 92 21 31 1506 128 15 110 2 2 135 25 70 2 1 61 250 122 16 13 15 55 22 47 90
internal_value=0 -0.000112029 -0.000163297 -0.000118109 -0.00015897 -4.39951e-05 4.41639e-05 -0.00182396 -5.6107e-05 4.69042e-05 -0.000401093 0.000167175 0.000516341 -0.00138043 0.000918806 0.000634635 0.000923528 0.00111718 -0.00158785 0.00136771 0.00161484 0.0018061 -0.00208048 0.000340072 0.000744073 0.00181596 0.000718612 -0.000750447 0.00206659 -0.00270704
internal_weight=0 0.421702 0.414801 0.409405 0.404949 0.378792 0.368371 0.0261572 0.358247 0.343008 0.194642 0.152192 0.131729 0.0230582 0.10867 0.148366 0.131299 0.1041 0.017067 0.0973527 0.0911173 0.0878951 0.0204636 0.0921769 0.0782226 0.0455521 0.028079 0.0326705 0.0822172 0.0138255
internal_count=3121 3035 2968 2918 2910 2851 2813 59 2721 2690 2314 808 671 130 541 376 281 539 95 469 359 358 137 146 130 83 68 47 297 92
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=31 39 42 2 376 4 43 160 1456 1373 43 133 14 2 1 15 48 13 1 474 2 16 1 133 160 47 42 128 8 13
split_gain=0.00466019 0.00457363 0.00567363 0.00590722 0.00587246 0.00539091 0.00943701 0.00599399 0.00573095 0.00560826 0.00566183 0.00543472 0.00540124 0.00566039 0.00882254 0.00591352 0.00713916 0.00857959 0.00609759 0.00711566 0.00663387 0.0120866 0.00851687 0.00739836 0.00585529 0.00715326 0.00723009 0.00698608 0.00767109 0.00583322
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088470000000000007 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.099250000000000019 0.39192500000000002 0.11269500000000002 0.085220000000000004 0.090425000000000019 0.13075500000000004 0.095175000000000023 0.12879500000000002 -0.53104499999999988 0.10374500000000002 -0.14697499999999997 0.093175000000000022 -0.010699999999999999 0.093575000000000019 0.085760000000000017 0.10210000000000001 0.086380000000000012 -0.10271999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -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 -2 4 5 6 -4 -7 9 10 11 12 13 14 24 16 17 -15 20 -20 -19 22 23 -22 25 27 -27 28 -9 -28
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.003454623090765589 -0.0034548584538961471 0.0034550618188870287 0.0014681748446692094 0.0034320845960849381 0.0025031477494088157 -0.0028278800088856371 -0.0034557888488934486 1.2720526441543644e-05 -0.003452353485286888 -0.0034552501846950882 -0.0034077363743393999 -0.0029181968196026345 -0.0034526345241559352 -0.0019982612121284466 0.0018754453516617578 -0.001386989839444959 -0.001007949500684628 0.0024642783664471108 -0.0018885013975082619 0.0029179595272360035 -0.0032959835052120659 0.0021448407476627866 0.0010663863183759819 0.0011445098748186803 -0.0034543016235337228 0.0028310174794210765 0.00011046183752454181 -0.0034559491081501614 0.0034535736059118334 -0.0034551746877086852
leaf_weight=0.0044358319277648653 0.0060579327496270699 0.004258941224179579 0.0067944153270218513 0.0055934420007588406 0.0097559042544617114 0.0093894968675556356 0.014593846887350992 0.06645421418653541 0.0057410757729883235 0.0054268272335775683 0.005448008181417662 0.0067794807920904523 0.0047395236404099697 0.0096337041077276808 0.019763099921760841 0.015220180438063835 0.021107491345901508 0.022825225637859603 0.0040589256095699957 0.038154113637347109 0.01795079397356858 0.025796056685067015 0.015942899141009548 0.0059504850077587426 0.0080603880373359971 0.0034976999664308997 0.0076288704833586954 0.0060050425128110865 0.0087312757732433965 0.019264991684508459
leaf_count=86 18 21 7 51 48 226 133 735 225 21 104 318 33 18 38 93 35 94 2 214 78 147 38 14 63 5 16 83 28 129
internal_value=0 -0.000102314 -0.000140538 -8.90969e-05 -0.000140292 -0.000209071 -0.00189159 -0.000107291 -3.30716e-05 2.4931e-05 8.16446e-05 0.00013968 0.000204305 0.000259145 -0.000260759 0.000669458 0.00086336 0.00114486 0.00137658 0.0024558 0.000861605 0.000304304 -0.000887303 -0.00219047 -0.000613627 -0.000408424 -0.00183667 0.000126201 0.000412306 -0.00244373
internal_weight=0 0.400624 0.396365 0.390307 0.384714 0.374958 0.0213883 0.35357 0.34418 0.338439 0.333012 0.327564 0.320785 0.316045 0.139406 0.17664 0.16142 0.140312 0.130678 0.042213 0.0884655 0.0656402 0.0398442 0.0239013 0.119642 0.111582 0.0303916 0.0811905 0.0751855 0.0268939
internal_count=3121 3035 3014 2996 2945 2897 140 2757 2531 2306 2285 2181 1863 1830 1097 733 640 605 587 216 371 277 130 92 1059 996 150 846 763 145
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=151 4 11 12 51 1452 401 480 402 3 16 43 1 1374 49 0 0 13 52 13 39 151 42 42 40 4 13 0 0 1
split_gain=0.0044594 0.0050342 0.00723732 0.00560423 0.00571461 0.0050959 0.00485976 0.00469999 0.00456034 0.00519933 0.00620634 0.00573111 0.00489326 0.00675812 0.0075299 0.00716938 0.00842227 0.0065898 0.00552155 0.00729103 0.00544471 0.00514492 0.00511607 0.00622607 0.00503776 0.00480831 0.00477836 0.00445163 0.00614537 0.00489879
threshold=-0.5225749999999999 0.27834500000000006 0.080455000000000013 -0.040564999999999997 0.11144500000000002 0.090425000000000019 0.083100000000000021 0.084710000000000021 -0.095989999999999978 -0.12018999999999998 -0.36241499999999999 0.24789500000000006 0.094385000000000011 -0.094929999999999987 -0.10774499999999999 -0.10607499999999999 -0.084044999999999995 -0.081659999999999996 0.11434500000000002 -0.084034999999999985 0.091820000000000013 -0.0064299999999999991 0.091295000000000015 0.091735000000000025 -0.083039999999999989 -0.0047449999999999992 0.073000000000000023 -0.053834999999999994 -0.019414999999999998 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 2 5 -3 -5 6 7 8 -2 26 -11 12 13 -12 -15 25 -17 24 19 -18 22 -19 -21 -24 -14 -16 -10 29 -29 -23
right_child=1 3 -4 4 -6 -7 -8 -9 9 10 11 -13 17 14 15 16 18 21 -20 20 -22 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0037803696222733969 -0.0042936412510063771 0.0042006312878387232 -0.0034415778890977459 0.0010945103698313293 -0.0032806222559356437 -0.0042955321409874373 -0.0033006253555035022 -0.0042926823142412571 0.0032890268478864486 -0.0022250015985987599 -0.0042978194411810913 -0.0032823217971124936 -0.0012402865621295215 -0.0042966507102201821 -4.4531270643323466e-06 -0.0040156457781819858 0.0026789263483559911 0.0029525845135931678 -0.0042966294660813989 -0.0034650801381509188 0.0034734599323759394 -0.00029702956329012562 0.0042383255211096158 -0.0042978103818008626 0.0037701634718622385 0.0030991966479204146 0.00042142825620507674 -0.0042376964866658803 0.001771229375264208 0.0028971460935742987
leaf_weight=0.0058933123923452504 0.0042335109411055774 0.0091910535075498956 0.012448638556861624 0.045273569550431603 0.0062570578593295059 0.0052496543583515623 0.0081452300900650698 0.0044988395499387926 0.017434697426097046 0.022103192887129808 0.0073467711238208713 0.0085486441158764137 0.0044917309714946887 0.0071112259643086864 0.016298462538998137 0.011152637628924815 0.018124433849266097 0.011732759888673172 0.0046619881067613269 0.012909824178365184 0.004256173762769321 0.036452192889896651 0.0043266454472643536 0.0024725315720388608 0.020835297834537414 0.021079631677821446 0.027700654454747564 0.0095108150762825971 0.0046742761091991278 0.011672380416712258
leaf_count=47 186 150 136 169 8 88 252 200 44 97 27 142 8 35 27 491 55 80 83 323 11 112 8 90 96 36 40 37 30 13
internal_value=0 -1.87796e-05 -0.000234053 0.00111383 0.000563264 -0.000104 -3.10844e-05 5.96122e-05 0.000127333 0.000193028 -5.84909e-05 0.000161518 0.000302306 -0.000322331 -3.70886e-05 0.000280816 -0.0006649 0.000992135 0.000134424 0.000625222 -0.000927958 0.000345835 -0.00187845 0.00113415 0.00288156 0.00174587 0.00152911 -0.00014501 -0.00225763 0.000477702
internal_weight=0 0.380195 0.319473 0.0607217 0.0515306 0.307024 0.301775 0.293629 0.28913 0.284897 0.239762 0.217658 0.20911 0.10974 0.102394 0.0952823 0.0579042 0.0993695 0.0467516 0.0420896 0.0239652 0.0740424 0.019709 0.00679918 0.025327 0.0373781 0.0451354 0.0623097 0.0141851 0.0481246
internal_count=3121 3074 2747 327 177 2611 2523 2271 2071 1885 1801 1704 1562 1186 1159 1124 1061 376 570 487 432 272 421 98 104 63 84 192 67 125
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=31 4 151 403 376 42 2 150 160 158 4 13 0 0 3 15 16 16 3 51 4 34 474 47 139 52 13 4 47 4
split_gain=0.0233475 0.0216439 0.0227273 0.0199495 0.0175771 0.0214539 0.0199577 0.0182034 0.0316094 0.0216557 0.0233609 0.0355037 0.0275183 0.0380869 0.0305401 0.017823 0.023488 0.0196723 0.0171209 0.0168808 0.0167149 0.0164957 0.0285821 0.0229791 0.0218065 0.016335 0.0276928 0.0144755 0.0133667 0.0221354
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.27559499999999998 -0.092474999999999988 0.048375000000000008 -0.088934999999999986 0.17025000000000004 -0.22665999999999997 -0.091944999999999985 0.090905000000000014 -0.49405499999999997 0.41383500000000001 -0.060129999999999996 -0.10607499999999999 0.14121000000000003 -0.095869999999999983 -0.27167499999999994 0.037555000000000005 -0.097174999999999984 0.11144500000000002 -0.5956499999999999 -0.112215 -1.0000000180025095e-35 0.12794000000000003 -0.073429999999999981 0.083680000000000018 -0.084034999999999985 0.24564500000000003 0.13082500000000002 -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=-1 3 -3 -2 6 -6 7 -5 20 10 11 -10 13 15 25 27 -17 -18 -14 21 -9 -4 -23 24 -24 -15 -27 -12 29 -20
right_child=1 2 19 4 5 -7 -8 8 9 -11 12 -13 18 14 -16 16 17 -19 28 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012986268411679441 -0.0012944412570625283 -0.001171278928232856 -0.00052310159865959921 0.00090117282525770971 -0.00056973555992204529 0.00084690553588454085 0.001212173191689974 0.0012997267637639357 -0.0013000979854920125 -0.0011414173877146618 -0.00083126981991628541 0.0013075322920782808 0.00062060433652475812 -0.0012030533603692632 0.00089406618778807405 -0.00074722730835531431 0.00053148859731499899 -0.00062005952026067206 0.001168002623559432 -0.00060618432841126515 -0.0012469655351951897 -0.0013070561762857126 -0.00072276849879216365 -0.00070627070335960824 0.0011091353089312112 0.00071639472470790282 -0.0012952679661056275 9.0479316112417599e-05 0.00067729862816584183 -0.00072252745059372232
leaf_weight=0.021422441689083027 0.024489872276489799 0.016527748724911362 0.022112368693342432 0.024995723761093935 0.02506052510580048 0.062538619566112175 0.01733852924007806 0.0046321353875100604 0.052498055635623708 0.035435825423519418 0.060869448102494061 0.010483451187610626 0.13588170227376395 0.10216428942112543 0.017455831955885515 0.036249948680051602 0.18671030354744256 0.028635928930270893 0.012612795824679779 0.024690308102435665 0.062649927795063953 0.011501451168442145 0.011831033247290179 0.015275949524948373 0.13459406439505972 0.02327596357827133 0.022546623804828414 0.053643520011974033 0.027492267472553067 0.058161756659957486
leaf_count=86 357 15 8 13 15 72 30 1 121 151 56 1 61 758 12 22 118 31 7 15 365 3 5 10 246 85 306 35 17 99
internal_value=0 -6.28242e-05 0.000291788 -0.000140072 -0.000113435 0.00044163 -0.00016337 -0.000188307 -0.000217546 -0.000151044 -0.000108694 -0.00086605 -4.63991e-05 -0.000209171 -0.000724309 2.36163e-05 0.000216186 0.00037836 0.000323118 0.0004017 -0.00107163 0.000529109 0.000663443 0.0008036 0.000961119 -0.000915204 -0.000273427 -0.000399477 -8.82415e-05 -0.000385614
internal_weight=0 1.32236 0.236533 1.08582 1.06133 0.0875991 0.973734 0.956395 0.9314 0.864118 0.828682 0.0629815 0.7657 0.531552 0.165443 0.366109 0.251596 0.215346 0.234149 0.220005 0.0672821 0.195315 0.173202 0.161701 0.146425 0.147987 0.0458226 0.114513 0.0982668 0.0707746
internal_count=3121 3035 302 2733 2376 87 2289 2259 2246 1880 1729 122 1607 1423 1161 262 171 149 184 287 366 272 264 261 251 1149 391 91 123 106
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1 47 52 146 42 124 160 13 1 132 13 376 1429 456 42 16 0 16 1 4 2 2 13 13 4 3 43 0 0 48
split_gain=0.0237857 0.0243664 0.0258496 0.0228225 0.0184559 0.0282993 0.0211348 0.0191165 0.0184493 0.0233866 0.0213063 0.02048 0.0181289 0.0184978 0.0190008 0.0206514 0.0292162 0.02702 0.0219747 0.0207131 0.0229313 0.0190362 0.0398109 0.0187791 0.0217229 0.0177016 0.0167755 0.0157911 0.0162952 0.0220213
threshold=0.12337000000000002 0.11893500000000001 -0.23798499999999997 0.12035500000000002 -1.0000000180025095e-35 -0.027784999999999997 -0.091944999999999985 -0.53104499999999988 1.0000000180025095e-35 0.081465000000000024 0.24813000000000004 0.091135000000000008 -1.0000000180025095e-35 0.090170000000000014 0.091735000000000025 -0.004174999999999999 0.12500000000000003 -0.073404999999999984 0.099660000000000012 -0.083854999999999985 0.089885000000000007 0.097220000000000015 -0.017449999999999997 0.41383500000000001 0.23246000000000003 -0.13309499999999996 -0.25681499999999996 -0.040504999999999992 -0.053834999999999994 0.10358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 11 10 -10 -4 -9 14 15 16 17 18 19 -14 25 22 -17 24 -16 -21 -2 28 29 -28
right_child=3 -3 4 -5 5 6 7 12 9 -11 -12 -13 13 -15 23 21 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00092462665910584283 -0.00066796740285517131 -0.0011763360863054349 -0.0013478216145405239 -0.0012989802971354865 0.00093894018256021963 -0.00078493468861645242 -0.0013045009391179764 -0.0013552885301116356 -0.001315068486812461 0.0011996817062574702 0.00048184867363703927 0.00088673301599329979 0.00094055358267330241 -0.0009727436572166486 -0.0012822484605980945 -0.00091279801658695103 -0.0013150192546794142 -0.00043216871509573629 0.00092345013391075589 0.0010603015404158245 0.00031222686645487392 0.0010807457931157976 0.00093530356239580957 0.001358914149777673 0.0001151768581973693 -0.0011550283384137725 0.0010649037183076561 0.0013029894307309486 -0.00104503838129637 -0.00013806818600539195
leaf_weight=0.066332775726323012 0.020830251218285412 0.040482827995219739 0.054973323365402171 0.014167246961733326 0.056355116812482953 0.064768252014800742 0.019262888701632397 0.016132803597883827 0.027671731984128201 0.019679871624248335 0.0210448097122935 0.0085914410883560777 0.040559242666858841 0.028508757082818192 0.044214381028950811 0.035699123817266809 0.026239954342599958 0.10177623959907578 0.090049003054446075 0.007623695975780497 0.076187735215171415 0.082872199094708776 0.051689044430533126 0.0094543416053056717 0.037028257287602173 0.045720479452939111 0.062536610255847336 0.044257761390326888 0.013229477250206401 0.049297594849122106
leaf_count=346 6 56 548 4 122 326 7 47 118 50 25 5 18 55 334 91 5 223 82 12 58 44 41 1 29 184 129 91 22 42
internal_value=0 -0.000152018 -0.000111853 0.000349034 -5.60481e-05 1.79441e-05 -4.87874e-05 1.80818e-05 -0.000523761 -3.86018e-05 -0.000538827 -0.0010458 5.48048e-05 8.83762e-05 0.00013498 0.000227785 5.63592e-05 0.000155788 0.000385818 0.000101187 -0.000161637 0.000618598 0.000180332 -0.000436413 -0.000645339 -0.000838424 0.000471819 0.000612038 0.000367523 0.000534622
internal_weight=0 1.07292 1.03244 0.204319 0.966103 0.834142 0.777786 0.713018 0.131961 0.0683964 0.0487165 0.0635648 0.693755 0.677622 0.649114 0.558417 0.388156 0.361916 0.26014 0.170091 0.129532 0.17026 0.0873882 0.090697 0.0812426 0.0533442 0.190152 0.169321 0.125064 0.111834
internal_count=3121 2827 2771 294 2425 1679 1557 1231 746 193 143 553 1224 1177 1122 758 582 577 354 272 254 176 132 364 363 196 290 284 193 171
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=484 150 1213 475 160 1 146 47 52 43 0 133 11 2 0 2 42 43 0 52 16 8 8 49 151 457 4 14 16 133
split_gain=0.0167959 0.02551 0.0176076 0.0185269 0.0170017 0.0189813 0.0245979 0.017627 0.0168199 0.0150693 0.0145663 0.014348 0.0133152 0.0140495 0.0154 0.0183552 0.0183532 0.014387 0.0159107 0.0130687 0.0124429 0.0121058 0.0147932 0.0108224 0.0111402 0.0104364 0.0115145 0.0136453 0.0105373 0.0180211
threshold=-0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 0.12337000000000002 0.12035500000000002 0.11893500000000001 -0.23798499999999997 -0.25681499999999996 -0.20211999999999997 0.10622000000000002 0.08976000000000002 0.092120000000000021 -0.23091999999999999 0.084055000000000005 0.091295000000000015 -0.074359999999999996 -0.11991499999999998 -0.081429999999999989 0.25084500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.10542000000000001 0.086470000000000005 -1.0000000180025095e-35 0.27834500000000006 -0.46747499999999992 -0.013324999999999998 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=1 -1 3 -2 20 7 9 8 -6 -7 -11 12 13 14 -10 17 -17 -16 -19 -15 -4 22 -20 24 25 -21 28 -28 29 -27
right_child=2 -3 4 -5 5 6 -8 -9 11 10 -12 -13 -14 19 15 16 -18 18 21 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012162006467409108 0.0015180465990648987 0.0011096515732714916 -0.0013118914028986584 -0.0013938849341106013 -0.0009005953953199413 -0.00081780201228914427 -0.0014829946104632382 -0.0013005448190477249 0.0013267124906182403 -0.00039364412114825724 0.001212053437848612 -0.0009846596361576252 -0.00080950487688956796 0.0010347638643367391 0.00081019115766027365 -0.00080198459956944818 0.001164613717424898 0.00079279254857500113 0.00063495927285391475 -0.0011278956220887358 0.0015085353481695974 0.0011474568167721211 -0.0014208534631199119 0.001208582069830757 0.0012957953980618736 -0.00080663718252153589 -0.00056012554464221367 0.0014825568398625186 0.00040018810867755214 0.0011419247911029478
leaf_weight=0.055549896942352461 0.0058812955394387237 0.013459423540552962 0.030577116272525018 0.034274726891908358 0.040427225108260245 0.011632124776951969 0.011626383478869684 0.023086685607268009 0.017637448872847017 0.015004497656263993 0.096202134149507401 0.026419662291345958 0.031050045181473251 0.065475570470880484 0.057750882711843587 0.10105016285888269 0.012221325905557023 0.025687549292342737 0.010422068822663277 0.015948361135087907 0.0040723881211306425 0.0073280823489767491 0.035210619332247006 0.025057147711777361 0.017922115934197791 0.058942909432971646 0.010486881208635168 0.026498251475459256 0.063451082620304078 0.013379851611716731
leaf_count=487 4 16 212 469 294 6 3 40 10 15 240 241 33 75 133 337 17 12 5 11 2 11 146 40 24 111 14 58 39 16
internal_value=0 -0.000762572 1.35139e-05 -0.0009674 5.96069e-05 0.000103557 0.000624259 1.41169e-06 4.67911e-05 0.000823705 0.000995406 0.000108373 0.000156864 0.000210022 -4.21104e-05 -0.000138808 -0.0005898 0.000235714 -0.000186119 0.000436824 -0.000980404 -0.000660921 -0.000951326 0.000267843 0.000153764 4.53015e-05 0.000153606 0.000903368 -5.06312e-05 -0.000446149
internal_weight=0 0.0690093 0.894725 0.040156 0.854569 0.819919 0.134465 0.685454 0.662367 0.122839 0.111207 0.62194 0.59552 0.56447 0.267308 0.249671 0.113271 0.136399 0.0786483 0.297162 0.0346495 0.0529608 0.0456327 0.231687 0.206629 0.188707 0.172759 0.0369851 0.135774 0.0723228
internal_count=3121 503 2618 473 2145 1931 264 1667 1627 261 255 1333 1092 1059 671 661 354 307 174 388 214 162 151 313 273 249 238 72 166 127
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=31 39 52 131 1 159 47 44 14 3 13 376 48 34 1375 42 47 52 4 14 43 42 12 15 13 4 48 150 4 16
split_gain=0.00450493 0.00438976 0.00546856 0.00563556 0.00556659 0.00778493 0.00684658 0.00685947 0.00700767 0.00555879 0.00549634 0.00515247 0.00564289 0.00525001 0.00534649 0.00559154 0.00640982 0.0075284 0.00508627 0.00691614 0.00587455 0.00681653 0.00848151 0.00695578 0.00591934 0.00645209 0.00876206 0.00827937 0.0066845 0.00654176
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.10340500000000001 0.13686500000000004 -1.0000000180025095e-35 0.11893500000000001 1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.53104499999999988 0.048375000000000008 -0.064549999999999982 -0.021334999999999996 0.071870000000000003 -1.0000000180025095e-35 0.11518500000000002 -0.078224999999999975 0.25615500000000008 -0.46885499999999997 -0.20207499999999998 0.090835000000000013 0.09857500000000001 0.19724500000000003 -0.47860499999999995 0.033845000000000007 0.092475000000000016 0.087380000000000013 -0.42529999999999996 -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=-1 2 3 -2 6 -6 7 8 9 10 -4 12 -12 -14 15 16 17 -15 20 -20 -17 22 24 -23 -22 26 27 28 -26 -27
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11 11 -13 13 14 -16 18 -18 -19 19 -21 21 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.003128919302740338 -0.0021616171707533839 0.0031291634601901624 -0.0031126445806655156 0.001350385951948943 -0.0030332783130031459 0.0023653743914287323 -0.002039415618704383 -0.0028424392886774582 -0.0025855774901046322 0.0031272379395838818 0.0016061617183825445 0.0017697983380130697 -0.0026997758907995372 0.0014439193328773803 -0.0023627661914436531 0.0016520034010241689 0.0029196240325790762 -0.0027115980838433207 -0.0013106551963172255 0.0019512135368897298 0.0029786702032035049 -0.0030297435663487306 -0.0031303775686341022 0.0030211734677768813 -0.0031281138105771558 -0.0026616164621201381 0.0022070582594981613 -0.0021391223457496397 0.00072913728102889659 0.00088261386155181825
leaf_weight=0.0042940315393025221 0.02228934804753635 0.0040945027842553819 0.0051665424398379392 0.0055826156678904218 0.0030681225880471166 0.017475157882131498 0.017177743332240425 0.0081622266297927126 0.0094824182892807585 0.0059799932432724736 0.020618719946241981 0.017793246093106063 0.0073383960334467693 0.0054827012113491938 0.0091369437328125969 0.019059636173778927 0.00319817487252294 0.019098799462881288 0.0080157602214967483 0.030589430612735669 0.0072053109033731735 0.013084729653314753 0.0078035617671048376 0.0021631587551382845 0.0047560980094658511 0.01481997966061499 0.020848571094575163 0.015258984519277874 0.057012326708758117 0.007749247830361127
leaf_count=86 341 21 6 20 8 114 65 32 82 51 111 85 18 58 94 34 5 633 20 96 6 424 16 3 50 57 57 82 436 10
internal_value=0 -9.03868e-05 -0.00012459 -0.00145818 -2.06317e-05 0.00155909 -0.00011693 -1.36733e-05 6.04101e-05 0.000143441 8.32013e-05 0.000139935 3.37995e-05 -9.4535e-05 -1.65913e-05 7.41866e-05 -0.00124315 -0.00178474 0.000249815 0.00127394 1.69208e-05 -0.000189872 3.31774e-05 -0.00217132 0.000226573 6.19358e-05 0.000409348 -7.72275e-05 0.000432133 -0.00144469
internal_weight=0 0.389512 0.385418 0.027872 0.357546 0.0205433 0.337003 0.319825 0.311663 0.30218 0.2962 0.291034 0.273241 0.252622 0.245283 0.236146 0.0277797 0.0245815 0.208367 0.0386052 0.169762 0.150702 0.135454 0.0152479 0.127651 0.120445 0.097876 0.0770274 0.0617684 0.0225692
internal_count=3121 3035 3014 361 2653 122 2531 2466 2434 2352 2301 2295 2210 2099 2081 1987 696 691 1291 116 1175 1141 714 427 698 692 625 568 486 67
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=12 13 132 133 47 151 4 448 38 2 52 3 3 49 50 4 158 52 41 42 1 42 3 43 132 4 43 43 1 51
split_gain=0.019793 0.0237767 0.0201149 0.0183323 0.0182022 0.0218886 0.0275915 0.0172679 0.0175773 0.0166951 0.0163141 0.0161526 0.0156548 0.0219075 0.0156217 0.0195593 0.0166834 0.0157751 0.0167026 0.0181153 0.0158711 0.0269135 0.017881 0.0173544 0.014385 0.0142666 0.0135315 0.0158009 0.012663 0.0123596
threshold=0.079890000000000017 -0.004174999999999999 0.080640000000000017 -1.0000000180025095e-35 0.092710000000000015 -0.086944999999999981 0.0061450000000000003 -0.081729999999999983 0.12566000000000002 0.079055000000000014 0.10347000000000002 0.11924500000000002 0.090900000000000009 -0.045154999999999994 0.10647500000000001 0.36766000000000004 0.084905000000000022 -0.43320999999999993 0.078065000000000009 -1.0000000180025095e-35 0.122185 0.091735000000000025 -0.10831999999999999 -0.12152999999999999 0.082230000000000011 0.24564500000000003 -0.084154999999999994 -0.084004999999999982 0.14089500000000002 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 3 4 24 5 -3 9 -5 -9 -7 -11 12 13 -8 15 16 17 -2 19 25 21 22 -21 -24 -1 -19 -25 -28 -6 -29
right_child=14 2 -4 7 28 6 11 8 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=-0.0010829255171798116 -0.0012443970738498667 0.00086800065399868036 0.00099148002262476565 -0.0010628637319354572 -0.00097969420762183241 0.00053499342644086774 -0.00092037133552205135 0.00092537936453256325 -0.00087264982910852541 -0.000807690034244072 0.00039878756568210235 -0.00041092576712449677 0.0010508141619862132 0.00078660086324152669 -0.0012444639801539748 0.00047757373198127005 -0.0012447811597709564 -0.0012449576363774703 -0.0012450398585074924 0.00064573332178460504 0.00093088038354184361 -0.0011075114875545914 0.00097746909127879237 -0.0012449992432071843 0.0010978328488723391 0.00039839127558856033 0.0012579239779417092 -0.00048293911586141171 0.0001489291993151367 0.00072408999365076304
leaf_weight=0.017304392446931161 0.021612983443219491 0.040740056130744051 0.02728445654065581 0.0081754038110375404 0.054413028798080632 0.022403731154554407 0.020301617303630337 0.1208297495604711 0.0090350070968270302 0.11404817982747772 0.020433989282537368 0.035304870307300007 0.050638783377507934 0.027199997141451604 0.022446603696607781 0.060228603707400907 0.02607687782483481 0.032162967476097037 0.020189074138215801 0.064760831768580829 0.027757295978517504 0.032908447868976509 0.018825004968675785 0.019847130593007023 0.0064088765809628958 0.010948299837764353 0.011379338800907135 0.082159698536543146 0.021421865763841197 0.015608493137278856
leaf_count=59 230 38 37 4 65 20 9 327 5 125 19 23 34 45 260 71 211 559 53 38 26 283 8 151 25 11 1 341 9 34
internal_value=0 0.000109518 -4.20772e-05 0.000516441 -0.000111381 1.44871e-05 -0.00010528 0.000689941 0.000800286 -0.000458811 -0.000624371 0.00031035 0.000569821 5.70615e-05 -0.000232382 -0.000181269 -0.000284542 -0.000214629 -0.000148497 -7.85188e-05 3.96705e-05 -6.1098e-05 0.000100892 -0.000137807 -0.000493542 -0.000827622 -0.000300567 -0.000128833 -0.00066088 -0.000290239
internal_weight=0 0.595944 0.434191 0.161753 0.406906 0.331071 0.290331 0.13804 0.129865 0.156886 0.134482 0.133445 0.0981404 0.0475016 0.466912 0.444465 0.384236 0.35816 0.336547 0.316358 0.273246 0.245489 0.21258 0.14782 0.0237133 0.0431113 0.128995 0.109148 0.0758349 0.0977682
internal_count=3121 844 424 420 387 313 275 336 332 164 144 111 88 54 2277 2017 1946 1735 1505 1452 882 856 573 535 84 570 527 376 74 375
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=1456 146 1 47 43 11 124 1366 13 52 0 0 48 14 452 1373 401 1426 1 4 2 48 457 1374 3 3 1374 15 12 3
split_gain=0.00440337 0.00454399 0.00607909 0.00669898 0.00519312 0.00480365 0.00518479 0.0055842 0.00565782 0.00531291 0.0046546 0.00570498 0.00480145 0.00444227 0.00432124 0.00420343 0.00424538 0.00434058 0.0056758 0.00640111 0.00876852 0.0100899 0.00764092 0.00628305 0.00649809 0.006661 0.00646678 0.00717722 0.00726117 0.00612281
threshold=-1.0000000180025095e-35 0.12035500000000002 0.12337000000000002 0.11893500000000001 -0.25681499999999996 0.088215000000000002 -0.082254999999999981 -0.082084999999999991 -0.53104499999999988 -0.23798499999999997 -0.040504999999999992 -0.053834999999999994 0.10358500000000001 0.076175000000000007 0.085195000000000007 0.099250000000000019 0.097935000000000008 -1.0000000180025095e-35 0.094465000000000007 -0.17966999999999997 0.090790000000000023 0.12879500000000002 0.090150000000000022 -0.094929999999999987 0.090900000000000009 -0.12018999999999998 -0.08070999999999999 -1.0000000180025095e-35 0.084100000000000022 -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=14 2 3 5 -4 6 -2 -8 -9 -10 11 12 -6 15 -1 16 17 -11 23 -20 22 -22 -21 -19 25 -25 -27 29 -29 -28
right_child=1 -3 4 -5 10 -7 7 8 9 13 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0029043641335767573 0.0017990610331260967 -0.0034792107502440071 -0.0018928837809901349 -0.0030465392454790568 0.0026456220260844252 -0.0020741984305316262 -0.0035938218097664007 -0.0033399294941370877 -0.0021592322733021791 -0.003600942515534165 0.0034369580456060063 -0.0028222553479518263 -0.00012129335829888974 -0.0035922176799114609 0.0035960152028628972 -0.0031358569385023824 -0.0035918150810351828 -0.0035958977615091177 -0.0035936020630442014 0.00088924268854768138 0.0032661540847408847 -0.0012035419100599411 -0.0034865398168491477 0.0008500736336699027 0.0016775218345500187 0.003496645690770895 0.0015613702756098185 0.0013141766707884959 -0.0019110874639097833 -0.0034962118914195883
leaf_weight=0.0112135805467517 0.020413364882188034 0.0047515346450381904 0.0064465288887731722 0.0099142820936322096 0.018369708339605495 0.01434191574912802 0.0057022082698949808 0.0063840387010714031 0.012929317784710292 0.0034521797935553869 0.012417098361709122 0.0046491419680023674 0.014443334315728862 0.0039098028580610835 0.0014941613189876088 0.004589721235788601 0.0034971063312809738 0.0059034423859429799 0.0034015902383544008 0.025327965387759832 0.036552221685724362 0.007922712538857013 0.00645638642617996 0.044471942647305696 0.029626366541833704 0.003947399338358081 0.0036222678345438899 0.018818481832681755 0.017247908807718204 0.020848402290170043
leaf_count=287 149 4 6 48 129 90 38 12 241 19 91 21 39 49 1 17 139 35 8 110 151 5 5 82 40 2 28 89 725 461
internal_value=0 9.53056e-06 5.48713e-05 -0.000142717 0.00113981 -4.65493e-05 5.54782e-05 -7.90299e-05 -1.62026e-06 8.27749e-05 0.00153177 0.000900277 0.00142771 0.00020376 -0.00214006 0.000266732 0.000334309 0.000394635 0.000456173 0.00122567 0.00144064 0.00246993 3.85715e-07 3.19172e-05 0.000186457 -0.000218978 -0.000956254 -0.00124661 -0.000228231 -0.00274756
internal_weight=0 0.370358 0.365607 0.309281 0.0563258 0.299367 0.285025 0.264611 0.258909 0.252525 0.0498793 0.0374622 0.032813 0.239596 0.0127077 0.235686 0.231096 0.227599 0.224147 0.0796609 0.0762593 0.0444749 0.0317844 0.144486 0.138583 0.108956 0.0644845 0.0605371 0.0360664 0.0244707
internal_count=3121 2833 2829 2543 286 2495 2405 2256 2218 2206 280 189 168 1965 288 1916 1899 1760 1741 279 271 156 115 1462 1427 1387 1305 1303 814 489
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=484 150 15 474 31 39 160 52 1 13 13 148 402 39 48 0 0 4 52 2 43 1 457 4 52 0 3 42 0 123
split_gain=0.0182897 0.0222392 0.018534 0.0170134 0.0149481 0.0144095 0.0180544 0.0201781 0.0188639 0.0178048 0.0176481 0.0170499 0.0151061 0.0151462 0.0149411 0.016598 0.0301243 0.0187544 0.0181971 0.0223003 0.01767 0.0167849 0.0170586 0.0130183 0.0164134 0.013287 0.018294 0.0126508 0.0139214 0.0123954
threshold=-0.0068949999999999992 0.097210000000000005 -0.24436499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16946000000000003 -0.091944999999999985 -0.24164999999999998 0.13408500000000004 -0.53104499999999988 -0.47860499999999995 0.087555000000000008 0.088090000000000016 -1.0000000180025095e-35 0.12879500000000002 -0.10607499999999999 -0.076234999999999983 -0.49013999999999996 0.083680000000000018 0.084055000000000005 -0.073404999999999984 0.077565000000000009 -0.0029299999999999994 -0.39518999999999993 0.086450000000000013 0.12500000000000003 -0.116045 0.10077000000000001 0.22582000000000002 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=1 29 3 -2 -4 6 11 27 9 -9 -11 -6 13 -12 15 21 18 -18 -17 -20 -19 -15 -23 -22 25 26 -25 28 -8 -1
right_child=2 -3 4 -5 5 -7 7 8 -10 10 12 -13 -14 14 -16 16 17 20 19 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010381829954388333 -0.0012043099072983204 0.00077374613099435432 0.0011987863491369159 0.00066853099900871633 -0.00088003613835104227 0.0011990480301021168 -0.0011117901777530539 -0.0010060278058108493 0.00085197733371174494 0.00093601178744336013 -0.00099972044846411128 0.0011771607323904038 -0.00098805176527367884 -0.00060560326693064352 -0.00072899308219113741 -0.001072664370706313 -0.00053425984458092151 0.00080196918494789915 0.00091861920322840684 -0.0011961910142064376 0.00095763834170492913 -0.00028377306692185789 0.00057497621315113112 0.0011523781983306058 -0.0012015494031736515 -0.00072458511508420196 -0.0005277248949031154 0.00010865096017669759 0.0012000077554738689 0.0011772241139030751
leaf_weight=0.058701936842908253 0.0075410665012896052 0.01380937591966358 0.013590825750725344 0.085297698708473035 0.059893919275737062 0.01270594771085598 0.049284750072274619 0.024990108144265832 0.03776019825545518 0.028836142282671062 0.020283860952986288 0.0063663671135145697 0.022221341876502265 0.025092797123761557 0.033081098577895318 0.057880157317640624 0.044294643454122706 0.068880224758686381 0.017910685623974132 0.011824259591321606 0.016698739025741816 0.040078075533529045 0.1881982467493799 0.023863412119681016 0.018086100056734722 0.018711187323788181 0.015124677562880606 0.023935792895372288 0.0040246252901852122 0.0038436821596405926
leaf_count=478 1 16 50 231 339 16 299 14 43 12 27 4 214 54 30 408 36 73 49 298 5 36 163 16 79 7 84 29 1 9
internal_value=0 -0.000598959 8.41895e-06 0.000516405 -4.49534e-05 -6.4382e-05 -8.31067e-05 -3.2911e-05 2.98809e-05 -1.60362e-05 2.19631e-05 -0.000682378 -2.03969e-05 1.54402e-05 5.09595e-05 9.81597e-05 -9.54118e-05 0.000154601 -0.000682268 7.76536e-05 0.000343694 0.000322218 0.000424207 2.38062e-06 -0.000208103 0.000103297 0.000500615 -0.000613166 -0.00093726 -0.000902037
internal_weight=0 0.076355 0.976457 0.0928388 0.883618 0.870027 0.857321 0.791061 0.713816 0.676056 0.651066 0.0662603 0.62223 0.600008 0.579724 0.546643 0.293274 0.205659 0.0876151 0.0297349 0.161364 0.253369 0.228276 0.0924841 0.0757854 0.0576993 0.0389881 0.0772452 0.0533094 0.0625456
internal_count=3121 503 2618 232 2386 2336 2320 1977 1648 1605 1591 343 1579 1365 1338 1308 1055 300 755 347 264 253 199 191 186 107 100 329 300 487
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=1446 123 2 2 1366 1456 15 155 158 1373 133 130 8 1456 146 1 11 47 14 44 48 2 49 3 12 484 12 1374 2 43
split_gain=0.00417486 0.00440754 0.00776422 0.00609166 0.00521301 0.00471875 0.00482085 0.00513925 0.00511253 0.00499926 0.00493075 0.00582914 0.00492859 0.00714149 0.00492323 0.00709021 0.00630441 0.00511783 0.00511388 0.00509732 0.0063126 0.00508328 0.00486927 0.00575738 0.00492497 0.00485662 0.00581313 0.00560278 0.00646499 0.00897254
threshold=0.11581000000000001 1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.47006499999999996 0.088610000000000008 0.08962500000000001 0.099250000000000019 0.10622000000000002 1.0000000180025095e-35 0.08573500000000002 -1.0000000180025095e-35 0.12035500000000002 0.13146500000000003 0.088065000000000018 0.11893500000000001 0.076175000000000007 0.086360000000000006 -0.064549999999999982 -0.020134999999999997 -0.10774499999999999 0.13524500000000003 0.085635000000000003 0.08764000000000001 0.092355000000000007 -0.094929999999999987 0.10644500000000001 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 4 3 -3 -1 6 -6 8 9 10 11 12 13 -8 15 16 17 18 19 20 -15 -22 24 25 -23 26 27 -24 29 -29
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0032588197600063738 -0.0037385447770693892 0.0037362403422704494 0.0025330527891297729 -0.00254030548476822 0.0034786582639760055 -0.0037368692450068129 -0.0037371478478391285 -0.0037377642682069 -0.0023736707998860442 -0.0037395341528274136 -0.0022660544602354353 -0.0037379059324897739 0.0035707747963801208 0.00311367100060384 -0.0035933451571489522 0.0021403131416583648 -0.0031908539993553446 -0.0027036908524891655 -0.0037371826248925547 -0.0037405074930860769 -0.0031360750664234656 -0.0035641253095693667 -0.0010780896646382968 0.0028200131332279019 0.00018635710480061242 -0.0019496179883707564 -0.0012234217044727576 0.0011375756930192538 0.0031410859655271214 -0.0037470993683340892
leaf_weight=0.0073723934273743899 0.0042617792262547019 0.0027791709686084696 0.022781099386293135 0.0096536558726256771 0.0053823881856374092 0.0048571888547144218 0.0061932273053741929 0.0052904326502698487 0.012414633121238694 0.0047240902953262767 0.011477974436786553 0.0050699402933958018 0.006299394457073503 0.012587706742124283 0.0044096007914049542 0.028654342808977162 0.0075333424815653407 0.0077285521833800877 0.0041103095688868043 0.0039386110438499591 0.0055608103166377978 0.0078010595202613322 0.016348794354826168 0.01612962232911741 0.013077070759209164 0.010733466930901159 0.019784912590296244 0.080270334323842008 0.020763571837960626 0.0056150171436115661
leaf_count=57 43 83 153 28 65 251 130 178 177 20 336 283 25 63 4 91 29 26 33 7 26 27 27 36 36 63 192 540 48 44
internal_value=0 -1.98708e-05 0.00123719 -0.00113728 -0.000152352 -8.22631e-05 -2.71181e-05 -8.67341e-05 -2.46714e-05 7.29217e-05 0.000134163 0.000231646 0.00030416 0.000228295 0.000320953 0.000387177 0.000170632 0.000283455 0.00038998 0.000469769 0.000549236 0.000384612 0.00048737 0.000696879 -0.001215 0.000473806 0.000655983 0.000958296 0.00127046 0.000818225
internal_weight=0 0.369343 0.0352139 0.0124328 0.334129 0.326756 0.321899 0.316517 0.311226 0.298812 0.294088 0.28261 0.27754 0.27124 0.265047 0.260638 0.231983 0.22445 0.216721 0.212611 0.208672 0.196085 0.190524 0.169646 0.0208781 0.153516 0.142783 0.122998 0.106649 0.0858854
internal_count=3121 3078 264 111 2814 2757 2506 2441 2263 2086 2066 1730 1447 1422 1292 1288 1197 1168 1142 1109 1102 1039 1013 950 63 914 851 659 632 584
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=147 1213 475 484 150 15 474 146 52 11 43 48 43 43 132 454 13 13 43 13 1 48 160 2 2 4 40 133 160 52
split_gain=0.00401236 0.00419447 0.00654864 0.00433775 0.00816183 0.0044096 0.00610711 0.00569682 0.00531946 0.00493822 0.00501166 0.00854195 0.00600435 0.00522776 0.0051412 0.00438098 0.0043788 0.00481456 0.00439713 0.00476185 0.00551716 0.0107495 0.00696845 0.00789121 0.00572331 0.00431441 0.00428294 0.00748486 0.0062033 0.00548365
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.094605000000000009 -0.24436499999999997 -1.0000000180025095e-35 0.12035500000000002 0.13796000000000003 0.080455000000000013 -0.074359999999999996 0.087310000000000013 -1.0000000180025095e-35 -0.076124999999999984 0.079970000000000013 -1.0000000180025095e-35 -0.53104499999999988 -0.50061499999999992 0.24789500000000006 -0.11122999999999998 0.11212500000000002 0.095425000000000024 0.10070500000000002 0.092480000000000021 0.11585500000000001 0.27834500000000006 -0.083709999999999993 0.084990000000000024 -0.082179999999999989 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -5 8 -8 10 11 13 -12 14 26 -14 -17 -18 19 -19 21 22 23 -21 -25 -11 -7 28 -28 -30
right_child=1 3 -4 5 -6 9 7 -9 -10 25 12 -13 15 -15 -16 16 17 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0030905497457422238 0.0032540231884843917 -0.0023303566112810817 -0.0028248415023540228 -0.0032611129341334495 0.0021675138872145829 0.0031735607578013032 0.002862045943921838 -0.002990654492898405 -0.0018853535201776709 -0.0030538595936092992 -0.0021084925122993379 0.0026745699373661269 -0.0029691007066869617 0.003163390517116285 0.0018249128185293955 -0.0022206327961089602 0.0032556054475097493 0.0014652035374050469 -0.0023889018196714242 0.0010825669951339037 -0.001514968838319575 0.0028191735528965266 -0.003255021302994265 -0.0021062099051672501 0.0017982556912781358 0.00028175284568427968 -0.003254263804121629 -0.0031892782982657158 -0.00067056763808586838 0.0017935696033900869
leaf_weight=0.0045385912781057405 0.0022544669918715963 0.018278738157050611 0.011116162578446165 0.0027415272779762736 0.0055662917900463063 0.0033173462190916317 0.021365457438946578 0.0023555831066914825 0.0028265472728890009 0.0098877019041196945 0.015667979120564723 0.019251341820449852 0.005078699519572182 0.0060179501363109003 0.013356710318760179 0.0081328393671356025 0.0053628637651854652 0.027065765509178163 0.0070404010699007804 0.036627231299462437 0.021944058269582456 0.014916548330234036 0.0071975511746131806 0.019369232093708888 0.0049945603574883526 0.0070079447359603355 0.0056301971176253565 0.0099068046637285079 0.022023460841182896 0.016867034179995244
leaf_count=22 4 466 487 1 19 34 213 2 14 120 389 148 16 15 91 17 13 76 133 170 29 26 15 99 24 20 71 245 120 22
internal_value=0 -1.3162e-05 -0.00179986 5.71425e-05 -0.00128039 0.000158086 0.00136005 0.00183727 0.00230737 3.52788e-05 0.000142101 0.000736686 -0.000188358 0.000252933 6.5949e-06 2.37766e-06 0.000101239 0.000231903 0.000115374 0.000248827 -6.45712e-05 0.000318409 -0.000228644 0.000128499 -0.0013058 -0.00167032 -0.000413992 -0.000632653 -6.37494e-05 0.000398143
internal_weight=0 0.353169 0.0133706 0.339798 0.023845 0.315953 0.0292891 0.0265476 0.024192 0.286664 0.269769 0.0963708 0.173398 0.0771195 0.0711016 0.15773 0.152651 0.144518 0.139155 0.132115 0.105049 0.0831051 0.0681886 0.060991 0.0243638 0.0168956 0.0577448 0.0544275 0.0445207 0.0388905
internal_count=3121 3099 491 2608 485 2123 230 229 227 1893 1753 746 1007 598 583 618 602 585 572 439 363 334 308 293 123 140 492 458 213 142
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=1 0 13 42 12 1429 2 1186 133 13 13 47 4 3 160 51 1 151 12 1 52 124 150 51 133 13 2 43 133 9
split_gain=0.0039308 0.00856033 0.00613152 0.00522844 0.00522508 0.00521289 0.00491691 0.00508612 0.00427388 0.00559594 0.00458596 0.00479226 0.00752826 0.00676229 0.00662276 0.00720678 0.00654554 0.00795354 0.00611629 0.00660984 0.00428338 0.00426082 0.00425711 0.00409503 0.00427276 0.00466254 0.00385191 0.00383643 0.00375287 0.00362233
threshold=1.0000000180025095e-35 -0.084044999999999995 -0.50061499999999992 -0.088934999999999986 0.098810000000000023 0.086185000000000012 0.14753000000000002 0.081240000000000021 0.048520000000000008 -0.093219999999999983 -0.092094999999999982 0.092530000000000015 0.0061450000000000003 0.11924500000000002 0.088755000000000014 0.08955500000000001 0.078340000000000007 -0.086944999999999981 0.10345000000000001 0.14089500000000002 0.089325000000000015 0.14970500000000003 0.12187000000000002 -0.031924999999999995 0.099660000000000012 -0.53104499999999988 0.17025000000000004 0.10915000000000001 0.18829500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -4 7 8 10 -10 20 12 16 14 15 22 -12 -18 19 -13 27 -6 29 -5 25 -25 -26 -2 -11 -14
right_child=6 3 5 4 21 -7 -8 -9 9 28 11 18 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0034242650362701224 0.0023150739980001196 -0.0040461258439747488 -0.0040453138082148527 -0.0040462330337968921 -0.0030225106286433877 0.0035638883770391424 0.0030321785860673461 0.0035866108869957495 -0.0035776175297522147 0.0037082890619801337 0.0037826071366581734 -0.003479784344811452 -0.0011538928237574313 -0.0016656453596458349 0.0039655090528596245 -0.0031840856383595953 0.0021414191765786613 -0.0021530678248812491 0.0012809497729694853 0.00064443759296506039 -0.0023816427246841857 0.0040500954939248351 -0.0016058001985298181 -0.004047706661096398 -0.0040484793750714312 0.001623871944121706 0.0040485756912102345 -0.0015900227977798883 -0.0029091309835679673 0.002636803715068347
leaf_weight=0.0023174061934696502 0.026243693682772573 0.0050487989804537383 0.020278409616622639 0.0028042557458149977 0.011127554097697612 0.0015873593893900298 0.009743753391461496 0.0066437229194775673 0.0025197359774438146 0.012489855667126903 0.0041349482992245603 0.024766730165993067 0.0049139785254510562 0.01411992909561377 0.013241091768577462 0.0066237863811693378 0.0083276732364083728 0.046014962944411764 0.0093399224324457464 0.008546783406927716 0.0048523536806328585 0.0015920308651402601 0.0063832074865786117 0.0024944001343101254 0.0045428055367864309 0.047544750862499541 0.0012182762147858739 0.0048780619645185644 0.0015783838334471065 0.025570651166276548
leaf_count=3 130 174 763 70 171 29 113 33 27 149 10 151 14 23 14 11 30 469 18 9 39 1 13 3 109 288 1 34 103 119
internal_value=0 -0.000733413 -0.00283006 -6.95169e-05 0.000211974 -0.00349292 0.000218394 9.98034e-05 -3.36209e-06 0.00197189 -0.00016092 -0.000435552 -4.79147e-05 0.000838396 0.00146162 0.000699301 -0.00112179 -0.00149496 -0.00161091 -0.00242169 0.00115203 -0.00213728 0.001397 0.000721858 0.00096148 0.00134115 -0.00233622 0.00170298 0.00296585 0.00202576
internal_weight=0 0.100556 0.0241832 0.0763729 0.0713241 0.0218658 0.240933 0.231189 0.224546 0.016588 0.207958 0.171984 0.12933 0.0708526 0.0567327 0.0434916 0.0584776 0.0543426 0.0426534 0.0333135 0.0359741 0.0127196 0.0368678 0.0586045 0.0558002 0.0500392 0.00576108 0.0311218 0.0140682 0.0304846
internal_count=3121 1612 795 817 643 792 1509 1396 1363 279 1084 881 703 194 171 157 509 499 178 160 203 172 146 471 401 291 110 164 252 133
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=39 42 43 123 484 148 453 4 11 13 156 13 402 133 160 16 4 4 43 130 1 13 13 1 52 4 48 2 48 16
split_gain=0.00380389 0.00469584 0.0043606 0.00628706 0.00463898 0.007103 0.00451638 0.00469891 0.00596637 0.00618645 0.0046585 0.0048035 0.00600552 0.00475269 0.00619551 0.00575601 0.0051913 0.00553412 0.00504055 0.00674493 0.00610957 0.00683542 0.00658942 0.0113319 0.00559224 0.00610112 0.00730096 0.0049617 0.0043562 0.00406354
threshold=0.16946000000000003 -0.11466499999999999 0.24789500000000006 0.090910000000000019 -0.0068949999999999992 -1.0000000180025095e-35 0.10218000000000001 0.26450500000000005 0.080455000000000013 -0.53104499999999988 0.091255000000000017 -0.47860499999999995 0.088090000000000016 0.09389500000000002 -0.091944999999999985 -0.024819999999999998 -0.49013999999999996 -0.39518999999999993 -0.074359999999999996 -0.23647499999999996 0.077565000000000009 0.11596500000000001 -0.099939999999999987 0.11212500000000002 -0.085984999999999992 -0.0016099999999999997 0.092475000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 9 -6 11 -11 13 14 15 -13 -16 -18 19 -19 21 27 -22 24 -24 -26 29 -20 -21 -27
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 10 -12 12 -14 -15 16 -17 17 18 20 28 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0025432138076996909 0.0040475963949668167 0.0039061088717868586 -0.0026723726784874131 0.0033572920768043081 -0.0040485657971097806 -0.0028692610498527145 -0.003401862751688532 0.0014191836253758165 -0.0036526899748257945 0.0037556546357027671 -0.0022187336076713617 -0.0040457053214410623 -0.0039884072126623003 -0.0024645764362711269 -0.0019573567747875036 0.00085964646851668513 0.0035395738991714654 -0.004052277697082305 0.0040491780011786176 -0.0039896247869016539 0.0039030205641814894 0.0024755249446264485 -0.0024120017182981215 -0.0040512000719404844 0.0033315787363812025 -0.0035640329868257877 0.0031609960095909453 -0.0040506459060203519 0.0023616982383937628 0.00042366676102372842
leaf_weight=0.012424155629219058 0.0036466391629801356 0.0029595199687264531 0.0097286175538613406 0.0092663221007001084 0.0057832187158055595 0.017432428302370795 0.0058451833456274463 0.042755111888936881 0.0072493910749926718 0.0065174764094990669 0.012342990224567529 0.0089807663450187647 0.0053744520515692775 0.0093302929013532321 0.010897384716372471 0.0069291495682364248 0.012232664597831899 0.0030958433344494543 0.0013665467267856011 0.0018382019316049983 0.008982504340565356 0.0044085941917728624 0.0070591397062571551 0.0087871513151185354 0.017284166413276125 0.0074731131016960708 0.0090670368117571343 0.013002730878525881 0.04478475584789976 0.0094772213315081899
leaf_count=169 23 14 177 99 6 450 16 262 104 11 145 136 205 328 36 99 15 3 1 25 42 6 20 12 87 13 9 259 314 35
internal_value=0 -0.000105576 -7.95977e-06 7.82933e-05 -2.60278e-05 -0.00188594 0.000113995 0.000191539 -4.46119e-05 7.70369e-05 0.000191069 0.00034214 0.000225277 0.00034769 0.00049706 -0.00190931 0.000736706 0.000933926 0.000700634 0.0017275 0.000113182 -0.001929 0.000676041 0.000185975 0.000925296 0.00146935 0.000232215 -0.00328034 0.00211128 -0.00133444
internal_weight=0 0.322676 0.310252 0.300523 0.291257 0.0203919 0.270865 0.26502 0.222265 0.215015 0.209232 0.196889 0.190372 0.184997 0.175667 0.0159099 0.159757 0.14886 0.136627 0.0497188 0.0869082 0.0187779 0.0681303 0.0591478 0.0503607 0.0433015 0.0260174 0.0143693 0.046623 0.0169503
internal_count=3121 3098 2929 2752 2653 464 2189 2173 1911 1807 1801 1656 1645 1440 1112 235 877 841 826 342 484 266 218 176 164 144 57 260 339 48
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 3 47 15 1 3 48 484 4 4 150 52 3 147 474 42 42 43 13 43 4 124 160 13 1 1 376 13 42
split_gain=0.0155469 0.0212502 0.015397 0.0150227 0.0213713 0.0165709 0.0156677 0.0145605 0.0178251 0.0138101 0.0284028 0.0171315 0.0144062 0.0134861 0.0134046 0.0142098 0.0131548 0.0150067 0.0216665 0.0168948 0.0119347 0.0114438 0.0113232 0.0104551 0.0101147 0.0110025 0.0102443 0.00955097 0.00917003 0.0176462
threshold=0.077565000000000009 -0.084044999999999995 0.16158000000000003 0.092530000000000015 0.024640000000000006 0.10956 -0.10519499999999998 0.12879500000000002 -0.0068949999999999992 0.0061450000000000003 -0.0016099999999999997 0.087380000000000013 -0.11592499999999999 0.11296500000000002 0.10271500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091735000000000025 -0.52440999999999993 0.11596500000000001 -0.084004999999999982 -0.39518999999999993 0.0026500000000000004 -0.095794999999999977 -0.061684999999999997 0.14089500000000002 0.10781 0.091135000000000008 -0.084034999999999985 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 13 3 4 7 -6 -5 8 -2 10 11 12 -10 -1 15 -11 27 19 -19 20 28 -22 -4 -14 26 -26 -8 -3 -18 -30
right_child=2 16 22 6 5 -7 24 -9 9 14 -12 -13 23 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.001279550322264668 -0.00077670091660235854 -0.0013746421521888606 0.0010564232720316859 0.00059653860122455221 -0.0010590842679238349 0.00028082294847482495 -0.0012963101632091465 -0.00073041999981757416 -0.00087198747005096491 -0.00063211829758141197 -0.0012953924770572744 -0.00074090264387179279 -7.7419344521871506e-05 0.00026127240160951572 -0.00029655069959154016 0.0010029000758750599 0.0012659656941030324 0.0013823828238640657 -0.0013759399980172002 0.0011935439383255018 0.00021628361072575177 -0.00093979859475178497 -0.00086206949359447294 0.0010026239469897833 -0.0011505973518767191 2.3424040280345162e-05 0.00039637626473585773 0.00076082950339659619 0.001375849917262937 -0.0013757409093601125
leaf_weight=0.054478443979405711 0.024326766686954215 0.021461063615674902 0.04439629405942469 0.026139790463275858 0.044265793535259945 0.028658560531766852 0.0087625587520960835 0.024969729151962383 0.01119507919293028 0.010857157176360488 0.021996325661348237 0.021229841682725237 0.021524498524286173 0.01332475125673227 0.021115681280207355 0.12967635358677398 0.019765318952750022 0.0068401880562305442 0.02492483047785754 0.029046056733932346 0.032903051815083018 0.031672088700588574 0.0066693833796307436 0.078501328557194938 0.059828593153724796 0.020099408837268129 0.029177406854614674 0.0048371310404036185 0.0082155309792142361 0.0094404745746032859
leaf_count=808 69 362 144 23 360 39 53 12 112 8 58 48 29 7 11 242 16 1 242 13 23 119 3 113 107 11 43 4 5 36
internal_value=0 -0.000317351 8.30463e-05 1.96607e-05 0.000146052 -0.000532514 -0.000365037 0.000281479 0.000355701 0.00044285 0.00014928 0.000389199 0.000604913 -0.000976746 0.000723341 0.000876584 -8.09267e-05 6.45999e-05 -0.000781971 0.000269811 6.75428e-06 -0.000350739 0.00080586 0.00077021 -0.000578288 -0.000855367 5.43589e-06 -0.000981856 0.000623653 -9.53958e-05
internal_weight=0 0.256909 0.633391 0.582325 0.438317 0.0729244 0.144008 0.365393 0.340423 0.316096 0.154447 0.132451 0.111221 0.0678032 0.161649 0.140534 0.189106 0.162808 0.031765 0.131043 0.101996 0.0645751 0.0510657 0.100026 0.117868 0.079928 0.03794 0.0262982 0.0374213 0.017656
internal_count=3121 1636 1485 1338 1101 399 237 702 690 621 360 302 254 815 261 250 821 455 243 212 199 142 147 142 214 118 96 366 57 41
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=151 151 1213 475 474 4 160 40 401 43 457 457 42 484 148 15 1375 12 40 52 52 0 16 160 0 1 12 15 49 38
split_gain=0.00375974 0.00509985 0.00445236 0.00595992 0.00430694 0.00595207 0.00665273 0.00591267 0.00498587 0.0045398 0.00414727 0.00578317 0.00491524 0.00455453 0.00583833 0.00522683 0.0058649 0.00535679 0.00500647 0.00494604 0.00552388 0.00834888 0.00625723 0.00526905 0.00459624 0.00479611 0.0102697 0.00410089 0.00396231 0.00377891
threshold=-0.40381499999999992 -0.14960499999999996 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.50996500000000011 -0.091944999999999985 0.064905000000000018 0.082755000000000009 0.24789500000000006 -0.0029299999999999994 -0.14941999999999997 -1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.03241999999999999 -0.43996499999999994 0.12477500000000001 -1.0000000180025095e-35 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.22339500000000004 0.092070000000000013 -0.057069999999999989 0.10124500000000002 0.084290000000000018 0.094810000000000019 -0.090734999999999982 0.091770000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 8 -6 10 11 -8 -12 14 -14 16 -15 28 -16 20 21 22 23 24 25 26 -17 -11 -18 -30
right_child=1 2 4 -5 5 -7 9 -9 -10 27 12 -13 13 15 18 19 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027768065887824453 0.0025799882969431611 0.0036641293750160871 -0.0034092373932655571 -0.0036637628574032414 -0.0035861351757380364 0.0034936975895230255 0.0017302098579459403 0.0036652937222466445 0.0033260985567341236 -0.0036649240849805013 -0.00092903841722567532 -0.0024106457408460125 0.0035689068072731591 -0.0011390907968236083 0.0036647842094732911 0.0016188617749565988 -0.0012819617519770246 -0.0012812454789144527 -0.0031939699973238763 -0.0025888697339538254 0.0036248451992348953 -0.0022874417499444779 -0.0024336860986112416 -0.002015725111665151 0.0031199821858903676 0.0030156803938944732 -0.003664495648600905 0.0029074692482149822 0.0025166789901918374 -0.0010268619384986959
leaf_weight=0.0066496436352281299 0.0099956801991538669 0.0017939912504516551 0.0048697251064879757 0.0087501519830084362 0.014468231589489733 0.0066307783710897175 0.0062411221797447061 0.0020663987525040275 0.0015496602612756752 0.0070683990589941459 0.033332978914842215 0.016443965580435815 0.0027271885435311552 0.010746882005150837 0.0016338988534698737 0.014539886434704379 0.0044660338389803647 0.0071058827880960953 0.011301927989364913 0.0080928268341153853 0.0066016612504427022 0.015293424147785117 0.0073444356858090023 0.0061678301262872983 0.016850403220360029 0.008869285145806316 0.007470466605298042 0.0015532588261066849 0.0612808870159256 0.0043214380675635758
leaf_count=65 61 4 115 486 331 142 31 4 10 119 445 147 8 10 4 39 19 15 273 39 18 18 74 19 50 41 176 19 329 10
internal_value=0 6.53161e-06 -7.93326e-05 -0.00241699 5.94514e-06 6.44701e-05 -1.74589e-05 -0.00216524 -0.00291741 0.000132244 0.000222062 -0.00127141 0.000370561 0.000592924 -0.00130097 0.000758505 0.00139574 0.00174873 -0.00232765 0.000144378 0.00041044 0.000133179 0.000737656 0.0011698 0.00158145 0.000741897 -0.000174346 -0.00248086 0.00205601 0.00228325
internal_weight=0 0.309579 0.299583 0.0105441 0.289039 0.284169 0.277538 0.0180843 0.0160179 0.259454 0.250832 0.0226851 0.228147 0.194814 0.015663 0.179151 0.0879211 0.0771742 0.0129358 0.0912302 0.0831374 0.0765357 0.0612423 0.0538979 0.04773 0.0308796 0.0220104 0.00862166 0.0700684 0.0656023
internal_count=3121 3056 2995 490 2505 2390 2248 345 341 1903 1765 178 1587 1142 285 857 383 373 277 474 435 417 399 325 306 256 215 138 358 339
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=421 14 12 132 133 13 49 157 457 16 3 1 16 1 42 12 48 42 43 41 3 13 0 49 1 52 12 15 15 160
split_gain=0.00346567 0.00430819 0.00354879 0.00601823 0.00464969 0.00940732 0.00473702 0.00515189 0.00543891 0.00635075 0.00587956 0.00648479 0.00483233 0.00433245 0.0048956 0.00469059 0.00807207 0.00532888 0.00520397 0.00427757 0.00583074 0.00529715 0.00419518 0.00410026 0.00401849 0.00359875 0.0031644 0.00303262 0.00616459 0.00276863
threshold=-1.0000000180025095e-35 0.076175000000000007 0.084100000000000022 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 -0.10069499999999999 -0.076494999999999994 -0.0029299999999999994 -0.072359999999999994 0.10893000000000001 0.094465000000000007 -1.0000000180025095e-35 0.13021500000000003 0.091735000000000025 0.090455000000000021 0.10668000000000001 -0.11051499999999999 -0.23229999999999998 0.077300000000000021 -0.10831999999999999 -0.084154999999999994 -0.18901999999999997 -0.0060549999999999988 0.099195000000000019 0.091275000000000009 0.098150000000000015 -0.03241999999999999 -0.095869999999999983 -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 3 4 29 22 -7 -8 -9 27 11 12 -11 14 15 16 -4 -17 -19 20 -20 26 -6 -16 -24 -14 -22 28 -10 -2
right_child=1 -3 13 -5 5 6 7 8 9 10 -12 -13 25 -15 23 17 -18 18 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0032546967328144333 0.0017282917737326542 -0.0023672605718236921 -0.0027747575556311536 0.0023170122383954343 -0.0018076846771409333 -0.0028949398580969577 0.0020942855666242198 -0.0022346245704057922 -0.00021903032716235634 -0.0032577810468543329 -0.0026265373253224131 0.0019201887187695198 -0.0017980761623193607 0.0015531630157376744 0.00032763060036178712 -0.0031287727071641603 0.0026185573549945881 0.0024488285559466959 0.001880162972396593 -0.0032559040590339466 0.0013355602093851758 -0.0032532986493988099 0.0010198420760695586 -0.0029636281056191548 0.0032532141635099238 0.0016380989823034384 -0.0014041412827061758 -0.00067488289451682391 0.0026151164185702173 -0.0028493596764371607
leaf_weight=0.0033315091986878534 0.0016843435680584671 0.0084678728767357825 0.015137759640481363 0.013953226428782273 0.0034166439975251697 0.0066236286852472395 0.010586566421238786 0.013226202757778083 0.014451561401529034 0.0074241015286133907 0.013709157483845047 0.011137683389279118 0.0060486756626687566 0.010068805771652478 0.0054374018236558177 0.0048505935008904535 0.0036409840126339068 0.010804008689177635 0.01464187675770745 0.0040504475291527333 0.010588230597647904 0.0064123630107815214 0.020062319558007857 0.015179773655958684 0.014811539578317934 0.0069019720431242604 0.0077025594555379931 0.0099599841287272284 0.018518435537998812 0.0082025296242136392
leaf_count=20 26 99 852 90 11 22 37 31 51 24 38 31 38 53 29 62 30 43 92 5 29 359 176 464 235 10 16 19 39 90
internal_value=0 -8.07976e-05 -1.38569e-05 0.000265288 9.36205e-05 0.000229946 -0.000222583 -6.44912e-05 -0.000289926 1.85576e-06 -0.000848646 -7.51928e-05 -0.00116595 -0.000478739 -0.000686557 -0.000313291 -0.00172906 0.000136942 0.000429207 -7.36102e-05 0.000253997 -0.000709852 0.00163146 -0.00209562 0.00196839 3.32133e-05 0.000181826 0.000897757 0.00137284 -0.0020695
internal_weight=0 0.297701 0.289233 0.180719 0.166765 0.156878 0.118588 0.111964 0.101378 0.0881516 0.0452216 0.0315124 0.0203747 0.108515 0.098446 0.0778288 0.0187787 0.0590501 0.0541995 0.0433955 0.039345 0.0247032 0.0382905 0.0206172 0.0348739 0.0129506 0.0182908 0.04293 0.03297 0.00988687
internal_count=3121 3101 3002 968 878 762 340 318 281 250 141 103 72 2034 1981 1488 882 606 544 501 496 404 422 493 411 48 45 109 90 116
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=52 1 123 47 14 44 1 484 1374 0 0 4 3 157 48 0 484 133 16 16 42 39 4 12 12 0 1 1 129 42
split_gain=0.0167317 0.0182607 0.015442 0.0147499 0.0156864 0.0139336 0.0162791 0.014725 0.0142753 0.0201874 0.0137818 0.0138238 0.0125343 0.0121378 0.0156062 0.0150478 0.0125196 0.0115385 0.0113392 0.0123718 0.0125073 0.0106105 0.0104287 0.012186 0.0121226 0.0138757 0.00988604 0.0132528 0.0092119 0.00856867
threshold=-0.24456499999999998 0.13686500000000004 1.0000000180025095e-35 0.11893500000000001 0.076175000000000007 1.0000000180025095e-35 0.094465000000000007 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.060129999999999996 -0.51843499999999987 0.086245000000000016 -0.07686999999999998 0.12737000000000001 -0.18113999999999997 -0.070679999999999979 -1.0000000180025095e-35 -0.5315899999999999 0.033715000000000009 -0.11051499999999999 0.16946000000000003 0.40124500000000002 0.084100000000000022 0.08401500000000002 -0.13027499999999997 0.10089500000000001 0.096125000000000016 -0.08785999999999998 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 4 5 6 7 -2 -9 -10 12 -12 22 -8 15 -15 -17 -4 -18 20 -20 29 23 24 25 -11 27 -22 -25 -1
right_child=1 -3 17 -5 -6 -7 13 8 9 10 11 -13 -14 14 -16 16 18 -19 19 -21 26 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010151460239748635 -0.0012952485048797395 0.00080457638253995955 -0.0006869198129830494 -0.00097009790636742215 -0.001296374940519069 -0.0012078156658846683 0.0011580258559415416 -0.0012969605839820379 0.0007854843846830219 0.00024927461504037368 -0.00065910951954713064 0.0003009613590749515 0.00030450773479495121 0.00088961855065699841 -0.0010384758805308506 -0.0012200711474639149 -0.0006533291048331205 0.00069634861220880162 -0.00092466372507289695 -0.00075770121196011846 0.00095804381740536898 0.0012990246186141692 0.0012949136711441396 0.00090530937236840258 0.001062908476105726 -0.0012032809154043367 0.00081437883312997662 -0.0012951342694650634 -0.0012944418153804493 3.3812517421803185e-05
leaf_weight=0.051729907598200953 0.018186008998100078 0.04660238341944023 0.011770848866945016 0.030668579112898442 0.016528011847185553 0.01610476757196011 0.023232542562254821 0.01596872704976704 0.042767411490785889 0.019515206204232527 0.031606865566573106 0.12192164393627536 0.028914801114297006 0.050074786526238313 0.016419602965470403 0.011562803475499095 0.023125865899146447 0.070769778682233664 0.0095739840908208862 0.015240547641042212 0.0081109583979923627 0.0045010231697233385 0.0044341415632516137 0.0033962706602324024 0.0091680840487242676 0.025243255055556801 0.081209753733219259 0.0094694629742662073 0.051476418626521081 0.017422731353917698
leaf_count=332 339 158 27 56 75 31 36 38 19 17 27 113 14 54 10 32 19 188 7 40 17 2 5 16 7 135 137 32 1108 30
internal_value=0 1.83216e-05 -2.94843e-05 -9.3276e-05 -5.21114e-05 -1.98129e-05 1.10152e-05 -0.000159928 -0.000101671 -4.52741e-05 -0.000165437 0.000103312 -0.000455702 0.000267822 0.000175816 0.000271503 7.59677e-05 0.000499085 0.000178099 0.000333656 0.000487146 -0.000625595 -0.000649826 -0.000729084 -0.000292347 -0.00056995 0.000623968 -0.000255601 -0.00115829 -0.000750865
internal_weight=0 0.813064 0.766461 0.683921 0.653252 0.636724 0.620619 0.372599 0.354413 0.338444 0.295677 0.153529 0.142148 0.24802 0.224788 0.208368 0.158293 0.0825406 0.146731 0.123605 0.108364 0.0736537 0.113233 0.108799 0.0539265 0.0447585 0.0987902 0.0175804 0.0548727 0.0691526
internal_count=3121 2757 2599 2384 2328 2253 2222 1838 1499 1461 1442 140 1302 384 348 338 284 215 252 233 193 364 1288 1283 159 152 186 49 1124 362
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=1 52 146 47 484 50 48 44 15 474 1 3 0 49 49 457 0 0 43 13 42 3 49 2 2 0 13 12 16 12
split_gain=0.0140087 0.0131572 0.0118579 0.0132548 0.01151 0.0113214 0.012561 0.0144244 0.01484 0.0197713 0.0125093 0.0106278 0.0129111 0.0105998 0.0106519 0.0108453 0.0144062 0.0145612 0.0138735 0.0124863 0.0105922 0.0105692 0.00984399 0.0112668 0.00944074 0.00932885 0.00899783 0.00889326 0.007603 0.00753432
threshold=0.094385000000000011 -0.43320999999999993 0.12035500000000002 0.093140000000000014 -0.0068949999999999992 0.11610000000000001 0.12879500000000002 0.083555000000000018 -0.03241999999999999 -0.14697499999999997 0.11453000000000001 -0.12018999999999998 -0.23091999999999999 1.0000000180025095e-35 -0.10774499999999999 -0.0029299999999999994 -0.10607499999999999 -0.084044999999999995 -0.081154999999999991 -0.082904999999999993 0.075730000000000006 0.16158000000000003 0.0034800000000000005 0.11093500000000002 0.10097500000000002 -0.062294999999999996 -0.47860499999999995 -1.0000000180025095e-35 -0.54165499999999989 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 5 -1 6 7 8 9 -3 20 22 -13 14 -14 -16 -17 -18 19 -19 27 25 23 24 -6 28 -20 -10 -5 -21
right_child=1 2 -4 21 11 -7 -8 -9 10 -11 -12 12 13 -15 15 16 17 18 26 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013470188495230786 -0.0013468631492124829 -0.0013546108658919461 -0.0012898972920982262 0.00057773104884914267 7.5838054696423499e-05 -0.00082306652728244905 -0.00039512787608706921 -0.0010443666931363471 0.0013475790999411409 0.0010838242885577573 0.00096055911937464986 0.00070839853780888841 -0.0013486314807011409 -0.0011961582654699723 -0.0013475808274291587 0.00050981963480661787 -0.0012674060214146088 0.001329627801515135 0.00013247972048892868 0.00026769477059002659 -0.0011476482071737409 0.0010102569909552952 0.0010813144037200221 0.00090882508378367665 -0.0010790327164387726 0.00030336251598171731 -0.0011654043002984967 -0.00025676115252345458 -0.0007141580267695769 -0.0013478328440582608
leaf_weight=0.016062913727751038 0.010488254106803652 0.0063581322319805613 0.0096570463647367433 0.0094668017991352826 0.039134958939030184 0.012860451095093595 0.026511574506002944 0.0093138414013083093 0.0089571205398897291 0.11453277282157615 0.02392481275182945 0.019763315158343175 0.01641616841288851 0.02829397085133678 0.014040794785842081 0.047168787308692117 0.02564720480700089 0.016723323649785016 0.015581091571220895 0.020449888098255542 0.015437886393556255 0.012882226881629322 0.018487488682694675 0.01827552926260978 0.019072395380135276 0.034029937822197098 0.025534573340678435 0.020780956886483182 0.064339483856201696 0.0070264534255102254
leaf_count=397 119 1 4 11 92 42 24 12 21 392 39 20 50 381 79 47 378 8 10 96 51 25 24 10 11 32 500 50 120 75
internal_value=0 0.000139662 0.000181908 0.000221455 -0.000234312 0.000405282 0.000475237 0.000591013 0.000671183 0.000955577 0.000173639 -0.000180414 -0.000333057 -0.000427959 -0.000312706 -0.000213933 -0.000113274 -0.000378143 -0.000110816 0.000412665 -0.000243107 -0.000141996 0.000199938 -1.31083e-05 -0.00030257 -0.000279645 -0.000673561 0.000226467 -0.000548453 -0.00014544
internal_weight=0 0.379541 0.369053 0.359396 0.347679 0.238678 0.225817 0.199306 0.189992 0.120891 0.0691008 0.331616 0.236646 0.216882 0.188588 0.172172 0.158131 0.110963 0.0853153 0.0441997 0.045176 0.120718 0.0949704 0.0764829 0.0582074 0.107836 0.0411157 0.0297381 0.0738063 0.0274763
internal_count=3121 943 824 820 2178 632 590 566 554 393 161 1781 1644 1624 1243 1193 1114 1067 689 179 122 188 137 113 103 163 510 71 131 171
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=123 1456 52 1 14 3 0 457 14 9 42 13 13 2 2 43 43 2 4 14 131 3 2 3 133 43 1 48 51 16
split_gain=0.0145626 0.013247 0.0137945 0.0215698 0.0165093 0.012449 0.0197679 0.0123504 0.0139405 0.0122893 0.0116854 0.0115636 0.0170129 0.0207393 0.0125978 0.0113929 0.0113208 0.0117045 0.0109053 0.0103238 0.00991049 0.0106609 0.00981209 0.0131652 0.00979563 0.0097825 0.00972346 0.00933436 0.00929112 0.00915195
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.40306999999999998 0.13686500000000004 0.076175000000000007 -0.12018999999999998 -0.10607499999999999 -0.0029299999999999994 -0.10708499999999999 -0.036024999999999995 -0.088934999999999986 -0.084034999999999985 -0.084319999999999992 0.097845000000000015 0.10402500000000002 0.084740000000000024 -0.092909999999999979 0.10731 0.36766000000000004 0.018475000000000002 0.10340500000000001 -0.52915999999999996 0.113445 0.11296500000000002 -0.080849999999999991 -0.51144999999999985 0.077845000000000011 -1.0000000180025095e-35 0.14431500000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 7 29 -9 -8 -2 12 13 -11 -15 16 17 26 19 25 21 -1 23 -10 -12 -13 -4 -26 -5 -7
right_child=10 -3 3 28 -6 6 9 8 22 11 24 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0013768516519455716 -0.0007035181563703934 -0.0013737016492665036 -0.0013288203959549883 0.0013081295744064006 -0.0013756642513241713 -0.00129978267492421 0.0013782266375931634 -0.00088477649296839049 0.00028669769000746461 -0.0011827385214985115 -0.00074888378740779911 -0.0001321958677035078 0.0011680271180769368 0.0011628582003421792 -0.00042260588271578002 -0.00031548605562173776 0.00092354625121622894 0.00092452423216264005 0.0013746194741140979 0.0013755991343431316 0.0003935525401858407 -0.0013740479798801414 -0.00030188150663398595 0.0013459362215417659 -0.0004655860874063263 -0.0012769718621080616 0.00017649358164177758 0.0010787536525305721 -0.00017357438152209206 7.3534821215591871e-05
leaf_weight=0.0028896001167595378 0.013129669752743212 0.015264646283412731 0.01367117428480924 0.030881947607440452 0.01841297416785892 0.019591058159676322 0.0063665688091987241 0.020278324554965366 0.13615934823519638 0.038085083213900361 0.0078158552423701622 0.017319502007012488 0.014291389788013475 0.016291954186726798 0.022477909087228909 0.043464920494443504 0.059248835344988038 0.018409877724479884 0.0038716243107046458 0.0033948004711419335 0.010036954631686967 0.032733268424408379 0.039788857453459059 0.026403852898511104 0.0084808738702122355 0.074962192968882846 0.019802252700173995 0.056648495285344325 0.010753743172244867 0.017154072698758682
leaf_count=1 23 269 23 100 74 26 14 27 128 386 19 18 16 16 33 30 72 17 11 2 15 283 58 24 25 1151 24 198 14 24
internal_value=0 -0.000108191 -8.12391e-05 -3.15595e-05 -9.48612e-05 -5.62653e-05 -0.000170309 7.87217e-05 0.000200427 -0.000498088 0.000488773 -0.000560731 -0.000207425 -0.000463194 0.000243641 0.00028044 0.000513513 4.52711e-05 -0.000884218 -0.000975624 -0.000811402 -0.0011509 0.000309179 0.000458741 0.000703377 -0.00106212 -0.000438305 0.000877656 0.000925432 -0.000658664
internal_weight=0 0.732007 0.716742 0.671082 0.629447 0.611034 0.456437 0.259376 0.22263 0.197061 0.0860749 0.190694 0.0911463 0.0768549 0.0387699 0.154597 0.111132 0.0518833 0.0995481 0.0956765 0.0456598 0.0356229 0.202352 0.162563 0.0729452 0.0922817 0.0334734 0.0651294 0.0416357 0.0367451
internal_count=3121 2856 2587 2288 2174 2100 1934 287 237 1647 265 1633 451 435 49 166 136 64 1182 1171 299 284 210 152 242 1169 47 223 114 50
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=156 1 0 13 42 12 1429 1429 2 1186 51 40 12 376 1373 0 48 15 15 0 10 47 160 49 4 15 124 158 133 2
split_gain=0.00357418 0.00367293 0.00812389 0.00540487 0.00448298 0.00440073 0.00427282 0.00424143 0.00463492 0.00410758 0.00402461 0.00560241 0.00429388 0.00421761 0.00395962 0.00408945 0.00750543 0.00718153 0.00650596 0.00587199 0.00440935 0.0036956 0.0035508 0.00364457 0.00392149 0.00371771 0.00351622 0.00343331 0.00358256 0.00385404
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.084044999999999995 -0.50061499999999992 -0.088934999999999986 0.098810000000000023 0.086185000000000012 0.084545000000000009 0.14753000000000002 0.081240000000000021 -0.076794999999999988 0.064905000000000018 0.10345000000000001 1.0000000180025095e-35 0.09586500000000002 -0.10607499999999999 0.12879500000000002 -0.03241999999999999 -0.092489999999999989 -0.074824999999999989 0.083760000000000015 0.092530000000000015 0.086870000000000017 -0.078034999999999979 0.24564500000000003 -0.14712999999999996 0.14970500000000003 0.090905000000000014 0.099660000000000012 0.17025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 27 -5 8 9 10 11 12 -3 14 15 16 18 19 22 21 -19 -17 23 -12 -25 -26 -7 28 -6 -30
right_child=1 7 4 6 5 26 -8 -9 -10 -11 13 -13 -14 -15 -16 17 -18 20 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0042074815106518462 0.0034472100118550786 -0.0029833645279492148 -0.0042091837218469841 -0.0042084207283982098 0.0014137384614008456 -0.0030862442771524114 0.0038606123916937905 0.0028608960503373046 0.0031368694397809252 0.0039292094583477195 0.0032801703415719428 0.0035571466127198663 0.0012082459856784477 0.0037179014403720882 -0.004210206283378321 0.00026727374147345121 -0.0024481334249734305 -0.0031103589903119532 0.0026935787319397999 0.0020156660126227914 0.0041216748019295068 -0.0042097707824887125 -0.0020654536758419116 -0.002529111348577535 0.0026674020526244856 -0.00055411170020011776 0.0042126284422946995 -0.0042102225886261006 -0.0042114345259235773 0.0042122992073855715
leaf_weight=0.0036289786476118016 0.0020827158296015105 0.021361315305171047 0.0042094024485663786 0.017991486289901104 0.044089408946916819 0.0093829060572261369 0.0012416516555049375 0.010804035949831814 0.0088209236423324455 0.0046378139103921958 0.0082111518449892174 0.0034556325408630064 0.0054237197944075879 0.0057824918014830464 0.0037532457818087997 0.0077392247228544875 0.01169941730586288 0.0206478801895571 0.030452027201476994 0.019052097878159202 0.0016083281552710096 0.0056422684293693237 0.0096289619485787625 0.0074869602833587115 0.01178107646006765 0.013728180405450987 0.0013343029422685513 0.0023265105267853406 0.0040916398621959607 0.0012564805801957846
leaf_count=163 3 183 164 750 295 156 9 76 110 25 15 4 18 102 15 48 23 373 148 110 5 56 16 29 47 18 1 41 117 1
internal_value=0 -7.16815e-06 -0.000729503 -0.00299039 -6.87354e-06 0.000276239 -0.0036875 0.000293092 0.000155009 1.80814e-05 -7.86842e-05 -0.0014842 -0.0021346 0.000191673 5.70215e-05 0.000165474 0.000702367 -0.000747394 0.0011558 0.000515469 -0.00258774 -0.00162046 0.000234643 0.000772108 0.000147974 0.000933697 -0.00217753 0.000784266 0.0010193 -0.00223237
internal_weight=0 0.299723 0.0880065 0.0213159 0.0666907 0.0624812 0.0192331 0.211717 0.200913 0.192092 0.187454 0.0302407 0.026785 0.157213 0.151431 0.147678 0.0929878 0.0546898 0.0812884 0.0324336 0.0222562 0.0133815 0.0508363 0.0412074 0.0329962 0.0255093 0.0107172 0.051764 0.0494375 0.00534812
internal_count=3121 2958 1537 762 775 611 759 1421 1345 1235 1210 205 201 1005 903 888 296 592 273 214 378 104 125 109 94 65 157 454 413 118
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=123 42 3 39 52 131 3 133 1365 1456 453 1348 2 52 0 4 3 160 40 148 3 43 12 12 15 12 48 42 0 0
split_gain=0.0144902 0.0128517 0.0109501 0.0104392 0.0125896 0.0103665 0.0111437 0.0103559 0.0103378 0.0102115 0.00824611 0.010054 0.00847433 0.0136021 0.0125956 0.0119293 0.0114136 0.0106631 0.0109633 0.0103709 0.0137303 0.0100424 0.00906964 0.011772 0.00906728 0.00983048 0.00946859 0.00848842 0.00833122 0.0197295
threshold=1.0000000180025095e-35 -0.088934999999999986 0.20828500000000003 0.16946000000000003 -0.24164999999999998 0.10340500000000001 -0.52915999999999996 -0.089569999999999983 0.085235000000000019 1.0000000180025095e-35 0.10218000000000001 0.090205000000000021 0.10882500000000002 0.091820000000000013 -0.23091999999999999 -0.39518999999999993 0.11924500000000002 0.11205000000000002 -1.0000000180025095e-35 -0.083779999999999979 -0.16186999999999999 0.13895500000000002 0.090455000000000021 0.095330000000000012 0.035560000000000008 0.092465000000000006 -0.40315499999999993 0.089015000000000025 -0.10607499999999999 -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=2 -2 3 4 5 6 -1 -3 9 10 11 12 13 14 -6 -14 21 18 -16 -20 -21 24 -15 27 25 -17 -26 -24 -22 -30
right_child=1 7 -4 -5 8 -7 -8 -9 -10 -11 -12 -13 15 22 17 16 -18 -19 19 20 28 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0012723404854103398 -0.00072487049697237034 -0.00087418899071537684 0.00063137293005978629 0.001271033035782619 0.00083613152936313747 0.00041051694842069358 -0.0012039473737190027 0.00088851488719781204 -0.0012697850626629539 -0.0012689303391035069 -0.0012700498792457536 0.0012695865117789821 0.0012731503917475528 -0.0011489933686111176 -0.0012686276655886992 0.0010990800027546915 -0.00051803442555052191 -0.0012706788021358162 -0.0012720323834207324 0.0010477162531820918 0.00024361112541041764 -0.0011016555387704104 0.0010819040527104262 -0.00076998088763076292 0.0012731597676243539 -0.00027752315907400582 -0.0011179268774629638 -0.0012688681871064601 -0.0010044068788900716 6.6451180041587275e-05
leaf_weight=0.0031563173979520789 0.011745248179067858 0.0059234607870166647 0.031308464030871619 0.008343535946778502 0.025003840733006655 0.010047059112821444 0.039605212749279417 0.056506007851567119 0.011890936672898533 0.011262438229039162 0.0087372840698662912 0.0094366599514614791 0.015769460587762296 0.031455330725407293 0.01140930431643028 0.037887293296080315 0.033534278354636626 0.01204035594173547 0.0099056573644702439 0.020436473308564018 0.098832756714273273 0.0065886277686786334 0.012606712467913894 0.026027408136656049 0.0037932931445539006 0.010701732341203751 0.0089492495812919515 0.0030732779378013211 0.038813361832239934 0.096451606051459748
leaf_count=1 23 14 118 21 26 20 340 228 36 238 10 19 5 214 44 73 27 63 31 38 117 25 39 130 1 47 64 93 484 532
internal_value=0 0.000492276 -0.000100037 -0.00013784 -0.000157517 -0.000748783 -0.00102117 0.000721265 -0.000100184 -7.40765e-05 -4.82698e-05 -2.74493e-05 -5.17691e-05 -0.000142459 -2.73387e-05 0.0002469 8.73864e-05 -0.000102333 -5.13367e-05 1.18357e-06 5.07331e-05 0.000386301 -0.000634789 -0.000246981 0.000546147 0.000795883 -0.000406131 0.000621153 -3.63025e-05 -0.000240824
internal_weight=0 0.0741747 0.637068 0.605759 0.597416 0.0528086 0.0427615 0.0624295 0.544607 0.532716 0.521454 0.512717 0.50328 0.386056 0.312893 0.117224 0.101454 0.28789 0.275849 0.26444 0.254534 0.0679202 0.0731627 0.0417074 0.0613316 0.048589 0.0127425 0.01568 0.234098 0.135265
internal_count=3121 265 2856 2738 2717 361 341 242 2356 2320 2082 2072 2053 1811 1335 242 237 1309 1246 1202 1171 210 476 262 185 120 65 132 1133 1016
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=31 39 52 1 159 14 47 44 0 0 157 48 1 457 2 52 0 158 52 2 3 151 12 43 160 51 47 13 4 42
split_gain=0.00347402 0.00339933 0.00424294 0.00402167 0.00549383 0.00463177 0.00448884 0.00529689 0.00486391 0.0105226 0.00598295 0.00773512 0.00843633 0.0060641 0.00518793 0.00488908 0.00477778 0.00478034 0.00410521 0.00418316 0.00408222 0.00493391 0.00478632 0.00391366 0.00374642 0.00421026 0.00427152 0.00368515 0.00358715 0.00329089
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.13686500000000004 -1.0000000180025095e-35 0.076175000000000007 0.11893500000000001 1.0000000180025095e-35 -0.10607499999999999 -0.076234999999999983 -0.080544999999999992 0.12879500000000002 0.077565000000000009 -0.0029299999999999994 0.10045500000000002 0.11434500000000002 0.15398500000000004 0.094245000000000009 0.083680000000000018 0.084055000000000005 -0.116045 -0.087864999999999985 0.098330000000000015 0.15359500000000004 -1.0000000180025095e-35 0.087505000000000013 0.09585500000000001 0.038215000000000006 -0.39518999999999993 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 8 10 18 -4 12 23 14 -14 16 17 20 -10 -20 -11 -22 28 -12 -15 26 -26 -17 -23 -2
right_child=1 -3 3 4 -6 -7 -8 -9 9 15 11 -13 13 24 -16 27 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0036657034580031898 -0.0025721201290350754 0.0036654580479457679 0.0031304671874488022 -0.0035181274996069381 0.0028203674358344235 -0.0029907458300538117 -0.0021854223488825715 -0.0033546816979271119 -0.00309352528190687 0.0029101462708577487 -0.0036641862691712897 -0.003668688140571961 -0.0036649137861707592 -0.00054338026103150933 0.00088884461694470308 -0.0030860583598613703 -0.00064161380051980135 -0.0024403446630821375 0.0015240963997159543 -0.0035725651339071538 -0.0035938740432548979 -0.0004606119945853946 -0.0029137900106169395 0.0016362072478613107 0.0036085809845058815 0.00048042980777015224 0.0010045693787137139 0.00067189858646643443 0.0029057990607727173 0.00058891067363092426
leaf_weight=0.0033384588666649498 0.015725989792343853 0.0031947708349662199 0.012479579763066795 0.002156200908757456 0.012282085431365886 0.0072889043597115224 0.012288175530898116 0.0058512199393589972 0.020949506031357146 0.019896381690159615 0.0078764312696080196 0.0057920025719795367 0.0059484270386747085 0.0093623267696330004 0.0076994511314296687 0.0090261819609054328 0.024825127254871404 0.0041697983835717869 0.0063667267517928394 0.0032693255671176757 0.0031379497404486747 0.0059716083947023392 0.0031497304837273523 0.0024497353360857241 0.023440546182996513 0.017360572572442834 0.013212322857725667 0.0057172712450892513 0.014690975147942712 0.0061435731044809918
leaf_count=86 331 21 24 8 114 82 65 32 780 60 74 6 18 37 25 106 42 63 141 471 8 36 81 19 93 38 23 41 166 30
internal_value=0 -9.16806e-05 -0.000133282 -6.0921e-06 0.00187378 -0.000113705 -2.80873e-05 8.58628e-05 0.000174629 -0.000326129 0.000749106 0.00043004 0.000701819 0.00111857 -0.00109591 0.00030101 0.000676158 0.0013174 -0.00218352 -0.000205102 0.00165187 0.000722938 0.0012918 -0.00240674 0.00159545 0.00196618 0.00266991 -0.00162878 0.00193289 -0.00168413
internal_weight=0 0.291723 0.288528 0.266659 0.0144383 0.25222 0.244931 0.232643 0.226792 0.121171 0.105621 0.0931418 0.0873498 0.0770236 0.0136479 0.090585 0.0758416 0.0510164 0.0305856 0.00963605 0.0468466 0.0269503 0.0238123 0.0103262 0.0633758 0.0540134 0.0366529 0.0147435 0.0206626 0.0218696
internal_count=3121 3035 3014 2653 122 2531 2449 2384 2352 1995 357 333 327 234 43 603 456 414 1392 612 351 291 283 93 191 154 116 147 202 361
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=1 47 4 1446 12 50 150 16 1374 42 484 0 3 47 16 123 474 43 3 16 4 151 1 1374 42 48 48 157 2 2
split_gain=0.0179737 0.0178213 0.0207447 0.0172417 0.0170994 0.0153797 0.0145353 0.0142895 0.013639 0.0155612 0.0143318 0.0169807 0.0141868 0.013553 0.01467 0.0130933 0.0130612 0.0126033 0.0149007 0.0151432 0.0145386 0.0266069 0.0179611 0.0176539 0.0153525 0.0121319 0.0137747 0.0110812 0.0110774 0.00953942
threshold=0.094385000000000011 0.086785000000000015 -0.17966999999999997 0.090050000000000005 -0.040564999999999997 0.07826000000000001 -1.0000000180025095e-35 -0.5335399999999999 -0.094929999999999987 -1.0000000180025095e-35 -0.0068949999999999992 -0.23091999999999999 -0.52915999999999996 0.11312500000000002 -0.061854999999999993 0.091310000000000016 0.086870000000000017 -0.20207499999999998 -0.23446499999999998 0.22339500000000004 -0.029144999999999997 -0.081674999999999984 0.083135000000000014 -0.08070999999999999 0.085505000000000012 0.12879500000000002 0.09111000000000001 -1.0000000180025095e-35 0.11548000000000001 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -3 -8 -1 15 -11 -12 -13 -9 -15 16 -10 -14 -19 20 24 22 -22 -23 27 26 28 -20 29 -6
right_child=1 6 3 -5 25 -7 7 13 9 10 11 12 17 14 -16 -17 -18 18 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012470094684960673 -0.00093561561474569846 -0.0010827972757603173 0.0011832377033248506 -0.0010939670414906971 0.00028693219554649875 -0.0012441664286656064 0.0010742571798109295 -0.00059541459768862738 -0.001200865159572153 -0.0012453840230330392 0.0011301331014886469 0.0010780166222374196 0.0005438934360041637 0.00066425254694039634 -0.00033562644302287913 0.00076807029357595785 0.0010820596745418831 -0.0012506921582942007 -0.00027134150835837062 -0.00092595924227258477 -0.00082638847498830049 0.0011607992698058622 0.0010324184200503365 -0.0009793870024269694 -0.00079922019845135226 -0.00044111442018866077 0.001247120776061981 0.00072919250989207131 0.00085536999613346426 -0.00052984156344625458
leaf_weight=0.017709100502543151 0.019840423452933464 0.02430773910600692 0.040903098308262997 0.011803531537225354 0.11447184362714324 0.021976885410367686 0.015724558837973746 0.066514947604446206 0.042907187260425417 0.014641043257938691 0.019755317138333339 0.016199683039303636 0.039240621001226828 0.043535671942663612 0.047376909631566377 0.0075589921470964319 0.0042594788169481026 0.01972422563994769 0.022356999506882858 0.032197182202708063 0.011324486433295533 0.0065600648376857853 0.027690031040037866 0.065064233730026899 0.016657737392506533 0.028968357968551572 0.026959845023156959 0.07299233282537898 0.042120269466067839 0.027401348474086262
leaf_count=35 103 22 232 15 187 445 16 90 578 227 16 10 34 44 61 8 19 8 20 125 48 2 28 211 299 19 36 65 99 19
internal_value=0 0.00011003 0.00029482 0.000378244 0.000440124 -0.000229185 -0.000182388 -5.59855e-05 -0.000178123 -0.00013296 -4.01108e-05 1.03418e-05 -5.66925e-05 -0.000168879 0.00014319 -0.000751218 -0.000994701 -0.00011527 -0.000209476 -0.000128888 -1.36225e-05 -0.000333327 0.000492875 -0.000783367 0.000302176 0.000313434 0.000417049 0.000494593 0.000295422 0.000129181
internal_weight=0 0.509929 0.312469 0.292628 0.280825 0.458816 0.19746 0.173152 0.436839 0.41913 0.364404 0.349763 0.330008 0.157428 0.0909126 0.0547257 0.0471667 0.313808 0.274567 0.254843 0.222646 0.110639 0.0390145 0.0716243 0.112007 0.239922 0.210953 0.0953493 0.183993 0.141873
internal_count=3121 943 710 607 592 2178 233 211 1733 1698 1093 866 850 195 105 605 597 840 806 798 673 289 76 213 384 360 341 85 305 206
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=1213 475 1429 151 49 133 457 457 38 4 151 133 160 133 1456 139 157 47 11 130 42 4 15 52 1374 133 15 151 15 0
split_gain=0.0033146 0.00432705 0.00341801 0.00344329 0.0043916 0.00419536 0.00385781 0.00586214 0.00424683 0.004873 0.00461511 0.00431934 0.00436935 0.0044055 0.00421536 0.00471901 0.00415499 0.00396379 0.00363659 0.00345912 0.00443213 0.00532863 0.00626889 0.00467069 0.00520499 0.00363195 0.00309723 0.00569348 0.00486957 0.00328624
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.40381499999999992 0.10969000000000002 -0.25159999999999993 -0.0029299999999999994 -0.22896499999999997 0.084835000000000008 0.26450500000000005 0.095500000000000015 0.10622000000000002 -0.090969999999999981 -0.030254999999999994 1.0000000180025095e-35 -0.060214999999999998 0.08796000000000001 0.10783500000000001 0.080455000000000013 -0.23647499999999996 0.09832500000000001 -0.49405499999999997 0.095175000000000023 -0.40306999999999998 -0.094929999999999987 -0.10066499999999999 -0.090344999999999995 -0.083274999999999988 -0.013104999999999999 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 -7 9 10 11 12 13 -8 15 -11 18 -17 19 -14 21 -21 23 -23 -25 -26 -27 28 -28 -29
right_child=2 -3 3 4 -6 6 8 -9 -10 14 -12 -13 16 -15 -16 17 -18 -19 -20 20 -22 22 -24 24 25 26 27 29 -30 -31
leaf_value=0.0031270427949682722 -0.0021184645234695845 -0.0026646500705685204 -0.0022736003257820894 -0.0025755839643316612 0.0015400723049767248 0.0013936634584392911 0.0023274512054953173 -0.0022458332017162705 -0.0017269399139569544 -0.0027004022565048948 -0.0031071611371008222 -0.0026298317366165438 -0.0030074790403016617 -0.0025016798778780417 -0.0025887632586401497 0.0027013949234319405 -0.0026249491988493212 -0.0003911056536361098 -0.0019718170302432917 -0.0015571380445156509 0.0027203269904398017 -0.0031278427082328392 -0.0019293347163290373 -0.00088043754936966009 -0.0030082504553642928 0.0021571623713296253 -0.0026513055235309006 0.002638184752254487 0.0019481159039819317 0.00089392560401036262
leaf_weight=0.0014789955457672485 0.0071013103700181537 0.0085293311766605484 0.0059478746152308295 0.0059539959359824471 0.019988676337561628 0.0060767960085286168 0.0022903241853100562 0.014994241836404854 0.010581629894431899 0.0021377645280153948 0.0042743923680745857 0.0051799211525178626 0.0025634618054937155 0.0095115815729798214 0.0023455089467461212 0.021763145927110372 0.0042887704920815386 0.0049756660555431145 0.0056190163954852315 0.01117350873050782 0.0094858869919107747 0.0027570438610382544 0.0082647307981460472 0.012829675835746457 0.0019296734706699672 0.029901876186045229 0.0070501750530524987 0.014199535206671492 0.0033028836233484071 0.041108408336896225
leaf_count=4 154 487 65 153 172 35 18 193 43 3 37 302 7 200 10 256 72 13 41 47 40 51 71 29 52 150 46 41 24 305
internal_value=0 -0.00180877 2.22567e-05 7.84568e-05 0.000131338 1.61979e-05 8.08714e-05 -0.00119622 0.000204574 0.000303333 0.000101153 0.000181136 0.000268705 -0.00156452 0.00144129 0.00176863 0.000408763 0.00212593 0.000495395 0.000591291 0.000656256 0.000508506 0.000698713 0.000890791 0.00099122 0.00123752 0.00132326 0.000943499 -0.00118398 0.00134174
internal_weight=0 0.0100083 0.277597 0.270496 0.264548 0.24456 0.238606 0.021071 0.217535 0.206953 0.175731 0.171456 0.166277 0.0118019 0.0312221 0.0288766 0.154475 0.0267388 0.150186 0.144567 0.142003 0.132518 0.121344 0.113079 0.110322 0.0974926 0.0955629 0.065661 0.0103531 0.0553079
internal_count=3121 491 2630 2476 2411 2239 2086 228 1858 1815 1533 1496 1194 218 282 272 976 269 904 863 856 816 769 698 647 618 566 416 70 346
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=123 2 42 1456 13 151 1348 15 151 157 456 1213 475 52 1 0 11 151 12 39 132 52 52 42 49 13 159 1 133 43
split_gain=0.00322195 0.00438268 0.00429221 0.00397848 0.00350758 0.00341674 0.00383808 0.0037743 0.00347655 0.0040951 0.00349271 0.00367377 0.00448594 0.00360594 0.00368754 0.0045673 0.00377905 0.00358708 0.00368017 0.00428642 0.00342317 0.00695555 0.00751534 0.00506172 0.00513512 0.00434695 0.00428626 0.00508515 0.00331041 0.00328304
threshold=1.0000000180025095e-35 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -0.092879999999999976 -0.40381499999999992 0.090205000000000021 -0.47006499999999996 -0.15599999999999997 0.087580000000000005 0.087015000000000023 -1.0000000180025095e-35 -0.086004999999999984 0.41423000000000004 0.11230000000000001 -0.23091999999999999 0.08776500000000001 0.050660000000000004 0.11650500000000001 0.15438500000000002 0.079970000000000013 -0.088204999999999992 -0.081429999999999989 -1.0000000180025095e-35 -0.050619999999999991 -0.077944999999999987 0.089030000000000012 0.099195000000000019 0.092845000000000011 -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=3 2 -2 5 -4 -1 7 -7 -9 10 11 12 -10 14 15 -13 20 18 19 -16 21 28 -23 -24 -25 -22 27 29 -17 -26
right_child=1 -3 4 -5 -6 6 -8 8 9 -11 -12 13 -14 -15 17 16 -18 -19 -20 -21 25 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0027995728911342824 -0.0032526926733473806 0.0019246595228286712 -0.0032491526136834603 -0.0032528457651438778 0.0030640045659669633 0.0032531612791928594 0.0029435139320831013 0.0022616553880059364 0.0032532585318061124 -0.0029015403198106833 -0.0021744408202012178 0.001465201501673209 -0.0032531885887655833 -0.0024999453609756985 0.0023475403368058874 -0.0030955658777263185 -0.0028980242196566604 -0.0012688069543270216 -0.00068436913960151816 -0.0012517269198635249 -0.0019817510206507254 0.0024440576713780776 -0.0032531319680243584 -0.0016911923403214347 0.003151788830501523 0.0022038121343842957 -0.0026685520285595122 0.0027276262921735253 0.0018716110313748162 -0.00015222941896902875
leaf_weight=0.0048694193220626394 0.00418191473954721 0.018394095226653917 0.0012929038590527853 0.0043154583457010167 0.0033234076303472193 0.0034879887996908101 0.0044521791710394601 0.0061274336303540613 0.0013382961042225361 0.005871095485076693 0.0086511696931665938 0.016646302392700818 0.0068943202704900841 0.0058288746086958545 0.025264413441391298 0.012672335873190832 0.0058437226393834854 0.0066533951544442962 0.0076460005639091824 0.0040621824991831082 0.0034045348205324908 0.010844848040278521 0.0062161440797865444 0.019150029558090864 0.0034095254213752915 0.011451514863864531 0.0049943061720796314 0.008952602053341252 0.0015980179297230288 0.047407118789408287
leaf_count=58 15 154 5 269 91 64 30 35 4 133 96 35 467 134 145 233 53 23 23 5 57 31 314 72 7 111 44 17 22 374
internal_value=0 0.00102168 -0.000866128 -0.000157534 0.00129586 -0.000102731 -4.77547e-05 -0.000104567 -0.000155283 -0.000221162 -0.000149281 -6.5963e-05 -0.0021955 2.08077e-05 9.56898e-05 -0.000142695 -0.00033958 0.00092949 0.00132508 0.00184899 -0.000224663 -0.000414065 -0.000113709 -0.000421472 -0.000211709 0.00124461 0.000225762 0.00046761 -0.00253933 6.94526e-05
internal_weight=0 0.0271923 0.00879823 0.248053 0.00461631 0.243738 0.238868 0.234416 0.230928 0.224801 0.21893 0.210278 0.00823262 0.202046 0.196217 0.152591 0.135945 0.043626 0.0369726 0.0293266 0.130101 0.115245 0.100975 0.0901297 0.0839136 0.014856 0.0647636 0.0597692 0.0142704 0.0508166
internal_count=3121 265 111 2856 96 2587 2529 2499 2435 2400 2267 2171 471 1700 1566 1370 1335 196 173 150 1282 1114 859 828 514 168 442 398 255 381
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=12 132 13 38 3 16 48 1365 15 160 1374 150 484 52 0 0 3 41 16 40 48 1 3 1 1 48 475 156 49 1
split_gain=0.0184918 0.0183349 0.0158205 0.0147478 0.0139652 0.0174325 0.0136708 0.0136659 0.0142244 0.0128002 0.0117848 0.0155539 0.0141465 0.0153376 0.0108478 0.0195136 0.0175568 0.0135023 0.0139018 0.00912943 0.0106511 0.0088593 0.00836076 0.0168202 0.00834442 0.0123792 0.00756984 0.0103459 0.00977583 0.0092367
threshold=0.079890000000000017 0.080640000000000017 -0.08971999999999998 0.084835000000000008 0.10732000000000001 -0.16927999999999996 -0.032929999999999994 0.084635000000000016 0.024640000000000006 -0.26568499999999995 -0.094929999999999987 0.091355000000000006 -0.0068949999999999992 -0.40306999999999998 -0.062294999999999996 -0.053834999999999994 -0.10831999999999999 0.07831500000000001 0.38525000000000004 -0.085644999999999985 -0.086869999999999989 0.11146500000000002 -0.016324999999999996 1.0000000180025095e-35 0.090475000000000014 0.11270000000000001 -0.068264999999999978 0.08549000000000001 -0.086009999999999989 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 19 7 5 6 -2 8 9 -4 -11 12 -12 -14 -7 -16 17 18 -17 -1 -21 -10 -3 -24 25 -8 -15 28 -28 -30
right_child=4 22 3 -5 -6 14 24 -9 21 10 11 -13 13 26 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00082691547383349263 0.001267304403633454 0.0013315341536598603 -0.0010925000197697058 -0.0013191958206955235 0.00041020132431866352 -0.00088883079391301623 -0.0013471739138001084 -0.001286461153857308 -0.0013076064550277293 -0.00045263062534916702 -0.0008962247979911335 0.0010817688395266091 -0.0013477271789147393 0.0011836256558169966 0.00075022498836394111 0.0008610447374894631 -0.0012815510091652551 -0.0013492071535695517 -0.0010801551778268136 -0.0010590485821260339 0.00092299922972888064 0.00013688318001387224 -0.0013482780214139395 0.0013478487243502274 0.00010697743557579203 0.00082703323795962284 -0.00085783016688836344 -0.00066025110128327673 -3.1701758509397158e-05 0.0006893306005735432
leaf_weight=0.0072031556046567849 0.014846086716715945 0.031248966153725632 0.014828754965492408 0.016189712816412793 0.048706046359257016 0.10787227818627798 0.018560929081104405 0.014544096091412939 0.021522760393054341 0.04470602395304013 0.020862015004240675 0.038814731330603536 0.010150357811653521 0.01789176495412903 0.025255387052311562 0.026124978474399541 0.037634137803706835 0.010920352047833148 0.0089805561760840646 0.0053314023243729016 0.062370091032789787 0.011969253078859765 0.0074993492744397363 0.0095043496316975506 0.075227725016702607 0.0063728025525051626 0.010823798558703857 0.019496745409014693 0.046587164220909472 0.10411511205347779
leaf_count=5 11 45 23 32 30 1790 104 15 49 19 52 52 23 25 39 26 119 7 70 4 158 19 6 48 76 5 12 31 41 185
internal_value=0 0.000128357 4.68122e-05 -6.13617e-05 -0.000262799 -0.000361592 6.19777e-05 -7.24716e-06 4.41808e-05 0.000129428 0.000187236 0.000293679 0.000160639 0.000266101 -0.000586299 -0.000286665 -0.000599683 -4.21379e-05 0.000364455 0.000613646 0.000766916 -0.00079138 0.000918256 0.000158743 -0.000116678 -0.000791469 0.000348452 0.000265906 0.000377697 0.000466435
internal_weight=0 0.51566 0.467407 0.392502 0.380501 0.331795 0.115008 0.376313 0.361768 0.328276 0.313448 0.268742 0.229927 0.209065 0.216788 0.108915 0.08366 0.0460259 0.0351055 0.0749046 0.0677015 0.033492 0.0482527 0.0170037 0.100161 0.0249337 0.198915 0.181023 0.161526 0.150702
internal_count=3121 844 745 578 2277 2247 196 546 531 463 440 421 369 317 2051 261 222 103 96 167 162 68 99 54 185 109 294 269 238 226
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=1 12 38 151 50 42 42 0 13 159 43 52 151 4 3 3 52 13 3 1 4 52 123 484 47 4 43 50 48 2
split_gain=0.019908 0.0192889 0.0193415 0.0174055 0.0169581 0.0169182 0.0158057 0.0234713 0.0205898 0.0192275 0.0172753 0.017004 0.0159859 0.0156366 0.0338353 0.0156123 0.0149287 0.0163694 0.0147123 0.0130808 0.0186607 0.0128373 0.0126616 0.013093 0.0126115 0.0223786 0.0161939 0.0152789 0.0133875 0.0109305
threshold=0.098700000000000024 -0.064509999999999984 0.10657000000000001 -0.50825999999999982 0.07826000000000001 -1.0000000180025095e-35 0.091735000000000025 0.22582000000000002 0.41383500000000001 0.091530000000000014 -0.20207499999999998 0.11434500000000002 -0.08236499999999998 -0.076779999999999987 0.090900000000000009 -0.10831999999999999 0.077655000000000016 -0.49353499999999995 0.16158000000000003 0.077845000000000011 0.053180000000000012 -0.078224999999999975 0.091310000000000016 0.087235000000000021 0.090280000000000013 -0.17966999999999997 -0.074359999999999996 0.10965000000000001 0.12879500000000002 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=4 2 -2 -3 5 22 7 9 12 10 -7 13 -8 15 19 -12 -17 -18 24 -15 21 -21 23 -1 25 -5 -26 28 29 -27
right_child=1 3 -4 18 -6 6 8 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.0010868950802764123 0.0010798474621691015 -0.0011969557957907855 -0.00035947818630614628 -0.0011977916591013409 -0.0010196876147418447 0.00097264724549880703 0.00055014484034482316 0.0012005537878444382 0.0012044536631851104 -0.00097855086324656897 0.00095548580834146435 -0.0010587453301832725 -0.0011800584807353882 -0.0010698979548827258 0.00049014820111408105 -0.00082877548599220646 -0.0012003879799551687 0.00073636354238816799 0.00082208151235316023 0.00013451691378592979 0.00076512971666584735 -0.00096515109477591046 0.00067203608354013378 0.0010000604462262219 0.00016822164713547956 0.00034353547600083999 -0.00069308181465425444 -0.00082599609734674813 -0.00039324832083395246 0.0010889660544090324
leaf_weight=0.052582034181341442 0.052054668691425832 0.015839943785977084 0.017929275294591207 0.015673325902753277 0.033936791602400262 0.025471588131040335 0.0091730727917820332 0.022596506954869255 0.0076577090658247462 0.029581241105006484 0.042463473688258091 0.02221374292503242 0.045277668328935761 0.043689037236617878 0.070813368642120622 0.020216041662934003 0.0074974161107093087 0.036978513433496119 0.034829621460630733 0.023698162874097761 0.019383236605790444 0.042105232073936349 0.0081929668194788974 0.0046758446724197702 0.057917601490771631 0.12577953511299711 0.067545654156674573 0.016316074870701414 0.02740077910857508 0.03618062182522408
leaf_count=597 240 16 18 79 483 13 18 7 1 105 30 99 333 246 36 79 2 112 83 31 17 68 8 14 51 128 82 28 15 82
internal_value=0 0.000132524 0.000711105 3.06551e-05 -0.000200459 -0.000148421 -6.89553e-05 1.68009e-05 -0.000630517 -5.28369e-05 2.44027e-05 -4.89985e-05 -0.000888579 2.41012e-05 -0.000173536 0.000392407 2.28044e-05 0.000409881 8.16066e-05 -0.00053821 -0.000265528 -0.000569121 -0.000717623 -0.000916468 7.24259e-06 0.000178827 -0.000295478 0.000283731 0.000379349 0.000510059
internal_weight=0 0.467467 0.0699839 0.397483 0.568204 0.534267 0.468816 0.406708 0.0621085 0.384111 0.35453 0.329058 0.0544507 0.306844 0.199689 0.107155 0.064692 0.0444759 0.381643 0.128876 0.0851866 0.0658034 0.0654508 0.0572579 0.346814 0.22135 0.125463 0.205677 0.189361 0.16196
internal_count=3121 822 258 564 2299 1816 1197 845 352 838 733 720 351 621 398 223 193 114 548 362 116 99 619 611 465 332 133 253 225 210
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=1 50 42 12 38 47 50 4 15 457 147 484 455 159 133 1374 2 48 160 42 42 133 13 4 3 39 52 133 12 12
split_gain=0.0169618 0.0162264 0.0169875 0.0148642 0.0138011 0.0129274 0.0156024 0.0145036 0.012505 0.0121629 0.0156356 0.0112494 0.0112169 0.0110055 0.0133032 0.0107874 0.0105616 0.0106003 0.011576 0.0105499 0.00983126 0.0151044 0.0116411 0.0119148 0.0189591 0.0113051 0.0133085 0.0102536 0.0125703 0.0101697
threshold=0.098700000000000024 0.07826000000000001 -1.0000000180025095e-35 -0.064509999999999984 0.10657000000000001 0.086785000000000015 0.11720500000000002 -0.17966999999999997 0.095175000000000023 -0.0029299999999999994 0.08598500000000002 0.087235000000000021 -1.0000000180025095e-35 0.091530000000000014 -1.0000000180025095e-35 -0.44486499999999995 0.13247500000000004 0.12879500000000002 0.032695000000000009 -0.085499999999999979 0.086730000000000015 0.088525000000000006 -0.53104499999999988 -0.083854999999999985 0.090900000000000009 0.085330000000000003 -0.080979999999999983 -1.0000000180025095e-35 0.083310000000000009 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 11 4 -2 6 7 -5 9 10 -4 -1 -10 15 -15 -11 17 18 -9 -7 22 27 -17 -24 25 26 -25 -22 -29 -30
right_child=3 -3 8 5 -6 19 -8 16 12 13 -12 -13 -14 14 -16 20 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00097964705587542055 0.0011710357318807884 -0.0011903793740155077 -0.0013475783773443399 -0.0010796151754936534 -0.00027321432037462378 0.00058247774117352574 -0.0013471174859533172 0.00027570629410420764 0.0013503227968906077 -0.0013487393585134841 0.0012155569125033832 0.0011566165809187086 -0.0013479307188577262 0.00072818594430386601 -0.0013286707476277634 -0.00098194071413532698 0.0013472068732845322 -0.00054273183292760554 0.0012424748561542132 -0.00046563750532692335 -0.0010248512250185839 -0.0013487443611329866 0.00085373352667405362 0.00063120594287217132 0.00090014810338835184 0.0013487874144919329 -0.00063326702875107701 0.0013073730949965834 -0.0013470967788302981 0.00043176707307153103
leaf_weight=0.054571295683217613 0.045254914895849652 0.028127413706442894 0.02161268351187573 0.011886749699442589 0.016304742064676248 0.021087541510496521 0.01020754492492415 0.10964065409189061 0.0032332642003893844 0.0081607502434053458 0.0053858601786487261 0.004863512584279305 0.020404549554427831 0.0081137958823092049 0.019119381655627876 0.01113311258086469 0.021223278052275418 0.021491623425390571 0.028209924501425121 0.099415356512508879 0.011177993457522462 0.016399121829635988 0.076627956721949886 0.020009819493225223 0.04507958768226672 0.0080687766749178991 0.061187487280676578 0.017367332404319313 0.0088120969803640037 0.017158273617496889
leaf_count=605 240 483 100 80 18 13 24 172 1 7 12 14 217 10 94 7 80 12 28 155 151 169 66 45 25 8 193 20 43 29
internal_value=0 -0.000199382 -0.000135813 0.000182352 0.00078851 6.68837e-05 0.000274464 0.000360472 -3.09113e-05 3.21343e-05 -0.000836266 -0.000804838 -0.000978854 0.000103524 -0.000715855 0.000177613 0.000455274 0.000336474 0.000473547 -0.000282221 0.000220123 -0.000216186 0.000359428 0.000430213 0.000188645 -0.000170665 -0.000321657 0.000124504 0.000420955 -0.000171825
internal_weight=0 0.466614 0.438487 0.384722 0.0615597 0.323163 0.20266 0.192452 0.379052 0.355414 0.0269985 0.0594348 0.0236378 0.328415 0.0272332 0.301182 0.180565 0.159342 0.137851 0.120503 0.293022 0.0709148 0.222107 0.210974 0.134346 0.0892661 0.0811973 0.0545157 0.0433377 0.0259704
internal_count=3121 2299 1816 822 258 564 396 372 1197 979 112 619 218 867 104 763 292 212 200 168 756 412 344 337 271 246 238 243 92 72
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=39 42 376 2 4 43 160 1456 14 43 1373 133 3 0 48 2 401 1 3 123 2 456 52 51 133 47 457 34 42 47
split_gain=0.0033003 0.00380407 0.00434283 0.00427586 0.0039056 0.00544878 0.00399658 0.00412201 0.00370197 0.00380102 0.00376438 0.00359531 0.00398683 0.00581877 0.00413288 0.00725376 0.00458679 0.0044631 0.00542181 0.00422133 0.00394922 0.00419791 0.00392927 0.00648708 0.00466131 0.00419398 0.00399185 0.00416309 0.00471139 0.00668431
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.085220000000000004 0.39192500000000002 0.099250000000000019 0.11269500000000002 0.14121000000000003 -0.17169499999999996 0.12879500000000002 0.10222000000000002 0.021890000000000003 0.10439500000000002 -0.10519499999999998 1.0000000180025095e-35 0.10097500000000002 0.084065000000000015 -0.088204999999999992 -0.095144999999999993 -0.090969999999999981 0.11596500000000001 0.5717850000000001 -0.038779999999999995 -1.0000000180025095e-35 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=1 -1 3 4 5 -3 -6 8 9 10 11 12 14 -14 15 16 19 18 -17 20 21 22 23 -8 -25 26 27 -24 29 -29
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0039671022995081198 0.0039675716205011162 0.0014007423920609663 0.0030210065249729611 0.0039460463500131451 -0.0031191517977552019 -0.0036706561814196072 0.0012767379313625834 -0.0039651981703282433 -0.0039655495151494436 -0.0039004294807958558 -0.0039671473900852721 -0.0032994011651729192 -0.0026118843930620331 0.0027283256519902554 -0.0020998471060416461 0.0023032779606109808 -0.0039654307956333828 0.0027315101636911942 -0.001573624533946962 0.0035601818755873452 -0.0039751345092822214 -0.0039665355531554453 -0.0021928152551014893 0.0038951247913218043 -0.0038199479936840207 -0.0039695479625723598 -0.0039674088849291182 -0.0033690634409225652 0.0013415081446184951 0.0039747302630752266
leaf_weight=0.003931358066665779 0.0031783937992031488 0.0048150665388675415 0.0070977312362572311 0.0040022964296610999 0.0065412564684379495 0.010792388499680783 0.0088294414216250061 0.0040087548381109164 0.0034879324382472978 0.0035872427349659111 0.0033383536547262329 0.0043419427579891581 0.0038173001790937624 0.02004737121569633 0.011960855007600912 0.011134212426441081 0.0048062236411965378 0.026186910897081361 0.011550037970550875 0.0049732133904001321 0.0041319002666568841 0.0041274160213333735 0.0069933752546944552 0.0013641551902878754 0.012585918502225013 0.003266177964974303 0.0029140189508325412 0.0077243637783510621 0.073789977018122954 0.0026046999264508486
leaf_count=18 23 7 58 53 226 143 62 225 39 100 20 317 13 106 33 24 204 157 183 84 7 83 30 8 146 13 6 308 424 1
internal_value=0 -9.50555e-05 -3.96652e-05 -0.000120808 -0.000182528 -0.00210608 -6.15278e-05 2.12662e-05 8.85357e-05 0.000148945 0.000211969 0.000273388 0.000343012 0.00187413 0.000159344 0.00030386 -0.000160619 0.00161649 0.000329293 -2.34391e-05 -0.000162315 -3.5469e-05 9.96594e-05 -0.00138243 -0.0030655 0.000446667 0.000600073 0.000746153 0.000990489 -0.00151716
internal_weight=0 0.278752 0.274821 0.267723 0.263721 0.0156075 0.248113 0.241572 0.237563 0.234075 0.230488 0.22715 0.222808 0.0238647 0.198943 0.186982 0.138111 0.0488712 0.0226843 0.133305 0.128331 0.1242 0.120072 0.0227795 0.0139501 0.0972926 0.0940264 0.0911124 0.084119 0.0103291
internal_count=3121 3098 3080 3022 2969 150 2819 2593 2368 2329 2229 2209 1892 119 1773 1740 1376 364 207 1172 1088 1081 998 216 154 782 769 763 733 309
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=52 1 484 1374 0 0 4 16 1446 47 12 0 4 43 2 4 3 12 12 48 48 2 50 131 3 15 0 0 4 13
split_gain=0.0144196 0.0153796 0.0159802 0.0157626 0.0216981 0.0174804 0.015213 0.0151816 0.0150623 0.0141368 0.0193418 0.0158373 0.0144788 0.0140328 0.0166177 0.0124844 0.0143863 0.0139924 0.0231482 0.0115018 0.0118455 0.0102212 0.0109783 0.0095921 0.0118429 0.00830003 0.00780384 0.0082792 0.00753897 0.00815982
threshold=-0.40306999999999998 0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.060129999999999996 -0.49405499999999997 0.25084500000000004 0.091555000000000011 0.086785000000000015 -0.040564999999999997 -0.062294999999999996 -0.17966999999999997 -0.083684999999999996 0.10097500000000002 0.40124500000000002 0.086245000000000016 0.084100000000000022 0.08401500000000002 0.12879500000000002 0.09111000000000001 0.11474000000000002 0.091320000000000012 0.10340500000000001 -0.52915999999999996 -0.10091499999999999 -0.13027499999999997 -0.14723999999999998 0.24564500000000003 -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=23 2 -2 -4 -5 15 7 -7 9 10 -3 25 -12 -8 -15 16 17 18 26 20 21 -14 -23 24 -1 28 27 -6 -11 -30
right_child=1 8 3 4 5 6 13 -9 -10 11 12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013506220038681973 -0.0013476552840010403 0.0012899289405655309 -0.0013510269231169756 0.00090784528664667494 -0.0009445307873874679 -0.0013484110931347045 0.00092145879511335265 0.00014776896932998658 -0.0012861781482673459 -0.00073506550895744425 -0.001079962926854377 0.00085632848419808067 0.00013842354426128986 0.00047222352177075314 -0.00081500039911978667 0.0013481853333857771 0.00023667759078064028 -0.0012432329242933083 0.0011901275272612546 -0.00047253993055608961 0.0013493916719116423 0.0012887704620403308 -0.00060688934287264813 0.00040507470117776917 -0.0012536301803029721 -0.00093025351031499645 -0.0012030661823387125 0.00053355304397378314 0.00067079990359464824 -0.00029391844349661931
leaf_weight=0.0034525874070823184 0.02058669510722666 0.038216786784914802 0.01834342689744517 0.036874662109767087 0.013898694418458035 0.022049027411867428 0.049720726736268261 0.027745753284762031 0.012436717775017314 0.025528667766593571 0.013837625992891844 0.024996204501803732 0.11938634010039095 0.05041379806061741 0.028405047952674067 0.0064693316235207013 0.032975592323055025 0.059104875108687338 0.014053508435608819 0.027286989497952163 0.023817081941160723 0.030558166675291432 0.0067583268391899756 0.010509194619771733 0.037758957721507613 0.030309285270050168 0.030559830469883309 0.013565513010689756 0.028283345396630466 0.036226810849257163
leaf_count=1 365 245 38 29 29 35 40 21 29 29 15 33 192 24 42 5 18 1166 7 19 36 93 8 15 308 61 153 15 22 28
internal_value=0 -1.05841e-05 -0.000190913 -0.000131995 -7.40396e-05 -0.000177795 0.000116864 -0.000514737 0.000172821 0.000217601 0.000405616 -0.000118552 0.00025314 0.000361539 8.32867e-06 -0.000485764 -0.000558038 -0.000757807 -0.000359749 0.00034191 0.00046502 0.000330605 0.000945451 -0.000742751 -0.00103545 -0.000321034 -0.000735132 -0.000214455 -0.000115956 0.000129045
internal_weight=0 0.842409 0.424766 0.40418 0.385836 0.348962 0.178334 0.0497948 0.417642 0.405206 0.259861 0.145344 0.221645 0.12854 0.0788188 0.170627 0.164158 0.131182 0.0720775 0.207807 0.18052 0.156703 0.0373165 0.0517207 0.0412115 0.120348 0.058024 0.0274642 0.0900388 0.0645102
internal_count=3121 2797 1987 1622 1584 1555 162 56 810 781 608 173 363 106 66 1393 1388 1370 204 348 329 293 101 324 309 140 197 44 79 50
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=31 2 484 123 1447 8 41 133 401 148 48 457 16 457 0 0 133 0 15 3 151 16 132 457 15 13 2 150 0 474
split_gain=0.00327571 0.00341664 0.00392806 0.00381326 0.00413845 0.00371315 0.00361569 0.00366107 0.00349854 0.00346777 0.00359177 0.00550784 0.00576954 0.00348267 0.00476298 0.00708272 0.0038101 0.00404133 0.00479906 0.00429547 0.00329741 0.00405218 0.00325774 0.00327985 0.00406601 0.00646191 0.00484123 0.00414798 0.00469716 0.00476423
threshold=-1.0000000180025095e-35 0.098035000000000011 -0.079734999999999986 0.087755000000000014 -1.0000000180025095e-35 0.088180000000000022 0.079885000000000025 0.088385000000000005 0.083100000000000021 -0.084064999999999987 -0.032929999999999994 -0.0029299999999999994 -0.40995499999999996 0.5717850000000001 -0.10607499999999999 -0.08824499999999999 0.061605000000000007 -0.059114999999999994 -0.089964999999999976 0.076840000000000006 -0.5145249999999999 -0.54165499999999989 0.081465000000000024 -0.14786499999999997 -0.074054999999999996 -0.091904999999999987 0.10497000000000002 0.081835000000000019 -0.18113999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 8 9 -4 -11 -12 -13 14 -14 -16 17 18 -17 -19 -6 -22 23 -23 27 26 -26 28 -25 -30
right_child=1 3 5 -5 20 -7 -8 -9 -10 10 11 12 13 -15 15 16 -18 19 -20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00429459225875103 -0.0042934303571098833 -0.0042929810610561102 -0.0042967040198485249 0.0033624569967587838 -0.0039489255857818525 0.0039545675057531008 -0.0033516030647524927 -0.0033103449767614384 -0.0042734704527854573 0.002669065964913145 -0.0039293081371020167 -0.0036062736744098449 0.001613771897520982 -0.0042940508215834955 -0.004293036451291493 0.0024594694782997689 0.0034005628894306209 0.0014782938713207862 -0.0042918150463621286 -0.0020512570694949583 0.0042627499253028462 0.0042655379354092204 0.0027030463103310618 -0.0025180317594256604 0.0038246264888877461 -0.0019211603924483118 -0.0006614603612552011 0.0036847412257001405 -0.0042997403097313697 0.0023585200825718567
leaf_weight=0.0031521443737574364 0.0049368796945543627 0.0035897731828526949 0.0034597748650639906 0.0076982488669159457 0.0031297837322199476 0.0035161161499672735 0.0077929644588721194 0.007269401725750412 0.0037359568264889722 0.0090001803980612749 0.0066733989100384852 0.0072540743565241419 0.040689967959451671 0.0028786802213289766 0.0071837950002304673 0.0026108881845630094 0.0062440253198019482 0.024057853866452233 0.0075314380455040325 0.0086255826508931932 0.0050708621221247077 0.0033114053019289704 0.0096169524838956022 0.0079576901443942916 0.0076980902308605428 0.034481708143317746 0.010432849730250382 0.0084348734408195014 0.0022830141847407495 0.014853828557079396
leaf_count=86 268 49 29 104 16 41 66 405 179 35 80 45 94 7 181 14 64 59 483 39 40 11 91 29 10 312 44 51 6 183
internal_value=0 -0.000105117 -0.000527825 0.000442029 0.000239232 -0.000402657 -0.00050831 -0.000346829 -0.000181044 -5.99034e-05 5.95132e-05 -0.000146962 8.87686e-05 0.000357287 0.000495406 -0.000313543 0.000269053 -0.000187524 -0.00255387 0.0005468 0.000390901 0.000521327 0.000329824 7.46839e-05 -8.64177e-05 -0.000830665 0.00124326 0.00108142 0.000206378 0.00147149
internal_weight=0 0.27202 0.153461 0.118559 0.110861 0.148524 0.145008 0.137215 0.129946 0.12621 0.12275 0.11375 0.107076 0.0998222 0.0969436 0.0562536 0.0490698 0.0428258 0.0101423 0.0326834 0.107271 0.104141 0.0990704 0.0894535 0.0861421 0.0526126 0.0181309 0.0335294 0.0250945 0.0171368
internal_count=3121 3035 2089 946 842 1821 1780 1714 1309 1130 1101 1066 986 941 934 840 659 595 497 98 793 777 737 646 635 366 54 269 218 189
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=39 52 1 1374 484 0 15 146 47 159 151 50 48 2 4 148 42 51 48 16 52 16 52 12 2 13 51 15 42 160
split_gain=0.00307682 0.00348099 0.00341358 0.00441815 0.00478534 0.00610473 0.00456315 0.0038499 0.00479497 0.00448849 0.00377116 0.00372393 0.00370413 0.00489461 0.0037553 0.00401709 0.00378791 0.00532426 0.00293443 0.00292083 0.00438922 0.00402834 0.0087064 0.00492153 0.0033666 0.00613189 0.00281489 0.0035219 0.00268272 0.00405418
threshold=0.16946000000000003 -0.24456499999999998 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -0.23001499999999997 -0.098289999999999975 0.12035500000000002 0.086785000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11644500000000001 0.12879500000000002 0.11474000000000002 -0.14723499999999998 -0.080634999999999984 -0.11466499999999999 -0.076794999999999988 0.11454000000000002 0.0057500000000000008 0.098380000000000009 -0.29154999999999992 0.0031350000000000002 0.084100000000000022 0.097220000000000015 -0.017449999999999997 -0.095144999999999993 -0.09095499999999998 0.10077000000000001 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=1 28 3 -3 -5 -6 -7 8 11 -10 -11 12 13 14 -4 -16 -17 -18 -12 20 21 -8 26 -24 25 -21 -23 -28 29 -1
right_child=-2 2 7 4 5 6 19 -9 9 10 18 -13 -14 -15 15 16 17 -19 -20 24 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029536325006566349 0.0032547075122354423 -0.0032559637360672139 -0.002048295096130158 -0.0032537333530368697 0.0021188356435896901 -0.0028552865596228553 0.0016959727583198217 -0.0031140263011906386 -0.0032530782687671829 -0.0019085576004462248 -0.00010236911207348268 -0.0020203015336538047 -0.00081404033089716062 0.003253302117374133 -0.0014537802983267518 -0.0014998037529866076 -0.0013482126476655862 0.002478695410200783 0.0021043378091116782 -0.0023708032427290598 -0.0032570515863021058 0.0017085070152005335 0.0023031193386010263 -0.0032528375084629499 0.0014075435429942054 0.0010753380564819805 0.00098851662472836197 -0.0028876681676323879 0.00054323253093376326 0.001704451028497382
leaf_weight=0.011568094637880222 0.0029639208868843516 0.0053002856908506138 0.0039091827838433338 0.0052537217206491951 0.011950788695685333 0.0070904124135324756 0.008429975197600463 0.0031681303735240354 0.0049455716813326936 0.0082398009144526441 0.020732740894572999 0.0039910257161182008 0.0083721958553724107 0.013087584448044254 0.0050120133419113691 0.0036581137146640677 0.0044177287424531633 0.029662361685836913 0.0092023386980599753 0.0095961370566897131 0.0061539131270365024 0.0019778729354698035 0.01030854383964197 0.0020160326567122419 0.020903946305111276 0.012672727924012861 0.0028771677257850561 0.017923022187261502 0.0053918722972525748 0.0023833404165998226
leaf_count=282 23 38 28 364 29 162 39 4 54 28 59 41 13 192 19 8 19 264 41 50 300 16 42 342 70 52 32 430 30 50
internal_value=0 -7.76215e-05 2.89791e-05 -0.000351723 -0.000220329 -7.79112e-05 -0.000340572 0.000422722 0.000519961 -0.000337938 3.97199e-05 0.00103297 0.00121185 0.00149574 0.00100275 0.00128175 0.00164506 0.00198262 0.000575994 -0.000148557 -0.000686203 -0.000322779 -0.000807587 0.00139429 0.000470206 -0.000409679 -0.00199896 -0.0023515 -0.00140496 -0.00215789
internal_weight=0 0.260197 0.240853 0.122455 0.117154 0.111901 0.0999498 0.118399 0.115231 0.0431205 0.0381749 0.0721102 0.0681192 0.059747 0.0466594 0.0427502 0.0377382 0.0340801 0.0299351 0.0928593 0.0496865 0.0435326 0.0351026 0.0123246 0.0431728 0.0222689 0.0227781 0.0208002 0.0193433 0.0139514
internal_count=3121 3098 2736 1966 1928 1564 1535 770 766 182 128 584 543 530 338 310 291 283 100 1373 1201 901 862 384 172 102 478 462 362 332
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=31 421 14 3 14 13 1374 1429 151 49 133 4 15 15 128 15 158 41 50 15 151 15 1 133 39 13 4 0 0 0
split_gain=0.00295931 0.0028703 0.00340327 0.00328647 0.00482703 0.00322626 0.00290175 0.00295954 0.00297773 0.00418785 0.00344669 0.00320236 0.00400001 0.00489523 0.00433085 0.00381311 0.00352851 0.00336508 0.00335286 0.00379697 0.00298335 0.00337784 0.00683387 0.0029671 0.00359669 0.00332556 0.00341041 0.00398202 0.00610961 0.00372004
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.24175999999999997 -0.53104499999999988 0.093235000000000012 -1.0000000180025095e-35 -0.40381499999999992 0.10247500000000002 -0.25159999999999993 0.26790000000000008 -0.11713499999999999 -0.10653 1.0000000180025095e-35 -0.098289999999999975 0.090905000000000014 0.079300000000000009 0.082190000000000013 -0.09551999999999998 0.056735000000000001 0.095175000000000023 0.11634000000000001 0.10622000000000002 0.14059500000000003 -0.10664 0.15285000000000001 -0.11437499999999999 -0.084044999999999995 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 -9 10 -10 12 -12 -14 15 -15 17 18 20 -20 21 23 -23 25 -25 -17 27 -27 -29 -30
right_child=1 2 -4 4 -6 6 -8 8 9 -11 11 -13 13 14 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0038131994870945025 0.0038126596716170644 -0.0037954738347949881 -0.0027894631631967528 -0.0021505277611801711 0.0038116875807828942 -0.002579418874342633 -0.0032580077928207299 -0.0029477568532306625 -0.0031666808014419829 0.0018318316197559719 -0.0028832965501545717 0.001245003370599183 0.0031431407336938652 -0.0034053096412943852 -0.0038120135710275151 0.0027949541710759916 -0.003021673654140568 -0.0037083691654083207 0.0033951850067723802 -0.0037990971622208032 -0.001112452344941787 -0.0038127861751761191 0.0030030611994511123 -0.003812710933321833 0.0038138248791607021 0.002111069563020256 -0.0023135710716590493 -0.0038109832535691657 0.0015693675244484537 -0.00083454794446405042
leaf_weight=0.0028527206760458048 0.0027064270288974504 0.0034698372201091834 0.0068079489392403039 0.002754814901663849 0.0069341398294113787 0.0064397609877744335 0.0041291307730944018 0.0047300346888050617 0.0050436511797755648 0.018674440893192923 0.0075643302183152619 0.026779097934138463 0.0066878994949206563 0.0048114827231131576 0.0046424700056917336 0.013094435262019033 0.005233851651752274 0.0031712722884549285 0.0013304343580102795 0.0053415077000806823 0.016186672230446675 0.0063342628767770748 0.0032224128644884331 0.0037896080555697145 0.0011765762756112963 0.026325617647103158 0.0050355924893210604 0.0048102937634695161 0.026697849993155415 0.014381253919509618
leaf_count=86 20 8 98 23 93 151 37 59 157 222 92 206 18 42 137 17 137 30 6 332 60 204 14 152 2 59 21 272 343 23
internal_value=0 -8.99728e-05 -0.000132978 -5.72423e-05 0.00211648 -0.00014917 -9.3097e-05 -3.4099e-05 4.21163e-05 0.000109353 -5.84768e-05 2.55279e-05 -0.000178782 -4.44327e-05 -0.000190863 -7.15876e-05 4.62406e-05 0.000168909 0.000265176 -0.0023645 0.000410112 0.000645124 -0.00151455 0.000861671 -0.00200585 0.0010193 0.000718311 0.000929726 0.000252018 0.000727788
internal_weight=0 0.248307 0.245601 0.238793 0.00968895 0.229104 0.225634 0.221505 0.215065 0.210335 0.191661 0.186617 0.159838 0.152273 0.145586 0.140943 0.136132 0.130898 0.127727 0.00667194 0.121055 0.104868 0.00955668 0.0953112 0.00496618 0.090345 0.0772506 0.072215 0.0458894 0.0410791
internal_count=3121 3035 3015 2917 116 2801 2793 2756 2605 2546 2324 2167 1961 1869 1851 1714 1672 1535 1505 338 1167 1107 218 889 154 735 718 697 638 366
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=123 484 150 52 1 14 375 47 1 44 0 0 474 1 48 3 457 132 15 52 52 0 47 9 52 2 1374 0 160 16
split_gain=0.0102351 0.00943042 0.0148496 0.00942538 0.0156481 0.00983994 0.00841871 0.00790192 0.0079277 0.00801903 0.00860676 0.0150209 0.0100703 0.0116234 0.0103336 0.0100843 0.00881211 0.0083526 0.00854096 0.00931283 0.0148318 0.0151611 0.00736732 0.0071067 0.00854249 0.00908082 0.00680065 0.0099987 0.00659305 0.00649586
threshold=1.0000000180025095e-35 -0.0068949999999999992 0.097210000000000005 -0.40306999999999998 0.13686500000000004 0.076175000000000007 -1.0000000180025095e-35 0.11893500000000001 0.13210500000000003 1.0000000180025095e-35 -0.10607499999999999 -0.076234999999999983 0.084660000000000027 0.077565000000000009 0.12230500000000001 -0.083489999999999995 -0.0029299999999999994 0.081465000000000024 -0.03241999999999999 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.11635500000000001 -0.036024999999999995 0.083680000000000018 0.084055000000000005 -0.094929999999999987 -0.22491999999999998 -1.0000000180025095e-35 -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 -1 22 5 7 -2 8 9 10 12 23 13 -5 15 -15 -17 18 -13 20 21 29 -3 -12 -25 28 -18 -28 -26 -20
right_child=6 3 -4 4 -6 -7 -8 -9 -10 -11 11 17 -14 14 -16 16 26 -19 19 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0011967295248540193 -0.001374764750913084 -0.0013734475675711148 0.00089896326242035174 -0.00090062708930480865 0.00099685019994011793 -0.0013748673765848114 0.00067464700547015916 -0.00095703401460099841 0.0013745680524612116 -0.0013752579897308359 0.0013767798299550106 0.00063104937465234198 0.0013746189000557036 0.0013295708948185506 -0.00072878700819755326 -0.00071348756442215719 -0.00033859501411601957 0.00096998196202128151 0.0012225813344768632 -0.0013745034675345666 0.001349716440521479 -0.0012152838116959257 -4.8298339812895851e-05 -0.0012129053914797688 -0.0013732251981581432 -0.0013626407858598358 0.0013642965498712621 0.00020369451797433804 0.0010443159846932027 -0.00010149770793984347
leaf_weight=0.030256470342976627 0.0040802956063998854 0.017297112713208662 0.008072854376223404 0.017509349705733257 0.028092631012441416 0.010491404092590528 0.05096031153345848 0.016528358556570311 0.007888323362749361 0.0080069879368238617 0.0028664731037224547 0.027284174231908764 0.013818186525895726 0.019858914980432019 0.016253056528512388 0.014957673512981273 0.01648996796211577 0.017217925755858232 0.0083182593139099481 0.011920198965412965 0.011811366992787953 0.02366014772815106 0.014566482411282777 0.038991568190567705 0.0026618454880917861 0.0071491843905278065 0.023031081107546925 0.035640514347505814 0.010564479641402613 0.043514719187101036
leaf_count=476 5 254 13 75 113 59 260 37 23 20 5 90 18 29 12 26 15 61 8 80 19 17 33 543 70 454 31 50 56 169
internal_value=0 -0.000100738 -0.000755338 -4.69411e-05 5.90833e-06 -6.25853e-05 0.000522719 -2.78134e-05 1.2666e-05 -1.62502e-05 1.36838e-05 -0.000171078 0.000255204 0.000147592 0.000292988 0.000443991 0.000248842 7.28861e-05 -4.92091e-05 -0.000236262 -8.08514e-05 -0.000304673 -0.000767654 -0.000734507 -0.000836449 -0.000116043 0.000440352 0.00065928 0.000557777 0.000110993
internal_weight=0 0.50472 0.0383293 0.46639 0.434527 0.406434 0.0550406 0.395943 0.379414 0.371526 0.363519 0.20596 0.157559 0.143741 0.126231 0.109978 0.0901192 0.143727 0.126509 0.0992247 0.0873045 0.0754931 0.0318636 0.0622336 0.0593671 0.0203755 0.0751616 0.0586716 0.0132263 0.051833
internal_count=3121 2856 489 2367 2080 1967 265 1908 1871 1848 1828 1572 256 238 163 151 122 444 383 293 213 194 287 1128 1123 580 96 81 126 177
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=12 13 133 132 52 50 3 49 1 42 42 52 2 51 42 132 484 16 13 52 448 0 157 160 52 457 16 3 1 52
split_gain=0.0164391 0.0146513 0.014343 0.0128258 0.0111259 0.0115666 0.0120157 0.011083 0.0108012 0.0135608 0.0104638 0.0114136 0.0181268 0.01117 0.0109501 0.0102534 0.0100102 0.00990203 0.0121268 0.00968061 0.0097472 0.00983541 0.00848827 0.0101727 0.00946946 0.00892759 0.0103663 0.0124142 0.0111246 0.0112322
threshold=0.079890000000000017 -0.004174999999999999 -1.0000000180025095e-35 0.080640000000000017 -0.43320999999999993 0.10647500000000001 -0.20241999999999996 -0.10069499999999999 0.10752500000000002 -1.0000000180025095e-35 0.085505000000000012 0.11434500000000002 0.092365000000000017 0.11144500000000002 1.0000000180025095e-35 0.082230000000000011 0.085655000000000023 -0.54656499999999986 0.15641500000000003 0.15915500000000002 -0.08020999999999999 -0.18901999999999997 -0.076494999999999994 -1.0000000180025095e-35 0.12354000000000001 -0.0029299999999999994 -0.071854999999999988 0.10893000000000001 0.094465000000000007 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=1 2 15 7 -2 6 -6 -3 9 -8 11 12 14 17 -11 -1 -16 -12 -19 20 -4 -22 -9 24 -24 -25 -27 28 29 -28
right_child=4 3 19 -5 5 -7 8 22 -10 10 13 -13 -14 -15 16 -17 -18 18 -20 -21 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.001074205420257673 -0.0012197850988191308 -0.0010829154416336661 -0.00078022636810856779 0.00097244080452108883 0.00096475870709952641 -0.0012198960938631786 -0.0012200484826684571 0.0006293553863278888 0.00022169588733846927 -0.0010481049754047307 0.0012096983568155553 -0.0012227280679471364 0.00065922063507161993 0.00094588229637455478 0.00045207460939880302 0.0010647084019179201 -0.0012201377696856397 -0.0012202748782388091 0.00010163663044292821 -0.00065537694130379245 -0.00043466436427492302 0.0010708338387561383 -0.0011888196035311485 -0.00063494462228611155 4.4464716876971691e-06 0.00042083624623444777 -0.00080621103288726532 -0.0012097703187055717 0.00064252745676074007 0.00045682969891823331
leaf_weight=0.01252681639380171 0.016163162713837664 0.015113167479285039 0.0052506724314298472 0.018804862796969246 0.014244749446334026 0.015143015060289144 0.022542944791211994 0.027680131344823167 0.071826132152182254 0.021062437883301754 0.0035358650002308414 0.010160744129052546 0.049721963757292542 0.0062466674385177603 0.024493131766803344 0.0045370018010544291 0.0067961343359002049 0.041824449438536249 0.013688512890439597 0.0070909098449192234 0.0070871374664420719 0.071605704918511037 0.021730229934291856 0.026263177856890252 0.018128462274034973 0.088488966958720994 0.028411395011062268 0.014308701876871055 0.027561962611798663 0.016563914072321495
leaf_count=59 252 26 5 37 27 238 612 43 115 39 5 22 33 12 162 25 55 692 13 16 12 303 46 26 38 92 51 24 35 6
internal_value=0 0.00013484 0.000520152 -2.59906e-06 -0.000234453 -0.000181593 -0.000126645 -6.71038e-05 -0.000183823 -0.000329404 -0.000216309 9.4336e-06 0.000132087 -0.000604332 -0.000368568 -0.000505502 8.88644e-05 -0.000768326 -0.000894315 0.000712405 0.000827945 0.000935248 -1.00618e-05 -8.33633e-05 -0.0006461 2.78975e-05 0.000127184 -0.000172024 3.26815e-05 -0.000341047
internal_weight=0 0.411153 0.108098 0.303055 0.31745 0.301287 0.286144 0.28425 0.271899 0.200073 0.17753 0.112234 0.102074 0.0652955 0.0523517 0.0170638 0.0312893 0.0590488 0.055513 0.0910344 0.0839435 0.0786928 0.269137 0.241457 0.0398587 0.201598 0.175335 0.086846 0.0725373 0.0449753
internal_count=3121 844 420 424 2277 2025 1787 387 1760 1645 1033 311 289 722 256 84 217 710 705 336 320 315 361 318 84 234 208 116 92 57
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=124 38 3 1365 52 1456 160 1 1374 484 0 3 3 47 34 151 16 43 4 4 52 160 42 403 3 39 51 2 15 151
split_gain=0.0118672 0.0183774 0.0112782 0.0119343 0.0105843 0.0103185 0.0103247 0.0102782 0.0123279 0.0112311 0.0162828 0.0123134 0.0114985 0.0088891 0.00870515 0.00943121 0.00807498 0.00795056 0.00765751 0.00955413 0.00900661 0.0116696 0.0104919 0.00750744 0.00737688 0.00737121 0.00846424 0.00837396 0.0093915 0.00739405
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 -0.23798499999999997 1.0000000180025095e-35 -0.40698999999999991 0.094465000000000007 -0.094929999999999987 -0.0068949999999999992 -0.23001499999999997 -0.12018999999999998 0.10732000000000001 0.11635500000000001 -0.11726499999999999 -0.40381499999999992 0.25084500000000004 -0.27207999999999993 -0.0024449999999999997 -0.39518999999999993 0.0031350000000000002 0.083670000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.20241999999999996 0.095070000000000016 -0.076794999999999988 0.090790000000000023 -0.074054999999999996 0.06617000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 16 8 -8 -10 -11 -12 18 -2 -9 -16 -6 -17 19 -13 21 -21 -22 -24 -19 26 -26 -28 -29 -30
right_child=2 -3 -4 -5 5 -7 7 14 9 10 11 12 -14 -15 15 17 -18 24 -20 20 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.00067604651326544428 -0.0010155059232402495 -0.0011212516698612274 0.00084316399100213589 -0.0011500795174112619 -0.0011493393443556821 -0.0011492910153834354 -0.0011522809215326764 -0.00078059646351952598 -0.0011499598743493554 0.00079218323308173524 0.00024747564831979421 -0.001151140690084236 0.00028243899889331846 4.9997624989059764e-06 -0.0011496220790351685 -0.00099050746597488916 0.0011514183662248811 0.0011281171405183319 -0.001008472686310695 -0.0011493106968738871 -0.0011492444760421228 0.00031580284167643179 -0.0011489086427716052 0.00088581989520807231 -0.0006446530220366322 0.0011388694471138872 -5.0664273292788041e-06 0.0009450265078155553 0.00053641317767161517 -0.00046695435310084506
leaf_weight=0.058736597137226454 0.027032645844997205 0.0086076614275043539 0.01758316497978285 0.013701719208143004 0.015528572844232258 0.010398466053118227 0.014164403017730365 0.010666547603250365 0.011716774973479005 0.030121551542833913 0.079794146860422188 0.014392478369700257 0.031690275354776531 0.01930902660387801 0.005869988202903186 0.0058467983899390666 0.0023128518369048825 0.015523288653639611 0.029057693862228007 0.017629900088195427 0.0051257083740665612 0.012096421851310879 0.0026919915604821645 0.021539494304079199 0.01327972128183319 0.012817709914315856 0.062128249249326473 0.040830159038932834 0.026582055258586479 0.015253511257469654
leaf_count=233 324 26 99 56 207 236 38 9 180 21 93 31 16 34 10 14 1 36 222 354 282 27 136 93 33 53 126 69 50 12
internal_value=0 0.000446323 -6.29159e-05 -9.10091e-05 -6.47875e-05 -1.67597e-05 6.95187e-06 3.89234e-05 -0.000109077 -5.13241e-05 1.40177e-06 -0.000109895 -0.000322347 -0.000590295 0.000230319 0.000284743 -0.000851083 0.000328536 -0.000509269 -0.000311848 -0.0001074 -0.000553117 0.000343921 0.000659772 0.000369907 0.000301033 0.000233096 0.000313598 0.000553093 0.000170579
internal_weight=0 0.0673443 0.584685 0.567102 0.5534 0.507059 0.49666 0.478819 0.270021 0.255856 0.24414 0.214018 0.134224 0.0463417 0.208798 0.198131 0.0178414 0.192261 0.102534 0.073476 0.0590835 0.0297263 0.0293572 0.0242315 0.186415 0.170891 0.158074 0.144794 0.0826657 0.0418356
internal_count=3121 259 2862 2763 2707 2349 2113 1905 1493 1455 1275 1254 1161 358 412 403 208 393 1145 923 892 381 511 229 379 343 290 257 131 62
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=12 3 2 43 1 52 42 12 48 42 47 148 13 38 47 4 124 1 1 1374 48 14 49 0 0 4 0 48 43 15
split_gain=0.014418 0.0138633 0.0109382 0.013441 0.0107332 0.01154 0.0111824 0.0113662 0.0128786 0.0108265 0.0118093 0.010552 0.0103493 0.0117187 0.0109168 0.0129844 0.0100389 0.00929308 0.00888793 0.0128339 0.0119082 0.0127477 0.0125598 0.00856815 0.00833836 0.00801713 0.00767335 0.00722226 0.00709578 0.00667684
threshold=0.079890000000000017 -0.015584999999999998 0.10731 0.084740000000000024 0.12958500000000003 -0.22660999999999995 0.091735000000000025 0.090455000000000021 0.10668000000000001 -1.0000000180025095e-35 0.11518500000000002 -1.0000000180025095e-35 -0.08971999999999998 0.12566000000000002 0.092710000000000015 -0.35136499999999998 0.0026500000000000004 0.14089500000000002 0.094465000000000007 -0.094929999999999987 0.12879500000000002 -0.46596499999999991 -0.066894999999999982 -0.13027499999999997 -0.23001499999999997 -0.0060199999999999993 -0.053834999999999994 -0.086869999999999989 -0.090299999999999991 0.19724500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 28 5 -2 7 8 23 10 -9 -8 13 16 15 -14 27 -16 19 -17 21 -20 -23 -7 -21 -26 -6 -3 -1 -13
right_child=4 12 -4 -5 26 6 11 9 -10 -11 -12 29 14 -15 17 18 -18 -19 20 24 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00011622510155506433 -0.0011266512997452794 -0.0008237545160411342 0.0008631723231019555 -0.00087240133536856579 0.00092924723939047859 0.00022621578386023945 0.00098939282934748258 -0.00098720295448780906 0.00085527441722297324 0.0002374439435166458 0.00089938796305174954 -0.0010237806910227234 -0.0010377195723473664 -0.00090354281244391587 -0.00086733389611913958 -0.00113055259229144 -0.00079534589287521965 0.00010967973840781679 -0.00079811754971507694 0.00042773439837979463 -0.00055973080930013215 -0.00016084956157022036 0.00091546322463590378 -0.000832756516624032 0.00018516099733914941 -0.00080145815545137043 -0.00016156815412206438 0.00099230527255705762 0.00077937566099344077 0.00052815595722311933
leaf_weight=0.018935637059257715 0.020009496394777671 0.0030113440152490503 0.045343743868215824 0.013223368830949767 0.016224091551521269 0.011821914302345249 0.0041561815887689582 0.019779774802714201 0.0081986895875161281 0.1046678597178925 0.0053458128450074574 0.040165500521879949 0.014127073623058095 0.0071365668118232852 0.038611924324868596 0.014833519962849095 0.0053428330829774487 0.018154140656406526 0.0086833895875315648 0.034139042886636162 0.016390438569942489 0.018362607957442378 0.054765024476409963 0.053763195747137615 0.020306569074818981 0.0215142352139992 0.016496594938871567 0.035776657857240934 0.027540423867776553 0.0038535444764420381
leaf_count=37 303 4 85 9 26 40 7 325 30 149 10 433 68 4 68 8 6 13 12 40 7 40 127 917 26 59 33 165 66 4
internal_value=0 9.24044e-05 0.000446168 0.000129439 -0.000230086 -0.000303457 -0.000238029 -0.000122564 -0.000475514 7.80783e-05 -0.000585805 -0.00072596 -2.70229e-05 0.000435426 -0.000118249 3.77508e-06 0.000651956 -0.000554879 8.16252e-05 -0.000172374 0.000316463 0.000492004 0.000645197 -0.000641874 1.47403e-05 -0.000322394 0.000379297 0.000851314 0.000414483 -0.00088792
internal_weight=0 0.416199 0.105043 0.0596994 0.304483 0.271762 0.251752 0.203577 0.0737838 0.129793 0.0251256 0.0481752 0.311155 0.0512674 0.259888 0.203122 0.0441308 0.0567661 0.188995 0.0907934 0.0982015 0.081811 0.0731276 0.0655851 0.0759598 0.0418208 0.0327207 0.038788 0.0464761 0.044019
internal_count=3121 844 197 112 2277 2218 1915 1471 987 484 335 444 647 179 468 387 175 81 319 133 186 179 167 957 125 85 59 169 103 437
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=124 38 1365 1456 15 155 1 13 42 13 13 16 1 16 124 15 13 40 13 15 16 32 13 3 133 47 49 1 1374 3
split_gain=0.00305832 0.00678775 0.00375808 0.00342205 0.00335192 0.00349383 0.00333835 0.00522824 0.0038655 0.00523545 0.00419957 0.00346387 0.0033177 0.00356764 0.00322726 0.00372765 0.00310539 0.00391839 0.00394503 0.00548376 0.00342498 0.00332879 0.00351651 0.00450521 0.00380732 0.00393305 0.00397852 0.00418127 0.00497996 0.0048552
threshold=-0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.47006499999999996 0.088610000000000008 0.12337000000000002 -0.072819999999999982 0.091735000000000025 0.41383500000000001 -0.53104499999999988 -0.54656499999999986 0.13265500000000002 -0.040964999999999994 1.0000000180025095e-35 0.19724500000000003 -0.47860499999999995 -0.037979999999999993 0.11217000000000001 0.084050000000000014 0.38525000000000004 0.07783000000000001 0.10002500000000002 -0.10831999999999999 0.087285000000000015 0.10813000000000002 -0.090734999999999982 0.094465000000000007 -0.094929999999999987 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=1 -1 3 4 -2 6 8 -8 10 11 -6 -10 -9 -14 15 -13 -12 -18 19 20 21 22 23 -19 25 26 -25 28 -28 -29
right_child=2 -3 -4 -5 5 -7 7 12 9 -11 16 14 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0015546372521602209 0.002946414875465337 -0.0028725204473696278 -0.0027016657217425635 -0.0029461557495779338 -0.0028949134349170258 -0.0029465005949088196 0.0029466705476194929 0.0016281849236585455 0.0029465307883232922 0.0029522471572157732 0.0020301312659179362 -0.0027926472031275275 0.001082785029979689 -0.0016143951315040026 0.00197423913025189 0.0022887651895492334 -0.002663740895381904 0.0013711389143269952 0.0013774974253554964 -0.0027707413693315547 -0.0029475841837587682 -0.0025128034462538157 -0.0029529085474221811 -0.0025656423985058402 -0.0029470378203052868 -0.0029466208346592675 -0.0029492138597714021 0.0019500117359678314 0.00014707108794127864 -0.00051012262003981952
leaf_weight=0.021652151931874641 0.0032121036273764494 0.0034889816251961739 0.0048690799498274364 0.0035738631384560895 0.0043237313539066227 0.003639589636350137 0.0076758741855087456 0.0092003967583877966 0.0012710598457488223 0.0022564374376088372 0.0065691295744727532 0.016956891835633314 0.0070284108992382235 0.010783062634800444 0.0015769674837429184 0.0013524830574169746 0.0047775474808986465 0.025093149097301648 0.017066078327047762 0.0064788545415694889 0.0033022560220956612 0.0041015330643858752 0.0030098717982696135 0.0041998575516117844 0.0037592309029150775 0.0035514438009158758 0.0051451963458930541 0.022138325479886589 0.03633262536848747 0.010152154952265846
leaf_count=233 64 26 57 258 11 177 74 24 5 1 10 426 31 38 14 3 38 85 97 624 51 5 17 43 136 29 18 88 405 33
internal_value=0 0.000940255 -0.000141012 -8.64544e-05 -4.10221e-05 -8.42974e-05 -3.65344e-05 0.000801446 -0.000195015 -0.00131286 -3.14347e-05 -0.00176773 0.000191845 -0.000550087 -0.00206905 -0.00241729 4.80947e-05 -3.92262e-05 4.76489e-05 -0.000130683 1.0928e-05 9.40867e-05 0.00018839 0.000274054 -4.87617e-05 8.48907e-05 0.000222976 0.00038174 -0.000237014 0.00117654
internal_weight=0 0.0251411 0.233397 0.228528 0.224954 0.221742 0.218103 0.0346877 0.183415 0.0234138 0.160001 0.0211574 0.0270119 0.0178115 0.0198863 0.0183094 0.155677 0.149108 0.144331 0.127264 0.120786 0.117483 0.113382 0.110372 0.0852788 0.0815196 0.0779682 0.0737683 0.0414778 0.0322905
internal_count=3121 259 2862 2805 2547 2483 2306 167 2139 449 1690 448 93 69 443 429 1679 1669 1631 1534 910 859 854 837 752 616 587 544 423 121
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=39 42 376 2 4 43 160 1456 14 10 133 1373 1452 2 133 160 0 52 1 4 453 15 13 48 160 160 151 43 14 13
split_gain=0.00297604 0.00342983 0.00351153 0.00328854 0.00322494 0.00540793 0.00364025 0.00342895 0.00332504 0.00377011 0.00334418 0.00333837 0.00341419 0.00387965 0.00437736 0.00551481 0.00484429 0.0047701 0.00508949 0.00420955 0.00333068 0.0034371 0.00370193 0.00300369 0.00341311 0.00542104 0.00290483 0.00311934 0.0045102 0.00426286
threshold=0.16946000000000003 -0.11466499999999999 0.088470000000000007 0.17025000000000004 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.076175000000000007 0.058500000000000003 0.111585 0.099250000000000019 0.091225000000000014 0.089775000000000008 -1.0000000180025095e-35 0.083670000000000008 -0.10607499999999999 0.083680000000000018 0.12958500000000003 -0.14098499999999997 1.0000000180025095e-35 0.095175000000000023 -0.53104499999999988 0.12879500000000002 0.088405000000000011 0.088020000000000015 0.084990000000000024 0.093175000000000022 -0.46885499999999997 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 -1 3 4 5 -3 -6 8 9 10 11 12 13 14 -8 16 -16 18 19 -18 21 22 -15 24 25 26 27 28 -24 -29
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11 -12 -13 -14 20 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0022366797480408126 0.0036653124437291537 0.0015860328257102047 0.002683602737345346 0.0036382343240880756 -0.0028851653122879445 -0.003357887810033973 -0.00252754960622632 -0.0036631240058163225 -0.0023710068214810045 0.0036466981179572667 -0.0033190718985971874 -0.0036647339788977991 -0.0036649919273150111 -0.001656793653519091 0.0018195854599665216 -0.0025917446617395733 0.0036647191563665641 0.0020042035233485533 0.0020731778410672274 -0.0026772116889158624 -0.0016939291017249048 -0.0012047685706012795 -0.0025841386340793642 -0.00049956736136824221 0.0030480918210619404 -0.0036684231438529045 -0.001689849952125542 0.0013990973594307273 0.0023950113625523664 -0.0036700678062258634
leaf_weight=0.0095740542780049509 0.0028669859231058572 0.0042894787620753059 0.0063615751782037924 0.0031548321642276269 0.0057640545982451377 0.0096316325402199254 0.010372146126968573 0.0032552066252620184 0.0069092423524352844 0.0041999742335292458 0.0036793229223803783 0.0029408242803583553 0.0029133065019948381 0.0059214246593910494 0.021798053394832081 0.0090991161192732761 0.0015313527420630522 0.0080271873532069549 0.0048349898618198486 0.016867744522130603 0.006904332659814826 0.0091708378472787899 0.002598914929876627 0.010515381377899757 0.016770152227650215 0.0029429661808535448 0.0037412325864352161 0.0073582978024546719 0.039961026565975999 0.0031898427432111021
leaf_count=169 23 6 58 50 214 142 478 218 67 57 306 20 47 19 45 80 8 62 19 309 35 96 12 23 89 2 27 84 352 4
internal_value=0 -8.79712e-05 -3.21163e-07 -7.50946e-05 -0.000127117 -0.00183453 -1.46102e-05 6.59047e-05 0.000125924 0.000214242 0.000138819 0.000206688 0.00026839 0.00033149 -0.000324965 4.25719e-05 0.000494329 -0.000429753 -0.00127067 -0.00214937 0.000768009 0.000934379 0.00114532 0.00133587 0.00158796 0.00117843 0.00142934 0.00164907 0.00209096 -0.000133859
internal_weight=0 0.244279 0.234704 0.228343 0.225188 0.0139211 0.211267 0.205503 0.202248 0.195338 0.191138 0.187459 0.184518 0.181605 0.0725306 0.0621584 0.0530593 0.0312613 0.0232341 0.0183991 0.109074 0.10217 0.0929992 0.0870778 0.0765624 0.0597923 0.0568493 0.0531081 0.0425599 0.0105481
internal_count=3121 3098 2929 2871 2821 148 2673 2459 2241 2174 2117 1811 1791 1744 1001 523 443 398 336 317 743 708 612 593 570 481 479 452 364 88
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=12 132 13 133 448 16 1 42 0 52 12 42 52 0 52 41 3 13 474 4 42 42 1 48 51 457 0 15 147 3
split_gain=0.0197022 0.0181417 0.0193948 0.0290138 0.0164677 0.0146153 0.0136875 0.014619 0.0123594 0.0147308 0.012137 0.0156242 0.0152586 0.0115461 0.0113543 0.0111708 0.0119801 0.0131247 0.0107057 0.0104427 0.0102983 0.0148964 0.0107588 0.0109581 0.0100052 0.0101698 0.00987026 0.00878647 0.00981471 0.00876278
threshold=0.079890000000000017 0.080640000000000017 -0.0044799999999999987 -1.0000000180025095e-35 -0.081729999999999983 -0.54165499999999989 0.12958500000000003 0.091735000000000025 -0.18901999999999997 0.25317500000000004 0.090455000000000021 -0.11051499999999999 -0.22660999999999995 -0.053834999999999994 -0.085984999999999992 0.079885000000000025 -0.10023499999999998 -0.084154999999999994 0.084660000000000027 0.0082450000000000006 0.084050000000000014 0.083995000000000014 0.083345000000000016 0.11270000000000001 -0.031924999999999995 -0.0029299999999999994 -0.12333499999999999 0.19724500000000003 0.10361000000000002 -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=1 2 3 -1 -5 -2 7 10 -6 -10 20 -12 -13 -8 19 16 -14 -18 24 -4 21 22 23 -7 -16 -26 -24 28 -9 -3
right_child=5 29 14 4 8 6 13 27 9 -11 11 12 15 -15 18 -17 17 -19 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011639361063309553 0.0010327671794208492 0.0012810238086821734 -0.0011367461415293884 -0.0010669053062298715 -0.00058335154188649918 -0.0012311437481312469 0.0010962058824906184 -0.0012457772522213907 0.0011671671981329298 -0.00097190375761214639 -0.0012970812068266073 -0.0012947985726107919 0.00068328978775950944 -0.00027791268812104745 -0.00094111741396473293 -0.0012976764021938162 0.0001787868873806078 -0.0012942178749794728 0.00084197172485968275 -1.7776569804222763e-07 -0.0012941514426700591 0.0011923630681456765 0.0011349617542871151 0.0010239105332691214 -0.00086785914874043936 6.7784190448054313e-05 -0.0012939073136969076 0.00062260852003244254 0.0012950169406702329 7.1867117542668342e-05
leaf_weight=0.015477497564461373 0.013757114573309082 0.031181175008896389 0.031701380598860851 0.007858669850975275 0.0087762796747483662 0.032963079566911802 0.019534880700120993 0.054349198619888739 0.082069539191252261 0.0057666152351885094 0.015692208276959718 0.012697579430323458 0.062808012283767312 0.021494253369382932 0.021027279757618089 0.0079607513471273705 0.051161325282919279 0.012620962518894885 0.022638919163000537 0.023601718678946781 0.029197858148222622 0.0088527400821476476 0.0090159519986627856 0.0040494200948160133 0.021252282153000124 0.22827578184023878 0.0040614707440909123 0.0052468928624875835 0.0026694049010984591 0.014787694883352742
leaf_count=53 27 45 89 4 11 401 25 496 279 8 66 121 89 33 29 4 39 296 22 21 568 11 11 3 23 206 80 4 3 54
internal_value=0 0.000116507 4.04026e-05 0.000489087 0.000733984 -0.0002755 -0.000326287 -0.000418288 0.000880473 0.00102673 -0.000279136 -6.99431e-05 6.08324e-05 0.000376336 -0.000114029 0.000188763 0.000282239 -0.000112685 -1.26138e-05 -0.000651693 -0.00066586 -0.000354629 -0.00062804 -0.000984425 -8.41219e-05 -1.19045e-05 0.000380625 -0.000979408 -0.00112683 0.000892051
internal_weight=0 0.514415 0.468446 0.119949 0.104471 0.368133 0.354376 0.313347 0.0966124 0.0878362 0.251081 0.162941 0.147249 0.0410291 0.348497 0.134551 0.12659 0.0637823 0.293194 0.0553031 0.0881405 0.0589427 0.0500899 0.0370125 0.270555 0.249528 0.0130774 0.0622655 0.0570186 0.0459689
internal_count=3121 844 745 355 302 2277 2250 2192 298 287 1689 615 549 58 390 428 424 335 280 110 1074 506 495 404 258 229 91 503 499 99
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=31 2 11 1456 484 160 43 133 453 1 0 40 52 52 447 1 43 16 403 2 0 16 4 2 474 39 13 48 43 160
split_gain=0.00298155 0.00298245 0.0033815 0.00349714 0.00325815 0.00312748 0.00347678 0.00349619 0.00344171 0.00337425 0.00337035 0.00374723 0.00303483 0.0049397 0.00420015 0.00439495 0.00388115 0.00380131 0.00376639 0.00385182 0.00420827 0.00352737 0.00329087 0.0059896 0.00483402 0.00421972 0.00363464 0.00294986 0.00290363 0.00333883
threshold=-1.0000000180025095e-35 0.098035000000000011 0.088215000000000002 -1.0000000180025095e-35 -0.079734999999999986 -0.51146999999999987 -0.043144999999999996 0.10622000000000002 1.0000000180025095e-35 0.099400000000000002 0.089620000000000019 -0.080519999999999994 -0.088204999999999992 -0.081429999999999989 0.089095000000000021 0.13707500000000003 -0.074359999999999996 -0.42170999999999997 -1.0000000180025095e-35 0.097070000000000004 -0.23091999999999999 -0.15241499999999997 -0.083854999999999985 0.087015000000000023 0.084660000000000027 0.08512500000000002 -1.0000000180025095e-35 0.095425000000000024 -0.074974999999999986 -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=-1 4 3 -3 -2 -5 9 8 -8 10 11 -7 16 -14 15 17 28 -15 -19 20 -20 -22 23 -23 25 27 -26 -24 29 -6
right_child=1 2 -4 5 12 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 21 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0033860053520063825 -0.0033850809931599357 -0.0033845140025349427 -0.0022542453828885943 -0.003384966282179892 0.0023205328362007473 0.0032829153506615766 0.00065814833883953998 -0.0030913890311874306 -0.0026106020915854671 0.0030910013084638928 0.0021183922955139824 -0.0027383498836951875 0.0020783505489947044 -0.0025428968674182035 0.003189375212375048 0.0029345419457447192 -0.0028869532916368985 -0.0033839860083552547 0.0025051854236567096 -0.0033879310864972957 0.00090131120050681267 0.0025331343232558629 -0.0033544320932288782 -0.0014987093529524929 -0.0033837670711146422 0.0032921324445742035 0.003194132771409691 0.0025572222233016776 0.0033148628672750374 -0.0017731911281109818
leaf_weight=0.0028726823565961004 0.0040990019023894311 0.0025979743359414434 0.0054244062794168704 0.002210160665526927 0.002937924233947343 0.0015833693023523665 0.061344782472701809 0.0033324372898846369 0.0039235323256434631 0.011683716998675209 0.0077710440122586988 0.0046823768791881548 0.01103616248610706 0.010424771039708958 0.0037559722641162798 0.0041558647682222718 0.01095301774842028 0.004440876352759914 0.006998800592555191 0.0040178948762417113 0.019693927904086188 0.007501414066069848 0.015376873591591809 0.0096378792389941736 0.0013411661123541307 0.0013259887907679504 0.0033986739273359481 0.0010311254128225747 0.0022341056628647502 0.010198328112807076
leaf_count=86 268 55 75 22 18 9 417 37 17 140 16 158 53 88 16 26 113 545 15 25 54 72 483 39 66 13 10 23 2 160
internal_value=0 -8.16931e-05 0.000346996 0.000489337 -0.000414787 0.000593595 0.000686822 0.000289054 0.000461651 0.00174773 0.000629645 -0.00121676 -0.000321462 -6.20056e-05 -0.000315722 -0.000463072 -0.00134789 -0.000628821 -0.000361933 -0.000171093 2.38358e-05 -0.000268987 -0.000850809 0.000265922 -0.00170247 -0.00251373 0.00133288 -0.00298293 -0.000251151 -0.000857629
internal_weight=0 0.239114 0.104554 0.0991294 0.13456 0.0965314 0.0943213 0.0686008 0.0652683 0.0257205 0.0140368 0.00626575 0.130461 0.104137 0.0931012 0.0893453 0.0263234 0.0851894 0.0747646 0.0703237 0.0663058 0.059307 0.0396131 0.0171393 0.0224738 0.017734 0.00473984 0.016408 0.0153704 0.0131363
internal_count=3121 3035 946 871 2089 816 794 471 434 323 183 167 1821 1528 1475 1459 293 1433 1345 800 775 760 706 111 595 519 76 506 180 178
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=4 12 453 50 47 12 151 48 15 3 15 150 10 51 456 3 3 15 2 0 0 3 15 15 160 1 159 12 43 4
split_gain=0.0171433 0.0175255 0.0167078 0.0176452 0.0151713 0.0147993 0.0151042 0.0144219 0.0197562 0.0180832 0.0151485 0.0144704 0.0142154 0.0161954 0.0129072 0.0128639 0.0114617 0.0109355 0.0104422 0.00943496 0.0173909 0.0117717 0.0112013 0.0158964 0.0101835 0.00923258 0.00890088 0.0132711 0.0075657 0.00862157
threshold=0.27834500000000006 -0.040564999999999997 1.0000000180025095e-35 0.11875500000000001 0.10954500000000002 0.084100000000000022 -0.086944999999999981 0.090390000000000012 -0.016799999999999995 -0.0025099999999999996 0.084050000000000014 0.095565000000000011 0.039530000000000003 -0.071649999999999978 0.081240000000000021 0.10732000000000001 0.14121000000000003 0.19724500000000003 0.090675000000000019 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 -0.094549999999999981 -0.11713499999999999 -1.0000000180025095e-35 0.088340000000000016 0.092630000000000018 0.09334000000000002 -0.15323999999999996 -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=5 -2 3 4 12 6 14 8 -8 -9 18 16 13 -3 25 17 -11 19 -10 22 -21 26 23 -7 -25 -1 27 -22 -20 -30
right_child=1 2 -4 -5 -6 15 7 9 10 11 -12 -13 -14 -15 -16 -17 -18 -19 28 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00022266974979497924 0.0013366114347805908 -0.00069025610005416058 -0.0013760502979950917 -0.0013749585578071567 -0.0010123623225110877 -0.0013753641820684294 -0.00093889850361627127 0.0011154887187235735 0.00038648917322794339 -0.0011163131594825191 -0.0013505463063562624 0.00035890504118041549 -0.00042173693925353864 0.0012092125376422748 -0.000823556421411335 6.7558496857305617e-05 0.00019061302519823739 0.00029412733973133631 0.00041575886355785718 0.00081265562481138049 0.00079001484974447781 -0.0013672006423550015 -0.0013403105244674063 -0.0013753048572720571 0.00074798352873208613 0.001374951414682437 -0.0011874218450419805 -0.0010341298753547494 -0.0013769606168800071 -0.00028112103340046372
leaf_weight=0.0094924973709566984 0.019084176133219444 0.010178370044741314 0.016211337395361625 0.01310410734731704 0.01369608573440928 0.021133753708227232 0.11683856646686763 0.024316820901731262 0.059779138959356715 0.037086909123900114 0.019321547716117493 0.04740419235349691 0.021054174961591343 0.050117156397391227 0.010420990455259016 0.040940151513495948 0.019192405498870357 0.01722760630218545 0.01913796502049081 0.015680866211823741 0.01972927525639534 0.035053966540999681 0.093463847424231972 0.0055351155970129176 0.018441425165292458 0.024193289165395981 0.015001507901615696 0.012143862488755985 0.018044155215648061 0.054106612852592662
leaf_count=26 151 7 13 11 13 113 181 61 124 44 111 29 19 126 33 25 25 17 10 27 32 120 1517 28 54 52 14 54 27 57
internal_value=0 0.000111644 -7.63368e-05 0.000118486 0.00032439 -0.000406158 -0.000252158 -0.000333295 -0.000504094 4.99722e-05 -0.000205943 -0.000199923 0.000549446 0.000888567 0.000511682 -0.000646474 -0.000670624 -0.00076183 -5.95483e-05 -0.000838854 -0.000511914 -0.000765433 -0.00106914 -0.000507317 0.000257811 0.000924749 -0.000315416 9.50044e-05 -0.00035163 -0.000555179
internal_weight=0 0.143445 0.124361 0.10815 0.0950458 0.753686 0.459335 0.415228 0.287228 0.128 0.170389 0.103684 0.0813497 0.0602955 0.0441068 0.294351 0.0562793 0.253411 0.151068 0.236184 0.0976095 0.0819286 0.138574 0.0451103 0.0239765 0.0336858 0.0468746 0.0318731 0.0912887 0.0721508
internal_count=3121 340 189 176 165 2781 780 669 510 159 329 98 152 133 111 2001 69 1976 218 1959 247 220 1712 195 82 78 100 86 94 84
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=1456 12 132 13 453 40 52 15 52 47 1 42 42 43 2 12 16 51 130 1374 1375 151 51 151 0 0 52 0 15 51
split_gain=0.00288349 0.00291639 0.00442474 0.0043025 0.00480552 0.00399922 0.00347047 0.00323062 0.00311416 0.00310596 0.00404853 0.00434266 0.0034299 0.00405476 0.00462555 0.0059797 0.00357437 0.00328648 0.00268808 0.00298524 0.00330677 0.00259015 0.00253892 0.00238689 0.00258749 0.00278942 0.0030857 0.0039367 0.00257742 0.00319821
threshold=-1.0000000180025095e-35 0.079890000000000017 0.080640000000000017 -0.080759999999999985 1.0000000180025095e-35 -0.08292999999999999 -0.40306999999999998 0.024640000000000006 -0.43320999999999993 0.13148500000000005 0.10752500000000002 -1.0000000180025095e-35 0.091735000000000025 -0.20207499999999998 0.092365000000000017 0.099400000000000002 -0.5335399999999999 0.081440000000000026 -0.0015749999999999998 -0.094929999999999987 -0.075709999999999986 -0.033849999999999991 -0.096089999999999981 -0.086224999999999982 -0.23091999999999999 -0.20211999999999997 0.10347000000000002 0.15398500000000004 -0.016799999999999995 -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=21 2 3 5 6 -2 -5 18 -3 10 11 -10 13 -13 17 -16 -14 22 -8 -20 -21 -1 -15 -22 -25 -26 27 28 29 -27
right_child=1 8 -4 4 -6 -7 7 -9 9 -11 -12 12 16 14 15 -17 -18 -19 19 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00091082926018962542 -0.0025880808290108018 -0.0038873808529602981 0.0026895691769493451 -0.0038881463595748646 -0.0034995217301184369 0.002415889722719949 -0.0026608631928258086 -0.00210476420648686 -0.0038878671287315334 -0.0036987633988022897 0.0011782804213277863 0.0030060221538439512 0.0038877707092402252 0.0033942560423446855 0.002526401485800142 -0.001940233513604736 -0.0038881200188134071 0.0020577640671634234 -0.0012346047067600756 0.0034323854797122248 0.0025454141826197784 -0.0038873838170861239 -0.0024878236573920771 0.002602565866692799 -0.0026987615235175727 -0.0034534954609438894 0.0022728421302817292 -0.0025221739969104335 0.0024390670336307046 0.00063577579813111837
leaf_weight=0.002482438131607978 0.0027753093004321263 0.0039409297558421477 0.011513472541139436 0.0032618652600717715 0.0061215535861265371 0.018461573310531776 0.004071689942975353 0.0084207615955165238 0.0059056752696733375 0.0040172543519929596 0.023390504385417898 0.0059099471636727676 0.0010344207548769191 0.0011756277553587316 0.012910636832458522 0.0069727663384355756 0.0065308327937074742 0.0032427677791986289 0.011740771464246791 0.006927403657755348 0.0082517150351577584 0.0053881155721313689 0.019409029759927421 0.0064731483130344705 0.0052144929759379002 0.0037636815625887712 0.0094241351151822528 0.008515811915458471 0.0075188351123074417 0.012432475099018347
leaf_count=28 12 216 94 42 25 185 24 46 636 21 119 13 4 28 91 20 363 46 17 10 54 260 482 28 16 26 38 14 41 122
internal_value=0 1.85323e-05 0.000385271 0.000170232 -0.000160723 0.00176195 5.21418e-05 0.000190708 -0.000505278 -0.000358 -0.000202815 -0.00071484 -0.000387157 -1.5496e-05 -0.000424022 0.00096003 -0.0028249 -0.00157898 0.000419911 0.000576197 0.000886467 -0.00237399 -0.00215189 0.000600132 0.000299211 -1.89059e-05 0.000316567 -0.000255439 0.000558522 -0.000314494
internal_weight=0 0.229329 0.134889 0.123375 0.102138 0.0212369 0.0960168 0.0927549 0.0944404 0.0904995 0.0864822 0.0630917 0.057186 0.0496208 0.0437108 0.0198834 0.00756525 0.0238274 0.0843342 0.0802625 0.0685217 0.00787055 0.0205847 0.0615943 0.0533426 0.0468694 0.0416549 0.0322308 0.023715 0.0161962
internal_count=3121 2833 794 700 503 197 478 436 2039 1823 1802 1683 1047 680 667 111 367 556 390 366 349 288 510 339 285 257 241 203 189 148
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=31 39 42 376 4 43 160 1456 2 3 16 1452 16 15 3 1375 3 48 1 52 47 128 160 3 147 0 0 1 2 1
split_gain=0.00273389 0.00267244 0.00298843 0.00329992 0.00320205 0.00465318 0.00318582 0.00313951 0.00313554 0.00357473 0.00362422 0.00342763 0.00328713 0.00426967 0.00407523 0.00393985 0.00365741 0.00400457 0.0031677 0.00371944 0.00372915 0.00336067 0.00349205 0.00335484 0.00292865 0.00524959 0.00480204 0.00381621 0.0039205 0.00380179
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.092120000000000021 -0.52915999999999996 0.38525000000000004 0.084885000000000016 -0.16927999999999996 -0.24436499999999997 -0.10115999999999999 -0.43996499999999994 -0.38012499999999999 -0.089099999999999999 0.13075500000000004 -0.088204999999999992 0.086380000000000012 1.0000000180025095e-35 0.11205000000000002 -0.10519499999999998 0.10271500000000001 -0.067094999999999988 -0.083914999999999976 0.090475000000000014 0.084055000000000005 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 -2 4 5 -4 -6 8 18 -10 11 12 13 -11 -15 -14 -17 -18 19 -8 21 22 24 -22 25 26 27 28 -21 -30
right_child=1 -3 3 -5 6 -7 7 -9 9 10 -12 -13 15 14 -16 16 17 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036648510317351872 -0.0036643535624270788 0.0036651477591343466 0.001236453329499532 0.0026042692866655123 -0.0028520618837892431 -0.0035695256052894961 -0.0024621405458999622 -0.0036630875991805977 0.0036649407972246298 0.0030537114112679717 -0.00301561764960924 -0.0036644709306574343 -0.0017269955535916294 0.0013329610551746935 -0.0017235939399710873 -0.0026537167469718927 -0.0026695911889996577 0.0019770485115910598 0.0013839863852789566 0.0015349716018782701 0.0013435955946530971 -0.003665222907183332 -0.0036652363457791298 -0.0026657473299929353 -0.0036463608260570981 0.0034945404110819809 -0.0035823647129393597 0.0026865344285629642 -0.0036633218606280803 0.00054870359196592495
leaf_weight=0.002619129803107966 0.0031829730008894322 0.0025021757907666134 0.004031864838907496 0.0059329197054012175 0.0053143030188778076 0.0081943648035007755 0.012976491501234477 0.0030527866817422469 0.0046451487592094045 0.0044322655976429806 0.0040496380615877561 0.0025473154264403766 0.0056537619780101514 0.0083263048982189503 0.019681263155064244 0.002700670451304176 0.0026303290651412672 0.045920473283047158 0.01155764762262379 0.010148077525030878 0.0035511032212980345 0.0028816218557636821 0.0026657976910655625 0.013225092809392436 0.002033170366757985 0.0081678605016577491 0.0039275074672389101 0.0092471393100481691 0.0058346827475190821 0.0056654439358680975
leaf_count=86 18 21 7 49 227 136 235 225 16 70 126 36 4 34 128 4 8 480 48 126 5 114 25 123 4 48 383 27 293 15
internal_value=0 -9.8718e-05 -0.000141107 -8.98983e-05 -0.00016492 -0.00198465 -5.41409e-05 2.1907e-05 8.03554e-05 0.000527132 0.000375211 0.000524643 0.000644079 -0.000286346 -0.000814918 0.00117448 0.00149456 0.00172531 -0.000408752 -0.000666705 -0.000320762 0.000175614 0.000407694 -0.00181707 0.000648846 0.000851981 0.000232156 0.000717069 -0.000124198 -0.0015883
internal_weight=0 0.22468 0.222178 0.218995 0.213062 0.0122262 0.200836 0.195522 0.192469 0.100587 0.095942 0.0918924 0.0893451 0.0324398 0.0280076 0.0569052 0.0512515 0.0485508 0.0918816 0.080324 0.0673475 0.0505713 0.0476897 0.0167762 0.0450239 0.0429907 0.0348229 0.0308953 0.0216482 0.0115001
internal_count=3121 3035 3014 2996 2947 143 2804 2577 2352 906 890 764 728 232 162 496 492 488 1446 1398 1163 1035 921 128 896 892 844 461 434 308
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=123 3 2 1 14 47 44 3 0 16 0 3 0 157 47 47 48 43 4 2 0 13 13 9 3 16 52 49 1 4
split_gain=0.00263503 0.00283353 0.00333672 0.0027037 0.00397881 0.00332934 0.00319645 0.00384825 0.00309773 0.00291829 0.00314064 0.00289047 0.00441135 0.00434929 0.00378886 0.00353356 0.00378609 0.00347825 0.00350914 0.00492015 0.00431157 0.0031949 0.00471123 0.00412696 0.00399023 0.00258275 0.00292836 0.00299268 0.00226809 0.00249533
threshold=1.0000000180025095e-35 -0.013929999999999998 0.094835000000000017 0.13686500000000004 0.076175000000000007 0.13148500000000005 1.0000000180025095e-35 0.30112000000000005 -0.26609999999999995 -0.061854999999999993 -0.033209999999999996 -0.10023499999999998 -0.11437499999999999 -0.067349999999999979 0.13082500000000002 0.085270000000000026 -0.064549999999999982 0.084740000000000024 -0.42529999999999996 0.11093500000000002 -0.062294999999999996 -0.084034999999999985 -0.084319999999999992 -0.036024999999999995 0.10732000000000001 -0.5315899999999999 -1.0000000180025095e-35 -0.047584999999999995 0.10781 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 -3 4 5 6 7 8 -1 -5 -11 15 13 -13 21 16 -10 18 19 -18 -20 22 24 -23 -14 -15 27 -27 29 -28
right_child=1 2 -4 9 -6 -7 -8 -9 11 10 -12 12 14 25 -16 -17 17 -19 20 -21 -22 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0039665763332781007 0.0033492434301189734 -0.0026037470390589514 0.0015471308098685339 0.00355664207474833 -0.0039674147689832441 -0.0030717672509976606 -0.0035924767515936626 0.0039655802538674555 0.0031126215800681158 -0.0029311311769144341 0.0022461999604982482 0.0028769665127082521 -0.0033012119507852006 -0.0028376285952276623 0.0039719126288451307 0.0026673551448411254 -0.0039669637550086732 -0.0021914744423205839 -0.0010624838572827252 0.0035080581442907956 0.0024161971716146519 0.003968393114066964 0.0033937258695678463 -0.0032451753627900609 0.0003511383641821879 0.00030994314277232426 0.0023278555241498123 -0.0024101467628775412 0.0028503505990728848 -0.0020059100493954474
leaf_weight=0.0028428385594452257 0.0069331464054585004 0.0044146433703815555 0.0097998482132766185 0.0060479709713803231 0.0046019704561217614 0.006267791202958505 0.0040906715698838516 0.0036764400408628708 0.0056331686716930554 0.0034343323065968434 0.0039700666180237931 0.0078481974042006186 0.0095169406289414837 0.0055943824859241422 0.0019003547495231024 0.009813813152959483 0.0054214706144932725 0.011656648790449253 0.0090593970283236978 0.0018581967743784844 0.014661831622561298 0.0013258613905122721 0.0037052745026784342 0.020810074682287905 0.0092901023858757981 0.015681275073802681 0.0037385620089480653 0.010690436427466921 0.0080070622170751449 0.0047296259363065474
leaf_count=18 96 64 105 80 89 34 35 45 34 24 20 19 550 23 1 30 68 27 111 18 64 6 22 1389 19 35 10 23 20 42
internal_value=0 0.00127143 0.000257978 -0.000201545 -0.000328025 -0.000233838 -0.000130153 -4.55768e-05 -0.000135614 0.0015136 -0.000155167 -0.000208074 -0.000607419 0.000139237 -0.00151032 0.00049872 5.80023e-05 -0.000345377 0.000348774 -0.0020589 0.00108765 -0.00174366 -0.000692094 -0.00281311 -0.00149706 -0.000304315 2.6451e-05 -0.000792714 0.00133768 -9.26257e-05
internal_weight=0 0.0211476 0.0142145 0.195875 0.182422 0.17782 0.171553 0.167462 0.163786 0.0134524 0.0074044 0.160943 0.102838 0.0562895 0.0465486 0.0581045 0.0482907 0.0426575 0.0310009 0.00727967 0.0237212 0.0446483 0.0225123 0.0221359 0.018807 0.0484413 0.042847 0.0263717 0.0164753 0.00846819
internal_count=3121 265 169 2856 2732 2643 2609 2574 2529 124 44 2511 2159 172 1987 352 322 288 261 86 175 1986 591 1395 569 153 130 58 72 52
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=1456 375 124 151 1456 2 456 0 3 2 2 41 0 3 15 12 42 49 38 1 12 3 1 160 457 133 16 1374 3 42
split_gain=0.00245042 0.00249456 0.00321826 0.00299442 0.00271775 0.00284252 0.00341204 0.00343231 0.00314611 0.00408715 0.00461692 0.00285999 0.00292983 0.00328412 0.00370855 0.00478989 0.00368744 0.003182 0.00264806 0.00275205 0.00251676 0.00273007 0.00435429 0.00249218 0.00323728 0.00325623 0.00423785 0.0040236 0.00245494 0.0028342
threshold=-1.0000000180025095e-35 0.087420000000000012 -1.0000000180025095e-35 -0.40381499999999992 1.0000000180025095e-35 0.11448000000000001 0.085215000000000013 -0.23194499999999998 0.13524500000000003 0.11215000000000001 0.10613000000000002 0.079885000000000025 0.15398500000000004 -0.097604999999999983 0.079055000000000014 0.12477500000000001 0.091295000000000015 1.0000000180025095e-35 0.082490000000000022 0.099400000000000002 0.11527000000000001 -0.11255999999999998 0.10439500000000002 -0.089974999999999986 -0.0029299999999999994 -1.0000000180025095e-35 -0.083539999999999989 -0.094929999999999987 0.10299500000000002 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 -5 9 10 11 12 13 14 15 -9 -16 23 19 -2 21 -7 -23 -15 -25 -26 27 -27 29 -28
right_child=1 -3 3 4 -6 20 -8 8 -10 -11 -12 -13 -14 17 16 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0023358144004997157 0.00072250750855163402 -0.003322505843808948 -0.0034748152037449012 0.0031396785615374718 -0.0038110074070177189 0.0034371688573921555 -0.0034551642600521969 0.0024787002054013048 0.0017359302497952783 -0.0029194790933661807 0.0021339979475630132 -0.0029029368860797426 -0.0023567175423303455 -0.0026761119732362508 -0.003812476671704125 -0.0019621231458738881 0.0020113707008515488 -0.0038117158240162227 -0.002850119328037584 0.0038114628626943099 -0.0023065222670772007 -0.0038116019071875664 0.0014420302475701243 -0.0037310274542818106 -0.0022739991030508626 -0.00075902503166886542 -0.0021436131997595973 0.0030427903405915594 0.0020244317547011767 0.0027221797155213821
leaf_weight=0.0066088402915909219 0.0099014465108666627 0.0031859503211535403 0.0036990425487033454 0.0046765638837769066 0.0026897366570324257 0.0074659406293449129 0.0044599880595228561 0.019340599050963185 0.011364000658431905 0.0084340717257873621 0.011362033844079633 0.006350297133053572 0.0088047908128316976 0.0058795410781442561 0.0040674872546446741 0.0043128714460181064 0.0025796130241815263 0.0041317454672906697 0.0017829189305871287 0.0072569589915474344 0.0028181845382562179 0.0026512191858500947 0.016837913577674612 0.0032174104289879315 0.0064206861073330393 0.0057729546606424256 0.011809259045350025 0.013478523908545981 0.0038156147302288437 0.0020380218880404763
leaf_count=288 52 32 58 28 266 51 76 109 51 43 106 68 21 144 71 6 13 180 15 172 58 77 152 41 480 11 251 92 17 92
internal_value=0 2.23155e-05 7.62942e-05 -8.2195e-05 -1.03933e-05 4.90099e-05 -0.000174982 -6.88603e-05 -0.000181527 -0.000360404 -0.000170043 -0.000426647 -0.000262277 -4.99788e-05 0.000962309 0.00166898 -0.00155235 -0.00059225 0.00156969 0.00202895 0.00111969 0.00147791 0.000727348 -0.00033855 -4.33177e-05 0.000230476 0.000666091 0.00190274 -0.000681778 -0.00142747
internal_weight=0 0.200605 0.197419 0.178478 0.174779 0.172089 0.142316 0.137856 0.13318 0.121816 0.113381 0.102019 0.0956691 0.0868643 0.0303006 0.0236535 0.0066471 0.0565638 0.0189413 0.0171584 0.0297733 0.0269551 0.0194891 0.052432 0.0465525 0.0433351 0.0369144 0.0192515 0.0176629 0.0138473
internal_count=3121 2833 2801 2562 2504 2238 1900 1824 1796 1745 1702 1596 1528 1507 199 115 84 1308 239 224 338 280 229 1128 984 943 463 103 360 343
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 4 133 2 4 133 146 47 48 4 50 128 148 160 51 0 151 15 157 1 151 41 160 13 15 52 0
split_gain=0.00240159 0.00329824 0.00311872 0.00392538 0.00329172 0.00309742 0.00343765 0.00456755 0.00311647 0.00284317 0.00337034 0.00287847 0.00409182 0.0032127 0.00321144 0.00317407 0.00326961 0.00327442 0.00285629 0.00248693 0.00361676 0.0037392 0.0030369 0.00311252 0.00237663 0.00271317 0.00268059 0.00305855 0.00301654 0.00237282
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.083854999999999985 0.10622000000000002 0.11093500000000002 -0.49405499999999997 0.083950000000000011 0.12035500000000002 0.086785000000000015 0.12879500000000002 -0.17966999999999997 0.11644500000000001 0.086435000000000012 -0.080634999999999984 -0.51146999999999987 -0.076794999999999988 -0.14794999999999997 -0.078754999999999978 -1.0000000180025095e-35 -0.080544999999999992 0.083135000000000014 -0.081154999999999991 1.0000000180025095e-35 -0.090969999999999981 -0.49353499999999995 0.079055000000000014 0.091275000000000009 0.22582000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 24 10 11 12 -2 14 15 -14 -17 18 -18 22 -21 -22 23 -6 25 -9 -27 -28 -29 -23
right_child=9 2 3 4 19 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 20 21 29 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0038119013275568488 -0.0032539396843856445 -0.0038134749593818616 0.0022519792292916016 -0.0023010218093837071 -0.0032042589447890124 -0.0038124496082234025 0.0033833436834949703 -0.0038116479976649151 0.0034664392866627014 -0.003652245978125183 -0.000412023317895759 -0.0010856410195340656 -0.0011019329545678812 -0.0021535765136623925 -0.0020057288185635564 -0.0038121463473683448 -0.0028794851213123415 0.0030996504157317193 0.0023231412551031091 -0.0038111042203568687 0.0036879776122984943 -0.0019974853884830038 0.0022086655496574093 0.0034796077100537701 -0.0038120186813007666 -0.0038131007648028606 0.0027808338526630213 -0.0038120783709745449 0.0036974220044921229 0.0038125596507182845
leaf_weight=0.0041460485479944955 0.0026711189361492407 0.0035969452006270322 0.0085939689884071413 0.0085134139208093949 0.0045335479835557635 0.0025023159275718845 0.0053901028013569876 0.0017605930195259125 0.0054967208504876899 0.0025123200393863945 0.039719615775709372 0.0081999170097333263 0.0040916954612839609 0.0031266251691022253 0.0029607388591443842 0.0011851445593720191 0.0026860227079623655 0.032441657789064493 0.0035665607560986237 0.0093802935187596859 0.0022699210239807135 0.013690663668540992 0.0056366223683426142 0.0013021239598458578 0.0019212465930422687 0.0014090507174842016 0.010037173981572788 0.0023653944853379008 0.0011563307886035545 0.0011027958244085321
leaf_count=397 97 38 29 54 98 79 10 22 18 4 233 24 21 41 30 12 10 432 39 488 8 655 45 6 23 2 23 174 7 2
internal_value=0 -0.000488482 -0.000336494 -0.000192844 -0.000460605 0.000294034 0.000564092 9.88105e-05 0.000944927 0.00035164 0.000451581 0.00101456 0.00134116 0.00158636 0.00183551 0.00209416 0.00242208 0.00261303 8.81655e-05 -0.00126772 -0.00191049 -0.000865655 0.000213875 -0.00171288 0.000201753 0.000662728 0.00118902 0.00170885 -0.00134639 -0.00156437
internal_weight=0 0.0948053 0.0906592 0.0870623 0.0784683 0.0405523 0.03805 0.0326599 0.0241465 0.103161 0.100649 0.0609295 0.0527296 0.0500584 0.0469318 0.0439711 0.0398794 0.0386942 0.00625258 0.037916 0.0264437 0.0170634 0.0114723 0.00583567 0.0186498 0.0167285 0.0149679 0.0135589 0.00352173 0.0147935
internal_count=3121 2178 1781 1743 1714 412 333 323 269 943 939 706 682 585 544 514 493 481 49 1302 1153 665 149 104 251 228 206 204 181 657
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=15 50 474 146 150 11 159 0 403 49 42 1 475 49 52 480 1 13 15 13 43 43 474 47 0 47 13 150 4 1
split_gain=0.011286 0.0116472 0.0122525 0.0123518 0.0105338 0.0109208 0.0107037 0.0119022 0.00971005 0.012445 0.0120138 0.0111927 0.00939843 0.0092075 0.00900959 0.00910961 0.00891373 0.0132997 0.0086022 0.0107107 0.0100591 0.0108946 0.00886927 0.00954169 0.00957903 0.0128057 0.0082703 0.00811074 0.00997854 0.0127065
threshold=-0.24436499999999997 0.11843500000000001 -1.0000000180025095e-35 0.12035500000000002 0.081835000000000019 0.08776500000000001 0.10395500000000001 -0.0058249999999999994 -1.0000000180025095e-35 -0.006494999999999999 0.10194000000000002 0.11634000000000001 -0.086424999999999988 0.0034800000000000005 -0.43320999999999993 0.085075000000000026 0.08592000000000001 0.073000000000000023 -0.21699999999999997 -0.14179999999999995 -0.073959999999999984 -0.27207999999999993 0.084660000000000027 0.14029000000000003 -0.10151999999999999 0.092710000000000015 -0.15078499999999997 0.087170000000000011 0.0052350000000000009 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 14 -10 -2 -9 -11 18 17 26 -16 -20 21 -21 23 24 25 -22 -6 -18 29 -29
right_child=4 -3 3 -5 16 -7 -8 13 9 10 -12 -13 -14 -15 15 -17 27 -19 19 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012493162197105584 0.0011732885196261502 -0.00076561617512664669 0.0010491761596015648 -0.0010985487980648366 0.0012449124998610351 -0.001191641510182539 -0.001107948227112007 5.7504505605866687e-05 -0.0010260558520848438 -0.0012440118131787103 -0.0010724888208988137 0.00031851335469915788 -0.0012439904324116958 0.00097477553413611944 -0.0010820733275496881 -0.0012441756569394882 0.0010008371820159324 0.0012086337688708036 0.0010084235949790544 -0.00043637664716582146 0.00022450073087346603 0.0007223772123792204 0.0009479308065693979 0.0010796379072311453 -0.0012441726740884881 -0.0012450221822916338 -0.0012443321089553037 -0.0012449685413312803 0.00042690859402760476 0.00051771833047980261
leaf_weight=0.0046790195629000655 0.0027954319157288401 0.010302839320502244 0.045670577130636048 0.0045529705821536473 0.002339203958399593 0.016411379245937496 0.017515229929585985 0.07785945708633335 0.040614986770606265 0.007994530521955312 0.015984102904212705 0.012524146130544977 0.02253009066055256 0.021617733716766452 0.008232201172177156 0.0074430265327691805 0.023019332332296472 0.0056663458708499084 0.023018827169835276 0.016492636550083262 0.032597930453448498 0.052416886882838298 0.0091589079765981296 0.006528358004288747 0.018814027665996491 0.012756568637996679 0.017519223985459575 0.014607946604883182 0.067938227269223717 0.011148841344038374
leaf_count=1 6 21 229 2 2 82 173 113 198 137 106 19 694 34 35 120 58 6 52 38 56 227 13 5 342 21 125 45 100 61
internal_value=0 0.000447528 0.000675182 0.000854476 -9.87953e-05 -0.000197166 -0.000157056 -0.000114282 -0.000241629 -0.000171223 -3.60268e-05 -0.00070916 -0.000977171 0.00025684 4.87345e-05 0.000103866 0.000193958 -0.000471663 0.000159603 0.000219106 9.69728e-05 0.000445044 -0.000203386 -0.000352542 -0.000498248 -0.000188823 -0.000951114 0.000339526 0.000177053 -0.000481988
internal_weight=0 0.0652054 0.0549026 0.0502235 0.565546 0.423306 0.406895 0.38938 0.289903 0.264577 0.211438 0.0531391 0.0253255 0.0994772 0.195454 0.187459 0.142239 0.0255248 0.180016 0.171784 0.148765 0.0689095 0.0798558 0.0706969 0.0641685 0.0453545 0.0198584 0.116714 0.093695 0.0257568
internal_count=3121 253 232 231 2868 2471 2389 2216 2069 1369 1152 217 700 147 1046 909 397 133 789 754 702 265 437 424 419 77 127 264 206 106
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=31 39 52 1 14 159 47 44 1 157 48 0 12 160 16 42 133 158 52 52 12 3 3 1374 0 133 0 0 16 16
split_gain=0.00236973 0.00238813 0.00269786 0.00268507 0.00325864 0.00318268 0.00296481 0.00342682 0.0033849 0.00294668 0.00593964 0.00337308 0.00279521 0.00384973 0.00393865 0.00327942 0.00332539 0.00264752 0.00300034 0.00398554 0.00433618 0.00618595 0.00282396 0.00276265 0.00333036 0.00257489 0.0025676 0.00398228 0.00269575 0.00349877
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.13686500000000004 0.076175000000000007 -1.0000000180025095e-35 0.11893500000000001 1.0000000180025095e-35 0.098220000000000016 -0.06266999999999999 0.12879500000000002 -0.18113999999999997 -0.054684999999999991 -1.0000000180025095e-35 -0.5315899999999999 -0.11051499999999999 -0.0084449999999999994 0.084765000000000021 0.11434500000000002 0.10744000000000002 0.098810000000000023 0.10299500000000002 -0.15327499999999997 -0.094929999999999987 -0.23091999999999999 0.099660000000000012 -0.071924999999999989 -0.12333499999999999 -0.083539999999999989 -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=-1 2 -2 4 6 -5 7 8 17 -10 11 -11 -13 -14 -15 -16 -17 18 19 20 21 23 -20 -4 -25 26 27 -26 29 -29
right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 12 13 14 15 16 -18 -19 22 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0040460564573124936 -0.001876704880285323 0.004046089232662419 -0.0031881625866881087 -0.0038403234018398427 -0.0034335118613865543 0.0029744536714521826 -0.002323776675609198 -0.0036163827289830554 0.0036782034194051314 0.0031696569257377437 -0.0039768782868007183 0.0029932698302426661 -0.0032343167985938973 -0.0026002272332743864 -0.002621048247919853 -0.0017036107359190982 0.0029762920815761479 -0.0029363799782767641 0.0020130684395578821 0.0039271102040091205 -0.0038514762412676499 0.0039000720027053369 -0.0036132263209745618 0.0036353275187653833 0.00068006677400357077 -0.0039581413970516555 0.00095028539374029605 -0.0025080076025200231 -0.0040442636193357079 0.0040332897054008807
leaf_weight=0.0022798276942808107 0.013725404405619201 0.0022437054172428353 0.0047243383242516748 0.001294340821004881 0.0047588784368031148 0.0083458782291643274 0.0087728954562180661 0.0039639194646952083 0.0059219792814246821 0.0099036891722334985 0.004139435368415433 0.0060985252893601674 0.0050338523952859751 0.0048813100024744883 0.0027642595923680303 0.0030290873146441291 0.013761783572022075 0.0057575671171576906 0.0018675323199204286 0.0043031295050752752 0.0046605793697125355 0.0066039744306181083 0.0066627361343662983 0.0039019552132231105 0.013585357425426981 0.0028727857988570795 0.023686728805628849 0.0042181313786215924 0.0074812298441457965 0.0019574447498200602
leaf_count=86 361 21 39 8 82 114 65 32 55 50 8 100 57 15 7 22 86 207 8 35 149 16 297 11 47 196 102 340 500 5
internal_value=0 -0.000101077 -0.000150394 -1.49617e-05 -0.000135932 0.00205947 -3.81907e-05 9.39152e-05 0.000193412 0.000982209 0.000660399 0.00108254 0.000501405 -1.42565e-05 0.000649069 0.00146015 0.00213203 -0.000281267 -0.000104591 0.000144426 -7.64559e-05 0.000178408 -0.00238146 -0.00021529 2.81068e-05 -0.000233506 -2.34077e-05 -0.000870022 -0.002412 -0.000434642
internal_weight=0 0.190922 0.188679 0.174953 0.165313 0.00964022 0.160554 0.151781 0.147817 0.0555339 0.0496119 0.0454725 0.0355688 0.0294703 0.0244364 0.0195551 0.0167909 0.0922835 0.0865259 0.0779957 0.0736925 0.0690319 0.00853027 0.062428 0.0577036 0.0538017 0.0509289 0.0272422 0.0136568 0.00617558
internal_count=3121 3035 3014 2653 2531 122 2449 2384 2352 400 345 337 287 187 130 115 108 1952 1745 1440 1405 1256 305 1240 1201 1190 994 892 845 345
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=1 0 3 1 16 4 4 52 3 1446 2 147 124 38 151 133 151 151 132 15 15 2 2 3 3 11 48 47 52 43
split_gain=0.0161766 0.0141124 0.0159276 0.0130842 0.0155421 0.0151834 0.0143803 0.0123485 0.0112382 0.0111737 0.0116382 0.0113623 0.0116338 0.0161605 0.01084 0.00992226 0.00836257 0.00798733 0.00779545 0.00763668 0.0108443 0.00999415 0.0189209 0.0161407 0.0142428 0.0107683 0.00684652 0.00771565 0.00638093 0.00701307
threshold=0.094090000000000021 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 -0.095564999999999983 -0.083854999999999985 0.033845000000000007 -0.43320999999999993 -0.084074999999999997 0.091555000000000011 0.14753000000000002 -1.0000000180025095e-35 -0.072314999999999977 0.10386000000000002 -0.086654999999999982 0.10622000000000002 -0.27559499999999998 -0.024429999999999997 0.081465000000000024 0.035560000000000008 0.17980000000000004 0.090790000000000023 0.11215000000000001 0.11296500000000002 0.13524500000000003 0.087575000000000014 0.087555000000000008 0.13206500000000002 0.13796000000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 14 -2 -1 10 11 -9 13 -13 -6 18 -14 -4 -3 21 -21 26 -23 25 -25 -24 27 28 29 -18
right_child=7 15 17 4 6 -7 -8 9 -10 -11 -12 12 16 -15 -16 -17 19 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012435941933681047 -0.0012439331726549717 6.8848928566129887e-05 0.00090354747029133885 0.00057646283337186503 0.00044695612340756209 -0.0012441780030269015 0.00058054294600919402 -0.0012461981614855795 0.0012526013124607512 -0.0011867387520358823 0.0011136572180764843 0.0012442895921225168 -0.0010890469490532422 -0.0012455308830588774 -0.0012009397338797656 -0.00097142149760567084 0.00095659576562143905 -0.00018901738898187542 0.0010365120024373622 -0.00090202442145003001 0.00048301697239350546 0.0010936441106662728 0.0012066971490321901 -0.001032724711416083 0.00028242253625996037 -0.00046112673381404676 -0.00085185449005459259 -0.00070415780940818779 -0.00056283392370602952 8.8671938758704444e-05
leaf_weight=0.0045285993279549075 0.009580214300967782 0.11286207243847457 0.016525884886505082 0.023310619570793278 0.0073328344460605868 0.062974138596359808 0.012135365616813942 0.0086017252178862691 0.0072580091655254364 0.0089259430901620362 0.021254908160585728 0.028769247260015618 0.0085780254667042755 0.0046873191313352427 0.038984869354067087 0.012746942166927511 0.022965145348052829 0.027664367687975755 0.014528989475365961 0.022674022607588995 0.014222914327547187 0.047669821047747973 0.024486397451255471 0.0235628793889191 0.027699269461209042 0.0079218679165933281 0.014137130030576373 0.015995306988770608 0.012470925204070227 0.038570203534163738
leaf_count=256 119 176 11 75 24 1168 14 5 1 29 109 155 17 5 333 44 41 37 27 93 16 67 64 14 57 18 20 17 33 76
internal_value=0 -0.00022825 -0.000439663 -0.000625778 -0.00028201 -0.00100175 -0.000624363 0.00014901 0.000293524 0.000186793 0.000222405 0.000163758 0.000202332 0.000895462 -0.000940051 7.45497e-05 0.000119793 0.00021957 0.000179211 0.000157864 -0.000368123 0.00024028 0.000468382 0.00011215 -0.000322091 0.000799015 -4.74041e-05 7.89561e-05 0.000248214 0.000412583
internal_weight=0 0.340853 0.200715 0.156524 0.0817637 0.0747607 0.0584531 0.362773 0.0117866 0.353193 0.344267 0.323012 0.31441 0.0334566 0.0463177 0.140138 0.280954 0.0441903 0.127391 0.272376 0.0368969 0.235479 0.13134 0.0836704 0.0512621 0.0324083 0.104139 0.0900016 0.0740063 0.0615353
internal_count=3121 2166 1919 1871 446 1425 371 955 257 836 807 698 693 160 357 247 533 48 203 516 109 407 220 153 71 82 187 167 150 117
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=31 39 42 376 4 43 160 1373 147 447 2 1452 12 1 41 150 52 474 0 3 1 4 3 13 11 4 48 48 0 130
split_gain=0.00220616 0.00219856 0.00250167 0.00262548 0.00257835 0.00335928 0.00252083 0.00253745 0.00251488 0.00263693 0.00290968 0.00290481 0.00281629 0.00270274 0.00266413 0.00286188 0.00281397 0.00310814 0.00246074 0.00244463 0.0029306 0.00409944 0.00387144 0.00312056 0.00307388 0.00258099 0.00333025 0.00316404 0.00245848 0.00240438
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 0.099250000000000019 -1.0000000180025095e-35 0.089095000000000021 0.089775000000000008 0.081315000000000012 0.11527000000000001 0.13075500000000004 0.076195000000000013 0.08882000000000001 -0.092399999999999982 0.084660000000000027 -0.053834999999999994 -0.52915999999999996 0.080000000000000016 -0.076779999999999987 0.10542000000000001 -0.50061499999999992 0.081790000000000015 0.033845000000000007 0.12230500000000001 0.094195000000000015 -0.21861499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 -6 8 -8 10 13 12 19 14 15 16 -10 29 -15 -12 21 -21 24 -23 -22 27 28 -24 -27 -18
right_child=1 -3 3 -5 6 -7 7 -9 9 -11 11 -13 -14 18 -16 -17 17 -19 -20 20 22 23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0031275927797929097 -0.0031272986032925506 0.003127601446509626 0.00085307194630654848 0.0021871056455318753 -0.0024226050108069647 -0.003018452407653343 -0.0031272700189972158 -0.0031274337309445703 -0.0026665019086635853 0.0022431121338860804 0.0031276484018522496 -0.0031271777875560101 -0.0030946110329555594 0.002851992137918299 -0.0031276044699869833 -0.0031277289123123669 -0.0026834229515850937 0.0021115774646001725 -0.00039289726026009344 0.00090900023804385728 0.0020529613672270576 0.0015050905067531429 -0.0011621905720405154 -0.0022953385135364981 -0.00060568509014681559 0.0025536241212088086 -0.0027953550749943911 0.0021718180155242974 -0.00087933432730560195 -0.00010112190363993951
leaf_weight=0.0021261320863032998 0.002647592191920011 0.0020715522173304626 0.0033290277642663568 0.0049134772500565296 0.0042226734920447475 0.0063997272694393814 0.0023651298117783872 0.0024590963219566211 0.0044845331137537406 0.0055166362429872598 0.0034997663401554737 0.0022332685228789719 0.0021006477861220665 0.0041550669099024162 0.0042887155417474778 0.0038732999421142713 0.0040092391095356552 0.0055609815949324562 0.0050697273195510206 0.012202453556739098 0.025645724246089685 0.0026019868364528529 0.0042057055291024889 0.01118988760590867 0.005093043842066435 0.0030613415956395338 0.0055801496209824117 0.0082120887707333168 0.006099440841694558 0.029057255776969271
leaf_count=86 18 21 7 49 227 136 19 21 172 71 12 68 76 19 51 88 183 69 27 93 164 7 30 428 66 16 20 35 51 791
internal_value=0 -7.469e-05 -0.000110728 -6.6707e-05 -0.000129444 -0.00169368 -3.82017e-05 2.37338e-05 7.21331e-05 0.000120104 4.3166e-05 0.000394143 0.000482018 -0.00048897 -0.000769209 -0.000553939 -0.000322703 -5.05952e-05 0.00106868 0.00056799 0.000461207 -0.000410717 0.000852676 -0.00157835 0.00161246 -7.25735e-06 -0.000891696 0.00104264 0.000267888 -0.00041422
internal_weight=0 0.186149 0.184078 0.18143 0.176517 0.00972876 0.166788 0.162565 0.160106 0.157741 0.152224 0.0917255 0.0894922 0.0604988 0.051274 0.0469853 0.043112 0.0386275 0.00922479 0.0873916 0.0838918 0.0259943 0.0578975 0.0137919 0.0307388 0.0271587 0.0147409 0.0124178 0.00916078 0.0330665
internal_count=3121 3035 3014 2996 2947 143 2804 2577 2556 2537 2466 1066 998 1400 1354 1303 1215 1043 46 922 910 528 382 435 230 152 87 65 67 974
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=4 11 48 150 160 1456 403 2 12 157 50 403 47 12 14 3 376 47 160 42 52 2 12 49 43 16 42 1 4 15
split_gain=0.0102869 0.0101967 0.0100868 0.00857877 0.0124763 0.0105596 0.00920075 0.00851786 0.00850096 0.00836983 0.00814739 0.0116087 0.00875635 0.00888679 0.00912279 0.00880751 0.00927048 0.00822872 0.00890232 0.0119382 0.00790977 0.0111779 0.00641984 0.00667733 0.00640056 0.00835355 0.00714237 0.00889811 0.00870183 0.0100045
threshold=0.27834500000000006 0.080455000000000013 0.12933000000000003 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -0.092474999999999988 -0.18970999999999996 -1.0000000180025095e-35 0.089050000000000018 0.13303500000000004 0.090990000000000015 0.13148500000000005 -0.14757499999999998 0.08840000000000002 0.30112000000000005 0.048375000000000008 0.11312500000000002 -0.081069999999999989 -1.0000000180025095e-35 -0.088204999999999992 0.11747 -0.040564999999999997 -0.031119999999999998 -0.15582499999999996 0.22339500000000004 0.090395000000000017 0.10920500000000001 -0.080924999999999983 -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 3 22 -1 8 -6 -7 -3 -5 10 11 12 13 -8 15 16 17 18 -15 -20 21 -21 -2 -24 -22 26 28 -28 -26 -30
right_child=2 7 -4 4 5 6 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 24 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.001084828713539665 0.0013693830620063628 0.0012221920304404219 -0.0011021464135103571 0.00053641818138510571 -0.0014011113043707177 -0.0014006877590343036 -0.0012062938152079508 -0.0014013776174586871 -0.0012613265506571053 -0.0012162023954171309 0.0013405395367091098 -0.001325441944569904 -0.00085382542827350098 0.00081179610163836715 -0.0012626688998666595 0.0014012283329494413 0.00093997665131379752 0.00098072571772235898 -0.0011612535492059603 -0.00096651908029421463 0.00087070839744834299 0.0011840477210948103 0.0010211837184005885 8.3252532195778395e-05 0.00075597196722985603 -0.0014028014952276559 -0.0014016074840289929 0.0011293225659123952 0.0003460809121970151 -0.00055757294118886544
leaf_weight=0.011887834731169278 0.014141211252990615 0.0027799192666861918 0.0083890357454947662 0.0063197803940511213 0.011070840565082563 0.0091720252535765212 0.0096434654706172296 0.019092759909426604 0.02805260496648998 0.010476648430540081 0.00939265812053236 0.012162486367515157 0.019200548066464762 0.024700134034560506 0.0086320850805350346 0.011466637997727958 0.026668078366355985 0.018405511570563249 0.018201275682827145 0.028080917960892293 0.020523182286524388 0.0057014632425307346 0.020509316350853624 0.054263337337715711 0.040554544715405427 0.0074969507609239363 0.011545390770038466 0.003564988119251212 0.060517695685462058 0.039839373084305407
leaf_count=15 151 5 17 17 190 331 18 134 369 75 30 214 24 138 23 48 83 42 372 174 25 18 52 120 66 15 137 10 106 102
internal_value=0 -0.000134095 0.000365664 -8.90334e-05 -0.000120649 -5.22328e-05 -1.45175e-05 -0.00106793 -0.000930789 1.83544e-05 5.27262e-05 1.97585e-05 6.58793e-05 0.000118507 0.000157709 0.000196354 0.000151174 7.58125e-05 1.19316e-05 -7.17743e-05 1.92619e-05 -0.000603567 0.000504152 0.000340517 0.000133587 4.10713e-05 0.00011045 -0.000804486 0.000208562 -1.26482e-05
internal_weight=0 0.47515 0.0973029 0.453277 0.441389 0.407017 0.395946 0.0218727 0.0343724 0.386774 0.376297 0.366905 0.354742 0.335542 0.325898 0.317266 0.3058 0.279131 0.260726 0.236026 0.217825 0.0337824 0.0889139 0.0747727 0.184042 0.163519 0.156022 0.0151104 0.140912 0.100357
internal_count=3121 2781 340 2642 2627 2241 2051 139 386 1720 1645 1615 1401 1377 1359 1336 1288 1205 1163 1025 653 192 323 172 461 436 421 147 274 208
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=45 14 123 3 42 376 374 1365 13 2 1 124 480 52 1373 148 484 40 42 455 13 15 151 42 15 43 43 4 160 50
split_gain=0.00218757 0.00297037 0.00231472 0.0028228 0.00273975 0.00271462 0.00255499 0.00249505 0.00235486 0.00230421 0.00301491 0.00224012 0.00276046 0.00239859 0.00234563 0.0023415 0.00323308 0.00252688 0.00260837 0.00301726 0.00269079 0.00336001 0.00242367 0.00239639 0.00274268 0.00316084 0.00225254 0.00329539 0.0024036 0.00264357
threshold=-0.080359999999999987 0.062655000000000016 1.0000000180025095e-35 0.20828500000000003 -0.088934999999999986 0.049360000000000008 0.086450000000000013 1.0000000180025095e-35 -0.53104499999999988 0.13712500000000002 0.13265500000000002 0.14970500000000003 1.0000000180025095e-35 -0.24164999999999998 0.099250000000000019 -0.043434999999999994 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.086005000000000012 0.41383500000000001 0.19724500000000003 -0.084129999999999996 0.090310000000000015 0.084050000000000014 0.08845500000000002 -0.20207499999999998 -0.49405499999999997 -0.098904999999999979 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 2 3 7 -4 6 -6 8 -2 -5 -11 12 13 -10 15 22 -17 -18 19 23 21 -20 -15 24 26 -26 -19 -28 -29 -30
right_child=1 -3 4 9 5 -7 -8 -9 11 10 -12 -13 -14 14 -16 16 17 18 20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.003385650591917682 -0.0033855010087465113 -0.0026045926596739151 -0.0018513082917456911 0.003384484260300029 -0.00092101131850476055 0.0032902904432980913 0.0033843294297576619 -0.0030840560318824966 -0.0016345194305495451 -0.0033696540136083923 0.0033841374762581975 0.0025985077350465986 -0.0031485634710872214 -0.00061818124685948824 -0.003385109100672236 -0.002502106203265199 -0.0031058593271118926 0.0024672167995952177 -0.0024709746523309344 -0.0033851796302093911 0.0033879765286888098 0.0024414583001486656 0.0029108041922273637 0.0029913407076162116 -0.002893408510780585 0.0017408859005005647 -0.0033851105557868928 -0.0018101076832752517 0.00048160667518874734 0.0030621694924490603
leaf_weight=0.0021078413192299186 0.0025624208315093702 0.0051882161274079399 0.0028757321808257066 0.0045957792819706347 0.0053050629053643661 0.0069477246158129446 0.002246166508797387 0.0034418781561953429 0.010805543578356946 0.0017213610758517461 0.0013502521545802892 0.0034053362069244022 0.003494331077867229 0.0034276167158964199 0.0022676604279183712 0.0058326130608463691 0.0027735323836850503 0.0063642024149999079 0.010361539452262036 0.002392836759781857 0.0013093260349705824 0.001883802338852548 0.0063659441645995685 0.0041013365621154199 0.0057229050021518901 0.0023879584609147742 0.0025831256032233648 0.0047803598638438407 0.060612165634509566 0.0049130539670159115
leaf_count=9 7 100 23 65 59 133 42 57 311 3 48 17 234 50 19 246 58 30 319 23 1 5 43 49 501 72 32 117 435 13
internal_value=0 -8.11827e-05 -7.14616e-06 -0.00013493 0.0011656 0.00176397 0.000359643 -0.00023611 -0.000170033 0.00186809 -0.000400751 -0.000113516 -0.00017838 -0.000103651 2.55017e-05 8.69751e-05 -4.71354e-05 8.28164e-05 0.000165152 0.000365524 -0.0012223 -0.00171525 0.00167571 0.000463647 0.000344983 -0.001529 0.00053677 0.000368215 0.000506117 0.000675096
internal_weight=0 0.18202 0.176832 0.159457 0.0173747 0.014499 0.00755123 0.151789 0.148348 0.00766739 0.00307161 0.145785 0.14238 0.138886 0.12808 0.125812 0.116019 0.110186 0.107413 0.0938579 0.0135547 0.0122453 0.00979356 0.0914651 0.0873638 0.00811086 0.0792529 0.0728887 0.0703056 0.0655252
internal_count=3121 3112 3012 2755 257 234 101 2639 2582 116 51 2575 2558 2324 2013 1994 1901 1655 1597 1272 325 324 93 1249 1200 573 627 597 565 448
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=4 11 48 150 1456 160 403 475 157 4 12 1213 50 47 12 403 42 39 158 3 3 49 133 1373 0 52 49 49 0 4
split_gain=0.0116433 0.0129774 0.0100941 0.00806139 0.0127102 0.00900453 0.00845015 0.00857221 0.00750288 0.00740265 0.00843887 0.00735834 0.00666873 0.00831225 0.00846169 0.00877942 0.0075915 0.00833078 0.00875215 0.00771446 0.00870019 0.00692785 0.0072005 0.00752154 0.00768812 0.0132709 0.00936611 0.0077245 0.00740999 0.00678421
threshold=0.27834500000000006 0.080455000000000013 0.12933000000000003 -0.22665999999999997 -1.0000000180025095e-35 -0.091944999999999985 -0.083259999999999987 -0.086424999999999988 0.089050000000000018 -0.5956499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13159000000000001 0.13148500000000005 -0.14757499999999998 0.090990000000000015 -0.11466499999999999 0.056590000000000008 0.085900000000000018 -0.10023499999999998 0.31299000000000005 -0.090734999999999982 -0.088004999999999986 0.089490000000000014 -0.10607499999999999 -0.0064899999999999992 1.0000000180025095e-35 -0.047584999999999995 -0.084044999999999995 -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 3 -2 -1 -5 9 7 -7 11 -6 -11 -8 13 14 -13 16 -16 18 19 -18 21 -21 -23 24 25 27 28 -24 -26 -30
right_child=2 -3 -4 4 5 6 8 -9 -10 10 -12 12 -14 -15 15 -17 17 -19 -20 20 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.00086217043871815164 0.0004487251811408872 -0.00098126317906021849 -0.00088858621982134572 -0.0011269173501536704 0.0011286943013171151 0.0011269361300437462 -0.0011265036638738429 -0.0011267518425541619 -0.00099128444339825999 0.0003803754121433711 -0.0011270062344625044 -0.00096051785239121407 0.0010484326280784044 -0.00079188362746159956 -0.00098794053777209365 -0.0010349303900855996 0.00047780072320713937 0.00072195797985795938 -0.0011280963860521216 -0.00067154039877461368 0.0011270447280872604 -0.00097030020971782406 0.00046544792822583443 -0.0011278157233158067 -0.00057989307045074935 0.0010559453583416883 -0.0011272965270260802 -0.00040582070017906391 -0.0011280629706790707 0.00045154959349072351
leaf_weight=0.011554857674127561 0.083288749424355046 0.02057923466804823 0.0078321934961422812 0.014514185487712439 0.0027441644633654496 0.0025196820497512809 0.0065421673480727796 0.014232388558014009 0.0088865351698359518 0.0059716438699979326 0.022309837639397756 0.0094177334049163619 0.008774454823992528 0.014118756989091708 0.0072060164485492342 0.0080869907209262237 0.067024535597738577 0.032279649448810233 0.0069853390299385856 0.018593171888937832 0.0087878206154528016 0.0082500710783506293 0.028650589560129447 0.0059836215546056329 0.01663086998792096 0.026160608795180451 0.0099195693831575227 0.02348761365738028 0.0037917611862212644 0.038110446318910363
leaf_count=15 323 139 17 279 2 4 320 438 73 15 280 12 35 19 53 88 78 141 56 61 38 117 27 21 136 23 120 23 6 162
internal_value=0 -0.000107511 0.000333778 -6.58428e-05 -9.13751e-05 -5.43065e-05 -5.99537e-06 -0.000787774 3.06187e-05 -0.000637361 -0.000808722 5.6654e-05 7.92697e-05 5.37696e-05 9.11548e-05 0.00012311 0.000154134 0.000182064 0.000115642 0.00014966 3.29013e-05 -2.06415e-05 5.45348e-05 0.000109892 0.000160358 0.000401382 -0.000115335 7.29522e-05 5.61611e-05 0.000308609
internal_weight=0 0.452114 0.0911209 0.431535 0.41998 0.405466 0.37444 0.0167521 0.357688 0.0310256 0.0282815 0.348802 0.34226 0.333485 0.319366 0.309949 0.301862 0.294656 0.262376 0.255391 0.188366 0.179578 0.160985 0.152735 0.146751 0.0782988 0.0684526 0.0521382 0.0585331 0.0419022
internal_count=3121 2781 340 2642 2627 2348 2051 442 1609 297 295 1536 1216 1181 1162 1150 1062 1009 868 812 734 696 635 518 497 73 424 50 304 168
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=4 11 48 1456 403 3 1213 49 1 133 15 150 52 15 15 16 0 13 15 0 49 452 0 2 42 14 2 1 147 454
split_gain=0.00951782 0.0118888 0.0109113 0.00904574 0.00830502 0.00798158 0.00829918 0.00813762 0.00804902 0.00913529 0.00862587 0.0141832 0.00939752 0.00882728 0.00837455 0.00775834 0.00774458 0.0073793 0.0104931 0.0102611 0.00832911 0.00701825 0.00684035 0.00822033 0.00678347 0.00675948 0.00673002 0.00626893 0.0061134 0.0065757
threshold=0.27834500000000006 0.080455000000000013 0.12933000000000003 -1.0000000180025095e-35 -0.092474999999999988 -0.12018999999999998 -1.0000000180025095e-35 0.0034800000000000005 0.094385000000000011 0.048520000000000008 -0.008624999999999999 0.083095000000000016 0.11434500000000002 0.095175000000000023 -0.090344999999999995 -0.29154999999999992 -0.069824999999999984 -0.084154999999999994 -0.11033999999999998 -0.099059999999999995 -0.0055299999999999993 0.085195000000000007 -0.10151999999999999 0.083995000000000014 -0.088934999999999986 -0.46885499999999997 0.11018500000000002 0.080000000000000016 0.099730000000000027 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 21 -5 7 -7 26 10 15 11 -8 13 22 -13 -10 -16 -17 -19 20 -20 -1 -12 -24 -25 -2 27 -6 29 -27
right_child=2 -3 -4 4 5 6 8 -9 9 -11 12 14 -14 -15 16 17 -18 18 19 -21 -22 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0015166280375991995 -0.00044174276240057715 -0.0012752162032867746 -0.0011987475724728192 -0.0015160763969790905 -0.00059929136043270306 -0.0015164192051962384 -0.0014130901820832607 0.0013879110113820961 -0.00081522523356055733 0.0014631548460949542 0.0011142814683364663 0.00038843306875612806 -0.0015174993716385247 -0.0015173767613139782 -0.0015168022295838346 0.00081644017894813385 0.0013546132449060891 -0.0015104297815722596 0.00010714079542548643 -0.0003850891606085986 0.0013757782980822627 0.0015187600100944661 -0.0013358467371721752 -0.0015174857613247579 0.0005055813318663899 -0.00061052710334299879 0.0011178014673218193 0.00075759858869798506 -0.00016240093372527374 0.0011079955739556381
leaf_weight=0.015195458798871186 0.013393147082524592 0.020333106130237866 0.0090689762982947286 0.0086253848807018585 0.024802537313917128 0.0093269542571192687 0.033658217080756003 0.01662056781242427 0.01982728457369376 0.011629320475776694 0.01910461388524709 0.028081284711333865 0.0082347030328833171 0.0064224747262642259 0.012355670092915716 0.033559029568550613 0.0026147376047447332 0.0096093704451050144 0.02898340892215856 0.043194960579057806 0.020160299563940498 0.0019778630230575791 0.0082314963848375555 0.0042072805607631372 0.040115303376751399 0.0056560707089374765 0.01251936662447406 0.011426773831772152 0.014241783343095449 0.053522568509606572
leaf_count=280 43 139 17 350 43 376 498 21 24 83 19 34 89 50 112 89 3 17 37 147 22 1 102 29 173 7 13 30 21 252
internal_value=0 -0.000142626 0.000383271 -8.91307e-05 -4.43429e-05 -1.29747e-05 -0.000106407 0.000472011 -6.6554e-05 0.000167365 -0.000306124 -0.000675969 2.25624e-05 0.000184982 -9.96813e-05 7.03544e-05 -0.00101528 0.000199932 -3.0092e-06 0.000153863 0.000627576 -0.00116704 0.000337558 5.52011e-05 0.000313544 0.000548536 0.00015974 -0.000171326 0.00072918 0.000943746
internal_weight=0 0.450817 0.0958825 0.430484 0.413311 0.404686 0.339316 0.0653692 0.329989 0.166964 0.163026 0.0767099 0.0863159 0.0780812 0.0430517 0.155334 0.0149704 0.135507 0.101948 0.0923387 0.0491437 0.0171733 0.0716587 0.0525541 0.0443226 0.0868136 0.0487487 0.0362293 0.0734204 0.0591786
internal_count=3121 2781 340 2642 2361 2011 1904 107 1528 419 1109 647 462 373 149 336 115 312 223 206 59 281 323 304 202 323 86 73 280 259
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=4 11 48 474 150 1456 160 376 50 47 47 52 12 128 41 39 133 1373 158 51 148 139 47 403 133 159 42 52 52 0
split_gain=0.00211478 0.00373874 0.00306959 0.00281542 0.00243849 0.00376657 0.00278109 0.00253249 0.00250254 0.00321925 0.00352053 0.00332399 0.0031656 0.00294364 0.00258417 0.00330026 0.00302825 0.00256195 0.00250507 0.00233504 0.00266112 0.00268944 0.00248814 0.00228959 0.00219715 0.00199678 0.00176759 0.00177363 0.0024947 0.0034604
threshold=0.27834500000000006 0.080455000000000013 0.12933000000000003 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.091944999999999985 0.081970000000000015 0.13303500000000004 0.13148500000000005 0.11312500000000002 -0.28430999999999995 -0.12529499999999996 1.0000000180025095e-35 0.078475000000000017 0.090190000000000006 0.10622000000000002 0.10761000000000003 0.085900000000000018 0.11144500000000002 -0.083019999999999983 -0.073429999999999981 0.10589000000000001 0.090990000000000015 -0.030254999999999994 0.080005000000000007 -0.0060199999999999993 0.11434500000000002 0.10611000000000001 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 24 9 10 11 -8 -13 14 15 16 17 18 23 20 -5 -22 -23 25 -7 26 -14 28 29 -28
right_child=2 -3 -4 19 5 6 8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028556390343361326 -0.0036674609238916884 -0.0029849095640218032 -0.0029625771966740938 -0.0016454882076517611 -0.0036632445736490939 0.0015042922738575677 -0.0030036954856685338 0.0021246726612438394 0.00336992575671171 -0.0025196975799331991 0.0026795633227989042 -0.0033195048546826155 -0.0020012772257915791 -0.003663702344785298 -0.0033419294290387837 0.0036641005758625655 -0.0036171832693270268 -0.0036641088783003219 -0.0031853392879401315 -0.0014693909900032522 -0.0025168954203886118 0.0034277802906986709 0.00050455170088077996 -0.0032352407345857272 -0.0036634094184477806 0.002164300810616469 0.00079325987183546313 -0.0017319899235673207 0.0036464398211953409 -0.0025237767247360847
leaf_weight=0.0036440459039113185 0.0015249756870616684 0.0062970657008349909 0.0026277368442606521 0.0026082439471792887 0.0040423647199361304 0.0013197207238420114 0.0048295339911277315 0.0016812040453260133 0.0030027159326380106 0.0065178558514844545 0.0068155763859749632 0.0035093087473114784 0.0037293248807657156 0.0025577302383510405 0.0025285360337647935 0.0040055741048945484 0.0026137273298161281 0.0020544733456517852 0.0024446060152101259 0.0032397909503174551 0.001462317502955556 0.014329285993980534 0.0053690276853330934 0.0020678663300515146 0.0067385652343361349 0.010461774190446249 0.059544965595677013 0.0041757012007224139 0.0037120068600415826 0.0045402665700748903
leaf_count=15 3 139 17 12 279 39 194 11 34 29 51 23 259 151 47 45 272 12 71 16 5 264 23 159 247 144 513 31 7 9
internal_value=0 -0.000221605 0.000825255 0.00117409 -0.000102859 -0.000178307 -7.68497e-05 -0.00196405 6.55108e-05 -1.3169e-05 0.00012344 -3.10393e-05 0.000101958 0.000216927 0.000314353 0.000407408 0.000270589 0.000380171 0.000471803 0.00144745 0.00184503 0.00227527 0.00263102 0.00057313 -0.00281709 0.000664527 0.000457264 0.000584655 0.00072734 0.000558257
internal_weight=0 0.152835 0.0311614 0.0285336 0.146537 0.142893 0.138851 0.00973949 0.129112 0.126109 0.119591 0.112775 0.107946 0.104437 0.101879 0.0993503 0.0953447 0.092731 0.0906765 0.0270087 0.0237689 0.0211606 0.0196983 0.0882319 0.00805829 0.086164 0.0757023 0.0719729 0.0677972 0.0640852
internal_count=3121 2781 340 323 2642 2627 2348 297 2051 2017 1988 1937 1743 1720 1569 1522 1477 1205 1193 320 304 292 287 1122 286 963 819 560 529 522
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=3 123 133 15 45 39 14 15 3 0 2 132 123 3 9 47 3 457 48 1374 16 15 16 43 2 11 150 1 52 12
split_gain=0.0114537 0.00977749 0.00990636 0.0133161 0.00989086 0.00980115 0.00916972 0.00838563 0.00826838 0.0117214 0.0114158 0.0103213 0.00861288 0.00813617 0.00800153 0.00708917 0.00890143 0.0108128 0.0067729 0.00630976 0.00619325 0.00969987 0.00757525 0.00675997 0.00693968 0.0106463 0.00616037 0.00861378 0.00477234 0.00468066
threshold=0.31299000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.024814999999999997 -0.080359999999999987 0.16946000000000003 -0.24175999999999997 -0.49307999999999996 -0.10023499999999998 -0.11437499999999999 0.079055000000000014 0.096085000000000018 -0.043329999999999994 0.14121000000000003 -0.036024999999999995 0.09585500000000001 0.090900000000000009 0.082380000000000009 -0.064549999999999982 -0.26569999999999994 0.042200000000000008 -1.0000000180025095e-35 0.16703000000000004 0.084740000000000024 0.089885000000000007 0.087830000000000005 0.087380000000000013 0.089875000000000024 -0.07167999999999998 -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=1 4 -3 -4 -1 7 -2 -6 11 10 -10 18 -11 14 -14 16 26 28 -9 -19 23 -22 -23 24 -20 -26 27 -12 -18 -5
right_child=6 2 3 29 5 -7 -8 8 9 12 15 -13 13 -15 -16 -17 17 19 20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011967243736953144 -0.00061022061333282688 -0.0008480439440506529 0.0010985493366488185 -0.00094362804330346169 0.0011957565573950221 0.0011966200028154456 0.001195851752004916 0.0005350172479581405 0.00068417141233308924 0.0010298432344329974 -0.00073092419432215568 0.00091975767403882063 0.0011974226649872283 -0.00019929514053175553 -0.00094540947243717892 -0.0010426252535171378 -0.00098202185469086064 -6.6444885863180394e-05 -0.00068220080721264579 0.00097449101499546924 0.00089716266539511809 0.00017158474368170277 -0.00088726487386417397 -0.0010451385380223508 0.00077662850864645624 -0.00088803168991320909 -0.0011469353487540512 0.00062268530571163016 -9.8192821026827428e-05 0.00024267747801251814
leaf_weight=0.0057896882572094901 0.005793173501842829 0.010459360470122192 0.021679289467897433 0.0082952180546271848 0.0047019301823638662 0.0056068742171646582 0.013085660175761404 0.013598849184745632 0.015643212142094853 0.0038386850280858189 0.02193404032232138 0.011240746167459292 0.002537297463277354 0.028297896387812216 0.1311243604954484 0.020450244468520395 0.014594031964406895 0.015599028978613205 0.031517057819428373 0.017820419281633804 0.01237739412135852 0.020879337496808148 0.017946798868706537 0.026895312312262831 0.015141966101055004 0.0086073438960738713 0.02139715742032422 0.0096782101954886457 0.021705764600483235 0.011118468265067349
leaf_count=9 23 30 170 9 26 23 97 35 16 14 69 32 3 32 1977 35 16 13 93 30 33 31 94 35 55 16 15 19 37 34
internal_value=0 -0.000305106 0.000190416 0.000454734 -0.000356307 -0.000374541 0.000641639 -0.00039261 -0.000408078 -0.000517263 -0.000285223 -0.000184042 -0.00073954 -0.000781477 -0.000904732 -0.000391136 -0.000282578 -1.91691e-06 -0.000268467 0.000488619 -0.000350396 -2.41478e-05 -0.000317853 -0.000553716 -0.000314565 0.000173314 -0.000651711 -0.000316512 -0.000453529 -0.000264216
internal_weight=0 0.550476 0.0515523 0.041093 0.498924 0.493134 0.0188788 0.487527 0.482825 0.32462 0.158822 0.158205 0.165798 0.16196 0.133662 0.143179 0.122729 0.0697192 0.146964 0.0334194 0.133365 0.0512035 0.0388261 0.0821617 0.0552664 0.0237493 0.0530094 0.0316123 0.0362998 0.0194137
internal_count=3121 3001 243 213 2758 2749 120 2726 2700 2276 250 424 2026 2012 1980 234 199 96 392 43 357 158 125 199 164 71 103 88 53 43
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1 2 0 0 51 49 150 15 4 3 150 9 1 0 4 52 1375 15 160 13 43 3 2 49 43 13 2 151 457 15
split_gain=0.0120717 0.00993988 0.00968163 0.0109703 0.00938506 0.0114636 0.00833828 0.011738 0.0078967 0.0100384 0.00760578 0.00743705 0.00858635 0.0075327 0.00701681 0.0117343 0.00692712 0.00688774 0.00641348 0.00603142 0.00585661 0.00578682 0.00714448 0.0107176 0.00611559 0.00505062 0.00483662 0.00477947 0.00427675 0.00709315
threshold=0.094385000000000011 0.14753000000000002 -0.060129999999999996 -0.10607499999999999 0.08955500000000001 -0.088694999999999982 0.083095000000000016 -0.008624999999999999 -0.083854999999999985 -0.084074999999999997 0.080470000000000014 -1.0000000180025095e-35 0.10752500000000002 -0.014954999999999998 -0.49405499999999997 0.10347000000000002 -0.43996499999999994 0.079055000000000014 0.085045000000000023 -0.076599999999999988 -0.074359999999999996 -0.52915999999999996 0.10097500000000002 -1.0000000180025095e-35 -0.084794999999999995 -0.17933499999999997 0.083215000000000011 0.10424500000000002 0.091015000000000013 -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 10 3 4 5 -1 7 26 9 -5 11 -2 18 19 15 -4 -12 -9 -13 -14 -21 -16 -23 -24 -25 -19 -7 28 29 -18
right_child=1 -3 14 8 -6 6 -8 17 -10 -11 16 12 13 -15 21 -17 27 25 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012172207063267852 0.0013753856006612302 0.0011807642298700669 -0.0013743898416841095 -0.0013731937866238698 -0.0011111872021673486 0.00051068951385969659 0.0008927480432662562 0.0011139125431053553 -0.0012365457696207681 0.0013779768899470992 -0.00060290112941453506 -0.00076282977734571538 0.00048544996397849657 0.0012760549298565485 0.0013640431307207176 0.00041266217903606625 0.00094478055840405931 0.00057121617167418012 0.00066153073449593794 0.00027738697743596871 -0.00056344403737316475 0.00050364217888438159 0.0013138826570295939 0.00044456228916032927 -0.001375502563999785 -0.0013735077848549433 -0.0013736515105295445 -0.000371838966435839 0.0013468400744804877 -0.00062883331683831923
leaf_weight=0.012212391141474654 0.0064741753272983251 0.016770099833479435 0.01456985209370032 0.0046313513339555357 0.017611115028103086 0.0031629550585421376 0.023124519797875109 0.01370423384651076 0.043950853916271626 0.0054309008046402596 0.0091749167313537328 0.045991249106691612 0.031018116811537766 0.0093393524588236687 0.0083224814497953048 0.013198922118363043 0.018848470103193904 0.0051380005388637073 0.0068448366005213748 0.025009114038766711 0.041555280983629928 0.03967872150860785 0.0051184131443733341 0.0046156441239872939 0.014135806260981099 0.0049341107392137928 0.013632413165282742 0.0069316181136400692 0.019096688091849501 0.0075659008816728593
leaf_count=26 51 112 64 295 40 7 25 16 1378 4 5 230 104 58 9 18 93 8 26 65 106 43 3 26 85 46 85 22 48 23
internal_value=0 0.000160699 -0.000269487 -0.000492779 -0.000208274 1.2052e-06 0.000234812 -0.000140189 -0.000985378 0.000111696 8.56205e-05 -6.70902e-05 -0.000125546 9.81876e-05 6.11326e-05 -0.000524977 0.000497604 0.000480443 -0.000578306 -1.45429e-05 -0.000247533 0.000287587 0.000146612 -0.000446877 -0.000927496 -0.000381462 -0.00101879 0.000690139 0.000851884 0.000494048
internal_weight=0 0.24462 0.247173 0.147533 0.0935197 0.0759086 0.0636962 0.0405717 0.0540131 0.0100623 0.22785 0.166232 0.159758 0.106922 0.0996398 0.0277688 0.0616176 0.0237763 0.0528361 0.0975825 0.0665644 0.0718711 0.0635486 0.0238699 0.0187515 0.0100721 0.0167954 0.0524427 0.0455111 0.0264144
internal_count=3121 943 2178 1930 253 213 187 162 1677 299 831 640 589 333 248 82 191 70 256 275 171 166 157 114 111 54 92 186 164 116
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=1 2 484 1374 0 4 151 15 157 11 133 1 150 146 52 133 2 13 43 48 51 44 47 15 13 14 4 1 47 148
split_gain=0.00216541 0.00285494 0.00283639 0.00294815 0.00311088 0.00295083 0.00291805 0.00287632 0.00342609 0.00281721 0.00297246 0.00281133 0.00296852 0.00245519 0.00251347 0.00249722 0.00239427 0.00227109 0.00238142 0.0021735 0.00565839 0.00388654 0.00295072 0.00371914 0.00318618 0.00297504 0.00282456 0.0025791 0.00237588 0.00216268
threshold=0.094385000000000011 0.14753000000000002 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.076779999999999987 -0.078754999999999978 -1.0000000180025095e-35 -0.080544999999999992 0.080150000000000013 0.10622000000000002 0.083135000000000014 0.087790000000000021 0.12035500000000002 -0.43320999999999993 -0.25159999999999993 0.098260000000000014 -0.39067499999999994 -0.089499999999999982 0.12879500000000002 0.12808000000000003 0.083555000000000018 0.093140000000000014 0.035560000000000008 -0.092094999999999982 -0.46885499999999997 0.23246000000000003 0.11588000000000001 0.13302500000000003 -0.08224999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 9 11 -8 -9 10 16 12 -7 14 -2 -16 -6 -10 -19 21 -21 22 23 25 -24 -17 -25 -26 -29 -27
right_child=1 -3 3 4 5 6 7 8 17 -11 -12 -13 -14 -15 15 19 -18 18 -20 20 -22 -23 24 26 27 29 -28 28 -30 -31
leaf_value=-0.0036636534845386334 -0.003663002867129052 0.0029134859088756149 -0.003665583569359959 0.0019212891077995083 0.00010106053598203814 -0.0036631424289425107 -0.0036631003773457448 0.0035001314067385353 0.0017208842700354692 -0.0036633694338606086 -0.0036641353383011247 0.0020802473998692097 0.001928044233335738 -0.003666059788017931 -0.0033187941581629458 -0.00085510965325125469 0.0021783901602021342 0.0004612926596017908 -0.0036650200042160921 -0.0034989080981799687 0.0015124650153754795 -0.0035155394335309818 0.0019325917415088662 -0.0032788744337437265 -0.0027405802059292887 -0.00091457327016866903 0.00116840133375931 0.0020799507961082853 -0.0016099945089681103 0.0025616729763754029
leaf_weight=0.003584967347528333 0.0021329476658422655 0.0053876056988784162 0.0034248649243977516 0.008344587482042698 0.024018118706010227 0.0034455365894245915 0.0086549301115752542 0.0019751625986828012 0.0020923830197716606 0.0023346181884562603 0.0021796407043268564 0.0056982186178515803 0.0020207354419881085 0.0021850216580787665 0.0024032400788200894 0.004604969299379035 0.010783718274069543 0.0026112820265780119 0.0066636156697299481 0.0059836567293132248 0.0061063506277605484 0.0028026279346704533 0.0067705198716794248 0.003566755816791555 0.0069790359332273502 0.0026063131208502446 0.0041379948688700097 0.0045956571925671597 0.0047699946553620975 0.030410025429986831
leaf_count=397 119 112 38 29 544 75 488 8 6 46 176 44 28 3 27 41 26 39 234 24 28 19 24 79 44 14 14 29 12 354
internal_value=0 0.000323757 -0.000473125 -0.000337359 -0.000196325 -0.000440132 -0.00124478 -0.00201876 -0.000952123 0.000238563 0.00048489 0.000280199 -0.00159623 0.000168824 0.000264184 0.000361884 0.000744743 -0.00172574 -0.00250329 0.00046803 -0.000967793 0.000711687 0.00088479 0.00142785 -0.000180093 0.00190262 -0.000890373 -0.00105524 0.000200635 0.00228726
internal_weight=0 0.0954427 0.0878324 0.0842474 0.0808225 0.072478 0.0331619 0.0219974 0.0133424 0.0393161 0.0369815 0.0111645 0.00546627 0.0900551 0.0878701 0.0857371 0.0348018 0.0113673 0.0092749 0.0833339 0.01209 0.0712439 0.0684413 0.0453261 0.0231152 0.0376213 0.00770475 0.0163447 0.00936565 0.0330163
internal_count=3121 943 2178 1781 1743 1714 922 775 287 792 746 147 103 831 828 709 570 279 273 682 52 630 611 502 109 409 93 85 41 368
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=39 42 123 133 48 12 3 151 1348 484 457 51 13 49 48 2 457 0 13 48 43 160 151 16 484 45 151 133 51 9
split_gain=0.00210655 0.00220697 0.00240587 0.00250441 0.00232085 0.00288755 0.00216456 0.00231637 0.0022849 0.00247734 0.0031936 0.00270361 0.00236794 0.00301665 0.0031052 0.00394889 0.00310588 0.00411126 0.00289845 0.00391148 0.00336234 0.00331599 0.00288623 0.00270982 0.00224204 0.00217851 0.00215082 0.00178919 0.00175554 0.00174622
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.083985000000000018 -0.093619999999999995 0.20828500000000003 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.12766500000000003 0.14780500000000005 -0.53104499999999988 0.10247500000000002 0.12879500000000002 0.113445 -0.0029299999999999994 -0.23051499999999997 -0.084034999999999985 0.092150000000000024 0.084740000000000024 -0.080719999999999986 -1.0000000180025095e-35 0.15273500000000004 0.085655000000000023 -0.080359999999999987 0.055020000000000006 -0.088004999999999986 -0.025879999999999997 -0.036024999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 -5 7 -3 9 10 -9 12 -11 14 15 16 24 -18 19 21 22 -19 -20 -17 -14 -24 29 -23 -15 -27
right_child=-2 2 3 4 -6 -7 -8 8 -10 11 -12 -13 13 28 -16 23 17 18 20 -21 -22 27 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0031896382953960395 0.0031902109395620785 -0.0030105207584462251 -0.0018301390285705365 -0.0017103872212230662 0.0030493819154981672 0.0021776413509114138 0.0015175085180056675 -0.0028078767754071269 0.0028574608717545028 -0.003190108401368962 0.0018178245928614093 -0.0031896219379338739 -0.0031192133045267298 -0.001319289048515568 -0.0031920983324736233 0.0025838498192140534 0.0018775069718149429 -0.0031888236257494244 0.0010922574563236656 -0.0031911502737293099 -0.002833082557460149 -0.0013914265388474706 0.0031905609172726782 -0.0015723243808532959 0.0012278296512718858 0.0031908788263309232 -0.002887049278132181 0.0017130184619945942 0.0021580522301588179 -0.0007825734911789744
leaf_weight=0.0023009745485182967 0.0020160218778642039 0.0030384406687176116 0.0025184663261370579 0.0034764449467274972 0.0063728293612257412 0.0043989056097331058 0.0073494978581152273 0.0073096760048336762 0.0024466708293857655 0.0024266527934742035 0.0019147194326194494 0.0028878670947278797 0.0059661223953924028 0.0017610691927387742 0.0033375621231357391 0.0084454846062840261 0.0095509507045790087 0.0017467960415871167 0.010160426313291282 0.0024890854010379817 0.0067018857273097856 0.0021065613597386337 0.0013511592405848196 0.0019659836278265183 0.001511760345579205 0.0011605052690413223 0.0049939897990043383 0.018127598167154702 0.0091145165029757891 0.036091995036898084
leaf_count=18 23 59 30 23 104 105 116 470 25 7 8 47 72 78 17 108 31 96 75 17 126 104 2 47 34 9 37 169 84 980
internal_value=0 -8.79022e-05 -4.60977e-05 0.00110083 0.0016189 0.000461335 -0.000171004 -0.000255649 -0.000197346 -0.000250308 -0.00184771 -0.000138592 -7.02956e-05 -1.04876e-05 -0.000161387 -7.13709e-05 -0.000262367 -0.000105812 -0.00032885 0.000596996 -0.000703569 0.00102596 -0.000438088 0.00179905 -0.0022404 -0.000794734 -0.000922195 0.00138982 0.00159497 -0.000658791
internal_weight=0 0.173025 0.170724 0.0167666 0.0142482 0.00787535 0.153957 0.146607 0.143569 0.141122 0.0092244 0.131898 0.12901 0.126583 0.115708 0.11237 0.101959 0.094481 0.08493 0.02447 0.06046 0.021981 0.0537581 0.0104115 0.00747788 0.0435976 0.0422465 0.0202342 0.0108756 0.0372525
internal_count=3121 3098 3080 262 232 128 2818 2702 2643 2618 478 2140 2093 2086 1924 1907 1752 1646 1615 386 1229 369 1103 155 106 1028 1026 273 162 989
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=1 2 0 42 49 49 51 124 38 16 39 160 130 151 49 132 457 474 160 131 13 4 1 42 16 43 43 4 484 150
split_gain=0.00752833 0.00732267 0.0071652 0.00626402 0.00719092 0.00651154 0.00681473 0.00549295 0.00800111 0.00600111 0.00681185 0.00537678 0.00515982 0.00496697 0.00750147 0.00614147 0.00644357 0.00539991 0.00495212 0.00550292 0.00494153 0.00583526 0.00434428 0.00429432 0.00434388 0.00426882 0.00721974 0.00536338 0.00410047 0.00521659
threshold=0.091615000000000016 0.14753000000000002 -0.060129999999999996 0.084050000000000014 -0.086009999999999989 0.006170000000000001 0.08955500000000001 -0.043384999999999993 0.10386000000000002 0.071345000000000006 0.16946000000000003 -0.26568499999999995 1.0000000180025095e-35 -0.27559499999999998 0.10595500000000001 0.081240000000000021 0.091015000000000013 0.088335000000000011 -1.0000000180025095e-35 0.088315000000000018 -0.15078499999999997 0.09173000000000002 0.13210500000000003 0.092620000000000022 0.41553500000000004 -0.08595499999999999 0.070450000000000013 -0.39518999999999993 -1.0000000180025095e-35 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 7 3 4 -1 6 12 8 -2 11 20 -9 28 -13 15 16 17 18 -15 22 -11 -22 -20 25 -25 -4 -27 -28 -6 -30
right_child=1 -3 23 -5 5 -7 -8 9 -10 10 -12 13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0011498714387204994 0.00083004688598405834 0.00095094069902212182 0.00049261171556577753 -0.0010160429595904243 -0.00114953788162791 -0.0011490684148911399 -0.00089620063415151135 -0.0011491068418071221 -0.0011497992160118516 0.0011264504803541312 0.0011501508659745637 -0.0010285659966216968 -0.0011489895746474928 -0.00094663083319775564 0.00093839332763019753 0.0010925177183176537 0.00053772867979351218 0.0007997218302639381 -0.00032045532182825397 0.00099151592333389122 -0.0011439390534300933 1.2376799102720884e-05 0.00057697940760597071 -0.0011495639022275255 0.00062803238136137395 -0.00087122811915822315 0.00077007048055365674 -0.00023847928234363821 0.00011399286873006468 0.0010109762389848003
leaf_weight=0.010529167387403504 0.021162374837047082 0.013152470584429921 0.028686150886187534 0.018493004149803483 0.0024803936237276494 0.0072831308647778306 0.009292668560135553 0.0044451483622651713 0.0030864890941302283 0.0019490060276439172 0.0031202892205328672 0.0046817248744446252 0.0035750466707895603 0.010766362772301363 0.015077449840646295 0.007384825169310715 0.023997626836262498 0.0074641319788497631 0.055177167856015785 0.0055169874012790379 0.017774526334164875 0.0085195802653288411 0.0081723420962589444 0.0068212567989007766 0.00247135930726472 0.011176365771916608 0.012770810750225792 0.01528759262987478 0.029912390061099359 0.011983694358605135
leaf_count=37 183 112 52 893 56 210 67 49 7 3 5 16 227 56 35 50 46 42 205 16 173 22 32 68 9 69 15 26 315 25
internal_value=0 0.000120878 -0.000203408 -0.000417188 -0.000269638 -0.000126007 4.15651e-06 6.58217e-05 0.000578044 -5.543e-06 -0.000460513 9.44643e-05 0.000178639 0.000134452 0.000175221 7.8101e-05 1.06694e-05 -0.00013455 -0.000222121 -0.000108854 -0.000638459 -0.00076928 -0.000204683 5.56022e-05 -0.000676814 0.000155808 -9.04431e-05 0.000220563 0.000285596 0.00037056
internal_weight=0 0.211449 0.170763 0.0935495 0.0750565 0.0645273 0.0572442 0.198296 0.0242489 0.174047 0.0313634 0.142684 0.0479515 0.138239 0.133557 0.118479 0.111095 0.087097 0.0796329 0.0688665 0.0282431 0.0262941 0.0633495 0.0772135 0.00929262 0.0679209 0.0392348 0.0280584 0.0443765 0.0418961
internal_count=3121 1052 2069 1830 937 900 690 940 190 750 203 547 623 498 482 447 397 351 309 253 198 195 237 239 77 162 110 41 396 340
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=1429 15 50 146 1374 158 482 150 1374 1 13 48 11 43 43 456 4 42 15 133 43 3 3 16 16 16 0 12 52 160
split_gain=0.00197665 0.00248776 0.00283567 0.00267078 0.00228814 0.00245925 0.00209592 0.00239284 0.00323649 0.00447407 0.00377932 0.00339996 0.00247731 0.00261644 0.00294644 0.00265323 0.00289149 0.00296797 0.00247056 0.00232475 0.00255745 0.00203176 0.00226317 0.00202778 0.00215353 0.00369053 0.00227446 0.00226326 0.0018443 0.00188197
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.12035500000000002 0.093235000000000012 0.084905000000000022 0.090355000000000005 0.081835000000000019 -0.094929999999999987 0.08592000000000001 0.073000000000000023 0.095425000000000024 0.08776500000000001 -0.074359999999999996 -0.00045499999999999995 0.090170000000000014 0.24564500000000003 0.082250000000000004 -0.10203999999999998 -0.032969999999999992 -0.076124999999999984 -0.52915999999999996 0.30112000000000005 0.22339500000000004 -0.008904999999999998 -0.056919999999999991 -0.15350499999999997 0.098810000000000023 -0.40306999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 12 11 10 -10 -9 13 19 -15 16 17 18 -16 -3 28 -20 23 24 25 26 -23 -28 -21 -30
right_child=1 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 -19 21 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0023131682370837541 0.0026404479565592539 0.0028039839629325578 -0.001741180723553685 -0.0031337093364742948 -0.0029893449977002147 -0.0020190635708964262 -0.0034248397671607818 -0.0032243529117307276 -0.0024379415381450874 0.0023070912421803815 0.0034205201252681407 0.0010517969086978954 -0.0031516798364478438 -0.0028082969182977851 -0.0027668657785796091 -0.0034528126955699853 0.0021905356067190821 -0.003451819571968451 0.0034532532797460769 -0.0034521216209496635 0.0033981421078387521 -0.0034526390775575107 0.0034519679770565878 -0.0021115070328305203 0.001306254538364329 -0.0034534622874215185 0.0015388448131786008 -0.0028270568437717505 -0.0017632603757366994 0.00058576098032747258
leaf_weight=0.0044846077626203842 0.01063964512935911 0.0050217702912505038 0.0028053967462255977 0.0010481108038220563 0.0032440486923803738 0.0072517344710831813 0.0020468505926842786 0.0041347464791670063 0.0050937631023089116 0.019683210996390699 0.0017663701910350937 0.0047691593522358744 0.0032216049958151407 0.006087360553699738 0.0038435880394303004 0.0029577467598755893 0.0058575096350637059 0.0034735243167176568 0.0020799495978280824 0.0017328397283904442 0.0028948236366659321 0.0016812425619718739 0.0020637957804865428 0.0058837388776709068 0.01098563574396396 0.0042149164847842232 0.0091302095142538064 0.0016734749415405767 0.004838046234368675 0.025338313546001245
leaf_count=154 227 35 19 2 42 273 114 41 83 180 5 8 48 571 42 13 34 218 4 88 16 10 20 58 72 35 116 40 238 315
internal_value=0 8.93174e-06 0.00137474 0.00212264 -0.000122186 -5.92232e-05 4.19502e-05 9.32117e-05 0.000866608 0.0014706 -0.000929485 -0.000933938 -0.000173003 -7.68091e-05 -0.000532428 -0.000275135 -9.0438e-05 -0.000387147 -0.000130985 0.000608838 0.000292107 0.000137656 -5.58801e-05 -0.000271538 0.000119493 -0.000661193 0.000281479 0.000862573 1.03258e-05 0.000209152
internal_weight=0 0.165463 0.0144932 0.0116878 0.15097 0.147726 0.140474 0.138427 0.0354473 0.0265433 0.00686013 0.00890391 0.10298 0.0997585 0.0599327 0.0538453 0.0508876 0.0450301 0.0415566 0.0398258 0.034804 0.037713 0.035633 0.0335692 0.0276855 0.0166998 0.0124849 0.0108037 0.0319092 0.0301764
internal_count=3121 2967 248 229 2719 2677 2404 2290 317 268 88 49 1973 1925 1233 662 649 615 397 692 657 355 351 331 273 201 166 156 641 553
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=39 47 50 1 146 15 151 51 160 42 124 13 1429 457 33 0 376 42 1 1 484 13 13 52 16 43 48 133 42 159
split_gain=0.001917 0.0019817 0.00403293 0.00283921 0.00275639 0.00253933 0.00263171 0.00250926 0.0021191 0.00246741 0.00367898 0.00284607 0.00233197 0.0024773 0.00251131 0.00222489 0.00261885 0.00216527 0.00275854 0.00330034 0.00280101 0.00253442 0.00217676 0.00261513 0.00212665 0.00205061 0.00200609 0.00235711 0.00199965 0.0019685
threshold=0.16946000000000003 0.13148500000000005 0.13120500000000004 0.11323000000000001 0.12035500000000002 0.095175000000000023 0.12369500000000001 -0.43017499999999992 -0.091944999999999985 -1.0000000180025095e-35 -0.027784999999999997 -0.53104499999999988 -1.0000000180025095e-35 -0.0029299999999999994 -1.0000000180025095e-35 -0.12333499999999999 0.091135000000000008 0.091735000000000025 0.11212500000000002 0.10471500000000002 -0.0068949999999999992 0.41383500000000001 0.10935500000000002 -0.15275999999999998 -0.50690499999999983 -0.088704999999999992 0.10358500000000001 -0.40071499999999999 -0.11051499999999999 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -7 -5 25 15 -11 -12 -13 -14 -15 -10 -17 18 19 20 -16 24 23 -22 -19 -1 27 -9 -29 -25
right_child=-2 2 -4 4 -6 6 -8 26 9 10 11 12 13 14 17 16 -18 21 -20 -21 22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0013763083689028199 0.0033853074452909315 -0.0031147776426432537 0.0015679123646489389 -0.0033842314517373755 -0.003179530194719725 -0.003255924198954094 0.002610038800765976 -0.0026843684402460847 0.001886379830244219 0.0029496511066681949 -0.0033852049344435331 -0.0033860823852886017 -0.0016604284470183434 -0.0032414989234765329 -0.002561852680328088 -0.0025510728542483107 0.0025000394414087523 0.001892848883174664 -0.0015664566755786333 0.002914774178699698 -0.0033839884344050611 0.0033872572924799221 0.0029421863256294417 0.00092068539257969637 -0.0032910474048902646 -0.0026909877678125181 -0.0002422761892526997 -0.001063639872346144 0.0025890057278780756 -0.001970247088783115
leaf_weight=0.0018321491710580062 0.0018390409161668222 0.0064347341372013034 0.0031296732304326724 0.0013034377441272218 0.0017481243012298356 0.0053586042356528188 0.001046604615112301 0.0011882665567100039 0.0020527930277580717 0.0052993226022124409 0.0026817643029062302 0.0020778809516031052 0.0071596531171351776 0.0020847831397077235 0.0030147199648524739 0.009819311855572721 0.0013348535940167503 0.0011374901088743172 0.0056107486361725014 0.0081704600960961216 0.0018414444869563331 0.0010977864731103182 0.0048851323367671276 0.041207572454311503 0.0044517071772389718 0.006294653457299404 0.0063172487941756108 0.0019049619231736861 0.017284502653751588 0.0028853054035948835
leaf_count=50 23 42 20 23 4 348 7 7 39 94 8 105 151 20 153 649 4 8 11 71 75 1 17 340 228 241 50 8 302 22
internal_value=0 -8.89121e-05 -0.0015825 5.6355e-06 0.000942424 -0.00022401 -0.00229743 0.00119979 -0.000108465 1.82597e-05 0.000211425 4.71026e-05 0.000154602 0.000242662 0.000421036 -0.00135082 -0.00194659 0.0005238 0.000705443 0.000911025 0.000606914 -0.00131288 0.000794892 0.000566527 -0.00223604 -0.00177404 0.00142361 0.00194005 0.0022264 0.000731511
internal_weight=0 0.160656 0.00956441 0.151091 0.0297465 0.121345 0.00640521 0.0279984 0.11494 0.106813 0.0936058 0.0883064 0.0856247 0.0835468 0.0763872 0.013207 0.0111542 0.0743024 0.0676154 0.0620046 0.0538342 0.00668698 0.0508195 0.0459343 0.0055892 0.0081268 0.026695 0.0203777 0.0191895 0.0440929
internal_count=3121 3098 62 3036 394 2642 355 390 2287 1996 1304 1210 1202 1097 946 692 653 926 689 678 607 237 454 437 236 291 367 317 310 362
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=1 158 15 12 3 40 151 151 1374 15 0 49 0 4 52 52 483 4 47 43 49 15 14 43 3 157 16 2 150 4
split_gain=0.00179204 0.00271574 0.00225851 0.00220671 0.00255975 0.00235774 0.00219145 0.00234772 0.0021287 0.00300507 0.00220267 0.00310762 0.00287696 0.00241635 0.00354283 0.00204437 0.002036 0.00213242 0.00240203 0.00226343 0.0019448 0.00191096 0.0018983 0.00189052 0.00283788 0.00187002 0.00262887 0.00212069 0.00188915 0.00163388
threshold=0.091785000000000019 0.084765000000000021 -0.098289999999999975 -0.064509999999999984 0.31299000000000005 0.57330500000000006 -0.40381499999999992 -0.15340499999999999 -0.094929999999999987 -0.094549999999999981 -0.074229999999999977 -0.076864999999999975 -0.083914999999999976 -0.49405499999999997 0.10347000000000002 0.084960000000000022 0.10018500000000001 -0.013514999999999998 0.092530000000000015 -0.074359999999999996 0.13984500000000002 -0.020484999999999996 0.062655000000000016 -0.081289999999999987 -0.11255999999999998 -0.07686999999999998 -0.071854999999999988 0.090790000000000023 0.087380000000000013 -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=1 2 -1 5 6 21 -5 -8 -4 -10 11 -11 15 14 -12 22 17 20 25 -20 -9 -2 -13 -15 -25 -19 27 28 -27 -26
right_child=3 -3 8 4 -6 -7 7 16 9 10 13 12 -14 23 -16 -17 -18 18 19 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.002957828493388292 0.0024830318794661862 -0.003384560466322151 -0.0033866850135576094 -0.0033841795966626708 0.0033842030299598793 -0.0033855429426354693 0.0032136789306591892 -0.0018742866327945886 0.0026256473572190474 -0.0033848607394777234 -0.0033848947194621338 0.00094497315036144237 -0.0033838980631944438 0.0021092071971204607 0.00077278134980538426 -0.0033839791758424062 -0.0033539648110000454 0.0032259015082440521 0.00068333121169235702 -0.0017619684913557031 0.0019781459240804269 -0.0013146993965104182 -0.0033843174848817719 0.001622817776659579 0.001964330401761233 0.0018700516257126739 -0.00079384701770200889 0.0025218540840795142 -0.0011193498156034283 -0.0022391478815775188
leaf_weight=0.0034607927962042586 0.010703017011366002 0.003424146931287452 0.0022464366418262207 0.0022196959873781444 0.0025365029832755672 0.001028346363455058 0.0025552619736117768 0.0098491635922215437 0.004509298231866409 0.0050178358449812768 0.004284688745258336 0.013423447268998238 0.0031059429076840733 0.0092202089448534252 0.0051865427866601976 0.0016659277966724053 0.0021201925333116369 0.0034410997996019424 0.0077424856935976996 0.0098425019646128931 0.0017697510666039315 0.0017673299287821456 0.0012691343607116332 0.0071544465299666626 0.0013112895976519212 0.00445394866176229 0.010212364720018748 0.0090194957100493411 0.0052999547333456576 0.0054942744963710766
leaf_count=168 253 216 35 21 64 3 13 282 37 80 58 344 526 89 18 249 44 27 32 80 7 33 33 17 4 29 51 88 19 201
internal_value=0 -0.000445085 -0.00029564 0.000284635 4.64122e-05 0.00153874 -7.71369e-05 3.35711e-05 -0.000151433 -3.3532e-05 -0.000243409 -0.00101064 -0.000398574 0.000331864 -0.00110811 0.000168241 -9.38938e-05 1.82576e-05 0.000321615 -0.000685329 -0.0012875 0.00194481 0.000571012 0.000920225 0.000134934 0.000867677 0.000587716 0.00133926 0.000245708 -0.00142923
internal_weight=0 0.0707744 0.0673503 0.0845611 0.0710624 0.0134987 0.0685259 0.0663062 0.0638895 0.061643 0.0571337 0.0244823 0.0194645 0.0326515 0.00947123 0.0163585 0.063751 0.0616308 0.0500119 0.017585 0.0116189 0.0124703 0.0146926 0.0231802 0.01396 0.0324269 0.0289858 0.0187734 0.0097539 0.00680556
internal_count=3121 2075 1859 1046 757 289 693 672 1691 1656 1619 1232 1152 387 76 626 659 615 326 112 289 286 377 311 222 214 187 136 48 205
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=4 151 11 3 150 1456 160 12 403 13 13 13 133 1 4 3 157 1213 2 15 15 0 42 15 43 1375 47 2 52 403
split_gain=0.00995119 0.010967 0.0106378 0.00850765 0.00759899 0.00983724 0.00805752 0.00939786 0.00820775 0.0071447 0.00718686 0.00715965 0.00726309 0.00766803 0.00858675 0.0112558 0.00698539 0.00644228 0.00618338 0.00596022 0.00527798 0.00880884 0.00870727 0.00669326 0.00616122 0.0051935 0.00679184 0.00482056 0.00629096 0.00468847
threshold=0.27287000000000006 -0.27559499999999998 0.080455000000000013 -0.14989499999999997 -0.22665999999999997 -1.0000000180025095e-35 -0.091944999999999985 -1.0000000180025095e-35 -0.092474999999999988 -0.084034999999999985 -0.063184999999999977 -0.53104499999999988 -0.25159999999999993 0.098220000000000016 -0.080924999999999983 -0.0080949999999999998 -0.08107499999999998 -1.0000000180025095e-35 0.13093500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.062580000000000011 0.091295000000000015 -0.095869999999999983 0.08845500000000002 -1.0000000180025095e-35 0.092710000000000015 0.11093500000000002 0.094465000000000007 -0.088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 19 -5 -6 7 -7 -8 11 18 -10 -13 14 -14 29 -12 -18 -11 -1 23 22 -22 25 -25 -19 -27 28 -21 -16
right_child=1 -3 -4 4 5 6 8 -9 9 10 16 12 13 -15 15 -17 17 20 -20 27 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011117589177890451 -0.0011508799886418728 0.00049318007548835869 -0.0010447242907340468 0.00090011703383028219 -0.0012197163847267683 0.00063085479518646911 -0.0012193945656747542 -0.0012196804486932628 -0.00071957219352668808 -0.0012041335738786837 0.00068164424616132095 -0.0012201259250364867 0.0006942633425861543 0.0010541891240220265 0.0012198452166675713 0.00054224439226218974 -0.0012197448104638048 -0.0012219304384898744 0.0010912417702752921 0.00060148428237050491 -0.0011343473377596364 0.001203015776489697 0.0006782652877569018 0.00027815586389938289 -0.00086724083611708054 0.00066863054494048729 -0.00064876482854346672 0.00083259571355761208 -0.0012210733889329393 -0.0012194960984305478
leaf_weight=0.01428516394662438 0.0065722429717425248 0.073059197955672062 0.017481074313764111 0.010338707634218736 0.012553038906276015 0.0052513252528569856 0.0088743335420531366 0.018258659420240519 0.010061578216664202 0.014580798153417618 0.015879151006856773 0.0040569729115986766 0.02743206699710754 0.022439189236820312 0.0012837273534387359 0.01338390580349369 0.0081809234958996058 0.0094748618430458009 0.0019810589201370013 0.0049823397039290285 0.021898605971955476 0.0036820690548893245 0.0048020823103342982 0.08114667170929124 0.0076359649888217964 0.0092257432124824845 0.015734597807067985 0.007433770391799043 0.0064687201274864492 0.013328443089505981
leaf_count=17 15 337 139 15 271 16 325 273 15 292 50 29 66 84 2 21 181 7 11 34 225 15 19 226 30 58 42 9 17 280
internal_value=0 0.00035749 -0.000115189 -7.18175e-05 -0.000129071 -0.000161203 -0.000119496 -0.000806334 -6.47742e-05 -2.89734e-05 -0.000161526 0.000250903 0.000370092 0.000452944 0.00020954 -0.000265419 -8.99272e-05 -0.000165658 -0.000929571 0.000517606 -0.000109517 -0.000564595 -0.000808351 2.69555e-06 0.000179643 -0.00045352 -0.000161834 6.81681e-05 -0.000428081 -0.00100519
internal_weight=0 0.0796314 0.392136 0.374654 0.341484 0.331146 0.318593 0.02351 0.295083 0.286208 0.194223 0.0919859 0.0819243 0.0778673 0.0554281 0.0279961 0.177661 0.161782 0.0165619 0.03317 0.153601 0.0303828 0.0267007 0.123218 0.0887826 0.0344352 0.0249603 0.0188848 0.0114511 0.0146122
internal_count=3121 352 2769 2630 2553 2538 2267 289 1978 1653 1156 497 482 453 369 303 853 803 303 77 622 259 244 363 256 107 100 60 51 282
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=31 39 4 11 151 3 0 3 0 43 49 376 16 15 43 52 3 42 3 15 2 150 15 160 12 48 1 13 45 49
split_gain=0.00179216 0.00179703 0.00187262 0.00247583 0.00247341 0.00237032 0.00307019 0.00326208 0.0032752 0.00348422 0.0028871 0.00264019 0.00244225 0.00255883 0.00367489 0.00353804 0.00303366 0.00221845 0.00234744 0.00467933 0.0021602 0.00204835 0.00199294 0.00185338 0.00182262 0.00206056 0.0017953 0.00157013 0.00175124 0.00156918
threshold=-1.0000000180025095e-35 0.16946000000000003 0.27287000000000006 0.080455000000000013 -0.27559499999999998 -0.12018999999999998 -0.10607499999999999 0.20828500000000003 -0.08824499999999999 -0.074359999999999996 0.0034800000000000005 0.091135000000000008 -0.36241499999999999 -0.13578499999999996 -0.04890499999999999 1.0000000180025095e-35 0.090900000000000009 -0.088934999999999986 -0.077774999999999983 0.040760000000000005 0.11018500000000002 0.087380000000000013 -0.074054999999999996 -1.0000000180025095e-35 -0.040564999999999997 -0.064549999999999982 0.080000000000000016 -0.47860499999999995 0.14077500000000004 -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=-1 2 3 5 -4 10 12 8 -8 17 20 27 -7 -14 -15 16 21 -10 19 -19 26 29 -18 -20 -6 -26 -2 -11 -29 -16
right_child=1 -3 4 -5 24 6 7 -9 9 11 -12 -13 13 14 15 -17 22 18 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0037373150268221211 -0.0015487366406782999 0.0037375031774316793 -0.0034558641707451401 -0.0029229198375644175 0.0035404138681280443 -0.001858924172737379 -0.0035926555882290889 0.0037362315936808432 -0.0025386707567845923 -0.0002550082058297316 0.0034344677318390178 0.0020042976613484755 -0.0027046501155417288 0.0031964297721521172 0.0014855468327408239 0.0030295132438598396 0.0018767302218051086 -0.0029372984757216978 -0.0013373674630104279 0.0024642969581982889 0.00264459256790372 -0.0037388777441087393 -0.00079609123626186691 0.0032334770758047451 0.0037362744330284494 0.00018834664477973746 0.0019211688995258345 -0.0034281097152885683 0.0015492696148475722 -0.0020865841251743698
leaf_weight=0.0017225048136637602 0.008325099065075392 0.0016882428392079865 0.0017760988575901129 0.0049240709256253004 0.003653114491555697 0.0069586422727638811 0.0074110383453813702 0.0018557488681381065 0.0034109654507687983 0.0035248764033894943 0.0049457312122171962 0.0020450233241717788 0.0031699209547184628 0.0072116572912932489 0.0030952382003306411 0.0053499723665026968 0.0093004559294058674 0.0049959522136759898 0.0015565405352759853 0.0040544591880262715 0.003611926505982411 0.0044611194189201342 0.0066960289084363493 0.0060490797191050669 0.0026400834999549252 0.016957847627907086 0.0027743204271359909 0.0128534731690273 0.0010684836888685831 0.0038518381317089734
leaf_count=86 59 21 15 139 121 74 427 29 141 8 25 11 35 52 9 23 45 300 61 87 12 9 33 59 40 131 31 999 3 36
internal_value=0 -9.49524e-05 -0.000138514 -0.000327339 0.000793283 -0.000219554 -0.000455 -0.00112163 -0.00131356 -0.000886588 0.00096528 -0.0020115 0.000194739 0.000526031 0.000782272 0.000250742 -0.000291733 0.000206078 0.000768171 -0.000517458 0.000135176 -0.00176353 0.000757904 0.00229802 0.00111787 0.000666296 -0.000681427 -0.00248221 -0.00304611 -0.000495037
internal_weight=0 0.150217 0.148529 0.123502 0.0250271 0.118578 0.0989205 0.0488256 0.0469699 0.0395589 0.0196571 0.0194919 0.0500949 0.0431362 0.0399663 0.0327547 0.0274047 0.020067 0.016656 0.00905041 0.0147113 0.0114082 0.0159965 0.00760562 0.023251 0.0195979 0.0110994 0.0174468 0.013922 0.00694708
internal_count=3121 3035 3014 2707 307 2568 2441 2125 2096 1669 127 1021 316 242 207 155 132 648 507 387 102 54 78 120 292 171 90 1010 1002 45
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=45 14 3 14 124 38 1366 151 1348 484 457 4 11 3 0 39 42 43 0 157 13 15 105 14 48 16 4 1 16 13
split_gain=0.00166588 0.00236495 0.0016242 0.00252554 0.00189326 0.00246078 0.00213236 0.00185482 0.00216988 0.00189782 0.00249637 0.00194218 0.00275641 0.00282177 0.00295359 0.00238513 0.0023045 0.00301565 0.00208062 0.00246818 0.00197053 0.00234382 0.00196079 0.00198846 0.00191553 0.0026125 0.00173737 0.00172348 0.0016504 0.00153829
threshold=-0.080359999999999987 0.062655000000000016 0.30112000000000005 -0.24175999999999997 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 -0.40381499999999992 0.089175000000000018 -0.0068949999999999992 0.12766500000000003 0.27044500000000005 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 0.16946000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.08824499999999999 -1.0000000180025095e-35 -0.47860499999999995 -0.073184999999999986 1.0000000180025095e-35 -0.46885499999999997 0.086425000000000016 -0.094359999999999986 0.25615500000000008 0.098700000000000024 -0.056919999999999991 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -6 -8 9 10 -9 12 13 -11 24 16 -16 18 -18 -20 -19 28 23 -13 26 -26 -15 -2 -22 -21
right_child=1 -3 3 -5 6 -7 7 8 -10 11 -12 22 -14 14 15 -17 17 20 19 29 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033187346906780064 0.0005660472936309727 -0.0025722566867384423 -0.0017098071419289565 0.0033177426612389285 -0.0033179989858498756 -0.0033176761125002117 -0.0033176851057182318 -0.0028354686529482296 0.0032721684397825825 0.0010688699283699012 0.0018339912056815856 -0.00063086055253437016 -0.0033178383102981128 0.0014222119407885456 -0.003212381850165597 0.0033188259427683769 -0.0033175020745348236 1.7749902083526034e-05 -0.0033173005123189013 0.0029983519565652595 0.0014164627397364382 -0.0033180500303601436 -0.0016552868298869573 0.0023304807383973617 -0.0025115990917449673 0.00043742265499518128 -0.00097629018328288756 0.0033177975754159054 -0.0033177798448610373 0.00035133975062364391
leaf_weight=0.0016037982186389846 0.0058956575190904914 0.0040735376206839638 0.0015723071808793065 0.003656012295444099 0.0023658031205542321 0.0011830537264927452 0.0019851912212800462 0.0056200312240441965 0.0020818737073113871 0.017884727208013373 0.0016238695686610072 0.0033631624105510136 0.003049096280392404 0.016472282087590877 0.0053767342448693958 0.0013274720284925925 0.0014955459664491863 0.0050389012903906362 0.0013797089147544747 0.0040364651651287903 0.0024137699721649142 0.0092282956463734089 0.0024739331420278185 0.0096661887540676616 0.005217996110786772 0.0090188336189385154 0.0041630448896512453 0.0043543052403052229 0.0012197075337354582 0.0060170377678758751
leaf_count=9 50 100 24 106 55 24 50 438 24 71 8 17 93 83 632 13 75 12 118 17 31 534 6 142 20 28 18 157 40 126
internal_value=0 -8.09242e-05 -8.00814e-06 0.00180581 -7.88035e-05 0.00121219 -0.000199273 -0.000137866 -8.44463e-05 -0.000144643 -0.00178871 -3.52241e-05 -0.000215814 -0.000111059 -0.00040251 -0.00104829 -0.00120841 -0.000858914 0.000361859 0.000843145 -0.00174062 -0.0024295 0.00105204 0.00156609 0.000292562 -0.000643435 0.00093833 0.00173502 -0.000172756 0.00141411
internal_weight=0 0.143255 0.139181 0.00522832 0.133953 0.011433 0.12252 0.120154 0.118169 0.116087 0.0072439 0.108843 0.0933396 0.0902905 0.0724058 0.0375336 0.0362062 0.0308294 0.0129288 0.0114332 0.0179007 0.0128618 0.0155033 0.0130294 0.0348722 0.0142368 0.0206353 0.01025 0.00363348 0.0100535
internal_count=3121 3112 3012 130 2882 231 2651 2596 2546 2522 446 2076 1911 1818 1747 1598 1585 953 336 261 617 605 165 159 149 48 101 207 71 143
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=31 10 14 147 1348 11 2 484 15 150 3 1 2 148 43 3 457 3 401 0 150 457 160 133 0 0 4 2 43 402
split_gain=0.00154051 0.00154223 0.00179543 0.00158605 0.00155566 0.00162815 0.00195209 0.00247176 0.00197286 0.00258926 0.00241905 0.0037062 0.00218536 0.00251772 0.00228835 0.0027684 0.00247642 0.00203283 0.00178892 0.0017632 0.00151178 0.00157095 0.00167201 0.00250176 0.00205749 0.00341228 0.00146292 0.00234252 0.00184528 0.00152189
threshold=-1.0000000180025095e-35 -0.15282499999999996 0.086645000000000014 -1.0000000180025095e-35 0.089175000000000018 0.088215000000000002 0.098035000000000011 -0.0068949999999999992 -0.074054999999999996 0.081835000000000019 0.10299500000000002 0.094825000000000007 0.10097500000000002 -0.081219999999999987 -0.08595499999999999 0.30112000000000005 -0.14786499999999997 -0.52915999999999996 0.083100000000000021 -0.15202999999999997 -0.22665999999999997 -0.0029299999999999994 -0.090969999999999981 -0.014339999999999997 -0.10607499999999999 -0.08824499999999999 -0.49405499999999997 0.092120000000000021 0.084740000000000024 -0.089154999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 10 11 -8 -10 -14 -15 16 -16 -18 20 -12 -9 -22 23 -23 -24 -26 -27 28 29 -28
right_child=1 2 -4 4 -6 -7 8 18 12 -11 19 -13 13 14 15 -17 17 -19 -20 -21 21 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0035919926395097529 0.0027968299527791618 -0.0035917127292420942 -0.0035912948525195017 -0.0034606655130625871 0.0030766676739344412 -0.0019736158771841844 -0.003590862610484647 0.0031915615285421743 0.0022522558642073384 0.0035919197121408336 -0.0019229920982518159 0.0031790685779177368 0.0035804589091728276 0.0013476413770512616 0.0027498940017104505 0.0035910583085326606 0.0019592468810419928 -0.0024501352307173614 -0.0035678178613705158 0.0016276721095773192 -0.0025512764064893972 0.0023595062347722805 0.00089399990196834206 -0.0035661825676364584 -0.0035819680510093973 -0.0022283512925705415 -0.0035916312617044876 0.0026029730583723705 -0.0030574519089842695 0.00044542549651761354
leaf_weight=0.0014848093725845493 0.0023529101375316932 0.0016429983572834308 0.001910701422332294 0.0032304917561951632 0.0020304426689108359 0.0056621687488132002 0.0012422486840080174 0.0017066745940610408 0.0045613140536318033 0.0051312056689880583 0.0053278946460295629 0.0064858025245086992 0.0018731431382548172 0.0053509235866897589 0.0015009240814833893 0.0013872419806375538 0.0014776038588024632 0.015367429303125849 0.0020277926699279183 0.0027255085334729756 0.0035580450204264471 0.0012205808421725806 0.023326881206571656 0.0037123539062449131 0.0040629811391923341 0.0035220365331269819 0.0012995939823454697 0.0044543820307865181 0.0026645430155554086 0.016352995335324784
leaf_count=86 66 20 48 378 29 89 130 7 44 66 39 109 12 64 4 27 4 250 206 41 93 24 104 209 161 34 139 82 43 513
internal_value=0 -8.51141e-05 -0.000135412 -8.57287e-05 -4.1845e-05 -9.08415e-05 -4.57031e-06 -0.000392009 0.000521112 0.00137618 0.000655757 0.00209083 -4.62316e-05 -0.000435148 -0.000735011 -0.00129975 -0.00166957 -0.00206336 -0.00024603 -0.000721343 -0.000143787 -0.000232488 -9.63805e-05 -0.00209996 8.11144e-05 -0.000504921 -6.30544e-05 0.00024481 -0.0002722 0.000148215
internal_weight=0 0.13717 0.134817 0.132906 0.131263 0.129233 0.123571 0.0711394 0.0524312 0.0209127 0.0157815 0.00772805 0.0315186 0.0269573 0.0250841 0.0197332 0.018346 0.016845 0.0679089 0.0080534 0.0658811 0.0641744 0.0606163 0.00493293 0.0556834 0.0323565 0.0282936 0.0247715 0.0203171 0.0176526
internal_count=3121 3035 2969 2921 2901 2872 2783 1993 790 385 319 239 405 361 349 285 258 254 1615 80 1409 1402 1309 233 1076 972 811 777 695 652
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=4 11 151 150 1456 403 157 48 3 160 1 4 160 403 14 150 0 147 15 475 1213 12 49 14 160 4 133 12 34 47
split_gain=0.00627467 0.0063599 0.0060671 0.00574 0.00656881 0.00536193 0.00480181 0.00454225 0.00618173 0.00568966 0.00617653 0.00562599 0.00552102 0.00449768 0.00467172 0.0045918 0.0061586 0.00534835 0.00509074 0.00409663 0.00471474 0.00494809 0.00397883 0.00395091 0.0039401 0.00423792 0.00423179 0.00408067 0.00385974 0.00409179
threshold=0.27834500000000006 0.080455000000000013 -0.27559499999999998 -0.22665999999999997 -1.0000000180025095e-35 -0.092474999999999988 0.08796000000000001 0.088735000000000022 -0.10831999999999999 -0.059339999999999997 0.093575000000000019 0.033845000000000007 0.097500000000000017 0.090990000000000015 0.076175000000000007 0.087380000000000013 -0.14001499999999997 0.089025000000000007 -0.11713499999999999 -0.083794999999999994 -1.0000000180025095e-35 -0.093619999999999995 -0.048674999999999989 -0.46885499999999997 -0.090764999999999985 0.24564500000000003 -0.095184999999999978 -1.0000000180025095e-35 -0.11726499999999999 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 7 12 -9 -10 22 -12 13 14 15 16 -7 -17 -18 -20 -21 -22 -11 -4 27 26 -26 -23 -25 -30
right_child=2 -3 23 4 5 6 -8 8 9 10 11 -13 -14 -15 -16 17 18 -19 19 20 21 24 -24 28 25 -27 -28 -29 29 -31
leaf_value=0.00096986901985108111 -0.0011147964271002238 -0.00099051542092858731 -0.00026841681092686987 -0.0012194504055953314 -0.0012192856989327633 0.00061306631986579173 -0.001039426938082414 0.0010997487697348974 -0.0010108333586715391 0.00011436725774818466 0.00089931121980849548 -0.00014461310740581409 -0.0010367413070922768 -0.0010861758608764923 -0.0011836195724685902 -0.0011187708567047933 -0.0011927829273838081 0.0010513484527841961 0.0010065423259979134 -0.0012198968723281392 -0.0011274235848230021 0.0011668506185557254 -0.0010433623901846146 -0.00036458627586070474 -0.0012196111918364627 0.0011899524115389689 0.00014093824870089106 -0.0012195449043986735 0.00087835304322858988 -0.00056913227512560977
leaf_weight=0.0076799050284535033 0.0039403779646818285 0.011607440180114281 0.0092022033024932171 0.0075566985090915742 0.0058535675216120344 0.025766157699990799 0.0069286913795281171 0.010819592877055584 0.0061666158042612542 0.011268915619780273 0.022095457922659989 0.011752986784813402 0.0091700657998785573 0.0061609801907138708 0.0050002166908598147 0.0093843328309048957 0.0054836117046193058 0.0020578242338160644 0.0058147947304973959 0.004838796914896192 0.0053477786575513156 0.0012998530196455249 0.0072496596906432833 0.0052462125794932027 0.0035553178117311282 0.0054661383364873464 0.076489401935134538 0.0058906722075562348 0.033568720381111916 0.0031769307097420088
leaf_count=15 15 139 43 279 350 63 102 21 85 30 107 25 116 195 34 117 26 17 70 223 23 5 76 13 103 5 402 153 259 10
internal_value=0 -0.000107004 0.000342828 -6.88938e-05 -9.94104e-05 -6.60701e-05 -3.88515e-05 -1.00947e-05 0.000253214 9.67377e-05 0.000227163 0.000536836 -0.000116435 -6.45186e-05 -2.42717e-05 1.40189e-05 7.4724e-05 -0.000728484 -4.6753e-05 1.10596e-05 -4.52009e-05 1.27712e-05 -0.000338861 0.000455021 7.8547e-05 0.000151427 8.05072e-05 -0.000788149 0.000613557 0.000753207
internal_weight=0 0.280705 0.0551344 0.269098 0.261418 0.253861 0.248008 0.241079 0.0693532 0.0585336 0.052367 0.0338484 0.171726 0.162556 0.156395 0.151395 0.139953 0.0114422 0.114186 0.108703 0.102888 0.0980492 0.0185186 0.0511941 0.0927014 0.0855109 0.0800447 0.00719053 0.0419919 0.0367457
internal_count=3121 2781 340 2642 2627 2348 1998 1896 344 323 238 132 1552 1436 1241 1207 1073 134 1010 984 914 691 106 325 668 510 505 158 282 269
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=45 14 1 0 13 133 132 42 13 42 13 403 4 1 148 457 4 4 15 160 3 160 4 4 16 4 16 12 49 4
split_gain=0.00151111 0.00198915 0.00149451 0.00360026 0.00301668 0.00233594 0.00238512 0.00231204 0.00214814 0.00201416 0.00230048 0.00197736 0.00197652 0.00330964 0.00286226 0.00238014 0.00324803 0.0038795 0.00199538 0.00250725 0.00216062 0.00211741 0.00200047 0.00196333 0.00181906 0.00166381 0.00195328 0.00163014 0.00157231 0.00155187
threshold=-0.080359999999999987 0.062655000000000016 1.0000000180025095e-35 -0.084044999999999995 -0.50061499999999992 0.048520000000000008 0.079970000000000013 -0.088934999999999986 -0.092094999999999982 0.091735000000000025 -0.53104499999999988 -0.080719999999999986 -0.0092149999999999992 0.078340000000000007 -0.043434999999999994 -0.0029299999999999994 -0.0016099999999999997 0.0061450000000000003 -0.016799999999999995 0.11205000000000002 0.10542000000000001 0.088755000000000014 0.053180000000000012 -0.52556499999999995 0.41553500000000004 -0.076779999999999987 0.0057500000000000008 0.081420000000000006 0.13984500000000002 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 3 4 -2 6 8 -5 -4 10 -9 -12 13 -10 -15 -14 -17 -18 19 20 21 22 -19 -13 -11 -25 -27 -7 -16 -22
right_child=1 -3 5 7 -6 27 -8 9 12 24 11 23 15 14 28 16 17 18 -20 -21 29 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0033185891178026789 0.0028444019796233832 -0.002478098662032688 0.0011786901906718713 -0.0033181214513726509 -0.0029731479650989085 0.0032117234977141148 0.0025027426388142026 -0.0033186056644618888 0.0031288295327557415 -0.0033183366243843865 -0.0033180927339265345 -0.0033187559442191877 -0.0019702285496317495 0.0017361842153226568 -0.0030069941177534283 0.0028558979373785919 -0.0032692952718933821 -0.0032285803770972957 0.0019328989008986265 0.0030657605802700966 -0.0033199206667697155 0.0033191590540138129 0.00027924190609895081 0.0019194851810716573 0.00158471383637612 -0.0023926999317623377 0.0015686745399761223 -0.00066728537016432724 0.0012079351356917428 -0.00048575415953599354
leaf_weight=0.0014570570547220987 0.0011078405441367076 0.0036944075223743758 0.013129069172919117 0.002126365762123327 0.0085545122825152475 0.0045590099301548994 0.0042535906022962413 0.0015221178473439059 0.0016010132587211965 0.0028747390684991094 0.0011638467040242509 0.0010431894916109663 0.0058921691124851341 0.0019868201246708858 0.0098748035971354398 0.0047848552195546281 0.0037056658240999232 0.0020286341910491458 0.0066741912473844449 0.0025711337588063534 0.0038106444467302936 0.0022031234257156021 0.015141149988650682 0.015008928954344462 0.0011721294639883695 0.0024834875150787769 0.003053913916239992 0.001614231819146994 0.0010804145126712692 0.004808531184153253
leaf_count=9 3 100 187 174 789 157 85 4 7 206 92 4 38 28 409 38 50 29 25 15 15 5 141 119 37 94 85 123 8 45
internal_value=0 -7.79477e-05 -9.64973e-06 -0.000541932 -0.00230613 0.00022832 8.2823e-05 1.79062e-05 -4.69923e-05 0.000268366 0.00062955 0.000893667 -0.00029021 -0.00137039 -0.00192697 1.41106e-05 0.000269798 -3.24291e-05 0.000289686 -6.91475e-05 -0.000357096 0.000257625 -0.000135212 0.00112071 -0.00189822 0.00134612 -0.000207975 0.00219741 -0.00259131 -0.00173877
internal_weight=0 0.133525 0.12983 0.0401111 0.00966235 0.0897191 0.0835458 0.0304487 0.0792922 0.0283224 0.0242755 0.0227534 0.0661631 0.0145431 0.012942 0.0516201 0.0457279 0.0409431 0.0372374 0.0305632 0.0279921 0.0193729 0.0171698 0.0215895 0.00404687 0.0205463 0.0055374 0.00617324 0.0109552 0.00861918
internal_count=3121 3112 3012 1607 792 1405 1125 815 1040 641 398 394 853 452 445 401 363 325 275 250 235 175 170 302 243 298 179 280 417 60
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=1425 15 50 10 1374 158 150 151 2 0 1 0 133 15 15 0 133 42 3 1 4 13 3 457 0 12 132 13 52 0
split_gain=0.00138296 0.00204006 0.00241451 0.00177575 0.00163377 0.00168972 0.00154215 0.00234783 0.0019828 0.00178465 0.00219188 0.00232211 0.00229422 0.00223946 0.00266286 0.00204708 0.00194605 0.00178913 0.00221568 0.00176463 0.00172675 0.00169553 0.00286776 0.00290878 0.00163713 0.00200685 0.00158359 0.00236766 0.00231761 0.00180928
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.11192500000000001 0.093235000000000012 0.084905000000000022 0.081835000000000019 0.056735000000000001 0.10136500000000002 -0.061629999999999997 0.14000500000000002 -0.10151999999999999 0.083950000000000011 -0.016799999999999995 1.0000000180025095e-35 -0.20211999999999997 0.084990000000000024 0.081660000000000024 0.10893000000000001 0.094385000000000011 0.0045450000000000013 0.073000000000000023 0.090900000000000009 0.08426500000000002 -0.053834999999999994 0.098810000000000023 0.081465000000000024 -0.072819999999999982 0.10347000000000002 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 21 10 11 13 -13 15 -15 -3 -14 18 -16 -17 -9 22 23 -8 -11 26 27 -26 29 -29
right_child=-2 4 -4 -5 -6 -7 7 20 -10 24 -12 12 16 14 17 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0027992254396836361 -0.0031908262343793925 -0.0031892984611422062 -0.0016566482560288135 -0.00032963527838648747 -0.0027397880674437242 -0.0018319855030482243 0.0010380004456263744 -0.0030113929014432841 0.0029849167797444203 0.0023967455556928889 0.0029519441970765575 -0.0026786983998071559 0.0027868144243116621 0.0022210355327834997 -0.0031892406568699754 -0.0031889444056145571 -0.0018390261370594197 0.0020142249120627649 0.00058765687886746414 2.6552921307614603e-05 0.00024846626182161417 0.0031718639949129541 0.002313484564172164 -0.0028108588170464134 0.0019700311318892692 -0.0016407176248039381 0.0024036416633321442 -0.00019117441457866012 0.0017344737047510104 -0.0027064171894133713
leaf_weight=0.0069733307984662929 0.0013998453517771728 0.0036455753083828304 0.0023206420819406057 0.0025068267061172378 0.0023943219788122852 0.0053220398288331685 0.0038834416300446151 0.002508654543539989 0.0049853597357696336 0.0035253158505526008 0.0016831085675619297 0.0097126772941109642 0.0016947603230050854 0.0061875433941622733 0.0032963966996817362 0.0020632579070110077 0.0020341959468410664 0.0021034147344778376 0.0030306908302009106 0.010904921641440524 0.0048365567316750457 0.0022883836879827877 0.0042012872750092365 0.0041073179180841635 0.0054538427398256274 0.005511147826929629 0.0037200649794613119 0.0078823333220441362 0.0037665818742169668 0.0046062157418873548
leaf_count=198 78 32 19 33 42 274 88 41 98 36 13 911 18 38 51 60 573 33 9 64 22 11 17 60 27 92 27 118 22 16
internal_value=0 -4.34238e-06 0.00125831 0.00197186 -0.000133518 -7.82727e-05 8.44165e-06 0.000671069 0.00125065 -0.000211371 -0.000619896 -0.000754468 -0.00186252 -0.000277582 0.000632609 -0.00107844 0.000263356 -0.000533212 -0.0013801 -0.000485038 -0.000864893 0.00065357 0.0001809 -0.000940346 0.0003381 0.000103539 0.000481565 0.000152197 -0.000457714 -0.00111888
internal_weight=0 0.12715 0.0118008 0.00948016 0.115349 0.112955 0.107633 0.026811 0.0194658 0.080822 0.0463565 0.0446734 0.0134416 0.0312318 0.014618 0.0166138 0.00372896 0.0084305 0.00632709 0.0129682 0.00734521 0.0144804 0.012192 0.00799076 0.0344655 0.0309402 0.025429 0.021709 0.0162551 0.0124885
internal_count=3121 3043 250 231 2793 2751 2477 337 274 2140 1802 1789 1502 287 131 156 591 93 60 124 63 176 165 148 338 302 210 183 156 134
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=31 45 14 130 151 4 11 1 128 43 12 12 474 13 42 15 475 3 52 52 160 0 52 150 43 4 49 3 151 2
split_gain=0.00137418 0.0013835 0.00170911 0.00133363 0.00133538 0.00164068 0.00241591 0.00225099 0.00222767 0.00219323 0.00199285 0.00188151 0.00234971 0.00187734 0.00183869 0.00192817 0.00215055 0.00199076 0.00201337 0.00256705 0.00235481 0.00167042 0.00158999 0.00279064 0.00200207 0.00168391 0.00165179 0.00154425 0.0014666 0.00145436
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.23647499999999996 -0.5225749999999999 0.24564500000000003 0.080455000000000013 0.12040000000000002 1.0000000180025095e-35 -0.074359999999999996 0.051320000000000005 0.08401500000000002 0.085500000000000007 0.043850000000000007 0.082250000000000004 -0.098289999999999975 -0.071179999999999979 0.30112000000000005 -0.088204999999999992 -0.081429999999999989 0.09389500000000002 -0.17169499999999996 -0.080114999999999978 0.12155000000000001 0.070450000000000013 -0.078809999999999977 0.13984500000000002 0.013900000000000001 -0.091874999999999984 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 3 -3 -5 6 8 13 9 10 -6 -12 -13 21 15 28 -17 18 20 -20 -18 -7 -21 24 26 -26 29 -27 -11 -24
right_child=1 2 -4 4 5 7 -8 -9 -10 14 11 12 -14 -15 -16 16 17 -19 19 22 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0038879763751506996 0.0038881313216883625 -0.0038492794039364504 -0.0028688761810913466 -0.0034320737575824546 0.0021577195357689745 0.0014508384218833367 -0.0036299827795145574 0.0030006811470124706 -0.0038875413754286361 0.0015727907739320505 -0.0038872096737693827 0.0010600424320832632 -0.0038872390192912598 0.0029774317575814876 -0.0028665054558731796 0.0030990742272063694 -0.0038878010416704494 0.0038872086982990293 0.0033080016834546909 -0.0038909157496786755 0.0019803457545599541 -0.0010755840261477587 0.00089984131211432003 0.0034462872539418096 0.0017428960739379964 -0.0038898605560009477 0.002578587082060586 0.0015822880452752983 -0.0035486106609087112 -0.0023984139046576173
leaf_weight=0.0013270490445904662 0.0013072735046080189 0.001381581110337037 0.0033503098847518223 0.0016951632028252553 0.011348725467371423 0.0059833891311882282 0.0030229020273395682 0.0059120500624345587 0.0022740879665583682 0.0010661994720067014 0.0016639694169811028 0.012435599092192717 0.0016416292454621848 0.0032955362463553675 0.0043315297808739208 0.0032038662147826349 0.004398345928791513 0.0017217940466593964 0.0031696634980562478 0.0018174979268223935 0.0013500711067990778 0.011651574588000816 0.0024378579068056261 0.0029411968716885886 0.007573892234631785 0.0018754242440408575 0.0014096405648160735 0.0013325120162335224 0.0040649406155139891 0.011768699883628386
leaf_count=86 9 18 99 46 105 57 104 153 199 8 83 545 132 33 624 62 76 45 14 5 14 117 62 6 29 51 6 5 93 235
internal_value=0 -8.8614e-05 -0.000131893 -5.33646e-05 -7.9147e-06 4.31397e-05 -0.000216424 0.000882967 -9.33271e-05 1.24736e-05 0.000916209 2.1133e-05 0.000483111 0.000284796 -0.000437044 -0.00022713 3.02569e-05 -0.000204979 -0.000380798 -2.43e-05 -0.00250961 -0.000218391 -0.000363305 -0.000144777 -0.000544884 0.000743268 -0.00143426 -0.00161684 -0.00248443 -0.00183243
internal_weight=0 0.121427 0.12012 0.116769 0.115388 0.113693 0.08685 0.0268426 0.0838271 0.0815531 0.0270899 0.0157412 0.0140772 0.0209305 0.0544631 0.0501316 0.0450005 0.0417966 0.0400748 0.0343264 0.00574842 0.017635 0.0311567 0.0293392 0.026398 0.0107818 0.0156162 0.00320794 0.00513114 0.0142066
internal_count=3121 3035 3026 2927 2909 2863 2503 360 2399 2200 865 760 677 207 1335 711 610 548 503 413 90 174 399 394 388 85 303 56 101 297
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=10 14 147 124 38 1456 457 457 13 3 151 4 41 159 155 15 2 1 457 483 42 11 3 13 0 16 13 0 12 43
split_gain=0.00129794 0.00140838 0.0013086 0.00153533 0.00302533 0.00154748 0.00148843 0.00244981 0.00152644 0.00188161 0.0015898 0.00157679 0.00183303 0.00185504 0.00179185 0.00179361 0.00168693 0.00151829 0.00146287 0.00139374 0.00136868 0.00127894 0.00147681 0.00247821 0.00195772 0.00152184 0.00158103 0.00138213 0.00130467 0.00175002
threshold=-0.15282499999999996 0.086645000000000014 -1.0000000180025095e-35 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.54298999999999997 0.30112000000000005 -0.40381499999999992 0.24564500000000003 0.078475000000000017 0.10862000000000001 0.088610000000000008 0.095175000000000023 0.090935000000000016 0.12873500000000002 0.5717850000000001 1.0000000180025095e-35 -0.088934999999999986 0.080455000000000013 -0.12018999999999998 0.10443000000000001 -0.10607499999999999 -0.18708499999999997 -0.061684999999999997 -0.08824499999999999 0.092355000000000007 -0.48582499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 -5 -8 -9 10 -10 12 13 14 15 18 -13 -17 19 21 -4 22 23 -12 -24 -26 27 -27 29 -28
right_child=1 -3 3 5 -6 -7 7 8 9 -11 11 16 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=0.0029378586720572798 -0.0038113150077511717 -0.0038109411254965233 -0.00042944518546639276 0.0027989312413368834 -0.0037176989289475527 -0.0038108173984637808 -0.0027415040984830772 -0.0034331266691429007 -0.0038108480361290797 0.003810903721986524 0.0035271698764085665 -6.7005926366766553e-05 -0.0036428494732605697 -0.0038117652200916436 -0.0038111742184107475 -0.0033307125410713821 0.0020939661539685216 0.001500922786622677 -0.003811730982082007 -0.0038109443442642089 0.0031876328256422158 -0.0031921275598665285 0.0012190762452400424 4.0815821087555999e-06 -0.0038116791756515316 -0.0031386626537331093 0.0036106579415977479 0.0012615194826791668 -0.0038112307109485627 -0.0012509770694015528
leaf_weight=0.0020823699579466384 0.0013271249865169912 0.0014640477100158469 0.0020001184472278064 0.0025372790087203603 0.0014106606036108369 0.0016427820652857852 0.0050515092857352775 0.0018616064342040764 0.0015838938545016381 0.0018937071973752486 0.0057855201363281455 0.011136809307828344 0.0022279965368170443 0.0019257508796357561 0.0017552252285426553 0.0037065273506833299 0.0099140351229607404 0.001267121455839515 0.0012362562010821412 0.0011287522406178132 0.0063130241834485892 0.0013518892762363057 0.016827687937961841 0.0058101702641124575 0.0018330124428160696 0.0011554534796118779 0.0012529074763278913 0.010063807411874848 0.002249995237612267 0.0075721393582491199
leaf_count=69 20 48 24 22 26 264 139 11 46 80 29 48 72 84 165 270 144 8 7 108 193 16 80 30 17 100 6 328 245 422
internal_value=0 -9.74781e-05 -4.97136e-05 -5.33751e-06 0.00144185 -0.000142264 -8.26702e-05 -0.000156829 -1.7247e-05 5.21151e-05 -2.71637e-05 4.07828e-05 -0.000244472 -0.000127847 -1.52322e-05 9.35627e-05 0.000950718 -0.00209977 0.000287438 0.000379524 0.00231737 0.000467275 0.000561414 0.00176188 0.000221523 -0.000474224 -0.000199822 0.000808352 -0.00122112 -0.000560762
internal_weight=0 0.115287 0.113823 0.112496 0.0097238 0.102772 0.101129 0.0985918 0.0935403 0.0916787 0.089785 0.0882011 0.0671502 0.0649222 0.0629965 0.0612412 0.0210508 0.00497365 0.0562676 0.0550313 0.00831314 0.0539026 0.0525507 0.0115957 0.040955 0.0241273 0.0222943 0.0112193 0.011075 0.00882505
internal_count=3121 3052 3004 2984 243 2741 2477 2455 2316 2305 2225 2179 1987 1915 1831 1666 192 278 1388 1381 217 1273 1257 59 1198 1118 1101 428 673 428
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=160 1213 1425 4 133 52 1 13 52 52 0 0 0 159 0 13 3 1 3 1374 457 0 150 49 0 0 13 15 16 12
split_gain=0.00130482 0.00130311 0.00135312 0.00173835 0.00160129 0.00160679 0.00148137 0.0022141 0.00164233 0.00210081 0.00208887 0.00183357 0.00262637 0.00164077 0.00161774 0.00198229 0.00160969 0.00138549 0.00213518 0.00178763 0.00146688 0.00135905 0.00121999 0.00218584 0.00111621 0.00102489 0.00101471 0.00100057 0.000862819 0.000842986
threshold=-0.40698999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 0.50822500000000004 -0.25159999999999993 -0.43320999999999993 0.11353000000000001 -0.0025349999999999995 0.11434500000000002 0.10744000000000002 0.15398500000000004 -0.059114999999999994 -0.10151999999999999 -0.46986499999999992 -0.084044999999999995 -0.084034999999999985 0.013900000000000001 1.0000000180025095e-35 0.11296500000000002 -0.094929999999999987 -0.0029299999999999994 -0.11437499999999999 0.081835000000000019 -0.0020949999999999996 0.12500000000000003 -0.17169499999999996 0.0027400000000000007 -0.10203999999999998 -0.065999999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 -2 3 4 -3 -6 8 25 9 10 11 12 17 -10 -14 -16 24 18 -7 -19 -21 -9 23 -22 -13 -8 -1 -25 -23 -15
right_child=1 2 -4 -5 5 6 7 21 13 -11 -12 16 14 29 15 -17 -18 19 -20 20 22 28 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035208338437399123 -0.0019989569013005078 -0.0025453084687457584 -0.003522817223715767 0.0026926230204567378 -0.0028159082848283217 -0.0035207017171462415 -0.00037257678622694364 -0.0014610951048697723 0.0022478352504926849 0.003398163894633681 -0.0018139846808234868 0.0026950065836460388 -0.0032292273665106672 3.51394606471006e-05 0.0020158710240885825 -0.0021850172850003554 -0.00071572168499791039 -0.0011076959512333795 0.001512636666711006 -0.00079153941755067433 -0.0025084973438273652 0.0018903534634199283 0.0025576412442954934 0.00037092406562731967 -7.3025686964344947e-05 0.0029531549891152033 0.00052710215765632451 0.0025629317508280092 -0.00030789389550733859 -0.0035213353982402611
leaf_weight=0.0023002168911254719 0.0037940882242430965 0.0028334856200586947 0.0012616454363794096 0.0032160290831697571 0.0022285913275581484 0.0026213128788583539 0.0013687406649296463 0.0044809773075940038 0.0010012742755023396 0.002340906625292404 0.0069953686794974592 0.0078358681733803406 0.0046169339190775737 0.0010682407132662775 0.0023926030270899901 0.0033282795722655656 0.0034809381704690176 0.0060418841349019195 0.0017361017162329517 0.0044721973029027131 0.0021039757684775369 0.0049782054918523508 0.0075262522850323412 0.0053516847959826893 0.0023456953645180087 0.0071286294576964337 0.0011515832312554153 0.0049834289651755686 0.0039828634812693045 0.0036404067373787532
leaf_count=201 466 153 77 158 215 53 13 30 31 30 35 91 459 9 46 390 41 20 5 37 17 29 65 47 18 158 39 52 30 106
internal_value=0 2.79151e-05 0.000100902 0.00014482 6.36005e-05 0.000138993 0.000207716 0.00101093 -3.07944e-05 0.000121098 4.57037e-06 0.000220785 -0.000120968 -0.00184431 -0.00167911 -0.00042811 0.00135078 0.00034141 -0.0015153 0.000606849 0.00103075 0.000121792 0.00143894 0.000762069 0.00205729 0.00241745 -0.00217037 0.00142788 0.000913314 -0.00271449
internal_weight=0 0.109157 0.105363 0.104101 0.100885 0.0980514 0.0958228 0.0219394 0.0738834 0.0681734 0.0658325 0.0588372 0.0451747 0.00570992 0.0103378 0.00572088 0.0136625 0.0348368 0.00435741 0.0304794 0.0244375 0.013442 0.0199653 0.0124391 0.0101816 0.00849737 0.0034518 0.0103351 0.00896107 0.00470865
internal_count=3121 2881 2415 2338 2180 2027 1812 260 1552 1406 1376 1341 1191 146 895 436 150 296 58 238 218 89 181 116 109 171 240 99 59 115
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=39 47 52 44 3 13 48 48 1374 2 48 51 1 16 4 133 131 457 148 133 15 12 1426 484 150 48 2 4 43 9
split_gain=0.00129746 0.00150359 0.00216181 0.00153443 0.00195146 0.0015592 0.00159955 0.00177498 0.00256088 0.00212251 0.00202283 0.00202193 0.00232632 0.00276967 0.00201777 0.00199815 0.00182895 0.00174621 0.00249021 0.00173757 0.00172692 0.00171552 0.00166539 0.00168106 0.0019462 0.00227321 0.00223882 0.00240819 0.00184897 0.00157039
threshold=0.16946000000000003 0.13148500000000005 0.12603000000000003 1.0000000180025095e-35 0.31299000000000005 -0.53104499999999988 0.12879500000000002 0.093265000000000015 -0.094929999999999987 0.092120000000000021 0.10271500000000001 0.10736500000000002 1.0000000180025095e-35 0.0057500000000000008 -0.17966999999999997 0.083950000000000011 0.087870000000000018 0.091015000000000013 -0.084449999999999983 1.0000000180025095e-35 0.083935000000000023 0.092255000000000018 -1.0000000180025095e-35 -0.0068949999999999992 0.087865000000000013 -0.032929999999999994 1.0000000180025095e-35 0.2623950000000001 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 7 8 -7 10 -9 12 13 15 -14 -10 -13 18 -16 -15 -17 -21 -20 -24 26 -26 27 28 -25 -30
right_child=-2 2 -4 -5 -6 6 -8 9 11 -11 -12 16 14 19 17 20 -18 -19 22 21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.0037952404068875884 0.0038118525505339931 -0.0035083309125452872 0.0012206425398634737 -0.0029403965786226425 0.0038108102370337611 -0.0035699247904118917 -0.0022549241301478553 0.0023754971500663121 -0.0030022054443146077 0.002604587889649668 -0.0036406910349048283 -0.0032188358560852623 -0.0025638867848044949 0.0016204930878142166 -0.0038120603315799201 -0.0017527336431167907 0.0024378466458437396 0.0037630615343849393 -0.0038132712241920968 -0.0028770441919783543 0.0028169850416862384 0.0016755719185986627 -0.0023706166617316923 0.0013753690416877403 0.0021486336848237524 -0.0028930700191041499 0.0028082245917487939 0.0037527548947049886 0.0018240401976430069 -0.0029204529572135381
leaf_weight=0.0015274392351329871 0.0012547427043472217 0.0041237814861432289 0.0021277347026398274 0.0024679066701764887 0.0020171926689584998 0.0028354451807786054 0.0040578929662729015 0.0014430716549469489 0.0081628944936511516 0.0083299794921742887 0.0018539036487439375 0.0043392765706684591 0.0023968552269337797 0.0088351284757948179 0.0016223022175836368 0.0030403624596377918 0.0010261447387591716 0.0031411618878109939 0.0010093823745762611 0.0032018436187684083 0.0019843727130712807 0.0019238458761208221 0.001865001754602246 0.0056586351510787844 0.0022454551382224963 0.0030788066175944087 0.014240646462724271 0.0028997368927434772 0.0013487231813087419 0.004068120198112978
leaf_count=10 23 38 24 43 109 44 36 35 657 136 48 129 132 94 14 229 20 41 15 102 191 96 99 140 29 61 214 52 5 255
internal_value=0 -8.55621e-05 -0.0018988 2.70927e-05 0.000101705 2.38785e-05 8.55372e-05 0.000190421 -1.4341e-05 0.00158035 -0.00100743 0.000118158 0.000289244 -0.000586285 0.000834726 -0.00183852 -0.00213699 0.00103255 0.000807058 0.000596595 5.19436e-05 -0.00116829 0.00101284 0.00115043 0.00134622 -0.000766781 0.00174494 0.000661463 -0.000147887 -0.00173914
internal_weight=0 0.106873 0.00625152 0.100622 0.0981536 0.0961364 0.094609 0.0905511 0.0789241 0.011627 0.00329698 0.0760887 0.0707233 0.0271484 0.0435748 0.0131876 0.00536542 0.041178 0.0380368 0.0139608 0.00502474 0.00512569 0.0364145 0.0354051 0.0335401 0.00532426 0.0282159 0.0139752 0.0110755 0.00541684
internal_count=3121 3098 62 3036 2993 2884 2874 2838 2619 219 83 2575 2426 1369 1057 1077 149 925 884 292 420 198 870 855 756 90 666 452 400 260
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=1 1447 12 151 484 160 160 133 52 42 4 133 3 150 15 38 1444 403 43 159 13 1429 47 4 43 48 14 48 3 13
split_gain=0.0075444 0.00751624 0.00672691 0.00689952 0.00607956 0.00572485 0.00647622 0.0057032 0.0057015 0.00563403 0.00579336 0.00819558 0.00751288 0.00630792 0.0062624 0.00530018 0.00523105 0.00499081 0.0053813 0.00693157 0.00746538 0.00399593 0.00382423 0.00821221 0.00797252 0.00535919 0.00610419 0.00570044 0.00523728 0.00648795
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.064509999999999984 -0.50825999999999982 -0.0068949999999999992 -0.091944999999999985 -0.085579999999999976 -0.25159999999999993 -0.43320999999999993 -0.095284999999999995 -0.080924999999999983 0.10622000000000002 0.013900000000000001 0.083250000000000005 -0.040439999999999997 0.10386000000000002 -0.083144999999999983 0.087735000000000021 0.093175000000000022 0.092630000000000018 -0.28558999999999996 0.086095000000000019 0.093140000000000014 -0.17966999999999997 -0.25681499999999996 0.12879500000000002 -0.46885499999999997 -0.086869999999999989 -0.10519499999999998 -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=4 -2 15 -4 -1 16 -7 -5 -9 -8 11 17 13 21 -15 -3 -6 18 19 20 -11 -12 23 -10 -25 26 -26 -28 -24 -30
right_child=1 2 3 7 5 6 9 8 22 10 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 28 24 25 -27 27 -29 29 -31
leaf_value=-0.001577893303765061 -0.0012270359023730706 0.0012724744462344936 -0.0015779006080367099 -0.0014457362859393631 0.0014619434603721677 0.0010865839841668493 -0.0015779170290409884 -0.0015773484085391672 -0.0013495939586870385 -0.001365923670164347 -0.0014043663289412512 -0.0015790786325055961 7.420146069198306e-05 0.00081386123840368571 -0.0015773161947238764 -0.00028997908161321792 -0.0015777254511519098 -0.0013354387602207717 0.0014637029027717884 -0.0015526958154462429 0.00067689360643385216 0.00098958647696720638 0.00087980321022643215 -0.0013592941873413126 -0.00055158962080694221 -0.00038374471607825441 -0.00058451126028748895 0.0010958038378146972 0.00060328775705027684 -0.00082240319555417971
leaf_weight=0.0082864993403575227 0.009021923387535935 0.023927819298535269 0.0057605047049946725 0.0051911498881054277 0.0016054454836194063 0.010386042005166018 0.0070388630077218286 0.0041951771820549757 0.0058510166909400132 0.0050167670415248713 0.028732223581130256 0.005905915601886135 0.040279973945871461 0.0086858125230264704 0.0039681634898443017 0.006972575305553618 0.011446243129171307 0.0040369805190039179 0.011169918396944922 0.0047825207766436497 0.03930008824579545 0.0018453380062055649 0.010864053678233176 0.005009200773201882 0.0072536396546638562 0.010298354525730247 0.0054372201923342791 0.065576594971389568 0.011659449194667104 0.024870377951174305
leaf_count=397 47 254 17 26 11 63 157 116 15 5 652 99 47 44 52 18 281 40 23 12 265 30 10 13 15 16 16 287 38 55
internal_value=0 0.000179826 0.000245636 0.000116996 -0.000256528 -0.000197084 -0.000120311 0.0001795 0.000235367 -0.000198282 -0.00013511 0.00019877 -0.000415818 -0.000872383 6.40113e-05 0.000919912 -0.00120383 0.000362048 0.00047575 0.000250994 0.000445642 -0.00125989 0.000287163 0.000462882 0.000576212 0.000685682 0.000826396 0.000967149 -8.14714e-05 -0.000367357
internal_weight=0 0.201889 0.192867 0.161967 0.192487 0.1842 0.171149 0.156206 0.151015 0.160763 0.153724 0.0702122 0.0835115 0.0432315 0.012654 0.0309004 0.0130517 0.0643063 0.0602693 0.0490994 0.0443169 0.0305776 0.14682 0.099426 0.093575 0.0885658 0.0782675 0.0710138 0.0473939 0.0365298
internal_count=3121 943 896 624 2178 1781 1489 607 581 1426 1269 444 825 778 96 272 292 345 305 282 270 682 465 362 347 334 318 303 103 93
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=39 43 123 48 47 13 52 132 0 12 48 52 129 456 0 52 38 4 1 4 457 48 160 159 12 12 52 160 133 40
split_gain=0.00120218 0.00133507 0.00129857 0.00148758 0.00153196 0.00135584 0.00195445 0.00166024 0.00219735 0.00167024 0.00153977 0.0014898 0.00143568 0.00146123 0.00134156 0.00130305 0.0012958 0.00134298 0.00230385 0.00211996 0.00220267 0.00207659 0.00223813 0.00155782 0.00148839 0.00132494 0.00184326 0.00186846 0.00154021 0.00123794
threshold=0.16946000000000003 0.24789500000000006 1.0000000180025095e-35 0.083985000000000018 0.086785000000000015 -0.10664 0.11434500000000002 0.081465000000000024 -0.019414999999999998 0.081420000000000006 0.10271500000000001 -0.10286999999999999 1.0000000180025095e-35 0.084065000000000015 -0.13455999999999999 -0.43320999999999993 0.084835000000000008 0.0061450000000000003 0.079415000000000013 -0.0016099999999999997 0.082380000000000009 0.12649500000000002 0.088755000000000014 0.091530000000000014 0.098810000000000023 0.090455000000000021 -0.085984999999999992 -0.091944999999999985 0.084415000000000018 -0.082074999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 12 9 -9 11 -1 13 15 -13 -7 17 19 -19 20 23 22 -20 24 25 26 -17 -28 -29 -4
right_child=-2 -3 3 -5 -6 7 -8 8 -10 -11 -12 14 -14 -15 -16 16 -18 18 21 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0014107620494940368 0.0033183541395740467 -0.002065589763111309 -0.0009257064024512752 0.0028111658750371378 -0.0028855921329943557 -0.0033174518523157426 -0.0025811630403799095 0.001770599886733015 0.0032380289385097651 -0.0031667459503096785 -0.00067927311692026144 0.00029276119807719017 -0.0032853715084596819 -0.0028361962463898708 0.0030173375003854624 -0.0032619169597672489 -0.0032595634322991323 -0.0033174934874629939 0.0004562800604333153 -0.0032713793378362594 0.0020058356031245586 -0.0018769603087288556 0.0030561087241409144 -0.0033181660599005715 -0.0033178277540704326 0.0016001254652007531 -0.003317657211591404 0.00084615900419901925 -0.0028053211251833523 0.0026820112047604002
leaf_weight=0.0014262195040259948 0.0011638625310013131 0.003568863288450074 0.0018627513475806268 0.0037000097623831607 0.001413000536558684 0.0015192290316079484 0.0017518265400475732 0.0015030103097615211 0.0032075778022431214 0.0015127475473448726 0.0038654996026252783 0.0028082290524480422 0.0019272141721557992 0.0025641242205409745 0.0068136635812265913 0.0024076295255461818 0.0014944508742757981 0.0017672655516793858 0.020965546227316167 0.0030070544127411896 0.0038013512239558614 0.0033328149431781631 0.004410097735686235 0.0022853501300801318 0.0018028272210059973 0.0037628359630197386 0.0017303831045154547 0.0099777582235667205 0.0014566872815535712 0.0023886714949057364
leaf_count=30 23 187 55 113 7 207 38 16 39 177 30 55 158 149 80 59 25 139 197 103 55 19 23 84 126 253 100 368 125 81
internal_value=0 -7.18102e-05 -9.84891e-07 0.00117531 0.000106761 -0.000121897 0.000733358 -0.00031338 0.00132678 -0.000706044 0.0011227 0.00175317 -0.000463019 -0.00038096 0.00222215 -0.000282162 -0.000208028 -0.000132908 0.000358497 -0.000628276 -0.000336339 0.000584787 0.000908111 -0.000716446 -0.00043516 -0.00016638 -0.000593228 -0.000105168 0.00038098 0.0011013
internal_weight=0 0.104035 0.100466 0.00936443 0.00566442 0.0911014 0.0166654 0.074436 0.00622334 0.00301576 0.0149136 0.0110481 0.0682126 0.0662854 0.00962189 0.0637213 0.0622021 0.0607076 0.0304757 0.0302319 0.0272248 0.0287085 0.0253756 0.0234235 0.0211381 0.0193353 0.0155725 0.0131648 0.0114344 0.00425142
internal_count=3121 3098 2911 256 143 2655 233 2422 232 193 195 165 2190 2032 135 1883 1676 1651 378 1273 1170 239 220 1115 1031 905 652 593 493 136
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=31 45 14 156 157 1 1429 1213 1456 15 51 158 130 43 15 133 0 2 150 0 43 4 13 4 49 0 4 4 49 49
split_gain=0.00116287 0.001144 0.00152681 0.00110358 0.00129855 0.00144231 0.00136306 0.00132965 0.0013446 0.00124527 0.00188367 0.00133056 0.00134595 0.00141482 0.0016011 0.00182139 0.00125918 0.00156156 0.0011701 0.00269305 0.00161385 0.00227223 0.00206887 0.00174886 0.00165575 0.00114389 0.00105898 0.00192473 0.00104573 0.00103758
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.073574999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.11144500000000002 0.084765000000000021 -0.0015749999999999998 -0.052894999999999991 -0.095869999999999983 0.10622000000000002 -0.20211999999999997 0.099515000000000006 0.15024000000000001 -0.23091999999999999 0.070450000000000013 -0.080924999999999983 -0.117405 0.27287000000000006 0.13984500000000002 -0.12333499999999999 -0.17966999999999997 -0.0024449999999999997 -0.087004999999999985 -0.12164499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -8 -9 10 -10 12 -11 29 16 18 -15 25 19 -16 23 -22 -23 24 26 -18 -21 28 -28 -14
right_child=1 2 -4 4 6 -7 7 8 9 11 -12 -13 13 14 15 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033845180113172917 0.0033846213401851409 -0.0033836888208429046 -0.0025346394616310012 -0.001741931123208359 -0.0033852700627354194 0.0018561166459556667 -0.0027138359969040892 -0.0026010555235763113 0.0028444552060612818 -0.0016967528969953742 -0.0011233800204481696 -0.0023027843749855621 -0.0014454165081834538 -0.0028374079815115432 0.0029154062817753645 -0.00321496283140361 0.00099481436649384797 0.0016217773286297903 -0.0025991850860471004 -0.0031527631445362049 0.0024468397979229336 0.0024342555689223231 -0.0022869490361568834 0.0033840232615528609 0.0027471248370908997 -0.0033845860173115751 -0.0022625244122346832 -0.0022563060582404342 0.0014965743561619863 0.0010902508134975222
leaf_weight=0.0011264013196985436 0.0010837076924872227 0.0011152018423601353 0.0028880256488008618 0.0015430622231598079 0.0014442281872959475 0.0073546581966752456 0.0021228088261260316 0.0022162850560576422 0.004132655260875139 0.0047628177591185752 0.0020488080898530825 0.0028883552464797893 0.00203282718820219 0.0040623873865115456 0.0044517482488117708 0.0017387220167552888 0.0010103839777002577 0.0025084778003119368 0.001478685677284374 0.0028158706323892961 0.0060492659186053288 0.0016096275076051825 0.0031266898020589906 0.0011477956832095524 0.0012592659372216994 0.0021060619734889485 0.0010800315176311441 0.0051718484572731722 0.0039301729765241931 0.020261289582350628
leaf_count=86 9 159 99 174 72 150 462 162 154 172 14 127 39 24 32 161 10 42 3 52 31 12 92 21 9 54 13 65 135 486
internal_value=0 -7.27742e-05 -0.000110868 -3.75472e-05 2.00159e-06 0.00123214 -0.000126079 -7.00516e-05 -1.51762e-06 7.07937e-05 0.00152934 -5.18851e-05 4.01974e-05 0.000165845 -0.000189041 0.000157984 -0.00140198 -0.000365305 0.000340562 0.000482424 6.88771e-05 0.00107266 -0.000682458 -0.000633906 -0.000957376 -0.00196474 -0.00131628 -0.00080839 0.000686239 0.000859043
internal_weight=0 0.0994418 0.0983581 0.09547 0.0943548 0.00889772 0.0854571 0.0840129 0.0818901 0.0796738 0.00618146 0.0734923 0.070604 0.0658412 0.043547 0.0338597 0.00968731 0.00562492 0.032121 0.0306423 0.0261906 0.0107856 0.00473632 0.015405 0.0142572 0.00311645 0.0129979 0.0101821 0.0050102 0.0222941
internal_count=3121 3035 3026 2927 2768 324 2444 2372 1910 1748 168 1580 1453 1281 756 626 130 106 465 462 430 135 104 295 274 64 265 213 148 525
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=3 31 14 124 4 47 43 43 15 1456 0 3 49 39 13 13 2 132 151 0 483 14 15 14 151 42 39 52 16 41
split_gain=0.00556195 0.00543495 0.00526025 0.00579832 0.00532038 0.0062963 0.00642521 0.00545137 0.00527784 0.00533156 0.00509293 0.00749094 0.00713422 0.00612575 0.00773034 0.00535193 0.00913124 0.00528187 0.00491497 0.00484377 0.00472115 0.0046618 0.00496592 0.0045658 0.00432152 0.00548622 0.00501182 0.00405168 0.00561052 0.00405031
threshold=0.31299000000000005 -1.0000000180025095e-35 0.08840000000000002 -0.043384999999999993 0.24564500000000003 0.12431000000000002 -0.14968999999999996 -0.076124999999999984 -0.098289999999999975 -1.0000000180025095e-35 -0.10607499999999999 -0.12018999999999998 0.0034800000000000005 0.16946000000000003 -0.084034999999999985 -0.084319999999999992 0.097845000000000015 0.081465000000000024 -0.083969999999999975 -0.17169499999999996 -0.084359999999999991 0.018475000000000002 -0.053579999999999996 -0.46885499999999997 -0.084304999999999977 -0.088934999999999986 0.084405000000000008 -0.092399999999999982 -0.015314999999999997 0.08178500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 24 8 6 -6 -8 20 -10 27 12 17 14 15 16 -13 -12 -9 -2 -5 22 -16 -20 -3 -26 -27 -11 -29 -25
right_child=19 2 -4 4 5 -7 7 18 9 10 11 13 -14 -15 21 -17 -18 -19 23 -21 -22 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.0013475163169588905 -0.00049472877215393242 0.0013451635263161225 -0.0013467960215054683 0.0013354645689589298 0.0013324305861807993 -0.00097077058373165029 -0.00086895561000217771 -0.00069521121338114494 -0.0013463022349613513 -0.0008897901998004841 -0.00036272517408240734 -0.0011828741428663923 0.0012464164374190716 0.0013473913615033217 -0.0002512286950228877 0.0010635704949017023 0.00034516604137704474 0.0010780044785911982 -0.00053728619271267177 0.0013464384978776789 -0.0011471949556911951 0.0013472987998448043 -0.0011831757354212186 0.00076294613217803124 -0.0011418058428093402 -0.00070162230115384497 0.0010343684086576747 3.5168679441693289e-05 0.00095289515991543445 -0.00034279311132178955
leaf_weight=0.0048925582129299974 0.0035776445474766669 0.0082604794056351238 0.0058475574093108653 0.0015196643207673324 0.0093541614844525611 0.0079618074760219315 0.0084503137370575132 0.0080673594729887554 0.0066592079846827792 0.0058565694362187051 0.025223953574709412 0.01229763601685363 0.0092807927481999286 0.0031963948790689747 0.014111555776167961 0.0063278539779219036 0.016712484129129734 0.0056405559516861095 0.0075591736786009269 0.0093625052090828831 0.015967938205164955 0.0016719864797778419 0.038939333595209291 0.038748379140315592 0.0043860687110282006 0.0041263855182478446 0.011162325295913433 0.044889521283266731 0.016504941868788592 0.0071009238636179353
leaf_count=78 16 43 42 6 23 21 50 20 256 22 117 363 20 12 277 20 36 12 18 104 203 2 961 115 23 20 85 95 43 18
internal_value=0 -6.11419e-05 -8.10709e-05 -5.93006e-05 -0.000111893 0.000170222 0.000284808 0.000144665 -0.000221378 -0.000161481 -0.000122159 -0.000274408 0.000211704 -0.00048367 -0.000548657 -5.79505e-05 -0.000302583 -9.94287e-05 0.000283995 0.000837399 -0.000931453 -0.000865536 -0.000935277 0.000431904 0.000528166 0.000185148 0.000565829 0.00017985 0.000281885 0.000591694
internal_weight=0 0.350718 0.345825 0.339978 0.312043 0.0872421 0.0792803 0.0699261 0.2248 0.207313 0.200654 0.133403 0.0401453 0.0932572 0.0900608 0.035338 0.0290101 0.0308645 0.0614758 0.0129401 0.0174876 0.0547229 0.0530509 0.0534085 0.0279353 0.0196748 0.0152887 0.067251 0.0613945 0.0458493
internal_count=3121 3001 2923 2881 2710 265 244 221 2445 2236 1980 1820 149 1671 1659 419 399 129 171 120 209 1240 1238 151 171 128 105 160 138 133
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=160 1 51 2 403 3 133 159 42 131 133 52 4 3 52 16 2 52 2 15 151 49 44 13 3 0 160 11 3 13
split_gain=0.00117753 0.00125548 0.00171938 0.00142038 0.00133141 0.00160878 0.0013183 0.00125265 0.00127617 0.00111841 0.00139204 0.00148416 0.0015007 0.00258646 0.00139154 0.00129902 0.00191613 0.00128585 0.00119261 0.00114369 0.00109114 0.00134197 0.00140679 0.0015214 0.00165241 0.0018326 0.00122611 0.00118887 0.00117099 0.00123525
threshold=-0.40698999999999991 0.094385000000000011 0.08955500000000001 0.14753000000000002 0.090990000000000015 -0.52915999999999996 -0.25159999999999993 0.091530000000000014 -0.095284999999999995 0.087705000000000019 0.10622000000000002 0.11434500000000002 -0.080924999999999983 0.090900000000000009 -0.080114999999999978 -0.083134999999999987 0.096540000000000015 -0.088204999999999992 0.086950000000000013 -1.0000000180025095e-35 -0.5225749999999999 0.10969000000000002 0.083555000000000018 -0.082904999999999993 0.12178000000000001 -0.23051499999999997 -1.0000000180025095e-35 0.081365000000000007 0.086245000000000016 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 8 -7 10 11 12 15 14 17 -10 18 19 -17 -14 -8 22 23 26 25 -25 -22 -28 29 -27
right_child=1 3 -4 -5 -6 7 20 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.00194019539430978 0.0031267338101008011 -0.0028343997521370996 -0.0025600124535543581 0.002460120659191556 -0.0031263079627368937 -0.0027348156819301597 -0.0026561862289543187 -0.0021200487909953658 0.0028183925472872189 -0.0021302929678547996 -0.0031266856702168305 -0.0028831146724872616 -0.0024303652837240884 0.0017096817085511069 -0.001781434377724829 0.0011572826182993069 0.0020742144045029303 0.0022891955897119771 -0.0022241309342852598 0.0014345056116618531 -0.00086392624585589738 0.0020405875564501277 -0.0030020114870683134 0.0022880820931125427 -0.0016878000429967096 -0.0021605012958869079 0.0028857894712576064 -0.00019932826008784224 -0.0014081728914065684 0.00062885441470090706
leaf_weight=0.0030574247970136517 0.001478766032960265 0.0013246915045783672 0.0031834636778746974 0.0029941641254609399 0.0014458976047357899 0.001632253692896767 0.0011660316359893832 0.003045467765314668 0.0039120282235387558 0.0020788387421717394 0.0011616216109011637 0.0013231913095026462 0.0018953030728425801 0.0054180881934371419 0.0071007574010426714 0.0017099077190429954 0.0044839553135034294 0.0020300195841400559 0.0025228469931164454 0.0012360293021416169 0.0016774994901567197 0.0044250585145846335 0.0012766216598265592 0.0039277705773201809 0.0047292132761640451 0.0017244901532364994 0.0049766107598472331 0.0016170547760339105 0.0047279689906076774 0.015443234413744742
leaf_count=240 7 26 158 112 199 145 15 158 113 191 196 60 147 23 393 78 20 24 42 18 49 56 13 32 28 114 99 15 42 308
internal_value=0 3.04564e-05 -0.000344309 0.00037261 -0.000178244 -7.43522e-05 0.000239669 -0.000194039 -3.33591e-05 9.30858e-05 0.000234029 0.000357444 0.000498916 -8.89358e-05 -0.000883666 0.00132191 0.00065029 0.000351444 -0.00085814 -0.000904787 0.000328793 0.000406963 0.000226694 0.000332862 1.09018e-05 0.000321996 0.00152214 0.00212918 -3.06916e-05 0.000348665
internal_weight=0 0.0956688 0.0456584 0.0500104 0.042475 0.0410291 0.0470162 0.0395503 0.0365048 0.0348726 0.0327937 0.0316321 0.0303089 0.0176802 0.0122621 0.0126287 0.00871671 0.00516135 0.00423275 0.00313133 0.0456916 0.0445255 0.0401005 0.0388238 0.0305527 0.0258235 0.00827117 0.00659367 0.0218957 0.0171677
internal_count=3121 2881 1972 909 1814 1615 797 1608 1450 1305 1114 918 858 605 582 253 140 189 120 165 771 756 700 687 524 496 163 114 464 422
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=39 47 50 1 146 15 50 14 42 124 13 2 1429 1366 1 33 42 1373 1375 48 160 160 49 0 33 1 16 4 2 13
split_gain=0.00110971 0.00135096 0.00178242 0.00152483 0.00166877 0.00154451 0.00133119 0.00118786 0.0012128 0.00178416 0.00164858 0.00143605 0.00141922 0.00145765 0.00126725 0.00124228 0.00136023 0.00125605 0.00121795 0.00162085 0.00166834 0.00155107 0.00166024 0.00169591 0.00125788 0.00141338 0.00174844 0.0019579 0.00138081 0.00221015
threshold=0.16946000000000003 0.13148500000000005 0.12436500000000002 0.11323000000000001 0.12035500000000002 0.095175000000000023 0.10647500000000001 0.076175000000000007 -1.0000000180025095e-35 -0.027784999999999997 -0.53104499999999988 0.096540000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08864000000000001 -1.0000000180025095e-35 0.091735000000000025 0.085770000000000013 -0.43996499999999994 0.093265000000000015 -0.090764999999999985 0.11205000000000002 -0.087004999999999985 -0.11437499999999999 0.083840000000000012 0.095025000000000012 -0.0007049999999999999 -0.083854999999999985 0.097220000000000015 -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 -3 5 -5 6 7 8 11 -10 -11 -1 -12 -14 -13 -15 17 18 -17 20 -20 22 -22 -24 25 26 27 -25 29 -28
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 12 14 13 15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0025625934664755237 0.0035214091907711611 -0.0032010389873804892 0.00095696632966223746 0.0012160659847206784 -0.0033257375554821022 -0.0024353650064633447 -0.0032991301498556842 -0.0034111069648998238 0.0027655272253778729 -0.0035212094075115071 -0.0035217371764526247 -0.0010832032496345444 -0.0035209024314844721 -0.0033538625675391493 0.0035206222826819553 -0.0012155934503929767 -0.0014524360766424958 -0.0024995457297291275 -0.0023897900334851254 0.0026175588727554385 -0.0017381266586829578 -0.0027752260787693534 0.0025685795678436433 0.001532303165138807 -0.0029035438640291557 0.0030212520219486212 -0.0027305815851055436 -0.0027321661468845009 0.0027601281026776521 0.0030486415269462487
leaf_weight=0.0043949908986142807 0.0010764393892657145 0.0036532735175995859 0.0019645911291945595 0.01693771560269397 0.0010655632286216124 0.003636068390969526 0.0015536809630560802 0.0012421913871492043 0.0032754838327377902 0.0015230481840262646 0.0012419248101629412 0.0021282101774460216 0.0012147770192569842 0.0010779756987631109 0.0011366143839950382 0.0035207332414017847 0.0041710393511351631 0.0015123281945363934 0.0021128212112202496 0.0060652388207422794 0.0024695794328692946 0.0013979731204969417 0.0085525378160582338 0.0021718714033376165 0.001147686787589918 0.0031707220177281661 0.0018944201346897671 0.0034588776637143326 0.0044884905595949931 0.0014458871168585886
leaf_count=533 23 38 24 390 4 355 228 55 96 8 115 120 47 20 21 10 234 25 111 70 36 30 72 27 14 61 55 254 32 13
internal_value=0 -7.32958e-05 -0.00174697 3.35401e-05 0.000947249 -0.000201439 -7.90523e-05 -1.86431e-06 6.47507e-05 0.000244712 8.785e-05 -0.00124889 0.000195388 0.000287951 0.00051957 0.000383041 0.000467704 0.000652203 0.00076597 0.000947765 0.000634319 0.000845902 0.00102167 0.00128052 0.000660867 0.000906854 0.000408756 -0.00108729 0.00148477 -0.000228984
internal_weight=0 0.0936263 0.00561786 0.0880085 0.0180033 0.0700052 0.0663691 0.0648154 0.0635732 0.0559134 0.0526379 0.00765982 0.0511149 0.049873 0.00326482 0.0486582 0.0475802 0.0434092 0.0418968 0.0383761 0.0323109 0.030198 0.0288001 0.0263305 0.017778 0.0166303 0.0134595 0.00563075 0.0078288 0.00334031
internal_count=3121 3098 62 3036 394 2642 2287 2059 2004 1330 1234 674 1226 1111 141 1064 1044 810 785 775 705 594 564 528 456 442 381 281 100 68
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=160 124 38 1456 151 4 155 49 13 13 403 41 15 16 14 4 150 0 1 12 151 15 42 159 4 1 157 49 4 16
split_gain=0.00101373 0.001071 0.00210295 0.00130983 0.00121611 0.00124103 0.00121134 0.00116495 0.00124828 0.00162286 0.0012137 0.00117971 0.00121486 0.00113936 0.00109579 0.00102835 0.000996268 0.00133293 0.00156635 0.00146001 0.000993641 0.00126521 0.00180121 0.00178242 0.00139298 0.00142898 0.0016465 0.00172166 0.00128285 0.0011426
threshold=-0.40698999999999991 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 -0.40381499999999992 0.27044500000000005 0.088610000000000008 0.10671500000000002 -0.53104499999999988 -0.47860499999999995 0.090990000000000015 0.078475000000000017 -0.14147499999999996 -0.40995499999999996 0.078745000000000009 -0.49013999999999996 -1.0000000180025095e-35 -0.15350499999999997 0.11230000000000001 0.12477500000000001 0.056735000000000001 0.084050000000000014 0.091295000000000015 0.10862000000000001 -0.069389999999999993 0.094465000000000007 -0.078754999999999978 -0.047584999999999995 0.058735000000000009 -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=-1 2 -2 4 -3 6 7 8 -6 -10 11 12 -11 -14 15 -15 -7 -18 -19 -20 21 23 -23 24 -17 26 -26 29 -29 -28
right_child=1 3 -4 -5 5 16 -8 -9 9 10 -12 -13 13 14 -16 20 17 18 19 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0019034848229139848 0.001779318865284429 -0.0028775823288268556 -0.0031024408755592199 -0.0031886779606712505 -0.0031891775313637044 -0.0018436717876811504 -0.0031888627999521395 0.0016119110811040835 0.0021262409939205333 -0.0028078472325130943 -0.0031887680915374441 -0.0029338805206744413 -0.002134887582995263 -0.0017045910676529081 -0.0031888116900338948 0.0021296730783821171 0.002965081051997648 -0.00079762079696195864 0.0031888261654516538 -0.00069755788193028771 -0.00085760496406914741 -0.0022995351923326699 0.0014420643496071124 -0.0031635949220705597 0.0018290255537630991 0.0013830673423949344 0.0021983475720481031 -0.0031896007517459015 0.00053648904498779606 -0.00098373340646771201
leaf_weight=0.0028389494578391341 0.0069304241404601896 0.0014906674344388185 0.001030426206355628 0.0013536311905806278 0.0013885890576830198 0.0012043044475831275 0.0013098354111988888 0.0038341083552175794 0.0030676312287596366 0.0016270735732319954 0.0013990005244579598 0.0015349907826021072 0.0024340033386209747 0.0027822237211836331 0.001006438447646473 0.0071116237534383222 0.0031867660089517367 0.0043627761837115031 0.0029510992307208994 0.0014732112622368732 0.0064637850743167738 0.0034954734642980148 0.0020899750904987968 0.001140724862089825 0.0030309533473129599 0.010463752765531353 0.0021786636061733589 0.0035476785698414079 0.0012775756288050388 0.0024228243350563625
leaf_count=240 231 54 26 240 10 14 163 100 16 66 191 69 38 48 31 85 59 46 118 16 73 473 214 55 96 124 10 150 34 31
internal_value=0 3.23929e-05 0.00114744 -7.90826e-05 -2.53081e-05 3.00646e-05 -0.000154436 -9.06356e-05 -0.000202292 -0.000129622 -0.000257757 -0.000179813 -9.70394e-05 -7.83684e-06 0.00010229 0.000174288 0.000920594 0.00119862 0.000557984 0.00189473 0.00029523 0.000497945 -0.000899495 0.000748327 0.00089691 0.000514433 -0.000215171 -0.000872436 -0.00220305 0.000522884
internal_weight=0 0.0875902 0.00796085 0.0796294 0.0782757 0.0767851 0.0636069 0.0622971 0.058463 0.0570744 0.0540068 0.0526078 0.0510728 0.0494457 0.0470117 0.0460053 0.0131782 0.0119739 0.00878709 0.00442431 0.043223 0.0367592 0.00558545 0.0311738 0.0300331 0.0229214 0.0124577 0.00942674 0.00482525 0.00460149
internal_count=3121 2881 257 2624 2384 2330 2077 1914 1814 1804 1788 1597 1528 1462 1424 1393 253 239 180 134 1345 1272 687 585 530 445 321 225 184 41
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=10 14 124 38 1456 8 151 2 41 1429 16 15 0 16 15 16 16 0 2 2 16 12 12 12 484 1 401 456 52 133
split_gain=0.000949757 0.000989098 0.000971123 0.00139862 0.00114809 0.00108633 0.00104921 0.00103743 0.00138732 0.00143533 0.0013748 0.0010813 0.00140273 0.00113656 0.00147966 0.00166096 0.00111066 0.00110635 0.00103769 0.00188672 0.00113446 0.000998425 0.00155652 0.00146526 0.00127672 0.000984081 0.000879348 0.000909438 0.000861524 0.00132422
threshold=-0.15282499999999996 0.086645000000000014 -0.043384999999999993 0.082490000000000022 1.0000000180025095e-35 0.087195000000000009 -0.40381499999999992 0.098035000000000011 0.079885000000000025 0.084545000000000009 -0.54165499999999989 -0.074054999999999996 -0.23194499999999998 -0.008904999999999998 -0.024814999999999997 0.15891500000000003 0.23311500000000004 0.16094000000000003 0.11548000000000001 0.12595500000000001 -0.39185999999999993 0.12757000000000002 0.11650500000000001 0.11418000000000002 -0.0068949999999999992 0.099400000000000002 0.083100000000000021 0.084065000000000015 0.091820000000000013 -0.029034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 25 5 6 -4 8 9 21 -9 12 -12 18 -15 -16 -17 -18 20 -20 -13 22 23 24 -8 -2 27 28 -26 -30
right_child=1 -3 4 -5 -6 -7 7 10 -10 -11 11 13 -14 14 15 16 17 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0034332983728371002 0.00087781378236135394 -0.0043774073738627808 -0.0038925734533820614 -0.0032091336160981181 -0.0043773290555152071 0.0042516490939962688 -0.0043776305482306202 0.0043455513474722363 -0.003992052088373459 0.003011471937028509 -0.0028067544322108069 0.00055539761609460861 0.0021305441061904877 -0.0042266357840019149 0.0030818688559778383 -0.0028069883413503766 -0.0022052430877615593 0.003060044538450617 0.0036676959637077593 -0.0033404009063759538 -0.0043794925255238263 0.0033611586038468045 -0.0043792361582715858 0.0042400541279100524 0.00011810678016263112 0.0043774514920620587 -0.0043573215700092888 -0.0043778148304832298 0.002341407817589946 -0.003319883266084532
leaf_weight=0.0014839698248536584 0.004071452216180659 0.0010226076575321477 0.0014373622908436792 0.0010642860178222691 0.0012370942851358526 0.0010704244055972359 0.0016729902147574185 0.0016894536538529783 0.0021342107739599206 0.0022684417268052917 0.0012711333226889119 0.0012371771317987168 0.0083049618719357454 0.0011204603537109383 0.0044282013471104182 0.0023391846298181918 0.0012046696699954396 0.002092525020998437 0.0015518426066734037 0.0013998133133981128 0.003202769248439096 0.0011984860741449657 0.0020773773380966523 0.0012162693523798387 0.025887848084618525 0.0024751102307192241 0.0010704674877537448 0.0010249803122235326 0.0010368703668746093 0.0033454737962870231
leaf_count=69 55 48 54 28 264 28 186 36 56 87 17 13 259 74 51 16 95 7 35 27 54 21 15 11 821 161 186 55 56 236
internal_value=0 -9.8682e-05 -4.66746e-05 0.00144441 -0.000194981 -0.000126254 -0.0001894 -0.00011626 -0.00055195 -0.000371998 0.00051056 0.000280421 0.00147517 -0.000335459 0.000544649 0.00107582 -0.000500221 0.00113631 -0.00166725 0.000344129 -0.0030044 -0.000571195 -0.000697436 -0.000480488 -0.000649162 0.00220095 -0.000456437 -0.000323005 -0.000185705 -0.00198041
internal_weight=0 0.0851539 0.0841313 0.00761085 0.0765205 0.0752834 0.074213 0.0727756 0.0429334 0.0407992 0.0298422 0.0281527 0.0095761 0.0185766 0.011185 0.0100646 0.00563638 0.00329719 0.0073916 0.00295166 0.00443995 0.0385308 0.0373323 0.0352549 0.0340386 0.00654656 0.0323656 0.0312952 0.0302702 0.00438234
internal_count=3121 3052 3004 244 2760 2496 2468 2414 1730 1674 684 648 276 372 243 169 118 102 129 62 67 1587 1566 1551 1540 216 1354 1168 1113 292
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=1 3 3 4 49 2 1446 52 2 133 1 151 457 40 0 42 160 12 15 47 48 49 147 14 0 16 52 52 151 151
split_gain=0.00492891 0.00482873 0.0046817 0.00480739 0.00449807 0.00510033 0.00436865 0.00454059 0.00416631 0.00437048 0.00353419 0.00351493 0.0033555 0.00333073 0.00332312 0.00328144 0.0041232 0.00506927 0.00306836 0.00445876 0.0061906 0.00398786 0.00328227 0.00324055 0.0030688 0.00300744 0.00277033 0.00479511 0.00216535 0.00214742
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.080924999999999983 0.0034800000000000005 0.11093500000000002 0.090050000000000005 -0.43320999999999993 0.14753000000000002 -0.25159999999999993 0.080000000000000016 -0.5225749999999999 0.082380000000000009 -0.081369999999999984 -0.24955499999999997 -0.088934999999999986 -1.0000000180025095e-35 0.084100000000000022 0.035560000000000008 0.086785000000000015 0.12879500000000002 -0.14750499999999997 0.10271500000000001 -0.46885499999999997 -0.062294999999999996 -0.53943499999999989 -0.081429999999999989 -0.088204999999999992 -1.0000000180025095e-35 0.08357500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 5 10 7 -2 9 -9 -1 -11 -4 -5 -15 -3 -17 -18 19 20 22 -20 23 -13 25 -21 27 -16 -23 -19
right_child=6 2 12 13 -6 -7 -8 8 -10 11 -12 18 -14 14 26 16 17 29 21 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073517369497754805 -0.0013461841317805171 -0.0013469648783635743 -0.00022568969680095366 0.00051388199184964917 0.0010860251539117065 0.00097833119267872132 -0.0012887356217390557 -0.001252254384030958 0.0011192389319265707 -0.0011309229851567361 0.00046374317828020784 -9.5961792263056956e-05 0.00082207678286625363 0.0013473668439800766 -0.001122014441025625 -0.0011888436803441818 0.0010733697438944164 -0.00073855034435134164 0.0004641486823486626 0.00085068731063740115 -0.00072802500675510655 9.2460940020736495e-05 -0.00018816057295870071 0.00098259416994314315 0.0006028643101294159 -0.00038158069226782007 -0.0013464569650062429 0.00072474125657429511 -0.0013466662478615777 0.0013473478632613763
leaf_weight=0.01520353925911877 0.0034750657829363254 0.0033837442123569863 0.020805787739050174 0.0028180608587717862 0.0078219454103987118 0.0064790324440764371 0.0038110506657176293 0.0039026516105877809 0.0085819697711002618 0.0035144010780641102 0.0062997949797818356 0.0057877843362632566 0.0075450579097378059 0.001055864035151898 0.0081874285906735622 0.0037262027300641867 0.0087646606052658171 0.0063020686635297798 0.0067266688238305497 0.004125904069042007 0.0059952831361442796 0.0027248774258623589 0.0063615020812903813 0.039398942928727365 0.011054938378947554 0.027515118320707188 0.023230097241210505 0.0036971705776522841 0.0062115217865539316 0.0010419150348752737
leaf_count=76 118 146 73 23 31 10 32 26 109 16 57 37 16 1 300 87 27 282 26 14 5 11 17 336 31 97 1021 27 68 1
internal_value=0 -0.000234724 -0.000400163 -0.000606762 0.000183713 -6.85116e-05 0.000132445 0.000172453 0.000212463 0.000149359 -0.000383929 0.000195165 5.31541e-05 -0.000895504 -0.00100531 -0.000121907 8.70829e-05 0.000382226 0.000235375 0.000321942 0.000566459 -0.00031863 0.000717014 0.000844446 -7.60624e-06 -0.000220896 -0.00107605 -0.000547509 -0.000907849 -0.000442617
internal_weight=0 0.126362 0.0905581 0.0622072 0.0358043 0.0279824 0.139188 0.135377 0.131902 0.12332 0.0215033 0.119417 0.0283508 0.0389886 0.0361706 0.0232186 0.0198348 0.0161086 0.115903 0.100239 0.0575435 0.0156631 0.0515482 0.0451867 0.042696 0.031641 0.0351147 0.0118846 0.0089364 0.00734398
internal_count=3121 2178 2004 1915 174 143 943 911 793 684 133 658 89 1372 1349 543 397 310 642 537 395 105 390 373 142 111 1348 327 79 283
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=31 15 50 39 43 160 148 42 1374 157 49 33 1429 130 1366 1 38 16 151 12 3 43 42 1374 1 13 2 160 4 151
split_gain=0.00416485 0.00400611 0.00450926 0.00413826 0.00389391 0.00377065 0.00541186 0.00437977 0.00406886 0.00412115 0.00437285 0.00376463 0.00355006 0.00360189 0.00366234 0.00398549 0.0058419 0.0052139 0.00464922 0.00431781 0.00436008 0.00454762 0.00528292 0.00504125 0.0045425 0.00443101 0.00437226 0.00428207 0.00377564 0.00411758
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.16946000000000003 0.39192500000000002 -0.091944999999999985 0.087555000000000008 -1.0000000180025095e-35 0.10637000000000001 0.087580000000000005 0.29540500000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23647499999999996 -1.0000000180025095e-35 0.098220000000000016 0.084835000000000008 -0.072804999999999981 0.077805000000000013 0.098810000000000023 0.10299500000000002 -0.20207499999999998 0.085505000000000012 -0.094929999999999987 0.080000000000000016 -0.13710499999999998 0.094835000000000017 0.099315000000000014 -0.15289999999999995 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -3 -7 9 10 11 -9 -13 -14 -15 19 17 -17 -19 20 21 -16 23 -23 -24 -25 -26 28 -27 -30
right_child=1 3 -4 -5 -6 7 -8 8 -10 -11 -12 12 13 14 15 16 -18 18 -20 -21 -22 22 24 25 26 27 -28 -29 29 -31
leaf_value=0.0011496629470002222 0.00061404818827780964 -0.00081656029743355167 -0.0005686268493069823 0.0011498806431814459 -0.0011494086653576271 -0.00042827124211111738 0.0011390103627043323 -0.0010699488421750814 -0.0010938585550676313 -0.0008846629383491817 -0.0011492326681978935 -0.0011491373650933242 -0.0011503158697301467 -0.00083701542374791803 0.0010377026692434252 0.00087548746601223053 -0.00082767183712516724 0.00045390111245605108 -0.00074460560056495732 -0.0006383368851193078 0.00082881709590326366 -0.00089122957712552717 -0.0011491911128680172 -0.00072147109364622262 -0.000698970228495169 0.0010568790788861612 0.00096698964111816119 -0.00071894580671440927 0.00078517636911727446 -8.960592811635541e-05
leaf_weight=0.0039235194266495901 0.021446121864528322 0.016057106616884198 0.0053070153362568808 0.003507107103814632 0.0046378978828727204 0.033198278227757783 0.0021132223791937568 0.003490327466352027 0.0041900019361946752 0.0059999953213036852 0.0037145275820762427 0.0027907757873606434 0.0027324037619109722 0.0045423128691481898 0.0057864948416863618 0.029733619643934617 0.0043269634097669032 0.016192785369867124 0.0058014547930724794 0.010149302599614884 0.011023146414117946 0.0055069055273406766 0.0088605822582792371 0.0053499607847697908 0.0047642208689353538 0.011478995258812571 0.0036882342174067162 0.0042044355975576755 0.012270743590164557 0.016852175378829774
leaf_count=86 197 382 21 16 110 686 4 23 25 92 24 114 14 38 13 127 8 128 14 98 21 32 362 25 168 37 13 39 76 128
internal_value=0 -4.24654e-05 0.000379441 -8.89221e-05 -0.000107066 -8.64785e-05 -0.000589126 -4.43214e-05 2.51604e-05 5.13162e-05 8.37291e-05 0.000110742 0.000135559 0.000157519 0.000179779 0.000209387 0.000454559 0.000561816 0.000137769 7.18678e-05 0.000152149 5.74463e-05 -2.0281e-05 0.000152094 -0.000574484 0.000266645 2.79724e-05 0.000384628 0.000498906 0.000278978
internal_weight=0 0.269717 0.0267531 0.242964 0.239457 0.234819 0.0181703 0.216649 0.18345 0.17926 0.17326 0.169546 0.166056 0.163265 0.160532 0.15599 0.0560548 0.0517279 0.0219942 0.0999352 0.0897859 0.0787627 0.0729763 0.0556632 0.017313 0.0501563 0.00845246 0.0448063 0.0406019 0.0291229
internal_count=3121 3035 218 2817 2801 2691 386 2305 1619 1594 1502 1478 1455 1341 1327 1289 277 269 142 1012 914 893 880 337 543 305 181 280 241 204
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=1456 1212 123 52 133 1 47 130 452 42 1373 15 43 16 480 48 457 2 13 49 0 151 11 1 151 49 15 42 43 43
split_gain=0.00446791 0.00367779 0.00344661 0.00396622 0.00384584 0.003795 0.0043356 0.003371 0.00335175 0.00319396 0.00306506 0.00332695 0.00406107 0.00351815 0.00325821 0.00296965 0.00328679 0.00474731 0.00295806 0.00348982 0.00302068 0.00295758 0.0031659 0.00375445 0.00356557 0.00333583 0.00652066 0.00304764 0.00365798 0.00439154
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.43320999999999993 -0.080849999999999991 0.122185 0.11893500000000001 1.0000000180025095e-35 0.085195000000000007 -0.088934999999999986 0.099250000000000019 0.084050000000000014 0.26746000000000009 -0.25582999999999995 0.081520000000000023 -0.090764999999999985 -0.0029299999999999994 0.11362000000000001 -0.059629999999999996 0.13984500000000002 -0.019414999999999998 0.056735000000000001 0.08976000000000002 0.094465000000000007 -0.083274999999999988 -0.047584999999999995 -0.037864999999999989 0.086665000000000006 -0.084004999999999982 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=8 -2 3 -3 -4 6 7 10 -1 -6 11 12 14 -13 15 -5 17 -17 -7 20 -20 22 23 25 -25 -18 -27 28 -28 -30
right_child=1 2 4 5 9 18 -8 -9 -10 -11 -12 13 -14 -15 -16 16 21 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0011803962276761405 -0.0013731104554634726 -0.0010931103700664924 -0.00089820880739930426 0.0013144109296254827 -0.00052139214557072038 0.00094835283184640747 -0.0013739808611274997 -0.0011615865179154235 0.001374347751322167 0.00091872379985963781 -0.0013742309382853153 0.00040687978177389108 -0.0013736647208164102 -0.0010004350979084741 -0.0011944459978660213 -0.0010849276025423665 0.00073785947424713353 0.001373747370271542 -0.00059113158739901642 0.00098407372560318845 0.00068844641466377348 -0.00045997083786169379 -0.00065009298920825677 -0.00022548985790307995 0.00087791311257242059 -0.0013737136893457861 0.00091960214665324635 -0.00062113930374682689 -0.00050219144919283996 0.00060140822747074656
leaf_weight=0.0093106726020550923 0.003598731410392019 0.0064398804427696623 0.0032452073833155728 0.0040086460771817647 0.0034217739541873007 0.012463191881892044 0.0047706155955893328 0.0049594621013397946 0.0010801902972161779 0.019130851944197502 0.0030568988822778911 0.0047726836430683752 0.0035328843721060812 0.011215776164988256 0.0034826891674128993 0.0082034384990663511 0.013127434157922835 0.0018059722897305628 0.011731187771090388 0.0063502911198156644 0.0049419720469927606 0.012348956446089687 0.006920610557699546 0.0068168842317390945 0.02900618641069741 0.0060744679949351612 0.012212483965868159 0.0082756286452649874 0.014484143289337226 0.012803053208699566
leaf_count=287 224 243 26 26 15 106 28 303 1 220 16 33 41 555 119 117 48 9 56 16 22 47 25 39 113 160 48 35 125 18
internal_value=0 4.44321e-06 2.51334e-05 -3.20617e-05 0.000499151 8.89943e-07 -8.3499e-05 -4.66583e-05 -0.000914816 0.000700224 -1.25572e-05 1.36069e-05 7.99665e-05 -0.00058034 0.000116762 0.000150317 0.000114987 -0.000641315 0.000409626 0.000118 -0.000211861 0.000177002 0.000248692 0.000309199 0.000667943 0.000117323 -3.39504e-05 0.000136396 0.000295108 1.56135e-05
internal_weight=0 0.243202 0.239603 0.213805 0.0257978 0.207366 0.171879 0.167108 0.0103909 0.0225526 0.162149 0.159092 0.143103 0.0159885 0.139571 0.136088 0.132079 0.0100094 0.0354866 0.0230235 0.0166732 0.12207 0.109721 0.1028 0.0358231 0.0669772 0.0538498 0.0477753 0.0394997 0.0272872
internal_count=3121 2833 2609 2348 261 2105 1905 1877 288 235 1574 1558 970 588 929 810 784 126 200 94 78 658 611 586 152 434 386 226 191 143
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=124 38 1456 4 453 11 47 128 1 0 150 1456 452 403 3 0 1 3 150 150 43 2 9 16 49 16 13 2 13 42
split_gain=0.00335495 0.00466274 0.00357287 0.00335505 0.0051062 0.00368435 0.0033771 0.00335376 0.00302882 0.00386143 0.00307971 0.00295395 0.00363129 0.00313636 0.00375143 0.00324143 0.00378495 0.00426401 0.00358682 0.00373568 0.0036234 0.00400183 0.0036036 0.00368595 0.00268289 0.00233171 0.00214293 0.00208539 0.00307816 0.00204265
threshold=-0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.24564500000000003 1.0000000180025095e-35 0.080455000000000013 0.12431000000000002 1.0000000180025095e-35 0.11323000000000001 -0.18113999999999997 0.12706500000000001 -1.0000000180025095e-35 0.085195000000000007 -0.088999999999999982 -0.12018999999999998 -0.23091999999999999 0.10060500000000001 0.10299500000000002 0.087865000000000013 0.083095000000000016 -0.084004999999999982 0.086950000000000013 -0.036024999999999995 -0.15012499999999998 0.0034800000000000005 -0.06421499999999998 -0.090639999999999984 0.11018500000000002 0.073000000000000023 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 5 6 7 8 11 9 -5 -10 12 -2 -13 24 -16 17 18 19 20 21 -17 -22 -24 27 -18 -23 28 -15 -1
right_child=2 -3 -4 4 -6 -7 -8 -9 10 -11 -12 13 -14 14 15 16 25 -19 -20 -21 22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019160442314892207 -0.0012686383090661044 -0.0012170574108059727 -0.001268590265543897 0.0010508453534038968 -0.0012687836090470247 -0.001143545962111482 -0.00089131605025267351 -0.00126892731529551 0.0011085966219576623 -0.00011135247159721251 -0.00024384729661673207 -0.0010027995565926951 0.0012696764829881588 0.00072870598091216905 0.0005542575017658879 0.00065952072665292341 0.00074654482922596797 0.00030958791419998975 -0.0012689579071678667 0.00056001463405216413 0.0012698494049026812 0.00079830480301276404 9.8451921454467114e-05 -0.0012686441982220987 0.0011853897873660461 -2.5214306241666797e-05 -0.0012687376479516698 0.00086667254735059776 -0.00061716273482723767 0.00087868235489543887
leaf_weight=0.0035341169301545934 0.0058277026608521956 0.0023527176713855616 0.0038937023572813692 0.0060452749962678345 0.0033469485078967401 0.0056371680422557793 0.0032576259218330952 0.0038269866628297669 0.014270779230002972 0.019218949849800993 0.0033429233808419659 0.0050438925656237634 0.0010736399563029408 0.0044898251362610608 0.011265085829109012 0.0068010305872121535 0.0087040717720583416 0.012266043082036049 0.0086296231803544288 0.0059474502829743861 0.0012093865079805246 0.0010167832579099922 0.0039966032078382263 0.01538584738395344 0.0062870025358279227 0.022775860585284136 0.0039064823911019175 0.0053728814973510444 0.0069886168367929713 0.015228890186250512
leaf_count=25 259 26 268 36 15 125 14 189 155 83 9 316 1 28 21 63 61 36 124 22 1 4 27 726 17 131 95 13 23 208
internal_value=0 0.000466042 -6.55503e-05 -4.1643e-05 0.000243881 -0.000138114 0.000353618 -9.78643e-05 0.000448201 0.000166741 0.000851915 -6.51487e-05 -0.000873753 -2.22507e-05 1.73021e-05 -8.73783e-05 -0.000167124 -0.000356186 -0.000530335 -0.000363752 -0.000533762 2.90697e-05 -0.00085422 -0.000986753 0.000478329 0.000188174 -0.000841839 0.000214534 -9.07224e-05 0.000677088
internal_weight=0 0.0211157 0.199828 0.195934 0.0494825 0.146452 0.0461356 0.140815 0.0428779 0.0252642 0.0176137 0.136988 0.00690134 0.130086 0.125043 0.101904 0.0906392 0.0591592 0.0468932 0.0382636 0.0323161 0.0117243 0.0205918 0.0193825 0.0231383 0.0314799 0.00492327 0.0168513 0.0114784 0.018763
internal_count=3121 259 2862 2594 312 2282 297 2157 283 119 164 1968 260 1708 1392 1311 1290 1098 1062 938 916 162 754 753 81 192 99 64 51 233
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=1456 1213 475 403 124 1456 38 1365 1373 52 133 1 43 16 48 2 2 3 452 160 16 403 2 16 52 0 1 15 1 48
split_gain=0.00477235 0.00443192 0.006063 0.00411362 0.00470959 0.00541739 0.005341 0.00502781 0.00501055 0.0050497 0.0051521 0.00467245 0.0058317 0.00440972 0.00514213 0.00595899 0.00607424 0.00388198 0.00382077 0.00378675 0.00422476 0.00481285 0.0036523 0.0035726 0.00519184 0.00345155 0.00331355 0.00321085 0.00436403 0.00411697
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083814999999999987 -0.043384999999999993 1.0000000180025095e-35 0.10386000000000002 1.0000000180025095e-35 0.099250000000000019 -0.43320999999999993 -0.25159999999999993 0.094465000000000007 -0.40263499999999991 0.0057500000000000008 -0.090764999999999985 0.092875000000000013 0.089885000000000007 -0.52915999999999996 0.085195000000000007 0.083670000000000008 -0.083539999999999989 0.084910000000000013 0.14445500000000003 0.26676500000000009 0.11008000000000001 -0.23051499999999997 0.098700000000000024 0.050935000000000008 0.11634000000000001 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 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 -3 6 7 26 8 9 17 -11 13 -13 14 -12 16 19 -6 -1 20 -16 25 27 -15 -25 -22 -5 29 -29 -14
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 11 12 22 23 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.001038439593514244 0.0012196858630505567 -0.00092848412465060108 -0.0011141873581273021 0.00032647823027480199 0.0012204406257988179 -0.0012194059600078317 -0.0011556699025183264 -0.0011592927821697935 -0.0012201521345816312 -0.0010275054128703969 0.001032521549655547 -0.0012080710107297006 0.00050072722380458074 0.00053126372141546786 0.00038687349784268177 -0.00089894760521740309 0.00063904690005036778 -0.0012193814222663081 0.00122058439702379 -0.0012198280659113621 0.0012203534700698233 0.0011524319989635956 0.0012195387689558183 -0.0012199031678392246 0.00049061357185210125 -0.0010835060294817327 0.0012194528414797953 -0.0010955207346790691 0.00036952283199080671 -0.00026869698610951866
leaf_weight=0.010400468712134625 0.0019828179501928398 0.0064931231462992392 0.0099806829295232546 0.01496944668906508 0.0011286417720839381 0.0053062982748457435 0.0025497571987216352 0.0052019989125255952 0.0045083469058226902 0.0057410826574084686 0.0045035867951810351 0.003592525290514458 0.074292942353395119 0.026885939240059997 0.011753547424689252 0.018443274726053005 0.012674030164987471 0.0068578548836626396 0.0012459496501833209 0.0061250721197438898 0.0010573531035333811 0.002003214332319204 0.0070409057131541877 0.0049269602991444117 0.0056738625180514646 0.011233657646130282 0.010511981390862957 0.0053800598800535226 0.0068928382224839879 0.012004622323729564
leaf_count=287 4 357 457 49 1 231 12 45 19 148 12 8 280 90 115 120 63 204 1 44 1 10 90 36 7 196 170 30 12 22
internal_value=0 -8.74141e-07 -0.000727374 3.0418e-05 5.33711e-05 -1.15916e-06 0.000526535 2.6011e-05 5.25061e-05 7.76475e-05 0.00011218 0.000142686 0.000319353 -4.05643e-05 -0.000226089 -0.000315649 -7.57672e-05 -0.000874589 -0.000796766 -0.000357358 -0.00015455 -0.00059974 0.000371311 0.000294952 -0.000304386 -0.000885313 0.000694862 0.000310722 -0.000272707 0.000393695
internal_weight=0 0.289716 0.0119635 0.277753 0.27126 0.243229 0.0280312 0.237922 0.23272 0.228212 0.220225 0.214484 0.109204 0.10528 0.0677937 0.0632901 0.0448469 0.0079865 0.0116464 0.0321728 0.0260478 0.0142942 0.105611 0.0374868 0.0106008 0.012291 0.0254814 0.0985705 0.0122729 0.0862976
internal_count=3121 2833 461 2372 2015 1784 231 1553 1508 1489 1284 1136 442 694 561 549 429 205 288 366 322 207 434 133 43 197 219 344 42 302
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=3 39 3 0 47 48 47 51 45 4 52 9 13 47 1 43 375 0 157 160 48 16 1 43 2 43 160 12 0 42
split_gain=0.00330236 0.00373366 0.00458502 0.00513011 0.00424042 0.00400967 0.00444112 0.00353385 0.00342215 0.0034115 0.00317373 0.00312871 0.00361148 0.00443638 0.00312208 0.00441402 0.00314803 0.00309263 0.00303226 0.00421569 0.00307707 0.00428468 0.00405113 0.00284231 0.00292292 0.00282134 0.00276623 0.0024757 0.00235698 0.00234875
threshold=0.30112000000000005 0.0046100000000000004 -0.12018999999999998 -0.10607499999999999 0.12033500000000001 -0.032929999999999994 0.085270000000000026 -0.40274499999999996 -1.0000000180025095e-35 0.50822500000000004 -0.092399999999999982 -0.036024999999999995 -0.084034999999999985 0.13082500000000002 0.11353000000000001 -0.04890499999999999 -0.40186499999999997 -0.08824499999999999 -0.078969999999999985 -1.0000000180025095e-35 0.086260000000000017 -0.094359999999999986 0.077565000000000009 -0.078654999999999989 0.097845000000000015 -0.51144999999999985 -1.0000000180025095e-35 0.092355000000000007 -0.17169499999999996 -0.088934999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 -3 -5 27 -4 -10 17 25 15 29 -16 -13 -12 -20 22 -22 -21 26 -25 -14 -19 -7 -2 -9
right_child=28 7 3 8 -6 6 -8 14 11 -11 18 12 13 -15 16 -17 -18 23 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001053159024418959 -0.0004750928597624028 -0.0012943006660940798 -0.0009018560334006383 0.0012945076870225357 -0.00105721360950458 -9.0472773428800968e-05 0.00079529320170278748 -0.0007140735741336953 0.0012950790850892952 0.0010883879101566136 0.00087543562397892217 -0.0012938604175600501 -7.9115950912985551e-05 1.9537820473859839e-05 -0.00071425057188475953 -0.00075558502203433781 0.0012943394593116072 -0.0012937478648199596 -0.00084488570155995995 -0.00064924337475133595 -0.00082840846336100689 0.00032527556085149744 0.0007027736486842301 -0.0012942664137014575 0.00010496765963877402 -0.0012411529000750773 0.0010301820356234711 -0.00091385926401925247 0.00106049923110862 0.00073185862125184635
leaf_weight=0.0076872392510267664 0.0021645052339636095 0.0021150759419015222 0.0053230294840886918 0.0016668238422425921 0.0062161791347534736 0.022615490963858065 0.010087742559790058 0.002192862508536563 0.0014471174654318011 0.0032083227770272052 0.0081407764646428404 0.003614730431607426 0.0040276038939737182 0.0075479811442278324 0.0015245641243382133 0.0063617459787224115 0.0091048410466783025 0.0010085019742831491 0.007907969740841736 0.0044696262299339642 0.0096512778973192326 0.012195471310405992 0.021797190136567224 0.0038526336245894317 0.0071089230964389571 0.026531303410465057 0.0057147475521333009 0.0083744937033998212 0.007364710436149835 0.013184679472487915
leaf_count=29 16 14 30 6 24 140 33 16 2 25 26 209 14 25 5 46 144 73 62 40 21 19 66 190 32 1422 57 101 116 118
internal_value=0 -6.58533e-05 -0.000136863 -0.000260032 -3.35361e-05 0.0001907 4.0993e-05 0.000325803 -0.000534279 -0.000181509 5.80424e-05 -0.000584371 -0.000630154 -0.000868625 0.000431666 0.000150723 0.00100625 -0.000203507 0.000137677 3.047e-05 0.000174344 -0.00018439 0.000472711 1.93587e-05 -0.000386818 -0.001088 0.000681588 -0.000312978 0.000711699 0.000525666
internal_weight=0 0.224679 0.190195 0.138222 0.0757015 0.0519733 0.0442861 0.0344838 0.0625204 0.0341983 0.0694853 0.0608535 0.0594064 0.0381069 0.0323687 0.0217393 0.0106294 0.0212995 0.0641623 0.0560215 0.0481136 0.0218467 0.0262668 0.0176848 0.0109616 0.0305589 0.00672325 0.03099 0.00952922 0.0153775
internal_count=3121 2989 2646 2318 288 328 299 343 2030 266 264 2024 2022 1461 329 180 149 561 234 208 146 40 106 352 222 1436 130 241 132 134
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=15 1 43 159 453 52 147 13 2 401 484 148 48 457 41 133 150 16 156 15 12 40 455 1 13 160 52 48 1 48
split_gain=0.00464539 0.00560626 0.00497056 0.00488869 0.00523655 0.00495639 0.00493746 0.00469774 0.00403495 0.00581139 0.00538399 0.00523175 0.00559461 0.00613394 0.00579557 0.00516735 0.00559828 0.005076 0.00400035 0.00398778 0.00401597 0.00482314 0.00362285 0.00346437 0.00298734 0.00385219 0.00451285 0.00531427 0.00848712 0.00297434
threshold=0.084050000000000014 0.11146500000000002 0.24789500000000006 -0.032739999999999991 0.10218000000000001 -0.43320999999999993 1.0000000180025095e-35 -0.28558999999999996 0.098035000000000011 0.083100000000000021 -0.0068949999999999992 -0.084064999999999987 -0.032929999999999994 -0.0029299999999999994 0.079885000000000025 0.088385000000000005 0.10124000000000001 -0.094359999999999986 0.11896500000000002 -0.24436499999999997 -0.12529499999999996 -0.026419999999999996 -1.0000000180025095e-35 0.14000500000000002 -0.089109999999999981 0.11205000000000002 0.10744000000000002 0.12230500000000001 0.084525000000000003 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=2 7 3 6 5 29 -1 -2 9 10 -7 -12 -13 -14 15 16 -15 -18 19 -10 -21 -22 -9 -4 -23 26 27 28 -26 -5
right_child=1 -3 23 4 -6 8 -8 22 18 -11 11 12 13 14 -16 -17 17 -19 -20 20 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00082908349502809457 0.0012334468147875942 0.00034359437647170761 -0.0013206388745894131 -0.0013199142797052142 -0.0011612242421191498 -0.0013052584833986806 0.0010193090906546283 0.0013210374468220051 0.0012424413918599993 -0.0013054249416981751 -0.0013215248629688504 0.0011011743456192209 -0.0010536738228934762 0.00044185233626933211 -0.00099503818272663478 -0.0008005490205841982 -0.0013215641833851711 0.00039877263786686359 -0.00078025312430482475 -0.00079816691760058915 0.0011871475336608247 0.00074871346389012805 -0.0011082631933266125 0.00079217288137168446 -0.00096398324306456822 0.0011944994201206955 0.00087544071983666999 -0.0013212023542966784 0.00061503353126786452 0.0004839779815930742
leaf_weight=0.017873130976056473 0.0017818681117205406 0.009884554824566294 0.0075283078098777878 0.0063380683350260369 0.0056337355790674329 0.0047453188936117377 0.0029286506178323171 0.0011235229903832069 0.0096444517170084509 0.0055071128705321817 0.004220595969400164 0.010371458104145859 0.0076325499944687172 0.0870252341613309 0.0069971411983260614 0.0076458636063421173 0.0064058968855533749 0.0055945353963124944 0.0049240222224398158 0.0050241712801835084 0.011970076679290287 0.016537230162498417 0.021988914017740058 0.0016469313536617847 0.0095907397775363279 0.0048956454070321334 0.0074715704616323811 0.0065697966970219559 0.015515818680796656 0.0021252249963481518
leaf_count=258 3 36 108 245 17 147 5 1 127 63 21 36 76 376 35 98 8 39 10 21 84 79 1018 10 68 14 19 18 67 14
internal_value=0 -0.000497175 1.39214e-05 4.60065e-05 9.66833e-05 0.000125403 -0.000568851 -0.000831011 0.000160648 2.43051e-05 7.63746e-05 0.00012462 0.000170975 9.14411e-05 0.000168333 0.000244644 0.000325344 -0.000519553 0.000376897 0.000442225 0.000342738 0.000421746 -0.000990172 -0.000941395 0.000270512 9.09592e-05 -4.70441e-05 -0.000264633 1.1847e-05 -0.000866937
internal_weight=0 0.0347789 0.282363 0.273188 0.252386 0.246753 0.0208018 0.0248943 0.238289 0.146146 0.140639 0.135893 0.131673 0.121301 0.113669 0.106672 0.0990257 0.0120004 0.0921435 0.0872195 0.077575 0.0725509 0.0231124 0.00917524 0.0605808 0.0440436 0.0391479 0.0316764 0.0251066 0.00846329
internal_count=3121 1058 2063 1945 1682 1665 263 1022 1406 899 836 689 668 632 556 521 423 47 507 497 370 349 1019 118 265 186 172 153 135 259
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 43 4 43 160 1456 133 0 0 48 52 2 14 1 49 47 456 158 128 147 1 48 1375 51 150 15
split_gain=0.00112596 0.00111323 0.00132791 0.00155006 0.00146214 0.00135685 0.00132178 0.00224046 0.00145153 0.00131965 0.00136022 0.00139758 0.00404474 0.00198231 0.00154275 0.0016515 0.00142282 0.00171776 0.00187111 0.00161718 0.00156683 0.00129538 0.0013131 0.00150356 0.00129094 0.0019047 0.00157771 0.00124432 0.00124514 0.00151828
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.39192500000000002 -0.49405499999999997 -0.52440999999999993 -0.40698999999999991 1.0000000180025095e-35 0.11269500000000002 -0.075684999999999988 -0.10607499999999999 0.12879500000000002 0.083680000000000018 0.084055000000000005 -0.10708499999999999 0.091615000000000016 -0.086009999999999989 0.12119500000000001 0.090170000000000014 0.094850000000000004 0.085400000000000018 0.10271500000000001 0.11039500000000001 0.090885000000000007 -1.0000000180025095e-35 0.08955500000000001 0.084495000000000015 -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 2 -2 4 5 6 7 -4 -8 10 11 12 13 16 -14 -16 -10 18 -18 20 24 22 23 -13 25 26 -19 28 29 -20
right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 -12 21 14 -15 15 -17 17 19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030052501510477239 -0.0030051697492169183 0.0030054684498598051 0.0013207467299448409 0.0023448708115815366 0.0029955984276135669 -0.0029793039629682208 -0.0024549472051341552 -0.0030054237297207436 -0.001509404642390825 -0.0030047465097552445 -0.002637592579099712 0.0012677249964835723 -0.0025355888031654383 -0.001760163716757422 0.0017624936050147199 -0.0029571102948371436 -0.0030052990287208333 -0.0026139082019160354 -0.0015851633920350031 -0.0013235563534801978 -0.00094809585958811893 -0.0018587801368586858 -0.0020704184849924733 -0.0012979890498454648 0.003005601684588501 0.0030053837238381681 0.0010252914265956046 -0.0019227264494152882 0.0027664552854756758 0.0011842759408317843
leaf_weight=0.0010911926770376104 0.0013978967448196036 0.0010545512154749295 0.0015890932845650241 0.0023675935215408108 0.0013411867412926872 0.001519996558624114 0.0021605051307638226 0.0033770942593918099 0.0028993602456921499 0.0012640218305843822 0.001616826226840117 0.021799173211540797 0.0075123827106757871 0.0038528695663444515 0.0018409932482725822 0.0010515699600119888 0.0017808848058962221 0.0013844784734828872 0.0028216740419395609 0.0019638762132672119 0.0020007099410577203 0.0016791547482881688 0.0013040411044471503 0.0022771564661070434 0.0057442256759543406 0.0034209457007818855 0.0048163749914209566 0.0019042896065002432 0.0021256564068607986 0.0048728188291988616
leaf_count=86 18 21 7 49 50 113 219 132 25 224 318 352 671 24 78 269 18 10 55 13 16 56 22 10 82 29 76 19 10 49
internal_value=0 -6.42426e-05 -9.87957e-05 -5.4773e-05 -0.000117955 -0.000165097 -0.000115963 -0.00162112 -2.49099e-05 4.0771e-05 8.97049e-05 0.000146933 -0.00015076 0.000287364 -0.00181771 4.67165e-05 0.000508122 0.000686266 -0.000135875 0.00126066 0.00155288 0.000696928 0.000866013 0.00102506 0.00187852 0.00120565 0.000212759 0.000299976 0.000730995 0.000168685
internal_weight=0 0.0947414 0.0936869 0.092289 0.0899214 0.0885802 0.0870602 0.00496619 0.082094 0.0799335 0.0786695 0.0770526 0.0499931 0.0395882 0.0104049 0.00289256 0.0357353 0.0328359 0.0135053 0.0193306 0.0173667 0.0270595 0.0253804 0.0240763 0.015366 0.0096218 0.00620085 0.0117244 0.00982015 0.00769449
internal_count=3121 3035 3014 2996 2947 2897 2784 139 2645 2426 2202 1884 1444 426 1018 347 402 377 151 226 213 440 384 362 197 115 86 133 114 104
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=1 47 4 15 128 50 403 157 42 158 48 51 2 50 49 3 1374 393 42 43 13 159 150 48 43 48 150 48 13 474
split_gain=0.00585394 0.00536757 0.00591189 0.00492839 0.00470146 0.00413743 0.0040957 0.00435344 0.00466531 0.00422343 0.00393641 0.00412186 0.00405156 0.00381852 0.00368886 0.00626893 0.00402378 0.00405315 0.00446052 0.00661118 0.00521072 0.00365169 0.00403304 0.00425847 0.00337002 0.00307902 0.00390512 0.00628082 0.0029435 0.00289242
threshold=0.091785000000000019 0.086785000000000015 -0.17966999999999997 -0.098289999999999975 0.086435000000000012 0.11610000000000001 -0.092474999999999988 -0.084489999999999996 -0.095284999999999995 0.084765000000000021 0.12879500000000002 -0.35172999999999993 0.11474000000000002 0.07826000000000001 -0.086009999999999989 -0.10831999999999999 -0.094929999999999987 0.088255000000000014 0.086665000000000006 -0.15582499999999996 -0.53104499999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11454000000000002 -0.074359999999999996 0.091150000000000023 0.087380000000000013 -0.032929999999999994 -1.0000000180025095e-35 0.088510000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 5 10 -5 -8 -9 13 11 -4 25 14 15 -10 -16 18 20 -20 -18 -3 -23 24 -24 26 -13 -28 -2 -22
right_child=1 21 4 6 -6 -7 7 8 9 -11 -12 12 -14 -15 16 -17 17 -19 19 -21 29 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00092553192508110552 0.00041646776202248982 -0.0008070865847021111 -0.0010204006774637677 -0.0010202616886245378 -0.00057767508591952306 -0.00048411898836480598 -0.0010204806646627676 -0.00087862664004071972 0.00059134558507037297 -0.0010205460838347219 -0.00019619064479498098 0.00053240243480231369 0.001020414142082982 -0.0010202373252612439 -0.001021085580997803 -0.0010206235997240519 -0.00092277749255917948 -0.0010205831080783618 0.0003514483433126206 -0.0008842377681523338 0.00047527662451132005 -0.00080657008378833223 0.00023408961889558131 0.0006413986024841452 -0.00038646982934451176 0.0010046678140295928 0.00045244717267468941 -0.00085183839929559686 -0.0010206796985464507 -0.00049960105546678515
leaf_weight=0.0084772416970793074 0.0020552867217702442 0.0071929092218852011 0.0017699321858799513 0.0050623720369884486 0.0056149504070504 0.0053581964336899537 0.0049449021070984136 0.0065507606522601227 0.0038150496475282125 0.0039994055395595743 0.0090112108719040407 0.033135684987513514 0.015356169011454313 0.0033702505110113625 0.0029376104290577123 0.0073401756749547076 0.003146828996250405 0.0027716750407762438 0.0098460744502517628 0.008305363443838587 0.058716943383416265 0.0061933568358654148 0.017148747579085466 0.010507225283845401 0.0194144898155173 0.0083077347067046503 0.0093599949354938872 0.00651608218356614 0.0053246193037352887 0.0033472467846422651
leaf_count=213 16 60 9 294 43 46 171 151 7 143 19 263 199 222 10 54 5 52 28 298 395 22 61 48 60 44 36 30 90 32
internal_value=0 0.000115868 0.000258831 -0.000173031 0.000327548 0.000384777 -0.000121651 -8.34525e-05 -4.28602e-05 8.02346e-06 0.000440563 0.000517638 0.000555096 4.77317e-05 8.36435e-05 -0.000469336 0.000152898 0.000192937 0.000233284 -0.000213952 0.000357772 -0.000124885 -3.27582e-05 6.90571e-05 -9.54174e-05 0.000430434 0.000333099 -8.2876e-05 -0.000620437 0.0004227
internal_weight=0 0.162267 0.10181 0.132632 0.09443 0.088815 0.124155 0.119092 0.114147 0.107597 0.0834568 0.0744456 0.0726757 0.103597 0.100227 0.0111552 0.0890717 0.0861341 0.0833625 0.0181514 0.065211 0.0604567 0.0532638 0.0470705 0.0365632 0.0573195 0.0490118 0.0158761 0.00737991 0.0620642
internal_count=3121 1046 795 2075 689 646 1862 1568 1397 1246 600 581 572 1103 881 61 820 810 758 326 432 251 191 169 121 373 329 66 106 427
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=45 14 401 124 38 3 151 1348 484 457 15 155 1373 13 13 43 1366 160 16 15 42 474 4 2 160 0 151 42 2 12
split_gain=0.00104974 0.0013119 0.00100752 0.00101251 0.0020036 0.00133004 0.00135416 0.00143535 0.00129957 0.00166473 0.00119955 0.0012683 0.00117134 0.0011717 0.00127847 0.00140988 0.00121183 0.00120897 0.00137313 0.00135336 0.00165126 0.00115026 0.00113049 0.00136515 0.00234455 0.00182431 0.00140035 0.0012353 0.00117057 0.00139469
threshold=-0.080359999999999987 0.062655000000000016 0.10022000000000002 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -0.40381499999999992 0.090205000000000021 -0.0068949999999999992 0.12766500000000003 -0.47006499999999996 0.088610000000000008 0.099250000000000019 -0.53104499999999988 -0.49353499999999995 0.24789500000000006 -1.0000000180025095e-35 -0.098904999999999979 -0.024819999999999998 0.084050000000000014 0.091295000000000015 -1.0000000180025095e-35 -0.49405499999999997 0.088930000000000023 0.083670000000000008 -0.14116499999999996 0.057610000000000008 -0.089234999999999995 0.084885000000000002 -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 3 4 -2 6 -5 8 9 -8 -10 12 13 -12 -15 16 -16 18 -18 21 -21 -19 -23 24 25 -24 27 -25 29 -27
right_child=1 -3 -4 5 -6 -7 7 -9 10 -11 11 -13 -14 14 15 -17 17 19 -20 20 -22 22 23 26 -26 28 -28 -29 -30 -31
leaf_value=0.0039655667379183777 0.0021262720153121624 -0.0028911644522229231 -0.0037952640208066741 -0.0039647461639631997 -0.0038217055422806595 0.0028254181689684422 -0.0033493327631687908 0.0038931667363729344 0.0039647686794664939 0.0023140173696669076 -0.0039653144261033906 -0.0039648869015800406 -0.00396536332077923 0.003966033346544961 -0.0039650505684695877 -0.0029690756212766224 -0.0036407313620504334 -0.0034905987177460606 0.00069310112608704391 -0.0027847292903704947 0.0013883966446308713 -0.0014604430931901943 0.003251223096492901 -0.0018794927952646963 -0.0039160234103756157 -0.0034875661686071531 -0.00040575607982860332 0.0022367048098926629 -0.0033263692225034484 0.00075212174102798216
leaf_weight=0.0010186925819652961 0.0070944863772481881 0.0025388235656009775 0.0010867921962116603 0.001456766324366753 0.0010177354242983938 0.0023875017262930944 0.0038654344923010333 0.0013847005327534126 0.0011546657545551389 0.0010339005916222277 0.0011317355831579326 0.0013154878989567456 0.0011710431091387355 0.0013193804188631466 0.0011105350940283634 0.0023821014939038312 0.0026016446522412195 0.0010583763320255448 0.00205776375437594 0.0042462958801081632 0.0022958812987567967 0.0035696674685823234 0.0032548929375479903 0.0012232608582962703 0.0020462639488414416 0.0013491419958882042 0.004852882541968028 0.018104994068032454 0.0015123858118073477 0.012682512742081559
leaf_count=9 224 100 156 55 26 100 446 25 40 8 7 164 19 4 34 140 163 17 119 419 185 33 13 51 30 11 34 233 69 187
internal_value=0 -8.08859e-05 -1.40561e-06 4.50882e-05 0.00138006 -8.93249e-05 -0.000178335 -0.000106443 -0.000179953 -0.0021542 -4.2639e-05 -0.000109423 -3.48054e-05 3.40999e-05 0.000103027 2.38209e-05 0.000138873 0.000213764 -0.00172675 0.000374657 -0.00132023 0.000597966 0.000687012 0.000857261 0.00011379 0.000552436 0.00149816 0.0019762 -1.26854e-05 0.000344476
internal_weight=0 0.0923071 0.0897682 0.0886814 0.00811222 0.0805692 0.0781817 0.0767249 0.0753402 0.00489934 0.0704409 0.0692862 0.0679708 0.0667997 0.065668 0.0643486 0.0619665 0.060856 0.00465941 0.0561966 0.00654218 0.0496544 0.048596 0.0450263 0.0208452 0.0187989 0.0241811 0.0193283 0.015544 0.0140317
internal_count=3121 3112 3012 2856 250 2606 2506 2451 2426 454 1972 1932 1768 1749 1742 1738 1598 1564 282 1282 604 678 661 628 310 280 318 284 267 198
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=1446 124 38 52 133 1366 1373 42 447 1455 1 13 42 13 32 131 13 49 132 129 52 133 159 160 1374 52 52 52 1 2
split_gain=0.000993636 0.000997839 0.00130376 0.0011974 0.00140377 0.00115679 0.00114277 0.00111965 0.00108814 0.00132919 0.00113042 0.00175208 0.00140303 0.00152743 0.00123071 0.00107012 0.00118514 0.00130156 0.00123738 0.00171113 0.00186654 0.00122434 0.0010521 0.00106073 0.00130973 0.00101412 0.000996358 0.00153493 0.00106555 0.00163629
threshold=0.11581000000000001 -0.043384999999999993 0.082490000000000022 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 0.099250000000000019 -0.088934999999999986 0.089095000000000021 1.0000000180025095e-35 0.122185 -0.072819999999999982 0.092395000000000019 -0.53104499999999988 0.07783000000000001 0.092225000000000015 -0.091904999999999987 -0.10774499999999999 0.081465000000000024 0.080675000000000011 -0.092399999999999982 0.084415000000000018 0.091530000000000014 -0.091944999999999985 -0.094929999999999987 0.11008000000000001 0.093665000000000012 0.10744000000000002 0.11282000000000002 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 8 -1 9 10 12 -12 13 -7 15 16 17 -15 19 20 -18 22 23 -22 -25 -14 28 -28 29 -26
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 11 -13 25 14 -16 -17 18 -19 -20 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.00088281253249592427 -0.0043778468703715868 -0.0032882197147336449 -0.0030197699824367603 -0.0037970565614890736 -0.003983739108532682 -0.0043780933938971341 -0.0043779670997532967 0.0031596546304959597 0.0030589739144353642 -0.0043773388372947341 0.0042965563912240557 0.00041531050085608041 -0.0031530583109453964 -0.0017756789563170999 -0.0040077128176191253 -0.0026601577760667818 -0.003123943714860787 0.002575946579451972 0.0027676815641449193 -0.0043780317568709462 -0.0021485359683487697 -0.0037786095902187784 -0.0019231029211255637 -0.0010777605622860908 -0.00062341830107414146 0.0013178500913334438 -0.0043797661090973945 0.0025940654631493171 -0.00067611522447441185 0.0030944549065925852
leaf_weight=0.0017454002740180385 0.0010003549938133452 0.0022479413842226839 0.0010741205558275624 0.0018676827450256886 0.0013421726443247897 0.0013983998389903709 0.0010685799925624897 0.0052936872345910047 0.0024339162891919832 0.0012574707779400276 0.0029864468378058015 0.0087763600440240452 0.0043867718456809248 0.0015720341599205776 0.0012636906217267088 0.0021429486231312458 0.0030576793484016198 0.0081087413164091515 0.0031833751431520332 0.0016908453153092742 0.0019985012799779147 0.0012492613585379777 0.002762052385463675 0.0041268850091000777 0.0027706081759930621 0.0012485967477964266 0.001249578196407696 0.0011714731336383011 0.0024750119152940888 0.01249805777316837
leaf_count=25 43 280 28 171 48 8 19 205 62 183 99 96 266 21 5 182 107 164 60 121 85 248 36 17 112 104 22 26 18 260
internal_value=0 8.99158e-06 0.00147189 -0.00013875 -4.80841e-05 4.37808e-05 0.000115974 0.00215729 0.000181036 8.28967e-05 0.000162886 0.00140072 -8.66298e-05 0.000135265 0.000258246 0.00036594 0.000501282 0.0018693 0.000154896 -8.24072e-05 0.000135322 0.00046421 0.000646654 0.000916634 0.00116881 -0.00216246 0.00162859 -0.00100534 0.00198798 0.00241982
internal_weight=0 0.0884483 0.00811321 0.0803351 0.0780871 0.0762195 0.0748773 0.00703909 0.0738087 0.0713748 0.0701173 0.0117628 0.0583545 0.0527191 0.0513207 0.0500571 0.0479141 0.00968078 0.0382333 0.03505 0.0333591 0.0303014 0.0290522 0.0262901 0.0242916 0.00563537 0.0201647 0.00242105 0.0177437 0.0152687
internal_count=3121 3078 258 2820 2540 2369 2321 230 2302 2240 2057 195 1862 1492 1484 1479 1297 185 1112 1052 931 824 576 540 455 370 438 48 390 372
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1 14 42 403 133 52 47 1 160 43 12 12 151 48 151 15 457 16 42 52 48 34 49 52 0 16 40
split_gain=0.00325203 0.00431229 0.00321781 0.00295029 0.00415371 0.0035236 0.0033028 0.00343151 0.00368796 0.00307895 0.00351003 0.00337417 0.0031751 0.00304215 0.00380828 0.00313907 0.00240719 0.00222486 0.00220259 0.00229301 0.002944 0.0027956 0.00283844 0.00339711 0.0042733 0.00315372 0.00313819 0.00526898 0.00206405 0.00337645
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.13686500000000004 0.076175000000000007 -0.11466499999999999 -0.083814999999999987 -0.10298999999999998 -0.52017999999999986 0.13148500000000005 0.11323000000000001 -0.091944999999999985 -0.088704999999999992 -0.12529499999999996 -0.083994999999999986 -0.090369999999999992 0.10358500000000001 -0.033849999999999991 0.095175000000000023 -0.0029299999999999994 -0.087484999999999993 -0.095284999999999995 -0.081429999999999989 -0.064549999999999982 -0.0011599999999999998 -0.069799999999999987 -0.07167999999999998 0.0059850000000000016 -0.061854999999999993 0.05433000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 5 -4 -7 -8 -9 10 11 12 -10 -13 -15 -16 -12 -2 19 20 -17 -21 -23 -24 -25 -26 -27 -28 -5 -30
right_child=2 -3 3 28 -6 6 7 8 9 -11 16 13 -14 14 15 18 -18 -19 -20 21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=0.0013200569188375894 0.00022926883690242006 -0.0012071055336480183 -0.00093601096946941071 0.0011698865920707355 -0.001109895665985602 -0.0010326199132785247 -0.00079491710131978125 -0.0013197173156037541 0.00088315237382137674 -0.00077925022553650451 0.00088160354654095736 -0.0011473809969916292 -0.0010059051348349105 0.0011800848589789447 -0.0006870618730958906 -0.0010757168490147001 -7.4307726631009762e-05 -0.0013198208844180086 -0.00063338238463051758 -0.0013207892274953294 0.00059198009913599757 0.0008367716798871669 0.0013199147543050914 -0.0012293417051543018 -0.00073534290456070135 -0.00042895466502772007 0.00081449006241994992 -8.2641099499181366e-05 -0.00059323353167655064 0.0012263616537053785
leaf_weight=0.0013927083055023104 0.0023303162594174864 0.0075451461036237788 0.0064243542457091954 0.0063938373841949669 0.0058116613771517214 0.0046933498631318562 0.0073048727398088422 0.0029994701448572405 0.0019255900151904379 0.0058848117768661714 0.018735511163583851 0.0029871097062823529 0.0079268277147548361 0.0065299652903263441 0.0074007391773989175 0.004810274271221715 0.0060741032675650777 0.0052545161015160593 0.0051946107871856375 0.0017928964206248557 0.0029880460000413214 0.016454747912433731 0.0046232651729951604 0.0036925662793692018 0.0053485223324969402 0.008188767193644253 0.028490411173123675 0.019001556649982376 0.0043759169730606118 0.0029882707100341577
leaf_count=4 27 487 100 112 66 336 208 174 29 27 171 10 188 92 110 18 35 231 60 15 80 119 33 16 40 9 230 41 43 10
internal_value=0 -0.00081332 -3.34406e-07 3.18106e-05 -1.19663e-05 2.35867e-05 5.92115e-05 8.96493e-05 0.000129771 0.00015728 0.000193499 0.000105043 -0.000636701 0.000167237 0.000201528 0.000142355 0.000647569 -0.000843888 0.00020338 0.000248947 -0.000436713 0.000309991 0.000344068 0.000227156 0.000149097 0.000232499 0.000325467 0.000455548 0.00062137 0.000145129
internal_weight=0 0.00893785 0.206627 0.199042 0.185284 0.179472 0.173048 0.168355 0.16105 0.15805 0.152166 0.127356 0.00985242 0.117503 0.114516 0.107986 0.0248096 0.00758483 0.100586 0.0953911 0.00779832 0.0875927 0.0857998 0.0693451 0.0647218 0.0610293 0.0556807 0.047492 0.013758 0.00736419
internal_count=3121 491 2630 2372 2207 2141 2041 1705 1497 1323 1296 1090 217 873 863 771 206 258 661 601 98 503 488 369 336 320 280 271 165 53
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=1 158 47 4 48 48 2 128 150 48 157 1374 12 42 42 43 4 457 50 48 3 3 3 0 1 15 0 51 47 3
split_gain=0.00097204 0.00147732 0.00129865 0.00166989 0.00139343 0.00165645 0.00136786 0.0016909 0.00131327 0.00166581 0.00123679 0.00125358 0.0013881 0.00123448 0.00132374 0.00276669 0.0012541 0.00154234 0.00119106 0.00117931 0.0011528 0.00156593 0.00222476 0.0010996 0.00100981 0.00102267 0.00132478 0.00100138 0.000925195 0.000895625
threshold=0.091615000000000016 0.084765000000000021 0.086785000000000015 -0.17966999999999997 0.12879500000000002 0.091635000000000008 0.116525 0.086435000000000012 0.087380000000000013 -0.032929999999999994 -0.084489999999999996 -0.094929999999999987 0.098810000000000023 -1.0000000180025095e-35 0.086665000000000006 -0.15582499999999996 -0.16363499999999997 0.082380000000000009 0.096640000000000018 0.085700000000000012 -0.10519499999999998 -0.075944999999999985 -0.074084999999999998 0.16094000000000003 0.14000500000000002 -0.12563999999999997 -0.18901999999999997 -0.076794999999999988 0.094460000000000002 -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 10 3 -2 5 6 7 8 18 -10 -1 -12 13 -13 16 -16 29 19 27 -18 -4 -22 -23 -14 25 26 -24 -5 -27 -15
right_child=2 -3 20 4 -6 -7 -8 -9 9 -11 11 12 23 14 15 -17 17 -19 -20 -21 21 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0042075088510702191 -0.002969579830221314 -0.0042076845310690825 0.0019848160526036722 0.00012754348855890577 -0.0015208641853152439 0.0041764144102134065 0.0031091478609035117 -0.0042084015007055262 0.001293256510114275 -0.0035547180377763932 -0.0042088304431017499 -0.0018264898908623467 -0.004207877656390191 0.0039662973695881064 0.0019960843832724424 -0.0039474397995963367 0.000204121394171679 0.0032576136741937043 -0.00133405704248465 -0.0042078199303173282 -0.0042081093482279576 0.004062925158749859 -0.0024064951049431226 0.00063774184823182033 0.0012625641931011758 0.00054541724467358508 0.0026766191281943933 0.0032414155400052953 -0.0036984142889722521 0.00062853349965458205
leaf_weight=0.0014156563129432689 0.0018531122990452778 0.0018465462013867997 0.0027745077995859893 0.0025656457706304536 0.0030727726312989026 0.0034754454481458188 0.0045082658601494066 0.001249048697474108 0.0027832003995058585 0.0022837764288397002 0.0013271558949980991 0.0043379020431260065 0.0023514352608628988 0.0037520880044326077 0.0025620181122008026 0.0030202876747296159 0.010555636742772379 0.0027466833631137897 0.0018855688625478715 0.0011935398022231434 0.0022470734160151542 0.0017144131682016442 0.0018969290624681889 0.0012800773458820913 0.0025805643350338405 0.0011405345005641755 0.001739722584716219 0.0063563319011414876 0.0044827010446226723 0.0022920253135225712
leaf_count=167 106 215 24 33 20 66 184 37 39 33 14 511 245 21 27 476 268 34 71 48 59 10 22 7 25 11 27 210 75 36
internal_value=0 -0.000535637 0.000358056 0.000898857 0.00115324 0.00148052 0.00104739 0.000504568 0.000875396 -0.000891812 -0.000351554 -0.000197435 -4.12755e-05 0.000251838 0.000596968 -0.00121964 0.00109068 0.000419435 0.00170393 -0.000244066 -0.000516276 -0.000955419 -0.0004162 -0.00249984 -0.00106475 -0.00171332 2.51947e-05 0.00234598 -0.00283766 0.00270056
internal_weight=0 0.0386811 0.0486096 0.0300332 0.0281801 0.0251073 0.0216318 0.0171236 0.0158745 0.00506698 0.0368345 0.0354188 0.0340917 0.0304602 0.0261223 0.00558231 0.02054 0.0144959 0.0108075 0.0117492 0.0185764 0.0158019 0.0135549 0.00363151 0.0118405 0.00925989 0.00363665 0.00892198 0.00562324 0.00604411
internal_count=3121 2069 1052 799 693 673 607 423 386 72 1854 1687 1673 1421 910 503 407 350 314 316 253 229 170 252 160 135 49 243 86 57
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=1456 1213 453 1 15 133 13 14 160 12 43 160 42 2 124 457 51 34 4 49 15 15 42 43 16 16 123 160 1453 3
split_gain=0.000926381 0.000945516 0.000950199 0.00100688 0.00114373 0.00111961 0.00132552 0.000984196 0.000941434 0.00122973 0.00121194 0.00102719 0.00125777 0.00174754 0.00161438 0.00117393 0.0012094 0.00112722 0.0013171 0.00105367 0.0010507 0.00102868 0.00109014 0.00181483 0.00113886 0.00148163 0.000896525 0.000872422 0.000811519 0.000700794
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10218000000000001 0.11323000000000001 0.095175000000000023 -0.25159999999999993 -0.073839999999999975 0.076975000000000002 -0.091944999999999985 -0.12529499999999996 -0.088704999999999992 -0.081069999999999989 -1.0000000180025095e-35 0.096540000000000015 -0.027784999999999997 -0.0029299999999999994 -0.076794999999999988 -0.0011599999999999998 0.25615500000000008 -0.10774499999999999 -0.095869999999999983 -0.085319999999999993 0.084835000000000008 -0.15582499999999996 -1.0000000180025095e-35 0.24134000000000003 0.083855000000000013 0.08443500000000001 -0.082454999999999987 -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=28 29 3 4 7 -5 -7 8 10 -10 -3 -11 13 -13 -14 -16 -17 -18 19 -19 27 -22 24 -24 -23 -26 -15 -21 -1 -2
right_child=1 2 -4 5 -6 6 -8 -9 9 11 -12 12 14 26 15 16 17 18 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00035889795973290795 -4.1572449353890754e-05 0.001549255183161751 -0.0025116723654866092 -0.0022435886036476929 -0.0020023890949028974 0.0023543715841016001 0.0004385341102660287 -0.0030697715795746034 -0.0028161747881846303 0.0019610714063886059 -0.0024651025254675751 -0.0030111195493869596 0.0031887482894029039 -0.0010140804216175864 -0.0018023788254454094 -0.0021964715889467214 -0.0017592168504031083 -0.0021467473921310278 0.0023572893019461888 0.00030919772712834721 0.0021512870188234909 -1.5553785396829324e-05 0.0011435050281746123 -0.003188907320948045 0.0029584779757868209 -0.00027030701492319534 0.0030024825647826671 -0.0031896908886722471 -0.0031886359671922048 -0.0031886167129054669
leaf_weight=0.0010587204003726924 0.0013225530100555716 0.0010396983461085085 0.0013896653475740086 0.0011775839057008844 0.0029426774006715553 0.0050547064387238523 0.013413043882160027 0.0010156340435827351 0.0013195310106368643 0.0035218942709285264 0.0028885445103083987 0.0027959418171050734 0.0019570228038361384 0.0012914873586495901 0.0027111767061498418 0.0017604238459583135 0.0020703935640540285 0.0015418277182206444 0.0040816723757188802 0.0016605277691468237 0.0045970786736511107 0.006831023324537 0.0019672657655291897 0.001964399799399886 0.004226178479882492 0.0021952679619801074 0.0010041827990789898 0.0012851065334018585 0.0017212580410141945 0.0015770900321623307
leaf_count=53 28 35 18 17 223 206 208 36 22 156 165 324 86 97 98 147 22 20 61 40 64 36 13 190 29 38 9 12 235 433
internal_value=0 3.44044e-05 0.000101112 0.000148691 -6.69415e-05 0.000770703 0.000962907 3.90662e-05 9.89676e-05 0.000219884 -0.00140261 0.00030429 0.000171498 -0.00131855 0.000366784 0.000217088 0.000377268 0.00051702 0.000672297 0.00041048 0.000569934 0.000811632 0.00045325 -0.00102112 0.000890657 0.00185467 0.000742863 -0.00121728 -0.0018376 -0.00175322
internal_weight=0 0.0806036 0.077704 0.0763143 0.056669 0.0196453 0.0184678 0.0537263 0.0527106 0.0487824 0.00392824 0.0474629 0.043941 0.00509161 0.0388494 0.0368923 0.0341812 0.0324207 0.0303503 0.0262687 0.0247268 0.0217812 0.0171841 0.00393167 0.0132525 0.00642145 0.00229567 0.00294563 0.00277998 0.00289964
internal_count=3121 2833 2372 2354 1923 431 414 1700 1664 1464 200 1442 1286 430 856 770 672 525 503 442 422 370 306 203 103 67 106 52 288 461
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1 0 3 2 132 2 2 16 16 133 4 48 160 151 1 51 13 47 12 39 45 13 13 150 39 14 0 16 15 47
split_gain=0.006965 0.0081578 0.0106255 0.00746731 0.00622465 0.00487874 0.00456139 0.00455239 0.00522981 0.00404446 0.00554409 0.00816485 0.00940846 0.00586543 0.00608905 0.00499537 0.00479405 0.00467931 0.00440925 0.00433774 0.00484417 0.00428817 0.00401873 0.00378071 0.00409977 0.00441761 0.00334237 0.00312708 0.0028838 0.00385814
threshold=0.077565000000000009 -0.059114999999999994 0.11296500000000002 0.14753000000000002 0.079970000000000013 0.084055000000000005 0.083995000000000014 -0.29154999999999992 0.0057500000000000008 0.048520000000000008 0.0061450000000000003 0.12879500000000002 0.088755000000000014 -0.086944999999999981 0.078340000000000007 0.067785000000000012 -0.17933499999999997 0.092710000000000015 0.10345000000000001 0.086670000000000011 -1.0000000180025095e-35 -0.092094999999999982 -0.093219999999999983 0.12187000000000002 0.084020000000000011 -0.46825999999999995 -0.23194499999999998 0.0073350000000000004 -0.095244999999999982 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -3 -9 10 13 12 15 -2 -15 17 -16 23 21 20 -18 -19 -11 24 25 -12 -22 -6 -28 -30
right_child=3 7 -4 -5 27 -7 -8 8 -10 22 11 -13 -14 14 16 -17 19 18 -20 -21 26 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0007915134441363015 0.00050921626299177218 0.0011045074656341448 0.00061012065308131149 0.0010350949220191662 0.0010104327278262911 -0.0011954829013947974 0.0011188151777672935 -0.00085080583414927596 0.00011435940868514175 -0.0011749828476161715 -0.00033006764869029898 -0.00093450237659118991 0.0010720008184584569 0.00118640340307771 0.00035667662655818375 -0.000825862117450678 0.0011960422338040265 0.00027903416575092964 0.00055059279566899535 0.00084183741382618958 0.0007651366450564344 -0.0006991479534112807 0.00092175416688251551 -0.00039856201548161803 -0.0004442443430348283 0.00083050683776357992 -0.00029153624048695799 -0.00040760779215102098 -0.0011409911591972292 0.00088446399659461797
leaf_weight=0.005142804550814617 0.010280473711191007 0.0050054014527631798 0.0074888025410473338 0.011317336184191618 0.012938723572460731 0.02741451693859176 0.0027348080841420597 0.010226847070128997 0.037149646519026192 0.0014923483603297436 0.005499004306329879 0.010084610315971076 0.014920455236051566 0.0030189110457285997 0.0071949525163290664 0.0084384820102059166 0.0017278399172937489 0.0092749802274738613 0.0091829964467251557 0.0025172079235744596 0.0017749513854141688 0.020662966469899402 0.010441417773563444 0.0076133932288939823 0.0055312112899059676 0.03164083810406737 0.0086943445850238277 0.002681726091850579 0.033730766274970847 0.0013990497714075891
leaf_count=128 51 16 9 113 98 1313 10 39 121 16 17 23 25 3 38 25 4 19 10 19 7 69 213 21 42 121 30 26 492 3
internal_value=0 -0.000295699 -0.000682906 8.8251e-05 3.97067e-05 -0.00095728 -0.00012832 2.05387e-05 -9.39844e-05 -1.5677e-05 -5.73879e-05 9.58132e-05 0.000187955 -0.00032496 -0.00046775 5.31449e-05 -0.0005553 0.00013611 -0.00017388 -0.000686943 -0.000768255 -0.0003961 0.000659552 0.000377279 0.000515705 0.00065867 -0.000842686 0.000766983 -0.000907805 -0.00106033
internal_weight=0 0.0951628 0.0427809 0.232059 0.220742 0.0352921 0.00787761 0.0523819 0.0473765 0.205121 0.193187 0.122849 0.112764 0.0703385 0.060058 0.0978439 0.0570391 0.0894054 0.0391209 0.0498442 0.047327 0.0299379 0.0119338 0.0502844 0.0426711 0.0371398 0.0455991 0.0156204 0.0438242 0.0351298
internal_count=3121 1636 1460 1485 1372 1451 138 176 160 1248 1019 372 349 647 596 324 593 299 98 555 536 88 229 201 180 138 532 124 525 495
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=39 42 376 2 1456 4 47 128 150 1456 15 14 3 133 156 160 4 15 4 3 43 3 133 133 52 1 150 48 133 2
split_gain=0.00616107 0.00791695 0.00702646 0.00634935 0.00575139 0.00715994 0.00935972 0.00611329 0.00573602 0.00631708 0.00516633 0.00556996 0.00578316 0.00573211 0.00504467 0.00512318 0.00631296 0.00480419 0.00492962 0.00526079 0.00746167 0.00724407 0.00492801 0.00474715 0.00652918 0.00460495 0.00555393 0.00467975 0.00453946 0.00383513
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.10203999999999998 0.076175000000000007 0.30112000000000005 0.10622000000000002 0.10499000000000001 -0.091944999999999985 -0.49405499999999997 0.050935000000000008 -0.14098499999999997 -0.077774999999999983 -0.074359999999999996 0.090900000000000009 -0.0047949999999999989 -1.0000000180025095e-35 -0.034054999999999995 0.11323000000000001 0.12706500000000001 -0.064549999999999982 0.084655000000000022 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 -1 3 4 5 7 25 8 -3 -10 28 12 13 14 15 -12 -17 18 -18 22 -21 -22 -20 -19 -25 27 -27 -7 -11 -26
right_child=-2 2 -4 -5 -6 6 -8 -9 9 10 11 -13 -14 -15 -16 16 17 23 19 20 21 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.0014591962737198921 0.0014591320411975986 0.0012639596769210735 0.0012736412422226714 0.0014554827615340402 -0.001289208881994961 0.0011098711638985123 -0.0011896545226996594 -0.0014580979271359258 -0.0014573562049671465 -0.001299750473197686 -0.00093262939718876368 -0.0014576154001898311 0.0014574725512914697 -0.001457913575445026 -0.0014576162135399476 -0.00085344889317316545 0.00093213721264243056 -0.0014571759203804097 0.00061229890530620061 0.0012866823839746664 -0.00059905457055850421 0.00064323529253388864 -0.00090217626439457988 -0.0014577394343089623 0.00078631208060658722 0.0011742637100943783 -0.00057713950561510399 -8.7774408676545598e-05 0.00089895392974636678 -0.00066358927500614743
leaf_weight=0.0083362465395566687 0.0057845776718750122 0.0059700377223634851 0.0086567567578299531 0.0057788064805208697 0.0082056031685766584 0.0088091526013158727 0.0078488533727067988 0.0077891465207926549 0.0079562028667510276 0.012648403576577039 0.010814205429255708 0.0058799172215913123 0.005476620703120715 0.006035296072525397 0.0049623095943616127 0.013199390866418526 0.024056046610780868 0.0060647419761608026 0.0065839210502076631 0.015106473608739179 0.01806673408577808 0.022211951181816403 0.014838051194374202 0.0052395019703794779 0.013743599461690792 0.025986622585207897 0.0045100965298843212 0.032377391252339294 0.0023658903395471506 0.0053911228450260742
leaf_count=18 23 12 58 53 268 41 21 205 263 120 163 52 40 261 111 73 44 401 43 77 95 32 199 24 74 165 7 106 42 30
internal_value=0 -5.77489e-05 -2.08449e-05 -5.72381e-05 -8.6171e-05 -5.25862e-05 0.00032075 -0.000191076 -0.00014331 -0.000185183 -0.000132653 -6.3304e-05 -1.55804e-05 -6.40873e-05 -1.16026e-05 3.45973e-05 0.000106983 0.000203532 0.000356623 0.000176371 0.0004135 8.60145e-05 -0.000436711 -0.000303754 -1.6762e-05 0.000486129 0.000915252 0.000168383 -0.000953288 0.000377809
internal_weight=0 0.324909 0.316573 0.307916 0.302137 0.293932 0.0795321 0.2144 0.20661 0.20064 0.192684 0.17767 0.17179 0.166313 0.160278 0.155316 0.144502 0.131302 0.100863 0.0768071 0.0553852 0.0402787 0.021422 0.030439 0.0243742 0.0716833 0.0304967 0.0411865 0.0150143 0.0191347
internal_count=3121 3098 3080 3022 2969 2701 340 2361 2156 2144 1881 1719 1667 1627 1366 1255 1092 1019 490 446 204 127 242 529 128 319 172 147 162 104
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 43 133 4 43 0 0 44 48 14 1 49 51 47 456 14 3 1 0 133 133 1 48 133 2 4
split_gain=0.00106845 0.00106989 0.00124473 0.0013537 0.00125335 0.00104816 0.00105375 0.000978795 0.00196958 0.00140206 0.0027722 0.00175763 0.00196471 0.0016253 0.00144709 0.00140704 0.00121771 0.00121456 0.00106022 0.00129496 0.00105333 0.00131899 0.00103614 0.00136775 0.00110389 0.00100383 0.00143321 0.000994261 0.00218798 0.000986707
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.39192500000000002 0.11269500000000002 -0.49405499999999997 -0.52440999999999993 -0.060129999999999996 -0.10607499999999999 1.0000000180025095e-35 0.12879500000000002 -0.073394999999999974 0.091615000000000016 -0.086009999999999989 0.08955500000000001 0.12119500000000001 0.090170000000000014 -0.46242499999999992 0.086245000000000016 1.0000000180025095e-35 -0.053834999999999994 -0.040449999999999993 0.085760000000000017 0.11039500000000001 0.090885000000000007 0.083950000000000011 0.084245000000000014 -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 -2 4 5 6 7 8 -4 10 11 12 14 -12 15 -9 20 18 19 -16 21 -17 -11 -24 -25 26 29 -15 -29 -21
right_child=1 -3 3 -5 -6 -7 -8 9 -10 22 13 -13 -14 27 17 16 -18 -19 -20 25 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0035915306366932284 -0.003591448406483874 0.0035917379487800378 0.0014950319107900781 0.0027650504203322063 0.0035790960342935844 -0.0035488005727539384 -0.0030816680768096217 -0.0035913821396742255 -0.0035915823951207307 0.0030131015367034987 0.0013759188689001808 -0.0035912781825993985 -0.0020970343858025347 -0.002677924588943201 -0.0014951657296619202 -0.0035909350262451696 -0.0024315970465425287 -0.0015652674384949369 -0.00092755452375674482 0.0034449787377228681 0.0019717903338816491 0.00079328313253115086 0.0030301687732649158 -0.00021742656525057302 0.0027115442698641 0.0034931127350107958 0.0035915256835254185 0.0029896951311615154 -0.0031405944729750506 -0.00034405362616429547
leaf_weight=0.0010367269587341346 0.0013114826545432825 0.0010127925539649132 0.0015353115668403916 0.0021217586060231488 0.0011504242887596652 0.0011840723545013523 0.001543044551107541 0.0014489889145750121 0.0027204166366416862 0.0024127954498567297 0.0020011574143836705 0.0014851043712269521 0.0036303117835814183 0.0095229713070192901 0.0012882589210221349 0.0012709006068689563 0.001884786118026228 0.0016957028028627965 0.0018649014873517436 0.0011116068752414759 0.0044425618925743038 0.0029114064556381436 0.0024115396042105877 0.014045512620981533 0.0018811600390336016 0.0052903923918421478 0.0027759150982546998 0.0013929807956358795 0.0016277676455462853 0.0043674742822759089
leaf_count=86 18 21 7 49 50 113 363 24 130 24 39 30 29 1048 7 50 31 13 19 35 26 56 38 175 31 86 29 37 404 53
internal_value=0 -7.62323e-05 -0.000121354 -6.51824e-05 -0.000141295 -0.000196345 -0.000144499 -8.40855e-05 -0.00175652 1.64938e-05 -0.000309062 0.000232285 0.000399379 -0.00162916 0.000697959 -0.000274384 0.000182937 0.00133011 0.00162413 0.00194493 0.00075429 -0.000538973 0.000801135 0.000510102 0.000128525 0.0022721 0.00148959 -0.00210857 -0.000313687 0.000424673
internal_weight=0 0.0833435 0.0823307 0.0810192 0.0788975 0.077747 0.076563 0.0750199 0.00425573 0.0707642 0.0500132 0.0354683 0.0339832 0.0145449 0.0303529 0.0119586 0.0105097 0.0183943 0.0166985 0.0148336 0.00862487 0.00418231 0.020751 0.0183382 0.0159267 0.0135454 0.008255 0.0125437 0.00302075 0.00547908
internal_count=3121 3035 3014 2996 2947 2897 2784 2421 137 2284 2016 488 458 1528 429 187 163 242 229 210 132 106 268 244 206 203 117 1489 441 88
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=1 50 1447 146 47 12 51 3 0 4 12 132 52 457 47 128 48 4 148 14 4 16 39 0 2 13 42 16 0 2
split_gain=0.00292321 0.00360012 0.0031212 0.00302954 0.00325072 0.00284989 0.00279019 0.00303168 0.00511876 0.00336926 0.00357595 0.00311837 0.00276258 0.00245102 0.00225813 0.00221131 0.0026951 0.00379468 0.00328651 0.00229067 0.00206582 0.00256325 0.00192011 0.00221657 0.00221779 0.00255524 0.00189483 0.00239972 0.00169059 0.00275181
threshold=0.098700000000000024 0.07826000000000001 -1.0000000180025095e-35 0.12035500000000002 0.086785000000000015 -0.040564999999999997 -0.10748999999999999 0.090900000000000009 -0.071924999999999989 0.40124500000000002 0.084100000000000022 0.081465000000000024 0.077655000000000016 0.082380000000000009 0.085270000000000026 0.086435000000000012 0.12879500000000002 -0.17966999999999997 -0.080634999999999984 -0.46885499999999997 0.033845000000000007 -0.014034999999999997 0.091820000000000013 -0.055064999999999996 0.11093500000000002 0.0076650000000000008 0.089015000000000025 -0.07550999999999998 -0.18901999999999997 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 4 5 -4 -1 8 9 10 12 14 20 -9 22 16 17 -7 -19 -20 -8 -22 23 -10 25 -25 -21 -28 -6 -30
right_child=2 -3 3 -5 28 15 7 13 11 -11 -12 -13 -14 -15 -16 -17 -18 18 19 26 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0014570886626848556 -0.0012588808758570999 -0.0013293020380282759 0.0014571044936345591 -0.0013855183253413607 -0.00083727889185175434 -0.0014572901723180817 -0.00097100380488704169 2.5011452664491433e-05 0.0008843528224440594 0.0014574236945506141 -0.0013496322595360122 0.0013059442388692404 0.00052664283959070405 0.001081913727726754 0.0011013214124805885 -0.00088833997310753577 -0.00035475469642693135 -0.00051999669480120832 -0.00031046184031278072 0.001201118510206399 -0.00066964097041462571 0.0011059791379714233 0.0010438137584120996 -0.00010128542310337173 0.00035955079379646171 -0.0014010488913059713 0.0011229270183313058 -0.00074895389181925431 -0.00024394454956263892 0.00078156362413836955
leaf_weight=0.0032492382399169619 0.0031654220318841899 0.0056386812093194285 0.0056868790448874043 0.0024449393677059552 0.0055081213813537025 0.0017995785244409026 0.012966854285679119 0.01249848305553769 0.0029123269547639509 0.0016543430679121221 0.011350139652080315 0.0047082547702075308 0.0057002770693657103 0.0074234733419871182 0.0035548985829336735 0.0028084270933277358 0.0074469339870120157 0.0040647921996423966 0.0031215154467645325 0.022058244342758826 0.004609646680194146 0.0027581167669268316 0.0025620665910537346 0.0059622237570806681 0.004789626035929472 0.006955723066084829 0.0031868357185658169 0.0026728390081416356 0.019539639221534344 0.0077593385660748018
leaf_count=170 38 483 221 4 26 75 150 39 94 9 1042 40 79 20 16 17 21 18 12 165 53 8 7 28 41 20 32 29 114 50
internal_value=0 -0.000198721 0.000162489 0.00021356 0.000259205 0.000482831 -0.000130653 -8.29802e-05 -0.000224817 -0.000577178 -0.000667212 0.000212642 -0.000369705 0.000418843 2.01164e-05 0.000365345 0.000444732 0.000606063 0.000711838 0.000873154 -0.000620973 -4.9389e-06 -0.000145684 -0.000293481 -0.000487197 -0.000801149 0.00100549 0.000269085 -0.000101015 4.75413e-05
internal_weight=0 0.0992944 0.0912635 0.0880981 0.0856531 0.052846 0.0936557 0.0904065 0.0704845 0.0390394 0.037385 0.0314451 0.0260349 0.019922 0.0267369 0.0471592 0.0443507 0.0369038 0.0351042 0.0310394 0.0203346 0.00736776 0.023182 0.0206199 0.0177076 0.0129179 0.0279179 0.00585967 0.0328071 0.027299
internal_count=3121 2299 822 784 780 590 1816 1646 1587 1341 1332 246 290 59 206 369 352 331 256 238 211 61 190 183 89 48 226 61 190 164
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=4 48 403 11 150 1456 160 133 50 157 13 13 160 48 4 1374 0 43 133 151 148 131 9 0 4 160 39 2 1 2
split_gain=0.000871893 0.00134639 0.00133606 0.00117435 0.00107928 0.00182081 0.00116289 0.00124705 0.00104618 0.00102397 0.00105922 0.0014448 0.001361 0.00187271 0.00193754 0.00125423 0.00166988 0.00111975 0.00103419 0.00113152 0.000985709 0.000959682 0.00106553 0.00115483 0.001482 0.00119311 0.00112446 0.0011498 0.000931708 0.000995863
threshold=0.27834500000000006 0.12933000000000003 -0.092474999999999988 0.080455000000000013 -0.22665999999999997 -1.0000000180025095e-35 -0.091944999999999985 -0.030254999999999994 0.11875500000000001 0.089050000000000018 -0.53104499999999988 -0.084034999999999985 -0.081069999999999989 0.095205000000000012 0.033845000000000007 -0.094929999999999987 -0.23091999999999999 -0.45785999999999999 -0.088004999999999986 -0.083274999999999988 -0.083019999999999983 0.10258000000000002 -1.0000000180025095e-35 -0.10607499999999999 0.25615500000000008 0.085130000000000011 0.091820000000000013 0.11585500000000001 0.098220000000000016 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 8 -1 4 -4 -6 7 -7 20 10 -8 18 -13 15 -15 -14 -17 -18 -12 -20 -2 22 -19 24 25 -24 27 -25 29 -21
right_child=1 -3 3 -5 5 6 9 -9 -10 -11 11 12 13 14 -16 16 17 21 19 28 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033837211842351199 -0.0016707215085846898 -0.0027642180668957087 0.0026281549979785433 -0.0024293096237504729 -0.0033839068285114668 0.0016480117353920528 -0.0023094557356050918 -0.0026423863142336669 -0.0016838924768119684 -0.0029757620321529997 -0.0018765259713800875 0.0019784287932338761 -0.0033845179379386439 0.0023923664810539965 -0.0014294743181580459 0.0033640484743132073 0.0013145051124618015 0.0018026356731347367 -0.0010507582765319251 0.0018989697013440947 0.0016961242016703955 0.0014877826240380129 0.0019671639454044605 -0.0030181194425167274 -0.0029751133475248476 -0.0013396898144084732 0.00027591197877934224 0.00011761074609941868 0.0033844268623041559 -0.00089885768817169777
leaf_weight=0.0014652673291521969 0.0010992318239004826 0.0011576996025723938 0.0017029556676106941 0.0024226605375545765 0.001876955009208813 0.0010030350458158921 0.0018587558938634166 0.0034202517069665808 0.0014344470619107605 0.0011870943971530315 0.0011474893166045783 0.0034330352443596715 0.0018061965705129515 0.0051594516538600024 0.0021520361218563266 0.0012393452157084426 0.0028939433684342887 0.0013170230179895262 0.0017634404188804362 0.0062724846556321268 0.010549728147573489 0.0017327866926777338 0.003125643659643614 0.0079294613526137703 0.0017222827717091604 0.0020805114772031175 0.0020453617674149891 0.0016106257430195123 0.0032789395123131735 0.0018969246464166645
leaf_count=357 12 17 15 134 277 39 16 239 14 75 124 78 20 78 26 7 43 28 109 174 297 66 32 619 21 29 32 62 62 19
internal_value=0 0.000733198 -0.000188045 -0.000117182 -2.91859e-05 -0.00010223 2.98766e-07 -0.00166949 0.00104267 0.000133013 0.00020077 0.000289463 -5.41077e-05 -0.000254534 0.00126746 -0.000659143 -0.000467581 -0.000661742 0.00120461 0.00147221 0.00137842 -0.000926963 -0.00113796 -0.00134714 -0.000254397 0.000645661 -0.00200064 -0.00248872 0.00186084 0.00124932
internal_weight=0 0.0142411 0.067544 0.0660787 0.063656 0.0619531 0.0600761 0.00442329 0.0130834 0.0556528 0.0544657 0.052607 0.0382477 0.0348147 0.00731149 0.0275032 0.025697 0.0244576 0.0143593 0.0132118 0.011649 0.0215637 0.0198309 0.0185139 0.00692844 0.00520616 0.0115854 0.00954009 0.0114483 0.00816941
internal_count=3121 340 2781 2424 2290 2275 1998 278 323 1720 1645 1629 1141 1063 104 959 939 932 488 364 309 889 823 795 82 61 713 681 255 193
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=376 42 376 2 133 50 14 453 1348 484 15 11 14 1374 401 159 13 13 49 456 151 1374 1373 2 4 4 160 132 4 52
split_gain=0.000833952 0.00106382 0.00143062 0.00113783 0.00106243 0.00109127 0.00100972 0.000929048 0.00110559 0.00108949 0.00117311 0.00167051 0.00143451 0.00116815 0.00103259 0.00099645 0.000958418 0.00150825 0.00133003 0.00105564 0.00120135 0.00212583 0.00128709 0.00129986 0.00116872 0.00103508 0.000931142 0.000890694 0.000932873 0.000844733
threshold=-0.18919999999999998 -0.39990999999999993 0.088470000000000007 0.17025000000000004 0.11269500000000002 0.14262000000000002 0.076175000000000007 0.10071000000000001 0.090205000000000021 -0.0068949999999999992 -0.24436499999999997 0.087925000000000017 -0.46885499999999997 0.093235000000000012 0.083100000000000021 0.10519500000000001 -0.53104499999999988 -0.091054999999999983 0.10542000000000001 0.084065000000000015 -0.0067699999999999991 -0.094929999999999987 1.0000000180025095e-35 0.084245000000000014 -0.52556499999999995 -0.083854999999999985 0.31396500000000005 0.081465000000000024 -0.10429499999999998 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 9 26 12 13 -11 14 15 16 -12 -18 19 20 21 -19 23 25 -25 -22 -3 28 -26 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 -21 22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.0034418287240622707 -0.0040445390813170562 -0.0036113190909482355 0.0031488396451612656 0.0040291550739525728 -0.0037568522312503628 -0.0040441464624762294 -0.0026098683544626823 -0.0034127330161196666 0.0039612966285768854 -0.00074945383142261855 -0.0029585354837068103 -0.0040444131709713215 0.0036594743534822888 -0.0039642059697466989 -0.0031126181726400678 -0.002838101063211293 0.0018243697770462383 -0.0040449882260323519 0.0026630243585766184 -0.0035563535286451515 0.0027714182621307567 0.0022031457543164974 0.0039538270904253504 0.0023127085159075612 -0.0034328493936286878 -0.00019739040990778063 0.00078038725095902592 0.0016640548852257632 -0.0004814913898734925 -0.0040456595794442713
leaf_weight=0.0011135576238601166 0.0010925008270135086 0.0023645054502630094 0.002252338819644705 0.0010637554269159457 0.0013354084136754088 0.0011382569333200357 0.0024376126266787415 0.0012514876011664447 0.0011931286605317828 0.0019303438308213572 0.001360832346335882 0.0016293806400611279 0.0032185491690590587 0.0011270849734401614 0.0015001368590255018 0.0016139705116060546 0.010711145428082602 0.0010209045900637648 0.0030721167213556546 0.0013962088552261767 0.0025066457376503601 0.0069638262736759771 0.0010715735277386776 0.0012907061175724101 0.0047769117545470715 0.0082079598250182073 0.0011850122695591381 0.0011609727741443985 0.0059475151994981311 0.0013305375020369326
leaf_count=28 8 352 59 63 362 33 88 18 31 30 11 67 131 28 219 62 186 10 122 59 97 127 6 14 72 242 55 57 358 126
internal_value=0 -8.26764e-05 -2.57686e-05 -0.000122648 -0.000183362 -0.000116533 -5.2911e-05 3.89766e-05 0.000103858 3.347e-05 0.000158524 -9.32792e-06 0.00200655 0.000110084 0.000195229 0.000289871 0.000389215 0.00048133 0.000110052 -0.000109803 3.05838e-05 0.00140428 -0.000386586 -0.000570997 -0.00135993 0.000497152 -0.00214514 -0.00171861 -0.00204439 -0.00113307
internal_weight=0 0.0771513 0.0760588 0.0738065 0.0727427 0.0714073 0.0702691 0.0678315 0.06658 0.0653868 0.0618373 0.0566884 0.00514889 0.055059 0.053932 0.0524318 0.0508179 0.049457 0.0387459 0.0356738 0.0342776 0.00798473 0.0262928 0.0252212 0.0145066 0.0107146 0.00354952 0.0132159 0.012055 0.00727805
internal_count=3121 3093 3085 3026 2963 2601 2568 2480 2462 2431 2024 1863 161 1796 1768 1549 1487 1476 1290 1168 1109 137 972 966 627 339 407 613 556 484
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=1 1447 484 1374 0 0 16 12 15 2 12 40 47 4 4 32 48 42 474 52 48 2 133 48 149 4 16 0 16 43
split_gain=0.000778087 0.00114045 0.00105128 0.000988673 0.0013574 0.00131505 0.0012082 0.00113172 0.00134102 0.000974097 0.000925409 0.000866412 0.00120994 0.00105746 0.00102296 0.000955051 0.000983163 0.00107136 0.00118703 0.00105865 0.00096593 0.00111844 0.0010822 0.00122783 0.000818589 0.00099051 0.000838763 0.000800958 0.000649365 0.00109363
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.074229999999999977 -0.51370499999999997 0.084100000000000022 -0.0063699999999999989 0.14753000000000002 0.098810000000000023 0.084220000000000003 0.13148500000000005 -0.17966999999999997 0.10637500000000001 0.07783000000000001 0.12879500000000002 -0.12995999999999999 -1.0000000180025095e-35 0.41580500000000004 -0.086869999999999989 0.090790000000000023 -1.0000000180025095e-35 0.087555000000000008 0.092550000000000007 0.09173000000000002 -0.056919999999999991 0.16094000000000003 -0.29154999999999992 -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 -1 -4 -5 6 -6 8 -8 11 28 12 13 -3 -14 16 17 -15 -19 20 -20 22 -22 24 25 26 -24 -12 -7 -30
right_child=1 9 3 4 5 10 7 -9 -10 -11 27 -13 14 15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0042075881728898343 -0.0032020699381654248 -0.0028512169127411558 -0.0042080695081517672 0.0024141652824468166 0.0024598061395470616 0.0037607122912023576 -0.002951861615076747 -0.003573325503203184 0.00064679900324512486 0.0033013342363046702 -0.0042078050474011162 0.0028324793085108945 0.00020820362431196561 -0.0024567491062489292 -0.0041289931485538455 -0.0027369286489475654 -0.0015420864876403186 -0.0028948064190293505 -0.0018262611413014983 -0.002390478005584513 -0.0021856146066156937 0.003052035198169812 0.0034325379464752162 -0.0026319926744466896 -0.0011117521147580114 0.0041369676459794931 -0.0017250633953748836 0.00043493677369552298 0.001591804359460999 -0.00087107522633543034
leaf_weight=0.0012946726313858284 0.0015194675912084668 0.0016076575690888674 0.0011337336795662614 0.0031495541093136117 0.0012459804279387728 0.0011469462432387454 0.0032060389537491574 0.004452175390595059 0.0042785903535857983 0.0020977931075485392 0.0013765779712322504 0.0023309302892613451 0.0018587483499032933 0.0014053384949477268 0.0019959871378887328 0.0013949247854228011 0.0027644903850614347 0.0011192665426733575 0.0012407865200430015 0.001142969364138934 0.0015708738071680281 0.0092741487281102764 0.0010251202501052516 0.0010472279720943334 0.001091849274729384 0.0038579276630166248 0.0012248990295091865 0.0012593044414188626 0.0069246465204173546 0.0059182486349911335
leaf_count=397 47 107 38 29 29 8 116 1087 97 111 125 41 26 14 16 15 22 16 20 55 43 219 35 28 8 60 60 8 79 165
internal_value=0 0.000371991 -0.000486604 -0.000345296 -0.000212419 -0.000489943 -0.00148228 -0.00189376 -0.000894686 0.000514712 0.000296897 0.000352118 0.000180162 0.000467351 -0.0020376 0.000656809 0.000833683 0.00110734 0.00132901 0.00154915 0.0017706 0.00200436 0.00101472 0.00162431 0.0022434 0.00284316 0.000624766 -0.00198971 0.000727726 0.000456863
internal_weight=0 0.0395704 0.0353865 0.0340918 0.0329581 0.0298085 0.0131828 0.0119368 0.00748463 0.0380509 0.0166257 0.0359531 0.0336222 0.0297675 0.00385474 0.0281598 0.0267649 0.0240004 0.0225951 0.0214758 0.0203328 0.019092 0.0098179 0.00824702 0.0071998 0.00610795 0.00225002 0.00263588 0.0139898 0.0128429
internal_count=3121 943 2178 1781 1743 1714 1329 1300 213 896 385 785 744 702 42 595 580 558 544 528 473 453 234 191 163 155 95 133 252 244
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=52 4 52 133 1210 13 39 457 484 160 42 13 15 1375 150 394 106 146 0 0 15 42 160 151 4 16 474 42 457 151
split_gain=0.00474748 0.0049057 0.00430358 0.00415729 0.00354915 0.00405855 0.00378155 0.00412785 0.00570118 0.00415357 0.00406149 0.00625562 0.00395637 0.00322118 0.0036069 0.00321969 0.00373718 0.00282605 0.003681 0.00345178 0.0033195 0.00534491 0.00381637 0.00401505 0.00357036 0.00318821 0.00562298 0.00279337 0.00253074 0.00243657
threshold=-0.24456499999999998 0.09173000000000002 -0.15275999999999998 -0.25159999999999993 -0.08107499999999998 -0.10664 0.085060000000000011 0.088350000000000026 -0.0068949999999999992 0.086075000000000013 0.093775000000000011 0.41383500000000001 0.19724500000000003 -0.43996499999999994 0.084335000000000007 -0.079154999999999989 0.092990000000000017 0.12035500000000002 -0.030209999999999997 0.13134000000000004 1.0000000180025095e-35 0.083995000000000014 -0.098904999999999979 -0.12074999999999998 -0.083854999999999985 -0.056919999999999991 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -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 -1 -2 -4 -5 29 7 8 -7 10 17 12 -12 -9 -15 -8 27 18 20 -20 22 -22 -10 -24 -23 28 -27 -17 -25 -6
right_child=2 -3 3 4 5 6 15 13 9 -11 11 -13 -14 14 -16 16 -18 -19 19 -21 21 24 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010946504906100705 0.00098238420936530048 0.00023431343132553135 -0.0012260175454392728 -0.0013201872996597306 -0.00041915200110443642 -0.0012055798265359443 -0.0012662624698555319 -0.00034160322935399771 -0.0008602047006750882 -0.00094538773576632721 -0.0012850283649123561 0.0013226787985990418 0.00079668637264576777 -0.0005852438153680792 0.0010509115089756269 0.00014164579115326319 -0.0011855076315293459 -0.0012743671144731211 0.00094977610830836233 -0.00022299318254109416 -0.001151902481683035 0.0012769500703625246 -0.0012455076204478219 -0.00017783924842946689 -0.0013196281405032273 -0.00075780430543781474 0.00063293731672528952 0.0012359299124285216 0.00089627424578659644 0.00055357616220150403
leaf_weight=0.013422380284026758 0.008140766361691476 0.0075608273830312092 0.0046729025721390363 0.0033257877157666363 0.0051381827506702385 0.0091625371735943872 0.0016714109187887507 0.0068380938291738849 0.0062779317645720303 0.0098249390828755168 0.011803282067177179 0.0023586945608258239 0.0018370913167018452 0.0028835102400535115 0.012586873557097533 0.0064653932536202731 0.0017660857163264146 0.0026828567570191799 0.014224760996967234 0.0063076108449422455 0.0099381356760090966 0.0033604927374426552 0.0029804130516595242 0.0048254323278342772 0.0012707378358953756 0.0098690805452861241 0.010392636488347762 0.01092594070561859 0.018320820377624614 0.035208259985807899
leaf_count=336 91 28 162 132 24 376 7 12 142 91 228 1 4 34 63 40 9 3 73 21 372 17 40 17 163 85 70 184 86 210
internal_value=0 -0.000615788 4.0476e-05 5.12723e-06 3.22325e-05 5.37615e-05 -3.62145e-05 -0.000110421 -0.000203435 -0.000124466 -4.86977e-05 -0.000661549 -0.00100466 0.000412588 0.00074595 0.000490154 0.000643395 5.97043e-05 0.000100484 0.000589498 -4.8851e-05 -0.000606305 0.000105361 0.000236034 0.000564489 0.000337758 -4.44653e-05 0.000829119 0.000672348 0.000429698
internal_weight=0 0.0209832 0.225061 0.21692 0.212247 0.208921 0.168575 0.147746 0.125437 0.116275 0.10645 0.0159991 0.0136404 0.0223085 0.0154704 0.0208288 0.0191574 0.0904509 0.0877681 0.0205324 0.0672357 0.0145694 0.0526663 0.0463884 0.00463123 0.043408 0.0202617 0.0173913 0.0231463 0.0403464
internal_count=3121 364 2757 2666 2504 2372 2138 1898 1789 1413 1322 233 232 109 97 240 233 1089 1086 94 992 552 440 298 180 258 155 224 103 234
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=1213 1429 4 1374 482 133 403 151 150 160 42 1 14 484 130 151 38 16 49 2 457 12 1373 1 2 51 0 13 12 13
split_gain=0.000780493 0.000794123 0.000888307 0.00100975 0.00105847 0.00100387 0.000958707 0.000795504 0.000903379 0.00118449 0.00088141 0.0010944 0.0011389 0.00139854 0.000920944 0.000938614 0.000992574 0.00092717 0.000969303 0.000899936 0.000863641 0.000973152 0.00118107 0.00168694 0.00142133 0.00123962 0.000962965 0.000862956 0.000838392 0.000826297
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50500500000000004 0.093235000000000012 0.090355000000000005 -0.25159999999999993 -0.083259999999999987 -0.40381499999999992 -0.22665999999999997 -0.091944999999999985 -0.11466499999999999 0.11353000000000001 0.078235000000000013 0.08660000000000001 -0.0015749999999999998 -0.090369999999999992 0.084835000000000008 -0.53943499999999989 -0.12164499999999999 0.092235000000000025 -0.0029299999999999994 0.095330000000000012 -1.0000000180025095e-35 0.094385000000000011 0.073895000000000002 0.08955500000000001 0.12500000000000003 -1.0000000180025095e-35 0.051320000000000005 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 -2 3 4 5 -3 -7 -8 -9 29 28 12 13 14 -12 19 17 -17 -19 -16 -20 22 -22 24 -24 26 -26 -13 -11 -10
right_child=1 2 -4 -5 -6 6 7 8 9 10 11 27 -14 -15 15 16 -18 18 20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001953006328132945 -0.0021790040226650717 -0.0025592947557386081 0.0021780389173277626 -0.0030568524951307659 -0.003566076653494349 -0.0027625560872158875 -0.002620658193919663 0.0032565360774101529 -0.002827453380908969 0.00049707892724787503 -0.0019710959072339247 0.0027750541161967361 -0.0034545176106854851 0.0032112386912244877 -0.003540111892417284 0.0034784001683498748 -0.0023497997828973269 -0.0018446879844261426 -0.0018457205964023525 0.00081110396366703493 -0.001791790750360876 -0.00082547414660704256 -0.0031222423526881026 0.0029561185248621357 0.0020428285466934514 -0.002187696816565424 -5.0739251598530248e-05 0.00064293888663220214 -0.003328977476001943 0.00068699082194942362
leaf_weight=0.0026156296988428798 0.0020127502162381452 0.0017164711831583182 0.0025755085147416415 0.0013396987895575299 0.001003895419383837 0.0013554850759769357 0.0011866383982734865 0.0013460392987099104 0.0025560410582716733 0.0014223617019410986 0.0023429736188127484 0.0044411542626576761 0.0010312857182555027 0.0021122414199936648 0.0014948386757467338 0.0014207211427219443 0.0014956333787949907 0.0020976069200209215 0.0016410603704137819 0.0010386021126009837 0.0016720522401101326 0.0038891760861439187 0.0011517133186487319 0.0060104881407312396 0.0088053776427443609 0.0013992905581154966 0.0041758709878649833 0.0054517885686209411 0.0015355344687115746 0.0013017883702275412
leaf_count=491 154 162 178 42 118 353 54 10 229 22 98 142 45 45 45 35 16 43 91 21 13 120 76 122 167 42 19 63 66 39
internal_value=0 4.419e-05 0.000109031 2.88216e-05 9.23257e-05 0.000149628 0.000224173 0.000290519 0.000348255 0.000281323 0.000417111 0.000526233 0.000271951 0.000366264 0.000210726 0.000351581 0.000509767 0.000642328 0.000511688 -0.0017563 0.00068364 0.000836784 0.00111526 0.0013409 0.000715855 0.00102324 0.00136936 0.00160009 -0.00148914 -0.00164154
internal_weight=0 0.0710241 0.0690113 0.0664358 0.0650961 0.0640922 0.0623758 0.0610203 0.0598336 0.0584876 0.0546298 0.0516719 0.0417789 0.0407476 0.0386354 0.0362924 0.033759 0.0322634 0.0308426 0.00253344 0.028745 0.027104 0.0232148 0.0215427 0.0155323 0.0143805 0.0129812 0.00989294 0.0029579 0.00385783
internal_count=3121 2630 2476 2298 2256 2138 1976 1623 1569 1559 1291 1203 998 953 908 810 744 728 693 66 650 559 439 426 304 228 186 205 88 268
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=4 151 403 9 150 158 0 0 3 44 13 13 39 16 3 0 12 13 15 0 52 43 3 4 49 50 2 48 1 142
split_gain=0.00432256 0.00445702 0.00414031 0.00326703 0.00327311 0.00369102 0.00302687 0.00450546 0.00451938 0.00367422 0.00309406 0.00559235 0.0030218 0.00297227 0.00297048 0.0033434 0.00386449 0.00655327 0.00322359 0.00263777 0.00237466 0.00289497 0.00296347 0.00309597 0.00257847 0.00231506 0.0022452 0.00295325 0.00291126 0.00341156
threshold=0.27287000000000006 -0.27559499999999998 -0.092474999999999988 -0.036024999999999995 -0.22665999999999997 0.095525000000000013 -0.062294999999999996 -0.10607499999999999 0.14121000000000003 1.0000000180025095e-35 -0.084034999999999985 -0.084319999999999992 0.08456000000000001 -0.36241499999999999 -0.116045 -0.053834999999999994 -1.0000000180025095e-35 -0.089109999999999981 -1.0000000180025095e-35 0.18019500000000002 1.0000000180025095e-35 -0.032879999999999993 0.090900000000000009 0.033845000000000007 -0.080089999999999981 0.11875500000000001 0.113445 -0.064549999999999982 0.11230000000000001 -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=2 -2 -1 -4 -5 6 7 9 10 13 11 12 -9 -6 18 -16 -17 -18 -8 -20 21 -15 24 -24 -23 26 27 -3 -29 -30
right_child=1 25 3 4 5 -7 14 8 -10 -11 -12 -13 -14 20 15 16 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012938916537131096 -0.0012061471610166239 0.001294050581792197 0.0012944063458163837 0.0009661517700574637 -0.00061230659186045362 -0.0011925036996545315 0.001294545910455126 -0.0012938701284211499 0.00064810782278976924 -0.0012718710786566475 -0.0011758272359722274 0.0010444693152366505 0.00096689922894407096 0.00064505758955122629 0.00082790019595687986 0.00043133811922570453 0.00015427774657616775 -0.0012626234652413845 0.00064885481767541808 -0.00026916045011731311 0.00087328902172281416 0.00020477280304057128 0.00051503320217233717 -0.0006299945456375044 -0.00088893403547923324 -0.00045281861031546902 0.0010534289489608937 -0.00037098005955229027 -0.00080739535761912759 0.0012942682683555692
leaf_weight=0.0048218864352094206 0.0028064018461009246 0.0043122619786117857 0.0028525831418164662 0.0046757684253861944 0.010274485540833211 0.0053107719171805448 0.0059098005804116829 0.0061929774214632971 0.0039815577574699992 0.0038774350987296194 0.016722936252975273 0.0035462807283721531 0.0011776332767112763 0.01046534400541077 0.0053451383580522807 0.0090388760531823209 0.010624452936212945 0.01124516487202243 0.011033413458164887 0.0099732481105547777 0.0066099089326883123 0.0053424142097355789 0.014678908506311927 0.0054079892070149063 0.011109224232882298 0.003915817589586367 0.011677938036896762 0.0095001825930012274 0.0017518063687020904 0.0049317468574940904
leaf_count=355 15 31 47 15 66 187 14 431 18 29 944 17 12 66 39 39 27 169 93 15 42 12 62 18 52 15 177 33 3 78
internal_value=0 0.00036426 -0.000111272 -7.87601e-05 -0.000101462 -0.000131199 -9.65261e-05 -0.000237264 -0.000640487 -4.91087e-05 -0.000826111 -0.000290401 -0.000932658 2.51018e-05 0.0001249 -0.000116822 -0.000280197 -0.00057428 0.000450475 0.000213012 0.000147254 4.51555e-05 -0.000126668 0.000206758 -0.00053377 0.000486377 0.000600685 0.000342726 8.92393e-05 0.000743407
internal_weight=0 0.0388962 0.180218 0.175396 0.172544 0.167868 0.162557 0.0993871 0.0316214 0.0677657 0.0276398 0.0109169 0.00737061 0.0638883 0.0631701 0.0362536 0.0309085 0.0218696 0.0269165 0.0210067 0.0536138 0.0470039 0.0365385 0.0200869 0.0164516 0.0360898 0.0321739 0.020496 0.0161837 0.00668355
internal_count=3121 352 2769 2414 2367 2352 2165 1769 1422 347 1404 460 443 318 396 274 235 196 122 108 252 210 144 80 64 337 322 145 114 81
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1 47 4 50 0 3 1 4 16 394 146 48 4 3 128 474 148 52 13 42 13 150 16 47 16 0 12 159 42 160
split_gain=0.00441978 0.00464194 0.00498711 0.00420506 0.00416862 0.00671227 0.00420596 0.0057158 0.00488655 0.0040611 0.00394761 0.00412782 0.00388967 0.00380328 0.00350397 0.0037101 0.00378355 0.00404258 0.00272394 0.00293148 0.00376951 0.00253747 0.00279362 0.00257839 0.00286495 0.0024677 0.00222481 0.00207078 0.00323458 0.00201257
threshold=0.094385000000000011 0.086785000000000015 -0.17966999999999997 0.11644500000000001 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.053925000000000008 -0.095564999999999983 -0.079949999999999979 0.12035500000000002 0.12879500000000002 -0.083854999999999985 -0.084074999999999997 0.086435000000000012 -0.14697499999999997 -0.080634999999999984 -0.38533999999999996 -0.53104499999999988 0.092620000000000022 0.40528500000000006 -1.0000000180025095e-35 -0.5335399999999999 0.11312500000000002 -0.061854999999999993 -0.060129999999999996 0.089795000000000014 0.092630000000000018 -1.0000000180025095e-35 -0.40698999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 6 12 8 -8 -10 11 14 13 -1 15 -4 -17 -18 -6 27 -21 -3 -23 -24 26 -26 -25 28 -20 -19
right_child=1 21 3 -5 18 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 17 29 19 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.001268434582468544 -0.00087640910073362574 -0.0010575051351597016 -0.00080802618835879459 -0.00071914455970800749 -0.0012692974947161508 0.00038590190788819856 0.00059815608141417496 0.001031454464520075 0.00095860311927477662 -0.0010648753189901434 -0.0011801637945858953 -0.00037324520194394363 -0.0012685381518654723 0.0012709998981192535 -0.00049220484779450018 -0.00031182576719544666 -0.0012685441547308177 -0.00032314759325030817 -0.00042047965497523754 -0.0012688177128110283 0.00095737759852833944 0.00099698573063220614 -0.00062503558786547464 0.0012031662925149735 -0.0012686499924438339 7.3602874007611325e-05 -7.2063004409495844e-05 -0.00048084926843046827 0.00060086297343300637 0.0010592232755315986
leaf_weight=0.0017234671309296345 0.0051934838654688056 0.0049758528548409222 0.0023258948403963578 0.0049141632952114369 0.0023103979629013329 0.012802291362845608 0.0046524605551212508 0.0043424376897860375 0.001772911514990482 0.015944689273879931 0.0021794243293697937 0.0068444258886302114 0.019410126646498327 0.0021104582119733086 0.0038793330583075649 0.0042589734794091774 0.0012966531580786969 0.0017650413644787468 0.0062053521265852387 0.0044991779482472785 0.0016805238410597667 0.003432998838434286 0.013685325210985866 0.0048332974586173787 0.0032835829463238025 0.006697180233913972 0.0040405008668926712 0.0049609331732085584 0.025425946004247635 0.042187174207185762
leaf_count=256 103 22 3 41 4 48 56 23 17 361 3 19 1168 1 30 21 13 15 45 75 2 16 90 30 41 20 14 37 85 462
internal_value=0 0.000134717 0.000322551 0.000411951 -0.000222113 -0.00043346 -0.000643436 -0.000300147 -0.000558635 -0.000862396 0.000497812 0.00055627 -0.00103795 0.000129446 0.000670463 0.000757479 0.000831027 0.000938596 7.21014e-05 0.000144559 -0.00066342 -0.000208599 -9.11759e-05 -0.000205978 9.81887e-05 -0.000367986 0.000622517 0.000281011 0.000400498 0.00100371
internal_weight=0 0.115793 0.0748446 0.0696511 0.107841 0.0627588 0.0499566 0.0267125 0.0223701 0.0177176 0.0647369 0.0625575 0.0232441 0.00383393 0.0557131 0.0518337 0.0495078 0.0452489 0.0450823 0.0427719 0.0061797 0.0409487 0.0359729 0.0325399 0.0188546 0.00998076 0.0088738 0.0365922 0.0316313 0.0439522
internal_count=3121 943 710 607 2178 1930 1882 457 434 378 566 563 1425 257 544 514 511 490 248 244 77 233 211 195 105 61 44 167 130 477
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=124 480 15 52 1 12 12 42 12 12 131 132 133 44 51 48 1 159 456 3 457 34 1 1 1374 1375 43 16 15 4
split_gain=0.00073644 0.000928186 0.000859083 0.000928647 0.00131283 0.00132453 0.00111761 0.00110943 0.000980649 0.00119308 0.000895125 0.00120512 0.00124494 0.00119117 0.00125456 0.00170727 0.00150777 0.00147289 0.00119488 0.00200876 0.00111381 0.0011331 0.00114956 0.000988644 0.000874914 0.000944494 0.000678833 0.00112123 0.00117971 0.00109905
threshold=0.10281000000000001 0.08598500000000002 -0.47006499999999996 -0.24456499999999998 0.13686500000000004 0.11650500000000001 0.11232500000000002 0.10077000000000001 0.098810000000000023 0.097825000000000009 0.092225000000000015 0.079970000000000013 -0.038089999999999992 1.0000000180025095e-35 0.12547500000000003 0.12879500000000002 0.11353000000000001 0.091530000000000014 0.084065000000000015 0.10299500000000002 -0.0029299999999999994 -0.086809999999999984 0.096860000000000016 1.0000000180025095e-35 -0.094929999999999987 -0.068444999999999992 -0.51144999999999985 0.15891500000000003 0.084050000000000014 -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 7 5 6 8 -4 9 10 11 12 -5 14 15 16 17 18 19 20 -14 -22 24 -13 -23 -26 -27 28 29 -28
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 23 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0030479453733516558 0.0018982338107544883 -0.0027722264398144314 -0.0025889974723252037 -0.0022824296322792145 0.0021694092460930927 -0.0020981049022399129 0.0032010159241407741 0.0009369991107654104 -0.0016682441320790442 0.0029068265062062314 -0.0021747127999293563 -0.00065417907276595587 -0.0022514957444486829 -0.0029148315094860099 0.0031475494812678848 -0.0031940821085775437 0.0029713558418020913 -0.0023517162904145082 -0.0024680132012217825 0.0026433667692960989 -0.0028515349084305211 -0.0025657526488104894 0.0023698619654865618 0.0028788724860518791 0.0033266638985012574 0.0016913226487119013 0.0018732172117897727 -0.0033843239728123522 -0.0033840541642464203 -0.00027652534993208652
leaf_weight=0.0010233873401226381 0.0022105369891960427 0.0014415044339042274 0.0033359876717362616 0.0027301630372722476 0.0031305424517640281 0.0034999726570603676 0.0012570349567866393 0.0014725206325252316 0.0038709226291935286 0.0016741937943081089 0.002071138829638385 0.0013009459274613269 0.0021721517609627474 0.0014708600841686339 0.0015727035410009185 0.0017568542286880975 0.0021473252659802702 0.0026968165142378089 0.0017485435020851972 0.0039976069552949403 0.0012557854166317375 0.0012707190137888338 0.0030874603484818399 0.0029923644723055531 0.0011352409571969693 0.0027288723147194062 0.0039925774139533141 0.0011300860180369918 0.0010156013028836961 0.0085594425195303393
leaf_count=95 39 219 317 380 101 88 35 28 192 27 206 43 74 33 26 17 71 122 94 51 15 23 73 75 10 27 28 12 369 231
internal_value=0 -8.46557e-05 -2.9388e-05 -7.49809e-05 3.23321e-05 -7.71006e-05 4.5627e-05 -0.00150922 -2.47268e-05 9.64356e-05 3.87537e-06 9.64095e-05 -6.88675e-05 7.59237e-05 0.000185167 6.47653e-05 0.000219762 4.99316e-05 0.000251738 0.000408453 6.93641e-05 0.000277889 0.00044935 0.0018083 0.000150372 0.000336314 0.00014151 -0.000146238 0.000123471 0.00040727
internal_weight=0 0.0715393 0.0700978 0.0690744 0.0642659 0.0611354 0.0576354 0.00480851 0.0563784 0.0525075 0.0508333 0.0487621 0.0444688 0.0417386 0.0402678 0.0386951 0.0369382 0.0347909 0.0320941 0.0303455 0.0263479 0.0241758 0.02292 0.00429331 0.0198325 0.0185618 0.0174266 0.0146977 0.0135676 0.012552
internal_count=3121 3082 2863 2768 2423 2322 2234 345 2199 2007 1980 1774 1656 1276 1243 1217 1200 1129 1007 913 862 788 773 118 700 677 667 640 628 259
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=8 11 1456 2 401 43 1 0 133 453 133 157 133 133 158 15 42 457 16 160 4 4 16 13 51 14 15 42 15 3
split_gain=0.000683592 0.000942373 0.00107184 0.000936752 0.000908423 0.000835451 0.00115561 0.00119097 0.00111393 0.00099615 0.000848791 0.000818164 0.000862851 0.00103069 0.000740543 0.000804847 0.00172697 0.000980407 0.000732005 0.000730336 0.000776521 0.00105679 0.00112931 0.0018312 0.0012247 0.000726963 0.000618681 0.000602331 0.00128762 0.00101684
threshold=0.087195000000000009 0.088215000000000002 -1.0000000180025095e-35 0.098035000000000011 0.083100000000000021 -0.043144999999999996 0.099400000000000002 0.089620000000000019 0.10622000000000002 1.0000000180025095e-35 0.097125000000000003 -0.084489999999999996 0.089755000000000015 0.083950000000000011 0.084765000000000021 0.079055000000000014 0.081660000000000024 -0.0029299999999999994 -0.18708499999999997 0.31396500000000005 0.24564500000000003 0.033845000000000007 -0.069894999999999985 -0.0097949999999999982 0.085720000000000005 -0.46596499999999991 -0.15914499999999995 0.075730000000000006 -0.036009999999999993 -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 4 11 6 7 -5 9 10 19 -4 13 14 15 17 -17 -13 -18 20 21 22 24 -24 -7 -22 -27 29 -29 -19
right_child=-2 -3 3 5 -6 8 -8 -9 -10 -11 -12 12 -14 -15 -16 16 18 27 -20 -21 25 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0024398143942787128 0.0025595568637908689 -0.0019765493466143264 -0.0029819219734737376 -0.0013676859706759623 -0.0034354842836659327 -0.00098001325006014648 0.0030935331890176955 0.002245348686728682 -0.0032273351096993421 -0.0028929824001421426 0.003452334630911707 -0.002051774761037311 -0.0023080800425708042 0.0023889934090371508 -0.0029237879255924948 -0.003253013447071791 0.003097314640475721 0.002268934079191601 -0.00095783584504644111 0.0031380331560938602 -0.00086341122904528395 -0.0023789675772728017 0.0017756931120079362 -0.0024650822566680197 0.0034487991828697985 0.0031739972543760289 0.00039945890503189643 0.00071583272903454434 -0.0025053652669320319 0.00029219777383784732
leaf_weight=0.0020511098836664124 0.001199018032330911 0.0029525755889636676 0.0011963782455968177 0.0022480720376272237 0.0010491603205657887 0.001167195492058677 0.0032719271963799201 0.0021034236588235444 0.0010675902687431451 0.001038622315036263 0.0011496030929265535 0.0020228114634797114 0.0019488318760894066 0.0021091787817262278 0.0010718910722147248 0.002517914595635772 0.0010113419301660542 0.0042262254503100368 0.0011144698405587405 0.0010779463009100701 0.0013983962121528748 0.0023507413858787638 0.0020175187045623488 0.0030405999749376677 0.0020497087504338651 0.0023254233744403052 0.0016270049786726295 0.0041473226725798895 0.0022965419387332977 0.01162641054774838
leaf_count=286 45 97 155 183 214 16 140 16 37 19 4 54 380 165 88 304 7 39 131 10 22 57 56 97 41 67 54 100 39 198
internal_value=0 -6.87893e-05 1.61401e-05 9.45166e-05 -0.000270786 0.000569731 0.00154394 0.000378781 0.000204067 0.000394441 0.000582003 -0.000176699 -7.82589e-05 5.69306e-05 -0.000106837 -2.58424e-06 -0.00131917 0.000248815 0.000971377 0.000388521 0.00020301 -0.000336917 0.000243181 -0.000773575 0.00184188 0.00127521 0.00203187 0.000457531 -0.000432177 0.000819185
internal_weight=0 0.0692759 0.0663234 0.0642723 0.0363385 0.0279338 0.00762342 0.0043515 0.0203104 0.0192428 0.0182041 0.0352893 0.0340929 0.0321441 0.0300349 0.028963 0.00464373 0.0243193 0.00212581 0.0170545 0.0159766 0.0106258 0.00827502 0.00505812 0.0032169 0.00535082 0.00395243 0.0222965 0.00644386 0.0158526
internal_count=3121 3076 2979 2693 1874 819 339 199 480 443 424 1660 1505 1125 960 872 442 430 138 420 410 267 210 153 57 143 121 376 139 237
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=124 1456 151 123 42 2 1365 4 403 13 13 47 10 0 49 0 16 15 52 2 4 0 3 15 0 0 16 0 3 41
split_gain=0.00066075 0.000945382 0.000910855 0.00100667 0.000888851 0.000944161 0.00083344 0.000879544 0.000939533 0.000786028 0.00113712 0.000785776 0.000865375 0.000732777 0.00117867 0.000987182 0.00126908 0.000892526 0.00136473 0.000882063 0.00161707 0.000779748 0.00103509 0.00069324 0.000689267 0.00124945 0.000993764 0.000704826 0.000657753 0.000635042
threshold=-0.043384999999999993 1.0000000180025095e-35 -0.08483499999999998 0.090910000000000019 -0.025789999999999997 0.10644500000000001 1.0000000180025095e-35 0.27287000000000006 -0.092474999999999988 -0.53104499999999988 -0.50061499999999992 0.10954500000000002 0.039530000000000003 -0.0058249999999999994 0.0034800000000000005 -0.10607499999999999 -0.36241499999999999 -0.11713499999999999 -0.0064899999999999992 0.11018500000000002 -0.49405499999999997 -0.14794999999999997 0.090900000000000009 0.091650000000000023 -0.074479999999999977 -0.053834999999999994 -0.056919999999999991 -0.061629999999999997 0.12178000000000001 0.083035000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 -2 -10 -11 12 28 15 19 16 -12 -18 21 20 -15 22 -19 24 26 27 -17 -26 29 -9
right_child=1 -3 3 -5 5 -7 -8 11 9 10 13 -13 -14 14 -16 23 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0034592352920716938 -0.003590807393345156 -0.0035908608992789985 -0.0028994985160305463 0.0032510723440746236 0.0027440707516228923 -0.0017521994796059139 -0.0032931811543934993 0.0033361961260774857 -0.0030701354092949559 0.0035915349949246899 -0.0024147787931639167 -0.0015338905067840813 -0.00048676169357616199 -0.0035913792696942266 0.0033397705837514935 -0.00038477398221607403 -0.0019716262491432791 -0.0023296519955860965 0.0021666184210343831 0.0017540389096718761 0.00048603870498193291 0.0017199862273459651 0.00044633171689181756 -0.0031578857266741514 -0.00020288308436711098 -0.0015212901753876523 -0.0033143142716875701 0.0028384379462914537 -0.00032503383078527203 0.00025780193810955601
leaf_weight=0.0015576139802959688 0.0010448542987280254 0.0010060744245992117 0.001365298649382396 0.0011519927983130174 0.0013378535893409085 0.0010948929384255734 0.0010238280539454072 0.0038476920897778655 0.0011592143941925306 0.0010645617662703435 0.0022282936673505551 0.0014095803111331415 0.0023629220321481625 0.0017218046708791243 0.0017579525788420378 0.0032603868022622554 0.0017340912058614296 0.0028730464881405729 0.0055414491321243943 0.0029538644238300549 0.0046156349510511124 0.0023614062409649259 0.004359504697802663 0.0018321952194675353 0.001955757802896585 0.0040257933380729652 0.0027538241919415887 0.0019740267625252272 0.001192403471177883 0.0011141342054088454
leaf_count=56 328 268 41 55 70 37 47 119 9 9 61 21 33 82 22 557 40 40 68 46 37 47 34 303 109 98 381 29 49 25
internal_value=0 -0.000138956 0.0010645 0.000310952 -0.000580822 0.000720459 -8.12369e-05 -2.56361e-05 -0.000222282 -0.00014922 -7.7199e-05 0.000949355 0.00136033 -0.000162197 0.00064367 -0.000417335 0.000131982 0.000468384 0.00074794 0.000133557 -0.000621746 -7.14853e-05 -0.000656395 -0.00108122 -0.000808859 -0.000115395 -0.00172617 0.00132485 0.00206952 0.00264497
internal_weight=0 0.0611743 0.00650765 0.00495004 0.00379805 0.00243275 0.0601682 0.0591444 0.0492177 0.0481728 0.0470136 0.00992673 0.00851715 0.045949 0.0110493 0.0348998 0.0190978 0.0168695 0.0151354 0.0092913 0.00633744 0.00959396 0.00723255 0.015802 0.0139698 0.00795558 0.00601421 0.00392978 0.00615423 0.00496183
internal_count=3121 2862 259 203 148 107 2594 2547 2300 1972 1963 247 226 1954 187 1767 290 229 189 165 119 121 74 1477 1174 236 938 138 193 144
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=52 1 14 47 48 42 52 52 2 42 51 51 1 38 48 47 43 50 160 403 43 4 160 4 3 133 52 16 3 133
split_gain=0.000601573 0.00091272 0.00136169 0.0011749 0.00109818 0.000911293 0.000892389 0.00139318 0.00167121 0.00105983 0.00105787 0.000919231 0.00089125 0.00109341 0.00099492 0.00115355 0.00133745 0.00112692 0.000969833 0.000879995 0.000783856 0.00128392 0.00111528 0.00101688 0.00129735 0.001002 0.000754158 0.000632335 0.00128301 0.000609942
threshold=-0.40306999999999998 0.13686500000000004 0.076175000000000007 0.11893500000000001 -0.064549999999999982 0.10077000000000001 -0.081429999999999989 -0.088204999999999992 0.10276500000000001 -0.11051499999999999 -0.076794999999999988 -0.094454999999999983 0.094385000000000011 0.084835000000000008 0.12649500000000002 0.093140000000000014 -0.073959999999999984 0.096640000000000018 0.099315000000000014 -1.0000000180025095e-35 -0.52440999999999993 -0.51843499999999987 -0.030779999999999998 -0.080924999999999983 0.076840000000000006 0.082925000000000013 0.12603000000000003 -0.061854999999999993 0.11296500000000002 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=5 2 3 4 -2 -1 7 8 11 -8 -11 -6 18 14 15 17 -17 26 19 -12 -21 -22 -23 29 25 -25 -14 -3 -29 -24
right_child=1 27 -4 -5 6 -7 9 -9 -10 10 12 -13 13 -15 -16 16 -18 -19 -20 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0028110574578754316 0.0019569319541409775 0.0031377553004975052 -0.0030936106470289518 -0.002280805603653032 0.0011112246789506293 0.0010041914435554755 -0.0034229629694140094 0.0029257279810453768 0.0024230794230440593 -0.0027001867662547366 -0.0030279169334117674 -0.0023966955950115434 0.0031682506764824886 -0.0025512424262183172 -0.0016149696972642571 0.0022196175517877098 -0.0019347506714060434 -0.0005906780479805544 -0.0035912059943581849 0.0025334775964056173 -0.0035913876864927213 -0.0035909150515467843 0.0020473956918087119 -0.0035514208111090922 0.0010337637615164864 0.00074494855218239318 0.00027457406113316882 0.0031793918968291124 -0.0022518347059918746 -0.00038185884483629066
leaf_weight=0.0022841575854162235 0.0040501491892115373 0.001996976933320127 0.0018440581422467508 0.002670338254930015 0.0014197283901857816 0.0012482399858768645 0.0013009461815425274 0.0031870619920084664 0.0024635941293951191 0.0019507892617696134 0.0014030878248894032 0.0029943399125258452 0.0058194160251847649 0.0012822770419234067 0.0017834392901932014 0.0016382002766022197 0.0025609774662314075 0.0017884853469070094 0.0012332079578705182 0.0013713859880226621 0.0013887560006651161 0.0010138648239710344 0.0045056941523284808 0.0023065627594825097 0.0029254913912950542 0.0010047029063553481 0.0014506545304868723 0.0010805225971282076 0.0011657443555463942 0.0018921569383678616
leaf_count=299 134 112 87 67 67 25 105 82 64 167 548 128 174 13 13 19 45 54 62 9 23 263 109 243 18 64 52 23 27 25
internal_value=0 6.08676e-05 -5.82269e-05 4.27999e-05 0.00016046 -0.00146287 1.10096e-05 0.000963273 5.38846e-05 -0.000237158 -0.000126101 -0.00126842 1.5876e-05 0.000631545 0.000902881 0.00124158 -0.000314032 0.0019627 -0.000511815 -0.000298611 -6.52305e-05 -0.000302231 3.24464e-05 0.000323203 -0.000708518 -0.00224782 0.00259085 0.00166768 0.00036075 0.00132895
internal_weight=0 0.0614926 0.0572494 0.0554053 0.052735 0.0035324 0.0486848 0.0100647 0.00687766 0.0386201 0.0373191 0.00441407 0.0353684 0.0163234 0.0150412 0.0132577 0.00419918 0.00905856 0.0190449 0.0178117 0.0164086 0.0150372 0.0136485 0.0126346 0.00623676 0.00331127 0.00727007 0.00424324 0.00224627 0.00639785
internal_count=3121 2797 2635 2548 2481 324 2347 341 259 2006 1901 195 1734 370 357 344 64 280 1364 1302 754 745 722 459 325 307 226 162 50 134
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=4 151 11 403 3 1213 160 150 49 31 133 16 0 0 4 3 0 124 15 157 15 51 2 13 13 47 13 50 2 47
split_gain=0.0028953 0.00392351 0.00321355 0.0029011 0.0030376 0.00284139 0.00285804 0.00282316 0.00253416 0.00234728 0.0021211 0.00230903 0.00277726 0.00289753 0.00374859 0.00281099 0.00299181 0.00338872 0.00277628 0.00277468 0.00271557 0.00239209 0.00204434 0.00199639 0.00308149 0.00354488 0.00197969 0.00188692 0.00181691 0.00265814
threshold=0.27287000000000006 -0.27559499999999998 0.080455000000000013 -0.092474999999999988 -0.12018999999999998 -1.0000000180025095e-35 -0.40698999999999991 0.10194500000000001 0.0034800000000000005 -1.0000000180025095e-35 -0.25159999999999993 -0.36241499999999999 -0.10607499999999999 -0.17169499999999996 0.0061450000000000003 0.20828500000000003 -0.08824499999999999 -0.043384999999999993 -0.11713499999999999 -1.0000000180025095e-35 0.091650000000000023 0.086685000000000012 0.11018500000000002 -0.53104499999999988 -0.084034999999999985 0.13082500000000002 0.073000000000000023 0.11875500000000001 0.113445 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -7 -4 22 -8 -11 -12 13 14 21 16 -14 -18 -15 -19 23 -13 26 -21 -25 -26 -5 28 -3 -30
right_child=1 27 7 4 5 6 9 -9 -10 10 11 12 15 18 -16 -17 17 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0011718461331210336 -0.001125532942194784 0.00027996950063530998 -0.0011720123116669072 0.00038816134870438735 -0.0011719429327724067 -0.0010281550652518141 0.001172520908730418 0.00094927232130972701 0.0010388000652219586 -0.0011720344067881559 -0.00060970786765969021 -0.00011229949061290806 -0.00098002075852835456 -0.00040242065135606079 0.00044151671008595209 0.0011719201047067477 0.0007861716426415036 -0.0011211143971550132 0.00075725980955343821 -0.0011723790664426978 -0.0011721965788398169 -0.0011722088927233157 0.00079688566310489922 0.00057937042382018268 -0.00065727786489355386 0.00043936685818677599 -0.00063076163288805693 -0.00050999933648345288 0.001154315655644459 -0.0007835835585290298
leaf_weight=0.0031492793285678991 0.002451284231938188 0.016158384100364742 0.0060563305704590667 0.004902908973463127 0.0033485440846732209 0.0041722632256266925 0.0021490163483690585 0.0010041893458492268 0.0057684371395794179 0.0023217244701498876 0.0089128962549693824 0.0085527049341180827 0.0063775113546142769 0.0034203269901809099 0.011612680397774966 0.0020391351345097055 0.0050045496084294419 0.0043425715778013787 0.016540562177169697 0.0019060848862863999 0.0030668188147018318 0.004441613104972931 0.0043785478264908315 0.010151965158740943 0.010524231931697187 0.0065752792293380926 0.0056175530493760562 0.0027095194964203975 0.0083084838382774251 0.0011004898206010702
leaf_count=350 15 145 133 42 404 183 44 6 25 134 74 35 244 22 28 28 43 267 106 4 122 23 13 62 320 16 41 15 169 8
internal_value=0 0.000296513 -9.91208e-05 -6.00261e-05 -3.43044e-05 -0.000108358 -7.65907e-05 -0.000870311 0.0003794 -3.98092e-05 -6.44363e-05 -3.95831e-05 1.41571e-05 0.00022683 -4.22551e-05 -0.000175455 -0.000232755 -0.000118117 0.000558547 -0.000241878 -0.000123391 -0.000474589 0.000124101 -1.30769e-05 6.80097e-05 -0.000235585 -0.000155907 0.000419788 0.000518323 0.000927656
internal_weight=0 0.0307282 0.146338 0.139277 0.136128 0.11546 0.112112 0.00706052 0.0206674 0.10794 0.105791 0.103469 0.094556 0.0445679 0.024607 0.0499881 0.047949 0.0415715 0.0199609 0.036567 0.0322244 0.0129943 0.014899 0.0291576 0.0272515 0.0170995 0.0105205 0.0282769 0.0255674 0.00940897
internal_count=3121 352 2769 2630 2280 2159 1755 139 121 1572 1528 1394 1320 214 86 1106 1078 834 128 791 524 58 96 402 398 336 83 337 322 177
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=31 4 151 403 50 1348 11 1456 16 41 3 0 0 52 2 15 3 13 2 2 12 13 0 0 2 47 13 16 1453 4
split_gain=0.0028275 0.00300159 0.00306295 0.00276671 0.00242302 0.00234637 0.00417159 0.00256133 0.00223627 0.00233711 0.00238483 0.00277066 0.0030343 0.00308079 0.00235029 0.00233661 0.0035276 0.00209531 0.00260142 0.00196051 0.00190434 0.00253647 0.00391901 0.00292709 0.00190219 0.00241642 0.00168635 0.00142677 0.00140459 0.0013267
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.27559499999999998 -0.092474999999999988 0.11875500000000001 0.084895000000000012 0.080320000000000016 -1.0000000180025095e-35 -0.40995499999999996 0.078475000000000017 -0.12018999999999998 -0.10607499999999999 -0.075359999999999996 0.083680000000000018 0.10222000000000002 -0.11713499999999999 0.013900000000000001 0.073000000000000023 0.10855000000000002 0.084055000000000005 -1.0000000180025095e-35 -0.091904999999999987 -0.053834999999999994 -0.059114999999999994 0.113445 0.11893500000000001 -0.14179999999999995 0.15273500000000004 -0.085754999999999984 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 3 -3 -2 24 6 7 28 26 10 17 15 13 14 -13 -12 -17 -10 -19 -15 27 -22 23 -23 -4 -26 -9 -14 -5 -18
right_child=1 2 4 5 -6 -7 -8 8 9 -11 11 12 20 19 -16 16 29 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012439875953924638 -0.0012435666108800633 -0.0011506296959982892 0.00028367654265234619 0.00039493964559082865 -0.00067766065761624744 0.0009114675960660173 -0.0012437227947052452 0.00039861133458739831 0.0010674021751408216 -0.001218765231853757 -0.00061639391279493818 -0.0012436692388651807 0.00081790534411785634 0.00070544605665131188 0.00075595139922895245 0.00098093348697943531 -0.00022250972208828892 -0.00037547618821412752 0.00086914437153610036 -0.00092280648838387162 0.00034639224607369869 -0.0006814957072112846 -0.0010492088077165185 0.00099863831074329854 0.001229391025479953 -0.00073434896806473266 -0.00093743178290914676 -8.3877582417515092e-05 -0.0012437206061399566 0.00034653942352812786
leaf_weight=0.002688740355324625 0.0033107874537670048 0.0020508982761384678 0.015701831275833911 0.001001428692262607 0.0027764357400883446 0.0035022937937583256 0.0049122743754992362 0.0018656098870906135 0.0058886418016754752 0.0023359718934443654 0.0047065506997085995 0.009824079494123332 0.0058680967774762394 0.0031977333570409874 0.0010014649531342465 0.0091209291898621744 0.011932233092238675 0.0062263011894287956 0.0044538453093991848 0.0017796557425597825 0.0078737333512890473 0.0029880315712560454 0.0090296032956658362 0.0034594199087223387 0.0081225231701296252 0.0011000638423865903 0.0067299715605031452 0.0050448206998225942 0.0042037895110524906 0.01350360813739826
leaf_count=86 357 15 100 37 14 46 133 7 27 48 42 605 52 94 24 61 74 38 10 328 29 176 153 14 164 9 91 16 239 32
internal_value=0 -4.15781e-05 0.000315641 -0.000121032 0.000424199 -9.25429e-05 -0.000120242 -7.50187e-05 -3.69947e-05 1.14855e-05 3.8623e-05 -4.17399e-05 -0.000235667 -0.00068641 -0.00105869 0.000205546 0.000317493 0.000471897 0.000143557 0.000123268 -2.77775e-05 -0.000228179 -0.000520484 0.000219991 0.00054694 0.000995157 -0.000647453 0.000401029 -0.00092846 7.95922e-05
internal_weight=0 0.163513 0.0297518 0.133761 0.0277009 0.13045 0.126948 0.122036 0.11683 0.108235 0.105899 0.08933 0.0500666 0.0158029 0.0108255 0.0392633 0.0345568 0.0165688 0.0106801 0.00497739 0.0342637 0.0233508 0.0154771 0.00644745 0.0249244 0.00922259 0.00859558 0.0109129 0.00520522 0.0254358
internal_count=3121 3035 302 2733 287 2376 2330 2197 1921 1823 1775 1700 1491 1051 629 209 167 75 48 422 440 372 343 190 273 173 98 68 276 106
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=484 150 4 11 151 403 3 1213 160 151 40 48 133 38 156 1 13 3 49 49 457 12 49 2 13 0 0 42 12 139
split_gain=0.00258315 0.0041417 0.0025965 0.00355815 0.00328735 0.00251665 0.00253835 0.00251103 0.00244825 0.00295682 0.00354396 0.00248063 0.00244269 0.0027851 0.00241988 0.00266885 0.00316144 0.00293797 0.00262214 0.00263583 0.00244015 0.00213885 0.00207222 0.00229031 0.00295994 0.00207027 0.0037135 0.00238052 0.00250041 0.00201667
threshold=-0.0068949999999999992 0.094605000000000009 0.27287000000000006 0.080455000000000013 -0.27559499999999998 -0.092474999999999988 -0.12018999999999998 -1.0000000180025095e-35 -0.091944999999999985 -0.14575499999999997 0.064905000000000018 -0.09386499999999999 -0.088669999999999985 1.0000000180025095e-35 0.091255000000000017 0.099660000000000012 -0.074044999999999986 0.096675000000000011 0.006170000000000001 -0.10774499999999999 -0.0029299999999999994 0.12069000000000002 0.0034800000000000005 0.11018500000000002 0.073000000000000023 -0.10607499999999999 -0.084044999999999995 -0.088934999999999986 0.098330000000000015 -0.073429999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -2 22 -8 9 -9 -11 -10 -13 14 15 18 -17 21 19 -14 -21 -18 23 24 -7 -22 -27 -28 -29 -6
right_child=2 -3 4 -5 29 6 7 8 11 10 -12 12 13 -15 -16 16 17 -19 -20 20 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0010060256643517982 -0.0013460523031482736 0.00085554358833700201 -0.0012300695054015514 -0.0011956339486032127 -0.00089443012300955847 0.0006826967082032223 -0.001346111206842002 0.0011824898749889636 -0.0012535936343595075 -0.0013111307936333697 0.0013464631032748342 -0.00084265659839931817 -0.0011137879085181867 -0.0011215707270622404 -0.00072890513165927817 0.0013115400092088825 0.001052907354246139 -0.00027950410771622252 -0.0010441168056013021 -0.00082077141026287172 0.00068576126612858413 -0.00035042658751461138 0.0012026711892184608 0.00096031644378611724 -0.00073275132437322166 -0.00095645501384568105 -0.00102363824638936 0.00085781410043081691 -0.00035462416434826498 0.00062204639779320377
leaf_weight=0.0098759796414036316 0.0024810654459059825 0.002772988780009201 0.0020809587476833249 0.0047019015443083836 0.0016959429667622308 0.0046422893069575366 0.0026906369932291332 0.0013347561007321937 0.0026184911263271706 0.0072205297806249291 0.0010399170059827156 0.0049632309523559561 0.0028718003402445893 0.0031104871880529563 0.0050279078339485741 0.0075336924670068575 0.0089627690529141546 0.0090850348269100323 0.0036989906157032229 0.0037344588989753893 0.016197777848901744 0.0025208544232100403 0.0050328193119639755 0.0050746640918077892 0.0063199900503150275 0.0050917183062324433 0.0020253517214712238 0.011316171336488892 0.0042343966352405013 0.025100339261385329
leaf_count=484 320 19 15 127 5 28 387 7 23 264 4 201 27 27 109 74 90 23 134 58 45 14 19 13 29 113 23 101 24 314
internal_value=0 -0.00059792 3.35603e-05 -4.55806e-05 0.000399517 -3.60712e-06 2.2754e-05 -6.25905e-05 -2.8927e-05 -0.000676225 -0.000976563 3.78624e-05 7.52807e-05 0.000128622 0.000175872 0.000234743 0.000565612 0.000292401 4.56419e-05 0.000134291 0.000218428 0.000744851 0.000449194 0.000212732 -0.00013334 0.000318281 5.56884e-05 0.000348905 0.000527669 0.000526068
internal_weight=0 0.012649 0.162409 0.133532 0.0288772 0.12883 0.126349 0.105279 0.102588 0.0095952 0.00826045 0.0929931 0.0903746 0.0854114 0.0823009 0.077273 0.0281024 0.0205687 0.0491707 0.0454717 0.0425999 0.0114836 0.0210698 0.0160369 0.0109623 0.0388654 0.0226676 0.0175759 0.0155506 0.0267963
internal_count=3121 503 2618 2284 334 2157 1837 1748 1361 275 268 1086 1063 862 835 726 201 127 525 391 364 104 89 70 57 306 261 148 125 319
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=31 421 14 3 39 52 376 3 0 157 4 160 42 0 43 160 13 11 4 41 15 16 47 13 0 2 133 49 15 131
split_gain=0.00261464 0.00248782 0.00346744 0.00295923 0.00251954 0.0027251 0.00252834 0.00304385 0.00400228 0.00380468 0.0036577 0.00331031 0.00301036 0.00263424 0.00322916 0.00276868 0.00347731 0.00216523 0.00333478 0.00353639 0.00268208 0.00257333 0.00211439 0.00255251 0.00205774 0.00203476 0.00238618 0.00307136 0.00285286 0.0017784
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 0.15619500000000003 -0.24456499999999998 0.048375000000000008 -0.12018999999999998 -0.10607499999999999 -0.067349999999999979 0.27287000000000006 -1.0000000180025095e-35 -0.088934999999999986 -0.08824499999999999 -0.078844999999999985 -1.0000000180025095e-35 -0.084034999999999985 0.080455000000000013 0.24564500000000003 0.08178500000000001 -0.03241999999999999 -0.0083599999999999976 0.14029000000000003 -0.47860499999999995 -0.17169499999999996 0.11263500000000001 -1.0000000180025095e-35 -0.069799999999999987 -0.095869999999999983 0.10340500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 7 17 9 -9 13 -11 -8 -10 15 -15 -17 20 -19 -20 -7 -22 23 -16 -5 26 -13 -28 -29 -3
right_child=1 2 -4 24 -6 6 12 8 10 11 -12 25 -14 14 22 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012439688816507459 0.0012440392345294737 -0.00088179858207238816 -0.0010252638703988788 -0.00045118969805266293 0.0012441268674740504 0.0011704875796013448 -0.00070005591455717543 0.00092175589656728083 -0.0012437120029686647 -0.00084693310789457101 0.0010672705999360949 -0.00063684716687639731 0.00095250176028879668 -0.0009865172945853738 -8.1854376941536231e-06 0.0010474349250617957 -0.00034057416668913272 -0.001243772371373033 0.00088421877587396586 -0.00065373164528634005 -0.00041157277454084441 0.00059881225171959428 0.0009397816284679438 -0.0011189800353919443 0.0012436560505273031 -0.00055117143374616197 -0.000245370266459392 0.00012954459915095202 0.0011319843180038172 0.00037196804615772302
leaf_weight=0.0024498295943544681 0.0022663586519229275 0.0097756562050363982 0.0056468597164780468 0.0014701068445788223 0.0022330900353040297 0.0060434685127290768 0.0022082154446252389 0.0065020987722164128 0.0072762988484455981 0.0075546737229927876 0.0022371345058047601 0.0046270402372670097 0.0074692179319981733 0.0032445724228296067 0.0041789020906435282 0.0053105487272375749 0.0058813075114017002 0.0033533983091729178 0.0052058485744055361 0.0041580866318327026 0.0064299874608195742 0.0098950244439492963 0.001071893167363668 0.013634140821348961 0.0044916774855892063 0.007042866572987804 0.0093628811855523963 0.0086803920324882676 0.0088798703463908203 0.0021304563161947962
leaf_count=86 20 326 98 16 23 44 13 24 402 69 54 47 87 196 8 27 187 29 27 21 26 40 8 969 100 43 39 35 37 20
internal_value=0 -4.99376e-05 -6.76044e-05 -3.38794e-05 -6.70738e-05 -8.63177e-05 -3.78322e-05 -8.32842e-05 -0.000198368 3.12537e-05 -0.000480604 -9.42159e-05 0.000575418 -0.0005659 -0.000417888 2.48404e-05 0.000318038 0.000229911 -0.000179757 0.000201287 0.000462824 0.000200848 -0.000756327 -0.00085839 0.000825727 5.31302e-05 0.000188027 0.000329791 0.000636458 -0.000657452
internal_weight=0 0.168262 0.165996 0.160349 0.154387 0.152154 0.140248 0.13057 0.0954846 0.0526498 0.0428348 0.0461477 0.00967743 0.0405977 0.0333214 0.0144364 0.0111919 0.0350858 0.0127173 0.00936394 0.0223685 0.016325 0.0188849 0.017813 0.00596178 0.0385931 0.0315502 0.0269231 0.0175603 0.0119061
internal_count=3121 3035 3015 2917 2801 2778 2432 2332 2145 294 1851 270 100 1797 1395 410 214 187 77 48 110 66 985 977 116 201 158 111 72 346
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=52 52 133 4 124 131 132 129 123 8 1 38 484 160 15 160 457 16 1 131 50 42 2 151 16 41 2 12 15 0
split_gain=0.000621199 0.00102263 0.000988289 0.000928447 0.000710575 0.000958224 0.000783623 0.00125608 0.00107688 0.000905533 0.000854351 0.000776339 0.000840018 0.00113199 0.000786066 0.00158733 0.00105981 0.00178337 0.00127172 0.00122201 0.000968072 0.000947397 0.000830006 0.000955844 0.00090394 0.000799189 0.000998089 0.000992345 0.000963865 0.00101434
threshold=-0.24456499999999998 -0.15026499999999995 -0.25159999999999993 0.09173000000000002 0.10281000000000001 0.092225000000000015 0.079970000000000013 0.085550000000000015 0.091310000000000016 0.08573500000000002 1.0000000180025095e-35 0.084835000000000008 -0.0068949999999999992 0.31396500000000005 -0.074054999999999996 0.0030550000000000004 0.045365000000000009 -0.094359999999999986 0.13686500000000004 0.088160000000000002 0.089390000000000011 -1.0000000180025095e-35 0.092235000000000025 -0.055494999999999996 -0.095094999999999985 0.07831500000000001 0.086950000000000013 0.098810000000000023 -0.0088349999999999974 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 5 6 7 8 9 11 -8 12 13 -4 16 20 18 -18 19 22 21 -16 -14 -24 -25 26 -23 28 -28 -30
right_child=1 2 4 -5 -6 -7 10 -9 -10 -11 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0024890507058173508 0.0023406156608688526 -0.003185046225646426 -0.0034123172111239072 0.00048367682323299419 0.0025754232809730654 -0.0020692206064159306 -0.00066970782629250487 -0.0034233255314779216 0.0033903960630579759 0.0031138253848900315 0.0028002200149395253 -0.0024480529263068975 -0.0017117014869917878 0.0011862866617742068 -0.0030306784007999494 -0.0025189527178328917 -0.0011466232089074905 0.0032868420366275442 0.0035210656347664806 0.0032086383211931647 -0.0032588633303354108 0.0019211927653647806 -0.0024047170041426283 0.0026267935873826608 -0.00072848615089920489 -0.0024549820469478693 -0.0013496825279396638 -0.0023571294731349595 0.0018766852403782955 -0.00099115401744246409
leaf_weight=0.0029601793386291311 0.0023758533269209172 0.0011939745119775571 0.0019217908276072384 0.0023241181624200635 0.0013490179627453349 0.0026674904960763959 0.0013376680345054117 0.0013134917898049983 0.0011777457537149863 0.0011176929597525023 0.0025660876599715721 0.001671604809381221 0.0047737510545236006 0.0010129851348938956 0.0010324111122859128 0.0034057708566876945 0.0015929365389411032 0.003822011028418614 0.0012247114387307087 0.0011325126740899813 0.0010249030796600769 0.005141410701508419 0.0012273317367430545 0.0022501705079207577 0.0017837637954727353 0.0011146966606361266 0.0026451183896369903 0.0017797771208591948 0.0057123615856120588 0.0020865928013549251
leaf_count=336 102 162 299 28 28 278 68 132 52 31 83 34 148 43 172 61 20 68 37 24 151 218 29 63 60 34 106 57 187 10
internal_value=0 7.61823e-05 -1.48803e-05 -0.0011816 5.05087e-05 -9.73798e-06 9.22431e-05 -2.6432e-05 6.52762e-05 -1.72136e-05 0.00161121 -9.27054e-05 -4.59504e-06 -0.00182504 0.00012337 -0.000293191 0.000683467 0.00198263 0.00011578 -0.000257668 7.59152e-05 0.000251077 -0.000648861 0.000315495 0.00114312 0.000434417 0.000619891 7.25577e-05 0.000486601 0.0011094
internal_weight=0 0.0614556 0.0590798 0.0052843 0.0578858 0.0565368 0.0538693 0.0499655 0.0486521 0.0474743 0.00390376 0.0463566 0.044685 0.00293478 0.0417502 0.023943 0.0178072 0.00541495 0.0123922 0.0111675 0.0205373 0.0195124 0.010035 0.00526127 0.00403393 0.01848 0.0173653 0.0122238 0.0104441 0.00779895
internal_count=3121 2757 2655 364 2493 2465 2187 2036 1904 1852 151 1821 1787 342 1445 996 449 88 361 324 935 784 300 152 123 612 578 360 303 197
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=160 1456 15 1374 150 11 456 159 447 48 1374 401 3 16 3 403 13 160 13 1132 1 52 47 1 16 4 0 15 12 12
split_gain=0.00059226 0.000643678 0.00081894 0.000791321 0.000771193 0.00112128 0.000955055 0.000952897 0.000906195 0.00101586 0.000957187 0.000889837 0.00084308 0.000902223 0.000968278 0.000714662 0.000642028 0.000656214 0.000820728 0.0006942 0.000824048 0.00155708 0.00114751 0.000837112 0.000916043 0.00126231 0.000818963 0.000940802 0.000756172 0.000631101
threshold=-0.40698999999999991 1.0000000180025095e-35 -0.24436499999999997 0.093235000000000012 0.080470000000000014 0.074925000000000005 0.087015000000000023 0.10395500000000001 0.089395000000000016 0.082620000000000013 -0.094929999999999987 1.0000000180025095e-35 0.090900000000000009 -0.094359999999999986 -0.0037349999999999996 -0.082179999999999989 -0.53104499999999988 0.043720000000000009 -0.090639999999999984 -1.0000000180025095e-35 0.12811000000000003 -0.12005499999999998 0.11708 0.095025000000000012 0.0013750000000000001 -0.49405499999999997 0.13134000000000004 -0.008624999999999999 0.084225000000000008 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 11 9 -6 -11 15 13 -12 -15 -4 -17 19 -19 -18 21 -21 23 24 26 -26 27 -23 -29 -2
right_child=1 -3 3 -5 8 -7 -8 -9 -10 10 12 -13 -14 14 -16 16 17 18 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0020537164514873585 0.0022220257978232609 -0.0028965362125706537 -0.0020123760922112904 -0.0031687022524678307 -0.0020950959439562174 -0.002666388751524158 -0.0030210373688203942 -0.0031431688917415014 0.0034407246354057771 -0.00099281430316136652 0.0029579816938059143 -0.0032027199243468462 0.0033400302957755364 0.00097266056396264912 -0.0035241602799372142 -0.0021436342246466292 -0.002076424747409193 0.0018631771924825843 -0.0021201259978207176 -0.0037358503603852227 0.0024913733418627931 -0.0021067780652493655 -0.002442737991758862 0.0023821013602888753 -0.00041152938559439549 0.0028528145793182682 -0.0028537281606542306 0.0020495077491993058 -0.00092891129905975725 -0.00041028374780208046
leaf_weight=0.0019432418405926901 0.0041054191344400684 0.0010239631647293015 0.0018377366722059909 0.0011140558930549096 0.0018627882964210593 0.0025010396739020271 0.0014851526593773192 0.0012709902187548741 0.0015892537988122521 0.0026725059497607635 0.0015712533549958625 0.0010718186289704326 0.002569603667524234 0.0019903995292409622 0.001005976658106528 0.0013460079921969693 0.0012120338569729929 0.0010007160684679661 0.0025905571299560384 0.0011223963064459488 0.0035417546950355918 0.0017428030190309593 0.0014418338755035611 0.0047297083835289291 0.002696761246056667 0.004271994112523104 0.0013959113421151415 0.0035585195900011994 0.0017869269166439494 0.0018410728365836349
leaf_count=240 209 247 402 34 114 154 72 109 58 21 15 223 31 93 18 13 10 22 146 157 43 140 23 86 18 54 5 36 301 27
internal_value=0 4.07386e-05 9.01036e-05 -5.23321e-05 1.21201e-05 -0.00024333 -8.42861e-05 3.48211e-05 0.000794253 0.000433927 0.000914168 0.000149092 0.00162823 0.000665224 -0.000537062 0.000253905 0.000382299 0.00049165 -0.00101017 0.00068777 0.000815213 0.00055423 0.000776903 0.00100691 0.000586004 0.00158958 -0.000238319 0.000276742 0.00105385 0.00140705
internal_weight=0 0.061951 0.060927 0.0549805 0.0538664 0.0406047 0.0381036 0.0366185 0.0132618 0.0116725 0.00980974 0.0353475 0.00713723 0.00456763 0.00299638 0.0342757 0.0324379 0.0310919 0.00359127 0.0275006 0.0262886 0.0227469 0.0216245 0.0201826 0.0154529 0.00696876 0.00848416 0.00708825 0.00534545 0.00594649
internal_count=3121 2881 2634 2398 2364 2014 1860 1788 350 292 178 1679 157 126 111 1456 1054 1041 168 873 863 820 663 640 554 72 482 477 337 236
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=124 3 3 1213 48 132 49 151 123 124 4 42 42 47 52 1 51 1429 1 2 13 2 51 13 16 1 42 2 41 43
split_gain=0.00061989 0.000780224 0.000852307 0.000825072 0.00082487 0.00103448 0.00089175 0.000754432 0.000837695 0.000665088 0.000853466 0.000779655 0.000667474 0.000821707 0.00147949 0.00119501 0.000711399 0.000955483 0.000898232 0.0013727 0.00149919 0.00129313 0.000971572 0.000741835 0.000649167 0.000852851 0.000643769 0.000662305 0.000632097 0.000866108
threshold=-0.043384999999999993 0.31299000000000005 -0.12018999999999998 -1.0000000180025095e-35 -0.064549999999999982 0.081240000000000021 0.082865000000000008 -0.08483499999999998 0.088610000000000008 0.10281000000000001 -0.49405499999999997 -0.11051499999999999 -0.091214999999999977 0.092530000000000015 -0.092399999999999982 0.13146500000000003 -0.076794999999999988 0.079510000000000011 0.094465000000000007 0.10222000000000002 -0.23438999999999996 0.092755000000000018 0.12229000000000002 -0.084154999999999994 -0.091354999999999978 0.10937500000000001 -0.025789999999999997 0.10222000000000002 0.075585000000000013 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=7 2 4 -4 -2 6 28 -1 26 10 -5 -12 -13 14 -14 -15 17 -16 19 20 -18 23 24 -22 25 -20 -9 -28 29 -6
right_child=1 -3 3 9 5 -7 -8 8 -10 -11 11 12 13 15 16 -17 18 -19 22 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032378606774907141 0.0026700074642663175 0.0024209710939815943 -0.0033837158027720375 -0.0033840857265811488 0.00071458638256154377 0.0020519843359852416 0.002214723432453311 -0.0025441969840597897 0.0027926288887296833 0.0015986528941607727 -0.0031581140829138087 0.0022827134981451935 -0.0022857821263176422 -0.0024337660676946619 -0.0030331128767287908 0.00061649731343961706 0.0032319169174579664 0.0011365208482436286 -0.0014805506109123615 -0.0033841094042788406 -0.0020386042216458304 -0.0033841796553638597 -0.00065931950200235582 0.00075602542472417544 0.0028841144924137605 0.0021123434199974856 0.002452505374295547 -0.0013783882291732682 -0.0022171351254099995 -0.0018139911223166042
leaf_weight=0.0013609789450867993 0.0017582632184485201 0.0013405122566627617 0.0010710896040908571 0.0011181521264163044 0.0045098494065598516 0.002751418407768825 0.0014223035390870118 0.0011665310113784244 0.0011834143420905718 0.0018635829589186406 0.0011207305102054468 0.0011166762174248382 0.0031417482024842505 0.0044972637930804629 0.0016596010568701294 0.0021847033430049123 0.0015807151280569096 0.0010133350729049084 0.0012060975515169048 0.0013863504730338158 0.0013438149833255881 0.0013570963560969318 0.0023745585465348995 0.005699568627744787 0.0034393526411662378 0.0020283549649349197 0.0010679081429714179 0.0010008778742047753 0.0022614576172657053 0.0023635936763071186
leaf_count=56 28 99 458 69 142 64 31 40 75 38 94 80 261 199 95 24 10 76 30 107 150 138 18 425 104 51 54 34 54 17
internal_value=0 -0.000129066 -0.000192054 -0.000454925 0.000491915 0.000204158 -0.000277423 0.00103518 0.000356755 -0.000372658 -0.000473951 -0.000381377 -0.000289927 -0.000377213 -0.000107379 -0.00143647 0.000189041 -0.00145237 0.000403941 -0.000229246 0.000208952 -0.000359878 0.00119942 0.000222835 0.00186076 0.000772586 -0.000534239 0.000599121 -0.00066545 -0.000154924
internal_weight=0 0.0556102 0.0542697 0.0392028 0.0150669 0.0133086 0.0105572 0.00577971 0.00441873 0.0381317 0.0362681 0.03515 0.0340292 0.0329126 0.0262306 0.00668197 0.0230888 0.00267294 0.0204159 0.0113675 0.0099812 0.00840048 0.00904836 0.00704338 0.00667381 0.00323445 0.00323532 0.00206879 0.0091349 0.00687344
internal_count=3121 2862 2763 2427 336 308 244 259 203 1969 1931 1862 1768 1688 1465 223 1204 171 1033 830 723 713 203 575 185 81 128 88 213 159
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=14 157 1429 1213 0 15 1 48 0 14 457 47 13 0 2 3 2 12 132 52 52 0 52 4 1 13 47 15 42 4
split_gain=0.000572356 0.000756514 0.000973107 0.000804683 0.000819041 0.00129846 0.00116655 0.00135682 0.00141783 0.000999953 0.00114733 0.000887074 0.000843535 0.000861586 0.00081565 0.00085324 0.000803125 0.000747888 0.000717874 0.000715169 0.00148809 0.00177108 0.000698253 0.000804046 0.00069448 0.000675291 0.000667879 0.00115928 0.000666029 0.000570569
threshold=0.076175000000000007 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.062294999999999996 -0.03241999999999999 0.077565000000000009 0.12879500000000002 -0.10607499999999999 -0.10708499999999999 -0.0029299999999999994 0.12119500000000001 -0.084034999999999985 -0.084044999999999995 0.098035000000000011 -0.0063699999999999989 0.10045500000000002 0.083370000000000014 0.081465000000000024 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.096795000000000006 -0.35136499999999998 0.090965000000000004 -1.0000000180025095e-35 0.092710000000000015 -0.022504999999999997 -0.09693499999999998 -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=1 17 -3 -4 6 28 12 8 9 -8 16 14 13 -5 15 -12 -11 29 19 20 21 22 23 25 -17 -7 27 -10 -6 -1
right_child=-2 2 3 4 5 18 7 -9 26 10 11 -13 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011836896029940967 -0.0018489910575618645 -0.0036635919894278612 -0.0029503024086578954 -0.002134447951583583 -0.00038475135390782608 0.0003900607818137669 -0.0024270846318889946 -0.0024387315172343248 0.00098825718191891676 -0.0036628497558560008 0.0027725703920155205 -0.0015198724342452869 -0.003662635763474953 0.002064342841181485 0.0031985179091276687 0.0015751488065507539 0.00070709524863950615 -0.00077366183071042669 0.0024401728451438382 -0.002617715126349022 0.0036622588813571321 -0.002647084272319532 0.0034742193902305239 0.0013733147498948832 -0.0012056572278048184 -0.003663050821913226 -0.0035866487628492113 -0.0028719272742718251 0.0029207207643403301 0.0028832201148414724
leaf_weight=0.0011584826839907691 0.0022099771075261279 0.0010049431173229087 0.001228628467389469 0.0018303967892059347 0.0010285195489529997 0.0011726662467594923 0.0011539894502163852 0.0027205081212287032 0.0025555092445514998 0.0010361787835790883 0.0027497688529933839 0.0011540814330146523 0.0021655819624459803 0.0010212908648270505 0.0039445460993832171 0.0024646867518640682 0.0012382686177261348 0.0017153319271763223 0.001524801650845121 0.0014737289175954524 0.0013749738872377302 0.0031743615139276926 0.0010235138381631259 0.0031046445245586102 0.0023563522787029001 0.0010407443057118826 0.0012950855815176965 0.0017638267971857866 0.0039881518123685558 0.0031846565635236237
leaf_count=46 101 87 463 204 21 20 28 45 120 18 21 14 649 29 141 18 24 292 21 27 5 24 7 54 33 55 94 226 174 60
internal_value=0 5.0866e-05 -9.56001e-05 -2.3287e-05 5.10822e-05 0.000645977 -0.000330823 -5.09299e-07 0.000304995 0.000857706 0.00111136 0.00154134 -0.00193937 -0.000630711 0.00184813 0.00114456 -0.00128374 0.00127389 6.91434e-05 -0.000223251 0.000100762 -0.000413845 0.000704034 0.000170883 0.00021599 -0.00151571 -0.00127976 -0.000588072 0.00224303 0.00208258
internal_weight=0 0.0566482 0.0505897 0.0495848 0.0483562 0.0189061 0.0294501 0.0244328 0.0217123 0.0160979 0.0149439 0.0126694 0.00501727 0.00285169 0.0115154 0.00757081 0.00227445 0.00605847 0.0138894 0.0123646 0.0108909 0.00951593 0.00634157 0.00531806 0.00482104 0.00221341 0.00561442 0.00431934 0.00501667 0.00434314
internal_count=3121 3020 2622 2535 2072 408 1664 782 737 297 269 227 882 233 213 72 42 398 213 192 165 160 136 129 51 75 440 346 195 106
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=124 3 3 0 49 132 49 2 0 151 123 0 0 52 47 3 2 150 1 0 4 124 4 16 16 15 42 16 15 15
split_gain=0.000570423 0.000664639 0.000738629 0.000701442 0.00115404 0.00108977 0.000836163 0.000680531 0.000889993 0.000632302 0.000705198 0.000614428 0.00082474 0.00085592 0.000808416 0.00095317 0.00116899 0.00115195 0.00114891 0.000968444 0.00088524 0.000806223 0.000766356 0.000651709 0.000897726 0.000967524 0.000532704 0.000524459 0.000667239 0.000418004
threshold=-0.043384999999999993 0.30112000000000005 -0.12018999999999998 -0.062294999999999996 -0.016249999999999997 0.081465000000000024 0.0034800000000000005 0.11018500000000002 0.15398500000000004 -0.08483499999999998 0.088610000000000008 -0.053834999999999994 -0.061629999999999997 -0.092399999999999982 0.092710000000000015 0.090900000000000009 0.11215000000000001 0.087380000000000013 0.095285000000000022 -0.14116499999999996 -0.082109999999999975 0.14970500000000003 0.0061450000000000003 -0.073404999999999984 -0.29154999999999992 -0.11713499999999999 -0.025789999999999997 0.38525000000000004 0.050935000000000008 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 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 -5 -1 26 12 13 -4 15 17 22 18 19 -15 -21 27 -17 24 -16 -26 -11 28 -13 -20
right_child=1 -3 11 5 -6 -7 -8 -9 -10 10 -12 21 -14 14 23 16 -18 -19 29 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.003274142682854008 0.0023845327666854954 0.0020312843822646379 -0.0023530570045876007 0.00024565303070833537 -0.0018132962436038227 0.0034126881961477258 0.003116477813766505 0.0017534059654877702 -0.0029469199540676301 -0.0024672715377686821 0.002789532789976137 -0.00035074201928071523 0.0022562439511026938 0.00078816725421341539 -0.0027576345982650305 0.00042075765568410229 -0.00058763301242463484 -0.0026337369206338875 0.0033166163690675678 0.00043396418661939415 -0.003451362126761808 0.0010459542158709595 0.0032119531074655907 -0.0034514816725694998 -0.0018926640787854619 0.002478307180698715 0.0006184026196453835 -0.0034399204928160934 -0.0032691644505441803 0.00057282280527899134
leaf_weight=0.0011946417412644905 0.0010509179262498947 0.0016411052543645601 0.0023602996739207063 0.0035487146065094066 0.003026230702715794 0.0017829256853474371 0.0011789520569891465 0.0018610035624249122 0.0014712001614611836 0.0010293732460695537 0.0010844822681423949 0.0031050551038855926 0.0015055733530573425 0.0025364847105322453 0.0015116145700631023 0.0019341759606845699 0.003130718481202166 0.0023738060936349123 0.0013462777986816832 0.0010738308251347873 0.0019981805829099083 0.0013864843958799611 0.0029718299601881881 0.0013328096268203629 0.0010494088136265844 0.0014185185212411966 0.0018897855132138366 0.0017917212814744232 0.0013339660689624111 0.0012998591171111684
leaf_count=56 22 111 294 80 132 29 15 49 9 40 75 97 44 40 26 27 35 140 28 370 896 13 36 104 24 23 88 85 57 76
internal_value=0 -0.000129424 -0.000201233 0.000472457 -0.000731272 0.000971074 0.000430964 -2.91621e-05 -0.000690003 0.00107065 0.00041315 -0.000465688 -0.000228075 -0.000370088 -0.000174888 0.000163187 0.00106007 -0.000514993 9.42997e-05 -0.000790099 -0.00209323 -0.00133424 0.00211153 -0.00136273 -0.000663175 0.000619689 -0.000469688 -0.00186389 -0.00122775 0.00196879
internal_weight=0 0.0510217 0.0493806 0.0139199 0.00407715 0.0098428 0.00805987 0.00688092 0.00501991 0.00519828 0.00400364 0.0354606 0.0278434 0.0263378 0.0239775 0.0186652 0.00803672 0.0106284 0.00825463 0.0056085 0.00307201 0.00761723 0.00490601 0.00531235 0.00397954 0.00246793 0.00291916 0.00623074 0.00443902 0.00264614
internal_count=3121 2862 2751 336 154 182 153 138 89 259 203 2415 2163 2119 1825 1648 98 1550 1410 1306 1266 252 63 177 73 47 128 239 154 104
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=160 52 1 14 157 151 159 0 48 1 2 133 16 1 457 14 159 15 0 47 47 43 151 0 51 12 12 3 2 1
split_gain=0.000543698 0.000526358 0.00080324 0.00120352 0.000925723 0.0010455 0.000946437 0.000850857 0.00112576 0.000980077 0.00101654 0.000974301 0.000823308 0.000782928 0.000780148 0.000825725 0.000773696 0.000676402 0.000644642 0.000636472 0.000636121 0.000626064 0.000571699 0.00065203 0.000496679 0.000478513 0.00044582 0.000616322 0.000403482 0.000263971
threshold=-0.40698999999999991 -0.24456499999999998 0.13686500000000004 0.076175000000000007 -0.073574999999999988 0.086470000000000005 0.11084000000000001 -0.062294999999999996 0.12879500000000002 0.077565000000000009 0.090425000000000019 0.083950000000000011 -0.15012499999999998 0.077845000000000011 -0.033289999999999993 -0.10708499999999999 0.076905000000000015 -0.03241999999999999 -0.23051499999999997 0.11635500000000001 0.087885000000000019 -0.15582499999999996 -0.039414999999999999 -0.22491999999999998 0.13831000000000002 0.092255000000000018 0.085885000000000017 -0.10831999999999999 -1.0000000180025095e-35 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=-1 19 3 4 13 6 7 8 9 11 12 -6 20 -3 -12 -16 17 25 -14 -2 -11 -19 23 -17 -4 -9 -23 -28 -20 -15
right_child=1 2 24 -5 5 -7 -8 16 -10 10 14 -13 18 29 15 22 -18 21 28 -21 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0019199082404312367 -0.0023220878977465347 -0.0010954489974014838 0.0029418154379792011 -0.0028813701963974394 -0.0030173146113416818 0.0026177777472768042 -0.0031568368565742027 0.0033520870259893618 -0.0029991993632908511 0.0020195656595199266 -0.0012914177318572159 0.00023674899044443001 0.00062565424812181737 0.0015128879462008307 -0.00074636013480978698 -0.0010222660873942338 0.0030869688629518379 0.001469509918426879 -0.00076375982098577278 0.00028819239318594289 -0.00064819632937719574 -0.0013904878758772827 0.0031549254204030876 0.0025666762832992217 0.00011263799289409883 0.00024220890526954896 0.0023785640862414885 -0.0008369289146404334 -0.0031203579130759055 0.0033131862215130645
leaf_weight=0.0016663276390298512 0.0022690055940266509 0.001050396127476815 0.0018290436860564077 0.0015666973724108848 0.0025294541475941934 0.0016208856010653241 0.0011672816262890953 0.0012962848733621976 0.0018181642841721404 0.0017378061860462424 0.0013862507155408821 0.0018050916598761901 0.0011358537134356084 0.002482822870994994 0.0014606436075155216 0.0010861886150905775 0.0013359181532877082 0.0022536320117296799 0.0012817182265720817 0.0020227826825198747 0.0024886209703822715 0.0036214725606527106 0.0028364534108931139 0.0012424103085351135 0.001161515960802717 0.0010060383515462235 0.0011042223037520688 0.0017865077408174539 0.002369233007456728 0.0014931657908618945
leaf_count=240 327 139 137 69 615 57 97 54 33 35 21 354 15 81 26 23 46 24 51 37 23 33 51 59 20 25 9 52 328 40
internal_value=0 4.33919e-05 0.000144992 3.20568e-05 0.000137237 -4.16236e-05 -0.000158921 -6.05729e-05 -0.000443335 -0.000225777 0.000139926 -0.00166218 -0.000639574 0.00150261 0.00101684 0.00149979 0.000654646 0.000361066 -0.00160047 -0.00109182 0.000448724 -6.76029e-05 0.00213498 0.000892593 0.00184298 0.00199317 -0.000599541 0.000391349 -0.00229304 0.00218898
internal_weight=0 0.0522456 0.0479538 0.0449632 0.0433965 0.0383701 0.0367492 0.035582 0.0231779 0.0213597 0.0170252 0.00433455 0.00901323 0.00502638 0.00801195 0.0066257 0.0124041 0.0110682 0.0047868 0.00429179 0.00422643 0.00876583 0.00516505 0.0023286 0.00299056 0.00230232 0.0065122 0.00289073 0.00365095 0.00397599
internal_count=3121 2881 2517 2360 2291 2031 1974 1877 1634 1601 632 969 452 260 180 159 243 197 394 364 58 118 133 82 157 79 94 61 379 121
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=4 151 1456 11 10 3 403 124 39 16 16 160 148 48 13 13 1 43 0 13 13 1 133 49 2 13 159 4 157 42
split_gain=0.00438729 0.00366786 0.00402581 0.00318609 0.0036578 0.00306595 0.00332747 0.00362503 0.00323162 0.00410301 0.00311592 0.00304857 0.00507071 0.00269182 0.00272658 0.00395631 0.0031792 0.00381294 0.00328715 0.004011 0.0029553 0.0028772 0.00281423 0.00265596 0.00233292 0.00262736 0.00223005 0.00209078 0.0023289 0.00188502
threshold=0.27287000000000006 -0.27559499999999998 0.091180000000000011 0.080455000000000013 0.094860000000000014 -0.12018999999999998 -0.082384999999999986 -0.043384999999999993 0.16946000000000003 0.51524500000000006 -0.43320999999999993 -0.091944999999999985 0.087555000000000008 -0.09386499999999999 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.084004999999999982 -0.084044999999999995 -0.084034999999999985 -0.083364999999999981 0.080000000000000016 -1.0000000180025095e-35 0.0034800000000000005 0.11018500000000002 0.021350000000000004 0.091070000000000012 -0.031404999999999995 -0.079969999999999986 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 -3 5 -5 23 -7 10 9 11 -8 12 -9 -13 -15 -16 17 18 -17 -20 22 -22 -18 24 25 -1 -19 -23 -29 -21
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 13 -14 14 15 16 20 26 19 29 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00047647259191649138 -0.0011971953349856753 0.00064251308266808542 -0.0010725023323832198 -0.0012686548622402982 0.0012693635430557333 -0.0012684772828763439 -0.0010193744873822075 -0.0012005165987025194 0.0012690777930554099 -0.00126895731073845 0.00072171356615033074 -0.0012690327534518858 0.0012489838242390721 -0.0011510238833986899 0.00088020504449846959 -0.0012684785973859723 -0.00056760540965043098 -0.0012687671245421354 0.0011917851304919555 -0.0012687256422292221 0.0011834232576580161 -0.00074737970651959928 0.0010083480162750742 0.0011345177860309756 0.0008247626529751383 -0.00068818915582361288 0.00072436798752056571 0.00087060872663008047 -0.00013448485045227908 0.00026990687710416793
leaf_weight=0.0055769156975884471 0.0021603415534627848 0.028848129248856935 0.0023836876680434207 0.0064609509287265601 0.001063852512743324 0.0040755760367972007 0.0019036732082895478 0.0086117455496719231 0.0024171160710011455 0.0056208746262598188 0.012580499267698997 0.0029871432457184701 0.0016142900822160309 0.0034508270327933124 0.0074826367686000586 0.002653926763159121 0.0023195594164917574 0.0090424597977971644 0.0045527940409613166 0.0023840641045467237 0.0027901613552785412 0.0076449342502655773 0.0085099905460310765 0.0054383083646030164 0.0053533548634732133 0.0070605013659132965 0.0010031934762508863 0.0041998753516736534 0.031692450227069457 0.0027679323229676811
leaf_count=37 15 326 11 137 2 493 14 306 15 74 137 20 4 7 18 139 49 586 17 70 8 187 83 25 13 56 52 34 171 15
internal_value=0 0.000401065 0.000511619 -0.000104024 -0.000909831 -6.45828e-05 -0.000140531 -0.000104113 -0.000181494 -0.000213564 0.00049288 -0.000156363 -0.000813837 -8.44413e-05 -4.53391e-05 -1.50466e-06 -8.44283e-05 -0.000489379 -1.76504e-05 0.000324408 7.43042e-05 -6.51328e-05 0.000670798 0.00035782 0.000123037 -0.000174222 -0.00106973 -0.000145149 -1.68756e-05 -0.000442089
internal_weight=0 0.0333922 0.0312318 0.16126 0.0075248 0.153735 0.130306 0.12623 0.111746 0.109329 0.0144842 0.103708 0.010226 0.0934819 0.0904948 0.087044 0.0795613 0.0224044 0.0123587 0.00970479 0.057157 0.0463274 0.0108295 0.0234291 0.0179908 0.0126374 0.0100457 0.0435373 0.0358923 0.005152
internal_count=3121 352 337 2769 139 2630 2499 2006 1855 1840 151 1766 310 1456 1436 1429 1411 879 241 102 532 400 132 131 106 93 638 392 205 85
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=31 4 151 160 148 133 1348 11 403 43 43 48 2 43 457 457 3 13 16 2 1 2 0 2 50 139 1 1 2 0
split_gain=0.00262121 0.00227137 0.00255989 0.0022244 0.0024939 0.00253325 0.00212563 0.00336417 0.00216451 0.00198679 0.00291652 0.00229138 0.00212895 0.0024638 0.00210574 0.00258357 0.00199378 0.00227855 0.00216029 0.00216943 0.00291417 0.00225531 0.0023146 0.00208505 0.00185759 0.00209043 0.00211155 0.00222789 0.0018431 0.001718
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 -0.091944999999999985 0.087555000000000008 -0.030254999999999994 0.084895000000000012 1.0000000180025095e-35 -0.092474999999999988 -0.074359999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 -0.086909999999999987 -0.23144499999999998 -0.0029299999999999994 -0.52915999999999996 0.0076650000000000008 0.22339500000000004 0.11263500000000001 0.13501500000000002 0.090425000000000019 -0.11991499999999998 0.11293500000000002 0.11875500000000001 -0.073429999999999981 0.11230000000000001 0.10708500000000001 0.083215000000000011 -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 3 -3 4 5 -2 7 8 -5 11 -11 -10 13 -13 -12 -16 -17 18 19 21 -21 22 28 -20 25 -4 27 -27 -18 -24
right_child=1 2 24 6 -6 -7 -8 -9 9 10 14 12 -14 -15 15 16 17 -19 23 20 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012688915334473421 0.00054238509111356216 -0.0011971576995124223 -0.00090744072447582333 -0.0012684107960323813 0.0012537474889219051 -0.0011291888512740098 0.0010655172903372297 -0.001118468974619676 -0.0012392068118876694 -0.00095112436980075742 0.0012691395397694391 -0.00025097916917540255 0.00075618491165059998 0.00063429258080523675 -0.0011416479761996736 0.0012690550756397777 0.00081736327828971645 -0.00092462519430709341 -0.0012686697886342448 -0.00085240128163907168 0.00083292134951052494 0.0006490595300208317 -0.001268562753827171 0.0003351276531633517 -0.0005480483694940123 0.00080573939590720392 0.001080353968737158 -0.00031283895645272601 -0.00029578805920283898 0.0006249833780378138
leaf_weight=0.0024850307045483069 0.0017597378518132709 0.0017461495745010316 0.0015401605196529991 0.0022599877722768716 0.0010014784306804367 0.0085170500353015655 0.002612951184460143 0.0048997704971327485 0.0016252319879299639 0.0065266554748575336 0.0018683697062442653 0.013804262399204957 0.011080187050794166 0.0079809215128321415 0.0035773511513070835 0.0018425940652377825 0.0049752431434626418 0.0045928525928076161 0.0037352717999681309 0.0065167395858907184 0.0022102017593965684 0.014427805677797778 0.0033524232968318224 0.0020033395119867237 0.0029854663953301488 0.0058960921710422554 0.0091085885649988541 0.0055702361141811707 0.004609615261927047 0.0010008836017050497
leaf_count=86 46 15 5 326 4 352 43 161 40 466 6 199 179 277 30 4 16 58 59 64 23 113 191 17 15 50 195 34 29 18
internal_value=0 -4.49292e-05 0.000287724 -0.000121403 -0.000656777 -0.000842958 -6.41709e-05 -9.28601e-05 -4.15768e-05 -1.26137e-05 -0.000149738 0.000230855 0.000303551 7.33369e-05 -5.41406e-05 -0.000100927 -2.53583e-05 -7.56505e-05 1.53856e-05 0.000127422 -0.000425573 0.000297553 -6.63008e-05 -0.000708787 0.000391021 0.000517793 0.00062448 0.000262344 0.000282019 -0.000833211
internal_weight=0 0.143628 0.0268467 0.116781 0.0112783 0.0102768 0.105503 0.10289 0.0979899 0.0957299 0.0612393 0.0344906 0.0328654 0.0217852 0.0547127 0.0528443 0.049267 0.0474244 0.0428315 0.0370929 0.00872694 0.028366 0.0139382 0.00573861 0.0251005 0.0221151 0.0205749 0.0114663 0.00958486 0.00435331
internal_count=3121 3035 314 2721 402 398 2319 2276 2115 1789 1094 695 655 476 628 622 592 588 530 454 87 367 254 76 299 284 279 84 45 209
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=4 11 12 3 16 124 0 49 2 15 3 3 13 1 43 13 2 4 151 14 12 1 47 2 42 157 49 1 12 16
split_gain=0.000536535 0.00086693 0.000769059 0.00076163 0.000797603 0.000803159 0.000854186 0.00078791 0.000797968 0.000751373 0.00135093 0.000756784 0.00074776 0.000772476 0.00117555 0.000876161 0.000734408 0.000673316 0.000764095 0.000701293 0.000675496 0.000667684 0.000656915 0.000768877 0.000576337 0.000539858 0.000910432 0.000456703 0.000364792 0.000298942
threshold=0.27287000000000006 0.080455000000000013 -0.040564999999999997 -0.12018999999999998 -0.36241499999999999 -0.043384999999999993 -0.10607499999999999 0.0034800000000000005 0.11018500000000002 -0.11713499999999999 1.0000000180025095e-35 0.090900000000000009 -0.083364999999999981 0.10089500000000001 -0.084004999999999982 -0.47860499999999995 0.094835000000000017 0.40945500000000007 -0.072119999999999976 -0.46885499999999997 0.12477500000000001 0.080000000000000016 0.13082500000000002 -1.0000000180025095e-35 0.091295000000000015 -0.081749999999999975 -0.043469999999999995 0.090740000000000015 0.085885000000000017 -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 3 -2 7 29 16 9 8 21 -7 -11 -12 13 14 -8 -16 -6 -4 -19 -20 -21 28 23 -14 -25 -13 27 -27 -1 -5
right_child=2 -3 17 4 5 6 12 -9 -10 10 11 25 22 -15 15 -17 -18 18 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0028724332567153193 0.0032563915131178967 -0.0024483048581644537 0.0021253653608368046 -0.00097552614789374109 -0.0004340165432039295 -0.0018543497446228013 0.0020179922264904233 0.003061966223292468 0.0023698370595429943 0.0031044111172412038 -0.0012208259195918801 0.0025793467083906532 0.00023128473450652383 0.002862912319027943 4.9384836713810115e-05 -0.0034515774036570899 0.0027421452605883249 -0.0023749200868101931 -0.0014789802232435178 0.0024133580634346794 -0.00088506164815686632 0.0017007516297799213 -3.8453766167704041e-05 -0.0034514760498690691 -0.0011096566997867761 -0.00027309100127873519 -0.0017945256239100514 0.0025205164064778292 -0.00030177335224772884 -0.0031417697618704265
leaf_weight=0.001217991072564927 0.0012436147334788936 0.0019140271407138689 0.0019421497301266299 0.0016637195995556908 0.0014822593375782836 0.0016426490149203951 0.0015691907478192491 0.0016377716509694551 0.0015978632820861094 0.0021576960577931433 0.003416512589666354 0.0015336364531322042 0.0014269931048147529 0.0010039196433808684 0.0018182714338763617 0.0016012354832737321 0.0020893784103961366 0.0014734102491615894 0.0015285849485735534 0.0022717320586238526 0.0010964573790914756 0.0011134092335680634 0.0027901130172480748 0.0035019386551304937 0.0019480365286170809 0.0011703623672474368 0.0016948840663673055 0.0017234079922019419 0.0014288152443242552 0.0013949938879633797
leaf_count=29 155 139 50 46 82 44 137 25 13 31 40 11 26 36 11 436 70 37 18 78 14 34 32 945 413 14 25 37 30 63
internal_value=0 -0.000176083 0.000725157 -7.40521e-05 -0.000278474 -0.000120233 -0.00031043 0.000967049 0.000326709 0.000331347 0.000638305 8.04674e-05 -0.000857105 0.00010075 -0.000455104 -0.00158999 0.00142401 0.000346457 -0.000195898 0.000459756 0.00133961 -0.000541497 -0.00145088 -0.00202392 -0.00261442 0.000806647 0.000214169 0.00139066 -0.00148472 -0.00196349
internal_weight=0 0.0445391 0.00955595 0.042625 0.0356292 0.0325705 0.0289988 0.00699585 0.00535808 0.0133391 0.0116965 0.0095388 0.0156597 0.00599262 0.0049887 0.00341951 0.00357164 0.00831233 0.00637018 0.00489677 0.00336819 0.00376022 0.00966708 0.00687697 0.00544998 0.00612229 0.00458865 0.00289377 0.00264681 0.00305871
internal_count=3121 2769 352 2630 2499 2390 2238 131 106 202 158 127 2036 620 584 447 152 197 147 110 92 93 1416 1384 1358 87 76 51 59 109
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=4 31 151 39 52 1348 11 2 52 4 48 52 52 52 146 50 1444 2 0 16 4 4 4 0 52 131 47 1 48 43
split_gain=0.00402114 0.00380293 0.00374321 0.00371824 0.00297479 0.00320374 0.00297784 0.00296142 0.00328268 0.00288301 0.00385633 0.00356976 0.00342384 0.00304139 0.00264376 0.00274494 0.00229354 0.00234721 0.00258735 0.0028297 0.00298184 0.0023456 0.00261816 0.00234321 0.00217723 0.00199672 0.00196988 0.00257564 0.00243035 0.0018955
threshold=0.27834500000000006 -1.0000000180025095e-35 -0.27559499999999998 0.16946000000000003 -0.24164999999999998 0.084895000000000012 0.080320000000000016 0.092120000000000021 0.19022000000000003 0.033845000000000007 0.093015000000000014 -0.078224999999999975 0.096795000000000006 0.11434500000000002 0.12035500000000002 0.14582500000000004 -0.084274999999999989 -0.13033999999999998 -0.10607499999999999 -0.29154999999999992 0.0061450000000000003 -0.083854999999999985 -0.084134999999999988 -0.15350499999999997 -0.092399999999999982 0.10340500000000001 0.12794000000000003 0.11323000000000001 -0.064549999999999982 -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=1 -1 -2 4 25 6 7 16 9 10 11 24 -13 -14 15 26 -6 -18 19 -19 23 22 -20 -21 29 -3 27 28 -4 -9
right_child=2 3 14 -5 5 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 17 18 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012687637130731914 -0.0012339623065107514 -0.0010848945168178308 0.0012685263920114178 0.0012690561311845226 0.0010007240791467279 0.00093226422032918592 -0.0012686702460681361 0.00090973354559447924 -0.00097399493389205294 -0.0005689916596591998 0.0008423813217869479 -0.00079949692409859226 0.0004967880672340848 -0.0011507038089429071 -0.001178278867073767 -0.0012687191178144402 0.0012234820574819271 -0.0012687974758175589 -0.0006138343814513326 -0.00095635368286264171 0.00030709067617023069 -0.0011011093088156849 0.0012419423696431737 0.0002411509073683355 0.0012170520696779736 0.00020812775107907728 -0.00078945116864491383 0.001151510069987968 -3.1864882149114144e-05 -0.00062559141634724064
leaf_weight=0.0022937078069276131 0.0028155609907116732 0.014198936935841289 0.0029906853687862176 0.0021765537153441974 0.0015484700853107816 0.003120360814364175 0.0056507779249272963 0.0022265919338337881 0.0066378450111415068 0.012392281928121918 0.009420891813306298 0.012479596386299363 0.0089726413359016988 0.0022556431279667786 0.0018079954679706125 0.0014753834948351132 0.00116091290328768 0.0042962422706978023 0.0089974707830009493 0.0085175799408716557 0.011707896776215421 0.020449494608449484 0.0014152809338554501 0.0038017076579990256 0.0044955841623277593 0.0022217297860152021 0.001727624521663528 0.0087308999156618938 0.010186492381308199 0.0030867546165040949
leaf_count=48 15 346 37 14 23 30 63 18 157 175 82 122 56 42 2 7 20 35 319 45 40 1020 11 22 44 20 10 217 52 29
internal_value=0 -0.000352103 0.000157478 -0.000376687 -0.000400719 -0.000337674 -0.00036827 -0.000327193 -0.000131196 -3.00864e-05 0.000125447 -7.6068e-05 -0.000342311 0.000165824 0.000303014 0.000409666 -0.000523421 -0.00056253 -0.000597562 -0.000320749 -0.000151231 -0.000851603 -0.000361601 -0.000586806 0.000567434 -0.000909948 0.000514434 0.000617256 0.000263271 1.77964e-05
internal_weight=0 0.153525 0.0297346 0.151231 0.149055 0.132634 0.129514 0.123863 0.0619678 0.05533 0.0429377 0.0335168 0.0237079 0.0112283 0.0269191 0.0251111 0.0618951 0.0603466 0.0591857 0.0283234 0.0240272 0.0308622 0.0104128 0.0123193 0.00980893 0.0164207 0.0236357 0.0219081 0.0131772 0.00531335
internal_count=3121 2781 340 2733 2719 2353 2323 2260 725 568 393 311 220 98 325 323 1535 1512 1492 142 107 1350 330 67 91 366 316 306 89 47
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=160 484 160 403 3 11 43 4 132 13 13 156 4 15 1374 13 13 4 13 160 43 1 49 1 4 4 0 52 48 1
split_gain=0.00052579 0.000555797 0.000779007 0.000577576 0.000520206 0.000911339 0.000767882 0.000576544 0.000787745 0.000723185 0.000788214 0.000841799 0.000883736 0.000751049 0.000985641 0.000975795 0.000751034 0.000690749 0.000762264 0.000658368 0.000658793 0.000685214 0.000674882 0.000652723 0.00062162 0.000551914 0.00060284 0.000800164 0.000845008 0.000528543
threshold=-0.40698999999999991 -0.0068949999999999992 0.081905000000000019 0.090990000000000015 -0.20241999999999996 0.087830000000000005 0.084740000000000024 0.27044500000000005 0.094915000000000013 -0.53104499999999988 -0.084034999999999985 0.091255000000000017 0.098655000000000007 0.040760000000000005 -0.094929999999999987 -0.063184999999999977 0.11596500000000001 0.41555500000000006 -1.0000000180025095e-35 -0.079874999999999988 0.16180500000000003 0.098220000000000016 -0.088694999999999982 0.10984500000000001 -0.35136499999999998 -0.029144999999999997 -0.23091999999999999 -0.034054999999999995 0.086260000000000017 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 -3 8 9 -6 19 12 13 14 -12 -16 -15 -9 -19 -11 21 22 -21 -14 -17 -26 -27 28 -28 -29
right_child=1 3 -4 -5 5 -7 -8 17 -10 10 11 -13 23 16 15 24 -18 18 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.0022634273249983608 -0.0028859398336956239 0.0028387827538555802 0.0012096887181799645 -0.00272343531082107 -0.0029155406288766611 -0.0024689722130931744 -0.00072172757955739299 0.0035030570822536839 -0.0034527763113132745 -0.0017412728758518146 -0.0016116215991994717 -0.0032428519352190603 -0.0040440566138151305 -0.003154664961217182 -0.002238476357553019 -0.00056518815802307672 0.00096828256561057682 0.0034289765644640573 -0.0005613972975368691 -0.0016916705480695545 -0.001164717721984166 0.0040251631933717379 0.0019909734644312292 -0.00056478307498967681 0.0037554790443845632 0.0039075537672427687 0.0035065571723497534 -0.0031304116835532267 -0.00074682051492514683 0.00098124537088960326
leaf_weight=0.0016750568652810207 0.0022991571032000549 0.0027562013043436187 0.0011338312707387388 0.0011165669082373588 0.001228446333698229 0.0021699172702227534 0.0015459136911886162 0.0017724504333500582 0.001034437209526117 0.0010882278731259029 0.0023034011887830283 0.0013644398697572049 0.0012854888450846138 0.0017191234521209955 0.0011680777198783696 0.0017413925712546083 0.0012460298853511631 0.0010584162495987925 0.0030053381678030178 0.0010099501027980304 0.0012086366352264122 0.0020725485187256254 0.0041869033726200646 0.0028064404270367049 0.0023600094923601515 0.0013497245581675114 0.0022833485950926073 0.0010410295931908486 0.0011475548801485047 0.0010044266475119912
leaf_count=240 388 111 114 225 17 54 11 76 109 88 23 116 47 501 137 31 45 127 58 22 28 71 195 18 37 10 82 56 64 20
internal_value=0 3.86137e-05 -0.00153325 0.000150861 0.000219206 8.40428e-05 0.00155936 0.000220877 2.28367e-05 0.000129791 0.000245302 -0.000163129 3.27176e-05 0.000431096 0.000812722 0.0012744 -0.0014221 0.00139664 0.000477907 0.00121962 0.00159968 0.0020593 0.00127529 -0.0016578 0.0016499 0.00206981 0.00148702 0.000890448 0.0020839 -0.00111137
internal_weight=0 0.0515074 0.00343299 0.0480744 0.0469579 0.0426558 0.00430211 0.0404858 0.0346496 0.0336152 0.0323868 0.0228205 0.021456 0.0173641 0.014399 0.0120956 0.00296515 0.0058362 0.00406375 0.00956627 0.00847804 0.0072694 0.00519685 0.00409193 0.0109275 0.00918609 0.00682608 0.00547636 0.0034309 0.00204546
internal_count=3121 2881 502 2379 2154 2032 122 1978 1717 1608 1591 1187 1071 1006 460 437 546 261 185 404 316 288 217 65 300 269 232 222 146 76
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=39 31 421 14 3 42 376 3 0 48 14 43 13 1 14 42 15 1 132 13 3 2 11 43 41 12 15 51 0 2
split_gain=0.00465999 0.00430819 0.00421419 0.00493068 0.00401923 0.00368399 0.00417019 0.00373335 0.00475274 0.00402739 0.00351199 0.00395344 0.00385748 0.00353252 0.00344763 0.00307953 0.00295683 0.00357477 0.00279322 0.00265099 0.0025137 0.00404652 0.00225072 0.00212913 0.00460726 0.00206065 0.00398659 0.00268252 0.00223514 0.00175779
threshold=0.16946000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.26584999999999998 0.048375000000000008 -0.12018999999999998 -0.10607499999999999 -0.064549999999999982 -0.073394999999999974 -0.074359999999999996 -0.091904999999999987 0.13146500000000003 -0.24175999999999997 -0.088934999999999986 -0.016799999999999995 0.086105000000000015 0.081240000000000021 -0.47860499999999995 0.11924500000000002 0.090675000000000019 -0.072629999999999986 0.084740000000000024 0.07831500000000001 0.092355000000000007 0.083935000000000023 0.12547500000000003 -0.066689999999999985 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=1 -1 -3 4 5 -4 7 9 16 -7 -10 12 -12 25 -6 -8 17 -9 23 -13 21 -19 -21 24 29 26 27 28 -14 -11
right_child=-2 2 3 -5 14 6 15 8 10 18 11 19 13 -15 -16 -17 -18 20 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012690385962854892 0.0012696864804535365 0.0012697222409262226 -0.0012691369996756937 -0.0011235259634689923 -0.00060171649142861424 0.0011417296569977654 -0.00062449088584897328 -0.001103162006402144 0.0006469507844082303 0.00090813670220056401 0.0011221970008943542 -0.00013344952181269505 -0.0012654612498433945 0.0009718644798334125 0.0012686355284361151 0.00097596981554274155 0.0004331900330888186 -0.0003619329518544326 0.00073861795607224753 0.00068105742540321449 -0.00053767106116532333 0.00060316035499230676 -0.0012394784398792838 -0.00059124889768416642 -0.00084152288252510392 -0.0012686282510216518 0.00081514169269709773 0.00098996954338300574 3.5492690297833514e-05 3.3245202526530009e-05
leaf_weight=0.0037698869216740141 0.004236405836195444 0.0035519555351584122 0.004403844999728789 0.0076340713268336904 0.0021422806742066314 0.0059072948197353972 0.0024495813995599755 0.005977760511356677 0.0038269822913434828 0.0075036847657656836 0.0028754982738519166 0.005116423328217933 0.0079962264341162364 0.0025698222080166025 0.0060982005263667816 0.0091875839541444293 0.01681352038804107 0.013029829050083208 0.0070762732830189625 0.0010305098621756761 0.01200272523374224 0.015073516772304174 0.020676513580220046 0.011081151541020517 0.0059856902996671115 0.0055280874135803506 0.0035464584294402348 0.0013273010154932771 0.0028929655269394087 0.0072762685665850313
leaf_count=84 23 20 17 98 23 26 11 87 35 46 7 13 430 16 93 89 54 38 38 3 42 79 1199 30 24 243 105 23 26 99
internal_value=0 -7.42391e-05 -9.94856e-05 -0.000124169 -8.38874e-05 -0.000123293 -9.47443e-05 -0.000146464 -0.000262894 0.000165929 -0.000526833 -0.000610703 -0.000265559 -0.000432799 0.000782399 0.000639079 -2.20786e-05 -0.000188182 1.78332e-05 -0.000954726 -5.1805e-05 0.000155705 -0.0011483 -0.000142323 9.72364e-05 -0.000602341 -0.000368673 -0.000712336 -0.000919833 0.000477422
internal_weight=0 0.204352 0.200582 0.19703 0.189396 0.181156 0.176752 0.165115 0.120284 0.0448304 0.0573868 0.0535598 0.0267364 0.0238609 0.00824048 0.0116372 0.0628974 0.0460838 0.0389231 0.0268234 0.0401061 0.0281033 0.021707 0.0318468 0.0207656 0.021291 0.015763 0.0122165 0.0108892 0.01478
internal_count=3121 3098 3014 2994 2896 2780 2763 2663 2400 263 2100 2065 850 843 116 100 300 246 237 1215 159 117 1202 199 169 827 584 479 456 145
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=124 151 3 151 3 49 2 43 41 13 11 1 3 12 2 15 2 49 2 151 160 16 43 51 48 51 2 49 47 43
split_gain=0.000477301 0.000573105 0.000525085 0.000577117 0.000566485 0.000871501 0.000701345 0.000881484 0.000809829 0.000650785 0.000564259 0.000489008 0.000941458 0.000687277 0.000677706 0.00066373 0.000688565 0.000663441 0.000598482 0.000867534 0.000541136 0.000705767 0.000593634 0.00059156 0.000958175 0.000747268 0.000502676 0.000446744 0.000820969 0.000430891
threshold=-0.043384999999999993 -0.08483499999999998 0.31299000000000005 -0.24462999999999999 -0.12018999999999998 0.0034800000000000005 0.11362000000000001 0.093175000000000022 1.0000000180025095e-35 0.021350000000000004 0.080320000000000016 0.094465000000000007 0.090900000000000009 -0.064509999999999984 0.10584500000000001 -1.0000000180025095e-35 0.090545000000000014 -0.080859999999999987 0.097385000000000013 -0.024429999999999997 -1.0000000180025095e-35 0.033715000000000009 -0.074359999999999996 0.12547500000000003 0.12649500000000002 0.09364500000000002 0.113445 -0.066894999999999982 0.093140000000000014 -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=1 -1 3 -2 5 6 7 8 9 -5 -8 12 15 -13 18 17 29 -6 19 -14 26 23 -23 24 25 27 -15 -22 -29 -17
right_child=2 -3 -4 4 11 -7 10 -9 -10 -11 -12 13 14 20 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032775362764338421 -0.0027927040954476481 0.00037585174765610534 0.0022749875109908031 0.0027005064247217088 -0.00078754169769591276 0.0027970785024136143 0.0035073535956947357 -0.0034302104201701456 -0.0019926838107647725 1.910271693485067e-05 -4.2665844078889844e-05 0.0026294903903054242 0.0024702831002974624 -0.0027203724129499281 -0.00184897754057776 0.0016723769512103027 -0.0025044639001544984 -0.0035205245452872278 0.0030966733085787674 -0.0012550651306821674 -0.0011228872580203257 0.00018527619701981217 -0.0026672097138773611 0.0031014911309250027 -0.0027353234889324163 0.0034421230556712103 0.00013074920897414636 0.002788015123016338 -0.00038145316070749117 -0.00082072199816632971
leaf_weight=0.0010839489405398695 0.0010342101835760778 0.0038021537489214543 0.0010938925088925791 0.0015156441104409168 0.0017970276738630275 0.0017619819749938878 0.0012139617630424491 0.0010028143454121619 0.0017867568599854167 0.0043147571359369863 0.0010218597690965225 0.0011765331335524811 0.0012606566670001484 0.0017543722066051251 0.0013991227566521047 0.0015137897178725259 0.0016438025646907661 0.0028406206020616933 0.001190050519653596 0.0020092396862594333 0.0018370068198692024 0.0019211939140006962 0.0017077357937651536 0.0010967664937027175 0.001083434598626809 0.0011312185121639118 0.0013606038823255062 0.0017582812960910132 0.0023884179001925077 0.0019862957048388825
leaf_count=56 66 203 99 20 69 37 23 15 67 130 36 58 10 79 11 120 276 750 7 57 23 44 61 14 12 15 38 82 29 614
internal_value=0 0.00101957 -0.000135753 -0.000192454 -0.000133317 0.0005007 0.00012798 -0.000327713 8.07373e-05 0.000716148 0.00188485 -0.000376799 -0.00082736 3.25433e-05 0.000288562 -0.00149579 -0.000625094 -0.00246153 0.000959126 0.000181184 -0.000157954 0.000159487 -0.00115707 0.000673488 0.000348673 0.000818292 -0.00147502 0.000322257 0.000962463 0.000257545
internal_weight=0 0.0048861 0.047602 0.0465082 0.0454739 0.0126178 0.0108558 0.00861997 0.00761716 0.0058304 0.00223582 0.0328562 0.0156406 0.0172156 0.00585907 0.00978154 0.00514389 0.00463765 0.00445995 0.0032699 0.016039 0.0129241 0.00362893 0.00929513 0.00819836 0.00711492 0.00311498 0.00598371 0.0041467 0.00350009
internal_count=3121 259 2862 2763 2697 328 291 232 217 150 59 2369 1914 455 85 1829 1010 819 74 67 397 280 105 175 161 149 117 134 111 734
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=31 39 52 1 14 376 42 47 147 52 131 40 1 151 2 484 42 133 160 160 4 52 3 484 42 43 48 12 42 481
split_gain=0.00363342 0.0030025 0.00250856 0.00251804 0.00349859 0.00234144 0.00288392 0.00236619 0.00214848 0.00243823 0.00213241 0.00198146 0.00204239 0.00229619 0.00220603 0.00291177 0.00205779 0.00209066 0.00198002 0.00193175 0.00301319 0.0023771 0.00191374 0.001688 0.00159416 0.00169293 0.00184211 0.00144079 0.00137885 0.00132871
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.13686500000000004 0.076175000000000007 0.048375000000000008 -0.088934999999999986 0.12431000000000002 0.089025000000000007 0.13796000000000003 0.10340500000000001 -0.089249999999999982 0.10374500000000002 -0.0033899999999999994 0.073895000000000002 0.087020000000000014 -1.0000000180025095e-35 0.10622000000000002 -0.091944999999999985 0.086870000000000017 0.0061450000000000003 0.11434500000000002 0.12178000000000001 -0.0068949999999999992 0.084050000000000014 -0.11720999999999999 0.084485000000000018 0.092755000000000018 0.075730000000000006 -0.052634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 9 11 -2 -4 14 -14 15 -13 -16 18 -18 21 -21 23 27 -20 -25 -26 -27 -15 -10 -11
right_child=1 -3 3 -5 -6 6 -8 -9 28 29 -12 12 13 22 16 -17 17 -19 19 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0011725400280740862 -0.00086696833120323159 0.0011724036755977401 -0.0010364301890076674 0.0006663873734755356 -0.0010925393074416518 -0.00079022442950757899 0.00094940741550269463 -0.00090077382502373401 0.00097430780925223846 0.00063288008136060277 0.00047946407899471981 -0.0011460103435735453 -0.00044809585320377523 0.0010286686034401778 -0.00080035278504477295 0.0010165092489350111 -0.0011719132390540904 -0.0011723372405325785 -0.00087859995658084078 -0.00080866885604213151 0.00047902231024485347 -0.0011722692331675914 -0.000137244642691904 0.00059240396466847956 0.00051746401230188188 -0.0010716105979771276 0.00049310185977953828 0.00030550180833066837 -0.00012381607157885388 -0.0007548221241735852
leaf_weight=0.0034227417701941923 0.0087329479743658567 0.0027072317283796101 0.0025354293038617462 0.0067951238080468093 0.0043980474703744213 0.0016529544782315497 0.0062754030560085994 0.0045423842236687042 0.0045259802290047437 0.0010530967428152857 0.0019813205630043748 0.0050126450661025493 0.0046783395940792607 0.007737429322673961 0.0043336281594221751 0.0010306044185313112 0.0016316754916942946 0.0018621466190253946 0.0014552273984449462 0.0062654916620132894 0.0041457266838733631 0.0014687547814844484 0.0054017663046010958 0.020649549673805723 0.0043628967196127633 0.0028672049967326529 0.0016147488724129744 0.0073999797983788085 0.002403580062320998 0.0094294020336604945
leaf_count=86 341 21 25 122 82 12 86 43 59 49 20 337 51 75 482 9 90 146 140 66 29 9 33 122 14 174 25 52 30 291
internal_value=0 -4.94857e-05 -7.37653e-05 -2.73149e-05 -6.70153e-05 -2.75676e-05 0.000586718 -7.33375e-05 -3.64404e-05 -8.24148e-05 -0.000617981 -1.62584e-05 1.53168e-05 0.000292743 -0.000108069 -0.000777218 -2.82409e-05 4.39913e-05 9.49341e-05 0.000143197 -0.000295913 0.000284218 0.000461489 0.000353337 0.00041412 -2.10852e-06 -0.000507879 0.000675146 0.000593414 -0.00061541
internal_weight=0 0.138951 0.136243 0.125529 0.118734 0.114336 0.00792836 0.106408 0.101865 0.0949357 0.0107143 0.0844532 0.0819178 0.0252175 0.0567003 0.00604325 0.0506571 0.0463234 0.0444613 0.0428296 0.0104112 0.0324184 0.0205392 0.0309496 0.0294944 0.00884485 0.00448195 0.0151374 0.00692956 0.0104825
internal_count=3121 3035 3014 2653 2531 2449 98 2351 2308 2219 361 1879 1854 211 1643 346 1297 815 669 579 95 484 160 475 335 213 199 127 89 340
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=4 31 151 474 142 51 39 160 52 148 1348 11 2 4 0 0 43 133 47 160 131 42 1443 12 12 15 133 34 474 133
split_gain=0.00337542 0.00340909 0.00326629 0.00340541 0.00324651 0.00368469 0.00315684 0.00353264 0.00401866 0.0030787 0.00293894 0.00429797 0.00251205 0.00418562 0.00347013 0.00311801 0.00367542 0.00310959 0.00220841 0.00214106 0.00177804 0.00173472 0.00170854 0.00167977 0.0016682 0.00165897 0.0016399 0.00155134 0.00153661 0.00178851
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 -1.0000000180025095e-35 -0.073359999999999995 0.11144500000000002 0.16946000000000003 -0.091944999999999985 -0.24164999999999998 0.087555000000000008 0.084895000000000012 1.0000000180025095e-35 0.092120000000000021 0.033845000000000007 -0.10607499999999999 -0.08824499999999999 -0.078469999999999984 0.10622000000000002 0.12794000000000003 0.085045000000000023 0.10340500000000001 -0.088934999999999986 0.10251500000000001 0.092355000000000007 0.079890000000000017 -0.10653 0.10466000000000002 -0.11726499999999999 0.085515000000000022 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=1 -1 -2 -4 -5 18 7 9 20 22 11 12 14 17 19 -16 23 21 27 -10 -9 -14 -3 28 -18 -15 -27 -6 29 -17
right_child=2 6 3 4 5 -7 -8 8 10 -11 -12 -13 13 25 15 16 24 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013202326725639875 -0.0012480175727394248 -0.0011459621227458772 -0.0013215899805182753 -0.0011841714823868155 -5.4289675706406033e-06 -0.00046721124399295056 0.0013205150290841827 -0.0010292718608948029 0.000351739466452724 0.0013002541183510779 0.0012947057161805976 -0.0011760748689183364 -0.00061408469582045311 0.00019411065022799389 -0.0013200376511501037 0.00093591573494219559 -4.4089146471229952e-05 -0.0010637187699086574 -0.00056448154953494655 -0.00060464017293295012 0.00025372325529547153 0.0005681678036065259 0.00061604137296953222 -0.001319946659091225 -0.0013200161021509065 -0.001229624162681086 0.00023589478442725522 0.0011465416867821418 -0.00087032779323424419 -0.00063141120919348384
leaf_weight=0.0028816842548735613 0.0020295595877541919 0.011146502385127377 0.00172011668109917 0.0016885770110093281 0.0022820838865982287 0.0039908853163410632 0.0025659431933036094 0.010281569682319969 0.019939790526947828 0.00111073266270978 0.0029360966788090073 0.0055344394324947635 0.0022950561695438401 0.0038968416855595933 0.006548695504946518 0.0066712354913534 0.0025929889501412704 0.0023492846664154845 0.0016467184486828037 0.0051230860779014611 0.0023018862757453471 0.037006699132845711 0.0010483417742079846 0.0010703993602021447 0.005720428105036035 0.0054772731624836979 0.0017556381197181281 0.018840727378517386 0.0013717775496218118 0.001565144165127208
leaf_count=48 15 392 3 4 13 17 14 346 70 4 27 79 34 53 257 72 33 83 10 33 20 280 5 59 600 77 28 290 42 113
internal_value=0 -0.000100485 0.000372356 0.000481363 0.000590376 0.000702349 -0.000129663 -0.000156678 -8.75774e-05 -0.000802927 -8.04165e-06 -4.31595e-05 1.74885e-05 0.000218891 -0.00019258 -0.000534881 -0.000264147 0.000410978 0.000907342 0.000156247 -0.000794574 0.000499129 -0.00099449 0.000248039 -0.000922049 -0.000499959 -0.0008739 0.00102208 0.000422721 0.000638079
internal_weight=0 0.143192 0.0321987 0.0301691 0.028449 0.0267604 0.14031 0.137744 0.124438 0.0133056 0.111855 0.108919 0.103384 0.0527808 0.0506035 0.0255407 0.018992 0.041651 0.0227695 0.0250629 0.0125835 0.0393018 0.0121948 0.0106786 0.00831342 0.0111298 0.00723291 0.0211228 0.00960816 0.00823638
internal_count=3121 2769 352 337 334 330 2721 2707 2306 401 1940 1913 1834 555 1279 1176 919 397 313 103 366 314 397 286 633 158 105 303 227 185
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=160 52 1 14 157 159 0 0 48 1 3 47 52 2 42 123 4 1 43 42 4 52 16 51 16 48 51 51 4 49
split_gain=0.000497286 0.000508073 0.000797651 0.00121029 0.000800182 0.00084173 0.000768954 0.00114644 0.00110746 0.000975338 0.00101341 0.00125748 0.000902231 0.00129968 0.000888066 0.000828288 0.00081196 0.000736125 0.000659129 0.000757242 0.000597938 0.00058775 0.000579943 0.000520032 0.000463287 0.000457552 0.000879584 0.000416735 0.000404206 0.000268413
threshold=-0.40698999999999991 -0.24456499999999998 0.13686500000000004 0.076175000000000007 -0.07686999999999998 0.10904500000000002 -0.075684999999999988 -0.10607499999999999 0.12879500000000002 0.077565000000000009 -0.10519499999999998 0.081320000000000017 -1.0000000180025095e-35 0.089885000000000007 -0.089234999999999995 1.0000000180025095e-35 -0.51843499999999987 0.090540000000000023 -0.06984499999999999 0.075730000000000006 0.09173000000000002 0.083680000000000018 -0.29154999999999992 -0.090529999999999985 -1.0000000180025095e-35 0.093265000000000015 0.086685000000000012 0.13831000000000002 0.2623950000000001 -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=-1 20 3 4 17 6 7 8 9 -6 -11 12 13 -12 -8 16 -16 23 -18 22 -2 -9 -20 -3 -24 26 -15 -4 -13 -14
right_child=1 2 27 -5 5 -7 14 21 -10 10 11 28 29 25 15 -17 18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018780615461049459 -0.0023072629903387308 0.0017808663218746431 0.0029104751748805736 -0.0029626831275333383 -0.0019673186543453219 -0.0027150488457015802 -0.0022712735430922676 -0.0024073636363673243 -0.00275089985357004 0.0032149744124136768 -0.0025801142322782853 -0.0026128871179937263 0.0011851986807843093 0.0029717485697995229 -0.0016362332801321427 0.0034516203981782905 0.0024013158965896799 0.0029218573767539704 0.0029392529083160945 -0.0020127051778418724 0.00025498733714645195 7.3594797764298591e-05 -0.0015287045541888722 -0.0014447812335872709 0.0010244868710971632 0.0031453736796794359 -0.0011167795919181205 0.00025162754920051751 -0.00026522492330141958 0.0033198240135962754
leaf_weight=0.0016720027216416957 0.0022896784399701877 0.001183929507497794 0.0018039529860356387 0.0015599568751838424 0.0018344345666179091 0.0013442207732081704 0.0011034412543491365 0.0039461310189032863 0.0014621061245634328 0.0016891674650878494 0.0014353371866491233 0.0016576333617877035 0.0010810717844833562 0.0010363553892034361 0.0015956999934587665 0.0014093204701453041 0.0028959717710392878 0.0022187661449066809 0.0013589189495633036 0.0012318328512002097 0.0020615353832766914 0.0015978992866596542 0.0011445873502431425 0.0011973547997232705 0.0032503194696911252 0.0011068507736240463 0.0015856732639463189 0.0011495445265836679 0.001846643953513194 0.0019989349882365542
leaf_count=240 336 46 137 69 82 110 33 627 25 27 22 28 23 31 23 80 85 63 21 161 28 464 54 131 39 27 19 20 20 50
internal_value=0 3.4652e-05 0.00013969 2.25607e-05 0.00013288 -3.32928e-05 6.61017e-05 -0.000332122 0.000118505 0.000393213 0.00071546 0.000356086 0.00109221 0.0002105 0.000700245 0.000954686 0.000648084 0.0014916 0.00101696 0.00044306 -0.00109331 -0.0016923 0.000968813 0.00015895 0.000359547 0.00128468 0.000499209 0.00187561 -0.00137574 0.00257058
internal_weight=0 0.0510773 0.0467261 0.0437726 0.0422126 0.0376126 0.0362683 0.0222782 0.0167342 0.0152721 0.0134377 0.0117485 0.00824422 0.00516422 0.0139901 0.0128867 0.0114773 0.00460005 0.00988163 0.00698566 0.00435121 0.00554403 0.00575383 0.00238128 0.00439491 0.00372888 0.00262203 0.0029535 0.00350428 0.00308001
internal_count=3121 2881 2517 2360 2291 2051 1941 1445 354 329 247 220 172 99 496 463 383 240 360 275 364 1091 114 177 93 77 50 157 48 73
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=484 160 4 11 150 13 13 48 3 40 15 1 16 2 457 10 1429 403 157 0 130 16 43 42 42 16 15 1 1 4
split_gain=0.000503183 0.000673991 0.000577713 0.00119677 0.00063393 0.000596645 0.000701274 0.000629684 0.00103997 0.000974374 0.00094044 0.000930345 0.000877726 0.000759713 0.000726997 0.000570281 0.000470858 0.00092736 0.000520291 0.000506546 0.000668629 0.000764077 0.000747646 0.00116511 0.000627431 0.000615308 0.000996266 0.000526482 0.000594142 0.000476291
threshold=-0.0068949999999999992 0.081905000000000019 0.27834500000000006 0.080455000000000013 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.016865000000000002 -0.10831999999999999 -0.072979999999999975 -0.074054999999999996 0.10060500000000001 -0.40995499999999996 0.11747 0.082380000000000009 0.039530000000000003 0.084690000000000015 -1.0000000180025095e-35 -0.081579999999999986 -0.14116499999999996 -1.0000000180025095e-35 -0.25582999999999995 -0.074359999999999996 -0.088934999999999986 0.079510000000000011 0.41553500000000004 1.0000000180025095e-35 0.095285000000000022 0.122715 -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 -1 3 5 -4 -2 -7 12 -9 -10 11 14 -8 -12 -11 -6 17 -14 -19 -20 -21 -22 23 -23 -25 26 -26 29 -29 -24
right_child=2 -3 4 -5 15 6 7 8 9 10 13 -13 16 -15 -16 -17 -18 18 19 20 21 22 27 24 25 -27 -28 28 -30 -31
leaf_value=-0.0025567398471035441 -0.0025278507385365591 0.00097268882303129273 -0.001680079949026759 -0.0033468383791581333 0.0020070445365178132 0.0023132649773382049 -0.0032235048481063862 0.0032415527711533972 0.0029791403289963908 -0.0022422429892220669 -0.0036495994179627143 0.0029000360227512656 -0.0036625666447612417 0.00027749890238392669 0.0008519932122376129 -0.00037326090089606992 0.0015621371264714402 -0.0025880176978622729 0.0017393522044337614 -0.002525746867230502 0.0022989634981432638 -0.0019133764812591287 -0.00041753877505782647 0.0035809766908738807 -0.0020111615420845583 0.0029741546729609583 0.0025821597450111241 0.0020422213209156654 -0.0018412267788486564 -0.0034528014174523437
leaf_weight=0.0022270896041054469 0.0011977676167305154 0.0010765827915175663 0.0010501514250336186 0.001475073574862761 0.0050757208957570299 0.001823002006403839 0.0013625748166319297 0.0017865750156147451 0.0014604678302703187 0.0016516143999272277 0.0016067307518845535 0.0016499678376149518 0.0010776939622649797 0.001122323066226727 0.0026570953552891297 0.0018393539892453958 0.0018731172582739921 0.0011196190527638086 0.0019645933277274629 0.0015389765392761498 0.0017260598311743475 0.0019854525601505912 0.0010858592583033949 0.0013079137513614088 0.0016946702776508005 0.0010812053400002242 0.0010113826526705338 0.0010192021967512233 0.0010974604244893271 0.0019189785197735437
leaf_count=389 17 114 27 127 247 19 83 22 103 146 50 54 571 22 31 49 110 126 37 90 19 68 23 23 112 13 57 50 17 305
internal_value=0 -0.00140659 7.18664e-05 -0.000110442 0.000971259 1.57847e-05 9.89762e-05 -1.70211e-05 0.000664881 0.000211262 -0.000254037 0.000561445 -0.000372955 -0.00203458 -0.000334089 0.0013739 -0.000192319 -0.000359739 -0.000167869 -1.24265e-05 -0.000234932 1.81883e-05 -0.00030444 0.000466577 0.00139398 0.000638712 -0.000294416 -0.00137039 2.8707e-05 -0.00235595
internal_weight=0 0.00330367 0.0472606 0.0392954 0.00796523 0.0378203 0.0366225 0.0347995 0.0119348 0.0101482 0.00868773 0.00595868 0.0228648 0.00272905 0.00430871 0.00691507 0.0215022 0.0196291 0.0185514 0.0174318 0.0154672 0.0139282 0.0122021 0.00708062 0.00509517 0.00378726 0.00270605 0.0051215 0.00211666 0.00300484
internal_count=3121 503 2618 2295 323 2168 2151 2132 428 406 303 231 1704 72 177 296 1621 1511 940 814 777 687 668 273 205 182 169 395 67 328
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=31 39 52 1 3 0 146 47 50 159 42 43 0 48 148 474 128 4 4 4 150 1 160 457 3 131 42 1 43 160
split_gain=0.00184113 0.00178968 0.00159459 0.0017097 0.00202591 0.00333731 0.00181733 0.00193933 0.00195322 0.00166314 0.00161912 0.00154658 0.00154166 0.00135523 0.00149127 0.00138983 0.0014389 0.00133655 0.00209373 0.00126105 0.0012358 0.0014997 0.00231168 0.00120199 0.0011736 0.00109557 0.00104413 0.00103942 0.0014522 0.000999127
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.098700000000000024 0.090900000000000009 -0.066689999999999985 0.12035500000000002 0.086785000000000015 0.11720500000000002 -1.0000000180025095e-35 0.093655000000000002 -0.52440999999999993 -0.13027499999999997 0.12879500000000002 -0.080634999999999984 -0.14697499999999997 0.086435000000000012 -0.083854999999999985 -0.084134999999999988 -0.14723499999999998 0.087380000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.082380000000000009 0.10732000000000001 0.10340500000000001 0.084635000000000016 0.12337000000000002 -0.010344999999999998 0.10396000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 12 7 8 13 -9 26 -12 20 14 -5 -16 19 18 -14 -17 21 -4 -23 24 -6 29 -7 28 -11 -2
right_child=1 -3 3 6 23 10 -8 9 -10 27 11 -13 17 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012438828348212813 -0.0010372065374010862 0.0012438978542531314 -0.0012435950510863889 -0.00047044983783736552 -0.00068815717445845355 0.00013278153172649657 -0.00120828273334651 -0.0012435887164088332 -0.00074303924682190799 0.00040657416632652947 0.00057678882497627269 -0.0012437285115753864 -0.0009965264584646423 -0.00031352746206079091 -0.00063116607033559082 -0.00034722982690895733 -0.00039959709154856855 -0.0011221452672369357 0.0012236365865787217 0.0010549149005877401 -0.0011005816418992928 -0.00064917682322728301 0.00081154434790056066 0.00084011579640407463 0.00033401238743229692 0.00045135632708626815 0.00096961958820724725 0.00060854713459644746 -0.00070538056653712453 0.00031028335587826139
leaf_weight=0.0017567879648296971 0.0053024624043302984 0.0016494052585471755 0.0013306471884106906 0.0016461862369396832 0.002564885380479609 0.0099737243250288578 0.0013956715702079228 0.0018581943859601333 0.0019627834871016594 0.0031797760641438808 0.0010698321348172612 0.0022159322767478775 0.0017086365993961294 0.0024829639014569685 0.0010361610329709938 0.0010649813930285702 0.0013081210549898961 0.0096634902071404162 0.0010668020310191624 0.014420580316681258 0.0021179450268391528 0.0028864833027171253 0.0039914964040406167 0.003995057883003029 0.0053786337334713608 0.0012541067681013374 0.0029982898434468561 0.0033217957512761132 0.0042339184685715727 0.0010133877583271556
leaf_count=86 295 21 27 17 45 106 4 49 29 31 4 86 289 12 2 17 14 1306 11 339 18 56 53 20 25 20 19 41 33 46
internal_value=0 -4.04056e-05 -6.23703e-05 -1.57068e-05 -0.000164458 -0.000301587 0.000184252 0.000237476 0.000445395 -0.000157465 0.000128712 -0.000650975 -0.000608881 0.000551622 0.000661918 0.000766467 0.0008527 -0.000903708 -0.000143157 0.000958486 -0.000253745 -3.52493e-05 0.000198523 0.000283769 3.96374e-06 -0.00061021 0.000326204 3.05305e-05 -0.000228457 -0.000821
internal_weight=0 0.0980924 0.0964429 0.088873 0.0509619 0.0390233 0.0379111 0.0365155 0.0239218 0.0125937 0.0162578 0.00328576 0.0227655 0.021959 0.019476 0.0178298 0.0167937 0.0124389 0.00277544 0.0154856 0.0103266 0.00820863 0.00687798 0.0119386 0.00794352 0.00756996 0.012972 0.0107355 0.00741369 0.00631585
internal_count=3121 3035 3014 2653 2065 1975 588 584 430 154 215 90 1760 401 389 372 370 1606 300 356 154 136 109 90 70 361 125 105 64 341
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=39 51 1 50 12 1447 0 0 38 3 1 0 13 42 13 131 47 4 48 3 16 50 42 160 16 4 3 42 43 43
split_gain=0.00265194 0.00250863 0.00261207 0.00241389 0.00236686 0.00221418 0.00221363 0.00394898 0.00219817 0.00207708 0.00315102 0.00218348 0.00192277 0.00189707 0.002362 0.00187488 0.00177616 0.00191938 0.00252253 0.00151861 0.00151565 0.00197919 0.00175093 0.001466 0.00144778 0.00141752 0.00223884 0.00121649 0.00159548 0.00128863
threshold=0.16946000000000003 -0.35172999999999993 0.098700000000000024 0.07826000000000001 -0.054684999999999991 -1.0000000180025095e-35 -0.074229999999999977 -0.098289999999999975 0.10657000000000001 0.090900000000000009 1.0000000180025095e-35 -0.15350499999999997 -0.53104499999999988 0.091955000000000023 0.40528500000000006 0.10340500000000001 0.12431000000000002 -0.033174999999999989 0.12649500000000002 0.30112000000000005 -0.5315899999999999 0.10517000000000001 -0.11051499999999999 -0.079279999999999975 -0.54165499999999989 -0.083854999999999985 -0.084074999999999997 -1.0000000180025095e-35 -0.081289999999999987 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=1 15 3 6 8 -6 7 9 -4 10 -3 -12 -8 27 -15 -1 17 19 20 -7 24 22 -22 -24 -19 26 -9 -14 -29 -30
right_child=-2 2 4 -5 5 16 12 25 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0013463366317034149 0.001346616530600738 -0.0013461091379368029 0.0012370005280129429 -0.0012225705348584094 -0.0013461890387058263 -0.00087881617890416095 -0.0013465537025066658 -0.0013460741492243016 -0.00043513562732793842 0.00050050645626210455 -0.00063462746476706188 0.00047496657551697837 -0.00035908972499464347 -0.001346242442216973 0.0010607642781957592 0.00032990932989799122 -0.00062615419217576713 0.00067741026214852124 -0.00077003626056693834 0.00078446566974669769 -0.00031440163803931703 -0.00049991307816714761 0.00016375921906726547 0.0011163441286978753 -0.00046483943149590822 -0.0013460748124712984 0.0013473153268049054 0.0010187738615101425 -0.00058319962470074931 0.00047045721920082679
leaf_weight=0.0044612104128418642 0.0025067435129528795 0.0041803860264479865 0.0064783315741863134 0.0038577082848902924 0.001867593865199523 0.0042765574171426115 0.0014459154917858532 0.0012405623956937006 0.0018255296999996062 0.0080089178827620344 0.0056524424219333014 0.007443396014366499 0.0032836960102144977 0.0025746595399240837 0.0010356156417401507 0.0016580468420102079 0.0047830802351995763 0.0033214948223303509 0.0032507334790352607 0.0012957009621459292 0.0023180658281489732 0.0024141522283116492 0.003652956900168646 0.014721004206677438 0.0050916366217279539 0.0076362110267567179 0.0010177558287978146 0.0073368585242974361 0.0027769948816285294 0.008660204930947657
leaf_count=105 23 140 246 482 26 133 4 249 16 41 66 71 94 122 2 12 38 39 13 11 8 29 33 145 17 823 1 42 61 29
internal_value=0 -5.12942e-05 -8.92714e-06 -0.000189397 0.000206968 8.9914e-05 -0.000125415 -0.000348159 0.000869396 -6.60693e-05 -0.000328723 -3.95781e-06 0.000163591 0.00024866 -0.000655787 -0.000892148 0.00014935 0.000241295 0.000358823 -0.000492058 0.000475247 0.000653342 0.000787893 0.000926959 -1.38805e-05 -0.00106903 -0.000132245 0.000396694 0.000528885 0.000214625
internal_weight=0 0.127567 0.121448 0.0661513 0.0552968 0.046993 0.0622936 0.0351797 0.00830386 0.0252851 0.0172762 0.0130958 0.0271139 0.025668 0.00361028 0.00611926 0.0451254 0.0403423 0.03477 0.00557226 0.0315193 0.0231062 0.020692 0.018374 0.00841313 0.00989453 0.00225832 0.0220578 0.0187741 0.0114372
internal_count=3121 3098 2981 2227 754 492 1745 1391 262 318 277 137 354 350 124 117 466 428 284 144 271 215 186 178 56 1073 250 226 132 90
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=1 12 1447 39 47 4 151 50 42 123 1 3 159 447 43 42 40 38 43 48 159 12 47 43 14 148 48 51 457 474
split_gain=0.00310997 0.00297487 0.00270582 0.00247166 0.00436265 0.00272293 0.00269871 0.00218452 0.00233203 0.00219703 0.00253215 0.00209513 0.00208858 0.00213752 0.00230643 0.00308379 0.00259637 0.00197228 0.00186973 0.00169935 0.00167114 0.00141575 0.00191534 0.0036613 0.00214362 0.00172817 0.00130922 0.00268717 0.00207927 0.00159546
threshold=0.098700000000000024 -0.064509999999999984 -1.0000000180025095e-35 0.15619500000000003 0.13148500000000005 -0.033174999999999989 -0.50825999999999982 0.07826000000000001 -1.0000000180025095e-35 0.091310000000000016 1.0000000180025095e-35 -0.52915999999999996 0.091530000000000014 0.084700000000000011 -0.12152999999999999 0.084695000000000006 -0.080519999999999994 0.10657000000000001 -0.083879999999999996 0.12649500000000002 0.083335000000000006 0.11734000000000001 0.090280000000000013 -0.074359999999999996 -0.46885499999999997 -0.080634999999999984 0.086035000000000014 0.081440000000000026 0.088350000000000026 0.084660000000000027
decision_type=2 2 2 2 2 2 2 2 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 17 -3 4 5 20 -7 8 9 10 -1 -10 13 14 -13 18 -17 -2 -16 21 -4 22 24 -24 -8 -26 27 29 -28 -20
right_child=1 2 3 -5 -6 6 19 -9 11 -11 -12 12 -14 -15 15 16 -18 -19 26 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0012437330182261618 0.0011070887294550686 -0.0012436846000136359 -0.00083465734983587342 0.0012442960299299264 -0.0007680593294016433 -0.0012436760798740791 -0.00014591399126097436 -0.0010358824691680645 0.001072158540535712 0.00079152321386947804 0.00025777319719875834 0.00055051568791520647 -0.00095990066004851267 0.0012191977721268204 0.00075123482438518754 0.00053780338442305903 -0.0011216393610238144 -0.00021557807425439795 -0.00028366150836914072 -0.00054824739994741522 0.00081149333843160071 -9.9350445389473921e-05 0.00086411003343240546 -0.00070973215041146879 -0.00016848206907063435 0.001071361838958078 -0.0010962515046927643 0.0010542039761196173 5.6539686551866101e-05 0.00080972207133631936
leaf_weight=0.0071177700347391237 0.0077516497761251912 0.0023048156183449455 0.0052634866868572763 0.0029233305215825558 0.0081675281334696592 0.0016103206598927491 0.003311529264010459 0.0043522188793474461 0.0025334044339615494 0.0014010798313393033 0.0022969428263195368 0.0079105764957603242 0.0039174362285976363 0.002070509993700397 0.0043817860860997362 0.0017986603697863757 0.0076922305611191177 0.0022487582236863091 0.015575447891706062 0.0027272155984974225 0.0011644567457551602 0.0057146383946928827 0.0046889198256394593 0.0044585398759409145 0.0019430381903475782 0.01648998210538366 0.0046421497433755121 0.0034859192012390841 0.00505172293560463 0.0023785494004471266
leaf_count=567 240 30 136 25 40 13 15 483 11 8 44 54 136 18 65 19 677 18 138 10 13 29 24 30 16 183 37 11 16 15
internal_value=0 0.000181218 7.77963e-05 0.000129894 7.12371e-05 0.000215942 0.000334062 -0.000180328 -0.000128794 -0.000661212 -0.000877405 -3.50656e-05 -8.26855e-05 -2.01907e-05 -6.86848e-05 -0.000177519 -0.000807151 0.000809665 -9.26106e-06 0.000398654 -0.000536448 0.000469199 0.000574373 9.70077e-05 0.000775191 0.000940669 -0.000116294 5.51625e-05 -0.000495503 -0.00013881
internal_weight=0 0.0707682 0.0607678 0.058463 0.0555397 0.0473721 0.0409442 0.0766064 0.0722542 0.0108158 0.00941471 0.0614384 0.058905 0.0549876 0.052917 0.0450065 0.00949089 0.0100004 0.0355156 0.0393339 0.00642794 0.0366066 0.030892 0.00914746 0.0217445 0.018433 0.0311338 0.0214399 0.00969387 0.017954
internal_count=3121 822 564 534 509 469 320 2299 1816 619 611 1197 1186 1050 1032 978 696 258 282 307 149 297 268 54 214 199 217 164 53 153
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=39 421 14 3 31 47 4 11 376 3 0 43 151 1 13 1 13 14 13 52 11 2 47 48 150 4 51 2 12 1
split_gain=0.00437797 0.00449575 0.00558769 0.00428857 0.00436591 0.00353156 0.00360269 0.00502188 0.00399591 0.0037636 0.00487536 0.0039963 0.00338957 0.00354307 0.00394668 0.00323107 0.00315193 0.0031046 0.0027428 0.00257125 0.00254062 0.002385 0.00233706 0.00231124 0.00392986 0.00237805 0.00226115 0.00258056 0.0034132 0.002204
threshold=0.16946000000000003 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 0.13148500000000005 0.181285 0.080455000000000013 0.048375000000000008 -0.12018999999999998 -0.11991499999999998 -0.074359999999999996 -0.27559499999999998 0.08592000000000001 -0.28558999999999996 0.13146500000000003 -0.47860499999999995 -0.24175999999999997 -0.091904999999999987 0.12603000000000003 -0.09601999999999998 0.089005000000000015 0.086380000000000012 0.086260000000000017 0.095950000000000021 -0.010655 0.11144500000000002 0.11293500000000002 0.098330000000000015 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=1 -1 3 4 -3 6 7 8 9 -6 23 15 -8 14 -14 18 -13 -5 -12 -7 -18 22 -20 25 -25 -11 27 28 29 -15
right_child=-2 2 -4 17 5 19 12 -9 -10 10 11 16 13 26 -16 -17 20 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012451580248977526 0.0012446803712038118 0.0012440480887207417 -0.0011034586685431257 -0.00068651699160633445 0.00027152257654756165 -0.0011754191852463231 -0.0011786307763542864 -0.0012437979735748712 0.00065439818060709074 -7.2363002123972857e-05 0.0008529721769431405 -9.557025914759792e-05 0.0012450665014656262 0.0006307565397173999 -0.0012437647939319394 0.0011046994005133354 0.00077645313920946088 0.0012437437267399318 3.0883100932946085e-05 2.9728346438965918e-05 -0.0012437930050283768 -0.0012068378391181115 -0.0012436086112256335 -0.0010847223736193119 0.00020353925651964968 0.00089702357001909567 -0.00049515596199274311 0.0011719525101289931 0.000919695996053495 -0.00032707619624851357
leaf_weight=0.003973669261995382 0.0040303613373566796 0.0037332266629448432 0.0080775505576298201 0.0016199299666368461 0.021489315789949615 0.0079764977609784182 0.0025010792414832386 0.0065032919085297172 0.009438002483307173 0.0078995679359650239 0.0025649456099472437 0.0057969331246567881 0.0013022914063185453 0.005689084871846716 0.004044997643518399 0.0026357506867498151 0.0010150002635782576 0.0062936451817279249 0.010654924796682508 0.0041673400783111001 0.018593987029937864 0.005501977944703639 0.0028115965571089427 0.0057634004215287851 0.010037362600996858 0.0077527171092697236 0.003593932398416654 0.0077690566109254169 0.010267853056575404 0.010700943566348542
leaf_count=20 23 75 99 24 85 38 16 102 61 36 11 11 1 32 71 4 2 100 384 18 1187 316 113 34 21 31 11 117 28 50
internal_value=0 -6.42568e-05 -9.07771e-05 -4.7294e-05 -8.66371e-05 -0.000114788 -6.69692e-05 -0.000181537 -0.000119832 -0.000191109 -0.000313803 -0.000556749 0.000228905 0.000310078 -0.000637629 -0.00019479 -0.000901089 0.000848614 -0.000353851 -0.000761855 -0.00113922 -0.00051704 -0.000235211 6.91202e-05 -0.00026636 0.000407783 0.000443365 0.00054134 0.000357557 5.39374e-06
internal_weight=0 0.20017 0.196196 0.188119 0.180205 0.176472 0.164328 0.118459 0.111955 0.102517 0.0810282 0.0495751 0.0458692 0.0433682 0.00534729 0.0241692 0.0254059 0.00791358 0.0215334 0.0121438 0.019609 0.0189685 0.0134665 0.031453 0.0158008 0.0156523 0.0380209 0.0344269 0.0266579 0.01639
internal_count=3121 3098 3078 2979 2855 2780 2724 2398 2296 2235 2150 2028 326 310 72 828 1200 124 824 56 1189 813 497 122 55 67 238 227 110 82
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=39 47 52 1 50 15 42 2 124 43 160 16 0 2 51 2 3 160 3 0 0 16 16 13 0 150 4 0 151 4
split_gain=0.000551348 0.000948845 0.000913243 0.000901348 0.000839347 0.000792639 0.000686686 0.000755288 0.000738931 0.000671531 0.00109448 0.000708447 0.000807774 0.000587733 0.000989094 0.000577182 0.00109402 0.00107195 0.00102034 0.000772617 0.00120924 0.00133689 0.000638592 0.000534263 0.000466526 0.000448933 0.000666094 0.000514912 0.000436105 0.000401079
threshold=0.15619500000000003 0.13148500000000005 0.12603000000000003 0.11323000000000001 0.10647500000000001 0.095175000000000023 -1.0000000180025095e-35 0.096540000000000015 -0.027784999999999997 -0.20207499999999998 -0.091944999999999985 0.22339500000000004 0.14486500000000005 0.14753000000000002 0.13705500000000001 0.11215000000000001 0.090900000000000009 0.088020000000000015 0.10893000000000001 0.15398500000000004 -0.069954999999999976 -0.056919999999999991 -0.094359999999999986 -0.085154999999999995 -0.11991499999999998 0.12706500000000001 0.09173000000000002 -0.14794999999999997 -1.0000000180025095e-35 -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 3 -3 4 5 6 7 -1 -8 -10 -11 15 -13 14 25 16 17 19 -17 20 21 23 -18 -12 -23 26 28 -28 -5 -25
right_child=-2 2 -4 13 -6 -7 8 -9 9 10 11 12 -14 -15 -16 18 22 -19 -20 -21 -22 24 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0029639146222083823 0.002801118640480188 -0.0038406249607505919 0.00078125679802519392 0.001603566237073142 -0.0038634585902400241 -0.0026316953846974786 0.0027082643395191851 0.00055414632516793223 0.0021455163684077081 -0.003804365622560237 -0.00060449189963121845 -0.0040525771164304208 0.00059664386824588751 0.0041248546100043238 -0.0028634349882753667 0.0013124510155434264 0.00022198084996869356 -0.0029206784426046707 -0.003427819291128311 -0.0025735965823872977 0.0031933322930238154 -0.00063753668302249334 0.0031353924194968273 0.0034240009849578934 -0.0040571138806969565 -0.0011519574162238511 0.00041200560421061021 0.0034895741096512287 -0.0021413575878620659 0.00054176341342129038
leaf_weight=0.0025455679667860656 0.0011455298648712633 0.0021218839245946688 0.0011065220042496549 0.0011136487298983866 0.0010540268980143699 0.0020373845228309753 0.0019201400739703436 0.0017530542051531484 0.002418834001787217 0.0013072795212853974 0.0018087412878067272 0.0014280855964408081 0.0011458011906739785 0.0010228829706111506 0.0010862775523037271 0.0013803354052850372 0.0019806559474773167 0.0019156814209715387 0.0017541474594509054 0.0013164631277504677 0.0026406778634324802 0.0013363122450016363 0.0036173096333982349 0.0018994639160876403 0.0013791503238840264 0.0010621395526300148 0.0012881182180635173 0.0032791954956827843 0.0010076210253942008 0.0014470066755336488
leaf_count=547 26 38 24 38 268 315 98 142 38 163 207 217 13 80 21 28 29 76 18 9 62 28 36 73 242 7 34 145 66 33
internal_value=0 -9.21542e-05 -0.0022565 5.358e-05 -0.000234156 -0.000130857 1.47409e-05 -0.00152919 0.00023095 6.56452e-05 -0.000125228 6.67759e-05 -0.00198291 0.00116503 0.00082243 0.000301501 0.000567578 -5.84683e-05 -0.00134034 0.000405107 0.000778166 -3.21428e-05 0.00210458 0.00120157 -0.0023743 0.00133901 0.00173457 0.00262161 -0.000175304 0.00217773
internal_weight=0 0.0511744 0.00322841 0.047946 0.0380861 0.0370321 0.0349947 0.00429862 0.0306961 0.0287759 0.0263571 0.0250498 0.00257389 0.00985988 0.008837 0.0224759 0.0193415 0.0137435 0.00313448 0.0118278 0.0105114 0.00787067 0.00559797 0.00515521 0.00271546 0.00775072 0.00668858 0.00456731 0.00212127 0.00334647
internal_count=3121 3095 62 3033 2642 2374 2059 689 1370 1272 1234 1071 230 391 311 841 795 730 46 654 645 583 65 313 270 290 283 179 104 106
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=160 484 1 0 3 2 1429 133 42 42 43 132 484 41 38 12 457 1374 51 4 12 47 160 4 16 48 1 160 52 13
split_gain=0.000479616 0.000515409 0.000593156 0.001257 0.00105298 0.000816962 0.000795103 0.000655818 0.000775589 0.000669449 0.00105964 0.000637717 0.000622413 0.000595166 0.000648397 0.000924951 0.000716991 0.000625736 0.000730419 0.000676847 0.00107097 0.000843198 0.000577621 0.000534755 0.000435315 0.000680915 0.000283928 0.000273209 0.000171075 4.93078e-13
threshold=-0.40698999999999991 -0.0068949999999999992 1.0000000180025095e-35 -0.084044999999999995 0.083060000000000009 0.14753000000000002 0.084545000000000009 0.10622000000000002 -1.0000000180025095e-35 0.084145000000000011 -0.40263499999999991 0.079970000000000013 0.079595000000000013 0.077300000000000021 0.082490000000000022 -0.054684999999999991 -0.0029299999999999994 -0.094929999999999987 0.012085000000000002 0.076415000000000025 0.051320000000000005 0.13206500000000002 0.081905000000000019 -0.008819999999999998 -0.27167499999999994 -0.032929999999999994 0.10538500000000002 -0.061284999999999992 0.091820000000000013 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2 2 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 29 6 11 8 -5 28 -11 12 13 14 15 -4 -17 -18 19 20 26 24 27 -20 25 -21 -19 -2 -10 -3
right_child=1 2 5 7 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 18 23 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020178617142427779 -0.0010982372992655032 -0.0037358008515889205 0.002990250315772402 -0.0019436275291864202 0.00075052565188704742 0.0037359015536253186 0.0027086918623491375 -0.002649332384448685 0.0023326957644580373 0.002165939465465627 -0.0026364911575305966 0.0022047817730467571 -0.0020301417162005252 -0.0017855635390860811 -0.0025480325281301594 -0.0019726410884812733 -0.0014448524627055069 -0.00059525873172261944 0.00067073884321291078 0.0029310133555077002 -0.0036352962419138987 -0.0017042651511564668 0.00085956828595304077 0.0034644214782822967 0.0026839571269450021 -0.00048541163920661753 0.0018761791561213326 -0.0037359588202300954 0.0009975775046602135 -0.0037359073814134747
leaf_weight=0.0016308672457538967 0.0010410733005130623 0.0014510927248796435 0.001881527001229343 0.0015655094711704018 0.0010324967697670218 0.0010116049452086875 0.0018305517603636181 0.0010500680701213136 0.0027766482560309669 0.0011083273311669473 0.0015212039041223591 0.0019940436571950207 0.0019272383098609671 0.0019838642531624364 0.0010281546228725338 0.0018385430496863355 0.0020800029799374889 0.0015857197041526661 0.0018048274396136321 0.0012356427389477176 0.0013785147945082343 0.0013868947448827385 0.0010704839252237974 0.0020335592695488467 0.0025977813425299701 0.0023865537920286783 0.0010978313263407813 0.0011570469444830414 0.0025873738351265274 0.0010415518618192019
leaf_count=240 171 416 165 253 8 103 70 158 25 5 163 101 72 55 17 49 24 45 47 34 313 9 114 26 30 39 18 217 16 118
internal_value=0 4.17847e-05 0.000145339 -0.000489155 -0.00242181 0.000433863 0.000322781 0.000153016 0.000460855 0.000931765 -0.000612303 0.000168127 1.3396e-05 0.00017534 0.000349509 0.000489326 0.000247094 0.000479141 0.000737207 0.000272212 -0.000958994 0.000929675 -0.00139077 0.00215082 0.00151698 0.000680036 0.000415798 -0.00248668 0.00168869 -0.00373585
internal_weight=0 0.0484857 0.0452171 0.0141343 0.00352514 0.0310829 0.0300713 0.0106091 0.00955906 0.00799355 0.00262953 0.0282407 0.0262467 0.0243194 0.0223356 0.0213074 0.0194259 0.0175873 0.0155073 0.0116689 0.00406207 0.00760687 0.0032686 0.00383839 0.00621998 0.0036222 0.00268355 0.00219812 0.00536402 0.00249264
internal_count=3121 2881 2379 1162 542 1217 1114 620 462 209 168 1044 943 871 816 799 634 585 561 488 376 112 502 73 103 73 63 388 41 534
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=4 31 39 151 146 50 3 1348 11 0 0 13 48 16 43 1 1 0 12 3 2 13 52 16 47 49 52 4 4 15
split_gain=0.00241261 0.0025021 0.00216013 0.00206744 0.00215427 0.00261729 0.00181755 0.00193623 0.00192849 0.00200956 0.00250982 0.00222406 0.00250796 0.00206116 0.00205279 0.00176698 0.00168014 0.00159726 0.00186652 0.00195895 0.0014731 0.00140038 0.00126793 0.0014301 0.00117775 0.00111206 0.00109901 0.00109597 0.00101541 0.000967107
threshold=0.27834500000000006 -1.0000000180025095e-35 0.16946000000000003 -0.27559499999999998 0.12035500000000002 0.11875500000000001 0.14121000000000003 0.084895000000000012 0.080320000000000016 -0.0058249999999999994 -0.10607499999999999 -0.13710499999999998 0.082620000000000013 -0.36241499999999999 -0.072534999999999988 0.11230000000000001 0.10708500000000001 -0.067094999999999988 -0.083994999999999986 -0.10023499999999998 0.11093500000000002 0.0076650000000000008 -0.092399999999999982 -0.0092699999999999987 0.12119500000000001 -0.043469999999999995 -0.057699999999999994 -0.35136499999999998 0.25615500000000008 -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 6 -2 5 15 7 8 9 10 13 -11 20 29 28 16 -5 -12 -19 -20 21 27 -16 25 -17 -24 -8 -13 -15 -3
right_child=3 2 -4 4 -6 -7 26 -9 -10 11 17 12 -14 14 22 24 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463472920483626 -0.0012856875486709498 0.00013271926453530035 0.0013464738655452973 0.00079749247349193047 -0.0013012043008880951 -0.00091621622458043766 0.00079466499519444209 0.00078055593130387521 -0.0013461736693492913 -0.0013464583945891084 -0.0011055955492780907 -0.0003984736846008589 0.0012748531480300607 0.00093071297968964157 -0.0011327414538337031 0.0013462540460350051 -0.00041091314051141414 0.0011369559037065571 0.00030835875178418677 -0.00094847877441099182 0.00067208956039622591 -0.00087184169969758149 -4.2416463912436476e-05 0.00059593317746938737 -0.00023237460745194455 -0.00078897732197300409 -0.00014203198203553138 0.0013463354899926245 -0.00032019241746231175 -0.0013151238615299794
leaf_weight=0.0015503622279311449 0.0016612851159152333 0.001026165926646172 0.0013005270204757826 0.0041895793224284716 0.0014425021581700994 0.0023378859405056565 0.0029357299897583298 0.0021823916572429871 0.0046474531205262784 0.0019942844057823103 0.017343532637401179 0.0015431536226913085 0.0029437693308409516 0.0040790498129013022 0.0031041076371138799 0.0058978920006680377 0.0041480665538529138 0.0011706580995678459 0.002970124214698445 0.0092218215126820303 0.0029782249994241283 0.0049094047176367894 0.0079326909035444242 0.0033226248724531676 0.0010015293682954507 0.0066400336840786158 0.0099929332388910552 0.0011295197909930704 0.0016515155250544922 0.0045043735021863531
leaf_count=48 15 20 14 45 2 14 47 41 138 13 1723 50 28 65 28 219 35 18 18 228 23 20 35 19 10 63 55 4 7 76
internal_value=0 -0.000350356 -0.000376787 0.000154221 0.000280006 0.000409787 -0.000399604 -0.000470885 -0.000503746 -0.000453849 -0.000560712 -1.96879e-05 0.00017625 -0.00029855 -0.0001438 0.000613241 0.000196298 -0.000836145 -0.000486421 -0.000642296 -0.000129995 -0.000445052 -0.000338647 -0.000200904 0.0011171 -0.000382585 7.06651e-05 0.000338914 0.000570209 -0.00104648
internal_weight=0 0.101074 0.0995241 0.0206787 0.0190175 0.017575 0.0982236 0.0852949 0.0831125 0.0784651 0.0629667 0.0154984 0.0135041 0.0322606 0.02673 0.0152371 0.00833765 0.0307061 0.0133626 0.0121919 0.0105603 0.00758208 0.0209995 0.0178953 0.00689942 0.0145727 0.0129287 0.00267267 0.00573057 0.00553054
internal_count=3121 2781 2733 340 325 323 2719 2617 2576 2438 2300 138 125 313 217 309 80 1987 264 246 97 74 145 117 229 98 102 54 72 96
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=39 42 376 3 8 484 43 16 1 48 2 3 0 160 12 12 2 48 0 1 42 2 4 133 2 1 2 12 2 52
split_gain=0.000486782 0.000851247 0.000810796 0.00063183 0.000567583 0.000674371 0.000555516 0.00139362 0.00100916 0.00109576 0.00119429 0.000942199 0.000736727 0.000736248 0.000804722 0.00079679 0.000755906 0.000691587 0.00060123 0.000888754 0.00118585 0.000804754 0.000715161 0.000597331 0.000561929 0.000877519 0.000421108 0.000342472 0.000321568 0.00031557
threshold=0.15619500000000003 -0.11466499999999999 0.088470000000000007 0.31299000000000005 0.08573500000000002 -0.0068949999999999992 -0.074359999999999996 0.22339500000000004 0.13707500000000003 0.12879500000000002 0.090425000000000019 -0.0080949999999999998 -0.10151999999999999 0.10648000000000001 0.098810000000000023 0.085885000000000017 0.11585500000000001 0.086260000000000017 -0.061629999999999997 0.099400000000000002 0.090835000000000013 0.084055000000000005 -0.49013999999999996 -1.0000000180025095e-35 0.093175000000000022 0.093575000000000019 0.098035000000000011 0.091545000000000015 0.11215000000000001 -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=1 -1 3 4 5 26 11 8 9 10 12 18 17 14 15 16 24 23 19 21 -21 -7 -20 -8 -12 -26 -3 -24 -27 -25
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 22 20 -22 -23 27 29 25 28 -28 -29 -30 -31
leaf_value=-0.0019459202097853164 0.0020428580949214013 -0.0031261073889013607 0.0024344704235175897 0.0022015346208111154 0.0021933131942609937 0.0006970967219227718 -0.0015485264150419487 -0.002413582201110538 0.002533756378723457 -0.0031264520756770784 0.0010090032919964124 0.003057706522217147 -0.0022260899483666661 0.0030072848878773622 -0.0022098084013468422 0.0020690580323194561 0.002218394820552437 -0.0022449523190494771 -0.00056029295457617569 0.0024183191763339738 -0.0015640938896342596 -0.0025454019953283025 0.0029219310816236493 -3.4583033118579376e-05 -0.0029565053534884025 0.00099245680404293343 -0.00063814615663059914 0.00094539053507601426 -0.0011570511505488593 0.0019849380628886829
leaf_weight=0.0022697003978144883 0.0010818433362231863 0.0011392494933466493 0.001314803807602515 0.0011788576462734559 0.0010138409385831429 0.0010877866852219151 0.0012006153230750272 0.0028071758207204303 0.0013566714693098439 0.0012174129362172428 0.0019264969766865647 0.0012313953337397274 0.0029812730678227062 0.0010849223143907247 0.0011147820109336246 0.0026285891590944743 0.0013166624215870115 0.0013571360722863801 0.001957414335095109 0.0017814221785812379 0.0012385459069008675 0.0023936059878923999 0.0015093950627331756 0.0014010820345902175 0.001492246626639826 0.0015054935877287789 0.0015959222741823709 0.0019803806386562428 0.0012402865022522747 0.0016421286555896508
leaf_count=169 26 366 56 107 31 129 34 206 27 25 29 70 627 16 110 159 49 22 27 63 27 403 53 18 31 37 106 58 14 26
internal_value=0 -7.74462e-05 1.53609e-05 -5.63065e-05 -0.000117917 -0.000173459 -6.94003e-05 -0.000332113 -8.31101e-05 -0.000243688 -7.57016e-05 0.000454292 -0.000970773 0.000548347 0.000310676 0.000588604 6.84312e-05 -0.000302594 0.000185989 -0.000455836 0.000785056 -0.00153226 0.000952024 0.000318553 -0.000390773 -0.00102708 -0.00167443 0.00180028 2.15103e-05 0.00105516
internal_weight=0 0.0479653 0.0456956 0.0443808 0.0432019 0.0421881 0.0394529 0.026273 0.0234658 0.0221091 0.0208917 0.0131799 0.00858224 0.0123095 0.0112246 0.0101098 0.00748119 0.00560096 0.0119486 0.00650136 0.00301997 0.00348139 0.00544719 0.00424383 0.00616452 0.00423803 0.00273517 0.00348978 0.00274578 0.00304321
internal_count=3121 3095 2926 2870 2763 2732 2260 1430 1224 1197 1172 830 727 445 429 319 160 100 760 622 90 532 138 78 111 82 472 111 51 44
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=39 31 4 151 41 42 376 3 0 3 43 42 160 14 11 50 142 13 2 52 34 0 3 16 156 457 16 51 4 47
split_gain=0.00213462 0.00207289 0.00217866 0.00227144 0.0022071 0.00190695 0.00179673 0.00172972 0.00213517 0.00266826 0.00228424 0.00221569 0.00217211 0.00196603 0.00167576 0.00152611 0.00225161 0.00151513 0.00237557 0.00149599 0.00144335 0.0013984 0.00137954 0.00133331 0.00169061 0.00175707 0.0013791 0.00118045 0.00168854 0.00162255
threshold=0.16946000000000003 -1.0000000180025095e-35 0.27834500000000006 -0.27559499999999998 0.078475000000000017 -0.11466499999999999 0.088470000000000007 -0.10831999999999999 -0.10607499999999999 0.20828500000000003 -0.074359999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10708499999999999 0.080455000000000013 0.11875500000000001 -0.073359999999999995 0.073000000000000023 0.10855000000000002 0.091820000000000013 -0.112215 -0.084044999999999995 0.10732000000000001 -0.007794999999999999 0.080810000000000007 -0.0029299999999999994 0.061255000000000011 0.087505000000000013 0.0052350000000000009 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 -1 4 -4 5 -3 7 14 13 10 11 -10 -13 -9 17 16 -5 -7 19 -19 -18 -14 -12 24 25 -15 -25 29 -29 -27
right_child=-2 2 3 15 -6 6 -8 8 9 -11 22 12 21 23 -16 -17 20 18 -20 -21 -22 -23 -24 26 -26 27 -28 28 -30 -31
leaf_value=0.0014287537555472257 0.0014289441289927606 -0.0010428467736417393 -0.0013674915718629751 -0.0012696868014231066 -0.0012475050233593666 0.00099987057315230137 0.001059688676072375 -0.0013081729529044338 -0.0014087060116767353 0.0014285336132078832 -0.0012960820010502045 -0.0010580715223517596 -0.00070779327028431844 -0.00085617841925792642 -0.00080651565230383145 -0.00071505604617143359 -0.00049112208737790892 9.383868331277563e-05 0.00099386844728938041 -0.0014289534773893073 0.00094615831845507362 0.00066006507056731549 -0.00039686360234655985 0.0013635376171646451 -0.0011216142413856781 0.00089499385257269968 -0.00010923956623900657 -0.0010923190900666315 0.00038307622607531747 -0.00017818366394197583
leaf_weight=0.0019339181704083322 0.002062006870772847 0.0042545198346033422 0.0014227285646484225 0.0011608914737735168 0.0036202675262586572 0.0063488160676570269 0.0028122511007495623 0.0020560867546919317 0.0024669858960209021 0.0014277732714162985 0.009432542358872819 0.0027014866354235787 0.0018982345567337688 0.0032321216688373502 0.0024545906520216923 0.0018706371702137395 0.001593530352693052 0.0034060666540511875 0.0036102099484196515 0.0021449738528076523 0.013511729091490565 0.0077498311385113521 0.005516096639667011 0.003260742877955628 0.0024868296321187691 0.0085195432322109355 0.0021539398362619977 0.0026489760219305927 0.0039308467394221225 0.0043374321612645881
leaf_count=84 23 145 15 4 101 46 27 30 159 25 1092 329 124 41 93 14 8 44 10 15 254 169 39 33 33 80 18 32 18 16
internal_value=0 -3.73991e-05 -6.27084e-05 0.000370381 -0.000154316 -0.000109773 -6.28469e-05 -0.000101447 -0.000211655 -0.000478847 -0.00057034 -0.000172901 7.39678e-05 4.37976e-05 0.000290067 0.000506707 0.000647212 0.00046361 9.19773e-05 -0.000494582 0.000794532 0.000390942 -0.000964267 0.000134728 -3.66398e-06 0.000118978 0.000777673 0.000281135 -0.000210904 0.000532946
internal_weight=0 0.113965 0.112031 0.0195595 0.0924712 0.0888509 0.0845964 0.0817841 0.0638195 0.031193 0.0297652 0.0148165 0.0123496 0.0326265 0.0179647 0.0181368 0.0162662 0.0155101 0.00916125 0.00555104 0.0151053 0.00964807 0.0149486 0.0305704 0.0251557 0.0226689 0.00541468 0.0194368 0.00657982 0.012857
internal_count=3121 3098 3014 295 2719 2618 2473 2446 2238 1937 1912 781 622 301 208 280 266 115 69 59 262 293 1131 271 220 187 51 146 50 96
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=4 41 12 14 3 159 374 39 3 0 0 15 42 2 16 15 3 1 49 16 457 2 40 15 52 0 16 15 2 12
split_gain=0.000489927 0.000729434 0.000687196 0.000524551 0.000679479 0.000630637 0.000553242 0.000578521 0.000737077 0.000774927 0.000754407 0.000763308 0.0006759 0.000609216 0.000575494 0.000631879 0.000856781 0.0010204 0.000561632 0.000619503 0.00054437 0.000740138 0.000521017 0.000518877 0.000638231 0.000467351 0.000392776 0.000555394 0.000310783 0.000288691
threshold=0.27834500000000006 0.078475000000000017 -0.040564999999999997 -0.10708499999999999 0.30112000000000005 0.10407500000000001 1.0000000180025095e-35 0.0046100000000000004 -0.12018999999999998 -0.060129999999999996 -0.10607499999999999 0.091650000000000023 -1.0000000180025095e-35 0.10097500000000002 -0.084119999999999986 0.024640000000000006 0.10732000000000001 0.095285000000000022 -0.006494999999999999 -0.032969999999999992 -0.0029299999999999994 0.09678500000000001 -0.083394999999999983 -0.090344999999999995 -0.024714999999999997 -0.11756999999999999 -0.16075999999999999 -0.23032499999999997 0.11018500000000002 -0.095379999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 8 9 -5 18 12 -12 -11 -14 16 17 -16 20 25 -10 -22 -9 24 -4 -20 27 -26 -15 -24
right_child=2 -3 23 4 -6 -7 -8 22 10 13 11 -13 14 28 15 -17 -18 -19 19 -21 21 -23 29 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00307798789257156 0.004188302057173807 -0.0033542092100542881 0.0022003408791326758 -0.0020773704083749413 0.0032669147288027392 -0.0033841820749485477 -0.0031366310426774622 0.0041392716091829939 -0.0031152165486217722 0.0035971241200207504 -0.0038188668288633011 -0.0042916447423629166 -0.0029900303842884815 -0.001142048385779214 -0.0036228211618036924 0.002749674832969372 0.0017466994959320749 0.00084749975467862399 -0.001198973705164891 0.0030275312894257984 0.0012226535255718295 -0.0021660829914743641 -0.0012634277499039056 0.0025685749194574474 0.0013700745373931103 0.0020961495932735261 -0.003338332656122398 -0.0021777271256522858 0.0018595244732303776 0.0014444848882119588
leaf_weight=0.0010810182566842732 0.0010255095017868143 0.0013392891891683681 0.0015512090230060949 0.0010912724177387645 0.0011062273081705589 0.0010753387206472445 0.0010354734178292793 0.0010352456418232237 0.0012981471263167066 0.0021862840844164488 0.0012702764175394074 0.0013964622799802493 0.0013876188796544354 0.0011504530117747436 0.0022361428641444374 0.0012888699355722011 0.0019500305670305806 0.0016224190662370575 0.0020460775780151153 0.002157485030537025 0.0032758590459707193 0.0018610561269269965 0.0010081864435917964 0.0016482769738672687 0.0017403919477203544 0.0012937352581445793 0.0010187042416873737 0.0015239882942523764 0.0014182250608172353 0.002580508137604908
leaf_count=40 151 103 27 62 60 167 22 67 35 36 553 379 242 43 456 122 26 67 45 29 38 24 41 57 61 23 13 31 34 67
internal_value=0 -0.000241933 0.000894082 -0.000131815 -4.52021e-05 -0.000147934 -4.73247e-05 4.801e-05 -0.000177251 0.00118379 -0.000521945 -0.00132438 -0.000899618 0.00193223 -0.000462586 3.15528e-05 -0.000571572 -0.00174317 0.000227998 0.00123525 -0.000632468 -5.05389e-06 0.00145739 0.000442598 -0.000158022 7.74503e-05 -0.00101215 -0.00028623 0.000515188 0.00068374
internal_weight=0 0.0391917 0.00850808 0.0378524 0.0367714 0.0356652 0.0345898 0.0335544 0.0289304 0.00584623 0.0230842 0.0111518 0.00975536 0.00475496 0.00848508 0.00709746 0.00580859 0.00385856 0.0119324 0.0054973 0.00643506 0.00513692 0.00462394 0.00748257 0.00583429 0.00333981 0.00428308 0.00326438 0.00256868 0.00358869
internal_count=3121 2781 340 2678 2638 2578 2411 2389 2214 175 2039 1845 1466 113 913 671 549 523 194 97 97 62 175 189 132 68 105 92 77 108
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=31 39 4 151 14 42 376 160 1348 157 1373 11 50 403 1455 42 13 1 3 49 16 457 38 457 0 52 0 474 150 133
split_gain=0.00260212 0.0025566 0.00248451 0.00282844 0.00210346 0.00217037 0.0032625 0.00255559 0.00237033 0.00204683 0.00181343 0.00182723 0.00159449 0.00158586 0.00161832 0.00181248 0.00207734 0.00299759 0.00194615 0.00257865 0.00198319 0.00189037 0.00198666 0.00168659 0.00196748 0.00319557 0.0020353 0.00151621 0.00150347 0.00177416
threshold=-1.0000000180025095e-35 0.16946000000000003 0.27287000000000006 -0.27559499999999998 0.076175000000000007 -1.0000000180025095e-35 0.048375000000000008 -0.091944999999999985 0.084620000000000015 0.087580000000000005 0.099250000000000019 0.080455000000000013 0.11875500000000001 -0.092474999999999988 1.0000000180025095e-35 0.091735000000000025 0.41383500000000001 0.122185 -0.10831999999999999 -0.090734999999999982 0.25792000000000009 0.5717850000000001 0.10657000000000001 -0.0029299999999999994 -0.10607499999999999 0.08257500000000001 -0.076234999999999983 0.084855000000000014 -0.10114999999999998 -0.014339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 28 9 10 11 13 -5 -9 15 18 17 -17 -15 -20 21 22 23 -21 -25 26 -26 -2 -7 -30
right_child=1 -3 3 12 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0012439489944150134 -0.00067716745517818258 0.0012442040585399438 -0.0011981812802533927 0.00055928649456867506 -0.0010919713450222228 0.00064343114272051073 0.00098627042929383835 -0.0012435528925137166 0.0011603213407998436 -0.0011912419631301312 -0.0012439778848204824 -0.0012436144380013872 -0.0005072773454010734 0.00067340408938430297 -0.0012435990699318485 -0.001018820958143369 0.0012448104483121147 0.00051451851720829144 -0.00089547609953849754 -0.00064595572223252436 -0.00090821680230985006 -0.0012301323533867444 -0.0010426397944008231 0.00075589447790865624 -0.001125429340868555 0.00080270016953637414 0.00018460970558459671 0.0006758891934324087 0.00054705142506367567 -0.0012436601639175071
leaf_weight=0.0024268425657965045 0.014092940728488657 0.0022974964472837192 0.0017942580789167542 0.01791723866655559 0.0036133366603507957 0.0010055644452222623 0.0044652244563962986 0.0014671780821799976 0.0024872354059652926 0.0024506522596396954 0.0018638165320794533 0.0017779916098277218 0.002465404490067157 0.01035045976914261 0.0014293905726105996 0.0066284855402187759 0.001097308238968254 0.002805664445986622 0.0038746076490241413 0.002304819944015434 0.002452649098472647 0.0012843089816669808 0.0016016495428630142 0.015708453168087985 0.0034989269836813589 0.0056825017645110165 0.0038526067700388805 0.0014084729051120357 0.0010005125950556248 0.0058999287425471891
leaf_count=86 762 21 15 277 96 5 61 169 35 86 17 65 15 43 113 253 1 12 53 77 76 7 7 80 218 91 33 37 24 286
internal_value=0 -5.57101e-05 -7.936e-05 0.000298526 -0.000159859 -0.000126343 -4.83012e-05 -0.00010567 -3.25794e-05 -7.4886e-05 -3.44639e-05 -2.12689e-07 0.000430279 3.43094e-05 6.42725e-05 9.4848e-05 -0.000374472 -0.000562814 0.000192507 6.88747e-05 0.000171565 0.00024961 0.000307819 0.000377485 0.000459554 0.000102407 -0.000438897 -0.000554227 -0.000777025 -0.00098402
internal_weight=0 0.128579 0.126282 0.0221769 0.104105 0.100491 0.0849899 0.0805247 0.0726187 0.0701315 0.0676808 0.065817 0.0203826 0.064039 0.0625718 0.0611424 0.0105315 0.00943415 0.050611 0.0402605 0.0363859 0.0339333 0.032649 0.0310473 0.0287425 0.013034 0.00735153 0.0155014 0.00790601 0.00690044
internal_count=3121 3035 3014 307 2707 2611 1812 1751 1436 1401 1315 1298 292 1233 1064 951 266 265 685 642 589 513 506 499 422 342 251 799 315 310
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=14 148 484 15 11 160 13 13 160 1 156 52 3 48 151 133 3 16 14 457 150 0 39 49 42 16 2 0 15 2
split_gain=0.0005018 0.000490153 0.000809476 0.00066318 0.000895211 0.000589775 0.000677252 0.000813775 0.000803647 0.000793999 0.000708497 0.00076936 0.000590762 0.00103182 0.000740479 0.000597163 0.000543351 0.000529926 0.000522411 0.000475463 0.000435755 0.000553799 0.000529835 0.000426794 0.000463171 0.000393157 0.000389811 0.000346145 0.000378566 0.000284085
threshold=0.076175000000000007 -0.043434999999999994 -0.0068949999999999992 -0.24436499999999997 0.087830000000000005 -0.090969999999999981 -0.53104499999999988 -0.084034999999999985 -0.081069999999999989 0.098220000000000016 0.088305000000000008 0.10744000000000002 0.11296500000000002 0.095425000000000024 -0.080994999999999998 -1.0000000180025095e-35 -0.12711499999999995 -0.074929999999999983 -0.46885499999999997 0.091015000000000013 0.086135000000000017 -0.14226499999999997 0.090880000000000016 -0.088694999999999982 0.084050000000000014 -0.52595999999999987 0.087015000000000023 -0.057069999999999989 -0.10091499999999999 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=1 19 29 18 5 17 -7 9 -9 23 11 12 13 14 -10 -16 -17 -5 -4 25 21 -18 26 -8 -25 -1 27 28 -23 -3
right_child=-2 2 3 4 -6 6 7 8 10 -11 -12 -13 -14 -15 15 16 20 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010280346601797372 -0.0014570724099364986 -0.0026980730001353219 -0.00031890333640442964 -0.0028880684572732515 -0.0025232876541942499 -0.0020710258280671333 -0.0011341236772680816 0.0022087283933835975 0.0012675014042891715 0.0023307903139766482 -0.0025279671584783219 0.0018775601711458086 -0.0019428186476735864 0.0018942922311267845 -0.0023790286902208571 -0.0020988521219857531 0.0020359836334137684 -0.0003540763781060856 0.00199745745329801 0.0026170826799247898 -0.0015034693573932867 0.00033645493769960175 0.0015189117146923359 0.0012532557612858512 -0.00087729855245794592 0.0013717791240566322 -0.0018612243105608009 0.0010913191678031786 -0.001991550308244194 -0.00075397407290112093
leaf_weight=0.0010033818837484887 0.0019575930876172256 0.0011443966270436859 0.0012189700282014826 0.0010176199988976009 0.0011972395076966782 0.0011150845895144803 0.0012054756905399699 0.0012019342087441478 0.0019718439389251339 0.0025218100662200982 0.0010531511115452466 0.001517623405746348 0.0015925234986298156 0.0019070416211519605 0.0014511997183372935 0.0013672466105560848 0.0011050472867282146 0.0021263641061803886 0.0024318351925103334 0.0011313561829240371 0.0016193935763055833 0.0012404046449319122 0.001233752327266302 0.003849675549943754 0.0010923927371493392 0.0013159933550070937 0.0014427820746902853 0.0013233336103226894 0.0010983179058419107 0.0013859975309395978
leaf_count=26 101 350 35 105 73 15 26 50 81 87 119 93 20 61 399 28 10 223 191 54 39 11 18 90 239 68 189 27 179 114
internal_value=0 3.65595e-05 -5.05325e-05 5.24133e-05 -6.89271e-05 1.7361e-05 0.000138566 0.00022126 -8.44706e-05 0.000966269 -0.000222812 -9.41631e-05 -0.000266603 -9.72282e-05 -0.00037138 -0.000643368 -0.000401879 -0.00117426 0.00122405 0.00108226 -0.000145875 0.000149476 -0.000179411 0.000406523 0.000782319 0.000333599 -0.000589867 -8.89762e-05 -0.00075683 -0.00163321
internal_weight=0 0.0448832 0.0414325 0.0389021 0.0352513 0.034054 0.03091 0.0297949 0.0211256 0.00866935 0.0199237 0.0188705 0.0173529 0.0157604 0.0138533 0.0118815 0.0104303 0.00314398 0.00365081 0.00345073 0.00906303 0.00744364 0.00633859 0.00614754 0.00494207 0.00231938 0.00510484 0.00366206 0.00233872 0.00253039
internal_count=3121 3020 2872 2408 2182 2109 1781 1766 1324 442 1274 1155 1062 1042 981 900 501 328 226 148 473 434 424 355 329 94 406 217 190 464
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=4 11 1456 3 49 2 16 1 49 2 2 16 1 15 2 51 51 151 16 1 2 13 4 151 14 12 16 2 43 15
split_gain=0.00042047 0.000663619 0.00058718 0.000587001 0.000743824 0.000610064 0.000494427 0.000639877 0.000660198 0.000555532 0.00058773 0.000678014 0.000967558 0.000622536 0.000688509 0.00053616 0.000617888 0.00046142 0.000596343 0.0005532 0.000630027 0.000457743 0.000368707 0.000764801 0.000566648 0.000740504 0.000306289 0.00030455 0.00076835 0.000242202
threshold=0.27287000000000006 0.080455000000000013 -1.0000000180025095e-35 -0.12018999999999998 0.0034800000000000005 0.11018500000000002 -0.36241499999999999 0.094385000000000011 0.006170000000000001 -1.0000000180025095e-35 0.090790000000000023 -0.16927999999999996 0.13146500000000003 -0.074054999999999996 0.11474000000000002 0.08955500000000001 0.045645000000000005 -0.082229999999999984 -0.084119999999999986 0.080000000000000016 0.084055000000000005 -1.0000000180025095e-35 0.40945500000000007 -0.072119999999999976 -0.46885499999999997 0.12477500000000001 -0.50992999999999988 0.097845000000000015 -0.27207999999999993 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 26 8 15 -9 11 -11 -13 29 -15 16 17 -8 -19 20 -20 -4 -2 -24 -25 -26 -5 28 -22 -12
right_child=22 -3 3 6 -6 -7 7 9 -10 10 13 12 -14 14 -16 -17 -18 18 19 -21 27 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0025625661053763882 0.0022515328842608643 -0.0026069467814860657 0.0010883381490128829 -0.0006707993727185635 0.0035338649508200879 0.0024710687057828088 -0.0028134162943831763 0.0031551387163010849 -0.0032845401605688263 0.0010635271428280477 0.0012914137087484546 -0.0037359184954532782 0.00012499968900424451 -0.0017877644434396254 0.0016787309445631174 -0.0026998605578961356 0.001860880952198533 -0.002607640563982252 0.0033711796160033562 -0.001736906542009932 0.0014132290086012146 -0.0018879898055694073 -0.0021356530173865964 -0.00095267539572505271 0.0029036622558761649 -0.00081009311276679114 -0.003299765320764844 0.0012110967806891778 -0.0030147774582532419 0.0037361970409656381
leaf_weight=0.0012989856651888223 0.0017548121013533091 0.0015342597015859374 0.0012686149028979798 0.0014418044291488741 0.0013375561272752634 0.0012985039440991386 0.0010723191148143156 0.0010367814216252222 0.0011967948792888103 0.0023661329510105134 0.0010038728927384008 0.0015601611159752338 0.0021597300028588506 0.0014484962319443176 0.0017848937304165702 0.0012445166390842042 0.0018418834646993796 0.0012207872592311375 0.0010656481563806625 0.0015439224638615912 0.0010898066191806811 0.0016708845296591326 0.0013885865484724036 0.0014771442883763086 0.0025146213018762964 0.001067302384335278 0.0010829906262514967 0.0019888543964192706 0.001097709390350584 0.0012950475985888943
leaf_count=280 60 139 31 41 21 13 137 60 346 21 45 145 17 42 54 119 37 327 43 230 17 52 45 42 191 14 61 100 333 58
internal_value=0 -0.000201628 -9.74293e-05 -3.57256e-06 0.00110509 0.000338547 -0.000220144 -6.6979e-05 -0.000637119 0.000535018 0.000301208 -0.00049987 -0.00149431 0.00118246 0.000125808 -0.000376675 -0.000111931 -0.000512159 -0.000203958 0.000228463 0.000807319 -0.000603481 0.000733345 0.00032015 0.000994206 0.00179708 -0.00179847 0.000153121 -0.000808773 0.00266863
internal_weight=0 0.036951 0.0354167 0.0341177 0.00557556 0.004238 0.0285422 0.0260174 0.0133622 0.0126551 0.0116183 0.00608602 0.00371989 0.00553231 0.00323339 0.0121654 0.0109209 0.00907905 0.00800673 0.00678594 0.00524202 0.0029395 0.00820247 0.00644765 0.00505907 0.00358192 0.0025248 0.00417637 0.00218752 0.00229892
internal_count=3121 2769 2630 2350 117 96 2233 2131 1689 442 382 183 162 199 96 1343 1224 1187 1050 723 493 83 352 292 247 205 102 450 350 103
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=124 457 457 447 484 1213 160 1 15 42 2 39 13 3 47 52 52 1374 0 2 49 1 3 13 13 3 42 12 2 13
split_gain=0.000430632 0.000417069 0.000785679 0.000544606 0.000532895 0.000441555 0.000376605 0.000436743 0.000755675 0.000728596 0.000662638 0.000654756 0.000615159 0.000550942 0.000566204 0.000558635 0.000539049 0.000536398 0.000799281 0.000522563 0.000448046 0.000369478 0.000541443 0.000575702 0.000358634 0.000350495 0.000321934 0.000389155 0.000196339 0.000179218
threshold=-0.043384999999999993 -0.15747999999999998 -0.072694999999999996 0.089095000000000021 -0.0068949999999999992 -1.0000000180025095e-35 -0.40698999999999991 0.12500000000000003 0.095175000000000023 0.091735000000000025 0.11093500000000002 0.089535000000000017 -0.041739999999999992 -0.097604999999999983 0.092530000000000015 0.091820000000000013 -0.10925999999999998 -0.094929999999999987 -0.23001499999999997 0.092120000000000021 -1.0000000180025095e-35 0.095285000000000022 0.086245000000000016 -0.019614999999999997 0.10935500000000002 0.11296500000000002 -1.0000000180025095e-35 -0.093619999999999995 0.11177500000000001 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=26 -2 -3 4 28 -6 -7 8 9 11 -11 13 -9 15 16 19 -15 -18 -19 24 -20 22 23 -22 -8 29 -1 -28 -4 -14
right_child=1 2 3 -5 5 6 7 12 -10 10 -12 -13 25 14 -16 -17 17 18 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020263865471692441 0.0021735393829513203 -0.0033950271964520435 -0.0032170949733440002 0.00236275761166532 -0.0021371744318358201 -0.0021555424292026217 -0.00048836575993071367 0.0030830075547519527 -0.0027187602710993498 -0.0036750057633528612 7.3334553160025123e-05 -0.0024749521827816296 7.403314906731821e-05 -0.0023446021066720864 -0.0019990133647779856 -0.00065255817293190634 -0.0014367212902913981 0.0031133421019359114 -0.001622959295522687 0.0033539730385874081 0.00065312927518769936 0.0021121267192608013 0.001482933261343314 -0.0031804828169692393 0.0023795809853387681 -0.001418638598572817 0.00074240519960015662 0.0038105727120218767 -0.00088142053533748945 0.002141844548851495
leaf_weight=0.0015557123487681679 0.001089145682822589 0.0010975952530367641 0.001069770365003552 0.0012361962067757295 0.0014697945297026385 0.0011376622244787518 0.0013789700932562597 0.0015625008271005214 0.0015353369564081723 0.0013804248254851706 0.0013588054541173733 0.001193393255874752 0.0012652776459880491 0.0010274826325957749 0.0017747500148814774 0.0015092938320506732 0.001706222175620554 0.0018783940199682469 0.001381221423898185 0.0022295635045068707 0.0012098655543102445 0.002037941175188962 0.0022563250277016778 0.0010733169385997053 0.0011703810587135877 0.0012415765497166831 0.0014536882811952978 0.0010223292217954585 0.001021529753810313 0.0011724866798275002
leaf_count=65 29 172 343 70 464 196 46 100 135 175 49 26 25 143 63 27 46 24 68 112 134 34 14 241 26 19 52 142 55 26
internal_value=0 -0.000151636 -0.000217626 -0.000124074 -0.000209368 -9.43763e-05 -1.93836e-06 7.62301e-05 -0.000125336 3.67463e-05 -0.00181563 0.000269213 0.00107993 0.000427927 1.56959e-05 0.00136837 0.000300134 0.000535545 0.000877632 0.00200662 0.000349962 0.000764263 0.000159161 -0.00114904 0.000828279 0.000229282 0.00115574 0.00200923 -0.0020762 0.00106858
internal_weight=0 0.0394652 0.0383761 0.0372785 0.0360423 0.033951 0.0324812 0.0313435 0.0261017 0.0245664 0.00273923 0.0218271 0.00524184 0.0206337 0.0143455 0.00628821 0.0125708 0.0115433 0.00983706 0.00477891 0.00795867 0.00657745 0.00453951 0.00228318 0.00254935 0.00367934 0.00403173 0.00247602 0.0020913 0.00243776
internal_count=3121 2862 2833 2661 2591 2193 1729 1533 1363 1228 224 1004 170 978 767 211 704 561 515 184 491 423 389 375 72 70 259 194 398 51
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=29
num_cat=0
split_feature=1429 1 0 3 159 2 14 49 2 4 47 2 457 160 131 0 48 48 12 12 42 43 42 2 13 52 52 2
split_gain=0.000423316 0.000444697 0.000768319 0.000887535 0.000632761 0.000519833 0.000649237 0.000413315 0.00072846 0.000640125 0.000530043 0.000682541 0.000642554 0.000629154 0.000540698 0.000609298 0.000797712 0.000638422 0.000500748 0.000401083 0.000447226 0.000473321 0.000947354 0.00034484 0.00033694 0.00027841 0.000277306 7.79961e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.084044999999999995 0.013900000000000001 0.076905000000000015 0.14753000000000002 -0.10708499999999999 0.0093850000000000027 0.11510000000000002 -0.17966999999999997 0.13206500000000002 0.11510000000000002 -0.0029299999999999994 -0.030779999999999998 0.023795 -0.10607499999999999 0.086035000000000014 -0.032929999999999994 0.082480000000000012 0.098810000000000023 -1.0000000180025095e-35 -0.16318499999999997 0.084145000000000011 0.10613000000000002 -0.0087749999999999981 0.092650000000000024 -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
left_child=-1 2 3 -2 5 6 -3 9 -9 -8 11 12 -11 -14 15 16 24 -17 -19 20 -4 -22 25 -6 -15 26 -23 -26
right_child=1 4 19 -5 23 -7 7 8 -10 10 -12 -13 13 14 -16 17 -18 18 -20 -21 21 22 -24 -25 27 -27 -28 -29
leaf_value=-0.0015847408809962159 -0.0027213364220990618 -0.001598156743737151 -0.0012062749318690988 0.00027942369839288752 0.00053901210053107647 0.0019772411671672161 -0.0021367154591277145 0.0023359530463502205 -0.00026958530923379431 -0.0015215232898903202 -0.0012157435275932341 0.0020957251966365813 -0.001330061929366703 0.00053427176368584992 0.0019766429411032459 0.0012298863125507298 -0.00033430667705443393 -0.00011902780293165081 -0.0024535613281844626 -0.0012500992421235182 0.0022011374755632682 0.00062373309472093738 -0.0018185995153739262 0.0023325848242213478 0.002700033198287273 2.9261582085670137e-05 0.002550970033235431 0.0017000282060855216
leaf_weight=0.0012426427244012208 0.0019172030852230284 0.001768482677615423 0.0012841979727662442 0.0011785966000843473 0.0017500966946020205 0.0010151183047710779 0.001016801173811639 0.0015776440075683231 0.0016009222715069882 0.0016544091976626882 0.0020720582575108884 0.0013537639087815015 0.0015912765806191951 0.0013877604998597803 0.00157560448566585 0.0010158978757317536 0.0027765567975563954 0.0013471744709381344 0.0013746515249835056 0.001589483464653263 0.001073529461336876 0.0011984464799947858 0.0012752745713036084 0.0014527486392568179 0.0012277730137384389 0.0016179563644982409 0.0010263593551371741 0.0010906261518215388
leaf_count=154 764 52 262 19 145 66 70 57 41 65 27 65 130 35 113 9 32 74 225 204 9 32 269 128 9 13 11 41
internal_value=0 2.75411e-05 -0.00040846 -0.00157892 0.000212614 6.91362e-05 -1.0145e-05 0.000113774 0.00102364 -3.46566e-05 8.10802e-05 0.000244972 7.84037e-05 0.000276123 0.000492796 0.000264043 0.000768558 -0.000610988 -0.00129808 -8.74428e-06 0.00025519 0.000558314 0.000213725 0.00135254 0.00159479 0.000888181 0.00151282 0.00222961
internal_weight=0 0.0408104 0.012161 0.0030958 0.0286494 0.0254465 0.0244314 0.0226629 0.00317857 0.0194844 0.0184676 0.0163955 0.0150417 0.0133873 0.011796 0.0102204 0.00648272 0.00373772 0.00272183 0.00906525 0.00747576 0.00619157 0.00511804 0.00320285 0.00370616 0.00384276 0.00222481 0.0023184
internal_count=3121 2967 1583 783 1384 1111 1045 993 98 895 825 798 733 668 538 425 117 308 299 800 596 334 325 273 85 56 43 50
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=30
num_cat=0
split_feature=51 39 47 52 50 1 39 15 2 42 39 457 2 2 4 160 41 3 3 1 43 151 15 16 4 15 15 0 1
split_gain=0.000430736 0.000634471 0.000513684 0.000598381 0.000576646 0.000645929 0.000558611 0.000588 0.000596116 0.000463631 0.00062054 0.000553474 0.000496338 0.00103863 0.000766942 0.000900335 0.00050167 0.000629439 0.000643396 0.000655685 0.00057052 0.000421605 0.000401209 0.000370966 0.000381353 0.000438614 0.000355516 0.000146739 8.23149e-05
threshold=-0.40274499999999996 0.13507500000000003 0.12431000000000002 0.12603000000000003 0.11815500000000002 0.11323000000000001 0.092870000000000022 0.095175000000000023 0.11474000000000002 -0.094469999999999985 0.085060000000000011 -0.0029299999999999994 0.11215000000000001 0.10882500000000002 -0.49405499999999997 -0.090969999999999981 0.077565000000000009 -0.097604999999999983 0.10299500000000002 1.0000000180025095e-35 0.08845500000000002 0.06617000000000002 -0.10653 -0.15012499999999998 0.0061450000000000003 -0.095244999999999982 0.013270000000000002 -0.060129999999999996 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
left_child=-1 2 4 -4 5 6 7 8 9 -2 11 -11 13 14 -13 -16 17 20 19 -19 27 22 28 -21 25 -25 -24 -17 -7
right_child=1 -3 3 -5 -6 21 -8 -9 -10 10 -12 12 -14 -15 15 16 -18 18 -20 23 -22 -23 26 24 -26 -27 -28 -29 -30
leaf_value=-0.0021541557164375873 -0.002578351561556991 0.0030310534190839933 -0.0037663223191890909 0.00044771811228099971 -0.0027687446089142004 0.0025099875146161262 -0.0027647414424051783 -0.0024876006444772831 0.0029204496820812616 -0.0023543410988053869 0.0031071358722547559 -0.0027492666946791105 -0.0018410161042160989 0.0039727472396782794 -0.0031634863077623491 0.0020202311336781301 -0.0021567507043755807 -0.0024320017343780116 0.0022213588641112176 0.0025081390643798863 -0.00036181467116082078 -0.00069271122564045742 -0.00067215609731655589 0.00089685358388537785 0.0013007479308768609 -0.0024375205188861006 0.0024421821635635544 0.0039281105515695082 0.0041246674888812474
leaf_weight=0.0015584387111093881 0.0010902604182838607 0.0011833456706611392 0.0013036441575025029 0.0010230865112248466 0.0011634373218871721 0.0010898753301944453 0.001254422418174527 0.0014691253719902866 0.0012966073623275056 0.0015541189364247634 0.0011652777771899983 0.0014388273003085169 0.0018488865063215334 0.0012883392135236696 0.0011254408006298152 0.0011103040657580721 0.0010020598362601154 0.0018081957133660211 0.0023123171029624245 0.0011508970964086984 0.0010397117976026493 0.0012576007614413243 0.0012558765089281101 0.0011307734087040444 0.0019389269940077725 0.0016509822981136679 0.0012384526614042102 0.0017936481575588784 0.0010589450807971801
leaf_count=114 172 35 47 26 161 26 52 323 79 170 83 105 33 37 151 66 53 710 35 18 10 24 85 24 41 223 36 24 158
internal_value=0 5.70649e-05 -3.58895e-05 -0.00191337 8.70482e-05 0.000183718 -7.37018e-05 5.03378e-05 0.000195161 5.06299e-05 0.000173337 1.92961e-05 0.000198029 0.000398661 0.00013557 0.000393972 0.000661997 0.000864681 0.000313993 -0.000260299 0.00225996 0.00142568 0.00199945 0.000408493 -0.000103398 -0.00108211 0.000874136 0.00319865 0.00330571
internal_weight=0 0.0390434 0.03786 0.00232673 0.0355333 0.0343699 0.0284691 0.0272147 0.0257456 0.024449 0.0233587 0.0221934 0.0206393 0.0187904 0.0175021 0.0160633 0.0149378 0.0139358 0.00999209 0.00767978 0.00394366 0.00590075 0.00464315 0.00587158 0.00472068 0.00278176 0.00249433 0.00290395 0.00214882
internal_count=3121 3007 2972 73 2899 2738 2409 2357 2034 1955 1783 1700 1530 1497 1460 1355 1204 1151 1051 1016 100 329 305 306 288 247 121 90 184
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=39 31 45 14 47 123 13 133 132 457 123 47 0 1 133 13 3 457 4 52 52 2 2 4 51 151 0 1 13 1
split_gain=0.00285508 0.00278318 0.00261328 0.00289233 0.00252627 0.00238394 0.0019963 0.00264323 0.00197575 0.00238827 0.00213337 0.00203952 0.00203195 0.00193927 0.00175838 0.0017491 0.00200864 0.00170854 0.00180503 0.00206656 0.00157782 0.00145318 0.00234857 0.00197195 0.00143328 0.00199523 0.001342 0.00127041 0.00196945 0.00121818
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.13148500000000005 1.0000000180025095e-35 -0.10664 0.10622000000000002 0.081465000000000024 0.082380000000000009 -0.043329999999999994 0.13082500000000002 -0.036484999999999997 1.0000000180025095e-35 -0.089569999999999983 -0.53104499999999988 -0.14477499999999996 -0.22896499999999997 0.23246000000000003 0.077655000000000016 0.12603000000000003 0.086950000000000013 0.11093500000000002 -0.083854999999999985 0.11144500000000002 -1.0000000180025095e-35 -0.23194499999999998 0.083345000000000016 -0.47860499999999995 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=1 -1 -3 4 5 6 7 15 9 10 -8 17 13 -10 -7 -4 -17 -12 19 26 -6 23 -23 -21 25 -20 -19 28 -18 -11
right_child=-2 2 3 -5 20 14 8 -9 12 29 11 -13 -14 -15 -16 16 27 18 24 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010004879480150031 0.0010007753622609549 0.0010009153797806421 -0.00058573006739940248 -0.00092360260506338073 -0.00093964917224160789 -0.00076582969036590517 0.00083077117281241586 -0.00084584535336550647 -0.0010001396552443203 0.00034948953348872604 0.00069409168228419364 0.00098980571015436767 0.00097413178913265325 0.00075755314571270699 0.0006194838832579724 -0.0002762941877746789 0.00086118155883629314 0.00040525239812303128 -0.00077566522812972175 0.00065589088075112146 -5.7612759682082016e-07 -0.00089859155782268422 0.00023799004451230906 -0.00057816060505601992 -0.00079298977727842047 0.0002340179395413441 -0.00077666631255478671 0.00099914583069944467 -0.00014271008425365101 -0.00034313870022261339
leaf_weight=0.0024549886230289522 0.00262762144123485 0.0022122985119494834 0.0018621590027123594 0.0040769023171094423 0.0051208864788208075 0.0010328320264534349 0.0016377758709040782 0.0021317707620340789 0.0014437187152438469 0.010201920261707187 0.0014957937683703895 0.0011472600690467507 0.003039856116174632 0.0011107547340571955 0.0081257252349047349 0.003164379233567158 0.0039049261795298662 0.0010106328876417969 0.0024320730683200517 0.0033780798045484062 0.0027505197512027735 0.0050312333808761878 0.0028471736736150888 0.0021001315038944321 0.0024984107876662174 0.010028064294317574 0.019477224859663529 0.0051313007714242067 0.0039127752462206934 0.0033812523943197456
leaf_count=84 23 9 16 99 38 18 15 12 147 143 14 2 30 36 172 32 8 8 24 151 23 327 70 238 8 92 1123 106 40 13
internal_value=0 -5.31954e-05 -7.55554e-05 -9.65421e-05 -6.57204e-05 -2.34056e-05 -7.16594e-05 0.000207049 -0.000149212 -0.000197115 -0.000292863 -0.000328633 0.000421633 -0.000235847 0.000463259 0.000331915 0.000437964 -0.000358705 -0.000390973 -0.000518836 -0.000611507 -0.000212777 -0.000487843 0.000182804 -0.000101677 3.69396e-05 -0.000718364 0.000612509 0.000358732 0.000177074
internal_weight=0 0.118143 0.115688 0.113476 0.109399 0.101527 0.0923687 0.0201073 0.0722614 0.066667 0.0530839 0.0514461 0.00559433 0.00255447 0.00915856 0.0179755 0.0161134 0.0502988 0.048803 0.0338445 0.00787141 0.0133566 0.00787841 0.00547821 0.0149585 0.0124601 0.0204879 0.012949 0.0078177 0.0135832
internal_count=3121 3098 3014 3005 2906 2845 2655 214 2441 2228 2072 2057 213 183 190 202 186 2055 2041 1917 61 786 397 389 124 116 1131 154 48 156
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=31 39 52 421 14 376 42 151 4 42 3 160 150 42 1 1373 15 457 38 14 156 156 12 12 0 4 160 34 2 16
split_gain=0.00202743 0.00191079 0.00196387 0.00145748 0.0019305 0.00179851 0.00231301 0.00147138 0.00213826 0.00170985 0.00149455 0.00157419 0.00159493 0.0014499 0.00155144 0.00154615 0.00137387 0.00135294 0.00138556 0.00131237 0.00123905 0.00120841 0.0013583 0.00142301 0.00249147 0.00199618 0.00203098 0.00105818 0.00099255 0.000842058
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 -1.0000000180025095e-35 0.076175000000000007 0.048375000000000008 -0.088934999999999986 -0.40381499999999992 0.27834500000000006 0.091735000000000025 -0.15447499999999995 -0.091944999999999985 -0.10114999999999998 -1.0000000180025095e-35 0.11588000000000001 0.099250000000000019 0.15110000000000004 0.5717850000000001 1.0000000180025095e-35 -0.46885499999999997 0.013700000000000002 0.091255000000000017 0.099400000000000002 0.090455000000000021 -0.11991499999999998 -0.083854999999999985 1.0000000180025095e-35 -0.112215 0.11093500000000002 -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 2 -2 -4 5 7 -7 -5 9 10 -9 12 -12 14 20 17 28 18 21 -10 -13 22 23 24 -15 26 29 -21 -11 -26
right_child=1 -3 3 4 -6 6 -8 8 19 16 11 13 -14 15 -16 -17 -18 -19 -20 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012438293646867874 -0.00069574683343518579 0.001243987457509818 0.0012440096935979414 -0.0011716283119129669 -0.0010786952352097063 -0.0007352593891497061 0.0010228840314080909 0.00061754644930827761 -0.00032914141630075751 -0.0012436952329286986 0.00058429141908190472 -0.0012341050574482509 -0.0011815745455744627 0.00051150811314470664 0.00046540872407711787 -0.0012438723694537866 0.00064629196187658978 -0.0012327473872564474 -0.0010820118745501484 -0.0004017456930321472 0.00030518814076027 -0.00077268222308298938 -0.00065933002198502086 0.00079000114939473825 0.0012442101910607986 -0.00094896128017521811 -0.0010026339190668725 0.00081972273081603805 -0.00017465838750794672 3.4337436910010592e-05
leaf_weight=0.0019068584470609542 0.007269071795800385 0.0017293652724674749 0.0013818832377410209 0.0018080981797936593 0.0026960025666653556 0.0015039089103083825 0.0050151295875764381 0.0046765554380385687 0.0026753033384920863 0.0043349718464167344 0.0010066952163469978 0.0040146592580470033 0.0036878471828920558 0.01314461509809915 0.0016502596273539893 0.0013819688378475794 0.0010155163489855568 0.0011481498440843998 0.0013821357724737018 0.0012652649520532586 0.0010124313014188147 0.0019122180654136392 0.0023812954574680125 0.0073902354069161893 0.0020062822522959323 0.0043152876068433361 0.0015284980216279109 0.0082258546049942538 0.0019454592399199555 0.0015977647079310339
leaf_count=86 369 21 20 47 81 13 97 38 33 344 5 604 285 110 12 13 20 7 9 8 29 54 22 56 10 410 16 195 67 40
internal_value=0 -5.11143e-05 -7.51008e-05 -2.27048e-05 -4.33658e-05 -9.33716e-06 0.000617289 -6.34379e-05 -3.62501e-05 -0.000130429 -5.44059e-05 -0.000117812 -0.000802903 -4.61272e-05 -0.000580692 4.73429e-05 -0.000695572 9.5824e-05 0.000138602 0.000440068 -0.000924099 0.000187822 0.000244573 0.000316363 0.000161431 -0.000325627 0.000198454 0.000656888 -0.000912545 0.000707843
internal_weight=0 0.0951027 0.0933734 0.0861043 0.0847224 0.0820264 0.00651904 0.0755074 0.0736993 0.0615328 0.0542369 0.0495603 0.00469454 0.0448658 0.00667735 0.0381885 0.00729595 0.0368065 0.0356583 0.0121664 0.00502709 0.0342762 0.032364 0.0299827 0.0225924 0.00944783 0.00513254 0.00949112 0.00628043 0.00360405
internal_count=3121 3035 3014 2645 2625 2544 110 2434 2387 2151 1720 1682 290 1392 645 747 431 734 727 236 633 718 664 642 586 476 66 203 411 50
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=124 124 42 484 160 43 1 15 1 52 13 14 3 2 2 4 3 3 457 42 47 0 15 4 151 0 3 43 1 1
split_gain=0.000399276 0.0004132 0.000482702 0.000518129 0.00063532 0.000531874 0.000556008 0.000593393 0.000651122 0.000523184 0.00050687 0.000667064 0.000641972 0.000473459 0.000985115 0.000542613 0.000521672 0.000516695 0.000548364 0.000416616 0.000363911 0.000359703 0.000339019 0.000312979 0.000310612 0.000295579 0.000251879 0.000461129 0.000223369 0.000142679
threshold=-0.043384999999999993 0.10281000000000001 -0.11051499999999999 -0.0068949999999999992 0.058535000000000011 0.24789500000000006 0.11323000000000001 0.084050000000000014 0.11181500000000001 0.11434500000000002 -0.079969999999999986 -0.073114999999999986 -0.10519499999999998 0.088930000000000023 0.084245000000000014 -0.49405499999999997 -0.097604999999999983 0.090900000000000009 0.086800000000000016 0.099210000000000007 0.083875000000000019 0.18019500000000002 -0.043924999999999992 -0.078439999999999996 -0.084304999999999977 -0.067094999999999988 -0.0087149999999999988 -0.08287499999999999 0.08844500000000001 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=24 2 -2 4 -4 6 7 8 9 13 -8 -12 -13 14 20 -15 21 28 22 -14 26 -17 -19 -9 -1 -26 27 -5 -18 -16
right_child=1 -3 3 5 -6 -7 10 23 -10 -11 11 12 19 15 29 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029155929791774803 -0.0024940160630695452 0.0017150566117510309 -0.0038106057009234611 0.0021977017789670721 0.00027268155735852515 -0.0023676439260989462 0.0029591981656929599 -0.0006341124488163344 -0.0022521629164209836 -0.0016548860043355024 0.003137736448090019 0.001701542999285137 -0.0024807896365294808 -0.0016551040159443673 -0.0035452712912931081 0.0032920647764845103 -0.0021773544148514217 -0.0011481742235729729 0.0032868877994101562 0.00056180381733547961 -0.0010054489486319383 0.00058977778069741035 0.0016672132840414697 -0.0036128459416087349 -0.00059964357935889394 0.0019040780184101755 0.0025222493470641299 -0.0013526314389371765 0.00031207993356131017 -0.001545015558940028
leaf_weight=0.0010460202811444219 0.0013213465317276621 0.0016523676335875584 0.0011969260512698634 0.0010596327671095196 0.0010287545042517721 0.0013426799212563614 0.0015330219425715441 0.0010004821377647133 0.0017290110043859377 0.0020050783537559616 0.001098680745656111 0.0016463034037386137 0.0016918069057538778 0.0010654096655784333 0.0010600101482314273 0.0022488729843530486 0.0010875744058687258 0.0012093705340703309 0.0013886399355556023 0.0010645881779041133 0.0015078694287247174 0.0010487081349310756 0.0012764368318585184 0.0010492728601647619 0.001586232795064646 0.0012044487454652133 0.00135121640937541 0.0010650318179799001 0.0010086627807481818 0.001012150240740084
leaf_count=60 159 39 332 40 133 157 120 488 24 133 30 32 65 81 156 70 188 19 32 33 56 9 22 308 125 74 14 87 16 19
internal_value=0 -0.000147069 -0.000234736 -0.000146352 -0.00192323 -2.10051e-05 8.32985e-05 -0.000201522 -1.15827e-05 0.000188162 0.00102158 0.000481643 -0.000181178 0.000400672 -0.000360213 0.00092021 0.00121625 0.000544423 0.00136893 -0.00130566 0.000557849 0.00243267 0.000297499 -0.00215893 0.00114472 0.000480954 0.00123602 0.000418024 -0.000979494 -0.00256824
internal_weight=0 0.0367499 0.0350975 0.0337762 0.00222568 0.0315505 0.0302078 0.0231734 0.0211237 0.0193947 0.0070344 0.00550138 0.0044027 0.0173896 0.00705591 0.0103337 0.00926827 0.00597068 0.00387445 0.0027564 0.00498375 0.00329758 0.00248581 0.00204975 0.0038367 0.00279068 0.00347588 0.00212466 0.00209624 0.00207216
internal_count=3121 2862 2823 2664 465 2199 2042 1762 966 942 280 160 130 809 372 437 356 277 73 98 197 79 41 796 259 199 141 127 204 175
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=31 39 52 45 14 157 49 1 159 0 15 0 48 14 1 13 2 48 48 2 14 52 52 0 3 4 47 131 160 133
split_gain=0.00266708 0.00207541 0.00194285 0.00170975 0.00277426 0.00160601 0.00220056 0.001897 0.00162799 0.00152706 0.00235188 0.00225558 0.0025473 0.00218663 0.00226207 0.0022782 0.00201508 0.00212267 0.0018811 0.00182467 0.001599 0.00130524 0.00154837 0.00327469 0.00186376 0.00142262 0.0012646 0.00112264 0.00113242 0.00106726
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 -0.080359999999999987 0.062655000000000016 -0.06266999999999999 0.036705000000000008 1.0000000180025095e-35 0.11245500000000001 -0.062294999999999996 -0.03241999999999999 -0.10607499999999999 0.12879500000000002 -0.10708499999999999 0.077565000000000009 -0.47860499999999995 0.098035000000000011 -0.091869999999999993 0.086260000000000017 0.13754500000000003 -0.46413499999999996 0.11434500000000002 0.10347000000000002 0.15398500000000004 -0.10831999999999999 -0.15764999999999998 0.096300000000000011 0.10340500000000001 0.11655500000000001 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=-1 2 27 -4 5 6 7 -5 9 11 20 12 13 -7 15 -15 18 -18 26 29 -11 22 23 24 -12 -26 -16 28 -2 -13
right_child=1 -3 3 4 -6 8 -8 -9 -10 10 21 19 -14 14 16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013465208663514959 -0.0011706194231254571 0.0013465140728971575 0.0013467349706811293 -0.00072402967426079591 -0.001181586428801986 -0.0010700688375053953 -0.0010760486635922289 0.00097369641847558277 -0.0010572736824621628 -0.00037527377070783964 0.0012988111555264159 -0.00097100556756904595 -0.0012705717121422305 0.00079535465050769574 0.00082860275053624351 -0.0013461379605266986 -0.00094633648022371722 0.0011104689011466292 -0.00050727096780735529 0.0004900223001667916 0.0012841424224333208 -0.00071955005371250689 0.0010183681759668589 -0.00098357439567613625 -0.00054788238680753194 0.00083047203819867736 -0.00013138184166003357 0.000439330766043708 0.00026366087997291754 -0.00011343099053773865
leaf_weight=0.0025487154568253336 0.0056746164383838504 0.0019026681497678046 0.0016334774572896995 0.0013987324379307617 0.0037189764566107888 0.0025098205411779864 0.0014154124579484071 0.008078796915640396 0.0028671880493469351 0.0013227401450421894 0.0030240929984302039 0.010548427492715014 0.0025123705604528359 0.0013078275296720676 0.0062410505591969923 0.0028854746458719582 0.0010203117581113483 0.0083295353694836649 0.0058689527995738891 0.0025032398446569451 0.0051383297216602833 0.0036337885558452845 0.0031598563983266095 0.0043618735347763513 0.0034669987239368521 0.002228384590239333 0.0041314609114806444 0.0013133702818208803 0.0012098351164979704 0.0035016277501700452
leaf_count=86 307 21 9 86 85 33 97 137 101 9 16 936 26 4 39 86 10 147 34 37 112 39 12 25 30 30 21 20 34 492
internal_value=0 -4.66367e-05 -7.18799e-05 -1.8604e-05 -4.20371e-05 4.30147e-06 0.000489355 0.000723139 -6.12825e-05 -2.45279e-05 0.000238979 -0.000159647 3.48681e-05 0.000136426 0.000238092 -0.000678239 0.000388239 0.000886018 0.000101678 -0.000568656 0.000944419 9.65065e-06 0.000172801 -3.14492e-05 0.000444847 -8.58528e-06 0.000446233 -0.000701019 -0.000918567 -0.000757276
internal_weight=0 0.106909 0.105007 0.0968087 0.0951753 0.0914563 0.0108929 0.00947753 0.0805634 0.0776962 0.0263361 0.0513601 0.0348068 0.0322944 0.0297846 0.0041933 0.0255913 0.00934985 0.0162415 0.0165533 0.00646107 0.019875 0.0162412 0.0130813 0.00871948 0.00569538 0.0103725 0.00819782 0.00688445 0.0140501
internal_count=3121 3035 3014 2653 2644 2559 320 223 2239 2138 273 1865 400 374 341 90 251 157 94 1465 121 152 113 101 76 60 60 361 341 1428
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=29
num_cat=0
split_feature=14 157 12 159 0 42 15 150 1374 133 151 160 160 2 16 1 150 15 151 13 4 4 15 484 150 1 12 13
split_gain=0.000389189 0.000503702 0.000529448 0.000458127 0.000408932 0.000587967 0.000540358 0.000513404 0.000567742 0.000557882 0.000723443 0.00108751 0.000570444 0.000555978 0.000467332 0.000450102 0.00037196 0.000341691 0.000411152 0.000337785 0.000637491 0.000705328 0.000306047 0.000274429 0.000163728 0.000138405 9.72794e-05 3.74449e-05
threshold=0.076175000000000007 -0.073574999999999988 0.083370000000000014 0.11245500000000001 -0.019414999999999998 -1.0000000180025095e-35 -0.03241999999999999 0.081835000000000019 -0.094929999999999987 -1.0000000180025095e-35 -0.0096649999999999982 -1.0000000180025095e-35 0.043720000000000009 -0.0050599999999999994 0.22339500000000004 0.097115000000000021 -0.096234999999999987 -0.095244999999999982 -0.04886999999999999 -0.13710499999999998 -0.49013999999999996 -0.059649999999999988 -0.14147499999999996 0.085130000000000011 0.093625000000000014 0.079415000000000013 0.051320000000000005 -0.083499999999999977
decision_type=2 2 2 2 2 2 2 2 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 5 15 -6 9 -9 -7 16 -12 13 -13 22 -3 -11 -10 24 -8 -21 -22 -15 -1 -19 -24 -17 -27
right_child=-2 3 -4 -5 6 7 19 8 17 10 11 12 -14 14 -16 26 -18 18 -20 20 21 -23 25 -25 -26 27 -28 -29
leaf_value=0.0011196135165700172 -0.0017287504786356559 -0.0036941522527272133 -0.00084007814980513657 -0.0024548397566935836 0.0025300511382454526 -0.002793012453854641 -0.0010849723482116889 -0.0010642032199125861 0.0032713001448328198 -0.00062961120912095685 -0.002442026240925264 -0.0013228600224597532 -0.0016037311139309547 0.00057575979674816095 -0.00070177233085795315 5.5815829073272627e-05 -0.0036200560376085994 0.00090403316372301577 -0.00074530734008036042 -0.001184986995879834 0.0028404051151561692 -0.00045816093424468275 0.0017646264319048336 0.0034020675853659887 0.0030258625495466021 0.0036308841862314248 -0.001534317908448704 0.0026437072834826795
leaf_weight=0.0016778904811518549 0.0017829302490746093 0.0010999371519089243 0.00117547976449206 0.0011088993594268173 0.0017356110619939358 0.0012649225329366418 0.0020291155152278861 0.0015623360984307055 0.0011851989694804388 0.0011924155898555 0.0017936606608519598 0.001110766690228358 0.0012434553079776478 0.0015639784614904775 0.0010900859119917783 0.0010519791808292211 0.0011310205122558878 0.0010083461997609788 0.0012590398539495942 0.0017268487509660702 0.0023165510271336842 0.001484306155589369 0.0018044967420918203 0.0013083829871476382 0.0010217850435196851 0.0011419129819358886 0.0010965624723056067 0.0010109475241506516
leaf_count=67 101 670 292 117 88 309 20 20 39 44 297 44 100 54 76 27 94 62 55 103 39 20 134 39 63 26 41 80
internal_value=0 5.68788e-05 0.00128367 -9.31347e-05 -1.35942e-05 -0.000274653 0.000650341 -3.94296e-05 0.000874564 -0.000423988 -0.000194935 0.000213288 0.000744508 0.00112263 0.00153349 -0.00175069 -0.00208532 0.00155153 0.000931842 0.000218619 0.000697143 0.00155225 0.0019748 0.00211963 0.00197197 0.00252771 -0.000755749 0.00316732
internal_weight=0 0.0381959 0.00416175 0.0340342 0.0329253 0.0236328 0.00929243 0.0203844 0.00603671 0.0143477 0.0130827 0.0107593 0.00896564 0.00772219 0.00661142 0.00324848 0.00232344 0.00447437 0.00328917 0.00755682 0.00552771 0.00380086 0.00552134 0.00298627 0.00203013 0.00395736 0.00214854 0.00215286
internal_count=3121 3020 398 2622 2505 2235 270 1497 239 1258 949 811 514 414 370 738 138 219 180 182 162 59 294 106 125 240 68 106
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=31 39 52 421 14 376 42 151 4 42 3 150 160 38 3 1373 158 133 0 0 1374 3 43 13 14 34 0 131 13 160
split_gain=0.0023277 0.00211292 0.0020287 0.00170554 0.00215717 0.00162768 0.00211187 0.0015481 0.00186275 0.00168565 0.0016906 0.00156876 0.00255791 0.00135344 0.00166244 0.00118964 0.00125327 0.0012407 0.00130136 0.00207541 0.00146692 0.00146413 0.00122163 0.00121927 0.00108005 0.00124769 0.000948634 0.000850227 0.000819404 0.000811165
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 -1.0000000180025095e-35 0.076175000000000007 0.048375000000000008 -0.088934999999999986 -0.40381499999999992 0.27287000000000006 0.091735000000000025 -0.15447499999999995 -0.22665999999999997 -0.091944999999999985 1.0000000180025095e-35 0.30112000000000005 0.099250000000000019 0.084765000000000021 -0.10066499999999999 -0.10607499999999999 -0.084044999999999995 -0.094929999999999987 -0.10831999999999999 -0.084004999999999982 -0.084034999999999985 -0.46885499999999997 -0.112215 0.051010000000000007 0.10340500000000001 0.23074000000000003 0.10455000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 -7 -5 9 10 -9 -12 -13 14 15 16 17 -14 20 -20 -19 26 23 -23 -10 -26 -21 29 -11 -2
right_child=1 -3 3 4 -6 6 -8 8 24 28 11 12 13 -15 -16 -17 -18 18 19 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012689112853529168 -0.0011342349114154566 0.001268962701271628 0.0012690545950163519 -0.0011987549987389095 -0.0010880351952074583 -0.000776071035748603 0.0010405766468708731 0.00069075120300039251 -0.00024028135726665049 -0.00098830454062878042 0.001047263753401478 -0.0012170609682873436 -0.0012684465362864225 -0.0010878721379821562 0.0012684250101009428 -0.0012687287882115026 -0.0010233646858319018 -0.00045634940509747628 -0.0010280055794210585 -2.3130186744519063e-05 0.00050800217775432408 0.0012691646479024955 -0.00054396721207529994 -0.00029329067050201804 -0.0004916208031093747 0.00081726172800897538 0.0012634730893713655 0.00021773235259540212 8.3445795677888158e-05 0.0001138958883018737
leaf_weight=0.0021972321999115243 0.0049695803612870284 0.0019068923409690788 0.0016098595359608217 0.001872490158149275 0.0030931247869858671 0.0013280256871439633 0.0045775855219858377 0.0045211960077153812 0.0030635840112154264 0.0049313329936406794 0.0017757644782250273 0.0034515808528912109 0.0011635993796730295 0.0020382890037353709 0.0015294219286374746 0.0013082905377643774 0.0019625427265417264 0.0031489682151004663 0.0036573711767360203 0.001598201280103225 0.013064786261509184 0.0014718995953444391 0.0062225003572536301 0.0017689543250227757 0.0013712098502765011 0.0080455637086629395 0.002178325032673456 0.0012729528279180613 0.0014955401677525515 0.001007403793309436
leaf_count=86 301 21 20 47 84 13 98 38 34 424 11 286 218 27 47 13 118 13 405 38 100 3 273 113 8 206 10 20 6 40
internal_value=0 -5.21085e-05 -8.02553e-05 -2.35632e-05 -4.93684e-05 -7.939e-06 0.000632058 -6.06958e-05 -3.0152e-05 -0.00012688 -4.95443e-05 -0.000121771 -0.000168353 -8.0311e-05 -2.77529e-05 -8.0553e-05 -3.76556e-05 1.87855e-05 6.40219e-05 -0.000182283 0.00032071 5.13386e-05 -0.0002151 0.00041633 0.000413858 0.000626671 0.000718991 -0.000723423 -0.000738907 -0.000923866
internal_weight=0 0.0914068 0.0894999 0.08225 0.0806401 0.077547 0.00590561 0.0716414 0.0697689 0.0572886 0.0508617 0.0463405 0.0445647 0.0411131 0.0390749 0.0375454 0.0362371 0.0342746 0.033111 0.0168973 0.0162138 0.0132399 0.00946335 0.00324085 0.0124804 0.00941677 0.00377653 0.00724994 0.00642687 0.00597698
internal_count=3121 3035 3014 2653 2633 2549 111 2438 2391 2143 1713 1675 1664 1378 1351 1304 1291 1173 955 842 113 437 389 116 248 214 48 361 430 341
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=29
num_cat=0
split_feature=124 124 47 50 4 4 133 157 48 0 47 47 0 0 16 43 147 13 4 3 4 2 52 15 1 42 16 1
split_gain=0.000364786 0.000389869 0.000432893 0.000758025 0.000581583 0.00093136 0.000748917 0.00058115 0.000557855 0.000807868 0.000683146 0.000599867 0.000574188 0.00049095 0.000782209 0.000423778 0.000672429 0.000401883 0.000416337 0.000448479 0.000559125 0.000473367 0.000472147 0.000385388 0.000288721 0.000271946 0.000300127 0.000119614
threshold=-0.043384999999999993 0.10281000000000001 0.13148500000000005 0.10647500000000001 0.0061450000000000003 -0.0016099999999999997 0.098785000000000012 -0.074759999999999979 0.12230500000000001 -0.18113999999999997 0.11170500000000001 0.092710000000000015 -0.12333499999999999 0.22582000000000002 0.25792000000000009 -0.013024999999999998 0.10245000000000001 -0.17933499999999997 -0.0035949999999999997 -0.10831999999999999 -0.15289999999999995 0.08919500000000001 -0.0064899999999999992 -0.095869999999999983 0.089770000000000016 -1.0000000180025095e-35 -0.093244999999999981 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 4 5 6 13 -6 9 23 11 12 -11 14 17 -14 27 -2 19 20 -19 22 -21 -9 -23 -1 -27 -17
right_child=1 -3 -4 -5 7 -7 -8 8 -10 10 -12 -13 15 -15 -16 16 -18 18 -20 21 -22 24 -24 -25 -26 26 -28 -29
leaf_value=-0.00013759047887725815 0.0018537418740919166 0.001415880935701361 -0.001712655776593647 -0.0025692282690571947 0.0026630884036533313 -0.0029795028399448933 -0.0028806646934285279 0.00052329934882904114 -0.0017279655244766721 -0.0016432152832729912 0.0023746976747371197 -0.0021514259248131208 -0.00060684448772340186 0.0021092948087526068 -0.0025144170299037645 0.0016863534801093497 -0.00060874024248647293 0.0016877108674219019 0.0017661376018588706 -0.0015029455217810525 -0.00097245907438598474 -0.0032523975046746443 0.0010740964382088079 0.0029136461716933741 -0.00090313064663816286 0.00035020602851926636 0.0027188271392095229 0.0032274322309361922
leaf_weight=0.0014901948333871928 0.0012423936278658241 0.0016661111005156206 0.0018788814337149509 0.0012696129751850185 0.00116281885506453 0.0013921039010726969 0.0010202595948305424 0.0011858397422201961 0.0013361393837314503 0.0015343115118744456 0.0011445461057633119 0.0015209361005545929 0.0019081541253160895 0.0010827715030927729 0.0013464064334076662 0.0011298587113390754 0.0012254476797579628 0.0019799278095291584 0.0011091244796652662 0.0013934751063091645 0.0014459517666693955 0.0011194345089604596 0.0016332202116124926 0.0017904934916259671 0.0010940264828036561 0.0010324220795236982 0.0012518080810615109 0.0010078558494193146
leaf_count=65 40 39 54 291 38 128 293 42 26 72 31 51 206 13 221 74 11 45 32 217 65 198 541 39 36 83 111 59
internal_value=0 -0.000120064 -0.000195432 -0.000106557 -5.06081e-06 -0.000438862 -0.000194386 0.000455231 0.00026897 0.000483326 1.88743e-05 -0.000304951 0.000107704 9.43288e-06 -0.000174462 0.00061734 0.0013119 0.000111493 -0.000109941 -0.000350052 0.00056494 -0.00094825 -0.000112361 0.00196128 -0.00209125 0.000943183 0.00164826 0.00241292
internal_weight=0 0.0356201 0.033954 0.0320751 0.0308055 0.0158591 0.014467 0.0149464 0.0137836 0.0124474 0.00947111 0.00832656 0.00680563 0.0134467 0.012364 0.00527132 0.00336316 0.0110176 0.00977516 0.00866604 0.00342588 0.00524016 0.0030267 0.00297633 0.00221346 0.00377442 0.00228423 0.00213771
internal_count=3121 2862 2823 2769 2478 1829 1701 649 611 585 504 473 422 1408 1395 350 144 1174 1134 1102 110 992 758 81 234 259 194 133
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=30
num_cat=0
split_feature=51 39 47 376 1 42 132 4 4 4 151 12 47 14 16 51 12 47 43 43 51 2 156 16 13 16 4 3 0
split_gain=0.000347717 0.000549664 0.000472071 0.000587359 0.000645634 0.000715232 0.000607696 0.000546695 0.000509986 0.000860294 0.00077558 0.00050481 0.000473392 0.000432884 0.000441694 0.000605493 0.000431346 0.000422622 0.000344025 0.000414139 0.000331078 0.000479489 0.00033446 0.000302154 0.000362858 0.000238015 0.000397753 0.000164856 0.000115002
threshold=-0.40274499999999996 0.13507500000000003 0.13148500000000005 0.088470000000000007 0.077565000000000009 -1.0000000180025095e-35 0.081240000000000021 -0.029144999999999997 0.0061450000000000003 -0.0016099999999999997 -0.086654999999999982 -1.0000000180025095e-35 0.092530000000000015 -0.46825999999999995 -0.5315899999999999 0.123935 0.090840000000000018 0.10783500000000001 -0.084004999999999982 -0.10131 0.084745000000000015 0.093175000000000022 0.086635000000000004 0.013515000000000001 -0.14179999999999995 -0.094359999999999986 0.25615500000000008 -0.13309499999999996 -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
left_child=-1 2 3 4 5 -2 8 18 9 10 -6 -12 13 -10 27 25 -9 -14 19 -7 22 -22 -13 -20 -25 26 -16 -15 -27
right_child=1 -3 -4 -5 6 7 -8 16 12 -11 11 20 17 14 15 -17 -18 -19 23 -21 21 -23 -24 24 -26 28 -28 -29 -30
leaf_value=-0.0021390817208998122 -0.0038823579547474806 0.0030740030464825249 -0.0022022340662180284 0.0034190538834729775 0.0031161070804724446 -6.2409714057634098e-05 0.0031453221443390016 -0.0044647056427897626 -0.0014283064308789506 -0.0040084476813306872 0.0021464588673863996 -0.0035391383087275893 -0.0028052766217918873 -0.0014638460369892779 6.6301093855153956e-05 -0.000882092692906911 -0.00063597318157842522 0.00061934719516196701 -0.0021094502420593024 0.0037393148958360543 0.0020186266407546498 -0.0021622076895989138 -0.00041530444659937089 -0.0013091798217574602 0.0023709393768398626 0.0044002556953154047 0.0036433132043843901 0.0010459471744709607 0.002536297950313497
leaf_weight=0.0014876570734827501 0.0014383815704945855 0.0011696143498696179 0.0018987864264019541 0.0010217147794602246 0.0012785025461639066 0.001315378542074086 0.0014971255700215727 0.0010275659272149821 0.0010566106165885722 0.001281366490637482 0.0010247341098050811 0.0017139424657983673 0.0012115105147501035 0.0010187447823994944 0.0012790270563414214 0.0010655782352841925 0.0013663406783610554 0.001764085187446085 0.0015450277027659852 0.0010093945983200578 0.0011404133654764337 0.0010503386409439486 0.0011358924153022087 0.0010972212421620497 0.0010403790645021616 0.0017485592234720571 0.0012018199246899286 0.0010690519678036043 0.0010595212326975877
leaf_count=114 586 35 52 48 71 51 132 374 32 78 49 352 55 20 21 10 109 44 313 27 46 55 132 13 84 26 110 49 33
internal_value=0 6.2846e-05 -3.67634e-05 8.61291e-05 -1.88544e-05 -0.000973368 0.000396784 -0.000475322 0.000201762 -0.000632959 -4.39964e-05 -0.000710111 0.00077891 0.00126568 0.00160285 0.00218819 -0.00227943 -0.000774985 0.000243601 0.00158826 -0.00129084 1.41588e-05 -0.00229403 -0.000605259 0.00048195 0.00280677 0.00179915 -0.000178712 0.00369696
internal_weight=0 0.0365266 0.035357 0.0334582 0.0324365 0.00983969 0.0225968 0.00840131 0.0210997 0.00862519 0.00734382 0.00606532 0.0124745 0.00949891 0.0084423 0.00635451 0.00239391 0.0029756 0.0060074 0.00232477 0.00504059 0.00219075 0.00284983 0.00368263 0.0021376 0.00528893 0.00248085 0.0020878 0.00280808
internal_count=3121 3007 2972 2920 2872 1557 1315 971 1183 783 705 634 400 301 269 200 483 99 488 78 585 101 484 410 97 190 131 69 59
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=29
num_cat=0
split_feature=1456 453 4 11 3 49 2 160 51 16 150 43 52 3 376 52 15 16 0 13 11 10 3 133 2 16 13 13
split_gain=0.000341074 0.000349004 0.000452473 0.000864513 0.000367913 0.000587991 0.000447853 0.000360789 0.000426566 0.000528666 0.000427164 0.000432806 0.000888885 0.000571342 0.000889943 0.000552254 0.000431897 0.000397484 0.000488441 0.000359965 0.000329366 0.000432853 0.000447779 0.000283584 0.000379885 0.000429926 0.000226869 1.53926e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.12018999999999998 0.0034800000000000005 0.11018500000000002 -0.22361499999999998 0.095050000000000009 -0.071854999999999988 0.10418000000000001 -0.074359999999999996 -0.088204999999999992 -0.075944999999999985 0.084620000000000015 -0.080979999999999983 0.040760000000000005 -0.0087049999999999992 0.0059850000000000016 0.073000000000000023 0.088710000000000011 0.039530000000000003 0.11296500000000002 -1.0000000180025095e-35 0.10060500000000001 -0.14322499999999996 -0.0093149999999999986 -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
left_child=-1 2 3 4 5 6 19 -6 10 -10 11 13 -13 16 26 -14 -9 23 -19 -2 21 22 27 -17 25 -25 -15 -4
right_child=1 -3 20 -5 7 -7 -8 8 9 -11 -12 12 15 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.0016133041192498065 0.00071518294407750039 -0.0015782841799096496 0.0024937296035967386 -0.0028245032595869343 -0.0017383169456150047 0.0029324508833173967 0.0018784381266120137 -0.0015674547634183422 0.0026514824923142004 -6.9554853571182016e-05 -0.0019709561857840651 -0.0024486809640668593 0.0021298804638104664 0.0030204609550541213 -0.00091438121877416103 -0.0023135420557289627 0.0007935552647854164 0.0018288257683176032 -0.00093880542914220042 -0.0017102378887441799 -0.00056014197382286436 -0.00033800865736769413 0.00053096139655338609 0.00153962514645742 -0.0019192160382218871 -0.0010052398549833474 0.0011520045463770678 0.0030384112139614726
leaf_weight=0.0012598655016367024 0.0011762902239809093 0.0012534513068622735 0.0010174578868653583 0.0010677772569245283 0.0012708378807428913 0.0010293080139049948 0.0011186246601937455 0.0016476083653804707 0.0012257862567457423 0.0016193499013512627 0.001238124068422052 0.0018365419732120298 0.0010018815793024719 0.001687506302364028 0.0012026456194433877 0.0010414357047081602 0.0014006042553873499 0.0014702747318451597 0.0010812974043830081 0.0012159532653939209 0.0012414016277944029 0.0012497076793902551 0.0015439230676870253 0.0012323108134424388 0.0012110977841910398 0.0013694823439633838 0.0010180173865705867 0.0010103752533048285
leaf_count=288 43 75 96 133 200 21 13 302 82 75 92 189 30 57 31 506 145 87 17 39 34 45 92 20 54 227 62 66
internal_value=0 4.17389e-05 0.000101069 -6.56907e-05 4.30304e-05 0.000854891 0.000245797 -0.000120393 -2.37892e-05 0.00110277 -0.000197618 -6.99714e-05 -0.000478567 0.000531747 0.0013229 -4.82278e-05 -0.000482609 -0.000342886 0.000655968 -0.000517634 0.00087569 0.00124538 0.00179938 -0.000867911 -0.000473058 0.000200108 0.00231741 0.00276512
internal_weight=0 0.0354791 0.0342256 0.0281628 0.027095 0.00454018 0.00351087 0.0225548 0.021284 0.00284514 0.0184388 0.0172007 0.0102443 0.00695638 0.00390817 0.00840778 0.00304821 0.0074059 0.00255157 0.00239224 0.00606287 0.00482146 0.00357176 0.00485433 0.00381289 0.00260179 0.00270552 0.00202783
internal_count=3121 2833 2758 2425 2292 116 95 2176 1976 157 1819 1727 1130 597 150 941 447 911 104 82 333 299 254 807 301 247 119 162
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=26
num_cat=0
split_feature=1213 1456 2 43 4 12 14 484 474 130 43 52 151 4 13 52 15 0 43 12 52 4 1 0 2
split_gain=0.000325011 0.000306675 0.000326273 0.000468989 0.000487867 0.000383902 0.00103447 0.000370407 0.000533161 0.000492173 0.000454037 0.00047297 0.00046584 0.000512477 0.00059632 0.000667962 0.000390218 0.0005378 0.000531285 0.000522111 0.000389728 0.00038271 0.000295024 0.000186888 0.000180206
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12358500000000001 -0.052894999999999991 0.058735000000000009 0.12757000000000002 0.076175000000000007 0.08660000000000001 0.084660000000000027 -0.0015749999999999998 -0.45785999999999999 0.11434500000000002 -0.090369999999999992 0.24564500000000003 0.10002500000000002 0.092965000000000006 -0.095869999999999983 -0.10151999999999999 -0.074359999999999996 0.079890000000000017 -0.026204999999999996 0.0052350000000000009 0.11588000000000001 -0.15202999999999997 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
left_child=-1 -2 5 -4 -5 6 7 9 -9 -3 -11 12 -12 14 15 16 -14 20 24 -20 21 -18 23 -15 -19
right_child=1 2 3 4 -6 -7 -8 8 -10 10 11 -13 13 22 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0016016983343652433 -0.0015497271224450689 -0.0018573938966005459 0.002555010904702323 0.0016136932857615345 -0.0009432362329711096 0.0017788193595604641 -0.0031647757377503104 -0.00021390610827731345 0.0027780840423120633 0.0017503338479711987 -0.0015150478823458846 -0.0016033295443347851 -0.0014085582979960461 0.0018266803822370279 -0.0018896999827831813 0.002672130217756702 -0.00081084193005138223 0.0014807638297075648 -0.00013242361054212624 -0.0032524119882846999 0.0026934990222551042 0.0016520419372813865 0.0027587238291326478 9.9589947875995235e-05 -0.00037619065265509922
leaf_weight=0.0013127627552553802 0.0012262627242702875 0.0015674177259432645 0.0013146351378008347 0.001474328824073722 0.0016984255923953029 0.0011996976064416734 0.0011177580258632238 0.0013199032387110057 0.0012049703864569494 0.0015091384455043757 0.0017868107499010568 0.0019930735013558012 0.0018642809582001185 0.0010425272493819193 0.0016761887093927905 0.0010402834007141601 0.0013095159811200574 0.0011724625354858648 0.0011802494153663329 0.0010922749498261108 0.0011724408729847299 0.0013606727248998141 0.0010299264882451808 0.0018186432598099591 0.0010456711523740836
leaf_count=491 258 179 113 51 124 33 65 105 66 40 115 231 111 35 48 77 54 129 80 339 22 18 66 59 212
internal_value=0 4.72276e-05 0.000106585 0.000921695 0.000244928 -2.1738e-05 -0.000100851 2.99311e-05 0.00121399 -9.64172e-05 2.85111e-05 -9.772e-05 6.36827e-05 0.000231542 -8.01977e-05 0.0001897 -6.35401e-05 0.000237361 -0.000526883 -0.00163203 0.00113049 0.000444193 0.00126616 0.000728891 0.00060536
internal_weight=0 0.0342176 0.0329913 0.00448739 0.00317275 0.0285039 0.0273042 0.0261865 0.00252487 0.0236616 0.0220942 0.020585 0.0185919 0.0168051 0.012914 0.0112379 0.0101976 0.00833329 0.00449066 0.00227252 0.00384263 0.00267019 0.0038911 0.00286117 0.00221813
internal_count=3121 2630 2372 288 175 2084 2051 1986 171 1815 1636 1596 1365 1250 1090 1042 965 854 760 419 94 72 160 94 341
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=27
num_cat=0
split_feature=52 1 14 3 376 47 48 52 52 2 51 42 160 1 43 2 43 16 52 2 2 3 3 1 13 15
split_gain=0.000316843 0.000407774 0.000885908 0.000623046 0.000562362 0.000624166 0.000498779 0.00054122 0.000555693 0.000742772 0.000457255 0.000508506 0.000439664 0.000438569 0.000552365 0.000488645 0.000460604 0.000439461 0.000404991 0.000613718 0.000316791 0.000342344 0.000315659 0.000163757 8.81087e-05 3.59037e-05
threshold=-0.40306999999999998 0.13686500000000004 0.076175000000000007 0.11296500000000002 0.048375000000000008 0.11893500000000001 -0.064549999999999982 -0.081429999999999989 -0.088204999999999992 0.10276500000000001 -0.076794999999999988 -1.0000000180025095e-35 -0.0080249999999999991 0.094465000000000007 -0.15582499999999996 0.10097500000000002 0.070450000000000013 -0.52595999999999987 0.12603000000000003 0.11411 0.084055000000000005 0.092670000000000016 -0.11255999999999998 0.10374500000000002 -0.0097949999999999982 -0.094329999999999983
decision_type=2 2 2 2 2 2 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 22 8 9 12 -9 -12 -8 14 -13 16 20 -15 19 23 -16 -22 -2 -19 -6 -25
right_child=1 3 -4 -5 24 -7 7 10 -10 -11 11 13 -14 17 15 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27
leaf_value=-0.001684337199303993 0.0036452202361421677 0.0038872276160526096 -0.0037412315982362459 -0.00018594710401521354 0.0029505864651338263 -0.0029829587568621029 0.00058642830246005413 -0.0032060908787689486 0.003303257588426878 0.0026958194715843713 -0.0023477140132173429 0.0015463991613690327 -0.0033063365401744594 -0.0013619531584142062 0.00011890384946127238 -0.0034701753254903858 0.0014511731932717708 0.00143229003999184 -0.00073103618713475757 -0.00051409220513821659 -0.0040262550389588815 -0.00076418736701223489 0.00039579359038680777 0.0029216026030237361 0.0012432040468535188 0.0040034303420203024
leaf_weight=0.0019035397258333467 0.0010541176907423733 0.0012113036054817164 0.0011136770929383024 0.0014728104365460126 0.0011451977818346393 0.0012528276366481341 0.0010175455435659231 0.0010050641283259045 0.0014606675180885943 0.001289217203254367 0.0018908371307562169 0.0015343516309940233 0.001036674683982497 0.0014818168497612305 0.0014501436542477862 0.0013912413035801485 0.0013484106048684552 0.0010135595273652606 0.0014654516259327011 0.0013984044906294457 0.0011398237205435535 0.0011378012122520431 0.0010623756984244883 0.0010521378404497739 0.001003846343978764 0.0011219448655026554
leaf_count=324 32 68 87 94 87 59 70 170 55 55 629 36 105 27 240 101 59 39 76 65 420 23 95 30 47 28
internal_value=0 8.15151e-05 -5.96418e-05 0.00165222 8.29533e-05 -8.42641e-05 5.89839e-05 -0.000119114 0.00113852 0.000192801 -0.000446922 -0.000287783 -0.00137808 -3.70609e-05 -0.00072292 -0.0012613 -0.000655909 0.000691448 0.00119426 0.00180948 -0.00141808 -0.00239667 0.00201417 0.00282882 0.00215305 0.00347988
internal_weight=0 0.0325512 0.0298671 0.00268411 0.0287535 0.0266044 0.0253516 0.0232351 0.0048041 0.00334344 0.018431 0.0174259 0.00205422 0.0155351 0.00800177 0.00646742 0.00507618 0.00753332 0.0060515 0.00458605 0.00372777 0.00227762 0.00211649 0.00318764 0.00214904 0.00217408
internal_count=3121 2797 2635 162 2548 2414 2355 2228 285 230 1943 1773 175 1144 879 843 742 265 238 162 683 443 127 97 134 58
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=26
num_cat=0
split_feature=1 0 3 2 133 1429 48 48 151 457 14 13 0 0 3 42 42 13 43 4 3 47 48 4 48
split_gain=0.000285648 0.0005641 0.000548432 0.000449381 0.000443401 0.000417515 0.000438702 0.000463003 0.000402946 0.000363576 0.000387684 0.0004885 0.000369858 0.0005106 0.000390635 0.000346252 0.000376051 0.000600013 0.000380701 0.000413696 0.000264592 0.000186475 0.000352868 0.00023818 0.00018645
threshold=0.077565000000000009 -0.084044999999999995 -0.00083499999999999991 0.14753000000000002 0.085075000000000026 0.084690000000000015 -0.086869999999999989 -0.032929999999999994 0.056735000000000001 -0.0029299999999999994 -0.10708499999999999 -0.17933499999999997 -0.10607499999999999 -0.055064999999999996 -1.0000000180025095e-35 0.091735000000000025 -1.0000000180025095e-35 0.11596500000000001 -0.084004999999999982 -0.39518999999999993 -0.072199999999999986 0.09585500000000001 0.090225000000000014 -0.0052149999999999992 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
left_child=1 2 -1 4 5 6 -2 -8 9 -9 -11 -12 21 14 -14 16 -3 18 -18 -20 -15 22 23 -13 -10
right_child=3 15 -4 -5 -6 -7 7 8 24 10 11 12 13 20 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0037357839480781996 -0.0024169819612620434 -0.0016556872081131533 -7.4293701764356249e-05 0.0026529404790043417 0.0021839043335314876 0.0020649666442768598 0.0020711554062683114 -0.0020991201204401686 -0.0028761807066565587 -0.0013663499766914285 0.0027462571291487609 0.00079422853353309359 -0.0027722381653200769 0.0018673596282089357 6.7537177462519818e-05 -0.0019466603034005694 0.0018331175730234575 0.0033096239775911593 0.00063283007212260273 -0.002318218444054939 -0.00042756634003213227 -0.00022157908684295087 4.4901138799737335e-06 0.0031770534857047746 -0.00063723191927706911
leaf_weight=0.0013257630401297682 0.0011360426444184659 0.0011033754025135956 0.0010026291957387912 0.001002155096928802 0.0013379121967096444 0.0012477155958805488 0.0013624571755883599 0.0010577959604312062 0.0010181848517163408 0.0019850955825848624 0.0011361969146577158 0.0010011305275092752 0.0016831988506993368 0.0012860101900145082 0.001129708021021969 0.0011214095685616599 0.0012043102594514465 0.0010189151139456953 0.0014725136651847492 0.0012057897117339067 0.0015414895155636647 0.001673948957261473 0.0018081742253954758 0.0014098082853486417 0.0010588460691849377
leaf_count=783 44 366 32 113 251 83 55 56 34 73 70 56 343 99 24 243 57 13 23 119 61 32 29 41 21
internal_value=0 -0.000562753 -0.00215911 0.00020444 9.71649e-05 -3.24739e-05 -0.000161466 -2.76758e-05 -0.00018842 1.5994e-05 0.000168665 0.000409173 0.00017894 -0.000504853 -0.00163174 -4.11732e-05 0.000314675 0.00075822 8.8654e-05 -0.000695751 0.000616217 0.000833416 0.00125199 0.0021876 -0.00173479
internal_weight=0 0.00945471 0.00232839 0.0238759 0.0228737 0.0215358 0.0202881 0.019152 0.0177896 0.0157126 0.0146548 0.0126697 0.0115335 0.00564041 0.00281291 0.00712631 0.0060049 0.00490153 0.00388261 0.0026783 0.0028275 0.00589306 0.00421911 0.00241094 0.00207703
internal_count=3121 1636 815 1485 1372 1121 1038 994 939 884 828 755 685 527 367 821 578 212 199 142 160 158 126 97 55
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=24
num_cat=0
split_feature=52 39 3 47 48 1 4 2 14 52 52 0 15 49 16 2 12 15 47 150 2 151 48
split_gain=0.000287763 0.000328137 0.000419253 0.000453692 0.000494428 0.000548189 0.000469798 0.000622849 0.000493255 0.000394391 0.000724952 0.000488589 0.000473031 0.000636389 0.000469703 0.000351635 0.000291091 0.000284507 0.000248255 0.000307816 0.000227654 0.000199408 7.35039e-05
threshold=-0.40306999999999998 0.13507500000000003 0.30112000000000005 0.11893500000000001 0.12879500000000002 0.094385000000000011 -0.04890499999999999 0.090790000000000023 -0.10708499999999999 0.11434500000000002 0.10347000000000002 0.15398500000000004 -0.0063699999999999989 -0.047584999999999995 -0.091354999999999978 0.089125000000000024 0.084100000000000022 0.079055000000000014 0.093140000000000014 0.10801000000000001 -1.0000000180025095e-35 -0.0071249999999999985 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
left_child=-1 2 3 4 5 9 -7 18 -9 10 11 12 13 14 -2 16 -14 -17 19 20 -8 -10 -15
right_child=1 -3 -4 -5 -6 6 7 8 21 -11 -12 -13 15 22 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0015079996147430409 0.0017927391545627185 0.0022406793869210596 0.0024277681793977057 -0.0018849264332928062 -0.0025709797957084168 -0.0016739145209653332 0.0025022995788737991 0.00023461061994843339 0.0018003104798298892 -0.0025174603767865473 0.0026971755259794926 -0.0027943596545565632 0.00059878536708189039 -0.0034646146487139246 -0.0015389934094461185 0.0023762564375305311 -0.0019520401140115579 -0.00013164017124032591 -0.0011416564129217471 -0.00099483411564733133 0.00013670611514478694 0.0036679688571999033 -0.0019984945818800086
leaf_weight=0.0018343276274563882 0.0013199435218780309 0.0010232746532281558 0.0010383970139535839 0.0019721534941439236 0.0010464917445185398 0.0010649432301157455 0.0013688478748630217 0.0016242716958672085 0.001570217306127831 0.0011738622057828616 0.0012115442230209448 0.0012150218444162428 0.0016648557039875573 0.0010174201403707599 0.0012393375073216362 0.0019152943259612698 0.0011375278492324892 0.0010623020299873609 0.0016631840658760666 0.0011458390420671094 0.0011151582623085687 0.00191885323483376 0.00104928419164807
leaf_count=324 25 36 129 73 20 100 92 69 85 323 81 27 116 357 95 49 580 165 61 19 43 99 153
internal_value=0 7.6928e-05 1.9617e-06 -8.64338e-05 4.72895e-05 0.000154834 0.000784795 0.00103641 0.00200383 -0.000361107 -0.000163854 -0.00046213 -0.000189814 -0.00111608 0.00017934 0.000551521 -0.000436631 0.00148153 0.000101834 0.000671598 0.0014403 0.00282745 -0.00272025
internal_weight=0 0.030558 0.0295348 0.0284964 0.0265242 0.0254777 0.0114713 0.0104064 0.00511334 0.0140064 0.0128325 0.011621 0.010406 0.00462599 0.00255928 0.00577998 0.00280238 0.0029776 0.00529303 0.00362985 0.00248401 0.00348907 0.0020667
internal_count=3121 2797 2761 2632 2559 2539 568 468 253 1971 1648 1567 1540 630 120 910 696 214 215 154 135 184 510
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=24
num_cat=0
split_feature=41 3 12 0 13 3 43 3 40 457 2 2 1 49 3 43 3 2 13 3 39 1 4
split_gain=0.000253999 0.000301868 0.000509865 0.000450411 0.000691172 0.000366366 0.000347767 0.000324784 0.000355282 0.000306398 0.000302424 0.000424666 0.000316061 0.000268254 0.000347666 0.000448118 0.000402229 0.000254728 0.000179619 0.000226241 0.000164238 0.000162884 7.66289e-05
threshold=0.079885000000000025 -0.12018999999999998 -0.010834999999999999 -0.053834999999999994 -0.089109999999999981 0.14121000000000003 0.084740000000000024 -0.013929999999999998 -0.081174999999999983 -0.0029299999999999994 0.11215000000000001 0.10222000000000002 0.11249000000000002 -0.086009999999999989 0.090900000000000009 -0.074359999999999996 -0.077774999999999983 0.10188000000000001 0.090705000000000008 -0.20241999999999996 0.12240500000000001 0.090540000000000023 -0.069389999999999993
decision_type=2 2 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 5 -5 9 18 -3 -9 -4 11 13 -12 -11 15 16 -15 -2 -1 -20 -10 -17 -6
right_child=17 2 3 4 22 -7 -8 8 20 10 12 -13 -14 14 -16 21 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0020578761525344002 -0.0024089262656453317 0.0023206953171842808 -0.0017930879567040034 0.00017361198289097648 -0.0034514428793399735 0.0014527288710476159 -0.0005816827850375645 -0.0012904727401515472 0.0018696345541846155 -0.0017097220663147418 -0.0026752522179779694 0.0022588586306243824 -0.00011286480376353951 -0.00028354364359542276 0.0016278564187323036 -0.00038290266693007509 0.0023538289810805975 4.0737974821192131e-05 0.0014909290709267339 -0.00061316351287370543 3.6119979230238255e-05 -0.002062232923701183 -0.0021233001584512984
leaf_weight=0.0019087618784663354 0.0010187602012408084 0.0013588366064425372 0.0014311890718623497 0.0017476156849873803 0.001013954599827116 0.0016222040592310813 0.0016887152998279475 0.0011003006514780367 0.001354359899353951 0.0010536353874961461 0.0010021746698685172 0.0010380436918713274 0.0013399568440490839 0.0018463394378969156 0.0015085561662431246 0.001353287108402536 0.0010985886445649164 0.001003744249715055 0.0015362445668287705 0.0010080815192772263 0.0010202399711829457 0.0013992154794335576 0.001056611405984678
leaf_count=96 80 116 205 31 91 79 29 68 176 60 104 122 36 445 34 773 79 53 98 38 18 176 114
internal_value=0 7.1106e-05 -0.000108002 -0.000368631 -0.00142468 -9.42042e-05 0.000751898 0.000890108 0.000330686 -0.00028619 -0.000100907 0.0001783 -0.00120928 -8.31787e-05 0.000154649 -0.000235424 0.000700313 -0.00119319 0.00125762 0.000657271 0.00108187 -0.00123658 -0.00277369
internal_weight=0 0.0294869 0.0233451 0.0185114 0.00381818 0.0146932 0.0061418 0.00483374 0.0034749 0.013071 0.0116398 0.00929767 0.00234213 0.00825962 0.00720599 0.00569743 0.00294493 0.0020225 0.00445309 0.00254433 0.0023746 0.0027525 0.00207057
internal_count=3121 2988 2727 2349 236 2113 261 378 262 2034 1829 1689 140 1567 1507 1473 524 133 232 136 194 949 205
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 1456 4 1 15 0 3 15 11 150 13 13 3 475 1 2 2 1 43 42 47 16 13 4 1
split_gain=0.00223344 0.00191748 0.0021279 0.00149034 0.00120537 0.00152644 0.00106715 0.00124662 0.00170469 0.00143079 0.00180092 0.00157846 0.00132119 0.00133954 0.0011565 0.00107148 0.00100872 0.00152262 0.000991877 0.00098136 0.00112797 0.000887058 0.000870874 0.00087823 0.000742861 0.000740657 0.000697539 0.000688125 0.000576593 0.000915909
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.048375000000000008 1.0000000180025095e-35 0.24564500000000003 0.122185 -0.098289999999999975 -0.10607499999999999 -0.12018999999999998 -0.008624999999999999 0.078730000000000008 -1.0000000180025095e-35 -0.084034999999999985 -0.084319999999999992 0.10732000000000001 -0.051009999999999993 0.10672000000000002 0.11237500000000002 0.094835000000000017 0.13146500000000003 -0.51144999999999985 0.088795000000000013 0.078875000000000015 -0.5224049999999999 -1.0000000180025095e-35 0.0061450000000000003 0.087135000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 9 14 25 18 12 -12 -14 -9 16 17 -13 -11 26 -21 -7 23 -17 -22 -6 -16 -20 29 -29
right_child=1 2 -4 -5 5 21 -8 8 -10 10 11 15 13 -15 19 22 -18 -19 27 20 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0013735163140748505 0.00137389401919047 -0.0013731369095222876 -0.0012454143715081854 0.0013733685408486098 2.5395455970907529e-05 -0.00037586164926388258 -0.0013729537014590433 -0.0010140818763049045 0.0012353130519170944 0.0011614836198988968 0.0012976531796703025 -0.0010837947388383433 0.00023326364975729288 -0.0011672174288937776 0.0012505173925749463 5.9098878324053363e-05 0.001114791718440068 0.00030521904960216929 0.00068372779890384062 -0.00035715287302717986 0.0013103316984307604 0.0010586332449434683 -0.00018092743510519344 -0.0012149236512105869 -0.00019936084841438195 -0.0012510603164524311 5.8653488480123232e-06 0.00026946776406509056 0.00026165871637246402 -0.0010928869397167868
leaf_weight=0.002173481632823381 0.0017707125789456759 0.0012811132624648272 0.0028011762449295921 0.0014069567211834047 0.0011593109522607383 0.0010515263196850802 0.0011884419024292816 0.0016552190754737248 0.00280764945299694 0.0021559699785029815 0.0016035877499689377 0.0027473509757705017 0.005840922317759116 0.0016510928331712194 0.0023566262306076169 0.0011935674037886201 0.0010709466744742704 0.0032433666187472454 0.003259074434396326 0.0062410247343223091 0.0015754806113363884 0.0035737776789943609 0.0031582211504428423 0.0070039135038246908 0.0010069193405684018 0.003282912130050164 0.0013262366404092072 0.0017343247113785695 0.0046867310793459183 0.002005735764214478
leaf_count=86 9 17 99 21 72 31 261 23 119 24 16 381 42 83 30 11 18 37 61 40 33 80 21 1243 26 121 45 18 27 26
internal_value=0 -3.79526e-05 -7.17045e-05 -2.55721e-05 -5.37458e-05 -2.90988e-05 -8.41798e-05 -5.97776e-05 0.000258071 -0.00017755 -9.80194e-05 -0.000301227 0.000166695 -7.53748e-05 6.43233e-05 -0.000532315 -0.000112402 -0.000331785 0.000305889 0.000207051 -4.14055e-05 0.000732512 -0.000793442 -0.00102942 0.000721678 -0.000917937 0.000802305 0.000148037 -5.91416e-05 -0.000461142
internal_weight=0 0.0758399 0.0740692 0.071268 0.069861 0.0685799 0.0639546 0.0627662 0.0169692 0.045797 0.0413548 0.027513 0.0090956 0.00749202 0.0141615 0.0184174 0.00706166 0.00599072 0.0138418 0.0125063 0.00882342 0.0046253 0.0113557 0.00819748 0.0025824 0.00444222 0.00368286 0.0116859 0.00842679 0.00374006
internal_count=3121 3035 3026 2927 2906 2889 2778 2517 316 2201 2008 1852 141 125 197 1711 436 418 156 174 99 111 1275 1254 59 193 75 132 71 44
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=25
num_cat=0
split_feature=1456 11 43 12 48 0 43 1 12 42 48 0 2 13 47 151 2 4 1 16 42 47 150 1
split_gain=0.000266206 0.000314789 0.000330052 0.00062876 0.00054683 0.000464846 0.00045598 0.000404355 0.000333559 0.000323296 0.000264704 0.00044616 0.000345472 0.000377481 0.000428106 0.000448003 0.000249064 0.000193635 0.000175965 0.000140471 0.000136633 0.000133759 0.000114898 1.55289e-05
threshold=-1.0000000180025095e-35 0.087830000000000005 -0.06984499999999999 0.051320000000000005 0.088965000000000002 -0.053834999999999994 -0.00067499999999999993 0.13686500000000004 0.090455000000000021 -0.095284999999999995 0.12879500000000002 -0.23091999999999999 0.113445 -0.10664 0.090100000000000013 -0.044604999999999992 0.079055000000000014 -0.17966999999999997 0.11323000000000001 -0.091114999999999988 0.094935000000000005 0.086010000000000017 0.090480000000000019 0.093205000000000024
decision_type=2 2 2 2 2 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 -4 10 -5 -2 11 22 13 17 15 -15 -17 -13 -14 -18 23 -10 -8 -11
right_child=1 -3 6 4 -6 -7 7 -9 21 20 -12 12 18 14 -16 16 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0018385760323616405 0.00011358501229586828 -0.0014446342609888742 -0.0022954882675174019 -0.001684477012534215 0.0023906413848995664 -0.0026219175593426023 0.0007218332644325045 0.0018338112092393768 -0.00018105882085541541 0.0027188134819573968 -0.0020241051322940277 -0.00049704104140773774 4.1638743940660238e-05 0.00034733663918211371 0.0008388101116555733 -0.0005796001428456923 -0.0019783333976651414 0.0013438309538470299 0.0022382420716775394 -0.0036030610037463733 0.0013531123786772942 0.0016033585876096582 0.0025391768452029235 0.00338514105215701
leaf_weight=0.0011150018002017417 0.0011546867686824669 0.0018987213456362886 0.0013317157456473874 0.0010973826607942883 0.0010565628892558188 0.0012635711302237951 0.00101885359697462 0.0016146008760662403 0.0010688619257406273 0.0010112669233421911 0.0010431796119920742 0.0016202472173745264 0.0011137750400784805 0.0013083690574973179 0.0013007307706960347 0.0010206532086893816 0.0016269519174039173 0.001700160960538712 0.0010093624138463042 0.0014713532298697993 0.0010362446320861807 0.0014204901303251916 0.001001704793168301 0.0010200438491132502
leaf_count=288 31 119 611 407 125 61 33 101 227 27 32 18 75 49 53 107 95 78 61 251 59 41 27 145
internal_value=0 5.73148e-05 0.000158046 0.000709257 -9.33835e-05 -0.000634489 -0.000149037 2.06054e-05 6.5662e-05 0.00183214 -0.000171553 -3.53834e-05 -0.000310651 -0.000605733 -0.00112456 -0.0015951 -0.00221211 0.000445547 0.00108593 -0.0027499 0.00247904 0.000837177 0.00162279 0.00305342
internal_weight=0 0.0302095 0.0283108 0.0101291 0.00590687 0.00485031 0.0181817 0.0168499 0.00358673 0.00422224 0.0152353 0.0141922 0.0121716 0.0100485 0.00672806 0.00542733 0.00411896 0.00332041 0.00212314 0.00309831 0.00306756 0.00248935 0.00202056 0.00203131
internal_count=3121 2833 2714 1123 861 736 1591 980 675 262 879 847 787 651 555 502 453 96 136 346 231 268 60 172
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=23
num_cat=0
split_feature=44 15 15 14 3 1374 0 0 16 4 12 3 157 1 150 12 0 13 16 16 0 3
split_gain=0.000265491 0.000309883 0.000388859 0.000333096 0.000279205 0.000266836 0.000369181 0.000442062 0.000398308 0.00043361 0.000364623 0.000327902 0.000311567 0.000380116 0.000312183 0.000303658 0.000286957 0.000433173 0.000397836 0.000296385 0.000153634 8.34476e-05
threshold=1.0000000180025095e-35 -0.15026499999999995 -0.11713499999999999 -0.46885499999999997 -0.13309499999999996 -0.094929999999999987 -0.10607499999999999 -0.062294999999999996 -0.29154999999999992 -0.04890499999999999 0.084100000000000022 0.076840000000000006 -0.080544999999999992 0.10171500000000001 0.084335000000000007 0.095175000000000023 0.12113000000000002 -0.036034999999999991 0.0057500000000000008 0.083160000000000026 -0.084889999999999979 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
left_child=1 3 -3 -1 -5 -4 8 10 -7 -10 20 16 -11 14 -14 -13 17 -9 -18 -19 -8 -6
right_child=-2 2 5 4 21 6 7 11 9 12 -12 15 13 -15 -16 -17 18 19 -20 -21 -22 -23
leaf_value=-0.00079827763793463092 -0.0014567637584659697 -0.00188186585795225 -0.0014778853972951694 0.00016096096685322493 0.0028461735494497895 -0.00063890902518838491 -0.0009870057308480069 -0.00026054076348334113 -0.0008110914506032188 0.0031542316160880512 -0.002206845901917707 -0.0018002889993599764 -0.0011674746300597103 0.0022227079902371718 0.001437118901894471 0.00042456731419166925 -0.0018807297147307477 0.0031922800475639957 0.0006882423333338791 0.00086352582621091638 0.00076491968928658991 0.0014840757907611968
leaf_weight=0.0010194014637789905 0.0013836352521536801 0.0013071705728506756 0.0012969017713935207 0.0012646086150454039 0.0010536924694095609 0.0019839621605974855 0.0013249794051923836 0.0015524157504493985 0.0011055146934282334 0.0010647940880517126 0.001966407499167433 0.0015692872952612902 0.0010720008878024566 0.0018220249456923909 0.0010359379469946361 0.0012711937188214506 0.0010788731609174818 0.0012370809361215256 0.0019152484285083204 0.0012659633464693343 0.0010097934685955297 0.0010070376108037848
leaf_count=43 60 120 55 50 156 117 160 120 71 21 1500 87 38 70 22 13 26 58 103 69 85 77
internal_value=0 6.00417e-05 -8.55571e-05 0.000893793 0.00141251 1.40545e-05 0.000100917 -0.000227849 0.000678039 0.00110634 -0.00113339 0.00016597 0.00153074 0.00109087 0.000112542 -0.000804604 0.000557043 0.0011436 -0.000237437 0.00201447 -0.000229295 0.00218054
internal_weight=0 0.0292243 0.0248796 0.00434474 0.00332534 0.0235724 0.0222755 0.0141912 0.00808423 0.00610027 0.00430118 0.00989006 0.00499476 0.00392996 0.00210794 0.00284048 0.00704958 0.00405546 0.00299412 0.00250304 0.00233477 0.00206073
internal_count=3121 3061 2735 326 283 2615 2560 2221 339 222 1745 476 151 130 60 100 376 247 129 127 245 233
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=22
num_cat=0
split_feature=484 1213 1 14 16 474 156 38 1 42 3 43 42 3 0 2 151 15 43 2 48
split_gain=0.000263317 0.000281174 0.000275511 0.000497461 0.00048976 0.000346273 0.000406262 0.000357749 0.000445334 0.000500006 0.000377761 0.00033727 0.000532246 0.000508794 0.000679006 0.000489145 0.000243203 0.000454506 0.000436576 0.000207926 0.00018931
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.13686500000000004 0.062655000000000016 0.13751500000000003 0.084660000000000027 0.08549000000000001 0.084835000000000008 0.12811000000000003 0.093775000000000011 -0.20241999999999996 -0.075574999999999989 -0.098769999999999983 -0.077774999999999983 -0.059114999999999994 0.090425000000000019 -0.0083949999999999979 -0.074054999999999996 0.07827000000000002 0.11093500000000002 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
left_child=-1 -2 3 5 -4 6 7 8 9 10 -3 12 -12 14 -14 20 -17 -18 -19 -11 -13
right_child=1 2 4 -5 -6 -7 -8 -9 -10 19 11 15 13 -15 -16 16 17 18 -20 -21 -22
leaf_value=-0.0014285495220413764 -0.0019051206697617681 0.002513325079066766 0.0036280968620624023 -0.0027084672738896067 -8.8124342890197029e-05 0.0017935066928785603 -0.0024613890470734294 -0.0020665830798823471 0.0027530265482004321 -0.0024797608970139624 -0.0011783588786279365 -0.00080694214920959883 -0.0016198375644262851 0.0037196420786634221 0.0029949443486753393 -0.0010121649381106804 0.0027382042164425073 -0.001579262620779323 0.0013604646575053447 -0.00027598351252830028 -0.0029148891034796506
leaf_weight=0.0019922579150006827 0.0011059079949018438 0.0012781615350600994 0.0010082727057429955 0.0010258023296856314 0.0013647138162866668 0.0019642206117467245 0.0010274334639275287 0.00113038532274956 0.001116260394239176 0.0014928683951165303 0.0012520933705166826 0.0019233844398543042 0.0010800262791481607 0.0014597060449101891 0.0010078053707616164 0.0014971841387847462 0.0014578648326875054 0.0015075159390605108 0.0018272064626616569 0.0013181251907870006 0.0010922096713494867
leaf_count=503 473 54 130 63 29 224 193 38 59 221 68 280 236 135 24 67 82 66 54 70 52
internal_value=0 9.30376e-05 0.000175396 4.7765e-05 0.00149088 0.000168425 1.97388e-05 0.00014445 0.000273878 0.000121776 0.000408326 0.000217576 0.00108821 0.00188819 0.000607738 -0.000231491 0.000410447 0.000854866 3.15127e-05 -0.00144637 -0.00157041
internal_weight=0 0.0279371 0.0268312 0.0244583 0.00237299 0.0234325 0.0214682 0.0204408 0.0193104 0.0181942 0.0153832 0.014105 0.00479963 0.00354754 0.00208783 0.00930537 0.00628977 0.00479259 0.00333472 0.00281099 0.00301559
internal_count=3121 2618 2145 1986 159 1923 1699 1506 1468 1409 1118 1064 463 395 260 601 269 202 120 291 332
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=31 39 42 156 43 376 151 4 403 1374 150 11 3 47 150 13 160 13 1 4 1374 51 52 49 0 0 0 0 2 13
split_gain=0.00151876 0.00133845 0.00119858 0.00118117 0.0011577 0.00174039 0.0011265 0.00149695 0.00115486 0.001064 0.00105376 0.00122386 0.00122311 0.00145124 0.00128486 0.00150057 0.00114612 0.00140007 0.00149493 0.00208098 0.00112462 0.00121602 0.000959435 0.000839109 0.000952006 0.00105571 0.000950204 0.0010361 0.000786798 0.0019873
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.24789500000000006 0.088470000000000007 -0.5225749999999999 0.27287000000000006 -0.092474999999999988 0.093235000000000012 0.081835000000000019 0.079915000000000014 -0.10519499999999998 0.085270000000000026 -0.22665999999999997 -0.083364999999999981 -0.082179999999999989 -0.53104499999999988 0.10089500000000001 -0.04890499999999999 -0.094929999999999987 -0.076794999999999988 -0.088614999999999985 -0.006494999999999999 -0.13455999999999999 -0.074229999999999977 -0.052984999999999997 -0.057069999999999989 0.11093500000000002 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 -2 -4 5 6 -5 8 -8 10 11 12 13 28 -14 16 -16 -18 19 -19 -12 -22 -23 -17 -25 -26 27 -27 29 -10
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 20 -13 14 -15 15 23 17 18 -20 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0012438182658439274 -0.0012437046457610286 0.001243898552329273 -0.0012435098214749877 -0.0011940514866878671 -0.00078580382533892151 0.001190196876169012 -0.0012435067010896131 0.00043145058945245727 0.00053191332614401583 -0.0012300235638882022 -0.00043586317129060728 -0.0011477502681305023 0.001040676576983915 0.001189487996319735 -0.0009986416138110766 -0.0012435952349642827 -0.0008435907263092653 0.00069888589857364041 0.0012368898280187295 -0.00099339616727876648 -0.00063321059237872175 -6.4584031098809566e-05 0.00097916399251129571 0.00017291380857067739 -0.0012435945119601299 -0.00049235098276381208 -0.0008453282197554235 0.0010259810624480739 0.00073168951370454537 -0.00090778802582532102
leaf_weight=0.001480718932466373 0.0012799575509774277 0.0012553785570332812 0.0012164897479429717 0.0012158853526571525 0.0028280555806627907 0.0019293815090577473 0.0012771327280196578 0.010938273134705412 0.0030091220872350208 0.0011454634810661437 0.0023666902639263307 0.0017013603370088495 0.001199245374778001 0.0022043674152811841 0.0013172237683054524 0.002237977304716309 0.0015151149418670693 0.0029699879121523063 0.0025561745633240207 0.0018070996729839788 0.0011895410905538037 0.0018066259294045048 0.0055289025037765765 0.0031338909585656343 0.0028570612695410979 0.0015380961126609805 0.0026434847663097403 0.0012675732393176986 0.0019582223044380953 0.0029218416949277071
leaf_count=86 18 21 163 45 180 47 348 258 42 34 36 97 11 14 147 65 8 152 33 156 55 39 107 70 545 146 115 14 11 58
internal_value=0 -2.85953e-05 -5.15604e-05 -2.92129e-05 -7.18642e-06 2.70931e-05 -8.92357e-06 1.46641e-05 -7.62377e-05 -4.57363e-05 -1.73146e-05 -0.000117777 -6.79044e-05 0.000297522 -0.00021519 -0.000278355 8.34827e-05 0.000244574 0.000469399 5.87213e-05 0.000322468 0.000532992 0.000722105 -0.000547274 -0.000411056 -0.000631384 -0.000310395 0.000193616 4.82927e-05 -0.000177344
internal_weight=0 0.0708156 0.0695602 0.0682803 0.0670638 0.0642357 0.0623064 0.0610905 0.0501522 0.0488751 0.0477296 0.0368378 0.0351365 0.0100936 0.0250429 0.0238437 0.0101656 0.00884838 0.00733326 0.00477709 0.0108918 0.00852507 0.00733553 0.0136781 0.0114401 0.00830622 0.00544915 0.00280567 0.00788919 0.00593096
internal_count=3121 3035 3014 2996 2833 2653 2606 2561 2303 1955 1921 1684 1587 125 1462 1451 496 349 341 308 237 201 146 955 890 820 275 160 111 100
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 1456 15 1348 0 0 43 12 3 133 48 15 3 16 13 0 0 1 4 133 2 1 1 133 49
split_gain=0.00167883 0.0015543 0.00213791 0.0013125 0.00152549 0.00111087 0.00133386 0.0014243 0.00137256 0.00107486 0.00187727 0.00145509 0.00146422 0.00140827 0.00132416 0.00126201 0.00101766 0.00169087 0.0010016 0.00155963 0.000960843 0.00159333 0.00112861 0.000896824 0.000894088 0.000888352 0.000867018 0.000824922 0.000706075 0.000634077
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.048375000000000008 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 -0.10607499999999999 -0.060129999999999996 -0.074359999999999996 0.098810000000000023 0.14121000000000003 0.083950000000000011 0.12879500000000002 -0.095869999999999983 -0.10519499999999998 0.22339500000000004 -0.017449999999999997 -0.23091999999999999 -0.14920999999999998 1.0000000180025095e-35 -0.0016099999999999997 1.0000000180025095e-35 0.094835000000000017 0.10781 0.11785500000000002 0.085760000000000017 -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=-1 -2 3 4 -3 6 7 27 9 15 13 24 18 14 -11 16 17 -9 19 -13 -18 29 -23 -19 -12 -7 -25 -6 -16 -22
right_child=1 2 -4 -5 5 25 -8 8 -10 10 11 12 -14 -15 28 -17 20 23 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0013200448758202928 0.0013202927379730256 -0.0013198744178545014 -0.0012283422200248027 0.0013199597317738348 0.00025470387423984897 -0.00046397713143200359 -0.0013196654194884761 0.0012141125743165633 0.0011670476330972927 -0.0011756338984668224 0.00072968604679087934 0.001027275966159898 -0.0013198264393620208 0.00041152660241124139 0.00079260124947145563 -0.00083400597893610803 0.0011083733685440834 0.00055102101352928615 -0.00082549892199973017 -0.00031132699465174433 -0.00091282126403288558 -0.00015710590969861859 0.0010705926801792614 -0.001319753125103555 -0.00023731418372385145 0.00094390005886989899 -0.00024381458421866327 0.0013196693992338878 -0.00067823622862969062 0.00015300659812427457
leaf_weight=0.001613860985514747 0.0014328998167911769 0.0016023544958301264 0.0026609114559903438 0.0012442899814146804 0.0041699971862954035 0.0010117891507377399 0.0014355352350037256 0.00126728638952045 0.0014496543439008738 0.0075181917621129843 0.0050240447674809721 0.0023303261494191929 0.0021503847042794186 0.0016461158325000733 0.0010124972130824972 0.0023499552712564755 0.0027606605676737664 0.0012656046432084622 0.0024806445079548212 0.0043346482829633853 0.0021236050100696957 0.0019547233972971832 0.0039153771808742022 0.002204015366089605 0.0024900058254218038 0.003412128142699089 0.0031938266110955738 0.0018188816071074143 0.0012953537408133542 0.0017920609723205416
leaf_count=86 9 17 99 21 50 31 261 12 34 1058 64 30 83 16 50 24 25 11 111 37 18 35 70 68 40 80 26 111 517 27
internal_value=0 -4.05312e-05 -6.76456e-05 -2.30487e-05 -4.76201e-05 -1.69216e-05 -6.25164e-05 -3.27105e-05 -9.97634e-05 -0.000134342 -0.000297327 -4.07467e-05 -0.000340077 -0.000718023 -0.000907251 8.18725e-05 0.000186979 -0.000183016 -0.000109711 0.000156699 0.000420856 0.000226901 0.000661773 -0.000448729 0.000409242 0.000621906 -0.000683136 0.000578144 -3.29524e-05 -0.00042503
internal_weight=0 0.0733478 0.0719149 0.069254 0.0680097 0.0664073 0.0619834 0.0605479 0.054559 0.0531093 0.0302822 0.0188101 0.011296 0.0114722 0.00982604 0.0228271 0.0204772 0.00793073 0.00914562 0.00666497 0.0125464 0.00978577 0.0058701 0.00666345 0.00751405 0.00442392 0.00539784 0.00598888 0.00230785 0.00391567
internal_count=3121 3035 3026 2927 2906 2889 2778 2517 2356 2322 2006 365 261 1641 1625 316 292 117 178 67 175 150 105 105 104 111 94 161 567 45
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=22
num_cat=0
split_feature=160 52 1 3 14 157 48 2 16 48 1 160 47 43 14 1 0 1 52 2 3
split_gain=0.00028762 0.000292078 0.000333629 0.000474908 0.000467398 0.000415403 0.00038529 0.000396002 0.000381154 0.000463398 0.000381296 0.000375432 0.000369548 0.000363915 0.000342144 0.000344997 0.00033396 0.000296694 0.000199253 0.000198582 0.000494309
threshold=-0.40698999999999991 -0.40306999999999998 0.13686500000000004 0.11296500000000002 0.062655000000000016 -0.077234999999999984 0.12879500000000002 0.098035000000000011 -0.056919999999999991 0.085845000000000019 0.077565000000000009 0.083670000000000008 0.09364500000000002 -0.20207499999999998 -0.10708499999999999 0.10937500000000001 -0.10607499999999999 0.090540000000000023 -0.054584999999999995 0.10559 -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
left_child=-1 -2 4 -4 5 17 7 8 9 10 -7 14 16 -10 -9 19 -12 -3 -15 -16 -21
right_child=1 2 3 -5 -6 6 -8 11 13 -11 12 -13 -14 18 15 -17 -18 -19 -20 20 -22
leaf_value=-0.0021258523335989177 -0.0015420936883991862 0.00029844654300006674 0.0036559985531662478 -4.4469693031678727e-05 -0.0026024855217823264 -0.0012423146981333441 -0.0022443882471948466 -0.0015154527118527931 0.00064289047084810423 -0.0015338809939846642 0.0035208629871231771 0.0027623308363333176 -0.00059547169717041805 -0.00081670030411446393 0.0014750333583508197 0.0027620504784581622 0.00085593288015332501 0.0030007650387310998 -0.0029103580210510667 0.0016436390544351267 -0.0015991504408138578
leaf_weight=0.0010118199756030668 0.0017342211384976372 0.0013207006076276775 0.0010452634110391648 0.0012395595086305278 0.0010529783057009459 0.0012124137896085633 0.0012196674702789059 0.0012604357063707994 0.0010913148949356355 0.0019505295362223229 0.0014017113966815486 0.0012959522835176429 0.0011847316596877988 0.0012390138166038511 0.001615217346027098 0.001179516392006974 0.0017031335506167977 0.0013366896180926346 0.0018575614749409882 0.0013048509695749999 0.0018702746889749378
leaf_count=240 324 178 68 93 76 590 48 41 42 93 27 97 45 192 86 91 261 65 271 23 170
internal_value=0 6.71951e-05 0.00016912 0.00164842 3.44431e-05 0.000149926 -3.74295e-05 9.6046e-05 -0.000388906 0.000159603 0.000759966 0.000758124 0.00132589 -0.001365 0.000398892 0.000803074 0.00205904 0.00165774 -0.00207264 0.000320719 -0.000266492
internal_weight=0 0.0291157 0.0273815 0.00228482 0.0250967 0.0240437 0.0213863 0.0201667 0.0116404 0.00745252 0.00550199 0.00852625 0.00428958 0.00418789 0.0072303 0.00596986 0.00310484 0.00265739 0.00309658 0.00479034 0.00317513
internal_count=3121 2881 2557 161 2396 2320 2077 2029 1521 1016 923 508 333 505 411 370 288 243 463 279 193
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=39 31 42 376 421 14 43 156 15 15 3 133 159 483 1374 156 9 16 403 456 12 33 4 160 151 1374 151 401 49 16
split_gain=0.00245949 0.00238982 0.00217501 0.00215797 0.0019484 0.00228616 0.00164087 0.00154727 0.0017773 0.00150932 0.00228228 0.00155518 0.00159769 0.00149341 0.00148126 0.00124533 0.00124269 0.00145007 0.0012135 0.00127116 0.00113823 0.00114469 0.00116835 0.00182076 0.00192465 0.00161906 0.00155541 0.00147207 0.0012668 0.00107242
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 0.39192500000000002 -1.0000000180025095e-35 -0.24436499999999997 -0.21699999999999997 0.30112000000000005 0.10622000000000002 0.10395500000000001 0.088070000000000009 0.10637000000000001 0.10499000000000001 -0.013509999999999999 -0.5435399999999998 -0.092474999999999988 0.087015000000000023 0.11650500000000001 -1.0000000180025095e-35 -0.49405499999999997 -0.091944999999999985 -0.010154999999999999 -0.094929999999999987 -0.23821999999999996 0.085900000000000018 -0.083629999999999996 -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=1 -1 -3 4 -4 6 7 -6 -9 -10 11 12 13 14 15 16 -11 -18 -19 20 21 -20 -23 24 -24 -25 -27 28 29 -28
right_child=-2 2 3 -5 5 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0012690816953557108 0.0012690768085855131 -0.0012688161115849521 0.0012688729633311749 0.0010387005212301823 -0.001268409434899155 -0.0010977414445745507 -0.001169893115830491 0.00058201259817863339 -0.00126882696958227 -0.0012689285499347138 0.0012684398365464316 -0.00093820924215987534 -0.0011665060215023629 -0.0012684457782485849 -0.0012686989634811225 -0.0012684443998444909 0.0012196769193018406 -0.001268403707188971 -0.0010891011489530483 -0.0010532039423327925 -0.00073135331317750402 -0.00047300274948636716 0.00085798914103061728 -0.00055719102753815867 -0.0012091739446313007 -0.001063320121104249 0.00049988882169399701 -0.00095633096593653814 0.00061600298417804011 -0.0005504822352627067
leaf_weight=0.0021232254145360221 0.0022913615588322491 0.0024585528107365908 0.0016519728453658891 0.0027879814861933019 0.0016334929399981482 0.003692927236542686 0.0021510860574878157 0.0071312499209241756 0.0016844642706885784 0.0010816785725182845 0.0020378629095318948 0.0033354204381854649 0.0019930443811446699 0.0014849765854059163 0.0014017856379382456 0.0011282100304228484 0.0018116814063944128 0.0010743878503944862 0.0011352998293432384 0.0015106608647101885 0.0023669487646600365 0.0038181810382695641 0.001017574424764689 0.0030175035859940627 0.0025158560562825718 0.0011190729227337206 0.0031929792136224933 0.0011503483924641946 0.028364640030407208 0.0030641779605637956
leaf_count=84 23 18 18 49 154 97 109 165 40 3 58 365 139 150 20 110 37 106 24 95 33 38 12 29 174 34 29 155 699 54
internal_value=0 -6.10422e-05 -9.21404e-05 -5.93985e-05 -9.51771e-05 -0.00012203 -7.71145e-05 -4.70055e-05 -2.09039e-05 -8.29404e-05 -5.34e-05 -9.44727e-05 -4.92637e-05 -1.23095e-05 1.94295e-05 5.09043e-05 7.73708e-05 0.000103772 6.58758e-05 9.32996e-05 0.000127419 0.00016942 0.000199652 0.000258773 -0.000613862 0.000336034 0.000409095 0.000455157 0.000502055 -1.4486e-05
internal_weight=0 0.0929372 0.090814 0.0883555 0.0855675 0.0839155 0.0802226 0.0780715 0.076438 0.0693068 0.0676223 0.0655844 0.062249 0.060256 0.058771 0.0573692 0.056241 0.0551593 0.0533476 0.0522732 0.0507626 0.0483956 0.0472603 0.0434422 0.00353343 0.0399087 0.0368912 0.0357721 0.0346218 0.00625716
internal_count=3121 3098 3014 2996 2947 2929 2832 2723 2569 2404 2364 2306 1941 1802 1652 1632 1522 1519 1482 1376 1281 1248 1224 1186 186 1000 971 937 782 83
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=24
num_cat=0
split_feature=1456 453 4 11 133 0 2 52 160 133 156 13 15 1374 0 0 1 47 3 13 1 4 4
split_gain=0.000252059 0.000284905 0.00033239 0.000648788 0.00029787 0.000430196 0.000377156 0.000401365 0.000291288 0.000348298 0.000443446 0.000406504 0.000544262 0.00042372 0.000353677 0.000295128 0.000340547 0.000275847 0.000243445 0.000282926 0.000184471 6.95487e-05 2.39514e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.079915000000000014 0.10622000000000002 -0.0058249999999999994 0.11018500000000002 0.090645000000000017 -0.091944999999999985 -0.0061299999999999992 0.090100000000000013 -0.084034999999999985 0.035560000000000008 -0.094929999999999987 -0.13843999999999998 -0.14226499999999997 0.095285000000000022 0.13148500000000005 -0.14989499999999997 -1.0000000180025095e-35 0.083345000000000016 0.42051500000000003 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
left_child=-1 2 3 4 5 8 7 -7 -2 -10 11 14 13 -13 -11 22 -17 -18 -4 -20 -16 -21 -15
right_child=1 -3 18 -5 -6 6 -8 -9 9 10 -12 12 -14 15 20 16 17 -19 19 21 -22 -23 -24
leaf_value=-0.0014205741743643769 -0.001342416853831322 -0.0014765735759107719 -0.00011616987758536891 -0.0022536650397778266 -0.0014562372339106061 0.0015103439071250991 0.0024473302790321157 -0.00045948947672820638 -0.001197130823879299 -0.00021447237210709411 -0.001656228855188954 -0.0012551100630872438 -0.0014658890212874841 0.0013014700961377903 0.0010876928845859261 -0.0012043276372009364 0.0015355947612883804 -0.00040340167344282783 0.0024869290863359502 0.0011498929888786489 0.0027376864373164101 8.8620175023759607e-05 0.0019411635377527333
leaf_weight=0.001052477574757126 0.0014546813108649017 0.0010273752927041349 0.0016676284780317019 0.0010993224685975625 0.0010625298188779988 0.0016974834248806364 0.0010887075281615921 0.0019042679769967208 0.0017434830994327308 0.001028601091128678 0.0010233805879780187 0.0011320029318255828 0.0017070561155865249 0.0010220164047502998 0.0012645622582159151 0.0010431615192580948 0.0016330097815142608 0.0010432678965912601 0.001095449267065618 0.0011320309840527889 0.0010986756961663957 0.0010171646079442098 0.0010094134607925298
leaf_count=288 246 75 57 142 380 85 24 31 645 45 113 22 164 41 169 171 64 12 188 36 59 52 12
internal_value=0 4.68528e-05 0.000102815 -4.54087e-05 6.51557e-05 0.000142524 0.000928101 0.000468881 -8.48805e-05 3.91523e-05 0.00020489 0.000363851 2.29215e-05 0.000392169 0.00122726 0.00071642 0.00022328 0.000779734 0.000798496 0.0012686 0.00185478 0.000647617 0.00161933
internal_weight=0 0.0289953 0.0279679 0.0230556 0.0219563 0.0208938 0.00469046 0.00360175 0.0162033 0.0147486 0.0130051 0.0119818 0.00858993 0.00688287 0.00339184 0.00575087 0.00371944 0.00267628 0.00491227 0.00324464 0.00236324 0.0021492 0.00203143
internal_count=3121 2833 2758 2425 2283 1903 140 116 1763 1517 872 759 486 322 273 300 247 76 333 276 228 88 53
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=22
num_cat=0
split_feature=484 1 0 1429 133 160 1 50 47 42 15 12 2 3 48 0 52 15 52 52 1
split_gain=0.000240226 0.00026042 0.000479045 0.000410799 0.000336532 0.000333921 0.000384285 0.000307455 0.000407698 0.000586002 0.000338174 0.000255706 0.000233032 0.000553066 0.000423896 0.000409283 0.000228297 0.000179103 0.000308799 0.00031176 0.000157196
threshold=-0.0068949999999999992 0.077565000000000009 -0.084044999999999995 0.084545000000000009 0.085075000000000026 -0.080409999999999995 0.111945 0.077805000000000013 0.13148500000000005 0.097315000000000026 0.035560000000000008 0.098810000000000023 0.090675000000000019 0.11924500000000002 0.085325000000000012 -0.098289999999999975 -0.077024999999999996 0.035560000000000008 0.096795000000000006 -0.07278999999999998 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
left_child=-1 2 -2 4 5 6 -3 8 9 10 12 17 14 16 15 -7 -14 18 19 -4 -17
right_child=1 3 11 -5 -6 7 -8 -9 -10 -11 -12 -13 13 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.0014999163946771688 -0.0024566033542966232 -0.0028185884802675344 0.00073452316763517348 0.0030067108846359406 0.0026470033263726075 0.0018414772276154994 0.00073118505827254898 0.002409168247483778 -0.0022836123253539595 0.0032210269583162988 -0.0020566180756070923 -0.0018031635849746043 0.00098361904375446774 -0.00090303773744687124 -0.0027029413596096319 -0.0022118352841677563 0.0037979641748025527 0.0019415339106581011 0.001559114428934464 -0.0025647091028373611 0.0002243416274133483
leaf_weight=0.0019974095040682363 0.0020048531583953802 0.001540291640171886 0.0010668472101276194 0.0011264588631476604 0.0010766382705753577 0.0020025818573827792 0.0010041105280542695 0.0012983964299637671 0.001259014513010471 0.0012961196458149979 0.0013390080764210674 0.0012014578704375722 0.0010322620185583284 0.0015337445708727415 0.0011195814430777773 0.0010403392256250754 0.0012955219999852821 0.0012668293382569473 0.0015287384116948743 0.0012279669373889144 0.0010718175277402153
leaf_count=503 630 139 103 75 252 39 57 164 25 74 55 178 96 87 45 70 71 325 35 51 47
internal_value=0 0.000103937 -0.000556154 0.000391635 0.000227153 7.23775e-05 -0.00141772 0.000337727 0.000130679 0.00038979 3.81205e-05 4.94118e-05 0.000346489 0.00117846 -0.000267286 0.000395433 0.00254994 0.000486666 4.63551e-06 -0.00103091 -0.000975593
internal_weight=0 0.0273326 0.00829669 0.0190359 0.0179094 0.0168328 0.0025444 0.0142884 0.01299 0.011731 0.0104349 0.00629184 0.00909585 0.00386153 0.00523432 0.00411474 0.00232778 0.00509038 0.00382355 0.00229481 0.00211216
internal_count=3121 2618 1322 1296 1221 969 196 773 609 584 510 692 455 254 201 156 167 514 189 154 117
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=39 31 421 14 42 123 1456 15 0 0 47 47 0 1 3 0 3 13 49 48 150 3 13 4 40 48 42 0 16 1
split_gain=0.00247302 0.00240449 0.00195707 0.00242854 0.00200047 0.00201738 0.00158474 0.00151299 0.00172269 0.00336235 0.00208645 0.00174824 0.00164836 0.0020112 0.002115 0.00150239 0.00154197 0.0017196 0.00161187 0.00138205 0.0020422 0.00127974 0.00125112 0.00271342 0.00122045 0.00197066 0.00121722 0.00116024 0.00102651 0.000995126
threshold=0.16946000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 -0.10607499999999999 -0.060129999999999996 0.14029000000000003 0.11893500000000001 -0.14832499999999996 1.0000000180025095e-35 0.11296500000000002 -0.053834999999999994 -0.10831999999999999 -0.15078499999999997 0.0034800000000000005 0.086260000000000017 0.095565000000000011 0.090900000000000009 -0.084034999999999985 -0.083854999999999985 -0.081804999999999975 0.084170000000000009 0.075730000000000006 0.11070500000000001 0.0057500000000000008 0.11785500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 29 11 10 22 12 19 14 -14 -11 18 -18 26 21 -21 -9 23 -10 25 -7 27 -17 -29 -6
right_child=-2 2 3 -5 5 24 -8 8 9 15 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012943401357770334 0.0012945337073360787 0.0012945371888731696 -0.0012941254347864774 -0.0011606486516777953 0.00019200752574271825 -0.00082969723142394133 -0.0012938127557206738 -0.00018827228906733901 0.0012863060347597305 0.00089852887145674693 0.00096993683471882457 -0.00097666940972612228 -0.0012937715683861873 0.00096647835970072829 0.00079499435413652939 0.0011940687957463264 7.5846868127982619e-05 -0.0009996673063707457 0.0011247658211192492 -0.00094291668847636622 0.00020393589382678885 0.00096803179529883585 -0.0011776360247304813 -0.00092759826616158644 0.0010382530462538452 0.0010941003478635819 -0.00055924350481956989 -0.00097569058582039673 0.00052360330609156863 0.0012938680044983629
leaf_weight=0.002170412092155515 0.0023392677055653613 0.0016946900186667327 0.0021665765598584122 0.0035300319526498916 0.0045040090070642682 0.0020077286804749406 0.0018146000426124678 0.0030496452286570266 0.0012346594745906714 0.0027465248142561896 0.0010699121724258029 0.0022909746421646551 0.0016291758288957611 0.0074565769643299973 0.0016160827844942105 0.0018585301224902651 0.0047225494485019217 0.0052580942973747989 0.0024902410737013261 0.0049749997169783455 0.0054400550070567988 0.0033742870999731167 0.009479814231028165 0.0037122779159410877 0.0044159960469869475 0.001602348999995229 0.0042272763917026168 0.0013003485582885332 0.0018538162922681067 0.0019725116798667841
leaf_count=84 23 20 17 98 43 30 261 33 18 30 5 24 65 82 5 16 29 169 16 33 21 43 1182 426 115 49 22 6 71 85
internal_value=0 -5.1778e-05 -8.30273e-05 -0.000108458 -6.63796e-05 -3.54863e-05 -9.89757e-05 -7.05455e-05 -0.000126056 -0.000301689 -0.000773158 0.000109171 0.000199496 0.000596497 -0.000253602 -2.95706e-06 -0.000116999 -0.000490765 0.000201019 -5.2814e-05 -0.000343886 0.000419097 -0.000902429 -0.000375051 0.000582133 2.41889e-05 -4.79371e-05 0.000383255 -9.45016e-05 0.000527594
internal_weight=0 0.0956647 0.0934943 0.0917996 0.0882696 0.086103 0.078077 0.0762624 0.0697858 0.039954 0.0154967 0.0298318 0.0275408 0.0107018 0.00324526 0.0244574 0.0217109 0.00998064 0.0117302 0.016839 0.0104151 0.00642393 0.0144268 0.00494694 0.00802607 0.00361008 0.00923997 0.00501269 0.00315416 0.00647652
internal_count=3121 3098 3014 2994 2896 2879 2685 2424 2296 1990 1631 306 282 152 70 359 329 198 131 130 54 76 1626 444 194 79 115 93 77 128
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=23
num_cat=0
split_feature=124 43 123 484 133 13 132 42 48 43 11 156 160 4 1 16 1374 4 2 48 43 40
split_gain=0.000263829 0.000335439 0.000403598 0.00037038 0.000362196 0.000261409 0.000357225 0.000419589 0.000354112 0.000264551 0.000260024 0.00029715 0.000397359 0.000356661 0.000508433 0.000357707 0.000453618 0.000316797 0.000274687 0.000308892 0.000259551 0.000248024
threshold=0.10281000000000001 0.24789500000000006 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.10664 0.081465000000000024 -1.0000000180025095e-35 0.092265000000000014 0.07827000000000002 0.077290000000000011 0.091255000000000017 -0.091944999999999985 -0.083854999999999985 0.079415000000000013 -0.5315899999999999 -0.094929999999999987 -0.27825499999999997 0.079055000000000014 0.086260000000000017 -0.074359999999999996 -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
left_child=1 2 3 -1 5 8 7 -7 9 -5 11 12 -9 17 -15 -16 -17 -14 20 -20 -18 -4
right_child=-2 -3 21 4 -6 6 -8 10 -10 -11 -12 -13 13 14 15 16 18 -19 19 -21 -22 -23
leaf_value=-0.0018890715138635593 0.0017272640203013394 -0.0022124107681036915 0.0002049969602745549 0.00083581889395930209 -0.002287909592483252 -0.0020019698617370157 0.0018694169017292859 -0.0023251597973402761 -0.00063295284686460101 0.0033714092479947334 0.0017000619708761855 -0.0020528841179520483 0.00011073953548623372 -0.0024782644477615136 -0.0012914706194730309 -0.0015431367490468403 0.0015617293926981661 0.0027780377726755825 0.0035671117775072218 0.00069434052287592268 -0.0011283867742630214 0.0026967723472914266
leaf_weight=0.0017158618157910857 0.0012710576179859592 0.0010747888595776791 0.0011469433460442602 0.0015900872979095438 0.0010135474903663058 0.0018620949584784432 0.0012772839859582765 0.0010334228178616742 0.0013365012048183189 0.0010204969396250263 0.0011873991080335608 0.0011885527870028065 0.0013621788824735859 0.0012563055965584356 0.0018328385322448071 0.001101201016581399 0.0011156121901247928 0.0013287887525166254 0.0011798188155580647 0.0010856541046138091 0.0010533020016492145 0.0012733409621423766
leaf_count=476 39 182 102 95 372 431 121 214 47 45 101 120 30 309 48 20 50 18 32 36 99 134
internal_value=0 -8.31515e-05 1.72978e-06 -0.000147606 -1.66925e-05 8.88473e-05 -0.000111154 -0.000263666 0.000994049 0.001827 -4.38447e-05 -0.000196804 -1.81639e-05 0.000192526 -0.0001929 0.000196752 0.000689504 0.00142784 0.00124394 0.00219043 0.000255313 0.00151595
internal_weight=0 0.028036 0.0269612 0.0245409 0.0228251 0.0218115 0.0178645 0.0165872 0.00394709 0.00261058 0.0147251 0.0135377 0.0123491 0.0113157 0.00862473 0.00736843 0.00553559 0.00269097 0.00443439 0.00226547 0.00216891 0.00242028
internal_count=3121 3082 2900 2664 2188 1816 1629 1508 187 140 1077 976 856 642 594 285 237 48 217 68 149 236
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=22
num_cat=0
split_feature=52 1 14 47 147 52 15 52 0 0 0 157 2 2 1 51 49 15 2 13 16
split_gain=0.000269272 0.000288807 0.000431626 0.000398617 0.000387545 0.000312522 0.000577477 0.000417369 0.000513803 0.000382392 0.000846444 0.000361811 0.000333124 0.000590559 0.000301529 0.000273754 0.000271146 0.000263772 0.000259405 0.000224271 0.00019852
threshold=-0.40306999999999998 0.13686500000000004 0.062655000000000016 0.11893500000000001 1.0000000180025095e-35 0.11434500000000002 -0.036009999999999993 0.10347000000000002 0.15398500000000004 -0.076234999999999983 -0.10151999999999999 -0.080544999999999992 0.11215000000000001 0.098035000000000011 0.094385000000000011 0.081440000000000026 -0.052259999999999994 -0.079929999999999987 0.092120000000000021 -0.088854999999999976 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 9 10 11 -2 13 14 15 -13 -6 -11 -19 -14 -3
right_child=1 20 -4 -5 16 6 -8 -9 -10 17 -12 12 19 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0013303720672716158 0.0021249204380472363 0.0023319945249765596 -0.0021643139809975325 -0.0019151059789796246 0.00038422158718850476 0.00042475701298933167 -0.0028195176299893594 0.0022531074033211554 -0.0021853771024535193 0.0022762021649561847 -0.0021852246831604509 -0.0021909213437351733 -6.1375966349634225e-05 0.0026664831929008887 0.0009255889326721991 2.0815180159424386e-05 0.0027141011089004533 -0.00061664873971882604 0.0013237905639057622 -0.0022755238900330332 0.00032076263062745758
leaf_weight=0.0016488630955446828 0.0010834469793081771 0.0010292250740073774 0.0010372002000380567 0.0011085309874268026 0.0012150111937074826 0.0013357622319807305 0.001185644233868465 0.0010389052467991702 0.0011062612234553617 0.0013535844454768409 0.001915182108810364 0.0010139992851962952 0.0010995297790543646 0.0011186208517237617 0.0020283917535834917 0.0017401272971255821 0.0010802754565872865 0.0013748785688161369 0.0018499755212904034 0.0010000694277820799 0.0012372839266880931
leaf_count=324 23 123 90 67 45 191 231 75 32 95 1070 74 48 69 30 33 103 164 165 30 39
internal_value=0 7.81644e-05 -2.79656e-05 6.57338e-05 0.000163154 1.37633e-05 -0.0011008 0.00017233 4.27614e-05 0.000200993 -0.000141023 0.000289948 4.1459e-05 0.00045328 -6.43834e-05 -0.00079349 0.00148078 0.00102266 0.000496507 -0.00111601 0.00123407
internal_weight=0 0.0269519 0.0246854 0.0236482 0.0225397 0.0202444 0.00252141 0.017723 0.0166841 0.0155778 0.0109994 0.00908419 0.00800074 0.00590114 0.00478252 0.00275413 0.00229529 0.00457844 0.00322485 0.0020996 0.00226651
internal_count=3121 2797 2635 2545 2478 2330 422 1908 1833 1801 1377 307 284 206 137 107 148 424 329 78 162
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=22
num_cat=0
split_feature=44 124 39 42 1 42 1 43 16 484 48 2 0 51 49 15 1 13 0 42 3
split_gain=0.000232845 0.000278906 0.000258951 0.000499804 0.00025197 0.000239279 0.000809805 0.000443254 0.000264316 0.000169496 0.000208048 0.000396202 0.000290784 0.000244875 0.000203707 0.000436792 0.000336575 0.000408276 0.00027793 0.000171039 0.000131778
threshold=1.0000000180025095e-35 -0.043384999999999993 0.11593500000000001 -0.11051499999999999 0.096860000000000016 0.091735000000000025 0.122185 -0.20207499999999998 0.22339500000000004 -0.0068949999999999992 0.085845000000000019 0.090675000000000019 -0.23001499999999997 0.089685000000000001 -1.0000000180025095e-35 -0.033689999999999991 0.095285000000000022 -0.0090849999999999976 -0.10224499999999999 0.082250000000000004 -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
left_child=1 4 3 -3 -1 7 20 -5 9 -9 12 -12 -11 -13 15 -14 17 19 -18 -16 -7
right_child=-2 2 -4 5 -6 6 -8 8 -10 10 11 13 14 -15 16 -17 18 -19 -20 -21 -22
leaf_value=3.7951970128026099e-05 -0.0013460045905933874 -0.0022939846946717366 0.0014344661839458242 0.0019702576219265506 0.0021242581489224702 -0.0010147574168841824 0.001570682657158994 -0.00097984543101562035 -0.0011304044418329275 0.0019741235595274768 -0.0020729726923431838 -0.00047182696971140867 0.00095330003545140475 0.0014616554429144365 0.0014777487570435787 -0.0017934898314726955 0.00041133799460684828 -0.0012386986808939817 0.0025475556947046106 -0.00016439441440603236 -0.0025087244246680715
leaf_weight=0.0011473733629827612 0.0012527415519514298 0.0010225226282938307 0.0011514653156758916 0.0012405293350941085 0.001208116749403132 0.0011413925783827494 0.0010362625334643383 0.0012733781320781743 0.0018831306888928969 0.0011636552798961431 0.0010435078732045086 0.0018669230992269803 0.0010949264947441861 0.0010350881209788554 0.0015449517975154557 0.0012724856399453106 0.0012161371858372405 0.0016211970208432971 0.0012612167405379182 0.0011066312681813351 0.0012658734510234684
leaf_count=64 60 161 57 60 185 45 47 317 260 46 91 72 34 46 204 134 46 290 89 331 482
internal_value=0 6.05841e-05 -4.11924e-05 -0.000114782 0.00110801 -1.38052e-05 -0.000785916 0.000128958 -2.44378e-06 0.000134594 0.000234343 -0.000388057 0.000473195 0.000217807 0.000281635 -0.000523101 0.000563873 2.17545e-05 0.00149888 0.000792405 -0.00180037
internal_weight=0 0.0265968 0.0242413 0.0230898 0.00235549 0.0220673 0.00344353 0.0186238 0.0173832 0.0155001 0.0142267 0.00394552 0.0102812 0.00290201 0.00911755 0.00236741 0.00675013 0.00427278 0.00247735 0.00265158 0.00240727
internal_count=3121 3061 2812 2755 249 2594 574 2020 1960 1700 1383 209 1174 118 1128 168 960 825 135 535 527
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=23
num_cat=0
split_feature=51 1 376 12 48 2 0 12 49 132 49 52 13 42 3 1 16 0 1 16 4 3
split_gain=0.00025393 0.000288895 0.000312286 0.00045026 0.000294181 0.000474045 0.000298269 0.000332316 0.000287975 0.00026535 0.000316157 0.000338399 0.000311003 0.000261941 0.00025022 0.000390668 0.000161139 0.000347134 0.000157778 7.66798e-05 6.96643e-05 5.02158e-05
threshold=-0.40274499999999996 0.13686500000000004 0.048375000000000008 0.11650500000000001 0.12879500000000002 0.113445 -0.23091999999999999 0.10645 -0.10774499999999999 0.081465000000000024 -0.080604999999999982 -0.087769999999999987 -0.084034999999999985 0.084050000000000014 -0.091054999999999983 0.11323000000000001 -0.0007049999999999999 -0.098289999999999975 0.094465000000000007 -0.081414999999999987 0.10637500000000001 -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
left_child=-1 2 3 4 5 6 -2 8 -8 10 -10 -12 13 19 -7 -16 17 18 -14 -13 -3 -18
right_child=1 20 -4 -5 -6 14 7 -9 9 -11 11 12 16 -15 15 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.0018629564930929304 0.0015286622978894463 0.00075119222703945042 0.0015589419287924617 -0.0023955648079125322 -0.001857671353488717 0.0030839837198102702 -0.0025448614786752902 0.0016052561805147201 0.0015081049598563399 0.0014369864956386143 -0.0025990768227924809 0.0020648582439338459 -0.0016732096218996287 -0.0010151930621420521 -0.00098287987086369266 0.002299596720336351 0.00047372169228764184 -0.0031485888881051705 0.00040555828617536832 0.0005627484289658333 0.0021950146577659115 -0.00077760550179845609
leaf_weight=0.0011066107898072266 0.0014490287205290919 0.0010328029437545174 0.0017623908513355593 0.0013477598376767643 0.0013001298387225182 0.0010258220645340543 0.0010351525814256144 0.0012444232553410215 0.0010607414591490309 0.0011599670216355671 0.0013707389623340829 0.0010595506219113204 0.0011234967432347514 0.0011867379429326697 0.0010939678972308178 0.0011893558043496455 0.0010099028292245293 0.0013433692276286768 0.0011728514799003165 0.0010769858084325162 0.0010686158080801533 0.0010061617421084461
leaf_count=114 61 42 139 111 49 63 77 106 56 199 358 37 78 390 97 76 29 696 31 71 119 122
internal_value=0 7.58809e-05 -4.74406e-05 -0.000174645 -3.14837e-05 8.96021e-05 -0.000188138 -0.000355658 -0.000535011 -0.000369504 -0.000553147 -0.000764403 -0.000484323 0.000478181 0.0014576 0.000726923 -0.00104988 -0.0015479 -0.000611486 0.00130767 0.00148541 -0.000150781
internal_weight=0 0.02612 0.0240185 0.0222561 0.0209084 0.0196083 0.0162991 0.0148501 0.0136057 0.0125705 0.0114105 0.0103498 0.00897906 0.00332327 0.00330915 0.00228332 0.00565578 0.00363972 0.00229635 0.00213654 0.00210142 0.00201606
internal_count=3121 3007 2846 2707 2596 2547 2311 2250 2144 2067 1868 1812 1454 498 236 173 956 805 109 108 161 151
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=21
num_cat=0
split_feature=43 159 15 51 47 0 47 3 1 47 4 3 52 49 49 16 4 4 1 159
split_gain=0.000220433 0.000295548 0.000277981 0.00031799 0.000298694 0.000320409 0.000376362 0.000369973 0.000341839 0.00060168 0.000473597 0.000312235 0.000314526 0.00027969 0.000274542 0.000257175 0.000220113 0.00017063 0.000163451 0.000126602
threshold=0.24789500000000006 -0.032739999999999991 0.084050000000000014 0.095050000000000009 0.13148500000000005 -0.15202999999999997 0.11312500000000002 0.10732000000000001 1.0000000180025095e-35 0.08265500000000002 -0.069389999999999993 0.11924500000000002 -0.066844999999999988 -0.14750499999999997 -0.0020949999999999996 -0.071854999999999988 -0.49013999999999996 0.0082450000000000006 0.11212500000000002 -0.24499999999999997
decision_type=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 4 5 11 7 8 10 14 16 12 -3 -4 18 -5 -7 -16 -10 -1
right_child=-2 2 13 15 -6 6 -8 -9 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.00037175425043141212 -0.0016501407914051428 -0.0013792879646622996 0.00034732211996577978 0.003146525242382426 -0.001831454834292072 -0.0012709668474135914 0.0028027411445151989 0.0020319147300508957 0.001403389371050682 -0.0014207014262058956 -0.0025383202341897212 -0.00242112336800449 0.001014180257802979 -0.0024203071595535115 0.0013714703241953592 0.00054114858669134154 0.00094989553530021819 0.0035259070633964031 -0.00064790617428411379 -0.0023040479459976938
leaf_weight=0.001019263313394525 0.0011733422061208634 0.0014716282668416625 0.0010445072242966091 0.0010243143359498497 0.0010664946141165635 0.0010328221790132375 0.0010657538295539828 0.0017836802117092718 0.0013197903193855609 0.0015046271156258229 0.0014376628855787936 0.0010926143489200513 0.0019003227499467751 0.0011687691776516287 0.0011739552554210775 0.0012969440730139494 0.0019411369728192761 0.0010537494777436152 0.0010564951517508803 0.0010295772092153701
leaf_count=164 188 35 50 79 27 24 59 102 119 92 528 38 87 803 166 71 94 127 34 234
internal_value=0 7.28067e-05 0.000196564 0.000333264 0.000166536 0.000286017 0.000587058 0.000395138 0.000117626 0.000713011 -0.000706782 -0.000615487 -3.04065e-05 -0.00111419 0.00141033 0.00169084 0.000178615 0.00239056 0.000491385 -0.00134276
internal_weight=0 0.0254841 0.0234353 0.021222 0.0189007 0.0178342 0.0133697 0.0123039 0.0105202 0.00610862 0.00441162 0.00446457 0.00337195 0.00221328 0.00460399 0.00232126 0.00297396 0.0022277 0.00237629 0.00204884
internal_count=3121 2933 2535 1682 1532 1505 1345 1286 1184 538 646 160 122 853 446 150 118 293 153 398
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 376 156 3 0 4 14 47 0 43 3 43 3 150 4 48 11 48 16 4 48 51 42 42 0 47
split_gain=0.00217493 0.00209285 0.00153392 0.0014621 0.00213573 0.00132291 0.00121447 0.00132505 0.00248701 0.00148726 0.00145163 0.0016156 0.0012877 0.00166074 0.00142041 0.00128511 0.00170039 0.00132144 0.00127664 0.00115329 0.00131483 0.00156429 0.00139768 0.00110185 0.00109935 0.00104236 0.000998427 0.00103096 0.00151986 0.000974609
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 0.088470000000000007 -1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 0.27287000000000006 -0.10708499999999999 0.12431000000000002 -0.084044999999999995 -0.074359999999999996 0.10732000000000001 -0.066504999999999995 0.090900000000000009 0.087380000000000013 -0.49013999999999996 -0.064549999999999982 0.080455000000000013 0.082620000000000013 -0.0083599999999999976 0.27834500000000006 0.12879500000000002 0.081440000000000026 -1.0000000180025095e-35 0.084695000000000006 -0.059114999999999994 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 2 -2 -4 5 6 -5 19 10 12 -9 15 -10 18 -15 -12 17 25 -14 -8 21 22 -21 -22 29 -17 -20 -28 -29 -18
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 -13 13 14 -16 16 24 -19 26 20 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013735486275355247 -0.0013732353974721628 0.0013736155053260936 0.0013735392955765645 -0.0013729508508535321 -0.001268167325935112 0.00096229450525754775 0.0011489170968593525 -0.00079755376725912917 -0.0011381026802819343 0.001004913192420192 0.00097227273641599821 -0.0011718488034062919 -0.0013620245644544956 -0.0013729877020947267 -0.00028472845237105331 -0.00050348397965550905 0.00084935257131864793 -0.0013732859479326388 -0.00080332629407457788 -0.00074023249733243279 -0.0013729712362579368 0.0013107427674190297 0.00050565198621364295 9.3557555721175212e-06 -0.00051116082718958157 0.00085832405861097452 0.0012163733402559475 -0.0010915394641751246 0.00071118346628158008 -0.00024975542330984274
leaf_weight=0.0020421549257640939 0.0017309965098064586 0.001871880215404075 0.0013064318627584717 0.0013432153151384787 0.0027988552926387902 0.0023721481079519427 0.0024281422053036286 0.0029077312046865691 0.0055523961664949361 0.0012015464865839922 0.0045374169663858757 0.0014591264443879473 0.0010505712501469588 0.0042063073378200387 0.0048865025206055179 0.0029271081997101966 0.0081511736410178059 0.0018955873588311078 0.0013738247265848713 0.0025447101178315279 0.0016455245592510446 0.0026737438734016905 0.0050949776334050442 0.0032009012775233714 0.001836297298723367 0.0016601768259079108 0.0023053133933927904 0.001388610513636479 0.0024134380954592416 0.0018692580088099939
leaf_count=86 18 21 9 159 98 49 27 38 800 84 97 21 11 691 56 64 125 11 162 32 80 20 34 40 9 9 43 178 34 15
internal_value=0 -6.10692e-05 -9.51663e-05 -6.64463e-05 -9.12895e-05 -4.61215e-05 -8.00264e-05 -5.49337e-05 -0.000165812 -0.000484362 0.000119235 0.000228774 -0.000561569 -0.00037994 -0.000788154 0.000318108 0.00015626 -0.000409073 5.51191e-05 0.000270504 0.000129809 0.000406964 9.06593e-05 -0.000459991 0.000465366 -1.06343e-05 0.000254126 0.000491996 5.27805e-05 0.00064432
internal_weight=0 0.0806339 0.078762 0.077031 0.0757246 0.0729257 0.0705536 0.0692104 0.0516224 0.0243785 0.0272439 0.0243361 0.023177 0.0176246 0.00909281 0.022877 0.0183396 0.00648287 0.00853176 0.017588 0.0151599 0.0103134 0.00763969 0.00484643 0.0118567 0.00458729 0.00748119 0.00610736 0.00380205 0.0100204
internal_count=3121 3035 3014 2996 2987 2889 2840 2681 2448 2059 389 351 1975 1175 747 330 233 84 428 233 206 86 66 120 149 73 417 255 212 140
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=23
num_cat=0
split_feature=51 39 52 159 1 12 1 0 42 43 2 16 16 160 2 1 0 457 160 12 16 4
split_gain=0.000227039 0.0002801 0.000316793 0.000254535 0.00044044 0.000364326 0.000256559 0.0004223 0.000292474 0.000294276 0.000286851 0.000270424 0.00024316 0.000294091 0.000234663 0.000213868 0.00020817 0.000297279 0.000344609 0.000210914 0.000150345 5.68363e-05
threshold=-0.40274499999999996 0.11593500000000001 -0.24456499999999998 -0.032739999999999991 0.13686500000000004 0.11650500000000001 0.11353000000000001 -0.11756999999999999 -1.0000000180025095e-35 -0.20207499999999998 0.093680000000000013 0.15891500000000003 -0.004174999999999999 -0.075414999999999982 0.092365000000000017 0.11039500000000001 -0.10151999999999999 -1.0000000180025095e-35 0.088020000000000015 0.084100000000000022 -0.069894999999999985 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 20 5 6 8 -8 10 -10 -5 12 13 -11 -14 16 17 -15 21 -18 -4 -19
right_child=1 -3 3 4 -6 -7 7 -9 9 11 -12 -13 14 15 -16 -17 19 18 -20 -21 -22 -23
leaf_value=-0.0015621149967053928 -0.001726912849779709 0.0017455430817722517 -0.00013071941427932559 -0.0023542932456192289 0.0023793991523614554 -0.0015856312620707734 -0.00030322765700788016 0.0027165823733957938 0.0018997202010398882 -0.0018003218076845194 0.00016859179778688717 -0.0016362367597023795 9.267141285495642e-05 -0.00081537496235214307 0.0021211243153222798 -0.0012923316650584929 0.00046616164157294764 0.0015781809357901428 -0.00013463138492724911 -0.0015348311265335423 -0.0019988107618616273 0.0026461170162486156
leaf_weight=0.0010678413037643599 0.0012236080777570059 0.0011254500459081376 0.0010042081440001516 0.001107453096289567 0.0010381896104134638 0.0014606819605149637 0.0010347096510585629 0.0011812813560680971 0.0011607531536839107 0.0010024331773708104 0.0010417110385194661 0.0010020873603409095 0.0013179269102545745 0.0010575020315002348 0.0014018288172295001 0.0010348925596481706 0.0014224617665483663 0.001389951685990095 0.0013627107582294684 0.0011225442659843488 0.0010493434856633224 0.0010359974013312012
leaf_count=114 302 59 137 519 118 73 63 111 32 259 133 49 127 34 46 28 90 64 43 407 261 52
internal_value=0 6.21205e-05 -1.53614e-05 7.47974e-05 0.000187302 7.42856e-05 0.000204109 0.00130655 5.56912e-05 0.000233968 -0.00113144 8.69355e-05 0.000229077 -3.31659e-05 0.00113819 0.000177069 0.000382811 0.000802541 0.00125414 -0.000416431 -0.00108529 0.00203424
internal_weight=0 0.0255777 0.0244523 0.0232287 0.0211751 0.0201369 0.0186762 0.00221599 0.0164603 0.0143111 0.00214916 0.0131503 0.0121482 0.00942849 0.00271976 0.00842606 0.00739117 0.00484616 0.00378866 0.00254501 0.00205355 0.00242595
internal_count=3121 3007 2948 2646 2248 2130 2057 174 1883 1231 652 1199 1150 977 173 718 690 193 159 497 398 116
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=39 45 14 42 376 1456 31 3 0 3 44 43 157 0 14 457 133 42 13 13 4 12 43 15 11 160 151 160 43 15
split_gain=0.00185239 0.00179252 0.00233802 0.00174285 0.0015907 0.00139187 0.00129574 0.00139727 0.00180875 0.00190812 0.00172891 0.00162173 0.00149015 0.00136292 0.00131502 0.00122717 0.00121527 0.00120514 0.00105792 0.00104952 0.00172654 0.00119178 0.000980717 0.000864285 0.00113014 0.000823873 0.00148539 0.00145286 0.000652336 0.000822745
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.048375000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 0.20828500000000003 1.0000000180025095e-35 -0.06984499999999999 -0.056799999999999996 -0.08824499999999999 -0.073394999999999974 -0.0029299999999999994 -1.0000000180025095e-35 0.075730000000000006 -0.47860499999999995 -0.084034999999999985 0.09173000000000002 0.092355000000000007 -0.20207499999999998 -0.03241999999999999 0.080705000000000013 -1.0000000180025095e-35 -0.090369999999999992 0.099315000000000014 -0.12152999999999999 -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 -1 3 -3 5 6 -5 17 10 11 12 13 -9 -10 -13 -14 -17 28 -16 -15 21 22 -21 24 -19 -18 -27 -28 -8 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 14 15 19 18 16 25 23 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0013736621090550147 0.001373510649845127 -0.0013732502692019096 -0.0012415988916027773 0.0013734448107292549 0.00074856477997466695 -0.0013729980840882627 -0.00025712699010010584 0.0010155084739907757 -0.0013153750040921658 0.0013729924639512398 -0.0013540076463955115 0.00041244229562728064 -0.00071719838755681623 0.0007530066214663111 -0.00027289266698823076 -0.00073497535826928914 -0.00049524527661273798 0.0012523958983433772 -0.0012954167050157413 0.00076568106919826327 0.0011644240627072182 -0.0013729976078133861 -0.00092010734640812948 -0.00053081408635237838 -0.00035695875704342631 -0.00079442580356287788 0.00088441121781390524 -0.00024490790741566967 0.0013500262834503997 0.00043714446005329948
leaf_weight=0.0016441633488284415 0.0017731626788588519 0.0017693928598276889 0.0031084044700833138 0.0012341376364943804 0.0050580883487754127 0.0014648864600719227 0.0013564907930856398 0.003402019975823122 0.0015745797830675192 0.0010432860580351635 0.0014835409295983473 0.0013152515360843617 0.0034139378163899883 0.0028766009646226118 0.0025249804575651069 0.0023644428905811301 0.0020198900101746622 0.0015701384360227166 0.0077923412228209244 0.0014258195249112768 0.0012804320802288771 0.002203735083377012 0.0011959911515368998 0.0041763904806657584 0.001726919787870429 0.0016033699091622102 0.0089654786983288624 0.0028231603143709103 0.0029407214027514783 0.0050668021559090396
leaf_count=9 23 17 100 40 154 261 26 33 174 50 23 23 49 104 11 60 25 18 1041 9 27 239 257 33 24 27 98 27 40 99
internal_value=0 -4.50721e-05 -7.46811e-05 -2.67478e-05 5.49015e-06 -4.91038e-05 -2.03216e-05 -4.63261e-05 -0.000162924 -0.000441485 8.52679e-05 -0.000526795 0.000172093 -0.000137209 -0.000880365 3.66856e-05 0.000181469 0.000295133 -0.00104517 6.93148e-05 -0.000252781 -0.000628828 -3.32489e-06 -0.000115996 0.000409455 0.000322066 0.00044534 0.00061396 0.000623257 0.000772396
internal_weight=0 0.0804254 0.0787812 0.0756728 0.0739034 0.0688453 0.0673805 0.0661463 0.0493089 0.023233 0.0260758 0.0221897 0.0245923 0.0105572 0.0116326 0.0211903 0.0177763 0.0168375 0.0103173 0.00898258 0.00610598 0.00482555 0.00262181 0.00747345 0.00329706 0.0154119 0.013392 0.0117886 0.00936401 0.00800752
internal_count=3121 3098 3089 2989 2972 2818 2557 2517 2277 1935 342 1885 319 810 1075 286 237 240 1052 636 532 505 266 75 42 177 152 125 165 139
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=21
num_cat=0
split_feature=44 14 157 0 48 48 2 51 151 1 52 13 47 4 52 151 0 3 0 1
split_gain=0.00022828 0.000248048 0.00029031 0.000312131 0.000263043 0.000354873 0.000491745 0.000295024 0.000299196 0.000281811 0.000419229 0.000452313 0.000378898 0.000353323 0.00033139 0.000264411 0.000189954 0.000365822 0.000263986 0.000244071
threshold=1.0000000180025095e-35 0.076175000000000007 -0.06266999999999999 -0.11013499999999998 0.12879500000000002 0.093265000000000015 0.092365000000000017 0.11444000000000001 -0.077429999999999985 0.111945 0.11434500000000002 -0.084034999999999985 0.13206500000000002 0.24564500000000003 0.08257500000000001 -0.085039999999999991 -0.074479999999999977 -1.0000000180025095e-35 0.12113000000000002 0.091195000000000012
decision_type=2 2 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 15 10 11 14 13 -11 -10 -4 17 -13 -18 -19
right_child=-2 -3 4 -5 -6 6 -8 -9 9 12 -12 16 -14 -15 -16 -17 18 19 -20 -21
leaf_value=0.0024373883738841497 -0.0014478205471555349 -0.0015055829272284395 0.00016386470638769408 0.00012617058992541195 -0.0016106388196247244 -0.00062451450604595661 0.0023194307046891151 -0.001830400673540185 -0.00011877120382768594 0.00017375398837124505 -0.0024992638539631262 -0.0028908034125618601 -0.00089674077153320336 0.0028659978575967617 0.0021112031211278541 0.0023557230158634062 0.0010897655902814892 0.00069252237909531503 -0.0009398007618583548 -0.0014306359236018783
leaf_weight=0.001233207507269185 0.0011948445857115067 0.0011007810552428046 0.0015022890926230659 0.0014620414095691805 0.0010938733331791175 0.0010380006681107714 0.0017357970275631018 0.0010418826515783399 0.0017643481252154159 0.0011362158709502532 0.001020286197245924 0.0010795175737569008 0.0011466478679267311 0.0010967391843235141 0.0013441472079378514 0.0010852486815688947 0.0012612393997648661 0.0010674819025098259 0.0017540919364300578 0.0014782196099076828
leaf_count=38 60 101 145 396 58 81 140 79 237 60 238 694 17 170 123 89 264 23 74 34
internal_value=0 6.54434e-05 0.00013649 0.00118367 6.10082e-06 9.21506e-05 0.00121776 -8.34678e-05 2.52826e-05 -0.000168181 -0.000435682 -0.000219718 0.000684231 0.00149608 0.000845494 0.00108316 -0.000718352 -0.00124026 -9.08828e-05 -0.000540338
internal_weight=0 0.0254421 0.0243413 0.00269525 0.021646 0.0205522 0.0027738 0.0177784 0.0167365 0.0141489 0.0107693 0.00974905 0.0033796 0.00223296 0.0031085 0.00258754 0.00664055 0.00362522 0.00301533 0.0025457
internal_count=3121 3061 2960 434 2526 2468 221 2247 2168 1934 1687 1449 247 230 360 234 1089 751 338 57
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=39 42 421 14 123 1456 151 4 13 155 13 159 1373 15 41 133 3 0 48 9 47 43 12 148 124 47 14 12 15 160
split_gain=0.0020831 0.00222902 0.00190284 0.00209826 0.00209192 0.00221915 0.00155013 0.00180342 0.00194975 0.00148603 0.00137344 0.00142592 0.00127001 0.00137869 0.00147981 0.00139442 0.00133425 0.00136365 0.00180507 0.0016924 0.00146325 0.00118656 0.00158534 0.000960014 0.000942843 0.000871236 0.000910827 0.00083204 0.000724982 0.000842404
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.53104499999999988 0.088610000000000008 -0.23438999999999996 0.09320500000000001 0.099250000000000019 -0.11713499999999999 0.079885000000000025 0.093255000000000018 -0.12018999999999998 -0.10607499999999999 0.086260000000000017 -0.036024999999999995 0.13082500000000002 -0.078844999999999985 0.092465000000000006 -0.083019999999999983 -1.0000000180025095e-35 0.10954500000000002 -0.46885499999999997 0.10149500000000002 0.013270000000000002 0.032695000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 -8 10 27 12 13 -12 15 16 -15 18 -18 -19 21 22 28 -9 -6 26 -25 -10 29 -21
right_child=-2 2 3 -5 24 -7 7 23 9 -11 11 -13 -14 14 -16 -17 17 19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012195503545372882 0.0012196620127412218 0.001220026097879704 -0.0011139695233029479 -0.0010364813217736543 0.00085295406113764308 -0.0012192874245198638 -0.0012108755981059659 -0.0006117549725383895 0.00095276363873028169 -0.0012191704798286702 -0.00082112183995573893 -0.0010891245662315557 -0.0012193708247830379 0.00059690777269685294 -0.0011467447854777116 -0.00089690058083115006 0.00067778375571759663 0.0012198900094500728 -0.00018852266575917871 -0.00091955537868805505 0.00045738600089652374 -0.0010129575973134854 -0.0012192760802370293 5.6751520642487432e-06 -0.00020826195946250365 -0.00027245460510737224 0.0010014403403608859 -2.4056133536184475e-05 0.00077709432833901644 0.00055693261468957843
leaf_weight=0.0023580824175439821 0.0019619485899227121 0.0018061001990190553 0.001903698134370301 0.0030530127201870974 0.0056290792716211513 0.0024129443739671066 0.0021927552211309367 0.0010783422058011647 0.0033517863757737123 0.0015372781526608028 0.002779011240090056 0.0019582145466152659 0.0012872911728152294 0.0082353957182590282 0.0014405090698232917 0.0019365436302116725 0.0082520770537257565 0.0011056281018682066 0.0063057190518520665 0.0012584812647489247 0.0026545164277536068 0.004671234918246751 0.0015966795475748086 0.0017820314627385878 0.0015972067264584658 0.001417242404386343 0.0058351673169951815 0.0021127166135102016 0.0018547794557761677 0.0010562447128492636
leaf_count=18 23 20 56 98 202 261 9 12 56 173 116 150 19 65 47 346 68 4 30 145 14 752 69 22 50 14 152 10 61 59
internal_value=0 -5.09815e-05 -1.74185e-05 -4.52525e-05 -6.07422e-06 -7.0525e-05 -2.95226e-05 1.90012e-06 -8.42471e-05 -3.79794e-05 -2.96344e-06 -7.10529e-05 -2.61864e-05 9.41238e-06 6.65882e-05 0.000111488 0.000164279 4.03762e-05 0.000302543 -0.000228442 -0.000350755 -0.000556287 -0.000186335 0.000475425 0.000618396 0.00060519 0.000768483 0.0005751 0.000209222 -0.000245811
internal_weight=0 0.0844598 0.0821017 0.0802956 0.0772426 0.0700163 0.0676033 0.0656996 0.0555869 0.0533941 0.0518568 0.0463923 0.0444341 0.0431468 0.0403678 0.0389273 0.0369908 0.0287554 0.0145578 0.0141976 0.0130919 0.0104374 0.00576618 0.0101128 0.00722629 0.00903444 0.0076172 0.0054645 0.00416951 0.00231473
internal_count=3121 3098 3080 3060 2962 2710 2449 2393 2193 2184 2011 1945 1795 1776 1660 1613 1267 1202 98 1104 1100 1086 334 200 252 188 174 66 265 204
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=20
num_cat=0
split_feature=124 123 484 40 133 12 3 1 12 48 2 52 159 0 0 2 3 3 2
split_gain=0.000236075 0.000243307 0.000286507 0.000271115 0.00023251 0.000260439 0.000392076 0.000356813 0.000351967 0.000418981 0.000398219 0.000315504 0.000323938 0.000205921 0.000509159 0.000319544 0.000351807 0.00022115 0.000194756
threshold=0.10281000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.081804999999999975 0.099660000000000012 -0.015429999999999998 -0.20241999999999996 0.13686500000000004 0.11650500000000001 0.11951500000000001 0.11548000000000001 0.10160000000000001 0.091530000000000014 -0.060129999999999996 -0.10151999999999999 0.079055000000000014 0.090900000000000009 -0.10023499999999998 0.090675000000000019
decision_type=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 -7 8 9 10 11 12 13 14 15 -8 -17 -15 -18
right_child=-2 3 4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 17 -16 16 18 -19 -20
leaf_value=-0.0018424302601316703 0.0017676025669338697 -0.00021409962508521407 -0.0016427583762571455 0.0025164407567167466 -0.0016770349804971294 0.0020102282432561116 0.0022117508106175377 0.0022179364837746681 -0.0022407353277936913 -0.0023380262045006616 0.0024742821126036482 -0.0017208389842583336 -0.0018677310484289866 0.0026279711937297278 -0.0018715019687070018 -0.0012138177121061796 -5.4579348881634208e-05 0.00021237273547196518 0.002433793788428043
leaf_weight=0.0016369554829119828 0.0011768575437640641 0.0011931969863470115 0.0014233150667868335 0.0011851003669871565 0.0014056010919980535 0.0016879450206310686 0.0016177807130190978 0.0010775268859362077 0.0012560122364488882 0.0011630114935954347 0.0011435269640855958 0.0015580350660995288 0.0010851213432685478 0.0012883774466558862 0.0016297005362420069 0.0018349194458942009 0.0010030757375716348 0.0011940079999419699 0.0010553950586427163
leaf_count=488 39 104 133 140 378 114 31 62 66 44 118 287 86 28 785 87 21 67 43
internal_value=0 -8.48868e-05 -0.000211887 0.00114652 -8.72972e-05 2.43306e-05 0.000151938 -3.35935e-05 -0.000186862 -9.84308e-06 0.000192075 -2.06825e-05 0.000226685 0.000462852 0.000114097 0.000701255 7.36142e-05 0.00146609 0.00122123
internal_weight=0 0.0254386 0.0230603 0.0023783 0.0214234 0.0200178 0.0185944 0.0169065 0.015829 0.014573 0.0134099 0.0122664 0.0107084 0.00962326 0.00714087 0.00551117 0.00389339 0.00248239 0.00205847
internal_count=3121 3082 2838 244 2350 1972 1839 1725 1663 1597 1553 1435 1148 1062 967 182 151 95 64
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 1456 14 43 123 1373 13 13 402 49 0 0 52 3 43 3 42 1 3 0 0 12 47 0 12 0
split_gain=0.00172202 0.00129161 0.00125321 0.00111027 0.00128502 0.00116257 0.000984375 0.000978929 0.00105817 0.000985025 0.000958791 0.00113711 0.000877097 0.000830956 0.000935951 0.00186874 0.00106454 0.0010432 0.0010126 0.00119953 0.0011816 0.000976368 0.000931841 0.00174968 0.000723769 0.000675705 0.000649176 0.000640318 0.000558052 0.0013532
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.08840000000000002 0.39192500000000002 0.091310000000000016 0.099250000000000019 -0.53104499999999988 -0.23438999999999996 0.088090000000000016 0.10247500000000002 -0.10607499999999999 -0.08824499999999999 -0.43320999999999993 0.11924500000000002 -0.06984499999999999 -0.116045 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.23051499999999997 -0.036484999999999997 0.10149500000000002 0.11002500000000003 0.12500000000000003 0.084100000000000022 -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 -2 -4 5 -5 7 8 9 10 -7 25 13 14 17 -16 -17 21 20 27 -18 -13 26 -24 -15 -12 -23 -20 -22 -30
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 12 -14 24 15 16 18 -19 19 -21 28 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012439379295307693 -0.0012437040698062339 0.0012438521121581347 -0.0011802589603269987 -0.00095343330784244051 0.0011527797335240608 -0.00091061081687731781 -0.0011877128351792444 -0.0011241919111546583 0.00087609800853884678 -0.0012230227151729862 0.00093149763159909853 -0.00068509512861723995 -0.00094741495987728306 0.00013392958022653178 -0.0011475073478538788 -0.0012435247554284557 -0.00057283992112840891 -0.00059993847705368361 0.00041186276997467319 -0.00093910275783652295 0.00083930536700265281 0.0010481846895802048 0.00078020630653599014 -0.00047424059273029867 0.0012101876083013558 -4.5248665323110378e-05 -1.1997861334664619e-05 -0.00051829026579238802 -0.00071194053650139799 0.00066361530977946184
leaf_weight=0.0016351502935521003 0.0013821407451928272 0.0011735076884917808 0.0013062089622337672 0.0021208966295507272 0.0014071274767672995 0.0016544747287525743 0.0010861117071669915 0.0011563524321598342 0.002202739938770292 0.0010048564960243303 0.0033702067164682594 0.0013346298175491581 0.0014976195779698989 0.0024616459073119046 0.0028096909286752089 0.0011144738041686244 0.0021153518349059661 0.0021905835972120249 0.0029884652742566548 0.0030571082685071811 0.0035788259539337695 0.0042222201619495081 0.0033285837902781168 0.003555347465351133 0.0015901682984491563 0.0016221694639853013 0.0011325344084980316 0.0018543251305231934 0.0016791509847386985 0.0032380897300754432
leaf_count=86 18 21 47 286 33 19 35 109 89 19 91 59 284 142 283 165 178 20 35 569 72 97 35 37 20 14 12 16 208 22
internal_value=0 -4.85003e-05 -7.29368e-05 -4.62696e-05 -2.13221e-05 -4.98232e-05 -1.55061e-05 7.74366e-06 3.21623e-05 -4.00413e-06 2.03023e-05 5.19013e-05 -1.22565e-05 2.08908e-05 -3.59019e-05 -0.000199052 -6.32686e-05 0.000196297 7.78876e-06 -0.000329267 0.000258718 0.000324801 0.00043493 0.000132321 0.000556316 0.000614124 0.000823955 5.57032e-05 0.000465759 0.000193887
internal_weight=0 0.0632356 0.0620621 0.06068 0.0593738 0.0579666 0.0558457 0.0547596 0.0536033 0.0514005 0.0503957 0.0487412 0.0437488 0.0422512 0.0381994 0.0224355 0.0196258 0.0157639 0.0185113 0.0078999 0.0106114 0.0135733 0.0122387 0.00688393 0.00405181 0.00499238 0.00535475 0.00484279 0.00849607 0.00491724
internal_count=3121 3035 3014 2996 2949 2916 2630 2595 2486 2397 2378 2359 2254 1970 1808 1548 1265 260 1100 620 480 240 181 72 162 105 109 51 302 230
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=21
num_cat=0
split_feature=1213 44 2 3 14 2 457 42 49 4 48 13 12 51 0 13 15 0 12 2
split_gain=0.000214771 0.000208431 0.000227391 0.000292879 0.000269075 0.00023918 0.000328505 0.000315881 0.000480566 0.00037382 0.000274428 0.000280601 0.000374021 0.000469035 0.00026742 0.000254486 0.000227457 0.00014953 0.000114741 0.000266532
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.12358500000000001 0.0041950000000000008 0.076175000000000007 -1.0000000180025095e-35 -0.0029299999999999994 0.091735000000000025 -0.10774499999999999 0.09173000000000002 0.093265000000000015 -0.084034999999999985 0.051320000000000005 0.087505000000000013 -0.12333499999999999 0.11596500000000001 -0.022504999999999997 -0.076579999999999995 0.096395000000000022 0.090425000000000019
decision_type=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 17 -7 8 -8 -9 11 18 13 14 -13 -16 -14 -2 19 -10
right_child=1 -3 3 -5 -6 6 7 9 10 -11 -12 12 16 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0017500615903070814 0.0001004143146195811 -0.0015184680128381403 0.002481257931550864 -3.050606950485262e-05 -0.0019588018091296366 -0.0018752455232153686 -0.0022586785697529107 -0.0025550973058272265 0.00040117960320767585 0.00040910111310996588 0.0019431969681847358 0.0020983176341549544 -7.7059980315884345e-05 -0.0017995219601780659 -0.001180860977742992 0.0014543620215618231 -0.0025267622721006993 0.0020553537879651656 0.00015428428172540806 0.002906924122794381
leaf_weight=0.0010216501643764966 0.0010068125120481497 0.0011933623979984978 0.0013592308951597678 0.0014486232853512249 0.0010005059850115563 0.0013745174548644981 0.0010053983137474623 0.0013550655214050735 0.0012990807613695267 0.0012224570602690221 0.001790863412150844 0.0019465843203825273 0.0010402565605702697 0.0011066598722777599 0.0011182721439429002 0.0010962279613657699 0.0012734659670599101 0.001431148044698456 0.0011358936564320743 0.0012662883555192295
leaf_count=491 68 60 159 118 83 221 66 346 190 45 115 75 246 34 82 28 482 120 19 73
internal_value=0 6.73282e-05 0.000145279 0.00118539 9.24892e-06 0.000105445 -4.90405e-05 0.00010166 0.000330672 -0.00114925 0.0005298 0.000305457 -0.000122803 0.000449316 0.0010474 0.000123634 -0.00142537 0.00124802 0.00118268 0.00163804
internal_weight=0 0.0254707 0.0242774 0.00280785 0.0214695 0.020469 0.018031 0.0166565 0.014079 0.00257752 0.0130736 0.0112827 0.00758147 0.00526774 0.00416108 0.0022145 0.00231372 0.00243796 0.00370126 0.00256537
internal_count=3121 2630 2570 277 2293 2210 2022 1801 1410 391 1344 1229 947 219 185 110 728 188 282 263
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=19
num_cat=0
split_feature=41 3 12 0 13 160 474 1 151 43 3 52 4 1 47 13 52 12
split_gain=0.000210889 0.000255485 0.000294965 0.000456107 0.000543154 0.000326667 0.000530903 0.000477286 0.000346748 0.000285258 0.000278439 0.000312129 0.000304882 0.000273775 0.000314372 0.000181283 0.000156958 7.35282e-05
threshold=0.079885000000000025 -0.12018999999999998 -0.010834999999999999 -0.053834999999999994 -0.089109999999999981 -1.0000000180025095e-35 0.082665000000000002 0.12500000000000003 -0.082229999999999984 0.084740000000000024 0.096675000000000011 0.077655000000000016 0.053180000000000012 0.09253500000000002 0.086785000000000015 0.090705000000000008 -0.078224999999999975 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 13 5 -5 6 -4 8 -7 15 11 12 -10 -3 -15 -1 -12 -17
right_child=-2 2 3 4 -6 7 -8 -9 10 -11 16 -13 -14 14 -16 17 -18 -19
leaf_value=0.0019542483159106601 -0.0011237933065093692 -0.00074316450019975351 -0.002369643460337789 -5.0788738920852119e-06 -0.0026276041679955467 -0.0016031707225413797 0.00052160804244051422 0.0021842303437174474 -0.0017380598879201984 -0.00057035309643922738 0.00014452185064375454 0.0011871405222938377 0.00018629141091622932 0.0022515302427510392 0.00019893844534543085 0.0011525776218099155 0.0017781041233859228 -3.8414250244569019e-05
leaf_weight=0.0016358337655191226 0.0015986259721820764 0.001047205343160937 0.0013789245691880883 0.001546678443691718 0.0016693175127882086 0.0011838134377870633 0.0012140761017764845 0.0011525422971381269 0.0015573623403464234 0.0013110715748467783 0.0010009507418828889 0.0012048879172583682 0.0018093176244313725 0.001408538391376446 0.0016437551421297769 0.0010244970044741564 0.0014849578178797174 0.001085076123501949
leaf_count=96 133 64 508 31 205 126 198 35 506 29 30 523 133 259 55 48 54 88
internal_value=0 7.16428e-05 -9.54832e-05 -0.000300153 -0.00136635 -1.40999e-05 -0.00101592 0.000262435 -6.32711e-06 0.000709621 0.000261526 -0.000205478 -0.000703877 0.000663527 0.00114615 0.00115767 0.00112034 0.000539981
internal_weight=0 0.0243588 0.0193023 0.0152028 0.003216 0.0119868 0.002593 0.00939383 0.00824129 0.00505648 0.00705748 0.00457157 0.00336668 0.0040995 0.00305229 0.00374541 0.00248591 0.00210957
internal_count=3121 2988 2727 2349 236 2113 706 1407 1372 261 1246 1162 639 378 314 232 84 136
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=31 39 42 376 156 43 151 1348 4 11 16 133 43 0 41 1455 49 1429 1213 13 0 52 3 0 42 1374 160 13 133 4
split_gain=0.00273839 0.00236483 0.00226056 0.00195027 0.00162845 0.00147985 0.0013156 0.00176096 0.00157456 0.00217641 0.00140137 0.00166775 0.00138346 0.00132844 0.00122774 0.00128321 0.00120269 0.00127648 0.00128722 0.00130144 0.00160414 0.00138357 0.00135938 0.00161644 0.00150213 0.00146593 0.00114133 0.00140833 0.00110095 0.00105796
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.39192500000000002 -0.5225749999999999 0.090205000000000021 0.27834500000000006 0.080455000000000013 -0.36241499999999999 0.098785000000000012 0.07827000000000002 0.22582000000000002 0.078475000000000017 1.0000000180025095e-35 0.13984500000000002 0.084545000000000009 -1.0000000180025095e-35 -0.004174999999999999 0.12500000000000003 -0.11592499999999999 -0.12018999999999998 -0.10607499999999999 0.090690000000000007 -0.094929999999999987 -0.082869999999999985 -0.53104499999999988 -0.088669999999999985 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 -2 4 -4 6 -6 8 9 10 12 13 -8 14 15 16 17 18 -12 26 21 -21 -23 25 -25 -24 -20 -28 -29 -27
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 23 24 -26 29 27 28 -30 -31
leaf_value=0.0015166952133927219 -0.001516356012905222 0.0015165557822863906 -0.0015158776074038285 0.0012066925724662906 -0.0014342230610536737 -0.0014267860447848705 -0.0011962318220193661 0.0014238435615893013 0.00044259661796220107 -0.0015159039665612257 -0.0015158746568282525 -0.00096220203551307913 0.0004022230860802252 0.0010921007403069511 -0.0014834151854435089 -0.0015159804493154268 0.0010854085474561251 0.0009867224747735384 -0.00068966125472296109 -0.0015158691671265363 -0.0014715981190317592 0.0012662805873516446 -0.00070158587629583582 -0.0012715539605051907 0.0007519771430603854 8.5555481069472212e-07 -0.0011230926917056507 -0.00073886952794919019 0.00072137158000104052 0.001112073070129423
leaf_weight=0.0025839827224878311 0.002527700829375589 0.0021195664158994978 0.0018331770294501828 0.0026964009302901095 0.0015266282248944654 0.001809583487759169 0.0046101354027001584 0.0019105996664166005 0.012501125582623729 0.002556394166191466 0.0013251807947511898 0.0039325550653650501 0.0017037410341487202 0.0027238132443017085 0.0012419346205660977 0.0011821181054596499 0.002596824067779834 0.0029462578063430547 0.0022999499695188766 0.0014796064426647595 0.0022097491943213745 0.0017796522859612187 0.0030125976009003361 0.0039614103578102895 0.0010706264547479805 0.0040454928802091637 0.0011987094731011885 0.0013059173088088042 0.012944528226803698 0.0038340176649853674
leaf_count=86 18 21 163 49 45 110 102 31 236 104 361 402 28 9 38 160 32 70 195 87 8 13 14 144 7 42 6 105 416 19
internal_value=0 -6.57121e-05 -0.000103494 -6.20819e-05 -0.000103033 -7.13349e-05 -4.06364e-05 -1.34906e-05 -4.9406e-05 -0.000145567 -8.85176e-05 -1.09981e-05 -0.000764904 6.21211e-05 4.19817e-06 4.33466e-05 8.34094e-05 2.3474e-05 -4.66559e-05 3.08524e-06 -0.000248664 -0.000107793 9.88781e-06 -0.000130524 -0.000841023 0.000197719 0.00030652 0.000454824 0.000587554 0.000541553
internal_weight=0 0.090886 0.0887664 0.0862387 0.0835423 0.0817091 0.0798996 0.0783729 0.0764623 0.0639612 0.0614048 0.0550909 0.00631388 0.0511584 0.0484346 0.0471926 0.0460105 0.0434137 0.0404674 0.0391423 0.0213932 0.0191834 0.0177038 0.0159241 0.00503204 0.0108921 0.0177491 0.0154492 0.0142504 0.00787951
internal_count=3121 3035 3014 2996 2947 2784 2674 2629 2598 2362 2258 2128 130 1726 1717 1679 1519 1487 1417 1056 334 326 239 226 151 75 722 527 521 61
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=31 39 42 376 156 151 4 1348 11 3 0 0 43 48 3 16 160 42 43 47 52 0 4 48 2 13 51 52 3 15
split_gain=0.0015351 0.00149492 0.00123417 0.00109589 0.00100198 0.000963292 0.00125767 0.00111189 0.00145933 0.00108653 0.00128554 0.00112289 0.00124961 0.00111498 0.000952134 0.000949403 0.000941921 0.00108431 0.000889654 0.00121124 0.000994655 0.000686003 0.0008691 0.000715232 0.000680786 0.00104206 0.000666693 0.000524973 0.000511797 0.0011224
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 0.084895000000000012 0.080320000000000016 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.082620000000000013 0.10732000000000001 -0.36241499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.066504999999999995 0.078875000000000015 1.0000000180025095e-35 -0.14723999999999998 0.0061450000000000003 0.086260000000000017 0.11093500000000002 0.073000000000000023 0.11144500000000002 -0.07167999999999998 -0.077774999999999983 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 -2 4 -4 -6 7 8 9 13 15 -12 16 24 -14 -11 -13 -18 -17 20 21 22 23 -20 25 -7 -8 -23 29 -19
right_child=1 -3 3 -5 5 6 26 -9 -10 10 11 12 14 -15 -16 18 17 28 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012438849487036647 -0.0012437111999204396 0.0012439094632002139 -0.0012435242395077463 0.00085569876406492169 -0.0011909606126987203 0.00031797245165653538 0.00052197440703577848 0.0009787386064637792 -0.001243528245187084 -0.00061694820458884411 -0.0010948528259881779 -0.00088139312735121276 -0.0010885987901910978 0.0011711797712157224 -0.00020492001586650948 0.00078525260108297003 -0.00077930942552936473 -0.00077340702198695755 -0.0001209028773410744 -0.00097766876693644155 0.0010644322499820886 0.0012427333831734259 0.00033908906289704558 -0.0012435872173082983 0.00073452424904775536 -0.0010243275003817486 -0.00041993098581183066 -9.180257503230236e-06 0.00098626741251173385 0.0008956700488587327
leaf_weight=0.0014551410245609011 0.0013704114385291169 0.0013540898760453493 0.0011251687798843326 0.0019954751328299372 0.0011375351413391846 0.0021236350338540355 0.0078856877775841383 0.0013816410510401047 0.0018225128554689709 0.0028029969275920044 0.0032152439294286144 0.0012838400686163709 0.003699630301841973 0.0018375787478817074 0.0038439970583965533 0.0029330215788832001 0.0011719434449837252 0.0010998375101074487 0.0020620884280901936 0.0016224900075165758 0.001644748502457106 0.0010517351950625198 0.0026617840121616609 0.0015271297065737599 0.0015549860672763316 0.0015446295820709111 0.0013626607969285951 0.0010203130719901223 0.0022535587549725724 0.0014366603849396142
leaf_count=86 18 21 163 49 46 43 245 40 112 78 397 213 931 19 50 53 148 113 32 35 19 19 15 19 9 37 13 25 56 17
internal_value=0 -4.82083e-05 -7.7141e-05 -5.00917e-05 -8.17425e-05 -5.8392e-05 -3.49013e-05 -0.000119704 -0.000154029 -0.000107189 -0.000196182 -0.000428857 -0.000284069 0.000338113 -0.000638304 4.56032e-05 8.47229e-05 0.000292764 0.000173475 1.86601e-05 0.000180836 6.2249e-06 -0.000199304 -0.000598579 4.50344e-05 -0.000247242 0.000383193 0.000626269 0.000555059 0.00017195
internal_weight=0 0.061827 0.0604729 0.0591025 0.0571071 0.0559819 0.0548444 0.045596 0.0442144 0.0423918 0.035331 0.0180047 0.0147895 0.00706083 0.00754363 0.0173263 0.00724584 0.005962 0.0145233 0.0115903 0.0099678 0.00832305 0.006251 0.00358922 0.00522325 0.00366826 0.00924835 0.00207205 0.00479006 0.0025365
internal_count=3121 3035 3014 2996 2947 2784 2738 2480 2440 2328 2220 1925 1528 108 981 295 547 334 217 164 129 110 66 51 89 80 258 44 186 130
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=21
num_cat=0
split_feature=43 40 3 15 3 47 52 47 13 1 1 52 4 0 48 52 2 3 16 13
split_gain=0.000225309 0.00024389 0.000289302 0.000271402 0.000270843 0.000440274 0.000511861 0.000392386 0.000322446 0.000352015 0.000289135 0.000440386 0.000410238 0.000471877 0.000288658 0.000412412 0.000397596 0.000273537 0.000340044 6.89954e-05
threshold=0.24789500000000006 -0.083709999999999993 0.20828500000000003 0.084050000000000014 -0.10519499999999998 0.092530000000000015 -0.092399999999999982 0.085270000000000026 -0.061684999999999997 0.13743000000000002 0.094385000000000011 -0.081429999999999989 -0.016959999999999999 -0.22491999999999998 -0.032929999999999994 -0.049749999999999996 0.10699500000000002 0.11924500000000002 -0.072359999999999994 -0.084034999999999985
decision_type=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 -6 14 -7 -10 11 -8 19 -14 -3 -16 -17 18 -12 -13
right_child=-2 2 -4 -5 5 8 10 -9 9 -11 17 12 13 -15 15 16 -18 -19 -20 -21
leaf_value=0.0015353036943002954 -0.0014720836024421295 0.0017256067615655274 0.0017532187256287782 -0.0013200272403568792 -0.0017982652814145987 0.00026525616998350834 0.0018019256970001059 0.0023380082991948845 -0.0028992916402334912 -0.00030729259261793934 0.00059428114517871356 0.0011070316850137862 -0.00013114848879663529 -0.003345655057865118 0.0012853432549016601 -0.0020659795939749113 0.00064850865828393269 -0.00040472752064294674 0.0029997801543858007 -0.00015494924266443787
leaf_weight=0.0012771615483941892 0.0011880977745977175 0.0011431106604007368 0.0010566254095247798 0.0019655768617301552 0.0014361701965563941 0.0011643049456107057 0.001144633038249407 0.0012566167701457687 0.0016415852324196409 0.0010068279036659078 0.0015321897211730828 0.0010594171609543679 0.0011484181301852888 0.0010333629462010588 0.0014016756319783497 0.0016679523544311748 0.0010455868352714504 0.0010036386724152635 0.0012886345224725204 0.0010059945989913084
leaf_count=124 188 35 129 970 299 137 61 35 100 14 115 25 29 423 118 72 38 24 82 103
internal_value=0 6.57433e-05 -1.24519e-05 -9.37592e-05 2.1127e-05 -0.000242033 0.000118183 0.000605422 -0.00124845 -0.00191391 0.000416822 -9.8003e-05 -0.00061004 -0.00165364 0.000191375 -0.000234799 -0.00102003 0.00114264 0.00169318 0.000492362
internal_weight=0 0.0252795 0.0240023 0.0229457 0.0209801 0.0144652 0.0106525 0.00651494 0.00381272 0.00264841 0.00921629 0.00539183 0.00424719 0.00218178 0.00525833 0.00411521 0.00271354 0.00382446 0.00282082 0.00206541
internal_count=3121 2933 2809 2680 1710 1412 1161 298 251 114 862 641 580 452 263 228 110 221 197 128
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 1348 15 50 0 0 43 15 49 16 14 3 0 49 1 3 4 52 4 13 133 2 2 0 133
split_gain=0.00291114 0.00246858 0.001713 0.00150831 0.00141759 0.00198554 0.00135732 0.00101464 0.0016529 0.0011803 0.00153745 0.00176478 0.00144866 0.00152062 0.00118118 0.0011542 0.00102967 0.000925753 0.00171143 0.00118147 0.00128613 0.000924673 0.000841102 0.00127865 0.000823184 0.000811309 0.00119845 0.000648963 0.000572661 0.00107793
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 0.090205000000000021 -0.24436499999999997 0.11843500000000001 -0.10607499999999999 -0.060129999999999996 -0.074359999999999996 -0.095869999999999983 -0.072814999999999977 0.22339500000000004 -0.46885499999999997 0.14121000000000003 -0.14920999999999998 -0.073374999999999982 1.0000000180025095e-35 0.11296500000000002 -0.031404999999999995 0.11008000000000001 -0.49013999999999996 -0.029529999999999997 0.083950000000000011 0.084055000000000005 0.11237500000000002 -0.18113999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 15 12 16 21 13 -9 -13 -6 25 18 -14 20 -19 22 23 -12 -25 -11 -27 -20 -15 -30
right_child=1 -3 3 -5 5 -7 -8 9 -10 10 11 14 17 28 -16 -17 -18 19 27 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0011722883975304242 0.0011721424697811976 0.0011722759540680166 -0.001172147762825686 -0.0010990947835441323 -0.00021752204119914685 0.00088101228740350521 0.00078173818260239894 0.00083926828006594071 -0.00076851905545234124 -0.0010917970256011872 -0.001167501912804111 -0.0002976797065221732 -0.00081503259469833283 -0.00097058983600882608 -0.0010248836645026724 0.00099900149369539751 0.00011533625031517636 -0.0011718105837665522 0.0005707294720367418 0.0008412625189222595 0.00061605473418316987 0.0008222586651889988 0.00058908230357636218 -0.00058242704528262883 0.00072581383770043903 0.00056599571232624347 -0.00099600287712334049 -0.00032106092465434926 -0.0011063362761562791 7.3888929892410992e-05
leaf_weight=0.001974535359764217 0.0010712553976190966 0.0015988058151634723 0.0023872542239473651 0.0032635346576341808 0.0017676400875643594 0.002054008937406592 0.0015879833003396007 0.0010287464378961894 0.0019689145087795623 0.0092156170939290336 0.0017020181448117455 0.0081750954753339183 0.0034028684621034699 0.004325030497057015 0.0049074263261914561 0.0027159565520875608 0.0014694636095100586 0.0010640165211341862 0.0032552342531744216 0.0036542471842579971 0.0011489042763059842 0.0019775365797158884 0.0017407562972948654 0.0012081889295814108 0.0014563041277142474 0.0011220432280971701 0.0016903315672118779 0.0017082363197005179 0.0017120274316226878 0.0028002291724078514
leaf_count=86 9 21 17 99 25 49 35 15 21 1111 21 123 24 41 164 135 16 35 38 84 5 27 16 34 19 137 595 19 48 52
internal_value=0 -0.000268531 -0.000299009 -0.000320161 -0.000284481 -0.000253706 -0.000288595 -0.000314657 0.0001264 -0.000363086 -0.000501546 -0.000304497 -0.000163924 -0.000508979 -0.000570463 0.000519392 -0.000810568 7.52523e-05 -0.000174992 0.00043209 -0.000243587 0.000125879 -9.96087e-05 -0.000374163 0.000132605 -0.000923686 -0.000372818 0.000263809 -0.000665929 -0.000373909
internal_weight=0 0.0771797 0.0755809 0.0745096 0.0712461 0.0688588 0.0668048 0.0652168 0.00645251 0.0587643 0.0346648 0.0211673 0.0240995 0.00986603 0.0130825 0.0044836 0.0134975 0.0142335 0.00836634 0.00586717 0.00221292 0.0080848 0.00610727 0.00436651 0.00266449 0.012028 0.00281237 0.00496347 0.00883729 0.00451226
internal_count=3121 3035 3014 3005 2906 2889 2840 2805 181 2624 2263 404 361 156 287 160 1859 205 81 124 40 117 90 74 53 1843 732 57 141 100
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=19
num_cat=0
split_feature=124 484 15 11 43 16 48 15 42 3 12 0 160 15 16 16 15 16
split_gain=0.00021551 0.000262502 0.000229656 0.000359382 0.000469514 0.000594482 0.00045978 0.000383474 0.00026379 0.000352756 0.000516999 0.000224665 0.000345101 0.000231097 0.000428322 0.000181555 9.63512e-05 9.32067e-05
threshold=0.10281000000000001 -0.0068949999999999992 -0.24436499999999997 0.081365000000000007 -0.074359999999999996 0.22339500000000004 0.087310000000000013 -0.10203999999999998 -0.095284999999999995 -0.077774999999999983 0.084100000000000022 -0.23091999999999999 0.088020000000000015 -0.074054999999999996 0.0039400000000000008 -0.15012499999999998 0.035560000000000008 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 6 7 8 -6 -4 10 -10 -9 13 -13 15 16 -15 -3
right_child=-2 2 3 -5 5 -7 -8 11 9 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.001445950910951669 0.0015329019630440886 0.0017965118700723061 -0.0013381988036945131 -0.0020420399877898393 -0.0016223617277563685 -0.0025231764352015018 0.0025782781112976406 0.0015029573494343752 0.0017717859358606933 0.0019009097644175383 -0.0013974798833300531 0.001634061078747898 -0.00185882289395579 -0.00081484824599121727 0.0016938361660161091 -0.0017252319158083248 0.00069108232684048782 0.00033644815190242265
leaf_weight=0.0017749499771644297 0.0011504998895910381 0.0012304699234593208 0.0010881813254406403 0.0012123795967440279 0.0018791146472723038 0.0015735819920399399 0.0014727073301674665 0.0014757316317286469 0.0011434620244141769 0.0018678406334551286 0.0017426158079585363 0.0013367015487473185 0.0012025653512894863 0.0011523182217700852 0.001346381549648612 0.0014570884464815319 0.0011275063350453252 0.0011205514056902245
leaf_count=502 39 150 97 138 153 140 152 42 78 130 367 101 58 32 86 744 40 72
internal_value=0 -8.79901e-05 1.48863e-05 -0.000106214 1.19271e-05 -0.000417911 0.000749458 -0.000116127 0.00028844 0.00066078 -0.000141819 0.000194963 -5.82658e-05 0.000279007 -7.73181e-05 -0.000715452 -7.00777e-05 0.00110061
internal_weight=0 0.0252041 0.0234292 0.0210782 0.0198658 0.012551 0.00731481 0.0109774 0.0058421 0.00475392 0.00288608 0.00909829 0.00762256 0.00642 0.00508329 0.00373691 0.00227982 0.00235102
internal_count=3121 3082 2580 2358 2220 1396 824 1256 672 575 445 1103 1061 1003 902 816 72 222
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=21
num_cat=0
split_feature=14 147 11 3 15 124 124 0 484 16 1 47 49 376 1375 0 15 42 0 3
split_gain=0.00021013 0.000204279 0.000365746 0.000300879 0.000427535 0.000230036 0.000257837 0.000433002 0.000339213 0.000332898 0.000300637 0.000320106 0.000264067 0.000219554 0.000212172 0.000254381 0.000344087 0.000157902 0.000101958 6.15666e-05
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.043384999999999993 0.10281000000000001 -0.053834999999999994 -0.0068949999999999992 0.22339500000000004 0.12958500000000003 0.092530000000000015 -0.087004999999999985 0.048375000000000008 -1.0000000180025095e-35 -0.10151999999999999 -0.10203999999999998 0.075730000000000006 -0.14920999999999998 -0.082334999999999978
decision_type=2 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 7 8 -7 -9 11 12 -10 -5 -14 16 -16 -6 -18 -17
right_child=-2 -3 -4 5 17 6 -8 9 10 -11 -12 -13 14 -15 15 19 18 -19 -20 -21
leaf_value=0.0028976029977366285 -0.0017478390106637207 0.0014606500301959523 -0.002177797591711131 -0.00024060392655249371 0.0010739878698616983 -0.0023199944227274847 0.0015497468969345874 -0.00058803127659766961 -0.0016597564785010897 -0.0033673349262366772 0.0021086397822673614 -0.0016270973182674646 -0.00083417791471913851 0.002345626031345578 -0.00021318241904972718 0.00048437971212069971 0.0016608477592871982 -0.00091430008063309693 0.0034288799251116233 -0.00093247330601685797
leaf_weight=0.0013900560957509356 0.0010986538260304704 0.001591710282582425 0.0012351727599053666 0.0010354034319952623 0.0013650425485565122 0.0010377358250158739 0.0011310518128997407 0.0015242031194771044 0.0010410801263018871 0.0013105662446966093 0.0010952140362761051 0.001873787004614158 0.0014609733312163095 0.001114401961428868 0.0011153364086382567 0.0010024039028924099 0.0010506745252314431 0.0012521871841641996 0.0010830958632919137 0.001003452434231499
leaf_count=65 101 118 98 104 68 392 38 131 74 120 71 140 75 128 65 627 27 36 40 603
internal_value=0 5.94634e-05 -3.69945e-05 8.38216e-05 0.00108527 -0.000140632 -0.000310197 -0.0004543 -0.00011244 -0.00187295 0.00010114 -0.000127153 0.000235174 0.00110003 0.000528919 0.000907884 0.00160692 0.000122712 0.0025583 -0.000224417
internal_weight=0 0.0247135 0.0231218 0.0218867 0.00400729 0.0178794 0.0157296 0.0145985 0.0117638 0.00283477 0.010726 0.0096308 0.00775702 0.00214981 0.00671594 0.00525496 0.00324911 0.00261723 0.00213377 0.00200586
internal_count=3121 3020 2902 2804 169 2635 2403 2365 2114 251 1722 1651 1511 232 1437 1362 132 104 67 1230
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=21
num_cat=0
split_feature=44 1 0 3 4 474 160 47 1374 160 151 16 4 457 12 1 16 15 52 52
split_gain=0.000199491 0.000230697 0.00043025 0.000307328 0.000322383 0.000405402 0.000298695 0.000340045 0.000379495 0.000313746 0.000354685 0.000387979 0.000282389 0.000236284 0.000204876 0.000200595 0.00016149 0.000158876 0.000301189 0.000188646
threshold=1.0000000180025095e-35 0.077565000000000009 -0.084044999999999995 0.16158000000000003 -0.17966999999999997 0.084660000000000027 -1.0000000180025095e-35 0.13148500000000005 -0.094929999999999987 0.032695000000000009 -0.086029999999999981 -0.15241499999999997 0.053180000000000012 0.045365000000000009 0.098810000000000023 0.111945 -0.5315899999999999 0.035560000000000008 0.096795000000000006 -0.070154999999999981
decision_type=2 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 15 8 -8 10 -10 16 -13 -11 17 -6 -12 18 19 -4
right_child=-2 3 14 -5 5 -7 7 -9 9 13 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0022393947335934672 -0.001633307898392631 -0.0019744370641844497 0.00024089758175532442 0.0024092709342500847 -0.0021895273476544843 0.002487912413042981 -0.0016012368303136486 -0.0016897944015291347 -0.001462910718221523 0.00090555036687561862 0.00083934829437757436 -0.0017789886524694971 0.00095206847263326361 0.0034555145852658018 -0.0015863535963743923 0.00011965388409704534 0.0026572762081409924 0.0016731894141018631 0.0014294290049399587 -0.0021506512763540537
leaf_weight=0.0017535971209683403 0.0011437112131602581 0.0010220028509770876 0.0010057528578473196 0.0010345223196255296 0.0013065787292108064 0.0012500356411617739 0.0010713212826090066 0.0011025215163869015 0.0012280456362105978 0.0011574906837434895 0.0014210225816775335 0.0011014209207162963 0.0012941597693307827 0.0011272944581488531 0.0010249790453804586 0.0010798346080216348 0.0016710185315842469 0.0011180425745207501 0.0013218012876254903 0.0010696595250867533
leaf_count=815 60 163 140 134 154 124 26 30 52 89 57 317 50 56 211 80 93 359 40 71
internal_value=0 6.11015e-05 -0.000527986 0.000315838 0.000179051 0.000327651 0.000128516 0.000400415 0.000629223 0.000894714 0.000462989 0.000893976 -0.000303595 0.00216368 1.37102e-05 -0.00114464 0.0018218 0.00037693 -4.9676e-05 -0.000991697
internal_weight=0 0.0241611 0.00729383 0.0168673 0.0158327 0.0148107 0.0135607 0.0111743 0.0100718 0.00900045 0.00671567 0.00548762 0.00239558 0.00228479 0.00554024 0.00238641 0.00309204 0.00451526 0.00339721 0.00207541
internal_count=3121 3061 1636 1425 1291 1128 1004 770 740 714 569 517 367 145 821 234 150 610 251 211
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=19
num_cat=0
split_feature=41 38 2 39 484 3 0 13 1 47 49 457 3 3 43 15 1 12
split_gain=0.000185606 0.000249096 0.000322507 0.000301567 0.000328491 0.000246794 0.00028246 0.000344268 0.00049827 0.000255811 0.000228718 0.000212121 0.000184181 0.000148518 0.00014558 0.000139767 8.21634e-05 6.30332e-05
threshold=0.079885000000000025 1.0000000180025095e-35 -0.0091949999999999983 0.091820000000000013 -0.0068949999999999992 -0.12018999999999998 -0.10151999999999999 -0.084034999999999985 0.13146500000000003 0.092710000000000015 -0.006494999999999999 0.080930000000000016 0.10732000000000001 -0.082154999999999992 0.08845500000000002 -0.10203999999999998 0.10828500000000001 0.083370000000000014
decision_type=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 14 9 12 13 10 11 16 -8 -9 17 -12 -7 -6
right_child=-2 -3 3 -5 5 6 7 8 -10 -11 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0016140836270014968 -0.0011905570441914765 -0.0015704364704198347 -0.0017719732531746254 0.0014330657228015357 0.0020217357571391107 -0.0014814958075811658 -0.00067676273941656251 -0.0014370092280301904 0.00051724847852453954 -0.00097606793012411429 0.00031540225794039517 0.00088678925987113321 0.0011625188185941154 -0.0032566350621093918 -0.00018096759057520327 0.0019699464833532222 -6.0520149532532722e-05 0.00080461493417082863
leaf_weight=0.0017149030827261482 0.0015525303873040732 0.0010973150391571087 0.0013590276514344737 0.0017245788190720637 0.0011144255168744578 0.0010097790820493557 0.0014589919814840214 0.0010010985375541416 0.0010213335791497968 0.001672501230331136 0.0010107274668307298 0.0018152765226506773 0.0012550114745479846 0.0012497760241623355 0.0010057557933293992 0.0016915620603903357 0.0010072297113623563 0.0010008101449265894
leaf_count=153 133 55 475 102 44 44 380 633 28 49 89 77 46 570 18 70 35 120
internal_value=0 6.6651e-05 0.000147889 2.46223e-05 -0.000105455 2.5353e-05 -0.000171726 -0.000753195 -0.00152202 0.000252395 0.000566816 1.37846e-05 0.000173759 -0.00244734 0.000921608 0.0013511 -0.000771906 0.00144586
internal_weight=0 0.0232101 0.0221128 0.0203979 0.0186733 0.0173143 0.0141933 0.00598621 0.00327221 0.00820708 0.00653457 0.00383229 0.002714 0.00225087 0.00312099 0.00270229 0.00201701 0.00211524
internal_count=3121 2988 2933 2780 2678 2203 2021 1657 1231 364 315 156 426 1203 182 159 79 164
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 1348 376 150 1456 42 1 43 16 2 12 12 160 0 0 49 3 0 2 13 457 160 0 48 1 1374
split_gain=0.00144404 0.00139106 0.00110581 0.00102719 0.000959209 0.00113691 0.000947939 0.000845768 0.0012872 0.000788919 0.00155089 0.000728266 0.00107777 0.000833735 0.000977477 0.000900651 0.00083018 0.0013165 0.00100478 0.000763922 0.000726867 0.000937547 0.000918288 0.000928268 0.000701561 0.000898984 0.000639872 0.000636194 0.000600854 0.000774229
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.088470000000000007 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10887500000000001 -0.074359999999999996 0.22339500000000004 0.089775000000000008 0.098810000000000023 0.085885000000000017 0.083670000000000008 -0.11991499999999998 -0.026509999999999995 -0.097394999999999995 -0.0080949999999999998 -0.061629999999999997 0.084055000000000005 -0.084034999999999985 -0.0029299999999999994 -0.080409999999999995 -0.05208999999999999 0.097140000000000018 0.083345000000000016 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -6 -9 10 -10 20 13 16 15 19 17 -13 -19 -15 21 22 23 -11 -21 -26 -23 -14 -27 -30
right_child=1 -3 3 4 5 -7 -8 8 9 11 -12 12 27 14 -16 -17 -18 18 -20 24 -22 26 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.0012687093247727732 -0.0012685448257289812 0.0012687480838370103 -0.0012683931967728964 -0.0012023057956766928 0.00089917714741584833 0.001184463686195918 0.00089247680837906379 -0.0012684020130605252 -0.00096031594924476309 0.00074916329260477034 0.00035536029959842337 0.00054817472038894545 -0.0010687777166827554 -0.00093579795833088669 -0.0007997746206317006 0.00086826032545916649 -0.0012574758611499342 -0.0010842464520603226 5.2386540008635569e-05 -0.00061808906582821066 0.0012684492793128947 0.0011938940434521397 -0.000729204956387577 -0.00066639765312649895 -0.00045212960586812662 -0.00027926791224220401 0.00024023941446790065 8.3639459315393259e-05 -0.0001736088662389578 0.00081300419287708527
leaf_weight=0.0013438101856344522 0.0012506505479734633 0.001240008857436691 0.001115321975511562 0.0011181360686833832 0.0013999426218447289 0.0012410658609667271 0.0016871031065264211 0.0014731520592743399 0.0040015314716139718 0.002200915237402512 0.0022525376166555588 0.0026527517010350625 0.0027095584812499842 0.001073371334655346 0.0016392965070473045 0.0029072508166421143 0.0013375569283020639 0.002692373403403882 0.0023370071218735879 0.001563964069390523 0.0010501859760232444 0.0017271232824782601 0.0026651754238482539 0.0011266592981940002 0.0021377056813776116 0.0014770727640325311 0.0032833759114794239 0.0010768367407649748 0.0016230437944955165 0.0060440843822959769
leaf_count=86 18 21 163 47 22 33 46 248 718 39 58 40 140 17 74 125 36 373 22 22 45 10 346 94 43 17 63 18 10 127
internal_value=0 -6.06667e-05 -8.86714e-05 -6.30594e-05 -3.92654e-05 -1.57836e-05 -4.32974e-05 -7.3396e-05 -0.000100066 -6.53507e-05 -0.000486447 -4.56492e-06 -0.000106654 -1.92616e-05 0.000135122 0.000226203 -0.000335327 -0.000174769 -0.000556086 9.20987e-05 0.000260298 0.000164077 -0.000174447 0.000269879 0.000177987 0.000288344 0.000568965 -0.000741035 0.00046145 0.000604149
internal_weight=0 0.0601048 0.0588648 0.0576141 0.0564988 0.0553806 0.0541396 0.0524525 0.0510525 0.0495794 0.00625407 0.0433253 0.0312719 0.0274855 0.0184658 0.0168265 0.00901969 0.00768213 0.00502938 0.0139192 0.0120534 0.0110032 0.00599275 0.00332757 0.0128459 0.0112819 0.0050105 0.0037864 0.0091442 0.00766713
internal_count=3121 3035 3014 2996 2833 2786 2753 2707 2685 2437 776 1661 1064 906 435 361 471 435 395 236 597 552 479 133 219 197 73 158 154 137
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=20
num_cat=0
split_feature=14 43 159 15 11 43 43 48 16 3 52 12 43 12 160 49 4 0 3
split_gain=0.000212072 0.000190504 0.000226115 0.000240293 0.000324235 0.000349483 0.000427981 0.00037476 0.000282205 0.00026087 0.000330047 0.000238476 0.00024891 0.000200052 0.000172494 0.000255094 0.000298133 0.000129988 0.000108024
threshold=0.076175000000000007 0.24789500000000006 -0.032739999999999991 -0.24436499999999997 0.081365000000000007 -0.074359999999999996 -1.0000000180025095e-35 0.087310000000000013 -0.40995499999999996 0.16158000000000003 -0.088204999999999992 0.051320000000000005 -0.084154999999999994 -0.029094999999999999 0.10070500000000002 -0.047584999999999995 -0.00099499999999999979 0.041630000000000007 -0.10519499999999998
decision_type=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 11 -8 10 -10 13 18 -5 15 -12 17 -17 -13
right_child=-2 -3 3 4 -6 6 8 -9 9 -11 14 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.001273695430966872 -0.0019021766933688387 -0.0017218908425384067 0.0019148443854408092 0.00033548757967787925 -0.0021875219828875678 -0.0027316706468979938 -0.0015425549448451399 0.0031307789566586892 -0.0019677772475063817 0.0024165780525668237 0.0026584029351210282 -4.3737968515861177e-05 0.0015580400430773955 0.0029942722469985996 -0.00087630813782998095 0.0021320256337686678 -0.0016560007291313227 0.00015101762344988764 -0.0019717308493324426
leaf_weight=0.0019350851425116158 0.0010915206194610496 0.0010833592598831201 0.0016097829426717737 0.0010651181436482915 0.001069538308701822 0.0011347384092387199 0.0016628540792051902 0.0013585709581347416 0.001198911335332121 0.0011014731572771552 0.0012171699421514868 0.001107496522717355 0.0010670877060388051 0.0011042035935702145 0.001287901981292805 0.0012693842327187186 0.0010241215848014818 0.0012688774756384191 0.0011195429653647615
leaf_count=390 101 180 214 73 111 626 84 191 93 73 28 71 221 28 27 221 54 22 313
internal_value=0 7.10738e-05 0.000157015 0.000290976 0.000153805 0.00029302 -0.000183871 0.00107354 0.000104352 0.000431625 0.000130736 0.000561973 -0.000180112 0.00168883 0.000545396 0.000928489 0.000337425 0.00114172 -0.00101295
internal_weight=0 0.0236852 0.0226019 0.0206668 0.019057 0.0179875 0.0111654 0.00682202 0.0100307 0.00836784 0.00726637 0.00546345 0.00329413 0.00216932 0.00606746 0.00477955 0.00356238 0.00253826 0.00222704
internal_count=3121 3020 2840 2450 2236 2125 1228 897 602 518 445 706 605 101 352 325 297 243 384
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=18
num_cat=0
split_feature=14 1 4 47 12 3 157 16 48 52 15 2 3 1 16 12 12
split_gain=0.000175398 0.000191846 0.000368982 0.000343302 0.000347476 0.000303873 0.000300432 0.000278332 0.000290722 0.000370911 0.000373554 0.000255055 0.000237475 0.000271134 0.000228989 0.000206565 0.000175169
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 0.086380000000000012 -0.040564999999999997 0.013900000000000001 -0.059399999999999988 -0.11118499999999999 0.092475000000000016 -0.081429999999999989 -0.015744999999999999 0.10855000000000002 0.10732000000000001 0.10781 -0.5315899999999999 0.091545000000000015 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 -4 -6 14 9 -9 -11 15 13 -5 -8 -1 -15
right_child=-2 3 5 12 6 -7 7 8 -10 10 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0005031879844188277 -0.001549517749137753 0.0027779291087176926 -0.0024763236848675731 -0.0013767360351022468 0.0019166081920569814 0.00014257624292002651 -0.00034280944003463543 0.00071437965638802782 0.0012452416605367236 -0.0030648144790467458 -3.9306725254335259e-05 0.0019453067662215117 -0.0015842963380488444 0.001824813217501453 0.0019841186249444599 -0.0015742995186448434 -0.00032600633585268881
leaf_weight=0.0018941030640893235 0.0010719338214535403 0.0010875840550030871 0.001866527516980355 0.0012269057936951091 0.0017514877198827614 0.0010433829216651702 0.0010067232626909117 0.0013657534774580435 0.0012356418082219989 0.0014728003861730352 0.0010602155644474634 0.0010307321303280048 0.001959447190102992 0.0013046647988446125 0.0017481986754717136 0.0011692889242906901 0.0010185586277273728
leaf_count=248 101 260 1251 126 149 25 52 128 40 51 317 20 68 39 105 70 71
internal_value=0 5.85026e-05 -0.000479152 0.000290413 0.000695394 -0.00153729 0.000460463 0.000137188 -0.000397552 -0.000918204 -0.00179846 0.00027292 -0.000498179 0.000101289 0.0011338 -0.000289784 0.000881841
internal_weight=0 0.023242 0.00700403 0.016238 0.0107284 0.00290991 0.00964082 0.00788933 0.00513441 0.00389877 0.00253302 0.00409412 0.00550958 0.00355013 0.00275492 0.00306339 0.00232322
internal_count=3121 3020 1614 1406 1102 1276 842 693 536 496 368 338 304 236 157 318 110
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 1348 45 14 0 0 44 159 15 43 4 52 457 48 1 3 484 15 52 0 42 16 0 2 4 2
split_gain=0.00204486 0.00192132 0.00148562 0.00135956 0.00126561 0.00140662 0.00126433 0.00137328 0.00135679 0.00233635 0.00176696 0.00147668 0.00148864 0.00131759 0.00168618 0.00130176 0.00118149 0.00111002 0.00122269 0.00148926 0.00134546 0.00107008 0.00127991 0.00145122 0.000801529 0.00099332 0.000783805 0.000861533 0.000811631 0.000678657
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.40381499999999992 0.090205000000000021 -0.080359999999999987 0.062655000000000016 -0.10607499999999999 -0.075684999999999988 1.0000000180025095e-35 -0.032739999999999991 -0.03241999999999999 -0.074974999999999986 -0.49013999999999996 0.083680000000000018 -0.0029299999999999994 0.12879500000000002 0.077565000000000009 0.11296500000000002 -0.0068949999999999992 -0.095869999999999983 -0.066844999999999988 -0.13027499999999997 1.0000000180025095e-35 0.22339500000000004 -1.0000000180025095e-35 0.13754500000000003 0.09173000000000002 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 2 -2 4 -4 6 -6 8 10 15 16 -11 26 14 -14 -10 29 18 19 -18 -20 22 -22 -24 25 -15 27 28 -13 -8
right_child=1 -3 3 -5 5 -7 7 -9 9 11 -12 12 13 24 -16 -17 17 -19 20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00129433134226958 -0.0012940406446988945 0.0012942729895702716 -0.0011560926831910988 0.00095371653684039903 0.0012941873091878611 0.001195919768428817 -0.00091903632686546257 -0.0011056242917612332 -0.0011550430913015634 -0.0010417321923821513 -0.0012821149246565421 -0.00063170153773429787 -0.00071446093531190474 5.4610784412477254e-05 0.00082029025445697003 -6.1768240856560738e-05 -0.0011481858928107486 -0.00068394787728661864 -0.00056416645461696805 0.00064467728931372518 -0.00065613562173709233 0.00099998639262207636 0.001216420156185379 -9.027736869994799e-05 -0.0012375044538732263 -0.00095019410904172966 0.0012702014696163784 0.001213420517048256 0.00055903703951788947 0.00033519366321365323
leaf_weight=0.001910553425886973 0.0016878844187289124 0.001706478281988665 0.0018398462358248926 0.0021225070456551967 0.0010745521394710513 0.0014408779792915985 0.0022116766570796633 0.002283906121718359 0.0061609185402504638 0.0022744974579325108 0.0013953579826875276 0.0018615344928392119 0.0017717612605849808 0.0048530995549640639 0.0037000084835412369 0.0025885882817089367 0.0017098042725791551 0.0016898721601137359 0.0016510762077359678 0.0014188618752086768 0.0017416400738170523 0.007807283825613358 0.0030676355717815795 0.002652292824791398 0.0018575378570453438 0.0024920738659091057 0.001845059050211261 0.001261842187766149 0.0019738651001262042 0.001071972081945205
leaf_count=86 18 21 63 49 9 31 45 95 866 124 29 155 18 87 54 625 72 16 19 6 20 102 57 24 143 124 65 45 35 18
internal_value=0 -6.18793e-05 -9.5174e-05 -6.53369e-05 -9.82598e-05 -6.77818e-05 -9.69541e-05 -0.000121323 -8.32583e-05 -0.000259662 0.000134702 -5.02088e-05 5.41183e-05 -0.000179387 0.000323337 -0.000831592 0.000213711 0.000322966 0.000407838 -0.000335116 0.000545217 0.000665179 0.000314859 0.000610513 -0.000478297 -0.0002863 0.000547696 0.000286169 -1.88952e-05 -0.000509583
internal_weight=0 0.0712143 0.0695078 0.0678199 0.0656974 0.0638576 0.0624167 0.0613422 0.0590583 0.0326408 0.0264175 0.0238913 0.0216168 0.0146745 0.00547177 0.00874951 0.0250221 0.0217385 0.0200486 0.00312867 0.0169199 0.0152689 0.00746157 0.00571993 0.00920271 0.00734517 0.0069423 0.00509724 0.0038354 0.00328365
internal_count=3121 3035 3014 2996 2947 2884 2853 2844 2749 2341 408 850 726 426 72 1491 379 316 300 78 222 203 101 81 354 211 300 235 190 63
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=39 42 31 376 45 14 156 151 1348 1373 0 0 15 132 14 1 48 2 3 52 52 52 0 52 16 15 52 15 13 484
split_gain=0.00182602 0.00160983 0.0013227 0.00136164 0.00133433 0.00118148 0.00109592 0.00109228 0.00139168 0.00104959 0.00112855 0.00235741 0.00135199 0.00131295 0.00126038 0.00127013 0.00151918 0.00164174 0.00137322 0.00119597 0.00104701 0.00155378 0.00167394 0.000988136 0.000923519 0.000823692 0.000699774 0.000790259 0.000671121 0.00090684
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.099250000000000019 -0.10607499999999999 -0.075684999999999988 -0.03241999999999999 0.081465000000000024 -0.10708499999999999 0.077565000000000009 0.12879500000000002 0.098035000000000011 0.11296500000000002 0.083680000000000018 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.091275000000000009 -0.065999999999999989 -0.008624999999999999 -0.046924999999999988 -0.086254999999999984 0.11596500000000001 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 -1 -3 4 -4 6 -6 -8 9 10 14 19 24 20 -9 18 17 25 -16 -12 21 22 23 28 -13 -17 27 -26 29 -14
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 11 12 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0011044827681943549 0.0011046405700993968 0.0011044023542900381 0.0011046104092797527 0.00077487713051274426 -0.0011042142161961019 -0.00089710634195349932 -0.0010735749203801188 -0.00066540981021694881 0.0010916237188398623 -0.0011044029430276627 -0.00097377994579662041 0.00093503288854784622 -0.0007025426762334526 0.00072512395808526232 -0.00096156127594397567 3.2700701546369115e-05 -0.0005629000160717807 0.00091800158147116125 0.00053157145416217412 -5.5061441104244324e-05 -0.0011043188736475161 0.0010766528032540455 -0.00099112602754688897 0.00072722447163880782 0.0010353864158920069 0.00077184246392615825 -0.00046058876014196392 -0.00010515152666969943 0.00056201518608181632 0.00035046025214009307
leaf_weight=0.0017694408054467195 0.0016668113337345849 0.0012142815615128191 0.0011215298263778086 0.0023054818837664462 0.0012496612225785233 0.0022441108765463005 0.0012663218772104292 0.0021743378430869589 0.0013020578509213001 0.0011556883838750301 0.0056311396350148188 0.0025234090553780675 0.0035738673399983295 0.0017202899615114129 0.0020762223841472782 0.0087322976893347004 0.0020861543812316077 0.0056936856436635699 0.0011763902948587202 0.0024918820419603804 0.0017181131969223893 0.0010861018293155675 0.0031165417154852548 0.0016443431626740335 0.001391923130199757 0.0023280961586351632 0.0016936019739901545 0.00158283690944927 0.0010525185899439293 0.0013828578958623439
leaf_count=18 23 84 9 49 159 98 45 37 30 20 812 90 213 43 88 77 21 148 6 608 85 18 24 38 54 18 59 115 12 20
internal_value=0 -6.5006e-05 -3.74452e-05 -5.86065e-05 -8.90036e-05 -0.000110562 -8.10705e-05 -5.9252e-05 -3.6849e-05 -6.3072e-05 -4.11419e-05 -0.000182127 2.04057e-06 -0.000183612 0.00013669 0.000215631 0.000325632 0.000436269 -0.000421532 -0.000691947 -0.000298777 -0.000182044 -0.000308975 -3.12036e-05 0.000396864 0.000188282 0.000105966 0.000428519 -0.000238737 -0.000408769
internal_weight=0 0.0685052 0.0667357 0.0655215 0.063216 0.0620945 0.0598503 0.0586007 0.0573344 0.0560323 0.0548766 0.0306094 0.0224864 0.0152946 0.0242672 0.0220928 0.0188402 0.0167541 0.00325261 0.00812302 0.0135743 0.0118562 0.0107701 0.00765359 0.00719177 0.0110604 0.00466836 0.00297476 0.00600924 0.00495673
internal_count=3121 3098 3080 2996 2947 2938 2840 2681 2636 2606 2586 2191 771 453 395 358 264 243 94 1420 410 325 307 283 318 95 228 169 245 233
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=19
num_cat=0
split_feature=52 39 42 43 1 47 42 160 48 48 4 14 16 43 2 4 2 13
split_gain=0.00016824 0.000214383 0.000271571 0.000183217 0.000289112 0.000414754 0.000329864 0.000329439 0.000265074 0.000261615 0.000328788 0.000295307 0.000526436 0.000241028 0.000313259 0.000239601 0.000154027 1.07757e-05
threshold=-0.40306999999999998 0.11593500000000001 -0.11466499999999999 -0.25681499999999996 0.094385000000000011 0.093140000000000014 0.085505000000000012 0.086075000000000013 0.086665000000000006 0.12474000000000002 -0.034939999999999992 -0.10708499999999999 -0.5315899999999999 0.05259500000000001 0.084245000000000014 -0.07712999999999999 0.090790000000000023 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 9 7 13 -7 10 -6 -12 -13 14 -5 -16 -14 -15
right_child=1 -3 3 4 5 8 -8 -9 -10 -11 11 12 16 17 15 -17 -18 -19
leaf_value=-0.0011199876746832503 -0.0016573825108833571 0.0014859730235797658 0.00109133123820732 0.00078384610301089055 -0.00071616754914192711 -0.0019663152674079037 -0.0020729079082726708 -0.0015974796930054147 0.00011476113972544372 -0.00077858485337333719 -2.9040214102034614e-05 -4.0039621191222349e-05 0.001739673908693506 0.00082365269485389677 -0.0022134497677338359 -0.00018914689411367192 0.0032656872657870267 0.0013082362618239802
leaf_weight=0.0014225442920219314 0.0010560159564534368 0.001097919775064681 0.0017592967661972372 0.0017182744766071067 0.0010346149447073572 0.0011476611839214002 0.0012069211848672054 0.0015226316870613488 0.0016300934246640253 0.0010571974228241743 0.0013462395074119726 0.0012531931785311201 0.0014037953688501581 0.0010051032325861797 0.0011055339653509551 0.0015391393651205147 0.0015114315951323398 0.001014744829823222
leaf_count=324 141 60 96 209 114 69 773 99 85 17 93 59 127 16 252 303 157 127
internal_value=0 5.49414e-05 -1.54765e-05 6.60952e-05 -2.64182e-05 0.000351983 -0.000457635 -0.000211032 -0.000745059 0.000752604 0.000999772 0.0013217 0.00175794 0.000119709 -0.000318891 -0.00103535 0.00253085 0.0010671
internal_weight=0 0.0234098 0.0223119 0.0212559 0.0194966 0.0103842 0.00911235 0.00790543 0.00277775 0.00760647 0.00654927 0.00551466 0.00416842 0.0063828 0.00436295 0.00264467 0.00291523 0.00201985
internal_count=3121 2797 2737 2596 2500 721 1779 1006 154 567 550 436 343 907 764 555 284 143
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 3 14 457 43 52 3 16 13 151 0 133 157 160 12 2 474 42 1 1374 49 1 11 39 13
split_gain=0.00282843 0.00234478 0.00204616 0.00220684 0.00174448 0.00209216 0.00164177 0.00265263 0.0016336 0.00206936 0.00200869 0.00184918 0.00226436 0.00245636 0.00190857 0.001694 0.00167963 0.00165737 0.00163362 0.00162496 0.00158278 0.00157243 0.00164264 0.00173791 0.0014958 0.00157343 0.00129008 0.00121899 0.00114574 0.00106067
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 0.30112000000000005 -0.24175999999999997 0.080930000000000016 -0.06984499999999999 -0.088204999999999992 -0.52915999999999996 0.22339500000000004 -0.10664 0.093155000000000016 -0.26609999999999995 -0.032969999999999992 -0.071119999999999989 -0.082299999999999984 0.099400000000000002 0.089885000000000007 0.086990000000000012 -1.0000000180025095e-35 0.11146500000000002 -0.26569999999999994 -0.083629999999999996 0.14089500000000002 0.078065000000000009 0.084020000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 16 -10 -11 13 19 15 -15 -6 -17 -18 20 -13 22 23 -20 -12 -26 -19 28 29 -24
right_child=1 -3 3 -5 5 -7 7 -9 10 11 24 12 -14 14 -16 17 18 26 21 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014009698748737407 -0.0014008151244516919 0.0014010146254213101 0.001400973916391644 0.0010672266350112355 0.0011036657921823362 -0.0012379591186432576 -0.00096703963961921463 0.0014005141347185389 -0.0011456387907180291 0.0011374068400792567 -0.00035795805188977364 -0.00042175592268113197 -0.0012235061278775829 0.00094506865790907485 0.00093108043604631053 0.00045893332099884466 -0.0010759982008788135 -0.00095635773318545963 -0.0014006142351694643 -0.0006803282393559049 0.0010747322782446974 -0.001378928111754715 0.00083422693376625071 0.00029712780783258723 -0.00056869578464331639 0.0010167265971462646 0.00056637984148242789 -0.00099076461528226512 0.001386058100058561 -9.0564358582392348e-06
leaf_weight=0.0026559160392309869 0.0022959511939575341 0.0020999829282573037 0.0014879478439979712 0.0032712933709859717 0.0028206609457299683 0.0032102690136781567 0.0012945820767811256 0.0032767677504210715 0.0016569824711041301 0.0014530011421811572 0.0030414509515139807 0.0019433606967709238 0.006562909766756774 0.0012270711335986449 0.0015868459656758196 0.0020333815634003818 0.0026486909226832714 0.018818930448246025 0.0023270742588934424 0.0024751450803819353 0.0048312442217763873 0.0013431023910399622 0.0049486436093957274 0.0024034643538470846 0.0014516946885265733 0.0079469387866950569 0.0011581248980974115 0.0011404679341922011 0.0024492350660523252 0.0071512643754445618
leaf_count=86 18 21 9 49 50 98 23 89 53 10 18 29 205 10 11 44 312 1078 198 19 44 100 110 10 28 110 14 19 60 196
internal_value=0 -6.31096e-05 -9.44015e-05 -6.31443e-05 -0.000103039 -0.000127577 -8.70653e-05 0.000730035 -0.000131842 -0.000220209 0.000302707 -0.000414818 -0.000470319 -0.00032525 -0.000554752 -0.000656217 8.05731e-05 -0.000745487 -3.76394e-05 0.000290685 0.00064545 8.87337e-05 0.000185267 -0.000538035 0.000495622 0.000771845 -0.00086808 0.000403348 0.000512629 0.000335831
internal_weight=0 0.100356 0.0982565 0.0959605 0.0926893 0.0912013 0.087991 0.00457135 0.0834197 0.0693226 0.0140971 0.04209 0.040637 0.0340741 0.0248244 0.0232375 0.0272326 0.0220104 0.0244119 0.00924975 0.0067746 0.0217633 0.0204201 0.00473054 0.0124401 0.00939863 0.0199771 0.0156896 0.0145491 0.0120999
internal_count=3121 3035 3014 2996 2947 2938 2840 112 2728 2519 209 1464 1454 1249 1157 1146 1055 1136 1005 92 73 693 593 208 156 138 1092 385 366 306
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 151 1348 1374 1456 1425 4 11 3 403 401 14 3 159 41 3 13 0 0 43 2 2 2 160 1374 13
split_gain=0.0017018 0.00137824 0.00137962 0.00186904 0.00128953 0.00117923 0.00145477 0.0012493 0.00118357 0.00118284 0.0012496 0.00146536 0.00120916 0.00119264 0.000963217 0.00102041 0.0012201 0.00101421 0.000994009 0.000971652 0.00149284 0.00107081 0.00222497 0.00115225 0.00141583 0.00107596 0.00117453 0.00105962 0.0009439 0.000755546
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.14989499999999997 -0.092474999999999988 0.085410000000000014 -0.10708499999999999 0.30112000000000005 0.10395500000000001 0.079885000000000025 -0.12018999999999998 0.10820000000000002 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.097845000000000015 0.10060500000000001 0.11293500000000002 -1.0000000180025095e-35 -0.094929999999999987 -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=-1 2 -2 4 -4 -6 7 8 -7 10 11 13 -12 -10 15 -15 17 18 19 20 -17 28 -23 27 -25 -26 -27 -24 -21 -29
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 -19 -20 21 -22 22 23 24 25 26 -28 29 -30 -31
leaf_value=0.0012194446587444564 0.0012196038514342604 0.0012195004580602535 -0.0012193309146607614 -0.0011102858881024333 -0.0011755952060326371 -0.00091323590258811772 0.001210178188485043 -0.0011065614798334371 -0.0012191171201587859 -0.0012197889183506421 -9.2137935287820989e-05 -0.0012191504232133945 0.00082255847467991975 -0.0010598477796338501 -0.0010414924767615675 0.0011206098459447145 0.0012191465750523915 -0.00094501897969962812 -0.0009824731911987157 -0.00044482304354769817 2.5208202514712058e-05 -0.0012129507420493609 -0.00066365614558229664 -0.0012191756002998026 0.0009741934933983771 -0.0012194117928857929 0.00024376383643193237 0.0010909417297940321 0.00041576747563561514 0.0002282711539516711
leaf_weight=0.0016119981437832101 0.0012115258232370243 0.0012539679006806628 0.0013792647551298378 0.0025816104463700631 0.0013040800841679348 0.0020581622803934599 0.0014322038121576943 0.0015688426041222661 0.0011419287178915374 0.0011086576784649074 0.0035110813423102627 0.0014838086923987239 0.0055311260647776805 0.0011545256635372416 0.0011870654974028829 0.0034284192656741505 0.0014042332495733936 0.001430070593962717 0.001223374444379032 0.0022378510320777431 0.0040132166874400355 0.0025651496794711721 0.0013279357458344521 0.0019849073534202117 0.0012568437812987554 0.0013666255051489884 0.0020210307311536724 0.0023170319829333152 0.012327295973076229 0.0043251454054846761
leaf_count=86 9 21 17 99 46 266 32 39 342 74 46 73 214 17 186 33 50 100 40 16 27 268 166 395 10 52 66 33 158 140
internal_value=0 -4.72256e-05 -6.99555e-05 -9.27063e-05 -5.29575e-05 -2.8097e-05 -4.49648e-06 -3.25672e-05 -4.67353e-06 2.73754e-05 5.15318e-05 -2.64866e-05 0.000467383 1.13979e-05 4.22326e-05 7.12174e-05 0.000101425 6.38984e-05 9.96164e-05 0.000133411 0.000529868 4.04299e-05 -0.000165864 1.81097e-05 -0.000357402 1.08912e-05 -0.000346501 0.000330455 0.000283543 0.000529202
internal_weight=0 0.071137 0.069883 0.0686715 0.0660899 0.0647106 0.0634065 0.0619743 0.0604055 0.0583473 0.0572387 0.0481965 0.00904221 0.0467127 0.0455707 0.0443837 0.0432291 0.0418249 0.0403948 0.0391715 0.00744164 0.0317298 0.0171647 0.0145995 0.00662941 0.0046445 0.00338766 0.00797011 0.0145651 0.00664218
internal_count=3121 3035 3014 3005 2906 2889 2843 2811 2772 2506 2432 2172 260 2099 1757 1571 1554 1504 1404 1364 60 1304 1130 862 523 128 118 339 174 173
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=20
num_cat=0
split_feature=44 40 42 43 4 16 12 48 0 3 4 4 3 43 3 15 43 15 2
split_gain=0.000176809 0.000216036 0.000378474 0.000240393 0.000317132 0.000205103 0.000202214 0.000238038 0.000364396 0.000388025 0.000289117 0.000289218 0.000543061 0.000334653 0.000349283 0.000237086 0.000232244 0.000140638 0.000116615
threshold=1.0000000180025095e-35 0.084220000000000003 -0.11466499999999999 -0.20207499999999998 -0.49405499999999997 0.22339500000000004 -0.07415999999999999 0.12649500000000002 -0.23091999999999999 -0.10831999999999999 -0.17966999999999997 -0.080924999999999983 -0.077774999999999983 -0.073959999999999984 0.090900000000000009 -0.09551999999999998 0.084740000000000024 -0.098289999999999975 0.089885000000000007
decision_type=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 -6 8 -8 16 -11 -12 -13 -14 15 -15 18 -16 -10
right_child=-2 -3 3 4 6 -7 7 -9 9 10 11 12 13 14 17 -17 -18 -19 -20
leaf_value=-0.0022749351763233705 -0.0016452710763380082 0.0019120678463414558 0.00018463281839418882 -0.0022909740989860926 0.0015305153040117748 0.0028522831773410504 0.0019487781950407442 -0.0018761951045024527 0.00079199635234296177 -0.0028128847756271813 0.0016795447480545884 -0.0033494996447625803 0.002091475320073127 -0.00053151085017657845 -0.00086263761595688291 -0.0033313880501134405 -0.00055105463011930378 0.0011376809229100896 0.0024128982086138052
leaf_weight=0.0013002994881408094 0.0011695153384891901 0.0011102244090945837 0.0010933516916598043 0.0010885212555500302 0.0016407858114000353 0.0010313161044379626 0.0017363494789357425 0.0012162205319681254 0.0019292314107417436 0.0010122026069296847 0.0010871120972786256 0.0011853549542718504 0.0010026589594001045 0.0011485994292574908 0.0010311695990434799 0.0010810294660834954 0.0015046287637616729 0.0017382181579250755 0.0014180677845292422
leaf_count=166 60 61 99 144 248 21 58 52 69 32 428 899 109 99 43 315 39 76 103
internal_value=0 6.28017e-05 -2.55222e-05 0.000107763 -3.92855e-05 0.00147951 9.15633e-05 -4.65815e-05 9.35928e-05 -0.000134246 -0.000648099 -0.000383274 -0.000695297 -0.000171081 -0.000624885 -0.00188902 0.000849243 0.000392871 0.00147868
internal_weight=0 0.0243553 0.0232451 0.0219448 0.0198202 0.00212467 0.0187316 0.0170908 0.0158746 0.0141383 0.00928635 0.00827414 0.00718703 0.00600168 0.00499902 0.00222963 0.00485193 0.00276939 0.0033473
internal_count=3121 3061 3000 2834 2714 120 2570 2322 2270 2212 2001 1969 1541 642 533 414 211 119 172
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=39 42 376 31 45 14 151 1348 1455 4 11 150 160 42 0 15 3 156 133 4 1373 15 4 4 3 43 13 1 0 10
split_gain=0.00133612 0.00133503 0.00131806 0.00124987 0.00120016 0.00139184 0.000960091 0.00134118 0.000937018 0.000924803 0.00121519 0.00085625 0.00100895 0.000910218 0.000814939 0.000729162 0.000923023 0.000947395 0.000918253 0.000787975 0.000635856 0.000870618 0.000838414 0.000900347 0.00115746 0.00100672 0.000834039 0.000871342 0.000606445 0.000602107
threshold=0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 0.086165000000000005 0.27287000000000006 0.080455000000000013 -0.22665999999999997 -0.091944999999999985 -1.0000000180025095e-35 -0.10607499999999999 -0.095869999999999983 0.30112000000000005 0.091255000000000017 0.10622000000000002 0.24564500000000003 0.089210000000000025 0.095175000000000023 -0.49405499999999997 -0.083854999999999985 0.090900000000000009 0.08845500000000002 -0.063184999999999977 0.077845000000000011 -0.061629999999999997 0.039530000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 -6 8 9 10 11 -8 -13 14 -14 19 17 18 20 -15 21 22 -17 -24 25 26 27 -25 -28 -11
right_child=-2 2 -4 4 5 -7 7 -9 -10 29 -12 12 13 15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0011719843558855082 0.0011721127499166059 0.0011720087668533154 0.00092610805443174733 0.0011721514365664965 -0.0011426334995783629 -0.0010446462758469228 0.00098319270765175591 0.0011630165362794026 -0.0011718202029401973 0.00045001334282213871 -0.0011717921695900146 -0.0008004623790179024 0.00018545744232632643 -0.00068127847196448594 -0.00090062575058248229 -0.00056991410349512114 0.0011718122446785183 -0.00084604237479641491 -0.00079028201479624215 0.00036714661763536234 -0.00065774892419925184 -0.00050706307640403358 0.00079729515488669879 -0.001171761261403314 0.00068893432856220174 -0.0011719739804207795 7.5848869505961612e-05 0.00018466758132114713 0.0011196313297995044 -0.00042667710148215887
leaf_weight=0.0014257515887692298 0.0012502386506980647 0.0011119512725379357 0.0019362583307724881 0.001025801028845307 0.0011177928120034144 0.0020896156353700226 0.0010033840960090848 0.0012313941325885472 0.0010468104046945639 0.0067687886529022023 0.0014667730474684495 0.0027207293498059384 0.001387639250182815 0.003601545973847208 0.0029974430460075743 0.0013678396343123995 0.0010518511700325908 0.0015159012126879636 0.0014476191320174072 0.0013543096049204451 0.001185439752262595 0.0019934804022554422 0.005012941510599926 0.001133640256682604 0.0041180050911862054 0.0010184126221943757 0.0019003994800073087 0.0015246699305535572 0.0012782716558775026 0.0012787453396256865
leaf_count=18 23 75 58 9 45 98 12 30 158 218 99 314 46 122 648 38 43 109 198 18 18 94 38 321 23 31 53 120 16 28
internal_value=0 -5.21463e-05 -2.39811e-05 -5.75807e-05 -8.30703e-05 -0.000107543 -6.87856e-05 -4.44902e-05 -7.53554e-05 -5.10005e-05 -0.000125485 -8.4683e-05 -0.000113951 -5.88356e-05 -0.00055694 1.51952e-05 9.79592e-05 4.9887e-05 0.000111675 -0.00039477 0.000175264 0.000226303 0.000310545 0.00038588 0.000197935 -9.70062e-05 9.05498e-05 -0.000393783 0.000495596 0.000310708
internal_weight=0 0.0581132 0.0566875 0.0547512 0.0536392 0.0526134 0.0505238 0.049406 0.0481746 0.0471278 0.0390803 0.0376135 0.0366101 0.0338894 0.00438508 0.0295043 0.0245485 0.0234966 0.0219807 0.00495586 0.0205331 0.0193477 0.0173542 0.0159863 0.0109734 0.00685539 0.00583698 0.00265831 0.00317867 0.00804753
internal_count=3121 3098 3080 3022 2947 2938 2840 2795 2765 2607 2361 2262 2250 1936 694 1242 1102 1059 950 140 752 734 640 602 564 541 510 441 69 246
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=18
num_cat=0
split_feature=1374 457 484 11 160 52 0 47 43 1 3 47 15 15 0 3 13
split_gain=0.000178227 0.000484591 0.000479193 0.000262546 0.000275011 0.000390242 0.000271416 0.000315691 0.000378205 0.000377723 0.000315839 0.000265671 0.00040004 0.000271296 0.000362625 0.000212602 8.7276e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.089270000000000002 -0.22361499999999998 0.10744000000000002 0.15398500000000004 0.13148500000000005 -0.074359999999999996 0.080000000000000016 -0.11255999999999998 0.092530000000000015 0.035560000000000008 -0.10203999999999998 -0.10151999999999999 -0.075944999999999985 -0.0030199999999999997
decision_type=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 8 9 -6 -10 12 13 -12 -15 -11 -7
right_child=1 -3 3 -5 5 16 -8 -9 10 15 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0017401875053777772 -0.002595452966383719 0.002521198624328592 -0.0017383625272596346 -0.0020568584669073795 -0.00012095925330372894 0.0011968744750137381 -0.0015867516707055607 -0.0020961187554064844 0.0015030913315821556 0.0012403311601913549 -0.00099297175085757148 -0.0022528201577413317 -0.0018782434278229159 0.0026105508225282301 -0.00038572708701865589 0.0036044663604031762 0.0029775223679789405
leaf_weight=0.0010996206194811 0.0013785544069743185 0.0014432242612167903 0.0013421871637135921 0.0010604944458307832 0.0018011172091165735 0.0010549389930463171 0.0016663264542664527 0.0010064865851902036 0.0019710833610488932 0.0014498877876203409 0.0014285736155823514 0.0013141497616802056 0.0017367508265309084 0.0017784277516810221 0.0013698675222095858 0.0014651224862474166 0.0010543910397258207
leaf_count=55 482 104 321 95 340 113 35 27 89 136 157 78 622 71 192 168 36
internal_value=0 6.13395e-05 -9.38346e-05 6.65677e-05 0.000176742 0.000311339 9.08643e-05 0.000273318 0.000439913 0.00145489 -5.87693e-05 -0.000462368 -8.96939e-05 0.000588994 0.00130683 0.00242858 0.00208697
internal_weight=0 0.0243216 0.0228784 0.0214998 0.0204393 0.0190971 0.0169878 0.0153215 0.014315 0.00471613 0.00959885 0.00762777 0.00631362 0.00457687 0.0031483 0.00291501 0.00210933
internal_count=3121 3066 2962 2480 2385 2064 1915 1880 1853 644 1209 1120 1042 420 263 304 149
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 151 1348 15 376 0 0 43 457 16 4 13 51 13 13 0 42 51 1374 150 133 49 3 123 51
split_gain=0.00196398 0.00195004 0.00220075 0.00140456 0.00142307 0.00112289 0.0011537 0.00123982 0.00116212 0.00109046 0.00104489 0.00214845 0.00166071 0.00128632 0.0011772 0.00109573 0.000990001 0.000935312 0.000915235 0.00090535 0.000874556 0.00112236 0.000816257 0.000680334 0.000952335 0.000716726 0.000746238 0.000635449 0.000578793 0.000571665
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.24436499999999997 0.048375000000000008 -0.10607499999999999 -0.060129999999999996 -0.074359999999999996 -0.0029299999999999994 0.22339500000000004 -0.083854999999999985 -0.084034999999999985 0.11144500000000002 -0.53104499999999988 -0.089109999999999981 -0.053834999999999994 0.090090000000000017 -0.076794999999999988 -0.094929999999999987 0.081835000000000019 -0.0061299999999999992 -0.058769999999999996 -0.11255999999999998 1.0000000180025095e-35 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 4 -3 -6 -7 8 17 10 13 15 20 -10 19 16 -12 22 -15 -14 -13 -22 -8 -20 25 -25 -27 -21 -11 -17
right_child=1 2 -4 -5 5 6 7 -9 9 28 11 12 14 18 -16 29 -18 -19 23 27 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013200906908556898 0.0013206684427880912 -0.0013198971401617503 -0.001231796485027753 0.0013200296778758129 -0.0013196252592901432 -0.0012597249525574891 -3.8774712820879632e-05 0.0013097536931591781 -0.00067068072224554104 -0.00015346416154772178 0.00082705710587163467 0.0012292988162183869 0.00052880091103895733 -0.00091769342299924861 -0.0010184336628698395 -0.0011438756439866042 -0.00074021052827834592 -0.00039594149507875585 -0.00037743184974991628 -0.00012573268666467383 0.00064169251994536467 -0.00068187827607057658 0.0013053345236072179 -0.00054738143331155731 0.00093895449841622949 -0.00040619845113507383 0.00058861926041569061 -0.0013196713272631921 0.0010075228785066334 -8.3517740830801469e-05
leaf_weight=0.0019102406799120777 0.0017939918197953366 0.0015044683391352001 0.0027382593379599021 0.001326564321786349 0.0011367557416033227 0.0012308409530632494 0.001099822418069607 0.0012913815786248497 0.0030617817491815904 0.0010781608116303678 0.0012614666726378232 0.002042369298351332 0.0028945444002772547 0.0010817543936809662 0.0030451389840528975 0.0066811682806373635 0.0015817354160354482 0.0012364397882720368 0.0020346841010905328 0.0029495738883724698 0.0033894057104077993 0.0016628552418751497 0.0027632704840598868 0.0017968139946731307 0.0045111555629375752 0.0016683531871422011 0.006163001548259211 0.0010533980246663216 0.0024393314675705824 0.0010205247342014445
leaf_count=86 9 17 99 21 159 46 22 32 58 9 35 10 30 6 134 1228 280 17 16 24 38 41 153 61 71 18 92 62 66 181
internal_value=0 -3.6683e-05 -7.37212e-05 -2.33915e-05 -5.22846e-05 -2.05927e-05 4.41929e-06 3.13352e-05 2.12396e-06 -5.74662e-05 -0.000109541 -0.00027681 1.29212e-05 0.000117537 -0.000335085 -0.000744926 -4.48481e-05 0.000602955 0.000257394 -3.33974e-05 0.000500628 0.000206064 0.000922667 0.000335987 0.000438649 0.000204238 0.000376688 -0.000439922 0.000651664 -0.00100337
internal_weight=0 0.067539 0.065745 0.0630068 0.0616802 0.0601757 0.059039 0.0578081 0.0565168 0.0514172 0.0478997 0.0275822 0.0170373 0.0203175 0.00994266 0.0105449 0.0028432 0.00509953 0.0172558 0.00689752 0.00709463 0.00505226 0.00386309 0.016174 0.0141393 0.00962817 0.00783135 0.00400297 0.00351749 0.00770169
internal_count=3121 3035 3026 2927 2906 2889 2730 2684 2652 2460 2385 2063 339 322 250 1724 315 192 264 116 89 79 175 258 242 171 110 86 75 1409
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=31 39 45 2 123 8 1447 12 0 151 4 12 132 13 151 3 0 3 160 3 3 3 474 2 1 12 42 52 42 3
split_gain=0.00188057 0.00191403 0.00169982 0.00128301 0.0018422 0.00114041 0.000969925 0.000916378 0.00128683 0.00101925 0.00140038 0.001133 0.00124832 0.00155608 0.00138134 0.00101491 0.000778585 0.000741115 0.000707548 0.000666783 0.00107222 0.000846709 0.000877877 0.00078441 0.00119533 0.00101346 0.000688361 0.000644526 0.000563636 0.000558374
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.096015000000000017 0.087755000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.098810000000000023 0.16094000000000003 -0.40381499999999992 0.27834500000000006 -0.10022999999999999 0.081465000000000024 -0.091054999999999983 -0.055494999999999996 0.11924500000000002 -0.23091999999999999 0.10732000000000001 0.11205000000000002 -0.074084999999999998 -0.077774999999999983 0.149315 0.085685000000000011 0.083995000000000014 0.077845000000000011 0.084100000000000022 0.091295000000000015 0.10744000000000002 -0.092459999999999987 -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 -2 5 6 16 -5 9 -9 -8 11 -11 13 17 -15 -12 -4 -13 27 20 23 22 -21 28 25 -25 -27 -16 -18 -7
right_child=1 -3 3 4 -6 29 7 8 -10 10 15 12 -14 14 18 -17 19 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012194180929881305 0.0012195423825751936 0.0012195152660568324 0.00036232327189512697 -0.0012192612548801115 0.00095745884617888738 -0.00017440707241618211 -0.0010801168798196289 -0.00094816338512611386 0.00056614186051215896 -0.0011211524528753378 0.0010837148016775557 -0.00018756554090133717 0.0009363017571532566 0.00074084796780537435 -0.00089554735474317853 -9.991091951450227e-05 -3.389894140347125e-05 0.00090968649975926191 0.00014072928089518108 -0.0009513222508051452 0.00044400837408412383 0.00018642080450660952 0.00022348232968643259 0.00035361888343357818 0.0006482290798816594 -0.001094589713306508 5.356674963068137e-05 -7.9894928916662386e-05 -0.00097862866635048656 0.00098203062739918886
leaf_weight=0.0012936065425748202 0.0010891975607592022 0.001269195715721593 0.0013558685521388681 0.0013764214222398144 0.0021133159619886035 0.0014999818990872882 0.0014097732996560799 0.0040978674233267389 0.0010470507957052178 0.0016585509698927572 0.0026409393635589131 0.0014776430221417032 0.0016668524289684674 0.0013795485862715404 0.006357461609837859 0.0018174906991816897 0.0011223750416320399 0.0024016109281888021 0.0017606575045370229 0.012293519291066708 0.0019197002735040778 0.0012550597241443038 0.0010240022266714286 0.0014736782101678614 0.0016926914635746471 0.0032366788539910374 0.0010207310711916051 0.0018612338179586629 0.0057286904601951908 0.0010582392284845801
leaf_count=86 9 21 30 55 107 20 25 232 7 27 83 29 50 40 184 47 75 47 30 305 116 13 19 105 46 698 94 55 422 44
internal_value=0 -0.000263919 -0.00029127 -0.00031556 -0.00014375 -0.00047937 -0.000218935 -0.000172383 -0.000639985 -7.39134e-05 -1.22976e-05 -0.000159644 -6.53099e-05 -0.000174873 -0.00040253 0.000601207 -0.000541754 0.000491733 -0.000560591 -0.000581595 -0.000411356 -0.000770782 -0.00086099 -0.000526387 -0.000251864 -0.000517709 -0.000819315 -0.000710832 -0.000823858 0.000303967
internal_weight=0 0.070106 0.0688368 0.0677476 0.0330664 0.0346812 0.0309531 0.0295767 0.00514492 0.0244318 0.023022 0.0185636 0.016905 0.0152382 0.0113589 0.00445843 0.032123 0.00387925 0.00997935 0.0307671 0.0161945 0.0145726 0.0133175 0.0142748 0.00742378 0.00573109 0.00425741 0.0082187 0.00685107 0.00255822
internal_count=3121 3035 3014 3005 1018 1987 911 856 239 617 592 462 435 385 309 130 1923 76 269 1893 1556 337 324 1440 943 897 792 239 497 64
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=18
num_cat=0
split_feature=14 38 147 124 484 3 3 42 15 2 1 3 15 1 4 12 43
split_gain=0.000202401 0.000183518 0.000369334 0.00035823 0.000361516 0.000231303 0.000254109 0.000436841 0.000578208 0.000362217 0.000740893 0.00031997 0.000265997 0.000176125 0.00012543 0.000110216 2.40265e-06
threshold=0.076175000000000007 0.084835000000000008 0.089025000000000007 -0.043384999999999993 -0.0068949999999999992 0.13524500000000003 -0.10023499999999998 0.094525000000000012 -0.012384999999999998 0.084055000000000005 0.086105000000000015 0.097915000000000016 -0.016799999999999995 0.10797500000000002 -0.15289999999999995 0.098150000000000015 -0.00067499999999999993
decision_type=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 16 12 -11 -12 13 -8 -10 -7 -6
right_child=-2 -3 -4 4 5 15 9 -9 14 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0017392318715410433 -0.0016677878529186695 -0.0015521056448493608 0.0022185000786636537 -0.0021598151489708953 0.0026042038428357702 0.001707348671271832 0.00061292620698265288 -0.0015649601999287689 0.00066557430379646503 -0.0035489635441880111 0.00088057594779177614 -0.0014646078934516227 0.0015362476996620142 -0.0015603379442668075 -0.0011258376542834718 1.3543376712863825e-05 0.0028896758318473648
leaf_weight=0.0018547813376583724 0.0012195409050406161 0.0011541971462172276 0.0013602249610933361 0.0014220602440156984 0.0010012648821415837 0.0017845904996227615 0.0011868182430934127 0.0013822439266917286 0.0014021162585962088 0.0017141200759569486 0.0019610426265295189 0.0019980726178587815 0.0017591676093644606 0.0013627989908897575 0.0012645705161649012 0.0010311265725739815 0.0010049116677777192
leaf_count=211 101 57 113 455 53 107 102 45 92 1069 96 64 365 62 74 17 38
internal_value=0 5.3561e-05 0.000132457 4.23589e-06 -0.000154484 -3.22332e-06 -0.000194652 0.000471952 0.00107448 -0.000599014 -0.00128373 -0.000302983 0.000302527 -0.000548708 -0.000183932 0.00108707 0.0027472
internal_weight=0 0.0246441 0.0234899 0.0221297 0.0202749 0.0188528 0.0160371 0.00605511 0.00467286 0.00998202 0.00567324 0.00395912 0.00430878 0.00254962 0.00266669 0.00281572 0.00200618
internal_count=3121 3020 2963 2850 2639 2184 2060 302 257 1758 1229 160 529 164 166 124 91
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=20
num_cat=0
split_feature=124 4 0 0 0 132 16 14 16 15 47 3 0 1 2 4 16 3 0
split_gain=0.000188442 0.000204149 0.000299842 0.000398922 0.000356099 0.000386164 0.000348472 0.000326404 0.000279208 0.000276414 0.000337728 0.000476546 0.000446217 0.000331204 0.000217326 0.000362523 0.000191247 0.000342441 0.000140445
threshold=0.10281000000000001 -0.49405499999999997 -0.062294999999999996 -0.10151999999999999 -0.053834999999999994 0.080640000000000017 -0.073404999999999984 -0.10708499999999999 0.22339500000000004 -0.14601999999999996 0.092710000000000015 0.090900000000000009 -0.15350499999999997 0.094385000000000011 0.11389000000000002 0.0067750000000000006 -0.008069999999999999 -0.13309499999999996 -0.077259999999999981
decision_type=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 -4 8 -5 -3 16 -9 11 12 -11 -14 15 -13 17 -6 -8
right_child=-2 2 4 6 5 -7 18 9 -10 10 -12 14 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00152145970477546 0.0016404006201606676 -0.0020449478280810595 0.0029437064659249878 -0.00013754776884076548 -0.0016704254959781109 0.0026333523631559288 -0.0036088227944539612 0.0023352810932782088 -0.0019121974186376929 -0.0024205542105589718 -0.001717910227746667 0.00047317500478687288 -0.00085792895439593402 0.0020045355463728844 5.06676085273394e-05 0.003751039182337637 0.0014101134372424616 0.0013892659748085288 -0.0014808391179974697
leaf_weight=0.0016083613777659869 0.0011045536391725 0.0011264710072147457 0.0010160048658409693 0.0018098221991719159 0.0014510949423716113 0.0010308349522816229 0.0011157261872165574 0.0010166696978681786 0.0011627063225567724 0.0013917355164743146 0.0015039482765217826 0.0010420684045051587 0.0015149379242140864 0.0012591922997451377 0.0010969542234882113 0.0012778176828760479 0.001761567326616034 0.0010894478085652359 0.0010009382611548849
leaf_count=154 39 55 66 889 38 66 684 104 92 69 46 42 140 61 51 33 76 86 330
internal_value=0 -0.000101524 -7.75196e-07 -0.000334727 0.00067304 0.000317878 -0.00146636 6.09457e-05 -0.000118893 0.000295742 6.75466e-05 0.000421673 -0.000514751 0.000441359 0.00156338 0.00227866 0.000365773 -0.000358354 -0.00260253
internal_weight=0 0.0242763 0.0226679 0.0151563 0.00751166 0.00649565 0.00392649 0.0112298 0.00546482 0.0101033 0.00908665 0.00758271 0.00416587 0.00277413 0.00341684 0.00231989 0.00430211 0.00254054 0.00211666
internal_count=3121 3082 2928 2504 424 358 1903 601 292 546 442 396 270 201 126 75 200 124 1014
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=39 45 14 42 31 376 4 151 1348 1374 43 4 3 150 160 158 403 11 52 475 1213 43 0 0 13 15 16 13 51 16
split_gain=0.00209756 0.00196875 0.0019769 0.00183953 0.00150276 0.00151458 0.00128978 0.00139482 0.00151907 0.00143562 0.0013434 0.00122957 0.0013525 0.00137094 0.00198317 0.00149026 0.0012477 0.00119668 0.000975753 0.00108314 0.00160032 0.00120598 0.00160866 0.00146642 0.00239437 0.00119673 0.00140268 0.00113168 0.00129937 0.000900781
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -0.49405499999999997 -0.40381499999999992 0.090205000000000021 0.093235000000000012 -0.52440999999999993 0.27287000000000006 -0.52915999999999996 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 -0.092474999999999988 0.080455000000000013 -0.43320999999999993 -0.083589999999999984 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 -0.10474999999999998 -0.084034999999999985 -0.095869999999999983 0.22339500000000004 -0.49353499999999995 0.081440000000000026 -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 -1 3 -3 -5 6 10 -8 9 11 -6 12 -9 -14 -15 16 -16 18 -18 -20 -21 22 23 -22 -25 -23 27 -27 29 -29
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 -12 -13 13 14 15 -17 17 -19 19 20 21 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0012692019079921218 0.0012690522520544074 -0.0012686792981051443 -0.0010821901274927039 0.0012686646106481723 0.00034528526931091436 0.00090517110169301021 -0.0011251563270772769 0.0012686796329766927 0.0012595800388622938 -0.0011828074261317819 -0.0012506644195613874 0.00041214561782352866 0.0011056244401412795 -0.0011324671095963139 -0.001268389229305875 -0.001165346992779055 -0.0010274030169135117 -0.0012684495985876975 0.001040423973818292 -0.0012684629119430789 0.00082115881946352492 -0.00061493614051683651 0.0011374396308718832 0.00073077691237207875 -0.0012112189976252858 0.0012687617749028554 -0.00095663523033973432 -0.00059916639363296969 0.00052592998058946907 0.00026454332924794591
leaf_weight=0.0017608775551707359 0.0019688378685884791 0.0019245137433472328 0.0030826138179094178 0.0014439716307101938 0.0012131585390307009 0.0026315115429014204 0.001820075214183702 0.0011661854396152116 0.0015059784676623158 0.0016891130853196037 0.0028220922308719301 0.0098249260303973074 0.0014366006510044818 0.0030969562134783848 0.001264418163774649 0.0019444219676447707 0.0013045180429038785 0.001140075959767727 0.0018281675870781547 0.0014437277641139437 0.0026916865553374691 0.0050215758496960873 0.0036077266354652693 0.0017861321079131187 0.0023849934694304409 0.0014693140183226179 0.0018567194388907629 0.004678564520169441 0.0064064695017513875 0.0033212698569755937
leaf_count=9 23 17 100 83 7 49 61 8 30 35 136 243 10 347 319 153 172 35 90 339 33 104 25 88 149 7 27 231 95 96
internal_value=0 -5.65752e-05 -8.73707e-05 -4.5203e-05 -1.19461e-05 -3.86079e-05 -7.58289e-05 -3.10908e-05 1.62316e-06 -3.02896e-05 -0.000770858 3.4642e-06 -8.04502e-05 -0.000114153 -0.000152881 -8.09057e-05 -2.84597e-05 1.1801e-05 5.04134e-05 8.89386e-05 3.87637e-05 9.55676e-05 0.000451781 9.13353e-05 -0.00037963 -6.8349e-05 8.64377e-05 0.000208429 0.000100285 -0.000240582
internal_weight=0 0.0775684 0.0758075 0.0727249 0.0708004 0.0693564 0.0667249 0.0626896 0.0608695 0.0593636 0.00403525 0.0576744 0.0478495 0.0466833 0.0452467 0.0421498 0.0402054 0.0389409 0.0378009 0.0364963 0.0346682 0.0332245 0.0104705 0.00686281 0.00417113 0.0227539 0.0177323 0.0158756 0.0144063 0.00799983
internal_count=3121 3098 3089 2989 2972 2889 2840 2697 2636 2606 143 2571 2328 2320 2310 1963 1810 1491 1456 1284 1194 855 295 270 237 560 456 429 422 327
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 156 1348 15 51 158 1374 1456 15 0 49 47 0 133 474 43 2 48 16 16 52 51 42 42 16
split_gain=0.00254782 0.00246928 0.00205912 0.00272997 0.00185221 0.00171558 0.00152578 0.00121726 0.00117194 0.00138752 0.00125779 0.0012287 0.00125078 0.0012496 0.00197275 0.00163975 0.00208567 0.00151363 0.0013526 0.00107369 0.00116273 0.00140633 0.000972919 0.00138818 0.000980007 0.000932156 0.000913872 0.000910201 0.000982561 0.00232572
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.090205000000000021 -0.24436499999999997 0.11144500000000002 0.085900000000000018 0.093235000000000012 -1.0000000180025095e-35 -0.095869999999999983 -0.10474999999999998 -0.072814999999999977 0.10783500000000001 -0.08824499999999999 0.098785000000000012 0.088435000000000014 -0.074359999999999996 0.092365000000000017 0.10327000000000001 0.22339500000000004 0.066275000000000014 0.092650000000000024 -0.076794999999999988 -1.0000000180025095e-35 0.091735000000000025 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 -2 4 -4 6 -6 8 9 26 11 12 -10 15 -15 -14 -17 -16 19 20 27 -22 23 24 25 -23 -8 -19 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12 -13 13 14 17 16 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013466717259966472 0.0013467816964014929 0.0013468764820351471 -0.001346408662529769 -0.0012686328049092881 -0.0013460695832140724 0.0010328127883830916 -6.8843077337342237e-05 0.00096688898124102295 -0.0013460711764393329 -0.00049865032119790975 -0.0010031906541478385 -0.0013403704025077479 0.0010606702710791191 0.00046939891946043568 -0.0011767801835630188 -0.001084379778132137 0.0001378164614407912 -0.00037069144348204713 -0.00093709948035194815 -0.0012916122010950828 -0.00087633219454033237 0.0003397958973000569 0.00087689458458255405 -0.0013462418117035544 0.00090484431147188195 -0.0013465764010221475 0.0012596718846666132 0.00093815593110897321 -0.0012926219264816226 0.0011870839957394508
leaf_weight=0.0023960142975205647 0.0017453128130000542 0.0021968430109495776 0.0020242388515327994 0.0036465049557676812 0.0016852031055449848 0.0025984702579506793 0.0013266653741226264 0.0020692679380545078 0.001347141324849587 0.0019050405543339366 0.0029053892410839657 0.0014018394266344094 0.0012102537801581556 0.014871834400267393 0.0023222065715060468 0.0062991960799614333 0.0042265389181252999 0.0020215594749082308 0.0027434767698837339 0.0010158635369315041 0.0035583224471231996 0.0014214129898206807 0.0023117794206655162 0.0013587242766135432 0.0020072436645079961 0.0010198209062366459 0.0032018326211229456 0.0059685542064862283 0.001351295152140608 0.0013900052493340809
leaf_count=86 9 21 17 99 159 49 16 35 141 15 220 33 20 180 195 207 55 103 315 73 451 44 26 85 14 55 142 195 51 10
internal_value=0 -6.11097e-05 -9.93177e-05 -0.000131181 -7.62904e-05 -4.1329e-05 -8.06736e-05 -4.98825e-05 -8.11981e-05 0.000465059 -0.000139045 -9.56435e-05 -6.47302e-05 -3.34016e-05 7.20489e-05 -0.00042302 -0.000593615 -0.000135367 -4.29495e-05 6.1773e-05 0.000123127 -0.000170783 0.000138439 -0.000155532 0.000208154 -0.000364683 0.000870471 0.000442942 0.000631787 -3.52609e-05
internal_weight=0 0.0831518 0.080955 0.0792097 0.0755632 0.0735389 0.0709405 0.0692553 0.067186 0.00643354 0.0607525 0.0578471 0.0564452 0.0550981 0.0433621 0.011736 0.0105257 0.0284903 0.0261681 0.0234246 0.0224087 0.0116773 0.00811898 0.0058072 0.00444848 0.00244123 0.0045285 0.0107314 0.00870985 0.0027413
internal_count=3121 3035 3014 3005 2906 2889 2840 2681 2646 173 2473 2253 2220 2079 1797 282 262 1617 1422 1107 1034 675 224 198 113 99 158 359 256 61
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=22
num_cat=0
split_feature=1213 1374 457 484 11 160 52 133 132 448 13 4 47 49 1 3 47 1 3 13 1
split_gain=0.00018751 0.000188414 0.000404089 0.000412126 0.000256984 0.00027884 0.000356678 0.000274514 0.000344786 0.000399148 0.000348332 0.00041554 0.000186012 0.000176433 0.000237742 0.000263534 0.000258742 0.000161913 0.000152915 0.00011262 6.18455e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.088215000000000002 -0.22361499999999998 0.10744000000000002 0.099660000000000012 0.079970000000000013 -1.0000000180025095e-35 -0.084034999999999985 -0.35136499999999998 0.083875000000000019 -0.080089999999999981 0.095285000000000022 -0.010424999999999999 0.092530000000000015 0.077845000000000011 -0.012939999999999998 -0.083499999999999977 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
left_child=-1 -2 3 -3 5 -5 7 8 9 -7 12 -12 17 -13 15 -15 18 -11 -16 -8 -18
right_child=1 2 -4 4 -6 6 19 -9 -10 10 11 13 -14 14 16 -17 20 -19 -20 -21 -22
leaf_value=-0.0016715500291739501 -0.0015194194867458684 -0.0020907153765572367 0.0021235845035407395 -0.0014448821740142975 -0.0017043823955128247 -0.0019445388042833903 0.00089609143380900631 -0.0016324553805099704 0.0024097745586100236 0.0011317740687562163 -0.0021580593863666352 0.0014121783148986142 5.4992644912591373e-05 -0.0024781869138534411 0.00038118924766552837 0.00024025849759496187 -0.0011410208822474062 0.0031368112512064556 0.0024716166289718679 0.0026863995687704026 0.0002121735028556994
leaf_weight=0.0010022735726096235 0.0011138001800752298 0.0013531412794155475 0.0014240628247863532 0.0014069890713757074 0.0011026067904289496 0.0012692636115190234 0.0010006554958259528 0.001202147880599024 0.0010834599468783077 0.0015097923019418086 0.0012395912687921352 0.0016059313888519026 0.0011510730147339387 0.0010456478895699527 0.0010200781851814611 0.0011110957391089601 0.0010363719763404333 0.0010190131072045361 0.0010971010053397734 0.0011302958913974584 0.0010048724734588177
leaf_count=491 55 464 102 293 100 66 37 256 101 114 86 86 48 388 74 43 41 129 55 77 15
internal_value=0 4.30055e-05 0.000116084 -1.16034e-05 0.000122136 0.000223169 0.000349849 0.00015543 0.000296893 0.00013465 0.000340174 -6.55485e-05 0.00135018 0.000261913 -3.05961e-05 -0.00107772 0.000512488 0.00193973 0.00146443 0.0018457 -0.000474865
internal_weight=0 0.024927 0.0238132 0.0223891 0.021036 0.0199334 0.0185264 0.0163954 0.0151933 0.0141098 0.0128406 0.00916069 0.00367988 0.0079211 0.00631517 0.00215674 0.00415842 0.00252881 0.00211718 0.00213095 0.00204124
internal_count=3121 2630 2575 2473 2009 1909 1616 1502 1246 1145 1079 788 291 702 616 431 185 243 129 114 56
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 151 1348 1456 49 133 13 13 0 43 403 157 4 3 12 4 49 1 3 15 1 2 16 0 0 2
split_gain=0.00281808 0.00179892 0.002007 0.0017661 0.00204199 0.00148497 0.00179452 0.00156359 0.00164972 0.00163613 0.00143861 0.00253329 0.00142823 0.00231818 0.0013369 0.0011358 0.00177206 0.00118668 0.00112305 0.00138726 0.00104946 0.000982639 0.00149089 0.000980103 0.00096486 0.000946665 0.00103938 0.00105227 0.00131538 0.00147339
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.10969000000000002 -0.25159999999999993 -0.53104499999999988 -0.10664 -0.23091999999999999 -0.053764999999999993 -0.088999999999999982 -0.056799999999999996 -0.031404999999999995 -0.097174999999999984 0.09334000000000002 0.09173000000000002 -0.076109999999999997 0.086560000000000012 0.0051600000000000005 -0.03241999999999999 0.10781 0.11928500000000002 -0.43320999999999993 -0.11437499999999999 -0.060129999999999996 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 -2 -4 5 -5 7 -7 9 -9 -11 24 -13 14 -14 16 -15 20 25 -20 -17 22 -19 -22 -12 26 -16 -28 29 -29
right_child=1 -3 3 4 -6 6 -8 8 -10 10 11 12 13 15 18 17 -18 21 19 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011724036808863541 -0.0011722107880358537 0.0011722079080072993 0.0011725273754187768 -0.0010239756532563625 -0.0010203084302150916 -0.0008388813380806186 0.0011637336138965249 -0.0010534241440624406 0.00065848388929905276 -0.00084222744850606624 0.00032591852828453663 0.00045771302454157672 -0.0010791589728891815 -0.0010331739705128054 -0.00091514463939637157 0.00077530498300040676 0.00078797257411575099 -0.0011717827394202064 -0.0010912780708176089 0.00015914307184294071 0.00042490993152882289 -0.00092988815652816166 0.00033667897361496283 -0.00072111157727715346 0.0011186450890354211 0.0011389405714730251 0.0011720438673629894 0.00026745231349825947 0.00055592413046589727 -0.0010485157814247221
leaf_weight=0.0026525103620826931 0.0022353480742083312 0.0016137458487150971 0.0015986356393113956 0.0020311525600220639 0.0029972344446065327 0.0031911029803399762 0.0017507836258801026 0.0021525520227037012 0.0048607937690690042 0.0027649779953833322 0.009006062628145628 0.0057489297026904604 0.0012263840980288867 0.0010786088711256525 0.0010003054391631841 0.001422284856744227 0.0022931401055998881 0.0014374180355592155 0.0018871832838520666 0.0034360096554095776 0.0014769907879781385 0.0095155645578550718 0.0024040313861064533 0.0033447332051679156 0.0027521684075537687 0.0017989055857654543 0.0017389078685567929 0.002894328168693506 0.0060287566334551483 0.0019585010613916154
leaf_count=86 18 21 9 62 98 267 32 162 153 24 57 43 133 46 41 16 37 543 161 19 27 271 24 75 104 57 42 138 56 299
internal_value=0 -5.3475e-05 -7.64659e-05 -4.72358e-05 -7.09586e-05 -3.50318e-05 -9.00208e-06 -3.62262e-05 -7.63897e-07 -4.83314e-05 -1.51559e-05 2.14632e-05 -9.21975e-05 -0.000162541 0.000109586 -0.000422781 0.000205395 -0.00053084 0.000179868 -0.000284157 -0.000109166 -0.00072796 -0.000227767 -0.000370062 0.000511467 0.000340059 0.00023455 0.000325675 0.000190423 -0.000263645
internal_weight=0 0.0876455 0.0860318 0.0837964 0.0821978 0.0792006 0.0771694 0.0754186 0.0722275 0.0673667 0.0652142 0.0624492 0.050691 0.0449421 0.0219693 0.0229728 0.00337175 0.019601 0.0207429 0.00532319 0.00624401 0.013357 0.00384145 0.00482172 0.0117582 0.0154197 0.0136208 0.0126205 0.0108816 0.00485283
internal_count=3121 3035 3014 2996 2987 2889 2827 2795 2528 2375 2213 2189 2028 1985 946 1039 83 956 813 180 118 838 567 102 161 633 576 535 493 437
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=21
num_cat=0
split_feature=4 11 49 52 15 52 42 43 15 151 14 12 47 42 1 52 16 2 2 13
split_gain=0.00018501 0.000310311 0.000260362 0.000277441 0.00045369 0.000270231 0.000244528 0.000268798 0.000192292 0.000159137 0.000214084 0.000185906 0.000157719 0.000304685 0.000195048 0.000347132 0.000473617 0.000207065 0.000353752 0.000117828
threshold=0.27287000000000006 0.079915000000000014 0.13984500000000002 0.11434500000000002 -0.03241999999999999 0.10160000000000001 -1.0000000180025095e-35 -0.083684999999999996 0.040760000000000005 -0.08317999999999999 -0.46596499999999991 0.089795000000000014 0.10783500000000001 0.082250000000000004 0.11282000000000002 -0.088204999999999992 -0.0092699999999999987 0.10097500000000002 0.089885000000000007 0.24813000000000004
decision_type=2 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 19 8 -8 -2 -11 -12 13 14 15 -9 17 18 -17 -1
right_child=9 -3 -4 4 -6 -7 7 12 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0019619030391788534 -0.00062569806429677694 -0.0021799890969194666 0.0017980601544916723 0.0003746727102422675 -0.0031213161921686706 0.0018615963888598611 0.00033159259754748861 -0.0017560601237647689 0.0024924363559913577 -0.00037495305984140237 0.0026553652152672496 0.00059331758808254035 0.0010897808742480692 -0.0020355437170573145 -0.001630650791158142 -0.00091032579489842694 0.0023337612262927633 -0.001370613667877163 0.0016037314598906956 -0.0003404018617224962
leaf_weight=0.0013737817021004508 0.0010717882384199129 0.0010614113742093414 0.0010320480309538018 0.001030941645180139 0.0011294146044649169 0.0010578496819766406 0.0014624232666995375 0.0011690975312390606 0.0010115183248871062 0.0010804644926096785 0.0013019400759057822 0.0012388412451436182 0.0012640166874540162 0.0013294174357092467 0.0010215920927159061 0.0015444114618077265 0.0015457260533224895 0.0013319581597670549 0.0017150376284575941 0.0012361407525061097
leaf_count=629 47 148 82 167 228 102 257 96 50 52 200 53 64 669 53 51 64 18 30 61
internal_value=0 -0.000171648 -6.64077e-05 -0.000166506 -0.001453 -3.622e-06 -0.000126903 8.09932e-05 0.00121509 0.000664051 0.00104578 0.00164995 -0.00017591 -0.000341573 -7.11552e-05 0.000146901 0.000509407 -0.000104774 0.000412506 -0.00119391
internal_weight=0 0.0213168 0.0202554 0.0192233 0.00216036 0.017063 0.0160051 0.0133952 0.00247394 0.00469303 0.00362125 0.00254078 0.0109213 0.00965724 0.00832782 0.00730623 0.00613713 0.00459141 0.00325945 0.00260992
internal_count=3121 2769 2621 2539 395 2144 2042 1352 307 352 305 253 1045 981 312 259 163 99 81 690
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=31 39 421 14 42 376 156 1374 150 2 52 157 52 48 3 4 0 1 133 49 4 43 2 2 13 12 48 160 151 3
split_gain=0.00168991 0.00152663 0.00155184 0.00147641 0.00144531 0.00137461 0.000984148 0.000939356 0.00100791 0.00109729 0.00120608 0.00102229 0.000943189 0.0013517 0.00119453 0.000941573 0.000895117 0.00119679 0.001485 0.000895293 0.000899406 0.00121353 0.00102387 0.000995001 0.000903903 0.000776713 0.00074523 0.000657424 0.00121278 0.000924812
threshold=-1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 0.076175000000000007 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.097240000000000007 0.081835000000000019 0.098035000000000011 -0.088204999999999992 -0.074309999999999987 -0.078224999999999975 -0.064549999999999982 0.090900000000000009 -0.040589999999999994 -0.060129999999999996 0.10089500000000001 0.083950000000000011 0.082865000000000008 -0.49405499999999997 -0.074359999999999996 0.10097500000000002 0.11585500000000001 -0.071554999999999994 0.092655000000000015 0.12879500000000002 -0.076689999999999994 -0.059889999999999992 -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 2 -2 4 -4 6 -6 8 11 10 -10 15 -12 -14 -15 -8 17 18 -13 20 -18 25 24 -24 -23 -22 -11 -19 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 26 12 16 13 14 -16 -17 19 27 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014573300347862674 0.0014576924586920316 0.0014575236566179935 -0.0014572639863627993 -0.0012146078252960651 -0.001456975811672166 0.0010768217745652164 -0.00029229624409518959 -0.0014461975260210288 -0.0012537860434104638 0.0012632950661697708 0.0012247760913730488 -0.0011314316466464465 0.0013102111563893263 -0.0011343255780826976 0.00051904975241628243 0.0010375925354969577 -0.00086903798256086494 -0.00083178821999565806 0.00018953581049598758 0.0008769782146172318 0.0014572278668701275 0.0013096358913958542 -0.0014573349504037067 0.00015226270746762592 -0.00034918307293566969 0.0001020803754550744 -4.2761468478621672e-05 -0.0010629747894546711 -0.00066719155419105874 0.0004557002071233145
leaf_weight=0.0016191011013617631 0.001361399850225097 0.0013975469418312505 0.001552768852548069 0.0024873458590519695 0.0010771751134015508 0.0022763275031039134 0.0018794689262051634 0.0010062298790316495 0.0013365124932676062 0.003340644872068311 0.0016328552608797517 0.006996394357629214 0.0011869334867924417 0.002300863513211124 0.0015538598308921792 0.0028337267131330881 0.0025109103379890039 0.002280174788442225 0.0024349926454920734 0.0024280274814962874 0.0018037429042010462 0.0012249183080825787 0.002054786232463357 0.0013511999371687011 0.001618493598357423 0.0017872215519219026 0.0012836066525778733 0.0018310353926267462 0.001948669932744453 0.0077415012311803349
leaf_count=86 20 21 17 98 159 47 58 25 27 126 33 985 12 114 11 165 68 58 547 62 27 13 32 54 32 26 5 35 24 134
internal_value=0 -4.90845e-05 -8.1417e-05 -0.00011428 -6.96126e-05 -3.35327e-05 -7.75326e-05 -5.11713e-05 -2.58154e-05 0.000335667 9.47658e-06 -0.000132718 0.000262434 -4.92426e-05 -0.000467841 0.000507276 -0.000212072 -0.000390385 -0.000790385 6.82324e-05 -9.07518e-05 0.000107839 -0.000279983 -0.000818786 0.000365422 0.000782772 0.000900758 -0.000117039 2.44179e-05 0.000229889
internal_weight=0 0.0665193 0.0651218 0.0637604 0.061273 0.0597203 0.0574439 0.0563668 0.0553605 0.0126353 0.00801102 0.0427253 0.00667451 0.00504166 0.00385472 0.0047132 0.0380121 0.0232328 0.00943139 0.0147793 0.0123513 0.00984036 0.0062494 0.00340599 0.00284341 0.00359096 0.00462425 0.0138014 0.0115212 0.00969017
internal_count=3121 3035 3014 2994 2896 2879 2832 2673 2648 328 197 2320 170 137 125 223 2097 1783 1532 314 252 184 131 86 45 53 131 251 193 158
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=39 31 45 14 42 376 1373 150 3 13 2 1455 457 16 157 1 42 42 43 2 2 3 4 3 0 4 474 49 151 48
split_gain=0.00130125 0.00127727 0.00113506 0.001454 0.00114527 0.00126023 0.000941218 0.00112484 0.00118217 0.00129688 0.0010445 0.000879895 0.00075539 0.0013401 0.000743952 0.000856513 0.00116039 0.00105599 0.00158532 0.00136878 0.00142006 0.000986588 0.000819867 0.00162491 0.000665264 0.000602675 0.000595428 0.000568151 0.00047235 0.000464791
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 0.099250000000000019 0.081835000000000019 0.090900000000000009 0.066795000000000007 0.10222000000000002 1.0000000180025095e-35 0.08426500000000002 -0.089669999999999986 -0.074224999999999985 0.11353000000000001 -1.0000000180025095e-35 0.091465000000000005 -0.074974999999999986 0.097845000000000015 0.10097500000000002 0.12178000000000001 -0.043364999999999994 -0.077774999999999983 -0.036484999999999997 -0.080924999999999983 0.084855000000000014 0.10084500000000002 0.055020000000000006 0.12933000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 11 9 10 12 14 13 -9 26 16 -16 18 22 25 -21 27 -18 -24 29 -20 -6 -22 -10 -17
right_child=-2 2 3 -5 5 -7 -8 8 28 -11 -12 -13 -14 -15 15 24 17 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012437104739054302 0.0012439316870722359 0.0012439509645868019 -0.0012436550323703752 -0.001121569786886124 -0.00033336296252787378 0.00095979850872197241 -0.0012436784582800073 0.00070665400323876324 0.001192124537845904 0.001109671838721858 0.00071736170946514171 -0.0012435345836347151 -0.0011499397912418362 -0.0011646651683022986 -0.0010117270066034121 0.0002017236263187579 0.0010057790886520445 -0.00084730307236493077 -0.00024613247373481785 0.0011045260890927579 -0.00016572814144395851 -0.00091951119717844526 -0.00085687147481540546 0.0010683200522283137 0.0010867433989696651 -0.0011094872604022531 0.00069950361624566558 0.0009553260351902711 0.00029858508259586567 -0.00054342978695528946
leaf_weight=0.0011910711628875239 0.0012665188055649415 0.0010170132300117976 0.0011990074447112411 0.0020033728058734815 0.0012206052813485959 0.0019746405073988163 0.0010059282420371565 0.0013850482172870215 0.002511009649978746 0.0013457113668522425 0.0013171211844422714 0.0010665342728741747 0.0018404611054165798 0.0010329693723125644 0.0029667691428336687 0.0060559830273270165 0.0025915754506513622 0.0031152819382658228 0.0020113532332439628 0.0015505870774461528 0.0022952279873749148 0.0020691494844413683 0.0014727781680434759 0.001255858998902677 0.0010748705888801169 0.0033031982177096492 0.002945242034350315 0.0010050476507785788 0.0014388817083954564 0.0016460306337648944
leaf_count=84 23 9 17 99 85 49 20 23 60 25 55 208 56 102 679 150 58 413 139 16 84 19 188 34 52 173 139 11 24 27
internal_value=0 -3.03939e-05 -5.76305e-05 -8.18301e-05 -4.23024e-05 -1.43317e-05 -5.31732e-05 -2.849e-05 0.000323836 1.4075e-05 -0.000250355 -0.000130232 -0.000549664 -9.27676e-05 -9.77723e-05 -0.000161344 -0.000284514 -0.000180137 -6.17418e-05 -0.000308151 5.63326e-05 -0.000246366 0.00050491 2.92006e-05 0.000170361 -0.000782741 0.000396871 0.000175671 0.000866623 4.24737e-05
internal_weight=0 0.0569083 0.0557173 0.0547002 0.0526969 0.0514979 0.0495232 0.0485173 0.0108712 0.00692131 0.0055756 0.0376461 0.00425848 0.00241802 0.0365796 0.0324137 0.0236368 0.0206701 0.0175548 0.0122346 0.00692001 0.00536943 0.00532021 0.00272864 0.00877688 0.00531455 0.00416585 0.00330028 0.00394989 0.00770201
internal_count=3121 3098 3014 3005 2906 2889 2840 2820 345 261 236 2475 181 125 2267 2043 1814 1135 722 442 130 114 280 222 229 312 224 95 84 177
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=20
num_cat=0
split_feature=51 1 14 376 147 48 40 2 52 457 0 0 13 52 0 52 52 2 16
split_gain=0.000209523 0.000351027 0.000403194 0.000373662 0.000339639 0.000327141 0.000387629 0.000319127 0.000316912 0.000334044 0.00043005 0.000529206 0.000231078 0.000227635 0.000208883 0.000300024 0.000254901 0.000176908 0.000107442
threshold=-0.40274499999999996 0.13686500000000004 0.062655000000000016 0.048375000000000008 0.089025000000000007 0.12879500000000002 -0.067184999999999981 0.113445 0.11434500000000002 -0.0029299999999999994 -0.10607499999999999 -0.084044999999999995 -0.084034999999999985 -0.066844999999999988 -0.11756999999999999 -0.078224999999999975 -0.066844999999999988 0.13404500000000005 0.13751500000000003
decision_type=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 -2 8 9 -8 14 -12 -13 -14 15 -11 -17 -9 -3
right_child=1 18 -4 -5 -6 -7 7 17 -10 10 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0016563464663602887 -0.0021716144612132912 0.0022959418339079307 -0.0023351950961563069 0.0017703362356647719 0.0015961286946677951 -0.0020828262828182396 -0.0019519911168711429 0.0019555572197543134 -0.0018261057372493065 0.0023024921565835332 -0.0023858729981312493 0.0011546323242183603 0.0005896899085237995 -0.0013046182209194661 0.002439321696141486 -0.0014654308450565568 0.00079938299080432114 1.4866638991510019e-06 0.00064899251281487014
leaf_weight=0.0010069036077364748 0.0011499613145389267 0.0010618848809231798 0.0010195679769893209 0.001524092422173772 0.0014569954205327909 0.0012082194885940636 0.0010849391457905542 0.0016083077796000813 0.0014288282263092986 0.0010275678421862722 0.001456954444069564 0.0018409601790239042 0.0015456219029621413 0.0018931048160112582 0.0010484608203427063 0.0010290387499480858 0.0018924224380931776 0.0010128074884772076 0.0010634040046113569
leaf_count=114 96 137 95 133 105 48 164 161 345 30 622 107 253 520 26 13 67 61 24
internal_value=0 4.71866e-05 -8.3169e-05 2.02201e-05 -0.000108735 -0.000237926 -0.000114221 2.60317e-05 -0.000190029 -7.67012e-06 0.000172102 -0.00043179 0.000107448 -0.000453174 0.000986152 0.000600338 1.63794e-06 0.0012005 0.00147188
internal_weight=0 0.0253531 0.0232279 0.0222083 0.0206842 0.0192272 0.018019 0.016869 0.0142479 0.0128191 0.0117341 0.00673664 0.00527969 0.00343873 0.00499749 0.00394903 0.00292146 0.00262112 0.00212529
internal_count=3121 3007 2846 2751 2618 2513 2465 2369 2147 1802 1638 1502 880 773 136 110 80 222 161
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 1373 150 3 447 150 1455 52 15 43 43 1 42 16 16 1 15 50 42 1 4 3 16 1373 52
split_gain=0.00150948 0.00149073 0.00132887 0.00147397 0.00119721 0.00111618 0.00101459 0.00116698 0.00119835 0.00134483 0.00100962 0.00086446 0.000817343 0.000768455 0.000922309 0.00113063 0.001003 0.00094636 0.000939852 0.00160518 0.000980958 0.00090957 0.000858179 0.000826693 0.000877525 0.000774191 0.00151909 0.000645223 0.000635416 0.000595549
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 0.099250000000000019 0.081835000000000019 0.090900000000000009 0.089395000000000016 0.10545000000000002 1.0000000180025095e-35 -0.088204999999999992 -0.24436499999999997 -0.074359999999999996 -0.00045499999999999995 0.13075500000000004 0.091465000000000005 0.22339500000000004 -0.032969999999999992 0.13707500000000003 0.094810000000000019 0.11843500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043364999999999994 -0.077774999999999983 -0.080789999999999987 -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=-1 2 -2 4 -4 6 7 11 9 10 12 13 -9 22 16 -16 17 23 19 20 21 -17 -6 24 -15 -25 -27 -14 -10 -21
right_child=1 -3 3 -5 5 -7 -8 8 28 -11 -12 -13 27 14 15 18 -18 -19 -20 29 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0012194906445751467 0.0012196069281134004 0.0012195570587239853 -0.0012193093302687863 -0.0010856951196647855 0.00063593686755888837 0.00088215127563676435 -0.001219333478542901 -0.00081287250632455896 -2.020867323468708e-06 0.0011361644358176787 -0.0010296711629123958 -0.0012191573443850726 0.00095408692802538249 -0.0012191715671863873 -0.0011807312366547264 -0.00069760984628109281 0.0010694774788954054 -0.00065776804766752529 -0.00089543925271421798 0.00010499160967073581 0.0007331100703215005 0.00028959589604894757 -0.00063892883331980648 0.00080099279702526192 0.00019359099037999472 -0.00077360771157133055 0.0010481799076026055 -0.00021875106945267383 0.001094271809083296 0.00097973849052309953
leaf_weight=0.0014222191552626376 0.0011440244079494724 0.0013400359438122669 0.0013093299577775488 0.0021999670293766363 0.0035415534857783362 0.0018841401687197381 0.0011227732358349831 0.001091504440182689 0.0010506425389849028 0.0012473535104220446 0.0017568394756466432 0.0010867371892233626 0.0015586359813113404 0.0011458572210489865 0.0021454730367933541 0.0076676339901631183 0.0013441134888125825 0.0028181472440742547 0.002785698889748999 0.0028733305728643284 0.0010323464464647705 0.0016932805028329057 0.0010080442543767276 0.0033030405049458995 0.0015202864504288982 0.0017492620722858749 0.0011129937092491052 0.0012610985354548632 0.0031157338949583391 0.0019359839870851658
leaf_count=86 9 21 17 99 146 49 20 37 12 24 86 208 38 190 635 345 6 112 149 80 20 110 14 66 56 265 39 76 72 34
internal_value=0 -5.14985e-05 -8.11174e-05 -0.000107519 -6.77874e-05 -3.92604e-05 -7.33221e-05 -4.75082e-05 0.000301352 -9.80628e-06 -0.000261996 -0.00014724 8.28263e-05 -0.000116323 -0.000180842 -0.00034425 7.23594e-05 -4.26868e-05 -0.000244482 -0.000125202 -0.000394662 -0.000519036 0.000353468 0.000153588 -0.000413587 0.000398859 -6.52021e-05 0.000429547 0.000817818 0.00045712
internal_weight=0 0.0588459 0.0575058 0.0563618 0.0541618 0.0528525 0.0509684 0.0498456 0.0110818 0.00691543 0.00566808 0.0387638 0.00391124 0.037677 0.0331274 0.0201337 0.0129937 0.0116496 0.0179883 0.0152026 0.0103933 0.00936091 0.0045496 0.00883144 0.00266614 0.0061653 0.00286226 0.00281973 0.00416638 0.00480931
internal_count=3121 3035 3014 3005 2906 2889 2840 2820 345 261 237 2475 151 2267 2107 1373 734 728 738 589 475 455 160 616 246 370 304 114 84 114
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=19
num_cat=0
split_feature=43 43 1 0 2 47 15 14 1374 43 448 457 13 43 4 47 51 4
split_gain=0.000191447 0.000211663 0.000326546 0.000703116 0.00035405 0.000278661 0.000295263 0.000329912 0.000261681 0.000221084 0.000187877 0.000223223 0.000247532 0.000380426 0.000259914 0.000201724 0.000181793 0.000173381
threshold=0.24789500000000006 0.12450000000000001 0.077565000000000009 -0.084044999999999995 0.13754500000000003 0.13206500000000002 0.024640000000000006 -0.22253999999999999 -0.094929999999999987 -0.084004999999999982 -0.070064999999999975 0.069910000000000014 -0.092094999999999982 -0.083684999999999996 0.053180000000000012 0.092530000000000015 0.084745000000000015 -0.10429499999999998
decision_type=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 17 -10 12 -12 -14 16 -16 -15 -5
right_child=-2 -3 4 9 -6 -7 -8 8 10 -11 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0029516608767893005 -0.0014193210782838309 0.0015330917296696772 -0.0011246106670112176 -0.00026738462327570965 0.0018615245118399242 -0.0015721468657723086 -0.0011494481810851989 -0.0011046637084799718 -0.0006747654921581941 -0.0009937333415157045 0.0019456474351257399 0.0021905955920475586 0.0020034413742577662 -0.0019884508047436269 0.0014361885796306173 -0.00051637569000551791 9.4613909444623217e-05 0.0015875334002033242
leaf_weight=0.0014256366554963292 0.001197625309433902 0.001182410042351644 0.0016379530497880887 0.0013565417520560175 0.0015445388444068611 0.0012415832346484015 0.0018429542145859132 0.0010597568779360253 0.0010500191545474999 0.0018846985105002182 0.0016100111927688258 0.0015128972930167359 0.0014298775632379836 0.0011734917199515077 0.0016400009629116141 0.0011679965224757893 0.0010008224595416948 0.0012467723876889983
leaf_count=733 188 60 87 34 151 31 364 27 40 494 103 89 99 225 68 64 57 207
internal_value=0 5.02588e-05 -2.33309e-05 -0.000754916 0.000218203 6.31281e-05 0.000197358 0.000384223 0.000596454 -5.71107e-05 0.000766766 0.000925509 0.000686928 0.000370882 -9.76481e-05 0.000624013 -0.00102963 0.000620968
internal_weight=0 0.025008 0.0238256 0.00591365 0.0179119 0.0163674 0.0151258 0.0132828 0.0116449 0.00448801 0.0105851 0.0095351 0.0080222 0.00641219 0.00498231 0.002808 0.00217431 0.00260331
internal_count=3121 2933 2873 1468 1405 1254 1223 859 772 735 745 705 616 513 414 132 282 241
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=19
num_cat=0
split_feature=44 1 51 160 15 40 42 1 2 15 1 12 3 0 16 47 43 133
split_gain=0.000189496 0.000214998 0.000271157 0.000263511 0.000397635 0.000277364 0.000408483 0.000241448 0.000408332 0.000371826 0.000272524 0.000207843 0.000217447 0.000498439 0.000368685 0.000183411 0.000111452 0.000158333
threshold=1.0000000180025095e-35 0.094385000000000011 0.08955500000000001 0.032695000000000009 -0.074054999999999996 0.05433000000000001 -1.0000000180025095e-35 0.12337000000000002 -1.0000000180025095e-35 -0.14712999999999996 0.13408500000000004 0.098810000000000023 0.090900000000000009 -0.071924999999999989 -0.083539999999999989 0.082095000000000015 -0.081289999999999987 0.047850000000000011
decision_type=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 -3 8 -8 -10 -9 12 13 14 -1 -11 17 -15
right_child=-2 3 -4 4 -6 -7 7 10 9 15 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=-4.665726027758616e-06 -0.0013989870219399628 -0.0016547002021056018 -0.0019048452657815156 0.0028664899301525217 -1.2146152561188895e-05 0.0017127797261743147 0.0018311890511281429 0.0024905366372120629 0.00088014633620364993 -0.00054006427234453943 0.00015022553811346428 -0.0014789805632249796 0.0011091281383047611 0.0021120176331790455 -0.0022156397966962738 -0.0022442933217238703 7.71310334847203e-06 0.000221226299088445
leaf_weight=0.0017573344211431205 0.0011265787664456175 0.0016070676586821273 0.0011220780300063024 0.0011354068580953225 0.0011508875166832419 0.0011691577855170729 0.0010144709999604399 0.0010453127330052325 0.0014009981177256518 0.0017690604098738964 0.0013685870918678233 0.0011888398195116787 0.0018598129404381325 0.0010755801403377063 0.0018377349387201924 0.0013085007723461217 0.0017549819188591434 0.0010352023940924937
leaf_count=499 60 100 227 93 52 47 39 53 65 235 135 250 55 31 925 81 132 42
internal_value=0 4.84936e-05 -0.000292192 0.000354035 0.00141743 0.00012646 -6.84805e-05 0.000253915 -0.000145875 -0.000593714 0.00116367 -0.000120012 5.33233e-05 -0.000209864 -0.00113488 -0.00126466 0.000650374 0.00118471
internal_weight=0 0.024601 0.0116316 0.0129694 0.00228629 0.0106832 0.009514 0.00790693 0.00549303 0.00447856 0.0024139 0.0105095 0.00932065 0.00746083 0.00359507 0.00307756 0.00386576 0.00211078
internal_count=3121 3061 2161 900 145 755 708 608 420 381 188 1934 1684 1629 1424 316 205 73
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=20
num_cat=0
split_feature=124 52 52 457 484 1 12 43 16 16 160 43 49 160 52 52 151 3 13
split_gain=0.000172354 0.000197404 0.000265458 0.00021587 0.000486277 0.000315996 0.000466813 0.000319085 0.000275009 0.000192974 0.000622889 0.000340002 0.000351966 0.000273763 0.000249648 0.000190123 0.000150917 0.000315137 0.000217711
threshold=0.10281000000000001 -0.24456499999999998 -0.14765999999999999 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15273500000000004 -0.014034999999999997 -0.030779999999999998 -0.074974999999999986 -0.081404999999999991 -0.081969999999999987 -0.07167999999999998 -0.066844999999999988 -0.00099499999999999979 -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
left_child=1 -1 -3 4 -4 6 7 -6 9 10 -9 -12 -13 -11 -15 -5 -14 -18 -19
right_child=-2 2 3 15 5 -7 -8 8 -10 13 11 12 16 14 -16 -17 17 18 -20
leaf_value=-0.0014462625397183837 0.0015934004831528871 0.002103429509617968 -0.0028830069864753693 -0.00015315551865507855 0.0015933465443469818 0.0022069275072376282 -0.0027230118977135238 -0.0034208195065661448 -0.00197511719475468 0.0024795637119167224 0.0016747792505101399 0.0016639009663802725 -0.0021597589387932045 -0.0013549832952549528 0.0014680769385795208 0.0023274948716804304 -0.0019260224352260821 -0.00087542489538245858 0.0017783307925742903
leaf_weight=0.0017643059189671453 0.0011246621602438714 0.0010281049673617161 0.0011481866054052761 0.0010297422563212422 0.0019417359829123583 0.0010269576159602769 0.0012024182734489122 0.001033941959458942 0.0014295529571644048 0.0011664365390533504 0.0017722367487045245 0.0011686689560974645 0.0012598334244557936 0.0011868597822584093 0.0010404206569614291 0.0011660137859452737 0.0015561781083768223 0.0010202982256135584 0.0011798594750871364
leaf_count=358 39 117 427 28 92 115 69 253 62 152 200 34 49 113 104 101 751 35 22
internal_value=0 -9.14764e-05 1.54347e-05 -8.52097e-05 -0.000228585 -5.91267e-05 -0.000196353 -3.53127e-06 -0.000227988 -2.63197e-05 -0.000348955 5.02032e-05 -0.000415312 0.000828442 -3.62584e-05 0.00116415 -0.000899727 -0.000477127 0.000547682
internal_weight=0 0.0241218 0.0223574 0.0213293 0.0191336 0.0179854 0.0169584 0.015756 0.0138143 0.0123847 0.00899102 0.00795707 0.00618484 0.00339372 0.00222728 0.00219576 0.00501617 0.00375634 0.00220016
internal_count=3121 3082 2724 2607 2478 2051 1936 1867 1775 1713 1344 1091 891 369 217 129 857 808 57
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 151 4 49 44 3 42 0 1374 159 47 47 52 50 34 148 43 0 43 4 3 42 133 16 14
split_gain=0.00206367 0.00190871 0.00189001 0.002148 0.00165514 0.00162156 0.00136392 0.00188277 0.00142962 0.00141707 0.00184169 0.00126511 0.00170781 0.00125733 0.00131844 0.00121619 0.00161162 0.00166405 0.00107143 0.00134491 0.00101523 0.00126962 0.0015424 0.0015047 0.00178254 0.00118193 0.000965225 0.000866863 0.000749935 0.00057931
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.27287000000000006 0.13984500000000002 1.0000000180025095e-35 0.30112000000000005 -1.0000000180025095e-35 -0.10607499999999999 0.093235000000000012 0.10407500000000001 0.13206500000000002 0.11312500000000002 -0.160465 0.11875500000000001 -0.112215 -0.043434999999999994 -0.083879999999999996 -0.11437499999999999 0.070450000000000013 -0.39518999999999993 0.0041950000000000008 0.086665000000000006 1.0000000180025095e-35 -0.29154999999999992 -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 -2 4 -4 6 -6 8 9 10 11 12 -8 14 15 16 17 -13 19 -9 -19 26 25 -24 -25 -23 -22 -28 -26 -21
right_child=1 -3 3 -5 5 -7 7 18 -10 -11 -12 13 -14 -15 -16 -17 -18 20 -20 29 21 22 23 24 28 -27 27 -29 -30 -31
leaf_value=0.0010204995787057439 -0.0010204148426726251 0.0010205430363123026 0.0010206656464110716 0.0008307674627267554 -0.00091561605358407192 -0.00086867189206991263 0.00026900177548500005 -0.0004410045084685516 0.0006270475250084648 -0.0009019025533039839 0.001020176105806875 -0.00086062776627265664 -0.0009178054477403789 -0.0010203291266893627 -0.00096180901195175598 -0.0010202751902786324 0.00088397372668986055 0.00076033913513520691 -0.00044111020729380813 6.7547069859959257e-05 0.00060635659560751411 0.00073683399783289931 -0.00072503979668093598 0.0010099612466420856 0.00026166489730340442 -5.7323560285899564e-05 0.00026370353463961107 -0.00076333029361295675 -0.0007547270637033608 0.00077080361435279251
leaf_weight=0.0019429229199729994 0.0021063782876638007 0.0017150466947271062 0.0014064158758628756 0.0028317170563099117 0.0019097711823832233 0.0027232271006454303 0.001761944095136414 0.0014152931876196826 0.0025530596121896556 0.0025138586371440388 0.0014391791560228731 0.0023744301791666081 0.0044428557456548381 0.0014512180342336469 0.0015992023043152051 0.0012175287406819271 0.0020998255089494924 0.0018369790674057631 0.0015465539672732129 0.0015022097209111979 0.0049569862368450401 0.0024999954094937346 0.00666463810404762 0.0013669324339389277 0.0011984329120764414 0.0088630486792453667 0.0026091997283899104 0.0012720036643969479 0.0020430595088818393 0.0064601577002463256
leaf_count=86 18 21 9 49 61 98 48 8 45 39 47 238 719 27 126 14 23 24 15 25 146 39 758 7 14 59 40 49 55 214
internal_value=0 -4.37265e-05 -6.75345e-05 -4.06148e-05 -7.50157e-05 -9.69291e-05 -6.58391e-05 -4.11335e-05 -0.000118264 -0.000154708 -0.000116913 -0.000150823 -0.000580794 -8.73833e-05 -5.40376e-05 -1.68172e-05 1.55163e-05 -3.55857e-05 0.000345529 0.000475261 2.32234e-05 -1.97979e-05 -0.000147814 -0.000415144 3.30231e-05 0.0001174 0.000308072 -7.28907e-05 -0.00037895 0.000638125
internal_weight=0 0.0783811 0.0766661 0.0745597 0.071728 0.0703216 0.0675984 0.0656886 0.0547644 0.0522113 0.0496975 0.0482583 0.0062048 0.0420535 0.0406023 0.0390031 0.0377855 0.0356857 0.0109242 0.00937766 0.0333113 0.0314743 0.0226361 0.0112731 0.00460842 0.011363 0.00883819 0.0038812 0.00324149 0.00796237
internal_count=3121 3035 3014 2996 2947 2938 2840 2779 2517 2472 2433 2386 767 1619 1592 1466 1452 1429 262 247 1191 1167 932 834 76 98 235 89 69 239
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=19
num_cat=0
split_feature=14 157 0 0 16 15 0 51 1 0 1 48 0 15 42 3 12 4
split_gain=0.000165146 0.000194406 0.000239224 0.000221592 0.000421164 0.000387038 0.000367411 0.00025618 0.000234617 0.000313629 0.000367862 0.000444737 0.000220757 0.000216236 0.000191082 0.000288765 0.000226559 0.000169897
threshold=0.076175000000000007 -0.073574999999999988 -0.11013499999999998 -0.062294999999999996 -0.056919999999999991 -0.03241999999999999 -0.10607499999999999 -0.020969999999999996 0.077565000000000009 -0.15931499999999996 0.11212500000000002 0.095425000000000024 -0.10607499999999999 -0.097454999999999986 0.075730000000000006 0.013900000000000001 0.095175000000000023 -0.35136499999999998
decision_type=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 -6 -5 -3 10 11 -10 13 -11 15 17 -17 -7
right_child=-2 3 -4 5 6 14 -8 -9 9 12 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0021884695743337413 -0.0013803665255964087 -0.0013324535561871247 -9.7733163141504044e-05 0.00030027251610193493 -0.00017571847928265808 0.0001366933160620806 -0.0026654007141224448 0.0027033177723134448 -0.00086971879917289974 0.00070370496907164171 -0.0022501193455514126 0.0021172265134913213 6.1265793423605419e-06 0.0029479444644514782 -0.0011999345918002533 -0.001727111842886406 0.00055331758811384333 0.0020387459200696366
leaf_weight=0.0012076414333250796 0.0011339795761493568 0.0014700675479008005 0.0012487620694701098 0.00106998735046826 0.0014731716499865044 0.0012030934309699148 0.0017272996790261815 0.0013406627535763604 0.0018337979983300556 0.0012840104205493752 0.0011243083937220177 0.0010523444076682154 0.0018141974606979971 0.0010442101259933168 0.0015592212275361561 0.0012397630813332228 0.0011054309943574481 0.0013221940478320739
leaf_count=39 101 782 359 79 86 78 678 141 64 65 53 30 323 51 95 55 11 31
internal_value=0 4.97759e-05 0.00102623 -6.09423e-05 -0.000368492 0.000385175 -0.0015194 0.00163671 1.42878e-05 0.000257123 -0.000472931 0.00021938 0.000963918 0.00171025 -8.40546e-05 0.00027318 -0.000652208 0.00113257
internal_weight=0 0.0241202 0.0024564 0.0216638 0.0128234 0.00884035 0.00320047 0.00241065 0.00962294 0.00815287 0.00401045 0.00288614 0.00414242 0.00232822 0.0064297 0.00487048 0.00234519 0.00252529
internal_count=3121 3020 398 2622 2132 490 764 220 1368 586 147 94 439 116 270 175 66 109
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=45 14 156 1365 15 1348 39 42 376 1373 403 43 1 44 3 0 31 9 3 13 13 1 42 43 160 16 48 133 2 3
split_gain=0.00228551 0.00248659 0.00173499 0.00173107 0.00158156 0.00158144 0.00163595 0.00215287 0.0016072 0.00154165 0.00145548 0.00133395 0.00150751 0.0024196 0.00180669 0.00140636 0.00125863 0.00135048 0.00142619 0.00117058 0.00169648 0.00109978 0.00190121 0.00215919 0.0018837 0.00186795 0.0016128 0.00157917 0.00154304 0.00191138
threshold=-0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 0.084635000000000016 -0.47006499999999996 0.089175000000000018 0.16946000000000003 -0.26584999999999998 0.048375000000000008 0.099250000000000019 0.093545000000000003 0.39192500000000002 0.14000500000000002 1.0000000180025095e-35 0.30112000000000005 -0.26609999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.52915999999999996 -0.53104499999999988 -0.50061499999999992 0.10752500000000002 -1.0000000180025095e-35 -0.20207499999999998 -0.091944999999999985 0.22339500000000004 0.12879500000000002 0.098785000000000012 0.11682500000000001 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 10 11 12 13 14 15 -9 -17 -18 -19 -20 -21 22 -22 -24 -25 27 28 -26 29 -23
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 18 19 20 21 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012693799681537438 -0.0012684200306655037 -0.0010709169623725251 0.001268464748251655 -0.0009810760296116959 -0.0012687250933322474 0.0010048138445120278 0.0012688960509255776 0.0012688947331375281 0.00064297413771098274 -0.0012686309171512514 -0.0010134473894151076 -0.0011605618373821402 0.00091866685409306835 -0.0011174121810423794 0.0012684441443092784 0.0012690005950852321 -0.0012693116607425255 0.00095680620309039968 -0.0012687415328463138 0.0011640991586845571 -0.0010140835466085822 0.00056087381485301615 0.00067591583014687466 -0.0012685020226708816 4.4147997481119102e-05 -0.001268496432105025 -0.00058328506084382651 -0.0012687627699328984 0.0010919959381728499 -0.00044229540863669175
leaf_weight=0.0021561371822826905 0.0017388470156696192 0.0037007545543872302 0.0016510379036560599 0.0027591022673298929 0.0022123922603896054 0.0025344749496412069 0.0015798457713458438 0.0013949082544968258 0.005806634009275057 0.0016297428890084112 0.0023176092733123701 0.0015451814078986095 0.0029508284455204139 0.0030212586320885739 0.0018793473214770975 0.0012016101948120186 0.0014087805539020328 0.0023459476651623698 0.0012433745869202531 0.0018692075677790845 0.0039887608133959409 0.007379588458121587 0.0050727520797408934 0.0025158933619220383 0.025104402205952808 0.0021250861894479547 0.0036161455855108207 0.0015656062331572676 0.0035526952480040555 0.005213918482155579
leaf_count=9 159 100 104 57 17 34 17 12 125 19 220 86 54 31 51 17 3 13 4 6 549 74 24 241 619 152 19 195 62 48
internal_value=0 -4.97762e-05 -1.24436e-05 9.50869e-06 3.77648e-05 1.63931e-05 -1.06772e-05 -3.29012e-05 -2.09387e-06 -4.72537e-05 -2.27738e-05 6.29117e-06 2.95707e-05 -5.64538e-06 4.13472e-05 8.21233e-06 -1.75712e-05 -4.06445e-05 -1.42558e-05 -5.0274e-05 -2.584e-05 -6.28276e-05 -0.000182831 -9.17003e-05 -0.000216063 -0.000124109 0.000182327 -3.29236e-05 0.000353796 0.000145545
internal_weight=0 0.104926 0.101225 0.0994861 0.096727 0.095076 0.0925415 0.0909617 0.0887493 0.0829426 0.0813129 0.0789953 0.0774501 0.0744993 0.071478 0.0695987 0.0682038 0.0670022 0.0655934 0.0632474 0.0620041 0.0601348 0.0403725 0.0363837 0.031311 0.0287951 0.0197623 0.02667 0.0161462 0.0125935
internal_count=3121 3112 3012 2853 2796 2692 2658 2641 2624 2499 2480 2260 2174 2120 2089 2038 2026 2009 2006 1993 1989 1983 1780 1231 1207 966 203 814 184 122
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=19
num_cat=0
split_feature=41 2 124 42 43 16 0 16 52 16 51 3 48 49 3 4 12 151
split_gain=0.000176812 0.000222561 0.000219296 0.000208808 0.000293682 0.000600367 0.000390487 0.000318469 0.000373523 0.000361932 0.00032594 0.00031354 0.000302637 0.000295968 0.000180547 0.000141904 0.000111376 5.78288e-05
threshold=0.079885000000000025 -1.0000000180025095e-35 0.11040000000000001 -0.088934999999999986 -0.074359999999999996 0.22339500000000004 -0.061629999999999997 -0.0092699999999999987 -0.0064899999999999992 -0.062804999999999986 0.095050000000000009 -0.077774999999999983 0.085845000000000019 -0.023059999999999997 -0.13309499999999996 -0.46376499999999993 0.082850000000000021 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 6 7 11 9 -9 10 12 -5 13 -6 -1 -8 -15 -14
right_child=-2 2 -4 4 5 -7 15 8 -10 -11 -12 -13 17 16 -16 -17 -18 -19
leaf_value=2.4852340272180907e-05 -0.0014108581611965182 -0.0016409045400443917 0.0018728104346534937 -0.0017444895543065179 0.0020653016246667041 -0.002823452271818459 0.00079462704842099606 -0.00026706917097986448 0.0027416979548954877 -0.002823595576624767 0.0017553282263130206 0.0011645435360119697 -0.002508214622704123 0.00026008234339847759 0.0023423229183779509 0.0028679163484027475 -0.0017501352592457528 -0.0011403681622067902
leaf_weight=0.0011810138831265249 0.0016298970838377605 0.001694935465449853 0.0010590022624574749 0.0014391112627001323 0.0011436059018592468 0.0016940928587918522 0.0010601085545332012 0.0016823361624427324 0.0014910756181643102 0.0010993747743484042 0.0014141388851829362 0.0014006481165296236 0.0011158738042666982 0.0011076726793413059 0.001416461885244579 0.001567700649877323 0.0010090178451930276 0.0012615651445497811
leaf_count=33 133 346 23 585 50 233 21 140 105 183 114 172 35 97 146 84 551 70
internal_value=0 7.92235e-05 -6.8674e-05 -0.000170553 -3.57419e-05 -0.000393261 0.000815541 -2.97204e-05 0.00114665 -0.000487699 -0.000123536 -0.000309674 -0.00059482 0.000271159 0.00128862 0.00203151 -0.00069818 -0.00178238
internal_weight=0 0.0238377 0.0212403 0.0201813 0.0184863 0.0130188 0.00546757 0.0113247 0.00317341 0.00815125 0.00705187 0.00283976 0.00563774 0.0032603 0.00259748 0.00262781 0.00211669 0.00237744
internal_count=3121 2988 2809 2786 2440 1578 862 1345 245 1100 917 757 803 698 179 105 648 105
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 151 1348 4 11 403 3 49 0 123 0 43 3 13 0 16 4 133 12 51 16 34 3 42 43
split_gain=0.00149404 0.00134555 0.00156264 0.00122135 0.00141947 0.00112677 0.00116296 0.00132418 0.0010301 0.00152807 0.00108608 0.00105971 0.00104962 0.00103193 0.00190909 0.00130738 0.00132042 0.00158778 0.000999655 0.000955667 0.0010513 0.00120725 0.000864368 0.000780121 0.00104703 0.000761165 0.000753131 0.000939832 0.000694285 0.00146075
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.27834500000000006 0.080455000000000013 -0.092474999999999988 -0.12018999999999998 0.0034800000000000005 -0.10607499999999999 0.091310000000000016 -0.08824499999999999 -0.074359999999999996 0.10732000000000001 -0.0060599999999999994 -0.14920999999999998 -0.094359999999999986 0.0061450000000000003 -0.088004999999999986 -0.040564999999999997 0.11144500000000002 0.15891500000000003 -0.021334999999999996 0.11296500000000002 0.084695000000000006 -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=-1 -2 3 4 -3 -6 -7 8 9 10 -8 12 -12 19 15 -15 18 -18 28 20 -13 -22 -21 -10 26 -20 -25 -28 -17 -30
right_child=1 2 -4 -5 5 6 7 -9 23 -11 11 13 -14 14 -16 16 17 -19 25 22 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0012940318055936885 0.0012942646216118404 -0.0012939981128970959 -0.0011245817761940567 0.0012941400139500896 -0.0012937561528441356 -0.0012414176610888485 -0.0012937296941542521 0.0012850023563200259 0.0012654279257038241 -0.0012937773620781412 0.00013470067481966271 -0.0006221934744565249 0.0012080651138617242 -0.0011972907189150101 0.0011739009613135525 0.0010361440735896718 -0.0012937953646848905 -0.00015839565975330418 -0.0012897450374474413 -0.00063342859724555489 -0.00051396052420070242 0.00071409352758883499 0.00063307444012342356 -0.00056966548787482823 -0.00093589240990926519 8.893313395957806e-05 0.0010670645392757306 -8.5504910288819366e-05 -0.0010772204277294777 0.00085436184655390812
leaf_weight=0.0014084678635164485 0.001219620116899022 0.0015302268963068846 0.0023003454220003041 0.0011292689368360689 0.0011630104484385831 0.0012529373797960366 0.0011308720974625422 0.0013491744093130356 0.0014497585134911617 0.001688521189777247 0.0055702659410599075 0.0042636832495759336 0.0020993708649257314 0.0029267528032104083 0.0013802518184320425 0.0021541636223396665 0.0033923898059251868 0.0052535266576683171 0.0011513894953090143 0.0010387890988781123 0.0022113991467449523 0.0033988062230037031 0.0068417667162918756 0.0010376516484029707 0.0011009611298504751 0.0016036647191519648 0.003194688660897782 0.0018813157639243627 0.0011216423157556221 0.0015757905893813984
leaf_count=86 9 17 99 21 159 46 345 32 115 85 54 37 19 357 23 86 725 54 85 36 29 26 143 7 8 28 86 40 185 79
internal_value=0 -5.22139e-05 -7.70233e-05 -3.93074e-05 -6.32996e-05 -3.25439e-05 -8.12553e-06 1.81466e-05 -1.15956e-05 -8.4575e-05 -4.12388e-05 -1.04364e-05 0.000428507 -9.83034e-05 -0.0002956 -0.000401353 -0.000258021 -0.000603891 0.000135103 0.000130165 -0.000137974 0.000230026 0.000466128 0.000399469 0.000225456 -0.000487243 0.000434595 0.000639889 0.000488512 5.11743e-05
internal_weight=0 0.067412 0.0661924 0.063892 0.0627628 0.0612325 0.0600695 0.0588166 0.0574674 0.048803 0.0471145 0.0459837 0.00766964 0.038314 0.0205596 0.0191793 0.0162526 0.00864592 0.00760665 0.0177544 0.00987389 0.00561021 0.00788056 0.00866438 0.00721462 0.00275505 0.00611366 0.005076 0.0048516 0.00269743
internal_count=3121 3035 3026 2927 2906 2889 2730 2684 2652 2396 2311 1966 73 1893 1622 1599 1242 779 463 271 92 55 179 256 141 113 133 126 350 264
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=21
num_cat=0
split_feature=1213 132 133 42 160 13 16 12 52 457 15 15 15 1 43 12 16 3 0 47
split_gain=0.000165964 0.000191402 0.000222355 0.00032741 0.000307187 0.00031866 0.000284325 0.000267859 0.000380384 0.000259177 0.000277566 0.000217626 0.000206103 0.000204399 0.000245658 0.000247338 0.000169616 9.64209e-05 7.62108e-05 1.91076e-05
threshold=-1.0000000180025095e-35 0.081240000000000021 -0.088669999999999985 -0.11466499999999999 -0.080719999999999986 -0.083364999999999981 -0.008904999999999998 0.10312500000000001 -0.088204999999999992 -0.0029299999999999994 -0.074054999999999996 -0.11033999999999998 -0.095869999999999983 0.10781 -0.077319999999999986 0.095330000000000012 -1.0000000180025095e-35 -0.045649999999999989 0.034820000000000011 0.091680000000000011
decision_type=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 6 13 -5 8 -7 -10 12 -9 19 14 -6 -16 17 -12 -18 -11
right_child=1 -3 3 4 5 7 -8 11 9 10 16 -13 -14 -15 15 -17 18 -19 -20 -21
leaf_value=-0.0013631934956819733 -0.0015475509784453486 0.0010728345625387473 -0.0015846041647927323 -0.0020000333818621608 0.001863867397913947 -0.0020436571604453739 0.00016000568338144636 2.4140795970403493e-05 -0.0015878717882075405 0.00056665720513333223 -0.0018011725149192227 0.0021416004461078668 0.00192525211764242 0.0020737559103930379 0.00099881535233440071 -0.0010783056323348235 0.00095194855436391153 -0.0003309462804013613 -0.00032202234136973076 -8.8843177437991779e-05
leaf_weight=0.0010000054107129888 0.0010723329745736523 0.0019055567616854665 0.001345849915448393 0.0013732905682660723 0.0011888466893004157 0.0011741320364480013 0.0014179928949145095 0.0011315462912619978 0.0010265900644599322 0.001035035050982458 0.0010135079623687614 0.0010918642614525789 0.0014150754722317381 0.001465411696804253 0.0013795681180210845 0.0012518652720103773 0.0010519883464574957 0.0010293127003038194 0.0010993515557089495 0.0010018935381594929
leaf_count=491 284 270 100 314 180 296 151 29 56 94 265 92 63 132 84 22 81 48 26 43
internal_value=0 4.30903e-05 -4.38673e-05 3.11544e-05 0.000139088 0.000306637 -0.000902717 3.24644e-06 -0.000236264 8.42356e-06 0.000222746 0.00106398 0.000933335 0.000999453 0.000587363 1.0656e-05 -0.000362105 -0.00106037 0.000300939 0.00024424
internal_weight=0 0.024471 0.0225655 0.0214931 0.0201473 0.017356 0.00279128 0.0120703 0.00984689 0.00867275 0.00764616 0.00222341 0.003452 0.00528569 0.00382028 0.00263143 0.00419416 0.00204282 0.00215134 0.00203693
internal_count=3121 2630 2360 2076 1976 1511 465 1093 972 676 620 121 200 418 286 106 420 313 107 137
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=19
num_cat=0
split_feature=44 3 48 0 51 2 159 43 130 49 133 0 0 13 43 3 0 4
split_gain=0.000177218 0.000230211 0.000199193 0.000339164 0.000249852 0.000276619 0.000298265 0.000270283 0.000203119 0.00027803 0.000244421 0.000243176 0.000355429 0.000301065 0.000236122 0.000233618 0.000192042 0.000144468
threshold=1.0000000180025095e-35 0.20828500000000003 0.12879500000000002 -0.23091999999999999 0.087505000000000013 0.113445 0.091530000000000014 -0.011919999999999998 -1.0000000180025095e-35 -0.087004999999999985 -0.0061299999999999992 -0.10607499999999999 -0.084044999999999995 0.0076650000000000008 -0.15323999999999996 0.013900000000000001 -0.14051499999999997 -0.083854999999999985
decision_type=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 -6 -5 -10 -11 16 -13 15 -15 17 -12 -14
right_child=-2 -3 -4 4 7 -7 -8 -9 9 10 11 12 13 14 -16 -17 -18 -19
leaf_value=0.0016726079283127489 -0.0014960526710610102 0.0017780917329081438 -0.0014581756715184334 -0.0014041456799507353 0.00010227375276029639 0.0014186412051484486 -0.0017457985044227226 -0.0023407138258122909 -0.0013335762545396105 -0.0012504583432267982 0.00069266985441098525 -0.0017353023265235436 0.0030085291531971696 0.00083377682703488149 -0.0011720244856324032 -1.2579462111881219e-05 0.0027049754296289089 0.0010919627357777525
leaf_weight=0.0016810410026195611 0.0010750382318889242 0.0010345584368822705 0.0012753083718215477 0.0011797119222860539 0.0012125893892198647 0.0019293358142546948 0.001369664990453546 0.0013199800282690513 0.0014386133870953896 0.0011195189356585375 0.0015539592937141578 0.0010835567394255046 0.0011269523767136729 0.0015455005484898976 0.0017424504904988147 0.0011342377136429604 0.0011528300653633732 0.0010699932634547025
leaf_count=58 60 132 66 229 189 285 211 142 101 461 91 352 72 41 105 42 38 446
internal_value=0 5.43349e-05 -2.342e-05 6.10565e-05 -7.45408e-05 8.46274e-05 -8.12399e-05 -0.00117102 7.99134e-05 0.000214924 0.000408149 0.000586529 0.000248057 0.000572734 -0.000229198 0.00136426 0.00154972 0.00207509
internal_weight=0 0.0239698 0.0229352 0.0216599 0.0199789 0.0174463 0.015517 0.00253257 0.0141473 0.0129676 0.011529 0.0104095 0.00770269 0.00661913 0.00328795 0.00333118 0.00270679 0.00219695
internal_count=3121 3061 2929 2863 2805 2474 2189 331 1978 1749 1648 1187 1058 706 146 560 129 518
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=20
num_cat=0
split_feature=1 42 0 52 2 3 4 3 12 150 4 15 16 12 1 12 15 12 4
split_gain=0.000165833 0.000322596 0.000311907 0.00025358 0.000277959 0.000580823 0.000314524 0.000237488 0.000387733 0.000271808 0.000243984 0.000242026 0.000318208 0.000235839 0.000211585 0.000197662 0.000176456 0.000186894 5.18516e-05
threshold=0.098700000000000024 0.092860000000000012 0.18019500000000002 -0.088204999999999992 0.10252500000000002 0.10299500000000002 -0.0016099999999999997 0.095270000000000007 0.091200000000000017 0.081835000000000019 0.08184000000000001 -0.016799999999999995 -0.061854999999999993 0.10345000000000001 1.0000000180025095e-35 0.11650500000000001 -0.03241999999999999 0.084100000000000022 0.033845000000000007
decision_type=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 16 8 10 11 -2 12 -9 -10 -1 -15 -5 -18 -8
right_child=7 -3 -4 4 -6 -7 18 9 13 -11 -12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=-0.0028583883311138134 0.0031336777269556837 -0.0020248254747000645 0.001902490295207972 0.0018767764796131636 -0.0018110618966419817 0.0029833100044834677 -0.0020529878423230152 -0.00029208142265605086 -0.0015007054455939356 0.0014072990896463072 0.0007982592357325311 0.00079483644473840403 -0.0029367366032093003 0.0016412313223478836 -0.00028693778030922546 -0.00046158330443263687 0.00078266345593714173 -0.0013744721594937093 -0.00080040563206771026
leaf_weight=0.0010043976126332685 0.0013722230413257819 0.0015449878624277389 0.0011097598816860463 0.0010481379388589422 0.0011381721831380531 0.0010730644991951976 0.0010399001588026176 0.0017261560861228098 0.0011489444034005203 0.0011246655527816785 0.0014416196677902171 0.0010955070163944924 0.0012206350876446947 0.0014619139418989846 0.0010071660621626677 0.0013524681177834452 0.0016501980352794376 0.0010222519333209501 0.0010376615721341409
leaf_count=271 140 426 17 151 132 20 140 101 135 75 159 50 41 64 121 57 159 727 135
internal_value=0 -0.000327306 -9.16833e-05 -0.000312526 3.51397e-06 0.000304087 -0.000191758 0.000323703 0.000811803 -0.000316505 0.00193717 -0.00079611 -0.00138756 1.28264e-05 -0.00157089 0.000630711 0.000498204 -4.24731e-05 -0.00142737
internal_weight=0 0.0126757 0.0111307 0.0100209 0.00800939 0.00687121 0.00579815 0.0119441 0.00677717 0.00516696 0.00281384 0.0040423 0.00294679 0.00396333 0.00201156 0.00281438 0.00372059 0.00267245 0.00207756
internal_count=3121 2299 1873 1856 1464 1332 1312 822 555 267 299 192 142 256 392 121 1037 886 275
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=19
num_cat=0
split_feature=1374 457 484 1 38 39 12 3 15 0 47 13 156 13 52 0 3 47
split_gain=0.000168061 0.000329376 0.000344271 0.00021394 0.000234736 0.000214796 0.000247244 0.000242053 0.000504877 0.000295288 0.000356166 0.000293007 0.000289199 0.000245264 0.000158978 0.000136754 0.000104237 5.50764e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.084835000000000008 0.085060000000000011 0.11650500000000001 -0.10023499999999998 -0.015744999999999999 -0.10151999999999999 0.092710000000000015 0.038215000000000006 0.084085000000000007 -0.061684999999999997 0.08257500000000001 -0.14454499999999995 -0.14186499999999996 0.13910500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 11 10 12 -4 15 14 -11 -9 -10 -5
right_child=1 -3 3 17 -6 -7 -8 9 16 13 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0014495857808309162 -0.0018258354852937187 0.0017628745004392068 0.00064463606375877308 0.0017529166022426798 -0.0017434986111970643 0.00136573188715383 -0.0015365046346548265 0.00062819651720622612 -0.00089833611834895218 -0.00128652309749718 -0.001640132115378021 0.0033009796141868428 -0.00082857125151494218 -0.002470348613748292 0.00044618449621880137 0.002145066016304435 0.00039173250351935809 0.00057366862427530435
leaf_weight=0.0010014103143340938 0.0013282599961327293 0.0013664750501334302 0.0010411356161625918 0.0010209722892104969 0.0010112244878435197 0.0014368893993728085 0.0013796740662947995 0.0018140260851353673 0.0015749229416464061 0.0014618067472866817 0.0010382927478218562 0.0011020692603231907 0.00116065841129398 0.0011215928755850153 0.0012809118426967414 0.0013266988593976185 0.0016571433089680393 0.0010215065185548156
leaf_count=55 482 104 55 138 41 199 88 76 145 417 40 54 54 682 334 68 74 15
internal_value=0 5.28529e-05 -5.44446e-05 6.06127e-05 -6.17255e-05 3.60365e-05 -8.36849e-05 5.37993e-05 0.000659206 -0.000299767 0.000247355 0.00201057 0.000702968 -0.00105578 -0.000477309 0.00126895 -0.000236893 0.00116314
internal_weight=0 0.0231443 0.0217778 0.0204495 0.018407 0.0173958 0.0159589 0.0145793 0.00537527 0.00920399 0.00533968 0.0021432 0.00430138 0.00386431 0.00274272 0.00314072 0.00323207 0.00204248
internal_count=3121 3066 2962 2480 2327 2286 2087 1999 328 1671 238 109 198 1433 751 144 219 153
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 4 150 160 4 0 14 34 133 13 0 13 15 13 15 4 42 52 4 4 4 0 1 13 13 0
split_gain=0.00140457 0.00138577 0.00137575 0.00113563 0.00103704 0.00142659 0.00121202 0.00109623 0.00105523 0.00102799 0.000923657 0.000910023 0.000897907 0.00127018 0.00117173 0.000981024 0.000996786 0.000865108 0.000749703 0.0010353 0.000770641 0.000967032 0.00125393 0.00066179 0.000935458 0.000554024 0.00051894 0.000518502 0.000514061 0.000457315
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 -0.49405499999999997 -0.0058249999999999994 -0.46885499999999997 -0.112215 -0.0061299999999999992 -0.083364999999999981 -0.13455999999999999 -0.063184999999999977 0.035560000000000008 -0.13710499999999998 -0.095869999999999983 0.24564500000000003 0.085465000000000013 -0.085984999999999992 0.033845000000000007 0.0061450000000000003 -0.0035949999999999997 -0.11991499999999998 0.083345000000000016 -0.50061499999999992 0.15641500000000003 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 2 -2 4 -4 6 -6 -8 -9 12 -7 -12 25 14 -14 -15 18 -11 19 -17 21 -20 23 24 -23 -10 27 -16 -18 -19
right_child=1 -3 3 -5 5 10 7 8 9 17 11 -13 13 15 26 16 28 29 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013463272163612484 -0.0013462841657143102 0.0013464503764238492 -0.0013277147937016767 0.00094064283098559717 0.0011277735855133527 -0.00047503997263558667 -0.00096569241666268112 -0.00095521042904556466 -0.00012249126814479461 -0.00026642219635436467 -0.00058600942253527941 0.00075630966325961491 -0.00035184820427361136 -0.0013460267350567277 0.0010365855540716529 -0.001021510768619769 -0.001225071223545097 0.0012655105117797059 -0.00087746311488064339 0.00055475784958305919 0.0011174884655613434 0.00082680762403951054 -0.00091112821635764836 0.0013378478607417757 -0.00064980346156317983 -0.0011445079358432364 0.0011500650700289425 -0.00017194056516806644 -0.00019169667184856551 0.00038706141716043842
leaf_weight=0.0013185467129837028 0.0015322935962700504 0.0012464882517519973 0.0011998815621723216 0.0020066582290141346 0.0012723940812691117 0.0018136128261403437 0.0031792185022738719 0.0027092724467792017 0.0015085221312034491 0.0024210395445152244 0.0010480679229658571 0.0072031825334200042 0.0028621082151119026 0.0014902180898808117 0.0010622202680679038 0.002508931335801985 0.0022416773218338895 0.0017648847746159066 0.0017108638408451764 0.0010796871909235506 0.0013504174417908743 0.0019934044630005492 0.0012831610942551919 0.0014725773380632745 0.0012739190149204755 0.0026467539447097002 0.0025746237002550743 0.0016299954880079071 0.0014273467517682548 0.0027408427223036824
leaf_count=86 18 21 46 49 14 34 387 130 57 16 8 219 67 338 4 78 247 25 82 15 33 55 17 9 22 627 62 248 58 49
internal_value=0 -5.79454e-05 -8.76121e-05 -5.40559e-05 -9.00405e-05 -6.26756e-05 -0.000166805 -0.000205173 -0.00014435 -8.50455e-05 0.000394652 0.000585809 -0.000192576 -9.95981e-05 0.000341345 -0.000300606 -0.000205274 0.000382478 -2.64148e-05 -0.000547268 0.000179339 1.55297e-05 0.000269186 0.000588715 0.000251082 -0.000773477 0.000718041 0.000304886 -0.000823061 0.000731148
internal_weight=0 0.0602543 0.0590078 0.0574755 0.0554688 0.0542689 0.0442041 0.0429317 0.0397525 0.0370432 0.0100649 0.00825125 0.0301164 0.0259612 0.00812895 0.0178322 0.016342 0.00692677 0.012673 0.00358862 0.00908434 0.00773393 0.00602306 0.0047399 0.00326732 0.00415528 0.00526684 0.00269222 0.00366902 0.00450573
internal_count=3121 3035 3014 2996 2947 2901 2640 2626 2239 2109 261 227 2019 1335 381 954 616 90 311 93 218 185 103 86 77 684 314 252 305 74
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=17
num_cat=0
split_feature=15 158 14 15 160 457 4 15 4 4 43 15 49 0 0 16
split_gain=0.000176944 0.000236619 0.000188466 0.000185142 0.00016684 0.000210681 0.000334514 0.000303287 0.000206753 0.00023167 0.000191531 0.000233233 0.000453688 0.000332294 0.00021504 0.000116863
threshold=-0.24436499999999997 0.084905000000000022 -0.46596499999999991 -0.11713499999999999 -0.22361499999999998 -0.0029299999999999994 0.24564500000000003 0.095175000000000023 -0.49405499999999997 -0.37944499999999992 0.08845500000000002 -0.016799999999999995 -0.047584999999999995 -0.071924999999999989 -0.11437499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 7 8 -7 -10 11 12 -11 14 -13 -14
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 13 15 -15 -16 -17
leaf_value=-0.00043568927072823834 -0.0012487257020513819 -0.0020673844205170719 0.0017885906721732154 -0.0014156857731841487 -0.0013325646204759753 -0.0011088392800630883 0.0020423258700790993 -0.0017630134043292547 0.0020237054216480322 0.0015515234523989065 -0.0011417863294115183 0.001347757487977737 -0.00033980365098853962 0.0024466853219172664 -0.0012041012699416517 -0.0021050590268062446
leaf_weight=0.0010272338561696515 0.0019506254836021376 0.0010294426286431282 0.0017554979664660122 0.0011754660863791946 0.0014178750468916137 0.0015323642447420084 0.001723291462340625 0.001322450662914366 0.0014850922565017256 0.0015836009179714949 0.001391534393386352 0.001165745998452648 0.0012265899377791323 0.0019424506992735853 0.0010842416621295037 0.0013294581108660424
leaf_count=52 198 277 201 228 181 130 90 250 48 116 140 57 104 83 671 295
internal_value=0 -0.000138217 0.000967507 -4.05339e-05 8.76875e-05 0.000190402 0.000327185 0.000117018 0.000312155 0.000506421 0.000274686 0.00051125 -0.000183202 0.00119696 0.000118048 -0.00125795
internal_weight=0 0.0213602 0.00278273 0.0203308 0.0183802 0.0172047 0.0157868 0.0140635 0.0127411 0.0112087 0.00972362 0.00833209 0.00413965 0.00419244 0.00224999 0.00255605
internal_count=3121 2868 253 2591 2393 2165 1984 1894 1644 1514 1466 1326 515 811 728 399
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=19
num_cat=0
split_feature=124 123 40 484 15 12 133 160 3 15 2 0 2 43 3 15 13 16
split_gain=0.000170267 0.000176266 0.000251069 0.000223745 0.000220794 0.000271564 0.000354408 0.00028144 0.000228347 0.000252594 0.000306101 0.00038379 0.000323601 0.000287616 0.000234963 0.00041014 0.00028586 4.98368e-05
threshold=0.10281000000000001 1.0000000180025095e-35 -0.081804999999999975 -0.0068949999999999992 -0.24436499999999997 -0.015429999999999998 0.09389500000000002 -0.091944999999999985 -0.15956499999999998 -0.11713499999999999 0.084245000000000014 -0.10607499999999999 0.088930000000000023 -0.074359999999999996 -0.10831999999999999 -0.074054999999999996 -0.15078499999999997 -0.13941499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 17 -6 7 -7 -9 -10 11 -11 -12 -13 -14 -16 -17 -5
right_child=-2 2 -4 4 5 6 -8 8 9 10 12 13 14 -15 15 16 -18 -19
leaf_value=-0.0015744194851394131 0.0013642062040552301 -0.00035051596823738163 0.0021299691207320075 0.00147326948112365 -0.0017287586480675455 -0.0017118034000766359 -0.0020344406617546279 0.001567428761369592 -0.0016551645145438481 0.0026064006469116619 -0.0019364490599441328 0.0012408802891746031 0.001593465310382305 -0.0012182334964412757 0.0011551061624632691 0.00043549762745228058 -0.0018588842632491617 0.00039961218961613294
leaf_weight=0.0013778623890409172 0.0011109389278241002 0.0010319382278334288 0.0010732429970259352 0.0012170816501577697 0.0014043637365510593 0.0010585346467266729 0.0011107029533266024 0.0014300779807285809 0.001024923951847165 0.001307146689896399 0.0011947207796583204 0.0014603124394430012 0.0011194929765707675 0.0010570594330143873 0.0017411217397764736 0.0010953581548172045 0.0019402026310837454 0.0010283495295269019
leaf_count=488 39 104 140 102 81 287 396 114 97 29 356 103 41 247 126 33 287 51
internal_value=0 -7.55168e-05 0.000914061 -0.000176806 -7.64526e-05 -0.000216661 -8.00087e-05 7.04384e-05 0.000211538 4.91451e-05 0.000209175 0.00102791 -0.000232418 0.000208284 0.000112864 -0.000234139 -0.00103097 0.000981562
internal_weight=0 0.0226725 0.00210518 0.0205673 0.0191894 0.016944 0.0155397 0.014429 0.0133704 0.0119403 0.0109154 0.00382452 0.0070909 0.00251737 0.00589618 0.00477668 0.00303556 0.00224543
internal_count=3121 3082 244 2838 2350 2197 2116 1720 1433 1319 1222 379 843 350 487 446 320 153
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=39 42 156 376 31 1373 151 1348 1456 146 1 0 14 42 132 42 43 43 2 0 0 43 475 3 4 133 13 0 2 16
split_gain=0.00166124 0.00157866 0.0014722 0.00138374 0.00131497 0.00108565 0.00103123 0.00128865 0.00101461 0.00103413 0.00126987 0.0013907 0.000947108 0.000973224 0.00104781 0.000957844 0.00129877 0.00117788 0.00126751 0.00086454 0.000848721 0.00086349 0.000833645 0.00077713 0.00147291 0.000628843 0.000591207 0.000530935 0.000518946 0.000493447
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -1.0000000180025095e-35 0.099250000000000019 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.12035500000000002 0.11323000000000001 -0.23051499999999997 0.076175000000000007 -1.0000000180025095e-35 0.081465000000000024 0.091735000000000025 -0.074974999999999986 0.0034250000000000005 0.089885000000000007 -0.040504999999999992 -0.10474999999999998 -0.50216499999999986 -0.072374999999999981 -0.077774999999999983 -0.068329999999999988 -0.095184999999999978 -0.0025349999999999995 -0.10324499999999999 0.09678500000000001 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 -1 -3 4 -4 6 -6 8 -8 10 11 28 13 14 -13 16 23 22 -19 25 -17 -22 -18 24 -15 -12 -27 -28 -10 -24
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 19 12 -14 15 -16 20 17 18 -20 -21 21 -23 29 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013463222997411846 0.0013466017840763852 -0.001346060827166085 0.0013462793508003616 0.0010730396801949848 -0.0013056999518625872 -0.0013462539804763776 -0.0010480042709753695 0.0012705549011404874 0.0012668856882021801 -0.0013009831258520186 -0.0007398898366083042 -0.0011587818672234523 -0.0013461064899410208 0.00081542046213215836 0.00030896617215377044 0.00046574458582152565 0.00068364498901736363 -0.00085284029565924904 0.00057305069534567055 0.0012010265466402949 9.3830847876467699e-05 -0.0013130365855059611 -0.00045877513804656102 0.0012238217362396436 -0.00065213198977673726 0.0007225470570971621 0.00038298127911332236 -0.00058169622307042415 0.00028810456595071546 -0.0013461239856708889
leaf_weight=0.0016762843996218626 0.0015640280034148182 0.0014855123848835907 0.0012325954591148039 0.002140401197149088 0.0011280244881888271 0.001162462440127853 0.0017464551989947443 0.0013967771661782527 0.0014783210480118136 0.0010911755198321762 0.0010526444307998881 0.0030819609853516275 0.0012313658037612632 0.0032309717140606153 0.0012338759538188526 0.0010617685286291589 0.0010252657245928267 0.0014300398199829081 0.005371141534965318 0.0020678768994102379 0.0011234899707233126 0.0026650760375037654 0.0070287517989351487 0.0020873457927876862 0.0020094303810669345 0.0042102100887113653 0.0027206008186126951 0.0016667332386077743 0.0029187915661168518 0.0013539783838112385
leaf_count=18 23 163 75 58 46 21 248 31 17 4 30 586 65 32 129 33 63 61 41 75 7 367 269 84 293 145 29 27 28 53
internal_value=0 -5.7624e-05 -2.24601e-05 1.0339e-05 -2.90092e-05 -5.89728e-05 -3.19675e-05 -5.49931e-06 -3.92005e-05 -4.74992e-06 2.35104e-05 -9.50269e-05 -0.000187311 -0.000143679 -0.00073916 -5.31459e-05 5.90878e-05 -0.000153492 0.000273238 0.000411264 -0.000597776 -0.000895833 -0.000461982 0.00052932 0.000252688 0.000242031 0.000362252 1.65036e-05 0.000617173 -0.0006021
internal_weight=0 0.0631093 0.061433 0.0599475 0.0578071 0.0565745 0.0554121 0.054284 0.0528873 0.0511408 0.0500496 0.0383316 0.0339345 0.0327031 0.00431584 0.0283873 0.0235369 0.0162092 0.00680118 0.0117181 0.00485033 0.00378857 0.009408 0.00732775 0.0052404 0.00965019 0.00859754 0.00438733 0.00439711 0.00838273
internal_count=3121 3098 3080 2917 2859 2784 2763 2717 2686 2438 2434 2128 2083 2018 715 1303 896 487 102 306 407 374 385 409 325 231 201 56 45 322
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=39 42 376 31 45 14 1456 15 1348 11 3 0 15 2 3 43 16 43 0 13 43 12 15 15 49 3 43 13 1 2
split_gain=0.00191323 0.00183443 0.00170363 0.0016993 0.00146274 0.00152581 0.00134453 0.00155921 0.00150699 0.00116869 0.00131637 0.00153214 0.0014533 0.00161911 0.00118468 0.00182714 0.00117473 0.0011126 0.00101496 0.000953521 0.000929917 0.00105908 0.0012227 0.000804043 0.00112407 0.000878457 0.000745055 0.000722023 0.000679461 0.000826674
threshold=0.16946000000000003 -0.11466499999999999 0.088470000000000007 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.087830000000000005 -0.12018999999999998 -0.10607499999999999 -0.03241999999999999 0.10855000000000002 0.14121000000000003 -0.074359999999999996 -0.29154999999999992 -0.066504999999999995 -0.08824499999999999 0.038215000000000006 -0.079109999999999986 0.092355000000000007 0.024640000000000006 -0.095869999999999983 -0.079429999999999987 0.090900000000000009 -0.25681499999999996 -0.033284999999999988 0.11785500000000002 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 26 3 -3 -5 6 7 28 9 10 12 16 -9 19 15 18 -12 -18 -13 -14 21 22 27 25 -25 -19 -1 -20 29 -6
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 14 13 -15 -16 -17 17 23 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012460134102020583 0.0012689474390852995 0.0012687494011730312 0.0010591227776171857 0.0012689209812951658 0.0010987092291564059 -0.0011143098786628599 -0.0011232484095103079 0.00111620752543189 0.001136298871796655 -0.0011717968357721255 -0.00052040328145347165 -0.001267622770883086 0.00027015245360707536 0.00078475622382222362 0.00010885081825326528 -0.0011451229094001961 0.00092309259181123796 -0.0012589811910124827 -0.0011207181650578809 -0.00077382504040541785 0.00078150223114032444 -0.0012684627666390068 0.00095441842975634386 -0.00034741748380569677 0.00059942674024550651 6.0049766714808742e-05 1.9210122271594695e-05 0.00019244421726353377 0.0012684658473637379 -0.0002028504378004545
leaf_weight=0.0028322900849317989 0.0017863202023278282 0.0015367075335461769 0.0023090721065415201 0.0012660167021749649 0.0012734631713442459 0.0023339394128356608 0.0018862052786889896 0.0025725420789513018 0.0015425576632424045 0.0016944019355378251 0.0046074529240058828 0.0013282121214928111 0.0023475794714613515 0.0030416548700031854 0.0044611386223039054 0.0064448572658158025 0.0028625480744892693 0.0013829448887747739 0.0014058329188415541 0.0035138520840405363 0.0016298074725895617 0.0013857285672536079 0.001443955040116407 0.0032094485491143141 0.0054281508860469672 0.0019680005822237945 0.0010177253681433731 0.0012930584267820677 0.0017753020544546416 0.002046417152939739
leaf_count=56 23 74 58 9 23 85 255 33 34 70 100 158 24 15 43 1050 49 29 183 46 84 143 81 33 53 21 113 30 115 31
internal_value=0 -5.98641e-05 -1.16364e-05 -4.92794e-05 -8.08551e-05 -0.000108032 -6.92409e-05 -3.53488e-05 -9.91245e-05 -0.000135758 -0.000100877 -0.000212358 0.000276547 3.3927e-05 -0.000464654 -0.000636002 3.90831e-05 0.00021266 -0.000249368 -0.000355698 -6.04341e-05 -0.000308634 1.24157e-05 4.30275e-05 0.00024761 -0.000484318 -0.00091156 -0.000491573 0.000635102 0.000296411
internal_weight=0 0.0718409 0.0679908 0.0656818 0.0641451 0.0628791 0.0605451 0.0586589 0.0535637 0.0520212 0.0503268 0.0388511 0.0114756 0.00890309 0.0193926 0.0149315 0.0194585 0.0148511 0.00848659 0.00586143 0.00715838 0.00552857 0.00414285 0.0119885 0.0086376 0.00335095 0.00385002 0.00269889 0.00509518 0.00331988
internal_count=3121 3098 2929 2871 2797 2788 2703 2448 2279 2245 2175 2057 118 85 1772 1729 285 185 679 70 521 437 294 136 86 50 169 213 169 54
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=39 42 31 376 421 14 156 151 4 150 158 403 3 160 4 43 3 49 0 52 0 13 1 0 0 34 14 150 2 51
split_gain=0.00171284 0.00172079 0.00145251 0.00146011 0.00126935 0.00152765 0.00114093 0.00119922 0.00137795 0.00139328 0.00115931 0.00100961 0.00106402 0.00110753 0.00106831 0.00117376 0.0014389 0.00100016 0.000913174 0.000715384 0.00110302 0.000712996 0.000961032 0.000846169 0.00135052 0.000688716 0.000826131 0.000632308 0.000622628 0.00122096
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 0.085900000000000018 -0.092474999999999988 -0.12018999999999998 -0.091944999999999985 -0.49405499999999997 -0.074359999999999996 0.090900000000000009 0.0034800000000000005 -0.11991499999999998 0.10744000000000002 0.18019500000000002 -0.083364999999999981 0.12656000000000003 -0.10474999999999998 -0.059114999999999994 -0.010024999999999997 -0.46885499999999997 0.084680000000000019 0.10060500000000001 0.085720000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 -8 9 -9 11 -11 17 -14 -15 21 18 19 27 20 -13 -16 23 -23 -25 -10 -27 -17 -18 -30
right_child=-2 2 3 -5 5 -7 7 8 25 10 -12 12 13 14 15 16 28 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0014573759491413043 0.001457557626305585 0.00145725762671586 0.0014575513799104179 0.0011630282217247846 -0.0014569937118656306 -0.0012686366643492786 -0.0013110157590977007 0.0012471260848330927 -0.00058064397773626125 -0.001456958311677905 -0.0013322028886051398 0.00034819987591407087 -0.0012276161287020325 -0.0014110892320476889 0.00094111759270069646 0.00030568241833164416 0.00043193120086249367 0.0013311328507049755 -0.0012740898787402504 0.00095664855349701563 -0.0011563297311954427 0.00087032010328870458 0.0012566389238734075 -0.0013899538121289153 0.00052914461067397141 -0.00024673599448640353 0.00097022256377194674 -0.0009005626136577077 -0.001055680493675677 0.00030388437961364681
leaf_weight=0.0018310484562249476 0.001606747298765753 0.0013735592970736113 0.0010877591896019103 0.0020072962142094744 0.0012483932094902164 0.0023999569352355357 0.0015477381280604155 0.00154096324376951 0.0010075241318645567 0.001151453340471508 0.0017271008299544191 0.002951709801180858 0.0020629605445146018 0.0013015577665100751 0.0031185555627359918 0.0019955559267827872 0.005222753264831681 0.0018750389281194657 0.0037088190935863673 0.0015891593356514022 0.0015921608355711214 0.0010800633710843499 0.001141721913640481 0.001936987302569193 0.0013011598825869441 0.0015096861425263342 0.00548832246581199 0.0017151686247416364 0.002402910756586607 0.0033659469910176654
leaf_count=18 23 84 18 49 159 97 61 13 15 340 215 88 257 52 183 34 47 21 718 10 13 22 5 207 41 30 199 16 29 57
internal_value=0 -6.59444e-05 -2.37989e-05 -5.82331e-05 -0.000101187 -0.000131473 -8.05409e-05 -4.77071e-05 -9.20792e-06 -0.000113016 -0.000163838 -0.00011277 -7.24238e-05 -0.000197049 -0.000121901 -5.9731e-05 -0.000267118 0.000399961 -0.000762847 0.000115276 -0.000178984 0.000385364 6.79334e-05 -0.000246357 -0.000618817 0.000545546 0.000707687 -0.000251867 6.75081e-05 -0.000262417
internal_weight=0 0.062283 0.060452 0.0590784 0.0570711 0.0559834 0.0535834 0.052335 0.0507873 0.0427817 0.0412408 0.0395137 0.0383622 0.0303542 0.0282912 0.0269896 0.0184112 0.00800807 0.00741954 0.00613303 0.00454387 0.00857849 0.00545993 0.00431821 0.00323815 0.00800553 0.00699801 0.00371072 0.0109916 0.00576886
internal_count=3121 3098 3080 2996 2947 2929 2832 2673 2612 2368 2355 2140 1800 1668 1411 1359 901 132 768 111 101 458 275 270 248 244 229 50 133 86
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 156 1373 0 0 48 14 1 3 4 43 147 3 52 47 1 48 2 43 3 3 52 15 132 16
split_gain=0.00185721 0.00153613 0.00146239 0.00177016 0.00144043 0.00215385 0.00128078 0.00133484 0.00132011 0.00263904 0.00171964 0.00178612 0.00149106 0.00141922 0.00132079 0.00186885 0.0012513 0.00121875 0.0014832 0.00112156 0.00105345 0.00105198 0.000951707 0.00121415 0.00102718 0.000948531 0.000912755 0.000797329 0.000753595 0.000863095
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 0.099250000000000019 -0.10607499999999999 -0.075684999999999988 0.12879500000000002 -0.10708499999999999 0.077565000000000009 0.11296500000000002 -0.49405499999999997 -0.52440999999999993 0.10271500000000001 -0.10831999999999999 0.15116000000000002 0.09585500000000001 0.09697500000000002 0.086260000000000017 0.14019000000000004 -0.074359999999999996 0.10732000000000001 -0.074479999999999977 0.083680000000000018 -0.13843999999999998 0.080640000000000017 -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=-1 2 -2 4 -4 6 -6 8 10 26 11 -8 13 -13 15 -11 17 28 22 20 21 -14 23 25 -25 -19 -10 -21 29 -16
right_child=1 -3 3 -5 5 -7 7 -9 9 14 -12 12 19 -15 16 -17 -18 18 -20 27 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012687598849728298 -0.0012686097458648967 0.0012688683462859073 0.0012689375304240779 0.001011243256070715 -0.0012684087451759376 -0.0011766929200171985 -0.00066223349697100713 -0.0012686325330095282 -0.0010258268950363782 0.00055759717996047855 -0.00077612658599637168 -0.0010666707144170739 0.00086190747839147463 0.00063929452364547854 0.0010835209962265335 -0.0012527996518538252 -0.0010350485474374426 -0.00025568107798049831 -0.0012136319551698763 0.00067093709949586503 0.0011894614821119811 -0.00014206427309362764 0.0011582672184400845 -0.0010364591193372272 0.00020207875242766467 0.00095896976494293479 -0.00015192281614694923 -0.00035860291960597787 0.0012518927809183726 9.7950752442212428e-05
leaf_weight=0.0017663704226542612 0.0016086442647349477 0.0013991777173885103 0.0012428943809936746 0.0024603443228485835 0.0013812714038241572 0.0029073599610427428 0.0026559941607899864 0.0013767578081314005 0.006257701230077288 0.0014032050567038823 0.0025653894297192883 0.0018710873763936242 0.0041453914836893091 0.0013507210824172944 0.0020195574736590061 0.0026484111983791072 0.0013178306247709761 0.0017337040180720464 0.0014930931056760252 0.0020922071446420887 0.005729662820442627 0.002821605760800594 0.001290145721704051 0.0024033832913836935 0.0019520426661472356 0.0025631870936138057 0.0027751702510148135 0.0028698644199494075 0.0021105482733787539 0.0048908057575971463
leaf_count=86 18 21 9 49 159 98 40 20 848 7 28 87 40 6 22 101 9 104 69 21 157 23 59 242 28 43 608 24 27 68
internal_value=0 -4.73264e-05 -7.29261e-05 -4.55772e-05 -8.38884e-05 -0.000109125 -6.0414e-05 -3.36473e-05 -5.75598e-06 -0.000167261 0.000209932 0.000317408 0.000442018 -0.000351456 3.91241e-05 -0.000625801 0.000162849 0.000240019 -3.49376e-05 0.000586787 0.000786609 0.000455303 0.000142071 -9.45395e-06 -0.000481363 0.000468884 -0.000757337 7.54922e-05 0.000588574 0.000385984
internal_weight=0 0.0733372 0.071938 0.0703293 0.067869 0.0666261 0.0637187 0.0623375 0.0609607 0.0348588 0.0261019 0.0235365 0.0208805 0.00322181 0.0258259 0.00405162 0.0217743 0.0204565 0.0114356 0.0176587 0.0126967 0.006967 0.00994246 0.00865232 0.00435543 0.00429689 0.00903287 0.00496207 0.00902091 0.00691036
internal_count=3121 3035 3014 2996 2947 2938 2840 2681 2661 2235 426 398 358 93 779 108 671 662 545 265 220 63 476 417 270 147 1456 45 117 90
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 133 156 42 1 2 1373 14 146 10 1455 453 43 1425 15 15 158 49 160 49 4 3 156 15 15 151
split_gain=0.0020651 0.00196847 0.00191205 0.00176804 0.00165152 0.00169747 0.00151878 0.00153375 0.00178812 0.00194471 0.00155501 0.00151063 0.00152609 0.00194813 0.00152211 0.00140562 0.0014288 0.00138292 0.0019724 0.00173115 0.00201017 0.00144606 0.00126244 0.00176967 0.00138816 0.00147156 0.00126649 0.00120967 0.00118181 0.00111492
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.073895000000000002 0.099250000000000019 0.085220000000000004 0.12035500000000002 0.058500000000000003 0.086165000000000005 0.10218000000000001 0.39192500000000002 1.0000000180025095e-35 -0.24436499999999997 -0.095869999999999983 0.093740000000000018 -0.072814999999999977 -0.091944999999999985 0.082865000000000008 -0.49405499999999997 0.14121000000000003 0.091255000000000017 -0.10653 -0.21699999999999997 -0.090064999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -4 8 -8 -10 11 12 13 14 15 16 17 18 -9 21 22 -20 23 -21 -24 26 29 28 -23 -26
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 27 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012439310054387404 -0.0012438774887715662 0.0012440131881056122 -0.0012435414726194897 0.00099335452458102695 0.0012407628254721612 -0.001195729300774751 -0.0012436935681259336 0.00092668605878420799 -0.00060416610172441616 0.00093404988472732683 -0.0012438146634981321 -0.00124367711579629 -0.0012443421336755026 0.0012370501984029138 -0.0012435816515567557 -0.0010956085253277571 -0.0012313414655826761 -0.0012441872349722779 0.00093960899370665102 -0.0012435814963146924 -0.0012056210143189055 -0.0012439590451341659 -0.00058000418571583676 0.00056176400357234833 -0.00062703295186309878 0.0010785396554768149 -0.00065575252620070053 -0.0011586461317482316 9.3484960427316359e-05 0.00044504131236992986
leaf_weight=0.001964178299807883 0.002100859084464445 0.0017934414696014747 0.0016636765231154973 0.0024709024194322629 0.0014500229987532967 0.0021211575619650693 0.0033483574258159621 0.0049812485409290721 0.0038900292399262071 0.0018873307770093106 0.0014658363618309514 0.001363981104532285 0.0013200210305512874 0.0022717877521074561 0.0013455204111618704 0.0014969720226076779 0.0011765255710542979 0.0010741900740143242 0.0011890296845535895 0.0018996754607343283 0.0014669783800513861 0.0013038852399063225 0.0023309624124294567 0.0015042776101950039 0.0015960715176959175 0.0044425636501159707 0.0019588832352610544 0.0030373947125568171 0.0047171030029247163 0.024875220733919803
leaf_count=86 18 21 148 49 50 365 494 103 125 50 21 34 3 36 118 16 20 52 19 137 104 20 57 30 72 54 70 43 113 593
internal_value=0 -4.52809e-05 -7.2246e-05 -4.28205e-05 -7.43594e-05 -9.82775e-05 -6.82821e-05 -4.25361e-05 -0.000520693 -0.000101666 2.27683e-05 5.11775e-05 7.87787e-05 0.000106648 6.41289e-05 9.3926e-05 0.000124866 0.000153168 0.00018031 0.000106428 0.000223052 -0.000349654 0.000277337 -0.000445762 0.000347256 0.000413006 0.000309009 -0.000518886 -0.000196147 0.000380401
internal_weight=0 0.0875439 0.0857505 0.0836496 0.0811787 0.0797287 0.0776075 0.0759438 0.00912572 0.00577736 0.0668181 0.0653523 0.0639883 0.0626683 0.0603965 0.059051 0.057554 0.0563775 0.0553033 0.050322 0.0400746 0.0102474 0.0386077 0.00340395 0.0352037 0.0328727 0.0284302 0.00905838 0.00602099 0.0264713
internal_count=3121 3035 3014 2996 2947 2897 2532 2384 669 175 1715 1694 1660 1657 1621 1503 1487 1467 1415 1312 1117 195 1013 167 846 789 735 176 133 665
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 151 1348 4 11 3 0 0 43 3 15 42 42 43 47 0 4 3 150 14 15 1 3 150 2
split_gain=0.00143647 0.00117776 0.00119251 0.00124014 0.00119322 0.00165141 0.000943436 0.00128524 0.000997257 0.00113385 0.00090326 0.00140988 0.00111019 0.00103995 0.0014434 0.000863036 0.000791767 0.00103473 0.00106537 0.000763397 0.000759309 0.000689491 0.000683765 0.000708737 0.000662999 0.000650142 0.000536224 0.000481741 0.000416056 0.000347351
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.10732000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084695000000000006 -0.079109999999999986 0.078875000000000015 -0.14723999999999998 0.24564500000000003 0.090900000000000009 0.087380000000000013 -0.46885499999999997 -0.23032499999999997 1.0000000180025095e-35 -0.088784999999999989 0.082565000000000013 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=-1 2 -2 4 -4 6 -6 8 9 10 15 19 -13 16 -15 -8 -14 -18 27 20 22 -21 23 -12 -10 -26 -22 -19 -27 -17
right_child=1 -3 3 -5 5 -7 7 -9 24 -11 11 12 13 14 -16 29 17 18 -20 21 26 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0014007018927425859 -0.0014005875395827862 0.0014007687296190546 0.0014008868390293868 0.0010748588517534995 -0.0013613699414269148 -0.0012800434651861524 0.0011992840226313247 0.0013917883175574974 -0.00035851886424352982 -0.0014003856243281444 5.8412588320223541e-05 -0.0013177522395956388 -0.00094948927646080724 -0.0014004420548079865 -0.00011691223614481694 -0.00022100611806715286 0.0011073885671500033 3.3464746069492092e-05 0.00086772454748924356 -0.0012664993752244554 0.00018564170618658849 3.1878223024088071e-05 0.00036150309945821076 -0.0012849784991866208 0.0010647872674793488 -0.00032203014619596961 0.0012570896637710688 -0.0012346765990609442 0.00067800594232895616 0.00056362445719423482
leaf_weight=0.0013644448186909122 0.0013111369068425907 0.0010722272527061696 0.0010340988737880244 0.0018592694952346269 0.0010765132429177973 0.0022932248258697987 0.0017359821268172482 0.0012055779143906866 0.0018637839149278079 0.0014033657349301612 0.0019235135463020487 0.0027169684199357278 0.0012773476130636396 0.0032559121012907541 0.0036372893205651735 0.0032025218893920659 0.0019160256116279575 0.001004663992759447 0.0012901799888105359 0.0013530845928784183 0.0016347472523534521 0.0019692240857693832 0.0046369879682401915 0.0012842087242006528 0.0029900493528138838 0.0016885157683930174 0.0020829774772721521 0.0014142906097838193 0.0015783326108476103 0.0016902755733099184
leaf_count=86 18 21 9 49 45 98 29 30 35 104 40 419 193 972 56 49 89 17 87 39 58 15 39 16 132 43 64 218 39 12
internal_value=0 -5.30757e-05 -8.07492e-05 -4.92966e-05 -8.86142e-05 -0.000118164 -6.46955e-05 -3.60653e-05 -7.22668e-05 -0.000164299 -0.000118681 -0.000217847 -0.000499576 -0.000338442 -0.00072317 0.000351021 4.5767e-05 0.000271767 -0.000159889 9.46959e-05 0.000264687 -0.000496915 1.76504e-05 -0.000479413 0.000374591 0.000592967 0.000785956 -0.00070798 0.000161123 5.00539e-05
internal_weight=0 0.0574023 0.0563301 0.0550189 0.0531597 0.0521256 0.0498323 0.0487558 0.0475502 0.0394296 0.0380262 0.0313974 0.0165127 0.0137957 0.0068932 0.00662878 0.00690251 0.00562516 0.00370913 0.0148847 0.0115624 0.00332231 0.00784471 0.00320772 0.00812068 0.0062569 0.00371772 0.00241895 0.00326685 0.0048928
internal_count=3121 3035 3014 2996 2947 2938 2840 2795 2765 2516 2412 2322 2051 1632 1028 90 604 411 322 271 217 54 95 56 249 214 122 235 82 61
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=21
num_cat=0
split_feature=14 1 4 3 2 4 52 157 133 13 4 160 15 3 1 3 4 51 4 1
split_gain=0.000200546 0.000209668 0.000434067 0.000337099 0.000306795 0.00032737 0.000390093 0.000304252 0.000261598 0.000315978 0.000273614 0.000336684 0.000466592 0.000362525 0.000334248 0.000218898 0.000173091 0.000171772 0.000155491 2.85227e-05
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 0.013900000000000001 0.10855000000000002 -0.49013999999999996 0.083680000000000018 -0.073574999999999988 0.048520000000000008 -0.092094999999999982 0.0061450000000000003 0.088755000000000014 -0.016799999999999995 0.096675000000000011 0.11588000000000001 0.088060000000000013 -0.011884999999999998 0.084305000000000019 0.24564500000000003 0.098700000000000024
decision_type=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 16 9 18 15 12 13 14 19 17 -3 -11 -9 -12
right_child=-2 7 3 -5 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0018172797475404393 -0.0014000676961326121 0.00057256297247331323 -0.0023720078382319029 3.1775091033242935e-05 0.0018752566318064794 -0.0010129561640547494 0.0019368059112878635 0.0001615081921654524 0.0018330106491960363 -0.0014584249582341949 -0.00053862767630228053 0.0018125009085735698 0.0016303460399865683 -0.0018567680109393963 0.001176980346960221 -0.0022446231858754091 0.0025806771416625116 0.00043412092111248872 0.0019614571967085589 -0.0013768585337558302
leaf_weight=0.0011187099263061384 0.0012276022622650365 0.0011351262603547241 0.0018935896739882283 0.0011694240367461362 0.001105543901383399 0.0010710772073019275 0.0011543046007604918 0.0010942652443688425 0.0010033480776674439 0.0010994505037595923 0.0010086545113185963 0.001206595806749533 0.0013867864970507071 0.0019925976228023501 0.0016607684399811973 0.0012678149657503468 0.0010009441232430296 0.0012934570274971691 0.0013028499773040103 0.0010035343219811921
leaf_count=32 101 123 1251 25 20 88 198 100 269 322 38 25 23 76 93 66 72 61 94 44
internal_value=0 5.73077e-05 -0.00043441 -0.00145427 0.000267635 -0.000263838 0.000517084 0.000268929 9.5393e-05 -2.63827e-05 -0.000260908 9.41748e-05 -0.000199816 -0.000647794 8.08008e-06 -0.00106201 0.00151355 -0.000435432 0.00113979 -0.000956677
internal_weight=0 0.0249688 0.00751265 0.00306301 0.00444964 0.00334409 0.00222538 0.0174562 0.0153201 0.0143168 0.0119197 0.00825894 0.00705234 0.00566555 0.00367296 0.00366072 0.00213607 0.00239291 0.00239712 0.00201219
internal_count=3121 3020 1614 1276 338 318 286 1406 1211 942 748 299 274 251 175 449 195 383 194 82
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=19
num_cat=0
split_feature=128 133 3 48 50 0 132 52 43 52 49 48 47 147 1 4 4 15
split_gain=0.000192664 0.000201826 0.000263606 0.000237516 0.000256711 0.000238397 0.000278248 0.000230145 0.000460464 0.000329748 0.000270926 0.000318178 0.00024172 0.000174369 0.000343605 0.000298081 0.000235363 5.25856e-05
threshold=0.085185000000000025 0.10622000000000002 0.16158000000000003 0.12879500000000002 0.083640000000000006 -0.23091999999999999 0.079970000000000013 -0.088204999999999992 -0.074359999999999996 -0.080979999999999983 0.065470000000000014 0.086425000000000016 0.092710000000000015 0.10271500000000001 0.094825000000000007 -0.080924999999999983 -0.35136499999999998 -0.045854999999999993
decision_type=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 -7 -9 11 12 13 14 15 16 -11 -4
right_child=-2 -3 17 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0013572866688348153 -0.0014000247339249706 -0.0014004297681849201 0.00072223832749370744 -0.0012456705775701793 -0.0012024167061437353 0.00026437233339662354 0.0014798677653592668 0.0019730851085214525 -0.0022587436774915265 -0.00021439579331122529 0.0015030918957964431 -0.0015605547567499609 -0.001437754247443194 -0.00096107049729639933 0.0016364041376959891 -0.0011996698513875479 0.001773781492381896 0.0017936573290050321
leaf_weight=0.0017987132327874555 0.001051626896999335 0.0010124664802024777 0.0010059794425267832 0.0015510679393528895 0.0015337017132486244 0.0018352677334698697 0.0014405122444318677 0.0010173553637553507 0.0014053830739135737 0.0015378395032605852 0.0011770292025055093 0.0015495485295438103 0.0010164203505649283 0.0010494969564547318 0.0019916218083082526 0.0015375529527132071 0.0011415412337618643 0.0010103005343715657
leaf_count=65 216 395 109 58 388 203 177 81 230 33 175 111 47 12 158 360 263 40
internal_value=0 4.98338e-05 0.000112053 4.8972e-06 0.000101728 0.000209855 8.62654e-05 -4.52959e-05 -0.000829835 0.000166248 -8.44908e-07 -0.000181034 7.73073e-05 0.000289477 0.00050087 -3.54327e-05 0.000632661 0.0012591
internal_weight=0 0.0246118 0.0235993 0.0215831 0.020032 0.0184983 0.0166996 0.0152591 0.00324065 0.0120184 0.0110011 0.00982402 0.00827447 0.00725805 0.00620856 0.00421693 0.00267938 0.00201628
internal_count=3121 2905 2510 2361 2303 1915 1850 1673 433 1240 1159 984 873 826 814 656 296 149
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=20
num_cat=0
split_feature=2 14 38 124 448 484 41 3 15 457 0 160 0 0 48 3 3 13 0
split_gain=0.000184835 0.000213427 0.00020479 0.000333267 0.000281364 0.000395907 0.000246946 0.000394006 0.000437466 0.00043432 0.000281479 0.000379142 0.00024824 0.000237164 0.000320389 0.000237127 0.000148197 0.000145972 4.67821e-05
threshold=0.14753000000000002 0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.013069999999999998 -0.0068949999999999992 0.07831500000000001 -0.12018999999999998 -0.0072999999999999992 -0.0029299999999999994 -0.053834999999999994 -0.080409999999999995 -0.075934999999999989 -0.10607499999999999 0.086425000000000016 0.10542000000000001 -0.16726499999999997 -0.004174999999999999 -0.23091999999999999
decision_type=2 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 -7 -9 11 -11 13 14 17 -12 -10 -13 -16
right_child=-2 -3 -4 4 5 6 -8 9 16 10 15 12 -14 -15 18 -17 -18 -19 -20
leaf_value=0.0014589297829831266 0.0012691619068785039 -0.0015137121786058002 -0.0014942576058726491 0.0015601544573062506 -0.002106354936034329 0.0029837745482817731 -0.0013389016397367458 -0.0022794883425997685 -0.00065424411312092409 -0.0014838963730079108 -0.0017369551400273832 0.00074356870700371372 0.0020467790603704277 -0.00067224655121975467 0.00028794892324912711 3.1632917958363915e-05 0.001165818052955668 0.0023932055620645406 -0.00073227680494987435
leaf_weight=0.0018017590524985741 0.0012321588996537782 0.0011244015725999637 0.0010087961271985071 0.0011561095040804039 0.0011244781006149998 0.0010232666739824481 0.0015230890769686303 0.0010286493642128755 0.0010032443293575 0.0011377081045234067 0.0016420333716009724 0.0011951847896787271 0.0011662436394415093 0.0018482822086012263 0.0010370056340320843 0.001840919438823363 0.0010463140040144403 0.0012630689483898953 0.0010213168419710428
leaf_count=204 142 97 52 94 439 47 81 119 77 332 149 59 254 811 16 42 30 38 38
internal_value=0 -7.45436e-05 -3.7792e-06 6.50076e-05 -6.02116e-05 -0.000159325 -3.61615e-05 8.59181e-05 0.00117698 -0.000168447 1.02536e-05 0.000336667 0.000611696 0.000348743 0.000766555 -0.000802166 0.00027491 0.00159116 -0.000218276
internal_weight=0 0.0239919 0.0228675 0.0218587 0.0200569 0.0189008 0.0177763 0.0162532 0.00307283 0.0131804 0.0121518 0.00866881 0.0075311 0.00636486 0.00451658 0.00348295 0.00204956 0.00245825 0.00205832
internal_count=3121 2979 2882 2830 2626 2532 2093 2012 154 1858 1739 1548 1216 962 151 191 107 97 54
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1348 4 11 3 0 13 49 131 43 1 45 50 34 16 457 13 15 48 2 457 48 14 12
split_gain=0.00235097 0.00185471 0.00191149 0.00182175 0.0016665 0.00162225 0.00140557 0.00168966 0.00120232 0.00145002 0.00130519 0.00135364 0.00122034 0.00130388 0.00147694 0.00117059 0.00154887 0.00115378 0.000957191 0.0011042 0.000915485 0.00135633 0.00088316 0.000805729 0.000789719 0.00134699 0.00141349 0.000691717 0.00104033 0.000678873
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.27834500000000006 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.083364999999999981 0.13984500000000002 0.10340500000000001 -0.084004999999999982 0.10089500000000001 1.0000000180025095e-35 0.11875500000000001 -0.112215 -0.094359999999999986 0.09228500000000002 -0.47860499999999995 -1.0000000180025095e-35 0.12879500000000002 0.097070000000000004 0.083995000000000014 0.11926500000000002 -0.46885499999999997 -0.089839999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 23 17 15 14 29 -13 22 20 19 -10 21 -12 -17 -8 25 26 -22 28 -21 -14
right_child=1 -3 3 -5 5 -7 7 -9 18 -11 11 12 13 -15 -16 16 -18 -19 -20 27 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014576680573551164 0.0014579240664304839 0.0014576179201744707 -0.0014573436803212395 -0.001287880908021619 -0.0014308251673496417 0.0011405195348291688 0.0012143704393266998 0.0014467280376080959 -0.00078326477939432793 -0.0014569925084549169 5.5045688753929641e-05 0.00092498435053422481 -4.2532077079882528e-05 0.00075132903642606899 0.0005307905257081136 -0.00013141523003264892 0.00089659543786286113 -0.0012134574779544423 -0.00071334801331834202 -4.7138841168827133e-05 -0.00054415383717659781 -0.0014572560093948422 -0.0013502351143195783 0.00014313448159553375 -0.00043706278145653023 0.0014548182267533417 0.0010370353165716879 -0.00029109753978349279 0.0012754804817072555 -0.0012376490680977917
leaf_weight=0.002245755494168832 0.001655820760788628 0.0016819448059806055 0.0018131189489025692 0.0027515053560165361 0.001606806438147145 0.0023758160200912917 0.0019377932309510015 0.0015593339781503337 0.0011527712381393948 0.0018207102341989403 0.0075112899441620567 0.0019423331157195634 0.0011327250751378424 0.0010796410175153434 0.0013174546589525002 0.0024658998227096163 0.0015826735131838632 0.0014583206225324821 0.0014964816291467295 0.0017091945419451813 0.0025977191157586735 0.0015121785486371664 0.002584362379113081 0.0064534482459350714 0.0017298502166340768 0.0028111119882936464 0.0022302347106233356 0.0011600603941133159 0.0048275571925202581 0.0092241647176587588
leaf_count=86 9 21 17 99 45 49 29 30 8 104 114 130 30 32 156 10 36 26 14 25 34 11 439 61 12 69 15 14 177 1219
internal_value=0 -5.5061e-05 -8.96764e-05 -0.000125344 -7.90485e-05 -4.1905e-05 -8.51876e-05 -5.10285e-05 -8.88578e-05 -0.00018008 -0.00013318 -0.000239894 -0.000494715 -0.000780462 -0.000922121 -6.97247e-05 -0.000361007 3.39081e-05 0.00036427 0.000546497 0.000132811 -0.00019839 -0.00075512 0.000390515 0.0004518 0.000653081 0.000186264 0.000745659 0.000929649 -0.00110694
internal_weight=0 0.0751823 0.0735004 0.0718446 0.0690931 0.0672799 0.0649041 0.0632973 0.061738 0.0513919 0.0495712 0.04118 0.0213293 0.012754 0.0116743 0.00857527 0.00663294 0.0198507 0.0103461 0.00884958 0.0183924 0.00902347 0.00505026 0.00839124 0.00936892 0.00763907 0.00482795 0.00769681 0.00653675 0.0103569
internal_count=3121 3035 3014 3005 2906 2889 2840 2795 2765 2527 2423 2333 2052 1437 1405 615 485 281 238 224 255 125 449 90 130 118 49 216 202 1249
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=20
num_cat=0
split_feature=1 15 2 2 3 4 160 40 0 43 42 43 2 2 1 151 16 16 3
split_gain=0.000191463 0.000280011 0.000273985 0.000247603 0.000749113 0.000295335 0.000259642 0.000241385 0.000261943 0.000169549 0.000427347 0.000289586 0.000283143 0.000206589 0.000343376 0.00014503 0.000398745 9.2791e-05 9.11158e-05
threshold=0.094385000000000011 -0.095869999999999983 0.13754500000000003 -1.0000000180025095e-35 -0.13309499999999996 -0.033174999999999989 0.032695000000000009 -0.069739999999999983 -0.055064999999999996 -0.51144999999999985 0.085505000000000012 0.05259500000000001 0.084245000000000014 0.10045500000000002 0.086105000000000015 -0.0033899999999999994 -0.15012499999999998 -0.014034999999999997 -0.075944999999999985
decision_type=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 -5 7 -7 15 -3 11 12 -11 14 -14 -9 18 -13 -17
right_child=2 9 -4 5 -6 6 -8 8 -10 10 -12 17 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0018964757741744144 -0.00069739495044393552 0.0011362810039593247 0.0016327102923758487 -0.0017136121224000324 0.0031644061456529487 -0.0017941987454012838 0.0014221730157447214 -0.0012497101103596607 0.0014510923901244321 0.00083471843804604608 -0.0022209417906743079 0.0002529995733834552 -0.0026477292299531448 0.00030194220668102573 -6.9076918671641662e-05 0.00029222517144201327 -0.0015745999595387864 0.0015728969035342158 0.0017864255165056812
leaf_weight=0.0012813341202591042 0.0013550097741585887 0.0011286157631253966 0.0016147777837658426 0.0013179354643604322 0.0011513639437614751 0.0010129367320050892 0.0014707213895164273 0.0014543288564397043 0.0013152254724850777 0.0014316920424750634 0.0012502266671036155 0.0012640633978762139 0.0014927540744649193 0.0010572447155348108 0.0011200825658388425 0.001022904471142283 0.0011368003684282231 0.0013812740039389482 0.0010002649845297666
leaf_count=254 32 42 159 213 127 52 75 77 40 231 804 108 543 101 47 34 104 48 30
internal_value=0 -0.000346038 0.00026981 8.99712e-05 0.00107662 -0.000164152 7.85727e-05 -0.000206062 6.52389e-05 -0.000149847 -0.000311177 -2.97979e-06 -0.000493063 -0.00101103 -0.0015423 -0.000329774 9.36121e-05 0.000942189 0.00103097
internal_weight=0 0.0114073 0.0138523 0.0122375 0.00250637 0.00973112 0.00841318 0.00694246 0.00592952 0.010126 0.00899734 0.00774711 0.00510177 0.00367008 0.00261284 0.0046143 0.00315997 0.00264534 0.00202317
internal_count=3121 2178 943 784 159 625 412 337 285 1924 1882 1078 922 691 590 245 168 156 64
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=20
num_cat=0
split_feature=52 1 14 157 48 42 43 42 1 43 150 47 14 0 1 12 49 2 4
split_gain=0.000179352 0.000232727 0.000244405 0.000315262 0.000352128 0.000351891 0.000305977 0.000373029 0.00036503 0.000386294 0.000359305 0.000289913 0.000474388 0.000553647 0.000179877 0.000151764 0.000149594 0.000138604 0.000132846
threshold=-0.40306999999999998 0.13686500000000004 0.023790000000000002 -0.073574999999999988 0.12879500000000002 -1.0000000180025095e-35 -0.083684999999999996 0.086730000000000015 0.094385000000000011 0.070450000000000013 0.083095000000000016 0.093140000000000014 -0.10708499999999999 -0.10011499999999998 0.090540000000000023 0.09141500000000001 -0.053364999999999996 0.093680000000000013 0.10637500000000001
decision_type=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 17 7 -7 9 10 -8 12 -10 16 -2 -11 -14 -5 -3
right_child=1 18 -4 4 -6 6 8 -9 11 15 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017244364738458889 0.00040314152120451128 0.00044987156146651794 -0.002433734846310757 -0.0030153666012800932 -0.0029279533753474086 0.0034179635085055948 -0.0034377609111731471 -5.6232876257549803e-06 -0.0012962878059210423 -0.00080385408207761511 -3.770898996322492e-05 -0.0011317336106031397 0.0023534605358792428 -0.00036259575340442588 0.0031992510863007397 0.0017451336970922967 0.0049296514402727143 -0.00055868789366425435 0.0029261407129198102
leaf_weight=0.0014000187242400033 0.0011185542730942624 0.0010820922207024344 0.00100651802794438 0.0011405694277883951 0.0010528278905295166 0.0015091284629880049 0.0019463893137301493 0.0015858242465367489 0.0012159926045072211 0.001075714793184801 0.001233884122248341 0.0015155491839031754 0.0010020623985980137 0.0012318544152138955 0.0011174656531949267 0.0012012975282402749 0.0012076807964724878 0.0010924357302477539 0.0010249806303139763
leaf_count=324 213 43 98 521 51 161 694 122 40 53 48 65 49 131 85 41 68 195 119
internal_value=0 9.19077e-05 -6.30006e-05 5.48519e-05 -0.000161865 9.86182e-06 0.000286363 0.00166375 -8.0171e-05 -0.00100893 -0.00211861 0.00074089 0.00135023 0.0022853 0.00180052 0.000540931 0.00376141 -0.0018135 0.00165445
internal_weight=0 0.0233608 0.0212537 0.0202472 0.0180112 0.0169584 0.0147254 0.00309495 0.0116304 0.00545729 0.00318027 0.00617314 0.00465759 0.0034416 0.00223602 0.00227701 0.00220974 0.00223301 0.00210707
internal_count=3121 2797 2635 2537 2239 2188 1472 283 1189 836 742 353 288 248 298 94 117 716 162
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=31 45 14 151 1348 2 16 123 1447 13 13 484 43 122 1 51 0 0 42 160 15 42 43 3 48 133 51 3 4 12
split_gain=0.00185774 0.00133412 0.00205916 0.00134696 0.00160104 0.00143931 0.00125408 0.0011129 0.00114786 0.00102137 0.00109417 0.000980018 0.00096543 0.000947746 0.00154317 0.000953877 0.000936213 0.00189592 0.00106679 0.000929301 0.00121511 0.000797186 0.00103142 0.00102175 0.000778667 0.00122852 0.000775224 0.000772385 0.000829635 0.000745195
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.090205000000000021 0.098035000000000011 -0.54165499999999989 0.087755000000000014 -1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 -0.0068949999999999992 -0.06984499999999999 0.10544500000000001 0.12958500000000003 -0.40274499999999996 -0.10607499999999999 -0.08824499999999999 0.091735000000000025 0.28906000000000004 -0.074054999999999996 -0.098769999999999983 -0.078844999999999985 -0.12711499999999995 0.086260000000000017 -0.0061299999999999992 -0.071649999999999978 -0.077774999999999983 -0.076779999999999987 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 11 -7 8 -8 -10 29 -5 -12 14 16 -16 24 -18 21 20 26 -19 27 -24 25 -13 -14 28 -23 -11
right_child=1 2 -4 4 -6 6 7 -9 9 10 12 13 19 -15 15 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011721142848251278 0.0011722017056418868 -0.0010279391231561835 -0.001059524053439216 -0.0010618602638801967 0.0011658586572601865 0.0011690460237218476 -0.0011718959245428911 0.00096203873200279022 -0.00095801613799121916 0.0011720859702404655 0.00042237912705360734 -0.00058593703709118247 -0.00066660229838102667 -0.0011720959184666729 -6.0597162477044598e-05 0.0011719910598330704 -0.001171889645907318 -0.0010237181914670699 -0.001168458295320756 0.00093218881089218741 -0.00053463578327551194 0.00047617763563033048 0.00028674852133774915 -0.00081611814277542376 -0.00034960781698979324 0.00055516890960795599 0.00044581581293030902 0.00115194503671385 -0.00063073098685423172 -4.7718909049311601e-05
leaf_weight=0.0017715922118632923 0.0012189810486233901 0.001781904982344428 0.002741145762541918 0.0016759252080369427 0.0015902890334302802 0.0016223060277980031 0.0010253183849755479 0.0019462103501410857 0.0012038291650924285 0.0021770931329427824 0.0063538517287469167 0.0016859869641479008 0.0010901763702015899 0.0011830505536636329 0.0015396531953228987 0.0019584920487289983 0.003288516682914625 0.0010702075614741355 0.0013305988367875452 0.0010382395264407771 0.0071587701490241143 0.0030173545302005778 0.0019541112167189506 0.0028143253935368952 0.0040625103185618627 0.005590317774704083 0.0040751058344241607 0.001341098996022084 0.0013435979840998868 0.0010050324116264164
leaf_count=86 9 62 99 361 32 34 45 96 8 61 240 40 24 5 12 43 268 87 238 13 233 117 17 493 38 64 117 34 139 6
internal_value=0 -4.28735e-05 -6.44442e-05 -2.30683e-05 4.84764e-06 -2.46694e-05 0.000168389 0.000108427 4.23121e-05 9.39653e-05 0.000149271 -0.000188305 4.63715e-05 -0.00014281 -0.000103525 0.000629487 -0.000196773 -0.000377875 -0.00017501 -0.000132422 -0.000222111 -6.0469e-05 3.79865e-05 -0.000364162 6.13294e-05 0.000290764 0.000211031 0.00037429 0.000135142 0.000786827
internal_weight=0 0.069884 0.068665 0.0659239 0.064142 0.0625517 0.0286959 0.0270736 0.0251274 0.0241021 0.0228983 0.0338557 0.0197161 0.0321798 0.0309968 0.00349815 0.0274986 0.0161598 0.0128713 0.0133623 0.0123241 0.0115407 0.0104705 0.00476844 0.0113388 0.0072763 0.00516528 0.00570205 0.00436095 0.00318213
internal_count=3121 3035 3026 2927 2865 2833 877 843 747 702 694 1956 627 1595 1590 55 1535 1393 1125 387 374 887 800 510 142 104 141 290 256 67
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 151 1348 156 1374 2 150 2 43 1 475 52 52 48 151 16 403 16 13 481 2 124 15 51 16 13
split_gain=0.0021596 0.00172654 0.00154986 0.00145223 0.00173452 0.00129635 0.00140109 0.00117879 0.00118413 0.00115704 0.00118516 0.00132249 0.00129837 0.00105044 0.000907717 0.00107294 0.00109645 0.00103399 0.00085901 0.000809947 0.000861979 0.000860748 0.00116666 0.000889608 0.000772969 0.000745312 0.000835894 0.000692513 0.00068639 0.000652728
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 0.093235000000000012 0.098035000000000011 0.083095000000000016 0.10097500000000002 0.18116500000000002 0.12958500000000003 -0.083589999999999984 -0.088204999999999992 -0.080979999999999983 -0.064549999999999982 0.077805000000000013 -0.40995499999999996 -1.0000000180025095e-35 -0.077879999999999991 -0.07743499999999999 -0.00058999999999999992 0.089885000000000007 -0.087894999999999987 1.0000000180025095e-35 -0.24460499999999999 -1.0000000180025095e-35 -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 -2 -4 5 -5 7 -7 9 13 11 -11 25 14 -9 -16 -17 -18 -12 -19 -21 22 -22 -23 -24 -13 -27 -15 -25 -30
right_child=1 -3 3 4 -6 6 -8 8 -10 10 18 12 -14 27 15 16 17 19 -20 20 21 23 24 28 -26 26 -28 -29 29 -31
leaf_value=0.0012688793268941505 -0.0012686607734302181 0.0012688648280683023 0.001268900017029811 -0.0011114667478800747 -0.0011565434650788898 -0.0012683920494824341 0.0012602722154829388 0.00064630262987126416 -0.0011414828400785155 0.00099010557502175202 0.0012512782891495704 -0.00097826465331220572 -0.0010717411808458669 -1.2870862039582048e-05 -0.00092212827711889243 0.00070713768165685926 0.00093513180920900185 -0.0010411408581998945 8.1074002613668982e-05 -0.0012683736107978556 0.00075382546934416809 0.00056927220958554944 -0.00069152501110745471 -0.0012133183740031771 0.00033860042743649325 0.00029022493492590618 -0.00045169552431065734 0.0012685038733389123 -0.0011190436544323025 4.3360531169827129e-05
leaf_weight=0.0020263677822924811 0.0017494567271114638 0.0015372832889255497 0.0012985245130039394 0.0017792103528577732 0.0023445965774726565 0.0012350689353475266 0.0013589206864992312 0.0017694788850715062 0.0014642540850786636 0.002327775815082588 0.0027238773275044528 0.0010013575220710882 0.0017258211269250969 0.0014298069982032757 0.0037215094941620555 0.0020110012148961643 0.0010702765690240304 0.0023587554426711529 0.0016028849095732767 0.0012227919983103233 0.0029767168620722373 0.0010903364155350204 0.0027759029246965244 0.002329553589220254 0.0020276430718255689 0.012908939097818539 0.0030129582631488452 0.0012911235275367963 0.001142489926778012 0.0024296964026504948
leaf_count=86 18 21 9 62 98 159 32 124 36 56 89 18 56 12 208 49 26 60 29 559 156 86 143 195 51 411 109 38 93 32
internal_value=0 -5.99093e-05 -9.07748e-05 -5.87925e-05 -8.61007e-05 -4.48137e-05 -1.26525e-05 -4.26578e-05 -1.58233e-05 1.41718e-05 0.000213383 8.87204e-05 -2.37905e-05 -0.000155854 -0.000231745 -0.000293505 -0.000184366 -0.000276664 0.000817766 -0.000347327 -0.000245013 -0.000160303 0.000129929 -0.000483252 -0.000256695 8.30788e-05 0.000149829 0.000595161 -0.000677704 -0.00032841
internal_weight=0 0.067718 0.0661807 0.0644313 0.0631327 0.0607882 0.0590089 0.05765 0.056415 0.0549507 0.0253036 0.0209769 0.0186491 0.0296471 0.0269262 0.0251567 0.0214352 0.0194242 0.00432676 0.0183539 0.0159951 0.0147723 0.00778026 0.00699208 0.00480355 0.0169233 0.0159219 0.00272093 0.00590174 0.00357219
internal_count=3121 3035 3014 2996 2987 2889 2827 2795 2636 2600 768 650 594 1832 1782 1658 1450 1401 118 1375 1315 756 350 406 194 538 520 50 320 125
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=20
num_cat=0
split_feature=1374 457 484 11 15 3 1 52 15 51 13 4 52 1 43 47 0 1 16
split_gain=0.000199572 0.000335399 0.000288234 0.000220296 0.000225407 0.000583047 0.000561778 0.000480303 0.000438622 0.000324664 0.000323614 0.000294407 0.000286205 0.000204921 0.000229746 0.00022691 0.000186491 0.00014447 6.1994e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.089270000000000002 -0.03241999999999999 -0.13927999999999999 0.086105000000000015 0.11434500000000002 -0.016799999999999995 -0.090529999999999985 -0.084034999999999985 -0.0016099999999999997 0.08257500000000001 0.13146500000000003 -0.04890499999999999 0.092530000000000015 -0.0058249999999999994 0.081315000000000012 0.13751500000000003
decision_type=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 5 -4 -7 8 -6 -10 12 -8 -11 14 -13 -16 17 -12 -18
right_child=1 -3 3 -5 7 6 11 -9 9 10 16 13 -14 -15 15 -17 18 -19 -20
leaf_value=-0.0018332909493427669 -0.0019787031131343678 0.0021008823284507099 0.0035876653243837233 -0.0017658098980731828 -0.0022859920672468077 -0.0026994078138689449 0.0023538944013538317 -0.0026947365631920083 0.0023928763802908556 6.6116978401057589e-05 -0.00038605716940987418 0.0014200403820911912 0.0028515898889884834 0.0015380734856738241 4.035547437691108e-05 -0.0024471218652751424 0.0010447051337500258 -0.0025133463444692483 -0.00043875260935433299
leaf_weight=0.0010579765117526554 0.0013493250842047102 0.0014110503089863604 0.001107454756493099 0.0011439516946829533 0.0012543099399433518 0.0010258714396336154 0.0015457658328443822 0.0012974436646184815 0.0013148124544519763 0.0016454292335472669 0.0011488831912711533 0.0010481906826713691 0.0011567567206371976 0.0015753771674642536 0.0017293903340380706 0.0011078646099349498 0.0010198284168279146 0.0012038176150239721 0.0010557294657402849
leaf_count=55 482 104 56 95 56 444 165 201 91 155 457 88 118 139 59 58 28 233 37
internal_value=0 7.08454e-05 -5.51757e-05 6.62161e-05 0.000169777 0.000668795 0.000266363 -0.000241233 8.36056e-05 0.000431425 7.47475e-05 0.000700598 0.00121597 0.000232608 -0.000296701 -0.000930931 -0.000647417 -0.00147454 0.000290147
internal_weight=0 0.0241413 0.0227302 0.0213809 0.0202369 0.00913991 0.00803246 0.011097 0.00979957 0.00854526 0.00723044 0.00700659 0.00280219 0.00546082 0.00388545 0.00283725 0.00442826 0.0023527 0.00207556
internal_count=3121 3066 2962 2480 2385 1009 953 1376 1175 1119 1028 509 273 344 205 117 755 690 65
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=18
num_cat=0
split_feature=4 150 160 52 4 0 133 13 0 0 0 3 1 43 151 12 3
split_gain=0.000186633 0.000320554 0.000262797 0.000276466 0.000395117 0.00024082 0.00025746 0.000376174 0.000280298 0.000268894 0.000235127 0.000246979 0.000305441 0.00021115 0.000174693 0.000184083 0.000170175
threshold=0.27287000000000006 -0.084634999999999988 -0.090969999999999981 0.10744000000000002 -0.49405499999999997 -0.0058249999999999994 -0.0061299999999999992 -0.084034999999999985 -0.13027499999999997 -0.052984999999999997 -0.071924999999999989 0.090900000000000009 0.095285000000000022 0.084740000000000024 -0.08317999999999999 0.09320500000000001 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -8 10 11 12 -9 -7 -2 -16 -5
right_child=14 2 3 16 5 13 7 9 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0018738564312922861 -0.00066534501146986772 -0.001734935379416661 -0.0024985937294952306 0.0021955516586505525 -0.0017910501683574183 0.0021900306531960345 -0.00044643887210739331 -0.0022983193882643994 0.0019427965305326954 -0.0021528494485788161 0.0013772259370851089 0.00051516244423453067 -6.073257560100617e-05 -5.7113467917389948e-05 0.001819505878438227 0.00010834828349980107 6.0926621932969255e-05
leaf_weight=0.0010232497341018379 0.0010543434756442593 0.0015730615836881947 0.0010744944641025685 0.0010498269913263858 0.001539854025533585 0.0010486168266794554 0.0011338289481201969 0.001713174088053381 0.0017320017089836872 0.0012797908471839908 0.001009821655363119 0.0018303335282539024 0.0016923740595622405 0.0013157295621795129 0.0019920451626891369 0.0015679106523869279 0.0010350370669698341
leaf_count=85 47 398 139 169 643 76 58 510 281 83 164 47 68 15 243 62 33
internal_value=0 -0.000162985 -0.000272518 -0.000140723 -0.000313878 -0.000149668 -0.000365508 -0.000154262 0.000997526 -0.000592882 -0.000273233 -0.00059155 -0.00118636 0.000939523 0.000670289 0.00106586 0.00113581
internal_weight=0 0.0200512 0.0190279 0.0174549 0.01537 0.0142955 0.0119312 0.0103913 0.00286583 0.00752549 0.0062457 0.00523588 0.00340555 0.00236435 0.0046143 0.00355996 0.00208486
internal_count=3121 2769 2684 2286 2084 1945 1854 1211 339 872 789 625 578 91 352 305 202
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=39 42 31 376 421 14 151 4 150 160 41 160 15 42 43 16 50 3 15 4 0 0 0 0 2 3 34 14 48 16
split_gain=0.00175733 0.001596 0.00136419 0.00132758 0.00129398 0.00157745 0.00119677 0.0012463 0.00110838 0.00107243 0.00103473 0.00119972 0.00137091 0.00107032 0.00106242 0.00101739 0.00101707 0.000894162 0.00137038 0.000893992 0.000871497 0.000779296 0.00110307 0.000799587 0.000859482 0.00113081 0.000716051 0.000714754 0.000709591 0.000588091
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.079300000000000009 -0.074254999999999988 -0.0063699999999999989 -0.0060199999999999993 -0.074359999999999996 0.22339500000000004 0.11875500000000001 -0.077774999999999983 -1.0000000180025095e-35 -0.39518999999999993 -0.10607499999999999 0.12500000000000003 -0.046359999999999991 -0.10607499999999999 0.11411 0.10893000000000001 -1.0000000180025095e-35 -0.46885499999999997 0.097140000000000018 -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=1 -1 -3 4 -4 6 -6 8 -8 -10 11 12 -11 20 17 19 26 18 -15 -16 -13 22 23 24 25 29 -9 -28 -17 -21
right_child=-2 2 3 -5 5 -7 7 16 9 10 -12 13 -14 14 15 28 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012940160101128158 0.0012942401286820215 0.0012940497264942842 0.0012942057525173536 0.00099713792190266374 -0.0011599241973278343 -0.0011269570741837874 0.0011011273621347943 -0.00038702112454944441 -0.0008692852309798209 -0.00056476380889356858 -0.0011325260352873132 0.00020577878121210075 0.0011503637410420376 -0.00095445177053860822 0.000959721851838759 -0.0012938373693799029 -0.0006799742700792932 0.00086843878448950636 0.00044489121952047254 -0.00091222927430878323 -0.0011409043280968495 -0.0012418199908649642 0.00069721118392428963 -0.00091336470141271681 -0.00082601040374456357 0.00097537883015515951 -4.5175092013661664e-05 0.0010088657557952585 -1.7759410376720467e-05 5.7452464412969735e-05
leaf_weight=0.0016644475805094308 0.0016860614129683418 0.0013136698172164776 0.0011309173314657519 0.0019988228681810929 0.0015969969312195067 0.002411354910549334 0.001223709855253218 0.0010319981884094886 0.0031862815859291507 0.001103786598822154 0.0015250721752977361 0.0011256216792929763 0.0026584923292958243 0.0016854573037932141 0.0012930142231652895 0.0021599220258519116 0.0011869492882397026 0.0033076718394084992 0.0038389887956000734 0.0013601595951513454 0.0028168531862950976 0.0010394070723549467 0.0025169545821484242 0.0023960397333251384 0.0020501203414085021 0.0019270204336407915 0.0013819211089867167 0.0048748578645501084 0.0011010810932816639 0.0045425581397182556
leaf_count=18 23 84 18 49 61 97 13 17 369 148 61 38 52 245 17 147 14 101 54 21 618 7 22 493 25 19 24 192 18 56
internal_value=0 -4.44932e-05 -9.70621e-06 -3.89972e-05 -7.56704e-05 -0.000103664 -5.70459e-05 -2.27354e-05 -0.000112376 -0.000148043 -8.82725e-05 -4.51407e-05 0.000647175 -0.000123688 -3.83136e-05 -0.000200685 0.000430541 0.000336471 1.79646e-05 -7.45725e-05 -0.000756411 -0.000159043 -8.29624e-05 -0.000242923 -8.03293e-05 0.000114918 0.000611384 0.000776062 -0.000862968 -0.000165991
internal_weight=0 0.0614501 0.0597857 0.058472 0.0564732 0.0553423 0.0529309 0.0513339 0.0428582 0.0416345 0.0384482 0.0369231 0.00376228 0.0331609 0.0292184 0.0203863 0.00847573 0.00883212 0.00552445 0.0171253 0.00394247 0.0158323 0.0147929 0.0122759 0.00987986 0.00782974 0.00728878 0.00625678 0.003261 0.00590272
internal_count=3121 3098 3080 2996 2947 2929 2832 2771 2524 2511 2142 2081 200 1881 1225 825 247 400 299 660 656 643 636 614 121 96 233 216 165 77
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=20
num_cat=0
split_feature=1 4 2 3 2 48 15 47 48 48 3 0 1 4 52 52 16 4 42
split_gain=0.000167721 0.000341784 0.000285878 0.000284552 0.000261387 0.000224645 0.000257649 0.000384999 0.000307914 0.00043707 0.000242444 0.000215982 0.000207244 0.00019729 0.00030808 0.000190384 0.000249855 0.000154806 7.38203e-05
threshold=0.077565000000000009 -0.083854999999999985 0.10855000000000002 0.013900000000000001 0.13754500000000003 0.12879500000000002 0.024640000000000006 0.086380000000000012 0.092475000000000016 0.086260000000000017 0.10732000000000001 -0.15350499999999997 0.10781 -0.49013999999999996 0.083680000000000018 -0.075329999999999994 -0.10850999999999998 -0.0065699999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 5 6 7 8 9 11 12 -2 -9 -1 -15 -13 -17 -18 -14
right_child=4 3 -4 -5 -6 -7 -8 10 -10 -11 -12 15 18 14 -16 16 17 -19 -20
leaf_value=-0.0017466327581297308 0.0023755222691738639 -0.0024750496101394524 0.0020028666129265657 -7.5501253870110358e-06 0.0017100201534427208 -0.0015934499215431576 -0.0012322733626237536 -0.0012175932597291981 0.0028213516133113025 -0.0017226732410851417 -0.0019061333171147999 0.0019358802849259668 0.0015004759908972599 -0.0011395455315452413 0.0018376049522061122 0.0012621874306022716 0.00031353745872076164 -0.0018409675541178061 4.3934760447650166e-05
leaf_weight=0.0010477558088446415 0.0013107753066616823 0.0018168958538127833 0.0010150919376279433 0.0011546178859873635 0.0015711687915285202 0.0011666033236252807 0.001728356009023547 0.0012462023141388565 0.0010611956836328318 0.0010631293669796094 0.0013627505324080857 0.0012147703390299469 0.0010664718825417197 0.0010724579941963066 0.0010286811589672595 0.0016966617556879449 0.0010091149802313737 0.001005986010084392 0.0010364464553731523
leaf_count=32 88 1258 20 25 160 44 388 121 61 71 28 178 30 100 201 117 75 65 59
internal_value=0 -0.000509338 0.000209233 -0.00151627 0.000197423 4.85951e-05 0.000178012 0.000364456 0.000865132 0.000580775 -0.000524038 0.000973391 3.83336e-05 -0.000368971 0.000318016 0.000600333 0.000163241 -0.000762042 0.000782604
internal_weight=0 0.0071355 0.00416399 0.00297151 0.0175396 0.0159685 0.0148019 0.0130735 0.00836163 0.00730044 0.00471187 0.00623731 0.00334912 0.00314889 0.00210114 0.00492653 0.00371176 0.0020151 0.00210292
internal_count=3121 1636 353 1283 1485 1325 1281 893 655 594 238 523 210 333 301 435 257 140 89
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=39 31 421 14 42 156 151 4 49 44 3 376 34 3 0 0 52 15 42 2 2 4 4 43 3 51 157 0 12 3
split_gain=0.00207087 0.00209763 0.00174866 0.00232621 0.00169673 0.00150038 0.00140085 0.00145108 0.00130636 0.00131397 0.00174051 0.00122791 0.0011606 0.00101839 0.00138781 0.00144852 0.00124902 0.00188985 0.00113687 0.00130796 0.00120233 0.00141093 0.00131706 0.00142545 0.00126435 0.00100418 0.000918548 0.000891465 0.000943139 0.00088575
threshold=0.16946000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.13984500000000002 1.0000000180025095e-35 0.30112000000000005 0.049360000000000008 -0.112215 -0.15447499999999995 -0.10607499999999999 -0.08824499999999999 0.10744000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10327000000000001 0.097845000000000015 -0.27825499999999997 -0.083854999999999985 -0.074359999999999996 -0.077774999999999983 0.11144500000000002 -0.080544999999999992 -0.11756999999999999 0.095110000000000014 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=1 -1 -3 4 -4 -6 -7 8 9 10 11 13 -9 16 26 -16 17 -8 -17 20 21 -20 -23 24 -24 29 -15 -28 -29 -14
right_child=-2 2 3 -5 5 6 7 12 -10 -11 -12 -13 25 14 15 18 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0011267114643910717 0.001126743765599467 0.0011269702681947977 -0.0011265521790718865 -0.0010134885005122273 -0.0011263051807935891 -0.00099022493803373429 0.0010772299499297025 -0.00062671720039084264 0.00076432121102965034 -0.00094124648769180769 0.0011263354679553509 0.0005888016721117763 0.00098506237233595881 0.00063795487074366601 -0.0011263821525649023 -0.0010772340070483301 0.00096422774177074737 -0.00072181842834489053 -0.0010172388197713918 -0.00082416125114169708 0.00081614895326874025 0.00067424024928593662 -0.00061591094148980138 -0.0011263017688981948 0.00080811151341878581 -0.00025148243790155717 -0.00022942962877904512 -0.00020720869826901632 0.00098312688321149089 0.00014919955477741442
leaf_weight=0.0018794274453526319 0.0019530771726721232 0.0014952871567572848 0.001834399367282912 0.0033945148234266745 0.0015421125364820645 0.001770265006037163 0.0011084299903814099 0.0012056753689648767 0.0023830844598720083 0.0021947200824570237 0.0015437350793945362 0.0031562132794604727 0.0051418655151209691 0.0026165382625435987 0.0030434020457583586 0.0020018590969899082 0.0022257613314877744 0.0022318738898832033 0.0019451762322262207 0.0030811215686163953 0.0019174684653862082 0.002788427532413696 0.0014710200101095694 0.0017061061788128974 0.0017102931416062006 0.0016315307448167005 0.011892563145025292 0.0015890463979672991 0.0018013729585391047 0.0023397206503688039
leaf_count=84 23 20 17 98 159 62 14 8 44 34 46 62 169 20 384 563 11 67 53 139 39 51 214 403 55 15 139 44 11 73
internal_value=0 -4.80203e-05 -7.83627e-05 -0.000103652 -5.8149e-05 -2.84716e-05 -2.22266e-06 2.56605e-05 -5.03474e-05 -8.91564e-05 -5.00579e-05 -8.92925e-05 0.000411698 -0.000138914 -0.00020553 -0.000412057 0.000310662 -0.000124831 -0.000281263 -0.000172271 1.80275e-06 -0.000160496 5.66152e-05 -0.000295759 0.000149652 0.000549081 2.1366e-05 -8.41977e-05 0.000425232 0.000723663
internal_weight=0 0.074643 0.0727636 0.0712683 0.0678738 0.0660394 0.0644973 0.062727 0.0524082 0.0500251 0.0478304 0.0462867 0.0103188 0.0431305 0.0375644 0.0196649 0.00556607 0.0033403 0.0166215 0.0146196 0.0115385 0.00962102 0.00767585 0.00488742 0.00318131 0.00911312 0.0178995 0.015283 0.00339042 0.00748159
internal_count=3121 3098 3014 2994 2896 2879 2720 2658 2393 2349 2315 2269 265 2207 2115 1901 92 81 1517 954 815 776 723 672 269 257 214 194 55 242
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=19
num_cat=0
split_feature=1374 457 484 11 160 52 47 47 16 52 2 42 2 4 52 12 0 4
split_gain=0.000182139 0.000300421 0.000275124 0.000187593 0.000208012 0.000309164 0.000256887 0.00032012 0.000410746 0.000321739 0.000451581 0.000302107 0.000328055 0.000412348 0.000307321 0.000261082 0.000123974 9.6742e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.088215000000000002 -0.22361499999999998 0.10744000000000002 0.13148500000000005 0.10783500000000001 0.26799500000000004 -0.081429999999999989 0.094835000000000017 -1.0000000180025095e-35 0.10097500000000002 0.27834500000000006 0.0031350000000000002 0.095110000000000014 -0.10224499999999999 -0.27825499999999997
decision_type=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 8 9 10 -6 -11 14 -14 15 16 -13 -7
right_child=1 -3 3 -5 5 17 -8 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0018499947372217431 -0.0020078618326867742 0.0020783550096272938 -0.0015773443187276147 -0.0016878201291123181 5.992022143582559e-05 0.0028972417426266785 -0.0020933714366510449 0.00218329371623274 -0.0024842009539248117 -0.0024433574437959043 0.003365690987385261 -0.0019248736026164315 -0.0023967254797403787 0.00097146155030087742 0.0024028702992730929 0.0016676995455022984 0.00011780574955046018 0.00096309569985211525
leaf_weight=0.0010252873009672916 0.0013494275300323646 0.0013996532173035084 0.0012664499069693349 0.0011417271990339364 0.001983672329181725 0.0010228883414811207 0.0010092962682932685 0.0015110284204613586 0.0011938493116081536 0.0010379155183595249 0.0014084295187384299 0.0010847554442925374 0.0018286272962821926 0.0011998021854981999 0.0016160621013452392 0.0013143429965936093 0.0013042482667549099 0.0010390182345290091
leaf_count=55 482 104 321 100 216 18 27 80 206 529 105 56 89 92 205 64 241 131
internal_value=0 7.19619e-05 -5.39037e-05 7.18816e-05 0.000173247 0.000292738 8.89653e-05 0.000231229 2.01144e-05 0.000254095 0.0014325 -0.000171793 0.000110638 -0.00106232 0.000778423 6.95479e-05 -0.000809697 0.0019226
internal_weight=0 0.0237112 0.0223115 0.0209621 0.0198204 0.0185539 0.016492 0.0154827 0.0139717 0.0127779 0.0033921 0.00938575 0.00834784 0.00302843 0.00531941 0.00370335 0.002389 0.00206191
internal_count=3121 3066 2962 2480 2380 2059 1910 1883 1803 1597 321 1276 747 181 566 361 297 149
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=18
num_cat=0
split_feature=14 2 11 3 2 0 39 3 43 47 3 42 52 42 16 0 0
split_gain=0.00019242 0.00020349 0.000297244 0.00035376 0.00040623 0.000237976 0.000369903 0.000404237 0.000363798 0.00040729 0.000391279 0.000339563 0.000269477 0.000233841 0.000202377 0.000114932 8.17331e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 0.10731 -0.10607499999999999 0.091820000000000013 0.14121000000000003 -0.04890499999999999 0.078875000000000015 0.090900000000000009 0.083995000000000014 -0.07167999999999998 0.091735000000000025 -0.092484999999999984 -0.046359999999999991 -0.069954999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -3 8 7 11 -5 10 -10 15 -12 -13 -14 -7 -1
right_child=-2 2 -4 5 -6 6 -8 -9 9 -11 12 13 14 -15 -16 -17 -18
leaf_value=0.00030955156547715672 -0.0014700509307707689 0.0001472266072210967 -0.0018548641586038799 0.0019826770878150677 0.0028530193138978652 -0.0035239620589077414 0.00082171790291619647 0.00057094568445435149 -0.0010741772423450999 -0.0016899170191463319 -0.00012247318778545711 0.00044771126641826283 0.00067792826617801383 -0.0017749156148628793 0.0028779340426272281 -0.0018010905651743394 0.0016992773651054217
leaf_weight=0.0010007951459702902 0.0011464800359330942 0.0019436754018613512 0.0011528644711695782 0.0013944247803241439 0.001206092913996315 0.0010614497606613593 0.0018677527091153223 0.001564456366642375 0.001654445984062388 0.0015991354912947564 0.0015375455952835182 0.0012459696504251161 0.0010390432275655392 0.0012947096349031906 0.00121870616124653 0.0010169821886947331 0.0013115847858777832
leaf_count=82 101 81 128 113 38 791 102 61 78 69 35 635 74 479 43 100 111
internal_value=0 6.71366e-05 -4.74602e-05 5.86104e-05 0.00118331 -0.00015616 -0.000606654 -0.0010381 0.00027342 -6.47096e-05 0.00041218 -0.00158306 0.00106011 -0.000684921 0.00186547 -0.00268096 0.00109781
internal_weight=0 0.0231096 0.0207973 0.0196444 0.00314977 0.0164946 0.00805132 0.00618357 0.0084433 0.00704888 0.00544974 0.00461911 0.00379529 0.00254068 0.00225775 0.00207843 0.00231238
internal_count=3121 3020 2827 2699 119 2580 2168 2066 412 299 230 2005 152 1114 117 891 193
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 156 151 4 49 1348 11 47 47 42 43 16 160 475 1212 4 0 133 160 16 12 52 14 34 13
split_gain=0.00207086 0.00146186 0.0017589 0.00133371 0.00133042 0.00143907 0.00124966 0.00123212 0.00175506 0.0016042 0.00121881 0.00124523 0.0011158 0.00120666 0.00119756 0.00120613 0.00159091 0.00145033 0.00109294 0.00117827 0.00113134 0.00133222 0.00126935 0.00122876 0.0011914 0.00105161 0.000991468 0.000843365 0.00111263 0.000827751
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.13984500000000002 0.08257500000000001 0.080455000000000013 0.13206500000000002 0.11312500000000002 -1.0000000180025095e-35 -0.16318499999999997 0.22339500000000004 -0.090969999999999981 -0.083589999999999984 0.0025400000000000002 -0.0024449999999999997 -0.10607499999999999 0.098785000000000012 0.092070000000000013 -0.094359999999999986 0.09141500000000001 -0.069804999999999992 -0.46885499999999997 -0.112215 -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 4 -3 6 -6 -8 9 10 11 12 13 14 26 -16 17 -17 -19 20 22 24 23 29 25 -22 -9 -10 -29 -20
right_child=1 2 -4 -5 5 -7 7 8 27 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012439752025561045 0.0012440771254926051 -0.0012437158474281082 -0.0010758123279001775 0.0012438626502883298 -0.0012435308186404558 0.00096331214233025535 -0.0011084665293120707 5.2977077347654653e-05 -0.00030288836640533415 0.00095165482786399613 0.0010001472830998173 -0.0012435365436212422 -0.0011742282050283695 0.00073690490336696297 0.00057598725967966246 -0.0011044787033898877 -0.0010244336420279698 0.0010407938478362376 0.00099610211403300159 -0.0012435900064217756 -0.00082071427103447704 -0.0011677622000349293 -0.0010421248557961314 -0.00077546693369864546 0.00040878112591836947 0.0003102333696239027 -0.0012436223961926629 -0.00049881613824794176 0.00083310256132061754 0.00023844428935489262
leaf_weight=0.0020026301813622629 0.0013475243076754842 0.0014100703835708819 0.002555841281449033 0.0012574118831878414 0.0013448969385621004 0.0022094862750279267 0.0015984514460924961 0.00138858360664873 0.0017600053968180882 0.0021453043850634393 0.0013857520655733415 0.0016514401592075947 0.0015642380787994617 0.0024783034461748335 0.0038165399580520889 0.0019601343326156586 0.0030061584997742577 0.0014841274121231143 0.0040353887986057674 0.001231159868032349 0.0038465867353920657 0.0020628435059446741 0.0010062429133110848 0.0011728506151484916 0.0044747384785068789 0.0018987189777135427 0.0026558664237121823 0.0011271325975030786 0.0069435425157031707 0.0049819161174440105
leaf_count=86 9 17 99 21 159 49 61 121 31 40 44 84 23 43 33 259 141 81 181 141 48 127 139 45 41 12 595 8 208 175
internal_value=0 -3.84817e-05 -6.37291e-05 -2.44756e-05 -4.91478e-05 -2.25083e-05 -5.82036e-05 -3.14903e-05 -1.84898e-06 -9.94209e-05 -0.000148332 -0.000183924 -0.000143289 -0.000104431 -0.000157865 -8.37924e-05 -0.000164601 -7.27945e-05 4.40622e-06 -5.784e-05 4.33601e-06 -0.000256261 0.000290221 0.000421786 -7.22809e-05 -0.000446957 -0.00079846 0.000477013 0.00064709 0.000577508
internal_weight=0 0.0698013 0.0684537 0.0658979 0.0646405 0.0632304 0.0610209 0.059676 0.0580776 0.0482469 0.0461016 0.0447158 0.0430644 0.0415002 0.0390219 0.0349774 0.0311609 0.0281547 0.0261946 0.0247104 0.0234793 0.0122829 0.0111964 0.0101902 0.01022 0.00574531 0.00404445 0.00983068 0.00807068 0.0090173
internal_count=3121 3035 3026 2927 2906 2889 2840 2681 2620 2373 2333 2289 2205 2182 2139 1423 1390 1249 990 909 768 228 540 401 101 60 716 247 216 356
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 421 14 133 50 1374 9 150 1374 43 1 12 3 15 484 16 0 47 132 42 484 42 16 1 16 16
split_gain=0.00221628 0.00170788 0.00143802 0.00166719 0.00138617 0.00126537 0.0017037 0.00124451 0.00116494 0.00113805 0.00107331 0.0012092 0.00110673 0.00129159 0.000950465 0.00138305 0.00133237 0.00109559 0.00102355 0.00099193 0.000824979 0.00147968 0.000808699 0.00169248 0.00142432 0.00098258 0.00134078 0.000899236 0.000811589 0.000725733
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 -1.0000000180025095e-35 0.076175000000000007 0.11269500000000002 0.14517000000000005 0.097240000000000007 -0.013509999999999999 0.095565000000000011 -0.26569999999999994 -1.0000000180025095e-35 0.111945 0.10832500000000002 0.14121000000000003 -0.24436499999999997 -0.0068949999999999992 -0.27167499999999994 -0.10607499999999999 0.13082500000000002 0.081240000000000021 -1.0000000180025095e-35 0.088860000000000008 0.093775000000000011 0.25792000000000009 1.0000000180025095e-35 0.38525000000000004 -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 2 -2 4 5 -4 7 8 9 10 -7 14 -13 -14 15 16 18 -16 -12 -19 -21 -22 23 -20 25 26 29 -24 -27 -25
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 12 13 -15 17 -17 -18 19 22 20 21 -23 27 24 -26 28 -28 -29 -30 -31
leaf_value=0.0011956660537217213 -0.0011954852656079116 0.0011956559024719241 0.0011955704230538842 0.00090993273967889508 0.0011915655485815301 -0.0011811555075772581 -0.001152300466828411 -0.0011252715023557073 -0.0011953302068605052 -0.0011910352068396325 -0.0011481277302953757 -0.00031967133055241595 -0.00029212335272856948 0.0010521385499875195 0.00089361892645802542 -0.0011527152306335421 0.00066484601946634094 -0.00071476725675051695 -0.0010504425732701344 0.0006502516134188459 -0.0008812741873685595 0.00057013723393214001 -0.00015405048217836891 -1.0007915431186439e-05 -0.00098093595844150937 -0.0010966174926547582 -0.0011953387974360874 0.0011671345645054871 0.00022961366984010619 0.00049051870991720001
leaf_weight=0.0020802620049309431 0.0016218659010718275 0.001524092264475029 0.0010329459411195776 0.0024562615648591182 0.0011782920109837383 0.0011188938297550513 0.0022801293541832015 0.0016456501520076819 0.0012891497058973292 0.0012152935895670671 0.0014933798617171581 0.0019764307753575849 0.0013524889806504348 0.0041649785102322303 0.0026861851505870513 0.0019217424939643726 0.0028958553357369956 0.0020169144574140327 0.0029692196488007019 0.0035300444247923233 0.001969269668506966 0.0020454524874367053 0.0015864930492384124 0.010622048437454606 0.0023286297893374544 0.0019172063925658725 0.0010668327942475733 0.0013724454913699446 0.001004382815757765 0.0067783644370394023
leaf_count=86 18 21 17 49 50 7 95 356 30 26 341 17 111 67 98 114 22 29 468 36 62 19 71 367 117 100 122 28 25 152
internal_value=0 -5.58733e-05 -8.3304e-05 -5.67442e-05 -9.30176e-05 -0.000116565 -0.000137994 -0.00010006 -7.16195e-05 -4.66571e-05 -2.21794e-05 1.10267e-06 0.000447729 0.000722622 -6.83301e-05 -0.000166277 -0.000110579 0.000219217 -0.000182692 2.97557e-05 0.000228786 -0.000141798 -0.000134058 -0.000199788 -9.32931e-05 3.34573e-06 0.000105234 0.000458755 -0.000640686 0.000184973
internal_weight=0 0.0710609 0.0695368 0.067915 0.0654587 0.0642804 0.0632475 0.0609674 0.0593217 0.0580326 0.0568173 0.0556984 0.0074939 0.00551747 0.0482045 0.0359566 0.0340349 0.0122479 0.031139 0.00956168 0.00754477 0.00401472 0.0296456 0.0266867 0.0237175 0.0213888 0.0184672 0.00295894 0.00292159 0.0174004
internal_count=3121 3035 3014 2996 2947 2897 2880 2785 2429 2399 2373 2366 195 178 2171 1927 1813 244 1791 146 117 81 1450 1351 883 766 641 99 125 519
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=31 421 14 39 3 151 4 150 16 376 158 3 0 0 2 2 0 43 14 34 49 2 3 0 0 13 47 3 49 42
split_gain=0.00139393 0.00142727 0.00149566 0.00122904 0.00130041 0.00108036 0.00132529 0.00109774 0.00132565 0.0013788 0.00109299 0.000860696 0.00142467 0.000907118 0.000916921 0.00106791 0.000937586 0.000861928 0.000839315 0.000898264 0.000772091 0.000740563 0.00148708 0.000904339 0.000701424 0.00129267 0.000533092 0.000493833 0.000460489 0.000423194
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.16946000000000003 0.30112000000000005 -0.40381499999999992 0.27834500000000006 -0.22665999999999997 0.51524500000000006 0.088470000000000007 0.084765000000000021 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 0.10527500000000002 0.097845000000000015 0.041630000000000007 -0.066504999999999995 -0.46885499999999997 -1.0000000180025095e-35 0.0034800000000000005 0.11215000000000001 0.11296500000000002 -0.23091999999999999 -0.059114999999999994 -0.084034999999999985 0.11419000000000001 -0.075944999999999985 0.085350000000000023 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=-1 -2 3 4 5 -3 7 -7 9 10 11 20 17 -14 15 16 24 27 -8 -20 29 22 23 -19 25 -15 -16 -13 -6 -9
right_child=1 2 -4 -5 28 6 18 8 -10 -11 -12 12 13 14 26 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011954663827058694 0.0011957815459776619 -0.0011076875946856341 -0.0010353166977446074 0.0011955547938262796 0.0011952528009100578 0.00099568500650902407 -0.00031621700089870921 0.00029421092457739754 -0.0011953181252998789 0.00088358839096471778 -0.0010646316573662664 0.00014368201756139262 -0.0011074908212644224 0.00034247028723942614 -0.0011743360759218023 0.00069125007432294615 -0.0011482537089836573 0.00058462659118826087 -0.000436717315256423 0.00077487401759916328 0.00091998124252282328 -0.00085899645348351734 0.00094970596427376968 -0.0004255592296002166 0.00043836867151271215 -0.0011431267020289148 -0.00014203307349563217 0.0011802070748340437 0.00015939605977567772 -0.00035178517093858481
leaf_weight=0.0013732348659765128 0.0013432088713329895 0.0014201064433621005 0.0021219728599106693 0.0011764086989103353 0.0015686235256495698 0.0011899160753046081 0.0019120037479751772 0.0034204437210689697 0.0017218514081225314 0.0018491182480602211 0.0018682797768985173 0.0012906901073321819 0.002684529449012975 0.001576686876884283 0.0023941495410575451 0.0017770571938786617 0.0016048649953290806 0.00161013851476355 0.0010380340923461517 0.0055333410249716053 0.001770406489882248 0.0015418551324728478 0.0020005510375540325 0.0059198476601061024 0.00207202752000061 0.0017824638409051812 0.0010185612773057073 0.0013363274746751594 0.0010062583378953605 0.00251262110171524
leaf_count=86 20 61 98 21 94 14 30 50 142 18 228 29 380 253 164 84 46 27 14 167 25 16 12 85 39 811 17 35 22 33
internal_value=0 -2.23521e-05 -5.0217e-05 -1.32831e-05 -3.8943e-05 -7.93542e-05 -5.09571e-05 -0.000136234 -0.000168493 -0.000124326 -0.000173139 -0.000127272 -0.000222751 -0.000478393 -0.000340256 -0.000136581 -0.000345662 5.54888e-05 0.00038071 0.000583487 0.000227322 -9.05341e-05 3.37882e-05 -0.000209551 -0.000108503 -0.000445831 -0.000866234 0.000670948 0.000790442 2.0635e-05
internal_weight=0 0.0600623 0.0587191 0.0565972 0.0554208 0.0528459 0.0514258 0.0429424 0.0417525 0.0400306 0.0381815 0.0363132 0.0286098 0.0149103 0.0122258 0.0088131 0.00703604 0.0136994 0.00848338 0.00657138 0.00770347 0.0110724 0.00953054 0.00752999 0.00543118 0.00335915 0.00341271 0.00262702 0.00257488 0.00593306
internal_count=3121 3035 3015 2917 2896 2780 2719 2508 2494 2352 2334 2106 1998 1794 1414 1233 1149 204 211 181 108 140 124 112 1103 1064 181 64 116 83
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=19
num_cat=0
split_feature=124 12 39 47 4 151 1 160 12 3 15 1 52 52 2 0 1 12
split_gain=0.000179739 0.000284395 0.000236104 0.000241241 0.000262582 0.000489681 0.000359865 0.000273352 0.000318565 0.000251808 0.000228714 0.000274781 0.000181844 0.00041894 0.00019315 0.000220631 0.000128186 0.000123479
threshold=-0.043384999999999993 -0.093619999999999995 0.11593500000000001 0.13148500000000005 0.0061450000000000003 -0.084129999999999996 0.079415000000000013 0.086870000000000017 0.098810000000000023 0.12178000000000001 -0.095869999999999983 0.10752500000000002 -0.087769999999999987 -0.046924999999999988 0.10097500000000002 -0.057069999999999989 0.122185 0.083815000000000014
decision_type=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 -7 8 12 10 11 -8 -2 -14 15 -15 -13 -12
right_child=2 -3 -4 -5 5 6 9 -9 -10 -11 17 16 13 14 -16 -17 -18 -19
leaf_value=-0.00051190998478262454 -0.0010447903871348145 0.0018923886733745385 0.0013995571049017057 -0.0016806288952302246 -0.0016409076087165958 -0.0011909414831481867 -0.0004766478699897163 -0.0017767663617483981 -0.0018797951401142046 -0.00056809889901305243 0.0025607812979384502 0.002241057478660879 0.0022523897078718471 -0.00048320420167408432 -0.0011770759629109887 0.0013201087228002309 0.00052933025495556594 0.0010963389086791251
leaf_weight=0.0010041453979807713 0.0014815244478127969 0.0014071521615419682 0.0011859396030313709 0.0012079201173378342 0.0013500722125883166 0.001173859907948771 0.0016514587462665995 0.0016412171499470283 0.0012075136903844097 0.001235824389722584 0.0014862258869214875 0.0010703773401417038 0.0010769221060966654 0.0017837018866472248 0.0014586070120579109 0.0014774605449137165 0.0010154344097150769 0.0012733488588789754
leaf_count=77 312 182 58 54 55 270 59 187 259 74 51 46 78 1126 62 54 43 74
internal_value=0 0.000891158 -9.97129e-05 -0.000182062 -9.32578e-05 0.000295968 0.000589564 -0.000487466 -0.000238104 0.000859854 0.00113148 0.000575049 3.42654e-05 0.000310052 -0.000133137 0.000333782 0.00140774 0.00188504
internal_weight=0 0.0024113 0.0227774 0.0215915 0.0203835 0.0102566 0.00890653 0.0101269 0.00848573 0.00773267 0.00649685 0.00373727 0.00727822 0.00579669 0.00471977 0.00326116 0.00208581 0.00275957
internal_count=3121 259 2862 2804 2750 672 617 2078 1891 347 273 148 1632 1320 1242 1180 89 125
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 156 151 1348 376 4 11 3 0 0 0 43 3 16 52 1 4 2 42 42 43 0 34 14 15 3
split_gain=0.00167781 0.00144648 0.00145762 0.00129047 0.00196328 0.00119579 0.00123748 0.00110946 0.00101405 0.00108676 0.00129252 0.00113108 0.00131556 0.00137282 0.00116462 0.00107612 0.00161549 0.00106127 0.00115575 0.00101541 0.000985905 0.000893704 0.000810811 0.000912958 0.000920308 0.000793654 0.000762889 0.000795515 0.000521286 0.000512865
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.088470000000000007 0.27287000000000006 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.15931499999999996 -0.074359999999999996 0.10732000000000001 -0.097644999999999996 -0.066844999999999988 0.077845000000000011 0.022185000000000003 0.10855000000000002 -1.0000000180025095e-35 0.084695000000000006 -0.079109999999999986 -0.11756999999999999 -0.112215 -0.46885499999999997 0.094810000000000019 -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 2 -2 -4 5 -5 -7 8 9 10 11 19 14 -14 17 22 -17 -13 -19 21 -16 -8 -15 -24 29 -22 -11 -28 -27 -25
right_child=1 -3 3 4 -6 6 7 -9 -10 26 -12 12 13 15 20 16 -18 18 -20 -21 25 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0012438645901445549 -0.0012437573267848018 0.0012438427669843274 0.0012440346105989414 -0.0012435265817088677 -0.0011440639519689204 -0.0010824619281532856 -0.00035853116221685517 0.0012345818919856191 0.00085992379609342476 -0.00062917158621705459 -0.0012435237224116837 -0.00096012003142504721 -0.0012011101959089946 -0.00078951744290169622 0.0010193479931674776 -0.00124356043211513 -4.6027661301078945e-05 -0.00033238323021051559 0.00085307505017129573 0.0011178011748578551 -0.00035219934143280589 0.00071487803564026175 0.0010174164931008624 0.00011163008929746574 0.00071426920592920155 7.3486030118797072e-05 -0.00023177657448823834 0.00072989111326492802 0.0012082632110052133 -0.0010768446554707252
leaf_weight=0.0015745943809655208 0.0016285402533924289 0.0012970451902134519 0.0011656562464850131 0.0012256503552343636 0.0025511693427375795 0.0015907282641194334 0.0029498963060632299 0.0011574914364871338 0.0020549956045385889 0.0010344842880840588 0.0015102157287998344 0.0023111269961191283 0.0028374951243845701 0.0012954058004428504 0.0027754477570276388 0.0032153905331173968 0.0038003169706612994 0.004133844686748489 0.0018364806495014818 0.0020505360134848161 0.0027876831003510461 0.0020208173282298958 0.0018479995172668842 0.0010130071971161669 0.0014751029864257248 0.0013197578316201941 0.0017251517523391158 0.00580641125384318 0.0011905077253686613 0.001259300330335833
leaf_count=86 18 21 9 159 98 62 44 32 46 8 85 15 390 183 84 936 55 36 26 24 54 8 82 11 79 37 32 204 6 191
internal_value=0 -5.56613e-05 -8.30367e-05 -5.15015e-05 -7.71947e-05 -2.87864e-05 -1.7163e-06 3.04726e-05 3.79873e-06 -3.12503e-05 -0.000114243 -7.17344e-05 -0.000167894 -0.000412895 8.29377e-05 -0.000252067 -0.000594873 -0.000244682 3.22654e-05 0.00038157 0.000419001 7.78577e-05 9.6951e-05 0.000302179 -5.05331e-05 0.000104495 0.000372089 0.000509615 0.000611661 -0.000547016
internal_weight=0 0.0628677 0.0615706 0.0599421 0.0587764 0.0562252 0.0549996 0.0534089 0.0522514 0.0501964 0.0416303 0.0401201 0.0330989 0.016744 0.0163548 0.0139065 0.00701571 0.00828145 0.00597033 0.00702125 0.0080734 0.00497071 0.00689082 0.00559541 0.00374741 0.00529795 0.00856605 0.00753156 0.00251027 0.00227231
internal_count=3121 3035 3014 2996 2987 2889 2730 2668 2636 2590 2346 2261 2185 1927 258 1537 991 77 62 76 181 52 546 363 281 97 244 236 43 202
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=31 39 52 2 376 151 1348 151 52 157 4 131 133 158 133 13 4 11 49 49 43 3 2 13 160 49 1 43 376 0
split_gain=0.00242546 0.00181112 0.00134761 0.00131464 0.001251 0.00112007 0.00169849 0.00174664 0.00135163 0.0010984 0.00110458 0.00104618 0.000928485 0.000920431 0.000932846 0.00109877 0.0015907 0.00151574 0.00139791 0.000949305 0.00113795 0.000931239 0.00178016 0.000845167 0.00129966 0.00115821 0.000990223 0.00087354 0.000843448 0.000790315
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.24456499999999998 0.17025000000000004 0.088470000000000007 -0.40381499999999992 0.090205000000000021 -0.15599999999999997 0.41423000000000004 -0.095664999999999986 0.51303500000000013 0.09901500000000002 0.11269500000000002 0.08962500000000001 -0.10298999999999998 -0.010384999999999998 0.40473500000000007 0.078065000000000009 0.065470000000000014 -0.10774499999999999 0.055925000000000009 0.12745000000000004 0.11585500000000001 -0.033284999999999988 -0.080409999999999995 0.0065400000000000015 0.10089500000000001 -0.081289999999999987 0.11283000000000001 -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=-1 2 11 4 5 -4 7 -7 9 -9 12 -2 13 14 -11 16 17 19 21 -16 23 22 29 24 -21 26 27 -26 -6 -17
right_child=1 -3 3 -5 28 6 -8 8 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013464076825433996 -0.0010713372541335507 0.0013463593302696197 -0.0012414296773436812 0.0011537999765355838 0.0013463619339194371 0.0011021193232888425 0.0013393304264999895 0.00093280590740214863 -0.0013460883069167505 -0.0011013612237567572 0.0010041826647648043 0.00039089004181029141 -0.0013305313323691184 -0.001076000741786737 -0.00086218463418017701 0.00012960485251323464 0.0013461238628426177 -0.0013463167311333305 0.00050446241554573119 -0.0010198996465963861 0.0010129260546912666 -0.0013027824164237973 0.00099547780800348599 0.00089121101854085488 0.00070815762783532773 -0.0008973816563769755 0.0012868591972225911 -0.00046798385578701899 -0.00020202653307870518 -0.00062045990156546764
leaf_weight=0.001669294531282616 0.0063299561140546237 0.0012014551374051044 0.0023120302485608582 0.0011700054329040191 0.0013902106412331241 0.0015310390042486679 0.0011414184139084673 0.0012548809921710804 0.0023873998098196117 0.0024637783358123491 0.0010858494458290116 0.0010307374798657065 0.0017528550599088524 0.0028759299023146659 0.0019767769896432688 0.0029210134653112575 0.0014636380935826301 0.0016403704520939746 0.0027098621730559094 0.0024840529742959925 0.0022433816888138844 0.0024397074471380611 0.0014887289562892638 0.0015615765884504649 0.0020482469098723755 0.0016733676705840139 0.001573498628630432 0.0025911960473408158 0.0011767789423373642 0.019759145344316668
leaf_count=86 338 21 54 52 22 37 25 45 182 284 70 23 307 199 46 28 42 25 74 182 28 15 37 106 67 60 35 179 27 425
internal_value=0 -0.000293331 -0.00031909 -0.000260785 -0.000285143 -0.000321331 -0.0002876 -0.000317588 -0.000353578 -0.00031273 -0.00034027 -0.000866578 -0.000366495 -0.000335152 -0.000293407 -0.000252426 -2.64394e-06 -0.000113596 -0.000416481 1.15965e-05 0.000133447 -0.000510271 -0.000430271 -3.19081e-05 -0.000170912 9.65046e-05 0.000364194 5.12656e-05 0.000636538 -0.000523858
internal_weight=0 0.0776789 0.0764774 0.0691167 0.0679467 0.0653797 0.0630677 0.0619263 0.0603953 0.0580079 0.056753 0.00736069 0.0556671 0.0539143 0.0510383 0.0485746 0.0192561 0.0177925 0.0293185 0.0161521 0.0141753 0.0266086 0.0241689 0.0119319 0.0103704 0.00788631 0.00621294 0.00463944 0.00256699 0.0226802
internal_count=3121 3035 3014 2653 2601 2552 2498 2473 2436 2254 2209 361 2139 1832 1633 1349 770 728 579 703 657 505 490 629 523 341 281 246 49 453
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 156 151 4 150 1348 11 3 0 42 43 3 160 0 4 0 12 51 34 3 0 2 13 4 3
split_gain=0.00263788 0.00213945 0.00188247 0.00219225 0.00157254 0.00194269 0.00142436 0.00145051 0.00211529 0.00164312 0.00134076 0.00138864 0.00152483 0.00140443 0.00135686 0.00140438 0.00197031 0.00156071 0.0013256 0.00166594 0.00107817 0.00090428 0.00167653 0.00104257 0.000823399 0.000790935 0.000770337 0.00100065 0.000731916 0.000701282
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 -0.22665999999999997 0.084620000000000015 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -1.0000000180025095e-35 -0.074359999999999996 0.10732000000000001 -1.0000000180025095e-35 -0.15931499999999996 0.022185000000000003 -0.23001499999999997 -0.040564999999999997 0.11144500000000002 -0.021334999999999996 0.11924500000000002 -0.11756999999999999 0.086590000000000014 0.10443000000000001 0.0067750000000000006 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 -9 11 12 26 18 -15 17 -17 -16 20 -20 28 -10 23 -23 -25 -21 -11 -28 -14 -19
right_child=1 -3 3 -5 5 -7 7 8 21 10 -12 -13 13 14 15 16 -18 29 19 25 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013200742227650456 -0.0013200215137917101 0.0013202275924462873 0.0013201600883351052 0.0010704322062122409 -0.0013196502908146162 -0.0011691548460851574 -0.0012935909583216294 0.0010998888157044515 0.0012939384858914999 -0.00041446691871970253 0.0010311902888120715 -0.001319658168754889 -0.00058821253024732246 -0.0013059283725927115 -0.0011326182392242124 -0.001319733923154849 -0.00014552249929656805 -5.2179988527999206e-05 0.0010389330416113063 -0.00048131269715250913 -0.000978323472741784 -0.00060250115979837882 -0.0010048454579858132 0.0010621467898485918 4.7030192981405103e-05 0.00044555763263321016 0.0011550700547642151 0.00011496814759510954 0.00029344641878875768 0.00082798801466153369
leaf_weight=0.0024555561011965201 0.0021470875999511909 0.0018873829994419103 0.0013131627501934409 0.0028398600606323035 0.0016069794666933026 0.0030412962491368481 0.0016272761257667403 0.0018042490007132974 0.002002507522433917 0.0018660350667687314 0.0015442471808455585 0.0019136332555547133 0.002759568482360919 0.0032123016863749845 0.0015951405746896796 0.0047577254618760539 0.0052163951196888547 0.00367374923404995 0.0035346437663079551 0.0037503856716085693 0.0033575891425243753 0.0011523088751346222 0.0014167001063469797 0.0046353838040431583 0.0019880606449049765 0.0027998705739165075 0.0027463768847155734 0.0038944613296507669 0.0040393440167463268 0.0027606638273596201
leaf_count=86 18 21 9 49 159 98 45 14 98 25 40 84 20 669 278 668 53 181 87 63 21 7 8 102 34 45 20 29 26 64
internal_value=0 -6.81925e-05 -0.000101364 -6.73166e-05 -0.000110974 -0.000136825 -9.17513e-05 -6.27543e-05 -3.25997e-05 -0.000138621 -0.00018045 -0.000216517 -0.000174267 -0.000278688 -0.000515916 -0.000374958 -0.00070563 3.57946e-05 -3.00392e-05 0.000308843 -0.000366533 0.000490421 0.000315381 0.000555919 0.000757454 -8.51271e-05 0.000334622 0.000545111 -6.44047e-05 0.000325453
internal_weight=0 0.0808844 0.078997 0.0768499 0.0740101 0.0726969 0.0696556 0.0680486 0.0664213 0.0552264 0.0534221 0.0518779 0.0499643 0.0414574 0.021216 0.0180037 0.00997412 0.00802955 0.0202414 0.0100849 0.0101565 0.011195 0.00919245 0.00777575 0.00662344 0.00655026 0.00850687 0.00664084 0.00679891 0.00643441
internal_count=3121 3035 3014 2996 2947 2938 2840 2681 2636 2387 2373 2333 2249 2175 1913 1244 721 523 262 195 67 249 151 143 136 108 74 49 46 245
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 156 15 1348 1374 11 14 0 0 43 2 16 47 1374 1 3 43 0 52 13 159 42 42 16 42
split_gain=0.00148544 0.00132608 0.00117799 0.00138843 0.00115769 0.00120014 0.000940835 0.000820019 0.000921227 0.000908276 0.00093279 0.000875154 0.000858919 0.00129817 0.00108925 0.000897671 0.000874849 0.000752167 0.000962197 0.0014589 0.000897599 0.000745884 0.000545437 0.000627092 0.000507999 0.00047494 0.000567195 0.0012278 0.00113545 0.000812089
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.093235000000000012 0.087830000000000005 -0.46885499999999997 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.092365000000000017 0.22339500000000004 0.078875000000000015 -0.094929999999999987 0.077565000000000009 0.11296500000000002 -0.066504999999999995 -0.14226499999999997 -0.082554999999999976 -0.10278499999999999 0.090485000000000024 -1.0000000180025095e-35 0.086665000000000006 0.41553500000000004 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 9 10 12 -8 17 -14 25 -16 24 18 -9 20 -20 -19 23 -21 -17 26 -15 -28 29 -29
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 13 14 15 16 -18 21 19 22 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014573555291070327 0.0014575323499562336 0.0014573528236717895 -0.0014571611590447914 -0.0012992141609233635 -0.0014569763020190944 0.0011368733797845272 -0.00038043677311683883 -0.00058749852499873436 0.0012517250990076027 -0.0014538369063594064 -0.0012248559366104033 0.00095745918997874825 -0.0012745780782920087 -0.00054352016327615044 -0.0010940154695456322 0.00075755087845803793 -0.0010638516573110521 0.00052803289960758689 -0.0011532133650379241 -0.00025714721001296741 0.0006268136602949983 -0.00077698203444494165 0.0014570512746808126 0.00090215618514262951 -0.0002106722513277684 -0.00069564509043219434 0.0012571635259748483 0.00027764613580380688 0.0012724380184521635 -0.0012946877426171291
leaf_weight=0.0014222338166263162 0.0010294708717992753 0.0012093318096049179 0.0012418369045974478 0.0020238135369368129 0.001026362321871587 0.0017936549340262778 0.0015311380313960399 0.0018613524439388138 0.0010234551905057279 0.0010995831916709156 0.0015329345873169578 0.0032205020016924371 0.0023694092768033912 0.0012473738519780406 0.0032329429581219541 0.00184814589852067 0.0016787565539768678 0.0013927878068784594 0.0014544243261411689 0.0013241844119740165 0.0010250784762320109 0.002795244836843124 0.002328140524838318 0.0039284048739887112 0.0030455781700768902 0.0010250734618146842 0.0028206041916387639 0.0014165130328933628 0.0010643280594422322 0.0013730360589967461
leaf_count=86 9 21 17 99 159 49 31 17 34 34 69 143 391 186 691 29 103 14 79 27 6 56 50 77 216 89 136 119 19 65
internal_value=0 -5.10512e-05 -8.56298e-05 -0.000116343 -6.81768e-05 -3.25819e-05 -7.75317e-05 -4.65098e-05 -0.000113083 -0.000148123 -0.000111085 0.000526344 -6.52273e-05 -0.00025848 -0.000130094 -0.000465497 -0.000156334 0.000188152 0.000374738 0.000552772 -0.000417313 -0.000342981 0.000870067 0.000609894 0.000154983 0.000237492 0.000358239 0.000526766 -7.80308e-06 -0.000496268
internal_weight=0 0.0539635 0.0527541 0.0517247 0.0497008 0.048459 0.0466654 0.045639 0.0408874 0.0398639 0.0387643 0.00475164 0.0372314 0.0211218 0.0187524 0.00980542 0.00657248 0.0161096 0.0119216 0.0100602 0.0024795 0.00418803 0.00758073 0.00525259 0.00489372 0.00894693 0.00792186 0.00667448 0.00385388 0.00278955
internal_count=3121 3035 3014 3005 2906 2889 2840 2681 2507 2473 2439 174 2370 2044 1653 1039 348 326 256 239 85 70 154 104 245 614 525 339 203 184
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 1348 123 484 15 13 13 49 43 0 43 48 52 13 150 16 1 2 51 12 12 0 12 0 0
split_gain=0.00186487 0.00185064 0.00207863 0.00173329 0.00173546 0.00167879 0.00172641 0.00146145 0.00144349 0.00160418 0.00145735 0.0023894 0.00158284 0.00113139 0.00195461 0.00106338 0.00105006 0.00104447 0.000967259 0.000932219 0.00080641 0.000785087 0.000759031 0.000726767 0.000679067 0.00124021 0.000724657 0.000664773 0.00112974 0.000639195
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.090205000000000021 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.53104499999999988 -0.10664 0.10299000000000001 -0.074359999999999996 -0.13455999999999999 -0.076124999999999984 0.086260000000000017 -0.15275999999999998 0.11596500000000001 0.10801000000000001 -0.13941499999999998 0.10752500000000002 0.094835000000000017 0.14431500000000003 0.084100000000000022 0.090455000000000021 -0.084044999999999995 0.09334000000000002 -0.10474999999999998 -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 -3 -6 7 8 23 20 -11 21 13 15 16 17 -15 -13 -16 -18 -10 -12 -9 -7 26 -26 -19 -27 -29 -22
right_child=1 2 -4 -5 5 6 -8 22 9 10 11 12 -14 14 18 -17 19 24 -20 -21 29 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0011266416264076387 0.001127023794472918 -0.0011265771584851255 -0.001022567319246187 0.0011266620228895681 -0.00097494742023973655 -0.0010059828610019437 0.0011208976134400382 -0.00024610748174853643 0.0011264349262795556 -0.0011265675297772739 0.0002465161223714899 -0.0011262733929435498 0.00058311126947563959 0.00033101662350218603 -0.00096619393095730404 0.0010752793642587037 -0.00089155181525598401 -0.00036661414434570978 0.00019358404811647406 7.4442934403466484e-05 -0.0003689374251046699 0.00097638431433448656 0.00073741912611672092 5.9190752050067539e-05 -0.0011131735860595191 0.00036942667453244814 0.00063418387045198845 0.00033410320662739064 -0.0011263833013638465 0.00067842289441945194
leaf_weight=0.0017651143838754981 0.0016706844471627838 0.001883991725122768 0.0028040276114609233 0.0015958556479063182 0.0023022860109094259 0.0030409629810153041 0.0017082800241610121 0.0012843306285361669 0.002012752832669662 0.0016774945456745618 0.0075146035996453975 0.001179742301076204 0.0030233013870653016 0.004122237715705513 0.0078632415870112486 0.0010256723840313961 0.0026747753026938881 0.0013069349494756466 0.0010317838002151811 0.0024077431735349819 0.001351368945051945 0.0024882711059603935 0.0044219368523030766 0.0011086714470280867 0.0015653348513282594 0.0031251302811909909 0.0030811004565975963 0.0013466002139921329 0.001340578575668161 0.0016312024784639325
leaf_count=86 9 17 99 21 62 428 32 46 74 8 70 92 141 56 1049 17 29 51 8 12 11 66 142 31 210 70 25 9 112 38
internal_value=0 -4.47712e-05 -7.19917e-05 -3.34271e-05 -6.0846e-05 -3.02558e-05 4.08516e-06 -2.68731e-05 -8.22757e-05 -3.10467e-05 -9.5834e-05 -5.74933e-05 -0.000195895 -0.000269331 -0.000455177 -2.85639e-05 -9.13584e-05 -0.000116022 -0.000831665 -0.000433931 0.0005756 0.000428075 0.000516053 -0.000721397 -1.47243e-05 -0.000223389 0.000336106 1.62422e-05 -0.000394504 0.000203876
internal_weight=0 0.0735909 0.0719202 0.0691162 0.0675203 0.0656363 0.0633341 0.0616258 0.0559195 0.0517699 0.0467745 0.0450971 0.0350942 0.0320709 0.0180998 0.0139711 0.00920476 0.0129454 0.00889503 0.00508252 0.00499532 0.0100029 0.00570627 0.00414963 0.0117657 0.00737764 0.00438804 0.00581231 0.00268718 0.00298257
internal_count=3121 3035 3026 2927 2906 2889 2827 2795 2607 2148 2025 2017 1881 1740 1154 586 97 569 1057 41 123 136 188 459 477 401 76 191 121 49
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=21
num_cat=0
split_feature=3 39 42 376 133 132 48 50 1 0 52 47 3 51 52 3 0 1 4 42
split_gain=0.000201737 0.000253293 0.000317562 0.00030984 0.000296694 0.000314593 0.000266747 0.000287989 0.000315168 0.00055334 0.000367082 0.000362049 0.000352762 0.000294188 0.000338023 0.000436243 0.000286269 0.000382182 0.000571271 0.000143806
threshold=0.30112000000000005 0.13507500000000003 -0.11466499999999999 1.0000000180025095e-35 0.099660000000000012 0.081240000000000021 0.12879500000000002 0.07826000000000001 0.12408500000000001 -0.052984999999999997 -0.088204999999999992 0.092710000000000015 -0.074939999999999993 -0.071649999999999978 0.11434500000000002 0.099930000000000005 0.12500000000000003 0.094825000000000007 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 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 19 13 -13 -12 15 16 17 18 -15 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0023070685854856689 0.0017024258399723075 0.0018920606981692903 -0.0027409010062344119 0.0016276420639409464 -0.0022181485252093921 0.0017325947280526404 -0.0019536644596480396 -0.001820227426391083 0.0035839467906678322 -0.00055900879394892207 -0.0016163520863998343 0.00039503762254795594 -0.0027179319689491894 0.0017936385978737862 -0.0014155925895825618 0.0031977725905859128 -0.0012368139610123704 0.0026821974554407861 -0.0015819332067127771 -0.00064294220102894346
leaf_weight=0.0011377234183189691 0.0011075889031255661 0.0010474923808594374 0.0011236786601653776 0.0016863460410605482 0.0011805967172445744 0.0014914164723078818 0.001420696365826756 0.0015125638967010682 0.0010987103022355171 0.001094992166776442 0.0010167198442703205 0.0011497531440780584 0.0013421634057158025 0.0018516590588875063 0.0010915845100778476 0.0013157988423984079 0.0011885509399647276 0.0015950051019899547 0.001581203638453722 0.0010998223983342825
leaf_count=163 132 37 205 148 427 183 46 380 45 32 142 71 47 437 160 39 22 74 151 180
internal_value=0 -9.48945e-05 -0.000178217 -7.6627e-05 -0.000206349 -9.31097e-05 -0.000232867 -9.75168e-05 5.99313e-05 0.00151598 -0.000162565 0.000119782 -0.00128163 0.000482024 0.000729416 0.00104027 0.000583608 0.00101394 0.000238824 -0.00170318
internal_weight=0 0.0260265 0.024979 0.0238413 0.0221549 0.0209743 0.0194829 0.0180622 0.0165496 0.0021937 0.0143559 0.0121324 0.00249192 0.00964052 0.0086238 0.00753222 0.00621642 0.00502787 0.00343286 0.0022235
internal_count=3121 2989 2952 2789 2641 2214 2031 1985 1605 77 1528 1143 118 1025 883 723 684 662 588 385
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=31 39 42 376 421 14 1374 151 4 49 47 42 160 0 43 157 1210 160 13 13 49 1 2 16 13 43 52 0 34 14
split_gain=0.00247179 0.00231988 0.00232236 0.00218006 0.00203185 0.00210351 0.00167441 0.00175342 0.00196396 0.00197785 0.00163578 0.00169192 0.00160941 0.00157266 0.00175071 0.00152172 0.00135375 0.00145829 0.00166656 0.00162939 0.00140711 0.00159307 0.00162733 0.00145907 0.0021366 0.00139007 0.0015074 0.00162125 0.00133283 0.00194365
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 0.097240000000000007 -0.40381499999999992 0.27834500000000006 0.13984500000000002 0.13206500000000002 -1.0000000180025095e-35 -0.091944999999999985 -0.10607499999999999 -0.069134999999999988 0.087580000000000005 -0.08107499999999998 -0.074254999999999988 -0.53104499999999988 -0.49353499999999995 0.093655000000000002 0.10060500000000001 0.073895000000000002 0.0073350000000000004 -0.061684999999999997 -0.080554999999999974 -0.085984999999999992 -0.14116499999999996 -0.112215 -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 -2 4 -4 6 7 -6 9 10 11 13 -13 14 -9 16 -14 -18 -19 -20 21 22 -21 -23 -25 -24 -27 -28 -10 -30
right_child=1 -3 3 -5 5 -7 -8 8 28 -11 -12 12 15 -15 -16 -17 17 18 19 20 -22 23 25 24 -26 26 27 -29 29 -31
leaf_value=0.001346535055594964 -0.0013464838769363975 0.0013466560571563286 0.0013468869047064261 0.0010412381824633733 -0.0012152453526688468 -0.0011512571887003595 -0.0013426180804052381 0.0010774749732279619 -0.00069215903346957794 0.00093048644408054947 -0.0012601057727200629 -0.00080858840303392693 -0.0013463000833216861 -0.0011805447156313011 -0.0012179344599468512 -0.0012378526646871027 0.00091836912041462862 -0.001331208118261619 0.0013468248159984931 -0.001278422982266834 0.0010311376326432654 0.00071978632134307892 0.00039917036900831242 0.00067620451259791693 -0.0013462457984977306 -0.0013462188533728662 0.00035799852013298735 -0.00066956461113624013 -0.00039524224827438344 0.00090789339970712233
leaf_weight=0.002299034420644829 0.0026209497745526269 0.0020595777222922598 0.0017201712719270281 0.0031360855197277706 0.0022972485202501494 0.0035069469634976249 0.0018777108475518381 0.0014677568885872461 0.0016296694047923674 0.0030848891684271953 0.0024135631394983639 0.0045116905702125001 0.0011720975702331762 0.0048402785479293433 0.0010204057021638846 0.0016437779059401683 0.0037789325355745964 0.0015362029735115348 0.0018048655165330265 0.0024489766391795334 0.0024041228134112904 0.0075240498727993099 0.0064291425807532195 0.0019516559365229114 0.0018369491949670191 0.0023293102740211671 0.0055659874853972559 0.0055602202229998654 0.002695427704566101 0.0089854443906745018
leaf_count=86 18 21 18 49 59 97 26 22 8 45 25 302 78 714 32 88 148 8 6 190 85 94 190 40 48 70 40 277 34 203
internal_value=0 -6.60494e-05 -9.77461e-05 -6.10437e-05 -0.000101222 -0.000130765 -8.64787e-05 -5.65967e-05 -2.18647e-05 -0.000120649 -0.000174478 -0.000129166 -4.14614e-05 -0.00073351 0.000136118 3.3801e-05 8.09412e-05 0.000119692 4.30722e-05 9.88418e-05 3.63615e-05 -3.47181e-05 -0.000243157 0.000376785 -0.000304404 -0.000115654 -0.000361641 -0.000155517 0.000448103 0.000607187
internal_weight=0 0.0938541 0.0917945 0.0891736 0.0860375 0.0843173 0.0808104 0.0789327 0.0766354 0.0633249 0.06024 0.0578264 0.050498 0.00732844 0.00248816 0.0459863 0.0443425 0.0431704 0.0393915 0.0378553 0.0360504 0.0336463 0.0223336 0.0113127 0.00378861 0.0198847 0.0134555 0.0111262 0.0133105 0.0116809
internal_count=3121 3035 3014 2996 2947 2929 2832 2806 2747 2502 2457 2432 1664 768 54 1362 1274 1196 1048 1040 1034 949 767 182 88 577 387 317 245 237
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=39 31 42 376 421 14 151 4 49 42 41 160 160 13 13 14 34 133 475 43 0 42 4 3 15 52 16 15 48 1374
split_gain=0.0018875 0.00190767 0.00165371 0.00150806 0.00127803 0.00148709 0.00127768 0.00161703 0.00147524 0.00113673 0.00114706 0.0011726 0.00151933 0.00116371 0.00142894 0.00108085 0.00139969 0.00105323 0.00111881 0.000947707 0.000855212 0.000824955 0.000750064 0.000698404 0.00104912 0.00101084 0.000611112 0.000824204 0.000905309 0.00129184
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.076175000000000007 -0.40381499999999992 0.27834500000000006 0.13984500000000002 -1.0000000180025095e-35 0.079300000000000009 -0.091944999999999985 -0.074254999999999988 -0.53104499999999988 -0.50061499999999992 -0.46885499999999997 -0.112215 0.098785000000000012 -1.0000000180025095e-35 -0.074359999999999996 -0.10607499999999999 0.082250000000000004 0.033845000000000007 -0.075944999999999985 0.040760000000000005 0.10473500000000001 -0.105305 0.040760000000000005 0.094925000000000023 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 9 20 11 -11 -13 -14 -15 -9 -17 18 -16 23 -8 22 26 24 25 -20 -21 28 29 -28
right_child=-2 2 3 -5 5 -7 7 15 -10 10 -12 12 13 14 17 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012688849034560988 0.0012688847642417936 -0.0012686909711422019 0.0012687760006724422 0.00096501628393523737 -0.0011479876844367202 -0.0010848606294589008 -2.2964131883007901e-05 -0.00039158426759775504 0.0008601369877615059 -0.00080066810407671994 -0.0010913168174381612 0.00084015806977262629 -0.0012573382888198161 0.0012687980865888559 -0.0012683702070956538 -0.00065017374869691424 0.00087592403040662431 -0.00097595347984573324 -0.00089459538515649056 0.00085248360673183796 -0.0011250929845714581 -0.0009566813070903432 -0.00050949326480198651 0.00089707544277948864 0.000833032245405527 0.000580629795473117 -0.0012685618050554326 -0.00082115882082133191 0.00082943519179839976 0.00019057997450697142
leaf_weight=0.0016912162121762711 0.0017606740531164169 0.0018771289691983375 0.0010816724741289354 0.0022247044392429407 0.0017521163765223937 0.0024756263159559913 0.0016964941299733027 0.0020496223557984194 0.0022368497027578363 0.0032723846015492155 0.0018747184170138089 0.0031046500979510219 0.0013158665510673009 0.0012868776548202723 0.0011251658797970512 0.0011376977768122742 0.0064345368502749523 0.0020388673903992674 0.0019893808590545348 0.0015697257567808256 0.0034070986925964766 0.0017868686746993481 0.0041819401462817032 0.0028004642834389415 0.0019911936306300504 0.0011965821860755455 0.0012119736347813177 0.0016405468603579712 0.0023570572507480847 0.0050137921549264792
leaf_count=84 23 18 18 49 61 97 54 34 46 301 48 158 9 7 189 8 205 241 156 11 719 280 34 72 22 14 9 30 30 94
internal_value=0 -6.12485e-05 -9.52647e-05 -6.09842e-05 -9.77818e-05 -0.000122035 -8.12703e-05 -4.83189e-05 -0.000145111 -0.000195234 -0.0001229 -7.49764e-05 -6.36393e-06 -8.97807e-05 -3.88921e-05 0.000425475 0.000646634 -9.71146e-05 -3.0416e-05 2.36993e-05 -0.000758732 -0.000139401 -4.79851e-05 0.000386837 0.000110835 -0.000340531 0.00011567 2.53748e-06 0.000159981 -9.3472e-05
internal_weight=0 0.0678228 0.0661316 0.0642545 0.0620298 0.0609481 0.0584725 0.0567204 0.0470985 0.0448616 0.0397581 0.0378833 0.034611 0.0315063 0.0301904 0.00962186 0.00757223 0.0289036 0.0268647 0.0257395 0.00510359 0.0177619 0.015975 0.00797762 0.00517716 0.00318596 0.0117931 0.0102234 0.00858282 0.00622577
internal_count=3121 3098 3014 2996 2947 2929 2832 2771 2524 2478 1705 1657 1356 1198 1189 247 213 1182 941 752 773 488 208 264 192 170 174 163 133 103
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=31 45 14 39 52 1374 151 2 150 160 1 48 16 41 3 0 12 39 52 133 13 49 0 43 42 3 15 131 3 160
split_gain=0.00221213 0.00224218 0.00270591 0.00173666 0.00167607 0.00142953 0.00141072 0.00153788 0.00183938 0.00143487 0.00136264 0.00132494 0.00153668 0.00117681 0.00206628 0.0013856 0.00113734 0.00160009 0.00120978 0.00161314 0.00139238 0.00142404 0.00148411 0.00109669 0.00123876 0.00113643 0.00113988 0.0010474 0.000917166 0.000824399
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.24456499999999998 0.097240000000000007 -0.40381499999999992 0.098035000000000011 0.083095000000000016 -0.40698999999999991 0.12577000000000002 -0.079804999999999987 -0.40995499999999996 0.079300000000000009 -0.12018999999999998 -0.10607499999999999 -0.10022999999999999 0.084020000000000011 -0.15026499999999995 0.10622000000000002 -0.28558999999999996 0.087055000000000007 0.056435000000000006 -0.078844999999999985 -0.088934999999999986 -0.077774999999999983 0.083935000000000023 0.10340500000000001 0.14121000000000003 0.10396000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 6 -6 10 9 -9 11 -8 -13 14 -14 -16 -11 18 -18 20 -20 22 -22 24 -17 26 -26 29 -25 -3
right_child=1 2 -4 -5 5 -7 7 8 -10 16 -12 12 13 -15 15 23 17 -19 19 -21 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0013201118519341182 0.0013207842623338317 -0.0011589035243349882 -0.0012353754804275035 0.0013201006866160956 -0.001104631790252047 -0.0012192953780920867 0.00069829770395901387 -0.001319761839500997 0.0009664095608126899 -0.0007159433669060828 0.00090323748757684271 -0.0011234634736470342 0.00071988750625056989 -0.0013198193436295014 8.4387168526870902e-05 -0.0013198433324895643 0.0012437103145044751 0.0012097826355716068 0.0010142952893435701 -0.0012841416298654366 -0.00067005402086779892 0.0007019722147246502 0.00038600734636696252 -0.0013197054290460216 -0.00099191566820102739 0.00091440785380266898 0.00050735252919305361 0.00050690978420968162 6.5569528198318195e-05 0.0001569570918918304
leaf_weight=0.0020607537325361127 0.0019886757363565257 0.0046910018499595188 0.003482870073042931 0.0015857729352291008 0.0019059946691584164 0.0016744182083101569 0.0026275950646947868 0.0011579409586843772 0.0053525802728273666 0.0022219652261270531 0.002061418103437517 0.0033381266275540533 0.0043442610547970049 0.0014837356395673842 0.010118079159866501 0.00144359039536468 0.0015846957529674867 0.0027830814461893274 0.0027577105415588143 0.0014684186660574019 0.0061596113407773705 0.0035470867665949877 0.0037142863288863737 0.0041042092707704037 0.0021244159654294492 0.0017952347681813308 0.0015110182618798262 0.0010516526810420146 0.0010438643103043432 0.0010069943267154713
leaf_count=86 9 283 99 21 51 27 62 44 133 45 43 67 50 38 84 106 17 79 34 65 163 73 24 962 262 48 77 20 5 44
internal_value=0 -6.36897e-05 -9.72083e-05 -4.68123e-05 -7.49365e-05 -1.4651e-05 1.47315e-05 4.66975e-05 0.000263421 0.000115249 -0.000138428 -0.000201706 -0.000277245 -0.000176246 -0.00011218 -0.000275443 0.000183808 0.00027462 0.00013929 4.01143e-05 0.000160307 -1.51683e-05 -0.000272793 -0.000578279 -0.000233386 5.54175e-05 -0.000368765 -0.00070304 -0.00103882 -0.000926354
internal_weight=0 0.0841303 0.0821416 0.0786588 0.077073 0.0703233 0.0686489 0.0667429 0.0307474 0.0253948 0.0359955 0.0339341 0.0313065 0.0279684 0.0264847 0.0221404 0.0242369 0.0220149 0.0192318 0.0176471 0.0161787 0.013421 0.0098739 0.0120223 0.00687426 0.00543067 0.00363543 0.00674965 0.00514807 0.005698
internal_count=3121 3035 3026 2927 2906 2559 2532 2481 677 544 1804 1761 1699 1632 1594 1544 500 455 376 359 294 260 187 1460 493 387 339 347 967 327
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=22
num_cat=0
split_feature=51 1 3 14 376 47 147 51 42 43 16 52 47 16 48 1 475 3 43 51 0
split_gain=0.00025485 0.000378451 0.000641157 0.000477745 0.000391769 0.000355468 0.000311298 0.000276915 0.000371113 0.00033853 0.000498725 0.000267957 0.000252003 0.000268703 0.000594345 0.000425546 0.000363138 0.000324691 0.000350972 0.000271077 0.000129824
threshold=-0.40274499999999996 0.13686500000000004 0.11296500000000002 0.062655000000000016 0.048375000000000008 0.11669500000000001 0.089025000000000007 -0.090529999999999985 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 0.15915500000000002 0.097480000000000011 -0.094359999999999986 0.086035000000000014 0.077565000000000009 -1.0000000180025095e-35 0.090900000000000009 -0.067199999999999996 0.093135000000000009 -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
left_child=-1 3 -3 4 5 6 7 -2 -9 -10 11 12 13 14 15 -11 -15 18 -18 -19 -20
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 -14 16 -16 -17 17 19 20 -21 -22
leaf_value=-0.0018022029473162026 0.0014944574695550732 0.0038111895016745474 -0.00022378951277062141 -0.002528955402230533 0.0018232633136310097 -0.0023123213531341877 0.0016587325516656008 -0.0019321993958705886 0.0015571240888013096 -0.0013236098085298343 -0.0026264940229918702 -0.0017777816231396286 0.0016761174108504561 -0.0016382283230254435 -0.0028440929874631142 0.0015347304469462864 0.0016782467000440206 0.0033556040353794904 5.4392813354936249e-05 0.0006770990152668748 -0.0018662636130712083
leaf_weight=0.0011194950925967886 0.0014156138446346214 0.0010075135786280489 0.0013220546073915429 0.0011094234006243644 0.0016448514252562765 0.0010102944402987637 0.0015262855252586851 0.0017329233529832502 0.001652982430613288 0.0014649237875436986 0.001189927182064566 0.0011919129091988454 0.0013370821890439375 0.0010467764445043493 0.0014085078601411283 0.0015632476518714356 0.0012043422910705814 0.001039512695342637 0.0010125337160502516 0.0011616393396138847 0.0010315319472433832
leaf_count=114 223 67 94 95 133 77 103 703 44 104 124 241 63 187 42 76 140 21 22 26 422
internal_value=0 5.30422e-05 0.0015213 -8.51875e-05 2.95231e-05 -0.000104648 1.66371e-06 -0.000128347 -0.000255705 -7.75236e-05 -0.000261939 -5.29326e-05 0.000114619 -7.6349e-05 -0.00079919 0.000151965 0.000417316 0.000812155 4.65297e-05 0.00194205 -0.000914861
internal_weight=0 0.0270739 0.00232957 0.0247443 0.0236349 0.02199 0.0209797 0.0194535 0.0180378 0.0163049 0.0146519 0.013462 0.0122701 0.010933 0.00443668 0.00302817 0.00649634 0.00544956 0.00324841 0.00220115 0.00204407
internal_count=3121 3007 161 2846 2751 2618 2541 2438 2215 1512 1468 1344 1103 1040 222 180 818 631 584 47 444
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=23
num_cat=0
split_feature=52 52 47 376 42 51 1429 1 43 1 16 15 51 16 150 42 2 2 457 4 1 4
split_gain=0.000213761 0.000456613 0.0004253 0.000325167 0.000258329 0.000321687 0.000557087 0.000308018 0.000236387 0.000298721 0.000480428 0.000398145 0.000328171 0.000313027 0.000302282 0.000276453 0.000259909 0.000327017 0.000324298 0.000268171 0.000105445 4.17161e-05
threshold=-0.24456499999999998 -0.15026499999999995 0.11635500000000001 0.088470000000000007 -1.0000000180025095e-35 -0.076794999999999988 0.084180000000000019 0.097115000000000021 -0.15582499999999996 0.094385000000000011 -0.36241499999999999 -0.14147499999999996 0.067785000000000012 -0.071854999999999988 0.082565000000000013 0.094165000000000013 0.10097500000000002 0.097845000000000015 0.082380000000000009 -0.076779999999999987 0.12811000000000003 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
left_child=2 -2 -1 4 7 6 -6 -3 15 16 11 20 21 -14 -13 -7 17 18 19 -10 -11 -12
right_child=1 3 -4 -5 5 8 -8 -9 9 10 12 14 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.002838660842810343 0.0026586033658986823 -0.0027823558249557953 0.00051081963542635078 0.0021056272516730436 -0.0034985597323198654 0.0029423612129621563 0.00065251871996129115 0.00010260968608836206 -0.00015460399868058328 0.001624250772242562 0.0031083722389283232 -0.003165999023361908 0.001563930994973687 -0.0010537994019124326 -0.00013939573026820862 7.8373757286244051e-07 -0.0021915641828551208 0.0018458190965756982 0.00116504297940459 -0.0024901069005052526 -0.00019722519027000679 0.0019726669700109779
leaf_weight=0.0012312619660961302 0.0010844811893111475 0.0012421360294883046 0.0012482448248203326 0.0011174635162518589 0.0010831560208066629 0.001045660796791025 0.0010325438834932754 0.0011799305321815723 0.0015616047920529114 0.0010775157914117983 0.0010623551862583014 0.0011382814399354402 0.0017932358813972371 0.0012801234814290297 0.0010258291626712435 0.0010439528280024035 0.0013747744648577864 0.0010149420372718154 0.0011252254488374192 0.0016567535736418167 0.0010037616645530711 0.0010530087881797101
leaf_count=327 102 675 37 49 194 31 69 79 359 53 126 42 81 34 48 50 114 33 55 421 79 63
internal_value=0 9.23244e-05 -0.00115245 -2.40629e-05 -0.000128466 1.99597e-05 -0.00147267 -0.00137692 0.000192932 2.75143e-05 0.000491867 -0.000516939 0.00131727 0.000473587 -0.00173133 0.00147277 -0.000623096 -0.000220693 -0.000703564 -0.00135688 0.000745787 0.00254303
internal_weight=0 0.0249967 0.00247951 0.0239123 0.0227948 0.0203727 0.0021157 0.00242207 0.018257 0.0161674 0.00943411 0.00424539 0.00518872 0.00307336 0.00216411 0.00208961 0.0067333 0.00535853 0.00434358 0.00321836 0.00208128 0.00211536
internal_count=3121 2757 364 2655 2606 1852 263 754 1589 1508 526 222 304 115 90 81 982 868 835 780 132 189
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=31 39 42 123 45 14 151 4 13 13 1348 11 3 0 16 43 15 52 0 12 2 1 50 34 2 52 3 0 49 3
split_gain=0.00176264 0.00124689 0.00155135 0.00142105 0.00122842 0.00139255 0.00124154 0.00188632 0.00154068 0.00149777 0.00145221 0.00130423 0.0015852 0.0017355 0.00149119 0.00132581 0.00126388 0.0014826 0.00117161 0.000860207 0.000859781 0.0010082 0.000852062 0.000884304 0.00080557 0.000822028 0.00208721 0.00065709 0.000567042 0.000459474
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.091310000000000016 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.27287000000000006 -0.53104499999999988 -0.23438999999999996 0.08257500000000001 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.36241499999999999 -0.074359999999999996 -0.11713499999999999 -1.0000000180025095e-35 -0.08824499999999999 0.10149500000000002 0.10855000000000002 0.077845000000000011 0.11875500000000001 -0.112215 0.086950000000000013 0.083680000000000018 -0.074479999999999977 -0.18901999999999997 0.09858500000000002 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=-1 2 -2 4 -4 6 -6 8 -8 19 11 12 20 14 -14 18 -16 27 -15 -10 21 -11 23 -9 25 26 -20 -18 -17 -25
right_child=1 -3 3 -5 5 -7 7 22 9 10 -12 -13 13 15 16 28 17 -19 24 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0012940332520796484 -0.0012940522091240407 0.001294019264845955 0.001294211702209848 0.00082632977280032232 -0.0011536841575662956 -0.0011308177512302749 -0.0012941027675421591 -0.00046685967382568581 0.00092844370499511441 -0.00038714631898210006 0.0010395556480907672 -0.0012937674550542058 -0.00096201112705028482 -0.0012874743354634377 -0.0011001163528077528 -0.0012938052843412932 -0.00025661757110491591 0.0010364534167124463 -0.0012937298620246417 -0.00014827518251144843 0.0009418023057302001 0.00083829207369675348 -0.00036739821666809054 0.0010419217037167976 -0.00062957979651294567 0.00097924062674794991 0.00093933566240222575 0.0007383351611127629 -0.00022552003639774915 0.00028732702328231253
leaf_weight=0.0016366202324036285 0.0017378989737437669 0.0011109033374481206 0.0010428491623315486 0.0029199184459400831 0.0017576756227199999 0.0022055826320155339 0.0019106860841020526 0.0010117472870661004 0.0033909590030560812 0.0033629206376133312 0.0015294964913152844 0.0018897069690524395 0.002179299535171709 0.0017086737847087363 0.0011025030919000764 0.0048863053256118722 0.0046790645237706503 0.0034823132417045478 0.0013998338894403162 0.0019593145739236206 0.002566893140283355 0.0016874121621412996 0.0016360663139494136 0.0048247319244509868 0.0028863337742563999 0.0016297043378443732 0.0014022213879343326 0.0014567519161232667 0.0010020970398834095 0.0018754139446599538
leaf_count=86 18 21 9 95 60 98 9 8 62 46 41 100 58 215 39 1066 42 33 141 11 13 26 15 146 353 71 24 40 109 66
internal_value=0 -6.50141e-05 -8.81967e-05 -5.51351e-05 -9.77009e-05 -0.000122128 -8.32462e-05 -4.93215e-05 -0.000156743 -0.000107579 -0.000195951 -0.000246583 -0.000190734 -0.000333928 1.3543e-05 -0.000634451 0.000211855 0.000362243 -0.000322932 0.00053414 0.000332156 2.22959e-05 0.000480577 0.000660474 -9.77242e-05 0.000248665 -0.000176246 -2.03981e-05 -0.001112 0.000830706
internal_weight=0 0.0662353 0.0651244 0.0633865 0.0604666 0.0594237 0.0572181 0.0554605 0.0461125 0.0442018 0.0388515 0.037322 0.0354323 0.0278151 0.0128999 0.0149152 0.0107206 0.00961813 0.00902677 0.00535027 0.00761723 0.00505033 0.00934796 0.00771189 0.00731809 0.00443176 0.00280206 0.00613582 0.0058884 0.00670015
internal_count=3121 3035 3014 2996 2901 2892 2794 2734 2499 2490 2417 2376 2276 2191 212 1979 154 115 804 73 85 72 235 220 589 236 165 82 1175 212
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=31 45 14 1374 156 2 150 8 123 13 13 43 13 453 41 1429 8 1 2 16 156 1 0 51 457 133 151 43 52 52
split_gain=0.00151589 0.00149221 0.00168004 0.00139095 0.00134687 0.00125277 0.00162688 0.00125739 0.00113902 0.00123793 0.00109505 0.00145034 0.00123494 0.00114924 0.00106903 0.00153941 0.00108464 0.00123486 0.0011558 0.00130748 0.000892363 0.00101025 0.002337 0.00140763 0.000858934 0.000951647 0.00083391 0.000741497 0.0010936 0.00112021
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.097240000000000007 -1.0000000180025095e-35 0.098035000000000011 0.083095000000000016 0.088180000000000022 0.087755000000000014 -0.53104499999999988 -0.49353499999999995 0.18116500000000002 -0.39067499999999994 1.0000000180025095e-35 0.079885000000000025 0.084690000000000015 1.0000000180025095e-35 0.13075500000000004 0.073895000000000002 -0.16927999999999996 0.11896500000000002 0.10538500000000002 0.089620000000000019 0.12229000000000002 -0.0029299999999999994 0.087170000000000011 0.077805000000000013 -0.084004999999999982 0.091820000000000013 -0.087769999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 8 14 9 -7 -11 12 -12 20 15 16 17 18 19 -6 21 22 -14 -23 -20 27 -8 -26 29 -29
right_child=1 2 -4 -5 5 6 26 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 24 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012940648500479367 0.001294352286563136 -0.0012937585045504532 -0.0010968462126548732 -0.0012091701490980291 -0.00023968572949712881 -0.001085934767792411 0.0011104603619219548 0.0011744022090234209 0.001011932154922692 0.0012944257754503158 0.0012939459413283947 -0.001143392633989423 -0.00091645584511357216 -0.00097908418613082198 -0.0010181537109912788 0.00095508894842968851 0.001039704907170003 0.00037197421567391353 -0.0012938293696827905 -0.0012368504518574942 -0.0008488142190543461 0.0010423618182530199 0.00042703484156111134 -9.9766054114759135e-05 0.00042201686698214134 -0.00095489455631722468 6.2366915983566942e-05 -0.0012938509405677674 -0.001263322180989287 0.0001269110401547841
leaf_weight=0.0014249437597264594 0.0013541771986638187 0.0013513947378029903 0.002605092220207438 0.0016663952076214619 0.0044493211893268381 0.0016822915093825897 0.0042688244844697456 0.0011682836581385905 0.0019519980114495175 0.0011489281530714336 0.0013419694681715477 0.0017169007786606008 0.0035271773946981139 0.0017833295115963202 0.0024311394676601586 0.0020561373881768921 0.0011444073490451947 0.0046920682750624101 0.0010654341963807204 0.0043543404952401943 0.0014911329664180064 0.0042105563189807063 0.0056188070280143165 0.0031623657787349657 0.0049438780979666986 0.001934464331565521 0.0018088405107050676 0.0010417897761998392 0.0013685546558548376 0.0085613098234125287
leaf_count=86 9 158 99 29 32 8 122 39 76 9 29 63 262 23 46 71 15 29 108 463 63 88 39 32 141 301 29 79 140 433
internal_value=0 -5.21038e-05 -7.53171e-05 -4.02749e-05 -1.40504e-05 9.66451e-06 0.00019253 -0.00014756 5.92573e-05 -1.3148e-05 6.20458e-05 8.6209e-08 9.29752e-05 1.15506e-05 -0.000188157 -0.000131495 -0.000198076 -0.000241781 -0.000345672 -0.000732889 0.000109642 0.00019616 -9.10865e-05 0.000552485 -0.000165453 -9.81026e-05 0.000798526 6.03678e-06 -0.000181406 -2.722e-05
internal_weight=0 0.0799013 0.0785471 0.075942 0.0742756 0.0729243 0.0337131 0.0392111 0.0276355 0.0256835 0.0240012 0.0228522 0.0211353 0.0197934 0.0380428 0.0356117 0.0335556 0.0324112 0.0277191 0.00880366 0.01801 0.0165189 0.00914598 0.00737292 0.0189154 0.01785 0.00607766 0.0159155 0.0109717 0.0096031
internal_count=3121 3035 3026 2927 2898 2740 843 1897 692 616 608 599 536 507 1858 1812 1741 1726 1697 495 484 421 301 120 1202 1094 151 793 652 512
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=156 45 14 457 457 1 151 4 11 3 151 13 42 16 13 4 2 39 39 3 160 16 51 4 15 16 34 1374 47 14
split_gain=0.00165239 0.00156172 0.00166976 0.00165269 0.00218473 0.00152473 0.00176985 0.00159104 0.00209836 0.00155365 0.00142975 0.00140023 0.00164868 0.00176512 0.00185432 0.00158465 0.00143693 0.00136946 0.00211836 0.00179459 0.00164275 0.00150057 0.00185794 0.0012837 0.00155725 0.0011793 0.00112848 0.00112428 0.00108084 0.00117785
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.14941999999999997 -0.0029299999999999994 0.077565000000000009 -0.5225749999999999 0.24564500000000003 0.080455000000000013 -0.12018999999999998 -1.0000000180025095e-35 -0.53104499999999988 -0.093284999999999993 0.0057500000000000008 -0.49353499999999995 -0.083854999999999985 0.10097500000000002 0.16946000000000003 0.11233000000000001 0.30112000000000005 -0.082299999999999984 -0.072804999999999981 0.09364500000000002 0.024790000000000003 -0.055554999999999993 -0.15012499999999998 -0.11726499999999999 -0.064634999999999984 0.12794000000000003 -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 3 -3 -5 11 -7 8 9 -8 27 -6 -13 14 -14 16 -16 18 19 20 -12 22 25 -23 -25 -22 -9 -11 29 -28
right_child=1 2 -4 4 5 6 7 26 -10 10 17 12 13 -15 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0013460428473727223 0.0013467245068611083 0.0010272615251016731 -0.0010711451308123266 -0.00095401240701189387 -0.0013466102490218819 -0.0012904085373083827 0.0011793657671126865 -0.00055367333987059941 -0.0012352912566953643 -0.0005394859782983279 -0.0012693032852062944 -0.0013461752566599767 0.0011880065264714918 0.00032158144878299431 0.00052864330648044527 -0.0011668268459045352 -0.0013463651332015982 0.0013464264675549847 -0.0012801462886841873 0.0013461164458302322 0.00038324796869067626 -0.00098653913060405387 0.0013229866247479254 -0.00060117903281740523 0.00094322431211463415 -0.0013460554502200462 -0.00018501819420542112 0.00083899116187298656 -0.00054908018313975962 0.00092527849256165593
leaf_weight=0.0016994757923249884 0.0015191515212791265 0.0027636369802337404 0.0027025254083383734 0.0043945922850685539 0.001953931263415142 0.0014922269514272548 0.0023139089839787621 0.0015520577712955222 0.00222299114474822 0.0013308766042428033 0.0021387522199276523 0.0019383759563940109 0.001091214340704025 0.010990656869685367 0.0026235532794771591 0.0049937390482055564 0.0010315587370826051 0.0010766993302695474 0.0028888109393392361 0.0015495837354819733 0.0021934414887709863 0.003556394940993364 0.0027493685972785897 0.0026793807686544824 0.0021174270556230113 0.0010594479714569555 0.0020315834741140302 0.0055069106457779063 0.0012443861187421143 0.011693559325600233
leaf_count=163 9 37 96 205 5 20 28 13 75 10 100 181 3 236 199 764 6 9 12 24 12 183 22 38 13 181 39 158 13 267
internal_value=0 -6.0353e-06 -2.99641e-05 3.8643e-06 -3.13068e-05 2.20327e-05 0.000153966 0.000197154 2.80909e-05 0.000118219 3.31015e-05 -0.000253363 -0.000159133 -4.8141e-05 -0.000465335 -0.000673935 -5.28256e-07 -0.000133915 -0.000210059 -3.87376e-05 -0.000168841 -4.88786e-06 0.000508464 -0.000373761 8.0558e-05 -0.000179977 0.000538769 0.00057069 0.000652035 0.000760933
internal_weight=0 0.0874007 0.0858816 0.0831791 0.0804154 0.0760208 0.0513978 0.0499056 0.033384 0.031161 0.0288471 0.024623 0.0226691 0.0207307 0.00974007 0.00864885 0.00365511 0.0220093 0.0209326 0.0180438 0.0164942 0.0143555 0.00600226 0.0083532 0.00479681 0.00325289 0.0165216 0.00683779 0.0149695 0.0137251
internal_count=3121 2958 2949 2853 2816 2611 1217 1197 865 790 762 1394 1389 1208 972 969 205 594 585 573 549 449 215 234 51 193 332 168 319 306
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 376 1373 43 0 0 44 48 1 3 15 132 16 15 52 13 0 52 52 0 16 52 3 2 12 16
split_gain=0.00155267 0.00118922 0.00120765 0.00114219 0.00155483 0.00101391 0.000984681 0.000898576 0.00090168 0.0018002 0.00166321 0.00160481 0.00101605 0.00109018 0.000993442 0.00128883 0.00111092 0.000928059 0.0007465 0.000736901 0.000701195 0.000553367 0.000945535 0.00145175 0.00110023 0.000713154 0.000761112 0.000436946 0.000390201 0.000299779
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 0.088470000000000007 0.099250000000000019 0.39192500000000002 -0.10607499999999999 -0.075684999999999988 1.0000000180025095e-35 0.12879500000000002 1.0000000180025095e-35 0.11296500000000002 -0.03241999999999999 0.081465000000000024 -0.069144999999999984 -0.094329999999999983 0.083680000000000018 -0.068269999999999983 -0.059114999999999994 0.11434500000000002 0.10611000000000001 0.15398500000000004 0.22339500000000004 0.091275000000000009 -0.10831999999999999 0.091265000000000013 0.10388500000000002 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=-1 2 -2 -4 5 6 7 8 10 18 11 12 13 -5 16 21 -11 19 27 -14 -18 22 23 24 25 26 -16 -10 29 -22
right_child=1 -3 3 4 -6 -7 -8 -9 9 14 -12 -13 17 -15 15 -17 20 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014287720221034671 -0.001428628238780303 0.0014287216821204393 0.0014288884997126705 -0.0014283961214876929 -0.001294887189899305 0.00099669287333429874 -0.001428703096185891 -0.0012938709865203868 -0.0013644349252826139 0.0012798247972305781 -0.0014038812393892073 -0.0008262634541232345 0.0010537691617267461 0.00057111287299169719 0.00062305590802586486 0.00098295480184368484 -0.00072859096295340223 0.0010269113822263295 -0.00014340155293429382 5.0117104194576315e-05 0.0013614673017954936 -0.0011171175443931759 0.001066310227369125 -0.0013100445844115688 -0.0011439572960060358 0.0013101980219260602 -0.0006235773538537609 -0.00030099291513504823 -0.00026655847379893993 0.00030635783881364316
leaf_weight=0.0014930359727483014 0.0013141570974681818 0.0010930756829310431 0.001054768949870776 0.0010994380927584679 0.0020403542452740444 0.0019132978635312261 0.0010540686233611032 0.0011268420134271642 0.0036086447769827423 0.0023384358109979075 0.0011989547864459374 0.0021628007875733593 0.0019802843219522978 0.0011260703317930165 0.0020196364893791969 0.0016771533131496605 0.0015049821226282845 0.006381371753199974 0.0023510318150883336 0.0060581908988623897 0.0010148544801609196 0.0016703727690590151 0.0010311260064099778 0.0024695223042243697 0.0014010927362058112 0.0010889537327365417 0.0019773627253378955 0.0010085220425670727 0.0010513313007365355 0.0011977184416807063
leaf_count=86 18 21 9 78 98 49 20 109 699 92 31 28 63 6 26 47 152 139 601 77 30 82 19 22 123 30 126 169 27 44
internal_value=0 -4.67483e-05 -7.55888e-05 -4.3027e-05 -7.20179e-05 -2.3581e-05 -6.29386e-05 -3.32832e-05 -3.32649e-06 -0.000171599 0.000227216 0.000331193 0.000481586 -0.000416678 4.2108e-05 -0.000187763 0.000473406 0.000620221 -0.000798551 0.000297368 7.79771e-05 -0.000356185 -0.000228924 -0.000378038 -2.32367e-05 0.000285503 6.33171e-06 -0.00113215 0.000449885 0.000790311
internal_weight=0 0.0570144 0.0559213 0.0546072 0.0535524 0.0515121 0.0495988 0.0485447 0.0474179 0.0274107 0.0200071 0.0188082 0.0166454 0.00222551 0.0204425 0.0133352 0.00710732 0.0144198 0.0069682 0.00803848 0.00476889 0.0116581 0.00998769 0.00895657 0.00648705 0.00508595 0.003997 0.00461717 0.0032639 0.00221257
internal_count=3121 3035 3014 2996 2987 2889 2840 2820 2711 2289 422 391 363 84 820 475 345 279 1469 140 253 428 346 327 305 182 152 868 101 74
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 156 457 457 151 4 11 128 13 376 41 34 13 133 15 1 3 4 160 15 16 1 3 3 52 0
split_gain=0.00203864 0.00163142 0.00146599 0.00138449 0.00211452 0.00115481 0.00108087 0.00199308 0.00113497 0.00128736 0.00130882 0.00119368 0.00112864 0.0012859 0.001137 0.00109528 0.00105779 0.00121264 0.00125424 0.00139998 0.00125499 0.00151378 0.00129803 0.00134424 0.000995765 0.000955039 0.000869777 0.000949764 0.00081986 0.000790726
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 0.080455000000000013 1.0000000180025095e-35 -0.53104499999999988 0.089985000000000023 0.079885000000000025 -0.112215 -0.50061499999999992 0.098785000000000012 0.084050000000000014 0.11634000000000001 -0.12018999999999998 -0.49405499999999997 -0.089974999999999986 -0.095869999999999983 -0.5224049999999999 0.111945 0.14121000000000003 0.12178000000000001 0.039215000000000007 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -7 -8 -9 10 11 12 -10 14 16 -11 -14 18 20 -20 -18 -22 -23 -24 -17 28 27 29 -26 -25
right_child=1 -3 3 4 -6 6 7 8 9 15 -12 -13 13 -15 -16 24 17 -19 19 -21 21 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.0012942029260071598 -0.0012940158832279215 0.0012941775362345846 0.0012943056003538332 -0.0012937596447320809 -0.0011950190207582773 0.00095461186605648538 -0.0010163813355625808 -0.001110086694377463 -0.00087470489978039084 -0.00072241309674902837 -0.0011786530868746622 -0.0012938378528358715 0.0012058384994779643 0.0012759448515577312 -0.0012710487234928198 0.0011040997167213221 0.0007399917336083227 -0.0008529642206621331 -0.00099161705507477566 0.00062656159490615058 -0.0012410984220683628 -0.00090484532852386863 -0.0005557819182276264 0.00079467266950494927 0.0001737572965176072 0.00062815002043156601 0.001268577794894696 -0.00076563506247401443 -0.0012274682901372189 9.3116871495431912e-05
leaf_weight=0.0019259765758192762 0.0016360573728775299 0.0014680151170125546 0.0012498008791226303 0.0011899235033450131 0.0027286046084640239 0.0018957266328740721 0.003289462263905917 0.0014494186762732389 0.0022031896306202716 0.0013083256699246712 0.0016869051775074686 0.0011852449153000313 0.0013216434006153568 0.0014422546876744482 0.0010900391203563222 0.00350288312061764 0.005730427713046978 0.0024343953894261352 0.0031942384285228434 0.0012429793387127575 0.0014064269335989218 0.0017603866969384532 0.0027895177905836689 0.0051299979187504454 0.0022178349028365574 0.0051714754855041178 0.0017956323096655078 0.0012468322915992766 0.0010203482051451829 0.0056501976503380768
leaf_count=86 18 21 9 159 98 33 206 61 16 8 83 184 8 15 36 73 46 352 599 10 50 137 122 53 30 172 34 8 36 358
internal_value=0 -5.51065e-05 -8.42483e-05 -5.44107e-05 -8.03098e-05 -3.15316e-05 -6.9761e-06 -3.77321e-05 1.97741e-05 4.98054e-05 -6.26434e-05 -1.5131e-05 2.42981e-05 7.89601e-05 2.93417e-05 0.000401166 7.14e-05 2.50975e-05 9.64761e-05 -0.000538323 0.000206896 5.24457e-05 0.000151467 0.000263404 0.000524566 0.000283172 0.000428722 0.000303332 -0.000267767 0.000426968
internal_weight=0 0.0694382 0.0679702 0.0663341 0.0650843 0.0623557 0.0611658 0.0592701 0.0559806 0.0545312 0.0413103 0.0396234 0.0384382 0.036235 0.0347927 0.0132209 0.0337027 0.032381 0.0299466 0.00443722 0.0255094 0.019779 0.0183726 0.0166122 0.0119125 0.00840966 0.0138227 0.012027 0.00323818 0.0107802
internal_count=3121 3035 3014 2996 2987 2889 2730 2697 2491 2430 2111 2028 1844 1828 1813 319 1777 1769 1417 609 808 762 712 575 311 238 453 419 66 411
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 1374 1456 15 1348 0 0 0 3 12 132 15 48 15 3 1 3 133 2 13 3 1 2 49 0
split_gain=0.0017789 0.00136407 0.0014118 0.00164351 0.00142172 0.00130709 0.00122136 0.00116853 0.00142647 0.00146332 0.00142934 0.00196081 0.00150038 0.00124002 0.00120474 0.0011287 0.00116672 0.00108479 0.000992852 0.00142274 0.00138459 0.00102919 0.000941489 0.000899281 0.00102186 0.000827368 0.000818174 0.000807242 0.000648988 0.00162839
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 0.097240000000000007 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 0.14121000000000003 0.098810000000000023 0.081465000000000024 -0.03241999999999999 0.12879500000000002 -0.095869999999999983 -0.10519499999999998 0.077565000000000009 0.10299500000000002 0.083950000000000011 0.092365000000000017 -1.0000000180025095e-35 -0.074479999999999977 0.11785500000000002 0.11093500000000002 -0.066019999999999981 -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 2 -2 4 -4 6 7 8 26 10 17 13 -13 22 15 16 -14 18 19 -10 21 -20 -12 -18 -25 27 -6 -26 29 -22
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 12 14 -15 -16 -17 23 -19 20 -21 28 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012194705570751567 0.0012195658629180824 0.001219440409718062 -0.0012193494072139208 -0.0010795228900019331 0.00024540971386137077 0.0008838441345289539 -0.001172110686305707 -0.0010578751104712407 0.0011114826209785696 0.0010943692879779214 -0.0010770347995910305 0.00088220583992560623 0.00094113119241521841 0.00038994902733805587 -0.00098573423381718289 0.00084358520645411595 -0.00089311339726920024 -0.00067660613961952878 -0.00098674582457774682 -0.0003911080231621587 -0.00033864098841944999 0.00049678912669279306 -0.00014061219664808828 0.00065833460628545348 -0.00059581961552709179 -0.0012193359124745555 0.0012192260291817442 0.0006328595021579638 0.0010115183182758348 0.0012192280811204395
leaf_weight=0.0016759519488260812 0.0012270170473129829 0.0012308625898782557 0.0015379058867210907 0.0024512079898784114 0.0039907277018187406 0.0022284723588796842 0.0014504455204544789 0.0016260186533423307 0.0011235881347602117 0.0015360433132798326 0.0071443146623755213 0.0022735239625291106 0.0012115967438148809 0.0013335885992091798 0.0023317830879250332 0.0018647229014732156 0.0029092811134603519 0.0022026202491360882 0.0014919052472137607 0.0056233727273564656 0.0022916282133564891 0.001300929661738337 0.0020544271808100589 0.0019585614080028808 0.0018437895704153124 0.001294134062604254 0.0018891023303559962 0.0013965560350470696 0.0045014502666163034 0.0017651709566308673
leaf_count=86 9 21 17 99 56 49 28 260 12 34 1054 32 53 16 94 28 39 21 36 118 20 7 576 21 54 39 114 13 74 41
internal_value=0 -5.20665e-05 -7.58319e-05 -0.000100427 -6.18268e-05 -3.24695e-05 -6.74293e-05 -3.92988e-05 -9.36681e-06 -7.68588e-05 -0.000114404 -0.000294922 -3.98698e-05 -0.00070863 -0.000181416 -3.11197e-05 -0.000184794 0.000131166 0.000229476 -0.000140878 0.00044961 -0.000295701 -0.000867896 -0.000329882 -7.75195e-05 -0.000395354 0.000558282 -6.62714e-05 0.000692829 0.00033921
internal_weight=0 0.0670847 0.0658539 0.0646269 0.0621757 0.0606378 0.0584093 0.0569588 0.0553328 0.049453 0.0479169 0.0276163 0.0170839 0.0105323 0.0148104 0.0124786 0.0106139 0.0203007 0.018098 0.00674696 0.0113511 0.00279283 0.00919874 0.00940232 0.00649304 0.00453448 0.00587983 0.00324035 0.00855825 0.0040568
internal_count=3121 3035 3014 3005 2906 2889 2840 2812 2552 2382 2348 2019 373 1646 341 247 219 329 308 130 178 43 1630 166 127 106 170 67 135 61
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=24
num_cat=0
split_feature=1456 453 0 49 38 124 52 3 48 2 124 160 1 13 12 160 49 3 4 3 16 2 150
split_gain=0.00029794 0.00032677 0.000361961 0.000373069 0.000375296 0.000391372 0.000272391 0.000297944 0.000559054 0.000499552 0.000358819 0.000321326 0.000356945 0.000714822 0.000389539 0.000403791 0.000304079 0.000292799 0.000293283 0.000265751 0.000170673 0.000169163 7.26232e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.11042000000000002 0.084835000000000008 -0.043384999999999993 -0.40306999999999998 -0.12018999999999998 -0.032929999999999994 0.086590000000000014 0.10281000000000001 -0.080719999999999986 0.10060500000000001 -0.074044999999999986 0.098330000000000015 0.090980000000000019 -0.066894999999999982 0.086245000000000016 -0.080924999999999983 -0.15713499999999997 -0.073404999999999984 0.097070000000000004 0.10888500000000001
decision_type=2 2 2 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 21 -7 8 -8 -10 11 -9 14 -14 15 17 -15 18 -13 -11 -5 -4 -2
right_child=1 -3 3 20 -6 6 7 10 9 19 -12 12 13 16 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0024023938339309248 0.0028846902356290493 -0.0024483276876426296 0.00057978444684457324 0.0031717978651290908 -0.0026814511337898438 -0.0022163705362352733 0.0038707050707634584 -0.0025483827641919927 -0.0016721335146215263 0.00013794556690984716 0.0020024985874393438 0.0010720191016291357 0.0034459964638529268 -0.0026291398251833491 -0.0036066503388576844 -0.0030380316650480571 0.0005378860942343766 0.0016630238185280366 -0.0020262350137400073 0.0028563428176372296 0.0005363975394538184 0.0031914481388319689 0.0011513131036097106
leaf_weight=0.0010557547136282866 0.0010029152069748149 0.0010373668849861231 0.0010401738822123354 0.0010380737213471214 0.0011569002629947525 0.0013162906722845548 0.0010020565048307617 0.0016620739413236727 0.0019277989734192069 0.0017622307686977479 0.0011223411827687721 0.0010309900590392777 0.0013020943469008728 0.0010167410044772396 0.0010417770365824808 0.0010846156623176562 0.0016471747317776675 0.001535288924571887 0.001643657932998829 0.001292885660632237 0.0010009433738478171 0.0010172903442278169 0.0010019998017583021
leaf_count=288 32 75 112 54 45 215 28 406 75 64 29 419 95 26 189 110 68 25 448 50 154 89 25
internal_value=0 6.08359e-05 0.000154987 9.28557e-06 -0.000152161 -2.17949e-05 -0.000212816 -7.45352e-05 0.000767112 0.000142984 -0.000459446 -0.000690393 -0.000390644 0.000680747 -0.00106124 -0.000560401 -0.000670878 7.7917e-05 -0.000831959 0.00128834 0.00187809 0.00187109 0.0020184
internal_weight=0 0.0286837 0.0276463 0.0256414 0.0236024 0.0224455 0.020388 0.0190717 0.00598497 0.00498292 0.0130868 0.0119644 0.0103023 0.00396601 0.00633633 0.00529455 0.00266392 0.00420994 0.00267465 0.00305512 0.00203902 0.00205746 0.00200492
internal_count=3121 2833 2758 2701 2493 2448 2247 2032 217 189 1815 1786 1380 189 1191 1002 94 892 867 114 208 201 57
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=23
num_cat=0
split_feature=1456 453 4 11 10 4 2 15 4 0 0 3 13 12 12 15 0 1 16 0 150 15
split_gain=0.000248701 0.000273029 0.000337347 0.000654449 0.000330267 0.00028968 0.000350396 0.000394745 0.000311182 0.000311814 0.000395037 0.000391257 0.000274822 0.000253839 0.000240575 0.000259707 0.000238532 0.000269556 0.00021562 0.000246095 0.00021104 8.90981e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.079915000000000014 0.039530000000000003 0.098655000000000007 0.10912000000000001 0.084050000000000014 -0.49405499999999997 -0.060129999999999996 -0.10151999999999999 0.083060000000000009 -0.084034999999999985 0.086305000000000007 0.095110000000000014 -0.088749999999999982 0.010870000000000003 0.11323000000000001 -0.5335399999999999 -0.10011499999999998 0.086615000000000011 -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
left_child=-1 2 3 5 18 6 7 8 -2 10 20 13 -12 -11 15 -7 17 -8 -4 -20 21 -10
right_child=1 -3 4 -5 -6 14 16 -9 9 11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0020145500237787038 -0.0017771024278284689 -0.0020553319431637252 0.0032571628697660605 -0.0033366123589488195 -0.00058263132806932801 -3.5900552037601075e-05 -0.00047932409505642551 -0.0024309569708572277 0.00065087428028297962 0.003228556159996039 -0.00015382242342907134 -0.00080627804656416041 -0.0030579810182756874 0.00086147892076391601 0.00042587460722800206 -0.0026722330423530559 0.0028593033227111864 0.0020021644709953936 -9.2427293318817492e-05 0.0025335245509019292 -0.00070826875531696605 0.0022198927697954811
leaf_weight=0.0010278260783080908 0.00122781883780831 0.0010088702717685463 0.0011272971955555988 0.0010079646784646448 0.0014268087665838536 0.0010399875721311957 0.0015609423607760844 0.0010727500147413868 0.0014337116366078817 0.0015370176613629469 0.0011415287679303852 0.0011183192589783175 0.0010775658840975789 0.0015457558435514329 0.0014784687952218434 0.0016350452248827798 0.0012357470363610901 0.0014240475281823706 0.0013615449508943556 0.0010956959974084404 0.0013276757143927398 0.0010790709810350983
leaf_count=288 69 75 67 142 52 63 184 830 74 46 240 20 435 41 49 61 32 78 78 136 34 27
internal_value=0 5.12563e-05 0.000130102 -9.04025e-05 0.00109564 6.58905e-05 0.000307256 -3.82123e-05 0.000185213 0.00042003 -0.000178649 0.00128355 -0.00156405 0.00204166 -0.000909333 -0.00164729 0.0013354 0.000704518 0.00176366 0.0010785 0.000621862 0.00132466
internal_weight=0 0.0279636 0.0269548 0.0219434 0.00501135 0.0209355 0.016782 0.0125612 0.0114885 0.0102606 0.00605955 0.00420109 0.00221909 0.00308277 0.0041535 0.00267503 0.00422074 0.00298499 0.00358454 0.00245724 0.00384046 0.00251278
internal_count=3121 2833 2758 2425 333 2283 2110 1816 986 917 810 107 675 87 173 124 294 262 281 214 135 101
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=31 39 42 123 45 14 151 1348 0 0 14 457 15 132 1 48 3 2 16 1 133 2 4 3 52 484 48 4 48 47
split_gain=0.00228681 0.00148228 0.00150669 0.00147194 0.00145833 0.00212566 0.00121639 0.00167627 0.00132878 0.00276868 0.00172237 0.00142613 0.00128818 0.00135399 0.00123646 0.00146542 0.00138618 0.00115853 0.00111862 0.00104832 0.00110276 0.000913187 0.0010359 0.000940218 0.000858019 0.000828565 0.000708787 0.000672878 0.00105896 0.000632565
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.091310000000000016 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.090205000000000021 -0.10607499999999999 -0.075684999999999988 -0.10708499999999999 -0.0029299999999999994 -0.03241999999999999 0.081465000000000024 0.077565000000000009 0.12879500000000002 0.11296500000000002 0.098035000000000011 -0.065999999999999989 0.080585000000000004 0.10622000000000002 0.097845000000000015 -0.27825499999999997 0.10732000000000001 0.083680000000000018 -1.0000000180025095e-35 0.086425000000000016 0.09173000000000002 0.087215000000000015 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 10 24 -8 -12 18 19 16 17 -13 26 -11 20 21 22 -14 -23 -10 -20 29 28 -27 -16
right_child=1 -3 3 -5 5 -7 7 -9 9 12 11 14 13 -15 15 -17 -18 -19 25 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013733934298622065 -0.0013732612561462639 0.0013733360277075515 0.0013734792150127469 0.00086459601137171686 -0.0012019970841485443 -0.0012806480697525203 -0.0008632501603507035 0.0013655313182802189 -0.0012566802470520425 0.0011653123710886578 -0.00056505040585611433 -0.0011264330454669852 -0.0011903742478429047 0.00080580912038239372 0.0010594739433870603 -0.00052865189275074095 0.00064138246742245894 0.0013206179235322514 -0.0010540436858481059 -0.00095493563434530628 -0.0013732467825886144 -2.9127834850241472e-06 0.00021795699787820438 0.0012769190665660132 -0.00030803301671248002 -0.001290774588874393 -0.00013964573173752841 0.00080384862056245051 0.00058030764626972411 9.4914318268598575e-05
leaf_weight=0.0020922797969404874 0.0017347092760218166 0.0012935830844469356 0.0012080458664058815 0.0029878775463068044 0.0018109396330245877 0.0029829054024901316 0.0028017113613429947 0.0015153880100342567 0.0057297822202033652 0.002491061949040585 0.0031870531925974879 0.0018312924781582673 0.0019932365947568087 0.0019656145020974227 0.0037531148045601981 0.001883060753243627 0.0015381653552140051 0.0045955792939480497 0.0010255161715253536 0.0045573318728564524 0.0012498142757166883 0.0035771398053086045 0.0019448623255229475 0.0015509391596424393 0.0026180392443988509 0.0010006139527476421 0.0025586016508896137 0.0024737457739263391 0.0013250160568105684 0.0019458196197774669
leaf_count=86 18 21 9 95 60 98 42 30 859 79 64 68 29 46 38 16 6 116 63 229 75 82 25 6 622 112 23 46 39 19
internal_value=0 -8.28252e-05 -0.000109798 -7.76144e-05 -0.000120849 -0.000149097 -9.36946e-05 -5.97413e-05 -9.72404e-05 -0.000274076 0.000148646 0.000281792 -4.67247e-05 -0.000265049 0.000430858 0.000602411 -0.000319421 0.000768119 0.00039536 -0.000406571 -0.000164318 2.33871e-06 -0.000494858 0.00038416 -0.000959166 6.60833e-05 0.000460636 0.000305429 -0.000224735 0.000730139
internal_weight=0 0.0711306 0.069837 0.0681023 0.0651144 0.0639063 0.0609234 0.0591125 0.0575971 0.0335027 0.0240944 0.0212927 0.0251549 0.0168389 0.0181056 0.0147362 0.00336946 0.0128531 0.00831595 0.0148733 0.010316 0.00906618 0.0039381 0.00512808 0.00834782 0.00582489 0.00825754 0.00479938 0.00232563 0.00569893
internal_count=3121 3035 3014 2996 2901 2892 2794 2734 2704 2312 392 350 831 492 286 212 74 196 339 446 217 142 54 88 1481 260 80 197 151 57
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 156 15 1348 11 3 0 16 0 15 47 2 43 13 0 51 42 42 51 1 4 49 2 1 42
split_gain=0.00240689 0.00171284 0.00164555 0.00138666 0.00130798 0.00184985 0.00122971 0.00142236 0.00143562 0.00120195 0.00125311 0.0016618 0.00137509 0.00124936 0.00124931 0.00113883 0.00105611 0.00103745 0.00124866 0.00106732 0.000966301 0.000811519 0.00122326 0.00071234 0.00069401 0.00102229 0.000693211 0.00096438 0.000844097 0.000680823
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.087830000000000005 -0.12018999999999998 -0.10607499999999999 -0.094359999999999986 -0.15931499999999996 -0.03241999999999999 0.13082500000000002 0.08622500000000001 -0.078844999999999985 -0.15078499999999997 -0.08824499999999999 0.11144500000000002 -1.0000000180025095e-35 0.084695000000000006 -0.076794999999999988 0.11453000000000001 0.23246000000000003 -0.079429999999999987 0.091265000000000013 0.11212500000000002 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 2 -2 4 -4 6 -6 20 9 10 14 12 13 -12 -9 17 -16 19 -19 -13 23 -21 -23 -8 25 -15 27 -14 -28 -18
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 11 15 26 24 16 -17 29 18 -20 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001243913532739688 -0.0012438189099323942 0.0012439518749754297 0.0012439992069486771 0.00090811978363986978 -0.0012435197984819958 -0.001101497041343756 1.1857894480546063e-05 0.0010746242872237532 0.0010809044852323133 -0.001032311953181687 -0.00069462005201427577 -0.0012435626040578397 -0.00098187960659776525 0.00049124305843224606 -0.00066084561894490658 0.00024388267390404263 0.00059854862558769695 -0.00024447020020237572 -0.0012420296785966641 -0.00091386733234373799 -0.00027269722037181668 0.00091826337735282065 -0.00032519166291499011 0.0010923594989758296 0.00082990970656012311 -0.00080049227419465199 0.00094974027400300011 0.0004875249732200431 -6.467946971913795e-06 -0.00023697594663218567
leaf_weight=0.0023113725402978949 0.0018109115090112473 0.0015587517730608616 0.0011407878255340611 0.0022910277279990501 0.0013177374530499711 0.0027268654312422305 0.001286544955462432 0.0023723164017610552 0.0015575930450779643 0.002189555436103773 0.0050926715963441893 0.0013974635614601993 0.0011553783324416145 0.0019620573255139107 0.0023279535070628229 0.0030225067908276051 0.004390392598395465 0.0030062964715114032 0.0054701463510023127 0.0013155095512136228 0.0017579888146883604 0.0020667283452837611 0.0029971963206918417 0.0035368324861870795 0.0016682831838465972 0.001831567642994969 0.0042853565422795621 0.00171664823485429 0.0021402637898972898 0.0022966793624163984
leaf_count=86 18 21 9 49 159 98 16 38 34 70 59 174 13 37 23 36 50 33 1234 174 15 100 214 143 15 56 67 34 29 17
internal_value=0 -4.52545e-05 -7.39086e-05 -4.28988e-05 -7.58964e-05 -9.91011e-05 -5.51287e-05 -2.93909e-05 -9.5602e-05 -0.000130371 -9.12774e-05 -0.000196929 5.55778e-05 -0.000251574 0.000271752 -0.000456986 6.04755e-05 -0.000587321 -0.00088823 -0.000259345 0.000516511 -4.37442e-05 0.000182297 0.000804156 0.000161522 -0.000132409 0.000404253 -0.000103597 0.000631244 0.000311587
internal_weight=0 0.07169 0.0701313 0.0683203 0.0660293 0.0648885 0.0621617 0.0608439 0.0542626 0.052705 0.0505154 0.0391281 0.0198522 0.0105546 0.0113873 0.0192758 0.00901503 0.0162533 0.00847644 0.0077769 0.00658137 0.00637943 0.00506392 0.00482338 0.00546191 0.00379362 0.00929765 0.00287203 0.00642562 0.00668707
internal_count=3121 3035 3014 2996 2947 2938 2840 2681 2507 2473 2403 2275 310 167 128 1965 90 1929 1267 662 174 488 314 159 108 93 143 47 96 67
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=31 421 14 1374 151 4 403 11 1456 15 3 13 128 122 156 47 403 14 34 43 49 0 15 484 16 376 4 16 4 12
split_gain=0.00233061 0.00191778 0.0024179 0.00159254 0.00155183 0.00228022 0.00157523 0.00142297 0.00138978 0.00134465 0.00168231 0.00155804 0.00155461 0.00161991 0.00137086 0.00135397 0.00127153 0.00116902 0.00157751 0.00102333 0.00104514 0.00141799 0.00108794 0.00108413 0.00093116 0.000930685 0.00125584 0.0014113 0.00121193 0.00175885
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.097240000000000007 -0.40381499999999992 0.27834500000000006 -0.092474999999999988 0.080455000000000013 -1.0000000180025095e-35 -0.095869999999999983 0.30112000000000005 -0.53104499999999988 1.0000000180025095e-35 0.09197000000000001 0.091255000000000017 0.11312500000000002 0.093545000000000003 -0.46885499999999997 -0.112215 -0.15582499999999996 -0.10774499999999999 -0.11242999999999999 0.084050000000000014 0.081425000000000011 -0.014034999999999997 0.091135000000000008 -0.49013999999999996 -0.18708499999999997 -0.082249999999999976 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 4 -3 6 -6 8 -8 15 11 -11 13 14 16 -10 19 -7 -19 -13 -21 24 23 25 -22 26 -23 -28 -29 -30
right_child=1 2 -4 -5 5 17 7 -9 9 10 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.001104565516220995 0.0011048543187496976 -0.00095300655141286768 -0.00099803742535086544 -0.001092486357294467 -0.0011042094172165715 -0.00021231219507758184 -0.00079364431421819457 -0.00081144067389815752 -0.00057718018869394941 -0.001104514650975888 0.0011042742421989748 0.00066576472337575709 -0.0011042760801208314 -0.0011045393822339117 -0.00060811788288593486 0.00040927368140334102 -0.00074550231539716628 -0.00050390669191823108 0.0008024144114509588 -0.00038891960523683851 0.00033405751622722201 -0.0011043980592656641 -0.00094807452363578851 0.00087368585635398796 0.0010462391668490788 0.00094269264316651383 -0.0010028067499548027 0.00066961713741471986 -0.00080376466374106298 0.00044173955992482858
leaf_weight=0.0021916775686641179 0.001720639230654796 0.0020743824683151493 0.0033060148152657112 0.0016962231403283559 0.0017449525064874285 0.0025605523449030452 0.0025929437518410472 0.0027841521645655112 0.0072412906997918469 0.001343806550721637 0.0019887555838096196 0.0065875384627958047 0.0012624565845271709 0.001238366373399912 0.0025380528125147342 0.0022152504520818184 0.0015616553169213168 0.0013022099574300236 0.0083759405329857373 0.0034251920566248364 0.0060445938536304311 0.0012701520208650988 0.0011987546953537978 0.0021384581253443011 0.0035542021348220348 0.001229347071785015 0.0013460143834009711 0.0039859967139790229 0.0025470740715754477 0.0030225377646813101
leaf_count=86 20 60 98 27 348 36 263 102 228 5 47 61 138 6 130 24 168 8 229 54 41 27 395 69 38 4 18 46 220 125
internal_value=0 -4.88112e-05 -7.29669e-05 -3.41909e-05 -1.09306e-05 1.50909e-05 -6.98012e-05 -4.02676e-05 -3.46028e-06 3.32983e-05 0.000110816 6.62114e-05 0.00010284 0.000139396 0.000177479 -0.000346098 0.000230072 0.000451122 0.000626647 0.000271985 0.000184826 0.000259443 6.54307e-05 0.000143615 0.000597761 2.71148e-05 -6.53584e-05 5.57005e-05 0.000204803 -0.00012785
internal_weight=0 0.0838975 0.0821769 0.0788709 0.0771746 0.0751002 0.0628615 0.0611166 0.0583324 0.0557395 0.046283 0.0442942 0.0429504 0.0416879 0.0404496 0.00945654 0.0379115 0.0122387 0.00967815 0.0363499 0.0297623 0.0263371 0.0167383 0.0155396 0.0095988 0.0134011 0.0121718 0.0109016 0.00955561 0.00556961
internal_count=3121 3035 3015 2917 2890 2830 2557 2209 2107 1844 1592 1545 1540 1402 1396 252 1266 273 237 1098 1037 983 904 509 79 440 436 409 391 345
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=31 151 1348 45 14 1374 39 42 376 0 0 44 157 48 1 15 16 133 52 15 52 43 4 15 12 4 49 42 16 3
split_gain=0.00218354 0.00196224 0.00209208 0.00188021 0.00249974 0.00182018 0.00171855 0.00178358 0.00166035 0.00197749 0.00307536 0.00262213 0.00179298 0.0023227 0.00242329 0.00256172 0.00205893 0.00196732 0.00177364 0.00218828 0.00221777 0.00176804 0.00202696 0.0017659 0.00157928 0.00173521 0.00156902 0.00133224 0.00177066 0.00139559
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -0.080359999999999987 0.062655000000000016 0.093235000000000012 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.10607499999999999 -0.084044999999999995 1.0000000180025095e-35 -0.080544999999999992 0.12879500000000002 0.077565000000000009 -0.094329999999999983 -0.13088499999999997 0.093615000000000018 0.4099850000000001 -0.03241999999999999 -0.43320999999999993 -0.084004999999999982 -0.49013999999999996 -0.14712999999999996 0.084290000000000018 -0.15464999999999998 -0.047584999999999995 1.0000000180025095e-35 -0.29154999999999992 -0.52915999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 11 -11 12 -9 14 17 16 23 -14 19 20 -12 22 -21 -16 -24 -26 -18 28 -23 -30
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 18 -13 13 -15 15 -17 26 -19 -20 21 -22 27 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013733180302625304 -0.0011815046912273608 0.0013736790137121393 0.0013016561369600761 -0.0013732042032532229 -0.0012472689082929863 -0.0012283817845940152 0.0013735420717751697 0.0010907933678675989 0.00091779175836466788 -0.001020255236117104 -0.0013729334130871992 -0.0013572249274388056 -0.0013730969877332087 -0.0013734223650200786 0.0012195418129826577 0.0010079594413996374 0.00023636153022325648 0.00071422966831394654 -0.0013730679781611787 -0.00075215402895623563 0.00066236079569450038 0.001085340779636453 0.0013242236792316978 -0.00013747210207677 0.0010921794693968716 -0.00063665741781592335 -0.0010479220665544895 -0.0012317291688436561 0.00087615678713333714 -0.00070029386399063495
leaf_weight=0.0020354586336708272 0.0028716040323075722 0.0016939798751991466 0.0021736846967996817 0.0018457974967418514 0.0033675533498183077 0.0023793779323284516 0.001656490443878055 0.0045189385508024307 0.0034935386411234495 0.0077850550932225737 0.0011123787390090465 0.0019350233494606064 0.0027597628863915624 0.0017469976260144895 0.0038804939624270639 0.008895381654170368 0.0033629112049311516 0.0012304834656333696 0.0018956817818853713 0.0030626457126459172 0.010863727240134402 0.0015104031865007432 0.0031054275807633758 0.0033831016918384194 0.001823594496329406 0.0027356840755174971 0.0038403817779339988 0.0038652248024355637 0.0012038682034471926 0.0087589946100372958
leaf_count=86 64 9 33 17 96 37 21 27 44 832 114 29 76 15 58 104 19 13 131 23 291 9 29 20 9 178 32 305 4 396
internal_value=0 -6.26197e-05 -3.04533e-05 -6.00869e-05 -8.53816e-05 -4.31511e-05 -1.19109e-05 -3.78092e-05 -9.40219e-06 -4.82991e-05 -0.0002309 0.000196802 0.000286249 0.00016131 0.000259332 0.00042821 7.17352e-05 -0.000729422 -7.70305e-05 -1.24472e-05 0.000473316 -0.000235634 0.000191911 0.000587497 0.000569139 5.4833e-05 -0.000448345 -0.000534648 -0.000299809 -0.000509803
internal_weight=0 0.102758 0.0998866 0.0977129 0.0960189 0.0926514 0.090272 0.0886155 0.0867697 0.0832762 0.0477227 0.0355535 0.0336185 0.0290995 0.0273525 0.0233623 0.0144669 0.00399025 0.0399376 0.0380419 0.0119761 0.0260658 0.0107274 0.0072636 0.00766471 0.00455928 0.00720329 0.0153385 0.0114733 0.00996286
internal_count=3121 3035 2971 2938 2929 2833 2796 2775 2758 2714 2321 393 364 337 322 233 129 89 1489 1358 405 953 239 78 216 187 51 714 409 400
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 151 1348 15 15 3 13 376 13 43 0 0 1 3 52 49 43 4 51 0 49 51 16 47 13
split_gain=0.00258134 0.00156268 0.00237229 0.00145861 0.00137563 0.00130476 0.00122813 0.00142072 0.00133867 0.00133695 0.00226729 0.00116279 0.00164029 0.00142348 0.00131699 0.0011715 0.00247348 0.00217243 0.00193062 0.00143071 0.00131882 0.00152716 0.00126523 0.00110998 0.0010447 0.000997037 0.000968166 0.000861912 0.00077099 0.000660272
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.24436499999999997 -0.21699999999999997 0.30112000000000005 -0.53104499999999988 0.088470000000000007 -0.50061499999999992 0.24789500000000006 -0.10607499999999999 -0.074229999999999977 1.0000000180025095e-35 0.083060000000000009 0.083680000000000018 0.036705000000000008 -0.074359999999999996 -0.49013999999999996 0.11144500000000002 -0.061629999999999997 -0.006494999999999999 -0.076794999999999988 0.22339500000000004 0.096300000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 23 -10 11 -11 13 -13 15 17 19 -15 28 -17 21 22 -18 26 -24 -20 -8 -23 -19 -21
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 12 -14 14 -16 16 20 18 25 29 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013465587774536235 0.0013466805081210178 -0.0013462860953414992 -0.0012627032932728877 0.00134642678708893 -0.001346029728359946 -0.0012674869575051866 1.3943448205162306e-05 0.0013346109475379537 -0.0013463053610015057 -0.0013463656014896768 0.0013460550216655379 0.0012617989284274805 0.0012746744610139301 -0.0010709818394497668 -0.0013462114860564338 -0.001292241070136386 -0.00062734765474590744 0.0011233805286868788 -0.0003651441476529982 0.00034066493434768203 0.00074649773220513489 -0.00034463663548540887 -0.00048861868126189891 -0.0003745784192240386 0.00076937615951959502 0.00052777252382283496 0.0013227905787637567 -0.0013461408383189466 0.00023856034655141812 -0.00097053493214619584
leaf_weight=0.0023810727445479065 0.0013728282219744861 0.0015192191445976269 0.003062085388421564 0.0013241649496507071 0.0013825940565439501 0.0014119905915634936 0.0015168257944253583 0.0014163590434748121 0.0014986018518694513 0.0013434933061944312 0.0020090288972482986 0.0013178584192701228 0.0015749572942240766 0.0024140563555334746 0.0016276947580138304 0.0056491331596859456 0.0025611996347834065 0.0048855550555941809 0.0072542323330253566 0.0018929241112477513 0.0032893837928433802 0.0053872404578428077 0.0015488714150535543 0.0016939872115813159 0.0052474012706085187 0.0032940774553935626 0.0031500083650222157 0.0021893681036999624 0.002810119055652649 0.0011000322821637099
leaf_count=86 9 17 99 21 159 46 22 32 56 5 64 6 18 73 145 762 19 80 66 151 109 199 74 17 60 26 153 117 23 407
internal_value=0 -7.64159e-05 -0.000102336 -5.31986e-05 -7.9307e-05 -5.15986e-05 -2.53125e-05 9.94274e-07 -2.79514e-05 -9.13048e-05 -5.85373e-05 -0.000109485 -7.8737e-05 -0.000119362 -0.000154946 -0.000115793 -0.000290917 0.000128908 0.000287679 -0.000893627 -3.33605e-05 -0.000184845 0.000178858 0.000558642 0.000482679 -8.62998e-05 0.000897386 -0.000634035 0.000800283 -0.000141254
internal_weight=0 0.0767453 0.0753725 0.0723104 0.0709862 0.069467 0.0680844 0.0666724 0.0652561 0.0588952 0.0573966 0.0553876 0.0540441 0.0524691 0.0511513 0.0495236 0.0288656 0.020658 0.018244 0.00864209 0.0202235 0.0169341 0.00935747 0.00636082 0.00679627 0.0105483 0.00466683 0.00757661 0.00769567 0.00299296
internal_count=3121 3035 3026 2927 2906 2889 2730 2684 2652 2460 2404 2340 2335 2317 2311 2166 1898 268 195 1320 578 469 153 192 134 92 175 316 103 558
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 2 133 50 1374 151 4 1348 11 34 14 41 3 0 3 43 47 1374 49 1 12 15 13 2 1
split_gain=0.00238923 0.00177046 0.00162866 0.00157072 0.00150358 0.00175814 0.00122762 0.00145203 0.00130295 0.00123781 0.00117191 0.00156988 0.00144614 0.00161864 0.0012004 0.00101254 0.000975536 0.000984286 0.00158901 0.0016855 0.00182716 0.00127804 0.00161108 0.00140395 0.00125526 0.00117429 0.00122556 0.000848992 0.000948539 0.000685181
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 0.17025000000000004 0.11269500000000002 0.14517000000000005 0.097240000000000007 -0.5225749999999999 0.27834500000000006 0.084895000000000012 0.080455000000000013 -0.112215 -0.46885499999999997 0.079885000000000025 -0.12018999999999998 -0.10607499999999999 0.10732000000000001 -0.074359999999999996 0.078875000000000015 -0.094929999999999987 -0.24167999999999998 0.13146500000000003 0.092355000000000007 0.040760000000000005 0.073000000000000023 0.10855000000000002 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 2 -2 4 -4 6 7 8 9 10 -6 12 13 16 -13 -16 17 27 21 20 24 22 -19 -24 25 26 -20 -12 -29 -25
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 14 -14 -15 15 -17 -18 18 19 -21 -22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=0.0012439613934403916 -0.0012438183982963207 0.001243949592741899 0.0012440206828611294 0.000931630571103568 -0.0012148760605137513 -0.0010923094159084302 0.0012410893585479517 -0.0011968939223843394 -0.0012436381022535878 -0.0011742366173616008 0.00094140100982551954 -0.0006270825547057046 0.0010976278096638866 -0.0012435370571967186 -0.00013289574936567355 0.00087587205133287695 -0.0010686101643135831 -0.00062664268348260239 -0.00050542131507546044 0.00038949384413883813 -0.0012435729208160262 -0.00045373084640727446 -0.00089336966805284143 0.00030801901068269267 0.0010038551773820016 -0.0012435717118246159 0.00071929530337556046 -0.00048834753173199825 0.00068378040828697599 0.00093870017987616051
leaf_weight=0.0022674618043794217 0.0018135392652993678 0.0015953638300061348 0.0012905529074487268 0.0024314596898165055 0.001211178913308685 0.002708767207096229 0.0010861154069559112 0.0017876190263299554 0.0014051946289903574 0.0014327872091186569 0.0027028977374356907 0.0013338797962205726 0.0015774744183261183 0.0018786656533222859 0.0020062714745563434 0.0065977110106487649 0.0014481751260291267 0.0023091788398232902 0.0045527740612172352 0.0034720699768513432 0.0043778836292802945 0.0042818528842936123 0.0010074719903059312 0.0050280752959466074 0.0010590778183541269 0.0020775556546830387 0.0017485131429069156 0.0023159715786960078 0.001980168279260397 0.0056632825351314864
leaf_count=86 18 21 9 49 44 98 47 356 30 28 27 8 39 102 28 171 45 17 429 40 877 51 11 78 3 175 93 39 7 95
internal_value=0 -5.17927e-05 -8.02717e-05 -5.0456e-05 -8.53969e-05 -0.000110985 -6.96714e-05 -9.21775e-05 -6.005e-05 -3.23595e-05 -4.45466e-06 2.10776e-05 -7.29852e-05 -0.000113213 0.000470491 0.000640648 -6.49792e-05 -3.08425e-05 -0.000114698 -0.000384991 -0.000579627 0.000140787 0.000322515 0.000509865 -0.000271649 -0.000432871 -0.000165581 0.000395413 5.19074e-05 0.000642095
internal_weight=0 0.0741815 0.0725862 0.0707726 0.0683412 0.0670506 0.0643418 0.0632557 0.0614681 0.0600629 0.0586301 0.057419 0.0474811 0.0459036 0.00993786 0.00860398 0.0440249 0.0425768 0.0355777 0.0172879 0.0138158 0.0182899 0.014008 0.0116988 0.00943792 0.00837884 0.00630129 0.00699904 0.00429614 0.0106914
internal_count=3121 3035 3014 2996 2947 2938 2840 2793 2437 2407 2379 2335 2128 2089 207 199 1987 1942 1869 1617 1577 252 201 184 700 697 522 73 46 173
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=24
num_cat=0
split_feature=160 1374 457 484 13 13 1 4 16 15 1 42 50 4 132 2 3 3 150 4 2 1 16
split_gain=0.000339617 0.000254121 0.000346844 0.000390977 0.000400975 0.000417762 0.000380875 0.00094412 0.000531121 0.000456834 0.00061869 0.000441338 0.000472816 0.000429827 0.000411228 0.000367319 0.000262599 0.00041308 0.000405294 0.00027127 0.000379172 0.000753341 8.01773e-05
threshold=-0.40698999999999991 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.083854999999999985 0.0039400000000000008 0.035560000000000008 0.11146500000000002 0.10306000000000001 0.041865000000000006 -0.49013999999999996 0.079970000000000013 0.092120000000000021 0.11296500000000002 0.13524500000000003 0.087170000000000011 -0.019614999999999997 0.079055000000000014 0.11249000000000002 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 13 -9 11 -11 12 14 -7 16 -15 18 -18 19 -8 21 -21 -22
right_child=1 2 -4 4 5 6 9 8 -10 10 -12 -13 -14 15 -16 -17 17 -19 -20 20 22 -23 -24
leaf_value=-0.0018553575863222741 -0.0013716093534943451 -0.0014606927116420946 0.0016005012069803372 -0.0018527779426469415 0.0020063385144288796 -0.00099901440590801456 -0.00048503346176486414 -0.0030493115978532091 -0.00010732626601699438 -0.0026603484471762993 0.00074692923657646026 -0.0014649574117357345 0.0026431613683350315 -6.6614286604021694e-05 0.0023169390339852587 0.0023724941511489035 -0.001722966329544863 0.00097857737844223307 -0.00067038749158998296 -0.00088182920624783054 0.0017232112622403649 0.0021580992766022031 0.0029947169731298628
leaf_weight=0.0010311398522726547 0.0012881429115694223 0.0017647139656419277 0.0015518781158760922 0.001044828801717297 0.0012894142050567893 0.0013794406760609945 0.0010920992502736508 0.0017976224707649934 0.0010157323323025658 0.0011531491666243445 0.0011025316762385273 0.0010396145302449264 0.0012456421300885987 0.0012162382626410501 0.0012404126745124708 0.0014101253210725417 0.0014332523202398315 0.0010279627801494939 0.0020094401748025348 0.0017396332701462543 0.0010190317519160885 0.0017094111666775547 0.0010808360715675036
leaf_count=240 55 481 91 32 42 25 154 645 199 283 33 81 46 213 67 22 26 60 74 91 46 56 59
internal_value=0 4.21828e-05 0.000104205 2.07111e-05 0.00012108 0.000203569 0.000105538 -0.000543192 -0.00198714 0.000367409 -0.000994939 0.000577353 0.000733498 0.00047092 0.000540919 0.00124297 0.000342659 -0.000594627 0.000609334 0.000996553 0.00128815 0.000624816 0.00237768
internal_weight=0 0.0306512 0.029363 0.0278111 0.0260464 0.0250016 0.0237122 0.00681916 0.00281335 0.016893 0.00225568 0.0146373 0.0135977 0.0040058 0.0123521 0.00262636 0.0111117 0.00246122 0.00865045 0.00664101 0.00554891 0.00344904 0.00209987
internal_count=3121 2881 2826 2735 2254 2222 2180 1104 844 1076 316 760 679 260 633 235 566 86 480 406 252 147 105
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=31 151 4 41 39 42 1374 15 3 43 16 47 4 0 0 43 50 16 51 133 105 10 3 42 16 0 13 4 3 3
split_gain=0.0017814 0.00131501 0.0018476 0.00129905 0.00115806 0.00135263 0.000984377 0.000945788 0.00119073 0.00135607 0.00128132 0.00125351 0.00114333 0.00139468 0.00173064 0.00131925 0.000850687 0.000847597 0.000828981 0.00110311 0.000734474 0.000619381 0.000656021 0.000514997 0.000552137 0.000497437 0.000459686 0.000629326 0.000567181 0.000433932
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.078475000000000017 0.16946000000000003 -0.11466499999999999 0.093235000000000012 -0.14147499999999996 0.30112000000000005 -0.20207499999999998 0.22339500000000004 0.11635500000000001 -0.49405499999999997 -0.062294999999999996 -0.11437499999999999 0.084740000000000024 0.11875500000000001 -0.010699999999999999 0.12547500000000003 0.083950000000000011 1.0000000180025095e-35 0.11192500000000001 0.11924500000000002 0.094725000000000018 0.0057500000000000008 0.15398500000000004 -0.010384999999999998 0.024790000000000003 0.090900000000000009 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=-1 -2 3 4 5 -3 7 -7 9 23 12 25 -11 14 17 -15 20 26 19 -16 21 22 -4 24 -9 -12 -14 28 -28 -24
right_child=1 2 16 -5 -6 6 -8 8 -10 10 11 -13 13 15 18 -17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014287930805122113 -0.0012368928206758258 -0.0011102104897703381 0.0013033555849823535 -0.0012446719292721273 0.0014288219429571055 -0.00084309882104911988 -0.0013119748144075393 0.00019137029222613005 0.0012022517750540302 -0.001418329239362792 -0.0014284819936687281 0.00041504344934120262 0.00040609768564234256 0.001090975106465833 -0.0012778067908486915 -0.00012435077605439795 -0.00050454362759471023 0.00079308507452363261 0.0002734794342929037 2.2854342445594009e-05 -0.00046857385498499644 0.00011496048905392904 -0.0002007373062767003 2.4871490419541029e-05 0.0014029798347762932 -0.00028672991102935704 -0.0004452897797170376 -0.00092741423195740608 0.00054455476615509644 0.0010620570559653857
leaf_weight=0.001760924970781729 0.0017828227228307006 0.0025381586946391357 0.0047556826081667225 0.0019738740527230894 0.0010391287863740209 0.0025901881540768548 0.0012075055633680156 0.0011510674930192968 0.0017422694195658997 0.0010954999106615937 0.0030471243696350561 0.0014339983117679367 0.0034105931094927664 0.0044757681516394308 0.0043810081979724913 0.0030735027928017189 0.0014379250096681071 0.0035319416771173355 0.0015830735392423634 0.001910373901305995 0.0010380617244862842 0.0020780291104927073 0.0012360974852754225 0.0016296393005177379 0.0023015912382788883 0.0010456169578958452 0.0024012359123162233 0.0019244446806396809 0.0023239392420748572 0.0010077418212688372
leaf_count=86 64 142 168 99 14 131 33 49 60 31 305 35 57 94 840 29 14 50 64 522 14 19 12 23 15 10 34 24 23 60
internal_value=0 -2.70976e-05 6.94083e-06 -0.000108232 -6.32222e-05 -9.49942e-05 -3.92925e-05 -5.18217e-06 4.593e-05 -3.5445e-06 -0.000101976 -0.00073414 1.40535e-05 6.81333e-05 -0.000117569 0.000596185 0.000523431 0.000191116 -0.000650392 -0.000882862 0.000669557 0.000799707 0.001003 0.000686677 0.000999046 -0.00113679 -2.02239e-05 -0.000238884 4.15363e-05 0.000366403
internal_weight=0 0.0651479 0.0633651 0.0518115 0.0498377 0.0487985 0.0462604 0.0450529 0.0424627 0.0407204 0.0356381 0.00552674 0.0301114 0.0290159 0.0214666 0.00754927 0.0115535 0.0135922 0.00787446 0.00629138 0.0101156 0.00907755 0.00699952 0.0050823 0.00345266 0.00409274 0.0100602 0.00664962 0.00472518 0.00224384
internal_count=3121 3035 2971 2684 2585 2571 2429 2396 2265 2205 2118 350 1768 1737 1614 123 287 188 1426 1362 273 259 240 87 64 315 138 81 57 72
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=25
num_cat=0
split_feature=160 52 47 52 376 4 14 157 51 484 42 43 12 42 13 2 2 2 16 4 0 15 3 1
split_gain=0.000289285 0.00025632 0.000417499 0.000397544 0.000272197 0.000313253 0.000235804 0.000453067 0.000462431 0.000375497 0.000414375 0.00032542 0.000420983 0.000283325 0.000371903 0.000328321 0.00035804 0.000338418 0.000499013 0.000420494 0.000295273 0.000250594 6.84476e-05 8.69204e-06
threshold=-0.40698999999999991 -0.24456499999999998 0.11635500000000001 -0.15026499999999995 0.088470000000000007 -0.49405499999999997 0.076175000000000007 -0.08107499999999998 -0.076794999999999988 0.084750000000000006 -1.0000000180025095e-35 -0.06984499999999999 0.051320000000000005 0.075730000000000006 -0.097984999999999989 0.083215000000000011 0.090545000000000014 0.10672500000000001 -0.095094999999999985 0.058735000000000009 -0.073309999999999986 -1.0000000180025095e-35 0.12745000000000004 0.096575000000000008
decision_type=2 2 2 2 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 -3 5 -5 7 -7 -9 10 -10 12 -12 15 -15 23 -17 18 -18 20 -19 -14 -21 -13
right_child=1 3 -4 4 -6 6 -8 8 9 -11 11 13 21 14 -16 16 17 19 -20 22 -22 -23 -24 -25
leaf_value=-0.0023689555364873496 -0.0029666606351102312 0.0027208227230722708 0.00047160006219282378 -0.0022451158001435107 0.0021203996485532118 0.0023545266127435933 -0.0017514012775122589 -0.0026860692209688375 -0.002015843012818189 0.0028234609005677804 0.0038054347631373371 0.0015107087041532834 -0.00054744940853668374 0.00028521396852244013 -0.0035614764527075425 -0.0024314644487774652 0.0035366383693100243 0.0020961801790557988 -0.00015913703521382359 -0.0012872820345369586 -0.0010392614354495047 0.0021806064477092437 -0.0029179706390849414 0.0020935766802372691
leaf_weight=0.0010136514987468806 0.00139101743416603 0.0011816243210258639 0.0014250784896692181 0.0012084097485640611 0.0012338261562216948 0.0017792816319932561 0.001316244943627253 0.0011974991808931792 0.0017868669343874535 0.0010096325443331713 0.0010416957121899264 0.0010227776982674229 0.0017668823348171436 0.0010012189986818819 0.0010026156681861619 0.001219864019645911 0.0012190311209678839 0.0013065019696014701 0.0018085173254576148 0.0010425242437861471 0.0011049418593884752 0.001082198641122023 0.0010101963702418004 0.0010170367514010792
leaf_count=240 327 102 37 58 49 186 59 112 631 117 133 34 193 71 446 28 26 36 28 41 22 60 52 33
internal_value=0 5.57911e-05 -0.00122674 0.000187801 7.34648e-05 -2.77847e-05 8.51028e-05 0.000192925 6.58266e-06 0.000172428 2.72217e-05 0.000246535 0.00137676 -9.82232e-05 -0.00163947 0.000189033 -0.000188484 0.000176737 0.00132895 -0.000604683 0.000659497 0.000488779 -0.00208979 0.00180132
internal_weight=0 0.0301755 0.0028161 0.0273594 0.0261778 0.0249439 0.0237355 0.0224193 0.02064 0.0194425 0.0184329 0.016646 0.00389078 0.0127552 0.00200383 0.0107514 0.00871158 0.00749171 0.00302755 0.00446416 0.00241144 0.00284908 0.00205272 0.00203981
internal_count=3121 2881 364 2517 2415 2366 2308 2249 2063 1951 1834 1203 386 817 517 300 233 205 54 151 58 253 93 67
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=24
num_cat=0
split_feature=1456 453 4 11 3 10 133 0 48 160 133 13 0 0 0 1374 2 52 1 16 0 1 1
split_gain=0.000260043 0.00027762 0.000348694 0.000632155 0.000381111 0.000500021 0.000297067 0.000467433 0.000409977 0.000347872 0.000408761 0.000470759 0.000485298 0.000499135 0.000372243 0.000393021 0.000315917 0.000378966 0.000242816 0.000241767 0.000204265 0.00022154 0.000188299
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.079915000000000014 -0.13309499999999996 0.039530000000000003 0.10622000000000002 -0.0058249999999999994 -0.075224999999999986 -0.089974999999999986 -0.0061299999999999992 -0.084034999999999985 -0.052984999999999997 -0.060129999999999996 -0.099059999999999995 -0.094929999999999987 0.11018500000000002 0.090645000000000017 0.11323000000000001 -0.23935499999999996 -0.13455999999999999 0.083345000000000016 0.094465000000000007
decision_type=2 2 2 2 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 -4 7 8 -2 -10 -11 20 13 14 15 -13 17 -9 -6 -17 -12 -22 -21
right_child=1 -3 4 -5 18 -7 -8 16 9 10 11 12 -14 -15 -16 19 -18 -19 -20 22 21 -23 -24
leaf_value=-0.0021300583317347584 -0.0028113001882983032 -0.0021439398866631098 0.0015747556763476723 -0.0034634508051414031 0.00073393102844289708 -0.0022380483036133071 -0.0020961688184163081 0.0023333526098239018 -0.0019893174735183981 -0.0017341731587064853 0.00029960480936548661 -0.0018243213351005064 -0.002279406119506608 0.0032888344752203991 -0.0023950437672254107 -0.00054092245898266437 0.0035386013781925759 -0.00057704639872584607 0.0034614865287067292 0.00080673071721307221 0.0013268882419815698 0.00398616766786086 0.0031279577033209638
leaf_weight=0.0010798269160250387 0.0010470506612705313 0.0010583689427630097 0.0016015684740438019 0.0010195488311168779 0.0010543461351204533 0.0011195635186140862 0.0011573892728069515 0.0016191024342120447 0.0014899947426489932 0.0017585920150098308 0.0010810213756897724 0.0011064760046792799 0.00151019849941747 0.0010184672357240743 0.0010480043435761033 0.001156040785314616 0.0010469168095426085 0.0018212474685199709 0.0015365192976357633 0.0014890360937869183 0.0012635311322055616 0.0011431448275249778 0.0012164691088933921
leaf_count=288 67 75 67 142 59 15 380 85 262 630 48 16 77 12 326 18 24 31 192 40 156 65 46
internal_value=0 5.70001e-05 0.000139299 -9.42122e-05 0.00115002 6.04227e-06 6.2123e-05 0.00018213 -0.000161717 1.9832e-05 0.000236903 0.000524985 -2.81324e-05 0.000455182 -2.4534e-05 0.000475525 0.0014333 0.00079265 0.00235151 0.00113452 0.0018801 0.00259002 0.00185042
internal_weight=0 0.0293626 0.0283042 0.0229922 0.005312 0.00272113 0.0219727 0.0208153 0.016328 0.015281 0.013791 0.0120324 0.00854469 0.00703449 0.00601603 0.00496802 0.00448727 0.00344035 0.00259087 0.00386155 0.0034877 0.00240668 0.00270551
internal_count=3121 2833 2758 2425 333 82 2283 1903 1763 1696 1434 804 535 458 446 120 140 116 251 104 269 221 86
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=25
num_cat=0
split_feature=41 16 2 147 1 13 13 39 42 39 133 3 0 160 474 151 150 1 48 43 12 2 0 42
split_gain=0.000240959 0.000362947 0.000276851 0.000371012 0.00026231 0.000249115 0.00035819 0.000320266 0.000359487 0.000389355 0.000421915 0.000405789 0.000436628 0.000398633 0.00063201 0.0003978 0.000465046 0.000301071 0.000401683 0.000290999 0.000429319 0.000268816 0.000263353 0.000140333
threshold=0.07831500000000001 -0.23935499999999996 -1.0000000180025095e-35 0.10245000000000001 0.10254500000000001 -0.53104499999999988 -0.47860499999999995 0.13507500000000003 -0.11466499999999999 0.091820000000000013 0.087170000000000011 -0.10023499999999998 -0.053834999999999994 -1.0000000180025095e-35 0.084660000000000027 -0.0083949999999999979 0.082565000000000013 0.10060500000000001 0.12879500000000002 0.084740000000000024 0.09334000000000002 0.090790000000000023 -0.14116499999999996 1.0000000180025095e-35
decision_type=2 2 2 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 -4 -7 8 -8 10 11 19 13 14 -13 16 -15 22 21 20 23 -19 -17 -10
right_child=1 -3 5 -5 -6 6 7 -9 9 -11 -12 12 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0010129016725307937 0.00057243116095738325 -0.0034682933668354716 -0.002436999213386656 -0.00096986061589043535 0.0044492707302872768 0.0026790834407189718 -0.003116265780463888 0.002611169126976844 0.0020056445221925973 0.0027308000215665032 -0.0031654138464637621 -0.003558252515269525 -0.0030841353420715421 -0.0036766028024121937 0.00097259234826588758 0.0011664683836771668 0.00050654609704838601 0.0013557774792694818 -0.00066344523339261299 -0.00082600845770388698 -0.00034449675330807506 0.0044460443106778399 -0.0022732569392119061 0.0045576356529984634
leaf_weight=0.0011500343134347437 0.0010043554205481087 0.0011684257768607145 0.0010383434678828954 0.0010281566644891882 0.0010169863317059935 0.0011779183498354896 0.001005543478215686 0.0010026174357520281 0.001025675146461672 0.0011178452854538881 0.0011433563471239241 0.001842873260978096 0.001434303322472648 0.0011128381441753996 0.001259079998616297 0.0011728351020181488 0.0015382655446103399 0.0013837188454424165 0.0010829948924993005 0.0012706443889669572 0.0012471536911693448 0.0013523517631099935 0.0010035416013669512 0.0010694010209277849
leaf_count=48 50 101 33 7 122 37 147 31 76 76 658 345 153 88 121 43 73 42 15 24 102 54 652 23
internal_value=0 -0.00160049 0.000104664 0.00146864 0.0026256 -7.48205e-05 3.07062e-05 -0.000110675 -0.00024024 -9.60519e-05 -0.000262902 -7.64184e-05 -0.000516718 -0.000203278 -0.00171919 0.000340555 -0.00124939 0.00104361 0.00187745 0.00118188 0.00194524 0.0028832 -0.000419612 0.00330827
internal_weight=0 0.00217278 0.0274765 0.00319518 0.00216702 0.0242813 0.023243 0.022065 0.0210624 0.0200569 0.018939 0.0177957 0.0131828 0.0117485 0.00310195 0.00864655 0.0026511 0.00599544 0.00381907 0.00461287 0.00334223 0.00273607 0.00217638 0.00209508
internal_count=3121 151 2970 177 170 2793 2760 2723 2692 2545 2469 1811 1586 1433 466 967 161 806 111 225 201 96 695 99
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=23
num_cat=0
split_feature=1 0 3 2 133 15 15 15 16 4 3 15 3 14 13 1 1 12 43 16 2 47
split_gain=0.000229768 0.000321598 0.000514674 0.000309007 0.000278117 0.000262508 0.000426204 0.000949355 0.000393599 0.000342526 0.000333481 0.000507529 0.000259288 0.000360454 0.000397446 0.000324459 0.000459294 0.000256579 0.000181668 0.000182469 0.000318474 0.000137922
threshold=0.077565000000000009 -0.084044999999999995 -0.00083499999999999991 0.14445500000000003 0.085635000000000003 0.024640000000000006 -0.016799999999999995 -0.03241999999999999 -0.18708499999999997 0.0082450000000000006 -0.10519499999999998 -0.18895499999999996 -0.075944999999999985 -0.075879999999999989 -0.053889999999999993 0.11212500000000002 0.094465000000000007 0.098810000000000023 -0.20207499999999998 -0.083539999999999989 0.097845000000000015 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
left_child=1 2 -1 4 5 6 7 10 -7 -8 11 -2 -12 -14 -15 16 -16 18 -3 -20 -21 -18
right_child=3 17 -4 -5 -6 8 9 -9 -10 -11 12 -13 13 14 15 -17 21 -19 19 20 -22 -23
leaf_value=-0.0037357602504239306 -9.8591538019821483e-06 0.0014670884904772411 4.2577703485355665e-05 0.0021740708582666745 0.0019838991582917403 0.00041075209826950464 0.00037902516102107246 -0.0035170575800818412 -0.0026779547516885731 0.0029660112070059659 -0.0019510424773272455 0.0030873202457449311 -0.0018657092996812994 0.0019545512218380502 -0.00094718613580249212 -0.0016365551981891893 0.002621896136791855 -0.0017666420470457567 0.0011225448899497741 -0.002273447208652502 0.00033565101460504397 0.00067647402420138692
leaf_weight=0.0010030079136501557 0.0018504433452619651 0.001252196281633644 0.0010095023250897839 0.0010462047441013303 0.0010259223992497004 0.0011084699512409202 0.0017474091272937668 0.0010636941446264822 0.0011980618876408214 0.0012080183257126009 0.0010400884792787198 0.0012286010155193568 0.0011949356295044584 0.0016531504309078562 0.0017975073994591665 0.0014683680362210794 0.0010122119288666909 0.0010885226467824971 0.0010876214862073352 0.0010729977529102541 0.0016675054200261386 0.0010221022638710053
leaf_count=783 55 40 32 123 243 34 203 34 257 24 128 42 63 115 45 47 48 211 78 365 127 24
internal_value=0 -0.000543768 -0.00184049 0.000195889 9.04003e-05 -1.40786e-05 0.000152966 -0.000131574 -0.00119359 0.00143644 0.000161978 0.00122598 -0.000194571 2.96339e-05 0.00035535 -0.000143448 0.000428717 -0.000120727 0.000231931 -0.000172095 -0.000685897 0.00164446
internal_weight=0 0.00818135 0.00201251 0.0206652 0.019619 0.0185931 0.0162865 0.0133311 0.00230653 0.00295543 0.0122674 0.00307904 0.00918836 0.00814828 0.00695334 0.00530019 0.00383182 0.00616884 0.00508032 0.00382812 0.0027405 0.00203431
internal_count=3121 1636 815 1485 1362 1119 828 601 291 227 567 97 470 342 279 164 117 821 610 570 492 72
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=21
num_cat=0
split_feature=3 12 1 50 48 40 4 160 150 133 15 15 3 10 52 15 1 52 47 2
split_gain=0.000227616 0.000248612 0.000534105 0.00027703 0.000355783 0.000401147 0.000527375 0.000376728 0.000347717 0.000294794 0.000294372 0.000320105 0.000304244 0.000367933 0.000293562 0.00030059 0.00017573 0.000171725 0.000293186 0.000154901
threshold=0.30112000000000005 -0.069644999999999985 0.099195000000000019 0.10647500000000001 0.12649500000000002 -1.0000000180025095e-35 0.0061450000000000003 0.088755000000000014 0.087865000000000013 0.084415000000000018 -0.018314999999999994 0.035560000000000008 -0.10519499999999998 0.039530000000000003 -0.088204999999999992 -0.03241999999999999 0.077845000000000011 -0.070154999999999981 0.092710000000000015 0.097845000000000015
decision_type=2 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 -3 8 10 9 14 12 -12 13 -8 -7 -16 19 -14 -19 -17
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 11 -13 17 -15 15 16 -18 18 -20 -21
leaf_value=-0.0004551347752760493 0.0017283146564154026 -0.002084652402363346 0.0030303390495859963 -0.0019137874513015856 -0.0021336097257260776 -0.0015129109895786444 0.0027338578619295374 0.002830545757101469 -0.0026278832681448272 -0.0022581695325495218 0.003298699357842523 0.00040807884606422034 -0.0019137404573405441 -0.00037350784368677276 0.00218032602694426 -0.0003215819502944379 -0.0012202193112443673 0.0013206998714520039 -0.0013592128845255392 0.0014966763980621175
leaf_weight=0.0017006120857736553 0.0011742200925670679 0.0013919908730883881 0.0012452400907334571 0.0014921712230100406 0.0013419988122542739 0.0015583534143694929 0.0012169096383587439 0.0013010210785626706 0.0011322635779560395 0.0010373320040693024 0.0011076169791977 0.001441806729848949 0.0012324353350066106 0.0012767581879415957 0.001295478955474879 0.0016799154967512891 0.0013982448768170563 0.001268292469466358 0.0014090791808323289 0.0014083664407129604
leaf_count=90 132 77 199 304 50 288 59 84 127 489 21 54 67 14 88 446 235 167 62 68
internal_value=0 -9.03993e-05 0.00101821 -0.000226531 -0.000114623 1.34489e-05 0.00016122 0.000797342 -0.000524665 -0.00024041 0.00050188 0.00166393 3.92307e-05 0.00114289 4.47375e-05 0.000464551 -3.08762e-05 -0.000664679 -8.97167e-05 0.000507609
internal_weight=0 0.0269359 0.00294585 0.02399 0.0224979 0.0211559 0.0197639 0.0102539 0.00950995 0.00837769 0.0089529 0.00254942 0.00640347 0.00249367 0.00734036 0.00578201 0.00448653 0.00390981 0.00267737 0.00308828
internal_count=3121 2989 289 2700 2396 2346 2269 528 1741 1614 444 75 369 73 1125 837 749 296 229 514
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=24
num_cat=0
split_feature=41 2 147 133 133 3 1 42 11 52 2 3 52 52 16 4 15 52 15 47 1 3 0
split_gain=0.000247213 0.000232232 0.000283389 0.000230174 0.000290747 0.000209202 0.000318329 0.000312845 0.000292299 0.000253911 0.000441669 0.000263075 0.000260422 0.000220064 0.000217806 0.000204188 0.000347807 0.000159651 0.000157153 0.000156786 0.000149042 0.000139741 6.96842e-05
threshold=0.079885000000000025 -1.0000000180025095e-35 0.10245000000000001 0.10622000000000002 0.092845000000000011 -0.12018999999999998 0.10439500000000002 0.09796500000000001 1.0000000180025095e-35 -0.088204999999999992 0.10327000000000001 0.090900000000000009 0.077655000000000016 -0.24456499999999998 -0.0007049999999999999 0.033845000000000007 -0.10653 -0.0092699999999999987 -0.033689999999999991 0.09717000000000002 0.096860000000000016 -0.081054999999999974 -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
left_child=1 2 20 4 5 8 9 13 14 -7 11 12 -11 -8 -3 17 19 -15 -18 -17 -1 -14 -13
right_child=-2 3 -4 -5 -6 6 7 -9 -10 10 -12 22 21 15 -16 16 18 -19 -20 -21 -22 -23 -24
leaf_value=0.00099801410891394598 -0.0015819282766898228 0.00028619954825695492 -0.00066889408573880241 -0.0020733841416407848 0.0022148204909691804 -0.0026026884625972731 -0.00189501099967459 0.0023355451815357158 -0.0010083835570867277 -0.0020065839710500508 -0.0030360284088285761 0.0020052125293781213 -0.00082410097624825566 0.0026088364417182143 0.0029227000023533357 -0.00018782095844247377 -0.0026729103550845422 0.00020878697222111251 -0.00029060688392596953 0.0021778951702808875 0.003375444111756081 0.001457621544699974 0.00039440955221692765
leaf_weight=0.0010166130940945086 0.0017995201620735193 0.0010899991665098696 0.0010005529462944196 0.0010337256685262189 0.001117601239389642 0.001380599839708725 0.0010437119766244507 0.0012493239185307203 0.0010695817415804498 0.0017153101774981605 0.00114302216863571 0.0010270729852663862 0.0010410516990759788 0.0010382112013296307 0.0013361277052865673 0.0011029963892363881 0.0011094930839981032 0.0010868191260158255 0.0010165177021619343 0.0010453388475752945 0.0010041527427802066 0.0010161003723923034 0.0010309818299489848
leaf_count=37 133 46 7 415 112 341 47 59 136 569 140 29 344 76 29 79 59 44 24 31 135 200 29
internal_value=0 9.61724e-05 0.00123615 -5.55984e-05 4.07012e-05 -7.75817e-05 -0.000277605 0.000308767 0.000897818 -0.000887721 -0.000548197 -6.04796e-05 -0.000747193 -3.14277e-05 0.00173819 0.000272515 -0.000278758 0.00138136 -0.00153385 0.000963291 0.0021794 0.000302923 0.00119828
internal_weight=0 0.0257149 0.00302132 0.0226936 0.0216599 0.0205423 0.0170466 0.00869241 0.00349571 0.00835414 0.00697354 0.00583052 0.00377246 0.00744309 0.00242613 0.00639938 0.00427435 0.00212503 0.00212601 0.00214834 0.00202077 0.00205715 0.00205805
internal_count=3121 2988 179 2809 2394 2282 2071 419 211 1652 1311 1171 1113 360 75 313 193 120 83 110 172 544 58
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=421 31 14 39 42 123 1374 0 0 44 48 1 3 484 14 15 52 13 3 0 16 52 4 43 13 3 12 41 13 124
split_gain=0.00186035 0.00190288 0.00186035 0.00159454 0.0016735 0.0014623 0.00131127 0.00121787 0.00296738 0.00201296 0.00183204 0.00127287 0.00149446 0.0010447 0.00144797 0.000945312 0.000917489 0.00089716 0.00086894 0.0011341 0.00153081 0.00102713 0.000870576 0.000708093 0.00141401 0.00113805 0.000953643 0.000654885 0.000496185 0.000476263
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.16946000000000003 -0.26584999999999998 0.091310000000000016 0.097240000000000007 -0.10607499999999999 -0.075684999999999988 1.0000000180025095e-35 0.12879500000000002 1.0000000180025095e-35 0.11296500000000002 -0.079734999999999986 -0.073394999999999974 -0.094329999999999983 0.083680000000000018 -0.020934999999999999 -0.116045 0.12113000000000002 0.0057500000000000008 0.11434500000000002 -0.46376499999999993 -0.074359999999999996 -0.15078499999999997 -0.074479999999999977 0.092355000000000007 0.077300000000000021 -0.084034999999999985 -0.010204999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 9 16 10 11 12 -6 -10 -15 17 -9 -13 19 27 -21 23 -22 25 -25 26 -20 -16 -18 -7
right_child=1 2 -4 -5 5 29 -8 8 13 -11 -12 15 -14 14 18 -17 28 -19 21 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012694736625908974 0.0012687537133797009 -0.0012687018016146268 -0.0011662167306117318 0.0012688755082386246 -0.0012683896990973173 0.0011869201541077202 -0.001256147426904271 -0.0011340868263264201 -0.0012309730511323939 -0.001252061221821731 -0.00075020430924546222 0.00087204221473034197 0.00065818258540661012 0.00094072642020037549 0.0011437846139095936 0.0008918239926133906 0.00022005662006662621 2.5935238538419433e-05 0.00036208239167117017 -0.0011080509491660207 -0.00028652957903461333 -0.0011781689700219584 0.0011813413639974535 0.00025458469589892125 -0.0010778206206534607 0.00085163253213060537 -0.0012684406235364777 9.1826668003784935e-05 -0.00091970707310235888 0.00011783949884819823
leaf_weight=0.0017872043071349699 0.0017366684868456153 0.0018054164250571594 0.0024260969512965849 0.0014747537340440422 0.0014591613486700716 0.0020131783497419065 0.0014728092961959751 0.0057802237813935273 0.0010193240763172176 0.0014825490293901558 0.0024815356961198623 0.0028769165200799298 0.0011646528755591135 0.0027705057789546563 0.0025610172423853293 0.0070021050247959264 0.0015744311101091313 0.0067358654053180063 0.0012515996630710902 0.0017202744056703523 0.0013238591553346168 0.0016857345242922159 0.0012768100104949553 0.0024797333132440249 0.0026509612241483373 0.0024332866077827467 0.0010705575743656937 0.0015151719517234596 0.0010076586040437263 0.0010049134060352563
leaf_count=20 86 17 98 21 82 52 27 890 80 32 27 73 6 51 42 130 166 65 33 9 61 110 10 28 275 36 77 18 458 41
internal_value=0 -4.16112e-05 -7.6343e-05 -3.44358e-05 -6.56278e-05 -2.9315e-05 -7.50284e-05 -4.35852e-05 -0.00020352 0.000177824 0.000275423 0.000407715 -0.000413227 2.51803e-05 8.14888e-05 0.000537358 -0.0008533 0.000279158 -3.7722e-05 0.000272862 -0.000179851 -0.000263097 0.000434128 -0.000107064 -0.000433851 0.00024551 -0.000389619 0.000752758 -0.000224735 0.000830956
internal_weight=0 0.0672578 0.0655211 0.063095 0.0616203 0.0598148 0.0567967 0.0553239 0.0321211 0.0232028 0.0217202 0.0192387 0.00262381 0.0237588 0.0227395 0.0166149 0.00836231 0.00961278 0.019969 0.00839713 0.00432094 0.0115719 0.00260067 0.00988614 0.00513069 0.00475544 0.00232216 0.00407619 0.00258209 0.00301809
internal_count=3121 3101 3015 2917 2896 2879 2786 2759 2344 415 383 356 88 830 750 268 1514 138 699 140 80 559 71 449 303 146 110 60 624 93
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=23
num_cat=0
split_feature=1213 132 38 124 42 47 43 12 13 448 475 147 15 160 160 457 16 16 0 2 51 3
split_gain=0.000207589 0.000233222 0.00034069 0.00048872 0.000300858 0.000529995 0.000322652 0.000426146 0.00028313 0.000373829 0.000293156 0.000347422 0.000367206 0.000427658 0.000274204 0.00049517 0.000285879 0.000330497 0.000252613 0.00021543 0.000194435 2.47204e-05
threshold=-1.0000000180025095e-35 0.081240000000000021 1.0000000180025095e-35 -0.043384999999999993 -1.0000000180025095e-35 0.10843500000000002 0.25787500000000008 0.12757000000000002 -0.17933499999999997 -0.050549999999999991 -1.0000000180025095e-35 0.087210000000000024 -0.26481999999999994 -0.030779999999999998 0.086870000000000017 0.088350000000000026 -0.39185999999999993 -0.073849999999999985 -0.057069999999999989 0.086950000000000013 0.082455000000000014 -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
left_child=-1 2 3 21 5 -5 7 8 -6 -10 -11 12 -12 -14 16 -16 -15 20 -3 -19 -18 -2
right_child=1 18 -4 4 6 -7 -8 -9 9 10 11 -13 13 14 15 -17 17 19 -20 -21 -22 -23
leaf_value=-0.0019764610458277228 0.0016544644616097129 1.1462707027329569e-05 -0.0026102043155233324 -0.0039215496828624791 0.0016831808695931946 0.0005453822321470407 -0.0024336605433103635 0.0028720897654471284 0.002259635111916897 -0.0023988831759576361 0.0023952923756937481 -0.0025324360891917888 -0.0029947466931458744 -0.0016187955341240856 -0.0031662064451057374 0.0006617002407829733 0.0010505285950317168 0.001141544879272522 0.0030958847303704422 -0.0010963349946955354 0.0036471753167204401 0.0026397723280162013
leaf_weight=0.0010325615431484572 0.0010246136117393334 0.0011087880375759696 0.0010010125687571749 0.0010871492956356912 0.0017653158482229181 0.0010319630672093183 0.0010066713347756098 0.0010879702382364789 0.0011354467693323054 0.0013288638683874874 0.0011808702980227138 0.0011544244020527126 0.0010084481507073332 0.0010339784628214917 0.0012718722258502346 0.001431841290354896 0.0012613683726412335 0.0017602391104985116 0.0010125492316710441 0.0016716066886890424 0.0010559269127088378 0.0010056603304802172
leaf_count=491 96 203 54 456 83 21 41 53 68 360 63 45 289 50 91 24 125 141 67 147 41 112
internal_value=0 6.4054e-05 -5.98519e-05 4.96962e-05 -0.000150032 -0.00174625 2.65586e-05 0.000163026 -9.73763e-06 -0.000205132 -0.000402782 -0.000196046 3.4954e-05 -0.000230618 6.32081e-05 -0.00113901 0.000542406 0.000931097 0.00148371 5.15032e-05 0.00223375 0.00214252
internal_weight=0 0.0264266 0.0243052 0.0233042 0.021274 0.00211911 0.0191548 0.0181482 0.0170602 0.0152949 0.0141594 0.0128306 0.0116762 0.0104953 0.00948683 0.00270371 0.00678312 0.00574914 0.00212134 0.00343185 0.0023173 0.00203027
internal_count=3121 2630 2360 2306 2098 477 1621 1580 1527 1444 1376 1016 971 908 619 115 504 454 270 288 166 208
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=20
num_cat=0
split_feature=1374 457 484 15 11 43 43 48 42 3 12 1 15 0 0 4 3 49 12
split_gain=0.000205631 0.000363343 0.000354521 0.000257432 0.000489128 0.00035126 0.000551 0.000420365 0.000241208 0.000396574 0.000437301 0.000187048 0.000314354 0.000281716 0.000450026 0.000317597 0.000287574 0.000212276 0.000163189
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.24436499999999997 0.081365000000000007 -0.074359999999999996 -1.0000000180025095e-35 0.086665000000000006 -0.094469999999999985 -0.077774999999999983 0.084100000000000022 0.13210500000000003 -0.10203999999999998 -0.10151999999999999 -0.13455999999999999 -0.10429499999999998 0.076840000000000006 -0.006494999999999999 0.11201500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 18 5 7 -7 8 -5 10 -10 12 -8 14 17 16 -15 -14 -4
right_child=1 -3 3 4 -6 6 11 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20
leaf_value=-0.0015965329603959766 -0.001804643228172878 0.0018639506494484677 0.0019352637823007346 -0.0010056485990233401 -0.002357167840294357 -0.0028238848310413911 -0.0018741831292744683 0.0025638623033889794 0.0017235827633779858 0.0020206807085224716 -0.0013161779701079323 0.0013048031348693737 -0.00099145785706308571 0.0011766935403634297 0.00285813178628813 -0.0023244567505779417 -0.0013102321175040492 0.001130137809384011 5.0357386541270853e-05
leaf_weight=0.0010937005910136568 0.001509977130529693 0.0014650894799395067 0.0015578571689349686 0.0015403656351349326 0.0012350829153042744 0.0011308334466066912 0.0014176007798072342 0.0013679739295313631 0.0010500047841492943 0.0018922395982787733 0.0017802268309776714 0.0012086693630060106 0.0014656406773099206 0.0014201293242876965 0.0010413100674018204 0.0011372014814599249 0.0011948171647411243 0.001194543325198083 0.0010891288641126096
leaf_count=55 482 104 198 109 136 623 92 148 62 130 339 46 49 21 34 363 65 38 27
internal_value=0 5.7395e-05 -5.18239e-05 6.46504e-05 -7.97255e-05 6.95632e-05 -0.000351256 0.000687806 0.000278024 0.00069673 -0.000188439 -7.38593e-05 -0.000261696 4.4981e-05 0.000776194 -0.000676361 4.03714e-05 -3.87651e-05 0.0011597
internal_weight=0 0.0256987 0.0242336 0.0227236 0.0200766 0.0188416 0.0112107 0.00763081 0.00626284 0.00472247 0.00283023 0.0100799 0.00887124 0.00745364 0.00370149 0.00375215 0.00261495 0.00266018 0.00264699
internal_count=3121 3066 2962 2480 2255 2119 1331 788 640 531 401 708 662 570 121 449 86 87 225
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=31 151 4 1456 39 16 376 1348 11 34 1374 403 1456 158 3 4 38 3 156 52 43 3 0 3 160 15 52 49 15 16
split_gain=0.00187235 0.00135311 0.00141622 0.00145718 0.00123648 0.00136023 0.00121921 0.00116168 0.00119805 0.00111963 0.00106786 0.000917133 0.000905078 0.000945701 0.000979328 0.00107195 0.00105788 0.00121909 0.0010516 0.00105034 0.000990727 0.001376 0.000996268 0.000974292 0.000869705 0.00103231 0.000771871 0.000644003 0.000611503 0.000601171
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.091180000000000011 0.16946000000000003 0.51524500000000006 0.088470000000000007 0.084620000000000015 0.080320000000000016 -0.112215 0.08926000000000002 -0.092474999999999988 -1.0000000180025095e-35 0.085900000000000018 -0.12018999999999998 -0.49405499999999997 0.091770000000000004 0.31299000000000005 0.091255000000000017 0.10744000000000002 -0.073959999999999984 0.086245000000000016 -0.11991499999999998 -0.14186499999999996 -0.084454999999999988 -0.13578499999999996 -0.029369999999999997 -0.069799999999999987 -0.0088349999999999974 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 10 -4 11 -3 -13 14 19 -16 17 18 20 23 24 22 -22 26 -17 -26 -14 -23 -29 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 29 -12 12 13 -15 15 16 -18 -19 -20 -21 21 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011721645634034617 -0.0010261846372465987 -0.0011717754206543023 -0.00065016151618602427 -0.00095705870157472984 0.0011721798271054737 -0.00099822664293975185 0.00075922241540083476 0.0008860866708163131 -0.0011718061669328125 0.0011719350526473351 -0.0011711920301091566 -0.00082478569332225451 0.00043670344922390719 -0.0010217371973871943 -0.0011133978738418547 -0.00059860204344941589 -0.0010574576880647466 0.0011718231665006627 -0.0010281814505783437 0.0011399826252403115 7.3164350886791478e-06 -0.00037218779409930357 -0.0010225596394503455 0.0006587695290910865 -0.0006728115498854495 0.00055540624549300682 -0.00069732083649923509 -8.1157008772296633e-05 0.00053922980211591634 0.00045110024379297557
leaf_weight=0.0017539913307054169 0.0019100622931418334 0.001060137325283427 0.0010921790421889463 0.0010750770925369588 0.0010238883463671291 0.0023570987769367937 0.0022310192580619051 0.0015108883089851579 0.0015469762314950222 0.0020084296942286545 0.00130033744531488 0.0020765038878920441 0.001316015025508932 0.0012878337351907012 0.0013496621876640654 0.0013346260866615731 0.0013640150526725838 0.0011668065682499664 0.0014336303764057581 0.0018464084646439005 0.0020208209733709598 0.0035059051351709067 0.0035640103929673169 0.0027358354104194266 0.001062196322685339 0.0081356813111064241 0.0022043074774558136 0.00445870184512387 0.004270716312021249 0.0075965803422590721
leaf_count=86 64 342 8 11 14 145 27 37 72 47 44 258 23 112 43 179 23 37 104 10 31 31 701 22 32 292 31 36 26 233
internal_value=0 -5.35541e-05 -2.62081e-05 0.000343312 -0.000103661 -0.000127352 -8.84623e-05 -0.000125873 -0.00015705 0.000474001 -0.000123998 -9.45197e-05 -6.92162e-05 -3.27776e-05 -2.28596e-06 -9.03039e-05 -4.75763e-05 -3.07373e-06 -4.90975e-05 0.000363435 4.09129e-07 -0.000167981 -0.000649908 0.000134249 0.000285311 0.000413568 -0.000273384 5.1996e-05 0.000222356 0.000601828
internal_weight=0 0.0698464 0.0679363 0.0117723 0.056164 0.0551401 0.052783 0.050552 0.0490411 0.0106972 0.0474942 0.0461938 0.0451337 0.0430572 0.0417693 0.0336668 0.0323171 0.0309531 0.0297863 0.00810257 0.0283527 0.0178202 0.00558483 0.00625616 0.0105325 0.00919788 0.00352032 0.0122353 0.00872942 0.00960501
internal_count=3121 3035 2971 299 2672 2658 2513 2486 2449 288 2377 2333 1991 1733 1621 1535 1492 1469 1432 86 1328 825 732 76 503 324 54 93 62 280
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=39 31 42 376 45 14 4 160 43 1374 1456 151 49 4 47 157 1348 11 34 403 3 43 159 16 3 4 16 13 49 14
split_gain=0.00236966 0.00215186 0.00174789 0.00201045 0.00159095 0.0020625 0.00140733 0.00166611 0.00163366 0.00155267 0.00147304 0.00141651 0.00197934 0.00197478 0.00152416 0.00142979 0.00143053 0.00153723 0.00133014 0.00123943 0.00114655 0.00124989 0.00213321 0.00167928 0.00161411 0.0022959 0.00189323 0.00155063 0.00173638 0.00110667
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.49405499999999997 -0.40698999999999991 -0.52440999999999993 0.097240000000000007 1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.27834500000000006 0.13206500000000002 0.087580000000000005 0.084895000000000012 0.080455000000000013 -0.112215 -0.092474999999999988 -0.52915999999999996 -0.073959999999999984 0.091005000000000016 0.22339500000000004 0.090900000000000009 0.033845000000000007 -0.092484999999999984 -0.10664 -0.08130999999999998 -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 -1 -3 4 -4 6 8 -8 -6 10 11 -9 13 14 15 16 17 19 -15 -13 -21 22 -22 24 27 26 -26 -23 -29 -20
right_child=-2 2 3 -5 5 -7 7 9 -10 -11 -12 12 -14 18 -16 -17 -18 -19 29 20 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011493693916427273 0.0011494049484976712 -0.0011491390369322047 0.0011492459905329108 0.00092041006192829353 0.00036623567837283221 -0.0010307233945846775 -0.0010195158032856384 -0.0010105231135034076 -0.0011285348970259425 -0.0011018041325326297 -0.0011488458576913664 -0.0011488018723711862 0.0010373352831771437 -0.00056242648186110395 -0.0010964600586103512 -0.0009956030804951087 0.0011214344314891837 -0.0011488542204439308 -0.00015846093256631163 0.0011490940101708063 0.00042698716742017005 0.00046653539172428004 -0.001010152963326618 -0.00096475224279774646 -0.00029213821578779313 -0.00047657934807650369 0.00092310837253272208 0.00035071830213173892 -0.00073072200635433649 0.000843537653224468
leaf_weight=0.0019456198556220263 0.0022448576324336491 0.0019441686855543585 0.0013673618250322752 0.0027405575427721365 0.0013772906240774319 0.0030267803381178729 0.0021623780641029091 0.0016131808206125689 0.0032220350158382862 0.0016376631898964425 0.0013720842762499066 0.0011596814694847515 0.0027272829618851793 0.0013772865763712625 0.0017798265413944128 0.0018923237389802941 0.0015134989448597471 0.0015221264477531795 0.0018080584536619435 0.0012272464118723144 0.014004863728064976 0.002824299249912344 0.0015099182579874091 0.0027850760438070657 0.0023050312383929858 0.0037461692882061479 0.0063578249271643008 0.002532222604401114 0.0086587553070387596 0.0074398887515272341
leaf_count=84 23 18 9 49 7 98 213 55 136 28 219 306 31 8 22 81 27 33 27 7 451 37 83 56 17 21 57 26 692 200
internal_value=0 -4.55408e-05 -7.20695e-05 -4.76328e-05 -7.96156e-05 -0.000100212 -6.4359e-05 -2.60155e-05 -0.000680919 3.90783e-06 2.97184e-05 5.32279e-05 7.87748e-05 3.82084e-05 -5.11417e-05 -1.539e-05 2.15991e-05 -1.26286e-05 0.000490784 2.40821e-05 5.36823e-05 2.36238e-05 0.000287123 -0.000116336 -2.6914e-05 0.000274818 0.000599753 -0.000294066 -0.000486021 0.000647638
internal_weight=0 0.0895805 0.0876349 0.0856907 0.0829502 0.0815828 0.078556 0.0739567 0.00459933 0.0717943 0.0701566 0.0687846 0.0671714 0.0644441 0.0538189 0.052039 0.0501467 0.0486332 0.0106252 0.0471111 0.0459514 0.0447242 0.0155148 0.0292094 0.0264243 0.012409 0.00866286 0.0140153 0.011191 0.00924795
internal_count=3121 3098 3014 2996 2947 2938 2840 2697 143 2484 2456 2237 2182 2151 1916 1894 1813 1786 235 1753 1447 1440 534 906 850 95 74 755 718 227
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=31 45 39 2 123 1447 151 16 151 8 2 43 4 47 47 15 0 12 132 15 43 3 16 13 52 3 43 0 0 0
split_gain=0.00209647 0.00166237 0.00161819 0.00145404 0.00166253 0.000991486 0.00100518 0.00167038 0.00103307 0.000958963 0.000798519 0.000987011 0.00081515 0.000779574 0.000832007 0.000882223 0.000938394 0.000750753 0.000763483 0.00081876 0.000726439 0.00072103 0.000701585 0.000770668 0.000812371 0.000649895 0.000901796 0.000801339 0.000769458 0.00136013
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.16946000000000003 0.098035000000000011 0.087755000000000014 -1.0000000180025095e-35 -0.40381499999999992 -0.54165499999999989 -0.08483499999999998 0.088180000000000022 0.10097500000000002 0.18116500000000002 0.27287000000000006 0.13148500000000005 0.11402500000000002 -0.095869999999999983 -0.23091999999999999 -0.096104999999999982 0.083835000000000007 -0.074054999999999996 -0.51144999999999985 0.11924500000000002 -1.0000000180025095e-35 -0.015039999999999998 0.10744000000000002 -0.12018999999999998 0.084740000000000024 -0.060129999999999996 -0.10607499999999999 -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 3 9 5 -5 -7 -8 -9 13 -10 12 17 14 15 -3 -17 -12 19 -19 -18 -14 -21 -24 -25 26 27 -22 29 -27
right_child=1 2 -4 4 -6 6 7 8 10 -11 11 -13 21 -15 -16 16 20 18 -20 22 25 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=0.0012194379938355888 0.0012196800975914366 -0.00086822784970423856 0.0012193963886795295 -0.0012192661613091096 0.0010359470449684818 -0.001076276371123074 0.0012137014874704908 0.00086446642318328923 0.00054961605069942594 0.00068820431372991345 -0.0011349286309391983 -0.0011572794319132113 0.00076673697107080771 -0.0011715884401634598 0.00041459451822277151 0.00065987183706806116 0.00027685115425404475 0.00033452233295752182 0.0007211705301949623 -0.00090947096579551768 -0.00045383415737198992 -0.00037895295514616236 0.00049484455250262019 -0.00084767688074057596 0.00039860699679249953 -0.00074389760664999444 -0.0009964891164747781 0.00071844248638771474 -0.0008400947816047977 0.00048013710865540407
leaf_weight=0.0014521439700221342 0.0011077412755184915 0.0074233071209270874 0.0010438218913719757 0.0013012492731157002 0.0017781329961472627 0.0015605298937089165 0.0014244929937632335 0.0014054007920947234 0.0018517228770811326 0.0010243875828948026 0.0015389849475724313 0.001765293218038976 0.0021378189999552424 0.0024495791118965817 0.0015452126691712911 0.0012093345451376003 0.0019049439694072091 0.0022284832550525319 0.0011341427787670008 0.0035888997569450921 0.0015524461489206942 0.0013206281104771733 0.0016033613158112896 0.0028543269292953385 0.0010681366375138168 0.0035359704153563598 0.0012745645743592604 0.0019614767163602569 0.0097566778761999685 0.0021813792889062633
leaf_count=86 9 240 21 49 104 25 40 45 64 40 20 55 63 20 51 19 34 103 48 84 64 35 53 120 17 47 16 30 1491 28
internal_value=0 -0.000261218 -0.000286292 -0.000310704 -0.000105539 -0.000181322 -0.000128319 -6.64793e-05 -0.000147539 -0.000474298 -0.000214971 -0.000288557 -0.000200799 -0.000508523 -0.000458308 -0.0005021 -0.000385836 -0.000331586 -0.0002325 -0.000327852 -0.000442884 0.000329249 -0.000489797 -0.000217228 -0.000508298 -0.000510549 -0.000118082 0.000200532 -0.000631999 -0.000276883
internal_weight=0 0.0665324 0.0654247 0.0643809 0.0285616 0.0267835 0.0254822 0.0239217 0.0224972 0.0358193 0.0210918 0.0192401 0.0174748 0.0347949 0.0323453 0.0308001 0.0233768 0.0140163 0.0124774 0.0113432 0.0221675 0.00345845 0.00911472 0.00552582 0.00392246 0.0202625 0.00478849 0.00351392 0.015474 0.00571735
internal_count=3121 3035 3026 3005 925 821 772 747 707 2080 662 598 543 2040 2020 1969 1729 445 425 377 1710 98 274 190 137 1676 110 94 1566 75
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=21
num_cat=0
split_feature=1 4 2 132 457 44 151 150 13 474 3 1 12 4 3 3 2 16 2 2
split_gain=0.000215452 0.000335117 0.000280709 0.000238564 0.00028713 0.000291822 0.000245022 0.000361866 0.000258304 0.000297738 0.000314809 0.000483314 0.000304189 0.000387151 0.000239713 0.000181002 0.000176994 0.000342673 0.000283127 0.000324866
threshold=0.077565000000000009 -0.029144999999999997 0.14445500000000003 0.081240000000000021 -0.0029299999999999994 1.0000000180025095e-35 0.056735000000000001 0.083095000000000016 -0.17933499999999997 0.084880000000000011 0.10732000000000001 0.12958500000000003 0.09334000000000002 0.053180000000000012 0.090900000000000009 0.0051600000000000005 0.096540000000000015 0.054560000000000004 0.10097500000000002 0.10855000000000002
decision_type=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 -2 6 7 8 -6 10 11 12 13 -10 -9 -3 17 -1 -18 -20
right_child=2 15 -4 -5 5 -7 -8 14 9 -11 -12 -13 -14 -15 -16 -17 18 -19 19 -21
leaf_value=0.00043526989473314311 -0.0014775306208157039 -0.0025197940635323232 0.0020202348584371838 0.0016685932607830884 0.0018296033641509004 -0.0017343310808279053 -0.00092645245487875849 0.00078144636442979427 -0.0010140297925404079 0.0017651646570437075 -0.0017384014178433453 0.0018744685079519934 -0.0017003951244211832 0.0014384450803179604 0.0029490404348239555 -0.00051014083199502004 0.0020146136996920905 -0.0023660660648846844 -0.0016553399642802913 0.0010472523709298329
leaf_weight=0.0012589761512882269 0.0015937100738128143 0.0013451619577011797 0.0010124421354564808 0.001143185499355325 0.0010111341572986961 0.0010234484843323335 0.0019880581440823173 0.0018494151420220825 0.0017434372991895798 0.0010000245824688401 0.0015997557825500053 0.0014407659584310117 0.0017371184241365967 0.0015837386668042797 0.0010208637964765899 0.0010128865242222673 0.001059938401871463 0.0010183588657080023 0.0010859239153973022 0.0012150682774167976
leaf_count=626 96 743 123 115 53 49 61 117 328 96 43 57 221 80 46 23 47 69 31 97
internal_value=0 -0.000519924 0.000178677 7.91568e-05 -2.41331e-05 0.000120656 0.000247438 0.000427148 0.000107876 -8.33297e-05 -0.000311409 3.95241e-05 -0.000482508 0.00015335 0.00155239 -0.00165656 -4.45587e-05 -0.000817407 0.000479116 -0.000228202
internal_weight=0 0.00799631 0.0197471 0.0187347 0.0175915 0.0159978 0.0149743 0.0129863 0.010116 0.00910484 0.00810482 0.00650506 0.00506429 0.00332718 0.00287028 0.00235805 0.00563827 0.00227734 0.00336093 0.00230099
internal_count=3121 1636 1485 1362 1247 1151 1102 1041 878 825 729 686 629 408 163 766 870 695 175 128
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=45 31 39 14 3 42 376 1348 0 0 15 16 132 157 48 48 457 15 1 16 52 15 52 52 0 52 3 484 3 3
split_gain=0.00201012 0.00204928 0.00193833 0.00149187 0.00155135 0.00118005 0.00182244 0.00118858 0.000904952 0.00174833 0.00115751 0.00178229 0.00155616 0.00106473 0.00136764 0.00104099 0.00112334 0.00110596 0.00190066 0.00111703 0.00098118 0.000867874 0.000798283 0.00214386 0.00108093 0.000955924 0.000912485 0.000758513 0.000813622 0.000726167
threshold=-0.080359999999999987 -1.0000000180025095e-35 0.16946000000000003 0.062655000000000016 0.30112000000000005 -0.26584999999999998 0.088470000000000007 0.090205000000000021 -0.10607499999999999 -0.075684999999999988 -0.03241999999999999 -0.069144999999999984 0.081465000000000024 -0.080544999999999992 0.12879500000000002 0.099240000000000009 -0.0029299999999999994 -0.095869999999999983 0.077565000000000009 -0.088909999999999989 0.083680000000000018 -0.12563999999999997 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.091275000000000009 -0.10831999999999999 -1.0000000180025095e-35 -0.10023499999999998 -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=-1 -2 3 4 5 -3 7 8 13 20 11 -11 22 -7 15 16 -15 -18 -19 -20 -10 -6 23 24 25 26 -12 -13 -29 -30
right_child=1 2 -4 -5 21 6 -8 -9 9 10 12 27 -14 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013467449286329077 0.0013462492627236249 -0.0013464045697834449 0.0013464212757951812 -0.0012855709873113928 -0.00023971483854282903 0.00058003799425772069 0.00099941378691546681 0.0008118642125583877 -0.0012756325751192613 0.0011027473337314384 -1.4682246223627444e-05 -0.0012850193408978086 0.00068089147930325668 -0.0012521860172427246 -0.0013462227043718196 0.00055610934543637292 -0.00058675439340199109 -0.00076343086318086235 0.001104083811580746 -0.00019289076164005393 -0.00033282344648962326 0.0013460366061411836 -0.0013462432722041674 0.0012997621005218999 -0.0012582416276472289 0.00059770546901824679 -0.0010297165690229064 0.00067722201707591924 -0.0013221951709027477 3.0403653613448548e-05
leaf_weight=0.0014038410554348948 0.0013787050207092469 0.0020450330159889054 0.0012568915744708411 0.0028976439537871093 0.001035796876067252 0.0029498064509994029 0.001875311452884886 0.0015608296961886472 0.0068876928374628152 0.0022623587249253063 0.0026988789617377051 0.0011461899281872689 0.0017403978946859402 0.0019996810008180424 0.0019864295790057431 0.0029943736122994826 0.0064896649915411305 0.0026539030708505572 0.003331464225993841 0.0018828540934876514 0.0028176887487969537 0.0015773581959308549 0.0025716363305576797 0.0010699668908671365 0.0040195521754071714 0.0014218058204349404 0.0039563999694039037 0.0017121237369792652 0.0011571628003608225 0.001899101116499935
leaf_count=9 86 17 21 99 55 31 39 30 889 71 95 63 45 37 25 43 123 32 41 34 625 67 88 18 24 38 179 25 87 85
internal_value=0 -0.000279177 -0.000310346 -0.000339824 -0.000299371 -0.000340169 -0.00030755 -0.000347592 -0.000377932 -0.000515327 -0.000331254 8.67276e-05 -0.000526795 -0.000177899 -0.000282675 -0.000173505 -0.000307066 -0.000175435 0.000163818 0.000635755 -0.00100191 0.00071748 -0.000660346 -0.00052638 -0.000687905 -0.000404078 -0.000618095 -0.000301906 -6.55919e-05 -0.000481717
internal_weight=0 0.0732767 0.071898 0.0706411 0.0677435 0.0651303 0.0630853 0.06121 0.0596491 0.035361 0.0256556 0.00817694 0.0174786 0.0242882 0.0213384 0.0193519 0.0163576 0.0143579 0.00786822 0.00521432 0.00970538 0.00261316 0.0157382 0.0131666 0.0120966 0.00807708 0.00665528 0.00591458 0.00476839 0.00305626
internal_count=3121 3112 3026 3005 2906 2784 2767 2728 2698 2332 818 331 487 366 335 310 267 230 107 75 1514 122 442 354 336 312 274 260 197 172
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 43 123 4 13 13 1348 11 3 0 3 47 133 133 16 34 14 42 47 16 13 49 48 3 12
split_gain=0.00171347 0.00153297 0.00176339 0.00147195 0.00128064 0.00123278 0.00124475 0.00136871 0.00124305 0.00139237 0.00142116 0.00120075 0.00098735 0.000950771 0.00168475 0.000971791 0.000942826 0.00106955 0.00102573 0.000936289 0.000910783 0.000955369 0.000876668 0.00105296 0.000832213 0.000623018 0.000606416 0.000641798 0.000602478 0.000548273
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.40381499999999992 0.39192500000000002 0.091310000000000016 0.27287000000000006 -0.53104499999999988 -0.23438999999999996 0.08257500000000001 0.080455000000000013 -0.10023499999999998 -0.11437499999999999 0.048265000000000009 0.13082500000000002 0.083950000000000011 0.088385000000000005 -0.25582999999999995 -0.112215 -0.46885499999999997 0.094935000000000005 0.085270000000000026 -0.0083599999999999976 -0.019614999999999997 -0.069799999999999987 0.11077000000000002 0.11296500000000002 0.10149500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 8 9 -7 29 12 13 22 15 19 17 -16 -19 -15 -10 -22 23 24 -12 -26 -17 -28 -23 -11
right_child=1 2 -4 -5 5 6 -8 -9 20 10 11 -13 -14 14 16 26 -18 18 -20 -21 21 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0013733111269195351 0.0013736748717369117 -0.0013731992823963481 -0.0012812188692264744 0.0013733435270516896 -0.0011892998602679927 -0.0013732038947059583 -0.001247993804187886 0.0010520222293172042 -0.00070675683895190622 0.00094314354288950757 -0.00055711811322389023 0.0010865463036563519 -0.0013729391040957339 -0.00026673992476404409 -0.001138135348211058 -0.00066838756750847923 0.00018078110989089123 0.00075746052932989714 -0.00095983629946066974 0.0013730605590585572 -0.00018358213430848922 0.0012608348202878634 -0.00053330368138498744 0.0012788776797531157 -0.00013721848672268265 0.00095863036056180321 0.00044490487220573091 -0.0005261348544992199 0.00036772023029604573 -3.8273341852533353e-05
leaf_weight=0.0015926707956683819 0.0013603544211946419 0.0014233761487645316 0.0022927237536336511 0.0013305889683152819 0.0017514554302913146 0.0016304025075442033 0.0015130717851885569 0.0022950189179233851 0.0011641335199783507 0.003245494096503875 0.0022452928045133555 0.0013748669814503947 0.0013492138719612959 0.0010587193327893374 0.007257003001458727 0.0031050969605530563 0.0019376112007023502 0.0012899832899337937 0.0013328648865327253 0.0017264322756247357 0.0021752774457581845 0.0033608391638466619 0.0025875210480990072 0.0018999498879104237 0.0017146172321389486 0.0022754329402019267 0.0035074357314215368 0.0020226452325005084 0.0024696711862617349 0.0016026462621994142
leaf_count=86 9 17 99 21 62 9 110 91 8 62 73 39 97 34 1086 30 23 213 521 42 33 114 17 19 23 42 44 17 70 10
internal_value=0 -6.81901e-05 -9.93541e-05 -5.46742e-05 -8.67077e-05 -5.50775e-05 -1.96928e-05 1.43283e-05 -3.11788e-05 -0.000128702 -7.98481e-05 -0.000172168 -0.000221179 -0.000175421 -0.000331461 4.45676e-05 -0.000694852 -0.000866579 -0.000115226 0.000749723 0.000427867 0.000592855 0.000162737 0.00038412 0.000111482 0.000487719 -0.00018287 8.97439e-05 0.000882532 0.000618717
internal_weight=0 0.0642997 0.0629394 0.0606467 0.0593161 0.0578927 0.0561412 0.0546282 0.0523332 0.0431632 0.0415328 0.0366847 0.0353098 0.0339606 0.0232378 0.0114203 0.0118175 0.00987985 0.00262285 0.00278515 0.00916992 0.00800579 0.0107228 0.00813529 0.00623534 0.00399005 0.00863518 0.00553008 0.00583051 0.00484814
internal_count=3121 3035 3026 2927 2906 2889 2827 2717 2626 2401 2392 2320 2281 2184 2010 167 1843 1820 734 76 225 217 174 157 138 65 91 61 184 72
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=22
num_cat=0
split_feature=51 1 14 16 376 147 48 4 40 3 12 132 16 1 12 12 52 49 1 2 0
split_gain=0.000234001 0.000352478 0.000477224 0.000412798 0.000335261 0.000343763 0.000396287 0.000384635 0.000409774 0.000348249 0.000404102 0.000347651 0.00034542 0.00032082 0.000304447 0.000390745 0.000244027 0.000229929 0.000304397 0.000325889 0.000226008
threshold=-0.40274499999999996 0.13686500000000004 0.062655000000000016 -0.061854999999999993 0.048375000000000008 0.089025000000000007 0.12649500000000002 0.40473500000000007 -0.067184999999999981 0.10732000000000001 0.09334000000000002 0.081465000000000024 -0.014754999999999999 0.11392000000000001 0.090455000000000021 0.084100000000000022 -0.0041199999999999995 -0.069799999999999987 0.094825000000000007 0.090790000000000023 -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
left_child=-1 2 4 -3 5 6 7 8 -2 10 11 14 -9 -12 15 17 -11 -10 19 20 -19
right_child=1 3 -4 -5 -6 -7 -8 12 9 16 13 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0015031265088669274 -0.0021434978976815297 0.0027354339336803195 -0.0022115549955467519 -4.004026917139183e-06 0.001472882644863978 0.0014015219195513558 -0.0019449382770105118 0.0020109477033805881 -0.0014239212819503343 0.0021216950104915385 -0.0026115316904834532 0.0015720413506060476 -0.00036234179401744058 -0.00020702211456166683 0.00089447335259156468 -0.0022985946637889523 0.00011209634924538702 0.0013744784551894828 0.0016669116863706035 -0.0015128920141175496 -0.00068997515689133001
leaf_weight=0.0010963732604798429 0.0011495794013836038 0.0010609584631966484 0.0010679094552710202 0.001288110427470456 0.0015504380619835159 0.0015184816262170378 0.001292901806579482 0.0016090116683393774 0.0013866897907810483 0.0010928131144254394 0.0013418850241054834 0.0011983504921859742 0.0010866642459426137 0.0010430723450838286 0.0018355445313504859 0.0011825872386674874 0.0015392652224477396 0.0012353095669013214 0.0010089148622007826 0.0015121667056092747 0.0010272628039711407
leaf_count=114 80 112 95 49 133 105 53 80 59 46 568 124 39 38 243 839 28 37 37 61 181
internal_value=0 2.94922e-05 -8.50895e-05 0.00123326 1.10893e-05 -9.16472e-05 -0.000202023 -8.49574e-05 -0.000270472 -0.00013069 -0.000352675 -7.54779e-05 0.00105424 -0.00155991 -0.000290346 -0.000586117 0.000946462 -0.000257909 8.00952e-05 -0.00034403 0.000437166
internal_weight=0 0.0270279 0.0246788 0.00234907 0.0236109 0.0220605 0.020542 0.0192491 0.0165534 0.0154039 0.0127718 0.0103868 0.00269568 0.00238496 0.00918848 0.00735293 0.00263208 0.00617034 0.00478365 0.00377474 0.00226257
internal_count=3121 3007 2846 161 2751 2618 2513 2460 2341 2261 2187 1581 119 606 1457 1214 74 375 316 279 218
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=45 39 42 14 376 31 151 4 1456 1348 11 1374 34 43 43 16 3 13 43 3 12 150 15 16 4 1 0 52 4 1
split_gain=0.00212437 0.00212999 0.00205355 0.00187684 0.00171692 0.0016387 0.00139298 0.00185217 0.00204777 0.00167219 0.00153458 0.00119392 0.00105853 0.00101915 0.00212241 0.00145576 0.00122621 0.0011504 0.00113311 0.00121813 0.00128066 0.00112487 0.00102617 0.00093501 0.00118199 0.000894318 0.000917544 0.000892404 0.00100606 0.000889343
threshold=-0.080359999999999987 0.16946000000000003 -0.26584999999999998 0.062655000000000016 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.091180000000000011 0.08257500000000001 0.080455000000000013 0.08926000000000002 -0.112215 -0.074359999999999996 -1.0000000180025095e-35 0.22339500000000004 -0.0080949999999999998 -0.10664 -0.076124999999999984 -0.10023499999999998 0.084100000000000022 0.083095000000000016 -0.10469999999999999 -0.032969999999999992 -0.16363499999999997 0.080000000000000016 -0.14454499999999995 0.11008000000000001 -0.39518999999999993 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 -2 4 5 -4 -7 9 12 10 11 13 -9 16 -15 17 18 22 19 27 -21 23 -16 24 -19 -25 -27 28 -8 -24
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 21 -20 20 -22 -23 29 25 -26 26 -28 -29 -30 -31
leaf_value=0.0014874397597902992 -0.0014865711812286431 0.001486829666170287 0.0014864938450840658 -0.0012561007894713659 0.0011018156435209799 -0.0013093878185898569 -0.0012329035117865734 -0.00060906730319777182 -0.0014862993332185703 0.0012128547408044703 -0.0014861537234136751 -0.0014857221212217202 0.00086566394009716583 -0.0014189667029637484 -0.00049451780282745153 -0.00099533947070560885 0.0013933875730240968 -0.00011385020483681609 0.0013946601741997532 0.00012864954133619765 -0.0010555716972059789 0.00027347799487607133 0.00030204889097597807 0.0010998935708575036 -0.0013401973493549918 0.00053228991163684959 -0.0012870662980251696 0.0012798266431034602 0.00035286442960306074 0.0014827074413815526
leaf_weight=0.0019983241782028918 0.002293546954533098 0.0019107488595011537 0.0014808114663154006 0.0027898696068575637 0.0029223863598772928 0.0020196591594512361 0.0010722453009179844 0.0012188066530143269 0.0010506266371521642 0.0018732691372065338 0.0020197689332235305 0.0014714172654990412 0.0090973271711121129 0.003292392076280847 0.0019628670872364751 0.0039679861050529999 0.0015956642961896242 0.0029225248574675676 0.0012485076870873959 0.0039197340149641526 0.0041535220203510193 0.0059527881649046313 0.0037748398731736188 0.0012498366743258884 0.0042733275900292966 0.0011411829821099673 0.0013203982400824543 0.0017421382055573531 0.0050186458141681066 0.0022478526312710301
leaf_count=9 18 23 74 99 58 61 14 8 9 44 103 42 245 708 25 88 24 14 23 150 589 42 31 26 379 16 44 12 91 52
internal_value=0 -6.35233e-05 -0.000100977 -5.95976e-05 -1.44947e-05 -6.03855e-05 -9.32935e-05 -5.69541e-05 0.000490144 -0.000167566 -0.000215147 -0.000166088 0.000691431 -0.000127908 -0.000288671 -0.000159517 0.000147363 -2.60314e-05 3.14628e-05 -7.55366e-05 -0.000480608 -0.000246096 0.000438594 -0.00052966 -0.000842128 7.6167e-05 -0.000443617 0.000341957 7.37046e-05 0.000742707
internal_weight=0 0.0810047 0.0790939 0.0768004 0.0740105 0.0710881 0.0696073 0.0675877 0.0113668 0.0562209 0.0543476 0.0523279 0.0103161 0.0508565 0.032106 0.0288136 0.0187505 0.0248456 0.0171548 0.0159063 0.00807326 0.0168601 0.00798556 0.0109073 0.00719585 0.00371142 0.00246158 0.00783303 0.00609089 0.00602269
internal_count=3121 3112 3089 3071 2972 2914 2840 2779 262 2517 2473 2370 253 2328 1425 717 903 629 879 856 739 521 108 479 393 86 60 117 105 83
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=22
num_cat=0
split_feature=52 1 3 14 157 48 2 12 12 2 48 151 151 2 160 1 43 47 2 43 43
split_gain=0.000211162 0.000247026 0.000583587 0.000423508 0.000378253 0.000339083 0.000325089 0.000392649 0.000442148 0.000370089 0.00045014 0.000263426 0.000353506 0.000234456 0.00020785 0.000170621 0.000158632 0.000241025 0.000217686 0.000177884 0.000213142
threshold=-0.40306999999999998 0.13686500000000004 0.11296500000000002 0.062655000000000016 -0.063984999999999986 0.12879500000000002 0.098035000000000011 0.098810000000000023 -0.093619999999999995 0.11510000000000002 0.084855000000000014 -0.085039999999999991 -0.024429999999999997 0.10188000000000001 0.086870000000000017 0.090540000000000023 -0.075574999999999989 0.092710000000000015 0.080205000000000012 -0.088249999999999981 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 15 6 11 8 -8 10 13 -6 -13 -10 16 -2 19 18 -18 20 -14
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0014702775507562057 0.00046031009242907461 0.0037303135221578771 -0.00046867173691323387 -0.0026966678741476278 -0.0022579215801017149 -0.0024108111785804153 -0.00153542151727418 -0.0014204801466294124 0.0014575136704367557 0.0030119561184491304 0.0030663503438478601 0.0017480196915282344 0.00087860469680054788 -0.0010699890145667076 -0.0021747511138897543 0.0025737708623991568 0.00099925695291959893 -0.0026082875022630384 -0.0014900875105491119 0.0017330862623072994 -0.0016520619436721719
leaf_weight=0.0017079280503318186 0.0013428797836345643 0.0010320085382340407 0.0013549509063857101 0.0010411376528551832 0.0013181529859558347 0.0011106715265363212 0.0010081452194583562 0.0013899503191521223 0.0010238281670780225 0.0018874971439917232 0.0010658189457970479 0.0013446366698000043 0.0012532048798110651 0.0017769368179134659 0.0012283876949159556 0.0013615152862982427 0.0012798306204899737 0.0010565339262700313 0.001209116786037967 0.0011060990023459292 0.0011114470552502365
leaf_count=324 227 68 94 90 121 50 46 159 30 113 62 90 67 107 120 94 262 60 600 183 154
internal_value=0 5.62571e-05 0.00134677 -7.25451e-05 4.68916e-05 -0.0001512 -1.95241e-05 0.000616013 0.00103461 0.00148489 0.000739442 -0.000494523 -0.000252124 -0.000146053 -0.000578333 0.00152432 -0.000298835 -0.000924713 -0.000210053 0.000340519 -0.000310874
internal_weight=0 0.0263027 0.00238696 0.0239158 0.0228747 0.0201703 0.0190596 0.00815218 0.00676223 0.00575408 0.00386658 0.0109074 0.00958926 0.00280076 0.00824462 0.0027044 0.00701623 0.00354548 0.00248895 0.00347075 0.00236465
internal_count=3121 2797 162 2635 2545 2224 2174 517 358 312 199 1657 1536 137 1446 321 1326 922 862 404 221
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=21
num_cat=0
split_feature=1213 1374 150 484 3 15 15 43 42 16 16 51 3 15 12 15 15 16 12 2
split_gain=0.000195646 0.000200749 0.000304115 0.000387949 0.000381222 0.000332413 0.000313604 0.000300062 0.00039181 0.000278448 0.000663405 0.000317973 0.00025915 0.000450045 0.000241086 0.000177333 0.000159107 0.000149708 0.000117503 9.91027e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.081835000000000019 -0.0068949999999999992 0.090900000000000009 -0.03241999999999999 -0.24436499999999997 -0.074359999999999996 -0.11051499999999999 0.22339500000000004 -0.008904999999999998 0.080335000000000018 -0.077774999999999983 -0.037864999999999989 -0.029094999999999999 0.013270000000000002 -0.10091499999999999 -0.27167499999999994 0.093535000000000021 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 18 -5 8 -8 10 11 15 13 -10 -14 16 17 -9 -4 -15
right_child=1 2 4 6 -6 -7 7 9 12 -11 -12 -13 14 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.001928479613810403 -0.0018144612222728037 -0.0024449364187451969 0.0020588753685725474 0.001738308353523049 0.0030241945348526132 -0.0015799007863774731 -0.0018684493362457976 -0.0024546787134249342 -0.0020974631354664557 -0.0021524076617452032 0.0019366371661590173 0.0010915327937762707 0.00079728118183405134 0.0022965803143839632 0.0037212164429385412 -8.8856605518354158e-05 -0.0031892582454619502 -3.7291084184259416e-05 0.00014472131854148743 0.0004712090286003326
leaf_weight=0.0010463577497769041 0.0011143433010190043 0.0013460407843279834 0.0014903929822587259 0.0019350481005351262 0.0014498449788646894 0.0012266810031240629 0.0011106068779445089 0.0010310058185911686 0.0010991234754591517 0.0019872557826001733 0.0020019900890018262 0.0011257734843055367 0.0011640310165645928 0.0011530847627891916 0.0010868566121722224 0.0012276305618663663 0.0014551044583130902 0.0010116602875087644 0.0011192280787639675 0.0012201230069459612
leaf_count=491 55 458 141 208 80 102 67 46 204 189 133 106 60 89 71 359 60 66 31 105
internal_value=0 3.99621e-05 0.00012183 -0.000130387 0.00107396 0.000336907 3.70278e-05 -0.000160406 0.000558266 -0.000659498 -0.000281715 -0.00104073 0.00102918 0.000264293 0.00220912 -0.00154872 -0.00206109 -0.00125743 0.00123792 0.00135811
internal_weight=0 0.0263558 0.0252415 0.0199553 0.00528615 0.0038363 0.0186093 0.0166742 0.00683383 0.00984042 0.00785316 0.00585117 0.00572322 0.00347233 0.00225089 0.0047254 0.00349777 0.00204267 0.00260962 0.00237321
internal_count=3121 2630 2575 2221 354 274 1763 1555 596 959 770 637 529 398 131 531 172 112 172 194
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=20
num_cat=0
split_feature=51 39 52 52 2 474 160 133 151 49 48 12 13 4 160 16 1 52 43
split_gain=0.00018607 0.000289694 0.000263851 0.000219472 0.000376768 0.000274389 0.000449948 0.000488083 0.000501689 0.000394423 0.000309094 0.000398814 0.000501329 0.000261383 0.000253637 0.000191589 0.000267849 0.000318192 0.000156293
threshold=-0.40274499999999996 0.11593500000000001 -0.24456499999999998 -0.081429999999999989 0.097070000000000004 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.093655000000000002 -0.032929999999999994 0.095330000000000012 -0.084034999999999985 -0.0039549999999999993 -0.23055499999999998 -0.094359999999999986 0.094465000000000007 0.091275000000000009 -0.15323999999999996
decision_type=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 13 6 14 -8 -9 10 -10 12 -12 -4 -5 -14 17 -17 -13
right_child=1 -3 3 5 -6 -7 7 8 9 -11 11 18 15 -15 -16 16 -18 -19 -20
leaf_value=-0.0015168426745023975 -0.0016250434710818845 0.0018220964920757931 -0.00095601636753890531 -0.00036268840163681523 0.0024185605487509077 0.001595238700782476 -0.0019155157849029354 -0.0018940528713214037 0.0018061546347373707 0.0022500973519175281 0.0020810100916918632 -4.6323890932941127e-05 -0.0012597288772967002 0.0012723159136912355 -0.0024741067442045459 -0.0016549511122569134 0.0015858601665881605 0.00096593666351579995 -0.0018112263530927189
leaf_weight=0.0010375170568113204 0.0012943034524224286 0.0011175867169299627 0.0014965640442858863 0.0013534152925162024 0.0012733103503581589 0.0011350383960586621 0.0015088566613932217 0.0012927355182910114 0.0014000108417526773 0.0014020185603023103 0.0018174394480561223 0.0010326842710721706 0.001376213244952405 0.0012418243334675295 0.0016014476988873696 0.0012612673122585124 0.0013501566169367152 0.0011343430711701075 0.0017316764522958827
leaf_count=114 302 59 202 291 99 173 621 59 56 72 128 51 80 85 326 177 32 51 143
internal_value=0 3.39946e-05 -4.68998e-05 4.03571e-05 0.000804854 -0.000117754 -0.00022422 2.34038e-05 0.000235423 0.000455548 0.00022896 1.41035e-06 0.000460843 5.4504e-05 -0.00150701 -0.000114043 0.000306887 -0.000413937 -0.00115191
internal_weight=0 0.0258209 0.0247033 0.023409 0.0040117 0.0193973 0.0182623 0.0153074 0.0137985 0.0125058 0.0111038 0.00970378 0.00693942 0.00273839 0.00295486 0.00512198 0.00374577 0.00239561 0.00276436
internal_count=3121 3007 2948 2646 386 2260 2087 1470 849 790 718 662 468 287 617 340 260 228 194
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=31 156 151 4 1374 41 1348 11 3 38 3 0 0 13 2 12 51 40 42 376 160 43 13 3 3 156 1374 52 47 1
split_gain=0.00122238 0.0011048 0.000975312 0.00126084 0.000900093 0.000909936 0.000789292 0.0010657 0.000831357 0.000968319 0.00124356 0.000862619 0.00152118 0.000809961 0.00108026 0.000666704 0.00071871 0.000665327 0.00148109 0.00123595 0.00108197 0.00107966 0.000893022 0.000712363 0.000692125 0.000661146 0.000685261 0.000639501 0.000595838 0.00100076
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.093235000000000012 0.078475000000000017 0.084895000000000012 0.080455000000000013 -0.12018999999999998 0.091770000000000004 0.31299000000000005 -0.10607499999999999 -0.08824499999999999 0.073000000000000023 0.10855000000000002 -0.040564999999999997 0.11144500000000002 0.064905000000000018 -0.088934999999999986 0.049360000000000008 -0.080719999999999986 -0.074359999999999996 -0.084034999999999985 -0.074479999999999977 -0.0087149999999999988 0.087205000000000019 -0.094929999999999987 0.094465000000000007 0.093140000000000014 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 4 5 6 7 8 13 10 11 25 -13 -4 27 -5 -17 18 -14 20 -20 22 -22 -24 -23 26 -10 -15 29 -28
right_child=1 2 3 15 -6 -7 -8 -9 9 -11 -12 12 17 14 -16 16 -18 -19 19 -21 21 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.001373105272750708 -0.001372940067486666 -0.0013072905488215414 0.0010813064956535611 0.0013039315086665732 -0.0012650864904435331 -0.0011752595286720214 0.0011157690413356571 -0.001372947018255642 -0.00047858796251556843 -0.0012357487958175809 0.0013729513731003803 -0.0012881179721466979 -0.0013585674998838266 9.9286559598247038e-05 0.00079385399314983078 0.00045326973319438602 -0.00073420385936730714 0.00091084706777833546 -0.0013729794231961423 0.0010522443898764264 0.0011893937400785275 -0.0013729210034864245 -0.00058401909909268248 0.00086071648581833931 -0.00018130576234913956 -0.00073841948623341934 -9.5966044918432278e-05 -0.0013731649490016022 -0.00021925497457362064 0.00094890640397616514
leaf_weight=0.0011424105472599413 0.0011849175225346889 0.0011096068247269377 0.0022704073410011382 0.0014431518822881637 0.0012246540726046353 0.001363647358544994 0.0010927108237126495 0.001143895130205407 0.0020176342623017271 0.0013965958437722739 0.0010904477550610627 0.0026021295766342932 0.0018900890464479412 0.0011833199828288343 0.0020166020751730684 0.0070653150044677204 0.0011118039947177749 0.0010363799046899666 0.0013502876255815375 0.0016504256727785114 0.0017336098691114188 0.0013180528405762832 0.0017901788988474721 0.0010040084658271579 0.0030319702860453247 0.0014277304495067264 0.0026562337331981108 0.0010485065267857863 0.002260306197143791 0.0049420521730212386
leaf_count=86 163 47 30 121 36 93 41 86 17 32 46 373 226 33 10 168 9 6 251 30 54 670 188 30 53 42 62 8 26 84
internal_value=0 -6.12896e-05 -3.31704e-05 -7.06784e-06 -0.000104414 -7.15995e-05 -3.57264e-05 -6.652e-05 -2.88933e-05 -0.000116909 -6.77742e-05 -0.00011893 -0.000320077 0.00041934 6.55779e-05 0.000443644 0.000291815 -0.000149934 -0.000229781 -5.01703e-05 -0.000228058 -5.3919e-05 0.000415348 -6.48962e-05 -0.000542364 0.000144256 0.000250369 -0.000592467 0.000399555 0.000583636
internal_weight=0 0.0564567 0.0552718 0.0541621 0.0445419 0.0433172 0.0419536 0.0408609 0.039717 0.0331981 0.0318015 0.0307111 0.0174071 0.00651884 0.00424843 0.00962027 0.00817712 0.014805 0.0137686 0.0118785 0.0102281 0.00887782 0.0045278 0.00279419 0.00435002 0.013304 0.0118762 0.00223183 0.00985859 0.00759829
internal_count=3121 3035 2872 2825 2527 2491 2398 2357 2271 2190 2158 2112 1881 81 51 298 177 1508 1502 1276 1246 995 272 218 723 231 189 41 172 146
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=39 31 45 14 42 156 151 4 1348 11 43 2 0 2 123 13 133 13 0 0 13 13 49 2 16 48 133 50 1 1
split_gain=0.00151824 0.00149152 0.00153266 0.00174705 0.00145576 0.00144689 0.00121586 0.00144106 0.00117843 0.00133962 0.00120019 0.00142243 0.00161295 0.0014517 0.00117146 0.00133448 0.00106782 0.00149622 0.000970858 0.0012739 0.00105503 0.00139173 0.000969779 0.00142261 0.000955221 0.000866546 0.000784293 0.00072702 0.000862483 0.00087377
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.08257500000000001 0.080455000000000013 -0.074359999999999996 0.089885000000000007 -0.11991499999999998 0.083215000000000011 0.091600000000000001 -0.53104499999999988 0.10622000000000002 -0.28558999999999996 -0.061629999999999997 -0.10474999999999998 -0.084034999999999985 -0.084319999999999992 0.10595500000000001 0.092480000000000021 -0.088909999999999989 0.11376500000000002 1.0000000180025095e-35 0.11875500000000001 0.11230000000000001 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 9 10 18 12 13 -12 15 -13 17 -17 19 -8 21 -21 23 24 -19 -24 -20 28 29 -9
right_child=-2 2 3 -5 5 6 7 27 -10 -11 11 14 -14 -15 -16 16 -18 22 26 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001294084880883373 0.0012942179437991496 0.0012944682914184304 -0.0012939965667906038 -0.0012022904685548938 -0.0012937774994445002 -0.0011279051831409787 0.00055517273146452007 0.0008057622480067536 0.0010622011962029701 -0.001293772470136648 0.00066127310125310115 -0.001293991162600561 -0.0012058768318311804 -0.00087485957350210027 0.0011873969209843099 0.00089892070406728092 -0.00129401298817719 0.00084612446298551176 0.00091097715376467785 -0.00087662073419375228 -0.0010710182558813718 0.0011838122328580493 0.0012217673189207057 -0.00061938228409602982 -0.00064862247678000812 -0.00030412862972575285 3.1445266808634893e-05 -0.00045832011692335437 0.0011594272616870258 -0.00029426062269281373
leaf_weight=0.0013528775286903985 0.0014369082694685167 0.0013322844488357069 0.0015712482973810884 0.0023491176030177021 0.0014830390307185573 0.0015546967840762696 0.0031956374885204761 0.0025975738093961809 0.0015131909841556981 0.0015163448346697797 0.0021412256696748877 0.0014578926347894585 0.0043608178209204674 0.0019832569345510365 0.0012511658725316002 0.0030097062234801788 0.001011056880290794 0.0023879177260575091 0.0045070846016841424 0.0010964764296410578 0.0025333419167345977 0.0010981054232743767 0.0015235006337146481 0.0070597126349811745 0.0010216460558414298 0.0010536302113450802 0.0027212668975664656 0.0011594811348913945 0.003194704063371745 0.0022598965296651841
leaf_count=84 23 9 17 99 159 62 83 50 46 84 16 7 777 38 31 56 131 32 47 203 469 11 37 220 45 14 41 12 185 33
internal_value=0 -5.01182e-05 -7.85574e-05 -0.000107773 -6.51078e-05 -3.22093e-05 4.94341e-07 3.20159e-05 -6.0694e-05 -9.8512e-05 -5.67639e-05 -0.000214262 -0.000657342 -7.73761e-05 -2.41516e-05 -0.000105978 -4.49736e-06 7.67037e-05 0.000237003 -7.577e-05 -0.000502229 0.00015436 -0.000112975 -0.000287971 0.000398237 0.000597922 0.000579859 0.000499437 0.00063735 0.000293986
internal_weight=0 0.0652979 0.063945 0.0626127 0.0602636 0.0586924 0.0572093 0.0556546 0.046443 0.0449298 0.0434134 0.0282615 0.0084853 0.00412448 0.0197762 0.0185251 0.0170672 0.0160561 0.0151519 0.00792356 0.00472792 0.00219458 0.0130464 0.0104693 0.00340956 0.00257713 0.00722835 0.00921166 0.00805217 0.00485747
internal_count=3121 3098 3014 3005 2906 2889 2730 2668 2388 2342 2258 1404 831 54 573 542 535 404 854 766 683 214 348 297 77 51 88 280 268 83
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=21
num_cat=0
split_feature=44 15 15 0 1 0 0 3 457 0 13 12 12 16 52 12 150 1374 16 13
split_gain=0.000191205 0.000258461 0.000282808 0.000278745 0.000211724 0.000200252 0.000429775 0.000352636 0.000344067 0.000334818 0.000402831 0.000309321 0.000288432 0.000260531 0.000259059 0.000237336 0.00028948 0.000416853 0.000252166 8.92371e-05
threshold=1.0000000180025095e-35 -0.15026499999999995 -0.11713499999999999 -0.15350499999999997 0.11249000000000002 -0.10607499999999999 -0.062294999999999996 0.076840000000000006 -0.0029299999999999994 0.12113000000000002 -0.036034999999999991 0.095175000000000023 0.084100000000000022 0.083160000000000026 0.10024500000000001 0.095110000000000014 0.081835000000000019 -0.064634999999999984 -0.014034999999999997 -0.0087749999999999981
decision_type=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 8 12 9 -4 10 -8 -9 19 -12 -11 16 18 -18 -10 -7
right_child=-2 2 5 4 -6 6 7 11 15 14 13 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0024442852597181541 -0.0013516195962600239 -0.001834735188406911 -0.0013704744404524766 -0.00095775616383149344 0.0010405053629600372 0.00030177266075502915 -0.00019472603203516827 -0.0019768818291527341 -0.0010830582051180033 -0.0012568674859055309 0.003344769776123292 0.00048009614695045826 -0.0023465566253542884 0.00097246225947443521 0.00093519635900423477 0.0021781157726877384 -0.00036193971164404651 0.0025137205010376798 0.0010174200005800308 -0.0011481591329332898
leaf_weight=0.0010345886859273179 0.0012818774832510363 0.0011138558058083571 0.001129507687104514 0.0010363222023599397 0.001795416557518692 0.0010837708418804937 0.0014534819528870813 0.0015340245222681403 0.0019153825681890169 0.0016323178515627035 0.0011621236605847789 0.0010834089189302176 0.0017149413357491206 0.0011329109007789384 0.0011309876279987918 0.0011594708499238493 0.0010807327861357408 0.0014802726446632164 0.0011238174619379003 0.0010220688560522691
leaf_count=60 60 120 61 84 182 190 120 89 108 112 58 13 1519 69 17 42 21 81 48 67
internal_value=0 4.12775e-05 -0.00010653 0.000880532 0.000309208 -1.41577e-05 -0.000283497 0.000131376 0.00042796 0.00057001 0.00125535 -0.000959889 -0.00127478 0.00217371 -0.000359682 0.000728469 0.000428333 0.0013002 -0.000306356 -0.000401951
internal_weight=0 0.0258194 0.0219531 0.00386633 0.00283174 0.0208392 0.01295 0.00912926 0.00788918 0.00651182 0.00374852 0.00261743 0.00382078 0.00229503 0.00276331 0.00675968 0.00560021 0.00256101 0.0030392 0.00210584
internal_count=3121 3061 2735 326 266 2615 2254 478 361 376 247 102 1776 127 129 300 258 102 156 257
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 123 133 1374 156 130 10 151 2 13 1 13 150 49 4 0 2 48 1374 52 12 51 2 13 160 124
split_gain=0.00214309 0.00159632 0.00160783 0.00219072 0.00134438 0.00145562 0.00130237 0.00127136 0.00116405 0.00118416 0.0012582 0.00118254 0.00120889 0.00143745 0.00142073 0.00140151 0.00119361 0.00199059 0.00119026 0.00216006 0.00101242 0.00100284 0.000900877 0.000873762 0.000797131 0.000731609 0.000797013 0.00086977 0.000536834 0.000471126
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.091310000000000016 0.10622000000000002 0.10637000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.058500000000000003 -0.5225749999999999 0.088930000000000023 -0.53104499999999988 0.12958500000000003 -0.08971999999999998 0.083555000000000004 0.10299000000000001 -0.083854999999999985 -0.10607499999999999 0.083215000000000011 0.078735000000000013 -0.094929999999999987 0.077655000000000016 0.09857500000000001 0.11444000000000001 0.10613000000000002 0.0076650000000000008 0.032695000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 10 11 -10 14 -14 18 24 17 21 23 20 -20 25 -18 -13 -15 26 27 -17 -21 -7
right_child=1 -3 3 -5 5 29 -8 -9 9 -11 -12 12 13 15 -16 16 22 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014574897995716922 0.0014577474744822331 0.0014574945522236693 -0.0014572059200857019 -0.0013921246608811512 -0.0014569750858887212 0.0013373330093526825 -0.0010274595415879163 -0.001404313156896074 -0.0014273568565891211 -0.0012478401673511577 0.0014458838646478976 -0.00055823596645103262 -0.001205827436328937 0.0010126498812360939 0.00075119775551449721 0.00037043850862379923 -0.00027708188408710359 0.00081332875852289 0.00040161302257920055 -0.0013583842136792367 -0.00083144674267035816 -0.0013131042884742437 0.00091568888541196066 0.00088783945065575519 -2.5797250773290999e-05 -0.0010723069318631757 0.00036461455042310914 -0.0012117137824085608 -0.00022456160856128347 0.00012524528901315486
leaf_weight=0.0019844650374629671 0.0013647127843796616 0.0014099976971806418 0.0014820469062470911 0.0028398464271646153 0.001171420426341995 0.0020208557051475395 0.0030697154430106002 0.0014431784645978487 0.0011858433438618468 0.0015434543179635432 0.0013299014720757887 0.0014468633305684134 0.0014386999935140912 0.0068110148375062352 0.0026441723836967404 0.0012071386882830382 0.0018426506927653463 0.003544938269294918 0.0043382324121239314 0.0056693067486124592 0.0020962750089488225 0.0022267757572933542 0.0049667389448160284 0.0022914964227069845 0.0020385757809719962 0.0017562158114188264 0.0044765032081670597 0.0018956422027720521 0.0010506007642998583 0.0010263291696226409
leaf_count=86 9 21 17 99 143 56 398 24 42 308 41 70 12 182 27 151 11 79 38 610 39 102 88 94 28 32 143 34 98 39
internal_value=0 -7.73377e-05 -0.000108157 -0.000139194 -8.52946e-05 -5.37874e-05 -0.000102498 -5.38919e-05 -1.96841e-05 1.04886e-05 4.6284e-05 1.11166e-05 4.40842e-05 0.000217532 -0.000241828 0.000284091 8.65018e-05 -0.00014176 -0.000397263 -0.000603423 -1.01079e-07 -0.000434586 0.00059292 0.000328163 0.000773435 -0.000225034 -2.87107e-05 -0.000596177 -0.00118112 0.000929087
internal_weight=0 0.0716291 0.0702191 0.0688544 0.0660146 0.0645325 0.0614854 0.0584156 0.0569725 0.055801 0.0542576 0.0529277 0.0517418 0.0322049 0.0195369 0.0307662 0.0219166 0.0151072 0.0168928 0.0131544 0.00643451 0.0115623 0.00680939 0.00373836 0.00884959 0.0093355 0.00757928 0.00310278 0.00671991 0.00304718
internal_count=3121 3035 3014 3005 2906 2889 2794 2396 2372 2229 1921 1880 1838 862 976 850 640 541 949 785 77 462 99 164 210 360 328 185 708 95
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=31 39 42 156 151 4 49 47 47 128 1373 41 44 133 52 52 2 15 15 12 13 4 4 52 52 1 1429 52 52 4
split_gain=0.00141467 0.00113274 0.00113237 0.0009969 0.00101832 0.0011029 0.00111383 0.0010056 0.001189 0.000892828 0.000866627 0.000909547 0.000931308 0.000984917 0.000919953 0.000785255 0.00121476 0.000898493 0.000792279 0.000668326 0.00064812 0.00100502 0.000680895 0.000775922 0.000697997 0.000633286 0.000726642 0.000676503 0.00115208 0.00099767
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.13984500000000002 0.13206500000000002 0.11312500000000002 1.0000000180025095e-35 0.099250000000000019 0.078475000000000017 1.0000000180025095e-35 0.10622000000000002 -0.24164999999999998 0.11434500000000002 0.098035000000000011 -0.095869999999999983 -0.036009999999999993 -0.040564999999999997 -0.43167499999999998 0.033845000000000007 -0.047864999999999991 0.10473500000000001 0.024145000000000003 0.095950000000000021 0.084690000000000015 -0.088204999999999992 -0.077024999999999996 -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 -2 -4 -5 6 7 8 9 10 11 12 13 14 -6 16 17 -16 -17 -7 -18 22 23 24 -22 26 27 -19 -29 -30
right_child=1 -3 3 4 5 19 -8 -9 -10 -11 -12 -13 -14 -15 15 18 20 25 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013199278319472169 -0.0013198236123564265 0.0013199237086970082 -0.0013196224111271491 -0.0011295479808071068 -0.00086153987869498616 0.0012409079173473494 0.00095460787667145115 -0.0011888684767319289 0.00081564451372957247 -0.0013196904083414879 -0.0013087529582646619 -0.0012984116599160005 -0.0011986562289177441 -0.0009005806035354021 -0.00062999612111559842 0.00030216434515321965 0.0013200089048974978 -0.00088845069423066551 -0.0010000770770882482 0.00025972834955635785 0.00046482122442091585 -0.00078410477016457219 0.0012606134247749618 0.0012931434532017761 -0.00083566882250573856 0.00080200672307282283 0.0008638622817819751 0.00098723623683202085 0.00018948469979967995 -0.0008611151163510118
leaf_weight=0.0013315586537370186 0.0012557218635933501 0.0010235276584324984 0.0010605066451674352 0.0014223693084431934 0.0017915294527002202 0.001411444908857363 0.0017085559717315837 0.0015120147530183195 0.002361247973396984 0.0011024772222940618 0.0010276401918005709 0.0010344892833131772 0.0011715987773186489 0.0019933250214902989 0.0033277805150024849 0.0013481953685872128 0.0017016265751408355 0.0016461135963097224 0.0020510671366151803 0.0084180398122555289 0.0019280437090429814 0.0010415711549462969 0.0019530911199154843 0.0010518134241408461 0.0011455825892809912 0.0020958544591849195 0.0015205821090660274 0.0017560539170915447 0.0040937945767911431 0.0025568279884016516
leaf_count=86 18 21 163 64 196 121 43 27 48 187 21 77 24 322 134 91 16 116 175 168 37 47 84 13 27 38 55 30 316 356
internal_value=0 -5.58385e-05 -8.0766e-05 -5.25962e-05 -2.77924e-05 1.91551e-06 -8.93932e-05 -0.000132675 -9.24488e-05 -0.000149875 -0.000114284 -7.9421e-05 -4.25212e-05 -1.47845e-06 5.63168e-05 0.000112596 0.000191089 -1.51137e-05 -0.00048359 0.000400619 0.000588384 0.000413534 0.000618753 0.000314879 -1.98892e-05 0.00013458 1.37135e-05 -0.00011488 3.65933e-05 -0.000214418
internal_weight=0 0.0575125 0.056489 0.0552332 0.0541727 0.0527504 0.0429209 0.0412123 0.0397003 0.0373391 0.0362366 0.0352089 0.0341745 0.0330029 0.0310095 0.029218 0.0258187 0.016997 0.00339926 0.00982948 0.00882173 0.0071201 0.00607853 0.00412544 0.00307363 0.0136692 0.0115734 0.0100528 0.00840668 0.00665062
internal_count=3121 3035 3014 2996 2833 2769 2480 2437 2410 2362 2175 2154 2077 2053 1731 1535 1269 1045 266 289 224 208 161 77 64 911 873 818 702 672
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 156 151 4 1348 11 475 403 3 0 0 43 3 42 42 43 0 16 52 4 34 51 0 3 13
split_gain=0.00169994 0.00152368 0.00142129 0.00180751 0.00130409 0.0014228 0.00114316 0.00110704 0.00159882 0.00120448 0.00121122 0.00113973 0.00129928 0.00105466 0.00133842 0.0015189 0.00114941 0.00125314 0.0009316 0.00110798 0.0011193 0.00090727 0.00106467 0.00137067 0.000883722 0.000781596 0.00082472 0.000714188 0.000712388 0.000680394
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.084895000000000012 0.080455000000000013 -0.083589999999999984 -0.083259999999999987 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 0.10732000000000001 -1.0000000180025095e-35 0.084695000000000006 -0.079109999999999986 -0.15931499999999996 -0.094359999999999986 -0.078224999999999975 0.022185000000000003 -0.112215 0.11144500000000002 -0.11756999999999999 -0.10023499999999998 0.10443000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 11 -9 -13 29 21 -16 18 -18 -17 -20 28 22 -15 -24 -23 -10 -27 -26 -21 -14
right_child=1 -3 3 -5 5 -7 7 8 25 -11 -12 12 13 14 15 16 17 -19 19 20 -22 24 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0013732402336269094 -0.0013731969997517154 0.0013734256903964101 0.0013734797973774659 0.0011643659094433371 -0.0013729399105240413 -0.0012202178416615679 -0.0013402906724453013 0.0008783787644138538 -0.00060510480269332703 0.0011896207390425784 -0.0013729485945043905 -0.001372948078558921 0.00095721240207444279 -0.00080714322886972696 -0.0013691903673985447 -0.0010091360770917244 -0.0013729705171675348 -0.00018991147884872238 0.0011380004333400137 0.00017128825742614357 0.00093320111964003913 0.0010459813272864331 -0.00062675331550261012 0.00090893977594551595 -0.0003796443015508482 0.0008591919793097001 -0.00016911655651421486 0.00068055880646608548 -0.0013497438664221567 4.4629799348531311e-05
leaf_weight=0.001692592717187579 0.0014975867235307297 0.0014463271979963102 0.0011640562825050429 0.0023386405692562553 0.0012119841243354293 0.002040848236482872 0.0011813622477703225 0.0021210403600271368 0.0010660788448149114 0.0013128901310039956 0.0014631743097766039 0.0015836627688816654 0.002530620562879434 0.0034969508733411203 0.0029483417987776631 0.0011536593232648329 0.0028650818041735934 0.0041056079362391529 0.0020932518844887218 0.0010422451514671138 0.0012472134304992721 0.0027423319698271923 0.0020177283715838712 0.0023964219783465524 0.0028077032906850263 0.0068920671588124094 0.0018685153395381349 0.0020881771654259751 0.0013095561259746091 0.0039328662350328614
leaf_count=86 18 21 9 49 159 98 45 139 8 38 85 471 23 25 328 92 597 43 43 8 71 84 19 24 46 239 14 36 166 37
internal_value=0 -2.01385e-05 -5.13778e-05 -1.99675e-05 -6.56098e-05 -9.37549e-05 -5.37585e-05 -2.53432e-05 2.85727e-06 -0.000106127 -0.000144837 -0.000102539 -0.000154087 -0.00010431 -0.000205567 -0.000474647 -0.000283759 -0.000676171 0.000115804 0.000343797 -0.000118127 8.45486e-05 -0.000241301 0.000206967 0.000422039 0.000504802 0.000639867 7.25505e-05 -0.00067567 0.000401929
internal_weight=0 0.065966 0.0645197 0.0630221 0.0606834 0.0595194 0.0574785 0.0562665 0.0550852 0.0452585 0.0439456 0.0424825 0.0403614 0.0387778 0.0323143 0.016765 0.0138166 0.00697069 0.00684593 0.00569227 0.00359901 0.0155493 0.0079111 0.00441415 0.00763821 0.00982666 0.00876058 0.00489588 0.0023518 0.00646349
internal_count=3121 3035 3014 2996 2947 2938 2840 2681 2636 2375 2337 2252 2113 1642 1582 1348 1020 640 380 288 245 234 68 43 166 261 253 82 174 60
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=31 151 4 146 1456 41 1 39 42 123 13 1374 133 13 3 0 11 47 133 2 43 43 1374 47 156 484 12 16 3 11
split_gain=0.0021013 0.00160422 0.00153514 0.00167489 0.00147173 0.0013882 0.00123855 0.00120096 0.00145587 0.00122888 0.00196986 0.00122093 0.00124196 0.00197387 0.00123164 0.00228801 0.00142835 0.00141661 0.00144192 0.00173031 0.000985944 0.000983539 0.000916488 0.00123118 0.0010035 0.0010958 0.000909094 0.000908239 0.00103948 0.000860285
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.12035500000000002 0.091180000000000011 0.078475000000000017 0.12040000000000002 0.16946000000000003 -0.11466499999999999 0.091310000000000016 -0.53104499999999988 0.093235000000000012 0.10622000000000002 -0.23438999999999996 -0.10023499999999998 -0.11013499999999998 0.080455000000000013 0.13082500000000002 0.083950000000000011 0.084245000000000014 0.0068900000000000012 0.084740000000000024 -0.094929999999999987 0.09585500000000001 0.080810000000000007 0.085130000000000011 0.094835000000000017 -0.54165499999999989 0.11924500000000002 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 20 8 -3 10 -10 12 13 -12 16 22 21 18 -17 -20 27 26 -16 24 -24 -26 -15 -4 29 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 14 15 17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012941585447512807 -0.0012521649794183369 -0.00099984675333368534 0.0012938539581739993 -0.001233898128636504 -0.00097258406450470862 -0.0010760133009038739 0.0012477577129530954 0.0012941507382976726 -0.0012941371418627289 0.00079960551587701699 0.00075094094801415054 -0.0012761180187014262 -0.00089659579108909259 0.00087730729260293062 -0.00052026391475210423 -0.0010295276272274583 -0.00081056370247238314 0.00035534277207713283 0.0012276516953194842 -0.00081150570126103689 -0.0006641168808694417 -0.0001698900921008018 0.00066692362177730156 -0.00072627899320582164 -0.0011658238416075624 0.00058050933035992073 -0.00013718852360753128 0.0010773608770451115 -0.00079502856018642766 -0.00029922440961678196
leaf_weight=0.0019679595819717113 0.0018424398374747844 0.0028712412639038112 0.0019192106785794749 0.0010156716125493412 0.0010506187772989515 0.00241951354959724 0.0036658971383758407 0.0010508278338647861 0.0022103137957856225 0.002678982264228579 0.0056263476064088982 0.0013194465251302736 0.0025455833534513408 0.0066504277322962865 0.0029138174868421638 0.0088742789130247419 0.0018270621726799172 0.002220119474770855 0.0011798739537169931 0.001699651413090919 0.001360924047617118 0.0034102285402468633 0.008200579353456295 0.001727680898518714 0.0011899518587767952 0.0012157344335719245 0.0019008176495560747 0.002206087215796515 0.0012096000568817544 0.0011589145069592632
leaf_count=86 47 143 41 2 11 97 152 14 11 37 70 33 374 76 17 1105 93 16 26 338 20 22 111 26 29 21 28 57 10 8
internal_value=0 -5.91432e-05 -3.07148e-05 0.000364084 0.00049319 -0.000114881 0.00062686 -7.69527e-05 -0.000100861 -5.58856e-05 -9.7775e-05 -4.74082e-05 -1.57328e-05 3.03706e-05 -6.38902e-05 -0.000214269 0.000254805 -0.000592404 -0.00077142 2.40309e-05 0.00033708 0.000417535 0.000132275 0.000286433 0.000451396 -0.000283299 0.0006518 0.000546903 0.000233531 0.000603262
internal_weight=0 0.0791618 0.0773194 0.0135869 0.0125713 0.0637325 0.0115206 0.061313 0.0602621 0.0573909 0.0547119 0.0525016 0.0511822 0.0486366 0.0430102 0.0292217 0.0137885 0.0139739 0.0117538 0.00287953 0.00785474 0.0119615 0.0152478 0.0123339 0.0106063 0.00240569 0.00855125 0.00649381 0.0045746 0.003365
internal_count=3121 3035 2988 301 299 2687 288 2590 2576 2433 2396 2385 2352 1978 1908 1689 219 1485 1469 364 136 126 204 187 161 50 104 116 75 65
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=22
num_cat=0
split_feature=1456 11 43 48 43 12 0 124 1 12 14 13 16 16 1 48 48 49 0 12 47
split_gain=0.000267898 0.000245156 0.000288924 0.000473751 0.000463045 0.000388947 0.000356051 0.000298085 0.000232838 0.000343746 0.000271921 0.000285316 0.000546657 0.000322471 0.000357019 0.000598261 0.000223125 0.000315944 0.000199088 0.000195785 5.937e-05
threshold=-1.0000000180025095e-35 0.087830000000000005 -0.052894999999999991 0.087310000000000013 -0.00067499999999999993 0.051320000000000005 -0.053834999999999994 -0.027784999999999997 0.13686500000000004 0.098810000000000023 -0.10708499999999999 -0.10664 -0.054549999999999994 -0.0092699999999999987 0.11061500000000002 0.095425000000000024 0.086260000000000017 -0.0095499999999999977 -0.10324499999999999 0.091475000000000015 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 7 19 -2 9 10 -6 12 -12 14 15 16 17 -13 -15 -7 -21
right_child=1 -3 4 -5 8 6 -8 -9 -10 -11 11 13 -14 18 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.001840393538544002 2.0711208786688929e-05 -0.0012551637778201021 -0.00249728200732429 0.002330376965861641 -0.0016408021465212752 -0.00097473102377970439 -0.0021277857575763876 0.0022402017188444243 0.0012704559405723804 -0.0017522038034834308 0.003004521050937192 0.0012958788724881721 -0.00017579675549131652 0.0021493637678852168 -0.0024062274400790213 0.0022752407585062201 -0.0021279430903575593 -0.0011898396322916449 -4.1478222751562148e-05 0.00025703438101061396 0.0014742059787396394
leaf_weight=0.0010091583198019718 0.0014468991590104174 0.0017546907924437241 0.0010206283098138638 0.0017331390415120662 0.0011150843439509126 0.0012052167600584696 0.0011758802704031623 0.0016929671113974365 0.0016596576109311209 0.0015392429331977384 0.0012286367920371077 0.0010704560185388371 0.0016098020751451622 0.0010932854306560102 0.0010884469072038883 0.0010471527164401806 0.0011276482241830976 0.0017161452668776871 0.0010467933948077315 0.001068025206623302 0.0010008015898268496
leaf_count=288 118 119 521 222 43 461 72 78 101 140 83 37 47 32 34 27 29 279 128 231 31
internal_value=0 4.33376e-05 0.000132043 0.000636554 -0.000155406 0.000249767 -0.000433013 0.00121743 3.83515e-07 -0.000153671 4.89506e-05 0.000219802 0.00120082 -0.000120197 -0.000543956 -0.000135406 -0.00078031 -0.000234966 0.00107774 0.000175668 0.000845845
internal_weight=0 0.0274406 0.0256859 0.00932293 0.016363 0.00758979 0.00444992 0.00313987 0.0153424 0.0136827 0.0121435 0.0110284 0.00283844 0.00818993 0.00604985 0.0049614 0.00391425 0.0027866 0.00214008 0.00327404 0.00206883
internal_count=3121 2833 2714 1213 1501 991 795 196 980 879 739 696 130 566 406 372 345 316 160 723 262
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=21
num_cat=0
split_feature=160 52 4 47 47 52 12 0 14 2 147 0 1 151 42 3 2 43 13 3
split_gain=0.000207027 0.000231088 0.000429469 0.000396493 0.000392399 0.000451683 0.000388888 0.000364769 0.000465514 0.000503594 0.000436232 0.000406236 0.000334073 0.000331581 0.000254554 0.000275405 0.000258088 0.000163953 0.000142197 4.31929e-05
threshold=-0.26568499999999995 0.10744000000000002 -0.49405499999999997 0.13148500000000005 0.11069000000000002 -0.24456499999999998 1.0000000180025095e-35 -0.076234999999999983 -0.10708499999999999 0.098035000000000011 0.10271500000000001 -0.10151999999999999 0.080000000000000016 -0.0033899999999999994 1.0000000180025095e-35 0.090900000000000009 0.084145000000000011 0.084740000000000024 -0.0025349999999999995 0.11924500000000002
decision_type=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 5 -4 -3 8 -7 11 12 14 17 -11 15 16 -10 -9 -14 -15
right_child=1 6 3 -5 -6 7 -8 10 9 13 -12 -13 18 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.0017933885227463943 -0.0023778721118561689 0.0021475655403075241 -0.0024907052734099286 -0.0021693542988999869 0.0020984279638212189 -0.0027049297387537474 -0.00046567305430594011 0.0012616752870182922 -8.4274583114430859e-05 -0.00031508745743385433 -0.0014142928348862026 -0.0022453716830614532 0.0034397639212953852 0.0027817007309094569 0.001589319684039152 0.00076868698880430025 -0.0025945798174636554 -0.00065281770561489787 0.0015457947828580296 0.0016506589924075296
leaf_weight=0.0010012540417430041 0.0012345487845273331 0.001993760535408561 0.001078764520602511 0.0012218809188677673 0.0015128892349149927 0.0011140278569179438 0.0016239398947290873 0.001644470032966981 0.0013053387751504834 0.0013397944696951214 0.0010620647089893964 0.0017940120396590081 0.0011616878786684381 0.0010380542939834037 0.0011477912874742202 0.0016086490392765995 0.0012698065333864861 0.0012279419546485926 0.0013435057109223436 0.001085561948107383
leaf_count=258 141 96 251 40 87 41 209 135 33 94 11 1086 198 109 67 39 70 29 90 37
internal_value=0 4.26234e-05 -0.000102749 2.51756e-05 0.0001545 1.49652e-06 0.000974516 0.000149683 -0.000267295 -1.08408e-05 0.00090747 -0.000613575 0.00136601 0.00122922 -6.44961e-05 -0.000518208 -0.00132211 0.000443239 0.00242405 0.00220353
internal_weight=0 0.0268085 0.0231908 0.0219562 0.0207344 0.0192215 0.0036177 0.0181427 0.011703 0.010589 0.00643967 0.0071256 0.00537761 0.00346341 0.00533159 0.00418379 0.00257515 0.00287241 0.00250519 0.00212362
internal_count=3121 2863 2558 2417 2377 2290 305 2039 1576 1535 463 1295 452 240 209 142 103 164 288 146
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=20
num_cat=0
split_feature=41 124 123 3 0 16 484 1 43 47 49 1374 0 13 15 15 4 0 12
split_gain=0.000202333 0.000235656 0.000316998 0.000334508 0.000316579 0.000310202 0.000303185 0.000425397 0.000302636 0.000284228 0.000291166 0.000248237 0.000327545 0.000224906 0.000174934 0.000305118 0.000302761 0.000345274 8.04786e-05
threshold=0.079885000000000025 0.10195500000000002 0.088610000000000008 -0.12018999999999998 -0.053834999999999994 0.22339500000000004 -0.0068949999999999992 0.12765500000000005 0.084740000000000024 0.092530000000000015 -0.090734999999999982 -0.094929999999999987 -0.23001499999999997 0.090705000000000008 -0.088429999999999995 -0.10203999999999998 -0.083854999999999985 -0.11242999999999999 0.090995000000000006
decision_type=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 9 13 10 -8 -12 -13 -1 15 -14 -16 -18 -15
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 12 14 18 16 -17 17 -19 -20
leaf_value=0.0020628628987406604 -0.0011412203224659314 0.0015728475431999634 0.0017825778960041038 -0.001762677856525689 -0.00030711293086192829 -0.0023092087241674271 -0.0015234491102774246 0.0016861698463829272 -0.00071205081066465551 -0.0013540630355982541 -0.0012982679642625258 0.0019003147709304035 -0.00043366235986079369 0.0011359881085831571 0.0011444344174539826 0.0019186779789412236 0.00015449305816912174 -0.0024644264128465942 -0.00012056267012095637
leaf_weight=0.0016666635216608895 0.0017211121977958035 0.0011229988395209381 0.00107651054962865 0.0011461980754123866 0.0019424318861496264 0.0016289385695156255 0.0011616825697737818 0.0016009801760157325 0.0014060816592333936 0.001945911317450034 0.0010005557446390884 0.0015153161549505958 0.0011956993753790002 0.0010528875387088021 0.0010436869980825483 0.0013372529971626959 0.0012532344351612315 0.0010669796142790382 0.0013089956136091985
leaf_count=96 133 39 111 415 158 129 86 93 29 144 48 53 131 47 263 135 37 890 84
internal_value=0 5.74404e-05 -1.24487e-05 -9.54773e-05 -0.000319372 -0.00122029 -9.3859e-05 5.1919e-05 0.000639445 -0.000175193 6.44015e-05 0.000283662 0.000497204 0.00111116 0.000136646 0.000808238 -0.000369049 -0.00104985 0.000439586
internal_weight=0 0.025473 0.02435 0.0232735 0.0178389 0.00357137 0.0142675 0.0131213 0.00543463 0.0115203 0.00957441 0.00841273 0.00741217 0.00402855 0.00589685 0.00253295 0.0033639 0.00232021 0.00236188
internal_count=3121 2988 2949 2838 2582 287 2295 1880 256 1787 1643 1557 1509 227 1456 266 1190 927 131
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=31 45 14 151 4 1456 39 16 376 1374 1348 11 1456 15 3 15 42 43 3 49 52 34 150 12 2 4 151 393 16 49
split_gain=0.00232727 0.00178272 0.00178473 0.00157523 0.00161283 0.00159753 0.00150043 0.0014162 0.00159768 0.00136443 0.0012356 0.00159866 0.00108656 0.00127258 0.00118941 0.0012265 0.00117452 0.00128976 0.00137872 0.00123471 0.00167177 0.000993643 0.000975859 0.0015392 0.0010661 0.000894571 0.000917379 0.000872398 0.000761166 0.000873328
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.27287000000000006 0.091180000000000011 0.16946000000000003 0.51524500000000006 0.088470000000000007 0.093235000000000012 0.084895000000000012 0.080455000000000013 -1.0000000180025095e-35 -0.095869999999999983 0.30112000000000005 -0.090644999999999989 -1.0000000180025095e-35 -0.083879999999999996 -0.52915999999999996 0.13984500000000002 0.10160000000000001 -0.112215 0.098740000000000008 0.095110000000000014 0.10060500000000001 0.24564500000000003 -0.055494999999999996 1.0000000180025095e-35 0.15891500000000003 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 21 7 8 9 10 11 12 -5 25 15 -15 27 -18 -19 20 22 -6 23 28 -25 26 -14 -17 29 -20
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013200715270208917 0.0013204057000034569 -0.001272541585839373 -0.0011937679406253661 -0.00094422152461641593 -0.00057807959683520941 -0.0011000403109797891 0.0013201733665100714 -0.0011195718929191522 0.0009353806266418237 -0.0013154983633536 0.0011591537015684986 -0.0013196834567079821 0.00019717248446653762 0.00070231209211522438 0.0013196591218195685 -0.0013001438452604824 0.00044598688380021839 0.0013200940193035836 -0.0011820076994556626 0.0011646377515607397 -0.0013198156843893766 0.00072107873587028289 0.00063655810613224629 0.00077880498407768481 -0.00060021467568511198 7.6474333831289652e-05 -0.0010605173060575207 0.00012891472827254591 -0.0013198726440554734 -0.0001239672627454214
leaf_weight=0.0021325643440768252 0.0015569640163448631 0.0018437094597416595 0.0025383994120176103 0.0025466656123702682 0.0011534562249835298 0.0010941224591078944 0.0012271024215806383 0.0025314867464096827 0.0024325194981145151 0.00171648374602995 0.0012829153386064709 0.0019629137372021424 0.0012806942407390665 0.0039221047981108361 0.0012416900843987824 0.0022163677506092929 0.0082733597006985349 0.0010235672962153183 0.0018563854549018552 0.0010154401213853239 0.0025566451802880854 0.0092105453729551812 0.0022434113396059266 0.0030060007874412884 0.0014455357522038526 0.0031063852047168439 0.004774972061028393 0.0011195393935530262 0.0020696939580471252 0.0050637444973018605
leaf_count=86 9 46 99 245 8 11 14 143 27 32 33 42 60 108 43 481 223 3 37 17 185 273 28 80 48 43 172 100 80 345
internal_value=0 -7.72857e-05 -0.000106012 -6.82999e-05 -3.71922e-05 0.0004164 -0.000123936 -0.000154131 -0.00011061 -0.00015797 -0.000119766 -0.000152112 -0.000105112 -5.88734e-05 5.00087e-05 5.98657e-06 -7.96543e-05 6.90346e-06 -0.00017222 -0.000251541 -0.000330375 0.00057649 -0.000169095 -0.000303561 0.000331 -0.000499218 -0.000794532 -0.000820548 -0.00061778 -0.000407796
internal_weight=0 0.0773128 0.0757559 0.0732175 0.0713737 0.0114581 0.0599156 0.0586885 0.056157 0.0537245 0.052008 0.0507251 0.0487622 0.0462155 0.0370535 0.0358118 0.0318897 0.0285538 0.0202804 0.0192569 0.0182414 0.010364 0.0156848 0.0134414 0.00445154 0.00916205 0.00605567 0.00333591 0.00898982 0.00692013
internal_count=3121 3035 3026 2927 2881 292 2589 2575 2432 2405 2373 2340 2298 2053 1778 1735 1627 1046 823 820 803 281 618 590 128 275 232 581 462 382
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=21
num_cat=0
split_feature=1213 43 12 14 3 159 123 133 3 457 49 0 0 0 2 3 1 4 160 43
split_gain=0.000202871 0.00019903 0.000287629 0.000355395 0.000288322 0.000268957 0.000340416 0.000351047 0.000403522 0.000426059 0.00031391 0.000251283 0.000242721 0.000270671 0.000206016 0.00041119 0.000201546 0.000323396 0.00019953 9.19764e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 0.12757000000000002 0.062655000000000016 0.20828500000000003 -0.032739999999999991 1.0000000180025095e-35 0.09389500000000002 -0.12018999999999998 -0.0029299999999999994 -0.087004999999999985 -0.053834999999999994 0.12113000000000002 -0.069954999999999976 0.11215000000000001 0.090900000000000009 0.10781 -0.0029599999999999995 -0.081639999999999976 -0.079734999999999986
decision_type=2 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 18 7 8 12 -10 -11 14 13 -7 15 16 17 -12 -2 -13
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0012633309894292143 -0.0018267281918201515 -0.0011170836579728976 0.0014873319863040037 -0.0016408663341686365 0.001545652171652694 0.00026639218723873857 0.0013377474693334304 -0.001592101467816706 -0.0016195080076097863 -0.0013604518936079781 0.00074482818766077874 -7.9667433542681784e-05 -1.8102279197610476e-05 0.0021405421840770978 -0.00049568106537953196 0.0018530327844575988 0.0012694491283042164 -0.0010560312217579066 -5.8488954435020404e-05 -0.0013111812209938426
leaf_weight=0.0010449946972068682 0.0010758303798280577 0.0011950820392581099 0.0011697544419266839 0.0010273409993164498 0.0010887549106204366 0.0010587062537155134 0.0017669583588948426 0.0010734164515318048 0.0014561679966820238 0.0011859752962237726 0.001683587038018069 0.0010135570108218417 0.0015924916962255509 0.0016352703167399263 0.0015453097900723911 0.0017852400451374706 0.0011245797140500002 0.0016432894165199219 0.0010531642503796004 0.0010094527611261986
leaf_count=491 201 169 66 81 130 58 207 315 172 62 433 33 84 67 69 42 42 147 168 84
internal_value=0 3.42069e-05 8.92669e-05 2.0608e-05 9.54992e-05 2.27507e-05 0.000128773 8.80898e-06 0.000111503 -0.000151659 4.2813e-05 0.000212546 0.000875679 0.00140402 0.000448257 0.000682144 0.000212563 -0.000144695 -0.000952021 -0.000694175
internal_weight=0 0.0261839 0.0249888 0.0238191 0.0227918 0.021703 0.019574 0.017807 0.0167336 0.0124472 0.010991 0.00980502 0.00428647 0.00269398 0.00778201 0.0062367 0.00445146 0.00332688 0.00212899 0.00202301
internal_count=3121 2630 2461 2395 2314 2184 1815 1608 1293 1084 912 850 209 125 733 664 622 580 369 117
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=21
num_cat=0
split_feature=4 158 151 2 15 160 1374 15 49 12 160 52 4 150 150 14 12 15 3 12
split_gain=0.000185886 0.000299072 0.000296434 0.000242488 0.000255889 0.00024242 0.000241912 0.000289518 0.000319015 0.000402856 0.000306869 0.000255179 0.00043226 0.000248415 0.000227888 0.000210225 0.000202809 0.000199645 0.000294523 0.000208849
threshold=0.27287000000000006 0.085900000000000018 -0.084129999999999996 -1.0000000180025095e-35 -0.14147499999999996 -0.091944999999999985 -0.094929999999999987 -0.090344999999999995 -0.006494999999999999 0.092255000000000018 -0.074254999999999988 0.10744000000000002 -0.49013999999999996 0.081835000000000019 0.087675000000000017 -0.46596499999999991 0.09320500000000001 -0.024814999999999997 -0.10217499999999997 0.051320000000000005
decision_type=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 -5 -6 -7 13 9 14 -10 12 -12 -8 -9 -4 -17 -14 -19 -20
right_child=2 -3 15 4 5 6 7 8 10 -11 11 -13 17 -15 -16 16 -18 18 19 -21
leaf_value=0.0015448441012217526 -0.0012324165853704518 -0.0022540264955872346 -0.00028987380676782958 -0.0020334078928399228 -0.001542337884813207 -0.001832648216436934 0.00038349035435903024 -0.0035433216322413919 0.0020740531036528799 0.00073180889269425415 -0.0026982030686762662 0.0013909021784269384 -0.0012359198676353395 0.0029695747835517187 -0.00086483283562726265 0.0028327112739378333 0.00065848714310456349 -0.0011533974215464445 0.0026184158384065341 0.00038898582438671439
leaf_weight=0.0014120769122794022 0.0010409613174431342 0.0010813646554104208 0.0011161853917891484 0.0011586607986444576 0.0016670086722843083 0.0010182925901496267 0.0014557846463389918 0.0010424079975590592 0.0014078056192627928 0.0012028251032907278 0.0010638256287833743 0.0017686300271559929 0.0013297994269499932 0.001042110537288643 0.0010351384579547762 0.00145505577614946 0.0013545070812739368 0.0011567710334325883 0.0011290269435449045 0.0017550747684149659
leaf_count=94 39 257 52 144 313 49 167 143 101 38 110 144 239 51 87 210 51 90 21 721
internal_value=0 -0.000181082 0.000686013 -7.25041e-05 -0.000191248 -7.31568e-05 7.61127e-05 0.000202414 -4.17269e-05 -0.00113053 0.000329901 3.05728e-05 -0.000343337 0.00146239 -0.00220876 0.00119471 0.0017845 0.000123117 0.000570358 0.00126173
internal_weight=0 0.0217266 0.00496671 0.0206452 0.0192332 0.0180745 0.0164075 0.0153892 0.0128913 0.00328037 0.00961093 0.00820313 0.0064345 0.0024979 0.00207755 0.00392575 0.00280956 0.00537067 0.00404087 0.0028841
internal_count=3121 2769 352 2512 2418 2274 1961 1912 1694 268 1426 1325 1181 218 230 313 261 1071 832 742
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=21
num_cat=0
split_feature=1213 44 124 50 15 15 1 52 484 42 51 15 43 16 16 0 15 49 9 1
split_gain=0.000182021 0.00018406 0.000255474 0.000211417 0.000283677 0.000220684 0.000209945 0.000183476 0.000234092 0.000284836 0.000302642 0.000287321 0.000187618 0.000288134 0.000278895 0.000203472 0.000268923 0.000407651 8.15087e-05 4.57453e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.10647500000000001 -0.23909999999999995 -0.11713499999999999 0.096860000000000016 0.40674500000000008 0.08660000000000001 0.09832500000000001 -0.031924999999999995 0.097485000000000016 -0.20207499999999998 0.15891500000000003 -1.0000000180025095e-35 -0.083914999999999976 -0.095869999999999983 -0.069799999999999987 0.093320000000000014 0.088975000000000012
decision_type=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 18 -6 -2 8 9 10 -7 12 -12 14 15 16 -14 -18 -4 -19
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 19 -20 -21
leaf_value=-0.0015042777111013304 0.0001544196534030105 -0.0013267273134861895 0.0019614747228637185 -0.0015613115467230394 -0.0014199190969867795 -0.0017462643072396434 0.0023473463914168153 0.0014272377209161324 0.0013572838181344765 0.0012945112774173514 0.0014003031755757209 -0.0018885911922878048 -0.00099965621663284212 -0.0016920337519229208 0.001716207544467377 -0.0014079864423449163 -0.00082621446640962644 0.0011621265349887407 0.00056002025503709175 0.0022191148579101222
leaf_weight=0.0010184578405020286 0.0011123122049276893 0.0012024736182922871 0.0011485584722619136 0.0010718777211329291 0.0014384274051968361 0.0017575794131126097 0.0011394452508812769 0.0011536872729807071 0.0013803507012295482 0.0014946194119067622 0.0011647324478367685 0.0010987030996334477 0.0017125914784772399 0.0013039453215908381 0.0012094412725254366 0.0013403927513837566 0.0013171473886270961 0.0010039499246462498 0.001001648834399127 0.0011132782595524304
leaf_count=491 59 60 121 267 152 346 185 111 158 193 53 91 64 91 93 222 54 220 30 60
internal_value=0 4.40943e-05 0.000112884 -6.51472e-06 7.42328e-05 -6.93238e-05 0.0012641 4.46167e-05 -5.57255e-05 -0.000190087 -0.000360488 -0.000144261 4.42691e-05 -0.000131207 0.000133219 -0.000161899 0.000162612 0.000742191 0.00130862 0.00171791
internal_weight=0 0.0251652 0.0239627 0.0217109 0.0206391 0.0184888 0.00225176 0.0170504 0.0158967 0.0145164 0.0130218 0.0112642 0.0101655 0.00900075 0.0076968 0.00648736 0.00514697 0.00343438 0.00215021 0.00211723
internal_count=3121 2630 2570 2326 2059 1908 244 1756 1645 1487 1294 948 857 804 713 620 398 334 151 280
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=19
num_cat=0
split_feature=1 15 14 42 376 43 16 3 16 160 4 15 1 13 1 3 1 48
split_gain=0.000167196 0.000405511 0.000282407 0.000211089 0.00034673 0.000258025 0.000434399 0.000362373 0.000329493 0.000264025 0.000331646 0.000462227 0.000268898 0.000179814 0.000273814 0.000249539 0.000293889 0.000114938
threshold=0.11323000000000001 0.095175000000000023 -0.10708499999999999 -0.088934999999999986 0.048375000000000008 -0.20207499999999998 0.22339500000000004 0.090900000000000009 -0.071359999999999993 -1.0000000180025095e-35 -0.080924999999999983 -0.033689999999999991 0.095025000000000012 -0.0025349999999999995 0.13146500000000003 0.10732000000000001 0.13686500000000004 0.092150000000000024
decision_type=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 9 17 -7 -11 12 -12 14 -2 16 -15 -9
right_child=13 -3 3 4 -6 6 -8 8 -10 10 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0018704343398440765 0.00031926603175699852 -0.0025036743049742806 -0.0015422875383330926 0.0015417990834144762 0.0022008601363398298 -0.001689958707318849 -0.0023532737764058367 0.0010314233792787244 0.0025248412777328063 0.001314691667778971 -0.00094909987715176161 -0.0022611025072146644 0.0013050611696475065 -0.00022678057282633803 0.0027418087453571971 -0.0010506177864370954 0.0023276646883739613 -0.00066769767549235094
leaf_weight=0.0011382132430810534 0.0017825049539856863 0.0010124463988104839 0.0010787291332967621 0.0013855406684122303 0.0010869794795205232 0.0016919653803543246 0.0011426207766851446 0.0011011025655704998 0.0013300420416442202 0.0018244680689587511 0.0013560905720744199 0.0015059725854311701 0.0016216611161041783 0.0016772732937795345 0.001025826284740905 0.0018581985785601773 0.0010052441969032877 0.001121462626599623
leaf_count=52 156 355 326 65 80 507 276 50 37 289 203 325 70 69 154 51 36 20
internal_value=0 -0.000205434 -7.15907e-05 5.44334e-05 0.000167991 1.10632e-05 -0.000155997 6.13234e-05 0.00105417 -0.000379567 -2.80974e-05 -0.00057449 0.000278499 0.000461142 0.00120417 1.59489e-06 0.00073047 0.00017408
internal_weight=0 0.0183973 0.0173848 0.0162466 0.0151679 0.0140809 0.0126954 0.0115528 0.00355261 0.00800016 0.00630819 0.00448372 0.00297775 0.00734905 0.00280833 0.00454072 0.00268252 0.00222257
internal_count=3121 2655 2300 2248 1922 1842 1777 1501 107 1394 887 598 273 466 310 156 105 70
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=31 45 14 1374 39 42 376 150 447 2 1455 157 1 42 4 42 2 2 52 47 4 0 1 3 48 1 3 12 474 52
split_gain=0.00175543 0.00139433 0.00179616 0.0013252 0.00119043 0.00139119 0.00127533 0.00116368 0.00105135 0.00136977 0.000959605 0.00116232 0.00109975 0.00132907 0.00126112 0.00147575 0.00116089 0.00164588 0.00108779 0.00111746 0.00126271 0.00197036 0.00085893 0.000890202 0.000830068 0.000844748 0.000736179 0.000716544 0.000613198 0.000533167
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.097240000000000007 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.081835000000000019 0.089095000000000021 0.090675000000000019 1.0000000180025095e-35 -0.074224999999999985 0.11353000000000001 -1.0000000180025095e-35 -0.083854999999999985 0.093655000000000002 0.097220000000000015 0.11177500000000001 0.070205000000000017 0.13148500000000005 0.09173000000000002 -0.14649999999999996 0.078340000000000007 0.088060000000000013 0.12879500000000002 0.091785000000000019 0.11924500000000002 0.12069000000000002 0.084855000000000014 -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 3 4 5 -3 7 10 9 29 11 28 13 -13 15 22 -16 -18 19 20 -14 -22 23 -15 25 -11 -19 -23 -7 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10 24 -12 12 18 14 16 -17 17 26 -20 -21 21 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012687348810708926 0.0012690032079026819 -0.0012685845042721949 -0.0011883642248213589 -0.0012245161233101311 0.0012687792087547444 -0.00028771980773332822 0.00097409583070291966 1.6263284509586619e-05 0.0012145463354024915 0.00010619537529558711 -0.0012684133725582177 -0.0010998166803414802 -0.0008261990492769637 0.00096379151698455106 -0.00083200890012078452 -0.00076072724352950689 0.00052283757728825914 -0.00011423648897123546 0.00084493925033209398 -0.0011652647384364288 -0.00086817087288206755 0.0012687563714113691 -0.00049414540333879279 -0.00014177431365476143 -0.00045172859789139751 0.0011515077338197775 -0.0012687182324635224 4.2081336409638698e-05 0.0007618099554949463 -0.0010434206928147823
leaf_weight=0.0016420866819988325 0.0012461312271625493 0.0014439474585117287 0.0022901453849186728 0.0014915884105377577 0.0011412046567471626 0.0012098416856751717 0.00205033754347994 0.0014412435592561232 0.0017759595177153651 0.0021446395239976823 0.0011789967278525984 0.0031256485438104767 0.0016809747475576842 0.0040421356183894998 0.0068415906820447157 0.0022003389488816083 0.0034735341038700795 0.0017373080981748501 0.002755763488110575 0.0012795329873824812 0.001356310995426214 0.0026657589020828701 0.001314447412241293 0.0016497412672151768 0.0012210980348754674 0.0029600964029370402 0.0018185835415351903 0.0010748836284619756 0.0034465477406921963 0.0016248311236957127
leaf_count=86 9 17 99 29 21 85 48 48 53 43 208 679 45 60 711 34 106 102 59 21 21 74 96 12 5 91 11 6 139 103
internal_value=0 -5.9418e-05 -8.59309e-05 -4.39548e-05 -1.39334e-05 -3.93852e-05 -7.73023e-06 -4.49957e-05 0.000319646 0.000150425 -0.000140027 -0.000108103 -0.000183228 -0.000323663 -0.00021854 0.000145384 -0.000460089 -9.81076e-05 0.000157082 -7.81751e-05 0.000127045 0.000441425 0.000429948 0.000643353 0.000487638 0.000712343 -0.000704671 0.000916268 0.000489117 -0.000545304
internal_weight=0 0.0636832 0.062437 0.0601469 0.0586553 0.0575141 0.0560701 0.0540198 0.0111679 0.00939191 0.0428519 0.0416729 0.0370166 0.0262033 0.0230777 0.00920666 0.013871 0.00702943 0.0108132 0.00805746 0.00677793 0.00509695 0.00700632 0.00569188 0.00632583 0.00510474 0.00355589 0.00374064 0.00465639 0.00306607
internal_count=3121 3035 3026 2927 2898 2877 2860 2812 343 290 2469 2261 2037 1811 1132 202 930 219 226 167 146 101 168 72 139 134 113 80 224 151
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=31 421 14 39 42 376 156 43 151 4 49 44 3 34 133 1373 159 42 0 2 2 15 160 4 156 14 12 13 43 15
split_gain=0.00229306 0.00168136 0.00206845 0.00125225 0.0013742 0.00135496 0.00118974 0.00121256 0.00124857 0.00134155 0.00116972 0.00119469 0.00126057 0.00116123 0.00113689 0.00108149 0.00112207 0.00120513 0.00146336 0.00121094 0.0011637 0.00101682 0.00108538 0.00176493 0.00102305 0.000994088 0.000919367 0.000891034 0.000846017 0.00069344
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.39192500000000002 -0.40381499999999992 0.27287000000000006 0.13984500000000002 1.0000000180025095e-35 0.30112000000000005 -0.112215 0.10622000000000002 0.099250000000000019 0.10395500000000001 -1.0000000180025095e-35 -0.10607499999999999 0.11215000000000001 0.11093500000000002 -0.095869999999999983 -0.091944999999999985 -0.49405499999999997 0.091255000000000017 -0.46885499999999997 0.090455000000000021 -0.084154999999999994 -0.083434999999999995 -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=-1 -2 3 4 -3 6 -6 8 -8 10 11 12 14 -11 15 16 17 18 -10 20 21 29 28 -24 26 -15 27 -25 -23 -19
right_child=1 2 -4 -5 5 -7 7 -9 9 13 -12 -13 -14 25 -16 -17 -18 19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012943766518699004 0.0012944737417624694 -0.0012939773096171511 -0.0011969631412957339 0.0012940676055182535 -0.001293765238465481 0.00095454799371009959 -0.0011139397402998216 -0.0012105304729163103 0.00040238242923713272 -0.00074127253090536043 0.00089175107863361316 -0.001155408113379678 0.0012937739704480681 -0.00015992649372324926 -0.0010555500941665471 -0.0012939785838265059 -0.0011973329935755957 8.1498715201558578e-05 -0.0011607851044824872 -0.0005532870756692562 0.0012703308813035703 0.00028736115055844551 -0.0012938920205242117 -0.00049210049837232039 -0.00076895246150129274 0.00087405691714563711 0.0008850774795857387 0.00046646951333028535 -0.0012938239668385655 -0.00096061659711297123
leaf_weight=0.0021471309433955801 0.001492931734588864 0.0015013356111239764 0.0027278807306458921 0.0011449275152983765 0.0013178065584256151 0.0022047794732955586 0.0016954165846456695 0.0014702920742468697 0.0015364199459924066 0.0011953429830100512 0.0019822053481668425 0.0018031023112143876 0.001088951556880601 0.0020596974273985333 0.0020493326454653618 0.001164876980283224 0.0013245972801740882 0.002133107024407721 0.0028830817435787628 0.0040797376835257628 0.001606964075023142 0.0010198763084225959 0.0010327128328810704 0.0020323444471674829 0.0010920901114559447 0.0063651476700243839 0.0069409735586898327 0.0080561882741792268 0.0012734652672810034 0.0021414545050131252
leaf_count=86 20 17 98 21 159 47 61 104 41 8 37 31 42 32 357 15 136 76 477 104 15 52 53 271 69 206 117 185 139 45
internal_value=0 -6.33576e-05 -9.36479e-05 -4.67649e-05 -7.11126e-05 -4.12843e-05 -7.82813e-05 -5.06775e-05 -2.05253e-05 1.3265e-05 -8.00214e-05 -0.000124549 -7.97131e-05 0.000451969 -0.000116764 -6.6556e-05 -2.8072e-05 1.51563e-05 -0.000617357 0.000104156 0.0002023 0.000135576 0.000250405 0.000351104 0.000444849 0.00062127 0.00052269 0.000273365 -0.000590652 -0.000440576
internal_weight=0 0.068417 0.0669241 0.0641962 0.0630513 0.06155 0.0593452 0.0580274 0.0565571 0.0548617 0.0452415 0.0432593 0.0414562 0.00962019 0.0403672 0.0383179 0.037153 0.0358284 0.0044195 0.0314089 0.0273292 0.0257222 0.0214477 0.0191543 0.0181216 0.00842485 0.0170295 0.0100885 0.00229334 0.00427456
internal_count=3121 3035 3015 2917 2896 2879 2832 2673 2569 2508 2262 2225 2194 246 2152 1795 1780 1644 518 1126 1022 1007 886 695 642 238 573 456 191 121
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=31 421 14 1374 457 39 42 376 4 151 11 15 1456 133 151 158 15 1 3 3 0 50 133 4 0 52 2 48 1 0
split_gain=0.00150533 0.00140458 0.00184619 0.00146544 0.00131741 0.00135029 0.00138004 0.00152611 0.00119923 0.00194259 0.00138511 0.00132971 0.00192508 0.00148214 0.00126618 0.00112515 0.00106239 0.00119237 0.00108262 0.000916645 0.00150096 0.000895183 0.000865412 0.0010191 0.00113757 0.000968294 0.000850083 0.000935883 0.000898153 0.00100746
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.097240000000000007 -0.15747999999999998 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.24564500000000003 -0.27559499999999998 0.080455000000000013 -0.095869999999999983 -1.0000000180025095e-35 0.10622000000000002 -0.055494999999999996 0.093740000000000018 0.095175000000000023 0.12873500000000002 0.14121000000000003 -0.12018999999999998 -0.11756999999999999 0.13146500000000003 -1.0000000180025095e-35 -0.42529999999999996 -0.059114999999999994 0.083680000000000018 0.11728500000000001 -0.064549999999999982 0.11323000000000001 -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 -3 6 -6 8 10 -10 11 14 -13 15 -8 16 18 -18 19 -14 -21 26 -22 -24 25 -25 27 -11 29 -29
right_child=1 2 -4 -5 5 -7 7 -9 9 21 -12 12 13 -15 -16 -17 17 -19 -20 20 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012685918004179267 0.0012689140070278146 0.0009838041282360572 -0.001131498829864893 -0.0012550730181969045 -0.0012685844113268967 0.0012687841311743663 0.00031222719616912705 0.00097819437415576208 -0.0012685072088080749 0.0012684894449736242 -0.0012683954403445968 -0.0012684551102671241 0.00057033035047453445 -0.00096815326227646327 -0.0010463558276684109 -0.0011940681834745656 -0.0011165830362524112 0.00057743575678811227 0.00090797256926363433 0.00044972569767165677 -0.0012683854692999003 -0.00075438729082502934 -0.0012613634978442451 -0.001098890103755879 0.00052667343093302827 0.00021266567417025246 0.0011128996913234051 0.00057591758076558971 0.00069517108809595822 -0.00053923044097312599
leaf_weight=0.0014282868059218847 0.0012807701620261005 0.0021132435395827534 0.0025451497649555668 0.0015346554432582584 0.0014866684293366452 0.001252408282198302 0.0014854687307490622 0.0023143458333301217 0.0012703748188869221 0.0013836843846206657 0.0018136693809083218 0.0019295254260640595 0.0058464148298469206 0.0021993751392685992 0.0042915867503250374 0.0010257002648677007 0.0020132202090774589 0.0010005680451286025 0.0034036645162274217 0.0066227224359351874 0.0013693726722694413 0.0010524107001401726 0.0011986521135298606 0.0019527246871397924 0.0034363904992887346 0.0016884372514667234 0.0025811285523218439 0.0020001000780212087 0.0031152363286395257 0.0037402604117033854
leaf_count=86 20 32 98 27 17 21 70 43 14 30 102 240 60 337 189 72 166 6 45 64 520 11 50 352 62 109 128 20 58 72
internal_value=0 -4.68941e-05 -7.1799e-05 -3.0383e-05 -8.25604e-07 -3.46734e-05 -6.17809e-05 -3.1235e-05 -7.26412e-05 0.000232644 -0.000184639 -0.000134832 -3.84207e-05 3.63145e-05 -0.00069702 0.000111056 0.000157974 -0.000554174 0.00024208 0.000139593 -1.52027e-05 0.000370109 -0.000334426 -0.000179894 3.26361e-06 -0.000490711 0.000462417 0.000298443 0.000146874 -0.000150682
internal_weight=0 0.0689479 0.0676672 0.065122 0.0635874 0.0614741 0.0602217 0.058735 0.0564207 0.0151432 0.0412775 0.0394638 0.0336868 0.0317572 0.00577706 0.0295579 0.0285322 0.00301379 0.0255184 0.0221147 0.0162683 0.0138728 0.00964558 0.0082762 0.00707755 0.00364116 0.0128204 0.0102393 0.0088556 0.00574036
internal_count=3121 3035 3015 2917 2890 2858 2837 2820 2777 333 2444 2342 2083 1843 259 1506 1434 172 1262 1217 1157 319 1093 573 523 461 308 180 150 92
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=22
num_cat=0
split_feature=51 1 14 376 147 48 4 40 3 12 132 3 12 12 16 16 49 1 2 0 0
split_gain=0.000199551 0.000259629 0.000386169 0.000328673 0.000345134 0.000396303 0.000307852 0.000367332 0.000305194 0.000341882 0.000441983 0.000328311 0.000315752 0.000311521 0.000274633 0.00025435 0.000207432 0.00028622 0.000254679 0.000190393 0.00011699
threshold=-0.40274499999999996 0.13686500000000004 0.062655000000000016 0.048375000000000008 0.089025000000000007 0.12649500000000002 0.40473500000000007 -0.067184999999999981 0.10732000000000001 0.092355000000000007 0.081465000000000024 -0.10519499999999998 0.090455000000000021 0.084100000000000022 -0.014754999999999999 0.033715000000000009 -0.069799999999999987 0.094825000000000007 0.090790000000000023 -0.12333499999999999 -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
left_child=-1 2 3 4 5 6 7 -2 9 10 12 -11 13 16 -8 -3 -9 18 19 -18 -10
right_child=1 15 -4 -5 -6 -7 14 8 20 11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0016777263513148451 -0.0024011974688820407 0.002678509728501529 -0.0023710677676615113 0.0017350324215006806 0.0017375541205735825 -0.0023589273851041567 0.0021745528660951537 -0.0016288528539990129 0.0018905255355434801 -0.00026585746218397538 0.0022576400520909192 -0.0029125480070434531 0.0013591767662850592 -0.0025226256369897918 -0.00034366302417469547 7.0593802798370471e-05 0.0014107729298624726 0.0018643586575016083 -0.0017001547198287131 -0.00082945004703313663 0.00020368639114803363
leaf_weight=0.0010099124289197894 0.0011051028702837576 0.0010329755465452442 0.0010112841484275483 0.0015397665276277719 0.0014011639600965955 0.0011818553884506136 0.0015217575122985494 0.0013324154454323889 0.0013034206598305786 0.0013947615149625392 0.0010896054464937252 0.0013287996776114594 0.0013601574290045271 0.0010864290576023672 0.0010715760046515746 0.0011446942506188051 0.0011944599422903934 0.0010157319303338852 0.0013957269771323055 0.0010222125140217919 0.0011013864188953457
leaf_count=114 80 123 95 133 105 53 80 59 42 113 116 583 161 839 39 38 37 37 61 181 32
internal_value=0 4.90922e-05 -6.77456e-05 3.6027e-05 -8.91046e-05 -0.000220322 -8.23836e-05 -0.000282923 -0.000122862 -0.000367042 -2.57306e-05 -0.00155715 -0.000321667 -0.000646091 0.00113402 0.00130766 -0.000304055 7.73475e-05 -0.000425123 0.0003777 0.00111796
internal_weight=0 0.0256353 0.0234576 0.0224463 0.0209066 0.0195054 0.0183235 0.0157302 0.0146251 0.0122203 0.00949674 0.00272356 0.00840713 0.00704698 0.00259333 0.00217767 0.00596055 0.00462813 0.0036124 0.00221667 0.00240481
internal_count=3121 3007 2846 2751 2618 2513 2460 2341 2261 2187 1491 696 1375 1214 119 161 375 316 279 218 74
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=19
num_cat=0
split_feature=43 1 13 15 14 3 49 457 0 0 42 1 52 1 43 43 12 43
split_gain=0.000192978 0.000209831 0.000478615 0.000412239 0.000274607 0.000234483 0.000242598 0.000185395 0.000191653 0.000314566 0.000322881 0.000307081 0.000221051 0.000323146 0.000180516 0.000282128 0.000148835 0.000113104
threshold=0.24789500000000006 0.11323000000000001 -0.0025349999999999995 0.084050000000000014 -0.10708499999999999 -0.10519499999999998 0.13087000000000001 -0.0029299999999999994 -0.12333499999999999 -0.084044999999999995 0.086730000000000015 0.095285000000000022 -0.081429999999999989 0.091785000000000019 -0.083684999999999996 0.055925000000000009 0.091200000000000017 -0.13868499999999997
decision_type=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 -4 -7 -6 12 11 14 -10 -9 -14 17 -16 -3 -11
right_child=-2 2 5 -5 7 6 -8 8 9 10 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.0018421442042920011 -0.0015716294841842005 0.0029726992084444796 0.0011630288407901083 -0.0021756283348759696 -0.0012134455716007588 -0.001578905353288376 0.00081924970252135151 0.0025662398649229264 -0.0026832631923211381 0.00075156151287566282 -0.0012518614686752587 0.00011354523791897067 -0.00092547689031952964 0.0015237901424393931 -0.0011295763017725668 0.0012452988348808441 0.0010077740326399727 0.0025282527863481033
leaf_weight=0.001165619834139874 0.0011957753985381006 0.0013043223153492711 0.001478649294455181 0.0014734646623792971 0.0014148490783216791 0.001964473515727593 0.0010006175069747769 0.0010418201753665812 0.0011990403239743302 0.001052341089227582 0.0014628454415881453 0.0012709761963591859 0.0014714937689106452 0.0019934753235588687 0.001361724748413457 0.0018599418542635249 0.0011313271626072208 0.001211280194885144
leaf_count=51 188 220 38 957 217 78 32 44 450 54 200 40 67 82 209 31 77 86
internal_value=0 5.88065e-05 0.00064762 -0.000166496 1.2863e-05 -0.000126526 -0.000769609 0.000153819 0.00029274 -2.89839e-05 0.000402994 -0.00124413 0.00096507 0.000483642 0.000844319 0.000241493 0.00206002 0.00170228
internal_weight=0 0.0248583 0.00687939 0.0179789 0.0165054 0.00444374 0.00296509 0.0153398 0.0139249 0.00941815 0.00694813 0.00247002 0.00450679 0.00346497 0.00548529 0.00322167 0.00243565 0.00226362
internal_count=3121 2933 445 2488 1531 148 110 1480 1263 1070 580 490 193 149 380 240 297 140
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=22
num_cat=0
split_feature=133 0 1 44 157 48 49 16 12 2 52 4 48 15 2 4 1 3 13 13 52
split_gain=0.000180798 0.000258742 0.000261282 0.000268859 0.000300612 0.000367304 0.000476158 0.000421865 0.000380553 0.000376029 0.000371379 0.000318947 0.000298166 0.000260211 0.000252101 0.00034098 0.000219907 0.000209152 0.000197274 0.000191457 0.000141708
threshold=0.10622000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.06266999999999999 0.12230500000000001 0.0093850000000000027 -0.056919999999999991 -0.015429999999999998 0.113445 -0.083374999999999991 -0.020529999999999996 0.086035000000000014 -1.0000000180025095e-35 0.11093500000000002 -0.49405499999999997 0.096255000000000021 -0.074084999999999998 0.0076650000000000008 0.11596500000000001 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
left_child=1 2 13 4 11 6 7 9 -9 12 -10 -4 16 -1 15 -3 -6 -18 -17 -20 -15
right_child=-2 14 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 20 -16 18 17 -19 19 -21 -22
leaf_value=-0.0027714117870561565 -0.001589515010017593 -0.0014246809001724774 -8.5037997604085111e-06 -0.0018319288543717424 0.002001611009837556 -0.0021162574194832245 0.0027730433717709406 0.00064252445918941837 -0.00016837672935782755 0.0027066659128858767 -0.0032817547054121207 0.0031085577315554079 -0.0013551320729859632 -0.0013980527095100166 0.0024921212985330489 0.0021560964510182285 0.00099687186009600449 -0.0013600698119004353 -0.0010054205149606938 0.0014083686053135004 0.00066902022470749197
leaf_weight=0.0010944924578410982 0.0010963044715800998 0.0012116648537663366 0.0010081799096077759 0.0011176623511062198 0.0013418417280166607 0.0012161678250279815 0.0010106090530710441 0.0012619783537974882 0.0010084090519217881 0.0010523427587316725 0.001494584256405581 0.0010565826549324706 0.0015429767438170927 0.0010630459357793293 0.0011040838717111257 0.0014170950998995116 0.00140105311912464 0.0010243027105372171 0.0010042975298176771 0.0010631258812878741 0.001022644814741791
leaf_count=689 435 118 74 56 187 45 68 66 89 123 159 85 52 139 60 64 35 93 36 16 432
internal_value=0 5.60024e-05 -0.000170711 4.12013e-05 0.000186393 -4.76164e-05 0.000178258 -8.06719e-05 -0.00113249 0.000541735 -0.00202743 0.00158656 0.0001127 -0.001206 0.000787585 0.000386844 0.000713897 1.46256e-06 0.00101676 0.000235816 -0.000384536
internal_weight=0 0.0245171 0.0187169 0.0155367 0.014419 0.0123543 0.0111381 0.0101275 0.00376497 0.00636252 0.00250299 0.00206476 0.00531017 0.00318018 0.00580027 0.00469618 0.0037672 0.00242536 0.00348452 0.00206742 0.00208569
internal_count=3121 2686 2392 1132 1076 917 872 804 314 490 248 159 367 1260 294 234 315 128 116 52 571
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1373 150 447 2 48 1 2 15 50 159 15 150 42 159 49 43 16 16 14 52 0 43 1 47 4 13
split_gain=0.00165991 0.00158271 0.000987917 0.00110182 0.000807573 0.00103922 0.00112241 0.00125698 0.000819941 0.00110521 0.000754761 0.000742611 0.0013555 0.000724044 0.000729188 0.00095867 0.00079572 0.000839484 0.00104672 0.000891659 0.000846283 0.000954162 0.000622842 0.000615986 0.000614323 0.000540962 0.000486514 0.00085596 0.00079753 0.000439767
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.099250000000000019 0.081835000000000019 0.089095000000000021 0.089885000000000007 0.12737000000000001 0.093575000000000019 0.093175000000000022 -0.24436499999999997 0.11843500000000001 0.10395500000000001 -0.076244999999999993 -0.084634999999999988 -1.0000000180025095e-35 -0.032739999999999991 0.082865000000000008 -0.072534999999999988 0.22339500000000004 0.10994000000000002 -0.46885499999999997 0.084960000000000022 -0.084044999999999995 -0.09225499999999999 0.091785000000000019 0.086785000000000015 0.24564500000000003 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 -2 4 5 11 7 29 9 10 -9 12 22 14 26 -16 -17 -18 19 24 21 23 -4 -21 -19 -26 -13 -28 -29 -7
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 13 -14 -15 15 16 17 18 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0013198601914283219 -0.0013198756030404534 0.0013199743938148295 -0.00022931045903682828 0.00080101020717130312 -0.0013198957900892518 -0.0010211685408892902 0.0011830870838717745 0.00060410329408354694 -0.00069332506600843316 0.0012362204304268878 -0.0007384112346084709 -0.0013196294393257736 -0.00094799960285833372 -0.0012932397173500082 0.00086868107507960578 -0.0010271690272979298 -0.0011576119682741915 -0.00061008126879302056 0.00071047697755332185 -0.00030762893230062201 -0.0012391887582006737 0.00087362889815374429 0.00091028258560586176 -0.0012566913579006747 3.1933560614681286e-05 0.0010097721746168285 0.00050656017877142223 -0.0012408779559827342 -0.00032190045762385647 -0.00010677861309249137
leaf_weight=0.0011568206199754618 0.0016259090478030194 0.0010617081668442543 0.0012741765776809189 0.0016051252361055637 0.0013402393709682761 0.0024133962212840032 0.0013813029594018653 0.0015899002446033705 0.001215087963885253 0.0021340299149734676 0.0013468614932712342 0.0018707888507782933 0.0015635061545253848 0.0016851900645056253 0.0011896616996978073 0.0026453130902384095 0.0016638056038744678 0.001419433107816559 0.0020501360139197891 0.0067229642878636788 0.0021815163761687026 0.0010271971884776585 0.0024233009185241619 0.0014471003181144582 0.0026665268599117553 0.0015622704490567641 0.0011030233413009682 0.0030727458287458376 0.0035372321634667969 0.001475888038839912
leaf_count=86 18 21 24 49 21 140 54 29 8 89 30 420 21 175 39 554 206 82 64 278 107 12 127 210 33 62 39 77 40 6
internal_value=0 -0.000276397 -0.00030601 -0.000276366 -0.000308389 -0.000282646 6.69522e-05 -8.45658e-05 0.000280248 0.000513541 -1.16025e-05 -0.000380932 8.20195e-05 -0.00044888 -0.000407225 -0.000286832 -0.000345613 -0.000258687 -0.000180287 -0.00028754 -0.000500287 -0.000325026 0.000517571 -0.000475729 0.000141056 0.000393182 -0.000715953 -0.000569531 -0.000749101 -0.00067418
internal_weight=0 0.0582953 0.0572336 0.0556077 0.0540026 0.0526624 0.0115565 0.0101752 0.00628588 0.00507079 0.00293676 0.0411059 0.00526098 0.0358449 0.0341597 0.0245759 0.0233863 0.020741 0.0190771 0.017027 0.0113788 0.00919726 0.00369748 0.00817006 0.00564823 0.0042288 0.00958379 0.007713 0.00660998 0.00388928
internal_count=3121 3035 3014 2996 2947 2926 356 302 156 148 59 2570 172 2398 2223 1647 1608 1054 848 784 607 500 151 488 177 95 576 156 117 146
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=20
num_cat=0
split_feature=14 484 38 124 484 52 1 12 43 16 15 0 13 2 151 2 475 0 1
split_gain=0.000189335 0.000191132 0.000284082 0.000340584 0.000248132 0.000225266 0.000214725 0.000272375 0.00029996 0.000263929 0.000300811 0.000285405 0.000226366 0.000281579 0.000204641 0.000327996 0.000173516 0.000142422 4.90852e-05
threshold=0.076175000000000007 0.085515000000000022 0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 -0.40306999999999998 0.12811000000000003 0.11650500000000001 -0.15582499999999996 0.15891500000000003 -0.095869999999999983 -0.23091999999999999 -0.084034999999999985 0.090790000000000023 -1.0000000180025095e-35 0.085855000000000015 -0.051009999999999993 -0.10607499999999999 0.14627000000000004
decision_type=2 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 -7 10 14 -12 17 -14 -10 -16 -3 -13 -8
right_child=-2 16 -4 4 5 6 18 -9 9 -11 11 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0015395344732512617 -0.0014572764095330242 0.0021631531888034639 -0.0019391193792684073 -0.0015131704035645079 -0.0016320682266120572 0.0014778803162232013 0.001776663242603802 -0.0017855117804540257 -0.0021175059016421338 -0.0018589319712548253 0.0022969180876805557 0.0020650983050498283 -0.0016744400858529648 0.00048685585003129027 -0.0014043903062675653 0.0013756500794396978 0.00017138521645960092 0.0003050073481610358 0.00064441809090569346
leaf_weight=0.0018295056773038878 0.0011800168022197957 0.0010289525610023276 0.0010310588597661754 0.0015625847727040445 0.0010525461930492785 0.0018340708291599813 0.0010500487787572501 0.0011100085354138764 0.0011112969934572448 0.0010595089779101849 0.0010135179703922824 0.001025523273098905 0.0014187824679803493 0.0018799446739035108 0.0013209476963988963 0.0010003581175197507 0.0013649375510862418 0.0015467548949628061 0.0010052650825942422
leaf_count=204 101 130 49 466 237 105 71 67 48 64 31 50 568 244 43 130 202 263 48
internal_value=0 4.50429e-05 -6.25864e-05 3.03413e-05 -0.000115046 1.03047e-05 0.000115866 -4.30126e-05 0.000103398 -0.000118187 6.0577e-05 0.000502161 0.000192331 -0.000442717 -0.000825077 -0.000206342 0.0010275 0.00100673 0.00122288
internal_weight=0 0.0242456 0.0218517 0.0208207 0.0189912 0.0174286 0.016376 0.0143207 0.0132107 0.0113766 0.0103171 0.00688452 0.00587101 0.00329873 0.0034326 0.00232131 0.00239389 0.00257228 0.00205531
internal_count=3121 3020 2688 2639 2435 1969 1732 1613 1546 1441 1377 1156 1125 812 221 173 332 313 119
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=39 31 45 14 151 4 39 3 1348 11 1456 34 39 133 133 3 48 150 160 457 4 1456 157 1213 2 1374 0 15 47 42
split_gain=0.00179006 0.00164255 0.00166246 0.00178682 0.00146407 0.00187723 0.00187059 0.00182568 0.0015741 0.00168304 0.00136533 0.00146632 0.00132215 0.00161048 0.00151397 0.00131607 0.0014427 0.00130468 0.00162714 0.00149969 0.00124491 0.00127991 0.00115249 0.00125243 0.00123131 0.00113698 0.00132563 0.00142834 0.00157671 0.00157321
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.27287000000000006 0.095450000000000021 0.30112000000000005 0.08257500000000001 0.080455000000000013 0.091180000000000011 -0.112215 0.091820000000000013 0.10622000000000002 0.10466000000000002 -0.12018999999999998 0.082620000000000013 -0.17852999999999997 -0.089974999999999986 -0.0029299999999999994 -0.49405499999999997 -1.0000000180025095e-35 0.00087500000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.14116499999999996 -0.11713499999999999 0.10783500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 8 9 12 11 -7 13 14 15 16 -6 -17 -19 -20 -21 -22 23 -23 -25 -26 -27 -28 29 -29
right_child=-2 2 3 -5 5 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 19 20 21 22 -24 24 25 26 27 28 -30 -31
leaf_value=0.0014006736098185362 0.0014010513365549685 0.0014010519711876079 -0.001238944122862014 -0.0012845679938449615 -2.0828746423957414e-05 -0.00078876074727960658 -0.00097390531264925171 0.0014004282791263015 0.0011392112696551686 -0.0014004584465799772 -0.0010310070242784965 0.0008154701861067858 0.001210679772942044 -0.0013389731974120969 0.0013926986221620458 0.00110956943263894 0.0011856355882197194 -0.0012564477289700197 -0.0011606533489022966 -0.0013928128558595746 -0.0014005398386377065 -0.0014004213241870969 -0.0012884531765659025 -0.0012920750966155749 -0.0006009937756687756 0.00093549451870468981 -0.0013916907000586373 -0.0011245301713225756 0.001185517180202717 0.00024060222026863837
leaf_weight=0.0014692871599528692 0.0016629051653467277 0.0014335221285364233 0.0020875365913965984 0.0025039582491643833 0.0066780130003109978 0.0012707897258223974 0.0049270371973761931 0.0015989833623706309 0.0018898766251140833 0.0020659075144067165 0.0010809903733388646 0.0092465964023382696 0.0014415132302332259 0.0021373567690794451 0.0013019230913755555 0.0013263259328368795 0.0027414465074571126 0.0032097523282876841 0.0029780239850456516 0.0014337982619139064 0.0013245419961203089 0.0010859759423755824 0.0012806440510484398 0.0011314958812249599 0.0030183802931560413 0.0051488277898812202 0.0011408550973328489 0.0019848753243181241 0.002775535566883037 0.0099711086006735779
leaf_count=84 23 9 62 99 57 8 66 59 42 101 11 264 18 381 4 12 22 337 137 52 127 351 71 40 24 58 51 268 25 258
internal_value=0 -6.65339e-05 -9.34084e-05 -0.000120602 -8.23925e-05 -4.985e-05 -0.000145735 -7.49742e-05 -0.000117052 -0.000160875 0.000467606 0.000621635 -0.000111732 -0.000149354 -9.69629e-05 -0.000138027 0.000330302 -0.000254699 -0.000304295 -0.000212447 -0.000119241 -5.5973e-05 8.69961e-06 7.19661e-05 0.00013549 0.000202683 0.000318081 0.000117799 0.000234698 1.39695e-05
internal_weight=0 0.0816849 0.0802156 0.0787821 0.0762781 0.0741906 0.0625922 0.0576652 0.0560662 0.0541763 0.0115984 0.0105174 0.0521104 0.0506689 0.0485315 0.0472296 0.00941946 0.0378101 0.0364838 0.0332741 0.030296 0.0288622 0.0275377 0.0262571 0.0251711 0.0240396 0.0210212 0.0158724 0.0147315 0.011956
internal_count=3121 3098 3014 3005 2906 2844 2561 2495 2436 2394 283 272 2293 2275 1894 1890 79 1811 1799 1462 1325 1273 1146 1075 724 684 660 602 551 526
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=21
num_cat=0
split_feature=41 38 12 3 160 1 457 0 13 2 1 3 13 2 1 4 16 47 47 11
split_gain=0.000178616 0.000230134 0.000315543 0.000372232 0.000331696 0.000308584 0.000301684 0.000300108 0.000598473 0.000275755 0.000475028 0.000422168 0.000269999 0.000248406 0.000226842 0.000208057 0.000287396 0.000181424 0.000118288 4.02365e-05
threshold=0.07831500000000001 1.0000000180025095e-35 -0.010834999999999999 -0.12018999999999998 -0.098904999999999979 0.096860000000000016 -0.0029299999999999994 -0.053834999999999994 -0.089109999999999981 0.11215000000000001 0.11323000000000001 0.10893000000000001 0.10002500000000002 0.10613000000000002 0.094465000000000007 -0.0016099999999999997 -0.083134999999999987 0.10019500000000002 0.093140000000000014 1.0000000180025095e-35
decision_type=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 -6 9 -9 11 -11 14 19 -14 15 16 -8 -7 -16 -4
right_child=-2 -3 3 4 6 17 7 8 -10 10 -12 -13 13 -15 18 -17 -18 -19 -20 -21
leaf_value=-0.00032803514433956435 -0.0012190185784695551 -0.0016445570791242517 0.0025599475948933706 -0.0025137751799461094 -0.0020340890842374549 0.0033711848084848829 0.0019841964072424738 0.00054874338497756044 -0.0032475920166706424 -0.0029163036532562298 0.00064022902701560229 0.0030601974314395279 -0.00090128552441287699 0.0015817453523513866 0.0019579115098666442 -0.0014970310851935326 -0.0010111275432635632 0.001061340355379295 0.00027371615822406749 0.0014536891884696457
leaf_weight=0.0012010998506450923 0.0018299600143585329 0.0011743513784914219 0.0010237195453583993 0.0010380147431846018 0.0012609265468996886 0.0010387728323353329 0.0010006245540907779 0.0014305219876611375 0.0012001298030934792 0.0010025507908326681 0.0014350406560126316 0.0010370994105244336 0.0015882920737233519 0.0010529987459264589 0.0014515063433613307 0.0014379875823374863 0.0010131667959806245 0.0011006522964223109 0.0011949236728625579 0.001043328235518004
leaf_count=60 151 54 32 349 179 235 365 28 178 98 67 35 53 44 85 226 679 35 60 108
internal_value=0 6.64041e-05 0.000155502 -4.00444e-05 -0.00035447 0.00128006 -0.000188003 2.74282e-06 -0.00118318 0.000328638 -0.000822528 0.000721903 0.000928441 8.862e-05 0.000324238 -0.000345247 0.000477207 0.00218286 0.00119746 0.00200157
internal_weight=0 0.0237257 0.0225514 0.0192108 0.0145025 0.00334052 0.0134645 0.0122036 0.00263065 0.0095729 0.00243759 0.00713531 0.00470834 0.00264129 0.00609821 0.00345178 0.00201379 0.00213943 0.00264643 0.00206705
internal_count=3121 2970 2916 2586 2349 330 2000 1821 206 1615 165 1450 237 97 1415 1270 1044 270 145 140
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=19
num_cat=0
split_feature=43 12 14 8 159 51 15 157 0 1 13 47 48 4 2 1 2 15
split_gain=0.000164341 0.000207846 0.000292385 0.000194656 0.000257392 0.000266514 0.000308912 0.000229482 0.000239163 0.000378963 0.000366559 0.000278971 0.000269371 0.000253854 0.000195038 0.000140962 0.000114858 0.000114736
threshold=0.24789500000000006 0.12757000000000002 0.057600000000000005 1.0000000180025095e-35 -0.032739999999999991 0.095050000000000009 -0.074054999999999996 -0.08107499999999998 -0.062294999999999996 1.0000000180025095e-35 -0.08645499999999999 0.092530000000000015 0.086260000000000017 -0.49405499999999997 0.092120000000000021 0.13146500000000003 0.10497000000000002 -0.033689999999999991
decision_type=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 9 -9 -11 12 17 -10 15 -15 -16 -12
right_child=-2 -3 -4 -5 5 6 -8 8 13 10 11 -13 -14 14 16 -17 -18 -19
leaf_value=-0.0011730746776738392 -0.0011979881424923206 0.0013913115034275094 -0.0017123427037881113 0.0013885425810397989 0.0012381054567157672 0.0023846803210539865 5.7600795236273761e-05 -0.00186422804731426 -0.0010071876134664847 0.0010396413363830536 0.0010550331882716035 -0.0017450700837679447 -0.0013650689525291984 -0.00073190484740552305 0.0018168693267274587 0.00083036229408328948 0.00052898977088249206 -0.00030509256573877877
leaf_weight=0.001791784456223521 0.001146610597079655 0.0011000883735619018 0.0010012185727674696 0.0010508597498048991 0.0012941047713881373 0.0010480236602068427 0.0012982665509202454 0.0016772758047086059 0.0012096629698437056 0.0018551175095504746 0.0014202366796509658 0.0015499196288217831 0.0012297465603730018 0.0013559116847847779 0.0014297069153030861 0.0010355129143904129 0.0013868108722867589 0.0011338504656568382
leaf_count=376 188 75 98 57 202 89 82 940 95 186 108 95 58 60 30 25 133 224
internal_value=0 3.77412e-05 -2.76596e-05 4.98316e-05 -1.80774e-05 9.12806e-05 0.00109704 -5.10666e-05 -0.000160223 -0.000499553 -0.000181153 -0.000605753 -0.000139071 0.000308572 0.000614187 -5.54261e-05 0.00118274 0.000451225
internal_weight=0 0.0238681 0.022768 0.0217668 0.0207159 0.0189241 0.00234629 0.0165779 0.0152838 0.00886615 0.00718887 0.00533375 0.00378383 0.00641761 0.00520794 0.00239142 0.00281652 0.00255409
internal_count=3121 2933 2858 2760 2703 2327 171 2156 1954 1611 671 485 390 343 248 85 163 332
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=20
num_cat=0
split_feature=124 484 15 11 43 16 42 3 3 16 2 51 49 2 2 15 15 3 3
split_gain=0.000163286 0.000189684 0.00021471 0.00031884 0.000311371 0.000412197 0.000404302 0.000462576 0.000305129 0.00027943 0.000286211 0.000259274 0.000211239 0.00015523 0.000236237 0.000128795 0.000126833 0.000106815 9.01674e-05
threshold=0.10281000000000001 -0.0068949999999999992 -0.24436499999999997 0.081365000000000007 -0.074359999999999996 0.22339500000000004 -0.094469999999999985 -0.075944999999999985 -0.10023499999999998 -0.014034999999999997 0.092365000000000017 0.095050000000000009 -0.081404999999999991 0.10060500000000001 0.089885000000000007 -0.052074999999999989 -0.10091499999999999 -0.13309499999999996 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 4 6 9 -4 8 18 11 -11 12 -6 14 16 -9 -14 -3 -8
right_child=-2 2 3 -5 5 -7 7 15 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0014703834006796407 0.0015872752683255044 0.00016145172732017979 -0.001517859354874154 -0.0022592026705849197 0.00066686470255342882 -0.0025913578443841805 0.0020761916583114117 0.0037798348607161903 -0.001315233228195952 -0.00043884310464373293 0.0023953597237763523 0.0014444662914025466 -0.00049075880077683448 -0.0022723407450461141 0.00076898041280325279 0.0017169178910684904 -0.002500050472473864 0.0019558870501520239 0.00038218626178708438
leaf_weight=0.0016519012783943179 0.0010665323362100123 0.001019929173850187 0.0012033471575478849 0.0011786435060212588 0.0012924436982615362 0.0013739945594759559 0.0010815085395847746 0.0010331032694983477 0.0013754062702195924 0.0011820622428788778 0.0013517951647878945 0.0010040223258145353 0.0010692442195232542 0.0017079413736875715 0.0012174832674840541 0.0011124345527910818 0.0011584043506915886 0.0013835337214733691 0.0011447501020853679
leaf_count=502 39 39 114 138 43 140 39 95 447 133 75 93 54 144 153 87 561 183 42
internal_value=0 -9.57156e-05 8.0217e-06 -0.000138306 -1.76508e-06 -0.000430968 0.000699564 0.00116385 0.000242651 -0.000133638 0.00107318 -0.000544121 -0.000853885 -0.0012353 -0.000721189 0.00271024 -0.00153561 0.0011944 0.00120513
internal_weight=0 0.0235419 0.02189 0.0194866 0.0183079 0.0113574 0.00695055 0.0057472 0.00360166 0.0099834 0.00253386 0.00744954 0.00644552 0.00515307 0.00344513 0.00214554 0.00222765 0.00240346 0.00222626
internal_count=3121 3082 2580 2358 2220 1396 824 710 528 1256 208 1048 955 912 768 182 615 222 81
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=31 39 45 14 457 457 447 52 2 123 13 15 11 12 1 42 151 42 43 3 160 151 157 16 15 13 131 0 43 11
split_gain=0.00193616 0.00163927 0.00163861 0.00218422 0.00175101 0.00202691 0.00145129 0.00141457 0.00115475 0.00200483 0.00168741 0.00143212 0.00139024 0.00135731 0.000992682 0.00220164 0.00152448 0.00137208 0.00193928 0.00124559 0.00125382 0.00204979 0.0010645 0.00101864 0.00131134 0.000926318 0.00110104 0.000688398 0.000668615 0.000634583
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 0.089095000000000021 0.41423000000000004 0.073895000000000002 0.088610000000000008 -0.53104499999999988 0.097485000000000016 0.088215000000000002 0.10345000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.056735000000000001 0.084050000000000014 -0.50216499999999986 0.076840000000000006 -1.0000000180025095e-35 -0.044604999999999992 -0.076494999999999994 -0.014034999999999997 0.083935000000000023 -0.081224999999999978 0.088315000000000018 0.16094000000000003 -0.089499999999999982 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=-1 2 -2 4 -4 -6 7 8 13 10 -10 12 14 25 15 -12 19 23 -19 29 22 -22 -21 24 -17 26 -7 -25 -15 -16
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 28 16 17 -18 18 -20 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011491366698051181 0.0011492792371315134 0.0011492808398190714 0.00088618067335869603 -0.0010755245814005915 -0.00087941465618066603 -0.00060905438580681189 0.00078932533482970314 -0.00084003089144048704 -0.0010028695393030111 0.0010367185410434022 -0.001148899851283189 -0.00087303258252401734 -0.00086174817231467074 -0.000293033450402326 0.00097197294431143741 -0.00056029152598070276 -0.00051622767011066722 0.00061188299773299877 -0.00096832827668871238 0.00047161938617907147 -0.00048046416878725072 0.00083265714631579834 -0.00087970239317766155 0.00030581833692882736 0.00066087074847830552 -0.00089695549751488851 0.00073866126447163344 0.0011492313333054862 0.00056623541234704833 4.087896510368366e-05
leaf_weight=0.0017845536846614598 0.0013955252507003016 0.0014491143099064621 0.0024548736738552171 0.0029519154629298319 0.0041505607841543215 0.0023108387138357509 0.0026008179228540476 0.0031230688079961757 0.0021765096166177491 0.0025207874092885154 0.0021786545175137553 0.0021708291992510445 0.0019419425485409638 0.0022874071751459724 0.0056354902053428182 0.0027953214239460067 0.0025948518506169185 0.0015520452589043998 0.0030171322381704621 0.001194823603142936 0.0022242682456123921 0.0053228224447181586 0.0021598709798524834 0.0028597707404287576 0.0019840998778448693 0.0054739646078800766 0.0012234618380517759 0.0023074784803611692 0.0025022294572067958 0.0011657594567964225
leaf_count=86 9 21 34 99 207 112 78 166 14 91 527 159 68 22 108 37 33 6 534 22 34 74 53 64 12 315 42 9 40 45
internal_value=0 -6.10717e-05 -8.4066e-05 -0.000107051 -6.7306e-05 -0.000100997 -5.15383e-05 -8.64046e-05 -4.69144e-05 4.08477e-05 -1.71533e-05 3.50402e-05 8.56709e-05 -0.000338243 0.000135406 -7.20911e-05 0.000306068 8.9525e-05 -0.000431567 0.000426597 0.00018592 0.000445656 -0.000398409 0.000328898 -5.33456e-05 -0.00060096 -0.000142518 0.000682451 0.000155871 0.00081238
internal_weight=0 0.0777262 0.0762771 0.0748816 0.0719297 0.0694748 0.0653242 0.0627234 0.0596004 0.0458025 0.0432817 0.0411052 0.0389343 0.0137979 0.0369924 0.0166945 0.0202979 0.0145158 0.00456918 0.017703 0.0109018 0.00754709 0.00335469 0.00994667 0.00477942 0.00900827 0.0035343 0.00516725 0.00478964 0.00680125
internal_count=3121 3035 3014 3005 2906 2872 2665 2587 2421 1890 1799 1785 1626 531 1558 1189 369 662 540 336 183 108 75 122 49 469 154 73 62 153
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=18
num_cat=0
split_feature=44 1 4 3 4 2 15 16 15 15 15 1 49 12 15 47 4
split_gain=0.000162353 0.000192873 0.000366638 0.000291624 0.00027957 0.00034571 0.000245423 0.000402682 0.000242999 0.000407469 0.000314828 0.000207228 0.000179798 0.000299206 0.000252261 0.000319957 0.000239713
threshold=1.0000000180025095e-35 0.077565000000000009 -0.083854999999999985 0.013900000000000001 -0.17966999999999997 0.12669500000000003 0.035560000000000008 0.31475000000000003 -0.016799999999999995 0.035560000000000008 -0.040804999999999994 0.09697500000000002 -0.043469999999999995 0.10345000000000001 -0.15026499999999995 0.092530000000000015 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 8 7 -1 10 11 12 -10 16 14 -14 -16 -6
right_child=-2 4 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0016069053249117796 -0.0015444004453857834 -0.0017273888820777811 -0.0026907564627489788 -1.2003990066063281e-05 -0.00020762180059299843 0.0022150470754529273 0.0018689601609142175 0.001388599283444745 0.001043182889026512 -0.00067413846726204873 -0.0018958724178932971 0.0035233610294185605 0.00058139172144734404 0.0011506467248331936 -0.0002449631677221818 -0.0031002685077662824 0.0023497764259050686
leaf_weight=0.0018154401658456703 0.0011362486333013058 0.0010812310603114375 0.0017676434377399972 0.0011354560275549375 0.0011979373098940389 0.0016680923429621694 0.0011665715192145099 0.0013174300856917398 0.0012420948932536655 0.0013372955345727355 0.0014337612181236628 0.0010640399125581013 0.0014266026502767221 0.0019231252561500156 0.0014443892940576557 0.0012414388452253178 0.0013002772429615561
leaf_count=53 60 166 1258 25 102 192 288 12 79 345 54 50 132 55 80 122 48
internal_value=0 5.18165e-05 -0.000510585 -0.00164305 0.000299411 0.000442839 0.000254084 -0.00034724 0.000225646 0.00113717 -0.000107544 0.00218753 0.000192914 -0.000192255 -0.000820245 -0.00156474 0.00112346
internal_weight=0 0.0235628 0.00720254 0.0029031 0.0163603 0.0152791 0.00429944 0.00313287 0.013611 0.00364343 0.00996753 0.00230613 0.00853377 0.00603556 0.00411243 0.00268583 0.00249821
internal_count=3121 3061 1636 1283 1425 1259 353 65 1067 474 593 129 539 389 334 202 150
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=19
num_cat=0
split_feature=41 2 124 484 42 43 16 3 4 16 52 51 457 151 4 1 2 16
split_gain=0.000162507 0.000231331 0.000194388 0.000256731 0.000221115 0.000376817 0.000431831 0.00040562 0.000417243 0.000224726 0.000284837 0.000224366 0.000266478 0.000294723 0.000480227 0.00021224 0.00020895 0.000229029
threshold=0.079885000000000025 -0.14451499999999998 0.091025000000000009 -0.0068949999999999992 -0.093284999999999993 -0.074359999999999996 0.22339500000000004 -0.077774999999999983 -0.070499999999999993 -0.014034999999999997 -0.07167999999999998 0.095050000000000009 0.045365000000000009 -0.0017399999999999998 0.24564500000000003 0.099400000000000002 0.10045500000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 9 8 -6 11 -11 12 13 -7 16 -9 17 -15
right_child=-2 2 -4 4 5 6 -8 15 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0019409505816090768 -0.0012683997212769612 -0.0018076401217734124 0.0017046175957775426 -0.0016068973063186128 0.0013225438038014816 -0.0028649455561329845 -0.0023075420627574868 0.0011094712043157023 -0.0016638505125445367 -0.00068849996098514646 0.0019939315998861078 0.0013223284328366571 0.0011031863841239246 0.0007581710012924789 0.0013562006409339328 0.0036004443291747313 -0.0027149931036065571 -0.0019415689222574656
leaf_weight=0.001029589331715818 0.0015916164160465476 0.0013545070966267661 0.0010173495675549473 0.0012848075161469011 0.0018534469760043137 0.0010700832104686428 0.0014775488367670961 0.0011315204568651529 0.0013025561212072212 0.0010207433572535507 0.001769039868894322 0.001176245668070619 0.0012604902345145774 0.0010187691480059123 0.0015250615100885767 0.001105915141750291 0.0012216801274465006 0.001036566170185437
leaf_count=67 133 484 48 215 144 47 207 100 355 67 139 101 55 40 99 142 84 594
internal_value=0 6.82947e-05 -2.0859e-05 -0.000106036 1.36678e-05 0.000129536 -0.000253928 0.00102368 8.99892e-05 1.94658e-05 0.00101247 -0.000313943 -0.00058378 -0.000945897 -0.000518261 0.0023407 -0.0013906 -0.000603387
internal_weight=0 0.0226559 0.0216263 0.020609 0.0192545 0.0179697 0.0125762 0.00539344 0.003156 0.0110987 0.00278978 0.0083089 0.00713265 0.00587216 0.00480208 0.00223744 0.00327702 0.00205534
internal_count=3121 2988 2921 2873 2389 2174 1433 741 499 1226 206 1020 919 864 817 242 718 634
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=31 151 4 50 150 139 41 158 1374 14 148 1456 11 3 160 38 3 156 401 1374 0 0 1 2 13 52 42 12 12 3
split_gain=0.00170763 0.00121029 0.00135478 0.00127963 0.00126602 0.00125553 0.000997331 0.000918253 0.000969174 0.000891398 0.000957488 0.00106017 0.00101927 0.00146995 0.00109494 0.00074893 0.00112949 0.000806982 0.000854213 0.000815299 0.000984046 0.00149098 0.000743017 0.000750667 0.000731728 0.000668045 0.000987498 0.000890346 0.000796887 0.000588576
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27834500000000006 0.11875500000000001 -0.22665999999999997 -0.060214999999999998 0.078475000000000017 0.08962500000000001 0.093235000000000012 0.077685000000000018 -0.043434999999999994 -1.0000000180025095e-35 0.080705000000000013 -0.12018999999999998 -0.22361499999999998 0.091770000000000004 0.30112000000000005 0.091255000000000017 1.0000000180025095e-35 -0.094929999999999987 -0.10607499999999999 -0.08824499999999999 0.11230000000000001 -0.15339499999999998 0.10820000000000002 0.096795000000000006 0.083995000000000014 -0.010834999999999999 0.095780000000000018 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 4 5 -3 -4 7 8 9 10 -6 -12 13 24 -15 16 17 18 19 -16 -21 -22 23 -7 -13 26 27 -23 -27 -25
right_child=1 2 3 -5 6 22 -8 -9 -10 -11 11 12 -14 14 15 -17 -18 -19 -20 20 21 25 -24 29 -26 28 -28 -29 -30 -31
leaf_value=0.0012686554978769923 -0.0011009186097580954 0.0011160032431631025 -0.00076907101956988951 -0.00078537303668707841 0.00085090313147794785 -0.00048611150019730974 -0.0010669882030430232 -0.00099258408233522839 -0.0012607722669528375 -0.001136205433456052 -0.0012684079474450586 0.0010937785400176095 -0.0012684135355409108 -0.0010756357785060978 -0.00070763328732199534 -0.0010736461354729006 0.001268394203695429 -0.0010764291984867926 -0.00113519348677892 0.0004856160761325012 -0.0011574750694693574 0.00015766613414334969 0.0011614982810017401 0.0011693353115018825 0.00018358080823923999 0.0010484223512451404 0.00040934880394797522 -0.00099025175348348951 -0.00010013092708648719 6.9992491137235255e-05
leaf_weight=0.0016228791580132898 0.0017121228631786769 0.0013143388142111681 0.0010042984699794042 0.0012856437315349476 0.0019936967250941953 0.0011686178113450296 0.0018182318569159852 0.0018089363230133762 0.0010699793577977337 0.0011543726512996946 0.0011166882854110041 0.0026831667880742238 0.0010120706165821494 0.0017138206446496431 0.0020530132470923937 0.0010651752048858034 0.0011014618299967074 0.0011610617316692986 0.0010112647672446675 0.0078554767783067646 0.0017894329542444817 0.001855408488012242 0.0036096580004407741 0.0018404111672225554 0.0030198803417817999 0.0020864645702065587 0.0031807855385102002 0.0026240951101890583 0.0018188104143241901 0.0013640397305607621
leaf_count=86 64 14 10 14 76 7 99 210 31 44 173 31 77 184 30 31 48 116 219 123 251 30 190 47 33 73 309 413 69 19
internal_value=0 -5.03388e-05 -1.85482e-05 0.000398142 -0.000110985 0.00056745 -0.000146827 -0.000108077 -6.93972e-05 -3.77627e-05 -5.36736e-06 -5.13225e-05 -1.36024e-05 2.2662e-05 -9.1948e-05 -3.08714e-05 1.09844e-05 -4.3466e-05 5.94066e-06 5.55458e-05 0.000129416 -8.01031e-05 0.000735596 0.000384044 0.00061181 8.65888e-05 -0.000131056 -0.000514785 0.000513505 0.000701378
internal_weight=0 0.0582924 0.0565803 0.0102727 0.0463076 0.00898703 0.0449933 0.0431751 0.0413661 0.0402961 0.0391418 0.0371481 0.0360314 0.0350193 0.0293163 0.0276025 0.0265373 0.0254358 0.0242748 0.0232635 0.0212105 0.013355 0.00798273 0.00437307 0.00570305 0.0115656 0.00766029 0.0044795 0.00390527 0.00320445
internal_count=3121 3035 2971 287 2684 273 2670 2571 2361 2330 2286 2210 2037 1960 1896 1712 1681 1633 1517 1298 1268 1145 263 73 64 894 752 443 142 66
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=19
num_cat=0
split_feature=14 147 159 42 47 42 43 3 15 4 15 16 48 150 1 47 12 49
split_gain=0.000184726 0.000232923 0.000306039 0.000237791 0.000312882 0.000304292 0.000327099 0.000607419 0.000331756 0.000282189 0.000279947 0.000355606 0.000217017 0.000322311 0.000246938 0.000209699 0.00019726 8.56269e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.032739999999999991 0.11275500000000001 0.11069000000000002 -0.093284999999999993 -0.075574999999999989 -0.034684999999999994 -0.24436499999999997 -0.069389999999999993 -0.10203999999999998 0.22339500000000004 0.086125000000000021 0.097210000000000005 0.077565000000000009 0.13148500000000005 0.09141500000000001 -0.052259999999999994
decision_type=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 -7 -10 12 14 -14 16 -6 -12 -3
right_child=-2 17 3 -5 15 6 8 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.001978559228931147 -0.0019354854154519936 0.000599665620414864 -0.0024442426673344682 -0.0021858952273067513 0.0032135582727221093 0.0015570002629339591 0.0020559437079847136 0.004563173823295132 -0.0026655034066632843 -0.0013267887550823829 -0.0018261444200607093 -0.0028420450350600587 -0.0029093162299814179 0.00053497490392877798 0.0020878957101657554 0.00034495143834301355 0.0010832968149021756 0.0025395440251573089
leaf_weight=0.0018168635339636521 0.0011230349639923523 0.0010354331787851834 0.0011256622716573341 0.0010092151175846711 0.0012560817723024078 0.0017726956326900023 0.0012314548526992609 0.0010114605295683506 0.0013298685028861855 0.0014330187131252892 0.0010239118362687216 0.0010787420316127339 0.0011156088981572054 0.0014712314743370314 0.0019435206939486527 0.001130942013295666 0.0011616077020090154 0.0010915862894975694
leaf_count=406 101 54 213 205 83 135 124 145 113 432 342 177 70 36 211 42 119 113
internal_value=0 7.16499e-05 -8.33167e-05 9.70128e-05 0.000224403 -2.34484e-05 0.000163539 0.00129808 -0.000298472 0.000267889 -0.000616228 -0.000266594 0.00014709 -0.000950421 0.000834679 0.00185445 -0.000279771 0.00159521
internal_weight=0 0.0230389 0.0209119 0.019095 0.0180858 0.0156988 0.0145731 0.00421717 0.0103559 0.00320571 0.00912449 0.00779462 0.00671588 0.00258684 0.00412904 0.00238702 0.00218552 0.00212702
internal_count=3121 3020 2853 2447 2242 2117 1904 712 1192 567 1068 955 778 106 672 125 461 167
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=19
num_cat=0
split_feature=14 147 159 0 0 15 48 1 12 3 0 3 3 12 43 2 49 2
split_gain=0.000152313 0.000191719 0.000252524 0.000207202 0.000628321 0.000348505 0.000333407 0.000237835 0.000218754 0.000208051 0.000206041 0.000190573 0.00018194 0.000153864 0.000126282 9.6529e-05 7.35363e-05 5.07369e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.032739999999999991 -0.075934999999999989 -0.10151999999999999 -0.053579999999999996 0.12230500000000001 0.094385000000000011 0.098810000000000023 0.076840000000000006 0.12113000000000002 0.10732000000000001 0.090900000000000009 0.089410000000000003 -0.064334999999999989 0.10444500000000002 -0.052259999999999994 0.089885000000000007
decision_type=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 14 7 12 9 10 -7 13 17 -9 -5 -12 -3 -4
right_child=-2 16 3 5 -6 8 -8 11 -10 -11 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0014857798880384512 -0.0014523548261571352 0.00044342674170035675 -0.0016332704339378516 0.00099105957803526643 -0.0024329488816334085 0.0018282049282223676 -0.0018310324930452336 0.0028057725574111426 -0.0015861229606370661 -0.00087235937230590818 -0.00086662702066811481 -2.2655851782581466e-06 0.00089765425484541952 0.00079575551539903897 0.0029281441529071415 0.00085795924503675243 0.0019283714540817432 -0.00040533026256834968
leaf_weight=0.0017879218733984894 0.0011059235071364517 0.001033917867260925 0.0010434932282512559 0.001099621008977536 0.0018010461997909335 0.0018569817480362828 0.0011519807583226793 0.0012278190709462677 0.0010501428714029259 0.0014819465264359621 0.001011346926219403 0.0014315745384592127 0.0012479112566552431 0.0011677815459165686 0.0010191159366153002 0.0010290978423341812 0.0010629372648125459 0.0010722036516694899
leaf_count=406 101 54 54 192 1224 183 35 82 144 75 30 81 27 28 134 55 113 103
internal_value=0 5.44693e-05 -6.24249e-05 7.3721e-05 -0.000309437 0.000528397 0.000148989 0.000466193 6.88949e-05 0.000391982 0.000872731 0.0011421 -0.000302862 0.00182595 0.0019228 3.16766e-06 0.00119617 -0.00101097
internal_weight=0 0.0225768 0.02048 0.0186921 0.0101438 0.00854825 0.00834276 0.00719078 0.00642952 0.00537937 0.00389743 0.00382718 0.00336361 0.0023956 0.00211874 0.00204044 0.00209686 0.0021157
internal_count=3121 3020 2853 2447 1634 813 410 375 487 343 268 191 184 110 326 85 167 157
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1348 1374 1456 1456 4 11 42 3 49 133 39 3 4 1 43 16 1374 3 43 1 2 0 3
split_gain=0.00140399 0.00127416 0.00120021 0.00119467 0.00116776 0.00107424 0.000863836 0.00123165 0.000911251 0.000862357 0.000773824 0.000948047 0.00105035 0.000778507 0.000962163 0.000823804 0.000867682 0.000843771 0.000824994 0.000785029 0.000752731 0.000704325 0.00137839 0.000730688 0.000919437 0.000861419 0.00067859 0.000864654 0.000565556 0.000449022
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5145249999999999 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 0.091735000000000025 -0.12018999999999998 -0.10774499999999999 -0.088669999999999985 0.088090000000000016 0.20828500000000003 -0.14098499999999997 0.122185 -0.20207499999999998 0.22339500000000004 -0.094929999999999987 0.086245000000000016 -0.067899999999999974 0.11230000000000001 -0.15339499999999998 -0.12333499999999999 -0.061964999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 11 12 13 14 19 -16 -17 18 21 -11 -15 -18 23 -23 25 -25 27 -13 -27 -29
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 26 -14 20 15 16 17 -19 -20 -21 -22 22 -24 24 -26 28 -28 29 -30 -31
leaf_value=0.0012437597698106437 0.0012440040257214837 0.0012438712843295015 -0.0012436913655507831 -0.001144691024892478 -0.0012065247834843963 0.00095619349477289598 -0.00092277134207899389 0.0012385788047721998 -0.001202359126107547 0.00096838342204565164 -0.0010758494799415616 -0.0008429885493160664 -0.0012435095399521211 -0.00076358944347908306 -0.00088482117103976876 -0.0010865719056193121 0.00073220177821227124 -0.00077108979795594977 0.0012435180099552373 -3.9166209705307458e-05 0.00034845681834614283 -0.00062051463253888354 -0.0012435686204855527 0.00034428323386608012 0.00061816285477719055 -2.4289160167970002e-06 0.00093538795640076076 0.0011447564926638115 -0.0012435346804871808 4.9589654400037653e-05
leaf_weight=0.0013335674195307226 0.0010380420890214728 0.0011521111559744659 0.0012760088881833545 0.0016576141548938486 0.0010177766230476939 0.0016218143211812466 0.0016849427444380885 0.0011213030547025929 0.0010930847078540742 0.0028992358074901858 0.0010332610770056308 0.0010471017776580993 0.0011393463428390751 0.0036825727605576111 0.0017096410215060578 0.0010429079302900482 0.002270309062062382 0.0016377077979186075 0.0010277609516649014 0.0020348131320417759 0.001264203154732968 0.0017757338914208285 0.0012802139949759104 0.0026833270149015948 0.0050593972257502173 0.0010206005704844617 0.0026621392115444564 0.0010046324186419042 0.001279236520393771 0.0013657439471330681
leaf_count=86 9 21 17 99 48 49 266 30 37 23 258 6 95 380 62 292 62 49 45 39 14 34 104 357 45 18 163 30 349 34
internal_value=0 -4.88003e-05 -7.89295e-05 -0.000107307 -7.05126e-05 -3.7582e-05 -7.43482e-05 -4.74373e-05 -8.20197e-05 -5.18601e-05 -1.41561e-05 1.47989e-05 -7.11964e-05 -2.76433e-05 5.92397e-05 -5.79298e-05 1.61737e-05 7.99446e-05 0.000164947 0.000552868 -0.000479394 9.28193e-05 -1.80021e-05 0.000114757 0.000244768 -0.000134338 0.000464704 9.80523e-05 -0.000692768 0.000513752
internal_weight=0 0.0505826 0.0494305 0.0483924 0.0467348 0.0454588 0.043837 0.0428192 0.0416979 0.0406048 0.0389199 0.0378866 0.031807 0.0306677 0.0257209 0.0207868 0.0190772 0.0180343 0.0163966 0.00493405 0.00494678 0.0153688 0.0130985 0.0118183 0.0100426 0.00498316 0.00607962 0.00341748 0.00229984 0.00237038
internal_count=3121 3035 3014 3005 2906 2889 2840 2792 2762 2725 2459 2201 1968 1873 1479 1417 1355 1063 1014 62 394 969 907 803 769 724 233 70 367 64
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=19
num_cat=0
split_feature=124 123 40 484 42 1 48 4 3 0 160 160 2 3 4 1 15 15
split_gain=0.00014415 0.000173781 0.000271799 0.000245203 0.00019245 0.000335128 0.000191782 0.000173247 0.000156329 0.000174661 0.000260242 0.000227038 0.000292941 0.000389625 0.00023621 0.00031518 0.00030149 0.000181902
threshold=0.10281000000000001 1.0000000180025095e-35 -0.081804999999999975 -0.0068949999999999992 -1.0000000180025095e-35 0.10887500000000001 0.12737000000000001 -0.49405499999999997 -0.15956499999999998 -0.23091999999999999 0.092070000000000013 -0.082299999999999984 0.10584500000000001 0.10732000000000001 -0.080924999999999983 0.095285000000000022 -0.11713499999999999 -0.040439999999999997
decision_type=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 -6 -9 -10 11 -11 13 14 -13 -16 -17 -14
right_child=-2 2 -4 4 6 -7 -8 8 9 10 -12 12 17 -15 15 16 -18 -19
leaf_value=-0.0016554171933306251 0.0013043352537263654 -0.00038932474394660877 0.0022562385427311923 -0.0024375329885054499 -0.0012658566257049289 0.00044403089381290833 -0.0012717549166810283 0.0013303376396884765 0.0013231605643014713 -0.0013606368343717951 -0.0017179122942626742 0.0015521831078491304 0.00031323296992993513 0.0027690195970017525 -0.0013391342428037798 -0.00083124364737612575 0.0017676663882647211 -0.0017428238509571824
leaf_weight=0.0014037251704214762 0.0010631283410864603 0.0010428540445621692 0.0010407448861329263 0.0011618662489532019 0.0010427925299349968 0.0010137143849959784 0.0013317565149935087 0.0016798074575987672 0.0014864427886323002 0.0011570141786065883 0.0010848667715808178 0.0016174855548278799 0.0011006761205676341 0.0010729794625499167 0.0016511097322060662 0.00100040527949119 0.0014912041701222734 0.0012135358478797542
leaf_count=488 39 104 140 709 111 48 55 78 62 338 96 138 113 31 394 25 73 79
internal_value=0 -7.56378e-05 0.000932118 -0.000178018 -6.94711e-05 -0.00109486 6.22959e-05 0.000176195 0.000279507 0.000142412 -1.16904e-05 0.000167944 0.000361287 0.000742706 0.000365256 -9.8169e-05 0.000724179 -0.00076493
internal_weight=0 0.022593 0.0020836 0.0205094 0.0191057 0.00217558 0.0169301 0.0155983 0.0145555 0.0128757 0.0113893 0.0103044 0.0091474 0.00683318 0.0057602 0.00414272 0.00249161 0.00231421
internal_count=3121 3082 244 2838 2350 757 1593 1538 1427 1349 1287 1191 853 661 630 492 98 192
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=17
num_cat=0
split_feature=132 41 13 52 2 15 457 151 4 43 16 4 3 12 4 1
split_gain=0.000149862 0.000289417 0.00019591 0.000216194 0.000290008 0.000289258 0.000173129 0.000312276 0.000304992 0.000254159 0.000489519 0.000242904 0.00019476 0.000199755 0.000161753 0.000111085
threshold=0.080640000000000017 0.07831500000000001 -0.084034999999999985 -0.013374999999999998 0.10222000000000002 -1.0000000180025095e-35 0.069910000000000014 -0.0077149999999999988 0.053180000000000012 -0.48582499999999995 0.15273500000000004 0.010840000000000001 0.095270000000000007 0.11650500000000001 -0.14098499999999997 0.11061500000000002
decision_type=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 -4 9 -9 14 -8 13 15 -11 -10
right_child=-2 -3 6 4 -6 -7 11 8 12 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0019487973122938307 0.0010078454129305717 -0.0019289249279848156 -0.0020661794427223935 -0.00055084733729526705 -0.0012461524497606733 0.0021769838778143025 0.0017605397811571361 0.00095865397203986305 0.00081992494764547162 0.00033123062690378709 -0.0034414639275026312 -0.00049582135240299374 -0.00057260778490863401 -0.00034632122771313537 -0.001355784672335383 0.0025653398725013874
leaf_weight=0.0014169961655945418 0.0019864940275828849 0.0012420647128550391 0.0015342932777797644 0.0010402848262198727 0.0013856631006294862 0.0013482671485762722 0.0014409084540734094 0.0010056898880819194 0.0010523888499601175 0.0017951387405679134 0.0011124336927172962 0.0014419379821717371 0.0016274580729032095 0.0010197851374349476 0.0016455021466564882 0.0011556750998713561
leaf_count=266 327 105 146 185 96 226 121 54 122 70 256 53 42 38 901 113
internal_value=0 -0.000108418 4.51463e-06 0.000654338 0.000168345 0.000988933 -0.000222936 -0.000429201 -0.000188027 -0.000809646 -0.00120023 0.000631956 0.000523656 0.00107638 -0.000475592 0.00173345
internal_weight=0 0.0212645 0.0200224 0.00519121 0.00377422 0.00238855 0.0148312 0.0119484 0.0104141 0.00555876 0.00455307 0.00288285 0.00485531 0.00322785 0.00344064 0.00220806
internal_count=3121 2794 2689 773 507 411 1916 1742 1596 1281 1227 174 315 273 971 235
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=18
num_cat=0
split_feature=52 1 12 48 1 159 42 43 160 42 0 13 151 2 4 4 4
split_gain=0.000137659 0.000189656 0.000238623 0.000228827 0.000429142 0.000220404 0.000292514 0.000333548 0.000250345 0.000239324 0.000140905 0.000251852 0.000202747 0.000314994 0.000127778 0.000100928 6.48067e-05
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 0.12879500000000002 0.11323000000000001 0.091530000000000014 -0.088934999999999986 -0.083879999999999996 -0.082299999999999984 0.086665000000000006 -0.10151999999999999 0.043850000000000007 -0.0083949999999999979 0.089885000000000007 0.24564500000000003 -0.029144999999999997 0.10528000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -8 12 15 -10 -14 -6 -12 -3
right_child=1 16 -4 -5 14 -7 7 8 10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0012043479067629045 -0.0018983032299072103 0.00049165906592283596 -0.0014913233954193127 -0.0016265107367261316 0.00068549339913068154 -0.0016260861740495802 0.0023129306693644418 -0.0017673282642922611 -0.00056093368281022297 5.8077164894517724e-05 -0.00039904425377249638 0.0011255463138380674 -0.00023466594759544008 0.0021833294224262948 0.0024670141420582961 -0.001923841751343789 0.0018547886216746089
leaf_weight=0.0013244267802425816 0.0010086981827742711 0.0010159543417653785 0.0015440707264025013 0.0010852450496352519 0.0010455772179618341 0.0012068284993549403 0.0016623988473074567 0.0011564317613474992 0.0015773418594964284 0.0011605345635148367 0.0013839047014179142 0.0010492141074287531 0.0014056638314006156 0.0017637079997125937 0.0013256869548814443 0.0011573810935354718 0.0010096442328482169
leaf_count=324 281 42 108 53 80 211 249 299 72 109 633 44 57 95 124 220 120
internal_value=0 6.12814e-05 -5.38102e-05 6.95802e-05 0.000178474 -6.6777e-05 7.44447e-05 0.000236008 -0.000105924 0.00138594 0.000124525 -0.000445041 0.000555355 0.00111091 0.00168148 -0.00109348 0.0011711
internal_weight=0 0.0215583 0.0195327 0.0179886 0.0169034 0.0145321 0.0133253 0.0123166 0.00949365 0.00282293 0.00833721 0.0035905 0.00474671 0.00316937 0.00237126 0.00254129 0.0020256
internal_count=3121 2797 2635 2527 2474 2270 2059 1778 1420 358 1121 897 224 152 204 853 162
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1348 4 11 3 0 0 13 15 16 0 4 50 13 3 15 2 47 43 42 1 49 16 16
split_gain=0.00200209 0.00125711 0.00116798 0.00132108 0.00109006 0.00115211 0.000909548 0.00120724 0.000971667 0.000917696 0.00082242 0.00159597 0.00106551 0.000964836 0.00089504 0.000788717 0.000806799 0.00105998 0.000757972 0.000654139 0.000974577 0.000638447 0.00058534 0.000500985 0.000718822 0.000471169 0.000465774 0.000344902 0.000341592 0.000297426
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.083364999999999981 -1.0000000180025095e-35 -0.040964999999999994 -0.11756999999999999 0.033845000000000007 0.11875500000000001 -0.084319999999999992 0.10732000000000001 -0.095869999999999983 0.113445 0.13082500000000002 -0.20207499999999998 0.075730000000000006 0.10708500000000001 -0.069799999999999987 0.042200000000000008 -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 2 -2 4 -4 6 -6 8 9 10 14 15 -13 19 -8 16 17 21 22 20 -14 -12 26 24 -15 -16 -10 -23 29 -17
right_child=1 -3 3 -5 5 -7 7 -9 18 -11 11 12 13 23 25 28 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012687920160539255 0.0012688327151626224 0.0012687168151000261 -0.0012685541072224443 -0.0011770276082737211 -0.0012544091089614219 0.00098484782126916537 0.0010937606037032159 0.0012619208913705903 0.00076562333974956734 -0.001268377414578595 -0.00061929496938530483 -0.0012328905353054549 -0.00093909989247475522 -0.00014497283052141636 0.00035753319538704849 0.00035525521961491855 0.00063877015680115353 -0.000792439598501671 -0.00057034085651406087 0.00097464458201061515 0.00037941070949837037 4.95017243442373e-05 0.0010132401594706887 -1.9415540562540144e-05 -0.0011369136899890546 -0.0004491797644719576 -0.00020203818535828556 0.00089727499706230207 4.6062441834342829e-05 0.0012607516742499602
leaf_weight=0.0019231370982115683 0.0010131243188880026 0.0011382952653207204 0.0011833823396756307 0.0017883252502315363 0.0010276821618830914 0.0017131634652365326 0.0016296205504175987 0.0011043679969588984 0.0013569578408123553 0.0011750500808602729 0.0012512629880347976 0.0026942010904313822 0.0015225961350124884 0.0017054545156227627 0.002656518861414262 0.0010080491607276088 0.001947107457233698 0.0035030794337203019 0.0011865224896610016 0.0010506451566669748 0.0022116862136485338 0.0016164907783604594 0.002447148190503512 0.0015874320690443255 0.0037795178814250801 0.0020738095779506693 0.0019500874437667903 0.0014775397677624352 0.0011819254541478585 0.0013855855662825338
leaf_count=86 9 21 17 99 45 49 29 30 34 104 19 419 298 65 39 43 49 65 15 56 33 26 144 23 1157 22 56 20 15 34
internal_value=0 -4.92935e-05 -7.91628e-05 -0.000106912 -6.65612e-05 -3.58019e-05 -7.50682e-05 -4.72081e-05 -8.13076e-05 -0.000166257 -0.000128481 -0.000222234 -0.000512897 -0.000349301 0.00028313 9.40906e-05 -9.20166e-05 -0.000273318 0.000352666 9.05496e-05 -0.000158192 0.000145186 0.000542991 -0.000646888 -0.000828487 3.86451e-06 0.000195016 0.000454352 0.000603944 0.000879413
internal_weight=0 0.0513666 0.0502283 0.0492152 0.0474269 0.0462435 0.0445303 0.0435027 0.0423983 0.0354576 0.0342825 0.0279226 0.0145515 0.0118573 0.00635995 0.013371 0.00979548 0.00784837 0.00694072 0.00478493 0.00373428 0.00434529 0.00575419 0.0070724 0.00548497 0.00473033 0.00330705 0.00309403 0.00357556 0.00239363
internal_count=3121 3035 3014 3005 2906 2889 2840 2795 2765 2516 2412 2322 2051 1632 90 271 179 130 249 387 331 65 234 1245 1222 61 90 46 92 77
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 43 1374 151 1348 49 15 403 13 13 160 1 157 403 474 16 150 1374 132 13 2 16 12 0 1
split_gain=0.00188517 0.00178741 0.00163863 0.00130199 0.00132192 0.00124424 0.00108729 0.00110416 0.00113601 0.00121744 0.00104488 0.001087 0.00108642 0.000986834 0.00171079 0.00148234 0.00109921 0.000894849 0.000936161 0.00104514 0.00114504 0.00111113 0.00141743 0.00133477 0.000877145 0.00139073 0.00081851 0.000804807 0.00061707 0.000564521
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.39192500000000002 0.097240000000000007 -0.5225749999999999 0.090205000000000021 0.10969000000000002 -0.47006499999999996 0.096440000000000012 -0.53104499999999988 -0.084034999999999985 -0.082179999999999989 0.10781 1.0000000180025095e-35 -0.088999999999999982 0.084660000000000027 0.23311500000000004 0.081835000000000019 -0.094929999999999987 0.081465000000000024 -0.084319999999999992 0.089885000000000007 -0.15012499999999998 0.099400000000000002 -0.10474999999999998 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 3 4 -3 -6 7 8 -7 10 11 -10 13 -13 15 -15 24 18 -16 20 21 23 -23 26 25 -17 -20 -27 -24 -28
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 14 17 16 -18 -19 19 -21 -22 22 28 -25 -26 27 29 -29 -30 -31
leaf_value=0.0012195254903659522 0.00121991030258314 -0.0012193334554259697 -0.0011141754646718451 0.0012194603245651125 -0.0012191346375286095 -0.0011587627270092877 -0.0010974211114474341 -0.0011679124453962771 0.0012191541998263999 0.0012126363562600161 0.00062337000047375649 -0.00082593410275591907 -0.0012170562565832566 -0.00093449908088276575 -0.0012046058066038799 -0.00077537699873591475 0.0011439213377069785 -0.0011211237363992531 -0.0001462982882858098 0.00059856179954371656 0.00053864150702987302 -0.00059326679395864585 0.00084996099598702015 0.000750530976191833 0.0011977099958227694 0.00068546678193081472 -0.00039869922488599012 -0.00022594178882456828 -0.00010056484092244497 -0.0010285570828513799
leaf_weight=0.0018522327471899294 0.0016655996632835004 0.0014001189605821187 0.0021160987634161179 0.0012278205861946381 0.0012617922239854798 0.0011280458880236202 0.0013023294206142557 0.0011235354489045326 0.0010618785537559452 0.0013682450218794875 0.0043243767693690307 0.0020571862690985645 0.0011150878175483206 0.0011621625018021229 0.0010605891383885782 0.0018445243951195102 0.0030464322621384108 0.0012773188475776456 0.0053942993114892536 0.0033823551346685568 0.0033881587371880064 0.0023801940606062999 0.0033089192765274333 0.0013508189355420095 0.0014208669893847033 0.004870149775612731 0.0037676812078650986 0.002044217912299473 0.001464072985967845 0.0048200274027614398
leaf_count=86 9 17 99 21 159 46 105 28 65 32 159 17 187 170 319 225 91 94 76 130 107 15 47 68 8 85 365 15 50 226
internal_value=0 -2.71782e-05 -5.89053e-05 -2.36575e-05 -4.8226e-05 -2.12242e-05 4.19497e-06 2.88621e-05 5.24363e-05 7.68738e-05 4.83816e-05 -1.1329e-06 -2.74943e-05 1.17406e-07 3.70734e-05 0.000385511 0.000501499 -0.000121608 -7.94964e-05 -3.87097e-05 -0.000122016 -0.000221563 0.000175185 -0.000406656 0.000309245 0.000165118 -0.000518454 0.000416011 0.000558396 -0.00075222
internal_weight=0 0.0671349 0.0654693 0.0633532 0.0621254 0.0607253 0.0594635 0.0581611 0.0570376 0.0559096 0.0545413 0.0502169 0.0491551 0.04804 0.0459828 0.0143884 0.0132262 0.0315944 0.0303171 0.0292565 0.0258742 0.022486 0.00715319 0.0153328 0.0101798 0.00875889 0.013982 0.00691437 0.00477299 0.00858771
internal_count=3121 3035 3026 2927 2906 2889 2730 2625 2597 2551 2519 2360 2295 2108 2091 594 424 1497 1403 1084 954 847 112 735 333 325 667 100 97 591
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=39 45 14 42 31 376 156 151 1348 1374 0 0 15 132 14 1374 1 47 52 3 16 47 52 52 13 15 160 16 13 4
split_gain=0.00161871 0.00150126 0.00155962 0.00138012 0.00123237 0.00119954 0.000962179 0.000993324 0.00121676 0.000951154 0.000923909 0.00150303 0.00113735 0.0014776 0.00103772 0.00124247 0.00102656 0.00109597 0.000977775 0.00093936 0.000870899 0.000782187 0.000779029 0.000801827 0.000871971 0.000762111 0.00081987 0.000682985 0.000471835 0.000452396
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -0.10607499999999999 -0.075684999999999988 -0.03241999999999999 0.081465000000000024 -0.10708499999999999 -0.094929999999999987 1.0000000180025095e-35 0.09585500000000001 0.083680000000000018 0.11296500000000002 -0.034884999999999992 0.085770000000000027 0.11434500000000002 0.096795000000000006 0.10820000000000002 0.013270000000000002 -0.076214999999999991 0.064860000000000015 0.11596500000000001 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 -6 -8 9 10 14 18 20 22 -9 -16 19 27 -12 -17 -13 -22 23 25 -25 26 -14 -18 -27 -19
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 11 12 13 -15 15 16 17 29 -20 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0014011346144918203 0.0014008944169259577 -0.0014006434673858657 -0.0012418059842684882 0.0014006724693843154 -0.0014003867319765933 0.0010762456849319351 -0.0013781433956240644 -0.00074499982998844937 0.001391751097193296 -0.0013586133310650849 -0.0011716762549000982 0.0011913158067126841 0.00010418283722302168 0.00099212297175004177 -0.0006781637549157385 -0.0014003799433865934 0.00098606489077086054 -0.00062411448873978979 -1.7375499576622911e-05 0.00048570536362070019 0.00071705987140245912 -0.00054887071348635119 -0.0014005060725467494 0.0012893431410936804 -0.00047284348962791864 -0.00043689759957630023 -0.0012038335771346904 -0.00022273804861442821 0.0007660908307658426 0.00036662389706579887
leaf_weight=0.0013462955703289472 0.0015272048904648719 0.0014379052982746989 0.0022334117505380382 0.0011867925885979949 0.0010656147642604799 0.0018109450413739117 0.0010873168489702314 0.0020357145967011539 0.0011604338532009697 0.0010802448998212802 0.0043195902383239481 0.0022251312328229744 0.0012951829621101751 0.0016473908628071863 0.0021744297378063484 0.001041260212787159 0.0083545184264153249 0.0015447748366455025 0.0021578076218098374 0.0010300064595867298 0.0019312887890574606 0.0018973008106684119 0.0014135907823202851 0.0011601975189847735 0.0010479846241651103 0.0014297670128975426 0.0034232665679852087 0.0010294868997107196 0.0011564215242003684 0.0021779817324159012
leaf_count=9 23 17 100 83 159 49 45 37 30 36 811 100 25 43 17 83 180 22 605 6 153 61 85 45 4 129 108 13 13 30
internal_value=0 -5.99842e-05 -9.53919e-05 -4.73742e-05 -9.87021e-06 -4.28899e-05 -8.43469e-05 -5.50211e-05 -2.4237e-05 -6.02923e-05 -2.87705e-05 -0.000206101 -4.05328e-06 -0.000244144 0.000200848 0.00031181 0.000453636 0.000598407 -0.000787145 -0.000462461 0.000494623 8.97137e-05 -0.000430537 -0.000286401 0.000453024 -0.000509929 -0.000844792 0.000853451 0.000101022 -4.44875e-05
internal_weight=0 0.0569021 0.0555558 0.0533223 0.0518844 0.0506976 0.0488867 0.0478211 0.0467338 0.0455733 0.0444931 0.0251049 0.0186275 0.0125738 0.0193882 0.0173525 0.015178 0.0131068 0.0064774 0.00207127 0.00605372 0.00382859 0.0109264 0.00951282 0.00220818 0.00730464 0.00471845 0.00938401 0.00258619 0.00372276
internal_count=3121 3098 3089 2989 2972 2889 2840 2681 2636 2606 2570 2182 766 452 388 351 334 245 1416 89 314 214 409 324 49 275 133 193 142 52
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=18
num_cat=0
split_feature=2 3 11 2 3 1 42 13 2 52 52 51 52 2 4 0 47
split_gain=0.000146528 0.000241087 0.000232448 0.000268355 0.000225632 0.000704283 0.000348128 0.000230296 0.000309116 0.000255262 0.000185497 0.000347087 0.000252665 0.00017339 0.000145679 0.000252286 0.000108806
threshold=-1.0000000180025095e-35 -0.13309499999999996 0.081005000000000008 0.099185000000000009 0.076840000000000006 0.099400000000000002 0.090990000000000015 -0.39067499999999994 0.11215000000000001 0.060015000000000006 -0.088204999999999992 -0.095144999999999993 -0.078224999999999975 0.091055000000000011 -0.083854999999999985 -0.10607499999999999 0.077555000000000013
decision_type=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 -5 -6 -9 -10 11 -2 -12 14 -14 16 -16
right_child=2 -3 -4 4 7 -7 -8 8 9 -11 12 -13 13 -15 15 -17 -18
leaf_value=-0.00029582186139915761 -0.00019200069330976618 0.0019674435259004089 -0.0018623347506837042 0.0013566905450947465 0.00119666487566852 0.0037539954096716915 -0.00162155159573017 0.0012525311652824866 -0.0022744887855024468 0.00022139502025554349 0.0017035078868626991 -0.0030853979749179061 0.0011663895975609156 -0.0014804122522093757 0.00095689002153329485 -0.001841887395358992 -0.00071263933803760078
leaf_weight=0.0015076127066606659 0.0016295465287163857 0.0014521663457780489 0.0011476844778677267 0.0013939259086039879 0.0016359648198838173 0.0011805226820591486 0.001106435885993351 0.0010373185250074357 0.0016386749372561127 0.001060939002854866 0.00101048027536521 0.0010856930960437801 0.0011926342376125101 0.0017902404315308651 0.0015618068530827136 0.0012996226028827501 0.0010103804287795448
leaf_count=44 107 155 153 214 107 177 157 61 69 22 52 259 308 293 71 835 37
internal_value=0 0.000814612 -0.000128181 -2.68139e-05 0.000474208 0.00123032 3.87877e-05 -4.37912e-05 -0.000586842 -0.00129362 -0.000455544 -0.00134893 -0.000147127 -0.000419937 -4.50675e-05 -0.000418233 0.000301082
internal_weight=0 0.00295978 0.0207819 0.0196342 0.00905378 0.00368088 0.00250036 0.0053729 0.00373693 0.00269961 0.0105804 0.00271524 0.00786516 0.00685468 0.00506444 0.00387181 0.00257219
internal_count=3121 199 2922 2769 807 548 371 259 152 91 1962 366 1596 1544 1251 943 108
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 133 1456 43 160 4 1373 146 15 15 3 159 9 3 1348 14 402 11 484 456 2 0 3 47 43 0
split_gain=0.0018371 0.00166481 0.00183387 0.00205037 0.00162928 0.00135659 0.00139634 0.00143693 0.00135427 0.00145914 0.00149685 0.00123298 0.00147806 0.00130055 0.00202043 0.00122857 0.00115573 0.00136706 0.00113193 0.00112587 0.00106448 0.00107716 0.00108699 0.00105709 0.000893611 0.000775646 0.00116182 0.00111352 0.00109904 0.0018969
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 1.0000000180025095e-35 0.39192500000000002 -0.40698999999999991 -0.49405499999999997 0.099250000000000019 0.12035500000000002 -0.24436499999999997 -0.21699999999999997 0.14121000000000003 0.10519500000000001 -0.013509999999999999 -0.52915999999999996 0.090205000000000021 -0.46885499999999997 0.088090000000000016 0.087830000000000005 0.088860000000000008 0.087015000000000023 0.10584500000000001 0.14486500000000005 -0.12018999999999998 0.13148500000000005 -0.074359999999999996 -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=-1 2 -2 4 5 6 7 8 -4 24 11 12 19 -14 15 16 -15 -18 20 -11 21 22 23 25 -10 26 -19 28 -28 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0012439051017323036 -0.0012438520284867574 0.0012439395398080705 -0.00091346820597602071 0.0010140373213227462 0.001239430341584016 -0.0011897073184918752 -0.0011324670284758611 -0.0012354991127863429 -0.0012437600509345034 -0.00015497981214113008 -0.0012437650131674335 -0.0012441947474980499 -0.0012437444160787649 -0.0012441113052226397 0.00078772167713799576 -0.0011655925254602597 0.0012438316349301381 0.00070160998540491463 0.0010428180290213297 0.0010331280700657491 -0.0011284012174585861 -0.00124362262775292 -0.001186531259374521 -0.00086695454994491575 0.00011466204002946509 -0.00075469698114287269 0.00042612076661249651 -0.0010819041885983499 0.00015777260915548124 -0.00085924280493199733
leaf_weight=0.0016973176443784146 0.0020683754456172201 0.0014768347828635333 0.0026116422616375692 0.002665339577486491 0.0013840706296299734 0.001795895934152191 0.0019487125625179394 0.0015821750126292491 0.002261591286099921 0.001741096206956172 0.0013595339251537544 0.0010730973735917351 0.0012054912972487833 0.0010999973310390479 0.0053155157917785792 0.0014102514393812262 0.001425517903726344 0.0052268587045886999 0.0015612791679302509 0.0042272972947188228 0.0013342834752005919 0.0010436257410830754 0.0010878821873134817 0.0017490254803647068 0.0011193051596194437 0.0014823361173057483 0.010481157965744003 0.0012568136442752112 0.011261258942809584 0.0037898655497966083
leaf_count=86 18 21 189 49 50 365 237 110 72 27 21 2 25 3 76 91 12 77 27 117 207 31 83 72 40 11 379 12 105 506
internal_value=0 -6.37186e-05 -8.89402e-05 -5.68763e-05 -9.66107e-05 -0.000122858 -9.49515e-05 -6.46425e-05 -3.61971e-05 4.53093e-07 4.58779e-05 7.62264e-05 0.000101217 3.23556e-05 6.34168e-05 -2.36685e-05 1.39578e-05 4.71443e-05 4.78733e-06 0.000686534 -3.70759e-05 1.88031e-06 3.76539e-05 7.54374e-05 -0.000794031 0.000124642 0.000165355 6.07258e-05 0.000116971 -9.83114e-05
internal_weight=0 0.0780461 0.0765693 0.0745009 0.0718356 0.0704515 0.0686556 0.0667069 0.0651247 0.0625131 0.0591322 0.0577727 0.0566996 0.0507312 0.0495257 0.0442102 0.0427999 0.0416999 0.0402744 0.00596839 0.0387131 0.0373788 0.0363352 0.0352473 0.0033809 0.0334983 0.032016 0.0267891 0.0255323 0.0150511
internal_count=3121 3035 3014 2996 2947 2897 2532 2295 2185 1996 1884 1863 1861 1717 1692 1616 1525 1522 1510 144 1483 1276 1245 1162 112 1090 1079 1002 990 611
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=18
num_cat=0
split_feature=133 0 2 4 1 44 157 16 13 12 1 151 4 15 2 43 13
split_gain=0.000153376 0.00022293 0.000252625 0.000286266 0.000211671 0.000227223 0.000278601 0.000350337 0.000340543 0.000275422 0.000255121 0.000235517 0.000191244 0.000155881 0.000337369 0.000150421 7.50959e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.11093500000000002 -0.49405499999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.06266999999999999 -0.056919999999999991 -0.11122999999999998 -0.015429999999999998 0.12408500000000001 -0.0083949999999999979 -0.029144999999999997 -0.074054999999999996 0.090675000000000019 0.084740000000000024 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 12 6 -6 8 -8 -9 -11 -10 -1 14 -13 16 -5
right_child=-2 2 -4 15 5 -7 7 9 11 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-6.1705248974052048e-05 -0.0013215479524085218 -0.0012338412773811483 0.0021926899725522257 0.0020462206812770934 0.0013766978300218508 -0.0015297744433897874 0.0019696515812627209 0.00051391586802496862 -0.0010096347625585436 -0.002394233706669943 -0.00033029319319946809 -0.00010940510876274996 -0.0018353048831908233 -0.00049544734325704398 0.0022146519085483969 -0.00015862853623943498 0.00073629089166875729
leaf_weight=0.001379693343025565 0.0010165290548851949 0.0010926632622521026 0.0010350586787097882 0.0010041330795309547 0.0018897886735249622 0.0010352652094525192 0.0013370017843943333 0.0012125138534395674 0.0017817394381793878 0.0015552185934195589 0.0013177534052601914 0.0016873903851930567 0.001524007497874293 0.0013503840241559893 0.0013306447056535831 0.0012211992545934081 0.0010839966743105833
leaf_count=585 435 118 60 65 159 56 137 81 98 244 28 89 675 165 75 22 29
internal_value=0 4.85318e-05 0.000658535 0.000297803 -0.000142063 2.82843e-05 0.000148099 -5.2528e-05 0.000391041 -0.000865423 -0.00144756 4.78614e-05 -0.000992579 0.000479181 0.000915266 0.000803516 0.00136621
internal_weight=0 0.0228385 0.00543705 0.00440199 0.0174014 0.0144977 0.0134624 0.0115726 0.00748716 0.00408549 0.00287297 0.00615016 0.0029037 0.00436842 0.00301804 0.00330933 0.00208813
internal_count=3121 2686 294 234 2392 1132 1076 917 564 353 272 427 1260 329 164 116 94
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 151 1348 156 43 1374 4 11 150 1456 3 0 0 15 1374 16 13 42 43 3 15 34 14 1 42
split_gain=0.00209413 0.00164093 0.00152293 0.00168034 0.00142762 0.00184355 0.00130069 0.00164727 0.00116447 0.00103357 0.00106909 0.000957057 0.00114142 0.000982701 0.00123983 0.00112754 0.00163591 0.00150282 0.00112154 0.00136364 0.00141437 0.00120933 0.00111834 0.00118159 0.0014892 0.000973493 0.00089582 0.000797738 0.000674762 0.000487606
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.39192500000000002 0.093235000000000012 0.27287000000000006 0.080455000000000013 -0.22665999999999997 -1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.13578499999999996 -0.094929999999999987 -0.27167499999999994 -0.094514999999999988 -1.0000000180025095e-35 -0.074359999999999996 0.10732000000000001 -1.0000000180025095e-35 -0.112215 -0.46596499999999991 0.088975000000000012 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=-1 2 -2 4 -4 6 -6 8 -8 10 11 12 13 -10 -15 25 18 -18 -17 -20 21 -21 -19 29 -25 -16 -13 -28 -22 -24
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 26 -14 14 15 16 17 22 19 20 28 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0012194878618341652 -0.0012194033533579301 0.0012196703121801935 0.0012196787209233422 0.0010043918449609106 -0.0012063096684265021 -0.0011391574805461504 -0.0012191381167478614 0.0012153359304199975 0.001089160348014545 -0.0011292255318694916 -0.0011838404240360856 -0.00064692018043886507 -0.0012191354414042906 -0.0012191627987564221 0.0011325435237474625 -0.00071633604915652958 -0.0011835099175298092 -0.0011915331210935445 -0.00059884958634210598 0.00054375626028329465 0.00020643403328780247 -0.00117036486318653 0.00091307642554512005 -0.0012191699043431713 4.7291889764626525e-05 0.0001351036131036721 -6.7532264926973867e-06 0.00084890614614156908 0.00093770220943745718 9.3159153165206396e-05
leaf_weight=0.0019690577163000702 0.0017134779072591746 0.0014640487628128076 0.0012079191983502815 0.0021505700082578008 0.0014674156842211508 0.002520639590073869 0.0012983649628122143 0.0015028907660479254 0.0011224784074101981 0.0012871605020059454 0.0011525670667964496 0.001082093048353272 0.001248212316326657 0.0013420971247626303 0.0019649188479888835 0.0019163312854253442 0.0030115414650069153 0.0015498370567996753 0.0021760575523330781 0.0011641998117397634 0.0028087573404036309 0.0012887775047971681 0.001554298999181471 0.002311906909462853 0.0034224258192807611 0.0055941676361044154 0.0025146864700786864 0.0045472866949118895 0.0056418887239182425 0.0035168119811999077
leaf_count=86 18 21 9 49 45 98 159 30 10 104 36 8 81 222 24 33 319 469 17 23 24 26 75 488 49 48 41 182 98 229
internal_value=0 -5.64379e-05 -8.55935e-05 -5.44428e-05 -9.22584e-05 -0.000119114 -7.35968e-05 -4.33866e-05 -7.87347e-05 -5.03796e-05 -2.31145e-05 3.76065e-06 -7.09987e-05 -3.55136e-05 -6.76657e-05 -2.6913e-05 -0.000131797 -0.000411328 0.000154646 0.000282255 0.000458099 -0.000356831 -0.000223113 -8.4211e-05 -0.000463307 0.000394379 0.000385951 0.000544216 0.000694649 0.000344464
internal_weight=0 0.0655438 0.0640798 0.0623663 0.0602157 0.0590078 0.0564872 0.0550198 0.0535169 0.0522185 0.0509313 0.0497788 0.0416347 0.0403865 0.039264 0.0379219 0.0303628 0.0153668 0.014996 0.0130797 0.0109036 0.00245298 0.0123553 0.0108054 0.00573433 0.00755909 0.00814407 0.00706197 0.00845065 0.00507111
internal_count=3121 3035 3014 2996 2947 2938 2840 2795 2765 2606 2502 2466 2235 2154 2144 1922 1850 1629 221 188 171 49 1310 841 537 72 231 223 122 304
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=39 31 45 14 42 376 1456 1373 150 15 49 1374 3 13 0 159 52 50 403 15 42 41 52 159 4 3 484 13 52 1
split_gain=0.00152388 0.00146912 0.00141393 0.00176035 0.00142206 0.00144923 0.00136495 0.0013608 0.00142304 0.0012166 0.00124337 0.00119994 0.00116728 0.00113604 0.00122641 0.00105426 0.00105455 0.00134473 0.00103466 0.00116124 0.001289 0.00136347 0.00145992 0.000998906 0.00109338 0.000877022 0.000869115 0.000962929 0.00113514 0.000749645
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 0.099250000000000019 0.083095000000000016 -0.24436499999999997 0.51130000000000009 -0.094929999999999987 0.090900000000000009 0.066795000000000007 -0.10474999999999998 0.10395500000000001 0.41423000000000004 0.13435000000000002 0.093545000000000003 -0.055554999999999993 -1.0000000180025095e-35 0.079885000000000025 0.11434500000000002 -0.018454999999999996 0.24564500000000003 -0.05647499999999999 0.085595000000000018 -0.0097949999999999982 -1.0000000180025095e-35 0.11785500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 8 9 29 15 -10 13 14 -13 16 17 18 19 23 -21 22 26 -11 -25 -24 27 -22 -29 -6
right_child=-2 2 3 -5 5 -7 -8 -9 11 10 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.0014572953236125865 0.0014574035507276019 0.0014575734003424445 -0.0014572697576911572 -0.001320199098273922 0.00020513555055386916 0.0011234606050626605 -0.0013367937802171936 -0.0014572808744973021 -0.00060040428475029281 0.00079983915327461815 0.0013583045450080576 0.0005913126400646059 0.0013449162591302533 0.001307339226836233 -0.00084394461745607749 -0.0014097360743484972 -0.0014570444233156796 0.0013123073893403106 -0.0014571278941496808 -0.0010269802836457519 0.00057023166047130952 -0.0012202264250345454 0.00027125104939128552 -0.0012382991992122454 -0.00021116265531028993 -0.0014572363784899692 0.0011369760565027906 -0.0014362605938933095 0.00010834284460334167 0.0014570054286264151
leaf_weight=0.0013340838204936025 0.0014395196222238829 0.0012363489495328386 0.0015285420852109146 0.0024764777668337947 0.0037221040194026491 0.0022113703125334885 0.0017727795807918048 0.0014029581084855627 0.0019804807171368575 0.0010003323969698394 0.0010493150210670868 0.0028182190384988823 0.0033416223809865642 0.0017517480052902101 0.0022908693506611391 0.0015926100002472401 0.0013653765289074462 0.001282731243069434 0.0013498186333364961 0.0022853188611371414 0.008282405607335612 0.0014956218075212737 0.0010126792122342465 0.0045026589023287045 0.0043008951965077813 0.0016194516213658963 0.0026676047860263443 0.0012285312825781602 0.0056743145441942111 0.0013961184830932893
leaf_count=84 23 9 17 99 50 49 262 20 44 58 16 55 69 23 137 121 144 18 190 418 404 25 79 337 64 15 38 103 42 108
internal_value=0 -5.69106e-05 -8.63409e-05 -0.00011466 -6.86778e-05 -3.51984e-05 -7.7074e-05 -3.94867e-05 -5.19819e-06 -0.000122848 -0.000207016 0.000437359 0.000638808 0.000294893 -5.22438e-05 -0.000248431 -0.000199846 -0.000153077 -0.000206146 -0.000156583 1.43809e-05 0.000122651 0.000220695 -0.000579742 -0.000736501 -0.000792223 0.000370035 0.000235305 -0.000166557 0.000546613
internal_weight=0 0.0699734 0.0686393 0.067403 0.0649265 0.0633979 0.0611866 0.0594138 0.0580108 0.0458279 0.0407097 0.0121829 0.0102025 0.00686084 0.00510909 0.0396604 0.0380677 0.0367024 0.0354196 0.0340698 0.0242659 0.0219806 0.020485 0.00980389 0.00880355 0.00263213 0.0178529 0.0151853 0.00690285 0.00511822
internal_count=3121 3098 3014 3005 2906 2889 2840 2578 2558 2230 2072 328 284 215 192 2056 1935 1791 1773 1583 1124 706 681 459 401 94 587 549 145 158
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=19
num_cat=0
split_feature=14 147 48 484 160 52 48 4 39 4 2 48 48 0 43 3 15 2
split_gain=0.000155911 0.000218034 0.000250294 0.000238174 0.000238752 0.000353634 0.000327568 0.0003782 0.000270713 0.000252925 0.000254151 0.000253114 0.000246679 0.000327184 0.000296274 0.000242548 0.000146822 8.29777e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.082654999999999992 -0.0068949999999999992 -0.22361499999999998 0.10744000000000002 0.12230500000000001 0.40473500000000007 0.097050000000000011 -0.49013999999999996 0.092120000000000021 0.084855000000000014 0.086035000000000014 -0.11991499999999998 -0.074359999999999996 -0.084074999999999997 -0.028889999999999996 0.10559
decision_type=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 6 7 8 9 -6 12 17 13 -11 15 -15 -7 -12
right_child=-2 2 -4 4 5 16 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0016274876601312237 -0.0014490558722801924 -0.00021710675251841282 0.0025028779992249061 -0.0016745270310897465 -0.0018090667890381244 0.0028107832779391329 -0.0022101653181331236 0.0020806226294461062 -0.0018538948126069572 0.001949125433445589 0.00087013134107239364 0.0022297863916307618 -0.0016143909157917934 -0.00050786112595887503 -0.0017277977912914218 0.0019901897159867996 0.00071767017098795665 -0.0006643727262335428
leaf_weight=0.0014860388759716505 0.0011750511299659641 0.0010166715203041576 0.0012133712173749691 0.0012275257690169674 0.0010496261980250639 0.0010203589331685414 0.0010625539070296943 0.001443846666586702 0.001295927443518253 0.0013355724910670804 0.0013173320761414864 0.0017560784733436918 0.0015620437106682594 0.0016073482050824595 0.0015875368544684479 0.0010511584268426679 0.0011835659450749594 0.0010241559198882477
leaf_count=459 101 78 89 308 119 45 52 166 59 37 156 125 131 221 618 99 110 148
internal_value=0 6.06527e-05 0.00126284 -6.69461e-05 5.18283e-05 0.000167647 -4.03876e-05 0.000113 -9.60967e-05 8.92426e-05 0.000266493 0.0010693 -0.00019399 0.000203516 -0.000345556 0.000479854 0.00168673 0.000198946
internal_weight=0 0.0232407 0.00223004 0.0210107 0.0195246 0.0182971 0.0160932 0.0150306 0.0135868 0.0122909 0.0112412 0.00409757 0.00714366 0.00558162 0.00424604 0.00265851 0.00220392 0.00234149
internal_count=3121 3020 167 2853 2394 2086 1931 1879 1713 1654 1535 429 1106 975 938 320 155 304
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=31 39 151 4 150 16 376 158 160 50 34 1374 42 1 15 14 41 4 160 2 15 52 403 3 47 15 52 52 52 3
split_gain=0.00176703 0.00150993 0.00120799 0.00158852 0.00135891 0.00162166 0.00142601 0.00154857 0.00149712 0.0012189 0.00138924 0.00113539 0.00116058 0.00126559 0.00118659 0.00159041 0.00136897 0.00116862 0.00100077 0.000967689 0.000839587 0.00120733 0.000951789 0.000941798 0.000807049 0.00145958 0.00257789 0.000756145 0.00158422 0.00075115
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.51524500000000006 0.088470000000000007 0.085900000000000018 -0.091944999999999985 0.11875500000000001 -0.112215 0.093235000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.095869999999999983 0.076175000000000007 0.075585000000000013 0.24564500000000003 -0.074254999999999988 0.073895000000000002 -0.074054999999999996 -0.089199999999999988 -1.0000000180025095e-35 -0.074084999999999998 0.097480000000000011 0.013270000000000002 0.10744000000000002 0.11434500000000002 0.024145000000000003 -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 -2 4 -4 6 7 8 -6 10 -5 12 13 -10 17 16 18 -14 -16 29 21 -20 -22 24 25 26 -24 28 -25 -15
right_child=1 -3 3 9 5 -7 -8 -9 11 -11 -12 -13 14 19 15 -17 -18 -19 20 -21 22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0012193768205943731 -0.0011765035297321013 0.0012195598242638972 0.001015495981545608 -0.00073511150667640124 -0.00087190686490524604 -0.0012192520796953008 0.00089626764825792246 -0.0011417410580134297 -0.0012192009483014187 -0.00072863584275447996 0.0006438121239524296 -0.0012154265005028153 -0.00076260449525482007 0.00023451348335577803 0.00096396397332419801 -0.0012192237773022716 -0.0010054350109264239 0.00046003498308808501 -0.00042168349881729179 0.00086158431760906902 -0.0010338476502414569 0.00092843992613612209 -0.00096396739989872474 -0.00038134104997403705 0.0011331002181965413 0.00073408733762260611 0.001127584147439628 -0.00098878666225749945 0.00073960066462872324 -0.0012191749234353999
leaf_weight=0.0016783591805076261 0.0014390402386403869 0.0013734461805512401 0.0014853578621227817 0.0012241671147421593 0.003612286841771172 0.0020902722934668097 0.0019586369623993951 0.0022972704200063801 0.0023619042614733124 0.001379772400468938 0.00960632397512029 0.0012202899488684684 0.0044347082752071989 0.001000111987913499 0.0027123480553434822 0.0012144279698702567 0.0013309997976307377 0.0015741918705316493 0.0012867765911099838 0.0011347883774988077 0.0010909495229594049 0.0041875063043717011 0.0027243839450310364 0.0055018185813704573 0.0018140399518813419 0.0042375438993413894 0.0012906074286789249 0.0013317058863577822 0.0028413499438499912 0.0011196056147184663
leaf_count=86 47 21 15 8 325 144 26 231 499 15 271 23 129 40 134 34 38 14 76 32 238 103 102 109 24 157 13 41 29 97
internal_value=0 -4.6195e-05 -7.12075e-05 -4.78389e-05 -0.000134915 -0.000166344 -0.000124245 -0.000163968 -0.000117194 0.000350477 0.000487953 -5.58056e-05 -2.30415e-05 -0.000539913 5.42197e-05 0.000148742 0.00020348 -0.000442301 0.000258929 -4.69317e-05 0.000186236 0.000611082 7.4596e-05 0.000135851 0.000396884 0.000235052 -0.000291644 -0.000135751 4.06924e-07 -0.000533305
internal_weight=0 0.0708766 0.0695032 0.0680641 0.0558539 0.0543685 0.0522783 0.0503196 0.0480223 0.0122103 0.0108305 0.0444101 0.0431898 0.00561641 0.0375734 0.0315645 0.03035 0.0060089 0.029019 0.00325451 0.0263067 0.00547428 0.0208324 0.0197414 0.0100666 0.00825254 0.00401499 0.00967487 0.00834317 0.00211972
internal_count=3121 3035 3014 2967 2673 2658 2514 2488 2257 294 279 1932 1909 668 1241 1098 1064 143 1026 169 892 179 713 475 296 272 115 179 138 137
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1456 43 1 146 151 47 156 3 15 3 15 11 150 12 43 0 133 1374 47 4 4 16 0 13 43 49
split_gain=0.00239701 0.00178242 0.00153387 0.00149235 0.00118226 0.0011422 0.0010721 0.001419 0.00147893 0.00137278 0.00105102 0.00103399 0.00166657 0.00110889 0.0010198 0.000946418 0.00088843 0.000885172 0.000922228 0.000940656 0.00103481 0.000951055 0.00075497 0.000734273 0.000709227 0.000663557 0.000689184 0.000610697 0.000607749 0.000583839
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 0.39192500000000002 0.098700000000000024 0.12035500000000002 -0.5145249999999999 0.086785000000000015 0.11896500000000002 -0.12018999999999998 -0.015744999999999999 0.10299500000000002 -0.074054999999999996 1.0000000180025095e-35 0.11456000000000001 0.092355000000000007 -0.20207499999999998 -0.13455999999999999 0.083950000000000011 -0.094929999999999987 0.10980000000000002 -0.033174999999999989 0.25615500000000008 -0.042349999999999992 -0.11173999999999999 -0.084034999999999985 -0.080554999999999974 -0.050619999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 11 8 -8 10 14 12 -4 17 28 -14 23 18 -13 21 -21 -20 24 -16 -11 26 -24 -22 -10 -18
right_child=1 -3 3 -5 -6 -7 7 -9 9 22 -12 13 15 -15 16 -17 29 -19 19 20 27 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012688505101415694 -0.001268705719700064 0.0012688789166424351 0.0010876045236304548 0.0010574138480341857 -0.0011830883273772292 -0.001184132825258214 -0.0012467711988954453 -0.0012226997500046162 0.00019190759986640297 -0.0011091160286828268 -0.00069734044247077363 0.00067457634014013142 5.7590577896346142e-05 0.000261760471861379 -0.00014962827362256616 -0.001121857498776434 -0.00069146442888752611 -0.0012684325159001521 -0.0011428402925110028 -0.0012684403156705865 0.00054262578875103609 6.0495016184763906e-05 -0.00010935431248466729 0.00093884298843209698 -1.6438505565133683e-05 -0.00039255313747658613 0.0011174114969385498 -0.0008421756487464252 0.0012614158155148023 0.00044643351360736414
leaf_weight=0.0022268455597629347 0.0017681005244014605 0.0015586751709548699 0.0022404185999391757 0.0018306669682424106 0.0015933638231460092 0.0014545211920822245 0.0010702487205662683 0.0011643010402622158 0.0010708512996728831 0.0018419613352023134 0.0010624424785987694 0.0011691284590824554 0.0057432102348116063 0.0035434546992547658 0.0013555912458969033 0.0013520430353253232 0.0017480893550896326 0.0022061189490489843 0.0013171639602660434 0.0037834159180976266 0.0010251643586292047 0.0053395508869584713 0.001311616836403573 0.00376834640601942 0.0019856334060932568 0.0018140031212539043 0.0016804749627112869 0.0010239357430039675 0.0042340648296601531 0.0012397417740430683
leaf_count=86 18 21 33 49 268 114 15 4 72 52 50 16 52 37 69 70 21 522 11 744 163 99 22 56 15 41 18 192 160 31
internal_value=0 -7.03398e-05 -0.000104707 -6.98069e-05 -0.000105922 -7.50225e-05 -4.51982e-05 0.000144947 0.000210793 0.000278286 0.000516972 -0.000212877 0.000133964 -0.000379715 0.000613132 -0.00016716 0.000330356 -0.000522994 -0.00040259 -0.000503424 -0.000875281 -0.000177609 -0.000122002 0.000650877 -0.00054227 0.0002127 0.000579645 -0.00014936 0.00104552 -0.000219316
internal_weight=0 0.0622963 0.0607376 0.0589695 0.0571389 0.0555455 0.054091 0.0253474 0.0241831 0.0231128 0.0144791 0.0287436 0.00933567 0.0194079 0.0134167 0.00709525 0.00811177 0.0158645 0.0136584 0.0124892 0.00583252 0.00665671 0.00863369 0.00512394 0.00382759 0.00480609 0.00299209 0.0020491 0.00530492 0.00298783
internal_count=3121 3035 3014 2996 2947 2679 2565 626 622 607 459 1939 155 1784 409 122 177 1747 1225 1209 1099 110 148 125 67 81 40 355 232 52
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=20
num_cat=0
split_feature=1374 457 484 133 133 15 49 132 41 1 16 0 16 16 49 0 3 4 2
split_gain=0.00024434 0.000324632 0.000323356 0.000184945 0.000260019 0.000379003 0.000420631 0.000344954 0.000328334 0.000289469 0.000467029 0.000424966 0.000267875 0.000238059 0.000186867 0.000191076 0.000237787 0.000142385 6.33924e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.14750499999999997 0.079970000000000013 0.07831500000000001 0.13686500000000004 -0.010699999999999999 0.010870000000000003 0.26799500000000004 -0.022939999999999999 0.0021350000000000002 -0.13843999999999998 -0.075634999999999994 -0.012164999999999999 0.091545000000000015
decision_type=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 5 7 -7 8 9 10 11 14 17 -6 15 -4 -17 -12 -8
right_child=1 -3 3 -5 13 6 18 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0021523524997401982 -0.0020978740184835524 0.0022690567984133794 0.0014161437571402556 -0.0017622988825069981 0.00316145602962994 0.00088786080924548462 -0.0017904270275087616 0.002594795708876242 -0.0023180356947543504 0.0020426748567479763 0.0026969668412445903 -0.0034161454584670302 -0.00027887363207583949 0.00015017865146636035 -0.0016603791168628228 0.00099784217416244909 -0.0019135002155183868 0.00071367373965311833 -0.0033599440256702486
leaf_weight=0.0010211804038107166 0.0014336789411711339 0.0012754623983344251 0.001629279918169857 0.0010194239738972035 0.0010609461386783536 0.0010535813180787557 0.0010163442978746709 0.00120932851894029 0.0010289238900895734 0.001659503963004739 0.0018075911869530588 0.0010067369742188248 0.001782124537631713 0.0010325326568385576 0.0013819066493534482 0.0010250123701518454 0.0012303864016374151 0.0012008064073978416 0.001035521759133573
leaf_count=55 482 104 68 365 156 37 566 118 71 87 91 21 180 224 154 57 58 100 127
internal_value=0 7.76653e-05 -4.59344e-05 9.29622e-05 0.000186774 1.41841e-05 -0.00140513 0.000308778 0.000107754 0.000303925 4.31235e-05 -0.000758434 0.00109278 0.00167625 -0.000250397 0.000251179 -0.000590381 0.00190533 -0.00258252
internal_weight=0 0.0238891 0.0226136 0.02118 0.0201605 0.018067 0.00310545 0.0149616 0.0137523 0.0127233 0.0110638 0.00627332 0.00479052 0.00209348 0.00526659 0.00388468 0.0022554 0.0030084 0.00205187
internal_count=3121 3066 2962 2480 2115 1735 730 1005 887 816 729 358 371 380 337 183 115 191 693
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 4 150 158 160 41 42 0 3 1373 156 12 43 3 151 15 4 0 133 50 2 48 16 0 16 48
split_gain=0.00143339 0.00120616 0.00117506 0.00103968 0.000909574 0.00110086 0.00108534 0.000838838 0.000814264 0.000837889 0.000775037 0.000937392 0.000729175 0.000747835 0.000827702 0.000818219 0.000818252 0.000811633 0.000741156 0.000785144 0.000713804 0.000709102 0.000667877 0.000662966 0.000570838 0.000573958 0.000521983 0.000464261 0.000449954 0.000348301
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.093740000000000018 -0.091944999999999985 0.075585000000000013 -1.0000000180025095e-35 -0.10607499999999999 -0.10831999999999999 0.085770000000000013 0.091255000000000017 0.10711000000000002 -0.074359999999999996 0.086245000000000016 0.056735000000000001 -0.095869999999999983 -0.46376499999999993 -0.030209999999999997 0.084415000000000018 0.11875500000000001 0.113445 -0.032929999999999994 -0.0083599999999999976 -0.11756999999999999 -0.5224049999999999 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=-1 2 -2 4 -4 6 -6 8 29 10 11 -10 20 14 15 16 22 27 19 -19 -12 -21 -14 24 25 -7 -22 -18 -27 -8
right_child=1 -3 3 -5 5 23 7 -9 9 -11 12 -13 13 -15 -16 -17 17 18 -20 21 26 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0012686358616792225 -0.0012685843071072007 0.0012686968335639689 -0.0012556763003368319 0.00098536542215807584 0.0010913009317037525 0.00081246717439266587 -0.0012371505635679024 -0.0012441193835279361 0.00029022999862416993 -0.00099481729290546643 -0.00040934384868262141 -0.0010152080126848732 0.00084845464709989256 -0.0010800921135192734 -0.0010410228072976068 -0.0010452662493354603 -0.00010274672634324501 -0.0003539346372271412 -0.00059704410885449738 0.00082915887348501661 0.00021607164952477213 -0.00021860891069454475 -0.00031772911378866869 -0.00057843898182118807 0.00099662048767883756 -0.00064287481703247475 0.00108622687041281 -0.0010375248465008193 0.00034145610918417404 -0.00029629338107774986
leaf_weight=0.0013392167835677418 0.0013242825706285535 0.0010738577681337338 0.0010540906615297265 0.0014900475334957966 0.0010859394519115986 0.0017738809912941633 0.001508600255306857 0.0011870207072366403 0.0013292797446098348 0.0016132518368721085 0.0012867432872951667 0.0026464049421792693 0.0033740943181221885 0.0011564556100616121 0.001221482342794288 0.0010576543324400936 0.0016502823985433557 0.0020794318936054879 0.0017966166951168816 0.00407084992940554 0.002156669878786488 0.0013951247485479712 0.0010314779298701282 0.0010677624486561399 0.00240609628016486 0.0013450865797040024 0.0022827402297025323 0.0017727690549889296 0.0016801401722474907 0.0010904238820241829
leaf_count=86 18 21 46 49 14 31 266 195 49 88 70 631 111 37 124 62 22 33 25 55 30 31 244 15 153 11 30 445 63 66
internal_value=0 -6.0964e-05 -9.0143e-05 -5.73647e-05 -9.1053e-05 -6.38127e-05 -0.000157809 -0.000195797 -0.00015975 -0.000104167 -5.67595e-05 -0.000578732 2.20483e-05 -8.92092e-05 -3.02927e-05 3.74365e-05 0.000104127 -5.85269e-05 0.000135062 0.000309382 0.000422421 0.000561729 0.000575416 0.000354229 0.000492444 0.000239668 0.000663505 -0.00058686 -9.62004e-05 -0.000842413
internal_weight=0 0.0500086 0.0489347 0.0476104 0.0461204 0.0450663 0.0367933 0.0357074 0.0345204 0.0319213 0.0303081 0.00397568 0.0263324 0.0206062 0.0194498 0.0182283 0.0171706 0.0127651 0.00934202 0.00754541 0.00572615 0.00546597 0.00440557 0.00827297 0.0072052 0.00479911 0.00443941 0.00342305 0.00302523 0.00259902
internal_count=3121 3035 3014 2996 2947 2901 2628 2614 2419 2087 1999 680 1319 1189 1152 1028 966 611 144 119 130 86 355 273 258 105 60 467 74 332
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=20
num_cat=0
split_feature=1374 457 484 11 12 147 4 3 160 50 1 42 13 16 49 12 4 0 16
split_gain=0.000205182 0.00027376 0.000272579 0.000181018 0.000222216 0.000350172 0.000279346 0.000317637 0.000278899 0.000386488 0.000186313 0.000208422 0.000403682 0.000212839 0.000241564 0.000308879 0.000290083 0.000336412 0.000198106
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.088215000000000002 0.12757000000000002 0.092780000000000015 0.27287000000000006 0.11296500000000002 -0.091944999999999985 0.041865000000000006 0.12082500000000002 0.092395000000000019 0.11596500000000001 0.15273500000000004 -0.006494999999999999 0.084100000000000022 -0.080364999999999978 -0.11991499999999998 0.5136400000000001
decision_type=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 5 6 8 -8 -4 10 11 12 13 14 -10 16 -16 -18 -12
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 18 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0017966536573175284 -0.0017519820889977924 0.0018964518760601525 -0.0015811795594712257 -0.0015013636319783821 0.0019223129780691476 -0.0022409851447585472 0.0031860491903123868 4.5461682088193155e-05 -0.00096205698016453556 0.0025597904536882486 -0.0023179599626015836 -0.0013653816334201943 0.0021570652270217557 -0.0013085503397692291 0.0032313775788522072 -0.00080306230574126976 0.0023792054868351795 -0.00077093420034442803 0.00014974977241305462
leaf_weight=0.0010111039911571132 0.0014236484005411545 0.0012612540435155131 0.0016192067260314405 0.0011255893468877778 0.0011114611652129893 0.0010212853368471988 0.0010271088943132325 0.0010805136036289298 0.0016778752329829087 0.0010427263124381811 0.0010716693600461022 0.0012122153839162495 0.0017728162627363995 0.0015742054714289466 0.0010646428003084907 0.0013478669342650296 0.0010196005663090091 0.0012146887552195703 0.0010561655524270464
leaf_count=55 482 104 332 100 68 34 158 84 167 275 28 225 72 209 47 545 54 68 14
internal_value=0 6.33198e-05 -3.96057e-05 7.62624e-05 0.000165434 6.15806e-05 0.000193831 0.00157597 7.97637e-06 0.000191062 1.23848e-06 0.000215184 0.000413286 2.19141e-05 0.000353066 0.000827932 0.00149432 0.000666608 -0.0010931
internal_weight=0 0.0237245 0.0224633 0.0210396 0.019914 0.0188026 0.0177813 0.00210762 0.0156737 0.0140545 0.0130117 0.0108839 0.0096717 0.00789888 0.00632467 0.0046468 0.00329893 0.00223429 0.00212783
internal_count=3121 3066 2962 2480 2380 2312 2278 242 2036 1704 1429 1387 1162 1090 881 714 169 122 42
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 1374 457 43 402 151 457 1429 1 2 1 151 44 50 16 0 4 15 133 3 12 0 4 48 0 52
split_gain=0.00162955 0.00126403 0.00176605 0.00122434 0.00124918 0.00111565 0.00108376 0.00100082 0.00102413 0.00103577 0.00109952 0.00116983 0.000999848 0.00100784 0.00168186 0.001285 0.00129269 0.00121597 0.00107409 0.00124461 0.00101335 0.000951747 0.00107773 0.00126278 0.00149155 0.00183918 0.00074818 0.000707953 0.000701189 0.000505507
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.097240000000000007 -0.15747999999999998 0.39192500000000002 -0.095989999999999978 -0.5225749999999999 -0.0029299999999999994 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.13075500000000004 0.056735000000000001 0.081805000000000017 0.096900000000000014 -0.16927999999999996 -0.033209999999999996 0.0045450000000000013 0.095175000000000023 0.10622000000000002 0.10732000000000001 0.092355000000000007 -0.084044999999999995 -0.49013999999999996 0.086910000000000015 -0.15350499999999997 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 3 4 -3 6 -6 8 -8 -10 -11 -12 21 14 18 16 17 27 -14 -20 -17 22 23 24 25 -13 -27 -15 -29 -28
right_child=1 2 -4 -5 5 -7 7 -9 9 10 11 12 13 15 -16 20 -18 -19 19 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.0014573991185622517 0.0014575543928363572 -0.0014572308472238617 -0.001350912151257123 0.001457366454904585 0.0011728821172281422 -0.0014086121832512671 -0.0014387531228242489 -0.0013449274725852783 -0.0013975159289413494 -0.0010780667442719472 -0.0010583837917710708 -0.0012109823742623505 0.00012404270717013361 0.0012501742724862243 0.0012383581522319566 -0.0014547836205740575 -0.000424109997606198 -0.00032711543705845047 -0.0014179465264141742 0.00040083111119543473 0.00038676992944006969 -0.0014571186843280249 -0.0010796534545647991 0.00095973019792167666 -0.001457050828258594 -0.00028959479238936897 0.00097456513550290311 0.00015094105699050385 0.0012618862139485499 -0.00017345945817582689
leaf_weight=0.0015176894364152807 0.0011277381927357047 0.0013631229965298522 0.0023013938817300064 0.0011221367449536493 0.00158429611511579 0.0012461452145089416 0.0010563530952838454 0.0012372062639993677 0.001084947508015687 0.0017945145429045786 0.0018310429448016299 0.0018507756857135595 0.0049153518629339041 0.0072866140281551139 0.0017382145658508827 0.0011895923053089055 0.0021156267131345876 0.0017906519931329976 0.0027975444751042753 0.0011176426895076457 0.0013585148630070876 0.0011184778892880934 0.0019381294449156714 0.0027636334489216105 0.0015692545092447227 0.0021869892600108187 0.0038929783039023478 0.0033708325464090194 0.0018775568332092263 0.0010293655952366976
leaf_count=86 9 17 99 21 32 29 206 110 46 183 143 438 43 282 35 18 36 40 374 17 26 155 138 14 183 20 200 31 56 34
internal_value=0 -7.06928e-05 -9.91662e-05 -4.9692e-05 -7.93061e-05 -4.56103e-05 -1.44429e-05 -4.99941e-05 -1.89904e-05 1.06386e-05 4.1482e-05 8.35661e-05 0.000129113 0.00028902 -7.15824e-05 0.000489717 0.000638915 0.000795904 -0.000329433 -0.000898752 -0.000472965 -0.000159979 -6.47253e-05 8.3252e-05 -0.000146796 8.26787e-05 0.000419458 0.00095633 0.00054837 0.000734489
internal_weight=0 0.0616566 0.0605289 0.0582275 0.0571054 0.0557423 0.0544961 0.0529118 0.0516746 0.0506183 0.0495333 0.0477388 0.0459077 0.0295581 0.0105688 0.0189894 0.0164413 0.0143257 0.00883054 0.00391519 0.00254811 0.0163496 0.0152311 0.013293 0.0105294 0.00896011 0.00710933 0.012535 0.00524839 0.00492234
internal_count=3121 3035 3026 2927 2906 2889 2860 2828 2718 2512 2466 2283 2140 958 469 489 445 409 434 391 44 1182 1027 889 875 692 254 369 87 234
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=31 39 42 376 43 1 42 50 15 34 42 43 16 160 12 159 1374 150 48 146 132 1374 457 2 2 16 16 52 13 52
split_gain=0.00164723 0.00139441 0.00145542 0.00128999 0.00101227 0.00133651 0.000998326 0.00108688 0.000980436 0.000830623 0.000804529 0.00108719 0.00115091 0.00102567 0.00103901 0.000781456 0.00079188 0.000893102 0.000767339 0.000681997 0.00067437 0.000631026 0.00074284 0.000622364 0.000573215 0.000570498 0.000905774 0.000819428 0.000710529 0.000686945
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.39192500000000002 0.11323000000000001 -0.0060199999999999993 0.10647500000000001 0.095175000000000023 -1.0000000180025095e-35 0.091735000000000025 -0.20207499999999998 0.22339500000000004 -0.091944999999999985 0.090455000000000021 0.10058000000000002 -0.094929999999999987 0.12155000000000001 0.14174500000000004 0.086030000000000009 0.081465000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14122000000000004 0.10731 -0.069144999999999984 -0.032969999999999992 0.084240000000000023 -0.029529999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 20 8 9 -8 11 -11 13 -13 15 16 17 -15 19 23 -4 -18 -23 -7 -12 27 -27 -24 -28 -30
right_child=1 -3 3 -5 -6 18 7 -9 -10 10 24 12 -14 14 -16 -17 21 -19 -20 -21 -22 22 25 -25 -26 26 28 -29 29 -31
leaf_value=0.0014288220919747247 -0.0014287485402590375 0.001428809967486322 -0.0012511821758051773 0.0010637120592547175 -0.0013643832418155481 0.00042806295054570004 -0.0010745114447012611 -0.0014284247786342482 -0.00097640978118751997 0.0010507545085088753 -0.0012596604465142157 -0.0010283320261931217 -0.00090831828956910337 -0.0014286065485667886 0.00078618505606058977 -0.0011483535310718746 0.0012932639252920927 0.0003113831557034357 -0.00060847752492084926 -0.00039179794387510393 2.2243272809844824e-05 -0.00073674107385122512 0.00095454884601964534 0.0013530345593260234 -0.00011289589321277453 -0.0011927766406313266 -0.00053775428936462936 -0.0004528722850208331 -5.3224823823972094e-06 0.0014285685189596032
leaf_weight=0.0015381278760973052 0.0016354409318353183 0.0012424592467965559 0.0028535249562029455 0.0020032311924893511 0.0012684768509547686 0.0077491400691691581 0.0014425139910656517 0.001261048695423205 0.0023172511188747072 0.0023316350568620683 0.0015372184546693637 0.0014585306625241037 0.0024055570645984395 0.0013113159252213799 0.0049101718422051013 0.0010607568205465148 0.0011021825894204093 0.0011122825620901722 0.0015633984737633009 0.0016391063068113007 0.0012073898898918856 0.0016153965687131242 0.0039139333206072886 0.0018355499553202037 0.0021096161464893015 0.0010748202938444251 0.001428494001461722 0.001075954553314773 0.0013744521683136668 0.0013522169551834044
leaf_count=86 18 21 550 49 115 232 27 213 251 17 202 139 172 36 54 43 8 11 20 10 137 94 135 81 70 19 134 114 47 16
internal_value=0 -6.83752e-05 -0.000100475 -6.19006e-05 -0.000103417 -7.32628e-05 -0.000201045 -0.000125703 -7.86782e-05 -1.48996e-05 3.41309e-05 0.000117647 3.12978e-05 0.000130475 0.000209706 3.73371e-05 0.000119215 -0.000630058 0.000329016 0.000459602 -0.000872568 0.000259578 0.000163314 0.000605203 -0.000596282 0.00030558 -2.40498e-05 0.000651071 0.000278266 0.000705777
internal_weight=0 0.0591931 0.0579506 0.0563152 0.0543119 0.0530435 0.0402563 0.0361953 0.0349343 0.032617 0.0311745 0.0275277 0.0251961 0.0227905 0.021332 0.0164218 0.015361 0.0024236 0.0127872 0.0112238 0.00406091 0.0129375 0.0118353 0.00958469 0.00364683 0.0102199 0.00522998 0.00498989 0.00415516 0.00272667
internal_count=3121 3035 3014 2996 2947 2832 2489 1802 1589 1338 1311 1039 1022 850 711 657 614 47 343 323 687 567 559 313 272 465 216 249 197 63
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=21
num_cat=0
split_feature=3 1374 457 484 39 42 131 132 133 484 15 1 0 51 49 42 15 16 2 2
split_gain=0.000198533 0.00016354 0.00025267 0.000352549 0.000187367 0.000296276 0.000202451 0.000298132 0.000373407 0.000350208 0.000277356 0.000314246 0.000372171 0.000223569 0.000204722 0.00018194 0.00014888 0.000177392 0.000120486 8.64206e-05
threshold=0.30112000000000005 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.11593500000000001 -0.12995999999999999 0.092225000000000015 0.080640000000000017 -0.038089999999999992 0.087235000000000021 -0.03241999999999999 0.084785000000000013 -0.091069999999999984 0.10027500000000002 -0.031119999999999998 0.085730000000000015 -0.10653 -0.45661999999999997 0.10097500000000002 0.092365000000000017
decision_type=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 -3 5 -5 7 8 -7 10 13 15 -13 14 -10 18 17 -16 19 -12
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 11 12 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.0018064485869378132 0.0018904604942051823 -0.002316418913867916 0.0018775631264063011 -0.0023782503141696809 0.001831253173210354 -0.0021117977518796691 -0.0017366736719187333 0.0021879008977513355 0.0022965244895207775 -0.0020693965268537957 0.00070444124524203587 0.0005156434487070164 -0.0030046800800969213 0.0029717031335702868 -0.00031500050590148473 -0.0011671354566210651 -0.0011212221203147821 0.0019350384812819158 -0.00021156892248374743 0.0022928417234571209
leaf_weight=0.0010226518882596727 0.0010065028816583768 0.0013250874436179219 0.0012731549408320211 0.001021035067327424 0.0010312757979642475 0.0014589084189047244 0.0011469038412506008 0.0012882301250587416 0.0012082204524883622 0.00118457611559153 0.0014398945939695443 0.0010146250412006452 0.0013288627496765848 0.0010243769152049609 0.0013732575051754736 0.0010350094234986562 0.0011091877268580783 0.0013131806142805402 0.0012705139351556483 0.0012056804826123813
leaf_count=52 132 476 94 127 47 455 265 121 83 181 161 35 279 55 46 219 145 93 28 27
internal_value=0 -9.36954e-05 -1.77127e-05 -0.000128508 1.32355e-05 -8.32959e-05 4.40436e-05 0.000162407 -1.01823e-06 0.000211248 0.000414028 -0.000160073 -0.00148054 0.00110873 0.000727349 0.000464939 0.00022785 0.00078486 0.000896291 0.00142833
internal_weight=0 0.0240746 0.023052 0.0217788 0.0204537 0.0194225 0.0184014 0.0172545 0.0159663 0.0145074 0.0133228 0.00729459 0.00234349 0.00602822 0.00500385 0.0049511 0.00379563 0.00268644 0.00391609 0.00264558
internal_count=3121 2989 2937 2843 2367 2320 2193 1928 1807 1352 1171 749 314 422 367 435 284 139 216 188
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=31 457 457 4 151 150 1456 15 15 48 48 2 50 403 11 15 403 15 133 3 42 4 3 51 43 42 1 12 160 15
split_gain=0.00189551 0.00100905 0.000948743 0.000908458 0.00128974 0.00101675 0.00084141 0.000840015 0.00119563 0.000909908 0.000817553 0.000707677 0.000754555 0.000638534 0.000691542 0.000789284 0.000617518 0.000679579 0.000719005 0.00110046 0.00055422 0.000726619 0.000546451 0.000743445 0.000506731 0.000477018 0.000370477 0.00054015 0.000369078 0.000365216
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 -0.27559499999999998 -0.091259999999999994 -1.0000000180025095e-35 -0.095869999999999983 -0.090644999999999989 0.093265000000000015 -0.064549999999999982 0.113445 0.11375500000000001 0.090990000000000015 1.0000000180025095e-35 -0.016799999999999995 -0.088999999999999982 0.095175000000000023 0.10622000000000002 0.10542000000000001 -0.092814999999999981 -0.083854999999999985 -0.11171999999999999 0.086310000000000012 -0.083269999999999997 0.091625000000000012 0.11551000000000002 0.12477500000000001 0.08325500000000001 -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=-1 -2 -3 5 -5 -4 -7 -8 28 13 -6 26 -13 14 15 25 -17 18 19 20 -18 24 -11 -24 -22 -10 29 -28 -9 -12
right_child=1 2 3 4 10 6 7 8 9 22 11 12 -14 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012940773228733292 0.00079328460273953212 -0.0010129176139158525 0.00083661643280729075 -0.0012757326686246369 0.0012937855192546972 -0.0012937957481251447 -0.00090352675780704063 -1.5345669338956574e-05 -0.0010401155483714182 0.00098937483406572307 -4.3592398837184408e-05 0.0010291945138089331 -0.00030798625062595093 -0.0012916955245037168 -0.0012145709377803968 -0.0010532028501002476 -0.00098519194315393067 -0.00080771022235210711 -0.00086052837904039743 0.00088096150509839506 0.00079252146007983471 -0.00054868165587886226 -0.0009700675158774971 0.0003627959536809258 -0.0001021124076458335 -0.00015936231987393078 0.00093698192607640787 -0.00024829399053551398 0.00098868747654348699 -0.00082628349202063921
leaf_weight=0.0013435167390030136 0.001473853393662238 0.0028863344872798171 0.001166474750320389 0.0011009657218892252 0.001023961911897687 0.0016470053370074558 0.0039916962972341699 0.0010365111137269336 0.003469608112451005 0.0010856381518351554 0.0021427900255446275 0.0021154313609148545 0.0010602234332282023 0.0014282978988697783 0.0016046030609899722 0.0012424865310789466 0.0010374232926420052 0.0019418740361789597 0.001367843444791462 0.0025130954406620276 0.0021477010540138508 0.0023260001886189537 0.0010413366474715238 0.0021390187465311072 0.0020914208900837325 0.0014631452549549451 0.0010507183508998708 0.0016601761835772777 0.0014986996745456338 0.001867153809030242
leaf_count=86 37 212 30 16 47 259 214 74 223 15 24 153 15 188 133 311 70 199 24 40 19 271 52 65 108 98 43 6 42 47
internal_value=0 -0.000262041 -0.000292451 -0.000249362 5.88108e-05 -0.000351589 -0.000391106 -0.000346628 -0.000271106 -0.000351151 0.000193355 7.94969e-05 0.000582764 -0.000454448 -0.000398054 -0.00033121 -0.000180664 -9.9912e-05 1.97777e-05 0.000138813 -0.000106511 3.23384e-05 0.000196898 -7.36205e-05 0.000351143 -0.000778868 -0.000158301 0.000211108 0.000578192 -0.000408038
internal_weight=0 0.0526215 0.0511476 0.0482613 0.0120214 0.0362399 0.0350734 0.0334264 0.0294347 0.0268995 0.0109205 0.00989649 0.00317565 0.0226335 0.0212052 0.0196006 0.0146678 0.0134254 0.0114835 0.0101156 0.00760255 0.00656512 0.00426599 0.00318036 0.00423912 0.00493275 0.00672084 0.00271089 0.00253521 0.00400994
internal_count=3121 3035 2998 2786 351 2435 2405 2146 1932 1816 335 288 168 1684 1496 1363 1042 731 532 508 468 398 132 117 127 321 120 49 116 71
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 156 1373 150 447 2 15 43 43 11 157 49 13 15 3 159 13 0 52 16 0 160 16 12 2
split_gain=0.00185967 0.00156198 0.00149682 0.00167385 0.00142125 0.00131259 0.00109252 0.00106623 0.00103743 0.00101762 0.00203332 0.0010156 0.00091807 0.00126911 0.00108157 0.000894865 0.00110535 0.00108006 0.000996842 0.000869471 0.00111839 0.00138386 0.000877926 0.000632662 0.000619295 0.00106568 0.000611721 0.000563925 0.00047858 0.00068858
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 0.099250000000000019 0.083095000000000016 0.089095000000000021 0.088930000000000023 -0.47006499999999996 -0.070064999999999975 -0.00067499999999999993 0.080455000000000013 -0.073574999999999988 0.093655000000000002 -0.117405 -0.024814999999999997 -0.14847999999999997 0.091005000000000016 -0.0087749999999999981 -0.10474999999999998 -0.082554999999999976 -0.069894999999999985 -0.18901999999999997 -0.082869999999999985 0.15891500000000003 0.095330000000000012 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=-1 2 -2 4 -4 6 -6 8 11 10 -10 -8 14 -14 19 23 17 28 24 -13 21 26 -23 -15 25 -18 -21 -24 29 -17
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 12 13 15 -16 16 18 -19 -20 20 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013733678420507988 0.0013735644098493319 0.0013734226665478816 -0.001373217730061712 -0.0013040080578531328 -0.0013729470530328938 0.0010319481955301029 0.0011649493167635719 -0.0013731444770887537 -0.00095020523911231445 0.0013116619260204105 0.00054110905710989495 0.00094604392821782577 -0.0013148911169666947 -0.000296211459076393 -0.0011450886102129518 -0.00049934343553293087 -0.00061431580929927196 -0.00083293006526831631 0.0013432658092006047 -0.00036101131783720735 -0.0012828173247486424 0.00053343500631473884 -0.0013446009416439694 0.0011159036586894141 -0.00086851832127219362 0.0011401442464996745 0.00081525150703873231 -0.00013998623416187572 -0.00047033805574175859 0.00088414169452208412
leaf_weight=0.0017359397783316402 0.0012710793380392707 0.0013862838566751625 0.0015735061761148464 0.0022114168679649984 0.0012248769638247827 0.0020354383489653563 0.0011040567845732588 0.0011419800025791451 0.0023105004601848833 0.0017267970854959467 0.0067783516455754977 0.0024607595923669132 0.0022626532199812024 0.0010075022393820632 0.0012141845335236221 0.0011218490801194721 0.0012832185213937919 0.0086871006383546535 0.0011431990730557109 0.0010033248678862367 0.0010804508835349233 0.0012976748887467693 0.0016804657296436406 0.0014711296418852262 0.0013461833548173985 0.0013276199996816729 0.0049171208339764414 0.0012983545472042834 0.0027050489960345203 0.0017139653000981525
leaf_count=86 9 21 17 99 159 49 58 20 128 53 153 20 604 41 26 20 15 528 10 165 120 13 197 34 51 53 277 38 24 33
internal_value=0 -6.73997e-05 -0.000100469 -0.000132156 -8.6626e-05 -5.00463e-05 -9.13594e-05 -6.12196e-05 -3.18095e-05 0.00034555 0.000161998 -0.000133524 -0.000170262 -0.000336233 9.69088e-05 -0.000234689 -0.00033428 -0.000530844 0.000214072 0.000206677 4.53452e-05 0.000186075 -0.000408999 0.000541914 -0.000112157 0.000277833 0.000615913 -0.000819555 -5.72271e-05 0.000336835
internal_weight=0 0.0617861 0.0603998 0.0591287 0.0569173 0.0553438 0.0533084 0.0520835 0.0509415 0.0108156 0.00908885 0.0401259 0.0390218 0.0240695 0.0149523 0.0218068 0.0193282 0.014228 0.00510022 0.0137382 0.0112774 0.0101969 0.0042765 0.00247863 0.00395702 0.00261084 0.00592045 0.00297882 0.00554086 0.00283581
internal_count=3121 3035 3014 3005 2906 2889 2840 2681 2661 334 281 2327 2269 1413 856 809 734 605 129 830 810 690 248 75 119 68 442 235 77 53
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 2 133 50 151 1348 15 11 1374 39 3 159 3 15 0 0 3 43 43 47 2 131 16 0 1374
split_gain=0.00196123 0.00131251 0.00173892 0.00123954 0.00157179 0.00144865 0.00112617 0.00115877 0.00112936 0.00117063 0.00151127 0.00124586 0.00122711 0.00116619 0.00114735 0.00134693 0.00115456 0.00110549 0.00139343 0.00116879 0.00174074 0.00108438 0.00176334 0.000969396 0.00142669 0.000774649 0.000603013 0.000552201 0.00088758 0.000506074
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 0.14517000000000005 -0.5225749999999999 0.090205000000000021 -0.24436499999999997 0.087925000000000017 0.093235000000000012 0.08845500000000002 0.30112000000000005 0.10395500000000001 -0.12018999999999998 -1.0000000180025095e-35 -0.10607499999999999 -0.08824499999999999 0.10732000000000001 -0.074359999999999996 -0.066504999999999995 0.093140000000000014 0.086950000000000013 0.08844500000000001 -0.13941499999999998 -0.12333499999999999 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 8 9 -6 11 27 13 14 15 16 17 18 -13 23 -21 22 25 -19 29 26 -22 -11 -29 -25
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0011956201918303939 0.0011956918667573604 -0.0011955031468133006 -0.0011085924664090015 0.0011955189223624299 -0.001172937842083602 0.00094197213498638927 0.0011909490390964116 -0.0011455403387057343 -0.0011953226599043252 0.0011687388808394364 0.0011919285224410371 0.0010469962315577937 -0.0011952904757304714 -0.0011925464608551763 -0.00068169647139153288 0.0011952652380141631 -0.0011465571100036111 0.00076817099053551948 3.9644531904443378e-05 -0.0011952920779119893 0.00084048232533966019 0.000609637238510289 -0.0011952435621727883 -0.00036023894712658211 -0.001084962086063715 -0.00051528505894773383 -0.00019104689446717879 -0.0004815020170887148 0.00082458083740590753 0.0002978075378000864
leaf_weight=0.0018549614465506173 0.0011836784433398853 0.0016917409140475561 0.0022403573898870368 0.0011447904351626894 0.0012520301021368132 0.0021239243560451362 0.0010031002068444641 0.0014381847249405047 0.0012188845012737195 0.0014471889559715123 0.0014677751510134831 0.0030686255646514837 0.0014134439286976877 0.0012682854214247632 0.003524290423627007 0.0013685027279564102 0.0012386788743312662 0.0028515207009078827 0.0054361863624592249 0.0027495291126777696 0.0019092976969012927 0.0022460483618544922 0.0023631883537334353 0.0021295305996318356 0.0015296758593486013 0.0021710165640396184 0.0014053143903112186 0.0012881925322290044 0.0017568043115545598 0.0077254482560675649
leaf_count=86 9 17 99 21 44 49 47 356 30 86 29 47 70 33 77 48 141 62 80 355 64 29 672 14 24 259 103 15 45 110
internal_value=0 -5.1074e-05 -7.46971e-05 -3.62403e-05 -6.01055e-05 -2.6639e-05 -6.38604e-05 -8.70547e-05 -5.82394e-05 -3.1385e-05 -3.00331e-06 -3.8877e-05 -9.95633e-05 -6.35335e-05 -2.9209e-05 3.10006e-05 -1.22673e-05 2.72157e-05 0.000403108 -9.08353e-05 -0.000352235 -0.000122612 -0.000332156 0.000145009 -1.10749e-05 3.96596e-05 0.000403139 0.000560918 0.00027204 0.000155612
internal_weight=0 0.0636552 0.0624716 0.0602312 0.0590864 0.0573947 0.0552707 0.0542676 0.0528295 0.0516106 0.0503585 0.0488908 0.0443986 0.0429851 0.0417169 0.0381926 0.0368241 0.0355854 0.00850481 0.0270806 0.0128444 0.0100949 0.00784882 0.0142362 0.0113847 0.00548563 0.00331461 0.00449219 0.003045 0.00985498
internal_count=3121 3035 3026 2927 2906 2889 2840 2793 2437 2407 2363 2334 2188 2118 2085 2008 1960 1819 127 1692 1482 1127 1098 210 148 426 167 146 60 124
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 1374 150 2 151 1 47 47 47 12 3 49 52 160 160 13 43 43 51 151 0 1375 52 15 4
split_gain=0.00179023 0.00140777 0.00131788 0.00158628 0.0013007 0.00144144 0.000969888 0.0010888 0.000951902 0.00109202 0.000934025 0.000972746 0.000957731 0.000859703 0.000839902 0.000785172 0.00113597 0.00122333 0.000842002 0.000974941 0.00127293 0.000919991 0.000984262 0.000643367 0.000623273 0.000613642 0.000608953 0.000690905 0.000495517 0.000453485
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 0.097240000000000007 0.083095000000000016 0.090675000000000019 -0.024429999999999997 0.111945 0.085770000000000027 0.11069000000000002 0.13148500000000005 0.10832500000000002 -0.15447499999999995 0.0034800000000000005 0.10744000000000002 -0.091944999999999985 -0.081639999999999976 -0.084034999999999985 -0.052894999999999991 0.05259500000000001 0.13705500000000001 -0.083274999999999988 -0.23001499999999997 -0.42382999999999993 -0.088614999999999985 0.091475000000000015 -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 -2 4 -4 6 7 10 9 24 14 23 -13 -14 15 16 17 29 -17 -20 21 -21 -23 -12 -9 -22 -10 -28 -27 -6
right_child=1 -3 3 -5 5 -7 -8 8 26 -11 11 12 13 -15 -16 18 -18 -19 19 20 25 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0014007404065133123 -0.001400661204476625 0.0014007898236418849 0.0014008955970234486 0.001136461980673727 -0.0013489980219038968 -0.0013038005413614131 -0.0013703830867025407 -0.0005174039277428045 -0.00033926549044447951 -0.0014004527396485793 0.00078759297376920128 -0.0012408049290272335 0.00070498596006056077 -0.00051157251967544489 -0.0013438828097937761 -0.0011789217932528493 0.0013131494655713313 0.0010945798967758359 0.00075642262490437616 0.00076620224600110177 0.00011005633627348015 -0.00089687322485361182 0.00029349893796823975 -0.0004426540755325925 0.0007966066640909741 -0.0010069289285174429 -6.4220621266282456e-05 0.0011231561152610094 -0.00012057891416934588 -0.00013278957421221827
leaf_weight=0.0016358955342266049 0.0015236942900855857 0.0012259321012493265 0.0010723603090809766 0.0020237443446582395 0.0011878617598881647 0.0020651450272524121 0.0011711171171810966 0.0012310870218694703 0.0010097392520265203 0.0011006017571624227 0.0046153779443294241 0.001439144066011977 0.0021797554340849956 0.0023856613478869804 0.0014994099149001619 0.0023103901190890666 0.0013893354939682467 0.0010232204685394208 0.0016168919853258848 0.0024019343919174929 0.0015299991526376193 0.0026018939615006752 0.0028584343460789086 0.0010172622003778997 0.0016653852078860609 0.0070973208313036759 0.0012535029373452744 0.0041171503073300642 0.0014978221128778557 0.0012171932139892682
leaf_count=86 18 21 9 49 68 98 28 77 6 50 162 35 47 39 171 304 12 7 91 143 24 188 88 11 35 838 31 140 228 17
internal_value=0 -8.42048e-05 -0.000115537 -8.09284e-05 -0.000126088 -0.000156705 -0.000110633 -8.12713e-05 0.000322765 -0.000213069 -0.000186438 0.000147398 -0.00024472 6.92726e-05 -0.000324046 -0.000266843 0.000245007 -0.000187866 -0.000379366 -0.000285137 -0.000378763 4.39754e-05 -0.000273724 0.000565409 0.000238113 -0.000707024 0.000658444 0.000846024 -0.00085247 -0.000733478
internal_weight=0 0.0593284 0.0581024 0.0565787 0.054555 0.0534826 0.0514175 0.0502464 0.0103775 0.00399707 0.0398689 0.0116372 0.00600456 0.00456542 0.0282317 0.0267323 0.00481761 0.00342828 0.0219147 0.0196043 0.0179874 0.00786226 0.00546033 0.00563264 0.00289647 0.0101251 0.00638039 0.00537065 0.00859514 0.00240505
internal_count=3121 3035 3014 2996 2947 2938 2840 2812 339 162 2473 294 121 86 2179 2008 104 92 1904 1600 1509 419 276 173 112 1090 177 171 1066 85
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=20
num_cat=0
split_feature=1213 44 1 47 12 4 0 0 160 1 16 14 43 0 160 43 4 43 1
split_gain=0.000262949 0.000197485 0.000222776 0.000323012 0.000371134 0.000329233 0.000277649 0.000355848 0.000323398 0.000260925 0.000270717 0.000286365 0.000246077 0.000243246 0.000214854 0.000211406 0.000312242 0.000209799 0.0001238
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.094385000000000011 0.092530000000000015 -0.040564999999999997 -0.033174999999999989 -0.059114999999999994 -0.10607499999999999 0.086325000000000013 0.10723500000000001 -0.5315899999999999 -0.42214499999999994 -0.15582499999999996 -0.062294999999999996 -1.0000000180025095e-35 0.070450000000000013 -0.39518999999999993 -0.0065949999999999993 0.11588000000000001
decision_type=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 7 8 14 -7 -11 -12 -8 18 -2 -14 -17 -13 -5
right_child=1 -3 3 13 5 9 12 -9 -10 10 11 17 15 -15 -16 16 -18 -19 -20
leaf_value=-0.0019166729630083887 -0.00076296229078048872 -0.0014745008111800015 0.0029607264644215731 -0.0019698382546933738 -0.0012270900479865103 0.0022417667739092735 0.0015782208176552408 -0.0021695192309872948 -0.001919017491622138 -0.001003630710226784 -0.0007172587834090551 0.00023559009191854966 -0.0013161399624965504 0.00074085663330048781 0.0014738597078701528 0.0020176161716062152 -0.00081939062267672011 0.0024084388141198819 -0.00023695628599735554
leaf_weight=0.0010261357264310647 0.0010479125917619569 0.0011746602575186662 0.0010746018602789684 0.0013438720641651969 0.0012423755249262331 0.0016179237570099741 0.0016365603685954966 0.0019722250775708883 0.0010745179527020809 0.0013159799823085922 0.0010319777621319321 0.0010052500766732936 0.0014743762178617299 0.0015344514742565716 0.001539359319743026 0.0010807785480437815 0.0011763347943656299 0.0018013044288585026 0.0010793437135347972
leaf_count=491 83 60 248 71 187 61 29 1284 57 28 32 56 133 36 63 16 36 94 56
internal_value=0 5.10502e-05 0.000125565 0.000462337 0.000857955 0.000576022 -0.000273806 -0.000864662 -0.000161871 0.000906795 0.000487768 0.00099907 0.000346324 -0.000446263 0.000567888 -0.000193962 0.00053906 0.00163017 -0.00119798
internal_weight=0 0.0252238 0.0240491 0.0130471 0.00908941 0.00801481 0.0110021 0.00563401 0.00366179 0.00677244 0.00515451 0.00383853 0.00536805 0.00395767 0.00258727 0.00373149 0.00225711 0.00280655 0.00242322
internal_count=3121 2630 2570 869 706 458 1701 1487 203 271 210 182 214 163 146 185 52 150 127
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 156 151 1348 4 11 150 160 160 13 13 49 1 2 2 457 131 13 49 43 12 105 51 3 1373
split_gain=0.00210691 0.00169738 0.00177546 0.00161132 0.0015395 0.00118114 0.000998024 0.00102166 0.00140256 0.00102219 0.00108138 0.000874448 0.00100012 0.000973229 0.00103559 0.00136557 0.00118113 0.000989677 0.00132039 0.000893949 0.00073792 0.000978324 0.000830261 0.000945748 0.000734857 0.000687955 0.000632674 0.000749242 0.000637902 0.000626628
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.080455000000000013 -0.22665999999999997 -0.091944999999999985 -0.081069999999999989 -0.084034999999999985 -0.53104499999999988 0.10542000000000001 0.090475000000000014 0.10327000000000001 0.097845000000000015 0.080930000000000016 0.10258000000000002 0.24813000000000004 -0.081919999999999979 1.0000000180025095e-35 0.084100000000000022 1.0000000180025095e-35 0.11144500000000002 0.11924500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 11 -9 -13 -14 15 -15 20 18 19 25 21 22 23 -16 -19 -17 27 28 -11 -22
right_child=1 -3 3 -5 5 -7 7 8 -10 26 -12 12 13 14 16 17 -18 24 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013202010924730264 0.0013204132799960343 0.0013201839422331367 -0.0013199596925298916 -0.0012429658533186982 -0.0013196226789372273 0.00096446318910113214 -0.0013022252414916697 0.0011170333648132162 0.0013146346438697078 0.0010323400744203747 -0.0013196319007898383 -0.00090168795923171747 0.00072462718002309716 -0.0010493412849033271 2.868438032406719e-05 0.00046846420988748964 0.0006606821924466876 0.0013056131416208489 -0.0013197997351152237 0.0010087865141317858 -0.00079739630009966194 0.00060818884069628587 0.00021138803152280286 -0.00093173740502507183 9.8732713756700691e-06 -0.00082168410706145512 -0.00058422123745637455 -0.00035260180131293123 5.8705893638075771e-05 0.00031544728726371374
leaf_weight=0.0020449074373498624 0.0015412643570016362 0.0015530749542875802 0.0016682252318247484 0.0021226790885506821 0.0010914306132683285 0.001991237039337789 0.0010998808751025982 0.0010031031881680965 0.0013411250191239779 0.0038761710701020746 0.0013061560876082004 0.0027230444770491849 0.002484121296265406 0.0013338013432075977 0.0021750241839342275 0.0015246648596711765 0.0020364660223037836 0.002546770683863997 0.0010238069972814401 0.0019908502078962442 0.0011543036109742388 0.0011930594717846086 0.0017549121810773735 0.0099627600894316437 0.0010875653056530155 0.0013630610237047591 0.0010332639282921718 0.001366572953713785 0.0016793247736615058 0.0037215860221451172
leaf_count=86 9 21 17 99 159 49 45 13 30 156 85 334 135 9 36 79 107 68 28 20 12 141 36 911 21 235 14 13 63 90
internal_value=0 -4.15629e-05 -7.72898e-05 -0.000114654 -7.15251e-05 -3.28598e-05 -7.1144e-05 -4.43107e-05 -1.64622e-05 -5.33913e-05 -0.000138555 -9.90794e-05 -0.000131118 -7.17647e-05 -0.000131954 0.000201241 -0.000296604 0.000376146 4.25875e-05 0.000328495 -0.000394265 -0.000538502 -0.000636976 -0.000759635 0.000917866 -0.00014051 0.000378941 0.000522713 0.000738028 5.1996e-05
internal_weight=0 0.0607493 0.0591962 0.057655 0.0555323 0.0538641 0.0518728 0.0507814 0.0496815 0.0483404 0.0403851 0.0390789 0.0380758 0.0353528 0.0328686 0.0108705 0.0219981 0.00953672 0.00590238 0.00487858 0.0199616 0.0150858 0.0138927 0.0121378 0.00363434 0.00288773 0.00795533 0.00692207 0.0055555 0.00487589
internal_count=3121 3035 3014 3005 2906 2889 2840 2681 2636 2606 2360 2275 2262 1928 1793 460 1333 451 362 334 1226 1124 983 947 89 314 246 232 219 102
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=21
num_cat=0
split_feature=1213 1374 150 457 15 132 130 49 52 484 42 52 123 1 49 160 47 1 3 49
split_gain=0.000224365 0.000191363 0.000244112 0.00032007 0.000461889 0.000260497 0.000278282 0.00041949 0.00034143 0.000231889 0.000256826 0.000230641 0.000209847 0.000294078 0.000623774 0.000287626 0.00024439 0.000296846 0.000240551 0.000192767
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.081835000000000019 0.091015000000000013 -0.03241999999999999 0.081465000000000024 -1.0000000180025095e-35 -0.006494999999999999 -0.40306999999999998 -0.0068949999999999992 0.093775000000000011 -0.081429999999999989 0.087590000000000015 0.111945 0.005085000000000001 -0.080719999999999986 0.092710000000000015 0.094825000000000007 0.076840000000000006 -0.18481499999999998
decision_type=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 11 6 -3 19 -9 -10 12 -4 13 15 -15 -11 17 18 -17 -8
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0018117985538254559 -0.0015526552922599586 -0.0021065279642189217 0.002521406078963243 0.0028354547400111798 -0.0018002298773408217 0.0014489442817073397 -0.00052907414415471869 -0.0019353712846436144 -0.0013616736009306118 -0.0012430609642543802 -0.001113153134244886 0.00029487845066663481 -0.00095431343703999201 0.003885329555118102 9.4627734806602298e-05 -0.00039841500341445291 -0.00077948610084558592 0.0027993076910659801 0.0016720865426687601 -0.0029173587117796904
leaf_weight=0.0010180608901446666 0.0010781723429111869 0.0011002849394398098 0.0011733783665093256 0.0010135353118876367 0.0010662323032608603 0.0015481575637861225 0.0010101855431052797 0.0010994105400012827 0.0011352140082411264 0.0012550570983171933 0.0013654037961496899 0.0017523430997210543 0.0010741939447731505 0.0012964086345661485 0.0013269077786617345 0.0017514053854959018 0.0011719762375899112 0.0012812453877053542 0.001642552397939312 0.0010320842003150857
leaf_count=491 55 187 83 63 98 222 45 237 313 218 275 110 51 62 42 270 49 53 18 179
internal_value=0 4.93058e-05 0.000120985 0.000884961 0.000389741 -7.93275e-05 -0.000214202 -8.7569e-05 0.000146225 0.00031829 0.000475059 0.00118784 0.000675856 0.000855909 0.00196794 0.000445163 0.000807529 0.00120536 0.000603633 -0.00173602
internal_weight=0 0.0251741 0.024096 0.00500549 0.00399195 0.0190905 0.0175423 0.016442 0.0143998 0.0133004 0.0121652 0.00292572 0.0107997 0.00972555 0.00262332 0.00710224 0.00584718 0.0046752 0.00339396 0.00204227
internal_count=3121 2630 2575 354 291 2221 1999 1812 1588 1351 1038 193 763 712 104 608 390 341 288 224
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=31 45 39 14 42 457 457 151 151 4 2 13 0 15 15 1 1456 11 43 160 4 403 160 52 0 0 1 0 47 51
split_gain=0.00187249 0.0016812 0.00163122 0.0013075 0.001183 0.00108089 0.00121151 0.000950792 0.00127649 0.00129078 0.00124608 0.00129942 0.0012232 0.00112456 0.00101116 0.000928157 0.00088311 0.000860924 0.000888739 0.000985284 0.00107352 0.00076074 0.00117975 0.000846945 0.0011019 0.000756645 0.000797941 0.000725762 0.000710363 0.000629073
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.16946000000000003 0.062655000000000016 -0.26584999999999998 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 -1.0000000180025095e-35 0.24564500000000003 0.098035000000000011 0.073000000000000023 -0.15350499999999997 -0.090644999999999989 -0.095869999999999983 0.122185 -1.0000000180025095e-35 0.079915000000000014 -0.52440999999999993 -0.090969999999999981 -0.51843499999999987 -0.088999999999999982 -0.075414999999999982 0.083680000000000018 -0.10607499999999999 -0.11756999999999999 0.10781 -0.055064999999999996 0.099265000000000006 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=-1 -2 3 4 -3 -6 -7 -8 10 14 11 13 -11 -9 -10 25 -16 18 -18 -20 -21 -22 -23 24 -24 -14 -27 -26 -29 -25
right_child=1 2 -4 -5 5 6 7 8 9 12 -12 -13 15 -15 16 -17 17 -19 19 20 21 22 23 29 27 26 -28 28 -30 -31
leaf_value=0.0012193695566659454 0.0012196464157559011 -0.0012194756119231281 0.0012194008604012952 -0.0011658474448671366 0.00075374997603804743 -0.00099628632820380342 -0.0011065816028965427 0.00034626559046350459 -0.0010112783691955695 0.0011518210770900769 0.0010189388490176204 0.0010458222948205921 -0.0009012883373720991 -0.00080432424590042571 -0.0012191889919900513 0.00075451148517015917 0.00078761854112792992 -0.0012191683447197246 -0.0011795389194562322 -0.0011812368895460193 -0.0009342080886480395 0.00097092982353712439 0.00018530105593451843 4.0313967778493633e-05 -0.0011300832878804374 -0.00067615342780869795 0.0004740968344777153 -0.00069666406739054816 0.0003737747245262638 0.0010878490501209368
leaf_weight=0.0013104747531453844 0.0011301288350296082 0.0018835495705502572 0.0010575887971526745 0.0025278036085012437 0.0015893563094913068 0.0031779704207144368 0.0017344920477739825 0.0022054251506560263 0.0035573635729466693 0.0014520523978731603 0.0022361502107273168 0.0013134960852703159 0.0020174602076679093 0.0029522723261905526 0.0015296223998175753 0.0015834213842023104 0.0012517661743913734 0.0013324343853042811 0.0016337294433674812 0.0015275111592245481 0.0015694928935534582 0.001540432086017062 0.0036375935170553783 0.0050561168355667254 0.0027439190113014286 0.0014724029988713028 0.0022905450715597908 0.0025980231534177712 0.0014275569988626557 0.0010245962474186854
leaf_count=86 9 17 21 99 34 207 61 47 182 50 115 22 38 110 215 109 10 89 201 29 325 76 34 327 420 23 47 82 16 20
internal_value=0 -0.000253392 -0.000281172 -0.000308131 -0.000269648 -0.000236794 -0.000266574 -0.000219902 -0.000187831 -0.000281516 0.00023443 -3.66606e-05 0.000129229 -0.000312333 -0.000400512 -7.24126e-05 -0.00031966 -0.000265368 -0.000212438 -0.000267442 -0.000196905 -0.000120183 -4.93161e-05 -0.000144636 -0.000355832 -0.000298931 2.40157e-05 -0.000646609 -0.000317064 0.000216823
internal_weight=0 0.0610543 0.0599241 0.0588666 0.0563388 0.0544552 0.0528658 0.0496879 0.0479534 0.039246 0.00870734 0.00647119 0.00881588 0.0051577 0.0304302 0.00736383 0.0268728 0.0253432 0.0240107 0.022759 0.0211252 0.0195977 0.0180282 0.0164878 0.0104071 0.00578041 0.00376295 0.0067695 0.00402558 0.00608071
internal_count=3121 3035 3026 3005 2906 2889 2855 2648 2587 2293 294 179 267 157 2026 217 1844 1629 1540 1530 1329 1300 975 899 552 108 70 518 98 347
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=31 151 39 42 376 150 2 45 14 133 43 4 14 3 14 34 158 483 156 401 49 160 48 160 13 49 16 43 13 49
split_gain=0.00229032 0.00154271 0.00146508 0.00157748 0.001664 0.00149419 0.00132681 0.0012984 0.00210522 0.00133048 0.00125869 0.00112439 0.00130866 0.00234746 0.00122726 0.00161737 0.00114589 0.00116499 0.00105881 0.000998735 0.000951665 0.00116805 0.00122503 0.00102418 0.0014997 0.00132522 0.00172554 0.0011619 0.00115133 0.00107796
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.22665999999999997 0.17025000000000004 -0.080359999999999987 0.062655000000000016 0.11269500000000002 0.39192500000000002 0.27834500000000006 -0.10708499999999999 0.30112000000000005 -0.46885499999999997 -0.112215 0.084765000000000021 1.0000000180025095e-35 0.10499000000000001 0.083100000000000021 0.0093850000000000027 -0.091944999999999985 0.12737000000000001 -0.081969999999999987 -0.084034999999999985 -0.023059999999999997 0.41553500000000004 -0.035139999999999991 0.066795000000000007 -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 -3 5 -5 7 -7 9 10 11 12 -9 16 -13 -16 17 18 19 20 21 -14 23 -23 27 28 -27 -25 29 -26
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 14 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0013465342364310528 -0.0013204589556979325 -0.0013463279366840251 0.0013464983578545997 0.0010667244365730063 0.0010344803531650579 0.0013467028549167185 0.0013389672778231993 -0.0012758764391055119 -0.0013464904376357383 -0.0012826030234516083 -0.0013326231694895361 -0.00051422491318528789 -0.0011562727904702091 0.0013461282694606886 -0.00080775921552254405 0.00094223852972670301 -0.0011829356459463806 -0.0013460393967739054 -0.0013461012314353032 -0.0012037625045813025 0.0005605601418947223 0.00090664531973473964 -0.001346627972493699 0.001003050887693163 -0.00053980913574340364 -0.00073737208255662075 0.0006126569918398501 1.4892988601676468e-05 0.0010014021153119375 0.00064256264361724062
leaf_weight=0.0021385772449082898 0.0017349616944173354 0.0016931150606040992 0.0013621302331898724 0.0020260476003386421 0.0025559082769639465 0.0010581567548797457 0.0011302386793161636 0.001721860063469193 0.0025841663972130382 0.0016934999984430368 0.0014026030285592119 0.0020936439269689799 0.0016968729780240102 0.0019987509404586481 0.0011413073580115451 0.0059156106533357899 0.0018460922712089092 0.0013182825965190039 0.0011302965926649469 0.001262996218429179 0.0050059236509127905 0.0022885677561532694 0.0011989545105279822 0.0037603390194007602 0.0039308816255427814 0.010160528740678743 0.0020634211250012422 0.0050512149884784918 0.0022801684517617105 0.0021668230688192125
leaf_count=86 47 18 21 23 48 3 50 33 95 355 104 34 140 45 8 167 203 231 113 207 200 61 12 77 73 470 34 135 13 15
internal_value=0 -6.59881e-05 -3.63919e-05 -6.24902e-05 -3.16504e-05 -7.17658e-05 -0.000106767 -0.000131995 -0.000156554 -0.00010625 -7.27317e-05 -4.22811e-05 -0.00012334 -8.12596e-05 0.000390731 0.000659213 -0.000144433 -0.000100172 -6.10643e-05 -2.55226e-05 1.20525e-05 -6.73106e-05 -1.11471e-05 3.93603e-05 -2.81206e-05 -0.000226881 -0.000509485 0.00043659 0.00018546 -0.000119653
internal_weight=0 0.0752734 0.0735384 0.0721763 0.0704832 0.0679272 0.0659012 0.064771 0.0637128 0.0611286 0.0594351 0.0580325 0.048882 0.0471601 0.00915056 0.00705692 0.0451614 0.0433153 0.041997 0.0408667 0.0396037 0.0345978 0.0329009 0.0317019 0.0294134 0.0206018 0.0122239 0.00881155 0.00837787 0.0060977
internal_count=3121 3035 2988 2967 2949 2901 2878 2828 2825 2730 2375 2271 2062 2029 209 175 1984 1781 1550 1437 1230 1030 890 878 817 605 504 212 101 88
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 1348 156 15 43 123 13 13 403 1374 49 43 150 474 131 2 0 12 0 42 1 48 42 43 16
split_gain=0.00186988 0.00150399 0.00159393 0.00138628 0.00157721 0.00117277 0.00137555 0.00107104 0.0011962 0.000999041 0.00135214 0.00103891 0.00177345 0.0010066 0.000955262 0.000870727 0.00112315 0.00101111 0.00132265 0.000984096 0.000976608 0.00082662 0.00175553 0.00155038 0.000884553 0.000797353 0.000674774 0.000674045 0.00108606 0.000578964
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 -0.47006499999999996 0.39192500000000002 0.091310000000000016 -0.53104499999999988 -0.10664 -0.088999999999999982 0.093235000000000012 0.10299000000000001 -0.06984499999999999 0.083095000000000016 0.084660000000000027 0.10258000000000002 0.089885000000000007 -0.10474999999999998 0.09334000000000002 -0.08824499999999999 -1.0000000180025095e-35 0.10752500000000002 0.12370000000000002 0.086665000000000006 -0.45785999999999999 -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=-1 -2 3 4 -3 -6 7 -7 -9 10 11 -10 25 -14 15 16 19 18 -18 21 -19 29 23 -23 -25 -13 -17 -26 -29 -15
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12 12 13 14 -16 26 17 20 -20 -21 -22 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.001546681550730834 0.0015470060319496886 -0.0015464996442176506 -0.0014280541948188542 0.0015465375520273587 -0.0015015822101759981 -0.0015461504394823162 0.0015383567160455805 0.0015461767948020133 -0.0012652152138891743 -0.0014360153821472617 0.0011907081856101162 0.00028243416392325033 -0.0015343102895289411 0.0001484784912715116 -0.0014994305043731959 0.0012332638126695572 -0.00095931542706676821 -0.00084050461886379479 0.00047981320573718477 0.0012857247868442994 0.00048666181748361985 -0.0015455334499433029 -0.0015404737057382451 -0.0007499218730032867 0.0012312945297320453 0.0013051039652582487 -0.00013608231907584158 0.001193255335019142 -0.0006708762245206055 0.0015162473781488808
leaf_weight=0.0017414032474700738 0.0013332104635992428 0.0017482340634842322 0.0021262450548817915 0.0012480852671501444 0.0013089885380672675 0.0011334598736922876 0.0013199812221671428 0.0011302713416263535 0.0017074466472877239 0.0012340532559456099 0.0020857732537038478 0.0058516215729191856 0.0012692571356600615 0.0018088929025026346 0.0011844852959299592 0.0019959663973390098 0.0091381720014669376 0.0019413656243383306 0.0018326600912672584 0.0016093246990358532 0.0041766549138628761 0.0011654860784027247 0.0019175910561450857 0.001334170631238865 0.0025804515006093657 0.0026465909718069724 0.0015116202771423559 0.001342355119049901 0.0016845735985171447 0.0012515725518724716
leaf_count=86 9 17 99 21 46 159 32 69 12 102 82 75 376 29 36 126 773 31 59 38 48 164 144 58 135 92 18 5 145 35
internal_value=0 -7.75257e-05 -0.000112866 -6.55967e-05 -0.000100341 -5.5325e-05 -2.08127e-05 -5.92571e-05 -2.70944e-05 -6.17779e-05 -2.78846e-05 -8.08918e-05 -3.71625e-05 -0.000180828 -0.00013373 -8.7892e-05 -0.000168568 -0.000438073 -0.000718911 0.000144853 6.55264e-05 4.53822e-06 -0.000210172 0.00010449 0.000381529 0.000600923 0.000643134 0.000650737 0.000155812 0.000707825
internal_weight=0 0.0626186 0.0612854 0.0591591 0.057911 0.0561628 0.0548538 0.0535338 0.0524004 0.0512701 0.050036 0.0479503 0.0462428 0.0377446 0.0364753 0.0352909 0.0317833 0.0170889 0.0109708 0.0146944 0.00611802 0.0130851 0.0100246 0.00810704 0.00694155 0.00849821 0.00350759 0.00560738 0.00302693 0.00306047
internal_count=3121 3035 3026 2927 2906 2889 2843 2811 2652 2583 2481 2399 2387 2220 1844 1808 1664 911 832 753 79 715 651 507 343 167 144 285 150 64
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=22
num_cat=0
split_feature=3 9 48 3 39 42 43 49 3 131 13 0 15 3 0 1 1 48 133 0 48
split_gain=0.000204263 0.000195171 0.000308005 0.000708848 0.000219512 0.000276785 0.000331467 0.000395371 0.000334849 0.000355422 0.000333925 0.000535269 0.000266649 0.000265483 0.00025812 0.000255858 0.000205748 0.0002495 0.000154598 0.000264278 0.000120232
threshold=0.30112000000000005 -1.0000000180025095e-35 -0.032929999999999994 -0.11255999999999998 0.13507500000000003 -0.11466499999999999 -0.050459999999999998 0.094245000000000009 -0.075944999999999985 0.082070000000000018 -0.47860499999999995 -0.11991499999999998 -0.23909999999999995 0.11924500000000002 0.051010000000000007 0.10752500000000002 0.099660000000000012 0.086035000000000014 1.0000000180025095e-35 -0.059114999999999994 0.10607000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 8 10 9 18 -8 13 -13 16 -14 -10 17 -12 19 -7 -9
right_child=-2 2 4 -5 -6 6 7 20 15 -11 11 12 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0014471588108545431 0.0015442267779264588 0.003206080152047988 -0.0021953046241330802 -0.00090537946116245132 0.0013933755101098993 -0.00045856897019355496 0.00083676981896153564 0.001675126777724694 0.00042389422563479223 -0.0020047494942422787 0.00046329699705222944 -0.00058331031105034062 -0.0036871253739772514 -0.0018721855797313941 -0.0015073787566977383 0.002843570942860741 0.0014194362565800103 -0.0017544302059235737 -0.00063205541834804964 0.0020954223576051638 -8.0710332937847869e-05
leaf_weight=0.0010900124149366688 0.0010991951070238306 0.0011541993232384584 0.0011145817524048631 0.0011870617371627637 0.0010171671833667508 0.0010253777321427293 0.0013068991833620159 0.0011055511075526167 0.0014162535693796321 0.0011787598699930513 0.0017157646842651496 0.0010796712803742246 0.0017453519131390826 0.0012892680776985799 0.0013403793190747137 0.001071076639616475 0.0011401380661766325 0.0012052291987743047 0.0013845467686044444 0.001260444594350929 0.001071943313050383
leaf_count=83 132 37 153 117 37 111 19 120 212 290 80 55 864 20 109 85 36 33 445 34 49
internal_value=0 -9.99711e-05 -0.000167944 0.0011215 -0.000302307 -0.000382712 -0.00028337 -0.000641649 0.000351498 -0.000220095 -0.000933868 -0.00117705 -0.0021812 -0.000395293 -0.00274029 0.00146584 7.35685e-05 -0.000451758 0.000353056 0.000949749 0.000810758
internal_weight=0 0.0258997 0.0248097 0.00234126 0.0224684 0.0214512 0.0203367 0.0130002 0.00733646 0.00484913 0.0108227 0.0095158 0.0041654 0.0053504 0.00308573 0.00248733 0.00406113 0.00292099 0.00367037 0.00228582 0.00217749
internal_count=3121 2989 2906 154 2752 2715 2562 1385 1177 880 1216 1197 1028 169 973 297 149 113 590 145 169
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=31 457 45 14 457 151 151 4 15 1456 11 0 1 133 0 42 39 376 43 160 16 13 15 47 2 13 15 51 0 43
split_gain=0.0017161 0.0012771 0.00125931 0.001717 0.00158783 0.00126882 0.00133928 0.00146719 0.00140651 0.00119386 0.00102082 0.000992459 0.00115403 0.000957319 0.000941925 0.000917973 0.00126253 0.00106032 0.000954638 0.00122299 0.00115578 0.00121351 0.00130421 0.00119006 0.000781881 0.000996311 0.00139777 0.000687363 0.000659448 0.00055048
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.080359999999999987 0.062655000000000016 -0.0029299999999999994 -0.40381499999999992 -1.0000000180025095e-35 0.24564500000000003 -0.095869999999999983 -1.0000000180025095e-35 0.079915000000000014 -0.15350499999999997 0.10781 0.10622000000000002 -0.11756999999999999 -0.093284999999999993 0.15438500000000002 0.049360000000000008 -0.084004999999999982 -0.089744999999999978 0.22339500000000004 -0.28558999999999996 0.083195000000000005 0.11635500000000001 0.098035000000000011 0.073000000000000023 -0.090644999999999989 0.12547500000000003 -0.11013499999999998 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 24 8 -8 -10 13 -9 -13 15 -14 16 -11 18 -17 -20 21 -21 27 -22 25 26 -7 28 -23 -30
right_child=1 2 3 -5 5 6 7 11 9 10 -12 12 14 -15 -16 17 -18 -19 19 20 23 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014573610128708287 0.0010317545781851291 0.0014574479719029446 -0.0011147832314091016 -0.0013564940686355206 -0.001277739007197565 0.0006619355340223269 -0.001143956533881461 0.0013978576535367271 -0.0014570283979877571 -0.0014108259233974964 -0.0014569888923659981 -0.00079622187095636514 -0.0002636273670522625 -0.0010025241566897181 0.00092382088768936874 0.00057238854403679072 0.00057857741372349994 0.0014572411959837251 -0.0014570632723643717 0.0014572135254205742 -0.0013168191997522099 0.00057976609540640934 -0.0013641446862789261 0.00044716252435604738 0.0011407493419426766 0.0012547994929455804 -0.0008411732880515445 0.001323568818525003 -0.0012584542534907382 0.00010968595733024812
leaf_weight=0.0016115897884230171 0.0021722758865543304 0.0010744978853836065 0.002998315227389802 0.002341668353309955 0.0016627314084978187 0.0026997897118636871 0.0033362118882873651 0.0017273996845510462 0.0013993339380071737 0.0019010331496307478 0.001092716038996854 0.0019460893504401611 0.0022292414980853445 0.0019477073062970076 0.0038957231031968567 0.0059472341917796651 0.0010516789916437119 0.0012666965581047398 0.0013228994535272589 0.0015605139736862795 0.0022923224555588826 0.002752684581196263 0.0011756831359521769 0.0012568701993629361 0.0028730014378979263 0.0015658133377236538 0.0025566553262201808 0.0011530199201956748 0.0010490230348416786 0.0015414463692309255
leaf_count=86 37 9 207 96 61 47 183 50 216 151 89 51 29 332 144 138 3 14 139 21 140 20 444 23 123 22 110 21 100 15
internal_value=0 -6.55067e-05 -0.000105487 -0.000134173 -8.32446e-05 -2.51116e-05 1.52988e-05 -9.77438e-05 -0.000248589 -0.000144547 -7.73004e-05 0.000395614 0.000181109 -1.97994e-05 0.000491637 5.90623e-05 -0.000702252 0.000164508 8.28445e-05 -0.000123575 1.44421e-05 0.000286074 4.78554e-05 -0.000692143 0.0005032 0.000234714 -6.91539e-05 0.0003034 8.32543e-05 -0.000444349
internal_weight=0 0.0617903 0.059618 0.0585435 0.0562018 0.0532035 0.0515408 0.0418455 0.0320471 0.0287109 0.0273115 0.00979845 0.00807105 0.0262188 0.00612496 0.0242711 0.00295271 0.0213184 0.0200517 0.0141045 0.0127816 0.00923237 0.00767186 0.00354919 0.00969526 0.00682226 0.00525645 0.00649617 0.00534315 0.00259047
internal_count=3121 3035 2998 2989 2893 2686 2625 2323 2049 1866 1650 274 224 1561 173 1229 154 1075 1061 923 784 621 600 163 302 179 157 156 135 115
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 43 376 1374 151 1348 1 0 3 11 15 2 4 15 52 48 0 3 52 0 13 4 12 43 43
split_gain=0.00182805 0.0013458 0.00168941 0.00128501 0.00131687 0.00113927 0.00112358 0.00166422 0.00109791 0.00104195 0.00123258 0.000967894 0.00113447 0.00117147 0.00146598 0.00142893 0.00112528 0.00111211 0.00107494 0.00115364 0.000978639 0.000945248 0.00123679 0.000848945 0.000945024 0.000803092 0.000923874 0.000622218 0.000510267 0.00050051
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.25787500000000008 0.088470000000000007 0.097240000000000007 -0.5225749999999999 0.090205000000000021 0.11323000000000001 -0.23051499999999997 -0.10023499999999998 0.088215000000000002 -0.03241999999999999 0.084145000000000011 -0.0016099999999999997 0.084050000000000014 -0.087769999999999987 0.08975000000000001 -0.083914999999999976 0.10732000000000001 0.19022000000000003 -0.17169499999999996 -0.076599999999999988 0.09173000000000002 0.092355000000000007 -0.075574999999999989 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 4 -3 -6 7 8 9 -7 11 12 -11 14 15 -14 -17 18 19 -15 28 -21 -23 24 -13 -26 -27 29 -19 -18
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12 23 13 17 -16 16 27 20 -20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012194554254779315 0.0012196182345667866 -0.0012193526892123594 -0.0011284130774264374 0.0012194096912060909 -0.0012191288211448796 -0.0012052062416980692 -0.0008152924989554887 0.0011666501135599776 -0.0011855261676715161 0.00046282800413614497 0.001212899663757711 -0.00058976951979499705 0.00099662144909258999 -0.00079083824802364587 -0.0010224672051030404 -0.0010602000270420403 0.00050642624610435177 -0.00039770509129289641 -0.0012191003095558977 0.00058934993536902591 0.00010493311603029822 -0.00075471539985922016 0.00068622252564372961 -0.00053152033697926736 0.0012053472368114761 -0.00028346889719598969 0.00070750614872133028 -0.00057413163051485178 -0.001142693973333702 -0.00020137703274468815
leaf_weight=0.0016951565669991444 0.0011939181040361282 0.0014545963589256408 0.0022329053783636246 0.0011644669229724505 0.0012038579142963348 0.0010404251309132908 0.0025314327097358804 0.0018047204287405796 0.001181726593031839 0.0047913039805393817 0.0012703780394076594 0.0011458082320068294 0.0028165224541112375 0.0021513530952823609 0.0015593298916485318 0.0012661060570238096 0.0053513578082231561 0.0019467793675547185 0.0011865820090268828 0.0045015262043692781 0.0017545975718551432 0.0024505373656964367 0.0013858537386113312 0.0015202917696797167 0.002295358817860917 0.0021524931847380895 0.0039891862426824076 0.0014075986009345343 0.0045823469011208387 0.0020547910889945342
leaf_count=86 9 17 99 21 159 45 164 47 27 52 30 25 61 198 45 29 59 153 812 266 75 121 11 24 117 64 68 54 172 11
internal_value=0 -6.27941e-05 -8.66451e-05 -4.91028e-05 -7.33991e-05 -4.53095e-05 -2.10036e-05 1.51554e-05 -2.34699e-05 2.62703e-06 2.69903e-05 -2.95527e-06 -9.29375e-05 -0.000170311 9.39733e-05 0.000228965 1.44653e-05 -0.000361719 -0.000119342 5.06686e-06 -0.000703349 0.000210427 -0.000234193 0.000314783 0.000449047 0.000590126 0.000360196 0.000168842 -0.000920562 0.000310051
internal_weight=0 0.0653882 0.0641942 0.0619613 0.0607969 0.0593423 0.0581384 0.055607 0.0538023 0.0526205 0.0515801 0.0503097 0.0392066 0.0344153 0.0144557 0.0128964 0.0100799 0.0199596 0.0116759 0.0104893 0.00828372 0.00833792 0.00383639 0.0111031 0.00958285 0.00843704 0.00614168 0.00881375 0.00652913 0.00740615
internal_count=3121 3035 3026 2927 2906 2889 2730 2566 2519 2492 2447 2417 2119 2067 259 214 153 1808 1408 596 400 398 132 298 274 249 132 124 325 70
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 151 4 151 15 1456 11 1456 133 42 376 39 41 43 160 50 34 2 0 0 47 3 0 0 52 14
split_gain=0.00228736 0.00157971 0.00216827 0.00153212 0.00243994 0.0015889 0.00182185 0.00221972 0.00191737 0.00193655 0.00164525 0.00142685 0.00139692 0.00156532 0.00170475 0.00138556 0.00129886 0.00133368 0.00158989 0.00143545 0.0012758 0.00109218 0.00156373 0.00143603 0.00106061 0.000988958 0.00100989 0.00107764 0.00119588 0.000835589
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.5225749999999999 0.24564500000000003 -1.0000000180025095e-35 -0.095869999999999983 -1.0000000180025095e-35 0.079915000000000014 1.0000000180025095e-35 0.10622000000000002 -0.095284999999999995 0.049360000000000008 0.15438500000000002 0.079885000000000025 -0.084004999999999982 -0.089744999999999978 0.077805000000000013 -0.112215 0.11215000000000001 -0.11242999999999999 -0.055064999999999996 0.12794000000000003 0.090900000000000009 -0.068189999999999987 -0.10474999999999998 -0.078224999999999975 -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 3 -3 -5 -6 7 25 -9 -10 12 20 13 15 16 -11 17 -15 -19 21 -8 22 -20 -24 29 26 27 28 -7 -22
right_child=1 2 -4 4 5 6 11 8 9 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013200963398404594 0.0013201677182435373 0.00099766585141254985 -0.0012287964541554681 -0.0010561856891101622 -0.0012884878967094819 0.0011534984134289939 -0.00076494770686239553 -0.0010431627473297151 -0.0013197666047800648 -0.0013199252781763507 -0.001319684490859282 -0.00095630107564495981 -0.00089717516466997216 0.00059719780059445309 0.0013201245980632248 0.00040195197442702599 -0.0012986061683550524 -0.0013197125123135761 0.00075497015845160859 0.0010234933820927252 -8.1362457545064565e-05 -0.00081927379759465539 -0.0012600687542929847 6.1725223872980344e-05 -0.00066698613872810284 0.0010443491238633167 0.00097551949521539863 -0.0011339077813216562 -0.00057613836367999282 0.00087299328356842934
leaf_weight=0.0021159862415327515 0.001400715909767313 0.0023474650025434576 0.0028258495576665146 0.0042502701126592149 0.0016983851846070755 0.0013706954762966461 0.0012561347216433214 0.0045859905001570658 0.0022947522833094416 0.0024508793546988974 0.0017536804246844886 0.0012580352308191314 0.0028530710061476219 0.0077820829667984972 0.0020707296079081053 0.0012181619531475008 0.0011427756631405819 0.0015793699660910923 0.0040404246058187579 0.0023430049253221332 0.0018783655311835909 0.0028676606855135853 0.0018828835039261683 0.0059654578759307502 0.0010229867061752893 0.0033614487792590353 0.0018096360650474708 0.001430442771169993 0.0014141274423309369 0.010681075940013329
leaf_count=86 9 34 99 207 45 26 8 183 216 128 89 13 332 147 14 3 20 139 27 156 28 86 434 75 13 48 39 123 22 272
internal_value=0 -6.92613e-05 -9.31598e-05 -5.23363e-05 -8.46568e-05 -2.73157e-05 3.14706e-06 -0.000112587 -0.000234757 -0.000142638 -7.14595e-05 0.000392966 -1.09844e-05 6.48435e-05 0.000165376 -0.000748243 7.87512e-05 0.000138236 -5.29802e-05 6.40201e-05 0.000507359 -8.83237e-05 8.7987e-05 -0.000255384 0.000625025 0.000470921 0.000150991 -0.000202983 0.000275192 0.000730262
internal_weight=0 0.0828366 0.0814358 0.07861 0.0762625 0.0720123 0.0703139 0.0542173 0.0448309 0.0402449 0.0379502 0.0160966 0.0361965 0.0333434 0.0296744 0.00366904 0.0276037 0.0264609 0.0186788 0.0170994 0.0148386 0.0147564 0.0118888 0.00784834 0.0135824 0.00938635 0.0060249 0.00421527 0.00278482 0.0125594
internal_count=3121 3035 3026 2927 2893 2686 2641 2307 2049 1866 1650 334 1561 1229 1098 131 1084 1064 917 778 321 622 536 509 313 258 210 171 48 300
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 151 1348 1374 43 156 1 13 42 49 47 132 12 157 2 42 0 51 15 47 43 0 4 15 4
split_gain=0.00154773 0.00153403 0.00194226 0.00144457 0.00161415 0.00126855 0.00111009 0.00135346 0.00109085 0.00107718 0.00108517 0.000992887 0.00122833 0.00108314 0.000966399 0.00114492 0.000920734 0.000852385 0.000851035 0.000841885 0.00124342 0.000820655 0.00152621 0.0012848 0.00136288 0.00117749 0.000818582 0.00075712 0.000733508 0.000595062
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.093235000000000012 0.39192500000000002 -1.0000000180025095e-35 0.077565000000000009 -0.091054999999999983 -1.0000000180025095e-35 0.13984500000000002 0.13206500000000002 0.080640000000000017 0.098810000000000023 1.0000000180025095e-35 0.092365000000000017 0.08511500000000001 -0.10607499999999999 -0.063174999999999995 -0.036009999999999993 0.086380000000000012 -0.04890499999999999 -0.23051499999999997 -0.012509999999999999 -0.18895499999999996 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 3 4 -3 6 -6 8 9 10 -8 13 28 -12 15 16 18 19 21 27 -21 25 29 24 -24 -14 -27 -15 -13 -23
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 12 14 17 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014572550727346659 0.0014577781776181061 -0.0014573113174755411 -0.0013790008703792962 0.0014574545499507427 -0.0014373711401669512 0.0010658162659094926 -0.0014569711032563176 0.0014504987395243939 -0.0014157279300161993 -0.0013875754773560239 -0.0012207186898962315 -0.00012526889541329144 0.0014572977915779488 -0.00011736305994182988 0.0011449275868023799 -0.0014571398403047148 0.0012029295632177957 -0.001027817195075475 -0.0012700606924014326 0.00071784920339136333 -0.00067832943914474333 -6.0353011314251615e-05 0.00061034293392400198 -0.0014117462586495607 -0.00145667150193892 0.00055861945470579287 -0.00029185765127218453 -0.0014569788125943484 0.0010494397600940585 0.0014573259555387406
leaf_weight=0.0014533328452870356 0.0013750052858085829 0.0017510985140773974 0.0024135993214002829 0.0013269434715681419 0.0012502309971473826 0.0021302512458021275 0.0010835146278829191 0.0012483359849113631 0.0012747558669872197 0.0012464486637480112 0.0022216323934123308 0.0014991189995186005 0.001549171931706895 0.0036869414965052709 0.0015373328851069337 0.0011622475306154447 0.0013270148203119439 0.0019076978784640106 0.0011443907484860452 0.0051021778772621929 0.0018429622957647496 0.0010801318562769753 0.0020909166287292847 0.0028763638818762993 0.0010012753886456949 0.0043555794146641355 0.0053558525264634166 0.0011827542964004773 0.0045603113674133047 0.0011137790090742783
leaf_count=86 9 17 99 21 45 49 153 30 37 109 519 65 30 351 22 18 70 104 63 39 202 86 77 299 56 49 64 195 138 19
internal_value=0 -6.38107e-05 -9.8494e-05 -4.51237e-05 -8.03615e-05 -3.6387e-05 -8.09397e-05 -4.7979e-05 -8.52403e-05 -5.05759e-05 -1.56249e-05 1.789e-05 0.000171266 -0.000276982 2.65067e-05 -4.80652e-05 2.67341e-05 -0.000124195 -4.91541e-05 2.171e-05 0.000347359 2.27807e-05 -0.000328957 -0.0007109 -5.89721e-05 0.000277744 8.95815e-05 -0.00044273 0.000758814 0.000710124
internal_weight=0 0.0616978 0.0603228 0.0579092 0.0565823 0.0548312 0.0527009 0.0514507 0.0502024 0.0489276 0.0476812 0.0465977 0.0306535 0.0159442 0.0245941 0.0230567 0.0218945 0.0137225 0.0205675 0.0118148 0.00694514 0.0194231 0.00816247 0.00596856 0.00309219 0.0112606 0.00971143 0.0048697 0.00605943 0.00219391
internal_count=3121 3035 3026 2927 2906 2889 2840 2795 2765 2728 2619 2466 1056 1410 853 831 813 891 743 787 241 680 537 432 133 143 113 546 203 105
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=20
num_cat=0
split_feature=13 13 1 0 4 4 2 3 16 159 49 2 12 15 0 0 49 15 3
split_gain=0.000238417 0.00038321 0.000288681 0.000854016 0.000318274 0.000382183 0.000308022 0.000318199 0.000359483 0.000354261 0.000288102 0.000406664 0.000284294 0.000271686 0.000216259 0.00048676 0.000449553 0.0003387 0.00028586
threshold=-0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 -0.070499999999999993 -0.49013999999999996 0.14445500000000003 0.076840000000000006 0.033715000000000009 0.076905000000000015 -0.069799999999999987 0.11263500000000001 0.084100000000000022 -0.095869999999999983 -0.10607499999999999 -0.060129999999999996 -0.0095499999999999977 -0.09551999999999998 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 9 10 14 -9 13 -7 -12 16 17 -4 -16 -17
right_child=1 2 6 4 -6 12 -8 8 -10 -11 11 -13 -14 -15 15 18 -18 -19 -20
leaf_value=-0.0020474025205658923 0.0023939304130723878 -0.0036655040852037546 0.0031810661915506445 -0.0013417900633058511 -0.0019580677109533318 0.0030450033869201219 0.0024606279983284433 -0.00155420531626765 -0.0021445254822287881 0.0023781964495070951 2.1470117177493568e-05 -0.0010856818566499949 0.00029429703750265181 0.0028114625350489915 -2.6909178990679807e-05 -0.00029054181043772134 -0.00021358619713850594 -0.0030547220883760397 0.0020982007752928414
leaf_weight=0.0010079687901267667 0.0011677633201401241 0.0014618369130736638 0.0011694593770297246 0.0013090704483644799 0.0011736465005526319 0.0011255102614882136 0.0010032339496981449 0.0016337225023619339 0.0019490743366805674 0.0015789993538035682 0.0010937638508856651 0.0016607048035979233 0.0016253185651433633 0.0014193888061200246 0.0012581175067740693 0.001968086482694531 0.0016857047841405395 0.0013615061403990936 0.0016136480360988709
leaf_count=36 49 791 56 29 408 29 95 48 94 168 41 63 341 50 75 118 108 441 81
internal_value=0 3.61384e-05 -6.93909e-05 -0.000822572 -2.84832e-05 0.000529326 0.000190611 6.67886e-05 -0.00058117 0.000539355 -5.64944e-05 0.000529736 0.00141976 0.00159721 0.000218754 -0.00022236 0.00117684 -0.00160056 0.000785638
internal_weight=0 0.0272586 0.0260908 0.00669538 0.00523355 0.0040599 0.0193954 0.0183922 0.00775665 0.0106355 0.00580758 0.00417386 0.00275083 0.00251315 0.00905652 0.00620136 0.00285516 0.00261962 0.00358173
internal_count=3121 3085 3036 1598 807 399 1438 1343 296 1047 202 154 370 91 879 715 164 516 199
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 1374 150 1456 15 457 159 2 13 1375 15 3 3 150 3 49 0 3 52 52 2 15 42 0 1
split_gain=0.00213852 0.00145239 0.00139143 0.00134843 0.00136714 0.00179413 0.00133639 0.00146867 0.00132155 0.00155406 0.0014417 0.00122193 0.00107436 0.00142012 0.0013429 0.00105061 0.00141675 0.00092259 0.00123567 0.00118107 0.00136681 0.00117177 0.000994612 0.000937045 0.000993789 0.00120312 0.00105662 0.0021574 0.000930596 0.000883921
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 0.097240000000000007 0.083095000000000016 1.0000000180025095e-35 -0.24436499999999997 -0.14249999999999999 0.10395500000000001 0.090675000000000019 0.073000000000000023 -0.43996499999999994 -0.21699999999999997 0.30112000000000005 -0.074084999999999998 -0.22665999999999997 -0.077774999999999983 0.0034800000000000005 0.041630000000000007 0.14121000000000003 -0.15275999999999998 -0.088614999999999985 0.11093500000000002 0.082685000000000022 0.081660000000000024 -0.13027499999999997 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=-1 2 -2 4 -4 6 7 8 9 29 -11 15 13 -9 -14 -12 17 19 -19 20 23 -22 28 -17 -25 26 -26 -28 -20 -6
right_child=1 -3 3 -5 5 -7 -8 12 -10 10 11 -13 14 -15 -16 16 -18 18 22 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0013732958377988631 -0.0013732127957277978 0.0013733369034143136 0.0013733271227841641 0.00094858934449007341 -5.7897546991388888e-05 -0.0012541345391205438 -0.0013442901849114041 -0.00058142366722534894 -0.0013730257611343365 0.0012695735142729551 -0.0013732297143457643 -0.0013379563984457598 -0.00073065482245386463 0.0012171773019562663 0.00086754962959268551 -0.0013729829633357582 0.001372973569386444 0.00090589750962635838 -0.00030043850660972432 0.00090928200635598179 -0.00033904763848255695 0.0013732622615924203 -1.7865206808234257e-05 0.0008326349585592314 -0.00088533464140663548 0.0006188230555777399 -0.0013730396084099372 0.00083456135098288657 -0.0010858260022802992 0.0010141395219566062
leaf_weight=0.0019735787829855403 0.0015824826561896535 0.0012833747907734496 0.0011571232753340146 0.0023607416766999725 0.0025954819708431378 0.0025817315131391174 0.0015567190349088369 0.0036308272997374056 0.0016436938704718065 0.001205153008868364 0.0013963657941289389 0.0018707684718828324 0.0011483528298867904 0.0010715761518440559 0.007227198053833205 0.0013921196463222403 0.001102317251763906 0.0012099428286660432 0.0049560512039192855 0.002352826327847171 0.0012469537741850436 0.0019023932400159538 0.0049814300155048832 0.0015807893479440329 0.006002321845482321 0.0020848208172736795 0.0012927804919780073 0.0023527864233052753 0.0066706229872490874 0.0032834068092171265
leaf_count=86 18 21 9 49 29 98 28 155 249 10 53 121 4 7 173 131 28 12 71 124 188 11 25 44 174 22 390 288 376 127
internal_value=0 -7.45324e-05 -9.98342e-05 -7.17911e-05 -0.000106453 -0.000131508 -8.74325e-05 -5.69567e-05 -0.000161978 -0.000121748 -0.000211089 -0.000253179 0.000353584 -0.000171561 0.000648423 -0.000203101 -0.000161343 -0.000205821 -0.000433551 -5.02122e-06 -0.000125503 0.00069529 -0.000531133 -0.000301283 -0.000189222 -0.0003269 -0.000531262 5.17082e-05 -0.000751042 0.000540844
internal_weight=0 0.0747232 0.0734398 0.0718573 0.0694966 0.0683394 0.0657577 0.064201 0.051123 0.0494793 0.0436004 0.0423953 0.013078 0.0047024 0.00837555 0.0405245 0.0391282 0.0380258 0.017818 0.0202078 0.017855 0.00314935 0.0166081 0.0147056 0.0133135 0.0117327 0.00964789 0.00364557 0.0116267 0.00587889
internal_count=3121 3035 3014 2996 2947 2938 2840 2812 2473 2224 2068 2058 339 162 177 1937 1884 1856 484 1372 1248 199 472 1049 918 874 852 678 447 156
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 156 1374 151 1348 43 1 42 12 47 47 13 151 1 4 3 4 3 0 160 4 42 15 4 16
split_gain=0.00198737 0.00156862 0.00164915 0.00148546 0.00145612 0.00190997 0.00134595 0.00124871 0.00114532 0.00146361 0.00112728 0.00107506 0.00133783 0.00113872 0.00110912 0.0015668 0.00129658 0.00119636 0.00104357 0.00185178 0.000999209 0.000934205 0.00118398 0.00131754 0.000920639 0.000947343 0.00128492 0.000911948 0.00141047 0.000824944
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 0.097240000000000007 -0.5225749999999999 0.090205000000000021 0.39192500000000002 0.077565000000000009 -1.0000000180025095e-35 0.098810000000000023 0.086380000000000012 0.098995000000000014 -0.10278499999999999 -0.086944999999999981 0.081315000000000012 0.0061450000000000003 0.12178000000000001 -0.083854999999999985 0.10732000000000001 -0.059114999999999994 0.088755000000000014 0.50822500000000004 0.095185000000000006 -1.0000000180025095e-35 -0.0024449999999999997 -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=-1 2 -2 4 -4 6 -6 8 -8 10 11 12 -10 21 16 -16 -13 -18 -19 27 24 -14 23 -23 25 26 -21 28 -20 -17
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 14 13 -15 15 29 17 18 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014008533185284309 -0.0014007230006916676 0.0014008750189755182 0.0014009821730530435 0.0010774665305363737 -0.0014004249446497117 -0.0013225094820651204 -0.0013819594269543873 -0.0013710195327913234 -0.00122424352483943 0.0013935507655305948 -0.0013188977658620828 0.0011121299516612065 0.00038856800609908364 -0.0010601049343027754 -0.0010913803696322275 0.0011504857438288415 0.0010880735146725365 0.0010802977200835935 0.00045099092477134752 -0.00049041672318871456 -0.00053126423502650915 -0.0014003928233774754 0.00052974750484247035 0.00031866371617805263 0.0014006106298149114 0.0014004370642459259 0.0012581382515217568 -0.0012041597404007149 -0.0013917394067009369 -9.2100633687500764e-05
leaf_weight=0.0018423219181649122 0.001868739192033785 0.0013868076778891228 0.0012329207911534459 0.0021522010572212471 0.0014857101462908409 0.0025498956841047962 0.0011817547092327621 0.0013704276166421883 0.0025096642293682683 0.0014622179885748201 0.0012913894702926134 0.0034469441572078088 0.0069089410034539516 0.0021554159658649938 0.0029585824664906122 0.0012428824114181234 0.0025098305774164933 0.0017548889553324889 0.0024613153192731829 0.0031011108239624718 0.0020118757424825162 0.0025722357236657072 0.0019099741321042529 0.0013243794843447367 0.0019733140392759196 0.0011652502734484926 0.0011223266079873895 0.0029477372721338239 0.0012173591533297633 0.0066703932802099066
leaf_count=86 18 21 9 49 159 98 45 27 520 30 104 123 94 104 61 16 65 13 81 57 16 669 10 17 15 52 21 386 27 128
internal_value=0 -7.31326e-05 -0.000103844 -6.63812e-05 -0.000105745 -0.000136047 -8.4557e-05 -5.04206e-05 -1.80451e-05 1.14116e-05 -2.65371e-05 5.57989e-06 -0.000278536 -0.000118935 0.000148366 -0.000221983 0.00031817 0.000183123 5.52015e-05 -5.72296e-05 0.000343302 4.0603e-05 -0.000373421 -0.000816121 0.000582302 0.000282641 -2.57597e-05 -0.000623831 -0.000158812 0.000103064
internal_weight=0 0.0679465 0.0665597 0.0646909 0.0625387 0.0613058 0.0587559 0.0572702 0.0558998 0.054718 0.0532558 0.0519644 0.0173806 0.0148709 0.0345838 0.0108719 0.023712 0.020265 0.0177552 0.0160003 0.00937388 0.0127155 0.00580659 0.00389662 0.007362 0.00538869 0.00422344 0.00662641 0.00367867 0.00791328
internal_count=3121 3035 3014 2996 2947 2938 2840 2681 2654 2609 2579 2475 1414 894 1061 205 856 733 668 655 161 790 696 686 145 130 78 494 108 144
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1456 457 457 4 151 150 1456 15 41 42 43 160 16 47 12 3 15 12 16 2 160 1 150 1 2 49
split_gain=0.00157042 0.00136345 0.00138801 0.00154754 0.00122699 0.00101894 0.00104147 0.00118163 0.00186804 0.00123531 0.00120367 0.0012561 0.001102 0.00123433 0.00107214 0.00131249 0.00143994 0.00211068 0.00141756 0.00121885 0.00163054 0.0010349 0.000845169 0.0011442 0.00137367 0.000839567 0.000928863 0.000644205 0.000440486 0.000421042
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 -0.084084999999999979 -0.093459999999999988 -1.0000000180025095e-35 -0.098289999999999975 0.078475000000000017 -0.0060199999999999993 -0.083269999999999997 -0.089974999999999986 0.22339500000000004 0.11635500000000001 0.098330000000000015 0.14121000000000003 0.079055000000000014 0.12477500000000001 -0.0083599999999999976 0.092875000000000013 0.098320000000000005 0.111945 0.082565000000000013 1.0000000180025095e-35 0.10584500000000001 -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=-1 2 -2 4 5 -4 29 9 -9 -8 -11 -12 13 27 -15 -16 18 -18 19 20 22 25 23 24 -17 26 28 -13 -10 -7
right_child=1 -3 3 -5 -6 6 7 8 21 10 11 12 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014573032722460788 -0.001457275644326683 0.0014573424829046361 0.001073628861387546 0.0011398974132060796 -0.0013749875122367515 -0.0014413365689978763 0.0012549418192798094 -0.00092537597741231708 -0.00064810638530247327 -0.0014570121755335796 -0.0010977887963294064 -0.0014570348219236629 -0.0014405063382082414 0.00056853036698509437 -0.0014570542181493481 0.0012706456989913712 -0.0013077459680092159 0.00099503091660576941 -0.0013793653102056505 0.0012904092642792766 -0.0011897661531843067 -0.00040077578831824014 0.00099032806748584976 -0.00071599555995440357 -0.0007067066650428052 0.001216995447476329 0.0014570677649799722 -0.00018614315454523443 0.00040700947644084506 -0.00027122320822680344
leaf_weight=0.0014395312497867954 0.001587208603467615 0.0011969395241067096 0.0015628767153827985 0.0021386737529738289 0.0016132137407520722 0.0016979960380041348 0.0011902474983855873 0.0021863335848024698 0.0015024586161729303 0.0016816791166402991 0.0029816046326089909 0.0018527238320400477 0.0012637404058111193 0.0065029642563949599 0.001430745294392465 0.0022132746773593226 0.0033537958485085886 0.0011293179547067211 0.0010844897861836964 0.0024056793152027476 0.0016483680389676189 0.0019878729043512075 0.0031768712388036136 0.0023905257467795593 0.0011246235018518291 0.0043789560229328117 0.0011477715651722065 0.0015588583891492647 0.0019041984876650986 0.0010602989435213308
leaf_count=86 18 21 30 49 268 83 24 33 30 258 166 462 65 159 112 49 190 16 55 41 321 9 66 32 16 168 32 155 35 72
internal_value=0 -8.2246e-05 -0.000113084 -7.64068e-05 -0.000122832 -8.57123e-05 -0.000119993 -7.20062e-05 0.000303866 -0.0002052 -0.000253747 -0.000194437 -0.000107931 -5.1557e-05 5.47806e-05 -0.000112618 -8.79411e-06 -0.000727665 0.000220686 0.000354585 0.000141266 0.000549949 0.00038764 5.34009e-05 0.000604425 0.000761506 0.000323565 -0.000876325 -5.83347e-05 -0.000991541
internal_weight=0 0.0609543 0.0597574 0.0581702 0.0560315 0.0544183 0.0528554 0.0500971 0.0131076 0.0369895 0.0357993 0.0341176 0.031136 0.0298722 0.0264607 0.0199577 0.0185269 0.00448311 0.0140438 0.0129593 0.0105537 0.0109213 0.0089053 0.00572842 0.0033379 0.00893338 0.00455443 0.00341158 0.00340666 0.00275829
internal_count=3121 3035 3014 2996 2947 2679 2649 2494 307 2187 2163 1905 1739 1674 1057 898 786 206 580 525 484 274 163 97 65 265 97 617 65 155
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=22
num_cat=0
split_feature=51 1 14 16 47 147 11 4 160 160 3 133 52 49 3 16 457 133 4 1 12
split_gain=0.000268379 0.000316256 0.000488005 0.000392824 0.000381071 0.000374523 0.000313783 0.000356827 0.000412339 0.00032864 0.000323173 0.000314327 0.000408244 0.000306565 0.000194625 0.000335405 0.00034443 0.00029916 0.000253074 0.000636159 0.000488875
threshold=-0.40274499999999996 0.13686500000000004 0.062655000000000016 -0.061854999999999993 0.11893500000000001 1.0000000180025095e-35 0.087830000000000005 0.2623950000000001 -0.090969999999999981 -0.027994999999999996 0.11296500000000002 -1.0000000180025095e-35 -0.088204999999999992 -0.052259999999999994 0.088060000000000013 -0.094359999999999986 0.088350000000000026 0.087575000000000014 -0.080364999999999978 0.094385000000000011 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
left_child=-1 2 4 -3 5 6 7 8 -2 -10 -9 -11 -13 -7 17 -16 -17 18 20 -20 -14
right_child=1 3 -4 -5 -6 13 -8 10 9 11 -12 12 14 -15 15 16 -18 -19 19 -21 -22
leaf_value=-0.0018778445536611478 -0.0022294547708124682 0.0032176384348737786 -0.0025919613588175059 4.5252271818801259e-05 -0.0023188399410093434 0.00023369475247955 -0.0017293167391638309 0.0027333016320860086 0.0016924198799099632 -0.0018499580573982186 -0.00013637163570356595 -0.0016265151351807872 0.0035647168835755746 0.0030583234921513504 -0.0016344615790980905 -0.00060932199316317834 0.0023331518073812698 -0.0011758962405400274 -0.0014547353775321674 0.0020651849355988617 0.00014067545274892713
leaf_weight=0.0011478520802294936 0.0012711956922167858 0.0010196072153525471 0.0011236725051677601 0.0013981139268457446 0.0010022070505124594 0.0011916926124584393 0.0015309718398732733 0.0013745865217220645 0.0016875023961692151 0.001429796335621126 0.0010423228428422249 0.0018277778853237276 0.0014033398215360648 0.0011315492617391945 0.0016901221513307974 0.0014483196092953676 0.0010270617322873932 0.0010111614538619307 0.0014920195558281238 0.0016153154310956097 0.001142859279605446
leaf_count=114 345 112 95 49 71 46 88 153 265 625 23 306 16 108 29 34 15 341 143 79 64
internal_value=0 3.98083e-05 -8.78374e-05 0.00138312 2.78632e-05 0.000128726 -3.51309e-05 9.81322e-05 -0.000100023 7.15703e-05 0.00149572 -0.000122583 7.25346e-05 0.00160945 0.000359278 -0.000299758 0.000611541 0.000771182 0.00111943 0.000375058 0.00202784
internal_weight=0 0.0278612 0.0254435 0.00241772 0.0243198 0.0233176 0.0209944 0.0194634 0.0170465 0.0157753 0.00241691 0.0140878 0.012658 0.00232324 0.0108302 0.0041655 0.00247538 0.0066647 0.00565353 0.00310733 0.0025462
internal_count=3121 3007 2846 161 2751 2680 2526 2438 2262 1917 176 1652 1027 154 721 78 49 643 302 222 80
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=22
num_cat=0
split_feature=1456 2 11 12 14 3 15 42 124 0 151 457 160 133 160 0 52 52 0 12 15
split_gain=0.00024037 0.000248321 0.000258046 0.000335705 0.000446101 0.000294335 0.00065199 0.000363572 0.000271399 0.000373008 0.000346217 0.000271437 0.000375292 0.000433429 0.000242694 0.000227201 0.000551874 0.000226509 0.000335498 0.000223285 0.000211897
threshold=-1.0000000180025095e-35 0.14753000000000002 0.087830000000000005 0.12757000000000002 0.062655000000000016 -0.12018999999999998 -0.03241999999999999 0.075730000000000006 -0.043384999999999993 -0.053834999999999994 -0.090369999999999992 -0.0029299999999999994 -0.080409999999999995 -1.0000000180025095e-35 0.090980000000000019 -0.10607499999999999 0.08257500000000001 0.095415000000000014 -0.019414999999999998 -0.093619999999999995 -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
left_child=-1 2 3 4 5 6 -2 -8 19 10 -10 -12 -13 -14 15 20 -17 18 -11 -7 -15
right_child=1 -3 -4 -5 -6 8 7 -9 9 17 11 12 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0020079870011565637 0.0037313380618297777 0.0017715347140823878 -0.001633908965998038 0.002368080993943953 -0.0027163149633885188 -0.00026481016611898975 0.0014131877057757577 -0.0013315840713363826 -0.0022310826048091621 -0.0040324375765482239 -0.0015953943117092029 -0.0015573350834509855 -0.0016260824561787914 0.001196198155158916 -0.00028527892121730738 -0.00069832745411948431 0.0031190868998227008 -2.8107497271130821e-05 -0.00086269800358879751 0.002353222762725858 0.0034165289495136034
leaf_weight=0.0010119700623700814 0.0011308689839353292 0.0013384476816207238 0.0016397407879242811 0.0010238152748742726 0.0010170746959481383 0.001002288529035944 0.0017173357260489254 0.0015728577810421029 0.0010922480119823783 0.001039495511172106 0.001265682651167002 0.0013839368095482944 0.0011234599506967403 0.0014354803460889798 0.0016179605754600423 0.0017814563672884269 0.0010091986356624005 0.0011067666936224185 0.0012525048716281002 0.0012395571179415468 0.0014903413500455516
leaf_count=288 57 136 112 40 69 72 70 32 139 87 173 272 600 37 96 345 181 42 68 152 53
internal_value=0 3.91088e-05 -5.02735e-05 5.65785e-05 -4.5084e-05 7.69585e-05 0.00102966 0.000101066 -0.000159132 -0.000351989 -1.5342e-05 0.000202541 0.00043376 0.000759556 0.00112498 0.00152413 0.000682183 -0.00156037 -0.00230028 0.00118275 0.00232718
internal_weight=0 0.0272805 0.0259421 0.0243023 0.0232785 0.0222614 0.00442106 0.00329019 0.0178404 0.0155985 0.0121998 0.0111075 0.00984183 0.0084579 0.00733444 0.00571648 0.00279066 0.00339877 0.002292 0.00224185 0.00292582
internal_count=3121 2833 2697 2585 2545 2476 159 102 2317 2093 1896 1757 1584 1312 712 616 526 197 155 224 90
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=21
num_cat=0
split_feature=1 0 2 50 47 14 1374 47 47 133 457 0 4 0 0 0 12 13 2 1
split_gain=0.000236302 0.000405044 0.000297622 0.000408544 0.000319997 0.000296057 0.000307253 0.000295937 0.000409909 0.000275404 0.000246214 0.00035408 0.00030783 0.000357639 0.000351424 0.000284904 0.000208732 0.000229341 0.000234478 0.000157625
threshold=0.077565000000000009 -0.059114999999999994 0.13754500000000003 0.10647500000000001 0.13148500000000005 0.076175000000000007 -0.094929999999999987 0.086380000000000012 0.11069000000000002 0.083950000000000011 0.069910000000000014 -0.15202999999999997 0.26790000000000008 -0.10474999999999998 -0.070499999999999993 -0.23001499999999997 0.099400000000000002 0.11596500000000001 0.097845000000000015 0.10612500000000001
decision_type=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 6 -2 10 19 -1 11 15 13 -13 -15 -8 17 18 -3 -9
right_child=2 16 -4 -5 -6 -7 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0030712450575064937 -0.0015534217628331063 -0.0019855998645448539 0.0018821047544632455 -0.0025494861906518364 -0.0016692193857570888 -0.0017312274747247438 0.00084928665080313359 4.1022347997615677e-05 0.0018467796421150061 -0.00031247115427954865 0.0024981331854352054 0.0026373992693301484 0.003398365687426685 -0.0018654452514300568 0.0012802029104234691 -0.0020865638064635475 -0.0016214085808107636 0.0014482282421617093 0.0007048532015542676 -0.0020342980188433686
leaf_weight=0.001611359369519727 0.0011256204603000705 0.0010215774248365506 0.0017377791257109356 0.0010035104950065757 0.0014574589670246487 0.0010781635664667286 0.0012241114485220805 0.0011203616749266851 0.0011512111482350207 0.0010629059588207479 0.0018898423185085278 0.0013420711809573049 0.0010953420452355367 0.0010832401617326681 0.0014975751860397679 0.0011205695187177511 0.0010959155190430891 0.0020730550436383055 0.0013065886937368987 0.0015354754530676473
leaf_count=794 26 31 160 154 30 69 34 74 64 666 117 69 128 281 180 46 84 27 34 53
internal_value=0 -0.000631858 0.000220615 5.77165e-05 0.000214187 0.000394026 0.000555556 0.000737329 -0.000249963 -0.00197475 0.00114355 0.000795868 0.00142648 0.000875899 -4.01133e-05 -0.000553814 2.14365e-05 0.000430509 -0.000475692 -0.00115883
internal_weight=0 0.0081714 0.0194623 0.0177246 0.016721 0.0152636 0.0141854 0.0130598 0.00380705 0.00267427 0.00925275 0.00736291 0.00501823 0.00392289 0.00258082 0.00234468 0.00549714 0.00440122 0.00232817 0.00265584
internal_count=3121 1636 1485 1325 1171 1141 1072 1046 191 1460 855 738 658 530 461 80 176 92 65 127
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=22
num_cat=0
split_feature=3 39 133 42 48 50 4 159 43 52 133 16 1 43 3 3 2 48 48 0 13
split_gain=0.00021744 0.000222631 0.000379667 0.00044978 0.000392499 0.000422767 0.000297859 0.000346047 0.000215298 0.000477101 0.000384955 0.000210187 0.000316706 0.000325198 0.000203717 0.000441199 0.000259959 0.000200159 0.000147577 0.000290334 0.000138767
threshold=0.30112000000000005 0.13507500000000003 0.10622000000000002 -0.11466499999999999 0.12649500000000002 0.10647500000000001 0.49041500000000005 0.091530000000000014 -0.074359999999999996 -0.085984999999999992 -0.0084449999999999994 -0.5315899999999999 0.10471500000000002 0.070450000000000013 -0.077774999999999983 -0.10023499999999998 0.088055000000000008 -0.032929999999999994 0.086260000000000017 -0.14454499999999995 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 14 -10 -11 17 13 18 15 20 -16 -12 19 -13 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 11 12 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0025022773737588184 0.0016447598743969728 0.0016495117655302676 -0.0023972284609164321 0.0020638813311092729 -0.0018134563449454092 -0.0022738996622209242 0.0023543026380890846 -0.001793952768650617 -0.001991256517120254 -0.0019367785058959264 0.00068718042897091111 0.0019627127475390113 0.0026601006071432284 0.0018729612555301986 0.0030223987956213695 -0.001690456726979784 0.00061102730184472076 -0.0017115851140703413 -0.001271610607851094 -0.00070328873021756073 0.00022181133869401232
leaf_weight=0.0010953543836954563 0.001126771165317563 0.0010549165753950254 0.001108078232322173 0.0013604170957854933 0.0015915401041226565 0.0010034013462010263 0.0010229545635165307 0.0012281823354741697 0.001540610162161552 0.0010134640177130753 0.0010768443581241627 0.0010458076477100064 0.0012853350316532897 0.0018051896547790491 0.0012478990854027884 0.0011412971885651491 0.0014719011829305018 0.0010262348056429005 0.0011819647785249465 0.0015050856396864425 0.0011316234689768834
leaf_count=147 132 37 424 62 57 228 120 195 210 500 36 36 36 38 85 422 112 19 29 175 21
internal_value=0 -9.92845e-05 -0.000173424 -6.97802e-05 4.77011e-05 0.000188164 0.000311164 0.000201519 0.000338945 2.12686e-05 0.000333194 0.000590915 0.000922018 0.000518623 0.000913006 0.000310853 0.00171741 -0.00048334 -0.000136327 0.000389711 0.00122741
internal_weight=0 0.0259381 0.0248832 0.0237751 0.0226798 0.0210882 0.0200848 0.0190619 0.0178337 0.0114805 0.00993993 0.00892646 0.00682338 0.00553805 0.00635314 0.00363334 0.0027198 0.00210308 0.00373286 0.00255089 0.00249204
internal_count=3121 2989 2952 2528 2381 2324 2096 1976 1781 1079 869 369 314 278 702 505 197 55 240 211 83
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=22
num_cat=0
split_feature=51 1 47 14 48 38 1 12 3 43 52 12 48 2 43 16 150 15 16 15 13
split_gain=0.000212773 0.000272394 0.00025864 0.000276919 0.000286924 0.000398789 0.000346128 0.000399466 0.000421849 0.000434285 0.000312388 0.000277227 0.00026109 0.000259468 0.000240162 0.000231492 0.000214613 0.0002023 0.000154078 9.08415e-05 4.72665e-05
threshold=-0.40274499999999996 0.13686500000000004 0.11768500000000003 0.054835000000000009 -0.064549999999999982 1.0000000180025095e-35 0.10752500000000002 0.098330000000000015 0.10299500000000002 -0.51144999999999985 0.084960000000000022 0.084100000000000022 0.12474000000000002 0.088300000000000003 -0.04890499999999999 -0.042349999999999992 0.086135000000000017 -0.10469999999999999 0.033715000000000009 -1.0000000180025095e-35 -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
left_child=-1 2 3 4 -2 6 7 8 9 -6 11 14 15 -13 -11 17 19 -8 -3 -16 -12
right_child=1 18 -4 -5 5 -7 12 -9 -10 10 20 13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0017259275994248196 0.0016522236099682634 0.0024279691288028801 -0.0019675041587079501 -0.0019293758390875879 0.0020002562795510305 -0.0022240053160724129 0.0032716356700246817 -0.0019191004545757995 0.0019282665288367805 0.00199224926268902 -0.0012411823525381258 -0.0026384839879811635 -0.0007227416069872911 7.7063606489440325e-05 0.0010392291475538275 0.00030344264638054936 -0.0015032424432987841 0.0010276924274645459 0.00040552177707864562 -0.00033477324014585444 -0.0023947449093609445
leaf_weight=0.0010250297766827279 0.001602626249635363 0.0010022230192525674 0.0010049977954169611 0.0010211996296725081 0.0011256518157480846 0.001128127567520564 0.0012016307504119084 0.0017266720298326774 0.001503862476059937 0.0010326397860942471 0.0010410172053277877 0.0010442737782921929 0.0010489195942682272 0.0010001664109794972 0.0017031825090185748 0.0016074712795788306 0.001098414698198269 0.001133667782410086 0.0012039245743498128 0.0011845272301656013 0.001022039834747579
leaf_count=114 140 123 81 100 25 38 87 313 52 166 434 481 18 315 68 123 30 60 38 95 220
internal_value=0 4.47543e-05 -7.67574e-05 8.73651e-06 0.000102073 -2.46625e-05 0.000109641 -0.000207716 4.36501e-05 -0.000232806 -0.000508236 -0.000127234 0.000966814 -0.00131 0.000354578 0.0014163 -6.96754e-05 0.00218232 0.00132429 0.000475619 -0.00181266
internal_weight=0 0.0254372 0.0232311 0.0222261 0.0212049 0.0196023 0.0184741 0.0134824 0.0117558 0.0102519 0.00912626 0.0070632 0.00499169 0.00204444 0.00501876 0.00394277 0.00398612 0.0023353 0.00220615 0.00288771 0.00206306
internal_count=3121 3007 2846 2765 2665 2525 2487 2199 1886 1834 1809 1155 288 796 359 270 193 147 161 163 654
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 376 1456 43 1 42 44 42 43 1 15 16 2 475 52 0 12 13 15 13 51 16 0 1 3 48
split_gain=0.00179974 0.0016205 0.00166225 0.00154476 0.00158121 0.00140838 0.00115413 0.00107845 0.0011801 0.00120512 0.00105065 0.00107875 0.00149125 0.00100902 0.00100089 0.000978649 0.00109825 0.00111601 0.00132593 0.000813654 0.000791575 0.000988944 0.000779443 0.00114938 0.000859803 0.000899232 0.000987612 0.00100816 0.000774302 0.00109498
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 0.088470000000000007 1.0000000180025095e-35 0.39192500000000002 0.11230000000000001 -0.0060199999999999993 1.0000000180025095e-35 0.091735000000000025 -0.20207499999999998 1.0000000180025095e-35 -0.24436499999999997 0.22339500000000004 0.089885000000000007 -0.083589999999999984 0.0046550000000000003 -0.08824499999999999 0.099400000000000002 -0.091904999999999987 -0.14147499999999996 -0.17933499999999997 0.14431500000000003 -0.27167499999999994 -0.10324499999999999 0.13146500000000003 0.12178000000000001 0.099240000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 8 9 13 11 12 -11 -5 -10 16 17 -14 -19 -20 21 -18 -16 -24 25 -25 -27 -28 29 -23
right_child=1 -3 3 4 -6 -7 -8 -9 14 10 -12 -13 15 -15 22 -17 20 18 19 -21 -22 28 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0014009468335459754 -0.0014007363476606681 0.0014009534594660055 0.0014010313180054315 -0.0014004852796236774 -0.0012949068949405383 0.0010765693426629387 -0.0012780770998357326 -0.0013243500786197251 0.0011901618484213628 0.0012164345567974592 -0.0014004632918043199 -0.00063912642301429911 0.0010409223249618941 -7.3394354970472161e-05 -0.00089950351680675392 -0.00083975464562015777 0.0010645084698458389 -0.00079628743068698186 -0.00064186083707597783 0.00085328609267571929 -0.00085811462427731636 7.99500598272996e-05 0.0014004312213884483 -0.00060383323222732712 -0.00092739831275250061 0.0013185089216256099 -0.0008030548324313259 0.00078945667745816109 -0.00072480779061712727 0.0012238890580046537
leaf_weight=0.0017173737938200864 0.0018284187117245656 0.0014726407701175495 0.0014136219306237754 0.0025427937219140153 0.002029543462356286 0.0021430552032377639 0.0015337780727167063 0.0012651487519601537 0.0022776019021595326 0.0021407014550049999 0.0010938872898691434 0.0045852567279300862 0.0011477304718496848 0.0020126764308994183 0.0011907199013876388 0.0024598602369891856 0.003470577860877456 0.0062134352196245857 0.0011061973270685144 0.0020115956707478233 0.0010249037297853656 0.0067309027773472252 0.0015653827320676337 0.0016692917945420075 0.0013565876141683475 0.0021055745946796404 0.0014054626735955315 0.0017502017567494477 0.0015128168977298637 0.0021697120739077036
leaf_count=86 18 21 9 506 98 49 262 108 129 12 25 430 81 144 12 165 57 274 68 149 15 178 57 30 16 12 60 14 10 26
internal_value=0 -5.13049e-05 -8.48485e-05 -4.59977e-05 -7.97998e-05 -3.76339e-05 -8.00137e-05 -4.64871e-05 -1.62934e-05 -0.000135929 -4.93055e-05 -6.55581e-06 9.01648e-05 -0.000814156 0.000344953 3.58653e-06 8.52988e-05 -0.0002621 -0.000422371 0.000322806 0.000329474 0.00041714 0.000170634 0.000299965 9.20939e-05 0.00029165 0.00057577 8.01875e-05 0.000201386 0.000358809
internal_weight=0 0.0652301 0.0637574 0.061929 0.0605154 0.0584859 0.0563428 0.054809 0.0535439 0.040223 0.0356676 0.0345737 0.0299884 0.00455547 0.0133208 0.0278477 0.0253879 0.010479 0.00933123 0.00311779 0.0149089 0.013884 0.0110432 0.0098525 0.00828712 0.00693053 0.00526124 0.00315566 0.0104134 0.00890061
internal_count=3121 3035 3014 2996 2987 2889 2840 2578 2470 2140 1490 1465 1035 650 330 1023 858 572 491 217 286 271 201 189 132 116 86 74 214 204
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=21
num_cat=0
split_feature=1 15 43 48 52 52 52 16 159 14 52 16 151 2 4 47 2 48 13 43
split_gain=0.000193422 0.000307206 0.000295528 0.000244689 0.00027511 0.000321696 0.000235579 0.000525353 0.000212307 0.000288705 0.000223002 0.000258431 0.000393611 0.000368552 0.000296017 0.000269166 0.000268946 0.000207787 0.000135287 0.00024172
threshold=0.094385000000000011 -0.095869999999999983 -0.27207999999999993 0.091150000000000023 -0.092399999999999982 -0.081429999999999989 0.0031350000000000002 -0.25582999999999995 0.076905000000000015 -0.10708499999999999 -0.24164999999999998 -0.5315899999999999 -0.00099499999999999979 -1.0000000180025095e-35 -0.064054999999999987 0.094460000000000002 0.090790000000000023 0.10322500000000003 -0.084034999999999985 -0.15582499999999996
decision_type=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 -3 -6 7 -7 9 -4 -11 12 -12 -13 -15 16 -16 -18 -8 -20
right_child=2 3 8 -5 5 6 18 -9 -10 10 11 13 -14 14 15 -17 17 -19 19 -21
leaf_value=-0.0021170285007458857 -0.0016356281630241771 -0.0021151782506372199 -0.0013533896695611101 0.0012340435391696401 0.0014875338368988752 0.00069290844773276297 0.00095244956249777185 -0.0028468651497478127 0.001751134741850207 -0.0011705835772485959 -0.0019627680698001168 0.0031901378824275954 0.0010775015262706575 -0.0010216828995071306 0.00024431629999870303 -0.00023654082245093828 0.0038105757886442606 0.0013632273174043791 0.00070280995395896443 -0.0016815067263589837
leaf_weight=0.0013140151149464438 0.0010844521691808504 0.0011848569330675804 0.0014203191068302709 0.0015523055307788977 0.0014333037959102261 0.0010214359770044368 0.001545153032183391 0.0015067520025914246 0.0015653313641372799 0.0010661270061405074 0.0011894359200397275 0.0010011860700114318 0.0012875771265470383 0.0011740914173898921 0.0011075018027160034 0.0014445337269703984 0.0010032316631551907 0.0010115973168183245 0.0012390601127076932 0.0012303494985751954
leaf_count=254 25 307 64 104 80 33 225 552 200 143 56 79 41 78 54 79 100 24 70 553
internal_value=0 -0.000378174 0.000276905 -0.000164897 -0.000401946 -0.000147442 -0.000505612 -0.00141673 0.00043319 0.000256948 0.000479324 0.000670123 -0.000382404 0.00105681 0.000684776 0.00112349 0.0017527 0.00258182 6.81676e-05 -0.000485143
internal_weight=0 0.0120272 0.0143554 0.0107132 0.00916091 0.00797605 0.00654275 0.00252819 0.0132709 0.0117056 0.0102853 0.00921916 0.00247701 0.00674214 0.00574096 0.00456686 0.00312233 0.00201483 0.00401456 0.00246941
internal_count=3121 2178 943 1924 1820 1513 1433 585 918 718 654 511 97 414 335 257 178 124 848 623
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=20
num_cat=0
split_feature=43 52 123 484 1 42 1 48 0 150 1 0 15 47 42 2 43 43 151
split_gain=0.000186388 0.000220922 0.000279819 0.000262801 0.000313005 0.000328122 0.000424419 0.000342267 0.000260577 0.000388911 0.000300039 0.000366764 0.000397048 0.000338628 0.000297391 0.000292678 0.000267292 0.000380849 0.000261566
threshold=0.24789500000000006 0.41423000000000004 0.090910000000000019 -0.0068949999999999992 0.13686500000000004 -1.0000000180025095e-35 0.087325000000000014 0.12230500000000001 -0.23091999999999999 0.10545000000000002 0.11323000000000001 -0.060129999999999996 -0.089549999999999991 0.085770000000000027 0.091625000000000012 0.084055000000000005 -0.083684999999999996 0.055925000000000009 -0.0064299999999999991
decision_type=2 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 11 12 18 -12 16 -14 -13 -18 -10
right_child=-2 -3 -4 4 -6 7 -8 -9 9 -11 13 14 15 -15 -16 -17 17 -19 -20
leaf_value=-0.0016456792516917162 -0.0015238820807937656 -0.0016166880881529487 0.0020871936764732691 -0.0031987562671503002 0.0017483013960486063 0.0019335125265988087 6.2415269014675192e-05 -0.0017759962293535587 0.0019419434978280733 -0.0017988771569589115 0.0031556049784607276 0.0027268166000103335 0.0001141032607472964 0.0001197702967551126 -0.00098073243453010656 -0.0023409658594404671 -0.001078782853154293 0.00178800235951993 -0.00036401684623983568
leaf_weight=0.0012674836727029617 0.0011430842650910203 0.0011032122985448192 0.0010128669329194642 0.001006560646094278 0.0016235874749668247 0.001356897255973869 0.0013653906373418678 0.0011973837881935614 0.0011187137698978056 0.0013032761335125551 0.0011056433704199628 0.001347176696150143 0.0010966410633002077 0.0010308526984204036 0.0010028276748492715 0.0019742949482804972 0.0011068291997915602 0.0017159205413008749 0.0019751891539381231
leaf_count=428 188 178 107 485 114 53 139 46 83 112 92 35 240 42 59 444 138 24 114
internal_value=0 4.99601e-05 0.000127845 4.00117e-05 0.000140193 7.68404e-06 -0.00132149 0.000189591 0.000335465 0.000188728 0.000380978 0.000134146 -0.00049363 0.00169082 0.000882323 -0.00146425 0.00133037 0.000663906 0.000469787
internal_weight=0 0.0247107 0.0236075 0.0225947 0.0213272 0.0197036 0.00237195 0.0173316 0.0161343 0.0147774 0.0134741 0.0113376 0.00616484 0.0021365 0.00517275 0.00307094 0.00416993 0.00282275 0.0030939
internal_count=3121 2933 2755 2648 2220 2106 624 1482 1436 1383 1271 1137 881 134 256 684 197 162 197
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1348 1374 156 150 1456 43 4 11 157 1213 3 160 38 13 1 0 52 2 13 43 13 1429 2
split_gain=0.00255827 0.00162968 0.00128303 0.00148077 0.00128654 0.00162882 0.00118429 0.00117512 0.00110445 0.00107103 0.000946991 0.00128141 0.000878425 0.000821104 0.00122689 0.000887126 0.00149465 0.000801979 0.00103568 0.00106415 0.00137924 0.0014169 0.000846611 0.00122311 0.000760853 0.00104218 0.000677073 0.000873987 0.000647377 0.000643936
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 0.39192500000000002 0.27287000000000006 0.080455000000000013 -0.08107499999999998 -1.0000000180025095e-35 -0.12018999999999998 -0.089744999999999978 1.0000000180025095e-35 -0.010384999999999998 0.10089500000000001 -0.10607499999999999 0.091275000000000009 0.10855000000000002 0.10820000000000002 -0.080084999999999976 -0.47860499999999995 0.084545000000000009 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 -11 -12 13 14 15 28 -17 24 -19 20 21 26 -22 -24 25 -18 -20 -28 -13 -15
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 11 12 -14 29 -16 16 17 18 19 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012689589389251279 0.0012688023539917511 0.0012688832414335827 -0.0012686084842156466 -0.0011912983465316952 -0.0012613987431864344 0.0010369859642641232 -0.001268377954475766 0.0012599615076554344 -0.0012521291944165023 0.0011071553642400997 -0.0012684173878943191 -7.8155064028088779e-05 -0.0011673249212099646 6.3007569546539693e-05 -0.001268388383882479 -0.0012684643942660805 0.00074803359359215671 -0.0011577078134508859 0.00052364816330089216 -0.001114807649661447 -1.5205569670659055e-05 0.0010029339295357224 -0.0010677937833722259 0.00039384003273185467 0.00088926817127509342 -0.00059699054451575143 0.00025797876076751671 -0.00084370373281847811 0.0011858992967943604 0.00083645155161478477
leaf_weight=0.0024227587616252313 0.0010948363260467877 0.0014502942736527294 0.0014267777445979837 0.001993764917074258 0.0013582982248756528 0.0021367813994643816 0.0011514170295825457 0.0010600270466198927 0.0012807932362264287 0.0011486979009589495 0.0013670610901357341 0.0010962982210678254 0.0010534977744436338 0.0039447328699644393 0.0013246839910436839 0.0016251022678703811 0.0016828663979140254 0.0014638976212446577 0.0027163256511695266 0.0014467751481959104 0.0074258017387194286 0.0034809627545691058 0.0036225902140874094 0.0012349117150449729 0.0027141996056343487 0.0020623474662215813 0.0024002850768738426 0.0022387848066909299 0.0016072454767037669 0.0030863028574845686
leaf_count=86 9 21 17 99 45 49 158 30 37 11 229 131 101 85 78 416 15 193 151 30 72 94 288 37 13 27 13 394 48 144
internal_value=0 -5.96829e-05 -9.16652e-05 -0.000116846 -7.93673e-05 -4.89212e-05 -9.22161e-05 -6.18135e-05 -8.91921e-05 -5.93397e-05 -3.07798e-05 -5.82438e-05 -2.24561e-05 4.24318e-06 -6.91714e-05 -2.60249e-05 -8.14468e-05 -2.20735e-05 -0.000121337 -5.95807e-05 6.45299e-06 0.000336269 -0.000284511 -0.000696206 0.000377943 7.37973e-06 2.07671e-05 -0.000273686 0.00067332 0.000402514
internal_weight=0 0.0616964 0.0602461 0.0591512 0.0571575 0.0557307 0.0535939 0.0522356 0.0511756 0.0498948 0.0487434 0.0475947 0.0462276 0.0451741 0.0381431 0.0368184 0.0341149 0.0324897 0.0260303 0.0245664 0.0231197 0.0108364 0.0122833 0.0048575 0.00645941 0.00374521 0.0073554 0.00463907 0.00270354 0.00703104
internal_count=3121 3035 3014 3005 2906 2889 2840 2795 2765 2728 2570 2559 2330 2229 2000 1922 1743 1327 1272 1079 1049 652 397 325 55 42 558 407 179 229
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 376 151 1348 1374 0 0 14 15 132 16 48 1 2 3 52 52 0 16 13 13 15 0 43 3 12
split_gain=0.00177106 0.00146218 0.00124853 0.00112871 0.00150398 0.000975215 0.000942918 0.00122541 0.000882785 0.000941499 0.00183324 0.00135916 0.00104084 0.000988519 0.000917055 0.000902809 0.00109799 0.00114949 0.000883052 0.000877148 0.00150183 0.00137684 0.000960964 0.000769882 0.000853682 0.000697845 0.000659743 0.000561453 0.000509577 0.000404265
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.080359999999999987 0.062655000000000016 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -0.10607499999999999 -0.075359999999999996 -0.10708499999999999 -0.03241999999999999 0.081465000000000024 -0.034884999999999992 0.12879500000000002 1.0000000180025095e-35 0.098035000000000011 0.10299500000000002 0.11434500000000002 0.10744000000000002 0.15398500000000004 0.22339500000000004 -0.084034999999999985 -0.085384999999999975 -0.008624999999999999 -0.059114999999999994 -0.13868499999999997 -0.10831999999999999 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 -2 -4 5 6 -5 8 9 11 23 -8 14 19 -12 16 18 25 -13 20 21 22 27 24 -11 -18 -16 -14 -29 -28
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 12 15 13 -15 26 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0014008637680895863 -0.0014006532857631935 0.0014008823627427512 0.0014008368505608873 -0.0013865189933652726 -0.0013262015143327432 0.00097650544290510345 -0.00084103705449352535 0.0013945037645945414 -0.0013683395189822373 -0.00093881223386363139 0.0012130091967610397 -0.0014003892787022329 -0.00066591707116533613 0.00085173648649338038 -0.00078245265262565002 -0.00068146857888748663 1.6647346539353428e-05 0.0011891007314048653 0.000441692503385325 -0.0014004788706875662 0.0013749887781108014 -0.001272379401757132 -0.0010425449106908865 -0.0012855396351108374 0.00067446328135250177 0.0009449745143714879 0.00076396891142226607 0.0011046187430962234 4.4735623821055553e-05 -0.00030542059098505239
leaf_weight=0.0016933423820235651 0.0013879410809423112 0.0013220745710071915 0.0010238941740681176 0.0010522813690876367 0.0018420248936976682 0.0017926520663404935 0.002177160828182422 0.0011296714839232882 0.0010226854693904377 0.0016300237037119025 0.0020857846787354362 0.0010418402251719467 0.0010055104497439533 0.0014349522039829319 0.001234637004737138 0.0015299453442594322 0.0054458433813202589 0.0043347574457044402 0.0010001934589354278 0.0014460468784207601 0.0010210952018923089 0.0026034310199776201 0.0014659822383453758 0.0037168316829219103 0.0010623765264794463 0.0022413779611270002 0.0021741265003871737 0.0016060812466776059 0.0019936642450737556 0.0010176410394144852
leaf_count=86 18 21 9 45 98 49 45 30 37 430 100 81 15 44 148 21 76 147 8 85 18 24 125 983 86 21 72 16 156 27
internal_value=0 -5.35755e-05 -9.01879e-05 -5.46167e-05 -8.43567e-05 -3.69635e-05 -7.60563e-05 -4.56968e-05 -8.24293e-05 -5.20364e-05 -0.000224481 0.000195389 -6.91346e-06 -0.000242205 0.000447497 0.00034009 0.00045122 0.000612475 -0.000498133 -0.000383094 -0.000231359 -0.000420442 -5.51195e-05 -0.000872474 -0.00030224 0.000287321 8.67773e-05 0.000259206 0.000517619 0.000423012
internal_weight=0 0.0538425 0.0525205 0.0511325 0.0501086 0.0482666 0.0464739 0.0454217 0.044292 0.0432693 0.0254982 0.0177711 0.019089 0.0125768 0.00651219 0.015594 0.014064 0.012022 0.00204203 0.0111418 0.00969576 0.00867467 0.00607124 0.00640923 0.0026924 0.00768722 0.0044264 0.00460526 0.00359975 0.00319177
internal_count=3121 3035 3014 2996 2987 2889 2840 2795 2765 2728 2329 399 830 483 347 354 333 244 89 439 354 336 312 1499 516 97 247 187 172 99
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=20
num_cat=0
split_feature=3 39 133 42 48 50 2 48 1 13 12 47 52 52 1 2 13 4 12
split_gain=0.000181352 0.000212627 0.00030156 0.000396444 0.000308083 0.000282196 0.000246299 0.000342385 0.000299489 0.000392616 0.000275926 0.000289819 0.000251276 0.00024843 0.000456315 0.000276657 0.000232182 0.000224328 0.000204676
threshold=0.30112000000000005 0.13507500000000003 0.10622000000000002 -0.11466499999999999 0.12649500000000002 0.10114000000000002 0.098035000000000011 0.099600000000000008 0.111945 -0.08971999999999998 0.10345000000000001 0.092530000000000015 -0.088204999999999992 -0.080979999999999983 0.095025000000000012 0.090790000000000023 0.00084500000000000016 -0.083854999999999985 0.12069000000000002
decision_type=2 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 9 -8 11 12 -5 -14 15 17 -11 -15 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 16 18 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0023402950884201176 0.0015225080450130086 0.0015875773141554022 -0.0021599033879707774 -0.0012813877712009899 -0.0015881614920509662 -0.0017547221336997427 0.0016023342610534776 0.0026836655271395026 0.002224403961138132 -0.0019151094932428759 0.0022609444683489286 -0.0017222083910969127 0.0020136694492732493 0.0013205087277414109 0.0017613079105827057 -0.0022083010809334494 0.00024966255247142977 -0.0008394654330883889 -5.8377005305670793e-05
leaf_weight=0.0010611970118920002 0.0010645919261476058 0.0010589930537641115 0.0010440238259151738 0.001799013735030215 0.0015583151299196621 0.0010489097502932579 0.0014790672404778604 0.0012274860705518975 0.0011092505090779525 0.0014131618802619697 0.0011841115288830925 0.001735487963709482 0.0010612314901781118 0.0011141859795202836 0.0015648338843301524 0.0011862344040339812 0.0014652266756467469 0.0018694954836158259 0.0010355966829913577
leaf_count=147 132 37 424 225 57 268 48 52 103 223 47 155 69 192 100 148 135 539 20
internal_value=0 -8.32893e-05 -0.000157149 -6.5893e-05 4.45606e-05 0.000169937 0.00027484 0.000865078 0.000456735 6.74995e-06 -3.99894e-05 -0.000301886 -1.50969e-05 0.000320112 6.71469e-06 -0.000651727 -0.000813145 -3.28737e-05 0.00117887
internal_weight=0 0.0250158 0.0239568 0.0229128 0.0218516 0.0202933 0.0192444 0.00669419 0.00546671 0.00435746 0.0125502 0.0103305 0.00859499 0.00679598 0.00573475 0.00416992 0.00287839 0.00298368 0.00221971
internal_count=3121 2989 2952 2528 2381 2324 2056 561 509 406 1495 1428 1273 1048 979 879 358 731 67
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=31 39 42 376 2 133 151 150 1456 1374 43 146 4 11 50 14 3 159 3 0 0 42 4 49 3 34 3 16 1374 15
split_gain=0.00166433 0.00141608 0.00146913 0.001547 0.00128815 0.00113114 0.00113171 0.00132629 0.00116351 0.00113397 0.00106095 0.00110074 0.00117902 0.00135266 0.00107634 0.00103247 0.00122526 0.00105399 0.00139236 0.001545 0.00117523 0.000969426 0.000899235 0.000872473 0.000999888 0.000854444 0.000956 0.000834688 0.00106933 0.000839609
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.17025000000000004 0.11269500000000002 -0.5225749999999999 -0.22665999999999997 -1.0000000180025095e-35 0.097240000000000007 0.39192500000000002 0.12035500000000002 0.27834500000000006 0.080455000000000013 0.11875500000000001 -0.10708499999999999 0.14121000000000003 0.091530000000000014 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -1.0000000180025095e-35 -0.39518999999999993 0.0034800000000000005 -0.14186499999999996 -1.0000000180025095e-35 0.11924500000000002 -0.36241499999999999 -0.094929999999999987 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -4 -8 -9 10 11 12 13 15 25 -10 17 18 23 27 -21 -22 -23 24 -17 -14 -27 -20 -29 -30
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 14 -15 -16 16 -18 -19 19 20 21 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0014006545098763847 -0.0014007111306516622 0.0014008185967033244 -0.0013846597121264692 0.0011014428043046565 0.001396705637374569 -0.0013456157507708579 0.0011226130459137864 -0.0011182718190782027 -0.0013241451840714259 -0.0013977739623714193 -0.0013886890113931213 -0.0014010315962772323 -0.0005309765059634125 -0.0013326157987521858 -0.00076892574376090947 -0.0003356285048809949 0.00069666426271659083 -0.0010527416259928928 -0.00085164900360227506 -0.0014004992709976737 -0.0014004819746047331 -0.0011660256426893768 0.0001242357439990642 0.0013015207294056941 0.0009780117746357737 0.0011898988875891081 1.8514312713771171e-05 -0.0004921180585813784 -0.00045975824739428485 0.00078496357243030906
leaf_weight=0.0015434917430443553 0.0016588980916907295 0.0012566899820711788 0.0013223761512932688 0.0021504683668958071 0.0010950889057497184 0.0014780104261409291 0.0017589294594984031 0.002166937612424035 0.0011629565827320212 0.0012317729860953355 0.0011141558982643565 0.001085276140656787 0.0010014986819726346 0.0016208471893222045 0.0011646738785202615 0.0027394925457002728 0.0045359776712956537 0.0020499582966833066 0.00135415050471721 0.0024923414384443307 0.0013438260616052142 0.0012885411158407439 0.005950557120005198 0.0020670300565370781 0.0019413689226155236 0.0047892903313773161 0.0019114577376235786 0.0024171214317902931 0.0012761484929235687 0.006351456127681827
leaf_count=86 18 21 45 49 50 365 23 265 17 24 105 3 17 114 13 41 68 137 50 300 360 51 556 21 17 124 55 17 23 86
internal_value=0 -7.09373e-05 -0.00010052 -6.50811e-05 -0.000107808 -0.000136404 -0.000104568 -7.36869e-05 -0.000113346 -7.05558e-05 -3.76341e-05 -6.62535e-06 2.52617e-05 -8.05341e-05 0.00048572 -2.56415e-05 1.65308e-05 -8.2122e-05 -1.4032e-05 -0.000181522 -0.000554003 -0.000308194 -0.000105428 0.000543801 0.000209199 0.000675438 0.000855749 0.000180384 0.000319514 0.000576713
internal_weight=0 0.0637773 0.0625206 0.0608617 0.0587112 0.0576162 0.0561381 0.0548158 0.0530568 0.0508899 0.0496581 0.048544 0.0474587 0.0385918 0.00886692 0.0369709 0.035808 0.031272 0.029222 0.0224741 0.0110753 0.00858292 0.0072391 0.00674789 0.00468086 0.00770225 0.00670075 0.0113989 0.0100447 0.0076276
internal_count=3121 3035 3014 2996 2947 2897 2532 2487 2464 2199 2175 2070 2067 1858 209 1744 1727 1659 1522 1443 1267 967 607 79 58 196 179 176 126 109
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 156 151 1348 15 1374 43 376 1455 49 157 42 43 150 13 13 1374 15 12 4 131 42 2 0 3 133
split_gain=0.00165308 0.00139452 0.00138793 0.00160347 0.00129011 0.00117321 0.00118657 0.00139183 0.00122317 0.0011577 0.00112126 0.00153312 0.00109893 0.00117524 0.00114952 0.00128291 0.00167772 0.00116742 0.00103198 0.00169478 0.000925357 0.000980758 0.000898208 0.00089674 0.000808694 0.000896074 0.00149652 0.000848705 0.00134108 0.0008815
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.47006499999999996 0.093235000000000012 0.24789500000000006 0.088470000000000007 0.086165000000000005 0.10969000000000002 -0.074224999999999985 -0.0060199999999999993 -0.070064999999999975 0.082565000000000013 -0.117405 -0.53104499999999988 -0.094929999999999987 -0.03241999999999999 0.083535000000000012 0.24564500000000003 0.10156500000000002 0.091735000000000025 0.10731 -0.063634999999999983 -0.077774999999999983 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=-1 2 -2 4 -4 -6 -7 8 -8 10 11 12 13 14 22 23 24 18 19 -18 -19 -22 -10 -16 25 27 -27 28 29 -17
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 -14 -15 15 16 17 20 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011490635662231297 0.0011491866766727033 0.0011491811634329811 -0.0011490162868703063 -0.0010651910869352301 -0.0011488110814632194 -0.0011084226988632075 0.0011488418244920183 0.0011443233146678907 0.00074374714192747238 -0.0010734086156151397 -0.00076175993869522386 0.0011055423669691822 -0.0011488851857431601 0.00059148299461806711 -0.00099876233405029745 -0.0010021847038936078 -0.00094453624682153917 -0.000445023214098807 -0.00060195988636649203 0.00033562936295118646 0.00079021115850829869 -0.00034298183565921784 -0.00025520025625918946 8.3673796849125119e-05 0.0011029854943884166 -0.00076931218398205699 0.00067941577666903123 0.00099366910060844191 0.00096294714678382405 0.00039377339060713283
leaf_weight=0.0015305407345476132 0.0011903562390216385 0.0012399229399875358 0.0014273687269010784 0.0022063447633229307 0.0012443097566592334 0.0012987670475084192 0.0011477888828128604 0.0013738803447722594 0.0038948679572037284 0.0014193252095395783 0.0025852954754572713 0.0016423722018572553 0.0011169522632350484 0.0041154839682757674 0.003359856703716523 0.0013797161711650583 0.0019012458227507523 0.0021673690448551497 0.010477439971938287 0.0048355464167428837 0.0034334295913724944 0.001426661358891578 0.0017089737567435037 0.0014440695427424544 0.0014871728051524266 0.0025183995549191707 0.0015021793022906849 0.0024601658162382014 0.0015730074563045093 0.0010521499144307001
leaf_count=86 9 21 17 99 159 46 69 32 73 38 168 36 136 127 535 72 8 16 646 64 70 11 174 39 22 77 35 25 66 145
internal_value=0 -5.80244e-05 -8.02358e-05 -0.000102342 -6.91457e-05 -4.45099e-05 -2.21021e-05 1.40336e-06 -2.53699e-05 -4.88083e-05 -2.28778e-05 1.28294e-05 -2.17797e-05 3.03269e-06 -4.89116e-05 -0.000115583 -4.15902e-05 -0.000215354 -0.000376424 -2.56568e-05 0.000179195 0.000457567 0.000439103 -0.00067338 0.000310236 0.000197801 -0.000228035 0.000462625 0.000136409 -0.000398222
internal_weight=0 0.0686304 0.0673905 0.0662001 0.0639938 0.0625664 0.0613221 0.0600233 0.0586495 0.0575017 0.0560824 0.0534971 0.0518547 0.0507377 0.0466223 0.0410184 0.0362145 0.0242417 0.0172142 0.00673679 0.00702746 0.00486009 0.00560384 0.00480393 0.0119728 0.0104856 0.00402058 0.00646504 0.00400487 0.00243187
internal_count=3121 3035 3014 3005 2906 2889 2730 2684 2652 2583 2545 2377 2341 2205 2078 1831 1257 815 718 72 97 81 247 574 442 420 112 308 283 217
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=21
num_cat=0
split_feature=51 39 124 52 1 157 160 151 49 133 0 13 4 1 2 4 0 16 48 43
split_gain=0.000197769 0.000282046 0.000324695 0.0003868 0.000254418 0.000225263 0.000260573 0.000363038 0.000412662 0.000372705 0.00034378 0.00031159 0.000405805 0.000410743 0.000382627 0.000259716 0.000227863 0.000206885 0.000257281 0.000107526
threshold=-0.40274499999999996 0.11593500000000001 -0.043384999999999993 -0.24164999999999998 0.096860000000000016 -0.077234999999999984 -1.0000000180025095e-35 -0.090369999999999992 0.093655000000000002 -1.0000000180025095e-35 -0.072269999999999987 -0.084034999999999985 0.0061450000000000003 0.086560000000000012 0.10497000000000002 -0.0073899999999999999 0.12500000000000003 -0.094359999999999986 -0.032929999999999994 -0.043144999999999996
decision_type=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 -2 15 10 -8 9 -9 -7 14 13 16 19 -5 -13 18 -14 -11
right_child=1 -3 3 5 -6 6 7 8 -10 11 -12 12 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0018313638929901691 7.9345724468134426e-06 0.0021134077184833924 -0.0026024058926797699 -0.00011060983987018007 0.0028863337803073821 -0.002809993378225452 -0.0022960695930312621 -0.0022995208235282211 0.0023629403672281103 0.003286204733007773 0.00019084540138673459 0.0010493381837188703 0.0014431972222320251 -0.0030968237254323586 -0.00061023605233420934 0.0027739964946598247 -0.0016364009438464347 0.0016637657859259337 -0.0013210406582776339 0.001397793660196065
leaf_weight=0.0010668078840825315 0.001089163606176057 0.0011689362753743984 0.0011722129504816393 0.0012736036385372351 0.0011759481374640224 0.001523930619293179 0.0011831162513176166 0.0012423118284379262 0.001431882259702367 0.0010878342697102639 0.0013049304804311204 0.0012522144132187749 0.0010420038072780358 0.0014636756472161672 0.0012977503129842916 0.0010474024626077041 0.0010863175264717029 0.0019057875292327608 0.0015309879804736859 0.0011340112148854288
leaf_count=114 63 59 301 158 186 492 71 583 107 55 121 253 31 182 66 108 11 40 60 60
internal_value=0 5.46175e-05 -4.46436e-05 -0.000204059 0.00150228 -6.89471e-05 -0.000227149 -1.06053e-05 0.0001762 -6.38656e-05 -0.00142573 0.000171494 -0.000283094 -0.00131408 0.00124106 0.00119113 -0.000198267 0.000592149 -0.000201586 0.00232238
internal_weight=0 0.025414 0.0242451 0.02198 0.00226511 0.0208078 0.0184868 0.0156579 0.0144748 0.0130429 0.00282886 0.0118006 0.00828099 0.00380221 0.0035196 0.00232101 0.00233853 0.00447878 0.00257299 0.00222185
internal_count=3121 3007 2948 2699 249 2398 2132 1519 1448 1341 613 758 577 446 181 266 264 131 91 115
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=20
num_cat=0
split_feature=44 1 3 3 2 0 484 457 0 2 15 12 133 15 4 13 2 2 47
split_gain=0.000183595 0.000244131 0.000396631 0.0003775 0.000417304 0.000353897 0.000247584 0.000264107 0.000336794 0.00040247 0.000304693 0.000356634 0.000218026 0.000212349 0.000351776 0.000173574 0.000309448 0.000246412 0.000146143
threshold=1.0000000180025095e-35 0.077565000000000009 0.16158000000000003 0.12745000000000004 0.12992500000000004 -0.059114999999999994 0.084040000000000017 -0.0029299999999999994 -0.10607499999999999 0.11215000000000001 -0.03241999999999999 0.051320000000000005 0.083950000000000011 -0.095869999999999983 0.0052350000000000009 0.11596500000000001 0.097220000000000015 0.10276500000000001 0.086380000000000012
decision_type=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 12 7 -3 9 13 18 -12 -1 -9 -15 16 -7 -18 -10
right_child=-2 2 -4 -5 -6 15 -8 8 10 -11 11 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.0028753876568322454 -0.0015495641413898404 -0.0018538800485300398 0.0028239869744228112 -0.0021906232937213216 0.0027563179626065625 -0.0024308437694167914 0.0019420907783275576 0.00035969675594472317 0.0011266776556956826 -0.0013311990491059432 -0.00011641833060960154 -0.0032223340709963441 -0.00037002084029573023 0.00038267663749318062 0.0035328733434201363 0.00096411004117968652 0.0018018269720453007 -0.0010586383540126898 -0.00051622818753300039
leaf_weight=0.0014406511796770643 0.0012679070170946707 0.0012107056513883671 0.0010233680816575932 0.0010704024104200007 0.0011286634956082517 0.0010170422574766755 0.0011948684134646123 0.0016097293095640453 0.0017886113326379691 0.0010493971127445434 0.001335332269482235 0.0011888126402568311 0.0010017847886953923 0.0010022927031858595 0.0015137932240776308 0.0021191232397939075 0.0010107913193877494 0.0010388349763519322 0.0018990237750688976
leaf_count=794 60 81 134 30 109 33 101 57 125 51 78 390 666 70 50 37 14 92 149
internal_value=0 5.97987e-05 0.000334671 0.00017537 0.000345099 -0.000553313 0.000147786 -2.2401e-05 0.000172328 0.000949459 -0.000475121 -0.00157923 -0.00184779 0.00152954 0.00227798 5.6369e-05 -0.000570896 0.000352025 0.000280629
internal_weight=0 0.0246432 0.017015 0.0159916 0.0149212 0.00762823 0.0137926 0.0125977 0.011387 0.00517521 0.00621178 0.00252414 0.00244244 0.00412582 0.00251609 0.00518579 0.00306667 0.00204963 0.00368764
internal_count=3121 3061 1425 1291 1261 1636 1152 1051 970 228 742 468 1460 177 120 176 139 106 274
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=19
num_cat=0
split_feature=38 124 483 148 42 15 3 133 160 151 4 0 12 52 42 48 2 1
split_gain=0.000176368 0.000393521 0.000228989 0.000206794 0.000219431 0.000254021 0.000239933 0.000265102 0.000467858 0.000215442 0.000317471 0.000340472 0.000271436 0.000317803 0.000275159 0.000227761 0.000175332 0.000152302
threshold=0.084835000000000008 -0.043384999999999993 1.0000000180025095e-35 -0.043434999999999994 0.11275500000000001 0.097485000000000016 0.13524500000000003 -0.032969999999999992 -0.079009999999999983 -0.0083949999999999979 0.053180000000000012 -0.053834999999999994 0.091545000000000015 0.077655000000000016 0.083995000000000014 0.085485000000000019 0.10774000000000002 0.107145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -9 -10 12 17 13 15 -15 -11 -8 -12
right_child=-2 2 -4 4 -6 -7 16 8 9 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0017790418252776629 -0.001505279868358135 0.0014146316152229236 -0.0019765183904443275 0.0014192555595367957 -0.0019165017797387709 -0.0018163021557491108 0.00018942846356368711 -0.0023686193422101133 -0.0012522102523430554 -0.0022775020809413589 0.0010587392027743728 -0.00023453031334695265 -0.0022891530431675684 -0.00023876316586616048 0.0026835071900391935 0.00026103481289817612 0.0023602787701125956 0.0030763045603467965
leaf_weight=0.001996098362033071 0.0012382577088754223 0.0015530549172240163 0.0010099935291501541 0.0016991840558246993 0.0010500824423438351 0.001199159698490603 0.0012050981081497261 0.0015449098412981819 0.0018850022781458095 0.0011587084484929733 0.0012422594984875523 0.0018837237533562146 0.0010204034132934581 0.0011017707291198775 0.0010096465569944257 0.00115293014542317 0.0012284828096964517 0.0012054175160134406
leaf_count=232 57 125 364 466 202 218 28 248 135 272 90 54 241 156 66 44 77 46
internal_value=0 5.94379e-05 -9.55294e-05 -5.66178e-06 -0.000118278 -1.64109e-05 0.000108079 -8.41394e-05 -0.000277596 -5.38884e-07 0.000240836 0.00105778 -0.000409213 2.44911e-05 0.00115862 -0.00101141 0.00128528 0.00205234
internal_weight=0 0.0241459 0.0221498 0.0211398 0.0195868 0.0185367 0.0173375 0.014904 0.0132048 0.0116599 0.00977486 0.0043314 0.00544346 0.00442306 0.00211142 0.00231164 0.00243358 0.00244768
internal_count=3121 3064 2832 2468 2343 2141 1923 1818 1352 1104 969 190 779 538 222 316 105 136
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=18
num_cat=0
split_feature=51 124 1 12 48 2 52 48 13 160 15 13 2 457 52 43 2
split_gain=0.000169489 0.000270817 0.000215064 0.000417798 0.000211019 0.000366404 0.000248809 0.000242317 0.000261005 0.000508766 0.000290312 0.000289177 0.000344203 0.00041372 0.000136238 0.000163123 8.77969e-05
threshold=-0.40274499999999996 0.10281000000000001 0.13686500000000004 0.11650500000000001 0.12879500000000002 0.12043500000000001 0.11434500000000002 0.095425000000000024 -0.084034999999999985 -0.081069999999999989 -0.0040799999999999994 0.24394000000000002 -1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -10 -2 12 -11 14 -14 -16 -12
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 11 16 -13 13 -15 15 -17 -18
leaf_value=-0.0017062111154493372 -0.00069182036738357538 0.0021771817733694967 0.0015632680628357462 -0.002331792022259669 -0.0017272980663052215 0.0019706441538904578 -0.0015372045084274355 0.0014818627217845881 0.0018753529931792559 0.00066769771416891712 0.00092470592964195007 0.0012175338023168746 -0.0030923033018292233 0.00040291726408759552 -0.0027172045064480961 -0.00058031134160010771 0.0025651412146358247
leaf_weight=0.0010074938819775161 0.0013411083103205268 0.0010192062120242254 0.0013922993241408657 0.0014399675509287882 0.0011603108476507798 0.0017228798329487196 0.0018156006839235008 0.0019835589550554209 0.0014185768552376085 0.0014737186363689113 0.0011223878631162415 0.0010463206353019672 0.0018872651922381377 0.0013787827534157415 0.0012085833788820785 0.0013258797890256654 0.0011893057925718153
leaf_count=114 300 34 150 109 57 137 390 163 127 80 248 58 363 95 454 211 31
internal_value=0 5.52727e-05 -3.91397e-05 -0.00014284 1.4178e-05 0.000121012 -6.43571e-05 0.000109563 -9.36968e-05 -0.000453387 0.000865311 -0.000850415 -0.00114787 -0.00160914 -0.00223654 -0.00159931 0.00176867
internal_weight=0 0.0239258 0.0229065 0.0215142 0.0200743 0.018914 0.0171911 0.0153755 0.0133919 0.00973913 0.0036528 0.00832055 0.00727423 0.00580051 0.00442173 0.00253446 0.00231169
internal_count=3121 3007 2973 2823 2714 2657 2520 2130 1967 1388 579 1261 1203 1123 1028 665 279
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=20
num_cat=0
split_feature=43 133 40 42 123 133 4 484 12 3 457 0 160 4 1 0 2 1 16
split_gain=0.000170901 0.000189708 0.000245744 0.000206321 0.000611298 0.000240434 0.000238653 0.00018156 0.000179678 0.000231869 0.000301903 0.000335351 0.000372566 0.000341587 0.000298825 0.000378263 0.000247131 0.000320189 4.9985e-05
threshold=0.24789500000000006 -0.085499999999999979 -0.083709999999999993 -0.088934999999999986 0.084025000000000016 0.093255000000000018 0.10637500000000001 -0.0068949999999999992 -0.015429999999999998 -0.10831999999999999 -0.0029299999999999994 -0.053834999999999994 -0.030779999999999998 -0.0016099999999999997 0.094825000000000007 -0.11756999999999999 0.10527500000000002 0.077845000000000011 -0.16075999999999999
decision_type=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 7 -4 -5 -9 16 -11 12 -12 -14 -15 -16 17 -10 -19
right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 -13 13 14 15 -17 -18 18 -20
leaf_value=0.0016495347213888172 -0.0016547777387266392 0.0019266752758561442 -0.002801884717439731 -0.0014745873990173537 0.0030359880370150047 -0.0021489691516103113 9.6501755277732371e-06 -0.0016326262354719268 -0.0011967544375320338 -0.0022366739536930158 -0.0013947015623774798 -0.0016588688485289413 0.0024520531912547304 -0.0015901187934707123 -0.00021400840515612383 0.0030522077830185982 0.002651574991441601 0.00080239810837488238 0.002127545936833669
leaf_weight=0.0012578422510778333 0.0010756561920302046 0.0010806217523535713 0.0010485495354358712 0.0014620220908907458 0.00111186822491005 0.0010332156828514729 0.0010896360609287115 0.001015905867400412 0.001330266972445311 0.0011047249336391144 0.0014769015057697378 0.0015746204075437562 0.0018649127667074127 0.0011037437221723644 0.0016728388924018844 0.0010043089966984553 0.001169815587136469 0.0010112254261969156 0.0010039889435482507
leaf_count=320 188 116 274 335 150 441 33 69 34 120 261 132 314 73 68 18 89 30 56
internal_value=0 6.02063e-05 -3.00103e-05 -0.000130323 9.52409e-06 -0.00017922 -0.0013691 -5.80449e-05 7.70221e-05 0.000198332 -0.000165036 9.81008e-05 0.000486515 0.000978628 0.000251865 0.00101128 0.000987153 0.000405154 0.00146259
internal_weight=0 0.023417 0.0221592 0.0210785 0.0189404 0.0178285 0.00213819 0.0167953 0.0153333 0.0143173 0.00980205 0.00869733 0.00712271 0.0056458 0.00378089 0.00267715 0.0045153 0.00334548 0.00201521
internal_count=3121 2933 2613 2497 2190 2040 307 1599 1264 1195 986 866 734 473 159 86 209 120 86
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=18
num_cat=0
split_feature=14 157 0 1 47 15 42 3 0 48 16 16 12 15 3 4 15
split_gain=0.000182976 0.00022173 0.000204632 0.000381133 0.000342595 0.000303571 0.000320399 0.000364401 0.000432363 0.000232729 0.000319157 0.000251205 0.000205208 0.000203861 0.000187384 0.000184249 5.43304e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.062294999999999996 0.077565000000000009 0.086380000000000012 -0.053579999999999996 0.093175000000000022 0.083060000000000009 0.11070500000000001 0.086260000000000017 -0.092484999999999984 -0.092484999999999984 0.095175000000000023 -0.10091499999999999 -0.069009999999999974 0.24564500000000003 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 9 -4 7 8 -7 10 16 -11 -9 15 -1 -6 -5
right_child=-2 2 5 4 13 6 -8 12 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-3.2788907062295424e-05 -0.0017522651986368722 -0.0022031595969468987 0.0021066313370306559 0.0028588002149147577 -0.0018612134026501225 0.0027031358409002094 -0.0021734219696144196 -0.0020754127911570587 -0.00023465130196508507 -0.0020669638431532354 -0.00022151074365474782 0.00078480167076635968 0.00049797984165172538 -0.0027904859939039631 0.0023835522889410891 0.00040582617616315701 0.0015144930686939481
leaf_weight=0.0010682072878878124 0.0010650199253392492 0.0019001865180738294 0.0016105347465773523 0.0011551793964350576 0.0011228387539734541 0.001873270578848011 0.0010271619305624036 0.0012686778769008811 0.0018174590446946581 0.0010987826299242442 0.0017889637266295111 0.0011791797679681082 0.001036980716889957 0.0010038617987042642 0.0013227478405566364 0.0016019430108080712 0.001063025859037392
leaf_count=302 101 1236 178 134 55 73 82 60 86 35 379 87 11 105 96 52 49
internal_value=0 6.72099e-05 -7.67024e-05 -0.00044125 -0.000106915 0.000426327 4.10255e-05 0.000420353 0.00125646 0.000504425 0.001127 -0.000590757 -0.000918017 -0.00113741 0.001304 -0.000528384 0.00221457
internal_weight=0 0.022939 0.020548 0.011914 0.0100138 0.00863408 0.00702355 0.00599639 0.00369073 0.00628513 0.00400717 0.00227796 0.00230566 0.00372864 0.00239096 0.00272478 0.00221821
internal_count=3121 3020 2622 2132 896 490 312 230 159 684 562 122 71 212 398 107 183
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 1348 1455 49 133 146 1 4 42 132 15 34 13 1373 456 16 15 12 159 133 151 3 13 50 4 4
split_gain=0.0016429 0.00149993 0.00124875 0.00153485 0.00112319 0.00130147 0.00106456 0.00113684 0.00114795 0.000869608 0.0011724 0.00112026 0.000946054 0.00119214 0.000848929 0.000902522 0.000713853 0.000603436 0.000887663 0.000983599 0.00085116 0.000986459 0.000791299 0.000615233 0.000663445 0.000717897 0.00120702 0.000714558 0.000687656 0.00131703
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.086165000000000005 0.10969000000000002 -0.25159999999999993 0.12035500000000002 0.11323000000000001 0.26790000000000008 -0.0060199999999999993 0.081465000000000024 0.095175000000000023 -1.0000000180025095e-35 -0.061684999999999997 0.089210000000000025 0.085215000000000013 -0.5048999999999999 -0.095869999999999983 0.098330000000000015 0.092630000000000018 0.099660000000000012 0.057610000000000008 0.10299500000000002 -0.13710499999999998 0.07826000000000001 -0.083854999999999985 -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=-1 2 -2 4 -4 6 7 8 -6 10 12 16 13 -10 15 -14 -12 18 19 -17 -21 22 23 24 25 26 -22 28 -28 -30
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 14 -15 -16 17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0014007494629772147 -0.0014006409320958108 0.0014009276119794655 -0.0013845357033305283 0.0010950501659032837 -0.0013164917778537594 0.0013528416456656891 -0.0014004358765136349 0.00063460431604945786 -0.0012249071499616268 -0.0013419362993225012 0.00050447749274706963 0.0010856986162129498 -0.00110026771463599 0.00038806315107395062 -0.00096105193321766448 0.0010555809020125141 -0.0005204893908140343 -0.00098968855362925948 -0.0010903016018591082 -0.00048191726390427284 -0.0010222714706380703 -0.00085351165637312008 -0.00065469582582342847 -0.00058840553497649026 -0.00026764700247808846 0.0013866559834091318 0.0010904468059571011 -0.0005365909558189485 -0.0010910716160384393 0.00067784423070001425
leaf_weight=0.0015808025489878466 0.0013679701834661264 0.001375395255720945 0.0012884058305964166 0.0022194681229983351 0.0015361363161563437 0.0012462723484247809 0.0011969796020836468 0.0041937387758501634 0.0031888539699140841 0.0010575389387668102 0.0028580408807030722 0.0030881752708875609 0.0014598931453235755 0.0012510272366395014 0.0020242181465555112 0.0020354539629465615 0.0024961221086954311 0.0011014920587655288 0.0012443055914328474 0.0048774327280947096 0.0010366985806911063 0.0016974503000248822 0.0016845658692687939 0.0012657876065289555 0.0023100284842669785 0.0017303851292496128 0.0043707112638315792 0.0010523618799176413 0.0010184858064361379 0.0043523139551906939
leaf_count=86 18 21 46 49 164 31 173 166 481 4 83 143 27 124 250 52 38 26 103 131 14 56 81 118 56 27 98 128 145 182
internal_value=0 -4.50025e-05 -7.80102e-05 -4.72825e-05 -9.20273e-05 -6.19543e-05 -9.45292e-05 -6.49976e-05 -0.000125197 -8.64267e-05 -5.76526e-05 0.000414037 -0.000163276 -0.00077042 -8.22323e-05 -2.52837e-05 2.66358e-05 2.74193e-05 6.64881e-05 0.00011896 4.3892e-05 0.00016888 0.000261087 0.000351109 0.00042604 0.000544206 0.000420986 0.000559604 0.000678024 0.000342398
internal_weight=0 0.0616257 0.0602503 0.0588823 0.0566629 0.0553745 0.0541282 0.0529312 0.0487375 0.0472013 0.0461438 0.00844234 0.0377015 0.00443988 0.0332616 0.0312374 0.00535416 0.0297775 0.028676 0.0274317 0.0253962 0.0205188 0.0188213 0.0171368 0.015871 0.013561 0.0118306 0.0107939 0.00974151 0.0053708
internal_count=3121 3035 3014 2996 2947 2901 2870 2697 2531 2367 2363 264 2099 605 1494 1244 121 1217 1191 1088 1036 905 849 768 650 594 567 553 425 327
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=18
num_cat=0
split_feature=44 12 42 132 13 52 0 2 49 47 1 1 42 13 3 16 16
split_gain=0.000162574 0.000189911 0.000417847 0.000411763 0.000347067 0.000524916 0.000498707 0.000467229 0.000419682 0.000384631 0.000533243 0.00025074 0.000473538 0.000359973 0.000239131 0.000283952 1.18867e-05
threshold=1.0000000180025095e-35 0.051320000000000005 -1.0000000180025095e-35 0.080640000000000017 -0.072309999999999985 0.10347000000000002 0.15398500000000004 0.11215000000000001 -0.066894999999999982 0.092710000000000015 0.094825000000000007 0.12958500000000003 0.091735000000000025 -0.023499999999999997 0.10732000000000001 -0.083134999999999987 0.0057500000000000008
decision_type=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 -6 10 -10 12 13 14 15 -4 -15
right_child=-2 2 11 -5 5 -7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0015281761092318792 -0.0012307097527703844 -0.002034594214223159 0.00015945485715960909 0.0023366883680663308 -0.0011798347722065184 0.0018057567041989007 -0.0026746793563273896 -0.00172330494754769 0.00027144537324366518 -0.00080436731782606761 0.0032124509870464371 0.0013717942032721194 -0.0018485406837160632 0.0010904053511355304 0.0007620602633192225 -0.0019815437653802168 0.001606535814764638
leaf_weight=0.0017570728927562848 0.0011868641129666449 0.0013526969982552437 0.0013737635809567559 0.0010787760906709751 0.0014844014488923944 0.0013949416255183431 0.0010030661658504414 0.0016113073603358785 0.0015876514195562992 0.0010638069681654372 0.0012706596840539319 0.0012753471263735614 0.0016653136105183042 0.0010259761385800195 0.0014019866180916551 0.00146593053954025 0.0010174067702521938
leaf_count=213 60 729 268 90 82 51 19 94 98 32 89 50 508 51 19 574 94
internal_value=0 5.36925e-05 -0.000278416 0.000340443 0.0001477 -0.000109908 -0.000443068 -0.000124101 0.00035251 0.000932456 0.00157887 -2.09208e-05 -0.000244331 0.000180726 -0.0003813 -0.000945789 0.00134739
internal_weight=0 0.0228301 0.0105784 0.0122517 0.0111729 0.00941583 0.00802089 0.00701783 0.00540652 0.00392212 0.00285831 0.00922572 0.00795038 0.00628506 0.00424168 0.00283969 0.00204338
internal_count=3121 3061 2293 768 678 465 414 395 301 219 187 1564 1514 1006 861 842 145
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=39 31 42 376 45 14 151 1348 1374 0 44 0 48 484 14 43 1 3 2 15 52 15 16 47 4 52 13 3 4 12
split_gain=0.00174178 0.00161947 0.00131079 0.00122354 0.00124311 0.00136471 0.00101471 0.00132234 0.00108378 0.00106134 0.0018877 0.0017083 0.00102328 0.00100394 0.00135293 0.00107155 0.000900997 0.00117985 0.0011508 0.00103898 0.000854592 0.00083935 0.000837765 0.00109247 0.000829997 0.000724046 0.000717162 0.000607856 0.000667876 0.000575541
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -0.10607499999999999 1.0000000180025095e-35 -0.075684999999999988 0.12879500000000002 -0.077774999999999983 -0.073394999999999974 -0.084794999999999995 1.0000000180025095e-35 0.11296500000000002 0.113445 -0.095869999999999983 0.10898500000000001 -0.10653 0.22339500000000004 0.11635500000000001 -0.49013999999999996 0.083680000000000018 -0.089109999999999981 0.013900000000000001 0.0061450000000000003 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 -1 -3 4 -4 6 -6 8 9 10 12 25 16 -13 -15 24 17 -8 19 21 22 -18 26 -24 -16 -11 -17 -21 -29 -26
right_child=-2 2 3 -5 5 -7 7 -9 -10 11 -12 13 -14 14 15 20 18 -19 -20 27 -22 -23 23 -25 29 -27 -28 28 -30 -31
leaf_value=0.0013462887846879836 0.0013466085830362454 -0.0013463066815292948 0.0013463948108231925 0.00096109421262794868 -0.0013276509214655472 -0.0012598561066956252 -0.0013460136422282769 0.0013404702293341158 -0.0013197976828261398 -0.0011444948949747551 -0.0013248488085103743 -0.0013460483856732779 -0.00069646387967763339 0.00099004154951518931 -0.00034742634457696382 0.00070211151751756878 0.0002358581401479397 0.00054832670979628991 0.0011971662081765224 0.0012843902518380489 -0.0011295363839407514 -0.00090275178405002307 -0.001346125308640194 0.00018044384375611564 0.0013227422348863144 -0.00018508122261229104 -0.00026436588871290889 -0.0002301443056860264 0.00090580199681551546 0.00027541609560865159
leaf_weight=0.0014266532498226061 0.0016149830615717056 0.0015018292404249669 0.0010405223265479427 0.0020020149461252848 0.0011862946579981317 0.0018977600774476846 0.0011767067303498557 0.0011787752454779357 0.0012893154590614122 0.0044891749351534315 0.0014316040713424618 0.0010313764200198241 0.0017657012394920448 0.0022834777234308481 0.0020307410352131683 0.0023825544633417888 0.0036969901590460097 0.0012061043362336932 0.0033554592603515241 0.0020469205659452445 0.0021036368424631755 0.0017178394253960488 0.0020052599918649605 0.0014730999336336481 0.0016336619420442801 0.0020876483391640832 0.0033416206382348625 0.0017655961921718699 0.0019994689605482563 0.0022731174456200876
leaf_count=84 23 18 9 49 45 98 83 30 37 863 29 82 21 56 19 38 50 6 94 48 117 22 210 21 40 624 197 23 23 62
internal_value=0 -7.02306e-05 -0.000105441 -7.2099e-05 -0.000110482 -0.000139165 -9.74241e-05 -6.80985e-05 -0.000102272 -6.90827e-05 0.000164818 -0.000242878 0.000278674 -5.18692e-05 1.64861e-05 -0.000112436 0.000380165 -0.000387158 0.000505549 0.000298839 -0.00035558 -0.000125363 -0.000178658 -0.000699617 0.000350556 -0.000839953 0.000137908 0.000694053 0.000373109 0.000713367
internal_weight=0 0.0588209 0.0573943 0.0558924 0.0538904 0.0528499 0.0509521 0.0497659 0.0485871 0.0472978 0.0201624 0.0271354 0.0187308 0.0205585 0.0195272 0.0172437 0.0169651 0.00238281 0.0145823 0.0112268 0.0113062 0.00541483 0.00920254 0.00347836 0.00593752 0.00657682 0.00572418 0.00581199 0.00376507 0.00390678
internal_count=3121 3098 3014 2996 2947 2938 2840 2795 2765 2728 399 2329 370 842 760 704 349 89 260 166 583 72 466 231 121 1487 235 94 46 102
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=18
num_cat=0
split_feature=14 157 124 12 14 15 15 42 0 43 16 13 15 147 0 42 0
split_gain=0.000182476 0.000184585 0.000173491 0.000228476 0.000230063 0.000306722 0.000211665 0.000294459 0.000271654 0.000262903 0.000327413 0.000331307 0.000383005 0.000298852 0.00025136 0.000233493 0.00016209
threshold=0.076175000000000007 -0.073574999999999988 0.10281000000000001 0.11650500000000001 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 -1.0000000180025095e-35 -0.11756999999999999 -0.083879999999999996 0.22339500000000004 -0.117405 -0.074054999999999996 1.0000000180025095e-35 -0.033209999999999996 0.086730000000000015 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -3 -6 8 -8 -7 15 11 -11 -13 14 -14 -9 -1
right_child=-2 2 -4 -5 5 6 7 9 -10 10 -12 12 13 -15 -16 -17 -18
leaf_value=0.0020792163720088344 -0.0015372559814936708 -0.0014625515337698374 0.0014235224870238154 -0.001842451642282645 0.0019793616247900806 -0.0022756332618306171 -0.0013919060153512054 0.0026267405184926236 0.00018987146962012828 0.0018309131051099331 -0.0015236909286695482 0.0015143259661880911 -0.0021586515758066651 0.00097619909804521948 0.00017676753463173261 0.00022887674429770207 8.7682137736732276e-05
leaf_weight=0.0011676171673116187 0.0010858570686016469 0.0015098813108780354 0.0010900231537891427 0.0010792643290978834 0.0011615473753199207 0.0012986020855052516 0.0015819812779568889 0.0012472174588924459 0.0012968230700287587 0.0017820584457250961 0.0015565162657076304 0.0016189283034029308 0.0018743166081286429 0.0011399071798017246 0.0010406348889073986 0.0011182733464254468 0.0012064924371206756
leaf_count=39 101 96 39 123 192 81 611 112 154 81 203 170 568 55 37 100 359
internal_value=0 6.158e-05 -5.54685e-05 -0.000138973 -3.81043e-05 9.05534e-05 -5.04883e-05 0.000148424 -0.00104373 0.000362592 6.58495e-05 0.000397689 -5.24666e-05 -0.000678019 -0.00132491 0.00149316 0.00106714
internal_weight=0 0.0227701 0.020396 0.019306 0.0182267 0.0167168 0.0155553 0.0129598 0.00259543 0.0113779 0.00901236 0.00745585 0.00567379 0.00405486 0.00291495 0.00236549 0.00237411
internal_count=3121 3020 2622 2583 2460 2364 2172 1937 235 1326 1114 911 830 660 605 212 398
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=19
num_cat=0
split_feature=1 12 15 15 52 16 159 3 2 2 13 0 2 13 2 15 151 15
split_gain=0.000193493 0.000293204 0.000290481 0.000413663 0.000272177 0.000344158 0.000224172 0.000281899 0.000287501 0.000278549 0.00028067 0.000220225 0.000219429 0.000326428 0.000180233 0.000164927 0.000149623 0.000145896
threshold=0.10439500000000002 0.098810000000000023 -0.016799999999999995 -0.052074999999999989 -0.081429999999999989 -0.071854999999999988 0.091005000000000016 -0.10831999999999999 0.10327000000000001 0.096015000000000017 -0.084319999999999992 -0.098289999999999975 0.10803500000000001 0.073000000000000023 0.084055000000000005 0.024640000000000006 -0.0067699999999999991 -0.13578499999999996
decision_type=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 11 7 12 9 10 -9 17 13 -1 -12 -4 -16 -6
right_child=2 -3 15 -5 5 -7 -8 8 -10 -11 14 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0016329072885918657 0.0020473509240983771 -0.0019006188966614371 0.0025789565724319108 -0.0018194225863009978 -0.00076565524985304284 -0.0014911573226445351 -0.0018001160834303848 -0.0021860277145069988 -0.0021596592900541543 0.0016338922135119476 0.00085974695688328701 0.0019440331464406341 0.0024103227482929332 -0.0012023528520385433 0.00018005509116725304 0.00066342532955856028 -0.0017662925154674097 0.0010289722783724245
leaf_weight=0.0012174394217883151 0.001164877619971528 0.0014443657053892509 0.0010687382005540877 0.0014123931195015862 0.001441567962014112 0.0014582186100700048 0.001006652000290321 0.0010144848729561912 0.0010632917911108652 0.0011150652273949624 0.0018798951360787762 0.0012294821137233125 0.0010028254138703119 0.0010601769664635441 0.0012024102428812595 0.0015185590923803005 0.0010177123778674062 0.0011259409693344944
leaf_count=75 100 342 84 60 84 106 190 480 160 130 379 140 21 78 85 68 496 43
internal_value=0 -0.000313558 0.000369431 1.09431e-05 0.000413616 5.14801e-05 -0.000115604 4.47736e-05 -0.000364327 -5.78915e-05 -0.000426735 0.000643924 0.000954259 0.00031316 8.57471e-06 0.00145468 -0.000712158 2.13506e-05
internal_weight=0 0.0130243 0.0104198 0.00783248 0.00642009 0.00525521 0.01158 0.0105733 0.00729286 0.00622957 0.0051145 0.00379699 0.00328044 0.00227762 0.00410002 0.0025873 0.00222012 0.00256751
internal_count=3121 2436 685 533 473 373 2094 1904 1730 1570 1440 267 174 153 960 152 581 127
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=18
num_cat=0
split_feature=14 484 38 124 52 160 1 151 16 0 12 160 0 3 47 474 3
split_gain=0.00017207 0.000172473 0.000236654 0.000338766 0.000208979 0.000231244 0.000248534 0.000236781 0.000383655 0.000265446 0.000180767 0.000203832 0.000174827 0.000234049 0.000149219 0.000145284 7.73139e-05
threshold=0.076175000000000007 0.085515000000000022 0.084835000000000008 -0.043384999999999993 -0.40306999999999998 -0.080409999999999995 0.099195000000000019 -0.0056149999999999993 -0.071854999999999988 -0.019414999999999998 0.098810000000000023 0.086870000000000017 -0.11437499999999999 -0.083924999999999986 0.10670500000000001 0.084660000000000027 -0.14477499999999996
decision_type=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 14 -10 11 12 -7 16 -9 -3 -14
right_child=-2 15 -4 4 5 6 7 8 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0019701027448699809 -0.0016992385229258103 4.444960992811456e-05 -0.0020739661705166199 -0.00201001692074761 -0.0015838937389478962 0.0015993781526647275 -0.00083147664207511068 0.0030521177642848364 -0.0011434810899209349 0.0016879078775632198 -0.0019287299938307014 -0.0013884599885546562 -0.00014764003996508841 -0.0014941434745811707 0.0010508932607751216 0.0022793607286579268 0.0014736404843480218
leaf_weight=0.0015592537336222003 0.0010597772203482228 0.001013424909622084 0.0010135507596302764 0.0010124521736490878 0.0015373994170878582 0.0014536129784090647 0.0013619475887818311 0.0017135739635016911 0.0015592228499681227 0.0010012188212655823 0.001144859184507907 0.0016640913609773378 0.0010027140988384531 0.0014551130733614481 0.0011441986638871526 0.0011359675780209244 0.0011777830108466959
leaf_count=204 101 214 49 269 376 57 103 114 83 26 214 166 29 550 39 118 409
internal_value=0 7.11034e-05 -5.42184e-05 5.47436e-05 -0.000118608 -5.15107e-07 0.000165327 0.000767984 0.00117003 -3.63128e-05 -0.000352022 -8.47298e-05 0.000341568 -0.000161337 0.00225086 0.00122561 0.000728085
internal_weight=0 0.0219504 0.019801 0.0187874 0.0172282 0.0162157 0.0146783 0.00678016 0.00541821 0.00256044 0.00789817 0.00675331 0.00508922 0.00363561 0.00285777 0.00214939 0.0021805
internal_count=3121 3020 2688 2639 2435 2166 1790 365 262 109 1425 1211 1045 988 153 332 438
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=31 39 42 376 156 151 49 4 47 47 42 43 16 160 41 16 16 2 4 48 2 2 2 48 3 3 52 52 16 52
split_gain=0.00144984 0.00141519 0.00104659 0.00099292 0.00093229 0.000758884 0.00134369 0.00118021 0.000864394 0.00116173 0.00122218 0.000925788 0.00168563 0.00141258 0.000943432 0.00111155 0.00110135 0.000684298 0.000958779 0.00126342 0.000661106 0.000645235 0.00079036 0.000553475 0.000552326 0.000966797 0.000455594 0.000451826 0.000392117 0.00034593
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.27834500000000006 0.13206500000000002 0.11312500000000002 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 -0.091944999999999985 0.076195000000000013 -0.0087049999999999992 -0.062804999999999986 0.084055000000000005 0.033845000000000007 0.094275000000000012 0.113445 0.089885000000000007 0.092755000000000018 -0.032929999999999994 -0.10831999999999999 -0.011549999999999998 -0.069804999999999992 -0.085264999999999994 -0.51370499999999997 0.11008000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 26 29 13 -13 15 16 17 -15 19 21 23 -19 -23 -9 -17 -26 -7 -27 -20 -12
right_child=1 -3 3 -5 5 6 -8 20 -10 -11 11 12 -14 14 -16 24 -18 18 28 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0013199265363752777 -0.0013198025364873271 0.0013200530155224803 -0.0013196138648479657 0.0010192646129604222 -0.0011233806270148543 -0.00026687767716182455 0.0010007766172680317 0.00073055007939086427 -0.0012435404954305135 0.00081682690455042099 0.00016704078684078423 -0.0012008737554986214 -0.001157241112375072 0.00064952368373706593 -0.0011184294431942046 0.0010774390880945914 -0.00086490697072185666 -0.00095940760270365175 -0.00015815387210058228 0.0013187361478065561 0.00085696449887858578 0.00083892694114718279 -0.00044648303837632741 -0.00023536694775837667 -0.00085517895123958542 -5.157648292438605e-05 -0.0012159887101778127 0.00094823204583985342 -0.0011121951358466469 0.0010232221720658328
leaf_weight=0.00139455778822306 0.0011532881147005005 0.0012943245519636539 0.0010349566280245517 0.0014722630671393224 0.0011285105359100092 0.0013417103732420443 0.0021102056865700538 0.0015246887821547261 0.0012712070198546135 0.0020968403040271246 0.0018271464977601673 0.0017924130660498241 0.0027910101149055669 0.0026151639364240141 0.0012057037480417412 0.0021539796480851692 0.0028127701080999925 0.0012181012893694998 0.001288210029684933 0.0013434958230646998 0.0031440212109306032 0.0015827072721954494 0.0017581153278420913 0.0032025938833584178 0.0010335527855152016 0.0012093642585000453 0.0025626309771245017 0.0022536635047423334 0.00179585492689327 0.0014932086628505203
leaf_count=86 18 21 163 49 63 141 50 31 25 44 33 276 213 144 52 23 192 164 20 24 155 41 73 60 218 20 610 39 60 13
internal_value=0 -4.29438e-05 -7.67287e-05 -4.86538e-05 -8.03577e-05 -5.39438e-05 -2.84976e-05 -7.6425e-05 -0.000174056 -0.000136474 -0.00019513 -0.000105241 -0.000186514 -7.39227e-05 1.67778e-05 8.17541e-05 -0.000124138 5.54578e-05 -0.000117422 0.000194135 0.000388041 -0.00013728 0.000162477 7.61699e-05 0.000528005 0.000264812 -0.000889831 0.000599077 -0.000713693 0.000552077
internal_weight=0 0.0535117 0.0522174 0.0510641 0.0495918 0.0485569 0.0474284 0.0453182 0.0374468 0.0361756 0.0340788 0.0301745 0.0268541 0.0240631 0.0222707 0.021065 0.0144144 0.0116016 0.00898648 0.00590242 0.0078713 0.00455892 0.00334082 0.00472728 0.00665056 0.00449658 0.00390434 0.00346303 0.00308406 0.00332036
internal_count=3121 3035 3014 2996 2947 2784 2721 2671 2425 2400 2356 1605 1559 1346 1070 1018 718 526 382 302 246 278 114 91 300 277 751 59 80 46
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=18
num_cat=0
split_feature=1 15 2 43 43 47 42 0 2 2 52 52 1 2 4 15 150
split_gain=0.000162881 0.000223952 0.00032676 0.000313205 0.000325483 0.000241908 0.000218098 0.0002636 0.000294792 0.000429938 0.000181891 0.000248674 0.000218029 0.00017639 0.000168643 0.000143448 0.000103681
threshold=0.10439500000000002 -0.016799999999999995 0.13754500000000003 -0.14386499999999997 -0.074359999999999996 0.086785000000000015 0.093775000000000011 0.18019500000000002 0.10327000000000001 0.098260000000000014 -0.088204999999999992 -0.080114999999999978 0.093890000000000015 0.090790000000000023 -0.080924999999999983 0.024640000000000006 0.11456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 16 7 8 9 10 -1 -12 13 14 -13 -3 -6
right_child=1 15 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0015389877963846296 -0.0021854728569632911 0.0024884538688908328 0.0020884795801065386 0.001986591520100979 0.0010666397624115949 -0.0014744387606326103 -0.0017241152847463658 0.001662629077518356 -0.0018750440554025042 0.0023457976070260437 0.0016832691667134051 0.00083503398222015547 0.0012226863512068132 -0.0020775836500065 -0.0010673489569047693 0.00060094217234536219 -0.00046689229303175387
leaf_weight=0.001552977406132308 0.0010940347763011005 0.0010181847297703328 0.0010096362098017675 0.0010968811714644477 0.0014559877663313792 0.0018068232144177188 0.0014422463774473879 0.0011289740987763261 0.001554405484450073 0.0010105679010967705 0.0010386326948408379 0.0011897971979165671 0.0010000276677764042 0.0011690103528128049 0.0017236536100266797 0.0015105577987437613 0.0012273864322054351
leaf_count=303 32 84 133 140 116 81 418 20 265 104 62 458 57 196 553 68 31
internal_value=0 0.000357557 2.76414e-05 -0.000283788 8.85905e-05 -0.00037506 -0.000300341 -0.000119709 -0.000316232 -3.72314e-05 -0.000351042 -4.96505e-05 -0.000403782 -0.000802196 -0.000290452 0.00136094 0.000365196
internal_weight=0 0.0102195 0.00769075 0.00668111 0.00558708 0.0044902 0.0128103 0.011368 0.0102391 0.00868467 0.0076741 0.00612112 0.00508249 0.00408246 0.00291345 0.00252874 0.00268337
internal_count=3121 685 533 400 368 228 2436 2018 1998 1733 1629 1326 1264 1207 1011 152 147
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=39 31 42 376 1456 457 457 4 151 15 151 11 160 160 42 156 43 42 16 48 12 1 3 13 2 2 15 2 4 42
split_gain=0.00142989 0.00126576 0.00110991 0.000998419 0.000837425 0.000769025 0.000939505 0.000862096 0.00107313 0.00118793 0.000947678 0.000810652 0.000740143 0.000687664 0.000926672 0.000810634 0.000871218 0.00125876 0.00069616 0.000677246 0.00114087 0.00115186 0.000609046 0.000857772 0.000568493 0.000543456 0.000489648 0.000447367 0.00039281 0.000467976
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 -1.0000000180025095e-35 -0.095869999999999983 -0.084084999999999979 0.079915000000000014 -0.090969999999999981 -0.081069999999999989 -1.0000000180025095e-35 0.087120000000000017 -0.074359999999999996 0.082250000000000004 0.22339500000000004 -0.032929999999999994 0.12477500000000001 0.111945 0.090900000000000009 0.0061450000000000003 0.10097500000000002 0.089885000000000007 -0.089964999999999976 0.099515000000000006 -0.0035949999999999997 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 -1 -3 4 5 -4 -7 8 22 -10 -9 12 -11 -14 -15 16 28 18 24 -12 21 27 23 26 25 -18 -8 -21 29 -16
right_child=-2 2 3 -5 -6 6 7 10 9 11 19 -13 13 14 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015463850896256766 0.0015466403495998885 -0.0015464144917506539 0.001147856936031009 0.001121605853799971 -0.0014166943230067921 -0.0010796319618061605 0.00026194510075593948 -0.00079001704502084324 -0.0013408019365596202 -0.0011732794332096521 0.0015463303922112874 -0.0015461444558186636 0.00099821642844707265 -0.0012242607741976745 0.0011327467586280573 -0.0011120943876811976 3.359503598465043e-06 -0.0015462040625156368 -0.00081267173958044414 -0.00082576478592764359 -0.0010879120846502591 0.0012914199068674568 0.0010515031529238568 0.0010305753102246968 -0.00021749749608612523 0.0012926758300654349 -0.0011734707505673802 0.0004524597048827521 0.0013301104705262408 -0.00016315125601783386
leaf_weight=0.0011291489850568928 0.0013444993349196457 0.0012517112699228497 0.0011857941940576202 0.001618955749817629 0.0011501433085536741 0.0022787981719307729 0.0010056269682516827 0.0014901648928002951 0.0025388771886003516 0.0015410249426475167 0.0013609907055069934 0.0010424038735372667 0.0013646442361636693 0.0017005989911493815 0.0010888422457249192 0.0014554327196329995 0.0013314904469865531 0.0013519878197523205 0.001640411562043198 0.00116595034836564 0.001102258172522852 0.0029823570472071737 0.0021633475789357703 0.0012755007327314161 0.0025446388731751313 0.0018916682060989842 0.0013054576108828533 0.0014920243133644817 0.0014544790727413189 0.0017156330048990753
leaf_count=84 23 18 30 49 268 155 75 33 177 241 47 112 56 540 24 102 44 411 28 24 6 154 49 40 33 19 106 43 46 84
internal_value=0 -7.05915e-05 -0.000110727 -7.01056e-05 -0.000115373 -7.92822e-05 -0.000115404 -5.75892e-05 -0.000192897 -0.000344247 0.000343128 -0.000218515 -0.000145986 -5.57293e-05 -0.000144647 -1.78048e-05 0.000104528 -0.000174338 7.60262e-05 0.000551501 0.000350695 0.000631834 0.000403617 1.28262e-05 0.00032878 0.000760058 -0.000548875 -0.000108248 0.000678122 0.000339983
internal_weight=0 0.0466204 0.0454912 0.0442395 0.0426205 0.0414704 0.0402846 0.0380058 0.0284121 0.0226621 0.00959375 0.0201233 0.0190809 0.0175398 0.0161752 0.0144746 0.0130192 0.0087602 0.00740821 0.00810358 0.00674259 0.00564033 0.00574993 0.00358659 0.0057678 0.00322316 0.00231108 0.00265797 0.00425895 0.00280448
internal_count=3121 3098 3014 2996 2947 2679 2649 2494 2187 1917 307 1740 1628 1387 1331 791 689 535 124 274 227 221 270 221 96 63 181 67 154 108
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=31 39 45 14 1374 42 150 2 1455 1 15 42 151 1 42 52 12 0 403 484 151 1374 1 0 42 16 13 4 16 0
split_gain=0.00185218 0.0015172 0.00132957 0.001638 0.00122746 0.00125942 0.00113704 0.00143473 0.00109903 0.000959397 0.00112673 0.00111894 0.000908744 0.000886542 0.00100458 0.00106432 0.000814566 0.00102142 0.000759965 0.000846368 0.000738198 0.000717114 0.000787427 0.000689129 0.000659724 0.000944015 0.000678731 0.000789144 0.000986991 0.000634262
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 0.097240000000000007 -0.26584999999999998 0.083095000000000016 0.089885000000000007 1.0000000180025095e-35 0.111945 -0.037864999999999989 0.091465000000000005 -0.077429999999999985 0.091785000000000019 0.088380000000000014 -0.023194999999999997 0.098810000000000023 0.15398500000000004 -0.088999999999999982 0.085595000000000018 -0.083274999999999988 -0.094929999999999987 0.086455000000000018 0.37383500000000008 -1.0000000180025095e-35 0.22339500000000004 -0.10278499999999999 -0.083854999999999985 -0.0007049999999999999 -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 -2 4 5 -4 8 12 9 10 13 16 20 -7 15 -15 18 -18 -12 24 -8 -9 -23 -13 -20 26 -26 -28 -29 -11
right_child=1 -3 3 -5 -6 6 7 21 -10 29 11 23 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.001195621422178958 0.0011956728736616862 0.0011956761500897127 -0.0011954150899988038 -0.0011344262319702583 -0.001173700317931385 -0.0011952298042795602 -0.00049250318326403376 -0.00012995251938772981 -0.0011952696691534734 0.00010922515495548318 -0.00076334542321235515 -0.0011944662865157366 -0.0011101824166804329 0.00029897574770498938 0.00058821903865604816 -0.00090834441280572618 -0.001195446203354926 0.00033560899218289687 -0.00055958862010719885 0.00088963215163835791 0.00087713391669992614 -8.976274396217958e-05 0.0009654263121315485 2.4742881795527663e-05 0.00099029925543529232 -0.00065026023429948124 0.00059660723297770438 -0.000956975829856913 0.00057971191479102657 0.00094588614446100062
leaf_weight=0.0017403242392761689 0.0011391731295589116 0.0013552490902952732 0.0013175903952600257 0.0021396999948990461 0.0014013268223109767 0.0022442956846395745 0.0012129684781339023 0.0015832674691722568 0.0012794332182495252 0.010735844038970654 0.0010968144126808363 0.0017420184830498888 0.0013055930736225472 0.001455691226738054 0.0013628754183727665 0.0036788304752590761 0.0014552370176268417 0.0010875577622186938 0.0016948160120806586 0.0025581609889568932 0.0010475363752959765 0.0012458025638366612 0.0053412269481931673 0.0010683198530614391 0.0021315122182841159 0.0013995170617793207 0.003110908586336331 0.0014187484388283825 0.0010307972045922138 0.0014716746979974724
leaf_count=86 9 21 17 99 29 524 74 17 208 244 182 292 55 35 39 57 111 6 280 70 23 41 138 6 23 87 49 191 41 67
internal_value=0 -5.47787e-05 -8.31381e-05 -0.00010799 -6.91034e-05 -4.09991e-05 -1.27056e-05 0.000316194 -0.000104562 -7.03117e-05 -0.000190265 -3.24438e-05 -0.000316314 -0.000547629 -0.000323939 -0.000566056 8.31452e-05 -0.000540611 0.000192975 0.000271577 0.000142198 0.000592265 0.000765859 -0.000730997 0.000124995 0.000252614 0.000416887 0.000197079 -0.00031032 0.000210089
internal_weight=0 0.0611125 0.0597572 0.0586181 0.0564784 0.055077 0.0537594 0.0117364 0.0420231 0.0407436 0.0285361 0.0197944 0.0035661 0.00874169 0.0064974 0.00513452 0.0169841 0.00254279 0.0144413 0.0133445 0.0022605 0.0081703 0.00658703 0.00281034 0.0107863 0.00909148 0.00769197 0.00556045 0.00244955 0.0122075
internal_count=3121 3035 3014 3005 2906 2877 2860 348 2512 2304 1993 1338 152 655 131 92 1040 117 923 741 97 196 179 298 671 391 304 281 232 311
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=19
num_cat=0
split_feature=124 123 484 133 12 1 12 48 2 52 12 0 2 48 48 12 16 15
split_gain=0.000154616 0.000174382 0.000283604 0.000201015 0.000284237 0.000233886 0.000346601 0.000412854 0.000400059 0.00041996 0.000474293 0.000282004 0.000243066 0.000465737 0.000359022 0.000376673 0.000293864 7.06559e-05
threshold=0.10195500000000002 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.015429999999999998 0.13686500000000004 0.11650500000000001 0.11951500000000001 0.11548000000000001 0.11434500000000002 0.10345000000000001 -0.23091999999999999 0.092120000000000021 0.084855000000000014 0.085700000000000012 0.084100000000000022 0.057265000000000003 -0.0063699999999999989
decision_type=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 9 10 11 -6 14 16 15 17 -14 -13
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0018434102861372317 0.0013948144170789361 0.0010117178669923673 -0.0016743805029105212 -0.001561372658295083 0.0020584465267194036 0.0019233447934072423 -0.0018973398434936645 -0.0021331014703616811 0.0024489843014361074 -0.0019445615936601287 0.0029113722832155089 0.00014808851715064479 -0.0016884344716147205 0.0027823113227528635 -0.0024742679535475127 -0.0013848470079333025 0.0011676283215366942 0.0014244116094655837
leaf_weight=0.0013895800215381051 0.0010859609618614199 0.0019474768383567201 0.0012976674431253157 0.0012120434335216581 0.0010277195745516101 0.0010439631701508736 0.0012107065301223416 0.0010006487116633886 0.001258390009102329 0.0012032118653697585 0.0010124495751682181 0.0010905046153872888 0.0010565256077812446 0.0011063415967518253 0.0011099981150357596 0.0018025988725728359 0.0010359324194286756 0.001490499878372022
leaf_count=488 42 242 132 378 34 63 66 46 134 241 63 69 85 59 85 674 132 88
internal_value=0 -7.75609e-05 -0.00018181 -6.00262e-05 4.25084e-05 0.00017795 5.96728e-05 0.000226591 0.00040555 0.000190111 0.000429426 0.000170906 -5.22621e-05 0.000782761 -0.000538477 -4.83044e-05 -0.000274457 0.00088515
internal_weight=0 0.0222963 0.0203488 0.0189592 0.0177472 0.0164495 0.0154055 0.0141948 0.0131942 0.0119358 0.0107326 0.00972012 0.0086924 0.0031988 0.0054936 0.0043836 0.00209246 0.002581
internal_count=3121 3079 2837 2349 1971 1839 1776 1710 1664 1530 1289 1226 1192 276 916 831 217 157
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=31 39 45 14 151 1348 42 156 15 1374 11 2 0 0 0 49 2 2 3 51 16 16 151 2 51 15 160 3 2 2
split_gain=0.0019865 0.0014889 0.0012509 0.00170417 0.00127272 0.00154797 0.00124005 0.00119914 0.0012162 0.00110727 0.00109477 0.00111519 0.00122103 0.00230635 0.00148144 0.00142451 0.00113297 0.00130752 0.0010888 0.000981642 0.000979148 0.00101387 0.00111328 0.00117961 0.000950938 0.000760204 0.000789218 0.000735932 0.000722542 0.00129738
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 -0.26584999999999998 -1.0000000180025095e-35 -0.24436499999999997 0.093235000000000012 0.087925000000000017 0.10774000000000002 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 0.0034800000000000005 0.092365000000000017 0.10097500000000002 -0.116045 0.11144500000000002 -0.15241499999999997 -0.071854999999999988 -1.0000000180025095e-35 0.13712500000000002 -0.076794999999999988 -0.095869999999999983 0.08443500000000001 0.11924500000000002 0.079055000000000014 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=-1 2 -2 4 -4 6 -6 -8 19 10 11 12 25 -14 -15 16 -16 -18 -13 24 27 -22 -23 -24 -9 26 -10 -20 -27 -30
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 18 13 14 15 -17 17 -19 20 -21 21 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0013201285266780229 0.0013200397280363327 0.0013201099138544759 -0.0012805763661529008 -0.0012450096058424266 -0.0013198446491795315 0.0013145979136643705 -0.001319627346450692 -6.9551484762771278e-05 5.6614382189418328e-05 -0.0012525749455879194 -0.0010877940425576835 0.00089769493232996279 -0.00092478801163156708 0.0010933020291878249 -0.0010982821031133212 0.00079961901220614853 0.00048288262138293763 -0.00072115581607454574 0.00022730354790468437 -0.0004935298502835501 0.001274941638335281 0.0011517896853616306 0.00024278420032773269 -0.0012631494593705029 0.0013000099056537382 0.0011158303801022612 -0.0011906016285760154 -0.0011041687695251311 -0.00062881116885713623 0.00059317765790564854
leaf_weight=0.0018751368463014719 0.0010842384526767992 0.0013392897016473162 0.0014722675638871854 0.0022205522768814481 0.0013544196901733576 0.0014364223771252673 0.0012521443862762984 0.0012683072508394844 0.0034952973535737905 0.0013573302041436355 0.0016916626481133781 0.0039150827374214723 0.0074499764633175645 0.0018381959062026007 0.0028554880280822412 0.0020853128067415136 0.0032660722430009059 0.0030249350459143898 0.0012285990770166686 0.0011494319092548722 0.0015847839007108186 0.0012676140354415119 0.0026854119757739854 0.0013665932184352414 0.0029039411219287095 0.001918092695632357 0.001182217974715627 0.0017557783378947533 0.0022281919207216561 0.0047119609878052415
leaf_count=86 9 21 46 99 17 32 159 22 54 36 65 35 1594 11 73 25 36 33 45 17 62 32 147 34 153 16 42 18 27 75
internal_value=0 -5.7088e-05 -8.54424e-05 -0.000109266 -6.84209e-05 -3.88122e-05 -7.18539e-05 -4.24483e-05 -1.40079e-05 -7.67518e-05 -4.45431e-05 -7.66802e-06 -0.000135907 -0.000338838 -4.84256e-06 -0.000184565 -0.000408949 -9.60609e-05 0.000308713 0.000586217 7.55285e-05 0.000348516 7.25219e-05 -0.000265112 0.000883682 0.000171732 -0.000258613 -0.000556032 0.000398971 0.000200848
internal_weight=0 0.0663896 0.0650503 0.0639661 0.0617455 0.0602733 0.0588368 0.0574824 0.0562303 0.0509086 0.0495513 0.0478596 0.0340557 0.02052 0.01307 0.0112318 0.0091465 0.00629101 0.0138039 0.00532168 0.00988878 0.0069044 0.00531962 0.00405201 0.00417225 0.0135358 0.00467752 0.00298438 0.00885825 0.00694015
internal_count=3121 3035 3014 3005 2906 2860 2828 2811 2652 2460 2424 2359 1986 1772 178 167 142 69 373 192 338 275 213 181 175 214 96 63 118 102
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=18
num_cat=0
split_feature=14 52 157 0 15 1 48 0 15 3 48 49 12 1 43 2 2
split_gain=0.000159079 0.000160306 0.000242364 0.000209088 0.000442944 0.000336621 0.000297708 0.000386768 0.000477037 0.000219081 0.00018522 0.000172884 0.000156476 0.000145069 0.000139741 0.000287629 0.000231976
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 -0.062294999999999996 -0.03241999999999999 0.077565000000000009 0.12879500000000002 -0.10607499999999999 -0.08730499999999998 -0.0063699999999999989 0.091220000000000009 -0.053364999999999996 0.081420000000000006 0.090540000000000023 -0.061959999999999994 0.10097500000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 5 -5 -4 7 8 9 -7 -11 -10 -9 -3 16 -16 -6
right_child=-2 2 3 4 14 6 -8 12 11 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0012360561129639569 -0.001470424990556943 0.00041983290340977242 -0.001888826829088412 0.002229185970832979 -0.00053935464725895111 0.0014265104859205713 -0.0019296676790082517 -0.0001918028406312503 0.0011258941410675061 -0.001425340584532515 0.00054820808112181066 0.0033595919754533976 -0.002195758613846134 0.0023980394884341978 0.00060477288086083127 -0.0017156585200331048 0.0019325261100852492
leaf_weight=0.0013508000355990637 0.001073247702740864 0.0011894656966597852 0.0017645880574457791 0.0017344492281343715 0.0011337497916210637 0.0010947145180484341 0.0011161344722410158 0.0012557335225236157 0.0010636331663249621 0.0017352903278000653 0.0012257795206522815 0.0010305614552130757 0.0011078901468484226 0.0010581408293148797 0.0016305819585653606 0.0015975046329357312 0.001160557942530005
leaf_count=314 101 213 1151 173 37 64 44 119 49 98 41 54 400 97 61 67 38
internal_value=0 6.15745e-05 0.000145447 1.51767e-07 0.000515801 -0.000328256 -4.22911e-05 0.000205144 0.000718706 -5.91195e-05 -0.00060836 0.00222511 -0.00113111 0.00135114 -2.23319e-05 -0.000543554 0.000711027
internal_weight=0 0.0222496 0.0208988 0.0186512 0.00725684 0.0113943 0.00962974 0.0085136 0.00614998 0.00405578 0.00296107 0.00209419 0.00236362 0.00224761 0.00552239 0.00322809 0.00229431
internal_count=3121 3020 2706 2396 376 2020 869 825 306 203 139 103 519 310 203 128 75
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=19
num_cat=0
split_feature=2 12 150 484 15 11 43 48 15 42 51 43 16 4 48 15 13 12
split_gain=0.000162309 0.000163843 0.000216322 0.000239074 0.000252662 0.000296883 0.000203997 0.000258681 0.000242172 0.000337842 0.000180609 0.000179032 0.000291728 0.000204892 0.000254661 0.000269826 0.000160182 0.000282701
threshold=0.14753000000000002 0.12757000000000002 0.12187000000000002 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.074359999999999996 0.081275000000000014 -0.10203999999999998 0.075730000000000006 -0.089344999999999994 0.13895500000000002 0.15273500000000004 -0.087394999999999987 0.086125000000000021 -1.0000000180025095e-35 -0.084034999999999985 0.080890000000000017
decision_type=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 -8 11 -6 12 13 -10 15 -15 -12 -18
right_child=-2 -3 -4 4 5 -7 8 -9 9 -11 16 -13 -14 14 -16 -17 17 -19
leaf_value=-0.0020821226134316384 0.0017337356646867363 0.0017250852286629836 -0.0020599165514644706 0.0018658768598295631 0.0016499887361320817 -0.0025204442667457207 -0.0020783263375336375 0.0027291545683964546 0.002012204442060724 -0.0023643651370202062 0.0012462218313065293 0.0021305305402814054 -0.0022084285504254298 0.0022622869546330641 -0.0016995636706607568 -0.00094424988499434656 0.00092016389809143812 -0.0022715278722500207
leaf_weight=0.0011917009901821199 0.001097558769838968 0.0010153667759400511 0.0012489499827239561 0.0015395050919582111 0.0014400360003334889 0.001026629096958053 0.0014957273435622859 0.0011318627095824318 0.0013884585837051714 0.0011655013665430314 0.0010159840927732589 0.0010240878173817247 0.0010399054076961622 0.0012869689630150508 0.001334359008760444 0.0010109295714109366 0.0010243241166856222 0.0014410373391195996
leaf_count=470 142 54 69 174 98 137 149 169 76 488 127 108 91 68 55 274 36 336
internal_value=0 -9.68349e-05 -0.000185748 -6.60596e-05 6.476e-05 -0.000100036 5.72418e-05 0.000726949 -0.000358717 -4.69588e-05 0.000266465 0.000334276 3.0756e-05 0.000494542 -8.55956e-05 0.000851614 -0.000305821 -0.000945423
internal_weight=0 0.0218213 0.020806 0.019557 0.0183653 0.0168258 0.0157992 0.00605324 0.00974594 0.00825021 0.00492138 0.00708471 0.00606062 0.00502072 0.00363226 0.0022979 0.00348135 0.00246536
internal_count=3121 2979 2925 2856 2386 2212 2075 766 1309 1160 597 672 564 473 397 342 499 372
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=18
num_cat=0
split_feature=1 12 160 42 12 15 15 52 16 0 52 42 4 2 3 15 2
split_gain=0.00015385 0.000235299 0.000214441 0.000200609 0.00019715 0.000196484 0.00034551 0.000215024 0.000325745 0.000180208 0.000167726 0.000163119 0.000207099 0.000154558 0.000123209 0.000112179 9.46992e-05
threshold=0.10439500000000002 0.098810000000000023 -0.089974999999999986 -1.0000000180025095e-35 0.090455000000000021 -0.016799999999999995 -0.052074999999999989 -0.081429999999999989 -0.071854999999999988 -0.098289999999999975 -0.085984999999999992 0.084050000000000014 -0.080924999999999983 0.10803500000000001 0.090900000000000009 -0.13578499999999996 0.097220000000000015
decision_type=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 -2 9 15 -5 12 -12 -7 -14 -9 -6
right_child=5 -3 3 4 16 13 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=-0.0018060547356825299 0.00199878661025104 -0.0018263265336319486 -0.0013303251815106351 -0.0013348647052601709 0.00052793361069094125 0.0022819267677591983 -0.0017414663452862647 -0.00062176836738211331 -0.0014993640015222708 0.0019951501610368629 0.0020797793951625645 -0.001088797635595298 -0.00050177795122867939 0.00033589564078007414 0.0010421008169368942 0.0010323565233615883 0.0021595079011256717
leaf_weight=0.0010217791000136098 0.0010886493562312083 0.0013489251506961239 0.0013567977085945935 0.0012557094953633578 0.001140577783474761 0.0012289212251586079 0.0013472968992402912 0.0013710185142610243 0.0013994910496064605 0.0011308523054580633 0.0010542225813807704 0.001109805386144247 0.0020039172630181819 0.0012371196900602399 0.0012793266253368074 0.0011295818300496308 0.0010161000170811896
leaf_count=344 100 342 562 255 212 76 60 84 106 140 33 406 138 76 42 43 102
internal_value=0 -0.000292509 -0.000108405 6.13817e-05 0.000274512 0.000354488 4.03454e-05 0.000432631 9.37297e-05 0.000707677 -5.43548e-05 0.000240829 0.000581034 0.00130568 9.97994e-05 0.00012544 0.00129664
internal_weight=0 0.0125872 0.0112382 0.0102165 0.00885966 0.00993293 0.00746689 0.00611959 0.00503094 0.00363145 0.00670298 0.00544727 0.00433747 0.00246604 0.00328324 0.0025006 0.00215668
internal_count=3121 2436 2094 1750 1188 685 533 473 373 267 874 619 213 152 180 127 314
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 4 1348 11 3 0 0 0 16 47 2 13 3 10 150 43 3 4 160 160 4 3 15 52 15 1
split_gain=0.00142273 0.00124869 0.00103324 0.00116377 0.000692675 0.000841292 0.000751867 0.000900575 0.000649588 0.000949852 0.000965178 0.000835272 0.000799192 0.000798855 0.00070517 0.00068157 0.000640339 0.000485174 0.000555265 0.000480927 0.000658208 0.000375995 0.000704328 0.000472654 0.000403281 0.000373396 0.000583736 0.000488441 0.000291725 0.000247935
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.40381499999999992 0.27287000000000006 0.084620000000000015 0.080320000000000016 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.11756999999999999 -0.25582999999999995 0.085270000000000026 0.11018500000000002 0.021350000000000004 0.048265000000000009 0.039530000000000003 0.081835000000000019 -0.074359999999999996 0.10732000000000001 0.0052350000000000009 0.088755000000000014 0.086870000000000017 -0.011209999999999999 -0.077774999999999983 0.040760000000000005 -0.012164999999999999 -0.10203999999999998 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=-1 2 -2 4 -4 6 7 8 13 11 -11 12 28 14 15 -6 -14 18 29 25 -21 23 -23 24 -18 26 -12 -27 -10 -7
right_child=1 -3 3 -5 5 17 -8 -9 9 10 19 -13 16 -15 -16 -17 21 -19 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0014864391226812501 -0.001486326004606375 0.0014865354356139214 -0.0013090134638879128 0.0012022688700155421 0.00026550476747558283 -8.6909071043567789e-05 0.0010757479857060992 -0.0014860965684601382 -0.0004308269528944781 -0.0014279719902589702 -0.0010749206923213719 0.00088286505459153858 0.0010318359584945819 0.00136144372048541 0.00090285700775644801 -0.0011176710324534423 -0.00058699781160702325 -0.00024214726630229842 0.0014860998512541042 -0.0012795166328623631 -0.0002028135869408215 -0.00050291200893359356 0.00093474141825278798 -0.0012110321788554462 0.00065052059016603803 0.0011646186137141933 0.00037365248094131166 -0.00021008509469472566 -0.001486243273168359 0.00066724281836827817
leaf_weight=0.0013559601255463951 0.0011538988862795909 0.0011253848332231078 0.0010356303125416124 0.0015510629018935509 0.0016652292130032642 0.001668491748972655 0.0010196848620509505 0.0011949899534720023 0.0012399961269800031 0.0023369757862825502 0.0013763294576332186 0.0020469211294340461 0.0012771041928516524 0.0011953543612435169 0.0013277456076821181 0.0014911798318948399 0.0013731185442793521 0.0019865080035739169 0.0012462451067065672 0.0022706460299888554 0.0027997382826683292 0.0014042129787981139 0.0016214942079386674 0.001186134065250144 0.0010086926652519406 0.0010280094319607969 0.0011095542436034833 0.0012831796225469825 0.0010838457271802335 0.0022756176172391562
leaf_count=86 18 21 63 49 42 40 42 131 37 419 314 54 49 14 11 54 36 33 65 965 51 37 10 26 20 50 159 74 18 133
internal_value=0 -5.88144e-05 -9.90181e-05 -6.09973e-05 -0.000109315 -7.78742e-05 -0.000180016 -0.0002209 -0.000170713 -0.000275893 -0.000569259 1.65852e-05 -0.000157351 0.000282005 -5.74418e-06 -0.000387948 6.87298e-05 0.000382395 0.000621427 -0.000365885 -0.000684988 -0.000117811 0.000267535 -0.000444594 -6.2911e-05 -2.85998e-05 -0.000428362 0.000401379 -0.000923076 0.000348211
internal_weight=0 0.044383 0.0432576 0.0421037 0.0405526 0.039517 0.0323401 0.0313205 0.0301255 0.024446 0.0122044 0.0122415 0.0101946 0.00567951 0.00448415 0.00315641 0.00787076 0.00717686 0.00519035 0.00986746 0.00507038 0.00659365 0.00302571 0.00356795 0.00238181 0.00479707 0.00248588 0.00231119 0.00232384 0.00394411
internal_count=3121 3035 3014 2996 2947 2884 2613 2571 2440 2319 2032 287 233 121 107 96 178 271 238 1613 1016 129 47 82 56 597 473 124 55 173
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=16
num_cat=0
split_feature=14 44 1 16 15 0 4 157 13 47 0 2 1 1 4
split_gain=0.00015454 0.000160439 0.000202259 0.000365912 0.000350267 0.000328883 0.000297224 0.000486324 0.000237733 0.000205492 0.000271333 0.000205688 0.000239273 0.000362466 5.35835e-05
threshold=0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.0057500000000000008 0.035560000000000008 0.18019500000000002 -0.17966999999999997 -0.06266999999999999 -0.092094999999999982 0.092530000000000015 -0.062294999999999996 0.116525 0.10727500000000002 0.094090000000000021 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 14 -4 -8 -9 11 -11 12 13 -10 -5
right_child=-2 -3 6 5 -6 -7 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0029200695310451427 -0.0015340296377435742 -0.0014457842547236002 -0.0016991798550553706 -0.0011021340676224472 -6.8532155780012141e-06 0.0020059640695832127 0.0025949867616087618 0.0016559655952068089 -0.00057747488640973047 -0.0020442170971537417 0.00049111298321739556 0.0018958939742657929 -0.0010413972329587494 0.002000064750814361 0.00013498932303314788
leaf_weight=0.0014611345484474283 0.0010338836384935482 0.0010888456007052119 0.0010067329407057466 0.0012392861007430866 0.0012540107207651419 0.001311702821453764 0.0017045289707131603 0.001734879717620875 0.0017940415740114179 0.0015238596881377298 0.0012616456688760991 0.0012418187952227822 0.0020056368188705598 0.0017743646297780913 0.0010639267295612376
leaf_count=553 101 60 168 42 698 16 155 195 266 135 33 110 114 177 298
internal_value=0 6.65266e-05 0.000147335 -0.000452795 -0.00157458 0.000389771 0.000417764 0.00058119 0.000278393 2.94784e-05 -0.000895884 0.000407655 7.60966e-05 0.000704188 -0.000530668
internal_weight=0 0.0214664 0.0203776 0.00633006 0.00271515 0.00361492 0.0140475 0.0130408 0.0113362 0.00960137 0.00278551 0.00681586 0.00557404 0.00356841 0.00230321
internal_count=3121 3020 2960 1607 1251 356 1353 1185 1030 835 168 667 557 443 340
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=17
num_cat=0
split_feature=52 1 12 47 160 42 159 42 43 0 2 2 16 16 0 2
split_gain=0.000152861 0.000179535 0.000259258 0.000296148 0.000231105 0.000212608 0.000200971 0.000207811 0.000272455 0.000276825 0.000204639 0.000231279 0.000101788 0.00021412 8.85341e-05 8.10666e-05
threshold=-0.40306999999999998 0.11230000000000001 -1.0000000180025095e-35 0.11596500000000001 -0.091944999999999985 -1.0000000180025095e-35 0.091005000000000016 0.094935000000000005 -0.074359999999999996 -0.074229999999999977 0.089775000000000008 0.093175000000000022 -0.29154999999999992 -0.0087049999999999992 -0.10324499999999999 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 -2 -6 7 8 9 -7 15 -12 -13 -14 -4 -10
right_child=1 2 3 -5 5 6 -8 -9 10 -11 11 12 13 -15 -16 -17
leaf_value=-0.0012142336952497012 -0.0017339987239968905 0.0019986555979927502 0.0013030250089746233 -0.0014086865506490445 -0.0012097811594121211 0.00032784408730976059 -0.0013546655737386177 -0.0012179666482417639 -0.00016147346385960248 0.0029662931945340074 0.0018781109821326063 0.0010091065794436242 -0.0013439990085743565 0.00084228370878793762 0.00013231275644598445 -0.0014673825987502058
leaf_weight=0.0013202057309446005 0.0011348402846032548 0.0013791020636679807 0.0017589876435124552 0.0011640902842273704 0.0017403026161462191 0.001076607387040962 0.0010688544339499959 0.0010758771955243782 0.0016998105248178215 0.0010571566701340655 0.001370950127480508 0.001139986902757073 0.0012814989745564276 0.0011313634949621232 0.0017076489061853542 0.0010203634829367703
leaf_count=324 383 197 79 59 691 286 135 300 110 71 56 45 38 34 109 204
internal_value=0 7.09246e-05 0.000604753 0.000189627 -0.000145882 -1.39715e-05 0.000160579 0.000309799 0.000477904 0.00163504 0.000154896 0.000600301 0.000107228 -0.000318876 0.000726338 -0.000651333
internal_weight=0 0.0208074 0.00600983 0.00463073 0.0147976 0.0136628 0.0119225 0.0108536 0.00977774 0.00213376 0.00764397 0.0049238 0.00355285 0.00241286 0.00346664 0.00272017
internal_count=3121 2797 444 247 2353 1970 1279 1144 844 357 487 173 117 72 188 314
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=16
num_cat=0
split_feature=52 1 376 12 457 43 3 1 47 2 2 132 2 2 0
split_gain=0.00013098 0.000210574 0.000180005 0.000242035 0.000170449 0.000226135 0.000217734 0.000209938 0.000305969 0.000223873 0.000236759 0.000206379 0.000165072 0.000154831 0.00011398
threshold=-0.24456499999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 0.080930000000000016 -0.084004999999999982 0.090900000000000009 0.10374500000000002 0.084210000000000021 0.10097500000000002 0.092235000000000025 0.080640000000000017 0.080205000000000012 0.086950000000000013 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 11 -6 9 14 10 12 13 -7 -2 -9
right_child=1 -3 -4 -5 6 7 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00090053204566286585 0.00085558686122141859 0.0014196649974923636 0.0012635081161777725 -0.0017427304755895674 -0.00018219866778602348 -0.00026930565444636576 0.0018630279830701064 0.00010029251781067386 -0.0010986212670463843 -0.0021381468550214821 0.00087712588168924665 0.0020126771716399618 -0.0020018973560578628 -0.0009718362486130194 0.0017330778103994715
leaf_weight=0.0019899960072629055 0.0014125119228451917 0.0014684292196884821 0.0013541467049074099 0.0011547904795143884 0.0014321502044729586 0.001653699255079747 0.0013624267415455193 0.0010194378404975168 0.0015075960492243468 0.0014952896620485934 0.0012123160765264429 0.0010062044256406999 0.001331499972314576 0.0011110931843195671 0.0013109107614317494
leaf_count=364 159 158 139 102 130 356 54 27 79 165 216 119 701 217 135
internal_value=0 8.50907e-05 -2.16246e-05 -0.000123933 -6.02976e-06 -0.000181685 0.000814901 -0.000474968 0.000187047 -0.000921281 -0.000487794 0.0006102 -0.0010421 5.10088e-05 0.0010188
internal_weight=0 0.0198325 0.0183641 0.0170099 0.0158551 0.0130606 0.00279458 0.00953075 0.00383794 0.0056928 0.00419752 0.00352981 0.0029852 0.00252361 0.00233035
internal_count=3121 2757 2599 2460 2358 2174 184 1679 241 1438 1273 495 1057 376 162
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=31 39 45 14 1374 42 150 1455 2 13 3 151 49 52 474 43 1 16 42 42 0 13 0 13 13 43 0 1 43 1375
split_gain=0.00154868 0.00130125 0.00122612 0.00164096 0.00127126 0.00123677 0.00119 0.00126157 0.00117645 0.00134707 0.000951952 0.000887923 0.00133968 0.00114257 0.00114168 0.00109699 0.00107869 0.00139639 0.00123362 0.00139877 0.00155668 0.0010376 0.00153478 0.0015136 0.000768358 0.000732907 0.000690063 0.000619451 0.000875083 0.000549475
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 0.097240000000000007 -0.26584999999999998 0.083095000000000016 1.0000000180025095e-35 0.090675000000000019 0.073000000000000023 0.090900000000000009 -0.5145249999999999 0.10969000000000002 -0.43320999999999993 0.084855000000000014 -0.070064999999999975 0.10781 0.25084500000000004 -1.0000000180025095e-35 0.091465000000000005 -0.08824499999999999 -0.10664 -0.23194499999999998 -0.53104499999999988 -0.01163 0.25787500000000008 -0.010949999999999998 0.10781 0.054355000000000007 -0.4078199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 7 11 9 10 -8 -7 13 -13 15 16 17 18 -15 20 -20 23 -23 -17 -16 27 -24 28 -25 -10
right_child=1 -3 3 -5 -6 6 8 -9 29 -11 -12 12 -14 14 24 21 -18 -19 19 -21 -22 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.001243852783233128 0.0012438600197195561 0.0012438034725752341 -0.0012436995428041896 -0.0011649127608212211 -0.0012224018036734105 -0.0011979055523991559 -0.00090952248979976982 -0.0012435681437724516 -0.00011439283983035382 0.0010917767375417367 0.00048473735747022465 -0.0012435588819051026 0.00064003089928006793 -0.0012436232027397275 -0.00024331259953566179 -0.001016818593824523 0.00064984953367391016 0.00090236866296791425 -0.0010675710251671301 -0.0012436174497937387 0.00069177596968974348 0.00053809552825675566 -0.00098000855235952692 -0.00038080975514787806 0.001015108085265348 -0.0005758329364702442 -0.00024987202917135982 0.0012365144681983178 0.00079992443811608349 0.00081293566394864951
leaf_weight=0.0014260641081467176 0.0010459823888595557 0.0011503278588804724 0.0013003324642752992 0.0022133378695627917 0.0014538266669248392 0.001055626030364464 0.0025942139339729664 0.001469599313823621 0.0011886070166724494 0.0010553811757745279 0.001069202215688847 0.0013402602429746216 0.0040096311474675508 0.0017964693552201547 0.001108623962119637 0.0017632581010929016 0.0042133396145187527 0.0016999186368593655 0.0010192759691101125 0.0012002499978400749 0.0032793286414474192 0.0016303787609785918 0.0068329423866657548 0.0018402592070287903 0.0023201861211354915 0.0012376569926875192 0.0028304408807571461 0.0012884888016770901 0.0020534231521605051 0.0058520009583098442
leaf_count=86 9 21 17 99 29 25 142 208 11 7 13 188 147 216 93 13 78 11 136 70 99 20 973 21 59 28 53 55 19 175
internal_value=0 -6.6549e-05 -9.09544e-05 -0.00011395 -7.41887e-05 -4.49279e-05 -1.69667e-05 -0.000110896 0.000334401 -0.000146006 -0.000502595 -7.17475e-05 -4.30769e-05 -0.000116206 -7.43679e-05 -0.000145975 0.000130644 -0.00011255 -0.000349042 -5.67828e-05 0.000274603 -0.000333568 -0.000577867 3.59674e-06 0.000608228 0.000283862 -0.000766149 0.000489183 0.000241878 0.000656383
internal_weight=0 0.0629126 0.0617622 0.0607163 0.0585029 0.0570491 0.0557488 0.0439894 0.0117594 0.0047188 0.00366342 0.0425198 0.0414641 0.0374545 0.0361142 0.0326854 0.0132086 0.00899524 0.00729532 0.00549885 0.0042986 0.0194768 0.0112938 0.00818309 0.00342881 0.00641983 0.00966338 0.00518217 0.00389368 0.00704061
internal_count=3121 3035 3014 3005 2906 2877 2860 2512 348 162 155 2304 2279 2132 1944 1792 610 532 521 305 235 1182 1046 136 152 123 1026 95 40 186
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 1374 156 151 1348 15 52 2 150 1 484 0 2 3 12 52 4 12 1 51 0 14 3 15 151 3
split_gain=0.00160519 0.00130359 0.00121145 0.00154752 0.00120598 0.00111596 0.00103866 0.0009866 0.00109202 0.00108002 0.00105074 0.00119275 0.00107799 0.0010649 0.00114728 0.000912013 0.00156779 0.00101913 0.000909937 0.000907736 0.00111689 0.000911108 0.000795701 0.00071318 0.000691628 0.00169091 0.000681082 0.000650699 0.000596457 0.000463321
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.097240000000000007 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.47006499999999996 0.19022000000000003 0.098035000000000011 0.081835000000000019 0.12958500000000003 0.085595000000000018 -0.10607499999999999 0.083995000000000014 -0.013929999999999998 0.084100000000000022 0.10744000000000002 -0.49013999999999996 0.098810000000000023 0.13075500000000004 -0.071649999999999978 0.16094000000000003 -1.0000000180025095e-35 -0.074939999999999993 -0.095869999999999983 0.077805000000000013 -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=-1 2 -2 4 -4 6 -6 -8 9 -9 11 13 19 14 15 26 -17 18 -18 20 -13 22 23 -22 25 -21 -11 -28 -14 -16
right_child=1 -3 3 -5 5 -7 7 8 -10 10 -12 12 28 -15 29 16 17 -19 -20 24 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014864890969423 0.0014866472235544638 0.0014865301126009661 -0.0014863295730540088 -0.0013711275904223148 -0.0014861150895271573 -0.001451980781758132 -0.0014222227975259649 0.0014861416325013649 0.0014790016296407119 0.00053256137373150806 -0.00080980761621841414 -0.0014071984949510438 0.0014712564128562132 0.00075425847018724943 -4.7285657245317861e-05 -0.0012640060655687273 0.00097997873999254646 -0.0012947040768481199 -0.00036492974125295295 0.0014864056959413051 -0.0006233518531436464 -0.00098227695727663559 -0.0007557076811370014 0.00060423374081495119 0.0014866152178230044 -0.0011655537983273477 -0.00089287197066049648 7.7801975165895417e-05 0.0002503113988504541 0.0011975161110094443
leaf_weight=0.0015108661647413859 0.0010508406567168995 0.0011739741458853805 0.0013084693415805751 0.0021149319818540837 0.001033919499560553 0.0012136754289144838 0.0010301053059116319 0.0010770270135047602 0.0011490479350015894 0.0030304657701751836 0.0034439695896484315 0.0012029409815283972 0.0024067613603619966 0.0024772715592895614 0.0011876714762317775 0.0052842489809883497 0.0018664227158886491 0.0013355387054510117 0.0027444289987883508 0.0011079994947635896 0.0012172939857801905 0.0015021072031511382 0.0014605810765999658 0.007387282184115663 0.0017017749341903254 0.0010194252462447642 0.0026077426462762787 0.0036732760368067708 0.0013961146215990539 0.0014869987423935518
leaf_count=86 9 21 17 99 158 29 46 69 32 46 289 61 89 35 98 504 82 39 712 15 73 126 58 153 5 52 40 35 23 20
internal_value=0 -6.41706e-05 -9.47576e-05 -0.00012318 -7.63444e-05 -4.28272e-05 -1.1056e-05 1.78302e-05 4.6486e-05 1.39669e-05 -1.80388e-05 4.11162e-05 0.00030937 -0.00017189 -0.000270712 -0.000389911 -0.000675021 -0.000151621 0.000179475 0.000145875 -4.44152e-05 9.73078e-05 0.000258423 0.000430567 0.000780483 0.000215632 -4.60381e-05 -0.000325201 0.00102302 0.000644769
internal_weight=0 0.0606923 0.0595183 0.0584675 0.0563526 0.0550441 0.0538304 0.0527965 0.0517664 0.0506173 0.0495403 0.0460963 0.0204023 0.0256941 0.0232168 0.0205421 0.0112306 0.00594639 0.00461085 0.0165994 0.0127702 0.0115673 0.0100652 0.00860458 0.0038292 0.00212742 0.00931148 0.00628102 0.00380288 0.00267467
internal_count=3121 3035 3014 3005 2906 2889 2860 2702 2656 2624 2555 2266 655 1611 1576 1458 1337 833 794 543 471 410 284 226 72 67 121 75 112 118
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=39 42 156 146 10 1456 31 2 0 0 0 2 13 13 0 42 16 12 52 156 453 2 15 2 16 12 48 16 52 1
split_gain=0.00114357 0.00139963 0.00110687 0.00105831 0.0012367 0.00109466 0.000947965 0.000974875 0.000952517 0.000990095 0.00133313 0.00122086 0.00102177 0.00158308 0.00101421 0.000965003 0.000875016 0.000780822 0.000773731 0.000694828 0.000760308 0.000772936 0.000895467 0.000990226 0.00109043 0.000560188 0.000642369 0.000489554 0.000481578 0.000403652
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.12035500000000002 0.083760000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098035000000000011 -0.23091999999999999 -0.060129999999999996 -0.10607499999999999 0.079055000000000014 -0.084034999999999985 -0.084774999999999989 -0.053834999999999994 0.075730000000000006 0.083160000000000026 0.098810000000000023 -0.081429999999999989 0.11896500000000002 1.0000000180025095e-35 0.11510000000000002 -0.074054999999999996 0.10097500000000002 0.40391000000000005 -0.10022999999999999 0.12370000000000002 0.31475000000000003 0.048770000000000008 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=1 -1 -3 4 5 -4 -7 8 -8 10 11 -10 13 -12 -11 16 -16 19 -13 20 21 22 -9 -24 28 -23 -27 29 -25 -19
right_child=-2 2 3 -5 -6 6 7 17 9 14 12 18 -14 -15 15 -17 -18 27 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013731975530454079 0.0013732273626063949 -0.0013729437579301769 -0.0010303149516606522 -0.0012924971230982717 0.0010767557940953157 0.001373180935332333 0.00079477406233400129 0.00093472779462133856 0.0005147186961468092 0.0011445305296939614 -0.0010598229244940054 0.00015235580735005689 -0.0013699517836422161 0.0010967645754427222 0.00099596048459154826 -0.00081578514133169545 -0.00028811248602620863 -0.0013730567867287105 -0.00089683149162964493 -0.00073190167338853089 -0.00059333938673255182 -0.00013462886525323551 0.0009560951312702861 -0.00030662001457111728 0.00088063522810435393 0.0012456498933728032 0.00033646990784994197 0.00035092773940525622 -0.0012895924515423241 -0.00016455647889140833
leaf_weight=0.0014179847638615675 0.001122031425850877 0.0010727723980252781 0.0018052197648921178 0.0011084773759648661 0.0021747620255716518 0.0010119370079886272 0.0018498394392594186 0.0024449465536946491 0.003738611781258774 0.0016062107590641972 0.0017498510453033411 0.0021383286015606018 0.0037418184123612121 0.0010128814552245987 0.0018986139326102732 0.0021766909168050574 0.0021137507443143022 0.0010710068923609475 0.0034819185361065763 0.0010813112202043831 0.0013470942265314525 0.0010414914152754298 0.0015185901138892177 0.0031045929088122648 0.0011793930116752449 0.0044763311977789044 0.0021769783293166256 0.001087498396442399 0.0013469157139880394 0.0010142024461998744
leaf_count=18 23 163 250 4 61 68 18 115 47 10 377 32 978 37 29 41 43 112 111 49 31 47 28 58 19 182 37 61 42 30
internal_value=0 -2.63249e-05 8.04215e-06 3.52257e-05 6.27913e-05 1.97358e-05 5.80994e-05 3.06033e-05 -0.000153969 -0.00022815 -0.000425024 -9.32351e-05 -0.000902407 -0.000269168 0.000172488 -7.97804e-05 0.000319499 0.000236287 -0.000497648 0.000337997 0.000400074 0.000477476 0.000217521 -2.77462e-05 -0.000293077 0.000801608 0.000948164 -0.000395818 -0.000604043 -0.000785267
internal_weight=0 0.05699 0.055572 0.0544993 0.0533908 0.051216 0.0494108 0.0483989 0.0255085 0.0236587 0.0158634 0.00935886 0.00650455 0.00276273 0.00779527 0.00618906 0.00401236 0.0228904 0.00562025 0.0197176 0.0186363 0.0172892 0.00959444 0.00714949 0.0056309 0.0076948 0.00665331 0.00317271 0.00445151 0.00208521
internal_count=3121 3098 3080 2917 2913 2852 2602 2534 1723 1705 1582 190 1392 414 123 113 72 811 143 608 559 528 262 147 119 266 219 203 100 142
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=19
num_cat=0
split_feature=14 484 38 124 484 3 11 13 0 1 47 3 49 13 12 484 52 0
split_gain=0.000140548 0.000151694 0.000182554 0.000288667 0.000211546 0.000169896 0.00028213 0.000320353 0.000238021 0.000398422 0.000248264 0.000286216 0.000246622 0.000241087 0.000260768 0.000143544 0.000100566 8.56201e-05
threshold=0.076175000000000007 0.085515000000000022 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 0.080455000000000013 0.10820000000000002 -0.053834999999999994 0.12500000000000003 0.092530000000000015 0.090900000000000009 -0.0020949999999999996 -0.15078499999999997 1.0000000180025095e-35 0.091880000000000003 -0.075329999999999994 -0.10151999999999999
decision_type=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 -7 -10 -15 -3 -13 -14
right_child=-2 15 -4 4 5 8 -8 -9 13 -11 -12 16 17 14 -16 -17 -18 -19
leaf_value=0.0017200582626174033 -0.0014545978955540853 0.0021637193556520821 -0.0017018822619450618 -0.0015986647671220524 0.0030855593871233727 -0.0017199158281279707 -0.00071485978952362658 1.7554950406803857e-05 0.00045326403645748882 0.0023420664807427636 -0.0016147242385200194 0.00043102836027048296 0.0012204896425981487 -0.00050589467115610932 -0.0033140071854016297 6.6245436413457903e-05 0.0021085104060920234 -0.00037811537067948444
leaf_weight=0.001539052581404742 0.0010468060361903389 0.001038021825582546 0.001035086494405312 0.0014273139470238885 0.0012092798818912299 0.0015933188457024645 0.0012652555622807427 0.0010309006658530961 0.0010424444344572237 0.0011681579576543477 0.0015916587426831885 0.0011409707658458501 0.0010284032636524972 0.0010783009581176823 0.001084584166014757 0.0010976453833628774 0.0011978515750037388 0.0011722827951455269
leaf_count=202 101 111 53 466 39 153 122 31 27 61 123 34 72 78 118 221 61 1048
internal_value=0 6.2325e-05 -4.91574e-05 4.29661e-05 -0.000108591 2.77124e-05 0.000811574 0.00167371 -0.000199415 0.000141107 -0.00019174 0.000177568 -0.000508296 -0.00114413 -0.00191403 0.0010857 0.00129017 0.000368929
internal_weight=0 0.0217405 0.0196049 0.0185698 0.0170307 0.0156034 0.00350544 0.00224018 0.012098 0.00889264 0.00772449 0.00613283 0.003794 0.00320533 0.00216289 0.00213567 0.00233882 0.00220069
internal_count=3121 3020 2688 2635 2433 1967 192 70 1775 1552 1491 1368 1273 223 196 332 95 1120
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=15
num_cat=0
split_feature=41 2 3 15 4 3 15 15 15 42 4 3 49 0
split_gain=0.0001471 0.000179267 0.000152701 0.000298542 0.000220175 0.000208942 0.000165485 0.000200248 0.000368795 0.000447899 0.000306887 0.000174309 0.000490101 0.000131852
threshold=0.07831500000000001 -0.0091949999999999983 -0.10023499999999998 -0.015744999999999999 -0.27825499999999997 -0.077774999999999983 0.024640000000000006 -0.016799999999999995 -0.040804999999999994 0.08623500000000002 -0.059649999999999988 0.090900000000000009 -0.043469999999999995 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 7 8 9 11 -9 -7 -13 -14
right_child=-2 2 5 4 -6 6 -8 10 -10 -11 -12 12 13 -15
leaf_value=0.0012272025872595489 -0.0011969788952185972 0.0021924129983999997 -0.0016651270052302684 -0.001273304806736009 0.00083249254085444304 -0.0013157505137461527 -0.0012295851463414525 -9.1048622391213166e-05 -0.0022517884751490943 0.002279249262011195 0.0024536761957302459 0.0022585286777156424 -0.0015289840352682496 0.00027840723917562304
leaf_weight=0.0019424249941999419 0.0015203726497770012 0.0013111996729515685 0.0014473673176019766 0.0013470081292297209 0.0018548631702484083 0.0019286605444104338 0.0017016202005850642 0.001803137069840588 0.0012054647807988594 0.0012441145856497693 0.0012689558141403294 0.0011896046723052223 0.0015851274015865613 0.0010575775788743691
leaf_count=158 151 87 1368 100 125 215 308 81 60 229 47 55 62 75
internal_value=0 8.02247e-05 -3.73765e-05 0.000599082 -5.34038e-05 -0.00023641 -7.71499e-05 9.66575e-05 -0.000226402 0.000122136 0.000960073 -0.000343705 0.000145489 -0.000805689
internal_weight=0 0.0208871 0.0189447 0.00451307 0.00320187 0.0144316 0.0129843 0.0112826 0.00821055 0.00700508 0.00307209 0.00576097 0.00383231 0.0026427
internal_count=3121 2970 2812 312 225 2500 1132 824 696 636 128 407 192 137
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=17
num_cat=0
split_feature=2 484 11 160 52 0 16 0 457 4 47 15 49 15 43 4
split_gain=0.000132395 0.000147304 0.000162002 0.000156304 0.000302917 0.000254781 0.00024965 0.00023665 0.00024583 0.000157754 0.000268039 0.000268078 0.000230929 0.000300794 0.000190362 0.000117645
threshold=0.14753000000000002 -0.0068949999999999992 0.088215000000000002 -0.22361499999999998 0.10744000000000002 0.15398500000000004 0.26676500000000009 0.051010000000000007 -0.0029299999999999994 0.24564500000000003 0.08265500000000002 0.079055000000000014 -0.0020949999999999996 -0.090644999999999989 -0.063379999999999978 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 10 11 12 13 -10 -13 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 9 15 -12 14 -14 -15 -16 -17
leaf_value=-0.0013653410801870375 0.0013637352641697584 -0.0013180614062554125 -0.0015207015659305316 -0.0015395212336258336 0.0017448957973642623 -0.0015889679684792481 -0.0013341363428609199 0.0021117051849799595 0.0015638634910962229 0.0019266679610463427 -0.0016507766861200901 0.00044335502455643966 0.0019864400052131337 -0.001311118229422022 -0.0019551808339974362 0.00037113312896179578
leaf_weight=0.001302920318457911 0.0010566975645731605 0.0011538316674522533 0.0010286368942722382 0.0011649354336622517 0.001766777109582617 0.0014183964343601465 0.0015429809890106236 0.0011001653818469856 0.0011401523951661829 0.001507881857616411 0.0011958328626786585 0.0010302975345553014 0.0019194100009186643 0.0011475893651846647 0.0010500269412179195 0.0015491179920834597
leaf_count=482 142 304 97 118 142 34 243 49 53 107 102 190 226 140 581 111
internal_value=0 -7.43444e-05 1.09702e-05 9.52802e-05 0.000188288 1.38594e-05 0.000172305 0.000353823 0.000188601 0.000379597 6.96152e-05 0.000396821 0.000972442 0.0001217 -0.000767287 0.00113841
internal_weight=0 0.021019 0.019716 0.0186874 0.0175336 0.0157668 0.0143484 0.0128054 0.0117052 0.0105403 0.00748331 0.00628748 0.00420715 0.00228774 0.00208032 0.003057
internal_count=3121 2979 2497 2400 2096 1954 1920 1677 1628 1510 1292 1190 419 193 771 218
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1456 457 457 4 151 151 15 1456 155 49 42 160 43 16 3 2 52 49 48 12 1 2 2 52 3 2
split_gain=0.00147565 0.00147076 0.00128374 0.0015792 0.0011504 0.000956283 0.00118976 0.00118522 0.00137306 0.00106119 0.00125918 0.000867797 0.00089761 0.000941495 0.000998523 0.00109223 0.00119424 0.00134243 0.00104171 0.000786832 0.000884641 0.000779079 0.000710748 0.00128465 0.00122297 0.000585773 0.000574615 0.000919381 0.000566002 0.000523748
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 -0.084084999999999979 -1.0000000180025095e-35 -0.095869999999999983 -1.0000000180025095e-35 0.088610000000000008 0.0093850000000000027 -1.0000000180025095e-35 -0.089744999999999978 -0.074359999999999996 0.22339500000000004 -0.0087149999999999988 0.11448000000000001 -0.088204999999999992 -0.047584999999999995 -0.032929999999999994 0.12477500000000001 0.111945 0.099515000000000006 0.084245000000000014 0.11008000000000001 -0.12711499999999995 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 -2 4 5 -4 -7 9 -9 19 -11 -12 13 14 -13 -16 26 18 29 20 -8 -22 -10 24 25 -24 -17 -28 -15 -18
right_child=1 -3 3 -5 -6 6 7 8 22 10 11 12 -14 28 15 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014006606730025809 -0.0014006466701653635 0.0014008680651054727 0.0010584123705758466 0.0011658897261425686 -0.0012987831924369708 -0.0010089576406578829 -0.00091323137952755492 -0.0007430211648228759 0.0014006355138807913 -0.0011771778144047081 -0.0014004189725469712 -0.0011137708224783637 -0.0014005212439241914 0.0013610090137915394 -0.0014004589125260172 0.0010429983924458875 -0.0014003825332805694 -0.0012847265671346716 0.00042350689706776521 0.0013980808998888504 0.00081544082265677111 -0.00038878896377613457 -0.00076170670232718145 -0.00099690706291143171 0.0011998801385873794 0.00049867294413637761 -0.00034982506054107222 0.0012043529846090183 0.00010315360808639357 -0.00016588406003703872
leaf_weight=0.0013874485097415947 0.0014428517668818577 0.00131577202685662 0.0014238828944002071 0.0019770502990414931 0.001547204075716734 0.0026994849328794137 0.0013148765362842596 0.0018837949940007101 0.0016539248717180053 0.0029362232921874556 0.0011309502827141485 0.0020626975743383005 0.0010594420316269995 0.0012798373875284597 0.0011403277545722892 0.0023986144996399556 0.0011446033366730888 0.0020731900878132592 0.0043494412728932912 0.0010828373759821375 0.0029750782960444866 0.0016309726707817154 0.0012421899768355607 0.0011198183606211387 0.0034209224695223028 0.0017302151126585841 0.002324421085475592 0.0010993564264651923 0.0015522527493816432 0.0016387142200890992
leaf_count=86 18 21 30 49 268 155 77 33 47 177 228 524 151 11 109 43 283 47 44 36 87 70 24 6 154 43 66 14 113 107
internal_value=0 -6.1699e-05 -9.77804e-05 -6.15545e-05 -0.000110171 -7.21498e-05 -0.000106441 -5.13765e-05 0.000345839 -0.000183617 -0.000313094 -0.000203988 -0.000142825 -7.95655e-05 -0.00019625 -7.9199e-05 2.10562e-05 -0.000292874 -4.58458e-06 0.000300553 9.9834e-05 0.000389031 0.000569595 0.000386651 0.000628988 -2.8049e-05 0.00051742 0.000149213 0.000671586 -0.000673556
internal_weight=0 0.0546509 0.0533352 0.0518923 0.0499153 0.0483681 0.0469442 0.0442447 0.0110509 0.0331938 0.0261901 0.0232538 0.0221229 0.0210635 0.0182314 0.0161687 0.0150283 0.00920595 0.00713276 0.00700376 0.00592093 0.00460605 0.00916707 0.00751315 0.00639333 0.00297241 0.00582239 0.00342378 0.00283209 0.00278332
internal_count=3121 3035 3014 2996 2947 2679 2649 2494 307 2187 1917 1740 1512 1361 1237 713 604 481 434 270 234 157 274 227 221 67 123 80 124 390
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=18
num_cat=0
split_feature=1 12 43 42 43 2 2 150 159 42 49 47 150 4 1 0 13
split_gain=0.000145569 0.000220525 0.00018851 0.000250967 0.000283696 0.000282924 0.000249659 0.000238599 0.000179521 0.000183772 0.000139359 0.000176251 0.000222141 0.000134456 7.80735e-05 7.57112e-05 5.10413e-05
threshold=0.10439500000000002 0.098810000000000023 -0.51144999999999985 0.088465000000000002 0.0034250000000000005 0.084245000000000014 0.089775000000000008 0.083555000000000004 0.076905000000000015 0.097315000000000026 0.090000000000000011 0.11402500000000002 0.081835000000000019 0.25615500000000008 0.087505000000000013 -0.10324499999999999 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 -7 -8 9 10 11 12 13 -2 -4 -14 -6
right_child=8 -3 3 -5 16 6 7 -9 -10 -11 -12 -13 15 -15 -16 -17 -18
leaf_value=0.0013473658177471394 -0.0022464978629051242 -0.0016500024223144285 0.0012075922614334293 -0.0017573682840090325 0.0017142460271232572 -0.0024040294190985421 -0.0012073592490977828 0.0008613862934433136 0.0016145469535926551 0.0013332205080638653 0.00085148022330266331 0.00089036308752110346 0.00087896957394952328 -0.00052521889816017518 -7.3986550723943479e-05 -0.00047556578977675203 0.00057545456914049199
leaf_weight=0.0010509065838899554 0.0012487700242509447 0.0013240267433430883 0.0012408791754463522 0.0012480368869403633 0.0010054741259897249 0.001129218306179347 0.0019099380528094789 0.0011525127817133551 0.0012115587415717508 0.0013917797834102075 0.0015788010304618183 0.0011631042268529512 0.0010020932945700167 0.0011008852488949561 0.0012108930065597434 0.0011341156535760177 0.0010244200559150762
leaf_count=42 106 342 197 578 107 550 330 57 188 91 70 37 56 91 157 46 76
internal_value=0 -0.000265757 -9.87195e-05 -0.000251894 -3.52659e-05 -0.000394225 -0.000960929 -0.000428814 0.000320357 0.000138447 -9.16187e-05 -0.000355201 -0.000678153 -0.00144003 0.00057464 0.000159845 0.00113954
internal_weight=0 0.0122963 0.0109723 0.00992137 0.00867334 0.00664344 0.00419167 0.00306245 0.00983111 0.00861955 0.00722777 0.00564897 0.00448586 0.00234966 0.00245177 0.00213621 0.00202989
internal_count=3121 2436 2094 2052 1474 1291 937 387 685 497 406 336 299 197 354 102 183
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=31 151 4 1374 150 158 160 156 41 133 15 3 16 15 42 4 13 50 3 52 151 4 2 16 1 1 15 151 457 4
split_gain=0.00130654 0.000929677 0.000835912 0.000874569 0.000867342 0.000944063 0.00084892 0.000751199 0.000789966 0.000711754 0.00101802 0.000975352 0.000932198 0.000773933 0.00112457 0.000832875 0.00114668 0.000650713 0.000638157 0.000692797 0.000897904 0.000819031 0.000606952 0.00053991 0.000466071 0.00122926 0.000389093 0.000374739 0.000353887 0.000526927
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.093235000000000012 -0.22665999999999997 0.08962500000000001 -0.22361499999999998 0.10499000000000001 0.075585000000000013 0.10622000000000002 -0.095869999999999983 0.149315 -0.095964999999999981 0.084050000000000014 0.091295000000000015 -0.49405499999999997 0.24813000000000004 0.11875500000000001 -0.097604999999999983 -0.092399999999999982 -0.067694999999999991 0.09173000000000002 0.113445 -0.0083599999999999976 0.10612500000000001 0.11230000000000001 -0.13578499999999996 0.057610000000000008 0.11251000000000001 -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=-1 -2 3 4 -3 6 -6 8 9 10 12 13 26 15 -15 16 -12 22 23 21 -21 -20 24 -17 -4 -26 -8 28 29 -22
right_child=1 2 17 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 18 -18 -19 19 20 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011490767749229253 -0.0011129194680740018 0.00097093052294250641 0.0008009946387581955 -0.0011016628830690419 -0.00076921752674156084 -0.00096676932519137169 -0.0004189891117482267 -0.0009871473245793847 -0.0008110862329017512 -0.00064443810526594028 -0.0011446160745782897 0.00089693342634985618 -0.00092658058341797494 -0.00090517403876459225 0.00044109796228961431 0.00019467896727131491 0.00046121432894986365 -0.00049032707736043624 -0.00094824138229890635 -0.00070801533465506157 0.00061622872479064755 0.00023860300708674928 0.00088913237551261476 0.001022479806433026 -0.00071662973586634408 0.00061605072609787761 0.00037595955699776078 -0.00015475482217357816 0.0011423856931860369 -0.000154670000950669
leaf_weight=0.0012492574545719384 0.0010440066187769039 0.001051868618816342 0.0012564215910515486 0.0010892331813394654 0.0020449249939660233 0.0015428991632673297 0.0014176748546743667 0.0010040357811220693 0.0014419594579777586 0.0017999934905033035 0.0013106922633809746 0.0023750919124054795 0.0022072016139755837 0.0020944125947206507 0.0013443405619470994 0.0017607536496324627 0.0010624813876347616 0.0011666317213894217 0.0014078192016020391 0.0010013560071548975 0.0049323582015117114 0.0016864579089741483 0.0025336590104521051 0.0025390371972093704 0.0017218556458828971 0.0019451929301865789 0.0019033723397985369 0.0012044681108847044 0.0010847723046083502 0.0015339350137795575
leaf_count=86 47 13 33 37 235 220 41 122 87 346 73 56 131 473 109 27 6 15 177 123 158 16 177 40 23 53 51 39 11 96
internal_value=0 -4.01557e-05 -1.7514e-05 -8.61348e-05 -5.83086e-05 -8.62833e-05 -4.97224e-05 -7.81918e-06 2.10091e-05 5.77396e-05 9.86878e-05 0.000196135 -0.000347949 0.00012365 -0.000378865 0.000212158 -0.000425678 0.000307467 0.000300415 0.000172242 0.000322445 -0.000301382 0.000432278 0.000683497 0.000197176 -9.70684e-06 3.66152e-05 0.000440297 0.000535214 0.000433356
internal_weight=0 0.0505089 0.0494649 0.0408411 0.0397519 0.0387 0.0371571 0.0351122 0.0341082 0.0326662 0.0308662 0.025338 0.00552825 0.0229629 0.00343875 0.0195241 0.00237317 0.00862376 0.017151 0.0128512 0.00975689 0.00309428 0.00745713 0.00429979 0.00492347 0.00366705 0.00332105 0.00875553 0.00755107 0.00646629
internal_count=3121 3035 2988 2687 2650 2637 2417 2182 2060 1973 1627 1404 223 1348 582 766 79 301 687 620 427 193 286 67 109 76 92 304 265 254
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=31 45 14 1374 156 151 1348 15 49 44 3 403 34 16 403 156 484 456 48 1374 484 0 374 52 39 160 3 2 376 1
split_gain=0.00152386 0.00116927 0.00155387 0.00104761 0.0010267 0.000883342 0.0010415 0.00105688 0.000919324 0.000908859 0.00137447 0.000869805 0.000671802 0.0010275 0.000856141 0.000655409 0.000839037 0.000666555 0.000728662 0.000992465 0.00085886 0.00101167 0.000872875 0.000747075 0.000595073 0.000842878 0.000687939 0.00103366 0.00135223 0.000876511
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.097240000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -0.47006499999999996 0.13984500000000002 1.0000000180025095e-35 0.30112000000000005 0.093545000000000003 -1.0000000180025095e-35 -0.54165499999999989 -0.088999999999999982 0.11896500000000002 0.085515000000000022 0.084890000000000007 0.093265000000000015 -0.094929999999999987 -0.0068949999999999992 -0.23001499999999997 1.0000000180025095e-35 -0.080979999999999983 0.13507500000000003 -0.087694999999999981 -0.074084999999999998 0.096015000000000017 0.049360000000000008 0.10781
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 -7 9 10 11 12 -9 -14 -15 16 17 18 19 -16 -21 -22 24 -20 25 -23 29 -28 -29 -27
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 -19 23 20 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0012940216800664806 0.0012942127075061863 -0.0012937372628423311 -0.0012128995609511646 -0.0012646155710335611 -0.0010934960386742442 0.0012937799447876564 0.0012883355191757654 -0.00093516157056978272 0.00086678192861465713 -0.0010172655037392977 0.0012937762976089411 -0.0012021423707246541 0.0011160128344737401 -0.00097031387097858547 -0.00129386359829022 -0.00092930633150859929 0.00069232956571666133 -0.00094562862335655692 -0.00025079037374459195 -0.00092846548099258382 0.0011169469270392589 -0.0011104859087207447 -0.0011980639944232216 0.00096999856757824321 0.00092903314034470581 -9.3222268788687261e-06 -0.00080057768741224325 -0.00028091979075456927 0.0012940687959443172 0.00075618648362588115
leaf_weight=0.0014258472440307193 0.0010450058352944316 0.0010304681551733799 0.0019772038293552887 0.0011502671625578378 0.001182224018833721 0.0010478771813104961 0.0010903995217290676 0.0013328657139766156 0.0018745302538469835 0.0015940833868626205 0.0012878084131955339 0.0010930152827155473 0.0013306409445163888 0.0015880716572538303 0.0010562604547885704 0.0012244957655074265 0.00295908762400554 0.0012720949912292659 0.0012831164526545535 0.0016083586547763753 0.0013956278708064712 0.0011111540511996578 0.0010026777868592509 0.0024235633533047354 0.0011822970941466329 0.0071915848790915279 0.003261674573078523 0.0033138896727713529 0.0012589011379198212 0.0038398885714059361
leaf_count=86 9 158 99 29 60 74 32 27 49 35 82 214 33 383 10 88 178 128 38 246 7 144 17 82 7 521 96 112 25 52
internal_value=0 -6.09191e-05 -8.76565e-05 -4.40211e-05 -1.58489e-05 1.11318e-05 3.85532e-05 9.26766e-06 -2.03243e-05 -5.84546e-05 -2.20784e-05 -6.3684e-05 -3.22897e-05 -8.71968e-07 -4.10684e-05 6.36328e-07 3.39708e-05 -2.84675e-05 1.05153e-05 -6.53774e-05 -1.38158e-05 4.86302e-05 -1.86456e-05 0.000547406 3.72433e-05 -1.55351e-05 4.89546e-05 -0.000244185 0.000152679 0.00025714
internal_weight=0 0.0540091 0.0529641 0.0509869 0.0498367 0.0488062 0.047624 0.0465336 0.0454857 0.0436112 0.0420171 0.0407293 0.0396363 0.0383034 0.0369727 0.0353847 0.0341602 0.0312011 0.029929 0.0262223 0.0251661 0.0235577 0.0221621 0.00370668 0.0211594 0.0199771 0.0188659 0.00783447 0.00457279 0.0110315
internal_count=3121 3035 3026 2927 2898 2740 2680 2648 2574 2525 2490 2408 2194 2167 2134 1751 1663 1485 1357 1237 1227 981 974 120 957 950 806 233 137 573
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=17
num_cat=0
split_feature=1 15 48 52 16 2 43 2 48 14 0 47 49 2 1 2
split_gain=0.000137262 0.000257438 0.00019181 0.000180669 0.000223077 0.000183656 0.000217383 0.00015683 0.000229157 0.000210969 0.000363553 0.000272834 0.000235337 0.000225255 0.000294414 0.00013986
threshold=0.094385000000000011 -0.095869999999999983 0.091150000000000023 -0.088204999999999992 0.19444000000000003 0.10097500000000002 -1.0000000180025095e-35 0.13754500000000003 0.12879500000000002 -0.10708499999999999 -0.10151999999999999 0.09585500000000001 -0.070909999999999987 -0.0091949999999999983 0.13075500000000004 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 -2 11 12 -11 -12 -15 -8
right_child=7 2 -4 4 -6 -7 15 -9 -10 10 13 -13 -14 14 -16 -17
leaf_value=-0.0020669041121871138 -0.0010400308295822002 -0.0015797696402368522 0.001249741561977751 -0.0012048216764263609 0.0012477663445249461 -0.0018399407579829644 -0.00031311898976088499 0.0015016645610331427 -0.0016021500455638967 0.00080674562263366055 0.00096673630071383062 6.208742667681018e-05 0.0031771821675216478 -0.0020293426264079693 0.0005064849025988035 0.0016629353207409992
leaf_weight=0.0011572996842719183 0.0015108115662283437 0.0014705363835201832 0.0013190023967719622 0.0014681919549994768 0.00148848840774507 0.0011357171873602745 0.0010235865885164213 0.0013829371579483505 0.001062957973672952 0.0011257100094397288 0.0014938560596167187 0.00152082390849273 0.0014445187144289688 0.0015558545609213274 0.0012450740268978855 0.0011477181027266248
leaf_count=254 81 349 104 940 46 152 229 159 42 53 106 45 122 307 28 104
internal_value=0 -0.000340817 -0.000120166 -0.000353792 -6.59673e-05 -0.000475473 -4.96862e-05 0.000268332 0.000112704 0.000296889 0.000537752 0.00136691 0.00213898 -0.00025207 -0.000902112 0.000731393
internal_weight=0 0.0102105 0.00905324 0.00773424 0.0062637 0.00477521 0.0036395 0.0123425 0.0109596 0.00989665 0.00838584 0.00409105 0.00257023 0.00429478 0.00280093 0.0021713
internal_count=3121 2178 1924 1820 1471 1425 1273 943 784 742 661 220 175 441 335 333
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=17
num_cat=0
split_feature=14 44 157 48 48 0 1 43 13 16 4 2 2 3 39 2
split_gain=0.000131542 0.000141522 0.000184139 0.000242271 0.000367414 0.000208632 0.000172104 0.000243411 0.000212253 0.000335002 0.00038884 0.00018985 0.000211126 0.0002682 0.000153418 0.000146626
threshold=0.076175000000000007 1.0000000180025095e-35 -0.07686999999999998 0.12737000000000001 0.097025000000000014 -0.098289999999999975 0.094825000000000007 -0.15582499999999996 -0.47860499999999995 -0.083539999999999989 -0.0024449999999999997 -1.0000000180025095e-35 0.11510000000000002 -0.074084999999999998 0.0046100000000000004 0.097220000000000015
decision_type=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 -4 -9 10 -10 -8 13 -13 -15 -11
right_child=-2 -3 3 -5 -6 -7 11 8 9 15 -12 12 -14 14 -16 -17
leaf_value=0.002601604004078864 -0.0014608526937791228 -0.0014444677427632273 0.00087313588108954619 -0.0019937951232739002 0.00187786388890172 -4.4617091558978853e-05 0.0017377999219895151 0.00075870994827251432 0.0013707850345695597 -0.0034675817819560771 -0.0018594809107381218 0.0008377047319387945 0.0014820780658432605 -0.0021278944858555775 -0.00014219906726560709 -0.0013144434364056555
leaf_weight=0.001087824883388322 0.0010495279168010177 0.0010450331865072817 0.0016907582901022318 0.0010123256706999753 0.001881509052642504 0.0010234198442344846 0.0014331894629542319 0.0010741826545199685 0.0012840295210405639 0.0012392863976301129 0.0013560848851314434 0.0018686360345601116 0.001375137074002275 0.00151247287517009 0.001264291051525035 0.0010209093842428185
leaf_count=43 101 60 134 64 167 323 130 14 360 749 217 156 187 140 49 227
internal_value=0 6.50067e-05 0.000143393 5.6194e-06 0.000124678 0.00131886 -9.35002e-05 -0.000536119 -0.000934932 -0.00130619 -0.000288429 0.000361679 3.40936e-05 -0.000394541 -0.00122379 -0.00249503
internal_weight=0 0.0211691 0.0201241 0.0180128 0.0170005 0.00211124 0.015119 0.00766525 0.00597449 0.00490031 0.00264011 0.00745373 0.00602054 0.0046454 0.00277676 0.0022602
internal_count=3121 3020 2960 2594 2530 366 2363 1701 1567 1553 577 662 532 345 189 976
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=17
num_cat=0
split_feature=41 2 484 3 457 160 42 0 160 15 1 1 16 0 15 4
split_gain=0.000134662 0.000155881 0.000147158 0.000207393 0.000232039 0.000207384 0.000254973 0.000317789 0.000239291 0.000210792 0.000183535 0.000175533 0.000173217 9.68688e-05 9.45124e-05 7.78113e-05
threshold=0.07831500000000001 -0.0091949999999999983 -0.0068949999999999992 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -0.0060199999999999993 -0.052984999999999997 0.090980000000000019 -0.095869999999999983 0.077565000000000009 0.11588000000000001 0.0057500000000000008 0.089620000000000019 -0.049819999999999996 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 -5 -6 11 8 9 15 -11 -7 -4 -9 -12 -8
right_child=-2 2 3 4 5 6 7 13 -10 10 14 -13 -14 -15 -16 -17
leaf_value=0.0010493089227177111 -0.0010520945979572017 -0.0012302873764016447 5.9043919109888895e-05 -0.0017093603197479406 -0.0010893345229657273 -0.0019282460361176148 -0.00025907699856817976 -0.0015926858401152158 -0.00070793986223598182 0.00044194957633349885 0.0030545191956622775 0.00017886931159459573 0.0018440895541765232 2.6420476438790643e-07 0.0015921342547927241 0.0010716618028671315
leaf_weight=0.0019795398223354512 0.0015350401472620226 0.0012797698059819331 0.0014664394060162024 0.0011411780749388542 0.0019471499677396484 0.0011226053511621545 0.0013543868305010412 0.0010150780588174023 0.0011054278994850897 0.0010237292328146852 0.0011445888101713209 0.0010051009299729685 0.0014503593159913564 0.0010333320106514776 0.0012296579775981087 0.0010434708436157791
leaf_count=158 151 483 78 145 411 610 63 139 82 304 56 31 99 21 209 81
internal_value=0 7.28509e-05 -3.24158e-05 5.73251e-05 -0.000125791 1.29574e-05 0.000206715 0.000477642 0.000853636 0.00115147 0.00173821 -0.000932872 0.000946646 -0.000789113 0.00229713 0.000320018
internal_weight=0 0.0203418 0.0183623 0.0170825 0.0141657 0.0130245 0.0110774 0.00894967 0.00690126 0.00579583 0.00339798 0.00212771 0.0029168 0.00204841 0.00237425 0.00239786
internal_count=3121 2970 2812 2329 2152 2007 1596 955 795 713 569 641 177 160 265 144
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=17
num_cat=0
split_feature=52 39 47 52 159 2 13 1 48 12 1 15 0 0 12 3
split_gain=0.000144596 0.000171847 0.000219048 0.000188349 0.000197312 0.000184548 0.000279136 0.000219028 0.000287869 0.000210137 0.000168321 0.000202712 0.000152465 0.000256221 0.000221005 8.67972e-05
threshold=-0.40306999999999998 0.11593500000000001 0.11926500000000002 0.11434500000000002 -0.029685 0.096015000000000017 -1.0000000180025095e-35 0.077565000000000009 0.086035000000000014 0.095565000000000011 0.11181500000000001 -1.0000000180025095e-35 -0.10607499999999999 -0.071924999999999989 0.078300000000000008 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 9 15 12 -7 11 -8 14 -14 -9 -2
right_child=1 -3 -4 4 -6 6 10 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0015418950941677443 -0.0023450455808048517 0.0019304500591454483 -0.0018150373877785604 0.00015644263335583503 -0.0026411864031006755 0.0028195275979196318 0.0021164918471076768 0.00040188958988697417 -0.0017976495564057944 0.00022044584439902476 -0.0014958811774138726 -0.00045069904576347503 -0.0016588080210125878 0.0011435803026824192 0.0033162723840742267 -0.00059715956267631883
leaf_weight=0.0012469192663306919 0.0010052534856734808 0.0010361022253966281 0.0013509569271006319 0.0011611721285378351 0.0010231554777240795 0.0019811644108925219 0.0011734301792172275 0.0012733994423150818 0.0011354340941300833 0.0010149600181891261 0.001092693767052122 0.0015273745097195137 0.001125939928929176 0.0018778294239991666 0.0010039852875269872 0.0015706559410913522
leaf_count=324 86 60 78 238 224 239 84 52 98 129 48 62 318 142 46 893
internal_value=0 8.75679e-05 -1.12763e-05 0.000124354 -0.00115399 0.000301284 0.00087933 -0.00013516 0.00032414 0.00193907 4.23433e-05 0.000664679 0.000780319 9.31265e-05 0.0016867 -0.00127928
internal_weight=0 0.0203535 0.0193174 0.0179664 0.00218433 0.0157821 0.00678962 0.0089925 0.00641659 0.00299612 0.0037935 0.0027008 0.00528115 0.00300377 0.00227738 0.00257591
internal_count=3121 2797 2737 2659 462 2197 562 1635 656 368 194 146 558 460 98 979
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=16
num_cat=0
split_feature=12 43 42 49 42 2 3 52 1 2 49 2 48 52 3
split_gain=0.000136025 0.000442062 0.000311677 0.000268188 0.000231165 0.000220546 0.000214932 0.000192163 0.00016693 0.000210262 0.000111232 0.000194783 0.000333811 0.000318276 0.000177153
threshold=0.051320000000000005 -0.04890499999999999 -1.0000000180025095e-35 -0.045154999999999994 0.091465000000000005 0.10882500000000002 -0.13309499999999996 -0.012164999999999999 0.080270000000000022 0.097220000000000015 -0.069799999999999987 0.11215000000000001 0.090390000000000012 0.092650000000000024 0.0041950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 6 7 -5 -1 9 -8 -3 12 14 -13 -12
right_child=2 10 3 4 -6 -7 8 -9 -10 -11 11 13 -14 -15 -16
leaf_value=0.0020536669379266383 -0.0022553247184450816 -0.0011315091445593575 0.0012327465116106879 -0.0012351090262188004 -0.0019307006231711354 0.0030870733062565324 -0.0012238313663096986 -0.00039562775030058377 0.0018004266811268818 0.0011620862546049095 -0.0011533640571076238 -0.0017058193858471421 0.0023746299262261275 0.00097082810556634849 0.00077639931872630207
leaf_weight=0.0010024973971409779 0.0011900082527481768 0.0015600515118237021 0.0018761664816369103 0.0016974631056427833 0.0013473747374290745 0.0010189779103804142 0.0012317426298797934 0.0010112276180991317 0.0010564711070160104 0.0010979000950830375 0.0013855623390419671 0.0019192777282603934 0.001181439709810661 0.0010973677564747319 0.0016238018273320165
leaf_count=110 729 83 178 153 519 102 489 80 176 56 66 148 39 46 147
internal_value=0 0.000279549 -0.000357839 -8.60206e-05 -0.000470758 0.00158419 -8.38079e-05 0.00082371 0.000493341 -9.94104e-05 -0.000171731 3.60124e-05 0.000588943 -0.000732133 -0.000112096
internal_weight=0 0.0118002 0.00949713 0.00830712 0.00643095 0.0030327 0.00508358 0.00201373 0.00338611 0.00232964 0.0087675 0.00720745 0.0041908 0.00301665 0.00300936
internal_count=3121 821 2300 1571 1393 292 874 190 721 545 529 446 252 194 213
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=31 39 45 14 457 457 42 376 150 2 1375 1455 1 12 42 159 43 160 0 0 131 4 16 3 3 15 13 12 2 47
split_gain=0.00156471 0.0013754 0.0012472 0.0013495 0.00127768 0.00113293 0.00102489 0.00130234 0.0010512 0.000952493 0.00117582 0.000874905 0.000927275 0.00107358 0.00102581 0.0012125 0.00111898 0.0011696 0.000853886 0.00100238 0.000668945 0.000630284 0.000627934 0.000718418 0.00101913 0.000703977 0.000675296 0.000529404 0.000471161 0.00103951
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.26584999999999998 0.088470000000000007 0.083095000000000016 0.090675000000000019 -0.43996499999999994 1.0000000180025095e-35 0.111945 0.095330000000000012 -1.0000000180025095e-35 0.091530000000000014 -0.084004999999999982 -0.090764999999999985 -0.033209999999999996 -0.053834999999999994 0.10216000000000001 -0.46376499999999993 0.22339500000000004 0.076840000000000006 -0.00083499999999999991 -1.0000000180025095e-35 -0.094514999999999988 0.091325000000000003 0.13913500000000004 0.12431000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 27 -11 12 13 14 -8 16 -16 -18 19 20 28 -15 23 24 25 -19 -27 -10 29 -14
right_child=1 -3 3 -5 5 6 7 -9 9 10 -12 -13 18 21 15 -17 17 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001346354790244132 0.0013465139767462493 0.0013464871022640917 0.00107415964437768 -0.0012192540187949009 -0.0010014295949185657 -0.0013461722896518397 -0.00091835525698913238 0.001026544060047226 -0.00051269752594235868 -0.00063745502005140226 0.00093372830931072502 -0.001346062074845643 0.00017457271712038484 -9.7579121638868623e-05 0.00070559943731462516 -0.0010312305200659742 -0.0013460579226273351 0.00078010807825804778 0.0011499820551765141 -0.0010854101043213313 0.0011927682374935696 -0.0011684050355573641 -0.00079417140587012677 0.00064678501617134419 -0.0013461629053437563 0.00053347049573210779 -0.0008950672623407259 0.00061011832041282929 0.00078182899134825504 -0.0012206552189949621
leaf_weight=0.0015011181904407414 0.0010955494763038578 0.0012587248070019532 0.0017283204733811166 0.0018974786046506145 0.0024200034700023734 0.001095509893687562 0.0027213506653369626 0.0020267182523401308 0.0027793669539413202 0.00104815485244103 0.0048809229286383982 0.0011267061824447025 0.0049444119317030317 0.0014048670390849338 0.0040333679617994252 0.001946268512585724 0.0012527224830671821 0.0018245580920801538 0.0014320896003425796 0.0012559806497387518 0.0010792606024736529 0.0034193453093207529 0.0014331328433359056 0.0034368986595723072 0.001028272188477797 0.0010032083706512651 0.0014895323767429771 0.0010473902740102403 0.0013421416425529742 0.0012026632815036464
leaf_count=86 9 21 34 99 207 17 495 45 117 4 152 164 90 47 91 94 133 94 54 46 16 423 102 39 17 53 284 21 46 21
internal_value=0 -4.52728e-05 -7.57947e-05 -0.000103471 -6.45549e-05 -0.000101917 -5.86018e-05 -2.99084e-05 -7.53362e-05 0.000318103 0.000655971 -0.000178029 -0.000141725 -0.000286191 -0.000149765 -2.9888e-05 9.58326e-05 -0.00011862 0.000179041 3.75085e-05 0.000202108 -0.000856568 3.18985e-05 0.000166697 -0.000141972 0.000144837 -0.000320149 -0.000205381 5.9345e-05 -9.84009e-05
internal_weight=0 0.0586549 0.0573962 0.0563006 0.0544032 0.0526748 0.0502548 0.0491593 0.0471326 0.00975584 0.00592908 0.0373768 0.0362501 0.0249935 0.0201693 0.017448 0.0155017 0.0114683 0.0112565 0.00982446 0.00856848 0.00482421 0.0102156 0.00878247 0.00534557 0.0043173 0.00249274 0.00382676 0.00748922 0.00614708
internal_count=3121 3035 3014 3005 2906 2872 2665 2648 2603 294 156 2309 2145 1872 1402 907 813 722 273 219 173 470 589 487 448 431 337 138 157 111
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=17
num_cat=0
split_feature=14 484 38 124 147 484 52 52 160 1 42 3 47 52 2 3
split_gain=0.000131221 0.00014332 0.000175862 0.000295011 0.000222565 0.000368454 0.000157955 0.000238495 0.000245093 0.00034212 0.000175364 0.000206743 0.000298864 0.000217939 0.000213738 0.00029987
threshold=0.076175000000000007 0.085515000000000022 1.0000000180025095e-35 -0.043384999999999993 0.089025000000000007 -0.0068949999999999992 -0.23798499999999997 -0.081429999999999989 0.097500000000000017 0.12337000000000002 0.091465000000000005 -0.10115999999999999 0.092710000000000015 0.024145000000000003 0.084055000000000005 0.10732000000000001
decision_type=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 10 11 13 14 -9 -13 -16
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12 12 -14 -15 15 -17
leaf_value=0.0018308726762835312 -0.0014392442225732095 0.0011186687659751101 -0.0017231708338953792 -0.0025006792599059162 0.0017404918336252739 -0.0013322557134009942 0.0015771890957062128 0.0025077055912409306 -0.0020383039915114988 0.0022036765515135157 -0.0015311599357385709 0.0013368834393632872 -0.0023845052551837269 -0.00017036293466053261 -0.0021325181352858632 0.00075026254482647053
leaf_weight=0.0014523606075702569 0.001031826762339704 0.001993839966345611 0.0010049187939920037 0.0011327576870732723 0.0010325564274182844 0.0014668918251714543 0.0016141897648544986 0.0010252579082745683 0.0010280588378104314 0.001138209289579307 0.0014127515859194695 0.0015144193866625313 0.0010203859941255722 0.0010426252826434279 0.0011798714345365724 0.0012795179916089694
leaf_count=202 101 332 53 455 88 268 148 46 62 89 324 265 65 47 543 33
internal_value=0 6.84595e-05 -4.56847e-05 5.15328e-05 -0.000111126 -0.000239831 -5.31992e-05 9.9897e-05 -0.000124199 8.05032e-05 -0.000204649 6.07164e-05 -0.000393384 0.00115743 0.000117892 -0.000632727
internal_weight=0 0.0203386 0.0183448 0.0173399 0.0158875 0.0148549 0.0137222 0.0122553 0.0106411 0.00961304 0.00847483 0.00706208 0.00499419 0.00206788 0.00397381 0.00245939
internal_count=3121 3020 2688 2635 2433 2345 1890 1622 1474 1412 1323 999 906 93 841 576
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=16
num_cat=0
split_feature=1 0 3 1 1 43 3 159 14 15 0 1 1 2 0
split_gain=0.000124893 0.000186647 0.00033944 0.000194706 0.000215215 0.000186114 0.000169366 0.000156147 0.000175118 0.00016531 0.000261611 0.000204349 0.000178165 0.000239983 5.20034e-05
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 1.0000000180025095e-35 0.087505000000000013 -0.17390999999999998 -0.10831999999999999 0.076905000000000015 -0.10708499999999999 -0.03241999999999999 -0.10324499999999999 0.10612500000000001 0.12337000000000002 0.10912000000000001 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7 8 -2 11 -11 -10 13 -13 -14
right_child=7 5 -4 4 -6 6 -8 -9 9 10 -12 12 14 -15 -16
leaf_value=-0.0026748749094763951 -0.0013534264590024554 0.0014743094883235086 0.00075213130654855364 0.00042471335839483666 -0.002059433665012923 0.00056924415859904633 -0.0011688364157465693 0.0015586915693330788 0.001896877864636823 0.00098214013823615608 -0.0013118541641786723 -0.0017052417558516171 0.0017178003856801502 0.00076910887119218036 0.0004788100124990029
leaf_weight=0.0013465050325533467 0.0011021168917300104 0.001294314306932165 0.0013933964378658459 0.0010835670212356874 0.0010253197893068666 0.0017798770152808174 0.0016156563838811699 0.0012625761114397624 0.0015233781346202253 0.0012204056814111297 0.0019522257858293184 0.0011955537897021529 0.0010029029219511543 0.0011730949982364791 0.0010448693516242891
leaf_count=1425 64 30 48 165 292 60 158 206 117 48 208 90 79 73 58
internal_value=0 -0.000332555 -0.000867245 -0.00152026 -0.000783054 0.000220256 -0.000257766 0.000269247 0.000109864 0.000286844 -0.000429431 0.000669429 0.000246039 -0.000479797 0.00108561
internal_weight=0 0.00953864 0.00484879 0.00345539 0.00210889 0.00468985 0.00339553 0.0114771 0.0102145 0.00911243 0.00317263 0.0059398 0.00441642 0.00236865 0.00204777
internal_count=3121 2178 1930 1882 457 248 218 943 737 673 256 417 300 163 137
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=31 39 42 376 34 160 4 151 16 49 47 47 47 1 16 52 15 4 14 1374 457 13 15 14 0 2 52 3 48 52
split_gain=0.00145637 0.00120956 0.00108973 0.000802016 0.000691945 0.000727653 0.000786415 0.00058272 0.000942763 0.000777166 0.000812871 0.000775071 0.000776961 0.000518176 0.000861141 0.000974954 0.000838818 0.000742526 0.000695487 0.000686558 0.000782769 0.000745448 0.0008009 0.000783746 0.000857551 0.000856945 0.00133234 0.000514766 0.000422351 0.000321061
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.021334999999999996 -0.40698999999999991 -0.49405499999999997 -0.27559499999999998 -0.54165499999999989 0.13984500000000002 0.13206500000000002 0.11069000000000002 0.086380000000000012 0.077565000000000009 0.0057500000000000008 -0.088204999999999992 0.083935000000000023 -0.17966999999999997 0.076975000000000002 -0.094929999999999987 0.069910000000000014 -0.10278499999999999 1.0000000180025095e-35 -0.46885499999999997 -0.073309999999999986 0.092235000000000025 -0.0064899999999999992 -0.0063699999999999989 -0.032929999999999994 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 -2 4 -4 -6 29 -8 -9 10 11 12 13 14 16 -16 -10 -15 19 -19 21 -21 23 -23 25 26 -25 -14 -20 -7
right_child=1 -3 3 -5 5 6 7 8 9 -11 -12 -13 27 17 15 -17 -18 18 28 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012940849703079052 -0.0012939469697425363 0.0012941204975990982 -0.00098102436712326694 0.00089397881073180929 -0.00086424361064411427 -0.0012429470516965907 -0.00091461233768966343 0.0010611984136262042 -0.00098879396257178288 0.00095329054451617735 -0.0011506666541433242 0.00079853441252868097 -9.8576025021329043e-05 -0.0008557605965494406 -0.00067657912716242237 0.00067071640995960925 0.00011743842709185183 -0.00045780112932357006 0.00012584649424854627 0.0011380297598544205 0.001065901260057677 -0.000606983093453079 -0.00069479847967997754 -0.0012769382445184526 0.0012718404964045607 0.00081895039696783202 0.00070523225141127231 -0.0010922338270820497 -0.0010398316958676046 -0.00024181875585172567
leaf_weight=0.0013944611708538437 0.0012052843827916595 0.0010975507025818834 0.0013787448187869691 0.0014650978191834687 0.0017555052825950481 0.0011426952821338354 0.0010596879463538036 0.0015045535931648068 0.00311303129596531 0.0014174405985407637 0.0010397562963362353 0.0019663220018450991 0.0016843383962998892 0.0011210331179398727 0.0013451941382593979 0.002709400569635978 0.0018165950566075839 0.0016352503926384552 0.0010219934984547763 0.0014326784042673077 0.0026028122991643707 0.0012739749716104143 0.001604957477336022 0.0012064092573744745 0.0017522704975210246 0.0019809197650770827 0.0010716602262448305 0.0018103927915831255 0.0010594747398684481 0.0010099633909703698
leaf_count=86 18 21 36 49 239 124 70 66 448 43 29 63 154 41 195 83 580 23 14 100 69 24 256 64 71 56 27 29 36 7
internal_value=0 -4.7768e-05 -8.03609e-05 -4.71038e-05 -7.95327e-05 -4.93193e-05 -1.29937e-05 3.09644e-05 5.8667e-05 1.51556e-05 -2.48387e-05 1.15051e-05 -3.96666e-05 3.52852e-05 -0.000217904 0.000223724 -0.000581141 0.000163341 0.000231988 0.000331977 0.000431893 0.000272034 0.000132476 0.000314727 0.000510067 0.000196651 -0.000344476 -0.000613325 -0.000467488 -0.000773247
internal_weight=0 0.046285 0.0451874 0.0439822 0.0425171 0.0411383 0.0393828 0.0372301 0.0361705 0.0346659 0.0332485 0.0322087 0.0302424 0.0267477 0.00898422 0.00405459 0.00492963 0.0177634 0.0166424 0.0145609 0.0129257 0.0103229 0.00889019 0.00728523 0.00601126 0.00425899 0.00227807 0.00349473 0.00208147 0.00215266
internal_count=3121 3035 3014 2996 2947 2911 2672 2541 2471 2405 2362 2333 2270 2087 1306 278 1028 781 740 690 667 598 498 242 218 147 91 183 50 131
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=16
num_cat=0
split_feature=44 15 12 147 11 16 2 133 51 0 43 13 43 0 3
split_gain=0.000120579 0.000156892 0.000229392 0.000134498 0.000208693 0.000297453 0.000168604 0.000150231 0.000156659 0.000163581 0.000235279 0.000233662 0.000192811 0.000145577 3.55513e-05
threshold=1.0000000180025095e-35 -0.15026499999999995 0.090695000000000012 0.089025000000000007 1.0000000180025095e-35 -0.40995499999999996 0.10912000000000001 0.088385000000000005 0.08955500000000001 -0.13027499999999997 -0.074359999999999996 -0.008624999999999999 0.070450000000000013 0.0059850000000000016 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 -7 11 -11 -12 -8 -13
right_child=-2 3 -4 -5 -6 6 13 -9 -10 10 12 14 -14 -15 -16
leaf_value=0.0023822567868155235 -0.0016380292459755384 -0.0024222458688374386 -0.00028863402178137224 0.0013850916492377247 -0.002233758629742442 0.0015837820478849993 0.00031993409033500745 -0.0018183260834653615 -0.0016444166241502613 0.0021372150501027575 -0.0020773379868949757 0.00031814234988836372 0.00031410346308802256 0.0026794260903968995 -0.00095038890166654734
leaf_weight=0.0015574410095918747 0.0010055680123883795 0.0011581852016404577 0.0014502011333910048 0.0013099425803524403 0.0011233276574724718 0.0017807965303626716 0.0015565438777860327 0.0011085804657647866 0.0011172793768575726 0.0016319467968969326 0.0017812916793553705 0.001042389671934485 0.0014109957554870878 0.0010049111909218311 0.0010215868205937792
leaf_count=249 60 125 77 112 181 79 264 482 184 381 618 57 135 31 86
internal_value=0 7.68232e-05 0.00109443 -0.000102707 -0.000226544 -7.2262e-05 0.000130001 -0.000132286 5.87066e-05 0.000278209 -5.9319e-05 0.000770726 -0.00102032 0.00124561 -0.000309731
internal_weight=0 0.0200554 0.00300764 0.0170478 0.0157378 0.0146145 0.0134563 0.0108949 0.00978629 0.00866901 0.00688821 0.00369592 0.00319229 0.00256146 0.00206398
internal_count=3121 3061 326 2735 2623 2442 2317 2022 1540 1356 1277 524 753 295 143
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=16
num_cat=0
split_feature=41 2 3 124 52 48 4 52 474 43 16 13 0 1 49
split_gain=0.000121213 0.000133703 0.000231142 0.000134095 0.000139646 0.00024559 0.000235056 0.000175922 0.000194624 0.000196541 0.000251218 0.000237196 0.000191806 0.000145971 0.000126451
threshold=0.07831500000000001 -1.0000000180025095e-35 -0.13309499999999996 0.0049200000000000008 0.19022000000000003 0.095425000000000024 0.033845000000000007 -0.24164999999999998 0.084660000000000027 -0.083684999999999996 -0.090344999999999995 -0.10664 -0.084044999999999995 0.10022000000000002 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 9 12 13 -12 -9 14 -11
right_child=-2 3 -4 -5 -6 6 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00044576746335175358 -0.001250650061583347 -0.0020624846852391747 0.0023467246458705555 0.0015129742895351047 -0.0014796384936164599 0.0021659121229521683 -0.00043298847547300307 -0.00097039168316937266 0.0015272153989804465 0.00057894177107011523 -0.00019752181635164225 -0.0028389191002178194 0.0014073730451146091 0.001357410742964584 -0.0014822601879454309
leaf_weight=0.001081915817621848 0.0014469477534184696 0.0010393635240547568 0.0013015233050985833 0.0010278012443287734 0.0014344400588454645 0.0017598927918813798 0.0011448984853432709 0.001033194791972003 0.0012360375872595428 0.0010262414727435498 0.001122531258729075 0.0017096553587189808 0.0019569548314226637 0.0010837414143058943 0.0014060048037974884
leaf_count=31 151 307 146 56 330 168 67 165 201 31 42 811 207 121 287
internal_value=0 8.89323e-05 0.00107913 -5.00526e-05 -0.000150754 -1.94589e-05 0.00114158 -0.000309854 -0.000137586 -0.000357943 -0.000802458 -0.00179201 0.000585777 -5.36084e-06 -0.000612574
internal_weight=0 0.0193642 0.00238344 0.0169808 0.015953 0.0145185 0.00290479 0.0116137 0.0105744 0.00933832 0.00634817 0.00283219 0.00299015 0.00351599 0.00243225
internal_count=3121 2970 177 2793 2737 2407 235 2172 1865 1664 1292 853 372 439 318
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=17
num_cat=0
split_feature=1 15 48 52 16 2 43 2 48 160 40 151 14 3 0 0
split_gain=0.000113075 0.000179051 0.000166509 0.000190345 0.00014732 0.000212219 0.000160632 0.000138375 0.000165411 0.000184913 0.000111556 0.000149639 0.000200299 0.000270043 8.171e-05 3.35548e-05
threshold=0.094385000000000011 -0.095869999999999983 0.091150000000000023 -0.088204999999999992 0.19444000000000003 0.10097500000000002 -1.0000000180025095e-35 0.13754500000000003 0.12649500000000002 0.032695000000000009 -0.063404999999999989 -0.076249999999999984 -0.10708499999999999 -0.075944999999999985 -0.10011499999999998 -0.097024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 9 10 -2 -12 -13 15 -15 -14
right_child=7 2 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 -17
leaf_value=-0.0022086378821980046 -0.0013422897261866256 -0.0020143632421719426 0.0014400477377029257 -0.0011402364538423075 0.0012712296705241111 -0.002284320949696883 0.00093960132944765468 0.0017648517509733885 -0.001655550009782774 0.0019997118554601397 -0.0012639574188117078 -0.0012668339021009048 0.00038739413658905468 0.0029347884487712535 0.0012264617508517433 -0.00077920925596214287
leaf_weight=0.0010302390738932141 0.0010546646054514514 0.0013250181854432283 0.0012059202672324298 0.0013428083790991705 0.0013647168217518768 0.0010616385179738619 0.0019861759558743568 0.0012526363853844211 0.0010094764651142904 0.0012311003059597425 0.0011223220789915462 0.0010180876103600429 0.0010671555590393584 0.0012003578419435001 0.0012159845571781888 0.001060589220137409
leaf_count=254 102 349 104 940 46 152 333 159 47 132 74 47 40 68 109 165
internal_value=0 -0.000382447 -0.000155395 -0.000427129 -6.17097e-05 -0.000476021 0.00010066 0.000309684 0.000127034 0.000327639 6.16557e-05 0.000283167 0.000595342 0.00101256 0.0020751 -0.000194107
internal_weight=0 0.00931652 0.00828628 0.00708036 0.00575534 0.00439062 0.00332898 0.0112324 0.00997974 0.00897026 0.00773916 0.0066845 0.00556217 0.00454409 0.00241634 0.00212774
internal_count=3121 2178 1924 1820 1471 1425 1273 943 784 737 605 503 429 382 177 205
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=16
num_cat=0
split_feature=4 11 160 43 16 2 4 42 3 52 0 3 3 2 2
split_gain=0.000109452 0.000218306 0.000205299 0.000171392 0.00033011 0.000215672 0.000300989 0.000179317 0.000286232 0.000223664 0.000120762 0.000114085 0.00021778 9.89171e-05 0.000170834
threshold=0.27287000000000006 1.0000000180025095e-35 -0.091944999999999985 -0.074359999999999996 0.22339500000000004 0.089775000000000008 0.055260000000000011 -0.094469999999999985 -0.075944999999999985 0.083680000000000018 -0.11991499999999998 -0.14989499999999997 0.11296500000000002 0.093175000000000022 0.11448000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 10 13 -4 9 -9 -5 -2 -13 -7 -15
right_child=11 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16
leaf_value=-0.0014773254735298495 -0.00037385107327710787 -0.00174751485298065 -0.00057124128430619231 4.1282331412061452e-05 -0.001830836478432348 0.0020373163163131328 -0.0011770936542227668 -0.00081604035598541983 0.0023642947956652896 0.001407845507593711 -0.0015753061362368021 0.0019734477451182125 -0.00019473730749349492 -4.8145952662998009e-05 0.0018804918792843168
leaf_weight=0.0012412549574015172 0.0012300133261327062 0.0010944238027450473 0.0012834336416860936 0.0012985622946821707 0.0014629602884089765 0.0010624951828615559 0.0010656896283216533 0.0012837128870462067 0.0014401542164783612 0.0012414868298371573 0.0012810416117360907 0.0014483407958840724 0.0011677558755409656 0.0016691336389916267 0.0010404749219681264
leaf_count=382 58 187 114 60 159 102 95 457 157 118 685 178 116 157 96
internal_value=0 -0.000135477 -2.06943e-05 0.000107272 -0.000209046 0.000110826 0.000575978 0.000642445 0.00103527 0.000277309 -0.000761522 0.000564461 0.00100563 0.00107125 0.00069244
internal_weight=0 0.0164648 0.0153704 0.0141291 0.00888036 0.0074174 0.00483779 0.00524879 0.00396535 0.0025252 0.0025796 0.00384611 0.0026161 0.0037721 0.00270961
internal_count=3121 2769 2582 2200 1354 1195 450 846 732 575 745 352 294 355 253
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=31 39 42 376 14 457 457 34 151 151 1456 4 15 0 42 156 43 42 12 52 16 16 3 1 12 457 42 52 49 160
split_gain=0.00173665 0.00127009 0.000915713 0.00101704 0.000789505 0.000755786 0.000946962 0.000784909 0.000804314 0.00122641 0.00115536 0.000923778 0.0013558 0.000891687 0.000863766 0.000840124 0.000847045 0.00127075 0.000908409 0.000718443 0.000715122 0.000684593 0.000598324 0.000507891 0.000819909 0.000500548 0.000406188 0.000548352 0.00022866 0.000198333
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.086645000000000014 -0.15747999999999998 -0.0029299999999999994 -0.021334999999999996 -0.40381499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24564500000000003 -0.095869999999999983 -0.15350499999999997 -1.0000000180025095e-35 0.091255000000000017 -0.074359999999999996 0.082250000000000004 0.098150000000000015 -0.088204999999999992 0.22339500000000004 -1.0000000180025095e-35 0.086245000000000016 0.111945 0.12477500000000001 0.10021000000000001 0.088465000000000002 0.094465000000000007 -0.014169999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 28 -8 -9 19 -11 12 -12 -13 -14 16 26 18 20 -10 21 22 -18 -15 29 -21 -16 -28 -7 -25
right_child=1 -3 3 -5 -6 6 7 8 9 10 11 13 14 23 15 -17 17 -19 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013734419337870338 -0.0013730918046557313 0.001373369445292059 0.0010089962832501016 0.0010536467131803103 -0.0012833237644084771 -0.0013592449271238138 -0.001040211682747857 -0.0012218625267789507 -0.00042293457966556097 -0.0013729658507180761 -0.0011972580281698121 0.0013426394676043804 -0.00095127610752973244 -0.00042557291032478656 0.00089810485373291232 -0.00099480636579554705 -0.00064433320758116479 -0.0013729546346261284 -0.0010996601180576788 0.0010294241808478882 -0.00066966995151103046 0.0010371097258013904 0.00052018041071333462 0.00046715900013223231 -0.00032990316660980727 6.9258236551795113e-05 0.00067417635832688625 -0.00055000081964246429 -0.00047800316054956205 0.0012237889622322736
leaf_weight=0.0016701783564494468 0.001020143937360273 0.0011506986859757254 0.0011950525576320805 0.0015001073510365606 0.0010307152266335598 0.0012418163818730399 0.0014477164048329874 0.0010043489216808857 0.0011384328950150291 0.0012736258606078623 0.0022376935681478463 0.0014376161026703471 0.0018685929571202733 0.002008793717678258 0.0029357655190462824 0.0013755789633735907 0.0013436482642674719 0.001326359558997404 0.0010776660277969086 0.0039229627810017922 0.0012967868246391845 0.0023163307878348895 0.0021819923991017731 0.0011734249978418987 0.0017177631707454566 0.0013844411115631061 0.0016757133073515007 0.0011719703277552895 0.0010033208301760679 0.0014721026272397353
leaf_count=86 18 21 31 49 49 69 35 60 68 246 159 46 594 60 122 138 27 473 20 162 43 38 30 54 6 51 84 70 142 70
internal_value=0 -5.1164e-05 -8.69698e-05 -5.76575e-05 -9.61935e-05 -6.72186e-05 -9.85614e-05 -4.83868e-05 -9.9342e-06 2.35631e-05 -9.35578e-05 -3.66182e-05 -0.000187728 0.000365998 -6.60821e-05 3.29531e-05 0.000125198 -0.000126059 7.52245e-05 0.00056669 0.000252585 0.000457305 7.63755e-05 0.000145656 0.000408642 0.000778964 0.000539776 0.000170364 -0.00096543 0.000888185
internal_weight=0 0.0469312 0.0457805 0.0447603 0.0432602 0.0422295 0.0410345 0.0387893 0.0373416 0.0363373 0.0298914 0.0286178 0.0208081 0.0078097 0.0185704 0.0167018 0.0153262 0.00954278 0.00821642 0.00644584 0.00713876 0.00584197 0.00352564 0.00637208 0.00436329 0.0053074 0.00578345 0.00284768 0.00224514 0.00264553
internal_count=3121 3035 3014 2996 2947 2898 2867 2656 2621 2561 2280 2034 1798 236 1639 1045 907 631 158 281 138 95 57 190 130 213 276 154 211 124
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=16
num_cat=0
split_feature=14 1 4 3 2 11 0 4 3 0 48 2 16 12 1
split_gain=0.000142515 0.000126969 0.000231454 0.000193644 0.000266577 0.000572977 0.000327297 0.000216488 0.000190794 0.000174613 0.000257469 9.93047e-05 0.000102833 9.84785e-05 2.56798e-06
threshold=0.076175000000000007 0.077565000000000009 -0.029144999999999997 0.083060000000000009 1.0000000180025095e-35 0.078730000000000008 -0.033209999999999996 0.053180000000000012 0.149315 -0.21861499999999998 0.086260000000000017 0.096540000000000015 0.19444000000000003 0.098330000000000015 0.13534000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 -6 7 -3 9 10 -5 -1 -13 -9 -11
right_child=-2 3 -4 8 5 -7 -8 13 -10 14 -12 12 -14 -15 -16
leaf_value=-0.00069727295484806062 -0.001484109493333417 -0.0020756283124175341 -0.0017402038580207522 0.0015122162841888207 0.0030532821156149925 -0.0005738417049674547 0.0018595151099349515 -0.00072771336696159452 0.0013112106932115428 -0.0016418867982606637 -0.00091729712007747257 -0.00028342529299813218 0.0013423059486023076 0.00099685414966756321 -0.0013530867355919731
leaf_weight=0.0016667542316831634 0.0010085905358083727 0.0010622737026781959 0.0015894476595599292 0.0011791059313992491 0.0018483672047118205 0.0011584435433711349 0.001245933185268111 0.0010603470519727765 0.0010589950253732106 0.0010126937511820699 0.00180516533966113 0.0012093418010042933 0.001342298922473173 0.0011062617851074208 0.0010011017193107818
leaf_count=678 101 488 763 62 225 130 82 84 150 86 53 126 47 31 15
internal_value=0 7.50132e-05 -0.000425137 0.000289568 0.000724698 0.00165585 9.90206e-05 -0.000580304 -0.000247901 -0.000578247 4.26202e-05 7.03668e-05 0.000571796 0.000152844 -0.00149832
internal_weight=0 0.0193465 0.00580784 0.0135387 0.00748163 0.00300681 0.00447482 0.00322888 0.00605706 0.00499807 0.00298427 0.00421839 0.00255164 0.00216661 0.0020138
internal_count=3121 3020 1614 1406 1040 355 685 603 366 216 115 851 173 115 101
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=15
num_cat=0
split_feature=52 1 12 43 150 3 49 12 1 2 16 13 1 16
split_gain=0.000106273 0.000166177 0.000178801 0.000152442 0.000166582 0.000243889 0.000219015 0.000194804 0.00013086 0.000174899 0.00010823 0.000192484 0.000255836 0.000145392
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 -0.083879999999999996 0.081835000000000019 0.090900000000000009 -0.006494999999999999 0.095330000000000012 1.0000000180025095e-35 0.095195000000000016 -0.032969999999999992 -0.117405 0.094825000000000007 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 6 -6 -5 10 9 -2 11 -8 -13 -12
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 13 12 -14 -15
leaf_value=-0.0010280929463081711 -0.00076677307922930855 0.0010760119146180716 -0.0012219186691983536 -0.0018409434709950531 -0.00029875438819498953 0.0016397698557994991 0.00099590346954003643 -0.0015017597978339938 0.0013256045256752563 0.0011585960067174736 0.0016295536403454706 -0.002108871619135093 1.0467234986583409e-05 -0.00011206497856807038
leaf_weight=0.001132699014914417 0.001271498675786349 0.0017416968299519544 0.0014062805895020394 0.0010802442927716482 0.0017864328090487777 0.001362674745703174 0.001035515939621587 0.0011249818214663643 0.0018185121317686459 0.0010070138940636575 0.0010152854541533645 0.0010436245778328579 0.0019387211512904567 0.001304440508822502
leaf_count=324 295 162 108 97 161 75 63 283 234 89 220 749 120 141
internal_value=0 6.01866e-05 -4.27059e-05 6.23235e-05 -0.000138418 0.000540079 -0.000388531 -0.000178287 0.000635192 8.41651e-05 5.66425e-05 -0.000286048 -0.000731162 0.000650197
internal_weight=0 0.0189369 0.0171952 0.0157889 0.0116919 0.00314911 0.00854281 0.00746257 0.00409702 0.00227851 0.00633759 0.00401786 0.00298235 0.00231973
internal_count=3121 2797 2635 2527 1909 236 1673 1576 618 384 1293 932 869 361
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=15
num_cat=0
split_feature=41 2 3 3 457 156 160 0 42 2 43 2 0 2
split_gain=0.000100513 0.000120602 0.000207339 0.000128214 0.000173441 0.000207937 0.000160154 0.000186123 0.000264539 0.000258306 0.000202327 0.000294707 0.000157068 0.000113199
threshold=0.07831500000000001 -1.0000000180025095e-35 -0.13309499999999996 -0.12018999999999998 -0.0029299999999999994 0.083840000000000012 -0.082869999999999985 -0.053834999999999994 0.083995000000000014 0.096540000000000015 -1.0000000180025095e-35 0.11389000000000002 0.12113000000000002 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -5 6 -6 8 10 -9 -8 13 -3 -12
right_child=-2 3 -4 4 5 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00033588939047315438 -0.00099204560848744445 0.0015706803388397359 0.0019584448188021825 -0.0015614534240385373 -0.0012450486450597442 -0.0014406904512078347 -0.0012524848679070452 -0.0019133816453054545 0.001834954741939435 0.00040762297374254824 0.00041934261223800119 -0.00087247963753632506 -0.00025076001048102137 0.0020825128495804918
leaf_weight=0.0010706721590736379 0.0013832616755511387 0.0014465588675687232 0.0012275941258640391 0.0012289891345512718 0.0011181843890805685 0.0014004494829492073 0.0011368915597053672 0.0011689547516571287 0.0018883597507492467 0.0017213813118304166 0.0010397294076499577 0.0013108747675167898 0.0013097771169157113 0.0013865189620489993
leaf_count=31 151 127 146 238 350 306 536 47 642 126 131 101 84 105
internal_value=0 7.28933e-05 0.000889604 -4.32829e-05 -0.00019723 -5.94791e-05 0.000120108 0.00027825 0.000624167 -0.000531074 0.000155066 0.000583265 0.000705154 0.00136979
internal_weight=0 0.0184549 0.00229827 0.0161567 0.0134003 0.0121713 0.0107709 0.00965271 0.00676237 0.00289034 0.00487401 0.00373712 0.00275634 0.00242625
internal_count=3121 2970 177 2793 2582 2344 2038 1688 1515 173 873 337 211 236
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=15
num_cat=0
split_feature=1 42 42 13 43 15 0 2 15 3 12 15 3 1
split_gain=0.000105823 0.000176776 0.000173686 0.000224751 0.000185174 0.000236777 0.000179729 0.000277034 0.000204585 0.000163268 0.000241062 0.000156686 0.000130309 0.000110739
threshold=0.11230000000000001 0.094935000000000005 -1.0000000180025095e-35 0.086705000000000018 -0.083879999999999996 0.013270000000000002 -0.10151999999999999 0.097845000000000015 -0.070929999999999979 0.10732000000000001 0.091200000000000017 -0.074054999999999996 0.097915000000000016 0.12958500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 12 10 -2 -11 -6 -12
right_child=9 -3 3 -5 5 -7 7 -9 -10 11 13 -13 -14 -15
leaf_value=-0.0013692867140523203 0.0025128326174148684 -0.0017413477494671596 0.0012561144301147574 0.0015952442079973101 0.00054020457606323712 -0.0021488929208327914 -0.0022387810020075491 0.00061286574181486971 0.0019757574924323951 0.00069447370958976697 -0.00058244497827383108 -0.0014716575590191816 -0.0012857775562721324 0.0012214078143713957
leaf_weight=0.0015595111598912812 0.001254771168553769 0.0012111707029941196 0.0014571829532736853 0.0015862305819229769 0.0019262364534669008 0.001140267477459489 0.0013632704297840102 0.0010811268732697776 0.0011427372913650497 0.0011686560378532107 0.0013183234502349706 0.0011957466606080658 0.0010792891853981246 0.0011090852707358323
leaf_count=804 162 398 324 105 99 350 354 96 70 124 92 58 36 49
internal_value=0 -0.000207637 -5.70522e-05 0.000132849 -0.000119563 -0.000378794 -7.26369e-05 -0.000977533 0.00046058 0.000461698 0.00101566 -0.000401001 -0.000115509 0.000241737
internal_weight=0 0.013547 0.0123359 0.0107763 0.00919011 0.00773293 0.00659266 0.0024444 0.00414826 0.00604658 0.00368218 0.0023644 0.00300553 0.00242741
internal_count=3121 2636 2238 1434 1329 1005 655 450 205 485 303 182 135 141
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=31 39 42 376 146 45 156 151 1348 1374 151 52 15 51 159 51 34 3 52 15 52 15 13 0 0 0 2 16 457 48
split_gain=0.00145894 0.001336 0.00112269 0.00118135 0.000947666 0.00115088 0.000929653 0.00089606 0.00106585 0.00101063 0.000812013 0.00104837 0.000962543 0.000874043 0.000783537 0.000746088 0.000699912 0.00067334 0.000910799 0.000897623 0.000990796 0.000762272 0.000623483 0.000578342 0.00128647 0.00156209 0.00107979 0.000708886 0.000607508 0.000605479
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.12035500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 0.093235000000000012 -0.15599999999999997 0.41423000000000004 -0.24436499999999997 0.11917000000000001 0.10519500000000001 0.10681500000000001 -1.0000000180025095e-35 -0.15327499999999997 0.11434500000000002 -0.015744999999999999 0.10744000000000002 -0.11713499999999999 -0.084034999999999985 -0.10607499999999999 -0.066689999999999985 -0.053834999999999994 0.079055000000000014 -0.094359999999999986 0.060310000000000009 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 -7 -8 9 10 -9 12 15 14 16 -12 -14 19 21 -18 -21 -19 -23 26 -25 -26 -24 29 -29 -28
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 20 -22 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.0014865647197297212 -0.0014863343338123937 0.0014866641829549469 0.0014864298839469472 0.0011041378818207746 -0.001402307408481043 -0.0014861131010101289 -0.0013257415326768372 0.001185598407586095 0.0014168827326842884 -0.0014862547832035981 0.0010887294015912599 -0.0014861733496074961 -0.0011043105109333317 0.00066830693078007727 -0.0013898474817644947 -0.00039218197459848364 0.0013939895147952073 -0.00089495357176331408 -0.0011684227450209656 -0.00057314489370063253 0.0011334174877980715 0.00035951317375221791 0.0013205190578579435 -0.0014243013910510262 0.001103145016724036 -0.00075476281197448404 -4.0101030501212044e-05 -0.00035699992870498655 0.0010292683803540413 -0.0014862461372584473
leaf_weight=0.0014002845763920737 0.0012363794852205947 0.0012189876127735024 0.0010329308781251703 0.0018754410520340761 0.0011996810608252409 0.0010437875895057394 0.0012149440327693375 0.0011750042773783767 0.0010932361234594614 0.0010830357185724884 0.0027535409375758482 0.001118494274697567 0.0015502167522924984 0.0029576899927241653 0.0011329834942730424 0.0010331228494067091 0.0014734121377841802 0.0023613766177374941 0.0018993426932096815 0.0022258752437629278 0.0011340166204476532 0.0068940403700767849 0.0013146871322788738 0.0022254062603383855 0.001643740997847587 0.002549129965798317 0.0013067297506950126 0.001398173437635819 0.0013941992701624883 0.0012518007617359217
leaf_count=86 18 21 19 49 4 163 63 38 25 35 142 152 31 74 160 14 25 141 174 87 13 463 12 815 52 124 35 41 29 16
internal_value=0 -5.06368e-05 -8.76916e-05 -5.26411e-05 -9.83521e-05 -6.45367e-05 -9.99582e-05 -6.72123e-05 -3.16277e-05 -6.94432e-05 -3.18275e-05 -6.79344e-05 -2.67314e-05 -0.000104337 -0.000176302 0.000684689 -0.000131402 -7.95229e-05 -0.000180512 0.000426931 2.84689e-06 -9.65177e-05 -2.14302e-06 -0.000192704 -0.000511096 -2.64029e-05 0.000113875 -0.000182591 0.000335148 -0.00074765
internal_weight=0 0.0517914 0.0505724 0.049336 0.0474606 0.0462609 0.045228 0.0441842 0.0429693 0.041876 0.040793 0.039618 0.0384995 0.0347128 0.0317551 0.00378666 0.0306221 0.0290719 0.0242386 0.0048333 0.00335989 0.0223393 0.0199779 0.0130839 0.00641828 0.00419287 0.00666559 0.0053509 0.00279237 0.00255853
internal_count=3121 3035 3014 2996 2947 2943 2924 2761 2698 2673 2638 2600 2448 2292 2218 156 2058 2027 1902 125 100 1728 1587 1124 991 176 133 121 70 51
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=17
num_cat=0
split_feature=52 16 12 0 0 15 147 52 0 0 12 151 457 15 2 47
split_gain=0.000101455 0.000145309 0.000310898 0.000187002 0.000257502 0.000155892 0.000158662 0.00025703 0.000345224 0.000391696 0.000285753 0.000166577 0.000210326 0.000197161 0.000202389 0.000174213
threshold=-0.40306999999999998 0.23311500000000004 0.051320000000000005 0.15398500000000004 0.051010000000000007 0.097485000000000016 0.089025000000000007 0.15915500000000002 -0.075934999999999989 -0.10151999999999999 0.091545000000000015 -0.0083949999999999979 0.045365000000000009 -0.10203999999999998 0.089885000000000007 0.099745000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 9 11 -10 12 -2 15 -15 -13
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 -12 13 -14 14 -16 -17
leaf_value=-0.001074309043992875 -0.0019314142720813488 0.002444919447518483 -0.00023794016642589017 -0.0015162030468428758 0.0016694550794201098 -0.0013971108198138518 0.001289541136728229 -0.0017199118116008303 0.0025074737118295433 -0.002038201178795608 -0.00010414518549048181 -0.0014119008899794365 0.00039292190234596868 2.2611520350737363e-05 0.002099319465261055 0.00070317469793066052
leaf_weight=0.0011148146993126265 0.0010448951401944573 0.0010133954586590823 0.0013528153919144525 0.0011031481881955676 0.0012056643781726004 0.001132766954929588 0.0011976448239074964 0.0011941739519192871 0.0012530353645978645 0.0014039561350821794 0.0010189628536523276 0.0010477119989236172 0.0010439086087292715 0.0011480709521425343 0.0013935356686056721 0.0010417577695420732
leaf_count=324 65 60 90 48 78 280 95 222 172 1160 161 123 63 61 79 40
internal_value=0 6.31859e-05 0.000911069 -6.04348e-05 4.57346e-05 -9.48978e-05 2.0456e-05 -0.000110684 7.41687e-05 -0.000278783 0.0013362 8.88048e-05 -0.000769795 0.000476068 0.00116125 -0.000357377
internal_weight=0 0.0185954 0.00236621 0.0162292 0.0151261 0.0139204 0.0127877 0.01159 0.0103958 0.00812384 0.002272 0.00671988 0.0020888 0.00463108 0.00254161 0.00208947
internal_count=3121 2797 150 2647 2599 2521 2241 2146 1924 1591 333 431 128 303 140 163
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=15
num_cat=0
split_feature=484 15 15 15 3 52 13 484 13 1 1 47 52 12
split_gain=0.000105518 0.000149569 0.000160593 0.000144626 0.000446812 0.000364416 0.000162437 0.000225979 0.000181732 0.000142769 0.000138863 0.000162429 0.000130469 4.45197e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.086224999999999982 0.11434500000000002 -0.084034999999999985 0.084040000000000017 0.11596500000000001 0.082005000000000008 0.091785000000000019 0.092530000000000015 0.077655000000000016 0.10673000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 4 -4 6 12 8 9 -8 -6 -12 -5 -2
right_child=1 2 3 5 10 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00095217080531418894 0.0015182503088074222 -0.0011366799221682073 0.00269647856205061 0.00014208313289977307 -0.00098815441823639494 -0.0022021386357174056 -0.00035937782289290488 0.0011255251242379136 0.00015718958885178812 -0.0021447949531581138 0.0011740495191843022 -0.00042597539779034237 0.0018111173638334776 0.00045357533758245077
leaf_weight=0.0013945043371439139 0.0010247859701220099 0.0015630324236718353 0.0010053558807417984 0.0015126029260215104 0.0012151747185531444 0.0010431196500378945 0.0010418716999103317 0.0011309741840337395 0.001851028294439061 0.0012953136138604826 0.0017643885547986571 0.0015250211260990909 0.0010050549965656685 0.0010009405575335251
leaf_count=503 196 187 121 211 323 206 436 92 88 342 169 85 126 36
internal_value=0 7.31202e-05 -4.35832e-05 7.5149e-05 0.000532129 -0.000208403 5.69722e-05 -0.000298674 -0.000683262 -0.00134889 4.90784e-05 0.000432253 0.000808366 0.000992179
internal_weight=0 0.0179787 0.0159529 0.0143899 0.00550994 0.00887997 0.00783685 0.00531919 0.00418821 0.00233719 0.00450458 0.00328941 0.00251766 0.00202573
internal_count=3121 2618 2386 2199 698 1501 1295 958 866 778 577 254 337 232
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=31 457 457 1213 34 4 11 151 1456 14 12 15 133 48 42 40 376 16 13 15 16 43 13 16 16 3 3 47 2 150
split_gain=0.00124854 0.000616841 0.000909598 0.000646334 0.000635344 0.000693019 0.00110807 0.000809151 0.000792979 0.000779206 0.000840588 0.000772854 0.000809859 0.000617576 0.000620097 0.000859882 0.000597369 0.000496281 0.000798742 0.000693338 0.000896877 0.000757031 0.000681208 0.000485177 0.000409633 0.00029113 0.000506432 0.000274232 0.000212203 0.000196096
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.021334999999999996 0.24564500000000003 0.080455000000000013 -0.13579999999999995 -1.0000000180025095e-35 -0.46885499999999997 0.12477500000000001 -0.095869999999999983 0.10622000000000002 -0.075224999999999986 -0.088934999999999986 0.0046150000000000002 0.049360000000000008 0.25792000000000009 -0.28558999999999996 -0.074054999999999996 -1.0000000180025095e-35 -0.082389999999999977 -0.063184999999999977 0.15273500000000004 -0.15012499999999998 -0.085709999999999995 -0.0025099999999999996 0.083310000000000009 0.090675000000000019 -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=-1 -2 29 -4 -5 6 8 -7 -6 -9 25 27 13 -13 15 -15 17 18 -16 28 21 -21 -19 -22 -23 -11 -27 -10 -20 -3
right_child=1 2 3 4 5 7 -8 9 11 10 -12 12 -14 14 16 -17 -18 22 19 20 23 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011490480205466477 0.00076253279359180112 -0.00043824186524509163 -0.00091982390333862065 -0.00083070178498929014 -0.00086601416509285781 -0.00061611364609599859 -0.0011062607272789131 -0.00034189390624219415 -0.00016393719167496517 0.0011281449609585078 -0.00020957898831445586 -0.00062754615968965927 -0.0007426518036637756 -0.00082893708716435795 0.0010353772247235305 0.00047668906701484417 0.0010900540126746864 -0.00088640395832334572 0.00036609434638852802 0.00037246002743131722 0.00085445222226794137 -0.00016419294501140191 0.00024672219357987842 2.5526236720001459e-05 -0.00097565396549968394 -4.5893847461717781e-05 0.00090366608017522672 -0.00088172310302573709 0.0010144427295623369 -0.0011353690504936685
leaf_weight=0.0011872757626658617 0.0012128413227490134 0.0010279427112851458 0.0010470684092522822 0.0011922773297996505 0.0013829400998390797 0.0011373688630271781 0.0012963169424189394 0.0014644724278127805 0.0013393943646802199 0.0020630820704639072 0.001401246991605376 0.0012555806494844992 0.0014183666780995799 0.0016489441547840036 0.0017921894692136614 0.0011162909619315542 0.0011339001274226481 0.0011558073685469239 0.001220775250555744 0.0016159602576628594 0.0020334879070862668 0.0015730714538832917 0.0017757955308019815 0.0017198818343153732 0.0017169707186273121 0.0011287762384046838 0.0021585376327672963 0.0014768815209462716 0.0014663521925708523 0.0011047030408470873
leaf_count=86 37 70 321 37 225 28 130 35 94 64 17 64 320 157 44 12 30 91 98 92 73 31 76 50 334 70 114 104 75 142
internal_value=0 -4.50893e-05 -6.84867e-05 -2.92567e-05 -5.15192e-06 2.1101e-05 -6.8944e-05 0.000291991 -1.88485e-05 0.000417701 0.000582462 2.71686e-05 9.7754e-05 0.000153914 0.000203049 -0.000301872 0.000284205 0.000227345 0.000322702 0.000210135 5.19489e-05 -0.000271418 -0.000200022 0.000474619 -0.000587669 0.000789895 0.000577612 -0.000540351 0.000719895 -0.000799351
internal_weight=0 0.0430772 0.0418644 0.0397317 0.0386847 0.0374924 0.0281389 0.00935348 0.0268426 0.00821612 0.00675164 0.0254597 0.0226434 0.021225 0.0199694 0.00276524 0.0172042 0.0160703 0.0131387 0.0113465 0.00865937 0.004906 0.0029316 0.00375337 0.00329004 0.0053504 0.00328731 0.00281628 0.00268713 0.00213265
internal_count=3121 3035 2998 2786 2465 2428 2100 328 1970 300 265 1745 1547 1227 1163 169 994 964 797 753 580 457 167 123 365 248 184 198 173 212
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=14
num_cat=0
split_feature=1 0 3 16 159 14 52 16 47 4 43 3 49
split_gain=0.000106561 0.000137728 0.000288544 0.000178038 0.000126497 0.000144266 0.0001366 0.000154725 0.000232277 0.000274251 0.000120268 0.000119892 7.15783e-05
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 0.076905000000000015 -0.10708499999999999 -0.24164999999999998 -0.5315899999999999 0.093140000000000014 0.0067750000000000006 -0.17390999999999998 -0.10831999999999999 -0.028954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -7 -8 9 -9 -3 -12 -11
right_child=4 10 -4 -5 -6 6 7 8 -10 12 11 -13 -14
leaf_value=-0.00044704604078897662 -0.0012133183915962846 0.0011906552409618036 0.00070525170400915094 -0.0022317426646605433 0.0014106143972754759 -0.0008814615128993282 -0.00041804370445797405 8.4229999009342125e-05 -0.00033596290381227083 0.0014952658821031073 0.00048997868131199431 -0.00095828105282536004 0.0028772148277628065
leaf_weight=0.001484888749992308 0.0010285021469633735 0.0011701396807950459 0.0013072774874736126 0.0016433680548270935 0.0011680025887054199 0.0012306299077557998 0.0019985726801987642 0.0014203219713655423 0.0016837247383370002 0.0010103886267494033 0.0016522255263566876 0.0015423623382573304 0.0010844146942696753
leaf_count=653 64 30 48 1229 206 149 97 191 108 35 60 158 93
internal_value=0 -0.000305066 -0.000768662 -0.0013846 0.00025077 0.000107514 0.0002687 0.000465357 0.000804958 0.00135145 0.000166052 -0.000209248 0.00221066
internal_weight=0 0.00880026 0.00443553 0.00312826 0.0106246 0.00945655 0.00842805 0.00719742 0.00519885 0.00351513 0.00436473 0.00319459 0.0020948
internal_count=3121 2178 1930 1882 943 737 673 524 427 319 248 218 128
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=14
num_cat=0
split_feature=124 484 160 1 0 42 148 15 3 47 1 2 15
split_gain=0.000111592 0.000167582 0.000132648 0.000160524 0.00038857 0.000192365 0.00012935 0.000119189 0.000169607 0.00018311 0.00022737 0.000204686 0.000148709
threshold=-0.043384999999999993 -0.0068949999999999992 0.10908000000000002 0.12577000000000002 -0.053834999999999994 0.092395000000000019 -1.0000000180025095e-35 0.050935000000000008 -0.10023499999999998 0.086380000000000012 0.094825000000000007 0.092875000000000013 -0.012384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 12 10 11 -10 -8
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=0.00088014056669594035 -0.001402668484815274 -0.0011130588118750371 -0.0012598925129927911 0.0025264134369234557 -0.00024285449588847395 -0.0012828785030511872 0.0020454656054681433 -0.00066938086867370363 0.00085067641127099672 -0.0010830965821101515 0.001828690003139681 -0.0010753327180746688 0.00028037348983399405
leaf_weight=0.0017532412672974776 0.0012123684937653803 0.0010803962449816859 0.0010350029520109763 0.0011463413160031077 0.0016694043314187121 0.001568446062685803 0.001313432950817095 0.0016667052443054562 0.0015054573696481324 0.0014302539138302262 0.001139942518944892 0.0014559344008742148 0.0012491450730287576
leaf_count=259 488 98 57 105 84 416 81 733 278 148 95 174 105
internal_value=0 -8.90991e-05 8.83966e-06 9.50861e-05 0.000884565 -8.40455e-05 8.93941e-05 0.000222489 0.000406138 4.52929e-05 0.000438795 -9.6224e-05 0.00118506
internal_weight=0 0.0174728 0.0162605 0.0152255 0.00281575 0.0124097 0.0108413 0.00976087 0.00809417 0.00553159 0.00410133 0.00296139 0.00256258
internal_count=3121 2862 2374 2317 189 2128 1712 1614 881 695 547 452 186
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=14
num_cat=0
split_feature=132 41 13 52 2 4 52 151 16 3 1 0 2
split_gain=9.12769e-05 0.000179206 0.000145936 0.000153973 0.000224966 0.000125001 0.000209911 0.000243455 0.000151785 0.000156842 0.000182858 0.000141351 0.000130501
threshold=0.080640000000000017 0.078065000000000009 -0.084034999999999985 -0.013374999999999998 0.10222000000000002 0.0061450000000000003 -0.0064899999999999992 -0.0064299999999999991 -0.5315899999999999 0.11296500000000002 0.104035 -0.059114999999999994 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4 -7 10 -10 -12 -8
right_child=-2 -3 5 4 -6 8 12 -9 9 -11 11 -13 -14
leaf_value=0.0017503643941991103 0.00085691572673562034 -0.0015785912003718357 -6.1874526967138692e-05 0.00096897992314730363 -0.0010419070142768407 -0.00087940797181325424 0.0010309724203818261 -0.0023813198615465808 -0.00023781123288352834 -0.00061698574847605524 0.00051674282854040007 0.0022708922320690836 -0.00055216380752548327
leaf_weight=0.0011413585209866239 0.0015322541340685438 0.0010026991176994562 0.0010620833367033788 0.0018991817222764286 0.001229272320577568 0.0015103338631314855 0.0011371154694246382 0.0014166646806177659 0.0014051055089834841 0.0013912214496514252 0.0011999655810186471 0.0012665525088543239 0.0018103510005245682
leaf_count=266 327 108 178 410 96 65 636 402 226 42 97 73 195
internal_value=0 -7.53516e-05 1.61705e-05 0.00059892 0.000178836 -0.000187793 -0.000601989 -0.00138749 0.000144033 0.000437741 0.000816745 0.0014175 5.8601e-05
internal_weight=0 0.0174719 0.0164692 0.00426981 0.00312845 0.0121994 0.00542621 0.00247875 0.00677318 0.00526285 0.00387162 0.00246652 0.00294747
internal_count=3121 2794 2686 772 506 1914 1411 580 503 438 396 170 831
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=15
num_cat=0
split_feature=4 2 160 52 0 15 49 3 15 12 13 48 10 3
split_gain=9.66234e-05 0.000144002 0.000138796 0.000178715 0.000155603 0.000227643 0.00024734 0.000253612 0.000178325 0.000468711 0.000307963 0.000145884 0.000115703 0.000171666
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.091944999999999985 0.10744000000000002 0.15398500000000004 -0.016799999999999995 -0.047584999999999995 -0.074084999999999998 0.024640000000000006 0.078300000000000008 -0.073839999999999975 0.084855000000000014 0.039530000000000003 0.11296500000000002
decision_type=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 -7 -10 -9 13 -2
right_child=12 2 3 -5 -6 8 7 11 10 -11 -12 -13 -14 -15
leaf_value=0.0013748244510961693 0.0020942212351229687 -0.001614389654061652 0.00047361455981770524 0.00117192785142896 -0.0018607218845506316 0.0030916954044997828 0.00017516881981335635 -0.0034633889046691855 0.0012683300739154057 -0.0006373337657958715 -0.0017037449603479245 -0.0012226638110978444 -0.00057486710930155453 -0.00014422561410302347
leaf_weight=0.0010606078178989628 0.0014502823263651257 0.0012761294045036129 0.0017833316406484778 0.0016853347082550494 0.0010984937921314506 0.0012928260629436724 0.0010821361104026983 0.0011000347487115118 0.0012094470140634498 0.0011937859899697756 0.0013682731503885633 0.0010416625283302672 0.0010421917907027511 0.0011165608721190878
leaf_count=106 196 401 144 200 33 86 427 144 274 234 622 98 52 104
internal_value=0 -0.000150159 -0.000264614 -0.000130624 -0.000327153 -0.000159888 -0.000808698 -0.00151804 0.000481598 0.00130144 -0.00030927 -0.00237356 0.000630931 0.00112051
internal_weight=0 0.0151921 0.0141315 0.0128553 0.01117 0.0100715 0.00500717 0.00322383 0.00506433 0.00248661 0.00257772 0.0021417 0.00360903 0.00256684
internal_count=3121 2769 2663 2262 2062 2029 813 669 1216 320 896 242 352 300
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=14
num_cat=0
split_feature=124 484 4 151 12 1 16 52 16 457 13 2 51
split_gain=9.36738e-05 0.00015757 0.000103417 0.000275462 0.000279911 0.000262873 0.000155426 0.000150468 0.000243981 0.00016004 0.000320474 0.000233947 0.000143295
threshold=-0.043384999999999993 -0.0068949999999999992 0.181285 -0.00099499999999999979 0.12069000000000002 0.111945 -0.094359999999999986 0.10744000000000002 0.25792000000000009 0.083570000000000019 -0.084034999999999985 0.084245000000000014 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 12 8 9 10 -8 -12 -3
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.00081049625512430066 -0.0013445159942784106 -0.0019658313079138003 -0.0010661206654413941 0.00054430287437319286 -0.00057502871430632015 0.0029036486604892007 0.0014477427404843066 0.00097066151716644763 -0.0013945308493961027 0.0013789173612961838 0.00039099360422064716 -0.0015792721431527291 -8.0983556367823605e-05
leaf_weight=0.0016715727847821374 0.0011825694173560322 0.0010800178182469563 0.0011458049593038311 0.0013243412421211067 0.0010659827596821714 0.0011269319839655179 0.0011877783039420092 0.0017630895671963687 0.0016864356619152865 0.0011185577987351536 0.0013553993045649689 0.0018206775426616861 0.0010029235521025193
leaf_count=259 488 176 79 82 25 148 266 299 309 97 325 475 93
internal_value=0 -8.06403e-05 1.46924e-05 0.000462898 0.000961001 0.00162897 -0.000175052 3.09205e-05 -0.000200197 0.00016719 -0.000143404 -0.000738456 -0.00105829
internal_weight=0 0.0168605 0.0156779 0.00466306 0.00351726 0.00245127 0.0110149 0.00893194 0.00716885 0.00548241 0.00436386 0.00317608 0.00208294
internal_count=3121 2862 2374 334 255 230 2040 1771 1472 1163 1066 800 269
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=14
num_cat=0
split_feature=0 0 16 3 47 43 12 156 16 0 4 4 2
split_gain=9.58366e-05 0.000225555 0.000347944 0.000165043 0.000246583 0.000147721 0.000209097 0.000133926 0.000183891 0.000164909 0.000185139 0.000321803 4.78156e-05
threshold=-0.062294999999999996 -0.10151999999999999 -0.071854999999999988 0.076840000000000006 0.094160000000000008 0.084740000000000024 0.080890000000000017 0.082605000000000026 -0.040964999999999994 -0.11756999999999999 0.27834500000000006 0.033845000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -2 8 9 10 11 -1 -8
right_child=3 2 -4 -5 -6 -7 12 -9 -10 -11 -12 -13 -14
leaf_value=0.00033163066020063122 0.0021074938870986391 0.00026890115105128275 -0.0027798486253107178 -0.00072702280584149349 0.0026300026365078154 -0.0010752831203418817 0.00063992982228631349 -0.0012740852896809653 0.0019458548187859834 0.0013095372622324306 0.00096467425938729344 -0.0024670264288590236 -0.00061221715970728187
leaf_weight=0.0016294393265487983 0.0012991037733297564 0.0013244811269713386 0.0014373470744369907 0.0018967606469486586 0.001034158731044954 0.0010823428078694519 0.0010175959953926395 0.0011134396099530264 0.0010909144810651306 0.0013915095075538453 0.0013043771346858968 0.001412259319483411 0.0012531138650191398
leaf_count=96 123 931 983 126 48 52 23 99 97 98 122 100 223
internal_value=0 -0.000261449 -0.00131777 0.000369097 0.000734725 0.000313412 0.000734454 0.000105889 0.000330905 2.38469e-05 -0.0003878 -0.000967785 -5.108e-05
internal_weight=0 0.0107038 0.00276183 0.00758308 0.00568632 0.00465216 0.00356981 0.00794194 0.0068285 0.00573759 0.00434608 0.0030417 0.00227071
internal_count=3121 2526 1914 595 469 421 369 612 513 416 318 196 246
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=14
num_cat=0
split_feature=376 4 0 43 3 0 16 156 16 0 150 4 2
split_gain=8.96411e-05 0.000172053 0.000152495 0.000252038 0.000223723 0.000192532 0.000303515 0.000107339 0.00015621 0.000135824 0.000157792 9.87615e-05 5.5222e-05
threshold=0.088470000000000007 -0.49405499999999997 -0.060129999999999996 -0.074359999999999996 -0.10831999999999999 -0.10151999999999999 -0.071854999999999988 0.082605000000000026 -0.040964999999999994 -0.11756999999999999 0.076925000000000007 0.26790000000000008 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 12 7 -7 8 9 10 11 -3 -5
right_child=-2 2 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0017199808955303585 0.0011998132954720742 -0.0018506514486408593 0.001784375258414569 0.00010669376369105888 -0.0013963210099295744 0.00022681382490164308 -0.0025124039556065239 -0.0011175346327185133 0.0017166994366858888 0.00112598440724427 0.00051417001279404706 -0.00015324619863341766 0.0014149747893990757
leaf_weight=0.0010119853768602019 0.0010003381961032334 0.0012865832828348189 0.0019448480863492046 0.0011255697978640455 0.0013348345911323748 0.0013274042919113023 0.0014288581592295808 0.0011029463224141445 0.0010687119651115991 0.0013711503754669785 0.0019107201420140996 0.0010665001145326869 0.0010711816200306146
leaf_count=153 64 103 157 23 148 928 994 96 95 96 105 100 59
internal_value=0 -7.05619e-05 3.35066e-05 0.00059204 -6.45804e-05 -0.000256071 -0.00119321 7.48021e-05 0.000270976 -3.21659e-06 -0.000366344 -0.00108133 0.000744639
internal_weight=0 0.0170513 0.0160393 0.00547643 0.00353159 0.0105629 0.00275626 0.00780661 0.00670367 0.00563495 0.0042638 0.00235308 0.00219675
internal_count=3121 3057 2904 387 230 2517 1922 595 499 404 308 203 82
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=28
num_cat=0
split_feature=31 457 457 151 4 11 151 15 133 133 0 159 4 1 3 1 15 15 3 2 16 16 15 3 3 16 0
split_gain=0.00113252 0.000540657 0.000770768 0.000535746 0.000776301 0.000891232 0.000600257 0.000839367 0.000517205 0.000528229 0.000486561 0.000446946 0.000440149 0.000403383 0.000433402 0.000421899 0.000403382 0.00039233 0.00037597 0.000360015 0.000254729 0.000593545 0.000487232 0.000545668 0.000501593 0.000249525 0.000227562
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.27559499999999998 0.24564500000000003 0.080455000000000013 -1.0000000180025095e-35 -0.095869999999999983 0.10622000000000002 0.097125000000000003 -0.15350499999999997 0.091530000000000014 0.10924000000000002 0.11230000000000001 -0.13309499999999996 0.10708500000000001 -0.090644999999999989 0.084050000000000014 -0.12711499999999995 0.092365000000000017 -0.071854999999999988 -0.091354999999999978 -0.016799999999999995 0.10542000000000001 0.083060000000000009 0.064860000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 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 16 -8 9 11 -6 12 17 15 -15 -12 -5 18 -9 -18 21 -20 24 25 -22 -24 -16
right_child=1 2 3 4 10 -7 7 8 -10 -11 13 -13 -14 14 26 -17 19 -19 20 -21 22 -23 23 -25 -26 -27 -28
leaf_value=0.0012193551081194516 0.00081906650255561628 -0.00086435862247955138 -0.00090990507745033545 0.00076385411053230055 0.000955748488263295 -0.0011694980229792406 -0.00092751536636485454 0.00059909129405865812 -0.0008149129383727803 0.00081619634482543908 0.00039143209928435753 -0.00075084652689842853 -0.00068041151587581376 -0.00015269395608583756 0.00031914058509892968 -0.00061054279409308322 -0.00046584087953108948 -0.00051239087882788659 -0.00021201217038145415 0.00050681718813778954 -5.9019464695251705e-05 0.0010158669160949343 0.00024857648680039245 0.00078066882493604893 -0.0011680270769571688 -0.0005498826587548068 0.0010879834462507658
leaf_weight=0.001079397544240023 0.0010377511346533188 0.001741362340707652 0.0010022325220830899 0.0019492969476502253 0.0015090105441322166 0.0011262555484314865 0.0018665898467284869 0.0022066335432882065 0.0012728250731097726 0.0010789854768278309 0.0010837354939781099 0.0012971095186817836 0.0012868628194038232 0.0011757673056465023 0.0010088273231829703 0.0014738506062457191 0.0011625267792023655 0.00151424879386275 0.0012174766464658759 0.0011012322144345887 0.0014960521637243937 0.0011262753912353327 0.0010905599642514526 0.0014209974727847907 0.0010188403188493567 0.0012464295572200967 0.0013215672563946512
leaf_count=86 37 212 71 78 77 130 180 35 363 38 56 134 31 37 31 27 103 652 112 64 247 79 51 25 25 33 107
internal_value=0 -4.80122e-05 -7.38722e-05 -3.22277e-05 -4.78366e-06 -0.000110305 -5.92232e-05 -0.00015092 -6.6999e-05 -7.50303e-06 0.000336319 -6.70654e-05 -1.96602e-06 0.000182169 0.000450712 -0.000185972 0.000357353 6.87991e-05 0.000150112 7.32009e-06 3.51324e-05 0.000378037 -9.29881e-05 0.000184946 -0.000508304 -0.00017728 0.000755152
internal_weight=0 0.0358333 0.0347956 0.0330542 0.032052 0.0244792 0.0233529 0.0191399 0.0172733 0.0160005 0.00757276 0.0149215 0.0136244 0.00606375 0.00350616 0.00255759 0.00421306 0.0123375 0.0108233 0.00226376 0.00861663 0.00234375 0.00627288 0.00375799 0.00251489 0.00233699 0.00233039
internal_count=3121 3035 2998 2786 2715 2380 2250 2005 1825 1462 335 1424 1290 258 175 83 245 1259 607 167 572 191 381 109 272 84 138
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=13
num_cat=0
split_feature=41 2 484 3 1 0 4 2 16 0 52 51
split_gain=9.09032e-05 9.1999e-05 0.000108322 0.000133138 0.000124425 0.000163725 0.00015286 0.000132765 0.000121233 0.000116683 0.000195612 5.8439e-05
threshold=0.079885000000000025 -0.0091949999999999983 -0.0068949999999999992 -0.12018999999999998 0.12811000000000003 -0.10607499999999999 -0.055319999999999994 0.097845000000000015 0.0057500000000000008 -0.15202999999999997 -0.066844999999999988 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 9 7 -7 -4 10 -5 -6
right_child=-2 2 3 4 11 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0010839740495931752 -0.0012353753239760425 -0.0014403668997858504 2.150655254316927e-05 -0.0014888288129518534 0.00013420086802710062 -0.001265885807033679 -0.0019504723302564047 0.00085305000520386777 0.0020455257415737281 0.0010642835166422217 0.00076055967955882876 0.0016471983648322923
leaf_weight=0.0017126289370051886 0.0011581393504709317 0.0010502495374854768 0.0012199899754286028 0.0015674373874361436 0.0010855710390460516 0.0012662722171956917 0.0019383779664380891 0.0011889181858764086 0.0012347888040196153 0.0019944674774801116 0.0016410593523321637 0.0010332640771375514
leaf_count=159 133 486 87 48 48 814 750 105 104 168 100 119
internal_value=0 8.33319e-05 -2.92624e-05 7.53246e-05 -0.000126728 -0.000347245 -0.000994522 -0.000239798 0.00103962 0.00019934 -0.000338327 0.000872024
internal_weight=0 0.016933 0.0152204 0.0141701 0.0117154 0.00959653 0.00439357 0.00245519 0.00245478 0.00520296 0.0032085 0.00211884
internal_count=3121 2988 2829 2343 2152 1985 1669 919 191 316 148 167
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=31 151 1348 1373 146 4 11 50 403 0 0 376 51 4 1 2 0 42 47 2 15 16 1374 4 13 1 16 15 0 43
split_gain=0.00138328 0.000898484 0.00112776 0.000838377 0.000860509 0.000949055 0.00128639 0.000866643 0.000826097 0.000822038 0.0013482 0.000855245 0.000774552 0.000722699 0.000584191 0.000808247 0.000576011 0.000983058 0.000605447 0.00062115 0.000548316 0.000792187 0.000945448 0.000878153 0.000679821 0.00062132 0.000468555 0.000359134 0.000768473 0.00037671
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.099250000000000019 0.12035500000000002 0.27287000000000006 0.080455000000000013 0.11564500000000001 -0.088999999999999982 -0.061629999999999997 -0.10607499999999999 0.11430500000000002 0.12547500000000003 -0.033174999999999989 0.11230000000000001 -0.15339499999999998 -0.053834999999999994 0.090835000000000013 0.085270000000000026 0.11293500000000002 -0.13578499999999996 -0.27167499999999994 -0.094929999999999987 -0.033174999999999989 -0.087324999999999986 0.086105000000000015 -0.54165499999999989 0.024640000000000006 0.024095000000000002 -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=-1 -2 3 4 5 6 8 14 -3 10 20 16 13 -12 15 -7 -11 18 19 27 -10 24 -23 -24 -22 -25 -17 28 -18 -30
right_child=1 2 -4 -5 -6 7 -8 -9 9 11 12 -13 -14 -15 -16 26 17 -19 -20 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.001373319965248656 -0.0013351822951512646 -0.0011660916732281752 0.0013316933960877736 -0.0012579664615777037 -0.0012834823641527137 -0.00070800638460097017 -0.0013729275024855741 -0.00073943705714233309 -0.00071026996574621208 0.0010658678495148682 -0.00020591799870747321 -0.00080263366354694772 0.00037821347934840924 -0.0012582014423874711 0.001106599795640653 0.0013730638664773728 0.0011953925747202789 -0.0006399821557881378 0.0010089335655760036 0.00098144315020452073 0.00020852006474253231 -0.00067804760776775787 -0.00031575204839873422 -3.8313098943365508e-05 -0.0013730029515530439 0.0010021739985911094 0.00019335162138615973 -0.00069142081177933905 0.0005113429521509421 -0.00047694936977535726
leaf_weight=0.001323094600533369 0.001003169685775517 0.0011822980478408676 0.0011318203318424471 0.0010673513014047833 0.0010045185008493709 0.0011076868668169482 0.0014145610520088772 0.0010048712278489802 0.0014940045616498318 0.001837167722838374 0.0018655423765117007 0.0013294526061145015 0.0010681239285530442 0.0036114691587989592 0.0027789064539049946 0.0010998152977776954 0.0010585937404812354 0.0019876436603762935 0.0024541858715139142 0.0015585160963524913 0.0010015796668270127 0.0014543288500590288 0.0018144239153983248 0.0013931835663356556 0.0010485691879900125 0.0048375735119634555 0.0014999437537426266 0.0011273464614447448 0.0010866768477129111 0.0021957763992546094
leaf_count=86 47 388 33 23 4 7 134 18 57 37 691 12 71 708 191 27 13 93 40 28 40 18 52 28 28 100 40 27 20 60
internal_value=0 -4.94283e-05 -2.22831e-05 -5.53216e-05 -2.69955e-05 1.4879e-06 -8.91352e-05 0.000446921 -3.78451e-05 1.13101e-06 -0.000182778 0.000247286 -0.00069122 -0.00089978 0.000630712 0.000274012 0.000352188 0.000237864 0.000421899 0.000216873 7.23505e-05 0.000173586 0.000340618 0.000524762 -0.000600366 0.000769523 0.000692423 -1.03236e-06 0.000178258 -0.000149769
internal_weight=0 0.0485191 0.0475159 0.0463841 0.0453168 0.0443122 0.036821 0.00749122 0.0354065 0.0342242 0.0195888 0.0146354 0.00654514 0.00547701 0.00648635 0.00370745 0.0133059 0.0114687 0.0094811 0.00702691 0.0130437 0.0115497 0.00949951 0.00804518 0.00205015 0.00623076 0.00259976 0.00546839 0.00434105 0.00328245
internal_count=3121 3035 2988 2955 2932 2928 2645 283 2511 2123 1793 330 1470 1399 265 74 318 281 188 148 323 266 198 180 68 128 67 120 93 80
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=31 151 1348 1456 151 403 1374 1374 1375 34 403 11 480 14 13 156 2 1 2 4 1429 42 15 3 15 12 3 3 15 43
split_gain=0.00124612 0.000833644 0.000995252 0.000981159 0.00086711 0.000812415 0.000771391 0.000689199 0.000897376 0.00068048 0.000615657 0.000654845 0.000544357 0.00052741 0.000555358 0.000490989 0.000527925 0.000666627 0.00127978 0.00145023 0.000542271 0.000585638 0.00102057 0.000488408 0.000467778 0.000971965 0.000684114 0.00045823 0.000439082 0.000511133
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 -0.15599999999999997 -0.088999999999999982 0.093235000000000012 -0.094929999999999987 -0.068444999999999992 -0.021334999999999996 0.10057000000000001 0.10177000000000001 0.08598500000000002 0.076175000000000007 -0.53104499999999988 0.11659000000000001 0.097845000000000015 0.10439500000000002 0.10097500000000002 -0.37944499999999992 0.084545000000000009 0.081660000000000024 0.079055000000000014 -0.086274999999999977 -0.033689999999999991 0.051320000000000005 -0.097174999999999984 0.090900000000000009 0.082685000000000022 -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 -2 3 -3 -5 -6 7 -7 -9 -10 11 12 13 14 -11 16 20 18 -18 -20 21 22 24 -21 26 -26 -16 -28 29 -23
right_child=1 2 -4 4 5 6 -8 8 9 10 -12 -13 -14 -15 15 -17 17 -19 19 23 -22 28 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0011490145006342247 -0.0010292979133257655 -0.00094179473041987967 0.0011014190530285958 0.00094839100968892613 -0.00088702873549892629 -0.00067504598212410696 -0.00096186074754081499 0.00092971067540260574 -0.0008221922587378801 -0.00050959775298441883 -0.00082842526673300454 -0.00077755767648855713 -0.00063352611510948253 -0.00048860507779828781 0.00053187630753834465 -0.00057749842110934408 0.0010565790884146311 0.00075607755524101101 0.0007299247979954454 3.2909952110460791e-05 0.00087097023629852273 -0.00035239224232012017 -0.0011215083815619114 -0.00081136126542234732 0.0007840940019144953 -0.00048306070457625075 -0.00095273239523548266 -4.7947923321084297e-05 0.00079024599255158679 0.00050649825038987558
leaf_weight=0.0011766545656630703 0.0011149959558363056 0.0015691389841556705 0.0010140209051385787 0.0011936399985899007 0.0014579596439832079 0.0018373606030195324 0.0011031063726250059 0.0014560132891485713 0.0012520112701324129 0.0015407441122192644 0.0010460071556979136 0.0011717956038346236 0.0012953737692966696 0.0017396567654834874 0.0010554468672596684 0.001036389867139941 0.0017588206524283834 0.0045250763815376516 0.0019969460681465989 0.0014892675553426216 0.0010785354242921494 0.0017578904427240083 0.001245293391598068 0.0023016653041247892 0.002154241466911351 0.0012695734881447152 0.0016360604792751143 0.0013466508386610343 0.0017768006165621575 0.0019054218190170955
leaf_count=86 64 287 33 44 401 36 39 46 37 29 206 40 170 54 22 97 36 236 32 27 50 152 239 167 32 53 101 22 192 91
internal_value=0 -4.78226e-05 -2.40382e-05 -4.94008e-05 -1.71566e-05 -4.44454e-05 -1.43187e-05 1.20277e-05 4.53931e-05 1.00003e-05 3.96611e-05 6.63037e-05 9.63504e-05 0.000126256 0.000162061 0.000198584 0.000228049 0.000407462 0.000198429 -6.23458e-05 8.58022e-05 2.59444e-05 -0.000158797 -0.000479689 1.86506e-06 0.000314225 -0.000262974 -0.000544235 0.000321636 9.43479e-05
internal_weight=0 0.0471259 0.0460109 0.0449969 0.0434277 0.0422341 0.0407761 0.039673 0.0378357 0.0363797 0.0351277 0.0340817 0.0329099 0.0316145 0.0298748 0.0283341 0.0272977 0.0120718 0.0075467 0.00578788 0.0152259 0.0141474 0.00870727 0.00379093 0.00746197 0.00342381 0.00403816 0.00298271 0.00544011 0.00366331
internal_count=3121 3035 2971 2938 2651 2607 2206 2167 2131 2085 2048 1842 1802 1632 1578 1549 1452 498 262 226 954 904 469 194 230 85 145 123 435 243
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=31 156 146 10 151 34 4 11 14 1213 1374 1456 0 1374 133 0 0 52 150 0 16 42 2 43 16 3 150 2 0 16
split_gain=0.00134289 0.000952003 0.00087326 0.000915235 0.000788203 0.00080346 0.00111636 0.000949977 0.000679732 0.000659991 0.000705103 0.000763352 0.000971715 0.000759334 0.000747959 0.000850415 0.000763555 0.000848649 0.00081295 0.000824229 0.000565876 0.00048821 0.000472208 0.000438216 0.000572326 0.000737939 0.000378068 0.000328069 0.000305646 0.000274384
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12035500000000002 0.083760000000000015 -0.40381499999999992 -1.0000000180025095e-35 0.27287000000000006 0.080455000000000013 -0.46885499999999997 -0.080769999999999995 -0.094929999999999987 -1.0000000180025095e-35 -0.23091999999999999 0.084595000000000017 0.10622000000000002 -0.060129999999999996 -0.10607499999999999 0.083680000000000018 0.081835000000000019 -0.11756999999999999 -0.014754999999999999 -0.088934999999999986 0.09167500000000002 -0.074359999999999996 -0.27167499999999994 0.10732000000000001 0.12155000000000001 0.113445 -0.14116499999999996 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 9 -8 -7 26 -12 -13 14 15 16 18 22 19 20 27 -17 -18 -23 -25 -26 -11 28 -14 -10
right_child=1 2 -4 -5 5 6 8 -9 29 10 11 12 13 -15 -16 21 17 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.001268699019047838 -0.0012683988198418155 -0.0010992113567774911 -0.0011883616041320395 0.00091731628338394299 -0.00097149077586244795 -0.00099115086462863529 -0.00030321159022623438 -0.0012683654457741986 0.0012684945601486549 -0.0012645794900864908 -0.00093433613798752854 0.0011534070052936171 4.6897773473465976e-05 -0.0010256162500415756 -0.00070388985028088647 -0.00015361366914768559 -0.0012660644627493572 0.00014775584649281748 0.0008457250581852887 0.0006774259924409976 0.00043159508782801299 0.00088904897020566996 -0.00019822106276409768 0.0011367767665908103 -0.00030198671714338717 0.00080294824649946694 -0.00017972925794479524 -0.0011195297706497413 -0.00084846953930154713 0.0005724662193808621
leaf_weight=0.0012616055611118773 0.0010214663183565334 0.0010999388030903381 0.0010234976034553247 0.0016712384114265779 0.0013560638469556343 0.0011057136846823737 0.001197639125450678 0.0010232138694945539 0.0012814579543416471 0.0010127563205770676 0.0012054902677945947 0.0013329474994634325 0.0015359369814547108 0.0010266570110619702 0.0017979267924321798 0.0020034102134118834 0.0019259716403376955 0.0021762774531235429 0.0021279353471328477 0.0018170535227657221 0.0012120342153849606 0.0034898168587176323 0.0010183807964860847 0.0010726197764370235 0.0026799690431929205 0.0015258935663382545 0.0010551192211778471 0.0011781424068431079 0.0010209605510027586 0.0031522302585709197
leaf_count=86 163 64 4 45 32 320 29 107 44 25 215 18 46 59 334 27 427 369 66 30 33 61 157 13 84 31 15 15 24 178
internal_value=0 -5.75978e-05 -3.01905e-05 -3.31268e-06 -3.95732e-05 -1.13736e-05 2.11959e-05 -6.46284e-05 0.000544619 -2.76644e-05 5.40502e-06 5.45476e-05 9.57367e-05 4.46729e-05 8.60094e-05 0.000143311 -6.26734e-05 -0.000452818 0.000161997 -5.30978e-05 -0.000321418 0.000411271 -0.000896723 0.000540338 0.000309791 9.88854e-05 -0.000711042 -0.000565774 -0.000310619 0.000773638
internal_weight=0 0.0461478 0.0451263 0.0441028 0.0424316 0.0413316 0.0399756 0.0343442 0.00563133 0.033321 0.0322153 0.0301474 0.0289419 0.027609 0.0265823 0.0247844 0.0140127 0.00512063 0.00889206 0.00676413 0.00494707 0.0107717 0.00294435 0.0087683 0.00527848 0.00420586 0.00206788 0.00373504 0.0025569 0.00443369
internal_count=3121 3035 2872 2868 2823 2759 2727 2476 251 2369 2049 2009 1794 1776 1717 1383 1167 953 214 148 118 216 584 189 128 115 40 85 70 222
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=31 151 1348 1456 1374 34 16 403 375 1429 484 1213 133 475 1374 394 158 453 160 47 42 133 376 42 1375 49 1 0 47 1
split_gain=0.00165732 0.00091797 0.00111768 0.00121812 0.000976385 0.00083751 0.000852414 0.000977232 0.000723257 0.000693007 0.000822866 0.00115483 0.000944102 0.000853314 0.000825976 0.00065038 0.000621711 0.000618784 0.000652555 0.000736235 0.000857916 0.00101362 0.000716872 0.000713804 0.00074149 0.000612556 0.000672203 0.000914907 0.00100237 0.000858794
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.093235000000000012 -0.021334999999999996 -0.54165499999999989 -0.088999999999999982 0.087005000000000013 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -0.25159999999999993 -0.082014999999999991 -0.094929999999999987 -0.078674999999999981 0.090905000000000014 1.0000000180025095e-35 -0.22361499999999998 0.10783500000000001 -0.089234999999999995 0.10622000000000002 1.0000000180025095e-35 0.09832500000000001 -1.0000000180025095e-35 -0.088694999999999982 0.13075500000000004 0.089620000000000019 0.086380000000000012 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 -3 5 -5 -7 -8 9 -9 11 -11 -13 -14 -15 -16 17 18 -17 20 -20 22 23 24 -22 -26 27 28 -27 -28
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12 12 13 14 15 16 -18 -19 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.0011722550953277813 -0.0011352467243894953 -0.00098373009898898079 0.0011167550545007465 -0.0008287619687250248 -0.00094155672337015921 0.00095924668544664549 -0.00092540958788521054 -0.0007643062758743033 -0.00093384925636558625 -0.0011717933500299588 0.00061367684298729397 -0.0010315955426793595 -0.0008024521725694797 -0.00056490375382251175 -0.00071717687797319928 -0.00036907798302998694 -0.00060716699380229211 -0.00061047208874334452 -0.00057534702553443332 0.00079074674063133073 0.0010869680612636693 -0.00073622130913591013 0.0011720223539941879 0.0009977911404642078 -0.00034756489242742321 0.00075421872902078056 -0.00087582030096467183 -0.00026259235367243305 -0.00039080650571119427 0.00045602328699061515
leaf_weight=0.0015675555019942769 0.0010490658328858862 0.0018639297457125883 0.0011449244712835585 0.0015820609164549628 0.0015274767936865876 0.001339631583171289 0.001480605203084461 0.0013398935473496456 0.0010182009042765108 0.0010497942064939805 0.0037738187240066159 0.0010302775679722478 0.0013660623202635938 0.0021322495751974193 0.0010549752973165729 0.0019636672737197705 0.0012055120627447726 0.0011035550429574483 0.0016099441917725157 0.0040581048631374008 0.0013023683609767458 0.0011980547335079797 0.0014324254715782905 0.0018798605871950249 0.0026436172112909119 0.0070386795175434551 0.0014245840882125558 0.0022272817835329315 0.0012336343290790808 0.0012461802784713427
leaf_count=86 47 287 33 37 44 50 397 129 34 367 176 154 164 25 78 129 77 45 78 58 27 46 42 61 61 275 14 23 36 41
internal_value=0 -4.98126e-05 -2.84373e-05 -5.35907e-05 -1.90975e-05 9.81465e-06 3.79503e-05 1.10106e-05 4.22847e-05 6.52309e-05 9.17109e-05 4.01465e-05 7.43928e-05 0.000105939 0.000141644 0.000187825 0.00021807 0.000250836 0.000283322 0.000330258 0.000249837 0.000311266 0.000372696 0.000312423 0.00023715 0.000167162 0.000270481 0.000403989 0.000583463 -0.000254381
internal_weight=0 0.0543204 0.0532714 0.0521264 0.0502625 0.048735 0.047153 0.0458133 0.0443327 0.0433145 0.0419746 0.0382008 0.037151 0.0361208 0.0347547 0.0326224 0.0315675 0.030362 0.0292584 0.0272947 0.0232366 0.0216267 0.0204286 0.0189962 0.0171163 0.015814 0.0131704 0.0104996 0.00827231 0.00267076
internal_count=3121 3035 2988 2955 2668 2624 2587 2537 2140 2106 1977 1801 1434 1280 1116 1091 1013 936 891 762 704 626 580 538 477 450 389 334 311 55
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=17
num_cat=0
split_feature=42 376 133 43 16 3 3 48 13 12 48 2 457 2 4 0
split_gain=8.85466e-05 0.000195526 0.000146677 0.000163858 0.000217326 0.000195413 0.000203232 0.00017702 0.000233567 0.000234316 0.000139623 0.000266656 0.000172384 0.000296552 8.44719e-05 3.94186e-05
threshold=-0.12995999999999999 1.0000000180025095e-35 0.09389500000000002 -0.070064999999999975 0.22339500000000004 -0.075944999999999985 -0.10023499999999998 -0.032929999999999994 -0.10664 0.086850000000000024 0.11951500000000001 0.10497000000000002 0.082380000000000009 0.080205000000000012 0.033845000000000007 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 6 15 -5 14 10 11 12 13 -10 -9 -2
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011112923121494238 0.00036476749462844909 0.0017076842025753349 -0.0016399986683753682 0.0013228443949262962 -0.0020061576873939778 0.0021590362656354312 -0.0013028101363564569 0.0018551016528903083 0.00018535353284678072 -0.0025668811721592374 -0.0016976841862612799 0.0017069776088698212 0.00079266610132699403 -0.0029814352385141305 0.00013707531410968047 0.0015471831295089168
leaf_weight=0.0012454821651154959 0.0010148261266023084 0.0012519430081696639 0.00100469556858268 0.0015249495497933205 0.001133427537183763 0.0012849908228377274 0.0011127587032154773 0.0010349736703802997 0.0011461765058706792 0.0010060311625495477 0.0010852415213093991 0.0012434199168289695 0.0010560607205094552 0.001037304902882924 0.0010736757242466588 0.0010629541543352161
leaf_count=151 87 161 488 98 203 174 591 83 63 498 36 62 31 241 106 48
internal_value=0 7.16427e-05 -5.01201e-05 5.08703e-05 -0.000223501 0.000746144 0.000177101 -2.55636e-05 -0.000262381 -0.000660971 -0.000316622 1.77079e-05 -0.000630677 -0.00131909 0.000980322 0.00096967
internal_weight=0 0.0180734 0.0168215 0.0158168 0.0113413 0.00447553 0.00319054 0.0102078 0.00868288 0.00657423 0.0055682 0.00448296 0.00323954 0.00218348 0.00210865 0.00207778
internal_count=3121 2970 2809 2321 1421 900 726 1218 1120 931 433 397 335 304 189 135
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=15
num_cat=0
split_feature=42 12 40 50 48 2 159 43 42 4 16 0 4 2
split_gain=8.14467e-05 0.000271952 0.000134558 0.000197398 0.000260169 0.000218425 0.000151197 0.000162126 0.000256202 0.000176514 0.000177157 0.000154615 0.000136602 0.000141479
threshold=-1.0000000180025095e-35 0.051320000000000005 -0.0067649999999999993 0.10114000000000002 0.12230500000000001 0.11548000000000001 0.091530000000000014 -0.074359999999999996 0.075730000000000006 0.053180000000000012 -0.5315899999999999 -0.060129999999999996 -0.0016099999999999997 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 11 9 12 -11 -4 13 -9
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.00038242877023783101 0.0013253252006201247 -0.0025758894956161306 0.00014691855536912496 -0.0019691373105484547 -0.0020916060699201207 0.0018855040871042013 -0.0015208752698436551 0.0011302005310612094 -0.002112533566365832 -7.2906394742285405e-05 0.002458608864018092 0.0023106975861368236 -0.0016645218429544451 -0.0010333059704041795
leaf_weight=0.001713017301912422 0.0017114319806080793 0.0010329643341976669 0.0014174073965707024 0.0010075652295157287 0.0010202647949633112 0.0015749637426996097 0.0011105896733026874 0.0015040428328312316 0.0011177599484309964 0.0010939698909027129 0.0012043322491352981 0.0013249656698377556 0.0011397666956582918 0.0010746202405762517
leaf_count=133 265 729 401 293 45 203 171 71 512 35 43 44 60 116
internal_value=0 -0.000730411 0.000117335 -2.43618e-05 0.000119902 0.000299511 7.21715e-05 0.000251299 -0.00011042 0.000261523 0.00125363 0.00119234 -0.000351683 0.000228591
internal_weight=0 0.00274598 0.0163017 0.0145902 0.0135827 0.0125624 0.0109875 0.00987686 0.00713449 0.00601673 0.0022983 0.00274237 0.00371843 0.00257866
internal_count=3121 862 2259 1994 1701 1656 1453 1282 837 325 78 445 247 187
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=16
num_cat=0
split_feature=1 12 12 51 13 4 16 3 12 151 16 3 1 1 2
split_gain=8.81881e-05 0.000198882 0.000187613 0.000180314 0.000177585 0.000174264 0.000160136 0.000232501 0.000141139 0.000123623 0.000183758 0.000173286 0.000108359 0.000102623 2.0505e-05
threshold=0.098700000000000024 0.098810000000000023 0.09320500000000001 0.087505000000000013 -0.036034999999999991 -0.072334999999999997 0.0039400000000000008 -1.0000000180025095e-35 -0.064509999999999984 -0.083274999999999988 -0.072804999999999981 0.10893000000000001 0.12577000000000002 0.11955000000000002 0.090790000000000023
decision_type=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 -2 -10 13 12 -12 14 -11
right_child=8 -3 -4 -5 6 -7 -8 -9 9 10 11 -13 -14 -15 -16
leaf_value=0.00017909992568879892 0.001812804820375414 -0.0020905961229615699 0.0016391135097562669 -0.0019049005213778597 -0.0016313340020825235 -0.0023409577928277595 0.0014779350056226565 0.00088242559111887991 -0.0012066714007050463 0.0011657546471627392 -0.00055920226460922469 -0.0015547825691140751 0.001397993575317892 0.00012078074179648629 0.0020101817287447635
leaf_weight=0.0010006675567984244 0.0010069894312376712 0.0010118602630214977 0.0010298014253863064 0.0011170996868087313 0.0011872905344270102 0.0010206553335193602 0.0016960096850209272 0.0015780002766003767 0.001130991521421266 0.0010139795412102979 0.0010605055867696205 0.0013882728496934504 0.001023689189594279 0.0014341400309638708 0.001108288595306206
leaf_count=335 258 316 286 177 416 573 127 69 74 41 192 60 32 84 81
internal_value=0 -0.000290756 -7.97149e-05 -0.000312625 -3.82405e-05 -0.00109339 0.000439825 -0.000196869 0.000297101 0.000110051 0.000321921 -0.000380245 0.000402109 0.00100751 0.00160673
internal_weight=0 0.00964138 0.00862952 0.00759972 0.00648262 0.00202132 0.0044613 0.00276529 0.00916686 0.00815987 0.00702888 0.00347247 0.00208419 0.00355641 0.00212227
internal_count=3121 2299 1983 1697 1520 908 612 485 822 564 490 284 224 206 122
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=31 151 1348 1456 34 16 1213 457 457 1456 4 11 1 13 13 49 403 49 151 49 16 16 16 43 13 0 151 0 3 1
split_gain=0.00121338 0.000917664 0.00101434 0.000901533 0.000812727 0.00107212 0.000746724 0.000694046 0.00119555 0.000795741 0.000701253 0.00113382 0.000840132 0.00071613 0.000813671 0.00094303 0.000795544 0.000613796 0.000579585 0.000865267 0.000957903 0.00137174 0.000857503 0.00101903 0.000661184 0.000887174 0.000606661 0.000487967 0.000478548 0.000497154
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 -0.021334999999999996 -0.54165499999999989 -0.080769999999999995 -0.23069499999999998 -0.0029299999999999994 1.0000000180025095e-35 0.42051500000000003 0.080455000000000013 0.111945 -0.53104499999999988 -0.47860499999999995 0.065470000000000014 0.088465000000000002 -0.24167999999999998 0.056735000000000001 -0.047584999999999995 -0.0034149999999999996 0.15273500000000004 -0.15241499999999997 -0.08287499999999999 0.24813000000000004 -0.053834999999999994 -0.090369999999999992 -0.11756999999999999 -0.12711499999999995 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=-1 -2 3 -3 -5 -6 -7 -8 -9 10 11 13 -12 -10 -15 16 17 -16 19 26 22 -22 27 -24 25 -23 -19 -21 -17 -30
right_child=1 2 -4 4 5 6 7 8 9 -11 12 -13 -14 14 15 28 -18 18 -20 20 21 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012686128885663033 -0.0012278334690939503 -0.00095863828687374345 0.0012143222374236707 -0.00092007186774249261 0.0010920140129754739 -0.0010169016042213034 0.0010170172363971369 -0.00086409382568561745 -0.00081745977601420513 -0.00098534698965378081 -0.00027264228689790953 -0.0010622969030989705 0.001147487691581496 0.0008918681115673055 -0.00085806393911630886 0.0012379453935607216 -0.0011479087886949943 -0.00028038596266102432 -0.00044892738176164146 -0.00037250276716528131 0.0010698003683030342 0.00045108469060736706 0.00022690542373774073 -0.0011644418647033423 0.00049671818095387943 -0.00087478285681023035 0.00081876723591602367 0.0005376723571415506 -0.00036108539561611059 0.0007890112190169239
leaf_weight=0.0011357459414056406 0.0010542984536634483 0.0017260740492042173 0.0010285916516679086 0.0015785714881602067 0.0014158104578640964 0.0011979560351744736 0.0010495498311264831 0.0025769693680128816 0.0014377571035311112 0.0012090302726948101 0.0010276814119833935 0.0015179465628740721 0.0019259046151964831 0.0019483379215330379 0.0012609473472764412 0.0013609482264200778 0.0010014391993919949 0.0010180971769919722 0.0032465271541752818 0.0018322975734150759 0.0025007426450720689 0.0012702298671296575 0.0012147722118100975 0.0027952779078597185 0.0021473835715823952 0.0022495209159458796 0.0039097770777711807 0.0019622709299014045 0.00104912169809701 0.0014269734429035452
leaf_count=86 47 287 33 37 50 294 29 183 15 194 15 126 142 18 28 13 82 24 62 27 92 46 127 548 8 71 115 30 262 30
internal_value=0 -5.6866e-05 -3.21188e-05 -5.83598e-05 -2.53895e-05 5.61415e-06 -2.92346e-05 -1.68e-06 -2.72034e-05 2.76548e-05 5.97972e-05 9.92156e-06 0.000653363 5.83145e-05 9.7425e-05 4.62504e-05 -3.91132e-05 4.58954e-06 4.96372e-05 0.000127081 -1.62591e-05 0.000287355 -0.000334004 -0.000742958 -5.79158e-05 -0.000396295 0.000591683 9.81727e-05 0.000633784 0.000301715
internal_weight=0 0.0509408 0.0498865 0.0488579 0.0471318 0.0455533 0.0441375 0.0429395 0.04189 0.039313 0.038104 0.0351504 0.00295359 0.0336324 0.0321947 0.0302463 0.0264093 0.0254078 0.0241469 0.0209004 0.0159725 0.00816788 0.00780462 0.00401005 0.00566713 0.00351975 0.00492787 0.00379457 0.00383704 0.0024761
internal_count=3121 3035 2988 2955 2668 2631 2581 2287 2258 2075 1881 1724 157 1598 1583 1565 1260 1178 1150 1088 949 217 732 675 125 117 139 57 305 292
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=31 457 457 1213 160 34 1374 150 484 13 151 48 129 133 13 1132 1 12 4 49 42 4 1 3 2 2 12 0 42 13
split_gain=0.00120641 0.000631722 0.000681737 0.000645942 0.000639077 0.000644902 0.000580409 0.000913715 0.00116927 0.000737245 0.000665437 0.000658707 0.00064138 0.000615796 0.000849445 0.000588821 0.000615654 0.0010606 0.000558444 0.000360798 0.000618902 0.000345233 0.00105284 0.000393394 0.000660661 0.000386216 0.000287857 0.00018296 0.000309599 0.000168446
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.40698999999999991 -0.021334999999999996 -0.094929999999999987 0.094365000000000018 -0.0068949999999999992 -0.53104499999999988 0.099460000000000007 -0.07095499999999999 0.085790000000000019 0.10622000000000002 -0.47860499999999995 -1.0000000180025095e-35 0.12811000000000003 0.11650500000000001 -0.49013999999999996 -0.087004999999999985 0.091625000000000012 -0.083854999999999985 1.0000000180025095e-35 -0.095524999999999985 0.073895000000000002 0.11215000000000001 0.10345000000000001 0.14486500000000005 0.083995000000000014 -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 -3 -4 -5 -6 -7 8 -8 -10 29 -11 13 14 -13 -16 17 18 -17 -20 21 27 -23 -24 -25 -26 -18 28 -21 -9
right_child=1 2 3 4 5 6 7 10 9 11 -12 12 -14 -15 15 16 26 -19 19 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.001428740966434592 0.0009180221127601544 -0.00091522163735312191 -0.0011120687466982593 -0.00090493165880148026 -0.0010405716509005473 -0.00073040277374188285 -0.0010258432953238542 0.00067318825085938407 -0.00093589094600768623 -0.00085221145130556992 -0.00010847311774994242 0.0013287209634611752 -0.00082218692986071472 -0.00069209566834729265 -0.00080090808606918154 -0.00046347742200930229 0.0005319651587366792 -0.0011062150312373135 -0.00026848704492082718 0.00023888488464646727 -0.00056135439249106419 -0.00061086984522441107 0.0014005203800461603 -0.00029324810057400352 0.0013010362926173748 0.00025455682407219662 0.0014287064097280382 0.0014286079974722328 0.0012561673382502946 0.0014008189608051484
leaf_weight=0.0011401869334970441 0.0013061979715125452 0.0019500918971449002 0.0011347965796453243 0.0015906956958753318 0.0011339352226613633 0.0018273483653530312 0.0020721143336881456 0.0010401343741328617 0.0013671686063503321 0.001297545012882039 0.0013100249289124122 0.0015258878969053235 0.00121122387200323 0.0013535794801167169 0.0010826967651800237 0.0018474448581997501 0.00199580396706489 0.0012280717863837323 0.0015767613720640864 0.0012989306960271441 0.0011021736064185115 0.0016699273089418095 0.001213234647039485 0.0014893813173930681 0.0017553899336260059 0.0012192049458175092 0.0011517224909169954 0.0010537561695400655 0.0011513120855397574 0.0017263653846413254
leaf_count=86 37 212 321 202 37 50 380 67 28 58 31 25 156 283 16 101 63 43 46 116 147 288 31 127 41 33 32 8 10 46
internal_value=0 -5.99728e-05 -9.08465e-05 -5.00719e-05 -1.85991e-05 1.98162e-05 5.36229e-05 9.60857e-05 8.95008e-06 8.66636e-05 0.000730139 0.000139974 0.000191622 0.0002434 0.000300027 0.000224692 0.000280906 0.000171123 0.000273134 0.000373713 0.000458426 0.000562007 0.000386065 0.00067931 0.000483297 0.000872113 0.000860095 0.000930919 0.000716882 0.00112725
internal_weight=0 0.0426829 0.0413767 0.0394266 0.0382918 0.0367011 0.0355672 0.0337399 0.0296633 0.0275912 0.00407652 0.026224 0.0249265 0.0237153 0.0223617 0.0208358 0.0197531 0.0166056 0.0153775 0.0135301 0.0119533 0.0108511 0.00734714 0.00567721 0.00446398 0.00297459 0.00314753 0.003504 0.00245024 0.0027665
internal_count=3121 3035 2998 2786 2465 2263 2226 2176 2032 1652 144 1624 1566 1410 1127 1102 1086 991 948 847 801 654 520 232 201 74 95 134 126 113
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=31 151 146 4 50 1374 11 1213 1 1 1456 51 13 0 0 4 16 160 133 1374 51 4 133 42 0 376 4 43 16 51
split_gain=0.00120351 0.00107029 0.000882189 0.00111786 0.0010368 0.000930019 0.000956459 0.000916298 0.000798488 0.000900772 0.00071235 0.000808561 0.000850681 0.000874406 0.00147885 0.00106885 0.000756436 0.00101229 0.00074277 0.000669559 0.000746726 0.00122642 0.000652895 0.000705845 0.000625564 0.000500583 0.000821906 0.000390474 0.000366247 0.000312841
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.12035500000000002 0.27287000000000006 0.11875500000000001 0.093235000000000012 0.080455000000000013 -0.080769999999999995 0.11230000000000001 0.10708500000000001 -1.0000000180025095e-35 0.12547500000000003 -0.53104499999999988 -0.060129999999999996 -0.10607499999999999 -0.029144999999999997 -0.014754999999999999 -1.0000000180025095e-35 0.083950000000000011 -0.094929999999999987 0.081440000000000026 0.181285 0.11269500000000002 -0.39990999999999993 -0.11756999999999999 0.091135000000000008 -0.49405499999999997 0.084740000000000024 -0.062804999999999986 -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=-1 -2 3 5 8 6 7 -3 9 -5 -9 12 -12 14 16 18 17 -14 -16 -19 21 -21 23 -15 -23 26 -25 -28 -13 -18
right_child=1 2 -4 4 -6 -7 -8 10 -10 -11 11 28 13 22 15 -17 29 19 -20 20 -22 24 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0014006453275889486 -0.0013680984016025102 -0.0011270417002326692 -0.001312064108841838 0.00088889323283911515 -0.00072420715266161874 -0.0013175770199427678 -0.001083199856227643 -0.00090659128311092142 0.001171150558964013 -0.00037606314125111133 -0.0010739703113671647 0.001282108142816049 -0.0012316736089779256 -0.00054852084279671635 -0.00082024684592601723 -0.0012390987512425533 0.00022409943930628437 -0.00061942761402268435 0.00083194479419351828 -0.0013298477191787349 0.0009496126906566346 -0.00015268772274069857 -0.00068078889665336699 -0.00038692350994574406 0.0010757843153220295 0.0014007191480537242 0.00087245792656375355 0.00020827524440352545 0.00025190392662910108 0.0011898594249279239
leaf_weight=0.0011376800381976962 0.0011898591797070415 0.0013967969088499723 0.0010228452883893615 0.0022087811235564914 0.0012641931052712607 0.0011863495726664999 0.001713085014689141 0.0015316097454098889 0.0032512118270862089 0.0022066953842738712 0.0013659031350030651 0.0014533964666716415 0.0012594239727157239 0.0013016957273066518 0.0010413685290724308 0.0033816990317827684 0.0011455650346476887 0.0019114004132916324 0.0010941990340835872 0.0010669068338842163 0.0023837780670419306 0.0018128670787369589 0.001145947960287331 0.0019025294794943219 0.0014734676938701324 0.0011876562202814975 0.0049920667650127414 0.0026608227438131848 0.0012661971393890239 0.0015444565973368107
leaf_count=86 47 320 4 52 15 37 134 247 198 34 13 37 49 8 424 601 27 18 275 33 39 41 31 64 14 5 122 28 68 50
internal_value=0 -5.51768e-05 -2.46491e-05 1.60858e-06 0.000450754 -9.5707e-05 -5.94976e-05 -1.3733e-05 0.000644499 0.000256714 2.83835e-05 6.88459e-05 7.77972e-06 5.49775e-05 -0.000144725 -0.000749307 0.000120053 -5.87414e-05 2.62853e-05 0.000112067 0.000319603 -2.53817e-05 0.000329234 0.000425328 0.000398112 0.000543326 0.000436759 0.000641529 0.000802462 0.000778584
internal_weight=0 0.0523628 0.0511729 0.0501501 0.00893088 0.0412192 0.0400328 0.0383198 0.00766669 0.00441548 0.036923 0.0353913 0.0326718 0.0313059 0.0181151 0.00551727 0.0125979 0.00990784 0.00213557 0.00864842 0.00673702 0.00435324 0.0131907 0.0120448 0.00328633 0.0107431 0.00955542 0.00765289 0.00271959 0.00269002
internal_count=3121 3035 2988 2984 299 2685 2648 2514 284 86 2194 1947 1842 1829 1571 1300 271 194 699 145 127 88 258 227 55 219 214 150 105 77
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=14
num_cat=0
split_feature=14 157 16 16 0 0 43 150 0 3 151 2 12
split_gain=0.000151299 0.000118155 0.000129899 0.000344618 0.000213342 0.00020225 0.00025715 0.000153151 0.000180836 0.000214667 0.000172109 9.86982e-05 0.000215769
threshold=0.076175000000000007 -0.074309999999999987 -0.056919999999999991 -0.008904999999999998 0.18019500000000002 -0.08824499999999999 1.0000000180025095e-35 0.076925000000000007 -0.18113999999999997 -0.0025099999999999996 -0.024429999999999997 0.10584500000000001 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 11 7 -7 8 -3 -10 -9 12 -5
right_child=-2 2 3 4 -6 6 -8 10 9 -11 -12 -13 -14
leaf_value=0.0011323549805640457 -0.0016994359282939287 -0.002051365436156223 -0.0027831154140654938 -0.0011338913824767822 0.0015915632955603744 0.0026372985687564588 -0.00026167775408168754 0.0021819863352720119 -0.0010995129494307219 0.0012897782051130304 -0.00024267147765789175 -0.0014222657518237021 0.0010176007474445696
leaf_weight=0.0019174065886224936 0.0010005100610834807 0.0012136766968922075 0.0010973810275645979 0.0018914605265825416 0.0012351903948655263 0.0014343077292072173 0.0010610434798192792 0.0010400581044525126 0.0016453665104976811 0.0013765575591673214 0.0013292916496125962 0.0015364807443494222 0.0018260354009813073
leaf_count=392 101 65 297 304 27 649 277 71 315 93 70 243 217
internal_value=0 8.27567e-05 -3.78477e-05 -0.000469261 -7.79663e-05 0.000321804 0.00140463 -8.72877e-05 -0.000595746 -1.11346e-05 0.000821665 -0.000470466 -7.70776e-05
internal_weight=0 0.0186043 0.0166868 0.00758655 0.00648917 0.0091003 0.00249535 0.00660495 0.0042356 0.00302192 0.00236935 0.00525398 0.0037175
internal_count=3121 3020 2628 1088 791 1540 926 614 473 408 141 764 521
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 4 11 14 403 1456 403 3 1373 0 0 47 1374 1 160 10 16 0 2 2 13 376 43 16 13 3
split_gain=0.00137432 0.00118541 0.000898164 0.000915972 0.0010388 0.0008751 0.00112984 0.000756496 0.000726844 0.000764377 0.000732658 0.000835069 0.000732685 0.000755719 0.0014054 0.000826746 0.00088847 0.000763242 0.000642428 0.000552903 0.000521867 0.000454283 0.000672702 0.000453168 0.000647771 0.000429858 0.000392291 0.0012116 0.000923696 0.000675259
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.080455000000000013 0.076175000000000007 -0.088999999999999982 -1.0000000180025095e-35 0.096440000000000012 -0.12018999999999998 0.089210000000000025 -0.10607499999999999 -0.08824499999999999 0.086785000000000015 -0.094929999999999987 0.086105000000000015 -0.082179999999999989 0.039530000000000003 -0.54165499999999989 -0.084674999999999986 0.113445 0.10855000000000002 0.049530000000000012 0.091135000000000008 -0.074359999999999996 0.22339500000000004 -0.084034999999999985 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=-1 2 -2 -4 5 6 7 8 -5 -10 11 23 13 15 -15 16 -13 -18 -16 20 -7 22 -22 24 -11 26 28 29 -20 -28
right_child=1 -3 3 4 -6 19 -8 -9 9 10 -12 12 -14 14 18 -17 17 -19 25 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012940748919689875 -0.0012938696724655507 0.0012941334078295436 -0.0012653916014029678 -0.00099953824551630055 0.0012425885048730253 0.001293847754156784 -0.0012937386110640546 -0.0011905397708347712 -0.00094765000931590262 0.0009731556215248282 -0.0010424363115315314 -0.00045797674301288111 -0.0011216985862701487 -0.0012514573823204391 -0.00098685054030849613 -0.0003638858162357379 -5.25448911323737e-06 0.00091408528799185522 0.0011478263867799069 -0.00020932594876792952 -0.00066993259037439611 0.00094419837648680586 0.00058625285150992637 0.00110007523840699 -0.00024231000080918267 0.00078784968478547981 -0.0004336080077006532 -0.0012938740102962673 -0.00015656178942782508 0.00089196019033536717
leaf_weight=0.0012951518989146029 0.0010100292670998092 0.0010634135684597359 0.0010322047655986202 0.0013477866679203468 0.0010439510945019484 0.001227659684289506 0.0013861676743438514 0.0010374266856345562 0.0014499237084989449 0.001244749621946528 0.0010614541460398632 0.0015152375372053948 0.0010104237094985527 0.0018703269754467454 0.0010671370684476331 0.0028326083494700774 0.0021770138659817804 0.0049426920353106141 0.0013001515466148916 0.0022621001165248344 0.0012504650300968478 0.0013969775115643115 0.0016613389293915759 0.0016439205387541733 0.0017877533358472419 0.0012224881286329045 0.0013457897800193451 0.0014036015299687676 0.0030169014944450038 0.0012318807557605282
leaf_count=86 18 21 47 382 33 38 132 65 261 18 207 17 28 278 215 38 66 109 46 35 29 102 75 12 37 12 390 91 211 22
internal_value=0 -5.64732e-05 -8.71754e-05 -6.05468e-05 -3.27483e-05 -6.32191e-05 -0.000148555 -0.000102555 -6.88341e-05 -2.97858e-05 1.36004e-05 5.14536e-05 -4.26248e-05 2.94609e-06 -0.000217641 0.00024259 0.000441538 0.000632976 -3.50201e-05 0.000329568 0.000549751 0.000337743 4.6788e-05 0.000553111 0.000256601 7.16655e-05 -3.3841e-05 -0.00032674 0.000236276 0.000199887
internal_weight=0 0.0478436 0.0467802 0.0457701 0.0447379 0.043694 0.0358954 0.0345093 0.0334718 0.0321241 0.0306741 0.0296127 0.0249363 0.0239258 0.0124583 0.0114676 0.00863494 0.00711971 0.010588 0.00779854 0.00553644 0.00430878 0.0029118 0.00467642 0.0030325 0.00952081 0.00829833 0.00398127 0.00431705 0.00257767
internal_count=3121 3035 3014 2996 2949 2916 2637 2505 2440 2058 1797 1590 1523 1495 1265 230 192 175 987 279 244 206 104 67 55 772 760 503 257 412
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=15
num_cat=0
split_feature=14 147 52 52 4 0 0 51 4 2 1 47 3 12
split_gain=0.000127603 0.000119577 0.000220916 0.000180184 0.000324863 0.000176242 0.000404196 0.000192319 0.000196626 0.000152133 0.000260242 0.000235251 0.000196762 0.000120732
threshold=0.076175000000000007 1.0000000180025095e-35 0.19022000000000003 0.10744000000000002 -0.46376499999999993 -0.075934999999999989 -0.10151999999999999 -0.25354999999999994 -0.013125 0.11215000000000001 0.094385000000000011 0.09585500000000001 0.086245000000000016 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -7 13 10 12 -12 -6 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0023167279094341822 -0.0015281634970234607 0.0011382294385050794 -0.0016908467303468203 0.001529423703000559 -0.0017980972748141346 -0.00087000278542209795 -0.0024373950600842958 0.0017460577200573977 0.0028775318185875662 -0.00083525828623186185 0.0029206032339163927 0.00012824903577468986 0.00067945234476254066 -0.00016902853482824562
leaf_weight=0.0011115533433834176 0.001004226091762205 0.0018234128983820588 0.0014246849989801849 0.001543124987192058 0.001062668505972475 0.0010003061087944243 0.0013377663291025688 0.0010952775694557104 0.0010663344214364478 0.0019591703406387495 0.0012827688801699821 0.0010520701575842395 0.0014548348744938266 0.0014866793895664809
leaf_count=155 101 167 328 195 115 116 1209 67 196 129 65 33 33 212
internal_value=0 7.34065e-05 -4.16367e-05 0.000110416 -4.70099e-05 0.000150125 -0.00023781 0.000830201 0.00129637 0.000194183 0.000609828 0.00166238 -0.000366351 0.00064336
internal_weight=0 0.0187007 0.0168772 0.0154526 0.0139094 0.0127979 0.00814928 0.0046486 0.00364829 0.00681151 0.00485234 0.00233484 0.0025175 0.00258196
internal_count=3121 3020 2853 2525 2330 2175 1584 591 475 375 246 98 148 279
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=31 39 42 156 146 15 1348 11 1374 14 14 403 1456 13 13 52 159 484 15 1 4 4 0 16 0 1 52 52 16 2
split_gain=0.00163828 0.00143733 0.00122019 0.00103856 0.000895156 0.00108503 0.0010162 0.000932433 0.000954051 0.000903855 0.000826728 0.00075523 0.000784501 0.000821418 0.000845844 0.000914731 0.000878846 0.00110587 0.000796222 0.000626168 0.000612033 0.000851944 0.000848653 0.000763898 0.000684959 0.00055651 0.000944833 0.000480957 0.000402959 0.0003165
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.12035500000000002 -0.24436499999999997 0.090205000000000021 0.087830000000000005 0.093235000000000012 -0.46885499999999997 0.076175000000000007 0.093545000000000003 -1.0000000180025095e-35 -0.53104499999999988 -0.084034999999999985 0.11434500000000002 0.092630000000000018 0.085515000000000022 -0.095869999999999983 0.10887500000000001 0.098655000000000007 0.0061450000000000003 -0.074229999999999977 -0.092484999999999984 0.15398500000000004 0.090475000000000014 0.083680000000000018 -0.080114999999999978 0.0028900000000000006 0.11293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 9 7 8 10 -5 11 12 -7 -14 15 25 17 18 19 -16 21 22 23 -20 28 26 -15 -23 -24 -11
right_child=1 -3 3 4 -6 6 -8 -9 -10 29 -12 -13 13 14 16 -17 -18 -19 20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013464047578613907 -0.0013462558666371997 0.0013465298844956982 -0.0013460379214611888 -0.00030027845987865221 -0.0012681612114652651 -0.001019022647811381 0.0011357133410149832 -0.0011389657448754099 -0.0012816600695508612 0.0013269006256218067 -0.0012072869890609448 -0.0010170954146002545 -0.0009026776142794711 -0.00013048338752450733 -0.00098497334700322335 -0.00047704723560638708 -0.0010388002097033878 0.0010188347843270108 0.00028925284172554347 8.6763344369073035e-05 -0.0005177776690373447 0.00020284241536633901 0.0011874602194290964 -0.0010397310818316876 -0.00025638840705401552 0.0010629974194242759 0.0010084042918973967 0.0011885256445296533 0.00022998354224880744 0.00053089286483177925
leaf_weight=0.001545745514564433 0.0013748807349429617 0.001283696950778789 0.0011127330506655033 0.0014914963061016806 0.0010360086416767436 0.0012318740398282726 0.0012189054724345274 0.00153947466455051 0.0011444024984008641 0.0018836555710777239 0.0010579287547436414 0.0012776146273743008 0.0014911834353483746 0.0031071056020348653 0.0025770050012501279 0.0016537124213056318 0.0014553039407572124 0.0019114405758218203 0.0012460915529319706 0.0016011812585929874 0.0024954816665214716 0.0015884024475489866 0.001615514320198146 0.0021106591220223514 0.0022352500250377716 0.0031789520228855395 0.0022938137604668896 0.002059556347912884 0.0015701926954418965 0.0017414511323323723
leaf_count=86 18 21 163 33 4 225 37 80 38 52 77 219 17 268 125 65 115 71 51 21 55 32 160 585 24 103 86 51 121 118
internal_value=0 -5.98481e-05 -9.57391e-05 -6.05983e-05 -3.06832e-05 -3.27613e-06 -7.51141e-05 -0.000111608 -7.09528e-05 0.000581652 -3.42578e-05 -4.4394e-07 3.62243e-05 7.42442e-05 0.000118794 0.000439532 -2.73059e-05 4.27549e-05 -5.49301e-05 -0.000574258 9.0491e-05 0.000212651 -1.45479e-05 -0.000546386 0.000314776 0.000616196 0.000353211 0.000759337 0.000715533 0.00094451
internal_weight=0 0.051585 0.0503013 0.0489264 0.0478137 0.0467776 0.041661 0.0404421 0.0389027 0.0051166 0.0377583 0.0367003 0.0354227 0.0341908 0.0326997 0.0102336 0.0224661 0.0210108 0.0190993 0.00417819 0.0149211 0.0124257 0.00877771 0.00335675 0.00542096 0.00857987 0.00540092 0.00364796 0.00318571 0.00362511
internal_count=3121 3035 3014 2996 2833 2829 2626 2589 2509 203 2471 2394 2175 1950 1933 522 1411 1296 1225 146 1079 1024 941 636 305 457 354 83 281 170
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=29
num_cat=0
split_feature=457 457 1429 1213 151 4 11 2 13 48 1374 13 40 42 43 12 16 16 48 16 160 3 13 51 16 15 15 16
split_gain=0.000565769 0.000813413 0.000562389 0.000567564 0.00059394 0.000726458 0.00107483 0.000728685 0.000534196 0.000588552 0.000829683 0.000670283 0.000475628 0.000823212 0.000587538 0.000518624 0.000388287 0.000776296 0.000357642 0.000582465 0.000343991 0.000550811 0.000315683 0.000480605 0.000352886 0.000300164 0.000283555 0.000206567
threshold=-0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27559499999999998 0.24564500000000003 0.080455000000000013 0.090935000000000016 -0.53104499999999988 0.016865000000000002 -0.094929999999999987 -0.47860499999999995 0.064905000000000018 -0.095284999999999995 -0.073959999999999984 0.082850000000000021 -0.056919999999999991 -0.0073349999999999986 -0.032929999999999994 -0.42170999999999997 -0.080934999999999993 -0.084074999999999997 0.05868000000000001 0.012085000000000002 -0.062804999999999986 -0.13578499999999996 -0.089964999999999976 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 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 18 -6 11 -11 -10 13 -13 20 16 -16 -18 -7 -20 -15 -22 23 26 -25 -21 -12 -9
right_child=1 2 3 4 5 7 -8 27 9 10 22 12 -14 14 15 -17 17 -19 19 25 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00099397994650901058 -0.00098225513272228414 -0.00097329214983183244 -0.00081438245375122268 -0.00099755705715479049 -0.00094952277060485267 0.00076920887540166724 -0.0013849953421235653 0.0014243242095702199 0.00084105903156636856 -0.00060986104128355444 0.00053369385445006996 -0.0012945490690765831 0.00066396284687520368 -0.00047189976038344129 0.00042393876249637784 -0.0010834721478085853 -0.0014480681536944771 0.0001384717512954534 -0.0010119459944996395 -0.00022771133039019094 -9.1479571662498883e-05 0.00101055284018817 0.0013449913094702396 0.0012768501557965267 0.0003167333499373298 0.00086229374012122286 -0.00052753688992436293 0.00070506314395860417
leaf_weight=0.0011959725701480286 0.0017912440989986669 0.0011651958007274912 0.0015259611597909775 0.0010273367381570244 0.0010416326799571598 0.0013043865471615845 0.0011254940636469249 0.0014855824923643013 0.0016074250084159277 0.001330804233617755 0.0010030800829650133 0.0014011756459477729 0.0013627710045511785 0.0010512261954267466 0.0016175260747903764 0.0017381700466430061 0.0010673062207899875 0.0016929101582974235 0.0010723172498217082 0.0011014949753502812 0.0018949026287176096 0.001956690601795155 0.0011494733772643428 0.0018451803254531107 0.0014518683983215652 0.0010449409330135495 0.0011437704324119835 0.0019731702472065571
leaf_count=38 214 147 487 72 16 17 90 65 14 22 100 142 17 169 43 579 26 71 52 36 122 142 40 76 50 10 85 179
internal_value=0 -2.33217e-05 2.28752e-05 5.51029e-05 9.35713e-05 0.000127069 6.92893e-06 0.000510606 7.12502e-05 0.000116856 0.000439447 -4.9242e-05 -0.000153075 -0.000242724 -0.000108971 -0.000410182 -0.000142854 -0.000475003 0.000125674 -0.000135116 0.000266769 0.000468376 0.000651239 0.000504754 0.000854059 0.000302932 -3.16945e-05 0.001014
internal_weight=0 0.038973 0.0371818 0.0360166 0.0344906 0.0334633 0.0254814 0.00798189 0.0243559 0.0233143 0.00792418 0.0153901 0.0137827 0.0124199 0.0110187 0.00611591 0.00437774 0.00276022 0.00452314 0.00321875 0.00490282 0.00385159 0.00659337 0.0054439 0.00329705 0.00214644 0.00214685 0.00345875
internal_count=3121 3083 2869 2722 2235 2163 1804 359 1714 1698 373 1325 1311 1294 1152 719 140 97 115 98 433 264 351 311 126 46 185 244
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 151 4 150 15 1456 11 133 128 48 1 0 52 156 15 43 160 48 160 133 43 0 52 1 1 3
split_gain=0.00162185 0.00146455 0.00115224 0.00107377 0.000951745 0.000789255 0.00117759 0.00108135 0.00107854 0.00101112 0.000919286 0.000988022 0.000945885 0.000795381 0.000855161 0.00115418 0.000770652 0.000741343 0.000743894 0.000725358 0.000811497 0.000781972 0.000956994 0.00108078 0.000898 0.000573904 0.000583416 0.00099459 0.000388673 0.000371623
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.5225749999999999 0.24564500000000003 -0.091259999999999994 -0.095869999999999983 -1.0000000180025095e-35 0.080455000000000013 0.10622000000000002 1.0000000180025095e-35 -0.064549999999999982 0.122185 -0.18113999999999997 -0.023194999999999997 0.091335000000000013 -0.090644999999999989 -0.51144999999999985 -0.22361499999999998 0.10322500000000003 -0.074254999999999988 -1.0000000180025095e-35 0.13895500000000002 -0.043914999999999989 0.08257500000000001 0.095025000000000012 0.11374000000000002 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=-1 -2 3 -3 -5 -6 7 -7 -9 -10 11 12 17 -8 15 -15 -17 18 -11 -20 -21 22 -22 -24 25 26 27 29 -18 -25
right_child=1 2 -4 4 5 6 13 8 9 10 -12 -13 -14 14 -16 16 28 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013732362569872257 0.0013734312144862179 0.0009389602278801031 -0.0013197784386658248 -0.0010990683607280942 -0.0013576263424270971 0.0010115877765517402 0.0013729793782154137 -0.0010155637032781936 -0.0013729894229396655 0.00085674276237991177 -0.0013068647081180924 -0.001081369778066187 -0.0013730873194189972 0.0010978555872112649 0.00095141860576016012 0.00051465938293177678 -0.00096676234074983289 -0.00084768441482180876 0.00090524165887846295 -0.0013088720956020623 0.00065988919713211541 0.00062843510628169232 -0.001372971715843556 -0.0013729165750490811 0.0010512202117406895 -0.00065406454054871364 0.0008358525054745601 0.00064566424727063236 -9.6903861406822097e-05 -0.00023741936359273125
leaf_weight=0.0011686781213495747 0.0010119728676727382 0.0013843581716166389 0.001985295277290077 0.0025767702287664554 0.0011629767171736907 0.0010964593040991835 0.0010000458418346634 0.0043024468354673209 0.0015102033277920581 0.0019398261620733282 0.0013911534032757791 0.0020308888027098506 0.0010278985437572876 0.0011818599476782774 0.0016982978657313907 0.0013453193736268085 0.0028823884218951417 0.0019049520922678189 0.0014315481681705889 0.0010049290841598326 0.0022098105515251385 0.0027662667314132241 0.0016016923971298178 0.0011433255602990586 0.0010363528484731441 0.0044196396623874595 0.0012548149635094319 0.0014125234633919348 0.0014577933369643858 0.0010349827443860704
leaf_count=86 9 34 99 207 45 29 47 215 224 90 91 337 130 24 141 25 67 123 10 107 99 44 463 138 14 68 63 55 30 7
internal_value=0 -0.000262042 -0.000294371 -0.000253002 -0.000287505 -0.000241288 -0.000211839 -0.000329953 -0.000373963 -0.00027917 -0.000219342 -0.00016164 -8.44188e-05 0.000214399 7.9134e-05 -0.000136582 -0.000393188 -2.72262e-05 4.63039e-05 -3.50856e-05 -0.000110354 -3.89992e-05 -0.000169821 -0.000323853 -0.000160737 -0.000296298 3.00147e-05 -0.000251585 -0.000674592 -0.000833406
internal_weight=0 0.0522068 0.0511948 0.0492095 0.0478252 0.0452484 0.0440854 0.0345197 0.0334233 0.0291208 0.0276106 0.0262195 0.0241886 0.0095657 0.00856566 0.00686736 0.0056855 0.0231607 0.0212557 0.0193159 0.0178843 0.0168794 0.0141131 0.0119033 0.0103016 0.00926529 0.00484565 0.00359083 0.00434018 0.00217831
internal_count=3121 3035 3026 2927 2893 2686 2641 2307 2278 2063 1839 1748 1411 334 287 146 122 1281 1158 1068 1058 951 907 808 345 331 263 200 97 145
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=16
num_cat=0
split_feature=14 484 42 1 160 43 3 16 151 4 15 16 3 52 16
split_gain=0.000109635 0.000111626 0.00011248 0.000249041 0.000191106 0.00021549 0.000292661 0.000252036 0.000211087 0.000265304 0.000359158 0.000168281 0.00017269 0.000137069 8.69622e-05
threshold=0.076175000000000007 0.085515000000000022 -1.0000000180025095e-35 0.10887500000000001 -1.0000000180025095e-35 -0.074359999999999996 -0.075944999999999985 0.22339500000000004 -0.083969999999999975 0.24564500000000003 -0.095869999999999983 -0.16075999999999999 0.10299500000000002 0.083680000000000018 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 6 13 8 -7 10 -10 -12 -13 -6 -4
right_child=-2 -3 4 -5 5 7 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.0022756416258726785 -0.0014059055764210065 0.0010502490380193139 -0.0020160019287251301 0.00037429804826826489 -0.00076957469227636468 -0.0015606910661547688 0.0032198703723743199 -0.0018069232065737026 -0.0021847731227381526 0.0019697778403576353 -0.00088409304882188628 0.00023531435477154515 0.002361829972124412 0.001393125353991338 -0.00023395867513795613
leaf_weight=0.0012842068635931228 0.0010389278146085692 0.0019374856593560299 0.0010536722254807507 0.0014427327656889588 0.0010491928753330049 0.0010667111430374713 0.0010126179449895236 0.0013278710198049706 0.0011078499360990257 0.001813005427661607 0.0010417644089706357 0.0016828278004393802 0.0012942983979620237 0.0012076348423177841 0.0010448214583565771
leaf_count=738 101 332 314 60 226 48 174 167 47 142 32 430 51 49 210
internal_value=0 5.35869e-05 -5.72052e-05 -0.000873647 9.42264e-05 0.000297847 0.00126488 -4.08664e-05 0.000252034 0.000530669 2.17465e-05 0.000629997 0.00115981 0.000387692 -0.00112874
internal_weight=0 0.0193667 0.0174292 0.00272694 0.0147023 0.0126038 0.00326945 0.00933433 0.00800646 0.00693975 0.00512674 0.00401889 0.00297713 0.00225683 0.00209849
internal_count=3121 3020 2688 798 1890 1366 449 917 750 702 560 513 481 275 524
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=30
num_cat=0
split_feature=160 403 457 457 1429 1374 150 484 15 11 3 48 2 48 403 1132 1 2 42 376 4 16 13 3 16 1 15 3 14
split_gain=0.000567411 0.000612332 0.000498034 0.00102778 0.000504406 0.000500419 0.000660275 0.000722177 0.000736493 0.00078857 0.000652525 0.000484087 0.000422771 0.000783642 0.00039967 0.000371542 0.000596713 0.000402057 0.000410394 0.000389218 0.000325719 0.000377224 0.000756994 0.000464002 0.000390193 0.000386401 0.000361326 0.000252601 8.4199e-05
threshold=-0.40698999999999991 0.090990000000000015 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.094929999999999987 0.081835000000000019 -0.0068949999999999992 -0.24436499999999997 0.074925000000000005 0.090900000000000009 -0.031249999999999997 0.092235000000000025 -0.032929999999999994 -0.082179999999999989 -1.0000000180025095e-35 0.13288500000000003 0.13093500000000002 -0.093284999999999993 0.048375000000000008 -0.49405499999999997 -0.032969999999999992 -0.075129999999999988 -0.10115999999999999 0.22339500000000004 0.095285000000000022 0.050935000000000008 0.090900000000000009 -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
left_child=-1 2 -2 -4 -5 -6 7 -7 28 11 12 -10 13 -8 -13 -16 17 18 -17 20 -20 22 26 -23 27 -24 -22 -25 -9
right_child=1 -3 3 4 5 6 10 8 9 -11 -12 14 -14 -15 15 16 -18 -19 19 -21 21 23 25 24 -26 -27 -28 -29 -30
leaf_value=-0.00085533160569762224 0.00090232807750047293 -0.0009911729918459435 -0.00091870775530495535 -0.00078145103128082847 -0.00062212353640545524 -0.00086507016839379957 0.00060499661501942819 0.00054360636664800099 -0.00080349734881019971 -0.00084940334487900403 0.0012159350122686163 -0.00057939786503813481 0.00079448750856247043 -0.00068922494302327817 -0.0005519928024205784 -0.00056616474340306119 0.0010838713943090148 -0.00055186018882466222 -0.00050795877105557516 0.00098937553764986996 9.2658686458305976e-05 0.001290944718890236 -0.00093767302326941404 0.00022036364304527689 -0.0002641540409893867 5.6093546967079783e-05 0.0010937098951801969 0.0011126761384104753 0.0010577373605442598
leaf_weight=0.0013790821838964842 0.0012050704756507704 0.0010497478351094705 0.0019866203762755044 0.001199332548705633 0.0016248996364751625 0.0014951361159563073 0.0017834359026807078 0.0010749368607405607 0.0010236973130233187 0.0017316993977729558 0.0017697651043206974 0.0012786647632445627 0.0018152499682138057 0.001615016664931356 0.0011139703707385698 0.0010571700700126039 0.0014238923027676256 0.0012717663881325345 0.0010008366937625983 0.001351484185494912 0.0013514186459353495 0.0012136390001842301 0.0013801101737613798 0.0011647053431178816 0.0012901915177361278 0.0014571785694741379 0.0012642487036700345 0.001134555926455505 0.0012458429795114611
leaf_count=240 38 244 195 136 51 344 27 51 45 103 60 429 90 106 12 102 31 29 21 33 56 16 214 88 98 35 86 15 126
internal_value=0 2.29948e-05 5.07738e-05 2.31284e-05 7.63855e-05 0.000106704 0.000143359 4.23204e-05 9.92517e-05 2.1528e-05 0.000509772 9.77858e-05 0.000270068 -1.00449e-05 0.000146983 0.000200133 0.000251342 0.000171982 0.000239345 0.000306885 0.000224946 0.000296466 5.4207e-05 0.000571503 0.000328251 -0.000427293 0.000576504 0.00066067 0.000819603
internal_weight=0 0.0393743 0.0383245 0.0371195 0.0351328 0.0339335 0.0323086 0.0253251 0.02383 0.0215092 0.00698347 0.0197775 0.0052137 0.00339845 0.0187538 0.0174752 0.0163612 0.0149373 0.0136655 0.0126084 0.0112569 0.010256 0.00545296 0.00480309 0.00358945 0.00283729 0.00261567 0.00229926 0.00232078
internal_count=3121 2881 2637 2599 2404 2268 2217 1934 1590 1413 283 1310 223 133 1265 836 824 793 764 662 629 608 391 217 201 249 142 103 177
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 4 150 160 158 4 0 1373 156 133 13 0 14 147 13 0 47 47 52 4 15 1 0 47 0 2
split_gain=0.00122462 0.00112331 0.000991977 0.00105577 0.000878226 0.00109387 0.00124288 0.000941887 0.000846221 0.000862681 0.000908864 0.000862355 0.000780438 0.000894199 0.000696157 0.000711789 0.000679971 0.000714966 0.000670563 0.000656828 0.000555827 0.000560888 0.000484015 0.000467171 0.00107477 0.000422986 0.00039443 0.000362947 0.000353581 0.000339999
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 -0.091944999999999985 0.085900000000000018 -0.49405499999999997 -0.0058249999999999994 0.089210000000000025 0.091255000000000017 -0.0061299999999999992 -0.084034999999999985 -0.23051499999999997 -0.46885499999999997 0.10271500000000001 -0.13710499999999998 -0.14051499999999997 0.11518500000000002 0.090280000000000013 -0.092399999999999982 -0.0029599999999999995 0.050935000000000008 0.09253500000000002 -0.11991499999999998 0.096475000000000019 0.11070500000000001 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=-1 2 -2 4 -4 6 -6 -8 9 29 11 12 13 26 19 -16 -7 27 -12 -15 21 22 -17 24 -24 -21 -11 -18 -20 -9
right_child=1 -3 3 -5 5 16 7 8 -10 10 18 -13 -14 14 15 20 17 -19 28 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016089178737680877 -0.0016088109308201666 0.0016090566244600277 -0.0015962306806014508 0.0011854748685328942 0.0013959453902563145 -0.00052372754443488409 -0.0012053595151605718 -0.0016087772433910977 -0.0015021080461719244 -0.00015614844573658739 -0.00028179648811993267 -0.0016061348308504309 -0.0011923893477012693 -0.00041167929081325821 0.00063148014252125534 -0.0013206952918235295 0.0012345339195068954 -0.00023187238754474252 0.0014463205410405371 0.00046837616731455289 0.00046477229546146163 -0.001608691429875513 0.0010488069169802816 -0.00075843569834496748 -0.00084877567020998318 0.0015392377581364264 -0.0013935315886100404 0.00031340637227178438 0.00043764020929077313 -0.00038559154369041345
leaf_weight=0.0011515833551101187 0.0011088242713839227 0.0010099803328884596 0.0010139572619252126 0.0016723092031885036 0.0012070158630024244 0.001564682985787158 0.0025490741518074947 0.0013205375348164161 0.0012191763848391482 0.0011292249768501961 0.0017265905094063783 0.0010705566024320481 0.0016399457427369582 0.0012739898535301108 0.0025643072040111162 0.0010805846631582973 0.0035939007256473587 0.0017741926885719295 0.0017832570420353152 0.0022737349857235812 0.0018255200620558298 0.0010612698485648053 0.0018236338519368343 0.0019333782947388561 0.0013395423020829966 0.0016447117363043162 0.0016266758082448254 0.0015992935317754586 0.0018136490584623743 0.0010598554716807485
leaf_count=86 18 21 46 49 14 35 387 69 176 37 14 28 118 36 24 125 192 17 26 226 28 52 98 83 358 46 584 29 41 58
internal_value=0 -6.94908e-05 -0.000105337 -6.9241e-05 -0.00011638 -8.18845e-05 -0.000207886 -0.000265229 -0.000188445 -0.000135042 -5.494e-05 -0.00019757 -0.000126496 -3.72053e-05 0.000101946 -0.000116724 0.000434498 0.000649689 0.000542189 0.000591647 -0.000328401 -0.000528438 -0.000342844 -0.000135518 0.000245218 0.000917855 -0.000886516 0.000950864 0.000937719 -0.00106416
internal_weight=0 0.0483034 0.0472934 0.0461846 0.0445123 0.0434983 0.0349662 0.0337592 0.0312101 0.029991 0.0276106 0.0222871 0.0212165 0.0195766 0.0168207 0.0116282 0.00853207 0.00696739 0.0053235 0.00519244 0.00906393 0.00723841 0.00617714 0.00509655 0.00316318 0.00391845 0.0027559 0.00519319 0.00359691 0.00238039
internal_count=3121 3035 3014 2996 2947 2901 2628 2614 2227 2051 1924 1843 1815 1697 1076 768 273 238 81 308 744 716 664 539 456 272 621 221 67 127
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=39 45 42 14 376 457 457 150 1374 484 160 15 50 1 133 15 41 160 13 47 3 2 42 52 2 14 475 4 1 16
split_gain=0.00109658 0.00113467 0.000890715 0.000896545 0.000738151 0.000650417 0.00100752 0.000709854 0.000795228 0.000728034 0.000591214 0.000623403 0.000603089 0.000543172 0.000493433 0.000480497 0.000468053 0.000700399 0.000610934 0.000584196 0.000548455 0.000665611 0.000510622 0.000991423 0.000459931 0.000414456 0.000353051 0.00028328 0.000400795 8.00994e-05
threshold=0.16946000000000003 -0.080359999999999987 -0.26584999999999998 0.062655000000000016 0.088470000000000007 -0.15747999999999998 -0.0029299999999999994 0.083095000000000016 -0.094929999999999987 -0.0068949999999999992 -0.40698999999999991 -0.24436499999999997 0.090980000000000019 0.08592000000000001 0.10622000000000002 -0.13578499999999996 0.077300000000000021 -0.025879999999999997 -0.084034999999999985 0.11518500000000002 -0.075634999999999994 0.098260000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46825999999999995 -0.068264999999999978 -0.083854999999999985 0.095285000000000022 -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 -1 -3 4 5 -4 -7 9 -9 -8 -11 25 14 -10 15 -13 17 26 20 22 -19 -22 -20 -24 -15 -12 -17 -25 -29 -26
right_child=-2 2 3 -5 -6 6 7 8 13 10 11 12 -14 24 -16 16 -18 18 19 -21 21 -23 23 27 29 -27 -28 28 -30 -31
leaf_value=0.0013734542475344093 0.0013733180975838595 -0.0013730653784698838 0.00098094532630139562 -0.0011131026786492413 0.00094792360433805089 -0.0010785466618936756 -0.00098306204181836804 -0.0005781022816148902 -0.00022576790742509373 -0.0010158569197412396 -0.00010144121188351665 -0.00077650242632930377 0.00089613572185916115 0.00013977374611634432 -0.0010212103099030176 0.0012330404718400784 -0.00090871445627573023 0.00091371466170322481 -0.0011730614466706629 0.00052143893944087583 -0.00093223065670597371 0.00049534528683119151 -0.0013257343355165983 0.000485945849657413 0.0012664556844287633 0.00098823445480089329 0.0001661342626158193 -0.00079943139073796691 0.00031961143894857955 0.00080633189914940649
leaf_weight=0.0010184361581195836 0.0010352701545954792 0.0010004337237923258 0.0011004597779908911 0.0014688855994364749 0.0014291477279648737 0.0018441211008806127 0.0018010779923753875 0.0013969688051176377 0.00123806090824674 0.0012037984688758599 0.0010553559147785663 0.001839725312670285 0.001056326452040234 0.001365234281054839 0.0012013707421698596 0.0012088940953418614 0.0010787932947522441 0.0017391544280904725 0.0015488520566377968 0.0013094434913014652 0.001038658743709669 0.0015111710220132579 0.0012945692911532358 0.0016779724068758384 0.0019427465749437545 0.0017466682065516636 0.0011319296609624283 0.0012252660209544266 0.0011882173034791776 0.0011265739129964203
leaf_count=9 23 18 31 99 58 208 363 44 74 202 32 90 169 80 242 38 52 157 419 30 25 34 187 17 80 134 83 67 14 42
internal_value=0 -5.74262e-05 -9.40685e-05 -6.10643e-05 -1.96354e-05 -5.81837e-05 -9.1071e-05 -3.57658e-05 0.00034974 -0.000141166 -7.81336e-05 -2.8737e-05 -0.000113503 0.000578235 -0.000169652 -0.000112155 -3.55407e-05 2.7789e-05 -0.000100957 -0.000319578 0.000319277 -8.61697e-05 -0.000478379 -0.00027861 0.0008027 0.000577818 0.000717127 5.27087e-05 -0.000248499 0.00109757
internal_weight=0 0.0407883 0.0397699 0.0387694 0.0373006 0.0358714 0.034771 0.0329268 0.00706958 0.0258572 0.0240562 0.0228524 0.0200503 0.00567262 0.018994 0.0177926 0.0159529 0.0148741 0.0125333 0.00824432 0.00428898 0.00254983 0.00693488 0.00538603 0.00443455 0.00280202 0.00234082 0.00409146 0.00241348 0.00306932
internal_count=3121 3098 3089 3071 2972 2914 2883 2675 320 2355 1992 1790 1624 276 1455 1213 1123 1071 950 734 216 59 704 285 202 166 121 98 81 122
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 156 1374 151 1348 1456 34 4 11 403 13 376 42 3 49 51 1374 0 0 42 1 43 13 51 3 16
split_gain=0.0013956 0.00131761 0.00149017 0.00118003 0.00111825 0.000994873 0.000988596 0.000922874 0.00103137 0.000837844 0.000774239 0.000869739 0.00115965 0.000844076 0.000817541 0.00101167 0.000894182 0.00101532 0.000977901 0.000798922 0.000783429 0.00093951 0.00114073 0.000976444 0.000630571 0.000603161 0.00056826 0.000581229 0.000531989 0.000497163
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.097240000000000007 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 -0.021334999999999996 0.27287000000000006 0.080455000000000013 -0.088999999999999982 -0.53104499999999988 0.088720000000000007 0.092620000000000022 -0.12018999999999998 -0.13878999999999997 0.11144500000000002 -0.094929999999999987 -0.10607499999999999 -0.08824499999999999 -1.0000000180025095e-35 0.122185 -0.078844999999999985 -0.47860499999999995 0.086310000000000012 0.11924500000000002 -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=-1 -2 3 4 -3 -6 7 -7 9 -9 -11 12 13 -12 -15 16 17 -16 -19 28 -20 29 -23 -24 -18 -25 -27 -28 -13 -22
right_child=1 2 -4 -5 5 6 -8 8 -10 10 11 19 -14 14 15 -17 24 18 20 -21 21 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0013463229156239123 0.0013466632654427272 -0.0013462056581719794 -0.0012817095623085086 0.0013463963251335175 -0.001346069210696893 -0.0011642920543907436 -0.001328310683658079 -0.00098440915202113299 0.0013420852188510053 -0.00097824077364990522 -0.0010512858948233997 0.0011500170288822422 -0.0013460149914353101 -0.0008434520487050623 0.00087325206937917605 0.0013369373382880684 -0.00077177809851800515 -0.0010527849961304574 -0.00064917825642341173 -0.00047574426085231257 2.2999684519045455e-05 -0.0013400425484196528 -0.0010061681373173374 0.00084933212127009418 0.00038643647894158158 0.0007718281610439591 -0.0011709812356930243 0.00026301796603226454 0.00016274738994004703 0.00082772197202157013
leaf_weight=0.001313873410191845 0.0011786769173340863 0.0012284618484628132 0.0018395982759535903 0.0010762422186871836 0.0010382336005143591 0.0011606919152509212 0.001010257858069962 0.0014571157416027871 0.0010939035872681293 0.001268778735493469 0.0012023619113705744 0.0030364357626981855 0.001111663155114683 0.001574909318151181 0.0034927098326420344 0.0012494747507503226 0.0031731154484027071 0.0012808039406095829 0.0018954269799991144 0.0010489861620612828 0.0018776996857603478 0.0010759255985423989 0.00110763410372794 0.0026250700261405413 0.001163894861292647 0.0010630276906340372 0.001005809767313853 0.001043020564097219 0.0014661697420894626 0.0053633044233727225
leaf_count=86 9 17 99 21 159 60 28 231 32 35 378 163 80 16 51 17 267 50 36 15 52 255 363 170 13 7 183 42 67 119
internal_value=0 -5.92465e-05 -9.37476e-05 -4.64361e-05 -7.96629e-05 -4.42101e-05 -1.26653e-05 1.91035e-05 5.28707e-05 1.72427e-05 5.5524e-05 9.11102e-05 4.04307e-06 5.37483e-05 9.95768e-05 0.000153747 9.72508e-05 0.000208149 8.14691e-05 0.000582089 0.00016664 0.00026863 -5.17231e-05 0.000150793 -0.000460956 0.000374169 -2.66646e-05 -0.00044096 0.000828535 0.000619046
internal_weight=0 0.0492094 0.0480307 0.0461911 0.0451149 0.0438864 0.0428482 0.0418379 0.0406772 0.0395833 0.0381262 0.0368574 0.0313059 0.0301942 0.0289918 0.0274169 0.0261674 0.0218304 0.0183377 0.00555159 0.0170569 0.0151615 0.00792049 0.00684456 0.00433701 0.00573693 0.00311186 0.00204883 0.00450261 0.007241
internal_count=3121 3035 3026 2927 2906 2889 2730 2702 2642 2610 2379 2344 2099 2019 1641 1625 1608 1328 1277 245 1227 1191 1020 765 280 402 232 225 230 171
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 156 457 457 151 151 4 15 0 1 2 13 15 133 160 13 156 49 160 42 133 1 3 1 3 42
split_gain=0.00158215 0.00141759 0.00122112 0.00129003 0.00105632 0.000945582 0.000929538 0.00141288 0.000836658 0.00109894 0.00119399 0.00126872 0.00103337 0.000972304 0.000854826 0.00109485 0.00124889 0.000846936 0.000891381 0.000803402 0.000838176 0.000846995 0.000631489 0.000645673 0.00059125 0.000737368 0.000588027 0.00068192 0.000528648 0.000463535
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 -1.0000000180025095e-35 0.24564500000000003 -0.095869999999999983 -0.15350499999999997 0.111945 0.098035000000000011 0.073000000000000023 -0.090644999999999989 0.10622000000000002 -0.090969999999999981 -0.084034999999999985 0.091255000000000017 0.0093850000000000027 -0.0094199999999999978 0.10077000000000001 0.083950000000000011 0.083345000000000016 -0.028564999999999997 0.085345000000000018 -0.074939999999999993 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -9 14 11 -11 -12 28 15 16 -10 18 -13 24 21 22 -21 26 25 -20 -24 -28 -14 -15
right_child=1 -3 3 -5 5 6 7 8 9 10 12 17 13 29 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013733894172207732 0.0013734534777277783 0.001373484128201924 -0.0013731135345760935 -0.0012736942583460066 -0.0013729461428703751 0.0010478897167406041 -0.0010933298073198959 -0.0011701284558602203 0.000591582261134844 -0.0011128046327557764 0.0013246896609252299 -0.00097626604728631911 -1.2719306525774486e-05 0.00098651264551710997 0.0011922987946181257 0.0012427762874856036 -0.00088257666481216012 -0.0010414245481491662 -0.00027101184358709106 0.00083659136302354365 -0.0012901288115931852 0.00098888795446250158 -0.00092080890635015504 0.00045237889076079973 0.0010786782923413367 0.00092777407689069707 0.00067742546718967144 -0.00061997665695388176 -0.0012638461972364842 -7.4524560353703251e-05
leaf_weight=0.0014780195328478732 0.0010326462142984374 0.0012550910952455743 0.0011811989567434003 0.0018062060304551144 0.0010082217022313591 0.0014626057312376864 0.0023792367867825339 0.001129457555968826 0.0021709549751900425 0.0027676074972946543 0.0017067736251075161 0.0017509940173163754 0.0016205074763178118 0.0021586665904500535 0.0022826851189563513 0.0014264170448967661 0.0021616672925741653 0.0017415258614916765 0.0026768792694835631 0.001003760081171424 0.001122338059592388 0.0013139997279947311 0.0032800634644662889 0.0016353486980520415 0.0019404533873368379 0.0015140258045445165 0.001288955564234597 0.0018731867284600412 0.0010482916608083306 0.0012115753999424328
leaf_count=86 9 21 17 99 159 33 206 61 46 170 50 224 35 90 115 20 110 341 161 56 131 84 485 36 54 85 14 34 29 60
internal_value=0 -6.74636e-05 -0.000103855 -0.000135204 -9.13185e-05 -5.81709e-05 -2.84945e-05 -6.49327e-05 -5.00054e-06 2.81499e-05 -8.69805e-05 -0.00023874 0.000381459 0.000114881 0.000481342 0.000199543 -0.000143917 -0.000124318 -4.19899e-05 5.07016e-05 -0.000163011 -4.13205e-05 -0.000190384 -0.000318002 0.000452156 0.000162067 -0.000513562 -9.11283e-05 -0.000504156 0.000605078
internal_weight=0 0.0509513 0.0496963 0.0486636 0.0468574 0.0456762 0.044668 0.0432054 0.0408261 0.0396967 0.031655 0.0239091 0.00774581 0.00603904 0.00804172 0.00575904 0.00433262 0.0211415 0.0194 0.017649 0.0115177 0.0103953 0.00908131 0.00807755 0.00613136 0.00419091 0.00644221 0.00316214 0.0026688 0.00337024
internal_count=3121 3035 3014 3005 2906 2889 2730 2697 2491 2430 2139 1875 264 214 291 176 156 1705 1364 1140 840 709 625 569 300 246 533 48 64 150
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=31 45 14 1374 156 133 3 0 12 1374 150 1213 474 159 453 150 484 2 42 52 15 160 151 42 47 123 156 4 42 15
split_gain=0.00164945 0.00154493 0.00172201 0.00131909 0.00102866 0.00107982 0.00112308 0.00102794 0.000931476 0.000918548 0.00117286 0.000988961 0.000926476 0.00117976 0.000881347 0.000998662 0.000828783 0.000812168 0.000792393 0.00075487 0.000714479 0.00067516 0.000801046 0.000780313 0.00119843 0.000935095 0.000895717 0.00066392 0.000823363 0.00113068
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.097240000000000007 -1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 -0.26609999999999995 -0.042789999999999988 -0.094929999999999987 0.094365000000000018 -0.080769999999999995 0.084660000000000027 0.11109000000000001 0.086430000000000021 -0.23067999999999997 -1.0000000180025095e-35 -0.0050599999999999994 0.075730000000000006 -0.087769999999999987 -0.040439999999999997 -0.22361499999999998 -0.090369999999999992 -1.0000000180025095e-35 0.11518500000000002 0.086120000000000016 1.0000000180025095e-35 -0.49405499999999997 0.10194000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -8 -9 11 -11 13 14 15 -13 -17 -18 -12 -14 -20 -19 -23 24 25 -24 27 -25 -29 -30
right_child=1 2 -4 -5 5 -7 8 9 -10 10 18 12 19 -15 -16 16 17 21 20 -21 -22 22 23 26 -26 -27 -28 28 29 -31
leaf_value=0.0012941292960683033 0.0012944078171432138 -0.0012937519546780312 -0.0012213999989367612 -0.0012795839710029802 0.001201520443261979 -0.00076499061447637116 -0.00012696254487960064 -0.00077598854675160951 0.0010444554100817588 -0.0010499002151445334 0.001010598571122375 0.0012639641956384722 -0.00027571842861675184 -0.0012933320201683723 -0.0012120068902069811 -0.00091827048777177631 -0.0007035767798660472 -0.00062246046106320641 0.00070733582965869994 0.00098602438269996748 -0.00077858931828629131 -0.00079350578249513066 -0.0011069723081991608 -0.00045460384605591092 0.00054628575419438466 0.0003180000533856321 -0.00075885670682017902 0.00060630562558279956 -0.0012549254794521258 0.00065521106866642991
leaf_weight=0.0015847366748644722 0.0014143723665256394 0.0010139377125417673 0.0021105999743369344 0.0013854918925915163 0.0011660769966965667 0.0027824496324253536 0.0017289147061720911 0.0025971785270542105 0.003313022629942707 0.0016221945415908481 0.0030873017761194879 0.0010140044855688748 0.001149355019869347 0.0013006110930096062 0.0010355860195438984 0.0017023171213785817 0.0024467320149632555 0.0021398715365190659 0.0011222989185739607 0.0025635681259750234 0.0010465900102332171 0.0014639451575675358 0.0025256605304639903 0.0013726162309808188 0.0021503040113657335 0.0011091936034972605 0.0011829372500113946 0.012973957192408601 0.00100695741745227 0.0010694812760334562
leaf_count=86 9 158 99 29 21 400 57 45 80 292 38 8 75 83 44 221 71 157 28 98 68 57 393 12 12 16 106 280 42 36
internal_value=0 -4.22994e-05 -7.32001e-05 -3.21762e-05 -2.2167e-06 2.08901e-05 6.14662e-05 1.46698e-06 0.000642768 -2.78803e-05 1.5215e-05 -6.05842e-05 -1.85799e-05 -8.4673e-05 -3.73146e-05 5.14137e-07 -4.0622e-05 1.01236e-05 0.000589591 0.000595445 -9.69232e-06 7.48111e-05 0.000134842 0.000192943 -0.000219256 -0.000672135 0.000328388 0.000406702 0.000485254 -0.000271099
internal_weight=0 0.0625975 0.0611832 0.0590726 0.0576871 0.0566731 0.0538907 0.0488487 0.00504194 0.0476827 0.0450855 0.0398293 0.0382071 0.0344942 0.0331936 0.032158 0.031144 0.0294417 0.00525619 0.00371292 0.00216889 0.0269949 0.0248551 0.0233911 0.00578516 0.00363485 0.0176059 0.016423 0.0150504 0.00207644
internal_count=3121 3035 3026 2927 2898 2740 2340 2203 137 2182 2137 2003 1711 1538 1455 1411 1403 1182 134 173 96 1111 954 897 421 409 476 370 358 78
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=31 39 45 14 457 457 42 156 447 1455 34 133 376 43 49 151 4 11 14 13 13 159 3 0 0 0 52 1374 16 2
split_gain=0.00147058 0.00145647 0.00138738 0.00164521 0.00143411 0.00153868 0.00127102 0.00115348 0.00107573 0.00107542 0.000999129 0.0010387 0.00121101 0.000948233 0.000980636 0.00102054 0.00118772 0.00146223 0.00106998 0.000903953 0.00157159 0.00126953 0.00103707 0.00114744 0.000923051 0.00113196 0.00133325 0.00125914 0.00163478 0.000672939
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.26584999999999998 -1.0000000180025095e-35 0.089095000000000021 0.086165000000000005 -0.021334999999999996 0.10622000000000002 0.088470000000000007 0.39192500000000002 -0.24167999999999998 -0.40381499999999992 0.27287000000000006 0.080455000000000013 -0.46885499999999997 -0.53104499999999988 -0.23438999999999996 0.091530000000000014 -0.12711499999999995 -0.053834999999999994 -0.059114999999999994 -0.10607499999999999 0.083680000000000018 -0.094929999999999987 -0.25582999999999995 0.121465
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 10 -9 12 13 14 -12 -16 17 19 -18 -17 -21 22 -22 24 25 27 -27 -24 -29 -13
right_child=1 -3 3 -5 5 6 7 8 -10 -11 11 29 -14 -15 15 16 18 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.001294042631553517 0.0012943159058529583 0.0012942582102332192 0.0010118910329965415 -0.0011859972684111172 -0.0010010068203629076 -0.0012939437557624473 -0.0012937746593941451 -0.0010509158886952892 0.00092828718082794395 -0.0012938383458282201 -0.00098369532613740499 -0.0012883891259224619 0.0012664131341405213 -0.0011538969673191327 -0.0011159936416177761 -0.00088795472961333984 -0.000223977691549474 -0.0012937648237036771 0.001059474916066207 0.00097779040089405263 0.00067832027208593207 -0.0010585618362627268 -0.00063400817862920738 -0.00069221409925774387 0.0012039453955646694 -0.001221584685772403 0.00013995962296728832 -0.00029628775662141505 0.00085202187312312741 3.4303285914408218e-05
leaf_weight=0.0013926421962784366 0.001208194868922873 0.0013211276914972805 0.0020032992321397094 0.0022711998447348938 0.003015693808901875 0.0013430783720025366 0.0011622495439151939 0.0014670791957129828 0.0020476238641151659 0.0010993858817653903 0.0014184855486973893 0.0015825560254230089 0.0013965661756412109 0.0010812197700014172 0.0011033673275875336 0.0014539801231876473 0.0015004558682107927 0.0012942917341263174 0.0039460430026192475 0.0034556187087915182 0.0045988676115200451 0.0016212207889358945 0.0020997197343604066 0.0033650496837154638 0.001249579765925545 0.0021887380406697679 0.0026743461476743668 0.0030928089686810276 0.0063042106398114367 0.0010851485353207124
leaf_count=86 9 21 34 99 207 17 157 33 78 114 25 333 28 98 49 10 27 77 143 47 41 127 14 108 10 509 460 37 83 40
internal_value=0 -4.98539e-05 -7.8435e-05 -0.000105659 -6.3824e-05 -0.000101866 -5.13075e-05 -1.93893e-05 9.58111e-06 -2.87484e-05 2.39523e-07 3.33948e-05 8.10817e-05 4.20836e-05 7.33434e-05 0.000110877 0.000145725 5.43745e-05 0.000705897 0.000108725 0.000156006 5.15813e-05 0.000121959 -2.92251e-08 0.000132243 5.03854e-05 -0.000472833 0.000271705 0.000474083 -0.000750354
internal_weight=0 0.0634512 0.0621301 0.0609219 0.0586507 0.0566474 0.0536317 0.0522886 0.0511264 0.0490787 0.0479794 0.0465123 0.0438446 0.042448 0.0413668 0.0399483 0.0388449 0.0333984 0.0054465 0.0321041 0.0306502 0.0271945 0.0255733 0.0209745 0.0176094 0.0163598 0.00486308 0.0114967 0.00939702 0.0026677
internal_count=3121 3035 3014 3005 2906 2872 2665 2648 2491 2413 2299 2266 1893 1865 1767 1742 1693 1523 170 1446 1436 1389 1262 1221 1113 1103 969 134 120 373
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=17
num_cat=0
split_feature=124 4 43 13 12 16 133 13 1 157 160 457 1 15 4 4
split_gain=0.000185975 0.000196851 0.000241788 0.000242113 0.000340582 0.000252106 0.000250725 0.000236918 0.000301991 0.000247268 0.00043012 0.000251766 0.00030603 0.000276571 0.000305644 0.000139483
threshold=0.093335000000000015 -0.49405499999999997 -0.34140499999999996 0.10935500000000002 0.11650500000000001 0.22339500000000004 0.083950000000000011 -0.10664 1.0000000180025095e-35 -0.074309999999999987 -1.0000000180025095e-35 -0.0029299999999999994 0.11061500000000002 -0.095869999999999983 0.0061450000000000003 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 15 -9 -10 -11 -12 13 -13 -15 -4
right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 12 -14 14 -16 -17
leaf_value=-0.0016041171809159465 0.0017736956288953295 -0.002020813977891773 0.00027764949310525854 0.0029551231251009258 -0.00030356598563005142 -0.001663729184076487 0.0015479489407912866 -0.0023859872477387605 0.001610060370031559 -0.0025025376727352703 -0.0018981600551609063 -0.00023191807607049993 -0.0012375014333047463 0.00048138878719536528 0.0037412666224558742 0.0022562183491997385
leaf_weight=0.0015047119204965034 0.0010135041135921332 0.001028939258142402 0.0018321299948829113 0.0012367189599911113 0.0011303927593941943 0.0016426654846847235 0.0019364912669643805 0.0012524252770678467 0.0012795931215756617 0.001483695039584676 0.0010026855802323098 0.0016335475256283871 0.0014310185741375214 0.0010549841499936097 0.0010635034773756047 0.0010221105922791907
leaf_count=154 54 111 129 65 35 291 805 688 103 173 38 55 69 196 53 102
internal_value=0 -0.000107238 5.20739e-06 0.000114915 0.00139897 -6.78037e-05 0.000107059 -0.000106662 -0.000412425 -0.000136223 -0.000427579 7.0115e-05 0.000450887 0.00109483 0.00211788 0.00098618
internal_weight=0 0.0215356 0.0200309 0.019002 0.00236711 0.0166349 0.0149922 0.0130557 0.0102015 0.00894903 0.00766943 0.00618574 0.00518305 0.00375204 0.00211849 0.00285424
internal_count=3121 3067 2913 2802 100 2702 2411 1606 1375 687 584 411 373 304 249 231
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=19
num_cat=0
split_feature=124 47 47 42 43 16 50 2 16 4 48 51 2 2 43 12 13 1
split_gain=0.000148835 0.000171146 0.000236317 0.000247492 0.000213961 0.000613871 0.000194669 0.000203237 0.000324376 0.000279315 0.000271929 0.000240046 0.000220146 0.000151463 0.000146132 0.000148178 0.000126781 1.60192e-05
threshold=0.091025000000000009 0.13148500000000005 0.11069000000000002 -0.093284999999999993 -0.20207499999999998 0.22339500000000004 0.096640000000000018 0.092120000000000021 -0.014754999999999999 0.27834500000000006 0.085875000000000021 0.084745000000000015 0.10497000000000002 0.084245000000000014 -0.074974999999999986 0.095330000000000012 -1.0000000180025095e-35 0.092235000000000025
decision_type=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 9 11 13 12 -9 14 -6 17 -10 -16
right_child=-2 -3 -4 4 5 -7 -8 8 16 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0019602477461909077 0.0014453470512839585 -0.0015868110185208032 0.0016420289979633196 0.0012677199646905161 0.001713354776983145 -0.0025155871867475633 -0.0015200639770380148 0.00012928906770201849 0.0029219575550291773 0.0017368951424935155 -0.0019352435184874981 0.0010227041736093651 -0.0023390911492385713 -0.0010257734830171061 -0.00018247440339958342 0.0012410047792652003 0.0010564576547527958 -0.00085750893261445278
leaf_weight=0.0010365468512077971 0.0010019479628635688 0.0010910254984226589 0.0012333049080033289 0.0017901357456171487 0.0010661018867752503 0.0015005566431320885 0.0010450321236348823 0.0010004603258023659 0.0010242865763956388 0.0011603906899866345 0.001194004525603698 0.0010757983345854871 0.0012009947481543826 0.0013517360677815782 0.0010054664732646046 0.0010568162251463065 0.0011892523870260518 0.0011254799423039419
leaf_count=253 57 59 102 107 149 327 327 175 123 131 168 83 101 554 233 46 46 80
internal_value=0 -8.76947e-05 -6.14585e-06 -0.000114136 -6.54975e-06 -0.000149152 9.58133e-05 0.000221356 0.000704405 9.82081e-05 -0.00025115 -0.000482009 -0.00121733 0.000107565 0.000467703 5.1112e-05 0.00191969 -0.000539
internal_weight=0 0.0211474 0.0200564 0.0188231 0.0177865 0.0159964 0.0144958 0.0134508 0.00665118 0.00443764 0.00679961 0.00327725 0.00220146 0.0056056 0.00425386 0.00318776 0.00221354 0.00213095
internal_count=3121 3064 3005 2903 2650 2543 2216 1889 659 490 1230 359 276 1062 508 359 169 313
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=31 3 457 457 151 4 150 15 11 1456 15 15 447 105 2 133 4 43 43 51 49 13 12 16 43 13 0 1 4 51
split_gain=0.00184894 0.00101344 0.000792541 0.00112975 0.000827544 0.00118812 0.00117491 0.00110933 0.00117442 0.00104629 0.0011289 0.00109293 0.000964803 0.00102966 0.00094452 0.000893723 0.0010426 0.00086857 0.000866984 0.00107986 0.000863827 0.00113033 0.000703583 0.000904624 0.000895634 0.000730061 0.000692781 0.000785023 0.000926212 0.00066736
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.181285 -0.091259999999999994 0.091650000000000023 0.079915000000000014 -1.0000000180025095e-35 -0.095869999999999983 -0.090644999999999989 0.089395000000000016 1.0000000180025095e-35 0.089885000000000007 0.10622000000000002 -0.15764999999999998 0.070450000000000013 -0.11720999999999999 0.086310000000000012 -0.24167999999999998 -0.14179999999999995 -0.040564999999999997 -1.0000000180025095e-35 -0.074974999999999986 -0.016469999999999995 -0.15350499999999997 0.11212500000000002 0.50822500000000004 0.085720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 -6 8 9 -8 -11 14 13 20 -12 16 17 18 -13 -20 -7 -22 -18 -24 25 -25 -23 -28 -29 -3
right_child=1 29 3 4 5 12 7 -9 -10 10 11 15 -14 -15 -16 -17 22 -19 19 -21 21 26 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0014289676165497654 0.00075067118586081292 -7.2807397246986766e-05 -0.0011483793969424153 -0.0013927829802788385 0.0011191456169299533 -0.0010239983457713973 -0.0014284846316301263 -0.001316803003974806 -0.0013228129590032241 -0.000965765412647177 -0.00034203893565557534 0.00077248253301843636 0.0014284656614107051 -0.0013157872499441972 0.0013582308942119705 -0.0011650085350224286 -0.0011961030692972895 0.00086885050330843248 -0.0010510337227204627 0.0006507083671224511 0.0013152394006455705 0.00088258446224091574 -0.00066687944929807422 -0.0014284868544314738 0.00064906663887158661 1.8343713072148949e-05 -0.00072280546555087409 -0.00010826647607434295 0.0013650025869972821 0.0014284461134569343
leaf_weight=0.0013299797220231993 0.0014037454748958558 0.0012867430161467288 0.00329037573189117 0.0013462952081653148 0.0010233288481593652 0.0012543017214738947 0.0015746511644501018 0.0026846100659696495 0.0024260026741487186 0.0037859547907022053 0.0010791629859734355 0.0015918224075903709 0.0010141865498667366 0.0011390062918508201 0.0017432839231941166 0.0019239467063556495 0.00187880309157151 0.003003630109333244 0.0023507834711864357 0.001124692800090088 0.0016582383283321204 0.0016578371130524542 0.005877444052488902 0.0010017810225804169 0.0031838095197725081 0.0024555002721697861 0.0029272951300285364 0.0041615619926211878 0.0011008521869850796 0.0011386810946305559
leaf_count=86 30 77 208 62 19 13 190 458 124 172 45 12 36 4 61 217 64 19 62 19 33 33 640 88 82 34 71 56 59 47
internal_value=0 -0.000273068 -0.00030986 -0.000335414 -0.00028675 -0.000258981 -0.000390948 -0.000431953 -0.000364085 -0.000292684 -0.000234992 -0.000133331 8.35526e-05 -1.45828e-05 0.000708132 -0.000230698 -0.000150693 0.000260249 -0.000100497 -0.000500336 0.000101567 0.00022427 -0.000381062 -0.000258739 0.000102471 -0.00040089 4.05608e-05 -0.000129889 0.000199929 0.000631997
internal_weight=0 0.0620883 0.0596629 0.0582592 0.0549688 0.0536225 0.0387092 0.0376859 0.0350013 0.0325753 0.0310006 0.0272147 0.0149133 0.0138991 0.00282245 0.0243922 0.0224683 0.00807093 0.0050673 0.00347548 0.0127601 0.0115058 0.0143973 0.0125185 0.00664109 0.00345728 0.00984755 0.00818971 0.00526241 0.00242542
internal_count=3121 3035 2911 2881 2673 2611 2306 2287 1829 1705 1515 1343 305 269 106 1237 1020 112 93 81 265 252 908 844 204 122 219 186 115 124
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=31 45 14 39 457 457 151 4 151 42 15 11 1456 133 376 156 160 0 1 160 49 133 2 4 52 0 52 51 0 13
split_gain=0.0013479 0.00135623 0.00183212 0.0012059 0.00116987 0.00134211 0.00117799 0.00172668 0.00164736 0.00134168 0.00149269 0.00138558 0.00131128 0.00118981 0.00134675 0.00105767 0.00108543 0.000936517 0.00116159 0.000867146 0.000940644 0.00160928 0.000939834 0.000987404 0.001392 0.000984441 0.000801351 0.000804617 0.000771798 0.000586993
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 -1.0000000180025095e-35 -0.095284999999999995 -0.095869999999999983 0.079915000000000014 -1.0000000180025095e-35 0.10622000000000002 0.049360000000000008 0.091335000000000013 -0.090969999999999981 -0.15350499999999997 0.122185 -0.074254999999999988 0.11236 -1.0000000180025095e-35 0.11215000000000001 0.0067750000000000006 0.077655000000000016 0.041630000000000007 -0.088204999999999992 0.08955500000000001 -0.11756999999999999 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 -3 -6 -7 8 26 -10 -11 12 -12 14 15 16 -14 -9 28 -18 21 -21 23 24 -23 -26 -8 -28 -19 -30
right_child=1 2 -4 -5 5 6 7 17 9 10 11 -13 13 -15 -16 -17 19 18 -20 20 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0014572656764696643 0.0014575464993721826 0.0010968879440502867 -0.0013650832808041673 0.0014574068635144573 -0.0011342770065921777 -0.0013406250980124773 -0.00050678951889820219 0.0011432874887368121 -0.0014571541484110304 -0.001186491141677291 -0.0014570646872262255 -0.0014570618830674579 -0.00096400513202271382 -0.001090022857414126 0.0014573449583303473 -0.0010475020689364469 0.0011836481968419638 -0.00082785865451767227 0.0012091760880222368 -0.0014569943855444821 0.0014360217479227617 -0.00098137879093884001 -0.00069762320818613974 0.0011088859092222424 0.0011414646914970933 -0.00015591622233970755 0.00097426563101077324 -0.00022582651012777259 -0.00010765746284691308 0.00097270554322396758
leaf_weight=0.0012654220625671888 0.0012220103872095925 0.0017622882076082638 0.0023098963763672478 0.0011166849768500233 0.0025825218860253676 0.0014774460783844026 0.0015485368543117772 0.0031630052732865019 0.0020579018370900917 0.0031489649527447474 0.0013078695898791617 0.0015547714006913784 0.0017003014649175077 0.0018120966526802276 0.0015282240417491258 0.0017382509875982768 0.0019023097961321503 0.0019933853228764073 0.0019526744144409136 0.0013851101447772693 0.0010910906374057569 0.0018676402865667185 0.0020315966122659299 0.0028718897379178543 0.0024878084473343165 0.0024777836133580422 0.0045998508818394504 0.0015976776561288375 0.0032250443511969698 0.0015955633228941224
leaf_count=86 9 34 99 21 207 61 68 77 181 176 189 90 149 313 14 95 58 40 114 460 37 124 46 40 55 14 136 36 65 27
internal_value=0 -6.18461e-05 -9.28491e-05 -4.18102e-05 -7.14614e-05 -0.000109103 -5.8303e-05 -2.08901e-05 -0.000170236 -0.00032056 -0.000239641 -0.000123881 -3.8236e-05 4.28174e-05 0.00014019 3.72482e-05 0.000143087 0.000463711 0.000218521 0.000259895 0.000136256 2.81796e-05 0.000203453 0.000392077 9.08145e-05 0.000494084 0.000430657 0.000664891 -6.53696e-05 0.00024993
internal_weight=0 0.0611102 0.0598882 0.0575783 0.0564616 0.0546993 0.0521168 0.0506393 0.0387097 0.0309636 0.0289057 0.0257567 0.024202 0.0228941 0.021082 0.0195538 0.0178155 0.0119297 0.00876667 0.0161152 0.0142129 0.0131218 0.0117367 0.00970512 0.00683323 0.00496559 0.00774607 0.00619753 0.00681399 0.00482061
internal_count=3121 3035 3026 2927 2906 2872 2665 2604 2281 2041 1860 1684 1594 1405 1092 1078 983 323 246 834 776 739 279 233 193 69 240 172 132 92
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=31 45 39 14 3 457 457 447 42 151 49 0 0 52 15 43 16 15 403 52 158 376 47 15 16 150 1374 133 0 15
split_gain=0.0017244 0.00162274 0.0015494 0.00136678 0.00117141 0.00108618 0.00166058 0.00115003 0.00102737 0.000913319 0.000954872 0.000953448 0.00129615 0.000956834 0.00101888 0.000857638 0.000776478 0.000915171 0.000744494 0.000843075 0.000972362 0.000772904 0.000919963 0.000756155 0.000721605 0.000640502 0.00155789 0.000747693 0.000826133 0.000622599
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.16946000000000003 0.062655000000000016 0.30112000000000005 -0.15747999999999998 -0.0029299999999999994 0.089095000000000021 -0.26584999999999998 -0.40381499999999992 0.10542000000000001 -0.10607499999999999 -0.08824499999999999 -0.43320999999999993 0.091650000000000023 0.25787500000000008 -0.067914999999999989 -0.03241999999999999 -0.088999999999999982 -0.057699999999999994 0.085410000000000014 0.088235000000000008 0.085270000000000026 0.083935000000000023 -0.11118499999999999 0.081835000000000019 -0.094929999999999987 -0.0061299999999999992 -0.11756999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 -8 -10 11 25 -13 -14 15 18 -12 -18 -15 20 -20 22 23 -21 -6 27 -27 -11 29 -29
right_child=1 2 -4 -5 24 6 7 -9 9 10 16 12 13 14 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011720597913015675 0.001172279300352507 0.00070984928689446242 0.0011721109930556946 -0.0011098475355069502 -0.0001514114246859656 -0.0010547975652512513 -0.0011720386561784872 0.00067011330884007142 -0.001140889504873933 -0.0007909605811353568 0.00086992246657816193 -0.0011172806187513371 -0.0011718112375011852 -0.0010934343033548518 -0.0011493754319880538 -0.0010753331913749766 -0.00092529047880408107 0.00061218512655124193 0.00071606621553042414 -0.00051287103972354209 -0.00060178874771018025 0.00073046811456365171 0.00062218728522602114 0.00042276557457211089 0.0011718086500559727 -0.00054734660334502074 0.00072857448980641597 -4.8957295789831572e-05 0.00061248456655216613 -0.00087024733419043844
leaf_weight=0.0012277095947110786 0.0011139681873828513 0.0014997431142020892 0.001028664778814913 0.0025973997358192938 0.001023121105196978 0.0037407374587381517 0.0017111173127233306 0.0018132838129929487 0.0015251082965477272 0.0024304443552694002 0.0019021089979087691 0.0031318423140826888 0.0016595203725735521 0.0010028169803613088 0.0015966630556625274 0.0013593429078149191 0.0010686193265669885 0.001057600227326815 0.0032148259525008839 0.0095942536909539265 0.0010102249452921264 0.001125213967466899 0.0013672055188607155 0.0013531539091395936 0.0012659611809695539 0.0020588372613019601 0.003630818264152679 0.0052160352877521632 0.0019668807549351099 0.0016739583439857597
leaf_count=86 9 27 21 99 52 203 17 64 54 63 55 352 171 256 367 56 115 24 141 255 44 11 35 285 70 14 63 72 18 22
internal_value=0 -0.000229709 -0.000254255 -0.000277695 -0.00024167 -0.000274277 -0.000300534 -0.000246761 -0.000279581 -0.000248381 -0.000219676 -0.000270337 -0.00040958 -0.000314387 -0.000248584 -0.000176768 0.000326029 -0.000160537 -0.000111336 -5.55832e-05 0.000400962 -0.000199107 -0.000284044 -0.000397222 0.000580386 -5.36844e-05 0.000266875 -0.00021527 -5.7293e-05 -0.000248494
internal_weight=0 0.0647395 0.0636255 0.0625968 0.0599994 0.0577104 0.0562106 0.0524699 0.0506566 0.0489455 0.0474204 0.043392 0.0264151 0.0232832 0.0216237 0.020027 0.00402833 0.00212622 0.0186677 0.0176649 0.00422505 0.0134398 0.0123146 0.0109474 0.00228908 0.016977 0.00568966 0.0112873 0.00885687 0.00688999
internal_count=3121 3035 3026 3005 2906 2784 2757 2554 2490 2473 2419 2225 1973 1621 1450 1083 194 139 1027 771 185 586 575 540 122 252 77 175 112 94
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=20
num_cat=0
split_feature=43 43 1 0 3 15 3 2 11 48 3 43 15 0 52 1 0 43 1
split_gain=0.00013976 0.000234782 0.000211899 0.000433525 0.000303684 0.000276003 0.000234468 0.000297057 0.000481822 0.00026829 0.000324851 0.000370709 0.000241313 0.000224308 0.00029598 0.000300673 0.000491136 0.000218451 0.000151778
threshold=0.24789500000000006 0.12450000000000001 0.077565000000000009 -0.084044999999999995 0.16158000000000003 0.035560000000000008 0.076840000000000006 0.082850000000000021 0.080320000000000016 -0.032929999999999994 -0.077774999999999983 -0.072864999999999985 -0.037864999999999989 -0.073309999999999986 0.0031350000000000002 0.11061500000000002 -0.23091999999999999 -0.17390999999999998 0.11551000000000002
decision_type=2 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 9 12 -4 18 -12 -9 14 15 16 -8 -5 -11
right_child=-2 -3 4 5 -6 -7 13 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0032275975041763682 -0.001644026541332975 0.0021008393297305022 0.0019364886496250607 0.00073475374312246123 0.0024206616622085599 0.0017151651368915008 0.0018872066415061624 0.004398827765060777 -0.0009092827666976551 -0.0030357063380861827 0.0025669895374061846 -0.001189356120872363 0.001332495664387415 -0.0025339756264761261 0.0017218238249942237 -0.0028257446078603396 -0.0018232788411402438 -0.0018006643289532991 -0.00072410077565552926
leaf_weight=0.0011850795071167127 0.0010440332398286003 0.0010375169962162359 0.0010114901535374088 0.0010625648169870772 0.0011238119616900901 0.0011306928510017578 0.0013406065389265365 0.0010147926039750788 0.0010149017428959795 0.0010424432599802635 0.0010285123712860944 0.0010668218842337929 0.0010315454337614938 0.0010459274961718288 0.0011566105124956039 0.0011025332301954904 0.0015140398257287302 0.0018682368751704054 0.0012390843943990149
leaf_count=733 188 60 32 34 136 424 48 166 132 322 139 123 63 73 43 38 47 277 43
internal_value=0 2.77096e-05 -7.48137e-05 -0.00085179 0.000184287 -0.000158567 1.22554e-05 0.000495161 0.00160575 -0.00013579 -0.000614693 0.000654478 0.00285311 -0.000650171 -0.000264875 -0.00084555 -8.07509e-05 -0.000881446 -0.00178029
internal_weight=0 0.0220172 0.0209797 0.00524657 0.0157331 0.00406149 0.0146093 0.00844959 0.00306124 0.00538835 0.00437686 0.00209533 0.00204634 0.00615972 0.00511379 0.00395718 0.00285465 0.0029308 0.00228153
internal_count=3121 2933 2873 1468 1405 735 1269 1020 361 659 627 262 229 249 176 133 95 311 365
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=18
num_cat=0
split_feature=124 4 43 13 12 131 133 13 4 157 47 48 0 1 47 1 4
split_gain=0.000147478 0.000179127 0.000221577 0.000196356 0.000329139 0.000196874 0.000241445 0.000235416 0.000223367 0.000424692 0.000214002 0.000172052 0.000413171 0.000257039 0.000151602 0.000281153 0.000119309
threshold=0.10093000000000002 -0.49405499999999997 -0.34140499999999996 0.10935500000000002 0.11650500000000001 0.092225000000000015 0.083950000000000011 -0.10664 -0.033174999999999989 -0.06266999999999999 0.092710000000000015 0.085845000000000019 -0.17169499999999996 0.10723500000000001 0.077555000000000013 0.083345000000000016 -0.15289999999999995
decision_type=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 7 14 16 -10 11 12 -11 -14 15 -4 -9
right_child=-2 2 3 4 -6 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0012390364484685243 0.0012610049459065938 -0.0015665001575217519 -6.0878942565213518e-05 0.0022493203738773032 -0.00032432438224063847 -0.0014638411086173942 0.0012165340975913348 -0.00055965413073242513 0.0018432934224318306 0.0021660946353221503 -0.0016634343239257973 -0.00095977829713086819 0.00060386408779390221 -0.0015668007492838332 -0.00036036329957186958 0.0024668942034756854 -0.0020628482627928226
leaf_weight=0.001513359239002198 0.0010009575293674624 0.0010301680587760922 0.0010107316106515692 0.0012253683193428335 0.0011448354487946233 0.0011038850154110316 0.0018449249236068286 0.0013601490405896737 0.0011697429295225437 0.0010397464263718348 0.0013063584862107458 0.0018758732331842221 0.0013961566110658533 0.001215407162375115 0.0010421937510800561 0.0010885194540799503 0.001169794305294485
leaf_count=154 45 115 58 65 35 328 811 72 126 53 106 131 175 64 44 121 618
internal_value=0 -9.41572e-05 -7.62968e-06 7.69194e-05 0.00100622 -5.55819e-05 4.45854e-05 -0.000113529 -0.000360823 -7.82563e-05 -0.000407181 -0.000110263 0.000326178 -0.000406351 0.000715646 0.00124984 -0.0012547
internal_weight=0 0.0215372 0.0200239 0.0189937 0.0023702 0.0166235 0.0155196 0.0136747 0.0105332 0.00800328 0.00683354 0.00552718 0.00365131 0.00261156 0.00314144 0.00209925 0.00252994
internal_count=3121 3076 2922 2807 100 2707 2379 1568 1345 655 529 423 292 239 223 179 690
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=17
num_cat=0
split_feature=38 124 484 52 1 48 2 151 52 4 0 3 16 12 0 51
split_gain=0.000140736 0.000265481 0.000217624 0.000166237 0.000254712 0.000237706 0.000282147 0.0003594 0.000219322 0.000184633 0.000260795 0.000246202 0.000252202 0.000222846 0.000171241 0.000103908
threshold=0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 -0.40306999999999998 0.13686500000000004 0.11951500000000001 0.11548000000000001 0.056735000000000001 0.11434500000000002 0.181285 -0.11756999999999999 -0.0087149999999999988 -0.014034999999999997 0.084100000000000022 -0.059114999999999994 0.080335000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 11 -11 13 15 -5 -15 -13
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17
leaf_value=0.0016102372819655202 -0.0015373475481844034 -0.0016991333395655853 -0.0015410837912339535 0.00030570954984899396 0.0016798542420422852 -0.001909696686719183 0.0017995528683867315 -0.0023779266556956426 -0.0016509054349241421 -9.9469780884325592e-05 0.0024064496724019186 -0.0011415953349556782 0.0019507643660312344 -0.0028666275860121737 -0.00055141716443430017 0.00065189750138363613
leaf_weight=0.001676362964558086 0.0010144952114661257 0.0013480335194869788 0.0010924100158027318 0.0018479663901862509 0.0016097506622176896 0.0010806703513548408 0.0014832713091008651 0.0010795643091672255 0.0010932816917885732 0.0013706769003398733 0.0014580003198312328 0.0010400503737741928 0.0016163594946050387 0.001026519995968922 0.0011549014393033019 0.0011651801007133145
leaf_count=232 57 487 284 155 116 50 150 74 295 56 52 27 55 963 35 33
internal_value=0 3.52867e-05 -0.00010034 1.86115e-05 0.000118682 -4.43317e-05 9.62847e-05 -0.000100285 0.000108572 0.000288691 0.00119217 -3.68291e-05 0.000713158 -0.000748139 -0.00164089 -0.000193966
internal_weight=0 0.021143 0.0194666 0.0181186 0.0170262 0.0154164 0.0143358 0.0128525 0.0117729 0.0106797 0.00282868 0.00785098 0.00382159 0.00402939 0.00218142 0.00220523
internal_count=3121 3064 2832 2345 2061 1945 1895 1745 1671 1376 108 1268 115 1153 998 60
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=15
num_cat=0
split_feature=14 15 15 159 475 49 52 13 43 0 0 0 2 3
split_gain=0.000127696 0.000136994 0.000291379 0.00018027 0.000176984 0.000158166 0.000205286 0.00027211 0.00019996 0.000151214 0.00037327 0.000251263 0.000186303 0.000189214
threshold=0.076175000000000007 -0.24436499999999997 -0.11713499999999999 0.091530000000000014 -0.080559999999999979 0.082865000000000008 0.11434500000000002 -0.084034999999999985 0.0016850000000000001 0.15398500000000004 -0.019414999999999998 -0.098289999999999975 0.083215000000000011 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 10 11 12 -9 -14
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.0011794501708957065 -0.0015200476544143581 -0.0017952159514156706 0.0020849775371443221 -0.0017239079344909317 0.0024534522755605952 0.0014812826792789729 -0.0015793063385861942 0.0015724745399893353 4.9562876547140485e-05 -0.001580780747889643 0.0024686018145090227 -0.0017664128200641908 -0.0018670817089667326 0.00052399802020468885
leaf_weight=0.0019932934904640645 0.001141315794604302 0.0018435120912194637 0.0010018507971210058 0.0010408386546451034 0.0015865800437064844 0.0015547182222558362 0.0016077496225360708 0.0013971076044150248 0.0013100660803266884 0.0014618336857044056 0.0010996769174083185 0.001943624801419408 0.0011656844229395169 0.0016688100172359555
leaf_count=249 101 216 287 236 265 313 276 32 97 31 94 793 75 56
internal_value=0 4.46384e-05 -7.6441e-05 0.000111733 0.000232675 0.000107253 -5.40797e-05 0.000156709 0.00136625 -0.00024431 2.42425e-05 -0.000411046 0.00021149 -0.000459332
internal_weight=0 0.0206753 0.0186821 0.0168385 0.0157977 0.0147959 0.0132411 0.0116334 0.00289665 0.00873674 0.0072749 0.00617523 0.0042316 0.00283449
internal_count=3121 3020 2771 2555 2319 2032 1719 1443 362 1081 1050 956 163 131
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=31 151 151 34 4 14 14 1348 11 1456 4 133 42 4 4 160 157 12 42 131 47 15 15 16 12 160 16 13 3 16
split_gain=0.0014444 0.00070383 0.000786113 0.000687447 0.000961116 0.000763972 0.000763441 0.000797219 0.0010019 0.000645457 0.000586043 0.00116366 0.000662325 0.000601057 0.000678105 0.000955459 0.000509194 0.000502395 0.000498531 0.000482415 0.000416843 0.000363394 0.000853052 0.000579405 0.000345623 0.000339691 0.000287202 0.000251451 0.000364022 0.000352357
threshold=-1.0000000180025095e-35 -0.40381499999999992 -0.15599999999999997 -0.021334999999999996 0.27287000000000006 -0.46885499999999997 0.076175000000000007 0.08257500000000001 0.080455000000000013 -1.0000000180025095e-35 -0.0024449999999999997 0.10622000000000002 0.091735000000000025 0.0061450000000000003 0.033845000000000007 0.089640000000000011 -1.0000000180025095e-35 0.12477500000000001 -0.086739999999999998 0.10340500000000001 0.096475000000000019 -0.10653 -0.016799999999999995 -0.014034999999999997 -0.015429999999999998 0.088020000000000015 -0.15012499999999998 0.10820000000000002 -0.10217499999999997 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 -3 -4 6 -6 7 8 9 -5 11 12 16 -12 15 -15 -11 20 -18 21 -7 -16 24 -24 -23 26 -20 28 -28 -30
right_child=1 2 3 4 5 17 -8 -9 -10 10 13 -13 -14 14 19 -17 18 -19 25 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013463754294508888 -0.0011780557136398338 0.0010711750833033318 -0.0010364714843784228 -0.0009696224113273029 -0.0004581316053680599 0.0011500820293433387 -0.0013061757043792783 0.0010586945933255471 -0.0013460157076221522 -0.00030146709293007025 -0.00095320939627820231 -0.0012640552349184756 -0.00057970771919400757 -0.00040845713563989497 5.151908238548337e-05 0.001341773596103806 -0.00041566800298162255 -6.3964358633079789e-05 0.0012489694465281922 0.00057779189875968215 0.00020738210925261077 -0.00048002187711603916 -0.00046882681673717592 0.0007557188214185231 -0.0013461335213043216 -5.2356119379845464e-05 0.0012798429671614529 -7.6519457240592303e-05 0.00068443537040444318 -0.00016577911441504947
leaf_weight=0.0013138474748783926 0.0010430501999216793 0.0010866119359178575 0.0013411666477800557 0.001488639406065583 0.001482238254055801 0.0028638508703680001 0.0010034809076024933 0.0010169993495949816 0.0012240583147189446 0.0020063460209662773 0.0019482177588781091 0.0010284704952634458 0.0016703336869947636 0.0010695513705112356 0.0023908628294719873 0.0011978430107841831 0.0011148452626397213 0.0014012848786748577 0.0012068926609920504 0.0010214026763115678 0.0012082107662347852 0.0013560696654568742 0.0020204254308424652 0.0010710452860394019 0.0021707442619545159 0.0015083967986502236 0.001280792234915392 0.0010288175502086716 0.003502858248985774 0.0011806745699829424
leaf_count=86 64 45 37 261 35 199 89 46 103 231 155 285 161 57 72 14 213 14 14 31 25 34 45 12 147 64 17 18 514 33
internal_value=0 -8.53386e-05 -5.93707e-05 -8.80701e-05 -5.73933e-05 0.000399037 -0.000149394 -0.000114747 -0.000151481 -0.000104711 -6.14685e-05 0.000119396 0.000217523 -0.000258612 -0.000148576 0.000516173 0.000321318 0.000631166 0.000436765 -0.000298841 0.000870376 -0.000398229 -0.0005607 -4.45809e-05 -0.00101311 0.000534652 0.000642633 0.000537989 0.000643989 0.000470104
internal_weight=0 0.0449342 0.0438911 0.0428045 0.0414634 0.00695558 0.0345078 0.0335043 0.0324873 0.0312632 0.0297746 0.0155284 0.0145 0.0142462 0.0122979 0.00226739 0.0128296 0.00547335 0.0108233 0.0100306 0.00407206 0.00900915 0.00661828 0.00309147 0.00352681 0.00970843 0.00820004 0.00699314 0.00596433 0.00468353
internal_count=3121 3035 2971 2926 2889 273 2616 2527 2481 2378 2117 1550 1265 567 412 71 1104 238 873 341 224 310 238 57 181 660 596 582 564 547
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=31 45 39 14 42 376 151 1348 1455 1374 4 160 2 12 160 0 3 3 13 13 49 3 2 150 43 42 12 4 16 0
split_gain=0.00148005 0.00134165 0.00139725 0.0012656 0.00101684 0.00110928 0.000936467 0.00123109 0.000999593 0.00100265 0.000840182 0.00113408 0.000917993 0.00117219 0.00110996 0.00130287 0.000946755 0.00106233 0.000835911 0.000858613 0.000949085 0.000977514 0.000888189 0.000747202 0.000717429 0.000557392 0.000748341 0.000669858 0.000544138 0.000407359
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.16946000000000003 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.086165000000000005 0.093235000000000012 -0.49405499999999997 -0.40698999999999991 0.088930000000000023 0.098810000000000023 0.083670000000000008 -0.13027499999999997 -0.074084999999999998 -0.077774999999999983 -0.53104499999999988 -0.08971999999999998 0.10299000000000001 0.11924500000000002 0.11728500000000001 0.081835000000000019 -0.45785999999999999 0.091295000000000015 0.11232500000000002 -0.083854999999999985 -0.0087049999999999992 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 8 9 10 24 -12 14 18 15 -13 17 25 -14 -20 21 22 23 28 -8 26 27 -17 -21 -18
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 12 13 -15 -16 16 29 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013199416269570174 0.0013201637905481231 -0.0013197728213258809 0.0013200671133142855 -0.0012030645926030909 -0.0013064896642221923 0.0009568619403739684 7.2717348994633501e-05 0.0013121761148597246 -0.0013196887100987043 -0.0013023240171310155 -0.0011732409041592493 0.00081678565155611385 -0.00072846161868325905 -0.00066947959455800001 -0.0012479102397876959 1.4574772931080896e-06 -0.0013112300916794854 0.0009374870031821932 0.0008521578420743679 -0.00076327420445126493 0.0010078539675828575 -0.00067357740363981164 0.0011558010003889913 0.00048673599680328468 -0.0012638957334309229 0.00047225397930436325 0.00055075803049456406 -0.0010114969222557359 0.00026742457035673736 -0.00025941191671627231
leaf_weight=0.0013763303493004022 0.0011896424930455387 0.0011431889441269041 0.001184823375524501 0.0018429551269036884 0.0010935457078069524 0.0017964513715256194 0.001171422019979218 0.0010938628104213413 0.0011487867549406774 0.0011250073514190708 0.0013621911452788007 0.0023728072018229683 0.0012318087323706086 0.0022992407434614384 0.0015611667712969171 0.0017659154744153931 0.0017659385525332638 0.0015733979830905289 0.0051662779884615864 0.0022013541943337591 0.0022389234233664021 0.002435126930492971 0.0016131700485746414 0.0038112542672070759 0.0017346625441945129 0.0014770873502203408 0.0011039568022397361 0.0031903861608555406 0.0014992912486935248 0.0010065792653879716
leaf_count=86 9 17 21 99 45 49 8 30 158 35 180 35 18 229 116 259 55 52 177 213 94 26 78 72 125 116 11 517 128 63
internal_value=0 -6.56941e-05 -9.67949e-05 -0.000129187 -8.9591e-05 -6.07961e-05 -9.96577e-05 -7.09366e-05 -0.000104665 -7.273e-05 -4.02444e-05 9.91953e-06 5.19852e-05 0.000223254 -0.000191606 -7.59307e-05 -0.000254185 -4.87203e-05 0.000324882 0.000393297 0.000221503 6.92066e-05 0.000267427 7.66497e-05 -0.000725117 -0.000254588 -0.000431744 -0.000650584 -0.000345694 -0.000929361
internal_weight=0 0.0542002 0.0530106 0.0518258 0.0499828 0.0488396 0.0470432 0.0459496 0.0448558 0.043707 0.042582 0.0396759 0.0383137 0.0224964 0.0158172 0.0142561 0.0118833 0.00911074 0.0201972 0.0189654 0.0137991 0.0115602 0.00912507 0.0075119 0.00290608 0.00753735 0.00606026 0.0049563 0.00370065 0.00277252
internal_count=3121 3035 3026 3005 2906 2889 2840 2795 2765 2607 2572 2439 2259 1035 1224 1108 1073 955 806 788 611 517 491 413 133 903 787 776 341 118
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 160 11 2 403 0 1373 48 1374 150 3 15 47 13 2 52 403 42 15 13 16 10 16 3 1 1
split_gain=0.00124619 0.000784118 0.000941169 0.000724296 0.000721389 0.000730348 0.000718754 0.00057271 0.000551933 0.000638848 0.000597246 0.000515858 0.000468109 0.000706865 0.000815711 0.000527545 0.00102133 0.000934443 0.000441387 0.000599424 0.00043723 0.000626866 0.00116296 0.000345762 0.000299765 0.000263947 0.00019225 0.000190988 0.000190468 0.000147632
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.097839999999999996 0.08962500000000001 -0.22361499999999998 1.0000000180025095e-35 0.113445 0.090990000000000015 0.051010000000000007 0.075690000000000021 -0.032929999999999994 -0.094929999999999987 0.081835000000000019 0.090900000000000009 -0.016799999999999995 0.10783500000000001 -0.061684999999999997 0.11018500000000002 0.090645000000000017 -1.0000000180025095e-35 0.081660000000000024 1.0000000180025095e-35 0.24813000000000004 -0.15241499999999997 0.10887000000000001 -0.105305 0.11296500000000002 0.091195000000000012 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 3 -3 5 -5 8 11 9 10 12 -4 -7 15 -15 16 24 -18 19 -11 -17 22 28 -19 -14 27 -9 -13 -22 -24
right_child=1 2 7 4 -6 6 -8 26 -10 18 -12 25 13 14 -16 20 17 23 -20 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016411632692710097 -0.0014453540942771304 0.0011489159469636426 0.00091364672748342338 -0.0011222667562559077 -0.0013804765519589625 -0.00085792809169018571 -0.0011040998515593613 0.0013850346712729162 -0.0011497243533113378 0.0010342057654754498 -0.0012673796648254685 0.000580076206308304 -0.00042542438725516656 -6.858403942956666e-05 0.0014735721245136483 -0.0007644351889831754 0.0013497553022296406 -0.000980054495319155 0.001317662467081626 -0.00035441681337189396 0.00042819004093903949 0.0012006143635048246 -0.00040265310164935798 0.00025433534727781052 -0.0013975523105413956 -0.00087565575020926594 0.00051172115158907238 -0.00040799945764505746 0.0013268592356796478 -0.0012690214497593796
leaf_weight=0.001182690619595749 0.0010816150172061603 0.0011190580152291565 0.0015601674095648832 0.0019242939609401813 0.0013223717517181202 0.0016674480454099685 0.0017312483813327608 0.0018304920567260297 0.0011058464601851883 0.0014710017482073559 0.0010974670287513524 0.0011012842446795892 0.0013570197210679424 0.0018712299678345081 0.0018225534495215356 0.0011028607308078975 0.0012356223924641085 0.0012998244079494015 0.0014779274831511202 0.0019409253920343872 0.0017327805086111486 0.0017276391245104605 0.0010016502936451843 0.0011524093514481137 0.0023029095736370958 0.0011275523771958618 0.0010782492642817942 0.0010091466514552394 0.0010019638162361844 0.0011231321857900767
leaf_count=86 64 32 31 238 218 33 143 133 215 32 45 39 49 134 39 511 42 41 21 21 64 187 85 5 433 22 54 20 23 61
internal_value=0 -6.63414e-05 -3.02227e-05 -0.000148867 -0.000193594 -0.000143205 -7.87366e-05 0.000486869 -1.41671e-05 3.34238e-05 -8.83352e-05 0.000138635 -2.49027e-05 4.92515e-05 0.000692333 -0.00010871 -0.000423088 0.000186284 0.000568694 0.000244267 0.000191676 0.000351753 4.99694e-05 -0.000399962 -0.00103711 -0.000234791 0.0010613 0.000107607 0.000757447 -0.000860604
internal_weight=0 0.0423777 0.0412961 0.0335892 0.0324701 0.0311478 0.0292235 0.00770689 0.0274922 0.0263864 0.0214965 0.00479815 0.020399 0.0187316 0.00369378 0.0150378 0.00734779 0.00368786 0.00488985 0.00341193 0.00769003 0.00658717 0.00485953 0.00245223 0.00365993 0.00323798 0.00290874 0.00211043 0.00273474 0.00212478
internal_count=3121 3035 2971 2672 2640 2422 2184 299 2041 1826 1752 112 1707 1674 173 1501 570 88 74 53 931 420 233 46 482 81 187 59 87 146
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=31 45 14 151 1348 1374 0 0 44 1374 1 3 15 16 52 52 0 4 4 156 47 42 13 16 484 15 2 43 43 12
split_gain=0.00152858 0.00132121 0.00152015 0.00104961 0.00122539 0.000811459 0.000869318 0.0015669 0.0010858 0.000970483 0.00118489 0.00106719 0.000856405 0.00119933 0.00110277 0.00131175 0.00102333 0.000895071 0.000875405 0.000662323 0.000787369 0.000571776 0.000562548 0.000558594 0.000488077 0.00046831 0.000459619 0.000390418 0.000823397 0.000359484
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -0.10607499999999999 -0.08824499999999999 1.0000000180025095e-35 -0.094929999999999987 0.077565000000000009 0.11296500000000002 -0.03241999999999999 -0.065999999999999989 0.11434500000000002 0.10744000000000002 -0.060129999999999996 -0.49405499999999997 -0.026489999999999996 0.088855000000000003 0.09585500000000001 -1.0000000180025095e-35 0.25761500000000009 0.22339500000000004 -0.0068949999999999992 -0.11345499999999999 0.089885000000000007 0.084740000000000024 -0.13868499999999997 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 3 -3 5 6 8 26 9 -5 11 -11 13 -9 15 17 -15 -14 23 20 24 -18 -20 27 -12 -22 -8 28 -19 -29
right_child=1 2 -4 4 -6 -7 7 12 -10 10 19 -13 14 16 -16 -17 21 18 22 -21 25 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014288368872112946 0.0014290023674058002 -0.0013954752099334185 -0.0013325196176900232 -0.00064777717223060813 0.0014233382112963334 -0.0013163859214058939 -0.0014283829560255432 0.0011079685699032136 -0.0012233791535100748 -0.0012129658770076573 6.7944748358822257e-05 0.00065009501926183437 -0.0010531053550479419 -0.00093575548402369843 -0.0012089155787036584 0.0013568931203607364 -0.00046493458643387088 -0.00030187659017591451 -0.001424932299384488 -0.00037489025375033293 0.00052906976487047128 0.00073996571384963563 -2.5905935819085557e-05 -0.00071475941300733431 0.00106905468084836 -0.00052392488040705525 -0.00028114789573899614 -0.00073452905983809134 0.00099237230530048069 0.00039724158830307775
leaf_weight=0.0014114321755549488 0.0011621623698374597 0.0011759678465939052 0.0019980961789229914 0.0020337823921181544 0.001155701612653103 0.0010344534906252525 0.0024643271071722516 0.0025970403738688752 0.0010353863086436368 0.0015866306878322611 0.0011565538131890216 0.0010373523155067232 0.0022925775773643348 0.0018495708077526096 0.0021688365248480048 0.0011360686212711366 0.0011690851624308607 0.0015016801364335928 0.001369917725331707 0.0013468691226421478 0.0022843034047355104 0.0025693240921178528 0.0010251413532103015 0.0012643100405771435 0.0070482907333158087 0.0013835447426799883 0.0010021640138639931 0.0011306227928322699 0.0030188182282440091 0.0011599731635385524
leaf_count=86 9 46 99 18 32 39 307 183 30 90 19 6 127 281 207 44 40 98 172 17 36 75 9 46 183 17 135 29 614 27
internal_value=0 -7.71868e-05 -0.000110851 -6.20295e-05 -2.99112e-05 -6.5146e-05 -3.73894e-05 -0.000198476 0.000198707 0.000281069 0.000400301 -0.000476433 -7.00894e-05 0.000305968 -0.000261653 -0.000113841 -6.67652e-05 -0.000244755 -6.77612e-05 0.000574326 0.000682008 0.000363166 -0.000826116 0.000157157 0.000927938 0.000131871 -0.00109672 0.000319007 0.000562431 -0.000161393
internal_weight=0 0.0531586 0.0519964 0.0499983 0.0488223 0.0476666 0.0466322 0.0277195 0.0189127 0.0178773 0.0158435 0.00262398 0.024253 0.00818502 0.0160679 0.0138991 0.00558798 0.012763 0.0104705 0.0132196 0.0118727 0.00373841 0.00239506 0.0080754 0.00820484 0.00366785 0.00346649 0.00681109 0.0045205 0.0022906
internal_count=3121 3035 3026 2927 2881 2849 2810 2394 416 386 368 96 1952 579 1373 1166 396 1122 995 272 255 115 181 814 202 53 442 768 712 56
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=31 151 4 1374 150 158 14 148 11 157 133 4 42 123 376 42 14 4 16 133 2 3 4 2 16 4 4 51 13 2
split_gain=0.00125237 0.000954393 0.000840456 0.000940506 0.000843209 0.000946209 0.000761873 0.000696349 0.000953674 0.000625124 0.000681626 0.000977228 0.000773753 0.000658516 0.000578246 0.000650554 0.000571848 0.000647713 0.000557778 0.000659755 0.000537732 0.000901782 0.000737433 0.000524852 0.000567186 0.000497234 0.000786984 0.000434849 0.000497326 0.00143984
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.093235000000000012 -0.22665999999999997 0.08962500000000001 0.076175000000000007 -0.043434999999999994 0.079915000000000014 -0.082509999999999986 0.10622000000000002 -0.0024449999999999997 0.091735000000000025 0.085740000000000011 0.089985000000000023 -0.0060199999999999993 -0.46885499999999997 0.50822500000000004 -0.072804999999999981 -0.015164999999999998 0.12299 0.149315 0.0061450000000000003 0.099515000000000006 -0.54165499999999989 0.033845000000000007 0.053925000000000008 0.0038750000000000004 -0.029529999999999997 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 9 -9 11 12 14 20 15 -11 -4 23 -17 -20 21 22 -13 -18 -25 -24 -27 28 29 -21
right_child=1 2 16 -5 5 -7 -8 8 -10 10 -12 13 -14 -15 -16 18 17 -19 19 27 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014287198439475587 -0.0013968453879645755 0.0011948308727593741 -0.00040635182421994051 -0.001362046660800497 0.00088681897165902065 -0.0012438641281850441 -0.0012707484195131243 -0.0011079469228264668 -0.0013104348528799772 -0.00057460195035003738 -0.00082872041846646723 -0.0010782945174078226 -0.00066396882199103939 -0.0012479434795974148 0.0014287540340534616 0.00091468232521057363 -0.00017354348385385606 0.0014284820161712716 0.0011938666705816122 -0.0012109285602322148 -0.00098021681288898519 0.001273921373861111 0.00069766092488892241 0.0014285279974213284 0.00023577242826759625 -0.0011759684009883334 7.4336643075122397e-05 -0.00080942765356403616 0.00065718413722434896 0.0009107354072431167
leaf_weight=0.0011862609749879729 0.0010603955214456553 0.0010337890657012841 0.0015808910491301731 0.0011995006681679845 0.0016103457420371106 0.0014502718582920507 0.0010404536676524847 0.0010548650703139364 0.001227419245324767 0.0014164350981265015 0.0018535786661861833 0.0014704006534449589 0.0014812725295207932 0.0011492945794628886 0.0010744588810212017 0.0036041438572409429 0.0024221775886070773 0.0013641062331180009 0.0012116998389912776 0.0014078277790874347 0.0013166374853206273 0.0010070877954149191 0.0017420695575989242 0.0013218309318290267 0.00211435404362037 0.0012610222625282219 0.0055351709828466156 0.0010229687479821337 0.0025619356050228213 0.0012163584952631368
leaf_count=86 47 13 37 37 76 220 70 194 97 422 370 117 159 24 10 211 37 105 35 163 38 21 53 38 84 35 173 36 88 25
internal_value=0 -5.65901e-05 -2.68282e-05 -0.000116915 -7.7351e-05 -0.000113171 -6.66722e-05 -3.00678e-05 -7.5339e-05 -2.70397e-05 1.05509e-05 6.51759e-05 0.000316037 -0.000213883 0.000423441 0.00033662 0.000371748 0.000542062 0.00045369 0.000229794 -0.000117516 -1.44027e-05 -0.000144036 0.000335661 0.000694601 1.68556e-05 -0.000157655 4.1656e-05 0.000209533 -0.000227498
internal_weight=0 0.0488128 0.0477524 0.038949 0.0377495 0.0367157 0.0352654 0.034225 0.0326146 0.0313872 0.0303324 0.0284788 0.0149971 0.0134817 0.0135158 0.0124414 0.00880336 0.00722247 0.0110249 0.00742079 0.0123324 0.0110158 0.0100087 0.00585836 0.00343618 0.00853826 0.00679619 0.00620909 0.00518612 0.00262419
internal_count=3121 3035 2988 2687 2650 2637 2417 2347 2271 2174 1980 1610 1149 461 990 980 301 264 558 347 437 399 378 159 122 261 208 312 276 188
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=31 156 151 4 403 0 3 0 42 1 376 47 47 151 4 16 40 16 1 48 2 48 15 15 42 16 4 16 1 0
split_gain=0.00136331 0.000945851 0.000809644 0.000801126 0.000741071 0.000689596 0.00109575 0.000964129 0.00082713 0.000665237 0.00063203 0.000775741 0.000626583 0.000658187 0.00051858 0.00104435 0.000514434 0.000686461 0.000485643 0.000584208 0.000429986 0.000501787 0.000389257 0.000753902 0.000428901 0.000368221 0.000348164 0.000326964 0.000209062 0.000191853
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.088999999999999982 -0.062294999999999996 0.090900000000000009 -0.053834999999999994 0.090835000000000013 0.10089500000000001 0.11430500000000002 0.085270000000000026 0.086785000000000015 -0.024429999999999997 -0.0024449999999999997 -0.083539999999999989 -0.07334499999999998 0.22339500000000004 0.090540000000000023 0.12474000000000002 0.113445 -0.032929999999999994 -0.11713499999999999 -0.093959999999999988 0.093775000000000011 -0.5224049999999999 -0.15464999999999998 -0.014034999999999997 0.086105000000000015 -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 -3 4 -4 6 9 -7 10 14 11 16 13 -8 15 29 -9 26 -15 -20 21 -5 -11 -24 -25 -23 -18 -16 -17 -6
right_child=1 2 3 20 5 7 12 8 -10 22 -12 -13 -14 18 27 28 17 -19 19 -21 -22 25 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012940360016490595 -0.0012937534939990022 -0.0011307715506632429 -0.0010228808140224348 0.00072624103956800109 0.0006637765743164949 0.0010604757839043143 0.001001223333254564 0.00084572920554792745 -0.00071867550639809034 -0.0007251734033122282 -0.00070555017110520324 0.00093328499065470176 -0.00048230240683448151 -0.00039102066648312179 -0.0011958591650831501 -0.001293722039115365 -7.9543118607036147e-05 -0.00081815467163272532 0.0010122817024999071 -0.00019338775940470437 0.00076617421854490581 -0.00058376342891949828 0.00092867826845601572 -0.00082339262839302473 0.00031811810160605017 0.00025267208070228921 0.00063699621173132575 -0.00039610413312512056 -0.0005211842803177091 -9.0416127920131217e-05
leaf_weight=0.0012834576491540508 0.0010129811773280642 0.0010934262722983581 0.0013534138806488008 0.0016793994979309446 0.0011486812214620556 0.0017735803998881758 0.0018973222716809346 0.0012562923438110846 0.0020140357526834416 0.0010388910991423472 0.0012024488160022892 0.0023750471726486921 0.0019151400476857816 0.0019689435609393513 0.0029647829724732677 0.0012716470539376745 0.0031995902797916642 0.0015239246802210005 0.0014513705301411051 0.0012535378918983042 0.002881513780929712 0.0016315145633143402 0.0013694795117373815 0.0011843464174035043 0.0010299069885029155 0.0019144045372563312 0.0017587128485843113 0.0012025508253552522 0.0010877241406914706 0.0011099408263548468
leaf_count=86 163 64 391 31 27 40 35 16 90 13 8 38 29 30 257 590 38 110 38 8 186 11 22 72 39 68 24 127 194 276
internal_value=0 -5.67823e-05 -3.04313e-05 -4.53403e-06 -8.26394e-05 -4.82446e-05 -0.000194938 0.000164402 4.51787e-05 -0.000425186 0.00018113 0.000286552 0.000168842 0.000358615 -0.000634211 -0.000335633 8.80614e-05 -5.87789e-05 9.77522e-05 0.000453537 0.000364962 0.000143713 -2.79323e-05 0.000174191 -0.000292446 -0.000132181 0.000174614 -0.000965077 -0.000937564 0.000293148
internal_weight=0 0.0485646 0.0475516 0.0464581 0.0383513 0.0369979 0.0218943 0.0151036 0.0133301 0.013408 0.011316 0.0101136 0.00848631 0.00657117 0.00878533 0.00461799 0.00773852 0.00648223 0.00467385 0.00270491 0.00810683 0.00522532 0.00462262 0.00358373 0.00221425 0.00354592 0.0049583 0.00416733 0.00235937 0.00225862
internal_count=3121 3035 2872 2808 2512 2121 1757 364 324 1617 234 226 140 111 1471 1087 188 172 76 46 296 110 146 133 111 79 62 384 784 303
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 156 1348 1374 1456 43 34 4 11 403 13 1374 42 49 156 48 133 13 13 0 42 2 2 14 13
split_gain=0.00163372 0.00139554 0.00148223 0.00116307 0.0013628 0.00109466 0.00111004 0.000994905 0.00104109 0.000978539 0.000963759 0.000853498 0.000995918 0.00139518 0.00112154 0.00106164 0.00102967 0.00096191 0.00118668 0.000870592 0.00103118 0.000663591 0.00125096 0.000766497 0.00096804 0.00137445 0.001637 0.00071422 0.000639836 0.000623774
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 -1.0000000180025095e-35 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 0.39192500000000002 -0.021334999999999996 0.27287000000000006 0.080455000000000013 -0.088999999999999982 -0.53104499999999988 -0.094929999999999987 0.11275500000000001 -0.10774499999999999 0.09747500000000002 0.091545000000000015 0.10622000000000002 -0.117405 0.24813000000000004 -0.13455999999999999 0.083995000000000014 0.089125000000000024 0.097220000000000015 -0.46885499999999997 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 9 -8 11 -11 13 14 -13 -16 -17 18 -18 20 21 22 -20 24 -24 27 29 -26 -14 -27
right_child=1 2 -4 -5 5 6 7 -9 -10 10 -12 12 28 -15 15 16 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0012688054950056376 0.0012689556650770065 -0.0012686051062563224 -0.0011304411309052066 0.0012687128314838945 -0.0012379740220060699 -0.0012684010511886889 -0.00093782014662600703 0.001260902797079484 -0.0011934173304943274 -0.00088752574509602092 -0.0011437868964440981 -0.0010029276735207507 -0.00012960096995627985 -0.0012683969664257005 -0.00085947241874591795 -0.00059983551079842315 -0.00043393047500257066 -0.00069667468249743996 0.0010193517943345538 -0.00077120781813560916 0.00091105004272880048 -0.0007044184972101184 0.0006579236886009003 0.0009623804286429538 -0.0010253662665007362 0.00026058641869287458 -0.00099268276700482786 -8.2908297233850339e-06 0.00082268018827351571 0.0012510440934664401
leaf_weight=0.0015379159181136961 0.0012527723829407469 0.0014849824667422231 0.0020987047952232265 0.0010639284877953506 0.0011927640987767765 0.0011019271256165189 0.0016527679819844368 0.0010157785565354507 0.0011621002039170483 0.001413475917239281 0.0010542866367142514 0.0014704192458325762 0.0015049334101604472 0.0012719991687504253 0.001671026761414395 0.0025445214126449392 0.0032294067806191143 0.0016727573556636335 0.0035906992157776962 0.0010152475529556773 0.0055285336743069449 0.0010203300576629984 0.003493485981774549 0.001809967626712706 0.0028036420378647897 0.0023226607241770792 0.0011863149373620985 0.0018392713051307297 0.00461708249236814 0.0018277216822753005
leaf_count=86 9 17 99 21 46 159 230 32 38 35 103 375 33 77 16 38 77 88 38 91 170 44 67 24 379 308 142 70 202 7
internal_value=0 -5.53654e-05 -8.41384e-05 -4.46171e-05 -7.02564e-05 -3.66887e-05 -9.03836e-06 1.8323e-05 -7.07172e-06 2.13304e-05 5.51399e-05 8.27182e-05 0.000113592 3.76631e-05 8.25317e-05 0.000127421 0.00017609 0.000239088 0.00029185 0.000380505 0.000426499 0.000291842 0.000345701 0.000187429 8.33229e-05 -0.000117823 0.000321206 -0.000622456 0.000588587 0.000696759
internal_weight=0 0.0589135 0.0576607 0.055562 0.0544981 0.0530131 0.0518204 0.0507184 0.0497027 0.0485406 0.0468878 0.0458335 0.04442 0.038298 0.037026 0.0355556 0.0338846 0.03134 0.0296673 0.0264379 0.0254226 0.0198941 0.0188738 0.0152831 0.0134731 0.00997961 0.0053367 0.00464291 0.00612202 0.00415038
internal_count=3121 3035 3026 2927 2906 2889 2843 2684 2652 2614 2384 2281 2246 2011 1934 1559 1543 1505 1417 1340 1249 1079 1035 997 973 906 457 449 235 315
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=18
num_cat=0
split_feature=1374 457 484 1 150 41 15 15 52 133 15 15 13 48 1 0 1
split_gain=0.000256321 0.000293382 0.000341408 0.000211874 0.000256094 0.000215628 0.000243341 0.000292085 0.000174154 0.000219559 0.000213448 0.00015033 0.000367265 0.00031383 0.00020393 8.33201e-05 2.76772e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.11456000000000001 0.078065000000000009 -0.24436499999999997 -0.11713499999999999 0.11434500000000002 0.099660000000000012 0.084050000000000014 -0.0063699999999999989 0.0076650000000000008 0.082620000000000013 0.10781 -0.060129999999999996 0.14860500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 10 11 13 15 14 -9 -13 -5
right_child=1 -3 3 16 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0026417154667535271 -0.0026770002266936922 0.0026188686902182462 0.0023307795103521137 0.0023680573900408167 -0.0026282527212420992 -0.0019855738119399454 -0.002212523278811559 -0.0021681229783794029 -0.0013358914126612863 -0.0017011983347148929 -0.0009698802985047757 0.0021618436869764767 -0.00024202744890541975 0.0020188353452795307 0.00095847863368127056 0.0040614820069788072 0.0011167561445451495
leaf_weight=0.0010366812664059913 0.0013438701044465587 0.0012178505998150504 0.0014514043893016837 0.0010071165699876419 0.0010585203864685857 0.0013333906660877295 0.0014730508386868674 0.0014099670425693463 0.0016311381618991936 0.0011319969284575579 0.0016696633577604212 0.0014137345114439981 0.0015267795192492883 0.0019550028827142185 0.0010260006989426529 0.0012284222674043997 0.0010057195614372461
leaf_count=55 482 104 112 87 60 117 158 277 293 278 545 110 91 175 44 67 66
internal_value=0 7.07539e-05 -7.24776e-05 9.97572e-05 -8.08778e-05 7.54331e-05 0.000248085 3.91203e-05 0.000294401 0.000528456 0.000775188 0.00111557 0.00184123 0.000426613 -0.000851235 0.00304505 0.00174284
internal_weight=0 0.0228836 0.0216658 0.0203219 0.0183091 0.0172506 0.0159172 0.0144658 0.0129927 0.0113616 0.0102296 0.00855991 0.00416894 0.00439097 0.00243597 0.00264216 0.00201284
internal_count=3121 3066 2962 2480 2327 2267 2150 2038 1880 1587 1309 764 268 496 321 177 153
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=19
num_cat=0
split_feature=1374 150 15 484 41 15 16 2 1 12 43 0 2 43 151 16 16 2
split_gain=0.000213193 0.000252742 0.000368843 0.000292715 0.0002355 0.000236416 0.000247653 0.000223431 0.000218969 0.000385628 0.000271564 0.000255168 0.000216512 0.000193289 0.000153906 0.000125477 0.000109398 6.85346e-05
threshold=-0.094929999999999987 0.081835000000000019 -0.03241999999999999 -0.0068949999999999992 0.078065000000000009 -0.24436499999999997 -0.36241499999999999 0.098035000000000011 0.12811000000000003 0.098810000000000023 -0.084004999999999982 -0.053834999999999994 0.086950000000000013 -1.0000000180025095e-35 -0.016164999999999995 -0.008904999999999998 0.083160000000000026 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 -2 5 -5 -7 14 9 10 12 -10 -8 -12 -3 17 -17 -15
right_child=1 2 -4 4 -6 6 8 -9 11 -11 13 -13 -14 15 -16 16 -18 -19
leaf_value=-0.00160816598299605 -0.0018862674952787627 0.0017117456454925294 -0.00077949121953993083 0.0014398179589460703 -0.0015477248132593866 -0.0012808791921365787 0.002239614443989413 0.0027198085915095594 0.002429261909415129 -0.0015175515637772634 -0.0014185835179538434 -2.3504640383686482e-05 0.00025807928098162429 0.0001923853748832155 -0.00011848292676883187 0.0015861223394883714 -6.3649910221558031e-06 -0.0010808713947489449
leaf_weight=0.001012536371341354 0.0011254478266179138 0.0011084869054069912 0.0013579041054967425 0.0014448144101186751 0.0011797742372889877 0.0017845963980027664 0.00122824576904046 0.0010729934599460478 0.00101241870981994 0.001908672767596987 0.0012704713196815551 0.0010930682691423508 0.0015401555845095949 0.0010138308418143893 0.0011706493746299618 0.0010124509596822814 0.0011325345595558645 0.0010839784164442534
leaf_count=55 475 91 124 191 113 115 132 120 23 306 681 33 162 96 33 52 120 199
internal_value=0 4.30101e-05 0.000768276 -0.000148574 -3.15021e-05 8.37168e-05 -5.54349e-05 0.00139526 0.000122424 -9.11091e-05 0.000237643 0.0011559 0.00113722 -0.000214066 0.000771672 0.000146617 0.000745302 -0.000465531
internal_weight=0 0.0225405 0.00471003 0.0178305 0.016705 0.0155252 0.0140804 0.00335213 0.0122958 0.0101903 0.00828167 0.00210549 0.0027684 0.00551327 0.00227914 0.00424279 0.00214499 0.00209781
internal_count=3121 3066 368 2698 2223 2110 1919 244 1804 1748 1442 56 294 1148 124 467 172 295
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 156 1348 1374 43 1429 15 51 133 3 159 34 402 3 15 456 4 1374 133 160 49 49 2 3 43
split_gain=0.00164394 0.001475 0.00171942 0.00134024 0.00127811 0.00131799 0.00120495 0.00112768 0.00115595 0.00107787 0.00106441 0.00120227 0.00136889 0.000975638 0.00113942 0.00119671 0.00105082 0.00111938 0.000817714 0.00101639 0.000803373 0.000843905 0.000831992 0.000962877 0.00120806 0.000789453 0.000664802 0.000661903 0.000637705 0.000840187
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 -1.0000000180025095e-35 0.090205000000000021 0.093235000000000012 0.39192500000000002 -1.0000000180025095e-35 -0.24436499999999997 0.11144500000000002 0.10622000000000002 0.14121000000000003 0.091530000000000014 -1.0000000180025095e-35 0.089460000000000026 -0.12018999999999998 -1.0000000180025095e-35 0.041000000000000002 -0.35136499999999998 -0.094929999999999987 -1.0000000180025095e-35 -0.091944999999999985 -0.088694999999999982 0.005085000000000001 0.11237500000000002 0.0022600000000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 9 10 -8 12 -12 14 15 16 -13 18 19 -18 21 -20 -23 -24 -25 -26 -16 28 29 -27
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 13 -14 -15 26 -17 17 -19 20 -21 -22 22 23 24 25 27 -28 -29 -30 -31
leaf_value=0.0014009433972492374 0.0014011099772821901 -0.0014006135762099331 -0.0012651900283419063 0.0014008796546516003 -0.0013751769511396764 -0.0014003994175368585 -0.0010279795832769778 0.0013902969700795588 -0.0012791899248781205 -0.0012744789890641341 0.0013242275878433056 -0.0011058371125115759 -0.000512306861302605 -0.00079986786960437766 0.00095612142785838565 -0.0011206954671961807 0.0011737258534973915 -0.001335348500439177 -0.00070224565480833082 0.00014249671252837933 -0.0010938470495822307 -0.00056859718204630685 -0.00061060345188226341 -0.00067884302757700973 -0.00024639345303099452 0.00068556651286261607 1.1698660694884209e-05 -0.00042551469425287903 0.0011385326055980932 -0.00070823009199281334
leaf_weight=0.0016062343412785998 0.0013755181116721351 0.0013439156104197983 0.0022556489739073973 0.0012742732325961006 0.00137241939509991 0.0011574813396739705 0.0016571140259138408 0.0011923077711344368 0.0013232203354043284 0.0011851524168431373 0.0030158540614833021 0.001457344173928731 0.0010811264493497674 0.0025159581114544407 0.0043169727751646283 0.0017733821757393011 0.0030859955134019401 0.0010206968686072839 0.0023950888809167589 0.0047725625420014101 0.0011893870279680021 0.0025922190624783062 0.0021182143434386172 0.0018349429806336906 0.002202695625626915 0.0055136769701342727 0.002209641897934489 0.0010068111658014791 0.004933930837069056 0.0010022222933905632
leaf_count=86 9 17 99 21 46 159 123 32 38 105 163 26 16 374 64 161 44 206 44 72 132 23 471 149 52 194 29 46 38 82
internal_value=0 -3.33365e-05 -6.47553e-05 -2.00319e-05 -5.05806e-05 -1.92593e-05 1.36453e-05 4.3191e-05 1.35593e-05 4.59072e-05 7.61777e-05 0.000112744 0.000839596 4.79247e-05 9.70432e-05 1.64712e-06 5.83104e-05 0.000108701 0.000153847 0.000547452 2.90684e-05 8.56613e-05 0.000174656 0.000278171 0.000392309 0.000526387 0.000636379 0.000663037 0.000758756 0.000471184
internal_weight=0 0.0641758 0.0628003 0.0605446 0.0592703 0.0579264 0.056554 0.0553965 0.0542042 0.052881 0.0516958 0.0500387 0.00409698 0.0459417 0.0434258 0.0368992 0.0351258 0.0336684 0.0326477 0.00785856 0.0247892 0.0235998 0.0212047 0.0186125 0.0164943 0.0146593 0.00652661 0.0124566 0.0114498 0.0065159
internal_count=3121 3035 3026 2927 2906 2889 2843 2684 2652 2614 2509 2386 179 2207 1833 1740 1579 1553 1347 116 1231 1099 1055 1032 561 412 93 360 314 276
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=18
num_cat=0
split_feature=1374 457 484 1 150 11 3 15 376 0 133 49 160 42 13 0 13
split_gain=0.000180104 0.000239188 0.000252101 0.000171254 0.00022588 0.000191971 0.000177673 0.000543533 0.000228704 0.000358856 0.000238038 0.000268327 0.000311854 0.000215243 0.000194929 0.00012092 6.23711e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.11456000000000001 0.089270000000000002 -0.12018999999999998 -0.015744999999999999 1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -0.030779999999999998 0.079510000000000011 -0.084034999999999985 -0.10607499999999999 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 9 10 -8 12 -12 -9 -14 -16 -11
right_child=1 -3 3 -5 -6 -7 8 13 -10 16 11 -13 14 -15 15 -17 -18
leaf_value=-0.0017641108522702049 -0.0018448632478635515 0.0018828819256402739 0.003531542320462551 0.0012291097789084145 -0.0019835892944517065 -0.0016849079819499142 -0.0018004989481396228 0.0010429658614931646 0.0016034373874526935 -0.0011426835744704157 -0.0011008105212636757 -0.0012408198279114625 0.0023884565252978818 -0.0013813198374018419 0.0014344539198792175 -0.00013332165486447869 -0.0026204727394855015
leaf_weight=0.0010136356271175364 0.001305707599535715 0.0011918128571299915 0.0010512589885394164 0.0020058902380579715 0.0010260695701278513 0.00106024662185522 0.0010473478056028948 0.0014381944409267355 0.0012827708085481069 0.0010197195142040982 0.0013342153358335577 0.0015470140045570346 0.0016214994346834787 0.0011800433493469598 0.0016821591584275063 0.0018050096608746022 0.0010023477988880926
leaf_count=55 482 104 53 153 60 87 690 81 125 20 220 255 103 48 50 362 173
internal_value=0 4.85658e-05 -5.3546e-05 6.27971e-05 -6.64718e-05 4.87528e-05 0.000163552 0.000976302 -7.8092e-05 -0.000273133 8.53337e-05 0.000332536 0.000710318 -4.9663e-05 0.00118332 0.00062295 -0.00187523
internal_weight=0 0.0226013 0.0214095 0.0201038 0.0180979 0.0170718 0.0160116 0.0036695 0.0123421 0.0110593 0.00903725 0.0079899 0.00644288 0.00261824 0.00510867 0.00348717 0.00202207
internal_count=3121 3066 2962 2480 2327 2267 2180 182 1998 1873 1680 990 735 129 515 412 193
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 1374 156 151 1348 15 43 34 16 403 1429 403 1366 13 376 42 1374 160 1 49 158 133 49 3 1 42
split_gain=0.00146976 0.00137537 0.00184642 0.00123932 0.00128292 0.00122428 0.00121037 0.00108144 0.00131087 0.00104201 0.000988013 0.00100208 0.00114742 0.0011079 0.000810944 0.000842183 0.000777706 0.000794101 0.000978984 0.00109109 0.000970478 0.00104987 0.000932808 0.000758901 0.000718759 0.00080819 0.000796675 0.000761455 0.000817021 0.000678436
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.097240000000000007 -1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 -0.47006499999999996 0.39192500000000002 -1.0000000180025095e-35 -0.54165499999999989 -0.092474999999999988 -1.0000000180025095e-35 0.093545000000000003 -0.082084999999999991 -0.53104499999999988 0.088470000000000007 -0.0060199999999999993 -0.094929999999999987 -0.091944999999999985 1.0000000180025095e-35 0.082865000000000008 0.090905000000000014 0.09389500000000002 -0.10774499999999999 -0.10831999999999999 0.10956 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 -2 3 4 -3 6 -6 -8 9 -9 11 -11 -13 -14 -15 16 -16 -18 19 22 -21 23 -19 -22 25 26 27 -23 -29 -28
right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12 12 13 14 15 -17 17 18 -20 20 21 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0013732769861860262 0.0013734641753647872 -0.001373164056522898 -0.0012856407707591124 0.0013733462368015702 -0.001372952289472341 -0.0013455584169442564 -0.0013334143711720566 0.0013729535746113864 0.0013628086012446247 -0.0010043246594436371 -0.0012257989965882962 0.0012302070862130429 -0.001366827172282765 -0.00087745203513798391 -0.0010428181065892795 -0.0010029447762234585 -0.00070742648635283088 -0.0013730244755832174 0.0013732508431246954 -0.00055411803890304467 -0.0009828501555680662 0.00088065404359940027 -4.6848741187395892e-05 0.00043201077541541762 -0.00064748418927190071 -0.00035813126775973385 0.0006574371215807848 -0.0012248772377172665 0.00039478631443940322 -0.00049188389892527323
leaf_weight=0.0013786728968554476 0.0012377831708363365 0.0013878254327224218 0.0023352325177832247 0.0011448358517469606 0.001195900178523778 0.0013173363374150418 0.0010856650170154572 0.0010446090817488587 0.0013974294930036981 0.0017448626702218908 0.001233720932659387 0.0015159042239787221 0.0010661581468975881 0.0017146287566731635 0.0010608420443745095 0.0013017463104207918 0.0019519297478041145 0.0014886047607780553 0.0012744804030306858 0.0027053821506655132 0.0019330642304962167 0.0010233144212179468 0.0030432989431137258 0.0011334808796106266 0.0012137636098432649 0.0022350038358220905 0.020299423745121739 0.0013756416889378889 0.0010239099190130219 0.0010164822558138545
leaf_count=86 9 17 99 21 158 29 46 69 32 32 102 39 348 123 38 207 21 312 27 37 198 7 117 53 91 102 621 37 14 29
internal_value=0 -5.95152e-05 -8.8002e-05 -4.13342e-05 -6.88853e-05 -3.73484e-05 -6.61777e-06 2.31545e-05 5.05307e-05 1.55344e-05 -1.20764e-05 1.77986e-05 5.46645e-05 1.66371e-05 4.88457e-05 8.48766e-05 0.000117979 0.000147497 0.000189461 0.000150265 0.000234702 0.000302983 -0.000482461 -0.000459878 0.000385976 0.000432479 0.000503906 -0.000110896 -0.000533752 0.00060263
internal_weight=0 0.0635023 0.0622645 0.0599292 0.0587844 0.0573966 0.0560792 0.0548833 0.0537977 0.0524003 0.0513556 0.0501219 0.0483771 0.0468612 0.045795 0.0440804 0.0427786 0.0417178 0.0397659 0.0384914 0.0339595 0.0312541 0.0045319 0.00306655 0.0281875 0.0269738 0.0247388 0.00342287 0.00239955 0.0213159
internal_count=3121 3035 3026 2927 2906 2889 2860 2702 2656 2624 2555 2453 2421 2382 2034 1911 1704 1666 1645 1618 1189 1152 429 251 901 810 708 58 51 650
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=31 45 14 151 457 457 4 11 128 43 4 150 15 160 51 151 0 1 160 403 160 133 1 15 42 12 2 2 16 12
split_gain=0.00137918 0.00122002 0.00144615 0.000999352 0.000854194 0.00140435 0.000982578 0.00115715 0.00101251 0.000923854 0.00105353 0.000731623 0.000884774 0.00100913 0.000967742 0.000980192 0.000608922 0.000881404 0.000545165 0.000590541 0.00064095 0.000820919 0.000381444 0.00055106 0.000322288 0.000311128 0.000884101 0.000497295 0.00052601 0.000302174
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 0.080455000000000013 1.0000000180025095e-35 -0.51144999999999985 -0.51843499999999987 -0.091259999999999994 -0.095869999999999983 -0.22361499999999998 0.045645000000000005 0.057610000000000008 -0.15350499999999997 0.11230000000000001 0.090980000000000019 -0.088999999999999982 -0.075414999999999982 -1.0000000180025095e-35 0.10797500000000002 -0.11713499999999999 0.093775000000000011 0.08401500000000002 0.10327000000000001 0.10005000000000001 -0.012324999999999997 -0.015429999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 -7 -11 -12 -13 -14 18 -16 -8 22 19 -15 -21 -22 23 -18 -19 29 27 28 -27 -23
right_child=1 2 -4 4 5 6 16 -9 -10 10 11 12 13 14 15 -17 17 24 -20 20 21 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014865133278728349 0.0014867012391106128 -0.0014557070386259539 -0.0013994528641610908 0.0011164350097600914 -0.0011873334306604097 0.0010258952345607098 0.0010514227413127098 -0.0014220882942724562 -0.001486224185710375 -0.0013834302013230836 0.0011931543678113936 -0.00083172460975288235 -0.0014204960679601935 -0.0010331808424683209 0.00093121660887917647 -0.00054173692203543207 -0.00069175310082679594 0.0010545233718048011 -0.00077500638905821074 0.0008789584050431545 -0.0012595470819593295 0.00025514920937991009 -0.00096488068373674625 0.00083567219207257354 0.00011295962712221848 0.0010313434063207727 -0.00071815525428075948 0.0014831155058836862 -0.00026695950366345886 -0.00054241647203793868
leaf_weight=0.0012851042754986599 0.0010836363317139322 0.0011008675191916941 0.0018409092806592744 0.0014083563424822634 0.0023092748454840431 0.0017919743565926174 0.0025147943132441952 0.0014396442414863478 0.0010604475232964808 0.0012954831568663316 0.0010691714623050066 0.0029193571458732094 0.0010029727624116793 0.0010774823220973681 0.0046643029644461978 0.0012691334380008357 0.0010666492396893545 0.0022634233722627073 0.0021927871106410804 0.0020255045508701395 0.0010825462035161113 0.0018673851216561843 0.001322440488664256 0.001020742196971014 0.001244008003371988 0.0013031136066325895 0.0012986462705595336 0.00122185095345273 0.0014625727980450802 0.0023936427431365918
leaf_count=86 9 46 99 34 206 18 79 102 197 39 28 198 184 279 209 14 31 99 128 149 352 42 19 34 72 101 63 12 123 69
internal_value=0 -7.27586e-05 -0.00010758 -5.66425e-05 -2.28574e-05 -5.9176e-05 3.04569e-06 -0.000119708 -5.92223e-05 -8.67565e-06 -7.45439e-05 -1.13927e-05 -6.13462e-05 3.70273e-05 0.000103904 0.000616159 0.000425211 0.00019755 -8.69487e-05 2.29174e-05 0.000112835 -3.31504e-05 -0.000340442 5.51636e-05 0.000720572 0.000105909 0.000346758 0.000693575 0.000344764 -0.000192885
internal_weight=0 0.0496131 0.0485295 0.0466886 0.0455877 0.0441794 0.0418701 0.032438 0.0309984 0.0299379 0.028146 0.0268505 0.0257813 0.0228619 0.021859 0.00593344 0.00943206 0.00691726 0.0159255 0.0137327 0.0126553 0.0106298 0.00340983 0.00208739 0.00350743 0.00954721 0.00528618 0.00398754 0.00276569 0.00426103
internal_count=3121 3035 3026 2927 2881 2847 2641 2307 2205 2008 1990 1951 1923 1725 1541 223 334 255 1318 1190 911 762 84 65 171 410 299 236 224 111
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=39 31 45 14 42 376 151 1348 1374 1456 49 47 1 0 11 43 2 16 2 42 4 13 2 159 42 3 3 51 2 0
split_gain=0.00152713 0.0015148 0.00138737 0.00164788 0.00130492 0.00121345 0.00111652 0.00125401 0.00118726 0.00107159 0.000958037 0.00108413 0.00128927 0.00122055 0.000952387 0.000997503 0.000974536 0.00133348 0.00093806 0.00140318 0.000920298 0.00114458 0.000905187 0.000800272 0.000955027 0.000739915 0.000686465 0.00116721 0.000651395 0.000610284
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 0.10247500000000002 0.13206500000000002 0.11230000000000001 -0.23051499999999997 0.088215000000000002 -0.073959999999999984 0.089885000000000007 0.22339500000000004 0.10731 0.091735000000000025 0.09173000000000002 -0.079969999999999986 0.10097500000000002 0.091005000000000016 -1.0000000180025095e-35 0.10732000000000001 -0.116045 0.081440000000000026 0.11362000000000001 -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=1 -1 -3 4 -4 6 -6 8 9 -8 11 12 13 -11 15 18 -17 22 19 23 21 -14 25 24 -15 26 -18 -28 -24 -26
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13 20 14 -16 16 17 -19 -20 -21 -22 -23 28 -25 29 -27 27 -29 -30 -31
leaf_value=0.001268747270758799 0.0012688419061867649 0.001269074912611412 -0.0012685795017298559 -0.0011540989326357706 -0.0012524967396609602 0.00091629211347142516 -0.00097001308945446666 0.0012616313654839465 -0.001252357983774166 0.00047618318539782885 0.00051702774388320231 -0.0012056958233000814 0.00068064433982602647 -0.00060641048564802564 -0.0012685872458151188 -0.00081028480210926939 0.00086527947855137978 -0.0012684972388335564 0.00086492746920156295 -0.0011728993511470412 0.00067380723022751002 -0.0011354936681229968 -0.00083285890316479156 -0.00089369161114349492 8.0549530993571111e-05 0.0011910765501641934 -0.0012685206939995505 0.00053148970788565689 0.00019751330376050025 0.00096759447352804057
leaf_weight=0.0013685481229996901 0.0014436174047887098 0.0012007744271613765 0.0014136287370334335 0.0023270679939990649 0.0012575507762999641 0.002078041878711189 0.0019201894852871595 0.0011586646291448224 0.001336536841904489 0.0044497351389622851 0.0050796487993483011 0.001300848659525399 0.0010579638489076615 0.0014038286430944078 0.0013727497922246803 0.005680546552673262 0.0012070522407157122 0.0014912984357167156 0.0021211725224539188 0.0015447197062723461 0.0060620603573084964 0.0011817382712457913 0.0024262746105456756 0.0010121921459376182 0.0022340118390991046 0.0013565793742600363 0.0010921901730323027 0.0012345016990735758 0.0016637905960532606 0.0028257998179981262
leaf_count=84 23 9 17 99 45 49 266 30 37 40 209 22 34 184 57 731 14 89 78 52 168 58 76 54 298 6 148 47 53 44
internal_value=0 -5.07727e-05 -8.06255e-05 -0.00010796 -6.52233e-05 -3.46003e-05 -7.15543e-05 -4.31119e-05 -7.27221e-05 -4.10112e-05 -3.69099e-06 -6.56088e-05 -2.98013e-05 -0.000141839 -0.000237771 -0.000185926 -0.000387303 -0.000157849 0.000106012 -7.24466e-05 0.000417128 -0.000277608 2.65871e-05 0.000154938 0.000319151 0.000394838 8.91679e-05 -0.000313467 -0.000413716 0.000575946
internal_weight=0 0.0618597 0.0604912 0.0592904 0.0569633 0.0555497 0.0534716 0.0522141 0.0510554 0.0497189 0.0477987 0.0427191 0.0414182 0.0331164 0.0286667 0.027294 0.0161522 0.0104717 0.0111417 0.00902055 0.00830176 0.0022397 0.00898039 0.00747583 0.00646364 0.00489032 0.00353374 0.00232669 0.00409007 0.00505981
internal_count=3121 3098 3014 3005 2906 2889 2840 2795 2765 2728 2462 2253 2231 1971 1931 1874 1164 433 710 632 260 92 344 580 526 215 209 195 129 342
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=17
num_cat=0
split_feature=133 3 48 50 2 457 48 160 42 12 475 43 49 16 4 3
split_gain=0.000220281 0.000258312 0.000229488 0.000224657 0.00023116 0.000333486 0.000238051 0.000172048 0.000178092 0.000286405 0.000271256 0.000214021 0.00017817 0.000252533 0.000123386 5.60799e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 -0.0029299999999999994 0.093265000000000015 0.097500000000000017 -1.0000000180025095e-35 0.051320000000000005 -1.0000000180025095e-35 0.084740000000000024 -0.047584999999999995 -0.084119999999999986 0.053180000000000012 -0.083924999999999986
decision_type=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 9 -7 -10 12 -12 -14 15 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 10 -11 11 -13 13 14 -16 -17
leaf_value=-0.0021526695174278257 -0.0018517146968577837 0.0014944561558877935 -0.0016301843830003552 -0.0014875139476625758 0.001487955542629923 0.0002376409643326608 0.001561921219742724 -0.0016094739963554042 -0.0011375298521412044 -0.0023357395675500281 0.0021758395751841821 -0.00075991365050049524 -0.00056897284586266404 0.0013219701553966756 0.0023354812920756201 2.6430505270090998e-05
leaf_weight=0.0010931183027770288 0.0010370803075829818 0.0018696660618324748 0.0014427731791712963 0.0014609036323212079 0.0019200695605482423 0.0018275159091425417 0.0017523060701662993 0.0010305530132851412 0.0016289091854280189 0.0011535138054688809 0.0015411743782680638 0.0014186227029586718 0.0018933261568636599 0.0011578361762485372 0.0011731414353497449 0.0010344074889188665
leaf_count=138 435 149 65 439 233 84 106 148 213 397 117 54 210 116 37 180
internal_value=0 5.27458e-05 -7.2463e-05 3.94311e-05 0.000159205 6.47291e-06 0.000157658 -1.98943e-05 0.000107802 -0.000758132 0.000369939 0.00066872 0.000966768 0.000612424 0.00127706 0.000710671
internal_weight=0 0.0233978 0.0215282 0.0200854 0.0186245 0.0167044 0.0156113 0.013859 0.0128284 0.00298103 0.00984742 0.00821851 0.00679989 0.00525871 0.00336539 0.00219224
internal_count=3121 2686 2537 2472 2033 1800 1662 1556 1408 481 927 714 660 543 333 296
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=31 39 42 376 156 151 4 49 47 47 42 43 16 160 1374 2 1 1 51 2 1 4 52 1 15 42 12 42 52 43
split_gain=0.00143613 0.0013367 0.00116543 0.00102983 0.00091838 0.000747589 0.00111364 0.00105687 0.000838949 0.00092671 0.000996718 0.000682538 0.00122465 0.00116095 0.000648328 0.00055299 0.000609297 0.000928247 0.000545195 0.000530799 0.000958401 0.000659074 0.000606074 0.000588783 0.000761178 0.000797982 0.000507549 0.000472272 0.000327851 0.000287239
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 0.13984500000000002 0.13206500000000002 0.11312500000000002 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 -0.091944999999999985 0.084595000000000017 0.113445 0.10612500000000001 0.11230000000000001 0.12547500000000003 0.089775000000000008 0.10325000000000002 -0.0016099999999999997 -0.082554999999999976 0.11212500000000002 0.095175000000000023 0.083425000000000013 0.081420000000000006 0.094725000000000018 -0.069804999999999992 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 -2 4 -4 -6 7 8 9 10 28 27 13 -13 18 16 -8 -18 19 20 21 22 -15 24 25 29 -24 -12 -7 -21
right_child=1 -3 3 -5 5 6 15 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 23 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001546559412390108 -0.0015463925359552493 0.0015466317766975493 -0.0015461491902301566 0.0011249061802063121 -0.0013406734066180198 -0.00036743325772515135 0.0010982499057489827 0.0011397288684362496 -0.0014473402319590246 0.0008511114664744708 0.0010733002856641838 -0.0014075169619325175 -0.001288782648186171 -0.0010407223910024266 -0.0012082533918500529 0.00096237031537651715 -0.00094665450835103044 0.00054192857746038897 0.0010840063563241434 0.00094273204662724433 0.00084019718837076299 -0.001305290980589766 0.00086484096434749646 -0.00070500369375632924 -0.0008263051817372915 -0.00053105754848299159 -0.00054187836256315829 -0.00011470619920747466 -0.00142632801656738 0.00020202725350202541
leaf_weight=0.0013368456261400033 0.0013259304250894379 0.0011827925406961972 0.0010544796261928715 0.0016454642878391814 0.0011074792437568695 0.0010496601709097941 0.0012252479209564626 0.0014015285738384611 0.0013019726725431715 0.0019518535627156544 0.0017068353358808954 0.0015664673611230908 0.002405147690402564 0.0014095594730565352 0.0010496321765329766 0.0031562301147216587 0.0018636367764202078 0.0021640517210173016 0.0011247417753981184 0.0047581243125929262 0.0013332763789435376 0.0021074183449778646 0.0013570667245872354 0.0014865145712441583 0.0011564331347089238 0.0014230971491895339 0.0011182945995695803 0.0015052321538178148 0.0020916451809509509 0.0016980348955257796
leaf_count=86 18 21 163 49 63 141 33 39 25 44 17 276 213 95 44 162 23 50 29 75 29 99 27 45 98 143 370 29 606 9
internal_value=0 -7.72842e-05 -0.000116851 -7.67086e-05 -0.000120094 -8.63162e-05 -5.43162e-05 -0.00017569 -0.000230557 -0.000181509 -0.000247924 -0.000152715 -0.000242314 -0.000125729 -2.54464e-05 0.000450893 0.000143571 -0.000146848 3.99909e-05 -2.58013e-05 -0.000345346 -0.000609126 -0.000231483 0.000196667 0.000345007 0.000516919 0.000229327 0.000516579 -0.0010725 0.000747919
internal_weight=0 0.0497278 0.0485451 0.0472191 0.0455737 0.0445192 0.0434117 0.0350025 0.033601 0.032299 0.0303472 0.0272059 0.0239938 0.0215887 0.0200222 0.00840917 0.00525294 0.00402769 0.0189726 0.0178478 0.00732562 0.00599234 0.00388492 0.0105222 0.00903569 0.00787926 0.00247536 0.00321207 0.00314131 0.00645616
internal_count=3121 3035 3014 2996 2947 2784 2721 2453 2414 2389 2345 1598 1552 1339 1063 268 106 73 1019 990 620 591 492 370 325 227 397 46 747 84
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=20
num_cat=0
split_feature=1 51 52 47 1 52 52 484 4 3 133 3 4 43 14 0 16 2 15
split_gain=0.00020893 0.000251115 0.000204139 0.000212226 0.000280352 0.00019893 0.000589938 0.000319622 0.00031832 0.000394562 0.000252818 0.000226159 0.000208675 0.000187373 0.000181763 0.000247601 0.000366883 0.000316774 0.000123206
threshold=0.094385000000000011 0.08955500000000001 -0.24456499999999998 0.093140000000000014 0.12337000000000002 -0.088204999999999992 -0.077024999999999996 0.073690000000000019 -0.080924999999999983 0.076840000000000006 0.085815000000000016 -0.083654999999999993 -0.27825499999999997 -0.0095349999999999983 -0.10708499999999999 -0.087184999999999985 -0.071359999999999993 -1.0000000180025095e-35 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 14 13 7 -7 -1 10 11 12 -10 -8 -5 -4 16 18 -17 -16
right_child=2 -3 3 4 -6 6 8 -9 9 -11 -12 -13 -14 -15 15 17 -18 -19 -20
leaf_value=-0.0031778276252839234 -0.0011136038104608754 -0.0024773569677395339 -0.00032805152301837139 0.00010246532856145791 0.0013334250749332224 0.0030384376125887741 6.130137484136395e-05 0.00024835162731289684 -0.0010340211007963626 0.00063806675889692399 -0.0012310137280962901 -0.0038590633846540142 0.0024832009858007063 -0.0023835388515369366 0.0018904094136347046 0.0014335110513955366 0.0037452202889417005 -0.0016434922889909955 5.1494759564888273e-05
leaf_weight=0.0010034312146959276 0.0015803609274893668 0.0010332495827733443 0.0017525402742089033 0.0010221202143512187 0.0011706433302369756 0.0010535550260506472 0.0014295645541793078 0.0010020645019634955 0.0010038872441454644 0.0011374743227179351 0.0011620714762429207 0.001086612564172024 0.0012092130963453646 0.0012302027409303315 0.0013587613508583285 0.0015167193446289379 0.0013205237044244828 0.0010375150245144306 0.0013252446036737808
leaf_count=317 152 230 108 58 59 55 41 89 253 37 155 656 345 55 113 93 65 174 66
internal_value=0 -0.000462558 0.000334237 0.000529231 -0.000370012 -0.000256193 4.39754e-05 -0.00146591 -0.000404867 -0.00139579 0.000436699 -0.00250244 0.00117113 -0.00125537 0.000899579 0.00122761 0.00189348 0.00018365 0.000982434
internal_weight=0 0.0111211 0.0133146 0.0117343 0.00342297 0.0100879 0.00808238 0.0020055 0.00702882 0.00322797 0.00380085 0.0020905 0.00263878 0.00225232 0.0083113 0.00655876 0.00400453 0.00255423 0.00268401
internal_count=3121 2178 943 791 172 1948 1542 406 1487 946 541 909 386 113 619 511 244 267 179
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=18
num_cat=0
split_feature=1 0 3 16 2 48 160 43 4 3 52 39 47 3 52 13 15
split_gain=0.000174249 0.000235776 0.000356031 0.00023607 0.000191055 0.000245381 0.000221622 0.000175637 0.000409558 0.00023222 0.000173297 0.000179176 0.000272829 0.000370208 0.000236426 0.000329602 0.000147097
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 0.13754500000000003 0.12879500000000002 0.032695000000000009 -0.45785999999999999 -0.49405499999999997 -0.10831999999999999 0.13796000000000003 0.088895000000000016 0.092530000000000015 -0.074084999999999998 -1.0000000180025095e-35 0.05868000000000001 -0.012384999999999998
decision_type=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 -3 -9 -10 11 12 14 -14 -2 -16 -5
right_child=4 7 -4 16 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.00048159655376862659 -9.8245922673719884e-07 0.0012986347272123096 0.00048164873566213781 -0.0029563386499657711 0.0013680349952244102 -0.0013711837507934324 0.0014351298411824445 -0.0019212466748101129 0.0011991732509183278 -0.0005599652590141948 -0.0011807906676241733 -0.00076515308811007118 0.0008180832185424471 -0.0017750919341914149 0.0025123368227027388 0.00012189749518133826 -0.0012102850924535649
leaf_weight=0.0018030511846693908 0.0016681728776664108 0.0011284104937772099 0.0016120995182280495 0.0010361708038922335 0.0013998678596499623 0.0010920032439969427 0.0014375069010337258 0.0010377900820817132 0.0018098610333652232 0.0014135465277740344 0.0010510900163325241 0.0015677138161153126 0.0012056410139935636 0.0011261415939323172 0.0015521692498725558 0.0010051124171290837 0.0010055137894887101
leaf_count=653 190 15 48 511 159 42 133 73 45 115 76 95 48 43 128 29 718
internal_value=0 -0.000324693 -0.000801217 -0.00133912 0.000232564 9.67726e-05 0.000247807 0.000157774 -0.000144338 0.000427746 6.18028e-05 0.000222552 0.000458694 -0.000434299 0.000951484 0.0015728 -0.00209642
internal_weight=0 0.0108464 0.00545684 0.00384474 0.0131054 0.0117056 0.0106135 0.00538961 0.0042612 0.00322341 0.00917604 0.00812495 0.00655724 0.00233178 0.00422545 0.00255728 0.00204168
internal_count=3121 2178 1930 1882 943 784 742 248 233 160 609 533 438 91 347 157 1229
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=18
num_cat=0
split_feature=124 123 40 4 43 13 12 16 49 13 48 43 1 15 1 12 4
split_gain=0.000156156 0.000204531 0.000252696 0.000207861 0.00022495 0.000204413 0.000321168 0.000191124 0.000207003 0.000216405 0.000256462 0.00021374 0.000342425 0.000301433 0.000257515 0.000107995 8.51287e-05
threshold=0.11040000000000001 1.0000000180025095e-35 -0.081804999999999975 -0.49405499999999997 -0.34140499999999996 0.10935500000000002 0.11650500000000001 0.22339500000000004 -0.087004999999999985 -0.23438999999999996 0.12649500000000002 0.084740000000000024 0.111945 -0.095869999999999983 0.093205000000000024 0.081420000000000006 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 8 -6 -10 11 12 13 16 15 -15 -11
right_child=-2 2 -4 4 5 6 -8 -9 9 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0020937236469149535 0.0017460932463956521 -0.00036688152017305665 0.0029786749075479506 -0.0022785208778932434 -0.001625428570484769 0.002983709727889243 -0.00048609424331396355 -0.0016875219725405472 0.0018865458666292355 -0.00047108988177182315 -0.0020444822331313686 -0.0017117325493868618 0.0028531675679238895 0.00087186768344177986 0.0026826899452501054 -0.00086803835094868853 -0.0021688755963239271
leaf_weight=0.0012899402086503633 0.0010649433287437384 0.0010021906833734828 0.0010251364454485481 0.0010338337658120081 0.0015956770980582987 0.0012214766406666291 0.0011745766372763811 0.0017316781633837089 0.0014816201603040603 0.0017171178393001734 0.0012699925516825852 0.0011345592183926731 0.0011740650925857743 0.0019502229174826035 0.0012484996761574774 0.0013585808489554041 0.001079774840732739
leaf_count=140 30 112 141 113 114 60 31 283 110 191 50 215 83 97 146 1183 22
internal_value=0 -0.000110583 0.00132483 -0.000252803 -0.000128939 -6.41522e-06 0.00128277 -0.000202641 -1.91069e-05 0.00018736 -4.29144e-05 0.000220153 0.000477162 9.78434e-05 0.000849268 0.00015747 -0.00112654
internal_weight=0 0.0224889 0.00202733 0.0204616 0.0191717 0.0181378 0.00239605 0.0157418 0.0140101 0.0124144 0.0109328 0.00966282 0.00852826 0.0073542 0.0045573 0.0033088 0.00279689
internal_count=3121 3091 253 2838 2698 2585 91 2494 2211 2097 1987 1937 1722 1639 1426 1280 213
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=16
num_cat=0
split_feature=4 11 160 52 0 15 15 15 3 2 43 2 49 151 3
split_gain=0.000150736 0.000279309 0.000216819 0.000268933 0.00020846 0.000268083 0.000686577 0.00026809 0.000299695 0.000233236 0.000164525 0.000188604 0.000337403 0.000146292 0.000234804
threshold=0.27044500000000005 1.0000000180025095e-35 -0.091944999999999985 0.10744000000000002 0.15398500000000004 -0.016799999999999995 -0.053579999999999996 0.095175000000000023 0.10542000000000001 0.086885000000000004 -0.04890499999999999 0.089885000000000007 -0.047584999999999995 -0.072119999999999976 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 8 9 -7 -4 -12 -13 -2 -15
right_child=13 -3 3 -5 -6 7 -8 -9 -10 -11 11 12 -14 14 -16
leaf_value=-0.0016371219734900952 -0.00055626101173673079 -0.0021569317407084936 0.0012423449112533885 0.0015720185811520411 -0.0018070161087212109 -0.00049339154157995496 -0.0035030437169248224 -0.00089004630268195201 0.0029915928454663527 0.0017563781549245455 -0.0014524561283675967 0.0022233676668831515 -0.001226071008153075 -0.00013764847385017216 0.0021842213303646168
leaf_weight=0.0014555756993077087 0.0012659287117564588 0.001243094815628786 0.0016130189863675648 0.0019824942234154532 0.0012258030643899085 0.0018516336012780492 0.0011923358775414146 0.0014993329621730278 0.0012520612355544358 0.0015662941414796849 0.0017055711455284395 0.0010276629231338319 0.0010614981202136109 0.0014318194317972655 0.0018232575272467679
leaf_count=382 75 187 403 193 31 579 145 174 41 346 115 47 113 59 231
internal_value=0 -0.000191734 -5.16037e-05 9.28376e-05 -0.000116696 4.55668e-05 -0.00055556 0.000688667 0.00119552 0.000537584 9.432e-05 -0.000393669 0.000470715 0.000681513 0.00116289
internal_weight=0 0.0186764 0.0174333 0.0159777 0.0139952 0.0127694 0.00660009 0.00616932 0.00466999 0.00341793 0.00540775 0.00379473 0.00208916 0.00452101 0.00325508
internal_count=3121 2756 2569 2187 1994 1963 823 1140 966 925 678 275 160 365 290
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=16
num_cat=0
split_feature=1 0 3 16 43 4 3 2 47 42 1 3 4 15 12
split_gain=0.00013639 0.000205025 0.000262206 0.000210961 0.000173604 0.000193139 0.000290279 0.000155694 0.000181712 0.000195837 0.000249531 0.000157434 0.00012886 0.000456634 0.000173404
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 -0.45785999999999999 -0.49013999999999996 -0.10831999999999999 0.13754500000000003 0.13148500000000005 0.097315000000000026 0.10708500000000001 0.0051600000000000005 0.033845000000000007 -0.10653 0.11232500000000002
decision_type=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 9 10 11 -2 -12 14 -14
right_child=7 4 -4 -5 5 6 -8 -9 -10 -11 12 -13 13 -15 -16
leaf_value=-0.00057651559090657594 0.0020327272385152247 0.001842383208341538 0.00052507132789355801 -0.0027590290199086299 -0.0018824999573786954 0.0016127830035074866 -0.0012643093382627678 0.0017772810622776831 -0.0014258395362795979 0.0021171253482729123 0.00085365442089433883 -0.00016597358888691818 -0.0005670992366042947 -0.0027825510703379875 0.0017409479723446727
leaf_weight=0.0017776358614162713 0.0017912703943547825 0.0011013773066110844 0.0015576675703652398 0.0019000568223368763 0.0010449542541071111 0.0017152383689591488 0.0012624262285489962 0.0013224505873659096 0.0013741171683427931 0.0011394521242971143 0.001250975968166923 0.0010840053528333726 0.0018790808805063701 0.0015676643865916136 0.0010534437095088833
leaf_count=653 202 15 48 1229 75 44 114 159 39 106 145 71 129 80 12
internal_value=0 -0.000407073 -0.00104086 -0.0017041 0.000240485 -0.000198109 0.000392996 0.00030001 0.000124641 0.000342802 0.000108435 0.0012038 -0.000439187 -0.000798576 0.000262015
internal_weight=0 0.0103594 0.00523536 0.00367769 0.005124 0.00402262 0.00297766 0.0124625 0.01114 0.00976589 0.00862644 0.00287528 0.00575116 0.00450019 0.00293252
internal_count=3121 2178 1930 1882 248 233 158 943 784 745 639 273 366 221 141
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 4 150 160 158 1374 156 42 13 0 42 15 1374 133 13 150 49 47 2 47 3 0 14 147 47 43
split_gain=0.00145978 0.00127149 0.0010432 0.00115909 0.000979293 0.00119597 0.0012451 0.0011912 0.000946553 0.000911219 0.00093165 0.000982918 0.00106555 0.000808685 0.000792236 0.000773899 0.000922205 0.00060871 0.000589502 0.000583239 0.00096142 0.000654051 0.000796316 0.000946403 0.00100272 0.000581815 0.000575395 0.000585512 0.00052375 0.000328011
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.27287000000000006 -0.091259999999999994 -0.090969999999999981 0.085900000000000018 0.08926000000000002 0.091255000000000017 -1.0000000180025095e-35 -0.53104499999999988 -0.10607499999999999 0.11159000000000001 0.095175000000000023 -0.094929999999999987 0.10622000000000002 -0.47860499999999995 0.081835000000000019 -0.006494999999999999 0.10254000000000001 0.10672500000000001 0.086380000000000012 -0.13927999999999999 -0.11173999999999999 -0.46885499999999997 0.10271500000000001 0.10954500000000002 -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 -2 4 -4 6 -6 -8 9 10 11 13 -13 -9 15 16 -14 18 -18 20 -20 22 23 24 -22 -16 -7 28 -28 -26
right_child=1 -3 3 -5 5 26 7 8 -10 -11 -12 12 14 -15 25 -17 17 -19 19 -21 21 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.001219458124168392 -0.0012192742125386536 0.0012194975970594201 -0.001206478302916799 0.00091388908802555796 0.00074644799929636735 -0.00032804167925673094 -0.00096473976796126483 0.00022969003902619032 -0.0011451049305337931 -0.0012188318129851454 -0.00080344110304597801 -0.00097160364489555495 -0.00054423101754418892 -0.00097858202506742294 4.7633741640265459e-05 -0.00046310568780084211 0.0012193486666171333 -0.00055696344921934721 -0.00082248249981655515 0.00078531739821358364 -0.0008798637736457765 0.00089980459171255648 0.0011040110147409604 -0.0010142010529326133 0.00071569984900027848 -0.0012192040799428082 0.00086505061007359117 -0.00014168391943274755 -8.1541705466764796e-05 0.00012673187550799953
leaf_weight=0.0013765352062415906 0.0011671649854179114 0.0011439582474963563 0.0011374993085269116 0.0017760669619581995 0.0021654735843057429 0.0015526072258182921 0.0028298568094686774 0.0012148704784742392 0.0013440614463151581 0.00105068101195016 0.002354806085180349 0.0013648279154949662 0.0018395445671757207 0.0025533009503848616 0.0011029864016052215 0.0023299119341775301 0.0012549135781227882 0.0010143895677554573 0.0011735579938361171 0.0035893248655511903 0.0010510550219606646 0.0024129623623991856 0.0012115145787205961 0.0010857518953635292 0.002774335522384595 0.0010531980698549317 0.0044644208869288882 0.0016745928657257991 0.0010785096579013498 0.0028476587964965366
leaf_count=86 18 21 46 49 57 35 388 49 174 28 188 10 33 620 11 108 10 62 100 115 34 48 50 37 101 160 200 17 21 245
internal_value=0 -5.1936e-05 -7.96561e-05 -5.37291e-05 -8.84287e-05 -6.21464e-05 -0.000152317 -0.000204281 -0.000142127 -0.00010162 -6.51984e-05 -7.00697e-06 7.70033e-05 -0.000589031 0.000134849 0.000202252 0.000278787 0.000360999 0.000414512 0.000351958 0.000228084 0.000336392 0.000184837 4.13111e-05 0.00021305 -0.000571159 0.000345197 0.000490022 0.000680868 0.000417375
internal_weight=0 0.0536138 0.0524698 0.0513027 0.0495266 0.0483891 0.039619 0.0374535 0.0346237 0.0332796 0.0322289 0.0298741 0.0261059 0.00376817 0.0247411 0.0225849 0.020255 0.0184155 0.0174011 0.0161462 0.0125568 0.0113833 0.00897032 0.0077588 0.00667305 0.00215618 0.00877013 0.00721752 0.00554293 0.00562199
internal_count=3121 3035 3014 2996 2947 2901 2628 2571 2183 2009 1981 1793 1124 669 1114 943 835 802 740 730 615 515 467 417 380 171 273 238 221 346
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=31 39 3 4 47 150 42 376 50 34 1456 15 41 3 159 15 1 0 16 133 11 160 1374 15 3 3 0 12 15 43
split_gain=0.00177592 0.00150861 0.00114863 0.00096824 0.00156749 0.00136091 0.000949331 0.00102855 0.000889986 0.00104818 0.000836654 0.000860339 0.000894358 0.000823839 0.000806283 0.000902214 0.000782418 0.00148302 0.00113594 0.000779365 0.000790526 0.000862129 0.000748849 0.000946418 0.000943661 0.00116012 0.000930112 0.000761274 0.00110967 0.000736162
threshold=-1.0000000180025095e-35 0.16946000000000003 0.30112000000000005 0.24564500000000003 0.12431000000000002 -0.22665999999999997 -0.094469999999999985 0.088055000000000008 0.11875500000000001 -0.10561499999999999 -1.0000000180025095e-35 -0.098289999999999975 0.078475000000000017 -0.13927999999999999 0.10407500000000001 0.095175000000000023 0.111945 -0.17169499999999996 -0.5315899999999999 0.10622000000000002 0.079915000000000014 -0.091944999999999985 -0.094929999999999987 -0.094549999999999981 0.10299500000000002 -0.10023499999999998 0.15398500000000004 0.084100000000000022 -0.008624999999999999 -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=-1 2 3 5 8 -2 -7 10 9 -5 -8 -12 14 29 15 19 17 -15 -18 20 21 -13 -23 -24 25 26 -25 28 -27 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 13 11 12 -14 16 -16 -17 18 -19 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0014007909720356343 0.0011050978982413725 0.0014007473756257375 0.00064185847048588748 -0.0010439931381163127 -0.0011783334074224102 -0.0012348224198921965 -0.0014004241496773872 0.00072555510404882317 -0.0010201718552282984 -3.1230160539889627e-05 -0.001133873532169756 -0.0010537277316279374 -0.0013924858031463189 0.0006352432457463154 -0.0013685235788524592 -0.00087754423357055934 -0.00025517356053314982 -0.00098691198145179791 0.0012097936735030743 -0.0010652767823300349 -0.0010757847328856881 -0.00069445869720769187 0.0012345884749479228 0.00095243583077842409 0.00074961774973533431 -0.00074307863143814894 -0.00020368573731941909 -0.00098044906085731007 0.00058423733449366349 0.0014004572071634185
leaf_weight=0.0013110200914425709 0.0011047885273569582 0.0010717500942050142 0.0025651656652172497 0.001136033331931686 0.0020302364018220933 0.0029519591569879813 0.0017551265386137596 0.0015012096257152044 0.0011959040486999592 0.0010183596562569619 0.0029405472801817814 0.0014527085949014298 0.0015132122663032979 0.0019799915513658561 0.001298713978767462 0.0037874165918991834 0.0018424642499255146 0.002501180705174022 0.0023767882765186581 0.001680433157239313 0.0014594453190710501 0.0022760549966704948 0.0014704468005355366 0.0028505952521982033 0.0031756373883240476 0.0025319015159546154 0.0026174508863192614 0.003103622097285097 0.0024113929419247362 0.0022832834021357948
leaf_count=86 15 21 124 6 23 234 257 18 14 15 203 116 61 34 95 263 14 69 93 234 81 42 26 37 32 111 16 672 58 51
internal_value=0 -0.000246182 -0.000275208 -0.000315595 -2.6759e-05 -0.000428448 -0.000469996 -0.000410308 0.000136347 0.00024162 -0.000457251 -0.000409365 -0.000342008 0.000363308 -0.000289225 -0.000240584 0.000137304 -0.000270168 0.000570071 -0.000144201 -7.79113e-05 -1.13808e-05 6.27113e-05 0.000157605 6.27219e-05 -9.86794e-05 0.000399022 -0.000436878 -9.55994e-05 0.000958867
internal_weight=0 0.0618838 0.0608121 0.0582469 0.0163642 0.0418827 0.0407779 0.0378259 0.014334 0.0131381 0.0363247 0.0345696 0.031629 0.0120021 0.0301158 0.0288171 0.00870042 0.00448117 0.00421925 0.0250297 0.0233493 0.0218898 0.0204371 0.018161 0.0166906 0.013515 0.00546805 0.00804692 0.00494329 0.00330164
internal_count=3121 3035 3014 2890 319 2571 2556 2322 296 282 2304 2047 1844 276 1783 1688 210 103 107 1425 1191 1110 994 952 926 894 53 841 169 66
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=17
num_cat=0
split_feature=124 123 484 133 12 3 1 12 156 457 15 52 1 48 0 4
split_gain=0.000159203 0.000190412 0.000220215 0.000220896 0.000242914 0.000220232 0.000240396 0.000360523 0.000317377 0.000205209 0.000222391 0.000188458 0.000174661 0.000153491 0.000134902 4.89379e-05
threshold=0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.015429999999999998 -0.20241999999999996 0.13686500000000004 0.11650500000000001 0.091255000000000017 -0.0029299999999999994 0.050935000000000008 -0.081429999999999989 0.094825000000000007 0.10607000000000001 -0.15202999999999997 0.053925000000000008
decision_type=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 9 -7 11 -11 14 15 -13 -14
right_child=-2 -3 3 -5 5 6 -8 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.0021720464161547252 0.0018095101708583824 0.0013068241459345377 -0.0020175106283631871 -0.0021678492218185769 0.0019566384706106673 -0.0016452566207802383 0.0021901903009999666 -0.0025231270308902713 -0.0023104991682453037 0.0022263627968486868 -0.00094059004651823874 0.0010181319404521431 0.0027542936942584069 -0.00015393944204650429 -0.0011187707184677454 0.0013244668332246269
leaf_weight=0.0013167667937881702 0.0010441693945233413 0.0019861331439274812 0.0012865644847894755 0.0011640628796805155 0.0014569458501902883 0.0011160814930715199 0.0010758809911024505 0.001382352137254573 0.0011789667945360524 0.001876621914482568 0.0019342964419856177 0.0010675463637426219 0.0010233909644856709 0.0012210297483932209 0.0019503714084145932 0.0012319722282221335
leaf_count=488 30 253 133 378 114 116 62 66 145 207 693 24 34 32 271 75
internal_value=0 -0.000121187 -0.00026102 -0.000128343 5.01951e-06 0.000162576 -1.10038e-05 -0.000180373 7.66463e-05 0.00032306 0.000536233 0.000877487 0.000487711 0.00122612 -0.000362871 0.00197326
internal_weight=0 0.022269 0.0202829 0.0189661 0.017802 0.0165155 0.0150585 0.0139826 0.0126003 0.0114213 0.0103052 0.00837093 0.00649431 0.00347639 0.00301792 0.00225536
internal_count=3121 3091 2838 2350 1972 1839 1725 1663 1597 1452 1336 643 436 141 295 109
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=31 146 1 14 147 47 50 457 457 4 15 48 47 151 160 52 133 4 4 1 16 3 52 1 3 13 40 14 160 3
split_gain=0.00109296 0.00085676 0.000896778 0.000854289 0.000775599 0.000752426 0.000682833 0.000665283 0.00073426 0.000693893 0.00110563 0.000989296 0.00113058 0.000962422 0.00083269 0.000968636 0.000839722 0.000837118 0.000796218 0.000783261 0.000953272 0.000533906 0.000599051 0.0005424 0.000558711 0.000471352 0.000920661 0.000725903 0.00038105 0.000364348
threshold=-1.0000000180025095e-35 0.12035500000000002 0.12337000000000002 0.076175000000000007 1.0000000180025095e-35 0.11893500000000001 0.11720500000000002 -0.15747999999999998 -0.0029299999999999994 0.181285 0.091650000000000023 0.093265000000000015 0.086380000000000012 -0.084084999999999979 -0.090764999999999985 -0.11592499999999999 0.10622000000000002 -0.0016099999999999997 0.0061450000000000003 0.111945 -0.50992999999999988 -0.012304999999999998 0.10744000000000002 0.080000000000000016 -0.10217499999999997 -0.041739999999999992 0.051255000000000002 -0.073394999999999974 0.11205000000000002 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 6 7 -2 -9 10 11 12 14 -11 -10 -16 17 21 -19 20 -15 22 23 24 -17 -4 27 -27 -13 -22
right_child=1 -3 4 -5 -6 -7 -8 8 9 13 -12 28 -14 19 15 16 -18 18 -20 -21 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001373186604554225 0.001055432064614194 -0.0013111236002502694 0.00072492443841317756 -0.0012943301332495011 0.0013731788773451948 -0.0011808540625040382 -0.0011122646951081915 -0.00091958323384365665 -0.0011799562380188282 -0.00069203850582042934 -0.0013729526316037235 0.00033300766614727576 -0.0013254463616689841 0.00082477528411938018 -0.0010430413832793308 -0.00072365538000472151 -0.00089496352857024099 -0.0013590682689782784 0.0001158674192710886 0.0012628068130134354 0.00022299892306381367 0.00081764228504414924 0.0010962845070565605 0.00075840856941102822 0.00025090452460356386 0.00047481750030394724 0.001093952952875076 -0.00087197360247362021 0.0013610470968740791 -0.00088366867698948335
leaf_weight=0.0010283255275380645 0.0010660749706090647 0.0010056252940557888 0.0021696572977600859 0.0011274515177142055 0.001275807194595302 0.0011363745713133247 0.0010973037669141919 0.0017210471914246286 0.0011855401563884973 0.0014087902928849871 0.001255612333029176 0.0020287283479558651 0.0014602333030051531 0.0025689264840345061 0.0014939959637361123 0.002214133853787094 0.0014035928193021361 0.0010877273474197017 0.0018857497412974045 0.0020572809976400208 0.0010030927171555959 0.0037440005633229126 0.0011124896516108151 0.0013493152006898157 0.0022207724071687807 0.0011533900058111612 0.0010035454842522995 0.0021797799816205546 0.0010218046527086244 0.0012713749078159253
leaf_count=86 28 4 131 95 27 56 156 173 136 25 385 132 125 53 272 39 177 68 84 58 37 59 11 145 422 18 10 65 12 32
internal_value=0 -5.76588e-05 -3.00786e-05 -0.000117196 0.000394429 -8.11254e-05 -4.60781e-05 -1.22262e-05 -4.62083e-05 1.09955e-06 -0.000119635 -4.87741e-05 -0.000164399 0.000342021 -6.85994e-05 1.11956e-05 0.000116073 0.000220309 -0.000423679 0.000553127 0.000251683 0.000400267 0.000173687 -3.75778e-06 -0.000235646 0.00020251 -5.88531e-05 -0.000405938 0.000677359 -0.000395603
internal_weight=0 0.0467092 0.0457036 0.0379214 0.00778218 0.036794 0.0356576 0.0345603 0.0334942 0.0317732 0.0234637 0.0222081 0.0191576 0.00830947 0.0176973 0.0165118 0.0150178 0.0136142 0.00297348 0.00690068 0.00484339 0.0106407 0.00689671 0.00578422 0.00443491 0.00650637 0.00433672 0.00333317 0.00305053 0.00227447
internal_count=3121 3035 3031 2780 251 2685 2629 2473 2445 2272 2067 1682 1538 205 1413 1277 1005 828 152 180 122 676 617 606 461 224 93 83 144 69
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=19
num_cat=0
split_feature=14 44 15 14 2 457 151 150 159 52 16 2 133 1 13 2 0 3
split_gain=0.000162876 0.000164009 0.000240832 0.000261277 0.000163833 0.000156032 0.00022596 0.000267733 0.000230065 0.000175232 0.00023388 0.000310693 0.000416576 0.000369057 0.00027202 0.000205467 0.000190034 0.000181109
threshold=0.076175000000000007 1.0000000180025095e-35 -0.15026499999999995 -0.45687499999999998 -0.0091949999999999983 -0.0029299999999999994 0.056735000000000001 0.095565000000000011 0.091005000000000016 -0.40306999999999998 0.23311500000000004 0.10097500000000002 -0.0061299999999999992 0.09697500000000002 -0.084034999999999985 0.086950000000000013 -0.10607499999999999 0.090900000000000009
decision_type=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 7 8 9 -7 11 12 -11 -13 -14 16 -16 -12
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 17 13 14 -15 15 -17 -18 -19
leaf_value=-0.00017378242985815182 -0.001640197123911957 -0.0016526651203991613 0.0016797453192126464 0.0026070842503160482 -0.0015460299981623371 -0.00159529770597384 -0.0019144437093047502 0.0020833599305279229 -0.0019525351368868925 -0.0019860582994290612 0.0028704432066772529 -0.0029050966186102583 0.002374273698550203 0.00057459311613730884 0.0024826720323882752 -0.0011910393314095557 -0.00016850416563831257 0.00035485631203331755
leaf_weight=0.0012056047911639389 0.0011885832905154095 0.0010653734053676081 0.0010395550455140025 0.0015255638016286001 0.0014515985510735732 0.0010739586199576797 0.0011589419371174072 0.0012807437427397881 0.0011610032354950348 0.0011225333114048856 0.0011005873819418541 0.0013869766555676399 0.0018751325824265513 0.0010810222473915942 0.0010243468244794923 0.0012413812180316897 0.0011370972219465593 0.0011842182363324127
leaf_count=65 101 60 99 245 232 264 75 116 209 574 51 166 179 85 16 279 287 18
internal_value=0 5.63064e-05 0.000142799 0.00137954 -4.15852e-05 -0.000145142 -1.66652e-05 0.000133271 -5.32778e-05 0.000127061 0.000292908 -3.52387e-05 0.000483656 -0.00138094 0.00100892 0.000256545 0.00108794 0.00156661
internal_weight=0 0.0221156 0.0210503 0.00273117 0.0183191 0.0172795 0.0158279 0.014669 0.0133883 0.0122273 0.0111533 0.00886849 0.00640049 0.002468 0.00527796 0.00340283 0.00216144 0.00228481
internal_count=3121 3020 2960 310 2650 2551 2319 2244 2128 1919 1655 1586 1335 251 761 582 303 69
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=18
num_cat=0
split_feature=14 157 0 0 16 15 0 1 457 15 51 0 3 42 0 16 15
split_gain=0.000133907 0.000141401 0.000187027 0.000166376 0.000380469 0.000324455 0.000315802 0.00022851 0.000244853 0.000214887 0.000185068 0.000158517 0.000182529 0.000153676 0.000204387 0.000351358 0.000137822
threshold=0.076175000000000007 -0.073574999999999988 -0.11013499999999998 -0.062294999999999996 -0.056919999999999991 -0.03241999999999999 -0.11991499999999998 0.077565000000000009 -0.0029299999999999994 -0.095869999999999983 -0.020969999999999996 -0.20211999999999997 -0.034684999999999994 0.075730000000000006 0.18019500000000002 0.22339500000000004 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 10 -6 -3 -9 11 -5 -10 -13 14 15 -7 -11
right_child=-2 3 -4 5 6 13 -8 8 9 16 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0022816936137159335 -0.0014101236814840087 -0.0016379157715149064 -0.00014274843492010738 0.00049309223094810102 -8.7235628004330451e-05 0.00089555389203930494 -0.0030142182900226825 -0.0016248867560916486 -0.0014014557137973012 0.0024738741574242018 0.0029123216055186871 -0.00070914252990262933 0.0015957026868034466 -0.001334544766621041 0.0018573349502582247 -0.0018967188662090328 0.00064556133455118863
leaf_weight=0.0011055142819031971 0.0011733432302083449 0.0012455193121483354 0.0011478903539527954 0.001071853623829222 0.0011276676003193487 0.0019303327079605061 0.0015479943751943699 0.0010058987308383394 0.0011210538847130636 0.0012912435391436716 0.0011711787247542516 0.0011500600737939237 0.0012905237746081433 0.001413564339189044 0.001071602726369747 0.0013591862176909331 0.0016780603666175509
leaf_count=39 101 782 359 79 78 67 686 45 39 69 141 46 115 95 16 92 272
internal_value=0 4.89638e-05 0.00104668 -6.64747e-05 -0.000391743 0.000398362 -0.00178063 3.14e-05 0.000307267 0.000604858 0.00175627 -9.1916e-05 0.000509606 -0.000129084 0.000261641 -0.000258177 0.00144063
internal_weight=0 0.0217291 0.0022534 0.0194757 0.011458 0.00801772 0.00267566 0.00878236 0.00753684 0.00653094 0.00224303 0.00356164 0.00244058 0.00577469 0.00436112 0.00328952 0.0029693
internal_count=3121 3020 398 2622 2132 490 764 1368 586 541 220 200 161 270 175 159 341
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=17
num_cat=0
split_feature=124 123 484 42 1 12 43 52 151 4 42 1 52 2 2 160
split_gain=0.000132504 0.000164505 0.000191397 0.000202024 0.000176762 0.00031721 0.000257316 0.000211856 0.000228604 0.000352226 0.000397605 0.000230568 0.000209287 0.000223447 0.000186789 0.000106215
threshold=0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 0.13686500000000004 0.12302 -0.20207499999999998 0.10898500000000001 -0.0083949999999999979 0.076415000000000025 0.084050000000000014 0.10205500000000002 0.077655000000000016 0.089885000000000007 0.10912000000000001 0.069910000000000014
decision_type=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 8 11 10 12 -8 13 -10 -11 -15
right_child=-2 -3 3 4 -6 -7 7 -9 9 14 -12 -13 -14 15 -16 -17
leaf_value=-0.0018991894872432858 0.0015552749825035891 0.0011481383839278189 -0.0014559992125850346 0.0020185866305519676 0.0018239752328160113 -0.0023639490124702902 0.00014579258176655372 -0.0017597356915050285 -0.001547244061044038 0.0026553227507104711 -0.0025925299186517147 -0.0023410781761133998 0.0020579225885543114 -0.00017009892252241676 0.00026291967360130204 0.0018095035051616654
leaf_weight=0.0012672676912870986 0.0010102387117558722 0.0019199725458658437 0.0019700930769686589 0.0012870468566319468 0.0010559084381882569 0.0011092601080999751 0.0017075884357828927 0.0013336928697092751 0.0013523005871824978 0.001791131563468884 0.0010729442613444662 0.001315587683826891 0.0011678621397415156 0.0011431846808189761 0.0010214131517578551 0.0010242395028399187
leaf_count=488 30 253 757 36 102 38 177 281 90 67 494 74 31 130 50 23
internal_value=0 -9.90791e-05 -0.000221132 -0.000105258 5.71798e-05 -6.45443e-05 0.000114863 -7.46332e-05 0.000119172 0.000491409 -0.000140907 -0.000936412 0.000420246 -0.000123143 0.00178649 0.000765383
internal_weight=0 0.0215395 0.0196195 0.0183523 0.0163822 0.0153263 0.014217 0.0129299 0.0115963 0.00857308 0.00576053 0.00302318 0.00468759 0.00351972 0.00281254 0.00216742
internal_count=3121 3091 2838 2350 1593 1491 1453 1417 1136 885 768 251 274 243 117 153
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=31 39 42 45 14 1374 453 1 15 1429 2 50 11 1 1374 0 3 4 49 47 12 13 15 16 42 0 16 3 47 4
split_gain=0.00128421 0.00118536 0.00118525 0.00109669 0.0017262 0.00101613 0.00102194 0.00106734 0.00107009 0.00109839 0.00100027 0.000819932 0.00085393 0.000952744 0.00166492 0.000837736 0.000738999 0.000702546 0.000767564 0.00104905 0.000985979 0.00116631 0.000669705 0.000792066 0.000651502 0.000753238 0.000911403 0.000617162 0.000565722 0.000520838
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.080359999999999987 0.062655000000000016 0.097240000000000007 0.10218000000000001 0.11230000000000001 0.095175000000000023 -1.0000000180025095e-35 0.073895000000000002 0.081075000000000022 0.081365000000000007 0.077565000000000009 -0.094929999999999987 -0.084044999999999995 0.0051600000000000005 0.27287000000000006 0.13984500000000002 0.13206500000000002 0.10345000000000001 -0.074044999999999986 0.035560000000000008 -1.0000000180025095e-35 0.084145000000000011 0.18019500000000002 0.22339500000000004 0.083060000000000009 0.086380000000000012 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 8 9 -5 28 12 13 15 -15 16 -12 18 19 20 21 -9 23 -17 25 26 -25 -16 -11 -29
right_child=1 -3 3 4 -6 -7 -8 17 -10 10 11 -13 -14 14 27 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0015161659613012455 -0.0010405617036135196 0.0015162094647880259 0.0015163250885971951 -0.0014714008133722512 -0.0014084173057111024 -0.0014866113481287384 -0.0013361169056557926 0.00053301476430114457 -0.0011829319218970126 -0.00016085861961083803 -0.0015158047785964032 -0.00098325144209925226 -0.0010413492573482439 -0.00047894339566814718 0.0014365847746515045 -0.00087234963017351669 0.00018855671282394764 0.0010335036991744827 0.0011197521740014497 -0.0013058661928464091 0.0010953064195839855 -0.0013114624875963849 0.0010224310476829061 0.00085433608213364572 -0.00050226052960674087 0.0013312079682291339 -0.00081538419222901986 -0.00018965552543615384 -0.001168782192544121 0.0009019490667323515
leaf_weight=0.0012170512826550342 0.0028498565516725796 0.0010778714199943798 0.0010243126735076649 0.0011397784087057152 0.0021146032194891964 0.0010466765219483412 0.0012374140159181471 0.0018472367861619432 0.0018889399693804423 0.003302584618067427 0.0013879016659408177 0.0013532123040518309 0.001160036901097782 0.0024559277435400881 0.0034124125048684562 0.0018126935333149241 0.0010097059245026685 0.0034297756776320307 0.0017063704390238854 0.0011941303692424299 0.0020303901340810171 0.0013731012095483663 0.0018512062530846593 0.0016428009477920218 0.0018692529076487219 0.0017907360220306145 0.0013836543605698637 0.0013852825492648435 0.0020884303984392005 0.0036506034987269231
leaf_count=86 168 21 9 125 85 29 18 60 304 287 549 200 53 18 91 64 12 192 27 22 26 53 267 20 90 10 49 44 99 43
internal_value=0 -5.78178e-05 -8.89829e-05 -3.64164e-05 -6.78709e-05 -9.36302e-06 2.32548e-05 5.96907e-05 -7.36751e-05 -9.59068e-06 4.3208e-05 0.000165702 0.000228364 0.000290638 0.000619567 9.28082e-06 -0.000798046 0.00045797 0.000215804 -2.3529e-05 0.000268102 -0.000253441 0.000196294 1.63525e-05 0.000257279 0.00055201 9.09626e-05 0.000938905 -0.000551319 0.000601668
internal_weight=0 0.0555169 0.054439 0.0515892 0.0505649 0.0484503 0.0474036 0.0461662 0.0345852 0.0326962 0.0315564 0.0261654 0.0248122 0.0236522 0.0109042 0.012748 0.00239761 0.011581 0.00815123 0.00644486 0.00525073 0.00322034 0.0103503 0.00849914 0.00668644 0.00481719 0.00302646 0.0084483 0.00539102 0.00503589
internal_count=3121 3035 3014 2846 2837 2752 2723 2705 2325 2021 1896 1510 1310 1257 196 1061 561 380 188 161 139 113 500 233 169 79 69 178 386 87
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=17
num_cat=0
split_feature=1 160 15 48 52 0 0 48 0 15 3 12 47 1 15 1
split_gain=0.000144702 0.000206318 0.000216574 0.000236238 0.000250256 0.000475014 0.000364955 0.00025334 0.000236915 0.000350233 0.000154825 0.000262677 0.000181303 0.000177113 0.000134184 0.000107008
threshold=0.11230000000000001 -0.091944999999999985 0.091650000000000023 0.095425000000000024 0.10744000000000002 0.15398500000000004 -0.076234999999999983 0.085845000000000019 -0.098289999999999975 -0.10203999999999998 0.10732000000000001 0.091200000000000017 0.090100000000000013 0.12958500000000003 -0.03241999999999999 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 11 -2 -12 -13 -11 -8
right_child=10 2 -4 -5 -6 -7 15 -9 -10 14 12 13 -14 -15 -16 -17
leaf_value=-0.0020458654513672123 0.0026749244929804698 -0.0019119862019133646 -0.002071102537499109 0.0014607893756272126 0.001515715577142573 -0.0029310325847344788 0.00058101870598850115 -0.0025327343823018564 -0.0020839000001599203 0.0023546333938716285 0.00081591709217070226 -0.00075552165765021303 -0.0014802464344965062 0.0014834789616249161 0.00029499140479044848 0.0023918923410803481
leaf_weight=0.0011928649813039696 0.0013500273906562601 0.0010107385335604846 0.0010457345810640515 0.0019831984998063832 0.0014636659515252512 0.0013430897707085174 0.001755066879383314 0.0012070478946688556 0.0010662269265574731 0.0011158329655076571 0.0013970499413558102 0.0015199033004336115 0.001345519433087361 0.00131209944684052 0.0014494114986822754 0.0010333641102526769
leaf_count=383 162 76 359 167 68 38 157 122 887 80 128 92 54 49 90 209
internal_value=0 -0.000261235 -0.000114149 3.82569e-05 -0.000208253 -0.00046107 -7.70109e-05 -0.000710623 -0.000236846 0.000313878 0.000513755 0.00105436 -0.000310593 0.000281833 0.0011909 0.00125211
internal_weight=0 0.0156662 0.0144734 0.0134276 0.0114444 0.00998078 0.00863769 0.00584926 0.00464221 0.00357598 0.0069246 0.00418203 0.00274257 0.002832 0.00256524 0.00278843
internal_count=3121 2636 2253 1894 1727 1659 1621 1255 1133 246 485 303 182 141 170 366
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=31 151 1348 4 11 1213 3 49 2 1374 0 0 15 1374 15 156 1 1 0 13 124 13 40 42 43 16 4 3 4 3
split_gain=0.00107914 0.000957991 0.000958239 0.00085898 0.00143045 0.000830925 0.000868951 0.000880346 0.000837362 0.000716141 0.000669537 0.00141946 0.000844455 0.000825954 0.000969511 0.000727268 0.000686595 0.000628122 0.00123233 0.000532555 0.000453075 0.000668917 0.00114788 0.00145993 0.000587791 0.000555864 0.000423326 0.000702814 0.00040703 0.000383029
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.090205000000000021 0.27044500000000005 0.080455000000000013 -0.080769999999999995 -0.12018999999999998 0.0034800000000000005 0.11018500000000002 0.093235000000000012 -0.10607499999999999 -0.08824499999999999 0.091650000000000023 -0.094929999999999987 -0.11713499999999999 0.087205000000000019 0.086105000000000015 0.11230000000000001 -0.15350499999999997 0.073000000000000023 -0.043384999999999993 -0.084034999999999985 0.064905000000000018 0.091295000000000015 -0.084004999999999982 0.22339500000000004 0.50822500000000004 -0.13309499999999996 -0.111605 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 8 19 10 13 -12 20 -8 -15 16 -16 18 -5 -7 -13 24 23 28 -22 -26 27 -19 -23 -18
right_child=1 2 -4 17 -6 6 9 -9 -10 -11 11 12 -14 14 15 -17 29 26 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012685852427789348 -0.0012299683410042963 -0.0010911560257196825 0.0011957995745257291 0.00087790046586816765 -0.0012684120209222386 0.00038980190464069466 -0.00059845663530225311 0.0011469978332738955 0.00082553636939986668 -0.0011694698872764531 -0.0011221962994654492 0.00059796840150672147 -0.0010091043848116984 -0.00052547307247825163 -1.6239474959547683e-05 -0.00044661272967067451 0.0011712995245982919 -0.00035989807580113055 -0.00053650972020003579 -0.00074867279775265628 0.001039858966896685 -0.00046694033894372383 0.00091617472699764661 0.00031788729323787971 0.000458221202855377 -0.00056874573768039176 0.0012367476557428047 0.00082065250571677667 -0.0012684422057668908 0.00052177822909255014
leaf_weight=0.0010224106509211231 0.0010786895490841877 0.0012552882651386535 0.0010183769447991145 0.0015216949636851496 0.0016825508308819783 0.0010537049624588226 0.0022283750354290541 0.0017775046320949173 0.0015927692375043989 0.0010213804605854184 0.002594504633891318 0.0017258152440078342 0.0015092319942926488 0.0021830668922362415 0.0025146846731729441 0.0013859276800936024 0.0023620071882710647 0.0012744862237923371 0.0028406744069826573 0.0017732423447114343 0.0012132997946761037 0.0016646956320656107 0.001024379251020946 0.002174428733372924 0.00195852891463666 0.0014949986352004174 0.0013090341920038995 0.0022315234449168386 0.0026286184975399434 0.0038264884067586991
leaf_count=86 47 317 33 34 134 38 19 25 12 35 386 44 331 61 51 33 50 26 56 42 71 75 7 202 127 21 109 74 520 55
internal_value=0 -4.67352e-05 -2.2581e-05 -4.65235e-05 -0.000122273 -7.51955e-05 -4.30777e-05 0.000393215 9.00616e-05 -0.000123763 -9.08885e-05 -0.000254359 -0.000108094 0.000111903 0.00024089 0.000406714 0.000542602 0.000305469 -4.31309e-05 -0.000324322 -1.01566e-05 -9.64725e-05 -0.000331259 -0.000528831 0.000280453 1.36572e-05 0.000621296 0.000391505 -0.000957667 0.000769686
internal_weight=0 0.05392 0.0528413 0.0518229 0.0426455 0.0409629 0.0397077 0.00619722 0.00441972 0.0335104 0.0324891 0.0179885 0.015394 0.0145005 0.0122722 0.0100891 0.00870318 0.00917741 0.00436237 0.00282695 0.0138848 0.0121589 0.00749212 0.00646774 0.00466683 0.00345353 0.00481504 0.00350601 0.00429331 0.0061885
internal_count=3121 3035 2988 2955 2656 2522 2205 117 92 2088 2053 1784 1398 269 250 189 156 299 90 80 1067 1023 804 797 219 148 209 100 595 105
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=17
num_cat=0
split_feature=52 39 47 1 52 159 3 2 12 43 150 1 2 52 0 13
split_gain=0.000157249 0.000184453 0.000269711 0.000219724 0.000251517 0.00024422 0.000253934 0.000304823 0.000302456 0.000320806 0.000210596 0.000177669 0.000181288 0.000150817 0.000221912 0.000133654
threshold=-0.40306999999999998 0.11593500000000001 0.12431000000000002 0.11230000000000001 0.11434500000000002 0.091530000000000014 0.10299500000000002 0.10672500000000001 0.092355000000000007 -0.072864999999999985 0.086135000000000017 0.077565000000000009 0.082850000000000021 -0.013374999999999998 -0.10324499999999999 -0.0087749999999999981
decision_type=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 -8 9 15 11 -11 -13 -5 -15 -2
right_child=1 -3 -4 13 -6 -7 7 -9 -10 10 -12 12 -14 14 -16 -17
leaf_value=-0.0014497145857335966 0.0020561788478297861 0.0017354266212253942 -0.001789932959342172 0.0021239136325350498 -0.0016061672381007764 -0.001725638967889068 0.0029940170072031954 9.658370251383784e-05 -0.0018765863969668741 -0.0011118498162502003 -0.001600171071461217 -0.00035386711275425727 0.0018686709357539659 0.0014051080153007873 -0.00077926880577137514 0.00034900476685564868
leaf_weight=0.0011925594545716947 0.0016203354386641333 0.0010218840249553987 0.0013239123105215347 0.0011955985971672245 0.0016855646503541885 0.0011510658651037184 0.0010797314088790708 0.0013189063503489251 0.0013087866074967822 0.0012065984507608181 0.0016216412784062495 0.0011660148072927257 0.0012363955556455863 0.0017064299620268564 0.0013717494329849025 0.0013957640039775647
leaf_count=324 359 60 64 121 396 205 29 37 396 482 48 161 66 81 140 152
internal_value=0 5.89626e-05 -2.50629e-05 9.7496e-05 -0.000135854 5.32546e-05 0.000224544 0.00140084 -7.07319e-05 0.000215863 -0.000389752 0.000154127 0.000789958 0.000905079 0.00043167 0.00126615
internal_weight=0 0.0214104 0.0203885 0.0190646 0.0147908 0.0131052 0.0119542 0.00239864 0.00955554 0.00824675 0.00523065 0.00360901 0.00240241 0.00427378 0.00307818 0.0030161
internal_count=3121 2797 2737 2673 2331 1935 1730 66 1664 1268 757 709 227 342 221 511
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 151 151 4 0 1 11 15 1456 133 13 0 0 52 15 133 1 43 15 42 51 12 0 51 457 16
split_gain=0.00136876 0.00113172 0.00141621 0.00116092 0.00135926 0.000996072 0.00116214 0.00128185 0.00120782 0.00122241 0.00111254 0.00112857 0.00103203 0.00105322 0.000838107 0.000762189 0.000692633 0.000678964 0.000672967 0.000537305 0.000827217 0.000955434 0.00050451 0.00155217 0.00048061 0.000547917 0.00100015 0.000623581 0.000459022 0.00052953
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.5225749999999999 -1.0000000180025095e-35 0.24564500000000003 -0.15350499999999997 0.122185 0.079915000000000014 -0.095869999999999983 -1.0000000180025095e-35 0.10622000000000002 -0.084034999999999985 0.22582000000000002 -0.081459999999999991 -0.088204999999999992 -0.11713499999999999 0.083950000000000011 0.09697500000000002 0.05259500000000001 0.035560000000000008 0.091295000000000015 0.067785000000000012 -0.015429999999999998 -0.053834999999999994 -0.081684999999999994 0.090150000000000022 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 17 10 -9 16 11 -8 -13 14 19 22 18 -7 -10 20 21 -14 24 -24 25 -16 27 -27 -19 -30
right_child=1 2 -4 4 5 6 7 8 9 -11 -12 12 13 -15 15 -17 -18 28 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011955145364779031 0.0011956893479435379 0.00094804071120572391 -0.0010998258980246007 -0.00095159747916839039 -0.0011805859763661403 -0.00039242421197463483 -0.00089652683383457379 0.0011634344353239545 -0.00090819866698736858 0.00094232759456772878 -0.0011952637632543224 -0.0011952484120107086 -0.0006161682613234909 -0.00089890535122190483 0.00024454839164558969 0.00065691597937676675 0.00040826471160771739 0.00078070609302220413 0.00023723895059984265 0.00087173871386614333 0.0010355558112178946 0.00065397469217007309 -0.0011953429840253923 0.00054741199348354763 0.00035816610836139325 0.00065816694009568236 -0.00093921279446550427 -0.00054870836881005733 -0.00020722347026493759 0.0008027657044786578
leaf_weight=0.001300477349476469 0.0010303341596227247 0.0016697866593311508 0.0018380911262880764 0.0023539431718067041 0.0010359442480787342 0.0013340536152988136 0.0026267783915656642 0.0018868176110995449 0.0022422238932477967 0.0017478708576295077 0.0015376668185922418 0.0011193072706098253 0.0021781579701172183 0.0018069571804479869 0.0024232564164599069 0.001664000754999507 0.0016750322798131378 0.0044153199520655662 0.0010882502457008059 0.0022618858783820528 0.0011697160861103839 0.0013831363709631006 0.0021704048453741196 0.0010999435924241574 0.002743711494699097 0.0013445115225882986 0.0027474728539900219 0.0011217379347447931 0.0019223073951479819 0.0012071200532659532
leaf_count=86 9 34 99 207 45 73 176 50 39 115 100 212 174 332 32 10 43 158 27 64 28 57 432 78 87 93 96 78 41 46
internal_value=0 -4.507e-05 -6.88253e-05 -3.23656e-05 -6.49069e-05 -2.13811e-05 4.21426e-06 -8.66619e-05 0.000318037 8.18426e-05 -0.000205602 -0.000150982 -7.33736e-05 -2.13011e-05 4.97854e-05 -0.000106751 -0.00021863 0.000393549 -0.000533921 0.000392613 0.000163544 -0.00012287 -0.000199839 -0.000609188 -7.08766e-05 -0.000225017 -0.000443264 0.000109237 0.000532523 0.000182362
internal_weight=0 0.0548457 0.0538154 0.0519773 0.0503075 0.0479536 0.0469176 0.0380388 0.00864019 0.00675338 0.0293986 0.027861 0.0252342 0.0241149 0.0223079 0.015315 0.00500551 0.0088788 0.00333047 0.0069929 0.00473101 0.00356129 0.013651 0.00327035 0.0103807 0.00763698 0.00521372 0.00246625 0.00754475 0.00312943
internal_count=3121 3035 3026 2927 2893 2686 2641 2323 274 224 2049 1949 1773 1561 1229 906 109 318 66 323 259 231 896 510 386 299 267 171 245 87
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=31 146 147 14 52 43 1373 42 376 1456 16 12 12 15 15 3 156 1 12 43 160 160 3 151 16 1 2 0 3 160
split_gain=0.00118401 0.00100452 0.0014186 0.000877611 0.000864304 0.00100604 0.000879471 0.000671238 0.00120831 0.00116133 0.000804735 0.0010155 0.00115099 0.000740109 0.000892335 0.000907449 0.00107872 0.0009037 0.000758726 0.000792241 0.00133241 0.000863975 0.000716791 0.000667485 0.0007323 0.000798315 0.00119907 0.000904478 0.000603971 0.00131727
threshold=-1.0000000180025095e-35 0.12035500000000002 0.089025000000000007 0.076175000000000007 0.41423000000000004 0.24789500000000006 0.099250000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.25582999999999995 0.051320000000000005 -0.029094999999999999 -0.24436499999999997 -0.18895499999999996 0.30112000000000005 0.091255000000000017 0.12811000000000003 0.098810000000000023 -0.15582499999999996 -0.091944999999999985 -0.023379999999999995 0.12178000000000001 -0.090369999999999992 0.22339500000000004 0.099660000000000012 0.073895000000000002 -0.23091999999999999 0.096675000000000011 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 10 9 13 -2 12 -12 22 -15 16 17 18 19 -16 -21 -22 -9 -23 25 26 -25 -27 29 -28
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 20 21 23 -24 24 -26 27 28 -29 -30 -31
leaf_value=0.0012939461114417239 0.00047602077533677033 -0.0012322588588292199 0.00073287192185146871 -0.001146122197686226 -0.00085206804139352499 -0.0009330991115132902 -0.0011602983724521205 0.0011436459816871077 0.0012939073644791471 -0.0012937887821368656 -0.00079199560992275887 -0.0012938829836409422 0.00077643297686702008 -0.00097278824033502926 0.00074737634142462285 0.0012937613571874639 -0.0009847994115988357 0.00089937458443463836 -0.00073036140588930135 -0.001293791030030051 0.00088229503634629561 -0.0007875447827917966 -8.1051946591843938e-05 -0.0012781909418842898 -0.00076876947710247177 -0.00016645850466595543 0.00027276379298234925 0.0011913792980310007 0.00099148425045034465 -0.0011765108942851006
leaf_weight=0.0010959470995164358 0.0015805545592009196 0.0012048614698869633 0.0037190067703676269 0.0012959588230074806 0.0022400950304666259 0.0019724651065908807 0.0010469261701828705 0.0020991782204706757 0.001387027483407798 0.0010252681557443291 0.0018380481730915221 0.0020272046351772488 0.0013642816652463799 0.0013897668048592484 0.0027975887965112625 0.0010088917160331326 0.0016050292328806384 0.0022102227207767547 0.0019885287285075206 0.0012270123776170197 0.0020865595734864675 0.0016290205442217589 0.0012921231393967503 0.00110598491856262 0.0015037708150620341 0.0012785534948989152 0.0057912007861986581 0.0022943124951098079 0.001232366225849546 0.0012819502647127834
leaf_count=86 57 4 114 94 186 160 22 84 86 219 58 532 22 26 25 48 145 31 104 148 113 47 46 152 109 10 282 41 10 60
internal_value=0 -6.41484e-05 -3.77523e-05 -9.55338e-05 -6.73473e-05 -2.91861e-05 1.12512e-05 3.97456e-05 0.000109782 6.265e-05 -0.000332895 -0.000577378 -0.000123801 0.000103769 3.98832e-05 8.8345e-05 4.49613e-05 0.000107503 3.52306e-05 0.00010372 1.10478e-05 9.89998e-05 0.000677023 -2.40714e-06 8.58723e-05 0.000184852 -1.27915e-05 0.000705476 0.000155713 1.00947e-05
internal_weight=0 0.0545238 0.0533189 0.0495999 0.0483039 0.0460638 0.0440914 0.0430444 0.0362344 0.0348473 0.00681009 0.00522953 0.00320233 0.0338221 0.0304308 0.029041 0.0280321 0.0264271 0.0242168 0.0222283 0.0194307 0.0182037 0.0033913 0.0161172 0.0144881 0.0129844 0.0094115 0.00357287 0.00830552 0.00707315
internal_count=3121 3035 3031 2917 2823 2637 2477 2455 1786 1700 669 612 80 1481 1351 1325 1277 1132 1101 997 972 824 130 711 664 555 504 51 352 342
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=18
num_cat=0
split_feature=43 12 14 133 42 123 151 4 15 457 43 16 3 4 3 52 15
split_gain=0.000145549 0.000223349 0.000269741 0.00018512 0.000160886 0.000337545 0.000199297 0.000282015 0.000292579 0.000234673 0.000274041 0.000406768 0.000244934 0.000241745 0.000232504 0.000223089 0.00020431
threshold=0.24789500000000006 0.12757000000000002 0.054835000000000009 -0.085499999999999979 -0.11466499999999999 1.0000000180025095e-35 -0.084129999999999996 0.24564500000000003 -0.095869999999999983 0.086800000000000016 -0.074359999999999996 0.22339500000000004 0.10732000000000001 -0.16363499999999997 -0.10519499999999998 0.083680000000000018 -0.15026499999999995
decision_type=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 15 12 13 -12 -9 -10 -16
right_child=-2 -3 -4 4 5 -7 7 14 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.0016951233144842132 -0.0015692098680359352 0.001900504560331988 -0.0021766059700187653 -0.0015166875032143511 -0.0013713120765370575 0.0019417187282102296 -0.0021417487459049894 0.0024226764998855274 -0.00054690609386731648 0.0017675199240228645 0.00059196250455252261 -0.0032377400353855589 0.0013179890794200772 -0.0020013095561412153 0.0014675189629657593 0.0017030056045570692 -0.0011595637287650695
leaf_weight=0.0011551924817911887 0.0010277811437513487 0.0010973991095335469 0.0010018569290597404 0.0012209519636745539 0.0019708657437758062 0.0015431048817039486 0.0013165759377192715 0.0013966361251327442 0.0014153358935544719 0.001137455716742509 0.0010511742724421645 0.0010361140486728759 0.0011903656823299968 0.0016116799931238743 0.0010924764928534891 0.0017375900325610205 0.0010068024896696679
leaf_count=310 188 75 101 124 227 224 125 64 382 50 36 176 47 626 72 225 69
internal_value=0 5.05474e-05 -4.66621e-05 6.06643e-05 -4.01581e-05 6.2821e-05 -0.000118807 5.76144e-05 -0.000287075 -2.10735e-05 -0.000274043 -0.000897667 -0.000268432 -0.000977603 0.00109253 0.000693029 0.000207585
internal_weight=0 0.0219816 0.0208842 0.0198823 0.0187271 0.0175062 0.0159631 0.0139922 0.0104963 0.00917972 0.00804226 0.00488933 0.00385322 0.00266285 0.00349592 0.00315293 0.00209928
internal_count=3121 2933 2858 2757 2447 2323 2099 1872 1667 1542 1492 885 709 662 205 607 141
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=17
num_cat=0
split_feature=2 12 150 484 42 15 12 12 0 49 0 12 49 2 48 0
split_gain=0.00012269 0.000168574 0.000257581 0.000243517 0.000217057 0.000213092 0.000224454 0.00024209 0.000168676 0.00025256 0.000271975 0.000242057 0.000180048 0.000275192 0.000247525 0.000304894
threshold=0.14753000000000002 0.12757000000000002 0.12187000000000002 -0.0068949999999999992 0.10256000000000001 0.095175000000000023 0.10345000000000001 0.095330000000000012 -0.075359999999999996 0.0034800000000000005 0.15398500000000004 0.051320000000000005 0.0065400000000000015 0.10005000000000001 0.085700000000000012 -0.12333499999999999
decision_type=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 12 10 11 -10 13 14 15 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015907128703881363 0.0011028605683119459 0.001263546436443776 -0.0016075915787297048 0.0013411911753484522 -0.0012445226805973663 -0.0012945018152330529 0.0016235926106327699 -0.0013290888216291002 0.0019209805292907456 0.0021492823478345855 -0.0010974444437095452 -3.6233991460844932e-05 -0.0010454667364558684 0.0014162271235815774 -0.0015040505758384776 -0.00062972946272392243
leaf_weight=0.0010947211826800854 0.0010684986316440428 0.0010305847154656869 0.0012815729504698217 0.0016315502680193062 0.0013657947454095423 0.0010814957649245551 0.0012672020443017509 0.0011816221269724822 0.0013698381737342656 0.0011457848469911269 0.0010860702156492152 0.0015329521781848321 0.0016152847622203925 0.0016377822409481269 0.0012232941269805231 0.0020001435798132359
leaf_count=470 142 54 69 64 248 219 135 160 147 78 30 81 273 120 97 734
internal_value=0 -7.17611e-05 -0.000138841 -4.09747e-05 5.25558e-05 0.000158174 0.000258296 0.000138352 0.00026929 0.000749146 0.000346963 0.000887383 -3.45927e-05 0.000216895 -0.000187688 0.000255713
internal_weight=0 0.0215457 0.0205151 0.0192335 0.0181388 0.016773 0.0156915 0.0144243 0.0132427 0.00513465 0.00398886 0.00290279 0.00810805 0.00649277 0.00485499 0.00363169
internal_count=3121 2979 2925 2856 2386 2138 1919 1784 1624 336 258 228 1288 1015 895 798
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=17
num_cat=0
split_feature=52 376 1 12 48 1 42 159 43 160 42 0 4 3 151 13
split_gain=0.000131582 0.000154229 0.000224759 0.000288607 0.000242832 0.000416969 0.000387691 0.000283386 0.000299135 0.000254957 0.000248273 0.000201923 0.000255472 0.000245972 0.000162893 6.05214e-05
threshold=-0.40306999999999998 0.088470000000000007 0.13686500000000004 0.11650500000000001 0.12879500000000002 0.11323000000000001 -1.0000000180025095e-35 0.091530000000000014 -0.083879999999999996 -0.082179999999999989 0.086665000000000006 -0.10151999999999999 0.0061450000000000003 -0.116045 -1.0000000180025095e-35 -0.043669999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 10 -10 -8 12 -11 -13 -14 -7
right_child=1 -3 -4 -5 -6 15 7 -9 9 11 -12 13 14 -15 -16 -17
leaf_value=-0.0012119361207899241 -0.0019468775809557968 0.0013830135171033877 0.0013409418162637157 -0.0018013606199385576 -0.0017540329636823769 0.0010158536417460568 0.0024504300454802181 -0.0016980952318787772 -0.001676051429872718 -0.00053361369395435714 0.00013392685117423787 0.00052246437441600627 8.9077364280047263e-05 -0.0014896270098587322 0.0018979412322039442 0.0022344989354035573
leaf_weight=0.0011688943956236755 0.0014194997046765587 0.001104050200678052 0.0014988123133694567 0.0012945022825328048 0.0010061256806546117 0.0011729083032112619 0.001325072657196392 0.0011062100783594828 0.0011535352973597876 0.0015647597212768965 0.0011672887352629502 0.0015625377386072597 0.001004108518003477 0.0017033474077293755 0.0019936547836287843 0.0010237560009405114
leaf_count=324 708 62 138 105 44 120 181 163 283 69 108 29 45 590 81 71
internal_value=0 5.04453e-05 -2.31301e-05 -0.000133659 -8.16533e-06 0.000100287 -0.000132484 7.22402e-05 0.000242914 -6.85888e-05 0.0013655 0.000168275 0.000665927 -0.000526957 0.00129206 0.0015838
internal_weight=0 0.0211002 0.0199961 0.0184973 0.0172028 0.0161967 0.014 0.0125805 0.0114743 0.00898194 0.00249236 0.00782841 0.00456252 0.00326589 0.00299776 0.00219666
internal_count=3121 2797 2735 2597 2492 2448 2257 1549 1386 1097 289 814 195 619 126 191
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=31 457 457 1213 160 34 1429 4 11 150 48 15 133 42 12 1374 151 48 10 15 3 43 52 52 42 4 42 12 43 3
split_gain=0.00120622 0.000700405 0.000930262 0.000631084 0.000620134 0.000618825 0.000623838 0.000632009 0.00111315 0.000670462 0.00092687 0.000941958 0.00100459 0.000751253 0.00061143 0.000574658 0.000556084 0.000623539 0.00112027 0.000551431 0.000528122 0.000550231 0.000898057 0.000644604 0.000466462 0.000704723 0.000411132 0.000342336 0.000299642 0.000256874
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.40698999999999991 -0.021334999999999996 -1.0000000180025095e-35 0.24564500000000003 0.080455000000000013 -0.091259999999999994 -0.072824999999999987 -0.098289999999999975 0.10622000000000002 -0.094469999999999985 -1.0000000180025095e-35 -0.094929999999999987 -0.09693499999999998 -0.032929999999999994 0.10887000000000001 -0.095244999999999982 0.13524500000000003 -0.074359999999999996 -0.082554999999999976 0.091820000000000013 0.09832500000000001 -0.043364999999999994 0.099210000000000007 0.079890000000000017 -0.092909999999999979 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 9 -8 -11 -12 13 14 -13 -15 -9 -18 26 -17 21 24 -23 27 25 28 29 -24 -21 -19
right_child=1 2 3 4 5 6 7 16 -10 10 11 12 -14 15 -16 19 17 18 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013199698106594073 0.00093669233344869285 -0.00094472662970154515 -0.00095717429080965824 -0.00080733691079281202 -0.00093684188351307346 -0.00086461501128946448 0.0010940022393893605 -0.00051318475749811954 -0.0012522950306194094 -0.0012312343596034316 -0.0008924674509645697 0.0001031721888075008 -0.00098586188227959941 -0.00049931441443116923 -0.0012640175914547505 0.0012763077566671226 0.0013198916510851542 0.0012133987693741268 -0.00083018377994350102 0.00027715773828932441 0.00083240496831292748 -0.00099982291099676266 0.00087039885852301785 -0.00042226884125032044 0.0011084107113079643 -0.00057611898820502186 -0.00012651551622518782 -2.9481136649442221e-05 0.0011759647828564223 0.00052966635304945624
leaf_weight=0.0011582887221006635 0.0012296396071382878 0.0020311373397543511 0.0012355272567481359 0.0015839036876994497 0.0011041662200739202 0.0012108131173960137 0.0010385106209529473 0.0010009306226379522 0.0011863261931672744 0.0010019437584389826 0.0016550118980433936 0.0013145712666755571 0.0012908210771234154 0.001401796822520395 0.0010049972506069862 0.0011162666953232663 0.0014241055581436513 0.0016403114065894897 0.0011386345951480692 0.0016279656396847031 0.0027819540148215074 0.0014044904375355933 0.0020728775603942318 0.0018776722502931165 0.0015742532887923488 0.0012161295418895391 0.0010171221928545471 0.0011414331367940456 0.0010705278960010389 0.0022958894985478651
leaf_count=86 37 212 321 202 37 134 30 30 88 55 153 21 323 42 101 29 46 50 17 53 54 104 36 125 24 236 55 268 30 122
internal_value=0 -4.47514e-05 -7.38595e-05 -2.89977e-05 1.02805e-06 3.60018e-05 6.62559e-05 9.91215e-05 -3.84549e-06 5.6382e-05 1.06302e-05 6.5807e-05 0.000141705 0.000215946 -0.000489189 0.00031057 0.000410761 0.000533805 0.000350043 0.000382046 0.000314449 0.000194224 -6.56579e-05 0.000192007 0.000501813 0.000257872 0.000621346 0.000550843 0.000633726 0.000814594
internal_weight=0 0.0426897 0.0414601 0.039429 0.0381934 0.0366095 0.0355054 0.0342945 0.0257775 0.0245912 0.0235527 0.0225508 0.0208958 0.0196049 0.00231957 0.0172854 0.00851699 0.00751606 0.00609196 0.0158836 0.0147673 0.0119853 0.00649647 0.00509198 0.00548888 0.00391462 0.00495332 0.00321431 0.00269849 0.0039362
internal_count=3121 3035 2998 2786 2465 2263 2226 2092 1772 1684 1654 1599 1446 1123 122 1001 320 290 244 959 930 876 533 429 343 319 227 304 83 172
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=17
num_cat=0
split_feature=44 15 12 2 11 160 47 42 43 16 16 49 3 2 13 3
split_gain=0.000130755 0.000148874 0.000186611 0.000176656 0.000184848 0.000194734 0.000225581 0.000154583 0.000183625 0.000215048 0.000295131 0.000235588 0.00020347 0.000200628 0.000144884 0.000111395
threshold=1.0000000180025095e-35 -0.15026499999999995 0.090695000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.091944999999999985 0.13148500000000005 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.0087049999999999992 -0.043469999999999995 -0.077774999999999983 0.10060500000000001 -0.01163 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 12 10 11 15 14 -13 -9 -10
right_child=-2 3 -4 4 -6 6 -8 8 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0018458937717753933 -0.0014916164902936953 0.0012965162863905499 -0.00015892165857331225 -0.0017550829573452003 -0.0018397072492113112 -0.00096676963470150189 -0.0018786025914078049 -0.00070853041595011622 -0.00030479935589775757 -0.0015838416777266104 0.0017099451038336227 -4.2084290733360386e-05 0.00261482107354114 -0.0025425922332427907 0.0014318994303655105 0.0015024528405490514
leaf_weight=0.0016995959686626474 0.0010148572413513071 0.0014767350160798101 0.0015909431652711969 0.0011612745368310426 0.0011624805217245173 0.0017800776371439129 0.0010095939434862098 0.0010381276304539666 0.0011279498220808683 0.0012535641568117706 0.001912714252572667 0.0012043250727001818 0.0011589250816541616 0.0010746916179480426 0.0012145336305025012 0.0012985869895683066
leaf_count=249 60 113 77 363 174 697 35 390 31 110 150 389 111 76 30 66
internal_value=0 5.42399e-05 0.000876585 -9.71545e-05 -0.000222672 -9.92812e-05 3.73512e-05 0.000185423 0.000367193 1.38812e-05 0.000316505 -0.0002499 0.00118242 -0.00122122 0.000445493 0.000662371
internal_weight=0 0.0211641 0.00329054 0.0178736 0.0163968 0.0152344 0.0140731 0.0130635 0.0112834 0.00787183 0.00661827 0.00470555 0.00341159 0.00227902 0.00225266 0.00242654
internal_count=3121 3061 326 2735 2622 2448 2085 2050 1353 822 712 562 531 465 420 97
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=18
num_cat=0
split_feature=147 11 3 2 2 457 160 133 49 0 2 2 1 52 16 148 13
split_gain=0.000118245 0.000208107 0.000177742 0.000559583 0.000180136 0.000226321 0.000181603 0.000291772 0.000230188 0.000253711 0.000305072 0.000238949 0.00020802 0.000218548 0.000142366 0.000111266 9.33205e-05
threshold=0.089025000000000007 0.087830000000000005 -0.12018999999999998 0.10855000000000002 -1.0000000180025095e-35 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 -0.090734999999999982 -0.053834999999999994 0.096540000000000015 0.11389000000000002 0.10060500000000001 -0.066844999999999988 -0.013324999999999998 -1.0000000180025095e-35 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -4 -6 14 -8 -9 11 -11 12 13 -10 -7 -2 -1
right_child=15 -3 4 -5 5 6 7 8 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00040719459648838428 0.0018669507715810994 -0.0016605680852305959 0.0014473072265680576 0.0029806036816896831 -0.0019237784243489979 -0.0023045670088403095 -0.0017911240014214286 -0.0014303488463530316 -0.00045911239381275472 -0.002048094510694713 0.00075027924649925869 -0.00042791347022473077 0.0025612730255443056 0.0018694542483435835 -0.0002289490604210179 -3.5849945400249604e-05 -0.0012844008440088637
leaf_weight=0.0010882531690041804 0.001009965338933938 0.0013194916676644288 0.0010297112022124013 0.0012555060595573764 0.0012832083793711266 0.0010247198095620913 0.0012162358302894314 0.0010956848978414006 0.0012575718509938456 0.0011644646154778115 0.0014062517804463992 0.0014286195219961328 0.0017415816240919924 0.0013847179526156883 0.00114303538161012 0.0010000112004764352 0.0010455877960673376
leaf_count=87 96 118 148 44 233 291 691 71 191 55 120 136 85 461 183 28 83
internal_value=0 -0.000108885 1.39822e-06 0.000838611 -0.000185584 -0.000304444 -0.000142898 7.34117e-05 0.00031265 0.00054046 -0.000517308 0.00100828 0.00147631 0.000761196 -0.00121011 0.000920262 -0.000421692
internal_weight=0 0.0198846 0.0185651 0.00338935 0.0151758 0.0141461 0.0128629 0.0106951 0.00947889 0.00838321 0.00257072 0.00581249 0.00438387 0.00264229 0.00216776 0.00200998 0.00213384
internal_count=3121 2997 2879 214 2665 2517 2284 1810 1119 1048 175 873 737 652 474 124 170
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=17
num_cat=0
split_feature=1 14 0 13 3 3 52 2 2 2 52 4 43 42 0 47
split_gain=0.000124964 0.000245641 0.000206345 0.000181873 0.00022174 0.000144868 0.00035351 0.000348052 0.000301275 0.00016755 0.000132913 0.000293657 0.000249248 0.000117216 0.000113782 0.000101553
threshold=0.11323000000000001 -0.10708499999999999 -0.23051499999999997 -0.0025349999999999995 0.10732000000000001 -0.15447499999999995 0.11434500000000002 0.096540000000000015 0.10381000000000001 -1.0000000180025095e-35 -0.088204999999999992 -0.0016099999999999997 -1.0000000180025095e-35 0.075730000000000006 -0.019414999999999998 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 15 14 13 7 9 -9 -7 -11 12 -12 -4 -5 -2
right_child=3 2 5 4 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0023302606182777335 0.0026106317345242695 0.0013060428302004417 0.0018530667888307093 -7.4528364131333337e-05 -0.0013355412744988329 0.00066148978748287201 -0.0028871272883639011 0.0026306714326985695 -0.00018662595217245942 -0.0026272921000168674 -0.0012931573705372401 -0.0028976417573190706 0.0015892152913696391 -0.00030728176606601186 0.001936863397039309 0.00065998163841336809
leaf_weight=0.0010788376596480029 0.0010418700713709095 0.0019344935146072837 0.0010687805656282032 0.0012743184545591646 0.0016409045250895815 0.0011690492994271854 0.0011571417481903721 0.0013444926948192326 0.0018987192054831237 0.0011282689887542078 0.0013832360561467109 0.0010161769605275183 0.00113064410514363 0.0010158296409414902 0.0010753723279741658 0.0011805978796814998
leaf_count=54 214 70 117 66 51 85 364 143 293 275 770 194 239 51 39 96
internal_value=0 -0.000235208 -7.65602e-05 0.000530414 -5.10248e-05 -0.000293792 -0.000516796 -0.000214411 0.000981301 -0.000879882 -0.0012667 -0.000831834 3.22012e-06 0.00080033 0.000846016 0.00157443
internal_weight=0 0.0153257 0.0142468 0.00621306 0.0039906 0.0123123 0.0102277 0.00907059 0.00324321 0.00582738 0.00465833 0.00353006 0.00251388 0.00208461 0.00234969 0.00222247
internal_count=3121 2655 2601 466 156 2531 2363 1999 436 1563 1478 1203 1009 168 105 310
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=31 39 42 376 151 34 4 150 160 14 158 14 4 403 4 160 457 49 1 12 3 48 4 0 43 3 43 42 2 160
split_gain=0.00129797 0.00111021 0.00102672 0.000965504 0.000927233 0.00091001 0.00108862 0.00122011 0.00102279 0.000878222 0.000838751 0.000780338 0.000795827 0.000805257 0.000894168 0.000647989 0.000640588 0.000671189 0.00120787 0.00048514 0.000523308 0.000480153 0.000697449 0.00053085 0.000473178 0.00100613 0.000820147 0.00113158 0.000439935 0.000413492
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 -0.021334999999999996 0.27044500000000005 -0.084634999999999988 -0.090969999999999981 -0.46885499999999997 0.085900000000000018 0.076175000000000007 -0.49405499999999997 -0.088999999999999982 -0.059649999999999988 -0.072884999999999991 -0.0029299999999999994 -0.047584999999999995 0.086105000000000015 0.092355000000000007 0.095270000000000007 -0.032929999999999994 0.50822500000000004 -0.15202999999999997 -0.074359999999999996 0.076840000000000006 -0.079109999999999986 1.0000000180025095e-35 0.10444500000000002 0.10070500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -9 -8 11 12 28 -14 15 -15 -16 18 -18 20 -17 -11 23 -23 26 -26 27 -19 -10 -20
right_child=1 -3 3 -5 5 6 9 8 10 21 -12 -13 13 14 16 19 17 24 29 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014008016895616618 -0.0014005396427616648 0.0014008160028629285 -0.0013857356285209693 0.0010702064492338883 -0.0010550007512758655 0.00085149030594365072 -0.00037179699032977947 -0.0010151654735160074 -0.0014005068457803211 0.0014006701385344206 -0.0013177058582377976 -0.0012227172270439944 -0.0010682653399422541 0.0013850197795126588 -0.001023889813894987 0.00076360802700060264 -0.00065891087732715219 0.00066597741941918384 0.00091167456704019834 -0.00035902112918990883 -0.0001522641057874536 0.00069468070235182821 0.0014004525487228087 -0.0003830203328953952 -0.0011988530088609412 -2.2100900031551659e-05 0.0011236563821328755 -0.0013342122263869363 -0.00016172068428251934 -8.5207061624192632e-05
leaf_weight=0.0012777992173345068 0.001092132442593651 0.0010447396738939565 0.0010168096469413959 0.0015217464839176733 0.0016514167285350814 0.0024669969215898027 0.0019025324126005216 0.0025845195789104816 0.0011862621594929046 0.001515041063356648 0.0010702401520192853 0.001085477215145402 0.0012026823461703797 0.0012837525094688829 0.0013086343210777498 0.0042000290541848069 0.0017520938760000578 0.0011172074433605239 0.0038043072819924362 0.001663182749553016 0.0017260694302763113 0.0018932968810361217 0.0012454502588106209 0.0017018939515214271 0.0023403445156349387 0.0036417364473493308 0.0011658008644133116 0.0011013978931311286 0.0010684760481893818 0.0010386470403318526
leaf_count=86 18 21 46 49 36 80 34 384 69 48 170 56 354 22 129 372 66 49 86 180 29 35 82 73 241 38 47 149 58 14
internal_value=0 -2.79622e-05 -5.76098e-05 -2.78336e-05 -6.28386e-05 -3.40456e-05 3.36659e-06 -9.97224e-05 -0.000168056 0.000462847 -9.91134e-05 -5.66125e-05 -1.38505e-05 5.20802e-05 0.00010362 0.000464921 -8.20084e-05 -4.78665e-06 0.000337422 0.000309284 0.000496846 0.000712692 0.000497366 0.000184518 -0.00024574 -0.000482477 0.000172703 -0.000326991 -0.00081347 0.000697878
internal_weight=0 0.0513929 0.0503482 0.049256 0.0477343 0.0467175 0.0450661 0.0368079 0.0343409 0.00825821 0.0317563 0.0306861 0.0296006 0.0273459 0.0261432 0.00887303 0.0172702 0.0159615 0.00659505 0.00758928 0.0059261 0.00635568 0.00484064 0.00359519 0.00936649 0.00598208 0.00338441 0.00221861 0.00225474 0.00484295
internal_count=3121 3035 3014 2996 2947 2901 2865 2593 2513 272 2129 1959 1903 1776 1422 603 819 690 166 581 401 238 190 108 524 279 245 198 127 100
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=31 39 42 376 45 14 151 4 49 1374 44 3 403 403 484 159 42 3 0 14 484 1 15 15 3 3 52 2 1374 150
split_gain=0.00125776 0.00119036 0.00123786 0.0011597 0.00117555 0.00147913 0.00111756 0.0011943 0.00125655 0.000862867 0.000897405 0.00127555 0.000882921 0.000829441 0.000954071 0.000999774 0.000857466 0.000955513 0.00100401 0.00077375 0.000637283 0.000605006 0.000603832 0.000600517 0.00085697 0.00136543 0.000852048 0.000747426 0.000497128 0.000570813
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.27287000000000006 0.13984500000000002 0.093235000000000012 1.0000000180025095e-35 0.30112000000000005 0.096440000000000012 -0.088999999999999982 0.085515000000000022 0.091005000000000016 -1.0000000180025095e-35 -0.074084999999999998 -0.10607499999999999 -0.46885499999999997 0.091880000000000003 1.0000000180025095e-35 -0.091184999999999988 0.035560000000000008 -0.077774999999999983 -0.116045 0.10744000000000002 0.10097500000000002 -0.094929999999999987 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=-1 2 -2 4 -4 6 -6 8 9 10 11 12 13 -8 15 16 22 23 28 -9 -16 -20 -15 24 25 26 27 -18 -19 -30
right_child=1 -3 3 -5 5 -7 7 19 -10 -11 -12 -13 -14 14 20 -17 17 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013731922120503021 -0.0013731303177978596 0.0013733017662652138 0.0013733365641016176 0.0010425150377870519 -0.0013593568571659319 -0.0012816415903040197 -0.001112192233310089 -0.00036520041683871268 0.00097200725896564569 -0.0013730986810610401 -0.0011843687145168676 0.0013729924330338477 -0.0013730635352061159 -3.3634454317953785e-05 0.001034861224998793 -0.0013081835511205768 0.00066261552905356688 -0.00053905763821617664 -0.00024768892686081594 0.00068610582556118181 -0.00027823097763235384 -0.0012584017887005052 -0.0013730580762041943 0.00072779536895894472 0.0010716631422943823 -0.00098343374417593629 0.0012955851171641906 -0.00096629244869903691 -9.08130753227659e-05 0.00081605219388874463
leaf_weight=0.0011777290067791482 0.0013793732044149456 0.0010694787730471935 0.0010087982354889382 0.0017519753344812363 0.0012431432737400874 0.0019951497160981537 0.0015021992226160732 0.0016929224210144866 0.0018270905648778415 0.0011346230233471024 0.0015327159126456982 0.0010584314870030189 0.0010900956079269433 0.0010627221266339415 0.0022728498704083213 0.001339687965954627 0.0010754565935826429 0.0021025599376116588 0.0020947807435272164 0.0059811197563810472 0.0010044924476519945 0.0023895560987394759 0.0015737612076582854 0.0038299696917946102 0.0012671780460316038 0.002332350328370314 0.0012266029040688409 0.001048562026937816 0.0035490549810504035 0.0020718259901286729
leaf_count=86 18 21 9 49 45 98 379 35 59 30 39 47 204 71 75 168 22 15 91 229 130 132 336 209 38 332 7 69 56 22
internal_value=0 -6.07927e-05 -8.94933e-05 -5.5482e-05 -9.372e-05 -0.00012374 -7.49029e-05 -4.02364e-05 -0.000139078 -0.000194606 -0.00015686 -0.000110392 -0.000158211 -0.000116492 -6.70322e-05 -0.000152045 -9.16e-05 -6.55057e-06 -0.000269571 0.000454184 0.000632404 -0.000786265 -0.000833159 0.000291302 5.07674e-05 -0.00017687 0.000384575 -0.000141526 3.0429e-05 0.000243453
internal_weight=0 0.0545085 0.053439 0.0520597 0.0503077 0.0492989 0.0473038 0.0460606 0.0383866 0.0365595 0.0354249 0.0338921 0.0328337 0.0317436 0.0302414 0.0269641 0.0256244 0.0229879 0.0122078 0.00767404 0.00327734 0.00448434 0.00263648 0.0107801 0.00695015 0.00568297 0.00335062 0.00212402 0.00772344 0.00562088
internal_count=3121 3035 3014 2996 2947 2938 2840 2795 2531 2472 2442 2403 2356 2152 1773 1568 1400 993 316 264 205 223 407 677 468 430 98 91 93 78
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=457 31 39 52 151 1 15 160 133 3 12 52 4 0 0 1374 4 52 51 159 133 49 3 15 44 15 43 13 48 4
split_gain=0.00129584 0.00126904 0.00128497 0.00119523 0.00104533 0.00127388 0.00129307 0.000968356 0.000984514 0.00135759 0.000993934 0.00158902 0.00113354 0.000978435 0.00118849 0.000838106 0.000804277 0.000706682 0.000751278 0.000889175 0.000679896 0.000669158 0.000519476 0.000475433 0.000469098 0.000399292 0.000497468 0.000468995 0.000522433 0.000902838
threshold=-0.15747999999999998 -1.0000000180025095e-35 0.16946000000000003 -0.24164999999999998 -0.5225749999999999 0.104035 0.095175000000000023 -0.090969999999999981 0.10622000000000002 0.10299500000000002 0.096295000000000019 0.10347000000000002 -0.49013999999999996 -0.060129999999999996 -0.12333499999999999 -0.094929999999999987 0.51303500000000013 -0.090859999999999982 -0.076794999999999988 0.088800000000000004 0.082925000000000013 0.090000000000000011 0.090900000000000009 -0.022504999999999997 0.097195000000000017 0.17980000000000004 0.084740000000000024 -0.092094999999999982 -0.032929999999999994 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=-1 -2 3 23 -5 6 7 -6 9 10 11 12 -9 14 15 -14 17 -7 -19 21 -16 25 -17 -3 -23 26 27 -20 -29 -30
right_child=1 2 -4 4 5 16 -8 8 -10 -11 -12 -13 13 -15 20 22 -18 18 19 -21 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011231331943896041 0.0014864781028635574 -0.00048312139920364463 0.0014865189461916743 -0.0014590471516833263 -0.0010986392949613971 0.0013071930638247945 -0.0014862151332187101 -0.0014862498416671271 -0.001160025286323053 0.00094965487513181334 -0.0012689123775012064 0.0012480616002215512 -0.00098968088812500707 0.00049348932315354966 -0.0012799885364083426 2.3659013763501991e-05 0.0014862376071743566 -0.00095889027176370616 0.00063999610266645497 0.001486220922065718 0.0001036133834939382 0.0011744163185505602 0.001000782987464115 -0.0014862066652012026 -3.701941460364124e-05 0.00082213718747932982 -0.0011397522532045966 0.00060794382945402847 0.00056150139004211108 -0.00077738012589374024
leaf_weight=0.0021177816547055519 0.0011461150286082846 0.0027287584397486242 0.0011135306445169127 0.0011514867404684983 0.0021558914682624488 0.0011846592520754476 0.0016759371057299957 0.0013328221638886249 0.001683707132924094 0.0030048468423160548 0.0015366588128120631 0.001941319918458361 0.0013379127876760322 0.0049032006210154777 0.0031165811769224847 0.0040054459682217101 0.0011420553350838239 0.0013140655255092773 0.0017798354746823017 0.0011205962631457575 0.0010480210538879042 0.0019117266414525611 0.0017163304087546294 0.0016894786516195017 0.0011190366054734113 0.0010195609269203496 0.0010154567880036333 0.0013721270108533199 0.0015254832768434295 0.0041051966088385683
leaf_count=38 85 220 21 39 276 31 317 44 250 30 110 57 12 51 660 95 86 34 39 51 175 41 16 148 16 8 22 30 53 66
internal_value=0 -6.1099e-05 -9.34944e-05 -0.000126296 -5.9834e-05 -2.63157e-05 -0.000218592 -0.000142125 -6.16568e-05 1.55816e-05 -0.000118467 -2.73487e-05 -0.000169155 -6.03063e-05 -0.000302225 6.91719e-05 0.000278051 0.000199058 0.000118437 0.000213011 -0.000931805 0.000109985 0.000316762 -0.000866689 0.000727123 -6.29178e-05 -0.000155014 -4.11577e-05 -0.00021428 -0.000414646
internal_weight=0 0.0558978 0.0547517 0.0536382 0.04922 0.0480685 0.0294587 0.0277827 0.0256268 0.0239431 0.0209383 0.0194016 0.0174603 0.0161275 0.0112243 0.00705969 0.0186098 0.0174677 0.0162831 0.014969 0.0041646 0.0138484 0.00572178 0.00441824 0.00303076 0.0108177 0.0097981 0.00878264 0.00700281 0.00563068
internal_count=3121 3083 2998 2977 2609 2570 2093 1776 1500 1250 1220 1110 1053 1009 958 123 477 391 360 326 835 275 111 368 57 218 210 188 149 119
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=18
num_cat=0
split_feature=14 147 48 159 15 11 51 4 43 52 0 133 0 47 4 4 13
split_gain=0.000135765 0.000158152 0.000222776 0.000199263 0.000177711 0.000300376 0.000246035 0.000220695 0.000297671 0.000202054 0.000229517 0.000153773 0.000149778 0.000147277 0.000221822 0.000144479 9.44069e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.081134999999999999 -0.032739999999999991 -0.24436499999999997 0.080455000000000013 0.095050000000000009 -0.0016099999999999997 -0.074359999999999996 -0.088204999999999992 -0.10011499999999998 0.085815000000000016 -0.10324499999999999 0.092530000000000015 0.053180000000000012 -0.095774999999999985 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 9 12 -6 -11 15 -9 14 -10 16 -12
right_child=-2 2 -4 4 5 -7 -8 8 13 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0013792112884995573 -0.0013552789997237 -0.00024085488142329588 0.0023541646483726648 0.0013084912878538715 -0.00085845901507009274 -0.0021585382824957796 0.0015151408921931554 0.0015745986462655254 -0.0020711444678072474 0.0024760207990986208 0.00059376325170809054 -0.00086697500590190513 -0.00038036831272118311 -0.0025565896776793017 0.00017388153595228288 -0.00039436120564767107 0.0022954379010001118
leaf_weight=0.0016318502911098478 0.0011238932563797368 0.0010089728684743449 0.0010726312562780995 0.0016474188358203091 0.0015460653243405086 0.0010036457630135933 0.0016714841183099747 0.001051565227530471 0.0012566439396333243 0.0010045692091193957 0.0010340885722097647 0.001152480092206476 0.0014866185937328913 0.001084495588501877 0.0015385014376070871 0.0010110430388566363 0.0010156109365198063
leaf_count=406 101 84 83 215 317 115 163 53 106 67 38 347 150 80 136 650 10
internal_value=0 5.85956e-05 0.00109633 -5.42887e-05 6.92286e-05 -5.95226e-05 8.23103e-05 -9.93777e-05 -0.000625984 0.000400288 0.000773262 0.000367269 0.000429571 -0.00131656 -0.000835439 0.000832007 0.00143693
internal_weight=0 0.0212177 0.0020816 0.0191361 0.0175042 0.0158568 0.0148532 0.0131817 0.00641782 0.00676386 0.00521779 0.00421322 0.00253818 0.00387964 0.00279515 0.00306074 0.0020497
internal_count=3121 3020 167 2853 2447 2232 2117 1954 525 1429 1112 1045 203 322 242 698 48
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=17
num_cat=0
split_feature=1 12 12 0 2 0 42 3 3 12 15 2 12 0 1 2
split_gain=0.000123717 0.00019426 0.000286076 0.000193719 0.000210903 0.00018427 0.000186056 0.000143285 0.00033161 0.000255595 0.00038521 0.000377528 0.000336072 0.000237584 0.000151778 3.5703e-05
threshold=0.094385000000000011 0.098810000000000023 0.09320500000000001 0.051010000000000007 0.092875000000000013 -0.23001499999999997 1.0000000180025095e-35 0.16158000000000003 0.11296500000000002 0.090995000000000006 -0.03241999999999999 0.090790000000000023 0.10345000000000001 -0.15350499999999997 0.12958500000000003 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 15 8 9 10 11 -2 -11 -10 -14 -7
right_child=7 -3 -4 -5 -6 6 -8 -9 13 12 -12 -13 14 -15 -16 -17
leaf_value=0.00094813501051787576 0.00061126784511551194 -0.0017818049927900252 0.0016131002497813901 0.00061714419127557754 -0.0022318827748652958 -0.0010377245051263779 0.0001913607240831709 0.0014752176519910332 -2.4746143715334992e-05 -0.0019455538545424542 -0.00044050333616596867 0.0033438488283872888 -0.00027800121016749994 -0.0022364842949548812 0.001504898428288352 -0.0020203556477548347
leaf_weight=0.0010919482536984057 0.0014731855927968569 0.0011231975437589478 0.0011411898428861922 0.0019786734343405499 0.0010728001352579009 0.0010212759421310271 0.0015097458616349924 0.0011891856919152852 0.0015154900327587484 0.0011097255413279328 0.0014644782116461901 0.0013541469181247434 0.0015375674900592884 0.0012261811080733773 0.0011759917741418491 0.0010430314321295264
leaf_count=45 118 299 246 55 231 277 797 144 47 196 93 177 87 37 44 228
internal_value=0 -0.000318235 -0.000132668 -0.000390816 -0.000738349 -0.000394959 -0.000805302 0.000244166 0.000109324 0.00048881 0.00111456 0.00192003 -0.00021362 -0.00101392 0.000494665 -0.00153422
internal_weight=0 0.00998186 0.00885866 0.00771748 0.0057388 0.004666 0.00357405 0.012046 0.0108568 0.0081151 0.00429181 0.00282733 0.00382328 0.00274167 0.00271356 0.00206431
internal_count=3121 2178 1879 1633 1578 1347 1302 943 799 715 388 295 327 84 131 505
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=17
num_cat=0
split_feature=124 123 133 132 42 50 159 151 2 1 52 51 3 4 15 2
split_gain=0.00012796 0.000166051 0.000212534 0.00022737 0.000425546 0.000235215 0.000200695 0.000237463 0.000248592 0.000213493 0.000233915 0.000243975 0.000325248 0.000284566 0.000302498 0.000164051
threshold=0.10195500000000002 1.0000000180025095e-35 0.099660000000000012 0.081240000000000021 -1.0000000180025095e-35 0.10647500000000001 -0.026354999999999996 -0.090369999999999992 0.13093500000000002 0.122185 -0.092399999999999982 -0.076794999999999988 0.10299500000000002 -0.083854999999999985 -0.033689999999999991 0.088930000000000023
decision_type=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 -9 -12 13 -13 15 -15
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.0024701295215456384 0.0014255998970286604 0.0011129189055686137 -0.0019774564453497803 0.0016911449504742294 0.0018782575536171436 -0.001931533840328284 -0.0019246656875981601 -0.0016355496507358866 -0.0018035844512014002 0.0018038342505597433 -0.0014204268533104514 0.0015578449271460466 0.0022612015483452941 -0.00055763830263890184 -0.0021381513467555622 0.0014179626133395357
leaf_weight=0.0013056164443911713 0.0010064526175777013 0.0018099427028784856 0.00107314778212969 0.0011441436792238848 0.0010241956737054867 0.0010194126918743338 0.0010240477230712983 0.0011617569648643142 0.0010233694002739222 0.001438061921048118 0.0011648466000255863 0.0017468538506716378 0.0015946452907655839 0.001650039524508152 0.0012340744627263806 0.0012618387290945776
leaf_count=595 42 242 447 199 148 184 135 303 89 54 110 52 56 96 294 75
internal_value=0 -8.04299e-05 -0.000194916 -8.74048e-05 -0.000209631 -1.72752e-05 0.000118962 -1.65216e-05 0.00014266 0.000319669 0.000102193 0.000335522 0.000608701 0.00016152 -0.000426807 0.000298472
internal_weight=0 0.020676 0.0188661 0.0177929 0.0166488 0.0153431 0.0143237 0.0132995 0.0122755 0.0112521 0.00981406 0.0086523 0.00748745 0.00589281 0.00414595 0.00291188
internal_count=3121 3079 2837 2390 2191 1596 1412 1264 1129 1040 986 683 573 517 465 171
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=31 45 14 151 457 457 4 11 150 1456 15 51 151 403 0 1 0 52 0 403 42 43 160 3 2 2 4 16 12 48
split_gain=0.00112713 0.00114207 0.00173573 0.00109865 0.000829544 0.00128213 0.000995093 0.00118998 0.000983194 0.00122638 0.00110802 0.000871426 0.000997643 0.000981216 0.000686748 0.000730864 0.000684389 0.000603316 0.000598191 0.000553812 0.000569409 0.000687237 0.000542008 0.000495862 0.000480714 0.000817242 0.000652598 0.000514414 0.000438652 0.00027466
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 0.080455000000000013 -0.093459999999999988 -1.0000000180025095e-35 -0.095869999999999983 0.045645000000000005 0.057610000000000008 0.090990000000000015 -0.15350499999999997 0.122185 0.22582000000000002 0.11434500000000002 -0.11756999999999999 -0.088999999999999982 -0.095284999999999995 -0.084004999999999982 -1.0000000180025095e-35 -0.14989499999999997 0.092365000000000017 0.10097500000000002 0.076415000000000025 1.0000000180025095e-35 0.081420000000000006 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=-1 -2 3 -3 -5 -6 7 8 -7 -10 29 13 22 16 -8 18 17 19 -16 -12 -21 -22 -13 -20 26 -26 28 -27 -23 -11
right_child=1 2 -4 4 5 6 14 -9 9 10 11 12 -14 -15 15 -17 -18 -19 23 20 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0013462507184793381 0.0013464931599386559 -0.001316714596354593 -0.0012801092147531185 0.0010027543024783484 -0.0010487329996856738 0.0012560587901625346 0.00098851385491935265 -0.0012943965166280545 -0.0013460510539466052 -0.0012904721981665587 -0.00094948671038127684 -0.00012100471696379235 -0.00059811257020175184 -0.0012764756015150669 -0.00076513232682975615 0.0010190373352055725 0.00088510277009362453 -0.00083527057967126568 -0.0002317405057427116 -0.00056121782115997176 0.00064445977603932981 -0.00016057398576998952 0.0009834033625478768 0.00071688799003517118 0.00094270505200798576 -0.00097459328467248833 0.00045527047391270175 0.00037089801856066113 -0.0013460791742131598 -0.00046771410898626417
leaf_weight=0.0010652368203900578 0.0010341473307562401 0.0011694571721019278 0.0020989162092206462 0.0014596649620859372 0.0021238697081524807 0.0010326481493958531 0.0026334545899473483 0.0014221368452069774 0.0013239349903116917 0.0011682075902514901 0.001001560915575129 0.0010016036680868812 0.0011981952035000631 0.0011491963079095493 0.001511814883016882 0.0014882464376912985 0.0014738543086423297 0.001684708751799934 0.0020559771583918973 0.0020692476590458133 0.0041285126507464272 0.0010148482890031162 0.0041012725875133596 0.001940211105043943 0.0017985499557544582 0.0010253801131909768 0.0010620586785421438 0.0010336897536742384 0.0012767336790384665 0.0019822500353239292
leaf_count=86 9 46 99 34 206 25 79 102 238 70 301 82 14 180 41 121 10 154 32 96 116 44 176 61 70 51 14 86 356 122
internal_value=0 -5.30723e-05 -8.29577e-05 -2.87239e-05 4.62834e-06 -2.87094e-05 2.33947e-05 -9.0921e-05 -3.48546e-05 -8.00525e-05 -2.05528e-05 7.41702e-05 0.000507112 -7.15691e-05 0.000402661 0.000182141 7.24372e-06 -7.31423e-05 -4.39865e-05 1.59564e-05 8.80683e-05 0.000206548 0.000766628 0.000228833 -4.41604e-05 0.000279853 -0.000416866 -0.000299133 -0.000821067 -0.000772797
internal_weight=0 0.0494643 0.0484302 0.0463313 0.0451618 0.0437022 0.0415783 0.0319486 0.0305265 0.0294938 0.0281699 0.0250194 0.00630107 0.0187183 0.0096297 0.00699625 0.0175691 0.0160953 0.005508 0.0144106 0.013409 0.0113398 0.00510288 0.00399619 0.00721126 0.00385762 0.00335364 0.00205907 0.00229158 0.00315046
internal_count=3121 3035 3026 2927 2881 2847 2641 2307 2205 2180 1942 1750 272 1478 334 255 1298 1288 134 1134 833 737 258 93 621 207 414 137 400 192
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=31 39 151 151 42 1456 34 146 4 11 50 1 3 43 4 160 403 4 47 13 3 3 16 0 2 2 151 2 3 3
split_gain=0.00132503 0.0012301 0.0011075 0.00116531 0.00125399 0.00123741 0.00100639 0.000997143 0.00140163 0.0014732 0.00138011 0.000994472 0.000958999 0.000913262 0.00144032 0.00130326 0.00106507 0.00127151 0.000915875 0.000990908 0.00112747 0.00092823 0.000891883 0.000973288 0.000850043 0.000963057 0.00139623 0.000464248 0.000555203 0.00128896
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.5225749999999999 -0.086944999999999981 -0.12995999999999999 -1.0000000180025095e-35 -0.021334999999999996 0.12035500000000002 0.27287000000000006 0.079915000000000014 0.11875500000000001 0.086105000000000015 0.11924500000000002 -0.52440999999999993 -0.51843499999999987 -0.091944999999999985 -0.088999999999999982 -0.076779999999999987 0.13148500000000005 0.15641500000000003 -0.077774999999999983 -0.074084999999999998 -0.014034999999999997 -0.10474999999999998 0.089885000000000007 0.11389000000000002 -0.0083949999999999979 0.083995000000000014 -0.080934999999999993 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=-1 2 -2 11 -5 -6 -7 8 9 13 12 -4 -10 -8 -15 -16 -17 27 19 20 -19 -22 24 -24 -23 26 -26 -18 -29 -30
right_child=1 -3 3 4 5 6 7 -9 10 -11 -12 -13 -14 14 15 16 17 18 -20 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0013463394349850491 -0.0013161818732967589 0.0013464513903793567 -0.000519999478344429 -0.0011064221567575253 -0.0010760076769044179 -0.0010270823927002405 0.0011914614684500838 -0.0012437135446101962 0.001212336136161885 -0.0012886624700807277 -0.00069072244626498032 0.00087857507229469251 5.0461149902407141e-05 -0.0012527572517896297 -0.0010006019369288386 -0.0010124354971464849 -0.0002518084191268707 -0.00094020886260091842 -0.0011672869636961626 0.0010125467422581402 0.0009300115558512665 -0.0010578903145319683 0.0009024914519192962 -0.00045937970397051415 -0.00061956059908810466 -0.00079062293014269609 0.0009984421211373367 0.00098637891612614889 -0.00061998141343479348 0.00090383664210502593
leaf_weight=0.0012590403764978211 0.0012753823460034388 0.0011229603281606151 0.0011945177756804695 0.002186829889382568 0.0021010628450899285 0.001734434819724128 0.0011310185802813058 0.0011085966434620778 0.0041871447105696893 0.0016790603320373512 0.0012650097564801399 0.004022822812991933 0.0018579723980103324 0.001681361089126184 0.0021050629814034485 0.0015003880757884494 0.0011641352165527733 0.0023266600523314937 0.0012389958410778936 0.0016834235962122071 0.0019618729685486483 0.0021200544834205498 0.0027819660360108855 0.0014441491896777939 0.0016563897880814702 0.0021700832214648358 0.0023185737630795336 0.0044279967023261877 0.0016587700922539019 0.0025538220240832743
leaf_count=86 47 21 101 136 263 36 12 4 161 116 15 102 69 33 261 353 130 354 21 18 82 70 50 81 11 54 81 232 98 23
internal_value=0 -4.8917e-05 -7.56852e-05 -4.8056e-05 -0.000108848 -6.50936e-05 -2.06185e-05 1.73118e-05 4.84373e-05 -5.6396e-05 0.000587707 0.000558369 0.000855233 1.19803e-06 -3.74932e-05 2.42149e-05 9.3789e-05 0.000150039 -4.70602e-05 2.81141e-05 -7.06488e-05 6.93331e-05 -6.58452e-05 0.000437112 -0.000323018 -6.94852e-05 0.000324211 0.000546102 0.000653603 0.000303811
internal_weight=0 0.0596605 0.0585376 0.0572622 0.0520448 0.049858 0.0477569 0.0460225 0.0449139 0.0376038 0.00731013 0.00521734 0.00604512 0.0359247 0.0347937 0.0331123 0.0310073 0.0295069 0.0197022 0.0184632 0.0167797 0.0144531 0.0124912 0.00422612 0.0082651 0.00614505 0.00397496 0.00980472 0.00864059 0.00421259
internal_count=3121 3035 3014 2967 2764 2628 2365 2329 2325 2080 245 203 230 1964 1952 1919 1658 1305 822 801 783 429 347 131 216 146 92 483 353 121
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=17
num_cat=0
split_feature=14 157 0 14 15 13 52 3 1 1 42 42 4 1 2 12
split_gain=0.00014597 0.000172643 0.000170642 0.000135493 0.000232385 0.000172248 0.000283397 0.000297947 0.000234664 0.000211748 0.000239489 0.000191531 0.000192218 0.000321202 0.000161834 0.000233055
threshold=0.076175000000000007 -0.077234999999999984 -0.11013499999999998 -0.10708499999999999 -0.15026499999999995 -0.084034999999999985 0.10744000000000002 0.11296500000000002 0.099990000000000009 0.12958500000000003 0.075730000000000006 -0.0060199999999999993 -0.059649999999999988 0.094465000000000007 0.10327000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 8 7 9 14 10 11 -7 -13 -14 15 -6
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0022822149775722314 -0.0014245280191781862 -0.0011869585057211621 1.6498308999138566e-05 0.0017387279591556512 -0.00076803586102514444 -0.0014301740705092937 0.001059527581801611 -0.0026589768633291486 0.0018941505132888754 0.0013538321257184622 -0.0019529906550725916 0.0017252319891859671 -0.0012931496723246083 0.0014611932967384669 -0.0013151196055795037 0.0019437053566298669
leaf_weight=0.0010817286717781371 0.0011338438985761803 0.0015957421759783532 0.0010924244070185099 0.0012294819489733167 0.0010201411120208071 0.0015504170040358542 0.0019197273703787385 0.0010654322015142279 0.0014866410380696138 0.0010037189461016283 0.0017063738405515005 0.001055051849316202 0.0018877869152684806 0.0010931773810343159 0.001089933463624071 0.0010532276286523423
leaf_count=39 101 110 330 216 397 630 296 47 113 29 434 117 68 78 54 62
internal_value=0 6.51177e-05 0.00114378 -5.99131e-05 4.48862e-05 -8.58316e-05 -0.000355765 -0.000645979 0.00056908 -0.000387472 -0.00062713 -0.000222146 0.000241912 -0.000283079 -5.36571e-05 0.000609472
internal_weight=0 0.020931 0.00217415 0.0187569 0.0171611 0.0159316 0.0112817 0.00936196 0.00464994 0.00829653 0.00729281 0.00558643 0.00403602 0.00298096 0.0031633 0.00207337
internal_count=3121 3020 369 2651 2541 2325 1699 1403 626 1356 1327 893 263 146 513 459
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=31 45 14 156 457 457 1213 474 156 34 151 16 1456 43 403 1374 0 38 3 160 130 15 1 158 15 4 4 42 16 15
split_gain=0.00126407 0.00119959 0.00154017 0.00098702 0.000930425 0.00130321 0.000957172 0.00116698 0.00110272 0.00101049 0.000976911 0.00153166 0.00128821 0.00103415 0.00103103 0.000974015 0.00153406 0.00080246 0.000828104 0.000659095 0.000769088 0.00104388 0.000572749 0.000526428 0.000656492 0.000622511 0.000456143 0.000890248 0.000777883 0.000582587
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 0.085070000000000021 0.11289500000000001 -0.021334999999999996 -0.40381499999999992 -0.49446999999999991 -1.0000000180025095e-35 0.24789500000000006 -0.082179999999999989 -0.094929999999999987 -0.23001499999999997 1.0000000180025095e-35 0.30112000000000005 -0.090969999999999981 -1.0000000180025095e-35 0.091650000000000023 0.11061500000000002 0.084765000000000021 -0.44764999999999994 0.24564500000000003 -0.068329999999999988 0.087665000000000007 -0.014034999999999997 -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 -3 -5 -6 -7 8 9 -8 -11 -12 -13 14 -14 -16 -17 18 19 -18 22 23 -21 24 -22 26 -26 28 -28 -30
right_child=1 2 -4 4 5 6 7 -9 -10 10 11 12 13 -15 15 16 17 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0013462624093041602 0.0013465354070017865 -0.0013460017857990141 -0.0012476501221774191 0.0010323598610016938 -0.0010242915044839929 -0.0010096852383617149 -0.0010292461166002561 0.0008067832324566989 -0.0013464334594622935 -0.0011537151776014614 0.00089970586389583876 -0.0013460556874497368 -0.0012171013391946628 -0.0008773141184967297 -0.00068988571261939004 0.0012306086099602384 -0.00059854340943594716 -0.00087450628626174504 0.0013460802483362356 -0.0010491412403141368 -0.00056813677392690727 -0.00064117491863099831 0.0002546253752084751 -0.00053590943515663977 0.00064621692983201739 0.0013221947928050745 -0.0010003570813466862 0.00095261465882363915 -0.00034441979248799113 0.001002526540361811
leaf_weight=0.0012144938718794398 0.0011050756329495917 0.0010072634259383753 0.0019399960385726436 0.0015324262418765491 0.0022895406258971454 0.0015955843459320987 0.0015842210053591535 0.0034233331464106334 0.0010898235320366814 0.0011539095456019046 0.0039292921467186511 0.0012186741974909978 0.0010091774919269705 0.0019956525250903736 0.002236324444879755 0.0025412614868400704 0.0020146177933517686 0.0013524245929374948 0.0010741299453389521 0.0014376954059482907 0.0010447482234727688 0.0019245700127505918 0.0010607814903522694 0.0010147774532871514 0.0079418407983595594 0.0016242933038745919 0.0014389069307058997 0.0016949051644621349 0.0013055612949699402 0.0010492203009136742
leaf_count=86 9 159 99 33 206 316 34 156 86 60 161 169 383 151 31 13 176 19 52 91 19 134 23 51 147 38 59 68 57 35
internal_value=0 -4.1787e-05 -6.99246e-05 -2.64753e-05 -7.06176e-07 -3.23395e-05 1.52174e-05 5.06445e-05 -9.92426e-06 2.50497e-05 6.67402e-05 0.000102935 1.34328e-05 6.25065e-05 0.000121551 0.000165475 0.000232547 0.000134914 0.00019035 0.000137641 0.000206504 0.000298642 -0.000495599 0.000404328 0.000463593 0.000535192 0.000440011 0.000141636 -0.000220685 0.000255739
internal_weight=0 0.05563 0.054525 0.052585 0.0515777 0.0500453 0.0477557 0.0461601 0.0427368 0.041647 0.0400628 0.0389089 0.0349796 0.0337609 0.0317652 0.0307561 0.0285197 0.0259785 0.024626 0.0235519 0.0215373 0.0190388 0.00249848 0.0171143 0.0160995 0.0150547 0.0134304 0.00548859 0.00379369 0.00235478
internal_count=3121 3035 3026 2927 2768 2735 2529 2213 2057 1971 1937 1877 1716 1547 1396 1013 982 969 950 898 722 608 114 474 423 404 366 219 151 92
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=17
num_cat=0
split_feature=52 1 376 12 147 484 52 160 2 3 2 47 52 2 3 1
split_gain=0.000138475 0.000212951 0.000223049 0.000257719 0.000165985 0.000184111 0.000198935 0.000183703 0.000158963 0.000155471 0.00029758 0.000298301 0.000501149 0.000216325 0.000237097 0.000218158
threshold=-0.40306999999999998 0.13686500000000004 0.048375000000000008 0.12302 0.089025000000000007 -0.0068949999999999992 -0.081429999999999989 0.097500000000000017 0.092120000000000021 -0.075634999999999994 0.10882500000000002 0.085270000000000026 0.091820000000000013 0.10672500000000001 0.090900000000000009 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -7 10 11 12 -8 14 -11 -15
right_child=1 -3 -4 -5 -6 6 7 -9 -10 13 -12 -13 -14 15 -16 -17
leaf_value=-0.0015346984550658929 -0.0019970110238180755 0.0014852690091701846 0.0016379606770764682 -0.0022805566033260167 0.0015345137436358219 5.9515828894872094e-05 0.00045335633266547679 -0.0020601563896661119 0.0022459532327744796 -0.0010367634467888826 0.002422823276315269 0.001847647105983585 -0.0034486878093387533 -0.0031521769935590059 0.0014258532351946419 -0.00038103298232352776
leaf_weight=0.0011295809742432042 0.0010509408838347565 0.0019246842521131171 0.0014068422762392166 0.001121187766083275 0.0011941667371218037 0.0014855934656727828 0.0018879677836527425 0.0010883221324600187 0.0011966473545230727 0.0016911887860252602 0.0011508292405641996 0.0010793435871579993 0.0010053969346919822 0.0010894578807398858 0.001445123073388288 0.0011790337157342456
leaf_count=324 427 162 140 74 96 150 747 57 92 248 72 59 285 82 44 62
internal_value=0 6.9945e-05 -7.28846e-05 -0.000209135 -6.87547e-05 -0.000193484 -6.0928e-05 -0.000313966 0.00103497 -0.000133461 0.000423755 -0.000155343 -0.00090254 -0.000661679 9.79401e-05 -0.00171189
internal_weight=0 0.0209967 0.019072 0.0176652 0.016544 0.0153498 0.0142989 0.0116167 0.00268224 0.0105283 0.00512354 0.00397271 0.00289336 0.0054048 0.00313631 0.00226849
internal_count=3121 2797 2635 2495 2421 2325 1898 1656 242 1599 1163 1091 1032 436 292 144
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=31 151 49 403 1374 50 34 4 13 41 367 157 1374 0 158 124 160 42 474 0 159 0 10 3 4 15 2 16 0 16
split_gain=0.00117075 0.000829293 0.00091022 0.000925589 0.000804671 0.000819044 0.000856888 0.00128819 0.00097479 0.00100894 0.000986824 0.00102594 0.000925456 0.00080175 0.00102903 0.000805889 0.000760027 0.000925281 0.000798561 0.000690597 0.000657855 0.000584102 0.00056568 0.000872203 0.00050151 0.000444045 0.000661967 0.000811194 0.000596251 0.000656075
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.10057000000000001 0.093235000000000012 0.11720500000000002 -0.021334999999999996 0.27834500000000006 -0.53104499999999988 0.078475000000000017 -1.0000000180025095e-35 0.087580000000000005 -0.094929999999999987 -0.23001499999999997 0.085900000000000018 0.14970500000000003 -0.090969999999999981 -0.0060199999999999993 0.087440000000000004 -0.10607499999999999 0.088450000000000015 1.0000000180025095e-35 0.11192500000000001 0.11924500000000002 -0.49013999999999996 -0.099734999999999976 0.10097500000000002 -0.015314999999999997 -0.059114999999999994 -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 3 4 5 6 -3 8 -8 10 -10 12 -12 -14 15 16 -15 19 20 -18 24 -21 23 -9 -19 -26 28 -28 29 -27
right_child=1 2 -4 -5 -6 -7 7 22 9 -11 11 -13 13 14 -16 -17 17 18 -20 21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0013731833784713715 -0.0011975475868187329 -0.0010486335707898444 0.00086374967110714276 -0.0013445331003305286 -0.0011658589111701939 -0.00097457039001957438 -0.0010749101051244951 0.0012913473900303257 -0.0012527442713911596 -0.0011921711975391588 -0.00079186716329287426 -0.0012660558457861203 0.00093180946212227677 -0.00067699830885455255 -0.0011897433120066653 0.0013440208495289693 0.00054981245398518777 -0.00052054987515838048 -0.00081497909147871357 -0.0013614515557193179 0.0012080823928380109 -8.8754018591308354e-05 -0.00013100858705237988 3.4031069446861754e-05 -0.00017581028771484775 0.0007414824588727303 -0.00077256996528594262 0.00051089564215637769 0.0011460400656146514 -0.00032535891255332727
leaf_weight=0.0011017500678374139 0.0011743538370172493 0.0013583468881890317 0.0020570465855254119 0.001048669561759751 0.0011666478417158279 0.0016034692078465964 0.0016351044743707624 0.0031211375054200899 0.0010513436853898375 0.0012672425693267533 0.0018746552926813811 0.001005223197492632 0.0025936357455691337 0.0019911810804751342 0.0010654342526751339 0.0010869165314346665 0.0010206900212921255 0.0012456613747104757 0.0010762769612391301 0.0014712689064051423 0.0017261566222259708 0.0012632026169967503 0.0013683981207988083 0.001559439159731113 0.0022389976216357016 0.0034307551974705865 0.0014956816832256692 0.0024459322329430941 0.0034331628832263107 0.0015899450486882571
leaf_count=86 64 36 66 205 37 160 18 154 16 91 40 115 36 212 196 9 33 67 128 503 60 15 15 66 72 167 53 65 33 303
internal_value=0 -5.73808e-05 -3.02167e-05 -6.91486e-05 -4.01905e-05 -1.10195e-05 2.45672e-05 5.92289e-05 -3.92479e-05 1.00175e-05 5.60351e-05 9.89609e-05 0.000143153 0.000203233 0.000132144 0.00018734 0.000135876 0.000208012 0.000333001 -0.000413827 0.000403177 -0.000773523 0.000645443 0.000872444 0.000315685 0.000386863 0.000488499 2.38728e-05 0.000705131 0.000403637
internal_weight=0 0.050466 0.0492916 0.0472346 0.0461859 0.0450193 0.0434158 0.0420574 0.0360085 0.0343734 0.0331061 0.0320548 0.0310496 0.0291749 0.0265813 0.0255158 0.0244289 0.0224377 0.0186826 0.00375516 0.0176063 0.00273447 0.00604897 0.00468058 0.0158801 0.0146345 0.0123955 0.00394161 0.00845386 0.0050207
internal_count=3121 3035 2971 2905 2700 2663 2503 2467 2232 2214 2123 2107 1992 1952 1916 1720 1711 1499 948 551 820 518 235 220 760 693 621 118 503 470
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=146 45 151 4 150 11 1456 51 1374 403 13 13 34 14 0 51 159 159 403 4 1 16 123 0 0 43 16 15 52 15
split_gain=0.000711414 0.00139901 0.000677179 0.000704816 0.000796942 0.000648437 0.000981551 0.00067028 0.000847714 0.000795685 0.000845552 0.000769645 0.00062757 0.00073897 0.000525795 0.000589678 0.000463901 0.000849971 0.000610098 0.00055362 0.000676996 0.000640845 0.000552336 0.00058011 0.000520029 0.000404769 0.000382659 0.000394721 0.000303473 0.000289062
threshold=0.12035500000000002 -1.0000000180025095e-35 -0.5145249999999999 0.27044500000000005 -0.096234999999999987 0.079915000000000014 -1.0000000180025095e-35 0.095050000000000009 -0.094929999999999987 0.090990000000000015 -0.53104499999999988 -0.47860499999999995 -0.010024999999999997 -0.46885499999999997 0.22582000000000002 0.081440000000000026 0.091530000000000014 0.076905000000000015 -1.0000000180025095e-35 -0.083854999999999985 0.079415000000000013 0.054560000000000004 0.084785000000000013 -0.036484999999999997 -0.10096999999999999 -0.27207999999999993 -0.54165499999999989 -0.23032499999999997 -0.049749999999999996 -0.094329999999999983
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -6 8 -8 10 -10 -12 -5 -14 15 16 17 18 -13 21 -21 -20 23 24 -22 -23 -15 -28 -26 -17
right_child=-2 2 3 12 5 -7 7 -9 9 -11 11 14 13 26 -16 29 -18 -19 19 20 22 25 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0012195170721459141 -0.0011604870843010581 -0.0011896431383279125 0.00072032757371985352 -0.00070635570493574322 -0.0012191524362031214 -0.00095275696052390577 -0.00121924852317828 0.00027649358858371524 -0.0011263286728742674 -0.0011761122170545241 0.00072587807175155707 -0.0012026976617314114 -0.00037637446688664107 0.0012191670319483905 0.00063964168300060132 0.00086024107409213204 -0.00098364359537622963 0.00061565070618483254 0.00086378726908165201 -0.00093046707389055701 -2.0535056137399914e-05 0.00035343921307534788 -0.0009760490556854866 0.000715238314600542 -0.00027754279772511603 -0.00068897136135273899 0.00077971203954460371 -8.6079875499381366e-05 -0.0012191437198300385 -2.9970511686058022e-05
leaf_weight=0.0010586034904065391 0.0010936048729490713 0.0010013461664364334 0.0012338193055221316 0.001004445566739065 0.0014440643560674751 0.0019878971613103138 0.0013006833046915736 0.003979220166469676 0.0012917224207740175 0.0012126794844691249 0.0015194899333437163 0.0010704094426516866 0.0015754231820324094 0.0011024047099681411 0.0011313729271478215 0.0010232269082770529 0.0013014032565583636 0.0016087171453680318 0.0012755328865825402 0.0025703362166667127 0.0048718802201150888 0.0010079528292408213 0.0012528057266685275 0.0011032679162781269 0.001004659587911406 0.0012280299901590297 0.0017157703891186316 0.0014387676115461536 0.0010303505998843212 0.0011527680440654988
leaf_count=21 4 50 43 52 278 143 31 226 10 211 11 576 36 47 10 19 135 90 45 420 76 5 30 9 51 51 139 66 146 90
internal_value=0 -0.000165507 -0.0001985 -0.000175652 -0.000242763 -0.000276361 -0.000236079 -0.000191628 -0.000258257 -0.000211366 -0.000165386 -0.000113992 0.000183642 0.000336917 -0.000170378 -0.000213 -0.000280744 -0.000229991 -0.000312865 -0.000250793 -0.000376931 0.000174273 -0.000223333 -0.000105607 -0.000236724 -0.000219066 0.000600894 0.000384829 -0.000754287 0.000388637
internal_weight=0 0.0454991 0.0444404 0.0434391 0.0366023 0.0353685 0.0333806 0.0319365 0.0279573 0.0266566 0.0254439 0.0241522 0.00683681 0.00583237 0.0226327 0.0215013 0.0193253 0.0180239 0.0164152 0.0153448 0.0118333 0.00351152 0.00926296 0.00801016 0.00690689 0.00223598 0.00425694 0.00315454 0.00203501 0.00217599
internal_count=3121 3117 3096 3046 2706 2663 2520 2242 2016 1985 1774 1764 340 288 1753 1743 1634 1499 1409 833 732 101 312 282 273 56 252 205 197 109
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=31 457 457 34 4 11 128 150 1456 48 15 133 151 14 12 15 3 43 159 3 2 15 4 457 47 15 4 4 16 1
split_gain=0.00133422 0.000779845 0.000832999 0.000772792 0.000862825 0.000953879 0.000955997 0.000797979 0.00102247 0.00101975 0.000832607 0.000982312 0.000688924 0.000858656 0.00072696 0.000622196 0.000695498 0.000763881 0.000418869 0.000604306 0.000623657 0.000567595 0.000534151 0.000444602 0.000362029 0.000361494 0.00035637 0.000381971 0.000319358 0.000580041
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.021334999999999996 0.24564500000000003 0.080455000000000013 1.0000000180025095e-35 -0.091259999999999994 -1.0000000180025095e-35 -0.075224999999999986 -0.095869999999999983 0.10622000000000002 -0.13579999999999995 -0.46885499999999997 0.12477500000000001 -0.090644999999999989 0.14121000000000003 -0.51144999999999985 0.091530000000000014 -0.10831999999999999 0.084055000000000005 -0.016799999999999995 -0.15289999999999995 0.12766500000000003 0.085770000000000027 1.0000000180025095e-35 -0.0057249999999999992 -0.35136499999999998 -0.5224049999999999 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 -9 -10 24 15 -6 -14 28 -12 17 -17 19 22 21 -21 -19 26 -11 -23 27 -22 -15 -30
right_child=1 2 3 4 12 -7 -8 8 9 10 11 -13 13 14 -16 16 -18 18 -20 20 23 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013732688742226745 0.00092230555626749301 -0.00089744890191888996 -0.0010409574047490237 0.0011116553969547859 -0.00068589139497014545 -0.0012860253940323505 -0.001372982121039924 -0.0013729461176181228 -0.0012879003917336234 -9.963636464326413e-05 0.0008961353692229872 -0.00099265861803432423 -0.0004065596293429918 0.0013364930280362589 -0.00010178240709985621 0.00090761142389222233 0.00070636721280088624 0.00087063580964083585 -0.00084637228761131657 -0.00038960833779321435 -0.0011430399115226126 0.0010697265567641795 -0.00022372428941109114 0.00027607561671698317 -0.0010638822128841029 3.2735790242637709e-05 -0.0013728761582036076 -0.00011237633517026334 -0.00022447075082041094 0.00099553114232988119
leaf_weight=0.0012743349416504115 0.0015037693096751062 0.0022474220086743371 0.0014070110022608153 0.0011196244773401523 0.0011082100722603636 0.0012682893508504369 0.0010263369667906632 0.0010914107971072831 0.0011405961791339783 0.0013012865186308167 0.0021743089116219574 0.0013857745880188057 0.0017496952041256017 0.0020380408518096979 0.0017910411288610817 0.0015932636009665614 0.0031966627484010237 0.0022389988172335507 0.0012718111183511746 0.0019172920473309318 0.0010461295886514572 0.0013945662341257204 0.0013459339358883214 0.0010425425132893906 0.0016830461642491912 0.0011611001543281319 0.0011591151692809214 0.0019244421828132907 0.0010143227627565903 0.0026624533702843678
leaf_count=86 37 212 37 29 28 131 202 236 53 96 98 302 35 71 17 12 54 31 88 80 49 20 37 18 90 178 116 492 52 134
internal_value=0 -5.03965e-05 -8.25436e-05 -4.02015e-05 -6.5528e-06 -0.000119658 -7.06982e-05 -2.49058e-05 -7.02425e-05 -1.75386e-05 3.85441e-05 0.000127606 0.000337033 0.000459513 0.000661403 0.000199927 0.00012146 5.29123e-06 -9.38427e-05 -2.15021e-05 -0.000200381 0.000175012 0.000459767 -0.000525021 -0.000643433 0.000598597 -0.000727259 -0.000475339 0.000900588 0.000658966
internal_weight=0 0.0470045 0.0455007 0.0432533 0.0418463 0.0314825 0.0302142 0.0291879 0.0280683 0.0269769 0.0258363 0.0228519 0.0103638 0.00925555 0.00750586 0.0214662 0.0192919 0.0160952 0.0145019 0.0132301 0.00964519 0.00447296 0.00358493 0.00517223 0.00298433 0.00255567 0.00412969 0.00297057 0.00571482 0.00367678
internal_count=3121 3035 2998 2786 2749 2412 2281 2079 2050 1814 1761 1575 337 309 274 1273 1175 1121 1109 1021 953 278 68 675 186 198 657 541 257 186
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=31 39 42 376 146 45 1374 151 4 150 1456 15 11 48 403 3 15 160 403 47 14 12 2 42 43 16 42 4 3 3
split_gain=0.00129956 0.00122399 0.00110401 0.00112251 0.000874933 0.0011708 0.000866414 0.000755108 0.000827792 0.00101904 0.000983983 0.000978039 0.000833868 0.000673118 0.000860892 0.000690939 0.001294 0.000632228 0.000597345 0.000484028 0.00060808 0.000522187 0.00107934 0.000454222 0.000518481 0.000698943 0.000948056 0.000545405 0.00105524 0.000657241
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.088470000000000007 0.12035500000000002 -1.0000000180025095e-35 0.093235000000000012 -0.40381499999999992 0.24564500000000003 -0.045534999999999992 -1.0000000180025095e-35 -0.098289999999999975 0.079915000000000014 0.093265000000000015 0.090990000000000015 -0.11171999999999999 -0.074054999999999996 0.10210000000000001 -0.088999999999999982 0.11842500000000002 -0.46885499999999997 0.096210000000000004 0.099515000000000006 -0.092814999999999981 -0.12152999999999999 0.22339500000000004 0.084695000000000006 -0.070499999999999993 0.090900000000000009 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -4 7 -7 9 -9 -11 -12 13 14 17 -15 -17 18 -13 20 -10 22 -22 -20 -25 26 27 29 -29 -26
right_child=1 -3 3 -5 -6 6 -8 8 19 10 11 12 -14 15 -16 16 -18 -19 23 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0014573427999619651 -0.0014571360467183433 0.0014574680643480934 0.0014573115290517937 0.0011214236494922303 -0.0013856877799801087 -0.0012237383219210007 -0.0013182474085565148 0.0008253694453890239 -0.00039984488951185448 -0.0014569914958777698 -0.0010144642458100226 -0.001023344663687931 -0.0012892319994136849 0.0014092344406929362 -0.001365519737663303 0.0014274230315533046 -0.00051808483097551576 -0.0010798401818395028 -0.00080963411416702668 -0.00060521534102512837 -0.00041541315359777171 0.0012717846588861203 0.00092172225508818184 0.00079354723859184617 0.0013577953488038003 -0.00077538263072842492 -0.00072002313917636778 -0.00052441481965800896 0.0008448073013335506 8.7401041247844901e-05
leaf_weight=0.0012276703726659113 0.001230676080918868 0.0011025967552171769 0.0010397756693691909 0.0016490020474932967 0.0011001031871273872 0.0011741496088539796 0.0012184204550855773 0.0020940747121773731 0.0015054030072008126 0.0013178745306172681 0.0026216381244519296 0.0011050041149966985 0.0011518207335079458 0.0012468561931200384 0.0011422131291212159 0.0010913828395824332 0.0021653302206559024 0.0012065645834571362 0.0011189141071508138 0.0010479002249894629 0.0021441746115193885 0.0019083804594970388 0.0031841137519221796 0.0022687418137223815 0.0020850332031896457 0.0019062607050841498 0.0019897774242181318 0.0027057429763066767 0.0021392833965911962 0.0014764555136625879
leaf_count=86 18 21 19 49 4 61 39 79 34 278 184 341 117 12 189 59 57 103 110 17 57 42 165 33 145 160 375 200 26 41
internal_value=0 -6.0209e-05 -9.50458e-05 -5.92309e-05 -0.000102347 -7.03003e-05 -0.000107226 -7.19236e-05 -3.86319e-05 -0.000155821 -0.000227315 -0.000168216 -7.87562e-05 -1.97966e-05 -0.000139015 0.000486981 0.00013389 -6.11928e-05 1.19866e-05 0.000330447 0.000442603 0.000617853 0.000383641 8.49012e-05 0.000153592 3.5576e-05 0.000184273 0.000398315 8.01545e-05 0.000831139
internal_weight=0 0.0491377 0.0480351 0.0468044 0.0451554 0.0440553 0.0430155 0.0417971 0.0406229 0.030833 0.0287389 0.027421 0.0247994 0.0236476 0.019144 0.00450357 0.00325671 0.0180018 0.0167952 0.00978997 0.00874207 0.00723667 0.00532829 0.0156902 0.0145713 0.0123026 0.0103963 0.00840652 0.00484503 0.00356149
internal_count=3121 3035 3014 2996 2947 2943 2924 2885 2824 2509 2430 2152 1968 1851 1723 128 116 1534 1431 315 298 264 222 1090 980 947 787 412 226 186
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1348 1374 1456 4 34 160 49 47 4 15 14 403 52 16 12 43 3 43 0 151 457 48 3
split_gain=0.00132574 0.0011398 0.00114311 0.00114968 0.00108628 0.00105294 0.000958714 0.00109388 0.00104152 0.00104043 0.000818024 0.000792585 0.000839226 0.000853125 0.00114006 0.00077791 0.00156991 0.00114863 0.000956548 0.000685925 0.000680315 0.00119114 0.00111869 0.000782556 0.000752799 0.000865123 0.000670327 0.000514806 0.00108363 0.000494389
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 -0.49405499999999997 -0.021334999999999996 -0.40698999999999991 0.10969000000000002 0.13206500000000002 0.24564500000000003 -0.095869999999999983 -0.46885499999999997 -0.088999999999999982 0.10611000000000001 0.22339500000000004 0.098810000000000023 -0.074359999999999996 0.14121000000000003 0.084740000000000024 -0.019414999999999998 0.057610000000000008 0.12766500000000003 0.086125000000000021 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -8 19 -12 -13 14 15 16 -14 -17 -18 -11 21 23 -22 24 25 26 27 28 -20 -19
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 11 12 13 -15 -16 17 18 29 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007358331779905 0.0014008214897030483 0.001400804480160335 -0.0014005491636849348 -0.0012583693046467022 -0.0013847177462339634 0.0010164592467835688 -0.0011037139802952628 0.0013929366992189085 -0.0013911576532606236 -0.0013182874744602656 -0.00098915870160516868 -0.0011264536000196446 -0.00087422805116511132 0.0008615481905184148 -0.0013453757638696101 -0.00057343010367393629 -0.0010523436890425481 0.0012697140532263601 0.00057253605221237712 0.00013663334050050441 0.00051269140713650335 -0.00084915986278676677 -0.0010952137981346498 0.0014006193331255136 -0.00037850992649641959 0.0014005484430142968 -0.00048953202977190596 0.0013376459922159801 -0.00096488435202832701 0.00045178769674666458
leaf_weight=0.0012687095186012512 0.0010075325353682265 0.0010446581145515657 0.0011702128319157614 0.0016414251996756937 0.0010718484425868971 0.001797677495743776 0.0017404732234830292 0.0010144784863683745 0.0011530403698483118 0.0016242315273942076 0.0013827422850631868 0.0010800409372540001 0.0035233905987164171 0.0028516749568339153 0.0010891822764733652 0.0015430942845000573 0.0012572100529637522 0.002422986870996624 0.006015087633361102 0.0010437115122030605 0.001556280660686582 0.0015531178609458065 0.0018655962442313259 0.0014936992675487213 0.0024060628760356204 0.0017141915994045862 0.0016574109468532336 0.001191756801063093 0.0010569467605230365 0.0036052092634624158
leaf_count=86 9 21 17 99 45 49 266 30 37 119 34 158 197 142 22 32 329 60 654 13 69 133 72 37 93 23 50 13 53 159
internal_value=0 -4.7561e-05 -7.63643e-05 -0.000105251 -6.73056e-05 -3.52764e-05 -7.55779e-05 -4.49681e-05 -7.75092e-05 -4.28276e-05 1.20497e-06 5.21862e-05 9.01957e-05 0.0001259 6.41108e-05 0.000110827 -7.05533e-06 0.000504595 0.00013331 -0.000749116 0.000205987 0.000320112 -0.000363933 0.000437009 0.000334503 0.000481945 0.000323229 0.000486238 0.000342762 0.000780547
internal_weight=0 0.053575 0.0525303 0.0515228 0.0498814 0.0487111 0.0469135 0.0458416 0.0448271 0.0436741 0.0419336 0.0392657 0.0378829 0.0368029 0.0339512 0.032862 0.0252908 0.00757129 0.0217674 0.00266794 0.0205102 0.0170883 0.00342188 0.0155352 0.0140415 0.0116354 0.0099212 0.00826379 0.00707203 0.0060282
internal_count=3121 3035 3014 3005 2906 2889 2840 2795 2765 2728 2462 2330 2296 2138 1996 1974 1723 251 1526 132 1197 1056 141 923 886 793 770 720 707 219
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=20
num_cat=0
split_feature=43 43 1 0 15 3 3 2 11 0 52 1 49 48 3 43 52 15 12
split_gain=0.000152722 0.000219221 0.000237613 0.000453465 0.000283987 0.000262974 0.00031347 0.000313015 0.000501283 0.000258002 0.000275356 0.000337173 0.000415314 0.000233573 0.000274199 0.000359677 0.000228825 0.000211136 0.000159231
threshold=0.24789500000000006 0.12450000000000001 0.077565000000000009 -0.084044999999999995 0.035560000000000008 0.16158000000000003 0.083060000000000009 0.082850000000000021 0.080320000000000016 -0.073309999999999986 0.0031350000000000002 0.11061500000000002 -0.069799999999999987 -0.032929999999999994 -0.077774999999999983 -0.072864999999999985 0.096795000000000006 -0.037864999999999989 0.11232500000000002
decision_type=2 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 7 13 17 10 11 12 -8 -4 18 -16 -5 -9 -15
right_child=-2 -3 5 4 -6 -7 9 8 -10 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0033035162181463116 -0.0017260138935618408 0.0020724827287537132 0.0019557694525992476 -0.0022043600026618688 0.0017381991611807391 0.0022933557516207179 -0.0021555582980537103 0.0044776385288077198 -0.00086106927912250246 -0.0027013474171122599 0.0016310748966008478 -0.0029679648828954143 0.0015268547805192972 -0.0027931115393822602 0.0026305588811998282 -0.00098893887348108756 0.00034611135531115156 0.0016093727415348253 -0.00039500339072976582
leaf_weight=0.0012319096040815632 0.0010481246631248711 0.00106128717125653 0.0010072016339819356 0.001441048562273119 0.0011748864833250883 0.001185202281019925 0.0010808505706449978 0.001048274488567924 0.0010199251043392366 0.0011237882304957489 0.001183803499827718 0.0011294955715897004 0.0015401218927202365 0.0011334185209064263 0.0010385393765717232 0.0012601323597887237 0.0014772907050828454 0.0010810055785199779 0.0011636311826066503
leaf_count=733 188 60 32 255 424 136 30 169 132 72 39 37 61 345 139 128 56 65 20
internal_value=0 5.24935e-05 -4.8057e-05 -0.000881241 -0.000152226 0.000229324 6.41476e-05 0.000615337 0.00176404 -0.00073216 -0.000283674 -0.000888048 8.28168e-06 -3.03062e-05 -0.000465576 0.000646349 -0.000913287 0.00302146 -0.00157829
internal_weight=0 0.0223818 0.0213205 0.00532514 0.00409323 0.0159954 0.0148102 0.00875213 0.00314921 0.00605806 0.00493427 0.00375047 0.00262097 0.00560292 0.00459572 0.00229867 0.00291834 0.00212928 0.00229705
internal_count=3121 2933 2873 1468 735 1405 1269 1030 366 239 167 128 91 664 632 267 311 234 365
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 457 457 0 14 48 1 3 4 2 2 12 1 159 15 2 133 3 3 15 13 42 2 42 3
split_gain=0.0013165 0.00126554 0.0011774 0.00160992 0.0010708 0.000958966 0.000789937 0.00131686 0.00086762 0.00152493 0.0013272 0.00114205 0.00114644 0.00113762 0.000995091 0.000957752 0.00085844 0.000816461 0.000988686 0.000732655 0.000610148 0.000836014 0.000612484 0.000969746 0.00073369 0.000570863 0.000487711 0.000377649 0.000574879 0.000327565
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.15747999999999998 -0.0029299999999999994 -0.10607499999999999 -0.10708499999999999 0.12879500000000002 1.0000000180025095e-35 0.11296500000000002 0.50996500000000011 0.083995000000000014 0.098035000000000011 0.098330000000000015 0.13075500000000004 -0.080339999999999981 -0.095869999999999983 0.084715000000000013 1.0000000180025095e-35 -0.10023499999999998 0.10732000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091295000000000015 0.094835000000000017 0.087075000000000014 -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 -2 4 -4 6 -6 -8 9 -9 11 12 -11 14 17 19 20 18 -10 -13 -16 22 24 -24 -22 -25 -26 -23 -29 -20
right_child=1 -3 3 -5 5 -7 7 8 13 10 -12 15 -14 -15 16 -17 -18 -19 29 -21 21 27 23 25 26 -27 -28 28 -30 -31
leaf_value=0.0014006584003441935 0.0014008492196481007 0.0014008745155627792 -0.0014005403929190092 -0.0013251901496131981 0.00098471083728845729 0.0010040501607530919 -0.001139330345565674 -0.00089539448062052926 0.00035090728868154267 -0.0014004009104212189 -0.0007713954406616154 -0.00015311551703098985 0.00061942209965326275 0.0011726029141742584 0.0010433946166261798 0.0012050344703855673 -0.00084667986226591484 0.00040817752673668641 -0.00051494074111021744 0.00073085995688512608 0.0013663584317212495 -0.0011998357395005847 -0.0011495357796787978 0.00097849438247649611 -0.00015482314622528723 -0.00040330748028152602 0.00099517487358581668 0.00044997248234885544 -0.0010146150998413333 -0.0013606836286794806
leaf_weight=0.0012465545147177784 0.0010215122738372875 0.001144931767264267 0.0011509700043319518 0.0020760861434006008 0.001346806891501017 0.0016844707897312175 0.0022844256493974582 0.0022440760416841945 0.0010059402452782251 0.0011547511925478144 0.0018636742627222693 0.0031297965050320897 0.0010539765671637724 0.0010952764650946625 0.0011103395696263627 0.0041171868960265812 0.0024871837767990171 0.0010697665234076226 0.0011629554223873129 0.0044563155680066302 0.0014137158126317217 0.0013553342193688431 0.0014190726531040443 0.0012238575575214128 0.0025343524001186701 0.0011253366445771462 0.001011858110501862 0.0010961910629632143 0.001009507734301085 0.0039414803477968502
leaf_count=86 9 21 17 99 31 49 206 48 97 69 25 42 6 63 96 144 302 23 12 47 33 351 446 32 80 26 6 45 97 513
internal_value=0 -5.53029e-05 -8.75845e-05 -0.000117618 -6.59789e-05 -3.35714e-05 -7.18064e-05 -0.000103879 -4.76689e-05 0.000184678 0.000338317 0.000486975 -0.000436567 -0.00022167 -0.000288162 0.000661273 -9.15871e-05 -0.000720364 -0.000917942 0.000366159 4.96246e-05 -4.08997e-05 0.000190033 -0.000235544 0.000513363 0.000316569 0.000173312 -0.000623278 -0.000252176 -0.001168
internal_weight=0 0.0527911 0.0516462 0.0506247 0.0485486 0.0473976 0.0457132 0.0443664 0.0420819 0.0180198 0.0157757 0.013912 0.00220873 0.0240622 0.0229669 0.0117033 0.0157867 0.00718014 0.00611038 0.00758611 0.0132996 0.0121892 0.00872819 0.00376827 0.00495993 0.00234919 0.00354621 0.00346103 0.0021057 0.00510444
internal_count=3121 3035 3014 3005 2906 2889 2840 2809 2603 381 333 308 75 2222 2159 233 1514 645 622 89 1212 1116 623 504 119 58 86 493 142 525
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 1374 151 1348 1456 43 1 11 15 133 2 52 14 160 51 42 484 1 4 13 49 4 0 4 1374 457
split_gain=0.00134304 0.00133379 0.00129392 0.00145516 0.00113941 0.00106146 0.0010971 0.00101335 0.00103313 0.000983867 0.00106049 0.00121167 0.0010312 0.000754157 0.000865944 0.00135553 0.000899085 0.000869805 0.000965193 0.000710766 0.00101243 0.000924709 0.000604924 0.000864792 0.00109447 0.00110258 0.00118998 0.000547111 0.000642157 0.000664705
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.097240000000000007 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.39192500000000002 0.11230000000000001 0.088215000000000002 0.095175000000000023 0.10622000000000002 0.088930000000000023 0.11434500000000002 -0.10708499999999999 0.083670000000000008 0.082455000000000014 0.090310000000000015 0.085595000000000018 0.080000000000000016 0.50822500000000004 -0.079969999999999986 0.13984500000000002 0.09173000000000002 -0.11437499999999999 -0.49405499999999997 -0.094929999999999987 -0.06290999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 10 11 12 13 14 17 16 -16 18 19 20 21 -10 23 -12 25 -25 -27 -18 -29 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 22 -13 -14 -15 15 -17 27 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.0014865017924652882 0.0014865989269891625 0.0014866298275053058 -0.0014863055464367778 -0.0013724215529610975 -0.0014612936904293983 -0.0014695747838137435 -0.0011519338809346331 0.001477579853572861 -9.797721128282434e-05 -0.0013224384043506621 0.00095465482128684212 -0.0014863690943950274 -0.0011023187506872362 -0.00088394942947891009 -0.00078726621306433658 -0.00094927637983921421 -0.00011963286856099749 -0.0014146992040929142 0.001101996302595081 0.00077565566480941248 0.00043349398276517194 -0.0014280482473201653 0.0014428832707197956 -0.0013672394416589611 0.0012835415943364501 -0.00099016198936172409 0.00083445776299285101 -0.00039948049677137514 -0.0002798581586999518 0.00088926941556103105
leaf_weight=0.0012797534592960949 0.0011290903312328729 0.0012150271281683436 0.0012291446293382071 0.0019757483305014025 0.0011169220113274028 0.0011183568102914867 0.0016687104766061047 0.0010425794058264151 0.0020892115331172523 0.0011429143611980655 0.0033728176633807125 0.0012599846585885635 0.0017724849628546471 0.0017465484310832382 0.0012027875687010683 0.0016876997226757942 0.0023028250034045046 0.00119043034969435 0.0013380702740046777 0.0012282592446406504 0.0019878471681833432 0.0025793574271419928 0.0012707098855742069 0.0014799177475772743 0.0012077172420958959 0.0012424701716327036 0.0021641515135399914 0.0011370259655336676 0.0011957297988232094 0.010539091205822086
leaf_count=86 9 21 17 99 46 29 267 32 372 106 107 56 248 270 15 96 64 75 65 75 69 211 95 64 15 18 40 11 41 402
internal_value=0 -5.32369e-05 -8.76182e-05 -0.000120972 -7.27876e-05 -3.80979e-05 -5.40394e-06 2.85801e-05 -3.69507e-06 3.87542e-05 7.41156e-05 -5.6981e-05 -6.9494e-07 6.39078e-05 0.000122039 0.000318776 0.000449449 -0.000219267 -6.49663e-05 -0.000263006 -0.000454662 -0.000832834 0.000480151 0.00035093 1.68027e-05 -0.000296274 0.000168979 0.000547474 0.000666822 0.00077014
internal_weight=0 0.0556336 0.0544186 0.0532895 0.0513138 0.0500846 0.0489663 0.0478493 0.0468068 0.0451381 0.0439951 0.0332574 0.0319974 0.0302249 0.0284783 0.0180652 0.0163775 0.0104132 0.00922275 0.00788468 0.00665642 0.00466857 0.0107378 0.00946707 0.00609426 0.00488654 0.00340662 0.0151747 0.0128718 0.0117348
internal_count=3121 3035 3014 3005 2906 2889 2860 2814 2782 2515 2409 2070 2014 1766 1496 629 533 867 792 727 652 583 339 244 137 122 58 518 454 443
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=17
num_cat=0
split_feature=14 157 52 124 16 16 3 1 0 4 12 4 1 151 0 13
split_gain=0.000157129 0.000169503 0.00016641 0.000152598 0.000187501 0.000302945 0.000230128 0.000198357 0.000443094 0.000188307 0.00015427 0.000206518 0.000301148 0.000395464 0.00011751 0.000184117
threshold=0.076175000000000007 -0.077234999999999984 -0.087769999999999987 0.11040000000000001 -0.056919999999999991 -0.008904999999999998 -0.10023499999999998 0.11551000000000002 -0.11756999999999999 -0.42529999999999996 0.092355000000000007 -0.0024449999999999997 0.094385000000000011 -0.00099499999999999979 -0.097024999999999986 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 9 10 -9 -7 11 -3 -13 -14 -8 -16
right_child=-2 3 -4 -5 5 6 14 8 -10 -11 -12 12 13 -15 15 -17
leaf_value=-0.00011117241939877526 -0.0016920486041194756 0.0015105139125811959 0.0024168462914963785 0.0016861129969880061 -0.0028248662316171804 -0.00063288220057951435 0.00043444960656086653 -0.00054267287728880194 0.0035360645895037499 0.001964166930926351 -0.001335995515669437 -0.0020440042059813963 -0.0016282619359266944 0.0018226971240271352 -0.00037457033083258535 -0.0026054184693929221
leaf_weight=0.0010737996915777259 0.0012070323199662161 0.0019749472481276325 0.0012825962896336742 0.0010430967067576171 0.0012892458509641269 0.0011272706927130116 0.0010063926696965986 0.0012316986792839657 0.0011617403730413986 0.0014112587392096643 0.0018055118465427067 0.0015268707389931562 0.0011989008179469351 0.0019704045703683448 0.0017848787936704524 0.0015529442971791187
leaf_count=153 101 592 216 30 293 73 50 84 156 71 376 193 61 72 399 201
internal_value=0 6.27145e-05 0.00126484 -7.8319e-05 -0.000174972 -0.000717186 -0.000322384 0.000232658 0.00143709 0.00081091 -0.000107422 0.000225087 -0.000315492 0.000517251 -0.000984621 -0.00141249
internal_weight=0 0.0224416 0.0023564 0.0200852 0.0190421 0.00817199 0.00688275 0.0108701 0.00239344 0.00253853 0.00847664 0.00667112 0.00469618 0.00316931 0.00434422 0.00333782
internal_count=3121 3020 369 2651 2621 1087 794 1534 240 144 1294 918 326 133 650 600
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=18
num_cat=0
split_feature=44 40 42 376 133 43 4 133 13 48 16 4 16 160 4 43 16
split_gain=0.000136409 0.000184779 0.000285524 0.000199884 0.000211755 0.000190109 0.000262197 0.000363391 0.000200331 0.000153363 0.000214728 0.000370042 0.000264268 0.000192882 0.00016226 8.84132e-05 0.000224286
threshold=1.0000000180025095e-35 0.084220000000000003 -0.12995999999999999 0.049360000000000008 0.084415000000000018 -0.084004999999999982 -0.27825499999999997 -0.0061299999999999992 -0.10664 -0.032929999999999994 -0.50690499999999983 0.0061450000000000003 -0.095564999999999983 -1.0000000180025095e-35 0.076415000000000025 -0.13868499999999997 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 15 -7 -8 -9 -10 -11 12 -12 -13 -15 16 -4
right_child=-2 -3 3 -5 -6 6 7 8 9 10 11 13 -14 14 -16 -17 -18
leaf_value=-0.00220977179310664 -0.0016208160333393074 0.0019206997139528065 -0.0007857529728035619 0.0017809466893211829 -0.0017034574410527458 -0.0018037826875203725 -0.0022369808865841433 0.0019218326958635047 0.0014240290201935047 -0.0019849507372910235 0.00062340881601105006 -0.00052008068901112162 -0.0023012462479152455 0.0007956866308249398 0.0029908899366964887 0.00214172944751693 0.0021227230478715405
leaf_weight=0.001186839495504243 0.0010582159876406641 0.0010463252061043695 0.0011859020501826523 0.0013503555698093353 0.0014518422375707765 0.0016960474558231865 0.001233010772373924 0.0014913371708349362 0.0015750159319267718 0.0011142298137229983 0.0010596150537973675 0.0011857572351381407 0.0016204753181084768 0.0017800137596055698 0.0011489408172151716 0.0011017450754149385 0.0010250612274695925
leaf_count=146 60 61 111 145 823 168 703 111 71 35 42 66 311 50 48 137 33
internal_value=0 5.25667e-05 -3.9608e-05 8.90493e-05 -3.33281e-05 0.000107506 -0.000126059 0.000107018 0.00037035 0.000126385 -0.00013203 0.000171817 -0.00114494 0.00102948 0.0016568 0.00108785 0.000562694
internal_weight=0 0.0222525 0.0212062 0.0200193 0.018669 0.0172172 0.0139044 0.0122084 0.0109754 0.00948405 0.00790903 0.0067948 0.00268009 0.00411471 0.00292895 0.00331271 0.00221096
internal_count=3121 3061 3000 2854 2709 1886 1605 1437 734 623 552 517 353 164 98 281 144
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=39 31 45 14 42 376 457 457 4 160 52 1213 34 3 1429 484 158 49 15 4 4 43 151 12 42 12 52 48 42 2
split_gain=0.00123735 0.00115881 0.00118809 0.00124992 0.00100698 0.00112807 0.000774225 0.00110634 0.000767441 0.000915647 0.000831912 0.000753746 0.000788205 0.000950425 0.000664374 0.000717894 0.000611161 0.000623191 0.00063543 0.00110379 0.000878459 0.00102294 0.000786519 0.000958328 0.000625375 0.000620915 0.000529121 0.000501343 0.000461186 0.00146197
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.15747999999999998 -0.0029299999999999994 -0.49405499999999997 -0.40698999999999991 0.11008000000000001 -0.080769999999999995 -0.021334999999999996 -0.52915999999999996 -1.0000000180025095e-35 0.085515000000000022 0.087355000000000016 -0.24167999999999998 -0.095869999999999983 0.24564500000000003 0.181285 0.093175000000000022 0.057610000000000008 0.079890000000000017 0.090835000000000013 0.11232500000000002 0.15915500000000002 0.016865000000000002 1.0000000180025095e-35 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=1 -1 -3 4 -4 6 -6 -8 10 -10 -9 -11 -13 -14 -15 16 17 -16 19 -19 21 22 23 26 25 27 -20 -21 29 -25
right_child=-2 2 3 -5 5 -7 7 8 9 11 -12 12 13 14 15 -17 -18 18 20 24 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007150454204693 0.0014008612558846023 0.0014008063670276113 -0.0014005403265515703 -0.0012788400906072338 0.00097399091199107011 0.0010535812556824828 -0.001072032973236565 -0.0013182479191746923 -0.0012185146249248141 -0.0010206885832096378 0.00025339356683632872 -0.0009972278669797103 0.0014005485101148314 -0.00089689123644033804 -0.00086802699757820606 0.000816864290229844 -0.00077119722236819194 -0.00083008055334282877 0.0010284986836327482 -0.00031543682169301148 0.0011377220166096714 -0.00092922466504902375 -0.00055682487175471088 -0.0014004887486611696 -0.00063088296950611486 0.0013906340518924575 -8.6128563745480202e-05 0.00083538611648320408 0.00039270449722024882 0.00062221048136116425
leaf_weight=0.0010502854042706558 0.0011711732487285067 0.0010326600049666004 0.0010956945094449102 0.0017506186225908485 0.0013109202318215543 0.0017712424071700808 0.0022602137545317804 0.0018639161478119981 0.0011950009894235994 0.0012984672107614328 0.0010228411369013202 0.0013170252503300608 0.0010782351769051879 0.0013516763022551883 0.001260174027862603 0.0025574474985612375 0.0017020177757081081 0.0031552283118498822 0.0047990330285099456 0.0018129562976092473 0.0021257187346961351 0.0014804598278721501 0.0018392413627079671 0.0013855589957467718 0.0013162358129155116 0.0010790728033498453 0.0010110649600960642 0.0012569078229489605 0.0033403879134661363 0.0014175899852206797
leaf_count=84 23 9 17 99 31 49 206 128 197 293 14 34 19 87 24 170 164 160 108 78 60 125 30 277 44 13 10 25 455 88
internal_value=0 -5.49295e-05 -8.55752e-05 -0.000116993 -7.38136e-05 -4.22176e-05 -8.60928e-05 -0.000118466 -6.54676e-05 -1.22924e-05 -0.000761381 2.71078e-05 6.5665e-05 0.000106875 6.44652e-05 0.000105666 4.29075e-05 9.37007e-05 0.000140279 -0.000170614 0.000294312 0.000176927 0.000295656 0.000426823 0.000210119 0.000476924 0.000834533 0.00015575 4.12409e-05 -0.000377583
internal_weight=0 0.0509379 0.0498876 0.0488549 0.0471043 0.0460086 0.0442374 0.0429265 0.0406663 0.0377795 0.00288676 0.0365845 0.035286 0.033969 0.0328908 0.0315391 0.0289816 0.0272796 0.0260195 0.0086204 0.0173991 0.0152733 0.0137929 0.0119536 0.00546517 0.00414894 0.0058101 0.00306986 0.00614354 0.00280315
internal_count=3121 3098 3014 3005 2906 2889 2840 2809 2603 2461 142 2264 1971 1937 1918 1831 1661 1497 1473 320 1153 1093 968 938 160 116 118 103 820 365
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=31 39 42 151 4 150 376 158 160 14 4 34 16 403 159 156 3 47 15 1374 48 130 47 1 10 3 0 2 15 13
split_gain=0.00125196 0.00119068 0.00101534 0.000949699 0.000995228 0.00118056 0.00101294 0.000932205 0.000900468 0.000884235 0.000964392 0.000671139 0.000664849 0.000662199 0.000784617 0.000942863 0.000705731 0.000899006 0.000994035 0.00102984 0.000799223 0.000633172 0.00054465 0.000456147 0.000741493 0.0007591 0.000426353 0.000387963 0.00036435 0.000336175
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.27287000000000006 -0.084634999999999988 0.088470000000000007 0.085900000000000018 -0.090969999999999981 0.076175000000000007 -0.49405499999999997 -1.0000000180025095e-35 -0.54165499999999989 -0.088999999999999982 0.088450000000000015 0.085790000000000019 -0.074084999999999998 0.085770000000000027 0.035560000000000008 -0.094929999999999987 0.10557500000000002 -0.0015749999999999998 0.097480000000000011 0.13686500000000004 0.10887000000000001 0.11924500000000002 -0.10607499999999999 0.10444500000000002 -0.016799999999999995 -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=-1 2 -2 -4 5 28 7 8 -7 10 27 -6 -13 -12 15 16 21 18 19 -18 -19 -15 -23 24 25 -14 -21 -10 -5 -20
right_child=1 -3 3 4 11 6 -8 -9 9 -11 13 12 23 14 -16 -17 17 20 29 26 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014007532942660204 -0.0014005919324684907 0.0014007938550675287 -0.0013734786002598592 0.00025405948885212854 -0.00066084069627312205 -0.0010087729688015444 0.0010513614035222599 -0.0013352484388515062 -0.0014005355208998494 -0.0012418159698500272 -0.001062372776794677 0.0014004939510118414 0.00081230158663732701 -0.00047023986399245295 0.00096248906538802287 -0.0010959693266408346 -0.00063350096520751824 -0.0011373317074127205 -0.00012994927757748991 0.00089947183942985678 0.00019803790121717776 0.00030470087809883077 0.0011491893333554432 0.0011765161836909104 -0.00088685560721687485 -0.00049146185214306228 6.8300109411562675e-05 -0.00025972470687213843 0.0013751805239408466 -0.0012324989404626935
leaf_weight=0.0012136064119290238 0.0011012669575407577 0.0011017777947301957 0.0010255819418478742 0.0010455351560674231 0.0010159626472301406 0.0023383420983174022 0.0012759729983358161 0.0014075871950601773 0.0013592050585522408 0.0012892313805252789 0.0010652356767000262 0.0014623994261526727 0.0030654951467603544 0.0014730510881988401 0.0017754715273161628 0.0014519644364257003 0.0016162925476237442 0.0026538133258298133 0.0010005854631458533 0.0038135277561419665 0.0013140196436154383 0.0055408791631163974 0.0020522238882383359 0.0010963950057512051 0.0010229482094734621 0.0012258928474722097 0.0017726914359039881 0.0010256264659744829 0.0012456089572481224 0.0011839200026813046
leaf_count=86 18 21 47 59 18 322 26 236 69 58 355 47 113 138 107 174 13 62 27 72 27 581 65 83 10 23 107 58 22 77
internal_value=0 -3.87389e-05 -7.12954e-05 -4.05509e-05 -1.12092e-05 -0.000110589 -0.00017362 -0.000219412 -0.000171419 -0.000106984 -5.67048e-05 0.000410282 0.000548502 1.94646e-05 6.43956e-05 -2.39703e-06 6.84217e-05 -0.000136275 9.99367e-05 0.000350893 -0.0006951 0.000369949 0.000532945 0.000354148 0.000184486 0.000439864 0.000635714 -0.000909916 0.000863571 -0.00072749
internal_weight=0 0.0498185 0.0487167 0.0476155 0.0465899 0.0377008 0.0354096 0.0341337 0.0327261 0.0303877 0.0290985 0.00888909 0.00787313 0.0267137 0.0256484 0.023873 0.022421 0.0133549 0.00938702 0.00720251 0.00396783 0.00906615 0.0075931 0.00641073 0.00531434 0.00429139 0.00558622 0.00238483 0.00229114 0.00218451
internal_count=3121 3035 3014 2996 2949 2655 2574 2548 2312 1990 1932 294 276 1805 1450 1343 1169 385 296 192 89 784 646 229 146 136 179 127 81 104
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 156 34 4 151 150 158 16 1 15 133 3 15 42 41 151 160 4 156 43 4 15 4 3 13 13
split_gain=0.00153534 0.00141563 0.00110549 0.00100384 0.00112252 0.000746532 0.000786491 0.00104078 0.00130734 0.000899879 0.000935577 0.000829185 0.000766077 0.00074639 0.000808219 0.000908776 0.000754221 0.000879268 0.000702531 0.000709627 0.000827647 0.000821819 0.000618866 0.000593887 0.000503379 0.00070311 0.000412553 0.000416177 0.000608109 0.000271999
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.021334999999999996 0.24564500000000003 -0.23821999999999996 -0.091259999999999994 0.089460000000000012 -0.5224049999999999 0.111945 -0.098289999999999975 0.10622000000000002 0.16158000000000003 0.084050000000000014 0.091295000000000015 0.07831500000000001 0.056735000000000001 -0.22361499999999998 -0.49405499999999997 0.091895000000000018 -0.15582499999999996 0.50822500000000004 -0.13578499999999996 0.098655000000000007 0.10299500000000002 -0.084319999999999992 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 9 -9 -8 13 -10 -13 -11 15 16 18 -18 19 20 -15 23 26 -22 25 -14 27 28 -23 -30
right_child=1 2 -4 4 5 6 7 8 11 10 -12 12 24 14 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012939979086290759 0.0012941962514462946 0.0008623891995269364 -0.0012187711779162406 -0.0011152111954673106 -0.0012937553839922657 -0.001045072367782694 0.00091582466718258054 -0.0011284682585249619 0.0011153431034662217 -0.00091486322689435229 -0.0012397589213174643 -0.00043234733381994204 -0.0004844720470273801 -0.00088381280416586008 -0.0010339524375975111 0.00075724744362958571 -0.001293838066667612 6.5331041739244549e-05 -0.0011249230255479276 -0.00076436776355949532 6.3920075255640205e-05 -0.00043636095887472599 -0.00064775672779078617 -0.0012874323477940384 0.00129380768251693 0.00089693336584125739 -0.00032543074178101219 0.001008658850067903 0.00088184140520708475 0.00032301789033838639
leaf_weight=0.0011375753549258674 0.0010047490522993021 0.0013971180919529749 0.0019219295233625635 0.0023833293949886416 0.0010258893419505801 0.0016771931689589783 0.0010702762871943597 0.0010175168991395376 0.0021466603866482368 0.0024876604902313018 0.0016459429703686848 0.0021721874361304563 0.0012003101352116019 0.0014349529656847429 0.0017109354111057842 0.001851438207488342 0.0020073488561178623 0.0013206467822044488 0.001037352412481595 0.0019755077622463082 0.0011216203092772048 0.001471301838451562 0.001132657042804964 0.0010573777147868538 0.0010522593992106088 0.0012681241802638965 0.0013338132638942577 0.0017797998107198518 0.0019998311348157173 0.0053772824907534437
leaf_count=86 9 34 99 207 157 35 30 22 73 168 188 67 46 73 334 48 495 129 40 43 6 116 83 75 101 21 15 14 137 170
internal_value=0 -0.000225905 -0.000257025 -0.000217827 -0.000250808 -0.000203313 -0.000176898 -0.000141098 0.000251123 -0.000250286 -0.00029088 0.000430185 0.000171827 -0.000237209 -0.000173862 -0.000114766 -0.000184809 -0.00075448 -8.86778e-05 -3.1145e-05 5.55459e-05 0.000143798 0.00026621 -0.000591835 0.000544588 0.000225206 0.000352751 0.000437861 0.000323049 0.000474507
internal_weight=0 0.050083 0.0490783 0.0471563 0.0457592 0.0433759 0.04235 0.0406728 0.00885706 0.0318157 0.0307455 0.00783954 0.00569288 0.0290995 0.0266119 0.0249009 0.0230495 0.003328 0.0197215 0.0186841 0.0167086 0.0152737 0.0130947 0.002179 0.00352069 0.00246843 0.011962 0.0106282 0.00884842 0.00737711
internal_count=3121 3035 3026 2927 2893 2686 2529 2494 330 2164 2134 308 235 1946 1778 1444 1396 624 772 732 689 616 535 81 168 67 452 437 423 307
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 376 151 34 2 1456 16 1374 403 49 47 43 43 16 474 51 0 42 0 15 16 16 150 13 4 3
split_gain=0.00138961 0.00138392 0.00153717 0.00130484 0.00106063 0.00105851 0.00096189 0.000871282 0.00128396 0.00106815 0.000975803 0.000979654 0.000796749 0.000680192 0.00106556 0.000822305 0.000944821 0.000841525 0.000973079 0.00101025 0.000813506 0.00127351 0.000921293 0.00074782 0.000806243 0.000714772 0.000676585 0.000635302 0.00057254 0.000542296
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.12995999999999999 0.088470000000000007 -0.5225749999999999 -0.021334999999999996 -0.090999999999999984 -1.0000000180025095e-35 -0.54165499999999989 0.093235000000000012 -0.088999999999999982 0.13984500000000002 0.13206500000000002 -0.070064999999999975 -0.0092949999999999994 0.22339500000000004 0.084660000000000027 -0.031924999999999995 -0.10474999999999998 -1.0000000180025095e-35 -0.061629999999999997 -0.095869999999999983 -0.095964999999999981 -0.071854999999999988 0.097210000000000005 -0.47860499999999995 0.24564500000000003 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 -2 3 4 -3 6 -6 -8 -9 -10 -11 12 -12 14 15 20 -17 18 19 -18 -14 -22 25 24 28 -23 27 -25 -21 -29
right_child=1 2 -4 -5 5 -7 7 8 9 10 11 -13 13 -15 -16 16 17 -19 -20 23 21 22 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.0012686263628892461 0.0012689535042795178 -0.00088437301100449217 -0.0011885693402622695 0.0012687633739862521 -0.0012554388404561099 0.00093802190457468581 -0.00097011988372456301 0.0010366432681695316 -0.001029729109560723 0.0010759732850715562 -0.00092101205629047372 -0.0012541695006902669 0.00094167281839403728 0.00080049681925375342 -0.0011566868963330907 -0.0011709990064014558 -0.0010824438514161583 -0.00073532405436363478 0.0010020603458442395 -0.00057008305524784578 -0.0011143088683834804 0.00028625875714638352 0.00066577331218622342 0.00078856526006775333 -0.0010727960571048963 -0.0009931691690832742 0.00082013434737515482 4.687666788989514e-05 0.00063586494128957535 -0.00094883846789009985
leaf_weight=0.0013095845296029465 0.0012433519623300518 0.0024678344001576305 0.0019544619686051581 0.0011924033488099886 0.0010726608674218588 0.0017447606534535245 0.0015626638940418039 0.0018193236141996741 0.0017226970192474314 0.0012888654566651702 0.0014877024908428451 0.0010500750219577517 0.0025300489428534698 0.0017366664918085908 0.0012623256704955557 0.0012829859577165861 0.0013747604227773982 0.0025038511511361597 0.0015742834393490659 0.0012147312677117661 0.0011571829910081996 0.0016854510049881819 0.0046285113835486929 0.0015297767386073238 0.001686386381986254 0.0012042878480817976 0.0024652710998580574 0.0051161959489563072 0.0013230410337516929 0.001062616054184673
leaf_count=86 9 134 99 21 45 49 34 58 252 48 375 35 74 48 26 202 23 163 64 47 101 103 80 8 52 340 33 424 60 28
internal_value=0 -5.36252e-05 -8.48278e-05 -4.23188e-05 -7.38663e-05 -3.13877e-05 -6.86903e-05 -3.99352e-05 -5.89948e-06 -5.2288e-05 -9.29471e-06 -4.62247e-05 -1.17808e-05 2.64967e-05 -1.35066e-05 3.1116e-05 -0.00011615 -4.79739e-05 5.12373e-05 -4.36645e-05 0.000308864 0.000124316 0.000314961 5.55209e-05 -0.000393065 -0.000246938 0.000241773 5.68078e-05 5.86253e-05 -0.000124364
internal_weight=0 0.0539452 0.0527018 0.0507474 0.049555 0.0470871 0.0453424 0.0442697 0.042707 0.0408877 0.039165 0.0378762 0.0368261 0.0353384 0.0336017 0.0323394 0.0211339 0.0198509 0.0173471 0.0157728 0.0112055 0.00867543 0.00751825 0.014398 0.00422416 0.00288974 0.0101739 0.00770859 0.00253777 0.00617881
internal_count=3121 3035 3026 2927 2906 2772 2723 2678 2644 2586 2334 2286 2251 1876 1828 1802 1104 902 739 675 698 624 523 652 159 443 493 460 107 452
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=20
num_cat=0
split_feature=1374 457 484 1 147 52 15 0 0 4 15 15 48 4 52 16 16 16 1
split_gain=0.000239304 0.000266395 0.000275853 0.000184779 0.000224899 0.000207188 0.000379581 0.000278098 0.000563526 0.000357112 0.000192063 0.000278566 0.000248232 0.000182383 0.000222853 0.000234182 0.000172083 0.000238272 1.64707e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.094705000000000011 0.11434500000000002 -0.036009999999999993 -0.075934999999999989 -0.10151999999999999 0.08184000000000001 -0.11713499999999999 0.035560000000000008 0.099800000000000014 -0.49405499999999997 -0.088204999999999992 -0.026164999999999997 -0.014754999999999999 -0.094359999999999986 0.15022500000000003
decision_type=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 5 7 -7 8 10 13 12 16 -4 -9 -15 -16 17 -12 -5
right_child=1 -3 3 18 -6 6 -8 9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0019222441744522205 -0.0017899439492476662 0.0018541389844254773 -0.0021747491719870207 0.0015373924557264677 -0.001888075145946646 0.00055797980201133723 -0.0027579906432542902 -0.00079068342476964115 -0.0023058172967339039 0.0029618379688673879 0.0018781557250952812 -0.00083224267662677823 0.00055892086393970132 -0.00046536112615449963 0.00013243789502343539 0.0024704306060473738 0.002553050180982573 -0.00051739832459137415 0.00082834587799474058
leaf_weight=0.0010067996163698458 0.0013417225798572898 0.0012213200811408411 0.0010248147405791386 0.0010552216891844815 0.0010003947214585187 0.001082871310889244 0.0010872750888509799 0.001440179546097653 0.0016997216709609417 0.0010331018088758359 0.0012948714878255885 0.0014444317653943273 0.001064108797947938 0.0013615706487732915 0.001156484272456737 0.0016115454638940862 0.0010790835267333555 0.0013154380460242976 0.0010054991835570792
leaf_count=55 482 104 66 92 26 165 206 115 980 81 64 68 40 160 176 65 67 48 61
internal_value=0 5.17882e-05 -4.78233e-05 6.47887e-05 -5.93926e-05 4.39899e-05 -0.00110337 0.000204369 -0.000252061 0.000821142 0.000231247 0.000643614 -0.000782203 0.000424079 0.000847722 0.00149362 0.00122143 0.000670941 0.00119142
internal_weight=0 0.0233197 0.0220983 0.0207566 0.0186959 0.0176955 0.00217015 0.0155254 0.00892247 0.00660288 0.00722275 0.00513382 0.00208892 0.00556978 0.0041296 0.00276803 0.00368939 0.00261031 0.00206072
internal_count=3121 3066 2962 2480 2327 2301 371 1930 1333 597 353 247 106 516 401 241 179 112 153
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=19
num_cat=0
split_feature=52 1 14 376 157 48 42 14 2 0 43 16 42 0 0 52 1 4
split_gain=0.0001683 0.000210167 0.000286607 0.000249222 0.000273925 0.000221551 0.00027633 0.000259672 0.000478822 0.000249918 0.00026179 0.000206806 0.000186787 0.000159792 0.000142012 0.000135086 0.000188066 6.49504e-05
threshold=-0.40306999999999998 0.13686500000000004 0.054835000000000009 0.048375000000000008 -0.077384999999999995 0.12230500000000001 -1.0000000180025095e-35 -0.10708499999999999 0.11362000000000001 -0.23091999999999999 -0.084004999999999982 -0.15241499999999997 0.093505000000000019 -0.11013499999999998 -0.10607499999999999 -0.081429999999999989 0.094465000000000007 0.10528000000000001
decision_type=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 -6 -8 9 -9 12 14 -11 -2 -12 -13 -17 -3
right_child=1 17 -4 -5 5 -7 7 8 -10 10 11 15 -14 -15 -16 16 -18 -19
leaf_value=-0.0014573449362441651 0.0023077082890557276 0.00056291136504561497 -0.0021112067735523737 0.0016899441440600767 -0.001786385811304684 -0.0019148466333483592 -0.0016706276470659668 0.0017632692170739775 0.0021018533075161704 0.001632611640761796 0.00097342649395148052 -0.00012657246043682054 -0.00054934597255311174 0.00012501413944615385 -0.00076040053186729884 -0.0025588215837820802 -0.00042320730071601133 0.0019744948899787854
leaf_weight=0.0012268691593331207 0.0010965205979687198 0.001035989474022613 0.0010274128359819548 0.0013355435334063684 0.0014305397685486507 0.0011785588044510567 0.00125634208362957 0.0010160780087460327 0.0018139463389919017 0.0015601175548338748 0.0014324674690917583 0.0010828007155666546 0.0010195363379406075 0.0010151134768396899 0.0015412556119946946 0.001768398290911832 0.001022909308034059 0.0010134051020639356
leaf_count=324 33 42 95 134 699 54 58 28 148 175 57 92 39 228 59 635 101 120
internal_value=0 5.02046e-05 -7.02586e-05 3.68892e-05 -8.41844e-05 -0.000260028 -0.000129524 4.58667e-05 0.0002218 -0.000104747 -0.000306079 -0.000711545 0.000770254 0.00125843 7.47986e-05 -0.00131513 -0.0017762 0.00126093
internal_weight=0 0.0226469 0.0205975 0.0195701 0.0182346 0.016123 0.0149444 0.0135139 0.0122575 0.0104436 0.00942749 0.00684783 0.00257965 0.00211163 0.00297372 0.00387411 0.00279131 0.00204939
internal_count=3121 2797 2635 2540 2406 2145 2091 1392 1334 1186 1158 944 214 261 116 828 736 162
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=31 151 4 150 105 158 1374 160 41 14 133 38 3 3 2 0 1 2 48 4 16 3 49 3 3 42 4 16 52 2
split_gain=0.00138457 0.000931376 0.000929486 0.000895415 0.000884866 0.000868006 0.000898303 0.000799885 0.00083878 0.000724636 0.000638157 0.000821583 0.000822103 0.000814049 0.000530952 0.000753269 0.000665173 0.000708506 0.000499337 0.000496615 0.00082938 0.000488814 0.00048078 0.000585374 0.000458013 0.000417763 0.00041459 0.000677502 0.000380804 0.000324757
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 -0.097839999999999996 1.0000000180025095e-35 0.08962500000000001 0.093235000000000012 -0.22361499999999998 0.075585000000000013 -0.46885499999999997 0.10622000000000002 0.088570000000000024 0.14121000000000003 -0.12018999999999998 0.11215000000000001 -0.23051499999999997 0.10089500000000001 0.096540000000000015 0.085700000000000012 -0.0024449999999999997 -0.083539999999999989 0.096675000000000011 0.0034800000000000005 -0.14186499999999996 0.10893000000000001 0.088200000000000014 0.50822500000000004 -0.54165499999999989 0.098380000000000009 0.12299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 7 -5 10 -4 11 12 13 22 15 -15 17 19 -14 20 -17 -18 23 28 -16 -22 27 -11 -9 -29
right_child=1 2 4 5 -6 -7 -8 8 -10 26 -12 -13 18 14 24 16 21 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015774617720990159 -0.0015401275353860407 0.0010593020159114755 -0.00032339427635487661 -0.001081091303662077 -0.00094389861186210849 -0.0013467637401686893 -0.0015728933642390219 -0.00076032644761053281 -0.001218094872803182 0.0015771469647495998 -0.00093184332055083459 -0.0012909754710024178 0.00037492544480411283 0.00083429190026874998 -0.00015646467784948218 0.0004777519293618306 0.00052272946163245816 0.00047649874869864426 0.0015154505972968866 -0.0013161786490518319 -0.0011195299190503516 -0.000558133898070176 0.0014980884639144742 0.0011426607994511704 -0.0015411099157206891 5.8410683235407837e-05 0.0015771900194288958 -0.00013482366907012711 0.00053089669458508844 0.00087460043194735159
leaf_weight=0.0013070973571434044 0.0010447378057492065 0.0014887129633969201 0.0016460351186111674 0.0019305859990785814 0.0010363789039971047 0.0015409345511991903 0.0010531666164954592 0.0012399773116769097 0.0014293805513823079 0.0013289258270106083 0.001668838029626806 0.001063207189806902 0.0028381174457550165 0.0021622398901968041 0.0012193083797518147 0.0018424901913969179 0.0043439690622548719 0.0017842283728848329 0.0014385016696110142 0.0019407927676915737 0.0028364620379661698 0.0013682926944227347 0.001120106102753482 0.0013431763190965207 0.0011586267269763084 0.0010172921141051727 0.0014947515082237572 0.0020928093281513665 0.0010481387653271668 0.0012758286447120959
leaf_count=86 47 37 36 234 14 219 33 103 87 43 352 34 34 26 124 316 108 149 46 161 451 21 16 16 13 102 101 47 5 60
internal_value=0 -6.71803e-05 -3.49541e-05 -0.000140075 0.000425539 -0.000187832 -0.000138014 -9.45817e-05 -3.6628e-05 0.000606605 1.70966e-05 7.03011e-05 0.000120727 9.04892e-06 -0.000132434 -3.63735e-05 -0.000160772 -0.000418211 0.000758557 -0.000627241 -0.00039251 0.000263824 0.000594873 0.000316268 -0.00083112 -0.000808584 0.000853816 0.000623641 -0.000168844 0.000247483
internal_weight=0 0.048796 0.0477513 0.0388765 0.00887473 0.0373878 0.0358469 0.0347937 0.0328631 0.00783835 0.0314338 0.0297649 0.0287017 0.0244251 0.0196737 0.0172958 0.0151335 0.00942127 0.00427662 0.00763704 0.00569624 0.00571226 0.0047514 0.00363129 0.00237794 0.00385375 0.00619232 0.00469756 0.00228812 0.00336864
internal_count=3121 3035 2988 2687 301 2650 2431 2398 2164 287 2077 1725 1691 1611 1471 1334 1308 1179 80 1030 869 129 140 124 137 553 251 150 108 107
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=18
num_cat=0
split_feature=453 4 11 160 3 50 2 484 133 13 0 4 16 13 0 16 2
split_gain=0.000158758 0.000285892 0.000262879 0.000242877 0.000222485 0.000208185 0.000202077 0.000177707 0.000398594 0.000221489 0.000177 0.000374983 0.000273634 0.000154646 0.000130563 0.000196872 0.000126969
threshold=1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.091944999999999985 -0.14989499999999997 0.041865000000000006 0.13712500000000002 0.084040000000000017 -0.0061299999999999992 -0.084034999999999985 -0.059114999999999994 0.0061450000000000003 -0.094359999999999986 -0.41572999999999993 0.12500000000000003 0.27252000000000004 0.113445
decision_type=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 -5 13 11 -11 -13 -10 15 -12 -6
right_child=-2 4 -4 5 16 -7 -8 -9 9 10 14 12 -14 -15 -16 -17 -18
leaf_value=-0.0019640971109600776 -0.0019514328649758326 -0.00037664003446388408 -0.0024311691390353279 -0.0028950774408834324 0.0012161451968687744 0.0021341099227660553 -0.0021429965237329618 0.0017433993441049178 7.9725843643602134e-05 -0.0027872308688108248 0.0029665161209471934 -0.0014766724064806988 0.0015065386758601113 0.0022216296315410943 -0.00057989902187672822 -9.1691912127396088e-05 0.003420596398556098
leaf_weight=0.0014765375139237083 0.001002644391708051 0.0013676223368790374 0.0012045577682711075 0.0011038779697000187 0.0016450381524579774 0.0011623180984733908 0.0010257564226936475 0.0014722391934585142 0.0014643928883799617 0.0016059530430615468 0.0010002835235196671 0.0013607313111307917 0.0016564568338870989 0.0018583264763365444 0.0013320518395563141 0.0010465356663655889 0.0010337223914796967
leaf_count=372 79 57 187 530 116 408 68 165 34 455 42 51 103 189 23 80 162
internal_value=0 5.26078e-05 -0.000203576 -5.08183e-05 0.00124097 0.00012477 -3.16949e-05 0.0001241 -6.77152e-05 0.000207882 -0.000236323 -0.00086305 0.000161131 0.00127765 0.000621196 0.00140286 0.00206683
internal_weight=0 0.0228164 0.01877 0.0175655 0.00404638 0.0160889 0.0149266 0.0139008 0.0124286 0.0113247 0.00800201 0.00462314 0.00301719 0.00332272 0.00337887 0.00204682 0.00267876
internal_count=3121 3042 2707 2520 335 2148 1740 1672 1507 977 754 609 154 223 145 122 278
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 156 376 15 158 1374 403 34 3 0 15 48 1 0 4 15 13 11 49 2 43 52 13 42 48 52
split_gain=0.00138379 0.00139125 0.00128003 0.00152066 0.00128555 0.0011067 0.00102619 0.000955637 0.000867611 0.000855446 0.000794498 0.000847617 0.00101463 0.00119405 0.00154167 0.00103632 0.00131795 0.000958871 0.000950123 0.00101421 0.000833008 0.00109619 0.000822716 0.000821698 0.000738394 0.000703806 0.000700679 0.000656043 0.000618376 0.000595857
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -1.0000000180025095e-35 0.088470000000000007 -0.47006499999999996 0.087355000000000016 0.093235000000000012 -0.088999999999999982 -1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -0.095869999999999983 0.12879500000000002 0.093575000000000019 -0.08824499999999999 -0.49405499999999997 0.091650000000000023 0.10002500000000002 0.080705000000000013 -0.069799999999999987 0.10731 -0.066504999999999995 0.14295500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10911000000000001 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=-1 2 -2 4 -4 -6 7 -7 9 10 -9 -12 20 14 24 16 22 -15 -19 25 21 -13 -16 -22 -14 27 -23 -20 -26 -29
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 11 12 13 17 15 -17 -18 18 19 -21 23 26 -24 -25 28 -27 -28 29 -30 -31
leaf_value=0.0014287389431828677 0.0014288884581588896 0.0014288589408142721 -0.0014286010876492516 -0.001308362810809567 -0.0014284204983867654 0.0011978543061651702 0.0010056232319549387 -0.00087898121136224491 -0.00097257093622601953 -0.0012576914939000472 -0.001005444365999674 0.0014155777736555653 0.00055125214269400777 -0.0011447622766704369 -0.00041551282246272855 -0.00064755259617629195 0.0012928786080737811 -0.0013273768435414406 -0.00076123338435712452 -0.0012038845668863791 -0.00055580726410102367 -0.00047762354225407957 0.00070469349729421617 0.00062641710847466988 -0.00075926645588120819 -0.00079496699317052285 0.0010297464731107431 4.9918480267616392e-05 0.00033135272086614757 0.00087901669293316488
leaf_weight=0.0013239273917040597 0.0011274884909653329 0.0012755534840209739 0.0013735333242976813 0.0020754339387103462 0.0011305652677249247 0.0012441721296934096 0.0019917961324571456 0.0020169611491289699 0.002080104026044082 0.0011324133694365903 0.0015378532466172592 0.0030472500650659956 0.0016662653752916867 0.0025612365673643904 0.0023083674507979879 0.001331246488518901 0.0042526417484936019 0.0013241615161518798 0.0010741110656233878 0.0013550052277140354 0.0024401345052922352 0.0015076992167450953 0.0031803349455365899 0.002358871448507216 0.0048325006589156061 0.0014677712834523246 0.0010796119336760057 0.0037933861938835162 0.0013588588319635164 0.0033127790167348792
leaf_count=86 9 21 17 99 159 65 49 383 217 37 31 37 24 325 28 11 96 59 278 259 31 33 36 33 86 83 43 378 24 84
internal_value=0 -4.72202e-05 -7.86201e-05 -0.000107509 -6.35997e-05 -2.97487e-05 -6.03453e-07 -3.89512e-05 -6.91122e-05 -3.07119e-05 -1.64827e-06 3.69965e-05 7.32234e-05 -4.69069e-05 0.000191109 0.000534482 0.000696018 -0.000349537 -0.000184313 -4.67507e-05 0.000462606 0.000835067 0.000233572 2.52954e-05 -0.000292755 0.000115761 0.000151359 0.000279171 -0.000519901 0.000436431
internal_weight=0 0.0612381 0.0599626 0.0588351 0.0567596 0.0553861 0.0542555 0.0522637 0.0510196 0.0489395 0.047807 0.0457901 0.0442522 0.0338187 0.0189302 0.0110726 0.00974134 0.0148885 0.0123272 0.0110031 0.0104336 0.00563456 0.0054887 0.00479901 0.00785762 0.00964805 0.00258731 0.00818028 0.00619136 0.00710617
internal_count=3121 3035 3014 3005 2906 2889 2730 2681 2616 2399 2362 1979 1948 1771 305 171 160 1466 1141 1082 177 113 64 64 134 823 76 740 110 462
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=17
num_cat=0
split_feature=1 14 15 42 484 1 15 42 2 2 52 15 15 0 16 16
split_gain=0.000156957 0.000271279 0.000260851 0.000193557 0.00029286 0.000262275 0.000246646 0.000180414 0.000180217 0.000232114 0.00047659 0.000170598 0.000380299 0.000168388 0.000210676 0.000122178
threshold=0.11230000000000001 -1.0000000180025095e-35 0.084050000000000014 0.075730000000000006 0.08660000000000001 0.094465000000000007 -0.033689999999999991 0.085505000000000012 0.089885000000000007 0.093175000000000022 0.096795000000000006 -0.016799999999999995 -0.052074999999999989 -0.10836499999999999 -0.040964999999999994 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -5 -8 -3 -10 -11 12 13 -2 -15 -7
right_child=11 2 -4 6 -6 15 7 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0024450946388726792 -0.00038998677223159577 -0.0015727001650318391 -0.0018033050864463976 0.00055096127800399654 0.0025955381026055422 0.00047848668501534753 -0.00035269287189720964 -0.0026816073526971795 0.0016199662658429809 -0.0028010606257286696 0.00096476975477908784 0.0016469187454766214 -0.0022662565536664234 0.0024369517140275096 -5.284159767547231e-05 0.0023052547735869316
leaf_weight=0.0010223822119712614 0.0017115476080431513 0.0017327510491674802 0.0015802874737345105 0.0017907040541184083 0.0010540718156801807 0.0017273673175446369 0.0012214132601606762 0.0013324118744120206 0.0013179603415598429 0.0011165026471987582 0.0015207791396858461 0.0018761764969088537 0.0010381092866058594 0.0015195668401672968 0.0011391710865775728 0.0011809418945500916
leaf_count=52 115 213 1021 488 68 81 138 148 64 155 49 71 34 152 113 159
internal_value=0 -0.000261014 -0.000117647 7.26951e-05 0.000418071 0.000151072 -0.000694478 -0.00156776 -0.000395612 0.000120059 -0.000629508 0.000509669 0.000115157 0.000680833 0.00137017 0.00122026
internal_weight=0 0.0165976 0.0155752 0.0139949 0.00965037 0.0085963 0.00434453 0.00255383 0.00568799 0.00395524 0.00263728 0.00728457 0.00540839 0.00437029 0.00265874 0.00290831
internal_count=3121 2636 2584 1563 789 721 774 286 481 268 204 485 414 380 265 240
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=18
num_cat=0
split_feature=14 1 4 47 151 1 50 0 457 2 3 0 2 4 2 3 4
split_gain=0.000159605 0.000164726 0.00030095 0.000264523 0.000347519 0.000258126 0.000233554 0.000286874 0.000313413 0.000308246 0.000209215 0.000206316 0.000187305 0.000240873 0.000131679 0.000121198 7.64443e-05
threshold=0.076175000000000007 0.077565000000000009 -0.029144999999999997 0.086380000000000012 0.056735000000000001 0.13146500000000003 0.088425000000000017 -0.15202999999999997 0.082380000000000009 0.081135000000000013 0.090900000000000009 -0.10607499999999999 0.10855000000000002 -0.49013999999999996 -0.13033999999999998 -0.10217499999999997 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 10 7 8 -3 14 11 -5 13 -1 -9 -15 -11
right_child=-2 3 -4 5 -6 -7 -8 9 -10 16 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.0023412290000429073 -0.0016989720125140026 -0.00079635622011771205 -0.0021047470737763458 0.001081665291270523 -0.0012852209664536306 0.0009172610761404035 -0.0008876190298751891 0.0021800143424934916 0.0023370220455766763 0.0025523444820166209 -0.0029823181891641981 -0.0016392129039828863 0.0017705709210360772 -0.00073492766431955013 -2.8417267657330262e-05 0.0012076358738026245 0.0042730638777647581
leaf_weight=0.0010246455152635985 0.0011683782028475411 0.001968787935953566 0.0019094728465265396 0.0010293548634692229 0.0015213460876744031 0.0018002213485992513 0.0010922455525883557 0.0010621096337768421 0.0010592568423817283 0.0011598492722306748 0.0010496233222099249 0.0014457209020246617 0.0010864603471816281 0.0013092226385680288 0.001289952520896696 0.0014720456398580901 0.0010717162802027485
leaf_count=32 101 85 763 35 84 55 256 70 39 160 46 168 96 60 224 663 184
internal_value=0 6.20662e-05 -0.000540841 0.000325786 0.000762962 -0.00051371 0.00112096 0.00140918 0.000299748 0.0021421 -0.00124457 -0.000507632 6.95442e-05 -0.000416042 0.000968834 0.000293216 0.00337873
internal_weight=0 0.022352 0.00680185 0.0155502 0.0102253 0.00532492 0.00870392 0.00761167 0.00302804 0.00458363 0.0035247 0.00247508 0.00489237 0.00380591 0.00235206 0.00278127 0.00223157
internal_count=3121 3020 1614 1406 1102 304 1018 762 124 638 249 203 851 755 294 723 344
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=31 45 14 151 457 457 151 1456 4 15 11 0 1 43 133 156 42 124 160 376 160 49 133 42 16 13 0 457 52 4
split_gain=0.00122274 0.00112278 0.00139808 0.000935364 0.000823516 0.00131932 0.000928147 0.00119298 0.000952614 0.00120311 0.000971709 0.000961614 0.000981416 0.000709251 0.000682104 0.000679692 0.000732325 0.00106879 0.000868592 0.000703443 0.000770001 0.000613736 0.00135812 0.000669886 0.00100683 0.000760312 0.000590479 0.00041585 0.000475783 0.000381029
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24564500000000003 -0.095869999999999983 0.079915000000000014 -0.15350499999999997 0.111945 0.084740000000000024 0.10622000000000002 0.091335000000000013 -0.095284999999999995 0.51153000000000015 -0.090969999999999981 0.049360000000000008 -0.074254999999999988 0.0093850000000000027 -1.0000000180025095e-35 0.09832500000000001 0.22339500000000004 -0.084034999999999985 -0.13843999999999998 0.10021000000000001 -0.088204999999999992 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 3 -3 -5 -6 13 -8 9 -9 14 -10 -13 27 15 16 17 -11 -18 20 -20 22 -22 24 25 -24 -27 28 -7 -14
right_child=1 2 -4 4 5 6 7 8 11 10 -12 12 29 -15 -16 -17 18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014006977299059764 0.0014007855353464242 -0.0013702330376582511 -0.0013038331057470345 0.0010447686429880694 -0.0010887092063933004 -5.1870642585632819e-05 -0.0014004193282048996 -0.0011148661032001467 0.0013661631194754032 -0.0014005661912161796 -0.0014004128474132116 -0.000543179926981634 0.00030729158019741941 -0.00056741954190577426 -0.00088043452044887761 -0.00090621712236738355 -0.00080280905782450791 0.00047865196218702696 0.0011296745804921541 0.001400689639393571 -0.0014004121265700686 0.00094202941919784933 0.00084479665019526577 0.0010578722057208718 -0.00094335716288168375 0.00055486618592847942 -0.00063199131990216209 -2.397458255889425e-05 0.001022281221331184 0.0013403322629140075
leaf_weight=0.0011429128273094937 0.0010042680787591953 0.0010255601459334676 0.0018061891811704802 0.0013863024027536133 0.0022792110239011612 0.0010076867105723863 0.0013195901521794165 0.0023949126466731299 0.0015955238832745522 0.0013712459419057401 0.0010294162653821095 0.002399188756868397 0.002163064370622747 0.0011627733836832022 0.0016247717904658279 0.0013247146678665436 0.001431541651510492 0.0010462811126217275 0.0017135684769833412 0.0011312396699167957 0.0011968008003198092 0.0015704140690844257 0.0026739824294583769 0.0014529599344754729 0.0016644623164410177 0.0013794341230095597 0.0020340122038824404 0.0015221010019281778 0.004092652587887712 0.0010351913218191733
leaf_count=86 9 46 99 34 206 65 236 165 50 114 89 65 69 25 332 103 150 10 58 12 455 78 53 27 49 12 108 56 172 88
internal_value=0 -6.45505e-05 -9.53145e-05 -4.78915e-05 -1.77571e-05 -5.15281e-05 5.65849e-06 -9.54149e-05 -4.19888e-05 -0.000171014 -7.11929e-05 0.000407168 0.000133811 0.00044126 -7.88995e-06 6.30275e-05 0.000131814 -0.00058726 0.000238802 0.000339438 0.000251716 0.000126053 2.85953e-06 0.000185311 2.1764e-05 0.000285653 -0.000152361 0.000618364 0.000810058 0.00064166
internal_weight=0 0.0488391 0.0478348 0.0460286 0.045003 0.0436167 0.0413375 0.0335523 0.0322327 0.0250398 0.0226448 0.00719297 0.00559744 0.00778521 0.0216154 0.0199907 0.0186659 0.00241753 0.0162484 0.0148169 0.0136856 0.0119721 0.0104017 0.00920485 0.00775189 0.00608743 0.00341345 0.00662244 0.00510034 0.00319826
internal_count=3121 3035 3026 2927 2881 2847 2641 2323 2087 1815 1650 272 222 318 1561 1229 1126 124 1002 852 840 782 704 249 222 173 120 293 237 157
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 1374 457 1213 151 457 16 43 376 151 52 105 3 13 160 155 1 49 48 13 2 4 0 3 52 4
split_gain=0.00143823 0.00124956 0.00162661 0.00112394 0.00106093 0.00100382 0.000933703 0.000900296 0.000821828 0.000872447 0.0010871 0.00117538 0.00116604 0.00112727 0.00111891 0.00108211 0.000675745 0.000988728 0.00073042 0.000672814 0.000663315 0.000925593 0.00098706 0.000705949 0.00105985 0.000893265 0.000714138 0.000676461 0.000610551 0.00117785
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 0.097240000000000007 -0.15747999999999998 -0.080769999999999995 -0.40381499999999992 -0.0029299999999999994 -0.49446999999999991 0.24789500000000006 0.088470000000000007 -1.0000000180025095e-35 0.41423000000000004 1.0000000180025095e-35 0.090900000000000009 0.0027400000000000007 0.086075000000000013 0.088610000000000008 0.11249000000000002 -0.12164499999999999 0.091545000000000015 -0.010094999999999998 0.10613000000000002 -0.0029599999999999995 -0.13455999999999999 -0.10115999999999999 0.070205000000000017 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 3 4 -3 6 -6 -8 -9 -10 15 12 13 16 19 -11 17 18 -12 20 21 -15 23 25 26 -23 -25 -24 29 -22
right_child=1 2 -4 -5 5 -7 7 8 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 28 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001457373655868943 0.001457419621264703 -0.0014571122715896436 -0.0013702252388172248 0.0014574044098912479 0.0011203085383480185 -0.0014360271415461159 -0.0011990960950053323 -0.001195228805464945 -0.0010213279586269001 0.0010227548437976948 0.00032041699371635423 -0.0013257340927227339 0.0014572528120950388 -0.0013964765485621228 -0.0014570019902581536 -0.00064366679676364788 0.0011857705812413797 0.00117241311287549 -0.0013143278203563392 -0.0012202190301800466 -0.0010419113398331165 0.00045074894999174738 0.0014206665855605988 5.3047372425282049e-05 0.00030944489731812754 -0.00068790297025504265 -0.0011088516826129346 7.0165687905881485e-05 0.0014018742801478398 0.00055990076511785005
leaf_weight=0.0013626601750877923 0.0011310913687339044 0.0011446505157159939 0.0020266264235377909 0.0010429976805284005 0.0015096387160600236 0.0010669925592239329 0.001389179631994474 0.0012054548616973184 0.0016318540718507349 0.0041413996549399734 0.0013273560140074627 0.0014134858906915673 0.001173124478769604 0.0012106453143143616 0.0013052505121020621 0.0010334956400583906 0.0022559249288391925 0.0013419833874301901 0.0010305379472832499 0.0010497820889767686 0.0012776893717045814 0.0048910529633516674 0.0013861059755981842 0.0014738079887024469 0.0023940481098549959 0.0020860562182905091 0.0047142776941374726 0.0018221082321110407 0.0010341665607285222 0.0041042725863418283
leaf_count=86 9 17 99 21 32 29 319 60 180 162 88 162 34 45 143 8 49 37 41 148 43 513 10 23 62 171 338 73 23 96
internal_value=0 -5.79289e-05 -8.99758e-05 -3.95537e-05 -7.05236e-05 -3.83099e-05 -7.37065e-06 -4.38298e-05 -8.40516e-06 2.40373e-05 6.42074e-05 -2.26255e-05 2.87128e-05 -1.95757e-05 -0.000139085 0.000689948 0.000557307 0.000174114 -0.000394062 -7.64041e-05 -3.09109e-05 -0.000161797 -8.21502e-05 -0.000233867 -0.000513675 0.000110308 -0.000832124 0.000653648 0.000376632 0.000179627
internal_weight=0 0.0546151 0.053484 0.0514573 0.0504143 0.0492697 0.0482027 0.0466931 0.0453039 0.0440984 0.0424666 0.0372917 0.0358782 0.0347051 0.0287493 0.0051749 0.0059558 0.00369988 0.00235789 0.027444 0.0263942 0.0199781 0.0187675 0.0155592 0.00858213 0.00697711 0.00618809 0.00320821 0.00641613 0.00538196
internal_count=3121 3035 3026 2927 2906 2889 2860 2828 2509 2449 2269 2099 1937 1903 1688 170 215 166 129 1545 1397 1235 1190 1107 423 684 361 83 162 139
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=18
num_cat=0
split_feature=1374 457 484 15 11 48 3 15 51 151 0 0 2 2 131 16 2
split_gain=0.000194007 0.000198878 0.000257601 0.000168937 0.000389902 0.000202589 0.000463794 0.000287271 0.000378001 0.000196008 0.000179656 0.000296494 0.000190448 0.000178924 0.000171545 0.000162246 5.61662e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.24436499999999997 0.081365000000000007 0.016865000000000002 0.0022600000000000003 -0.016799999999999995 -0.090529999999999985 -0.0038099999999999996 -0.10836499999999999 -0.057069999999999989 0.096540000000000015 0.10188000000000001 0.023795 -0.056919999999999991 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 5 7 -7 14 -9 -8 -10 -12 -13 -14 15 -5 -4
right_child=1 -3 3 4 -6 6 9 8 10 -11 11 12 13 -15 -16 -17 -18
leaf_value=-0.0017641230655861696 -0.0017440968583997576 0.0016980507576554043 0.0016172227511681058 -0.00072803931740823597 -0.0023988385349261814 0.0023078318038888801 0.0010810447901247306 0.0025229123401549255 0.0010847773518069493 -0.0011650278596154731 -0.0022457045152310382 -0.0012696846768878551 0.0019674547380972539 -0.00012915061692915476 0.00026530940549933293 -0.0026123281700881715 0.00037222201060230746
leaf_weight=0.0010008570989086243 0.0013474839433616206 0.0011439204800822713 0.0013842446557822364 0.0017499122380060239 0.0010889466903920555 0.0019659805446682324 0.0010470792731958056 0.0010632931360481388 0.0016753245578264809 0.0016153733854409325 0.0011543420789019944 0.0012077695260521897 0.0010556488671547015 0.0018010300334170282 0.0012121770220008266 0.0013039323044670087 0.0010358631745650548
leaf_count=55 482 104 90 157 136 294 44 77 74 74 960 41 15 65 117 201 135
internal_value=0 5.47521e-05 -3.18413e-05 8.14757e-05 -5.38038e-05 9.77295e-05 0.000818233 -0.000175091 0.000278795 -0.000281701 -6.73192e-05 -0.000437163 7.64804e-05 0.000645623 -0.00102173 -0.00153259 0.00108433
internal_weight=0 0.0228523 0.0217084 0.0203609 0.0179408 0.0168519 0.00462843 0.0122234 0.00795741 0.00266245 0.00689412 0.00521879 0.00406445 0.00285668 0.00426602 0.00305384 0.00242011
internal_count=3121 3066 2962 2480 2255 2119 412 1707 1232 118 1155 1081 121 80 475 358 225
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=18
num_cat=0
split_feature=52 376 1 47 48 3 0 15 3 4 157 14 48 0 2 15 16
split_gain=0.000157074 0.000343939 0.000211906 0.00025241 0.000291794 0.000223157 0.000501611 0.000269525 0.000224818 0.000220597 0.000314743 0.000332611 0.000292768 0.000350055 0.000288338 0.000198162 0.000181476
threshold=-0.24164999999999998 0.088470000000000007 0.077565000000000009 0.092710000000000015 0.11454000000000002 0.10732000000000001 -0.084044999999999995 0.035560000000000008 -0.13309499999999996 -0.064804999999999988 -0.077234999999999984 -0.10708499999999999 0.086260000000000017 -0.10607499999999999 0.091545000000000015 -0.094549999999999981 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 6 -2 8 -8 14 -11 -12 13 -13 -4 -15 -14
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 11 12 16 15 -16 -17 -18
leaf_value=-0.0012181922914970827 -0.0038267582310131353 0.002454979352240946 0.00090964067672224332 -0.0019406013430903596 0.00086744410143991873 0.00096617363156285818 7.058706075148401e-05 0.0012595297495684946 -0.0025797583192289464 0.0029852945938349251 -0.0014264174162585341 0.0029437809264436531 -0.0017544622072651187 0.001628684472350846 -0.0023813019433865075 -0.00076694036080608003 0.00072871604976886223
leaf_weight=0.0019284213251957163 0.00105425210538401 0.0011131475385831582 0.0010007757551169236 0.0018848101768016443 0.0011363803095987279 0.0011756073555488911 0.0012358101100957697 0.0012398883080044221 0.0012169621159938155 0.0011312936644527491 0.001393532957502332 0.0019780375669911114 0.0010067670610851565 0.0014191997045062158 0.0010401578397285505 0.0012390085074860321 0.0012815622925685943
leaf_count=374 762 61 317 132 62 17 25 462 177 91 80 138 32 90 61 133 107
internal_value=0 8.56865e-05 -4.33811e-05 0.000241369 -0.000884393 -0.000741084 -0.0011639 -0.000403655 -0.0012444 0.000537369 0.00081922 0.000524626 0.000917262 0.00154955 -0.000767582 0.000512068 -0.000363776
internal_weight=0 0.0215472 0.020434 0.0145115 0.00302119 0.00592252 0.00474691 0.00369266 0.00245277 0.0114903 0.0094494 0.00831811 0.00692458 0.00463625 0.00204093 0.00265821 0.00228833
internal_count=3121 2747 2686 1243 194 1443 1426 664 202 1049 671 580 500 361 378 223 139
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 457 457 151 4 150 1456 15 11 0 1 3 15 1 133 3 43 0 1374 4 1 3 13 4 16 4
split_gain=0.00137998 0.00120381 0.00115402 0.00149121 0.00115774 0.00108069 0.00115331 0.000846045 0.00104911 0.00116063 0.00106515 0.000979232 0.000796179 0.000757145 0.000857209 0.000795426 0.000706503 0.000817631 0.000729937 0.000756232 0.000634439 0.000732548 0.000915086 0.000662437 0.000735524 0.000629179 0.000626391 0.000557235 0.000426843 0.000385064
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 -0.091259999999999994 -1.0000000180025095e-35 -0.098289999999999975 0.079915000000000014 -0.15350499999999997 0.122185 -0.10519499999999998 0.095175000000000023 0.11634000000000001 0.10622000000000002 0.14121000000000003 -0.50775499999999985 -0.11756999999999999 -0.094929999999999987 -0.043364999999999994 0.10089500000000001 -0.083924999999999986 -0.06884499999999999 -0.14098499999999997 -0.095964999999999981 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=-1 2 -2 4 -4 -6 -7 -8 9 -9 -11 -12 16 -10 15 29 18 -18 19 20 -13 22 -22 25 -25 26 -23 -28 -24 -15
right_child=1 -3 3 -5 5 6 7 8 13 10 11 12 -14 14 -16 -17 17 -19 -20 -21 21 23 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.001346368858917619 0.0013464636749621214 0.0013464050134582627 -0.0013461651498762083 -0.0012491073625683585 0.0010195654552268073 -0.0010343124253940107 -0.0011423350024861376 0.001197989553845729 0.0010751221084466958 -0.0013460327395817548 -0.00092599109468434828 0.00080566993572216844 -0.001154723715284355 0.00084478623592860839 0.0011106283440746364 -0.00066987092778795338 -0.0013461117116343197 0.00017663298737221123 -0.00077878238516251104 0.00079631706057271378 -0.00038064300690661906 0.0011396404977064886 7.0237963714248945e-05 -0.0013270012218953094 -8.7795040205906159e-05 -0.00055013727762817904 0.00043646622633041984 -0.00079317768804805814 0.0010854504499866215 -0.00010094662779860906
leaf_weight=0.0013281065269321593 0.0010127102068508967 0.0011033835329712352 0.0012260943755890699 0.0019797825194807208 0.0017394428682138132 0.002104200907013575 0.0011659361887286215 0.001198975493291953 0.0023690462141576774 0.0012958758564078901 0.002365291741008412 0.0018777262486349101 0.001073946898671351 0.0015941394331093761 0.0014474083356845746 0.0022342259118772745 0.001374212367364124 0.0011936346820675681 0.0015604606853472083 0.0030323691701710223 0.0019005838121302077 0.0012184490107196516 0.0010779481408462743 0.0017580293199319945 0.0017132945421192147 0.0022901239545327634 0.0018330172884119958 0.0010500925281959955 0.0024679344760958214 0.0015269822103007868
leaf_count=86 9 21 17 99 34 207 61 24 77 241 165 19 94 22 114 84 260 12 254 53 14 25 10 379 73 293 28 274 47 25
internal_value=0 -4.37887e-05 -7.52977e-05 -0.000105502 -5.59484e-05 -2.03702e-05 -6.27097e-05 -1.23783e-05 2.10142e-05 -9.97749e-05 -0.000153277 -9.76513e-05 -2.05811e-05 0.000419816 0.000191607 -5.67806e-05 2.94442e-05 -0.000638281 0.000108168 0.000176619 6.72851e-05 -2.32787e-05 0.000372919 -0.000242064 -0.000715383 1.49963e-05 0.000330541 -1.13974e-05 0.000776826 0.000382094
internal_weight=0 0.0497853 0.0486819 0.0476692 0.0456894 0.0444633 0.0427239 0.0406197 0.0394538 0.030282 0.029083 0.0277871 0.0254218 0.0091718 0.00680276 0.00535535 0.0243479 0.00256785 0.02178 0.0202196 0.0171872 0.0153095 0.00544647 0.00986301 0.00347132 0.00639168 0.00410156 0.00288311 0.00354588 0.00312112
internal_count=3121 3035 3014 3005 2906 2889 2855 2648 2587 2265 2241 2000 1835 322 245 131 1741 272 1469 1215 1162 1143 71 1072 452 620 327 302 57 47
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=18
num_cat=0
split_feature=14 124 484 15 15 0 48 47 1 16 16 43 42 3 12 13 15
split_gain=0.000170566 0.000158733 0.000225685 0.000201689 0.000169731 0.000206231 0.000480822 0.000335071 0.000328003 0.000301338 0.000293706 0.00028474 0.000297752 0.000259863 0.00024897 0.000120406 0.000114115
threshold=0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.079415000000000013 -0.092484999999999984 -0.056919999999999991 -0.084004999999999982 1.0000000180025095e-35 0.083060000000000009 0.084100000000000022 -0.090799999999999978 -0.033689999999999991
decision_type=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 8 11 -6 -8 -9 14 15 -10 -7 -13 -12
right_child=-2 2 3 4 5 7 9 10 13 -11 16 12 -14 -15 -16 -17 -18
leaf_value=0.0012232386050783656 -0.0015696178849629561 -0.0017102532215156226 0.0014451265972136411 -0.0014187256400158808 -0.00034547050181766561 0.0015665720902742178 -0.0025051906802116149 0.0026486782965334187 0.0038274835025598987 0.00069443680055168537 -0.0010847880125413182 8.0562340064698659e-08 -0.0035171643799703617 0.0010911449776195524 -0.00086765302314778016 -0.0016881655047765076 0.00090456659692747976
leaf_weight=0.0019114630997928419 0.0011914924423628284 0.001344802704793562 0.0017241678213478729 0.0014948919736414946 0.0010071718332027519 0.0012969219046965437 0.001025686055783126 0.0010660009636627166 0.0012707613069231627 0.0010586527161589032 0.0010061287439575572 0.0014476247483212745 0.0010062115965301099 0.0011889856176168223 0.001743201001057626 0.0015463987455594111 0.0010356762808498843
leaf_count=252 101 467 160 150 46 78 33 38 43 39 92 34 640 60 326 541 21
internal_value=0 6.43311e-05 -4.49902e-05 7.33835e-05 -6.41687e-05 6.48116e-05 0.000716748 -0.000291811 0.00167677 -0.000880074 0.000858772 -0.00079971 -0.00153728 0.0025048 0.000170792 -0.00087189 -7.57165e-05
internal_weight=0 0.0221747 0.0202633 0.0189185 0.0171943 0.0156994 0.00555126 0.0101482 0.00346692 0.00208434 0.00310781 0.00704036 0.00400024 0.00245975 0.00304012 0.00299402 0.00204181
internal_count=3121 3020 2768 2301 2141 1991 221 1770 149 72 151 1619 1215 103 404 575 113
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=31 457 457 151 4 11 0 133 15 151 13 159 15 1 4 160 16 0 4 15 1 12 1 2 2 4 3 160 43 150
split_gain=0.00127142 0.000706713 0.00101243 0.00072577 0.000943398 0.000990549 0.000801392 0.000651192 0.000693585 0.000874577 0.00063294 0.000587184 0.000717612 0.000828279 0.000628707 0.000563707 0.000586196 0.000886963 0.000865681 0.000577582 0.00052276 0.00054014 0.000407421 0.000381575 0.0003431 0.000287009 0.0003938 0.000262702 0.000225687 0.000213341
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.15350499999999997 0.10622000000000002 -0.095869999999999983 -0.0052199999999999989 -0.47860499999999995 0.091530000000000014 0.091650000000000023 0.11634000000000001 0.098655000000000007 -0.22361499999999998 -0.072804999999999981 -0.060129999999999996 -0.49013999999999996 -0.0072999999999999992 0.11230000000000001 0.12477500000000001 0.10708500000000001 0.094095000000000012 0.090425000000000019 -0.111605 -0.074479999999999977 -1.0000000180025095e-35 -0.078654999999999989 -0.050224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 -6 8 9 -5 -10 12 14 -14 15 -12 24 19 -19 23 22 27 -8 -18 28 -20 -27 -22 -17 -3
right_child=1 2 3 4 6 -7 20 -9 10 -11 11 -13 13 -15 -16 16 17 18 25 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015464998833137344 0.0010164490385611924 -0.00057835602773469619 -0.0012959222665100037 0.0004646937279033111 0.0012450493717680151 -0.001470474475007143 0.00038271833387077054 -0.00099188723138873315 0.00084684993232363051 -0.0012882021822284752 -0.00067762061144056721 -0.00093285501851967214 -0.0015461980493529294 0.00024277179141308675 -0.00071882310611784861 0.00089458286754803471 -0.0015296347203692063 -0.00037972754986957794 0.0013727975655629398 0.00032011101446616436 0.0004125045275774185 -0.0001922443895182119 -0.00076906221571694728 -0.00031451586790179158 0.0012416362267626314 5.4802338391916533e-05 0.0012738161329856985 0.0013900383196804407 -0.0001134828767661182 -0.0015300507008508609
leaf_weight=0.0011936141548480874 0.0013853240388179691 0.001012094850207923 0.0010866104602165185 0.0010084603593192298 0.0021326910171293179 0.0012968373569020022 0.0012085479267440746 0.001792181986336904 0.0022138322319769045 0.0020912174270395481 0.0014112489934077184 0.0015660338459968495 0.0013510669573462133 0.0011411120564162047 0.0017574887508846606 0.0010293227371214186 0.0011626256665018212 0.0018352845089779635 0.0017401545874236035 0.0015453884152329912 0.0012012876991711607 0.0015908417618604176 0.0018699938805468719 0.0013180269607069306 0.0022421185621146478 0.0015224190119447201 0.0010848342477629827 0.0014507191985122514 0.0010962481540291889 0.0012689636328642164
leaf_count=86 37 66 63 39 77 130 56 391 26 159 105 186 275 18 31 69 191 52 20 75 60 16 27 113 56 51 17 99 384 146
internal_value=0 -7.04584e-05 -0.000105453 -4.93403e-05 -1.51862e-05 -0.000148588 0.000411035 -8.92896e-05 -2.9636e-05 -0.000717909 5.9193e-05 -2.07827e-05 4.97965e-05 -0.000727069 0.000158902 0.000255388 0.000345719 0.000142921 0.000510665 -0.000421813 0.00016809 0.000519995 -0.000316906 -0.000884015 0.000819725 0.000886549 0.000562013 0.000947242 0.00037468 -0.00110779
internal_weight=0 0.044413 0.0430277 0.0407466 0.03966 0.0302059 0.00945408 0.0289091 0.0271169 0.00309968 0.0240172 0.0218034 0.0202373 0.00249218 0.0177452 0.0159877 0.0145764 0.0102087 0.00618269 0.00402604 0.00732139 0.00424285 0.00307854 0.00248065 0.00436769 0.00434741 0.00260725 0.00265201 0.00212557 0.00228106
internal_count=3121 3035 2998 2786 2723 2388 335 2258 1867 198 1669 1643 1457 293 1164 1133 1028 519 140 379 258 175 83 304 509 88 68 159 453 212
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=31 45 39 14 42 457 457 1213 151 151 1456 43 16 43 376 1 49 15 4 4 52 16 16 13 4 15 42 16 13 2
split_gain=0.00160857 0.00135677 0.0013952 0.00123809 0.000963992 0.000902673 0.00113684 0.000866492 0.000823233 0.00103811 0.00135481 0.000977741 0.000748383 0.00105242 0.00134701 0.000610098 0.000852873 0.000771476 0.000625383 0.000617562 0.00110805 0.000710069 0.00136265 0.0012115 0.00048156 0.000778442 0.000853558 0.000790802 0.000448721 0.00062307
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.16946000000000003 0.062655000000000016 -0.26584999999999998 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.40381499999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.49446999999999991 0.24789500000000006 0.088470000000000007 0.11249000000000002 -0.13878999999999997 -0.095869999999999983 0.2623950000000001 -0.49405499999999997 0.10611000000000001 0.22339500000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.26790000000000008 -0.12255999999999999 0.09832500000000001 -0.040964999999999994 0.0061450000000000003 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=-1 -2 3 4 -3 -6 -7 -8 -9 11 -11 28 -12 14 15 16 -14 18 -18 20 -19 22 23 -21 25 -17 27 -27 29 -10
right_child=1 2 -4 -5 5 6 7 8 9 10 12 -13 13 -15 -16 24 17 19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014574949141373747 0.0014575852781916118 -0.0014571229356956862 0.0014574686179007409 -0.0013144190096169108 0.0010640147117613663 -0.0010947153626319189 -0.0010027072020777779 -0.0011838462009229793 0.00018311935517642357 -0.0014570063207668168 0.00074346702874100517 -0.00061066388932358505 -0.0014570568592419538 -0.0013468462890324348 0.0014573602700729967 -0.0010788159368065424 -0.0013405027655068878 -0.0014570828164049525 -0.00013161725764605821 0.00027271219259595848 0.00045937767948059935 -0.00074691782844086348 0.0010451942263713151 -0.0012301990946412343 0.00090611597808427263 0.00057590450636527547 0.0012971215934732951 -0.00097477735819259594 0.0013953766158577537 0.0012958827194015498
leaf_weight=0.0015120628182803122 0.001210679512951173 0.0010783361866160126 0.0011880286687002686 0.0018353174097072147 0.0014591987399423792 0.0023150169018975033 0.001923026114514891 0.001214656060859908 0.0035640012376507713 0.0014570888936656914 0.0025076155000522881 0.0013954322541422925 0.0011390299649818294 0.0013406401645568158 0.0012422142974934927 0.0010510533525120991 0.0018642194075999497 0.0014884559678804846 0.0017713592924621935 0.0044743758685142042 0.0011238177092067758 0.0015836948264240655 0.0033954472888906295 0.0015269600748704093 0.0018521854462578702 0.0015416399346008802 0.0013101354684863509 0.0012756170553984694 0.0016277336086174543 0.0015250522346814677
leaf_count=86 9 17 21 99 34 207 473 61 135 206 113 20 47 136 28 11 95 98 27 541 11 139 106 107 96 16 8 47 42 85
internal_value=0 -6.67444e-05 -0.00010288 -0.000140041 -9.51827e-05 -6.39151e-05 -0.00010008 -4.67734e-05 -2.23308e-06 3.35965e-05 -8.45904e-05 0.000499011 -1.90006e-05 -8.73322e-05 -2.39485e-05 -9.63992e-05 -0.000236101 -0.000155379 -0.000751499 4.06225e-06 -0.000632609 0.000155527 0.000307622 -0.000109684 0.000268568 4.05347e-05 0.000325581 -0.000126224 0.000729549 0.000516585
internal_weight=0 0.052282 0.0510713 0.0498833 0.048048 0.0469697 0.0455105 0.0431955 0.0412724 0.0400578 0.0319456 0.00811222 0.0304885 0.0279808 0.0266402 0.025398 0.0183674 0.0172283 0.00363558 0.0135928 0.00261227 0.0109805 0.00939678 0.00600134 0.00703063 0.00517845 0.00412739 0.00281726 0.00671679 0.00508905
internal_count=3121 3035 3026 3005 2906 2889 2855 2648 2175 2114 1832 282 1626 1513 1377 1349 1171 1124 122 1002 109 893 754 648 178 82 71 63 262 220
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=31 457 457 1213 151 150 4 1456 48 15 133 3 0 1 1 15 12 2 0 0 0 0 4 133 12 3 49 0 49 13
split_gain=0.00142304 0.000774431 0.000998156 0.000808854 0.00079914 0.000847529 0.000918583 0.00109625 0.000981465 0.00101129 0.00103344 0.000813611 0.00077143 0.000642842 0.000636009 0.000618045 0.000498986 0.000487026 0.00068667 0.000634063 0.0007994 0.000706493 0.000526246 0.000434801 0.000498873 0.000724827 0.000374685 0.000310176 0.000297824 0.000263353
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.40381499999999992 -0.091259999999999994 0.24564500000000003 -1.0000000180025095e-35 -0.075224999999999986 -0.095869999999999983 0.10622000000000002 0.14121000000000003 -0.15350499999999997 0.11230000000000001 0.10708500000000001 -0.092919999999999989 0.12477500000000001 0.11215000000000001 -0.23001499999999997 -0.060129999999999996 -0.053834999999999994 -0.11013499999999998 -0.082109999999999975 -0.006494999999999999 -1.0000000180025095e-35 -0.10831999999999999 -0.017229999999999999 0.11070500000000001 -0.0090649999999999984 -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=-1 -2 28 -4 -5 -6 7 -7 -9 26 11 15 -8 14 -14 -11 -15 18 -17 21 -21 -20 -23 -22 -25 27 -10 -26 -3 -13
right_child=1 2 3 4 5 6 12 8 9 10 -12 29 13 16 -16 17 -18 -19 19 20 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011265842369634614 0.0007536412352497254 -0.001115996693031825 -0.00093093265611986469 -0.00095405222778031473 0.0010061150546143722 -0.0011262980814911664 0.00089302894958913088 -0.0010815752999845266 -7.6526352247250647e-05 0.00075453067898348684 -0.0008059448557158768 0.00091299397487540346 0.00038105977589652818 0.00071282163190933105 -0.00061800726603235441 0.00083850052431629345 -7.3761447275957036e-05 -0.00054409956858563282 0.00013969027903260986 0.00093661481836269152 0.00058423419155562541 -9.1453146784934271e-05 -0.0011196488432296146 0.00035305768232092843 0.00055737986612899588 -0.0008255939736659467 -0.0008848020030005375 -0.00023577228136772847 -0.00031641998151765726 0.00029523999016919103
leaf_weight=0.0013627793311634653 0.0015059585597718686 0.0013749477025493118 0.001221679220575366 0.0010873187434832223 0.0010853769625480672 0.0012685630307534548 0.0021387465107860493 0.0011364853557935808 0.0011104626006925855 0.0014056477493979936 0.0016076476738426928 0.0018842941854195772 0.0013085889371922121 0.0027135012911112533 0.0021136248301445448 0.00127256410834774 0.0016419058771859341 0.0020040215308707579 0.0020389571549728107 0.0013776121923001492 0.0013775909451894117 0.0010037583519015751 0.0017018708812606221 0.0020416021268090398 0.0010256446055336719 0.0020028525796931514 0.0021090088074298121 0.0016024919355857037 0.0010361313617779358 0.0016346214003029038
leaf_count=86 37 119 321 63 24 229 77 59 22 49 325 22 47 159 27 13 16 146 72 9 21 191 510 19 26 80 164 59 93 36
internal_value=0 -4.08933e-05 -6.72908e-05 -2.76779e-05 -1.21202e-06 2.43016e-05 -2.66155e-06 -0.000102031 -5.61779e-05 -1.33352e-05 6.62315e-05 0.000128902 0.00029401 0.000129287 -0.000235983 3.612e-05 0.000416295 -2.17534e-05 4.60223e-05 -2.51358e-05 0.000143855 -0.000360932 -0.0007382 8.19193e-06 -0.000110735 -0.000315201 -0.000606011 7.37597e-05 -0.000772389 0.000626032
internal_weight=0 0.0468335 0.0453275 0.0429164 0.0416948 0.0406074 0.0395221 0.0296057 0.0283371 0.0272006 0.0239812 0.0223735 0.00991637 0.00777762 0.00342221 0.0188546 0.00435541 0.017449 0.0154449 0.0141724 0.00942779 0.00474459 0.00270563 0.00805018 0.00667259 0.00463099 0.00321947 0.00262814 0.00241108 0.00351892
internal_count=3121 3035 2998 2786 2465 2402 2378 2052 1823 1764 1578 1253 326 249 74 1195 175 1146 1000 987 214 773 701 205 184 165 186 85 212 58
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=31 45 14 160 34 1374 403 1429 1456 4 150 41 13 367 1374 158 15 133 3 15 4 42 4 43 52 2 16 0 16 43
split_gain=0.00135149 0.00110685 0.00138527 0.000854844 0.000780093 0.000776489 0.000812521 0.000861458 0.000677956 0.000853232 0.00166784 0.000971055 0.000966552 0.000891117 0.000794405 0.000857016 0.000704479 0.000779712 0.000686168 0.000909 0.00101132 0.000983111 0.00068823 0.00060795 0.000605705 0.000503619 0.000277229 0.000337688 0.000509465 0.000248429
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.40698999999999991 -0.021334999999999996 0.093750000000000014 0.090990000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -1.0000000180025095e-35 0.076195000000000013 -0.53104499999999988 -1.0000000180025095e-35 -0.094929999999999987 0.09031500000000002 -0.098289999999999975 0.10622000000000002 0.149315 0.084050000000000014 -0.49405499999999997 0.091295000000000015 0.098655000000000007 -0.00067499999999999993 -0.11592499999999999 0.11362000000000001 0.052820000000000013 -0.11242999999999999 -0.073404999999999984 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 -3 -5 6 7 -6 9 11 -11 12 -9 -14 -15 16 -16 18 19 20 -18 -21 24 25 -22 -12 27 -26 -29 -25
right_child=1 2 -4 4 5 -7 -8 8 -10 10 23 -13 13 14 15 -17 17 -19 -20 21 22 -23 -24 29 26 -27 -28 28 -30 -31
leaf_value=0.0013199156568981729 0.0013199770132622348 -0.00092648644025018756 -0.0012000614798367204 -0.00099965046841763577 -0.00094154569015475497 -0.0010452309153467978 -0.00095231667764452462 -0.0008592782449840504 -0.00087533113656659562 -0.0010015010157549025 -0.00019364320309113499 -0.0011198863696900805 -0.00099011366341225193 -0.00062111123987507969 -0.00047506627897689064 -0.00083225656007447375 -0.00038878931680801066 -0.00069013150721412538 0.0012347569117215768 -0.0008232493953736537 4.3842829800098708e-05 0.00066912514797314504 -0.00030883121385826175 0.0012116335316582451 0.0010171653663057516 0.00097384894952515873 0.0012120059154870216 0.00084302354419329745 -0.00014730612314860662 0.00047941335258968682
leaf_weight=0.0012849570974755578 0.0010047846135421415 0.0017999042396382716 0.0018469363058919433 0.0013167246462089102 0.0013547569128498074 0.0011361895007979675 0.0013365472592750107 0.0017127402849226306 0.0011378334518037372 0.0010794431946408167 0.0016587363812679001 0.0011782157257158579 0.001119498150387698 0.0018508845859770409 0.0017440012884541922 0.00115746114730264 0.001886560150794009 0.0010897341515505579 0.0017940813836148086 0.0020110737130227809 0.0018541535874019239 0.0012440558164996673 0.0012021195966553941 0.0035770089221518475 0.0036119315328288918 0.0010509758913570533 0.0028630490365539885 0.0022984604974158754 0.0014913994520818225 0.0010417924895378405
leaf_count=86 9 226 99 35 138 36 238 18 206 18 50 56 15 50 134 127 53 268 43 372 167 73 17 109 59 79 30 102 160 48
internal_value=0 -5.08338e-05 -7.92646e-05 -3.48425e-05 9.80982e-07 3.12817e-05 6.01653e-05 9.31629e-05 0.000128512 0.000158166 0.000529819 5.43835e-05 0.000102205 0.000162707 0.000212157 0.000275761 0.000331303 0.000397182 0.000455675 0.00037997 0.00051543 -0.000252889 0.000643487 0.000755373 0.000737951 0.000259175 0.000863328 0.000728458 0.000453305 0.00104648
internal_weight=0 0.0494511 0.0484463 0.0465993 0.0447994 0.0434827 0.0423465 0.04101 0.0396552 0.0385174 0.00840796 0.0301094 0.0289312 0.0272185 0.026099 0.0242481 0.0230906 0.0213466 0.0202569 0.0184628 0.0152077 0.00325513 0.0133211 0.00732851 0.012119 0.00270971 0.0102648 0.00740179 0.00378986 0.0046188
internal_count=3121 3035 3026 2927 2701 2666 2630 2392 2254 2048 304 1744 1688 1670 1655 1605 1478 1344 1076 1033 588 445 535 286 518 129 351 321 262 157
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=19
num_cat=0
split_feature=133 3 48 50 2 457 41 48 150 2 159 130 49 13 13 1 12 52
split_gain=0.000208628 0.000278372 0.000255742 0.000231945 0.000213777 0.000328859 0.000257191 0.000262558 0.000186557 0.000250108 0.000275208 0.000190347 0.000106922 0.000137796 0.000265088 0.000179493 0.000105716 3.08564e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 -0.0029299999999999994 0.078475000000000017 0.093265000000000015 0.11456000000000001 -1.0000000180025095e-35 0.09320500000000001 -0.0015749999999999998 -0.083629999999999996 0.24813000000000004 0.0076650000000000008 0.092695000000000013 0.084100000000000022 -0.010034999999999999
decision_type=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 9 -7 11 -11 -13 14 15 16 17 -14
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0023180107628616702 -0.0019723022216660909 0.0016428248819899897 -0.0018553324146938898 -0.0016422073530315581 0.0015715318184725243 0.0020662212245373592 -0.0019361130006137956 0.0020882248698544633 -0.0014165922125823835 -0.0014633087852688831 -0.002052347159507732 -0.00066478036829665816 0.0015428395411944847 0.001937014043842123 -0.0013207486294857136 -0.00060313517994390773 0.00040417762088540253 0.0026222839386028673
leaf_weight=0.0010763079468152905 0.0010052098216743457 0.0019599780183185969 0.0014501802219335494 0.0014410507442766942 0.0019000619277861333 0.0013754157183000189 0.0010229555978229507 0.001469683112843124 0.00133029782900529 0.0010187743656144841 0.0010430411573335583 0.001197102197828764 0.0010200524528278798 0.0014787133364198013 0.0012705335581066901 0.0010533935798269223 0.0011193027250815668 0.0010093268084041523
leaf_count=138 435 149 65 439 233 112 96 96 41 171 154 74 62 24 160 122 479 71
internal_value=0 6.43985e-05 -8.10072e-05 4.87764e-05 0.000181319 2.10822e-05 0.000184471 0.000335264 0.000135798 0.000314048 7.80135e-05 0.000320405 0.000543418 0.000751484 0.000431151 0.000960853 0.00148409 0.00207971
internal_weight=0 0.0232362 0.0212762 0.019826 0.018385 0.0164849 0.0154086 0.0143856 0.012916 0.0115857 0.0102102 0.0091672 0.00814842 0.00695132 0.00547261 0.00420208 0.00314868 0.00202938
internal_count=3121 2686 2537 2472 2033 1800 1662 1566 1470 1429 1317 1163 992 918 894 734 612 133
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=20
num_cat=0
split_feature=3 39 48 50 4 47 1 3 1 52 42 43 150 2 43 16 12 52 0
split_gain=0.000165632 0.000158754 0.000279756 0.000377049 0.000275557 0.000467882 0.000460452 0.000448395 0.000279837 0.000285884 0.000270059 0.000323533 0.000249346 0.000217706 0.000231623 0.000293244 0.000278525 0.000186531 0.000118993
threshold=0.30112000000000005 0.085060000000000011 0.12649500000000002 0.07826000000000001 0.0061450000000000003 0.092710000000000015 0.079415000000000013 -0.074084999999999998 0.086560000000000012 -0.066844999999999988 -0.088934999999999986 -0.077044999999999988 0.12187000000000002 0.10855000000000002 0.084740000000000024 -0.083539999999999989 0.091475000000000015 -0.07167999999999998 -0.10607499999999999
decision_type=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 -6 -7 13 -10 -3 -12 17 14 15 -1 -17 -8 -19
right_child=-2 10 -4 -5 5 7 12 -9 9 -11 11 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.0017985479808646839 0.0014724306940839186 -0.00075332000513572835 -0.001815175687530327 -0.0020385044464462394 -0.0011518563198456273 0.00061276328598489104 0.00067619708757166088 -0.0026488561872031104 -0.0027533759422027522 -0.00017017410391323892 0.0029665916967670696 3.3045063832418214e-06 -2.9535686199659538e-05 0.0015636532164892631 -0.0018301911109184408 -0.0017626796214996376 0.00058327149266384126 0.0031225088391906627 0.0015914890588506201
leaf_weight=0.0010535263537789739 0.0010002674806495184 0.0011589512521741341 0.0014010050067752014 0.001279637699635904 0.0010702290824022853 0.0012896808582594232 0.0011152705454975376 0.0010814676041279725 0.0012285352459417975 0.0011647005739672256 0.0010399573610969659 0.0010170133464859612 0.0011045334532866491 0.00104523536180956 0.0010939289444165112 0.0013219328867590009 0.0015164747011223723 0.0016719432150296143 0.0012293429467540307
leaf_count=273 132 39 64 532 250 58 29 45 217 134 166 111 24 93 93 523 200 73 65
internal_value=0 -8.05827e-05 -0.000206404 -8.30136e-05 6.42961e-05 0.000536239 0.00107665 -0.000874843 -0.000415385 -0.00149623 0.000688894 0.00150147 0.00154238 1.35094e-05 -0.000311462 0.000115416 -0.000509309 0.00197465 0.00247378
internal_weight=0 0.0228834 0.0196674 0.0182664 0.0169868 0.00856247 0.00619132 0.00237115 0.00842433 0.00239324 0.00321592 0.00205697 0.00512109 0.0060311 0.00498586 0.00389193 0.00283841 0.00401656 0.00290129
internal_count=3121 2989 2673 2609 2077 544 441 103 1533 351 316 277 191 1182 1089 996 723 167 138
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=19
num_cat=0
split_feature=1 14 12 3 2 13 48 150 4 49 43 4 52 3 4 15 16 16
split_gain=0.000147853 0.000252321 0.000232392 0.000313743 0.00030138 0.000287477 0.000373349 0.000244841 0.000161662 0.000196753 0.000203508 0.000215912 0.000184603 0.00017155 0.000149897 0.000173015 0.000310311 0.000341776
threshold=0.11230000000000001 -1.0000000180025095e-35 0.098810000000000023 0.10299500000000002 0.10699500000000002 -0.14819499999999997 0.093265000000000015 0.08882000000000001 0.060330000000000002 -0.026779999999999995 -0.084004999999999982 -0.10429499999999998 -0.0064899999999999992 -0.010424999999999999 0.42051500000000003 -0.016799999999999995 -0.061854999999999993 -0.4179199999999999
decision_type=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 -3 7 8 9 -7 11 -11 -12 -14 15 16 17 -2
right_child=14 2 -4 4 -6 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0022738459974170951 -0.00073693401426410212 -0.0023604477589082283 -0.0017071632149163849 0.0030216631590633102 -3.5059440936003175e-05 0.001731585471810641 0.0024095184918781097 -0.0018517997781043521 -0.0015206672124571669 -0.00041362021499502256 -0.0022122840856879044 0.0020989210832512029 -0.001164835408949415 0.0012020737343086626 0.0018987223274799169 0.0013573713936299173 -0.0015831867835045482 0.0023567514901252826
leaf_weight=0.0010099970023844653 0.0013455935884891801 0.0010101807206752697 0.0014457388072740005 0.0011394386318954739 0.00114410491061534 0.0012927178743478741 0.0010186506543919402 0.0014655647274506309 0.0010495615514561907 0.0012173741041916486 0.0010642723140946329 0.0012040416843335259 0.0011771291553361899 0.0010044091169625234 0.0011247106447352939 0.0017091162663724893 0.0017588460432813591 0.0011918265941632811
leaf_count=52 49 54 357 47 48 107 156 148 154 56 313 269 836 39 201 68 96 71
internal_value=0 -0.000237511 -0.000102497 6.57663e-05 0.00149018 -0.000216982 -1.06406e-05 -0.000270828 1.84549e-05 0.000250555 -8.72742e-05 0.000835733 -0.00077585 -7.50791e-05 0.000489203 0.000225223 -0.000225162 0.00071617
internal_weight=0 0.0162432 0.0152332 0.0137874 0.00228354 0.0115039 0.0104937 0.00947507 0.00800951 0.00695994 0.00566723 0.00242142 0.00324581 0.00218154 0.00713009 0.00600538 0.00429627 0.00253742
internal_count=3121 2636 2584 2227 95 2132 2078 1922 1774 1620 1513 325 1188 875 485 284 216 120
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=17
num_cat=0
split_feature=1 3 3 12 15 0 2 48 160 52 3 13 47 3 2 4
split_gain=0.000140182 0.000218901 0.000255293 0.000219954 0.00030634 0.000284323 0.000182609 0.000223114 0.000208062 0.000121693 0.000175373 0.000220608 0.000378234 0.000114355 9.74198e-05 0.000134465
threshold=0.094385000000000011 -0.12018999999999998 0.10732000000000001 0.084100000000000022 -0.008624999999999999 -0.23001499999999997 0.13754500000000003 0.12879500000000002 0.032695000000000009 0.13796000000000003 0.11296500000000002 0.0027400000000000007 0.092530000000000015 -0.13309499999999996 0.10444500000000002 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 7 8 9 10 11 12 -2 -13 15 -1
right_child=6 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0012684560319889304 0.0030331935556510295 -0.00018819079570623476 0.00083834948772254308 -0.0028405551919145232 0.00095269714784144727 -0.0037859978258594313 0.0020739230970906746 -0.0021159303684878386 0.002192077144096102 -0.0014908030574200396 -0.0010469807984135376 -0.0016835366164833186 -0.00046873181476565843 0.0004712354654928877 0.0019332877615521652 -0.0012872578098047252
leaf_weight=0.0010850375326381112 0.0019097230395399567 0.0011410238349114366 0.0016157133382250777 0.001866984632671792 0.0015876510345855799 0.0010815450433758755 0.0013689435135139103 0.0010177283428731707 0.001348982007201239 0.0011022340405428821 0.0018666159313891484 0.001012282699671907 0.0013175152305739957 0.0016172490077770441 0.0010289934500349318 0.0010000153204288154
leaf_count=64 210 37 28 1585 160 194 159 42 133 76 100 97 68 58 21 89
internal_value=0 -0.000448475 -0.000924959 -0.00142679 -0.000734054 -0.00193895 0.000340577 0.00012857 0.000353079 7.19908e-05 0.000295023 0.000722734 0.00160354 -0.00035828 0.000667423 4.27063e-05
internal_weight=0 0.010407 0.00729292 0.0056772 0.00381022 0.00222257 0.0125613 0.0111923 0.0101746 0.00882562 0.00772339 0.00585677 0.00322724 0.00262953 0.00311405 0.00208505
internal_count=3121 2178 2004 1976 391 231 943 784 742 609 533 433 278 155 174 153
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=17
num_cat=0
split_feature=132 41 130 15 12 2 42 13 52 52 148 16 1 2 1 4
split_gain=0.000136171 0.00021021 0.000176164 0.000265908 0.000193728 0.000327736 0.000192553 0.000232266 0.000191786 0.000329141 0.000200373 0.000194963 0.000194095 0.000160893 0.000421933 0.000176453
threshold=0.080640000000000017 0.07831500000000001 -0.0015749999999999998 0.095175000000000023 0.090455000000000021 0.10327000000000001 0.090395000000000017 0.090705000000000008 1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 0.052820000000000013 0.077565000000000009 0.090545000000000014 0.11103500000000001 0.0067750000000000006
decision_type=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 -6 10 12 -4 13 -10 15 -15 -12
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0019579388199044848 0.0012494939548824931 -0.0021766329912588519 -0.0023591550212856659 -0.0018044413671170409 0.003375404746573695 -0.0012533760635124159 -5.9070433271261771e-06 0.00055449047585034376 0.00061717090984759419 -0.0011939850266270439 -0.0018371912631734431 -0.001833302980330844 0.0033155087298226481 0.002412650412471358 -0.0012126844429542314 0.00071180272012334972
leaf_weight=0.0010288852631483844 0.0018280208335212924 0.0011055664179009375 0.001144711839239144 0.0015745831605602492 0.0018601030546471211 0.0011294000941784454 0.0011299548449192343 0.0010759017101421575 0.0013707476641504632 0.0012477279327690327 0.0014022291220940888 0.0013445663151512854 0.0011405309386194329 0.0018592882676546907 0.0012562755025143368 0.0011579551536980981
leaf_count=255 327 105 85 334 174 193 204 63 284 118 399 215 96 109 85 75
internal_value=0 -0.00012611 -1.11683e-05 9.59787e-05 0.000270773 0.00104958 0.00168927 0.00234168 -6.85568e-05 0.000834704 -0.000484399 -0.000178707 0.00184266 0.000213262 0.000950822 -0.000684297
internal_weight=0 0.0208284 0.0197229 0.018694 0.0171194 0.00519536 0.00406596 0.002936 0.011924 0.00375901 0.00816503 0.00702031 0.00251128 0.00567575 0.00311556 0.00256018
internal_count=3121 2794 2689 2434 2100 634 441 237 1466 498 968 883 380 668 194 474
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=146 147 1456 457 457 1213 49 11 160 1 133 3 1 43 3 12 43 0 1374 51 15 47 15 13 1 12 151 12 52 1
split_gain=0.00117081 0.00121617 0.000799303 0.000653342 0.0012241 0.000832834 0.00063531 0.000693577 0.000728319 0.000787917 0.000971394 0.000840442 0.000718891 0.00069159 0.000675067 0.000699219 0.000753177 0.000559666 0.000451763 0.00116539 0.00052224 0.000442058 0.000449831 0.000800009 0.000659279 0.000486215 0.000406319 0.000405074 0.000551924 0.00109485
threshold=0.12035500000000002 0.089025000000000007 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.24167999999999998 0.088215000000000002 -0.26568499999999995 0.104035 0.10622000000000002 -0.10519499999999998 0.11249000000000002 -0.24021999999999996 0.11296500000000002 0.092355000000000007 -0.51144999999999985 -0.040504999999999992 -0.094929999999999987 0.045645000000000005 -0.090344999999999995 0.097480000000000011 -0.008624999999999999 -0.0090849999999999976 0.090965000000000004 0.084100000000000022 -0.083274999999999988 0.10345000000000001 0.024145000000000003 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=1 2 -1 -4 -5 -6 -7 8 -8 10 14 -11 -9 -13 15 16 -10 27 -18 21 -21 22 24 25 -20 -24 -3 28 29 -15
right_child=-2 26 3 4 5 6 7 12 9 11 -12 13 -14 17 -16 -17 18 -19 19 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001051924479277743 -0.001327770237526139 3.020415047772246e-05 0.0009666791073169211 -0.0010022251989812701 -0.00088244125154471982 -0.00096891991333930365 -0.00085041947954086182 -0.0014005508224359093 0.0011545140482715328 0.0012355355412837369 -0.001041406634638148 -0.00054053612400429803 0.00017481442889984671 0.0010258357107698613 0.00076610197807287263 -0.0008209192634943157 -0.00085459667039065456 0.0013894355139591284 -0.001400397414229447 0.0013344019262819457 7.5496137646284016e-05 0.00062266105732767672 0.0012119346201178605 -0.00051229071350727148 -7.1266749945069497e-05 -9.4285387359001723e-05 0.0010767795112406418 0.001075061069899688 0.00083829515043077197 -0.00041055135341214248
leaf_weight=0.0015299788361151636 0.0013275202836666713 0.0010075285872943596 0.0012718152169206567 0.0025025006639320937 0.00196538718490502 0.0011595365525494108 0.0014205017212143281 0.001216058762643967 0.0011949690129320319 0.0021659131574551802 0.0016173348927468459 0.0016979037308999531 0.0010658599828730075 0.0014029876509127383 0.0025064765739557507 0.0018668757959103824 0.0011262756357410817 0.0010586410012947108 0.0014310905060421772 0.0017499687888746784 0.0010244053684420615 0.0012185975661154211 0.001185602231567274 0.0029630543235521518 0.0014975856928707287 0.0010569426200754961 0.0026163577350430947 0.0011693170054130064 0.001894596270727078 0.0040280469151197096
leaf_count=286 4 38 35 186 455 29 173 69 15 52 284 16 34 44 24 231 36 85 197 34 56 49 23 136 52 146 82 29 63 158
internal_value=0 4.77996e-06 -5.67651e-05 -2.25179e-05 -5.16492e-05 6.82152e-06 5.19613e-05 8.34783e-05 0.000131876 0.000173089 8.76836e-09 0.000436748 -0.000664714 0.000282982 8.94961e-05 -1.44486e-05 8.97547e-05 0.000429341 -6.24652e-06 7.2541e-05 0.000869566 -0.000163883 -0.000281715 -3.47178e-05 -0.000720743 0.000596295 0.000785806 0.000309694 0.000187526 -3.94925e-05
internal_weight=0 0.0496121 0.0459882 0.0444582 0.0431864 0.0406839 0.0387185 0.037559 0.0352771 0.0338566 0.0204392 0.0134174 0.00228192 0.0112515 0.0188218 0.0163154 0.0144485 0.00955359 0.0132535 0.0121272 0.00277437 0.00935287 0.00813428 0.0052056 0.00292868 0.00224254 0.00362389 0.00849495 0.00732563 0.00543103
internal_count=3121 3117 2997 2711 2676 2490 2035 2006 1903 1730 1283 447 103 395 999 975 744 379 729 693 90 603 554 305 249 169 120 294 265 202
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 151 4 150 15 1456 11 133 15 1 0 1 3 3 156 1374 0 0 0 52 3 12 13 2 2 1
split_gain=0.00110296 0.00109843 0.00141649 0.000839045 0.00125945 0.000867151 0.00112697 0.00102086 0.00104575 0.00103461 0.00086042 0.000886716 0.000747588 0.000821235 0.000710901 0.000750318 0.000758122 0.000705197 0.000666181 0.000667377 0.00117209 0.00109709 0.0008705 0.000779449 0.000682942 0.00127129 0.000609095 0.000316617 0.000233716 0.000208027
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 -0.091259999999999994 -0.098289999999999975 -1.0000000180025095e-35 0.079915000000000014 0.10622000000000002 0.095175000000000023 0.11634000000000001 -0.15350499999999997 0.122185 -0.10519499999999998 0.14121000000000003 0.091335000000000013 -0.094929999999999987 -0.11437499999999999 -0.060129999999999996 -0.053834999999999994 0.083680000000000018 -0.116045 -1.0000000180025095e-35 0.043850000000000007 0.097220000000000015 0.094835000000000017 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 3 -3 -5 -6 7 -7 28 -10 11 12 17 -14 -8 16 26 18 19 -11 29 23 -23 -22 -24 -26 -16 -27 -9 -21
right_child=1 2 -4 4 5 6 14 8 9 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 21 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0013462584443463014 0.0013464003426557018 0.00099744643971141889 -0.0012566169363812903 -0.0010521089934175667 -0.0011584595251024892 0.0011924633410584997 0.0010997465344544427 -0.0013461348394400315 -0.0013460245900136206 -0.00068502767177163306 -0.0011431575771930099 -0.00098309736038390224 -0.0013460980992806911 0.00016984662187615935 -0.00014353048432849216 0.0010670644864587309 -0.00060275271673513751 0.00078709130034661787 -0.00083905815635294204 0.00047125598986631187 -0.0012396067654136303 0.0011746026615930979 0.0005715049557409365 8.6449808800301037e-05 0.00052176964844675587 -0.0013461613673484119 0.0010229466876114793 -0.00035608845695843681 -0.00053449618374288329 0.0011796208469246889
leaf_weight=0.0010512424038138226 0.0010032560030595042 0.0013934730436755407 0.0017743690266893699 0.0022165456429350519 0.0011604608575783706 0.0010707915208527643 0.0022156389165637336 0.0013668388904375375 0.0011039436679193262 0.0015722421925374866 0.0011744602061156675 0.0014620084843897088 0.0012932955499345136 0.001296194906672099 0.0017036276274211559 0.0015066599701969441 0.002263588302362507 0.0029704867582793773 0.0013243206687174594 0.0011343201708768754 0.0017479824072978859 0.001625739301218232 0.0031276580980375002 0.0014853560931247234 0.0020742790859600291 0.0013561512775979445 0.0015475966826912213 0.0010291895405458718 0.0012131652919258329 0.0022226383961623242
leaf_count=86 9 34 99 207 61 24 77 119 227 26 95 340 175 17 22 121 86 53 107 12 494 12 35 362 26 32 25 33 62 43
internal_value=0 -4.72742e-05 -7.67518e-05 -3.09003e-05 -6.32728e-05 -1.11474e-05 2.14148e-05 -9.92995e-05 -0.000144532 -6.89791e-05 -1.65635e-05 3.48768e-05 9.62245e-05 -0.000587277 0.000435044 0.000225295 -4.67787e-06 0.000177899 8.11287e-05 0.000151263 0.000234464 4.40999e-05 0.000280829 -0.000630433 8.93189e-05 -0.000248852 0.000411718 -0.00091898 -0.000964487 0.000940264
internal_weight=0 0.0484363 0.047433 0.0456587 0.0442652 0.0420486 0.0408882 0.0316511 0.0305803 0.0280003 0.0268963 0.0257219 0.0242599 0.00258949 0.00923711 0.00702147 0.00551481 0.0216704 0.0186999 0.0173756 0.0158033 0.0124464 0.00921302 0.00323334 0.00758728 0.00445962 0.00325122 0.00238534 0.00258 0.00335696
internal_count=3121 3035 3026 2927 2893 2686 2625 2294 2270 2089 1862 1767 1427 192 331 254 133 1235 1182 1075 1049 994 138 856 126 91 47 65 181 55
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=39 31 42 376 1348 1455 15 1374 11 48 3 15 158 51 403 15 4 16 0 147 52 14 12 15 2 0 13 2 2 10
split_gain=0.00150179 0.00149095 0.00120841 0.000898839 0.000803984 0.000905843 0.000701473 0.000876527 0.000814666 0.000697894 0.00105686 0.000879493 0.000743497 0.000617623 0.00060686 0.000741301 0.000843016 0.000762506 0.000869638 0.000731784 0.00073326 0.000692284 0.000692419 0.000563481 0.000585888 0.000512906 0.000496363 0.000383956 0.000550339 0.000701277
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 0.090205000000000021 0.086165000000000005 -0.24436499999999997 0.093235000000000012 0.087830000000000005 0.082620000000000013 -0.10831999999999999 -0.074054999999999996 0.085900000000000018 0.095820000000000016 -0.088999999999999982 -0.055554999999999993 -0.49405499999999997 -0.16927999999999996 -0.11756999999999999 0.10245000000000001 0.11434500000000002 0.062655000000000016 0.10742000000000002 -0.095869999999999983 0.090675000000000019 -0.18901999999999997 0.095120000000000024 0.116525 0.11215000000000001 0.10887000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 27 8 9 12 -11 23 14 -13 -8 17 -17 18 -16 20 21 22 26 25 -25 -12 -18 28 29 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 11 13 -14 -15 15 16 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013733816199728755 0.0013734436107175436 -0.0013731440008513409 0.0012290290700080367 0.00097055865173273294 0.00089827476562552263 -0.001372954805734179 -0.0011544952751785084 -0.0013715444302155647 -0.0011587494161416809 0.00099090829762227078 -0.00063764979239426566 -0.0012549965381256651 -0.0013729656271476074 2.1061910210437537e-06 -0.00094144593864462411 -0.00084497924289903882 0.00070684582689166018 -0.0012746698730164811 0.00063909232132691198 -0.00092345573907873279 -0.00072167016074887666 -0.00075401027541171497 -0.00062627903011179564 -0.00014639170197871658 0.0010340598008939305 0.000428143900156085 -5.5630937976579499e-05 0.00098617053956400521 -0.0006875028152447917 -0.00016013566122850706
leaf_weight=0.0013263347983625265 0.0014113979208474339 0.0013696296342189376 0.0012526186435408695 0.0015284822520804644 0.0014721163857842603 0.0010833089528600173 0.0011372704070002895 0.0011055745077523929 0.0013977025185312178 0.0024009406199376757 0.0018727150171002913 0.0015362797795432917 0.0010274185299781182 0.0014151209142623244 0.0012857155096241968 0.0019065151222932173 0.0076716592007750745 0.0019116523453903645 0.0013398749688313671 0.0011499993594270572 0.001397612785874581 0.0010145065315185784 0.0010507958849470542 0.0012068711941324306 0.0023077574034182646 0.0015599131471173422 0.002036279751056469 0.0013942880165913607 0.0010768146599389183 0.001511231778174249
leaf_count=84 23 18 42 49 36 175 348 34 84 48 30 50 173 24 25 74 747 286 18 17 154 39 59 55 96 152 40 108 14 19
internal_value=0 -6.26472e-05 -0.000101983 -6.498e-05 -9.97496e-05 -0.000133102 -0.000101843 -0.00016718 -0.000130827 -9.0044e-05 0.000173785 -2.44105e-05 -0.000231565 -0.000652248 -0.000178022 -0.000124541 1.2621e-05 -0.000615099 -0.000134876 0.000126792 0.000218493 0.000330101 0.000432329 0.000242314 0.00062871 -0.000153314 0.000546913 0.000369095 0.000145076 0.000469455
internal_weight=0 0.049747 0.0484207 0.047051 0.0455226 0.0440504 0.0429671 0.0377322 0.0366266 0.0352289 0.0122996 0.00989866 0.0229293 0.0029514 0.0219019 0.0207646 0.0162274 0.00453724 0.00262559 0.0143209 0.0131709 0.0117732 0.0107587 0.00694726 0.00351463 0.00343263 0.00970794 0.00523495 0.00384067 0.00276385
internal_count=3121 3098 3014 2996 2947 2911 2736 2553 2519 2435 455 407 1980 74 1807 1459 1130 329 43 1056 1039 885 846 333 151 182 787 183 75 61
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=39 45 14 42 1374 31 160 376 4 34 1213 1429 484 4 15 158 47 49 42 43 16 47 0 13 4 150 15 147 16 1
split_gain=0.00134524 0.00129217 0.00130405 0.00121161 0.00111039 0.000996603 0.000911824 0.000824111 0.00103614 0.000798705 0.000791395 0.000782066 0.000793662 0.000666361 0.00114686 0.00123638 0.00098298 0.000721984 0.000872976 0.000817715 0.000899913 0.000614509 0.000576584 0.000528021 0.000852897 0.000764774 0.000443039 0.000398369 0.000373986 0.000294782
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.097240000000000007 -1.0000000180025095e-35 -0.40698999999999991 0.088470000000000007 -0.49405499999999997 -0.021334999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08660000000000001 0.24564500000000003 -0.095869999999999983 0.090905000000000014 0.12119500000000001 0.13984500000000002 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 1.0000000180025095e-35 -0.061629999999999997 -0.28558999999999996 0.033845000000000007 0.097810000000000022 0.083935000000000023 0.085050000000000014 -0.092804999999999985 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 -1 3 -3 5 -5 -7 8 -8 -10 -11 -12 13 14 21 17 27 18 -16 22 23 -13 26 -21 25 28 -20 29 -25 -15
right_child=-2 2 -4 4 -6 6 7 -9 9 10 11 12 -14 16 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015164637344890174 0.0015163492326807225 -0.0015160293612775841 -0.0012871958169374217 0.0015161159066282048 -0.0014884278126891066 -0.0011008826005507824 -0.0009779640653833179 0.0011379782664216404 -0.0010792638317629461 -0.0008135227639552283 -0.0010060191525734098 -8.7588315512160861e-05 0.00095933046306883435 0.00029154070751866151 -0.001028939508018512 -0.001471685821814816 -0.00085660155758477492 0.0013757251448278593 -0.00035065776736080119 0.00096417266225058825 -0.001110828188463534 -0.0013638285876269539 0.0013381859750269522 0.00039181498777556977 -0.001087354492156188 0.0011471154632416338 0.00097298460986848924 0.0015158936968121606 -0.00054350504214542984 0.0010113693718619978
leaf_weight=0.0011775793591368702 0.0012892083070141771 0.0012406227473213951 0.0020052855393917204 0.0010272172039442742 0.0011188787379516887 0.0016460724951176111 0.0023089684810102462 0.0015386046971985748 0.0013423146472533167 0.0020046827435435946 0.0012576476583112664 0.0015661428829920531 0.0029678720109984616 0.0035792164657308945 0.0012953838684655041 0.001015588074531947 0.0010428044724051233 0.0012152409555215007 0.0012451994025441948 0.0016999265996489026 0.001380610026940233 0.0019411530121491438 0.0022834365153876464 0.0019276337371793998 0.001295161964365299 0.0016414653115077726 0.0010891278557494388 0.0012009285228842259 0.0020025010583961987 0.0020589652346481024
leaf_count=9 23 17 100 82 30 225 131 48 34 450 92 83 176 89 383 116 23 29 257 42 36 121 32 30 18 18 23 51 257 96
internal_value=0 -5.21754e-05 -9.0708e-05 -3.84736e-05 2.54176e-06 4.08265e-05 5.20812e-06 4.97235e-05 7.18516e-06 6.8575e-05 0.000111721 0.00016675 0.000212205 0.00013699 -6.73623e-07 0.000153114 0.000514225 0.00024975 0.000163477 0.000269528 2.48267e-05 -0.000793938 0.000796647 0.000207849 2.06147e-05 0.000278171 0.000266915 0.000723243 -8.47537e-05 0.00055441
internal_weight=0 0.0491162 0.0479387 0.0459334 0.0446927 0.0435739 0.0425466 0.0409006 0.039362 0.037053 0.0357107 0.033706 0.0324484 0.0294805 0.0215986 0.0180913 0.00788191 0.0170757 0.0158604 0.0145651 0.0099473 0.0035073 0.00461776 0.00856669 0.00686676 0.0055716 0.00233433 0.00683911 0.00393013 0.00563818
internal_count=3121 3098 3089 2989 2972 2942 2860 2635 2587 2456 2422 1972 1880 1704 1445 1241 259 1125 1096 713 401 204 312 365 323 305 280 236 287 185
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=18
num_cat=0
split_feature=124 4 47 47 16 16 15 2 16 48 13 133 1 151 0 3 4
split_gain=0.000158144 0.000197801 0.000182638 0.000222033 0.000244634 0.000219139 0.000390394 0.000318131 0.000272666 0.000317428 0.000221389 0.000211303 0.00019786 0.000262786 0.000197378 0.000187559 0.000136692
threshold=0.11040000000000001 -0.49405499999999997 0.13148500000000005 0.11069000000000002 0.26799500000000004 -0.008904999999999998 0.079055000000000014 0.088930000000000023 -0.056919999999999991 -0.032929999999999994 0.0076650000000000008 0.083950000000000011 0.094465000000000007 -0.0060399999999999994 -0.18901999999999997 -0.0025099999999999996 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 -3 11 12 13 -11 -14 -16 -9
right_child=-2 2 -4 -5 -6 6 -8 16 -10 10 -12 -13 14 -15 15 -17 -18
leaf_value=-0.0014510402787406851 0.0014473838464181465 0.0017590833966074045 -0.0015676584483646533 0.0016721514656109092 -0.001851160744844299 -6.7111423109985364e-05 -0.0012119645900426626 0.0030319389952704642 -0.001693670372775962 0.00031381760403024236 -0.0015467280095247359 0.0016894409080935313 -0.00081730793187915498 -0.0024091497933750911 5.4728517049121212e-05 0.0022874853781626714 0.0012386347751237141
leaf_weight=0.0015527353756272779 0.0011094891185687841 0.0014516696622131073 0.0010861245523368082 0.0013210284941780328 0.0010688082293206494 0.0016183136156700572 0.0012313909221936536 0.0013735994639028082 0.0016529313187173397 0.0010284381654961381 0.0016583489282736563 0.0010655396969984632 0.0014908294438278347 0.001215126452694444 0.0013708651359809476 0.0010397670412425342 0.0013004115696054197
leaf_count=155 30 68 59 100 220 229 176 108 367 37 216 405 41 627 73 91 119
internal_value=0 -8.57396e-05 1.53394e-05 0.000101794 -9.94131e-06 0.000102529 0.000755722 0.00132022 -0.000198808 4.06073e-05 -0.000240674 5.97037e-05 -0.000222891 -0.00116096 0.000316551 0.00101777 0.00215983
internal_weight=0 0.0225259 0.0209732 0.0198871 0.018566 0.0174972 0.00552372 0.00429232 0.0119735 0.0103206 0.00886891 0.00721057 0.00614503 0.00224356 0.00390146 0.00241063 0.00267401
internal_count=3121 3091 2936 2877 2777 2557 632 456 1925 1558 1490 1274 869 664 205 164 227
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=17
num_cat=0
split_feature=1 52 1 4 52 3 4 16 1 16 16 13 13 3 1 12
split_gain=0.000148694 0.000241152 0.000200987 0.000237118 0.000268596 0.000381068 0.000232571 0.000307093 0.000218121 0.000187212 0.000292575 0.000244506 0.000153292 0.000213846 0.000244581 0.000127751
threshold=0.11323000000000001 0.11434500000000002 0.11181500000000001 0.27834500000000006 -0.11592499999999999 0.10732000000000001 -0.0016099999999999997 -0.094359999999999986 0.089770000000000016 -0.083539999999999989 0.023255000000000001 0.05868000000000001 -0.061684999999999997 0.10732000000000001 0.13686500000000004 0.091200000000000017
decision_type=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 -12 15 14 -14 -2
right_child=12 -3 -4 -5 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.002202799760918246 0.0025906908008395107 -0.0017546583365398668 -0.0018507136198376367 0.0018219895732125969 0.0012018269068396321 0.0021329452843496495 -0.002864538511275876 1.912632385055163e-05 0.0021224342970865189 -0.0027195721656355443 -0.001468541736729869 0.001524836044393455 -0.00021579172558332341 -0.0011796573303292359 0.0025034637682269933 0.00038808720677780182
leaf_weight=0.001141535441583256 0.0011492522222696921 0.0019437550522968796 0.0011765915710810768 0.0014943063716259539 0.0015041957156656256 0.0016508010442066743 0.001373117799071899 0.0017315470405603311 0.0010900511041853633 0.00105272923462707 0.0010266117206985115 0.0012608289132653994 0.0017637163206796194 0.0017393558754434935 0.0011224239175952055 0.0010403869404917998
leaf_count=448 187 404 32 76 358 25 188 204 231 605 63 21 97 52 54 76
internal_value=0 -0.000248447 -4.65686e-05 0.000112728 -0.000103152 0.000121063 -0.000246366 -0.00125625 0.000281967 -0.000132165 -0.000732908 0.000181397 0.000551512 8.16147e-05 0.00084173 0.00154414
internal_weight=0 0.0164461 0.0145023 0.0133257 0.0118314 0.0106899 0.00903908 0.00310466 0.00593442 0.00484437 0.00334017 0.00228744 0.00681514 0.0046255 0.00288614 0.00218964
internal_count=3121 2655 2251 2219 2143 1695 1670 392 1278 1047 689 84 466 203 151 263
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=457 457 146 4 151 16 150 11 1456 51 16 1374 160 50 47 14 0 12 133 150 156 12 12 16 12 48 2 16 49 0
split_gain=0.000844644 0.000956718 0.000789422 0.000920989 0.00109744 0.00114675 0.00104424 0.000988795 0.000950081 0.00108527 0.000822663 0.000742046 0.000811858 0.000595428 0.000881387 0.000591442 0.000582767 0.000672034 0.000523446 0.00047465 0.00065685 0.000669712 0.00057994 0.000718306 0.000845535 0.000448207 0.0002973 0.000468915 0.000288194 0.000266811
threshold=-0.15747999999999998 -0.0029299999999999994 0.12035500000000002 0.24564500000000003 -0.084129999999999996 -0.5335399999999999 -0.091259999999999994 0.079915000000000014 -1.0000000180025095e-35 0.045645000000000005 -0.014034999999999997 -0.094929999999999987 -1.0000000180025095e-35 0.11875500000000001 0.10670500000000001 -0.46885499999999997 0.18019500000000002 0.10711000000000002 0.083950000000000011 0.092010000000000022 0.091335000000000013 -0.040564999999999997 -0.010834999999999999 0.25084500000000004 0.10149500000000002 0.084855000000000014 0.092755000000000018 -0.23935499999999996 -0.0087049999999999992 -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 28 3 6 -5 -6 -3 8 -8 10 18 -11 -13 14 15 -7 17 19 26 20 21 -12 -23 -24 -25 -14 27 -10 -2 -20
right_child=1 2 -4 4 5 13 7 -9 9 11 16 12 25 -15 -16 -17 -18 -19 29 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00088517702106687243 -0.0014943300707244787 0.0011439065051388898 -0.0014461610792500753 -0.00082970188017458487 0.0015159691445566768 -0.00016860291753026524 -0.0015158596521160962 -0.0014028529512335926 -8.4216548393684814e-05 -0.00064980825487132162 -0.00085860496834294067 -0.00056814018400551804 0.00023508931118335571 -0.00090731247580957877 -0.00040680275931585352 0.0011883024346806849 0.0004910689838173441 -0.0014681805203780177 0.00031333654525162477 -0.0011322431340638568 -0.0012294895510750567 0.0012840065854037733 0.0004209867501284415 -0.0015159535006045101 0.00035232551902473629 0.0012133582469068076 -0.0014452428553866324 -0.0011445568969317291 -0.00048317944015462545 -0.00073007713809636668
leaf_weight=0.0014984834898967838 0.0017940308040635955 0.001106578750373898 0.00117312385009427 0.0019297191052771731 0.0017873892337547667 0.0010313639151018359 0.0013868876235127994 0.0019408924681023612 0.0015210032273547053 0.0015568625772743871 0.0015986211828558118 0.0012167158111462406 0.0017775660678212004 0.0010332721376471454 0.0022408907440705228 0.0025947909691934595 0.0024999231671642983 0.0010552885856625069 0.0012818914727104058 0.0011366152771721269 0.0010584747026316519 0.0010205606176896288 0.0042433399927959137 0.0011880503817764954 0.0010470422685529002 0.0027263510155179915 0.0021744406932291405 0.002589620255804225 0.0010134258357616934 0.0010040699278643928
leaf_count=38 130 31 4 36 61 33 254 142 25 18 85 105 131 15 28 216 19 58 102 81 92 9 254 86 20 84 118 540 84 222
internal_value=0 -0.000269832 -0.000218405 -0.000186922 0.000204281 0.00043395 -0.000305153 -0.000352281 -0.000288727 -0.000233284 -0.000392161 0.00027798 0.000530477 0.000153675 0.00034053 0.000802367 -0.000176317 -0.000311434 -0.000766074 -0.000203337 -9.93789e-05 3.21054e-05 0.000221985 5.46831e-05 -0.000640747 0.000827264 -0.00099198 -0.000752212 -0.00112933 -0.000144965
internal_weight=0 0.0497288 0.0469213 0.0457482 0.0106174 0.00868771 0.0351308 0.0340242 0.0320833 0.0306964 0.0234189 0.0072775 0.00572063 0.00690032 0.00586705 0.00362615 0.0148479 0.012348 0.00857103 0.0112927 0.0101561 0.00909761 0.00749899 0.00647843 0.00223509 0.00450392 0.00628506 0.00411062 0.00280746 0.00228596
internal_count=3121 3083 2869 2865 389 353 2476 2445 2303 2049 1711 338 320 292 277 249 704 685 1007 627 546 454 369 360 106 215 683 565 214 324
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=18
num_cat=0
split_feature=14 1 132 4 4 47 13 1 157 160 48 15 2 0 3 42 4
split_gain=0.000143575 0.000176565 0.000311292 0.000271435 0.000219718 0.000332587 0.000370223 0.000359511 0.00023433 0.000266992 0.000280794 0.000336831 0.000152416 0.000214673 0.000143284 0.000124916 9.98835e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.080640000000000017 -0.029144999999999997 -0.17966999999999997 0.086380000000000012 -0.091054999999999983 0.13146500000000003 -0.059399999999999988 -1.0000000180025095e-35 0.086260000000000017 -0.040804999999999994 0.10855000000000002 0.15398500000000004 0.090900000000000009 1.0000000180025095e-35 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 -3 6 -6 14 -8 -10 11 -11 13 16 15 -7 -1
right_child=-2 2 -4 -5 5 7 8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0005067847847838433 -0.0016838705124648233 -0.0017256400720245992 0.0028784041024164943 -0.0022557088981463879 0.0034864958654911371 0.00026143384453208726 0.0024453531003804769 0.0013183282829582533 -0.0018566053733381372 0.0034369535006430201 -0.00088001101567090044 0.00021670412227823747 0.0015979567651868457 -0.00222783396132598 -0.0030745819569693205 -0.002048261705823918 0.0014300952198365914
leaf_weight=0.0015003803451314451 0.001160908520402514 0.0013195178247080728 0.0010507606737680817 0.0017206603831028686 0.0011281631225936754 0.0010949209178554584 0.0012277103012987576 0.0014301844641284589 0.0012547174949593147 0.0012662600299042674 0.0018086217881183586 0.0018918285776330281 0.0010615391721233713 0.001136162812827024 0.0010348494562890664 0.0010924187548866371 0.0010618065097404983
leaf_count=33 101 177 130 761 169 60 85 31 135 111 90 260 96 31 38 127 686
internal_value=0 5.97031e-05 0.000338229 -0.000610763 0.000154774 0.000342326 0.00090663 -0.000698049 0.000515913 0.000135165 0.000638337 0.00150789 -1.61294e-05 -0.000479421 -0.00159303 -0.000892093 0.000295886
internal_weight=0 0.0220805 0.0156 0.00648055 0.0145492 0.0132297 0.0085773 0.00465237 0.00744914 0.00622143 0.00496671 0.00315809 0.00475989 0.00369835 0.00322219 0.00218734 0.00256219
internal_count=3121 3020 1413 1607 1283 1106 850 256 681 596 461 371 846 750 225 187 719
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=30
num_cat=0
split_feature=31 151 4 150 158 1374 160 133 11 0 151 51 2 48 48 40 3 1 0 3 42 2 52 160 3 49 16 2 15
split_gain=0.00115418 0.000735401 0.00098102 0.000830841 0.000735839 0.000656072 0.00066516 0.000718123 0.000708181 0.000694699 0.000506651 0.000577245 0.000491396 0.000515508 0.000433574 0.000589406 0.000689105 0.00049416 0.000531893 0.00103364 0.000555695 0.000422789 0.000848343 0.000328899 0.000288687 0.000212897 0.000147296 0.000125867 0.000101148
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.097839999999999996 0.08962500000000001 0.08926000000000002 -0.22361499999999998 0.10622000000000002 1.0000000180025095e-35 0.051010000000000007 0.056735000000000001 0.12547500000000003 0.113445 -0.032929999999999994 0.099800000000000014 -0.069739999999999983 0.10732000000000001 0.13075500000000004 -0.10607499999999999 -0.083924999999999986 0.083995000000000014 0.11018500000000002 0.090645000000000017 0.088405000000000011 -0.13927999999999999 -0.047584999999999995 -0.105305 0.081685000000000021 -0.013104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 11 14 13 -4 15 -8 17 18 25 20 -20 22 -11 -12 -15 -17 -14 -27 -21
right_child=1 2 12 4 -6 -7 7 -9 -10 21 23 -13 26 24 -16 16 -18 -19 19 28 -22 -23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0015161605186772981 -0.0013157541418742326 0.0010727425467596267 0.00088571649740779121 -0.00098903056377986601 -0.0012934480044124602 -0.0013193432309670462 -0.00082347306459793857 -0.00098014259150468576 -0.0010427078944658722 0.0012592196110141206 -0.0013138490313918112 0.00088793781804500239 0.0012490136681435593 0.00036287389826592881 -0.0007889065849784405 0.00063326448922597692 0.001056597274278504 0.00071056353732041222 -0.00070924661087395111 -0.0015158509437758394 0.00066292262184265585 0.0012923491292107848 -0.00035149753725106139 -0.00011952471136990848 -0.00056998654678079358 0.00023182880973513835 0.00052507645544626357 -0.00045011250881371243 -0.00087087680202424197
leaf_weight=0.0010809356450913734 0.001061434159078444 0.0012331496858433147 0.001526745921495376 0.0018376588432504884 0.0013427654246152545 0.0010595788041918288 0.0016457191824947879 0.0017770318434360268 0.0013766140263040674 0.0012574546127623867 0.0011148181309206242 0.0016603384810593971 0.0016865955618470263 0.0012919636467358941 0.0016415713459707595 0.0019036591227319377 0.0016444315678398888 0.0019189898121112501 0.0010974531530787337 0.0012642509459723748 0.0017744081250510302 0.0014286077520182516 0.0018662068231805051 0.0010094223298722227 0.0018586084768110736 0.0016019324954470362 0.0010463063655059557 0.0010163632231368069 0.0010009016967625003
leaf_count=86 64 32 31 231 218 47 78 361 130 32 55 70 133 23 83 33 54 10 379 283 83 15 20 22 58 19 54 51 366
internal_value=0 -7.01573e-05 -3.78186e-05 -0.000148292 -0.000194995 -0.000147258 -0.000105636 -4.76583e-05 1.55322e-05 7.41637e-05 -4.58747e-05 3.60132e-05 0.000461211 0.00016285 -4.96628e-05 3.19562e-05 0.000138427 8.01804e-06 -0.00013156 -0.00046528 0.000138562 0.000609301 0.000296909 -0.000746316 -0.000187446 0.000247551 0.00097185 -3.28854e-05 -0.00123086
internal_weight=0 0.041945 0.0408835 0.0334733 0.0322402 0.0308974 0.0298378 0.0280002 0.0262231 0.0248465 0.0202943 0.01817 0.00741022 0.00467732 0.0165097 0.0148681 0.0132224 0.011578 0.00965897 0.00513701 0.00287186 0.00455227 0.00312366 0.00212424 0.00315057 0.00452195 0.0027329 0.0026183 0.00226515
internal_count=3121 3035 2971 2672 2640 2422 2375 2144 1783 1653 1586 1509 299 112 1439 1356 1278 1224 1214 1111 462 67 52 77 81 103 187 70 649
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=31 151 49 4 0 46 3 159 1374 133 41 43 2 2 49 1 3 4 12 0 0 4 48 12 1 42 133 0 16 1
split_gain=0.00121246 0.000764738 0.000818529 0.000742778 0.00065605 0.000625951 0.00085596 0.000636509 0.000673551 0.000659292 0.000613933 0.000667568 0.000563635 0.00104451 0.000503483 0.000463407 0.000495729 0.000431216 0.000421553 0.000856584 0.000935074 0.000460687 0.000831199 0.000429317 0.00063367 0.000461114 0.000376917 0.000909434 0.000284725 0.000246091
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.27834500000000006 -0.15350499999999997 0.083550000000000013 0.30112000000000005 0.10407500000000001 0.086000000000000007 0.10622000000000002 0.078475000000000017 0.05259500000000001 0.11215000000000001 0.10981000000000002 -0.056454999999999991 0.11230000000000001 -0.13309499999999996 -0.39518999999999993 0.090455000000000021 -0.12333499999999999 -0.084044999999999995 -0.031404999999999995 0.086260000000000017 0.092355000000000007 0.13021500000000003 0.089810000000000015 0.083950000000000011 -0.019414999999999998 -0.18708499999999997 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 3 5 -5 6 7 8 9 10 11 12 13 18 -14 -6 -17 -13 19 21 -21 -3 -23 -20 25 29 27 -22 -19 -25
right_child=1 2 -4 4 15 -7 -8 -9 -10 -11 -12 17 14 -15 -16 16 -18 28 23 20 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0014863480802526079 -0.0012757849503551432 -0.00073546455611320845 0.00092191073144560153 0.001037665219900901 -0.00042390275747495047 -0.0012796097689300905 0.0011557290277789149 -0.0012979027182114377 -0.0012841231220007648 -0.0010603234191886111 -0.0011816714395161004 0.0011744894248105076 -2.2702629351328512e-05 0.0014117766957570234 -0.0013905425472395508 -0.00016383237668095852 0.001085551729388286 0.00057638296975791748 0.00073474796164235039 -0.0014861472254868483 -0.0014256104866439928 0.0010150251417642554 -0.00031387791080180063 -0.00050574766196108953 0.00095278430635143253 -0.0011770329819338842 0.00045228132091548658 0.00016402948282002468 -0.00027791329177712202 0.00048330336189019975
leaf_weight=0.0011380722175060578 0.0011265739790484721 0.0010065474479645786 0.0018852232594288578 0.0021552969259772681 0.0023586548908980367 0.0010932118984783292 0.0010939934000191434 0.0010885653962503508 0.001097169308806655 0.0014912238449804596 0.001012153123983949 0.0014395291930213716 0.0010565245318865379 0.0010485907893951199 0.0013581517582679217 0.0013829649826604395 0.0014228236449607135 0.0020025550772864165 0.0021394505468501626 0.0020086678353151578 0.0014049869021675043 0.0021912880208194586 0.0019772150983214942 0.0010904725773521751 0.0010089659904224391 0.0011033218701368419 0.0011881541956082486 0.0018297849247091123 0.0015119829583711821 0.0011324712904485779
leaf_count=86 64 30 66 79 36 33 56 171 59 373 77 13 31 39 109 34 125 33 107 536 243 65 34 76 10 115 91 57 208 65
internal_value=0 -6.73217e-05 -3.53484e-05 -7.96943e-05 0.000349003 -0.000173715 -0.000136265 -0.000181585 -0.000141212 -9.79749e-05 -4.58108e-05 -2.42502e-06 -0.000115528 -3.01338e-05 -0.000792054 6.16008e-05 0.000469734 0.000489446 -0.000113755 -0.000283225 -0.000645349 0.000166825 0.000384696 0.000190042 -7.87723e-05 -0.000391677 -0.000263501 -0.000526413 0.000208858 -1.87894e-06
internal_weight=0 0.0437065 0.0425799 0.0406947 0.00731974 0.033375 0.0322818 0.0311878 0.0300992 0.029002 0.0275108 0.0264987 0.0215446 0.0191299 0.00241468 0.00516444 0.00280579 0.00495407 0.0180813 0.0116066 0.00643159 0.00517505 0.0041685 0.00647468 0.00433523 0.00332627 0.00442293 0.00323477 0.00351454 0.00222294
internal_count=3121 3035 2971 2905 274 2631 2598 2542 2371 2312 1939 1862 1608 1468 140 195 159 254 1429 1056 927 129 99 373 266 256 391 300 241 141
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=39 31 42 376 1456 160 15 1348 1374 158 11 3 2 49 51 43 1 47 1374 16 13 42 48 10 15 1 13 0 43 3
split_gain=0.00141834 0.00115666 0.000991479 0.000939778 0.000790909 0.000797059 0.000837619 0.000872887 0.000916513 0.000855962 0.00075763 0.000632364 0.000988447 0.00107306 0.0007377 0.000902799 0.000788662 0.000786808 0.000657212 0.000736526 0.000539399 0.000740257 0.000515846 0.000488681 0.000474066 0.000463392 0.000895528 0.000488715 0.000431525 0.000423316
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 1.0000000180025095e-35 -0.40698999999999991 -0.24436499999999997 0.090205000000000021 0.093235000000000012 0.085900000000000018 0.087830000000000005 -0.12018999999999998 0.11362000000000001 0.0034800000000000005 0.012085000000000002 -0.074359999999999996 0.13075500000000004 0.090280000000000013 -0.094929999999999987 0.029300000000000003 -0.084034999999999985 0.091735000000000025 0.091220000000000009 0.11192500000000001 -1.0000000180025095e-35 0.10124500000000002 -0.47860499999999995 -0.13027499999999997 0.084740000000000024 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=1 -1 -3 4 5 -4 23 8 9 10 11 12 13 28 15 16 20 25 -16 22 24 -22 -20 29 -13 26 -17 -28 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12 14 -14 -15 18 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014006240288400472 0.0014008833441393948 -0.0014005519648122005 -0.0010134396088484971 0.0010303960706292909 -0.0012428789676126603 0.0010890234303042869 0.00010769386948031019 0.0011275417738286567 -0.0013986517704338986 -0.001045926069633298 -0.0011419198468428325 -0.00016049286377461469 0.0013984653845086658 0.0013017819025866286 -0.000486918851665732 0.00036046487527815807 0.0012482691162467119 -0.0011358757497017587 0.00038494115994902188 -0.00048451520729466904 -4.9314381453444965e-05 -0.001400136406682473 0.0013610998912815238 -0.0001476231618125892 0.0011636020906275165 0.00028639064355251063 -0.00037597579641758582 -0.0014004308069180981 -0.00077711477309795282 6.3100409588255133e-05
leaf_weight=0.0010566026955540755 0.0013589093608103999 0.0010904084493503765 0.001646110688112489 0.0015279700444072999 0.0011300502316728958 0.0025951932075383146 0.003300900862484457 0.0011153961850425267 0.0010835295798514713 0.0017537048711035444 0.0011877694172426337 0.0010424835534594834 0.0014356264962316345 0.0011868023400438688 0.0017620592687421777 0.0016289345305722227 0.0010146423992409837 0.0030104671859345622 0.0028490385278736588 0.001200887790845151 0.0037467470482841474 0.001009924445810384 0.0016919353076749744 0.0016014459642423873 0.0010790182857647324 0.0020145464271692504 0.0018267398329498861 0.0018257038000546698 0.0016070459034551732 0.0011329544892948462
leaf_count=84 23 18 210 49 268 104 95 35 32 187 75 135 20 18 17 14 4 99 158 44 333 48 44 17 14 61 33 812 15 55
internal_value=0 -4.89818e-05 -8.01777e-05 -5.01878e-05 -8.57108e-05 -5.68758e-05 -2.08464e-05 -9.30936e-05 -0.000129635 -9.16252e-05 -4.30053e-05 -3.72992e-06 0.000353138 0.000106909 -0.000108283 -0.000260615 9.57812e-05 -0.00053355 0.000261167 0.000490739 -7.42296e-05 -0.000336117 0.000748651 0.000499345 0.000512956 -0.000285017 -0.000502976 -0.000888058 -0.000182026 0.000777254
internal_weight=0 0.0501546 0.049098 0.0480076 0.0464797 0.0453496 0.0437035 0.0383739 0.0372585 0.036175 0.0344213 0.0332335 0.00753038 0.00609475 0.0257031 0.0181992 0.00789282 0.0103064 0.00750392 0.00574186 0.00687817 0.00475667 0.00454097 0.00532959 0.0021215 0.00729592 0.00528138 0.00365244 0.00490795 0.00372815
internal_count=3121 3098 3014 2996 2947 2679 2469 2293 2258 2226 2039 1964 148 128 1816 1553 534 1019 263 246 530 381 202 176 149 920 859 845 110 159
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=18
num_cat=0
split_feature=133 133 3 1 52 159 15 15 0 48 52 15 4 42 0 1 16
split_gain=0.00020305 0.000197451 0.0001818 0.00022987 0.00035179 0.000341176 0.000343284 0.000321834 0.000314487 0.000383595 0.000215118 0.000286563 0.000353465 0.00017751 0.000155188 0.000123744 2.74503e-05
threshold=0.10622000000000002 0.083950000000000011 -0.20241999999999996 0.111945 0.11434500000000002 0.091530000000000014 1.0000000180025095e-35 -0.0058549999999999991 -0.10151999999999999 0.095425000000000024 0.070205000000000017 -0.016799999999999995 0.24564500000000003 1.0000000180025095e-35 -0.10836499999999999 0.094825000000000007 -1.0000000180025095e-35
decision_type=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 9 15 11 12 -5 -3 -14 -4 -1
right_child=-2 13 3 10 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.00065561879058633485 -0.0018884971761976626 0.0023913341061552501 -0.0010066993100186908 -0.0019584663877358164 -0.0025625248298525947 -0.0026713189205565873 -0.0016865770320628097 0.0018867176330417787 -0.0020501548021131244 0.0027021862333794782 0.0018368367519490292 0.0016311524562106169 -0.0006490802700744537 -4.9082697415967962e-05 0.0016060601100723658 0.00085294338132870212 0.0016576025163418683
leaf_weight=0.0010131511631215062 0.0010286830913792113 0.001203650762991392 0.0018975439624449031 0.0018540409594409724 0.0014427514247721271 0.0010003642408603361 0.0018287985282433583 0.0019430379660607677 0.0012357168400246032 0.0010158785947902427 0.0015127161488459606 0.0014818876566868857 0.0010403464122652473 0.0010088370087264487 0.0012217933043827678 0.0010093726766058353 0.0010007933600775223
leaf_count=42 435 115 102 111 235 137 645 90 290 41 71 51 60 465 80 59 92
internal_value=0 6.06868e-05 -7.0766e-05 -0.000204159 -0.000582537 -0.000294881 -2.86754e-05 0.000398269 -0.000162379 0.000432287 0.000401042 1.30604e-05 -0.000569477 0.00127857 0.000568933 -0.000360973 0.00115354
internal_weight=0 0.0227107 0.0204982 0.0184842 0.0113735 0.00993071 0.00893035 0.00710155 0.00515851 0.0039228 0.00711078 0.00559807 0.00411618 0.00221249 0.00226214 0.00290692 0.00201394
internal_count=3121 2686 2106 1972 1599 1364 1227 582 492 202 373 302 251 580 140 161 134
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=18
num_cat=0
split_feature=133 3 484 48 0 150 51 2 159 49 43 42 3 4 42 2 4
split_gain=0.00016788 0.000181855 0.0001789 0.000197444 0.000218972 0.000212613 0.000260294 0.000232873 0.000172716 0.00021741 0.000199234 0.000363915 0.000346518 0.000265273 0.000254804 0.000187386 7.7171e-05
threshold=0.10622000000000002 0.16158000000000003 -0.0068949999999999992 0.12879500000000002 -0.23091999999999999 0.12187000000000002 0.087505000000000013 0.113445 0.091530000000000014 0.0034800000000000005 -0.072864999999999985 -0.094469999999999985 -0.075944999999999985 -0.076779999999999987 0.075730000000000006 0.083215000000000011 -0.016959999999999999
decision_type=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 9 10 11 -6 13 -13 15 -12 -17
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 14 12 -14 -15 -16 16 -18
leaf_value=-0.0016318170484877364 -0.0018394029619444956 0.0014288055026811573 0.0017486839384267827 -0.0017910636050357267 -0.0013373625229981931 -0.0019927556230450753 -0.0015179691940999216 0.0021396565469651158 -0.0015310586347536145 0.0022434383412711064 0.0011832113257612882 0.0018393333208684818 0.0034843541348301972 -0.001244595994369603 -0.0023594599303949707 -0.0016161655404323479 9.4998778390051282e-05
leaf_weight=0.0014063216118170565 0.0010097539137549618 0.0018436285790266451 0.0016495794031356993 0.0011346894306392121 0.0012482320210756015 0.0010320600478954658 0.0017344970537963586 0.0013644812931843395 0.0011408042013276729 0.0011079217354126323 0.0017044882169883237 0.0013282249274588764 0.0012233356608500889 0.0010245756774078796 0.0011870047352907642 0.0011869927752069503 0.0010129183093461353
leaf_count=432 435 149 62 48 36 39 227 214 128 256 140 75 114 174 275 262 55
internal_value=0 5.8912e-05 -6.43702e-05 5.11621e-05 0.000167648 7.60154e-06 0.000142858 0.000355786 0.000155691 0.000330247 0.00011648 0.000779597 0.00151851 0.000496373 -0.000511857 4.98461e-05 -0.000828284
internal_weight=0 0.0223298 0.0204861 0.0190798 0.0179451 0.0162955 0.0152635 0.013529 0.0121645 0.0110237 0.00991577 0.00482437 0.00357614 0.0023528 0.0050914 0.0039044 0.00219991
internal_count=3121 2686 2537 2105 2057 1995 1956 1729 1515 1387 1131 399 363 249 732 457 317
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=18
num_cat=0
split_feature=2 38 124 484 3 457 0 160 0 0 41 13 43 0 2 15 4
split_gain=0.000148094 0.000179066 0.000241481 0.000279753 0.000191676 0.000326435 0.000353107 0.000281278 0.000222277 0.000245086 0.000221921 0.000269842 0.000199075 0.000247968 0.000188798 0.000176264 0.000142948
threshold=0.14753000000000002 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -0.0029299999999999994 -0.053834999999999994 -0.080409999999999995 -0.074479999999999977 -0.10607499999999999 0.078065000000000009 0.073000000000000023 0.055925000000000009 -0.019414999999999998 0.11177500000000001 -0.015744999999999999 0.181285
decision_type=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 -7 9 14 11 -5 13 -8 16 -13 -9
right_child=-2 -3 3 4 5 6 12 8 -10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0017284526897454614 0.00159103769811185 -0.0020142811688629576 -0.0024523774197871277 0.0032165468437213274 -0.0028362818787315536 -0.001553774314637616 -0.0037852185310830091 0.00065525779408270738 0.0026512385476032754 -0.0010274968001642865 -0.0009751374945661498 0.0018384750036790347 0.00027958031801314975 -0.00070973996049158777 -0.00070344887769994036 -0.00055679120260970685 0.0025727093560044259
leaf_weight=0.0015842281294624607 0.0011667719188708228 0.0010131728118976105 0.0010822304650330147 0.001120784027698103 0.0010230861327160676 0.0013643715347311522 0.0010758897434706149 0.0018397175001183515 0.0011164197789039747 0.0018329697832356606 0.0012189117136927052 0.0011891752233132991 0.0010477614827975046 0.0011925464139186459 0.001077113796328355 0.0014975480921046724 0.0015418524017443147
leaf_count=210 142 53 469 53 133 346 98 63 227 877 78 35 31 76 58 106 66
internal_value=0 -0.000107447 -1.45857e-05 -0.000158255 -2.13735e-05 -0.000317012 -0.000103801 0.000384286 0.000741226 0.000402305 0.000749817 0.00130203 -0.00139495 -0.0021684 0.000990098 0.000503382 0.00152953
internal_weight=0 0.0218178 0.0208046 0.0192204 0.0181381 0.0131117 0.0120886 0.00877244 0.00740807 0.00629165 0.00502642 0.00380751 0.0033162 0.00226844 0.00445868 0.00268672 0.00338157
internal_count=3121 2979 2926 2716 2247 1975 1842 1637 1291 1064 272 194 205 174 187 141 129
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=39 45 14 42 1374 150 1374 3 13 15 150 52 403 474 159 151 13 49 13 43 43 52 4 16 48 1 16 52 52 15
split_gain=0.00143595 0.00115234 0.00118421 0.00108122 0.000782237 0.000845067 0.000665009 0.000759211 0.00079111 0.00089412 0.000568304 0.00102745 0.000564134 0.000590785 0.000745727 0.000719877 0.00074627 0.000668456 0.000578115 0.000815304 0.000658392 0.000531712 0.000526369 0.000470777 0.000548863 0.000535233 0.000403753 0.000389557 0.000387067 0.000331301
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.093235000000000012 0.083095000000000016 -0.094929999999999987 0.090900000000000009 0.066795000000000007 -0.033689999999999991 -0.22665999999999997 0.41423000000000004 -0.088999999999999982 0.082665000000000002 0.11109000000000001 -0.0096649999999999982 -0.53104499999999988 0.10247500000000002 -0.47860499999999995 -0.06984499999999999 -0.090299999999999991 0.11008000000000001 0.23246000000000003 -0.056919999999999991 0.081805000000000017 0.095285000000000022 -0.094359999999999986 -0.082554999999999976 0.091275000000000009 -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=1 -1 3 -3 5 10 -7 8 9 26 -5 12 -12 14 15 -14 -17 18 -18 20 21 22 28 24 25 -21 -8 -15 -20 -27
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 11 -13 13 27 -16 16 17 -19 19 23 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0015466680123501497 0.0015466874776048549 -0.0015463483537103472 -0.0013095758443016532 0.00096503927355959002 -0.001282219267211725 -0.00046959113748852387 0.0010681589742555235 0.0014115050209868242 0.0014584121043395594 -0.0011849862752016337 -0.001180438684775109 -0.0015461523092311273 -0.00097851375046677995 -6.7915056540731698e-06 -0.0013439502422772243 -0.00099175819280054975 0.00095612199715664327 0.00097452591402565427 -0.0012432694908037925 -0.00037441960945284531 0.00087248413018316446 0.00085031242173546316 0.00044063352412973533 -0.00077455057365486443 -0.0010908325534164155 0.00013519911583628421 -0.00017075332718636366 0.0011994301011208097 -7.881851397703612e-05 0.0013610284305833747
leaf_weight=0.0010294648109265827 0.0013517308898585148 0.0011307379965685973 0.0018773720481313197 0.0011665020600872813 0.0011306450098516043 0.0015216780041598099 0.0013128974445351105 0.0021921080575921792 0.0011029336607819573 0.0011208978790815394 0.0010682769807359707 0.0011846417680922974 0.0018491422782911373 0.0011456426999170155 0.0011143426800814807 0.0016049615625632818 0.0014435099338960733 0.0019083615599035922 0.0014528612975395205 0.0021314347059648731 0.0029684294667955378 0.0012624171810560192 0.0015094833697748555 0.00403699591511761 0.001020328762378897 0.0010974656647957381 0.0012066504931951272 0.0014499970849368706 0.0012865845563041489 0.001013881603654454
leaf_count=9 23 17 100 19 41 49 42 70 25 90 376 170 149 142 101 23 31 133 110 455 269 25 21 284 52 48 92 102 19 34
internal_value=0 -7.03913e-05 -0.00010796 -5.47974e-05 -1.39638e-05 2.1731e-05 0.000455972 0.000659045 0.000311303 -3.62332e-05 -9.40634e-05 -0.000134505 -7.75549e-05 -3.59167e-05 -0.000106913 -5.08448e-05 2.46011e-05 0.000101794 1.51552e-05 -6.12399e-05 0.000285477 -3.0687e-05 -0.000292444 -0.000377374 -7.27252e-05 0.000172115 0.000474825 0.000667038 -0.000696383 0.00072385
internal_weight=0 0.0453406 0.0443112 0.0424338 0.0413031 0.0401724 0.00845717 0.00693549 0.00474338 0.00364045 0.0317153 0.0305488 0.0293641 0.0282958 0.0257002 0.0245859 0.0227367 0.0211318 0.0192234 0.0177799 0.00847978 0.00551135 0.00424893 0.00930011 0.00526311 0.00424278 0.00251955 0.00259564 0.00273945 0.00211135
internal_count=3121 3098 3089 2989 2972 2931 368 319 249 224 2563 2544 2374 1998 1754 1653 1504 1481 1348 1317 444 175 150 873 589 537 134 244 129 82
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=31 151 49 4 2 11 1456 403 0 0 13 13 0 133 2 16 16 40 0 51 1374 43 2 2 1 1 457 0 47 4
split_gain=0.00112462 0.000716687 0.000875124 0.0008514 0.000786592 0.000771288 0.000778713 0.000797014 0.000754738 0.00107865 0.000936931 0.00133973 0.000879722 0.000850136 0.000781181 0.00162769 0.000652371 0.0006278 0.000586727 0.000810967 0.000597904 0.000541254 0.000487306 0.000694091 0.00046011 0.00080582 0.000360133 0.000322486 0.000296807 0.000242261
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.27834500000000006 0.113445 0.080455000000000013 -1.0000000180025095e-35 0.093545000000000003 -0.062294999999999996 -0.10607499999999999 -0.084034999999999985 -0.084419999999999981 -0.053834999999999994 -0.006494999999999999 0.096540000000000015 0.064860000000000015 -0.014754999999999999 -0.087179999999999994 -0.11756999999999999 0.081440000000000026 -0.094929999999999987 -0.15323999999999996 0.10097500000000002 0.10882500000000002 0.10708500000000001 0.11230000000000001 -1.0000000180025095e-35 -0.14920999999999998 0.13439000000000004 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 3 5 24 6 -3 8 9 16 11 -11 -10 -14 15 -15 17 -8 19 29 -21 -16 -23 -24 -5 -26 -22 -18 -17 -19
right_child=1 2 -4 4 -6 -7 7 -9 12 10 -12 -13 13 14 21 28 27 18 -20 20 26 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015160998751147629 -0.0012797021561479199 -0.0011712199477135665 0.00095266852487641105 0.00067965978586501596 0.0010301661412895043 -0.0011655701238536594 -0.0012813730662966252 -0.0013965356798340768 0.0012046494671691323 -0.00092439820391831626 -0.0012548036737060988 0.001309866422655469 0.0010380204404763335 0.00097131152832751172 0.0010684975218334088 -0.0015159939558835774 9.2435173211026853e-05 -0.0011790500405138103 0.00071131208414328454 -0.00049918911516477684 -2.3248857582432498e-05 0.00086861781358169043 -0.0010895261563742405 0.00030124233986012324 -0.0011845846813887946 0.00033926244384048043 0.0011281716910092445 0.0011455927571211999 -0.00051035677430632631 -0.00035801718733444589
leaf_weight=0.0010689105531842538 0.0010747148310077384 0.0015443399691701934 0.0020022983001855002 0.0016298620337238381 0.002791565738531343 0.0016925332554809094 0.0010188778586268663 0.0010111271737576191 0.0018779764999834478 0.001587029929940087 0.0035466479261363482 0.0010083742761217698 0.0018335167457621546 0.001115439834492811 0.0014594625346404672 0.0019778823209719576 0.001191103637886215 0.0017142890378440984 0.0019521837256579726 0.0016401901107201411 0.0010377429107393255 0.0011302133890680448 0.0014177290206873749 0.001970118240475216 0.0013834779578019152 0.0018816469178606354 0.0015656966429062891 0.0015210542285810586 0.0010230675834463909 0.0015929307764181999
leaf_count=86 64 275 66 32 177 135 12 219 34 348 1038 22 34 19 24 62 30 52 52 18 20 22 27 64 14 51 34 52 6 32
internal_value=0 -5.57946e-05 -2.78787e-05 -7.13964e-05 0.000388087 -0.000165756 -0.000118404 -7.0853e-05 -3.0456e-05 -0.000223417 -0.000748375 -5.6335e-05 0.000240367 8.8541e-05 -8.3928e-05 -0.000592059 2.02214e-05 -0.000150638 -2.94047e-05 -0.000220908 0.000217616 0.000265994 6.76256e-06 -0.000280759 2.19157e-05 -0.000306412 0.00066921 0.000683075 -0.00117316 -0.000783597
internal_weight=0 0.0481931 0.0471184 0.0451161 0.00768655 0.0374295 0.035737 0.0341927 0.0331815 0.0193761 0.00614205 0.0025954 0.0138054 0.0119274 0.0100939 0.00411639 0.0132341 0.0105219 0.00950303 0.00755085 0.00424363 0.00597752 0.00451806 0.00338785 0.00489499 0.00326512 0.00260344 0.00271216 0.00300095 0.00330722
internal_count=3121 3035 2971 2905 274 2631 2496 2221 2002 1710 1408 370 292 258 224 87 302 220 208 156 72 137 113 91 97 65 54 82 68 84
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=31 39 42 151 1348 4 11 376 3 49 0 0 2 0 47 151 2 1 43 13 3 16 13 1 2 43 15 4 48 52
split_gain=0.00131894 0.00123864 0.00113302 0.000920871 0.00119403 0.000958589 0.00112255 0.000865398 0.000916475 0.000989442 0.00098543 0.00111123 0.000933275 0.00077718 0.000965199 0.000858961 0.000712377 0.000785932 0.00070241 0.000702558 0.000745661 0.000665719 0.00104362 0.000663113 0.000651452 0.000616283 0.00045613 0.000725993 0.000439711 0.000589492
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.090205000000000021 0.27287000000000006 0.080455000000000013 0.088470000000000007 -0.12018999999999998 0.0034800000000000005 -0.10607499999999999 -0.08824499999999999 0.11018500000000002 -0.11756999999999999 0.086785000000000015 -0.086654999999999982 0.081685000000000021 0.086455000000000018 -0.074359999999999996 -0.084034999999999985 -0.074479999999999977 0.22339500000000004 -0.15078499999999997 0.10557500000000002 0.113445 -0.51144999999999985 -0.074054999999999996 0.0052350000000000009 -0.032929999999999994 -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=-1 2 -2 -4 5 6 7 8 9 12 13 -12 -5 14 15 -10 -17 -18 19 -13 25 22 -20 -24 28 -21 27 -19 -7 -30
right_child=1 -3 3 4 -6 24 -8 -9 10 -11 11 18 -14 -15 -16 16 17 26 21 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014573083605469567 -0.001457152151429971 0.001457370598315431 -0.0014206605028595539 -0.00045342296845457726 0.0014170997042156042 0.0007856681332318883 -0.0014569583730134708 0.0010569079427259806 0.0010666515350210128 0.0012782885795959114 -0.0013885961584247106 0.00080470010243866735 0.00098310799060517037 0.00079796813951796936 -0.00099377600025194694 0.0009333557086248981 -0.0014286880082598366 -0.00040458025330120415 0.00075921862229481841 1.1422514682239417e-05 0.00047282955623827671 -0.0014570844697498946 -0.0014570099018408184 -5.2398333308931388e-05 0.00088103612732991405 -0.0014569369782828918 -0.00057695267750524672 0.0009657513326300685 0.00068711785717952387 -0.00057863078362300503
leaf_weight=0.0012677402076608493 0.0012400354328256915 0.0011347459035988541 0.0010131800055663822 0.0031034064157964203 0.0012010324621343207 0.0012974866342574387 0.0013551301505856364 0.0013083917034748529 0.001528638256301563 0.001764899606854442 0.0026231434452617048 0.0017127068871936046 0.0013897975333065915 0.0022455218150207951 0.0022563841470173438 0.0011498358568573508 0.0011084930600784304 0.0016821592533879963 0.001211188500889194 0.001084546528034025 0.0015785607886709139 0.0017159609375343443 0.0016517529827823254 0.0012557580665486512 0.0034039716182419077 0.001376967747745983 0.0023483260235224153 0.0016022160981492561 0.0011152034821861889 0.0026058460936773109
leaf_count=86 18 21 47 90 33 21 132 25 44 25 423 116 11 54 32 11 57 45 27 10 74 141 831 30 177 405 36 18 15 66
internal_value=0 -4.74054e-05 -8.23026e-05 -4.65542e-05 -1.67278e-05 -5.45953e-05 -0.000155441 -0.000106035 -0.000150279 0.000353976 -0.000262453 -0.000532336 -9.0881e-06 1.30341e-05 -0.000137923 6.70873e-05 -0.000126547 -0.000307333 -0.000338498 2.27435e-05 -0.000308751 -0.00069467 -0.000377028 -0.000850356 0.000389061 -0.000809976 -8.66545e-05 0.000263908 5.53642e-05 -0.000199284
internal_weight=0 0.0500653 0.0489305 0.0476905 0.0466773 0.0454763 0.0370538 0.0356987 0.0343903 0.0062581 0.0281322 0.0142106 0.0044932 0.0139216 0.0116761 0.00941967 0.00789103 0.00674119 0.0115874 0.00575278 0.00404008 0.00583466 0.0041187 0.00290751 0.00842251 0.00246151 0.0056327 0.00328438 0.00501854 0.00372105
internal_count=3121 3035 3014 2996 2949 2916 2637 2505 2480 126 2354 2057 101 297 243 211 167 156 1634 605 489 1029 888 861 279 415 99 63 102 81
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=19
num_cat=0
split_feature=14 1 47 1 4 13 12 157 2 160 150 457 0 48 15 0 133 13
split_gain=0.000153974 0.000178758 0.000257034 0.000283225 0.000270902 0.000306619 0.000251008 0.000232402 0.000267272 0.000395334 0.00025344 0.000293022 0.000225388 0.000218862 0.000203157 0.000172425 0.000135752 0.000171665
threshold=0.076175000000000007 0.077565000000000009 0.086380000000000012 0.13146500000000003 -0.16363499999999997 -0.10278499999999999 0.098810000000000023 -0.077234999999999984 0.116525 -1.0000000180025095e-35 0.087170000000000011 0.091015000000000013 -0.059114999999999994 0.10396500000000002 -0.040804999999999994 -0.10836499999999999 0.048950000000000007 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 13 -3 -6 12 -7 9 -9 14 -12 -1 15 -11 -4 17 -14
right_child=-2 2 3 -5 5 7 -8 8 -10 10 11 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.0015491615304914503 -0.0017235359780323762 -0.001554353791995818 -0.0036307622593353549 0.0010558517966429237 0.0035834018831093738 0.0027154069606088274 -0.0026835142006903221 -0.0028029698043593862 0.0024070193249809422 0.0033513294050106384 -0.0025332099456493507 0.001006753515156305 -0.00017326132509299657 0.00039613398869231537 0.00028667104410098784 -0.00096335659780636903 -0.00096340138643921723 0.0023285152037080784
leaf_weight=0.0018960844669679688 0.0012258306872503502 0.0010419663567997626 0.0010846722486306248 0.0018639028103115685 0.0010655900109632918 0.0012567479241139016 0.0011613444160114006 0.0010425688928064085 0.0013089978081066711 0.0010449358972591831 0.0010176288572694148 0.0012862179325310308 0.0012799074950002884 0.0012059182850130412 0.0010573474582544684 0.0012879603268225468 0.0010490327133272359 0.0013902305142892146
leaf_count=1250 101 159 28 55 148 81 272 118 121 109 55 41 41 73 270 148 28 23
internal_value=0 7.07088e-05 0.000361642 -0.000502208 0.000826121 0.00109929 -0.000597505 0.000769005 0.000407027 -7.34518e-05 0.000572401 -0.000556879 -0.000166077 -0.00131373 0.00180995 -0.00218279 0.000539038 0.00112931
internal_weight=0 0.0223411 0.0155645 0.00544245 0.010122 0.00908003 0.0067766 0.00801444 0.0067577 0.0054487 0.00440613 0.00230385 0.00561526 0.00357855 0.00210228 0.00237263 0.00371917 0.00267014
internal_count=3121 3020 1406 304 1102 943 1614 795 714 593 475 96 1342 249 379 176 92 64
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=17
num_cat=0
split_feature=52 376 1 3 3 43 47 48 14 16 4 52 16 43 0 16
split_gain=0.00016748 0.00028378 0.000188496 0.000260224 0.000315009 0.000240748 0.000234326 0.000191991 0.000154815 0.000244993 0.000358205 0.000152854 0.000141157 0.00012984 0.000207558 0.000107562
threshold=-0.24164999999999998 0.088470000000000007 0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.081374999999999989 0.093140000000000014 0.11454000000000002 -0.10708499999999999 -0.5315899999999999 -0.062539999999999984 -0.0041199999999999995 -0.08595499999999999 -0.016814999999999997 -0.22491999999999998 0.0013750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 8 -8 -4 -10 -11 -6 -7 -12 -15 -2
right_child=1 -3 6 4 11 12 7 -9 9 10 13 -13 -14 14 -16 -17
leaf_value=-0.001285112627586041 -0.00026847431107235493 0.0023727215276176778 -0.00044867473647978312 -0.00059652471600313717 0.0014138250682836152 -0.0015484521473152031 -0.0016493285360910817 0.00077760228099380132 -0.00043330961866820184 -0.00072689356488496817 0.0012521987884234827 -0.00088106416983356939 -0.0038774291274735659 0.0015188370524481781 0.0043280217755780675 0.0014840698485956906
leaf_weight=0.0019811507558893928 0.0013999827326696117 0.0010806452535125901 0.0016284386723934841 0.0019362596388006748 0.0012506684877617857 0.0010003581870343652 0.0017699771291557198 0.0010935771534779093 0.0015560362495818936 0.0010198503147984539 0.0014103391438598512 0.0011601966041752121 0.001171808031864955 0.0010183666834961969 0.0011743799354007045 0.0015089830882768496
leaf_count=374 99 61 93 516 44 451 95 59 65 95 180 33 754 17 131 54
internal_value=0 9.94537e-05 -2.27697e-05 -0.00049193 -0.000997289 -0.00176409 0.000391753 -0.000722496 0.000800431 0.00112963 0.0016557 0.00030944 -0.00280485 0.00233009 0.00302337 0.000640632
internal_weight=0 0.0211799 0.0200992 0.00942826 0.00651929 0.00410843 0.010671 0.00286355 0.00780741 0.00617897 0.00462294 0.00241087 0.00217217 0.00360309 0.00219275 0.00290897
internal_count=3121 2747 2686 1951 1798 1721 735 154 581 488 423 77 1205 328 148 153
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=17
num_cat=0
split_feature=128 124 39 40 48 4 47 0 12 160 0 52 2 0 16 0
split_gain=0.000154469 0.000166752 0.000214035 0.000269818 0.000186501 0.000205891 0.000280889 0.000348659 0.000210203 0.000233023 0.000175102 0.000172553 0.000333637 0.000187323 0.000326006 0.00015659
threshold=1.0000000180025095e-35 -0.043384999999999993 0.11593500000000001 -0.067184999999999981 0.12649500000000002 0.0061450000000000003 0.092710000000000015 -0.17169499999999996 0.098150000000000015 0.086870000000000017 -0.12333499999999999 -0.087769999999999987 0.10097500000000002 -0.057069999999999989 -0.083539999999999989 -0.068604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 9 11 -9 -5 13 14 -13 -12
right_child=-2 2 -4 4 -6 6 -8 10 -10 -11 15 12 -14 -15 -16 -17
leaf_value=0.0013147927438808737 -0.0016967196934425533 -0.0023110807112705824 0.0018156330668851214 -0.0012965322117823627 -0.0015073847295985047 0.0028243999194563804 -0.00085035089088388266 -0.0011273284138369314 -0.0022300726993978609 -0.0017885582963353107 0.0018633513028989855 0.0021235338750796224 -0.0013706008315121558 0.0025365223223146904 -0.0011918299389230725 -2.3965299587000534e-05
leaf_weight=0.001858737392187392 0.0010019647298435399 0.0010598016878170516 0.001105956183422018 0.0011300062197781525 0.0015138776446799165 0.0015942458912228119 0.0019274536915814267 0.0010466737567149664 0.0010320313478586751 0.0013159718298038081 0.0016889848465180823 0.0011551275179281185 0.0012297622141383968 0.0013809691027120239 0.0011183084541646904 0.0016798800052765239
leaf_count=244 231 65 52 287 70 72 94 68 254 160 212 359 76 52 701 124
internal_value=0 6.08351e-05 -5.5826e-05 -0.000165493 -3.78411e-05 9.86491e-05 0.000603578 0.00106988 -0.000380621 -0.000120232 0.000436406 0.000244818 0.000601426 0.00126504 0.000492699 0.000922243
internal_weight=0 0.0218378 0.0199791 0.0188731 0.0178133 0.0162994 0.00793724 0.00600978 0.00836218 0.00733015 0.00441554 0.00601417 0.00488417 0.00365441 0.00227344 0.00336886
internal_count=3121 2890 2646 2594 2529 2459 570 476 1889 1635 404 1475 1188 1112 1060 336
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=18
num_cat=0
split_feature=4 11 151 4 2 0 0 133 2 52 4 4 0 16 12 1 9
split_gain=0.00013311 0.000338224 0.000240225 0.00023929 0.000227273 0.000275584 0.000293438 0.000177235 0.000222537 0.000205417 0.000264589 0.000186309 0.000226652 0.000302453 0.000122601 0.000189384 3.43665e-05
threshold=0.24564500000000003 1.0000000180025095e-35 -0.08317999999999999 0.098655000000000007 0.10912000000000001 0.010870000000000003 -0.075934999999999989 -0.082724999999999979 0.10097500000000002 -0.088204999999999992 -0.0016099999999999997 -0.27825499999999997 -0.059114999999999994 -0.083539999999999989 0.092465000000000006 0.111945 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -6 -1 9 -9 11 -11 13 -13 15 -4 -16
right_child=2 -3 14 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 16 -17 -18
leaf_value=0.001607889167082252 -0.0014075205169590489 -0.0027171019111541946 0.00064559274853079036 -0.0015368190000733092 0.0016563777034277816 0.0031163902456044401 -0.001523032155176786 -0.001458150224959525 -0.0022414469623779406 -0.00072648269004509883 -0.0010998419794601409 0.0023754062843031843 0.0032523130050479453 -0.0010957810967397593 -0.00025161226347647107 0.0031946341710437846 0.00086408669660057867
leaf_weight=0.0010259598664298939 0.0010398997620697514 0.0010555465960502266 0.0014491908621359064 0.0019707043903365315 0.0014416778088488513 0.0010463585829008082 0.0010334876464594975 0.0018177574300032046 0.0011712037236876202 0.0010460168846755397 0.0019450061303748455 0.0010374143080327265 0.0010218019861945021 0.0010447432257308376 0.0012685688901967751 0.001036860632922465 0.0010434218880703838
leaf_count=362 50 184 93 117 90 36 196 343 115 36 214 250 31 721 64 200 19
internal_value=0 -0.000222384 0.000576696 -5.36063e-05 0.000160823 0.00115711 0.000328838 -0.000186208 -0.000388837 -0.000114623 0.000286068 0.000935614 0.00149573 0.000633704 0.00100674 0.00170872 0.000251913
internal_weight=0 0.0166577 0.00583794 0.0156021 0.0136314 0.00352152 0.00247517 0.0101099 0.00908394 0.00791274 0.00609498 0.00414998 0.00310396 0.00208216 0.00479804 0.00248605 0.00231199
internal_count=3121 2695 426 2511 2394 322 286 2072 1710 1595 1252 1038 1002 971 376 293 83
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=17
num_cat=0
split_feature=14 147 11 160 52 0 13 1 4 0 2 0 0 16 52 49
split_gain=0.000123358 0.000151798 0.000194772 0.000250152 0.000183733 0.000246967 0.000215327 0.00026885 0.000229803 0.000188268 0.000320137 0.000318216 0.000261439 0.000231358 0.000132243 7.52362e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.088215000000000002 -0.22361499999999998 0.10744000000000002 0.15398500000000004 -0.084034999999999985 0.090475000000000014 -0.083644999999999983 -0.019414999999999998 0.11215000000000001 -0.10607499999999999 -0.074479999999999977 -0.094359999999999986 0.14295500000000003 -0.049784999999999989
decision_type=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 10 11 13 -13 -8 -6 -3
right_child=-2 15 -4 4 14 -7 9 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0021382637250092302 -0.0014723121078336792 0.00037855891965759902 -0.0019915765539490963 0.0015667636252894481 0.0025780875108343034 -0.002049938522404377 -0.00021050350774022125 0.0023299552588550002 -0.0014451035702557082 0.0012777028529090679 -0.0025374307544537562 -0.0028351085538144455 -3.8262531509557057e-05 0.0021970020151931132 0.00028258974798373889 0.0021720869610886207
leaf_weight=0.0010557775702491326 0.0011833791149680186 0.0010039888824984189 0.0010629988058035158 0.0010212039839171405 0.0011066896360474301 0.0011608336555548613 0.0018828367289627224 0.001932615924211567 0.0011758891449792893 0.0015401364820029134 0.0013709414284559518 0.0012166075518733731 0.0017703416932934885 0.0015871060249774676 0.0010601464095409963 0.0010145112589814423
leaf_count=309 101 61 97 39 96 34 74 182 443 146 192 788 252 70 131 106
internal_value=0 6.91017e-05 -5.99196e-05 5.49138e-05 0.000192534 5.91613e-06 0.000182725 0.00106633 -4.51944e-05 -0.000206795 -0.000498872 -6.60412e-05 -0.00117744 0.000890658 0.00145499 0.00128
internal_weight=0 0.0209626 0.0189441 0.0178811 0.0168253 0.0146585 0.0134977 0.00412971 0.00219709 0.00936797 0.00782783 0.00645689 0.00298695 0.00346994 0.00216684 0.0020185
internal_count=3121 3020 2853 2756 2447 2220 2186 664 482 1522 1376 1184 1040 144 227 167
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=16
num_cat=0
split_feature=4 15 40 42 43 160 16 49 3 1 12 15 13 48 16
split_gain=0.000129406 0.00017739 0.000164105 0.000367706 0.000209207 0.000297738 0.000206486 0.000282473 0.000215988 0.000231998 0.0002037 0.000414793 0.000193971 0.000142357 0.00020194
threshold=0.27044500000000005 -0.14147499999999996 0.064905000000000018 -0.093284999999999993 -0.23714499999999997 -0.091944999999999985 0.22339500000000004 -0.006494999999999999 0.086245000000000016 0.095285000000000022 0.085885000000000017 -0.059484999999999989 -0.0090849999999999976 -0.032929999999999994 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 10 9 12 11 -7 -9 -2 -15
right_child=13 2 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.0018085255845406956 0.0019439157675222557 -0.0022437708358631525 0.0015146253961832452 0.0014763822668673546 -0.0022358745701823311 1.9472811555409622e-05 -0.0012012802257624737 0.00066851538689661821 0.0019435571779737614 0.0019005344337727635 0.00091691287877061441 -0.0031849692587350657 -0.0014167440316549748 -0.000940567134007065 0.0010816658920892474
leaf_weight=0.0010117308109390257 0.0010120520376553088 0.0012791740300674434 0.0010105310856403085 0.0014478319816735282 0.0010247275991064351 0.0018359770487040294 0.0018546297730639991 0.0015786253547386839 0.001918475264945485 0.0010753808279466703 0.0010949006285954077 0.001031627053267762 0.001355849216506679 0.0014193183557051903 0.0018728767160590678
leaf_count=156 59 247 31 76 340 122 342 792 67 110 93 130 250 56 250
internal_value=0 -0.000164959 -6.42274e-05 -0.00016718 1.96476e-05 -0.000145511 3.68617e-05 0.000269026 0.000827705 0.000293837 -0.000566818 -0.00113333 -0.000294961 0.000617578 0.000209849
internal_weight=0 0.0175195 0.0165077 0.0154972 0.014218 0.0127702 0.0117455 0.00989084 0.00592833 0.00400986 0.0039625 0.0028676 0.00293447 0.00430425 0.0032922
internal_count=3121 2756 2600 2569 2322 2246 1906 1564 1219 1152 345 252 1042 365 306
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=45 14 39 42 10 1456 453 42 47 13 0 376 52 52 49 160 43 157 15 2 13 52 4 15 0 49 48 47 0 12
split_gain=0.00110134 0.00123079 0.00106317 0.000795439 0.000721928 0.000712666 0.000682496 0.000709888 0.0006931 0.000897277 0.000812242 0.0006104 0.000594976 0.000737934 0.000764854 0.000704186 0.000767596 0.00122544 0.000654963 0.000583326 0.00107521 0.000540002 0.000537143 0.000843849 0.000468606 0.000946135 0.000594911 0.000376709 0.000375693 0.000330865
threshold=-0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.12995999999999999 0.058500000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.12293000000000001 0.11069000000000002 -0.53104499999999988 -0.23194499999999998 0.048375000000000008 -0.24164999999999998 -0.081429999999999989 0.082865000000000008 -0.10151499999999998 -0.070064999999999975 -0.06266999999999999 -0.10203999999999998 0.092120000000000021 -0.023499999999999997 0.11008000000000001 0.16173500000000005 0.083935000000000023 -0.10151999999999999 -0.069799999999999987 0.092205000000000023 0.13148500000000005 -0.04917499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 -7 -11 12 -12 19 15 -15 21 -18 -19 20 -14 22 23 -17 25 -20 -27 -10 -26 -30
right_child=1 -3 -4 4 -6 6 -8 -9 27 10 11 -13 13 14 -16 16 17 18 24 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.001219601001925433 -0.00073637777264969919 -0.0010078261067902662 0.0012194344083582898 -0.00088550442745549197 0.00097566198412530984 -0.00086865247924196841 -0.0007896862059643678 -0.0008006377669592474 0.00086987775503397753 0.0010290507483327539 -0.00086051225320111721 0.00068179804864615325 -0.00088824559166613738 -0.0011199437689979109 0.00063998762030032972 -0.00094205809667105675 0.0009576344745510874 -0.00095612737817776414 -0.00078337025979977536 0.00090281274121208695 0.00064039958474804376 0.0010617887888754087 0.00082078010674673722 0.00056536098266753848 -0.0011631481971306271 0.00077563160472341039 -0.00020832568464709123 5.8846172335339215e-05 -0.00067910516680261301 4.3847736677327317e-05
leaf_weight=0.0010656465992724398 0.0022025560968210725 0.0018511591831344978 0.0010489266951196887 0.0013402836032470047 0.0011319033030305894 0.001581405590798112 0.0014921365317439586 0.0013992562429088187 0.0024023349742678937 0.0012661049607345298 0.0011859733867465297 0.0019993730447174221 0.001082949476042927 0.0010622070691017607 0.0019841209045761135 0.0011969936157925068 0.0011541466642697182 0.0022162393228541922 0.0015209289239379586 0.002240265035301725 0.0018552737336872084 0.0011499640782659526 0.0010222904731660432 0.0010240165836101767 0.0010039660594938086 0.0021471716312006931 0.0015889164298030778 0.0013180680174720294 0.0019144220066778378 0.0018497596857116605
leaf_count=9 135 100 23 252 64 25 74 79 79 39 237 108 67 199 219 165 45 69 26 85 62 24 45 128 622 37 16 46 20 22
internal_value=0 -3.39077e-05 6.71422e-06 -2.26411e-05 1.55798e-05 -1.15891e-05 1.87095e-05 5.11648e-05 8.44886e-05 2.66673e-05 7.31423e-05 3.16929e-05 -1.60947e-05 2.24027e-05 -7.99589e-05 -0.000155735 -9.81603e-05 -0.000243182 -0.000356397 0.000434245 7.69824e-05 0.000344026 8.95314e-05 -0.000247049 -0.000223816 2.71925e-05 0.000357166 0.000582545 -0.000500561 -0.000323838
internal_weight=0 0.0462331 0.044382 0.043333 0.0411305 0.0399986 0.0386583 0.0371661 0.0357669 0.0320465 0.0304651 0.029199 0.0271996 0.0260136 0.0208351 0.018851 0.0177888 0.0133956 0.0122414 0.00517849 0.00293822 0.00439326 0.0032433 0.00222101 0.0100252 0.00525702 0.00373609 0.0037204 0.00476815 0.00376418
internal_count=3121 3112 3012 2989 2854 2790 2538 2464 2385 2260 2235 2196 2088 1851 1637 1418 1219 857 812 214 129 362 338 293 743 79 53 125 664 42
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=151 151 4 11 1456 13 13 128 1374 403 457 0 160 403 15 15 4 47 131 43 49 133 2 49 3 48 12 1 0 13
split_gain=0.000648068 0.000809461 0.000708512 0.000844707 0.000881772 0.00087053 0.000840493 0.000754895 0.000655629 0.000619986 0.000619447 0.000742826 0.000568278 0.000798215 0.000569365 0.00072754 0.000496576 0.000607035 0.000608494 0.000503918 0.000718201 0.000484002 0.000456767 0.000595304 0.000538033 0.000400004 0.000643978 0.000994953 0.000483733 0.0002355
threshold=-0.40381499999999992 -0.10959499999999998 0.24564500000000003 0.080455000000000013 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.094929999999999987 -0.088999999999999982 -0.072694999999999996 -0.15350499999999997 -0.22361499999999998 0.090990000000000015 -0.10203999999999998 -0.094549999999999981 0.098655000000000007 0.13082500000000002 1.0000000180025095e-35 -0.084004999999999982 0.006170000000000001 0.084760000000000016 0.11448000000000001 -0.079429999999999987 -0.0087149999999999988 -0.032929999999999994 0.12477500000000001 0.11588000000000001 -0.098289999999999975 -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=-1 -2 3 4 -3 -6 -7 8 -8 -10 -4 -12 -11 14 -14 -16 17 18 19 21 22 29 23 -21 -25 -13 27 28 -27 -17
right_child=1 2 10 -5 5 6 7 -9 9 12 11 25 13 -15 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012480227595586626 0.00078746538323195777 -0.00140040447114303 -0.00092382769357804786 -0.0013416368329495238 -0.0011609881046219914 0.00081641564562317647 -0.00097259505016138745 -0.001400454466155953 -0.0011446770909717401 -0.00087160932116394133 0.0011069224445573545 0.00066993567062420913 -0.00072625354507758198 -0.0011065254485737139 0.001002955376476469 0.0013932712984546251 -0.00056428652743294638 0.0011909663007492999 -0.00084769695678240829 -0.0012496462404497958 0.0010080125659015463 -0.00025451261988454645 0.00047002574183754544 -0.00067984264322719075 0.00038498708003864785 -0.00077524545752868565 -0.0010325519897535496 0.00099697885892113531 0.00034529180219635715 0.00056388959332957691
leaf_weight=0.0011438052883905305 0.001631721005142416 0.0012941389420555996 0.0010330521807375712 0.0015109524076937211 0.0018068340390531281 0.0016340650522437264 0.0018510301784075969 0.0010188710099487954 0.0010752807846317039 0.0015556292520783046 0.0015404235823313081 0.0015725313772989588 0.0015946254054437425 0.0011902698611387921 0.0017555042191221759 0.0010765863050750113 0.002201514144324789 0.0010209543833639154 0.0012780136973713505 0.0012640169485313999 0.0010973973704175854 0.0010028025146473496 0.0014650924333210469 0.0018266236032193801 0.0018965698519864127 0.0019768365340695482 0.0012184486184345644 0.0016304667774542647 0.0012227158032658263 0.0017834161872300981
leaf_count=65 92 275 25 130 17 19 31 183 341 179 73 30 103 195 49 14 35 9 147 54 133 123 62 346 66 61 15 163 28 58
internal_value=0 -0.000180369 -0.00021762 -0.000319478 -0.000269153 -0.000219349 -0.000157679 -0.000219007 -0.000170733 -0.000106435 0.00010411 0.000220022 -5.57099e-05 6.34525e-06 7.51096e-05 0.000147435 5.30545e-05 0.000152175 6.86038e-05 0.000171215 -3.92617e-05 0.000582582 -0.00021738 -0.00041932 -0.000137426 4.07538e-05 -0.000122826 0.000106666 -0.00034703 0.000876092
internal_weight=0 0.0440264 0.0423947 0.0322002 0.0306892 0.0293951 0.0275883 0.0259542 0.0249353 0.0230843 0.0101945 0.00916142 0.022009 0.0204534 0.0192631 0.0176685 0.015913 0.0137115 0.0126905 0.0114125 0.0075497 0.00386281 0.0064523 0.00498721 0.00372319 0.007621 0.00604847 0.00483002 0.00319955 0.00286
internal_count=3121 3056 2964 2569 2439 2164 2147 2128 1945 1914 395 370 1573 1394 1199 1096 1047 1012 1003 856 661 195 528 466 412 297 267 252 89 72
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=31
num_cat=0
split_feature=31 457 457 4 11 151 48 0 48 4 15 3 1 15 49 133 1374 52 15 13 15 4 159 4 1 13 39 1 43 1
split_gain=0.00114975 0.00063351 0.000747368 0.000580405 0.000853356 0.000835596 0.000787483 0.000633547 0.000611227 0.00076906 0.000747411 0.000553751 0.000545682 0.000648493 0.000534983 0.00064891 0.000519716 0.000488235 0.000676357 0.00048433 0.000568556 0.000386853 0.000467992 0.000452722 0.000368759 0.000364799 0.000363784 0.000314832 0.000188248 9.37396e-05
threshold=-1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 0.080455000000000013 -0.084084999999999979 -0.032929999999999994 -0.15350499999999997 0.082620000000000013 0.033845000000000007 -0.055554999999999993 -0.10831999999999999 0.10937500000000001 -0.088429999999999995 -1.0000000180025095e-35 0.10622000000000002 -0.035729999999999991 -0.023194999999999997 -0.11713499999999999 -0.47860499999999995 0.084050000000000014 -0.49013999999999996 0.091005000000000016 -0.15464999999999998 1.0000000180025095e-35 -0.0062949999999999994 0.084020000000000011 0.104035 -0.073959999999999984 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 10 11 28 -10 13 16 27 19 -13 -9 25 -16 21 -21 23 -23 -25 -19 29 -12 -4 -26
right_child=1 2 3 5 -6 6 7 17 9 -11 14 12 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0015160566689406889 0.0010292120634748352 -0.0010690392471572894 -0.00062317140979116178 -0.00075489207481487246 -0.001428908447962559 0.0015160871154162208 0.0012819101235538551 0.00086079301641111107 0.0013487988721641382 -0.00082555646129565735 -0.0014603076386237039 -0.00056318385983472326 0.00091110483024082155 -0.0010933669810735628 0.00092028201495163609 -0.0010425930374879822 0.00078577563026405086 -8.5433945191939291e-05 0.00070769898346724122 -0.00058463695868407172 -0.00089392771293755999 0.0012068301262424769 -0.00067558801327191869 -0.00048171481422165495 0.00053882101827418618 -0.0012228938231501527 -0.0001358477821317057 -0.00026844165854711757 -0.0015159241238292933 0.0011783048134972733
leaf_weight=0.0010794065006884948 0.001167980946639168 0.0017584884485397625 0.0010103519643984704 0.0015011787362624318 0.0011803827835024086 0.0013846800522827607 0.0011149106707666334 0.0011966288101419309 0.0012365418471631529 0.001338582201253935 0.0010372337450563771 0.0010367802051405306 0.0018388299913070227 0.001073609552210808 0.0013739275057105269 0.0013297235823896978 0.0017874841213312287 0.0012363581908001464 0.0011672271206819573 0.0015173579332099507 0.0015190017788922492 0.0013128563157351891 0.0010542337898371557 0.0013150408560460604 0.0010546735984906519 0.0013607793706569282 0.0014135618566797348 0.0010001945222839481 0.0011722771490785223 0.0010519153953865157
leaf_count=86 37 212 275 36 134 47 42 55 22 57 108 14 68 98 13 320 153 93 36 61 687 18 24 127 55 42 8 26 151 16
internal_value=0 -7.00582e-05 -0.000104411 -5.67842e-05 -0.000168981 0.000276917 0.000484532 0.000249444 -0.0001106 0.00022678 -0.000273995 0.000428786 0.000230478 -9.06098e-05 -0.000153254 -3.96005e-05 0.000290576 1.74117e-05 -0.000250685 7.52495e-05 -3.81458e-05 0.000110935 0.000257477 0.000417474 0.000203147 -0.00068141 0.000458994 -0.000875208 -0.00110266 0.000858144
internal_weight=0 0.0385428 0.0373748 0.0356163 0.0266546 0.00896176 0.00746058 0.0060759 0.0254742 0.00831183 0.0171623 0.00697325 0.0057367 0.00389787 0.0149797 0.0129423 0.00282426 0.00496099 0.00376436 0.0116126 0.0102386 0.00871964 0.00720228 0.00614805 0.00483519 0.00259714 0.00352015 0.00203743 0.00218263 0.00210659
internal_count=3121 3035 2998 2786 2435 351 315 268 2301 412 1889 355 333 265 1463 1329 167 226 171 1009 996 309 248 224 206 135 79 134 426 71
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=151 151 1213 1429 4 480 1374 133 1374 13 13 1 0 132 34 457 13 42 4 43 49 4 16 43 160 16 151 1 2 15
split_gain=0.000572658 0.000773894 0.000715152 0.00057023 0.000736571 0.000660214 0.000618989 0.000615957 0.000593703 0.000552762 0.000628574 0.000678917 0.00102067 0.000574507 0.000729867 0.000527769 0.000677412 0.00052646 0.00063321 0.000749141 0.000522066 0.000633762 0.000517138 0.000722904 0.000381329 0.000326986 0.000280438 0.000246819 0.000195666 0.000186175
threshold=-0.27559499999999998 -0.14960499999999996 -0.080769999999999995 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 0.08926000000000002 -0.25159999999999993 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 0.079970000000000013 -0.086809999999999984 0.069910000000000014 -0.091054999999999983 -0.085499999999999979 -0.49013999999999996 -0.084004999999999982 0.065470000000000014 0.053180000000000012 -0.27167499999999994 -0.11180499999999999 0.081905000000000019 -0.095564999999999983 0.093155000000000016 0.11323000000000001 0.10097500000000002 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 -9 -10 -11 12 -12 14 -13 16 27 -14 -19 -20 21 25 26 -24 -17 -18 -23 -16 -21 -25
right_child=1 2 3 4 -6 -7 -8 8 9 10 11 13 17 -15 15 24 20 18 19 28 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010092409687270853 0.0011007023952781694 -0.0011480948703215075 -0.00096716411502731814 -0.00096736422783293466 0.0012237286084806158 -0.0010918517041935488 -0.0010394025293036296 -0.00068617232089317182 -0.00071851962534523429 0.00097585818296341874 -0.0011435818887545173 -0.00096150630977472594 -0.00085601204953024217 0.0011261767682598448 0.00046157427108150335 0.00028954365846321035 0.00019547049616104481 -0.00066876801660750869 0.0010813253635822305 0.00031326472258391762 0.00072491958701160532 -0.00088997706739233739 -0.00011197878560652949 0.00065063502478529751 0.0013307469716544297 -0.00071056685284525919 9.6980119127202985e-05 0.0014284303810692691 -0.00052013540465313459 0.0014288269103025089
leaf_weight=0.0011293439647852557 0.001313259140474087 0.0011022289690691958 0.0011642472558155417 0.0011150573277451939 0.0010563041250968288 0.0010693536544084106 0.0010410207392954609 0.0018077879937905541 0.0014170792971484039 0.0019642339300593994 0.0018277249876917827 0.0010218005135769195 0.0010805813164429523 0.0015168509044105596 0.0011392512471992645 0.0013560330685926649 0.0010777601240405917 0.001248455736849498 0.0021808153410454167 0.0011972049550088761 0.0020368813082649604 0.0010636440621272225 0.0022988729490407422 0.0014257486967688138 0.0015241857198518005 0.0033032944848976403 0.0013116375006632097 0.0010217530129672525 0.0011053726547336495 0.0011197976273251697
leaf_count=74 52 324 150 163 141 196 49 38 25 28 435 24 150 100 47 56 26 17 77 174 49 42 11 55 44 407 9 44 110 4
internal_value=0 2.11528e-05 -1.29314e-05 1.79682e-05 4.71313e-05 1.46574e-05 4.64628e-05 7.77225e-05 0.000110973 0.000154328 0.000193197 0.000141709 -0.000195807 0.000279151 0.000213935 0.000278235 0.000175723 5.84742e-05 0.000230875 0.000481392 5.79889e-05 -5.9112e-05 0.00020095 0.000468625 0.000840539 -0.000487677 -0.000344976 0.000918717 -8.68163e-05 0.000992965
internal_weight=0 0.0429082 0.041595 0.0404928 0.0393285 0.0382722 0.0372028 0.0361618 0.0350468 0.033239 0.0318219 0.0298577 0.00864015 0.0212175 0.0197007 0.0186789 0.0157986 0.00681243 0.00573185 0.00448339 0.0136376 0.0116008 0.0072197 0.00484442 0.00288022 0.00438105 0.00237528 0.002161 0.00230258 0.00254555
internal_count=3121 3047 2995 2671 2521 2380 2184 2135 1972 1934 1909 1881 963 918 818 794 694 528 378 361 603 554 121 70 100 433 51 91 284 59
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=18
num_cat=0
split_feature=1 15 132 42 1 457 151 1 42 43 0 43 47 42 15 1 457
split_gain=0.000131068 0.000167868 0.000207336 0.00026913 0.000152615 0.000274787 0.000226513 0.000252956 0.00024266 0.000206143 0.000132771 0.000241187 0.000121546 0.00024782 0.000223156 0.000233183 9.56727e-05
threshold=0.11323000000000001 0.084050000000000014 0.080640000000000017 -1.0000000180025095e-35 0.11061500000000002 0.078435000000000019 -0.0077149999999999988 0.104035 0.088465000000000002 -0.083684999999999996 -0.10151999999999999 0.070450000000000013 0.13148500000000005 0.097315000000000026 -0.10653 0.13075500000000004 0.093100000000000002
decision_type=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 13 14 15 -2 -7
right_child=12 -3 -4 4 -6 16 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0026873642217739102 0.003169535920907211 -0.0018720457412851859 0.001737361085502057 -0.0025374771042133348 -0.0018794942952620379 0.0028714294990333862 0.0020909476221906468 0.0021999531780292811 -0.0026429445133404196 0.00068466730919167847 -0.002795588230712119 0.00036267284195111275 -0.00062876807244493724 0.0031600351242679426 -0.00097090760769122733 -0.00017694778242130101 0.00069588632609819841
leaf_weight=0.0011438398298466721 0.0010815505051580132 0.0015714133725540777 0.0014425926738217418 0.0010472146043213363 0.0011229162757948616 0.0010374245897524234 0.0010458485254416523 0.0011691660514721036 0.001053818361033354 0.0016368326084439406 0.0012490583855364551 0.0012954871085639752 0.0016609182570519465 0.0010709439904942886 0.0017761242570379912 0.0011092170648565047 0.0010903709550476037
leaf_count=320 62 1025 170 217 44 85 77 76 222 68 255 24 52 98 151 103 72
internal_value=0 -0.000280843 -0.000106409 -0.000312724 -8.1521e-05 0.000108496 -0.000304195 9.71952e-06 -0.000397975 5.46151e-05 -0.000454714 -0.00118764 0.000574312 0.000970954 0.000379967 0.00147516 0.00175659
internal_weight=0 0.015906 0.0143346 0.012892 0.0117481 0.0106252 0.00849743 0.00745021 0.00628104 0.00522723 0.00418138 0.00254455 0.00669875 0.00503784 0.00396689 0.00219077 0.0021278
internal_count=3121 2655 1630 1460 1140 1096 939 722 646 424 347 279 466 414 316 165 157
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=17
num_cat=0
split_feature=38 124 484 3 41 13 0 1 13 47 1 49 1375 0 15 15
split_gain=0.0001252 0.000342248 0.000203092 0.000164665 0.000211524 0.000229893 0.000210063 0.000403008 0.000262093 0.000215253 0.000215019 0.000209444 0.000179839 0.000182062 0.000160232 0.000100601
threshold=0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 0.07831500000000001 0.073000000000000023 -0.053834999999999994 0.12765500000000005 -0.089109999999999981 0.092530000000000015 0.14326500000000003 -0.087004999999999985 -1.0000000180025095e-35 -0.10151999999999999 -1.0000000180025095e-35 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -8 11 -10 -5 -13 15 -7 -14
right_child=-2 2 3 6 -6 14 8 -9 10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0016905701487999569 -0.0012948800823921545 -0.0015482422919263254 0.0025279955365554397 -0.0015162524698537688 -0.0007373162152804068 0.0014157163069610501 0.00028846692331761358 0.0021139704429877842 -0.0030242246564078042 -0.0015079262086911676 -0.00058835948554374756 -0.00090366706324437461 0.00075079136948118859 -0.00032252965798562768 -0.00047043978561037245 0.0022284454009471309
leaf_weight=0.001689782029337338 0.0010625835093351901 0.0013063197354918612 0.0010906206187257751 0.0010396144687550022 0.0012820370416539717 0.0012716835675412597 0.0013503019584844012 0.0012253230832444126 0.001102319487393485 0.0015491035426901112 0.0010066375706418995 0.0013198665202773813 0.0019671794461126879 0.0016558599389332697 0.0013461922692092898 0.001013670187159919
leaf_count=232 57 487 57 86 81 42 44 87 182 139 26 80 132 1247 101 41
internal_value=0 4.54248e-05 -9.69409e-05 7.11072e-06 0.000596902 0.00105814 -0.000215368 7.03242e-05 -0.0010223 -0.000222717 -0.00186155 6.18548e-05 0.000337285 0.00069053 0.000445797 0.00125328
internal_weight=0 0.0212165 0.0195267 0.0182204 0.00499053 0.0037085 0.0132299 0.00977062 0.00345926 0.00854529 0.00210896 0.00699619 0.00595658 0.00463671 0.00261788 0.00298085
internal_count=3121 3064 2832 2345 281 200 2064 1812 252 1725 208 1586 1500 1420 143 173
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=151 146 4 50 1 1 150 9 12 3 1374 403 157 367 483 1374 1375 157 42 47 42 43 52 150 1 3 0 16 42 15
split_gain=0.000849569 0.000888031 0.00125089 0.000908828 0.00095164 0.000778744 0.000717236 0.000689091 0.000665938 0.000823713 0.000676754 0.00064593 0.000667217 0.000707074 0.0006823 0.000734577 0.000925431 0.000649677 0.000634527 0.000759211 0.00085439 0.000766957 0.000766602 0.000781986 0.000731892 0.000712051 0.00091054 0.000506397 0.000429731 0.000380374
threshold=-0.5225749999999999 0.12035500000000002 0.26790000000000008 0.11875500000000001 0.11230000000000001 0.10708500000000001 -0.096234999999999987 -1.0000000180025095e-35 -0.11019 0.30112000000000005 0.093235000000000012 -0.088999999999999982 0.086545000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.068444999999999992 -0.084489999999999996 0.11275500000000001 0.11312500000000002 -0.095284999999999995 -0.075574999999999989 -0.088204999999999992 0.083095000000000016 0.090740000000000015 -0.077774999999999983 -0.084044999999999995 -0.54165499999999989 0.086665000000000006 -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 6 4 5 27 -2 -8 -9 10 11 -10 13 -13 15 -15 -17 -18 19 20 -19 25 -23 24 -24 26 -22 -4 -28 -21
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 12 -14 14 -16 16 17 18 -20 29 21 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0013417665890672276 0.00074592326056338316 -0.0012875560248974205 0.0013730291257181384 -0.00088486352635015709 0.0010942274802313661 -0.00050968097114098034 0.00063636957625156471 -0.0012404009061776449 -0.001206333714477135 0.00092381236275946286 -0.0013691727233366433 -0.001299578552104946 -0.001330324451880624 -0.00090742231547551709 -0.0012409269036629323 0.0012092211545034345 -0.0010350835815790141 -0.0011324521805189951 -0.00086495285028946427 0.0012215030205843032 -0.0010986453300166248 -0.0013730058214285578 -8.7119474537323204e-05 0.00085683700421679786 -0.0010868910644578429 0.00097778656166612509 0.0007779161916556625 2.6492084404003223e-05 -0.00012397179476634129 0.00026674454017578325
leaf_weight=0.0012344456327735278 0.0012972499250878391 0.0013485965500876764 0.0010092022442336201 0.0010172290421905927 0.0029867980247644255 0.0021042957088610592 0.0014509538894742482 0.0014490016673978081 0.0013946522008652087 0.0010218698123622963 0.0011354825321312481 0.0010950821380220068 0.0010465510069859177 0.0021564508487941217 0.001093937507664843 0.0010181055857558787 0.0013989751975547185 0.0014585331980359042 0.0017696144612822087 0.0011247465817518787 0.0010676124908863827 0.0010788883566053989 0.006242686428323839 0.001256191176053357 0.0017717377309063309 0.0021042353563682703 0.0020007015242562431 0.0011002911414337291 0.0019823371416691771 0.0026148588493306582
leaf_count=47 43 4 29 15 235 37 48 35 388 50 33 16 131 38 277 24 150 137 109 18 144 113 535 33 88 108 73 46 75 42
internal_value=0 -0.000188769 -0.000158056 0.000329823 0.000501422 8.12318e-05 -0.000258213 -0.000291843 -0.000327967 -0.000291071 -0.000326733 -0.000291584 -0.000252064 -0.000215936 -0.000176563 -0.000136476 -7.46484e-05 -0.000125172 -7.31565e-05 -1.14376e-05 -0.000122926 -3.88088e-05 -0.000277744 -0.000150281 -0.000308138 0.00030681 2.72632e-05 0.000670689 0.000329051 0.000553904
internal_weight=0 0.0495969 0.0482483 0.00821782 0.00720059 0.00421379 0.0400305 0.0387332 0.0372823 0.0358333 0.0348114 0.0336759 0.0322812 0.0312347 0.0301396 0.0290457 0.0268892 0.0258711 0.0244721 0.0227025 0.0189629 0.0175044 0.0103495 0.00927062 0.00801442 0.00715489 0.00505065 0.00210949 0.00398304 0.00373961
internal_count=3121 3074 3070 362 347 112 2708 2665 2617 2582 2532 2499 2111 1980 1964 1687 1649 1625 1475 1366 1306 1169 769 656 623 400 292 75 148 60
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=31 151 4 1374 11 13 1374 48 150 160 52 160 52 0 12 15 3 0 0 0 0 2 51 3 15 43 0 32 16 1
split_gain=0.00138024 0.000896912 0.000970055 0.000885609 0.000839788 0.000828989 0.000817095 0.00101828 0.00103284 0.000897089 0.000739242 0.00064126 0.00070888 0.00061764 0.0005421 0.00101962 0.00111078 0.000598623 0.000984554 0.00115713 0.00078354 0.00145577 0.000492898 0.000728258 0.000695581 0.000481432 0.000523833 0.0004429 0.000672935 0.000437385
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27287000000000006 0.093235000000000012 0.080455000000000013 -0.53104499999999988 -0.094929999999999987 0.082620000000000013 -0.082924999999999985 -0.22361499999999998 0.19022000000000003 0.041220000000000007 0.10744000000000002 0.16094000000000003 0.09141500000000001 -0.016799999999999995 -0.084074999999999997 -0.11756999999999999 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 0.097220000000000015 0.084745000000000015 -0.10831999999999999 -0.088429999999999995 -0.067199999999999996 -0.10607499999999999 0.07783000000000001 -0.54165499999999989 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 -8 -10 22 12 14 -14 15 -11 -17 -16 -19 -20 -21 -22 23 -9 29 -18 -27 28 -4 -25
right_child=1 2 27 -5 -6 6 7 10 9 11 -12 -13 13 -15 17 16 25 18 19 20 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012940292208444945 -0.0012576668369327279 -0.00095741735495042681 0.0012938259716406607 -0.0012420266456540019 -0.00098911527066266811 -0.00079249749125695089 0.0010888242295522251 0.0011174218499234859 -0.0012937851336929553 -0.0010256964170322004 -0.00050269791303295596 -0.00088718221330103756 1.2606137127163161e-05 0.0012940071957114837 -0.00073694679111176338 -0.00078650673075866644 0.00086057269844192386 0.0011916425460935381 -0.0011726555038525739 0.0010615917580373523 -0.0012938239845591002 0.00067589761543645826 0.00093378352894678577 -0.00010658191470085628 -0.00083762258928452536 0.00060341756339377963 -0.00058361626034099119 -0.00042888485571650122 0.00029314955629734931 0.00097810264564148538
leaf_weight=0.0013077934946903449 0.0010123343223220607 0.0015754893974992959 0.0013743234604390864 0.0011296188366731732 0.001627442910436371 0.0020411493218048795 0.0011726989322866635 0.0013127166351112338 0.0011038598557936421 0.0026126160135171422 0.0012966969666345926 0.0015915274594113784 0.0013608648219447508 0.0011714325519278646 0.0011631013168766913 0.0023250615765513152 0.0016947154679662901 0.0015011723934321708 0.0011049634873532277 0.0015058824634976986 0.0010444056938041513 0.0015748965924675673 0.0033198395265836567 0.0013996353771501555 0.001152754877283611 0.0011614446397842926 0.0013400419786777744 0.0010311165188880977 0.0061922623981800484 0.0011200672415192514
leaf_count=86 47 18 45 37 134 41 37 21 213 168 50 260 133 5 18 387 24 10 361 17 36 50 108 135 88 23 264 17 239 49
internal_value=0 -5.26106e-05 -2.71965e-05 -0.000113101 -7.97824e-05 -3.94002e-05 1.83911e-06 5.0926e-05 -9.44871e-05 -0.000156837 0.000405742 -9.75038e-05 -3.32525e-05 0.000605378 -0.000128224 -0.000342816 -6.92327e-05 0.000120059 0.000268141 3.07498e-06 0.000318004 -0.000109498 0.00054758 0.000290391 -5.23045e-06 0.0003282 -3.24744e-05 0.000366512 0.000474903 0.000375586
internal_weight=0 0.0490141 0.0480018 0.0394041 0.0382745 0.036647 0.0350715 0.0330304 0.0234287 0.022256 0.00960171 0.0211521 0.0195606 0.0025323 0.0170283 0.00913388 0.00652126 0.00789442 0.00673132 0.00523015 0.00412518 0.0026193 0.00830501 0.00498517 0.00367246 0.0041962 0.00250149 0.0085977 0.00756659 0.0025197
internal_count=3121 3035 2988 2687 2650 2516 2498 2457 2006 1969 451 1756 1496 138 1358 866 698 492 474 464 103 86 401 293 272 311 287 301 284 184
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 457 457 43 1213 34 4 151 11 13 16 1456 49 15 133 13 15 0 156 160 4 151 12 52 16 14
split_gain=0.00118015 0.00113616 0.00141061 0.00108968 0.000978635 0.000817621 0.00104695 0.000828238 0.000809476 0.000706157 0.000810743 0.000999397 0.000913942 0.000900581 0.000837568 0.000802991 0.000690683 0.000721259 0.000985574 0.000666544 0.000515244 0.000479661 0.000432146 0.000433604 0.000608438 0.000467026 0.000487425 0.00042276 0.000480914 0.000310927
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.15747999999999998 -0.0029299999999999994 0.39192500000000002 -1.0000000180025095e-35 -0.021334999999999996 0.24564500000000003 -0.13579999999999995 0.080455000000000013 -0.53104499999999988 -0.5224049999999999 -1.0000000180025095e-35 -0.24167999999999998 -0.095869999999999983 0.10622000000000002 -0.23438999999999996 0.084050000000000014 -0.10836499999999999 0.091335000000000013 -0.090969999999999981 -0.49013999999999996 0.057610000000000008 0.081420000000000006 0.083680000000000018 0.062650000000000025 -0.47071999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 -8 -10 12 -12 13 -11 -13 -15 -17 -18 19 -19 22 -16 23 -21 -25 26 -26 28 -28 -23
right_child=1 2 -4 -5 5 6 7 -9 9 10 11 14 -14 15 21 16 17 18 -20 20 -22 29 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0014006079201160909 0.0014008029182310275 -0.001400525405626809 -0.0012548138736170643 0.0014007412832831663 0.0010424189211770446 -0.0010945956321811432 -0.00093476396757515424 -0.001269201250767788 -0.0010088755048753156 -0.001080624144061878 -0.00081783640408317475 0.0014004686690872997 -0.0013098888793309309 -0.00099856325821216394 -4.5694549002982757e-05 -0.00097258594891092216 -0.00050977949678433418 0.0010676203094161073 -0.00094137890252678918 -0.00035731392276284411 -0.00041503181895972247 0.00020854810329148222 -0.00048405831861214285 -0.00030962178322519384 0.0010590521586252822 -0.00017361351563117654 -0.00065954903779329123 0.0009958633174040651 0.00063325025100077878 0.0011874606902855086
leaf_weight=0.0011207583057817319 0.0010301857755621304 0.0010548376453805011 0.0019396577319668032 0.001013330994219074 0.0013373814687067656 0.0018668472351373025 0.0016874191942619623 0.0010145881532261916 0.0011771181392887789 0.0013661729440919137 0.0010417054586184804 0.0020840790935041653 0.0010482749758722312 0.0012607763511855432 0.0028109683456278844 0.0010253107805056052 0.0024561129325428787 0.0023884718386497561 0.0011814397031557613 0.0012004076105061054 0.0018766809943975291 0.0010780794829514662 0.0010731341359859767 0.0014741911433269065 0.0048812592009479794 0.001169549444036023 0.0010903897923308925 0.0013675033666835645 0.001169299254526468 0.0015524451524653315
leaf_count=86 9 17 99 21 34 207 459 110 35 15 26 69 99 204 86 25 164 45 279 90 292 24 103 34 98 23 152 42 77 97
internal_value=0 -5.3472e-05 -8.62638e-05 -3.44535e-05 -6.84852e-05 -3.47736e-05 -7.04836e-05 -2.07931e-05 1.30188e-05 5.77255e-05 9.4016e-05 0.000467663 -2.89676e-05 2.47843e-05 0.000645604 8.87355e-05 0.00015006 0.000204029 0.000296926 0.000379623 0.000272238 0.000356493 0.000368306 0.000442355 0.00052843 0.000656086 0.000770134 0.000381325 9.4232e-06 0.000786269
internal_weight=0 0.0467176 0.0456874 0.0437478 0.0427344 0.0416796 0.0403422 0.0384754 0.0374608 0.0357734 0.0345963 0.00856728 0.026029 0.0249807 0.00752557 0.0236145 0.0223538 0.0213284 0.0188723 0.0176909 0.0153024 0.00544149 0.0134257 0.0123526 0.0111522 0.009678 0.00850845 0.00362719 0.00225969 0.00263052
internal_count=3121 3035 3026 2927 2906 2889 2855 2648 2538 2079 2044 302 1742 1643 276 1628 1424 1399 1235 956 911 207 619 516 426 392 369 271 229 121
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=18
num_cat=0
split_feature=133 133 132 41 1 3 12 43 4 43 0 51 457 51 160 47 0
split_gain=0.000163065 0.000179287 0.000242998 0.000163186 0.000143815 0.000310861 0.000265598 0.000264636 0.000245471 0.000240948 0.000450586 0.000190939 0.00014808 0.00018241 0.000262693 0.000372343 9.47322e-05
threshold=0.10622000000000002 0.092845000000000011 0.080640000000000017 0.07831500000000001 0.13686500000000004 0.11296500000000002 0.11650500000000001 -0.11008499999999999 -0.27825499999999997 0.084740000000000024 -0.055064999999999996 0.095050000000000009 -0.0029299999999999994 -0.076794999999999988 0.086075000000000013 0.081320000000000017 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -9 10 11 12 -10 -14 15 16 -15
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13 13 14 -16 -17 -18
leaf_value=0.0014077222684724415 -0.0016831964936109072 0.0017565349976194481 0.0016494343220027667 -0.0017006167511974543 0.0026600781554026245 -0.00059234262829144192 -0.0020413258736866739 -0.001861042654557997 -0.0019174295349065633 -0.0018701453286627031 0.0023812645321498326 0.0011614520100506627 -0.0016498117777031015 0.0026073423486449045 -0.0017294668360949709 -0.00077685157621535078 0.00085770392332103944
leaf_weight=0.0019405078739371797 0.0010110284758736423 0.001032084503862162 0.0014058729711350351 0.0011475914624012864 0.0010041205711778791 0.0010790220295402442 0.0012758138135222632 0.0014957439501745952 0.0010705905595666575 0.001157526077745775 0.0013914017163436749 0.0015314367097114534 0.0012754355424233234 0.0011685626614301708 0.0010654694754647642 0.0018415249217873519 0.0010308743073501802
leaf_count=137 435 128 226 97 48 66 69 178 187 164 102 127 201 65 125 115 651
internal_value=0 4.48918e-05 -3.97076e-05 -0.00016164 -6.5279e-05 0.000975396 -0.000198729 -4.16841e-05 -0.000257562 -4.95997e-05 0.000153511 -0.000191518 -0.000469546 -0.000226656 0.000128807 0.000618773 0.00178729
internal_weight=0 0.0219136 0.0208815 0.0194756 0.018328 0.00208314 0.0162449 0.0149691 0.0130286 0.0115328 0.0103753 0.00898389 0.00745246 0.00638187 0.00510643 0.00404096 0.00219944
internal_count=3121 2686 2558 2332 2235 114 2121 2052 1915 1737 1573 1471 1344 1157 956 831 716
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=31 39 42 146 45 376 1374 151 4 11 15 151 1456 51 403 403 3 16 48 49 1 0 52 42 49 131 16 16 15 16
split_gain=0.00122565 0.00118278 0.00109767 0.000952447 0.00112766 0.000903244 0.000859626 0.000801028 0.00119362 0.00117638 0.00078003 0.00118284 0.00114767 0.00109925 0.000925906 0.000762126 0.000673874 0.000927264 0.000588056 0.000656755 0.00055944 0.000699189 0.000565409 0.000516806 0.000869035 0.000960668 0.000959558 0.000559863 0.000702824 0.000467106
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.12035500000000002 -1.0000000180025095e-35 0.088470000000000007 0.093235000000000012 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.095869999999999983 -0.055494999999999996 -1.0000000180025095e-35 0.012085000000000002 0.090990000000000015 -0.088999999999999982 -0.12018999999999998 -0.0064149999999999997 -0.064549999999999982 0.10595500000000001 0.11323000000000001 -0.15350499999999997 -0.020999999999999994 0.09832500000000001 -0.10774499999999999 0.084390000000000007 0.26799500000000004 0.013515000000000001 0.083935000000000023 -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=-1 2 -2 4 -4 6 7 -6 9 10 11 -9 -12 14 15 -14 17 -17 -10 20 21 -20 -23 24 -18 26 27 28 29 -26
right_child=1 -3 3 -5 5 -7 -8 8 18 -11 12 -13 13 -15 -16 16 23 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013731738584118992 -0.0013731482059973672 0.0013732743952298192 0.0013733229139281805 -0.0012622044783618652 -0.0012194642685860271 0.00099332908372302985 -0.0012276946775923662 0.00059601828169219943 0.0013729877612532588 -0.0013729379236523721 -0.0013729494477185147 -0.0011347137335984176 -0.0010935356375359668 0.00054126766932385308 -0.0013154600296506431 -0.0002922699700980595 -0.0013484547919926694 0.0010437881129749054 0.00068537888479506062 0.0012571176482862039 0.00054294386605067209 0.00029545993842310147 -0.00095998962758881193 0.000725559968844936 -0.00099999113971187509 -0.0012963636134452467 -0.00091539730892350242 0.00072692246992240878 0.00091869892207662514 0.00011114721699955022
leaf_weight=0.00115939829021272 0.0012181857166204671 0.0010692842806818694 0.0010668285554658033 0.0011968312937824513 0.0010904904192070566 0.00149760032635493 0.0012189276993730394 0.0010107122557205805 0.00102491831480478 0.001435979168691758 0.0011216112731673991 0.0028229802731374312 0.0012105023552935181 0.0063112191765122274 0.0011501276739147573 0.0016175009538343943 0.0011569023961790501 0.0024804209565445342 0.0012066722665906582 0.0011198067131630296 0.0034552455186422915 0.0010061260828848617 0.0020612744603418776 0.0011995298593592283 0.0013387247105107747 0.0010985732725559147 0.0015306988359207185 0.0030405872166587855 0.0010204692782886937 0.0015257711989109662
leaf_count=86 18 21 21 4 61 47 39 58 47 127 249 194 326 303 178 22 51 33 20 28 151 15 54 85 95 157 114 95 269 153
internal_value=0 -5.48661e-05 -8.65253e-05 -5.31896e-05 -2.16099e-05 -5.48623e-05 -9.11527e-05 -5.81968e-05 -2.72698e-05 -0.000159403 -0.000100603 -0.000678425 -1.47521e-05 4.69701e-05 -0.000122853 -4.31971e-05 3.62221e-05 0.000516429 0.000388537 0.000274516 0.000132159 -0.000199927 -0.000548195 -0.000128987 -0.000224682 -8.8615e-05 6.82868e-05 0.000285702 -5.96205e-05 -0.000408144
internal_weight=0 0.0493045 0.0482352 0.047017 0.0458202 0.0447534 0.0432558 0.0420368 0.0409464 0.0310723 0.0296363 0.00383369 0.0258026 0.024681 0.0183698 0.0172197 0.0160092 0.00409792 0.00987404 0.00884913 0.00772932 0.00427407 0.0030674 0.0119113 0.0107117 0.00955482 0.00845625 0.00692555 0.00388497 0.0028645
internal_count=3121 3035 3014 2996 2992 2971 2924 2885 2824 2509 2382 252 2130 1881 1578 1400 1074 55 315 268 240 89 69 1019 934 883 726 612 517 248
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=39 42 146 376 9 151 49 47 4 11 403 1456 42 43 160 15 1 42 133 43 0 1 1374 15 52 150 49 0 42 3
split_gain=0.00116281 0.000966249 0.000998775 0.000889861 0.000844665 0.000756372 0.000707267 0.00100603 0.000935715 0.000982159 0.000649711 0.000645139 0.000631245 0.000689457 0.000668083 0.000539763 0.000528795 0.000519274 0.000540931 0.000488187 0.000481532 0.000569442 0.000401059 0.000819218 0.000481536 0.000369239 0.000618479 0.000789685 0.000509015 0.000314748
threshold=0.16946000000000003 -0.26584999999999998 0.12035500000000002 0.088470000000000007 0.093320000000000014 -0.40381499999999992 0.13984500000000002 0.13206500000000002 0.24564500000000003 0.080455000000000013 -0.088999999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084004999999999982 -0.091944999999999985 -0.10203999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.084415000000000018 -0.10603999999999998 -0.18113999999999997 0.12040000000000002 -0.094929999999999987 -0.094549999999999981 0.10160000000000001 0.094365000000000018 -0.006494999999999999 -0.11756999999999999 0.082250000000000004 -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=1 -1 3 4 5 -3 7 8 9 10 -7 -12 16 17 -15 -16 -13 -14 29 -10 -21 -22 -17 -24 25 26 27 -25 -28 -19
right_child=-2 2 -4 -5 -6 6 -8 -9 19 -11 11 12 13 14 15 22 -18 18 -20 20 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0014285531430764773 0.0014287878560095646 -0.0012679547714175765 -0.0013376942360863564 0.0010750049871768898 0.0010571414013665625 -0.0011657451989257389 0.00091479726062906452 -0.0013208718449207674 0.0012755666258957264 -0.0014283931896658709 -0.0010411861437108754 -0.0014284771226624675 0.0012852224894339211 -0.001201282800621 -0.00083266835516572274 -0.0005391246473997603 -8.3605205978418847e-05 0.00094900831495915131 -0.00057143081869168123 0.0010113192786093382 -0.00013941093904784019 0.0010198434490290994 0.0010305724516933008 -0.0013100564755683514 -0.00091716803785381318 0.00077922252543149832 0.00046055971351284048 0.00033526436032178586 -0.00048815377220915205 2.1054857742837411e-06
leaf_weight=0.0010239965540286269 0.0011008809649197806 0.0010428277212817241 0.0011531615818967103 0.00154129301292416 0.0014102862357194814 0.0011151011670584845 0.0015356093019316388 0.0012757752787351242 0.0011083113364556141 0.0011791916834589236 0.0012830682936239004 0.0011009475549701433 0.0013369605331998704 0.0010020609613099465 0.0014498617982838724 0.0018716348644005629 0.0013016514003556523 0.0018386807421961748 0.0011497524543337967 0.0013892732055396095 0.0046891017454466777 0.0010598531402090661 0.0019174589828665429 0.0013972258808223614 0.0010160540172314833 0.0014588664366108626 0.0048888673604281629 0.0010366765633627057 0.0015101461035589292 0.00117304907482918
leaf_count=18 23 64 4 58 41 375 54 31 32 128 269 390 51 167 53 27 127 22 156 50 128 105 26 37 60 50 118 56 344 57
internal_value=0 -5.65305e-05 -2.54701e-05 8.85885e-06 -2.97709e-05 -6.70413e-05 -3.57992e-05 -7.36659e-05 -3.09776e-05 -0.000151601 -9.75364e-05 -5.29786e-05 -3.15766e-06 6.9472e-05 -6.88102e-05 -2.28508e-07 -0.000699868 0.000510814 0.000262019 0.000393607 0.00025667 7.43043e-05 7.97164e-05 0.000167294 2.09091e-05 0.000113521 3.57161e-06 -0.000609262 0.000236666 0.000580196
internal_weight=0 0.0462567 0.0452327 0.0440796 0.0425383 0.041128 0.0400852 0.0385496 0.0372738 0.0290273 0.0278481 0.026733 0.0254499 0.0230473 0.0175489 0.0165468 0.0024026 0.00549844 0.00416148 0.00824654 0.00713823 0.00574895 0.0150969 0.0132253 0.0113078 0.0102918 0.00883292 0.0024339 0.00639901 0.00301173
internal_count=3121 3098 3080 3076 3018 2977 2913 2859 2828 2513 2385 2010 1741 1224 938 771 517 286 235 315 283 233 718 691 665 605 555 93 462 79
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=31 146 45 457 457 1213 151 4 11 48 4 15 49 13 3 4 133 13 12 1374 48 49 1 2 52 4 133 0 43 2
split_gain=0.00112919 0.000900153 0.0010571 0.000789243 0.00115713 0.000815184 0.000785546 0.00112648 0.00118115 0.000787066 0.000906139 0.000892649 0.000869985 0.000689357 0.000620534 0.000683811 0.000602788 0.00060738 0.00120562 0.000598455 0.000507976 0.000587388 0.000473535 0.00056867 0.000452025 0.000564577 0.000410277 0.000406154 0.000397548 0.000343395
threshold=-1.0000000180025095e-35 0.12035500000000002 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.40381499999999992 0.24564500000000003 0.080455000000000013 0.082620000000000013 0.033845000000000007 -0.055554999999999993 -1.0000000180025095e-35 0.038215000000000006 0.14121000000000003 -0.011209999999999999 0.10622000000000002 -0.061684999999999997 0.051320000000000005 -0.094929999999999987 -0.064549999999999982 0.10595500000000001 0.11323000000000001 0.092235000000000025 0.10347000000000002 -0.04890499999999999 0.083950000000000011 -0.055064999999999996 -0.077944999999999987 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 -2 -4 -5 -6 -7 8 9 11 13 28 -13 14 15 -11 17 26 24 -17 -9 22 23 -22 25 -19 27 -14 -8 -20
right_child=1 -3 3 4 5 6 7 20 -10 10 -12 12 16 -15 -16 19 -18 18 29 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013462718634951348 0.0013463566568057911 -0.0012418763836713385 0.00092554404335992593 -0.0010584971927367769 -0.00086691843590106215 -0.0011347691839795001 -0.00025768910676611447 0.0013460576970067172 -0.0013460112263575053 -0.00060746376479635334 -0.00068738246838768275 -0.00085525082021116006 -0.00039832969829304052 0.0012818221407777334 0.0010605473556364699 -0.00036022870512839538 -0.00079937781165566844 -0.00050764488621745719 -0.0013461299093140474 0.00083817620279458163 -0.0006358316866329031 0.0012891630954292973 0.00059085546948754232 0.00041968081399730486 0.00091676319617962074 0.00054564670471780223 0.0011685320557034229 0.00065501085804593588 -0.0013461063071442912 -0.00037153387557191923
leaf_weight=0.0011002928724248564 0.0010261033509131314 0.0010901615314651272 0.001496367741156134 0.0020387165241446672 0.0019587933934034343 0.0010338209384084243 0.0010003071043978018 0.0010589911753555734 0.0012659639666878766 0.0017971217074759247 0.001440641123153342 0.0021527604804711933 0.0010316975339463852 0.0015390596844722104 0.0014439708318789712 0.0011556186786947373 0.001316416075766825 0.0017262917969773639 0.0011696049061625247 0.002176856149591842 0.0018816290165659666 0.0010543472325497127 0.0031844441454462746 0.0018181384757980368 0.0015691079729833746 0.001978428965685456 0.0013907796880197054 0.0018563317920339247 0.001549807903189925 0.0014883557348621679
leaf_count=86 21 4 37 205 487 63 222 47 122 95 52 121 160 47 37 17 265 55 150 120 18 31 171 52 26 32 60 18 180 120
internal_value=0 -3.32026e-05 -4.30712e-06 -3.53994e-05 -6.8779e-05 -1.96126e-05 2.28561e-05 5.43116e-05 -7.45805e-05 -1.66466e-05 0.000296291 -0.00018064 -6.0528e-05 0.000470971 0.000281128 6.17233e-05 6.59484e-05 0.000159239 -6.12389e-05 0.000422599 0.000470447 0.000353642 0.000210363 -0.000117132 0.000311288 5.48436e-05 0.000567946 0.000278724 -0.000919164 -0.000800394
internal_weight=0 0.0466906 0.0456005 0.0445744 0.043078 0.0410393 0.0390805 0.0380467 0.0290491 0.0277832 0.00955327 0.0182299 0.0156798 0.00811263 0.00657357 0.0051296 0.013527 0.0122106 0.00793179 0.00333247 0.00899755 0.00793856 0.00688421 0.00369977 0.00527383 0.00370472 0.00427881 0.00288803 0.00255012 0.00265796
internal_count=3121 3035 3031 3010 2973 2768 2281 2218 1899 1777 368 1409 1007 316 269 232 886 621 383 137 319 272 241 70 113 87 238 178 402 270
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=18
num_cat=0
split_feature=1 51 2 48 12 12 13 48 3 52 160 52 3 0 0 150 0
split_gain=0.00014673 0.00022274 0.000206137 0.000237909 0.000200005 0.000201091 0.000189732 0.000255764 0.000205399 0.00045201 0.000170335 0.000138098 0.000176812 0.000184787 0.000172786 0.000281079 6.04074e-05
threshold=0.094385000000000011 0.08955500000000001 0.13754500000000003 0.12879500000000002 0.098810000000000023 0.094375000000000014 -0.092094999999999982 0.088005000000000014 0.0051600000000000005 0.0031350000000000002 0.032695000000000009 0.13796000000000003 0.11296500000000002 -0.10151999999999999 -0.040504999999999992 0.11456000000000001 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 6 -1 8 9 -8 11 12 13 16 -15 -16 -2
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.001605889866842407 0.00089814360035927381 -0.0021755712217286886 0.0016970574593508385 -0.001716809228768751 -0.0018175285461832895 0.0017219874476530033 -0.0022496648348456307 0.00195490463018024 0.0010247657784262917 0.00057722417940811769 0.0016133395905054955 -0.0012709062000285805 -0.00082984049884462304 -0.0009804355755695048 0.0021214733211118663 -0.00075069280741711013 0.0022268488130155616
leaf_weight=0.0013078978844757189 0.0012166085060250076 0.0010217187668203906 0.0014513542795079335 0.0010908081936236167 0.0010921742011334454 0.0010020174295805595 0.0017759955795837289 0.0010058815442087199 0.0014339782255134992 0.0019298178672310928 0.0013407886161844748 0.0011042747667637806 0.0018747988024609974 0.0015697698059031796 0.001183796991094381 0.0010524277331569465 0.00103578954937689
leaf_count=186 82 230 159 42 250 156 610 129 78 539 133 76 100 175 138 16 22
internal_value=0 -0.000381128 0.000261275 7.95833e-05 -0.000189102 2.12355e-05 -0.000207404 9.02158e-05 -0.000274713 -0.000777551 0.000268393 6.88587e-05 0.00025535 0.000591167 4.78944e-05 0.000769754 0.00150916
internal_weight=0 0.0105695 0.0129204 0.0114691 0.00954776 0.00845559 0.00745357 0.00614567 0.00513979 0.00370581 0.0103783 0.00903747 0.00793319 0.00605839 0.00380599 0.00223622 0.0022524
internal_count=3121 2178 943 784 1948 1698 1542 1356 1227 1149 742 609 533 433 329 154 104
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=39 31 45 14 457 457 42 151 4 151 15 1456 3 13 0 1 3 133 156 15 42 13 160 160 52 48 13 13 2 52
split_gain=0.00118993 0.00120556 0.00122533 0.00126965 0.00110874 0.00101835 0.00105955 0.000876936 0.00112729 0.00124298 0.00106208 0.000847574 0.000725953 0.00104558 0.000677285 0.0006519 0.000645576 0.000619153 0.000748639 0.000859651 0.000688022 0.000667549 0.000579665 0.000575764 0.000806203 0.000691464 0.00079881 0.000529533 0.000508605 0.00024664
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.26584999999999998 -0.40381499999999992 0.24564500000000003 -1.0000000180025095e-35 -0.095869999999999983 -1.0000000180025095e-35 0.090900000000000009 0.066795000000000007 -0.15350499999999997 0.122185 -0.10519499999999998 0.10622000000000002 0.091335000000000013 0.050935000000000008 0.081660000000000024 -0.010739999999999998 -0.090969999999999981 -0.074254999999999988 0.096795000000000006 0.091545000000000015 0.0076650000000000008 0.043850000000000007 0.092235000000000025 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 9 12 -11 -12 13 28 -10 16 27 18 19 22 21 -21 -13 -24 25 26 29 -16 -9 -25
right_child=-2 2 3 -5 5 6 7 8 14 10 11 17 -14 -15 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012437585945337683 0.0012438558770655093 0.0012439819964804556 0.00096950594118076013 -0.0011337590105329007 -0.0009420861360110701 -0.0012436487540332993 -0.0010731395462303698 -0.00091385531793446585 0.0010014388693969963 -0.0010055816532859537 -0.0012435241824747055 -0.00061389569918138417 0.00097069344430987569 0.0011363631535376815 -9.0487243298289626e-05 0.00097730559113585395 -0.00051829358969356976 -0.0008076051938808765 -0.00088211982347435999 2.4903812602332372e-05 0.00016249264734425053 -0.0012435922586464508 0.00099259060003934114 -0.00036234988323325908 0.00066182186766417894 0.00047196485665237204 -0.0012435781430297334 0.00090792163174904491 0.0002063518939862892 0.00042782739283470046
leaf_weight=0.0011188675727762378 0.0011575240719139393 0.0010849095660887534 0.0015841219433259104 0.0017435612667977543 0.0020632803706162042 0.001112067112217118 0.0011706377649023372 0.0012763079947006864 0.0022126532581925318 0.0024200496248925054 0.0010171175573816518 0.0011356242224458421 0.002248434314786607 0.0010066978689540207 0.0018222914209218288 0.0013668191589431 0.0021251412653633395 0.0016600209995725193 0.0014207610724477062 0.0010002369687560578 0.0020339376399696185 0.0017881849064438392 0.0016666588071139197 0.0013656740504623972 0.0036105851309304882 0.0021644852627638045 0.0012057369200189072 0.0014953293116377608 0.0012311657360566386 0.00110486914241603
leaf_count=84 23 9 34 99 207 17 61 114 77 182 215 98 47 26 22 114 84 332 145 134 302 263 62 111 35 46 51 25 52 50
internal_value=0 -3.19054e-05 -6.2185e-05 -9.29558e-05 -5.20001e-05 -8.98748e-05 -4.66312e-05 -1.2973e-05 1.93645e-05 -9.8777e-05 -0.000225226 -0.000136036 0.000418944 6.59236e-05 0.000403773 0.000209572 1.67747e-05 -8.01514e-05 -1.48648e-05 5.72927e-05 -0.000387438 -0.000788569 0.000232314 0.000318748 0.000199923 -8.56096e-05 -0.000413893 0.000359519 -0.000363835 -8.9691e-06
internal_weight=0 0.0482562 0.0471374 0.0460525 0.0443089 0.0427248 0.0406615 0.0395494 0.0383788 0.0293565 0.0235939 0.0211739 0.00576261 0.00351417 0.00902223 0.00680958 0.00544276 0.0201568 0.0184968 0.017076 0.00482236 0.00278842 0.0122536 0.011118 0.00945135 0.00584077 0.00367628 0.00331762 0.00250747 0.00247054
internal_count=3121 3098 3014 3005 2906 2872 2665 2648 2587 2265 2026 1844 239 192 322 245 131 1629 1297 1152 699 397 453 355 293 258 212 47 166 161
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=39 31 42 376 151 4 150 158 1374 160 4 403 0 16 43 0 52 0 47 50 2 43 1374 150 2 1 1 15 43 2
split_gain=0.00145586 0.00140412 0.000909296 0.000860005 0.000805812 0.000922609 0.000926324 0.000911455 0.000826231 0.000764998 0.000895761 0.000828125 0.000783467 0.000919194 0.00130714 0.000894365 0.00106891 0.000799245 0.000900039 0.000756551 0.000814179 0.000560922 0.00052851 0.000950098 0.000797931 0.000456445 0.00110009 0.00034266 0.000340216 0.000294967
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088470000000000007 -0.40381499999999992 0.27287000000000006 -0.22665999999999997 0.085900000000000018 0.093235000000000012 -0.091944999999999985 -0.49405499999999997 -0.088999999999999982 -0.060129999999999996 0.22339500000000004 -0.074359999999999996 -0.10607499999999999 0.083680000000000018 -0.11756999999999999 0.077555000000000013 0.11875500000000001 0.113445 0.084740000000000024 -0.094929999999999987 0.081835000000000019 0.090790000000000023 0.10708500000000001 0.11230000000000001 0.050935000000000008 -0.080419999999999978 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 -1 -3 4 -4 6 -6 8 9 28 -11 -12 15 21 -15 17 29 18 22 20 25 27 -13 24 -24 -7 -27 -14 -8 -17
right_child=-2 2 3 -5 5 19 7 -9 -10 10 11 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013733074443043468 0.0013734328378017494 -0.0013730674116426442 -0.0012222605645367758 0.00097476342898586551 0.0011347039075112616 0.00075857244698052269 -0.00032439875681289436 -0.0013025698077118238 -0.0013730459844958167 -0.00089983861023512537 -0.0011032031481374338 -0.00049973825035468425 0.001270533041396865 0.0008451390646530936 -0.0010815787806742411 -0.0013518628378404915 0.00023366529748885785 0.00087403718677906556 -0.00086544289338241081 -0.00078010095189921759 0.0011401707944326326 0.00015049648036735667 0.0004317803482302157 0.0009882640434284017 -0.00087943604169512981 -0.0010576550014483835 0.00054352726473931524 0.00039184945785872321 -0.0013729495835897968 -0.0004615959508926131
leaf_weight=0.0012606262549637029 0.0013795380837393614 0.0010260157181676268 0.0011743379846684823 0.0014484769202964811 0.0010009597823881214 0.0016665713848169617 0.0011076922014399138 0.0013693934526821652 0.0010246614966380454 0.0022198593949909117 0.0012107461252690568 0.0018514077039526473 0.0026797252257822098 0.0011376655861425888 0.00159279243638899 0.0022218457968614649 0.0018633897149507028 0.0020369961728503487 0.0021125295562569599 0.0010046503239209414 0.0024349084180621539 0.0023814248374378622 0.002102978999765524 0.0024981604980194305 0.0014976684606509139 0.0013832150014536637 0.0019471857764195022 0.0012160678891923737 0.0012317486222348508 0.0010250345171005648
leaf_count=84 23 18 63 49 13 42 133 237 31 127 359 18 48 38 52 504 363 31 39 15 151 19 47 59 55 14 49 34 184 222
internal_value=0 -5.67175e-05 -9.46951e-05 -6.64529e-05 -9.99727e-05 -6.98958e-05 -0.000167168 -0.00020507 -0.000159544 -0.000120672 -6.10342e-05 6.85257e-06 5.81155e-05 0.000386154 -0.000278798 -0.000113579 -0.000595149 8.98103e-05 -6.89404e-05 0.000338063 0.000489218 0.000675393 0.000142706 0.000337732 -0.000113613 0.000172024 -0.000121492 0.000996253 -0.000876476 -0.00107081
internal_weight=0 0.0487287 0.0474681 0.0464421 0.0449936 0.0438193 0.0353827 0.0343818 0.0330124 0.0319877 0.0296483 0.0274284 0.0262177 0.00900768 0.00273046 0.01721 0.00511027 0.0120997 0.0100627 0.00843653 0.00743188 0.00627722 0.00795022 0.00609881 0.00360065 0.00499697 0.0033304 0.00389579 0.00233944 0.00324688
internal_count=3121 3098 3014 2996 2947 2884 2613 2600 2363 2332 2015 1888 1529 191 90 1338 1089 249 218 271 256 101 179 161 102 105 63 82 317 726
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=18
num_cat=0
split_feature=52 131 132 16 0 3 0 42 13 16 160 457 2 2 15 16 3
split_gain=0.000140402 0.000198933 0.000278013 0.000195376 0.000448038 0.000396252 0.000251783 0.000327826 0.000191118 0.000265215 0.000177144 0.000251963 0.000193479 0.00033526 0.000334159 0.000211457 8.07362e-05
threshold=-0.40306999999999998 0.092225000000000015 0.080640000000000017 0.23311500000000004 0.15398500000000004 0.083060000000000009 0.051010000000000007 -1.0000000180025095e-35 -0.23438999999999996 0.061255000000000011 -0.079874999999999988 -0.0029299999999999994 0.11263500000000001 0.099515000000000006 -0.095869999999999983 -0.091114999999999988 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -9 10 -10 -12 13 14 16 -16 -13
right_child=1 -3 -4 5 -6 -7 -8 8 9 -11 11 12 -14 -15 15 -17 -18
leaf_value=-0.0016428045668751769 -0.0027835221497532533 -0.0020921289549955396 0.0024194295364704087 0.0032384338376467365 -0.0033299974764064029 -0.0005945517665020847 0.0022319196843037315 0.0016908570321637253 -0.0013389138829767954 -0.0022639572439292961 -0.0019636183024296671 -0.0016946347543702926 -0.00085939716130089638 0.0036647528194730049 0.0027956172546687225 8.6485413661156865e-05 9.8078526017125113e-05
leaf_weight=0.0012926945389490898 0.0011049923385081798 0.0010347579131709797 0.0012989217790519971 0.0013279873284086632 0.0010687955308856792 0.0014010983832388746 0.0012150980156553351 0.0016096161742273863 0.0018003744881215948 0.0013390842113416004 0.0010279334336676408 0.0012376184219142772 0.0016593254873861207 0.0010511844677130178 0.0017986400002043537 0.0012238593553050067 0.00130425017033342
leaf_count=324 539 303 167 71 34 44 56 116 392 79 92 36 124 87 140 443 74
internal_value=0 6.10829e-05 0.000164864 1.96718e-05 -0.00017607 0.0012706 2.98248e-05 -0.000146713 6.06367e-05 -0.00015026 0.00010466 0.000384035 0.000675669 0.0010607 0.000568755 0.00169865 -0.000774781
internal_weight=0 0.0225035 0.0214688 0.0201699 0.0174408 0.00272909 0.016372 0.0151569 0.0140519 0.0124423 0.0111032 0.00930281 0.00827488 0.00661555 0.00556437 0.0030225 0.00254187
internal_count=3121 2797 2494 2327 2212 115 2178 2122 1583 1467 1388 996 904 780 693 583 110
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=45 31 14 151 457 457 4 11 13 128 1456 403 15 2 133 13 4 50 160 4 15 4 0 0 1374 2 1 1 16 43
split_gain=0.00119302 0.00120737 0.00137035 0.000981866 0.000917575 0.00119267 0.00094122 0.00105856 0.000973048 0.0010489 0.000963246 0.000885299 0.000774917 0.000822391 0.000701615 0.00095781 0.000856844 0.000680984 0.000652116 0.000740611 0.000819024 0.000717994 0.000693651 0.000829157 0.000716069 0.000469836 0.00047497 0.00104901 0.000325879 0.000226693
threshold=-0.080359999999999987 -1.0000000180025095e-35 0.062655000000000016 -0.5225749999999999 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 0.080455000000000013 -0.53104499999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.088999999999999982 -0.095869999999999983 0.098035000000000011 0.10622000000000002 -0.47860499999999995 0.098655000000000007 0.11875500000000001 -0.090969999999999981 -0.49013999999999996 0.091650000000000023 -0.083854999999999985 -0.10607499999999999 -0.059114999999999994 -0.094929999999999987 0.11237500000000002 0.10708500000000001 0.11551000000000002 -0.084119999999999986 -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=-1 -2 3 -3 -5 -6 7 8 -7 10 -10 -12 13 -13 15 -14 18 25 -17 -20 21 28 24 -24 -23 26 -8 -28 -21 -18
right_child=1 2 -4 4 5 6 17 -9 9 -11 11 12 14 -15 -16 16 29 -19 19 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0015163621001480613 0.0015160194744784966 -0.0014616001284284475 -0.0013644576089115615 0.0011260711536066395 -0.0011591014683995629 -0.0012019631429631579 0.00099429937891395092 -0.0014324585833963076 -0.0011783985011095011 -0.001515904059435686 -0.001159508711931449 -0.001100898984288794 0.001405702978324608 0.00056985434843750992 -0.0007809957197087179 -0.00044376537645084775 -6.3124597930265373e-05 -0.00074515148419163567 -0.00042559604487959313 0.00046409119700008234 -0.00058928355050705033 -0.00012266509441392348 -0.00075435191895535767 0.00063610482451419517 0.0012675438666376266 0.001133544652181946 -0.00049983155902282863 0.0010409250097961193 0.0013439335052988282 -0.00095224096222930093
leaf_weight=0.0011268032849329748 0.0010925398739896055 0.0010989193504311592 0.0018794663685159909 0.001572671552573012 0.002129378357232258 0.0016320855108027379 0.0018084462477148122 0.0013470394880954464 0.0013974870688387977 0.0010157713200138465 0.0012077446265044136 0.0020578378353004459 0.0017298119877153751 0.001008645240704098 0.0014083108975004857 0.0021108545857502206 0.0011611551744863391 0.0010248497687825884 0.0019478075193646157 0.0012899457086490429 0.0012751769393790644 0.0012271980153855111 0.0019562201254477033 0.0019852716173858771 0.0027785602412499924 0.002385551238874406 0.0027441099565237437 0.0016114083011351532 0.0038651797335500374 0.0015229552449724784
leaf_count=9 86 46 99 34 206 16 64 102 221 197 337 110 13 59 107 169 7 15 67 45 146 12 447 68 58 178 30 47 92 34
internal_value=0 -6.03314e-05 -9.46524e-05 -4.52417e-05 -1.22668e-05 -5.15015e-05 2.71757e-06 -0.00011573 -6.12858e-05 -1.12656e-06 5.0282e-05 0.000110461 0.000166593 -0.000551345 0.000257347 0.000321342 0.00023253 0.000422415 0.000349021 0.000451528 0.000570357 0.000683217 0.000397443 -5.39992e-05 0.000841642 0.000562374 0.000341322 7.02012e-05 0.00112377 -0.000567606
internal_weight=0 0.0512724 0.0501799 0.0483004 0.0472015 0.0456288 0.0434994 0.0339251 0.032578 0.0309459 0.0299302 0.0285327 0.0273249 0.00306648 0.0242584 0.0228501 0.0211203 0.00957437 0.0184362 0.0163254 0.0143776 0.0131024 0.00794725 0.00394149 0.00400576 0.00854952 0.00616396 0.00435552 0.00515513 0.00268411
internal_count=3121 3112 3026 2927 2881 2847 2641 2307 2205 2189 1992 1771 1434 169 1265 1158 1145 334 1104 935 868 722 585 515 70 319 141 77 137 41
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=45 14 39 151 42 43 123 13 13 49 4 3 2 403 1429 43 52 457 457 3 0 12 0 42 0 2 1 13 52 4
split_gain=0.00126919 0.00153576 0.00115419 0.00106664 0.00105172 0.000916971 0.000986616 0.00104416 0.00108777 0.000804708 0.000657444 0.000787228 0.000665023 0.000663736 0.000697837 0.000590198 0.000776381 0.000711498 0.000930262 0.000819786 0.000624727 0.000527675 0.000558464 0.00119713 0.00120451 0.000740915 0.000521345 0.000484092 0.000415711 0.000308331
threshold=-0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.5225749999999999 -0.26584999999999998 0.39192500000000002 0.091310000000000016 -0.53104499999999988 -0.23438999999999996 0.10247500000000002 0.27834500000000006 0.11924500000000002 -0.15339499999999998 -0.088999999999999982 0.084690000000000015 -0.074359999999999996 -0.085984999999999992 0.082380000000000009 0.41022000000000008 0.088060000000000013 -0.14116499999999996 0.11650500000000001 -0.10474999999999998 -1.0000000180025095e-35 -0.061629999999999997 0.084055000000000005 0.10672000000000002 -0.099939999999999987 0.14295500000000003 -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 2 3 -2 -5 6 7 -6 26 10 13 12 -12 -10 15 21 -17 19 -19 20 -18 22 -15 -24 25 -25 -9 -22 -11 -26
right_child=1 -3 -4 4 5 -7 -8 8 9 28 11 -13 -14 14 -16 16 17 18 -20 -21 27 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.0014290516323715882 -0.0013980343882118071 -0.0012296745041998412 0.0014287565263612705 -0.0014285427583018082 -0.0011282223783585779 -0.0013043315562986314 0.0011067301775926144 0.00037385059821374379 -0.0011728045309119986 0.0009345735775300024 -4.5594862444382692e-05 -0.00070526747874236919 0.0010541034445202485 0.00081783803331008124 0.00074485383565450552 -0.0012150679560602158 0.00076436391832121768 0.00086757735390281462 -0.00057180691541649728 -0.0013177731555313206 0.00041336087855474955 -0.00091802229636873825 -0.0013156931787241164 8.4810460889630899e-05 0.0002162527753937487 -0.0014271258157744493 0.0014284276943510585 -0.0007134048551833606 -0.00015136801729380973 0.0010669702986317738
leaf_weight=0.0011934582198591661 0.0011544880705969254 0.002195015308831926 0.0011142184886026021 0.0010392924845525888 0.0015759277821416609 0.0010346009116930502 0.0017507887572381078 0.0027081580572030353 0.0013214796224518812 0.0025263710268534903 0.0018906577765562815 0.001166767697259985 0.0027589972532258136 0.0020348783828900716 0.0017168631221622368 0.0020216729779369254 0.0010439508131412263 0.0021502073931998211 0.001595902171175112 0.0019024873067507997 0.0010009805910842226 0.0010405847866081794 0.0012297217941652514 0.0017546401318373492 0.0013787221616183842 0.0010611151050361478 0.0014784749612033465 0.0034901718408622126 0.0010053648600116816 0.002351693873320568
leaf_count=9 46 100 23 17 18 110 109 18 364 175 23 29 126 67 143 179 20 32 12 33 34 21 111 163 22 283 97 633 47 57
internal_value=0 -6.12009e-05 -8.0982e-06 -4.20279e-05 -8.01793e-06 2.47961e-05 5.60796e-05 1.24963e-05 5.67418e-05 -2.24713e-05 -9.19991e-05 0.000343713 0.000606941 -0.000185532 -0.000134912 -0.000197699 -0.000400502 -0.000253253 0.000254377 -0.000508932 -0.000230923 4.90991e-05 0.000151677 -2.26507e-05 0.000220252 -0.000484962 0.000746266 -0.000462273 0.000625443 0.000752554
internal_weight=0 0.0504942 0.0482992 0.047185 0.0460305 0.0449912 0.0439566 0.0422058 0.0406299 0.0364432 0.0329115 0.00581642 0.00464966 0.0270951 0.0257736 0.0240567 0.0132054 0.0111837 0.00374611 0.00743759 0.0055351 0.0108514 0.00981077 0.00777589 0.00654617 0.00281576 0.00418663 0.00449115 0.00353174 0.00373042
internal_count=3121 3112 3012 2989 2943 2926 2816 2707 2689 2574 2352 178 149 2174 1810 1667 943 764 44 720 687 724 703 636 525 446 115 667 222 79
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=31 39 45 14 42 376 151 1456 15 457 457 0 0 0 3 49 51 3 52 4 1374 150 40 16 16 1 4 52 47 16
split_gain=0.00120458 0.00121093 0.00125057 0.00149057 0.00101834 0.000963736 0.000926293 0.000756777 0.000923676 0.000822921 0.00100887 0.00102494 0.00117044 0.00137341 0.000980765 0.00108356 0.000884401 0.000778326 0.000748752 0.000795855 0.000711856 0.001065 0.000720006 0.000884002 0.000806289 0.00063124 0.000566792 0.000316835 0.000325241 0.000263525
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.5225749999999999 1.0000000180025095e-35 -0.24436499999999997 -0.15747999999999998 -0.0029299999999999994 -0.10607499999999999 -0.060129999999999996 -0.053834999999999994 -0.10831999999999999 0.0034800000000000005 0.12547500000000003 0.10732000000000001 0.10744000000000002 -0.42529999999999996 -0.094929999999999987 0.081835000000000019 -0.067184999999999981 -0.29154999999999992 -0.50992999999999988 0.111945 -0.083854999999999985 -0.075329999999999994 0.078875000000000015 -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 -2 4 -4 6 -6 8 25 -10 -11 20 16 -14 15 18 26 -16 19 -15 -12 22 -22 24 -24 -8 -13 -25 -29 -23
right_child=1 -3 3 -5 5 -7 7 -9 9 10 11 12 13 14 17 -17 -18 -19 -20 -21 21 29 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.0013462323938810737 0.001346501532006209 0.0013463973983888486 -0.001346173560353164 -0.0012207623512567856 -0.0013306056061356375 0.00095856965525509773 4.8462123179981139e-05 -0.001159892142729743 0.0010928301858062392 -0.0010344826813163573 -0.0005562479642451264 -0.00013044698495008408 0.0010135342503332756 -0.001346081253787902 -0.0010820926244598653 0.0012312057400942808 0.00037966217221072567 -3.7600565122272226e-05 0.00073723488482485978 -2.4261664231055152e-05 -0.00094275750613373747 0.0012634612689763579 0.00032416874149579673 1.7986969631409134e-06 -0.0011653999386997712 0.0011223848444270937 -0.0011193742014419343 0.0010523479530815218 0.00026714103894076872 0.00050299151849087485
leaf_weight=0.0011538124492611592 0.0010973534426739198 0.0011100374148043093 0.0010851264494284854 0.002082210431105124 0.0010241230068679377 0.0017298297082732885 0.0018957864421764717 0.001058360466351437 0.0010696190388586038 0.0020003409365259009 0.0018476806878879879 0.0013592003372936319 0.0020152010057188372 0.0011723680453172847 0.0029424079130038394 0.0013502528986464313 0.0011825441390869162 0.0023047686993180605 0.0013747407000437306 0.0027862945198080533 0.0010665904494828746 0.0021458647680319132 0.0013437221278191913 0.0014320087364581039 0.0012905452876665916 0.0020787112066069646 0.004613731734516068 0.0024011683478306466 0.0015873894817133305 0.0013415783068975182
leaf_count=86 9 21 17 99 45 49 32 260 27 146 18 278 33 74 166 16 67 39 11 34 29 56 25 28 42 137 1185 35 20 37
internal_value=0 -4.42364e-05 -7.46955e-05 -0.000106149 -5.72893e-05 -2.71566e-05 -6.53157e-05 -3.56367e-05 -7.70714e-06 -7.12781e-05 -0.000104431 -5.21099e-05 -0.000241249 -1.41904e-05 -0.00018778 0.000154144 -0.000683788 -0.00062331 -0.000118535 -0.000415722 0.000223968 0.000338299 9.64271e-05 0.000234032 -0.000405581 0.000610137 -0.000894334 0.000544869 0.000739847 0.000970918
internal_weight=0 0.0517896 0.0506795 0.0495822 0.0475 0.0464148 0.044685 0.0436609 0.0426025 0.038628 0.0375584 0.0355581 0.0211015 0.013946 0.0119308 0.00668366 0.00715548 0.00524718 0.0053334 0.00395866 0.0144565 0.0126089 0.00912142 0.00805483 0.00263427 0.0039745 0.00597293 0.00542057 0.00398856 0.00348744
internal_count=3121 3035 3014 3005 2906 2889 2840 2795 2535 2366 2339 2193 1903 373 340 135 1530 205 119 108 290 272 179 150 67 169 1463 83 55 93
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=146 45 39 31 42 457 457 1213 151 4 11 50 151 15 1456 133 4 2 0 0 15 13 1 42 42 2 1 1 42 0
split_gain=0.00126536 0.00123678 0.00125989 0.00112165 0.00103101 0.000895336 0.00105879 0.000860341 0.000882139 0.00112671 0.00111979 0.000934736 0.000856057 0.00107794 0.000987577 0.000922443 0.000762541 0.000652044 0.00110719 0.000837928 0.00062237 0.000701238 0.00100805 0.000568155 0.000619842 0.000556205 0.00072369 0.00103898 0.00055298 0.000914091
threshold=0.12035500000000002 -1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.40381499999999992 0.24564500000000003 0.080455000000000013 0.11875500000000001 -1.0000000180025095e-35 -0.095869999999999983 -1.0000000180025095e-35 0.10622000000000002 -0.083854999999999985 0.11215000000000001 -0.11013499999999998 -0.055064999999999996 -0.090644999999999989 0.0061450000000000003 0.092390000000000014 -0.086739999999999998 0.093655000000000002 0.11237500000000002 0.10708500000000001 0.11551000000000002 0.083995000000000014 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 -1 3 -3 -5 -6 -7 -8 -9 10 12 25 20 -14 -15 16 23 18 -18 -20 -10 22 -22 -16 28 26 -11 -28 29 -25
right_child=-2 2 -4 4 5 6 7 8 9 11 -12 -13 13 14 15 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014866406914241857 -0.0014214695046314025 0.0014863346978177094 0.0014865444932269862 -0.0014862818146525523 0.0010083466562563267 -0.0011289834003183901 -0.0011592761955392693 -0.0012633608472749486 0.0009035471442297605 0.001150177350039862 -0.0014861050036546373 -0.00088274242178522139 -0.0010968813590492299 -0.00148613679066292 -0.00066321330464826078 -0.0010470612279386794 0.00062636274969208043 -0.001177785130273638 -0.0011220496779670525 0.000228949137890797 -0.0014762673987862944 0.00096285812349763955 0.00054951147296709651 -8.9275987177190661e-05 -0.00048709131156738348 0.0012142327350337669 -0.00050968945605864649 0.0009335455144963903 0.0013631132605337662 0.0011838769612548144
leaf_weight=0.0012181076991524256 0.0014066187650314524 0.0010082135499356317 0.0011834724718369207 0.0011520291476294622 0.0016606829403507098 0.0021159246563420267 0.0014975028023163075 0.0012100261272127702 0.0030888962359210126 0.0019214379318839292 0.0012646811243861569 0.0010310641202977431 0.0025750312903314301 0.0010426189729948456 0.0010007775929539173 0.0017017494450890505 0.0030992965095108949 0.0013293273202563682 0.0023844816216584842 0.001763634367193883 0.0011395818084167777 0.0010583574324254386 0.001035199972069023 0.0030403980591131446 0.001154854255325688 0.0024542353094978431 0.0027698827696553963 0.001828752299587233 0.0019399360886716011 0.0021092682536618668
leaf_count=21 4 84 23 18 37 205 321 63 75 53 126 15 167 194 77 315 46 97 543 32 71 36 51 154 18 168 30 46 16 15
internal_value=0 6.9854e-06 -2.8662e-05 -6.4978e-05 -9.73135e-05 -6.3425e-05 -0.000102494 -5.24959e-05 -1.29807e-05 2.4163e-05 -0.000116865 0.000457283 -5.80922e-05 -0.000190487 -7.7001e-05 -1.74939e-06 9.80633e-05 -0.000221075 -4.55943e-05 -0.000547652 0.00042653 -2.92054e-05 -0.000511993 0.000394126 0.000522474 0.000611239 0.000384265 6.42459e-05 0.000686926 0.000432199
internal_weight=0 0.0517794 0.0505613 0.0493778 0.0483696 0.0472176 0.0455569 0.043441 0.0419435 0.0407335 0.0307281 0.0100054 0.0294634 0.0231414 0.0205663 0.0195237 0.017822 0.00857674 0.00724741 0.00414812 0.00632204 0.00323314 0.00217478 0.00924523 0.00824446 0.00897431 0.00652007 0.00459864 0.0070896 0.00514967
internal_count=3121 3117 3096 3073 2989 2971 2934 2729 2408 2345 2033 312 1907 1674 1507 1313 998 718 621 575 233 158 122 280 203 297 129 76 185 169
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=19
num_cat=0
split_feature=1374 150 15 484 15 11 0 48 2 40 52 160 52 2 13 12 151 3
split_gain=0.000266533 0.000268753 0.000413282 0.000303509 0.000238881 0.000295874 0.00025731 0.000305211 0.000234528 0.000191852 0.000266433 0.000301271 0.000219645 0.000590905 0.00031899 0.000198953 0.000174474 7.67678e-05
threshold=-0.094929999999999987 0.081835000000000019 -0.03241999999999999 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.18113999999999997 0.088735000000000022 0.098035000000000011 0.064905000000000018 -0.10286999999999999 -0.082299999999999984 0.10744000000000002 0.10097500000000002 -0.075129999999999988 0.051320000000000005 -0.016164999999999995 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 -5 6 -6 9 16 10 -8 -12 13 14 -13 -16 -3 -9
right_child=1 2 -4 4 5 -7 7 17 -10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0022424664750557294 -0.0023285213726068855 0.0022564722222661519 -0.0010871362260977888 0.0015102152850609122 -0.0017656924579033456 -0.0025242228952328341 -0.0021632311825982319 0.0025784899377760619 0.0035007687843071305 0.0017063943298375557 -0.002275740973442757 0.0020445264560547643 0.0021881056465703841 -0.002725935384429458 0.00098759212284009923 -0.0011781408908973696 -0.00014692335193376623 0.00085538918961648204
leaf_weight=0.0010381454509165158 0.0012182816037084173 0.0011748916199552095 0.0013620532922939957 0.0018136073193857306 0.0015422834867138092 0.001021572097545941 0.0013498777874560971 0.0010577999506322655 0.0011156714515827559 0.0010293286584897041 0.001051131766624391 0.0019946479024561805 0.0010327959425731059 0.001300233731981848 0.0015385327242669706 0.0018767596486797267 0.0012347617140436862 0.0010049597137360413
leaf_count=55 475 91 124 209 61 134 267 161 120 22 265 246 97 91 56 562 33 52
internal_value=0 6.86495e-05 0.00100149 -0.000173449 -2.4388e-05 -0.000200539 -3.99112e-05 0.000161179 0.00180846 -0.000130112 -0.000316466 -3.29908e-05 0.000271469 -2.35295e-05 0.000625971 -0.000202514 0.00102492 0.00173901
internal_weight=0 0.0237192 0.00488738 0.0188318 0.0176135 0.0157999 0.0147784 0.0132361 0.00352532 0.0111733 0.010144 0.0087941 0.00774297 0.00671017 0.00540994 0.00341529 0.00240965 0.00206276
internal_count=3121 3066 368 2698 2223 2014 1880 1819 244 1606 1584 1317 1052 955 864 618 124 213
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=18
num_cat=0
split_feature=1374 150 484 150 42 47 3 42 43 3 474 0 47 48 1 43 12
split_gain=0.000221806 0.000229475 0.000334872 0.000293427 0.000210002 0.000281643 0.000394277 0.000297825 0.000302959 0.0005127 0.000402975 0.000249068 0.000183285 0.000267545 0.000246991 0.000374125 2.9761e-05
threshold=-0.094929999999999987 0.094365000000000018 -0.0068949999999999992 0.12187000000000002 0.10256000000000001 0.11069000000000002 0.10893000000000001 -0.094469999999999985 -0.075574999999999989 -0.077774999999999983 0.084660000000000027 -0.060129999999999996 0.092710000000000015 0.090085000000000012 0.094825000000000007 0.0034250000000000005 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -4 9 11 12 -9 13 14 15 -10 -17
right_child=1 3 4 -5 -6 6 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.0019901820430959518 -0.0022327634000859379 0.0022588159666772491 -0.0022319523867830385 -0.00036862955289260386 -0.0014410763642152308 0.0027882297489249322 -0.00059954703433559814 -0.0015388228650080405 -0.0020180625227510054 0.0032060788557915772 0.0022576335993902382 0.0010856365437224994 -0.0021994334148190825 -0.0022957132856019605 0.0012773694277635845 9.8144445543894287e-05 0.0010813543279823141
leaf_weight=0.0010132613635676071 0.0012801747311630965 0.0018205145724774488 0.0010764974280650383 0.001372899569777708 0.0016208633974326139 0.0016135791358773402 0.0010404953551272911 0.0011305633316485153 0.0018688153741121295 0.0013878567355966017 0.0010002746926298664 0.0016199654109314565 0.0011702040231701405 0.0011175182390794625 0.0018861785886834515 0.0011700109578760554 0.0010997342199641214
leaf_count=55 484 152 216 61 295 69 43 337 497 185 80 67 56 69 218 159 78
internal_value=0 6.07492e-05 -0.000109154 0.00112924 3.54324e-05 0.000174721 0.0014601 -6.0106e-05 0.000113708 0.00107978 -0.000315594 6.89211e-06 -0.000625241 -0.000367322 -9.62813e-06 -0.000596186 0.000574528
internal_weight=0 0.0232761 0.0200827 0.00319341 0.0188026 0.0171817 0.00265407 0.0145276 0.0134511 0.00413839 0.00931274 0.00275053 0.00831246 0.00714226 0.00602474 0.00413856 0.00226975
internal_count=3121 3066 2853 213 2369 2074 112 1962 1746 589 1157 404 1077 1021 952 734 237
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=18
num_cat=0
split_feature=43 12 14 3 3 12 0 16 15 4 52 151 3 42 0 11 43
split_gain=0.00016198 0.000258793 0.000329775 0.000246829 0.000247631 0.000278162 0.00032198 0.000307963 0.000379598 0.00043305 0.000278986 0.000247914 0.000239184 0.00021383 0.000186781 0.000129735 8.20054e-05
threshold=0.24789500000000006 0.12757000000000002 0.062655000000000016 0.20828500000000003 -0.12018999999999998 -0.069644999999999985 -0.053834999999999994 -0.36241499999999999 -0.11713499999999999 0.0061450000000000003 0.0031350000000000002 -0.0067699999999999991 0.10542000000000001 0.075730000000000006 -0.10607499999999999 0.080705000000000013 -0.11720999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -6 7 -7 -9 10 11 -10 -8 15 -11 -1 -15
right_child=-2 -3 -4 -5 5 6 12 8 9 14 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0025350985719838097 -0.0018370734165601493 0.0023412761784141079 -0.0027617624121623755 0.0024514474114917398 0.0014266105947754353 -0.002130272394389802 -0.0036968777378265168 -0.0026057013130662762 -0.00016169387248235817 0.0027264332420384504 0.0010246600566294194 -0.0034518299373492065 -0.00068187542530742705 0.00059795573127718632 0.00029999998001080939 0.00037233582463643808 -0.0012936301898485898
leaf_weight=0.0018781869108845895 0.0011419846327344043 0.0011523840805356391 0.0010417111656311198 0.00101464537822915 0.0018149810095219295 0.0017248572500849742 0.0012861819007521482 0.0010506804856576495 0.0011991733994503066 0.0021539037602451572 0.0015651129376055561 0.0010381835424282245 0.0012711101264457625 0.001224046323571315 0.0012003756154818634 0.0010509741902957614 0.0010216033102992128
leaf_count=79 188 75 95 130 261 133 156 121 198 30 697 557 36 45 179 104 37
internal_value=0 6.54862e-05 -5.62921e-05 8.1227e-05 -4.22336e-05 -0.000376505 -0.000638533 -0.000236946 0.000160952 0.000567124 -0.000571687 -0.00168839 -0.00219826 0.000881782 0.0018581 0.00175911 -0.000262575
internal_weight=0 0.0226881 0.0215357 0.020494 0.0194794 0.0143046 0.0124896 0.00993229 0.00820743 0.00715675 0.00380247 0.00223736 0.00255729 0.00517481 0.00335428 0.00292916 0.00224565
internal_count=3121 2933 2858 2763 2633 2368 2107 1915 1782 1661 1452 755 192 265 209 183 82
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=18
num_cat=0
split_feature=4 151 150 11 52 52 42 43 3 16 15 15 2 2 0 15 0
split_gain=0.000163371 0.000363056 0.000335978 0.000355243 0.000223749 0.000297328 0.000244593 0.000239992 0.000413142 0.000321934 0.000312263 0.00026976 0.000384544 0.00034074 0.000129768 0.000265607 0.000320237
threshold=0.24564500000000003 -0.084129999999999996 -0.045534999999999992 1.0000000180025095e-35 0.17829500000000004 0.10744000000000002 -0.095284999999999995 -0.050459999999999998 -0.074479999999999977 0.22339500000000004 0.024640000000000006 -0.095869999999999983 0.089885000000000007 0.10097500000000002 -0.15350499999999997 -0.11033999999999998 -0.084674999999999986
decision_type=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 -4 8 10 11 -8 -9 -13 -14 -3 16 -16
right_child=1 14 3 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 15 -17 -18
leaf_value=0.0019562142150301243 -0.0016042109171548816 0.0021280910196946304 -0.0020381062275683947 -0.0025624873121857352 -0.0017332868220238007 0.0016256328258006459 -0.00138967987463648 -0.0016156012422042473 0.0024924116693153938 -0.0024755940688682559 0.0014353286373955854 -0.0014287592084206832 0.0020173244033773003 -0.00033812199676315046 -0.0014467220694456687 0.0023121140215193615 0.0011360750811808399
leaf_weight=0.0010162380509434179 0.0010081169293982839 0.0011035445049936143 0.0010534649374935876 0.0010246835297214032 0.0013115241682668264 0.0014286661935614129 0.0014254447001679216 0.0014906134906771396 0.0013041900196466005 0.0010475073394564105 0.0010097265734625438 0.0014627087607658046 0.0019961210645945138 0.0017333099531637863 0.0012690234007739498 0.001040282680072834 0.0016920525007318998
leaf_count=95 42 72 179 181 305 133 465 111 169 123 172 535 126 101 107 66 139
internal_value=0 0.000527209 -0.000211924 -0.000347199 -0.000198478 -5.41993e-05 -0.000245839 -8.12223e-05 0.000727118 -0.000472241 -0.00021831 -0.00015822 0.000260181 0.000922595 0.000948122 0.000622695 2.917e-05
internal_weight=0 0.00611302 0.0173042 0.016288 0.0152633 0.0139518 0.0125231 0.0114696 0.00373936 0.00773026 0.00243517 0.00668275 0.00519214 0.00372943 0.0051049 0.00400136 0.00296108
internal_count=3121 426 2695 2600 2419 2114 1981 1802 806 996 637 873 762 227 384 312 246
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=31 45 14 457 457 1213 151 4 11 15 1456 0 0 51 0 3 16 151 40 40 13 0 1 0 13 3 4 160 49 3
split_gain=0.00121629 0.00124386 0.00158777 0.000866392 0.00125696 0.000970695 0.000918801 0.000927408 0.000906777 0.000882744 0.00130148 0.000862727 0.001113 0.00118176 0.00100982 0.000886247 0.000839296 0.00070639 0.000653335 0.00081113 0.00136616 0.000610235 0.000685682 0.000521718 0.000528446 0.000667817 0.000487509 0.00032863 0.000478296 0.000285195
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.095869999999999983 -1.0000000180025095e-35 -0.10607499999999999 -0.060129999999999996 0.12547500000000003 -0.053834999999999994 -0.116045 -0.27167499999999994 -0.0052199999999999989 -0.074429999999999982 0.064905000000000018 -0.084154999999999994 -0.15350499999999997 0.122185 -0.11756999999999999 0.043850000000000007 -0.14989499999999997 -0.083854999999999985 0.10070500000000002 -0.090734999999999982 -0.38012499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 9 17 -11 16 13 26 -14 29 -12 -8 -17 20 -20 -9 23 -23 25 -25 -13 28 -18 -16
right_child=1 2 -4 4 5 6 7 21 -10 10 11 12 14 -15 15 18 27 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.001293995907196198 0.0012942341649678447 0.00094482132336363674 -0.0011711279019376627 -0.0010094674031414198 -0.0011163132955681219 -0.0011133767350192405 0.0001972084916811533 0.00099581705535752604 -0.0011593796968960659 -0.0012937750426875549 -0.00047710792200686023 -0.00014186932363144489 0.0010953490535790152 0.00065251481621582212 0.00019327806757211171 0.00061079564330326116 0.00013179769332966336 -0.0010137442377547753 9.9358481755530711e-05 0.0005571134967813458 -0.0012938435322940836 -0.00064110554053816728 0.0010220175595393407 -0.00073978091183798641 0.00084690004657622024 0.00051648748989096009 -0.0011663557670577524 0.00020835926711251318 0.0011283933091989445 0.00089730372617845343
leaf_weight=0.0011648262328884931 0.0011370806660124791 0.0014929157757030955 0.0021138635036077593 0.0022049358655473741 0.0012828277739047591 0.001151277779401382 0.0012155842214163215 0.0022690829660501066 0.0011871158404375129 0.0011102646361259008 0.0011945425023185408 0.0010838770748926481 0.0017587807310235357 0.0010853484891164555 0.0019535346687007404 0.0012752736016921071 0.0010580183037518509 0.0023938494773241272 0.0021955871932100033 0.0011642712383945764 0.0025414497947551422 0.0014533173925599385 0.0014598847357540912 0.0013547145081247436 0.0015985287206632393 0.0014838929628488984 0.0027488418114258719 0.0016076947986221057 0.0033829414309049953 0.0018991501075333881
leaf_count=86 9 34 99 207 316 61 35 77 102 190 17 203 17 52 16 27 11 165 29 9 154 35 121 11 27 51 842 16 73 29
internal_value=0 -4.33068e-05 -7.45229e-05 -2.47868e-05 -5.68728e-05 -7.92316e-06 2.62345e-05 5.86493e-05 -5.06882e-05 -6.32721e-06 7.67206e-05 0.000137709 -1.61553e-05 -0.000539173 0.000184989 3.98181e-05 0.000513832 -0.00060592 -0.000228873 -0.000410325 -0.000648103 0.00040937 0.000228331 3.16248e-05 0.000251968 -8.30618e-05 -0.000876635 0.000709532 0.000890963 0.000540322
internal_weight=0 0.0498584 0.0487214 0.0466075 0.0451146 0.0429097 0.0416268 0.0404755 0.0308561 0.029669 0.0260596 0.0249493 0.0177061 0.00491807 0.012788 0.0110293 0.0072432 0.00360943 0.00717658 0.00590131 0.00473704 0.00961942 0.00735034 0.00589045 0.00443714 0.00283861 0.00383272 0.00604865 0.00444096 0.00385268
internal_count=3121 3035 3026 2927 2893 2686 2370 2309 1987 1885 1685 1495 1378 1097 281 264 117 200 219 192 183 322 245 124 89 62 1045 100 84 45
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=31 45 14 39 42 151 4 150 376 158 3 0 13 49 45 1 42 1374 457 4 150 16 14 32 13 3 49 1 2 3
split_gain=0.00135875 0.00136896 0.00148698 0.00134118 0.000975103 0.000929781 0.000904915 0.000889209 0.000911724 0.000898516 0.000774939 0.00119258 0.00104288 0.000871655 0.000850753 0.000739048 0.00077795 0.00072761 0.000774054 0.000674994 0.000649658 0.000625598 0.000600851 0.000858039 0.000573551 0.000641113 0.000559627 0.00116139 0.000265669 0.000565309
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.088470000000000007 0.085900000000000018 -0.10023499999999998 -0.10607499999999999 -0.010094999999999998 0.0034800000000000005 1.0000000180025095e-35 0.13146500000000003 0.088465000000000002 -0.094929999999999987 -0.0029299999999999994 -0.42529999999999996 0.083095000000000016 0.0057500000000000008 -0.46885499999999997 0.07783000000000001 -0.084319999999999992 0.10732000000000001 -0.14715999999999999 0.080000000000000016 0.081685000000000021 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 -2 3 4 -3 -6 7 -7 9 10 13 14 15 19 17 16 24 -12 -19 -9 28 26 -8 -24 25 -13 -21 -28 -20 -30
right_child=1 2 -4 -5 5 6 22 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 20 21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013463470848542117 0.0013465693842126341 -0.0013461545422384579 -0.0012308845464728221 0.0013464542441652177 -0.0013055912766365837 0.001107084830278343 -0.00027845408143158167 -0.00075908067954649913 0.00097636820269912151 -0.0012747203676894644 -0.00063048212747831265 -0.0012291915431326369 -0.0011439328268027917 0.0010632026081091584 -0.0011533219098921533 0.00074307892555852987 -0.0012727992039839485 -0.00062989676963063604 0.00054283242640073724 0.00064677491054834356 0.0010370890839048192 0.00066376770192047953 0.00086713860530517365 -0.0005054528278620957 0.00057063471131814695 2.063409479184645e-05 -0.0013461774513421699 0.00039290581129185811 -0.00057477209949989756 0.00069940617102459311
leaf_weight=0.0012960337325185192 0.0012411521274771067 0.001066340114203256 0.0019683288116745237 0.0012363984741838854 0.0010335899984088561 0.0010701724870614262 0.0017387617343302963 0.0017056411379599021 0.0012810410647787753 0.0013067342659232586 0.0018280223087003842 0.0012610122992238182 0.0039682060762327338 0.0016637340304974666 0.0010081545177627058 0.0010801752309781421 0.0015912387651588755 0.0013561217523712105 0.0021433508405834679 0.0011043469025935346 0.0024807047569339602 0.0028800671512954068 0.0046884911478630711 0.0010012349849972679 0.0013125042383093088 0.0018117539603963451 0.0014058174550202109 0.0013770868910327749 0.0016674647291665678 0.0010145855114842561
leaf_count=86 9 17 99 21 46 15 37 85 26 214 16 337 549 37 28 21 578 48 26 7 54 34 233 15 301 22 58 30 60 12
internal_value=0 -4.94228e-05 -8.4746e-05 -3.68308e-05 -7.41357e-05 -4.38453e-05 -1.40342e-05 -0.000101583 -0.00013828 -0.000180318 -0.000136531 -0.000275617 -0.000591907 0.000172513 2.76481e-05 -0.000281485 -0.000466662 0.000141144 0.000303983 -2.381e-06 0.000477325 0.000188338 0.000413991 0.0006256 -0.000174147 -0.000492274 -0.000163908 -0.000485613 0.000189554 -9.27667e-05
internal_weight=0 0.0502922 0.0490511 0.0470828 0.0458464 0.04478 0.0437464 0.0363179 0.0352478 0.0339667 0.03266 0.0225233 0.0110249 0.0101367 0.0114984 0.00705668 0.00597651 0.0104902 0.00866223 0.00847296 0.00730611 0.00676732 0.00742849 0.00568973 0.00438527 0.00307277 0.00388725 0.0027829 0.0048254 0.00268205
internal_count=3121 3035 3026 2927 2906 2889 2843 2558 2543 2517 2303 2052 1808 251 244 1259 1238 216 200 214 152 129 285 248 660 359 95 88 98 72
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=19
num_cat=0
split_feature=1 0 2 48 484 15 47 3 150 48 48 160 1 133 16 133 13 1
split_gain=0.000182164 0.000311126 0.000212145 0.000199514 0.000257249 0.000277852 0.000299812 0.000274469 0.000259638 0.000374761 0.000602672 0.000221871 0.000171835 0.000160689 0.000145476 0.000138191 0.000158008 4.07536e-05
threshold=0.077565000000000009 -0.059114999999999994 0.13754500000000003 0.12879500000000002 -0.0068949999999999992 0.035560000000000008 0.086785000000000015 0.10732000000000001 0.087170000000000011 -0.032929999999999994 0.091220000000000009 -0.080409999999999995 0.10781 0.081415000000000015 -0.014754999999999999 1.0000000180025095e-35 0.11596500000000001 0.13021500000000003
decision_type=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 8 12 11 -10 -11 -6 -8 -1 -13 16 -3 -14
right_child=2 15 -4 -5 5 -7 7 -9 9 10 -12 14 17 -15 -16 -17 -18 -19
leaf_value=-0.0029784713988904761 -0.0019263257638376841 -0.00038126633427620319 0.0018389419443751484 -0.0017769969063848763 0.00064552809011783532 -0.0015578577290845273 -0.0010021127460170124 -0.0021375861644986338 0.0023578758030795986 -0.0034010844734478781 0.0014460503036259342 0.0037239425172220326 0.00052441873305448747 -0.00062368722264715673 0.0015894973496346544 -0.0010174321963921651 0.0016848657817607746 0.0017884670411703976
leaf_weight=0.0013238061035604201 0.0010369108991463713 0.0015210909139433682 0.0014892965515032044 0.0010790303284053957 0.0017839129991905631 0.0013215818585553549 0.001168754664100824 0.001204892220066256 0.0010263564768990818 0.0010103077370935409 0.0010351021872061494 0.0013243740796294885 0.0010338811840000517 0.0010247059277835868 0.0012252897807158965 0.0015727058831855878 0.0014325573301903205 0.0010001795537846192
leaf_count=780 171 71 160 44 115 335 90 26 56 70 39 115 48 680 201 79 26 15
internal_value=0 -0.000632508 0.000230645 7.35864e-05 0.000214491 0.000383497 0.000600686 -0.000321212 0.00114941 0.000156486 -0.000948139 0.00185322 0.000362104 -0.00195103 0.00269819 5.16099e-05 0.000620834 0.00114597
internal_weight=0 0.00687487 0.0167399 0.0152506 0.0141715 0.0131346 0.0118131 0.00440771 0.00740534 0.00307177 0.00204541 0.00433358 0.00320282 0.00234851 0.00254966 0.00452635 0.00295365 0.00203406
internal_count=3121 1636 1485 1325 1281 1110 775 179 596 165 109 431 153 1460 316 176 97 63
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=19
num_cat=0
split_feature=1 3 3 4 52 159 11 3 2 3 47 0 151 2 2 0 4 43
split_gain=0.000168576 0.000247283 0.000271832 0.000369356 0.000221542 0.00018249 0.000207653 0.000201548 0.00027913 0.000292481 0.000220739 0.000145988 0.000230292 0.000242085 0.000133412 0.00012073 0.000114059 8.28105e-06
threshold=0.094825000000000007 -0.12018999999999998 0.090900000000000009 -0.080924999999999983 -0.077024999999999996 0.076905000000000015 0.087830000000000005 0.083060000000000009 1.0000000180025095e-35 -0.077774999999999983 0.093140000000000014 -0.073309999999999986 -0.0017399999999999998 0.11293500000000002 0.10467500000000002 -0.038659999999999993 -0.15764999999999998 -0.078469999999999984
decision_type=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 6 7 8 9 17 -11 12 -9 -14 16 -4 -1 -2
right_child=5 2 15 4 -6 -7 -8 11 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00087812435192620246 -0.00052365787660041191 5.2551752732373468e-06 0.00084307240153658669 -0.00094700757016834682 -0.003292458487688746 0.0016780353994520195 -0.0016180447510418389 -0.0015808529988885975 0.0024998641649512134 0.0026682994900106617 0.00010055467862490758 -0.0016071982062512314 0.0021233634633165211 -0.0003314352705010083 0.0017570061325146448 -0.00086203808326937162 -0.0010023458747961287 -0.0010421042479657684
leaf_weight=0.0011007407111183198 0.0010113188298674913 0.0018105454088541278 0.0017453902817301525 0.0011018470658409329 0.0016364947339140012 0.0013930304474458763 0.001014969647295417 0.0010002950393399601 0.0012596523108765467 0.0010683354334409239 0.0011226919522071555 0.0010893331895398539 0.0011250415182182394 0.0015785004097104149 0.0010214097423926205 0.0011112798656203182 0.0010125364156099437 0.0010037421491801996
leaf_count=45 55 544 51 355 1033 204 86 54 153 117 59 63 44 55 20 39 109 35
internal_value=0 -0.000394887 -0.000797848 -0.00141178 -0.0023487 0.000297294 0.000126686 0.000299302 0.000830062 0.000329984 0.00135258 -0.000305934 7.67804e-05 0.000690095 0.000557089 0.000179763 -2.28671e-05 -0.000781906
internal_weight=0 0.0105402 0.00740556 0.00454889 0.00273834 0.0126669 0.0112739 0.0102589 0.00546574 0.00420609 0.00219103 0.00479317 0.00370384 0.00270354 0.00313469 0.00285667 0.00211328 0.00201506
internal_count=3121 2196 2022 1932 1388 925 721 635 419 266 176 216 153 99 174 90 154 90
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=31 151 4 11 1456 457 457 13 13 49 403 16 43 0 1374 376 0 1 4 3 3 12 3 0 1 147 0 0 51 3
split_gain=0.00125373 0.000957866 0.000892828 0.000860158 0.000897828 0.000790615 0.00110046 0.000805972 0.000826895 0.000859803 0.000887665 0.000543613 0.000542294 0.000872904 0.000766725 0.000765847 0.00072609 0.000626011 0.000539654 0.000535128 0.000515214 0.000650809 0.00059366 0.000483229 0.000628785 0.000681721 0.000487561 0.000423633 0.000411297 0.000292624
threshold=-1.0000000180025095e-35 -0.5225749999999999 0.27044500000000005 0.080455000000000013 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.53104499999999988 -0.47860499999999995 0.0093850000000000027 0.090990000000000015 -0.36241499999999999 -0.074359999999999996 -0.11991499999999998 -0.094929999999999987 0.084145000000000011 -0.033209999999999996 0.080000000000000016 -0.033174999999999989 -0.12711499999999995 -0.077774999999999983 0.084100000000000022 -0.10023499999999998 -0.15350499999999997 0.13686500000000004 0.10271500000000001 -0.084674999999999986 -0.053834999999999994 0.086310000000000012 -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 3 4 -3 -6 -7 -8 -9 10 11 -10 15 14 -14 20 -15 -18 -16 -11 21 -13 27 -4 25 26 -25 -23 -21 -28
right_child=1 2 23 -5 5 6 7 8 9 19 -12 12 13 16 18 -17 17 -19 -20 28 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.0012939977079322539 -0.0012691768642914139 -0.0010513618124255268 0.00086867795061289514 -0.0010164972206759587 0.0010149589821422706 -0.0011304832218823585 -0.0009262106723301551 0.00085071686389917155 -0.0008735838420953322 0.0012039801852183759 -0.0012162052175077914 0.00077515091231781228 -0.00060639307771274812 -0.0010427871631794689 -0.00032393208050205113 -0.00074622576722236159 -0.00056175952989739441 0.00071220332951677163 0.00074035428358249129 -0.00023136135898438665 0.00076125965658840129 0.00043839636260839613 -0.0010092805630543698 -0.00028241933429266837 0.001092074628111638 -0.0009282348738618685 0.00017167164878889894 -0.00057358663323335795 0.00079281619068296086 0.0011580064524590176
leaf_weight=0.0011905872768787065 0.0010547885946170501 0.0014778908366509516 0.0023043566603107024 0.001660990789149607 0.001188949655109183 0.0015293421220123884 0.0015186957591772901 0.0019664648235959694 0.0012785451752499377 0.0013396582272910962 0.0011554689836406054 0.001762187469495303 0.0015892897695266583 0.0027308793077245224 0.001091122605615169 0.0012403631651949363 0.0018046290025140205 0.0010050564269690199 0.002961537793733972 0.0015471434645650808 0.0031437992880825006 0.0021742510387312564 0.0010401716526811091 0.0016565540949606827 0.0010155372482938407 0.0010887548239679745 0.0010062460258311035 0.0010157168860018837 0.0011396047355463068 0.001007357414716914
leaf_count=86 47 280 85 136 31 172 17 20 48 15 183 47 18 751 29 23 26 50 46 311 119 55 221 55 81 10 28 9 67 55
internal_value=0 -5.04318e-05 -2.21417e-05 -0.000106465 -6.41255e-05 -2.14924e-05 -5.87961e-05 -6.77273e-06 3.97941e-05 -1.71183e-05 -0.000109953 -5.39825e-05 -5.37644e-06 -0.000203021 0.00015516 0.000207621 -0.000567756 -0.000106049 0.00045381 0.000536078 0.000337119 0.0001146 -0.000160572 0.000367826 0.000167955 -2.92489e-05 0.000237436 0.000116171 0.000203051 0.000665111
internal_weight=0 0.0464954 0.0454406 0.0373618 0.0357008 0.0342229 0.0330339 0.0315046 0.0299859 0.0280194 0.023993 0.0228375 0.021559 0.0111825 0.00564195 0.0103765 0.00554056 0.00280969 0.00405266 0.00402641 0.00913613 0.00599233 0.00423014 0.00807881 0.00577445 0.00475891 0.00367016 0.00318997 0.00268675 0.0020136
internal_count=3121 3035 2988 2674 2538 2258 2227 2055 2038 2018 1625 1442 1394 920 93 474 827 76 75 393 451 332 285 314 229 148 138 64 378 83
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=18
num_cat=0
split_feature=1 14 42 42 13 49 15 1 43 0 43 4 47 42 15 2 16
split_gain=0.000155748 0.000261322 0.00024711 0.0002957 0.000289566 0.000275531 0.000394122 0.000235687 0.000200378 0.000333486 0.000409274 0.00017248 0.000126882 0.000257426 0.000245859 0.000281693 0.000264887
threshold=0.11230000000000001 -1.0000000180025095e-35 0.092620000000000022 -1.0000000180025095e-35 0.086705000000000018 -0.00064499999999999985 -0.033689999999999991 0.094465000000000007 -0.084004999999999982 -0.11437499999999999 0.070450000000000013 0.0052350000000000009 0.13148500000000005 0.097315000000000026 -0.10653 0.12043500000000001 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 8 -7 -10 -11 -5 13 14 16 -16 -2
right_child=12 2 -4 4 -6 7 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0028973716388513223 -6.0609588613206111e-05 -0.0020057370417254604 -0.0020920559301467376 -0.0013213072197050411 0.0024696237733053345 0.0020179311958704494 -0.0031239287929536348 0.002325591236774937 0.0016893285073820736 -0.0039002912072942288 0.00064521843721776224 0.0015236138839561494 -0.00062874391879873183 0.0031957775537066755 -0.0027989278486815071 0.0010813512194798255 0.0034916564818535836
leaf_weight=0.0010008979709752444 0.0012360354694243014 0.001612264098047809 0.0015809640852498816 0.0010273767416752455 0.0015759521636145033 0.0011099571735593292 0.0015105892334053034 0.0018166664444336789 0.0011832117567625042 0.0011517409566861557 0.0010237788670366399 0.0013484347207444181 0.0017102232538022122 0.0011566621681043388 0.001045682963605187 0.0010028786680429391 0.001072995012332878
leaf_count=52 69 799 467 121 95 95 221 95 60 540 26 65 53 100 106 55 102
internal_value=0 -0.00030983 -0.00013649 9.4924e-05 0.00038322 5.99651e-05 -0.00103488 0.000736937 9.10975e-05 -0.000545662 -0.00176122 0.000293379 0.000616021 0.00100208 0.000419793 -0.000899327 0.00159011
internal_weight=0 0.0159418 0.0149409 0.01336 0.0117477 0.0101718 0.0038864 0.00628536 0.00446869 0.00335873 0.00217552 0.00237581 0.00722448 0.00551425 0.00435759 0.00204856 0.00230903
internal_count=3121 2636 2584 2117 1318 1223 407 816 721 626 566 186 485 432 332 161 171
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=18
num_cat=0
split_feature=52 1 14 157 376 3 43 43 0 13 15 150 3 0 15 3 1
split_gain=0.000147681 0.00025914 0.000274452 0.000272458 0.00024164 0.000249004 0.000300287 0.000294886 0.000228966 0.000245641 0.000180817 0.000141345 0.00018727 0.000129074 0.000119446 4.38649e-05 1.61791e-05
threshold=-0.40306999999999998 0.13686500000000004 0.023790000000000002 -0.077384999999999995 0.048375000000000008 -0.083924999999999986 0.084740000000000024 -0.09002499999999998 -0.10151999999999999 -0.073839999999999975 -0.028889999999999996 0.083095000000000016 0.12178000000000001 -0.059114999999999994 -0.033689999999999991 0.013900000000000001 0.092390000000000014
decision_type=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 7 13 10 -10 11 12 -7 -5 -3 -2 -13
right_child=1 14 -4 4 -6 8 -8 -9 9 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.0016534173967057636 0.0010041809977494156 0.0028980157782899727 -0.0025607127137362647 -0.0010474156499949475 0.001954435864543276 -0.00053937667440706984 -0.0016086238817429961 0.0024344187596763473 -0.00091830020705062332 -0.0039061146685637925 0.0011482736583075049 -0.00023757411852094092 -0.0031187817637042259 0.00099806165520494711 0.00055031116936660749 0.002432391872372478 0.0006258128293899956
leaf_weight=0.0012205241319883089 0.0010056516683430985 0.0010088176267668003 0.0010011340043813979 0.0014058739008853127 0.0011646368242891328 0.0018187821197672704 0.0013330302443939068 0.0019484682956072931 0.0017974487753238365 0.0010001658563724824 0.0014858182612664771 0.0010051093862464278 0.0010293219832817613 0.0014776584158564532 0.0010155823440634029 0.0010031675552184538 0.0010224922050880991
leaf_count=324 226 135 98 239 125 133 70 432 574 471 49 30 34 43 27 44 67
internal_value=0 7.45676e-05 -9.62895e-05 3.70908e-05 -0.00016762 -0.000328897 0.000421945 0.000982129 -0.000834289 -0.00198646 -0.000327596 -0.000777352 -0.00147159 7.83719e-07 0.00172024 0.0017174 0.00019782
internal_weight=0 0.0215232 0.0194988 0.0184976 0.0164888 0.0153242 0.00616503 0.004832 0.00915914 0.00279761 0.00636152 0.00487571 0.0028481 0.00288353 0.0020244 0.00200882 0.0020276
internal_count=3121 2797 2635 2537 2267 2142 784 714 1358 1045 313 264 167 282 162 270 97
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=45 14 151 4 50 1348 11 1456 3 49 1 0 38 3 1373 12 160 133 1374 0 49 16 2 13 1 47 13 13 2 4
split_gain=0.00110143 0.00102486 0.000863629 0.000800311 0.000871429 0.000737076 0.00104984 0.000658117 0.00066808 0.000632118 0.000618111 0.000660902 0.000594987 0.00127242 0.000670355 0.000521923 0.000527604 0.000674013 0.0006173 0.000815082 0.000721762 0.000608436 0.000506772 0.000504492 0.000469283 0.000372707 0.000624711 0.000661362 0.000427001 0.000412492
threshold=-0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.27044500000000005 0.11875500000000001 1.0000000180025095e-35 0.080455000000000013 -1.0000000180025095e-35 -0.12018999999999998 0.005085000000000001 0.11230000000000001 -0.15350499999999997 0.088570000000000024 0.30112000000000005 0.085550000000000015 -0.069644999999999985 -0.082869999999999985 -0.088669999999999985 -0.094929999999999987 -0.10607499999999999 -0.088694999999999982 -0.084119999999999986 0.11018500000000002 -1.0000000180025095e-35 0.11955000000000002 0.13082500000000002 -0.084034999999999985 0.15641500000000003 0.097845000000000015 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 -2 5 10 6 7 -4 9 22 11 -5 13 14 15 -10 24 -18 -19 20 -20 -21 23 -9 -17 26 28 29 -23 -28
right_child=1 -3 3 4 -6 -7 -8 8 12 -11 -12 -13 -14 -15 -16 16 17 18 19 21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014288207607485752 -0.0012359526136452978 -0.0011244456811800626 -0.0010287296249642062 0.0010520710916422532 -0.000764654840438194 0.0011311827865835599 -0.0014284000567864876 0.00055024149486401352 0.00055614286423696349 0.0013307543124941802 0.0012688197301060371 -0.00017739297242045407 -0.0011826929421305189 0.0014284207593579944 -0.0012645375163625042 -0.0013085337668927376 -0.0011124577593182746 -0.00081631362963831267 -0.00041467221254669052 -0.00099010601427816669 0.00079658242517846741 -0.00032662400312339149 0.00091627764453156414 -0.00073431317065203612 -3.7205031909331291e-05 0.00054896519297144015 -0.0014283941666776983 0.00034290264254872562 0.00081589356409409049 -0.00025341697196503468
leaf_weight=0.0010397395744803353 0.0011494384334138621 0.0017666899784920522 0.0013629490211790043 0.0014882064206744872 0.0010092451320815599 0.0010139755698332911 0.0011798057722955937 0.0010748215406692907 0.0023482590541563644 0.0012730122157478263 0.0022123452346145545 0.0022264778369418528 0.0010075596697109992 0.0011149888877746142 0.0010214903399550215 0.0014213319194560361 0.0011874858681755187 0.0017033194431235179 0.0013009392401670539 0.0015199285438009949 0.0043917487781257461 0.0011370518608733145 0.0012430611209310882 0.0014862251528313586 0.0010155934878639528 0.0018969962704886711 0.0015332539601485102 0.0011524824021993396 0.001615552046068558 0.0010117971804755044
leaf_count=9 63 100 258 41 15 50 104 17 136 17 226 59 32 56 40 347 309 19 20 267 60 118 12 37 14 14 562 41 13 65
internal_value=0 -5.82029e-05 -1.44964e-05 1.89718e-05 0.000462219 -6.88365e-05 -0.000104625 -5.70378e-05 -1.49369e-05 0.000459535 0.00067113 0.000315165 -0.000106255 -6.35083e-05 -0.000132085 -8.23002e-05 -0.000154077 -7.15766e-05 2.3168e-08 8.93872e-05 0.000519777 -0.000158921 0.000167988 -0.000195211 -0.000778705 -7.57066e-06 -0.000171249 -0.000554777 0.00034394 -0.000961276
internal_weight=0 0.044866 0.0430993 0.0419499 0.00693627 0.0350136 0.0339997 0.0328198 0.0314569 0.00507712 0.00592703 0.00371468 0.0263798 0.0253722 0.0242572 0.0232357 0.0208875 0.0184506 0.0172631 0.0155598 0.00569269 0.00986706 0.00380411 0.00256105 0.00243693 0.00834713 0.00645014 0.00369753 0.0027526 0.00254505
internal_count=3121 3112 3012 2949 341 2608 2558 2454 2196 83 326 100 2113 2081 2025 1985 1849 1488 1179 1160 80 1080 66 54 361 813 799 668 131 627
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=39 47 146 45 151 4 150 160 11 13 13 156 160 50 2 49 131 43 16 1 4 3 1 49 15 16 4 48 48 52
split_gain=0.00105856 0.000902983 0.000895857 0.0010415 0.000816397 0.000974413 0.00078445 0.00082978 0.000918456 0.000789414 0.000878982 0.000903308 0.000809991 0.000711993 0.000673789 0.00063718 0.000639571 0.000592415 0.000782385 0.000573898 0.000812024 0.000737605 0.000476818 0.00041023 0.000493423 0.000494848 0.000334357 0.000334232 0.000287279 0.000236555
threshold=0.16946000000000003 0.14808500000000002 0.12035500000000002 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.084634999999999988 -0.090969999999999981 1.0000000180025095e-35 -0.53104499999999988 -0.084034999999999985 0.091255000000000017 -0.081639999999999976 0.11375500000000001 0.113445 0.0093850000000000027 0.10258000000000002 -0.50775499999999985 -0.056919999999999991 0.09253500000000002 -0.080924999999999983 0.10732000000000001 0.10708500000000001 -0.081404999999999991 -0.07490999999999999 -0.094359999999999986 -0.097604999999999983 0.086125000000000021 0.084485000000000018 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 27 9 -9 19 12 -12 14 22 16 17 -14 23 20 29 -22 -7 -19 25 -25 -26 -8 -21 -11
right_child=-2 -3 -4 4 5 13 7 8 -10 10 11 -13 15 -15 -16 -17 -18 18 -20 28 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0015775129165303424 0.0015774161365396395 -0.0015228894397907691 -0.0014505966960918725 -0.0013288988136151065 0.00085792412514694905 0.0010050054818660015 -0.0014402872114170732 -0.0011720038731716179 -0.0011653957788066288 0.00016007870678585209 0.0011461859401146099 -0.0014647420162547968 0.00053512275572996522 -0.00063471289020561848 0.0014656317366356015 0.0007468683061716085 0.00093489366785370128 0.00041685462568795021 -0.00098566485040383549 0.00059414519086911199 -0.0012609990012297932 0.00045263853558265001 -0.00015603832833925222 -0.0006020777492514595 -0.00027905412289521293 0.00060031460186664009 -0.0014764712990184422 -0.0003053571852693073 0.0015771075897613521 0.0011096990067403555
leaf_weight=0.001040228657423369 0.0010175204698299458 0.0010106472108759581 0.0010573601866781237 0.0011522494191282808 0.0020551023521950809 0.0015745066014574141 0.0016124713550976768 0.0013740559725192716 0.001801740697072062 0.0010385184419590132 0.001319183170698012 0.001185242173056932 0.0017226893436230713 0.0010453671606156512 0.0022023146258896009 0.0018133074778572391 0.0010671103389565681 0.0022290682784955633 0.004401219907331516 0.0016488320551601987 0.0013677705785870541 0.0011497419936858932 0.0019932569460929805 0.0016911008393805105 0.0010551826661870847 0.0017138790745292445 0.0012875881604141864 0.0010758624286510976 0.001340598399812265 0.0017544423206459214
leaf_count=21 23 13 4 65 77 44 328 13 160 28 57 128 25 20 157 229 124 29 355 33 337 8 92 27 24 26 487 64 59 64
internal_value=0 -4.84558e-05 -1.58989e-05 1.80287e-05 -1.91165e-05 1.63772e-05 -8.79233e-05 -0.00014569 -7.27184e-05 -5.20288e-06 5.24981e-05 -0.00013056 -4.41501e-05 0.000562786 0.000779737 -0.000136622 -0.000242242 -0.000331325 -0.000451911 0.000482261 0.000171135 -0.000478385 0.000356347 -0.000157412 -0.000380122 3.14024e-06 -0.000937155 -0.000986092 0.00103495 0.000756598
internal_weight=0 0.0467806 0.04577 0.0447126 0.0436724 0.0425202 0.0357047 0.0336496 0.0309613 0.0291595 0.0277855 0.0194856 0.0183003 0.00681545 0.00577008 0.0169811 0.0151678 0.0141007 0.012378 0.0082999 0.00531047 0.00251751 0.00356776 0.00797682 0.00574775 0.00340498 0.00234277 0.00268833 0.00298943 0.00279296
internal_count=3121 3098 3085 3081 3060 2995 2682 2605 2213 2053 2040 1511 1383 313 293 1326 1097 973 948 529 437 345 136 593 564 53 511 392 92 92
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=45 31 14 151 457 457 4 11 15 1456 1213 133 0 1 49 3 151 0 3 160 40 42 43 2 0 0 13 3 1 3
split_gain=0.00112315 0.00112888 0.00107456 0.000853923 0.00077189 0.00106216 0.000850541 0.000883931 0.00078885 0.00114512 0.00078077 0.000760536 0.000734838 0.000745288 0.000587581 0.000700587 0.000557327 0.000522587 0.000791707 0.000613732 0.000566267 0.0011727 0.000611135 0.00102415 0.000524644 0.000450703 0.000500576 0.000635856 0.000404612 0.000368271
threshold=-0.080359999999999987 -1.0000000180025095e-35 0.062655000000000016 -0.40381499999999992 -0.15747999999999998 -0.0029299999999999994 0.24564500000000003 0.080455000000000013 -0.095869999999999983 -1.0000000180025095e-35 -0.080769999999999995 0.10622000000000002 -0.15350499999999997 0.122185 -0.24167999999999998 0.149315 -0.0052199999999999989 -0.11242999999999999 -0.12711499999999995 0.10070500000000002 0.064905000000000018 -0.088934999999999986 -0.074359999999999996 0.097845000000000015 -0.061629999999999997 -0.11756999999999999 0.043850000000000007 -0.14989499999999997 0.086105000000000015 -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=-1 -2 3 -3 -5 -6 7 8 16 -10 -11 14 -8 25 -12 17 -7 19 -19 28 21 -20 24 -24 -23 -14 27 -27 -16 -26
right_child=1 2 -4 4 5 6 12 -9 9 10 11 -13 13 -15 15 -17 -18 18 20 -21 -22 22 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0014866470347724894 0.0014863113021424987 -0.0013046480065253096 -0.0013437109025539557 0.0011070268888258765 -0.0011123047363594258 0.00013762016553209506 0.001218908146934188 -0.0013729223517966679 -0.0014861401226500979 -0.0011408381640774224 -0.00088300262157731265 -0.00086503226636716298 -0.00084126334696584275 0.0011514247561620471 0.00033999268938574029 0.0011131936949467782 -0.0011615900505467743 0.00068108821548460948 -0.0014656408765401248 -0.0001530420275355065 0.00081592500648119341 -0.00031035482208059727 -0.0014861341032221937 0.00016132999202508958 0.00024047372086515094 -0.00092343385789572818 0.00095453293384637112 0.00056085296248618583 0.0014305442700056289 0.0013612563468063778
leaf_weight=0.0010649819869286139 0.001022306954268303 0.0011652765379235311 0.0014670434521484301 0.0013115993801040551 0.0019811552951465297 0.0010775316635029952 0.0019560618046750022 0.001183542178210927 0.0010565640245172028 0.001079013038377318 0.0010081397079488843 0.0015147465236553517 0.0012924439729573578 0.0013702061025631096 0.0012505030277978205 0.0020056673203576727 0.0022550594624028966 0.0032709723646995202 0.0015355149347120465 0.0015301470666599926 0.0011750504745577936 0.0017216263399255638 0.0014085689349827846 0.0020402200383102809 0.0014351180045366618 0.0013076992649985186 0.0012286926845987978 0.0012433240115150568 0.0018818679716616771 0.0011795085172234777
leaf_count=9 86 62 99 34 206 36 77 102 220 264 26 314 41 121 18 51 177 51 154 15 9 274 366 114 36 11 27 54 43 24
internal_value=0 -5.73951e-05 -9.33168e-05 -5.01201e-05 -1.47242e-05 -5.15165e-05 3.77704e-06 -0.000114615 -6.22241e-05 2.79914e-05 9.45471e-05 0.00015261 0.000421179 0.000178968 0.000224498 0.000279136 -0.000741514 0.000188364 4.27334e-05 0.000618353 -0.000156211 -0.000278769 -4.46712e-05 -0.000511534 0.000326643 -8.37335e-05 0.000175298 -0.000200018 0.000995175 0.00074608
internal_weight=0 0.0449552 0.0439329 0.0424658 0.0413005 0.0399889 0.0380078 0.0296094 0.0284258 0.0250932 0.0240367 0.0229577 0.00839843 0.00644237 0.0214429 0.0204348 0.00333259 0.0184291 0.0137666 0.00466252 0.0104956 0.00932056 0.00778504 0.00344879 0.00433625 0.00507216 0.00377972 0.00255102 0.00313237 0.00261463
internal_count=3121 3112 3026 2927 2865 2831 2625 2294 2192 1979 1759 1495 331 254 1181 1155 213 1104 1028 76 977 968 814 480 334 133 92 65 61 60
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=19
num_cat=0
split_feature=133 3 50 3 0 48 4 16 1 16 3 160 42 42 160 4 12 3
split_gain=0.000157022 0.0002211 0.000228017 0.000212887 0.000162521 0.000157854 0.000226775 0.000323962 0.000176337 0.000281459 0.000207718 0.000222512 0.000196902 0.00022485 0.000187014 0.000207327 9.6066e-05 2.32076e-05
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 -0.15447499999999995 0.10455500000000001 0.11951500000000001 0.40473500000000007 -0.40995499999999996 0.10060500000000001 0.15891500000000003 0.092670000000000016 0.086075000000000013 0.085505000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080924999999999983 0.091475000000000015 -0.0043399999999999992
decision_type=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 10 16 11 12 13 -9 -15 -16 -10 -8
right_child=-2 -3 -4 5 -6 -7 17 8 9 -11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0026577068430972384 -0.0018309946945841513 0.0016178775192255894 -0.0019938774840760737 -0.0026883639005018558 0.00018210532336062769 -0.0017383934747545249 0.0019203845245514899 -0.0018806098624334258 0.0028641355219849035 -0.00057961943412308814 0.001135310195537764 -0.0027683848504771111 -0.002277314701543165 -0.00097463118234635546 0.0029207676106907891 8.7627725312188585e-05 0.00089222027967559442 0.00092239362740667661
leaf_weight=0.0011502356611665611 0.0010262268320757042 0.0018828537478750009 0.0013063308022428491 0.0011053861554493035 0.0012336552801741618 0.0012759035871816584 0.0010959896553275894 0.0010639084468753324 0.00117065925115556 0.0018269719858938771 0.0015763598780598187 0.0010593581543995589 0.001022162018552486 0.0011286884996847824 0.0010616391694178162 0.0012773994741024416 0.0010536902511635304 0.0010004723655351331
leaf_count=85 435 149 264 124 86 53 78 500 103 87 74 162 483 182 40 99 31 86
internal_value=0 6.44279e-05 -7.88886e-05 5.20687e-05 0.00137659 -0.000136794 -4.46686e-06 -0.000232016 -1.01995e-05 0.000798283 -0.000410153 -0.000778541 -0.000398988 2.46898e-05 0.000609241 0.00137353 0.00193003 0.00144412
internal_weight=0 0.0222917 0.0204088 0.0191025 0.00238389 0.0167186 0.0154427 0.0133462 0.0122408 0.00405132 0.00818952 0.00661316 0.0055538 0.00453164 0.00346773 0.00233904 0.00222435 0.00209646
internal_count=3121 2686 2537 2273 171 2102 2049 1885 1761 221 1540 1466 1304 821 321 139 134 164
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=31 146 45 1374 151 4 11 457 1456 15 1213 133 1374 51 16 133 49 2 14 47 484 2 13 40 49 43 3 160 4 52
split_gain=0.00115306 0.000789551 0.00114807 0.000830347 0.000774722 0.000848489 0.00118865 0.000765221 0.00070601 0.000959251 0.000793048 0.000594174 0.00063591 0.000874906 0.000803775 0.000808316 0.000592068 0.000477282 0.000462998 0.000463959 0.000462108 0.000546882 0.00100319 0.00043617 0.000433052 0.000388937 0.000378063 0.000373251 0.000369138 0.000257053
threshold=-1.0000000180025095e-35 0.12035500000000002 -1.0000000180025095e-35 0.093235000000000012 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.15747999999999998 -1.0000000180025095e-35 -0.098289999999999975 -0.080769999999999995 0.10622000000000002 -0.094929999999999987 0.012085000000000002 -0.014034999999999997 0.083950000000000011 0.10595500000000001 0.10276500000000001 -0.46885499999999997 0.09585500000000001 0.084750000000000006 0.098260000000000014 -0.063184999999999977 -1.0000000180025095e-35 -0.14715999999999999 0.0010100000000000003 0.10732000000000001 -1.0000000180025095e-35 0.0082450000000000006 -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 -2 4 -4 6 7 -6 -9 17 -11 12 -12 14 15 24 18 -10 -7 25 21 22 -16 -24 -14 -20 -23 -15 -25 -29
right_child=1 -3 3 -5 5 16 -8 8 9 10 11 -13 13 27 20 -17 -18 -19 19 -21 -22 26 23 28 -26 -27 -28 29 -30 -31
leaf_value=0.0013462416282781116 0.0013463967075645852 -0.0012030566713313305 -0.0011719457027635368 -0.0011666048581799927 0.0011021600906059447 -0.00042719331080803217 -0.0013460093272887707 -0.0010345353409359393 -0.0013130582462113323 -0.0010750030052162642 -0.00066254536216930806 -0.00075345980558295998 -4.3179532884004732e-05 1.6124005660207863e-06 -0.00099159766614116034 0.00042527725194661179 0.0012230419834477946 -0.00018410627711055828 0.00095573098186559763 -1.7945035440339921e-05 0.00079537679427550819 0.00020532846014387503 -0.00051202171909859164 -5.9777095435594859e-05 -0.0011019856657006088 -7.3492365209052116e-06 0.0011913856777367804 0.00032755515050210258 0.00077466488769278613 0.0011193655216439997
leaf_weight=0.0010872464681705987 0.0010732055277422594 0.0010621872279443769 0.0010529245508621434 0.0012004277154495915 0.0010034982930839922 0.0016180448263867228 0.0013460148536452712 0.0013755961994088009 0.0015056628388629969 0.0011190414575630294 0.0016774484925434754 0.0014464864380621103 0.0010034634400426512 0.0010682328297655364 0.0017020250924220043 0.0014429426819666524 0.0012205049122377973 0.0012346784509729147 0.0027333584502073896 0.0030405084661992987 0.0022017548240640403 0.0017687442538654174 0.0011912001804930128 0.0016778066426708258 0.002312271767364915 0.0010520081918494739 0.0011705524371734555 0.0010210328582802575 0.0022460645009687585 0.0027249585822515235
leaf_count=86 21 4 62 41 28 35 129 277 158 272 35 327 11 87 175 91 35 43 188 39 91 117 33 87 408 50 27 46 13 105
internal_value=0 -5.60245e-05 -2.90877e-05 -6.25178e-05 -3.16641e-05 -3.01206e-06 -0.000107874 -5.39286e-05 -9.27421e-05 -4.73079e-05 3.31877e-05 8.34863e-05 0.00013565 0.000197836 5.22358e-05 -0.000415613 0.000346795 -0.000804402 0.00022014 0.000373588 0.000238414 0.000112722 -9.65208e-05 0.000201313 -0.000781552 0.000688077 0.000598018 0.000703414 0.000417866 0.000903544
internal_weight=0 0.0462926 0.0452305 0.0441573 0.0429568 0.0419039 0.0322395 0.0308935 0.02989 0.0285144 0.025774 0.024655 0.0232085 0.0215311 0.0167168 0.00475868 0.00966442 0.00274034 0.00844392 0.00682588 0.0119581 0.00975639 0.0068171 0.00511507 0.00331574 0.00378537 0.0029393 0.00481422 0.00392387 0.00374599
internal_count=3121 3035 3031 3010 2969 2907 2560 2431 2403 2126 1925 1653 1326 1291 1053 510 347 201 312 277 543 452 308 133 419 238 144 238 100 151
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=17
num_cat=0
split_feature=124 4 52 123 484 160 42 151 43 49 0 0 13 16 4 1
split_gain=0.000139789 0.000180692 0.000177561 0.000176483 0.000233181 0.000247959 0.000287088 0.000302806 0.000213917 0.000353296 0.000314772 0.00025968 0.000176097 0.000238146 0.000169772 0.00016063
threshold=0.11040000000000001 -0.49405499999999997 0.19022000000000003 1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.074359999999999996 0.006170000000000001 -0.10151999999999999 -0.059114999999999994 0.086705000000000018 -1.0000000180025095e-35 0.053180000000000012 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8 11 10 14 -9 13 -12 15 -10
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0015490951699084401 0.0015400176170182844 -0.0019916477774753081 -0.0013767300454606652 0.0015625126529471075 0.0014292110044426115 -0.0017687342051783651 -0.0019891369807228574 0.00019426971300461139 0.0010560546182828189 0.0021475128119650909 -0.0033005450726289868 0.0030808944688617188 0.00010893389018702486 -0.00049831388568512898 0.0016026512367771665 -0.0011886612842946604
leaf_weight=0.0015167771980468805 0.001054687201332615 0.0013101181813633548 0.0016169771072323804 0.0015242760588854978 0.0019692409190055207 0.0015689143623946475 0.0010910847556585565 0.0012353307689840776 0.0011146684179124122 0.0013982777432146052 0.0011702675027565057 0.0011554976793277669 0.0012867852063891405 0.0011538727709576868 0.0017708028555816213 0.0013508775214940982
leaf_count=155 30 376 335 231 236 662 73 209 37 87 395 62 31 60 90 52
internal_value=0 -9.08251e-05 1.59409e-05 0.000133842 9.93914e-06 -0.000169146 -2.13194e-06 0.000215637 0.000422368 0.000120585 -0.000240586 0.00158939 -0.00119009 -0.00190931 0.000568743 -0.00017383
internal_weight=0 0.0222338 0.020717 0.0191 0.0175757 0.0156065 0.0142964 0.0127275 0.0116364 0.00924555 0.00784727 0.00239083 0.00361093 0.00232414 0.00423635 0.00246555
internal_count=3121 3091 2936 2601 2370 2134 1758 1096 1023 752 665 271 486 455 179 89
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=39 45 14 151 4 16 13 376 3 1348 11 3 0 457 42 15 2 2 160 13 15 50 32 3 2 2 1 13 43 13
split_gain=0.00109252 0.00109547 0.00114882 0.000959346 0.000899447 0.00101832 0.000789469 0.00107272 0.00112749 0.000821136 0.000893269 0.000831831 0.000826391 0.000803448 0.000798866 0.000925765 0.00071479 0.000708833 0.000690735 0.000667577 0.000547282 0.000546894 0.000546073 0.000451747 0.000447836 0.00113071 0.00043758 0.000544565 0.000744017 0.000538396
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.5225749999999999 0.27287000000000006 0.51524500000000006 -0.53104499999999988 0.088470000000000007 0.30112000000000005 1.0000000180025095e-35 0.080455000000000013 -0.12018999999999998 -0.10607499999999999 -0.0029299999999999994 -1.0000000180025095e-35 0.091650000000000023 0.11215000000000001 0.10855000000000002 -0.082179999999999989 0.043850000000000007 -0.095869999999999983 0.11375500000000001 0.07783000000000001 0.11924500000000002 0.079055000000000014 0.090425000000000019 0.12656000000000003 -0.084034999999999985 -0.04890499999999999 -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 -1 3 -3 5 6 -5 8 9 10 11 17 13 -13 -14 18 20 19 -16 -8 -15 22 23 -6 -22 -26 27 28 -20 -29
right_child=-2 2 -4 4 21 -7 7 -9 -10 -11 -12 12 14 16 15 -17 -18 -19 26 -21 24 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0013464251844138965 0.0013463437470253858 -0.0013128406885403419 -0.0011607444671021616 -0.00096636601480545859 0.001027642784269901 -0.0011083737786081031 0.00058085845528184116 0.0013147201627916225 0.0013460472465564939 0.0010683351628485982 -0.0013460235801751432 -0.00097822839742565579 -0.0012528540071862731 -6.0301094888090513e-05 -0.0010492679496340014 -0.0012874641236602384 -0.0006466727683841722 0.0010131677185730738 0.0010085090641828319 -0.00055901925929309785 0.0013257370033523438 -0.00047790326302206497 -0.00028064044981726538 0.00014269240888829866 -0.00060333243307608849 0.00092253574899723006 0.00081496045204626499 -0.0012198906293882457 -0.00032614250664950774 -9.9086373569893857e-05
leaf_weight=0.0010116774001289732 0.0010534571930733696 0.0010296985213535939 0.0016839341811252231 0.0015740887311928011 0.0036212334108984825 0.0016758466133079955 0.0019234328324273407 0.0011022579894728315 0.0010365637793512397 0.0010883781027928299 0.0010421917716314502 0.0011917606620253105 0.0018338543228655921 0.0036479787500578471 0.0012626729529146025 0.0014475144753434152 0.0015735608646139107 0.0020594393915871478 0.0014506363065480699 0.0018034689349661903 0.0012405613424561913 0.0010161645192878765 0.0010819982913190529 0.0014688572962828772 0.0013416768159686399 0.0025554738542066247 0.0010899551004719399 0.0011533643585448523 0.0015816622179440926 0.0023756531943979354
leaf_count=9 23 46 100 19 204 143 28 24 51 42 41 42 669 92 273 301 25 14 132 47 8 20 19 79 20 48 12 303 192 95
internal_value=0 -3.92985e-05 -6.91556e-05 -2.8551e-05 1.34099e-06 -8.31891e-05 -3.46238e-05 8.76538e-06 -3.52563e-05 -8.04762e-05 -0.000121371 -7.81533e-05 -0.000189659 6.8334e-05 -0.000434021 -0.000289098 0.000188734 0.00037945 -0.000126976 2.92652e-05 0.000338359 0.000437053 0.00058769 0.000772271 0.000621424 0.000397223 2.52284e-05 -0.000105961 0.000312348 -0.000465391
internal_weight=0 0.0479656 0.0469539 0.0452699 0.0442402 0.037052 0.0353761 0.0338021 0.0326998 0.0316632 0.0305749 0.0295327 0.0237463 0.011551 0.0121953 0.0103615 0.0103593 0.00578634 0.00891394 0.0037269 0.00878569 0.00718825 0.00617209 0.00509009 0.00513771 0.00389715 0.00765127 0.00656132 0.0030323 0.00352902
internal_count=3121 3098 3089 2989 2943 2621 2478 2459 2435 2384 2342 2301 2212 235 1977 1308 193 89 1007 75 168 322 302 283 76 68 734 722 324 398
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=39 31 47 46 3 51 4 150 11 43 151 15 403 158 52 3 52 4 1374 15 42 14 150 2 16 51 15 13 0 0
split_gain=0.00111564 0.00110255 0.000768008 0.000941908 0.00106543 0.000777688 0.000690309 0.000920858 0.000835586 0.000594829 0.000608823 0.000577075 0.000610094 0.000657926 0.000704227 0.00106455 0.000858121 0.000970627 0.000707544 0.000764375 0.00122985 0.000552862 0.000566373 0.000492582 0.000486213 0.000772366 0.000728143 0.000495622 0.000445921 0.000573543
threshold=0.16946000000000003 -1.0000000180025095e-35 0.13148500000000005 0.083550000000000013 0.31299000000000005 0.12808000000000003 0.24564500000000003 -0.17852999999999997 0.080455000000000013 -0.14968999999999996 -0.083969999999999975 -0.098289999999999975 -0.088999999999999982 0.09031500000000002 0.11434500000000002 -0.077644999999999978 0.10744000000000002 -0.49405499999999997 -0.094929999999999987 0.079055000000000014 0.081660000000000024 -0.46885499999999997 0.12187000000000002 0.10005000000000001 -0.014034999999999997 0.067785000000000012 -0.0063699999999999989 -0.063184999999999977 -0.084674999999999986 -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=1 -1 3 4 6 -4 7 -3 11 -8 -11 -9 -13 14 16 -16 17 -14 -19 24 23 -12 28 -21 25 -20 27 -26 29 -23
right_child=-2 2 5 -5 -6 -7 9 8 -10 10 21 12 13 -15 15 -17 -18 18 19 20 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0013731823189310794 0.0013732492320796211 0.0011344388115513923 -0.0013466025254138246 -0.0012691201289883427 0.0013729471842976854 0.00017263242572585172 0.0012583826554360379 -0.00091870994710905999 -0.0012832424141382647 -0.00069283051183382442 -0.00049385177209089785 -0.0010781642307022053 -0.00099963514131486499 -0.0011232216943243424 0.00039944261125152733 -0.0013729986561487298 0.0013254954739550103 -0.00069808186968388223 -0.00059877498248632444 -0.0013599439907740936 0.00067201754166852244 0.0011093317183803932 -0.00025930767613947385 -0.00021843168047551171 -0.00054725485346378776 0.00064330315521262044 0.0010525051898540715 0.0005705145883686453 0.0013729676713744277 -2.0886277956407985e-05
leaf_weight=0.0010124257711956455 0.0010737390350428191 0.0010292251144363709 0.001709797069082696 0.001121989802470579 0.0010469400093020545 0.0010102944128504987 0.0010461079838250962 0.0016609635072584164 0.0012534915200745891 0.0013299744487085272 0.0013230289691534844 0.0011070626731257685 0.001562369306228095 0.0010021891827481913 0.0010775707247737687 0.0015680457150644136 0.0010263624527802042 0.0017421295563551089 0.0018682460639980357 0.0014475897081338571 0.0017193810433242529 0.0014466496161684725 0.0014876349507417785 0.0014030153529454026 0.0011777095100380316 0.0019064630324852061 0.0037407960641298293 0.0020474392825491376 0.0013685987053877443 0.0020389812750858383
leaf_count=84 23 14 36 32 103 25 19 201 129 31 28 359 72 186 125 158 24 45 124 283 216 38 18 24 254 72 77 153 86 82
internal_value=0 -4.30072e-05 -7.6143e-05 -2.8772e-05 6.52422e-06 -0.000782329 -3.07484e-05 -0.00014034 -0.000188381 0.000278568 0.000164615 -0.000135713 -8.24042e-05 -3.50705e-05 1.38606e-05 -0.000651076 0.000103424 3.60444e-05 0.000130933 0.000225263 -0.000245001 0.000313394 0.000481801 -0.000798113 0.000425353 2.85518e-05 0.000640372 0.000162345 0.000708922 0.000448191
internal_weight=0 0.0442825 0.04327 0.04055 0.039428 0.00272009 0.038381 0.02834 0.0273108 0.010041 0.00899487 0.0260573 0.0243964 0.0232893 0.0222871 0.00264562 0.0196415 0.0186151 0.0170528 0.0153106 0.00456999 0.00766489 0.00634186 0.00285061 0.0107407 0.00377471 0.00696594 0.00322515 0.00485423 0.00348563
internal_count=3121 3098 3014 2953 2921 61 2818 2516 2502 302 283 2373 2172 1813 1627 283 1344 1320 1248 1203 523 252 224 307 680 196 484 407 206 120
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=31 45 14 151 4 1348 11 403 3 0 0 15 1374 16 13 40 42 124 3 52 52 0 1 15 1375 160 2 43 3 43
split_gain=0.00117862 0.00117883 0.00130949 0.000816255 0.0008251 0.000857111 0.00105963 0.000737102 0.00079695 0.000718939 0.00116629 0.000821843 0.000896035 0.00117185 0.000675132 0.0010011 0.000641494 0.000653728 0.000577484 0.000544896 0.0004708 0.000463082 0.000732825 0.000433117 0.000419759 0.000398153 0.00036917 0.000369803 0.000330639 0.000324308
threshold=-1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 0.27044500000000005 0.08257500000000001 0.080455000000000013 -0.088999999999999982 -0.12018999999999998 -0.10607499999999999 -0.08824499999999999 -0.13578499999999996 -0.094929999999999987 -0.27167499999999994 -0.084034999999999985 0.064905000000000018 0.091295000000000015 -1.0000000180025095e-35 0.0022600000000000003 0.11434500000000002 -0.07278999999999998 -0.15350499999999997 0.11230000000000001 -1.0000000180025095e-35 -0.043984999999999989 -0.011159999999999998 0.097845000000000015 0.15359500000000004 0.149315 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=-1 -2 3 -3 5 6 7 -5 23 11 -11 -10 -13 -14 19 16 17 -16 -15 26 -18 -6 -23 -9 -20 -26 -12 -28 -27 -25
right_child=1 2 -4 4 21 -7 -8 8 9 10 14 12 13 18 15 -17 20 -19 24 -21 -22 22 -24 29 25 28 27 -29 -30 -31
leaf_value=0.0013198287939156564 0.0013200843438324367 -0.0011178563429074483 -0.0012070120840567461 -0.0010456349556799884 0.00089862757629132557 0.0010808078836545237 -0.0013196212141035764 0.0011810400871476157 -0.0008649598964278201 -0.0011881737409352151 -9.0859519960108856e-05 -0.00065612990413155292 -0.00052260394973725668 0.0012603131805414098 6.8609478993905432e-05 0.00076023161866371053 0.00054687851550971358 -0.0011054361833767977 0.0010860706700553278 -0.00052642763006243397 -0.00060022192444476245 -0.00030095433897629254 0.00075166019935176613 0.0005676378715189904 0.00077230170188714474 -0.00040982392954788075 0.0012912649521849623 0.00024662069153999044 0.00048054551094500411 -0.00022015659697118952
leaf_weight=0.001137278109950123 0.0010852035911739213 0.0011654654666832789 0.0017026211214101741 0.0012978191785255602 0.0023214453391080525 0.0010787344766249865 0.0012238897768099824 0.0011188781546920268 0.0013308818379655909 0.0022406928573379592 0.001239318043502414 0.0016871559926130439 0.0019674368600330911 0.0018535287672047842 0.001059643035700831 0.0011500010188001397 0.0012578861927639018 0.0037422363209627897 0.0012693818324507351 0.0012235602974139947 0.0012343286524727493 0.0025368228582891552 0.0021090919264217245 0.0022287489399204141 0.0015480903588240853 0.0018011194594009759 0.001249769273357515 0.001117776901594425 0.0012168559611609453 0.0015376055414435541
leaf_count=86 9 62 99 380 83 46 104 25 38 387 234 18 49 58 33 9 77 660 12 36 227 57 163 39 26 28 33 8 23 12
internal_value=0 -3.94448e-05 -7.11657e-05 -2.80058e-05 1.09835e-06 -7.79824e-05 -0.000113099 -7.0139e-05 -3.18617e-05 -0.000117131 -0.000307595 0.000116023 0.000231117 0.000386135 -0.000158956 -0.000384031 -0.000564438 -0.000846357 0.000618661 0.000234499 -2.12502e-05 0.00041737 0.000176898 0.000460172 0.000414851 0.00022825 0.000492629 0.000798063 -5.08245e-05 0.000246023
internal_weight=0 0.047596 0.0465108 0.0448082 0.0436427 0.0366753 0.0355966 0.0343727 0.0330749 0.0281897 0.0155152 0.0126745 0.0113436 0.00965641 0.0132745 0.0084441 0.00729409 0.00480188 0.00768898 0.00483042 0.00249221 0.00696736 0.00464591 0.00488523 0.00583545 0.00456607 0.00360686 0.00236755 0.00301798 0.00376635
internal_count=3121 3035 3026 2927 2865 2562 2516 2412 2032 1956 1704 252 214 196 1317 1006 997 693 147 311 304 303 220 76 89 77 275 41 51 51
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=45 31 14 1374 150 1374 3 13 2 157 1213 159 0 1 159 47 52 52 0 52 16 4 47 16 48 133 3 3 0 484
split_gain=0.00117634 0.00119915 0.00120453 0.000765111 0.000802304 0.000796687 0.000824372 0.000875752 0.000962251 0.000662366 0.000778182 0.000820936 0.00084367 0.000851545 0.000770171 0.000612101 0.000630692 0.000711464 0.00149019 0.000698037 0.000586882 0.000582293 0.0005787 0.000719999 0.00058875 0.000571405 0.000530168 0.000449519 0.00043125 0.000385495
threshold=-0.080359999999999987 -1.0000000180025095e-35 0.062655000000000016 0.093235000000000012 0.083095000000000016 -0.094929999999999987 0.090900000000000009 0.066795000000000007 0.10136500000000002 -0.076494999999999994 -1.0000000180025095e-35 0.10991500000000003 -0.060129999999999996 0.10089500000000001 0.082105000000000025 0.085270000000000026 0.11434500000000002 0.10611000000000001 0.15398500000000004 0.091275000000000009 -0.087989999999999985 -0.064054999999999987 0.086785000000000015 -0.072359999999999994 0.10990500000000002 0.083950000000000011 -0.116045 -0.00083499999999999991 -0.14116499999999996 0.08660000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 20 21 -11 12 13 25 15 16 17 18 19 -14 -7 -3 26 24 -24 28 -15 -17 -12 -23
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13 14 22 -16 27 -18 -19 -20 -21 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013733969579046883 0.0013731855664722535 -0.00037911390051215246 -0.0012446937230864684 -0.0011988347723151959 -0.00047378181739634738 5.7338230003719506e-05 0.0012442416445971438 0.0011784138282660542 0.00093099451845901182 -0.0013729199608774059 -0.00032813168028718521 -0.0011737444600828854 -2.406093316777398e-05 -0.00048054295083262979 0.0012994297927924868 0.0010871640629265748 -0.0009378264684660239 0.0010547528915770266 -0.0010891382774543732 0.0013111999511046658 -0.0013147645255816623 0.00025521326615871438 -0.00052935391667214551 -0.0013729946675515906 0.00046632210685245735 -5.4049246986882115e-05 0.00064259164881643339 7.5575771159475314e-05 -0.0012834832507647414 0.0012951862259519564
leaf_weight=0.0010999762180290409 0.0010708802602328307 0.0012057420650712913 0.001659525232099667 0.0010722028295795374 0.0017830519796859789 0.0011762497011513773 0.0022253331124275633 0.0013305303724209239 0.0010933040343861222 0.0010097266465374224 0.0012820542868752175 0.0013983294130117665 0.0023406201077231861 0.0010839340173447454 0.001044354689586414 0.0016006497343994397 0.0015065215198752924 0.0010994279591329814 0.0020255053073796603 0.0010776397291891726 0.0011738778745324918 0.0013593078262550398 0.0026424279099472869 0.0010396854480738682 0.0019418546236451562 0.001729372121156425 0.0029426217972874369 0.0017150153069280813 0.002916219392730234 0.0013281805484979259
leaf_count=9 86 57 99 40 49 28 70 33 53 451 48 125 155 23 34 22 34 6 22 11 116 174 29 48 35 502 118 22 577 45
internal_value=0 -6.28833e-05 -9.64586e-05 -5.32923e-05 -2.47757e-05 0.000345457 0.000554156 0.000232479 -0.000133027 -0.000119602 -0.00018789 -0.000147171 -9.58819e-05 -0.000308623 0.000171176 6.75015e-05 -0.000136974 4.74162e-05 -0.000156027 0.000396893 -0.000628021 0.000413549 -5.70648e-05 -0.000341526 -0.000107596 -0.000718173 0.000340248 0.000563924 -0.000991741 0.000769177
internal_weight=0 0.0468741 0.0458033 0.0441437 0.0430715 0.00878235 0.0069993 0.00477396 0.00344343 0.0342892 0.030396 0.0293862 0.0279879 0.0155782 0.0124097 0.0113654 0.00804971 0.00654319 0.00544377 0.00341826 0.00235013 0.00389323 0.00965052 0.00562397 0.00458428 0.00592765 0.00402656 0.00331567 0.00419827 0.00268749
internal_count=3121 3112 3026 2927 2887 349 300 230 197 2538 2262 1811 1686 1380 306 272 228 194 188 166 144 276 253 112 64 1127 141 44 625 219
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=31 39 457 457 151 4 150 42 1456 48 15 403 11 0 133 160 1 147 15 0 403 123 156 15 484 1 52 1 49 3
split_gain=0.00128301 0.00113232 0.000944295 0.000880931 0.000845214 0.00112644 0.00107027 0.00115803 0.00104324 0.00101863 0.00111311 0.000932565 0.00089717 0.000834865 0.000797764 0.000835055 0.000668721 0.000920615 0.0006727 0.000989509 0.000575331 0.000589906 0.000535464 0.000406684 0.000445539 0.000498092 0.000659364 0.000619083 0.000470795 0.000537815
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.15747999999999998 -0.0029299999999999994 -0.5145249999999999 0.24564500000000003 -0.091259999999999994 -0.095284999999999995 -1.0000000180025095e-35 -0.075224999999999986 -0.095869999999999983 -0.088999999999999982 0.079915000000000014 -0.15350499999999997 0.10622000000000002 -0.090969999999999981 0.13686500000000004 0.10271500000000001 -0.11033999999999998 -0.084674999999999986 0.085340000000000013 1.0000000180025095e-35 0.091335000000000013 -0.090644999999999989 0.084750000000000006 0.13075500000000004 -0.080114999999999978 0.10538500000000002 -0.054319999999999993 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 2 -2 -4 -5 6 -6 -8 -9 -10 -11 -12 14 -7 15 -13 17 18 19 -15 21 22 23 -17 25 26 -25 28 -28 -30
right_child=1 -3 3 4 5 13 7 8 9 10 11 12 -14 16 -16 20 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0015161767300150204 0.0010920371672924595 0.0015162337075475625 -0.0010280517520836871 -0.0014585521177582128 0.0012178842178864513 0.0011538562013711222 -0.0013543950755443577 -0.0015158502133598519 -0.0014442827352201528 -0.00083901732997849912 -0.0011491236529483479 -0.00089110900061105142 -0.0012382693465825705 -0.00076693416589931169 -0.00087789580513524641 0.0011581895253674293 0.0012561008671098611 -0.0013172322918826064 0.0010787722945743876 0.00068661418235493735 -0.00065347309756948061 0.0015069708609701806 -0.00060824672004980472 -0.0006789265521416623 0.0011802229941188995 0.0010133899002407487 -0.00080079524466737195 0.0013542955153825315 5.5031907988632946e-05 0.001121314253192416
leaf_weight=0.0012187002587407117 0.0014983418829288544 0.0010271659003748814 0.0023834237480924161 0.0010011728860757066 0.0011959596136055231 0.0024656999092478324 0.0020156512138940199 0.0012596011130907572 0.0012476683311675165 0.0035061470085677717 0.0013418772285775918 0.0012627213178721943 0.0010157561281189933 0.0023276849959756882 0.0014156500238737815 0.0016820367693339789 0.0010768184096465738 0.0010747998387330426 0.0015141539943925855 0.0020010045322380599 0.0011508315662434035 0.0011402269595279782 0.0011708856899876876 0.0018489976944364639 0.0013804278186739785 0.0017549767921636325 0.0010138616834982671 0.0011503402809509566 0.0044059238216640597 0.0014426297930185683
leaf_count=86 37 21 212 49 29 79 217 234 50 196 332 163 99 62 113 49 75 8 33 72 166 56 94 108 33 17 27 30 367 7
internal_value=0 -5.83622e-05 -9.22372e-05 -0.000130606 -8.18414e-05 -4.96844e-05 -0.000189297 -0.000243227 -0.000166499 -0.000105647 -4.30549e-05 7.73551e-05 0.000152728 0.000382791 0.000220593 0.000300735 0.000144975 -2.79859e-05 0.000209173 -9.50087e-05 0.000383694 0.000453946 0.000378194 0.000456877 0.000366116 0.000269375 0.000136972 0.000325246 0.000152747 0.000318046
internal_weight=0 0.0487724 0.0477453 0.0462469 0.0438635 0.0428623 0.0324022 0.0312062 0.0291906 0.027931 0.0266833 0.0231771 0.0218353 0.0104602 0.0208195 0.0194039 0.00799446 0.00691764 0.00584284 0.00432869 0.0181411 0.0169903 0.0158501 0.0146792 0.0129972 0.0116167 0.00986175 0.00801276 0.00686242 0.00584855
internal_count=3121 3035 3014 2977 2765 2716 2387 2358 2141 1907 1857 1661 1329 329 1230 1117 250 175 167 134 954 788 732 638 589 556 539 431 401 374
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 43 48 12 12 124 4 1 12 14 3 4 15 52 4
split_gain=0.000258476 0.000241861 0.000208283 0.000301847 0.00026703 0.000420656 0.000284932 0.000318817 0.000298396 0.000222919 0.000222799 0.000290799 0.000274342 0.000249627 0.000267671 0.000239672 0.000321672 0.000271058
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.080455000000000013 -0.052894999999999991 0.086665000000000006 0.051320000000000005 0.090455000000000021 -0.027784999999999997 0.09173000000000002 0.13686500000000004 0.098810000000000023 -1.0000000180025095e-35 0.10732000000000001 0.056795000000000005 -0.094549999999999981 -0.0064899999999999992 -0.080924999999999983
decision_type=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 -8 -3 -9 11 12 -6 15 -15 -14 -17 -18
right_child=1 2 -4 -5 10 -7 7 9 -10 -11 -12 -13 13 14 -16 16 17 -19
leaf_value=-0.0022682262559108818 -0.002065797231863376 -0.00015420368596853439 0.0020422909139636344 -0.0016605664220588831 -0.0022809154925767026 0.0033408514194251918 -0.0025638323412134085 -0.00090983504159002494 0.0030383246744304653 0.0018125506738459194 0.0014269351556992489 -0.002379776304649822 0.0010877868762353441 0.0025822113586008305 -0.00021883905223791492 -0.0030547485689832771 0.0012335745046741845 -0.0017172382852139664
leaf_weight=0.0010154777893105474 0.001042363569982995 0.00109072501078189 0.0011776448861251501 0.0018931899739169636 0.0010732178545751489 0.0012496690348050565 0.0010058526070967355 0.0012279650061848835 0.0013692656433166297 0.0012675705192561892 0.0015797720238506239 0.00135077842775544 0.0015521558764700653 0.0014966250154984095 0.0013416956408249803 0.0011421344515721741 0.0013728471943905722 0.0012185212560380998
leaf_count=491 55 116 102 178 61 200 419 332 74 37 102 150 126 59 47 163 190 219
internal_value=0 7.84476e-05 0.000178185 7.47915e-05 0.000244676 0.000938628 0.000435056 -0.000399427 0.0016228 0.000472961 -0.000167941 -0.000406806 -0.000117039 0.000168819 0.00125813 -0.000416126 -0.00104136 -0.000153966
internal_weight=0 0.023452 0.0224096 0.021232 0.0193388 0.00721105 0.00596138 0.00350139 0.00245999 0.00249554 0.0121277 0.010548 0.0091972 0.00812398 0.00283832 0.00528566 0.0037335 0.00259137
internal_count=3121 2630 2575 2473 2295 1178 978 788 190 369 1117 1015 865 804 106 698 572 409
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=19
num_cat=0
split_feature=1374 150 15 484 15 2 16 1 42 0 52 16 43 13 13 13 160 151
split_gain=0.000182166 0.000225132 0.000363503 0.000255251 0.00023103 0.00022019 0.000196138 0.000220143 0.000376208 0.00031073 0.000256551 0.000257288 0.000341297 0.000248623 0.000208927 0.000190137 0.0001755 0.000158136
threshold=-0.094929999999999987 0.081835000000000019 -0.03241999999999999 -0.0068949999999999992 -0.24436499999999997 0.098035000000000011 -0.36241499999999999 0.12811000000000003 0.091465000000000005 -0.053834999999999994 -0.10286999999999999 -0.013324999999999998 -0.074974999999999986 -0.029529999999999997 -1.0000000180025095e-35 -0.092094999999999982 -0.079874999999999988 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 17 15 8 10 -9 -8 12 -12 -13 -14 -6 -15 -3
right_child=1 2 -4 4 6 -7 7 9 -10 -11 11 13 14 16 -16 -17 -18 -19
leaf_value=-0.0018983860045527685 -0.0022220156609690524 0.0022035755318826791 -0.0010665762489498931 0.0015293138012098966 -0.00012494607403763778 0.0035090436404282528 -0.0020853699434135895 0.0031067880340418328 -0.0023064907887809464 -0.00025326034805289071 0.0011901946012762921 -0.00019996461162195741 -0.0031126071287497599 0.0034170803763452708 -0.00041590418222914663 -0.002778053787957784 0.00099627429790906732 -0.00019799834165415959
leaf_weight=0.001021985008772929 0.0011654631973003335 0.0011123071806320439 0.0013088874066276004 0.0017885915481264903 0.0011256453743975214 0.0010354508411474228 0.0010009215474562896 0.0010572722908932519 0.001588176188238811 0.0012402645585325453 0.0015695691886048477 0.0017159896606722125 0.00101378797342494 0.0010962968879140167 0.0014448433770219973 0.0011150001647930426 0.0014324628032111961 0.0011631207570374502
leaf_count=55 475 91 124 209 51 120 327 24 393 34 274 96 497 65 116 87 50 33
internal_value=0 6.64932e-05 0.000965021 -0.000159666 -1.98313e-05 0.00176817 -0.00019975 1.2309e-05 -0.000258573 0.00129295 9.21389e-05 0.00035559 -0.000468782 0.00113791 -0.00152786 -0.0014452 0.00204577 0.000975973
internal_weight=0 0.0229741 0.00461977 0.0183543 0.0171888 0.00331088 0.0154002 0.0131596 0.010862 0.00229754 0.00927387 0.00827295 0.0040282 0.00424475 0.00245863 0.00224065 0.00252876 0.00227543
internal_count=3121 3066 368 2698 2223 244 2014 1876 1818 58 1425 1098 887 211 613 138 115 124
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=17
num_cat=0
split_feature=44 15 12 2 11 160 47 1374 0 16 0 16 3 49 0 52
split_gain=0.00016631 0.000228596 0.000237903 0.000164566 0.000174346 0.000176482 0.00023096 0.000191088 0.000193885 0.000544347 0.000405014 0.000240659 0.000178855 0.000162605 0.000137267 0.000128155
threshold=1.0000000180025095e-35 -0.15026499999999995 0.090695000000000012 -0.0091949999999999983 1.0000000180025095e-35 -0.091944999999999985 0.13148500000000005 -0.094929999999999987 -0.10607499999999999 -0.27167499999999994 -0.060129999999999996 -0.056919999999999991 0.013900000000000001 -0.006494999999999999 0.12500000000000003 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 9 -9 11 -10 14 -11 15 -12
right_child=-2 3 -4 4 -6 6 -8 8 10 13 12 -13 -14 -15 -16 -17
leaf_value=0.0024919803150973896 -0.001944866342624403 0.0017903216716816676 -0.00011922111971984571 -0.0019238290743151165 -0.0021178528987077106 -0.0019235448005332405 -0.0022313875499422342 -0.0014655477926067717 -0.00044887219002970926 0.0011445143727548861 0.00082861924943682086 -0.0036151354338073904 -0.00079962386444230155 0.003248848068589947 0.00014413749883239802 0.0032353381277416167
leaf_weight=0.0018530022053699349 0.0010793126695034507 0.0010508966844211534 0.0016831418417602162 0.0012731403331547589 0.0011880565196422657 0.0010045753284000378 0.0010686348940467391 0.001485710249844896 0.001384791239659287 0.0019746852586564057 0.0011464905627049937 0.0010801226307521894 0.0016377194939831696 0.0017515663741463046 0.0018223867751210321 0.0010919765637924569
leaf_count=249 60 102 77 363 174 54 35 107 854 91 82 603 79 74 39 78
internal_value=0 7.55216e-05 0.00124909 -0.000143348 -0.000256809 -0.000124585 2.36922e-05 0.000191276 0.000350111 0.00110769 -0.000133564 -0.00183633 0.000602964 0.00213368 0.00116862 0.00200267
internal_weight=0 0.0224969 0.00353614 0.0189608 0.0179099 0.0167218 0.0154487 0.01438 0.0133754 0.00521196 0.00816349 0.00246491 0.00569857 0.00372625 0.00406085 0.00223847
internal_count=3121 3061 326 2735 2633 2459 2096 2061 2007 272 1735 1457 278 165 199 160
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=19
num_cat=0
split_feature=1 51 42 12 2 42 4 44 12 48 0 52 4 1 1 47 0 0
split_gain=0.000153436 0.000203019 0.000179476 0.000171225 0.000205719 0.00020037 0.00016151 0.00015945 0.000218098 0.000213815 0.000387475 0.000155963 0.000155413 0.000199666 0.000241313 0.000133587 0.000144364 5.84429e-05
threshold=0.094825000000000007 0.08955500000000001 -1.0000000180025095e-35 0.098810000000000023 0.088930000000000023 0.084755000000000011 -0.083854999999999985 0.083555000000000018 -0.064509999999999984 0.12737000000000001 -0.18113999999999997 0.092650000000000024 -0.013125 0.10708500000000001 0.11249000000000002 0.13206500000000002 -0.10324499999999999 -0.033209999999999996
decision_type=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 -4 8 -2 10 -10 17 -12 -14 -15 16 -16 -6
right_child=7 -3 3 -5 5 -7 -8 -9 9 -11 12 -13 13 14 15 -17 -18 -19
leaf_value=-0.0018163756958552647 0.0022463645299865974 -0.0023534175792390816 0.00068761007561949771 -0.0016943171916573394 0.0014802342517156023 -0.00074566768859317184 -0.001516275519653569 -0.0014219114341115487 0.002594101231850862 -0.0015547046685529587 -0.0014401056657957223 6.9979563475968506e-06 0.0021046701999851551 -0.0017123089142754052 0.0023607163414877653 -0.00083780660378012721 0.00028148838679959944 0.0029719528388584527
leaf_weight=0.0012571472010122356 0.0012799345400555393 0.0010175683550818224 0.0011291287073621498 0.001042826594632118 0.0011727671057126798 0.0011221564610942036 0.0017712416375550415 0.0010002319743733787 0.0015160865324954668 0.0011987766524654839 0.0011867007232471164 0.0010061399870409105 0.0011165015895198086 0.0013094182511625974 0.001079486771228491 0.001083293253316242 0.0019314910512475665 0.0010168656934883558
leaf_count=682 266 232 92 112 49 325 646 43 64 49 224 21 54 40 52 17 116 37
internal_value=0 -0.000420095 -0.000213409 3.0524e-05 0.000279712 0.000909772 -0.000658292 0.000323205 0.000472373 0.000254503 0.000489659 0.00149106 7.56763e-05 0.000351555 -1.06713e-05 0.000533542 0.00102693 0.00217299
internal_weight=0 0.0105358 0.00951827 0.00826113 0.0072183 0.00431793 0.00290037 0.0127019 0.0117017 0.0104218 0.00922298 0.00319577 0.00770689 0.00652019 0.00540369 0.00409427 0.00301098 0.00218963
internal_count=3121 2196 1964 1282 1170 432 738 925 882 616 567 107 503 279 225 185 168 86
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=31 39 457 457 146 16 151 43 52 403 13 13 48 52 474 157 4 42 1 1 12 43 42 13 13 3 16 15 51 2
split_gain=0.00111587 0.00110704 0.000923436 0.000957748 0.00089159 0.00109308 0.00194345 0.00119276 0.00086978 0.000800301 0.000731313 0.000805725 0.000615927 0.00101713 0.000730747 0.00100155 0.000662631 0.000600981 0.00094639 0.00124899 0.000670863 0.000665079 0.00102714 0.000653736 0.000539625 0.000805279 0.000523873 0.000407509 0.000355366 0.000339553
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.15747999999999998 -0.0029299999999999994 0.12035500000000002 -0.5048999999999999 -0.084084999999999979 0.25787500000000008 0.41423000000000004 -0.088999999999999982 -0.53104499999999988 -0.47860499999999995 0.093265000000000015 -0.080979999999999983 0.085070000000000021 -1.0000000180025095e-35 -0.033174999999999989 -0.11466499999999999 0.10089500000000001 0.090840000000000018 0.092355000000000007 -0.51144999999999985 0.084695000000000006 0.0076650000000000008 -0.079969999999999986 -0.10519499999999998 -0.083539999999999989 -0.055554999999999993 0.090560000000000015 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 2 -2 -4 5 6 -5 8 9 -7 -11 -12 14 -14 15 -13 -16 -17 19 20 21 -19 23 26 -20 -26 29 -27 -15 -23
right_child=1 -3 3 4 -6 7 -8 -9 -10 10 11 12 13 28 16 17 -18 18 24 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0014006882493448509 0.00097155642690250374 0.0014007808944016681 -0.00097136692998064543 -0.00081901780811041247 -0.0012790034579861806 -0.0010981683324730609 0.00095834422773122111 -0.0013331265725392391 -0.0010109146461832667 -0.00096937506249573457 0.0010737781759118266 -0.0012208353696811218 -0.00041702522969226251 0.00024960596375469868 -0.00032098099999241576 -0.00087753895820222305 0.00098480490983250831 0.00098361285745069056 0.0011801035064085955 -0.0012060992384476657 -0.00090294593413586875 0.00038582668926796072 -0.0012671709427424624 -0.00055479129832187416 0.0011198139694382956 -0.00062558911062270822 -0.00013814302176435827 0.00043989365468220131 0.0012424129305665941 0.0013579333245282799
leaf_weight=0.0010569102386970277 0.0015763669323387566 0.0010062584368242247 0.0024454007683458725 0.0016253939769512726 0.0011683527736749957 0.001317125343831548 0.0046792540305808919 0.0015488654849915564 0.0018600607230787594 0.001416650620807757 0.0014633404175432565 0.0016508493652511716 0.0016929967177272687 0.0010431245353199605 0.0011697701614963307 0.0017225716470328214 0.0021863346207773296 0.0014460409570915527 0.0015028555648930464 0.0021227260480678476 0.0014834075666847477 0.0015984889774664935 0.0011576954010084073 0.001798308774933588 0.0013034485094181036 0.0017726372726638573 0.0018752575579387282 0.0011674492839688346 0.0021937830914549039 0.0012599487292241918
leaf_count=86 37 21 212 31 4 376 157 171 153 24 31 172 60 56 63 109 139 11 57 138 194 121 277 37 52 95 146 26 54 11
internal_value=0 -5.32129e-05 -8.29213e-05 -0.00011779 -7.16367e-05 -3.96195e-05 0.000500125 -0.000129753 -7.82725e-05 -2.7762e-05 1.49251e-05 5.90366e-05 9.78204e-06 0.00046247 -7.87153e-05 -0.000172112 0.000529673 -8.64512e-05 -1.27446e-05 -0.000225507 -2.94905e-05 0.000112336 -5.15068e-05 0.000163951 0.000459028 0.000203658 0.000436997 -0.000202507 0.000922471 0.000814314
internal_weight=0 0.0502548 0.0492485 0.0476721 0.0452267 0.0440584 0.00630465 0.0377537 0.0362049 0.0343448 0.0330277 0.031611 0.0301477 0.0049299 0.0252178 0.0218617 0.0033561 0.0202108 0.0184883 0.0127419 0.0106191 0.00913574 0.0076897 0.006532 0.00574639 0.00424354 0.0047337 0.00294009 0.00323691 0.00285844
internal_count=3121 3035 3014 2977 2765 2761 188 2573 2402 2249 1873 1849 1818 170 1648 1446 202 1274 1165 935 797 603 592 315 230 173 278 121 110 132
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=17
num_cat=0
split_feature=124 123 484 1 13 15 3 10 47 52 12 16 0 13 48 1
split_gain=0.000161996 0.000152529 0.000252473 0.00018126 0.000221419 0.000329575 0.000253471 0.000355691 0.000333457 0.000381593 0.000214556 0.000254748 0.000305157 0.000285052 0.000166157 0.000151321
threshold=0.11040000000000001 1.0000000180025095e-35 -0.0068949999999999992 0.077565000000000009 -0.094514999999999988 0.035560000000000008 -0.10519499999999998 0.039530000000000003 0.092530000000000015 -0.07167999999999998 0.098330000000000015 0.0057500000000000008 0.051010000000000007 -0.026374999999999999 0.092265000000000014 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 14 6 7 -6 9 -8 11 13 -13 -4 -5 -11
right_child=-2 -3 3 4 5 -7 8 -9 -10 15 -12 12 -14 -15 -16 -17
leaf_value=-0.0020281407984886978 0.0016001193287379495 0.0010411157347578225 0.0001532554383218212 0.0025896906648252859 0.0027380019140341369 -0.0020542272086099232 -0.0010408604245046799 -0.00044469137027462958 -0.0016910650010810685 9.3349218888136935e-05 -0.0024687448854402521 -0.00084854200145885613 0.0019743763998559521 -0.0030564682090362038 0.00023927921150679763 0.0021586335394783883
leaf_weight=0.0013063941301245238 0.001093241837223812 0.0019910981769160055 0.0010023193461384493 0.001133497749321589 0.0014964561113259851 0.0013226331379190279 0.001981765984709229 0.0011385238177155088 0.0019729789856475222 0.0010216947183270229 0.0010410276815085995 0.0014628016942319078 0.0013613811671842058 0.0010361961920712951 0.0010829788260835471 0.001811535447573398
leaf_count=488 30 253 501 154 133 298 109 19 126 85 237 164 29 355 50 90
internal_value=0 -9.19665e-05 -0.000203808 -7.74784e-05 0.000206387 -4.83308e-05 0.000233223 0.00136282 -0.000205269 0.000403546 -0.000700726 -0.00032222 0.00051223 -0.00147828 0.00144127 0.00141387
internal_weight=0 0.0221633 0.0201722 0.0188658 0.0129621 0.0107456 0.00942296 0.00263498 0.00678798 0.004815 0.00590373 0.0048627 0.00282418 0.00203852 0.00221648 0.00283323
internal_count=3121 3091 2838 2350 1064 860 562 152 410 284 1286 1049 193 856 204 175
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=18
num_cat=0
split_feature=52 1 14 147 52 376 157 2 2 3 0 49 42 2 0 15 49
split_gain=0.000141819 0.000254578 0.000332065 0.000287332 0.000251844 0.000217321 0.00020426 0.000147135 0.000249621 0.000460088 0.000371831 0.000169467 0.000164817 0.000210602 0.000137511 9.97898e-05 8.50222e-05
threshold=-0.40306999999999998 0.13686500000000004 0.054835000000000009 1.0000000180025095e-35 0.17829500000000004 0.048375000000000008 -0.08107499999999998 0.098260000000000014 0.11215000000000001 0.11924500000000002 0.13134000000000004 -0.047584999999999995 0.084050000000000014 0.084055000000000005 -0.10151999999999999 -0.033689999999999991 -0.083629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 11 10 -10 -9 16 13 14 -13 -3 -8
right_child=1 15 -4 -5 -6 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0016061572287467923 0.0019395036604198926 0.0027728090560014984 -0.0028025194125878101 0.0018435179330813843 -0.0021484730828590501 0.0020524148504094102 -0.00055099362894554143 0.0032177251255767736 0.0010198201243075454 -0.0025693424924755574 -0.00059948281171705536 0.0013487896128832277 -0.0026094652554237022 -0.0021328938275916682 -0.00097974508504373569 0.00065399315757098248 0.0013910615446601866
leaf_weight=0.0012340542715021932 0.0010275137392125053 0.0010124344107637073 0.0010019607424660562 0.0018820603159390705 0.0013510973272431994 0.0011457235550573772 0.0010657295601863015 0.0013023090006314963 0.001887015153732019 0.0014947570410051014 0.0010987067373662285 0.0012002586394572745 0.0014365312265305352 0.0014613046758564924 0.0011692262182443338 0.0010652923871106159 0.0010403733469936957
leaf_count=324 177 135 95 151 330 121 54 133 198 61 21 27 566 414 235 27 52
internal_value=0 7.81257e-05 -9.26758e-05 5.35944e-05 -0.000148362 2.79225e-05 -0.000135611 -0.000297679 0.000279396 -0.000566604 0.00147097 -0.000750265 -0.00121353 -0.000690055 0.00019977 0.00168645 0.000408343
internal_weight=0 0.0216423 0.0195646 0.0185626 0.0166805 0.0153294 0.0141837 0.0131562 0.00578279 0.00338177 0.00240102 0.00737342 0.00526732 0.00383079 0.00236948 0.00207773 0.0021061
internal_count=3121 2797 2635 2540 2389 2059 1938 1761 413 259 154 1348 1242 676 262 162 106
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=19
num_cat=0
split_feature=43 12 3 147 159 0 0 16 0 52 52 48 48 2 15 151 52 12
split_gain=0.000130264 0.000221883 0.000222589 0.000220263 0.000257925 0.000264854 0.000384215 0.000270386 0.000246335 0.000440907 0.000267643 0.000200016 0.000213543 0.000215485 0.000177294 0.000163568 0.00012451 9.34388e-05
threshold=0.24789500000000006 0.12757000000000002 0.20828500000000003 0.10271500000000001 -0.032739999999999991 -0.074479999999999977 -0.10607499999999999 0.064860000000000015 -0.053834999999999994 0.096795000000000006 -0.15026499999999995 0.11951500000000001 0.092475000000000016 0.079055000000000014 -1.0000000180025095e-35 -0.077429999999999985 -0.063789999999999986 0.078300000000000008
decision_type=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 11 14 -9 10 -10 12 13 -6 -7 -15 -17 -8
right_child=-2 -3 -4 -5 5 7 17 8 9 -11 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.0018279791784964422 -0.0015587261681107283 0.002138458137273641 0.0020381957770292053 -0.0021885899324945216 0.0018576205904535009 0.0031543088364659111 -0.00094128831627886191 0.0020607265035404881 -0.00018995553318682903 0.0016684632770843015 -0.0033346449930199179 -0.0017182723944255119 0.0023936329817936079 0.0011035582079940193 0.00081562449095686699 -0.00215528161468558 -8.6546951042598767e-05 -0.0028081242049136077
leaf_weight=0.0015747838500244074 0.0011154448304225286 0.0010627133019749371 0.0010555550204887068 0.0010818446688105601 0.0011172323854537983 0.0013302564892589408 0.0010128485645877205 0.001075733400932366 0.0012325924422731394 0.0013306803330124239 0.0011095247043524381 0.0010245263497310475 0.001058270907769554 0.0010006339827230981 0.0014745948693126775 0.0012510001061754039 0.0012597659456989874 0.0013486901086043473
leaf_count=383 188 75 132 26 32 144 99 109 162 17 64 29 46 69 193 66 139 1148
internal_value=0 6.94226e-05 -3.86871e-05 -0.000152376 -3.1347e-05 0.000138823 -0.000396079 0.000781336 0.000105922 -0.000466625 -0.00167968 0.000170912 0.000511258 8.08803e-05 0.00192479 -0.00048443 -0.0011173 -0.00200745
internal_weight=0 0.0214012 0.0203385 0.019283 0.0182011 0.0166264 0.00907297 0.00755338 0.00474853 0.0036728 0.00234212 0.00671143 0.0056869 0.00462863 0.00280485 0.0035114 0.00251077 0.00236154
internal_count=3121 2933 2858 2726 2700 2317 1628 689 352 243 226 381 352 306 337 274 205 1247
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=39 45 14 42 376 151 49 47 16 42 0 1429 13 133 160 41 160 2 484 148 2 457 2 4 15 12 4 0 12 1
split_gain=0.00134546 0.00114699 0.00121065 0.0010187 0.000870758 0.00078608 0.000745207 0.00109384 0.000829819 0.000591931 0.00075776 0.000679274 0.000727566 0.000641338 0.000801904 0.00075969 0.000697742 0.0010743 0.000673857 0.000516582 0.000491846 0.000480451 0.000429933 0.000429031 0.000557963 0.000423529 0.000404663 0.000645451 0.000587224 0.000253318
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 -0.26584999999999998 0.088470000000000007 -0.40381499999999992 0.13984500000000002 0.13206500000000002 -0.5048999999999999 -1.0000000180025095e-35 -0.10607499999999999 -1.0000000180025095e-35 -0.53104499999999988 0.098785000000000012 -0.091944999999999985 0.075585000000000013 0.086870000000000017 0.088930000000000023 -1.0000000180025095e-35 -0.080634999999999984 0.099515000000000006 0.088350000000000026 0.13501500000000002 0.23246000000000003 -0.098289999999999975 0.098810000000000023 -0.083854999999999985 -0.11437499999999999 0.090455000000000021 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 -1 3 -3 5 -5 7 8 19 10 -10 -11 -13 14 -14 16 18 -18 -16 -7 -21 -19 23 24 -20 26 -26 -28 -29 -12
right_child=-2 2 -4 4 -6 6 -8 -9 9 11 29 12 13 -15 15 -17 17 21 22 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0015163396661454815 0.0015163748139393736 -0.0015159983028421491 -0.0013049022036699164 -0.0013359979716236611 0.0011754827438601421 -0.00033988362329238306 0.0010368975705055356 -0.0014123678329099987 0.0004508699734445086 -0.0011321658528897739 -0.0015158884728371121 -0.0010721775240744005 -0.00077405073546561211 -0.00091022417107656053 -0.00060979125495906649 -0.00096321563559051762 -0.0014508918322525054 -0.00036014210318758026 -0.00036188269865696453 1.3296921541841034e-05 0.001243479214438222 0.00069217935020514127 -0.00032686416890699105 0.0013998322393900908 0.0012015711267133011 -8.6804873472369227e-05 0.001061569100101023 -0.00074286337733092699 0.0007973707161300584 -0.00059912740326358732
leaf_weight=0.0010493451973161419 0.001297323635462532 0.0010401688691388236 0.0017987148479967621 0.0010448340539959125 0.0014051794830782774 0.0010334234290496624 0.0015190991063227513 0.0012993435575339154 0.0010518826567960105 0.0011786465154577366 0.0013933970289983768 0.0012740580966976714 0.0019270108903533525 0.0013565676318592059 0.0011952042119784964 0.001127866430962853 0.0011576559227457475 0.0018507148044559774 0.0013490634339987607 0.0010634892126848349 0.0025067272156906739 0.0021603890172627871 0.0011111946019937155 0.0015632460056516093 0.003496640098718186 0.0014176093612476839 0.0024648656038195231 0.0012729157931479548 0.0010279726255486565 0.0013766387522475831
leaf_count=9 23 17 100 62 58 23 51 31 34 146 562 16 277 276 188 61 100 87 40 56 86 18 61 47 81 48 55 267 71 170
internal_value=0 -4.95719e-05 -8.7377e-05 -3.48164e-05 3.10745e-06 -3.88961e-05 -3.39551e-06 -4.65068e-05 3.68737e-06 -8.61555e-05 -0.000644376 -6.93725e-06 4.45615e-05 0.000102685 0.000162111 0.000247224 0.000315255 -0.0001646 0.000481729 0.000603861 0.000877035 0.00020664 0.000576931 0.000656685 0.000551352 0.000678626 0.000809954 0.000522624 -5.47298e-05 -0.00106028
internal_weight=0 0.0445139 0.0434645 0.0416658 0.0406256 0.0392205 0.0381756 0.0366565 0.0353572 0.0307535 0.00382192 0.0269316 0.025753 0.0244789 0.0231223 0.0211953 0.0200675 0.00516876 0.0148987 0.00460364 0.00357022 0.0040111 0.0137035 0.0125923 0.0110291 0.00968 0.00826239 0.00476575 0.00230089 0.00277004
internal_count=3121 3098 3089 2989 2972 2914 2852 2801 2770 2605 766 1839 1693 1677 1401 1124 1063 205 858 165 142 105 670 609 562 522 474 393 338 732
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=39 43 151 1348 1456 42 123 13 13 49 133 156 15 43 150 10 48 150 151 133 13 15 16 1 474 130 160 1 0 4
split_gain=0.00117 0.000850092 0.000663745 0.000999367 0.000810123 0.000708692 0.000755839 0.00105909 0.000904539 0.000838501 0.000509724 0.000489427 0.000482026 0.000483355 0.000784099 0.000632413 0.000590358 0.00099784 0.000613716 0.000530462 0.000419683 0.000444134 0.00041966 0.00048729 0.000372344 0.000658518 0.00036112 0.000431087 0.000971144 0.000382469
threshold=0.16946000000000003 0.39192500000000002 -0.40381499999999992 0.090205000000000021 -1.0000000180025095e-35 -0.12995999999999999 0.091310000000000016 -0.53104499999999988 -0.39067499999999994 0.10247500000000002 0.09389500000000002 0.11896500000000002 -0.46743999999999997 -0.070064999999999975 0.12820000000000001 0.0036750000000000007 0.086125000000000021 0.095565000000000011 -0.077429999999999985 -0.0061299999999999992 -0.10664 0.035560000000000008 -0.0057949999999999989 0.095285000000000022 0.085500000000000007 -1.0000000180025095e-35 -0.088079999999999978 0.099400000000000002 -0.084044999999999995 -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 2 -1 4 -4 -6 7 -7 -9 10 11 12 -10 24 15 16 18 -18 -15 -20 -21 22 23 -22 25 -14 -27 28 -28 -30
right_child=-2 -3 3 -5 5 6 -8 8 9 -11 -12 -13 13 14 -16 -17 17 -19 19 20 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0011383966580358238 0.001400789374494036 -0.0013002780301879188 -0.001070978985259729 0.0013489003940564072 -0.00080633107193676099 -0.0011129472650947098 0.0010941823705774487 0.0007974220249056652 0.00090777211321309943 0.00073894972656244587 -0.00083051358857677722 -0.00098954691147134545 -0.00067403424425004012 0.0009931567452477984 0.00068060686827342153 -0.001251584577721204 -0.0012666724387822694 0.00018937251592761545 -0.00093109746634885057 0.00079207848637014543 -0.00074428446308519509 -0.00083859508649284688 0.00065600006945415619 0.00046018687493388409 -0.00058236203373638273 -0.00034502473763220931 -0.00067659764799192523 0.00096108858652575735 -2.7762514684254051e-05 0.00098180916589431602
leaf_weight=0.0010194588857759248 0.0011160487429293644 0.0010426233135762955 0.0014138768180438901 0.0010582083752730389 0.0020006148927556025 0.0015732854547536581 0.0013091339897253187 0.0029981463186512505 0.0011160085800150333 0.002729456763213455 0.0016394320689416811 0.0010030463613350795 0.0012500632517244989 0.001050871383743158 0.00181516855150221 0.0012412513145250168 0.0022488123849302441 0.0015653486007067841 0.0013920416354722426 0.0011418849484527982 0.0016097253273699152 0.0013524276520031631 0.0015781477095018221 0.0011147589856932427 0.0010959225993811836 0.0010838449732717432 0.0014855081690905454 0.0027662937726553594 0.0010560257269389695 0.002426785645138093
leaf_count=63 23 117 283 33 126 19 101 91 64 163 368 74 44 46 13 14 104 15 445 31 26 97 80 22 122 151 144 111 15 116
internal_value=0 -5.01996e-05 -2.1323e-05 4.49092e-06 -2.85498e-05 6.8422e-06 4.78792e-05 1.21474e-05 6.02989e-05 -5.15777e-06 -7.06037e-05 -2.82202e-05 5.74338e-06 -3.1165e-05 -0.000186348 -0.000296431 -0.000205609 -0.000669105 -1.4281e-05 -0.000143563 1.77274e-05 -0.000138632 8.13848e-05 -0.000251459 0.000192766 0.000277136 0.000411969 0.000518046 0.000271366 0.000675696
internal_weight=0 0.0461782 0.0451356 0.0441161 0.0430579 0.041644 0.0396434 0.0383343 0.036761 0.0337628 0.0310334 0.0293939 0.0283909 0.0272749 0.0161104 0.0142953 0.013054 0.00381416 0.00923986 0.00818899 0.00679694 0.00565506 0.00430263 0.00272448 0.0111644 0.0100685 0.00881846 0.00773461 0.00496832 0.00348281
internal_count=3121 3098 2981 2918 2885 2602 2476 2375 2356 2265 2102 1734 1660 1596 893 880 866 119 747 701 256 225 128 48 703 581 537 386 275 131
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=16
num_cat=0
split_feature=44 159 52 13 3 2 15 12 1 15 12 4 52 0 43
split_gain=0.000140274 0.000169884 0.000272898 0.000234892 0.00025992 0.000252283 0.000213582 0.000175712 0.00056376 0.000189921 0.000188266 0.000400604 0.000255474 0.000239002 4.58777e-05
threshold=1.0000000180025095e-35 -0.22563499999999997 0.11434500000000002 -0.23438999999999996 0.12178000000000001 0.12358500000000001 -0.15914499999999995 0.092355000000000007 0.11588000000000001 -0.095869999999999983 -0.029094999999999999 0.0061450000000000003 0.0031350000000000002 -0.060129999999999996 0.10915000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 5 6 -5 9 -9 -8 -11 12 13 -12 -3
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.0017546920377835412 -0.0015459072062051816 0.0019435941218608258 -0.0016216062849674466 0.0013290981047145169 -0.0019729215104858588 0.0021787040668357375 -0.0012888122719699139 -0.0036774071723068699 0.00055112222152006902 -0.0011260689678476666 -0.0020040363121959703 0.0022025336189086752 0.0011889455826247829 0.00037173949337696916 0.00073543420681466845
leaf_weight=0.0010415978420906793 0.0010448503627316077 0.0012929755197368343 0.0017922413338725953 0.0018179803642320276 0.0011999572019760754 0.0010054699526731445 0.0017416366221389397 0.0010325975088132386 0.0013262822453725676 0.0014699024640956173 0.0015814302630544749 0.0019678993542947554 0.001824132206285578 0.0015380358592800413 0.0010477534871877747
leaf_count=178 60 103 301 130 47 151 169 526 55 125 603 119 414 111 29
internal_value=0 6.3833e-05 -2.15033e-05 0.000130665 -4.97448e-05 0.000101034 -4.50531e-05 -0.000245197 -0.00129991 5.73861e-07 0.000268505 0.000565097 -8.67184e-05 -0.000832673 0.0014028
internal_weight=0 0.0216799 0.0206383 0.0188461 0.0165053 0.0153054 0.0142999 0.0124819 0.00235888 0.010123 0.0083814 0.0069115 0.0049436 0.00311947 0.00234073
internal_count=3121 3061 2883 2582 2450 2403 2252 2122 581 1541 1372 1247 1128 714 132
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=39 43 42 123 13 13 133 160 1374 1429 1213 456 1374 457 1456 34 4 151 49 49 16 1 15 15 16 12 3 0 1 4
split_gain=0.00109405 0.000911661 0.000640999 0.000918457 0.000976019 0.00118909 0.000706959 0.000619879 0.000623 0.000630958 0.000571536 0.0006159 0.000512639 0.000572077 0.000671727 0.000515984 0.000527302 0.000354708 0.000755515 0.000460796 0.000529558 0.000880609 0.000889838 0.000440164 0.000484823 0.000624164 0.000390569 0.000373412 0.000335329 0.000311547
threshold=0.16946000000000003 0.39192500000000002 -0.12995999999999999 0.091310000000000016 -0.53104499999999988 -0.23438999999999996 0.09389500000000002 -0.40698999999999991 0.093235000000000012 -1.0000000180025095e-35 -0.080769999999999995 0.085215000000000013 -0.094929999999999987 0.092360000000000012 -1.0000000180025095e-35 -0.08786999999999999 -0.46376499999999993 -0.090369999999999992 0.10247500000000002 0.005085000000000001 0.0065250000000000004 1.0000000180025095e-35 0.083935000000000023 -0.10203999999999998 -0.14322499999999996 0.12477500000000001 -0.091354999999999978 -0.10151999999999999 0.11323000000000001 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 7 -7 9 -9 -11 12 -12 14 -14 -16 -17 -18 19 20 21 22 -19 24 25 -23 -22 29 -6 -25
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 11 -13 13 -15 15 16 17 18 -20 -21 26 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00071879140145495086 0.0012687404868975871 -0.001192460352002963 -0.0010291764749995164 0.00099979395114987274 0.00045258897039713409 -0.00082119048742438001 -0.00086257298115807138 -0.00086232732272991926 -0.00091969213584270596 -0.00083714439936134234 -0.00053853560053271582 -0.00081978137350875941 -0.00083898001020368622 0.00098969520824536807 -0.00067462730562606538 -0.00044499969552395984 -0.00028857406702695613 -0.0011273653155889633 0.0011549668286497299 -0.00049499446958876079 0.0010904547930623717 0.00088921506686233094 0.00040190851825618463 0.00028852892329873171 -0.00058412704521437504 -0.00031872491830611712 0.00028684911395162596 0.00013282922704128719 0.0012683961793675822 0.001075825523982657
leaf_weight=0.0019436166573674188 0.0010593488536940745 0.0010691385808674339 0.001456859818887323 0.0015029437951334925 0.0028487073909673191 0.0014380280894084043 0.0016302563726288124 0.0011386366934273964 0.0010724172156386649 0.0010105703008642655 0.0015470647001905027 0.0010494289092317635 0.0010225601237782147 0.0014407147772317322 0.0010109972151508542 0.0016186850218744405 0.0014920651045311475 0.0014287927740579557 0.0017213148516148627 0.0011691015714369027 0.0021918432545007249 0.0015524939331346133 0.0010707328378032344 0.001173507180560307 0.0012997169384387644 0.0012359065876808017 0.0017493915898492132 0.0018301908755109812 0.0011327784249859363 0.0025997096327614426
leaf_count=142 23 117 20 106 31 192 465 130 38 256 32 137 145 44 29 87 73 123 58 100 45 66 211 41 34 3 91 167 87 28
internal_value=0 -3.54463e-05 -6.93004e-06 2.64613e-05 -1.01721e-05 2.8412e-05 -4.73396e-05 -6.89883e-06 3.03627e-05 6.39291e-05 0.00010003 0.000133609 0.000170454 0.000213287 0.000167001 0.000211447 0.000251921 0.00030691 0.000353617 0.000273891 0.000329612 0.000198956 -0.000472264 0.000372069 5.56214e-05 0.000353818 0.000733759 0.000602942 0.000684695 0.000830969
internal_weight=0 0.0444482 0.043379 0.0414354 0.0399325 0.0384756 0.0344941 0.0328639 0.0314258 0.0303534 0.0292148 0.0282042 0.0271548 0.0256077 0.024167 0.0231444 0.0221335 0.0205148 0.0190227 0.0173014 0.0161323 0.0121911 0.00249953 0.00969153 0.00408812 0.0027884 0.00394123 0.00560341 0.00398149 0.00377322
internal_count=3121 3098 2981 2839 2733 2713 2595 2130 1938 1900 1770 1514 1377 1345 1301 1156 1127 1040 967 909 809 673 334 339 103 69 136 236 118 69
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=39 457 42 376 1213 457 146 16 151 43 1456 1 15 42 160 133 2 1 13 52 3 160 16 4 1 16 3 2 1 0
split_gain=0.00142294 0.000820972 0.00077232 0.000996017 0.000667373 0.000702041 0.000738764 0.000931795 0.00178455 0.000814367 0.000791681 0.00083625 0.000871369 0.000736762 0.000716716 0.000725054 0.000659715 0.000902077 0.00059476 0.000573614 0.0005217 0.000554682 0.000942562 0.000742403 0.000496441 0.000467532 0.000560799 0.000373419 0.000423067 0.000532451
threshold=0.16946000000000003 -0.15747999999999998 -0.26584999999999998 0.088470000000000007 -1.0000000180025095e-35 -0.0029299999999999994 0.12035500000000002 -0.49446999999999991 -0.084129999999999996 0.24789500000000006 -1.0000000180025095e-35 0.11323000000000001 0.091650000000000023 -0.0060199999999999993 -0.090969999999999981 0.098785000000000012 0.11215000000000001 0.10374500000000002 0.11596500000000001 -0.069804999999999992 0.10299500000000002 0.099315000000000014 -0.056919999999999991 0.010840000000000001 0.11039500000000001 -0.0087049999999999992 -0.10519499999999998 0.14122000000000004 0.11669000000000002 -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=1 -1 -3 4 -4 -6 7 8 -7 10 -9 12 13 19 -15 16 17 18 20 -12 21 22 23 -16 -18 -24 -27 28 -13 -30
right_child=-2 2 3 -5 5 6 -8 9 -10 -11 11 27 -14 14 15 -17 24 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.00093398418637991769 0.0014573650386301728 -0.0014571382435906713 -0.0010803723505521683 0.0010757402731526953 -0.0010164024914297944 -0.00099590711922833953 -0.0013326955051089482 -0.0011911999318979648 0.00090969997531354762 -0.0013748112449945497 -3.8353240013221178e-06 0.00092107981491281355 -0.0014006932062199549 -0.0010275371571904065 0.001020368360269557 -0.0010088273793190613 0.00010733814366825059 0.001165520534020404 0.00093715385027656089 -0.0013540211343719235 0.00072824357304778929 -0.001091742004812024 -0.0012642702706057332 -0.00036193717628561127 -0.0012495680948203559 0.0005683348551984022 -0.00072680047683060624 0.0011303107644685801 -0.00038338020799766369 0.00077340304316488191
leaf_weight=0.0012720011194957683 0.0010979368206704967 0.0011026174886286091 0.0020043462883723153 0.0012193705708518623 0.0022207340291340296 0.0014058960739475879 0.001134708360041258 0.001580714989232789 0.0040418852016843509 0.0012741177316277765 0.0010366474686998028 0.0012472010267998703 0.0013422887319187718 0.0015773158141418877 0.0022200045840441327 0.0013968129019397138 0.0010461716103371535 0.0018082196939896997 0.001446373932822099 0.0018773492134640515 0.0015254595616056585 0.001254676804685495 0.001243150760670708 0.0013120937750521477 0.0012634629081276216 0.0011986247319555219 0.0017394386768179579 0.0010447529038559722 0.0029121468238368919 0.0011895409066446927
leaf_count=38 23 18 489 54 210 30 4 214 181 153 97 35 248 116 79 135 56 87 14 258 24 48 79 23 12 44 146 65 73 68
internal_value=0 -0.000220484 -0.000252641 -0.000222838 -0.00025937 -0.000219564 -0.000174329 -0.000139725 0.000417924 -0.000233095 -0.000186564 -0.000133062 -0.000261194 -0.000191498 -8.7045e-05 -2.05525e-06 8.55211e-05 0.000206557 6.13277e-05 -0.000873696 -5.93926e-05 -0.00019337 -4.72373e-05 0.000506873 -0.000634944 -0.000515325 -0.000198432 0.000333644 0.000178038 -4.78986e-05
internal_weight=0 0.0469381 0.0456661 0.0445635 0.0433441 0.0413398 0.0391191 0.0379843 0.00544778 0.0325366 0.0312624 0.0296817 0.0232881 0.0219458 0.0190318 0.0174545 0.0160577 0.013748 0.0119398 0.002914 0.0104934 0.00896799 0.00771331 0.0035321 0.00230963 0.00418121 0.00293806 0.00639364 0.00534889 0.00410169
internal_count=3121 3098 3060 3042 2988 2499 2289 2285 211 2074 1921 1707 1466 1218 863 747 612 544 457 355 443 419 371 102 68 269 190 241 176 141
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=18
num_cat=0
split_feature=52 1 14 147 11 376 3 2 52 47 16 3 52 42 13 0 16
split_gain=0.000137069 0.000222473 0.000261757 0.000245138 0.000240336 0.000269741 0.000277264 0.000437092 0.000308966 0.000247366 0.000214958 0.000234065 0.000368718 0.000226163 0.000194998 0.000159444 2.80897e-05
threshold=-0.40306999999999998 0.13686500000000004 0.023790000000000002 1.0000000180025095e-35 0.087830000000000005 0.048375000000000008 -0.12018999999999998 0.10882500000000002 0.11434500000000002 0.092710000000000015 -0.094359999999999986 0.090900000000000009 -0.07167999999999998 0.083995000000000014 0.043850000000000007 -0.18113999999999997 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 14 9 10 15 13 -13 -12 -2 -8 -3
right_child=1 16 -4 -5 -6 -7 8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0015457572351717599 0.0012579880722950402 0.0020925962674495416 -0.0024231413686590332 0.0016679076709723562 -0.0022465315717950991 0.0022118975166494637 -0.0024256825142889142 0.0035057378570145827 -0.0025113558482181032 -0.0017181174391642478 -0.0013374129533298134 0.00025331180096027395 0.0039537675692617067 0.0013439409839682019 -0.0016962197591528806 -4.333176284887739e-06 0.00098390212111011048
leaf_weight=0.0012522067961915897 0.0010021732869915862 0.0010490024782201504 0.0010220475946880461 0.0018669726039455261 0.0011354283167577242 0.0011573914665841114 0.0010130322607437847 0.0010908975728334269 0.0014986022918278006 0.0019435581471032868 0.0016844268758308507 0.0014801214844730737 0.0010215654984087053 0.0012156945821417131 0.0010039441815372641 0.0015360127818152243 0.0010037703903194028
leaf_count=324 34 139 98 150 49 122 19 34 388 158 611 48 34 599 50 241 23
internal_value=0 6.62781e-05 -8.85977e-05 3.934e-05 -0.000141827 1.08977e-05 -0.000164907 0.00109209 -0.000506602 -0.000202963 0.000167411 0.000702545 0.0017644 -0.000213423 -0.00022042 -0.000966617 0.00155046
internal_weight=0 0.0217246 0.0196719 0.0186498 0.0167828 0.0156474 0.01449 0.00309702 0.011393 0.00989441 0.00795085 0.00540181 0.00250169 0.00290012 0.00200612 0.00254905 0.00205277
internal_count=3121 2797 2635 2537 2387 2338 2216 118 2098 1710 1552 1292 82 1210 84 260 162
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=18
num_cat=0
split_feature=1 4 15 43 16 44 13 3 2 457 4 2 2 51 12 15 47
split_gain=0.000135754 0.000272651 0.000240515 0.000262347 0.000227018 0.000164478 0.000192403 0.000215958 0.000203659 0.0002083 0.000214004 0.000323788 0.000316824 0.000269106 0.000154541 0.000229695 0.000125496
threshold=0.077565000000000009 -0.083854999999999985 0.035560000000000008 0.070450000000000013 0.0057500000000000008 1.0000000180025095e-35 -0.17933499999999997 0.12745000000000004 0.12299 -0.0029299999999999994 -0.0092149999999999992 1.0000000180025095e-35 0.086675000000000016 0.087505000000000013 0.10345000000000001 -0.11033999999999998 0.092710000000000015
decision_type=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 -2 8 9 -8 12 14 -11 -13 16 -16 -12
right_child=5 4 -4 -5 -6 -7 7 -9 -10 10 11 13 -14 -15 15 -17 -18
leaf_value=-0.0018162180079354579 0.0021500415423527262 -0.0027505689574173838 0.0020773305825330999 0.0009584053757122435 -8.4691293322259188e-05 -0.0015566197223303166 -0.0017732675378685872 -0.0018298884641856784 0.0022012463407198053 0.00065900559218244918 0.00030934160160104099 0.0029349389655452069 -0.0027922983833022644 0.00020727332550765881 -0.00046382248169452625 0.0025370323008841802 -0.0015060193052072407
leaf_weight=0.0014658152815929517 0.0011144255726613919 0.0016267845174976758 0.0010455071171852487 0.0013644742117548958 0.0011174025212685734 0.0010241355426217061 0.0010453842979383276 0.0010233608191887447 0.0011175244631675416 0.0012224568064330725 0.0015166006138186954 0.0018851307099847503 0.0010050325842758667 0.001245661539314824 0.0011207680359746064 0.0010016788655633491 0.0016475344185629126
leaf_count=43 141 990 288 22 293 60 85 42 131 430 120 124 187 28 17 35 85
internal_value=0 -0.00056675 0.000210884 -0.00047858 -0.00166505 0.000208834 0.00032981 0.000183148 0.000343992 0.000166449 0.00035694 0.000689089 -0.000898206 0.00184967 1.77492e-06 0.000952417 -0.000635899
internal_weight=0 0.00661998 0.0038758 0.00283029 0.00274419 0.0159697 0.0149456 0.0138311 0.0128078 0.0116902 0.0106449 0.00841737 0.00222749 0.00313079 0.00528658 0.00212245 0.00316414
internal_count=3121 1636 353 65 1283 1485 1425 1284 1242 1111 1026 409 617 152 257 52 205
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=15
num_cat=0
split_feature=124 4 0 42 43 12 48 160 474 1 12 52 4 49
split_gain=0.000123571 0.000135915 0.000158324 0.000234955 0.000202753 0.00022303 0.000194136 0.000192354 0.000309458 0.000217808 0.000316596 0.000179792 0.00020422 0.000353865
threshold=0.11040000000000001 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 0.092550000000000007 -0.080454999999999985 -1.0000000180025095e-35 0.084660000000000027 0.12456000000000002 0.095330000000000012 0.0031350000000000002 0.061775000000000004 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 8 -8 10 11 12 13 -9
right_child=-2 2 4 6 -6 -7 7 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0012881112124670296 0.0013610239524769047 -0.001578217396152758 0.0027374037710477155 -0.001731225734844652 -0.0004078878590669852 0.0002132570624707076 -0.0018371396231929263 0.00070531409749922383 0.00089919953862490905 0.0017357468143004433 -0.0016954812485084705 0.0016603010115961887 0.0012103726372702593 -0.0020026770280714987
leaf_weight=0.0014827368914938069 0.0010571678241531038 0.0018058645848454116 0.001217458747648891 0.001017960109050974 0.0015654656459687111 0.0011656550738941007 0.0018233763045871479 0.0018429650623050806 0.0011443271316382564 0.0017491796943325264 0.0013469379837598439 0.0016883537189541498 0.0018450094418565044 0.0014802132677199679
leaf_count=155 30 813 102 71 33 49 546 111 162 131 203 248 104 363
internal_value=0 -8.3878e-05 6.79292e-06 -0.000178412 0.000745262 0.00150277 2.94815e-06 0.000139579 -0.000782025 0.000414385 0.000132638 0.000491765 0.000110025 -0.000500882
internal_weight=0 0.0211755 0.0196928 0.0157442 0.00394858 0.00238311 0.0139383 0.0129204 0.0029677 0.00995266 0.00820348 0.00685654 0.00516819 0.00332318
internal_count=3121 3091 2936 2752 184 151 1939 1868 708 1160 1029 826 578 474
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=31 146 45 1374 151 4 11 15 158 133 156 3 48 3 0 40 42 2 1374 2 43 15 0 1 3 11 2 150 47 13
split_gain=0.00112004 0.000791981 0.00112165 0.000764763 0.00070604 0.000680249 0.000988871 0.000735255 0.000828769 0.000818498 0.000691867 0.000709393 0.000454217 0.00044063 0.000812694 0.000959019 0.000951379 0.000694702 0.000632087 0.000510974 0.000470264 0.00043377 0.000401745 0.00066137 0.000550222 0.000505111 0.000366554 0.000552988 0.000328136 0.000292434
threshold=-1.0000000180025095e-35 0.12035500000000002 -1.0000000180025095e-35 0.093235000000000012 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.098289999999999975 0.09031500000000002 0.10622000000000002 0.091255000000000017 0.13524500000000003 0.084855000000000014 -0.12018999999999998 -0.11013499999999998 0.064905000000000018 0.083995000000000014 0.096540000000000015 -0.094929999999999987 0.089125000000000024 -0.084004999999999982 -1.0000000180025095e-35 -0.15350499999999997 0.122185 -0.10519499999999998 0.087830000000000005 0.079055000000000014 0.081835000000000019 0.09585500000000001 -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=-1 2 -2 4 -4 6 7 12 9 10 11 13 -6 21 18 16 17 -16 -15 20 -18 -9 28 24 25 -24 -20 -28 -7 -13
right_child=1 -3 3 -5 5 22 -8 8 -10 -11 -12 29 -14 14 15 -17 19 -19 26 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014864492900684748 0.00148653106715337 -0.0013625242830697646 -0.0012626789129327591 -0.0013033603909040267 -0.0014433984338184322 0.0014861375264067264 -0.0014860975720959 0.0013141639068472903 -0.0012935564678637637 -0.00096515655682139401 -0.00078311600030741364 0.0014863198035490637 -0.00024617425310751074 -0.00042777439527924707 -0.0014334541740020604 0.00092300272843554205 0.0012322306478261174 -0.00017350250726801291 0.001469856859223444 -0.00073314598044768695 -7.1019503132989717e-05 0.00023076270704449104 0.00097644938319918159 0.0011221342174368284 -0.00060814795981413764 -0.00026273951580908881 -0.00012795595635651998 0.0010221460568359598 0.00035915445428967563 0.00052466984667164736
leaf_weight=0.0010628829538792397 0.0010547665255735686 0.0010032960999524212 0.0010042010781052815 0.0010732183536745757 0.0012485716141572558 0.0010958148258843892 0.0011047581851517654 0.0011659484255588382 0.0010151529960291663 0.0015659335769993002 0.0016549659038604938 0.0011248439839164348 0.0015921351607004475 0.0015044163974380353 0.0026136477476136552 0.0012527887026863036 0.001003776613837104 0.0015333003887096908 0.0010145251108042335 0.0012092691318059678 0.0015642261174342309 0.0027196730763421216 0.001475674479429756 0.0013016880049134816 0.0022847662364746668 0.0014305634804259171 0.0018015015371659615 0.0018936086232574922 0.0011901734065986602 0.0018415612493143376
leaf_count=86 21 4 62 41 76 63 129 24 188 359 140 13 151 15 509 10 73 128 6 216 336 54 30 121 94 17 50 36 22 47
internal_value=0 -5.76038e-05 -2.66789e-05 -6.5343e-05 -3.22979e-05 -7.81365e-07 -0.00010593 -5.39256e-05 2.31518e-05 7.5644e-05 0.000143843 0.000212812 -0.000772388 0.000108707 -4.18021e-06 -0.000285172 -0.00047618 -0.000967597 0.000410793 6.33322e-05 0.000438393 0.000555856 0.000363635 0.000175004 -6.24966e-05 0.000366472 0.000678659 0.000461429 0.000899387 0.000889322
internal_weight=0 0.0433388 0.0423355 0.0412807 0.0402075 0.0392033 0.0304246 0.0293198 0.0264791 0.025464 0.0238981 0.0222431 0.00284071 0.0192767 0.0153911 0.00917701 0.00792422 0.00414695 0.00621405 0.00377727 0.002568 0.00388562 0.00877868 0.00649269 0.005191 0.00290624 0.00470964 0.00369511 0.00228599 0.00296641
internal_count=3121 3035 3031 3010 2969 2907 2560 2431 2204 2016 1657 1517 227 1457 1379 1272 1262 637 107 625 409 78 347 262 141 47 92 86 85 60
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=17
num_cat=0
split_feature=52 1 12 48 1 0 43 1 48 1 48 12 43 4 1 0
split_gain=0.000125779 0.000193108 0.000213387 0.000190136 0.000306564 0.00022837 0.000218911 0.000217057 0.000299292 0.000257845 0.000216857 0.000184163 0.000175939 0.000124493 4.02549e-05 3.54025e-05
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 0.12649500000000002 0.11323000000000001 -0.23091999999999999 -0.072864999999999985 0.10708500000000001 0.085700000000000012 0.086105000000000015 0.081275000000000014 0.084100000000000022 0.05259500000000001 0.24564500000000003 0.094825000000000007 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 9 12 11 15 -8 -6 -11 -7
right_child=1 -3 -4 -5 13 6 7 -9 -10 14 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013932257809991704 0.0015598802928355824 0.0013509026861188787 -0.0015983621127388379 -0.0017482922912754643 0.00059327434076649756 0.00030702712607969857 -0.002056312006955678 -0.0023865044217784705 -0.0022218250086406561 0.00064155711123228484 0.0022592023268792095 -0.00097999550178795212 0.00015430917761127482 0.0026538469972135987 0.00183944331255472 0.0014488191901732876
leaf_weight=0.0012006815224491754 0.0014967361005098169 0.0020173585297184595 0.0016089857133604326 0.0010386026171138587 0.0010632788793447636 0.0010007543706869182 0.0011766598178770196 0.0012475774142597373 0.0013449898862440413 0.0010613197085194148 0.0010225947363482479 0.00191349805289176 0.0016667221907096241 0.0011907806732269766 0.0010888083784053038 0.0010835016703838445
leaf_count=324 73 162 108 60 78 123 602 44 138 205 199 561 189 123 92 40
internal_value=0 6.33208e-05 -7.33559e-05 6.7696e-05 0.000183002 -5.65516e-05 -0.000248467 -0.000717679 -0.000389212 0.000104397 0.000460543 4.59575e-07 -0.000760499 0.00168184 0.00124816 0.000900588
internal_weight=0 0.0210222 0.0190048 0.0173958 0.0163572 0.0141032 0.0126064 0.00758608 0.0063385 0.00499351 0.00502035 0.00399775 0.00284338 0.00225406 0.00215013 0.00208426
internal_count=3121 2797 2635 2527 2467 2266 2193 1270 1226 1088 923 724 791 201 297 163
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=31 151 150 4 50 2 158 403 159 13 13 160 52 133 12 49 47 47 0 42 2 13 4 2 48 16 16 16 3 0
split_gain=0.00107191 0.000768653 0.000695226 0.000738389 0.000785733 0.000785224 0.000728565 0.000744994 0.000690892 0.000562358 0.000768002 0.000532715 0.000490096 0.000639575 0.000664028 0.000582016 0.000647905 0.00137303 0.00104118 0.000491747 0.000650663 0.000428412 0.000426949 0.000786772 0.000365045 0.000346415 0.000252681 0.00017978 0.000347072 0.000139308
threshold=-1.0000000180025095e-35 -0.40381499999999992 -0.22665999999999997 0.27044500000000005 0.11875500000000001 0.113445 0.08962500000000001 -0.088999999999999982 0.088450000000000015 -0.53104499999999988 -0.47860499999999995 -0.22361499999999998 1.0000000180025095e-35 0.085895000000000013 0.091545000000000015 -0.081404999999999991 0.10783500000000001 0.13148500000000005 -0.23091999999999999 1.0000000180025095e-35 0.092235000000000025 -0.0034749999999999994 -0.39518999999999993 0.10097500000000002 -0.032929999999999994 -0.50339499999999993 -0.27167499999999994 -0.014034999999999997 -0.026224999999999995 -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 6 5 24 7 -4 9 -9 -11 -12 15 14 22 19 18 -18 -17 20 -13 -10 -14 29 -5 -26 -20 -28 -29 -24
right_child=1 2 3 4 -6 -7 -8 8 21 10 11 12 13 -15 -16 16 17 -19 26 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.001400674140990185 -0.001206251365869193 0.0010680858294360555 -0.001169212449520543 0.00082337328918029632 -0.00079957248735155735 0.0012600015389997916 -0.0011989150273511626 -0.0010511019491152506 0.0011409148225858807 0.00088830255115951819 -0.00089898618055580777 -0.00084859289557956364 0.0012008878739372092 -0.00067484403392578099 -0.00054755018752978548 0.00039721875003096758 0.0010223679002698384 -0.00080342119394539774 -0.00027410804608354747 0.00092119021087269659 0.00050967435587409462 -4.9305552661079413e-05 0.00046130064180004859 -0.00047610236633294548 -0.00054845777146193765 0.00041578689171650979 -0.0012640878499762054 -0.0012297676341902482 -0.00018801707939507554 0.0011195322806744439
leaf_weight=0.0010156968290191406 0.0011075336082706491 0.0011120046079540194 0.001233191836776947 0.0012600876736854616 0.0010000282916280412 0.0020000030008253677 0.0012346771827324013 0.001220584449811212 0.001448417679746683 0.0015175197891039707 0.0016810708815406241 0.00128188498404569 0.0015513298194491654 0.0013849218883772441 0.0012633216695097094 0.00158417083866879 0.0016495864482477538 0.0015824675850524272 0.0011288027751543625 0.0013227767226398068 0.0015017867691460296 0.0010041064954009462 0.0011908226030388214 0.0014778672370745483 0.0014981015346293702 0.0014260506025494104 0.0026027092333662447 0.0013317113942348177 0.0011852618179260255 0.001339873337734776
leaf_count=86 64 22 387 32 15 171 217 13 109 14 209 39 12 116 133 12 42 22 24 58 40 64 188 34 35 51 342 409 74 87
internal_value=0 -5.51122e-05 -2.40279e-05 -5.44625e-05 0.00035205 0.000538274 -0.000143723 -0.000102343 -5.88513e-05 -0.000121709 -7.90268e-05 -0.000137603 -8.28564e-05 0.000192782 0.000368885 -0.000231986 -0.000399075 0.000128431 -0.000616745 0.000218231 -0.00011581 0.000653618 0.000577118 0.000335717 0.000193299 -7.82149e-05 -0.000873814 -0.00100604 -0.000739199 0.0008098
internal_weight=0 0.0421227 0.0410151 0.0399031 0.00718427 0.00618424 0.0327189 0.0314842 0.030251 0.0277985 0.0265779 0.0250604 0.0233793 0.00820814 0.00682321 0.0151712 0.0110647 0.00323205 0.00783266 0.00410645 0.00278367 0.00245252 0.00555989 0.00400856 0.00418424 0.00292415 0.00624849 0.00511968 0.00251697 0.0025307
internal_count=3121 3035 2971 2949 304 289 2645 2428 2041 1868 1855 1841 1632 570 454 1062 925 64 861 137 79 173 321 309 118 86 849 825 483 275
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=17
num_cat=0
split_feature=38 124 484 41 3 15 1 47 3 2 42 0 3 15 0 2
split_gain=0.00012598 0.000275484 0.000215293 0.000164829 0.000204287 0.000273434 0.000165349 0.000284641 0.000272359 0.000365645 0.000308319 0.000268801 0.000252494 0.000226874 0.000128626 5.98168e-05
threshold=0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 0.079885000000000025 -0.12018999999999998 -1.0000000180025095e-35 0.12811000000000003 0.092530000000000015 -0.0087149999999999988 0.083795000000000022 0.083995000000000014 -0.053834999999999994 0.10732000000000001 -0.092334999999999987 0.12113000000000002 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -10 -6 -8 13 -11 -7 -14
right_child=-2 2 3 -5 6 14 11 -9 9 12 -12 -13 15 -15 -16 -17
leaf_value=0.0017985255416418163 -0.0015412798290173454 -0.0018438413066831135 0.002378257361508959 -0.001516739220990618 -0.0030848343242958357 0.0011029493593621511 0.0024912520083701477 -0.0020273595200998073 0.0028915681019922516 0.00024405967488192563 -8.6532180816303503e-05 -0.00051000011774656807 0.0017483108611104051 -0.0026849097959513088 -0.0010939573082999711 0.00039228870551153214
leaf_weight=0.0016711104804857371 0.0010283303699907256 0.0013022264488745513 0.0017218868516977182 0.001268883169038392 0.0010484553866991738 0.0010435430270878633 0.0011580976594729453 0.0016985286753438142 0.001062144588708242 0.0010967198615396967 0.0019643251614696045 0.0012228746732021465 0.0010098824695319308 0.0010148945505186191 0.0010819218900941507 0.0018113633146947805
leaf_count=232 57 487 75 106 725 68 85 153 19 37 764 62 31 82 71 67
internal_value=0 5.88465e-05 -9.01965e-05 3.52541e-05 0.000151542 0.00105592 -0.000114323 -0.000350973 -3.48692e-05 0.000515461 -0.00112995 0.0009498 3.83766e-06 -0.00116368 -1.53384e-05 0.000877685
internal_weight=0 0.0211769 0.0195057 0.0182035 0.0169346 0.00384735 0.0130873 0.0107063 0.00900779 0.005995 0.00301278 0.00238097 0.00493286 0.00211161 0.00212546 0.00282125
internal_count=3121 3064 2832 2345 2239 214 2025 1878 1725 236 1489 147 217 119 139 98
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=19
num_cat=0
split_feature=14 484 38 124 160 133 151 13 4 12 43 52 0 484 15 16 2 2
split_gain=0.000151222 0.000161869 0.000182205 0.000284112 0.000177901 0.000388567 0.000325454 0.000312829 0.000449556 0.000412527 0.000233497 0.000202663 0.000173008 0.000152445 0.000138735 0.000111283 8.4997e-05 5.00044e-05
threshold=0.076175000000000007 0.084040000000000017 1.0000000180025095e-35 -0.072314999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.089309999999999987 -0.083364999999999981 0.0061450000000000003 0.095330000000000012 -0.074974999999999986 -1.0000000180025095e-35 -0.10474999999999998 0.091880000000000003 -0.037864999999999989 -0.094359999999999986 0.092635000000000009 0.10527500000000002
decision_type=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 9 11 16 -10 -9 15 -3 -5 -12 -8 -13
right_child=-2 13 -4 4 5 6 7 8 10 -11 12 17 -14 -15 -16 -17 -18 -19
leaf_value=0.002329312010698309 -0.001784941325205684 0.002494576142257089 -0.0020827539121929428 -0.0026124729266155809 -0.0024079809008105985 -0.0022483186404326449 0.0022342891187674403 -0.002665269383784064 -0.00063561869666758572 -0.00031711312521941849 -0.00016835607408694983 -0.00098493354035501194 0.003463505612442133 -6.727719968022117e-05 -0.00017572075267437555 0.0020504487713515502 0.0042458511311906678 0.00052512074087422895
leaf_weight=0.0012307374653818806 0.0011136068603798668 0.0012316894841801753 0.0010347745025804924 0.0011471200456708852 0.0013735970299554876 0.001068954270823764 0.0010141446548556062 0.0014379300242856035 0.001339746640000361 0.0012865515546742756 0.0010182052562512922 0.0011285644649272671 0.0010435913662958374 0.0010416170838277727 0.0011238719385358023 0.0011923593086606843 0.0010274199706330478 0.0010093204789685117
leaf_count=183 101 136 53 297 664 78 121 286 85 44 42 307 86 221 277 22 79 39
internal_value=0 7.95817e-05 -7.31254e-05 4.60983e-05 -0.000127239 8.11733e-05 0.000353247 0.000595115 7.61777e-05 0.00186898 0.00109632 -0.00123441 0.00180936 0.00132075 -0.00140657 0.00102845 0.00324661 -0.000272019
internal_weight=0 0.0207502 0.0184769 0.0174421 0.0162114 0.0139404 0.0125668 0.0114978 0.00816972 0.00332812 0.0045939 0.00357581 0.00325416 0.00227331 0.00227099 0.00221056 0.00204156 0.00213788
internal_count=3121 3020 2663 2610 2427 1853 1189 1111 867 244 235 632 150 357 574 64 200 346
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=45 14 151 1429 1 159 151 42 0 133 3 124 42 160 43 4 15 0 16 42 159 48 1 1 15 13 1 133 52 48
split_gain=0.00113424 0.00110916 0.000727887 0.000713492 0.00069682 0.000959069 0.000786331 0.00078307 0.00077681 0.000811406 0.00072169 0.000583974 0.000860595 0.000506753 0.00066124 0.000616274 0.000654207 0.000803461 0.000484574 0.000468378 0.000578408 0.000450449 0.000405375 0.000646043 0.000375501 0.000340376 0.000362238 0.000221382 0.000321581 0.000202477
threshold=-0.080359999999999987 0.062655000000000016 -0.40381499999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.076905000000000015 -0.086944999999999981 -0.088934999999999986 -0.084044999999999995 0.10622000000000002 0.083060000000000009 0.51890000000000014 -0.12995999999999999 -1.0000000180025095e-35 -0.06984499999999999 0.24564500000000003 -0.10203999999999998 -0.10151999999999999 -0.022939999999999999 0.091735000000000025 0.092630000000000018 0.086425000000000016 0.12082500000000002 0.10708500000000001 -0.037864999999999989 -0.083254999999999982 0.12337000000000002 0.083950000000000011 0.091820000000000013 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 2 -2 -4 7 6 29 -5 10 19 -9 12 -8 24 25 16 -16 21 -19 20 27 -18 23 -17 -14 -15 -27 28 -10 -6
right_child=1 -3 3 4 5 -7 11 8 9 -11 -12 -13 13 14 15 22 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001428938509712259 -0.0011762825221141957 -0.0011986903765099971 -0.0010219544904319336 -0.0014284316038792302 0.0012578090737018479 0.00095583838240637738 -0.0012242294399458134 -0.0014283775370227318 0.00080663809980205208 -0.0010042679477274864 0.00011136782967726096 0.0010715202244820819 -0.0010045805422347147 0.0013332170375757021 -0.001240016263533158 0.0010601473586952322 0.00081246348239063116 -5.4934228373000699e-05 -0.0013866058471903261 -0.00057742522905017391 -0.00056285380046160996 -0.00010135233843719197 0.0011951084165350567 -0.000320686231889833 3.5715209861316136e-05 -7.9762561965667888e-05 0.0010199536048304621 0.0010884374185243372 -2.3752646593946337e-06 0.00041246943036225565
leaf_weight=0.0010840276318049282 0.0010531587519757571 0.0016500819690197224 0.0012809277775440711 0.0010012958586074214 0.001295998468549441 0.0029849674356572367 0.0011895588686243732 0.001525192965937003 0.0021462671801191248 0.0011937304554556771 0.001047566561851454 0.0010015137563996737 0.0015372515162290767 0.0010893454795923851 0.0011825332675812162 0.0010605329621284918 0.0017829135005058517 0.0010095015396212005 0.0012449637993663517 0.0011506643038177167 0.0010424205954562282 0.0028751010667065202 0.0010342264932179379 0.0019851529615095842 0.0013120196185867341 0.0014697601098774262 0.0010459086943110929 0.0013984231686108295 0.0018807639536446707 0.0010434687247427021
leaf_count=9 63 100 153 256 39 243 26 642 132 177 12 6 93 44 33 21 22 189 98 111 37 39 69 39 108 123 41 70 84 42
internal_value=0 -5.0601e-05 -4.24258e-06 2.67618e-05 6.16253e-05 0.000193834 9.56228e-05 -0.000217438 -0.000110933 9.0659e-05 -0.00080143 7.40056e-06 -4.63732e-05 2.88382e-05 0.00012894 -3.01615e-05 -0.000258299 -9.03549e-05 -0.000790312 0.00026222 0.000411597 0.000248422 0.00042249 0.000160131 -0.00052555 0.000666261 0.000377453 0.000598824 0.000428801 0.000880764
internal_weight=0 0.0425152 0.0408651 0.039812 0.038531 0.0261447 0.0231598 0.0123863 0.011385 0.00881227 0.00257276 0.0208203 0.0198188 0.0186292 0.0157799 0.0121749 0.00809501 0.00691248 0.00225447 0.00761854 0.00646787 0.00465801 0.00407991 0.00304569 0.00284927 0.00360501 0.00251567 0.00542545 0.00402703 0.00233947
internal_count=3121 3112 3012 2949 2796 1275 1032 1521 1265 611 654 951 945 919 718 510 381 348 287 434 323 61 129 60 201 208 164 286 216 81
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=151 133 1456 1213 480 49 13 13 132 52 1 0 39 42 13 474 156 49 52 151 10 13 47 1 2 52 3 3 1 2
split_gain=0.000900056 0.000754145 0.00074611 0.00074383 0.000516161 0.000609092 0.000720271 0.000576596 0.000763871 0.000747311 0.00054974 0.000820633 0.000548813 0.00101948 0.000545065 0.000626869 0.000973796 0.000793749 0.000683535 0.000559873 0.000569799 0.0003823 0.000496711 0.000987823 0.000474271 0.000359224 0.000351522 0.000333744 0.000325063 0.00022316
threshold=-0.40381499999999992 -0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08598500000000002 0.10969000000000002 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.11434500000000002 0.10781 -0.084044999999999995 0.15438500000000002 -0.11466499999999999 -0.063184999999999977 0.084660000000000027 0.080810000000000007 0.0093850000000000027 -0.081429999999999989 0.13340000000000005 0.0036750000000000007 0.24813000000000004 0.092710000000000015 0.094090000000000021 0.11093500000000002 0.083680000000000018 -0.10217499999999997 -0.0087149999999999988 0.080000000000000016 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=-1 -2 -3 -4 5 6 -5 9 12 10 11 29 13 -9 -15 16 17 18 27 20 21 22 23 26 -25 -13 -20 -16 -28 -8
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12 25 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0011535849458724884 -0.00092528697394395315 -0.00085906097463876968 -0.00075184671242723561 -0.00086796934800904921 -0.00073053777309281065 0.00079749218456062407 -0.00065710625033295637 -0.0012500556946124083 0.0008074230617508433 -0.00053718454982636284 0.001161191939510897 0.00033071899247650498 0.00092368516494329312 -0.00094643915022083521 0.0010568554623633735 0.00087021253065975646 -0.0011406809753254164 0.0011836714309332306 -0.0010515950858619705 0.0007783921893257552 -0.0010670835548136299 0.00055203624760596709 -0.00093377135786385532 0.00092863108419011697 -8.6959466872328089e-05 0.0012677578054987692 0.00021489510318865691 9.3585901292138842e-05 -0.00068440910317962844 0.00019231467269088898
leaf_weight=0.0011632145685496189 0.001410622144663253 0.0014935847071030897 0.0017406295944131225 0.0012554814818059859 0.001173553995028386 0.0024243943885613453 0.0011165933109145154 0.0012048329952623052 0.0020989541878475562 0.0011522241466233041 0.0021771250226496619 0.001335842721736924 0.0010110855895959494 0.0010049508115894659 0.0013692886136766891 0.0014967821343097034 0.0012520950653702725 0.0010377914731595208 0.0013727232089166732 0.0010634868183387889 0.0012400383607378282 0.0012886002421241835 0.001414969924212528 0.0017629332701929457 0.0014668108774706923 0.0015262892601981548 0.0013945806555906316 0.0011541828251750924 0.00140487484458518 0.0010402933863780106
leaf_count=65 185 282 444 25 197 129 159 71 162 74 129 56 22 298 83 67 102 52 28 6 16 20 35 63 32 15 156 36 82 30
internal_value=0 2.31521e-05 5.62068e-05 9.12755e-05 0.000130683 0.000158705 0.000112673 0.000150687 4.69298e-05 0.000449453 0.00060743 0.000367223 -2.58249e-05 -7.16961e-05 2.83166e-07 5.11086e-05 -2.0079e-05 6.77779e-05 -9.77544e-06 -0.000137088 -0.000222902 -0.000119313 -0.000217431 -8.04937e-05 0.000467394 0.000830414 -0.000504621 0.000616276 -0.00023641 -0.00024742
internal_weight=0 0.0418856 0.040475 0.0389814 0.0372408 0.0360672 0.0336428 0.0323873 0.024039 0.00834837 0.00719614 0.00501902 0.02194 0.0209289 0.0197241 0.0187192 0.0172224 0.0159703 0.0149325 0.012409 0.0113455 0.0101055 0.00881689 0.00740192 0.00322974 0.00286213 0.00417218 0.00252347 0.00279946 0.00215689
internal_count=3121 3056 2871 2589 2145 1948 1819 1794 1331 463 389 260 1169 1147 1076 778 711 609 557 438 432 416 396 361 95 71 266 119 238 189
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=39 42 43 151 123 13 13 1213 132 0 2 456 151 52 0 0 1 151 2 49 3 160 130 47 52 2 15 2 1 12
split_gain=0.00116032 0.00100119 0.000920444 0.000880143 0.000821332 0.0011802 0.000767348 0.000708357 0.000714167 0.000840221 0.000797609 0.000677235 0.000954657 0.000729924 0.00069393 0.000611504 0.000586349 0.000536291 0.000485146 0.000402547 0.000439698 0.000576118 0.000511052 0.000640321 0.000420501 0.00044076 0.000728735 0.000508984 0.000401625 0.000384085
threshold=0.16946000000000003 -0.26584999999999998 0.39192500000000002 -0.40381499999999992 0.091310000000000016 -0.53104499999999988 -0.10664 -1.0000000180025095e-35 0.080640000000000017 0.12113000000000002 0.10803500000000001 0.084065000000000015 -0.055494999999999996 0.41423000000000004 -0.23194499999999998 -0.036484999999999997 0.11829500000000003 -0.0083949999999999979 0.097845000000000015 0.10440000000000001 0.12745000000000004 -0.082179999999999989 -1.0000000180025095e-35 0.10783500000000001 0.024145000000000003 0.090675000000000019 -0.074054999999999996 -1.0000000180025095e-35 0.090965000000000004 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 -1 3 -3 5 -5 16 -8 9 11 -11 12 28 14 -14 -10 18 -16 29 20 21 -19 -23 24 25 27 -27 -24 -9 -7
right_child=-2 2 -4 4 -6 6 7 8 15 10 -12 -13 13 -15 17 -17 -18 19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0014005548644309327 0.0014007549672703683 -0.0012021998601945529 -0.0012960858093978701 -0.0011547273773353831 0.0010593194134683177 0.00037456948612818279 -0.00097823714806242936 0.00026400737672230572 -2.0559939597953649e-05 -0.0011679950516645195 0.00032317437358644885 -0.00099566432427594881 0.0010251790777102544 -0.0010450319722629749 -0.00090382642670728912 0.0013772949598927526 0.0014004317595078775 -0.00077309674996696681 0.0006249800887421842 0.00088882653280235129 -0.00078567436612933842 -0.00081732761810645324 6.6747726249752356e-05 0.0011205685722447984 0.00062810885904000899 0.0010817933349511384 -0.00025800809599520452 -0.00083332442078306104 0.0012096651097162239 -0.00079518276928626063
leaf_weight=0.0010582762913191593 0.0011003940129086223 0.0011459914172338151 0.001086078884337204 0.0016536190255891361 0.001499620836802106 0.0010894222202661999 0.0014929456687062794 0.0016880463699315831 0.0011400574335116431 0.0023149076087953793 0.0010103817586326613 0.0011954045950131045 0.0013018586691160147 0.0013028971467212705 0.0012888486179214445 0.0013290577012128315 0.0011339284028970553 0.0014977021287029277 0.0034475861534346564 0.0010136758448775476 0.0013504321341315509 0.0010017206724390335 0.0030641352835125589 0.0013818140375434504 0.0023691239454670674 0.0014928317068532149 0.0017055290843597248 0.0020603894122921658 0.0018412288422666734 0.0011124938916253768
leaf_count=18 23 63 116 20 108 61 459 76 158 62 44 150 35 139 26 40 84 216 65 115 15 149 62 35 195 85 102 281 95 24
internal_value=0 -5.42613e-05 -2.26084e-05 8.87879e-06 4.13214e-05 4.33963e-06 5.27077e-05 -3.58515e-05 9.02658e-06 -5.27712e-05 -0.000714907 3.33856e-05 8.38831e-05 -3.02202e-05 3.74873e-05 0.000731867 0.000481481 -3.30614e-05 0.000297035 3.31995e-05 -2.12684e-05 4.95654e-05 0.000143795 0.000223536 0.000107605 -4.05573e-05 0.000367343 -0.000295139 0.000757359 -0.000216435
internal_weight=0 0.04607 0.0450117 0.0439257 0.0427797 0.04128 0.0396264 0.032843 0.03135 0.0288809 0.00332529 0.0255556 0.0243602 0.020831 0.0195281 0.00246912 0.00678343 0.0182262 0.0056495 0.0169374 0.0159237 0.0145732 0.0130755 0.0120738 0.010692 0.00832289 0.00319836 0.00512452 0.00352928 0.00220192
internal_count=3121 3098 3080 2964 2901 2793 2773 2539 2080 1882 106 1776 1626 1455 1316 198 234 1281 150 1255 1140 1125 909 760 725 530 187 343 171 85
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=146 45 151 14 147 1456 13 13 49 133 1 13 4 16 4 0 42 3 49 2 4 42 0 2 16 3 39 0 2 0
split_gain=0.000864822 0.00103904 0.000776853 0.000751085 0.000710555 0.000710866 0.000625753 0.000659806 0.000684253 0.000790818 0.000642787 0.00119331 0.000693501 0.00104931 0.000770576 0.000742841 0.000608738 0.000583199 0.000502848 0.00044851 0.000387591 0.000369535 0.000566583 0.000449492 0.00070667 0.00045609 0.000365348 0.000409492 0.00018324 0.000133976
threshold=0.12035500000000002 -1.0000000180025095e-35 -0.40381499999999992 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.10247500000000002 -0.25159999999999993 0.10781 -0.076599999999999988 -0.0016099999999999997 -0.094359999999999986 0.0067750000000000006 -0.11013499999999998 0.094935000000000005 0.12745000000000004 -0.052259999999999994 0.13712500000000002 0.26450500000000005 0.085465000000000013 -0.11991499999999998 0.096540000000000015 -0.083539999999999989 -0.13927999999999999 0.12768500000000002 -0.10324499999999999 0.099515000000000006 -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=1 -1 -3 4 5 -4 -7 -8 9 -9 12 -12 16 28 -15 -16 21 20 -6 -10 26 22 -11 24 -24 -25 27 -13 -14 -23
right_child=-2 2 3 -5 18 6 7 8 19 10 11 17 13 14 15 -17 -18 -19 -20 -21 -22 29 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013732775916319624 -0.0012688810121772383 -0.0011962400601798772 -0.001030899510267673 -0.0010969276120272268 7.9661715743714712e-05 -0.00079472572581700354 0.0008879640277155448 -0.0012405315406905583 0.0010717054320098451 0.00067124563979982792 0.001179247745667449 0.00020753337194493742 -0.0013616101940769985 -0.0010206276847404738 0.0012170810775921428 -0.00020736763155446348 -0.00075223122092222465 -0.00090149391397632188 0.0011523622696221077 -4.8505609855384953e-05 0.00083429387469968058 0.00034730908025115979 0.00021893731771068864 -0.0005448674555197623 -0.0012217410600007827 0.00057775900233981655 0.0007506412890177941 -0.00066268045534548865 -0.00066820750397802347 0.0010550171689946218
leaf_weight=0.001022626608381926 0.001026815145451109 0.0010448810635894637 0.0012685457592779273 0.0011385803161818578 0.0015664408626321347 0.0017110302569207638 0.0017069301391030569 0.0010172363362059835 0.0017936126201507632 0.0019923014293272614 0.0021503872390440382 0.0023259478602994932 0.0019142685096789069 0.0010905725330290312 0.0011090758830505365 0.0018261471341549651 0.0015259963543941 0.0011044230747643269 0.0017368838923736965 0.0010788143022151253 0.0013435766210470046 0.0010015918599185492 0.0011328941948871487 0.0010528970645964364 0.0014800555867966539 0.0019366718163880137 0.0010005461115838443 0.001814037576719052 0.0011496956765562061 0.0010151572466448044
leaf_count=21 4 65 260 97 43 30 41 150 163 42 136 25 101 105 21 62 218 18 109 39 91 334 204 64 399 100 13 86 59 21
internal_value=0 5.97839e-06 -2.72898e-05 2.51215e-06 3.39283e-05 -2.1192e-05 1.51199e-05 5.64058e-05 1.18485e-05 -5.14932e-05 -8.24342e-06 0.000276497 -0.000160381 -0.000496017 -3.52519e-05 0.000330861 5.3272e-05 2.06816e-05 0.000643686 0.000650981 0.000177754 0.000181159 4.24437e-05 -0.000181163 -0.000597107 0.000182381 6.15418e-06 -0.000173772 -0.00110142 0.000703543
internal_weight=0 0.0430518 0.0420292 0.0409843 0.0398457 0.0365424 0.0352739 0.0335628 0.0318559 0.0289835 0.0279662 0.00973892 0.0182273 0.00708976 0.0040258 0.00293522 0.0111376 0.00758853 0.00330332 0.00287243 0.00648411 0.00961157 0.00759482 0.00560252 0.00261295 0.00298957 0.00514053 0.00413999 0.00306396 0.00201675
internal_count=3121 3117 3096 3031 2934 2782 2522 2492 2451 2249 2099 369 1730 348 188 83 1382 233 152 202 215 1164 809 767 603 164 124 111 160 355
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=17
num_cat=0
split_feature=52 39 47 1 3 43 52 160 16 160 159 3 3 15 49 150
split_gain=0.000134706 0.000203388 0.000290197 0.000201686 0.00021924 0.000254422 0.000283407 0.000265298 0.000295575 0.000283907 0.000166106 0.000247977 0.000230036 0.000347715 0.000127948 0.000143586
threshold=-0.40306999999999998 0.11593500000000001 0.11893500000000001 0.094825000000000007 0.10732000000000001 -0.51144999999999985 0.084960000000000022 0.086075000000000013 -0.083539999999999989 -0.081069999999999989 0.076905000000000015 -0.13309499999999996 0.083060000000000009 -0.10091499999999999 0.006170000000000001 0.088690000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 11 -5 13 -13 15 -14
right_child=1 -3 -4 10 -6 6 -8 -9 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.0014993799697041051 0.0013620550973975944 0.0019530108374947476 -0.0020205773106014044 -0.0010882144910270102 0.0012794774657264411 0.0014596988290248127 -0.0026163027661407312 -0.0024229933632951765 0.000893218168338067 -0.0022376922214655589 0.0021938871690110342 0.003388776944594594 -0.001790174161187275 0.00027001761934424283 0.0012774235509978291 0.00056704483579666761
leaf_weight=0.0012004187466086438 0.0011383563284654849 0.0011249280183824864 0.0014212505921236121 0.0018753623741645251 0.0014600287628212536 0.0018098422237036987 0.001640364101774483 0.001126587482670971 0.0010149862260147033 0.0014710637786979341 0.0011761116914562617 0.0013781414670401846 0.0011384096085496065 0.0016042942012579591 0.0010203893747302573 0.0010124381737561805
leaf_count=324 43 60 81 70 24 262 766 176 225 494 172 99 63 188 28 46
internal_value=0 6.82564e-05 -3.62513e-05 0.000113233 -0.000346352 -0.000635792 -0.000957796 -0.000456078 5.9741e-05 -0.000959427 0.000595588 0.000361466 0.000803263 0.00171115 -5.05747e-05 -0.000680594
internal_weight=0 0.0214126 0.0202876 0.0188664 0.00966123 0.0082012 0.00706284 0.00542248 0.00429589 0.00248605 0.00920515 0.00802904 0.00615367 0.00298244 0.00317124 0.00215085
internal_count=3121 2797 2737 2656 1990 1966 1923 1157 981 719 666 494 424 287 137 109
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=146 147 1456 151 151 1213 13 133 13 160 1 4 15 12 39 159 51 15 1 0 48 0 52 3 16 148 13 16 12 0
split_gain=0.000939607 0.0010772 0.000670739 0.000638149 0.000741114 0.000742594 0.000504578 0.00051821 0.000704635 0.000923609 0.000973914 0.000686759 0.00055689 0.000922022 0.000605961 0.000835069 0.000757092 0.000685901 0.000928689 0.000499868 0.000457176 0.0011892 0.000552028 0.000792279 0.000392657 0.000380853 0.000330294 0.000314882 0.000289531 0.00046957
threshold=0.12035500000000002 0.089025000000000007 -1.0000000180025095e-35 -0.27559499999999998 -0.14960499999999996 -0.080769999999999995 -0.53104499999999988 -0.25159999999999993 -0.010384999999999998 -0.082869999999999985 0.10752500000000002 0.052250000000000012 0.024640000000000006 0.091475000000000015 0.12768500000000002 -0.032739999999999991 0.095050000000000009 -0.15026499999999995 0.11955000000000002 -0.15202999999999997 0.086260000000000017 -0.10607499999999999 0.10347000000000002 -0.010424999999999999 -0.094359999999999986 -0.081759999999999985 -0.079969999999999986 -0.071854999999999988 0.084100000000000022 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=1 2 -1 -4 -5 -6 -7 -8 9 -9 11 28 14 -14 15 -10 17 19 20 -17 21 -19 23 -23 -22 -3 -12 -18 -11 -30
right_child=-2 25 3 4 5 6 7 8 12 10 26 -13 13 -15 -16 16 27 18 -20 -21 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010344017031000247 -0.0012830371990448601 9.046566569917586e-05 -0.0011054896855663301 0.0011339630602064353 -0.0010609060290124939 -0.00077075817568465234 -0.00081500991330434405 -0.00069913943684383844 -0.0010997641458360425 0.00094455351582751991 0.0013940235676461465 -0.00052254955344254697 -0.0013855095915096015 0.00015433139459831223 0.0010054123516299194 -5.8404443700809816e-05 0.0013163909997033689 0.00083915947729013777 -0.0013963441566581486 0.0012653610530555899 -0.001250991655990939 -0.0010868037613586832 0.00057835837555386064 0.0002403690242819844 -0.00014220543160228466 0.001133610044049169 0.00047402160389643848 0.00032748288526728448 -7.9086192141037328e-05 0.001045346465783737
leaf_weight=0.0012880518486501616 0.0011109221013612105 0.001001116930311241 0.0010120740672512332 0.0011385170687461246 0.0012804457325717991 0.0015018158769635184 0.0012839212061386265 0.0014196753222823775 0.0013327582503507287 0.0016778463438074098 0.002422753785870535 0.0018748102102126296 0.0015230404896571228 0.0015269887541489169 0.0011725242858204856 0.0010785869428158179 0.0010989938784313757 0.0026856850688474748 0.0011787955105440071 0.0011619292364790619 0.0010464560813545631 0.0022972244507026823 0.0010357410358921015 0.0014317271475947704 0.0015597921573304863 0.0021825721602262141 0.0011184579286791507 0.0014838749761105765 0.0025683351173220181 0.0010164925388949086
leaf_count=286 4 43 71 45 293 30 167 287 59 107 135 113 180 124 20 15 20 50 18 66 21 150 7 44 67 77 94 23 492 13
internal_value=0 2.08033e-05 -3.9815e-05 -7.73126e-06 2.08169e-05 -1.27295e-05 2.40431e-05 5.81507e-05 9.14046e-05 0.000361999 0.000503072 0.000205199 -6.00591e-05 -0.000614592 3.10492e-05 -3.46415e-05 5.37556e-05 -7.93562e-05 -0.000220434 0.000628099 -8.25983e-05 9.39896e-05 -0.000326036 -0.000577237 -0.000587403 0.000805591 0.00110345 0.000748257 0.000464456 0.000239751
internal_weight=0 0.044401 0.0412173 0.0399293 0.0389172 0.0377787 0.0364982 0.0349964 0.0337125 0.0120984 0.0106787 0.00713748 0.0216141 0.00305003 0.0185641 0.0173916 0.0160588 0.0134759 0.0112354 0.00224052 0.0100566 0.00745038 0.00476469 0.00372895 0.00260625 0.00318369 0.00354121 0.00258287 0.00526267 0.00358483
internal_count=3121 3117 2997 2711 2640 2595 2302 2272 2105 1241 954 725 864 304 560 540 481 438 357 81 339 251 201 194 88 120 229 43 612 505
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=39 51 160 1374 457 1213 133 1429 457 38 49 3 474 156 124 49 4 42 484 42 2 52 3 1 0 0 0 0 2 16
split_gain=0.00105108 0.000765803 0.000600961 0.000517339 0.000599644 0.000590698 0.000513812 0.000549313 0.000564377 0.000511763 0.000483985 0.000480266 0.000560257 0.000567214 0.000592705 0.000416497 0.000554416 0.000500188 0.000600043 0.000543227 0.000619255 0.000491379 0.000384751 0.000830596 0.000464997 0.000302787 0.000242142 0.000210117 0.000219472 0.00019172
threshold=0.16946000000000003 -0.25354999999999994 -0.40698999999999991 0.093235000000000012 -0.15747999999999998 -0.080769999999999995 0.10622000000000002 -1.0000000180025095e-35 -0.0029299999999999994 0.084835000000000008 -0.24167999999999998 0.149315 0.085165000000000018 0.085790000000000019 -0.079269999999999993 -0.043469999999999995 0.23246000000000003 0.091465000000000005 -1.0000000180025095e-35 0.087995000000000004 0.096540000000000015 -0.078224999999999975 -0.13309499999999996 0.10374500000000002 -0.10151999999999999 -0.050064999999999991 -0.23091999999999999 -0.043914999999999989 0.10097500000000002 -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 25 -3 4 -4 -6 7 -7 -9 10 -10 12 13 14 -12 16 21 18 -17 20 22 -16 -20 24 -24 -1 -22 -28 -29 -13
right_child=-2 2 3 -5 5 6 -8 8 9 -11 11 29 -14 -15 15 17 -18 -19 19 -21 26 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00033217862174241556 0.0014007850384497287 -0.000875897915023511 0.0011125681226651315 -0.00091173122683093613 -0.0009854022042209737 -0.00086214679604992568 -0.00068191010512881037 -0.00084960268385214134 -0.0006793014457005149 -0.00066866180005164893 0.0011685995804198734 0.0012968603428941145 0.00094976578805649992 -0.00082722858529214759 0.0007463648009510402 -0.00085942414549378078 0.0012041879831780002 -0.00064942890226576445 -0.00074618918154247633 0.0011354910313416179 -7.3243619748780944e-05 -0.00029085764223213319 0.00031572385446099964 0.0010691709511306728 -0.00076682954162552092 -0.0014004829735025446 0.0011721042958415784 0.00092645552952520479 6.9888962905221831e-05 0.00050243691986305084
leaf_weight=0.0010498331775448122 0.0010260226085989635 0.0014394052453216557 0.0010618082328335268 0.0010708871544977674 0.001059146458262993 0.0010823928038219402 0.0016596009381955037 0.0010611940373338449 0.0011001794283345126 0.0012990796518579364 0.0011671167624871517 0.0010980787671934777 0.0018480290078466402 0.0011124755721271242 0.0016687101869479193 0.001117088339203238 0.0014945233914076539 0.0018916925249290459 0.0016889186922952491 0.0011347022377758984 0.0010962909024669898 0.0019332146675665731 0.0013193340551644782 0.001138332267615505 0.0018964053722432487 0.0010312793958178182 0.0011486626887422524 0.001039522328042608 0.00134610787635836 0.0013019864291763375
leaf_count=114 23 239 30 44 292 129 370 154 31 45 133 85 135 129 43 163 40 168 31 46 19 51 26 12 364 33 87 11 34 40
internal_value=0 -3.4883e-05 1.12721e-05 4.69071e-05 7.64369e-05 4.37935e-05 7.71865e-05 0.000117846 0.00015332 0.000190223 0.000230735 0.000268601 0.000208971 0.000147285 0.000198712 0.000141868 0.000487175 2.30965e-05 0.000121524 0.000214324 0.000116395 0.00018967 -0.000178861 4.12022e-05 -0.000322686 -0.000861569 0.000501709 0.000680052 0.000443132 0.000865902
internal_weight=0 0.039356 0.0372749 0.0358355 0.0347646 0.0337028 0.0326436 0.030984 0.0299016 0.0288405 0.0275414 0.0264412 0.0240411 0.0221931 0.0210806 0.0199135 0.00509645 0.0148171 0.0129254 0.0118083 0.0106736 0.00360192 0.00604299 0.00435407 0.00321574 0.00208111 0.00463058 0.00353429 0.00238563 0.00240007
internal_count=3121 3098 2951 2712 2668 2638 2346 1976 1847 1693 1648 1617 1492 1357 1228 1095 134 961 793 630 584 94 433 402 390 147 151 132 45 125
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=18
num_cat=0
split_feature=133 14 0 0 14 16 1 13 151 0 16 0 39 2 4 13 4
split_gain=0.000191867 0.000164252 0.000159317 0.00025205 0.000475193 0.000277722 0.000285427 0.000312109 0.000288907 0.000256949 0.000278831 0.000262767 0.000180477 0.000173685 0.000348314 0.000214818 0.000115751
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 -0.10607499999999999 -0.10708499999999999 -0.013324999999999998 0.08592000000000001 -0.020934999999999999 -0.0083949999999999979 -0.075359999999999996 -0.056919999999999991 -0.053834999999999994 0.0046100000000000004 0.10855000000000002 -0.49405499999999997 0.0076650000000000008 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 10 -5 -11 -13 14 -4 -16 -10
right_child=-2 -3 13 9 5 -7 7 8 16 11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.0029425929712478317 -0.0023235787763954915 -0.0019196347982063022 -0.0021971620253934993 -0.00075262209524171598 -0.0020992581483089317 0.0031230106359885681 0.0030942516472587931 -0.0016671015553733765 0.0001943621287340466 0.0015060738972976612 -0.0042619945552019849 -0.002317367815202801 0.00058193505109555628 0.0028949884658791354 0.0033041082351739316 -6.2447343856737904e-05 0.0027337488906364403
leaf_weight=0.0010025970780311866 0.0010196993580491856 0.0011394984647612452 0.0010055834659450369 0.0018015864525627832 0.0010223766255212929 0.0015218743287435076 0.0015464731743239923 0.0014874353719704914 0.0010670096492617631 0.0019904871217770737 0.0010680957624768783 0.0015355897361200082 0.0010853301983110852 0.0011898369710783285 0.0011470786121808843 0.0010994059287554592 0.0010595767274579337
leaf_count=50 435 87 110 773 99 71 121 63 27 295 606 134 42 78 62 39 29
internal_value=0 9.17656e-05 0.000202863 -4.76519e-05 0.000581789 0.00104041 0.000527787 0.00104825 0.000172743 -0.000780267 -0.00205881 1.53719e-05 -0.00111676 0.00111586 0.000464931 0.00165655 0.00145962
internal_weight=0 0.0217698 0.0206303 0.0161884 0.00870734 0.00770475 0.00618287 0.00516049 0.00361402 0.00748109 0.00286968 0.00461141 0.00262092 0.0044419 0.00325207 0.00224648 0.00212659
internal_count=3121 2686 2599 2310 460 410 339 240 119 1850 1379 471 176 289 211 101 56
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=39 42 31 45 14 151 1429 43 376 4 1348 11 16 15 0 0 1374 1 3 13 42 1 2 3 2 42 1 16 42 16
split_gain=0.00136085 0.00112598 0.00105523 0.00110513 0.00135742 0.000759506 0.00076615 0.000709696 0.00086812 0.000756087 0.000916993 0.000793612 0.000655873 0.000866422 0.000870114 0.0015117 0.000964409 0.00101102 0.000861368 0.000758659 0.000748997 0.000565325 0.000469139 0.000438101 0.000417723 0.000811254 0.000406253 0.000749806 0.000907099 0.000320632
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.40381499999999992 -1.0000000180025095e-35 0.24789500000000006 0.088470000000000007 0.26790000000000008 0.084895000000000012 0.079915000000000014 -0.40995499999999996 -0.11713499999999999 -0.10607499999999999 -0.08824499999999999 -0.094929999999999987 1.0000000180025095e-35 -0.10023499999999998 -0.010094999999999998 0.094935000000000005 0.13968000000000003 -0.15339499999999998 0.083060000000000009 0.10467500000000002 0.084635000000000016 0.12408500000000001 0.22339500000000004 0.084050000000000014 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 8 9 10 11 12 -8 -14 16 -16 -15 -18 20 26 24 -21 -11 -19 25 -17 27 28 -20 -24
right_child=-2 2 3 4 -6 6 7 -9 -10 22 -12 -13 13 14 15 18 17 23 19 21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013462153053927788 0.0013464992888253329 0.001346300990788902 0.0013464405967650356 -0.0011030328179278137 -0.0012456851668967588 -0.0010137082995849826 -0.00080994272700201557 -0.00080743566330651736 0.0013227083235772972 -0.00012407421522211571 0.0012219698328824818 -0.0011648907236251785 -0.00099952362283585385 -0.00055364927644444592 -0.0012979088950337931 -9.7026826808512716e-05 -0.00055877157623203887 0.0012780586333736392 0.000975815511394683 -0.0013044384387102465 -0.00050427540692809343 -4.1087182004189153e-05 0.0013460760942706313 0.00054668090174074698 0.0013021251216869263 0.0011736924909543881 0.00078753516568181572 -0.0009592303728347927 -0.0005813870977586015 0.00050898366719078587
leaf_weight=0.0011519680662690482 0.001334375786051111 0.0010326030208069872 0.0010314050759916418 0.0011298915435968828 0.0016899235956238092 0.0012674934300986864 0.0018244281272092764 0.0016740099328211846 0.0010044457686484423 0.0015737576474581516 0.0010224802755658393 0.0011616847544928524 0.0014155969136564429 0.0015187891299319745 0.0017156360280496793 0.0022571710145440219 0.0011086278134371103 0.0024589122796196961 0.0014772323763523314 0.0017104275388257779 0.0012994940052521997 0.0010268899713992141 0.0011421035957326353 0.0037409748974219781 0.0012907237279478068 0.0015251046139397317 0.0010629559369910169 0.0013687224286991206 0.0012520263883115668 0.0030228856118699179
leaf_count=18 23 84 9 62 98 151 70 177 46 33 31 70 100 17 270 99 20 53 172 405 13 7 46 65 16 11 17 112 638 188
internal_value=0 -3.23215e-05 1.45863e-06 -3.02656e-05 -6.34865e-05 -1.48213e-05 1.59773e-05 4.97405e-05 8.8542e-05 5.40849e-05 -3.09183e-05 -7.47669e-05 -2.96256e-05 2.46508e-05 8.3079e-05 -0.000104208 0.000422259 0.000625063 3.92992e-05 -0.000257722 0.000407435 -0.000830499 0.000501973 0.00083675 0.000640978 0.000415358 4.60748e-05 -0.000146249 0.000261461 0.000738527
internal_weight=0 0.0459584 0.0448064 0.0437738 0.0427424 0.0410525 0.0399226 0.0386551 0.0369811 0.0359766 0.0302379 0.0292154 0.0280537 0.0262293 0.0248137 0.0159864 0.0088273 0.00730851 0.0142707 0.00789825 0.00637249 0.00273732 0.00573875 0.00619989 0.005073 0.00378228 0.00516094 0.00409798 0.00272926 0.00416499
internal_count=3121 3098 3080 2996 2987 2889 2827 2676 2499 2453 2186 2155 2085 2015 1915 1760 155 138 1490 1351 139 412 267 118 126 110 939 922 810 234
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=39 42 43 151 4 13 13 49 47 403 1374 47 52 42 43 160 150 1374 16 16 3 3 2 49 16 43 48 3 2 3
split_gain=0.00111544 0.00100167 0.00083935 0.000836434 0.000806868 0.000815076 0.000754749 0.000781604 0.000819293 0.000636403 0.000599593 0.000583285 0.000885278 0.000686735 0.000690143 0.000994961 0.000680174 0.000937078 0.000571089 0.0008494 0.000636225 0.000807166 0.000526993 0.000513785 0.000481214 0.000584295 0.000465982 0.000431243 0.000424057 0.000344771
threshold=0.16946000000000003 -0.26584999999999998 0.39192500000000002 -0.40381499999999992 0.27287000000000006 -0.53104499999999988 -0.47860499999999995 0.13984500000000002 0.13206500000000002 -0.088999999999999982 0.086000000000000007 0.11312500000000002 -0.28430999999999995 -0.094469999999999985 -0.084004999999999982 -0.090764999999999985 0.082565000000000013 -0.094929999999999987 0.15891500000000003 -0.007794999999999999 -0.13309499999999996 -0.075634999999999994 0.113445 -0.00064499999999999985 0.22339500000000004 -0.25681499999999996 -0.032929999999999994 0.090900000000000009 0.084245000000000014 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 -3 5 -5 -7 8 9 -8 11 12 -11 -14 24 -16 18 -18 19 20 -17 -22 26 -23 25 -15 -6 -19 -27 -25
right_child=-2 2 -4 4 22 6 7 -9 -10 10 -12 -13 13 14 15 16 17 27 -20 -21 21 23 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.0013461516454643828 0.0013463493501504789 -0.0011806316551778008 -0.0012325577411237641 -0.0010122452129613083 0.00077749972984698392 0.00086145992649928698 -0.0010544750290571176 0.0009440879688982504 -0.0012670928031735126 -0.0011430815682883647 -0.00098807599356163936 0.00079191214531759333 -0.00091941807358300381 -0.0005713084610691557 -0.0011877198043893143 -0.0012262930812914623 -0.00044261057909592705 0.00038446919271748614 -0.0011009074307266615 0.00065846582639094678 0.00069775783064903536 -0.0012616428199739846 0.0009132639213127882 -0.00059115783336012064 0.0011095839250133994 0.00096256449513343529 -0.00011600130795598191 0.0013461631284645724 5.7463338205611779e-05 0.00037063240258865471
leaf_weight=0.0010504954797845292 0.0010650165856489471 0.001039505264428974 0.0010044643995366078 0.001511359684737811 0.0015628787139689848 0.0017394520632905133 0.0011047618828479147 0.0013713853307852899 0.0010427929208702827 0.0012190914196294955 0.0010967415637939118 0.001692899063506558 0.0012965387200318803 0.0011865746389290166 0.0013073459953804019 0.0011164611382170498 0.0014867760405650188 0.0017869321742205449 0.0010585557461340054 0.0022479530659420769 0.0015802877122832338 0.0010246298638634244 0.0027243130108378644 0.0014489402524780048 0.0015593087351888357 0.0018850575109707881 0.0032691801097122211 0.0016019570194707455 0.0018660052374182001 0.0012643602504454066
leaf_count=18 23 63 116 21 34 21 381 45 23 274 64 46 163 44 244 22 24 79 64 139 446 23 174 103 12 86 110 31 195 33
internal_value=0 -4.72387e-05 -1.62952e-05 1.20556e-05 4.15378e-05 -4.57197e-05 -1.43361e-06 -4.94715e-05 -9.50816e-05 -5.26912e-05 -1.2775e-05 2.73927e-05 -2.45087e-05 3.29861e-05 8.80604e-05 -6.27715e-05 3.7845e-05 0.000448237 -0.000167565 -5.37748e-05 -0.000302596 -0.000108683 0.000439884 -0.000449622 0.000457754 0.000251905 0.000172992 0.00083907 0.000512312 -0.000142977
internal_weight=0 0.045147 0.0440965 0.043092 0.0420525 0.0344962 0.0329848 0.0312454 0.029874 0.0288312 0.0277264 0.0266297 0.0249368 0.0237177 0.0224211 0.0159242 0.0146169 0.00487567 0.00974119 0.00868263 0.00643468 0.00531822 0.00755637 0.00373793 0.00649695 0.00493764 0.00483206 0.00338889 0.00375106 0.0027133
internal_count=3121 3098 3080 2964 2901 2583 2562 2541 2496 2473 2092 2028 1982 1708 1545 1208 964 134 830 766 627 605 318 159 337 325 144 110 281 136
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=151 4 150 1456 11 403 13 13 160 403 2 48 4 47 15 2 3 16 131 16 47 48 1374 4 1 3 3 3 43 43
split_gain=0.0007583 0.000708406 0.000720284 0.000658174 0.000888343 0.000688037 0.000600589 0.000646608 0.000564488 0.00071154 0.000469541 0.000513474 0.00042309 0.000641413 0.000437651 0.000685593 0.000429035 0.000670446 0.000611168 0.000575918 0.000445432 0.000537377 0.000492131 0.0006011 0.000444159 0.000311355 0.000307674 0.000890069 0.000244909 0.000105408
threshold=-0.40381499999999992 0.27287000000000006 -0.096234999999999987 -1.0000000180025095e-35 0.080320000000000016 -0.088999999999999982 -0.53104499999999988 -0.47860499999999995 -0.22361499999999998 0.090990000000000015 0.113445 -0.032929999999999994 0.098655000000000007 0.13082500000000002 -0.092334999999999987 0.082275000000000015 -0.12018999999999998 -0.15012499999999998 1.0000000180025095e-35 -0.0007049999999999999 0.092710000000000015 -0.072824999999999987 -0.094929999999999987 -0.17966999999999997 0.094385000000000011 -0.13927999999999999 0.013900000000000001 -0.083924999999999986 -1.0000000180025095e-35 -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 -2 -4 5 -5 -7 -8 -9 12 11 -3 13 16 -14 -16 19 -18 20 -10 21 -19 -23 -24 26 -13 27 -25 -12 -21
right_child=1 10 3 4 -6 6 7 8 9 -11 28 25 14 -15 15 -17 17 18 -20 29 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012076606610083669 0.00098367597487576154 0.00081049025673150593 -0.0010725773770678916 -0.0010971051811829279 -0.0012830971098387353 -0.00089334468220199803 0.00090951790434280093 -0.00080755877928899238 -0.00011760404817477277 -0.0010296981522435733 0.0014004105764540197 0.00032403178959011791 0.00027168854957000888 0.0010774427840985544 1.3175984733791529e-05 -0.0012839361732719275 0.001045110858323313 -0.00084941316740339945 -0.001122100654767091 0.00068816461809223083 -0.00080781515022268773 -0.00051825367245621743 -0.00037108183700885279 0.00071819237729521188 0.0011168964620337984 -0.00058120144132484141 0.00069799726547802433 -0.0010259767392792286 0.00053957657217966232 0.0012972919640738788
leaf_weight=0.0010232623316834824 0.0012267877512801553 0.0014750672973491419 0.0013340723589926875 0.0011308808981731469 0.0011401937532609088 0.0013616403946272717 0.0016499988714002668 0.0015729017940244719 0.0015135095173626212 0.0011299001304811975 0.0010433061815291467 0.0012970245074939157 0.001979784293676623 0.0015146773364733681 0.0017950051063735364 0.0014400705449881812 0.0011388361425765823 0.0010473782374234028 0.0010089888332513999 0.0010827247499669568 0.0011678244910242616 0.0015415564807241865 0.0017890577574703956 0.0013134170007753562 0.0018885667712096321 0.001750742314131414 0.0020704163972453671 0.0010187076446659775 0.0017106923649850003 0.0011474298412394888
leaf_count=65 37 34 284 386 130 17 20 193 33 216 79 23 51 19 16 45 17 59 171 18 78 33 66 248 130 91 27 401 110 24
internal_value=0 1.23025e-05 -7.03402e-05 -0.000108622 -6.89839e-05 -2.47609e-05 1.54312e-05 5.83814e-05 6.67536e-06 5.67269e-05 0.000409846 0.000132278 0.000106917 0.000202795 -0.000246876 -0.000564224 0.000128067 1.53574e-05 -7.59339e-05 0.000549101 1.32422e-05 0.000103114 0.000206802 0.00034513 0.000548805 -0.000195965 0.00030511 -4.36873e-05 0.000865689 0.00100156
internal_weight=0 0.0422812 0.0350043 0.0337775 0.0324435 0.0313033 0.0301724 0.0288108 0.0271608 0.0255879 0.00727683 0.00452283 0.024458 0.0192431 0.00521486 0.00323508 0.0177284 0.0139847 0.0128459 0.00374366 0.0118369 0.0106691 0.00962172 0.00808017 0.00629111 0.00304777 0.00440254 0.00233212 0.002754 0.00223015
internal_count=3121 3056 2719 2682 2398 2268 1882 1865 1845 1652 337 148 1436 1324 112 61 1305 1230 1213 75 1042 964 905 872 806 114 676 649 189 42
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=39 151 4 150 16 376 158 160 403 159 42 156 13 457 2 2 15 4 52 1 151 43 50 2 48 16 51 0 16 1
split_gain=0.00113043 0.00090567 0.000943992 0.000881621 0.00111012 0.000789576 0.000924935 0.00086804 0.000699997 0.000763422 0.000655354 0.000716832 0.000614801 0.000555148 0.000569409 0.000721937 0.00066767 0.000730701 0.000528797 0.000525534 0.000456803 0.000566804 0.000448774 0.000472073 0.000494086 0.000459275 0.000428047 0.000355948 0.000712732 0.00027928
threshold=0.16946000000000003 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.51524500000000006 0.088470000000000007 0.085900000000000018 -0.091944999999999985 -0.088999999999999982 0.076905000000000015 -0.0060199999999999993 0.091015000000000013 -0.53104499999999988 -0.0029299999999999994 0.11215000000000001 0.10803500000000001 -0.095869999999999983 -0.46376499999999993 0.077655000000000016 0.088340000000000016 -0.084764999999999993 0.093175000000000022 0.11375500000000001 0.113445 -0.032929999999999994 -0.5224049999999999 -0.082744999999999985 -0.059114999999999994 -0.083134999999999987 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=1 -1 3 -3 5 6 7 -5 -9 10 19 12 -12 -14 15 16 -15 -18 -16 -10 -19 27 23 24 -4 -26 -11 28 29 -22
right_child=-2 2 22 4 -6 -7 -8 8 9 26 11 -13 13 14 18 -17 17 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013669381811451276 0.0014008126945097019 0.0011747274575171656 0.00088806614474451842 -0.00092217357287092776 -0.0014004542190495339 0.00092720765122108876 -0.0012093423356254697 -0.0010945495905575115 -0.0014004757516929559 0.00010994855601515468 -0.00097364183688429138 -0.0010872256102796977 -0.00057817690013502458 -0.00036234230784413645 -0.00078731343917350734 0.0012439511013712537 -0.00070735990906420603 -0.00024710757529650015 0.00029846443872368354 -0.00017255646192845578 0.00049829574326712021 -0.00022389895470057534 -0.00045246637231158613 0.0010514183151505529 -0.00067214255568925094 0.00042162622044972898 0.0011643397751118392 0.0012084053158986792 -0.00041229061007721607 0.0013304679955082306
leaf_weight=0.0010008122592086712 0.0010786427102260623 0.0010121305069787914 0.0017057961789248566 0.0023068930854381877 0.0013413599938938417 0.0014020976813959854 0.0015291338930654144 0.0011650847298763081 0.0012120059305704691 0.0014049831801745682 0.0010566093151282976 0.0011065580982338999 0.0020075196168960465 0.0030503649965574137 0.001986197933151245 0.0014818229934903124 0.0010842969311255406 0.0013527731904314786 0.0015786090807452524 0.0015672541207223389 0.0016995117102496151 0.0012785462055404651 0.0010294187355697204 0.0023435486735430278 0.001328013719458454 0.00173797737472281 0.0016319383047589389 0.0025328257931036807 0.0011229247288253585 0.0014789942462698491
leaf_count=47 23 15 34 327 144 30 238 353 337 79 9 92 131 83 59 18 31 62 37 83 133 31 20 169 16 92 132 39 240 17
internal_value=0 -4.92442e-05 -2.02828e-05 -0.000114384 -0.00015025 -0.000102387 -0.000145307 -9.46289e-05 -3.05641e-05 1.27287e-05 -6.60292e-05 1.21699e-05 6.82035e-05 0.000121501 0.000196828 0.000315794 0.000214666 0.000381501 -0.000306497 -0.000708039 0.000506232 0.000631848 0.000411712 0.000536738 0.000283965 -5.21325e-05 0.000676543 0.00079194 0.000546712 0.000885515
internal_weight=0 0.046536 0.0455352 0.0373904 0.0363783 0.0350369 0.0336348 0.0321057 0.0297988 0.0286337 0.0255968 0.0228176 0.021711 0.0206544 0.0186469 0.0150821 0.0136002 0.0105499 0.00356481 0.00277926 0.00946558 0.0081128 0.00814475 0.00711534 0.00477179 0.00306599 0.00303692 0.00683426 0.00430143 0.00317851
internal_count=3121 3098 3051 2720 2705 2561 2531 2293 1966 1613 1402 982 890 881 750 654 636 553 96 420 522 460 331 311 142 108 211 429 390 150
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=18
num_cat=0
split_feature=133 158 12 14 48 48 3 49 3 0 12 0 0 52 15 42 1
split_gain=0.000164912 0.000146878 0.000182601 0.000282029 0.000177382 0.000189475 0.000164275 0.000249764 0.000339406 0.000246694 0.000286351 0.000390995 0.000263974 0.00024386 0.000216111 0.000211777 0.000122827
threshold=0.10622000000000002 0.085900000000000018 0.12757000000000002 0.057600000000000005 0.12737000000000001 0.10911000000000001 -0.12018999999999998 1.0000000180025095e-35 0.13524500000000003 -0.23051499999999997 -0.015429999999999998 -0.053834999999999994 -0.14723999999999998 -0.018574999999999998 -0.03241999999999999 0.075730000000000006 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 14 8 9 -8 -11 12 -12 -14 -1 -16 -15
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 13 16 15 -17 -18
leaf_value=0.0024525509696863932 -0.001671224300821746 -0.0014951884407183127 0.0018985299977363854 -0.002150309263837474 -0.0012312926593200533 0.0019549913872895729 0.0017188491548131282 -0.0016439297461122249 0.0023470978865833417 0.0010715061972007521 -0.0018267185069912512 -0.0029724696530619211 0.002123689628546368 -0.0012677683384275645 0.001279855007695331 -0.0011262819645210186 0.00047907995095836645
leaf_weight=0.0012022286175703556 0.001054329425538513 0.0010585280682651457 0.0010373435516588527 0.0010165078949886377 0.0015349746529267341 0.0011741767051315346 0.0012118761735564433 0.0016136874088299455 0.0011716649369633023 0.0020129010823225482 0.0014888133741806052 0.001218792745120839 0.0010010597022267441 0.001371644943638315 0.0016107506523645931 0.0011576810711488861 0.0016125525904464588
leaf_count=64 435 298 56 68 62 68 42 411 95 179 40 118 164 789 112 37 83
internal_value=0 6.52043e-05 0.000142255 5.29456e-05 0.000168493 0.000288879 0.00017155 -6.65845e-05 0.000162947 -9.50877e-05 -0.000347595 -0.000774394 -0.000284996 0.000290961 0.000933391 0.000273676 -0.000323835
internal_weight=0 0.0224952 0.0214367 0.0203993 0.0193828 0.0178478 0.0166737 0.012703 0.0110893 0.00991764 0.00870576 0.00669286 0.00547407 0.00398526 0.00397066 0.00276843 0.0029842
internal_count=3121 2686 2388 2332 2264 2202 2134 1921 1510 1415 1373 1194 1076 1036 213 149 872
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=31 146 45 457 457 151 4 11 150 1456 51 16 133 0 1 0 40 156 2 2 13 1374 160 0 15 3 3 160 42 48
split_gain=0.00120694 0.000787884 0.00107966 0.000712721 0.00112681 0.000731648 0.000926996 0.00124452 0.000914213 0.00111731 0.00107153 0.00117042 0.000783354 0.000653928 0.000701415 0.00064852 0.000648371 0.000570093 0.000696412 0.000778138 0.00103105 0.000566254 0.000739941 0.000548081 0.000514075 0.000506727 0.000434329 0.00036277 0.000465879 0.00028593
threshold=-1.0000000180025095e-35 0.12035500000000002 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.40381499999999992 0.24564500000000003 0.080455000000000013 -0.091259999999999994 -1.0000000180025095e-35 0.045645000000000005 -0.014034999999999997 0.083950000000000011 -0.15350499999999997 0.122185 0.18019500000000002 -0.064864999999999992 0.091255000000000017 0.10327000000000001 0.097220000000000015 -0.063184999999999977 -0.094929999999999987 -1.0000000180025095e-35 -0.11756999999999999 0.083935000000000023 -0.14989499999999997 -0.086554999999999979 -0.081069999999999989 0.091295000000000015 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=-1 2 -2 -4 -5 -6 7 8 -7 -10 11 12 26 -8 23 16 -13 18 19 20 -18 -12 -23 -15 -14 -25 -11 -22 -29 -24
right_child=1 -3 3 4 5 6 13 -9 9 10 21 15 24 14 -16 -17 17 -19 -20 -21 27 22 29 25 -26 -27 -28 28 -30 -31
leaf_value=0.0013731795421627019 0.0013732378130411589 -0.0012192567506402311 0.00092630764944913739 -0.0010995969956311945 -0.0011666996012000552 0.0011773531349992857 0.0010825861426962255 -0.0013729364192829551 -0.001372958971509138 -0.00050155678615494735 -0.00025988140414489892 -0.00090072864381939683 -0.00056832370594051039 -0.00077122391714603265 0.0010406763173059635 0.00067997374399346965 -0.00077178239306771959 -0.00089643637532650622 -0.00089227733366718678 0.0012989143718124231 0.0010692444314618522 -0.00038429539673801049 0.00034251928154282216 -0.00025408899986828471 0.00073794301998645717 0.00074090699234773138 -0.0013274216650098355 -0.00030994024731428464 0.0008612739645086127 0.0011326279095876122
leaf_weight=0.0011467405743976746 0.0010172587115206957 0.0010658857318048822 0.0013460967451468511 0.0019802622469844424 0.0010566084396623756 0.0010845844959419529 0.0019707025370969689 0.0014257307967984181 0.0012557839157978359 0.0021364690903271548 0.0017528278763734306 0.0016491407763385988 0.0012920257645974154 0.0014338107182254589 0.0014183860299987749 0.0024047339893229483 0.0017584581614003029 0.00109015739599272 0.0010292872359185523 0.0012496459374391478 0.0013498832578573428 0.0010569655247244514 0.0012198729376462483 0.0020135857018956926 0.001013047514246912 0.0018519108734835754 0.0027387426179010799 0.0014913099035169875 0.0011214759475137726 0.0029529325708033127
leaf_count=86 21 4 37 205 63 24 77 129 254 223 17 54 90 40 121 19 188 122 105 28 38 105 121 32 232 60 457 81 8 80
internal_value=0 -5.26165e-05 -2.5082e-05 -5.73047e-05 -8.82414e-05 -3.91761e-05 -9.21368e-06 -0.000120058 -5.98071e-05 -0.000106785 -4.85561e-05 -0.000207958 -0.000653699 0.000387207 0.000183211 3.55394e-05 -0.000108761 3.49173e-05 0.000161832 0.000317479 0.000103107 0.000415417 0.000641752 -4.62939e-05 5.76228e-06 0.000222601 -0.000965502 0.000491345 0.000192775 0.000901649
internal_weight=0 0.0462276 0.0451617 0.0441444 0.0427983 0.0408181 0.0397615 0.0310731 0.0296473 0.0285628 0.027307 0.0203244 0.00718028 0.0086884 0.00671769 0.0131441 0.0107394 0.00909022 0.00800006 0.00697077 0.00572113 0.0069826 0.00522977 0.00529931 0.00230507 0.0038655 0.00487521 0.00396267 0.00261279 0.00417281
internal_count=3121 3035 3031 3010 2973 2768 2705 2375 2246 2222 1968 1645 1002 330 253 643 624 570 448 343 315 323 306 132 322 92 680 127 89 201
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=19
num_cat=0
split_feature=52 1 14 147 48 52 2 16 133 52 52 43 3 52 4 1 15 52
split_gain=0.000146353 0.000208317 0.00021563 0.000257907 0.000236475 0.000293965 0.000417666 0.000217382 0.000276682 0.000343488 0.000220697 0.000239854 0.000341525 0.000123284 0.000115346 0.00031657 0.000102979 3.51925e-05
threshold=-0.40306999999999998 0.13686500000000004 0.023790000000000002 1.0000000180025095e-35 0.12879500000000002 -0.078224999999999975 0.097070000000000004 -0.49446999999999991 -1.0000000180025095e-35 0.11434500000000002 0.091275000000000009 -0.084154999999999994 0.097915000000000016 -0.088614999999999985 -0.080924999999999983 0.094385000000000011 -0.033689999999999991 0.10160000000000001
decision_type=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 13 -7 -9 10 11 -10 14 -2 -13 -16 -3 -12
right_child=1 16 -4 -5 -6 7 -8 8 9 -11 17 12 -14 -15 15 -17 -18 -19
leaf_value=-0.001437496141984291 -0.0008954843257621707 0.0023338125836767803 -0.0019969329940690314 0.0015331790486505853 -0.0020964673508118816 0.0012055395634538459 0.0032785334074011616 -0.0024422296057634439 -0.0017913416935857814 -0.0019880031223257202 0.00075997465380800758 0.0019997573279587643 -0.0018533317350043841 0.0010996575028569811 -0.0011933792979643967 0.0019761072413765355 0.00044137749396906331 0.0018709097232037057
leaf_weight=0.001255787826831666 0.0011778240079670377 0.001015412845093655 0.001012074105576132 0.0019061087738352347 0.0010573110468261584 0.0015495293128528998 0.0011109055143707636 0.0012155926268692654 0.0015241470713149852 0.0017700979453091339 0.0010903245916482618 0.0010974705513889767 0.0011459845885406494 0.0011056683373207804 0.0012216471571782793 0.001105292852208839 0.0011064274151468814 0.0010128174375108046
leaf_count=324 169 135 98 150 52 127 115 661 259 328 57 95 37 82 263 99 27 43
internal_value=0 6.82473e-05 -6.67253e-05 3.56026e-05 -0.000130508 -1.6189e-06 0.00112046 -0.000300747 -0.000509453 -0.000273746 9.64071e-05 -0.000317201 0.000174399 7.05645e-05 0.000852983 0.000312122 0.00134701 0.00129497
internal_weight=0 0.0222246 0.0201028 0.0190907 0.0171846 0.0161273 0.0033944 0.0127329 0.0111834 0.00996778 0.00819768 0.00609454 0.0045704 0.00228349 0.00342441 0.00232694 0.00212184 0.00210314
internal_count=3121 2797 2635 2537 2387 2335 366 1969 1842 1181 853 753 494 251 457 362 162 100
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=18
num_cat=0
split_feature=1 0 132 15 52 457 151 150 2 0 16 0 0 12 2 47 52
split_gain=0.00015592 0.000271144 0.000188446 0.000172076 0.000225597 0.000155136 0.00016445 0.000263187 0.000196284 0.000184731 0.000211806 0.00033979 0.000231963 0.000198456 0.000178306 0.000170722 0.000108398
threshold=0.077565000000000009 -0.084044999999999995 0.079970000000000013 0.035560000000000008 0.096795000000000006 -0.0029299999999999994 0.056735000000000001 0.083095000000000016 0.090675000000000019 -0.060129999999999996 -0.056919999999999991 -0.18113999999999997 -0.14454499999999995 0.051320000000000005 0.090425000000000019 0.09364500000000002 -0.029369999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 16 -2 7 9 -9 10 11 -7 -12 -11 15 -13 -3
right_child=2 3 -4 -5 -6 6 -8 8 -10 13 12 14 -14 -15 -16 -17 -18
leaf_value=-0.0025377728509650361 -0.0015438820472047517 -0.00063804867240034916 0.0023799870358012475 0.0016769223695814091 0.00066073116756129938 -0.0020472871981309583 -0.0011958951949499795 0.00037269239581208774 0.0033285041375681044 0.0027426809207186055 0.00038508913228160133 0.0016742658863133498 -0.0028024034118935481 -2.8156383213512385e-06 0.0029481804354629512 -0.0010941718277504594 -0.0029770894826586392
leaf_weight=0.0015686471757585798 0.0013532285497097627 0.0010792580429843657 0.0010301565935088011 0.0011187788118952047 0.0019437905573981284 0.0011724576104992241 0.0017500152522362819 0.0010661303139603015 0.0013253958081911321 0.0012556722506868439 0.0010009539036301973 0.0012543226732584234 0.0015006033503252025 0.0015436311406169523 0.0010202054623285051 0.0010992026872691518 0.0010074902876624492
leaf_count=815 102 206 154 466 70 60 66 79 101 134 57 233 245 128 64 62 79
internal_value=0 -0.000671104 0.000256725 -0.000102456 -0.000596368 0.000114154 0.000274549 0.000484811 0.00201082 0.000114193 -0.000328487 0.000330991 -0.00152698 0.00122872 0.0011575 0.00038128 -0.00176735
internal_weight=0 0.00671796 0.016372 0.00514932 0.00403054 0.0153418 0.0139886 0.0122386 0.00239153 0.00984705 0.00704775 0.00454619 0.00250156 0.0027993 0.00337373 0.00235353 0.00208675
internal_count=3121 1636 1485 821 355 1331 1229 1163 180 983 721 419 302 262 359 295 285
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=18
num_cat=0
split_feature=133 3 50 15 159 15 0 3 2 1 4 1 0 4 4 9 16
split_gain=0.000141412 0.000155793 0.000232162 0.000178508 0.000196201 0.000211505 0.000249752 0.000325844 0.000201354 0.000200518 0.000284387 0.000549329 0.000319796 0.000265968 0.000188679 0.000118622 0.000118541
threshold=0.10622000000000002 0.16158000000000003 0.11392500000000001 -0.15914499999999995 0.091005000000000016 -0.095869999999999983 -0.23091999999999999 0.088060000000000013 0.085785000000000014 0.12500000000000003 -0.083854999999999985 1.0000000180025095e-35 -0.10474999999999998 -0.46376499999999993 0.0067750000000000006 0.089995000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 8 -7 9 -5 10 13 -12 -13 -8 -9 -1 -15
right_child=-2 -3 -4 4 -6 6 7 14 -10 -11 11 12 -14 16 -16 -17 -18
leaf_value=0.0019670766602069901 -0.0017183778015270991 0.0014060745725600608 -0.0022234570887465373 -6.8759549265586596e-05 -0.0019822722772447655 0.0023802436362834827 -0.00057573604912698468 -0.0027652224018577419 -0.00281504085162897 0.0024531355531296553 -0.0032271053219601227 0.002178935581318586 -0.00095664746407122029 0.0011170285266086637 -0.00022949665500974676 -4.1632392754882772e-05 0.0032780936206689734
leaf_weight=0.0016868532524330028 0.001039152917404528 0.0017986301536723195 0.0010451608921216984 0.0013958915459678046 0.0011777801059394679 0.0011493201508869745 0.0011863744093609796 0.0012150037999596472 0.0010500583075614411 0.0010447753356856992 0.0012462368508603817 0.0013870908339543853 0.0015414579642645254 0.0011470643817409476 0.0014384907935891533 0.0010839375988281885 0.001132013206650127
leaf_count=211 435 149 169 70 216 44 110 72 132 30 738 81 338 230 23 25 48
internal_value=0 7.06723e-05 -4.98593e-05 7.0452e-05 -0.000120581 2.6245e-05 0.000275779 6.24609e-05 -0.00124775 0.000506401 0.000240192 -0.000592602 0.000528504 0.00124345 -0.00139058 0.00118127 0.00219043
internal_weight=0 0.0217261 0.0199275 0.0188823 0.0161116 0.0149338 0.0124878 0.0113385 0.00244595 0.00868501 0.00764024 0.00417479 0.00292855 0.00346545 0.00265349 0.00277079 0.00227908
internal_count=3121 2686 2537 2368 2132 1916 1714 1670 202 1575 1545 1157 419 388 95 236 278
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=151 49 1429 4 13 13 41 15 42 484 457 130 158 3 13 48 10 15 15 160 0 4 4 474 16 150 0 3 2 2
split_gain=0.000752012 0.000789179 0.000605924 0.000733496 0.000647168 0.000782927 0.000570009 0.000503561 0.000567166 0.000478338 0.00068609 0.000731664 0.000519219 0.000636854 0.000606476 0.000623832 0.000455703 0.000435448 0.000683842 0.000417782 0.000547225 0.000764489 0.000869049 0.000394723 0.000389768 0.000330195 0.000299583 0.000298042 0.000253801 0.00018147
threshold=-0.40381499999999992 0.13984500000000002 -1.0000000180025095e-35 0.27834500000000006 -0.53104499999999988 -0.47860499999999995 0.078475000000000017 0.084050000000000014 0.091295000000000015 0.085515000000000022 -0.0029299999999999994 -0.0015749999999999998 0.085900000000000018 0.097915000000000016 0.24813000000000004 0.092475000000000016 0.039530000000000003 -0.074054999999999996 -0.016799999999999995 -0.075414999999999982 0.15398500000000004 -0.0016099999999999997 0.053180000000000012 0.084660000000000027 -0.083134999999999987 0.081835000000000019 -0.084674999999999986 -0.074084999999999998 0.12358500000000001 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 2 -2 4 -4 -6 7 9 28 10 -7 -12 13 14 15 19 25 -15 -19 -13 21 24 -23 -11 -21 26 29 -24 -9 -5
right_child=1 -3 3 16 5 6 -8 8 -10 23 11 12 -14 17 -16 -17 -18 18 -20 20 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011919565373739473 -0.00098897903685201891 0.00086965342762724933 -0.0009987636106848388 -0.00020594879600535895 0.00088523131003560526 -0.00097485604729374842 -0.0010569698087479517 -0.0012348489888344778 0.00014712837301544541 -5.4377058431025993e-05 -0.00097311578223184905 -0.00074302996048153142 -0.00079801403224373654 0.00037886728536476872 0.0011520516491258363 0.0010102551595178484 -0.00013647390227961579 -0.0012530122930518857 2.0854057815358468e-05 0.0010958653582697859 -0.0005867350141032726 -0.0009421545706605331 0.00089200843345225381 0.0010435737404663422 0.00021654062079273738 0.0014003768872107207 0.0011013441126670207 -8.1233831626640341e-05 -0.00034860149526690825 0.00061115484499386561
leaf_weight=0.0010466572744913796 0.0012587435878765865 0.0019940151231683237 0.0014460803149347603 0.0011217987020142317 0.0016947775469446915 0.0014549074232479411 0.0011562491137571121 0.0016480553766523567 0.0016628948553960576 0.0011022419661670382 0.0013622890809974466 0.0010992816566817174 0.0012168951881530434 0.0013154618167128262 0.0014544945547223529 0.0016070522578832689 0.001815865163921293 0.0015482314989583301 0.0017722669735675814 0.0024406415636368728 0.0015778466863487503 0.0015482855623170167 0.0012108488226720837 0.0015379203888379323 0.0016612904995403355 0.0010112602393803627 0.0010309006009018287 0.0012580800083266119 0.0010294151920433592 0.0010153879835801405
leaf_count=65 153 67 20 32 20 178 100 705 300 85 102 118 130 35 31 113 51 17 34 51 15 87 53 78 197 64 101 51 9 59
internal_value=0 9.34755e-06 -3.24324e-05 -2.18052e-06 -8.22356e-05 -4.12777e-05 -9.24841e-05 -5.4692e-05 -0.000495188 2.12739e-05 -4.48144e-05 1.93969e-05 8.79937e-05 0.000146293 0.000296592 0.000196276 0.00044923 -0.000302981 -0.000573105 7.51128e-05 0.00016786 0.000314505 -0.000119694 0.00058519 0.000739737 0.00070371 0.000481332 0.000396078 -0.000894111 0.000182261
internal_weight=0 0.0430535 0.0410595 0.0398007 0.0338055 0.0323594 0.0306647 0.0295084 0.00434037 0.025168 0.0225279 0.021073 0.0197107 0.0184938 0.0138578 0.0124033 0.00599521 0.00463596 0.0033205 0.0107963 0.00969699 0.00811915 0.00401721 0.00264016 0.00410193 0.00417935 0.00316809 0.00246893 0.00267747 0.00213719
internal_count=3121 3056 2989 2836 2529 2509 2489 2389 1014 1375 1212 1034 932 802 716 685 307 86 51 572 454 439 191 163 248 256 192 104 714 91
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=39 45 14 43 151 49 47 4 11 13 13 42 376 3 0 13 15 2 1 0 3 3 16 42 4 160 1 51 52 2
split_gain=0.00106412 0.00111025 0.000983399 0.000922752 0.00077744 0.000757166 0.00155201 0.000918504 0.000883306 0.000836686 0.000888287 0.000693455 0.000901588 0.000658052 0.000907018 0.000959539 0.000732996 0.000676138 0.000649284 0.00061307 0.000613974 0.000555775 0.000490406 0.000476764 0.000472882 0.000337252 0.000333375 0.000518204 0.000401205 0.000305119
threshold=0.16946000000000003 -0.080359999999999987 0.062655000000000016 0.39192500000000002 -0.40381499999999992 0.13984500000000002 0.13206500000000002 0.24564500000000003 0.080455000000000013 -0.53104499999999988 -0.39067499999999994 -0.095284999999999995 0.049360000000000008 -0.10023499999999998 -0.10151999999999999 -0.0090849999999999976 -1.0000000180025095e-35 0.11215000000000001 0.11323000000000001 -0.17169499999999996 -0.072199999999999986 -0.077774999999999983 -0.011989999999999999 0.088670000000000013 -0.27825499999999997 -1.0000000180025095e-35 0.094465000000000007 0.08955500000000001 -0.077024999999999996 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 -1 3 4 -3 6 7 8 9 -6 -11 -12 13 16 17 21 -13 22 19 -9 -21 -16 26 -23 -18 -20 27 28 -15 -26
right_child=-2 2 -4 -5 5 -7 -8 18 -10 10 11 12 -14 14 15 -17 24 -19 25 20 -22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0014287772159790851 0.0014287293705161094 -0.0012229812047355642 -0.0011688096618830809 -0.0013440925155697656 -0.0010432797024817881 0.00092870977912567067 -0.0012711024414875074 0.00087212986548953 -0.0012737275301592634 0.00084047859825282052 -0.0010816731186826943 0.0012072590475224632 0.0012221349616406731 0.00074795488339068558 -0.00082857037337442528 -0.0014157110939706909 -0.00042407682604340762 -0.00093356374817260524 0.00037263372763714361 0.00022179368333011132 -0.001005990679890391 0.00095233628920512905 0.0010533239354517726 -0.00032079978428504335 -0.00015607634586457057 0.0013824364594933536 0.00061681566764827428 -0.00096534833003393723 -0.00033535244236123203 0.00074802091379267126
leaf_weight=0.0010135466382052974 0.0010147749048883261 0.0010501068502506419 0.0016394473258500844 0.0010831282653853682 0.0015578316491335889 0.0017955655910699688 0.0019236794652925928 0.0017961294992829835 0.0012071903187802482 0.0025201818237761088 0.0012615542762626211 0.0014381236211988835 0.0011796691019299024 0.0013281643496299012 0.0019037931549095062 0.0021317279271144424 0.0023512981490156903 0.0011328696442092223 0.0010773252402138667 0.0029010982599224633 0.0011644334061884365 0.0010112230223651214 0.0012840516079606241 0.001475912964034265 0.0012046054145215977 0.0018056135476920421 0.0016315093774892375 0.0011346602444497478 0.0014687243621054336 0.0020704801517013038
leaf_count=9 23 63 100 111 14 57 33 44 101 57 195 25 77 16 928 378 32 15 78 70 37 31 25 297 27 135 29 21 58 35
internal_value=0 -4.97705e-05 -8.26844e-05 -4.21144e-05 -9.17139e-06 2.13533e-05 -1.94161e-05 4.38846e-05 -7.73821e-05 -2.59615e-05 3.37783e-05 -5.09018e-05 6.26545e-06 -6.02396e-05 -0.000234371 -0.000629465 0.000297234 8.85693e-05 0.000450116 0.000177167 -0.000129863 -0.000247755 0.000257683 0.000196834 6.46278e-05 0.00100508 7.40357e-05 -0.000151206 0.00017908 0.000415486
internal_weight=0 0.0465436 0.0455301 0.0438907 0.0428075 0.0417574 0.0399619 0.0380382 0.0292936 0.0280864 0.0265285 0.0240084 0.0227468 0.0215671 0.0145026 0.00652266 0.00706451 0.00797998 0.0087446 0.00586166 0.00406553 0.00439093 0.00684711 0.00248714 0.00562638 0.00288294 0.00556306 0.00393155 0.00279689 0.00327509
internal_count=3121 3098 3089 2989 2878 2815 2758 2725 2361 2260 2246 2189 1994 1917 1798 1634 119 164 364 151 107 1256 149 328 94 213 124 95 74 62
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=146 45 151 151 1213 133 1429 475 48 457 1456 13 13 160 1 49 52 43 1374 0 4 4 42 2 3 52 0 2 12 13
split_gain=0.000817268 0.00108835 0.000757566 0.000695941 0.000688415 0.000616408 0.000589608 0.000604189 0.000585461 0.000751698 0.000686347 0.000618477 0.000561582 0.00100228 0.000819242 0.00135174 0.00077439 0.000806426 0.00068442 0.000664544 0.000634567 0.000391983 0.000608571 0.000538631 0.000385756 0.000370172 0.000560107 0.000225794 0.000579806 0.00021656
threshold=0.12035500000000002 -1.0000000180025095e-35 -0.40381499999999992 -0.14960499999999996 -1.0000000180025095e-35 -0.25159999999999993 -1.0000000180025095e-35 -0.08459499999999999 -0.065224999999999991 -0.0029299999999999994 -1.0000000180025095e-35 -0.53104499999999988 0.0076650000000000008 -0.085764999999999994 0.11323000000000001 -0.10774499999999999 0.10744000000000002 0.084740000000000024 -0.094929999999999987 -0.15202999999999997 -0.0024449999999999997 -0.46376499999999993 -0.11466499999999999 0.086885000000000004 -0.12018999999999998 -0.012164999999999999 -0.10151999999999999 0.097220000000000015 0.084225000000000008 -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 -1 -3 -4 -5 -6 -7 -8 24 -10 -11 -12 13 -13 15 -15 17 21 -17 -20 27 -14 -23 -24 -9 -22 -27 28 -21 -16
right_child=-2 2 3 4 5 6 7 8 9 10 11 12 16 14 29 18 -18 -19 19 20 25 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013199844226089549 -0.0011859338526244397 -0.0011390584192504589 0.00096263303117194768 -0.00087031006245133263 -0.0009039839116255587 -0.00088751466146294632 -0.00087477524522056407 0.0013106659929919854 -0.00074883444260480858 -0.00093514936840825402 -0.00075533144655593268 -0.00071105677760293685 -0.00074908546416207079 -0.0011597074254979711 0.0012692451985090601 -0.0004438607462813668 0.00066111824661408856 -0.0013019177462478256 0.0011921832927639338 0.0009921298150766286 0.00062424798869843289 -0.00056409032033211787 -7.5494680009279022e-05 0.0010788606913254043 0.00020735166100109849 0.00018970989569462365 -0.0010398089081153858 0.0010188140028245586 -0.00031674355204470934 0.00052564965077380149
leaf_weight=0.0010664899258721041 0.0010294976236764333 0.0010456703398231673 0.0012628433989156909 0.0016363313820947903 0.001254105112067804 0.001159223075667625 0.0011393001952284534 0.0011034706290899976 0.0018985139863685321 0.0010554627666407293 0.0012550882759398965 0.0014728758073642148 0.0012135685435481491 0.0010451033500160625 0.0021307010015121364 0.0014434780077436952 0.0019058016794313293 0.0011423538989969728 0.002081468805297239 0.0013492148667433217 0.0010392502938236792 0.001557434899157828 0.001508528320968594 0.0013194197957355769 0.0011036571369551487 0.0016092284411373114 0.0010768470042550526 0.0020273617420789591 0.0010463087286544104 0.0010029728164406828
leaf_count=21 4 65 61 490 167 149 168 26 161 192 28 222 20 44 151 28 49 14 32 84 71 43 44 85 97 40 86 75 366 38
internal_value=0 4.4507e-06 -3.0725e-05 -8.85816e-07 -3.32666e-05 4.84286e-06 3.77017e-05 6.96915e-05 0.000102914 5.49379e-05 0.000108893 0.000149365 0.000193085 0.000330167 0.000426912 0.000278009 -8.15656e-05 -0.000291526 0.000406728 0.000526752 0.000356767 -8.5376e-05 9.82925e-05 0.000463086 0.000758962 -4.44736e-05 -0.000303204 0.000694725 0.000420445 0.00103125
internal_weight=0 0.0409521 0.0398856 0.0388399 0.0375771 0.0359407 0.0346866 0.0335274 0.0323881 0.030181 0.0282825 0.027227 0.0259719 0.0173248 0.0158519 0.0127183 0.00864711 0.00674131 0.0116732 0.0102297 0.00814821 0.00559895 0.00438538 0.00282795 0.00220713 0.00372533 0.00268608 0.00442289 0.00239552 0.00313367
internal_count=3121 3117 3096 3031 2970 2480 2313 2164 1996 1873 1712 1520 1492 1237 1015 826 255 206 782 754 722 192 172 129 123 197 126 525 450 189
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=39 43 42 123 13 151 1429 4 480 49 13 1 0 43 4 3 3 151 160 457 43 47 4 147 51 43 12 16 3 3
split_gain=0.00106813 0.000906983 0.000731141 0.000772283 0.000870224 0.000796406 0.000714344 0.000709885 0.000658902 0.00074421 0.000727186 0.000494698 0.00081909 0.000612143 0.000593065 0.000534778 0.000637072 0.000445758 0.000489865 0.000700827 0.000650876 0.000886547 0.000653432 0.00105292 0.000479044 0.000423299 0.000356207 0.000218789 0.000158844 0.000140582
threshold=0.16946000000000003 0.39192500000000002 -0.12995999999999999 0.091310000000000016 -0.53104499999999988 -0.40381499999999992 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 0.10247500000000002 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 -0.084004999999999982 -0.49013999999999996 0.16158000000000003 0.11924500000000002 -0.086944999999999981 -0.084454999999999988 -0.0029299999999999994 -0.072864999999999985 0.092530000000000015 0.053180000000000012 0.10271500000000001 0.081440000000000026 -0.13868499999999997 0.091545000000000015 -0.015314999999999997 -0.075944999999999985 -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 -1 4 -4 -6 -7 8 9 10 -8 12 -12 14 -14 16 17 -13 27 -20 25 22 24 -24 -22 -21 -16 -19 -27 -15
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 11 15 13 29 26 -17 -18 18 19 20 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00088974948556967703 0.0014573652080272341 -0.0013501979056621516 -0.0011355330366721128 0.001121535381778961 -0.0012394597609032877 -0.0010019369443904046 0.0010249016041979702 0.0012793396975087187 -0.0010912259265239679 0.00085095908397098412 -0.0011413453423304713 0.00084037787560727647 -0.00056941230711785539 -0.00031625052817501974 0.0012170543223776291 0.0011361601326259536 -0.00081616570128843617 -0.0010864132869437535 -0.00100035298408193 0.000109762094673033 -0.00076774338661099852 -0.0011717735875669255 0.0013395585006106736 -0.00026508893193805127 0.00023619760339206865 0.00067233835393975074 0.00015327599321031475 -0.00012655165838080655 0.0013906382234198625 -0.0010161225897148424
leaf_weight=0.0019312017076906765 0.0010232870878255076 0.0011072468097068624 0.0014036270277699705 0.0013255126600379965 0.0010153317535115383 0.0012756967479585759 0.0015172572629751349 0.0010647108405619212 0.0010043656814815441 0.0026237359471336088 0.0019324906821675996 0.0017267755871710469 0.0011421343585382715 0.0014007330494791763 0.0013354471513515875 0.0010266657191415609 0.0016242410665086018 0.0010157844106117864 0.0010275910738641878 0.0015157271303891662 0.0017558235669123956 0.0011429150000576982 0.0020529376559323964 0.0015036599316999855 0.0023712204403878445 0.0011659896895324096 0.0013370375784269584 0.0010004817994202489 0.0014865669291221914 0.0010780116093127758
leaf_count=142 23 117 20 106 61 151 19 97 193 150 538 69 13 14 83 55 24 59 40 65 275 49 53 9 39 78 75 46 74 384
internal_value=0 -4.87467e-05 -1.42754e-05 2.81277e-05 -9.47122e-06 3.30821e-05 6.88452e-05 0.000108039 7.11291e-05 0.00010674 4.19961e-05 -1.00711e-05 -0.000311714 -5.69604e-05 0.000309311 0.000111462 5.72053e-05 0.000137055 6.1333e-05 0.000157881 0.00024947 2.54056e-05 0.000203482 0.000661145 -0.000190922 0.00072394 0.000684849 -0.000610125 0.00107489 -0.000620626
internal_weight=0 0.0429109 0.0418037 0.0398725 0.038547 0.0371433 0.036128 0.0348523 0.0337876 0.0327832 0.0301595 0.0286422 0.00822585 0.00629336 0.00381462 0.0204164 0.0193897 0.0177655 0.0160387 0.0140224 0.0129948 0.00882656 0.00768364 0.0035566 0.00412704 0.00416828 0.00267248 0.00201627 0.00265256 0.00247874
internal_count=3121 3098 2981 2839 2733 2713 2652 2501 2404 2211 2061 2042 1107 569 171 935 880 856 787 682 642 425 376 62 314 217 158 105 152 398
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=39 42 43 123 13 151 1429 49 13 1 0 151 159 475 43 4 457 0 15 1374 42 150 16 0 1 15 16 3 484 48
split_gain=0.00111494 0.000936408 0.000859113 0.000815626 0.000951323 0.00084096 0.000827879 0.000749482 0.000683969 0.000699214 0.000790001 0.000640454 0.00062087 0.000735648 0.000562462 0.000795387 0.000508191 0.000428739 0.000700486 0.000636665 0.000593167 0.000496632 0.000441838 0.000368779 0.000357801 0.000351439 0.000412738 0.000350421 0.000283531 0.00021532
threshold=0.16946000000000003 -0.26584999999999998 0.39192500000000002 0.091310000000000016 -0.53104499999999988 -0.40381499999999992 -1.0000000180025095e-35 0.10247500000000002 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 -0.086944999999999981 0.076905000000000015 -1.0000000180025095e-35 -0.084004999999999982 -0.10429499999999998 -0.0029299999999999994 -0.10607499999999999 -0.036009999999999993 -0.094929999999999987 0.086555000000000007 0.085825000000000012 -0.15012499999999998 -0.026509999999999995 0.12205500000000001 -0.036009999999999993 -0.094359999999999986 -0.13309499999999996 0.085515000000000022 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=1 -1 3 4 -3 -6 -7 8 -8 10 -10 29 13 -13 15 -12 -15 19 20 -18 27 22 24 -20 -21 26 -9 -19 -14 -11
right_child=-2 2 -4 -5 5 6 7 25 9 11 14 12 28 16 -16 -17 17 18 23 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013197556316740713 0.0013199608641872385 -0.0010912085199431729 -0.0012271524530967667 0.00095081399611350733 -0.0011453526569222209 -0.00095804873331011248 0.00083944796574247319 0.00094488089478394317 -0.0010437884531114396 0.0011408625160672791 -0.00041486458140711872 -0.00099021076529111742 0.000243366011461254 -0.00069662220763897897 -0.00056062820836576569 0.00075870980037863218 -0.00041261724648593246 -0.00067076789716782946 -0.0011923464647636075 0.00080832829849047472 0.00075451424590005538 0.0010825443394273943 -0.00044656297929293311 -0.00018877159513134667 -0.00012390646933013692 0.0012410293741491904 -0.00016913370412564529 0.00015756047307456639 0.0011187211896172692 0.00031575902416155875
leaf_weight=0.0010038464768431501 0.0010436945354328478 0.0014399269637976877 0.0010216355936014656 0.0015070655201492303 0.0010860430136698787 0.0014189258524539552 0.0016475675565912331 0.0010920537553040788 0.0021382383272860383 0.0012013519395139829 0.0019372288039463115 0.0013874895423189306 0.001501719346256091 0.0016192112619997081 0.0029968920173071368 0.0020908927696132729 0.0017214919744219515 0.0014724119320135287 0.0013167626175110102 0.0022020033297316388 0.0017874348627877623 0.0017816833538333299 0.0011490887384280023 0.0012360231053030295 0.0010629137251711995 0.0011692492676154123 0.0012328297702040025 0.002245426245868206 0.0011284408850755767 0.0010168279431956861
leaf_count=18 23 20 116 110 61 152 37 52 644 41 27 116 142 45 435 170 17 21 300 49 78 40 51 33 16 25 127 70 45 40
internal_value=0 -5.94003e-05 -3.10381e-05 -3.00255e-06 -3.71627e-05 1.83292e-07 3.16364e-05 6.84603e-05 9.70902e-06 -3.17249e-05 -0.000341507 8.73931e-05 1.80895e-05 -6.51634e-05 -0.00012775 0.000194307 7.78542e-06 7.91825e-05 -0.000135091 0.000297269 0.000129837 0.000494513 0.000257159 -0.00070643 0.000504834 0.000650926 0.000354146 -0.000170491 0.000618927 0.00076263
internal_weight=0 0.0456127 0.0446088 0.0435872 0.0420801 0.0406402 0.0395542 0.0381352 0.0346411 0.0329935 0.00916325 0.0238303 0.0216121 0.0189819 0.00702501 0.00402812 0.0175945 0.0159752 0.00805806 0.00791718 0.00550527 0.00619569 0.00441401 0.00255279 0.00326492 0.00349413 0.00232488 0.00371784 0.00263016 0.00221818
internal_count=3121 3098 3080 2964 2854 2834 2773 2621 2417 2380 1276 1104 1023 836 632 197 720 675 502 173 169 156 116 333 65 204 179 91 187 81
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=39 43 42 123 13 13 151 1429 1374 402 132 0 456 160 16 41 12 1374 148 484 16 42 4 15 15 156 12 15 3 16
split_gain=0.0011407 0.000960337 0.000891554 0.000846325 0.000990794 0.00099325 0.000687528 0.000718884 0.0006223 0.00065232 0.000611812 0.00103269 0.000664605 0.000703798 0.00103572 0.000674193 0.000661144 0.00060234 0.000503033 0.000535233 0.000477061 0.000476196 0.000724918 0.000495492 0.000418776 0.000361443 0.000239889 0.000179716 0.000127134 8.48873e-05
threshold=0.16946000000000003 0.39192500000000002 -0.12995999999999999 0.091310000000000016 -0.53104499999999988 -0.23438999999999996 -0.24462999999999999 -1.0000000180025095e-35 0.093235000000000012 0.088090000000000016 0.079970000000000013 0.12113000000000002 0.084065000000000015 -0.082299999999999984 -0.008904999999999998 0.075585000000000013 0.051320000000000005 -0.094929999999999987 0.10530000000000002 -0.0068949999999999992 0.042200000000000008 0.10194000000000002 0.23246000000000003 0.084050000000000014 -0.098289999999999975 0.088855000000000003 0.10149500000000002 -0.053579999999999996 -0.083924999999999986 -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 -4 26 -7 -8 9 10 11 12 13 14 -9 17 -12 -15 19 -19 -13 22 23 24 -21 27 29 -26 -29 -6
right_child=-2 -3 3 -5 5 6 7 8 -10 -11 16 20 -14 15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00096853874678746999 0.0015162584848602326 -0.0014189846381660858 -0.0012625813278283121 0.0011372334643093762 0.0013668516230741581 -0.0011916874214610185 -0.0010798131202052999 -0.0011528188395790919 -0.0010379862000923063 -0.0010427299938555756 0.0012940030824856968 -0.0014008447941415286 -0.00099672146265790862 -0.00042278710922845223 0.00057097407731640623 -0.00071994595568869208 -0.00011058536677537594 -0.00019085673312430691 -0.00040752298865069224 2.0937646809434097e-05 -0.00024889600726433754 -0.00027630747586031052 0.0014670820335188673 -0.00029796172623933431 0.0012452065527348384 2.0209229650250408e-05 0.00019305129948044868 0.0010479415867695786 0.00039318439882237826 0.00081159622608134086
leaf_weight=0.0021200942539516534 0.0011023522837021451 0.0011381557580487636 0.0013863294255571637 0.0015521195990395578 0.0010171470577802211 0.0011474035453673528 0.0013591822898528774 0.0019209011082741423 0.0011767922270529132 0.0011385535101606772 0.0019830169878023432 0.0014194159285381138 0.0010877517735250466 0.0018620309906864909 0.0013733333506649173 0.0013332880201062372 0.0012586021477165588 0.0019049472681951793 0.0013349815264973577 0.001688513814873005 0.001975556270743084 0.0011289204553950336 0.0025831060429135641 0.0013225170042505683 0.0032389823275593699 0.0010025210456972022 0.0011446131391892322 0.0013481354323623407 0.001377496561921987 0.0016730901022228286
leaf_count=142 23 117 20 106 72 70 151 243 41 278 55 21 133 23 100 46 189 208 12 64 55 162 92 367 104 60 16 55 66 30
internal_value=0 -4.39998e-05 -9.11414e-06 3.84784e-05 -2.92769e-06 4.09482e-05 -3.72397e-05 8.03744e-07 4.47004e-05 8.41675e-05 0.000125364 5.29524e-05 0.000161485 0.000215279 -0.000434187 0.000321587 0.000748653 0.000395483 0.000485479 0.000561923 -0.000730518 0.000666669 0.000751418 0.000566149 0.000698179 0.000862311 0.00077425 0.00100385 0.000717036 0.00102153
internal_weight=0 0.0459975 0.0448593 0.0427392 0.0411871 0.0398008 0.0359659 0.0348185 0.0334594 0.0322826 0.031144 0.0279024 0.0245074 0.0234197 0.00329423 0.0201254 0.00324162 0.0187922 0.0169301 0.0155951 0.00339497 0.0136902 0.0125613 0.00997817 0.00865565 0.00696714 0.00383485 0.00596461 0.00272563 0.00269024
internal_count=3121 3098 2981 2839 2733 2713 2595 2525 2374 2333 2055 1811 1735 1602 343 1259 244 1213 1190 1178 76 970 808 716 349 285 118 225 121 102
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=151 49 50 4 2 13 13 11 49 403 16 0 1 1 403 1429 43 376 43 52 3 16 49 15 3 12 43 42 12 3
split_gain=0.00067703 0.000828656 0.000751433 0.000937158 0.000835796 0.000765622 0.000932787 0.000703381 0.000615901 0.00087604 0.000827923 0.000623912 0.000581771 0.000557904 0.000482467 0.000658697 0.000669175 0.000993779 0.000444381 0.000404872 0.000586969 0.00051352 0.000602817 0.000508339 0.000392482 0.000533209 0.000544532 0.000521253 0.000384917 0.000331855
threshold=-0.40381499999999992 0.13984500000000002 0.13146500000000003 0.27834500000000006 0.113445 -0.53104499999999988 -0.47860499999999995 0.080455000000000013 0.0093850000000000027 0.090990000000000015 -0.36241499999999999 -1.0000000180025095e-35 0.10612500000000001 0.11230000000000001 -0.088999999999999982 0.084690000000000015 -0.074359999999999996 0.084620000000000015 -1.0000000180025095e-35 -0.085984999999999992 0.097915000000000016 -0.0083599999999999976 -0.047584999999999995 -0.074054999999999996 -0.075944999999999985 0.092355000000000007 -0.15582499999999996 0.084695000000000006 -0.029094999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -2 -7 8 9 10 -8 -10 -5 -14 -12 16 17 24 -18 -20 21 22 -21 -22 25 26 -16 -28 -26 -24
right_child=1 -3 -4 4 -6 6 7 -9 11 -11 14 -13 13 -15 15 -17 18 -19 19 20 23 -23 29 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0011153076980496908 -0.0010439938286503901 0.00088996784001341882 -0.0011479536177318914 0.0010264317774427889 0.0011868185960469137 0.00090798483538028982 -0.00097127819934259376 -0.0010007609383043256 -2.847432178027578e-05 -0.0013041514218884468 -0.00093130968879785584 0.0013039431550917755 -0.00074463915374043896 0.00038134205881934209 0.0011473937644038512 0.0009780401295559633 -0.0010265187224792155 -0.00086789654510392592 -0.00076781349634252568 0.00051155866514547934 0.00014120905267948853 0.00089288063596192015 -0.0010121370089896061 -0.001117367540590327 0.00020965466718696722 -0.00034411881187228942 0.00072934915206936753 -0.00062624973965838061 0.001222735818079552 -8.2477037149437975e-05
leaf_weight=0.0010314160475672898 0.0015137689712716442 0.0019287271540022735 0.0011038606505260331 0.001052045341708662 0.0021172149478825286 0.0018271380867957978 0.0017727077442994876 0.0015564060970216778 0.0014630179732666448 0.0011209062421291263 0.0010056290524058644 0.0012103197182113936 0.0015563525362836117 0.0017755654497118023 0.0015301743273568045 0.0013304598542056558 0.0011946354203717377 0.0013110563016045526 0.0016729365929490864 0.0023047072686210885 0.0010207364884280423 0.0014641125950856319 0.0011200122615166921 0.0014845241718148827 0.0011713026273501015 0.0021096501415485136 0.0011075136768594618 0.001033497966228758 0.0017826529182229925 0.0020451765396103366
leaf_count=65 19 67 86 25 171 19 87 131 426 188 339 16 24 82 21 79 322 23 96 32 22 41 206 25 70 87 115 155 54 28
internal_value=0 9.73447e-06 -2.9971e-05 -3.43827e-07 0.000478495 -8.88999e-05 -4.59206e-05 -0.000100708 -5.44082e-05 -0.000115388 -6.50325e-05 0.000574761 0.000136413 -0.000144608 3.78693e-08 3.95846e-05 -1.62735e-05 0.000246639 -0.000230884 -0.000145348 -3.50278e-05 0.00017075 -2.25403e-05 -0.000604577 0.000413926 0.000205901 0.00052197 7.49815e-05 0.000821029 -0.00041144
internal_weight=0 0.0446868 0.0427581 0.0416542 0.00650118 0.035153 0.0336393 0.0318121 0.0302557 0.0275824 0.0264615 0.00267334 0.00438396 0.00333192 0.0246888 0.0236831 0.0223527 0.0100458 0.0123068 0.0111122 0.00943927 0.00693401 0.0054699 0.00250526 0.00873479 0.00578084 0.00367119 0.00214101 0.00295396 0.00316519
internal_count=3121 3056 2989 2903 302 2601 2582 2563 2432 1990 1802 442 131 106 1715 1376 1297 525 772 450 354 307 266 47 502 378 291 270 124 234
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=39 31 45 14 457 457 42 151 150 52 43 13 376 49 0 0 15 14 48 1 2 48 1 42 12 15 43 12 4 16
split_gain=0.00132034 0.00121922 0.00121662 0.00108822 0.00101249 0.00104586 0.00098361 0.000944189 0.000966121 0.00104911 0.000905039 0.000830906 0.00104519 0.000749602 0.000880387 0.00126817 0.00105305 0.00068339 0.000701216 0.000798631 0.000784034 0.000664628 0.00065894 0.000724719 0.000539616 0.000493607 0.00042143 0.000752525 0.000488584 0.000366651
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.080359999999999987 0.062655000000000016 -0.15747999999999998 -0.0029299999999999994 -0.26584999999999998 -0.5225749999999999 -0.093459999999999988 0.41423000000000004 0.39192500000000002 -0.53104499999999988 0.088470000000000007 0.10247500000000002 -0.10607499999999999 -0.08824499999999999 -0.03241999999999999 -0.10708499999999999 0.12879500000000002 1.0000000180025095e-35 0.098035000000000011 0.086425000000000016 0.08844500000000001 -1.0000000180025095e-35 0.09857500000000001 -0.098289999999999975 -0.081154999999999991 0.090345000000000023 -0.10429499999999998 -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 -1 -3 4 -4 -6 -7 -8 -9 10 11 -10 13 14 17 -16 29 -13 19 -19 21 25 23 -18 26 -21 28 -28 -25 -17
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12 12 -14 -15 15 16 22 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013730980048971492 0.0013734152623257787 0.0013732583712123144 0.0010342422496945778 -0.0012246705300590357 -0.0010385827383133767 -0.0013730866408346262 -0.0013447228895615037 0.0012627693927755557 -0.00086001523364498877 -0.0011039546333187782 -0.0012630357855833495 -0.00066106107205682514 0.0013461790209792989 0.00077769677486639807 -0.0010822166140397849 0.0011932664805290056 -0.0011172166178319042 -0.00034408329778267587 -0.00063401938935020777 8.62678072780222e-05 0.0013126683574310402 -0.00029113963158217788 -0.0009377236071692488 4.9427816543871411e-05 -0.00089767030722859526 0.0010201191986696477 -0.00069410658020382194 0.00074694805849659688 0.0010532729477881453 0.00027818486604507865
leaf_weight=0.001103800412921351 0.0012512751629429877 0.0010545418736001002 0.0014905471859663058 0.0016168025289893242 0.0022021181246565371 0.001063115725500551 0.0010143237692972198 0.0011043726540425061 0.0018307423653141077 0.0016704542242624845 0.0010288568282192925 0.001365757776959243 0.0012030238159654863 0.0024421343903344708 0.0026528943510730615 0.0010548015112250564 0.0011883525460727453 0.0018564461526366796 0.0011940365147893326 0.0016836098855641524 0.0024195346245639016 0.0018791278967000835 0.0023319122447764675 0.002111482199310899 0.0010188318297608134 0.002911801750116183 0.002011209558837523 0.0010341895790118016 0.0016110591966231871 0.0037921273042955646
leaf_count=84 23 9 34 99 207 17 45 26 33 159 101 31 33 186 310 83 362 45 10 24 113 19 303 26 58 32 248 82 64 255
internal_value=0 -5.40407e-05 -8.56485e-05 -0.000117185 -7.92224e-05 -0.000115558 -6.88035e-05 -3.61092e-05 -4.04486e-06 -3.87669e-05 7.30397e-06 4.2071e-05 8.82505e-05 4.44615e-05 -1.12925e-05 -0.000202511 -5.80413e-05 0.000258891 0.00036408 0.000474936 0.000645889 0.000396714 -0.000287535 -0.000118603 3.37968e-05 0.000677986 0.000174018 -0.000204738 0.000483877 0.000477327
internal_weight=0 0.050942 0.0498382 0.0487837 0.0471669 0.0456763 0.0434742 0.0424111 0.0413968 0.0402924 0.0386219 0.0375931 0.0357623 0.0345593 0.0321172 0.0188069 0.016154 0.0133103 0.0119446 0.0107505 0.00889407 0.00647454 0.011307 0.00897512 0.00778677 0.00459541 0.00676794 0.0030454 0.00372254 0.00484693
internal_count=3121 3098 3014 3005 2906 2872 2665 2648 2603 2577 2418 2317 2284 2251 2065 1791 1481 274 243 233 188 75 1143 840 478 56 420 330 90 338
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=31 151 49 50 4 2 11 1213 3 49 16 16 0 0 15 3 40 1374 48 3 51 16 160 15 2 2 2 52 3 15
split_gain=0.00105212 0.00065646 0.000814183 0.000685384 0.000961482 0.000895836 0.00058909 0.000562892 0.000620819 0.000715132 0.000644652 0.000520163 0.000724935 0.000810442 0.000538107 0.000524704 0.0005449 0.000518975 0.000501343 0.000377406 0.000372023 0.00031092 0.000250205 0.000527026 0.000391136 0.000654077 0.000515159 0.000401579 0.000199229 0.000197944
threshold=-1.0000000180025095e-35 -0.40381499999999992 0.13984500000000002 0.13060500000000003 0.27834500000000006 0.113445 0.080455000000000013 -0.080769999999999995 -0.12018999999999998 0.0034800000000000005 0.0057500000000000008 -0.36241499999999999 -0.10607499999999999 -0.08824499999999999 0.091650000000000023 -0.0087149999999999988 -0.067184999999999981 -0.094929999999999987 -0.032929999999999994 -0.13927999999999999 -0.082744999999999985 -0.50992999999999988 0.032695000000000009 -0.055554999999999993 0.10222000000000002 0.097605000000000011 0.086950000000000013 0.083680000000000018 -0.00083499999999999991 -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=-1 -2 3 4 6 18 7 -3 9 10 -9 21 15 -14 22 29 -17 -18 -6 -20 -19 -10 23 -15 25 26 27 28 -25 -13
right_child=1 2 -4 -5 5 -7 -8 8 11 -11 -12 12 13 14 -16 16 17 20 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013461884909623154 -0.0011133940096161039 -0.0010371038206567539 0.00082679547442568034 -0.0011243973542997747 0.00073806203844685903 0.0011344791071448627 -0.00096845050999053975 -0.00055275588139621799 -0.00029465032850428197 0.0012448242634106037 0.00059021728036929037 0.0003874171011255838 -0.0010622344884490252 -0.0010250514879537194 -0.0010231333551114197 -0.00087626304867745699 -0.00048028554222672083 -0.00025198070912333992 0.0003755480701245866 -0.0006222094250471653 0.00060659721552068393 -0.0012494438700389405 0.00051326767454552304 0.00025701203946053622 -0.00062538399336628503 0.0011432494903796356 -0.00072457365482029841 0.00082831609057903174 -0.00051150082260851464 0.0012247392990909183
leaf_weight=0.0010036397514370235 0.001022505679919127 0.0010954727440028447 0.0019527517908737293 0.00107297459308242 0.0014140667182687139 0.0022101377555439061 0.0014446223919915005 0.0016235521553511411 0.0013771601623719931 0.0012874936808131565 0.0019892011022655254 0.0010153230503959776 0.0020362988010188465 0.0010307854843362163 0.0011202164755776964 0.0010157283787179949 0.0016140458544668945 0.0012074656498128888 0.0011146485554149876 0.001789079747909871 0.003764826488161779 0.0011205899741901703 0.0012921387060640397 0.0013175834233067844 0.0014653168431228991 0.0010024628907219224 0.0014525188621046237 0.0012884164322759517 0.0011396500719343203 0.0010306210391366477
leaf_count=86 64 321 66 90 31 169 134 57 39 22 35 16 365 223 315 25 19 38 19 45 84 64 136 197 39 21 207 137 20 37
internal_value=0 -4.77569e-05 -2.19886e-05 -6.30837e-05 -3.40776e-05 0.000437573 -0.000128143 -8.93431e-05 -5.49543e-05 0.000383519 7.65712e-05 -0.00013991 -7.60127e-05 -0.000281651 -0.00013857 0.000204169 4.13344e-05 0.000182844 8.08493e-05 -0.000239202 0.000398101 -0.000723009 -3.93692e-05 -0.000121479 1.84589e-08 0.000147812 -4.41575e-05 0.0002197 -9.94196e-05 0.000809209
internal_weight=0 0.0433077 0.0422851 0.0403324 0.0392594 0.00652793 0.0327315 0.0312869 0.0301914 0.00490025 0.00361275 0.0252911 0.0227934 0.0131454 0.0111091 0.00964801 0.00760207 0.00658634 0.0043178 0.00290373 0.00497229 0.00249775 0.00998887 0.00869673 0.00766595 0.00620063 0.00519817 0.00374565 0.00245723 0.00204594
internal_count=3121 3035 2971 2905 2815 264 2551 2417 2096 114 92 1982 1879 1660 1295 219 166 141 95 64 122 103 980 844 621 582 561 354 217 53
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=20
num_cat=0
split_feature=51 39 52 52 474 160 133 151 49 48 3 2 1 2 160 2 159 2 2
split_gain=0.000216843 0.000289592 0.000287167 0.000255831 0.000287876 0.000427237 0.000349815 0.000391569 0.000360637 0.000324157 0.00046129 0.000442217 0.000442525 0.00031116 0.000284036 0.000270465 0.000292271 0.00024761 0.000116983
threshold=-0.40274499999999996 0.11593500000000001 -0.24456499999999998 -0.081429999999999989 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.093655000000000002 -0.032929999999999994 -0.116045 0.11362000000000001 0.10060500000000001 0.10060500000000001 -0.23055499999999998 0.097070000000000004 0.082585000000000006 0.098035000000000011 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 5 14 -7 -8 9 -9 13 12 17 -11 -5 16 -4 18 -12
right_child=1 -3 3 4 -6 6 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0025492300556946559 -0.0028475893596399803 0.0028201533519409253 0.0019990914131322347 -0.00050475190111915272 0.0025660213250273513 -0.0026586953882436468 -0.0028867101584125303 0.0029283429154417944 0.003298433971329996 -0.0045770556614366355 0.00015823681665125684 -0.0027187655929767933 0.0035081071011557534 -0.00038690682738022099 -0.0040970410208100933 0.0037907969648165799 -0.0018446926895398954 0.0022644670039957296 -0.0021178093282728902
leaf_weight=0.0010029176753604254 0.0010778338939325628 0.0011365626962737121 0.0015172149363362154 0.0013019260535329369 0.0011044972378861919 0.0013554388462018738 0.0010852372774463612 0.0012301647933856694 0.0013494416760709846 0.0010170269510894041 0.0019301322322038492 0.0010625810803073232 0.0017595468314107743 0.0011793844537066889 0.001415786352926939 0.001062659542807598 0.0010189294951695599 0.0012636148942988257 0.0010881341599451311
leaf_count=114 302 59 124 291 173 621 59 56 72 41 284 87 81 25 326 99 163 39 105
internal_value=0 8.54088e-05 -5.07994e-05 8.785e-05 -0.000180332 -0.000358362 2.45634e-05 0.000305082 0.000596651 0.000250431 -0.000103776 0.000583634 0.00116447 -0.00232711 -0.00237615 0.00143986 0.0004548 0.0002014 -0.000662315
internal_weight=0 0.0239561 0.0228196 0.0217417 0.0181429 0.0170384 0.0143207 0.0129653 0.01188 0.0105306 0.00930042 0.00710401 0.00604143 0.00219641 0.00271771 0.0035988 0.00253614 0.00428188 0.00301827
internal_count=3121 3007 2948 2646 2260 2087 1470 849 790 718 662 596 509 66 617 386 287 428 389
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=20
num_cat=0
split_feature=43 52 15 42 52 1 42 15 15 2 49 15 2 0 4 16 16 4 15
split_gain=0.000164549 0.000235367 0.000205634 0.000643063 0.000292023 0.000290249 0.000569342 0.000474088 0.00044928 0.000265626 0.000261243 0.000289262 0.000216153 0.000208974 0.000207517 0.000184075 0.00014211 9.25476e-05 5.6709e-05
threshold=0.24789500000000006 0.41423000000000004 0.024640000000000006 0.083995000000000014 0.10744000000000002 1.0000000180025095e-35 0.079510000000000011 -0.016799999999999995 -0.040804999999999994 0.11093500000000002 -0.047584999999999995 -0.24436499999999997 0.090675000000000019 -0.18113999999999997 0.09173000000000002 0.042200000000000008 -0.16927999999999996 -0.029144999999999997 -0.45963999999999994
decision_type=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 15 8 10 -6 12 18 -7 -13 -15 -1 -4 -9 -12
right_child=-2 -3 3 -5 9 7 -8 17 -10 -11 11 13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0013181958509291122 -0.0017159768890975503 -0.0020193958222833193 -0.0010857872380385721 0.0017507558823841504 0.00011582543668880576 0.00025762825829641717 -0.00380750744815413 0.0014276901183112869 -0.0026262955202755139 0.0031466947775073265 0.00056526919187235511 -0.0021870323781838421 0.0032580778964092249 -0.0013767317892293808 0.0011988096576341144 0.0013144234975396322 -0.0034559254962179689 0.0033675424885074097 0.0020912281119640727
leaf_weight=0.0010071450362000292 0.0012148505332524309 0.0011471773436799717 0.001043310557661048 0.0013461232390741817 0.0011400931337290912 0.0010126989431129552 0.0011404812330431113 0.001027357487142222 0.0012343934056087144 0.0015069971717538433 0.0010532449476727823 0.0014975770829295217 0.0011520044220709735 0.0013113337714947288 0.0015116997410462574 0.0014609544965639709 0.0012459762669767274 0.0011932126980984713 0.0011365434776772184
leaf_count=141 188 178 44 511 113 65 437 150 69 65 85 44 87 164 43 78 497 72 90
internal_value=0 7.28058e-05 0.000181798 -0.000847795 0.000385379 0.000140505 -0.0010391 0.000491428 4.80461e-05 0.00184131 0.000428582 -4.55004e-05 0.0018544 -0.000756459 2.43899e-06 0.000240144 -0.00237577 0.00247006 0.00135727
internal_weight=0 0.0231683 0.0220211 0.00363541 0.0183857 0.0157386 0.00360858 0.0121301 0.0099095 0.00264709 0.0086751 0.0065104 0.0021647 0.00432061 0.00282303 0.0024681 0.00228929 0.00222057 0.00218979
internal_count=3121 2933 2755 1052 1703 1525 656 869 647 178 578 426 152 251 207 219 541 222 175
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=18
num_cat=0
split_feature=133 132 41 133 42 1 43 4 160 16 4 160 4 1 151 3 0
split_gain=0.000151957 0.0001577 0.000237283 0.000223518 0.000181547 0.000424262 0.000324948 0.000361412 0.000229936 0.000239464 0.000217672 0.00029712 0.000259874 0.000186516 0.000238058 0.000366815 0.00019746
threshold=0.10622000000000002 0.080640000000000017 0.07831500000000001 0.091410000000000005 -0.0060199999999999993 0.11507500000000002 -0.084004999999999982 -0.055319999999999994 -0.10151499999999998 0.22339500000000004 -0.0016099999999999997 0.043720000000000009 -0.16363499999999997 0.094385000000000011 -0.0033899999999999994 0.12745000000000004 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -8 10 11 12 -10 -12 -15 16 -16
right_child=-2 -3 -4 -5 6 -7 8 -9 9 -11 13 -13 -14 14 15 -17 -18
leaf_value=-0.0033421212398934198 -0.0017634565235840414 0.0015467560543079247 -0.0021285453998941772 0.0022594117181050873 0.0033938607131517289 0.00067635889162580667 -0.0023123365465386133 -0.00039188588214662953 0.0039319807913281322 -0.0017161885415771449 -0.0016501515770672686 -0.00088573047987184034 0.00093830578469284917 -0.0015970843550709728 0.0025471563361836196 -0.001522308157967946 2.76847739383692e-05
leaf_weight=0.0011842808539899432 0.001107530270735623 0.0015712981736173406 0.0011984465582806072 0.0010464756306096659 0.0013876292427248416 0.0012731784941699686 0.0010464277754129439 0.0010231132760077912 0.0010373363202482687 0.0015886891532789762 0.0016442951072490677 0.0011806875301336728 0.0019503996110719624 0.0013198698575536127 0.0019745681805645177 0.001200891104320867 0.0011492780775362865
leaf_count=554 435 240 98 151 59 33 209 238 36 226 129 100 359 75 51 63 65
internal_value=0 6.95586e-05 -3.98993e-05 8.52127e-05 -3.47857e-05 -0.0012602 0.000147688 0.0017872 -0.000132777 4.20467e-05 0.000285846 0.00116665 0.0019777 -0.000217873 0.000199355 0.000747612 0.00162023
internal_weight=0 0.0227769 0.0212056 0.0200071 0.0189606 0.00245746 0.0165032 0.00241074 0.0140924 0.013046 0.0114573 0.00416842 0.00298774 0.0072889 0.00564461 0.00432474 0.00312385
internal_count=3121 2686 2446 2348 2197 587 1610 297 1313 1104 878 495 395 383 254 179 116
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=18
num_cat=0
split_feature=1 0 133 133 13 4 159 157 160 43 3 49 151 2 12 47 3
split_gain=0.000132849 0.000222065 0.000204999 0.00019215 0.000187591 0.000200251 0.000332816 0.000436583 0.000365479 0.000185588 0.000183499 0.000164801 0.000177894 0.000239193 0.000257129 0.000148401 0.000119552
threshold=0.077565000000000009 -0.059114999999999994 0.048520000000000008 1.0000000180025095e-35 -0.092094999999999982 -0.033174999999999989 -0.20761999999999997 -0.028564999999999997 -1.0000000180025095e-35 -0.079914999999999986 -0.015584999999999998 -0.081404999999999991 -0.0083949999999999979 0.090675000000000019 0.10345000000000001 0.077555000000000013 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 9 15 16 -7 -8 -9 -3 -1 -10 -13 14 -14 -2 -6
right_child=2 3 -4 -5 5 6 7 8 11 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0027582970790576205 0.0021096882682461828 0.0019879537616674728 0.0019171352651524765 -0.0011838686217684818 -0.00034494276066458714 0.0024349749368352742 0.0025261113968786681 -0.0028357385751814298 0.0013972183193360652 -0.000206010543561933 -0.0002785925431467964 -0.0015318924473753149 -0.0016851279813487479 0.0014860096274931535 0.00071587697651436042 7.7690477875827122e-05 -0.0023854998196755593
leaf_weight=0.0012108797707773419 0.0013354181596045836 0.0011806098293902778 0.0011805440195536967 0.001581733232906668 0.0010641915649582953 0.0010065346729888373 0.0010023969634496187 0.0010522315783152471 0.0011012204286018372 0.0017809379882995913 0.0010060939910618849 0.0018337634850924579 0.0018129751661421925 0.0014623811967134359 0.0015015456302656105 0.0013120503773649261 0.0010506657374822481
leaf_count=1395 182 29 294 79 308 50 89 98 35 68 65 103 82 70 18 60 96
internal_value=0 -0.000519613 0.000193272 2.36704e-05 6.22745e-05 -0.000151444 8.5552e-05 -0.000156579 -0.000463412 0.000668605 -0.00163297 -0.000139725 -0.000395753 4.039e-05 -0.000597424 0.00110266 -0.0013587
internal_weight=0 0.00676025 0.0167159 0.00454328 0.0155354 0.0128879 0.010773 0.00976651 0.00876412 0.00296155 0.00221697 0.00771189 0.00661067 0.0047769 0.00331452 0.00264747 0.00211486
internal_count=3121 1636 1485 176 1191 949 545 495 406 97 1460 308 273 170 100 242 404
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=151 49 50 4 2 14 13 13 403 48 11 157 49 403 16 43 42 15 1 484 52 13 13 3 4 13 151 16 52 43
split_gain=0.000659817 0.000730657 0.000773152 0.000913629 0.000869666 0.000663045 0.000677675 0.000711563 0.000602143 0.000552032 0.000493394 0.000567846 0.000541612 0.000752316 0.000803724 0.000518281 0.000917375 0.000483756 0.000481281 0.00047833 0.000449188 0.000421373 0.000593456 0.000456965 0.00061105 0.000630733 0.000414911 0.000395912 0.000646706 0.000333033
threshold=-0.40381499999999992 0.13984500000000002 0.13146500000000003 0.27834500000000006 0.113445 0.076175000000000007 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 -0.032929999999999994 0.080455000000000013 -0.078064999999999982 0.065470000000000014 0.088465000000000002 -0.36241499999999999 -0.053764999999999993 -0.11466499999999999 -0.10203999999999998 0.077565000000000009 0.084040000000000017 -0.013374999999999998 0.24813000000000004 0.18141000000000002 -0.10023499999999998 0.09173000000000002 -0.084034999999999985 0.056735000000000001 -0.090344999999999995 -0.065544999999999978 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 3 5 9 6 -2 -8 -9 -5 11 19 13 14 -13 16 -16 -17 29 -10 -11 22 23 -18 25 -25 27 -20 -29 -19
right_child=1 -3 -4 4 -6 -7 7 8 10 20 -12 12 -14 -15 15 17 21 18 26 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0012163258352036294 -0.0010452902728235432 0.00091902454466075785 -0.0012830216676934742 0.00090110345262903201 0.0012690960927087109 -0.0012256212021893125 0.00093293574660475813 -0.0011781421134995143 5.0336553062807662e-05 0.00056813340668940087 -0.00096705947939854109 -0.0010396505594877921 0.00073814427130876239 -0.00140115963979316 -0.00084863559795151353 -0.001092488071296331 0.0013503466916685049 -0.0011596799657730594 0.00085980938393861398 0.0013242844800995699 -0.00066572286979290111 0.0013450919494069704 -0.00068724511024192297 0.00069419420104181826 0.0013218058623052364 -0.00063969505720018168 -0.00058014982456703441 -0.0009978873554486933 0.00046691344249051738 -2.9485107242076954e-05
leaf_weight=0.0010387871789063743 0.0015388039690993329 0.0019246541094513061 0.0011122294115541989 0.001408486859403979 0.0022803623469038747 0.0011689555366576334 0.0017192732738777741 0.0010856991934868878 0.0013848922510502062 0.0010252934239625144 0.0012282219745429748 0.001773380274252989 0.001812507138529317 0.0010107553553821971 0.0013827744951702137 0.0012452616577664994 0.0012523899984913101 0.0013609078576155773 0.0019862871657956305 0.001325000180928626 0.002000585505955276 0.0011342654843922162 0.0010720527465934993 0.0015387415804171134 0.0010406016630497561 0.0017302546247015514 0.00148514468858707 0.0010193426910856118 0.0021595068618571744 0.0010699615593559031
leaf_count=65 17 67 86 34 171 95 18 377 162 22 102 66 331 194 25 38 23 254 38 81 75 10 16 110 9 330 23 64 142 76
internal_value=0 6.11155e-06 -3.63784e-05 -1.92106e-06 0.000508414 -0.000104136 -6.36192e-05 -1.46012e-05 -7.05871e-05 0.000117234 -2.76605e-05 1.54171e-05 -5.86296e-05 -0.000123502 -6.27324e-05 2.62137e-05 0.000288867 -0.000206544 -8.50586e-05 0.000673233 -0.000247641 0.000491344 0.000345373 0.000544407 0.000310197 -1.18232e-05 0.00012591 0.000328925 -2.79548e-06 -0.000662218
internal_weight=0 0.0432766 0.0413519 0.0402397 0.00671473 0.033525 0.032356 0.0308172 0.0290979 0.00443437 0.0280123 0.026784 0.0240741 0.0222616 0.0212509 0.0194775 0.00915108 0.0103264 0.00908115 0.00270989 0.00302588 0.00776831 0.00663404 0.00556199 0.0043096 0.003269 0.00665028 0.00516514 0.00317885 0.00243087
internal_count=3121 3056 2989 2903 302 2601 2506 2489 2471 131 2094 1992 1749 1418 1224 1158 523 635 597 243 97 498 488 472 449 440 267 244 206 330
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=18
num_cat=0
split_feature=14 484 160 38 124 484 457 1 151 2 1 16 0 2 151 16 3
split_gain=0.000143251 0.000174812 0.000276741 0.000154408 0.000302513 0.000214725 0.000190486 0.000249269 0.00029775 0.000362965 0.000240097 0.000245102 0.000220566 0.00020658 0.000203079 0.000158962 0.000107871
threshold=0.076175000000000007 0.085515000000000022 -0.081969999999999987 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 0.056735000000000001 0.073895000000000002 0.12958500000000003 -0.056919999999999991 -0.084044999999999995 0.10097500000000002 -0.044604999999999992 -0.040964999999999994 -0.077774999999999983
decision_type=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 12 9 10 11 16 -8 -14 -11 -16 -9
right_child=-2 2 -4 -5 5 6 7 8 -10 14 -12 -13 13 -15 15 -17 -18
leaf_value=0.0019424604357358994 -0.0015353464695939054 0.0026758637914195186 -0.0004823631533512909 -0.0016495714133146918 -0.0018093784754997671 -0.0018249653631592653 -0.0025031943913901115 -0.0009039804062784476 -0.0017405183394563642 0.00038297382283789975 0.001373241887471963 -0.0024989034616518108 0.00081047241644505283 -0.0013315924639425705 0.0031843127200161842 0.0010678362238890216 0.0011620705337260569
leaf_weight=0.0015194370994918707 0.0011696508973466626 0.00122676902130614 0.0010069134308663399 0.0011545121803941951 0.0014031622129906654 0.0010503580977689877 0.0010595452500842218 0.0010125354723711242 0.0010316191114014836 0.001568335052352765 0.0015010675163931175 0.0010968680614398254 0.0019284758322813452 0.0016783305541144822 0.0018321464236854546 0.001152081868553978 0.0010022963999927192
leaf_count=202 101 225 107 53 466 107 443 195 39 99 45 163 402 181 89 146 58
internal_value=0 6.76441e-05 0.00125218 -6.47107e-05 3.24286e-05 -0.000135164 1.24571e-05 0.000142304 0.000533417 0.000789364 -9.32654e-05 -0.000800701 -0.00071236 -0.00018628 0.00168367 0.00236723 0.000123795
internal_weight=0 0.0222245 0.00223368 0.0199908 0.0188363 0.0173168 0.0159137 0.0148633 0.0101969 0.00916533 0.00461277 0.0031117 0.00466635 0.00360681 0.00455256 0.00298423 0.00201483
internal_count=3121 3020 332 2688 2635 2433 1967 1860 834 795 461 416 1026 583 334 235 253
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=19
num_cat=0
split_feature=2 42 15 484 48 123 47 0 151 49 15 4 43 3 1 3 0 3
split_gain=0.000150589 0.000196794 0.000239888 0.000167868 0.000203527 0.000176526 0.000319471 0.000271721 0.000275305 0.000384018 0.000202395 0.00018458 0.000245888 0.000272058 0.000250098 0.000348023 0.000211615 0.000180478
threshold=0.14838000000000004 0.11326500000000002 0.095175000000000023 -0.0068949999999999992 0.12879500000000002 0.084785000000000013 0.11069000000000002 -0.23091999999999999 -0.055494999999999996 -0.031119999999999998 -0.042209999999999991 0.42642000000000008 -0.083684999999999996 -0.13309499999999996 0.10089500000000001 0.10732000000000001 -0.10096999999999999 -0.10217499999999997
decision_type=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 10 -10 -9 12 17 -14 15 16 -15 -11
right_child=-2 -3 -4 4 -6 -7 -8 8 9 11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0015199180659898647 0.0015818835204595774 -0.0020828431042737581 -0.0020118033859159207 0.0021896573256158518 -0.0017697195034101685 -0.0012277198321301462 0.0024590947168656708 0.0027548894672937852 -0.0024923852728009699 -1.1765763858031159e-05 -2.449448392338729e-05 0.001944684992668348 -0.0025599753183430472 -0.00046628100129958845 0.001652265982370682 0.0011608262861411834 -0.0034704168198091581 0.0025771579554961319
leaf_weight=0.0012573393592967405 0.0012123099251853944 0.0010290089452518183 0.0012068374348278002 0.0014351951178710404 0.0010316191710746372 0.0013991394974537932 0.0016035784627508312 0.0012714865229594974 0.001433684019665816 0.0013290514834429779 0.0010176966245429861 0.0010307129442250771 0.0012679529549473019 0.0010027060259407668 0.001238820257340123 0.0012175925658084452 0.0010210144579627769 0.0010320741989311441
leaf_count=412 133 202 295 54 46 142 70 106 107 94 137 93 84 89 58 19 782 198
internal_value=0 -0.000100025 -1.9152e-06 0.000121906 0.000234512 0.000354021 0.000493195 0.000272711 5.88235e-05 -0.000257362 0.00151927 9.32229e-05 -0.000142105 -0.000660488 -0.000122901 -0.000801365 -0.00198194 0.00111988
internal_weight=0 0.0218255 0.0207965 0.0195897 0.0183323 0.0173007 0.0159016 0.014298 0.0128628 0.0105736 0.00228918 0.00913992 0.00810921 0.00574809 0.00448013 0.00324131 0.00202372 0.00236113
internal_count=3121 2988 2786 2491 2079 2033 1891 1821 1767 1524 243 1417 1324 1032 948 890 871 292
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=1429 401 13 13 1374 367 1374 150 456 1 42 3 159 4 159 3 42 4 41 0 15 151 1 16 0 47 42 2 4 1
split_gain=0.000579257 0.000560311 0.00054566 0.000673639 0.000549786 0.000544072 0.000537661 0.000814473 0.000677089 0.000646019 0.000742677 0.000609219 0.000564688 0.000753202 0.000484077 0.000592473 0.000586709 0.000628206 0.00048041 0.000600624 0.000439305 0.000517237 0.000408451 0.000772476 0.000367366 0.000277603 0.00033912 0.000297426 0.000303366 0.000262502
threshold=-1.0000000180025095e-35 0.085900000000000018 -0.53104499999999988 -0.47860499999999995 0.093235000000000012 -1.0000000180025095e-35 -0.094929999999999987 0.081835000000000019 0.077935000000000018 0.10538500000000002 0.091465000000000005 0.090900000000000009 0.091530000000000014 0.08184000000000001 0.080005000000000007 0.095270000000000007 -1.0000000180025095e-35 -0.080924999999999983 0.08178500000000001 -0.026509999999999995 -0.033689999999999991 -1.0000000180025095e-35 0.094385000000000011 -0.0087049999999999992 -0.053834999999999994 0.13148500000000005 0.096450000000000022 1.0000000180025095e-35 0.08184000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -7 8 9 10 12 20 13 14 15 16 -8 29 19 24 21 -9 23 -19 25 26 27 -11 -29 -18
right_child=1 -3 3 4 -6 6 7 11 -10 18 -12 -13 -14 -15 -16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00099650640828552765 -0.00078360037744620208 -0.0010468022794411405 0.00097226055240886655 -0.00098889352908885044 -0.00098667238484014767 -0.00064396645148417399 -0.00056209543677489412 0.00096998708005170708 -0.0011255254234843678 -0.00016939638699777255 -0.00095792216763780549 0.0012894099587423403 -0.00097160798569953738 -0.0011204416738571396 0.00098744885202285693 -0.00095342448155498472 0.0011508545371578551 -0.00095998525258163747 -0.00049790139032574419 0.0013357858108544833 -0.00036076576323011 -0.0001386498284215056 0.00069497030885218108 0.00065570999182393232 -0.00052065709578760463 -0.00023158820179262419 0.0012131433234211612 0.0012153030210749433 0.0002560643808971069 0.00029497790090788701
leaf_weight=0.0012400029374008961 0.0016410215783935192 0.001032152406764352 0.0016953107195787345 0.0010141055111603228 0.00108873224963446 0.0019859910417991946 0.0017097357317477123 0.0025160528260830262 0.0010529600938968811 0.0014809673516671413 0.0019733628260391054 0.0018582304017300544 0.0011633308917324845 0.00100252219564645 0.0014362103076708274 0.0010480845704705652 0.0021632842942556074 0.0016194005349868812 0.0012637623864009137 0.0014083438246943461 0.001458622451638191 0.0013848896564369051 0.0011880983861942696 0.0010260397568910796 0.0010035535636259141 0.0011446926661591306 0.0012855631099171205 0.0011494286688673583 0.0017888973945154873 0.0011730651768502298
leaf_count=154 36 264 33 18 47 55 543 127 131 64 388 59 137 83 57 39 105 165 33 76 97 24 22 117 33 22 45 34 52 61
internal_value=0 1.35825e-05 3.98137e-05 7.35246e-05 3.3834e-05 6.36218e-05 9.30378e-05 0.000135712 1.98097e-05 6.61435e-05 -0.000122974 0.000570579 -1.19428e-06 9.00941e-05 0.000196887 8.25192e-05 0.000204794 0.000387667 0.000344705 0.000459682 0.000321351 0.000576405 -1.464e-05 -0.000333334 0.000302565 0.000423178 0.000554559 0.000362978 0.000631304 0.000849927
internal_weight=0 0.0427564 0.0417243 0.0400832 0.0383879 0.0372992 0.0362851 0.0342991 0.0270813 0.0260283 0.0155031 0.0072178 0.0135298 0.0123664 0.0113639 0.00992771 0.00887962 0.00716989 0.0105252 0.00926145 0.00535956 0.00390094 0.00383354 0.00264544 0.0078531 0.00684955 0.00570486 0.00441929 0.00293833 0.00333635
internal_count=3121 2967 2703 2667 2634 2587 2569 2514 2207 2076 1717 307 1329 1192 1109 1052 1013 470 359 326 248 151 304 282 250 217 195 150 86 166
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=17
num_cat=0
split_feature=52 1 12 43 16 14 15 15 51 3 52 1 1 43 150 13
split_gain=0.000139207 0.000179608 0.000218887 0.000182591 0.00023008 0.000159775 0.000268755 0.000212686 0.000282396 0.000266116 0.000289589 0.000186352 0.000181794 0.000192768 0.000159444 0.000147615
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 -0.16318499999999997 0.15891500000000003 -0.10708499999999999 -0.15914499999999995 -0.0088349999999999974 0.082455000000000014 0.11296500000000002 0.084960000000000022 0.077565000000000009 0.10984500000000001 -1.0000000180025095e-35 0.088985000000000009 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 15 5 -5 -7 8 12 10 11 -9 13 -8 -10 -2
right_child=1 -3 -4 4 -6 6 7 9 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013849393495004984 0.0023408263873237922 0.0013161774846914592 -0.0015433948486767357 -0.0012685451657341888 -0.0017315887400652576 0.0022232155450234098 -0.0019979608290253124 -0.00016283779082357775 0.0019319978401962739 0.0025910255938619759 -0.0016079679666522735 0.0018228478260826303 -0.0027019441279537071 0.00036953311502485999 -0.00033126909695824647 0.00013999300809127704
leaf_weight=0.00128089747785498 0.0011123623137034846 0.0019415526127621865 0.0016589812693378883 0.0014447443580634109 0.0014100267546146563 0.0011425403361706695 0.0010967485404487776 0.0017448900852616222 0.0010130991925346722 0.0010471368094915334 0.0012119590396754421 0.0017362390167758868 0.0011160848109073029 0.0014986357792793866 0.0013199233019314249 0.0011325283190510849
leaf_count=324 61 162 108 86 141 135 461 266 149 29 570 312 60 120 44 93
internal_value=0 7.09878e-05 -5.1821e-05 8.54456e-05 -7.74344e-05 8.48535e-05 0.000236109 4.34566e-05 -0.000518325 0.000635016 0.000198584 0.000827538 -0.0012537 -0.000630914 0.000651539 0.00123052
internal_weight=0 0.0216275 0.0196859 0.0180269 0.015782 0.014372 0.0129273 0.0117847 0.00604449 0.00574022 0.00469309 0.00348113 0.00371147 0.00259538 0.00233302 0.00224489
internal_count=3121 2797 2635 2527 2373 2232 2146 2011 834 1177 1148 578 641 581 193 154
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=30
num_cat=0
split_feature=1456 133 151 151 403 13 13 1 4 42 39 51 151 16 474 51 457 0 1374 47 0 2 42 2 13 42 15 12 15
split_gain=0.000546398 0.000541965 0.000544838 0.000587676 0.0006504 0.000549537 0.000597064 0.00082114 0.000598945 0.000485053 0.000473333 0.00073772 0.000516885 0.000587953 0.000786805 0.000751985 0.000601392 0.000903179 0.00104704 0.000516281 0.000419737 0.000414634 0.000411098 0.000557378 0.000366972 0.000273956 0.000243193 0.000241534 0.000225058
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.27559499999999998 -0.14960499999999996 -0.088999999999999982 -0.53104499999999988 -0.0062949999999999994 0.10752500000000002 -0.031404999999999995 0.084755000000000011 0.14059500000000003 -0.23823499999999997 0.13340000000000005 0.23311500000000004 0.084660000000000027 -1.0000000180025095e-35 -0.0029299999999999994 -0.15202999999999997 -0.094929999999999987 0.092165000000000011 -0.10607499999999999 0.11411 0.08426500000000002 0.10467500000000002 -0.13710499999999998 0.097640000000000018 -0.090644999999999989 0.079890000000000017 -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
left_child=-1 -2 -3 -4 -5 -6 7 8 9 24 11 -8 13 14 15 -13 -17 18 -18 22 -10 25 23 27 -7 -9 -22 -19 -20
right_child=1 2 3 4 5 6 10 21 20 -11 -12 12 -14 -15 -16 16 17 19 28 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00077119970820267898 -0.00086573065205041658 -0.00088256299976757812 0.0010511412087212675 -0.00096639148223003025 -0.00075859839884636498 0.00028898661712032861 -0.0011929608852885819 0.00010162228264364319 0.00021757928369634257 -0.00036334559781472719 0.00077195254949390926 -0.0013183091617683614 0.00088253445592130042 0.00071824988591496315 0.00075955430139939845 -0.00095375247414377718 -0.00042449074187983846 -0.00064167896841024763 0.0013459247969724981 0.00026096089055113205 -0.0002030544567841051 0.0013623581076157439 0.00017883243009628023 0.00010441474390740609 0.0012142847510161494 0.0010215960790744957 -0.0011267819876029797 -0.0013472317076037477 0.00054065820899593824
leaf_weight=0.0017092407023542857 0.0012582787466737235 0.0011473743807925976 0.0011338999265966257 0.0011546623734799413 0.0014133923961807673 0.0017535918223074987 0.0010496136172601913 0.0014493521490530634 0.0017090692937324859 0.0010362772287342281 0.0013346795580844164 0.0011292829421498682 0.0011472152211808853 0.0016382510453807333 0.0016431769209241933 0.0015753061960370749 0.0015717105534349685 0.0019970846496331109 0.0014784843912387657 0.0021658081703836984 0.0010121924287334015 0.0017337097704197557 0.0012679778033231059 0.0012244243568160229 0.0014978673624235174 0.0010535434380316566 0.0011446479892456406 0.0016869311471179316 0.0011732046683903237
leaf_count=288 181 71 50 401 33 26 63 123 93 329 26 34 9 126 50 39 15 50 16 33 141 147 36 61 148 24 307 166 35
internal_value=0 2.11892e-05 4.95695e-05 7.75851e-05 4.7783e-05 8.04142e-05 0.000114813 0.000356018 0.00010126 0.00045457 -2.052e-05 -7.14971e-05 -1.17422e-05 -6.70434e-05 -0.000143108 -0.00024024 -0.000154147 -5.3903e-05 0.000463384 -0.000315789 -0.000290602 0.000846318 -0.00051803 -0.000698048 0.000715249 0.000488867 -0.000693282 -0.000964755 0.000989645
internal_weight=0 0.040581 0.0393227 0.0381754 0.0370415 0.0358868 0.0344734 0.0123903 0.00815365 0.00428774 0.0220832 0.0207485 0.0196989 0.0185516 0.0169134 0.0152702 0.0141409 0.0125656 0.0042234 0.00834223 0.00386591 0.00423661 0.00617642 0.00490844 0.00325146 0.0025029 0.00215684 0.00368402 0.00265169
internal_count=3121 2833 2652 2581 2531 2130 2097 1338 1044 503 759 733 670 661 535 485 451 412 66 346 541 294 313 277 174 147 448 216 51
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=18
num_cat=0
split_feature=43 52 15 11 3 16 2 1 13 3 12 48 4 1 1 16 14
split_gain=0.000140841 0.000190905 0.000168926 0.000253104 0.000236852 0.000384657 0.000357142 0.000289589 0.000439165 0.000279656 0.000247489 0.000308904 0.000239338 0.000297075 0.000195931 0.000143475 6.34468e-05
threshold=0.24789500000000006 0.41423000000000004 -0.24436499999999997 0.081365000000000007 -0.12018999999999998 -0.29154999999999992 0.10803500000000001 0.10060500000000001 -0.079969999999999986 0.10299500000000002 0.084100000000000022 0.085845000000000019 0.033845000000000007 0.13075500000000004 0.077845000000000011 -0.022939999999999999 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 6 -6 14 9 -9 10 11 15 -10 -14 -4 -7 -1
right_child=-2 -3 3 -5 5 7 -8 8 12 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00044229157244721245 -0.001524184117946983 -0.0017147807789267731 -0.00095430520208732237 -0.0020387317608001978 -0.0020623317988554902 0.0012965029043384344 0.0033026034649293978 0.0031575968528206291 0.0014920341464889418 0.0013946103899288786 -0.0023015619829520172 -0.0020677267328660653 -0.0024916181011319653 0.00083585224726346349 0.0015883678195867861 -0.00068650625071017954 0.0018630801582983311
leaf_weight=0.0010698034488986208 0.0011192510148212423 0.0010929155387380254 0.001246858033536742 0.0010792084325608178 0.0016930196756405015 0.0017787014218844099 0.0010509008580754653 0.0013061872942010666 0.0015551150631809563 0.0013502924630017787 0.0015687726721346912 0.0012693010584785558 0.0010011876602482594 0.0010563884420662362 0.0010865155015586936 0.0011515067082832463 0.0013774167908854286
leaf_count=58 188 178 64 135 164 105 23 94 153 38 1350 81 43 18 71 181 177
internal_value=0 6.79456e-05 0.000162338 1.7118e-05 0.000146754 -0.000108878 0.00118389 0.000165867 0.000982562 -0.000398463 -0.000818202 -0.000264077 0.000196167 -0.000783248 0.000229669 0.000517224 0.00124198
internal_weight=0 0.0217341 0.0206412 0.018194 0.0171147 0.0137305 0.00338427 0.0120375 0.00491888 0.00711857 0.00576828 0.00419951 0.00361269 0.00205758 0.00233337 0.00293021 0.00244722
internal_count=3121 2933 2755 2520 2385 2227 158 2063 308 1755 1717 367 214 61 135 286 235
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=39 43 42 123 13 151 1429 4 1374 150 160 403 403 483 13 1 49 42 43 4 49 13 3 49 0 0 160 12 16 15
split_gain=0.00105874 0.000876225 0.000800654 0.000983748 0.000912985 0.000822727 0.000772396 0.000661819 0.000691222 0.000681787 0.000709812 0.000787108 0.000643121 0.000510799 0.000431756 0.00078039 0.000833695 0.000405198 0.00038495 0.000374758 0.000335277 0.000729429 0.000737194 0.000529201 0.000528709 0.000695369 0.000472591 0.000513895 0.000420748 0.000474272
threshold=0.16946000000000003 0.39192500000000002 -0.12995999999999999 0.091310000000000016 -0.53104499999999988 -0.40381499999999992 -1.0000000180025095e-35 0.50996500000000011 0.086000000000000007 -0.099594999999999975 -0.090969999999999981 0.090990000000000015 -0.088999999999999982 1.0000000180025095e-35 -0.004174999999999999 0.10752500000000002 -0.097394999999999995 0.085730000000000015 -0.080419999999999978 -0.043364999999999994 -0.043469999999999995 0.066795000000000007 0.090900000000000009 -0.069799999999999987 0.22582000000000002 0.11070500000000001 1.0000000180025095e-35 0.11650500000000001 -0.066924999999999985 -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=1 2 -1 4 -4 -6 -7 8 9 -8 18 12 -12 14 15 16 -14 19 -11 -18 21 22 -16 -24 25 26 27 28 -22 -30
right_child=-2 -3 3 -5 5 6 7 -9 -10 10 11 -13 13 -15 20 -17 17 -19 -20 -21 24 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00085632989080727188 0.001373333192937201 -0.0012656136353168387 -0.0011152350589913756 0.0011226416886378 -0.00114260163241497 -0.0010014781184456718 0.0011260597570116953 0.0011867741508010156 -0.00097607201878514751 -9.158327123345164e-05 -0.0008420722771460596 -0.0010747482728298012 -0.00090935761093225798 -0.00068738615104263631 -0.00061680268488188879 0.0010758256159249791 0.00089522352941982341 -0.00011685974509799895 -0.001262990104886112 7.9300815742763855e-05 0.00079584667344405834 0.0012979542113645546 -5.0256448258788183e-05 0.0012523202766748576 0.00073620354877065983 -0.0012323708649136394 -0.00076303754750583932 -0.00066796983405205998 -0.00049928522867184548 0.00054381891575743966
leaf_weight=0.0020156178874171085 0.0010179196553536931 0.0010775837835590432 0.001363647212798468 0.0014962026740927828 0.001097614164005555 0.0012389592601382829 0.0011887678770161605 0.0010279583123766747 0.0011530738633860329 0.001016961942990946 0.0011493326857623378 0.0010006426906724588 0.0010403728409649204 0.0011548880076637227 0.0016190466699868003 0.0028349111004573047 0.00320998000727446 0.0019487943178044809 0.0011013615211570285 0.0015847886353226315 0.002058649868084573 0.0012519449641956726 0.0012018702702789597 0.001150651979628492 0.0014207216795512076 0.0010199304797993145 0.0013673224199379774 0.0012521192252226143 0.0017010421422449795 0.0015889129878755561
leaf_count=142 23 117 20 106 61 151 23 97 68 118 361 200 50 169 32 142 151 321 213 160 107 19 22 22 12 39 61 13 46 55
internal_value=0 -4.31363e-05 -1.19616e-05 3.03323e-05 -1.18499e-05 2.84017e-05 6.38262e-05 0.000101489 6.86923e-05 0.00010535 6.7042e-05 0.000122062 0.000164001 0.000206193 0.000245505 0.000459126 0.000234524 0.000410998 -0.000700623 0.000625541 0.000100394 0.000384208 9.61712e-05 0.000586852 -4.20363e-05 -0.000165052 -2.84324e-05 0.000123739 0.00030908 4.49116e-06
internal_weight=0 0.0433337 0.0422561 0.0402405 0.0387443 0.0373806 0.036283 0.035044 0.0340161 0.032863 0.0316742 0.0295559 0.0285553 0.0274059 0.0262511 0.0106188 0.00778394 0.00674356 0.00211832 0.00479477 0.0156322 0.00522351 0.00397157 0.00235252 0.0104087 0.00898798 0.00796805 0.00660072 0.0053486 0.00328996
internal_count=3121 3098 2981 2839 2733 2713 2652 2501 2404 2336 2313 1982 1782 1421 1252 824 682 632 331 311 428 95 76 44 333 321 282 221 208 101
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=19
num_cat=0
split_feature=133 14 147 159 42 0 0 15 2 0 2 2 15 13 2 42 49 2
split_gain=0.000143549 0.00015196 0.000176386 0.000218074 0.000229113 0.000266713 0.000521341 0.000229415 0.000216522 0.000412977 0.000363611 0.000212902 0.000248124 0.000133146 0.000187225 9.08146e-05 8.31661e-05 3.33828e-05
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 -0.032739999999999991 -0.11466499999999999 -0.075934999999999989 -0.10151999999999999 -0.03241999999999999 0.11215000000000001 -0.18901999999999997 0.098035000000000011 0.083215000000000011 -0.10203999999999998 0.11596500000000001 0.097220000000000015 0.083935000000000023 -0.052259999999999994 0.090425000000000019
decision_type=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 15 10 -10 11 12 -6 14 -9 -7 -4 -13
right_child=-2 -3 16 4 5 7 -8 13 9 -11 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.001489288231230849 -0.001617677885204399 -0.0015386929566724224 0.00045311291405619757 -0.0018273487176092174 -0.00030142171138696638 0.0031880612163153379 -0.0025620138250136925 -0.0012505528957201446 -0.0028853075416145359 0.000943680065821825 0.0031675896345968713 -0.0014165773227767357 0.0026323023009903255 0.0016725183720658109 0.00091842190220582643 0.0013147760360390475 0.0022332474320011474 -0.00027304262841431183
leaf_weight=0.0017369698457590779 0.0010549834579733899 0.0011120377693569763 0.0010015678525761018 0.0010686365634023356 0.001163520534662954 0.001008305845305757 0.0015284466520993356 0.001434255036726566 0.00106490822408567 0.0011875313687887967 0.0010297227838038658 0.001000626246024261 0.0011352832030979646 0.0012381075341636461 0.0017748126233350092 0.0010560584533265138 0.0010950059232968093 0.0010352732962271016
leaf_count=330 435 87 54 118 37 144 1008 99 39 80 79 51 26 26 174 162 113 59
internal_value=0 6.87641e-05 0.000155711 1.63593e-05 0.000172723 0.000309235 -0.000182448 0.000999793 0.000295051 -0.000866588 0.000782805 0.000216292 0.00114742 0.00042885 -5.09759e-05 0.00222975 0.00138285 -0.00083508
internal_weight=0 0.0216711 0.020559 0.0184625 0.0167255 0.0156569 0.00914531 0.00651154 0.00761687 0.00225244 0.00536443 0.0043347 0.0022988 0.00444718 0.00320907 0.00206436 0.00209657 0.0020359
internal_count=3121 2686 2599 2432 2102 1984 1379 605 371 119 252 173 63 299 273 306 167 110
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=151 4 14 41 13 13 39 15 49 4 3 47 13 12 13 52 48 16 457 0 15 43 48 43 12 43 3 2 43 3
split_gain=0.000609885 0.000800415 0.000562988 0.000547128 0.000547633 0.000790524 0.000706347 0.000495859 0.000835644 0.000452757 0.000451534 0.00072717 0.000897678 0.000692896 0.000461111 0.000487279 0.000621485 0.000654525 0.000948777 0.000445155 0.000414228 0.000439948 0.000402857 0.000734936 0.000402298 0.000394094 0.000412494 0.000375388 0.000259465 0.000232973
threshold=-0.27559499999999998 0.27287000000000006 -0.46885499999999997 0.078475000000000017 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 0.084050000000000014 -0.14750499999999997 0.50822500000000004 -0.10519499999999998 0.097480000000000011 0.095120000000000024 0.084100000000000022 -0.004174999999999999 -0.087284999999999988 0.086260000000000017 -0.094359999999999986 0.12766500000000003 -0.22491999999999998 -0.053579999999999996 -0.079109999999999986 0.087215000000000015 -0.083684999999999996 -0.010834999999999999 -1.0000000180025095e-35 -0.13309499999999996 0.10467500000000002 -0.088004999999999986 -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 3 -3 4 -2 -6 -7 10 -9 25 11 12 29 14 22 28 19 -18 -19 -17 21 -15 23 -12 -21 -4 -27 -14 -16 -8
right_child=1 2 9 -5 5 6 7 8 -10 -11 13 -13 27 20 15 16 17 18 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001064811119371412 -0.0009237240239420789 -0.00038810450843041486 0.0012269081094112904 -0.001105874336495857 0.00091536381899533139 -0.0012361365815666359 0.00032927206752498146 0.00031604229032330836 -0.0010202150647518823 0.001428445457915325 0.0011147905864285542 0.0013923649476441358 -0.0011408370939504011 -0.00089545117173035207 -0.00019721687300748973 0.0010608699713105473 -0.0011692360383073501 -0.00082892129689562954 0.00088799953513240583 0.0007039089214638018 -0.0011596622397292448 0.00019130341011951531 0.0013104739433339987 -0.00048443202884198688 -0.00028360158570917736 -0.0002681616519660965 0.00069549974350410792 1.1496222961512446e-05 -0.0011683878491293923 0.0011493862248117077
leaf_weight=0.0011051244875135416 0.0013967612787091346 0.0013432773827870559 0.0010078243251914198 0.0010278627445465807 0.0017788629756978471 0.0010142437213289659 0.0016443913361428031 0.001578931004658557 0.0024152209147546557 0.0011782959462811604 0.001063670123709671 0.0011764820751005711 0.0010547954941229065 0.001273506242176258 0.0012352124291510336 0.0015895884367296284 0.0012635972757379932 0.001238860149555876 0.0013971481512271566 0.0014903080194592641 0.0014944073886802344 0.0018845934350754058 0.0010104620777067197 0.0013061565781082862 0.0019335803451952013 0.0017992790428849048 0.0018257025977259636 0.0012725225853600364 0.001028569884911513 0.0012391891157150703
leaf_count=74 21 44 58 99 21 27 53 44 979 129 80 13 38 251 13 27 21 33 9 24 288 304 103 70 44 27 79 60 69 19
internal_value=0 1.01435e-05 0.000445264 -7.9288e-05 -4.80518e-05 -1.02834e-05 -6.40843e-05 -2.39119e-05 -0.000491978 0.000637903 4.91249e-05 0.00037811 0.000149118 -6.02654e-05 9.30926e-05 -4.67077e-05 0.000103592 -0.000324057 8.10883e-05 0.000436228 -0.000540105 -0.000246931 0.00055534 0.000233361 0.00014623 0.000436838 0.000217181 -0.000510768 -0.000638477 0.000681708
internal_weight=0 0.0419633 0.00715438 0.0348089 0.0337811 0.0323843 0.0306054 0.0295912 0.00399415 0.0058111 0.025597 0.00638738 0.0052109 0.0192097 0.0145572 0.0111769 0.00891308 0.00389961 0.00263601 0.00501348 0.00465251 0.0031581 0.00338029 0.00236983 0.00342389 0.00463281 0.00362498 0.00232732 0.00226378 0.00288358
internal_count=3121 3047 337 2710 2611 2590 2569 2542 1023 293 1519 183 170 1336 493 240 158 63 42 95 843 555 253 150 68 164 106 98 82 72
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=160 1429 4 1374 403 13 13 39 1374 150 3 11 403 456 1456 159 13 16 0 16 16 3 1 4 0 42 16 1 4 12
split_gain=0.000614224 0.00052737 0.000558573 0.000608915 0.000572136 0.000575326 0.000668081 0.000636672 0.000458548 0.000810439 0.000740128 0.000589186 0.000649736 0.000681625 0.000600475 0.000570551 0.000518398 0.000637464 0.000449869 0.000408103 0.000753222 0.00054049 0.000388411 0.00046804 0.000363547 0.000358107 0.000429109 0.00061409 0.000229977 7.87164e-05
threshold=-0.40698999999999991 -1.0000000180025095e-35 0.50996500000000011 0.093235000000000012 0.090990000000000015 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.094929999999999987 0.081835000000000019 0.090900000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.077935000000000018 -1.0000000180025095e-35 -0.20761999999999997 -0.0025349999999999995 0.15891500000000003 -0.084044999999999995 -0.0057949999999999989 0.15273500000000004 -0.013929999999999998 0.095285000000000022 -0.088784999999999989 -0.11437499999999999 0.091625000000000012 -0.092804999999999985 0.11212500000000002 0.27834500000000006 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 -2 3 4 5 -3 -7 -8 -9 11 25 12 -10 14 -14 -16 17 18 -17 22 -21 -22 23 -18 -24 26 27 -11 -13 -20
right_child=1 2 -4 -5 -6 6 7 8 9 10 -12 28 13 -15 15 16 19 -19 29 20 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011192025764863898 -0.0011336766567911747 -0.00096779943119266153 0.00090295789637623097 -0.0013352475835567356 -0.0012102208696359151 0.00089873450201738967 -0.0013001986839115216 -0.00080718106854580599 -0.00098842372874546956 0.0010655029827742182 0.0013255067288676435 -0.0013809264763433992 -0.001088020224280229 -0.0011737611597934874 0.0012597697908910165 0.00020135871676068163 -0.00012949521502844634 -0.00034407064849408257 0.0015046139791583669 0.0010675603663968325 0.00039381755349984614 -0.00083545472584055998 -0.00059162635304769258 -0.0015316753990364295 0.00044751159585245651 0.00086281408702188454 -0.0008938392761234351 -0.000453642354615293 -0.00044507327389784455 0.000931327779223338
leaf_weight=0.0017293091524130935 0.0013382202289693437 0.0017896600982982838 0.0011755011864171818 0.001058670936270544 0.0011714796231584437 0.001625756229428176 0.0010513958638966861 0.0019369073557626839 0.0017310827359079397 0.0011870415905619325 0.0017031283240385164 0.0011478904671395887 0.0010107763386639204 0.0011157992675643316 0.0010198171594026908 0.001869292713496104 0.0010201051240059655 0.0017677543426863895 0.0011673020859754918 0.0015736489267155276 0.0016985321826228361 0.0017214740986801758 0.0016361441113303954 0.0012868320929175781 0.0015837686238409088 0.0012368101743902571 0.0011262481970071283 0.0013702754530413586 0.0013849289746303839 0.0011235453823958963
leaf_count=240 141 29 144 40 228 25 38 55 659 29 58 112 167 117 31 218 13 95 64 52 41 41 27 76 21 56 139 11 27 127
internal_value=0 -0.000178846 -0.000147132 -0.000178689 -0.000146517 -0.000112734 -6.91315e-05 -0.000116143 -7.7743e-05 -3.13928e-05 0.000447066 -0.00016422 -8.04899e-05 -2.79341e-07 7.05779e-05 0.000137619 6.80442e-05 0.000433694 0.000764187 -0.000137985 0.000182364 -0.000224942 -0.00042743 -0.000911645 -8.05087e-05 0.000143004 -9.86825e-05 0.000251506 -0.000869208 0.00122345
internal_weight=0 0.0416298 0.0402916 0.0391161 0.0380574 0.0368859 0.0350963 0.0334705 0.0324191 0.0304822 0.0066235 0.0238587 0.0213259 0.0195948 0.018479 0.0174682 0.0164484 0.00592789 0.00416014 0.0105205 0.00499366 0.00342001 0.00552685 0.00230694 0.00321991 0.00492038 0.00368357 0.00255732 0.00253282 0.00229085
internal_count=3121 2881 2740 2596 2556 2328 2299 2274 2236 2181 293 1888 1749 1090 973 806 775 504 409 271 134 82 137 89 48 235 179 40 139 191
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=18
num_cat=0
split_feature=52 376 52 2 150 12 2 14 15 12 448 160 160 2 43 2 12
split_gain=0.000141974 0.000318149 0.000204571 0.000203967 0.000200238 0.00033923 0.00019966 0.000235594 0.000301671 0.000194707 0.000305328 0.000340079 0.000248326 0.000293314 0.000337469 0.000257464 0.000159735
threshold=-0.24456499999999998 0.088470000000000007 -0.081429999999999989 0.092120000000000021 0.12765500000000005 0.11650500000000001 0.13754500000000003 -0.10708499999999999 -0.15914499999999995 -0.015429999999999998 -0.013069999999999998 -0.030779999999999998 0.050340000000000003 0.086950000000000013 -0.074974999999999986 0.098260000000000014 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9 -10 -11 -12 13 14 -13 -15 -17
right_child=1 -3 4 -5 -6 -7 -8 8 9 10 11 12 -14 15 -16 16 -18
leaf_value=-0.0010687810916685581 3.5034775220131121e-05 0.0022859572858355734 -0.0020195462496346473 0.0021113338454256383 0.0015500755144308297 -0.002469312693312443 0.0014449730093870278 0.0019485197684853788 -0.0018116125932149064 0.0019843181459271984 -0.0026248910496742186 0.0030716226493688083 -0.0015719819193049773 -0.0021589503924907784 4.3298731909470915e-05 -0.00077768847198175838 0.0014176122685157009
leaf_weight=0.0020000463055227504 0.0019331831172082854 0.0010573560715816379 0.0012446877491891781 0.0013790139021105929 0.0010161443130680672 0.0011761155191686865 0.0012004723558074479 0.0010766300388652108 0.0013413034331586351 0.0010326766933666008 0.0010197897755168696 0.0011023732991895007 0.0015179667457125845 0.0010826841273162691 0.0014486205219338367 0.0011619226426375917 0.0010953979361469912
leaf_count=364 256 61 67 136 46 104 104 147 96 52 503 109 145 301 501 48 81
internal_value=0 8.15269e-05 -3.60216e-05 0.00089949 -0.000223625 -0.0003399 -0.000165064 -0.000312336 -0.000133459 -0.000340955 -0.000132466 -0.000391811 -8.44441e-05 0.000298858 0.00135194 -0.000505456 0.000287613
internal_weight=0 0.0208863 0.019829 0.0033122 0.0165168 0.0155006 0.0143245 0.0131241 0.0118794 0.0108027 0.00946143 0.00842876 0.00740897 0.005891 0.00255099 0.00334 0.00225732
internal_count=3121 2757 2696 392 2304 2258 2154 2050 1983 1836 1740 1688 1185 1040 610 430 129
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=17
num_cat=0
split_feature=133 0 48 47 42 1 4 1 160 52 4 2 4 13 15 2
split_gain=0.000140264 0.000148559 0.000234932 0.000168378 0.000335637 0.000269709 0.000312331 0.000263903 0.00021376 0.000198163 0.000378503 0.000155001 0.000244952 0.00024507 9.7309e-05 4.16604e-05
threshold=0.10622000000000002 1.0000000180025095e-35 -0.086869999999999989 0.086380000000000012 -1.0000000180025095e-35 0.13146500000000003 0.24564500000000003 0.11230000000000001 -0.080409999999999995 0.024145000000000003 0.0052350000000000009 0.10855000000000002 -0.49405499999999997 0.038215000000000006 -0.07490999999999999 0.121465
decision_type=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 8 -6 10 -10 12 -3 -14 -12 -9
right_child=-2 11 3 5 7 -7 -8 15 9 -11 14 -13 13 -15 -16 -17
leaf_value=-0.0022095359902970283 -0.0016016974714843279 -0.0015255015116671655 -0.0020011087554990246 -0.0029296310407236825 -0.0013424780904045697 0.00069453873317916665 -8.7195512417380223e-05 0.0025351934855958212 -0.0013944603017646772 0.0019714540217493602 0.0022867919345449447 0.0021988237698943413 0.0024866806941310189 -0.00016798858106559144 0.00040548894264248178 0.0013428919263659927
leaf_weight=0.0010297035869832874 0.0010629150863345751 0.0010527718105963757 0.0011199534593360492 0.0015241944571383068 0.0015019737253222244 0.001768294696368744 0.0015582316922788664 0.0010556697350843081 0.0019177049090421377 0.0014549623654929178 0.0010673714769748877 0.0011182842740833365 0.0012368053307335583 0.0015768085391556497 0.0011262116123913479 0.001307649817452905
leaf_count=70 435 110 617 242 348 44 49 90 428 232 68 78 65 41 73 131
internal_value=0 5.98572e-05 -0.000144939 -6.91162e-06 0.000309586 -0.000695371 -0.00149272 0.000583971 0.000152143 0.000555446 5.43283e-05 0.000734965 0.00031157 0.000998948 0.00132091 0.00187548
internal_weight=0 0.0214166 0.0164319 0.0154022 0.0105515 0.00485072 0.00308243 0.00943154 0.00706822 0.00556625 0.00411129 0.00498467 0.00386639 0.00281361 0.00219358 0.00236332
internal_count=3121 2686 2392 2322 1987 335 291 1370 1149 801 569 294 216 106 141 221
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=17
num_cat=0
split_feature=43 52 15 42 2 156 484 52 0 15 49 12 15 4 16 47
split_gain=0.000128613 0.000168223 0.000172321 0.000443659 0.000201948 0.000168994 0.00024979 0.000203725 0.000311674 0.000282042 0.000309048 0.000294429 0.000344382 0.000182373 0.000140258 0.000106476
threshold=0.24789500000000006 0.41423000000000004 0.024640000000000006 0.083995000000000014 0.13754500000000003 0.091255000000000017 0.084040000000000017 0.10744000000000002 0.15398500000000004 -0.016799999999999995 -0.043469999999999995 0.10345000000000001 -0.10091499999999999 0.0061450000000000003 -0.12029499999999999 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 5 6 7 8 9 10 13 12 15 -1 -4 -12
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00023976839650409189 -0.0017369794829621313 -0.001941807558049605 -0.00095716826642312357 0.0015910920372295039 0.0024557730408349861 -0.0015098860406315936 0.0023819809565640599 0.001951395634021417 -0.0025409235458130185 0.0019509095648626955 -0.0017241499872468497 0.00093382287447152856 -0.0038163239787457307 0.0024198646636618627 -0.0036160899584703021 0.00042209297714624336
leaf_weight=0.0012524091612253251 0.0010904093787337801 0.0010398620734510802 0.0010133389458197861 0.0011955736990597599 0.0011527204488677159 0.0013399416519931382 0.0014900112500678695 0.001480674465522692 0.0012013487295723388 0.0019920433245194111 0.0011241184531889945 0.0015852557043928295 0.0013162111226059873 0.0014785382545241532 0.0010755183855158936 0.0013238445957602929
leaf_count=118 188 178 53 511 149 212 211 90 34 198 154 75 298 71 488 93
internal_value=0 6.92927e-05 0.000173743 -0.000900259 0.000384502 0.000231298 0.000395087 0.000162972 -7.19163e-05 0.000222565 -0.000203521 -0.000920117 -0.00170089 0.00120016 -0.0023262 -0.000563474
internal_weight=0 0.0210614 0.0200215 0.00328443 0.0167371 0.0155844 0.0142445 0.0127544 0.0112738 0.0100724 0.00808038 0.00534943 0.00376417 0.00273095 0.00208886 0.00244796
internal_count=3121 2933 2755 1052 1703 1554 1342 1131 1041 1007 809 620 545 189 541 247
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=17
num_cat=0
split_feature=14 147 484 160 41 52 4 3 133 2 0 160 0 16 1 0
split_gain=0.000126777 0.000183214 0.000191344 0.00017314 0.000162463 0.000220874 0.00028704 0.000267741 0.000194676 0.000253606 0.000283399 0.000293898 0.000293476 0.000109033 9.24687e-05 6.64662e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.22361499999999998 0.077300000000000021 0.10744000000000002 -0.49013999999999996 -0.12018999999999998 -1.0000000180025095e-35 0.11215000000000001 -0.10607499999999999 0.086325000000000013 -0.059114999999999994 0.26676500000000009 0.092390000000000014 -0.10224499999999999
decision_type=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 -8 -9 10 11 14 -12 -14 -10 -3
right_child=-2 15 3 4 -6 -7 7 8 9 -11 12 -13 13 -15 -16 -17
leaf_value=-0.0015358090134588369 -0.0013378894186381802 0.0019070557349909849 -0.001483930670307573 -0.0019262043760332503 -0.00118823776304679 0.0015293909919466685 0.0016359483917300919 -0.0016149292972619076 0.0030963444210922457 -0.0010947673811898524 -0.0014528104420064641 -0.00024003018341395993 0.0016328030179625004 -0.00012426703489409576 0.0014602302749983349 0.00046633320201621537
leaf_weight=0.0012982415541217948 0.0010810413548494316 0.0010126409741229025 0.0010952612673679049 0.0010333368680637252 0.0013213905766491498 0.0018882360572091148 0.0018559062306735515 0.0010533190779422061 0.0010258992395790747 0.0019234240338308339 0.0016773982925830646 0.0011593828945866136 0.0010975030928698868 0.0011229475897351904 0.0011530820479261905 0.0010004343504554916
leaf_count=459 101 72 308 119 99 152 77 637 17 201 599 49 54 39 43 95
internal_value=0 5.46773e-05 -6.76209e-05 4.18783e-05 0.000144329 0.000261793 7.91124e-05 0.000250808 -9.01079e-07 0.000184705 0.000524796 0.00137253 -0.00020126 0.000744201 0.00223054 0.00119106
internal_weight=0 0.0207184 0.0187053 0.0174071 0.0163118 0.0149904 0.0131022 0.0120689 0.010213 0.00915964 0.00723621 0.00333836 0.00389785 0.00222045 0.00217898 0.00201308
internal_count=3121 3020 2853 2394 2086 1987 1835 1716 1639 1002 801 109 692 93 60 167
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=18
num_cat=0
split_feature=124 39 47 50 48 1 0 42 16 0 43 0 0 0 49 123 15
split_gain=0.000150564 0.000167326 0.000264225 0.000204974 0.000165177 0.000297241 0.000341547 0.00022169 0.000224533 0.000259791 0.000469814 0.000235211 0.000155807 0.000137719 0.00014234 0.000123788 6.38309e-05
threshold=-0.043384999999999993 0.11593500000000001 0.13148500000000005 0.07826000000000001 0.11951500000000001 0.11323000000000001 -0.10324499999999999 0.092395000000000019 0.26435500000000006 -0.074479999999999977 0.084740000000000024 -0.10151999999999999 1.0000000180025095e-35 -0.23091999999999999 -0.0020949999999999996 0.085110000000000005 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 4 5 7 -7 8 9 11 12 13 -11 -2 -15 -1 -16
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18
leaf_value=3.472321037568903e-05 0.001387724791990837 0.0015125268472439739 -0.0022745393727853923 -0.0017534223190029672 -0.0015986010594440923 0.00304060310424587 0.00012670778745314435 -0.0020284861408742007 -0.0018000962514589927 0.0012978883403078224 -0.00099751363194877218 -0.0020954078819390492 0.0035183631694667913 -0.0012197427726774051 -0.00025337847381653197 0.0021556783428437038 0.0012194515745751473
leaf_weight=0.0010095471283126925 0.0011642481184708231 0.0010791966741207073 0.0010906547197850882 0.0012741049037244259 0.0010642435933254637 0.001275336603485222 0.0017669458183505746 0.0010591673325988102 0.0011103805123371399 0.0013248239581811223 0.001229645224317899 0.0011015152752452267 0.0010376396578495317 0.0017134349576082286 0.0011616556659439503 0.0010173333060694012 0.0010155141200161016
leaf_count=119 57 58 54 553 40 78 150 330 224 93 40 918 44 91 68 140 64
internal_value=0 -0.00012965 -0.000226023 -9.68672e-05 3.48448e-05 0.000151045 0.00134822 -0.000154556 2.82259e-05 0.000236477 0.00115355 -0.000298615 0.00227316 9.29281e-05 -0.000294535 0.00109927 0.000433605
internal_weight=0 0.0194685 0.0183893 0.0172987 0.0160246 0.0149603 0.00304228 0.011918 0.0108589 0.00974848 0.00359211 0.00615637 0.00236246 0.00505485 0.0038906 0.00202688 0.00217717
internal_count=3121 2862 2804 2750 2197 2157 228 1929 1599 1375 177 1198 137 280 223 259 132
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=17
num_cat=0
split_feature=133 3 48 50 15 2 457 48 48 150 13 13 4 0 133 1
split_gain=0.000123951 0.000149041 0.000212643 0.000193036 0.000159396 0.000195214 0.000147476 0.00022086 0.000150074 0.000478171 0.000158874 0.00047461 0.000165303 0.000119482 0.000144444 8.56196e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.084050000000000014 0.11548000000000001 -1.0000000180025095e-35 0.093265000000000015 -0.032929999999999994 0.088380000000000014 0.24813000000000004 0.0076650000000000008 0.098655000000000007 -0.11991499999999998 0.061605000000000007 0.095285000000000022
decision_type=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 -8 10 11 12 13 -10 15 -15
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0014166375393083604 -0.0015159116329358873 0.0013136137779526432 -0.0017714033421576182 -0.0015543229623792342 -0.0011506592330464429 0.0020286039702074429 0.0015743549966686678 0.0020320561642613662 0.0021893251429884416 -0.0026173412558963432 0.0016492321131834785 -0.0023759653956168768 -0.00081790357537412631 -0.00080637131355195844 0.0019311600825350529 0.00087856539100258978
leaf_weight=0.0010041630301855517 0.0010005405878509002 0.0016725546545792716 0.0012807036678150743 0.0012852833688961887 0.0014962327080956369 0.0012157072377859688 0.0012155850323747356 0.0013021923753142603 0.001148149759693684 0.0012213597557257918 0.001417703166493034 0.0012727158265624094 0.0012690298624524199 0.0012811570639321701 0.0010153784089810269 0.0010523417808947499
leaf_count=137 435 149 65 439 614 197 97 98 60 100 27 132 119 224 155 73
internal_value=0 6.24369e-05 -5.08164e-05 7.732e-05 0.000209117 0.000350253 0.000195676 0.000328431 0.000124781 -5.7293e-05 0.000312452 4.32066e-05 0.00057718 0.000970862 0.000553117 -4.65127e-05
internal_weight=0 0.0201503 0.0184777 0.017197 0.0159117 0.0144155 0.0131998 0.0121956 0.0108934 0.00967784 0.00845648 0.00703877 0.00576606 0.00449703 0.00334888 0.0023335
internal_count=3121 2686 2537 2472 2033 1419 1222 1085 987 890 790 763 631 512 452 297
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=16
num_cat=0
split_feature=150 15 151 484 15 43 43 16 16 43 12 42 2 16 3
split_gain=0.000127709 0.000220749 0.000230544 0.000193491 0.000187033 0.000236034 0.000222609 0.000280051 0.000449813 0.000198152 0.000236088 0.00019435 0.00017627 0.000165281 0.000139765
threshold=0.081835000000000019 -0.03241999999999999 -0.073794999999999986 -0.0068949999999999992 -0.24436499999999997 -0.074359999999999996 0.05259500000000001 0.10994000000000002 -0.16075999999999999 -0.090869999999999992 0.051320000000000005 0.085465000000000013 0.090675000000000019 -0.0083599999999999976 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 9 7 8 -7 10 -6 -12 -4 -8 -10
right_child=1 -3 12 4 5 6 13 -9 14 -11 11 -13 -14 -15 -16
leaf_value=-0.002068410865864621 0.0025442639169873512 -0.00097471532473835569 -0.0010520098560503901 0.0014168191831040917 0.001268558629778156 -0.0026218660869955978 -0.00073847533854247925 -0.0031670378631148961 -0.00052867417740146702 0.001673172283267875 -0.0023684164505274382 0.00025072181498113241 0.0015024959107868287 0.0014355488436242226 0.0016537251188525632
leaf_weight=0.0010386318142897649 0.0014704300506541701 0.0012808878682508676 0.0010553137837594762 0.0015050339912995843 0.001466723365687983 0.0014955341550783041 0.0015047028851996602 0.0012161277487905686 0.0012270342407517589 0.0018132829224983818 0.0011063570530048805 0.0011534067213085919 0.0010992144617203436 0.0012985124368136147 0.0011176385104079145
leaf_count=475 168 153 37 209 42 94 275 189 667 314 238 85 62 60 53
internal_value=0 0.000618451 0.0011814 -0.000205274 -7.54387e-05 -0.000243052 -0.00074052 -0.00129996 -0.000708692 0.000462732 -0.00012626 -0.00103158 0.000251268 0.000268582 0.000511613
internal_weight=0 0.00490585 0.00362496 0.015943 0.0149044 0.0133993 0.00785955 0.00505633 0.00384021 0.00553977 0.00372649 0.00225976 0.00215453 0.00280322 0.00234467
internal_count=3121 420 267 2701 2226 2017 1338 1003 814 679 365 323 99 335 720
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=17
num_cat=0
split_feature=52 1 12 47 42 43 52 159 4 3 457 150 4 1 16 0
split_gain=0.000126588 0.0001693 0.00024561 0.000404419 0.000243387 0.00019192 0.000263105 0.000185644 0.000242335 0.000332727 0.000266531 0.000239267 0.000234242 0.000210227 6.54615e-05 6.04301e-05
threshold=-0.40306999999999998 0.11230000000000001 -1.0000000180025095e-35 0.11596500000000001 0.093775000000000011 -0.16318499999999997 0.11434500000000002 0.091005000000000016 -0.083854999999999985 0.090900000000000009 0.082380000000000009 0.086135000000000017 -0.35136499999999998 0.094385000000000011 -0.27167499999999994 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 14 5 -2 7 8 12 11 -11 13 -7 -10 -4 -16
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15 15 -17
leaf_value=-0.0012731236382689034 0.001421246040241011 0.0021648247655597567 0.00014607210861898029 -0.0019016126094543728 -0.0018001837079839726 1.9995781769873017e-05 -0.0018359416662428044 -0.001450461265428623 -0.0010799957841181127 -0.00033426801788783746 0.0023920141965553571 -0.0024675524406357588 0.0025534611919039857 0.0011158968389060402 0.0019762090863846612 0.00064362386821117956
leaf_weight=0.0011750500860585591 0.0013300913892228547 0.0012852124861101322 0.0012237387500064756 0.0010895164874753505 0.0013070588614650389 0.0010897853944191738 0.0013164080206553167 0.001138586921248263 0.0018355801185986603 0.0010987831130364611 0.0011570154560445189 0.0010480176488782689 0.0012108194194973571 0.0010932966117633836 0.0010471210304210388 0.0010931480301294974
leaf_count=324 138 197 82 59 397 53 277 169 735 35 42 142 266 99 45 61
internal_value=0 6.69601e-05 0.000638134 0.000197556 -0.000173606 -1.01536e-06 -0.000173175 5.31389e-05 0.000253762 -0.000152124 0.00106406 -0.000841976 0.00135337 -0.000260309 0.000877424 0.00129559
internal_weight=0 0.0193642 0.00573874 0.00445352 0.0136254 0.0123184 0.0109883 0.00967188 0.0085333 0.00623269 0.0022558 0.00397689 0.0023006 0.00292888 0.00336401 0.00214027
internal_count=3121 2797 444 247 2353 1956 1818 1541 1372 1053 77 976 319 834 188 106
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=16
num_cat=0
split_feature=2 3 11 3 2 1 2 2 13 13 52 3 3 1 2
split_gain=0.000121664 0.000223487 0.000187671 0.000270707 0.000211917 0.000178848 0.000286554 0.000446038 0.000233723 0.00022449 0.000143349 0.000255546 0.000136958 0.000264193 5.63942e-05
threshold=-1.0000000180025095e-35 -0.13309499999999996 0.080455000000000013 -0.12018999999999998 0.10467500000000002 0.10781 0.10613000000000002 0.098035000000000011 -0.061684999999999997 -0.084319999999999992 0.024145000000000003 0.11296500000000002 0.090900000000000009 0.086560000000000012 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 9 14 -5 11 -10 13 -11 -7
right_child=2 -3 -4 5 -6 8 -8 -9 10 12 -12 -13 -14 -15 -16
leaf_value=-0.00037147440961302606 0.00026024915255407424 0.0024417486704980851 -0.0020732259118542255 -0.0026952692054227219 0.0029606951678206169 0.000807761676388189 -0.0025279699722608865 0.002557150158555033 0.0002476594251869642 0.00026503751778536317 0.0010565498071211737 -0.0025720574419178027 0.0011238795747322589 -0.0027619985139822664 0.0023792313889134599
leaf_weight=0.0013406867150536073 0.0016285850772286255 0.0012022752075785395 0.0010697119714730965 0.0011724750685568027 0.0010881117238561444 0.0010015147668396285 0.0016491799840083754 0.0010194184412745944 0.0017852263874518215 0.0017082783985629237 0.0011819917939011049 0.0012107263495835241 0.0010583142879445617 0.0010419359765228009 0.0010499866453189677
leaf_count=44 106 155 160 525 44 71 300 185 96 799 42 42 65 330 157
internal_value=0 0.000958576 -0.000149804 -2.5826e-05 0.00134185 -0.000293537 -0.000778872 -0.000298142 0.000302443 -0.00088251 -0.000340621 -0.000891846 -0.000324443 -0.000881774 0.00161206
internal_weight=0 0.00254296 0.0176655 0.0165957 0.0027167 0.013879 0.0076496 0.00600042 0.00622945 0.004981 0.00417794 0.00299595 0.00380853 0.00275021 0.0020515
internal_count=3121 199 2922 2762 150 2612 2204 1904 408 1719 180 138 1194 1129 228
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=26
num_cat=0
split_feature=1429 133 1 159 42 15 52 2 52 2 12 14 3 151 16 52 1375 39 3 0 16 0 147 13 158
split_gain=0.000460885 0.000489525 0.000528729 0.000545707 0.000545417 0.000461359 0.000441369 0.000494476 0.000910249 0.000655404 0.00043622 0.000426999 0.000602267 0.000455723 0.000578343 0.000423541 0.000404204 0.000456469 0.000337524 0.000335651 0.000425987 0.000354048 0.000413574 0.000278425 0.000234786
threshold=-1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 0.076905000000000015 0.086375000000000021 -0.036009999999999993 -0.088204999999999992 0.10097500000000002 0.10744000000000002 0.097845000000000015 0.084100000000000022 -0.10708499999999999 0.16158000000000003 -0.086944999999999981 -0.093244999999999981 -0.0064899999999999992 -0.068444999999999992 0.084020000000000011 -0.075944999999999985 -0.10607499999999999 -0.27167499999999994 -0.074229999999999977 0.10271500000000001 0.11596500000000001 0.080695000000000003
decision_type=2 2 2 2 2 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 11 18 -3 9 -9 10 -8 -4 13 14 -13 16 -15 -18 -6 20 -17 -21 -23 -12 -5
right_child=1 2 3 24 5 -7 7 8 -10 -11 23 12 -14 15 -16 19 17 -19 -20 21 -22 22 -24 -25 -26
leaf_value=-0.00088512951446283324 -0.00087910750300762423 -0.00088636304984100831 -0.00073200657851027278 0.0010276146018271838 0.00034430633723848042 -0.00014913111823819386 0.00040938712739003606 -0.0011498023749647761 0.00034622445640714196 0.0011181738672155434 -0.0010084661337783731 -0.00020112544314100411 0.00099002325706156282 2.4783521092044182e-05 0.0012749568847455037 -6.2764667550805321e-05 -0.0012522458108445852 -0.0001056441605254821 0.0011981583369085472 -0.00067472565442191882 0.00098714653799873622 0.000601794094918054 -0.00047081402594302617 -1.5980315616343966e-05 0.00019236161793510231
leaf_weight=0.0011426910750702559 0.0011553743172592048 0.0016482050613286234 0.0015804882540861867 0.0018488824607816303 0.0018957182699015362 0.0015997972045933553 0.0018768012232683873 0.0018981096962895627 0.0013753910201215191 0.0011277730269023678 0.0010991153644832607 0.0010104232722767392 0.0011883757528376995 0.0019005653086310303 0.0010734736442765654 0.0016638379682349935 0.0017568115878727735 0.0011116321360447046 0.0017420036426634145 0.0017700065701120567 0.0013915598652314261 0.001577681931554175 0.0012741944696017526 0.0011180876946612628 0.0010261989563575824
leaf_count=154 186 279 48 132 83 218 150 119 85 34 707 27 65 23 46 56 129 32 113 151 30 51 8 53 142
internal_value=0 1.7927e-05 4.70764e-05 0.000154963 8.16689e-05 0.000477578 -0.000223204 -9.4542e-05 -0.000521233 0.000172948 -8.74327e-05 -3.81979e-05 3.1564e-05 -4.68252e-05 0.000559246 -0.0001483 -0.000476052 -0.000807894 0.000753192 5.52937e-05 0.00041541 -0.000182769 0.000122562 -0.000507977 0.000729489
internal_weight=0 0.0367105 0.0355551 0.0254117 0.0225366 0.00523752 0.0101435 0.00849528 0.0032735 0.00522178 0.004094 0.0172991 0.0157186 0.0145302 0.0020839 0.0124463 0.00476901 0.00286844 0.00363772 0.00767728 0.0030554 0.00462188 0.00285188 0.0022172 0.00287508
internal_count=3121 2967 2781 1354 1080 414 1427 1148 204 944 910 666 618 553 73 480 184 161 196 296 86 210 59 760 274
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=29
num_cat=0
split_feature=31 133 151 4 2 48 15 150 48 0 0 1374 16 52 2 2 0 0 0 4 2 16 1 16 0 4 13 43
split_gain=0.00104593 0.00057421 0.000537318 0.000948965 0.000529133 0.00046314 0.000457402 0.000457271 0.00037123 0.000429141 0.000991151 0.000441741 0.000632466 0.000404541 0.000539412 0.000435353 0.00043332 0.000900097 0.000541336 0.000347886 0.000315176 0.000311263 0.00026613 0.000308286 0.000187535 0.000147641 7.8206e-05 3.23651e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.27559499999999998 0.26790000000000008 0.113445 -0.032929999999999994 -0.14147499999999996 -0.091259999999999994 -0.084044999999999995 -0.10607499999999999 -0.08824499999999999 -0.094929999999999987 -0.27167499999999994 0.083680000000000018 0.086950000000000013 0.11093500000000002 -0.062294999999999996 -0.053834999999999994 -0.019414999999999998 -0.37944499999999992 0.10097500000000002 -0.50339499999999993 0.083135000000000014 -0.092804999999999985 -0.14794999999999997 -0.083854999999999985 -1.0000000180025095e-35 -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
left_child=-1 -2 -3 6 5 -5 -4 -8 -9 11 -11 -10 -13 16 25 20 -12 -18 -19 -20 -16 -7 -14 -24 -25 -15 -6 -21
right_child=1 2 3 4 26 21 7 8 9 10 13 12 22 14 15 -17 17 18 19 27 -22 -23 23 24 -26 -27 -28 -29
leaf_value=0.0014863482757957037 -0.0010495244141930352 -0.0010663688305306692 -0.00092378491777968274 0.00094106862127775102 0.0013889119699055858 -0.00077177253261510371 0.0008493723032222439 -0.00085433124353104164 -0.00060943270515430173 -0.0012094062043429849 -0.0011035673851617404 -0.00053052625088219178 -7.8190146410292657e-07 0.0012422959901669825 -5.0698877510066924e-05 0.00047171150547081314 0.0010548108399547206 -0.0012965572776606859 -0.00076812866425541649 4.1647146860550525e-05 -0.0010477915190246058 0.00027204280494390635 0.0012826990024098095 6.1878015484372932e-05 0.00091256840925941054 0.00045216110805035813 0.00083678274377652941 0.00040811062495270856
leaf_weight=0.0010236320122865008 0.0011957758482447059 0.0010167949506056919 0.0013779852492071766 0.0013326505235937702 0.0011838342318378769 0.0010298182888952567 0.0012033372943029965 0.0013236441324160344 0.0011398044782708894 0.0018433475673055233 0.0012360122430891329 0.0013064231573860496 0.0011601485795829014 0.001007845086156145 0.0018618142897489642 0.0019904837982629431 0.001128437401691329 0.0011749041502442381 0.0011865752460149537 0.0010064642738143448 0.001121915705362575 0.0016284407250133351 0.0017219930706806608 0.0012490363066852694 0.0010561432595448395 0.0010838172879275021 0.0010864163800921034 0.0011293852473244466
leaf_count=86 187 70 120 32 116 40 44 50 19 302 697 65 49 145 238 88 37 95 132 12 35 60 28 42 62 177 63 30
internal_value=0 -3.71118e-05 -2.11013e-06 3.01243e-05 0.000551922 0.000226098 -8.95064e-05 -4.51734e-05 -8.87043e-05 -4.54043e-05 -0.000185399 0.000243826 0.000393593 -4.98696e-05 0.000199708 -6.65415e-05 -0.00030687 -0.000131832 -0.000429576 -0.000122986 -0.000425617 -0.000132335 0.000626331 0.00080699 0.000451631 0.000832879 0.00112469 0.000235424
internal_weight=0 0.0357832 0.0345875 0.0335707 0.00626116 0.00399091 0.0273095 0.0259315 0.0247282 0.0234046 0.015771 0.00763355 0.00649374 0.0139277 0.00706588 0.00497421 0.00686178 0.00562577 0.00449733 0.00332242 0.00298373 0.00265826 0.00518732 0.00402717 0.00230518 0.00209166 0.00227025 0.00213585
internal_count=3121 3035 2848 2778 311 132 2467 2347 2303 2253 1988 265 246 1686 683 361 1003 306 269 174 273 100 181 132 104 322 179 42
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=15
num_cat=0
split_feature=4 2 12 156 49 13 43 0 13 3 3 12 43 1
split_gain=0.000139723 0.000157546 0.000137855 0.000161583 0.000161058 0.000188869 0.000228129 0.000264083 0.000251271 0.000132021 0.000261416 0.000131115 0.000125734 4.57345e-05
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.093619999999999995 0.088775000000000007 0.0093850000000000027 -0.47860499999999995 -0.074359999999999996 -0.23001499999999997 -0.0097949999999999982 0.11296500000000002 -0.14989499999999997 1.0000000180025095e-35 0.0034250000000000005 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7 10 -2 -10 13 -9
right_child=9 2 3 -5 -6 6 7 12 11 -11 -12 -13 -14 -15
leaf_value=0.0015735316332596949 -0.00029615284203452538 -0.0020260997275633281 0.0017502868796654047 -0.0019603048251581275 0.0013074166770630591 0.0017652012133464816 0.00046156369357753185 -0.0034527490186470147 0.00064151535362588275 -0.00052535573324210335 0.0028133039729550829 -0.0015215628444039332 -0.00094137617925784561 -0.001963647337887025
leaf_weight=0.0011246196728391658 0.0011733314156483488 0.0010914912871704515 0.0010211393189649707 0.0011742463060673012 0.0018237566471703557 0.0018220845790186679 0.0017420810175465835 0.001001802601493719 0.0011954708568286971 0.0011977450139157853 0.0014925627132236765 0.0015816479614266243 0.0019135532835417024 0.0010026832245397799
leaf_count=106 58 83 20 272 455 402 46 653 32 116 178 227 370 103
internal_value=0 -0.000207373 -0.000337682 -0.000208614 -5.16477e-05 -0.000271373 -0.000472594 -0.00113517 0.000342816 0.000834008 0.00144475 -0.000590419 -0.00184512 -0.00270787
internal_weight=0 0.0164946 0.01537 0.0142785 0.0131042 0.0112805 0.0102593 0.00566012 0.0045992 0.00386364 0.00266589 0.00277712 0.00391804 0.00200449
internal_count=3121 2769 2663 2580 2308 1853 1833 1172 661 352 236 259 1126 756
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=15
num_cat=0
split_feature=14 148 484 15 11 3 0 47 160 0 15 2 12 13
split_gain=0.000130254 0.000159731 0.000173201 0.000155566 0.000173963 0.000215357 0.00019316 0.000282969 0.0005115 0.000194834 0.000192183 0.000223447 0.000188537 0.000121175
threshold=0.076175000000000007 -0.043434999999999994 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.10607499999999999 0.078875000000000015 0.086325000000000013 -0.08824499999999999 -0.053579999999999996 0.10327000000000001 -0.010834999999999999 0.10443000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 13 7 8 -7 -8 -11 12 -12 -5
right_child=-2 2 3 4 -6 6 9 -9 -10 10 11 -13 -14 -15
leaf_value=0.0015137106102976244 -0.001584465750039973 -0.0017279594830746049 0.0014799065349777149 0.0023595506682305891 -0.0018737008842393879 0.0027573278583648978 -0.0024067515102048687 -0.001251324192243785 -0.00080859897703636598 0.0011613319064658926 0.0012021027296321275 -0.00253075623971188 -0.0010542020375789037 0.00027556487035860963
leaf_weight=0.0014799354079295659 0.0010315938433422813 0.0011815092762635223 0.0014907476923808295 0.0011810468441240092 0.0010246028691831563 0.001937629226684388 0.0011212089558964005 0.0013355750440915415 0.0014647256975106604 0.0013638682373590654 0.001247588196214398 0.001139516946061625 0.0019976859836047661 0.001134248976555341
leaf_count=148 101 464 226 35 118 121 298 51 84 301 38 131 972 33
internal_value=0 7.67902e-05 -4.38997e-05 7.71417e-05 -6.27573e-05 7.05104e-05 -0.000182427 0.000524927 0.00122218 -0.000670267 -0.000331585 -0.00079595 -0.000186806 0.00133862
internal_weight=0 0.0190999 0.01762 0.0164384 0.0149477 0.0139231 0.0116078 0.00473793 0.00340235 0.00686987 0.00574866 0.00438479 0.00324527 0.0023153
internal_count=3121 3020 2872 2408 2182 2064 1996 256 205 1740 1442 1141 1010 68
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=30
num_cat=0
split_feature=31 133 151 4 2 13 13 40 42 39 133 160 156 43 49 0 0 48 16 1374 16 43 4 0 43 52 49 13 4
split_gain=0.00118393 0.000498595 0.000492132 0.000804339 0.000599275 0.000552155 0.000742372 0.000637385 0.00105824 0.000539735 0.000730965 0.000603186 0.000546063 0.000562042 0.00058891 0.00050496 0.000765334 0.000503726 0.000421058 0.000616705 0.000333042 0.00030693 0.000350708 0.000492846 0.000356194 0.000246806 0.000175534 0.000107018 0.000100264
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.27559499999999998 0.26790000000000008 0.113445 -0.53104499999999988 -0.47860499999999995 0.064905000000000018 -0.11466499999999999 0.091820000000000013 0.085895000000000013 -0.091944999999999985 0.091255000000000017 -0.074359999999999996 0.0093850000000000027 -0.11242999999999999 -0.030209999999999997 -0.032929999999999994 -0.23935499999999996 -0.094929999999999987 -0.5224049999999999 -0.079109999999999986 -0.069389999999999993 -0.10474999999999998 -0.14386499999999997 -0.082554999999999976 -0.006494999999999999 -1.0000000180025095e-35 -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
left_child=-1 -2 -3 5 17 -4 -7 8 -8 10 11 -10 13 21 15 18 -17 -5 -15 -20 -19 22 24 -24 -13 -21 -27 -6 -18
right_child=1 2 3 4 27 6 7 -9 9 -11 -12 12 -14 14 -16 16 28 20 19 25 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.0013462739831369406 -0.00088675529576195662 -0.00094172871017695714 -0.0009431710749668342 0.00080436788391363191 0.0012626990008693323 0.00085357623846590814 -0.0012293767663207407 0.00072537861848980965 -0.00076932353012855079 0.0008427386859371763 -0.00094334686845165213 0.00018890843790319076 -0.00073769262068823971 -0.00075158209585029546 0.00069500665603307343 -0.0012372261039698066 -0.00033983616305274014 -0.00080232430788285223 -0.00054365231820913433 -1.8414510404670531e-05 0.00016225156019527393 0.0010637355342402617 0.00042719995903045554 -0.0007570316347664173 0.0012593850862838091 0.00043657257016834893 0.0011760886393073857 0.00068338769239674739 0.00023626546948651747
leaf_weight=0.0011378124476441034 0.0012390647512685584 0.00101824294406505 0.00130231230420108 0.0013517578879316261 0.0012110178751267853 0.0015671034943380837 0.0015487045366312504 0.0015969709246377297 0.0019390178624226753 0.0010928689038367514 0.0018215047291934008 0.0012716597709001576 0.0015839282522307476 0.0010048231589721013 0.0015075689114105737 0.0017725563103784155 0.0010785807230426769 0.0010346073838718439 0.001414538916606034 0.0010922274706359758 0.0017373856848976734 0.0010985164815675566 0.0015538416784011133 0.0010785253105516368 0.0010106030333272287 0.0013512583355712593 0.0010206571801347659 0.0011045776566911414 0.0011109633961723583
leaf_count=86 187 70 21 32 116 21 139 25 238 54 689 47 150 24 72 527 57 11 18 35 89 41 28 176 45 32 16 63 12
internal_value=0 -4.68066e-05 -1.88867e-05 7.02963e-06 0.000438417 -8.61284e-05 -4.69882e-05 -9.9356e-05 -0.000151307 -8.11659e-05 -0.000125625 -5.43215e-05 1.88385e-05 8.78394e-05 -8.83782e-05 -0.000208331 -0.000579771 0.000130734 4.18064e-05 0.000205214 -0.000197763 0.000420549 0.000276784 -5.79998e-05 0.000662924 0.000511005 0.000754793 0.000986358 -4.75252e-05
internal_weight=0 0.0385154 0.0372763 0.0362581 0.00643935 0.0298187 0.0285164 0.0269493 0.0253523 0.0238036 0.0227108 0.0208893 0.0189502 0.0173663 0.0113532 0.00984561 0.0039621 0.00412375 0.00588351 0.00487868 0.00277199 0.00601315 0.00491463 0.00263237 0.00228226 0.00346414 0.00237192 0.0023156 0.00218954
internal_count=3121 3035 2848 2778 311 2467 2446 2425 2400 2261 2207 1518 1280 1130 793 721 596 132 125 101 100 337 296 204 92 83 48 179 69
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=29
num_cat=0
split_feature=1213 1456 133 453 4 11 13 1374 48 49 0 130 12 3 10 12 42 15 43 43 13 160 15 16 0 15 4 1
split_gain=0.000631743 0.000571927 0.000533631 0.000551895 0.000565192 0.000863962 0.000564693 0.000577565 0.000547592 0.000507215 0.000562393 0.0006911 0.000541146 0.000415072 0.000691658 0.000401757 0.000455865 0.00044042 0.000824473 0.000626762 0.000415464 0.000393763 0.000339439 0.000302281 0.000225923 0.00029705 0.000144628 5.36049e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 0.26790000000000008 0.080455000000000013 -0.53104499999999988 -0.094929999999999987 0.082620000000000013 -0.006494999999999999 -0.14116499999999996 -1.0000000180025095e-35 0.097825000000000009 -0.13309499999999996 0.039530000000000003 0.10345000000000001 0.091465000000000005 -0.016799999999999995 -0.079109999999999986 -0.15582499999999996 0.01128 -0.059339999999999997 -0.024814999999999997 -0.076669999999999988 -0.074479999999999977 -0.094549999999999981 -0.17966999999999997 0.12577000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 9 12 -11 -12 -9 14 -6 16 17 18 -13 -19 26 -10 24 27 25 -23 -21 -15
right_child=1 2 3 -5 13 -7 7 8 21 10 11 15 -14 23 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00091065372886378029 -0.00082999500016631665 -0.00091040263144313849 -0.00094133484956526031 -0.00077678321470249002 0.00072632695992707848 -0.001256455116887281 -0.00070836375618806187 -0.0011011649188239253 -0.0002543794941522502 0.0010758911177816627 -0.0010110072146413949 -0.0012757543074085895 0.00023176390385266156 0.00097014058058010556 -0.00063642208491529017 0.00084540420273925075 -0.00071753699218120618 0.0013357202233634062 0.00030970135624994969 2.9713129920394807e-05 -0.00062702018158152547 0.0011349948782636067 0.00010445242826335339 0.00024738313870549311 0.0013531495324939807 0.00016090358167388885 0.00066966788111046853 0.0014287511268284434
leaf_weight=0.0015341070181532626 0.0015288556492131502 0.0011132617601222741 0.0010326112412197786 0.0014201654624939044 0.0018070365850988424 0.0010067681539993592 0.0015420135174224461 0.0014568424104770541 0.0010589855670735115 0.0012495505408729362 0.0010983414206279249 0.0010389794064604718 0.0010835239213511372 0.0010249248796281307 0.0013111318530718563 0.001573260095639629 0.0013061678685550868 0.0012174386888546005 0.0018798597036279122 0.0011540406877799062 0.0010093750367718979 0.0012890793806790146 0.0014514123686950589 0.0010004955346649682 0.0014835230273302358 0.0012658580315770829 0.001917579573030649 0.0010553639122772296
leaf_count=491 258 164 17 75 64 116 53 181 93 41 140 133 20 87 15 92 236 23 62 47 36 72 42 54 87 79 228 115
internal_value=0 2.50525e-05 6.25657e-05 9.46745e-05 0.000132974 4.09415e-05 9.2963e-05 0.000137324 0.000195195 5.26787e-05 0.000163275 6.97652e-05 -0.000532641 0.000520692 0.000153316 0.000176739 6.62764e-05 0.000190867 -0.000254652 0.000436297 0.000167982 0.000543061 0.000696885 0.000892526 0.000909804 0.000652376 0.00042923 0.0012028
internal_weight=0 0.0363764 0.0348476 0.0337343 0.0323142 0.0261152 0.0251084 0.0240758 0.0225338 0.015985 0.0134446 0.012195 0.00254037 0.00619895 0.00311817 0.0110967 0.00952344 0.00821727 0.00291884 0.00529843 0.004081 0.00654886 0.00548987 0.00308078 0.00403846 0.00255494 0.00307162 0.00208029
internal_count=3121 2630 2372 2208 2133 1798 1682 1665 1612 1239 1038 997 201 335 79 857 765 529 195 334 311 373 280 256 238 151 275 202
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=30
num_cat=0
split_feature=1429 133 1 42 13 15 147 457 133 11 43 160 3 1 4 4 51 16 42 15 15 15 52 1 16 3 0 16 4
split_gain=0.000487166 0.000516327 0.000476072 0.000826687 0.00066459 0.000653648 0.00068909 0.000790611 0.000659527 0.000741646 0.0007311 0.00103689 0.000449573 0.000442987 0.000878098 0.00043407 0.000533623 0.00039996 0.000361336 0.000335852 0.000599384 0.000490927 0.000290615 0.00037606 0.000213852 0.000211247 0.000170039 5.73221e-05 5.12134e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 0.10752500000000002 -0.094469999999999985 -0.00096999999999999983 0.095175000000000023 0.08598500000000002 -0.0029299999999999994 0.10622000000000002 0.079915000000000014 -0.51144999999999985 -0.090969999999999981 0.10299500000000002 1.0000000180025095e-35 -0.069389999999999993 0.2623950000000001 0.085720000000000005 0.064860000000000015 0.094010000000000024 -0.074054999999999996 -0.016799999999999995 -0.11033999999999998 -0.080114999999999978 0.094385000000000011 -0.092124999999999985 0.10732000000000001 -0.10011499999999998 0.19444000000000003 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
left_child=-1 -2 3 -3 15 6 7 -5 9 10 -9 -12 13 14 17 16 18 -13 -4 21 25 26 -15 24 -24 -21 -6 -14 -22
right_child=1 2 4 5 19 -7 -8 8 -10 -11 11 12 27 22 -16 -17 -18 -19 -20 20 28 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00094049847439997547 -0.00091702947865235503 -0.001227329777544472 -0.00062285370070283433 -0.0011117569390924683 -0.00047138828238070632 -0.0010311326259870445 0.0011071788245660293 0.0012122891771964958 -0.0010004231074552845 -0.00089453353130314773 -0.0012329928508232517 0.00065388369990111012 0.0010670465679854454 0.00092252836064324318 -0.0013168316468874092 0.0012349131434485601 0.0012136952023730457 -0.00041733437352978062 0.00056925670226335898 -0.00029455212425657205 0.00050994526391291977 0.0010648908289846248 0.00028560768990125234 0.00073023271047644909 -0.00055732855455652998 -0.001161887026783461 0.00028122263749669684 0.00060517989765957456 7.4755376972605189e-05
leaf_weight=0.001154476762962763 0.0012064313294080078 0.0012569546765405218 0.0011362987872853844 0.0013006499912333594 0.0010847248756951089 0.0012535035602471148 0.0012356461850764324 0.0014687445818708468 0.0011482225086454348 0.0013414156489339737 0.0010890095612651187 0.0016474002436321867 0.0011293038934070418 0.0015309267844161312 0.0011679392465462459 0.0018955708770945767 0.0010386675695857051 0.0013428306937193213 0.0010278377870918121 0.0011234134191937528 0.0011209808655010534 0.0013010409022911062 0.0011924527169675514 0.0016210384005930223 0.0013759363804277669 0.0012696667135827511 0.0015443403447823467 0.0011523392756203066 0.0011761775886043324
leaf_count=154 186 220 66 174 30 303 74 9 258 75 155 294 24 97 284 188 73 24 27 23 30 23 32 51 150 19 51 17 10
internal_value=0 2.04792e-05 5.19205e-05 -7.96701e-05 0.000265385 -1.09683e-05 5.38002e-05 -1.65256e-05 6.62586e-05 0.000142525 0.000237044 0.000128933 0.000250901 0.000116273 -0.000245584 0.000682344 0.000355308 0.000172829 -5.66713e-05 1.87805e-05 -0.000244454 0.000332928 0.000379309 0.000180803 -0.00016597 -0.000754723 -2.92968e-05 0.000833782 0.000287122
internal_weight=0 0.0371795 0.035973 0.0222543 0.0137187 0.0209974 0.0197439 0.0185082 0.0172076 0.0160593 0.0147179 0.0132492 0.0121602 0.00987852 0.00415817 0.00509838 0.0032028 0.00299023 0.00216414 0.00862034 0.00469024 0.00393011 0.00572035 0.00418943 0.00256839 0.00239308 0.00262907 0.00228164 0.00229716
internal_count=3121 2967 2781 2241 540 2021 1718 1644 1470 1212 1137 1128 973 932 602 354 166 318 93 186 82 104 330 233 182 42 81 41 40
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=16
num_cat=0
split_feature=43 42 40 133 3 2 12 15 13 16 47 48 3 0 2
split_gain=0.000152059 0.000169145 0.000281477 0.000262226 0.000187775 0.000170697 0.000201065 0.000201134 0.000165906 0.000256102 0.000221982 0.000218213 0.000232 0.000159878 0.000108252
threshold=0.24789500000000006 -0.12995999999999999 -0.013874999999999998 0.087285000000000015 -0.10023499999999998 0.10613000000000002 0.09141500000000001 -0.11033999999999998 -0.117405 0.033715000000000009 0.092710000000000015 0.085700000000000012 0.090900000000000009 -0.081894999999999982 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 6 -4 -8 -6 10 11 12 14 -3 -10
right_child=-2 2 3 -5 8 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0015866992436478363 -0.0017060584495910726 0.00043204225329724569 -0.00087277472665898135 -0.0020976636445046533 0.0011104318312446318 0.0022377882596640898 -0.00031462274585228957 0.0022052600008032252 0.0010713534769313559 -0.0019715247854277325 -0.0018303095565839662 -0.00098196619071466273 0.0027182532460565175 0.0028315002497330301 -0.00084270081179346193
leaf_weight=0.0011444684319974465 0.0010000918900373015 0.001069115443060098 0.0016151813600426808 0.0011285736695925133 0.001522782817886534 0.0012577509484685834 0.001097306708890855 0.0014867999869188075 0.0012990267068229214 0.0018178720315085439 0.0011623681590530732 0.0016910800642851165 0.0010562858134743891 0.0011476209772048876 0.001077413140060629
leaf_count=140 188 136 119 674 116 114 25 75 216 267 116 114 66 151 604
internal_value=0 7.87003e-05 0.000182123 -2.18975e-05 0.000133411 0.000795016 0.000362884 0.00113523 -0.000241625 -0.000495681 -6.88885e-05 0.000330701 0.000977367 0.00167426 0.000203573
internal_weight=0 0.0195736 0.0184292 0.0162124 0.0150839 0.00545704 0.00419929 0.00258411 0.00962683 0.00810405 0.00628617 0.00512381 0.00343273 0.00221674 0.00237644
internal_count=3121 2933 2793 2506 1832 333 219 100 1499 1383 1116 1000 886 287 820
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=133 1213 1429 151 4 13 2 11 1374 159 49 16 42 48 16 2 13 15 0 475 2 0 0 0 4 16 2 1 16 13
split_gain=0.000628417 0.000537758 0.000566862 0.000520523 0.000641868 0.000558746 0.000511328 0.000472126 0.000448749 0.000465865 0.000597029 0.000574611 0.00045247 0.000421565 0.000503956 0.000398597 0.000400716 0.000386543 0.000343592 0.000323528 0.000252731 0.000358512 0.000430916 0.000680355 0.000291598 0.000257386 0.000216371 0.000213198 0.000166676 9.14292e-05
threshold=-0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24462999999999999 0.26790000000000008 -0.53104499999999988 0.11362000000000001 0.080455000000000013 -0.094929999999999987 -0.032739999999999991 0.065470000000000014 -0.097644999999999996 -0.095284999999999995 -0.032929999999999994 -0.5224049999999999 0.10060500000000001 -0.07743499999999999 0.091650000000000023 -0.11437499999999999 -0.083794999999999994 0.10774000000000002 0.15398500000000004 -0.059114999999999994 -0.10151999999999999 -0.15289999999999995 -0.091354999999999978 1.0000000180025095e-35 0.10612500000000001 -0.040964999999999994 -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=-1 -2 -3 -4 5 -5 13 8 -7 26 11 15 -13 -6 -15 16 -11 19 -18 -14 21 22 23 25 -24 -21 -10 -12 -27 -8
right_child=1 2 3 4 6 7 29 -9 9 10 27 12 17 14 -16 -17 18 -19 -20 20 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0010026824139721746 -0.00080329445331356417 -0.00091083727560630043 -0.00088220695338795557 -0.00090515220229300353 0.00084809991341653289 -0.00062217140390845337 0.0013725406404766136 -0.00077769878858861027 1.3518012514231276e-05 0.0006680740520148197 0.00047153680131598096 -0.00048441675883349245 -0.00029172667402328734 -0.00076653768126802005 0.00044517166735788674 -0.00082600694963784753 -0.00086503268298944891 -0.00039056276412975351 0.00016452773495224772 0.001218636484361288 0.00097512047002517698 -0.00029559454854899148 0.00036776201518912128 -0.00043881582949925558 0.0012937577043500531 -6.1322624561068362e-06 -0.00085618906644283088 0.0013432574356682147 0.00075187446455388443 0.00078996513155059345
leaf_weight=0.0011631818121579087 0.0014302091372567763 0.0011090450608790539 0.0010151076746369716 0.0011620242841345876 0.0013898988849376792 0.0014932627360657582 0.0010178384679676578 0.0011889054246925204 0.0010059007469878081 0.0011534461046185385 0.0010569436486327346 0.0013137050499431027 0.0010447631289904899 0.0011533032676993571 0.0014733678115131923 0.0015811970131758279 0.0011390876654395754 0.0011702243635353113 0.0013176102850627107 0.0010090425063253861 0.0018166635673573248 0.0011681001268151192 0.0010118542019945664 0.0016575142304470214 0.0017485103549148727 0.0010719300519781427 0.0011619065914276749 0.0010582131753835711 0.0011159072325126413 0.0010130982779745779
leaf_count=187 474 153 74 20 36 41 114 84 93 49 210 71 96 16 106 51 27 176 36 10 74 19 32 461 26 19 237 31 37 61
internal_value=0 2.21189e-05 5.52623e-05 8.63104e-05 0.000115663 2.64544e-05 0.000520539 6.764e-05 0.000107688 0.000153864 0.000215202 0.00013939 0.000282909 0.000236676 -8.68585e-05 -0.000251198 5.60307e-07 0.000361573 -0.000312845 0.000437161 0.000509005 0.000412593 0.000521229 0.000274959 0.00095432 0.000645037 -0.00045263 0.000907659 0.000380489 0.00108193
internal_weight=0 0.0370486 0.0356184 0.0345093 0.0334942 0.0274467 0.00604751 0.0262847 0.0250958 0.0236025 0.0214347 0.0193196 0.0141282 0.00401657 0.00262667 0.00519134 0.00361014 0.0128145 0.0024567 0.0116443 0.0105995 0.00878286 0.00761476 0.00485439 0.00276036 0.00319688 0.00216781 0.00211516 0.00218784 0.00203094
internal_count=3121 2934 2460 2307 2233 1900 333 1880 1796 1755 1425 1184 1021 158 122 163 112 950 63 774 678 604 585 527 58 66 330 241 56 175
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=16
num_cat=0
split_feature=150 15 151 151 4 2 43 42 43 16 42 3 16 52 16
split_gain=0.000127962 0.000191788 0.000214151 0.000188692 0.000244879 0.000177968 0.000176054 0.000317287 0.000278566 0.000253147 0.000218947 0.000313975 0.000218735 0.000198827 0.000164399
threshold=0.081835000000000019 -0.03241999999999999 -0.073794999999999986 -0.030624999999999996 0.40473500000000007 0.090675000000000019 -0.074359999999999996 0.082250000000000004 0.05259500000000001 0.064860000000000015 -0.095284999999999995 -0.075944999999999985 -0.074929999999999983 0.083680000000000018 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -4 10 8 9 12 -5 13 -8 -12 -10
right_child=1 -3 5 4 -6 -7 7 -9 14 -11 11 -13 -14 -15 -16
leaf_value=-0.0017278567048902706 0.0025370896895524448 -0.00089829217712069395 -0.0010517188106683904 -0.001442535141988673 0.0015281834418551339 0.0015513400072584686 -0.0018762108204040441 -0.0030292666728113852 -0.00032435386900647154 -0.0029359828619066413 -0.0013453137811395603 0.0027039854083048343 0.00072870103765028328 0.001082317755353413 0.0021642402918249236
leaf_weight=0.0015281345805041027 0.0014334323833177232 0.0012517872011343903 0.0010719887600567912 0.0010993977783529396 0.0017949169083312242 0.0011071897552707988 0.0011344305883205221 0.0010655534962023261 0.0010694796931844386 0.0010864311212476774 0.0012670454639274187 0.0012927159569025006 0.0016274400721239968 0.0015621917867719715 0.0011343241078754507
leaf_count=249 168 153 37 121 227 62 308 624 154 177 353 108 149 188 43
internal_value=0 0.000637792 0.00117005 -0.000207744 -4.33921e-05 0.000270835 -0.000272004 -0.000737889 -0.000334462 -0.00107379 0.000363082 0.000844672 -0.000341259 -4.87263e-06 0.000956555
internal_weight=0 0.0048644 0.00361261 0.0156621 0.0141339 0.00217918 0.012339 0.00711766 0.00605211 0.0038483 0.00522135 0.00412195 0.00276187 0.00282924 0.0022038
internal_count=3121 420 267 2701 2452 99 2225 1455 831 634 770 649 457 541 197
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=16
num_cat=0
split_feature=1 15 2 3 12 12 51 4 48 42 12 3 13 4 13
split_gain=0.00013026 0.000197209 0.00017676 0.00018996 0.000270366 0.000282607 0.000227748 0.000187064 0.000173566 0.000165543 0.000146896 0.00013168 0.000123162 0.000126376 9.74538e-05
threshold=0.094385000000000011 -0.095869999999999983 0.13754500000000003 0.083060000000000009 0.090995000000000006 0.10345000000000001 0.089685000000000001 0.25615500000000008 0.088965000000000002 0.084050000000000014 -0.015429999999999998 -0.13309499999999996 -0.010094999999999998 -0.031404999999999995 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 -5 9 12 -2 -7 14 -14 -3
right_child=2 8 -4 6 5 11 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0023241017442874566 0.00073488188261729647 -0.00023313756306991368 0.0019510574352422092 -0.0025383491200587239 -0.0022561506722680339 -0.00061476525908530722 0.0010993083180117376 -0.00011468640083492332 0.0012773608717266457 -0.0018199281289878909 0.0029497289492981969 0.0016014869474655035 -0.0016412930715210591 0.00037734719133323408 0.0016751524568943041
leaf_weight=0.0010391621879818078 0.0013901567861021868 0.0011768138228092084 0.0012834310500789989 0.0014607779261321951 0.0010309481664445563 0.0010072754744969714 0.0011024541797741705 0.0012971561985928304 0.0014560513286500654 0.0015538789481931853 0.0012069855032876831 0.0013584605662066984 0.0015251177796605439 0.0011921012036959777 0.0011334919582298708
leaf_count=254 201 23 159 67 193 43 53 86 129 902 81 60 414 159 297
internal_value=0 -0.000419989 0.000329646 0.00011847 0.000636025 -0.00022659 -0.000685111 -0.00139841 -0.000173806 -0.000494859 0.0017642 0.000657858 -8.53137e-05 -0.000755673 0.000703116
internal_weight=0 0.00907662 0.0111376 0.00985421 0.00599383 0.00339668 0.00386039 0.00275793 0.00803746 0.0065814 0.00259714 0.00236574 0.00502752 0.00271722 0.00231031
internal_count=3121 2178 943 784 578 296 206 153 1924 1795 282 103 893 573 320
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=15
num_cat=0
split_feature=1 42 42 13 52 4 457 4 15 15 47 52 52 0
split_gain=0.000119151 0.000190344 0.000209442 0.000264125 0.000189429 0.000290149 0.00019468 0.000180166 0.000149222 0.000139094 0.000208333 0.000155285 9.25403e-05 8.0345e-05
threshold=0.11230000000000001 0.092620000000000022 -1.0000000180025095e-35 0.086705000000000018 -0.088204999999999992 -0.0016099999999999997 0.091015000000000013 -0.17966999999999997 -0.10091499999999999 -0.016799999999999995 0.13148500000000005 -0.013374999999999998 -0.0064899999999999992 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 8 -6 -7 10 11 -2 -9 -13
right_child=9 -3 3 -5 5 6 -8 12 -10 -11 -12 13 -14 -15
leaf_value=-0.0019053483699634785 0.0023609190822874992 -0.0021679285063289002 -0.0019744866508100644 0.0022373357925425234 -0.00018508072419677905 -0.00031860644358826755 0.0010443286299969049 0.0010891226477587523 -0.0027058832110789044 0.001990450369568133 -0.0016784886385018448 -0.0011216715572060691 0.0032745505505732712 0.00091938656325187343
leaf_weight=0.0015565514609664913 0.0012219164096527457 0.0013767850402157675 0.0013812234731777071 0.0015356698722657222 0.0014761234403515315 0.001477928097473824 0.001171562549231453 0.0010636666912123864 0.0015038109888788872 0.001546438484444578 0.0012929390340943314 0.0010066568550097799 0.0011456912053766201 0.0012077281541420237
leaf_count=804 143 470 305 102 53 81 55 244 166 71 52 73 356 146
internal_value=0 -0.000286476 -7.60873e-05 0.000188642 -0.000152586 0.00016844 -0.000798526 0.00125815 -0.00152261 0.00060137 0.000147147 0.000834059 0.0022224 -8.47609e-06
internal_weight=0 0.013689 0.0123122 0.0107557 0.00922001 0.00783878 0.0041533 0.00368548 0.00298174 0.00627568 0.00472924 0.0034363 0.00220936 0.00221439
internal_count=3121 2636 2166 1362 1260 955 302 653 247 485 414 362 600 219
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=14
num_cat=0
split_feature=52 1 12 43 147 52 151 151 2 12 0 3 16
split_gain=0.000120242 0.000183505 0.000200419 0.000166681 0.000159666 0.000252661 0.000177343 0.000222941 0.00018823 0.000245916 0.0001389 0.000326698 0.000127107
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 -0.16318499999999997 0.089025000000000007 0.15915500000000002 -0.0083949999999999979 -0.086824999999999986 0.097220000000000015 0.084100000000000022 -0.033209999999999996 0.12178000000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 12 11 -10 -8
right_child=1 -3 -4 4 -6 -7 8 -9 10 -11 -12 -13 -14
leaf_value=-0.0015032649633400538 0.0013856915294128992 0.0015173970944585378 -0.0017445550526980309 0.0003323317694190614 0.0016328207220402608 -0.0022750325031013654 0.0013090811187879948 -0.0022908757144460487 0.0033718450420697943 -0.0017841578620682275 -0.00010874246295104174 3.6927897370458211e-06 -0.00059709384825396158
leaf_weight=0.001092719625342963 0.0018729739937616259 0.0017420882389515271 0.001406777408949538 0.0013363501976118852 0.0010669486352865585 0.001190079860404856 0.0016841330020546663 0.0014655766898133979 0.0012675055273380087 0.001620224335230798 0.0013990591607768721 0.0012187015151292613 0.001367603526182929
leaf_count=324 154 162 108 184 96 323 143 158 236 983 62 47 141
internal_value=0 8.20615e-05 -6.59315e-05 8.65267e-05 -9.21799e-05 -0.000238841 -2.55128e-05 -0.00103976 0.000306587 -0.000321633 0.00106201 0.00172083 0.000454849
internal_weight=0 0.018638 0.0168959 0.0154892 0.0136162 0.0125492 0.0113592 0.00280193 0.00855723 0.00467196 0.00388527 0.00248621 0.00305174
internal_count=3121 2797 2635 2527 2373 2277 1954 342 1612 1267 345 283 284
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=15
num_cat=0
split_feature=1 0 133 133 13 4 15 47 1 1 4 1 13 1
split_gain=0.000101123 0.000191405 0.00015261 0.000146013 0.000178071 0.000173806 0.000285101 0.000215996 0.000136754 0.000210831 0.000135784 0.000135681 0.000107046 8.82918e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 0.039215000000000007 -0.092094999999999982 -0.033174999999999989 -0.016799999999999995 0.092530000000000015 0.11181500000000001 0.094090000000000021 0.24564500000000003 0.11785500000000002 0.11596500000000001 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 10 -6 7 8 9 -7 -2 -10 -3 -9
right_child=3 2 -4 -5 5 6 -8 13 11 -11 -12 -13 -14 -15
leaf_value=-0.0020456794752576404 0.00023822893155368781 -0.00020555288788991284 -0.001412357536006711 0.0022021482974458008 -0.001761105178608871 -0.00039615838327173073 0.0020637841256775273 -0.0028252872127683556 -0.0020771264695405439 0.0024214727825638263 0.0029006841717259249 0.00061013090252886627 0.0020067611064133223 -0.00064399677359458182
leaf_weight=0.001797655224439843 0.0011778821630838996 0.0013181025397921431 0.0013039784730606296 0.0010000688059617633 0.0017028755279408512 0.0015745963600810623 0.0017024776942455829 0.0011190667861411541 0.0011290190023007796 0.0014541447230982385 0.001015350801923276 0.0010163785628919675 0.0011800367169030324 0.0010005730619013775
leaf_count=1460 138 71 79 296 402 84 98 115 37 93 104 89 26 29
internal_value=0 -0.000611096 6.71805e-05 0.000238192 8.58463e-05 -0.000198059 9.78059e-05 -0.000361083 0.000226587 0.000956629 0.0014708 -0.000804043 0.00083947 -0.00179561
internal_weight=0 0.00559977 0.00380212 0.0138924 0.0128924 0.0106991 0.00899626 0.00729378 0.00517414 0.00302874 0.00219323 0.0021454 0.00249814 0.00211964
internal_count=3121 1636 176 1485 1189 947 545 447 303 177 242 126 97 144
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=28
num_cat=0
split_feature=133 1213 1456 1374 1375 1 13 15 11 43 48 132 16 13 3 12 1 457 16 1 12 3 1 12 15 16 0
split_gain=0.000559173 0.000428097 0.000440755 0.000443888 0.000426955 0.000447492 0.000480321 0.000457596 0.000485934 0.000512349 0.000459697 0.000413601 0.000395294 0.000871173 0.000371689 0.000440654 0.000332619 0.000296401 0.000366963 0.000341977 0.000295628 0.000289269 0.000451233 0.000397452 0.000377031 0.000191129 0.000124677
threshold=-0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 0.11323000000000001 -0.0025349999999999995 0.095175000000000023 0.080455000000000013 -0.072534999999999988 0.086665000000000006 0.079970000000000013 0.22339500000000004 -0.11122999999999998 -0.077774999999999983 0.084405000000000022 0.13146500000000003 0.082380000000000009 -0.0057949999999999989 0.095285000000000022 0.088105000000000003 0.10732000000000001 0.13686500000000004 0.12069000000000002 -0.074054999999999996 -0.093244999999999981 -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
left_child=-1 -2 -3 -4 -5 7 16 8 9 10 11 14 13 26 15 -6 20 18 19 25 -7 22 23 -8 -23 -15 -11
right_child=1 2 3 4 5 6 21 -9 -10 12 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=-0.00095480465786942524 -0.00073066106293453797 -0.00070671380627500724 -0.00064095444069790504 0.00099367956099530807 0.00027484219784787515 0.00090118840179723712 0.00063119416592080494 -0.00082621593228009117 -0.00065750266085831492 0.00041271479081382361 0.0010842936496708473 0.00083871587309649969 -0.00077778016968275336 -0.00056193406700607326 0.00043521166943792346 -0.00098389993441086324 0.0013061795294369658 0.00035978025582268327 0.00021468792842448559 -0.00017384362802295934 -0.00013794175373948588 0.00031177163211945489 0.0010165716539671237 -0.00055039468503167966 -0.00079564882590064305 -0.0014005324806392455 0.0010572003417268659
leaf_weight=0.0011755505769792665 0.0014064074177565491 0.0014190629129385837 0.0015516949050962117 0.0010746608117356829 0.0010013259901464552 0.0011572918305393642 0.0010153611814054386 0.0012904246062312988 0.001807299113551152 0.0011177564911122317 0.0015020885960388419 0.0015089349137413777 0.0014148451894268064 0.0010729401423823512 0.001897408323385366 0.0011976052504385493 0.0013456623043656135 0.0013454954326181934 0.0015309559030338721 0.0020145649129119647 0.0010014005642204893 0.0011532053190705938 0.0013033956488794907 0.001239873192162122 0.001263182902761173 0.0010588859463926958 0.0012432772316515192
leaf_count=187 474 252 55 52 67 81 43 206 111 20 144 89 87 72 110 283 148 62 73 44 50 28 29 13 18 302 21
internal_value=0 2.6648e-05 5.74945e-05 9.02482e-05 0.000126201 9.56191e-05 0.00034817 -1.83614e-05 3.45202e-05 0.000104368 0.00039634 0.000211983 -8.77989e-05 1.62324e-05 -1.8881e-05 -0.000410707 0.000759763 -0.000231158 -0.000371206 -0.000587534 0.000419144 0.00010677 0.000360663 -1.84147e-05 -0.00026714 -0.000978469 0.000752089
internal_weight=0 0.035935 0.0345286 0.0331095 0.0315578 0.0304832 0.00947937 0.0210038 0.0197134 0.0179061 0.00710736 0.00560527 0.0107987 0.00938388 0.00409634 0.00219893 0.00350435 0.00702284 0.00567735 0.00414639 0.00215869 0.00597502 0.00355863 0.00225523 0.00241639 0.00213183 0.00236103
internal_count=3121 2934 2460 2208 2153 2101 410 1691 1485 1374 693 549 681 594 460 350 279 553 491 418 131 131 85 56 46 374 41
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=15
num_cat=0
split_feature=41 2 457 16 151 48 1 42 51 43 16 16 42 1
split_gain=9.74286e-05 0.000119661 0.000126378 0.000127791 0.000163586 0.000216331 0.000224767 0.000188996 0.000173821 0.000156003 0.000144457 0.000214494 0.00010125 4.39531e-05
threshold=0.079885000000000025 -0.0091949999999999983 -0.0029299999999999994 -0.5048999999999999 0.055020000000000006 0.083985000000000018 0.12873500000000002 0.091465000000000005 0.082455000000000014 -0.073959999999999984 -0.008904999999999998 0.15891500000000003 -1.0000000180025095e-35 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -7 12 13 -12 -5 -11
right_child=-2 2 3 4 -6 8 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0012041568748400284 -0.0012053063856203639 -0.0014170818428188335 0.0015062354440443099 -0.00045802296513387428 -0.0017747690841450822 -6.6506290166062554e-05 0.001418628493882203 -0.0020567598586854396 0.0019419753681255171 -0.002222922219180318 0.0013983232423339762 -0.0013841399807770303 0.0013363578732194788 -0.0009396231769032607
leaf_weight=0.0017063940995009344 0.0012594882443808233 0.0012255649064907273 0.0011468228751149142 0.0010367111187874478 0.0010099521089188554 0.0015515314024905922 0.0013754479162170217 0.001352604508983668 0.0019236780212271432 0.0010666217933259373 0.0011367885617219195 0.0010738388588263648 0.0015851006047155076 0.0010612344478752034
leaf_count=159 133 241 143 248 79 217 111 451 136 566 104 163 315 55
internal_value=0 7.85277e-05 -3.75595e-05 7.27967e-05 -4.31873e-05 8.96655e-05 -0.000253111 -0.000529717 0.00104527 -0.000232964 -0.000752549 4.67083e-05 0.000626828 -0.0015829
internal_weight=0 0.0182523 0.0165459 0.0153203 0.0141735 0.0131636 0.00968835 0.0083129 0.00347521 0.0069603 0.00433848 0.00221063 0.00262181 0.00212786
internal_count=3121 2988 2829 2588 2445 2366 2013 1902 353 1451 888 267 563 621
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=28
num_cat=0
split_feature=1429 151 133 480 151 1456 13 13 1 15 16 132 0 457 42 1374 51 47 16 12 4 2 16 16 16 15 16
split_gain=0.000560969 0.000574014 0.000560519 0.000512022 0.000520405 0.000492402 0.000527013 0.000499614 0.000692778 0.000632049 0.000536448 0.000529312 0.00054888 0.000593561 0.000462009 0.000581309 0.000699573 0.00051914 0.000464672 0.000418384 0.000338161 0.000337214 0.000293318 0.000291468 0.00022652 7.60499e-05 7.50152e-05
threshold=-1.0000000180025095e-35 -0.27559499999999998 -0.25159999999999993 0.08598500000000002 -0.10959499999999998 -1.0000000180025095e-35 -0.53104499999999988 -0.084034999999999985 0.10752500000000002 0.035560000000000008 -0.085254999999999984 0.080640000000000017 0.12113000000000002 -0.0029299999999999994 -0.0060199999999999993 -0.094929999999999987 0.082455000000000014 0.11518500000000002 -0.0007049999999999999 0.091475000000000015 0.076415000000000025 0.097845000000000015 0.042200000000000008 -0.39185999999999993 -0.39185999999999993 -0.084564999999999987 -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
left_child=-1 -2 -3 4 -4 -6 -7 8 10 11 24 12 13 -9 17 -16 18 -15 23 -11 -20 -12 -14 -17 -8 -10 -18
right_child=1 2 3 -5 5 6 7 9 25 19 21 -13 22 14 15 16 26 -19 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00099009196541181106 -0.0010007305421352274 -0.00090612352899738431 0.00096811154126294648 -0.00081991610244084667 -0.00085978469796903505 -0.00079546460693399326 0.00017959049543866064 -0.00071848251047634836 0.0013729636482882235 -0.00098195797832337879 9.5990123058931149e-05 0.00081826886020331096 -0.00099135605259590255 -0.0010334926844070343 -0.00046401026758847601 0.00038335252611630249 0.0013724947332786573 0.00023018251840166128 0.00030228402165605292 6.3047590404181729e-05 0.0012778771810458842 0.0010032876788345 -9.0091990890042926e-05 -0.00040442209190377516 -0.00065648645987500598 0.00084837684323429302 0.00088104554438416004
leaf_weight=0.0010785242345749948 0.0010194069512650108 0.0011314964560722443 0.0012741456646665475 0.0011605804126677546 0.0010313537215843873 0.001178000262703093 0.0010953326136515784 0.0013106547923718024 0.0010692991039871202 0.001757145911787771 0.0014755073503424079 0.0018831076290579665 0.0012798346515410222 0.0010109547468802891 0.0013198475706204258 0.0016067529122691868 0.0012994107561445922 0.0015554901738425997 0.0016522183608140908 0.001225844375162044 0.001125998698950248 0.0016194880240245624 0.0014535845540990522 0.0019711561369502029 0.0013805502560497729 0.0010155117656367452 0.0010653221723798678
leaf_count=154 74 183 77 205 247 33 51 88 103 390 171 127 18 162 24 82 25 10 115 300 33 25 44 98 180 52 50
internal_value=0 1.47482e-05 4.43685e-05 7.61713e-05 0.000108017 7.30969e-05 0.000104797 0.000141149 0.00044235 3.39848e-05 0.000189709 0.000128379 5.03585e-05 0.00016082 0.000252233 0.000385103 0.000513611 -0.000267595 0.000276442 -0.000552518 0.000697687 0.000570743 -0.00051208 -5.06515e-05 -0.000286605 0.00111744 0.00115109
internal_weight=0 0.035968 0.0349486 0.0338171 0.0326565 0.0313824 0.030351 0.029173 0.00765569 0.0215173 0.00557088 0.0185343 0.0166512 0.0139178 0.0126072 0.0100407 0.00872086 0.00256644 0.00635613 0.00298299 0.00277822 0.003095 0.00273342 0.00357791 0.00247588 0.00208481 0.00236473
internal_count=3121 2967 2893 2710 2505 2428 2181 2148 582 1566 427 876 749 687 599 427 403 172 328 690 148 196 62 180 231 155 75
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=28
num_cat=0
split_feature=1213 1429 4 480 1374 13 13 48 11 457 148 48 3 12 1 12 15 133 16 13 4 3 15 51 1 12 43
split_gain=0.000509064 0.000447492 0.000563649 0.000531905 0.000413423 0.000376894 0.000521633 0.000385908 0.000691347 0.000644571 0.000383831 0.000466532 0.00092861 0.000602426 0.000694363 0.000718741 0.00034729 0.00035707 0.000608305 0.000506483 0.000333115 0.000310299 0.00068929 0.000264928 0.000298502 0.000223221 4.75028e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.016865000000000002 0.080150000000000013 -0.0029299999999999994 -0.082084999999999977 -0.032929999999999994 -0.11255999999999998 0.11650500000000001 0.10752500000000002 0.092200000000000018 -1.0000000180025095e-35 0.085815000000000016 1.0000000180025095e-35 -0.0090849999999999976 0.23246000000000003 -0.10831999999999999 -0.073184999999999986 0.082455000000000014 0.09253500000000002 0.051320000000000005 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -7 10 9 -9 -8 12 -12 14 15 16 26 18 19 -18 25 -11 23 24 -23 -16 -13
right_child=1 2 -4 -5 5 6 7 8 -10 21 11 13 -14 -15 20 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.00080729468745426947 -0.00082816419994408889 -0.00060645987277346206 0.0010117908561833289 -0.00090393178069516581 -0.00066476147461684283 0.00090539226410903009 -0.00074876816889467518 -0.00053562239514691066 -0.00071275414425075838 0.0012275764175938499 0.0013197654599770975 -0.00068354079838774779 -0.00031801996954837139 -0.00087049458639454813 0.00049357740570498266 -0.0010428566351499669 0.00057089901420835686 -0.00050468458477967383 0.00091367716444522003 -0.00059390075002251335 0.00088764342537629736 -5.0706438429009689e-05 -0.00026567028399250158 0.0011745141055314479 0.00094426471373960713 -0.00030283669098517816 -0.00028393929820012836
leaf_weight=0.0013494586203376393 0.001052303846268198 0.0016010164062940637 0.0010195838732034437 0.0010600620026833809 0.0011315065463346477 0.0013725535039390549 0.0012257949697591633 0.0010096524083785807 0.0010221153839857777 0.0011260521122835598 0.0012867880385698527 0.0010683141399043805 0.0011340435278306407 0.0014816540715894009 0.0013868207151785947 0.0014465684814435331 0.0011522839820570204 0.0011724762651487142 0.0017682767300208901 0.0014911686590486448 0.0017955071320935323 0.0010125738874076085 0.0015793924144089644 0.001625504772528652 0.00109039876540451 0.0010979225809784054 0.0010055299464531925
leaf_count=491 154 55 143 207 26 29 66 87 38 27 24 276 70 70 23 381 165 111 65 115 78 101 70 76 81 42 50
internal_value=0 1.89954e-05 4.58764e-05 1.52383e-05 4.65849e-05 8.20474e-05 0.000111853 7.14811e-05 0.000304862 0.000444596 -3.52393e-05 1.53549e-05 0.000552542 -7.21193e-05 1.62578e-05 -0.000189813 -2.86771e-05 0.000142569 0.000314585 -8.61632e-05 0.000454595 0.000598418 0.000464944 0.000774434 0.00046519 0.000141669 -0.000489789
internal_weight=0 0.0342159 0.0331636 0.032144 0.0310839 0.0294829 0.0283514 0.0269788 0.00846569 0.00744357 0.0185131 0.0172874 0.00242083 0.0148665 0.0133849 0.00910462 0.00765805 0.00558421 0.00441173 0.00264345 0.00428025 0.00643392 0.00530787 0.00372848 0.00210297 0.00248474 0.00207384
internal_count=3121 2630 2476 2333 2126 2071 2045 2016 480 442 1536 1470 94 1376 1306 1163 782 456 345 280 143 355 328 258 182 65 326
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=16
num_cat=0
split_feature=14 157 14 48 2 0 4 42 42 0 49 3 42 4 0
split_gain=0.000127468 0.000152833 0.00015 0.000198138 0.000259342 0.0002712 0.000201456 0.000179739 0.000248024 0.000142186 0.000266232 0.000184057 0.000121069 6.72877e-05 1.49065e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.10708499999999999 0.12879500000000002 0.10912000000000001 -0.17169499999999996 0.181285 0.092395000000000019 0.083995000000000014 -0.046359999999999991 -0.047584999999999995 0.083060000000000009 0.075730000000000006 -0.018869999999999994 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 9 10 -4 -11 -8 -7 -12
right_child=-2 2 3 -5 5 13 12 -9 -10 11 14 -13 -14 -15 -16
leaf_value=0.001322194635910628 -0.001619898820923405 -0.0015078950946993159 0.00039482612327213949 -0.0017255423822946832 0.0033772370991185935 0.0012734456615916461 0.0020916031684325956 -0.0022293279499945792 0.0018344391244437936 0.0011661183205966623 -0.0026386414807472304 -0.0011088606983855589 -1.3072131926224779e-05 -0.00039356453785641604 -0.0018455738695240115
leaf_weight=0.0019199089075052625 0.0010018747232489736 0.0014158862955174203 0.001376373052435877 0.0012186594974963336 0.0010184237912609362 0.0010629123355683223 0.0012466210192745028 0.0010554094641579415 0.0011205877585526158 0.0017798093266028214 0.0010363276950804412 0.0013486648618394881 0.0011189477956040639 0.0010273083917097256 0.0010093552782480582
leaf_count=398 101 102 84 75 60 139 105 354 508 90 66 56 86 221 676
internal_value=0 8.05658e-05 -6.10305e-05 7.18279e-05 0.000226072 0.00141178 -0.00010623 -0.000432145 -0.000184885 -0.000530327 -0.00118464 0.00018539 0.00109606 0.000454138 -0.00224734
internal_weight=0 0.0187552 0.0168353 0.0154194 0.0142007 0.00310864 0.0110921 0.00872653 0.00767112 0.00655053 0.00342206 0.00312847 0.00236557 0.00209022 0.00204568
internal_count=3121 3020 2622 2520 2445 420 2025 1834 1480 972 826 146 191 360 742
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=28
num_cat=0
split_feature=151 133 1429 4 13 13 40 42 160 49 156 133 43 157 16 2 48 16 16 2 151 16 4 1 13 3 52
split_gain=0.000534509 0.000548646 0.000527025 0.000547975 0.000587358 0.000696187 0.000567889 0.00104474 0.000605165 0.000486809 0.000508105 0.000583241 0.000669826 0.000547432 0.000487963 0.000453011 0.000405391 0.000368829 0.000360675 0.000775146 0.00029594 0.000391869 0.000539557 0.000431526 0.000240396 0.000188534 0.000173217
threshold=-0.27559499999999998 -0.25159999999999993 -1.0000000180025095e-35 0.26790000000000008 -0.53104499999999988 -0.47860499999999995 0.064905000000000018 -0.11466499999999999 -0.091944999999999985 0.093655000000000002 0.091255000000000017 0.087625000000000022 -0.073959999999999984 -0.080544999999999992 -0.056919999999999991 0.11362000000000001 -0.032929999999999994 -0.50339499999999993 0.051380000000000002 0.084055000000000005 -0.055494999999999996 -0.094359999999999986 -0.0024449999999999997 0.095285000000000022 -0.0082249999999999979 -0.074479999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 -7 -9 10 11 12 18 -14 20 16 -5 -18 19 24 -15 22 -22 -23 -10 -20 -16
right_child=1 2 3 15 5 6 -8 8 9 -11 -12 -13 13 14 26 -17 17 -19 25 -21 21 23 -24 -25 -26 -27 -28
leaf_value=-0.00096207863810850571 -0.00097298283784886944 -0.00091869373390891752 -0.0009645754088622692 0.00081998534039282619 0.00094056296762283324 -0.0012396645062485664 0.00082306575866006001 -0.0007419478195934715 0.0010574430048567354 0.00079623954897881479 -0.00088988029852197733 -0.0007141876788798225 0.00080490080818805478 0.00065917906768838568 -0.0010927231758833165 0.0010147399211920631 -0.00072040426653498441 0.00034904979800531389 0.00054523843130584941 -0.00078206080455241786 0.00026525768745053744 -0.000402469663855153 -0.0010172043543651105 0.00077310434139080315 0.00016308587319215822 0.0012483925073881949 -0.00038556439937366822
leaf_weight=0.0010698976167473609 0.0010132339212691735 0.0010231378872034283 0.0011352583240071814 0.0012787023360516514 0.0015373609860347406 0.0013394957837207224 0.001450119850154862 0.0018580202341582632 0.0012209926869921617 0.0016293784264268521 0.0011033189828806291 0.001624439220822004 0.0011826593818731199 0.0011300029859917515 0.0011085502051307872 0.001913308969319516 0.0011071746846962327 0.0013475195325994829 0.0016403653979080168 0.0010525399985024109 0.0010451812397564986 0.0010171818172279856 0.0015138762144763958 0.0013965074413100353 0.0010566474319979547 0.001279108091793546 0.0015881048904433787
leaf_count=74 184 153 21 36 21 138 25 334 82 156 92 418 37 29 114 178 49 82 84 192 42 350 55 28 34 28 85
internal_value=0 2.27581e-05 5.19354e-05 8.15304e-05 2.61758e-06 4.36283e-05 -1.10114e-05 -6.18603e-05 8.42403e-06 7.61406e-05 1.42552e-05 7.01211e-05 0.000148613 -7.20568e-05 -0.000189922 0.000471561 0.00019319 -0.000133321 0.000501072 0.000192273 2.49816e-05 -0.000119133 -0.000493416 0.000277692 0.000642531 0.000853311 -0.000676266
internal_weight=0 0.0355922 0.034579 0.0335558 0.0279091 0.0267739 0.0252365 0.0237864 0.0224469 0.0205889 0.0189595 0.0178562 0.0162317 0.00998206 0.0087994 0.00564671 0.0037334 0.00245469 0.00624965 0.00333018 0.00610275 0.00497275 0.00255906 0.00241369 0.00227764 0.00291947 0.00269666
internal_count=3121 3047 2863 2710 2365 2344 2323 2298 2160 1826 1670 1578 1160 740 703 345 167 131 420 308 504 475 97 378 116 112 199
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=17
num_cat=0
split_feature=2 484 42 47 3 42 48 51 47 15 3 151 42 2 0 0
split_gain=0.000106489 0.0001323 9.91993e-05 0.000207548 0.000352005 0.000176879 0.000120078 0.000208612 0.000198441 0.000252907 0.000367364 0.000316206 0.000174655 0.000169216 0.000162657 0.000119731
threshold=0.14838000000000004 -0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.088060000000000013 -0.088934999999999986 0.092150000000000024 0.089685000000000001 0.086785000000000015 -0.033689999999999991 -0.13927999999999999 -0.033849999999999991 0.084050000000000014 0.10327000000000001 -0.08824499999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -8 9 11 -11 -7 13 15 -13 -12
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 12 14 -14 -15 -16 -17
leaf_value=-0.0013675606617583481 0.0012558097543754576 -0.0015184698343003117 -0.001003600012532264 0.0028497815273415827 -0.00036305672980697749 0.0031135970084978349 -0.0015610833094149915 0.00073200874037099219 -0.0012939436407820326 -0.0020933196631336692 0.00066253910852383084 -0.00058079788802934762 -0.0010024867808816 -0.00048532244312339572 0.0015643161724441608 0.0023941143305941785
leaf_weight=0.0011614757449917223 0.0010003427240428122 0.0012172997839726149 0.001386965333797118 0.0010763413551797543 0.0010674499909626434 0.0010613024384009684 0.0016405144665070379 0.0010057625890139699 0.0011482947156677423 0.001110890809464137 0.0014674696249647448 0.0011199533875267675 0.0010216818864336591 0.001051655016760078 0.0011023477841501641 0.0010965121007782156
leaf_count=486 133 330 275 69 43 110 124 50 98 115 388 194 399 80 165 62
internal_value=0 -7.17221e-05 1.39185e-05 0.000101101 0.00125003 -7.42843e-05 6.27775e-05 -0.000689555 0.000258343 0.000455699 -4.56895e-05 0.00133342 0.00044483 0.000853802 0.000483262 0.00140306
internal_weight=0 0.0187359 0.0175744 0.0161875 0.00214379 0.0140437 0.0128264 0.00264628 0.0101801 0.00903181 0.00574821 0.0032836 0.00463732 0.00361564 0.0022223 0.00256398
internal_count=3121 2988 2502 2227 112 2115 1785 174 1611 1513 1044 469 929 530 359 450
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=28
num_cat=0
split_feature=160 1213 1374 1429 4 11 16 51 16 456 474 133 12 12 0 51 1 47 13 42 43 2 2 2 16 3 49
split_gain=0.000471649 0.000476394 0.000437128 0.000472377 0.000410509 0.00043608 0.000649439 0.000405174 0.000509129 0.000409107 0.000440055 0.000501867 0.000416385 0.000424626 0.00044733 0.000497934 0.00034033 0.000550988 0.00047688 0.000339391 0.00040297 0.000443497 0.000307198 0.000306319 0.000252073 0.000180214 0.00016681
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.50996500000000011 0.081365000000000007 -0.39185999999999993 0.012085000000000002 0.023255000000000001 0.087015000000000023 0.084660000000000027 0.10622000000000002 0.12757000000000002 0.10711000000000002 -0.059114999999999994 -0.031924999999999995 0.094385000000000011 0.093140000000000014 -0.084034999999999985 -0.090219999999999981 -0.072864999999999985 0.092365000000000017 0.11928500000000002 0.10097500000000002 -0.090344999999999995 -0.074479999999999977 -0.009244999999999998
decision_type=2 2 2 2 2 2 2 2 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 9 22 10 11 12 13 14 15 -5 18 -18 -17 -16 25 -22 24 -23 26 -21 -9
right_child=1 2 3 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 19 16 17 -19 -20 20 21 23 -24 -25 -26 -27 -28
leaf_value=-0.00083769765803556797 -0.00075003163802613764 -0.00065934079599985795 -0.00083483775060363139 -0.0010351703317283988 0.0010002656667219454 0.0004014715358675646 -0.0010535194332574576 0.0011782270105198094 -0.0003311126519350294 -0.00077646070284200159 0.00087524530821831749 -0.00089719217268881474 0.00092379826613627196 -0.00072955134823514357 -0.00021066785297007144 0.00019589808944345737 0.00080347287879602386 -0.00031281381557799826 -0.00098603284642681619 0.00063150296053702366 -0.00048216253155568489 0.0011456812613525825 0.0012901219852405874 6.5911217675687574e-05 -4.8897066181304296e-05 0.0014006314029041569 0.00037035634652187051
leaf_weight=0.0012670836293253154 0.0014585021827319125 0.0015410987719057792 0.0010136787272022598 0.0010144278529321538 0.0010428592144955387 0.0010221863643664619 0.0014618227844325196 0.0010034771465985415 0.0011627989539040318 0.0010666762689637279 0.0013837575209680866 0.0010221157848116494 0.0011577105937181633 0.0012496040784999432 0.0015669933186579499 0.0014449555782522971 0.0019612394414481038 0.0015541150107607482 0.001247137396711004 0.0014280991640518437 0.0011829634332309984 0.0010073299479529396 0.0012748192613152298 0.0010545015664218393 0.0011446586387831017 0.0010269351947380656 0.0010012343452441286
leaf_count=240 466 55 141 141 143 31 91 18 63 127 148 273 22 52 21 166 127 51 362 29 28 15 52 34 131 34 60
internal_value=0 3.26573e-05 6.82894e-05 0.00010506 0.000137376 0.000105734 -0.000454781 0.000159377 0.000493436 6.7746e-05 0.000114399 5.56416e-05 0.000113283 5.36613e-05 0.000121211 -0.000125605 2.30368e-05 0.00030997 -0.000351643 0.0003665 0.000525175 0.000201308 0.00071015 0.000593444 0.000475386 0.000953228 0.000774744
internal_weight=0 0.0334957 0.0320372 0.0304961 0.0294824 0.0284396 0.00248401 0.0259556 0.00558699 0.0203686 0.0193019 0.0179181 0.016896 0.0157383 0.0144887 0.00722188 0.00620745 0.00351535 0.00269209 0.00726682 0.00569983 0.00324479 0.00442419 0.00206183 0.00314937 0.00245503 0.00200471
internal_count=3121 2881 2415 2360 2219 2076 122 1954 324 1630 1503 1355 1082 1060 1008 847 706 178 528 161 140 77 261 49 209 63 78
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=15
num_cat=0
split_feature=14 157 43 12 42 16 15 42 0 42 1 151 16 42
split_gain=0.000119275 0.000132526 0.000135809 0.000272425 0.000223226 0.000205661 0.000309485 0.000196808 0.000169918 0.000244893 0.00024284 0.000200868 0.000159337 0.000144502
threshold=0.076175000000000007 -0.073574999999999988 -0.063379999999999978 0.051320000000000005 -0.012324999999999997 -0.056919999999999991 -0.037864999999999989 0.083865000000000009 -0.15931499999999996 1.0000000180025095e-35 0.095285000000000022 -0.0083949999999999979 0.22339500000000004 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -5 11 10 -10 -4 -8 -9
right_child=-2 2 5 7 -6 6 12 13 9 -11 -12 -13 -14 -15
leaf_value=0.0010283674228365042 -0.0013106402800371556 0.00014908584002106321 -0.001766179837503041 -0.0014632196882667563 0.0025452990675703391 -0.0026111649169584675 0.00049718141013480098 0.0013151244958992201 5.4440651416532682e-05 -0.00094848972544881198 0.0024169569620848433 0.00031831940154143212 -0.0013666603009439267 -0.00056706443287699211
leaf_weight=0.0019408883001975621 0.0010001421179617323 0.0010825280048400998 0.001242681019796521 0.0012920842832759571 0.0012836490965291115 0.0012439582559855278 0.0016471431011711021 0.0012799705175607357 0.0012487593884077941 0.0010155385785350912 0.0013874316770297046 0.0015941201520019961 0.0011959021238610035 0.0011880837107646758
leaf_count=398 101 51 58 330 196 165 228 303 365 402 149 70 103 202
internal_value=0 6.70889e-05 -4.46194e-05 0.000415855 0.00144903 -0.000311368 -0.000994284 -0.000234301 0.000118788 0.000673138 0.00129784 -0.00059481 -0.000286827 0.000409067
internal_weight=0 0.0186427 0.0167018 0.00612632 0.00236618 0.0105755 0.004087 0.00376014 0.00648853 0.00365173 0.00263619 0.0028368 0.00284305 0.00246805
internal_count=3121 3020 2622 1082 247 1540 496 835 1044 916 514 128 331 505
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=29
num_cat=0
split_feature=133 160 1456 1213 1 42 133 43 0 14 13 3 159 15 457 1 15 4 15 16 0 4 43 4 4 2 0 16
split_gain=0.000532651 0.000513059 0.000558916 0.000503293 0.000478582 0.000492613 0.000484919 0.000556565 0.000472237 0.000639358 0.000829096 0.000452073 0.000417395 0.000417953 0.000494248 0.000555028 0.00038768 0.0005879 0.00038754 0.000343049 0.000424313 0.000568917 0.000391131 0.000288228 0.00028766 0.000266951 0.000135741 7.56961e-05
threshold=-0.25159999999999993 -0.40698999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 0.11323000000000001 -0.095284999999999995 0.10622000000000002 0.10915000000000001 -0.20211999999999997 -0.073394999999999974 -0.079969999999999986 0.10299500000000002 0.094385000000000011 0.091650000000000023 -0.0029299999999999994 0.11212500000000002 -0.095869999999999983 0.0061450000000000003 -0.055554999999999993 -0.095564999999999983 -0.076234999999999983 -0.49013999999999996 -0.081289999999999987 -0.018869999999999994 0.053180000000000012 0.092235000000000025 -0.23001499999999997 -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
left_child=-1 -2 3 -3 5 -5 7 12 -6 -10 -11 18 13 14 -7 16 24 19 27 -18 23 -22 -23 -21 -16 -26 -19 -12
right_child=1 2 -4 4 8 6 -8 -9 9 10 11 -13 -14 -15 15 -17 17 26 -20 20 21 22 -24 -25 25 -27 -28 -29
leaf_value=-0.00093710521831070267 -0.00083330036479990386 -0.00068091512386617137 -0.00092532192214839248 -0.00083373212158788506 -0.00041987849720121503 -0.00055723731086280081 -0.00082865626455800158 0.00088628072251521999 0.0013419059525952585 0.0012313233303788305 0.00019680764916451437 -0.000512091430020585 -0.00068843750144419354 -0.00070148335877328076 -0.00052222305122197083 -0.00073789365861973903 0.00087381105913991405 0.001346167446406578 0.00081451758288600374 8.3667770611274672e-05 -0.00031938470539472411 0.0013179514603728548 0.00027935018724024619 -0.00085184049607979061 -0.00020333711020240695 0.00073466724469614729 0.00071135589667280653 -0.00030557443888238754
leaf_weight=0.0010941865853003599 0.0012439126256432167 0.0015189754034052863 0.0010403656750714854 0.001197855932924429 0.0012070671492026017 0.0016360507868724552 0.0010742342910319272 0.0015073625791188752 0.0013150870552840485 0.0014304039396824128 0.0011343035529092224 0.0016355658381144167 0.0013370982750464935 0.001127899720316349 0.0015500246672237516 0.0010174014307722254 0.0013097391557637048 0.0011229121306541856 0.0016945779859689454 0.0013602601326345651 0.0013650808578020701 0.0012014324748612637 0.001449197428978111 0.0010627330769046317 0.0011783603910824336 0.0010301335213398488 0.0013364505282367212 0.0010428328511373763
leaf_count=187 228 439 245 132 25 128 260 29 80 132 58 19 116 109 89 13 26 25 36 180 99 52 51 158 30 33 84 58
internal_value=0 1.60892e-05 4.63777e-05 7.62486e-05 0.000111829 6.48634e-06 5.2939e-05 9.89294e-05 0.000366441 0.00048145 0.000318344 8.12163e-05 3.67424e-05 9.1377e-05 0.000145184 0.000221881 0.000291797 0.000427868 0.000331853 0.000245891 0.000118162 0.000386551 0.00075011 -0.000326649 -7.77587e-05 0.000234187 0.0010012 -4.38298e-05
internal_weight=0 0.0361273 0.0348834 0.033843 0.0323241 0.0228642 0.0216664 0.0205921 0.00945984 0.00825277 0.00693768 0.00550728 0.0190848 0.0177477 0.0166198 0.0149837 0.0139663 0.0102078 0.00387171 0.00774844 0.0064387 0.00401571 0.00265063 0.00242299 0.00375852 0.00220849 0.00245936 0.00217714
internal_count=3121 2934 2706 2461 2022 1614 1482 1222 408 383 303 171 1193 1077 968 840 827 675 152 566 540 202 103 338 152 63 109 116
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=17
num_cat=0
split_feature=1 160 12 159 42 43 2 2 48 0 3 12 15 1 16 0
split_gain=0.000107583 0.000172259 0.000158034 0.000142629 0.000181795 0.000161424 0.000158949 0.000161409 0.000242209 0.000145599 0.000128758 0.000193301 0.000150075 0.000125423 5.44134e-05 2.09062e-05
threshold=0.11230000000000001 -0.091944999999999985 0.098810000000000023 0.091005000000000016 -1.0000000180025095e-35 -0.072534999999999988 0.089775000000000008 0.10097500000000002 0.086565000000000017 -0.063634999999999983 0.10732000000000001 0.091200000000000017 -0.074054999999999996 0.12958500000000003 -0.071854999999999988 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 15 8 -8 -6 11 -2 -12 -13 -9 -7
right_child=10 2 -4 -5 5 6 7 14 -10 -11 12 13 -14 -15 -16 -17
leaf_value=-0.0021332049131488583 0.0026735241572117996 -0.0014352252887044115 -0.0016007015231699327 -0.0015866066815129222 0.00056312126790858223 -0.00043889673822662575 0.0033164239334269358 0.0005120855646562752 6.3272895797031203e-06 0.0029536492117261171 0.00081111004023784949 -0.00065901875248551903 -0.0016051459776469819 0.0014841743848296718 -0.0010747964367589175 -0.0013912688631370924
leaf_weight=0.0010427485289162671 0.0012089459523537396 0.0012495578153595152 0.0014272354487760144 0.0010480220314156305 0.0013793302152411702 0.0010315971868392086 0.0010165994198383377 0.001003306820336114 0.0010488918474362841 0.0010463836862166813 0.0012488418578191496 0.0013821763952961419 0.0011559502748053063 0.0011838674394919479 0.0010152405639907158 0.0011256276708538609
leaf_count=383 162 544 321 163 425 61 129 60 40 61 124 92 58 49 95 354
internal_value=0 -0.000246818 -8.80821e-05 0.000108813 0.000287992 0.000536436 0.000125279 0.000685771 0.0016355 0.00159433 0.000523612 0.00108036 -0.000350351 0.000329763 -0.000286046 -0.000935839
internal_weight=0 0.0134345 0.0123918 0.0109646 0.00991654 0.00866698 0.00624126 0.00408404 0.00206549 0.00242571 0.00617978 0.00377499 0.00240479 0.00256604 0.00201855 0.00215722
internal_count=3121 2636 2253 1932 1769 1225 739 324 169 486 485 303 182 141 155 415
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=14
num_cat=0
split_feature=52 1 376 12 3 47 43 41 0 0 52 13 52
split_gain=0.000112317 0.000142135 0.000138445 0.000228636 0.000121076 0.00037221 0.00029901 0.000261596 0.000186108 0.000254853 0.000216306 0.000142778 0.000138476
threshold=-0.40306999999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 -0.10023499999999998 0.092710000000000015 0.084740000000000024 1.0000000180025095e-35 -0.10151999999999999 -0.14723999999999998 -0.066844999999999988 -0.084034999999999985 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 7 12 9 10 -6 -10 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.0014390414152022971 0.002948440895224177 0.0013615032663869887 0.0014187123111349231 -0.0021742628763977605 -0.0012337224952295891 -0.0024555411249389614 -0.0015396393340501443 -0.00063028647807442518 -6.293833866840487e-05 0.0021151299816479195 0.0010188754740950616 -0.0023120641012331095 0.00076863752601300471
leaf_weight=0.0011078904345277743 0.0015007739964099072 0.0017039895899390025 0.0012824263603162791 0.0011368332197914119 0.0018199626903410149 0.0014792618038975977 0.0011007009347441254 0.0011472013543243342 0.001551504329656811 0.0016210143309043357 0.0018592685156875177 0.0010023615789766342 0.0010821271656338283
leaf_count=324 131 162 140 105 62 187 48 89 480 146 101 1084 62
internal_value=0 8.40301e-05 -4.72334e-05 -0.000170099 -9.24249e-06 -0.000318199 0.000587678 0.00121542 8.43529e-05 0.000580669 -9.53911e-05 -0.000945693 0.00203519
internal_weight=0 0.0182874 0.0165834 0.015301 0.0141642 0.00933337 0.0048308 0.0037301 0.00785411 0.00530025 0.00367923 0.00255387 0.0025829
internal_count=3121 2797 2635 2495 2390 2060 330 282 1873 309 163 1564 193
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=14
num_cat=0
split_feature=4 15 47 52 13 3 15 12 13 151 12 0 1
split_gain=0.000104162 0.000150558 0.000141914 0.000284022 0.000206799 0.000178206 0.000175011 0.00021263 0.000150933 0.000132852 0.000165857 9.11772e-05 7.0105e-05
threshold=0.24564500000000003 -0.10203999999999998 0.085270000000000026 0.11434500000000002 -0.28558999999999996 -0.074084999999999998 0.084050000000000014 0.084100000000000022 -0.00051499999999999994 -0.00099499999999999979 0.092465000000000006 -0.10324499999999999 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 8 -6 -2 -11 12 -10
right_child=9 2 5 -5 6 -7 -8 -9 11 10 -12 -13 -14
leaf_value=-0.0013219280507792755 -0.00050108016304318658 0.0012414670740921009 0.0018009367936984862 -0.0019089654906826214 0.0015610492017917471 -5.0702823874782405e-05 -0.001373307331293082 -0.0011180013848275992 0.0011892528961873438 0.0015750225584578615 5.5623764020621731e-05 -0.00058674090311932442 -8.0896906410482064e-05
leaf_weight=0.0012488612796903989 0.0013485111427522511 0.0013571587083562884 0.0010599472935846066 0.0011144003031517283 0.001031540033298084 0.0016417274607611878 0.0014031631130211608 0.0015879026981877042 0.0010161952452278911 0.001736769906139495 0.0018266665281458927 0.001628586275297831 0.0011455166894336344
leaf_count=235 98 63 119 324 213 87 854 634 33 251 77 96 37
internal_value=0 -0.000154507 -4.22379e-05 -0.00023085 -2.69151e-05 0.00067575 -0.000247242 -7.34268e-07 0.000367198 0.000440018 0.000796158 4.22885e-05 0.000516186
internal_weight=0 0.014235 0.0129861 0.0102845 0.00917006 0.00270167 0.0078129 0.00640974 0.00482184 0.00491195 0.00356344 0.0037903 0.00216171
internal_count=3121 2695 2460 2254 1930 206 1867 1013 379 426 328 166 70
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=14
num_cat=0
split_feature=52 1 3 12 16 3 13 0 3 16 2 133 43
split_gain=0.00010777 0.000129144 0.00016439 0.000286426 0.000230392 0.000220183 0.000158422 0.000152122 0.000350997 0.000176184 0.000132822 0.000129217 0.000195031
threshold=-0.40306999999999998 0.094385000000000011 0.083060000000000009 0.090995000000000006 -0.091114999999999988 0.16158000000000003 -1.0000000180025095e-35 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 0.11215000000000001 1.0000000180025095e-35 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 10 -5 8 9 -2 -4 12 -9
right_child=1 2 5 6 -6 -7 -8 11 -10 -11 -12 -13 -14
leaf_value=-0.0015430425842709117 -0.00071489463319329759 0.00073097472173334129 0.00030863415324990442 -0.0014295932613520405 0.00381892948762717 0.0018023729904485825 0.00096016064179911499 0.0026563752858416363 0.0011658491708511911 -0.0031728424620068646 -0.0017451449026789042 -0.00085278703508951737 -0.00017583517041054036
leaf_weight=0.001082272041822401 0.0014220299836638353 0.0011721920234531724 0.0013708008441497554 0.0011646603607489148 0.0012751966881500709 0.0010094375608328265 0.0017622475850851416 0.0010661971376251245 0.0012768848566810931 0.0015306506877610579 0.0018983108370989044 0.0014688394137631899 0.0014511035746274112
leaf_count=324 652 148 52 144 163 144 91 30 46 1090 68 76 93
internal_value=0 9.08528e-05 0.000485184 0.00107061 0.00233993 -0.000250171 9.24189e-06 -0.000372458 -0.00103662 -0.00198908 -0.000883956 0.000332266 0.00102374
internal_weight=0 0.0178686 0.00965285 0.0053743 0.00244739 0.00427855 0.00292691 0.00821571 0.00422957 0.00295268 0.00326911 0.00398614 0.0025173
internal_count=3121 2797 810 546 311 264 235 1987 1788 1742 120 199 123
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=14
num_cat=0
split_feature=484 4 151 12 151 160 52 2 48 2 4 0 0
split_gain=9.72955e-05 0.000113759 0.000134716 0.000148857 0.000122942 0.000223228 0.000215539 0.000232329 0.000539418 0.000221562 0.000186918 0.000203069 0.000136915
threshold=-0.0068949999999999992 0.27044500000000005 -0.0096649999999999982 0.09320500000000001 -0.085604999999999987 -0.091944999999999985 0.10744000000000002 0.10097500000000002 0.085700000000000012 0.096015000000000017 0.0061450000000000003 -0.10607499999999999 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 9 -9 10 12 -12 -7
right_child=1 2 3 -5 5 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0011671595287126744 0.0012724537531428014 -0.00052789015396305047 0.0027356537219336346 0.00038621451157966227 -0.0021574378663826036 -0.0020515638413402823 0.0016772349024398096 -0.0030062016823526883 0.00098208677828820565 0.0020797661151165611 0.0017329881683196718 -0.00055340228366254933 -0.00013200622059285358
leaf_weight=0.0013762497514696317 0.0012574121522888069 0.0010047228528220487 0.0010445942470823357 0.0012035404445693842 0.0011246634344754961 0.0013316184251613026 0.0013510887589240914 0.0016946339230805574 0.0012020565045154363 0.0010761902712698723 0.0016512807916662098 0.0015728049529512567 0.0018287238151851728
leaf_count=503 202 79 214 53 331 429 126 254 101 88 53 86 602
internal_value=0 9.07599e-05 0.00085835 0.00147788 -8.64421e-05 -0.00021959 -3.34475e-05 -0.000256602 -0.00135116 0.000168374 -0.000153819 0.000617619 -0.000940817
internal_weight=0 0.0173433 0.00325286 0.00224813 0.0140905 0.0128331 0.0117084 0.0103573 0.00289669 0.00746062 0.00638443 0.00322409 0.00316034
internal_count=3121 2618 346 267 2272 2070 1739 1613 355 1258 1170 139 1031
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=15
num_cat=0
split_feature=50 3 15 15 0 2 16 4 0 2 1 13 12 0
split_gain=8.97566e-05 0.000124168 0.000132938 0.00021702 0.000186425 0.000249099 0.000229644 0.000298839 0.000148328 0.000174379 0.000128302 0.000111715 0.000183774 9.23615e-05
threshold=0.10647500000000001 -0.15447499999999995 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.079055000000000014 -0.094359999999999986 0.0052350000000000009 -0.060129999999999996 0.10327000000000001 0.095285000000000022 -0.061684999999999997 -1.0000000180025095e-35 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 -5 -7 -8 10 11 -6 -10 -13 -1
right_child=-2 2 3 4 8 6 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.0022357589724362257 -0.0012777678554285101 0.0012725579555578231 -0.0020276368260107851 0.0028241385202715181 -0.0026749262742516008 -0.0011491083330216743 -0.00055368332289788737 0.0028032312022975964 0.0017053277004951655 -0.001662058359036303 -0.0003697375461584315 0.0014221974489369077 -0.0013148957687170331 0.00020417071280711912
leaf_weight=0.0010158867987912741 0.001203860333366529 0.0015569452016651322 0.0013897935109376805 0.0010137585858220888 0.001156965586254298 0.0018080573942453881 0.0012450755800514912 0.0012322074774999692 0.0011813911156188794 0.0011660510949800251 0.0010999063004517584 0.0010172805613646307 0.0013113052668187793 0.0010762434245599195
leaf_count=118 333 203 204 30 1408 137 120 33 53 143 145 38 86 70
internal_value=0 8.69749e-05 -6.51493e-05 -0.000218047 -1.2442e-05 0.000669949 0.000160345 0.00111606 -0.000534021 -4.29514e-05 -0.00155147 0.000494933 -0.000119152 0.00119066
internal_weight=0 0.0172709 0.0151787 0.0136218 0.012232 0.0052991 0.00428534 0.00247728 0.0069329 0.00467603 0.00225687 0.00350998 0.00232859 0.00209213
internal_count=3121 2788 2600 2397 2193 320 290 153 1873 320 1553 177 124 188
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=28
num_cat=0
split_feature=1213 1429 1374 151 4 457 11 151 160 43 16 12 14 160 130 15 1 0 150 4 43 16 3 2 0 16 1
split_gain=0.000517301 0.000517802 0.000506028 0.000525734 0.000557514 0.000474412 0.000616399 0.000603836 0.000658726 0.000517587 0.000454894 0.00045133 0.00079229 0.000510795 0.00069965 0.000540605 0.000578424 0.000544002 0.000514535 0.000371469 0.000445567 0.000617373 0.000397078 0.000406291 0.000224215 0.000220794 6.87129e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.24462999999999999 0.50822500000000004 0.091015000000000013 0.088215000000000002 -0.093064999999999981 -0.091944999999999985 0.24789500000000006 -0.024819999999999998 0.12757000000000002 0.076975000000000002 -0.073679999999999982 -0.0015749999999999998 -0.040804999999999994 0.094385000000000011 -0.18901999999999997 0.085210000000000022 0.10924000000000002 -0.20207499999999998 0.22339500000000004 -0.13927999999999999 0.098035000000000011 -0.083914999999999976 -0.056919999999999991 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
left_child=-1 -2 -3 -4 5 6 7 -5 10 11 -9 12 13 -10 -15 16 18 -18 -16 20 -17 22 -22 24 -24 26 -19
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 15 19 17 25 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=-0.00082275296050445868 -0.00092299125582192567 -0.00069202068877632103 -0.0008932950995597489 0.0011481054027506186 0.0011157799001833043 0.00077852181229263063 -0.00092920029579033063 -0.0013664246142502819 0.00087753939115215601 -0.00082624905116266117 -6.2042291737467083e-05 0.00093949329223435023 -0.001008490293976135 -0.00096550470914793683 -0.00083623897041208131 0.00072440959435921546 -0.00018473243755510779 0.00096550976334379413 0.00056116062105667007 -0.00061228209167640813 -0.00054923677350107226 -0.00089013216503617903 0.00045287323498901139 0.00095283293173631205 -0.00047489041673633311 0.00044649541100285061 0.0013984264268259233
leaf_weight=0.001448232984692265 0.0010796507176757944 0.0016576276473507781 0.0010085793278120639 0.0010288525351791469 0.0010941854079293814 0.0018815468482706868 0.0012012801796981156 0.0010226990988091988 0.0018715809113700735 0.0010790507358616743 0.0010757156569645146 0.001389868085238887 0.0011616666290130686 0.0011148970857875187 0.0010653892668943529 0.0017157252170445477 0.0010482884531199943 0.0016572079214869362 0.0010032257372124542 0.0017961126492629384 0.0011580968957787142 0.0014254970977898296 0.0010249716907790741 0.001486066766018368 0.0010182139008605836 0.00123111188327929 0.0012697730870483426
leaf_count=491 154 55 65 57 154 95 68 214 136 131 111 46 49 156 260 25 26 47 26 41 20 62 128 50 292 84 78
internal_value=0 3.15101e-05 6.22838e-05 0.000101567 0.000134122 9.79894e-05 5.20048e-05 9.62437e-05 5.39949e-05 0.000121074 -0.000697756 0.000166632 0.000115597 0.000181261 0.000108923 0.000179805 0.000467879 0.000716768 -0.000158536 -3.79414e-05 9.38298e-05 -8.31584e-05 0.000162255 0.000395726 -9.47431e-06 0.000944043 0.00115332
internal_weight=0 0.0345669 0.0334872 0.0318296 0.030821 0.0297268 0.0278453 0.026644 0.0256152 0.0235167 0.00209841 0.0224377 0.0210478 0.0198862 0.0180146 0.0168997 0.007275 0.00520638 0.00206862 0.00962468 0.00782857 0.00611285 0.00468735 0.00352925 0.00204319 0.00415809 0.00292698
internal_count=3121 2630 2476 2421 2356 2202 2107 2039 1982 1657 325 1526 1480 1431 1295 1139 521 235 286 618 577 552 490 470 420 209 125
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=13
num_cat=0
split_feature=52 52 2 52 1 4 52 160 43 42 16 150
split_gain=9.79856e-05 0.000159067 0.000216105 0.000151101 0.000107058 0.000236969 0.000202974 0.000156842 0.000144091 0.00013056 0.000122843 0.000175018
threshold=-0.24164999999999998 -0.081429999999999989 0.092120000000000021 -0.07167999999999998 0.089770000000000016 -0.083854999999999985 -0.013374999999999998 -1.0000000180025095e-35 0.070450000000000013 0.086665000000000006 -0.27167499999999994 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 8 -6 -8 -5 10 11 -9
right_child=1 3 -4 4 6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.001041855223319006 -2.2557554339666453e-05 -0.0017507448406665319 0.0024721910509442899 -0.00047093341570000712 0.0020939675151639362 -0.0017151121859744199 -0.0013136602445750058 -0.0019130980939274056 0.0015508910833495868 0.0015873346311639741 0.00082783428135241039 0.00054204322836517169
leaf_weight=0.0016436598028295992 0.0015813661700078115 0.001017799329975754 0.0012306859765031097 0.0018418024140432476 0.0011425919807029894 0.0019077914109054172 0.0013324671848284342 0.0011632499072792568 0.001135871811112299 0.0013722320862277759 0.0019570374196620222 0.0011517314773268339
leaf_count=374 254 71 143 345 118 1129 190 87 35 192 125 58
internal_value=0 0.000100174 0.00106926 -9.41641e-05 3.54857e-05 -0.000486715 0.000349699 6.40361e-05 0.000300317 0.000389276 4.4428e-06 -0.000691635
internal_weight=0 0.0168346 0.00281205 0.0140226 0.0130048 0.00488547 0.00811931 0.00697672 0.00297767 0.00564425 0.00427202 0.00231498
internal_count=3121 2747 397 2350 2279 1509 770 652 380 462 270 145
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=28
num_cat=0
split_feature=1213 133 151 1429 4 151 158 159 160 156 1374 457 42 4 10 15 457 16 16 16 52 376 3 15 0 16 0
split_gain=0.000615613 0.000512119 0.000524389 0.000461367 0.000624442 0.000447591 0.000596255 0.000608267 0.000487786 0.000443691 0.000489062 0.000689278 0.000434917 0.000743323 0.000486716 0.000395534 0.000442364 0.000395663 0.000477419 0.00055717 0.000411527 0.00080348 0.000487059 0.000439427 0.000323927 0.000294707 6.6781e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.24462999999999999 -1.0000000180025095e-35 0.50822500000000004 -0.10959499999999998 0.087355000000000016 0.088450000000000015 -0.22361499999999998 0.088610000000000008 -0.094929999999999987 0.092360000000000012 0.088380000000000014 -0.012889999999999999 0.0036750000000000007 0.097485000000000016 -0.0029299999999999994 -0.50992999999999988 -0.27167499999999994 -0.083539999999999989 0.10347000000000002 0.084620000000000015 -0.023499999999999997 -0.016799999999999995 0.13134000000000004 -0.25582999999999995 -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
left_child=-1 -2 -3 -4 5 -5 7 8 -7 10 -10 12 14 -14 15 16 -12 -18 -19 26 21 22 -21 -24 -22 -15 -20
right_child=1 2 3 4 -6 6 -8 -9 9 -11 11 -13 13 25 -16 -17 17 18 19 20 24 -23 23 -25 -26 -27 -28
leaf_value=-0.0008298887929917121 -0.00084454294034641867 -0.00086012476710455596 -0.00070676303574907277 0.0008258728866944677 0.0010411392021906535 -0.00072823919288099068 -0.00089307477024656119 0.00089048042013735169 -0.00060537955282123916 -0.00076054760245963186 -0.00057452400720591726 0.0010083113011592093 -0.00028502296535841469 0.00041867180341817369 -0.00071704789897164632 -0.00060323009832081585 0.0009262007559380865 -0.00064515144559069331 0.00096575272827022901 -0.00045314147038634961 4.7033370891544658e-05 -0.0011702219120435292 -9.9638535339968993e-05 0.00085877745595294057 0.0010307066876789751 0.0012260364134078832 0.00053398634517402182
leaf_weight=0.0014507279862816516 0.0010860087565763834 0.001010613768417378 0.001185031086497367 0.0012898018353886256 0.0011743195027774647 0.0013192891977804591 0.0010868635343803659 0.0014809057140114925 0.0014897444175119281 0.0010131843461024239 0.0013344489684773983 0.0014969124793111624 0.001509633592262305 0.0014986728751954503 0.0014284478148169901 0.0013287887286170816 0.0011672577367072183 0.0011768860538534558 0.0013161758262043577 0.0017368682279851255 0.0011301387430648901 0.0010050456590420254 0.0015436775967332395 0.0016632982500884132 0.0011111020985481446 0.0015282762961515975 0.0011010688152925845
leaf_count=491 170 74 153 74 149 194 180 139 23 115 120 40 271 65 25 43 42 40 25 288 35 20 53 43 7 67 175
internal_value=0 3.0023e-05 5.78544e-05 8.58689e-05 0.000115285 7.99352e-05 4.72844e-05 8.32973e-05 3.88583e-05 7.84219e-05 0.000113023 0.000159401 0.000100515 0.000456488 5.76135e-06 7.18844e-05 0.000134679 0.000207751 0.000136587 0.000223321 6.2245e-05 -0.000115749 9.86168e-05 0.000397444 0.000534692 0.000826302 0.000769081
internal_weight=0 0.0352125 0.0341265 0.0331158 0.0319308 0.0307565 0.0294667 0.0283798 0.0268989 0.0255796 0.0245664 0.0230767 0.0215798 0.00453658 0.0170432 0.0156148 0.014286 0.0129515 0.0117843 0.0106074 0.00819013 0.00594889 0.00494384 0.00320698 0.00224124 0.00302695 0.00241724
internal_count=3121 2630 2460 2386 2233 2084 2010 1830 1691 1497 1382 1359 1319 403 916 891 848 728 686 646 446 404 384 96 42 132 200
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=26
num_cat=0
split_feature=1456 13 13 160 1 4 1374 47 4 1 43 457 130 16 2 133 3 148 43 15 13 52 16 1 4
split_gain=0.000495656 0.000462541 0.000508777 0.000452908 0.000478304 0.00101602 0.000574324 0.000629152 0.000866317 0.000475696 0.000596686 0.000449579 0.000470068 0.00043312 0.000430081 0.000394419 0.000463642 0.00036007 0.000336558 0.00037993 0.000432337 0.000209487 0.000196286 0.000178661 1.24496e-05
threshold=1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.40698999999999991 1.0000000180025095e-35 -0.070499999999999993 -0.094929999999999987 0.092530000000000015 -0.17966999999999997 0.12337000000000002 -0.04890499999999999 0.091015000000000013 -1.0000000180025095e-35 0.0057500000000000008 0.13247500000000004 1.0000000180025095e-35 -0.116045 -1.0000000180025095e-35 -0.14169499999999999 -0.095244999999999982 -0.086354999999999987 -1.0000000180025095e-35 0.51524500000000006 0.11181500000000001 -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
left_child=1 -1 -3 -4 5 15 -6 8 -8 10 -9 12 -10 -7 17 16 -5 -14 -19 23 -21 -22 -11 24 -20
right_child=-2 2 3 4 6 13 7 9 11 22 -12 -13 14 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26
leaf_value=-0.00087444705287987538 -0.00096638644412210147 0.00092639090681518905 -0.00094909608266337253 0.00086383104409059653 -0.00072210943549198413 -0.0013940393774347266 -0.0008964413702869272 0.00011888985283466158 0.0012868897329747682 0.00068411466246400237 -0.0011288725470941967 0.0012679460846396176 -0.00050440197691725209 -0.00023152249760621953 0.0011936386863803058 -0.0004417998225786618 -0.00026992557183015892 -0.00047951042147232345 0.0011571206681557406 0.00078022942425934869 -0.00063244381579398738 0.00022019720768394463 -0.00011505136479150915 0.0004048657639820757 0.00092842046179938032
leaf_weight=0.0011930114348359657 0.0011266723754206889 0.001345223087637403 0.0010086372102593435 0.0020121153212357967 0.0014790675143103718 0.001788804489704642 0.0010438853740968252 0.0015100690388525351 0.0011262687357098686 0.0012919995169835552 0.001763372196500689 0.0013835379782687349 0.0013174755482623377 0.0010976578329311426 0.0010305821340015351 0.0016526802204195334 0.0012358049081708233 0.001001521836318635 0.0010008387765658711 0.0012810403712144617 0.0014056692455266546 0.0010827078082877861 0.0013175919748391607 0.0017403604300555431 0.00102020830235716
leaf_count=35 276 47 211 24 29 476 133 84 102 33 82 47 43 218 86 195 357 63 28 107 133 182 14 84 32
internal_value=0 1.62222e-05 4.94932e-05 1.09332e-05 4.36652e-05 -0.000266262 0.000154392 0.0002182 0.000381874 -0.000183376 -0.000553268 0.00048153 0.000390911 -0.00095196 0.000298165 0.000137615 0.000432447 0.000204472 0.000313929 0.000419449 9.25628e-05 -0.000261455 0.000280613 0.00074703 0.00104167
internal_weight=0 0.0331301 0.0319371 0.0305919 0.0295833 0.00778706 0.0217962 0.0203171 0.0144341 0.00588303 0.00327344 0.0133902 0.0120067 0.00288646 0.0108804 0.0049006 0.00324792 0.00984982 0.00853235 0.00753082 0.00376942 0.00248838 0.00260959 0.00376141 0.00202105
internal_count=3121 2845 2810 2763 2552 1270 1282 1253 1040 213 166 907 860 694 758 576 381 672 629 566 422 315 47 144 60
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=15
num_cat=0
split_feature=484 2 3 42 47 42 52 4 15 2 12 4 1 48
split_gain=9.51555e-05 9.25812e-05 0.000207567 0.000104874 0.000162262 0.000182616 0.000141908 0.000143124 0.000351056 0.000274758 0.000176872 0.000135152 0.000134565 0.000126549
threshold=-0.0068949999999999992 0.12358500000000001 0.12178000000000001 0.10256000000000001 0.11312500000000002 -0.088934999999999986 -0.088204999999999992 -0.00059999999999999995 -0.03241999999999999 0.10097500000000002 0.084100000000000022 0.181285 0.10797500000000002 0.08975000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 -8 10 -10 13 -13 -9
right_child=1 2 -4 -5 -6 6 7 11 9 -11 -12 12 -14 -15
leaf_value=-0.0010013894162680416 -0.0016374087879096593 0.0020526732304523274 -0.00028197382334762893 -0.0012557605220270881 0.0013023723838838839 -0.0010144670219899676 0.0027737599932650342 -0.0018575375606029014 0.0018103527643287605 -0.0014637612408127461 -0.00033131214273129662 0.001394295368504444 -0.00036129004107196316 5.2095122541586289e-05
leaf_weight=0.0013857468172934545 0.001098744781604267 0.0011151627653218912 0.001291775917644733 0.0010346303323640069 0.0014609439905510788 0.0016635238940686534 0.0010370954721496978 0.0011656731284329074 0.0014187905807074852 0.001129566617687372 0.0010579390959650908 0.0011481798065267057 0.0017052616686522859 0.001024907807847919
leaf_count=503 316 176 99 229 72 369 142 167 119 69 590 99 104 67
internal_value=0 7.81307e-05 0.000799695 -3.80776e-05 5.249e-05 -9.41811e-05 5.51999e-05 0.000238883 0.000741105 0.000156556 0.000895537 -0.000223449 0.00034513 -0.000964077
internal_weight=0 0.0173522 0.00240694 0.0149453 0.0139106 0.0124497 0.0113509 0.00968741 0.00464339 0.0036063 0.00247673 0.00504402 0.00285344 0.00219058
internal_count=3121 2618 275 2343 2114 2042 1726 1357 920 778 709 437 203 234
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=30
num_cat=0
split_feature=31 1429 133 124 123 13 42 151 480 1 49 1374 457 448 52 13 49 16 16 42 47 43 3 2 16 3 16 16 48
split_gain=0.00106669 0.000501728 0.000517541 0.00048156 0.000561223 0.000750799 0.000633356 0.000543004 0.000521103 0.000517858 0.000517802 0.000353015 0.000520301 0.000424149 0.000495822 0.000469308 0.00049527 0.000557352 0.000448851 0.000496707 0.000360672 0.000351132 0.000293774 0.000503656 0.000429656 0.00029097 0.000149593 0.000132982 8.33803e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 0.11040000000000001 0.091310000000000016 -0.53104499999999988 -0.0060199999999999993 -0.27559499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.092185000000000017 -0.094929999999999987 0.091015000000000013 -0.070064999999999975 0.11434500000000002 -0.17933499999999997 -0.080859999999999987 -0.094359999999999986 0.41553500000000004 0.091625000000000012 1.0000000180025095e-35 -0.078844999999999985 -0.13309499999999996 0.084245000000000014 -0.074319999999999983 -0.087784999999999988 -0.013324999999999998 -0.088909999999999989 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
left_child=-1 -2 -3 4 5 -4 9 -8 10 -7 11 -9 13 -13 15 27 17 -17 19 20 22 -16 24 26 -18 -11 -24 -15 -12
right_child=1 2 3 -5 -6 6 7 8 -10 25 28 12 -14 14 21 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0014573592827538744 -0.0010588044722290109 -0.0010337732645016005 -0.0012322513079738157 0.00081716476327433544 0.00099193221997978531 -0.0014569904952274036 -0.00094292249954431575 -0.00061593269640139035 -0.00092352107317285152 0.00030963425435193799 0.001054268361951545 -0.00079870209828338825 0.00086266401777258187 0.00046635146268045888 6.2087882061392761e-05 0.0012129353089788135 -0.00099239070542612778 -2.7104101817570708e-05 0.00082230701159199406 -0.00097800141309292883 -0.00076590821496927788 -0.0011187419909587804 0.0011473970169423682 -0.00021624325020333653 0.00033609836801021665 -0.00068995674469412411 0.00039261879069410846 0.0012041395202578567 0.00049359842913166677
leaf_weight=0.0010274472042874896 0.0010134644610005896 0.0010338564471867864 0.0011215086281595168 0.0015085403442522951 0.0011107789150592842 0.0010448508465078213 0.0010949444797549992 0.001448263376765623 0.0010025430461075837 0.0011341732230971679 0.0012818709801105657 0.0011596057313063559 0.0018608055134201598 0.001001366118822844 0.0010411850480624985 0.0015861554738592076 0.0010319730237711155 0.001493930774334685 0.0010911592673110695 0.0013590150250550881 0.0011559889183846428 0.0010983520426173779 0.001243008333224882 0.0018538709857403024 0.0010349288788802273 0.0013583887660575389 0.0010104016694381266 0.0010754407000383949 0.0010039062057245474
leaf_count=86 152 186 20 25 81 490 67 40 207 101 124 40 71 39 94 23 29 95 65 256 71 154 83 289 20 90 57 38 28
internal_value=0 -4.85671e-05 -1.86659e-05 1.29381e-05 -2.53353e-05 -6.2277e-05 -1.77467e-05 6.11469e-05 0.000105417 -0.000596026 0.000148703 7.87552e-05 0.000128817 5.39361e-05 0.000111835 0.000205788 0.000102013 0.00061148 -5.8431e-05 -0.000169031 -1.90479e-05 -0.000544103 0.000120786 0.000346224 -0.000327196 -0.00023512 0.000808964 0.000848403 0.000808024
internal_weight=0 0.0352543 0.0342408 0.033207 0.0316984 0.0305876 0.0294661 0.0259287 0.0248338 0.00353741 0.0238312 0.0215455 0.0200972 0.0182364 0.0170768 0.0149372 0.0128604 0.00308009 0.00978035 0.00868919 0.00733017 0.00213954 0.00617418 0.00410728 0.0020669 0.00249256 0.00225341 0.00207681 0.00228578
internal_count=3121 3035 2883 2697 2672 2591 2571 1890 1823 681 1616 1464 1424 1353 1313 1065 988 118 870 805 549 248 478 429 49 191 140 77 152
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=14
num_cat=0
split_feature=52 1 376 12 147 52 41 43 1 12 457 15 0
split_gain=9.29879e-05 0.000129223 0.000124553 0.000216188 0.000134593 0.000138462 0.000110245 0.000200854 0.000154074 0.000138446 0.000141988 7.04483e-05 0.000197385
threshold=-0.40306999999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 0.089025000000000007 0.17829500000000004 0.075585000000000013 -0.06984499999999999 1.0000000180025095e-35 0.095110000000000014 0.045365000000000009 -0.10203999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 11 -9 -13
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14
leaf_value=-0.0013778506086199371 0.00027900791905804148 0.0013677312260207376 0.0014311364549823588 -0.0022025201953876513 0.0016778512918608195 -0.0017993201040790716 -0.0014570019433739964 -0.0018399231865526343 0.0025198910913396275 0.0012940763787564788 0.00065488208366257814 0.00048094782072680137 -0.0019454745675954496
leaf_weight=0.0010805873440132832 0.001672153338534434 0.001655637940665782 0.0012237903704659927 0.0011319765443634508 0.0010266388104600574 0.0010764175179842636 0.0010802134602894151 0.0014770452649689189 0.0012538032615421191 0.0011464450492810196 0.0017258588481831039 0.0018187376644340789 0.001374756333990191
leaf_count=324 466 162 140 105 95 326 122 131 216 209 66 89 670
internal_value=0 8.24787e-05 -5.04508e-05 -0.000173093 -4.82108e-06 -0.000141648 1.28543e-05 0.00016452 0.00123925 -0.00025238 -0.000529556 -0.00096723 -0.000563594
internal_weight=0 0.0176635 0.0160078 0.014784 0.0136521 0.0126254 0.011549 0.0104688 0.00292596 0.00754284 0.0063964 0.00467054 0.00319349
internal_count=3121 2797 2635 2495 2390 2295 1969 1847 682 1165 956 890 759
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=15
num_cat=0
split_feature=50 47 42 3 131 15 39 3 2 1 16 15 4 16
split_gain=9.17063e-05 0.000165581 0.000158492 0.000150129 0.000179315 0.000101146 0.000121941 0.000191128 0.000176186 0.000220447 0.000345132 0.000166346 0.00025588 0.000165196
threshold=0.10647500000000001 0.13148500000000005 0.09832500000000001 -0.15447499999999995 0.084390000000000007 0.095175000000000023 0.088025000000000006 0.13524500000000003 0.11215000000000001 0.094385000000000011 -0.27167499999999994 -0.0058549999999999991 -0.10429499999999998 -0.092124999999999985
decision_type=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 11 -11 13 -13 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.0012158631420017669 -0.0011416015461852679 -0.0016046893986410766 0.0015260247134160209 5.3818738534133072e-05 -0.0017641632323130007 -0.0012617418284623034 -0.0012509240864277689 0.0016646705327779576 -0.0014033370393992824 -0.00045463814326382934 0.0026611567538836148 -0.00094165615908334028 0.001880670121339344 -0.0023973142120158972
leaf_weight=0.0017884255261277878 0.0012141067705611621 0.0010135667697470643 0.0014716419326848132 0.0010070041804420976 0.0011044164877585536 0.0010026579319186444 0.0010200732815269795 0.0016018181386693317 0.0013026945111336563 0.001169012371050826 0.0014877222638889354 0.0011606647035806734 0.0012062783008296232 0.0010182776560447322
leaf_count=168 333 37 325 139 406 191 117 110 134 39 118 71 538 395
internal_value=0 7.83079e-05 0.000182699 4.97458e-05 -0.00010969 4.2882e-05 0.000162086 0.000306897 4.64811e-05 0.000314417 0.00129015 -0.000275776 0.000496702 -0.00117857
internal_weight=0 0.0173543 0.0163407 0.014869 0.0130806 0.0119762 0.0109735 0.00995347 0.00835165 0.00704896 0.00265673 0.00439222 0.00236694 0.00202528
internal_count=3121 2788 2751 2426 2258 1852 1661 1544 1434 1300 157 1143 609 534
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=14
num_cat=0
split_feature=2 49 49 51 12 52 52 13 0 52 47 12 15
split_gain=8.96066e-05 0.000286286 0.000168543 0.000205162 0.000172785 0.000171316 0.00024356 0.000151797 0.000112864 0.00014744 0.000189081 0.000214194 6.72326e-05
threshold=0.11510000000000002 0.005085000000000001 0.0043850000000000009 0.08955500000000001 0.10345000000000001 -0.11592499999999999 -0.075329999999999994 0.096675000000000011 0.15398500000000004 -0.0064899999999999992 0.092710000000000015 0.078300000000000008 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 -1 -7 -6 9 -8 11 -11 -2
right_child=1 -3 -4 -5 7 6 8 -9 -10 10 -12 -13 -14
leaf_value=-0.0022453630079710338 0.0028556812077050048 -0.00086844488988812067 0.0014246797054329977 -0.0020519776162729172 0.002389259313447795 0.0014337773054115923 -0.0020713487542699987 -0.00022121463338643855 -0.002114958709368525 0.0022609797873704993 -0.0016514369185754675 -0.00042527055290101382 0.0010351959277853074
leaf_weight=0.001150190952795207 0.0010313963339188548 0.001637755620733039 0.001490410593909656 0.0015910773381102037 0.001160420470061819 0.0018458282420189013 0.001000058278607943 0.0010938713004197131 0.0010888910289490461 0.0013175123184580254 0.0011615622097889966 0.0017430420010151326 0.0010198955848448312
leaf_count=252 197 159 512 232 81 174 193 52 27 136 73 930 103
internal_value=0 0.00069905 -0.000177704 -0.000359283 -0.000126334 -0.00042883 -0.000172684 0.00112255 -0.000642534 -0.000335514 7.56392e-05 0.000731111 0.00195054
internal_weight=0 0.00368905 0.0146429 0.0131525 0.0115614 0.00930709 0.00815689 0.00225429 0.00631107 0.00522217 0.00422212 0.00306055 0.00205129
internal_count=3121 459 2662 2150 1918 1785 1533 133 1359 1332 1139 1066 300
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=27
num_cat=0
split_feature=39 47 3 48 4 4 12 160 42 4 52 43 52 52 2 16 48 150 2 16 2 52 0 47 151 16
split_gain=0.000518363 0.000747529 0.000551429 0.000530323 0.000551465 0.000942522 0.000507065 0.000489407 0.000611834 0.000499081 0.000435264 0.000625813 0.000620601 0.000376822 0.000399898 0.000350879 0.00031611 0.000728006 0.000307076 0.000505604 0.000264861 0.000432457 0.000260942 0.000212036 7.65989e-05 3.89198e-05
threshold=0.15619500000000003 0.13148500000000005 0.30112000000000005 0.12879500000000002 0.0061450000000000003 -0.0016099999999999997 0.098810000000000023 0.088755000000000014 0.09832500000000001 0.50996500000000011 -0.088204999999999992 -0.083684999999999996 -0.061194999999999992 -0.0064899999999999992 0.10097500000000002 -0.069144999999999984 -0.032929999999999994 0.116995 0.099515000000000006 -0.50992999999999988 0.096540000000000015 0.084960000000000022 -0.10151999999999999 0.092165000000000011 -0.059889999999999992 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
left_child=1 2 3 4 5 6 10 8 9 16 11 -1 24 -14 20 -3 -6 18 22 -20 21 -15 23 -18 -12 -16
right_child=-2 15 -4 -5 7 -7 -8 -9 -10 -11 12 -13 13 14 25 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00030023567448353233 0.0010285184335978275 -0.00026978738635623738 0.00097009435445627337 -0.001007251672859349 0.00042899847171681257 -0.0014450616153780483 -0.00080332058174649088 0.00094111378328229529 0.00091653530552384072 0.00087718078642241739 0.0011781094086601935 -0.0011377624750484861 -0.00083595955013744227 0.00072590679276738007 -0.00060752333563022652 -0.0014570495961726464 -0.00053880522966257135 -0.0013414980273365664 0.00099568831213918147 -0.00024887019295307669 0.0010156728785581711 -0.00034015346947127695 -0.00090528409467845292 0.00027962160870994413 0.00061120577617597015 -0.00020666891652214441
leaf_weight=0.0011664135927875741 0.0010016837662867309 0.0010386867130769417 0.001248385390657524 0.0011079879775328641 0.0018188012225550691 0.0011482396913051795 0.0017505942533625482 0.0017673511052809241 0.0017700603219182884 0.0012033973336151868 0.001019518945257758 0.0014297649813602717 0.0010203067431335837 0.0015424575563734912 0.0010410651924850356 0.0010753343915923521 0.0012051716707293129 0.0011042588520062679 0.0012437799595090837 0.0015641408711254412 0.0010306623103367718 0.0016954495252422541 0.0011694959886988602 0.001518463276831028 0.0010041691507980425 0.0010156682642445958
leaf_count=152 26 33 126 35 56 166 250 111 115 67 69 245 192 390 40 29 62 21 25 133 32 529 116 32 57 12
internal_value=0 -3.49861e-05 2.11496e-05 -1.78997e-05 1.96035e-05 -0.00017712 -7.09747e-05 0.000223166 0.000122443 -7.37342e-06 3.61703e-05 -0.000491697 0.000182439 -1.43665e-05 0.000118161 -0.000873709 -0.000117978 -0.000245435 -6.48159e-05 0.000302412 0.000372439 0.000167691 -0.000329679 -8.25212e-05 0.000896808 -0.000409571
internal_weight=0 0.0336996 0.0315856 0.0303372 0.0292292 0.0148643 0.0137161 0.0143649 0.0125976 0.0108275 0.0119655 0.00259618 0.0093693 0.00734561 0.0063253 0.00211402 0.00962411 0.00780531 0.00670105 0.00280792 0.00426857 0.00323791 0.00389313 0.00272363 0.00202369 0.00205673
internal_count=3121 3095 3033 2907 2872 2134 1968 738 627 512 1718 397 1321 1195 1003 62 445 389 368 158 951 919 210 94 126 52
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=25
num_cat=0
split_feature=1213 160 1374 13 13 1 4 4 16 457 484 132 447 2 40 42 4 49 52 43 0 16 13 1
split_gain=0.000419759 0.00041072 0.000341093 0.000326 0.00045957 0.000379827 0.000728638 0.000744086 0.000463369 0.000406023 0.000561145 0.000518146 0.000607853 0.000385671 0.000330898 0.000612235 0.00031706 0.000380644 0.000336676 0.000368347 0.000346343 0.000205607 0.000167893 0.000124395
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.08592000000000001 -0.070499999999999993 -0.49013999999999996 -0.014034999999999997 0.091015000000000013 -0.0068949999999999992 0.079970000000000013 0.085730000000000015 0.092120000000000021 0.051255000000000002 -0.035074999999999988 -0.17966999999999997 -0.080089999999999981 0.0046550000000000003 -0.076124999999999984 -0.076234999999999983 -0.056919999999999991 0.0027400000000000007 0.10723500000000001
decision_type=2 2 2 2 2 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 7 -6 -8 10 -7 12 14 -9 15 -12 -17 -18 19 -19 21 23 -22 -21
right_child=1 2 3 4 5 9 8 13 -10 -11 11 -13 -14 -15 -16 16 17 18 -20 20 22 -23 -24 -25
leaf_value=-0.00072481839192016962 -0.00077192100115720688 -0.00058017944421544644 -0.00058045986186739502 0.00083698655328877315 -0.00062560246703581145 -0.0006388611532998599 -0.0011884050097244895 3.0376343077183858e-05 -0.00017981053560213047 0.00086931006158919965 -0.0007290472024456358 0.0010571413137382905 -0.0008625198024080254 0.00091462346956626883 0.00092165587371912153 -0.00039436864991245445 0.00085548916003232384 -0.00062710129260656812 0.00081174039646849934 -0.00012278338816760077 0.00097549744484547358 -0.0004586888780269019 0.00024143441382009969 0.00047886689876191455
leaf_weight=0.0013691864078037566 0.0010976674276126355 0.0014288082857341058 0.0012462812571829565 0.0014338520877315011 0.0015027158542473273 0.0015474800510384404 0.0015161515255875902 0.0016615416038930032 0.0016631875463177879 0.0013555661128616938 0.0012642591595097849 0.0011241971678452858 0.0010055939195439132 0.0017778334098697002 0.0010247815239248234 0.0012271187724124397 0.0018581414296283691 0.0010846101728079231 0.0012968153453958298 0.0011398680164997916 0.0011446673696130462 0.0012992110504641552 0.0010313353712518847 0.0012595612764041419
leaf_count=491 215 55 35 49 51 138 355 305 408 59 74 80 32 81 34 111 92 124 75 50 85 48 22 52
internal_value=0 2.12787e-05 4.94616e-05 7.99942e-05 0.000109163 7.02011e-05 -0.000168005 0.000149009 -0.000660785 0.000173858 0.000119389 0.000193842 0.000127531 0.000487449 0.000200573 0.000141952 0.000239045 0.000315895 0.000194452 7.94239e-05 0.000209867 -3.58857e-05 0.000627582 0.000193048
internal_weight=0 0.0319912 0.0308936 0.0294648 0.0282185 0.0267846 0.00812143 0.00494209 0.00317934 0.0186632 0.0173076 0.0157602 0.014636 0.00343938 0.0136304 0.0126056 0.0113413 0.0101142 0.00825607 0.00695925 0.00587464 0.00369864 0.002176 0.00239943
internal_count=3121 2630 2415 2360 2325 2276 1200 437 763 1076 1017 879 799 386 767 733 659 548 456 381 257 150 107 102
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=14
num_cat=0
split_feature=1 12 159 42 43 42 4 3 457 15 16 0 49
split_gain=9.14961e-05 0.000147633 0.000154736 0.000150764 0.000221523 0.00022533 0.000303282 0.000201461 0.00022675 0.000140133 0.000159282 0.000235586 0.000130762
threshold=0.11230000000000001 0.098810000000000023 0.091005000000000016 -1.0000000180025095e-35 -0.15323999999999996 0.085505000000000012 -0.083854999999999985 0.090900000000000009 0.082380000000000009 -0.016799999999999995 -0.061854999999999993 -0.10836499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 12 -9 10 11 -2 -8
right_child=9 -3 -4 4 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0014638107072219128 -0.00074573420544287101 -0.0017173502355474475 -0.0018134727432991575 0.0024919084193623861 0.0022219903834514365 -0.0015627474820404089 -0.0022962308086776702 -0.00059994591357809279 0.0025006018867782041 0.0017867307502489025 -0.00096919161318016571 0.0022455061479957307 -7.5841153528749549e-05
leaf_weight=0.001217053512116568 0.0011325973963336455 0.0013933960805501142 0.0010529802427627294 0.0010006998755152105 0.0017130868466503912 0.0015672472392627285 0.0011437541691245723 0.0011302252915239563 0.0010745056070220471 0.0014724336186446854 0.0019458384948046747 0.0013451892303786572 0.0013510619801305745
leaf_count=573 106 369 201 51 155 810 159 54 44 71 150 158 220
internal_value=0 -0.000233556 -4.97872e-05 0.000132326 0.000348636 7.98631e-05 0.000481317 -0.000153196 0.000911148 0.00049541 6.55851e-05 0.000878209 -0.00109378
internal_weight=0 0.012644 0.0112506 0.0101976 0.00898058 0.00797988 0.00641263 0.00469955 0.00220473 0.00589606 0.00442363 0.00247779 0.00249482
internal_count=3121 2636 2267 2066 1493 1442 632 477 98 485 414 264 379
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=27
num_cat=0
split_feature=160 133 128 1 51 133 3 159 3 51 15 12 2 3 3 16 0 2 48 3 12 48 47 4 4 2
split_gain=0.000518743 0.000434164 0.000405468 0.000416803 0.000577082 0.000480963 0.000445846 0.000525507 0.000547986 0.000606717 0.000467657 0.000452142 0.000441203 0.000402378 0.000610552 0.000391661 0.000532861 0.000552751 0.000371931 0.00045651 0.000296341 0.000260578 0.000254614 0.000246876 0.000129425 3.87015e-05
threshold=-0.40698999999999991 -0.25159999999999993 0.085185000000000025 0.094385000000000011 0.08955500000000001 0.10622000000000002 0.10732000000000001 0.091005000000000016 -0.12018999999999998 0.045645000000000005 -0.008624999999999999 0.084100000000000022 0.14445500000000003 0.083060000000000009 -0.077774999999999983 0.042200000000000008 -0.14794999999999997 0.11263500000000001 -0.032929999999999994 -0.13927999999999999 0.092655000000000015 0.084855000000000014 0.093140000000000014 -0.15289999999999995 0.10637500000000001 0.11982500000000001
decision_type=2 2 2 2 2 2 2 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 7 8 23 10 21 -12 13 14 18 16 17 -15 -5 -20 22 -10 -16 -3 -17 -19
right_child=1 2 -4 12 -6 -7 -8 -9 9 -11 11 -13 -14 15 20 24 -18 25 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00087102388809515911 -0.00084199143866694537 0.00084201496641827492 -0.00069812651279698953 0.00074225188601883684 -0.0010771838916439453 -0.00091720113990897663 0.00072110225950275711 -0.00099381495105460636 -0.0013195888018937088 0.00065039812172219878 0.00039306926492497818 -0.00066079173006838193 0.0010068412756228434 0.00045687485858852207 0.0013458132605752191 -0.00090644669625760592 0.0010077005836327134 -0.00080189928784637566 0.0002442238651449771 -0.00078552174710802645 0.00014976550608791753 -0.00036081444268476194 0.00050136203319469817 3.7954626517936363e-05 -0.00022602325900613064 -0.00041311574363527421
leaf_weight=0.0013044161869329432 0.0010878706779150473 0.0020000995940918642 0.0013387146768893956 0.0010803649450963348 0.00106019729200968 0.0010500861993461017 0.0017704443087041008 0.001019142499743165 0.0011732972809394013 0.0014408161476491266 0.0019625296512346662 0.0013456655815456964 0.0013501234735917569 0.0018293221603187249 0.0017524247356794937 0.0010938832247866515 0.0010945238162678441 0.0010024501797545327 0.0019590612603757052 0.0014834397004443983 0.0010797098158938923 0.0010562560721224523 0.0011659923727052046 0.0011968492430565201 0.001098804870650838 0.0010058454877253098
leaf_count=240 175 31 160 20 143 296 17 146 325 40 74 449 115 43 187 48 71 18 126 78 69 137 29 50 11 23
internal_value=0 2.85858e-05 5.69328e-05 8.84504e-05 -8.10506e-05 -5.69675e-06 6.8129e-05 -3.51393e-05 6.08782e-05 -0.000159069 -0.000369677 -3.56069e-05 0.000238797 0.000172521 0.000377867 -7.30647e-05 0.000145845 -9.99639e-05 2.54437e-05 -0.000199513 0.000776545 -0.000865367 0.00100843 0.000540997 -0.000565471 -0.000607179
internal_weight=0 0.0344979 0.03341 0.0320713 0.0150754 0.0140152 0.0129651 0.0111947 0.0101755 0.00697856 0.00553775 0.0033082 0.0169959 0.0156458 0.00852099 0.00712483 0.00493214 0.00383762 0.00452287 0.0034425 0.00399813 0.00222955 0.00291842 0.00319695 0.00219269 0.0020083
internal_count=3121 2881 2706 2546 1708 1565 1269 1252 1106 1025 985 523 838 723 509 214 155 84 224 204 285 462 216 81 59 41
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=13
num_cat=0
split_feature=14 484 124 160 133 151 4 13 1 4 1 1
split_gain=9.94383e-05 0.000127319 0.000121747 0.000163589 0.000211403 0.000352028 0.000307133 0.000194082 0.000159961 0.000152615 0.00023719 0.000141642
threshold=0.062655000000000016 0.084040000000000017 -0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 0.24564500000000003 -0.061684999999999997 0.089875000000000024 0.0061450000000000003 0.086560000000000012 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 10 -9 -11
right_child=-2 -3 3 4 5 6 -8 9 -10 11 -12 -13
leaf_value=0.001266924132269193 -0.0014854210120183473 0.0012818785727957375 -0.0015399045898047796 -0.0020933844794271072 -0.0024038487713905262 0.00022425384288665275 0.0022379984436447977 -5.0253909439556325e-05 0.0026275502822141247 0.0014994369749598475 -0.0030180246447785906 -0.0009271888987773542
leaf_weight=0.0015136953614648683 0.0010356404476972161 0.001926557054588828 0.0019234440227653563 0.0010621360483465689 0.0011257994368321098 0.0018929883817430685 0.0019868663075705015 0.0015258445972805542 0.0010440027803992891 0.0012873641759670873 0.0011455382391527547 0.0010703465868004969
leaf_count=230 104 356 571 664 120 272 149 205 139 77 217 17
internal_value=0 8.64898e-05 -6.13457e-05 -0.000204303 7.29258e-06 0.000208688 0.000504197 7.17599e-05 0.00107855 -0.000516203 -0.00132289 0.000397805
internal_weight=0 0.0175046 0.015578 0.0140643 0.0121409 0.0110788 0.00995295 0.00796608 0.00293699 0.00502909 0.00267138 0.00235771
internal_count=3121 3017 2661 2431 1860 1196 1076 927 411 516 422 94
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=15
num_cat=0
split_feature=1 0 4 2 3 0 51 15 12 47 4 4 48 2
split_gain=9.00676e-05 0.000200843 0.000163448 0.000141112 0.000140004 0.000141794 0.000359425 0.000173298 0.000200782 0.000135787 0.000113179 0.000100106 6.64903e-05 5.05656e-05
threshold=0.077565000000000009 0.051010000000000007 -0.49405499999999997 0.13754500000000003 0.083060000000000009 -0.10607499999999999 -0.063174999999999995 -0.03241999999999999 0.093535000000000021 0.077555000000000013 -0.029144999999999997 0.033845000000000007 0.091220000000000009 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 13 -7 8 -8 11 -1 12 -6 -2
right_child=3 2 -4 -5 9 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00040766924109119349 0.00068702147451590379 -0.00087116249772246847 0.0012660800063823358 0.0015705460302057096 -0.00020698598113552794 0.0017919320077133412 0.0011148946090907695 -0.0020586271632879057 -0.0014006851950958158 -0.0015987307845378401 -0.0021373261199320102 -0.00098929199762391273 0.0012603006572945309 0.0019764918328397476
leaf_weight=0.0013376737309361971 0.0010829499454576572 0.0010922003781921319 0.0015073410087609318 0.0011852219537445982 0.0011435250457356716 0.0014389989222340924 0.001219417112292954 0.001134503477087598 0.0010409072847727963 0.001411799256485935 0.0013405667151219491 0.0012723737646287425 0.0010471341786750799 0.0010700923115425365
leaf_count=799 44 31 44 160 110 174 191 394 69 73 762 77 42 151
internal_value=0 -0.000464897 0.000368115 0.000186424 4.81229e-05 0.000429899 2.99156e-05 -0.000716968 -4.35609e-05 -0.000499058 -0.00127343 -5.07471e-05 0.000494376 0.00132791
internal_weight=0 0.00527778 0.00259954 0.0130469 0.0118617 0.00698687 0.00483383 0.00339483 0.00226032 0.00487483 0.00267824 0.00346303 0.00219066 0.00215304
internal_count=3121 1636 75 1485 1325 1023 828 654 260 302 1561 229 152 195
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=26
num_cat=0
split_feature=39 42 376 160 4 1213 1374 14 484 43 133 457 52 51 160 1 16 16 15 0 16 4 1 15 16
split_gain=0.000574716 0.000697798 0.000525839 0.000445393 0.000463226 0.000457796 0.000486966 0.000399875 0.000402435 0.00037414 0.00042312 0.000463123 0.000334648 0.000323237 0.000320843 0.000358594 0.000666033 0.000723115 0.000452477 0.000908894 0.000507951 0.000316076 0.000402412 0.000290154 0.000193301
threshold=0.15619500000000003 -0.12995999999999999 0.088470000000000007 -0.40698999999999991 -0.49405499999999997 -1.0000000180025095e-35 -0.094929999999999987 0.076975000000000002 -0.0068949999999999992 0.24789500000000006 0.09389500000000002 -0.0029299999999999994 0.0031350000000000002 0.084745000000000015 0.092070000000000013 0.12958500000000003 0.25792000000000009 0.051380000000000002 -0.11713499999999999 -0.10607499999999999 -0.29154999999999992 -0.083854999999999985 0.095025000000000012 -0.094549999999999981 -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
left_child=1 -1 3 -3 -5 -6 -7 8 12 10 11 -10 -8 14 15 16 17 18 20 24 -13 -21 -23 -15 -20
right_child=-2 2 -4 4 5 6 7 -9 9 -11 -12 13 -14 23 -16 -17 -18 -19 19 21 -22 22 -24 -25 -26
leaf_value=-0.0009690170340586311 0.00099623347444847206 -0.00091356642673984939 0.00097028216607957071 -0.00074187664737847855 -0.0007566820960883035 -0.0007304373328515031 -0.00096922251704406018 -0.00054999180001304756 -0.00033408452643153569 -0.00060726262272085938 -0.00061430307854955333 0.00029327832157908292 0.00017096380985155991 0.0013952675657181732 -0.00032334196309304563 0.0011062544864482067 -0.00078905849071086087 0.0012025872819936753 0.00070146049553092608 0.00057179254820677392 -0.0010059240679890405 -0.00092209332214576939 0.00026949256777707706 0.00041939003259017747 0.001428489518964334
leaf_weight=0.0015891852022062994 0.0011167625550214657 0.0011310931540279281 0.0011019622404105913 0.001622414905510179 0.0013858669975483897 0.0014116151669369961 0.0010820049441397908 0.001638448714119888 0.001925744451162891 0.0010135388391117042 0.0010196281655397979 0.0014166517924270039 0.0010204364819959011 0.0011771704026788399 0.0014125323078555416 0.0012964258800273196 0.0010190025463807104 0.0019668539185353504 0.0017407923695529348 0.0010969142073289284 0.001083483997418525 0.0012229266360666282 0.0010967212753483224 0.001316960036101821 0.0013056680135541321
leaf_count=149 26 228 56 139 429 53 280 66 121 124 312 61 142 27 72 103 99 70 53 76 38 229 44 85 39
internal_value=0 -4.55559e-05 1.02586e-06 -3.41051e-05 -1.21828e-07 4.3403e-05 8.56217e-05 0.000131975 0.000180109 0.000239458 0.000282159 0.000330071 -0.000415824 0.000404639 0.000323757 0.000392765 0.000315354 0.000418319 0.000246221 0.00044582 -0.000269757 -5.99687e-05 -0.000358716 0.000879981 0.00101305
internal_weight=0 0.033094 0.0315049 0.0304029 0.0292718 0.0276494 0.0262635 0.0248519 0.0232135 0.021111 0.0200975 0.0190778 0.00210244 0.0171521 0.014658 0.0132454 0.011949 0.01093 0.00896316 0.00646302 0.00250014 0.00341656 0.00231965 0.00249413 0.00304646
internal_count=3121 3095 2946 2890 2662 2523 2094 2041 1975 1553 1429 1117 422 996 884 812 709 610 540 441 99 349 273 112 92
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=28
num_cat=0
split_feature=1213 1456 453 1374 0 480 14 13 1132 1 42 49 2 43 42 13 49 2 0 0 4 16 2 0 13 3 15
split_gain=0.000528458 0.000500091 0.000531979 0.0005259 0.000668603 0.000466291 0.000463076 0.000403336 0.000375741 0.000539822 0.000504955 0.000568109 0.000542398 0.000497308 0.000456702 0.000461455 0.000686332 0.000382139 0.000380239 0.000515594 0.000406665 0.000378648 0.000340907 0.000298586 0.000265089 0.000169071 7.42131e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084710000000000021 0.076175000000000007 -0.53104499999999988 -1.0000000180025095e-35 0.13021500000000003 0.093175000000000022 -1.0000000180025095e-35 0.11093500000000002 -0.074359999999999996 -1.0000000180025095e-35 0.10935500000000002 -0.10774499999999999 0.11237500000000002 0.089620000000000019 -0.074479999999999977 -0.0016099999999999997 0.11346000000000002 0.096540000000000015 -0.11991499999999998 -0.090799999999999978 -0.10519499999999998 -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
left_child=-1 -2 3 -3 -5 6 7 -6 -9 10 14 -12 -13 -11 22 16 -16 18 19 20 23 -20 25 -18 -22 -10 -26
right_child=1 2 -4 4 5 -7 -8 8 9 13 11 12 -14 -15 15 -17 17 -19 21 -21 24 -23 -24 -25 26 -27 -28
leaf_value=-0.00079966865212231276 -0.00076252393654429001 -0.00065872954784149031 -0.00079515709307650191 0.00099494728164513401 -0.00061903896689379119 -0.00082095191412480839 -0.00052441483045290334 -0.00060788489197886853 -0.00013074837530619929 0.0013463311455829759 0.00050962375126346849 -0.0013153792503262773 -1.3251632590470909e-05 0.00026221244537501031 -0.00072825487531145039 0.0010532625643748842 0.0010075531827844651 0.00095241687574212322 -0.00083513094418451574 0.0010060987792080841 0.00045656286534792931 0.0003257056654650338 0.00034845609309494627 5.8235987168940261e-05 -8.2826767336006743e-05 -0.00088295158455365568 -0.00056603070449446941
leaf_weight=0.0015017600926479071 0.0014348085831433479 0.0016445151767534574 0.0013005506727894458 0.0015129189453659776 0.0011610688651266755 0.0010106743866310488 0.0019434485454521413 0.0010195421241708793 0.0010346030134948947 0.0013957028802284999 0.0010137080565177925 0.0012220118689718609 0.0011022178557977824 0.0017003645661738389 0.0011495334395874588 0.0014985192037890735 0.0014486694029169833 0.0016958357523408915 0.0010225903006215731 0.0018973849019952175 0.001056494896376492 0.0010135831819084729 0.0012943791352617584 0.0010247907044919069 0.0010200656414554032 0.0011353479123721302 0.0013220856502922373
leaf_count=491 258 55 75 50 31 213 65 23 43 67 36 219 74 121 78 32 37 80 15 136 36 60 157 238 16 341 74
internal_value=0 1.56643e-05 4.88549e-05 8.27967e-05 0.000122524 7.72948e-05 0.00010952 0.000156492 0.000192413 0.000226343 0.000148824 -0.000331164 -0.000697872 0.000750932 0.000239784 0.000347024 0.00026337 0.000362479 0.000260452 0.000396136 0.000199046 -0.00025728 -0.000198219 0.000614237 -0.000103121 -0.000524311 -0.000355583
internal_weight=0 0.0350754 0.0336406 0.0323401 0.0306955 0.0291826 0.0281719 0.0262285 0.0250674 0.0240479 0.0209518 0.00333794 0.00232423 0.00309607 0.0176139 0.0141496 0.012651 0.0115015 0.00980566 0.00776949 0.00587211 0.00203617 0.00346433 0.00247346 0.00339865 0.00216995 0.00234215
internal_count=3121 2630 2372 2297 2242 2192 1979 1914 1883 1860 1672 329 293 188 1343 802 770 692 612 537 401 75 541 275 126 384 90
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=24
num_cat=0
split_feature=1374 1213 160 52 1456 453 0 1 3 4 133 42 0 51 15 16 474 4 52 2 43 12 13
split_gain=0.000450598 0.00046422 0.00044364 0.000420366 0.000368939 0.00045533 0.000667807 0.00039896 0.000342113 0.000392462 0.000331481 0.000477202 0.000387898 0.000468497 0.000278643 0.000265782 0.000366562 0.000245983 0.000258237 0.000245132 0.000283428 0.000148729 0.000111949
threshold=-0.094929999999999987 -1.0000000180025095e-35 -0.40698999999999991 -0.43320999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.11323000000000001 -0.13309499999999996 0.27044500000000005 0.10622000000000002 -0.094469999999999985 -0.076234999999999983 0.081440000000000026 -0.03241999999999999 -0.056919999999999991 0.083855000000000013 0.098655000000000007 -0.10286999999999999 0.11093500000000002 -0.071044999999999983 0.084595000000000017 -0.084034999999999985
decision_type=2 2 2 2 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 -6 10 -9 17 11 -8 13 15 -14 22 -17 18 -10 20 -16 -22 -13
right_child=1 2 3 4 5 -7 7 8 9 -11 -12 12 14 -15 19 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.00079577453670345323 -0.00080105629184569743 -0.00079057544973321178 -0.00078609837041424858 -0.00066006378115442555 0.0011712725085287932 -0.00072240586625243271 -0.0008378580229742445 -0.00018700217970086752 0.0011895532249656781 0.0011943690411076202 -0.00074417772953043926 0.00022852997695547078 0.0010725129357782707 0.00054174499472722684 0.00058021798445206257 -0.0011104191436681358 1.2063349129060573e-05 -6.7217383451580246e-07 0.00031335454757966586 0.00086013146352376948 -0.00046829303849370003 0.0002322120644825638 -0.00027043533259024763
leaf_weight=0.001355015078090104 0.0012660629049056895 0.0011429225532353362 0.0010141505552812005 0.0011066793162573798 0.0013247850782107584 0.0010862734386589681 0.0010433917182060557 0.001535308487085274 0.0010332206269367816 0.0014338810008892588 0.0010345521360538559 0.0017865708626707512 0.0010268824380552655 0.0018903606741805801 0.0015597109036811219 0.0013257256859706135 0.0010014049649194057 0.002104542335757742 0.0018239211961983415 0.001096485122310753 0.0014580606527641168 0.0010032796614281025 0.0017409172671515299
leaf_count=55 491 215 278 185 46 63 114 52 25 190 282 135 97 104 46 197 93 22 87 35 41 38 230
internal_value=0 2.9288e-05 6.48362e-05 9.92247e-05 0.000131974 0.00016529 0.000203521 0.000149874 0.000406597 0.000549095 2.23612e-05 7.54675e-05 0.000144078 -6.43589e-05 0.00040681 -0.00026006 -0.000627395 0.000362617 0.000630212 0.000273231 0.000113191 -0.000182757 -1.77238e-05
internal_weight=0 0.0308391 0.029573 0.0284301 0.027416 0.0263093 0.025223 0.0238982 0.00793087 0.00639557 0.0159673 0.0149328 0.0138894 0.00774498 0.00614442 0.00585462 0.00232713 0.00496168 0.00285714 0.00511754 0.00402105 0.00246134 0.00352749
internal_count=3121 3066 2575 2360 2082 1897 1834 1788 376 324 1412 1130 1016 759 257 655 290 134 112 160 125 79 365
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=14
num_cat=0
split_feature=52 1 12 0 47 1 3 0 42 2 2 4 48
split_gain=0.000103119 0.000154872 0.000140847 0.000142061 0.000215307 0.00022806 0.000362074 0.000229372 0.000169876 0.000150672 0.000150243 0.000125835 3.84428e-05
threshold=-0.40306999999999998 0.13686500000000004 0.098810000000000023 -0.062294999999999996 0.092710000000000015 0.094385000000000011 0.090900000000000009 -0.15202999999999997 0.08426500000000002 0.096540000000000015 0.084055000000000005 0.23246000000000003 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 10 12 9 -5 -2 -4 -7
right_child=1 -3 11 8 -6 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0014503486907148104 -0.00029605031350136339 0.001445259834300516 -0.0022451826356998921 -0.00097473461848283059 -0.001799805796656875 0.00055827128635940293 0.0015504697181313303 0.0022842773549601437 0.0023923818519872258 0.0011931972379344044 -0.0025758959712585492 -0.00020934856056939357 -0.00074570666476819628
leaf_weight=0.001043824727973596 0.0011121004802912542 0.0016919213900251076 0.0011301742976186904 0.0012590561487679812 0.001542004957197779 0.0010254621431089461 0.0011533341266680708 0.0016677761990615547 0.0011801488929427673 0.0016794811387139674 0.0015575506632456437 0.0017166138418343024 0.0010046810157291475
leaf_count=324 424 162 319 93 175 64 42 238 69 82 1054 54 21
internal_value=0 8.1999e-05 -6.19039e-05 0.000144489 -0.000187078 0.000143578 -0.000667833 0.000982431 0.000874083 0.000264317 -0.00162618 -0.00101757 -8.70437e-05
internal_weight=0 0.0177203 0.0160284 0.0131816 0.00906291 0.0075209 0.00382299 0.00369792 0.00411869 0.00293854 0.00266965 0.00284679 0.00203014
internal_count=3121 2797 2635 2262 2018 1843 1520 323 244 175 1478 373 85
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=26
num_cat=0
split_feature=39 42 376 480 8 1456 453 1213 49 133 1374 4 52 52 14 1 47 16 52 3 2 1 4 52 13
split_gain=0.000460869 0.000679706 0.000522519 0.000438153 0.000430555 0.000534877 0.000485353 0.000474669 0.000439266 0.000469574 0.00032956 0.000389838 0.000427977 0.000367429 0.000392692 0.00039605 0.000373692 0.000252293 0.000232512 0.000228857 0.000220078 0.000372145 0.000588852 0.000399082 0.000217687
threshold=0.15619500000000003 -0.12995999999999999 0.088470000000000007 0.084710000000000021 0.078785000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.092185000000000017 -0.10298999999999998 -0.094929999999999987 -0.27825499999999997 0.096795000000000006 0.096795000000000006 0.076975000000000002 0.12500000000000003 1.0000000180025095e-35 -0.18708499999999997 1.0000000180025095e-35 -0.077774999999999983 0.11237500000000002 0.10723500000000001 0.0061450000000000003 -0.081429999999999989 -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
left_child=1 -1 3 4 5 -3 7 -7 9 -9 -11 12 -12 14 15 16 18 -18 20 -15 21 22 23 -13 -10
right_child=-2 2 -4 -5 -6 6 -8 8 24 10 11 13 -14 19 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00096370697563619601 0.00094504365310657784 -0.0010385356842657052 0.0010103268605192624 -0.00088173966379589519 0.00089930112477152767 -0.00080497526703520741 -0.00094602570265628957 -0.00089185529402627565 0.00014101624140584732 -0.00065365141389322828 -0.00078734792804125927 0.00045393200329049097 0.00028430641186414621 -0.00080525421930119606 -0.00042257370139411708 0.0012538618671824495 0.00031710757133896693 -0.00064993491147868226 0.0010542433411361966 0.00013075933649367289 0.00091720686015129183 -0.00055040555598682148 0.0011470112144991078 -0.00070914227660112423 0.00099236476480126174
leaf_weight=0.0015966382991824393 0.0010467362523840498 0.0010605818355094434 0.00107276602373818 0.0012142016618269516 0.0011150657531886479 0.001275608689112139 0.0010626812488234707 0.0010980660855160465 0.0010419327657124611 0.0011928280336839228 0.0018213871499934585 0.001669882866230041 0.0013981675189711495 0.0010423200063116589 0.0013005741874145835 0.0010987170115348563 0.0011048055579294669 0.0011887619570100094 0.0012738483303880166 0.0011845243897983257 0.0012718155165716283 0.0010151898977390772 0.0015481446926255416 0.0010018743380135883 0.0016423049199000275
leaf_count=149 26 262 56 231 55 418 71 176 172 41 135 150 23 129 43 101 16 97 167 100 82 36 54 233 98
internal_value=0 -3.77037e-05 1.20838e-05 -2.53291e-05 1.26092e-05 -2.49932e-05 1.76068e-05 5.99735e-05 0.000108164 3.4622e-05 8.78497e-05 0.000137207 -0.000321957 0.000237769 0.000335088 0.000423282 0.000332698 -0.000184113 0.00048504 -0.000307361 0.000373608 0.000241546 0.000432067 1.77942e-05 0.000661899
internal_weight=0 0.0312927 0.0296961 0.0286233 0.0274091 0.026294 0.0252334 0.0241708 0.0228951 0.0202109 0.0191128 0.01792 0.00321955 0.0147005 0.0124736 0.011173 0.0100743 0.00229357 0.00778076 0.00222684 0.00650691 0.00523509 0.0042199 0.00267176 0.00268424
internal_count=3121 3095 2946 2890 2659 2604 2342 2271 1853 1583 1407 1366 158 1208 979 936 835 113 722 229 555 473 437 383 270
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=15
num_cat=0
split_feature=484 4 151 160 52 2 48 15 3 3 49 13 151 12
split_gain=9.26843e-05 0.000117077 0.000124621 0.00019018 0.000213707 0.000221623 0.000494945 0.000214117 0.000292563 0.000245441 0.000170384 0.000121432 8.84424e-05 0.000175241
threshold=-0.0068949999999999992 0.26790000000000008 -0.085604999999999987 -0.091944999999999985 0.10744000000000002 0.10097500000000002 0.085700000000000012 -0.016799999999999995 -0.011549999999999998 -0.074084999999999998 -0.0090649999999999984 -0.010739999999999998 -1.0000000180025095e-35 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 11 -5 -11 -9 -3 -14
right_child=1 12 3 4 -6 6 -8 8 -10 10 -12 -13 13 -15
leaf_value=-0.0013433918226809338 0.001479018259060691 -0.00032604970969505931 -0.0023725425623222743 0.0012797028733787848 0.0018952236485163972 -0.0034499415504512581 0.0010190630506432868 0.00097875848920349101 0.0028315543216749606 -0.000195261983604341 -0.0030757388813279726 -0.0014524202825994706 0.0031311095918046643 0.00021189714537063391
leaf_weight=0.001362876298966898 0.0012726124554847127 0.001009333213579211 0.0011192584900085603 0.0010949574360468173 0.0013875501423443745 0.0016900794066987967 0.0012109667403046309 0.0012423568840191921 0.0015321306918263371 0.0010648979709753092 0.0012960831695339467 0.0011050874337498739 0.0010888826482994543 0.0012660446252539259
leaf_count=503 202 83 330 201 126 250 101 483 64 53 107 343 220 55
internal_value=0 0.000101524 -0.000113019 -0.000272008 -6.97521e-05 -0.000336102 -0.00158447 0.000157603 0.00101795 -0.000808211 -0.00177653 -0.000165748 0.000995342 0.0015617
internal_weight=0 0.0173802 0.014016 0.0127434 0.0116241 0.0102366 0.00290105 0.00733551 0.00387958 0.00345594 0.00236098 0.00234744 0.00336426 0.00235493
internal_count=3121 2618 2260 2058 1728 1602 351 1251 890 361 160 826 358 275
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=26
num_cat=0
split_feature=1213 1374 1375 1456 453 38 124 1 484 43 12 150 4 4 2 49 457 133 160 47 1 4 52 2 16
split_gain=0.000371962 0.000393596 0.000435672 0.000330497 0.000361279 0.000388925 0.000545816 0.000403598 0.000363895 0.000319395 0.00042938 0.000718654 0.000399151 0.000384961 0.000348687 0.000593657 0.000473364 0.000311192 0.000308524 0.000304018 0.000279518 0.000263676 0.000555817 0.00045549 6.68331e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 0.096860000000000016 -1.0000000180025095e-35 0.24789500000000006 0.12757000000000002 0.12187000000000002 0.24564500000000003 0.098655000000000007 0.11585500000000001 -0.085174999999999987 0.045365000000000009 -0.032969999999999992 -1.0000000180025095e-35 0.10843500000000002 0.111945 0.053180000000000012 0.077655000000000016 0.087015000000000023 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
left_child=-1 -2 -3 -4 5 6 7 -5 -8 10 11 12 13 14 15 -10 17 -17 -19 20 -14 22 -20 -24 -25
right_child=1 2 3 4 -6 -7 8 -9 9 -11 -12 -13 19 -15 -16 16 -18 18 21 -21 -22 -23 23 24 -26
leaf_value=-0.00065266643570382696 -0.00064554242154257031 0.00085036423295286429 -0.00059969856228768523 0.00019127628645219244 -0.00063849251163805749 -0.00055075470363115061 -0.00060198827283482745 0.0012434927761027152 -0.00075162904990510053 -0.00048478823935300822 0.00081111296948821693 -0.00091145469976560323 0.00034138484581706067 -0.00056839914967456162 0.00061894465625127659 0.00058626606267387477 0.00094137116920935463 -0.00068379765293979022 -0.00067123888668910506 -0.00010985635073129963 0.0010683535170964817 0.00056185686123420777 0.00086111941844334067 -0.0003393552652865261 0.00010475620669722535
leaf_weight=0.0013421568638190542 0.0013345148838688195 0.0010027999185087113 0.0012852583456852964 0.0011823317157677584 0.0011474859099123149 0.001459179228402884 0.0012420876103748637 0.0010770738617246201 0.0013409701661757376 0.0014027337404488574 0.0013324959616536338 0.0010653307645442913 0.0019309689352269279 0.0014590252626238706 0.0017640002566627908 0.0013417591254838461 0.001000108263800926 0.0010648341436940746 0.0016600307762126782 0.0010783179016726763 0.001418512269386607 0.0012077159496526324 0.0011057211585026039 0.0010858126530939316 0.0010124074779014336
leaf_count=491 55 56 254 43 70 53 312 169 77 147 49 43 61 54 91 141 52 217 322 19 123 23 87 104 8
internal_value=0 1.55157e-05 4.42826e-05 1.70329e-05 4.49642e-05 7.37639e-05 0.000109123 0.000692875 5.30289e-05 8.95607e-05 0.000128168 8.15851e-05 0.000138862 3.62183e-05 0.000106323 2.27446e-05 0.0001323 3.68613e-05 -6.64339e-05 0.000464388 0.000649258 4.18375e-05 -8.72825e-05 0.000215278 -0.000125068
internal_weight=0 0.0320015 0.030667 0.0296642 0.0283789 0.0272314 0.0257722 0.00225941 0.0235128 0.0222707 0.020868 0.0195355 0.0184702 0.0140424 0.0125834 0.0108194 0.00947839 0.00847828 0.00713652 0.0044278 0.00334948 0.00607169 0.00486397 0.00320394 0.00209822
internal_count=3121 2630 2575 2519 2265 2195 2142 212 1930 1618 1471 1422 1379 1176 1122 1031 954 902 761 203 184 544 521 199 112
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=39 151 151 1456 42 376 1213 133 1429 4 160 38 49 133 13 1 3 51 47 0 160 4 16 150 16 160 1 3 52 16
split_gain=0.00108571 0.000689018 0.000805685 0.000912825 0.000723399 0.00072882 0.000638487 0.000536203 0.000457349 0.00087438 0.00067086 0.000707325 0.000577557 0.000709301 0.000498654 0.000729423 0.000672256 0.000608485 0.0005622 0.000601169 0.000946959 0.000526308 0.000501598 0.000365805 0.000536456 0.000271 0.000238196 0.000209102 0.000155928 0.000152258
threshold=0.16946000000000003 -0.40381499999999992 -0.10959499999999998 -1.0000000180025095e-35 -0.12995999999999999 0.088470000000000007 -1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 0.50996500000000011 -0.091944999999999985 1.0000000180025095e-35 0.092185000000000017 -0.095184999999999978 -0.010384999999999998 0.10781 -0.0080949999999999998 0.123935 0.092530000000000015 -0.23091999999999999 0.086075000000000013 -0.0029599999999999995 -0.076669999999999988 0.12187000000000002 -0.092484999999999984 -0.013904999999999999 0.094715000000000008 0.095270000000000007 -1.0000000180025095e-35 -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=1 -1 -3 -4 -5 6 -6 8 -8 10 -10 12 13 -12 15 16 21 18 19 -16 23 22 -15 24 -21 -26 -27 -14 -18 -17
right_child=-2 2 3 4 5 -7 7 -9 9 -11 11 -13 27 14 17 29 28 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010946753001461866 0.0013463536508610116 0.00085296045173901039 -0.001060888057851197 -0.0009036305210544163 -0.00084008516441295251 0.00096610918675678196 -0.00074902626838958396 -0.0008593929324687468 -0.00079937700622173741 0.0012953620519402197 -0.00093151604280760736 -0.00079569801856446687 0.0011898473026160051 0.00083481975148922219 0.0009010120504489075 0.0013460651363062365 0.0010532150785001761 -0.0009700360229301663 -0.00076102100014677188 0.00094183377535084656 -0.00081577158881019523 -0.0010235523026869012 -0.00039984645849115762 -0.00040747114804391937 0.00068791258563199206 -0.00042628863218809016 0.00039711674048612851 0.00038812510135725052 0.00036465392924426053 0.00066231030770747522
leaf_weight=0.001098209433234131 0.0010450175737730652 0.0018514626261456604 0.0015707781676233537 0.0015788498691575717 0.0016076846688934934 0.0014378525128573285 0.0012026825447177805 0.0011829971829999666 0.0015803438370403091 0.0010643231514917409 0.0011651894157153056 0.0014952870401598864 0.0011854624835136987 0.0010252293779036015 0.001726454221792296 0.0012960398391739236 0.0011701015991594232 0.0011091259222282277 0.0013083549866426134 0.0021096555308706159 0.0018794800127190925 0.0010460094458468738 0.0014240641125049525 0.0012344208830654679 0.001015678282969115 0.0017439860820027669 0.0010021723088016188 0.0011719618371728302 0.0012138484941601833 0.0010829481555436615
leaf_count=65 23 90 283 129 425 53 125 318 226 114 163 44 103 61 34 81 29 20 27 46 66 82 210 7 36 115 65 29 14 38
internal_value=0 -4.30963e-05 -1.38465e-05 -5.64939e-05 -1.27426e-05 2.80499e-05 -1.27688e-05 2.95417e-05 6.43023e-05 9.79743e-05 5.24367e-05 0.000103417 0.000157388 9.11278e-05 0.000146841 0.000405974 0.000151521 -1.61515e-05 7.18652e-05 0.000173595 3.38286e-05 -0.00022435 0.000116962 0.000258544 0.000398567 9.38998e-05 -0.000125798 0.000791282 0.000702617 0.00103481
internal_weight=0 0.0405807 0.0394824 0.037631 0.0360602 0.0344814 0.0330435 0.0314358 0.0302528 0.0290501 0.0279858 0.0264055 0.0249102 0.0225528 0.0213876 0.00825824 0.00587925 0.0131293 0.0120202 0.0107118 0.00898539 0.0034953 0.00244929 0.00710591 0.00587149 0.00376184 0.00274616 0.00235742 0.00238395 0.00237899
internal_count=3121 3098 3033 2943 2660 2531 2478 2053 1735 1610 1496 1270 1226 1094 931 515 396 416 396 369 335 353 271 269 262 216 180 132 43 119
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=26
num_cat=0
split_feature=1374 1429 1213 480 14 13 13 1375 39 42 133 51 1 47 160 160 16 16 52 13 42 4 0 0 13
split_gain=0.000519161 0.000462927 0.000483227 0.000401744 0.000385493 0.000361262 0.000385321 0.000305139 0.000326946 0.000503826 0.000511108 0.000409838 0.000425028 0.00044213 0.000433362 0.000502136 0.000331584 0.000789775 0.000379045 0.000329345 0.000356298 0.000551487 0.000407346 0.000315437 0.000241315
threshold=-0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08598500000000002 0.076175000000000007 -0.53104499999999988 -0.47860499999999995 -0.080114999999999978 0.13507500000000003 -0.12995999999999999 0.099660000000000012 0.14431500000000003 0.12811000000000003 0.11596500000000001 -0.091944999999999985 -0.027994999999999996 -0.056919999999999991 -1.0000000180025095e-35 0.091275000000000009 0.086705000000000018 0.088380000000000014 0.053925000000000008 -0.15202999999999997 -0.053834999999999994 -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
left_child=-1 -2 -3 4 5 -4 -7 -8 9 -9 11 12 13 14 -11 -16 19 -18 23 20 21 24 -23 -19 -17
right_child=1 2 3 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 15 16 17 18 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00090121478189336777 -0.0010091032143297936 -0.00086427175355927846 -0.00067858611004836464 -0.00081918957133007104 -0.00057655132401463372 0.0010252895814147403 0.0010280769583280371 -0.00090765501790318831 0.00090859324732964501 -0.00052847815236369521 -0.00088370557783565165 -0.00077274076315478335 0.0010296307581246836 -0.00079421460721530485 0.0010967782797192788 0.0011045429601031357 -0.0012278101151022927 0.00044007552018003387 0.0007926938158974063 0.0011440683200707221 0.00092841367231267808 0.00013580749689214372 -0.0012096866092618699 -0.00069154944705152044 0.00016427209444217422
leaf_weight=0.0015560770833573647 0.0010312494470171565 0.0013354415928570887 0.001153964535864911 0.0011273232553518078 0.0017561994972572484 0.0014088636855689131 0.0010078745178150319 0.0011738022677431062 0.0013104894105318001 0.0016022352425497646 0.001121607949265079 0.0010051410272478014 0.0016345751526671828 0.0010682276482611988 0.0018802880996939839 0.0011413206896508828 0.0011609513837256002 0.0011521512485206942 0.0017869812728452672 0.0013385150919269506 0.0016297753896123979 0.0011793592762785465 0.0010647776656307339 0.0013080527109377198 0.0016749469768344571
leaf_count=55 154 491 31 205 81 47 63 99 36 201 325 45 111 56 154 105 136 179 35 28 103 38 63 104 176
internal_value=0 3.08643e-05 6.43549e-05 0.000104766 0.000140003 0.000185263 0.000222669 0.000177869 0.000142509 9.87118e-05 0.000153026 0.000209398 0.000259708 0.000189743 0.000251867 0.000333494 0.000226684 -7.5155e-05 0.000239919 0.000430003 0.000287139 8.06069e-05 -0.00050259 -0.000161592 0.000545326
internal_weight=0 0.0330541 0.0320229 0.0306874 0.0295601 0.0278039 0.0266499 0.0252411 0.0242332 0.0229227 0.0217489 0.0206273 0.0196222 0.0179876 0.0169194 0.0153171 0.0134368 0.00540814 0.00424719 0.0080287 0.00669018 0.0050604 0.00224414 0.0024602 0.00281627
internal_count=3121 3066 2912 2421 2216 2135 2104 2057 1994 1958 1859 1534 1489 1378 1322 1121 967 454 318 513 485 382 101 283 281
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=25
num_cat=0
split_feature=1429 1213 4 480 1374 1374 13 13 12 48 47 15 43 150 49 484 2 3 3 49 1 2 1 1
split_gain=0.00047951 0.000502295 0.000490908 0.00055211 0.000432771 0.00045653 0.000448919 0.000494752 0.000382325 0.000513371 0.000614755 0.000513258 0.000502497 0.000451167 0.000751258 0.00047909 0.000314557 0.000293196 0.00025894 0.000594563 0.000321087 0.00036963 0.000207589 0.000176918
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 0.086000000000000007 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.084100000000000022 -0.032929999999999994 0.085270000000000026 -0.11033999999999998 -0.20207499999999998 0.076925000000000007 -0.006494999999999999 0.085515000000000022 0.097220000000000015 0.090900000000000009 0.11296500000000002 0.065470000000000014 0.104035 0.099515000000000006 0.080000000000000016 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
left_child=-1 -2 3 4 5 -3 -7 -8 13 -10 12 -12 -11 14 -9 18 23 -15 20 -20 21 22 -16 -14
right_child=1 2 -4 -5 -6 6 7 8 9 10 11 -13 16 17 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00094500947580789072 -0.00078578472099852074 -0.00064365372103154415 0.0010152440151698842 -0.00097276084004000514 -0.00082497719775332734 -0.00071817540430217403 0.00096601894726547669 -0.00082636196993360106 0.0007676444481609561 0.00019726795245507726 -0.00037129422250115323 0.00082979208895235307 -0.0014004133277849113 0.00036345831562270401 0.00070830602839787196 0.0011760441683537619 -0.00021989198624953606 0.0012108357579153647 -0.00084693270739355346 0.00048882253211219901 0.00078220821557915018 -0.00038140079447621691 1.601274057061911e-05 -0.00068594758667223446
leaf_weight=0.0010430034218722453 0.0014577413081205961 0.0015811997674219916 0.0010102397728068971 0.00105419261417694 0.0010522754306818696 0.0011745921239327819 0.0014358631600148676 0.0014078393896288519 0.0012081757081787723 0.00167832879614327 0.0011949202497172351 0.0016764538007616459 0.0011838810553623505 0.0019004320239242043 0.0018739247150398909 0.001016487079617435 0.0016600526726522347 0.0013836119413053183 0.00137245237072392 0.001247245039110112 0.001987952770319823 0.0018556481087657062 0.0015533872181983099 0.0015955528715918543
leaf_count=154 491 55 143 207 75 25 28 84 64 80 84 87 555 136 77 32 265 55 29 30 80 62 69 154
internal_value=0 1.86834e-05 5.41076e-05 2.38538e-05 5.77009e-05 8.8674e-05 0.000129437 0.000165997 0.000121467 -8.93809e-05 -0.000204568 0.000329961 -0.000455447 0.000259302 0.000136321 0.00026058 -0.000702203 0.00072047 0.000166495 -0.000210976 0.000302498 0.000121985 0.000394533 -0.000990269
internal_weight=0 0.0345624 0.0331047 0.0320945 0.0310403 0.029988 0.0284068 0.0272322 0.0257963 0.0101974 0.00898919 0.00287137 0.00611782 0.015599 0.0123149 0.0109071 0.00443949 0.00328404 0.00989061 0.0026197 0.00727091 0.00528296 0.00342731 0.00277943
internal_count=3121 2967 2476 2333 2126 2051 1996 1971 1943 1289 1225 171 1054 654 463 379 974 191 347 59 288 208 146 709
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=16
num_cat=0
split_feature=14 147 484 48 1 52 4 52 0 0 4 160 3 1 15
split_gain=0.000140233 0.000148836 0.000184947 0.000150054 0.000217428 0.000232442 0.000230261 0.000157786 0.000137953 0.000293845 0.000227562 0.000161087 0.000143972 0.000113981 0.000128669
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12879500000000002 0.10752500000000002 0.11434500000000002 0.27044500000000005 0.10024500000000001 -0.11437499999999999 -0.084044999999999995 -0.35136499999999998 0.08443500000000001 -0.10023499999999998 0.11669000000000002 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 13 8 11 -10 -11 -4 -12 -6 -15
right_child=-2 -3 3 -5 6 -7 -8 -9 9 10 12 -13 -14 14 -16
leaf_value=-0.0017569313052874962 -0.001609750066795732 0.0013156077602315345 0.0015352045926523934 -0.0015248391022795365 0.0015760360276847372 -0.0019087732973600946 0.0026942777881744555 0.0016349705718444873 -0.0024434238003188066 -0.0015070328105416093 0.0019799594888010013 -0.00067493333040370099 -0.00028419370198623289 -0.0012715588238916375 0.00092528182986625245
leaf_weight=0.0011706135881079513 0.0010273763361026136 0.0017705547781767797 0.0016599688759626474 0.0010752062076049293 0.0010939600782597933 0.0013177876178609447 0.0012027970355900364 0.0011617262249457028 0.0012599771263601678 0.0011829922269939175 0.0011871089663069156 0.0010882111487888757 0.001059266540774928 0.0010867855611822463 0.0010398603324119904
leaf_count=459 101 167 70 65 91 310 222 104 532 123 72 80 636 64 25
internal_value=0 8.52038e-05 -4.61397e-05 8.37722e-05 0.000204381 -0.000162763 0.0010275 0.000104804 -0.000134205 -0.000599673 7.77352e-05 0.000660045 0.00091231 0.000405008 -0.000197376
internal_weight=0 0.0183568 0.0165863 0.0154156 0.0143404 0.00991704 0.0044234 0.00859925 0.00743752 0.00468934 0.00342937 0.00274818 0.00224638 0.00322061 0.00212665
internal_count=3121 3020 2853 2394 2329 1927 402 1617 1513 1363 831 150 708 180 89
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=27
num_cat=0
split_feature=160 1213 1374 1429 13 1375 484 1 13 148 42 484 42 39 0 51 457 12 2 151 0 12 4 16 4 151
split_gain=0.000569594 0.000554856 0.000580815 0.000582334 0.000472023 0.000427585 0.000521976 0.000347167 0.000547488 0.000524095 0.00051753 0.000470076 0.000505292 0.000377884 0.000320116 0.000318024 0.000332447 0.00034527 0.000292586 0.000288217 0.000468176 0.000432192 0.000383387 0.000260661 0.000168752 0.000123582
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.53104499999999988 -0.082349999999999993 -0.0068949999999999992 0.12811000000000003 -0.041739999999999992 -0.084064999999999987 0.10077000000000001 0.08660000000000001 -1.0000000180025095e-35 0.082325000000000023 -0.064754999999999993 -0.031924999999999995 -1.0000000180025095e-35 0.099400000000000002 0.096540000000000015 -0.090369999999999992 -0.14116499999999996 0.090455000000000021 -0.083644999999999983 -0.062804999999999986 0.042705000000000007 0.06617000000000002
decision_type=2 2 2 2 2 2 2 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 23 9 -9 -8 11 12 18 15 -10 -14 -17 19 -11 -18 -21 22 -22 -7 -23 -16
right_child=1 2 3 4 5 6 7 8 14 10 -12 -13 13 -15 25 16 17 -19 -20 20 21 24 -24 -25 -26 -27
leaf_value=-0.00093542926822305129 -0.00083034734004823365 -0.0007368297231151301 -0.00090813706352866545 -0.00069603321164666599 0.00099673164021852126 -3.4126630409335558e-05 -0.00083372561092738356 0.0013462734375481078 0.00087675769089953369 -0.00078045350981664091 -0.00052941373046398439 0.00084896226127506385 -0.00046521437201481981 0.0010230257914950228 0.00025283109867397228 -0.00046020813245815364 -0.00020065350037145075 -0.00031898605477289016 9.9514196295388713e-05 0.0012242088440349692 0.00050569254968666887 0.0010794162035049591 -0.00043192939229097819 -0.00096808435012430674 0.00037626311419449582 -0.00036301574819105832
leaf_weight=0.0011712417528659527 0.0013355866036254263 0.0015937560847305568 0.0010098539900876826 0.0011979241647530605 0.0010809671287915204 0.0010844792171435524 0.0010065523471283191 0.0011097067726153487 0.0010597872559454657 0.0014656450039592381 0.0017776510530627112 0.0019882043324743739 0.0011850481037283265 0.001093843213330282 0.0013790632652520554 0.0010186415320490036 0.0010786848986015264 0.0012208513655238571 0.0012843097958561422 0.0014651441161106452 0.0015869335179772241 0.0014747967624169078 0.0015731864380050878 0.0010809125005304112 0.0010646636494193729 0.0010320369910914451
leaf_count=240 466 55 141 35 54 145 54 119 29 337 190 127 139 113 59 53 33 26 146 44 31 49 128 283 21 4
internal_value=0 1.9572e-05 5.51423e-05 9.67734e-05 0.000131398 0.000166658 0.000133462 0.000188658 0.000523332 0.000113082 0.000162518 0.000232804 0.000153829 0.000266594 0.000260222 0.00019568 0.000270391 0.000349026 -0.000369483 0.000447959 0.000545611 0.000371169 3.8921e-05 -0.000500336 0.000784621 -1.07733e-05
internal_weight=0 0.0332482 0.0319126 0.0303189 0.029309 0.0281111 0.0270301 0.0248648 0.00458059 0.0202842 0.0192776 0.0175 0.0155117 0.0127618 0.00347089 0.011668 0.0104829 0.00946426 0.00274995 0.00824341 0.00716472 0.00569958 0.00316012 0.00216539 0.00253946 0.0024111
internal_count=3121 2881 2415 2360 2219 2184 2130 1702 211 1491 1437 1247 1120 637 92 524 385 332 483 306 273 229 159 428 70 63
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=15
num_cat=0
split_feature=14 2 11 3 0 15 1 2 49 40 0 15 3 0
split_gain=0.00011589 0.000126938 0.000165006 0.000210694 0.000186557 0.000318226 0.000231618 0.000362717 0.000191515 0.000166663 0.000209974 0.000161878 0.00012471 0.000100706
threshold=0.076175000000000007 -1.0000000180025095e-35 0.079915000000000014 -0.12018999999999998 -0.10607499999999999 -0.095869999999999983 0.13021500000000003 0.083995000000000014 -0.006494999999999999 -0.0095299999999999985 -0.043914999999999989 -0.074054999999999996 0.095270000000000007 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 12 7 -6 11 -9 -11 -7 -5 -3
right_child=-2 2 -4 4 6 8 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.001141122611846294 -0.0014092860658778438 0.0020466967416254761 -0.0016436860777831659 0.00025515493570365806 -0.0033536024104491432 0.001598586578786879 0.00059054592905912829 0.00093768844363782808 0.002557571165546313 0.00020065803736307638 -0.0023673397096910368 -0.00064589685059196901 -0.0015032515092895783 0.00027930112747873983
leaf_weight=0.0018458538644366132 0.001024120958131868 0.0013004008804537977 0.0011095250746855348 0.001395742096568009 0.0010919036368751741 0.0011981574589379207 0.0018829456895727292 0.0010229474139911154 0.0012665448468016632 0.0011251629911650917 0.0012242220839819868 0.0011689956173723814 0.0015873220646667185 0.0010923207207724772
leaf_count=193 101 87 139 122 587 65 115 76 53 1263 127 85 86 22
internal_value=0 7.4039e-05 -4.55807e-05 6.9883e-05 -0.000146055 0.000358117 -0.000671639 -0.00120401 0.00121077 -0.000508008 -0.00113748 0.00049017 -0.000680513 0.00123985
internal_weight=0 0.018312 0.0164662 0.0153567 0.0129639 0.00661676 0.00634718 0.00446424 0.0036337 0.00337233 0.00234939 0.00236715 0.00298306 0.00239272
internal_count=3121 3020 2827 2688 2579 411 2168 2053 203 1466 1390 150 208 109
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=14
num_cat=0
split_feature=124 484 1 0 42 3 2 16 2 0 49 0 16
split_gain=0.000101349 0.000160631 0.000138317 0.000348713 0.000242246 0.000161479 0.000340702 0.000217781 0.000153807 0.000167166 0.000188675 9.63752e-05 0.000118878
threshold=-0.043384999999999993 -0.0068949999999999992 0.12811000000000003 -0.053834999999999994 0.092395000000000019 -0.10023499999999998 0.10276500000000001 0.0013750000000000001 0.11389000000000002 -0.23051499999999997 -0.0020949999999999996 -0.083914999999999976 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 9 -7 -11 12 -12
right_child=1 2 3 -5 -6 8 -8 -9 -10 10 11 -13 -14
leaf_value=0.001080698684924576 -0.0017895392625330282 -0.0011550471859561927 0.0029194319431618911 -0.00040475827777584076 -0.0018606607118178983 0.0015468541196623112 0.003212664526641464 0.0015034389930902437 -0.0018892219038888966 -0.0019735976649643311 0.001779489494329803 -0.00084013469401679084 -0.00031980193495568881
leaf_weight=0.0017526782761718698 0.001196772666853029 0.0015918647940600366 0.0011885978447970791 0.0017531002039132817 0.0017112611421190036 0.001192313038302471 0.0010057213719898428 0.0012231158775244388 0.0012199134174997184 0.0013128665531974004 0.0011615156809197114 0.0015075902322562781 0.0012648186830429824
leaf_count=259 488 126 99 84 428 53 119 54 123 218 346 538 186
internal_value=0 -0.000114813 9.42375e-06 0.000938386 -0.000197743 5.01456e-05 0.000845721 7.14579e-08 -0.000346727 -5.44954e-05 -0.000418396 0.000100621 0.000685154
internal_weight=0 0.0173295 0.0161327 0.0029417 0.013191 0.0114797 0.0038207 0.00281498 0.00765902 0.0064391 0.00524679 0.00393392 0.00242633
internal_count=3121 2862 2374 183 2191 1763 299 180 1464 1341 1288 1070 532
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=27
num_cat=0
split_feature=1213 1374 52 160 1375 39 42 376 484 160 4 148 42 43 0 2 457 1 48 43 2 16 2 13 1 15
split_gain=0.000547219 0.000551469 0.000493093 0.000500367 0.000425929 0.000394239 0.000791831 0.000551673 0.000422529 0.000446614 0.000468323 0.000593294 0.000654154 0.000456432 0.000574365 0.000523251 0.000460286 0.000518219 0.000602237 0.000381913 0.000503207 0.00034619 0.000238853 0.000332422 0.000412706 8.95447e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.43320999999999993 -0.40698999999999991 -0.082349999999999993 0.15619500000000003 -0.12995999999999999 0.088470000000000007 -0.0068949999999999992 0.090980000000000019 -0.49405499999999997 -0.082084999999999977 0.10306000000000001 -0.071629999999999985 -0.063634999999999983 0.084055000000000005 0.082380000000000009 0.111945 -0.031249999999999997 0.055925000000000009 0.10097500000000002 -0.062804999999999986 0.10803500000000001 -1.0000000180025095e-35 0.095285000000000022 -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
left_child=-1 -2 -3 -4 -5 6 -6 8 21 10 -10 -12 13 14 15 -13 17 19 -19 22 -21 -8 23 -15 -25 -20
right_child=1 2 3 4 5 -7 7 -9 9 -11 11 12 -14 16 -16 -17 -18 18 25 20 -22 -23 -24 24 -26 -27
leaf_value=-0.00086229820862601593 -0.00079386549946705934 -0.00087266890737509395 -0.00079381039698847924 0.0009885245811843094 -0.00089990585389301933 0.00088802989993775976 6.8806268252337151e-05 0.0010453668153819061 -0.00057862287043239531 -0.00050230375300027818 -0.00068638152049304798 0.0008218472402549377 -0.00058253430112201394 -0.00076279229550906284 0.0013570592156224143 -0.00031836129474485734 0.0010256948302094142 -0.00023742139165636167 0.0011723005652086653 0.0010118716898964944 -0.00029431254751387226 -0.0010283507120657455 -0.00080470509709554001 -0.00034488837463430547 0.00083585276227405626 0.00064340842291110549
leaf_weight=0.0013775961686174334 0.0014965623064071556 0.0010362789183718793 0.0011616224240119646 0.0010381399540451133 0.0015274001102196779 0.0011303045014621196 0.0010377321138810292 0.0011533650334187842 0.0013997402450769336 0.0019293645396578621 0.0012117509374860438 0.0019735563901179809 0.0014384751515712493 0.0010177302824305656 0.0017747723542145257 0.0012321756930129268 0.0012390775396120554 0.0012080633204902824 0.0014092717031606306 0.0011552147693822956 0.0010715061959478689 0.0011347580816524474 0.0013115186212662167 0.0012496880536252567 0.0010079433883447564 0.0010550011415055849
leaf_count=491 55 278 215 54 88 26 146 54 49 107 45 123 178 215 72 204 51 19 96 103 33 268 40 58 17 36
internal_value=0 2.06244e-05 5.88302e-05 9.01016e-05 0.000124665 9.33834e-05 6.0767e-05 0.00011718 7.41124e-05 0.000129503 0.000188234 0.000243691 0.000305806 0.000382299 0.000730479 0.000383589 0.0002344 0.000140896 0.000556612 -8.31633e-05 0.000383331 -0.000504272 -0.000309625 -0.000111385 0.000182266 0.000945872
internal_weight=0 0.033401 0.0319045 0.0308682 0.0297066 0.0286684 0.0275381 0.0260107 0.0248573 0.0226849 0.0207555 0.0193557 0.018144 0.0167055 0.0049805 0.00320573 0.011725 0.0104859 0.00367234 0.0068136 0.00222672 0.00217249 0.00458688 0.00327536 0.00225763 0.00246427
internal_count=3121 2630 2575 2297 2082 2028 2002 1914 1860 1446 1339 1290 1245 1067 399 327 668 617 151 466 136 414 330 290 75 132
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=28
num_cat=0
split_feature=1213 1374 160 52 1 0 2 2 457 160 132 13 3 52 4 160 0 16 3 151 4 12 16 13 2 3 0
split_gain=0.000502489 0.000408415 0.000404771 0.000395179 0.000317279 0.000418373 0.00077621 0.000398701 0.000426771 0.000449318 0.000369797 0.000392247 0.000407743 0.000384907 0.000490885 0.000369651 0.000405343 0.000581908 0.000490415 0.000387059 0.000356271 0.000329161 0.000293452 0.00027624 0.000157998 0.000119014 7.07267e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 -0.43320999999999993 0.08592000000000001 -0.059114999999999994 0.084055000000000005 0.14838000000000004 0.045365000000000009 0.081905000000000019 0.078465000000000021 -0.055129999999999992 -0.077774999999999983 -0.012164999999999999 0.24564500000000003 -0.087429999999999994 -0.026509999999999995 -0.056919999999999991 -0.13309499999999996 -0.00099499999999999979 -0.51843499999999987 0.09141500000000001 0.057265000000000003 -0.087184999999999985 0.10467500000000002 0.095270000000000007 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
left_child=-1 -2 -3 -4 5 6 -5 8 10 -10 11 12 -6 -14 -15 -13 17 19 -18 -17 -7 22 -22 -8 -21 -19 -23
right_child=1 2 3 4 7 20 23 -9 9 -11 -12 15 13 14 -16 16 18 25 -20 24 21 26 -24 -25 -26 -27 -28
leaf_value=-0.00081876829398665522 -0.00067274127057970765 -0.00073441833921709476 -0.00072859596428727911 0.00040497395257661919 -0.0002797648005138258 -0.00045156599412127365 -0.00040456479459708171 0.00099994183354243523 0.0001515446997921871 0.0012953894001631306 0.00090133047683827361 0.00067153466080002787 0.0011841660196600311 -0.00038008246618651676 0.00094104683176093645 -0.0007725213646242097 -0.00036286224530542841 -0.00064249428157850483 0.00090085740834489601 -8.9864631541726188e-05 0.00041598661313258455 0.0009854044334216619 -0.00057009829292790058 -0.0013728996054830072 0.00053495983160867873 -0.0012686482458396304 0.00048810661175114923
leaf_weight=0.0013526747048729351 0.0014668315383090649 0.0011398406272516972 0.001049122980041727 0.0012696638198792486 0.0013509058093226223 0.0014269559685544664 0.0010075923973162371 0.0011873385027789665 0.0013628680479236257 0.0012326697771634088 0.0010010393013665233 0.0010058663808658616 0.0013444690000419257 0.0011191429002321814 0.0010070873287144622 0.0011264027086781443 0.0011249406374247428 0.0012117625358587514 0.0011921409023915074 0.0018714197623959069 0.0012714705690086738 0.0010123649420896719 0.0010292459333438586 0.0012368194347467665 0.0012875427017231544 0.0010838537600150744 0.0011528202321073877
leaf_count=491 55 215 278 113 110 26 141 106 68 61 71 33 60 71 80 26 22 89 39 123 17 38 33 685 30 20 20
internal_value=0 3.51745e-05 6.85576e-05 9.91015e-05 0.000129131 -7.79657e-05 -0.000452889 0.000228988 0.000179028 0.000694778 9.39073e-05 3.90188e-05 0.000360147 0.000609221 0.000245669 -0.000117319 -0.000206493 -0.00038036 0.000287323 -8.15709e-05 0.000145611 0.000336423 -2.51472e-05 -0.000938181 0.000164804 -0.000938127 0.000720626
internal_weight=0 0.0325722 0.0311053 0.0299655 0.0289164 0.00940693 0.00351408 0.0195095 0.0183221 0.00259554 0.0157266 0.0147255 0.00482161 0.0034707 0.00212623 0.00990393 0.00889806 0.00658098 0.00231708 0.00428537 0.00589286 0.0044659 0.00230072 0.00224441 0.00315896 0.00229562 0.00216519
internal_count=3121 2630 2575 2360 2082 1073 939 1009 903 129 774 703 321 211 151 382 349 288 61 179 134 108 50 826 153 109 58
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=28
num_cat=0
split_feature=39 3 42 43 40 480 133 1429 453 1456 1213 12 1374 2 14 4 16 0 47 43 0 16 1 2 16 15 16
split_gain=0.000514946 0.000931716 0.000699156 0.000664412 0.000584473 0.000583095 0.000607685 0.000528347 0.000559654 0.000641698 0.000498029 0.000534159 0.000598798 0.000462901 0.000435906 0.000521112 0.000554325 0.000640862 0.000562816 0.0004819 0.000556122 0.000267668 0.00035374 0.000791404 0.000257239 0.000225901 0.000147854
threshold=0.15619500000000003 0.31299000000000005 -0.12995999999999999 0.24789500000000006 -0.013874999999999998 1.0000000180025095e-35 0.09389500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.015429999999999998 -0.094929999999999987 0.094835000000000017 0.076175000000000007 0.27287000000000006 -0.36241499999999999 -0.10607499999999999 0.11635500000000001 -0.084004999999999982 -0.070154999999999981 0.15891500000000003 0.095285000000000022 0.092365000000000017 -0.069144999999999984 -0.077219999999999983 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 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 7 -6 9 -9 -11 -12 -13 -4 15 16 -14 25 19 20 -19 22 23 -21 -15 -18 -17
right_child=-2 -3 3 -5 5 -7 -8 8 -10 10 11 12 14 24 -16 26 17 18 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00088159698744944416 0.00085730328970745921 0.0011266960678123399 -0.0001453100149419925 -0.00095936272265072795 -0.0008561005166301867 -0.0010690994668481368 -0.00087632373447312254 -0.00094431102049757736 -0.00080849949962127909 -0.00063086975616560826 -0.00071957818293824085 -0.00061549861629989948 -0.00042131031322045103 0.00042687080437327674 -0.00039899233407154932 0.00060126283389125615 0.00046892039686402916 -0.00035531561234923223 0.001071159572576873 -0.0012215643539192731 0.00087729571098956436 -0.00071220400494241272 0.0004708312529424052 0.00045416806584112229 0.0013406090758600994 0.0010512160198335701 0.0012524488156220729
leaf_weight=0.0018836944623650256 0.0011829016056701383 0.0011909076389033926 0.001215417784711458 0.0013655153552600821 0.001195795815278621 0.0010070278640893484 0.0014483846416325488 0.0010136088097379139 0.0012803440045443528 0.0013940544881970709 0.0010913783469641549 0.0013663023105294761 0.0018460869129626042 0.0011085305135402068 0.0014704378528449516 0.0012508881619481826 0.0024176907455739638 0.0010032635456864725 0.0010642617071781055 0.0010295684748894696 0.0019556069458577241 0.0014544588037811446 0.0014963165174677329 0.0010127882110184672 0.0011241576304463763 0.0024100716556460936 0.0012759638539527876
leaf_count=147 26 119 115 173 128 231 414 206 55 337 54 45 55 70 39 45 32 143 24 273 33 109 38 52 56 36 66
internal_value=0 -4.46821e-05 -8.32377e-05 -3.93906e-05 -1.24466e-06 -6.25632e-05 -2.69696e-05 1.85444e-05 5.90311e-05 0.00010427 0.000149422 0.000198543 0.000246136 0.000523082 0.000305933 0.000362833 0.000271479 0.000363861 0.000151958 2.89365e-05 0.000459354 -0.000226124 -2.63363e-05 -0.000390582 0.000886938 0.000759609 0.000930087
internal_weight=0 0.0373725 0.0361816 0.0342979 0.0329324 0.0294843 0.0284773 0.0270289 0.0258331 0.0245527 0.0235391 0.0221451 0.0210537 0.00344811 0.0196874 0.018217 0.0156901 0.013844 0.00901626 0.007952 0.00295887 0.00499313 0.00353867 0.00204236 0.00223269 0.00482776 0.00252685
internal_count=3121 3095 2976 2829 2656 2415 2184 1770 1642 1587 1381 1044 990 241 945 906 795 740 672 648 176 472 363 325 126 68 111
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=15
num_cat=0
split_feature=41 12 150 2 484 160 150 1 15 0 16 4 151 13
split_gain=9.98643e-05 0.000135343 0.000235443 0.000274823 0.000121705 0.000149593 0.00019842 0.000165183 0.000212675 0.000257269 0.000257359 0.000241232 0.000218344 0.000159301
threshold=0.07831500000000001 0.12757000000000002 0.11456000000000001 -1.0000000180025095e-35 -0.0068949999999999992 0.090980000000000019 0.081835000000000019 0.13146500000000003 -0.0088349999999999974 -0.10836499999999999 1.0000000180025095e-35 -0.42529999999999996 -1.0000000180025095e-35 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 12 -10 -11 -12 -6 -14
right_child=-2 -3 -4 4 5 -7 -8 -9 9 10 11 -13 13 -15
leaf_value=0.0024210992428279382 -0.0013549139438039464 0.0019167174263432867 -0.0018648607683914617 -0.001763812859473196 -0.0031979125142059125 -0.0015208055036817166 0.0022340011494618294 0.0015939423596379816 0.0025672392950454696 -0.0020273022824585495 -0.00077315027116851506 0.0026416894479938274 -0.0018009698147546441 0.00070985754911971199
leaf_weight=0.0013751219945646849 0.0013938809064433224 0.0010545005182389646 0.001694388422752712 0.0010260549188337168 0.0010357275845754854 0.0013792760681149993 0.0012917235028999672 0.0016170663996954169 0.0012316114332482381 0.0013320774238765459 0.0011766252740361693 0.0010907619322343409 0.0012287891559983333 0.001580992585356435
leaf_count=160 151 89 112 460 103 150 181 99 67 852 121 89 287 200
internal_value=0 9.80802e-05 -1.43306e-05 0.000189727 -2.95905e-05 0.00010766 0.000301534 5.9034e-05 -0.000227029 0.000503628 -0.000202468 0.000869612 -0.00114495 -0.000388191
internal_weight=0 0.0181147 0.0170602 0.0153658 0.0139907 0.0129647 0.0115854 0.0102937 0.00867659 0.00483108 0.00359946 0.00226739 0.00384551 0.00280978
internal_count=3121 2970 2881 2769 2609 2149 1999 1818 1719 1129 1062 210 590 487
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=27
num_cat=0
split_feature=1213 1429 160 13 1374 1374 14 150 484 160 42 151 49 150 43 13 4 3 15 160 1 2 42 3 4 0
split_gain=0.000655671 0.000613099 0.000499392 0.000475429 0.000508327 0.000468551 0.000488568 0.000522507 0.000849926 0.000481631 0.000654748 0.000656204 0.0006327 0.00047011 0.000483587 0.000590133 0.000456374 0.000437732 0.000656114 0.000431335 0.000430626 0.000513873 0.000354117 0.00031117 0.000279629 5.68905e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40698999999999991 -0.53104499999999988 0.089935000000000015 -0.094929999999999987 0.076975000000000002 0.094365000000000018 -0.0068949999999999992 -0.027994999999999996 -1.0000000180025095e-35 -0.090369999999999992 0.093655000000000002 1.0000000180025095e-35 -0.072864999999999985 -0.47860499999999995 0.24564500000000003 -0.077774999999999983 0.040760000000000005 -0.090969999999999981 0.11146500000000002 0.09580000000000001 0.075730000000000006 0.088060000000000013 -0.080924999999999983 -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
left_child=-1 -2 -3 -4 5 -5 7 8 -7 19 20 -12 13 14 17 -16 23 18 -13 -10 21 -11 -9 24 -17 -21
right_child=1 2 3 4 -6 6 -8 22 9 10 11 12 -14 -15 15 16 -18 -19 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=-0.00084242097841945535 -0.0008974685726505663 -0.00081765380948502762 -0.00070988313767011979 -0.00057850441111864008 -0.00081010319163530491 -0.00073956020693694794 -0.00051428314605637699 0.0011161529495431301 0.00015283508173322287 -0.0013460823631314563 -0.00062451367087520569 -0.00035381623672014041 0.0011773792413982023 0.0010280512690847049 0.00088365038372072299 0.0002758902346138643 0.00041806404265199511 0.0010997089921886837 0.00097418824234308556 0.00086942231164635359 0.00018502175366001312 -3.3606613601105367e-05 0.00015131470055296614 -0.00098371654537502871 -0.0005614964507399731 0.0013200282681766278
leaf_weight=0.00167266100242247 0.0012719097567437379 0.0011496599108867791 0.0013094476606951835 0.0015228014865975572 0.0010345120216630468 0.0017435799224941309 0.0016925248546622021 0.0018863152207870817 0.0015438219870347325 0.0011734229048038216 0.0013430533021363553 0.0016048846494882696 0.0015294602759207141 0.0012929918746262823 0.0010346910042429132 0.0012713121425846838 0.0015025417709937372 0.0015370142284889532 0.0011618816555980516 0.0010061091201336581 0.0015600757638161156 0.0010017782340865367 0.001085771021795523 0.0013330964530950951 0.0016731723490002277 0.001024350291392028
leaf_count=491 154 202 35 55 54 403 66 76 129 321 71 80 77 79 21 92 69 65 28 70 27 127 88 33 166 42
internal_value=0 2.00039e-05 5.43073e-05 8.48062e-05 0.000117779 0.000149226 0.000187437 0.000230927 0.000165867 0.00023574 0.000150551 0.000274005 0.000360567 0.000259912 0.000170585 -5.24832e-05 -0.000220059 0.000523801 0.000203869 0.000689049 -0.000354604 -0.000741628 0.000763675 -0.000444206 -0.000199946 0.00109675
internal_weight=0 0.0352902 0.0340183 0.0328686 0.0315592 0.0305247 0.0290018 0.0273093 0.0243372 0.0225937 0.0190194 0.0152841 0.013941 0.0124116 0.0111186 0.00681481 0.00578012 0.00430378 0.00276677 0.00357428 0.00373528 0.0021752 0.00297209 0.00427758 0.00294448 0.00203046
internal_count=3121 2630 2476 2274 2239 2185 2130 2064 1900 1497 1256 781 710 633 554 381 360 173 108 241 475 448 164 291 258 112
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=29
num_cat=0
split_feature=457 457 447 1213 160 13 13 1374 0 484 2 2 12 41 1 150 3 133 15 43 3 43 3 0 15 13 13 42
split_gain=0.00059747 0.00072736 0.000731736 0.00058463 0.000532248 0.00054212 0.000670028 0.000493345 0.000674776 0.000614596 0.00056966 0.000508907 0.000576516 0.000537481 0.00048637 0.000994888 0.000445723 0.000475344 0.0004108 0.000374052 0.000394579 0.000384498 0.000775253 0.000584301 0.000434549 0.000156862 0.000140274 4.79377e-05
threshold=-0.15747999999999998 -0.0029299999999999994 0.089095000000000021 -0.080769999999999995 -0.40698999999999991 -0.53104499999999988 -0.23438999999999996 -0.094929999999999987 -0.23001499999999997 -1.0000000180025095e-35 0.11177500000000001 0.113445 0.090020000000000017 0.075585000000000013 0.13686500000000004 0.10124000000000001 0.092670000000000016 0.088820000000000024 -0.069954999999999989 0.08845500000000002 -0.12018999999999998 -0.074359999999999996 -0.077774999999999983 -0.10151999999999999 0.083935000000000023 0.073000000000000023 -0.47860499999999995 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
left_child=-1 -2 3 -3 -5 -6 26 -8 10 -10 -9 13 18 14 15 16 17 19 -13 20 25 22 24 -23 -22 -11 -7 -24
right_child=1 2 -4 4 5 6 7 8 9 11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 23 27 -25 -26 -27 -28 -29
leaf_value=0.0010391952406465512 -0.00098629456600925051 -0.0011479555745967562 0.001073056981027945 -0.00097488626283517192 -0.00083331466159666833 0.0010488385116328772 -0.00084619985592484311 0.0012325817806394265 -0.0010071448898358948 0.0012098781165438353 -0.00010855319584482434 0.0014797888374874508 -0.00031504352652055663 -0.0010971532938918529 0.00070442220882854258 -0.0015120362203856171 -0.00095894557501759918 -0.00073205452186016738 0.00023377620633330539 -0.00058404719572493482 -0.00065358274540394364 0.00019963345230903588 0.00078203312395687548 -0.0011729025724839769 0.00051149818344917446 0.00046766175049312757 0.00042464931537940942 0.0012266926927781826
leaf_weight=0.0011756612061493135 0.0018458841393094163 0.0010866246221465916 0.0013763161347473121 0.0012894975923197763 0.0016381969249081854 0.0014896753912045924 0.0015485248817554967 0.0018506630848342731 0.0014526054647549516 0.0010482834480853758 0.0011991422123855955 0.0014158629731242378 0.0012574264639573229 0.0011454119564504586 0.0018745727091739042 0.0010864390474765164 0.0010567777229937301 0.001540130589573697 0.0010653103121001086 0.0013767444039916041 0.0017602343676550447 0.0017825577419436824 0.0010806110555785491 0.0011871910696434063 0.0012633959966095176 0.0017402362825080786 0.0018599709405071599 0.0011496378841266974
leaf_count=38 214 321 84 202 31 41 45 38 368 23 17 102 141 72 29 41 44 339 28 121 116 49 76 298 47 93 68 35
internal_value=0 -5.73298e-05 -1.17512e-05 -5.29433e-05 -1.91009e-05 1.72881e-05 6.05209e-05 -1.39046e-05 3.32479e-05 -5.11522e-05 0.000705266 9.67261e-06 0.000521072 -9.04685e-05 -2.62193e-05 -0.000111437 -9.89655e-06 6.21066e-05 0.000944804 0.000160833 0.000253958 8.68827e-05 0.000333295 -0.000349054 -0.000166764 0.000746682 0.000702243 0.00101124
internal_weight=0 0.0394679 0.037622 0.0362457 0.0351591 0.0338696 0.0322314 0.0288818 0.0273332 0.0242834 0.00304981 0.0228308 0.0037386 0.0190922 0.0179468 0.0160722 0.0149858 0.013929 0.00248117 0.0123889 0.0110121 0.00822363 0.00525388 0.00296975 0.00302363 0.00278852 0.00334965 0.00223025
internal_count=3121 3083 2869 2785 2464 2262 2231 2122 2077 2022 55 1654 271 1383 1311 1282 1241 1197 130 858 737 621 274 347 163 116 109 111
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=16
num_cat=0
split_feature=2 376 4 160 4 43 0 457 49 13 4 52 15 1 4
split_gain=0.000111374 0.000106524 0.000174743 0.000159439 0.000182019 0.00024022 0.000268855 0.000228921 0.000202924 0.000200831 0.000180855 0.000210136 0.000200995 0.000152656 0.000142625
threshold=0.14753000000000002 0.088470000000000007 -0.49405499999999997 -0.10151499999999998 -0.39518999999999993 0.084740000000000024 1.0000000180025095e-35 -0.0029299999999999994 0.005085000000000001 -0.084034999999999985 -0.033174999999999989 -0.081429999999999989 -0.11713499999999999 0.092845000000000025 0.053180000000000012
decision_type=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 13 -11 -12 -13 -9 -14
right_child=-2 -3 3 4 5 -7 -8 8 -10 10 11 12 14 -15 -16
leaf_value=-0.0021671177445655911 0.0016598806526384432 0.0014591197379186485 -0.0020440369907549208 0.0021545899814491036 -0.0023691114477342205 -0.0018136432840945241 0.0023281458350262593 0.0004300375452810739 -0.001552374687663779 -0.0016951355284547114 0.0019004705267543062 -0.0022172989808651716 -0.00056180135670183746 0.0032306531137053793 0.0018577241939118606
leaf_weight=0.001105067468814446 0.0010000347446265647 0.0010901917144907061 0.0010015971336880527 0.0010258901101281 0.0010496910755809505 0.0018372384125951444 0.0013563850107610473 0.0010057187736731707 0.0015692869670491114 0.0013020808396478284 0.0017395744462338492 0.0010051683881115714 0.0014862952264954616 0.0010423918670997567 0.0011262835774779045
leaf_count=150 142 51 380 48 189 249 67 278 403 702 129 56 99 96 82
internal_value=0 -9.66094e-05 -0.000192688 -6.08333e-05 6.69404e-05 -8.05584e-05 0.000170496 -8.78899e-05 0.000145118 0.000451044 1.91262e-05 0.000435772 -0.00026852 0.00185542 0.000481257
internal_weight=0 0.0187429 0.0176527 0.0165476 0.015546 0.0145201 0.0126829 0.0113265 0.0102768 0.00870751 0.0066594 0.00535732 0.00361775 0.00204811 0.00261258
internal_count=3121 2979 2928 2778 2398 2350 2101 2034 1845 1442 1068 366 237 374 181
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=16
num_cat=0
split_feature=52 376 47 2 3 52 4 12 3 3 457 12 43 13 4
split_gain=0.00011923 0.000140799 0.000163915 0.000194454 0.000260265 0.000187219 0.000137461 0.00019352 0.000229523 0.000178018 0.000302892 0.000191811 0.000209323 0.000122655 7.50195e-05
threshold=-0.24456499999999998 0.048375000000000008 0.11596500000000001 0.11474000000000002 0.12178000000000001 0.11434500000000002 0.181285 1.0000000180025095e-35 -0.13309499999999996 0.090900000000000009 0.045365000000000009 0.084100000000000022 -0.072534999999999988 -0.017449999999999997 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 -8 -9 11 -11 12 -2 -13 -14
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 -12 13 14 -15 -16
leaf_value=-0.0011287338512746973 0.0014883154325858949 0.0013826481781785368 -0.0017309081101304037 0.0025009205586969136 -0.00027302775146786326 -0.0017385156050836773 -0.00052916561943866438 0.00017278080103314485 0.0031867769533387774 -0.0007798966779043457 0.0024804939228531366 -0.0028746624040976642 -7.0575753566204535e-05 -0.00071190955480518925 -0.0016845529133146988
leaf_weight=0.0017186262773226926 0.0011580234023527147 0.0015624629190402186 0.0010449639507512645 0.0014185348025635989 0.0012847425022302073 0.0013047317779024551 0.0013048510742492145 0.0010085046015859689 0.0010059040766590144 0.0011889981142632067 0.0010872656368832168 0.001025595295154752 0.0012058632180085294 0.0010658009984871597 0.0010955011069191389
leaf_count=364 151 162 86 214 100 373 95 34 37 58 25 718 112 521 71
internal_value=0 0.000102759 -2.06901e-05 9.72377e-05 0.00118259 -0.000138406 4.88947e-05 0.000810229 0.00167783 -0.000273968 0.000777441 -0.00070513 -5.98459e-05 -0.0017725 -0.000838865
internal_weight=0 0.0177617 0.0161993 0.0151543 0.00270328 0.012451 0.0111463 0.00331926 0.00201441 0.00782705 0.00227626 0.00555078 0.00345939 0.0020914 0.00230136
internal_count=3121 2757 2595 2509 314 2195 1822 166 71 1656 83 1573 334 1239 183
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=30
num_cat=0
split_feature=31 146 147 1456 457 457 1213 11 1374 150 1 13 13 0 48 3 12 1 12 15 13 43 0 1 1 3 2 0 15
split_gain=0.00106772 0.000714916 0.00122883 0.000747253 0.000556303 0.000761692 0.000573475 0.000625104 0.000625721 0.000824569 0.00102594 0.000518237 0.000674813 0.000540782 0.000759489 0.000533952 0.000689735 0.000496015 0.000667117 0.000847589 0.00050999 0.000476503 0.000830857 0.000436716 0.000375608 0.00026498 0.000308691 0.000195143 0.000127662
threshold=-1.0000000180025095e-35 0.12035500000000002 0.089025000000000007 -1.0000000180025095e-35 -0.15747999999999998 -0.0029299999999999994 -0.080769999999999995 0.087830000000000005 -0.094929999999999987 0.081835000000000019 0.086105000000000015 -0.53104499999999988 -0.47860499999999995 -0.075359999999999996 0.093265000000000015 0.076840000000000006 0.092355000000000007 0.10089500000000001 0.084225000000000008 -0.008624999999999999 -0.084154999999999994 -0.11720999999999999 0.15398500000000004 0.11249000000000002 0.12408500000000001 0.12178000000000001 0.10252500000000002 -0.019414999999999998 -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
left_child=-1 2 3 -2 -5 -6 -7 8 -8 11 -11 -10 -13 17 15 16 21 18 19 -14 -19 -15 27 -9 -4 26 -22 -23 -12
right_child=1 -3 24 4 5 6 7 23 9 10 28 12 13 14 -16 -17 -18 20 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0015161013065270767 -0.0011916237081829647 -0.0012990673563530526 0.00045298650057238628 0.00097747583331687015 -0.0010573545880183128 -0.0011127107570389808 -0.00079345641427202153 -0.0013652994872191248 -0.00081604782626997819 -0.0003824735468924734 0.0014717505247561285 0.00098866564301856559 -0.0013671009707197717 0.0011221885382231048 0.0012230713036527428 -0.00065235581674089255 -0.00053532390887220903 0.0007093169626663288 -0.0015158189253193404 0.00035067932023168157 -0.00047872696026183859 0.00027104485719466303 -0.00082345856222451022 -5.4071512785114837e-05 0.0015161715526213189 -0.00075003226240492838 0.00053823922173165998 0.0011389670771727598 0.000825198353352563
leaf_weight=0.0010191210236554218 0.0013825076675468275 0.0010335331244277759 0.001878348323824496 0.0011577497020507357 0.0017776913848439593 0.001107462412217596 0.0018813015934995283 0.0012598800317498151 0.0016595816538895738 0.0013308470598847313 0.0018051655283972678 0.001670675838879805 0.0010064896499377696 0.0019454923420312298 0.0015074186619075123 0.0019053059717970555 0.0019249566227854675 0.001754287620212569 0.0013915853669038691 0.0019166856708299103 0.0013799969000007906 0.0011686385880506078 0.0012241354126700799 0.0010871411328139402 0.0012861956851395462 0.0015967764131801232 0.0013631083317497961 0.0012128914896929605 0.0011477347873025678
leaf_count=86 286 4 89 34 184 290 46 76 30 70 54 33 86 21 57 68 315 51 797 87 23 76 13 36 25 23 45 44 72
internal_value=0 -5.37496e-05 -2.29066e-05 -9.74149e-05 -5.67309e-05 -8.99674e-05 -3.97531e-05 -3.89745e-06 5.35749e-05 0.000108692 0.000722463 1.93346e-06 6.10366e-05 -1.17301e-05 0.000224418 6.39529e-05 0.000246506 -0.000258766 -0.000652 -0.000240776 1.96497e-05 0.000517618 0.000191413 -0.000757938 0.000885107 -0.000259131 2.66255e-05 0.00071307 0.00122045
internal_weight=0 0.0427636 0.0417301 0.0385655 0.037183 0.0360253 0.0342476 0.0331401 0.0307931 0.0289118 0.00428375 0.024628 0.0229684 0.0212978 0.0108888 0.00938142 0.00747611 0.0104089 0.00431476 0.00292318 0.00609417 0.00555116 0.00360567 0.00234702 0.00316454 0.00433988 0.00274311 0.00238153 0.0029529
internal_count=3121 3035 3031 2917 2631 2597 2413 2123 2011 1965 196 1769 1739 1706 594 537 469 1112 970 173 142 154 133 112 114 91 68 120 126
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=26
num_cat=0
split_feature=1213 1429 1374 1375 13 13 160 1374 14 150 484 157 49 49 43 48 0 43 2 1 4 52 15 16 0
split_gain=0.000538282 0.000468643 0.000411398 0.000442891 0.000383441 0.00048743 0.00036964 0.000359717 0.000313063 0.000409342 0.000476966 0.000482381 0.000509504 0.000396861 0.000390457 0.000685241 0.000809059 0.000677278 0.000558532 0.000359128 0.00055297 0.000328827 0.000289856 0.000238354 0.000169024
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -0.53104499999999988 -0.47860499999999995 -0.40698999999999991 0.084595000000000017 0.076975000000000002 0.094365000000000018 -0.0068949999999999992 -0.073574999999999988 0.093655000000000002 0.14233500000000002 -0.072864999999999985 0.085845000000000019 -0.14116499999999996 -0.090299999999999991 0.096540000000000015 0.095285000000000022 -0.15289999999999995 0.024145000000000003 -0.036009999999999993 -0.056919999999999991 -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
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 10 -8 -12 14 -14 17 16 -16 18 21 20 -18 -13 -11 -21 -19
right_child=1 2 3 4 5 6 7 -9 -10 22 11 12 13 -15 15 -17 19 24 -20 23 -22 -23 -24 -25 -26
leaf_value=-0.00087709210995215231 -0.00095559705463077829 -0.00070044909572520068 0.001058618041479061 -0.00071618324262515424 0.00098523627987022466 -0.00076932667254007612 -0.00072598419105829955 -0.00076682193161827839 -0.00053889674839299533 0.0012386638139736915 0.00090685914701437082 -6.4439740610841884e-05 0.001195728829170882 -1.1719853421095531e-05 0.0008626501528285034 -0.0012636837690856648 -6.1203423031067848e-05 0.00041258987486762956 0.00057936047034274187 0.00060167829456755136 -0.0014861785404551011 -0.0010255323199418417 0.00016966441729809742 -0.00035141611979091049 0.0011978401666851862
leaf_weight=0.0015366233812811872 0.0010470850633351727 0.0015174260624917215 0.001012677202996525 0.0013443641755994653 0.0012989203973514619 0.0011547571972060347 0.0014267516229019275 0.0010378269207023108 0.0014689956820772556 0.0012708130650658234 0.0017567857568372416 0.0019615529914265295 0.001499216595180152 0.0010034446776885364 0.0015956602459485823 0.0012332598165460951 0.0012192192256179511 0.0010524711987791591 0.0018085077583078757 0.0010018208046924659 0.0011866989913115484 0.0013118843306543226 0.001001573925652365 0.0013743234309675501 0.0014247625133686458
leaf_count=491 154 55 56 35 49 200 383 59 65 73 129 91 158 52 49 67 22 91 63 68 407 60 62 76 106
internal_value=0 2.26717e-05 5.47184e-05 9.23555e-05 5.91108e-05 9.62167e-05 5.31129e-05 9.01598e-05 0.000126318 0.000168568 0.000103312 0.000164209 9.03853e-05 0.000711601 -1.20983e-05 -0.000249693 -5.36173e-05 0.000227124 -8.34334e-05 -0.000359354 -0.00076406 -0.000449614 0.000767493 5.04239e-05 0.000864221
internal_weight=0 0.0330108 0.0319637 0.0304463 0.0294336 0.0280892 0.0267903 0.0256356 0.0245977 0.0231287 0.0208564 0.0194296 0.0176728 0.00250266 0.0151702 0.00761098 0.00637772 0.00755918 0.00508195 0.00478206 0.00240592 0.00327344 0.00227239 0.00237614 0.00247723
internal_count=3121 2630 2476 2421 2365 2330 2281 2081 2022 1957 1822 1439 1310 210 1100 689 622 411 214 573 429 151 135 144 197
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=16
num_cat=0
split_feature=14 147 11 3 2 13 1 133 2 12 42 49 15 16 15
split_gain=0.000137958 0.000151871 0.000164839 0.000173203 0.000357788 0.000151628 0.000294351 0.00022466 0.000175288 0.000219003 0.000244866 0.000234479 0.000223194 0.000110347 8.33685e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.087830000000000005 -0.12018999999999998 0.10855000000000002 -0.083364999999999981 0.090475000000000014 0.083950000000000011 0.11215000000000001 0.051320000000000005 0.091295000000000015 -0.065034999999999996 -0.095869999999999983 0.0057500000000000008 -0.077219999999999983
decision_type=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 9 11 -11 -7 -13 -14 -10
right_child=-2 -3 -4 5 -6 8 -8 -9 14 10 -12 12 13 -15 -16
leaf_value=-0.00015707670031497769 -0.001752800248288355 0.0014469055778865423 -0.0018786574825422435 -0.002141686652786288 0.0035015771694843507 -0.0013670603458670019 0.0020271671928241901 0.00095752300600431038 -0.00079176434647300201 -0.0031358860971434969 0.00024314078214065759 -0.00048411591900095587 0.0032834866825101972 0.0010124610463500573 -0.0027860986109513224
leaf_weight=0.0017665255610337339 0.001041907137462327 0.0018103312887962622 0.0011245198070675136 0.0011383701648377239 0.0010269741319435255 0.0012607341908579262 0.0019188776178525324 0.0011348029954992289 0.0010064488914232894 0.0010614232490699718 0.0010235287873576748 0.0012925342933292339 0.0010181874772083946 0.0010620765241373675 0.001030954063520606
leaf_count=107 101 167 106 330 43 87 230 280 135 816 336 114 49 72 148
internal_value=0 9.01797e-05 -5.54463e-05 7.47982e-05 0.00118795 -0.000165364 0.00060554 -0.000594514 -0.000534448 -0.000150385 -0.00147708 0.000446588 0.00112452 0.00212402 -0.00180093
internal_weight=0 0.0186763 0.016866 0.0157414 0.0027935 0.0129479 0.00419205 0.00227317 0.00875589 0.00671848 0.00208495 0.00463353 0.0033728 0.00208026 0.0020374
internal_count=3121 3020 2853 2747 150 2597 840 610 1757 1474 1152 322 235 121 283
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=15
num_cat=0
split_feature=14 1 0 157 16 0 12 49 15 2 1 42 3 52
split_gain=0.0001133 0.000134328 0.00023492 0.00018105 0.000241638 0.000284958 0.000272025 0.000228388 0.000221517 0.000206365 0.000140939 0.000118599 0.000123245 3.55663e-05
threshold=0.076175000000000007 0.077565000000000009 -0.084044999999999995 -0.073574999999999988 -0.056919999999999991 -0.18901999999999997 -0.010834999999999999 -0.043469999999999995 -0.055554999999999993 0.11448000000000001 0.10638500000000002 0.084145000000000011 -0.12018999999999998 0.092650000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -6 -5 -8 10 -7 12 -4 -14
right_child=-2 3 11 4 6 9 8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0023450358961689434 -0.001505625458675563 0.0018517765057891441 0.0016774781435747994 0.0007137704950809391 0.0011242720259078492 0.0017974280977474629 -0.0030870539902624256 -0.0020815393767238516 -0.00049650883672294863 0.0030065174461724026 -9.3064237118082997e-05 -0.0012934435806855418 -0.00085897727189259028 0.00036587738941970446
leaf_weight=0.001201110706028968 0.0010293930452756053 0.0015052150668706252 0.0011239149240012108 0.0013462887680475433 0.0012006464469913602 0.001556716118237933 0.0011555043412521115 0.0011862602367855865 0.0018560663999785945 0.0011933135070404943 0.0018762258124866704 0.0011611274737325095 0.0010072099878524225 0.0010391533121597574
leaf_count=795 101 195 37 49 122 291 116 62 256 168 147 384 289 109
internal_value=0 7.78586e-05 -0.00052745 0.000337941 0.00013755 0.000656938 -0.000745167 -0.000595568 -0.00149047 0.0013426 0.000764206 -2.34284e-05 0.00044172 -0.00023699
internal_weight=0 0.0184088 0.00553252 0.0128762 0.011371 0.0071588 0.00421222 0.00253255 0.00301157 0.00462626 0.00343294 0.00433141 0.00317028 0.00204636
internal_count=3121 3020 1614 1406 1211 717 494 111 372 606 438 819 435 398
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=15
num_cat=0
split_feature=4 11 4 2 133 160 43 3 16 12 2 1 3 3
split_gain=0.000109868 0.000148851 0.000141136 0.000194456 0.00014892 0.000151428 0.000163888 0.000321934 0.000255521 0.000137365 0.000129327 0.000119064 0.000114103 0.000200705
threshold=0.27287000000000006 1.0000000180025095e-35 0.098655000000000007 0.10912000000000001 -0.080849999999999991 -0.075414999999999982 -0.074359999999999996 -0.077774999999999983 0.054560000000000004 0.092200000000000018 0.13712500000000002 0.086560000000000012 -0.14989499999999997 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 11 -4 -5 -8 -2 -14
right_child=12 -3 9 10 5 6 8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.001565790925162031 -0.00060002332467142959 -0.0019201413286098945 -0.0019276682030460177 0.0020500127234417964 -0.0019271405844684586 -0.00081404473911463309 0.0011964432404353684 0.0027842622384433471 -0.0027160277430252318 0.00024748296568787346 -2.9384989136110728e-05 -0.00076502052066869668 0.0024677014829772182 -0.00021882982177629336
leaf_weight=0.00100368523811817 0.0010536400001441848 0.0010734995397958533 0.0016423009843014045 0.0018174162943650771 0.001285316287218426 0.0012092189162478673 0.0012160652748324733 0.0011170513660614407 0.0010744131667690116 0.0011547631174855244 0.0011345346659110689 0.0017814330205743745 0.0014710161372397381 0.0011627232351608674
leaf_count=379 58 187 118 226 455 420 384 119 116 70 96 199 178 116
internal_value=0 -0.000184049 -5.49503e-05 0.000179288 -0.000184828 -0.000413509 -0.000109439 0.000913826 -0.000694027 -0.00102966 0.00125083 3.07324e-05 0.000743992 0.00128167
internal_weight=0 0.0155097 0.0144362 0.0116391 0.00868718 0.0076835 0.00639818 0.00232627 0.00407191 0.00279706 0.00295195 0.0029975 0.00368738 0.00263374
internal_count=3121 2769 2582 2394 2072 1693 1238 539 699 188 322 583 352 294
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=27
num_cat=0
split_feature=1456 1374 1213 43 1456 42 40 133 133 160 151 457 4 50 3 4 0 132 13 15 43 4 16 15 16 42
split_gain=0.000421905 0.000424511 0.000432419 0.000421681 0.000437026 0.000381987 0.000572642 0.000564914 0.000455347 0.000397871 0.000607666 0.000481333 0.000386366 0.000339053 0.000399895 0.000412606 0.000381691 0.000325479 0.000358175 0.000294794 0.000384413 0.000439344 0.000743893 0.000222056 0.000168943 7.22329e-05
threshold=1.0000000180025095e-35 -0.094929999999999987 -0.080769999999999995 0.24789500000000006 -1.0000000180025095e-35 -0.0060199999999999993 -0.0067649999999999993 0.09389500000000002 -0.032969999999999992 -0.098904999999999979 -0.083274999999999988 0.087855000000000003 0.0061450000000000003 0.077805000000000013 0.088060000000000013 -0.062539999999999984 -0.16360999999999995 0.0087150000000000023 0.24813000000000004 0.040760000000000005 -0.076124999999999984 0.076415000000000025 -0.52595999999999987 -0.010414999999999999 -0.093244999999999981 -0.22961999999999996
decision_type=2 2 2 2 2 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 -4 17 24 8 -8 -10 12 13 -11 14 19 -16 -17 18 -6 20 -12 23 -23 -22 -7 -20
right_child=-2 2 3 -5 5 6 7 -9 9 10 11 -13 -14 -15 15 16 -18 -19 25 -21 21 22 -24 -25 -26 -27
leaf_value=-0.000971048061574107 -0.001130548839302515 -0.0011836946788111879 -0.00091534358430267037 -0.00091148434131063509 -0.0013484511084454662 0.00037235663789265565 0.00088992829541408199 -0.0010705116030323982 -0.00085164342413845268 -6.545551253959764e-05 -0.00062308218909860533 0.0011264182831520794 -0.001375377279178321 0.00095386931597209645 -0.0011269651390794044 -0.00048205043217187699 0.00070726656050861968 0.00034133050778634914 -0.00058805046834936538 0.00078896155942311127 0.00021134098070731892 -0.00012944166522289399 0.0016016683269374791 -0.00074866010606674616 0.0012479690787796324 1.5706688591015901e-05
leaf_weight=0.0017093847164986178 0.0012792769594898159 0.0010119264803434272 0.0015095928166717057 0.0016326982177641272 0.0013390584188721624 0.0011170131160916363 0.0014996350772508152 0.00126611056412984 0.00141393782480037 0.0011493586861859298 0.0016602960409803922 0.0012087938037055332 0.0011814534625926854 0.0010362178908147621 0.0013719466457473573 0.0019951053796489759 0.0010740553730466127 0.0010040047694181986 0.0010016510699006886 0.0017557408225599147 0.0014302490793909259 0.001283618813502585 0.0012854592669704346 0.0011051019097649889 0.0011644895880311692 0.0010503178392360368
leaf_count=55 276 312 253 181 325 108 135 244 140 82 144 41 39 63 43 37 45 146 16 76 30 15 40 91 131 53
internal_value=0 -0.000189712 -0.000148677 -0.000115465 -7.20029e-05 -2.71653e-05 5.26764e-05 -2.78589e-05 3.66913e-05 -3.08261e-05 3.53516e-05 0.000152575 -0.000729435 6.84782e-05 -2.30471e-06 -0.000393648 -6.5848e-05 -0.000463132 -0.000701315 0.000201675 4.9248e-05 0.000267934 0.000736733 -0.000207102 0.000819273 -0.000279012
internal_weight=0 0.0342572 0.0325478 0.0315359 0.0299032 0.0283936 0.0239986 0.0217171 0.020451 0.0189513 0.0175374 0.0152066 0.00233081 0.0139978 0.0129616 0.00444111 0.00306916 0.00439503 0.00339103 0.00852047 0.00676473 0.00510443 0.00256908 0.00253535 0.0022815 0.00205197
internal_count=3121 2845 2790 2478 2297 2044 1504 1265 1021 886 746 625 121 584 521 125 82 540 394 396 320 176 55 121 239 69
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=15
num_cat=0
split_feature=52 1 12 1 48 42 43 52 159 4 3 15 1 1
split_gain=0.000110933 0.000131523 0.000158687 0.000161485 0.000170385 0.000167093 0.000216249 0.000168894 0.000159779 0.000202804 0.000225256 0.00027992 0.000243904 0.000136719
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 0.11323000000000001 0.091635000000000008 -1.0000000180025095e-35 -0.16318499999999997 0.10898500000000001 0.091005000000000016 -0.083854999999999985 0.090900000000000009 -0.033689999999999991 0.094385000000000011 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -8 11 12 -11 -12
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 13 -13 -14 -15
leaf_value=-0.0016933213675208595 -0.0018633668579809055 0.0014759927521804592 -0.0017493074376363985 0.0025050446627256765 -0.00035274807451796716 0.0023810931982465736 0.0019282530829967891 -0.0020626646511285613 -0.001847983730669621 -0.0016278035066494699 0.0024800836194528017 -0.0026681135472090751 0.0019132474107097777 -0.00019462282462009691
leaf_weight=0.0010640385186083115 0.0014357175973843958 0.001735530162176562 0.0014570520429750258 0.0014619321402230554 0.0010002586910529132 0.0010449026122145719 0.0017862774189222894 0.001183154751641353 0.0010701880715327239 0.0010207311622843227 0.0011733189573419622 0.0015331371320415881 0.0012103278557207275 0.0010143690872155275
leaf_count=324 715 162 108 165 77 42 121 339 150 222 37 514 98 47
internal_value=0 7.9285e-05 -6.85994e-05 9.53772e-05 0.00134407 -0.000151135 7.16081e-05 -0.000169916 8.4322e-05 0.00035156 -0.000121637 -0.000912938 0.000293182 0.0012399
internal_weight=0 0.0181269 0.0163914 0.0149343 0.00246219 0.0124721 0.0110364 0.0099915 0.00880835 0.00773816 0.00595188 0.0037642 0.00223106 0.00218769
internal_count=3121 2797 2635 2527 242 2285 1570 1528 1189 1039 918 834 320 84
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=15
num_cat=0
split_feature=4 151 15 42 43 16 42 13 15 16 12 48 2 15
split_gain=9.67161e-05 0.000144328 0.000204738 0.000164151 0.000306707 0.000212998 0.000205025 0.000188945 0.000151934 0.000254072 0.000124857 0.000123315 0.000166973 6.56971e-05
threshold=0.24564500000000003 -0.086944999999999981 -0.095869999999999983 -0.095284999999999995 -0.20207499999999998 0.22339500000000004 0.085505000000000012 -0.0090849999999999976 -0.074054999999999996 -0.0064149999999999997 0.084100000000000022 -0.032929999999999994 0.113445 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 10 -9 -10 -6 -2 13 -13
right_child=11 2 3 4 5 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.0013681108251024613 0.0020898403112071546 -0.0021078718446928659 -0.001891921402990149 0.0022309557971804937 0.002874347199629773 -0.0017760236035069463 -0.0018672339490468492 0.0012612093216770026 -0.0024384263581937703 0.00074077409371321983 0.00055549668284572294 -0.0015575212952356093 0.0015029247414378518 8.730517955916847e-05
leaf_weight=0.0012603156789356426 0.0010374060196243207 0.0014744937654157528 0.0011841781290004025 0.0013543549461765289 0.0010074676028317712 0.001848216714007811 0.0010794933809826351 0.0011254819369024005 0.0012845110674893634 0.0011644050942409808 0.001282212779699532 0.0010340515352488533 0.0014396873005630972 0.0013739329032261818
leaf_count=220 65 232 195 80 148 347 749 77 259 79 309 76 189 96
internal_value=0 -0.000223452 -0.000380102 -0.000155255 4.74351e-05 -0.000288931 0.000106898 0.000470308 -0.000237846 -0.000926787 0.0015758 0.000581597 0.000174946 -0.000619026
internal_weight=0 0.0140651 0.0128048 0.0113303 0.0101461 0.00879179 0.00694357 0.00586408 0.0035744 0.00244892 0.00228968 0.00488508 0.00384767 0.00240798
internal_count=3121 2695 2475 2243 2048 1968 1621 872 415 338 457 426 361 172
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=14
num_cat=0
split_feature=1 0 3 51 2 11 0 43 48 1 42 3 4
split_gain=9.28304e-05 0.000198076 0.000128603 0.00019582 0.00019329 0.000449094 0.000212144 0.000206744 0.000137913 0.000189681 0.00012296 9.81056e-05 1.55946e-06
threshold=0.077565000000000009 -0.084044999999999995 0.076840000000000006 -0.076794999999999988 0.082850000000000021 1.0000000180025095e-35 -0.033209999999999996 -0.074359999999999996 0.086035000000000014 0.10587000000000001 0.084145000000000011 -0.12018999999999998 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 -2 12 -10 11 -3 -5
right_child=2 10 3 8 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0019724480748883463 0.00037040418529759748 0.0013897925212508074 -0.0017038270925927494 0.00081578916564847164 0.0030268636855037938 -0.00044249637851266713 0.0012363529962811275 -0.0017631076358155182 -0.0019181022793921612 0.00033426859364908473 -0.0012143563532191841 -0.0001642900795479197 0.0010452789527973126
leaf_weight=0.0011691941788934254 0.001724526950143912 0.0010646939432188409 0.0012845013637630132 0.0010102537206551077 0.0013984315512650114 0.0011622401127140414 0.00166766799421042 0.0013998440420912028 0.0010041081368115101 0.0017351991344467521 0.0011269623763094649 0.0019688909697861976 0.0010046575264213153
leaf_count=815 273 39 101 46 209 173 86 347 47 88 384 398 115
internal_value=0 -0.000472532 0.00017107 -0.00027493 0.000537366 0.00145219 4.85227e-05 -0.000585495 0.000111131 -0.00049135 -5.10268e-05 0.000381145 0.000930215
internal_weight=0 0.00532974 0.0133914 0.00603872 0.00735271 0.00256067 0.00479204 0.00312437 0.00475422 0.00273931 0.00416055 0.00303358 0.00201491
internal_count=3121 1636 1485 397 1088 382 706 620 296 135 821 437 161
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=25
num_cat=0
split_feature=1213 1374 1456 13 13 453 0 49 39 15 15 157 43 13 15 4 2 15 0 3 16 43 0 52
split_gain=0.000421879 0.000419 0.000411319 0.000438922 0.00047762 0.000382571 0.000625371 0.000423524 0.000364948 0.000429534 0.000816513 0.000411958 0.000356515 0.000358116 0.000341225 0.000318704 0.000483346 0.000452552 0.000481763 0.000498496 0.000288202 0.00020989 0.000188617 0.000161944
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.23091999999999999 0.093655000000000002 0.13507500000000003 -0.03241999999999999 -0.0063699999999999989 -0.059399999999999988 -0.084004999999999982 -0.0087749999999999981 -0.055554999999999993 -0.0016099999999999997 0.113445 -0.10091499999999999 -0.11756999999999999 -0.13309499999999996 -0.15012499999999998 -0.51144999999999985 -0.0058249999999999994 0.084505000000000011
decision_type=2 2 2 2 2 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 -6 8 9 14 -11 -12 13 -13 15 -8 17 18 -17 -20 -14 -15 -22 -9
right_child=1 2 3 4 5 -7 7 23 -10 10 11 12 20 21 -16 16 -18 -19 19 -21 22 -23 -24 -25
leaf_value=-0.00085783264667873616 -0.0007997634466969148 -0.00078697356701149651 -0.0007989001684413936 0.0010064956631995624 0.0011501557823882264 -0.00076913130688427563 0.00061564865598851893 0.00032403705881618191 0.00084893446407016313 -0.0014200651038902788 0.00069395108856642009 0.0007869440646908341 -0.00010063005309503937 0.00019972830557088441 0.00089659384873108725 -0.00091943410135877674 0.00072812237141256671 -0.0011953626089351531 -0.00042168217173135509 0.00079440405377333623 -0.0013762429928192072 -0.00073391345167323418 -0.00048933501866975663 0.0010884595076980407
leaf_weight=0.0012942664209584778 0.0013527099544852197 0.0012538303997146052 0.0011957357350684808 0.0013852687665187871 0.0013135125930272473 0.0011309357047624138 0.001908457149386312 0.0014804454781039414 0.0011120073645933806 0.0012322646814544235 0.0012754529166905124 0.0012060126213326861 0.0018501630927421006 0.0011770707001730329 0.0013257347103614514 0.0011373890025589981 0.0013330688085916309 0.0010288401473144675 0.0014383109215145859 0.0016778643882745517 0.0010515757520449462 0.0010437567361705194 0.0011570927194411267 0.0011172399773111685
leaf_count=491 55 258 35 49 50 75 245 239 31 148 87 75 54 23 70 33 121 126 20 84 498 94 88 72
internal_value=0 2.53291e-05 6.27422e-05 0.000100022 0.000139276 9.30664e-05 0.00013228 7.55139e-05 3.94988e-06 -4.34032e-05 -0.000264802 -0.000102313 -0.000237985 0.000122017 0.000181227 6.99651e-05 -8.74559e-05 -0.000293275 -7.5081e-05 0.000233104 -0.000541932 -0.00023907 -0.000911603 0.000652808
internal_weight=0 0.0311847 0.029832 0.0285782 0.0273825 0.0259972 0.0248663 0.0235527 0.0209551 0.0198431 0.00999339 0.00876112 0.00748567 0.00342684 0.00984967 0.00852393 0.00661547 0.0052824 0.00425356 0.00311618 0.00405883 0.00222083 0.00220867 0.00259769
internal_count=3121 2630 2575 2317 2282 2233 2158 2108 1797 1766 1067 919 832 192 699 629 384 263 137 104 640 117 586 311
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=28
num_cat=0
split_feature=480 1213 1374 133 1429 13 42 1374 160 151 148 133 15 1 150 160 1 47 12 457 13 16 1 4 151 2 42
split_gain=0.000539998 0.000575577 0.000623369 0.000609178 0.00056763 0.0005706 0.000530023 0.000551096 0.000570667 0.000622003 0.000637104 0.000629264 0.000462195 0.000437708 0.000413828 0.000635014 0.000474695 0.000448432 0.000399372 0.000272727 0.00026813 0.000357062 0.000405125 0.000821781 0.000226341 0.00013862 2.38589e-05
threshold=0.08598500000000002 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 -1.0000000180025095e-35 -0.53104499999999988 -0.0060199999999999993 0.089935000000000015 -0.090969999999999981 -0.083274999999999988 0.10530000000000002 0.10622000000000002 -0.040804999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.041220000000000007 0.12577000000000002 0.10670500000000001 0.051320000000000005 0.045365000000000009 -0.42195999999999995 0.18438500000000005 0.10089500000000001 -0.070499999999999993 -0.0067699999999999991 0.092120000000000021 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
left_child=1 -1 -3 -4 -5 -6 13 8 -8 12 11 14 19 -7 15 16 17 20 -15 -10 -11 22 23 25 -16 -22 -18
right_child=-2 2 3 4 5 6 7 -9 9 10 -12 -13 -14 18 24 -17 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00095938298123250947 -0.0010173830556880099 -0.00089246904285444732 -0.001103833649842647 -0.00099899941890761973 -0.0008257497622877508 -0.00093215142403196057 -0.00046497492579260951 -0.0008175307924169938 -0.0002747602055631895 0.001437186502863943 -0.00048285029596282787 -0.0005016475284591647 -0.00090837220559194522 0.00053832657318623274 0.0015450160582084424 -0.00029439399246133317 0.0012379804375632713 -0.00042178565764980022 -0.00060959397611778953 0.00084341241946126757 0.00077648208277450058 -0.0001283102403227045 0.0013556133176660754 -0.0002571518390576401 0.0006401727120097676 0.0015634745129375831 0.0015776366788373866
leaf_weight=0.0014322821862940973 0.0012904620214406739 0.0016281939687239335 0.0010029279701323493 0.001045804119210735 0.0013380918697158952 0.0015896313202778669 0.0019023818843602039 0.0010221714345881585 0.001108999435971314 0.0010497887269593749 0.0013848803787084299 0.001146487349467539 0.0013299963880211143 0.001899951643906661 0.0019882686978931474 0.001763026633823995 0.0010243295453106213 0.0010070867094391653 0.0012493381905911427 0.001061854311640964 0.0012251808720158321 0.0014124330283458164 0.0019025571509239114 0.0019936861301577237 0.0010508674731753423 0.0010199698547275204 0.0010329540147755445
leaf_count=484 220 55 163 145 33 334 248 54 67 7 14 179 102 62 76 157 57 35 96 68 63 101 53 114 71 20 43
internal_value=0 2.05587e-05 6.04541e-05 0.000106696 0.000143995 0.000181938 0.000226637 0.000316879 0.000364393 0.000434509 0.000547048 0.00062801 -0.000176317 -0.000257563 0.000706646 0.000587738 0.000721028 0.000573862 8.29411e-05 0.000272184 0.000690406 0.000586623 0.000751048 0.000479695 0.00123214 0.00113401 0.00140852
internal_weight=0 0.0366131 0.0351809 0.0335527 0.0325497 0.0315039 0.0301658 0.0254269 0.0244047 0.0225024 0.0190015 0.0176166 0.00350085 0.00473892 0.0164701 0.013431 0.011668 0.0096107 0.00314929 0.00217085 0.00860362 0.00755383 0.00614139 0.00423884 0.00303914 0.00224515 0.00205728
internal_count=3121 2901 2417 2362 2199 2054 2021 1529 1475 1227 990 976 237 492 797 650 493 393 158 135 358 351 250 197 147 83 100
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=27
num_cat=0
split_feature=39 42 43 123 1213 12 14 133 160 4 1374 484 52 457 151 0 0 43 15 16 151 51 0 4 0 0
split_gain=0.000471997 0.000667032 0.000575976 0.000681784 0.000411153 0.000492256 0.000683101 0.00054216 0.000463631 0.000540575 0.000468738 0.000366133 0.000485715 0.000425415 0.000346032 0.000400419 0.000472081 0.000568674 0.000696028 0.000482854 0.000463271 0.000370045 0.000322528 0.000296777 0.000240368 0.000172071
threshold=0.15619500000000003 -0.12995999999999999 0.24789500000000006 0.090910000000000019 -1.0000000180025095e-35 0.12757000000000002 0.076175000000000007 0.099660000000000012 -0.40698999999999991 -0.49405499999999997 -0.094929999999999987 -0.0068949999999999992 0.024145000000000003 -0.0029299999999999994 -0.12074999999999998 -0.10607499999999999 -0.08824499999999999 -0.074359999999999996 -0.03241999999999999 -0.0007049999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048635000000000005 0.19806500000000002 -0.059114999999999994 -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
left_child=1 -1 3 4 -3 6 7 8 -6 -10 -11 12 -12 -13 -15 20 -17 24 -19 -20 -16 -22 -21 -23 -18 -25
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 11 13 -14 14 15 16 17 18 19 22 21 23 -24 25 -26 -27
leaf_value=-0.0008843076049447194 0.00086116837293738664 -0.00073040375742581371 -0.00088224342725561002 0.00107100805217039 -0.00076528647761883012 0.00089923930060681388 -0.00094486823086809772 -0.00082522409503269943 -0.00068546829551016045 -0.00057829482242469066 -0.00095634644314510032 -0.00030869952004389343 0.00033404516485501223 -0.00030761825879183953 0.0011926437075789791 -0.00038608175248524141 0.00034215050587094279 0.00094382255524535976 -0.00099111791135938674 -0.00033494407134994098 -0.00023830477190279583 6.628351166627245e-05 0.00065908099276289071 0.0013101360934072125 0.0010916348849100619 0.00054822997407468247
leaf_weight=0.0015569457325065308 0.0010412416984024722 0.0012884505341025912 0.0012373856731466839 0.0010695597089807598 0.0010666417286457888 0.0010949851366319754 0.0012780726607566342 0.0011931263488391677 0.0013532408403200613 0.0013553659627021366 0.0010133172969415951 0.0019181756361179572 0.0010183542155086656 0.0012973905619588768 0.0019622322759831334 0.0017576995618833078 0.0012121167373519981 0.0011781516790267841 0.0010225080081425085 0.001305342438191969 0.0011080042363147413 0.0010140097790838224 0.0010066895866316372 0.0010565427328668164 0.0019337408285160507 0.0010090613434572404
leaf_count=149 26 438 177 100 155 34 73 350 131 48 256 121 84 80 72 126 155 95 164 46 26 28 29 44 87 27
internal_value=0 -4.10357e-05 3.16215e-07 3.61067e-05 -1.48733e-06 3.18702e-05 -3.22827e-06 4.34515e-05 8.56027e-05 0.000124188 0.000173611 0.000222576 -0.000309551 0.000280137 0.000347116 0.000401686 0.000230651 0.000372196 7.19777e-05 -0.00023606 0.000663565 0.00041565 9.78677e-05 0.000650934 0.000802854 0.00093794
internal_weight=0 0.0333071 0.0317502 0.0305128 0.0294432 0.0281548 0.0270598 0.0257817 0.0245886 0.0235219 0.0221687 0.0208133 0.00203167 0.0187817 0.0168635 0.0155661 0.00941625 0.00765855 0.00451269 0.00333454 0.00614985 0.00418762 0.00231203 0.00307961 0.00314586 0.0020656
internal_count=3121 3095 2946 2769 2669 2231 2197 2124 1774 1619 1488 1440 340 1100 979 899 702 576 334 239 197 125 75 99 242 71
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=29
num_cat=0
split_feature=146 9 1374 1456 453 16 11 13 1374 51 160 2 403 16 43 16 376 159 12 1 4 3 1 48 15 0 13 3
split_gain=0.000854181 0.000650009 0.00062662 0.00054102 0.000504654 0.000574292 0.000825225 0.000662675 0.000676608 0.00089963 0.000762866 0.000609922 0.000444931 0.000459446 0.000595441 0.00051095 0.000500734 0.000660952 0.000441755 0.000343849 0.000994883 0.000247084 0.000200867 0.00018833 0.000268686 0.000182666 0.000178244 0.00010203
threshold=0.12035500000000002 0.092235000000000011 0.093235000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.5048999999999999 0.080455000000000013 -0.53104499999999988 -0.094929999999999987 0.012085000000000002 -0.074254999999999988 0.099515000000000006 0.087735000000000021 -0.014034999999999997 0.08845500000000002 -0.056919999999999991 0.085245000000000015 0.091530000000000014 0.083370000000000014 0.094385000000000011 -0.083854999999999985 -0.074479999999999977 0.10508500000000001 0.09111000000000001 -0.095244999999999982 -0.11013499999999998 -0.084154999999999994 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
left_child=1 2 3 -1 5 11 7 -7 -9 12 -11 -5 13 15 16 19 17 18 22 20 -10 -20 25 24 -12 -15 -21 -13
right_child=-2 -3 -4 4 -6 6 -8 8 9 10 23 27 -14 14 -16 -17 -18 -19 21 26 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00086238336202327051 -0.0011854840402344149 0.00085133916723372177 -0.0010184508685942826 -0.00016109165527013314 -0.00072887070147126883 -0.00089534075335669084 -0.00093331039072299619 -0.00069312468710857212 0.00034269579807921975 -0.00031216369820257899 0.0010789246495520525 0.00068223758081337258 -0.00080448026284575622 0.00085644501821116441 0.00089585726337262678 -0.0009382322942924655 -0.00066002428713902441 -0.00060717002669224767 -0.00026901921800391148 0.00072414169703626755 -0.0012242380856161521 0.00047017190061333659 0.0011107205239316671 0.0011790726024874672 0.00016286282994116066 0.0001551075205764988 4.9705433371433973e-05 0.001228275377269106
leaf_weight=0.0011572669084443645 0.0010228766768705091 0.0014855650259906197 0.0010258496820281229 0.0012636988618410739 0.0013803763441990738 0.0011631000676697268 0.0014747423756071845 0.0016741020148245403 0.0015334487505871304 0.0011240613580841829 0.0010814361920716831 0.0011323352129171127 0.0010183197196013119 0.0011322798923378841 0.0018930803617982503 0.0012505026405610345 0.0012548011900759279 0.0013599490550904036 0.0019096681711325853 0.0010204463084257931 0.0012158288718283616 0.0012536090255383919 0.0012237337151876915 0.0019706117660396316 0.0010621610587375754 0.0013778204976846627 0.0018353813388017892 0.0011588146233698637
leaf_count=284 4 55 47 58 73 24 140 53 193 103 27 68 225 24 57 148 29 106 318 49 481 52 51 67 167 83 91 44
internal_value=0 1.27551e-05 -2.19003e-05 7.37419e-06 3.7185e-05 6.98384e-05 9.34293e-06 6.01638e-05 0.000102596 0.00015693 0.000632342 0.000560444 2.77555e-05 7.41661e-05 0.000233263 -0.000190507 0.000101392 0.000217102 0.000379629 -2.36894e-05 -0.000350258 2.39228e-05 0.000680981 0.000890394 0.000625012 0.000471473 0.000290695 0.000958412
internal_weight=0 0.037433 0.0359474 0.0349216 0.0337643 0.0323839 0.0288291 0.0273543 0.0261912 0.0245171 0.00523827 0.00355485 0.0192789 0.0182605 0.0114049 0.00685561 0.00951186 0.00825706 0.00689711 0.00560511 0.00274928 0.00316328 0.00373383 0.00411421 0.0021436 0.0025101 0.00285583 0.00229115
internal_count=3121 3117 3062 3015 2731 2658 2488 2348 2324 2271 364 170 1907 1682 720 962 663 634 528 814 674 370 158 261 194 107 140 112
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=26
num_cat=0
split_feature=39 42 43 376 133 1429 1213 160 1374 1374 4 148 484 146 15 15 150 16 0 0 43 2 2 151 13
split_gain=0.000521077 0.000715851 0.000675023 0.000959841 0.000603955 0.000438901 0.00043933 0.000448455 0.000454288 0.000444866 0.000453704 0.000454239 0.000457005 0.000445852 0.000372458 0.000468645 0.000313485 0.000451725 0.000434302 0.000589444 0.000588926 0.0006037 0.000183501 0.000262334 0.000154468
threshold=0.15619500000000003 -0.12995999999999999 0.24789500000000006 0.088470000000000007 0.098785000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 0.086000000000000007 -0.49405499999999997 -0.082084999999999977 -0.0068949999999999992 0.10064500000000003 -0.24436499999999997 -0.11713499999999999 0.094365000000000018 -0.36241499999999999 -0.10607499999999999 -0.08824499999999999 -0.072864999999999985 0.097845000000000015 0.079055000000000014 -0.016164999999999995 -0.084034999999999985
decision_type=2 2 2 2 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 -3 -7 -8 -9 10 -10 -12 -13 14 -14 -16 17 -17 22 -20 24 -22 -19 -24 -21
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 11 12 13 -15 15 16 -18 18 19 20 21 -23 23 -25 -26
leaf_value=-0.00096288016638711356 0.00097939614813976933 -0.00086174132496926131 -0.00096528711943157563 0.0013812520430500276 -0.00092732206180127 -0.00072471466578734691 -0.00078638904196681411 -0.00065009499104773589 -0.00054717087396286414 -0.00069764705035633913 -0.00050731541074729386 -0.00034339924980537103 0.0011519580773815992 -0.00036602870487701441 -0.00024070117271258372 -0.00033433003611302238 0.0011247123700856255 0.0013404954372955506 -0.00054063013400833335 0.0013685276008418353 -0.00073705712343755331 0.00055694931792991639 0.0011914156263490825 0.00020618089253523063 0.00070658318260223953
leaf_weight=0.0015678659040524448 0.0010148183359035548 0.0010070340939924973 0.0013428865096277711 0.0010250090294092731 0.0013081173858670017 0.001269032116411605 0.0010296669105426251 0.0012970558997267281 0.0013420589956805095 0.0010324716095526645 0.0013066553562168784 0.0017264207725027061 0.0014463907363820713 0.0013422911802081208 0.0019085045099424972 0.0013542404679931395 0.0014132842626839457 0.0013298761377882225 0.0012617778352521543 0.0011287533678485673 0.0011165570423082418 0.0019272510064389792 0.00101532250582137 0.001108541909797367 0.0017835545396662775
leaf_count=149 26 143 177 54 445 380 156 50 87 69 66 297 152 8 93 50 108 12 89 34 182 65 38 37 154
internal_value=0 -3.916e-05 6.35051e-06 4.91591e-05 2.80313e-06 4.60306e-05 7.9714e-05 0.000119174 0.000156709 0.000201157 0.00024238 0.000292434 0.000345045 0.000410579 0.000472651 0.000408632 0.000500844 0.000427527 0.000524207 0.000328797 0.000512981 8.22702e-05 0.00093259 0.000677177 0.00096314
internal_weight=0 0.0333906 0.0318228 0.0304799 0.0294549 0.0281467 0.0271397 0.0258707 0.024841 0.023544 0.0225115 0.0211694 0.0198628 0.0181363 0.0167941 0.0153477 0.0134392 0.0120259 0.0106716 0.00721789 0.00595612 0.00304381 0.00345374 0.00212386 0.00291231
internal_count=3121 3095 2946 2769 2715 2270 2127 1747 1591 1541 1472 1385 1319 1022 1014 862 769 661 611 524 435 247 87 75 188
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=15
num_cat=0
split_feature=14 484 42 1 43 3 16 15 42 3 52 1 1 0
split_gain=0.000126868 0.000128636 0.000125256 0.000234133 0.00019949 0.000375548 0.000227563 0.000224264 0.000154606 0.000195161 0.000137055 0.000132954 0.000304744 0.000167836
threshold=0.076175000000000007 0.085515000000000022 -1.0000000180025095e-35 0.10887500000000001 -0.052894999999999991 -0.075944999999999985 0.22339500000000004 -0.042209999999999991 0.075730000000000006 -0.116045 0.0031350000000000002 0.11212500000000002 0.094825000000000007 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -4 9 -6 11 12 13 -11
right_child=-2 -3 4 -5 6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0027379513652366658 -0.0017362626117527157 0.0013233735527721519 -0.0019136645259622031 0.00033340915490198697 0.0020838455892710694 0.0031711891151954431 -0.002224450397418606 0.0010615718089897102 -0.0016308717503247267 0.00017401260566356341 0.0013688767465542212 -0.0018851393247804494 0.001815879494653247 -0.0026066602230741445
leaf_weight=0.0011720112582862116 0.001026803037933898 0.0018872067856255939 0.0010101645609433829 0.0013502039925250564 0.0012855013874215615 0.0013978248288833957 0.0013000586522790855 0.0017496664400133977 0.0012175160742002034 0.0011485826966008972 0.0013195684008524555 0.00123242232897669 0.0014481578625833436 0.0010505767244595211
leaf_count=738 101 332 290 60 45 319 156 232 524 30 64 109 60 61
internal_value=0 7.92234e-05 -6.15231e-05 -0.00109378 0.000122344 0.00104796 -0.000262403 -2.74363e-05 3.07118e-05 0.000300993 -6.87028e-05 -0.00045745 2.4964e-05 -0.00115436
internal_weight=0 0.0185695 0.0166823 0.00252222 0.01416 0.00415766 0.0100024 0.00275983 0.00870233 0.00748481 0.00619931 0.00487974 0.00364732 0.00219916
internal_count=3121 3020 2688 798 1890 841 1049 522 893 369 324 260 151 91
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=14
num_cat=0
split_feature=50 15 52 457 150 2 2 1 16 13 15 2 2
split_gain=0.000106557 0.000175515 0.000183001 0.000124743 0.000171716 0.000172068 0.000164844 0.000203905 0.00017481 0.00026129 0.000272847 0.000159339 9.24902e-05
threshold=0.10647500000000001 -0.24436499999999997 0.40674500000000008 -0.0029299999999999994 0.081835000000000019 0.11747 0.10981000000000002 0.13075500000000004 0.22339500000000004 0.0076650000000000008 -0.015744999999999999 0.090675000000000019 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 10 -5 -6 -12
right_child=-2 2 -4 4 11 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.0015171272866801617 -0.0014484282810317622 -0.0017861432748780058 0.0019909966651591904 -0.0013877946832086161 -0.00042232859936997577 -0.0021912720059033236 0.0016095021134163892 0.0016630229715767725 -0.0025005259197852835 -0.002069825251348867 0.00050060093162044585 0.0018260237564596232 0.0023804656052398209
leaf_weight=0.0019265302871639958 0.0012270347036171516 0.0011931936468844726 0.0010036839680682133 0.0016172669585874386 0.0013447073724049971 0.001205562026312724 0.0011502196090336656 0.0010387752715814713 0.0011678679415894622 0.0016759153256021286 0.0017758322768347884 0.0019554569203048544 0.0010544206521605481
leaf_count=223 333 180 116 339 158 143 138 23 239 211 797 158 63
internal_value=0 8.25652e-05 -8.82155e-05 -0.000225698 -9.25709e-05 -0.000402167 -0.000174656 -0.000421013 -0.00071792 -0.00037794 0.000259597 0.000909895 0.00120095
internal_weight=0 0.0181094 0.0161829 0.0151792 0.013986 0.0106859 0.0094803 0.00833008 0.0072913 0.00612344 0.00444752 0.00330016 0.00283025
internal_count=3121 2788 2565 2449 2269 1953 1810 1672 1649 1410 1199 316 860
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=25
num_cat=0
split_feature=1374 1213 160 133 1456 453 0 475 38 124 3 3 48 150 15 1 12 4 48 1 4 4 4 15
split_gain=0.000481699 0.000508524 0.000499686 0.000336369 0.000338675 0.000406714 0.000673001 0.000412827 0.000451105 0.00046522 0.000423215 0.000284639 0.000395449 0.000693015 0.000378842 0.000344614 0.000641198 0.000501251 0.000327959 0.000310372 0.000945186 0.000233573 0.000217057 0.000250318
threshold=-0.094929999999999987 -1.0000000180025095e-35 -0.40698999999999991 0.10622000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -0.084049999999999986 0.084835000000000008 -0.076779999999999987 0.13524500000000003 0.088060000000000013 -0.032929999999999994 0.08882000000000001 -0.016799999999999995 0.12958500000000003 0.092355000000000007 0.24564500000000003 0.084170000000000009 0.095285000000000022 -0.070499999999999993 -0.42529999999999996 -0.37944499999999992 -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
left_child=-1 -2 -3 4 -4 6 -6 -8 9 -9 11 12 -11 15 -13 16 18 -18 19 20 21 -14 -12 -24
right_child=1 2 3 -5 5 -7 7 8 -10 10 22 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.00076064000711632438 -0.00080811214000373391 -0.00081582713700159809 -0.00061013310694026351 -0.00058377173003426261 0.0010960321643107038 -0.00067958212692274019 -0.00071590078033716912 0.0010578776416690001 -0.00067311943231448989 0.00089127060047999493 0.0011303909274711973 -0.00065435489891676113 -0.00011331104068217898 -0.0007741910828075562 0.00020465235065851372 0.00085198057730156724 -0.0011283957876751579 1.7043977552129508e-05 0.00087031707151562785 0.00070140191982305642 -0.0010737115761577643 0.00070263416287490274 0.00080279167181371183 -0.0001081635844500888
leaf_weight=0.0015072651824858943 0.0012936721661639941 0.0011517878018090224 0.0011070906572886443 0.0012899730822936708 0.0013833602867663252 0.0010302046189294414 0.001000072101635884 0.0011111261929231944 0.0011022401478339985 0.0012569598068630236 0.0010112388345078216 0.0019628222835450515 0.0010003852861704054 0.001455717671237978 0.0017676824606702715 0.0013444996388365946 0.0010786320783071623 0.0019312721175879233 0.0016673866579707819 0.0015208690385364321 0.0010957894167929619 0.0017427303448116493 0.001168391227705623 0.001026572974277328
leaf_count=55 491 215 200 349 47 68 181 168 50 64 10 32 17 77 43 61 273 33 111 53 176 227 88 32
internal_value=0 1.82374e-05 5.36276e-05 8.80942e-05 0.000119309 0.000149603 0.000182935 0.000130835 0.000167265 0.000209099 0.000164256 8.3279e-05 0.000170782 0.000100236 -0.000247318 0.000212076 0.000126359 -0.000393437 0.000349 0.000186822 -1.70399e-05 0.000405068 0.000614444 0.000376743
internal_weight=0 0.0315005 0.0302068 0.029055 0.027765 0.026658 0.0256277 0.0242444 0.0232443 0.0221421 0.0210309 0.0178247 0.0140942 0.0128373 0.0037305 0.0113816 0.0100371 0.0030099 0.00702716 0.00535977 0.00383891 0.00274312 0.0032062 0.00219496
internal_count=3121 3066 2575 2360 2011 1811 1743 1696 1515 1465 1297 1167 1092 1028 75 951 890 306 584 473 420 244 130 120
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=26
num_cat=0
split_feature=1213 1374 457 1456 11 4 133 12 14 13 132 52 52 49 4 151 2 16 160 1 16 47 16 4 15
split_gain=0.000532701 0.000537394 0.000553463 0.000649732 0.000432028 0.000434187 0.000415466 0.000560168 0.000698689 0.000452967 0.000714791 0.000538527 0.000475515 0.000616827 0.000482589 0.000507809 0.00045362 0.000847424 0.000409588 0.000362086 0.000256134 0.000232769 0.000348196 0.000292781 0.000147604
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -1.0000000180025095e-35 0.087830000000000005 0.41816000000000003 0.10622000000000002 0.12757000000000002 0.076175000000000007 -0.084034999999999985 0.080640000000000017 0.11434500000000002 0.10347000000000002 -0.080604999999999982 -0.35136499999999998 -0.00099499999999999979 0.097845000000000015 -0.082779999999999979 -0.22361499999999998 0.086920000000000011 -0.16927999999999996 0.13148500000000005 -0.14322499999999996 0.053180000000000012 -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
left_child=-1 -2 3 -3 6 -6 7 8 9 11 12 16 13 19 -15 -16 17 -5 -14 -11 -18 22 -17 -24 -25
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 -13 18 14 15 21 20 -19 -20 -21 -22 -23 23 24 -26
leaf_value=-0.00080210109263168124 -0.00074647817716312203 -0.00097844981923602705 0.00076086752902521516 0.00078011439963012862 -0.0011554362885958956 5.1041264781438855e-05 -0.00058580728775811241 0.00096572478761287504 -0.00086552281181409335 0.0010304098521479888 0.0009281869386518945 -0.0004374507821237413 -0.00017675289824398697 -0.0010811440629353488 -0.00080405284342741263 0.000676359731466642 0.00046212821730739746 -0.00071441627031334695 0.0008215262711888685 -5.3896556682837916e-05 0.0012275010480213343 -0.00056141686209394204 -0.00051552897126121329 -0.00018003052941330873 0.00048800465498373402
leaf_weight=0.0014327244477609904 0.0015237719644716199 0.0011087222679744815 0.0018270086711935632 0.001661827479313871 0.0010005011775140451 0.0010800898983234219 0.0014780961479416979 0.0013355505456331676 0.0012683856369193327 0.0010156027022336653 0.0013795436851163903 0.0010767243106921676 0.0012185210258314205 0.0012702161544311192 0.0019329476524556658 0.001301588279827009 0.0012775242007434517 0.0010964791452032696 0.0017340693282061901 0.0011361159225806716 0.0018842113291537288 0.0011967091784299555 0.0017501167279813275 0.0010183430173047459 0.001325554906675297
leaf_count=491 55 254 102 97 87 30 341 49 49 27 101 96 129 78 109 74 49 186 60 68 85 12 389 43 60
internal_value=0 1.93395e-05 5.53844e-05 1.31902e-05 5.05374e-05 -0.000529122 9.46206e-05 0.000133482 8.81969e-05 0.000140168 1.94881e-05 0.000420953 -6.46466e-05 -0.000181836 -0.000322361 -0.000209307 0.000577078 0.00018601 0.000409541 0.000457892 0.000918246 -3.49199e-05 8.18537e-05 -0.000107154 0.000197766
internal_weight=0 0.0338982 0.0323744 0.0305474 0.0294387 0.00208059 0.0273581 0.02588 0.0245445 0.0232761 0.0162793 0.00699677 0.0148998 0.0119472 0.00979548 0.00852526 0.00592004 0.00275831 0.00295259 0.00215172 0.00316174 0.00659231 0.0053956 0.00409401 0.0023439
internal_count=3121 2630 2575 2473 2219 117 2102 1761 1712 1663 1150 513 1049 860 765 687 417 283 189 95 134 578 566 492 103
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=14
num_cat=0
split_feature=14 2 11 3 157 13 52 3 4 1 133 0 16
split_gain=0.000116594 0.000125158 0.000190508 0.00018031 0.000172427 0.000180996 0.000177395 0.000292246 0.000226597 0.000167549 0.000189978 0.000145012 0.000130742
threshold=0.076175000000000007 -1.0000000180025095e-35 0.080455000000000013 -0.12018999999999998 -0.077384999999999995 -0.084034999999999985 0.091275000000000009 0.11296500000000002 0.0061450000000000003 0.090475000000000014 0.083950000000000011 0.12500000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 9 7 8 -7 10 -6 -3 -10
right_child=-2 2 -4 4 5 6 -8 -9 12 -11 -12 -13 -14
leaf_value=0.0010233074086833766 -0.0013062191057334153 0.0019102563754372841 -0.0017240028563889627 0.0013814641681942979 -0.0015198310141706342 -0.0014843472741781498 0.00046388629650499303 -0.0024743037556368415 -0.0006877183418818821 0.0013599266332371869 0.00083232345607303681 -3.3154349371626764e-05 0.0010258508936537723
leaf_weight=0.0019043520993051724 0.0010355411359896918 0.0013581377637663624 0.0010035022900893855 0.0010934284266496128 0.0010365279872871216 0.0019606822071064189 0.0018956603429972768 0.0014587016360039229 0.0012543526037500086 0.0017304408581882424 0.0011257716152768549 0.0010858704167731048 0.0015827337512478723
leaf_count=193 101 92 133 304 290 823 421 67 139 181 172 22 183
internal_value=0 6.07526e-05 -4.97662e-05 5.80548e-05 -0.000125873 -0.000262709 -0.000598522 -0.000920423 -0.000447984 0.000440546 -0.000295214 0.0010468 0.000268236
internal_weight=0 0.0184902 0.0165858 0.0155823 0.0131383 0.0120449 0.00815213 0.00625647 0.00479777 0.00389274 0.0021623 0.00244401 0.00283709
internal_count=3121 3020 2827 2694 2580 2276 1633 1212 1145 643 462 114 322
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=25
num_cat=0
split_feature=1213 1374 1375 1429 484 159 133 38 160 16 133 13 457 160 151 42 3 4 47 2 1 48 4 43
split_gain=0.000477589 0.000472118 0.000511593 0.000471408 0.000426068 0.000399081 0.000393003 0.000476639 0.000470561 0.000612927 0.000472435 0.000573617 0.000385861 0.000586126 0.000497652 0.000540426 0.00039658 0.000454319 0.000345493 0.000345176 0.000301562 0.000326998 0.00023088 0.000224678
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.080114999999999978 -1.0000000180025095e-35 0.08660000000000001 0.080005000000000007 0.10622000000000002 0.084835000000000008 -1.0000000180025095e-35 -0.072359999999999994 -0.088669999999999985 -0.084034999999999985 0.060310000000000009 1.0000000180025095e-35 -0.00099499999999999979 -0.11051499999999999 -0.13309499999999996 0.053180000000000012 0.092710000000000015 0.096540000000000015 0.111945 0.091545000000000015 -0.0086549999999999978 0.07827000000000002
decision_type=2 2 2 2 2 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 -5 -10 20 13 14 -13 -16 -17 19 -19 -18 21 23 -11 -12
right_child=1 2 3 4 5 -7 -8 -9 10 22 11 12 -14 -15 15 16 17 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.00087679714855723272 -0.00080162297264460005 0.001126054951880788 -0.00096895188825010109 -0.001285890003430337 7.2118346593174045e-05 0.0012730712681540946 -0.00077706022377007061 -0.00092097287125035641 -0.00070366959330855612 -0.00040026423392044118 0.00043005949056772869 -0.00075327195768300128 0.0007501269051555055 -0.00084443216317386396 -0.00070742118718916116 -0.00020028567123223125 -0.00033472012503527087 0.0015141823452376848 0.00044938000512339112 0.00072622495501175536 0.0014126370488818157 -0.00022945571460441028 0.00044017441843577696 0.0012651871615088431
leaf_weight=0.0014129636790151659 0.0015200987745807018 0.0010073327194335393 0.0010517634281023138 0.001191340670387564 0.0013064612568411951 0.001238236870601428 0.0013909577252594887 0.001109161952086434 0.0012653166552608055 0.0015828772677749792 0.0019753759239624557 0.0012871594854120269 0.001751441013559508 0.0016686125802767302 0.001157543370329475 0.0018682041558974955 0.0014662838731496312 0.0015545302831242447 0.0012737238484823443 0.0013561974064302262 0.0010315158037008665 0.0010614567663855823 0.001428916768404064 0.0011836095036414918
leaf_count=491 55 63 154 164 144 88 348 43 242 213 139 73 103 179 32 58 160 45 18 55 86 28 125 15
internal_value=0 2.32547e-05 6.34333e-05 2.799e-05 6.3962e-05 0.000656496 7.2861e-06 5.05567e-05 9.52621e-05 -0.000365568 0.00019259 0.000253444 8.68583e-05 -1.30085e-05 0.00012623 0.000256705 0.000405132 0.000605291 0.00103464 0.000175062 0.00067796 0.000498398 -1.52618e-06 0.000742965
internal_weight=0 0.0327281 0.031208 0.0302007 0.0291489 0.0025447 0.0266042 0.0252133 0.0241041 0.00420313 0.019901 0.0186357 0.0133837 0.0116323 0.00996364 0.00867648 0.00751894 0.00565074 0.00282825 0.00282248 0.00525196 0.00422044 0.00301179 0.00315899
internal_count=3121 2630 2575 2512 2358 232 2126 1778 1735 502 1233 991 723 620 441 368 336 278 63 215 268 182 338 154
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=28
num_cat=0
split_feature=39 42 376 151 4 9 1456 133 15 49 15 52 13 15 4 16 15 13 3 15 15 12 14 15 4 4 43
split_gain=0.000541957 0.000847409 0.000685213 0.000503147 0.000508833 0.000605366 0.000451772 0.000498457 0.000714987 0.0005214 0.000582423 0.000894746 0.000521825 0.00037764 0.000459354 0.000388587 0.000408126 0.000370516 0.000274304 0.000248347 0.000312611 0.00031813 0.000521347 0.000373095 0.00024522 0.000204796 0.000116588
threshold=0.15619500000000003 -0.12995999999999999 0.088470000000000007 -0.27559499999999998 0.181285 -1.0000000180025095e-35 -1.0000000180025095e-35 0.098785000000000012 -0.095869999999999983 0.082865000000000008 -0.090644999999999989 0.11434500000000002 -0.23438999999999996 0.091650000000000023 -0.42529999999999996 -0.08595499999999999 -0.0063699999999999989 -0.14179999999999995 -0.12711499999999995 -1.0000000180025095e-35 -0.10324499999999999 0.12477500000000001 -0.46596499999999991 -0.15914499999999995 0.0049200000000000008 0.0067750000000000006 -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
left_child=1 -1 3 -3 5 -5 -7 8 24 10 -10 12 -12 14 -14 -16 25 -6 -18 20 21 22 -19 -24 -8 -17 -20
right_child=-2 2 -4 4 17 6 7 -9 9 -11 11 -13 13 -15 15 16 18 19 26 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0010790253091178209 0.0010923455509860129 -0.0011058009856203485 0.001188437462637005 0.00095070307094388077 0.00095983117580331144 -0.0011480055397990762 -0.00037552474652851703 -0.00098983117518345112 0.00076379115460027116 0.00082543242324434785 0.0008386461859337304 -0.0015461864173796798 -0.00091770790864002978 -0.0010180535501531189 -0.00072020784160089948 -0.00072133531514912959 6.6422414467767096e-05 -0.00039723705746637822 0.0012890029078701094 0.00085578852053298652 -0.00062158490411794675 -0.0004208288766922785 0.0013672449371767343 0.00014170376814062849 -0.0014365972060107911 0.00014085899250046883 0.00057095335024171879
leaf_weight=0.00178885909622195 0.0010356697526994188 0.0010040132410393801 0.0011453046274836334 0.0011919037372232202 0.0017238062500206652 0.0010968034476878654 0.0010324210474348316 0.0014846755499320343 0.0018400255331925052 0.001845108472391054 0.001405708155765237 0.0010327465219294165 0.0012805984886661249 0.0011090684392118808 0.0012094857626964118 0.0011331027265795669 0.0015152094375210368 0.0011465698513091205 0.0010641224076275435 0.0010580888782669717 0.0013226183973227279 0.0013317592853923088 0.0014501606531973632 0.0010054598820143923 0.001050217627254213 0.0015722544430536445 0.0010984485679986005
leaf_count=149 26 71 56 43 97 268 115 390 66 165 46 156 116 172 245 250 31 36 50 22 70 6 111 48 76 44 196
internal_value=0 -4.25155e-05 1.34178e-05 -2.86313e-05 6.25514e-06 -0.000120815 -0.000182305 -0.000128466 -5.81556e-05 5.20727e-05 -4.79873e-05 -0.000168245 -4.32835e-05 -0.000167477 -6.11631e-05 8.33048e-05 0.000235555 0.000315014 0.000570851 0.000163053 4.59005e-05 0.00022483 0.000463535 0.000865444 -0.000910595 -0.00022026 0.000924279
internal_weight=0 0.0349385 0.0331497 0.0320044 0.0310004 0.0219619 0.02077 0.0196732 0.0181885 0.0161059 0.0142608 0.0124207 0.011388 0.00998229 0.00887322 0.00759262 0.00638314 0.00903846 0.00367778 0.00731466 0.00625657 0.00493395 0.00360219 0.00245562 0.00208264 0.00270536 0.00216257
internal_count=3121 3095 2946 2890 2819 2429 2386 2118 1728 1537 1372 1306 1150 1104 932 816 571 390 277 293 271 201 195 159 191 294 246
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=17
num_cat=0
split_feature=52 376 1 12 4 160 43 12 47 16 157 52 52 0 1 0
split_gain=0.000103836 0.00015301 0.000191329 0.000216275 0.000142644 0.000157266 0.000157489 0.000282441 0.000231843 0.000243639 0.000169113 0.000130642 0.000177966 0.000215807 0.000123214 0.000355072
threshold=-0.40306999999999998 0.088470000000000007 0.13686500000000004 0.11650500000000001 -0.49405499999999997 -0.10151499999999998 -0.070064999999999975 -0.015429999999999998 0.092710000000000015 -0.39185999999999993 -0.063304999999999986 -0.081429999999999989 -1.0000000180025095e-35 -0.10151999999999999 0.099195000000000019 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 14 -8 9 -9 -11 -12 -13 -14 15 -7
right_child=1 -3 -4 -5 5 6 7 8 -10 10 11 12 13 -15 -16 -17
leaf_value=-0.001556675099164369 -0.0018943088252140728 0.0019734902528135796 0.0017576850617768 -0.0023260087259689066 -0.0018200676259487805 -0.0015748969128564325 -0.002662056770981156 0.0027301092458171402 -0.0019930487228589943 0.001998412553350632 0.0012334625669718057 -0.0020811026919942363 0.001816476540232162 -0.0013195652140541156 0.0024044591656978138 0.0024437827612078409
leaf_weight=0.0010859818247646027 0.0010097274559042165 0.0010529921242923837 0.0014317982628904427 0.001165734721210703 0.0010369591400674763 0.0011505359778131441 0.0010077383145037358 0.0011324231488338832 0.0010884265192116216 0.0010617425552776911 0.0011848810278196412 0.0015155269550061745 0.0011058302697859457 0.001206990515876364 0.0013284107048195937 0.0011624295112460112
leaf_count=324 79 62 138 105 363 545 79 98 88 71 90 97 41 697 164 80
internal_value=0 7.46183e-05 -3.90596e-05 -0.00019828 -3.28294e-05 0.000101601 0.000255537 -9.83445e-05 0.000213084 0.000546243 0.000139153 -0.000254616 -0.000715179 0.000179872 0.00115969 0.000444775
internal_weight=0 0.0186421 0.0175892 0.0161574 0.0149916 0.0139819 0.0129449 0.00930356 0.00829582 0.00720739 0.00607497 0.00501323 0.00382835 0.00231282 0.00364138 0.00231297
internal_count=3121 2797 2735 2597 2492 2413 2050 1261 1182 1094 996 925 835 738 789 625
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=29
num_cat=0
split_feature=3 1374 1375 160 484 1213 148 133 13 132 457 160 52 4 151 2 11 2 16 52 3 16 15 12 47 3 16 42
split_gain=0.000481723 0.000444429 0.000744985 0.000436357 0.000484715 0.000503769 0.000453922 0.000441976 0.000431975 0.000518617 0.000737072 0.000433214 0.000416234 0.000650503 0.000463135 0.000442902 0.000382242 0.000308255 0.000882118 0.000287926 0.000269081 0.0008449 0.00058638 0.000665525 0.000550051 0.000440367 0.000202137 2.84127e-07
threshold=0.31299000000000005 -0.094929999999999987 -0.082349999999999993 -0.40698999999999991 -0.0068949999999999992 -1.0000000180025095e-35 -0.084449999999999983 0.10622000000000002 -0.084034999999999985 0.080640000000000017 0.078435000000000019 0.0030550000000000004 0.10347000000000002 -0.35136499999999998 -0.00099499999999999979 0.11093500000000002 0.080455000000000013 0.097845000000000015 -0.082779999999999979 0.070205000000000017 -0.13309499999999996 -0.29154999999999992 -0.016799999999999995 0.10266500000000002 0.092530000000000015 -0.0087149999999999988 1.0000000180025095e-35 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
left_child=1 -1 -3 -4 19 -6 -7 8 16 10 11 12 13 -10 -15 -14 17 18 27 -5 -16 -22 23 24 -23 -24 -19 -8
right_child=-2 2 3 4 5 6 7 -9 9 -11 -12 -13 15 14 20 -17 -18 26 -20 -21 21 22 25 -25 -26 -27 -28 -29
leaf_value=-0.00081642312763790408 0.00094359456700670718 0.0012213225177042386 -0.00088235942434944196 -0.0011667030751430251 -0.00082865949733663155 -0.00086782939038601548 0.00097613746647771894 -0.00071564917881175659 -0.0011900497228042881 0.00092185624225956059 0.00093640717345599316 -0.00088228713961527837 -0.00013272664807384413 -0.00091462141170808625 -0.00050274986407976264 0.0012857944258413613 -0.00033827308531548877 0.00051627862938826926 -0.00071223195681118813 -6.5842644514391141e-05 0.0013827619075636819 -0.00014682175350353842 -0.00015477578579864987 0.00067276936962011081 -0.0015462428233829848 0.0011958378464697569 0.0013552498613693764 0.00093930754563569961
leaf_weight=0.0016609645639888973 0.0012430112515828809 0.0011581621589476501 0.0014079885752320545 0.0012980477778066759 0.001478660796712993 0.0011181000240370045 0.001000730155537255 0.0013766097145346814 0.0012905856733595933 0.0015206854346873069 0.0017234966364920714 0.0016352910823749242 0.0010302114443985219 0.001223341731950712 0.0014686514120487654 0.0010752653117351851 0.0010897493059687235 0.0011342579388755603 0.0012146769840732886 0.0010096051658385896 0.0012443138507653934 0.0014403231512933818 0.0010452742642783558 0.0010088777374610558 0.0012575395711991177 0.0012881809328320424 0.001738709997525234 0.0010020219471202907
leaf_count=52 120 56 238 382 445 59 41 280 109 98 93 123 46 71 32 31 37 48 101 95 34 125 226 31 49 17 31 51
internal_value=0 -3.53812e-05 2.46327e-06 -4.01571e-05 -2.76535e-06 5.078e-05 9.73441e-05 0.000137598 0.000183783 5.74038e-05 -2.11648e-05 -0.000131132 -3.92755e-05 -0.000157188 -2.35741e-05 0.000591711 0.000505042 0.000655935 0.000327257 -0.000685073 0.000100959 0.000222674 -1.63104e-05 -0.000398515 -0.000799126 0.000590829 0.00102402 0.000957711
internal_weight=0 0.0359403 0.0342794 0.0331212 0.0317132 0.0294056 0.0279269 0.0268088 0.0254322 0.018252 0.0167314 0.0150079 0.0133726 0.0112671 0.0099765 0.00210548 0.00718015 0.0060904 0.00321743 0.00230765 0.00875316 0.00728451 0.0060402 0.00370674 0.00269786 0.00233346 0.00287297 0.00200275
internal_count=3121 3001 2949 2893 2655 2178 1733 1674 1394 1085 987 894 771 694 585 77 309 272 193 477 514 482 448 205 174 243 79 92
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=16
num_cat=0
split_feature=484 15 15 3 1 49 42 13 51 13 457 1 0 3 15
split_gain=0.000109551 0.000147973 0.000249164 0.000225899 0.000188937 0.000235189 0.000282333 0.000270158 0.000157648 0.000122662 0.000113232 0.000247947 0.000137592 0.00024626 0.000115323
threshold=-0.0068949999999999992 -0.03241999999999999 -0.016799999999999995 -0.13927999999999999 0.10937500000000001 -0.006494999999999999 0.084050000000000014 0.0076650000000000008 0.095050000000000009 -0.13710499999999998 0.045365000000000009 0.094385000000000011 -0.15202999999999997 -0.075944999999999985 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 9 10 -7 11 -5 -13 -14 -15
right_child=1 2 4 8 -6 6 -8 -9 -10 -11 -12 12 13 14 -16
leaf_value=-0.0017089232944936406 0.002891389017618505 -0.0033361552649281332 -0.0032478780124205763 -0.003236159937738038 0.0018735277459918989 0.00065012638923653894 -0.0024734879427845777 -0.0016568714862812332 0.0024489839158344791 0.0033099957254249164 0.0014748633080266162 -0.0017169450177540741 -0.0015550288028001521 0.0035728754671343105 0.00061970875295148454
leaf_weight=0.0013894414543987174 0.0014915151375047833 0.0010427456529356052 0.0010613127248051421 0.0010598824273737317 0.001547673199000954 0.0014189295224582565 0.0013609632279496103 0.0011851946829563031 0.0010864839206955468 0.0012967629685952135 0.0013906114546222703 0.0011499811868231902 0.0011201450653022249 0.0010254250817551269 0.0010417586534079426
leaf_count=503 93 82 139 421 86 37 501 193 142 463 119 64 59 156 63
internal_value=0 0.000111923 -0.000464622 0.000660631 -8.41948e-05 -0.000563372 -2.19083e-05 0.000833413 0.000238089 0.00192023 -0.000115795 -0.000525636 0.000136719 0.000805516 0.00208463
internal_weight=0 0.0182794 0.00891358 0.0093658 0.00787084 0.00632316 0.00526185 0.00390089 0.00787429 0.00271569 0.0067878 0.00539719 0.00433731 0.00318733 0.00206718
internal_count=3121 2618 1501 1117 1419 1333 1194 693 1024 500 882 763 342 278 219
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=15
num_cat=0
split_feature=50 15 47 47 42 43 16 16 2 49 151 2 4 160
split_gain=0.000105531 0.000171932 0.000122675 0.000159875 0.000205741 0.000298422 0.000424493 0.000125272 0.000424377 0.000239479 0.000169874 0.00016585 0.000168853 1.23642e-05
threshold=0.10647500000000001 -0.24436499999999997 0.13148500000000005 0.10980000000000002 -0.088934999999999986 -0.20207499999999998 0.22339500000000004 -0.008904999999999998 0.092365000000000017 -0.043469999999999995 -0.055494999999999996 0.10045500000000002 -0.0016099999999999997 0.088020000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 9 -9 10 -7 12 -11 -12
right_child=-2 2 -4 -5 5 6 -8 8 -10 11 13 -13 -14 -15
leaf_value=0.0015922098378180929 -0.0015287898670507836 -0.0023880404028366695 -0.0018209533012736045 0.0020547500576669239 0.0022549380232655693 0.0025040054301171582 -0.0030304704395478928 -0.00096520452245884159 0.0031186507615711227 0.001125226954531953 0.00035235878028323211 -0.002509216154426089 -0.0016036743435489599 -0.00048144434166067244
leaf_weight=0.0019358201418374068 0.0012249164322133679 0.0010488036763940398 0.0010874900564417081 0.0010384342598914751 0.0015637957846816866 0.0011520649472727129 0.0013581430656805773 0.0014439478856220237 0.0014535639481744467 0.0012620882437543732 0.0010182549390698207 0.0014826071109791394 0.0013211794460016276 0.0010069160644796682
leaf_count=223 333 329 37 86 96 111 307 292 121 726 75 157 185 43
internal_value=0 8.91983e-05 -8.99917e-05 3.4261e-05 -0.000114424 6.81267e-05 -0.000229273 0.000145894 0.0010835 -0.000229182 0.0008683 -0.0010868 -0.000270435 -6.22086e-05
internal_weight=0 0.0181731 0.0162373 0.0151498 0.0141114 0.0130626 0.0114988 0.0101406 0.00289751 0.00724311 0.00317724 0.00406587 0.00258327 0.00202517
internal_count=3121 2788 2565 2528 2442 2113 2017 1710 413 1297 229 1068 911 118
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=28
num_cat=0
split_feature=1429 1213 151 4 151 1456 11 1374 160 52 4 38 457 0 48 0 47 484 133 13 1 1 1 4 4 16 2
split_gain=0.000508514 0.000535807 0.000537353 0.000502744 0.000503931 0.000562293 0.00054924 0.000508827 0.000539922 0.00056576 0.000661252 0.000609901 0.000574372 0.000785716 0.000493891 0.000379065 0.00100268 0.000333944 0.00033453 0.000411249 0.000493989 0.00051023 0.000337701 0.000316712 0.000145921 0.000135385 0.000133914
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27559499999999998 0.50822500000000004 -0.10959499999999998 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 -0.22361499999999998 0.10744000000000002 -0.49405499999999997 0.084835000000000008 -0.0029299999999999994 -0.23001499999999997 0.088875000000000023 0.16094000000000003 0.086010000000000017 0.08660000000000001 -0.088669999999999985 -0.0057949999999999989 0.095285000000000022 0.12205500000000001 0.087325000000000014 -0.097604999999999983 -0.080094999999999986 -0.069894999999999985 0.10276500000000001
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 -7 -9 10 -10 12 -12 -14 17 16 -11 18 -15 22 23 -22 24 -21 -20 -24 -16
right_child=1 2 3 -5 5 6 -8 8 9 15 11 -13 13 14 26 -17 -18 -19 19 20 21 -23 25 -25 -26 -27 -28
leaf_value=-0.00090436818422722962 -0.00076360265769367139 -0.00090474949909485761 0.0008513389834680212 0.00095214917576386343 -0.00087881300148898894 -0.0006199591582329246 -0.00077645798727883522 -0.0006564483451556029 -0.00075343364869676327 -0.00054492786424225476 -0.00046287776638294733 -0.00083510792953019432 0.0011164986127109708 -0.00069727982915040771 0.00040091930572365425 0.0013198943660350888 0.0012632023369320284 0.00076506799559046535 0.00042125153251077396 -0.0001085658930901337 0.00067656389635876253 -0.00022629326009670131 0.0011042589573143928 -0.0011025692401003897 -0.00025484389971342153 0.00044185736340237247 0.00098742757519884377
leaf_weight=0.0010885413411556568 0.0014907406970786621 0.0010085046636727482 0.0012902594516455137 0.0010951838013073525 0.0011925146100990871 0.0016839294402259944 0.001353184884432145 0.0014472458865985019 0.0014847992243520658 0.0010614670311452903 0.0019918306566816249 0.0010240085991419781 0.0017782365186178447 0.0010267362057659888 0.0013067306686269644 0.0010939398198388517 0.0010746822018958824 0.0011578219062977632 0.0010029475790511609 0.0010804311082548423 0.0018198614800937207 0.0027171311498790374 0.0010905450282009399 0.0011545810244437942 0.001246895543773891 0.0010589348169540713 0.0014084540772582033
leaf_count=154 491 74 77 154 231 33 67 205 61 94 155 37 32 201 98 5 30 50 134 28 54 19 126 169 175 89 78
internal_value=0 1.10069e-05 4.43319e-05 7.27827e-05 4.31928e-05 9.83323e-06 4.50817e-05 8.38016e-05 0.000127649 0.000172011 9.74075e-05 0.000157955 0.000209207 0.000284206 0.000192114 0.000688217 0.00036473 8.78146e-05 2.35308e-05 8.97792e-05 -0.000114282 0.000135857 0.000403897 -0.000622056 4.65497e-05 0.000777929 0.00070516
internal_weight=0 0.0361416 0.0346509 0.0336424 0.0325472 0.0312569 0.0300644 0.0287112 0.0270273 0.02558 0.0223499 0.0208651 0.0198411 0.0178493 0.0160711 0.00323009 0.00213615 0.0133559 0.0121981 0.0111713 0.006772 0.00453699 0.00439932 0.00223501 0.00224984 0.00214948 0.00271518
internal_count=3121 2967 2476 2402 2248 2171 1940 1873 1840 1635 1506 1445 1408 1253 1221 129 124 1045 995 794 270 73 524 197 309 215 176
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=28
num_cat=0
split_feature=1213 1374 1375 160 484 14 133 38 16 13 3 1 12 48 49 12 43 1 4 13 151 16 2 48 43 4 0
split_gain=0.000556406 0.00051683 0.000624494 0.000518009 0.000407677 0.000412701 0.000452761 0.000408578 0.000404954 0.000368245 0.000437623 0.000530646 0.000690412 0.000455902 0.00041707 0.000746631 0.000371771 0.00057081 0.000614827 0.00052235 0.000490517 0.000371009 0.000369005 0.000254759 0.000160895 0.000207824 3.92997e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -0.40698999999999991 -0.0068949999999999992 0.076975000000000002 0.10622000000000002 0.084835000000000008 -0.062804999999999986 -0.23438999999999996 0.095270000000000007 0.12958500000000003 0.092355000000000007 0.10327000000000001 -0.014989999999999998 0.10645 -0.48582499999999995 1.0000000180025095e-35 -0.076779999999999987 -0.082904999999999993 -0.079059999999999978 0.042200000000000008 0.10005000000000001 0.090225000000000014 -0.043144999999999996 0.053180000000000012 -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
left_child=-1 -2 -3 -4 8 6 7 9 -5 22 11 12 13 16 -14 -16 -11 18 19 -18 -19 23 -6 -12 -22 -26 -23
right_child=1 2 3 4 5 -7 -8 -9 -10 10 21 -13 14 -15 15 -17 17 20 -20 -21 24 26 -24 -25 25 -27 -28
leaf_value=-0.00091170984619584703 -0.00080552752242902409 0.0011443419513030482 -0.00090245393638196784 0.00014139955247482298 4.0983434031249591e-05 -0.00056821177886122248 -0.00066897859358828863 -0.00061229294433836647 -0.001072237816858046 0.0011344235343050274 0.0007071430791338564 0.0011365846070704204 0.00042715308375020224 0.001322946736040299 -0.0014861407414437304 2.7539508869278748e-05 0.00092558109711344768 0.0012912333586486357 -0.0012276035256463733 -0.00055432410087396275 0.00068086239791939477 -0.00090236591642762272 0.0011486995978695685 -0.00027443458084829161 -0.00038224752618759323 0.00045202069037799026 -0.00049014757332040051
leaf_weight=0.001473993704963982 0.0015945818242961698 0.0011340094711143047 0.0012842145898498405 0.0011134715364085057 0.0010395976094703585 0.0018399526977486138 0.0013782528213016612 0.0012773577254536752 0.0013351155550580798 0.0010621502551515496 0.0010613686293030602 0.0014982470119853089 0.0012245761241516107 0.0010869023910018436 0.0012347987624772303 0.0017247119165193503 0.0010249462121123543 0.0013078990138128965 0.001047869609197798 0.001083405192329405 0.001237308237977075 0.0010295969508717917 0.0018385769338844504 0.0012979282259095726 0.0013300275773489023 0.0013077075281913153 0.0010134405484478748
leaf_count=491 55 56 213 155 37 50 278 49 309 17 42 88 28 48 212 87 24 109 215 139 111 14 85 23 109 34 43
internal_value=0 2.06511e-05 6.07995e-05 2.20126e-05 6.10718e-05 0.000112014 0.000159955 0.000206156 -0.000520348 0.000250736 0.000181086 0.000294172 0.000208149 0.000411751 -0.000302218 -0.000604014 0.000306407 0.000200943 -0.000297272 0.000165112 0.000504337 -0.0002343 0.000748592 0.000167144 0.000238745 3.13569e-05 -0.000697887
internal_weight=0 0.034408 0.0328134 0.0316794 0.0303952 0.0279466 0.0261067 0.0247284 0.00244859 0.0234511 0.0205729 0.0161705 0.0146723 0.0104882 0.00418409 0.00295951 0.00940131 0.00833916 0.00315622 0.00210835 0.00518294 0.00440233 0.00287817 0.0023593 0.00387504 0.00263774 0.00204304
internal_count=3121 2630 2575 2519 2306 1842 1792 1514 464 1465 1343 1221 1133 806 327 299 758 741 378 163 363 122 122 65 254 143 57
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=25
num_cat=0
split_feature=1213 480 1374 1456 453 0 133 38 13 40 42 49 43 4 52 4 1 2 15 0 4 16 3 49
split_gain=0.000528294 0.000478942 0.000468554 0.000504154 0.000480427 0.000525926 0.000418901 0.000431475 0.000372957 0.000407861 0.000971222 0.000436082 0.000515807 0.000525536 0.000484405 0.000425374 0.000422248 0.00031853 0.000319717 0.00049401 0.000392121 0.000276409 0.000120249 7.80018e-05
threshold=-1.0000000180025095e-35 0.08598500000000002 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.10622000000000002 0.084835000000000008 -0.47860499999999995 0.05433000000000001 -0.12995999999999999 0.093655000000000002 -0.25681499999999996 -0.35136499999999998 0.093665000000000012 -0.083854999999999985 1.0000000180025095e-35 0.11237500000000002 -0.10203999999999998 -0.081459999999999991 0.0067750000000000006 -0.050529999999999999 -0.072199999999999986 0.13725000000000001
decision_type=2 2 2 2 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 5 -5 7 8 -7 10 -10 12 -12 -14 15 -15 -17 18 19 -18 21 -20 -22 -13
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 23 13 14 -16 16 17 -19 20 -21 22 -23 -24 -25
leaf_value=-0.00089673867189987981 -0.00077570980678070515 -0.00093125440027188092 -0.00078499306257763925 0.0011137070500235615 -0.00080420582000256856 0.00088782014277750271 -0.0006797362529729732 -0.00073900560396407259 -0.0011964795748114704 0.0010878788879895326 0.0008542081137868446 0.0011523262298074809 -0.00069611579067546745 0.0010158478851559913 -0.00059639541930004781 -0.00070542936537644355 -0.00083783811805403187 0.00090927520162105392 0.00044926553387642301 0.00039351165329287681 0.0011221630429086036 -0.0006481186083336746 0.00045983405948237508 0.00056780727604409061
leaf_weight=0.0014417969255158805 0.0014173493072284762 0.0011196084539023534 0.0013564599357223086 0.0012778143289722188 0.0011337143017740017 0.0017319595954448019 0.0013160382406119933 0.0010736631509002939 0.0011593590371677389 0.0010179456788348409 0.0019067560048275896 0.0010007261627708588 0.0019024899839532481 0.0014089042052640626 0.0017116343644583152 0.0011451190772473864 0.001517675475047664 0.0013803763163279803 0.0010105054849356343 0.0013680614986590822 0.001187676876021726 0.0010169605228167612 0.0012345200139520784 0.0010160001665084906
leaf_count=491 55 213 249 47 74 58 298 49 80 33 40 137 151 117 211 275 52 125 87 30 32 141 25 51
internal_value=0 2.31991e-05 5.84766e-05 9.94241e-05 0.00014302 0.000183722 0.00013639 0.000181536 0.000225044 0.000170342 0.000123564 0.000204937 0.000126515 3.32914e-05 0.000140189 0.00025206 0.000142932 0.000254394 0.000131158 -0.000254084 0.000380999 -0.000101173 0.000784594 0.000857853
internal_weight=0 0.0314113 0.0302917 0.0288744 0.0275179 0.0263842 0.0251064 0.0237903 0.0227167 0.0209847 0.0199668 0.0188074 0.0167907 0.0148839 0.0129814 0.0112698 0.0098609 0.00871578 0.0073354 0.00288574 0.00444966 0.00202747 0.0024222 0.00201673
internal_count=3121 2630 2417 2362 2113 2039 1992 1694 1645 1587 1554 1474 1286 1246 1095 884 767 492 367 82 285 228 57 188
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=30
num_cat=0
split_feature=146 147 1456 1213 122 124 480 42 453 43 1 133 0 4 52 0 52 1 51 160 4 0 3 2 48 15 15 4 15
split_gain=0.000826473 0.000853145 0.000843325 0.000578441 0.000544476 0.000671516 0.000631223 0.000622785 0.000551563 0.00059922 0.000665472 0.000473902 0.000503614 0.000602257 0.00049561 0.00047554 0.00041136 0.000398982 0.000301949 0.000454401 0.000304226 0.0005406 0.000614901 0.000276056 0.0002702 0.00024066 0.000267935 0.000186562 0.000256436
threshold=0.12035500000000002 0.089025000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.10281000000000001 0.08598500000000002 -0.11466499999999999 1.0000000180025095e-35 0.24789500000000006 0.11323000000000001 0.099660000000000012 -0.059114999999999994 -0.35136499999999998 0.096795000000000006 -0.23091999999999999 -0.07167999999999998 0.12408500000000001 0.095050000000000009 0.092070000000000013 -0.083854999999999985 -0.10151999999999999 0.092670000000000016 0.10045500000000002 0.13252500000000003 -0.089964999999999976 -0.10203999999999998 0.27044500000000005 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 12 15 14 16 -9 -14 -3 19 20 -17 22 25 -15 27 26 -22 28 -12
right_child=-2 17 3 4 -6 -7 -8 8 -10 -11 24 -13 13 23 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010380184441619654 -0.0012167486662439202 0.00033276674380511116 -0.00076626381528823275 -0.00082852891768223189 -0.00088042219409854914 0.00097341787176029695 -0.00091210906667153692 0.00052707640167478482 -0.00073479066311454562 -0.0006987581532950886 0.00017742396011675063 -0.00071770032500896087 0.00021448388217965987 0.0012124357264453618 0.00059392175846804669 0.00055552398990417527 -0.00089844884518750087 0.0013462470413396648 0.00049122023004596373 -0.00096884243119391286 4.5716670141555726e-05 -0.00085486774206877008 -0.00078304440915545268 0.00037580304875209347 2.1225844053360067e-05 -0.00017873171397629994 0.00090180011752846886 0.0011622881896242794 0.00093901770637100682
leaf_weight=0.0014894030904629143 0.0010203131205344098 0.0019888769652993679 0.0017252016876168055 0.0013659919952855306 0.0011470223776086632 0.0014053243765745895 0.0012567791281217202 0.0022848880871926157 0.0013675003887612105 0.0014651545891715126 0.0015735899824278476 0.0012791213489814482 0.0012588596964775434 0.0017788281813731028 0.0019595236534968308 0.0010764493158106261 0.0011524043539594686 0.0010889676780756474 0.0011901493527579623 0.001296086277057463 0.0012517076261131521 0.0017843378821053232 0.0013726681037269373 0.0011940530340641686 0.0011897716426574334 0.0014784910043878965 0.0014064736775916131 0.001345265666397033 0.0016310881409538061
leaf_count=286 4 93 459 98 16 34 203 30 65 140 72 287 111 38 23 88 24 27 63 85 38 470 18 37 29 49 27 178 29
internal_value=0 9.30761e-06 -4.48988e-05 -5.17577e-06 3.1799e-05 6.22472e-05 2.33964e-05 6.04827e-05 0.000100513 0.000139944 0.000184623 7.71076e-05 0.000126737 0.000409043 9.11581e-05 -3.10228e-05 -0.000317415 0.000691345 -0.000148483 -0.000227247 -0.000112413 -0.000210992 -2.45606e-06 0.000876404 0.000592303 0.000256566 0.00049868 0.000741635 0.000565053
internal_weight=0 0.041804 0.0387261 0.0372367 0.0355115 0.0343645 0.0329592 0.0317024 0.0303364 0.0289689 0.0275038 0.021764 0.0204849 0.00734367 0.00437079 0.0131413 0.00241126 0.00307784 0.0108564 0.00966621 0.00837013 0.00729368 0.00550934 0.00297288 0.00573972 0.00413667 0.00265818 0.00454994 0.00320468
internal_count=3121 3117 2997 2711 2252 2236 2202 1999 1901 1836 1696 1388 1101 233 158 868 135 120 838 775 690 602 132 75 308 114 65 279 101
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=29
num_cat=0
split_feature=1213 1456 1374 453 0 480 49 133 38 133 43 52 15 42 15 2 52 52 52 156 52 48 3 2 1 15 3 47
split_gain=0.000565425 0.000552272 0.00052765 0.000511977 0.000776193 0.000547441 0.000534327 0.000591898 0.000601885 0.00071972 0.000843559 0.000687326 0.000806543 0.000489606 0.00063251 0.000594591 0.000430261 0.000438966 0.000442315 0.000440396 0.000311321 0.000280161 0.000635861 0.000453971 0.000418725 0.000610584 0.00025703 0.000191065
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.08598500000000002 0.11042000000000002 -0.23133499999999999 0.084835000000000008 0.10622000000000002 0.10915000000000001 0.11434500000000002 -0.036009999999999993 0.097315000000000026 0.097485000000000016 0.11411 -0.23798499999999997 -0.081429999999999989 -1.0000000180025095e-35 0.096630000000000008 -0.088204999999999992 -0.032929999999999994 -0.10831999999999999 0.096540000000000015 0.095025000000000012 0.081070000000000017 -0.016324999999999996 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
left_child=-1 -2 -3 4 -4 6 7 -6 9 10 11 13 -13 14 15 16 -9 20 19 -19 26 -20 -23 24 25 -24 -18 -8
right_child=1 2 3 -5 5 -7 27 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 21 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=-0.00081808287334500084 -0.00082974408734762034 -0.00071263277101187559 0.0010983237963732928 -0.00076727208289915265 -0.0010053127643022905 -0.00094269434180733341 0.0003287297617051976 -0.00065589341768593538 -0.00084120903864246649 -0.00096893532534359102 0.0011553817654834152 0.00015119571785996252 -0.0014284790905453762 0.00091547030547213558 -0.00068089487584610509 0.0012135017815803428 0.00082840669588863205 -0.0011662255186416211 0.00088844123674158284 0.00015597642929679963 0.0012082717243805986 -0.00055352970510499108 -0.00094709517114993159 0.0012196365193262353 0.0007182894568886789 0.00057526712003683114 -0.00018280452860805585 0.0011156065447455567
leaf_weight=0.0016715512045107342 0.0014599967041307163 0.0016885188252118146 0.0016402639724510905 0.0013177786095945878 0.0010115582100597145 0.0010128713421791993 0.0011687561944868632 0.0012051011251128447 0.0012955137119163842 0.0011065032996215854 0.0017798201321763676 0.0014948661756024606 0.0011798258404698272 0.001899453975240494 0.0016816009326570116 0.0011851982258650464 0.0010335176065805474 0.0010294347357158113 0.0011516093429122546 0.0010262799055702487 0.0013582472104172122 0.0019887105358122777 0.0011581420278253029 0.0010845598036723914 0.0016297812055937611 0.0010029322637241656 0.0010178298168810329 0.0013645169152121106
leaf_count=491 258 55 50 75 166 200 115 147 42 268 29 101 90 83 63 123 86 146 22 21 63 27 57 21 46 169 53 54
internal_value=0 3.1208e-05 6.6603e-05 0.000105502 0.000140883 9.00044e-05 0.000125042 6.68543e-05 0.000108078 0.000157244 0.000209368 0.000133275 -0.00054561 0.000226621 0.000152078 0.000240334 0.000161797 0.000234893 8.49288e-05 -0.000506139 0.000677864 0.000236514 0.000127139 0.000404787 0.00017166 -0.000240583 0.000326668 0.000752571
internal_weight=0 0.0369732 0.0355132 0.0338247 0.0325069 0.0308666 0.0298538 0.0273205 0.0263089 0.0250134 0.0239069 0.0221271 0.00267469 0.0194524 0.0175529 0.0158713 0.0146861 0.013481 0.0100714 0.00205571 0.00340959 0.00801574 0.00686413 0.00487542 0.00379086 0.00216107 0.00205135 0.00253327
internal_count=3121 2630 2372 2317 2242 2192 1992 1823 1657 1615 1347 1318 191 1127 1044 981 858 711 509 167 202 342 320 293 272 226 139 169
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=28
num_cat=0
split_feature=457 457 1213 1429 151 4 2 151 1 48 16 49 160 160 42 43 3 15 15 15 49 14 16 13 3 52 16
split_gain=0.000537212 0.000566072 0.000604718 0.000567324 0.000466287 0.00055861 0.000553701 0.000462492 0.000440401 0.00041565 0.000591807 0.000398339 0.000380631 0.000632708 0.000455096 0.000750952 0.000544455 0.000619374 0.00038966 0.000502865 0.000457178 0.000315621 0.000287783 0.000656589 0.000492552 0.0001325 3.73643e-05
threshold=-0.15747999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24462999999999999 0.24564500000000003 0.090935000000000016 -1.0000000180025095e-35 0.083135000000000014 -0.032929999999999994 -0.40995499999999996 -0.047584999999999995 -0.090969999999999981 -0.079279999999999975 -0.088934999999999986 -0.050459999999999998 -0.077774999999999983 0.083935000000000023 -0.10203999999999998 -0.074054999999999996 -1.0000000180025095e-35 -0.45687499999999998 0.22339500000000004 -0.117405 -0.0087149999999999988 -0.078224999999999975 -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
left_child=-1 -2 -3 -4 -5 7 9 8 -6 -7 -11 25 -9 -14 -15 16 17 -16 -17 -20 -21 -8 23 -22 -25 -10 -23
right_child=1 2 3 4 5 6 21 12 11 10 -12 -13 13 14 15 18 -18 -19 19 20 22 26 -24 24 -26 -27 -28
leaf_value=0.00087755065590984331 -0.00077126953812663558 -0.00079409854853586129 -0.00088466321729630069 -0.00077612383653251425 -0.00036027030477216783 0.00075135047844590791 0.00021100246163342862 -0.000641527720701398 0.0011903233448470163 -0.00087390503326342166 0.00029344397646458069 -1.8309930255187517e-06 0.00091038359836503185 -0.00074690291517376666 -0.00040373572506174693 -0.00097433515240374761 0.001008623143328994 0.00085469252852256815 0.00056913482462453576 -0.0010635651286979219 0.00081828229883815305 0.0012474525213199972 -0.00055187204501340285 -0.00081945032398743139 0.00034626780158019332 0.00058081747177194754 0.00091562391526791784
leaf_weight=0.0011430392799027791 0.0016171934321703709 0.0014890813020099749 0.0010540341054094951 0.0010294711051015417 0.0010748520228589511 0.0012121848111661393 0.0010069847343814331 0.0018525250796610484 0.0012244070597482448 0.0011588802560420497 0.0019495454582250096 0.0012771031296097135 0.0011317746803314313 0.0015911041401930346 0.0017328538963994333 0.0010374543617697124 0.0016544119677146503 0.0010518960428615998 0.0014122664631912533 0.0010514340390308536 0.001292861288142432 0.0011329029207058916 0.0018509465336816744 0.0014134229291253523 0.001062728025615931 0.0011647345598069236 0.001138764836685735
leaf_count=38 214 487 147 75 84 17 45 278 65 63 35 41 66 157 177 68 132 65 54 30 36 61 93 374 26 56 137
internal_value=0 -2.34364e-05 1.20831e-05 4.89531e-05 8.01878e-05 0.000109114 0.000413001 8.16758e-06 0.000367924 0.000108806 -0.000141766 0.000581412 -8.58813e-05 -2.26657e-05 -9.23624e-05 -1.55614e-05 0.000420825 7.1616e-05 -0.000227947 -0.000132156 -0.000280612 0.000813871 -0.000134129 7.10224e-05 -0.000319141 0.000893182 0.00108111
internal_weight=0 0.0356658 0.0340486 0.0325595 0.0315055 0.030476 0.00759926 0.0228768 0.0047411 0.00432061 0.00310843 0.00366624 0.0181357 0.0162832 0.0151514 0.0135603 0.00443916 0.00278475 0.00912111 0.00808366 0.00667139 0.00327865 0.00561996 0.00376901 0.00247615 0.00238914 0.00227167
internal_count=3121 3083 2869 2382 2235 2160 358 1802 246 115 98 162 1556 1278 1212 1055 374 242 681 613 559 243 529 436 400 121 198
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=26
num_cat=0
split_feature=39 47 43 376 42 1 124 133 4 48 1 3 3 3 52 52 4 1 4 4 16 16 42 128 16
split_gain=0.000473158 0.000739739 0.000511519 0.000917274 0.000445919 0.000643048 0.000518555 0.000514036 0.000509611 0.000506587 0.00057051 0.00057265 0.000546065 0.000491488 0.000464238 0.000406365 0.000619254 0.000766338 0.000428543 0.00055182 0.000378769 0.000357263 0.000206121 0.000167779 0.000140515
threshold=0.15619500000000003 0.13148500000000005 0.24789500000000006 0.088470000000000007 -0.0060199999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.032969999999999992 -0.27825499999999997 0.12737000000000001 0.11323000000000001 0.12178000000000001 0.12745000000000004 0.10299500000000002 0.084505000000000011 -0.088204999999999992 -0.083854999999999985 0.08592000000000001 -0.00099499999999999979 0.0067750000000000006 -0.015314999999999997 -0.061854999999999993 0.095885000000000012 0.085955000000000018 -0.094359999999999986
decision_type=2 2 2 2 2 2 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 -8 14 10 12 22 13 15 -9 -10 -17 20 -19 -20 -18 -3 -12 -7 -21
right_child=-2 21 -4 -5 6 23 7 8 9 -11 11 -13 -14 -15 -16 16 17 18 19 24 -22 -23 -24 -25 -26
leaf_value=-0.0014284023576557833 0.00094759391140468625 -0.00024547373379768403 -0.00091388599289161541 0.0013774915042054157 0.00094218466308687912 0.00029884064309804967 0.00076574838711022941 -0.0010899787190776025 -0.00072483336700811328 -0.00088059820641036234 -2.5663084434071034e-05 0.0014011324756155849 -0.00091313002280558983 0.00072618698509670059 -2.8003604708339486e-05 0.0008782961156688987 -0.0012995146212744009 0.00080826509907255578 -0.00097882226486597753 -3.6208857032464842e-05 -0.00015362080532565949 -0.0014284786443053774 0.00076701051977554524 -0.00048493933881878058 0.00054207090898017907
leaf_weight=0.0010184998548164728 0.0010381511163366488 0.0010098335367629829 0.0011480252237625601 0.0010373180700619091 0.0013283190577766382 0.0012169821310252793 0.0017845364555709722 0.0016341844855798293 0.0015661323752113017 0.0011122907985097177 0.0019994148797266567 0.0012165862040536268 0.0012783063892811706 0.0019538404029191278 0.001727529266160488 0.0015799386067050164 0.0013069260364736383 0.0015966459175478231 0.0010167320685958714 0.001955917805123164 0.0010705433039852833 0.0010754199770888198 0.0010059708241139109 0.0010277358259669356 0.0015260815680449014
leaf_count=503 26 34 180 49 163 114 249 152 242 26 73 81 25 51 37 82 386 187 44 41 204 28 37 82 25
internal_value=0 -3.12078e-05 2.23303e-05 5.70456e-05 1.12708e-05 -0.000487106 7.2273e-05 2.66572e-05 -2.93555e-05 5.63958e-05 0.000111039 0.000574347 -2.06739e-05 6.33793e-05 -0.000544247 -4.80787e-05 5.73535e-05 -9.57283e-05 0.000172547 -5.30765e-05 -0.000783534 -0.00085558 0.000239663 -6.00101e-05 0.000217238
internal_weight=0 0.0341937 0.0321085 0.0309604 0.0299231 0.00326322 0.0266599 0.0253316 0.023547 0.0201853 0.019073 0.00422197 0.0148511 0.0135728 0.00336171 0.0116189 0.0100528 0.00847285 0.00609538 0.00449873 0.00237747 0.00208525 0.00300539 0.00224472 0.003482
internal_count=3121 3095 3033 2853 2804 699 2105 1942 1693 1504 1478 191 1287 1262 189 1211 969 887 297 110 590 62 110 196 66
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=17
num_cat=0
split_feature=124 47 47 50 2 3 49 47 4 160 2 3 150 2 2 3
split_gain=0.000147472 0.000182472 0.000234302 0.000176437 0.000178586 0.000299157 0.000226352 0.000212613 0.00023761 0.000273142 0.000297718 0.000330654 0.0002611 0.000122643 0.000115182 8.88546e-05
threshold=0.093335000000000015 0.13148500000000005 0.11069000000000002 0.096640000000000018 0.11474000000000002 0.12178000000000001 0.0043850000000000009 0.092530000000000015 0.0061450000000000003 0.086075000000000013 0.10559 0.086245000000000016 0.11456000000000001 0.09580000000000001 0.084245000000000014 0.076840000000000006
decision_type=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 10 11 13 15 14 -1 -10
right_child=-2 -3 -4 -5 5 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00023116374509224839 0.0016192690863628544 -0.0018956660177790814 0.0018922842615614922 -0.0018517404533833718 0.0025414729406237424 -0.0004240553503692493 0.0014406421963801496 -0.0023004019663492655 0.00077099651204367149 -0.0028546634933044497 -0.0025269364144290068 0.0019694458459921828 -0.00079732184022298475 0.00061553482190277776 -0.0021963764689749646 0.0023704396312787357
leaf_weight=0.0011498811658764985 0.0010096322536616844 0.0010231329957439686 0.0011779027461300542 0.0010640620203407605 0.0012855209349298671 0.0013217416110868907 0.0014261526963925139 0.0010344445644123465 0.00193359345968383 0.0010130783812025146 0.0010182220596370861 0.0012889403120315279 0.0017913677741820955 0.0010233350098320937 0.0011356506510909331 0.001014543348992536
leaf_count=425 54 59 102 366 255 97 389 107 162 148 106 56 56 114 580 45
internal_value=0 -9.58652e-05 2.72092e-06 -0.000124459 -1.26388e-05 0.00103811 -0.00021074 -0.000400622 -0.000227759 -0.000762804 -0.000385453 8.87965e-05 0.000520605 -0.000643794 -0.00120765 0.00132141
internal_weight=0 0.0197016 0.0186784 0.0175005 0.0164365 0.00260726 0.0138292 0.0124031 0.0113686 0.00662911 0.00561603 0.00459781 0.0047395 0.00330887 0.00228553 0.00294814
internal_count=3121 3067 3008 2906 2540 352 2188 1799 1692 1429 1281 1175 263 1119 1005 207
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=28
num_cat=0
split_feature=1213 160 1374 1429 4 11 1456 48 457 15 52 0 15 3 16 12 12 3 15 42 16 3 51 16 4 4 4
split_gain=0.000558158 0.000518673 0.000502759 0.000513752 0.000525458 0.000500845 0.000644874 0.00053408 0.000545741 0.000552464 0.000459198 0.000523452 0.000661998 0.000525253 0.000399918 0.000393243 0.00035525 0.000355058 0.000344691 0.000686533 0.000628503 0.00056826 0.000236857 0.000466927 0.000184474 0.000136335 2.73801e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -1.0000000180025095e-35 0.50996500000000011 0.087830000000000005 -1.0000000180025095e-35 0.082620000000000013 -0.0029299999999999994 -0.069954999999999989 0.10744000000000002 0.15398500000000004 -0.016799999999999995 -0.012304999999999998 -0.056919999999999991 1.0000000180025095e-35 0.11650500000000001 0.0041950000000000008 0.035560000000000008 0.081660000000000024 -0.27167499999999994 -0.0087149999999999988 0.045645000000000005 -0.48836499999999994 0.16173500000000005 -0.059649999999999988 -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
left_child=-1 -2 -3 -4 5 6 -5 10 -9 22 11 12 13 16 -15 -12 24 -11 21 20 -20 -14 23 -10 -8 -23 -24
right_child=1 2 3 4 -6 -7 7 8 9 17 15 -13 18 14 -16 -17 -18 -19 19 -21 -22 25 26 -25 -26 -27 -28
leaf_value=-0.0007293595213889039 -0.00071509802405974969 -0.00057302917934204053 -0.00075170080294071381 -0.00080769927129692551 0.00091845806998014574 -0.00050070873637854505 6.1745219766902578e-05 -0.00037104620548048282 0.0010808227596481679 0.00053329109754964173 0.00097757946209997603 -0.00059972618911121689 -1.2002553513896753e-05 -0.00022361167653123801 -0.0010606923602786429 5.4804479442520128e-05 -0.00040562262686415657 -0.00041802205836232424 0.00025765961791239571 0.00065936807786490866 -0.0010275983066788509 0.00058650930361901397 0.0011646566718238553 6.9444698298308142e-05 0.00073990161767572735 0.0011561994259730063 0.000900009220996651
leaf_weight=0.0014565568688076893 0.0012997149584855752 0.0017440678644291543 0.0010036084348437049 0.0010081667113678019 0.0010410132181737355 0.0019610374757803575 0.0011807557794544232 0.0010844094759129286 0.0011057231738913487 0.001024270612674627 0.001229376182898533 0.0019738394246360249 0.0016056131320620892 0.0019564308686826903 0.0013071049529571532 0.0013093223218527683 0.0012387861857063864 0.0011360977181809062 0.0010118316422147366 0.001377812246814214 0.001079855790512515 0.0010665977668793403 0.0011004338617284226 0.0014467030219751376 0.0010320918198590823 0.0012557847616658869 0.0010477532125872102
leaf_count=491 215 55 141 206 143 82 213 82 33 50 19 26 191 89 33 102 33 29 24 200 291 35 49 169 51 31 38
internal_value=0 1.10761e-05 3.93948e-05 7.32123e-05 0.000100285 7.14513e-05 0.000112136 0.000147037 0.000401381 0.000523466 3.85356e-05 -3.4553e-05 4.44939e-05 -0.000221862 -0.000558878 0.000501662 9.67868e-05 3.30131e-05 0.000286282 1.71597e-05 -0.000405868 0.000523991 0.000748875 0.000507578 0.000378043 0.000894559 0.00103558
internal_weight=0 0.0346282 0.0333285 0.0315844 0.0305808 0.0295398 0.0275788 0.0265706 0.00794539 0.00686098 0.0186252 0.0160865 0.0141127 0.00671517 0.00326354 0.0025387 0.00345163 0.00216037 0.0073975 0.0034695 0.00209169 0.003928 0.00470061 0.00255243 0.00221285 0.00232238 0.00214819
internal_count=3121 2630 2415 2360 2219 2076 1994 1788 450 368 1338 1217 1191 419 122 121 297 79 772 515 315 257 289 202 264 66 87
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=28
num_cat=0
split_feature=151 1213 1429 1374 133 480 1 0 151 457 132 448 9 1 2 13 39 15 12 42 43 42 43 3 15 47 150
split_gain=0.000745059 0.000586791 0.000585079 0.000615767 0.000584185 0.000545147 0.000503302 0.000629797 0.000540623 0.000532818 0.000534933 0.000588322 0.000368051 0.000504048 0.0007898 0.000514241 0.000490464 0.000681564 0.000609441 0.000271227 0.000449467 0.000467642 0.000285204 0.000217072 0.000317629 0.00015072 8.80834e-05
threshold=-0.40381499999999992 -0.080769999999999995 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 0.08598500000000002 1.0000000180025095e-35 -0.084044999999999995 -0.086944999999999981 0.091495000000000007 0.079970000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10752500000000002 0.073895000000000002 -0.061684999999999997 0.11536 -0.073184999999999986 0.12477500000000001 -1.0000000180025095e-35 -0.084004999999999982 0.08511500000000001 0.07827000000000002 0.088060000000000013 -0.036009999999999993 0.091210000000000013 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
left_child=-1 -2 -3 -4 -5 6 7 -6 26 10 11 -10 -13 14 -14 25 17 18 -17 -9 21 -21 -22 24 -16 -15 -8
right_child=1 2 3 4 5 -7 8 19 9 -11 -12 12 13 15 23 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0012210135640996563 -0.0010140520879346124 -0.0010022134209030419 -0.00077416907405475615 -0.00094026440866234442 -0.00082597971482225511 -0.00077060392119745916 0.00070108940921136218 -0.00054021372845798762 -0.00083916093513265754 0.0010836779533651159 0.0010888556255288021 0.0010088308783309319 -0.00096198435323781881 0.00053849097803314522 0.00096156252726923555 0.00094022476298532317 0.00099341269687272526 -0.00075509255837310119 -0.00034069309575937101 0.0014199025298485611 -0.00073281757020158091 0.00015699870517484808 0.00015786401680628118 -0.00032178748701345216 -6.0276050944247387e-05 0.0012161333199579663 0.0012733531251051793
leaf_weight=0.0010173288599393251 0.001089709750229483 0.0010459693449809118 0.0016314257961766989 0.0010175401336197645 0.0018609381640964651 0.0012360500759766016 0.0010943805757541716 0.0011171073925093644 0.0012439985756031993 0.0014135029586377348 0.0012110595279055661 0.0010253206287970116 0.0018920623633851283 0.0014213308710803174 0.0011561735962288822 0.0016070329351807189 0.0010472631461233561 0.0018950900545213756 0.0014339396984723862 0.0010482893323224829 0.0010224158322951205 0.0013931017701835913 0.0025949581454129955 0.0012213712808630817 0.0013397113861355336 0.0012660949068719063 0.0011005428511055015
leaf_count=65 325 154 43 175 464 199 38 234 38 46 125 63 305 107 29 57 28 36 7 23 210 43 38 61 91 53 64
internal_value=0 1.82772e-05 5.01121e-05 8.22111e-05 0.00012499 0.000159246 0.000197047 -8.55372e-05 0.00031655 0.000239684 0.000172513 0.000105456 0.000182233 0.000122883 -0.000210752 0.000338719 0.000105599 -8.27643e-05 0.000336221 0.000106484 0.000225721 0.000699267 -9.38785e-05 0.000171621 0.000413072 0.000857741 0.000988025
internal_weight=0 0.0364264 0.0353367 0.0342907 0.0326593 0.0316417 0.0304057 0.00903681 0.0213689 0.019174 0.0177604 0.0165494 0.0153054 0.0142801 0.00560932 0.00867075 0.00598333 0.00493606 0.00304097 0.00717587 0.00605877 0.00244139 0.00361737 0.00371726 0.00249588 0.00268743 0.00219492
internal_count=3121 3056 2731 2577 2534 2359 2160 1012 1148 1046 1000 875 837 774 486 288 128 100 64 548 314 66 248 181 120 160 102
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=29
num_cat=0
split_feature=1213 1456 151 49 13 13 475 1374 0 39 42 43 474 160 3 3 133 15 2 4 4 42 13 16 16 15 42 2
split_gain=0.000616479 0.000581899 0.000561055 0.000560989 0.000445242 0.000589735 0.000406161 0.000438896 0.000497889 0.000346734 0.000617791 0.000612358 0.000687109 0.000880023 0.000456026 0.000467776 0.000443823 0.000441143 0.000532558 0.000521457 0.000538016 0.000253826 0.000184299 0.000171098 0.000164255 0.000154367 0.000140196 0.000125686
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.27559499999999998 0.10969000000000002 -0.53104499999999988 -0.47860499999999995 -0.08459499999999999 -0.094929999999999987 -0.23091999999999999 0.13507500000000003 -0.12995999999999999 -0.063379999999999978 0.084660000000000027 -1.0000000180025095e-35 -0.077774999999999983 -0.10023499999999998 -0.0084449999999999994 -0.03241999999999999 0.092235000000000025 -0.059649999999999988 -0.27825499999999997 0.094935000000000005 -0.0097949999999999982 -0.073849999999999985 0.066275000000000014 -0.10203999999999998 0.092620000000000022 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
left_child=-1 -2 -3 4 -4 -6 -7 -8 -9 10 -10 14 13 -13 15 21 -15 18 25 20 -19 24 26 -5 -12 -18 -16 -21
right_child=1 2 3 23 5 6 7 8 9 -11 11 12 -14 16 22 -17 17 19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00087484347264213868 -0.0008402122988326134 -0.00095821530599119148 -0.00082269963581863947 0.0011483379867062975 0.00097530580535867112 -0.00078311851147609462 -0.00064491506881678032 0.00092223815795886856 -0.00095691979094327299 0.00079560133267549636 0.00031512596094155065 -0.0013611559623926458 0.00096262629802923981 -0.00078914330746641004 0.0013064433546199122 -0.00055375294417616999 -0.00023146881405289118 -0.00039200568801499937 0.0011096299594402306 -0.0011530551443551637 0.00090874549534425929 -7.1387102929501429e-05 0.00025887576185044166 0.00036255681144980317 0.0011028334409518832 0.00037991780851946358 0.00064381049548829924 -0.00045238961627570395
leaf_weight=0.0015281239449217989 0.0014324848221720912 0.0010071079671538632 0.001095817467041015 0.0011841442998485885 0.0013939689526814006 0.0011227249671397202 0.0015567087549683825 0.0014350393227040492 0.0011713835852774626 0.0012338658077695177 0.0010688100587081806 0.0011604096551411933 0.0010821335258746076 0.0014759613204440311 0.001230730472222108 0.0014771351385987064 0.001782238108996026 0.0014975448652449971 0.0012878072862372303 0.0010052502855018228 0.0010683765503491927 0.0014141117224042432 0.0010024394942961257 0.0010041424283829805 0.00100925709716293 0.0014841496583812772 0.0012744306233439806 0.001002817053251448
leaf_count=491 258 74 27 51 45 174 37 46 76 31 72 138 69 310 106 367 24 55 78 38 159 28 65 106 21 31 116 28
internal_value=0 3.38066e-05 7.11486e-05 0.000103025 5.3627e-05 8.64719e-05 4.19726e-05 7.66406e-05 0.000121278 7.28388e-05 3.31947e-05 8.75854e-05 -0.000105177 -0.000203396 0.000379715 0.000106843 -7.6703e-05 3.84934e-05 0.000347001 -0.000268679 0.00014959 0.000386264 0.000766301 0.000787765 0.000697693 4.63271e-05 0.000969347 -0.000803147
internal_weight=0 0.034961 0.0335285 0.0325214 0.0303331 0.0292373 0.0278433 0.0267206 0.0251639 0.0237289 0.022495 0.0213236 0.0128467 0.0117646 0.00847691 0.00496931 0.0106041 0.00912818 0.0045542 0.00457399 0.00256592 0.00349218 0.0035076 0.00218829 0.00207807 0.00326639 0.00250516 0.00200807
internal_count=3121 2630 2372 2298 2141 2114 2069 1895 1858 1812 1781 1705 930 861 775 488 723 413 133 280 214 121 287 157 93 55 222 66
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=16
num_cat=0
split_feature=124 123 133 484 12 156 160 160 1 12 42 15 0 49 16
split_gain=0.000129389 0.000182322 0.00025862 0.000236015 0.000228259 0.000198671 0.000256293 0.000246239 0.00016055 0.000275727 0.000253874 0.000143231 0.00020213 0.000200079 0.000140196
threshold=0.10195500000000002 1.0000000180025095e-35 0.09389500000000002 -0.0068949999999999992 -0.015429999999999998 0.091255000000000017 -0.091944999999999985 -0.027994999999999996 0.12958500000000003 0.092355000000000007 0.083865000000000009 -0.011859999999999997 -0.20211999999999997 -0.047584999999999995 -0.25582999999999995
decision_type=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 9 10 11 12 13 -9 -11
right_child=-2 -3 -4 4 5 -7 7 8 -10 14 -12 -13 -14 -15 -16
leaf_value=-0.0019536127082267563 0.0015154088866927299 0.0012463584387668299 -0.0021717641108765554 -0.0018193218390349932 -0.0015970119535367179 -0.0014180129343504854 0.0025689637240426492 0.0010979872914815779 0.0014985680909281945 6.1041661719593481e-05 0.0020943031418939775 -0.00099773127252926756 0.0018467306151174719 -0.0016518633355516637 -0.0020166251815521095
leaf_weight=0.001199094286188764 0.0010102621411757209 0.0017818350803276975 0.0012146824170071726 0.0011478738937986633 0.0011625101466209023 0.0013120259698307388 0.0010606946882392174 0.0010010207209631972 0.0019622021386949138 0.0011033053511155799 0.0016194772965829607 0.0015640414461726192 0.0014473812480968453 0.001026940294885037 0.0014268695594558678
leaf_count=405 42 242 495 127 291 198 134 29 72 40 276 361 109 37 263
internal_value=0 -9.00158e-05 -0.000220506 -8.13585e-05 6.04225e-05 0.000207341 0.000366787 0.00055373 0.000362043 0.000119353 0.000586714 0.000102229 0.000597255 -0.000294511 -0.00111064
internal_weight=0 0.02003 0.0182481 0.0170334 0.0158343 0.0146865 0.0133744 0.0122119 0.0111512 0.00918904 0.00665886 0.00503938 0.00347534 0.00202796 0.00253017
internal_count=3121 3079 2837 2342 1937 1810 1612 1321 1187 1115 812 536 175 66 303
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=30
num_cat=0
split_feature=1213 151 133 1429 4 1374 1374 150 3 151 151 457 11 160 133 160 52 15 0 3 16 16 15 42 3 43 3 2 52
split_gain=0.000776471 0.000596073 0.000568325 0.000583831 0.000623947 0.000566346 0.000483189 0.000562257 0.000523549 0.000434174 0.000420711 0.000405328 0.000402614 0.000440176 0.000517955 0.00065701 0.000456906 0.000524227 0.000635083 0.000536939 0.00057789 0.000406475 0.000397203 0.000753012 0.000322837 0.000255399 0.000274255 0.000162103 8.18436e-06
threshold=-1.0000000180025095e-35 -0.27559499999999998 -0.25159999999999993 -1.0000000180025095e-35 0.50822500000000004 0.086000000000000007 -0.094929999999999987 0.081835000000000019 0.090900000000000009 -0.0067699999999999991 -0.081674999999999984 0.084485000000000018 0.080455000000000013 -0.090969999999999981 0.10622000000000002 0.041220000000000007 0.10611000000000001 -0.016799999999999995 0.15398500000000004 0.095270000000000007 -0.076669999999999988 -0.008904999999999998 0.024640000000000006 0.081660000000000024 -0.0087149999999999988 -0.076124999999999984 -0.013929999999999998 0.11293500000000002 -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
left_child=-1 -2 -3 -4 5 6 -5 12 9 10 11 -9 13 21 15 16 17 19 22 25 -21 -8 24 -24 -19 -15 -27 -18 -26
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17 27 18 -20 20 -22 -23 23 -25 28 26 -28 -29 -30
leaf_value=-0.0010320844153581723 -0.0011025944116438587 -0.0010190144407725003 -0.00098408030834059267 -0.00068051907192357591 0.0012501900493022044 -0.00099160569680872791 -0.0011828532677956578 0.00093557349547581335 0.0012952917508206241 -0.00035047864898555007 0.0014189987122606251 -0.00036922627929666165 -0.00071044304546337487 -0.00019375393996904825 -0.0007076733734864961 -0.00056754763608621338 0.00056671734768868199 0.00039728597284572524 -0.00050084640153260057 7.7962232227096572e-05 -0.0014144418417073087 0.00014067333900243426 -0.0003788807129450635 0.0011238751371130886 0.0014990397642446586 0.0011687561531121258 0.00011066848610546994 0.0013971770063148138 0.0013153062876650097
leaf_weight=0.001668835994324879 0.0010456178357367554 0.0010896393977520838 0.0011185977461451993 0.0016089740356690632 0.0011029976762294549 0.0010735674069004544 0.001097079928891409 0.0010409790817762499 0.0016802412415763968 0.0015414525489340072 0.0010438204553366859 0.0011526360864131391 0.0014550478667914027 0.0015404063928943224 0.0013838863793503844 0.0019847800061083545 0.001024840798824477 0.0010846185534272301 0.0011757751952856665 0.0012481332298821535 0.0011411084229422386 0.0010370827495926873 0.0016487368500214261 0.0014310180587120414 0.0010950001192462366 0.0010593056667453915 0.0012008183207834365 0.0011415252886415317 0.0011337147395309556
leaf_count=491 74 167 153 43 149 68 199 70 68 58 36 52 95 166 308 255 50 73 13 35 24 80 176 67 23 54 30 18 26
internal_value=0 2.52744e-05 5.8649e-05 9.2938e-05 0.000129305 9.06992e-05 0.00012824 0.000172589 0.000567517 0.000311634 0.000626888 0.000249966 6.11125e-05 0.000113505 0.000185758 0.000254793 0.000357284 0.000255406 0.000522967 -7.1767e-05 -0.000634814 -0.000539694 0.00071126 0.00031938 0.00107551 0.000282198 0.000606587 0.00100431 0.00140558
internal_weight=0 0.0363814 0.0353358 0.0342461 0.0331275 0.0320245 0.030951 0.029342 0.00645913 0.00477889 0.00323744 0.00219362 0.0228829 0.0214278 0.0192937 0.0179098 0.015925 0.0137586 0.00756886 0.00618977 0.00238924 0.00213416 0.00639309 0.00307975 0.00331333 0.00380053 0.00226012 0.00216637 0.00222871
internal_count=3121 2630 2556 2389 2236 2087 2019 1976 284 216 158 122 1692 1597 1318 1010 755 687 378 309 59 279 365 243 122 250 84 68 49
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=18
num_cat=0
split_feature=14 3 40 48 50 0 3 42 15 3 47 16 0 0 160 48 2
split_gain=0.000127314 0.000131415 0.000188336 0.000232725 0.0002502 0.000223398 0.000334766 0.000245674 0.000238491 0.000193319 0.000181012 0.000180677 0.000138292 0.000233161 0.000131936 0.000281574 5.68734e-05
threshold=0.076175000000000007 0.20828500000000003 -0.074429999999999982 0.12879500000000002 0.081075000000000022 -0.10607499999999999 -0.12018999999999998 0.075730000000000006 -0.077844999999999984 0.092670000000000016 0.13082500000000002 0.24134000000000003 -0.084044999999999995 -0.043914999999999989 0.086870000000000017 0.083685000000000009 0.094215000000000007
decision_type=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 16 14 -10 11 12 -8 -14 15 -4 -7
right_child=-2 -3 3 -5 -6 6 10 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0013863753429051678 -0.0014405022058976489 0.0015778521598250588 -0.00074693131155603178 -0.0019241214535191935 -0.0019742905978738724 0.0024666799886159585 -0.0021578922921058996 -0.00061351493277835771 0.00078748719967835037 0.0033003139380947209 0.00063972572895538461 -0.0029620572351710755 0.0010869288223135955 -0.0017779160157458402 -0.0012365273811453625 0.0022620659324718169 0.0010044214412917108
leaf_weight=0.0016732404652351198 0.0011316296515855298 0.0010473290003345506 0.0012949122555419024 0.0013112305812548177 0.0011465981673071104 0.0010338717476958657 0.0010696935201493264 0.0014443808388300283 0.001352828078086339 0.0010354822773592787 0.001065872331746931 0.0010416276800623847 0.0011770178639190464 0.0010123711708350681 0.0010282321821075691 0.0011035312165159628 0.0010048345322157815
leaf_count=222 101 142 62 67 523 46 618 46 74 39 19 277 620 68 50 49 98
internal_value=0 6.88882e-05 -1.51937e-05 -0.000152158 -5.20829e-06 0.00014875 -0.000289163 0.000767526 0.000815198 0.00187696 -0.000974988 -0.00137517 -0.000867993 -0.000237772 7.51786e-05 0.000637518 0.00174596
internal_weight=0 0.0198431 0.0187957 0.0171225 0.0158113 0.0146647 0.00884967 0.00348309 0.00581499 0.00238831 0.00536658 0.00430071 0.00325908 0.00218939 0.00342668 0.00239844 0.00203871
internal_count=3121 3020 2878 2656 2589 2066 1792 190 274 113 1602 1583 1306 688 161 111 144
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=27
num_cat=0
split_feature=1213 1456 1374 453 0 133 12 14 38 124 1 13 3 11 0 12 16 15 0 0 1 15 2 15 2 16
split_gain=0.000538059 0.000495095 0.00049082 0.000462036 0.000725113 0.000341671 0.000387976 0.000759198 0.000365309 0.000498365 0.000336753 0.000298856 0.00044062 0.00051532 0.000483857 0.00100607 0.000486878 0.000526556 0.000520512 0.000503003 0.000421033 0.000403596 0.000350493 0.000342158 0.000270726 7.95494e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.10622000000000002 0.12757000000000002 0.076175000000000007 0.084835000000000008 -0.043384999999999993 0.096860000000000016 -0.23438999999999996 -0.12018999999999998 0.080455000000000013 -0.053834999999999994 -1.0000000180025095e-35 -0.29154999999999992 -0.11713499999999999 -0.10607499999999999 -0.074229999999999977 0.10752500000000002 -1.0000000180025095e-35 0.10005000000000001 -0.09551999999999998 0.081685000000000021 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
left_child=-1 -2 -3 4 -4 6 7 8 9 10 -6 22 13 21 16 -16 -14 -18 24 23 -15 -13 -11 -20 -19 -23
right_child=1 2 3 -5 5 -7 -8 -9 -10 11 -12 12 14 20 15 -17 17 18 19 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.00091974958496121128 -0.0008450804044391238 -0.00074663184007352375 0.0012073665078264127 -0.00078481712365974145 0.00034805394251899598 -0.00063858017333711129 0.00088376742847610598 -0.0010665591271899319 -0.00066501470494541336 -1.923500180517814e-05 0.0015461460717288433 0.0014760471437279543 -0.00083640570873332737 -0.00080861502923900417 0.00056857374154427353 -0.0013061954123982807 -0.00065488428375550108 0.0014971564404541436 0.00028593544270032878 0.00076786121584855019 0.00054911106324582895 7.1505057312791883e-05 0.0011717651413898646 -0.00080881123311241348 0.00051906121934176743 0.0006692062374958125
leaf_weight=0.0014206561576634016 0.0014125322265597642 0.0015961267888258126 0.0015307725564817033 0.0012602700015864601 0.0012166355617608806 0.0013687498481429463 0.0016326407409978918 0.0012542731368929685 0.001199197526432271 0.0010529894903594716 0.0010402388160619669 0.0013121035855725438 0.0012246153757540139 0.0011395661862536599 0.0010649756724512294 0.0019136683168366241 0.0014187805825613877 0.0010742856206888887 0.0011732774300230366 0.0014614310075331798 0.001048036305860478 0.0010098636555397776 0.0013450817559679251 0.0016311955040956838 0.0018264957191114206 0.0011254319962290538
leaf_count=491 258 55 50 75 39 341 56 57 51 32 155 49 78 84 25 126 97 9 41 112 49 20 65 628 53 25
internal_value=0 5.12129e-05 8.96703e-05 0.000132284 0.000170728 0.000115114 0.00015309 0.000106367 0.000166965 0.000210195 0.000900279 0.000135397 6.85717e-05 0.000428767 -9.01384e-05 -0.000635896 7.55705e-05 0.000205653 0.000376013 3.24265e-05 -0.000158156 0.000801208 0.000648799 -0.000350814 0.000881292 0.00038653
internal_weight=0 0.0343332 0.0329207 0.0313246 0.0300643 0.0285335 0.0271648 0.0255321 0.0242779 0.0230787 0.00225687 0.0208218 0.0184237 0.005635 0.0127887 0.00297864 0.00981008 0.00858547 0.00716669 0.0042659 0.0021876 0.0034474 0.00239807 0.00280447 0.00290078 0.0021353
internal_count=3121 2630 2372 2317 2242 2192 1851 1795 1738 1687 194 1493 1396 227 1169 151 1018 940 843 781 133 94 97 669 62 45
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=16
num_cat=0
split_feature=41 484 48 3 160 133 13 2 4 1 150 47 3 3 15
split_gain=0.000123008 0.000116775 0.000151199 0.000202238 0.000147353 0.000284102 0.000236667 0.000288433 0.00024351 0.000287605 0.000245698 0.000290087 0.000163173 0.000155525 0.000102204
threshold=0.07831500000000001 0.085515000000000022 0.093265000000000015 0.095270000000000007 -0.082299999999999984 -0.0061299999999999992 -0.084034999999999985 0.10276500000000001 0.0061450000000000003 0.086560000000000012 0.11456000000000001 0.092710000000000015 -0.028564999999999997 -0.10217499999999997 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 9 13 11 12 -10 -8 -5
right_child=-2 -3 3 14 5 6 8 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0015150388622588138 -0.0011688855193742484 0.0010679939149699559 0.0022307921199088893 0.0010014124167078758 -0.0021690255321496908 0.0021707078794847628 -0.0012619353759337315 -0.00057672343727255021 0.00067603101785989434 -0.0024414168497296209 -0.0011510440107479381 -0.00051623008427678424 0.0029802707225855579 0.00090794792098036195 -0.00084085036230285154
leaf_weight=0.0013932563099682974 0.0015038309815307285 0.0019091929375167896 0.0011266489450910125 0.0010091033323762488 0.0010516990293399928 0.0018303277472679893 0.0010879524646760785 0.0010726229013637845 0.0010071011570300659 0.0015255511208436268 0.001338937602976209 0.0014288818120160585 0.0011826779485241412 0.0012636442906741197 0.0011296107163758506
leaf_count=319 151 330 211 60 637 215 62 84 122 375 41 50 85 347 32
internal_value=0 8.01839e-05 -2.7904e-05 0.000788278 -0.000215819 -7.42839e-05 0.000113405 0.00115555 -0.000229026 -0.00101882 0.000388641 0.000958338 0.00192053 -9.59359e-05 2.83792e-05
internal_weight=0 0.0193572 0.017448 0.00326536 0.0141827 0.0127894 0.0117377 0.00290295 0.00883475 0.00387715 0.0049576 0.00361866 0.00218978 0.0023516 0.00213871
internal_count=3121 2970 2640 303 2337 2018 1381 299 1082 784 298 257 207 409 92
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=28
num_cat=0
split_feature=1213 1374 1375 1429 1374 133 160 129 133 43 38 3 484 376 39 4 1 12 43 160 16 47 1 151 4 3 3
split_gain=0.000584676 0.000525909 0.000541342 0.000503816 0.000493232 0.000508803 0.000411973 0.000404504 0.000486923 0.000694938 0.000548172 0.00042392 0.000498604 0.000518889 0.000610829 0.00033593 0.000301635 0.000770972 0.000379674 0.000411449 0.000507913 0.000416614 0.000253269 0.000269411 0.00032476 0.000569288 0.000352326
threshold=-0.080769999999999995 -0.094929999999999987 -0.082349999999999993 -1.0000000180025095e-35 0.087110000000000007 -0.25159999999999993 -0.40698999999999991 0.090180000000000024 0.10622000000000002 0.10915000000000001 1.0000000180025095e-35 0.16158000000000003 -0.0068949999999999992 0.084620000000000015 0.084020000000000011 0.42642000000000008 0.13707500000000003 0.11650500000000001 -0.15582499999999996 0.088020000000000015 0.15891500000000003 0.092530000000000015 0.10508500000000001 -0.082774999999999987 -0.070499999999999993 -0.0080949999999999998 -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
left_child=-1 -2 -3 -4 5 -5 -7 8 9 10 11 12 -8 14 15 16 17 18 -14 20 21 22 23 -20 26 -26 -25
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28
leaf_value=-0.00098812193576598185 -0.00074745056308978463 0.00099415880950458292 -0.00090227350486754511 -0.00082195818608258491 -0.00086662295053770231 -0.00064978044085182225 -0.0005023632993799705 -0.00068837948157053316 -0.00060748766729584432 0.00099861043267438247 -0.00068693018634644271 0.00090267083912590901 0.00075744660542928521 -0.00061225941641820144 0.0011719222963307392 0.00096119605086390021 0.00083945608287789046 -0.00093251595064060776 0.00093690209076494936 -0.00063930025752103941 -0.00045098749378627963 -0.00023322166565817835 0.0010212900461642695 0.001165208933322574 -0.00076946764921814661 0.00051569733537910922 6.9307891223813992e-05
leaf_weight=0.0010812270650434877 0.0015612013351642409 0.0010688121635686878 0.0010372838506829121 0.0010904302829809467 0.001027620298721387 0.001226897352331279 0.0018949506415701914 0.0010139043909529457 0.0013623087135179448 0.0019145522411379004 0.0013203769647267541 0.0014758563285157669 0.0019218491063224255 0.0012687217049751611 0.0012870348088301889 0.0010163801068827629 0.0011135433378512962 0.0011767453091051658 0.0011649218716698355 0.0011865395669143899 0.001827141739237371 0.0018922154276612702 0.0012736880363490855 0.0010287664684369589 0.0012287910859827278 0.0012694988809016771 0.0010993368551033278
leaf_count=325 55 56 154 177 55 187 320 116 353 70 46 92 42 69 136 41 6 26 54 85 156 60 44 16 138 19 223
internal_value=0 1.64842e-05 5.13693e-05 2.0944e-05 5.07937e-05 8.11518e-05 0.000114017 0.000146627 0.000177165 0.000217715 0.000156558 0.000204717 0.000157138 0.000220399 0.000277544 0.000210618 0.000163477 0.000113527 0.000202129 0.000112976 0.000195745 0.000327669 0.000477892 0.000358382 0.000212711 -0.000116415 0.000599088
internal_weight=0 0.0357494 0.0341882 0.0331194 0.0320821 0.0310545 0.029964 0.0287371 0.0277232 0.0263609 0.0244464 0.023126 0.0216501 0.0197552 0.0184865 0.0171994 0.016183 0.0150695 0.0138927 0.0119709 0.0107844 0.00895722 0.007065 0.00579132 0.00462639 0.00249829 0.0021281
internal_count=3121 2796 2741 2685 2531 2476 2299 2112 1996 1643 1573 1527 1435 1115 1046 910 869 863 837 795 710 554 494 450 396 157 239
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=17
num_cat=0
split_feature=3 40 42 39 50 3 156 47 12 49 1 16 2 2 4 15
split_gain=0.000116069 0.000212059 0.000284369 0.000386057 0.000316447 0.000241142 0.000205215 0.000243553 0.000212025 0.000244522 0.000197368 0.000123437 0.000117982 0.00011329 0.000107987 9.79409e-05
threshold=0.13524500000000003 0.05433000000000001 -0.098769999999999983 0.085220000000000004 0.07826000000000001 -0.10831999999999999 0.080810000000000007 0.092530000000000015 0.084100000000000022 -0.00064499999999999985 0.077845000000000011 -0.5315899999999999 0.13712500000000002 0.10774000000000002 -0.35136499999999998 -0.091604999999999978
decision_type=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 8 9 15 14 -12 13 -2 -4 -7
right_child=12 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0023421764281083184 0.00038647092155899207 0.0018427587903024386 0.00071467622801887486 0.002605109564198611 -0.002525479051087525 0.00073550957815138567 -0.0023780341857361953 -0.0018938912465952893 -0.0012966395295151878 0.0020099616269746161 0.00042383969080124218 0.0024315062851161008 -0.00047025902496594635 0.0025575483429621272 -0.0014221894930174896 -0.0012340183113575386
leaf_weight=0.0013331883500370947 0.0010526715302916481 0.0010761746754508464 0.0010287538760849202 0.0010554348153593027 0.0012633632879143495 0.0010369273302721638 0.0011639634412460298 0.0015587346841628991 0.0015099668204068481 0.0018084643331111056 0.0011579372370640328 0.0015386235187078157 0.0010250109387179851 0.0010219661694010895 0.0010122796316363028 0.0011476285366773809
leaf_count=212 47 54 20 241 503 33 280 162 970 131 34 166 87 58 59 64
internal_value=0 -0.000155412 -0.000284834 -0.000105354 -0.000306436 -9.01745e-05 -0.000570953 -0.000273097 0.000185997 0.000746658 0.000744581 0.00156939 0.000818975 0.00145594 -0.000345133 -0.000299157
internal_weight=0 0.0176914 0.0166153 0.0152821 0.0142266 0.0129633 0.00822569 0.00706172 0.00550299 0.00399302 0.00473759 0.00269656 0.00309965 0.00207464 0.00204103 0.00218456
internal_count=3121 2929 2875 2663 2422 1919 1640 1360 1198 228 279 200 192 105 79 97
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=15
num_cat=0
split_feature=41 1 42 4 52 15 16 13 52 1 52 3 16 49
split_gain=0.000107711 0.000115578 0.000206054 0.000201211 0.000227544 0.00025171 0.000215173 0.00014513 0.000221211 0.000206141 0.00021758 0.000370713 0.000136538 0.000133653
threshold=0.07831500000000001 0.10439500000000002 0.092620000000000022 -0.0016099999999999997 -0.088204999999999992 -0.03241999999999999 -0.094359999999999986 -0.00096999999999999983 -0.0092699999999999987 0.11061500000000002 0.11989500000000002 0.11296500000000002 0.0065250000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -3 -9 11 13 -7 -11
right_child=-2 7 -4 6 5 12 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.0013389671234653308 -0.001257980509938696 0.0031517345794040722 -0.002282620078133236 -0.0025847128333422289 0.0029262534355178464 -0.0005231015533802985 -3.1093504760763119e-06 0.001971419024769197 0.00027522193727560806 -0.00080629882202962373 0.0015392492715465694 -0.0029600013663730737 0.0013080130412129888 0.0014734168529243765
leaf_weight=0.0012801820387866314 0.0014960380065307524 0.0010647063794394507 0.0010496892191627924 0.0012432019167813446 0.0011513999123212437 0.0019988366559300363 0.0019159638958128333 0.0011092584405654193 0.0015095128342750286 0.0013268817646645559 0.0011118412977708658 0.0013164610921734266 0.0018140221784526123 0.0010971694790634368
leaf_count=350 151 171 411 216 184 859 234 82 204 33 45 44 79 58
internal_value=0 8.88062e-05 -0.000251881 -2.51968e-05 0.000477599 0.000946054 -0.00101903 0.000506024 0.00146496 9.19571e-05 -0.000337692 -0.0008956 0.000348077 0.000225542
internal_weight=0 0.0189891 0.0104533 0.00940361 0.00624444 0.00496426 0.00315917 0.00853583 0.00257422 0.00596161 0.00485235 0.00374051 0.00381286 0.00242405
internal_count=3121 2970 2333 1922 1472 1122 450 637 375 262 180 135 938 91
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 1375 160 52 12 4 47 43 42 12 13 474 0 47 1 16 0 48 1 1 1 3
split_gain=0.000654391 0.00051087 0.000402573 0.00047708 0.000396126 0.000389736 0.000675528 0.000671752 0.000574629 0.000412817 0.000452776 0.000601457 0.000410962 0.000560067 0.000388974 0.000388773 0.000376392 0.000358065 0.000414637 0.0003227 0.000454787 0.000411668 0.00024293 0.00016176
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -0.40698999999999991 0.10744000000000002 1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 -0.063379999999999978 0.097640000000000018 0.092355000000000007 -0.117405 0.084660000000000027 -0.062294999999999996 0.084210000000000021 0.090475000000000014 -0.056919999999999991 -0.036484999999999997 -0.032929999999999994 0.11282000000000002 0.094465000000000007 0.084785000000000013 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
left_child=-1 -2 -3 -4 -5 7 23 -6 9 10 11 14 15 17 16 22 -9 19 -19 -14 21 -21 -11 -7
right_child=1 2 3 4 5 6 -8 8 -10 12 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00089680377425453608 -0.00078212015084413067 -0.00061559507279407245 0.0010060229738015341 -0.00075769934558001385 -0.00078590072763182488 0.0013391768144852573 -0.00016242426643964147 -0.00029841269339148877 -0.00071701277266975267 0.00028300506334717491 0.0011226224148554206 -0.00055224764551641892 0.00043327364655942381 0.0007917372072974053 0.0010492797761853733 -0.00025965075202599697 0.00078583468293686918 -0.001004985889692432 7.038165438944407e-05 -0.00043659770841931512 -0.0010344735033614302 0.00051602834278271028 0.0010419340065982786 0.00062095357406231509
leaf_weight=0.0014266122085181401 0.0013317680506984 0.0014828774705506467 0.0010232890903070216 0.0010087603691419913 0.0016734952501877764 0.00110407884907504 0.0016460479765716407 0.0013292298100652244 0.0014637864655822055 0.0016620763645320774 0.0013744998561516786 0.0012664057033971998 0.0017849254818003155 0.0010856722957848239 0.0015118421000041007 0.0012445419572193472 0.0010290328859463571 0.001843942942879262 0.0010027783183801575 0.0018154302970133582 0.0010163165657705031 0.0015014194333646813 0.0014141706420476297 0.0011701419214880104
leaf_count=491 258 55 52 176 130 42 125 306 32 34 92 174 37 67 76 25 126 195 26 380 29 48 104 41
internal_value=0 3.43922e-05 6.89626e-05 0.000102832 7.09051e-05 0.000100822 0.000494303 3.66009e-05 9.81979e-05 0.000155342 0.000436493 0.000252889 2.79642e-05 -0.00012127 0.000516352 0.000375094 0.000174701 -0.000231838 -0.00062618 -4.83532e-05 -0.000246746 -5.37791e-06 0.00063189 0.000969633
internal_weight=0 0.0327865 0.0314548 0.0299719 0.0289486 0.0279398 0.00392027 0.0240196 0.0223461 0.0208823 0.00651101 0.00513651 0.0143713 0.0100505 0.0038701 0.00432079 0.00235826 0.00896481 0.00284672 0.00611809 0.00433317 0.00331685 0.00307625 0.00227422
internal_count=3121 2630 2372 2317 2265 2089 208 1881 1751 1719 774 682 945 782 508 163 432 715 221 494 457 428 138 83
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=15
num_cat=0
split_feature=52 1 12 43 1 15 52 47 48 51 0 51 48 13
split_gain=0.000108653 0.000163479 0.000145452 0.000169485 0.000176853 0.000192248 0.000243267 0.000131512 0.000148693 0.000254939 0.000254283 0.000208186 0.000148371 8.56383e-05
threshold=-0.40306999999999998 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.08592000000000001 -1.0000000180025095e-35 0.084240000000000023 0.086380000000000012 0.087215000000000015 -0.076794999999999988 -0.10324499999999999 0.089685000000000001 0.090390000000000012 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 13 8 9 -6 -11 -10 -9 -7
right_child=1 -3 -4 4 7 6 -8 12 11 10 -12 -13 -14 -15
leaf_value=-0.0013286567692491196 0.0013050900626703384 0.0012942327449383111 -0.0013728882205385011 -0.0024752488250197814 -0.00093534548484434823 -0.00029843841752208932 -0.0019546749009735922 -0.001582730379656965 -0.0017853894317828418 0.0026353234127332076 0.00032387732223130813 0.00095430987114080682 0.00052677582105412372 0.0013324593809868263
leaf_weight=0.0011272637260388565 0.0018484644116695771 0.0018836762109513952 0.0014858300184872877 0.0010234713317199247 0.0010217173433697546 0.0013445027284944566 0.0011933642747432721 0.0013727909370198077 0.0010496424883119637 0.001920128100190599 0.0017362812916426051 0.0010761434926571667 0.0011945841525369261 0.0011396761546507359
leaf_count=324 135 162 108 604 90 167 552 98 83 122 413 56 86 121
internal_value=0 6.93666e-05 -6.31838e-05 5.90464e-05 -0.000104627 -0.000797416 -0.00033047 0.000242903 0.000561412 0.000997588 0.00153771 -0.000398463 -0.00060119 0.000449775
internal_weight=0 0.0192903 0.0174066 0.0159208 0.0140723 0.00470101 0.00367754 0.00937129 0.00680391 0.00467813 0.00365641 0.00212579 0.00256738 0.00248418
internal_count=3121 2797 2635 2527 2392 1444 840 948 764 625 535 139 184 288
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=15
num_cat=0
split_feature=484 15 1 3 3 43 15 47 51 13 13 3 1 2
split_gain=0.000103857 0.000135492 0.000283768 0.000271659 0.000257688 0.000464546 0.000249197 0.000201416 0.000171947 0.000157045 0.000190958 0.000212588 0.000141872 0.000101816
threshold=-0.0068949999999999992 -0.03241999999999999 0.13686500000000004 -0.13927999999999999 -0.077774999999999983 -0.074359999999999996 -0.016799999999999995 0.092710000000000015 -0.090529999999999985 -0.084034999999999985 0.11596500000000001 -0.012304999999999998 0.094825000000000007 0.10276500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -3 12 -8 13 11 -11 -7 -10
right_child=1 6 -4 4 5 7 8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0013547802586523299 0.0021789068899773266 -0.0026790539646942206 0.0030388194958759947 -0.0022514680488269008 0.0029625324447009613 -0.001102226832405796 0.0018603155568547079 -0.0024268795932771443 0.0014645542221286181 -0.0032323816169853186 0.00035277110627824249 -0.00027007288174287885 0.0010125141701080732 -0.00059942960073061289
leaf_weight=0.0014018903587037284 0.0015178295853655053 0.0010722804450959958 0.0010448038712311527 0.0013245963234677924 0.0012948557173293471 0.0014735249089632948 0.001076519778143937 0.0011033009182543352 0.0015863787258620921 0.0013543494028588898 0.0017687481144106343 0.0012031100523017839 0.0019232873242869264 0.0010410687594584189
leaf_count=503 85 82 134 341 189 181 123 86 290 809 91 59 101 47
internal_value=0 9.22075e-05 0.000514508 0.00020916 -0.000210774 0.000255682 -0.000356989 -0.000523183 -4.69207e-05 -0.000342187 -0.000942798 -0.00183882 9.51471e-05 0.000646746
internal_weight=0 0.0187847 0.0096822 0.00863739 0.00711957 0.00579497 0.00910246 0.00450011 0.00803017 0.00695366 0.00432621 0.00255746 0.00339681 0.00262745
internal_count=3121 2618 1117 983 898 557 1501 368 1419 1296 959 868 282 337
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=17
num_cat=0
split_feature=41 2 3 160 52 4 52 3 48 15 2 49 15 0 4 4
split_gain=0.000101306 0.000107547 0.000190583 0.00013899 0.000181615 0.000257407 0.000194985 0.000188711 0.000147327 0.000196527 0.000285366 0.000343387 0.000251896 0.000146236 0.000129504 0.000116137
threshold=0.079885000000000025 -1.0000000180025095e-35 -0.13309499999999996 -0.22361499999999998 0.10744000000000002 -0.49013999999999996 0.14295500000000003 -0.10023499999999998 -1.0000000180025095e-35 -0.016799999999999995 0.090675000000000019 -0.047584999999999995 0.024640000000000006 -0.074229999999999977 0.0067750000000000006 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6 13 -9 10 14 -12 -11 -7 -10 -13
right_child=-2 3 -4 4 6 7 -8 8 9 12 11 15 -14 -15 -16 -17
leaf_value=-0.00043951318905612768 -0.0014106581004284312 -0.0019229799823762314 0.0025944180655550928 -0.0026734105387390397 0.0031280413477572343 -0.0003454234996238986 -5.7390337562336974e-05 -0.0021694856715715012 -0.0034292622475855239 0.0026752859136631511 0.0028921280800734759 -0.0020220584934113584 -0.00048540797708894126 0.0021301489333346289 -0.00096885631236703473 0.00042961581601703411
leaf_weight=0.0010761996197743429 0.0013154401777453186 0.0010237353081511543 0.0011962595734635031 0.0010278671285073289 0.0010255537631365117 0.0010221018849900232 0.0010789676867165587 0.0010325729057285597 0.0010058525144752703 0.0013549214723928031 0.0010190452156129126 0.0010643065487548342 0.0014057338696377153 0.0018075680363067717 0.0014002001748091575 0.0010505016570863668
leaf_count=33 133 303 146 138 100 123 137 126 278 146 80 276 787 88 100 127
internal_value=0 9.14534e-05 0.0011576 -5.70103e-05 6.78824e-05 -0.000159793 0.0014949 5.26304e-05 -0.000306135 -7.43378e-05 -0.000642519 0.000397731 0.00106585 0.00123595 -0.00199743 -0.000804223
internal_weight=0 0.0185914 0.00227246 0.0163189 0.0152952 0.0131907 0.00210452 0.0121628 0.00933313 0.00830056 0.00553991 0.00313385 0.00276066 0.00282967 0.00240605 0.00211481
internal_count=3121 2988 179 2809 2506 2269 237 2131 1920 1794 861 483 933 211 378 403
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=29
num_cat=0
split_feature=1213 1456 151 480 49 13 13 15 48 12 52 457 15 4 1 52 4 150 15 0 43 42 15 13 2 1 151 15
split_gain=0.000526317 0.000522015 0.000550462 0.000487028 0.000654362 0.000601344 0.000572278 0.000442007 0.000775172 0.000918146 0.000669108 0.000598183 0.000559516 0.000518013 0.000534135 0.000415583 0.000771366 0.000382411 0.000345811 0.000344733 0.000562115 0.000456134 0.00133444 0.00033257 0.000346426 0.000149311 0.000149049 1.00191e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24462999999999999 0.08598500000000002 0.10969000000000002 -0.53104499999999988 -0.47860499999999995 -0.03241999999999999 -0.032929999999999994 0.12302 0.11434500000000002 -0.0029299999999999994 -0.016799999999999995 -0.0016099999999999997 0.094385000000000011 0.10347000000000002 -0.42529999999999996 0.091105000000000005 -0.10091499999999999 -0.019414999999999998 0.084740000000000024 0.080840000000000009 0.024640000000000006 -0.0051199999999999987 0.10672500000000001 0.13146500000000003 -0.0052199999999999989 0.10017500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 8 -8 11 12 -10 -9 26 17 16 -14 -15 23 21 -21 22 -18 -16 -25 -20 -13 -24
right_child=1 2 3 -5 -6 6 7 10 9 -11 -12 13 15 14 18 -17 19 -19 25 20 -22 -23 27 24 -26 -27 -28 -29
leaf_value=-0.00079809079721731993 -0.00077025541701533141 -0.00092454013651329162 -0.00089724121368777614 -0.00079068513669300312 0.00086345849486857917 0.00094128463063275481 0.0012713951696475554 -0.00085333848886345149 -0.00070548218524201488 -0.0010504071758240922 -0.0010813680068760979 0.0011921313544626252 -0.0010700861313156229 -0.00098383720831552389 0.00016557738400803436 0.00082244200987503877 0.00057377672706460201 0.00017519531729559632 -0.00031789733319121164 0.0011780023527483948 -0.00012900868433093237 0.00048959478125484054 -0.0011438393352391097 0.00134361911598498 0.00031397431085637115 0.00035627499941129679 0.00050281423937990628 -0.00095596148428207502
leaf_weight=0.0014931227565629359 0.0014604437599491362 0.0010153866075910392 0.0011371031032680881 0.0011201187612915877 0.0019708579614809976 0.0013960236962358144 0.0011645559494404276 0.0013120591665352005 0.001120515181252891 0.001101954669530337 0.0012005024155935526 0.0013102053402915814 0.0011093492883436059 0.0010630490001777189 0.0018921712732311614 0.0012056406180054333 0.0016488555370228726 0.0010015567133550007 0.0014571329696444445 0.0012515960131169934 0.0011381881249690196 0.0018523441198463608 0.0010449222716859552 0.0014301635870496154 0.0010100025364554455 0.0010059805084949858 0.0010034819183628073 0.0010123864550637407
leaf_count=491 258 77 25 204 132 44 52 54 93 33 120 81 129 164 130 46 87 14 47 41 10 273 257 20 40 10 151 38
internal_value=0 1.76729e-05 5.15416e-05 8.16107e-05 0.000112297 6.27342e-05 0.000100726 5.78e-05 0.000218114 0.00012655 -0.000124912 0.000232043 -2.57155e-05 0.000326059 0.000177967 8.00879e-05 -1.87251e-05 -0.000421581 0.000360123 0.000128014 0.000555509 -5.57798e-05 -0.000328359 0.000589061 0.000917442 -4.2553e-05 0.000893164 -0.00105139
internal_weight=0 0.0354365 0.0339761 0.0329607 0.0318406 0.0298697 0.0287326 0.0273366 0.0145608 0.0133962 0.0127758 0.0122943 0.0115753 0.0111737 0.00886006 0.0102633 0.00905764 0.00206461 0.00679545 0.00794829 0.00238978 0.00555851 0.00370616 0.00433234 0.00244017 0.00246311 0.00231369 0.00205731
internal_count=3121 2630 2372 2295 2091 1959 1934 1890 835 783 1055 750 935 657 425 881 835 178 247 706 51 655 382 190 60 57 232 295
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=27
num_cat=0
split_feature=1213 160 1374 1375 484 13 13 50 16 133 132 42 15 148 49 457 3 3 16 12 15 1 43 3 4 0
split_gain=0.000532449 0.000428517 0.000444221 0.000472006 0.000463823 0.000506564 0.000566739 0.000379209 0.000334149 0.000313269 0.000445599 0.000324239 0.00036757 0.000355195 0.00035479 0.000341235 0.000401593 0.000660044 0.000591594 0.000334454 0.000334065 0.000808021 0.00084627 0.000290006 0.000246902 0.000161554
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.082349999999999993 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 0.099210000000000007 -0.062804999999999986 0.099660000000000012 0.079970000000000013 0.090310000000000015 0.084050000000000014 -0.07990499999999999 -0.016249999999999997 0.045365000000000009 -0.13309499999999996 -0.10519499999999998 -0.0007049999999999999 0.092355000000000007 -0.016799999999999995 0.094385000000000011 -0.00067499999999999993 0.12178000000000001 -0.17966999999999997 -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
left_child=-1 -2 -3 -4 8 -6 -7 9 -5 10 11 12 13 -8 -13 16 18 -18 -15 -16 21 -19 -23 -24 -22 -26
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 14 -14 15 19 -17 17 20 -20 -21 24 22 23 -25 25 -27
leaf_value=-0.00078320991470629507 -0.00074019876520681639 -0.00064061217606419061 0.00093779843048750133 2.5117257797162781e-05 -0.00076923455497290827 0.00096065086689869699 -0.00061556547504260485 0.00081220980298064719 -0.00098101634714934305 -0.0006270274263427526 0.00071470544088659226 0.0010094525559411652 -0.00059025412771601942 -0.00090179469036755797 0.00058228218164662531 0.00072909046194006037 0.001084180336292257 -0.0011608929769761575 0.00035706081470609499 -0.00030498790179555896 -0.00016001993282965083 -0.0009168894588285246 0.00081500377806489074 -9.0245004393249491e-06 0.00024834004552697748 0.00096214260689138353
leaf_weight=0.0014751850679928782 0.0012232270029285388 0.0015228379288600982 0.0011011685668341755 0.0010804081519548148 0.0011069251872921617 0.0013946193703442368 0.0013623728471543481 0.0012266704368257822 0.001228049649140194 0.0011024703432045415 0.0018462624195504365 0.0011100692365282328 0.0018883790033867856 0.0017036121512958857 0.0014662735141561236 0.001318523744749279 0.0011582711662434441 0.0011516886152731984 0.0010510463742363545 0.0014929108328987084 0.0010993296930479346 0.0010709325957083404 0.0016734928593180598 0.0013384262507254441 0.0011039650142539159 0.0011044165712555138
leaf_count=491 215 55 54 155 33 47 62 102 309 277 111 45 235 30 106 84 13 210 80 100 41 62 36 51 77 40
internal_value=0 2.66027e-05 5.52841e-05 8.92715e-05 5.82077e-05 0.000105451 0.000141763 9.65677e-05 -0.000510124 6.00549e-05 9.30753e-05 3.86661e-05 -4.13179e-05 2.71674e-05 0.000373294 9.07408e-05 2.31642e-05 0.000149429 -0.000421475 0.000134654 2.26826e-05 -0.000184752 9.05978e-05 0.000448825 0.000350953 0.000605314
internal_weight=0 0.0339263 0.0327031 0.0311803 0.0300791 0.0277707 0.0266637 0.0252691 0.00230846 0.0240424 0.02294 0.0210937 0.0170245 0.0151361 0.00406925 0.0137737 0.0124552 0.00970052 0.00275466 0.00295918 0.00854225 0.00523454 0.00408285 0.00301192 0.00330771 0.00220838
internal_count=3121 2630 2415 2360 2306 1842 1809 1762 464 1660 1383 1272 1021 786 251 724 640 530 110 206 517 359 149 87 158 117
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=16
num_cat=0
split_feature=4 4 376 12 2 51 12 2 2 13 48 12 16 16 1
split_gain=0.000107682 0.0001584 0.000166014 0.000199058 0.000158994 0.000223553 0.000218288 0.000349688 0.000192518 0.000139571 0.000121319 0.000110828 0.000110452 8.94854e-05 0.000211531
threshold=0.24564500000000003 0.098655000000000007 0.048375000000000008 0.098810000000000023 0.10855000000000002 0.12229000000000002 0.090455000000000021 0.093175000000000022 0.089885000000000007 -0.10664 -0.032929999999999994 0.051320000000000005 -0.032969999999999992 -0.50859499999999991 0.11230000000000001
decision_type=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 11 -2 -11 12 -1 -12 -15
right_child=9 -3 -4 -5 5 -7 -8 -9 -10 10 13 -13 -14 14 -16
leaf_value=-0.0013609127551282095 0.0022483323275093109 -0.0016397901774056014 0.001524518497034371 -0.0020577910857189408 0.0020068943014523799 -0.00085352801120456082 0.0010843895052769963 -0.0032191461667203012 0.0014252471771532514 0.0016672768017453616 -0.0014698711989448476 -0.0022085309160997826 0.00087773677421751069 -0.0012867197278419085 0.0017695950952888587
leaf_weight=0.0010638323525036242 0.001006063935023116 0.0016984096691070602 0.0014639962281421956 0.0012958941725665927 0.0018408865046285472 0.001038254723595422 0.0018401082260681989 0.0012096575267257492 0.0012335193341982964 0.0010449952852491506 0.001023061200899622 0.0010194451528081558 0.0010782210819710869 0.00106369084491753 0.0011397581737341844
leaf_count=50 113 121 110 374 172 41 517 167 115 52 58 944 84 68 135
internal_value=0 -0.00022358 -3.97415e-05 -0.000236825 -8.25075e-06 0.00097539 -0.000388657 -0.000872282 -0.000226346 0.000596626 0.000207601 -0.000870747 -0.000234069 -0.000265156 0.000294193
internal_weight=0 0.0147822 0.0130838 0.0116198 0.0103239 0.00287914 0.00744478 0.00560468 0.00439502 0.00527757 0.00427151 0.0031615 0.00214205 0.00322651 0.00220345
internal_count=3121 2695 2574 2464 2090 213 1877 1360 1193 426 313 1078 134 261 203
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=27
num_cat=0
split_feature=151 1456 1213 1374 0 480 49 38 133 457 52 15 133 13 15 376 12 1 15 15 13 12 43 43 4 3
split_gain=0.000564596 0.000533194 0.000572824 0.000561751 0.000603022 0.000576699 0.000750418 0.000492033 0.000644399 0.000612201 0.000482458 0.000998714 0.000667466 0.000616447 0.000474361 0.000334419 0.000394332 0.000495115 0.000559272 0.000415864 0.000267912 0.000310173 0.00022232 0.000185203 0.00015983 9.55353e-05
threshold=-0.27559499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084710000000000021 0.10969000000000002 0.084835000000000008 0.10622000000000002 -0.0029299999999999994 0.11434500000000002 -0.028889999999999996 -0.10066499999999999 -0.17933499999999997 0.091650000000000023 0.084620000000000015 0.12477500000000001 0.111945 -0.10203999999999998 -0.031204999999999997 -0.084034999999999985 0.081420000000000006 -1.0000000180025095e-35 0.084740000000000024 0.10637500000000001 -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
left_child=-1 -2 -3 -4 -5 6 7 8 9 -6 12 -12 -11 23 15 16 17 18 -15 25 -21 22 -22 -14 -19 -20
right_child=1 2 3 4 5 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 24 19 20 21 -23 -24 -25 -26 -27
leaf_value=-0.0011150481413145831 -0.00085491705717903675 -0.00088383173649930573 -0.00078901171844947369 0.00098631612743038254 -0.00074723462172947015 -0.0010047689714458362 0.0010757810096899253 -0.00078905734873065852 -0.0010436611633497014 -0.00078237644875696431 0.00042433293395727944 -0.001515891871754842 0.00071942964594058135 -0.00045228651373461522 -0.00058608647893048683 -0.0004541189641682029 -0.00038398835867649848 0.00062506038452343467 0.0013693395967119912 0.00094070735653236715 0.00094624322475558072 -0.00046246479742491006 1.054037698356952e-05 0.0015160716826163022 0.0013704511307585192 0.00077169016154139778
leaf_weight=0.001037184135482149 0.0015328673112779126 0.0014185841550618519 0.0015544380828416129 0.0018400684028314586 0.0015631624135769009 0.0010620625784673035 0.0018146738234938722 0.0014539597104494808 0.0010502976059768568 0.0011983154328564219 0.0014469229337574774 0.0010531890140808011 0.0016515988791172475 0.0016968663825851398 0.001362833293622411 0.0010980496344253918 0.0012778089931089207 0.0011131726323458943 0.0010015548517117168 0.0010292144613579463 0.0010243233617295289 0.001524203004326985 0.001355251422667827 0.0011286328364690235 0.0016267620887521206 0.001590138362770767
leaf_count=74 288 461 43 52 173 213 131 43 271 198 114 77 71 71 95 51 18 49 27 47 27 251 56 10 86 124
internal_value=0 1.95119e-05 5.90092e-05 0.000100141 0.000144779 9.16084e-05 0.000133105 6.79276e-05 0.000118186 0.000169584 0.000234201 -0.000393 0.000313885 0.000384969 0.000268474 0.000349704 0.000416372 0.000501872 0.000333776 0.000511039 0.000252756 7.13805e-05 0.000413328 0.00104283 0.00106762 0.00100265
internal_weight=0 0.035469 0.0339361 0.0325175 0.0309631 0.029123 0.0280609 0.0262463 0.0247923 0.023742 0.0221788 0.00250011 0.0196787 0.0184804 0.0157002 0.0143373 0.0132393 0.0119615 0.00922155 0.00752469 0.00493299 0.00390378 0.00237957 0.00278023 0.00273993 0.00259169
internal_count=3121 3047 2759 2298 2255 2203 1990 1859 1816 1545 1372 191 1181 983 902 807 756 738 603 532 381 334 83 81 135 151
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=30
num_cat=0
split_feature=31 151 1456 49 13 13 133 1374 0 39 133 42 131 52 16 132 160 13 1 49 157 12 52 3 3 3 16 484 52
split_gain=0.00113611 0.000717829 0.000590228 0.000617541 0.000745816 0.000801711 0.000474197 0.000458006 0.000539285 0.000489131 0.000555213 0.000704307 0.000578948 0.000651582 0.000455441 0.000518948 0.000505118 0.000873189 0.000645425 0.000580723 0.00072002 0.00048827 0.000383229 0.000314803 0.000452919 0.000389033 0.000268622 0.000106009 7.88812e-05
threshold=-1.0000000180025095e-35 -0.40381499999999992 -1.0000000180025095e-35 0.10969000000000002 -0.53104499999999988 -0.47860499999999995 -0.23133499999999999 -0.094929999999999987 -0.23091999999999999 0.13507500000000003 0.10209000000000001 -0.12995999999999999 0.10258000000000002 -0.24456499999999998 0.23311500000000004 0.079970000000000013 -0.082299999999999984 -0.084034999999999985 0.10781 -0.080604999999999982 -0.061169999999999995 0.084100000000000022 -1.0000000180025095e-35 -0.13309499999999996 -0.10023499999999998 0.0051600000000000005 -0.067914999999999989 0.079595000000000013 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
left_child=-1 -2 -3 4 -4 -6 -7 -8 -9 10 11 -10 13 -13 15 16 27 18 21 -19 -21 -18 -22 -24 -25 -26 -5 -15 -16
right_child=1 2 3 26 5 6 7 8 9 -11 -12 12 -14 14 28 -17 17 19 -20 20 22 -23 23 24 25 -27 -28 -29 -30
leaf_value=0.0014572867640203044 -0.0012386009935310442 -0.00088916651030736412 -0.0010541200199074303 0.0011343875980517803 0.00098316337106146671 -0.0010062972675875109 -0.00075597102486054399 0.00082406000425360414 -0.0011009729339923561 0.00092437177133451655 -0.0010983755843678629 -0.0010967288147547079 0.0010826372889708852 -0.0011224383749299585 0.00097884711982779106 0.00075203930072331119 0.00086702003363166584 0.00050264369964085945 0.0014570204600640477 0.00067192726586007203 -0.0011606685479101687 -0.0003377521439488585 -0.00083770548017739112 0.00055774569110286841 -0.00089264674501204216 0.00014384544071927732 0.00019512007015986217 -0.00045303523426952437 0.0004113481775118749
leaf_weight=0.0010774410899202494 0.0010654354855743611 0.0016125872887401685 0.001474641025719591 0.0013856637592424281 0.0016870868602536495 0.0010586657244671107 0.001669435272688701 0.001703255276236596 0.0012120185400644736 0.0011125596344712099 0.0010528809873612257 0.0011171138193493057 0.0010743861654837197 0.0010015395733458101 0.001029800967650373 0.0016637249216531194 0.0012735280145661403 0.001961724615297201 0.0012136315382296203 0.0012269690285187105 0.0016150627339726002 0.0016251720411832871 0.0020751783038832506 0.001340327298152021 0.0018141601091498632 0.00133365216436232 0.001211159895680324 0.0010070286727312805 0.0010498892552277539
leaf_count=86 64 288 28 58 39 172 42 48 88 28 375 208 81 190 41 132 58 66 68 38 105 228 32 14 312 17 109 96 10
internal_value=0 -5.89268e-05 -2.63679e-05 1.12458e-05 -4.04791e-05 4.92824e-06 -4.79145e-05 -1.42882e-05 2.91516e-05 -2.13675e-05 -6.23283e-05 -1.80483e-05 3.79877e-05 -1.2233e-05 4.4829e-05 -2.54863e-05 -9.94565e-05 -1.02656e-05 0.000565021 -0.00021839 -0.00036878 0.000191558 -0.000524914 -0.000368471 -0.000151511 -0.00045351 0.000696313 -0.000786822 0.000692357
internal_weight=0 0.0396683 0.0386028 0.0369903 0.0343934 0.0329188 0.0312317 0.030173 0.0285036 0.0268003 0.0256878 0.0246349 0.0234229 0.0223485 0.0212314 0.0191517 0.017488 0.0154794 0.00411233 0.0113671 0.00940535 0.0028987 0.00817838 0.00656332 0.00448814 0.00314781 0.00259682 0.00200857 0.00207969
internal_count=3121 3035 2971 2683 2516 2488 2449 2277 2235 2187 2159 1784 1696 1615 1407 1356 1224 938 354 584 518 286 480 375 343 329 167 286 51
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=17
num_cat=0
split_feature=14 148 484 15 11 3 0 0 16 0 13 12 0 16 13 0
split_gain=0.000106929 0.000119229 0.000236555 0.000156738 0.000206688 0.000151471 0.000188408 0.000283906 0.000353619 0.000163288 0.000168785 0.000299161 0.000639349 0.000113262 7.0861e-05 5.14287e-05
threshold=0.076175000000000007 -0.043434999999999994 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.10607499999999999 -0.18113999999999997 -0.094359999999999986 -0.08824499999999999 -0.083364999999999981 -0.010834999999999999 -0.053834999999999994 -0.25582999999999995 0.10443000000000001 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 14 7 8 -7 -8 15 -12 -13 -9 -5 -11
right_child=-2 2 3 4 -6 6 9 13 -10 10 11 12 -14 -15 -16 -17
leaf_value=0.0016931571818515723 -0.0018125392822858669 -0.0025770591396812865 0.0019114865958713551 0.0026047392332926899 -0.0025513650805828541 -0.0031016697790287508 -0.0028197936244847344 0.00092094575274127247 0.0015347784632373514 0.0018819542268081618 0.0011710644491550193 0.00064366928273947846 -0.005452619456616601 0.0034634716592938093 0.00052237395947719867 5.3669366627300673e-05
leaf_weight=0.0014864933317326736 0.0010821248604364611 0.0011930037572542981 0.0015672505745224176 0.0011057534167662171 0.0010620483464371952 0.0011064559009525965 0.0011064859987322522 0.0012259302085779744 0.0011792258138640932 0.0010661526950512517 0.0012893206235144988 0.0012156793177108254 0.0011729943833054413 0.0012062269549677467 0.0011640639766881122 0.0010694972238241007
leaf_count=148 101 464 226 35 118 41 298 80 32 324 80 861 157 103 33 20
internal_value=0 9.06412e-05 -4.3714e-05 0.000139044 -4.65196e-05 0.000144759 -0.00012674 0.000781022 -0.00070964 -0.000745612 -0.000350842 -0.00111569 -0.00235001 0.00218191 0.00153681 0.00096638
internal_weight=0 0.0192166 0.0177301 0.0165371 0.0149698 0.0139078 0.011638 0.00471784 0.00228568 0.00692013 0.00581364 0.00367799 0.00238867 0.00243216 0.00226982 0.00213565
internal_count=3121 3020 2872 2408 2182 2064 1996 256 73 1740 1442 1098 1018 183 68 344
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=15
num_cat=0
split_feature=41 12 150 2 484 160 150 151 160 52 13 43 16 2
split_gain=9.96668e-05 0.000101041 0.00018685 0.000240344 0.000155436 0.000116986 0.000164475 0.000153232 0.000182958 0.000188887 0.00027535 0.000248406 0.000224389 0.000189206
threshold=0.079885000000000025 0.12757000000000002 0.11456000000000001 -1.0000000180025095e-35 -0.0068949999999999992 0.090980000000000019 0.081835000000000019 -0.0096649999999999982 -0.098904999999999979 0.10744000000000002 -0.010384999999999998 -0.074359999999999996 -0.15241499999999997 0.098260000000000014
decision_type=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 -10 -12 -14
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 12 -13 13 -15
leaf_value=0.0021215951574064368 -0.0013279279697674914 0.0016162041335973172 -0.0015440411543764963 -0.0019166334437257021 -0.0015248513123723461 -0.0012406175233473417 0.0019421078744894143 -0.0016730769562209884 0.0030487854757000289 0.0024407646170621095 0.0011707619360528834 0.00019946182377128324 -0.00030054037387034719 -0.0030144305859057074
leaf_weight=0.0014498795415163425 0.0013515135162160954 0.0010305521323614722 0.0017880857495833338 0.001021347303433875 0.001329181297220928 0.0014295262963341391 0.0013383450789130622 0.0010519418268512713 0.0012766813501641798 0.0011528461222019004 0.0011602322857098279 0.0019621612467384791 0.0014919612145413716 0.0011498577972460788
leaf_count=161 133 89 114 463 133 150 181 295 137 108 38 582 377 160
internal_value=0 8.60572e-05 -3.52872e-06 0.000170657 -2.62664e-05 0.000118436 0.000281515 7.13523e-05 0.000300826 0.000554243 0.000245352 0.0013226 -0.000672323 -0.00148177
internal_weight=0 0.0186326 0.017602 0.015814 0.0143641 0.0133427 0.0119132 0.0105749 0.00924568 0.00819374 0.00704089 0.00323884 0.00380205 0.00264182
internal_count=3121 2988 2899 2785 2624 2161 2011 1830 1697 1402 1294 719 575 537
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=14
num_cat=0
split_feature=1 0 2 14 15 47 1 0 0 457 0 133 13
split_gain=9.89789e-05 0.000240128 0.000147131 0.000157014 0.000171159 0.000149533 0.000270702 0.000177126 0.000164167 0.000200862 0.000143561 0.000123356 0.000134823
threshold=0.077565000000000009 -0.084044999999999995 0.13754500000000003 -1.0000000180025095e-35 -0.15026499999999995 0.092530000000000015 0.13146500000000003 -0.088099999999999984 -0.14116499999999996 0.060310000000000009 -0.0058249999999999994 1.0000000180025095e-35 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 8 9 -6 -9 12 -3
right_child=2 11 -4 4 5 6 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.0019056680408103997 -0.0010892552575981866 -0.00032578333855562739 0.0014285449232767299 0.001350873583640869 -0.00074322225808315162 -0.0019275808168973338 0.00060162159061312838 -0.0015440209303975818 0.0016279391560122631 0.001128557626363698 0.00042111373170707821 -0.00082524820685884884 0.001376055928390742
leaf_weight=0.0012511891334544825 0.0015594018870595536 0.0014104204930930897 0.0012205047675971923 0.0016105554139217724 0.0016840005501188582 0.0013740145013629856 0.0011114240757024163 0.0011536070298073823 0.0017335391721564645 0.0016460261416748612 0.0010143510870104181 0.0016771954741292561 0.0012977857467189047
leaf_count=815 108 344 160 142 123 154 21 428 101 78 170 438 39
internal_value=0 -0.000433262 0.000164088 4.43327e-05 0.000200388 9.69865e-06 -0.000796587 0.000286815 0.000677022 0.000181995 -0.000624568 -1.31729e-05 0.000489746
internal_weight=0 0.00563659 0.0141074 0.0128869 0.0113275 0.00971696 0.00248544 0.00723152 0.00506357 0.00333003 0.00216796 0.0043854 0.00270821
internal_count=3121 1636 1485 1325 1217 1075 175 900 302 201 598 821 383
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=29
num_cat=0
split_feature=1213 1374 1375 133 1456 453 0 480 1 11 15 133 43 43 12 1 1 4 42 42 15 0 15 16 42 49 48 0
split_gain=0.000566187 0.000513672 0.000581214 0.000497956 0.000502816 0.00052746 0.000531118 0.000483427 0.000462993 0.000524111 0.000491684 0.0005341 0.00080129 0.000566409 0.00045996 0.000404112 0.000463426 0.000664562 0.000382209 0.000338867 0.000818603 0.00031017 0.00056265 0.000298025 0.000232757 0.000202041 0.000199744 8.70519e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -0.25159999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.084710000000000021 0.11323000000000001 0.088215000000000002 0.095175000000000023 0.10622000000000002 0.097930000000000017 -0.072534999999999988 0.051320000000000005 0.10871500000000002 0.094465000000000007 -0.0016099999999999997 -0.092459999999999987 0.097315000000000026 -0.097454999999999986 -0.070154999999999981 -0.089964999999999976 0.15273500000000004 0.086835000000000009 0.11042000000000002 0.097140000000000018 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 9 10 11 12 13 18 25 16 17 23 -8 20 -16 22 -20 27 -23 26 -10 -15
right_child=1 2 3 4 5 -7 7 -9 14 -11 -12 -13 -14 15 19 -17 -18 -19 21 -21 -22 24 -24 -25 -26 -27 -28 -29
leaf_value=-0.00075649687941509972 -0.00070195217288625169 0.00099056724215506285 -0.00086630903459477117 -0.00067634676559184684 0.00095261116944259777 -0.00074844292056339915 -0.00034901891968203353 -0.00077553978268401146 0.0007571310558982902 -0.00085948161870318725 -0.00077018017144283896 -0.00069910425393228284 0.0010221545886087513 0.00057634327697769967 0.00039861476287318188 -0.00070961957056074674 0.00056878155267934942 -0.0011286615251744707 0.00086890131636941064 0.00062166555568523186 -0.00098940411932552639 0.0012707905343618392 -0.00033933490782527811 -0.00049193857157976326 0.00048185819157863451 0.0011568611096436955 5.4888404183521301e-05 7.4106293099148886e-05
leaf_weight=0.0016156202386607412 0.0015516113393587707 0.0010854968039558646 0.0010089821008627533 0.0014948396736031424 0.0012455725435387343 0.0012018860429623404 0.0010154757028320027 0.00104149475271642 0.0019317117526489458 0.001090433111652799 0.0011098092862369393 0.0012391939064038118 0.0016988455105151337 0.0011408492499000999 0.0017519947851845075 0.0016853438537509646 0.0017502072793149637 0.001028854658959754 0.0011767505535420402 0.0013308312116784293 0.0011969160585749705 0.001154655279574264 0.001427567011277997 0.0011164255477721374 0.0013665856448277225 0.0011126267188223959 0.0010443736366028133 0.0011698404349259617
leaf_count=491 55 56 170 248 46 70 79 205 191 66 161 213 26 21 26 26 75 81 98 37 52 44 224 50 51 38 23 198
internal_value=0 2.62581e-05 5.88976e-05 2.87376e-05 5.65052e-05 9.18116e-05 0.000125671 8.96319e-05 0.000122351 1.1526e-05 6.40567e-05 0.000118612 0.000183026 8.14368e-05 0.000376235 -0.000147842 4.71425e-06 -0.000216839 0.000376071 7.97873e-05 -0.00016476 0.000519725 0.000206602 5.68993e-05 0.000843166 0.000686533 0.000510699 0.000322074
internal_weight=0 0.0361692 0.0346176 0.0335321 0.0325231 0.0310282 0.0298264 0.0285808 0.0275393 0.0191708 0.0180804 0.0169706 0.0157314 0.0140326 0.00836845 0.00789152 0.00620618 0.00445597 0.00614103 0.00427974 0.00294891 0.00512556 0.00260432 0.00342712 0.00252124 0.00408871 0.00297609 0.00231069
internal_count=3121 2630 2575 2519 2349 2101 2031 1985 1780 1413 1347 1186 973 947 367 451 425 350 496 115 78 417 322 269 95 252 214 219
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=28
num_cat=0
split_feature=1213 160 1374 1375 484 13 13 16 474 11 50 43 376 1 160 16 48 13 151 2 13 12 0 2 15 4 3
split_gain=0.00059928 0.000466197 0.000370989 0.000463687 0.00041105 0.000511285 0.000678496 0.000385344 0.000333441 0.000438517 0.000408492 0.000385017 0.000596713 0.000705414 0.00039463 0.00044258 0.000436881 0.000398867 0.000385366 0.000365467 0.000361456 0.000434876 0.00051175 0.000344543 0.000226806 0.000195895 5.24934e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.082349999999999993 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 -0.062804999999999986 0.086280000000000009 0.088215000000000002 0.096640000000000018 -0.074359999999999996 0.084620000000000015 0.12500000000000003 -0.089549999999999991 -0.056919999999999991 0.089965000000000017 -0.117405 0.093155000000000016 0.10882500000000002 -0.084034999999999985 0.092355000000000007 -0.059114999999999994 0.090935000000000016 -0.092919999999999989 -0.083644999999999983 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
left_child=-1 -2 -3 -4 7 -6 -7 -5 9 10 11 12 13 20 -13 17 25 -16 19 23 -8 22 -22 24 -19 -17 -27
right_child=1 2 3 4 5 6 8 -9 -10 -11 -12 14 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28
leaf_value=-0.00080504132600368134 -0.0007736276862886993 -0.000540139058829012 0.00093251268855923765 0.00011460404086488202 -0.00074052086879094722 0.0009258594936621369 0.00070024219789710388 -0.00089032061755040892 0.00060767034883574223 -0.00059183796519388392 0.00088423537803816005 0.00061845205141009408 -0.00054318500905632813 0.0012687160648739331 0.00064365484592359399 -0.00028780336025994351 0.00023663827027073099 3.9659747170985335e-05 0.0004899704402154052 -0.00084335487010993543 -0.00041412177660583323 -0.00057504152597452976 0.00071190565612862743 0.00051430990120285975 -0.00078746021438777297 -0.0011465500641735949 -0.00074135774626594888
leaf_weight=0.0014412843128724919 0.001124256330883088 0.0015951180258682021 0.0010094681487643467 0.0011195503751971758 0.0011123458666819621 0.0016467199904699461 0.0017824960590946404 0.001358783754434211 0.0018292868050939761 0.0016172690143276816 0.0010003965466318645 0.0011646812228009997 0.0012527444385754816 0.0012563270820368233 0.0013891240559509256 0.001108671160285013 0.0010204078413913464 0.0011190899918163055 0.0013292330172305356 0.0013385421298683919 0.0010210455592800649 0.0013465243604846577 0.001783011355315443 0.001118336898710659 0.0010188082050559587 0.0010554236133907382 0.001003185168595877
leaf_count=491 215 55 54 155 33 47 98 309 172 88 98 53 52 52 60 69 38 39 15 66 189 122 49 119 238 127 18
internal_value=0 2.96925e-05 5.67353e-05 8.66737e-05 5.89441e-05 0.000102299 0.000136764 -0.000436361 8.59156e-05 4.56869e-05 9.23238e-05 5.47911e-05 0.000264603 0.000405359 -8.50585e-05 -0.000156303 -0.000485095 3.19725e-05 -0.000111461 -0.000285451 0.000222544 1.7393e-05 0.000301884 -5.61128e-05 -0.000354501 -0.000717617 -0.000949095
internal_weight=0 0.0345208 0.0333966 0.0318015 0.030792 0.0283137 0.0272013 0.00247833 0.0255546 0.0237253 0.022108 0.0211077 0.00844215 0.0071894 0.0126655 0.0115008 0.00418769 0.00731313 0.00592401 0.00459478 0.00593308 0.00415058 0.00280406 0.00325624 0.0021379 0.00316728 0.00205861
internal_count=3121 2630 2415 2360 2306 1842 1809 464 1762 1590 1502 1404 562 510 842 789 252 537 477 462 458 360 238 396 277 214 145
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=16
num_cat=0
split_feature=14 484 42 1 43 3 16 15 42 3 3 2 457 0 484
split_gain=0.000106255 0.000117386 0.000133746 0.000245267 0.000185879 0.000358431 0.000219013 0.000212483 0.000160097 0.00017557 0.000165929 0.000229419 0.000269178 0.000197437 8.45333e-05
threshold=0.076175000000000007 0.084040000000000017 -1.0000000180025095e-35 0.10920500000000001 -0.052894999999999991 -0.075944999999999985 0.22339500000000004 -0.042209999999999991 0.075730000000000006 -0.116045 0.090900000000000009 0.11263500000000001 0.082380000000000009 -0.17169499999999996 0.091880000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 -4 9 -6 -11 12 -12 -13 -3
right_child=-2 14 4 -5 6 -7 -8 -9 -10 10 11 13 -14 -15 -16
leaf_value=-0.0026854976728499643 -0.0014600994732532195 0.0020592480130243768 -0.0017310713212626283 0.00026606052079175698 0.0019189434207881641 0.0029520873817126844 -0.0020546965655752264 0.0010099369276518203 -0.0014885354287956926 -0.0011737456316752532 8.8154997446042424e-05 -0.0020540060164452195 0.0033538011323589415 0.00084523304882470288 0.00016014060698225484
leaf_weight=0.0011445427481464729 0.0010702991385558294 0.0010740267101074777 0.0010190610526528143 0.0014110594769429774 0.0012628092822595249 0.0013688122095029372 0.0012783115886930993 0.0016836237965612844 0.0013082995381267781 0.001930960866303625 0.0012857408805759807 0.0010782687060562068 0.0010128971040330725 0.001031710705147626 0.0010312784094635985
leaf_count=730 101 136 290 59 45 319 156 225 521 81 64 43 34 96 221
internal_value=0 7.43186e-05 -5.772e-05 -0.00105581 0.000121147 0.000976825 -0.00022078 -2.35742e-05 4.23108e-05 0.000305755 -1.55833e-05 0.000491688 0.00152717 -0.000636373 0.00112898
internal_weight=0 0.0189214 0.0168161 0.0025556 0.0142605 0.0040715 0.010189 0.00270268 0.00891069 0.00760239 0.00633958 0.00440862 0.00229864 0.00210998 0.00210531
internal_count=3121 3020 2663 789 1874 834 1040 515 884 363 318 237 98 139 357
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=29
num_cat=0
split_feature=1213 160 1374 1375 133 1374 484 38 3 40 42 3 13 4 3 16 0 1 47 4 16 4 160 9 52 52 16 2
split_gain=0.000547276 0.00047166 0.000419638 0.000511917 0.000408663 0.000447892 0.000402102 0.000398292 0.000416232 0.000513406 0.0010486 0.000532137 0.000412298 0.000465274 0.000424718 0.000342183 0.000293486 0.000465403 0.000611158 0.000632439 0.000485803 0.00043262 0.000377586 0.00027414 0.000233442 0.00025302 0.000214624 0.000195497
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.082349999999999993 0.10622000000000002 0.086000000000000007 -0.0068949999999999992 0.084835000000000008 0.13524500000000003 0.05433000000000001 -0.12995999999999999 0.11924500000000002 0.23855500000000004 0.27834500000000006 -0.13309499999999996 0.25084500000000004 -0.059114999999999994 1.0000000180025095e-35 0.092530000000000015 0.053180000000000012 -0.092804999999999985 -0.35136499999999998 -0.021249999999999995 0.089995000000000006 0.077655000000000016 -0.0092699999999999987 -0.022939999999999999 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
left_child=-1 -2 -3 -4 5 6 26 8 9 10 -8 12 13 15 23 16 17 -12 19 20 -19 -18 -22 -15 25 -10 -5 -23
right_child=1 2 3 4 -6 -7 7 -9 24 -11 11 -13 -14 14 -16 -17 21 18 -20 -21 22 27 -24 -25 -26 -27 -28 -29
leaf_value=-0.00086932337432758973 -0.00084871885453754016 -0.00068390989998052198 0.0011088203773409705 2.8889937214965467e-05 -0.00067904807133112506 -0.00083960851097218301 -0.001172016759815032 -0.00058714047374997219 0.00087237856405805725 0.0010731510996050391 -0.00069039244127148177 -0.00079255947371265978 0.0010733634350016325 0.00079875721894384914 0.0014441242266653523 -0.00054810423285834914 -0.00011715447780662182 0.00090029223756584126 -0.00079998439747111028 0.0012967539077730472 0.00028675049443597562 0.0013545250189533899 -0.0009735797414671079 -0.0002236395292977011 0.0011922832574697815 -7.3858537970513538e-05 -0.00089246558292221717 0.0004902559220449006
leaf_weight=0.0014864757250906959 0.0012385413145079563 0.0015062316203824358 0.0010391186179144465 0.0010071072071207166 0.0014751630303233556 0.0010227044562780554 0.0012896967959366004 0.001316894724531891 0.0012552284594899987 0.0012157554563678721 0.0016720036163189065 0.0011033829023432409 0.0012038837003816019 0.0011854435613720682 0.0010442269733408329 0.0016952810044247322 0.0015076951484260803 0.0010039155853611703 0.0010610795875702905 0.0012716317615684147 0.0010147956202857245 0.0010402335077373094 0.0010034586599356743 0.0010494577928454873 0.0012706118473593264 0.0011487097253164427 0.0011487371725693299 0.0011921708915139106
leaf_count=491 215 55 54 163 348 53 74 49 53 32 386 24 41 41 103 241 46 26 39 17 55 33 142 14 36 46 221 23
internal_value=0 3.38017e-05 6.71824e-05 0.000103398 6.88028e-05 0.00010721 0.000142165 0.000193156 0.000235568 0.000154829 9.70959e-05 0.000187782 0.000251617 0.000188771 0.000677063 6.02891e-05 0.000156082 -1.9401e-05 0.000190109 0.00043478 7.20884e-05 0.000485778 -0.000339875 0.000318663 0.000687192 0.000420224 -0.000462052 0.000892979
internal_weight=0 0.0339832 0.0327446 0.0312384 0.0301993 0.0287241 0.0277014 0.0255456 0.0242287 0.0205541 0.0193384 0.0180487 0.0169453 0.0157414 0.00327913 0.0124623 0.010767 0.00702688 0.00535488 0.0042938 0.00302217 0.0037401 0.00201825 0.0022349 0.00367455 0.00240394 0.00215584 0.0022324
internal_count=3121 2630 2415 2360 2306 1958 1905 1521 1472 1337 1305 1231 1207 1166 158 1008 767 665 279 240 223 102 197 55 135 99 384 56
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=26
num_cat=0
split_feature=1213 1429 160 1374 1375 1374 13 13 1 4 4 16 150 3 40 42 151 1 51 4 16 15 2 16 3
split_gain=0.000537737 0.00051098 0.000434843 0.000427081 0.000408422 0.000413566 0.000413474 0.000683055 0.00044965 0.000775617 0.000769314 0.000497497 0.000413386 0.000505483 0.000477241 0.000756582 0.000569003 0.000729012 0.000331524 0.000339278 0.000323978 0.000305458 0.000234968 0.000171879 0.00012806
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.082349999999999993 0.086000000000000007 -0.53104499999999988 -0.47860499999999995 0.08592000000000001 -0.083854999999999985 -0.49013999999999996 -0.013324999999999998 0.076925000000000007 -0.13309499999999996 0.051255000000000002 -0.11051499999999999 -0.0096649999999999982 0.104035 0.13831000000000002 0.41379000000000005 -0.056919999999999991 -0.055554999999999993 0.092120000000000021 -0.094359999999999986 -0.075944999999999985
decision_type=2 2 2 2 2 2 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 -6 -8 9 10 -9 -11 14 -14 15 -10 -17 20 19 21 -18 24 -12 -15 -19
right_child=1 2 3 4 5 -7 7 8 12 11 22 -13 13 23 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00077172897419052464 -0.00086190524293818774 -0.00071134965354822108 -0.00059235622635163377 0.00093824217086274457 -0.00062938631216945761 -0.00073090771204453741 0.00096587150765256905 -0.00057000527351405857 -0.0010306553308112967 -0.001173030047682558 0.00019203699881356848 -0.00013995101569959037 2.3378088400754729e-05 0.0013197774006631759 0.00093913631931511539 -0.00053803617965617891 6.2757742047724884e-05 -0.00023457875704149434 -9.1460387531180969e-05 0.0012014277528790895 -0.00086502200026990369 0.00084158738355813955 0.00090243504431283372 0.00064164285022883709 0.00042018345837336213
leaf_weight=0.0015125758870475061 0.0010787119945661052 0.0012237944646811263 0.0015221684460087195 0.0010357077754782331 0.0012130841082313984 0.0010187745641410109 0.0017083703834379583 0.0015918030445583042 0.0010661047908921981 0.0016109845276120957 0.0016085298725000904 0.0016358604621720292 0.0017564339837150555 0.0011508258175716435 0.0010992493299832881 0.0018407079048410333 0.0016316693132285565 0.001012896682212272 0.0013196077212427326 0.0014133451455867752 0.0010952749397823425 0.0018210713463640005 0.0016344603624185439 0.0014978133146934516 0.0010690856559278927
leaf_count=491 154 202 55 54 34 56 48 41 27 479 165 359 36 54 28 74 158 36 38 144 131 60 38 123 36
internal_value=0 3.20361e-05 6.07548e-05 8.99599e-05 0.000123646 9.53307e-05 0.000124581 0.000157763 0.000104369 -0.000153696 0.000181302 -0.000652533 0.000221708 0.000572285 0.000106193 3.15693e-05 0.000132647 0.0002645 0.000500533 0.000647474 -0.000309884 0.000446881 0.000550076 0.00093629 0.000101638
internal_weight=0 0.0346563 0.0335776 0.0323538 0.0308317 0.029796 0.0287772 0.0275641 0.0258557 0.00808164 0.00483479 0.00324684 0.0177741 0.00440507 0.013369 0.0122698 0.0112037 0.00936295 0.00663601 0.0053164 0.00272694 0.00390305 0.00324299 0.00264864 0.00208198
internal_count=3121 2630 2476 2274 2219 2165 2109 2075 2027 1082 244 838 945 213 732 704 677 603 314 276 289 132 203 177 72
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=15
num_cat=0
split_feature=4 13 4 376 12 49 151 3 0 457 13 4 4 1
split_gain=0.000115795 0.000150944 0.000137839 0.000174379 0.000193772 0.000163378 0.000132266 0.000161602 0.000129341 0.000121729 0.000172665 0.000176011 0.000163678 0.000135888
threshold=0.24564500000000003 -0.11122999999999998 0.098655000000000007 0.048375000000000008 0.098810000000000023 0.0093850000000000027 -0.00099499999999999979 -0.13309499999999996 -0.11756999999999999 0.080930000000000016 -0.084034999999999985 -0.080924999999999983 -0.27825499999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 9 -3 -8 -9 10 11 -1 -12 -14
right_child=1 6 -4 -5 -6 -7 7 8 -10 -11 12 -13 13 -15
leaf_value=0.0024667618533280884 0.0028298464257744712 -0.0014741380186083974 -0.0018926224517571563 0.0018638492633758581 -0.002538628425938497 0.0016308150564872097 -0.0010895998815400379 0.00041162468917615015 0.0033667599353496944 0.00094306591918919469 -0.0034804635306363622 -0.0010196562525856675 0.00038535209623983613 -0.0019694096888713966
leaf_weight=0.0010086914651600276 0.0010196665426576157 0.0011612998441297151 0.001698257330191578 0.0014874063355463383 0.0012676114139734693 0.0017380487237611828 0.001004810307666304 0.0011132876404287284 0.001028941561203838 0.0019256884856807543 0.0010698338576546921 0.0010852883758172309 0.0017599985819784728 0.0017792402217847725
leaf_count=139 106 80 121 110 374 387 43 64 133 137 124 322 615 366
internal_value=0 0.000750975 -0.000281857 -7.33875e-05 -0.000321055 -4.98982e-05 0.000258963 0.0008985 0.00183102 -0.000388437 -0.000770958 0.000659787 -0.00142097 -0.00079843
internal_weight=0 0.00532801 0.0148201 0.0131218 0.0116344 0.0103668 0.00430834 0.00314704 0.00214223 0.00862874 0.00670305 0.00209398 0.00460907 0.00353924
internal_count=3121 426 2695 2574 2464 2090 320 240 197 1703 1566 461 1105 981
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=26
num_cat=0
split_feature=1213 1429 4 480 1374 2 2 1374 0 4 0 0 12 42 16 12 0 16 3 12 13 1 457 16 2
split_gain=0.000603471 0.000602631 0.000563075 0.000648561 0.000461228 0.000456705 0.000615911 0.00047581 0.000626241 0.000426136 0.000554516 0.000709965 0.000564384 0.00047158 0.000468645 0.000426088 0.00040852 0.000349333 0.000409756 0.000302823 0.000373065 0.000313487 0.000275178 0.000255113 0.000204191
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 0.087855000000000016 0.10912000000000001 0.11215000000000001 -0.094929999999999987 -0.23001499999999997 -0.49405499999999997 -0.059114999999999994 -0.10607499999999999 0.092200000000000018 0.08426500000000002 -0.013024999999999998 0.084225000000000008 -0.23001499999999997 -0.008069999999999999 0.090900000000000009 -0.095379999999999979 -0.28558999999999996 0.10752500000000002 0.048635000000000005 -0.069144999999999984 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
left_child=-1 -2 3 4 5 7 -7 -3 -9 -10 11 12 22 17 15 -13 -8 -12 -19 -18 -21 -22 24 -23 -11
right_child=1 2 -4 -5 -6 6 16 8 9 10 13 14 -14 -15 -16 -17 19 18 -20 20 21 23 -24 -25 -26
leaf_value=-0.00083594914766367025 -0.00097613140499588956 -0.00092498004327683779 0.00099236772811690408 -0.0010375300221631984 -0.00084907287858058543 0.0012702970582305442 -0.00048238171177008145 0.00077905958537855739 -0.00064351484419757283 -1.5168914431823286e-05 -0.00023396508501400534 0.00015252823722291687 0.00072233413101187099 0.0008913111181000073 -0.0011286366612892414 -0.00080888531928966336 -0.00033427471650415209 0.00080199060797592507 -6.8380099150080676e-05 0.0010476678421775152 -0.00026548501445262072 0.00086786648605046714 0.00038797458503880014 3.7023074416992277e-05 -0.000840392897904635
leaf_weight=0.0015589487113276115 0.0010706851485287041 0.0010080512653871656 0.0011097791863181597 0.0010226201604242027 0.0010020374024897185 0.0011183721947760636 0.0013131911522066284 0.0018120709997617645 0.0019581425547041597 0.0010039794811049704 0.0030337043821424547 0.0019300377601103522 0.0019709030902737013 0.0017462545443678312 0.0017014090686099173 0.0014719865304605451 0.0010219700870663937 0.0019941939088070834 0.0019264709588071582 0.0014589930216804001 0.0013873981999679126 0.0015958407493714688 0.0010092017688378974 0.0011533591528589682 0.0011834866191717808
leaf_count=491 154 46 143 196 66 49 27 43 76 24 35 79 44 46 441 615 37 45 24 60 121 74 37 41 107
internal_value=0 1.89201e-05 4.8569e-05 1.84915e-05 5.04405e-05 7.79214e-05 0.000335223 -2.01149e-05 1.99941e-05 -4.57248e-05 1.59757e-05 -0.000195812 0.000155851 0.000265989 -0.000551894 -0.000263456 0.000203361 0.000108969 0.000374322 0.00033944 0.000462486 0.000256091 -0.000193413 0.000519307 -0.000461641
internal_weight=0 0.0370041 0.0359335 0.0348237 0.0338011 0.032799 0.00904912 0.0237499 0.0227418 0.0209298 0.0189716 0.010271 0.00516757 0.00870062 0.00510343 0.00340202 0.00793075 0.00695437 0.00392066 0.00661756 0.00559559 0.0041366 0.00319667 0.0027492 0.00218747
internal_count=3121 2630 2476 2333 2137 2071 409 1662 1616 1573 1497 1347 212 150 1135 694 360 104 69 333 296 236 168 115 131
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=16
num_cat=0
split_feature=1 159 14 4 47 16 52 2 3 3 0 15 15 4 2
split_gain=0.000104828 0.000164817 0.000196838 0.00017859 0.000257853 0.000192319 0.000182933 0.00019157 0.000159615 0.000248931 0.000266877 0.000201584 0.000144863 0.00013711 9.50197e-05
threshold=0.094385000000000011 0.076905000000000015 -0.10708499999999999 -0.064054999999999987 0.13148500000000005 -0.5315899999999999 -0.080979999999999983 0.090790000000000023 0.10732000000000001 -0.083924999999999986 -0.23001499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.27825499999999997 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 14 -7 -8 9 11 -11 -1 -12 -13 -5
right_child=1 -3 3 4 -6 6 7 -9 -10 10 12 13 -14 -15 -16
leaf_value=0.0019714086000192149 -0.001893043584040239 0.0019558361454301535 -0.0014563457916193191 -0.0013054900186833488 -0.0015342877706224238 -6.2225362611354715e-05 0.0011952696618408487 0.003605936868534468 0.001070342004127331 0.00024331049768152183 -0.0038443396612623452 -0.001749145461665464 -0.0014566256501943277 0.00038673741843614636 0.00074234110218091541
leaf_weight=0.0010551529404057847 0.001039031857851592 0.0012550166881769584 0.0011387611400146564 0.0010155192145049358 0.0011344875725010084 0.0012248866134145792 0.0019858013842775028 0.001257236017190716 0.0014572325433732658 0.0012263359151027942 0.0010763743220187916 0.0011962598986676731 0.0013224170311354616 0.0016983336674406893 0.0011048109213049884
leaf_count=333 64 206 176 22 40 112 146 105 28 50 604 51 572 540 72
internal_value=0 0.000306025 9.68903e-05 0.000330215 0.000593653 0.000960081 0.00152887 0.00212982 -0.000394325 -0.000676093 -0.00159052 0.000163179 -0.00252803 -0.000495967 -0.000238455
internal_weight=0 0.0111556 0.00990053 0.0088615 0.00772274 0.00658825 0.00446792 0.00324304 0.00903211 0.00757487 0.00362513 0.00394975 0.00239879 0.00289459 0.00212033
internal_count=3121 943 737 673 497 457 363 251 2178 2150 1226 924 1176 591 94
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=28
num_cat=0
split_feature=151 1213 1429 484 480 49 129 133 38 457 1374 158 52 133 15 15 2 0 156 15 1 48 16 43 13 16 16
split_gain=0.000566674 0.000557567 0.000483863 0.000471016 0.000486454 0.000428309 0.000437692 0.000476312 0.000605811 0.000584192 0.000491793 0.00047258 0.000477351 0.000765168 0.000687557 0.000430418 0.000545982 0.000384189 0.000293496 0.000280726 0.000472617 0.000407572 0.00035804 0.00045338 0.00021977 0.000164073 3.13249e-05
threshold=-0.27559499999999998 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 0.08598500000000002 0.13984500000000002 0.080675000000000011 0.10622000000000002 0.084835000000000008 -0.0029299999999999994 -0.094929999999999987 0.085900000000000018 0.11434500000000002 -0.10066499999999999 -0.028889999999999996 0.097485000000000016 0.096015000000000017 -0.22491999999999998 0.087400000000000019 0.035560000000000008 0.094385000000000011 0.084170000000000009 -0.52595999999999987 -0.076124999999999984 -0.076384999999999995 -0.062804999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 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 7 8 9 -4 -11 12 13 -12 -14 16 17 -15 -5 20 21 -19 -22 -24 26 -26 -18
right_child=1 2 3 18 -6 -7 -8 -9 -10 10 11 -13 14 15 -16 -17 24 19 -20 -21 22 -23 23 -25 25 -27 -28
leaf_value=-0.00096733386130450625 -0.00091681124300539913 -0.00081366888017539072 -0.00057350670197645114 0.00026052986763972429 -0.00083752075877980225 0.00086061302620782983 -0.00081121303938103291 -0.00076119690756642773 -0.00088877194355288015 -0.00054026254846601307 -0.00067697976642267291 -0.00054728905979916568 0.00042776632504594637 0.0011121149699817008 -0.00091495453784264168 -0.00022443272423555699 0.0010072249606248539 -0.00069352324771357126 0.0011351797201627036 0.00083720812746433117 -0.00017902920420499545 0.00034457497820285574 0.00012025938240350284 0.0011016249564024165 0.001036308835008073 0.00037505975936384959 0.0013099433520677068
leaf_weight=0.0010259685087889983 0.0010551624655183991 0.0010751463374237815 0.0018051556557336359 0.0017055051152929926 0.0010669300000599726 0.0011451965860560511 0.0010199977068962853 0.0011495518104032145 0.0010207182401442685 0.0014375849617920258 0.0011044197032494809 0.0011989932788891702 0.001387973213057947 0.0010009789421019247 0.0012731180642662201 0.0014629648654507213 0.0011420937844156542 0.0016588892207053535 0.0010981369194418278 0.0012088353902579563 0.0012888797571335431 0.0010920567696039996 0.0015435869151714243 0.0017478848551168991 0.001037754078253128 0.001763958146123735 0.0012429807306837404
leaf_count=74 325 154 177 193 190 48 204 291 35 28 192 161 75 8 86 69 69 133 72 182 17 53 63 37 61 88 36
internal_value=0 2.77207e-05 5.73126e-05 8.60339e-05 3.73868e-05 6.98737e-05 3.705e-05 6.9616e-05 0.000107189 0.000148856 0.000206572 0.000257322 0.000305664 0.000385716 -0.000214618 0.000458205 0.000526013 0.000338689 0.000603115 0.000248036 0.000150889 -0.000281424 0.000410536 0.000641398 0.000870597 0.000619986 0.00116499
internal_weight=0 0.0347345 0.0336793 0.0326041 0.0298005 0.0287336 0.0275884 0.0265684 0.0254188 0.0243981 0.022593 0.0211554 0.0199564 0.0172953 0.00266109 0.0161909 0.0147279 0.00954111 0.00280364 0.00854013 0.0073313 0.00275095 0.00458035 0.00329147 0.00518679 0.00280171 0.00238507
internal_count=3121 3047 2722 2568 2303 2113 2065 1861 1570 1535 1358 1330 1169 1008 161 816 747 493 265 485 303 186 117 100 254 149 105
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=15
num_cat=0
split_feature=124 484 40 1 150 41 3 0 16 151 4 43 52 15
split_gain=0.000100131 0.000178199 0.000145403 0.000209999 0.000187752 0.000168653 0.000223822 0.000299378 0.000248658 0.000139462 0.000163972 0.00015657 7.60669e-05 0.000143317
threshold=-0.043384999999999993 -0.0068949999999999992 -0.063404999999999989 0.13686500000000004 0.11456000000000001 0.078065000000000009 -0.12018999999999998 -0.053834999999999994 -0.0083599999999999976 -0.082229999999999984 0.0061450000000000003 -0.078139999999999973 -0.04127999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 9 -4 -8 11 -11 -12 -14
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 12 -13 13 -15
leaf_value=0.0010014617796118897 -0.0017549889561558889 -0.0014638624693424115 -0.0002289758570303042 0.0017461194129693722 -0.0015655378430045738 -0.0014497953517477083 -0.0011073274438838155 -0.0017266320099318634 0.0025134342128464351 0.0011313239235589644 0.002226304657084158 -0.0011137152937551642 0.0021246127918318502 -4.0165599244840272e-05
leaf_weight=0.0017911560693283637 0.0012172618172272059 0.0012333636955786367 0.0010998917181828105 0.0014515571318283729 0.0014388753950314035 0.0012149425849452564 0.0011111709996267658 0.0017053465434318004 0.0016439830951457931 0.0010107284212139689 0.0010652430345345076 0.0015982186945727155 0.001001160552280389 0.0015584096098534839
leaf_count=259 488 104 63 99 88 91 160 182 121 336 64 869 82 115
internal_value=0 -0.000104435 1.2834e-05 0.000127385 -3.5246e-05 0.000134012 0.000297164 -4.14789e-05 0.00141413 0.00034978 0.00060951 -0.000243968 0.0012238 0.000806575
internal_weight=0 0.0183502 0.0171329 0.0158995 0.014448 0.0130091 0.0117942 0.00905028 0.00274387 0.00734493 0.00623376 0.00260895 0.00362481 0.00255957
internal_count=3121 2862 2374 2270 2171 2083 1992 1808 184 1626 1466 1205 261 197
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=16
num_cat=0
split_feature=52 16 12 0 0 16 474 15 3 15 1 49 3 4 12
split_gain=0.000105332 0.00014469 0.000235834 0.000188809 0.000258098 0.000206214 0.000328928 0.000274115 0.000219516 0.000191278 0.000191014 0.00015233 0.000190937 0.0001716 0.000100241
threshold=-0.40306999999999998 0.23311500000000004 0.051320000000000005 0.15398500000000004 0.051010000000000007 -0.056919999999999991 0.084660000000000027 -0.024814999999999997 0.14121000000000003 0.024640000000000006 0.08592000000000001 -0.043469999999999995 0.095270000000000007 0.015030000000000002 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 7 -7 10 -9 -2 13 14 -12 -13
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0015532934680874343 -0.0019093948123717194 0.0029892291807058565 -0.00019780342966050355 -0.002157503539875481 0.0023564582483837403 -0.003388281322417753 0.0011371628881064455 0.00091066027589355343 0.0024104331297994412 -0.0021759455780923651 -0.00010430298569056893 0.0012177666538644096 -0.0021712700491223359 0.0025484951804952988 -0.00065310729672714025
leaf_weight=0.0010935313698127438 0.0011488205597027235 0.0011138430333987861 0.0013516305625278502 0.0010852910689709274 0.0011834445133718239 0.0015729035723724138 0.0014209233985998937 0.0011068974387473682 0.0011624798388610857 0.0010096494880170309 0.0011864381914516997 0.0016876547832697653 0.0010298991628125975 0.0013956949723752388 0.0013602659551372742
leaf_count=324 919 60 90 48 78 288 207 136 117 292 51 254 45 69 143
internal_value=0 8.39251e-05 0.00124202 -9.07046e-05 5.62373e-05 -0.000137077 -0.000959334 -0.00176676 0.000331312 -0.000561733 2.17962e-05 0.00035492 -0.000262253 0.00132959 0.000382809
internal_weight=0 0.0188158 0.00246547 0.0163504 0.0152651 0.0140816 0.00511037 0.00368945 0.00897125 0.00211655 0.00780877 0.00665995 0.00407782 0.00258213 0.00304792
internal_count=3121 2797 150 2647 2599 2521 923 716 1598 428 1481 562 442 120 397
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=29
num_cat=0
split_feature=1213 160 1456 1374 1375 159 43 12 14 13 132 1 16 474 160 11 4 1 15 43 52 2 0 0 0 15 2 1
split_gain=0.000605595 0.000528895 0.000430073 0.000392848 0.00041339 0.00037658 0.000452302 0.000457434 0.000731194 0.000371071 0.00058187 0.000532589 0.000756142 0.000484422 0.000794073 0.000406427 0.000324366 0.000500304 0.000272784 0.000374594 0.00024709 0.000270048 0.000242036 0.000600556 0.000274581 0.000209218 0.000166657 5.82116e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 -0.080114999999999978 -0.21548999999999999 0.24789500000000006 0.12757000000000002 0.076975000000000002 -0.010384999999999998 0.080640000000000017 0.13146500000000003 0.22339500000000004 0.084660000000000027 -1.0000000180025095e-35 0.077415000000000012 -0.033174999999999989 0.11061500000000002 -0.040804999999999994 -0.51144999999999985 -0.081429999999999989 0.098035000000000011 0.15398500000000004 -0.019414999999999998 -0.13843999999999998 -0.092919999999999989 0.092120000000000021 0.096575000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 9 11 13 12 15 14 -11 16 26 25 20 -20 -16 27 23 24 -21 -18 -7 -22
right_child=1 2 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15 18 -17 17 -19 19 22 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0010209004554091478 -0.0010223976119334169 -0.00085636616446199785 -0.00070604384536792546 0.0011768729443435168 0.0010911116407879141 0.00065943835734986371 -0.00086834997923899559 0.0010272932870754052 -0.0011202137240255206 -0.0014616294787876949 0.0010644566930201843 0.0014631508720272847 -0.00089369597663891732 0.00096015785674169571 0.00085485718252684161 -0.0004048415399445374 0.00036439489875453318 0.0011732392718181652 0.00055661733716335857 -0.00016527867611613393 -7.8419777262512175e-05 0.00055731491624417986 -0.0010718394770671486 0.00061266921700067398 -0.0012649815766586742 -0.0006626832431057383 0.0015333525591617267 -0.00060950619228705173
leaf_weight=0.0014406415820719101 0.0011592507410866917 0.0012105431202175379 0.0014157200330657807 0.0010020377349271295 0.0010070716091066237 0.0010663970385852359 0.0012184105212572618 0.0014042263331006657 0.0012399673933130009 0.0011695163772691428 0.0011859281598649582 0.0010809470960698184 0.0012400664436680309 0.0010048722054682999 0.0011965458196874224 0.0011260625097406773 0.0010255837481105631 0.0011567855505658642 0.0011015172855195514 0.0011041645950058436 0.0010417638577209258 0.0014044822452274897 0.0013153605778342126 0.0012956234570395955 0.0012553538855470947 0.0010270360803071379 0.0011998680512688153 0.0010955630431552232
leaf_count=491 215 221 55 56 56 223 146 56 49 72 93 132 133 61 73 32 134 84 15 27 25 63 13 82 178 249 63 24
internal_value=0 4.46869e-05 8.38437e-05 0.000121307 0.000161745 0.000125369 8.92887e-05 0.000134623 8.3109e-05 0.00014772 -1.40759e-05 0.000404676 0.000258771 -0.000112581 -0.000202562 0.00047525 0.000656239 0.000327258 -6.63502e-05 -0.000292067 0.000222897 9.39959e-06 -0.000480145 -0.000267214 -0.000750363 -0.000149508 0.00112213 -0.000350647
internal_weight=0 0.0327507 0.0315914 0.0303809 0.0289652 0.0279631 0.026956 0.0257376 0.0243334 0.0230934 0.0141707 0.00892275 0.0078418 0.0129848 0.0119799 0.00660173 0.00547567 0.00320941 0.0108104 0.00607202 0.00473835 0.00354181 0.0049705 0.00365514 0.00235952 0.00205262 0.00226627 0.00213733
internal_count=3121 2630 2415 2194 2139 2083 2027 1881 1825 1776 726 1050 918 633 572 785 753 467 500 315 185 112 300 287 205 383 286 49
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=14
num_cat=0
split_feature=4 11 160 52 48 2 2 0 2 0 43 3 3
split_gain=0.000113905 0.000177594 0.000167471 0.000139538 0.000143426 0.000444315 0.000371611 0.000213471 0.000205239 0.000235376 0.000157014 0.000105252 0.000192998
threshold=0.27287000000000006 1.0000000180025095e-35 -0.091944999999999985 0.10744000000000002 0.082620000000000013 0.10097500000000002 0.095545000000000005 -0.053834999999999994 0.092120000000000021 -0.18113999999999997 -0.074359999999999996 -0.14989499999999997 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 10 -6 -10 -4 -2 -13
right_child=11 -3 3 -5 8 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.0020463155330510906 -0.00053233776002598629 -0.0024356108675776017 0.0014395240952490998 0.0016558775916137934 -0.00077573289362877548 -0.0031006481787920052 0.0033176203036661806 -0.0021839589106582217 -0.00016602330318134256 0.0034877887562795367 -0.00084549387088167591 0.0028947157908395331 -0.00016427993312972464
leaf_weight=0.0012424045782015456 0.001189715105414102 0.0010783411914736521 0.0019204600070290576 0.0016746978707034019 0.0015578311093725769 0.001688709474391703 0.001009125723329396 0.0015703947387657449 0.0010060102388251835 0.0012900094187635602 0.001935893825847898 0.0014432589071379778 0.0012202880266269922
leaf_count=382 58 187 441 194 195 239 83 88 17 192 751 178 116
internal_value=0 -0.000216728 -5.60955e-05 0.00012501 -8.90196e-05 -0.000515733 0.000162523 -0.000424179 0.000810565 0.00188686 0.000292443 0.000867843 0.00149326
internal_weight=0 0.0159739 0.0148955 0.0136531 0.0119784 0.00812458 0.00643587 0.00542675 0.00385385 0.00229602 0.00385635 0.00385326 0.00266355
internal_count=3121 2769 2582 2200 2006 1602 1363 1280 404 209 1192 352 294
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=25
num_cat=0
split_feature=1213 160 1374 1375 1456 159 43 12 14 3 484 130 42 151 160 15 52 484 4 4 15 150 2 52
split_gain=0.000529295 0.00045296 0.000406443 0.000479369 0.000330875 0.000319251 0.000492021 0.000399282 0.000570188 0.00039017 0.00039757 0.00042776 0.000533717 0.000388701 0.000432648 0.000440267 0.000459035 0.00031861 0.000303279 0.000334444 0.000283749 0.000288332 0.000206781 0.000168816
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 -0.082349999999999993 -1.0000000180025095e-35 -0.20761999999999997 0.24789500000000006 0.12757000000000002 0.076975000000000002 0.20828500000000003 0.08660000000000001 -0.0015749999999999998 0.09832500000000001 -0.090369999999999992 -1.0000000180025095e-35 -0.10653 -0.15275999999999998 0.096935000000000007 -0.0016099999999999997 -0.35136499999999998 -0.03241999999999999 0.085075000000000026 0.092235000000000025 0.084240000000000023
decision_type=2 2 2 2 2 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 7 8 9 10 11 -7 13 -13 -15 22 -17 -12 19 -18 21 -20 -16 -21
right_child=1 2 3 4 5 6 -8 -9 -10 -11 17 12 -14 14 15 16 18 -19 20 23 -22 -23 -24 -25
leaf_value=-0.00089046439485528041 -0.00085892442601005769 -0.00066440564170964665 0.0010726120351893049 -0.00066570275648757202 0.00087776699103290015 -0.00074970052176169836 -0.00083838999467949105 0.00091749013784856749 -0.00091986219915371481 0.00087666340389118327 0.0010592237568641868 -0.00072518905509092032 0.00083636984494036843 -0.00075606645795532027 0.00028961422266692889 -0.00073544369439010923 -4.3806266470923913e-05 8.5450943446500448e-06 -0.00027048842736882261 0.00094818157997619563 -0.0005652453562151015 0.00075769316867153392 0.0012001300606721791 0.00022565758488340355
leaf_weight=0.0013143205095340329 0.0011162927091280519 0.0014729601980789644 0.0010076343433719761 0.0011943573882931815 0.0010419128294347759 0.0014177013877560421 0.0011583848538553312 0.0012006304931020386 0.0011234854713793032 0.0013185240383375421 0.0014080306557113778 0.0014307492486294046 0.0016597040596885151 0.0012197432167962994 0.0010212569205779636 0.0014274571396084542 0.0022685118197323028 0.0010120063339944529 0.0012492025640837845 0.0018455086811255406 0.0018696446429089736 0.0010033371675817193 0.0010141716535052581 0.0010267729769681821
leaf_count=491 215 55 54 217 58 180 145 56 49 122 84 105 196 224 54 231 35 44 61 185 61 41 52 106
internal_value=0 3.46592e-05 6.74807e-05 0.000104759 6.98179e-05 0.000102699 7.12458e-05 0.000114226 7.2862e-05 0.000123119 7.55198e-05 4.13567e-06 6.68682e-05 -1.61908e-05 5.65488e-05 0.000134436 1.85124e-05 0.000619853 0.0001347 0.000366131 -0.000153919 0.000187489 0.000743287 0.000689896
internal_weight=0 0.031508 0.0303917 0.0289187 0.0279111 0.0267167 0.0256748 0.0245164 0.0233158 0.0221923 0.0208738 0.0184538 0.0170361 0.0153764 0.0139456 0.0127259 0.0106904 0.00242004 0.00926298 0.00514079 0.00412218 0.00225254 0.00203543 0.00287228
internal_count=3121 2630 2415 2360 2306 2089 2031 1886 1830 1781 1659 1531 1351 1155 1050 826 720 128 489 326 163 102 106 291
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=16
num_cat=0
split_feature=14 147 52 52 4 48 2 48 133 150 1 12 4 15 13
split_gain=0.000112672 0.000145947 0.00017924 0.000167076 0.000200106 0.000126213 0.00021121 0.000249785 0.00023199 0.000154227 0.000183726 0.000254745 0.000188844 0.000147103 8.76014e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.19022000000000003 0.10744000000000002 -0.46376499999999993 0.12474000000000002 0.099185000000000009 0.09111000000000001 -0.0061299999999999992 0.088380000000000014 0.12958500000000003 0.084100000000000022 -0.00027999999999999998 -0.088429999999999995 -0.00051499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 14 -6 10 11 12 -10 -13 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 -12 13 -14 -15 -16
leaf_value=-0.0020618238471340178 -0.0015413535798350531 0.0013780387086886154 -0.00166004887640478 0.0016125532729535179 -0.0022884871976578949 -0.0015413373370612533 0.0012794131372655284 0.0031496174215436537 0.0020415301377252077 -0.0015300646280289527 0.002293858654236031 5.0008879103202864e-05 -0.00057838647765062702 -0.0024659348323606877 -0.0004989790835126216
leaf_weight=0.0010863703819330413 0.0010544205242444251 0.0018312044653603357 0.0014877885737080007 0.0015289323621584536 0.0010739425925137 0.0010093262938897238 0.0012865966983616195 0.0010828542469134561 0.0016657745252250944 0.0011092662397196307 0.0010249269737489797 0.0011009524700844606 0.0010459310655290847 0.0010703133308270834 0.001300879935897393
leaf_count=155 101 167 328 195 564 66 273 101 163 127 62 146 57 502 114
internal_value=0 8.22604e-05 -5.83616e-05 9.6517e-05 -7.07554e-05 9.86188e-05 0.000239354 0.00120086 -0.000196809 0.000123312 0.00043375 4.3316e-05 0.001031 -0.00119021 0.000385309
internal_weight=0 0.0187051 0.0168739 0.0153861 0.0138571 0.0127708 0.0117614 0.00367033 0.00809111 0.00701716 0.0059079 0.00488297 0.00271171 0.00217127 0.00258748
internal_count=3121 3020 2853 2525 2330 2175 2109 488 1621 1057 930 868 220 648 387
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=27
num_cat=0
split_feature=1213 151 1429 4 11 10 1456 13 13 49 16 1374 0 43 42 0 4 0 1 47 14 4 4 15 47 16
split_gain=0.000498585 0.000523483 0.000513284 0.000545412 0.000514771 0.00050664 0.000498459 0.000535572 0.000662873 0.000714118 0.000652728 0.000433595 0.000408206 0.000488842 0.000393579 0.000343043 0.000429372 0.000409607 0.000296853 0.000273715 0.000303284 0.000234528 0.000269677 0.000177623 0.000159519 0.000158426
threshold=-1.0000000180025095e-35 -0.27559499999999998 -1.0000000180025095e-35 0.26790000000000008 0.080455000000000013 0.039530000000000003 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.065470000000000014 -0.36241499999999999 -0.094929999999999987 -0.23001499999999997 -0.053764999999999993 -0.11466499999999999 -0.062294999999999996 -0.49013999999999996 -0.083914999999999976 0.094090000000000021 0.096475000000000019 -0.41790499999999997 -0.35136499999999998 -0.0029599999999999995 -0.037864999999999989 0.092165000000000011 -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
left_child=-1 -2 -3 4 6 19 -4 -8 -9 10 -10 -12 -13 14 -14 17 -17 18 -16 20 -5 -15 25 -11 -24 -23
right_child=1 2 3 5 -6 -7 7 8 9 23 11 12 13 21 15 16 -18 -19 -20 -21 -22 22 24 -25 -26 -27
leaf_value=-0.00099268384922057088 -0.001153700302651226 -0.0010881456341551787 -0.0011119138732621269 0.00031196317143508055 -0.0010881962328835831 -0.00032917126521334831 -0.0010506046221488462 0.00092186507964223238 -0.0010895078181688744 0.00025313074403303105 -0.00086136838856251804 0.00068418484693794253 -0.00062847375620498204 -0.00094405609885088026 -0.00027591426537988304 -3.0878158936541667e-05 0.0011739011713528924 -0.0007913892081482085 0.00076946646174030832 8.2164162372407046e-05 0.0013442759625963811 -0.0002183293966452864 -0.0010223726463228834 0.0010688151505562717 -0.00027766107423556215 0.00051553041585764871
leaf_weight=0.0015823784347210315 0.0010787731292332117 0.0011256393430263403 0.0010479577099437301 0.0010397870453336955 0.0012496426718744394 0.0016988774690772646 0.0011570049624971502 0.0014400342912708154 0.0015869452121854899 0.0011082713722508908 0.0014901132374660611 0.0014980523353393853 0.0011651651909375671 0.0013609713985989116 0.0010098826962330332 0.0010456743993341178 0.0015714565587927583 0.0010018143745040842 0.0013437246624148358 0.0012797784999054596 0.001441495894517141 0.0016566731774223433 0.001103441332542354 0.0011594511538284271 0.0013666328274908324 0.0010020549268093815
leaf_count=491 74 154 228 67 95 52 17 21 70 263 41 24 31 51 193 21 66 260 46 36 191 386 81 37 42 83
internal_value=0 -0.000155534 -0.000121832 -8.6545e-05 -0.000176457 0.000331153 -0.000129211 -8.45662e-05 -3.35533e-05 -0.000100764 -0.00019681 -0.00011155 -3.76802e-05 -0.000117034 0.000146077 0.000297181 0.000692532 -1.11804e-05 0.000320916 0.000629422 0.000911683 -0.000406414 -0.000263746 0.000670177 -0.000610342 5.82569e-05
internal_weight=0 0.0330293 0.0319505 0.0308249 0.025365 0.00545994 0.0241153 0.0230674 0.0219104 0.0204703 0.0182026 0.0166157 0.0151255 0.0136275 0.00713772 0.00597255 0.00261713 0.00335542 0.00235361 0.00376106 0.00248128 0.00648977 0.0051288 0.00226772 0.00247007 0.00265873
internal_count=3121 2630 2556 2402 2056 346 1961 1733 1716 1695 1395 1325 1284 1260 617 586 87 499 239 294 258 643 592 300 123 469
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=16
num_cat=0
split_feature=52 376 1 12 147 11 43 1 52 52 51 43 0 1 2
split_gain=0.000103503 0.000147105 0.000184064 0.000252876 0.00013644 0.000139041 0.00021705 0.000284641 0.000228295 0.00023147 0.000131098 0.000135051 0.000149499 0.000211719 0.000193699
threshold=-0.40306999999999998 0.088470000000000007 0.13686500000000004 0.11650500000000001 0.089025000000000007 0.081005000000000008 -0.084004999999999982 1.0000000180025095e-35 -0.088204999999999992 -0.078224999999999975 0.092235000000000011 -0.00067499999999999993 -0.15202999999999997 0.095285000000000022 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 -10 11 -11 14 -14 -13
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 -12 12 13 -15 -16
leaf_value=-0.0014304645264886136 -8.0306643136857992e-05 0.0017753472046676206 0.0015949877297546388 -0.0022983205161314513 0.0015758821910025727 -0.0016501479088657652 -0.0024350743989492028 0.0027055146755310317 0.0019055816594876788 -0.00219172909131371 0.0011681484955468476 0.00010592410431117646 -0.00060455371526113805 0.0019040645674751405 -0.0025841893646975657
leaf_weight=0.0010547031340573656 0.0019834663065284317 0.0010255150596325249 0.0013789457055680401 0.0011238290589596902 0.001080522273146479 0.0011983505005495063 0.0010134147648732999 0.0013165070340597218 0.0010807928877527573 0.0010160506786745949 0.0010024530110722407 0.0011517623787362652 0.0019791429384045933 0.0011461897772679919 0.0011581568519289931
leaf_count=324 362 62 138 105 97 87 159 191 77 810 168 64 372 76 29
internal_value=0 6.5179e-05 -3.43017e-05 -0.000172555 -1.46235e-05 -0.000136975 4.16194e-06 0.00103108 -0.000350763 -0.000103266 -0.000394549 -0.000637373 -0.000346806 0.000315461 -0.00124286
internal_weight=0 0.0186551 0.0176296 0.0162506 0.0151268 0.0140463 0.0128479 0.00329997 0.00954796 0.00853455 0.00745376 0.0064513 0.00543525 0.00312533 0.00230992
internal_count=3121 2797 2735 2597 2492 2395 2308 553 1755 1596 1519 1351 541 448 93
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=24
num_cat=0
split_feature=1456 1213 1374 453 0 38 124 133 483 3 160 151 151 49 160 15 1 0 2 13 0 2 43
split_gain=0.000457842 0.000501332 0.000395079 0.00039844 0.000850931 0.000374562 0.000462625 0.000432286 0.000449918 0.000323956 0.00023568 0.000276292 0.00036335 0.000394167 0.000582206 0.000293265 0.000389105 0.000388169 0.000361872 0.000255163 0.000308744 0.000284857 0.000126534
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.084835000000000008 -0.043384999999999993 0.10622000000000002 0.0015150000000000003 0.16158000000000003 -0.22361499999999998 -0.090369999999999992 -0.055494999999999996 0.094245000000000009 0.088020000000000015 -0.11713499999999999 0.111945 -0.10607499999999999 0.079055000000000014 -0.084034999999999985 -0.057069999999999989 0.087015000000000023 -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
left_child=-1 -2 -3 4 -4 6 22 8 9 10 -8 -12 -13 14 15 16 -14 18 -17 -19 -21 -22 -6
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 11 12 13 -15 -16 17 -18 19 -20 20 21 -23 -24
leaf_value=-0.00091910012434219448 -0.00092923969419455145 -0.00078294590964386312 0.00099693864098530905 -0.00084371494011263842 0.00021770976479725725 -0.0007699011966003711 -0.00071075218362327873 -0.00096827608534191811 -0.00093651632045683791 0.00054592310496267302 -0.00072394794960333592 0.0006154736628749683 -0.00099587313547399637 0.00064817462064332412 -0.00099494214482021177 0.0011188070934411609 -1.6610548458618465e-05 0.0003556224995150213 1.62201986515669e-05 -0.00069434700927442736 0.00039472635250363249 -0.00035591496155626423 0.00088833842886678954
leaf_weight=0.0014705937093034685 0.0014296841929999351 0.0015152564103004798 0.0013511142390392151 0.0011784392554357028 0.0010159914722408514 0.0014235317518700432 0.0010159943607230817 0.0010276406950636688 0.0010432258631825056 0.0016264868336754992 0.0010201799128853875 0.0015623911576971841 0.0012184498804722515 0.0012792211009476926 0.0012866180575228378 0.0010935244536085433 0.0018528037267447894 0.0018530960236783287 0.0010638434058600765 0.0017178704595946972 0.0017276814624072427 0.0019489585635135143 0.0010227386266373198
leaf_count=288 461 55 50 75 76 54 165 324 240 80 73 107 42 125 92 12 54 99 41 302 42 126 138
internal_value=0 -0.00015065 -0.000113353 -7.75387e-05 -4.42846e-05 -9.88117e-05 -5.96219e-05 -0.000115638 -7.45214e-05 -3.01512e-05 -8.04165e-05 -4.40801e-05 -2.30889e-06 -6.64768e-05 -0.000132902 -4.40034e-05 -0.000405111 7.39184e-05 0.000575098 -7.52659e-05 -0.000223283 -3.18283e-06 0.000554134
internal_weight=0 0.0312747 0.0298451 0.0283298 0.0271514 0.0258002 0.0243767 0.022338 0.0213103 0.0202671 0.0186406 0.0176246 0.0166045 0.0150421 0.0137628 0.0124762 0.00307125 0.00940497 0.00215737 0.00724761 0.00539451 0.00367664 0.00203873
internal_count=3121 2833 2372 2317 2242 2192 2138 1924 1600 1360 1280 1115 1042 935 810 718 96 622 53 569 470 168 214
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=27
num_cat=0
split_feature=1213 1429 1374 1375 13 13 484 160 1 12 148 4 4 0 4 15 16 49 48 3 11 12 0 52 43 15
split_gain=0.000519577 0.000499296 0.000428376 0.00051993 0.000393627 0.000702594 0.000390015 0.00038425 0.000371783 0.000473168 0.000542717 0.000448086 0.000537959 0.000415375 0.000382839 0.000366017 0.000422893 0.000290053 0.000415739 0.000376525 0.000220645 0.000203594 0.000186588 0.000173128 8.0564e-05 4.94562e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.082349999999999993 -0.53104499999999988 -0.47860499999999995 -0.0068949999999999992 -0.40698999999999991 0.12811000000000003 0.092355000000000007 -0.082084999999999977 0.27834500000000006 -0.0016099999999999997 -0.050684999999999994 0.24564500000000003 -0.10653 -0.070454999999999976 -0.087004999999999985 0.083985000000000018 -0.13927999999999999 0.08740500000000001 0.099100000000000008 -0.019414999999999998 -0.0064899999999999992 -0.079109999999999986 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 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 -7 -8 9 10 -9 12 17 -10 21 -14 -17 -12 19 -19 -16 -11 -15 -21 -25 -18
right_child=1 2 3 4 5 6 7 8 13 14 11 -13 15 22 20 16 25 18 -20 23 -22 -23 -24 24 -26 -27
leaf_value=-0.00078954938136748128 -0.00088758391405709678 -0.00063313788909555714 0.00098340160241815015 -0.00069266089511934464 0.00092427567113740196 -0.00054700061583299686 -0.00065886646435978232 -0.00068271953728630565 0.00093646628839337293 -0.00026733707324615906 -0.00025546113174240443 0.00083246612655921127 0.0004404957666632342 -0.00033074123161269133 0.00044411164553010275 -0.0011373372426809344 -0.00031915388806381701 -0.00024929423575019725 0.0010613317123025032 6.9915921207058969e-05 -0.00039861250986330545 -0.0010509798688061913 0.00037958296515921324 0.0004928720177413919 0.00099076934205948107 7.3565953762457336e-05
leaf_weight=0.0014746904402165298 0.0010444194622910566 0.0015710368951218348 0.0010554142365360444 0.0012212125029957823 0.0015920851889190671 0.0019447250848195754 0.0012121662864418284 0.0012898222216790609 0.0017927295434275736 0.0010038220481184404 0.0012311314283834926 0.0017687812979083626 0.0010237366307563889 0.0010096847724880842 0.0011552110010271122 0.0010865493767155954 0.0011855896494545881 0.0016689692035924894 0.001465257212175608 0.0010272458787580208 0.0010174211024605029 0.0013585237429477592 0.0017774325544581684 0.0012270763447306265 0.0010501374651008524 0.001055382632117137
leaf_count=491 154 55 56 35 49 427 199 53 91 217 70 105 64 29 27 63 50 41 114 136 16 195 56 52 234 42
internal_value=0 1.05878e-05 3.91951e-05 7.30278e-05 4.11753e-05 7.2138e-05 2.25363e-05 6.61309e-05 0.000102454 2.34137e-05 0.000135806 0.000212366 0.000121124 0.000440969 -0.000350311 -0.000249483 -0.000461761 0.000331378 0.000443587 0.000261589 4.94727e-05 -0.00071799 0.000122255 0.000519618 0.000722477 -0.000134203
internal_weight=0 0.0338356 0.0327911 0.0312201 0.0301647 0.0289435 0.0273514 0.0254067 0.0241945 0.0196147 0.0150797 0.0137899 0.0120211 0.00457985 0.00453498 0.00435126 0.00332752 0.00766982 0.00643869 0.00497343 0.00217263 0.00236235 0.00278712 0.00330446 0.00227721 0.00224097
internal_count=3121 2630 2476 2421 2365 2330 2281 1854 1655 1479 1024 971 866 176 455 219 155 647 577 463 43 412 85 422 286 92
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=17
num_cat=0
split_feature=4 11 0 16 47 52 0 0 13 16 16 0 4 151 12 151
split_gain=0.000107903 0.000142283 0.000147436 0.000151214 0.000409743 0.000250975 0.000181343 0.00036521 0.000145656 0.000281893 0.000141317 0.000196522 0.000348196 0.000114802 0.000183059 4.15027e-05
threshold=0.27287000000000006 1.0000000180025095e-35 0.18019500000000002 0.26799500000000004 0.13082500000000002 0.15116000000000002 -0.076234999999999983 -0.099059999999999995 -0.076599999999999988 0.064860000000000015 -0.014754999999999999 -0.11756999999999999 0.033845000000000007 -0.072119999999999976 0.09320500000000001 -0.0083949999999999979
decision_type=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 10 -8 -10 11 12 15 -2 -15 -1
right_child=13 -3 -4 4 -6 -7 8 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00018459524606149265 -0.0007784573737875237 -0.0022002746488097203 0.0017234273553949375 -0.0041276499511332231 0.00085930210007659127 -0.0023178942149888276 0.0029367408764876231 -0.0031358282651545834 0.0025359898145593529 -0.0014796397218616298 0.0020384663766599702 0.0016549184151181734 -0.0030477608059054878 0.0027862336923970272 -4.0843240266567094e-05 0.0014040423145677628
leaf_weight=0.0010110590985341616 0.0010359136019113535 0.0010569618905478242 0.0012610119075446855 0.0010251299937975031 0.001005779522188277 0.0012972381630233379 0.0011528783612753113 0.001121613352115601 0.0010584258770424118 0.0010969654945416352 0.0011792983558596157 0.0013785744129788391 0.0013250052154871739 0.0014209760141192232 0.00140223742287926 0.0010158745086803478
leaf_count=49 75 187 23 248 14 335 98 1190 263 69 93 89 67 220 57 44
internal_value=0 -0.000232079 -9.27307e-05 -0.000260292 -0.00165793 -1.63717e-05 0.000272382 -0.000231874 0.00134413 0.000492274 0.000319263 -0.000109328 -0.000834921 0.00080212 0.00138208 0.000611611
internal_weight=0 0.0159858 0.0149289 0.0136678 0.00203091 0.0116369 0.0103397 0.00703142 0.00330827 0.00215539 0.00590981 0.00473051 0.00335194 0.00385913 0.00282321 0.00202693
internal_count=3121 2769 2582 2559 262 2297 1962 1532 430 332 342 249 160 352 277 93
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=27
num_cat=0
split_feature=1213 1374 1374 150 3 484 13 13 160 1 12 49 474 52 13 2 3 15 15 151 42 12 4 2 48 1
split_gain=0.000512077 0.000499087 0.000500244 0.000570024 0.000755546 0.000606084 0.00047363 0.000604066 0.000427244 0.000418343 0.000536021 0.000840378 0.000543735 0.000566847 0.000509293 0.000446588 0.000413017 0.000384959 0.000381089 0.00035167 0.000339808 0.000320792 0.000270954 0.000230312 0.000217516 0.000133538
threshold=-0.080769999999999995 0.093235000000000012 -0.094929999999999987 0.081835000000000019 0.090900000000000009 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 -0.40698999999999991 0.12811000000000003 0.092355000000000007 -0.006494999999999999 0.084855000000000014 0.10744000000000002 -0.083894999999999983 0.11215000000000001 0.0022600000000000003 -0.053579999999999996 -0.03241999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10645 -0.059649999999999988 0.084655000000000022 0.086260000000000017 0.11146500000000002
decision_type=2 2 2 2 2 2 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 5 18 -4 -7 -8 -9 10 11 -10 13 14 23 16 20 -11 19 24 -16 -12 -22 -13 -5 -23
right_child=1 -3 3 4 -6 6 7 8 9 17 21 12 -14 -15 15 -17 -18 -19 -20 -21 22 25 -24 -25 -26 -27
leaf_value=-0.00096626299691141037 -0.00073721894403751221 -0.00094104038373194311 -0.00078174550349084334 0.0011353567368874451 0.00121622467357525 -0.00083839651991133776 0.00093159523246867974 -0.00083832805777774889 -0.00082752227413440118 0.0010850839859538363 -0.00092758227534140173 0.00013854111601131164 0.0010665643656008876 0.00094506167691862486 -0.00088077732152678351 -0.00097224126358036651 0.00066643844663463942 0.00013970458290756707 -0.00044628027088079671 -0.00020308824682055979 0.00040850358057936741 -0.00050064325031606936 -0.00040235164282485553 0.0010515772214248252 0.00027257530684657657 0.00016725059717997371
leaf_weight=0.0010522505975035226 0.0015130564279210992 0.0010185690616335554 0.0018340583585422223 0.0011619988665545478 0.0017128657935447933 0.0011107027409416005 0.0014677848539523764 0.0010371983380719199 0.0015802191760077031 0.0013156271470512459 0.0016554721326281765 0.0010449109639001329 0.0013277618105500552 0.0013926929104135519 0.0011111704064610279 0.0011266095913953222 0.0012603399216573052 0.0021199038967516506 0.0014080521497001888 0.0011752810033541783 0.0015562993982181084 0.0010265408582926794 0.0015505782474623062 0.0010379439516148281 0.0010469348565234071 0.0012527596540365948
leaf_count=325 55 49 454 63 73 29 38 203 100 117 381 59 96 62 285 46 42 36 97 27 82 133 86 91 72 20
internal_value=0 5.8014e-06 3.43121e-05 7.04382e-05 0.000433628 -2.1105e-05 3.70843e-05 7.96143e-05 2.11677e-05 6.49555e-05 -2.37134e-05 0.000110766 0.000240733 0.000131958 1.61449e-06 -0.000185044 -2.31598e-05 0.000501735 0.00015391 0.000403629 -0.00022921 -0.000467624 3.82254e-06 0.000593532 0.000726437 -0.000133552
internal_weight=0 0.0348453 0.0338268 0.0323137 0.00650513 0.0258086 0.0239745 0.0228638 0.021396 0.0203588 0.0169233 0.0129885 0.0114083 0.0100805 0.00868785 0.006605 0.00547839 0.00343553 0.00479227 0.00338421 0.00421805 0.00393477 0.00310688 0.00208285 0.00220893 0.0022793
internal_count=3121 2796 2747 2692 332 2360 1906 1877 1839 1636 1483 949 849 753 691 541 495 153 259 162 453 534 168 150 135 153
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=15
num_cat=0
split_feature=50 15 15 156 49 12 2 13 0 12 16 2 48 12
split_gain=0.000103486 0.000173167 0.000159491 0.000146086 0.00017425 0.000240442 0.000219911 0.000217152 0.000164232 0.000180703 0.000227879 0.000189057 0.000164812 8.7589e-06
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.088775000000000007 0.0093850000000000027 0.090455000000000021 0.10327000000000001 -0.084154999999999994 -0.12333499999999999 0.051320000000000005 0.23311500000000004 -1.0000000180025095e-35 0.086260000000000017 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 8 7 -7 12 10 11 -10 -4 -1
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0018991023877322772 -0.0015694391711950568 -0.0017150317123161862 0.001538232701804472 -0.0018017596402706271 0.0022551443549597584 0.003379669527378368 -0.00098464707678442643 0.00055539828474519804 0.00046737737425152348 -0.0028393142615364656 0.0015626687288290177 -0.0023758318498096637 -0.00083519446986301464 0.0011945371392402481
leaf_weight=0.0010061054925390158 0.001167729373393849 0.0015953109623870155 0.0017972449456189477 0.0011114095520803067 0.0010912071412256539 0.0013746671883045347 0.0010987270501883195 0.0017765831575570776 0.0010653523989156977 0.0012557899749892493 0.001087520792385277 0.0017750563301006696 0.0015522347666827585 0.001003068053477385
leaf_count=187 333 214 137 255 305 65 142 452 75 727 30 96 67 36
internal_value=0 6.80303e-05 -0.000111223 5.95105e-05 0.000208608 3.39098e-05 0.00107078 0.00178743 -0.000482503 -0.0010775 -0.000514235 -0.00130943 0.000438326 0.00154735
internal_weight=0 0.0185903 0.0165811 0.0149858 0.0138744 0.0127832 0.00424998 0.00315125 0.0085332 0.00518372 0.00392793 0.00284041 0.00334948 0.00200917
internal_count=3121 2788 2565 2351 2096 1791 659 517 1132 928 201 171 204 223
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=15
num_cat=0
split_feature=14 124 484 40 48 0 1 0 12 13 15 457 52 43
split_gain=0.000104797 0.000125121 0.00016421 0.000124381 0.000206732 0.000262487 0.000201 0.000195973 0.00027414 0.00019796 0.000276133 0.000157862 0.000130258 0.00010224
threshold=0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 -0.063404999999999989 0.12737000000000001 -0.10607499999999999 0.111945 -0.074479999999999977 0.084100000000000022 0.10935500000000002 -0.03241999999999999 0.080930000000000016 -0.0064899999999999992 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 11 8 -7 10 -9 12 -5 -12
right_child=-2 2 3 4 -6 7 -8 9 -10 -11 13 -13 -14 -15
leaf_value=0.0015044295389553873 -0.0016642781578132247 -0.0019704784102814741 -0.0015910130203558187 -0.0013629880091877546 -0.0021015510490485687 0.00032847763186750648 0.0030526756770002396 0.001713977494672055 -0.0034934731889166475 0.0016605509459599918 -0.00052759095135737827 0.0023517134983024567 0.00097540579411699692 -0.0026246013739943466
leaf_weight=0.0015771192566609296 0.0010517681638537715 0.0011986195636321589 0.0011754855907907804 0.0011564656866398515 0.0010210102771296423 0.0010580224209557603 0.0013903348001915727 0.0012279349649940152 0.0010792238545844351 0.0019816702238752981 0.0017568866584686312 0.0011568266590842313 0.0016395433014912949 0.0010619071983621886
leaf_count=252 101 467 103 48 55 138 93 205 1083 68 320 48 97 43
internal_value=0 6.71631e-05 -6.69324e-05 7.8345e-05 0.000213399 0.000388365 0.00130779 -0.000213258 -0.00160145 0.000278899 -0.000397691 0.000694058 8.2157e-06 -0.00131759
internal_weight=0 0.0184811 0.0169039 0.0157053 0.0145298 0.0135088 0.00534317 0.00816565 0.00213725 0.0060284 0.00404673 0.00395284 0.00279601 0.00281879
internal_count=3121 3020 2768 2301 2198 2143 286 1857 1221 636 568 193 145 363
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=14
num_cat=0
split_feature=52 1 376 12 147 52 12 159 0 13 0 151 4
split_gain=0.000103675 0.000128344 0.000136003 0.000214583 0.000132295 0.000124147 0.000146576 0.000159428 0.000165771 0.000151141 0.000131996 0.000147796 6.12406e-05
threshold=-0.40306999999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 0.089025000000000007 0.11434500000000002 0.095110000000000014 0.091530000000000014 -0.076234999999999983 0.10820000000000002 -0.13027499999999997 -0.0083949999999999979 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -10 11 -2 -13
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.0016261828822926648 -0.0010766202132125463 0.0014390912326186745 0.0015854531843535605 -0.0024444313770982345 0.0017235169168265609 -0.0014602802698074715 0.001377930218940272 -0.0022092850162727089 0.0024463487877164807 -0.0002904482374043534 -0.001583085044959523 -9.5985158301082539e-05 0.0015570553752459193
leaf_weight=0.0010445572772770076 0.0018158761599202933 0.0016952215231224302 0.0012520051307179916 0.0010900162894695595 0.001080164605545165 0.0017921464829040177 0.0018278300556531799 0.0010053756740706016 0.0012299354482845342 0.0010019102693163973 0.0019237719431305783 0.0010401488723230674 0.0014940591892189659
leaf_count=324 87 162 140 105 95 406 314 170 159 25 1007 57 70
internal_value=0 6.82824e-05 -7.21025e-05 -0.00020773 -3.61725e-05 -0.000180925 2.12807e-05 -0.000239439 -6.60281e-06 0.00121776 -0.000442154 6.24092e-05 0.000878576
internal_weight=0 0.0182485 0.0165532 0.0153012 0.0142112 0.0131311 0.0113389 0.00951108 0.0085057 0.00223185 0.00627386 0.00435008 0.00253421
internal_count=3121 2797 2635 2495 2390 2295 1889 1575 1405 184 1221 214 127
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=14
num_cat=0
split_feature=42 40 48 50 2 12 151 457 4 43 16 16 4
split_gain=9.88012e-05 0.000162403 0.000211371 0.000203513 0.000171589 0.000147027 0.000126934 0.000200287 0.000146695 0.00035876 0.000162983 0.000114745 6.84091e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 0.12649500000000002 0.07826000000000001 0.11548000000000001 1.0000000180025095e-35 -0.083274999999999988 0.087855000000000003 0.053180000000000012 -0.084004999999999982 -0.25582999999999995 -0.0057949999999999989 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 -1 -3 8 9 -8 12 -11 -10
right_child=1 2 -4 -5 -6 -7 7 -9 10 11 -12 -13 -14
leaf_value=3.9794782317604834e-05 0.0017541030105459572 -0.001427997005765617 -0.0022572299191277062 -0.0022061963002493702 0.0020055422660817598 -0.0025580968321506103 0.0014747421045443986 0.002455682303326464 -0.0011393351554966071 -0.0027287588631438237 0.002159890118100069 -0.00065081016110172065 0.0008399528331977721
leaf_weight=0.0016322957388354977 0.0016530098735992307 0.0014148254172028927 0.001176881065369729 0.0010078490068866916 0.0015914783657529083 0.0010669687518873455 0.0016281601376362852 0.0011435123455854077 0.0010429630016579594 0.0015472280117490187 0.0015885831605083334 0.0016020173584607514 0.0010259159430626719
leaf_count=127 265 164 64 391 197 735 142 50 70 442 99 325 50
internal_value=0 0.000136408 -4.46459e-05 0.000146926 0.000335377 -0.000987103 9.35881e-05 0.000318342 2.85833e-05 -0.000599385 0.00084884 -0.00167171 -0.000157846
internal_weight=0 0.0164224 0.0147694 0.0135925 0.0125847 0.00269926 0.0109932 0.00957838 0.00843487 0.00477741 0.00365746 0.00314925 0.00206888
internal_count=3121 2259 1994 1930 1539 862 1342 1178 1128 909 219 767 120
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=26
num_cat=0
split_feature=1213 1374 1429 133 160 38 3 1374 14 150 484 42 453 4 43 16 3 133 3 12 4 0 0 0 457
split_gain=0.000506938 0.000517594 0.000556214 0.000575414 0.00051903 0.000432862 0.000511024 0.00052612 0.00039044 0.000522 0.00064446 0.000459801 0.000505926 0.00046974 0.00053269 0.000854999 0.000492221 0.000400129 0.000306546 0.000397098 0.000301213 0.000424399 0.000265459 0.000110952 9.4464e-05
threshold=-0.080769999999999995 -0.094929999999999987 -1.0000000180025095e-35 0.10622000000000002 -0.40698999999999991 0.084835000000000008 0.16158000000000003 0.084595000000000017 0.076975000000000002 0.094365000000000018 -0.0068949999999999992 -0.11466499999999999 1.0000000180025095e-35 0.40473500000000007 -0.072864999999999985 0.22339500000000004 0.086245000000000016 0.085195000000000007 -0.075944999999999985 0.092465000000000006 -0.093124999999999986 -0.10151999999999999 -0.059114999999999994 -0.11173999999999999 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
left_child=-1 -2 -3 4 -4 6 7 8 9 10 -6 -12 13 14 17 16 20 18 19 22 -16 -22 -13 -8 -11
right_child=1 2 3 -5 5 -7 23 -9 -10 24 11 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0010011605462777315 -0.00078143929878941322 -0.00095673708578165645 -0.00080122321410875817 -0.0007745745379138326 -0.0007548019966081269 -0.00065483081449490567 0.00050999983972723785 -0.00084992588921558102 -0.00054107393251796951 0.00058904820673602826 -0.00043574968924307503 0.00040845904758252355 -0.0006776909132168228 0.0010710171221064609 0.00050008488354548334 -0.0010182112900771435 0.00074272142736851927 -0.00020563197126306407 0.0012891299395801372 -0.0001134023831736686 9.4608964880314589e-05 -0.0010125848452105935 0.0013874986239402747 0.0011258911267267627 0.0011935196852678716
leaf_weight=0.0010382828775079558 0.0015994071641500787 0.0010808944559913538 0.0011769873084499496 0.00151176953435772 0.0014521447262816614 0.0012525587706777577 0.0011330809161931299 0.0010420201485544225 0.0014161283889171363 0.0010009689904695298 0.00189581309552067 0.0011498705137071852 0.0010062824149956731 0.0017235346484342764 0.0014497869559377706 0.0012947438571644376 0.0025750496914724863 0.0010375470412538057 0.0015839104417825168 0.0012511434705260172 0.0020456713304652816 0.0010787264675522767 0.001110820915300792 0.0012606623357900295 0.0011149050681282802
leaf_count=325 55 154 185 404 332 52 65 73 60 81 89 74 52 136 21 98 30 154 53 54 71 381 16 67 39
internal_value=0 1.1894e-05 5.07625e-05 8.52638e-05 0.000128518 0.000166415 0.000203654 0.000143813 0.000186625 0.00023188 0.000162665 0.000232045 0.000305195 0.00036587 0.000282498 4.97959e-05 0.000243215 0.000602868 0.000767488 0.000532216 -3.79842e-05 -0.00028766 0.000889523 0.000834358 0.000907559
internal_weight=0 0.0342444 0.032645 0.0315641 0.0300524 0.0288754 0.0276228 0.0252291 0.024187 0.0227709 0.020655 0.0192029 0.0173071 0.0163008 0.0145773 0.00844398 0.00714923 0.00613329 0.00509575 0.00351183 0.00457418 0.0031244 0.00226069 0.00239374 0.00211587
internal_count=3121 2796 2741 2587 2183 1998 1946 1814 1741 1681 1561 1229 1140 1088 952 601 503 351 197 144 473 452 90 132 120
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=16
num_cat=0
split_feature=38 3 12 133 3 41 3 15 15 47 52 0 13 43 457
split_gain=0.000107248 0.000183469 0.000136435 0.00018643 0.000244223 0.000136837 0.000179648 0.000173063 0.000357444 0.000276377 0.000155336 0.000122506 0.000215023 9.82832e-05 8.06013e-05
threshold=1.0000000180025095e-35 0.16158000000000003 -0.069644999999999985 0.084415000000000018 -0.20241999999999996 0.07831500000000001 -0.074084999999999998 0.013270000000000002 -0.016799999999999995 0.092710000000000015 -1.0000000180025095e-35 -0.060129999999999996 -0.084034999999999985 -0.072534999999999988 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 11 8 9 10 14 12 -6 -13 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.0015174350652574953 -0.0016445073102169668 0.0018458351672334711 0.002013492629759485 -0.0023533424610894848 0.0014070590175497106 -0.0020484633163919356 -0.0018970645505364029 -0.0025262235375855496 0.0018037524609364874 -0.0027767286175286272 0.0014881108986026293 0.0026360369881716734 -0.0018189132145068016 0.00053540401540804546 6.1748619104398043e-05
leaf_weight=0.0012980644925864983 0.0010122677549486694 0.0014119855931447036 0.0013476096017210866 0.0010014534334657757 0.0010924704956172954 0.0010570061649712867 0.0011010954133841011 0.001065700344296705 0.0016015041398835875 0.0015492123401970592 0.0010414456463834765 0.0010731325249206947 0.0010811508906038991 0.0012898206243483479 0.0011087890189784844
leaf_count=244 63 140 128 844 300 92 70 166 86 95 110 57 652 45 29
internal_value=0 7.07293e-05 -7.928e-05 -0.000213776 -6.50716e-05 -0.000279529 -0.00012377 -0.000612744 -0.000294222 -0.000994125 -0.00014474 0.00068114 -0.000197527 0.0014894 -0.000914248
internal_weight=0 0.0181204 0.0167085 0.0154104 0.0144089 0.0130613 0.0120043 0.00746775 0.00640205 0.00480054 0.00325133 0.00453657 0.00217362 0.00236295 0.00220988
internal_count=3121 3058 2918 2674 1830 1702 1610 556 390 304 209 1054 952 102 99
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=17
num_cat=0
split_feature=1 4 2 47 42 15 14 2 1 1 15 2 160 4 16 12
split_gain=0.000104194 0.000224206 0.000138407 0.000148294 0.00019471 0.000167429 0.000193556 0.000181323 0.000296277 0.000229137 0.000142619 0.000225662 0.000172549 0.000131563 0.00011732 3.97447e-05
threshold=0.077565000000000009 -0.083854999999999985 0.13754500000000003 0.13148500000000005 0.097315000000000026 0.024640000000000006 -0.22253999999999999 0.098035000000000011 0.11061500000000002 0.086560000000000012 -0.10653 -1.0000000180025095e-35 0.032695000000000009 -0.49405499999999997 -0.004174999999999999 0.091475000000000015
decision_type=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 9 -9 -8 -11 -12 -13 -1 -3 -15
right_child=2 14 -4 -5 -6 -7 7 8 -10 10 11 12 -14 15 -16 -17
leaf_value=-0.0012650639104758972 -0.0017659159356792045 -0.0032753209102922417 0.0020889490829930331 -0.0018899110906482918 0.0025358531281395725 -0.0020717763491230083 0.0024363790181340756 0.0038675016109554266 -0.00010954092744998923 0.0010211932003268327 0.00088505720215090601 -0.003783501159416296 -0.00060433383416960956 0.0018302599181496603 -0.00067870518189693137 0.00029574767289038546
leaf_weight=0.0011368823387711835 0.0012493175895661466 0.0011459122594225648 0.0011420351152557498 0.0010860008861968149 0.0010486811043325947 0.0010533349952597257 0.0010135395890635834 0.0011635002229455349 0.0011454430901918222 0.001371446813372622 0.0011308011294686214 0.0010492982706708977 0.0010549622751283572 0.0010679828871995442 0.0010076576662716172 0.0010138333328721938
leaf_count=35 76 925 160 39 166 300 80 175 89 88 83 180 49 248 358 70
internal_value=0 -0.000673987 0.000239966 6.92113e-05 0.000257824 2.43395e-05 0.000264897 0.000584879 0.00189453 4.68202e-05 -0.000478939 -0.00111489 -0.00218964 0.000253611 -0.00206036 0.00108296
internal_weight=0 0.00537227 0.0135084 0.0123663 0.0112803 0.0102316 0.00917831 0.00792899 0.00230894 0.00562005 0.00460651 0.00323506 0.00210426 0.0032187 0.00215357 0.00208182
internal_count=3121 1636 1485 1325 1286 1120 820 744 264 480 400 312 229 353 1283 318
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=14
num_cat=0
split_feature=14 157 14 15 15 0 42 43 16 15 13 3 0
split_gain=0.000109837 0.000120228 0.00014629 0.000192204 0.000144074 0.000201277 0.000184431 0.000206773 0.000229361 0.000165535 0.000240332 0.000176599 0.000213075
threshold=0.076175000000000007 -0.073574999999999988 -0.10708499999999999 -0.14809499999999998 -0.095869999999999983 -0.11756999999999999 -0.088934999999999986 -0.15582499999999996 0.22339500000000004 -0.074054999999999996 -0.117405 -0.083924999999999986 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8 9 -9 -11 -12 -13
right_child=-2 2 3 4 6 -7 7 8 -10 10 11 12 -14
leaf_value=0.0014160292957123757 -0.0017192540926725531 -0.0017744330739122361 0.0022985612037947196 -0.0028219938606091786 -0.0016936094709694167 0.00037515183918073879 0.0022695328459435898 0.0020590929546511279 -0.0017300982077948729 0.0019956506849708282 0.00064353598905974262 0.00013048201455190633 -0.0032172174149842619
leaf_weight=0.0017314490931678575 0.0010207205511181252 0.0013072048897564406 0.0010404976182934152 0.0011885078732234433 0.0013395605322542034 0.0010609440555450463 0.0014604973243201877 0.0015399178642971642 0.0015907582212977833 0.001375321071940939 0.0017987536863251089 0.0010365446717983682 0.0011326717703530505
leaf_count=398 101 102 228 80 292 152 89 253 267 68 365 53 673
internal_value=0 8.10094e-05 -6.46332e-05 8.88317e-05 -8.11851e-05 -0.00131407 0.000164807 0.000415396 9.58333e-05 0.000517819 7.36292e-05 -0.000592554 -0.00161754
internal_weight=0 0.0176026 0.0158712 0.014564 0.0135235 0.00224945 0.011274 0.00993446 0.00847397 0.00688321 0.00534329 0.00396797 0.00216922
internal_count=3121 3020 2622 2520 2292 232 2060 1768 1679 1412 1159 1091 726
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=15
num_cat=0
split_feature=1 159 4 52 133 52 4 160 12 4 15 0 16 2
split_gain=0.000109247 0.000131094 0.00013056 0.000229704 0.000264241 0.000126965 0.000122358 0.000121382 0.000188297 0.000161334 0.000245234 0.000267579 7.94708e-05 5.93006e-05
threshold=0.094385000000000011 0.076905000000000015 -0.0016099999999999997 -0.088204999999999992 0.084990000000000024 0.084960000000000022 0.053925000000000008 -1.0000000180025095e-35 -0.029094999999999999 -0.013514999999999998 -0.11713499999999999 -0.14920999999999998 -0.07550999999999998 0.08839000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 13 -4 -2 -9 -10 -11 -12 -13 -5
right_child=1 -3 6 4 -6 -7 -8 8 9 10 11 12 -14 -15
leaf_value=-0.0018504729501977229 -0.0011191276739340441 0.0017479899247507197 -0.0022609570913131676 0.00094564682545181819 -0.0015290297056345377 2.5246554192404676e-05 -0.00016493661212247813 -0.0012429395700644212 -0.00096225047026231975 -0.00030744695110414706 9.4312162794494832e-05 0.0036730046080824265 0.0018832765867495781 0.0024864443781766792
leaf_weight=0.0011730797186367062 0.0013896325725546452 0.001154993302833641 0.0012791728035850686 0.001012965325978693 0.0011291356921095397 0.0015974532267303762 0.0010529556341742352 0.0012846196969833615 0.0010452477341345032 0.0018996069578385297 0.0012638313297905776 0.0010042414141206999 0.0010549821021621445 0.0010600294715638614
leaf_count=325 116 206 272 320 453 448 253 195 198 82 55 50 41 107
internal_value=0 0.000304226 -0.000400867 -4.40829e-05 0.000397422 0.000990054 -0.0013146 0.000117746 0.000345325 0.000670843 0.000997685 0.00174376 0.00275609 0.00173354
internal_weight=0 0.0100972 0.00830479 0.00597266 0.00479958 0.00367045 0.00233213 0.00894216 0.00755253 0.00626791 0.00522266 0.00332305 0.00205922 0.00207299
internal_count=3121 943 2178 1653 1328 875 525 737 621 426 228 146 91 427
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=25
num_cat=0
split_feature=1213 1456 453 1374 0 38 124 1 151 151 484 1 15 43 51 131 132 42 13 2 4 0 0 16
split_gain=0.000470065 0.000452072 0.000491768 0.00052295 0.000683417 0.000482156 0.000479678 0.000441046 0.000295624 0.000469688 0.000432452 0.000428702 0.000596506 0.00047886 0.00044192 0.00032314 0.00040147 0.000402711 0.000385306 0.0004423 0.000404114 0.000459148 0.000301224 0.000225473
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084835000000000008 -0.043384999999999993 0.096860000000000016 0.13340000000000005 0.061780000000000009 -1.0000000180025095e-35 0.12811000000000003 0.095175000000000023 0.24789500000000006 -0.025879999999999997 0.078765000000000016 0.079970000000000013 -1.0000000180025095e-35 0.17001000000000002 0.11237500000000002 -0.0016099999999999997 -0.10224499999999999 0.089620000000000019 -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
left_child=-1 -2 3 -3 -5 6 7 -6 9 10 -8 12 13 15 -13 16 17 -12 19 20 22 -22 23 -19
right_child=1 2 -4 4 5 -7 8 -9 -10 -11 11 14 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.00094520838348724826 -0.00084379522786175013 -0.00081120599507688001 -0.00094184172687784525 0.0011967715421096652 0.00013798470253794978 -0.00076777267824551878 -0.00080407702573974675 0.0015158144674673293 0.00087510612186367318 -0.00086991963463566501 -0.00069664420612474103 0.00018470264437971196 -0.0010311684705130453 -0.00085928282174379091 0.0013437304824354518 -0.00054940821434554395 0.0011094789779219777 0.0011781746689257316 -0.00059995188179742852 0.0011633829552008248 -0.0008376399065706889 0.00036196832161366886 -0.00013911754098265219 0.00039458713453616911
leaf_weight=0.0011912987473483841 0.001316543238623207 0.0013704414803825662 0.0010758117988916007 0.0013572699074462192 0.0010637448149708453 0.0014123892372239757 0.00115783088458321 0.0010713325388742034 0.0010171007939305801 0.0012313887166648376 0.0010662789373290819 0.0018291248780739622 0.0010944655718347915 0.0010442587067636131 0.0012880302973532478 0.0011851138519816127 0.0012069645007954941 0.0015376533895770051 0.0010183976595321545 0.0014094057336597743 0.0013793595956173021 0.0015644478907337412 0.0011844868495769489 0.0018693257129300256
leaf_count=491 258 55 75 50 44 54 315 170 31 54 245 36 188 119 118 194 56 78 21 80 33 74 62 220
internal_value=0 2.51895e-05 6.40572e-05 0.000102217 0.000148599 9.30944e-05 0.000143299 0.000829348 7.69703e-05 3.8436e-05 9.48278e-05 0.000150552 4.77693e-05 0.000129401 0.000663621 0.000206326 0.00027952 0.000188696 0.000283448 0.000384028 0.000238256 -0.000200124 0.000519323 0.000748239
internal_weight=0 0.0307512 0.0294346 0.0283588 0.0269884 0.0256311 0.0242187 0.00213508 0.0220836 0.0210665 0.0198351 0.0186773 0.0155602 0.0144657 0.00311716 0.0134214 0.0122363 0.0110294 0.00996308 0.00894468 0.00753527 0.00294381 0.00459147 0.00340698
internal_count=3121 2630 2372 2297 2242 2192 2138 214 1924 1893 1839 1524 1370 1182 154 1063 869 813 568 547 467 107 360 298
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=24
num_cat=0
split_feature=1213 1374 160 457 484 133 11 12 147 132 13 457 52 4 151 4 15 0 4 1 12 52 2
split_gain=0.000426065 0.000442237 0.000464645 0.00038345 0.000492354 0.000381477 0.000358592 0.00050396 0.000680369 0.000318129 0.000403847 0.000680755 0.000536867 0.00029956 0.000412818 0.000285247 0.000337349 0.000251853 0.000351303 0.000614801 0.000200993 0.000506863 0.000196243
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.088215000000000002 0.12757000000000002 0.099230000000000013 0.079970000000000013 -0.084034999999999985 0.078435000000000019 0.10611000000000001 -0.35136499999999998 -0.0077149999999999988 0.24564500000000003 -0.0040799999999999994 -0.22491999999999998 -0.097604999999999983 0.095285000000000022 0.10345000000000001 -0.070154999999999981 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
left_child=-1 -2 -3 4 -4 6 7 8 9 10 15 12 13 -12 -15 16 -6 -16 -19 -20 21 -21 -18
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 17 -17 22 18 19 20 -22 -23 -24
leaf_value=-0.00081688056717046378 -0.00076070302004317149 -0.00087496674712032397 -0.00066900796159606146 0.00075059709413140513 -0.00014229090968475815 -0.0006410008645011758 -0.00052312537263424393 0.0011029275191235142 -0.00080638107314392614 0.00081338458513138009 -0.00081235373483642601 0.0010880328277473668 0.00066593465475955937 -0.00083309377046236689 0.0006727679055879756 0.0011282708081163163 0.00024768321449543737 0.00064179368255629988 -0.0010453106306250563 -0.0007720884563563057 0.0005855539282351959 0.00049025813446498909 0.0010552550101612062
leaf_weight=0.001264151505539989 0.0013825008343317782 0.0010267567053231499 0.0017721767618723841 0.0015962811272904878 0.0018166302209623453 0.0013054673084844639 0.0015078660126843771 0.0011082697349436002 0.0014067162670414737 0.0015381091389974335 0.0014024346479217719 0.0010515568199163114 0.0015823618391481728 0.0013111064947679569 0.0010027405643313544 0.0010485276430947099 0.0011546148933376721 0.0010674359176352441 0.0013584461734287012 0.0012673003400516247 0.0010255783243628969 0.0012281768987933983 0.0012067207965458238
leaf_count=491 55 215 463 101 163 282 99 42 23 121 82 66 64 85 19 91 64 26 406 53 12 71 27
internal_value=0 1.29305e-05 5.00866e-05 8.43033e-05 4.36496e-05 9.54312e-05 0.000137077 0.000183215 0.000133417 0.000202772 0.000149177 1.05882e-05 -9.0162e-05 -0.000213974 -0.000112386 0.000475254 0.000311368 2.35801e-05 -8.58824e-05 -0.000245068 6.36704e-05 -0.000150811 0.000660379
internal_weight=0 0.0301678 0.0287853 0.0277585 0.0261622 0.0243901 0.0230846 0.0215767 0.0204685 0.0190617 0.0175236 0.0122971 0.0112456 0.00966322 0.00826078 0.00522649 0.00417797 0.00694968 0.00594694 0.0048795 0.00352106 0.00249548 0.00236134
internal_count=3121 2630 2575 2360 2259 1796 1514 1415 1373 1350 1229 884 818 754 672 345 254 587 568 542 136 124 91
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=14
num_cat=0
split_feature=1 42 51 42 43 47 151 52 13 0 12 16 151
split_gain=9.70763e-05 0.000145916 0.000146523 0.000260415 0.000230671 0.000103306 0.000111708 0.000135025 0.000102994 0.00014475 0.000183514 9.48479e-05 0.000123892
threshold=0.11323000000000001 0.092620000000000022 -0.076794999999999988 -1.0000000180025095e-35 -0.084004999999999982 0.13148500000000005 0.0033600000000000006 -0.013374999999999998 0.066795000000000007 -0.10151999999999999 0.090455000000000021 -0.071359999999999993 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -2 9 11 -11 12 -6
right_child=5 -3 3 4 8 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0015759570779995448 0.0030087276781227685 -0.0020584037354150746 -0.0023499911692687133 0.0024510853143711606 -0.0015842761561348415 -0.00070689098591862468 -0.00053859393465336401 0.00061717691588343972 0.0017358473698491892 -0.0028040693890772931 0.00020952581196068246 0.0019140826171115935 0.00080100250270715931
leaf_weight=0.0017285963245741451 0.0012315699615319531 0.0012740494037127579 0.0011222895896144678 0.0015281884170491051 0.0010271217223811746 0.0013661288357678103 0.0010085814843350249 0.0017771683146168551 0.0010088379692074767 0.0011842736265039767 0.0013129909929935346 0.0010522688654992524 0.0019351937438571998
leaf_count=400 162 474 714 257 53 52 34 218 60 456 91 46 104
internal_value=0 -0.000272955 -8.17962e-05 0.000172137 0.000484945 0.000611758 0.00106018 0.00159611 8.54296e-05 -0.000170259 -0.00121961 0.000482486 -2.60436e-05
internal_weight=0 0.0131738 0.0118998 0.0101712 0.00904888 0.00538345 0.00401732 0.00300874 0.00752069 0.00651185 0.00249726 0.00401458 0.00296232
internal_count=3121 2655 2181 1781 1067 466 414 380 810 750 547 203 157
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=15
num_cat=0
split_feature=1 4 16 2 48 151 457 1 4 4 15 2 13 43
split_gain=9.33681e-05 0.000234912 0.000274088 0.000121674 0.000113368 0.000232961 0.000214043 0.000131585 0.00016555 0.000164542 0.00015676 0.00014929 9.90636e-05 0.000148462
threshold=0.08592000000000001 -0.083854999999999985 -0.014034999999999997 0.13754500000000003 -0.032929999999999994 0.056735000000000001 0.045365000000000009 0.111945 0.26450500000000005 -0.0024449999999999997 -0.033689999999999991 0.10584500000000001 -0.13710499999999998 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -2 6 7 9 10 -6 -9 -11 -1 -14
right_child=3 2 -4 -5 5 -7 -8 8 -10 11 -12 -13 13 -15
leaf_value=-0.0011873153503192285 0.0015559535759846574 -0.0040820351199365845 -0.00018117952534415837 0.002137232752845543 0.00085780969106741126 -0.0027458595358191532 0.0026240180712561898 -0.0014635815359195137 0.0026452629839843981 -0.0029498004208820088 0.0014395225678932276 -5.3339868243558977e-05 -0.00040504741603392976 0.0024137984950281534
leaf_weight=0.0010392498975742015 0.0015827715880512025 0.001167048287144804 0.0013459223569817361 0.0011149360188037897 0.0011931411224088166 0.0010630217784042282 0.001084127638796728 0.0014392534742526664 0.0010119055254130815 0.0015409688456411415 0.0011702690149206774 0.0010304459025611834 0.0013340416287315193 0.0012614672373122754
leaf_count=41 104 839 519 160 478 66 88 104 141 123 32 39 126 261
internal_value=0 -0.000607887 -0.00199278 0.000282021 9.59413e-05 -0.000146462 0.000179769 -0.000179002 0.00062266 -0.000950185 -0.000161653 -0.0017891 0.000349586 0.000964966
internal_weight=0 0.00614773 0.00251297 0.0122308 0.0111159 0.00953313 0.00847011 0.00738598 0.00362143 0.00376456 0.00260952 0.00257141 0.00363476 0.00259551
internal_count=3121 1786 1358 1335 1175 1071 1005 917 277 640 136 162 428 387
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=25
num_cat=0
split_feature=1213 160 1374 133 13 484 132 0 3 0 15 43 4 4 52 0 0 16 12 52 151 52 0 1
split_gain=0.000487839 0.000462835 0.000357517 0.000376478 0.000401117 0.000433627 0.000401432 0.000311201 0.000425426 0.000307778 0.000276088 0.000508598 0.000369437 0.000382138 0.000783409 0.000338901 0.000262476 0.000347727 0.000201253 0.000196744 0.000192545 0.000291477 0.000121747 4.81283e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 0.10622000000000002 -0.23438999999999996 -0.0068949999999999992 0.079970000000000013 -0.10607499999999999 0.11924500000000002 -0.23091999999999999 -0.03241999999999999 -0.079109999999999986 -0.029144999999999997 -0.35136499999999998 0.091275000000000009 -0.096374999999999975 -0.11756999999999999 0.23311500000000004 0.12069000000000002 0.0060650000000000009 -0.085164999999999977 -1.0000000180025095e-35 -0.13843999999999998 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
left_child=-1 -2 -3 4 16 23 7 8 9 -7 11 -9 13 14 -12 -13 -4 -18 -17 -15 -11 -22 -23 -6
right_child=1 2 3 -5 5 6 -8 10 -10 20 12 15 -14 19 -16 18 17 -19 -20 -21 21 22 -24 -25
leaf_value=-0.00096688234543111412 -0.0009753448150930284 -0.00071434664531842124 3.8313149161402147e-05 -0.00071901454967651819 -0.00084743326055969478 0.0012563820880298166 0.00084149064861414186 -0.00071617392939114647 -0.00043715193001548508 0.00090493931996633967 -0.0012383799995035012 -0.00030031771971300011 -0.00087538624583251799 0.0008536005327116036 0.00053394494860487679 0.0010175838394960767 0.0014997788695975389 0.00029234801008463072 0.00016468223462005213 -5.7398906909112602e-05 -0.00041516074062267601 0.00088327286231323758 0.00019683113646632222 -0.00037049554564633636
leaf_weight=0.0012086498060746567 0.0010462143397494952 0.0013212034859755297 0.0011535186765359029 0.0012534811204850662 0.0010124738611621545 0.0010627285872146786 0.0017856090296792795 0.0011560673321810988 0.0014283562459880272 0.0011174485508962384 0.0014047752471029115 0.001058618275943668 0.0018611494984801732 0.0011265810165411727 0.001035661829774881 0.0019016888606773127 0.0012350694891876115 0.0010589500255520079 0.0010138740213317954 0.0011401307696647933 0.0013140663381361328 0.0010552323357506666 0.0014891806190355716 0.0010105112078733214
leaf_count=491 215 55 74 349 366 33 128 229 30 47 127 45 145 137 15 181 66 12 14 166 59 44 46 47
internal_value=0 3.49166e-05 7.13677e-05 0.000108877 0.000148154 7.43603e-05 0.000140363 7.50401e-05 0.000321633 0.000501112 -8.23562e-05 0.00018639 -0.000292264 -6.17043e-05 -0.000486249 0.000448941 0.000639908 0.000942413 0.000720991 0.000395378 0.000339806 0.000176138 0.000481516 -0.000609196
internal_weight=0 0.0300426 0.0289964 0.0276752 0.0264217 0.0229742 0.0209512 0.0191656 0.00746701 0.00603866 0.0116985 0.00513025 0.0065683 0.00470715 0.00244044 0.00397418 0.00344754 0.00229402 0.00291556 0.00226671 0.00497593 0.00385848 0.00254441 0.00202299
internal_count=3121 2630 2415 2360 2011 1859 1446 1318 259 229 1059 469 590 445 142 240 152 78 195 303 196 149 90 413
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=24
num_cat=0
split_feature=1213 1456 453 1374 0 38 124 1 133 3 474 475 3 160 16 0 4 2 16 3 0 15 16
split_gain=0.000495933 0.000476731 0.000480538 0.000504519 0.000796884 0.000393188 0.000629372 0.000503392 0.000489758 0.000515284 0.000245752 0.000607287 0.000264536 0.000230222 0.000224208 0.000450356 0.000392613 0.000241938 0.000556562 0.000189162 0.000241004 0.000176096 7.6316e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084835000000000008 -0.043384999999999993 0.096860000000000016 0.10622000000000002 0.16158000000000003 0.086870000000000017 -1.0000000180025095e-35 -0.20241999999999996 0.090980000000000019 -0.056919999999999991 -0.057069999999999989 -0.0016099999999999997 0.087015000000000023 0.22339500000000004 -0.10519499999999998 -0.10324499999999999 0.050935000000000008 -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
left_child=-1 -2 3 -3 -5 6 7 -6 9 10 11 -8 -13 14 16 -16 21 -17 -19 20 -18 -14 -21
right_child=1 2 -4 4 5 -7 8 -9 -10 -11 -12 12 13 -15 15 17 19 18 -20 22 -22 -23 -24
leaf_value=-0.0010024311243737008 -0.00096460911233478455 -0.00086421632037933592 -0.00097669592666205576 0.0010532954970947335 5.3735186823208528e-05 -0.00079119722333616932 -0.0011010062938178039 0.0014283866063267835 -0.0010078365593232698 0.00064934251963996389 0.0004639604706392296 0.00044437431655183692 0.00082086192186216363 -0.00062200408660546217 -0.00094919530545684255 0.00024385989280459493 0.00065753922950018107 0.00031819491148025558 -0.0011284473923528101 -0.0006191280254700945 -0.00024801980008422477 5.8151877895022953e-05 -0.00014462338740692498
leaf_weight=0.0014617193893348692 0.0014092421773928823 0.0015804007067075068 0.0012675136218585062 0.0013092153529434781 0.0011796756557593815 0.0015291743351406586 0.0013402150983108365 0.0010077202298303667 0.0011875969186477811 0.0018783581555443787 0.0013167558531086412 0.0016307927831355927 0.0015653944408494554 0.0019306518937520769 0.0016100730284597797 0.0023832601275160211 0.0010278859215304692 0.0010700654208974925 0.0011005933912695554 0.0015884209075671119 0.0014389069205513749 0.0010199553890251067 0.0012246084168149318
leaf_count=491 258 55 75 50 44 54 199 170 324 104 165 68 76 130 293 31 27 28 47 80 23 256 73
internal_value=0 -0.000152014 -0.000115296 -7.88034e-05 -3.50032e-05 -8.77155e-05 -4.55309e-05 0.000687029 -0.000114263 -6.63014e-05 -0.000132691 -0.000174192 -0.000103579 -0.000159569 -9.59305e-05 -0.000299897 6.39198e-05 -7.0333e-05 -0.000415299 -0.000159389 0.000129317 0.000519963 -0.00041256
internal_weight=0 0.0325965 0.0311872 0.0299197 0.0283393 0.0270301 0.0255009 0.0021874 0.0233135 0.0221259 0.0202476 0.0189308 0.0175906 0.0159598 0.0140292 0.00616399 0.00786517 0.00455392 0.00217066 0.00527982 0.00246679 0.00258535 0.00281303
internal_count=3121 2630 2372 2297 2242 2192 2138 214 1924 1600 1496 1331 1132 1064 934 399 535 106 75 203 50 332 153
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=24
num_cat=0
split_feature=1213 1456 453 0 49 124 42 43 16 474 14 2 0 0 4 13 15 52 13 3 0 16 16
split_gain=0.000443764 0.000444263 0.000360852 0.000346805 0.000319734 0.000356641 0.000405732 0.000518853 0.000514124 0.000536684 0.000391921 0.000571055 0.000351408 0.000406055 0.000380575 0.000330536 0.000348218 0.000321585 0.000305442 0.000260047 0.000261483 0.000199367 0.000178967
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.11042000000000002 0.10195500000000002 -0.11466499999999999 -0.053764999999999993 0.22339500000000004 0.084660000000000027 -0.18536 0.090545000000000014 -0.062294999999999996 -0.10474999999999998 -0.49013999999999996 -0.28558999999999996 -0.012384999999999998 -1.0000000180025095e-35 -0.084034999999999985 -0.13309499999999996 -0.10224499999999999 -0.25582999999999995 -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
left_child=-1 -2 3 -3 5 6 -5 12 9 10 -9 17 13 -8 -14 -13 -17 -12 -15 -19 -21 -18 -6
right_child=1 2 -4 4 22 -7 7 8 -10 -11 11 15 14 18 -16 16 21 19 -20 20 -22 -23 -24
leaf_value=-0.0008527910519325108 -0.00084164111733570394 0.00067561998832957868 -0.00074770463140033932 -0.00092367211105749876 0.0010212836579454644 0.00073336569079708494 0.00055168116008685376 -0.00096023868023869282 -0.00091022631395623556 0.00092951887933279999 -0.0010182325136601385 0.00091694461101166221 6.8158641956557825e-05 0.00018774988934567755 0.0010808228962616733 0.00067379090685617898 0.00015022688905126725 -0.00076058092656375222 -0.00089304901227190304 -0.00043016312418621498 0.00050207213324302892 -0.0007198045566805981 0.00016804082474240265
leaf_weight=0.0012248944177742907 0.00115788697322347 0.0019415500062276393 0.0010801948311123235 0.0010188105969572972 0.0010036722716694202 0.001275708780855477 0.0016753557437261257 0.0011038404739149863 0.0016553636582981044 0.0010211615458104459 0.0012788514053684837 0.0012739825253089698 0.0012740017153261007 0.0010031351319303994 0.0018661211507773326 0.0012152621759290438 0.0010795560381549052 0.0011021522845595612 0.0011393159651587048 0.0011357085702168269 0.0013357998222544168 0.0010697895808569058 0.0010023803594246808
leaf_count=491 258 57 75 89 59 32 104 27 171 65 93 66 32 200 141 110 29 23 390 42 310 115 142
internal_value=0 2.50708e-05 6.14952e-05 9.45154e-05 4.85209e-05 -1.44719e-07 -4.41835e-05 1.1005e-07 -0.00016552 -5.93947e-05 -0.000154708 -6.10228e-05 0.00031603 2.49189e-05 0.000669968 0.000297319 6.27032e-05 -0.000403567 -0.000386999 -0.000183607 7.3691e-05 -0.000282812 0.000594937
internal_weight=0 0.0287096 0.0275517 0.0264715 0.02453 0.0225239 0.0212482 0.0202294 0.0132715 0.0116161 0.0105949 0.0094911 0.00695793 0.00381781 0.00314012 0.00463859 0.00336461 0.00485251 0.00214245 0.00357366 0.00247151 0.00214935 0.00200605
internal_count=3121 2630 2372 2297 2240 2039 2007 1918 1051 880 815 788 867 694 173 320 254 468 590 375 352 144 201
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=15
num_cat=0
split_feature=132 13 41 0 3 457 156 1 3 2 16 1 1 2
split_gain=9.25194e-05 0.000124817 0.000135739 0.000161174 0.000249434 0.000188037 0.000182399 0.000156057 0.00018104 0.000199741 0.000184676 0.000143303 0.000127675 0.000100063
threshold=0.080640000000000017 -0.23438999999999996 0.075585000000000013 0.12113000000000002 -0.10023499999999998 -0.0029299999999999994 0.080810000000000007 0.086105000000000015 0.097915000000000016 0.089885000000000007 -0.071854999999999988 0.10089500000000001 0.11690500000000002 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 12 -6 7 -7 9 11 -10 -9 -3 -1
right_child=-2 2 -4 -5 5 6 -8 8 10 -11 -12 -13 -14 -15
leaf_value=1.7835099264310226e-05 0.0012157217476582395 0.0022605009765242251 -0.0020852880594927825 -0.0017460371998245256 -0.0024289833379806409 -0.0017091962260110389 -0.0021300707054281065 -0.0011211553303077399 0.00087920551088394678 0.0029366049319805862 -0.0019583582893820057 0.0014275137302723387 -6.5299586601130652e-05 0.0021941475173701923
leaf_weight=0.0012964004336792874 0.0015099022754304905 0.0017632460785940727 0.0010936521510622734 0.0015738125659234834 0.0010788144643856393 0.0010197230733880215 0.0010647130756017975 0.0010305779683401628 0.0012140161180704823 0.00124724056893942 0.0012991783060352091 0.0014571160123365012 0.0010190619021477332 0.0010432682849391695
leaf_count=40 327 176 109 114 210 1055 271 309 63 121 43 157 28 98
internal_value=0 -0.000134755 -0.000311557 -0.000170657 3.26737e-05 -0.000374107 -0.000108063 0.000188154 0.00049781 0.00122821 -0.000587653 0.000371676 0.00140864 0.000988262
internal_weight=0 0.0172008 0.0148612 0.0137675 0.0121937 0.00941138 0.00833257 0.00726785 0.00624813 0.00373493 0.00251319 0.00248769 0.00278231 0.00233967
internal_count=3121 2794 2656 2547 2433 2229 2019 1748 693 587 106 466 204 138
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=14
num_cat=0
split_feature=14 157 48 14 2 0 4 12 4 16 12 42 1
split_gain=9.18158e-05 0.000108965 0.000141998 0.000189177 0.000335569 0.000271775 0.000149537 0.000167829 0.000196645 0.000175772 0.000209537 0.000154081 0.000130886
threshold=0.076175000000000007 -0.077384999999999995 0.12879500000000002 -0.10708499999999999 0.10912000000000001 -0.17169499999999996 0.181285 0.098330000000000015 -0.0024449999999999997 -0.083539999999999989 0.09141500000000001 0.075730000000000006 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 8 9 -5 -11 -8 -10
right_child=-2 2 -4 4 5 -7 11 -9 12 10 -12 -13 -14
leaf_value=0.0013756836276964093 -0.001609559783188866 -0.0019458658018179692 -0.0019254609469211532 0.0022924152456020104 0.0041815191578557041 0.00068262451257969587 0.0024436873204043575 -0.0025414945017967591 -0.0024720868824999673 -0.001282475517179772 0.0017075273644724604 -0.00042238866486137949 -0.00019988643709056736
leaf_weight=0.0017043145743857449 0.001022307119553644 0.0012588244218822995 0.0011370091964274512 0.0011994903671862789 0.001008283706602553 0.0018899113757683281 0.0011505489957429624 0.0010693089168725134 0.0014450886629259613 0.0018744179688786819 0.001102456832730303 0.0010742611771656085 0.0015628958561597628
leaf_count=366 101 109 78 364 60 364 105 230 246 652 293 86 67
internal_value=0 6.84216e-05 -7.2836e-05 7.10917e-05 0.000260899 0.00189989 -0.000192422 -0.000529961 -0.000230567 0.000533552 -0.000175157 0.00105979 -0.00129149
internal_weight=0 0.0174768 0.0157725 0.0146355 0.0133767 0.0028982 0.0104785 0.00825366 0.00718435 0.00417637 0.00297687 0.00222481 0.00300798
internal_count=3121 3020 2654 2576 2467 424 2043 1852 1622 1309 945 191 313
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=13
num_cat=0
split_feature=124 484 1 0 42 132 52 4 2 49 4 4
split_gain=8.81508e-05 0.000157045 0.000132183 0.000319039 0.000249912 0.000134387 0.000184756 0.000174671 0.000187978 0.000149918 0.00012157 0.000104179
threshold=-0.043384999999999993 -0.0068949999999999992 0.12811000000000003 -0.053834999999999994 0.092395000000000019 0.081465000000000024 -0.088204999999999992 -0.0016099999999999997 0.10097500000000002 -0.052259999999999994 0.181285 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 11 -9 -11 -8
right_child=1 2 3 -5 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.0011065353166880112 -0.0019904127907497981 -0.0019127579405010724 0.0032194796303262356 -0.0003706172392002918 -0.0021068580128823238 0.0017937933237605424 0.00080920461630426641 -0.0021346445973805229 -0.00081156103606292817 -0.0010507841522662757 0.0008429692321104506 0.0027967564644134977
leaf_weight=0.0016596121597980676 0.0011167042526471901 0.0013252639287733301 0.0010637984616994611 0.0016776462288940761 0.0016108054715475726 0.0010570753770735583 0.0016655143457685196 0.0011510818824445046 0.0011597803671604678 0.0016200948649730245 0.00198241447748293 0.0011884945657398283
leaf_count=259 488 352 99 84 428 194 585 78 76 160 117 201
internal_value=0 -0.000132985 8.17508e-07 0.00102249 -0.000218678 5.41089e-05 -0.000128101 0.000141665 0.000929406 -0.000523479 -8.67606e-06 0.00163688
internal_weight=0 0.0166187 0.015502 0.00274144 0.0127605 0.0111497 0.0100926 0.00876738 0.00401379 0.00475359 0.00360251 0.00285401
internal_count=3121 2862 2374 183 2191 1763 1569 1217 862 355 277 786
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=14
num_cat=0
split_feature=124 123 133 12 3 160 16 1 12 13 151 4 13
split_gain=9.33213e-05 0.000149421 0.000166116 0.000178228 0.000172564 0.000130586 0.000180819 0.000129328 0.000291523 0.000172878 0.000127893 0.000194878 3.6857e-05
threshold=0.0049200000000000008 1.0000000180025095e-35 0.09389500000000002 -0.015429999999999998 -0.20241999999999996 -1.0000000180025095e-35 -0.008904999999999998 0.12500000000000003 0.092355000000000007 -0.084034999999999985 -0.0083949999999999979 0.0061450000000000003 -0.085154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -7 -11 -12 -10
right_child=-2 -3 -4 4 5 7 -8 -9 12 10 11 -13 -14
leaf_value=-0.0020933711612211073 0.0014287012592799873 0.0014198526669490894 -0.0021146276007683673 0.0017676655775185465 -0.002653271792685717 0.0018931992716857541 -6.7968009492775893e-05 0.0012892874239152385 -0.0010521344871278 -0.0013059096429027795 -0.00093398335211732964 0.0017333486339710534 -0.0023668884259931463
leaf_weight=0.0010194909376415292 0.0010226369016296801 0.0014316936364903018 0.00107402782028193 0.0012777107508945536 0.0010799944037223064 0.0014657024573009048 0.0016794558168861671 0.0018980180714045503 0.0010117938934128823 0.0013726399937217266 0.0012020504771412584 0.0014910083760306669 0.0010616400445640634
leaf_count=118 72 227 495 128 436 319 281 80 63 101 431 82 288
internal_value=0 -0.000104295 -0.000243874 -0.000105872 4.37759e-05 -0.00013585 -0.0010798 0.000138256 -0.000149019 0.000441853 -8.1364e-05 0.000542781 -0.00172532
internal_weight=0 0.0170652 0.0156335 0.0145595 0.01354 0.0122623 0.00275945 0.00950285 0.00760484 0.0055314 0.0040657 0.00269306 0.00207343
internal_count=3121 3049 2822 2327 2209 2081 717 1364 1284 933 614 513 351
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=25
num_cat=0
split_feature=1213 1456 453 1374 0 475 13 13 15 52 484 3 2 52 1 0 16 10 52 42 12 1 2 4
split_gain=0.000475493 0.000404649 0.000525523 0.000475873 0.000716081 0.000401419 0.000451902 0.0004262 0.000371901 0.00039889 0.000268804 0.000264738 0.000359467 0.000314463 0.00049597 0.000256049 0.000587518 0.000416129 0.00028465 0.000235607 0.000229731 0.000369676 0.000220317 0.000203062
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 -0.08459499999999999 -0.53104499999999988 -0.47860499999999995 -0.03241999999999999 0.11434500000000002 0.079595000000000013 -0.084074999999999997 0.10584500000000001 0.077655000000000016 0.10937500000000001 -0.059114999999999994 -0.056919999999999991 0.10887000000000001 -0.087769999999999987 0.084635000000000016 0.092465000000000006 0.094090000000000021 0.10136500000000002 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
left_child=-1 -2 3 -3 -5 -6 -7 -8 15 10 11 12 19 14 -13 16 20 18 -17 -10 21 -9 -18 -23
right_child=1 2 -4 4 5 6 7 8 9 -11 -12 13 -14 -15 -16 17 22 -19 -20 -21 -22 23 -24 -25
leaf_value=-0.00093396284827913475 -0.00084089487531444269 -0.00077473149128919657 -0.00093413973239284338 0.0011898791676767358 -0.00086272585317998299 -0.00085482724963843694 0.00098418266963939895 -0.00010296389652077874 -0.00096803236412064321 -0.00085379715250472597 0.00074981258529419515 -0.00073933103881382127 0.00039497652001359149 0.00088845407622632116 0.00052604381146050493 0.0004272414315609155 -0.0010430854696504769 -7.2149673581279339e-05 0.0015101936732862323 -6.5339830165531566e-05 -0.00012046968234532823 0.0013434912808381403 -7.4772395194793267e-05 0.00053126134503240087
leaf_weight=0.0012712280165288461 0.0012246948869912002 0.0013848094477744146 0.0011980510186926354 0.0014045491704077718 0.0010013519249411065 0.0010510837930013351 0.0013610728855737398 0.0012322317242575709 0.0018019355276271912 0.0013885584992605624 0.0010250272965919302 0.0013337885406277342 0.0010697847203218203 0.0011032800919861252 0.0015257337698386664 0.0010054386702011975 0.0010001012780497809 0.0012155490984291917 0.0012520265469156897 0.0010522014426819215 0.0013962045783385002 0.0012657489091889573 0.0011730529831598391 0.0016024795739442155
leaf_count=491 258 55 75 50 180 32 49 143 275 157 65 212 46 111 45 62 205 26 101 80 111 41 141 110
internal_value=0 1.24481e-05 4.86803e-05 9.12712e-05 0.000136937 7.74399e-05 0.000116904 0.000161693 0.000109487 -9.81336e-05 1.96079e-05 -7.52958e-05 -0.000354376 0.000201046 -6.41745e-05 0.000301409 0.000146793 0.000642861 0.00102786 -0.000635247 0.000410573 0.000591393 -0.000520397 0.000889698
internal_weight=0 0.0300688 0.0288441 0.027646 0.0262612 0.0248567 0.0238553 0.0228042 0.0214431 0.0103003 0.00891175 0.00788672 0.00392392 0.0039628 0.00285952 0.0111428 0.00766982 0.00347301 0.00225747 0.00285414 0.00549666 0.00410046 0.00217315 0.00286823
internal_count=3121 2630 2372 2297 2242 2192 2012 1980 1931 991 834 769 401 368 257 940 751 189 163 355 405 294 346 151
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=13
num_cat=0
split_feature=14 1 3 4 2 157 0 16 3 0 49 2
split_gain=8.865e-05 9.66951e-05 0.000204109 0.00037687 0.000188756 0.000159121 0.000174296 0.000290558 0.000224961 0.000170889 0.000177514 0.000160287
threshold=0.076175000000000007 0.077565000000000009 0.10732000000000001 -0.070499999999999993 0.096540000000000015 -0.077234999999999984 -0.019414999999999998 -0.056919999999999991 0.083060000000000009 -0.15931499999999996 -0.043469999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 9 -9 10 -7 -11
right_child=-2 5 -4 -5 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.0012830407628263334 -0.0014599940616704483 0.0019846159078904363 0.0012064958214479267 -0.0033103897452395757 0.0014462726223294963 0.0007623026332296796 0.0016839361871168047 -0.00022440692494994727 -0.0030030614345947933 0.00033124368777981238 -0.0017265904857804097 0.0026242571413646067
leaf_weight=0.0013377620765620251 0.0010166909596887033 0.0012904481819409628 0.0013121326779526044 0.001286492580470173 0.001228980745195507 0.0015545439953683626 0.0015311491254877815 0.001696464958976629 0.0013016214038605867 0.0018428707921076537 0.001356469891808933 0.0013244188761156461
leaf_count=607 101 177 21 930 56 60 204 319 66 335 87 158
internal_value=0 6.82282e-05 -0.000506193 -0.00108941 2.37803e-05 0.000317606 0.000114808 -0.000149897 -0.00143076 0.000481881 -0.000397468 0.00129008
internal_weight=0 0.0170634 0.00516537 0.00385324 0.00256674 0.011898 0.0106075 0.00907639 0.00299809 0.0060783 0.00291101 0.00316729
internal_count=3121 3020 1614 1593 663 1406 1229 1025 385 640 147 493
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=14
num_cat=0
split_feature=52 1 52 2 48 2 160 1 52 3 12 3 0
split_gain=8.719e-05 0.000176655 0.000142264 0.000259331 0.000142641 0.000266492 0.000121818 0.000111417 0.000172098 0.000171892 0.00018605 0.000119941 9.14218e-05
threshold=-0.24456499999999998 0.13686500000000004 -0.081429999999999989 0.092120000000000021 -0.064549999999999982 -0.055814999999999997 -0.079874999999999988 0.094385000000000011 0.077655000000000016 0.11924500000000002 0.090995000000000006 0.076840000000000006 0.16094000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 8 11 10 -9 -8 -10
right_child=1 -3 4 -5 5 6 7 9 12 -11 -12 -13 -14
leaf_value=-0.0010557431981130774 -0.00033014853998039097 0.0017268736760875343 0.0012311906522730898 0.0025757551533366944 -0.0026423934007674529 -0.001413658283307861 -0.0025517575523612483 0.0020930379587450845 -0.00041678529016363317 -0.00092252974996520686 -0.00028553265694777051 -0.00037845865517115721 0.0012853414480106383
leaf_weight=0.0015267670715907447 0.0014865943421085203 0.0012506154863971405 0.0012079110583522743 0.0011141500252600522 0.0010140328069387092 0.001459634980942732 0.0010254552854510636 0.0017445820694047542 0.0015467301866606276 0.0011475985366926622 0.0011195587609793556 0.0010824549879799861 0.0011341724750337789
leaf_count=364 253 158 104 129 61 520 559 146 603 51 130 28 15
internal_value=0 8.22105e-05 -5.41588e-05 0.000914731 -0.000256034 -0.000415374 -0.000195274 6.80399e-06 -0.000462167 0.000566615 0.00116328 -0.00143572 0.00030331
internal_weight=0 0.0163335 0.0150829 0.00260074 0.0124821 0.0112742 0.0102602 0.00880055 0.00478881 0.00401174 0.00286414 0.00210791 0.0026809
internal_count=3121 2757 2599 382 2217 2113 2052 1532 1205 327 276 587 618
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=14
num_cat=0
split_feature=15 15 0 0 16 15 0 16 4 13 16 0 14
split_gain=8.97672e-05 0.000138531 0.000114348 0.000173569 0.000220063 0.000210696 0.000154273 0.000150396 0.00030917 0.000121522 0.00012403 8.55049e-05 8.24848e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.10607499999999999 -0.062294999999999996 -0.056919999999999991 -0.03241999999999999 -0.13455999999999999 -0.094359999999999986 0.0052350000000000009 0.11596500000000001 0.22339500000000004 0.12500000000000003 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 6 4 -4 -5 7 -3 -9 10 11 -7 -1
right_child=1 2 3 5 -6 9 -8 8 -10 -11 -12 -13 -14
leaf_value=1.6644534859704732e-05 -0.0018433051507268205 -0.0012055285967443774 -0.00018590630567303496 0.0023224740360239886 -0.0035475386306041737 0.00077622667082789462 0.0024840907109267814 -0.0010168340391526207 0.003228310704647836 0.00082819489100768482 -0.002704440274460007 -0.0015144268503017174 0.0022640178388761848
leaf_weight=0.0011530612646768468 0.0014945258417127091 0.0016333336731868542 0.0015140188357520715 0.0011895537918499288 0.0011375420801900613 0.001185413800232518 0.0012209149913391384 0.0011537946554640577 0.001135236589732358 0.0017820361824760766 0.0010298592350086455 0.0010037726369711564 0.0010324756568425289
leaf_count=109 231 126 982 142 803 120 80 130 29 44 141 40 144
internal_value=0 -0.000172022 6.57608e-06 -0.000391706 -0.00162808 0.000137853 0.000691293 0.000133248 0.00108853 -0.000381779 -0.00105161 -0.00027407 0.00107833
internal_weight=0 0.01548 0.0139855 0.0088422 0.00265156 0.00619064 0.00514328 0.00392236 0.00228903 0.00500108 0.00321905 0.00218919 0.00218554
internal_count=3121 2868 2637 2272 1785 487 365 285 159 345 301 160 253
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=23
num_cat=0
split_feature=1213 1456 453 1374 0 38 124 43 159 3 15 49 457 47 4 1 13 12 43 43 12 3
split_gain=0.000432466 0.000336409 0.00037264 0.000350976 0.000624571 0.0002863 0.000418884 0.000275869 0.000407007 0.000363834 0.000292407 0.000303566 0.000374412 0.000211212 0.000267428 0.000270389 0.00044263 0.000275594 0.000333317 0.000233742 0.000127394 0.000195599
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084835000000000008 -0.043384999999999993 0.24789500000000006 -0.032739999999999991 0.16158000000000003 0.084050000000000014 -0.087004999999999985 0.082380000000000009 0.11312500000000002 0.42642000000000008 0.087505000000000013 0.10002500000000002 0.079890000000000017 -0.084004999999999982 -0.095049999999999982 0.092355000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8 10 11 -10 13 14 15 16 17 -13 -19 -15 21 -17
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 12 -14 19 -16 20 -18 18 -20 -21 -22 -23
leaf_value=-0.00083617856464934717 -0.00072498479566717724 -0.00065324365802647106 -0.00074345091132291881 0.0010489618687305675 0.00070451591800309006 -0.00059011195420765434 -0.00063102998852511915 -0.00057270141931482809 -0.00053881926131164979 0.00084298287837188113 -0.00040883883962074795 0.00097715996457644065 0.00091026391778022651 6.6790064144993952e-05 0.00060173340836687885 0.00032786522417105123 -0.000530190562072201 0.00072096856383165053 -0.00037090253359774877 0.00099775962447213847 -0.00064432942963162955 -0.00048514305712919482
leaf_weight=0.0011624407606970746 0.0011013453360707018 0.0011661555409219196 0.0010725964313276206 0.0012858349895310496 0.001975459873139628 0.0011893432179705945 0.0013880893363206739 0.0012881128314079495 0.0010960082836259663 0.0012900493279164307 0.0019795307931771413 0.0011679559034867316 0.0013072718368825073 0.0010061699150298864 0.0014111467016170729 0.0010146521173743928 0.0012075759510296047 0.001001050858286113 0.0011126340889169853 0.0010272422710901905 0.0014175965508034238 0.0012385525124614105
leaf_count=491 258 55 75 50 214 54 274 159 74 99 456 33 83 15 88 95 39 113 214 41 98 43
internal_value=0 1.8553e-05 4.92886e-05 8.25415e-05 0.000117701 6.59047e-05 0.000101484 4.17827e-05 8.41884e-05 0.00014165 8.50581e-05 0.000154854 0.000213735 0.00013527 4.9901e-05 -4.55297e-05 0.000180451 0.000441952 0.000146213 0.000537099 -0.000321893 -0.000119033
internal_weight=0 0.0277444 0.026643 0.0255704 0.0244043 0.0231184 0.0219291 0.0199536 0.0186655 0.0172774 0.0159874 0.0140079 0.0129118 0.0116046 0.00957116 0.00816002 0.00448922 0.00328164 0.00211368 0.00203341 0.0036708 0.0022532
internal_count=3121 2630 2372 2297 2242 2192 2138 1924 1765 1491 1392 936 862 779 723 635 399 360 327 56 236 138
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=13
num_cat=0
split_feature=484 15 11 160 48 3 15 3 12 43 3 47
split_gain=8.69654e-05 0.000123983 0.000128487 0.000133977 0.000127054 0.000239905 0.000193985 0.000175698 0.000166302 0.000173559 0.000141575 0.000112976
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.092070000000000013 0.082620000000000013 0.0022600000000000003 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -0.083134999999999987 -0.074084999999999998 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 10 8 9 -8 -3 -12
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0012000576009477794 0.0011944424437949834 0.00026990072999210669 -0.0016065390778975178 -0.0012388824650920839 0.0028586424008746796 6.0591586817317682e-05 0.0019572665091495173 0.0017194527774260237 -0.0012524793545385464 -0.00051859458184986239 -0.00058971469341480059 -0.0027717769909449989
leaf_weight=0.0012388462332477345 0.0018924191508897627 0.0012838952974969925 0.0010857341280687818 0.0015304345372028913 0.0010365245253553821 0.0018253386996316401 0.0011961889627332134 0.0017054374789626792 0.0015486363099344314 0.001248362173989828 0.0010084162450779153 0.0010397309077978534
leaf_count=503 232 285 155 154 277 114 69 66 951 136 138 41
internal_value=0 7.62345e-05 -6.96172e-05 5.46988e-05 0.000221168 0.001074 -4.90999e-05 0.000471456 -6.15469e-05 0.000692915 -0.000939381 -0.00169743
internal_weight=0 0.0164011 0.0145087 0.013423 0.0118925 0.00286186 0.00903067 0.00569862 0.00399319 0.00244455 0.00333204 0.00204815
internal_count=3121 2618 2386 2231 2077 391 1686 1222 1156 205 464 179
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=25
num_cat=0
split_feature=1213 160 1374 133 52 456 457 484 474 156 133 1 3 12 38 43 13 0 2 15 15 15 52 15
split_gain=0.000443503 0.000444648 0.000362662 0.000356739 0.000370331 0.000314149 0.000494329 0.0005071 0.000346452 0.000397659 0.000308634 0.00036802 0.000521212 0.000478767 0.000381207 0.000325379 0.000286383 0.00033907 0.000406226 0.000321903 0.000414454 0.000402692 0.000146687 4.73846e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 0.10622000000000002 -0.40306999999999998 0.085215000000000013 0.092360000000000012 -0.0068949999999999992 0.086280000000000009 0.085790000000000019 0.083950000000000011 0.13686500000000004 0.11296500000000002 0.11650500000000001 1.0000000180025095e-35 -0.084154999999999994 0.090705000000000008 -0.10151999999999999 0.097220000000000015 -0.10203999999999998 -0.13843999999999998 -0.094549999999999981 0.090245000000000006 -0.031204999999999997
decision_type=2 2 2 2 2 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 -4 6 7 -6 9 10 11 13 -13 14 16 -12 17 19 23 20 -9 -21 -18 -19
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 15 12 -14 -15 -16 -17 22 18 -20 21 -22 -23 -24 -25
leaf_value=-0.00076062386029084527 -0.00077085247965878528 -0.00058632069202933183 -0.00050409572884646775 -0.00056803920945824849 -0.00058731631398825884 -0.00050980877654469242 0.0010093571454493316 0.00052356836333836111 0.00086584201348076069 -0.00054475006209715661 0.00011893413762140033 0.0012438061692337031 -9.0161485635883955e-07 -0.0006097543443180398 -0.00057787800754690493 0.0010615466102483328 0.00088302733969401509 -0.00035744843123862305 0.00037890274990175113 0.0012052063474920426 -0.00056913650265488325 0.00024176271694568562 0.00028609062385771128 -0.00073878726454239892
leaf_weight=0.001122697856307169 0.0010172175493124427 0.0012550788444869445 0.0013466910938736412 0.0011862968547757804 0.0013333610203761217 0.0010159826832780708 0.001101571544914747 0.0010045266460174673 0.0011546271879570016 0.0011488255858774768 0.0010313148418000795 0.0010599871762216337 0.0010213446572244766 0.0014271186802006239 0.0010106114354702109 0.0012554893654254098 0.0012766686875398401 0.0010087389461245705 0.0011475941120679956 0.0010177475817947368 0.0011523590459314725 0.0019674693429578777 0.0012692783968226706 0.0010065026712042912
leaf_count=491 215 55 289 349 308 138 59 38 100 86 113 37 65 36 34 87 44 76 71 17 38 79 22 274
internal_value=0 3.62972e-05 6.64837e-05 9.80639e-05 0.000129981 0.000166455 0.000197135 0.000155116 0.000204712 0.00016412 0.000210242 0.00014683 0.000633007 7.06822e-05 0.000152549 0.000636442 0.000220578 0.000108732 -0.000211626 0.000305779 -6.02309e-05 0.000570229 0.000585425 -0.000547906
internal_weight=0 0.0282164 0.0271992 0.0259441 0.0247578 0.0234111 0.0223951 0.0212936 0.0199602 0.0188056 0.0176568 0.0153699 0.00208133 0.0132886 0.0118615 0.0022868 0.0108509 0.00830494 0.00316284 0.0051421 0.00215689 0.00298522 0.00254595 0.00201524
internal_count=3121 2630 2415 2360 2011 1722 1584 1525 1217 1117 1031 831 102 729 693 200 659 593 421 172 76 96 66 350
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=14
num_cat=0
split_feature=52 1 52 2 48 2 160 1 2 47 4 3 4
split_gain=8.03882e-05 0.000148836 0.00012519 0.000222785 0.000139519 0.000227104 0.00011563 0.000103075 0.00015386 0.000377524 0.000146103 0.000159782 9.17071e-05
threshold=-0.24456499999999998 0.13686500000000004 -0.081429999999999989 0.092120000000000021 -0.064549999999999982 -0.020134999999999997 -0.079874999999999988 0.094385000000000011 0.11263500000000001 0.093140000000000014 -0.080924999999999983 0.086245000000000016 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 10 9 -9 12 -12 -8
right_child=1 -3 4 -5 5 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.0012175874992313433 -0.00032733315420205642 0.0019229099050069225 0.0014779147876612759 0.0029256649817149547 -0.0029413231714462639 -0.0016530788337749574 -0.00090695413545977661 0.003479762146816731 -0.00062299505868516382 -0.00093512263722012143 -0.003109143454738306 -8.7571283900955335e-05 0.0011487102394948778
leaf_weight=0.0015017850159722698 0.001477820506817021 0.0012243220030423848 0.0012092105928367411 0.0010786786724606978 0.0010010820726820422 0.0014394578707248315 0.0010827445063936736 0.0013165049225397629 0.0016304594303085951 0.0010166703671083965 0.0010468174719870538 0.00102671704408408 0.0015817429995509408
leaf_count=364 253 158 104 129 75 520 36 118 131 64 654 29 486
internal_value=0 9.88353e-05 -5.09681e-05 0.00104522 -0.000277858 -0.000468404 -0.000224289 1.20658e-05 0.000659658 0.001556 -0.000529683 -0.001613 0.000313368
internal_weight=0 0.0161322 0.0149079 0.0025565 0.0123514 0.0111422 0.0101411 0.00870166 0.00396363 0.00233318 0.00473802 0.00207353 0.00266449
internal_count=3121 2757 2599 382 2217 2113 2038 1518 313 182 1205 683 522
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=14
num_cat=0
split_feature=15 42 484 1 151 12 150 151 15 12 4 4 0
split_gain=9.42688e-05 0.000115265 0.000129751 0.000179227 0.000189132 0.000136121 0.000119799 0.000164474 0.000154395 0.000129816 0.000171513 0.000212398 0.000121159
threshold=0.097485000000000016 0.10256000000000001 -0.0068949999999999992 0.13686500000000004 0.056735000000000001 0.10345000000000001 0.081835000000000019 -0.029339999999999995 -0.090344999999999995 0.092255000000000018 0.24564500000000003 -0.0029599999999999995 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 10 11 12 -9
right_child=-2 -3 3 -5 -6 -7 8 9 -10 -11 -12 -13 -14
leaf_value=-0.0012301584353756573 -0.0011438066701686728 -0.0012949044726337765 -0.001684057770426204 0.0018147111119658354 -0.001541459493021187 0.0015362461293177525 0.002168648881098678 0.0016841106317749253 -0.00010229694825645729 -0.0011493316015918282 0.0019219244312488806 -0.0012380498310245003 -5.9517736564599155e-05
leaf_weight=0.0011220151183845848 0.0012518466934133823 0.0010521740936205995 0.0010759074998730207 0.0012834930969156258 0.0011325722603201535 0.0014282144007436168 0.0010769983519082205 0.0013057406365197559 0.0011293249442645434 0.0012203830962101425 0.0010915740567085941 0.0015896277064031362 0.0016753984076565143
leaf_count=422 330 270 133 116 111 155 72 642 183 282 104 187 114
internal_value=0 7.8444e-05 0.000173942 0.000286398 0.000132255 0.000295765 0.000121473 -0.000123807 0.00100625 0.000120091 0.000393685 2.87167e-05 0.000704193
internal_weight=0 0.0161834 0.0151312 0.0140092 0.0127257 0.0115932 0.010165 0.00795863 0.00220632 0.00688272 0.00566234 0.00457077 0.00298114
internal_count=3121 2791 2521 2099 1983 1872 1717 1462 255 1329 1047 943 756
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=14
num_cat=0
split_feature=2 3 156 2 52 40 4 3 1 13 1 52 0
split_gain=9.18416e-05 0.000211583 0.000109561 0.000112128 0.000230499 0.000164502 0.000198911 0.000197276 0.000146033 0.00014568 0.000104965 0.000232526 8.72701e-05
threshold=-1.0000000180025095e-35 -0.13309499999999996 0.091255000000000017 0.10912000000000001 0.09086000000000001 -1.0000000180025095e-35 0.0061450000000000003 0.090900000000000009 0.11588000000000001 -0.00051499999999999994 0.086560000000000012 -0.081934999999999994 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 -2 10 8 -8 -5 11 -7 -13
right_child=2 -3 -4 4 -6 6 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00048993752277347628 -0.0017541636568027986 0.0023572610509215459 -0.0015529481117110412 0.00097905652090953346 0.0020613894821611416 0.0014949810947049228 -0.0012583584026530799 0.0024473098940986731 0.0011873398125113691 -0.0010982058153332669 -0.0017590381600025534 -0.00027054451671675711 -0.0020839779728743235
leaf_weight=0.0011837353634689407 0.0014507051905712229 0.0010740294408938802 0.0010978956802236853 0.0013113211972945737 0.0015003061474721524 0.0011374729849475216 0.001012537952347195 0.0010900454631386225 0.0010978464092694651 0.0016385364826128632 0.0013347897290535149 0.0013018912779597224 0.0010219976038889911
leaf_count=44 125 155 262 230 151 247 234 42 43 143 436 978 31
internal_value=0 0.000864488 -0.00014038 -2.87878e-05 0.000579107 -0.000315138 -5.40763e-05 0.000842718 1.39222e-05 -0.000174786 -0.000652499 -0.00022579 -0.00106805
internal_weight=0 0.00225776 0.0149953 0.0138975 0.00445016 0.00944729 0.00799658 0.00320043 0.00211038 0.00294986 0.00479615 0.00346136 0.00232389
internal_count=3121 199 2922 2660 524 2136 2011 319 277 373 1692 1256 1009
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=13
num_cat=0
split_feature=4 0 16 131 13 15 0 48 0 51 13 3
split_gain=8.2549e-05 0.000104029 0.000168244 0.000110363 0.000110349 0.000159454 9.77014e-05 0.000170291 0.000268706 0.000124109 7.29477e-05 7.25405e-05
threshold=0.26790000000000008 0.18019500000000002 0.26676500000000009 1.0000000180025095e-35 -0.28558999999999996 0.084050000000000014 -0.062294999999999996 0.086260000000000017 -0.12333499999999999 0.090050000000000005 -0.0062949999999999994 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 -9 -2 -12
right_child=10 -3 -4 -5 5 -7 -8 9 -10 -11 11 -13
leaf_value=0.001474502352749813 0.0017258251312499378 0.0011794010124103985 -0.0016423439150037274 -0.0015499655376631353 0.0019575377169489846 -0.0015936588967181559 0.0011951634341116721 -0.0023803393045122149 -0.00086434629856394646 -3.1266391669066825e-06 0.00092885233409148069 -0.00077946422613062183
leaf_weight=0.0011836521958548127 0.001047150687965695 0.0012049873316151158 0.0018734992675761572 0.0010601257315956967 0.0016056953058657423 0.0013940834217798168 0.0017226930463565245 0.0010470648752983897 0.0015475250865474022 0.0010052973882736099 0.0013496282332348527 0.0010185881702753363
leaf_count=74 230 30 349 375 97 855 127 191 571 75 93 54
internal_value=0 -0.000176357 -0.000307685 -7.1034e-05 9.38988e-05 -0.000102458 0.000197596 -0.000132531 0.000572625 -0.00121592 0.000663721 0.000194092
internal_weight=0 0.0136446 0.0124396 0.0105661 0.00950601 0.00832236 0.00692828 0.00520558 0.00315322 0.00205236 0.00341537 0.00236822
internal_count=3121 2744 2714 2365 1990 1916 1061 934 668 266 377 147
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=13
num_cat=0
split_feature=124 484 15 3 0 4 1 47 457 4 2 4
split_gain=6.96048e-05 0.000131048 9.20429e-05 0.000175783 0.000132906 0.000191688 0.000115577 0.000171671 0.00010136 0.000120498 9.22411e-05 0.000157781
threshold=-0.043384999999999993 -0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.11013499999999998 -0.026489999999999996 0.12958500000000003 0.092530000000000015 0.080930000000000016 0.053180000000000012 0.10855000000000002 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 10 7 8 9 -5 11 -6
right_child=1 2 4 6 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.00098721680418192327 -0.001796731384776313 0.002116675721016396 0.00079475102414680891 -0.0015020854883950109 -0.002049325635076104 -0.0024822700629208391 0.0012712339503913547 -0.001919082557363569 0.0013942744846533741 0.00080925694144404236 0.00092608534668963067 0.00026234558012168667
leaf_weight=0.0015518932253813086 0.0010410194187415603 0.0012126488856454287 0.001741137516830138 0.0011343309107310073 0.0012510753526182583 0.001227716455219019 0.0014562071505888619 0.001206689041844039 0.0012041988730144837 0.0010602701573022566 0.0011446793042861891 0.0016816722342469573
leaf_count=259 488 89 127 318 118 210 129 156 74 159 119 875
internal_value=0 -0.000108153 1.45956e-05 0.000403525 -0.000386922 -0.000774745 6.08075e-05 -0.000321917 0.000245131 -0.000385414 -0.000260608 -0.000723786
internal_weight=0 0.0153616 0.0143206 0.00727435 0.00704628 0.00530514 0.0060617 0.00460549 0.0033988 0.0021946 0.00407743 0.00293275
internal_count=3121 2862 2374 925 1449 1322 836 707 551 477 1112 993
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=13
num_cat=0
split_feature=48 0 151 15 150 1 4 52 52 43 2 1
split_gain=6.99707e-05 0.000129753 0.00014808 0.000230693 0.000204492 0.000137458 0.000267665 0.000223122 0.000177207 0.000114986 0.000120131 0.000119574
threshold=0.12879500000000002 -0.23091999999999999 -0.055494999999999996 -0.040804999999999994 0.087380000000000013 0.111945 0.24564500000000003 0.11434500000000002 0.10024500000000001 0.05259500000000001 0.084245000000000014 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 9 10 -4 -12
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=0.0017861079473694657 -0.0012708417702849686 0.0026951913075867954 0.00011383576681320234 -0.00069526444290714121 -0.0024136883958552143 -0.00044383138632170802 0.002869776748950083 -0.002682528145152737 0.0019881225774747192 0.00091281112082597176 -0.0028673097124572639 -0.00036536847920641606
leaf_weight=0.0012300630056190079 0.0012060225478461853 0.0013270236750247966 0.0018913914566331125 0.0010766080361341883 0.0012215195860002118 0.0017403463249738849 0.0012339036299528622 0.0011282039806519983 0.00104866212007515 0.0013768173220920499 0.001256004457167316 0.001029485440328104
leaf_count=79 90 216 428 237 125 101 211 338 109 244 760 183
internal_value=0 8.98673e-05 -5.57355e-05 0.00117658 -0.000304095 -6.33711e-05 0.000930859 -0.00044589 -6.36961e-05 -0.000451125 -0.000900717 -0.00174033
internal_weight=0 0.01556 0.01433 0.00240363 0.0119263 0.0107048 0.00297425 0.00773056 0.00660236 0.0055537 0.00417688 0.00228549
internal_count=3121 3031 2952 453 2499 2374 312 2062 1724 1615 1371 943
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=12
num_cat=0
split_feature=132 42 40 160 474 0 48 3 51 3 0
split_gain=6.79884e-05 9.55874e-05 0.000114767 0.000148468 0.000274597 0.000170202 0.000168621 0.00018699 0.000152387 0.000131483 8.18684e-05
threshold=0.080640000000000017 -1.0000000180025095e-35 -0.0067649999999999993 -1.0000000180025095e-35 0.084660000000000027 0.11070500000000001 0.092150000000000024 -0.074084999999999998 0.08955500000000001 0.096675000000000011 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 10 -8 -9 -5
right_child=-2 2 3 5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.0011966588300883006 0.0011203210553739243 0.001441349481564015 -0.0026074522746358845 0.0010440110128186234 0.00088256466638714692 -0.0016055195924771265 -0.0019802776181173363 -0.0009769294169190007 0.00068752786020449764 0.0012709564793580599 0.0028328565740187378
leaf_weight=0.001923079876554234 0.0013450565184685284 0.001447713803487711 0.0015612042490551975 0.0014315511517901973 0.0010198167016008397 0.0012503022441630049 0.0012302412516374817 0.001603305927304702 0.0011184866472562227 0.0012807103688414756 0.0013699414299432888
leaf_count=700 327 249 528 573 170 91 97 172 47 108 59
internal_value=0 -0.000106529 5.09379e-05 -0.000118706 -0.00122847 0.000189799 0.00046919 0.000956258 -0.000709843 2.12934e-05 0.00191876
internal_weight=0 0.0152364 0.0133133 0.0118656 0.00258102 0.00928454 0.00803424 0.00568551 0.00234873 0.00288402 0.00280149
internal_count=3121 2794 2094 1845 698 1147 1056 912 144 280 632
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=13
num_cat=0
split_feature=15 42 484 1 150 43 43 43 150 16 16 15
split_gain=6.56344e-05 0.00011804 9.99852e-05 0.000162989 0.000165125 0.000104265 0.000144881 0.000238537 0.000136131 0.000153846 0.000190916 0.000131881
threshold=0.097485000000000016 0.10256000000000001 -0.0068949999999999992 0.13686500000000004 0.11456000000000001 -0.20207499999999998 -0.090869999999999992 -0.074359999999999996 0.081835000000000019 -0.008904999999999998 0.15891500000000003 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 11 -11 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10 10 -12 -13
leaf_value=-0.0014797543829354334 -0.0013169197959274714 -0.0018176212594126137 0.0019576171963364706 0.0023921683629030176 -0.0018446967818860616 -0.0018171146013603433 0.0025589212501041262 -0.00014007011257528338 0.0017822293811723758 0.0021896856953360906 -0.00099315381903330611 -0.0024723790973362764
leaf_weight=0.0010565686726114474 0.0011840355651658576 0.0010056575871364446 0.0012535307322107973 0.0012040843716856217 0.0012263649928976337 0.0010693111134408321 0.0014637130921075535 0.0017816298460375012 0.0011797605517194221 0.0013431437424178284 0.0011815373091972198 0.0014807145053670479
leaf_count=422 330 270 109 116 96 230 409 174 92 109 180 584
internal_value=0 9.46418e-05 0.000229686 0.000366683 0.000163101 0.000392081 0.000185503 0.000439512 -5.77345e-06 -0.000370281 0.000700134 -0.00119866
internal_weight=0 0.015246 0.0142404 0.0131838 0.0119797 0.0107533 0.00949981 0.0084305 0.00696679 0.00578703 0.00252468 0.00326234
internal_count=3121 2791 2521 2099 1983 1887 1778 1548 1139 1047 289 758
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=22
num_cat=0
split_feature=13 13 1374 457 39 484 1213 42 133 43 4 4 1 151 43 0 1 47 12 0 12
split_gain=0.000384444 0.000657884 0.000338255 0.000454571 0.000446126 0.0003607 0.000270563 0.000250603 0.000299786 0.000490069 0.000349433 0.000467578 0.000362537 0.000396801 0.000306376 0.000246414 0.000171377 0.000168682 0.000206907 0.000106875 0.00010229
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 0.13507500000000003 -0.0068949999999999992 -1.0000000180025095e-35 -0.11051499999999999 0.088820000000000024 -0.083879999999999996 -0.033174999999999989 -0.0016099999999999997 0.094385000000000011 -0.00099499999999999979 0.070450000000000013 -0.070154999999999981 0.10089500000000001 0.093140000000000014 0.11903500000000002 -0.15090499999999998 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
left_child=-1 -2 -3 4 5 -4 -7 -8 9 15 14 -12 -13 -14 16 -9 -11 18 19 -15 -17
right_child=1 2 3 -5 -6 6 7 8 -10 10 11 12 13 17 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.00080087413851514437 0.0010082374750980663 -0.00072351151262909415 -0.00070706219238359565 0.00073901459681354712 0.00083456961570383119 -0.00069751495567093485 -0.00063435172961334924 0.00015729474230341431 -0.00057676445012822528 -0.0010408991095324795 0.00079785995204897475 -0.00075552947562160103 -0.00050756949986288918 0.0003856734509232272 0.00011092719314607955 0.00112933185385691 -0.00032330681799442955 -7.1248263274050164e-05 -3.6104805523792036e-05 0.00098538597924238453 0.00053275203912001132
leaf_weight=0.0010534750672963602 0.0011852837393442331 0.0011731648587520729 0.0015077019372004693 0.001480832083441185 0.0010299261660211547 0.0010262726239439043 0.0010278552607405058 0.0018796837973773517 0.0012874972345432436 0.0011420980012362318 0.0015151126573714679 0.0010502138780667985 0.0014848315275788337 0.0010163154964475318 0.0015076967177013456 0.0010358552051403782 0.0012770603571219397 0.001566720504555974 0.0010040764492558196 0.0011445805492696437 0.0010468264045613296
leaf_count=36 49 55 478 97 36 470 111 203 447 283 156 181 49 26 88 51 116 45 11 106 27
internal_value=0 2.82715e-05 -1.78133e-05 1.66378e-05 -3.07992e-05 -7.22141e-05 -2.43864e-05 1.19982e-05 4.89919e-05 9.73187e-05 -3.15359e-05 0.000117705 -2.41073e-05 9.94585e-05 -0.000365291 0.000510601 -0.000662086 0.000289947 0.000468746 0.000703328 0.000829471
internal_weight=0 0.0263896 0.0252043 0.0240312 0.0225503 0.0215204 0.0200127 0.0189864 0.0179586 0.0166711 0.0127087 0.00878185 0.00726674 0.00621652 0.00392686 0.00396237 0.00241916 0.00473169 0.00316497 0.0021609 0.00208268
internal_count=3121 3085 3036 2981 2884 2848 2370 1900 1789 1342 1061 574 418 237 487 281 399 188 143 132 78
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=24
num_cat=0
split_feature=160 133 1374 1213 1456 453 0 38 13 40 42 49 43 4 4 2 157 16 48 15 15 16 16
split_gain=0.000510388 0.000431879 0.000446886 0.000439113 0.000408532 0.000434397 0.000546016 0.000403891 0.000351203 0.000394525 0.000850159 0.000356119 0.000493852 0.000422715 0.000389103 0.000541094 0.000340201 0.000555127 0.000447794 0.0005992 0.000358131 0.000324983 0.00015803
threshold=-0.40698999999999991 0.10622000000000002 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.084835000000000008 -0.23438999999999996 0.051255000000000002 -0.12995999999999999 0.094245000000000009 -0.070064999999999975 -0.35136499999999998 0.09173000000000002 0.096015000000000017 -0.06266999999999999 -0.056919999999999991 0.085845000000000019 -0.10203999999999998 -0.0079099999999999986 -0.013024999999999998 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
left_child=-1 2 -2 -4 -5 6 -6 8 22 10 -10 12 14 -14 15 21 -15 18 19 -18 -21 -12 -8
right_child=1 -3 3 4 5 -7 7 -9 9 -11 11 -13 13 16 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-0.0010930112868271706 -0.00080125468616676647 -0.00078794586039186861 -0.00080138256703630941 -0.00076732014150222025 0.0012319267974269773 -0.00079272484936291645 0.00099497855833007823 -0.0007601383629718732 -0.0012563022345170505 0.0010814462038947292 0.00045314614171650851 0.00083320213094932962 -0.0009935059571781256 0.00078568477474661434 0.0010239661606146323 0.0010712896296820619 -0.00040930564338495685 -0.00090159964784999294 -0.00071963279946600858 0.0015450820279415607 0.00033805162401932798 -0.00064495336327748142 0.00023657766308257441
leaf_weight=0.001003329436547822 0.0013393044500844544 0.0014737236308765547 0.0011979428639061753 0.001096508464763917 0.0012550148070271583 0.0010162903010004767 0.0018841802658062711 0.0010331382455648344 0.0010439499051849146 0.0010295884261308777 0.0010729897521208898 0.0017914323070085661 0.0011632289744394246 0.0011407946426107438 0.0019234835518631976 0.0011245301834865717 0.0014268482925176478 0.0016627039007026468 0.0011407849780404877 0.001029195174802146 0.0013693264878314 0.0016121326421050216 0.0010081413384028792
leaf_count=240 52 414 404 200 47 68 116 51 74 34 149 180 127 53 119 84 52 120 39 23 231 232 12
internal_value=0 2.80739e-05 7.0476e-05 0.000113682 0.00015613 0.000197079 0.000239502 0.000184039 0.000229572 0.000151367 9.66509e-05 0.000182473 0.000102988 -0.000124297 0.000457123 0.000170926 5.83583e-06 -0.000128372 0.00013051 0.000384035 0.000855983 -0.000206147 0.000730632
internal_weight=0 0.0298352 0.0283615 0.0270222 0.0258243 0.0247278 0.0237115 0.0224564 0.0214233 0.018531 0.0175014 0.0164575 0.014666 0.00893288 0.00573314 0.00380965 0.00776965 0.00662886 0.00496615 0.00382537 0.00239852 0.00268512 0.00289232
internal_count=3121 2881 2467 2415 2011 1811 1743 1696 1645 1517 1483 1409 1229 645 584 465 518 465 345 306 254 381 128
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=13
num_cat=0
split_feature=14 147 48 48 51 1 4 1 52 52 3 16
split_gain=6.69583e-05 0.00010747 0.000120225 0.000150648 0.000148781 0.000118549 0.000276474 0.000180207 0.000157273 0.000242865 7.43487e-05 0.000129865
threshold=0.057600000000000005 1.0000000180025095e-35 0.12879500000000002 0.093265000000000015 0.08955500000000001 0.111945 0.23246000000000003 0.096125000000000016 -0.088204999999999992 -0.031059999999999997 -0.010424999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -10 11 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.0015683885089626782 -0.0011885477277406875 0.0012465209957572435 -0.0015723449702976773 0.0013162074439978194 -0.0016524577049272337 -0.00055594707878687622 0.0026501904925473017 -0.0018046863663302741 0.0025063118793865538 -0.0017581564442474557 0.00063344258633262439 0.00057649110351531692
leaf_weight=0.0010381281960463338 0.001008708515398026 0.001569927812213213 0.0010891262369570063 0.0018552704746133417 0.0012937290951140637 0.0012712286225635694 0.0011497587048764357 0.0013520695580987452 0.0010311827064500177 0.0011482148805718973 0.0018052854124119755 0.0010010829200473026
leaf_count=313 107 167 81 260 263 74 205 238 92 1148 70 103
internal_value=0 7.09408e-05 -6.05566e-05 6.66283e-05 -0.000142404 5.70053e-05 0.00096669 -0.000241577 0.000109264 0.000458582 -7.53762e-05 -0.000670743
internal_weight=0 0.015605 0.0140351 0.012946 0.0110907 0.00979695 0.00242099 0.00737596 0.00602389 0.00498577 0.00395458 0.0021493
internal_count=3121 3014 2847 2766 2506 2243 279 1964 1726 1413 1321 1251
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=12
num_cat=0
split_feature=132 42 40 160 474 151 42 52 4 48 16
split_gain=6.25604e-05 9.1948e-05 0.000101865 0.00013385 0.000225202 0.000154664 0.000125053 0.000134449 0.000245875 0.000281219 0.000120129
threshold=0.080640000000000017 -1.0000000180025095e-35 -0.0067649999999999993 -1.0000000180025095e-35 0.08401500000000002 -0.08317999999999999 0.091735000000000025 0.077655000000000016 0.053180000000000012 0.085485000000000019 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 8 9 -7 -10
right_child=-2 2 3 5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00099982318072792519 0.0009169166378311432 0.0011622906239455309 -0.0020917561946665487 -0.0014985168769938864 0.00063851849990984543 -0.002362198023669992 -0.00086044981321068954 0.0016050392892672447 0.0002620787859609175 0.00056211192501942164 0.0023416420210099161
leaf_weight=0.0019191582986975925 0.001348158006484911 0.0014503597395453408 0.0015130229336975188 0.0010022173530569453 0.0010002156807539242 0.0011513882654823615 0.0013915497805206956 0.0019323810377123163 0.0010945915947324636 0.001521753083852273 0.0011203905537785497
leaf_count=700 327 249 511 125 187 293 349 171 41 93 75
internal_value=0 -8.68342e-05 4.61289e-05 -9.19085e-05 -0.00100516 0.000157187 0.000359252 0.000608101 0.00021399 -0.000697461 0.00131397
internal_weight=0 0.015097 0.0131779 0.0117275 0.00251324 0.00921427 0.00821205 0.0068205 0.00488812 0.00267314 0.00221498
internal_count=3121 2794 2094 1845 698 1147 1022 673 502 386 116
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=12
num_cat=0
split_feature=376 1 2 43 47 3 4 48 15 3 16
split_gain=6.28415e-05 0.000105757 0.000139835 0.000138581 0.000247813 0.000246266 0.00020615 0.000181243 0.000217471 6.48512e-05 3.89669e-05
threshold=0.088470000000000007 0.077565000000000009 0.097220000000000015 -0.070064999999999975 0.092530000000000015 -0.077774999999999983 -0.033174999999999989 0.086035000000000014 -0.10203999999999998 -0.10831999999999999 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 6 -3 -5 8 -8 -4 -1
right_child=-2 3 9 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0012176542333499638 0.0014449671887049171 -0.0004287812604512884 0.0012613616246170767 -0.0020485426909440671 -0.002507806612372271 0.0028449024691994435 -3.2006536669706536e-05 -0.0009316307700446007 0.0029099531132196045 -0.00086146367190571697 -0.0028448936444306679
leaf_weight=0.0011126258292695488 0.0010111141182996266 0.0016336073004855622 0.0010354495460305202 0.0011327992558020639 0.0014141154900855213 0.001685717139216919 0.0017249579440499208 0.0015623342059898349 0.0019134029081815385 0.0010428402498418865 0.0010168980176803594
leaf_count=1059 64 272 30 387 138 264 146 77 145 386 153
internal_value=0 -0.000101772 -0.000912601 0.000206517 -0.000233586 0.00123376 0.000274192 0.000780123 0.00151516 0.000196174 -0.0019947
internal_weight=0 0.0152747 0.00420781 0.0110669 0.00774761 0.00331932 0.00633349 0.0052007 0.00363836 0.00207829 0.00212952
internal_count=3121 3057 1628 1429 893 536 755 368 291 416 1212
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=25
num_cat=0
split_feature=1374 1213 1456 133 11 4 12 146 159 52 132 133 448 475 42 150 151 43 13 16 4 4 2 4
split_gain=0.000436928 0.000432141 0.000405748 0.000404127 0.000398338 0.000442469 0.000382107 0.00067341 0.000290928 0.000388057 0.00028995 0.000319708 0.000299086 0.000422082 0.000267185 0.000212353 0.000283202 0.000204196 0.000388146 0.000386574 0.000290517 0.000469536 0.000182301 3.4912e-05
threshold=-0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 0.080455000000000013 0.40473500000000007 0.12757000000000002 0.085195000000000007 -0.21548999999999999 0.19022000000000003 0.079970000000000013 -0.080849999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11466499999999999 0.094365000000000018 -0.084129999999999996 -0.25681499999999996 0.0076650000000000008 0.22339500000000004 -0.029144999999999997 0.053180000000000012 0.11144000000000001 -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
left_child=-1 -2 -3 4 6 -6 7 8 -4 10 11 -10 -13 -14 -15 16 -16 -18 19 20 23 -22 -23 -19
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17 17 18 -20 -21 21 22 -24 -25
leaf_value=-0.00080059987553024676 -0.0007847285185817066 -0.00075176905094760942 0.00090386966292142919 -0.0006431237364971314 -0.00099901362914154744 0.0001772636416658008 0.00099026894949204541 -0.00090783011710858768 -0.00052291321720496936 -0.00063576435377973167 0.00081647203490044316 -0.00036881078503440588 -0.00055673081966916725 -0.00030501225473656551 -0.00032836065672865207 0.0009503355684082731 0.00088508534199613505 0.00081222521725882288 -0.00036724748496932188 -0.00029132443594620121 -0.00038973716474181223 0.0009411672501384253 0.00021819936913982776 0.0011580906854655754
leaf_weight=0.0012089075935861606 0.0011417342338157213 0.0010679901297696017 0.0010261812228579128 0.0012761457610881424 0.0011308332524442291 0.0011878354634404786 0.0010306532887462963 0.0010346385021264828 0.001137936243682274 0.0010287916648435971 0.0013400077080291109 0.0014324306142210483 0.0010183167330825036 0.0010557316023563921 0.0010301594411530344 0.0011532585783520241 0.0014214301426989104 0.0010306728832460976 0.001221641448492683 0.0010626308358254732 0.001066063560131174 0.0016616491972197278 0.0010194979282625305 0.0010855731365091393
leaf_count=55 491 258 81 346 128 42 49 27 271 133 149 88 216 45 105 61 22 28 50 82 123 77 61 133
internal_value=0 2.60534e-05 6.0959e-05 9.50617e-05 0.000134027 -0.000396416 0.000190298 0.00015071 0.000206046 0.000167886 0.0002145 0.000165305 0.000216628 0.00027728 0.000343587 0.000401851 0.000342173 0.000414358 0.000332237 0.000455614 0.000590981 0.000365835 0.000666261 0.000989644
internal_weight=0 0.0276618 0.0265201 0.0254521 0.0241759 0.00231867 0.0218573 0.0208266 0.019792 0.0187658 0.017737 0.016397 0.0152591 0.0138266 0.0128083 0.0117526 0.0105993 0.00956916 0.00814773 0.00692609 0.00586346 0.00374721 0.00268115 0.00211625
internal_count=3121 3066 2575 2317 1971 170 1801 1752 1725 1644 1511 1362 1091 1003 787 742 681 576 554 504 422 261 138 161
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=20
num_cat=0
split_feature=1374 457 484 1213 11 133 160 448 2 15 0 3 4 15 52 0 0 2 0
split_gain=0.000377961 0.000334013 0.000379273 0.000333753 0.000310788 0.000316951 0.000362149 0.000351501 0.000273512 0.000344494 0.000305072 0.000303138 0.000299373 0.000208995 0.000238635 0.00027986 0.000561813 9.28288e-05 8.10989e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.088215000000000002 0.10622000000000002 -0.22361499999999998 -1.0000000180025095e-35 0.097845000000000015 1.0000000180025095e-35 -0.15202999999999997 0.14121000000000003 -0.27825499999999997 -0.11713499999999999 -0.091869999999999993 -0.063634999999999983 -0.10607499999999999 0.081685000000000021 -0.033209999999999996
decision_type=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 5 6 -5 -8 12 10 -10 18 -9 -14 -15 16 17 -16 -12
right_child=1 -3 3 4 -6 -7 7 8 9 -11 11 -13 13 14 15 -17 -18 -19 -20
leaf_value=-0.00083070641043523556 -0.00072533005130569032 0.00077206050534670478 -0.00077607843087090637 -0.00055675459046212929 -0.00063372879997490843 -0.00065295038208912641 -0.00047913716944098433 -0.0005992231983558456 0.00012850181964841088 -0.00015880805909150963 0.00090044806687321908 0.0014570701323606209 -0.00030071676884003886 -0.00012491015636285967 0.0010641950082590367 0.0011358639324235344 -0.00029389033867626856 0.00046882549422015192 0.0003559209178808286
leaf_weight=0.0011336754407089691 0.0014708696613046487 0.0012224293156051216 0.0010178370902330361 0.0013649669381565746 0.0012260571595854577 0.0010600310069380217 0.001393972169276835 0.0010722063368540013 0.0015116468570304242 0.0012964923133997885 0.0010214568143565861 0.0013454293121801797 0.0013780771972488268 0.0018789615273027346 0.0012259838296131351 0.0010933273983502485 0.0018278041344639284 0.0010169339896535234 0.0013449037941484212
leaf_count=55 482 104 471 262 100 303 82 49 51 54 214 68 122 142 19 31 410 36 66
internal_value=0 2.95423e-05 -9.00519e-06 3.87216e-05 7.81044e-05 0.000122111 0.000165877 0.000222542 0.000283624 0.000513378 0.000680219 0.000904909 0.00012583 0.000218147 0.000319671 0.000481434 0.000305665 0.000794256 0.00059097
internal_weight=0 0.0247694 0.023547 0.0220761 0.0210583 0.0198322 0.0187722 0.0174072 0.0160132 0.00651993 0.00522344 0.00371179 0.00949329 0.00842109 0.00704301 0.00516405 0.00407072 0.00224292 0.00236636
internal_count=3121 3066 2962 2480 2009 1909 1606 1344 1262 453 399 348 809 760 638 496 465 55 280
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=13
num_cat=0
split_feature=11 2 3 49 3 43 2 3 52 160 13 3
split_gain=6.44077e-05 9.81727e-05 0.000361833 0.000197968 0.000127403 0.000119461 0.000176286 0.000170655 0.000297828 0.000135731 0.000191282 0.000104782
threshold=0.087830000000000005 0.11474000000000002 0.11924500000000002 0.0043850000000000009 0.13524500000000003 -0.072864999999999985 0.10097500000000002 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0097949999999999982 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 7 8 -7 -1 -11 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 11 10 -12 -13
leaf_value=-0.0013330327305266839 -0.0011307007116034395 0.0027972701859746846 -0.0005872806959412001 0.0016732405417000404 0.0011322903999985985 -0.0029186961754610317 -0.002518070850473121 0.0011976989911517005 -0.00088841102838865457 0.0020972405895234168 -0.00030230332256239473 0.0011520079898277589
leaf_weight=0.0010792684307383976 0.0010666016627161037 0.0012379856339548726 0.0016593317682151998 0.001257693925172069 0.0012262028271451406 0.0011922727017558785 0.0012334324374999595 0.0010296041145685386 0.0012982481882950914 0.0012055236838833666 0.0019550124122426783 0.0010001385661020327
leaf_count=308 121 291 143 498 57 194 129 69 777 266 224 44
internal_value=0 7.32429e-05 0.000858893 -0.000109189 -0.000308994 -0.00048584 -0.000930499 -0.000497302 -0.000997259 0.000117592 0.000612955 -5.26625e-07
internal_weight=0 0.0153747 0.00289732 0.0124774 0.0112197 0.0099935 0.0057537 0.00452026 0.00349066 0.0042398 0.00316054 0.00229839
internal_count=3121 3000 434 2566 2068 2011 1213 1084 1015 798 490 821
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=13
num_cat=0
split_feature=52 1 12 43 1 4 160 16 484 151 4 4
split_gain=6.68148e-05 0.000122867 0.000143712 0.000119214 0.000113501 0.000177167 0.00016469 0.000206334 0.00019795 0.000154267 0.000207713 8.75588e-05
threshold=-0.24164999999999998 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.094385000000000011 0.053925000000000008 0.086075000000000013 -0.083539999999999989 0.073690000000000019 -0.00099499999999999979 0.40473500000000007 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 11 7 -5 -9 -7 -11 -6
right_child=1 -3 -4 4 5 9 -8 8 -10 10 -12 -13
leaf_value=-0.00099674825437739696 0.0013746342284604854 0.0016044267235913667 -0.0015870266410805735 0.0012421719039594418 0.00059830226333535666 -0.0017284356431731677 -0.0022653354422266241 -0.001831972942815278 0.00072608962985003516 -0.001053650017515123 0.0018011547867297229 0.0025080687955199056
leaf_weight=0.0013927039007940309 0.0014908946779854113 0.0011104501866083675 0.0012187830871013142 0.0015641787674894204 0.0011637215750625041 0.0010813317563727054 0.0010084672611898049 0.0018445973983770379 0.0010745845893103401 0.0010917475248610753 0.0012018639099789369 0.0010036007545846104
leaf_count=374 128 158 103 573 227 78 176 823 215 86 133 47
internal_value=0 8.85305e-05 -3.39488e-05 0.000117178 -5.27255e-05 0.000425596 -0.00053544 -0.000146325 -0.000890321 -0.000253216 0.000442282 0.00148264
internal_weight=0 0.0148542 0.0137438 0.012525 0.0110341 0.00554227 0.00549183 0.00448336 0.00291918 0.00337494 0.00229361 0.00216732
internal_count=3121 2747 2589 2486 2358 571 1787 1611 1038 297 219 274
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=12
num_cat=0
split_feature=147 11 3 52 52 2 0 151 15 1 2
split_gain=5.70939e-05 0.000116138 0.000134165 0.000103303 0.00018142 9.95548e-05 0.000198241 0.00018246 0.00014635 0.000122528 3.3652e-05
threshold=0.089025000000000007 0.081005000000000008 -0.12018999999999998 0.15116000000000002 0.091275000000000009 0.11215000000000001 -0.10607499999999999 -0.0083949999999999979 -0.092489999999999989 0.095025000000000012 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 7 -4 -9 -8 -1
right_child=-2 -3 3 -5 -6 -7 9 8 -10 -11 -12
leaf_value=0.00047470790772178028 0.00079899076633243259 -0.0013660567192950656 -0.00077009799812872027 -0.0013477857307550719 0.0014200367074370989 -0.0011833164362099018 -0.0016457596029907956 0.00031301374913952597 0.0025212873406049428 2.898796350326696e-05 0.0015743407954640649
leaf_weight=0.0010429379605629849 0.0015351703673434072 0.0012464358413175622 0.0010525183270012617 0.0012480224386152783 0.0014480844291462911 0.001758926913953851 0.0015920830785868196 0.001136583999877927 0.0011635385600516938 0.0017644494000968042 0.0010907961454966753
leaf_count=107 124 178 70 347 306 306 1256 84 56 237 50
internal_value=0 -8.85309e-05 3.12135e-05 -0.000160988 -1.16207e-05 -0.000256441 -1.34441e-05 0.000739369 0.00143009 -0.000765385 0.00103686
internal_weight=0 0.0145444 0.0132979 0.0111642 0.00991618 0.0084681 0.00670917 0.00335264 0.00230012 0.00335653 0.00213373
internal_count=3121 2997 2819 2662 2315 2009 1703 210 140 1493 157
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=26
num_cat=0
split_feature=1374 1213 1429 133 14 160 38 1132 3 1374 150 484 160 151 133 39 42 15 16 13 4 0 47 160 457
split_gain=0.000496056 0.000525514 0.000565234 0.000470266 0.000441208 0.000465426 0.00046932 0.000477341 0.000536726 0.000560272 0.000490054 0.000476063 0.000368916 0.000652203 0.000530992 0.000372512 0.000421362 0.000329731 0.000351184 0.000424435 0.000270825 0.000261703 0.000264733 0.000140856 8.6896e-05
threshold=-0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 0.076175000000000007 -0.40698999999999991 0.084835000000000008 -1.0000000180025095e-35 0.16158000000000003 0.084595000000000017 0.095565000000000011 -0.0068949999999999992 -0.027994999999999996 -0.090369999999999992 -0.069129999999999983 0.090880000000000016 -0.086739999999999998 -0.052074999999999989 0.22339500000000004 -0.084034999999999985 -0.093124999999999986 -0.08824499999999999 0.092530000000000015 -0.089744999999999978 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
left_child=-1 -2 -3 4 5 -4 7 -7 9 10 11 -9 23 -14 -15 16 -16 21 19 -19 -21 22 -18 -13 -12
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 24 12 13 14 15 -17 17 18 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00086704603297504718 -0.00087215994064672572 -0.0010221304249911245 -0.00078598042509474796 -0.00070935400716462137 -0.00056667284957585872 -0.00072559756023159031 -0.00064883566885144586 -0.00060976581474808807 0.0010697631784584594 -0.00082991715957782188 0.00067683831618482238 0.00038823336991123297 -0.00081483765702596554 -0.0005752580872773449 -0.00055790641696351314 0.0012380349018799334 0.00084192379966595613 0.0010020406851671785 -0.00052037532106289351 0.00045853548821548831 -0.00046355154100068607 0.0012420652907311818 -0.00012463693206366224 0.0010930590549075318 0.00127636268165273
leaf_weight=0.001437968402949962 0.001381259176873483 0.0010224561718086269 0.0010341589790330277 0.0015015829950556494 0.0018087178371537496 0.0010070860442531462 0.001273720965036417 0.0013883502122647709 0.0019310654183311007 0.0010075566134111194 0.0010594774152323785 0.0010465871342779653 0.0012696454006508881 0.0013712846988445668 0.001089028653527003 0.0010694140810329497 0.0015711295672098391 0.0015605119198305257 0.0012239612987752224 0.0015386589107930703 0.0012957455661655399 0.0014628478303748615 0.0010399487848928857 0.0015585586369617479 0.0010761597944295431
leaf_count=55 491 154 170 366 77 18 52 331 127 70 81 99 69 249 65 66 52 58 72 32 128 86 31 91 31
internal_value=0 2.48092e-05 6.45093e-05 0.000101317 0.000143755 0.000191568 0.00023069 0.000276291 0.000319117 0.000252098 0.000304965 0.000227101 0.000295057 0.000202507 0.000300194 0.000401491 0.000318517 0.000416987 0.000183606 0.000379662 3.70042e-05 0.000738871 0.000456959 0.000809904 0.000978942
internal_weight=0 0.0325889 0.0312077 0.0301852 0.0286836 0.0268749 0.0258407 0.024567 0.0235599 0.0216289 0.0206213 0.0184857 0.0170973 0.0144922 0.0132225 0.0118512 0.0107818 0.0096928 0.00561888 0.00439492 0.0028344 0.00407393 0.00261108 0.00260515 0.00213564
internal_count=3121 3066 2575 2421 2055 1978 1808 1756 1738 1611 1541 1429 1098 908 839 590 524 459 290 218 160 169 83 190 112
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=22
num_cat=0
split_feature=1374 457 484 13 13 1213 160 4 4 148 15 457 51 474 3 1 43 0 2 15 16
split_gain=0.000426239 0.000438319 0.000428325 0.000617832 0.000495774 0.000342406 0.000269584 0.000261565 0.000321261 0.000261096 0.00033112 0.000286926 0.000367526 0.000376281 0.000276122 0.000319044 0.000340349 0.000323833 0.000316066 0.000300499 0.000216048
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.24498999999999996 -0.49013999999999996 -0.39518999999999993 -0.082084999999999977 0.084050000000000014 -0.0029299999999999994 0.012085000000000002 0.086515000000000009 0.10893000000000001 0.13686500000000004 -0.074359999999999996 -0.084044999999999995 0.090545000000000014 -0.10203999999999998 -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
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9 -10 11 -11 13 14 15 16 17 -13 19 -18 -14
right_child=1 -3 3 4 5 6 7 8 9 10 -12 12 20 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.0008833643010471516 -0.00075553265699162186 0.00084567580322131709 -0.0010748038730481245 0.0010488976893702413 -0.00078683557010280649 -0.00063636005871435725 -0.00050475968715528365 0.0009869998345976602 -0.00060426116950046654 -0.00046135429619716182 -0.0003952211471951118 6.1124486986233268e-06 0.001300926672777037 0.0010604008575220967 -0.00047058779452728794 0.00090432601479718572 -0.0010716577929595903 0.00097326957716021211 0.00037618481708786124 -4.7650419513082441e-05 0.00036730816630883845
leaf_weight=0.0011529134605972038 0.0015764515228757622 0.0014106699152012228 0.0010419153259082449 0.0011437173994124318 0.0010402318017369008 0.0010783517776280496 0.0013480084299608485 0.0010127098489078811 0.0010179340539746553 0.0011463222503058654 0.001994707367397929 0.0016051629707265419 0.0011796609461722785 0.0010205423291702606 0.0015171695906601732 0.0012700648492918187 0.0011389730668412978 0.0014597693849058898 0.0013955910644609104 0.0014240881581949688 0.0010211589255377804
leaf_count=55 482 104 32 42 470 230 124 28 55 116 466 162 41 118 44 51 54 135 142 93 77
internal_value=0 3.93925e-05 -5.32973e-06 4.4245e-05 9.53516e-05 4.50256e-05 8.69703e-05 0.000126864 0.000173637 0.000125722 0.000171667 0.00025142 0.000314116 0.000201626 0.000112295 0.000218922 9.49818e-05 0.000466751 -0.000192855 -0.000502699 0.000867737
internal_weight=0 0.0268432 0.0254325 0.0238561 0.0228142 0.0216704 0.0206302 0.0195519 0.0182039 0.0171911 0.0161732 0.0141785 0.0130322 0.0108314 0.00981082 0.00829365 0.00702358 0.00306493 0.00395865 0.00256306 0.00220082
internal_count=3121 3066 2962 2480 2448 2406 1936 1706 1582 1554 1499 1033 917 799 681 637 586 297 289 147 118
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=24
num_cat=0
split_feature=1213 133 1374 44 13 1374 150 3 132 48 2 151 49 49 4 1 3 1 52 4 1 2 43
split_gain=0.000380929 0.000344847 0.000373174 0.000415542 0.000428343 0.000365448 0.000538081 0.000623037 0.000484946 0.000316793 0.000477388 0.000292236 0.000560172 0.000346823 0.0002158 0.000450698 0.000261952 0.000512863 0.000628244 0.000334245 0.000368998 0.000328189 0.000115391
threshold=-1.0000000180025095e-35 0.10622000000000002 0.086000000000000007 1.0000000180025095e-35 -0.47860499999999995 -0.094929999999999987 0.081835000000000019 0.090900000000000009 0.081465000000000024 -0.032929999999999994 0.092235000000000025 -0.0096649999999999982 -0.00064499999999999985 0.093655000000000002 0.24564500000000003 0.111945 0.10732000000000001 0.13021500000000003 -0.0064899999999999992 -0.080924999999999983 0.095285000000000022 0.086950000000000013 -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
left_child=-1 2 3 4 -2 -6 8 9 11 -8 -11 12 -7 14 16 -16 17 18 -13 21 -21 -20 -23
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 22 -24
leaf_value=-0.00081054236977517601 0.00087146706598717569 -0.00070554949952847173 -0.00077848544625502586 -0.00072654955553422967 -0.00065364407262481653 -0.0013164347705826268 0.00078220751941821096 0.0013656705332273677 0.00094758865459028147 -0.00072136418899031141 0.00056228831862847504 -0.0011047012593024847 0.00017580918313371788 0.00078301453477623356 -0.0003994988840298558 0.00070625681698776839 -0.00070944165476164768 0.00076701197566778187 0.00096502888368641933 -0.00099236442863726644 0.00016228441330220789 -0.00036743921432505277 0.00032436459532212797
leaf_weight=0.0012102300552527248 0.0015612597447147705 0.0013148900430089974 0.0010880882789268123 0.0012552416566791172 0.0013458749301804565 0.0010548827413960349 0.0014174249826002239 0.0014060921269667404 0.0010838759997157657 0.0012356011637869582 0.0012242019179007357 0.001357899780305147 0.0010812224212202173 0.0011523765104944914 0.0012879895730293365 0.0019930856298421284 0.0015480160653993389 0.0013435050389034586 0.0010780912835475168 0.0011703981104279693 0.0011794811172700648 0.0010433072421491829 0.0010044471866126337
leaf_count=491 65 373 80 58 52 166 46 55 122 114 76 363 59 205 35 142 29 14 132 305 72 19 48
internal_value=0 2.35725e-05 5.79199e-05 9.18475e-05 0.000132024 8.39374e-05 0.000127742 0.000534894 3.96227e-06 0.000233609 -8.25123e-05 -5.8805e-05 -0.000561113 1.69781e-05 -5.08943e-05 0.000272191 -0.000159897 -5.58625e-05 -0.000217641 2.33655e-06 -0.000412808 0.000314425 -2.81015e-05
internal_weight=0 0.0292273 0.0279124 0.0268243 0.025569 0.0240078 0.0226619 0.00528332 0.0173786 0.00387723 0.0024598 0.0162947 0.00213611 0.0141586 0.0130062 0.00328108 0.00972515 0.00817713 0.00683362 0.00547572 0.00234988 0.00312585 0.00204775
internal_count=3121 2630 2257 2177 2119 2054 2002 291 1711 236 190 1589 225 1364 1159 177 982 953 939 576 377 199 67
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=13
num_cat=0
split_feature=14 157 14 13 52 1 49 2 4 2 3 2
split_gain=7.24959e-05 8.96212e-05 0.00012838 0.000111547 0.000255239 0.000210705 0.000173083 0.000151925 0.000124905 0.000125659 0.000111706 7.8928e-05
threshold=0.062655000000000016 -0.077384999999999995 -0.10708499999999999 -0.084034999999999985 0.10744000000000002 0.10752500000000002 -0.081604999999999997 0.11093500000000002 0.0061450000000000003 0.092120000000000021 0.0068900000000000012 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 11 -5 8 9 -8 -10 -4
right_child=-2 2 3 4 -6 -7 7 -9 10 -11 -12 -13
leaf_value=0.0011857466100136202 -0.0012608060283023287 -0.0015978430646036886 -0.00080321858499806168 0.0011574995649095636 0.0015664632985358863 0.0026280174952765653 -0.0025485784957299082 -0.0024279767377645553 -0.00067839651327385848 -0.00022934136649504607 0.0012639879955547181 0.00081201967166251692
leaf_weight=0.001534451318204789 0.0010072094567497017 0.0011412159338418668 0.0012699364447833561 0.0011313489734851049 0.001566968461564254 0.001048026489295889 0.0010959662734937358 0.0012180137974391464 0.0016324553206459036 0.001086349243746329 0.0011994943556317139 0.0015923336360390561
leaf_count=366 104 112 460 104 324 164 707 224 226 206 34 90
internal_value=0 7.71052e-05 -4.45615e-05 9.34842e-05 -0.000204553 0.000774162 -0.000581423 -0.00089709 -0.000525223 -0.00139407 0.000144316 9.53682e-05
internal_weight=0 0.0155166 0.0139821 0.0128409 0.0089306 0.0039103 0.00736363 0.00623228 0.00501427 0.00218232 0.00283195 0.00286227
internal_count=3121 3017 2651 2539 1825 714 1501 1397 1173 913 260 550
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=23
num_cat=0
split_feature=1213 13 13 1374 457 484 132 0 15 15 39 4 52 52 15 47 1 16 16 1 15 4
split_gain=0.000373567 0.000335105 0.000443012 0.000280726 0.000395851 0.000446675 0.000258733 0.000358508 0.000269701 0.000442828 0.000664261 0.000311782 0.00029834 0.000268031 0.000315824 0.000242605 0.000338886 0.000271231 0.000279802 0.000170584 0.000157639 0.000122947
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.080640000000000017 -0.036484999999999997 -0.03241999999999999 -0.016799999999999995 0.08456000000000001 -0.27825499999999997 0.10024500000000001 0.084960000000000022 0.084050000000000014 0.086380000000000012 0.13146500000000003 0.051380000000000002 -0.094359999999999986 0.11507500000000002 -0.10653 -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
left_child=-1 -2 -3 -4 5 -5 8 -8 15 -10 11 12 -11 14 21 17 20 18 19 -7 -17 -13
right_child=1 2 3 4 -6 6 7 -9 9 10 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00079322812342806019 -0.00073035858475064956 0.00090440700172768698 -0.00064364175290027774 -0.00074436592022336266 0.00075945074462877222 0.000853376897066668 -5.3303042791740665e-05 0.001123318196296394 -0.0010640850163947339 -0.0011027807020504517 0.00099558765227092698 0.00088186970425764273 -7.3882256673664943e-05 -0.0005837104568846385 -0.00036439929175448505 -2.8216162199832483e-05 0.000546339807697956 0.0010289406306506967 -0.00023772629943512116 0.00010864195942950654 -0.00064487138037538341 0.00019809568023418844
leaf_weight=0.001190797293748074 0.0011522978782760864 0.0012001281898312835 0.0012501219965024282 0.001520537605694274 0.0015065764023205466 0.0013823617372374919 0.0010633406424134795 0.0010499409059629974 0.0010130734102895495 0.0013002237887391691 0.0010528316590039388 0.0010472908015568549 0.0010306924650587135 0.0012163102795708647 0.0012815789064524186 0.0018810154784978383 0.0013211900104823648 0.0010452677196084448 0.0016710292487910269 0.0011490066241145735 0.0015366115171064898 0.001099884919322688
leaf_count=491 35 49 55 460 95 141 153 46 54 109 38 32 24 320 222 91 25 157 203 103 105 113
internal_value=0 2.37481e-05 5.63922e-05 1.6354e-05 5.04921e-05 3.36071e-06 5.71383e-05 0.000531277 4.48062e-06 -0.000174227 -6.19454e-05 -0.000221551 -0.000647819 -7.64747e-06 0.000196704 0.000166285 -6.7986e-05 0.00037784 0.000215891 0.000515336 -0.000305473 0.000531608
internal_weight=0 0.0277713 0.026619 0.0254189 0.0241688 0.0226622 0.0211417 0.00211328 0.0190284 0.00904189 0.00802881 0.00697598 0.00233092 0.00464506 0.00342875 0.00998648 0.00473882 0.00524767 0.0042024 0.00253137 0.00341763 0.00214718
internal_count=3121 2630 2595 2546 2491 2396 1936 199 1737 912 858 820 133 687 367 825 221 604 447 244 196 145
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=13
num_cat=0
split_feature=4 42 52 12 0 2 49 15 47 3 3 0
split_gain=7.58574e-05 9.54855e-05 0.000114023 0.000123361 0.000113954 0.000290315 0.000153847 0.00030163 0.000115792 5.03353e-05 0.000113694 1.8869e-05
threshold=0.27287000000000006 0.092620000000000022 -0.088204999999999992 1.0000000180025095e-35 -0.074229999999999977 0.10097500000000002 -0.006494999999999999 -0.088749999999999982 0.086380000000000012 0.10893000000000001 -0.14847999999999997 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 7 -4 -8 10 -2 -6
right_child=9 -3 4 -5 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-1.2129773311981084e-05 -6.5429078845143454e-05 -0.0010142065047442426 0.00056897266656189937 -0.0018897878304673973 0.0021627537638358387 -0.00055016619801060828 0.0010404669730534374 -0.0025239538910892794 -0.0005540494097160851 -0.00017941260337709153 0.0018554285073931595 0.0013884959864316811
leaf_weight=0.0014368690709369867 0.001001440939373488 0.0018295371458980922 0.0010376856405138191 0.0010162093358890567 0.0010217149407545359 0.0016340154587113909 0.0019159949265889764 0.0011103288236725831 0.001300713142896287 0.0010125743793656383 0.0010999488965205131 0.0011250740267083614
leaf_count=158 62 526 93 400 88 115 1026 183 124 119 171 56
internal_value=0 -0.000138486 -3.52137e-07 -0.000789966 0.000211444 0.000759864 -0.000175057 -0.00102979 0.000395706 0.000576013 0.000940022 0.00175699
internal_weight=0 0.0134281 0.0115986 0.00245308 0.00914553 0.0037808 0.00536472 0.00214801 0.00321671 0.00311396 0.00210139 0.00214679
internal_count=3121 2769 2243 558 1685 259 1426 276 1150 352 233 144
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=14
num_cat=0
split_feature=43 43 15 47 1 16 42 475 43 52 1 16 16
split_gain=6.65849e-05 0.000118525 0.000126932 0.000105073 9.6873e-05 0.000127682 0.000105879 0.000190165 0.000160434 0.000108825 0.000101772 0.000177583 0.00015324
threshold=0.18116500000000002 0.093175000000000022 0.091650000000000023 0.13148500000000005 0.11323000000000001 -0.36241499999999999 -0.0060199999999999993 -1.0000000180025095e-35 -0.072534999999999988 0.085175000000000015 0.094465000000000007 -0.088909999999999989 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 9 -9 12 -12 -10
right_child=-2 -3 -4 -5 5 -7 7 8 10 -11 11 -13 -14
leaf_value=-0.0015389310778367755 -0.00128901584802371 0.001819425105712839 -0.0018200550383590155 -0.0014567800007752607 -0.00023848314875970629 0.002029278532475805 -0.0016895096463416905 0.0028667750851669896 0.00045668117142158435 0.0006201633895532284 -0.00061078334224862196 0.0023166986970428322 -0.0021856623235592407
leaf_weight=0.0011061523932474502 0.0010347952696203163 0.0010039437615319566 0.0010180038049252419 0.0010942505935379607 0.0011599723632706171 0.0016394990444617017 0.0012592439095668335 0.0010631539799399216 0.0012675494613424466 0.0013254955536980972 0.0012227019543189499 0.0010571952401932094 0.0011412305164130755
leaf_count=573 208 100 435 53 148 188 373 352 110 113 61 71 336
internal_value=0 8.18465e-05 -3.9679e-05 9.62215e-05 0.000235034 0.00108962 -1.83243e-05 0.00018344 0.000516687 0.0016201 -4.5446e-05 0.000746699 -0.000795207
internal_weight=0 0.0153584 0.0143544 0.0133364 0.0122422 0.00279947 0.00944272 0.00833657 0.00707733 0.00238865 0.00468868 0.0022799 0.00240878
internal_count=3121 2913 2813 2378 2325 336 1989 1416 1043 465 578 132 446
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=12
num_cat=0
split_feature=1 0 42 159 4 15 47 3 3 0 13
split_gain=6.42015e-05 0.000190001 9.56814e-05 9.40584e-05 0.000100093 0.000163068 0.0001288 0.000221659 0.000174732 0.000278502 7.6138e-05
threshold=0.077565000000000009 -0.084044999999999995 0.084145000000000011 0.076905000000000015 -0.064054999999999987 -0.016799999999999995 0.086380000000000012 0.095270000000000007 -0.13309499999999996 -0.15090499999999998 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -2 6 8 -8 -6 -10 -3
right_child=3 2 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0022896244841215862 -0.0011176083907900472 -0.00048371173394885016 -0.0012209951426206665 0.0013229773432176554 -0.001151557647354743 0.00152948690953025 0.00010795688711913291 -0.0025913032663910343 -5.1243730484843327e-05 0.0030233430928302274 0.0011457778963771354
leaf_weight=0.0010113823014451335 0.0014695518306538655 0.0010715809730186257 0.0010015527937236035 0.0014316641071747413 0.0010924381952719404 0.0017114564227784217 0.0019341455937602753 0.0010555548084454358 0.0018015169045709784 0.001044852825347024 0.0016117216183573488
leaf_count=815 433 19 384 299 59 148 177 53 102 214 418
internal_value=0 -0.00047064 2.86165e-05 0.000186419 2.54646e-05 0.000219887 -0.000103606 -0.000845054 0.000459181 0.00107738 0.000495039
internal_weight=0 0.00469624 0.00368486 0.0115412 0.0101095 0.00863996 0.00692851 0.0029897 0.00393881 0.00284637 0.0026833
internal_count=3121 1636 821 1485 1186 753 605 230 375 316 437
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=13
num_cat=0
split_feature=484 4 150 12 12 3 12 52 48 43 16 3
split_gain=6.47128e-05 9.63928e-05 7.89899e-05 8.58484e-05 0.000102764 0.000151728 0.000188144 0.000124614 0.000112681 0.000120844 6.42921e-05 4.88264e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.10418000000000001 0.098810000000000023 0.09202500000000001 0.095270000000000007 0.084100000000000022 -0.018574999999999998 0.083985000000000018 -0.083684999999999996 -0.51370499999999997 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 9 -2 -3 -11
right_child=1 10 -4 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.0015267397333763237 0.0021017071852268334 0.00035533123492783014 -0.0018371375268430206 -0.0012532321762423863 0.0019394926320370979 0.00011456359956166261 -0.0016861956216840581 -0.0030552196921921119 0.0029468340745276043 -0.0014497300300944467 0.0023259435949601879 0.00056603247598326545
leaf_weight=0.0011004286165655413 0.0013155234404360616 0.0016806354556496567 0.0010667971056685941 0.0018714623760569824 0.0013402206789492757 0.001026672816333285 0.0012553250666949844 0.0010728968510598236 0.0011223731934976167 0.0010028451240609026 0.0012006683962897261 0.0010307778605138651
leaf_count=503 100 113 118 348 392 86 840 50 156 110 245 60
internal_value=0 0.000107355 -0.000147133 1.62005e-05 0.000275368 -9.60187e-06 0.00053872 -0.00150522 0.00116334 0.00056565 0.00117651 -0.000428005
internal_weight=0 0.0149862 0.0121049 0.0110381 0.00916664 0.00782641 0.00572684 0.00209957 0.00447152 0.00334915 0.0028813 0.00203362
internal_count=3121 2618 2260 2142 1794 1402 1266 136 426 270 358 170
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=13
num_cat=0
split_feature=3 50 3 1 4 15 15 3 2 12 0 1
split_gain=6.81827e-05 0.000126423 9.84122e-05 9.38616e-05 0.000197233 0.000104779 0.000233704 0.000176508 0.000151193 0.000132286 7.43607e-05 7.25251e-05
threshold=0.13524500000000003 0.083640000000000006 -0.15447499999999995 1.0000000180025095e-35 -0.083854999999999985 -0.016799999999999995 0.035560000000000008 0.10542000000000001 0.090675000000000019 0.10345000000000001 -0.071924999999999989 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 11 -2 -5
right_child=10 -3 3 5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0013290205167863765 0.0018231859490656054 -0.0021279044183299049 0.00014952362712429616 -0.00027752697851872492 -0.0031638168246199095 0.0030884646372457401 -0.00083563000390002274 -0.0023744745796649967 0.0019091447951011067 0.0011977855555024754 -0.00029696596637264879 -0.0024905226585258452
leaf_weight=0.0017357097414780762 0.0014024339157904242 0.0010948375457472135 0.0016133888744706299 0.0010991325768563431 0.0010847237239090873 0.0011573819824076681 0.0010406102090871616 0.0011886435926804495 0.0013547479708103938 0.0011158515796032553 0.0010402824578250583 0.001041086414502207
leaf_count=180 132 556 303 112 1077 115 154 48 189 35 60 160
internal_value=0 -0.000170478 1.9148e-06 -0.000213452 -0.00118254 0.000113491 0.00123065 -0.000309913 0.000222319 -0.000479516 0.000920274 -0.00135401
internal_weight=0 0.0135261 0.0124313 0.0106956 0.00269811 0.00799745 0.00219799 0.00579946 0.00461082 0.00325607 0.00244272 0.00214022
internal_count=3121 2929 2373 2193 1380 813 269 544 496 307 192 272
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=13
num_cat=0
split_feature=1 0 3 16 133 43 52 1 16 47 14 15
split_gain=6.11493e-05 0.000108007 0.000216344 0.000129187 0.000118548 0.000120338 7.44866e-05 8.22698e-05 0.000190681 0.000229977 0.000226485 0.000141273
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 1.0000000180025095e-35 -0.018859999999999998 -0.24456499999999998 0.13686500000000004 -0.5315899999999999 0.093140000000000014 -0.10708499999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -2 8 -8 10 -10 -12
right_child=6 4 -4 -5 -6 -7 7 -9 9 -11 11 -13
leaf_value=-0.00057284950590384296 -0.00090799059928567654 0.0021693497952168369 0.00090930600598387206 -0.0027883351941157554 -0.00089601917725999603 -5.8378589954780173e-05 -0.0013212713921717811 0.0016845020839649277 -0.00069095959966939638 -0.0012997430438936317 0.0031511082659717469 0.0010019794809636884
leaf_weight=0.0011865489718114177 0.0010960545785381193 0.0010043973315794208 0.0010388038309194769 0.0012752516327947105 0.001336429936962924 0.0012981851158899715 0.0014323924438803814 0.0010657723611516706 0.0010726895572441553 0.0010842324388000701 0.0012310222312919561 0.0017017211005219135
leaf_count=653 152 47 48 1229 93 108 92 158 72 115 184 170
internal_value=0 -0.000334096 -0.00094011 -0.00172051 0.000248869 0.000913367 0.000269611 0.000439715 0.000236304 0.000674654 0.0012091 0.00190408
internal_weight=0 0.00713962 0.0035006 0.0024618 0.00363901 0.00230258 0.00868388 0.00758783 0.00652206 0.00508967 0.00400543 0.00293274
internal_count=3121 2178 1930 1882 248 155 943 791 633 541 426 354
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=20
num_cat=0
split_feature=124 123 133 42 484 1374 156 52 15 43 12 43 160 3 2 1 2 3 15
split_gain=0.000413048 0.000406173 0.00047699 0.000370347 0.000283231 0.000280018 0.000276343 0.000310825 0.000255814 0.000280028 0.000250847 0.000195483 0.000268768 0.00029222 0.000478176 0.000550412 0.000282734 0.000260926 0.000218888
threshold=0.10281000000000001 0.091310000000000016 0.10622000000000002 -1.0000000180025095e-35 -0.0068949999999999992 -0.094929999999999987 0.091255000000000017 -0.057699999999999994 -0.094549999999999981 -0.074359999999999996 -1.0000000180025095e-35 -0.15582499999999996 -0.091944999999999985 -0.13309499999999996 0.10855000000000002 0.10089500000000001 0.08622500000000001 0.048265000000000009 -0.020484999999999996
decision_type=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 7 8 -7 -10 -1 -9 -13 16 15 17 -14 -15 -16
right_child=-2 -3 -4 4 5 6 -8 11 9 -11 -12 12 13 14 18 -17 -18 -19 -20
leaf_value=-0.0010740602219880854 0.00078957614295492974 0.00083068718573623334 -0.00099549256594616423 -0.0005923810385050917 -0.0006449673523743339 0.0010783604496992323 -0.00042678729845547564 0.00049460623465465538 0.00076572968516602823 -7.3035378206208655e-05 -0.00017434485370600782 -0.00067899008759479728 -0.00086942275337343027 -0.00020621889156157967 6.1025782446545279e-05 0.0011626271823332349 8.2988661603064393e-05 0.00069708633761365673 -0.0007987322286592026
leaf_weight=0.0010833949000685905 0.0012626324608332453 0.0010324179833310345 0.0011176473080943264 0.0014262407880255281 0.0010662809464534453 0.0011221477689140613 0.0017838130367813223 0.0017215331068083364 0.0014293118244590453 0.001880278114125381 0.0015180032552498937 0.0011415846456306637 0.0011844368887778903 0.0018457137972891623 0.0014633115209656822 0.0015854788757226901 0.0013730381940106895 0.0010090317140338811 0.0010288936941345028
leaf_count=79 39 95 410 381 50 72 196 53 182 127 610 253 22 306 78 71 43 18 36
internal_value=0 -4.71037e-05 -8.36752e-05 -4.06074e-05 2.21932e-05 6.68348e-05 0.000107709 0.000164513 0.000489022 0.000289202 -0.000549046 4.80933e-05 -2.42095e-05 5.45571e-05 0.000206792 0.000487832 -0.000358099 0.000113061 -0.000293921
internal_weight=0 0.0258126 0.0247801 0.0236625 0.0210611 0.0196349 0.0185686 0.0167848 0.00443174 0.00330959 0.0026014 0.012353 0.0106315 0.0094899 0.00693243 0.00444022 0.00255748 0.00285475 0.00249221
internal_count=3121 3082 2987 2577 1888 1507 1457 1261 381 309 689 880 827 574 509 395 65 324 114
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=11
num_cat=0
split_feature=4 12 4 49 160 42 13 4 151 12
split_gain=6.68733e-05 0.00012318 0.000108651 0.000110911 9.06792e-05 0.000118707 0.000182981 0.000129003 8.32933e-05 0.000137651
threshold=0.24564500000000003 0.098810000000000023 0.08184000000000001 0.0093850000000000027 0.086075000000000013 0.084050000000000014 -0.0069799999999999992 -0.033174999999999989 -0.00099499999999999979 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2 -10
right_child=8 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.0018928147025500585 -0.00055368079790321244 -0.0013453809989896915 -0.0013304178385599686 0.0013177950143465891 -0.0010305209085167443 -0.00090745029832429037 -0.0010255341648162113 0.00083898180304892188 0.0019270197238380651 -5.5606252718764023e-05
leaf_weight=0.0014695239662574364 0.0011145926161628683 0.0016110336517574245 0.0011170088476242243 0.0014741883383834475 0.0015480971774737978 0.0014977275796756659 0.0014859055421688168 0.0015960751658573701 0.0014163922142480098 0.0014901950135768338
leaf_count=357 98 404 102 410 212 757 345 108 251 77
internal_value=0 -0.000175308 9.70674e-06 0.000174721 -4.70813e-05 0.000204597 0.00057053 -5.99513e-05 0.000504683 0.000910536
internal_weight=0 0.0117996 0.0101885 0.00907152 0.00759733 0.00604923 0.0045515 0.00308198 0.00402118 0.00290659
internal_count=3121 2695 2291 2189 1779 1567 810 453 426 328
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=23
num_cat=0
split_feature=1213 1374 457 484 133 133 44 39 42 43 4 0 1 47 15 52 4 0 49 4 15 3
split_gain=0.000378019 0.000406475 0.000420582 0.000496389 0.000373792 0.00032839 0.000294136 0.000376794 0.000360503 0.000276365 0.00033022 0.000322129 0.000304333 0.000647077 0.000318797 0.000274315 0.000371531 0.000294489 0.000229076 0.00022281 0.000328441 0.000216498
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 0.11593500000000001 -0.11051499999999999 -0.25681499999999996 -0.27825499999999997 0.11070500000000001 0.12811000000000003 0.10954500000000002 -0.094549999999999981 0.084960000000000022 -0.080924999999999983 -0.10474999999999998 -0.063424999999999981 0.0052350000000000009 -0.15914499999999995 -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
left_child=-1 -2 3 -3 5 6 7 8 -5 -10 11 -11 13 14 19 16 -16 18 -18 -12 -21 -7
right_child=1 2 -4 4 -6 21 -8 -9 9 10 12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23
leaf_value=-0.00082724105473582095 -0.00078593153028673154 -0.00074743410706885308 0.00080014070877593591 -0.00080603668061057592 -0.00071919095888977225 0.00020765255341027397 -0.00072233581232584141 0.00095633523552764361 0.00063257850463453215 -0.001087195001819381 0.0010297664042523964 5.26665812759697e-05 0.00063577347831461877 -0.0010985729073820444 0.00080709652100453399 -0.00074800481018340206 -0.00030719938332426076 -0.00068736105758231527 0.00065727363048994009 0.00067418055340116509 -0.00030157090060924205 0.0010706703559227653
leaf_weight=0.0011731125079147827 0.0012764714307458283 0.0017085825316904271 0.0015187402634049265 0.001011731164104023 0.0012188793851671811 0.0013265566944383189 0.0010025981526240449 0.0010029167549578935 0.0017773131510452336 0.0010388415771771442 0.0010305276102400224 0.0010664602570145121 0.0019939284966944129 0.0010022805250875519 0.001091222718410328 0.0010898866895535653 0.0010386694998487656 0.0013884543982502781 0.0010522227690046232 0.0016590146537196482 0.0013106690239499397 0.0011534406949533773
leaf_count=491 55 464 102 71 303 305 40 48 36 63 65 82 111 61 85 226 38 235 44 61 62 73
internal_value=0 1.70701e-05 5.57746e-05 1.04898e-05 6.61742e-05 0.000109614 4.62813e-05 8.78146e-05 3.81854e-05 8.9827e-05 2.44816e-05 -0.000509787 0.00011335 1.56591e-05 0.000131259 -9.12238e-05 6.53906e-05 -0.00016723 0.000178163 0.000446081 0.000243533 0.00060904
internal_weight=0 0.0277594 0.0264829 0.0249642 0.0232556 0.0220367 0.0195567 0.0185541 0.0175512 0.0165395 0.0147622 0.0021053 0.0126569 0.0106629 0.00966067 0.00566046 0.00457057 0.00347935 0.00209089 0.00400021 0.00296968 0.00248
internal_count=3121 2630 2575 2473 2009 1706 1328 1288 1240 1169 1133 145 988 877 816 628 402 317 82 188 123 378
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=12
num_cat=0
split_feature=484 4 47 42 43 16 16 2 2 4 16
split_gain=6.11016e-05 7.76789e-05 9.46462e-05 0.000133697 0.000210956 0.000281966 0.000200526 0.000177794 0.000156456 0.000121243 4.63326e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.10783500000000001 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 -0.008904999999999998 0.092120000000000021 0.092875000000000013 -0.0016099999999999997 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 9 -6 -3
right_child=1 10 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0013536059875307754 -0.0020907303359182128 0.00034350437392208119 0.0011409767034501923 0.0023929507136525915 0.0015946220474183309 -0.003122268509652251 -0.00017196501678416078 0.0032741520811408898 -0.001885843400918378 -0.00093502133225879206 0.001872733766505093
leaf_weight=0.0010843693023215089 0.0013072630361233442 0.0016770444105964899 0.0017783445809189677 0.0010601733856070448 0.0012932653246873578 0.0011347659651456954 0.0010263030321540053 0.0010521200486163784 0.0019731436425005078 0.0013374392105240385 0.0011652377290678343
leaf_count=503 723 113 110 59 483 242 203 100 224 116 245
internal_value=0 9.50398e-05 -0.000112948 -0.0003319 -7.28938e-05 -0.00040732 5.37255e-05 0.0015725 -0.000631929 0.000308562 0.000970436
internal_weight=0 0.0148051 0.0119628 0.0101845 0.00887721 0.00781704 0.00668227 0.00207842 0.00460385 0.0026307 0.00284228
internal_count=3121 2618 2260 2150 1427 1368 1126 303 823 599 358
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=23
num_cat=0
split_feature=124 43 123 133 42 1 160 50 151 13 2 1374 15 49 43 16 16 13 4 0 12 15
split_gain=0.000395887 0.00046037 0.000461642 0.000409014 0.000438313 0.000346421 0.00033892 0.000486979 0.000435875 0.000355414 0.000399182 0.000293423 0.000357983 0.0004332 0.000405328 0.000276306 0.000294457 0.00020864 0.000258505 0.000242313 0.00018322 0.000112324
threshold=0.10281000000000001 0.24789500000000006 0.088610000000000008 -0.085499999999999979 -1.0000000180025095e-35 0.10781 -1.0000000180025095e-35 0.020130000000000006 -0.090369999999999992 -0.036034999999999991 0.086675000000000016 -0.094929999999999987 -0.03241999999999999 -0.031119999999999998 -0.084004999999999982 0.16703000000000004 -1.0000000180025095e-35 0.11596500000000001 0.24564500000000003 -0.08824499999999999 0.078300000000000008 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
left_child=1 2 3 -1 5 -5 7 9 -8 -6 -11 -10 13 -13 21 16 20 18 19 -15 -16 -14
right_child=-2 -3 -4 4 6 -7 8 -9 11 10 -12 12 14 17 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00068868472986868086 0.0007098236811981304 -0.00092314591403032105 0.00088654096886086394 -0.0011019522771559707 -0.00073493089105399151 -7.5774017533862379e-05 -0.00066343558109402227 -0.0011911756847172291 -0.0005481733718647238 0.00081831671957686362 -0.00028376853886492208 0.00096160170302901627 0.00017418567475423086 -0.00041746345684349833 -0.00074842662136738404 -0.00085426972204406891 0.00041292362084046041 -0.00035712508520302575 0.00080106215499336933 0.00049261026592868087 2.8785033343512599e-05 0.00078840702895038915
leaf_weight=0.0013460955499522689 0.0013708984272753346 0.0010835484463563297 0.001039589661052275 0.0013567971261802111 0.0012000481333484525 0.001141816161267073 0.0013958825584490233 0.0010129851118660382 0.0010851716731821179 0.0010542042153121036 0.0015019531584981038 0.0019745458199456056 0.0012071085977889426 0.0010675521201088944 0.0011917966236509817 0.0010873991279787276 0.0014623868470669084 0.0010123280719600558 0.0014349802679587409 0.0011405081605919635 0.0010986842890358672 0.0010486143735306541
leaf_count=313 39 182 113 528 429 49 87 181 24 44 71 123 67 78 32 126 63 12 84 142 275 59
internal_value=0 -4.64621e-05 -9.72918e-06 -4.72683e-05 -8.94695e-05 -0.000633009 -2.47247e-05 -0.000346417 6.99391e-05 -0.0001186 0.000170751 0.000139057 0.000193389 0.000422761 -2.09173e-05 -0.000244909 -6.83458e-05 0.000194215 0.000347421 5.26082e-05 -0.000375618 0.000459718
internal_weight=0 0.026944 0.0258604 0.0248209 0.0234748 0.00249861 0.0209761 0.00476919 0.016207 0.00375621 0.00255616 0.0148111 0.0137259 0.00662991 0.00709599 0.00484027 0.00375287 0.00465537 0.00364304 0.00220806 0.00229048 0.00225572
internal_count=3121 3082 2900 2787 2474 577 1897 725 1172 544 115 1085 1061 439 622 496 370 316 304 220 307 126
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=13
num_cat=0
split_feature=376 4 160 15 4 0 0 3 13 0 15 42
split_gain=7.13307e-05 0.000112318 0.000173153 0.000168805 0.000158071 0.000115443 0.000119079 9.43377e-05 0.000209308 0.000158208 5.86548e-05 0.000142401
threshold=0.088470000000000007 0.0061450000000000003 0.088755000000000014 -0.018314999999999994 0.24564500000000003 -0.15350499999999997 -0.099059999999999995 -0.10023499999999998 -0.0093149999999999986 0.12113000000000002 -0.43375999999999998 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 9 -9 -8 -6 -12
right_child=-2 2 -4 -5 10 6 7 8 -10 -11 11 -13
leaf_value=-0.0022564735858439256 0.0013626646563777553 -0.0019225580434645193 0.002404433335965231 0.0014878322427438252 -0.00067256153986823347 0.0013375566599437643 0.0013245376998706252 -0.00018042560246178706 -0.0032453170728424657 -0.0014404072215510372 0.0020990074654793356 -0.00068146262817993545
leaf_weight=0.001003588636133034 0.0010181499724605794 0.0014743562422965262 0.0010136680792632302 0.0017070227960078732 0.0014392413206184562 0.0010435455825441023 0.0013639466127966229 0.00170361371540658 0.0010105912775818411 0.0010370423754353375 0.00106191255650466 0.0010358273048922118
leaf_count=85 64 291 115 97 140 154 158 1246 479 93 119 80
internal_value=0 -9.70413e-05 0.000348891 3.87497e-05 -0.000454854 -0.000578443 -0.000305002 -0.000640099 -0.00132159 0.000130294 0.000156944 0.00072606
internal_weight=0 0.0148944 0.00773203 0.00671836 0.00501134 0.00716233 0.00615874 0.00511519 0.0027142 0.00240099 0.00353698 0.00209774
internal_count=3121 3057 842 727 630 2215 2130 1976 1725 251 339 199
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=14
num_cat=0
split_feature=376 1 48 4 15 0 151 16 2 13 12 3 12
split_gain=5.82156e-05 0.000103175 0.000110377 0.000159856 0.000171001 0.00026524 0.000141757 0.000108642 9.83254e-05 8.27475e-05 3.84478e-05 3.58673e-05 2.72912e-05
threshold=0.088470000000000007 0.077565000000000009 0.12737000000000001 0.0061450000000000003 -0.095869999999999983 -0.10324499999999999 -0.016164999999999995 -0.13941499999999998 0.097220000000000015 -0.0013449999999999996 0.089795000000000014 -0.090809999999999988 0.085565000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 7 -6 -3 10 12 -8 -5 -10 -1
right_child=-2 2 -4 4 5 -7 9 -9 11 -11 -12 -13 -14
leaf_value=-0.00099695802600143998 0.0012102690847599368 0.0010148194213817744 -0.001417340980014808 0.0015746048063170418 0.0034713960802718615 0.00019839106504589667 -0.00020581506082718992 -0.00099079533002144988 0.00072203231383775087 -0.0022006250151625868 0.00015922579323555524 -0.00067700179526341403 -0.0022070769062661898
leaf_weight=0.0010115284951086193 0.0010118431167474981 0.0010650770397843132 0.0010631895339461303 0.0010442767157417265 0.0013608629067580758 0.0013490999897938227 0.0010427932326593789 0.0014709951419862866 0.0010049968159246969 0.0012522640567016446 0.0010563498215137024 0.0010006403872042519 0.0010283562901544988
leaf_count=430 64 192 67 158 91 104 412 114 59 252 39 357 782
internal_value=0 -8.6745e-05 0.000182195 0.000358576 0.000851188 0.001842 -0.000562336 9.94131e-05 -0.000798391 -0.00129425 0.000862848 2.40347e-05 -0.00160701
internal_weight=0 0.0147504 0.0107049 0.00964172 0.00628158 0.00270996 0.00336013 0.00357162 0.00404552 0.00229506 0.00210063 0.00200564 0.00203988
internal_count=3121 3057 1429 1362 506 195 856 311 1628 664 197 416 1212
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=19
num_cat=0
split_feature=51 39 3 47 50 15 131 132 2 2 0 15 43 43 48 0 3 16
split_gain=0.00029124 0.000575673 0.000459367 0.000448282 0.000339111 0.000325238 0.000265307 0.000369204 0.000288833 0.000280253 0.000288368 0.000249679 0.000279905 0.000323084 0.000239299 0.000589458 0.000283214 0.000137414
threshold=-0.40274499999999996 0.13507500000000003 0.30112000000000005 0.11893500000000001 0.083640000000000006 0.097485000000000016 0.087580000000000005 0.079970000000000013 0.11474000000000002 0.11215000000000001 -0.23091999999999999 1.0000000180025095e-35 -0.20207499999999998 -1.0000000180025095e-35 0.085700000000000012 0.010870000000000003 -0.13309499999999996 -0.056919999999999991
decision_type=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 7 8 9 10 -2 12 -12 -14 15 17 -17 -15
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19
leaf_value=-0.00072728852302179198 0.0007342874130743972 0.0010966868354010503 0.00093556557358600992 -0.00081329168479214969 -0.0006317241489268812 -0.00058051992243980297 -0.00060540889709545921 0.00084507986517711429 0.0006964778294613666 -0.00062090204873133429 0.00049607517723446268 0.00048478412649050377 -0.00074447067501721466 0.00085880999858852305 -0.00057050390585816364 -0.00096155202432288882 2.5518425173951431e-05 0.00023978104170905331
leaf_weight=0.0011352241604434257 0.0012978540829635616 0.0010248503975400771 0.0010285747412590576 0.0015619675648006473 0.0016962677964676423 0.0016187288409157388 0.0010675382970534988 0.0014568983213533717 0.0014663250958128473 0.0013243658654289456 0.0015252362272799589 0.0019858943330203918 0.001728179199053703 0.0014058925721514015 0.0014381755655866191 0.0011489034208160831 0.0013326293017312807 0.0016596739545772831
leaf_count=114 44 35 129 77 545 280 262 132 124 32 44 533 454 41 80 60 50 85
internal_value=0 2.67158e-05 -1.7602e-05 -5.89439e-05 -5.75521e-06 4.61511e-05 0.000100002 0.000142379 7.96222e-05 1.86992e-05 8.13408e-05 1.2019e-05 -7.96784e-05 -0.000180461 -4.09226e-05 9.63799e-05 -0.000431477 0.000523673
internal_weight=0 0.025768 0.0247431 0.0237145 0.0221526 0.0204563 0.0188376 0.01777 0.0163131 0.0148468 0.0135224 0.0122246 0.0102387 0.00871345 0.00698527 0.0055471 0.00248153 0.00306557
internal_count=3121 3007 2972 2843 2766 2221 1941 1679 1547 1423 1391 1347 814 770 316 236 110 126
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=12
num_cat=0
split_feature=3 50 132 0 42 0 51 47 1 2 1
split_gain=6.07943e-05 0.000108331 0.000106952 0.000132815 0.000141659 0.000189952 0.000140717 0.000148265 0.000150505 6.07413e-05 5.66405e-05
threshold=0.13524500000000003 0.083640000000000006 0.079970000000000013 0.12113000000000002 -1.0000000180025095e-35 -0.062294999999999996 -0.031924999999999995 0.09055500000000001 0.097115000000000021 0.11389000000000002 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -2 -7
right_child=9 -3 -4 -5 5 10 7 -9 -10 -11 -12
leaf_value=-0.0013410699724696394 0.001511382944286149 -0.0016182688885427623 0.0014594989584256425 -0.0015701253374641811 -0.00185974232980751 0.0022853292789209636 -0.00021080719687665837 -0.0013292111633082557 0.0018705497119857731 -5.1851017218651576e-05 0.00080950567610511587
leaf_weight=0.0014912911261807079 0.0011879239110417763 0.0010952661601243982 0.0011091156239968212 0.0013916074580644375 0.0010170180854671999 0.0010594476938937643 0.0019629988852139998 0.001197648783227423 0.0014809545254201584 0.0012284613080928986 0.0015654460738206352
leaf_count=553 59 556 252 107 248 80 654 116 169 133 194
internal_value=0 -0.00013291 -3.81361e-07 -0.000145386 5.74501e-05 0.000309227 -0.000199154 0.000164697 0.000684209 0.000716654 0.00140517
internal_weight=0 0.0133708 0.0122755 0.0111664 0.00977481 0.00828351 0.00565862 0.0046416 0.00344395 0.00241639 0.00262489
internal_count=3121 2929 2373 2121 2014 1461 1187 939 823 192 274
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=13
num_cat=0
split_feature=2 15 11 457 48 15 15 15 4 3 12 43
split_gain=5.86072e-05 0.000153144 8.3923e-05 0.000112078 0.000113153 0.000142493 0.000123243 0.000100098 0.000175376 0.000171467 0.000205918 8.83903e-05
threshold=-1.0000000180025095e-35 -0.10203999999999998 0.078340000000000007 -0.0029299999999999994 0.082620000000000013 -0.074054999999999996 -0.095869999999999983 -0.016799999999999995 0.24564500000000003 0.10542000000000001 0.084100000000000022 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 6 -6 8 -5 10 11 -9
right_child=2 -3 -4 4 5 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.00054208845173893058 -0.0015109484697250865 0.002052307511075665 -0.0013841619243822839 -0.0019520938989110394 0.00048348041006202839 -0.00050343125843805734 0.00271092503926755 0.0015974333796189069 0.00032402006635526927 0.0014855581182290683 -0.0017538634706688828 -0.00037972143937780765
leaf_weight=0.0010287332967027635 0.0010200555135774303 0.0010142069000578227 0.0010764609584501547 0.001576180961792505 0.0011612605555959138 0.001143585559618244 0.0010725197214926513 0.0010038543085890694 0.0014671351117949427 0.001652870065687928 0.0014204935987636134 0.0010265593697988944
leaf_count=93 241 106 179 535 184 94 140 52 223 67 1036 171
internal_value=0 0.000745886 -0.000114647 -5.70817e-06 0.000127524 0.000856659 0.00155296 -0.000174738 -0.000854815 0.000230783 -0.000370212 0.000597801
internal_weight=0 0.00204294 0.013621 0.0125445 0.0115245 0.00337737 0.00223378 0.00814709 0.00304332 0.00510378 0.00345091 0.00203041
internal_count=3121 199 2922 2743 2502 418 324 2084 758 1326 1259 223
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=22
num_cat=0
split_feature=14 13 13 132 130 160 3 1374 457 41 150 3 1 42 4 3 4 0 3 12 2
split_gain=0.000350216 0.000357457 0.000452409 0.000319227 0.000294889 0.000256048 0.000312806 0.000312949 0.000384715 0.000330311 0.000462129 0.000244377 0.00034423 0.000373685 0.000229493 0.00021994 0.000442801 0.000135601 0.000184965 8.97178e-05 5.7728e-05
threshold=0.076175000000000007 -0.53104499999999988 -0.23438999999999996 0.080640000000000017 -0.0015749999999999998 -0.22361499999999998 0.12745000000000004 -0.094929999999999987 0.091015000000000013 0.075585000000000013 0.088985000000000009 0.095270000000000007 0.104035 0.092145000000000019 -0.0016099999999999997 -0.03694999999999999 0.24564500000000003 0.12113000000000002 -0.098469999999999988 0.097575000000000009 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
left_child=1 -1 19 4 -4 -6 7 -7 9 10 11 12 13 14 17 16 -14 18 -9 -3 -5
right_child=-2 2 3 20 5 6 -8 8 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00071731567666168626 -0.0006392030060960788 0.00086111379068765927 -0.00066360067327699381 0.00030005612858762399 -0.00054691743103019164 -0.00060561680778194855 -0.00058259702811586643 0.0010599491065156721 0.00087235825797968834 -0.00055801560971343971 -0.00057714548175587374 -0.0002012170155968939 -0.00020432826786810854 -0.00060740956116853671 -0.00019088674625301495 0.0011935287857375392 0.00098772164198491249 4.4046673505917627e-05 0.00035179420993698501 0.00034254275604424971 0.00075608810204708793
leaf_weight=0.0010774511107349829 0.0014430480957678951 0.0013295847814742646 0.0012670939529408334 0.0010097793339508545 0.0014049368357779831 0.0010680469639225967 0.0013144244692959708 0.00101437668571191 0.0012224921992791673 0.0013116665906736111 0.0014116698514388135 0.0019186966878077536 0.0010379671681857161 0.0010120321453677139 0.0013844066572797162 0.0010302773338628779 0.0012375900312169286 0.0011204881516562182 0.0019576968705896647 0.0011080902496161116 0.0010017027820598545
leaf_count=34 101 107 261 166 266 50 39 69 75 75 113 77 104 329 219 119 35 54 703 24 101
internal_value=0 4.18474e-05 7.43539e-05 1.52463e-05 -3.44643e-05 6.52834e-06 4.96258e-05 9.93052e-05 0.000147384 8.59948e-05 0.000150354 0.000238029 0.000324073 0.000143977 0.000282818 0.000677582 0.000443983 0.000443059 0.000593489 0.000625388 0.000527157
internal_weight=0 0.0262405 0.025163 0.0227253 0.0207139 0.0194468 0.0180418 0.0167274 0.0156594 0.0144369 0.0131252 0.0117135 0.00979484 0.006489 0.00547697 0.00330583 0.00227556 0.00409256 0.00297207 0.00243768 0.00201148
internal_count=3121 3020 2986 2855 2588 2327 2061 2022 1972 1897 1822 1709 1632 1374 1045 258 139 826 772 131 267
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=12
num_cat=0
split_feature=1 42 42 13 13 3 49 15 52 13 4
split_gain=6.04983e-05 0.000161301 0.000128674 0.000191648 0.000112998 0.000120307 0.000111198 0.000343662 0.000128767 0.000118155 7.33071e-05
threshold=0.11588000000000001 0.092620000000000022 -1.0000000180025095e-35 0.086705000000000018 -0.059629999999999996 0.10299500000000002 -0.006494999999999999 -0.036009999999999993 -0.07167999999999998 -0.14819499999999997 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -2 -6 7 -4 -8 -10 -11
right_child=4 -3 3 -5 5 -7 8 -9 9 10 -12
leaf_value=-0.0016281617703859331 0.0019833022967756806 -0.0021689303991650013 0.00065437949070812438 0.002413287737287629 0.0010516401702236355 -0.0012767477501886065 -0.0012693283472214373 -0.0034884839859469574 -0.00041851208528534829 0.0026243804888477209 0.00072948499402775168
leaf_weight=0.001329092199617952 0.0012803755076072759 0.0012094139964835557 0.0016135615031416597 0.001154322715246626 0.0015161332322487639 0.0013403914439837905 0.0011230836112581816 0.001066004975586567 0.0014208769941372896 0.0012197397808800126 0.0014124681151967342
leaf_count=811 235 489 187 103 134 46 266 212 51 421 166
internal_value=0 -0.000212411 1.64516e-05 0.000259052 0.000585573 -4.09292e-05 -5.74918e-05 -0.000993765 0.000427192 0.000897287 0.00160756
internal_weight=0 0.0115486 0.0103391 0.00901006 0.0041369 0.00285652 0.00785573 0.00267957 0.00517617 0.00405308 0.00263221
internal_count=3121 2706 2217 1406 415 180 1303 399 904 638 587
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=20
num_cat=0
split_feature=124 123 133 1374 457 484 156 42 160 448 160 12 11 43 3 3 0 4 4
split_gain=0.000384713 0.000390199 0.000492349 0.000340018 0.00040409 0.000571191 0.000273913 0.00037085 0.00039979 0.000372249 0.000304866 0.000366219 0.000345679 0.000173047 0.000263541 0.000222325 0.000268718 0.000131049 6.38527e-05
threshold=0.10281000000000001 0.091310000000000016 0.10622000000000002 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.091255000000000017 -1.0000000180025095e-35 -0.091944999999999985 -1.0000000180025095e-35 0.092865000000000017 0.10866500000000003 0.078065000000000009 -0.074359999999999996 -0.077774999999999983 0.14121000000000003 -0.10151999999999999 0.0082450000000000006 -0.0016099999999999997
decision_type=2 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 17 -9 -10 11 12 13 14 -11 16 18 -7 -15
right_child=-2 -3 -4 4 -6 6 -8 8 9 10 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00071170109251606276 0.00066331289441484708 0.00071759053650857177 -0.00092051990116174805 -0.00086998564813829758 0.00070926579288525836 -0.00074339885086462055 -0.00047922577589231384 -0.00049169963081727858 -0.00053272105954466466 0.00043037550031027404 -0.00040875001236145912 -0.000207868113215411 -0.00027566926667721149 0.00073025298395846996 0.0012353323739638792 0.00077630879731516265 -0.0001416461500105512 -0.00013233959296528067 0.00032300877193040594
leaf_weight=0.0011321828926043045 0.0013166136766590278 0.001046320901430752 0.0010555986467495329 0.0012551226605302728 0.0012234729890858711 0.0010580832902410955 0.0016564165955626755 0.0014860467313126966 0.0010271570221256363 0.0015657307057868053 0.0010040889884079815 0.0017865619575641043 0.0010359772053618608 0.0010808407875444459 0.0011239096111170825 0.0016486654633509623 0.0018241167662811364 0.0012104407553026886 0.0014504407878526112
leaf_count=51 39 95 410 413 98 485 209 274 49 129 79 73 66 29 99 67 284 120 52
internal_value=0 -4.03343e-05 -7.3902e-05 -3.43044e-05 1.47177e-06 -4.1369e-05 1.34885e-05 6.06586e-05 0.000132789 0.00020129 0.000261508 0.000319947 0.000416864 0.000499389 0.00076674 0.000379624 0.000229465 -0.000417349 0.000496899
internal_weight=0 0.0246712 0.0236249 0.0225693 0.0214371 0.0202136 0.0189585 0.0173021 0.0150335 0.0135475 0.0125203 0.0115162 0.00972968 0.0086937 0.00268964 0.00600406 0.0043554 0.00226852 0.00253128
internal_count=3121 3082 2987 2577 2526 2428 2015 1806 1201 927 878 799 726 660 228 432 365 605 81
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=21
num_cat=0
split_feature=13 13 1374 457 484 1 12 148 4 160 0 0 52 48 13 4 156 43 12 4
split_gain=0.000417651 0.000626578 0.000388845 0.000449718 0.000527534 0.000371815 0.000435585 0.000469743 0.000405967 0.000399573 0.000360305 0.000277588 0.000235642 0.000214624 0.00027826 0.000382234 0.000206757 0.000248143 0.000195402 0.000177679
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.12811000000000003 0.092355000000000007 -0.080634999999999984 0.24564500000000003 -0.098904999999999979 -0.053834999999999994 -0.019414999999999998 0.10347000000000002 0.083985000000000018 0.0076650000000000008 -0.15289999999999995 0.085835000000000009 -0.074974999999999986 0.051320000000000005 1.0000000180025095e-35
decision_type=2 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 -4 6 7 -6 11 -9 -7 -8 13 14 15 -11 17 -17 -12 -15
right_child=1 2 3 -5 5 10 8 9 -10 12 18 -13 -14 19 -16 16 -18 -19 -20 -21
leaf_value=-0.00097076199754219815 0.0011115315797583739 -0.00093437846833927972 -0.00097403827012773028 0.00092641973834959505 -0.00092038271207727938 0.0010524622221411786 -0.0014996756179599881 -0.00077942017898781813 4.3110735694926507e-05 0.0010694228092603146 0.00054962719467586062 -0.00036109397302315575 0.0008880527972961904 0.00080614188163543471 -0.0005983643103198694 0.00080833105984433784 -0.0006490599051465055 -0.00016393448025707279 -0.00040553655939805356 4.4918945358745346e-05
leaf_weight=0.0011134013366334008 0.0013285035040324624 0.001153000030640782 0.001439384674804505 0.00134272089474785 0.0011324252775022367 0.0016499968411263222 0.0012335642795549551 0.0010647488604359221 0.0017660579657885478 0.0010046957683389444 0.0010806976101724033 0.0010057133417102895 0.0013273027341380592 0.0019786993888042392 0.0015464460372526245 0.0010474396881736681 0.0010608140255363718 0.0019318430322822246 0.0011373594479415772 0.0013243521226642407
leaf_count=36 49 55 478 97 49 88 578 233 52 59 60 83 71 162 106 137 104 512 35 77
internal_value=0 3.48435e-05 -2.18564e-05 2.18474e-05 -3.15844e-05 3.2127e-05 -6.80234e-05 7.09247e-05 -0.00053353 0.000162293 0.000483266 -0.000988311 0.000251646 0.000166273 -1.43267e-06 0.000181553 -3.9244e-05 0.000177889 5.98452e-05 0.000500931
internal_weight=0 0.0265558 0.0252273 0.0240743 0.0227315 0.0212922 0.0174241 0.0134188 0.00400534 0.0122863 0.00386805 0.00223928 0.0112216 0.00989429 0.00659124 0.00504479 0.0040401 0.00297928 0.00221806 0.00330305
internal_count=3121 3085 3036 2981 2884 2406 2223 1510 713 1461 183 661 1228 1157 918 812 753 649 95 239
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=22
num_cat=0
split_feature=1374 13 13 457 484 39 42 133 148 160 484 43 133 15 12 1 3 12 16 0 2
split_gain=0.000450961 0.000454257 0.000413325 0.000401483 0.000472704 0.000320205 0.000373849 0.000318553 0.000336073 0.000277398 0.000239346 0.000285028 0.000587587 0.000357488 0.000284906 0.000317785 0.000282372 0.000290164 0.000194657 0.000167657 0.000135454
threshold=-0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.091015000000000013 -0.0068949999999999992 0.13507500000000003 -0.12995999999999999 0.095000000000000015 -0.080634999999999984 -0.24498999999999996 0.088135000000000005 -0.074359999999999996 -0.0061299999999999992 0.040760000000000005 0.092655000000000015 0.10439500000000002 -0.075944999999999985 0.092355000000000007 0.057265000000000003 -0.10011499999999998 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
left_child=-1 -2 -3 4 -4 6 -6 8 -8 -10 11 16 -13 14 15 19 17 18 -11 -14 -18
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 12 13 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=-0.00083260368134444073 -0.00080824585664339009 0.00085957223678159126 -0.0008007184981814469 0.00076556700895161406 -0.00081395795771244486 0.00078256551579699565 -0.00060094714729544657 -0.00069880760943858138 -0.00055708571308104823 0.00011831737425209311 -0.00042330244129023978 -0.00079285297668893169 0.0005153482759779008 -0.00044466179386579087 -0.00016240707693639922 0.00097772636042599216 0.0012544036238256197 -0.00026944284312001044 0.00095121264684214809 -0.00014732896219553292 0.00054607192689581463
leaf_weight=0.0012444803265907458 0.0012113835557574495 0.0012351811179249763 0.0014080915497933352 0.0013705175100835456 0.001055586460614876 0.0010724856703401278 0.0013015182556550533 0.0010762462608457915 0.0010585445342040914 0.0010582569498804872 0.0011824738615174848 0.0013022816570935633 0.0018449487688485533 0.0013112099333230098 0.0015759012696174857 0.0018653372192596884 0.0010060449026854041 0.0013689688426739011 0.0011461590433778923 0.0012598630830398319 0.001117330463758559
leaf_count=55 36 49 478 97 132 36 59 392 211 145 121 578 37 107 90 110 88 87 52 75 86
internal_value=0 2.96764e-05 6.93003e-05 2.92651e-05 -1.4588e-05 3.66519e-05 -2.31325e-06 4.16794e-05 8.49945e-05 0.000137211 0.000183034 0.000231295 7.83299e-05 0.000222722 0.000356402 0.000520903 0.00047724 0.000236916 0.000551371 0.000246449 0.000881676
internal_weight=0 0.0268283 0.0256169 0.0243818 0.0230112 0.0216032 0.0205307 0.0194751 0.0183988 0.0170973 0.0160388 0.0148563 0.00915954 0.00785726 0.00654605 0.00497015 0.00569676 0.00357338 0.00220442 0.00310481 0.00212338
internal_count=3121 3066 3030 2981 2884 2406 2370 2238 1846 1787 1576 1455 997 419 312 222 458 284 197 112 174
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=13
num_cat=0
split_feature=124 40 48 2 51 160 3 0 16 48 4 12
split_gain=6.38648e-05 0.000106024 0.00013352 0.000181607 0.000173806 0.000124418 0.000215876 0.000129885 0.000120413 0.000163455 0.000109375 2.81952e-05
threshold=-0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.11548000000000001 -0.090529999999999985 -0.080719999999999986 0.10299500000000002 0.10455500000000001 -0.029084999999999996 0.085845000000000019 -0.00099499999999999979 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 -7 -12
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13
leaf_value=0.00092221587079901275 -0.0015210594362931298 0.0013365123436859143 -0.0015912440666350971 0.0016233816415876969 -0.0016801445071076002 0.0020267721524496233 0.0016356620583409948 -0.0019054678089736078 -0.0012790472470427785 -0.0013245424230104775 -0.00037526128380998473 0.00070877850062295604
leaf_weight=0.0014644790964323104 0.001044643501234733 0.0016243206232944294 0.0010314731076326864 0.001572354656672382 0.0012397414009895124 0.0010334515268844054 0.0012975812186802882 0.0010847778348108683 0.0015001255115597058 0.0010538797288865143 0.0010165677511507765 0.0010547100141070909
leaf_count=259 109 284 74 285 473 771 80 58 455 100 137 36
internal_value=0 -9.53972e-05 1.48486e-05 0.000147619 -6.51634e-05 -0.000310483 -9.93144e-05 -0.000433157 -0.000150916 0.000256033 0.000792548 0.00017674
internal_weight=0 0.0145536 0.013509 0.0124775 0.0109052 0.00928083 0.00804109 0.00674351 0.00565873 0.00415861 0.00310473 0.00207128
internal_count=3121 2862 2753 2679 2394 2110 1637 1557 1499 1044 944 173
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=12
num_cat=0
split_feature=376 1 42 16 49 3 2 1 3 3 0
split_gain=6.39894e-05 0.000120303 0.000126728 0.000121073 0.000205306 0.000244829 0.000199701 0.000138022 0.000141712 0.000120427 5.26547e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -0.008904999999999998 -0.043469999999999995 -0.084074999999999997 0.084055000000000005 0.111945 -0.10023499999999998 0.083060000000000009 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -6 -7 8 -5 -4 -8
right_child=-2 -3 3 7 5 6 10 -9 -10 -11 -12
leaf_value=-0.0015867231478076966 0.0011825178783527041 0.001425449135967231 0.0018477082933468665 0.0011112584598845171 -0.0027491169161433654 0.001197272707098576 -0.0020533529908123818 0.0020861697523464912 -0.00082696450737362165 -0.00028492603875024972 -0.00048340226629394432
leaf_weight=0.0014620676514598601 0.0010353065038688066 0.0011793884696040613 0.0011651984841407623 0.0017580689529701488 0.0014409277153258218 0.0012951806756545938 0.0010391256521558043 0.0011072715930122712 0.0019147421603966713 0.001436439248998056 0.0010370922830425641
leaf_count=835 64 144 150 154 210 273 73 103 574 80 461
internal_value=0 -8.49643e-05 -0.000215409 -5.09879e-05 -0.000445369 -0.00104848 -0.000321629 0.000560702 0.000100807 0.000670219 -0.00126915
internal_weight=0 0.0148355 0.0136561 0.012194 0.00741396 0.00481233 0.0033714 0.00478008 0.00367281 0.00260164 0.00207622
internal_count=3121 3057 2913 2078 1247 1017 807 831 728 230 534
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=12
num_cat=0
split_feature=484 42 47 4 12 4 16 52 4 12 2
split_gain=6.1095e-05 8.35008e-05 0.000147564 0.000130964 0.000218209 0.000181641 0.000143251 0.000122699 0.000172408 8.97403e-05 8.66984e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.27834500000000006 0.098810000000000023 -0.0016099999999999997 -0.094359999999999986 -0.088204999999999992 -0.046564999999999988 0.08401500000000002 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 -9 -5
right_child=1 -3 -4 10 -6 6 -8 8 -10 -11 -12
leaf_value=-0.001288285165301801 -0.0009365996749653232 -0.0013483374476198006 0.0017209343274953829 3.8136722859971745e-05 -0.0027094152797601375 -0.0022790625459100161 1.1337709540506184e-05 -0.00046110825161525381 0.0029905262530906668 0.0015525428491524234 0.0021985330259944322
leaf_weight=0.0010619903095785135 0.0011382308728251798 0.001145711635232958 0.0017409318317368342 0.0010841521660051737 0.0010311211754494157 0.001497158417241462 0.0019212162035875365 0.0015955466580702708 0.0011052816808244078 0.0011910670771728971 0.00121260240319504
leaf_count=503 301 311 112 83 238 184 207 121 272 632 157
internal_value=0 9.05144e-05 0.00021247 -1.05303e-05 -0.000298672 -4.44639e-06 -0.000991798 0.000666538 0.00113539 0.000399576 0.00117875
internal_weight=0 0.014663 0.0135173 0.0117764 0.00947962 0.0084485 0.00341837 0.00503013 0.0038919 0.00278661 0.00229675
internal_count=3121 2618 2307 2195 1955 1717 391 1326 1025 753 240
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=20
num_cat=0
split_feature=133 1374 457 11 13 159 2 159 0 40 47 50 42 51 15 48 3 1 4
split_gain=0.000310363 0.00031179 0.000277539 0.000301772 0.000288996 0.00035153 0.000305132 0.000274439 0.000247013 0.000214742 0.000421319 0.000251022 0.000351186 0.000403531 0.00023994 0.000191538 0.000237304 0.000124919 0.000181131
threshold=0.10622000000000002 -0.094929999999999987 0.091015000000000013 0.088215000000000002 -0.15078499999999997 0.091530000000000014 0.098260000000000014 0.076905000000000015 -0.12333499999999999 0.064905000000000018 0.13148500000000005 0.083640000000000006 0.09832500000000001 -0.031924999999999995 0.084050000000000014 0.016865000000000002 -0.0096849999999999974 0.11146500000000002 -0.083249999999999977
decision_type=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 7 -3 9 -8 10 11 12 13 -6 15 17 -17 18 -15
right_child=-2 2 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.00073451870606351666 -0.0007196919087120423 -0.00017909239030521081 0.00075330169702275923 -0.00066200989718476623 -0.00084842666222625376 -0.00071039065596622956 0.00017914969149770494 0.00070702539238282037 0.0011207181477480279 0.00063898908372480277 -0.00088581727733946043 -0.00059787385041829466 0.0008468575936480191 0.00027712895514437984 -0.00050433183362703405 0.0010360448962417406 0.00012482829286368936 0.00041819003579145469 -0.00039074716379194923
leaf_weight=0.0010899849368684036 0.0012440447534416968 0.0011370436401767449 0.0011729373966662395 0.0012746733812387659 0.0010467321347043023 0.0014000340619822116 0.0010027590703729494 0.0012480104303759241 0.0014415556775344562 0.001017633779974326 0.0011809781629947844 0.0012264301287849564 0.0011823097838581939 0.0015122061456001035 0.0011626606175112186 0.0011162682511799693 0.0013286582426141891 0.0013473147167840926 0.0020042299367549754
leaf_count=52 435 71 101 108 235 248 63 121 55 28 33 393 113 93 491 166 59 60 196
internal_value=0 2.66991e-05 6.30863e-05 2.56569e-05 6.87204e-05 -1.1494e-05 0.000444408 5.21534e-05 0.000734448 -5.70588e-06 -5.57573e-05 2.64342e-05 9.79897e-05 4.96723e-06 0.000110414 0.000208207 0.000540858 4.09895e-05 -0.000103534
internal_weight=0 0.0238924 0.0228024 0.0216295 0.0203548 0.0167735 0.00358136 0.0153734 0.00244431 0.0141254 0.0131078 0.0119268 0.0107004 0.00951807 0.00847134 0.00730868 0.00244493 0.00486375 0.00351644
internal_count=3121 2686 2634 2533 2425 2236 189 1988 118 1867 1839 1806 1413 1300 1065 574 225 349 289
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=12
num_cat=0
split_feature=124 151 48 151 48 51 1 47 13 2 2
split_gain=6.24055e-05 9.27092e-05 0.000128427 0.000143779 0.000133895 0.000122141 0.000101417 8.21592e-05 0.000163295 0.000116968 0.000147481
threshold=-0.043384999999999993 -0.083274999999999988 -0.032929999999999994 0.056735000000000001 0.093265000000000015 0.08955500000000001 0.12958500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.10222000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0010765326114743027 -0.0013397126650590719 0.0019130878082760153 0.00014952157082225563 -0.0018895507562798999 0.0015193720543700388 -0.0019145565490123113 0.0015845634709297897 -0.0014407421527453728 -0.001357756697132824 -0.00078520589005522351 0.0027041481232603316
leaf_weight=0.0014411339634824568 0.0016149921087978839 0.0010034431859367041 0.0014548223090094931 0.0012128899530077239 0.0016368824866098289 0.0010532187186311909 0.0011084797337432145 0.0012663731142200652 0.0016005493608324955 0.0010940563826649236 0.0012396283518868595
leaf_count=259 303 86 831 106 214 250 105 168 357 196 246
internal_value=0 -0.000111708 4.4816e-05 -0.00011587 8.99153e-05 -0.00017546 6.04578e-05 -0.000193386 9.97299e-05 0.000715481 0.00132482
internal_weight=0 0.0142853 0.0126703 0.0116669 0.010454 0.00881713 0.00776391 0.00665543 0.00538906 0.00378851 0.00269445
internal_count=3121 2862 2559 2473 2367 2153 1903 1798 1630 1273 1077
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 160 1 4 0 2 1
split_gain=6.9325e-05 0.000117784 0.000105055 0.000121248 0.000179628 0.000121879 0.000135745 0.000177894 0.000159178 0.000108724 9.91586e-05
threshold=-0.38533999999999996 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.079874999999999988 0.094465000000000007 -0.080924999999999983 -0.10474999999999998 0.088930000000000023 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 7 -7 -8 -2 -6
right_child=1 -3 3 4 10 6 8 -9 -10 -11 -12
leaf_value=-0.0011035265473473836 -0.0002668236229767132 0.0014194829669380998 0.0010778591732403435 -0.001467610638361812 -0.0026977210307116625 0.00069344176945865818 7.2921861881086061e-05 -0.0016048067409702349 0.0023274764017653512 0.0018004929015976291 -0.00066726968138343368
leaf_weight=0.0011852350599678438 0.0010399933149953496 0.0013523461590191363 0.0013570388752119919 0.0011862278368396885 0.001031115265377594 0.0014378287436644412 0.0019064986584261812 0.0015941899722786501 0.0011134563244362058 0.0012663492451648883 0.0011331952766728826
leaf_count=334 187 163 111 440 387 461 128 507 139 179 85
internal_value=0 8.84582e-05 -4.93056e-05 -0.000245993 -0.000437062 -7.89793e-05 0.000193202 -0.000514943 0.000904175 0.000868283 -0.00163461
internal_weight=0 0.0144182 0.0130659 0.0107596 0.00940251 0.0072382 0.00605197 0.00303202 0.00301995 0.00230634 0.00216431
internal_count=3121 2787 2624 2258 2147 1675 1235 968 267 366 472
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=12
num_cat=0
split_feature=52 52 51 457 151 2 2 3 52 4 4
split_gain=5.73902e-05 0.000100846 0.000121102 0.000109083 9.41767e-05 0.000131128 0.000233715 0.000202478 0.000256123 0.00018219 0.000102368
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 0.045365000000000009 -0.0077149999999999988 0.10882500000000002 0.13093500000000002 -0.13309499999999996 0.10160000000000001 0.181285 -0.055319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6 9 10 -9
right_child=1 2 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.001137630366397689 0.0015956603992362825 -0.0017494883760844988 -0.0016142208095163461 0.0014598460090779132 -0.002252695335212814 0.0029397871972776149 -0.00057029853155142669 0.0010701797257759733 -0.0023342933634047263 0.0028422980060874656 -0.0013520923217034404
leaf_weight=0.001355194654489065 0.0013697886923313115 0.0012648325347162865 0.0012085543060036683 0.0017523272568162338 0.0014307553402195293 0.0012842850806166761 0.0012470830359043797 0.0013875787908451996 0.0010063135199724349 0.0011619067819841206 0.0010022528699992258
leaf_count=364 274 253 185 187 106 148 164 725 373 95 247
internal_value=0 0.000106598 -5.34307e-05 0.000133419 -0.000105496 0.000108511 0.00121054 -0.000357297 0.000237662 0.000966373 5.43219e-05
internal_weight=0 0.0141157 0.0127459 0.0114811 0.00972873 0.00852018 0.00253137 0.00598881 0.00455805 0.00355174 0.00238983
internal_count=3121 2757 2483 2230 2043 1858 312 1546 1440 1067 972
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=11
num_cat=0
split_feature=2 0 16 131 13 3 0 16 457 2
split_gain=6.01292e-05 8.64969e-05 0.000124424 0.000105002 0.000163904 0.000149893 0.00016259 0.000128961 0.000111927 6.45282e-05
threshold=-1.0000000180025095e-35 0.18019500000000002 0.26435500000000006 0.081165000000000001 -0.15416999999999995 -0.10023499999999998 -0.11756999999999999 -0.014754999999999999 0.045365000000000009 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 8 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.00094024356740201633 0.0018572417752780671 0.0014196665443321722 -0.0016742327483903121 -0.0017223920281327998 0.00010373436073532893 -0.0016466275832910926 -0.002152400761084596 0.0017254037781047071 0.00075628843154908025 0.0020413468909228779
leaf_weight=0.001968947303518904 0.0015807697924392107 0.0010881238138864555 0.0018169131054104485 0.0011024693249928755 0.001166266792709484 0.0016113984682266658 0.0017532793238536869 0.0010242426346361889 0.0010798398302114265 0.001127506576496129
leaf_count=199 146 26 371 394 107 144 1475 57 63 139
internal_value=0 -0.000140875 -0.000279349 -3.67258e-05 0.000162176 -0.000183009 -0.000702761 -1.86976e-05 -0.000682475 0.00105617
internal_weight=0 0.0133508 0.0122627 0.0104458 0.0093433 0.00776253 0.00546876 0.00371548 0.00269124 0.00229377
internal_count=3121 2922 2896 2525 2131 1985 1739 264 207 246
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=21
num_cat=0
split_feature=1456 1213 1374 38 124 457 151 124 49 1 4 13 12 52 3 160 4 2 4 52
split_gain=0.000436452 0.000350465 0.000308357 0.000262999 0.000458559 0.000304478 0.000311064 0.000229484 0.000288568 0.000215374 0.000212726 0.0002591 0.000203791 0.000192136 0.000261996 0.00041986 0.000226519 0.000184346 0.000142271 0.000128241
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.084835000000000008 -0.043384999999999993 0.088350000000000026 -0.0077149999999999988 0.10281000000000001 0.092185000000000017 0.096860000000000016 -0.49405499999999997 -0.11122999999999998 0.095330000000000012 -0.081934999999999994 -0.13309499999999996 -1.0000000180025095e-35 0.24564500000000003 0.084055000000000005 0.042705000000000007 -0.0064899999999999992
decision_type=2 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 19 8 10 -4 -8 12 -12 18 -15 -16 17 -17 -13 -6
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 11 13 -14 14 15 16 -18 -19 -20 -21
leaf_value=-0.0010172367962432895 -0.00083384146540710076 -0.00074621830770147009 0.00034775318179262323 -0.00061646067795930717 -0.0008137092628069184 0.00085320734141963706 -0.00063419961062022659 0.00075030910430360503 0.00066574455870586577 0.0013590196992226051 0.00095162253883499036 -3.0773052695837248e-05 1.6808020241865173e-05 -0.00077423754495700324 -0.00088228314601247835 0.00026384174954698992 0.00079304340533055341 -0.00055866972979718918 0.00076637807331950277 -0.00014124142051462538
leaf_weight=0.0010084092317959583 0.001089784333400289 0.0010719893796498061 0.0010355273285647107 0.0011484841531754766 0.0012906808840295325 0.0011996923750696711 0.0012627751822824546 0.0013177531579223736 0.0017349505032707999 0.0010597192022549773 0.001246838929389143 0.0012430941987178158 0.0010842924674654419 0.0015525863195460189 0.0011412186588690715 0.0018803090733268343 0.0011495512262532648 0.0010594754089195413 0.0010085100768333355 0.0015548229153985451
leaf_count=288 461 55 44 55 193 96 108 30 245 180 99 171 35 67 295 217 34 319 31 98
internal_value=0 4.08477e-05 8.04955e-05 0.000119077 0.000157788 8.32857e-05 3.343e-05 0.000120474 6.26915e-05 0.000859225 -2.01572e-05 4.80644e-05 0.000516807 -7.28799e-05 -0.000205376 -3.65213e-05 0.000199507 -3.2585e-05 0.000326277 -0.000446263
internal_weight=0 0.0251321 0.0240423 0.0229703 0.0218218 0.0197266 0.0185269 0.0156814 0.0143636 0.00209525 0.0126287 0.0113659 0.00233113 0.00903474 0.00678314 0.00523055 0.00408934 0.00293978 0.0022516 0.0028455
internal_count=3121 2833 2372 2317 2262 2038 1942 1651 1621 224 1376 1268 134 1134 932 865 570 536 202 291
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=21
num_cat=0
split_feature=1374 457 13 484 13 39 47 14 1 4 132 0 51 3 15 4 4 4 47 2
split_gain=0.000418162 0.000464287 0.000362485 0.00052424 0.000463386 0.000375522 0.000379552 0.000377551 0.00048579 0.000824258 0.000432424 0.000507128 0.000685322 0.000654054 0.000612562 0.00030637 0.000249927 0.000319924 0.000165289 0.000134406
threshold=-0.094929999999999987 0.091015000000000013 -0.53104499999999988 -0.0068949999999999992 -0.47860499999999995 0.13507500000000003 0.13148500000000005 0.076175000000000007 1.0000000180025095e-35 -0.012509999999999999 0.080640000000000017 -0.10607499999999999 -0.066639999999999991 -0.0049599999999999991 -0.036009999999999993 0.056795000000000005 -0.49013999999999996 -0.14098499999999997 0.087885000000000019 0.11215000000000001
decision_type=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 -5 6 7 8 9 16 11 13 -13 -10 18 -15 -6 -18 -14 -17
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 -12 12 14 15 -16 19 17 -19 -20 -21
leaf_value=-0.00082934432018130116 -0.0008198814665054475 0.00082016738374135121 -0.00078419122057642589 0.00093339707554780757 -0.00055852293601203436 0.0008283753190581007 -0.00074944589804838235 -0.00067910739577172743 0.0011331580914301425 -0.0014283689109566796 0.0010847014969427096 0.0006886945510920946 0.0004390760788304883 0.00058635053347342681 -0.0010903585014292445 0.00012060436845896919 0.00067949790559126142 -0.00019886002547791405 -0.00035974455367070212 -0.00059370217676179616
leaf_weight=0.001235511978844527 0.0011151211151041443 0.0014038660574031683 0.0015751079188836689 0.0011955774944278864 0.0012297560298941612 0.0011121504963824682 0.0013721968405384635 0.0014254582354635828 0.0019257611439773559 0.0010121655868240813 0.0011377499424705681 0.0014272410551351431 0.0010834975017234858 0.0015761231735424994 0.0017642033806909404 0.0010567680504465216 0.0015246613240300555 0.0019004799445879817 0.0010315561216886482 0.0010934857440347834
leaf_count=55 34 104 480 42 27 36 43 73 78 409 90 170 135 62 342 26 27 768 79 41
internal_value=0 2.04322e-05 -2.34943e-05 1.28365e-05 6.77323e-05 1.9979e-05 -2.37471e-05 2.81475e-05 8.49024e-05 -0.000260191 0.000246576 0.00015956 -0.00015755 0.000457278 -0.000468897 0.000107989 -6.18107e-06 0.000192131 4.94745e-05 -0.000242648
internal_weight=0 0.0269629 0.0255591 0.0244439 0.0228688 0.0216733 0.0205611 0.0191889 0.0177634 0.00566706 0.0120964 0.0109586 0.0053065 0.00565214 0.00387926 0.00372638 0.0046549 0.00342514 0.00211505 0.00215025
internal_count=3121 3066 2962 2928 2448 2406 2370 2327 2254 1231 1023 933 726 207 556 129 822 795 214 67
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=12
num_cat=0
split_feature=484 474 43 42 3 42 43 16 0 1 16
split_gain=5.50577e-05 6.96531e-05 0.000100721 0.000173894 0.000279426 0.000138535 0.000141282 0.000188888 0.000122581 0.000121709 0.000215624
threshold=-0.0068949999999999992 0.084660000000000027 -0.074359999999999996 -0.092459999999999987 -0.077774999999999983 0.075730000000000006 1.0000000180025095e-35 0.033715000000000009 -0.057069999999999989 0.094825000000000007 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 9 -5 -4 -11
right_child=1 -3 5 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00096714202400533433 -0.00089322408359854418 0.0010622019224303643 -0.0011465157518202847 -0.0010721745315219978 0.002540136022776235 -0.0016662366364252979 0.00094496024935005645 -0.0020559216736603914 0.0010653364508608979 -0.0005351786803852234 0.0018387609259180031
leaf_weight=0.0010558682583503088 0.0012683164944572445 0.0012352043738248506 0.0012986413537291464 0.0010389600535514187 0.0013642833220004905 0.0012302297197659059 0.0019090731329708122 0.0011032450995400178 0.0010172258062910444 0.0017549683338643485 0.001258737533934795
leaf_count=503 150 258 333 357 256 586 256 153 64 127 78
internal_value=0 6.81471e-05 -2.45659e-05 0.000491026 0.00100431 -0.000307153 -7.88847e-05 -0.000439805 -1.4716e-05 -2.63469e-05 0.000456347
internal_weight=0 0.0144789 0.0132437 0.00468879 0.00342047 0.0085549 0.00732467 0.00541559 0.00205619 0.00431235 0.00301371
internal_count=3121 2618 2360 827 677 1533 947 691 421 538 205
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=11
num_cat=0
split_feature=4 0 0 16 0 52 12 3 0 15
split_gain=6.05347e-05 7.15599e-05 0.000218275 0.000165753 0.000149264 0.00018789 0.000134199 0.000187338 0.000159089 4.90257e-05
threshold=0.27287000000000006 -0.062294999999999996 -0.099059999999999995 -0.010699999999999999 -0.11756999999999999 -0.049749999999999996 -1.0000000180025095e-35 -0.074084999999999998 0.11070500000000001 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 8 -8 -2
right_child=9 6 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.00030335874826534036 1.8743604012765873e-05 0.0019230164831765682 -0.0022578900533231382 0.0019977663005094431 0.0012110103138270169 -0.0025384005443730671 0.0019249273232396643 -0.0017031346655816287 -0.00097648491443734194 0.0014849484272565507
leaf_weight=0.0014500226080662593 0.0015062932492475867 0.0012733595407694587 0.0017901274451654937 0.0010892893042659954 0.0011927787219362385 0.0015360507187367478 0.0015304095306221122 0.0015901643760477526 0.0010028748816732769 0.0014206666994967124
leaf_count=98 167 82 1798 119 122 152 119 177 102 185
internal_value=0 -0.000174505 -0.000549785 3.06328e-05 -0.000482134 -0.00115846 0.00031631 -0.000179857 0.000776318 0.0007304
internal_weight=0 0.0124551 0.00705827 0.00526814 0.00417885 0.00298607 0.00539681 0.00412345 0.00253328 0.00292696
internal_count=3121 2769 2289 491 372 250 480 398 221 352
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=22
num_cat=0
split_feature=1374 1456 1213 453 0 49 38 124 124 4 52 52 484 4 3 12 48 12 1 52 150
split_gain=0.000430324 0.00046466 0.000471434 0.000510384 0.000698143 0.000326286 0.000423392 0.000331502 0.000326393 0.000371186 0.000323517 0.000290835 0.000333755 0.000408489 0.000416547 0.000688606 0.000323921 0.000211619 0.000191536 0.000150411 0.000128175
threshold=-0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.11042000000000002 0.084835000000000008 -0.043384999999999993 0.10281000000000001 -0.49405499999999997 0.13796000000000003 0.077655000000000016 0.08660000000000001 0.09173000000000002 -0.073884999999999992 0.11650500000000001 0.083985000000000018 0.079890000000000017 0.10956 0.091820000000000013 0.088040000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9 11 12 13 16 15 18 17 -11 -15 -13 -18
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 19 -14 14 -16 -17 20 -19 -20 -21 -22
leaf_value=-0.00088198677380461389 -0.0009591027555016971 -0.00089302596544577311 0.0012532760646931291 -0.00095972695684866762 0.00069726339866396593 0.00070309886128478219 -0.00094153789828791063 -0.00077606179116235989 0.00077179831977064873 -0.00036509863740777923 -0.00080517551079756287 0.00091078661740904144 0.00070727930119403846 0.00056235861178175221 -0.00046738400166075459 -0.00035151699235477573 0.00046839408718529757 -0.001153086173926532 0.0014813536000754521 0.00020075997950074376 -0.00030251082265165836
leaf_weight=0.0013070945010262838 0.001100324683966313 0.0011718118097909782 0.0013080969194412219 0.0010240990143560716 0.0019216913493767798 0.0019203244454072945 0.0010055530361210421 0.0014722150154895452 0.0012927922288866736 0.0019128387377049909 0.0010224409883019528 0.0013533477413375525 0.0013624126342115525 0.0010399318150327019 0.0015281484303009685 0.0013918819775540214 0.0010204632583563078 0.0014189742010995987 0.0011324069948468463 0.0015075912047031181 0.0010419012165776564
leaf_count=55 288 461 50 75 195 191 43 123 30 61 225 169 69 47 107 12 117 546 39 171 47
internal_value=0 2.56183e-05 6.59742e-05 0.00010974 0.000154166 9.25788e-05 3.78568e-05 8.60879e-05 2.25928e-05 -3.37043e-05 3.57647e-05 9.42159e-05 -1.2606e-05 -0.000106134 0.00020792 0.000497455 -0.000402616 -0.000700692 0.00104142 0.000536633 7.89349e-05
internal_weight=0 0.0279492 0.0268489 0.0256771 0.024653 0.0233449 0.0214246 0.020419 0.0184973 0.0172046 0.0157323 0.0147099 0.011849 0.0104865 0.00509237 0.00356422 0.00539418 0.00333181 0.00217234 0.00286094 0.00206236
internal_count=3121 3066 2778 2317 2242 2192 2001 1958 1763 1733 1610 1385 1045 976 205 98 771 607 86 340 164
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=12
num_cat=0
split_feature=4 151 12 12 2 0 4 151 3 3 2
split_gain=5.33691e-05 9.6686e-05 0.000102767 9.4106e-05 0.00016137 0.000154496 0.00012017 0.000149069 0.000146116 0.000114057 0.000203904
threshold=0.24564500000000003 -0.00099499999999999979 0.092465000000000006 0.051320000000000005 0.083995000000000014 -0.019414999999999998 -0.062539999999999984 -0.024429999999999997 0.083060000000000009 0.10732000000000001 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 -8 -9 10 -6
right_child=1 2 -4 4 9 -7 7 8 -10 -11 -12
leaf_value=-0.0019084767405929096 -0.0008050065687806937 0.0021361459028138522 6.9243163159882768e-05 -0.0022769761729039403 0.00078957501482722922 0.0016670451875061729 0.001905149977676902 0.0011063395997774565 -0.0014561483705208306 0.0014157327034142681 -0.002374503129294997
leaf_weight=0.0010263443495208691 0.0011342291985756425 0.0013857671710283829 0.0014663801131371557 0.001462631852227475 0.0012311981879056279 0.0016628922621368947 0.0010779417276859382 0.0010662656565303408 0.0017257197710547345 0.0010122307845534806 0.0011826828591306043
leaf_count=78 98 251 77 647 823 125 127 111 88 21 675
internal_value=0 0.000539005 0.00107349 -0.000192152 -0.000763691 0.000233833 -0.00025292 0.00018615 -0.000477528 -0.000117659 -0.000760667
internal_weight=0 0.00398638 0.00285215 0.0114479 0.00488874 0.00655916 0.00489627 0.00386993 0.00279199 0.00342611 0.00241388
internal_count=3121 426 328 2695 2166 529 404 326 199 1519 1498
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=12
num_cat=0
split_feature=1 4 4 3 51 51 0 15 12 48 51
split_gain=6.04735e-05 0.000161109 0.000101538 8.96203e-05 0.000168123 0.000128349 0.000197847 0.000152025 0.000174221 7.52941e-05 0.00014847
threshold=0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.076840000000000006 -0.076794999999999988 -0.063174999999999995 -0.10607499999999999 -0.033689999999999991 0.090695000000000012 0.086035000000000014 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -7 8 -8 -6 -11
right_child=3 -3 -4 4 9 6 7 -9 -10 10 -12
leaf_value=-0.0008668615480050281 0.0016608597174262098 -0.0014900357157047125 0.00083726504364683171 -0.0016906234856198315 0.00087619319125719253 0.0014412765726059035 0.0014624596453394478 -0.0018174847309377212 -0.0010427884385016684 -0.0015002167533293667 0.00075812463260996159
leaf_weight=0.0010221726105241746 0.0013972810093239862 0.001644468349030058 0.0017394454754676618 0.0011563884935776869 0.0016258130951978811 0.0015173093624512024 0.0010290551157395855 0.0010090153843525518 0.0010156180473154253 0.0010508293673030522 0.0010942428386275793
leaf_count=35 211 1283 318 101 161 163 198 404 112 62 73
internal_value=0 -0.000426687 0.000206507 0.000169075 -0.000259249 0.00052269 0.000174769 -0.00045453 0.000218068 0.0001797 -0.000348193
internal_weight=0 0.00440609 0.00276162 0.0108956 0.00492727 0.00596828 0.004571 0.00305369 0.00204467 0.00377089 0.00214507
internal_count=3121 1636 353 1485 397 1088 877 714 310 296 135
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=19
num_cat=0
split_feature=1213 1374 133 457 484 38 3 160 48 41 15 3 0 156 52 0 15 43
split_gain=0.000321624 0.000346538 0.000318289 0.000272133 0.000366496 0.00026138 0.00039362 0.000223911 0.000200962 0.000211544 0.000196166 0.000222981 0.000341359 0.000271372 0.000281404 0.000257886 0.000207608 0.00021164
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 0.091015000000000013 -0.0068949999999999992 1.0000000180025095e-35 0.16158000000000003 -0.22361499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.084050000000000014 -0.10519499999999998 0.11070500000000001 0.084085000000000007 0.096795000000000006 -0.13027499999999997 -0.016799999999999995 -0.076484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -9 10 11 12 -10 14 15 -13 17 -17
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12 13 -14 -15 -16 16 -18 -19
leaf_value=-0.00075725131154528991 -0.00072793255341562846 -0.0006104160686057358 -0.00065611053416523494 0.00074493718425090087 -0.00047096004395451801 -0.00055324916833578944 0.00086379844422808036 -0.00026173438299118695 0.0011648732431203514 -0.00036571908873141466 -0.00026160872395561153 0.00060397939687035259 0.00011864572121815052 -0.0003992324482740596 0.0008765090790637906 -0.00073949475933269909 0.00041320983957691525 7.2959982502873524e-05
leaf_weight=0.0010149095195222521 0.001077904067143364 0.0013943082448436622 0.0010847453907521084 0.0011872524675574639 0.0012029747743492183 0.0010283143563603039 0.0013758714648470774 0.0019873792586491143 0.0012993314376035193 0.0011106673212495375 0.0012150588571954177 0.0018454215272012374 0.0010733095188193431 0.001167524157734745 0.0013597245870026198 0.0010094777771481322 0.0013565691426040815 0.0015055883429339854
leaf_count=491 55 400 370 99 247 52 115 93 56 81 284 92 75 178 36 181 92 124
internal_value=0 3.22503e-05 6.91545e-05 0.000106407 6.8372e-05 0.000119428 0.000158935 9.88224e-05 0.000144732 0.000207146 0.000260921 0.000320722 0.000691592 0.000213988 0.000315157 0.000181647 -1.96579e-05 -0.000253137
internal_weight=0 0.0232814 0.0222035 0.0211188 0.0199315 0.0185372 0.0175089 0.016133 0.0149301 0.0129427 0.011832 0.0106169 0.00237264 0.00824431 0.00707678 0.00571706 0.00387164 0.00251507
internal_count=3121 2630 2575 2205 2106 1706 1654 1539 1292 1199 1118 834 131 703 525 489 397 305
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=22
num_cat=0
split_feature=13 13 1374 457 484 1213 14 475 448 160 50 130 1 133 51 43 0 3 42 3 0
split_gain=0.000431646 0.000557102 0.000379846 0.000427052 0.000430711 0.000339814 0.000228894 0.000257037 0.000290967 0.000283236 0.0004179 0.000324002 0.000269666 0.000217523 0.000243494 0.000264965 0.000345801 0.000379344 0.00017832 0.000255141 0.000155357
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.076175000000000007 -0.07409499999999998 -1.0000000180025095e-35 -0.030779999999999998 0.077545000000000017 -0.0015749999999999998 0.111945 0.089595000000000022 0.086685000000000012 -0.074359999999999996 -0.14001499999999997 -0.11255999999999998 -0.088934999999999986 -0.075944999999999985 -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
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 12 11 -11 -10 14 15 18 -17 -18 -13 -20 -19
right_child=1 2 3 -5 5 6 -8 8 9 10 -12 13 -14 -15 -16 16 17 20 19 -21 -22
leaf_value=-0.00077513817183659777 0.0008472247890811671 -0.00071959991639693958 -0.00070246946116031691 0.0006932805500236217 -0.00065429819037449339 0.00062296848158580162 -0.00045237981360777158 -0.00060224323489141917 -0.00063721895965552524 -0.00055757233845073315 0.00091800419437313156 0.00015298578806196864 0.00021047330140238157 -0.0003438327972051183 -0.00037278462756908033 0.00057879755744072859 0.00034090591362186492 -0.00010475119025166382 0.00040276721919703737 0.0012193871908181425 -0.00079487319075528448
leaf_weight=0.0011491428085861335 0.0012446328318642666 0.0011960647933797466 0.0014321501344145551 0.0013969399460072021 0.0011496752705351656 0.0013553990073989488 0.00133589182036875 0.0010361545491353033 0.001517413557234836 0.0011072325710024542 0.0010849757794736412 0.0012717809619444687 0.0010024982875244115 0.001228876391958734 0.0010042277634507721 0.0017153491217176634 0.0016847753071331743 0.001000473640443417 0.001515854472991407 0.0010361234309924899 0.0011034624531635236
leaf_count=36 49 55 478 97 470 221 60 60 308 154 179 48 72 246 76 66 58 44 71 72 201
internal_value=0 1.89125e-05 -2.20381e-05 1.27557e-05 -2.93416e-05 1.62382e-05 5.47823e-05 9.10817e-05 4.94322e-05 9.09264e-05 0.00016255 9.78486e-05 -0.000299981 0.000160621 0.00022062 0.000284505 0.000106335 -0.000107573 0.000540969 0.000734321 -0.000466703
internal_weight=0 0.02642 0.0251753 0.0239793 0.0225823 0.0211502 0.0200005 0.0186646 0.0173092 0.016273 0.0137531 0.0126682 0.00251991 0.0115609 0.010332 0.00932782 0.00550406 0.00378871 0.00382376 0.00255198 0.00210394
internal_count=3121 3085 3036 2981 2884 2406 1936 1876 1655 1595 1215 1036 380 882 636 560 369 303 191 143 245
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 12 14 38 3 48 457 130 157 151 0 52 12 0 52 0 52
split_gain=0.000433246 0.0003951 0.000315447 0.00033292 0.00029772 0.000681314 0.000276234 0.00037045 0.000420201 0.000338659 0.000176384 0.00021789 0.000264012 0.000371353 0.000478323 0.000368264 0.000315756 0.00025556 0.000441597 0.000222717
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 0.12757000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.11951500000000001 0.085540000000000019 -0.0015749999999999998 -1.0000000180025095e-35 -0.0077149999999999988 -0.15202999999999997 0.11434500000000002 0.10345000000000001 -0.019414999999999998 0.060015000000000006 -0.10151999999999999 0.090645000000000017
decision_type=2 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 7 8 9 10 -4 -12 -13 -14 15 16 17 18 -15 -18
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 -17 19 -19 -20 -21
leaf_value=-0.00078720604589364515 -0.00077116899267391824 -0.00062187124279384121 -0.00035718741345820395 -0.00058163650864173579 0.00078664724693524592 -0.00096070827848322661 -0.00048407972611030133 0.00094737116662551581 -0.00056773364717250629 0.00082377256092082873 -0.0002936189700992802 -0.00022955015628836275 0.00092391187747406793 0.00024093811384453341 -0.00044476695807462379 0.0010110400397562503 0.00084786894227490046 0.00048303181773578081 -0.00094185713016946759 0.00013485984821907682
leaf_weight=0.0011654515056020711 0.0010147217427572816 0.0010982847025111644 0.0011170375944793151 0.0011781963487922922 0.0011678933901859692 0.0010001031048432188 0.0011105568020957071 0.001069518689787329 0.0013228527557807004 0.0014094918490741284 0.0014642441807415372 0.0017561881853579439 0.0015315165978702023 0.0011751549773784068 0.0015554559235545495 0.0012564789460591808 0.0017154686387478423 0.001032656454580394 0.0010325242484210961 0.0013735973550410563
leaf_count=491 258 55 174 346 56 60 57 119 57 111 324 184 47 52 178 65 82 111 276 18
internal_value=0 3.55954e-05 6.91914e-05 0.000101809 0.00013826 0.000102068 0.000155419 0.000193171 0.000147708 0.000205347 0.000147276 0.000187835 0.000244555 0.000322567 0.000221819 0.0003585 0.000228962 -5.8804e-05 -0.000312251 0.000530819
internal_weight=0 0.0253819 0.0243672 0.0232689 0.0220907 0.0209228 0.0199227 0.0188122 0.0177427 0.0164198 0.0150103 0.0138933 0.012429 0.0106729 0.00914134 0.00758588 0.0063294 0.00324034 0.00220768 0.00308907
internal_count=3121 2630 2372 2317 1971 1915 1855 1798 1679 1622 1511 1337 1013 829 782 604 539 439 328 100
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=12
num_cat=0
split_feature=2 11 2 1 52 150 52 3 4 16 16
split_gain=5.47068e-05 7.41218e-05 0.000104505 0.000128089 0.000200066 0.000121482 0.000146231 0.000192159 0.000115297 0.000132666 4.22199e-05
threshold=-0.0091949999999999983 0.078340000000000007 0.098035000000000011 0.13075500000000004 -0.088204999999999992 0.081835000000000019 0.10744000000000002 0.11296500000000002 -0.0016099999999999997 -0.029084999999999996 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -4 9 -6 -10
right_child=1 -3 5 -5 8 -7 -8 -9 10 -11 -12
leaf_value=0.00078246493026504086 -0.0023794263525822781 -0.0012391497415613149 0.00073847506274735629 0.0010457738031063577 0.0016073516904382711 0.0018129879258660562 0.0012729372756508674 -0.0014766246535728718 -0.0015809454091299847 -0.00050934476913637775 -0.00033520787891556849
leaf_weight=0.0016446756451232664 0.0011171277614733539 0.0010841564577237514 0.0015568562592780735 0.0011031392438235477 0.0011135503420150131 0.0010970112051033043 0.0015759237279918403 0.0016977252622910055 0.0011724269997472614 0.001368815738007248 0.0010874521238922498
leaf_count=179 336 179 386 33 863 153 183 108 182 371 148
internal_value=0 -9.55764e-05 6.07434e-07 -0.000377721 -0.000645721 0.000444995 0.000134323 -0.000417013 -0.000237313 0.000440172 -0.000981497
internal_weight=0 0.0139742 0.01289 0.00696251 0.00585937 0.00592752 0.00483051 0.00325458 0.00474225 0.00248237 0.00225988
internal_count=3121 2942 2763 1933 1900 830 677 494 1564 1234 330
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 2 0 0 42 3 150
split_gain=5.26606e-05 7.44202e-05 0.000102729 0.000108906 0.000160152 0.000172893 0.000161699 0.000103077 0.000142647 0.000192696 6.78036e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.083215000000000011 -0.075359999999999996 -0.052984999999999997 0.075730000000000006 0.076840000000000006 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -8 9 -9 -7
right_child=1 2 3 -5 6 10 7 8 -10 -11 -12
leaf_value=-0.0010621596075356253 0.0010700537303479853 -0.0013979788638205132 0.0028414924720473705 -0.0012830950518952352 -0.0015109039278741944 -0.00040046151701214123 0.0016794119995206553 0.001772237456280825 -0.0014869254370393529 -0.00065045125434204213 0.0013350988257612051
leaf_weight=0.0010627722491057751 0.0016203395234501783 0.001242508562180362 0.0010255311485565279 0.0012459061968682914 0.0016415286958945917 0.0011983270163271609 0.0010050327569566253 0.001496714523575686 0.0012415910731756741 0.001707901351915897 0.0010061006548734985
leaf_count=503 232 187 51 135 1136 118 295 160 116 89 99
internal_value=0 7.47517e-05 -5.1133e-05 9.35226e-05 0.000259674 0.00116949 -0.000154644 0.000253766 -6.84913e-05 0.000481065 0.000391648
internal_weight=0 0.0144315 0.0128111 0.0115686 0.0103227 0.00322996 0.00709277 0.00545124 0.00444621 0.00320462 0.00220443
internal_count=3121 2618 2386 2199 2064 268 1796 660 365 249 217
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=13
num_cat=0
split_feature=14 157 14 13 52 2 2 48 12 4 43 0
split_gain=5.49376e-05 0.000102681 9.83175e-05 0.000121341 0.000229722 0.000162236 0.000150025 0.000222929 0.000117235 9.61213e-05 7.54868e-05 5.4815e-05
threshold=0.023790000000000002 -0.077384999999999995 -0.10708499999999999 -0.084034999999999985 0.10744000000000002 0.10882500000000002 0.11215000000000001 0.091545000000000015 0.090455000000000021 0.053180000000000012 -0.083684999999999996 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 8 7 9 -4 10 -5 -11
right_child=-2 2 3 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.0012162769528227379 -0.0010344535480464054 -0.0013915582020085754 -0.0010719371818476142 -0.00052778325783931618 0.0014129440648152232 0.0021979831693675132 -0.0022005351909401287 0.0015927458949936124 0.00091781833107394488 0.00066981253435401589 -0.0021252232264719144 -0.00075524566574861063
leaf_weight=0.0014549100985170047 0.0010000266600682659 0.0010556000672820873 0.0010297811470192332 0.0011819308630996762 0.0014242646667194034 0.0011133301450639149 0.0010287689485546231 0.0010426049065346277 0.0015210270261998282 0.0011042362050764643 0.0012753617563386384 0.0011351222012975573
leaf_count=366 113 112 472 283 324 146 216 107 95 91 692 104
internal_value=0 6.94068e-05 -5.9821e-05 5.87461e-05 -0.000249348 0.000747583 -0.000599161 -0.000312112 0.000114539 -0.00073497 -0.00135687 -5.2544e-05
internal_weight=0 0.0143669 0.012912 0.0118564 0.00819229 0.00366414 0.00676802 0.00573926 0.00255081 0.00469665 0.00245729 0.00223936
internal_count=3121 3008 2642 2530 1817 713 1493 1277 567 1170 975 195
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=22
num_cat=0
split_feature=1456 1213 1374 11 133 12 14 159 159 15 133 160 457 151 150 16 1 4 15 43 15
split_gain=0.000454691 0.000388928 0.000339315 0.000348788 0.000354304 0.000355371 0.000679015 0.000336632 0.000413525 0.000239808 0.000322578 0.000406741 0.000380442 0.000406741 0.000520976 0.000323062 0.000215783 0.000252091 0.00019559 0.00047069 0.000181187
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 0.10622000000000002 0.12757000000000002 0.076175000000000007 0.10519500000000001 0.076905000000000015 0.095175000000000023 -0.082009999999999986 -1.0000000180025095e-35 -0.0029299999999999994 -0.085039999999999991 0.085825000000000012 -0.061854999999999993 0.12205500000000001 0.181285 -0.016799999999999995 -0.20207499999999998 -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
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 20 -13 -14 15 16 17 -15 -17 -20 -12
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 14 -16 18 -18 -19 19 -21 -22
leaf_value=-0.0008267011513856024 -0.0006851092183304435 -0.00056337836394862678 -0.00038311752165011355 -0.00047821481694133123 -0.000516445081591808 0.00088081615500362732 -0.00086418229916263598 -0.00048814111464751911 0.00079922500266829807 -0.00039610034167923339 -0.00057763899119691209 -0.00036529237426687739 -0.00028221400607923025 0.00045784337468223558 0.0011854245454340402 -0.00014212862148912242 0.00016567849706332203 0.0012206243069142256 0.00089031977265080042 -6.7148139056277589e-05 0.00012452648139175241
leaf_weight=0.0010048093565220425 0.0011429563814410728 0.0013004409263857033 0.001353532331102413 0.0015752961689701186 0.0012549960164023313 0.0010165698203512532 0.0010149230713203386 0.0011074888960104215 0.0017163038908757358 0.0011239067732736188 0.0011569340327027833 0.0010835744229440456 0.0011909553184752406 0.0013419603808766329 0.0014169902089165029 0.0019231491062388084 0.0010161202438877803 0.0013376417458967893 0.0014311389716397116 0.0017827216760597569 0.0011165718155523594
leaf_count=288 461 55 247 110 345 49 49 159 186 121 191 88 80 147 84 137 63 25 8 82 146
internal_value=0 2.49503e-05 5.5854e-05 8.81156e-05 0.000126265 0.000162712 0.000128138 0.000178246 0.000217106 0.000159273 0.000197919 0.000251066 0.000338899 0.000405595 0.000485514 0.000373231 0.000653598 0.000838619 0.000171526 0.000359214 -0.000232789
internal_weight=0 0.0274042 0.0262612 0.0249608 0.0233855 0.0221305 0.0211139 0.020099 0.0189915 0.0172752 0.0161513 0.0147978 0.0125243 0.0114407 0.0102497 0.00883273 0.00369572 0.0026796 0.00513701 0.00321386 0.00227351
internal_count=3121 2833 2372 2317 2207 1862 1813 1764 1605 1419 1298 1051 714 626 546 462 235 172 227 90 337
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=24
num_cat=0
split_feature=3 1374 457 484 133 1213 133 15 3 132 133 160 10 15 16 52 0 16 15 43 3 15 16
split_gain=0.000425422 0.000372998 0.000427707 0.00052285 0.000429897 0.000383398 0.000313721 0.000386947 0.000563497 0.000345906 0.000290867 0.000406666 0.000404015 0.000353337 0.000332614 0.000298386 0.000361071 0.000415458 0.000262829 0.00023584 0.000185969 0.000154613 0.000135953
threshold=0.30112000000000005 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 0.083950000000000011 1.0000000180025095e-35 0.048265000000000009 0.079970000000000013 -0.088004999999999986 -0.080719999999999986 0.0036750000000000007 -0.24436499999999997 -0.008904999999999998 0.10744000000000002 -0.10151999999999999 0.042200000000000008 -0.016799999999999995 -0.085594999999999991 0.090900000000000009 -0.10203999999999998 -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
left_child=1 -1 3 -3 5 -5 7 9 22 10 -7 14 13 -13 -12 16 20 -18 -19 -8 21 -15 -9
right_child=-2 2 -4 4 -6 6 19 8 -10 -11 11 12 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00083527845702886772 0.0008162255901186593 -0.00089570884377519061 0.00075873422489317651 -0.00078820643165847032 -0.00083579436429411305 -0.00071545215388968929 1.44527681532918e-05 0.00039786308754502378 -0.0013115371389095395 0.00088507806670381486 -0.0010960375407024847 0.0011778198840861557 -0.00049566417438752768 0.00028924990919698251 5.1808445628298459e-05 0.00096863034676327386 -0.000882527718632115 -0.00027859334230289045 0.00064728324138127046 0.00093624308264862071 -5.8023176829818898e-05 0.0010237510255223185 -0.00035700900524008379
leaf_weight=0.0012721007624989502 0.0013134910771930288 0.0015430001579888738 0.0015019538846621208 0.0011572283495292759 0.0012945343347424134 0.0010038182837980312 0.0010054587190576614 0.0010042708972015646 0.0010954499160291675 0.0012045024573599248 0.0010080514751376057 0.0010000327245063808 0.0014664169605729258 0.0011456727957652735 0.0012472303057955445 0.0010973846508477436 0.0012403185669842614 0.0014446953874172027 0.0012742072368041616 0.0015699816253090795 0.0010100490920024185 0.0014139337241516588 0.0011083022828359259
leaf_count=52 132 476 94 409 361 140 151 61 38 85 92 59 22 30 49 11 97 77 86 224 32 38 305
internal_value=0 -4.90236e-05 -1.17536e-05 -5.74318e-05 -3.06537e-06 4.4852e-05 9.00276e-05 2.32757e-05 -0.000446641 0.000120182 5.59866e-05 0.000114002 0.000230957 0.000341646 -0.000461248 0.00024471 0.000139193 -0.000169812 0.000155317 0.000576374 0.000481922 0.00069499 1.84061e-06
internal_weight=0 0.0281086 0.0268365 0.0253345 0.0237915 0.022497 0.0213398 0.0187643 0.00320802 0.0155563 0.0143518 0.013348 0.0110927 0.00962629 0.00225528 0.00862626 0.00752888 0.00395922 0.0027189 0.00257544 0.00356966 0.00255961 0.00211257
internal_count=3121 2989 2937 2843 2367 2006 1597 1222 404 818 733 593 452 430 141 371 360 260 163 375 100 68 366
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=10
num_cat=0
split_feature=1 4 4 2 15 15 3 47 1
split_gain=5.67235e-05 0.000140403 9.1117e-05 8.18915e-05 0.00011952 0.000231442 0.000163575 0.00016885 0.000105224
threshold=0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.12198500000000001 0.024640000000000006 -0.016799999999999995 -0.10519499999999998 0.092530000000000015 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 -8
right_child=3 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0011641605415266007 0.0013265042525687999 -0.0019410697523941243 0.0010738263118043772 0.0014119643223842223 -0.001868160894357349 0.0023703710860254975 -0.0013461695768762526 -0.0022460230025733671 0.00093489770548404517
leaf_weight=0.0010405153447319293 0.0017875948958758787 0.0016909410241694595 0.0017810602010457444 0.0017698686026473851 0.0010894214279255085 0.0015155119483262185 0.001184462458918123 0.0018235218077858883 0.0019033554203881919
leaf_count=35 87 1283 318 250 387 229 96 190 246
internal_value=0 -0.000571967 0.000248522 0.000227262 1.89672e-06 0.000249909 -0.000229807 -0.000796263 5.98984e-05
internal_weight=0 0.00451252 0.00282158 0.0110737 0.00930387 0.00821445 0.00669893 0.00491134 0.00308782
internal_count=3121 1636 353 1485 1235 848 619 532 342
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=11
num_cat=0
split_feature=41 150 2 52 2 16 0 160 3 48
split_gain=5.91279e-05 8.09895e-05 0.000178129 6.56648e-05 0.000105422 8.78063e-05 0.000118221 0.000140932 0.000107488 0.000104246
threshold=0.07831500000000001 0.11456000000000001 -1.0000000180025095e-35 -0.081429999999999989 0.092120000000000021 0.25084500000000004 0.12500000000000003 -1.0000000180025095e-35 -0.075634999999999994 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 -9 -10
right_child=-2 -3 3 5 -6 -7 -8 8 9 -11
leaf_value=0.0020764770524025265 -0.0011020336892986812 -0.00097050093849377587 -0.00012553605136497769 -0.0013711231909496818 0.0017175349072272113 0.0010448872577195954 -0.0019377454319446654 0.0012751274698090381 -0.0010832922229497678 0.00079515479697710764
leaf_weight=0.0011339883541516297 0.0011047766320468897 0.0015827664663543581 0.0018043224815419414 0.0016668315803449905 0.0012954047164055321 0.001197910525783108 0.0010358371477747763 0.0017255079118419815 0.0016697203977385959 0.0012590924165133549
leaf_count=164 151 115 315 672 367 57 42 857 279 102
internal_value=0 8.13215e-05 0.000211499 3.00376e-05 0.0006447 -0.000192675 -0.000394183 -0.000141242 0.00029921 -0.000275751
internal_weight=0 0.0143714 0.0127886 0.0116546 0.00309973 0.0085549 0.00735699 0.00632115 0.00465432 0.00292881
internal_count=3121 2970 2855 2691 682 2009 1952 1910 1238 381
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=12
num_cat=0
split_feature=156 484 160 52 0 0 12 13 4 2 15
split_gain=5.78532e-05 0.000112244 0.000128062 0.000210354 0.000210762 0.000127687 0.000164158 0.000140915 0.000143475 0.00011714 3.77883e-05
threshold=0.091255000000000017 0.085515000000000022 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.019414999999999998 -1.0000000180025095e-35 -0.11122999999999998 0.0061450000000000003 0.10855000000000002 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9 10 -10
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.0014526149509811472 -0.0012943776462559448 0.001893536841795207 -0.0020163732009596024 0.0021816933202278162 -0.0021905214619145868 0.0017280863989652222 0.0019860502686647788 -0.0015024953931052777 0.00053250290722305646 -0.001028093521318086 0.0020483873812813655
leaf_weight=0.0018016987600621677 0.0010374539328225499 0.0010272687452253524 0.0012010357329653209 0.0014566316605413307 0.0013631596386992082 0.0014653424565221436 0.001229660692393557 0.0016695250116921341 0.0010234697602465315 0.0010141004593453573 0.0010872584806949082
leaf_count=581 273 282 249 171 69 105 113 1002 73 107 96
internal_value=0 9.02176e-05 -4.89433e-05 0.000170775 -0.000120582 0.000204105 -0.00010498 0.000276103 -0.000162465 0.000553482 0.00131335
internal_weight=0 0.0143392 0.0133119 0.0115102 0.0100536 0.00869039 0.00722505 0.00602401 0.00479435 0.00312483 0.00211073
internal_count=3121 2848 2566 1985 1814 1745 1640 1391 1278 276 169
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=12
num_cat=0
split_feature=124 48 48 51 52 52 1 13 16 4 2
split_gain=5.94965e-05 7.72463e-05 0.000140216 0.000102451 8.96399e-05 0.000155181 0.000136865 9.94295e-05 7.83906e-05 0.000155129 0.000110902
threshold=-0.043384999999999993 0.12737000000000001 0.097025000000000014 0.08955500000000001 -0.10925999999999998 -0.077024999999999996 0.11230000000000001 0.10820000000000002 -0.084119999999999986 0.181285 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 9 -7 -10
right_child=1 -3 -4 -5 5 6 7 -9 10 -11 -12
leaf_value=0.0011977189914583908 -0.0013975836339787284 -0.0017065695649401155 0.0019842135535750056 -0.0017649107817060009 0.0021858279532609381 -0.0032538805168052538 0.0026334516374885201 -9.7760744120782718e-05 0.0014492859371829077 1.5562300843393862e-05 -0.00089792812993941815
leaf_weight=0.0014069023233287065 0.0014524530638714049 0.0010704486355070939 0.0012191150508322904 0.0013851395353437221 0.0013163027826316774 0.0010158169561578822 0.0010026605734297228 0.0010000434599315433 0.0012293936423430369 0.0011764623025765086 0.0019640762109231699
leaf_count=259 422 82 178 296 132 486 170 24 493 113 466
internal_value=0 -0.000125172 7.47735e-06 -0.000201308 1.19211e-05 0.000247107 -9.82887e-05 0.00126963 -0.000606953 -0.00149937 5.68148e-06
internal_weight=0 0.0138319 0.0127615 0.0115423 0.0101572 0.00870476 0.00738845 0.0020027 0.00538575 0.00219228 0.00319347
internal_count=3121 2862 2780 2602 2306 1884 1752 194 1558 599 959
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=12
num_cat=0
split_feature=14 147 11 3 52 52 0 2 42 3 15
split_gain=5.71535e-05 7.81939e-05 0.000110897 0.000113065 0.00014877 0.000155001 0.000119663 0.00027895 0.00014571 0.000208242 0.00010651
threshold=0.019675000000000002 1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 0.15116000000000002 0.091275000000000009 -0.10607499999999999 0.11215000000000001 0.083995000000000014 0.0051600000000000005 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 10 9 -8 -5
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0012490220977190403 -0.0011628486897236417 0.0012255715326139327 -0.0015933198003804242 0.00012171890048569084 -0.0018594946719078008 0.0016360971094808931 -0.0031820316187682928 -0.0017422834001781468 0.00056216974206580827 -0.0001021925329485273 0.0020718981678420831
leaf_weight=0.0018251761139618265 0.0010016248620263743 0.0013610480364976149 0.0010676192915806135 0.0012493827815431291 0.0010961597629187197 0.0014039883315314916 0.0011064673814787365 0.0011071166793683584 0.0011588322387643193 0.0011133892124568501 0.0016335213730547292
leaf_count=110 116 163 145 100 341 304 720 98 830 113 81
internal_value=0 8.00105e-05 -4.21652e-05 9.94492e-05 -0.000113156 0.000105051 -0.000186665 0.000402918 -0.000882926 -0.00163731 0.00122674
internal_weight=0 0.0141227 0.0127617 0.011694 0.00986886 0.0087727 0.00736871 0.00399002 0.00337869 0.00221986 0.0028829
internal_count=3121 3005 2842 2697 2587 2246 1942 279 1663 833 181
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=22
num_cat=0
split_feature=1213 43 1456 1374 43 51 151 4 52 48 0 4 13 160 160 13 2 1 2 0 4
split_gain=0.000403548 0.000395803 0.000407513 0.000359705 0.000302023 0.000330224 0.000326661 0.000327262 0.000372633 0.000311255 0.000308399 0.00042719 0.00028465 0.000279692 0.000260226 0.000233172 0.000227486 0.000224093 0.000159129 0.000136218 7.41103e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 -1.0000000180025095e-35 -0.094929999999999987 0.10915000000000001 0.012085000000000002 -0.083274999999999988 0.27834500000000006 0.11434500000000002 0.091220000000000009 -0.060129999999999996 -0.49013999999999996 0.0076650000000000008 0.032695000000000009 -0.075414999999999982 0.10820000000000002 0.084055000000000005 0.111945 0.092365000000000017 -0.10607499999999999 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
left_child=-1 2 -2 -4 5 6 18 8 10 13 14 -12 -13 -7 -8 17 19 -9 -5 -16 -11
right_child=1 -3 3 4 -6 9 7 15 -10 20 11 12 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00078778921610468547 -0.00078636407734480375 -0.00068222673907398861 -0.00063090390475880047 -0.00082966290323969864 0.00078350596191465002 -0.0002336813802124426 0.00048289788456989014 0.00024910376915116228 -0.00076971658568364615 0.00058120535156857027 -0.00037149249058955971 0.00098822190373776242 0.00018973170935430872 0.00066214472416988685 0.00030565964211884991 -7.6029927705905124e-05 -0.00073913865008712614 0.0011197640683751969 -0.00014122213463429886 -0.00033940711030258256 0.0011037619631553224
leaf_weight=0.0013070595211543403 0.0011026836274364007 0.0015325228377310865 0.0013034725661746896 0.0012147593138699389 0.001399160440022528 0.0018266389513542083 0.0010050364012111346 0.0011176690681722343 0.0012254346163448901 0.0012120165921172266 0.0013366582007350303 0.0017487233188018302 0.001900847470703404 0.0011641997719470387 0.0011471268027634096 0.0010911021652488806 0.0016643090117346437 0.0013099319018593514 0.0015705695548011711 0.0015984847162326911 0.001019372690415743
leaf_count=491 253 169 55 173 72 182 126 43 170 77 103 70 45 59 24 33 423 165 99 254 35
internal_value=0 2.38577e-05 6.39972e-05 0.000100263 0.000139081 0.000100138 8.08024e-06 9.07557e-05 -2.47492e-05 0.000416219 6.30204e-05 0.000319323 0.000572335 0.000115024 -0.00017299 0.000472411 -0.000322469 0.000718911 -0.00044147 -6.98958e-05 0.000819927
internal_weight=0 0.0284907 0.0269582 0.0258555 0.024552 0.0231529 0.0179307 0.0151453 0.0116266 0.00522223 0.0104012 0.00498623 0.00364957 0.00299084 0.00541496 0.0035187 0.00440992 0.0024276 0.00278533 0.00274561 0.00223139
internal_count=3121 2630 2461 2208 2153 2081 1728 1456 1215 353 1045 218 115 241 827 241 701 208 272 278 112
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=22
num_cat=0
split_feature=1456 1213 1374 133 11 12 12 159 159 156 457 160 52 133 0 42 150 15 1 3 13
split_gain=0.000392205 0.000411859 0.000418699 0.000317947 0.000301584 0.000419232 0.000479646 0.000275998 0.000242432 0.000231612 0.00026264 0.000336231 0.000366493 0.000380968 0.000441996 0.000375685 0.000428979 0.000513166 0.000245743 0.000137793 3.04216e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 0.088215000000000002 0.12757000000000002 0.10866500000000003 0.10497500000000001 0.076905000000000015 1.0000000180025095e-35 -0.0029299999999999994 -0.22361499999999998 0.10611000000000001 -0.0084449999999999994 0.15398500000000004 0.081660000000000024 0.085075000000000026 -0.016799999999999995 0.11039500000000001 0.10542000000000001 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 -12 13 -13 15 16 17 18 -15 -19 -17
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 20 -18 19 -20 -21 -22
leaf_value=-0.00087134639592735758 -0.00083745252996884889 -0.00077902809914641392 -0.00035865979348300163 -0.00062932985316567914 -0.00049012460980009669 0.0010958488258278904 -0.0007697039469227319 -0.00051806685269271372 0.00078133476734846652 -0.00046939333099877968 -0.00046816084083553511 -0.00047922762133531082 0.0010432393908660072 7.7364243308263646e-05 -0.00046870778386221397 0.0011857348052908949 0.0010808710678768603 0.00026179809600474928 -0.00079096631682521487 0.00093867504213798075 0.00084025338631025072
leaf_weight=0.0010164225210062541 0.0010602499034233484 0.0011235859031089026 0.0013607101156416787 0.0011164641691830115 0.0013955329065216118 0.001004678743689257 0.0010926220836445224 0.0010181688977436978 0.0015753436332691653 0.0010061759724822863 0.0010685673208193367 0.0012073573271493008 0.0014433830556250813 0.0015531673151041271 0.0011254353182632579 0.0010291396438043554 0.0012015542699934656 0.001204178974658081 0.0011626422611994147 0.001250980469888141 0.0010510123043609987
leaf_count=288 461 55 149 346 109 49 59 165 191 196 137 298 68 77 18 96 62 100 54 23 120
internal_value=0 3.37253e-05 7.22263e-05 0.000114053 0.000152211 0.000196249 0.000149542 0.000204553 0.000247231 0.000193517 0.000239021 0.000300181 0.000367319 0.000276863 0.000372171 0.00048413 0.000312088 0.00013345 -0.000294369 0.000606688 0.00101118
internal_weight=0 0.025051 0.0239907 0.0228671 0.0217507 0.0203551 0.0193504 0.0182578 0.0172396 0.0156643 0.0146581 0.0132974 0.0122289 0.0107855 0.00957811 0.00845268 0.00637252 0.00517097 0.00271581 0.00245516 0.00208015
internal_count=3121 2833 2372 2317 1971 1862 1813 1754 1589 1398 1202 1053 916 848 550 532 316 254 131 123 216
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=11
num_cat=0
split_feature=124 151 4 16 48 52 0 43 3 12
split_gain=5.89214e-05 8.69881e-05 0.000123925 0.000142432 0.000109548 0.000113409 0.000130783 0.000169668 0.000158947 5.86217e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 0.10744000000000002 -0.053834999999999994 -0.074359999999999996 -0.0087149999999999988 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 -4
right_child=1 2 9 4 -6 -7 8 -9 -10 -11
leaf_value=0.0010759789833460032 -0.0013376302270484963 -0.0018382374239821143 0.0016542309870082148 0.0017216427510315458 0.0012580830722305656 0.001239835158672375 -0.0033265134407228511 -0.0012262901230869446 -0.0002392403767344137 0.00022047997711700806
leaf_weight=0.0014145495439392289 0.0015841710121274064 0.0015445241948899317 0.0017283679890813123 0.0011105180448996747 0.0016858076864439409 0.0011006210829013485 0.0010251180434710516 0.0013127989388043403 0.0010303713664621076 0.0017875935246198793
leaf_count=259 303 323 226 418 187 304 183 764 67 87
internal_value=0 -0.00011316 4.42156e-05 -0.000307416 1.80231e-05 -0.000356657 -0.000748979 0.00012464 -0.00177893 0.00092528
internal_weight=0 0.0139099 0.0123257 0.00880976 0.00726524 0.00557943 0.00447881 0.00242332 0.00205549 0.00351596
internal_count=3121 2862 2559 2246 1923 1736 1432 1182 250 313
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=11
num_cat=0
split_feature=41 150 2 3 1 0 4 13 3 2
split_gain=5.26479e-05 7.07583e-05 0.000166343 7.1944e-05 0.000111939 0.00010577 0.00016192 9.30967e-05 0.000106198 9.14079e-05
threshold=0.07831500000000001 0.11456000000000001 -1.0000000180025095e-35 -0.12018999999999998 0.11323000000000001 -0.23001499999999997 -0.0024449999999999997 -0.0025349999999999995 0.10732000000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 -6 -9 -7
right_child=-2 -3 3 4 7 6 -8 8 -10 -11
leaf_value=0.0019769234286549104 -0.0010283444304108715 -0.00089287487095967199 0.00087864673954663624 0.00070983417422407409 0.0016785714514504163 -0.0010204942920234144 -0.0021035269529629725 0.0010758651262233235 -0.0011390751831747987 0.0005544259230707238
leaf_weight=0.0011166391123754059 0.0010859443923603171 0.0015657632392878105 0.0019111864968548468 0.001299595003682711 0.0011648673371010554 0.001748163955384692 0.0016054235216354691 0.001006574172444652 0.0010155589843492407 0.001695154090740239
leaf_count=164 151 115 207 80 194 1323 482 60 45 300
internal_value=0 7.5836e-05 0.000196568 2.28892e-05 -0.000148632 -0.000519618 -0.000836091 0.000590352 -3.65258e-05 -0.000245157
internal_weight=0 0.0141289 0.0125632 0.0114465 0.00953534 0.00634834 0.00504874 0.003187 0.00202213 0.00344332
internal_count=3121 2970 2855 2691 2484 2185 2105 299 105 1623
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=11
num_cat=0
split_feature=4 42 49 15 15 16 12 4 13 3
split_gain=5.2599e-05 7.29783e-05 0.00011293 0.000205969 9.59134e-05 0.000260818 0.000223924 0.000188041 0.000139891 4.30172e-05
threshold=0.27287000000000006 0.092620000000000022 -0.006494999999999999 -0.074054999999999996 -0.037864999999999989 -0.069144999999999984 1.0000000180025095e-35 -0.046564999999999988 -0.084034999999999985 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -6 -8 -2
right_child=9 -3 4 -5 6 -7 8 -9 -10 -11
leaf_value=0.00062730209313564291 -6.1678923476932576e-06 -0.0012906338458238996 0.0013036877090208464 -0.0023264653916637312 0.00062618139198290985 -0.0026300015469904454 0.00079197527739282138 0.0038990262812457254 -0.0018533315327185597 0.0013967587780661297
leaf_weight=0.0015165128141636161 0.001461571761868008 0.0016720955780133726 0.0011652918643968446 0.0016377845695630961 0.0012613669032585095 0.0010862708341830372 0.0016494524179149917 0.0010928300130785794 0.0011192383192480306 0.0014544135250265594
leaf_count=191 83 526 267 290 112 354 277 43 709 269
internal_value=0 -0.000169816 8.18412e-06 -0.000906363 0.000399366 -0.000594128 0.000836017 0.00214545 -0.000277385 0.000693573
internal_weight=0 0.0122008 0.0105287 0.0031543 0.00737445 0.00225156 0.00512289 0.0023542 0.00276869 0.00291599
internal_count=3121 2769 2243 481 1762 621 1141 155 986 352
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=18
num_cat=0
split_feature=1374 133 14 133 457 11 3 15 40 47 1 52 15 15 0 4 3
split_gain=0.000320066 0.000330682 0.000278142 0.000243203 0.000259555 0.00022517 0.000364742 0.000475434 0.000219948 0.00039211 0.000275255 0.000333261 0.000341466 0.000538703 0.00024011 0.000223077 0.000173246
threshold=-0.094929999999999987 0.10622000000000002 0.076175000000000007 0.083950000000000011 0.085360000000000005 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 0.05433000000000001 0.13148500000000005 0.111945 0.11434500000000002 0.013270000000000002 -0.0058549999999999991 -0.15350499999999997 0.09173000000000002 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 11 12 13 14 -8 -12 -5
right_child=1 -3 -4 16 -6 -7 8 -9 -10 -11 15 -13 -14 -15 -16 -17 -18
leaf_value=-0.00079946522616196282 0.0012328925327348102 -0.00077546401319986645 -0.00060432954609437395 0.00012208984174688213 0.00060291079755342707 -0.00063813625327413309 0.00023909007587913735 4.6924604999238797e-05 0.00056171926826466376 -0.00094368737780988268 -0.00013991384702212331 -0.0009655704729466788 -0.0007772348909044853 0.00078978201187423277 -0.00058056370905192707 0.00064828982098967525 0.00095165983374298393
leaf_weight=0.0010624359610460479 0.0011362822321832056 0.0010603628279262914 0.0012667503361942769 0.0010050741370809801 0.0016090363762999429 0.0011288023925359872 0.0012759534551776142 0.0019465103732763051 0.0010483364383278024 0.0011457669999455087 0.001320344926551309 0.0010413349521048026 0.0011687300846561291 0.0016012577573922895 0.0018708381582095701 0.0018026963884255343 0.0011408513177137416
leaf_count=55 61 432 85 433 111 89 43 84 42 38 116 208 600 91 375 141 117
internal_value=0 1.87826e-05 5.79387e-05 9.9384e-05 4.43913e-05 -1.01175e-05 3.60413e-05 0.000484059 -7.64732e-05 -0.000136066 -4.4276e-05 -0.000205557 -7.17969e-05 0.000101846 -0.000248212 0.000315057 0.000563119
internal_weight=0 0.0225689 0.0215086 0.0202418 0.0180959 0.0164869 0.0153581 0.00308279 0.0122753 0.0112269 0.0100812 0.00695811 0.00591678 0.00474805 0.00314679 0.00312304 0.00214593
internal_count=3121 3066 2634 2549 1999 1888 1799 145 1654 1612 1574 1317 1109 509 418 257 550
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=22
num_cat=0
split_feature=133 14 1374 1213 160 47 42 40 4 1 3 1 157 160 151 151 52 13 4 15 1
split_gain=0.000486639 0.000499474 0.000392531 0.000379562 0.000324853 0.000272671 0.000429513 0.0005672 0.000430017 0.000316789 0.000463445 0.000284691 0.000272902 0.000303636 0.000479809 0.000353837 0.000247672 0.000236118 0.000317455 0.000425613 0.00021051
threshold=0.10622000000000002 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 -0.26568499999999995 0.081320000000000017 -0.094469999999999985 -0.012109999999999998 -0.27825499999999997 0.13146500000000003 -0.10519499999999998 0.11039500000000001 -0.077384999999999995 -1.0000000180025095e-35 -0.084129999999999996 -0.039414999999999999 0.094465000000000007 -0.117405 -0.083854999999999985 -0.089964999999999976 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 16 10 -7 20 -10 -14 -15 -16 -9 -17 -19 -20 -12
right_child=-2 -3 3 4 5 9 7 8 12 -11 11 -13 13 14 15 17 -18 18 19 -21 -22
leaf_value=-0.00079423872671328239 -0.00087715085400895344 -0.00078296207209506332 -0.00073893021860839089 -0.0006631465040203955 -0.00061166358515925398 0.00059716797840249315 0.0012218847660563676 -0.00078739792055669815 0.00099138822238315633 0.0004698360769136135 -0.00066699315778472143 -0.0010793263344767961 -0.0003587389885225198 -0.0004757579181977335 0.0013643946540949428 0.0010162793596218496 0.00020585267854892784 0.00089996845876630252 0.0007333093881192168 -0.00049059885928467994 0.00025440368812066862
leaf_weight=0.0010803731477935221 0.0013792208939015496 0.0015720992863892383 0.0010780330402752883 0.0010009377522476872 0.0010296040632213352 0.0010583576273341944 0.0015772060528698182 0.0011682918065529764 0.0014980635211385715 0.0018199550207497195 0.0010793361949935068 0.0012908596618750323 0.001295598915522337 0.0011077231270704173 0.0010675994839544093 0.0011362099877654224 0.0010550284630426177 0.0011450299287742976 0.0010000244149914721 0.0016840610571106918 0.0011113807476577087
leaf_count=50 435 87 422 191 136 39 217 136 179 43 149 76 221 66 61 55 14 78 102 325 39
internal_value=0 2.87877e-05 8.13396e-05 0.000122108 0.000164061 0.000203256 0.000314065 0.00038346 0.000274691 -5.39839e-05 -0.000263971 -0.000525747 0.000406906 0.000303116 0.000423203 0.000588264 -0.000316072 0.000421388 0.000244866 -3.46007e-05 -0.000199556
internal_weight=0 0.0258558 0.0242837 0.0232033 0.0221253 0.0211243 0.0147644 0.0137348 0.0121576 0.00635989 0.00453993 0.00348158 0.00993431 0.00843625 0.00714065 0.00603292 0.00222332 0.00496533 0.00382912 0.00268409 0.00219072
internal_count=3121 2686 2599 2549 2127 1936 1590 1454 1237 346 303 264 1087 908 687 621 150 560 505 427 188
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=21
num_cat=0
split_feature=133 1456 1374 1213 11 14 457 150 0 0 157 16 52 51 13 43 4 0 2 12
split_gain=0.000457759 0.000483677 0.000394856 0.00033988 0.000291965 0.000288033 0.000315531 0.000357381 0.000555382 0.000308381 0.000251742 0.000326399 0.000504321 0.000342916 0.000243201 0.000205694 0.000265973 0.000182756 0.000178711 0.000160387
threshold=0.10622000000000002 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.088215000000000002 0.076175000000000007 -0.0029299999999999994 0.081835000000000019 -0.10474999999999998 -0.019414999999999998 -0.073574999999999988 -0.056919999999999991 0.091275000000000009 -0.12463499999999998 -0.072309999999999985 -0.15582499999999996 -0.49013999999999996 -0.11437499999999999 0.10060500000000001 0.078300000000000008
decision_type=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 -5 9 -9 10 -8 14 13 -13 18 -11 -17 -16 -12 -18
right_child=-2 2 3 4 -6 -7 7 8 -10 15 11 12 -14 -15 17 16 19 -19 -20 -21
leaf_value=-0.00091410489971317538 -0.00082422856981144378 -0.00074628794586372219 -0.0006820004538471338 -0.00036883288016388051 -0.00046902178496747787 -0.00046818134943617202 0.00073188107803124486 0.0012021947809353409 1.491837387160657e-05 0.00095981386322754674 0.00082184354209511668 -8.7343305605837939e-05 0.00047539423226394866 -0.0011432615256220407 -0.00037392811621195622 -0.00029471863610665023 0.00098846343978826285 0.00029314549716361965 8.6068244527962471e-05 0.00018890522790115423
leaf_weight=0.0010718655903688137 0.001359872999892763 0.0011657940369147459 0.0010701028392597614 0.0016699681708041139 0.0014942776093174173 0.0012984698181077716 0.0010184530726262695 0.0019206195369818602 0.0013822813249579893 0.0013850634801286787 0.0015533290663897149 0.001089012157028113 0.001059489336459829 0.001480426763020291 0.0018373177161989888 0.0010307620178160448 0.001039783039773653 0.0015403017483462443 0.001188952474167948 0.0010080154656009199
leaf_count=264 435 52 399 206 109 50 130 106 159 21 156 118 85 213 69 81 69 290 85 24
internal_value=0 2.56207e-05 6.55399e-05 0.000104865 0.00014148 0.000183907 0.000225816 0.000279396 0.000705313 0.000187033 5.61758e-05 -1.44146e-05 -0.000353812 -0.000695729 0.000186838 0.000502691 0.000297029 -6.97214e-05 0.000502838 0.000594886
internal_weight=0 0.0263043 0.0252324 0.0240666 0.0229965 0.0215022 0.0202038 0.0185338 0.0033029 0.0152309 0.0107673 0.00974883 0.00362893 0.00256944 0.0061199 0.00446362 0.00307856 0.00337762 0.00274228 0.0020478
internal_count=3121 2686 2422 2370 1971 1862 1812 1606 265 1341 1146 1016 416 331 600 195 174 359 241 93
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=13
num_cat=0
split_feature=484 1 12 43 16 43 16 2 15 15 0 47
split_gain=5.52133e-05 7.77364e-05 0.000131676 0.000126344 0.000167873 7.44026e-05 0.0001435 0.000105476 8.81864e-05 0.00024552 0.00015717 0.000169186
threshold=-0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 -0.090869999999999992 -0.008904999999999998 0.097845000000000015 -0.036009999999999993 0.013270000000000002 -0.18901999999999997 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 10 -10 -7 -12
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.0011385263377600822 0.0015926177729435 0.0012368444514585547 -0.0016530975547461846 -0.0011087180142876024 -0.0019010795150933419 -0.00068182140765632297 0.00032079010583895207 0.0026300203150890979 -0.002507549853944272 0.00091224204837823649 0.0028717761277227724 -8.334825780541264e-05
leaf_weight=0.0010541419880758492 0.0013566625229495281 0.0013753827421272994 0.0012144351975334486 0.001074636851936127 0.001170401612221982 0.0018638015111429596 0.0010277386262075219 0.001053358737232446 0.0011649614469766423 0.0010495474734492707 0.0010084420253781059 0.0010298584387040816
leaf_count=503 117 162 95 221 318 91 241 96 116 751 319 91
internal_value=0 7.73768e-05 -4.51628e-05 0.000120331 -7.09399e-05 0.000160069 0.000326395 0.00148962 -6.93774e-05 -0.000886769 0.000394506 0.00137869
internal_weight=0 0.0143892 0.0130138 0.0117994 0.0104427 0.00927235 0.00819771 0.0020811 0.00611661 0.00221451 0.0039021 0.0020383
internal_count=3121 2618 2456 2361 2244 1926 1705 337 1368 867 501 410
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=21
num_cat=0
split_feature=1213 1374 457 133 12 14 484 160 38 13 15 52 2 0 12 12 2 16 0 3
split_gain=0.000317325 0.000316476 0.000351068 0.000285121 0.000334216 0.000615235 0.000264065 0.00030029 0.000352842 0.00026872 0.000401792 0.000315233 0.000368777 0.000413133 0.000417227 0.00034316 0.000291634 0.000357581 0.000285818 0.000263079
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.10622000000000002 0.12757000000000002 0.076175000000000007 -0.0068949999999999992 -0.22361499999999998 1.0000000180025095e-35 -0.084034999999999985 1.0000000180025095e-35 0.10347000000000002 0.11215000000000001 -0.13027499999999997 0.10312500000000001 0.051320000000000005 0.097845000000000015 -0.16075999999999999 -0.026509999999999995 0.10732000000000001
decision_type=2 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 -3 -8 9 16 11 12 13 -11 15 18 17 -9 -15 -18
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 19 -19 -20 -21
leaf_value=-0.00070355895925051177 -0.00070693316169072318 -0.00050848232281584685 0.00075084405780422893 -0.0006373747376807739 0.00076296438995940915 -0.0009752775246358856 -0.00050039607978419874 0.00069926192416782838 -0.00061025406120685595 0.00077016753323132985 -0.00048726385355763146 0.00086782948195864755 -0.00057088298467972457 -0.00038698958844271542 0.00072322063666550884 -0.00085734939646776593 0.00035423445701719035 -0.00039569447992767831 0.00049267379418715528 0.0012932572969362708
leaf_weight=0.0011302381093346711 0.00102320673409828 0.0013290388772371825 0.0012532498789290516 0.0011386038665578404 0.0011397899621603527 0.0010781903047081256 0.0013331156645228206 0.0010747580835605008 0.0010004507701939494 0.0019183915704605817 0.0017566821153113246 0.0011703192876766364 0.0011913863423392568 0.0013115440513877807 0.00119839120108578 0.0010146661822147129 0.0010288940378953004 0.0010864991507819532 0.0013660794040381719 0.0011386198266769565
leaf_count=491 55 370 102 367 60 77 241 47 49 78 287 24 143 74 40 247 70 155 72 72
internal_value=0 2.58431e-05 5.77098e-05 1.8713e-05 5.40553e-05 1.36489e-05 7.00081e-05 0.000113717 0.000164077 0.000214855 0.000102427 0.000215383 0.000119943 0.000240817 3.31765e-05 -0.000190788 0.000498667 0.00014881 6.18002e-05 0.000847514
internal_weight=0 0.0245519 0.0235287 0.0222754 0.0211368 0.019997 0.0189188 0.0175898 0.0162567 0.0152562 0.0109275 0.00917078 0.00800046 0.00680907 0.00489068 0.00369229 0.00432877 0.00216126 0.00267762 0.00216751
internal_count=3121 2630 2575 2473 2106 2046 1969 1599 1358 1309 965 678 654 511 433 393 344 202 146 142
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=22
num_cat=0
split_feature=9 2 1374 457 124 484 43 133 403 48 1 4 2 4 0 0 43 43 2 43 2
split_gain=0.000378154 0.000329901 0.000291901 0.000600775 0.00029435 0.000315847 0.000331159 0.000258033 0.000285653 0.000227389 0.000398676 0.000584217 0.000374436 0.000285132 0.000221055 0.000342927 0.000411263 0.000192195 0.000273786 0.000375867 0.000165181
threshold=-0.036024999999999995 -0.14451499999999998 -0.094929999999999987 0.088350000000000026 0.11040000000000001 -0.0068949999999999992 0.24789500000000006 -0.086649999999999991 -1.0000000180025095e-35 -0.086869999999999989 0.10538500000000002 -0.0016099999999999997 0.086950000000000013 0.058735000000000009 -0.053834999999999994 -0.15202999999999997 -0.076124999999999984 0.07827000000000002 0.096540000000000015 -0.15582499999999996 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
left_child=-1 -2 -3 4 5 -4 7 -7 -9 -10 11 12 20 -13 15 -12 -17 18 -14 -20 -11
right_child=1 2 3 -5 -6 6 -8 8 9 10 14 13 17 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.00079824017227717514 0.00061734710347565304 -0.00073476040759289671 -0.00073289937846621287 0.00078271942599576836 0.00059402012653338079 0.00055593073318275122 -0.00082350454375372149 -0.00074900541928516525 -0.00059306923734931771 0.00010016775549428802 -6.4285757514696246e-05 -0.0013052773470637435 -0.00089113954690116421 -0.00031617903924337231 -0.00018401184883850985 8.6469011127768169e-05 0.0010470966236270454 0.00025727847597856467 0.00051622370641256484 -0.00059672040262709347 0.00086344818577223609
leaf_weight=0.0010281627467563217 0.0013403727400147772 0.0011355169242150956 0.0014463909818763073 0.0015200438958997689 0.0010821005680512466 0.0012239383736082346 0.0010353409484655787 0.0010948008406877754 0.0012462446323979739 0.0010139343495122926 0.0019772594967970569 0.0010403386062207793 0.0011819364095340124 0.0010720697494154829 0.0016568591988359574 0.0013912050288029665 0.0019237556508127085 0.0012067622847098392 0.0010109145895866867 0.0012049543083157976 0.0010409118607693779
leaf_count=89 76 54 476 109 26 266 165 598 42 154 61 140 206 87 126 72 94 18 27 155 80
internal_value=0 -3.35071e-05 -6.77113e-05 -3.66299e-05 -9.11359e-05 -0.000125196 -8.19419e-05 -4.21319e-05 -8.26587e-05 -3.96628e-05 4.20741e-06 -0.000186565 9.06655e-06 -0.000803299 0.00024502 0.000379339 0.000643946 -0.000204136 -0.000368012 -8.89776e-05 0.000486818
internal_weight=0 0.0268457 0.0255053 0.0243698 0.0228497 0.0217676 0.0203212 0.0192859 0.0180619 0.0169671 0.0157209 0.00877182 0.00665941 0.00211241 0.00694908 0.00529222 0.00331496 0.00460457 0.00339781 0.00221587 0.00205485
internal_count=3121 3032 2956 2902 2793 2767 2291 2126 1860 1262 1220 867 640 227 353 227 166 406 388 182 234
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 133 38 3 457 150 4 3 15 1 12 4 0 0 1 16 13
split_gain=0.000409189 0.000391272 0.000406093 0.000414821 0.000359163 0.000527658 0.000411334 0.000289255 0.000317953 0.000235261 0.000527571 0.00038673 0.000504971 0.000279179 0.0002397 0.000340543 0.000404616 0.000222959 0.000150282
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.088350000000000026 0.086845000000000019 0.26450500000000005 0.095270000000000007 -0.016799999999999995 0.12958500000000003 0.092355000000000007 0.24564500000000003 -0.13843999999999998 -0.060129999999999996 0.095285000000000022 -0.061854999999999993 0.016935000000000002
decision_type=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 7 9 -9 11 17 12 14 -14 -4 16 -16 -11 -17
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 18 -18 -19 -20
leaf_value=-0.00069101025406709412 -0.00069159337973840847 -0.00064137990218847234 0.00064970037646425551 -0.00059302375808696032 -0.00050516716586951707 0.00077823120228758111 0.00074215068940171238 -0.00073878378944622878 0.00011834462107356762 -0.00013767198259339249 0.00035630075463174754 0.00085129058874867003 -0.00065088372692595497 6.9432391581503993e-05 -0.00060578077890971948 0.00077432442240591521 0.00028399913765189385 -0.00087590230973981671 0.00022777379537277864
leaf_weight=0.0011506298066092926 0.0010093381500305204 0.0011046345082021949 0.0018907668216729904 0.0011742750229443424 0.0011880741930676555 0.0017233594463812443 0.0012843083056869311 0.0012301652048023739 0.0011493243412985521 0.0011243099943243351 0.0017164095164092794 0.0011230450370800513 0.0014452805302878902 0.0015111190098764382 0.0012845254531310916 0.0011792528973568854 0.0015463405758566751 0.0011224262124720497 0.001667253179427064
leaf_count=491 258 55 121 346 58 131 94 132 37 33 52 85 372 34 594 75 63 29 61
internal_value=0 2.33427e-05 5.28386e-05 8.56661e-05 0.000121588 0.000157051 0.00010151 5.57751e-05 -0.00032478 0.000113782 -0.000132815 0.000197687 0.000127943 -0.000282705 0.000288358 0.000168018 -0.000119745 -0.000506478 0.000454199
internal_weight=0 0.0254742 0.0244649 0.0233602 0.022186 0.0209979 0.0192745 0.0179902 0.00237949 0.0156107 0.00396315 0.0116476 0.0105245 0.0029564 0.00756814 0.00567737 0.00283087 0.00224674 0.00284651
internal_count=3121 2630 2372 2317 1971 1913 1782 1688 169 1519 114 1405 1320 406 914 793 657 62 136
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=20
num_cat=0
split_feature=13 13 128 39 2 133 160 3 159 48 1374 12 1 12 0 16 48 15 15
split_gain=0.000414581 0.000587739 0.000320207 0.000316362 0.000441435 0.000434147 0.00033585 0.000317181 0.000258394 0.000273828 0.000286435 0.000393532 0.000591578 0.000251082 0.00022407 0.000400863 0.000260671 0.000163584 0.000158419
threshold=-0.53104499999999988 -0.47860499999999995 0.085185000000000025 0.085220000000000004 0.094835000000000017 0.085895000000000013 -0.098904999999999979 -0.15956499999999998 0.091530000000000014 -0.08595499999999999 -0.094929999999999987 0.092355000000000007 0.122185 0.090455000000000021 -0.11991499999999998 -0.056919999999999991 0.10891500000000001 -0.082809999999999981 -0.03241999999999999
decision_type=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 18 6 -3 -8 9 -9 -11 13 -13 14 16 -16 17 -12 -5
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00091788924753297238 0.0010492589769171342 -0.00067990321018139316 -0.00080532088721337286 0.00045295885767876904 0.0011153620433913154 -0.00098647583939469384 0.00063032590029985435 -0.00064860929280840802 -0.00062177936596448141 -0.00064827593581258283 0.00041762634462024341 -0.00086123897161499198 0.0004392990018291869 0.00099800308389714825 0.00044964421608699652 -0.0005852497079232526 -0.00016795666092195204 0.0011256184809769287 -0.0003727772449771767
leaf_weight=0.0010934527899397741 0.0012493355682154919 0.0015310980526939679 0.0011276697955153727 0.0010011091070853684 0.0013649166610499586 0.0010799094472327122 0.0019890924055627679 0.0011828477434256942 0.0014498169735122071 0.001045151474706075 0.0018719067132444422 0.0017749545762660865 0.0014683004099182995 0.001173156803769615 0.0018128925733727442 0.0016358851186015957 0.0010624954323859015 0.0012507876244747208 0.0011435664385062152
leaf_count=36 49 261 215 109 147 692 134 47 164 26 81 284 23 84 415 233 37 54 30
internal_value=0 3.4701e-05 -1.60699e-05 2.12663e-05 0.000441516 -5.12881e-05 1.1796e-06 6.00376e-05 -1.20848e-05 4.98231e-05 0.000112909 0.000178928 -0.000272454 0.000345151 0.000244823 -4.12449e-05 0.000480555 0.000701211 1.26666e-05
internal_weight=0 0.0262149 0.0249656 0.0238379 0.00350959 0.0203283 0.0192484 0.0177173 0.0157282 0.0142784 0.0130955 0.0120504 0.00324325 0.00880712 0.00763397 0.00344878 0.00418519 0.00312269 0.00214468
internal_count=3121 3085 3036 2821 286 2535 1843 1582 1448 1284 1237 1211 307 904 820 648 172 135 139
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=22
num_cat=0
split_feature=1456 1213 11 1374 51 133 12 12 159 151 4 52 15 3 15 0 52 15 42 2 0
split_gain=0.00042659 0.000452038 0.000372808 0.000391725 0.000358793 0.00049722 0.000456003 0.000625779 0.00049133 0.000437221 0.000378778 0.000393611 0.000434513 0.0003971 0.000256812 0.000235406 0.000405783 0.000312695 0.000276771 0.000212709 0.000169008
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 0.012085000000000002 0.10622000000000002 0.12757000000000002 0.10711000000000002 0.10519500000000001 -0.083274999999999988 0.27834500000000006 0.11434500000000002 -0.10203999999999998 0.10732000000000001 -0.0079099999999999986 -0.026509999999999995 0.090645000000000017 -0.053579999999999996 0.083995000000000014 0.092365000000000017 -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
left_child=-1 -2 3 -3 5 6 7 8 9 19 11 12 -11 15 20 17 -17 -14 -19 -5 -6
right_child=1 2 -4 4 14 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00085268746290392556 -0.00080853050956677529 -0.00068914182610392159 -0.00061808773196228269 -0.00081276013996944808 0.00034582782554578158 -0.00091075646134249609 0.0010173326598234807 -0.00091407956695825339 -0.00077261161098108211 -0.0004577222468821248 0.0010126068267537391 -0.00056419341491057611 0.00060347279406550896 0.0011550293975702559 4.2098312053925203e-05 0.0011027039673871817 3.860071777032142e-05 -0.00060939998840379473 0.00033744730835955132 5.7789799448195881e-05 0.0010217534756132667
leaf_weight=0.0011840577617987921 0.0012732453599232354 0.001205834542862049 0.0015448740770338523 0.0011207079729723688 0.0012984768020487536 0.0010238542035269629 0.0010688558584153176 0.0012573088534626456 0.0011323904105210456 0.0012821639440458972 0.0013944734163448555 0.0011607221904769158 0.0014750315923177911 0.0013172436557624678 0.0016567146084351938 0.0015740262171126734 0.0013652282792975257 0.0015306345669633958 0.0010701650764275428 0.0011707968771119681 0.0018020249877379046
leaf_count=288 461 55 110 155 28 298 29 64 144 102 156 124 165 38 129 65 19 260 135 85 211
internal_value=0 2.27544e-05 6.27683e-05 0.000105 0.000145403 5.73364e-05 0.000112649 5.52646e-05 0.000133423 0.00020437 0.00031214 0.000221489 0.000316341 0.000435453 0.000496093 0.000300336 0.000608448 7.81429e-05 -0.000219796 -0.000367971 0.000738679
internal_weight=0 0.0277248 0.0264515 0.0249067 0.0237008 0.0189436 0.0179197 0.0168509 0.0155936 0.0144612 0.0121697 0.0107752 0.00961449 0.00833233 0.00475722 0.00701509 0.00293925 0.00407583 0.0026008 0.0022915 0.0031005
internal_count=3121 2833 2372 2262 2207 1839 1541 1512 1448 1304 1064 908 784 682 368 644 84 560 395 240 239
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=13
num_cat=0
split_feature=43 3 48 2 52 159 13 0 48 150 1 47
split_gain=7.88312e-05 0.00014177 0.000111346 0.000200544 0.000202667 0.000142833 0.000112028 0.00017087 8.82734e-05 0.00013465 0.000115169 0.000190043
threshold=0.18116500000000002 0.16158000000000003 0.12879500000000002 0.11548000000000001 0.11434500000000002 0.091005000000000016 -0.010384999999999998 -0.060129999999999996 0.091545000000000015 0.086615000000000011 0.077565000000000009 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 -12
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 -11 11 -13
leaf_value=-1.3020029236289039e-05 -0.0018790279534968836 0.0024507705474578799 -0.0022947421291469672 0.0025144783383601425 -0.0028946116143698628 -0.0023678951132970619 -0.0015870032197057623 0.0034486553392731726 0.0017062681217347435 -0.0023163028418604062 0.0025603069407982085 -0.001024967966074817
leaf_weight=0.0015132939756740092 0.001006580556783084 0.0011448403396894244 0.0010000341035548152 0.0014499761052247937 0.0011993510693955539 0.0010054514333609982 0.0012469109949038611 0.0012325189986503032 0.0010571512382915871 0.0014033943007323302 0.0015481709419804673 0.0012921271845120486
leaf_count=990 208 148 71 275 363 211 316 92 75 64 265 43
internal_value=0 0.000115872 -7.57698e-05 9.56071e-05 -0.000209419 0.000103279 0.00037063 0.00154083 -0.000120095 -0.000471739 0.000161614 0.00092927
internal_weight=0 0.0150932 0.0139484 0.0129483 0.0114984 0.010299 0.00929357 0.00274581 0.00654775 0.0054906 0.00408721 0.0028403
internal_count=3121 2913 2765 2694 2419 2056 1845 1082 763 688 624 308
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=13
num_cat=0
split_feature=1 0 3 0 4 3 12 16 16 1 0 49
split_gain=5.58439e-05 9.70517e-05 0.000144634 0.000191424 0.000174953 8.55502e-05 0.000199924 0.000111515 9.95056e-05 9.07777e-05 6.3939e-05 2.96757e-05
threshold=0.094385000000000011 0.18019500000000002 -0.10023499999999998 -0.10607499999999999 -0.083854999999999985 0.083060000000000009 0.090995000000000006 -0.091114999999999988 -0.061854999999999993 0.12873500000000002 -0.23001499999999997 -0.028954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -5 6 7 -2 10 -8 -7 -4
right_child=5 -3 3 4 -6 8 9 -9 -10 -11 -12 -13
leaf_value=0.00069840732638046395 0.00075974417315318875 0.0012367893523497328 -0.0006847323599971551 -0.00088685860225433139 -0.0042022606608732374 -0.00056529848265954579 -0.00098057879724471248 0.0034463620425068983 -0.001423548490854884 0.0012178684518343011 0.001507315656853565 0.00073660638428423356
leaf_weight=0.0018419862947020851 0.001021406272563169 0.0010783816378676647 0.0010217393412949027 0.001151201321294342 0.001061737882587151 0.0010017345914583586 0.001854111516064294 0.0011284629929711465 0.0016898787181780506 0.0010050966362258329 0.0010663263782749177 0.0010172644644366171
leaf_count=240 148 25 60 318 1423 61 276 179 103 50 126 112
internal_value=0 -0.000392169 -0.00068043 -0.00127776 -0.00247754 0.000308709 0.000812739 0.00216995 -0.000363128 -0.000207759 0.000503376 2.43773e-05
internal_weight=0 0.00717231 0.00609393 0.00425194 0.00221294 0.00876702 0.00500908 0.00214987 0.00375794 0.00285921 0.00206806 0.002039
internal_count=3121 2178 2153 1913 1741 943 653 327 290 326 187 172
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=11
num_cat=0
split_feature=14 147 11 3 376 43 3 0 4 3
split_gain=6.25989e-05 9.86916e-05 0.000100843 0.000132227 0.000113366 0.000142504 0.0002441 0.000227246 0.000176964 0.00013785
threshold=0.054835000000000009 0.089025000000000007 0.081005000000000008 -0.12018999999999998 0.048375000000000008 -0.070064999999999975 -0.077774999999999983 -0.10151999999999999 0.056795000000000005 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 -7
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=0.0014335002388004379 -0.0013393961446898203 0.0017350360550381803 -0.0016012976058370472 -0.0009640727025218217 0.0013853313942794566 -0.00068200499264830302 0.0021640635658881704 -0.0025191838490714611 -0.0014168925029456444 0.001943474341202665
leaf_weight=0.0019521778868458748 0.0010152073647564644 0.0010391880825610942 0.0011653827255333491 0.0015137002730603588 0.0013185471717038497 0.0010863987597679618 0.0015617713536860449 0.0017697945536826135 0.001965474376301346 0.0014238780986395305
leaf_count=119 110 118 147 757 150 59 271 1158 159 73
internal_value=0 8.5526e-05 -3.9075e-05 0.000105511 -0.000138152 -0.000353664 0.000624443 -0.000835309 -0.000169474 0.000807218
internal_weight=0 0.0147963 0.0137571 0.0125917 0.0106396 0.00932102 0.00307547 0.00624555 0.00447575 0.00251028
internal_count=3121 3011 2893 2746 2627 2477 1028 1449 291 132
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=13
num_cat=0
split_feature=4 160 52 4 15 15 457 3 15 16 3 0
split_gain=6.36983e-05 7.74049e-05 0.000154988 0.000155776 0.000200163 0.0002036 0.000169158 0.000116628 9.82154e-05 7.74563e-05 5.19845e-05 6.17316e-05
threshold=0.27287000000000006 -0.091944999999999985 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.07490999999999999 0.045365000000000009 -0.116045 0.035560000000000008 -0.095564999999999983 0.10732000000000001 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 -6 -9 -5 11 -2
right_child=10 2 -4 4 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00165373007560212 0.0022778301044719691 -0.0019317666454621671 0.0017331712765242153 3.3735759476494919e-05 -0.00061396950859742884 -0.0029994347986450152 0.0017221640851775896 0.0026124836877332736 0.00047604628709761406 -0.0021065516205332267 -0.00033448560562986579 0.0002742146240105778
leaf_weight=0.0010956190931786991 0.0010191195707133227 0.0016340650054949011 0.0014285135360969084 0.001131875529315568 0.0011365712626694741 0.0010874137235814627 0.0011088502300001246 0.0014731187094222387 0.0013996069964357545 0.0011240671717957229 0.0010036850083557369 0.0010325507430734007
leaf_count=405 160 190 204 146 102 248 110 214 809 341 124 68
internal_value=0 -0.000186803 -4.73394e-05 -0.00029928 1.59819e-05 -0.000826944 -0.000124851 0.000952026 0.0015716 -0.0010327 0.000742566 0.00126946
internal_weight=0 0.0126197 0.0115241 0.0100956 0.0084615 0.00445221 0.00336479 0.0040093 0.00287273 0.00225594 0.00305536 0.00205167
internal_count=3121 2769 2364 2160 1970 845 597 1125 1023 487 352 228
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 47 4 2 16
split_gain=6.31589e-05 9.0697e-05 0.000122211 9.78672e-05 0.000168325 0.000112508 0.000110576 0.000188672 9.97434e-05 8.26203e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.086075000000000013 -0.10607499999999999 0.086285000000000014 0.085270000000000026 -0.026489999999999996 0.10097500000000002 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6 -8
right_child=1 2 3 -5 6 -7 9 -9 -10 -11
leaf_value=-0.0012826225107547863 0.0012844071032492809 -0.0016599070464160932 0.0027111793771531136 -0.0011135652527526781 0.00082157541801514123 0.0005277147556093741 0.0018754289079585804 -0.0025884468607601466 -0.00096883078333608486 -0.00024509921581875461
leaf_weight=0.0010670917772858989 0.0016645134249594499 0.0012820917650965555 0.0011826484090740087 0.001654588840902583 0.001969629213298487 0.0017088925477551919 0.0011527669892683612 0.0010941584075592273 0.0017319325881574033 0.0010307948570352776
leaf_count=503 232 187 66 199 928 176 87 458 214 71
internal_value=0 8.93318e-05 -6.59849e-05 0.000111324 0.000316645 0.00142076 -0.000140793 -0.000603021 -1.6142e-05 0.00087439
internal_weight=0 0.014472 0.0128075 0.0115254 0.00987082 0.00289154 0.00697928 0.00479572 0.00370156 0.00218356
internal_count=3121 2618 2386 2199 2000 242 1758 1600 1142 158
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=12
num_cat=0
split_feature=14 147 11 3 376 16 1 47 3 42 16
split_gain=6.11238e-05 8.74871e-05 9.00819e-05 0.000117639 0.000105674 0.000129502 0.000147319 0.000192284 0.000124565 0.000218573 7.85041e-05
threshold=0.054835000000000009 0.089025000000000007 0.081005000000000008 -0.12018999999999998 0.048375000000000008 -0.27167499999999994 0.13075500000000004 0.086380000000000012 0.090900000000000009 1.0000000180025095e-35 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 -10
right_child=-2 -3 -4 4 -6 6 -8 -9 10 -11 -12
leaf_value=0.0013158742593005483 -0.0012741238202722005 0.0015978383997033811 -0.0014689017811584954 -0.0016819606006518316 0.0013088864168992868 -0.0022425654230106952 0.0017211097720214131 -0.0022223944512434418 0.0018996130713197909 0.00080089133503466318 -7.0171445010366016e-05
leaf_weight=0.0019211142256674333 0.0010085729701327937 0.0010112492479463784 0.0011332795764076318 0.001639507560528994 0.0012872540017212488 0.0012956839888331661 0.001160389461668021 0.0012483732961204724 0.0012903636747538805 0.0013949994832015075 0.0010403560548000179
leaf_count=119 110 118 147 234 150 722 88 254 70 1048 61
internal_value=0 8.45146e-05 -2.9594e-05 0.000103256 -0.000121673 -0.000324712 -2.52276e-05 -0.000348434 0.000117452 -0.000664669 0.00102037
internal_weight=0 0.0144226 0.0134113 0.012278 0.0103569 0.00906967 0.00743017 0.00626978 0.0050214 0.00269068 0.00233072
internal_count=3121 3011 2893 2746 2627 2477 2243 2155 1901 1770 131
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=21
num_cat=0
split_feature=13 13 1374 457 484 1213 14 11 160 50 3 0 13 13 0 0 49 52 0 3
split_gain=0.000395929 0.000443249 0.000343136 0.000414231 0.00060629 0.000321636 0.000251147 0.000225829 0.000294056 0.000358928 0.000362142 0.000394136 0.000264852 0.000247939 0.000398575 0.000361698 0.000195343 0.000170027 0.000122179 0.000110587
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.076175000000000007 0.088215000000000002 -0.22361499999999998 0.089280000000000012 0.095270000000000007 -0.14116499999999996 0.24813000000000004 -0.084034999999999985 -0.059114999999999994 0.12113000000000002 -0.0060549999999999988 -0.081429999999999989 -0.10011499999999998 0.13524500000000003
decision_type=2 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 -4 -6 7 8 -7 10 11 16 13 -13 18 -16 -10 -12 -15 -19
right_child=1 2 3 -5 5 6 -8 -9 9 -11 17 12 -14 14 15 -17 -18 19 -20 -21
leaf_value=-0.00082031411088018128 0.00083370700254969379 -0.00074331773279397086 -0.00088406170944159348 0.00076968736752838329 -0.00070224133495560897 -0.00045411541869821341 -0.00051367013567972086 -0.00045179968270867997 0.00038543169891326585 0.00097310351648950677 0.00015920025601741305 0.00049252504508806637 0.00072487737354364455 -0.00023784966306230753 0.00059696849187582145 -0.0002774150217894294 0.0012128352781825443 -0.00077859825568373192 -0.00087258609547268429 -0.00016240791848309375
leaf_weight=0.0010550493281931131 0.0011604310909213425 0.0011262314950801757 0.0013951012648684693 0.0012539952419172709 0.0010203227683581164 0.0013181858265478566 0.0012330020929680599 0.0011890713023454671 0.0010283083790656455 0.0010365588767357057 0.001258105219559269 0.0017609046514077079 0.0012334956061188507 0.0011843632208755565 0.0018861469439428354 0.0015707407502425497 0.0010393991737764835 0.0010396778663448467 0.0010246490378055251 0.0010713034403153632
leaf_count=36 49 55 478 97 470 265 60 89 49 168 57 210 28 74 161 56 56 27 585 51
internal_value=0 2.15362e-05 -1.82815e-05 1.79402e-05 -2.63395e-05 3.3809e-05 7.35998e-05 0.000114647 0.000155587 0.000208694 0.000152487 0.000273379 0.000147322 5.13973e-05 -8.57007e-05 0.000199666 0.000801353 -0.000232463 -0.000532272 -0.000465887
internal_weight=0 0.02483 0.0236696 0.0225433 0.0212893 0.0198942 0.0188739 0.0176409 0.0164518 0.0151337 0.0140971 0.010728 0.0086603 0.0074268 0.0056659 0.00345689 0.00206771 0.00336909 0.00220901 0.00211098
internal_count=3121 3085 3036 2981 2884 2406 1936 1876 1787 1522 1354 1219 1114 1086 876 217 105 135 659 78
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=12
num_cat=0
split_feature=1 3 3 0 3 12 16 16 3 0 16
split_gain=6.24926e-05 8.38097e-05 0.000139274 0.000148948 8.12028e-05 0.000158587 0.000110689 9.87742e-05 8.36034e-05 5.77996e-05 4.7826e-05
threshold=0.094385000000000011 0.10732000000000001 -0.083924999999999986 -0.13455999999999999 0.083060000000000009 0.090995000000000006 -0.091114999999999988 -0.061854999999999993 -0.13309499999999996 0.12113000000000002 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -2 10 -7 -1 -6
right_child=4 -3 3 -5 7 8 -8 -9 -10 -11 -12
leaf_value=0.00062750012501799077 0.00053860943541964718 0.00081408716425406663 -0.00037793077892542417 -0.0026340867286467748 -0.00029821005228056804 -0.00099547370888033917 0.0027720037692997423 -0.0011504244332379437 0.00068903184306371909 -0.00079771525911139234 0.0011900372686183881
leaf_weight=0.0019491995107047974 0.0010020375826128303 0.0012045379035541259 0.0015612620527303287 0.001215262245817395 0.0010084841887194607 0.001255126564646547 0.0010733211487011229 0.0016419780650380744 0.0015229321980900767 0.0010082647548990131 0.0010085878733108733
leaf_count=882 148 28 107 1119 97 109 179 103 217 42 90
internal_value=0 -0.000344705 -0.000588132 -0.00136543 0.000273176 0.000682995 0.00169366 -0.000270413 -7.20275e-05 0.000141613 0.000445952
internal_weight=0 0.00693853 0.00573399 0.00277652 0.00851247 0.00485342 0.00207536 0.00365905 0.00277806 0.00295746 0.00201707
internal_count=3121 2178 2150 1226 943 653 327 290 326 924 187
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=22
num_cat=0
split_feature=39 42 43 123 1213 133 48 2 12 484 0 52 47 160 160 474 2 2 13 3 52
split_gain=0.00051634 0.000746823 0.000734713 0.000629867 0.000460249 0.000443569 0.000364706 0.000449906 0.000511014 0.000531397 0.000487866 0.000613489 0.000495198 0.00045247 0.000442652 0.000321315 0.000281266 0.000261503 0.000255682 0.00019308 0.000128221
threshold=0.15619500000000003 -0.12995999999999999 0.24789500000000006 0.090910000000000019 -1.0000000180025095e-35 -0.085499999999999979 0.12649500000000002 0.12358500000000001 0.10312500000000001 -0.0068949999999999992 0.15398500000000004 -0.088204999999999992 0.092710000000000015 -0.065039999999999987 0.086325000000000013 0.084410000000000013 0.10327000000000001 0.090425000000000019 0.096675000000000011 0.076840000000000006 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 9 -7 11 -11 13 15 16 -13 19 -16 -10 20 -15
right_child=-2 2 -4 -5 5 6 -8 -9 18 10 -12 12 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.00093446345071177299 0.0008661221088698568 -0.00075307760232247163 -0.00094400873692865534 0.001023525717871809 0.00076631999184739816 -0.00094985946328894838 -0.0005402072177783223 0.00068419353926364875 0.000838801336787403 -0.00061241731789272817 -0.00066619503784911269 -0.00058359386063058165 -0.00040407011381906347 0.0003610416107160798 -0.00049149993808446585 0.00035846753653527184 7.8896749412772776e-05 0.00041486764903742284 0.00013594848018298294 0.0012264285348097868 0.0009316810630915802
leaf_weight=0.0014038733060829358 0.0010674509409689384 0.0011847247364863414 0.0012307242019046196 0.0010449799384559246 0.0013380884993286204 0.0010745599464035685 0.0017568028422332285 0.0017134519830268582 0.0015281819572729718 0.0018919989837802792 0.0016982493381787487 0.0013767269033864186 0.0020032741524376183 0.0013872250967090815 0.0010259501351590483 0.0010094303876109212 0.0010400399339411948 0.0010222916889937039 0.0018290930055346877 0.0012720937573276192 0.0011656565490654192
leaf_count=149 26 438 177 100 177 368 61 146 82 344 26 231 83 209 44 105 67 47 50 18 173
internal_value=0 -3.20716e-05 1.38393e-05 5.85555e-05 1.87269e-05 5.66157e-05 1.49555e-05 6.13145e-05 6.08623e-06 -8.84853e-05 -2.63351e-05 5.60193e-05 0.000167911 0.000291127 0.000455489 -0.000185068 0.000663729 -3.91256e-05 0.000455877 0.00082275 0.000621598
internal_weight=0 0.0289974 0.0275935 0.0263628 0.0253178 0.0241331 0.022795 0.0210382 0.0193248 0.0159675 0.0148929 0.0131947 0.0113027 0.00929941 0.00691326 0.00238616 0.00486502 0.00204824 0.00335727 0.00382498 0.00255288
internal_count=3121 3095 2946 2769 2669 2231 2054 1993 1847 1715 1347 1321 977 894 558 336 467 91 132 400 382
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=22
num_cat=0
split_feature=1374 457 484 133 1213 38 160 14 11 457 15 159 52 52 13 13 2 16 3 52 3
split_gain=0.000414125 0.000492295 0.000458391 0.000431161 0.000406951 0.000349459 0.000358003 0.000357101 0.000287728 0.000357778 0.000330923 0.000420313 0.000333905 0.000233903 0.000324454 0.000328107 0.000351869 0.0004355 0.00025036 0.000124906 0.000124746
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 0.084835000000000008 -0.22361499999999998 0.077685000000000018 0.088215000000000002 -0.0029299999999999994 0.095175000000000023 0.10395500000000001 -0.40306999999999998 -0.054584999999999995 0.23855500000000004 0.10002500000000002 0.098260000000000014 -0.056919999999999991 0.14121000000000003 -0.11592499999999999 -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
left_child=-1 2 -2 4 -4 6 -6 8 9 -8 11 12 -11 19 15 16 17 20 -18 -14 -15
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.00086668946212919192 -0.0007713880058903761 0.00088086884012186914 -0.00077050643316642397 -0.00082917088380709484 -0.00052439887838111419 -0.00069727093231923445 -0.00039732842759142523 -0.00052374656148567215 -0.00041540685899755581 -0.0002511168599030232 -0.0003259030132174149 -0.00044046928147592826 0.00057778045774282397 0.00092739632066966555 0.0012383074863532458 -0.00038846462057934717 0.00055933465693712978 -0.0004250444495658686 0.0014571446652120747 0.0012073777192112287 0.00024528911944536781
leaf_weight=0.0011483673906091943 0.001609650871476658 0.0013594656484388059 0.0011396134773406499 0.0011716024221241619 0.0014772726626637303 0.0010472343352247995 0.0013310000622013254 0.0012741861774694377 0.0011921157750300884 0.0010624100407259874 0.0012508511748349225 0.0010237244472000038 0.0010841141690260958 0.0011802253868471394 0.0010616400148069083 0.0010243908671299096 0.0018365582521998602 0.0014396454492620215 0.0010284053352200839 0.0017459774579717769 0.0010989982044861402
leaf_count=55 482 104 409 365 263 47 113 43 82 180 84 87 72 249 18 18 97 96 35 144 78
internal_value=0 2.69965e-05 -1.92885e-05 3.2293e-05 7.75561e-05 0.000123233 0.000165958 0.000220687 0.000275327 0.000326257 0.000391169 0.000457189 0.00053034 0.000602534 0.000483823 0.000378543 0.000497884 0.000202265 0.000881612 0.0009662 0.000598497
internal_weight=0 0.0264391 0.0250796 0.02347 0.0222984 0.0211587 0.0201115 0.0186342 0.0173601 0.0161679 0.0148369 0.0135861 0.0125624 0.0115 0.00866986 0.00760822 0.00658383 0.00371887 0.00286496 0.00283009 0.00227922
internal_count=3121 3066 2962 2480 2115 1706 1659 1396 1353 1271 1158 1074 987 807 591 573 555 423 132 216 327
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=13
num_cat=0
split_feature=4 160 52 4 15 15 457 3 15 16 3 0
split_gain=6.53357e-05 7.69092e-05 0.000134232 0.000126906 0.000162062 0.000189459 0.000136926 0.000114024 9.31854e-05 7.58034e-05 5.84243e-05 6.50205e-05
threshold=0.27287000000000006 -0.091944999999999985 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.07490999999999999 0.045365000000000009 -0.10217499999999997 0.024640000000000006 -0.095564999999999983 0.10893000000000001 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 -6 -9 -5 11 -2
right_child=10 2 -4 4 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0015848059201682895 0.0021986417396745186 -0.0016869927524322244 0.0015451748866529013 0.00014247175382653738 -0.00053933799525614343 -0.0027609940253488759 0.001532877098803685 0.0024301224175973949 0.00036884112948010992 -0.001892902864050326 -0.00038012613718016344 0.00023891274984686169
leaf_weight=0.0011002215841228449 0.0010743332974836317 0.0016402336515546354 0.0014265159736147606 0.001141760971497735 0.0013073736191590597 0.0010744555261230238 0.0010907981712318104 0.0014307326163054968 0.0012807894884182373 0.0011139123776829976 0.0010082362218749585 0.001014139982367184
leaf_count=405 167 190 204 146 138 248 110 208 779 341 119 66
internal_value=0 -0.000182656 -4.85865e-05 -0.000274133 4.48112e-07 -0.000732961 -8.18174e-05 0.000807223 0.00145647 -0.000862651 0.000717248 0.00124702
internal_weight=0 0.0126068 0.0115066 0.0100801 0.00843982 0.00442093 0.00334647 0.0040189 0.00271152 0.00225567 0.00309671 0.00208847
internal_count=3121 2769 2364 2160 1970 845 597 1125 987 487 352 233
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 47 4 2 4 2 16
split_gain=6.68634e-05 9.37723e-05 0.000101327 9.84578e-05 0.000153207 0.000104322 0.000166075 9.37287e-05 9.3012e-05 0.000172944 7.43383e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.086075000000000013 -0.10607499999999999 0.085270000000000026 -0.026489999999999996 0.086285000000000014 -0.49405499999999997 0.10097500000000002 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 8 -4 -6 -10 -7
right_child=1 2 3 -5 5 10 -8 -9 9 -11 -12
leaf_value=-0.001344901140705215 0.0013219307145382016 -0.0015503077830377537 0.002600174998369874 -0.0011530611400354298 -0.001401430722054056 0.0018551883860821999 -0.0024979282269053499 0.00056120245674798222 0.0017121902233242748 -0.0011706642564979837 -0.00020696393066699963
leaf_weight=0.0010684703921819807 0.0016926817700995004 0.001279527471603357 0.0011626995406039987 0.0016638545262415714 0.0010886459740120404 0.0011343931843876831 0.0010902496158329 0.0017259383978832643 0.0015584338820135851 0.0010895109950468385 0.0010257417245945755
leaf_count=503 232 187 66 199 112 87 458 176 877 153 71
internal_value=0 9.39465e-05 -6.82024e-05 9.61375e-05 0.000306604 -0.00013796 -0.000591721 0.0013819 -3.55346e-05 0.000526024 0.000875974
internal_weight=0 0.0145117 0.012819 0.0115395 0.00987561 0.00698698 0.00482684 0.00288864 0.00373659 0.00264794 0.00216013
internal_count=3121 2618 2386 2199 2000 1758 1600 242 1142 1030 158
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=21
num_cat=0
split_feature=14 133 1213 1374 38 124 484 3 3 457 0 15 0 16 41 15 47 3 2 150
split_gain=0.000685569 0.000445923 0.000415371 0.000336539 0.000366102 0.000503659 0.000545887 0.000296809 0.000320048 0.000411274 0.000468739 0.000366612 0.000453585 0.000549548 0.000288472 0.000546471 0.00023811 0.000217178 0.000216006 0.000339915
threshold=0.076175000000000007 0.10622000000000002 -1.0000000180025095e-35 -0.094929999999999987 0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 0.16158000000000003 -0.12018999999999998 -0.0029299999999999994 -0.053834999999999994 -0.11713499999999999 -0.10607499999999999 0.15891500000000003 0.07831500000000001 -1.0000000180025095e-35 0.086010000000000017 0.10542000000000001 0.081685000000000021 0.081835000000000019
decision_type=2 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 8 14 -10 11 -11 18 16 15 -8 -14 -12 -13 -20
right_child=-2 -3 3 4 -6 6 7 -9 9 10 17 12 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.00081171304647631426 -0.00091328236511839425 -0.00076254753113930759 -0.00063140363647794045 0.00091493273091265389 -0.00070206062845535081 -0.00066954660623839968 0.0013399653559160436 0.0008526942494927268 -0.0008280906831132659 -0.00032856214171592211 -0.00075841711503700602 0.001345417477811866 -0.00074830207951864563 0.00096653865994313385 -0.00010822356890767136 0.00015830706861230282 0.00015269924353793619 1.9901507957336798e-05 -2.6570086007583127e-05 0.0011334874747871834
leaf_weight=0.0010593332998053697 0.0017136122585177374 0.0014023804504930118 0.0012020536195791456 0.001902299757508579 0.0010021567732687578 0.0016602628725779769 0.0015419399828040525 0.0013790427191944224 0.0010841982480316323 0.0016505011356231442 0.0015624776763411711 0.00112352883570565 0.0012411937564929029 0.0010353970352467989 0.0012876268450199291 0.0018008677630518754 0.0012490691901172468 0.0014833695611145004 0.0010660376803741656 0.0010785323282647141
leaf_count=422 101 421 50 203 52 388 61 102 114 122 127 12 532 109 48 97 41 34 43 42
internal_value=0 3.72114e-05 8.13503e-05 0.000120202 0.000159231 0.000198206 0.000130856 0.000202364 0.000150236 2.96552e-05 0.000110591 0.000287319 0.000436944 7.45095e-05 0.000477684 0.000703372 -0.000296377 -0.000379365 0.000827941 0.000556838
internal_weight=0 0.0268123 0.0254099 0.0243506 0.0231485 0.0221463 0.020244 0.0185838 0.0172047 0.0125743 0.0114901 0.00844426 0.00679376 0.00352566 0.00463043 0.00334281 0.00249026 0.00304585 0.0032681 0.00214457
internal_count=3121 3020 2599 2177 2127 2075 1872 1484 1382 1176 1062 901 779 682 206 158 573 161 97 85
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=14
num_cat=0
split_feature=14 147 159 51 150 157 43 13 43 15 12 48 16
split_gain=8.18235e-05 8.5388e-05 0.000100831 0.00010255 0.000127252 0.000116605 0.0001599 0.000178711 0.000150792 0.00014806 5.84054e-05 7.39498e-06 3.36221e-06
threshold=0.057600000000000005 0.089025000000000007 -0.032739999999999991 0.095050000000000009 0.08882000000000001 -0.073574999999999988 -0.074359999999999996 -0.004174999999999999 0.0034250000000000005 -0.092919999999999989 1.0000000180025095e-35 0.081805000000000017 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 11 -9 -8 -10
right_child=-2 -3 3 -5 -6 6 8 10 12 -11 -12 -13 -14
leaf_value=-0.0014514951080809204 -0.0014502213223403729 0.0015460696698131949 0.0017821864956620804 0.0014976759590588252 -0.0016188771363075296 0.0023242324739449136 -0.00071749338293069316 0.00074230426611800486 0.00073702240253583674 -0.002660856676863096 -0.0010225821929042416 -8.2927382669013895e-05 0.0003099685532548511
leaf_weight=0.0012189824748236331 0.0010033772758160078 0.0010299518747589618 0.0010786947760754182 0.0013297604268145006 0.0012398506126389828 0.0013493216567318916 0.0010040383427482903 0.0010422194062044456 0.0010015648169086899 0.001308400960495313 0.001010511755508231 0.0010059456264211314 0.0010162965541860997
leaf_count=409 107 118 193 195 183 419 112 50 251 657 195 72 160
internal_value=0 9.38959e-05 -1.60346e-05 0.000125231 -3.98273e-05 0.000159601 -4.06982e-05 0.000845504 -0.000605685 -0.00129137 -0.000126508 -0.000399909 0.000521937
internal_weight=0 0.0146355 0.0136056 0.0123866 0.0110568 0.00981699 0.0087383 0.00340205 0.00533625 0.00331838 0.00205273 0.00200998 0.00201786
internal_count=3121 3014 2896 2487 2292 2109 1916 664 1252 841 245 184 411
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=20
num_cat=0
split_feature=1213 1374 457 484 38 48 43 3 160 124 3 47 42 4 16 4 4 16 3
split_gain=0.000481298 0.000416743 0.000320004 0.000411751 0.000311981 0.000244187 0.00025169 0.000373158 0.000349656 0.000291619 0.000221548 0.000257252 0.000354711 0.000336748 0.000181313 0.000488789 0.000280005 0.000226785 5.58094e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 -0.086869999999999989 0.24789500000000006 0.13524500000000003 -0.090969999999999981 -0.043384999999999993 0.10893000000000001 0.11312500000000002 -1.0000000180025095e-35 -0.27825499999999997 -0.52595999999999987 0.23246000000000003 -0.0016099999999999997 -0.071359999999999993 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 -7 -10 11 12 -11 -14 -15 16 17 -16 -9
right_child=1 2 -4 4 -6 6 -8 18 9 10 -12 -13 13 14 15 -17 -18 -19 -20
leaf_value=-0.00097088357871787394 -0.00087252667060260978 -0.00072866718796880438 0.00084818342690892062 -0.00051302231013375258 -0.00070470920695532005 -0.00058275879812638828 -0.00049223488010339232 0.00057261395421996035 0.00090742789715063214 -0.00069248269888313356 -0.00050719399540161884 0.00081282390158792081 -0.00039973144944030649 -0.00016478645799061856 0.00093846128777818011 0.0013335416469123132 -0.00032427971413825392 0.00011732892625050206 0.0010553246726118213
leaf_weight=0.0010842055305081274 0.0010502250099282398 0.0014211045410172573 0.0011516978061978369 0.0011716863397452917 0.0010095127694782482 0.0013124393135415255 0.0011238448791669456 0.001045067171048685 0.0012401751488776433 0.0010422394146520795 0.0010340491883695799 0.0013756462564498148 0.0015300358229914908 0.0011404547989215504 0.0014024382303618995 0.001179710423712288 0.00129369393878554 0.0015790164264046225 0.0010709208007835258
leaf_count=491 55 464 102 53 49 317 155 21 161 344 28 47 114 24 161 70 105 250 110
internal_value=0 4.2112e-05 8.55304e-05 4.36486e-05 9.97862e-05 0.000143588 0.00018788 0.000234929 0.000147774 0.000222577 0.000149215 0.000213593 0.000123675 0.000228364 0.000374075 0.000486735 0.000253062 0.000503579 0.000816918
internal_weight=0 0.023174 0.0221237 0.020972 0.0195509 0.0185414 0.0173697 0.0162459 0.0141299 0.0128175 0.0115773 0.0105432 0.00916759 0.00812535 0.00659531 0.00545486 0.00427515 0.00298145 0.00211599
internal_count=3121 2630 2575 2473 2009 1960 1907 1752 1621 1304 1143 1115 1068 724 610 586 516 411 131
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=13
num_cat=0
split_feature=14 124 41 3 0 0 1 47 13 49 52 1
split_gain=6.70168e-05 7.6979e-05 8.39871e-05 0.000162333 0.000251478 0.000167666 0.000183403 0.000189257 0.000176258 0.000120254 0.000248278 0.000153305
threshold=0.057600000000000005 -0.043384999999999993 0.07831500000000001 -0.12018999999999998 0.11070500000000001 -0.053834999999999994 0.12500000000000003 0.092530000000000015 -0.089109999999999981 -0.069799999999999987 -0.07167999999999998 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 9 -7 -5 -11 -12
right_child=-2 2 -4 5 -6 8 -8 -9 -10 10 11 -13
leaf_value=0.0013382982401275788 -0.0013650910905292067 0.0029443303481655951 -0.0015147477759957506 -0.0010415975293467101 -0.00058350718160131334 0.00012053173720805845 0.0023549393881319367 -0.0021419186850126517 -0.0027859605414624266 -0.0013006547539076512 0.0004777180097720088 0.0031197078518958176
leaf_weight=0.001326952092849166 0.001004063408065913 0.0013274142479939863 0.0010483571242954079 0.0014430501363810631 0.0010897712662938375 0.0011493981857049196 0.001003377313772702 0.0011546016676371312 0.0013365285487226663 0.0011493559229346448 0.0013665206360965231 0.0012414519121870526
leaf_count=252 107 117 105 154 91 44 109 206 223 295 1288 130
internal_value=0 8.83362e-05 -3.62815e-05 9.01275e-05 0.00135383 -0.000220164 0.000192654 -0.000148746 -0.00144211 0.000293784 0.000806654 0.00173536
internal_weight=0 0.0146368 0.0133098 0.0122615 0.00241719 0.00984428 0.00735836 0.00635498 0.00248593 0.00520038 0.00375733 0.00260797
internal_count=3121 3014 2762 2657 208 2449 2182 2073 267 1867 1713 1418
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=13
num_cat=0
split_feature=484 1 12 15 43 3 15 0 0 43 48 13
split_gain=6.84307e-05 9.67952e-05 0.000117888 0.000123913 0.000124781 0.000197624 0.000137964 0.00017668 0.000224618 0.000176065 0.000126061 9.5479e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.12477500000000001 -0.24436499999999997 -0.074359999999999996 -0.077774999999999983 -0.10203999999999998 -0.098289999999999975 -0.14920999999999998 0.055925000000000009 0.086425000000000016 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 -6 8 10 -9 -8 -5
right_child=1 -3 -4 4 6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.0010317645434138301 0.0014416289725297481 0.0011299733452354345 -0.0014092032573425359 -0.0011493898352889199 -0.0017446148705896722 0.0017546967555670933 0.0007177324764246325 -0.0021784605533322027 0.002015041915441542 4.4115269231015012e-05 -0.00136930145311979 0.00050085519127968439
leaf_weight=0.0010658755871565473 0.0010730058118498141 0.0013857480473421927 0.0010247337689499045 0.0010525756902017847 0.0011311466863909748 0.0014785646848686253 0.0010383872238077796 0.001154389670800832 0.0011442708171040573 0.0013908513645400772 0.0010109168701752935 0.0015117161919837863
leaf_count=503 128 162 60 351 156 215 84 824 113 219 35 271
internal_value=0 7.29616e-05 -3.96201e-05 7.7473e-05 -5.6658e-05 0.000529765 -0.000401758 -0.000137075 0.000521919 -0.00096393 -0.000311796 -0.000176528
internal_weight=0 0.0143963 0.0130106 0.0119858 0.0109128 0.00404286 0.00686996 0.00573882 0.00319357 0.00254524 0.0020493 0.00256429
internal_count=3121 2618 2456 2396 2268 837 1431 1275 232 1043 119 622
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=21
num_cat=0
split_feature=1213 133 1456 3 48 14 50 3 15 457 0 15 49 0 12 0 2 52 16 15
split_gain=0.000521286 0.000464361 0.000479748 0.000368037 0.000315863 0.000337107 0.000245774 0.000294514 0.000347285 0.000262104 0.000294938 0.000491786 0.000332697 0.000266718 0.000270506 0.000459968 0.000581175 0.000180252 0.000164809 0.000117357
threshold=-1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 0.16158000000000003 0.12737000000000001 0.076175000000000007 0.083090000000000011 -0.12018999999999998 -0.03241999999999999 -0.0029299999999999994 -0.10607499999999999 -0.095869999999999983 -0.068409999999999985 -0.084044999999999995 -0.010834999999999999 -0.053834999999999994 0.097845000000000015 -1.0000000180025095e-35 0.0039400000000000008 -0.0040799999999999994
decision_type=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 5 6 7 8 -4 -9 11 17 -13 -12 -15 -16 -17 -11 -10 -5
right_child=1 -3 3 19 -6 -7 -8 9 18 10 13 12 -14 14 15 16 -18 -19 -20 -21
leaf_value=-0.0010261183253931767 -0.00096529856503486239 -0.00088262459641308584 0.0011268729507052143 0.00042454759334167598 -0.00065434845362923055 -0.00066523593299736591 -0.00045603452502065663 -0.00054033068701660127 -0.00019489485364957028 -0.00054383007315788429 -0.00068748957696262969 0.00037778291938010618 0.001512298133999504 0.00067182012834906526 0.00056397655506955596 -0.0014737412627873351 0.00023978856739281901 0.00031582988244113416 0.00064548118908025237 0.0011709787745479549
leaf_weight=0.0012228831189219904 0.0010520203144877343 0.0013164646063576471 0.0018653084235822348 0.0011671459324662514 0.0014125469595498421 0.0012836201465620247 0.0014238124068308424 0.0013915120389237376 0.001273880718301249 0.0010172897055094055 0.0012921705006818602 0.0012940211776784061 0.0013841423790807933 0.0016291945656935732 0.001475463367477497 0.0010206698701527295 0.0010278720381662332 0.0016622807305304299 0.0011478605506844985 0.0010223802300632903
leaf_count=491 234 373 75 116 59 57 307 127 35 30 336 51 50 119 328 59 77 68 96 33
internal_value=0 4.83526e-05 9.7686e-05 0.00014469 8.09962e-05 0.000132445 0.000186605 0.000238946 0.000605222 0.000119939 0.000197781 0.000476668 0.000964129 -3.4045e-05 0.000129807 -0.000120773 -0.000613964 -1.05371e-05 0.000203428 0.000773087
internal_weight=0 0.0261597 0.0248432 0.0237912 0.0216016 0.0201891 0.0189055 0.0174817 0.00428705 0.0131946 0.0118031 0.00535773 0.00267816 0.00644537 0.0051532 0.00352401 0.00204854 0.00267957 0.00242174 0.00218953
internal_count=3121 2630 2257 2023 1874 1815 1758 1451 206 1245 1118 199 101 919 583 464 136 98 131 149
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=12
num_cat=0
split_feature=1 52 2 12 52 48 0 15 3 3 4
split_gain=6.40259e-05 0.000126143 0.000140136 0.000158399 0.000146604 0.000186108 0.000121594 0.000110573 0.00010747 8.5495e-05 3.79597e-05
threshold=0.11588000000000001 0.11434500000000002 0.096015000000000017 0.084100000000000022 0.096795000000000006 0.092680000000000026 -0.13455999999999999 -0.008624999999999999 0.10893000000000001 -0.074479999999999977 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -4 10 9 -2 -1
right_child=8 -3 4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0014417966977598139 0.00038935391545169286 -0.0018396372751624975 -0.0020614184981572426 -0.0019727610179345123 0.0025808305794376395 0.0022178996778189661 0.00039030413508199264 0.0013586773070133258 -0.00063986947666824692 0.0024588216598969582 6.7613916572714677e-05
leaf_weight=0.0011143315952849564 0.0014620510602174619 0.0013583101569556106 0.0010937321178898785 0.0018473761855427769 0.0010421177421946481 0.0010352148664740657 0.0015931404618910183 0.0013339427526026792 0.001423927413681525 0.0011382361217436307 0.0010258959297728687
leaf_count=186 98 413 105 1245 47 104 376 175 152 165 55
internal_value=0 -0.0002198 -1.64658e-06 -0.000633145 0.000703727 0.000178172 -0.000607707 7.9191e-05 0.000610516 0.00129523 -0.000718276
internal_weight=0 0.0114441 0.0100858 0.00532155 0.00476421 0.00372209 0.00268687 0.00347417 0.00402421 0.00260029 0.00214023
internal_count=3121 2706 2293 1661 632 585 481 416 415 263 241
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=21
num_cat=0
split_feature=43 1374 457 52 123 484 1 14 38 3 133 3 0 457 41 15 2 0 42 12
split_gain=0.000351689 0.000344747 0.000405001 0.000354273 0.00039406 0.000511842 0.000371347 0.00069481 0.000368062 0.000414024 0.000481347 0.000363284 0.000599894 0.000403257 0.000266916 0.00031925 0.00023347 0.000252946 0.000401433 6.86512e-05
threshold=0.24789500000000006 -0.094929999999999987 0.091015000000000013 0.41423000000000004 0.090910000000000019 -0.0068949999999999992 0.13686500000000004 0.062655000000000016 1.0000000180025095e-35 0.14121000000000003 0.088820000000000024 -0.12018999999999998 -0.053834999999999994 -0.0029299999999999994 0.079885000000000025 -1.0000000180025095e-35 0.11177500000000001 -0.10607499999999999 0.083995000000000014 0.078300000000000008
decision_type=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 -3 7 8 9 10 11 14 13 -13 15 -7 17 19 -19 -15
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 16 -16 -17 -18 18 -20 -21
leaf_value=-0.00071265209973096777 -0.00070479856660313092 -0.00094140460236462559 0.00080151863835789365 -0.00078061710521400238 0.00085713904748826238 0.0012586376876137497 0.0006949616775594491 -0.0011011113211723289 -0.00069422231616883263 0.00090436093879408348 -0.00083197764937009363 -0.00069401531794595806 -0.00088845385088040605 0.00088062615373549397 -0.00012492711245399104 0.00032970728071478675 -0.00029613773423741807 -0.00051609213447549357 0.00056910560463585861 0.00042282120532146814
leaf_weight=0.0011830128057699332 0.0013648811846180267 0.0010502054295235949 0.0013680852601780638 0.0010419360039809469 0.0011386215449791506 0.0011872823879510719 0.0016630828717341109 0.0010513860733496463 0.0011413946012552847 0.0012441834813756722 0.0010904588328565787 0.0010091593808070351 0.0013334038832240169 0.0015476221474321986 0.0010588179982065071 0.0018651147493002835 0.0012194486563692486 0.0012139088773714382 0.0014874711563401116 0.0010980054883331647
leaf_count=55 188 408 104 177 100 54 107 64 42 43 433 98 162 66 32 106 73 433 347 29
internal_value=0 2.51714e-05 6.18312e-05 1.67382e-05 5.55611e-05 1.05141e-05 6.25532e-05 2.61661e-06 7.29625e-05 0.000129991 6.1712e-05 0.000136559 -2.23357e-05 0.000130112 0.000480886 0.000691031 0.000256767 0.000382864 8.14544e-05 0.000690625
internal_weight=0 0.0249926 0.0238096 0.0224415 0.0213996 0.0202609 0.0192107 0.0175477 0.0164963 0.0153549 0.0141107 0.0130202 0.00890902 0.00757562 0.00411122 0.0030524 0.00656646 0.00534701 0.00270138 0.00264563
internal_count=3121 2933 2878 2774 2597 2497 2089 1982 1918 1876 1833 1400 1208 1046 192 160 948 875 780 95
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=13
num_cat=0
split_feature=43 3 15 160 13 13 484 49 4 1 16 2
split_gain=7.01926e-05 0.000146549 9.93824e-05 9.82639e-05 0.000110316 0.00010031 6.7916e-05 6.70468e-05 8.45818e-05 0.000129163 0.00011908 6.79161e-05
threshold=0.18116500000000002 0.16158000000000003 0.084050000000000014 -0.080409999999999995 -0.084034999999999985 -0.15416999999999995 0.085905000000000009 0.088595000000000021 0.0061450000000000003 0.10727500000000002 -0.27167499999999994 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 8 11 -10 -11 -6
right_child=-2 -3 -4 4 7 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0021703254218483977 -0.0015730314736893338 0.0022477038805496204 -0.0017287604266809698 0.00024420705999396165 -0.0021273389840006222 0.0029192855684083601 3.4891526247978993e-05 0.0014906779766525923 0.0017718961270416756 -0.0021431132487091534 0.00050066652059675904 -0.00015593420089332844
leaf_weight=0.0010911072832405855 0.0010023913362960527 0.0011063596871838119 0.0012362467856096163 0.001043352983116641 0.0012133248081153646 0.0010629530837877503 0.0010103614361919588 0.0010114647521337825 0.001515410121333105 0.0010009799668963121 0.0017742379003222453 0.0014300714798920477
leaf_count=297 208 148 968 50 296 254 170 259 109 73 88 201
internal_value=0 0.000103926 -7.32115e-05 9.51932e-05 0.000347173 0.00159419 -0.00111008 1.6595e-05 -0.000198429 0.000332874 -0.000452906 -0.00106081
internal_weight=0 0.0144959 0.0133895 0.0121533 0.0100518 0.00210631 0.00210147 0.00794549 0.00693402 0.00429063 0.00277522 0.0026434
internal_count=3121 2913 2765 1797 1330 304 467 1026 767 270 161 497
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=12
num_cat=0
split_feature=1 0 133 0 16 157 0 1 151 3 4
split_gain=5.95942e-05 0.000154746 0.000166218 7.95063e-05 0.000130735 0.00030287 0.00014349 0.000177494 0.000140078 0.000116027 5.25047e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.06266999999999999 -0.15599999999999997 0.11551000000000002 -0.0083949999999999979 0.083060000000000009 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 8 -8 -2 -7 -5
right_child=3 2 -4 10 5 9 7 -9 -10 -11 -12
leaf_value=-0.0021232227204413404 -0.0018479543197048298 0.0011358841780743103 -0.0014960287792698868 0.0021070644790010702 0.0016257431275624415 -0.00082461425139653249 0.00029281499899033004 0.0031534349294956849 0.00075883965451905633 -0.003254252542934738 0.00031601101292518636
leaf_weight=0.0013386110789689815 0.0011545455659067727 0.0019376598804659029 0.0011956829258286672 0.001009683898983261 0.0010680377654352924 0.0013470224367073116 0.0017256597922949979 0.0010908646589909005 0.0014120633150408466 0.0011004440562136786 0.0010077128134038521
leaf_count=1460 69 97 79 194 139 318 359 162 106 63 75
internal_value=0 -0.000543384 0.000131547 0.000217444 -8.12369e-06 -0.000840716 0.000535608 0.00140076 -0.000413782 -0.00191704 0.00121241
internal_weight=0 0.00447195 0.00313334 0.010916 0.00889864 0.0035155 0.00538313 0.00281652 0.00256661 0.00244747 0.0020174
internal_count=3121 1636 176 1485 1216 520 696 521 175 381 269
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=11
num_cat=0
split_feature=484 42 47 42 43 16 16 15 47 48
split_gain=6.22192e-05 8.93151e-05 0.000104965 0.000142086 0.000101835 0.000209104 0.000175743 0.000208815 9.10259e-05 0.00011649
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.083879999999999996 0.22339500000000004 -0.0094449999999999968 -0.03241999999999999 0.086785000000000015 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0013020624624880354 -0.0015832202855118622 -0.0014134174151691906 0.001565137927480402 0.0014562420261852453 0.0021208338629690841 -0.0022667794937473668 0.0019095556759717136 -0.0017856371335619829 -0.00073896700683275343 -0.0002423790011546484
leaf_weight=0.0010579608026928785 0.0014550743720619609 0.0011167014067663414 0.0015769462477168298 0.0018319064098255176 0.0015572757624497573 0.0010805403462688865 0.0017027021719852242 0.0016447303808058422 0.0011249603218329018 0.0010944475462140724
leaf_count=503 779 311 112 288 207 213 208 356 57 87
internal_value=0 9.34122e-05 0.00022217 3.78802e-05 0.000272903 8.69138e-06 0.00035382 -0.000134789 0.000584148 0.00114546
internal_weight=0 0.0141853 0.0130686 0.0114916 0.0100366 0.00820466 0.00712412 0.00542141 0.00377668 0.00265172
internal_count=3121 2618 2307 2195 1416 1128 915 707 351 294
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=20
num_cat=0
split_feature=1213 44 133 3 50 48 0 51 2 159 150 49 15 4 39 0 0 1 52
split_gain=0.000387074 0.000342368 0.000343332 0.000450438 0.000405771 0.000405804 0.000329483 0.000282011 0.000290965 0.000267301 0.000215149 0.000217817 0.00025401 0.000268601 0.000199682 0.000230896 0.000431001 0.000201204 0.000107828
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.083640000000000006 0.12879500000000002 -0.23091999999999999 0.087505000000000013 0.113445 0.10275500000000001 0.12187000000000002 -0.087004999999999985 -0.11713499999999999 -0.49013999999999996 0.092870000000000022 -0.059114999999999994 -0.10151999999999999 0.094715000000000008 0.056145000000000007
decision_type=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 -2 8 9 10 11 -8 -13 -14 15 16 17 -15 -17
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 18 -18 -19 -20
leaf_value=-0.00071730589688522571 0.00063905020146014842 -0.00066332344852762645 -0.00061094152931637767 0.0007121319505241536 -0.00059993291227129373 -0.00067305056791267513 -0.0002950599709927373 -0.00055718501777201766 0.00063511832964520496 -0.00054847058714198533 -0.00043025464547475777 -0.00036015990677851862 -0.00028731651961984447 0.00027926542891102481 -7.0346280515130039e-05 0.00098351757439301551 -0.00036177333574811369 0.00097826681210073517 0.00048928673260129074
leaf_weight=0.0011350176031710004 0.0017855164843467641 0.0010661801389808536 0.0011307222516721274 0.0016714986585224514 0.0014220445230679049 0.0010228354172383538 0.0014264453840522754 0.0010184976400608994 0.0015181276730801005 0.0010279329891671124 0.0010415545927575662 0.0010334863427827719 0.0010943655136195192 0.0017388287948466568 0.0013299471902330495 0.0013582108333363308 0.0011864370477224356 0.0010045148418955652 0.0013719915052661236
leaf_count=491 53 60 372 136 376 41 91 104 209 153 31 141 89 78 38 53 536 48 21
internal_value=0 2.56357e-05 5.73208e-05 9.15857e-05 4.06925e-05 8.87442e-05 0.000132187 7.61507e-05 0.000118779 6.12001e-05 0.000110994 0.000159828 0.000223959 0.000290412 0.000369543 0.000457385 0.000264406 0.000535215 0.000735155
internal_weight=0 0.0242491 0.023183 0.0220522 0.0203807 0.0189587 0.0179359 0.0161503 0.0151318 0.0136137 0.0125858 0.0115442 0.0101178 0.0090843 0.00798993 0.00665998 0.00392978 0.00274334 0.0027302
internal_count=3121 2630 2570 2198 2062 1686 1645 1592 1488 1279 1126 1095 1004 863 774 736 662 126 74
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=13
num_cat=0
split_feature=47 50 42 51 160 151 4 1 16 2 1 12
split_gain=6.64111e-05 9.28964e-05 0.000109051 0.00013593 0.000163692 0.000103063 0.000176748 0.000125175 7.9129e-05 6.24839e-05 5.83923e-05 5.14447e-05
threshold=0.13148500000000005 0.086580000000000004 0.09832500000000001 -0.076794999999999988 -0.027994999999999996 -0.083559999999999982 0.24564500000000003 0.090840000000000018 -0.069894999999999985 0.10097500000000002 0.11146500000000002 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 9 -9 11 -8 -7
right_child=-2 -3 -4 4 5 6 10 8 -10 -11 -12 -13
leaf_value=-0.0011244074912404821 -0.0010607912330474133 -0.0012231244184290183 0.0016063285441652751 0.0019910276390343786 -0.0013292566010711735 0.0014840090201086774 0.0006452592917629207 -0.001975083496766619 -0.00021310891263990337 -0.00052971995400366264 0.0022257449885944272 0.00018181347503768827
leaf_weight=0.0017625720584437754 0.0011813736771946201 0.0010801646480920269 0.0010821004378530836 0.0010703414577767642 0.0010087790795380884 0.0011619508353697388 0.0010076858839287439 0.0010273458415988035 0.001183247015598049 0.0011906245664375092 0.0010096650320623179 0.0014988596721726699
leaf_count=455 65 551 295 340 167 64 80 71 131 100 105 697
internal_value=0 8.57552e-05 0.000194483 6.63268e-05 0.000272928 7.05815e-05 0.000245363 -0.000150955 -0.00103196 0.000354715 0.00143628 0.00075047
internal_weight=0 0.0140833 0.0130032 0.0119211 0.0101585 0.00908816 0.00807938 0.00606203 0.00221059 0.00385144 0.00201735 0.00266081
internal_count=3121 3056 2505 2210 1755 1415 1248 1063 202 861 185 761
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=21
num_cat=0
split_feature=13 13 160 1213 1374 457 484 148 133 132 133 42 147 484 1 4 42 3 2 2
split_gain=0.000404845 0.000597497 0.000326668 0.000329415 0.000362357 0.000397483 0.000602364 0.000299035 0.000287313 0.000311699 0.000259924 0.000422457 0.000268639 0.000294546 0.000168313 0.000279299 0.000250278 0.00019348 0.000182179 7.75726e-05
threshold=-0.53104499999999988 -0.47860499999999995 -0.26568499999999995 -1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.082084999999999977 0.088625000000000009 0.079970000000000013 -0.0084449999999999994 -0.11466499999999999 0.088335000000000011 1.0000000180025095e-35 0.104035 -0.0016099999999999997 0.086035000000000014 -0.10217499999999997 0.11704500000000001 0.086950000000000013
decision_type=2 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 -6 -8 9 10 -9 -12 13 14 15 17 18 -13 -16 -19
right_child=1 2 3 4 5 -7 7 8 -10 -11 11 12 -14 -15 16 -17 -18 19 -20 -21
leaf_value=-0.00076009411542145625 0.00086034978623040039 -0.00071643329610467522 -0.00066726633471153607 -0.00067068462430133302 -0.0007365339553841 0.00072986470876852531 -0.00054896442971890877 -0.00039566760296992198 -0.00037472248264018072 0.00074593101899206077 -0.00053815050487533809 0.00010266358902086601 -0.00028783536250206077 -0.00023148554205752359 0.0010813725164242009 -0.0002232915806466524 0.00017190017348637189 0.00092740534229908932 0.0004129296215193144 0.00044096162705416003
leaf_weight=0.0010713651208860133 0.0012447055041195912 0.0010068740931049027 0.0010681559566845236 0.0010566208536193491 0.0014637411343491327 0.001343733120977574 0.00105767858434369 0.0013261198361155533 0.001569240945030719 0.0013877265293634209 0.0011450485987454248 0.0015760346862254658 0.0012647794928142284 0.0013130683181299405 0.0015809564039588331 0.0014100984226423953 0.0014537142827227012 0.0010108496341940665 0.0010484985600685004 0.0010166401276952008
leaf_count=36 49 258 463 55 457 94 57 371 416 105 36 66 34 160 119 73 69 89 53 61
internal_value=0 2.0261e-05 -2.31283e-05 7.1008e-06 3.98065e-05 7.56098e-05 3.08108e-05 9.26592e-05 0.000132339 0.000183564 0.000128394 0.000182605 0.000253297 0.000319044 0.000398509 0.000245871 0.00058593 0.00042946 0.00081483 0.000683489
internal_weight=0 0.0253443 0.0240996 0.0230927 0.0220245 0.0209679 0.0196242 0.0181605 0.0171028 0.0155335 0.0141458 0.0128197 0.0116746 0.0104099 0.00909679 0.00501362 0.00408317 0.00360352 0.00262945 0.00202749
internal_count=3121 3085 3036 2778 2315 2260 2166 1709 1652 1236 1131 760 724 690 530 289 241 216 172 150
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=21
num_cat=0
split_feature=1213 124 43 123 483 38 3 133 160 474 151 42 148 4 151 16 15 3 1 2
split_gain=0.000519558 0.00032893 0.000378821 0.000321382 0.000408026 0.000329393 0.000322708 0.000281591 0.000386703 0.000861711 0.000478711 0.00041249 0.000286377 0.00027787 0.000254207 0.0002619 0.000363285 0.000371705 0.000322881 6.96938e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.24789500000000006 0.088120000000000018 0.080810000000000007 1.0000000180025095e-35 0.149315 -0.032969999999999992 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 -1.0000000180025095e-35 0.10530000000000002 0.40473500000000007 -0.039414999999999999 -0.36241499999999999 1.0000000180025095e-35 -0.077774999999999983 0.094385000000000011 1.0000000180025095e-35
decision_type=2 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 7 -2 9 -9 -10 -12 13 14 -13 -16 17 -17 -19 -20
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 11 12 -14 -15 15 16 -18 18 19 -21
leaf_value=-0.000952533383469319 0.00063043438985509789 0.00078870181643573905 -0.00089164709283755608 0.00083048578708412547 -0.00089081595180046374 -0.00073977771969305423 0.00089027758125380667 -0.0011834204784853936 -0.0007624481459814705 0.0004860384200176899 -0.00067282671626508984 0.00091246581315786038 -0.00048612734214817659 0.0010744803568290525 -0.00052904586233049359 -0.0004989640263814829 0.00089906053698793928 -0.00012598511369359567 0.00094021834576971 0.00041791885594156099
leaf_weight=0.0012343771631072855 0.001642503342081921 0.0012166172735339478 0.0010152574006722917 0.0010716995113541341 0.0010863054620399428 0.0011217206244404912 0.0010485084122535673 0.0017027825244142194 0.0013279623789037567 0.0011397582616570201 0.0011530103685399315 0.0011405727944054948 0.0010373712857454356 0.0010072214478054073 0.0010510889762720375 0.0016710739944563145 0.0015663384339705821 0.0018749305342460974 0.001260005739065484 0.001021586698129795
leaf_count=491 226 39 163 121 316 49 94 370 90 116 247 105 15 64 37 212 209 88 26 43
internal_value=0 3.49328e-05 -3.37385e-06 3.59652e-05 -2.99957e-06 4.34427e-05 8.81649e-05 4.29394e-05 -1.39781e-05 -0.000514027 8.67512e-05 0.000174969 0.000259019 0.000331992 0.000253974 0.000165039 0.000263707 9.29374e-05 0.000330903 0.000706358
internal_weight=0 0.0251563 0.0239397 0.0229244 0.0218527 0.0207664 0.0196447 0.0185962 0.0169537 0.00284254 0.0141112 0.0127832 0.0116302 0.0105928 0.0095856 0.00844502 0.00739394 0.0058276 0.00415652 0.00228159
internal_count=3121 2630 2591 2428 2307 1991 1942 1848 1622 486 1136 1046 799 784 720 615 578 369 157 69
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=12
num_cat=0
split_feature=14 147 52 41 52 4 15 49 15 0 15
split_gain=7.39298e-05 7.71477e-05 0.000110308 0.000126492 0.000177956 0.000167757 0.000161389 0.00014274 0.000254446 0.000269053 9.96665e-05
threshold=0.057600000000000005 1.0000000180025095e-35 0.19022000000000003 0.075585000000000013 0.10744000000000002 -0.42529999999999996 -0.016799999999999995 -0.047584999999999995 -0.10091499999999999 -0.11756999999999999 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9 -8
right_child=-2 -3 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=-0.0014138196143200323 -0.0010606467366187163 0.00097332112465567627 -0.0012429361767503783 -0.0012728671366783806 0.0018020319162680327 0.00085223401158943959 0.0015202889823197037 -0.0010550544368887519 -0.002002913777207997 0.0016412122157131543 0.00011956113747077262
leaf_weight=0.0011373401662524473 0.0010104850006325003 0.0013984471471673041 0.0011139913925058845 0.0010218526210943333 0.0010446081140564898 0.0015070252690527128 0.0019565503275795672 0.0013342078876285024 0.0013829991367453522 0.0011074174666161063 0.0014432902045046943
leaf_count=157 107 167 328 112 190 174 204 114 481 257 830
internal_value=0 7.0703e-05 -2.60276e-05 8.75537e-05 0.000214933 4.69402e-05 0.000237215 -0.000201785 -0.000617102 0.000167857 0.000925656
internal_weight=0 0.0144477 0.0130493 0.0119353 0.0109134 0.00986883 0.00873149 0.00533165 0.00382462 0.00244163 0.00339984
internal_count=3121 3014 2847 2519 2407 2217 2060 1026 852 371 1034
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=13
num_cat=0
split_feature=1 0 3 16 133 160 2 151 16 3 3 12
split_gain=6.23708e-05 8.84509e-05 0.000231635 0.000138083 0.000119383 8.17244e-05 8.38355e-05 0.000135964 0.000119494 0.00013722 6.0747e-05 4.01147e-05
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 1.0000000180025095e-35 0.079055000000000014 0.12299 -0.0071249999999999985 -0.16927999999999996 0.084940000000000015 -0.116045 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 7 -2 11 -10 -3 -9
right_child=5 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00062241129122261971 -0.0018242355354511509 0.0018875006603864747 0.0011686552487560238 -0.0032483370869285425 -0.0010452730195309955 0.001715110855535265 0.001275735894251982 0.0019501217970134144 0.00045631885603412286 -0.0021229866853440726 6.6982929873849216e-05 0.00044403844564184364
leaf_weight=0.0011778924580544839 0.001192617850797717 0.0011228248433248211 0.0010087588034988215 0.0011946162187682664 0.0013669827115546096 0.0010718940250414588 0.0014535430391165588 0.0010506516828545573 0.001561836865343974 0.001003314831109936 0.0010509730051830868 0.0010445137544934369
leaf_count=653 117 48 48 1229 93 137 226 105 268 59 107 31
internal_value=0 -0.000386287 -0.00101582 -0.00194463 0.000214885 0.000311816 0.000105946 -0.000184564 0.000235043 -0.000552532 0.00100733 0.00119929
internal_weight=0 0.00692205 0.00338127 0.00237251 0.00354078 0.00837837 0.00730648 0.00585293 0.00466032 0.00256515 0.0021738 0.00209517
internal_count=3121 2178 1930 1882 248 943 806 580 463 327 155 136
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=21
num_cat=0
split_feature=1374 150 15 484 133 133 41 16 3 1 15 43 12 3 3 16 0 15 4 0
split_gain=0.000454194 0.00047509 0.000523546 0.000380839 0.000367782 0.000353597 0.000352695 0.000335433 0.000463634 0.000413413 0.000314565 0.000364416 0.00028393 0.000282264 0.000270781 0.000187522 0.000170136 0.000276779 0.00016785 0.000122032
threshold=-0.094929999999999987 0.081835000000000019 -0.03241999999999999 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 0.07831500000000001 -0.013324999999999998 -0.12018999999999998 0.090475000000000014 -0.016799999999999995 -0.086304999999999979 0.098330000000000015 -0.012304999999999998 0.090900000000000009 -0.091354999999999978 -0.18901999999999997 -0.10653 -0.062539999999999984 -0.10151999999999999
decision_type=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 -2 5 6 7 9 -9 -5 14 -12 15 -7 -10 -3 -11 -18 -13 -19
right_child=1 2 -4 4 -6 13 -8 8 10 16 11 18 -14 -15 -16 -17 17 19 -20 -21
leaf_value=-0.00083700422656149832 -0.00076586028722653253 0.0011493390710658336 -0.00029590551802598914 -0.00078968223305373765 -0.00076048590468534908 0.00010017696220873889 -0.0007751343978591288 0.000822737527023176 8.3607400273964094e-05 -0.00042975752801829788 0.00083735659797492677 -0.00048772255446281112 1.1937262518334209e-05 0.0010934963154585653 -0.00090036013961847781 0.00045234350932525164 0.00062757679576718448 0.00016848121144432299 0.00030362839109328017 -0.00045568612530599107
leaf_weight=0.0012135232028196432 0.0013958783291851814 0.001856231708079914 0.0015548333005344075 0.001727582628952529 0.0011958225854423734 0.0012118749955514485 0.0011622015685204259 0.0019288132933277247 0.0011469867368836817 0.0013474913072570871 0.0014166078006248028 0.0010235743023021548 0.0010117372816438319 0.0010443981787107695 0.001050883529520874 0.0012780727103229583 0.001469824269387382 0.0012402831071778309 0.0010802655301875904 0.0012168390138918017
leaf_count=55 475 90 124 697 359 247 89 114 166 45 37 84 26 52 32 128 103 31 51 116
internal_value=0 3.91828e-05 0.000397055 -5.95709e-05 -8.39137e-06 4.13867e-05 -3.2615e-05 2.62933e-05 0.000229055 -0.000195149 2.88035e-05 0.000288311 0.000656927 0.000559971 -0.000386864 0.000865126 -4.16951e-07 0.000146907 -8.1385e-05 -0.000140625
internal_weight=0 0.0263602 0.00570088 0.0206593 0.0192634 0.0180676 0.0158114 0.0146492 0.00764713 0.00700202 0.00571832 0.00352045 0.00414604 0.00225627 0.00219787 0.0031343 0.00527444 0.00392695 0.00210384 0.00245712
internal_count=3121 3066 368 2698 2223 1864 1565 1476 484 992 370 172 244 299 198 218 295 250 135 147
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=12
num_cat=0
split_feature=14 1 4 3 13 11 39 0 15 48 4
split_gain=6.014e-05 7.09116e-05 0.000124361 0.000105367 0.00019323 0.000157054 0.000110946 0.000192391 0.000162606 0.000281097 9.4322e-05
threshold=0.057600000000000005 0.077565000000000009 -0.083854999999999985 -0.10519499999999998 -0.083364999999999981 0.080455000000000013 0.0046100000000000004 -0.10151999999999999 -0.10203999999999998 0.086425000000000016 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 -3 7 8 -6 -10 -1
right_child=-2 3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.0010111927034347919 -0.0011933532321654421 0.0026058459565046041 -0.0015212465785498697 0.0016202131611436845 -0.0016022440224878808 -3.5726519092986148e-05 0.0010354341266791058 -0.0024469501029082256 0.0022358449466812124 -0.0011781496071566731 0.00091305379081689931
leaf_weight=0.0010156261362304075 0.0010033766203430003 0.0011221293305809787 0.0016898008151943122 0.0015454450294437871 0.0012578451639821964 0.0011541152741703087 0.001148079745342985 0.0012037136517454861 0.0012898677634893829 0.0011560414518996254 0.0017594927879929761
leaf_count=35 107 94 1276 323 75 141 192 468 68 39 303
internal_value=0 7.98793e-05 -0.00044594 0.000317571 3.33988e-05 0.0012665 -0.000371574 -0.000700738 -0.000133222 0.000622245 0.000208826
internal_weight=0 0.0143422 0.00446492 0.00987724 0.00760099 0.00227624 0.00605555 0.00490747 0.00370375 0.00244591 0.00277512
internal_count=3121 3014 1614 1400 1165 235 842 650 182 107 338
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=13
num_cat=0
split_feature=484 42 1 150 15 43 3 47 151 2 0 0
split_gain=5.86475e-05 8.65504e-05 0.000105376 0.00011791 0.00012263 0.000106068 0.000248977 0.000143123 0.000116192 7.1328e-05 6.78769e-05 5.07051e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.13686500000000004 0.11456000000000001 -0.24436499999999997 -0.074359999999999996 -0.077774999999999983 0.092530000000000015 -0.0064299999999999991 0.10097500000000002 -0.10224499999999999 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 11 8 -7 10 -10 -6
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0012391617974072582 0.0020108069939491972 -0.0013774695032425957 0.0017072839672699293 -0.0015603983056753838 -0.001230262215471492 0.0014435085272443387 0.0026472151095399792 -0.0022330675728052434 -0.00084375046044105398 -0.0013523188166227221 0.0011039367758083757 0.00042671127357225895
leaf_weight=0.0010578907329566395 0.001040236230855131 0.0010989183858697441 0.0012622553697235412 0.0012047472161088599 0.0010096978017236358 0.0012226080630424211 0.001332843033425961 0.0010402550141078992 0.0010221401889480885 0.0016123272399764799 0.0011005458097562973 0.0011935599451646794
leaf_count=503 104 311 125 97 504 104 202 104 91 234 661 81
internal_value=0 8.929e-05 0.000212886 5.27441e-05 0.000236533 4.29455e-05 0.000790542 -0.000397806 -1.27145e-05 -0.00048939 0.000166064 -0.000332638
internal_weight=0 0.0141401 0.0130412 0.011779 0.0105742 0.00953398 0.0035361 0.00599788 0.00495762 0.00373501 0.00212269 0.00220326
internal_count=3121 2618 2307 2182 2085 1981 787 1194 1090 986 752 585
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=12
num_cat=0
split_feature=14 2 48 150 48 1 12 12 52 0 0
split_gain=5.57119e-05 0.000142536 0.000177978 0.000161162 0.00014818 0.00012506 0.00013846 0.0001455 0.000192569 0.000113357 7.9269e-05
threshold=-0.10708499999999999 0.10912000000000001 -0.032929999999999994 0.088380000000000014 0.12230500000000001 0.13021500000000003 0.095330000000000012 0.090455000000000021 0.084960000000000022 -0.13027499999999997 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 10 6 7 8 9 -4 -3
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010964016812630116 0.0019408443755168806 0.0026498077981460246 0.0013569033120648061 -0.0023374939009780057 -0.00058236023670052883 0.0016066490727419504 -0.0019772316486593028 0.0014343053249665605 -0.0026248663741794483 -0.00074801579361579394 0.00067131385371401342
leaf_weight=0.0012637863174281292 0.0010081402203896426 0.0013786349585502983 0.0012564469499386534 0.0011890320875190827 0.001147309784687689 0.0010033348967196168 0.0014023103777543941 0.0014284890027075892 0.0010267314105712536 0.0019091284919868952 0.0010616203722473511
leaf_count=140 129 158 117 159 83 73 392 381 454 742 293
internal_value=0 9.73797e-05 -0.000230126 -0.000467623 0.00103069 -0.000190621 -0.000447383 -6.57068e-05 -0.000576822 8.74466e-05 0.00178907
internal_weight=0 0.0138112 0.0102236 0.00921547 0.00358757 0.00802644 0.00702311 0.0056208 0.00419231 0.00316558 0.00244026
internal_count=3121 2981 2447 2318 534 2159 2086 1694 1313 859 451
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=20
num_cat=0
split_feature=1213 38 124 483 1374 457 160 151 49 3 16 1 16 1 15 49 0 13 4
split_gain=0.000477476 0.000359318 0.000362217 0.000333686 0.000323253 0.000623864 0.000290548 0.000348625 0.00028875 0.000331916 0.00041984 0.00022456 0.000337158 0.000297568 0.000288943 0.000125111 0.000325645 0.000275109 9.99028e-05
threshold=-1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.22361499999999998 -0.0077149999999999988 0.092185000000000017 -0.13309499999999996 0.051380000000000002 0.13021500000000003 0.22339500000000004 0.13968000000000003 -0.10203999999999998 -0.087004999999999985 -0.10151999999999999 -0.084034999999999985 0.0012600000000000003
decision_type=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 -6 18 9 10 -9 12 14 -13 -11 -16 -17 -18 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 11 -12 13 -14 -15 15 16 17 -19 -20
leaf_value=-0.00097082641295098227 0.00070864317221458646 -0.0008110992407158816 -0.00078840335102475616 -0.00081941606643704738 -0.00077726920790402128 0.0010758548296199251 -0.00015921485571633264 -0.0008102698343692825 0.00076913341989474221 -0.00034738386653205866 0.00033369061040853327 0.0012225595648455488 -0.00061691365366987785 9.1492288702358973e-05 -5.1445511008303868e-05 0.0010905062427804446 0.00070523411906287014 -0.00040858999943229094 -0.00078748546698866441
leaf_weight=0.0012159263693157637 0.0019100329570819466 0.0011797630519256854 0.001041206962218765 0.0011098928777291675 0.0010358896352581628 0.0014378905926459842 0.0011947035893852256 0.001920004651163148 0.0016317767488673871 0.0015004088482845016 0.0012768415020483204 0.0011027568618746653 0.0013185502330911314 0.0011213506293852316 0.0010089263877064445 0.0015941579525353636 0.0010945171382657441 0.0010278255090062022 0.0012256045246203939
leaf_count=491 228 55 53 345 231 85 155 79 212 79 106 29 124 51 53 39 134 507 65
internal_value=0 2.15391e-05 6.32469e-05 6.28772e-06 5.09217e-05 9.57578e-05 1.76962e-05 6.60875e-05 0.000156195 7.90527e-05 -0.000353364 0.000220566 9.32901e-05 0.000652298 0.000243702 0.000431382 0.000562457 0.000165822 -0.000477361
internal_weight=0 0.0247321 0.0235523 0.0216423 0.0205324 0.0194912 0.0180533 0.0170174 0.0145971 0.0129653 0.00319685 0.00976849 0.00754439 0.00222411 0.00622584 0.00472543 0.0037165 0.00212234 0.00242031
internal_count=3121 2630 2575 2347 2002 1949 1864 1633 1413 1201 185 1016 936 80 812 733 680 641 220
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=21
num_cat=0
split_feature=1213 133 133 132 1374 457 48 1 42 160 43 475 12 0 1 0 15 47 43 47
split_gain=0.000561528 0.000291021 0.00035433 0.000385745 0.000218245 0.000404286 0.000249155 0.000263471 0.000454761 0.000367586 0.000308869 0.000397376 0.000492067 0.000264286 0.000205948 0.000331847 0.000196622 0.000382444 0.000180275 0.000171279
threshold=-1.0000000180025095e-35 0.10622000000000002 0.097125000000000003 0.081240000000000021 -0.094929999999999987 0.092360000000000012 -0.086869999999999989 0.11588000000000001 -0.0060199999999999993 -0.098904999999999979 0.084740000000000024 -1.0000000180025095e-35 0.095330000000000012 -0.063634999999999983 0.094385000000000011 -0.13843999999999998 -0.016799999999999995 0.13148500000000005 -0.06984499999999999 0.086785000000000015
decision_type=2 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 -6 8 -8 -10 11 -11 13 14 15 -13 17 18 -9 -16
right_child=1 -3 -4 -5 5 -7 7 16 9 10 -12 12 -14 -15 19 -17 -18 -19 -20 -21
leaf_value=-0.0010481187917166057 -0.0007008505229407901 -0.0007505583599882648 0.001008889892207269 0.00083924289753367761 -0.00073290938533485681 0.00094796472669520524 -0.00099979026521385497 0.00096973914236286277 -0.00091098695581869472 -0.00067511473330703921 -0.00057471062819186363 0.00057510894102759359 -0.00069796659014923781 0.0010664048455641931 0.001005565088807936 -0.000711395665676433 0.00082330410602522621 -0.00064670793572340821 0.00014353110525344785 0.00016300586239216124
leaf_weight=0.0012768840495134262 0.0011302279672165119 0.0011345356069671899 0.0010240822505884753 0.0014686582202986234 0.0012230267889101745 0.0011588016710137863 0.0013365952873949987 0.001059201614332872 0.0010502470767906327 0.0011329341095787692 0.0015310072395471339 0.0010552190822270503 0.0010010710145815782 0.0016616451695439273 0.0013883157044856098 0.0010204293281776688 0.0014236736886115145 0.0011747484153943333 0.0019254067929147523 0.0011342757157919436
leaf_count=491 52 373 64 184 61 75 422 107 214 265 68 45 69 77 109 234 36 27 119 29
internal_value=0 4.5436e-05 8.32227e-05 4.17827e-05 -1.29287e-05 2.54165e-05 -3.05027e-05 1.75037e-05 -0.00011393 -6.0467e-06 8.97136e-05 0.000210902 0.000349148 0.0005166 0.00031792 -5.73619e-05 0.000307342 0.000130738 0.000436742 0.000626711
internal_weight=0 0.0250341 0.0238996 0.0228755 0.0214068 0.0202766 0.0191178 0.0178948 0.0123117 0.0109751 0.0099249 0.00839389 0.00726096 0.00625989 0.00459824 0.00207565 0.00558303 0.00415936 0.00298461 0.00252259
internal_count=3121 2630 2257 2193 2009 1957 1882 1821 1532 1110 896 828 563 494 417 279 289 253 226 138
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=13
num_cat=0
split_feature=376 1 42 475 43 3 12 2 12 160 0 4
split_gain=7.2943e-05 0.000102822 0.000166708 0.000124264 0.000150029 0.000166379 0.000162587 0.000177547 0.000179534 0.000158106 0.000138631 7.65507e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.070064999999999975 -0.075944999999999985 0.098810000000000023 0.089885000000000007 0.085885000000000017 0.088405000000000011 -0.064754999999999993 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 7 -6 9 11 -5 -9
right_child=-2 -3 3 4 6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.002270709230492658 0.0015948254146472948 0.0016952712473445716 -0.0017622982290045864 -0.0012220143927738419 -0.0015213512532690342 0.0033582543390636575 -0.0025057324464512441 -0.0018464454190256262 0.0030376838434016365 0.0019487567065806968 0.0019473778063855364 0.00041156520985968396
leaf_weight=0.0013938070589790521 0.0010008430063663818 0.0010863756138639056 0.0013724063799215184 0.0010555654159501437 0.0018094462434181287 0.001019474780317154 0.0010543338898118676 0.0012679296411253205 0.0010029953246029483 0.0011446402019221757 0.0010186661159474752 0.0010157580725755899
leaf_count=835 64 144 431 383 468 227 132 100 167 41 55 74
internal_value=0 -0.000116894 -0.000266548 -2.90368e-05 0.000199934 0.00133092 -0.000279693 9.63811e-05 0.000756951 8.96977e-05 0.000334491 -0.000842108
internal_weight=0 0.0142414 0.013155 0.0117612 0.0103888 0.00309371 0.0072951 0.00624077 0.00443132 0.00342833 0.00207423 0.00228369
internal_count=3121 3057 2913 2078 1647 665 982 850 382 215 438 174
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=22
num_cat=0
split_feature=1213 38 40 42 39 2 484 42 43 16 151 48 2 43 15 13 457 4 48 0 16
split_gain=0.000408199 0.000319823 0.000371717 0.000915591 0.000656903 0.000407701 0.000430831 0.000356718 0.000542059 0.000330747 0.000389022 0.000375409 0.000372099 0.000488346 0.0003964 0.000491914 0.000303461 0.000261015 0.000156538 0.000118617 0.000116354
threshold=-1.0000000180025095e-35 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.090455000000000021 -0.14451499999999998 -0.0068949999999999992 0.092620000000000022 -0.20207499999999998 0.22339500000000004 -0.0083949999999999979 0.091635000000000008 0.090425000000000019 -0.067199999999999996 -0.074054999999999996 -0.076384999999999995 0.083570000000000019 0.09173000000000002 0.088735000000000022 -0.019414999999999998 -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
left_child=-1 2 3 -2 5 -5 -7 8 -8 10 11 16 13 -12 18 -16 -10 -9 -14 -17 -15
right_child=1 -3 -4 4 -6 6 7 17 9 -11 12 -13 14 20 15 19 -18 -19 -20 -21 -22
leaf_value=-0.00093442874884832185 -0.0013538554205904849 -0.00082245869858253533 0.0010189068874854764 0.00096491629236675279 0.0013547005362918288 -0.00083679624063555706 0.0012851381573538521 -0.00097731704426971843 -0.0005536091533656271 -0.00060733592934926765 0.00073393542431918245 -0.0011385177704235714 0.00061384831205639001 -0.0007319757687128623 0.00087859666472577609 -0.00071941461124964327 0.00067721342512747237 8.3243564688388408e-06 0.0014393710769921369 7.6916126678483587e-05 -8.4909577774595999e-05
leaf_weight=0.0012256828459723248 0.0012227514538556408 0.0011249828847290635 0.0010679872607783905 0.0012185938611515247 0.0010759057276423503 0.0015742168994788133 0.0010565741687589272 0.00142265247703549 0.0010992993257414882 0.0017222034902125158 0.0014270080325911047 0.0010699135465304099 0.0011180201033437198 0.0016110720305251231 0.0016864439735162495 0.0010102213102942126 0.0010583706639351043 0.0014711325202559911 0.0013834489335095013 0.0010038714344275945 0.0013965143384616161
leaf_count=491 108 55 39 57 125 459 46 284 118 233 209 54 118 227 77 80 113 65 70 22 71
internal_value=0 3.38015e-05 7.12887e-05 3.01959e-05 0.000102502 4.21669e-05 -1.10972e-05 5.54353e-05 0.00014788 7.07873e-05 0.000155024 -0.000343897 0.000306416 -5.64903e-05 0.000565904 0.000224873 5.01285e-05 -0.00047624 0.00107041 -0.000322505 -0.000431523
internal_weight=0 0.0268212 0.0256962 0.0246282 0.0234055 0.0223296 0.021111 0.0195367 0.016643 0.0155864 0.0138642 0.00322758 0.0106366 0.00443459 0.00620201 0.00370054 0.00215767 0.00289378 0.00250147 0.00201409 0.00300759
internal_count=3121 2630 2575 2536 2428 2303 2246 1787 1438 1392 1159 285 874 507 367 179 231 349 188 102 298
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 133 38 3 14 48 52 48 0 52 0 15 0 4 13
split_gain=0.000367325 0.000328869 0.000390332 0.000347574 0.00035182 0.000370323 0.000394665 0.000270791 0.000301471 0.000259256 0.000224597 0.000273778 0.000174484 0.00030554 0.000357442 0.000288079 0.000219281 0.000101456
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.076175000000000007 0.11951500000000001 0.11434500000000002 -1.0000000180025095e-35 -0.16360999999999995 -0.40306999999999998 -0.075684999999999988 -0.10203999999999998 -0.11013499999999998 -0.35136499999999998 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 10 -5 -12 -13 14 -14 -16 -15 -18
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 16 15 -17 17 -19
leaf_value=-0.00083719964333440252 -0.00076076014373157707 -0.00067929907921021734 0.00085179126181654963 -0.00028111651716351664 -0.00077403814312326585 -0.00071174870947796108 0.00092559347230390286 -0.00064567116608799221 -0.0006228370658696615 -0.00029383220197602071 0.00094249299294858193 -0.00030691999751840507 -0.00057251149598897715 0.00020326253099856682 0.00093708499091515291 -5.7077238550100296e-05 0.0011862218828339994 0.00060976584518299549
leaf_weight=0.0011319601339055815 0.0011107740356219855 0.0014661056002421907 0.0013196266181130225 0.0013797883845132483 0.0010346105849965417 0.0011246054619444825 0.0013977747894253758 0.0010013916957438687 0.001036897472513231 0.0019781946374421442 0.0015117978649850034 0.0010581293099640116 0.0014019038231811954 0.0018863649254576842 0.00109975699972797 0.0015519750501585316 0.0011972173939505852 0.0015433751095828008
leaf_count=491 55 464 102 84 303 52 115 51 55 261 42 219 121 61 54 404 130 57
internal_value=0 2.89721e-05 6.71292e-05 1.93458e-05 7.00436e-05 0.000115601 0.000167164 0.000103482 0.000151432 0.000206388 0.000284734 0.000354132 0.000262797 0.000332243 3.43833e-05 0.000355233 0.000593195 0.000861588
internal_weight=0 0.0241003 0.0229895 0.0216699 0.0202038 0.0191692 0.0180446 0.0166468 0.0156454 0.0146085 0.0126303 0.0112505 0.00973872 0.00868059 0.00405364 0.00265173 0.00462696 0.00274059
internal_count=3121 2630 2575 2473 2009 1706 1654 1539 1488 1433 1172 1088 1046 827 579 458 248 187
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=10
num_cat=0
split_feature=52 16 43 159 160 16 4 1 16
split_gain=7.21693e-05 0.000113605 0.000109818 0.000129983 0.000148316 0.000168955 0.000146241 0.000120392 0.00014741
threshold=-0.38533999999999996 0.23311500000000004 -0.13868499999999997 0.076905000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.0024449999999999997 0.094385000000000011 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.0014348733969347337 -0.0014212847271259496 0.0015531726357889226 -0.0019281382208828262 0.0015947577256343421 0.0023864472524649906 -0.0013695974862869586 -0.0014707445660951501 -0.00059930991521417291 0.0019075043380754131
leaf_weight=0.001134576928962198 0.0018192316369081704 0.0016686149336158371 0.0013716613838245543 0.0017864865410934421 0.0013308813326458648 0.0018560523651326372 0.0011601105547772578 0.0015258881207627084 0.0017448268878310566
leaf_count=334 272 141 605 408 700 271 135 83 172
internal_value=0 0.000108797 -8.25551e-05 0.000143455 -0.000144966 0.000176114 0.000674043 0.00015969 0.000737999
internal_weight=0 0.0142638 0.0125951 0.0107759 0.00898942 0.00761776 0.00576171 0.00443083 0.00327072
internal_count=3121 2787 2646 2374 1966 1361 1090 390 255
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=20
num_cat=0
split_feature=51 124 123 133 47 50 1 42 52 51 2 160 151 4 2 3 4 12 156
split_gain=0.000393197 0.000409765 0.000410948 0.000538893 0.000387751 0.00031351 0.000299322 0.000387981 0.00026676 0.000293635 0.000314688 0.000291401 0.000253293 0.000243713 0.000186327 0.000256451 0.000152387 0.000139135 9.81892e-05
threshold=-0.40274499999999996 0.11040000000000001 0.091310000000000016 0.10622000000000002 0.11893500000000001 0.096010000000000012 0.11551000000000002 -1.0000000180025095e-35 0.11434500000000002 -0.076794999999999988 0.098035000000000011 0.086870000000000017 0.06617000000000002 0.24564500000000003 0.11411 0.11658 -0.00059999999999999995 0.079890000000000017 0.089725000000000013
decision_type=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 7 -2 9 18 11 16 13 -8 15 -12 17 -11 -9
right_child=1 -3 -4 -5 -6 -7 12 8 -10 10 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00089655772834961757 -0.00070017181013384648 0.00096446494271725382 0.0009539093750155881 -0.0011171483594518655 -0.00087506736995865018 -0.00065883724925461392 0.00036371233895083808 -3.2293374321683815e-05 -0.0005533764353067768 0.00090882368243152027 0.00043388027659934904 -0.00048164637632998466 -3.8178373860061052e-05 0.0013840177121064775 9.2758999462495264e-05 0.0013291851584913722 -7.2741099414299642e-05 0.00019405790937948261 -0.00071420652745321435
leaf_weight=0.0011000844572870974 0.0016004255754904348 0.0011139088068077277 0.0010438971008038802 0.0010551504451753449 0.0011127314976526739 0.00134951742614453 0.0012238257759680229 0.0010150680028916956 0.0013432351265913337 0.0011230624784339619 0.0019623341599781519 0.0017806393851569347 0.0012466756235411935 0.0010310344612828315 0.0013191344366303426 0.0012530922539326639 0.001964257590044571 0.0015486272758770125 0.0010039228966579605
leaf_count=114 569 25 103 395 70 326 84 141 179 47 121 125 15 139 67 29 138 305 129
internal_value=0 4.78021e-05 5.21569e-06 -3.79688e-05 1.40798e-05 6.17267e-05 0.000111812 2.1765e-05 0.000102487 0.000170411 0.000270295 4.99749e-05 0.000521055 0.000830247 0.000582057 0.000782792 0.000254167 0.000494514 -0.000371368
internal_weight=0 0.0250905 0.0239766 0.0229327 0.0218776 0.0207649 0.0194153 0.0159138 0.0143134 0.0129701 0.0109511 0.00641659 0.00350154 0.00225486 0.00453456 0.00321543 0.00463595 0.00267169 0.00201899
internal_count=3121 3007 2982 2879 2484 2414 2088 1850 1281 1102 832 615 238 223 217 150 490 352 270
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=11
num_cat=0
split_feature=47 52 47 4 52 16 15 15 1 48
split_gain=7.23848e-05 9.95443e-05 0.000105122 0.000113793 0.000159812 0.000159939 0.000127375 0.000113125 0.000149253 0.000146315
threshold=0.13148500000000005 0.11434500000000002 0.10783500000000001 0.27834500000000006 0.091275000000000009 0.071345000000000006 -0.43375999999999998 -0.0063699999999999989 1.0000000180025095e-35 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 9 -9 -1
right_child=-2 -3 -4 6 -6 -7 -8 8 -10 -11
leaf_value=-0.0025934053817583116 -0.0013989563176933326 -0.0012417676000309162 0.002110682792251769 2.0457755232750149e-05 0.0015638209868686168 -0.0021855366237469053 0.0027841018110503308 -0.00061413735734722934 0.0019839241382022276 9.0596739440906588e-05
leaf_weight=0.0011052408631126824 0.0011908293920445132 0.0016627740301010394 0.0010138520927790726 0.0012535376458166769 0.0015517790595180325 0.0015706065462510466 0.0010750406775951815 0.0014945629352868389 0.0015769069170127603 0.0019453803330152369
leaf_count=418 65 476 110 107 213 429 138 498 364 303
internal_value=0 0.000112873 0.000291825 0.000132485 -0.000160681 -0.000508549 0.00129636 -7.83222e-05 0.00071972 -0.000881818
internal_weight=0 0.0142497 0.0125869 0.0115731 0.00924448 0.0076927 0.00232858 0.00612209 0.00307147 0.00305062
internal_count=3121 3056 2580 2470 2225 2012 245 1583 862 721
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=12
num_cat=0
split_feature=2 15 2 40 52 48 13 43 4 12 4
split_gain=5.96066e-05 8.3603e-05 8.02806e-05 0.000146124 0.000129851 0.000136023 0.000112353 0.000104684 9.97766e-05 6.38243e-05 5.7941e-05
threshold=-1.0000000180025095e-35 -0.10203999999999998 0.096015000000000017 -0.012109999999999998 -0.088204999999999992 0.083985000000000018 -0.00051499999999999994 -1.0000000180025095e-35 0.018150000000000003 0.092355000000000007 0.41257000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 9 -6 -8 -5 -10
right_child=2 -3 3 6 5 -7 8 -9 10 -11 -12
leaf_value=-0.00018631274011681549 -0.0015473042194436013 0.0016588912923940066 0.001593428643153761 0.0014813272364723334 -0.0012708144273622802 0.0011251869017896252 -0.0014563601776701783 0.00047552454820413856 0.0007814217224413006 -7.3130106173138802e-05 -0.00072922937901791305
leaf_weight=0.0010335371824877551 0.0017442385488441606 0.0010036599929502685 0.0013021524093296127 0.001121955473949332 0.0018904133202381707 0.001348407661502668 0.0015544410896166649 0.001141718546338542 0.0011084295926990229 0.00107022859160643 0.0010028750937411957
leaf_count=93 343 106 194 200 1016 180 231 341 93 250 74
internal_value=0 0.000722759 -0.000113776 0.000213629 -0.000496525 -7.81271e-05 -9.30847e-05 -0.000613248 -0.000580783 0.000722438 6.38586e-05
internal_weight=0 0.0020372 0.0132849 0.00716008 0.00612478 0.00438054 0.00585793 0.00303213 0.00366575 0.00219218 0.0021113
internal_count=3121 199 2922 1042 1880 1537 848 1357 398 450 167
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=24
num_cat=0
split_feature=1213 133 38 3 40 47 9 1374 457 42 484 15 151 457 4 133 0 16 1 3 3 16 4
split_gain=0.000748794 0.000437982 0.000439661 0.000512908 0.000590924 0.000773325 0.000509784 0.000384852 0.000718812 0.00038978 0.000452217 0.000368992 0.000293331 0.000442193 0.000367107 0.000376756 0.000341059 0.000575501 0.000735107 0.000547456 0.000453491 0.00033537 8.44599e-06
threshold=-1.0000000180025095e-35 0.10622000000000002 0.084835000000000008 0.16158000000000003 0.05433000000000001 0.13148500000000005 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.09832500000000001 -0.0068949999999999992 0.097485000000000016 -0.0077149999999999988 0.041220000000000007 -0.49405499999999997 0.083950000000000011 -0.13455999999999999 0.042200000000000008 0.10089500000000001 -0.10115999999999999 -0.13309499999999996 -0.094359999999999986 -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
left_child=-1 2 3 4 5 6 -2 -8 9 10 -9 12 13 -12 -14 16 21 18 -18 -19 -20 -16 -5
right_child=1 -3 -4 22 -6 -7 7 8 -10 -11 11 -13 14 -15 15 -17 17 19 20 -21 -22 -23 -24
leaf_value=-0.0010718604244558466 0.0011429801975093056 -0.00081905885163970971 -0.00083444804947138175 0.00097807909971742613 0.0012083421758114729 -0.0011417442041402135 -0.00078209095211933209 -0.0010222109554707747 0.0010551270149233699 0.0006404819140477376 -0.00091821388619999725 -0.0008929304405881621 -0.00063661400616415477 0.00039402981942158896 0.0011684616607782301 0.0011398569441254684 -0.0012622092340172654 0.0011770471290606706 -0.00055313717939695886 -0.00031931249395814282 0.00085485030420486376 6.7924653520835777e-05 0.0007798382034461417
leaf_weight=0.0014908009615991471 0.0010453238734459682 0.0013164520681245564 0.0011673026528971056 0.0010033594259173384 0.0010466769002470669 0.0012916016601547389 0.0012878165618204198 0.00113635881567238 0.0016867894583421075 0.0020084014838457056 0.0015843898058358627 0.0010494920838827202 0.0012041487628557867 0.0010020086774187309 0.0013415608714879568 0.0010568889818235441 0.0014880291357829032 0.0013934746073971382 0.0011005534652870352 0.0010066049090553808 0.0010867231699993596 0.0013063765101435304 0.0010526715845675652
leaf_count=491 68 373 52 33 32 36 48 367 93 143 135 113 99 82 42 174 406 54 25 91 26 36 102
internal_value=0 5.19923e-05 9.39244e-05 0.000135319 7.21414e-05 2.0607e-05 8.95214e-05 3.64246e-05 9.06149e-05 -9.65624e-07 -8.27271e-05 -9.70576e-06 5.85982e-05 -0.000409831 0.000168896 0.000268071 0.000162448 -3.93739e-05 -0.000423904 0.000549467 0.000146405 0.000625505 0.000876581
internal_weight=0 0.028663 0.0273466 0.0261793 0.0241232 0.0230765 0.0217849 0.0207396 0.0194518 0.017765 0.0157566 0.0146203 0.0135708 0.0025864 0.0109844 0.00978021 0.00872332 0.00607539 0.00367531 0.00240008 0.00218728 0.00264794 0.00205603
internal_count=3121 2630 2257 2205 2070 2038 2002 1934 1886 1793 1650 1283 1170 217 953 854 680 602 457 145 51 78 135
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=12
num_cat=0
split_feature=1 42 3 42 13 52 4 4 2 48 3
split_gain=5.63582e-05 0.0001513 0.000114013 0.000106812 0.000189805 0.000128449 0.000121614 0.000147616 9.07879e-05 9.25479e-05 7.54128e-05
threshold=0.11588000000000001 0.092620000000000022 0.10893000000000001 -1.0000000180025095e-35 0.086705000000000018 -0.087769999999999987 -0.0016099999999999997 -0.17966999999999997 0.089885000000000007 0.089025000000000007 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 7 -7 -8 -10 -2
right_child=2 -3 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=-0.0015222245390243071 0.00044034506364990222 -0.0021451872246848673 -0.00074239397315663312 -0.0018273167715948686 0.0024449056770321151 -0.00037931815008329937 -0.0017588663487080535 0.002214827325350421 -0.00095398567400354565 0.0012944460068938786 0.0024432116565947948
leaf_weight=0.001308153682799078 0.0014298113382347211 0.0012030151315349244 0.0013804350969264245 0.0011858413397246963 0.001141002570308026 0.0012821900862118908 0.0012163927028001204 0.0017039045243423812 0.001218993604805374 0.001223419596438402 0.0011168014104834404
leaf_count=811 98 489 152 321 103 52 150 604 111 65 165
internal_value=0 -0.000207307 0.000594178 1.94753e-05 0.000244268 -7.6383e-05 0.000236087 0.00110094 -0.00046975 0.000172267 0.00131869
internal_weight=0 0.0114829 0.00392705 0.0102799 0.00897174 0.00783074 0.0066449 0.00298609 0.00365881 0.00244241 0.00254661
internal_count=3121 2706 415 2217 1406 1303 982 656 326 176 263
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=19
num_cat=0
split_feature=1213 133 3 1374 457 484 148 160 15 4 4 47 1 3 2 12 12 48
split_gain=0.000411827 0.000311884 0.000335673 0.000270564 0.000297455 0.000492179 0.000287348 0.000262319 0.000266756 0.000328754 0.000238783 0.000235245 0.000241784 0.000240591 0.000300086 0.000200365 0.000124821 9.07459e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.080634999999999984 -0.22361499999999998 0.084050000000000014 -0.49405499999999997 -0.068329999999999988 0.13148500000000005 1.0000000180025095e-35 0.095270000000000007 1.0000000180025095e-35 0.10345000000000001 0.081420000000000006 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 -9 16 12 -12 14 15 -14 -11 -16
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 -13 13 -15 17 -17 -18 -19
leaf_value=-0.00090129478939682251 -0.00070603295709537929 -0.00070769521711975289 0.00066371754917968217 -0.0008998740393197361 0.00077385284495741925 -0.00063144913832886872 -0.00050278327041249917 -0.00048977220220994743 -0.00038785671295111195 0.0010356609902942905 -0.00035919202997503026 -0.00043674942318611414 -7.8406860643416893e-05 -0.00022455114907708068 0.001209434891346152 0.00061917497937030719 0.00040671747916161925 0.00061786629947836161
leaf_weight=0.0010840436329311439 0.001078889691140005 0.0011866357464226226 0.0019476221412921815 0.0012217703301198859 0.0012043472272459379 0.0011818990687331157 0.0013374862065222417 0.0011950867336416532 0.0016048759524087139 0.0013387498374715029 0.0010711853067636168 0.0010876277243596641 0.0019139462455860234 0.0011483875211126815 0.0012475933143107354 0.0017321453511982554 0.0014532145516268358 0.0010584305395406335
leaf_count=491 49 373 149 393 88 67 247 104 293 44 303 18 198 28 107 20 80 69
internal_value=0 3.50824e-05 7.37012e-05 1.86548e-05 5.81491e-05 1.17884e-05 7.59106e-05 0.000127553 0.000184321 0.000253643 0.000327365 0.000212503 0.000298917 0.000398199 0.000518351 0.000252993 0.000708297 0.000937914
internal_weight=0 0.0240099 0.0228233 0.0208756 0.0197967 0.0185924 0.0173706 0.0161887 0.0148512 0.0132464 0.0120513 0.00925932 0.00817169 0.0071005 0.00595212 0.00364609 0.00279196 0.00230602
internal_count=3121 2630 2257 2108 2059 1971 1578 1511 1264 971 867 743 725 422 394 218 124 176
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=21
num_cat=0
split_feature=1374 457 133 3 484 1213 147 40 42 160 43 15 47 0 4 4 2 2 15 42
split_gain=0.00040769 0.000500216 0.000416487 0.000530475 0.00054611 0.000349565 0.000353002 0.000358037 0.000852042 0.000348613 0.00028268 0.000307209 0.000343441 0.000197617 0.00017484 0.000181672 0.000159456 0.000379772 0.000135661 9.75364e-05
threshold=-0.094929999999999987 0.091015000000000013 0.10622000000000002 0.16158000000000003 -0.0068949999999999992 -1.0000000180025095e-35 0.099230000000000013 0.05433000000000001 -0.12995999999999999 -0.098904999999999979 -0.074359999999999996 1.0000000180025095e-35 0.092530000000000015 0.041630000000000007 -0.0016099999999999997 0.076415000000000025 0.084055000000000005 0.096540000000000015 -0.0040799999999999994 0.088670000000000013
decision_type=2 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 8 -7 -10 16 12 13 14 -12 -16 19 -18 -5 -11
right_child=1 -3 -4 18 5 6 -8 -9 9 10 11 -13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=-0.00085753904813582566 -0.0009328352832334892 0.00091449840363907607 -0.00085381818765958644 0.00035469738119119651 -0.00078962030926036666 -0.0012725607789666354 -0.0006198238182333471 0.00098768006233875233 -0.00056267066708751699 0.0011494358870687406 0.00098364195598327165 -0.00050929929388567063 -0.00039008246752210624 -0.00011271383717108146 -0.00016736281320165139 0.00064780904599901672 -0.0004249091332055705 0.00072803504561907647 0.0011081158071049788 0.00050496501535846386
leaf_weight=0.0012352789125795729 0.0014759533872111255 0.0014015675256062723 0.0012929338554333583 0.0010767523255517109 0.0011460406411875615 0.0010042805176302396 0.0015499090763384507 0.0010626287602106812 0.0013591600567787196 0.0011253243861203107 0.0014646868741854608 0.0016574425856791253 0.0016481044875736872 0.00130907737069208 0.0010278918674181776 0.0016150377705253516 0.0010555002824903514 0.0017359122588266329 0.0011204467421475064 0.0010364484380409322
leaf_count=55 411 104 429 107 409 88 22 42 273 100 69 266 74 103 82 98 143 142 28 76
internal_value=0 3.35626e-05 -1.62966e-05 2.98403e-05 -4.3394e-05 2.29163e-05 7.28428e-05 0.000135619 7.91674e-05 0.00016946 0.000242224 7.80018e-05 0.000215786 0.00040013 0.000563571 0.000330771 0.00053141 0.000292079 0.000738898 0.000840448
internal_weight=0 0.0261651 0.0247635 0.0234706 0.0212734 0.0197974 0.0186514 0.0171015 0.0160389 0.0150346 0.0136754 0.00872224 0.0070648 0.00541669 0.00410762 0.00264293 0.00495319 0.00279141 0.0021972 0.00216177
internal_count=3121 3066 2962 2533 2398 1987 1578 1556 1514 1426 1153 692 426 352 249 180 461 285 135 176
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=23
num_cat=0
split_feature=13 13 160 14 1213 1374 4 453 124 457 484 43 0 0 1 12 2 42 0 49 16 0
split_gain=0.000574371 0.00070513 0.000377469 0.000382242 0.00036218 0.000356157 0.000383329 0.000409515 0.000350945 0.000381258 0.000687789 0.000351078 0.000642367 0.00106693 0.000445236 0.000472142 0.000363482 0.000253217 0.000305203 0.000396042 0.000187324 0.000123813
threshold=-0.53104499999999988 -0.47860499999999995 -0.40698999999999991 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.49013999999999996 1.0000000180025095e-35 -0.043384999999999993 0.092360000000000012 -1.0000000180025095e-35 0.084740000000000024 -0.019414999999999998 -0.053834999999999994 0.12500000000000003 0.092355000000000007 0.11237500000000002 0.083995000000000014 -0.13455999999999999 -0.063424999999999981 -0.042349999999999992 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
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 10 -10 12 13 14 15 16 17 18 19 -12 -13 -14
right_child=1 2 3 -5 5 6 7 -9 9 -11 11 20 21 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00097586066365978148 0.0010261011829773652 -0.00090933139502695655 -0.00075655940236595009 -0.00069229320447553738 -0.00063123101368152629 -0.00053711348752994716 0.00096474324720348165 -0.00067805425587667649 -0.00089655465401609164 0.00098584544617154866 -0.00034328595944435483 -0.00060367435299043344 0.00064154842921730626 -0.0012123485604604574 0.0011690304802110365 -0.00044741077831851269 0.0011308795235553128 0.00077887623920050149 -0.00052005412903363343 0.00084158163545487784 0.00020849253215265233 0.0012784339081418203
leaf_weight=0.0012994948527431651 0.0015004023240670064 0.0010147349656715312 0.0011502862829671492 0.00159270958615254 0.0013981399956044518 0.001701744715306922 0.001391798956402234 0.0011209459023638893 0.0013206971489441712 0.0012441621356138457 0.0010810873388411579 0.0015700033456887974 0.0013297422594362911 0.0011305575643426038 0.0011792388804502387 0.00194813689367071 0.0011849025748151831 0.0013413961217356718 0.0014201079744844422 0.0014700288572413378 0.0010442473033580582 0.0013670021997822523
leaf_count=36 49 240 452 84 53 150 195 76 409 70 33 142 26 86 57 278 56 212 267 29 49 72
internal_value=0 3.36164e-05 -1.95635e-05 1.38926e-05 5.81841e-05 9.68407e-05 0.000141398 0.000196007 0.000244939 0.000191168 0.000134304 0.000219043 0.000315881 0.000153278 0.000313687 0.000194258 0.000386649 0.000220659 3.21045e-05 0.00033947 -0.000279259 0.000964391
internal_weight=0 0.0295021 0.0280017 0.0269869 0.0253942 0.0242439 0.0228458 0.0211441 0.0200231 0.0186313 0.0173871 0.0160665 0.0134522 0.0107555 0.0096249 0.00844566 0.00649752 0.00531262 0.00397122 0.00255112 0.00261425 0.00269674
internal_count=3121 3085 3036 2796 2712 2260 2207 2057 1981 1786 1716 1307 1116 1018 932 875 597 541 329 62 191 98
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=12
num_cat=0
split_feature=4 3 2 132 160 43 42 3 4 12 0
split_gain=6.06463e-05 0.000112215 0.000167777 0.000133852 0.000133156 0.000161705 0.000235665 0.000134422 0.000185082 0.000117969 0.000103976
threshold=-0.51843499999999987 0.13524500000000003 0.11389000000000002 0.079970000000000013 -0.079874999999999988 0.084740000000000024 -0.0060199999999999993 0.048265000000000009 0.0061450000000000003 0.092355000000000007 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 9 -9 10 -8
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0015525280689679928 -0.0020452342374863235 0.0033725081981408776 -0.0002178805249569628 0.00193208857738485 -0.0023529420829692884 -0.0021126489081395288 0.0011651323134000725 -0.0023700207997446304 0.0010118555645644723 0.00025431861370436973 0.0039009364257840237
leaf_weight=0.001002474508039696 0.0016800587450131335 0.0010287307843654956 0.0011844595971755023 0.0011965111995616293 0.001224154784667357 0.0013929123080717596 0.0012624714688294235 0.001150058044228075 0.0016911790141520555 0.0018773781362411077 0.0010993669797093883
leaf_count=65 548 57 131 292 470 237 429 85 74 406 327
internal_value=0 0.00010052 0.001451 -0.000137181 -0.000354793 -6.19306e-05 0.000282032 0.000737598 -0.000357039 0.00147125 0.00243857
internal_weight=0 0.0147873 0.00221319 0.0125741 0.0113776 0.00969752 0.00830461 0.00708045 0.00284124 0.00423922 0.00236184
internal_count=3121 3056 188 2868 2576 2028 1791 1321 159 1162 756
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=19
num_cat=0
split_feature=1213 133 1374 457 484 38 3 457 15 49 0 52 15 0 0 0 13 13
split_gain=0.000376261 0.000289332 0.000302384 0.000293564 0.000383429 0.000327996 0.000424151 0.000199728 0.000221667 0.000257604 0.00031771 0.000268892 0.000278045 0.000288033 0.000263528 0.000297237 0.000165362 0.000155232
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 1.0000000180025095e-35 0.16158000000000003 -0.0029299999999999994 0.084050000000000014 0.12215500000000001 -0.15350499999999997 0.11434500000000002 -0.11713499999999999 -0.073574999999999988 -0.10607499999999999 -0.059114999999999994 -0.059629999999999996 0.11596500000000001
decision_type=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 -6 9 10 -9 12 13 -12 -14 -16 -17 -18
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 14 -15 15 16 17 -19
leaf_value=-0.00092499231574727264 -0.0007777372536682506 -0.00077860260303235548 -0.00074352469296651692 0.00089171058246148029 -0.00049660287355603411 -0.0007475793518395608 0.0010378289104168823 0.00098926451536465038 -0.00040213605870154806 -0.00053548684073980086 -0.00081489483469876348 -0.00045252496039736417 0.0010676027236647464 0.00039189281437609582 -0.00030382673768258823 0.00099370620238604349 -9.6064323745872172e-05 0.0006416730375391589
leaf_weight=0.0011042520177951534 0.0010252329843822841 0.0010761119696507939 0.0013929863004239823 0.0011933902490238726 0.0012914093013460795 0.0010371020761654739 0.0013845102739878925 0.001502616224822389 0.0016031818038494969 0.0010450527153598602 0.0010460462698555495 0.0014197812696117315 0.001421703860343123 0.0010018107212462456 0.0015672638589084818 0.001299775363321487 0.0013540671444087944 0.0016218740847833146
leaf_count=491 52 373 400 99 132 52 115 56 369 84 91 146 66 62 290 62 152 29
internal_value=0 3.59565e-05 7.54271e-05 0.00011672 7.04518e-05 0.000131424 0.000183341 0.000110199 0.000162851 0.000231057 0.000296532 0.000199544 0.000298957 -0.000224535 0.000446526 0.000295406 0.000515055 0.000305999
internal_weight=0 0.0232839 0.0222078 0.0211826 0.0199892 0.0185962 0.0175591 0.0161746 0.0148832 0.01328 0.0122349 0.0107323 0.00931254 0.00204786 0.00726468 0.00584298 0.00427572 0.00297594
internal_count=3121 2630 2257 2205 2106 1706 1654 1539 1407 1038 954 898 752 153 599 533 243 181
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=12
num_cat=0
split_feature=14 157 14 48 2 4 2 0 51 16 16
split_gain=6.06824e-05 8.26509e-05 0.000113283 9.53264e-05 0.00023519 0.000144833 0.000136612 0.000213474 0.000159103 9.70935e-05 8.49547e-05
threshold=0.057600000000000005 -0.077384999999999995 -0.10708499999999999 0.12230500000000001 0.10912000000000001 0.181285 0.10097500000000002 -0.059114999999999994 0.081440000000000026 0.26676500000000009 -0.090764999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -9 -6
right_child=-2 2 3 -5 10 -7 -8 9 -10 -11 -12
leaf_value=0.0011888849042671536 -0.0011642453329574604 -0.0015589306057473672 -0.0020366958465451715 -0.0012966437618097462 0.00067413694192568967 0.001059325330017624 -0.0021369484561725716 0.0016890372849846943 0.00023900066717795617 -0.00015866522225863465 0.0025595357475721513
leaf_weight=0.0014642122068666561 0.0010226044222889632 0.0011014260323794775 0.0017763983958337037 0.0010936231898456281 0.0011534459174741066 0.0019107957136106218 0.0010227437797043146 0.0014488013029768628 0.0012874131986713028 0.0013210624961619288 0.0011693400827235004
leaf_count=366 107 112 1333 91 162 188 149 93 214 55 251
internal_value=0 7.74295e-05 -4.50696e-05 9.17867e-05 0.000228705 -0.000140776 -0.000475229 -0.000183901 -0.00108045 0.000807792 0.00162329
internal_weight=0 0.0147493 0.0132851 0.0121836 0.01109 0.00876721 0.00685642 0.00583368 0.00306381 0.00276986 0.00232279
internal_count=3121 3014 2648 2536 2445 2032 1844 1695 1547 148 413
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=21
num_cat=0
split_feature=1213 133 1456 1374 38 3 457 48 146 1 52 0 0 4 47 2 48 16 13 12
split_gain=0.000450022 0.000307018 0.000299504 0.000323469 0.000341124 0.000502546 0.000354407 0.000297961 0.000329424 0.00023173 0.000522733 0.000285501 0.000381489 0.000277296 0.000246869 0.000224821 0.000538399 0.000165543 0.000157023 3.84583e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.16158000000000003 0.088350000000000026 0.11951500000000001 0.086030000000000009 0.111945 0.11434500000000002 -0.074479999999999977 -0.10151999999999999 -0.49405499999999997 0.13206500000000002 0.080205000000000012 0.083685000000000009 -0.23935499999999996 0.0076650000000000008 0.093965000000000007
decision_type=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 5 6 7 8 9 10 11 12 15 -13 17 -5 -17 -11 -15 -19
right_child=1 -3 3 4 -6 -7 -8 -9 -10 14 -12 13 -14 18 -16 16 -18 19 -20 -21
leaf_value=-0.00088338457387385889 -0.00070836755814215934 -0.00069284187935842205 -0.00064714796860774115 0.00071581496412810532 -0.00062815786661313917 0.0010096988346489312 0.00086070944359095008 -0.00065130911014064127 -0.00067271153617658262 0.001147818754510603 -0.00080665440116216432 -0.00020090751706559345 -0.00073951599213159405 0.00096552188620502158 -0.0001276478135272226 -0.00066454562872589828 0.00062707641555796571 0.00064130698223596109 0.00032837100029528191 0.0002294239238477264
leaf_weight=0.0012187502088988602 0.0010238905830066555 0.0011981814875214316 0.0011726398889706493 0.0012186696010303361 0.0011650850880524635 0.001558305304335538 0.0013675837576270214 0.0011635905711884212 0.0010647224054434181 0.0011239757743629619 0.0013242334269518161 0.0010578964743306329 0.0013133616813307269 0.0018369313696570194 0.0010980580045725219 0.0014895233635272564 0.0013664587665702665 0.0010004813586669279 0.0015964972390754006 0.0010019498730571286
leaf_count=491 234 373 52 27 58 131 94 65 20 107 218 108 608 144 9 101 80 77 81 43
internal_value=0 4.12411e-05 7.79756e-05 0.000113103 0.000154097 0.000198378 0.00013192 7.54712e-05 0.000126747 0.000181919 7.00857e-05 0.000187605 -4.30385e-05 0.000464295 0.000478509 0.000181453 -4.65627e-05 0.000691403 0.000669255 0.000435214
internal_weight=0 0.025142 0.0239439 0.02292 0.0217473 0.0205822 0.0190239 0.0176563 0.0164928 0.015428 0.0112036 0.00987934 0.00538801 0.00449133 0.00422447 0.00407465 0.00285598 0.00312641 0.00343343 0.00200243
internal_count=3121 2630 2257 2023 1971 1913 1782 1688 1623 1603 1367 1149 816 333 236 208 181 227 225 120
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=20
num_cat=0
split_feature=1213 133 1374 453 0 38 3 51 48 150 475 4 150 16 0 42 43 2 43
split_gain=0.000379173 0.000327198 0.00030982 0.000324222 0.000349243 0.00030602 0.000504269 0.000316742 0.000244439 0.000239847 0.000258165 0.000341171 0.000278763 0.000451235 0.000194276 0.000247766 0.000304444 0.000251771 0.000169519
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 1.0000000180025095e-35 0.16158000000000003 0.089005000000000015 0.092805000000000012 0.12187000000000002 -1.0000000180025095e-35 0.40473500000000007 0.085825000000000012 -0.36241499999999999 -0.10607499999999999 -0.088934999999999986 -0.074359999999999996 0.097845000000000015 -0.092909999999999979
decision_type=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 9 -9 10 -6 12 13 -12 -15 -16 18 -18 -17
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 15 16 17 -19 -20
leaf_value=-0.00084710694285643087 -0.00072086489605237053 -0.00076014126112851745 0.0009286992323921556 -0.0007396571553722717 -0.00032418268347499964 -0.00070649685143062515 0.00098542434269921595 -0.00081011943299197863 0.00016517326682609289 -0.00055062319153800494 -0.00073948342048438492 0.0011497517454693764 0.00093115278626802528 0.00071694485759333051 -0.00044542485937939949 0.00030810658516171042 -0.00044155673653311619 0.00043862786472227482 0.0011183759081366518
leaf_weight=0.0012476258446491853 0.0011387572200440834 0.0012038411121847717 0.0012820848753030091 0.001035172897390301 0.0018932058427871276 0.0010739165811606268 0.0015557558549617037 0.0015859507214380222 0.0010025838924012376 0.0010757836300774324 0.0012523157047112906 0.0010105930190436327 0.0011535040676919637 0.0017293594333291891 0.0013925070495721149 0.0013164228174868953 0.0016919703454986073 0.0014361822498911159 0.0011619458550877777
leaf_count=491 52 373 69 74 385 57 125 204 66 35 84 127 79 88 134 61 292 97 228
internal_value=0 2.62311e-05 6.60271e-05 0.00010559 0.000146072 9.67217e-05 0.000141513 6.73462e-05 -0.000432372 0.000152933 0.000206849 0.000289629 0.000211561 0.000128395 0.000252915 0.00013826 0.000283231 -3.74507e-05 0.000687989
internal_weight=0 0.0249919 0.023788 0.0226493 0.0216141 0.020332 0.0192581 0.0177023 0.00258853 0.0151138 0.014038 0.0121448 0.0111342 0.0099807 0.00872839 0.00699903 0.00560652 0.00312815 0.00247837
internal_count=3121 2630 2257 2205 2131 2062 2005 1880 270 1610 1575 1190 1063 984 900 812 678 389 289
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=22
num_cat=0
split_feature=13 13 1213 48 1 15 15 15 48 52 2 48 43 52 12 48 16 4 12 52 13
split_gain=0.000489372 0.000610591 0.000333205 0.000345595 0.000316237 0.000359225 0.000320046 0.000449706 0.00038651 0.000485422 0.000388986 0.000231826 0.000204224 0.000359616 0.000320588 0.000424564 0.000306768 0.000171105 0.000102938 8.39074e-05 5.82631e-05
threshold=-0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.09386499999999999 0.10439500000000002 0.084050000000000014 -0.016799999999999995 -0.049819999999999996 0.12879500000000002 -0.078224999999999975 0.113445 0.097690000000000013 -0.15582499999999996 0.084960000000000022 0.084100000000000022 0.085845000000000019 -0.056919999999999991 -0.0024449999999999997 0.11418000000000002 -0.049749999999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 11 7 8 9 -6 18 12 -5 14 15 16 17 -14 -11 -8 -15
right_child=1 2 3 4 6 -7 19 -9 -10 10 -12 -13 13 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00093300339577748388 0.00097304807136589172 -0.00076675105431294214 -0.00073042748421916939 0.0003536264260298645 0.0010883705420202277 -0.00091823885973809575 0.00034677012518703672 -0.00062980021340094201 -0.00050052686049804819 -0.00033280665703019316 0.00081341405840001566 0.00063884067122698621 0.0010778043617265393 -0.0004705175638743141 -0.00069922910527093931 -0.00055384945075707547 -8.9098144868471961e-05 0.00027664912428872299 0.00019480436512509081 0.00088098714151158648 -0.00096129145197278165
leaf_weight=0.0011702784702398708 0.001381252984778091 0.0012118778480867945 0.0012543172922718773 0.0017894889031453429 0.0015823402751496971 0.0010578965109141756 0.0010172833199728615 0.0015049558523010367 0.0012345480676856369 0.0019373692703474055 0.0013403414850763351 0.0010008977220923318 0.0012670311236040455 0.0010108976554463744 0.0012176431566349177 0.0014345736059029335 0.0017584692032270866 0.0010224191750252132 0.0013194046502214007 0.0016143991001387201 0.0010433534475676187
leaf_count=36 49 490 48 79 99 631 81 46 48 108 143 137 30 76 527 74 163 43 19 49 145
internal_value=0 2.85936e-05 -2.0413e-05 1.51854e-05 5.39062e-05 -0.000105688 0.000228036 9.63045e-05 0.000243695 0.000392378 0.000152815 -3.12306e-05 -9.48384e-05 -0.000186509 -2.30089e-05 0.000127177 0.000368532 0.000720026 -0.000119058 0.000674484 -0.000719781
internal_weight=0 0.0280008 0.0266195 0.0254076 0.0241533 0.0126027 0.0115506 0.00891896 0.007414 0.00617946 0.00459712 0.0115448 0.0105439 0.00875439 0.00670014 0.00548249 0.00404792 0.00228945 0.00325677 0.00263168 0.00205425
internal_count=3121 3085 3036 2546 2498 1905 593 463 417 369 270 1274 1137 1058 837 310 236 73 127 130 221
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=19
num_cat=0
split_feature=133 1456 1374 1213 38 3 457 151 160 49 3 16 3 1 12 2 16 3
split_gain=0.00034817 0.000365679 0.000342672 0.000357288 0.000341217 0.000515219 0.000395172 0.000358624 0.000310072 0.000298214 0.00030744 0.000532875 0.000335198 0.000261276 0.000293814 0.000166409 0.000167508 0.000161043
threshold=0.10622000000000002 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.16158000000000003 0.088350000000000026 -0.0077149999999999988 -0.22361499999999998 0.10247500000000002 -0.13309499999999996 0.051380000000000002 0.10893000000000001 0.13021500000000003 0.092355000000000007 0.094835000000000017 -0.056919999999999991 0.083060000000000009
decision_type=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 7 17 -9 10 11 -10 13 14 15 16 -12 -5
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00071567471330014889 -0.00067435473307664784 -0.00061997234839780777 -0.00062578280217214996 -9.5508930185442202e-05 -0.00053997775549917599 0.00083234946380169998 0.00076954851952376786 -0.00053867897065712185 -0.0006567583788878496 0.00076017783661304827 0.0004868489393779654 0.00041590646163384531 -0.00027534297719398088 0.00080013985771898802 -0.00023207043300510274 0.00083304642926803794 -8.6154829509291959e-05 -0.00067914279695334954
leaf_weight=0.0010129693015629637 0.0011848096983750047 0.001132327447063374 0.0010532092808137874 0.0017083604321952153 0.0011588233820694063 0.0015936754123606614 0.0012541797415296365 0.0010015365677821251 0.0017882398250197379 0.0012371233597445056 0.0019759681843759215 0.001194283736921431 0.0016433748895394729 0.0015459943060393555 0.0015842733750568438 0.0010196830189803663 0.0013129350777237843 0.0012777190677226713
leaf_count=264 435 52 399 298 58 131 94 190 69 114 284 106 32 60 201 113 179 42
internal_value=0 1.58124e-05 4.73678e-05 8.11785e-05 0.000116142 0.000153899 9.55913e-05 4.67024e-05 0.000128527 0.000178763 0.000119145 -0.000227234 0.000232892 0.000345171 0.000225809 0.000394172 0.000258105 -0.000345241
internal_weight=0 0.0244947 0.0234817 0.0223494 0.0212962 0.0201373 0.0185437 0.0172895 0.0143034 0.0133019 0.0120648 0.00298252 0.00908223 0.00743885 0.00589286 0.00430859 0.0032889 0.00298608
internal_count=3121 2686 2422 2370 1971 1913 1782 1688 1348 1158 1044 175 869 837 777 576 463 340
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=22
num_cat=0
split_feature=1213 1374 457 484 133 38 9 3 48 457 11 160 4 15 2 51 1 43 1 16 48
split_gain=0.000375611 0.000321323 0.000507823 0.000359178 0.000388723 0.000384297 0.000428869 0.000417166 0.000254741 0.00034142 0.000251008 0.000341245 0.000247834 0.000290039 0.000258951 0.000380599 0.000378524 0.000598663 0.000172891 0.000252754 8.99003e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.16158000000000003 -0.08595499999999999 -0.0029299999999999994 0.088215000000000002 -0.22361499999999998 -0.49405499999999997 0.084050000000000014 0.073895000000000002 -0.031924999999999995 0.13743000000000002 -0.074359999999999996 0.079415000000000013 0.023255000000000001 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
left_child=-1 -2 3 -3 5 6 -5 8 -8 -10 11 -11 -13 14 16 -16 17 -14 19 -17 -20
right_child=1 2 -4 4 -6 -7 7 -9 9 10 -12 12 13 -15 15 18 -18 -19 20 -21 -22
leaf_value=-0.00083680429164825917 -0.00071778705073509484 -0.00068129111901302805 0.00095563603319627998 0.0011005299671811089 -0.00080316427624059733 -0.00072121447198741765 -0.0006274853771387291 0.0008665612776602358 -0.00072708494886865674 -0.00055116633466662456 -0.0005586385108599511 -0.00041774083812162635 0.00049894918719041567 -0.00033465153091612128 -0.00017515129266549082 0.00011031773661801357 0.00074371853392282651 -0.00097595572363795731 0.0013666566728674416 0.00099678426811192276 0.00077127418830137792
leaf_weight=0.0011677449709562712 0.0012245823213294918 0.0015448657960597722 0.0013286369100358178 0.0010080075190411755 0.0010922857177164671 0.0011671737234273385 0.0011791700345078473 0.0014604474585078178 0.0010558500331749885 0.0012094964999518351 0.0010311295689837694 0.0010407984679510146 0.0012244680523973428 0.0012503289753263433 0.0011147137683824053 0.0014658814830653096 0.0013696630021513556 0.0012065750416853163 0.0012095413949587963 0.0013779518058897322 0.0010429623393151954
leaf_count=491 55 464 102 83 303 52 43 106 120 216 90 65 85 277 159 148 8 60 75 68 51
internal_value=0 2.49964e-05 6.23058e-05 1.08158e-05 6.05317e-05 0.000106745 0.000156954 0.000104806 3.85003e-05 8.88428e-05 0.000148079 0.000202008 0.000276053 0.000340171 0.000424446 0.000611399 0.000118932 -0.000233075 0.000783439 0.000539846 0.00109098
internal_weight=0 0.0256045 0.0243799 0.0230513 0.0215064 0.0204142 0.019247 0.018239 0.0167785 0.0155994 0.0145435 0.0135124 0.0123029 0.0112621 0.0100118 0.00621105 0.00380071 0.00243104 0.00509634 0.00284383 0.0022525
internal_count=3121 2630 2575 2473 2009 1706 1654 1571 1465 1422 1302 1212 996 931 654 501 153 145 342 216 126
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=23
num_cat=0
split_feature=1456 453 1213 1374 0 133 48 38 3 124 4 42 160 43 49 48 13 0 150 2 3 3
split_gain=0.00036341 0.000534726 0.000433428 0.000393913 0.000599651 0.000320292 0.000305935 0.000339676 0.000523726 0.000225396 0.000201601 0.000209941 0.000270026 0.000282667 0.000345967 0.000351076 0.000314434 0.000310677 0.000247558 0.000265921 0.000112716 0.000104703
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.10622000000000002 -0.086869999999999989 1.0000000180025095e-35 0.16158000000000003 -0.043384999999999993 -0.49405499999999997 -0.11051499999999999 -0.085834999999999981 -0.074359999999999996 0.094245000000000009 0.085845000000000019 -0.117405 -0.059114999999999994 0.081835000000000019 -1.0000000180025095e-35 -0.086769999999999986 -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
left_child=-1 2 -2 -4 -5 6 -6 8 9 -8 -11 -12 -13 17 15 16 -15 20 19 -18 -14 -21
right_child=1 -3 3 4 5 -7 7 -9 -10 10 11 12 13 14 -16 -17 18 -19 -20 21 -22 -23
leaf_value=-0.00083991945320972036 -0.00076196469896174304 -0.00099738873098841811 -0.00069654120312660848 0.0011225216548882292 -0.00055579644504905122 -0.00065622786726647175 0.00071312551708187255 -0.00055462936112292047 0.0010339879902768062 -0.00050131412461353324 -0.00035734963709962628 -0.00047034815311627404 -4.1097698364877629e-05 0.00086884095686456703 0.00087301363115984505 -0.00064786393597172161 0.00031897999392053983 0.0011769161309033729 0.00053177655786991376 -0.00083633682401777212 0.00058207342958349032 -0.00019155553285184004
leaf_weight=0.001025002474255284 0.0012236180707805569 0.0010002339070121482 0.0011768531090527992 0.0012262106978955202 0.0012270191494927465 0.0010968196573325475 0.001357924225945383 0.0012055251710205708 0.0015093083622175199 0.001039563861513485 0.0014895559458174548 0.0010911889356953778 0.0010817853723721349 0.0010487401474534811 0.0010863556481157249 0.0013492437861352541 0.0012296326235627878 0.001258143068378125 0.0012907545351765748 0.0010495547465228464 0.0013082411732244226 0.0010065256497081305
leaf_count=288 461 75 55 50 49 341 168 56 122 114 99 295 93 31 81 57 35 66 25 305 215 40
internal_value=0 2.69402e-05 6.7353e-05 0.000109409 0.000150734 9.58858e-05 0.000135875 0.000179617 0.000228261 0.000155386 0.000105979 0.000150159 0.000209218 0.000272548 0.000123251 6.46594e-06 0.000163411 0.000602429 1.75558e-06 -0.000206457 0.000300011 -0.000520693
internal_weight=0 0.0263528 0.0253526 0.0241289 0.0229521 0.0217259 0.0206291 0.019402 0.0181965 0.0166872 0.0153293 0.0142897 0.0128002 0.011709 0.00806081 0.00697445 0.00562521 0.00364817 0.00457647 0.00328571 0.00239003 0.00205608
internal_count=3121 2833 2758 2297 2242 2192 1851 1802 1746 1624 1456 1342 1243 948 574 493 436 374 405 380 308 345
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=12
num_cat=0
split_feature=14 1 4 157 16 0 16 1 151 42 12
split_gain=7.36835e-05 8.57669e-05 0.000157734 0.000157197 0.000174734 0.000188772 0.000186315 0.000164183 0.000160901 0.00015918 9.99688e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.083854999999999985 -0.077234999999999984 -0.056919999999999991 -0.15931499999999996 0.25084500000000004 0.11551000000000002 -0.0083949999999999979 0.075730000000000006 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 8 -6 9 -5 -7 -1
right_child=-2 3 -4 4 6 7 -8 -9 -10 -11 -12
leaf_value=0.0012436967597132984 -0.0012278815602935565 0.0018806886485663219 -0.001604295761116767 -0.0015519394255704159 -0.0017031019888042822 0.0018967575462986315 0.00050941390949319257 0.0027564404565972121 0.00073722910181842766 -0.0006686256706785117 -0.00053080001867259028
leaf_weight=0.0012161836226239897 0.0010385833423891535 0.0012582993862401979 0.0017151477184050726 0.0012960042687559792 0.0019783080644013287 0.0010448303657053515 0.0015036870780763545 0.0011836320237203629 0.0014720280997225785 0.0011301808879143893 0.0017211183085215041
leaf_count=67 104 179 1274 67 343 170 173 211 78 189 266
internal_value=0 7.55977e-05 -0.000462683 0.000306051 9.98446e-05 0.000581496 -0.000747635 0.00133647 -0.000334569 0.000563731 0.000203927
internal_weight=0 0.0155194 0.00465245 0.010867 0.00960867 0.00612668 0.003482 0.00335864 0.00276803 0.00217501 0.0029373
internal_count=3121 3017 1607 1410 1231 715 516 570 145 359 333
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=20
num_cat=0
split_feature=1213 1456 133 1374 38 3 457 151 12 50 52 13 2 4 150 4 4 1 12
split_gain=0.000448316 0.000485675 0.000380579 0.000359579 0.000364181 0.000566898 0.000420249 0.000428691 0.000216989 0.000178992 0.000208979 0.000248792 0.000221643 0.000208214 0.000161846 0.000141847 0.000280307 0.000215959 0.000158496
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 1.0000000180025095e-35 0.16158000000000003 0.088350000000000026 -0.0077149999999999988 -0.07415999999999999 0.081075000000000022 0.11434500000000002 -0.084034999999999985 0.097845000000000015 -0.27825499999999997 0.081835000000000019 -0.062539999999999984 0.053180000000000012 0.10920500000000001 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 14 -9 10 11 12 -10 -13 -5 -15 -17 -18 -19
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12 13 -14 15 -16 16 17 18 -20
leaf_value=-0.00089759577920744363 -0.00096756065191711102 -0.00071331909350899701 -0.0007556487606541532 -0.00077832841817660186 -0.00063696674897890243 0.0010117855960580136 0.00093514728245043999 0.00082449124199398562 0.0002575221348777086 -0.00041446002326631911 -0.0003249848634778096 -0.00040524275350792261 0.0011798832582730955 0.00070494910422376717 -9.3960262079912014e-05 -0.0004183330360516937 0.00091128378656262974 -0.0002564687879351777 0.00041935675084362899
leaf_weight=0.0012019050836059577 0.0010302450989956571 0.0010974233373275402 0.0011607538100150408 0.0015332828313157623 0.0012007089461061318 0.0017586726642226927 0.0013285092348952468 0.0010539631753416446 0.0012408444667221198 0.0012364881610867897 0.0015792220516557274 0.0013281187235936152 0.0010726500550184426 0.0011860478273824603 0.0015191454058081089 0.0014722466484431204 0.0010707091729153517 0.0013096873760601313 0.0018470092890225942
leaf_count=491 258 52 349 187 58 131 94 119 112 250 135 123 45 206 153 213 82 44 19
internal_value=0 3.1522e-05 7.44175e-05 0.000116612 0.000158512 0.000205021 0.000129462 6.81215e-05 0.000175371 0.000124097 0.000179102 0.000254721 0.000685174 0.000133481 -0.000437729 0.00023739 0.000140095 0.000334574 0.000138962
internal_weight=0 0.0250257 0.0239955 0.0228347 0.0217373 0.0205366 0.0187779 0.0174494 0.014397 0.013343 0.0121065 0.0105273 0.00231349 0.00821382 0.00305243 0.0068857 0.00569965 0.00422741 0.0031567
internal_count=3121 2630 2372 2023 1971 1913 1782 1688 1348 1229 979 844 157 687 340 564 358 145 63
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 13 13 457 447 11 2 49 1 48 3 3 1 12 16 0 0 13
split_gain=0.000430996 0.000369184 0.000380017 0.000414621 0.000519269 0.000335869 0.000317299 0.000204783 0.000235488 0.000342332 0.000328423 0.000340366 0.000313652 0.000335677 0.000474206 0.00052731 0.000288782 0.000231958 0.000218563 0.000261227
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.091015000000000013 0.081385000000000013 0.088215000000000002 0.113445 0.079765000000000016 0.10587000000000001 0.12933000000000003 -0.13309499999999996 0.095270000000000007 0.13075500000000004 0.092355000000000007 -0.095094999999999985 -0.059114999999999994 -0.12333499999999999 -0.084034999999999985
decision_type=2 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 7 8 9 12 -10 -12 16 14 15 17 -6 18 -14 -20
right_child=1 2 3 4 5 -7 -8 -9 10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.00084032696727642071 -0.00082071944992237044 -0.00072774936015175193 -0.00081061886027609703 0.0010586203699811435 -0.0010313880225538401 0.0008542448707482491 -0.00059628772839302225 -0.00043212230258285884 -0.00026167313497289389 0.00076786421942574585 0.0010917943316257328 6.8060093143967469e-05 0.0005489511565967462 -0.00043694891999174499 0.0010804040894275514 -0.00070079311868514061 -2.9258543537161755e-05 0.0007803581102358764 0.00037838267342266645 -0.00059683235049360738
leaf_weight=0.0012665867349312401 0.0010402191134503544 0.0012213195428643067 0.0010048564164399877 0.0012498535436562498 0.0011234695647921455 0.0011638893548644438 0.0014961199415832729 0.0014180254422480046 0.0010036660325438143 0.0012883511669491707 0.0018197031934722996 0.0011096965397392466 0.0014435872977103196 0.0020144833959117045 0.0011816787700041076 0.0014433575357626072 0.0013363435081785663 0.0014878348028448864 0.0010364074665999519 0.001332650707776638
leaf_count=491 258 55 35 49 35 91 72 107 123 292 165 43 73 74 41 324 71 60 225 437
internal_value=0 2.98195e-05 6.4963e-05 0.00010538 0.000145488 9.28931e-05 4.97417e-05 0.000100507 0.000143369 5.30902e-05 0.000457566 0.00070399 -2.11754e-05 9.40907e-05 0.000229069 7.98948e-05 -0.000486961 0.000292482 0.000102094 -0.000170199
internal_weight=0 0.0262155 0.0251753 0.023954 0.0229491 0.0216993 0.0205354 0.0190393 0.0176212 0.0136882 0.00393307 0.0029294 0.0123998 0.00994 0.00792552 0.00674384 0.00245981 0.00530048 0.00381265 0.00236906
internal_count=3121 2630 2372 2317 2282 2233 2142 2070 1963 1632 331 208 1340 1234 1160 1119 106 795 735 662
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=13
num_cat=0
split_feature=15 15 131 52 15 3 0 2 2 3 16 14
split_gain=7.31815e-05 0.000123987 0.000109974 0.000121264 0.000112662 0.000223606 0.000151948 0.000238921 0.000126515 0.000150704 8.48401e-05 5.64284e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 -0.24456499999999998 -0.03241999999999999 -0.042499999999999989 -0.11242999999999999 0.11093500000000002 0.10060500000000001 -0.084074999999999997 -0.087484999999999993 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 -3 5 -5 -6 8 9 -8 -7 -1
right_child=1 2 -4 4 6 10 7 -9 -10 -11 -12 -13
leaf_value=8.7344447116281929e-05 -0.0019860991635921848 -0.0019470454559813138 -0.0018790455905287472 0.0039468296124384201 0.0015228557352448462 -0.0008455307318330444 -0.0020382738118581824 0.0021652388562350194 -0.0033068061951421609 0.00079446229750998302 0.0013828706407491862 0.002235229758816249
leaf_weight=0.0010600179726259484 0.0014351528226694962 0.0010083926126345033 0.0011674217382219845 0.0010009679725726112 0.001850545965625951 0.0013086748629199674 0.0016670606037122188 0.0010290324648905003 0.0010339384041374022 0.0015177310771750021 0.0016141011758129004 0.001010761231665199
leaf_count=109 231 294 372 365 130 102 518 109 56 551 140 144
internal_value=0 -0.000170582 2.68399e-05 0.000211785 0.000409293 0.00129372 -7.95914e-05 -0.000644671 -0.00133006 -0.000688317 0.000385102 0.00113574
internal_weight=0 0.014633 0.0131979 0.0120304 0.0110221 0.00392374 0.00709831 0.00524776 0.00421873 0.00318479 0.00292278 0.00207078
internal_count=3121 2868 2637 2265 1971 607 1364 1234 1125 1069 242 253
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 457 447 133 3 48 0 1 52 4 0 150 13 47 1 2 0 0 15
split_gain=0.000389275 0.000413832 0.00038989 0.000363648 0.000294023 0.000306961 0.00029961 0.000255098 0.000278408 0.000696957 0.000304868 0.000259975 0.000480437 0.000332688 0.000260308 0.000253214 0.000269804 0.000257728 0.000260962 0.000298897 7.41595e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.081385000000000013 0.10622000000000002 0.16158000000000003 0.11951500000000001 -0.15350499999999997 0.10587000000000001 0.11434500000000002 -0.49405499999999997 -0.026509999999999995 0.092010000000000022 0.0076650000000000008 0.092530000000000015 0.11588000000000001 0.11177500000000001 -0.11242999999999999 -0.074479999999999977 -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
left_child=-1 -2 -3 4 5 6 7 8 9 -4 11 -10 15 14 -14 17 -17 18 -13 -20 -8
right_child=1 2 3 -5 -6 -7 20 -9 10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22
leaf_value=-0.00075298255290134463 -0.00079050208974190813 -0.00070659598263492066 -0.00015634258430298169 0.00084078589346979081 -0.00052833144540397081 -0.00057941373817109551 0.00039690388661227756 -0.00052660378236515243 -0.00047857346157588774 0.0013249419405751358 -0.00048006838174872139 0.00087851496509260539 0.0012160029825778625 -0.00011328220157486034 0.00040721836265797607 -0.00093876799408816462 6.9812217791480083e-05 -0.00042344062968350892 -0.00024429509559307177 0.00065878694830407195 0.00092708272667027384
leaf_weight=0.0012984345782438558 0.0011475300428804144 0.0012105011823440029 0.0012708933105365283 0.0012581009327550232 0.001516363497197303 0.0011976085759905766 0.0010630596926521907 0.0012165295404109591 0.0012119998882722466 0.001221482374569316 0.0017786011079998785 0.0011625134986934455 0.0015632892067630388 0.0010072248128949468 0.0015580200146647627 0.0010180845884512069 0.0010632713549796613 0.0011924755664640407 0.0018915300454571344 0.0011589955357720399 0.0010077742782321755
leaf_count=491 258 55 69 98 76 343 101 65 117 31 246 81 63 6 52 92 25 140 590 98 24
internal_value=0 3.21635e-05 6.90855e-05 0.000107634 6.7704e-05 0.000109579 0.000150056 9.29719e-05 0.000137054 0.000569617 6.32414e-05 0.000138575 0.000202971 0.000586484 0.000812293 -8.51269e-06 -0.00042353 0.000151287 0.00031396 9.88156e-05 0.000654916
internal_weight=0 0.0267158 0.0255683 0.0243578 0.0230997 0.0215834 0.0203857 0.0183149 0.0170984 0.00249238 0.014606 0.0128274 0.0116154 0.00412853 0.00312131 0.00748687 0.00208136 0.00540551 0.00421304 0.00305053 0.00207083
internal_count=3121 2630 2372 2317 2219 2143 1800 1675 1610 100 1510 1264 1147 121 115 1026 117 909 769 688 125
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=20
num_cat=0
split_feature=1213 1374 457 484 133 38 3 457 146 160 4 15 41 156 0 0 13 1 52
split_gain=0.000398197 0.00032895 0.000461758 0.000357766 0.000358276 0.000329348 0.000464111 0.000274127 0.000293547 0.000281901 0.000253718 0.000270891 0.000287914 0.000244902 0.000215754 0.000262803 0.000155618 0.000168555 0.000159937
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 -0.0029299999999999994 0.086030000000000009 -0.22361499999999998 -0.49405499999999997 0.084050000000000014 0.075585000000000013 0.083840000000000012 -0.13027499999999997 -0.08824499999999999 -0.084034999999999985 0.10325000000000002 -0.24456499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -9 -11 12 13 14 -12 -16 -17 -18 -19
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 17 18 -20
leaf_value=-0.00079155875526292754 -0.00072175089871927517 -0.00063388507668907072 0.00083798570826847866 -0.00049528002184033256 -0.00073190618799904965 -0.00063998483438061453 0.00089996944893981385 -0.00043600424185957066 -0.00054581514826300328 -0.00039136414057911747 0.00096995805090232124 -0.00027335993529068451 -0.00027912795935122877 -1.6146414364187813e-05 -3.8141747522087903e-05 0.0010129616569997766 7.0563944996700407e-05 0.0003098098941010216 0.0010985386122747292
leaf_weight=0.0012188458943794547 0.0010989191347832153 0.0015594908086490672 0.0014145587394862593 0.0014777480804385448 0.0010626933355191706 0.0011089850409673465 0.0014737436449898658 0.001304482131467056 0.001155553977458367 0.0011289625985550994 0.0018750479533011753 0.0014283712148038816 0.0011854477750787859 0.0018125013545317323 0.0017213303214384211 0.0013022551215999796 0.0013989778086279823 0.0010109104953741621 0.0010056477788548401
leaf_count=491 55 464 102 132 303 52 115 222 14 106 75 291 74 185 137 42 162 17 82
internal_value=0 2.77178e-05 6.14352e-05 1.37006e-05 6.07765e-05 0.00010209 0.000144772 8.2271e-05 0.000134537 0.000186348 0.000244883 0.000301262 0.00037382 0.000450255 0.000551931 0.000430203 0.000601083 0.000444045 0.000703145
internal_weight=0 0.0255256 0.0244267 0.0230121 0.0214527 0.02039 0.019281 0.0178072 0.0163295 0.0151739 0.0138695 0.0127405 0.0113121 0.0101267 0.00831417 0.00643912 0.00471779 0.00341554 0.00201656
internal_count=3121 2630 2575 2473 2009 1706 1654 1539 1407 1393 1171 1065 774 700 515 440 303 261 99
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=23
num_cat=0
split_feature=1213 1456 1374 13 13 457 48 39 42 133 43 160 50 157 13 1 3 43 48 3 1 43
split_gain=0.000390624 0.000389875 0.000409602 0.000407653 0.000458739 0.000272775 0.000297736 0.00024924 0.000363467 0.000252988 0.000314623 0.000304417 0.000349324 0.000234639 0.000222431 0.000313533 0.000226038 0.000190211 0.000164878 0.000382468 0.000444062 0.000154203
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.53104499999999988 -0.47860499999999995 0.091015000000000013 -0.08595499999999999 0.13507500000000003 -0.11051499999999999 0.095000000000000015 0.084740000000000024 -1.0000000180025095e-35 0.077805000000000013 -0.077384999999999995 -0.084034999999999985 0.10752500000000002 -0.13927999999999999 -0.25681499999999996 0.085845000000000019 -0.00083499999999999991 0.13075500000000004 -0.0061399999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -8 10 11 13 14 -10 15 -13 -16 -18 19 20 -19 -15
right_child=1 2 3 4 5 -7 7 -9 9 -11 -12 12 -14 21 16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00089341390089752489 -0.00091382820976384225 -0.00083929542086233066 -0.00087839539271409163 0.0011050914477985637 -0.00063196941099143416 0.00086890229651237776 -0.0008685775077991256 0.00088188154720480279 0.00044833547121934806 -0.00062888617193023334 -0.00044050407045655019 0.00026738453830922436 0.001316740573383476 -6.6294677657922296e-06 0.00082736198043026495 0.0014252565982626399 0.00066370010577680499 -0.00098157485267700868 -0.00059715538835522725 0.00073586558149851984 0.0003537409305694704 -0.00084874718759947844
leaf_weight=0.0012625365096474708 0.0011074356607477789 0.0012437016936033265 0.0010442465919107127 0.0013305855032648096 0.0015070155803726939 0.001219680002581435 0.0010282929571210899 0.0011043212264443261 0.001151276351389785 0.0010974021478783172 0.001923043379817301 0.0016281968133692801 0.0010076495350318524 0.0010977481600359384 0.0011764536263143477 0.0010263764813309983 0.0011167088410886069 0.0013035947069175635 0.0012707749032816462 0.0015167827747157034 0.0013801808246721448 0.0012539729346006398
leaf_count=491 258 55 35 49 59 91 109 36 155 379 198 110 128 240 102 64 24 251 118 52 24 93
internal_value=0 3.98848e-05 7.98491e-05 0.00012524 0.000168655 0.000114028 7.1383e-05 0.000124163 8.00725e-05 0.000134417 0.000184121 0.000264577 0.000394293 -0.000158557 0.000305082 0.00071507 0.000164912 4.66161e-05 -7.93319e-05 7.73228e-05 -0.000294864 -0.000455659
internal_weight=0 0.0275354 0.026428 0.0251843 0.0241401 0.0228095 0.0215898 0.0200828 0.0189785 0.0179502 0.0168528 0.0149297 0.0114267 0.003503 0.0104191 0.00265457 0.0077645 0.00658804 0.00547133 0.00420056 0.00268378 0.00235172
internal_count=3121 2630 2372 2317 2282 2233 2142 2083 2047 1938 1559 1361 873 488 745 174 571 469 445 327 275 333
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=14
num_cat=0
split_feature=14 2 457 16 151 43 42 3 52 43 16 16 16
split_gain=0.000124916 0.000100996 7.97893e-05 0.000167285 0.000170047 0.000158069 0.000120977 0.000254269 0.000110718 0.000101378 0.000207666 0.000168826 0.00018611
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0029299999999999994 -0.5048999999999999 -1.0000000180025095e-35 -0.052894999999999991 -0.095284999999999995 -0.075944999999999985 0.083680000000000018 0.05259500000000001 0.042200000000000008 0.033715000000000009 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 11 -11 12 -7
right_child=-2 2 3 4 5 9 7 -9 -10 10 -12 -13 -14
leaf_value=0.0012882463441963479 -0.0017589572712791233 -0.0013291189214357441 0.0017897989733069292 0.0012647369912482688 -0.0012146183585770307 -0.0020994689305492299 -0.0014168068672529754 0.0028867437153772667 0.00085305214839819833 -0.0017405655903161617 0.001471758883449548 -0.0029722041159229032 0.00095622591096267964
leaf_weight=0.0016922234450386783 0.0010067056569329482 0.0011547116868079405 0.0013460891831217894 0.0019525169170303584 0.0010132798405423915 0.0010818266762614307 0.0010149127487749376 0.0010582408039928751 0.0012753318277922976 0.001028971368135484 0.0010898515918241203 0.0012971632779095188 0.0010169851208884206
leaf_count=193 101 242 150 273 117 466 355 209 209 293 63 215 235
internal_value=0 0.000103407 -3.65118e-05 7.67762e-05 -0.000118157 -0.000391544 0.000337962 0.000807786 -0.000152827 -0.000968525 -8.82534e-05 -0.00151775 -0.000618823
internal_weight=0 0.0160221 0.0143299 0.0131752 0.0118291 0.00987656 0.00436177 0.00334849 0.00229024 0.0055148 0.00211882 0.00339598 0.00209881
internal_count=3121 3020 2827 2585 2435 2162 890 773 564 1272 356 916 701
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=14
num_cat=0
split_feature=15 15 131 52 1 3 13 4 15 12 4 4 14
split_gain=6.82203e-05 0.000102992 0.000102189 9.41819e-05 0.000107784 0.000146295 0.00011169 0.000123918 0.000209788 0.00011446 6.46912e-05 4.98483e-05 4.83723e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 -0.24164999999999998 0.11453000000000001 0.10299500000000002 -0.084319999999999992 -0.0016099999999999997 -0.022504999999999997 0.084225000000000008 0.053180000000000012 -0.031404999999999995 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 6 -5 8 -8 -10 -9 -7 -1
right_child=1 2 -4 4 -6 11 7 10 9 -11 -12 -13 -14
leaf_value=0.00011839597328400716 -0.001669397824575558 -0.0015737291921631266 -0.0016793534554458154 -0.0018723027175265687 0.0017372488856686786 0.00056012361075702811 0.0029536759760732407 -0.0022457774064468384 0.00076260753448461108 -0.0017177264782646704 -0.0001067190984110621 0.0024072288637027621 0.0019422488998259194
leaf_weight=0.0010794776971488063 0.0014550171934093184 0.0010148231026120497 0.0011724586147447416 0.0013539608556461967 0.0016869115406593646 0.0010574539850551901 0.0010565836172584412 0.0010052504969946304 0.0017656183049292729 0.0010841826103095177 0.0010370347022801985 0.0010525353835610929 0.0010221305520755888
leaf_count=109 231 302 372 525 128 28 156 136 133 690 115 52 144
internal_value=0 -0.000151729 1.44685e-05 0.000178401 0.000338597 8.79334e-05 -0.000314724 3.97921e-05 0.000666844 -0.000181015 -0.0011596 0.00148152 0.00100544
internal_weight=0 0.0147418 0.0132868 0.0121144 0.0110995 0.00941262 0.00730263 0.00594867 0.00390638 0.0028498 0.00204229 0.00210999 0.00210161
internal_count=3121 2868 2637 2265 1963 1835 1755 1230 979 823 251 80 253
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=14
num_cat=0
split_feature=48 48 15 2 42 43 2 1 0 43 0 42 2
split_gain=7.86884e-05 0.000145062 0.000101626 0.000121652 0.000111789 0.000112794 0.000141283 0.000143464 0.000245585 0.000151934 0.000153425 0.00011236 7.24193e-05
threshold=0.12879500000000002 0.10493500000000001 0.095175000000000023 0.12043500000000001 0.092620000000000022 0.12450000000000001 0.11093500000000002 0.094385000000000011 -0.10151999999999999 -0.081374999999999989 -0.12333499999999999 0.083935000000000023 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 11 -11 -1 -10
right_child=-2 -3 -4 -5 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=-0.00051349475293799274 -0.0012843394326259386 0.0019765301197363803 -0.0015989492255770801 0.0017890910663938061 -0.0014000456623308385 0.0016306919399819853 -0.0017877143117172266 0.0028564333416588612 0.00083496785182998951 -0.00018282427905575853 -0.0025226339261417222 0.0019043271422192506 -0.00090679941155171048
leaf_weight=0.0010164829164782023 0.0011764643097278973 0.0010040169797145707 0.0010211435437068464 0.001011977920198929 0.001446765547382719 0.0011574309689043891 0.0011071477774273206 0.0011791192180544696 0.0013437249665630702 0.0018364589685639964 0.0012311061000537613 0.0010055303070464483 0.0011783272284879298
leaf_count=303 90 120 370 230 325 134 115 91 94 109 742 243 155
internal_value=0 9.12466e-05 -3.8979e-05 7.88947e-05 -5.95365e-05 0.00011589 -6.1246e-05 0.000156193 0.000924447 -0.000402485 -0.00112186 0.000688868 2.11973e-05
internal_weight=0 0.0155392 0.0145352 0.0135141 0.0125021 0.0110553 0.0098979 0.00879075 0.00370117 0.00508958 0.00306757 0.00202201 0.00252205
internal_count=3121 3031 2911 2541 2311 1986 1852 1737 340 1397 851 546 249
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=13
num_cat=0
split_feature=14 124 40 48 4 0 1 1 1 133 2 51
split_gain=6.96626e-05 7.63302e-05 0.000106755 0.000207707 0.000191892 0.000260364 0.000191604 0.000114148 0.000106429 0.000199264 0.000112343 4.12149e-07
threshold=0.062655000000000016 -0.043384999999999993 -0.055059999999999991 0.12649500000000002 0.0061450000000000003 -0.18113999999999997 0.11323000000000001 0.10708500000000001 0.086560000000000012 1.0000000180025095e-35 0.097220000000000015 -0.064959999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 -7 9 10 -4 -8
right_child=-2 2 3 -5 5 6 11 -9 -10 -11 -12 -13
leaf_value=0.0011809588946384559 -0.0012263171036491199 -0.0015687455812844386 4.7653173727565256e-06 -0.002040811909738093 0.0025973057192354718 0.00022473474927803014 0.0015141548542251021 -0.0018529980794476141 -0.0013546585317384737 -0.0016079428101361194 0.002052893028403007 0.0013727411588588879
leaf_weight=0.0013902188254578821 0.0010614363169225696 0.0010160564801307429 0.0016442695236726229 0.0010246060607851945 0.001579395827602692 0.0016920292998709729 0.0010029278022156696 0.0010356792257040226 0.0018484746530857965 0.0011829098575086572 0.0010768536690978214 0.0010000683132168897
leaf_count=252 104 113 600 71 88 317 60 37 593 668 108 110
internal_value=0 7.89989e-05 -2.96259e-05 8.98673e-05 0.000270849 0.000864446 0.000285913 -0.000564156 -0.000380287 8.10571e-05 0.000815289 0.00144355
internal_weight=0 0.0154935 0.0141033 0.0130872 0.0120626 0.0063101 0.0047307 0.00272771 0.00575251 0.00390403 0.00272112 0.002003
internal_count=3121 3017 2765 2652 2581 612 524 354 1969 1376 708 170
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=13
num_cat=0
split_feature=43 3 48 2 52 159 0 13 0 16 151 1
split_gain=7.01186e-05 0.000123558 0.000122244 0.000174213 0.000235917 0.000124068 0.000129266 0.000334767 0.000208756 0.000168008 7.5418e-05 0.000149784
threshold=0.18116500000000002 0.16158000000000003 0.12649500000000002 0.11548000000000001 0.11434500000000002 0.091005000000000016 -0.074229999999999977 0.0076650000000000008 -0.10607499999999999 0.23311500000000004 -0.0083949999999999979 0.098220000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 10 -9 -1 -12
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11 11 -13
leaf_value=-0.00060007358277562302 -0.0014176871282096611 0.001862456455257643 -0.0019470907357380537 0.0019180466222967552 -0.0025428322663290613 -0.0017493965132459235 0.0029299469891483328 -0.0013341165688879391 -0.0021577169446768325 0.0015696341912776425 -0.00033436019904501069 0.002629824659423614
leaf_weight=0.0014034335176985602 0.001053573494458628 0.0011679584654993311 0.0010147394906224192 0.0014865741092882781 0.0011777879389748011 0.0010173809387269183 0.00178672452781738 0.0016761788362815722 0.0013924117476341244 0.0010321537637576483 0.0011444380684753098 0.00104605797095636
leaf_count=99 208 148 79 272 362 209 329 54 1122 80 108 51
internal_value=0 9.23166e-05 -5.35056e-05 9.24698e-05 -0.000139949 0.000129614 0.000331238 0.00102755 -0.00029647 -0.000227488 0.000424641 0.00108117
internal_weight=0 0.0153458 0.0141779 0.0131631 0.0116766 0.0104988 0.0094814 0.00449506 0.00498634 0.00270833 0.00359393 0.0021905
internal_count=3121 2913 2765 2686 2414 2052 1843 463 1380 134 258 159
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=13
num_cat=0
split_feature=1 12 4 0 43 16 0 16 49 13 49 52
split_gain=6.69268e-05 0.000139039 0.000108819 0.000175552 0.000162218 0.000190806 0.000149382 0.000118944 0.000104023 0.00014167 0.000140355 0.000106357
threshold=0.13686500000000004 0.12477500000000001 -0.49405499999999997 -0.060129999999999996 0.084740000000000024 0.064860000000000015 -0.10151999999999999 -0.071854999999999988 0.055245000000000009 -0.10664 -0.069799999999999987 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 9 -4 -11 -12
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 11 -13
leaf_value=-0.0018879574483944635 0.0011723809038534092 -0.0022561144470511817 0.0024081253629589291 0.0040062472051726654 -0.00052362610902721295 0.0006587996823625282 -0.00027220758290433879 -0.003247633720872516 -0.0015120638690801298 -0.0016332128979871889 -0.00075284866141112235 0.0016549979319569943
leaf_weight=0.0010238775192390479 0.0016328541276380273 0.001076203837617474 0.0011579989461667495 0.0011583791415202679 0.0012602546948459192 0.0014282176409026182 0.0010133047561866771 0.0010053560547901522 0.0011648194058295758 0.0013619691380193366 0.0011058647336326111 0.0018282568652759918
leaf_count=149 169 78 113 125 41 128 910 971 140 95 50 152
internal_value=0 -0.000136036 3.287e-05 0.000190402 0.00127943 0.00215792 -0.000294609 -0.00175406 0.000150501 0.000505572 -7.25614e-06 0.000747485
internal_weight=0 0.0145845 0.0135083 0.0124844 0.00384685 0.0025866 0.00863757 0.00201866 0.00661891 0.00545409 0.00429609 0.00293412
internal_count=3121 2952 2874 2725 294 253 2431 1881 550 410 297 202
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=20
num_cat=0
split_feature=13 13 1374 457 484 1213 448 160 4 15 4 1 2 0 1 2 15 12 13
split_gain=0.000371582 0.000458398 0.000302705 0.000387132 0.000469858 0.00030224 0.000269534 0.000337739 0.00028127 0.000230498 0.000306551 0.00032631 0.000274067 0.000353978 0.00025927 0.000225686 0.000224713 0.000267452 0.000165061
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22361499999999998 -0.49013999999999996 0.084050000000000014 -0.062539999999999984 1.0000000180025095e-35 1.0000000180025095e-35 -0.15202999999999997 0.13686500000000004 0.11215000000000001 -0.11713499999999999 0.090455000000000021 -0.0093149999999999986
decision_type=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 -4 -6 -7 -8 -9 10 18 -12 14 15 16 -14 -13 -18 -10
right_child=1 2 3 -5 5 6 7 8 9 -11 11 12 13 -15 -16 -17 17 -19 -20
leaf_value=-0.00087584898473737403 0.0009607904208288918 -0.00078391909712523418 -0.00085768827004248816 0.00080064339024773796 -0.00073759520997956885 -0.00051729228734921932 -0.00062650788009058201 -0.00047922804823444357 0.0011446682602696619 -0.00022222967598354695 -0.00058795507750186151 -0.00061638157793264016 0.00065477727933647848 0.0011388388312277436 0.00061681652635742494 -0.00028077622785916686 -0.00039132686638736338 0.00065188517762460681 0.00042532824538720751
leaf_weight=0.0010173665757084996 0.0010577169445420411 0.0010510863283936791 0.0013640895524445881 0.0012592264815735046 0.0010365591401080973 0.001512326890699355 0.0011778552079683693 0.0012502598102486157 0.0012192626803655404 0.0019565944265358967 0.0010165906042949044 0.0013530501886563351 0.0011637363743304228 0.0014678164980574566 0.0012678287763332741 0.0010332014600278328 0.0010131208737571562 0.0010752118228867236 0.0015225530205187294
leaf_count=36 49 55 478 97 470 83 279 121 63 476 357 51 30 180 35 41 101 55 64
internal_value=0 2.32464e-05 -2.03614e-05 1.66415e-05 -3.16813e-05 2.74161e-05 7.13986e-05 0.0001253 0.000183029 0.000241798 0.000316632 0.000191497 0.000286122 0.000584895 5.36132e-05 0.000214794 -0.000153875 0.000145788 0.000745213
internal_weight=0 0.0237981 0.0227404 0.0216893 0.0204301 0.019066 0.0180294 0.0165171 0.0153392 0.014089 0.0121324 0.00939056 0.00837397 0.00366475 0.00470921 0.00219694 0.00344138 0.00208833 0.00274182
internal_count=3121 3085 3036 2981 2884 2406 1936 1853 1574 1453 977 850 493 251 242 71 207 156 127
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=12
num_cat=0
split_feature=484 15 11 43 4 42 3 4 16 2 2
split_gain=6.89827e-05 9.26521e-05 9.47976e-05 0.000112865 0.000168513 0.00016346 0.000216301 0.000153842 0.000112279 0.000177097 0.000101433
threshold=-0.0068949999999999992 -0.24436499999999997 0.078340000000000007 -0.074359999999999996 0.08184000000000001 -0.095284999999999995 -0.075944999999999985 -0.070499999999999993 0.22339500000000004 0.089885000000000007 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 8 -3 7 -7 9 -5 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0014431034893111732 0.00140966416107004 -0.0012210683525822955 -0.0017622656765934252 -0.0010203014338177529 -0.0019330194891075364 0.0017786688285412566 0.0034094436061258291 -0.0014100695937778965 -0.0015260841304931918 0.0025355048804478644 0.00032667200750602658
leaf_weight=0.0011199876430791787 0.0017326993455697359 0.0010714061692499999 0.0010936037174464888 0.0016507189227943529 0.0018637196099013653 0.0011896390107175581 0.0012953939473907558 0.0010100120895057962 0.0011638242440767041 0.0014994264683961117 0.0015029430485123951
leaf_count=503 232 112 160 709 187 149 193 377 125 200 174
internal_value=0 0.000102515 -6.72589e-05 8.40968e-05 -0.000360668 0.000832178 0.0014616 0.000314498 0.000143108 0.000560604 0.00142979
internal_weight=0 0.0150734 0.0133407 0.0122471 0.00768063 0.00456645 0.00349505 0.00219965 0.00581691 0.00465309 0.00300237
internal_count=3121 2618 2386 2226 1395 831 719 526 1208 1083 374
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=13
num_cat=0
split_feature=14 157 14 13 52 2 48 1 133 3 43 0
split_gain=6.34194e-05 8.18875e-05 0.000115072 0.000101926 0.000183491 0.000174446 0.000169613 0.000168349 9.68162e-05 8.62438e-05 0.000130349 0.000117662
threshold=0.062655000000000016 -0.073574999999999988 -0.10708499999999999 -0.084034999999999985 0.10744000000000002 0.11263500000000001 0.091545000000000015 0.090475000000000014 0.083950000000000011 -0.116045 -0.20207499999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 9 8 -4 -5 -11 -12
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=0.0013806638383054141 -0.0014133610578676212 -0.0018607658607218852 -0.0015035967184765459 -0.0022146581904767676 0.0016738509703846445 -0.0028139064615008381 0.0018410942246286138 0.0022632474086499489 0.0010366356318516467 0.0012100883417262168 5.0367209919836365e-06 -0.002546835391082631
leaf_weight=0.001539920000063256 0.0010357034763042164 0.0011206328840007726 0.0010299924757055804 0.0010451332662638219 0.001435131581163665 0.0010814727640199931 0.0011050352256080087 0.001739018487660865 0.0010528893364256803 0.0013027142512147556 0.0014776135397625029 0.0010891844298999438
leaf_count=398 104 102 303 116 316 207 111 235 173 67 120 869
internal_value=0 9.37653e-05 -5.32595e-05 0.000110644 -0.000247325 -0.000635592 -0.000244244 0.000910175 -0.000219518 -0.000713123 -0.000307566 -0.00107781
internal_weight=0 0.0150187 0.0134788 0.0123582 0.00853629 0.00710115 0.00601968 0.0038219 0.00208288 0.00491465 0.00386951 0.0025668
internal_count=3121 3017 2619 2517 1806 1490 1283 711 476 1172 1056 989
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=21
num_cat=0
split_feature=1213 453 38 1374 457 484 14 52 160 160 1 43 130 43 4 4 15 49 4 16
split_gain=0.000528128 0.000439 0.000414817 0.000456548 0.000504165 0.000462592 0.000389166 0.000362583 0.000333657 0.000366959 0.000408668 0.000385827 0.000301633 0.000249896 0.000278819 0.000387661 0.000284746 0.000270716 0.000200618 0.000157487
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084835000000000008 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.076175000000000007 -0.40306999999999998 0.092070000000000013 -0.22361499999999998 0.12811000000000003 0.24789500000000006 -0.0015749999999999998 0.066275000000000014 -0.39518999999999993 -0.083854999999999985 -0.094549999999999981 -0.063424999999999981 0.26450500000000005 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 -9 11 12 -11 14 -14 -16 18 -18 19 -17
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 15 16 17 -19 -20 -21
leaf_value=-0.00097828026784121491 -0.00078902439994204621 -0.00086993863021580674 -0.00082838159153222121 -0.00066553411720673636 0.00097460790910193441 -0.00054129185855953006 -0.00060407275347903122 -0.00041695511869429338 -0.00047364494165585784 -0.00036869840772267484 0.0010803342495046889 -0.00058814881360397166 -0.00026985770366023964 0.00096412113038033356 0.0012541639209349882 0.0013426119393769097 -0.00070761288324119366 0.000327435208811455 0.00020535230962688748 0.00049125612775806772
leaf_weight=0.0013018304508017045 0.0012750828260390526 0.0012400804943695212 0.0011714159804707682 0.0017450403810110445 0.0016898639036269083 0.0013812803111666805 0.0014676091539049798 0.0014011308611066578 0.0012990127553056388 0.0011333603044940696 0.0019013900846445728 0.0010441615637688537 0.0014182080471556394 0.0019954251902269968 0.0012766941106003796 0.0010255268395269468 0.0010007772121232187 0.0015235494049697018 0.0017907940713879356 0.0010523078934534472
leaf_count=491 55 79 54 463 109 244 63 272 92 163 145 103 55 54 84 29 103 347 58 58
internal_value=0 2.92231e-05 7.11532e-05 0.000112604 0.000160216 9.89322e-05 0.000163343 0.00022187 0.000280884 0.00034006 0.000410015 0.000313902 0.000391001 0.000468686 0.000359903 0.000476354 0.000321022 -8.29129e-05 0.000584595 0.000911448
internal_weight=0 0.0278327 0.0265926 0.0254212 0.0241461 0.0224563 0.0207112 0.0192436 0.0178623 0.0165633 0.0151622 0.0132608 0.0122166 0.0110833 0.00908786 0.00766965 0.00639296 0.00252433 0.00386863 0.00207783
internal_count=3121 2630 2551 2497 2442 2333 1870 1807 1563 1471 1199 1054 951 788 734 679 595 450 145 87
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=12
num_cat=0
split_feature=2 2 150 1 52 4 16 52 2 52 15
split_gain=6.97592e-05 9.56528e-05 0.000127397 0.000124569 0.000200307 0.000202246 0.000143995 0.000111474 0.00010189 0.000284938 9.45041e-05
threshold=-1.0000000180025095e-35 0.098035000000000011 0.083095000000000016 0.13075500000000004 -0.088204999999999992 -0.0016099999999999997 -0.083539999999999989 -0.013374999999999998 0.10613000000000002 0.10744000000000002 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 7 4 -2 6 -6 -3 -9 -10 -1
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00018637070013160478 -0.0029759415408599013 0.0013766771539650117 0.0018827072235173593 0.0010939703243203146 0.0021970028722590289 -0.0017698550554261 -0.00041482559846678976 0.0010311968581352231 -0.0024782752993724932 0.0008410445223343213 0.0021400307157266049
leaf_weight=0.0011265143135053765 0.0011730031333467899 0.0012982978460642294 0.0013014602435261757 0.0011247780912783112 0.001028830670708524 0.0019883490851910299 0.0017685414077364681 0.0010370426819281686 0.0017536191933618661 0.0014606690246448117 0.0010300439883351711
leaf_count=93 353 348 162 28 402 327 863 116 181 142 106
internal_value=0 -0.00014806 0.00031959 -0.000600366 -0.000920192 -0.000416318 0.000545765 -4.69818e-05 -0.000481748 -0.000969877 0.000924796
internal_weight=0 0.0139346 0.00685109 0.0070835 0.00595872 0.00478572 0.00279737 0.00554963 0.00425133 0.00321429 0.00215656
internal_count=3121 2922 949 1973 1945 1592 1265 787 439 323 199
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=21
num_cat=0
split_feature=13 13 1374 457 484 1213 453 15 52 150 4 15 43 16 49 1 16 3 0 0
split_gain=0.000423884 0.000610245 0.000382355 0.000510775 0.00051854 0.000373298 0.000315065 0.000322794 0.000564447 0.000541501 0.000347325 0.000357763 0.000246291 0.000287977 0.000223773 0.000220194 0.000394114 0.000379241 0.000227647 0.000246576
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 -0.03241999999999999 0.11434500000000002 0.083555000000000004 -0.49013999999999996 0.084050000000000014 -0.081454999999999986 -0.0064149999999999997 -0.031119999999999998 0.13686500000000004 -0.52595999999999987 -0.10519499999999998 -0.13027499999999997 -0.08824499999999999
decision_type=2 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 -4 -6 7 14 9 10 -9 12 -12 -14 -7 16 -16 -18 -19 -20
right_child=1 2 3 -5 5 6 -8 8 -10 -11 11 -13 13 -15 15 -17 17 18 19 -21
leaf_value=-0.00097679719315656058 0.0010963814797073786 -0.00088324738764304655 -0.00092518791522135937 0.00092477169420572655 -0.00082250536181962142 0.00078493024761286888 -0.00075315818749433308 -0.00056160802192353732 -0.0010543616130542488 -0.00099690575899809438 0.0010596389735966734 -0.00020536623288216425 -0.00019420592017002655 0.0008228266660795121 -0.00078647352207679736 0.00081840129919628197 0.00099013958102384613 0.00063391352023963767 -0.00062647377643754187 0.00030682396134264065
leaf_weight=0.0010455311222194999 0.0012166098779692316 0.0011818158239673684 0.0014738057149856201 0.0013970424120499638 0.0011777887925373534 0.0019895662514752832 0.0010450847812357713 0.0011772561970637644 0.0012356466886487847 0.0010114997083627841 0.0016909739487891429 0.0019033788575319455 0.0013553705720363851 0.0013074677856049887 0.0010361351545569164 0.0011551582291465246 0.0012729555591044495 0.0010312939793322151 0.0015456256484294301 0.0012035467725636725
leaf_count=36 49 55 478 97 470 158 68 108 165 85 70 440 69 55 28 85 65 55 193 292
internal_value=0 2.6926e-05 -2.47229e-05 1.75359e-05 -3.85146e-05 2.33047e-05 7.32114e-05 0.000118868 -7.8377e-05 6.44101e-05 0.000208808 0.000353758 0.000598193 0.000305162 0.000325667 0.000199542 8.2148e-05 0.000260247 1.44782e-05 -0.00021789
internal_weight=0 0.026408 0.0251914 0.0240096 0.0226126 0.0211387 0.019961 0.0189159 0.00968159 0.00844595 0.00743445 0.00625719 0.00435381 0.00266284 0.00923428 0.00724472 0.00608956 0.00505342 0.00378047 0.00274917
internal_count=3121 3085 3036 2981 2884 2406 1936 1868 992 827 742 634 194 124 876 718 633 605 540 485
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=13
num_cat=0
split_feature=484 42 1 150 15 43 3 4 151 43 1 13
split_gain=6.32699e-05 9.26439e-05 0.000100349 0.000152055 0.000121935 0.000125358 0.000197919 0.000175068 0.000136583 8.76923e-05 5.70856e-05 5.03398e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.13686500000000004 0.116995 -0.24436499999999997 -0.074359999999999996 -0.077774999999999983 0.055260000000000011 -0.016164999999999995 0.05259500000000001 0.090540000000000023 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 11 8 -7 10 -10 -6
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0013608535429505376 0.0021365780210153397 -0.0014967151931274613 0.001716032486844935 -0.0021012679442125679 -0.0010930304857020513 0.0020817486273706507 0.0027335082839642566 -0.0019680264687668707 -0.0021159473887648384 0.00070988013129237159 -0.00020529508629340727 0.00065212525698105236
leaf_weight=0.0011120957019547196 0.0010839075354490421 0.001169334903529968 0.0014156199591305258 0.0010348589775184278 0.001013174067902356 0.001019680443272609 0.0013424051488022419 0.0018422267255078645 0.0010368811695374951 0.0015726353354160866 0.0011384296497110313 0.0013219845793190355
leaf_count=503 104 311 125 86 329 98 203 158 557 199 189 259
internal_value=0 9.54177e-05 0.000230113 6.05611e-05 0.000257301 5.92952e-05 0.000931091 -0.000425751 0.00017019 -0.000349876 -0.00111602 -0.00010506
internal_weight=0 0.0149911 0.0138218 0.0124062 0.0113713 0.0102874 0.00367756 0.00660985 0.00476763 0.00374795 0.00217531 0.00233516
internal_count=3121 2618 2307 2182 2096 1992 791 1201 1043 945 746 588
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=22
num_cat=0
split_feature=133 453 51 50 2 1 48 0 13 14 15 51 52 52 16 13 0 3 1 47 12
split_gain=0.000404428 0.000361107 0.000386706 0.000323357 0.000385008 0.000461652 0.000347812 0.000423184 0.000368988 0.000340586 0.000295744 0.000241531 0.000555208 0.000262641 0.000234164 0.000848817 0.000217317 0.000212762 0.000189939 0.000285508 8.146e-05
threshold=0.10622000000000002 1.0000000180025095e-35 -0.40274499999999996 0.10647500000000001 0.098035000000000011 0.13686500000000004 0.12879500000000002 -0.21861499999999998 -0.08971999999999998 0.057600000000000005 -1.0000000180025095e-35 -0.090529999999999985 -0.088204999999999992 -0.077024999999999996 -0.056919999999999991 0.038215000000000006 -0.11756999999999999 -0.116045 0.090475000000000014 0.09364500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -6 16 11 -10 -4 -13 -14 18 -16 -9 -12 -15 20 -20
right_child=-2 -3 3 -5 6 -7 -8 8 10 -11 17 12 13 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.00077525150802112757 -0.00077872055103042832 -0.0007562441037587467 0.00059729259658419949 -0.00055126196356621309 0.001278343702071865 0.00082841251011373505 -0.000401759571082609 0.00022733869624940841 0.00052147035293391116 -0.00089743126687913627 0.00010898691691613874 -0.0010123128451414165 0.00061053740070799627 -0.00027845416211429939 -0.0010622789663213919 0.0006312441552519067 0.0010197171661819374 -0.00079230121178500753 0.00032418192601011271 -0.00029243736655181786 0.00086642764420799122
leaf_weight=0.0011170601898640156 0.0013891619585209838 0.0011937036731936015 0.0012050278790963773 0.0015147197586207186 0.0011979407440030352 0.0012754379609956632 0.0010783456315195403 0.0011969176644717194 0.0015706269835215345 0.0010220734680332919 0.0012159544862790916 0.0012277746515631386 0.0014041705915541778 0.0018135505074308731 0.0016673053366491044 0.0010079394490722926 0.0019022086573530226 0.0010241869619583817 0.0011849522708085591 0.0011502007368748846 0.0011673370117857296
leaf_count=99 435 74 140 276 41 44 30 81 232 62 80 188 77 583 315 32 79 110 47 36 60
internal_value=0 2.72369e-05 6.32858e-05 0.000101015 0.000143398 -7.58739e-06 0.000375571 0.000478956 0.000340369 -9.05632e-05 3.67627e-05 -2.08421e-05 -9.09592e-05 2.9441e-05 -7.2665e-05 -0.000424218 0.000713692 -0.00030308 0.000104251 0.000302411 0.000593274
internal_weight=0 0.0271374 0.0259437 0.0248267 0.023312 0.0141258 0.00918618 0.00810784 0.00690989 0.0128503 0.00381077 0.0118283 0.0106232 0.00939546 0.00799129 0.00267524 0.00309913 0.00224014 0.00531604 0.00350249 0.00235229
internal_count=3121 2686 2612 2513 2237 1584 653 623 582 1540 422 1478 1338 1150 1073 347 160 190 726 143 107
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=22
num_cat=0
split_feature=1213 1374 457 484 38 453 48 160 124 1 151 11 16 43 15 13 52 16 1 2 16
split_gain=0.000448078 0.000448902 0.000600004 0.000492111 0.00035162 0.000372332 0.000265389 0.000271881 0.000343683 0.00026855 0.000313352 0.000249671 0.000406308 0.000242675 0.000274422 0.000242143 0.00038609 0.000280506 0.000224296 0.000201816 8.18959e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 1.0000000180025095e-35 -0.086869999999999989 -0.22361499999999998 -0.043384999999999993 0.13686500000000004 0.061780000000000009 0.088215000000000002 -0.50690499999999983 0.16180500000000003 0.084050000000000014 -0.083364999999999981 -0.081429999999999989 0.062650000000000025 0.095285000000000022 0.098260000000000014 -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
left_child=-1 -2 3 -3 5 6 -5 -8 -9 10 11 12 -10 14 15 19 17 -17 20 -14 -18
right_child=1 2 -4 4 -6 -7 7 8 9 -11 -12 -13 13 -15 -16 16 18 -19 -20 -21 -22
leaf_value=-0.0008467131710170945 -0.0008510397347001249 -0.00073976134173178872 0.00095310389266479924 -0.00048636812396961766 -0.00070396239677367916 -0.00072733982892420025 -0.00042434420559241516 0.00096892779954116468 0.0010826543511153017 0.00071501984509946849 -0.00064561425526996259 -0.00049750854285004521 0.00032793196324771841 -0.00049982168360143426 -0.00037933461669853853 0.0011823969358130931 -0.00069523047968560723 0.00014062694841869385 0.00025923880675035707 0.0011366390466328845 -0.00012898963450033051
leaf_weight=0.0012587984971368918 0.0011391471836468261 0.0016575637641411045 0.0014636357686147452 0.0012370600041418092 0.0011421268304303558 0.0010290770077316927 0.0013324046954936155 0.0012424692854497701 0.00106308093881679 0.0017586772181835677 0.001004776103172845 0.0010169113344291611 0.0014101411749873859 0.0010364827720962819 0.0013229322845171873 0.0010480375503640867 0.0010742578079780407 0.001061221802399176 0.0018846865616879427 0.0011372756141687645 0.0010119678459101908
leaf_count=491 55 464 102 44 49 67 286 175 50 85 61 81 101 127 378 57 104 200 59 40 45
internal_value=0 2.57839e-05 6.58416e-05 1.05129e-05 6.75245e-05 0.00011015 0.000154027 0.000197069 0.000245565 0.000188792 0.000123024 0.000182128 0.000239483 0.000157899 0.00022641 0.000319293 0.000164408 0.000658256 -9.79136e-05 0.000688973 -0.000420563
internal_weight=0 0.0260739 0.0249348 0.0234712 0.0218136 0.0206715 0.0196424 0.0184053 0.0170729 0.0158304 0.0140718 0.013067 0.0120501 0.010987 0.00995052 0.00862759 0.00608017 0.00210926 0.00397091 0.00254742 0.00208623
internal_count=3121 2630 2575 2473 2009 1960 1893 1849 1563 1388 1303 1242 1161 1111 984 606 465 257 208 141 149
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=23
num_cat=0
split_feature=51 160 13 13 1 0 132 457 484 14 2 1 151 156 151 48 4 4 2 12 16 4
split_gain=0.000512294 0.000467987 0.000417767 0.000416608 0.000361054 0.00075426 0.000433282 0.00036151 0.000338222 0.000407807 0.000373205 0.000481455 0.000467468 0.000531804 0.000281615 0.000469515 0.000219037 0.000289669 0.000273919 0.000124458 0.000118094 3.18815e-06
threshold=-0.40274499999999996 -0.40698999999999991 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.084044999999999995 0.079970000000000013 -0.0029299999999999994 -0.0068949999999999992 0.076175000000000007 1.0000000180025095e-35 0.12577000000000002 0.056735000000000001 0.090500000000000011 -0.044604999999999992 0.085325000000000012 -0.49013999999999996 -0.076779999999999987 0.092120000000000021 0.090455000000000021 -0.088909999999999989 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
left_child=-1 -2 -3 -4 5 -5 7 -6 -9 10 11 19 13 14 15 -12 -7 18 -18 -10 21 -16
right_child=1 2 3 4 6 16 -8 8 9 -11 12 -13 -14 -15 20 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00096432050122937177 -0.00095886572544480854 -0.00085152637667003752 0.00094908105164624832 -0.0012788484140236523 -0.00055326984854862135 -0.00053747468691042397 0.00098132908241739167 -0.00052017575260428911 -0.00052176557819944599 -0.00051343661871882989 0.0011595335391117623 0.00087081597501623077 -0.00040492942745338752 -0.00027976700551043417 0.0014422556344481825 -0.00030303082823650876 -3.8227628144907357e-05 -0.000448461894602235 0.00095125457837813652 2.3809933460303346e-05 0.00082536009486263709 0.001321923016528006
leaf_weight=0.0012162794973047389 0.0010372403980644365 0.0010661120791439762 0.0013114170836001629 0.0012853720648774809 0.0016970157591842385 0.0011913484574250788 0.0014226341424928837 0.0014252938326908557 0.0018559903808329503 0.0014277820575223652 0.0010152381999297688 0.0011704886572949658 0.0010187132453012282 0.0010726553161379826 0.0010186838269419241 0.0010019834228789382 0.0012118925621245613 0.001079627370759343 0.0013687570079339295 0.0019913886479926424 0.0015387705954772457 0.0010048338940057966
leaf_count=114 239 36 49 716 93 27 118 136 218 43 50 63 36 109 9 53 239 344 63 203 85 78
internal_value=0 4.03775e-05 7.85161e-05 0.000116491 7.24616e-05 -0.000246469 0.000177345 0.000110996 0.000183527 0.000254578 0.000340997 1.95906e-05 0.000551244 0.000697672 0.000885584 0.000433056 2.7046e-05 0.000210786 0.000486586 -0.000239378 0.00114184 0.0013825
internal_weight=0 0.0282132 0.027176 0.0261099 0.0247985 0.006137 0.0186615 0.0172388 0.0155418 0.0141165 0.0126887 0.00501787 0.00767088 0.00665217 0.00557951 0.00201722 0.00485163 0.00366028 0.00258065 0.00384738 0.00356229 0.00202352
internal_count=3121 3007 2768 2732 2683 1389 1294 1176 1083 947 904 484 420 384 275 103 673 646 302 421 172 87
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=11
num_cat=0
split_feature=52 52 51 42 43 3 2 43 15 48
split_gain=7.13854e-05 0.000144204 0.000117507 0.000126089 0.000129996 0.000115127 0.000176719 8.87365e-05 0.000185048 9.91007e-05
threshold=-0.38533999999999996 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 -0.15582499999999996 -0.13309499999999996 0.084055000000000005 0.066275000000000014 -0.074054999999999996 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 -8
right_child=1 2 3 4 5 6 7 -9 -10 -11
leaf_value=-0.0013050932380510457 0.0016855091727993102 -0.0017129994094447888 -0.0016348551602215729 0.0019475021167619526 -0.001174579197194764 0.0018212122780575299 -0.00045053872222202166 0.0011974036077969088 -0.0018041001061871072 0.0018040373747712504
leaf_weight=0.0012528484174863302 0.0016426219967218955 0.0012948546825724992 0.0012359305668243363 0.0013088528702858175 0.0019725731205735312 0.0019721978985138772 0.0014863354518533404 0.0012469926031316581 0.0019876617957835631 0.0010785839935914393
leaf_count=334 304 253 681 82 113 451 222 91 474 116
internal_value=0 0.000100956 -9.06542e-05 8.02857e-05 0.000272067 4.70236e-05 0.000357082 -0.000140809 -0.000507358 0.000497542
internal_weight=0 0.0152266 0.013584 0.0122891 0.0110532 0.00974434 0.00777177 0.00579957 0.00455258 0.00256492
internal_count=3121 2787 2483 2230 1549 1467 1354 903 812 338
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=14
num_cat=0
split_feature=43 3 47 123 4 3 47 52 1 3 1 2 16
split_gain=5.99643e-05 0.000118615 0.00010964 0.000128963 0.000130912 0.000122742 0.000156162 0.000156438 0.000242019 0.000138788 0.000135272 0.000130854 9.59712e-05
threshold=0.18116500000000002 0.16158000000000003 0.13148500000000005 1.0000000180025095e-35 -0.27825499999999997 -0.10023499999999998 0.092530000000000015 -0.07167999999999998 0.089770000000000016 -0.13309499999999996 0.090130000000000016 0.090425000000000019 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 10 -9 11 -7 -6 -10
right_child=-2 -3 -4 -5 5 6 -8 8 12 -11 -12 -13 -14
leaf_value=-0.0015465617100616899 -0.0013273707747509147 0.0018816236711747124 -0.0018452864936898724 0.0019781418370404444 -0.0010499857941608807 0.00041176471464367937 -0.002332257066212701 -0.0013456190524333987 0.00083310389111176215 0.0024974057912505879 -0.0024890660216241476 0.0017274987951319408 0.0032126778388995589
leaf_weight=0.0017491810908323311 0.0010696554907996666 0.0011371373638603419 0.001058171196099412 0.0011019588266630792 0.001302591313824486 0.0010062414615894686 0.0010643086173857952 0.0011163274911661376 0.001217381639134596 0.0013339920920557883 0.0011477916109215447 0.0010001743467642488 0.0010554305590551594
leaf_count=200 208 148 48 223 102 294 187 1135 144 113 80 91 148
internal_value=0 8.70624e-05 -5.71179e-05 8.73749e-05 -8.63492e-05 0.000162979 -0.00030602 8.30243e-05 0.000856504 0.00101508 -0.00113396 0.000156376 0.00193811
internal_weight=0 0.0152907 0.0141536 0.0130954 0.0119934 0.0102442 0.00660748 0.00554317 0.00338914 0.00363676 0.00215403 0.00230277 0.00227281
internal_count=3121 2913 2765 2717 2494 2294 1988 1801 1427 306 374 193 292
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=12
num_cat=0
split_feature=14 147 159 51 3 48 2 2 1 15 47
split_gain=6.6616e-05 8.62071e-05 0.000118245 8.90428e-05 0.000133325 0.000135431 0.000150698 0.000244516 0.000139089 0.000148875 0.000159686
threshold=0.062655000000000016 0.089025000000000007 -0.032739999999999991 0.095050000000000009 -0.15956499999999998 0.092150000000000024 0.10559 0.096540000000000015 1.0000000180025095e-35 -0.016799999999999995 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 10 -10
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0016030986214605183 -0.0013563661822375689 0.0015661731632611803 0.00179616028656534 0.0014455689501795441 -0.0015018686740212836 -0.0015602424835192536 -0.0013378120884444706 0.0026424112092583029 0.00096308030372038581 0.0019050494793256636 -0.0016837623391281402
leaf_weight=0.0012830091137540087 0.0010120066255738793 0.0010818950553033177 0.0010768325690415645 0.0013614629635985984 0.0014363408787018903 0.0018279744271793028 0.0017792096486896058 0.0012251267761282589 0.0014381296041001343 0.0014019744377609666 0.0012723583475455214
leaf_count=409 104 118 109 195 876 224 344 140 177 329 96
internal_value=0 8.56921e-05 -2.7886e-05 0.000129767 -2.65805e-05 -0.000215653 7.17118e-05 0.000441931 -4.39157e-05 0.000465297 -0.000279402
internal_weight=0 0.0151843 0.0141024 0.0128194 0.0114579 0.0103811 0.00855314 0.00677393 0.0055488 0.00411246 0.00271049
internal_count=3121 3017 2899 2490 2295 2186 1962 1618 1478 602 273
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=12
num_cat=0
split_feature=1 52 52 3 49 4 151 0 16 47 15
split_gain=6.45337e-05 0.000183824 0.000157207 0.000178146 0.000180573 0.00016872 0.000142693 0.000112523 0.000168914 0.0001117 3.9155e-05
threshold=0.10439500000000002 0.11434500000000002 -0.088204999999999992 0.10299500000000002 -0.047584999999999995 -0.080924999999999983 -0.080994999999999998 -0.019414999999999998 0.071345000000000006 0.086785000000000015 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -2 8 9 10 -8
right_child=6 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0019094252947679778 -0.001830663221136857 -0.0029874347308859192 0.0018522669562797756 0.0027062803653241838 0.0004410037795259255 -0.0023526451972486788 0.0029417544269743235 0.002435800509816411 -0.0017459164944467929 -0.00030962290687192587 0.0011724755789874095
leaf_weight=0.0015299277537259284 0.0010001973039449608 0.0010112967984482538 0.0014294298348477693 0.0011687678370151389 0.0019449608424032391 0.0017260344384038796 0.0010052723231298369 0.0014049144136076127 0.0012218044181641075 0.0014968343899548625 0.0011170610596571429
leaf_count=512 112 375 153 28 551 817 172 136 98 90 77
internal_value=0 -0.000378504 -4.0209e-05 0.000415953 -0.000108878 -0.000872519 0.000450096 0.00081533 0.000345048 0.00105094 0.00201052
internal_weight=0 0.00881042 0.00779912 0.00626919 0.00510043 0.003671 0.00724608 0.00624589 0.00484097 0.00361917 0.00212233
internal_count=3121 2436 2061 1549 1521 1368 685 573 437 339 249
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=19
num_cat=0
split_feature=13 13 1374 457 484 1213 160 448 4 15 4 1 2 0 2 51 16 13
split_gain=0.000405345 0.000473726 0.000362275 0.000490569 0.000344374 0.000330679 0.000278767 0.000366422 0.000294372 0.000256492 0.000246501 0.000504259 0.000294984 0.000339088 0.000197823 0.000194138 0.000237566 0.000167062
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -0.22361499999999998 -1.0000000180025095e-35 -0.49013999999999996 0.084050000000000014 -0.068329999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.15202999999999997 0.11215000000000001 -0.066639999999999991 -0.13088499999999997 -0.013634999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8 -9 10 17 -12 15 14 -14 -13 -17 -10
right_child=1 2 3 -5 5 6 7 8 9 -11 11 12 13 -15 -16 16 -18 -19
leaf_value=-0.0008932141237702803 0.0009108878652386716 -0.00084037669946285156 -0.0007457356701147151 0.00086633048058628009 -0.00075488728074938065 -0.00055290809925960093 -0.00056680623698814134 -0.00050680581889222544 0.0010988780202576824 -0.00024019109681473695 -0.00070092877790229582 0.00046973450312707882 0.00067885468274730975 0.0011446608555859598 -0.00016896307585681069 0.00018515297038632943 -0.00064166219900829659 0.00037141475130060493
leaf_weight=0.0010163318693763293 0.0011782947825482717 0.001042487444692596 0.0012947441821879102 0.001317648412435867 0.0010743160981025448 0.0013955322666081562 0.00148220488381856 0.0011857333501659123 0.0011809341773911797 0.0019986005551769779 0.0011061439165995094 0.0017118931647527313 0.0011659401830428316 0.0015156822704660046 0.001082991273046785 0.001840680743439016 0.0011530855355348923 0.0014165891616966181
leaf_count=36 49 55 478 97 470 281 81 121 44 476 359 63 30 180 41 62 118 80
internal_value=0 2.7607e-05 -1.77123e-05 2.14078e-05 -3.26232e-05 1.51905e-05 6.05572e-05 0.000111394 0.000176846 0.000234043 0.000311898 0.000206046 0.000324489 0.000622497 0.000270581 8.60775e-05 -0.000133305 0.000702148
internal_weight=0 0.0241435 0.0229652 0.0219227 0.0206051 0.0193103 0.018236 0.0168405 0.0153583 0.0141725 0.0121739 0.00957642 0.00847027 0.00376461 0.00224893 0.00470566 0.00299377 0.00259752
internal_count=3121 3085 3036 2981 2884 2406 1936 1655 1574 1453 977 853 494 251 71 243 180 124
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=13
num_cat=0
split_feature=14 484 42 43 3 16 4 39 15 2 2 0
split_gain=6.53732e-05 7.8209e-05 8.08956e-05 0.000150638 0.000197324 0.00015769 0.000136459 0.000130659 9.63581e-05 0.000218888 0.000114378 0.000109648
threshold=0.062655000000000016 0.084040000000000017 -1.0000000180025095e-35 -0.052894999999999991 -0.075944999999999985 0.22339500000000004 -0.075889999999999999 0.091400000000000009 -0.095869999999999983 0.089885000000000007 0.10097500000000002 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 8 -4 -1 11 -10 -11 -5
right_child=-2 -3 3 5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0021899665655227907 -0.0012459582456098262 0.0011312451264263574 0.0014974715140058561 -0.0019958172358145176 0.0027700891420730949 -0.0020485736591574913 -0.001046218546593175 0.00034002582932586567 -0.0013831083348208595 0.0021717239167449243 0.00031101590287270909 0.0001487674102388409
leaf_weight=0.0010623734876405696 0.0010039723610291143 0.001596431387267839 0.0010053108099326025 0.0010611706665901721 0.0010982106675117712 0.00106454314077159 0.0011350141298374361 0.0010033134741256333 0.0012097632084696729 0.0014578597223521284 0.001954901026180178 0.0013947037911093019
leaf_count=738 104 356 52 55 319 156 463 51 382 126 162 157
internal_value=0 7.91212e-05 -4.57857e-05 0.000120347 0.00103753 -0.000244429 0.000148553 -0.000961138 2.69022e-05 0.000454479 0.00110587 -0.000777897
internal_weight=0 0.0150436 0.0134472 0.0113815 0.00323854 0.00814294 0.00214032 0.00206569 0.0070784 0.00462252 0.00341276 0.00245587
internal_count=3121 3017 2661 1872 834 1038 515 789 882 670 288 212
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=12
num_cat=0
split_feature=1 4 457 151 150 3 1 12 4 43 13
split_gain=6.96795e-05 0.000127664 9.63999e-05 0.000122892 0.000228168 0.000117101 0.000182297 0.000144917 0.000158813 7.91021e-05 7.98856e-05
threshold=0.077565000000000009 -0.029144999999999997 -0.0029299999999999994 0.056735000000000001 0.081835000000000019 0.10732000000000001 0.12958500000000003 0.09334000000000002 0.053180000000000012 -0.090299999999999991 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 6 7 8 -4 -1 -11
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0014122062504054254 -0.0016006725473110576 -0.0024930135373472666 -0.00034843765150192657 -0.0014116284791964257 0.0026964979691647024 -0.0011220159742577776 0.0030252055892484677 -0.0017748651844335707 0.0027100945194605004 -0.00061675054412651175 0.0017783927489251749
leaf_weight=0.0011464940519849134 0.0010249425405636234 0.0011626412871660885 0.0017504464128358932 0.0012648136996453738 0.0018661882569687704 0.0019882599749770358 0.0010827934128719505 0.0012045808364817834 0.0011396738604401158 0.0010769521495743164 0.0011937956569958311
leaf_count=175 108 766 444 68 211 168 107 267 112 76 619
internal_value=0 -0.000667864 0.000264243 0.000449877 0.000710558 0.000193357 0.000698486 8.32134e-05 0.000857647 -4.68973e-05 0.000642443
internal_weight=0 0.00457988 0.0113217 0.0102968 0.00903194 0.00716575 0.00517749 0.0040947 0.00289012 0.00341724 0.00227075
internal_count=3121 1636 1485 1377 1309 1098 930 823 556 870 695
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=22
num_cat=0
split_feature=1213 1456 133 1374 44 13 457 132 447 133 42 39 160 16 151 3 3 4 3 0 15
split_gain=0.000440962 0.000388693 0.000363346 0.000336192 0.000350309 0.000368559 0.000239674 0.000258626 0.000367476 0.000302908 0.000373969 0.000346368 0.000245066 0.000247009 0.000226709 0.00030316 0.000289045 0.000269042 0.00028696 0.000239111 0.00014183
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 0.081805000000000017 -0.47860499999999995 0.091015000000000013 0.079970000000000013 0.081385000000000013 -0.065894999999999981 -0.11466499999999999 0.084405000000000008 -1.0000000180025095e-35 0.013515000000000001 -0.0077149999999999988 -0.13309499999999996 -0.15956499999999998 0.24564500000000003 -0.07359499999999998 -0.10151999999999999 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
left_child=-1 -2 3 -3 5 -5 7 8 9 -7 -11 12 13 -12 -14 16 -16 18 20 -20 -17
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 11 -13 14 -15 15 17 -18 -19 19 -21 -22
leaf_value=-0.00086032393937604339 -0.0008207735171907258 -0.00065524787575016008 -0.00069803835908134604 0.00089961803732363358 -0.00067606517091388428 -0.0005311981848429248 0.00078096502486736598 0.00067493564265603005 -0.00075659182426668792 -0.00057218502351341996 -0.00074398912495916999 0.00093912346633430075 -0.000301364513834706 0.00020345839598437244 0.00045659852609780151 0.00038665708884479322 -0.00057193088080635733 0.0010333343462648932 0.00039939679992665258 -0.00047432089190974297 0.0011366729421317218
leaf_weight=0.0011923867190717355 0.0010552017962972967 0.0011287242982689341 0.001207578365322092 0.0014819465292756863 0.0010182783861232272 0.0014217015859719342 0.0011922355409810228 0.0015672192040201973 0.001103606605493467 0.0013083927992625097 0.0011404719379835568 0.0013661189452335585 0.001307210887488309 0.0011971366451795085 0.0010702121058017156 0.0011355353931685689 0.0012659689897773722 0.0015837969955407871 0.0015628180053619545 0.0011570485551022497 0.0010121787439913987
leaf_count=491 258 52 349 66 45 324 87 161 57 64 275 185 97 102 85 119 25 40 38 78 123
internal_value=0 4.552e-05 8.17539e-05 0.000120956 0.000159228 0.000198113 0.000147132 0.000107773 5.73611e-05 0.000111708 0.000172212 0.000242797 0.000166282 -0.000258782 0.000264712 0.00034892 -0.000100758 0.000511758 0.000342049 2.77117e-05 0.000740126
internal_weight=0 0.0262834 0.0252282 0.0240206 0.0228919 0.0218736 0.0203917 0.0191994 0.0176322 0.0165286 0.0151069 0.0137985 0.0124324 0.00233761 0.0100948 0.00878756 0.00233618 0.00645138 0.00486758 0.00271987 0.00214771
internal_count=3121 2630 2372 2023 1971 1926 1860 1773 1612 1555 1231 1167 982 377 605 508 110 398 358 116 242
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=20
num_cat=0
split_feature=1213 1374 133 44 3 50 457 132 148 0 52 13 0 0 12 1 0 48 3
split_gain=0.000350322 0.000343336 0.000315571 0.000282564 0.000429857 0.000385473 0.000251778 0.000267634 0.000280909 0.00018342 0.000319427 0.000287559 0.000191184 0.00024335 0.000225321 0.000337975 0.000170239 0.000156261 9.9289e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.083640000000000006 0.091015000000000013 0.079970000000000013 -1.0000000180025095e-35 -0.17169499999999996 0.11434500000000002 -0.084034999999999985 -0.026509999999999995 0.11070500000000001 0.10345000000000001 0.10727500000000002 -0.10011499999999998 0.085485000000000019 -0.081054999999999974
decision_type=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 7 8 -3 17 11 18 14 -14 15 16 -13 -10 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00076989723532767604 -0.00076615215517784516 -0.00060973099922701955 -0.00069215958639223352 -0.00062646815351721026 0.00081768445207127261 -0.00062704519112372493 0.00077414435028499637 0.00069053593625794198 0.00086113946041778075 0.00025467701554551033 -0.00063448607247482028 0.00033422423728394135 0.00056501033234722712 -0.00018303090572425695 0.00035267292080127274 -0.00097109018999109661 -0.0004590801397994466 9.7521495376543907e-05 0.00084939733344291206
leaf_weight=0.0011357617881288381 0.0010241770934289454 0.001220871472892072 0.0010344145885156633 0.0010005401221597756 0.001663997246333814 0.001417547574335625 0.001121680543167968 0.0013251250338431877 0.0010302742907664026 0.0010981147061979862 0.0012904534021572775 0.0010933371854517891 0.0018901301387303938 0.0015538053157495568 0.0010527166949115263 0.0012384459082067922 0.0010302840500606772 0.0010724737473211121 0.0011037577241054764
leaf_count=491 55 77 370 59 133 373 84 143 39 148 166 78 76 101 70 102 409 34 113
internal_value=0 2.65714e-05 6.30805e-05 9.99249e-05 0.000135899 7.47043e-05 0.000132805 8.78429e-05 3.34196e-05 9.17827e-05 2.141e-05 0.000105541 -1.97733e-05 0.000227515 -0.000212681 -0.000389702 -5.06508e-05 0.000471668 0.000552799
internal_weight=0 0.0232621 0.022238 0.0212036 0.020203 0.018539 0.0171215 0.0159998 0.0146747 0.0134538 0.011351 0.0100606 0.00785872 0.00344394 0.00441478 0.00336207 0.00212362 0.00210275 0.00220187
internal_count=3121 2630 2575 2205 2146 2013 1640 1556 1413 1336 1263 1097 836 177 659 589 487 73 261
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 133 38 13 457 151 160 49 3 16 3 1 12 16 150 4 52 16
split_gain=0.000405064 0.000383251 0.000406359 0.000316337 0.000360415 0.000425914 0.000319196 0.000326605 0.000296973 0.000428423 0.000400706 0.00045771 0.000231989 0.000340587 0.000461911 0.000174596 0.000291511 0.000120746 0.000113255 7.68951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 1.0000000180025095e-35 -0.47860499999999995 0.088350000000000026 -0.0077149999999999988 -0.22361499999999998 0.10247500000000002 -0.13309499999999996 0.051380000000000002 0.088060000000000013 0.13021500000000003 0.092355000000000007 -0.010699999999999999 0.081835000000000019 -0.0029599999999999995 -0.081429999999999989 -0.083539999999999989
decision_type=2 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 -4 7 15 -9 10 11 -10 13 14 17 16 -7 19 -14 -12
right_child=1 2 3 -5 -6 6 -8 8 9 -11 12 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00091733757042353572 -0.00093711089944827433 -0.0008532566084325198 0.0010863367319915614 -0.00067952955397895419 -0.00069838209314441882 -0.0012243354268560891 0.00096010093976844554 -0.00061917836435271246 -0.00085540500773094842 0.0011722804041078387 0.0010947197947020221 0.00042623857865898337 0.00032113921200809008 0.0012657312404118872 -0.00046747399572697921 0.00013688872695559004 -3.1537265550263358e-05 0.0002523352616317213 -0.00031823613724119444 0.00053404585433547566
leaf_weight=0.0012132391597637756 0.0010095262024902912 0.0011636605368767752 0.0013540227384870518 0.0012110124041445338 0.0011838587645427437 0.00106962802684063 0.0011911075297821308 0.0010589540281774621 0.0017844390049166431 0.0012264125933070255 0.0012866928532006784 0.0012097230136780546 0.0012597371031590754 0.0012286928854917112 0.0014036188003245798 0.0011889047610580119 0.00105102767952725 0.0015805322303656293 0.0016631751544472495 0.0012455693302417803
leaf_count=491 258 55 60 346 58 107 97 193 69 116 146 106 60 58 198 174 78 159 62 230
internal_value=0 3.40557e-05 7.43015e-05 0.000120832 0.000164916 0.000214047 0.000153316 0.000100681 0.000201914 0.000264519 0.000176597 -0.000337586 0.000335838 0.000499862 0.000329277 -0.000356537 -0.000633167 0.000601193 -4.26737e-05 0.000818935
internal_weight=0 0.0253703 0.0243608 0.0231971 0.0219861 0.0208022 0.0194482 0.0182571 0.0149475 0.0138886 0.0126622 0.00299416 0.00966802 0.00674511 0.00551641 0.00330956 0.00212066 0.00411279 0.00292291 0.00253226
internal_count=3121 2630 2372 2317 1971 1913 1853 1756 1397 1204 1088 175 913 791 733 359 185 535 122 376
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=12
num_cat=0
split_feature=1 42 42 13 52 4 4 3 457 15 3
split_gain=6.77068e-05 0.000149919 0.000113189 0.000187311 0.000106977 0.000129959 0.000143565 9.70589e-05 9.19084e-05 0.000158579 5.48914e-05
threshold=0.11588000000000001 0.092620000000000022 -1.0000000180025095e-35 0.086705000000000018 -0.088204999999999992 -0.0016099999999999997 -0.17966999999999997 0.10893000000000001 0.091015000000000013 -0.10091499999999999 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 10 9 -7 -2
right_child=7 -3 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0016283565669999523 0.0005698870572941817 -0.0021751071713652006 -0.0017049056835256393 0.002467805494404474 -0.00042631853779257839 0.00018574525756658559 0.002186443995113899 -0.00059673971773964126 0.0010189680469291139 -0.0026795042101529273 0.0022889819465111102
leaf_weight=0.001349307108281292 0.0015269749837725222 0.0012817099126520926 0.0012538127855629012 0.001183214802578548 0.0012920737089880969 0.0015572866853565126 0.0018413008988160881 0.0014567685311852041 0.0010048146234211686 0.0012629698125781845 0.0011956861777944324
leaf_count=811 98 489 316 103 53 97 608 152 58 171 165
internal_value=0 -0.000232706 -1.00287e-06 0.000232705 -8.93258e-05 0.000201779 0.00110905 0.000655064 -0.000541428 -0.00109737 0.00132485
internal_weight=0 0.0120265 0.0107448 0.00939547 0.00821226 0.00695845 0.00313337 0.00417943 0.00382507 0.00282026 0.00272266
internal_count=3121 2706 2217 1406 1303 987 661 415 326 268 263
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=23
num_cat=0
split_feature=13 13 160 51 1 3 14 47 1 0 1374 457 132 1 2 3 0 3 4 4 2 4
split_gain=0.000410113 0.00068343 0.000375761 0.000394988 0.000517515 0.000859695 0.0008478 0.000564099 0.000625149 0.000783673 0.000507393 0.000472446 0.000436004 0.000442246 0.000338428 0.000456064 0.000343727 0.00029542 0.000257659 0.000393691 0.000317642 0.000134879
threshold=-0.53104499999999988 -0.47860499999999995 -0.40698999999999991 -0.40274499999999996 0.13686500000000004 0.11296500000000002 0.076175000000000007 0.11893500000000001 1.0000000180025095e-35 -0.084044999999999995 -0.094929999999999987 0.091015000000000013 0.079970000000000013 0.11230000000000001 1.0000000180025095e-35 0.048265000000000009 -0.23001499999999997 -0.077774999999999983 -0.49013999999999996 -0.076779999999999987 0.092120000000000021 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
left_child=-1 -2 -3 -4 6 -6 7 8 9 -5 -10 12 13 14 17 -16 -17 -12 -11 20 -20 -15
right_child=1 2 3 4 5 -7 -8 -9 10 18 11 -13 -14 21 15 16 -18 -19 19 -21 -22 -23
leaf_value=-0.00099339203887105162 0.00086865879330297921 -0.0010136639835633668 -0.00094454952692773889 -0.001309093132184121 0.0014572872602244076 -0.00035411123764011066 -0.0013447574421642362 -0.001112808618025915 -0.00078796119579426979 -0.0006944899147293056 -0.0011130992323230976 0.001102965076992272 0.00096934284119822522 0.00015094735321153705 0.00079969142844837123 0.00027750417027127725 -0.00070001549611352148 -0.00015365446487324572 -0.0001278368615972459 -0.00066730640483321382 0.00090914203125679689 0.00075322064056422393
leaf_weight=0.0012460229620279142 0.0013592745683932419 0.0011265584057118241 0.0012770294727888478 0.0016108813528257285 0.0011186545517931348 0.0011059097245651461 0.0012522504995513542 0.0011309441245728183 0.0011922157776780304 0.0012968812142215569 0.0012218852398867578 0.0011351638400096684 0.0011474584883923731 0.0014684160615558994 0.0012919207577350988 0.0014631195935734809 0.0015967741829552295 0.0015392725583478458 0.0012785559500547161 0.0010920327407512092 0.0012302861544770671 0.0017064051096657706
leaf_count=36 49 240 113 711 67 53 76 64 25 27 281 55 83 84 148 41 77 155 238 335 62 101
internal_value=0 -0.000139579 -0.000189811 -0.000154327 -0.000113766 0.000556777 -0.00017961 -0.000111437 -5.55697e-05 -0.000427605 0.000120374 0.000206523 0.000117534 2.25267e-05 -0.000179278 7.38527e-05 -0.000232604 -0.000578234 -0.000137682 6.28563e-05 0.000380677 0.000474658
internal_weight=0 0.0286419 0.0272826 0.0261561 0.024879 0.00222456 0.0226545 0.0214022 0.0202713 0.00650864 0.0137626 0.0125704 0.0114353 0.0102878 0.00711297 0.00435181 0.00305989 0.00276116 0.00489776 0.00360087 0.00250884 0.00317482
internal_count=3121 3085 3036 2796 2683 120 2563 2487 2423 1373 1050 1025 970 887 702 266 118 436 662 635 300 185
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=21
num_cat=0
split_feature=13 13 1374 457 484 160 1213 448 4 15 4 1 2 0 3 13 40 12 47 15
split_gain=0.000383572 0.000558311 0.000324499 0.000474347 0.000540707 0.000370266 0.000383137 0.000332194 0.000300065 0.000258959 0.000263545 0.000402672 0.000324924 0.000348413 0.000278791 0.000175948 0.000157184 0.000301441 0.000410877 0.000146459
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.26568499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.49013999999999996 0.084050000000000014 -0.062539999999999984 1.0000000180025095e-35 1.0000000180025095e-35 -0.15202999999999997 0.095270000000000007 -0.0093149999999999986 1.0000000180025095e-35 0.10345000000000001 0.092530000000000015 0.15614500000000003
decision_type=2 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 -4 -6 -7 -8 -9 10 15 -12 16 14 -14 -10 17 18 -13 -11
right_child=1 2 3 -5 5 6 7 8 9 19 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00078439786509942595 0.00084001013335365253 -0.00067807684186724877 -0.00078114976071758698 0.00077355451377630988 -0.00074158346979198936 -0.0006673543832028309 -0.00043881848351065399 -0.0004159213197875212 0.00098863381164636865 -0.00055367787142131968 -0.00053301422717187284 0.00020372549971251072 0.00063297890691350151 0.0010019276348605564 -0.00022663996398990713 0.00034624377559037522 0.00052367763491498339 0.00032376802660772367 -0.00087045595738644488 0.00013454210859739039
leaf_weight=0.0010120728305427198 0.0013421651912908219 0.0011820694274629054 0.0014885094357007028 0.0013085090352354936 0.0010021636087278454 0.0011302111213662416 0.0016916252593919259 0.0013820965178936639 0.001252326648697677 0.001047642598727693 0.0011689191754397392 0.0011459707084429949 0.0013815398335310577 0.0016602235914044208 0.0011629285641410192 0.001658699764598196 0.0010036218346267667 0.0020237667060740705 0.0012416610646698301 0.0010226742278458545
leaf_count=36 49 55 478 97 254 443 83 121 63 444 367 137 49 195 32 65 23 28 69 33
internal_value=0 2.72061e-05 -1.6509e-05 1.63861e-05 -2.77172e-05 2.57481e-05 6.42479e-05 0.000108128 0.000162071 0.000212727 0.000277172 0.000183967 0.000271089 0.000540906 0.000240097 0.000622601 6.15801e-05 -4.35501e-05 -0.00035489 -0.000213718
internal_weight=0 0.0262973 0.0249552 0.0237731 0.0224646 0.0209761 0.0199739 0.0188437 0.0171521 0.01577 0.0136997 0.0107886 0.00961971 0.00420469 0.00254447 0.00291103 0.00541502 0.0044114 0.00238763 0.00207032
internal_count=3121 3085 3036 2981 2884 2406 2152 1709 1626 1505 1028 900 533 276 81 128 257 234 206 477
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=21
num_cat=0
split_feature=133 3 1374 457 484 160 1213 148 52 15 1 9 42 13 52 2 42 15 16 52
split_gain=0.000353507 0.000439799 0.000338197 0.000475204 0.000501597 0.000294432 0.000315693 0.000253703 0.000268784 0.000228388 0.000318143 0.000412392 0.000271367 0.00020584 0.000186351 0.00020111 0.000153308 0.000133702 0.000116631 0.000135701
threshold=0.10622000000000002 0.16158000000000003 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.24498999999999996 -1.0000000180025095e-35 -0.080634999999999984 -0.40306999999999998 0.084050000000000014 0.13686500000000004 0.084755000000000011 0.093775000000000011 -0.084034999999999985 -0.081429999999999989 0.083215000000000011 0.083995000000000014 -0.0040799999999999994 -0.27167499999999994 0.088785000000000017
decision_type=2 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 -9 10 11 12 13 16 -15 -16 -10 -3 -17 -20
right_child=-2 17 3 -5 5 6 7 8 9 -11 -12 -13 -14 14 15 18 -18 -19 19 -21
leaf_value=-0.00087823706301413354 -0.00081928716207853715 0.00032841826302558468 -0.00097942098269203836 0.00092573589961287628 -0.00077892172985801313 -0.00075890428054586423 -0.0005771518893725458 -0.00054136025173836708 0.00042990868467820129 -0.00034579061609710162 0.00099070346968116582 -0.00064125890538198837 -0.00036737390061582117 0.00070671900906633489 0.00052291466042307634 0.0002827694474656555 0.0012398998721575407 0.0010935630480191582 -0.00072863476555867627 6.2044132928037587e-05
leaf_weight=0.0010969702195211531 0.0012501407902920916 0.0011742812416035697 0.0013130442003051529 0.001253132845621229 0.0010699552710926865 0.0010679733669833593 0.0011991682300980236 0.0012021188313385634 0.0012088860170695855 0.0015256624107826697 0.00137136559367844 0.0012347205286460253 0.0012591994482320521 0.0016953559651819968 0.0018268962852650127 0.0011158504242967356 0.0010382534690559497 0.0010201138974545989 0.0010476050457753653 0.0010279632174318987
leaf_count=49 435 116 411 90 230 382 67 243 55 282 57 55 92 151 73 62 82 33 116 40
internal_value=0 2.33647e-05 -4.09226e-05 1.88408e-06 -5.54169e-05 8.80738e-06 5.61018e-05 0.000108057 0.000160885 0.000219706 0.000286971 0.00020272 0.000304685 0.000399124 0.000263557 0.000113842 0.000804152 0.000684113 -0.000120327 -0.000337037
internal_weight=0 0.0247485 0.0225541 0.0214572 0.020204 0.018891 0.017821 0.016753 0.0155539 0.0143518 0.0128261 0.0114547 0.01022 0.00896081 0.00671367 0.00501831 0.00224714 0.0021944 0.00319142 0.00207557
internal_count=3121 2686 2537 2488 2398 1987 1757 1375 1308 1065 783 726 671 579 442 291 137 149 218 156
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=23
num_cat=0
split_feature=160 13 13 1374 1213 4 151 0 3 16 0 1 15 13 0 2 15 16 4 15 2 3
split_gain=0.000432257 0.000459371 0.000544373 0.000422138 0.000411957 0.000365832 0.00036121 0.000386536 0.000441341 0.000577106 0.00038902 0.00034321 0.000354468 0.000375595 0.000351993 0.000219435 0.000339048 0.00020469 0.000313926 0.000157332 0.000230547 0.000140099
threshold=-0.40698999999999991 -0.53104499999999988 -0.47860499999999995 -0.094929999999999987 -1.0000000180025095e-35 -0.49013999999999996 -0.083274999999999988 -0.019414999999999998 -0.13309499999999996 -0.004174999999999999 -0.23091999999999999 0.111945 0.084050000000000014 -0.084034999999999985 -0.052984999999999997 0.079055000000000014 -0.076244999999999993 -0.52595999999999987 -0.008819999999999998 -0.055554999999999993 0.11682500000000001 -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
left_child=-1 -2 -3 -4 -5 -6 17 10 9 -9 -8 12 13 -12 19 -15 -17 -7 -19 20 -13 -10
right_child=1 2 3 4 5 6 7 8 21 -11 11 14 -14 15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.00094243864318066756 -0.00089402587230952171 0.00098139424159744758 -0.00081658492000433744 -0.0008018791159246049 -0.00059022962981534815 -0.00082243108970514228 0.00086383619346979963 -0.00037673694668591924 0.0014416636824539529 0.00099194608442241356 0.00047228215014913973 -0.00016389566568445198 -0.00096138067731835729 0.00010372800394330978 -0.00043557041884199118 -0.00010145719908609917 -0.0012260445313705317 -0.0006353135037262122 0.0004724017302434362 0.00090514660570157354 0.00077280234257504597 0.00072189027718338051
leaf_weight=0.0010086049114932097 0.001099369080388434 0.0013135338574998814 0.0012201447647548483 0.0011166738574046866 0.0015023105400935278 0.0010515930210388547 0.0012788654526634186 0.0016139561078745146 0.0010361816368380516 0.0010992467538954998 0.001961186934870387 0.0011543809765794943 0.0010658842304904353 0.0016129275683709537 0.0010210590562835242 0.0012923495904895383 0.0010166578491905892 0.0010105965647531634 0.001173709203845962 0.0014485036110469807 0.0010790366076310898 0.00128677808837611
leaf_count=240 36 49 55 465 150 35 47 42 13 34 235 83 546 121 56 210 213 181 108 40 90 72
internal_value=0 2.86795e-05 6.71682e-05 1.92142e-05 6.20234e-05 0.000104511 0.000153736 0.000234436 0.000576847 0.000177781 0.000101077 1.73603e-05 -0.000188339 -4.82816e-05 0.000321296 -0.000308593 -0.000596614 -0.000294337 -4.00967e-05 0.000531188 0.000288654 0.00104295
internal_weight=0 0.0274549 0.0263556 0.025042 0.0238219 0.0227052 0.0212029 0.017967 0.00503616 0.0027132 0.0129309 0.011652 0.00694901 0.00588312 0.00470298 0.00392194 0.00230901 0.0032359 0.00218431 0.00368192 0.00223342 0.00232296
internal_count=3121 2881 2845 2796 2741 2276 2126 1802 161 76 1641 1594 1325 779 269 544 423 324 289 213 173 85
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=13
num_cat=0
split_feature=52 1 12 1 132 47 160 0 4 4 15 474
split_gain=7.51469e-05 0.00016117 0.000126465 0.000105964 0.000116741 0.000160257 0.000152439 0.000207363 0.000151223 0.000191365 0.00013522 0.000132405
threshold=-0.38533999999999996 0.13686500000000004 0.11650500000000001 0.11588000000000001 0.080640000000000017 0.092710000000000015 -1.0000000180025095e-35 0.12500000000000003 0.053180000000000012 -0.0024449999999999997 0.050935000000000008 0.059400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 8 9 10 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0012158908636966429 -0.0022854821081903622 0.0019474797352957765 -0.0016073198430612697 0.0013275944883507013 0.0015624200761069321 -0.0020437160908823282 0.0024514653067218245 -0.0013236173825967458 0.0021617369415862907 -0.0010684583800106514 -9.5928972533802602e-05 0.00013813586205290178
leaf_weight=0.0012668899711105594 0.0012569092834499654 0.0011304766018781784 0.0012721034421826006 0.0015892068227167664 0.0010291550882059472 0.0011615072423335352 0.0011714099294900283 0.0014997512688328385 0.0015876090026943485 0.0016058805636229509 0.0010297914261002961 0.0011220208756788086
leaf_count=334 450 159 107 198 228 159 193 39 159 135 743 217
internal_value=0 8.32837e-05 -6.38283e-05 8.65927e-05 -8.54418e-05 -0.000247965 -2.30433e-05 0.000363186 0.000832126 0.000277658 0.00125971 -0.00114238
internal_weight=0 0.0154558 0.0143253 0.0130532 0.011464 0.0104349 0.00927337 0.00689444 0.00539469 0.00380708 0.0022012 0.00237893
internal_count=3121 2787 2628 2521 2323 2095 1936 1269 1230 1071 936 667
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=12
num_cat=0
split_feature=50 15 3 15 52 13 2 13 16 49 15
split_gain=7.07011e-05 0.00010673 9.04617e-05 0.000120521 0.000129028 0.000162751 0.000115914 9.72435e-05 0.000230173 0.000236064 0.000130261
threshold=0.10114000000000002 -0.24436499999999997 -0.15447499999999995 -0.11713499999999999 0.11434500000000002 -0.084034999999999985 0.097845000000000015 0.11596500000000001 0.064860000000000015 -0.069799999999999987 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 -7 -11
right_child=-2 2 3 4 -6 7 -8 -9 -10 10 -12
leaf_value=0.0012612914765575706 -0.0012630709522318572 0.001010030037898864 -0.0016579280126736158 1.1658314856024939e-05 -0.0015783151375430102 -0.0018862767237429019 0.0019468893178297153 0.00070072881503882958 -0.0024390621945612999 -8.1471084262144767e-05 0.0022029245437284184
leaf_weight=0.001634599473648044 0.0010310023214763894 0.0016584819140261766 0.0012641349080150946 0.0013590363720000454 0.0011967825806917598 0.0011345240188521712 0.0016835744322241109 0.0017699450578010367 0.001286922574261988 0.0015403269617487473 0.0010003599831844481
leaf_count=220 378 165 204 416 247 119 114 118 313 238 589
internal_value=0 6.9885e-05 -7.02806e-05 -0.000216712 -5.06547e-05 0.000136387 0.00108248 -0.000291208 -0.000645022 -1.68156e-05 0.000817978
internal_weight=0 0.0155287 0.0138941 0.0122356 0.0109715 0.00977469 0.00304261 0.00673208 0.00496213 0.00367521 0.00254069
internal_count=3121 2743 2523 2358 2154 1907 530 1377 1259 946 827
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=19
num_cat=0
split_feature=1213 1374 133 484 38 13 160 48 12 4 52 13 16 12 47 15 2 16
split_gain=0.000367217 0.000326916 0.000320891 0.000302933 0.000313031 0.000394708 0.000268462 0.000228214 0.000315945 0.000339993 0.000317634 0.000352077 0.000282479 0.000237325 0.000233138 0.000184389 0.000148226 0.00025182
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 -0.0068949999999999992 1.0000000180025095e-35 -0.47860499999999995 -0.22361499999999998 -0.08595499999999999 0.084100000000000022 0.09173000000000002 0.10347000000000002 -0.080759999999999985 0.083160000000000026 0.092355000000000007 0.091210000000000013 -0.11713499999999999 0.08647500000000001 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 10 13 11 -9 14 -10 16 -11 -13 -18
right_child=1 2 -4 4 -6 6 7 8 9 15 -12 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00088522630317054631 -0.00078589557995153428 -0.00052111752859180008 -0.00074132084251652753 0.001073561397862596 -0.00063760025692155596 -0.00049419751718303895 -0.00042945817776404287 0.0010327758232796518 -1.0506643552128094e-05 1.121267594552831e-05 0.0011953132529415138 0.00098438867192720929 -0.00041527923117269688 -0.00090420248143943075 -0.00021394144752734522 0.00073440268955416528 0.00082896586689126328 -0.00017983774675958523
leaf_weight=0.001101167151506959 0.0011255260336415765 0.0016855880075571502 0.0011158412029627354 0.0011798739256276758 0.0011087931366269279 0.0014219998557603577 0.0012492995961128619 0.0014034740950156499 0.0016426400065973354 0.0019595372084690865 0.0011715914221763768 0.0012592384099989543 0.0014768341184683287 0.0012513299712133275 0.0012697609001333099 0.0014786260778117954 0.0011905611045568143 0.0011754111057269423
leaf_count=491 55 421 370 56 56 253 63 156 422 56 26 91 77 286 38 57 65 82
internal_value=0 2.77057e-05 6.74502e-05 0.000108612 0.000161059 0.000207349 0.000150413 0.000205872 0.00025782 -6.44896e-06 0.000444856 0.000331776 0.000177372 -0.000396934 0.000356177 0.00032223 0.000555866 0.000327794
internal_weight=0 0.0241659 0.0230404 0.0219246 0.020239 0.0191302 0.0179503 0.0165283 0.015279 0.00633213 0.00894687 0.00777528 0.00637181 0.00289397 0.00489497 0.00343816 0.00362521 0.00236597
internal_count=3121 2630 2575 2205 1784 1728 1672 1419 1356 821 535 509 353 708 276 113 238 147
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=21
num_cat=0
split_feature=1213 453 1374 0 38 124 484 160 4 42 160 52 484 3 2 52 4 52 12 16
split_gain=0.000347018 0.000323966 0.000323112 0.00040977 0.000299729 0.000463038 0.000245774 0.000309682 0.000263353 0.000307606 0.000395141 0.000304 0.000303065 0.000273659 0.000282374 0.000265793 0.000496165 0.000403281 0.000270339 0.00022003
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.084835000000000008 -0.043384999999999993 -1.0000000180025095e-35 0.090980000000000019 -0.51843499999999987 -0.11051499999999999 -0.080719999999999986 0.077655000000000016 0.086925000000000016 0.10732000000000001 0.088300000000000003 -0.046924999999999988 0.181285 -0.087769999999999987 0.12477500000000001 -0.52595999999999987
decision_type=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 5 -5 -7 8 -8 -10 12 15 -11 14 -13 17 -17 -12 19 -18
right_child=1 -3 3 4 -6 6 7 -9 9 10 11 13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=-0.00076979559483962925 -0.00072113318980844088 -0.00076902010404908102 0.00089532446245100346 0.00079991217369609717 -0.0007292106152369162 -0.0005504437003794947 -0.00054852904242737928 -0.00058409535190955366 -0.00046603243030276815 -0.00090166273582066873 0.00016944390170040322 0.0010160144062068706 0.00023124080863188651 0.0013877311589497493 -7.9275824638675503e-05 -0.00059213906502022259 0.00012930263978846939 0.0013295129096356365 -0.0002572643487074274 0.0010032755935669945
leaf_weight=0.001254527624499401 0.0011018513599871929 0.0010722373665926757 0.0013556716685876281 0.0018601643538289627 0.0010296270147742695 0.0015175655530514009 0.0011687643539950365 0.0014560144720687776 0.0014552256876004819 0.0010572698084974639 0.0018684782280008611 0.0010033153110550761 0.0010288760502530914 0.0010212929867066123 0.0010785295726867816 0.0018989225107205621 0.0011578392338200683 0.0010246480063678069 0.001150488473925293 0.0014117398743785092
leaf_count=491 55 79 69 216 54 456 34 122 90 241 304 152 132 17 145 269 41 63 16 75
internal_value=0 3.06017e-05 6.53893e-05 0.000102198 5.37397e-05 9.1839e-05 2.35901e-05 7.25814e-05 0.000131148 0.00018356 0.000252553 0.000359503 -0.000342921 0.000757672 0.000448584 0.000214348 2.59246e-05 0.000580301 0.000341417 0.000609468
internal_weight=0 0.0257185 0.0246463 0.0235444 0.0221888 0.0211591 0.019299 0.0177814 0.0163254 0.0151566 0.0137014 0.0116153 0.00208615 0.00310314 0.00208184 0.00851212 0.00561899 0.00289313 0.00372007 0.00256958
internal_count=3121 2630 2551 2496 2427 2373 2157 1701 1579 1545 1455 1082 373 314 297 768 401 367 132 116
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=13
num_cat=0
split_feature=1 159 160 12 48 12 15 0 2 3 0 15
split_gain=6.92457e-05 0.000129933 0.000107014 0.000188557 0.000110888 0.000131669 0.000119011 9.23189e-05 0.000134431 0.000215599 0.000229034 7.60083e-05
threshold=0.094385000000000011 0.076905000000000015 -1.0000000180025095e-35 -0.029094999999999999 0.11951500000000001 0.090995000000000006 -0.037864999999999989 0.18019500000000002 0.10222000000000002 0.090900000000000009 -0.084044999999999995 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -5 8 9 10 -1 -7
right_child=1 -3 3 4 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=-0.0024300077071992502 -0.0014395604703059928 0.0022372544731582449 -0.0017168914991065101 0.0031500591544221979 -0.00089845793961609377 -0.00095527723539282853 0.00059605121488996281 0.0010585336418057561 -0.002568879643176833 0.0014929490375178254 0.00032179931801769573 0.0011217546786817547
leaf_weight=0.0019066584519092716 0.0012566032310381567 0.0010055416408500393 0.0011666258541894051 0.0013920668832678729 0.0010323882852212307 0.0010365524444679872 0.0010087890261694082 0.0011543074460362845 0.0010171940542562236 0.0015070049463306034 0.0019730735674414607 0.00124119106367404
leaf_count=968 116 206 195 82 51 31 79 25 311 75 799 183
internal_value=0 0.000317149 7.97884e-05 0.000357387 0.000781116 0.00115173 0.00207692 -0.000415382 -0.000681055 -0.000324571 -0.00103055 0.000176542
internal_weight=0 0.00913976 0.00813422 0.00687761 0.00571099 0.0046786 0.00240086 0.00755824 0.00640393 0.00538674 0.00387973 0.00227774
internal_count=3121 943 737 621 426 375 161 2178 2153 1842 1767 214
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=22
num_cat=0
split_feature=133 3 1374 1456 1213 151 457 132 160 13 52 4 4 0 12 0 2 4 0 49 43
split_gain=0.000398864 0.000478879 0.00036299 0.000379023 0.000346067 0.000278371 0.000502097 0.000322321 0.000289053 0.000253438 0.000233499 0.000634284 0.000335367 0.000222157 0.000208446 0.000223732 0.000232682 0.000166925 0.000146391 0.000116278 0.000115555
threshold=0.10622000000000002 0.16158000000000003 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084764999999999993 0.087995000000000004 0.079970000000000013 -0.22361499999999998 -0.061684999999999997 0.10347000000000002 -0.35136499999999998 -0.097604999999999983 -0.11173999999999999 0.10589000000000003 -0.17169499999999996 0.073895000000000002 0.061775000000000004 -0.08824499999999999 -1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 17 7 8 -7 18 11 -11 -13 -3 15 -14 -17 -6 -10 -16 -20
right_child=-2 13 3 4 5 6 -8 -9 9 10 -12 12 14 -15 19 16 -18 -19 20 -21 -22
leaf_value=-0.00086481229986528079 -0.00084184266294916831 0.0002602634520312977 -0.00089068533481073589 -0.00075760319116066274 8.33021442202131e-06 -0.00074265051003839962 0.0011695131646823533 0.0008400589314047312 -2.7448448682184753e-06 -0.0011924854838210007 0.00053695143629750174 0.00083205809369155364 0.00022490898482858913 0.001210474836399611 -3.7475579790952929e-05 -0.00016068164786267437 -0.0010014542756740426 -0.00074422426293324097 0.00092532126348764717 0.00067707726998395142 0.00028960029226149467
leaf_weight=0.0011528824507465165 0.0012680948181769949 0.001243760148454065 0.0010300831932899537 0.0011513416032138115 0.0014023093686197632 0.0010118639136448846 0.0010767965651865543 0.0012524215118434592 0.001244589123479245 0.0011101621745144242 0.0014402127181831767 0.0010433215924621165 0.0014224864371206137 0.0010362939092596326 0.0010967534166752557 0.0018761005179904955 0.0012669329359510512 0.0013095560258733485 0.0014040871530231203 0.0010005447379154431 0.0012344869696644606
leaf_count=49 435 78 264 399 213 188 59 143 186 132 44 38 46 71 15 120 249 49 156 62 125
internal_value=0 2.88814e-05 -3.53965e-05 7.34137e-06 5.06811e-05 9.67678e-05 0.000166864 0.000101048 3.99618e-05 9.59671e-05 -2.88967e-05 -0.000121332 3.298e-05 0.000692138 -9.21466e-05 -0.000273857 -0.000499591 -0.000355077 0.000425767 0.000303412 0.000627892
internal_weight=0 0.025807 0.0235269 0.022374 0.021344 0.0201926 0.0174808 0.016404 0.0151515 0.0141397 0.0102565 0.0088163 0.00770614 0.00228005 0.00666282 0.00456552 0.00314303 0.00271187 0.00388316 0.0020973 0.00263857
internal_count=3121 2686 2537 2488 2224 1825 1563 1504 1361 1173 706 662 530 149 492 415 369 262 467 77 281
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=13
num_cat=0
split_feature=124 484 151 4 1 15 52 52 16 2 1 15
split_gain=6.91245e-05 9.92293e-05 0.000110697 0.000137475 0.00012065 0.000114137 0.000172977 0.000246635 0.000226503 0.000217414 0.000163388 8.12738e-05
threshold=-0.043384999999999993 -1.0000000180025095e-35 -0.090369999999999992 0.181285 0.11230000000000001 1.0000000180025095e-35 0.10744000000000002 -0.081429999999999989 0.25792000000000009 0.10097500000000002 0.075045000000000014 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 8 -4 11 -7 -9
right_child=1 2 3 4 -6 10 -8 9 -10 -11 -12 -13
leaf_value=0.0011449788006247976 -0.0018142010737820075 -0.001796181178364695 0.0024255927381649921 4.0706504042844544e-05 0.0020914524982634766 0.00021787472538724201 0.0018468881258416042 -0.0014588110931846646 -0.00093177869316670152 -0.0034473147541262362 -0.002967522827766076 0.0007081430437621784
leaf_weight=0.0015025146106125006 0.0010422360733386227 0.0010248124449916416 0.0014844090059654147 0.0018421565154955752 0.0018367224215666 0.0010150663499817192 0.0014630947537143391 0.0010806770347107086 0.0011381351489804237 0.0010757892037412398 0.0010504589609116599 0.0011404628085485147
leaf_count=259 500 143 158 114 180 671 166 125 266 67 357 115
internal_value=0 -0.000128109 -3.93377e-06 0.000135986 0.00106456 -0.000225583 0.000103592 -0.000327292 0.000968556 -0.00135807 -0.00140211 -0.00034617
internal_weight=0 0.015194 0.0141518 0.013127 0.00367888 0.00944809 0.00738257 0.00591947 0.00262254 0.00329693 0.00206553 0.00222114
internal_count=3121 2862 2362 2219 294 1925 897 731 424 307 1028 240
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=21
num_cat=0
split_feature=1213 1374 457 3 484 148 40 42 42 4 43 160 16 160 51 15 52 3 4 0
split_gain=0.000390095 0.000276294 0.0003284 0.000257319 0.000373875 0.000227872 0.000249172 0.000679725 0.000287373 0.000372058 0.000302018 0.000262884 0.000262259 0.000409698 0.000375131 0.00016247 0.000162226 0.000138131 0.00012834 8.73039e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.30112000000000005 -0.0068949999999999992 -0.080634999999999984 0.05433000000000001 -0.12995999999999999 0.092395000000000019 0.071150000000000005 -0.20207499999999998 -0.098904999999999979 0.22339500000000004 0.086075000000000013 0.081440000000000026 -0.10203999999999998 0.084735000000000019 -0.083924999999999986 0.033845000000000007 -0.096374999999999975
decision_type=2 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 -3 -6 7 -7 10 -10 -9 -12 13 14 15 19 17 -17 -19 -13
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 12 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.00085696754240198773 -0.00069139048107773316 -0.00078675354523712049 0.00082931317910515489 0.00075378235651813613 -0.00058618351015614974 -0.0011280987694878113 0.00072530451045273072 0.00094742561862625244 -0.00092031456720519068 0.00017612812345704502 -0.00058099110430991302 -0.00018015116104893461 -0.00041298796228999245 -0.00054955998402377536 0.0012220866504877659 0.0010794462842653911 -5.0699107895902638e-05 8.0426729229219536e-05 0.00079512858979729486 0.00035820101001089554
leaf_weight=0.0011300231959787818 0.0010973615619818125 0.0012729498204530334 0.00119790505634254 0.0010315012596635578 0.0011842998192577161 0.0010339624229316327 0.0012552935842473625 0.0011187615085432841 0.0012458672322279438 0.0015138796916475405 0.0010213886754649746 0.0018461748193576988 0.001316048756134656 0.0011158890678937836 0.0010897456851701737 0.0010364655343928471 0.0010080162119117109 0.0011590189248007563 0.0010643665318198492 0.0010398955287030638
leaf_count=491 55 458 102 119 67 93 50 48 293 115 215 78 215 109 68 128 167 133 44 73
internal_value=0 3.67591e-05 7.21912e-05 2.97176e-05 -7.03432e-06 4.50702e-05 8.69176e-05 3.86703e-05 0.000116125 -0.000318853 0.000209793 0.000139242 0.00020815 0.000295488 0.000409877 0.000286154 0.000470312 0.000631419 0.000422565 1.38254e-05
internal_weight=0 0.0236488 0.0225514 0.0213535 0.020322 0.0190491 0.0178648 0.0166095 0.0155755 0.00275975 0.0128158 0.011697 0.0106756 0.00935957 0.00824368 0.00715394 0.00426787 0.00325985 0.00222339 0.00288607
internal_count=3121 2630 2575 2473 2354 1896 1829 1779 1686 408 1278 1230 1015 800 691 623 472 305 177 151
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=11
num_cat=0
split_feature=1 4 4 2 15 15 3 150 47 3
split_gain=7.27264e-05 0.000152199 9.69645e-05 8.42922e-05 0.000150377 0.000199124 0.000191668 8.81866e-05 0.000189355 2.08546e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.12198500000000001 0.024640000000000006 -0.016799999999999995 0.097915000000000016 0.087170000000000011 0.092530000000000015 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0012571340421405034 0.0015864022080007557 -0.0020050167544175784 0.0010107235450247511 0.001416051574284794 -0.001974890960648176 0.0021872201087200414 -0.0017815086540919631 -0.0006612807891139609 -0.00060397552340751815 0.0028063027893796733
leaf_weight=0.001058441633675411 0.0010111918540829396 0.0018226597621311957 0.0019070492781459924 0.001852762089764177 0.0011997164230766475 0.0016318549847164059 0.0018881841475996142 0.0017367891503061728 0.0015307035931529378 0.001012595209079821
leaf_count=35 101 1283 318 250 387 229 116 100 163 139
internal_value=0 -0.000638569 0.000201281 0.000238752 2.08663e-05 0.000292601 -0.000138036 0.000448435 0.000990662 0.00219678
internal_weight=0 0.00478815 0.00296549 0.0118638 0.010011 0.00881132 0.00717946 0.00529128 0.00355449 0.00202379
internal_count=3121 1636 353 1485 1235 848 619 503 403 240
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=22
num_cat=0
split_feature=1456 453 0 1213 38 124 52 124 43 133 160 474 13 49 1 3 52 52 2 1 15
split_gain=0.000407299 0.000583277 0.00047794 0.000387803 0.000362996 0.000442647 0.000279798 0.000301342 0.000259431 0.00039526 0.000736713 0.000686219 0.00035103 0.000428881 0.000286363 0.000259143 0.00028949 0.000242073 0.000158673 0.00014762 0.000206012
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 -0.40306999999999998 0.10281000000000001 0.24789500000000006 -0.032969999999999992 -1.0000000180025095e-35 0.083855000000000013 -0.084034999999999985 0.0093850000000000027 0.10781 0.088060000000000013 0.091820000000000013 0.083680000000000018 0.092235000000000025 0.095285000000000022 -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
left_child=-1 2 -2 -4 5 -5 -7 8 9 -8 11 -11 14 15 17 16 18 -12 19 -14 -21
right_child=1 -3 3 4 -6 6 7 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.0009287044285717029 0.00076537399659035968 -0.0010792941425735473 -0.00076939011702652595 0.00076233023590194877 -0.0007936830822881329 -0.00064322902882399814 0.00072824806942520227 0.00078258873428539765 -0.00070840876909697632 -0.0013441298672485166 -0.00023840324018765933 0.00022452323812298706 -0.00037846721709131797 0.00082906906839812027 0.0011954135478988433 -0.00065928366920505203 -0.00069514228517826083 0.0006718926817928174 0.00064755140932926407 -0.00019961236885710783 0.00069373357605406988
leaf_weight=0.0010592283168649316 0.0019292693867374268 0.0010439354971495387 0.0013754583874388262 0.0019378625108707739 0.0010922221128146772 0.0013176521970198153 0.0017525964505299965 0.0012096491059664363 0.0010283837312765878 0.0015917410288649467 0.001171436387476848 0.0010044480371144138 0.0013846175798739729 0.0011237741320203054 0.0010084963844443351 0.0017334887526203602 0.0010926612676462888 0.001435824292222776 0.0011012178069000345 0.0011673955263000746 0.0011140264547648826
leaf_count=288 57 75 461 216 54 255 234 33 142 373 69 165 243 77 74 41 81 43 94 10 36
internal_value=0 1.02888e-05 5.3095e-05 -2.66856e-06 4.26562e-05 8.38493e-05 1.88804e-05 6.49925e-05 1.59787e-05 6.06352e-05 -1.77388e-05 -0.000737229 0.00013372 -2.77447e-05 0.000522993 -0.000154547 -5.23579e-06 0.000262899 0.000152892 4.30399e-06 0.000236612
internal_weight=0 0.0276162 0.0265722 0.024643 0.0232675 0.0221753 0.0202374 0.0189198 0.0177101 0.0166817 0.0149291 0.00259619 0.0123329 0.00871718 0.00361576 0.00759341 0.00585992 0.00260726 0.00476726 0.00366604 0.00228142
internal_count=3121 2833 2758 2701 2240 2186 1970 1715 1682 1540 1306 538 768 582 186 505 464 112 383 289 46
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=22
num_cat=0
split_feature=1213 133 12 14 44 48 2 0 51 132 0 159 52 13 2 15 49 12 47 3 16
split_gain=0.000374742 0.00030826 0.000335086 0.000625511 0.000293691 0.000377059 0.000380486 0.000390248 0.000418425 0.000317963 0.000279425 0.000272116 0.000245526 0.000415106 0.000342671 0.000216373 0.0002467 0.000224127 0.000307039 0.000179108 0.000189199
threshold=-1.0000000180025095e-35 0.10622000000000002 0.12757000000000002 0.076175000000000007 1.0000000180025095e-35 0.12737000000000001 0.113445 -0.23091999999999999 0.087505000000000013 0.079970000000000013 -0.097274999999999986 0.091530000000000014 0.11434500000000002 -0.084034999999999985 0.092755000000000018 -0.040804999999999994 -0.045154999999999994 0.10345000000000001 0.085505000000000012 -0.0087149999999999988 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 11 -8 12 13 14 -9 17 -17 18 -15 20 -18
right_child=1 -3 -4 -5 -6 -7 10 8 -10 -11 -12 -13 -14 15 -16 16 19 -19 -20 -21 -22
leaf_value=-0.00081898482982872963 0.00083980091674013436 -0.00072728868443448433 0.00084127989377309525 -0.0010791705419948563 -0.00067633904663981731 -0.00073297960720986738 0.0010435822971274315 0.00026867939123040589 -0.00066076570048407017 0.00086842487053545559 6.1359394743439047e-05 -0.00065415773160050483 -0.00056990852283368015 0.00060356786599820441 0.0013626421406683809 -0.00086248818928559199 -0.00073045642759066143 0.00087017887776834194 -0.00052449816026618691 0.00042144673198607463 0.00016411058693771742
leaf_weight=0.00120590340879309 0.0013812665293357817 0.0011354901396874719 0.0011683797273616117 0.0010786434742189313 0.0010761223388549004 0.0010837410801869387 0.0017297579883723824 0.0016948288054804382 0.0017868777330015692 0.0011045405993184163 0.0010148222789620734 0.0011439730964495779 0.0010722539720274824 0.0010319807856392464 0.0010085911811117398 0.0010058956998118002 0.001058966062553509 0.0010123700082512177 0.0011015626602746686 0.0012517687774362841 0.0010298179445059619
leaf_count=491 36 373 60 79 57 46 122 278 215 99 194 170 159 170 33 51 267 31 88 42 60
internal_value=0 2.91762e-05 6.52121e-05 2.52108e-05 8.03882e-05 0.000120087 0.000167669 8.33268e-05 1.50485e-05 0.000104391 0.0006804 3.63995e-05 0.000106507 0.000177644 0.000676815 -2.46891e-06 -0.000217314 0.000294365 2.11399e-05 -2.30413e-05 -0.000289415
internal_weight=0 0.0249717 0.0238362 0.0226678 0.0215891 0.020513 0.0194293 0.0166847 0.0153034 0.0135165 0.00274458 0.012412 0.011268 0.0101958 0.00270342 0.00749236 0.00434645 0.00314591 0.00213354 0.00334055 0.00208878
internal_count=3121 2630 2257 2197 2118 2061 2015 1699 1663 1448 316 1349 1179 1020 311 709 420 289 258 369 327
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=23
num_cat=0
split_feature=1213 1374 1456 38 457 124 151 4 13 132 160 3 15 4 2 16 16 47 42 51 43 16
split_gain=0.000503951 0.000500597 0.000487508 0.000369136 0.000480156 0.000305281 0.000349259 0.000251952 0.00033963 0.00030886 0.000356426 0.00059519 0.000531879 0.000299804 0.000269878 0.000246544 0.000207367 0.000316387 0.000324311 0.000184819 0.000168213 7.70671e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.084835000000000008 0.088350000000000026 -0.043384999999999993 -0.090369999999999992 -0.51843499999999987 -0.11122999999999998 0.081465000000000024 -1.0000000180025095e-35 -0.13309499999999996 -0.15914499999999995 0.098655000000000007 0.097845000000000015 -0.004174999999999999 -0.095564999999999983 0.092165000000000011 0.083995000000000014 -0.057604999999999996 -0.097804999999999989 -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
left_child=-1 -2 -3 4 5 -4 -7 -8 14 10 19 21 -13 16 -9 -16 -14 18 -18 -10 -15 -12
right_child=1 2 3 -5 -6 6 7 8 9 -11 11 12 13 20 15 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00088957290033810955 -0.00090032806679409298 -0.00089267908780501354 0.00065906797978474688 -0.00069443331145155546 0.00094972231117286825 -0.00068426568977256479 -0.00054686815943968113 -2.690363182637654e-05 -0.00017553800173049914 0.00081877145485795733 -0.00090414186342357842 0.001266197853522325 0.00090636515440779136 4.6458897932487664e-05 0.00029762265980828883 0.0012105965221350999 -0.00051648484959529158 0.00084870367997846277 0.00054439211567384842 -0.00095600577164177034 -0.00075318611045648758 -0.0003311960120926432
leaf_weight=0.0013867607372694815 0.001225128486495918 0.0011100704023098837 0.0019574750424929113 0.0011905811698826865 0.0015630305900899968 0.0013549362626980579 0.0012579606214728678 0.0013021832038615433 0.0015938171068144991 0.0010255714855974549 0.001023001671526913 0.0010471990909602883 0.0011153914010222313 0.0013362552751914336 0.0011874389781052486 0.0014517483796816499 0.0016186984619341073 0.0010967745553758235 0.0010485308553549177 0.0011560004580160608 0.0010277135715185404 0.0010511319667481029
leaf_count=491 55 258 213 55 107 108 42 78 145 170 26 59 52 14 70 34 334 52 275 327 64 92
internal_value=0 2.83654e-05 7.12749e-05 0.000113394 0.000153113 9.81449e-05 4.50873e-05 9.61864e-05 0.000140925 3.33994e-05 -2.80177e-05 9.81679e-05 0.000276284 0.000133169 0.000526684 0.000799826 0.000343601 0.000176837 -9.9437e-05 -0.00050364 -0.000301179 -0.000613784
internal_weight=0 0.0277406 0.0265155 0.0254054 0.0242149 0.0226518 0.0206944 0.0193394 0.0180815 0.0141401 0.0131145 0.0103647 0.00829056 0.00724336 0.00394137 0.00263919 0.0048794 0.003764 0.00266723 0.00274982 0.00236397 0.00207413
internal_count=3121 2630 2575 2317 2262 2155 1942 1834 1792 1610 1440 968 850 791 182 104 713 661 609 472 78 118
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=14
num_cat=0
split_feature=14 147 48 0 4 150 52 15 3 4 15 42 2
split_gain=0.000110332 8.76368e-05 0.000117945 0.000163146 0.000196273 0.000186281 0.000118264 0.000137231 0.000286357 0.000190479 0.000118382 0.000118341 7.72132e-05
threshold=0.076175000000000007 0.089025000000000007 0.12879500000000002 -0.23091999999999999 0.40473500000000007 0.08882000000000001 0.11434500000000002 -0.016799999999999995 -0.086769999999999986 -0.00059999999999999995 -0.10091499999999999 0.084635000000000016 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 11 -5 -11 -9 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=0.0021496009100508882 -0.0017996892723159809 0.0015864270276947639 -0.0017966348793600404 0.0011772214194957155 0.0018749632980381713 -0.002531754354383057 -0.001684870234295811 -0.0017602407846561358 0.0030519605536573307 -0.00051043361608590801 -0.0029445822958887795 0.00074482347455672533 0.0011832121270350575
leaf_weight=0.0011233430126509339 0.0010030242868572783 0.0011329478591455269 0.0010633193005802908 0.0011726279705923867 0.0014361358208774535 0.0010489749029323212 0.0012360274081515766 0.0013750562538556851 0.0011050094563828366 0.0014707676340950798 0.0010589227661273971 0.0010064022362699931 0.0017768037773332329
leaf_count=49 101 118 82 390 235 197 358 433 257 135 252 61 453
internal_value=0 9.819e-05 -1.51732e-05 0.000121992 -5.7542e-05 -0.000304226 -7.51817e-05 0.000146736 0.000722734 -0.000672112 -0.00152936 -0.000701603 0.00189977
internal_weight=0 0.0160063 0.0148734 0.0138101 0.0126867 0.0112506 0.0102016 0.00896559 0.00526327 0.00370232 0.00252969 0.00238146 0.00288181
internal_count=3121 3020 2902 2820 2771 2536 2339 1981 1204 777 387 494 710
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=13
num_cat=0
split_feature=1 42 13 52 3 12 160 3 3 3 16 42
split_gain=7.24647e-05 0.000140751 0.000131512 0.000146721 0.000107427 0.000127413 0.000106446 0.000113219 0.000264783 0.000123776 8.94064e-05 8.41507e-05
threshold=0.098700000000000024 0.091735000000000025 0.11596500000000001 -0.087769999999999987 0.10299500000000002 0.079890000000000017 0.069910000000000014 0.088060000000000013 -0.077774999999999983 0.13524500000000003 -0.090344999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 8 11 -9 -5 -2
right_child=6 -3 -4 4 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0023553921019318648 0.00053531600522365439 -0.0025643504029520619 0.001889683610931012 0.0016624715015079092 0.0015069458118523854 -0.0020190303106225123 0.0022400938946608127 -0.0017990300997904429 0.0026692377468801277 0.00071449379388465709 -0.00068402513490685532 -0.0016842250465920854
leaf_weight=0.0012295389652043666 0.0014430293513394421 0.0010066990053576655 0.0010481887005600321 0.0010556696471208937 0.0013227079254249929 0.0013693517168320984 0.001026077208779147 0.0017994918960777539 0.0016823765784732755 0.0012450795073734588 0.0014445340388533623 0.0011553348477955083
leaf_count=367 127 462 113 67 30 1157 119 89 240 148 103 99
internal_value=0 -0.000413065 -0.000123145 -0.000451686 -8.84073e-07 -0.000516297 0.00039132 0.000132357 0.000774935 -0.000771123 0.000306744 -0.000451579
internal_weight=0 0.00847669 0.00746999 0.0064218 0.00519226 0.00386956 0.00835139 0.00732531 0.00428074 0.00304457 0.0025002 0.00259836
internal_count=3121 2299 1837 1724 1357 1327 822 703 466 237 170 226
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=20
num_cat=0
split_feature=39 42 376 1213 1456 453 0 49 43 160 47 2 2 13 15 2 2 15 150
split_gain=0.00050084 0.000643959 0.000492756 0.000306476 0.000307533 0.000534694 0.000369492 0.000258338 0.000419607 0.000322325 0.000280844 0.000399887 0.00063097 0.000390107 0.000271406 0.000198173 0.000364686 0.000261317 0.000193076
threshold=0.15619500000000003 -0.12995999999999999 0.088470000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.093655000000000002 -0.070064999999999975 0.090980000000000019 0.092530000000000015 0.10097500000000002 0.113445 -0.117405 -0.036009999999999993 0.10644500000000001 0.086950000000000013 -0.055554999999999993 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 15 10 11 13 -13 -10 18 16 17 -8 -15
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0010733318962450429 0.00096116026900404817 -0.00075488594893412849 0.00096599918536685537 -0.00080771190490662361 0.00071668198131239933 -0.0010120900707995806 -4.9452507745170202e-05 0.00053556964906946642 0.00090452488071798983 -0.0008619634071656895 -0.00081759347982226539 -0.0011007543868295085 0.0001603241733772134 0.00070039599366388753 -0.00050784116445078413 0.00088461448098655791 -0.00037228304228431814 0.00082491585485144458 -0.00013676717988272424
leaf_weight=0.0012915708410874407 0.0011280888101676814 0.0012629713388548338 0.0011199720995986864 0.0010037315867473728 0.0018602632170665523 0.001030308250537181 0.0012732292121094557 0.0019527833177277179 0.0014212290614992159 0.0014270111835774637 0.0010930490026564718 0.0015913767576023474 0.0019494350777655711 0.0012715346388336929 0.0014742432439504762 0.0010127554588680587 0.0017894743865308205 0.0018537511549778759 0.0011664472531840719
leaf_count=149 26 456 56 242 57 73 189 289 54 75 61 125 157 62 449 105 284 196 16
internal_value=0 -4.95902e-05 2.15349e-06 -4.20267e-05 -3.17054e-06 3.32596e-05 8.42155e-05 2.31792e-05 -3.45796e-05 -0.000201414 -0.000106843 -1.92998e-05 -0.000406453 0.000237726 -4.50775e-06 0.00028603 0.000162726 0.000468895 0.000299857
internal_weight=0 0.0268451 0.0255536 0.0244336 0.0231706 0.0221669 0.0211366 0.0192763 0.0173235 0.0113943 0.00996732 0.00887427 0.00354081 0.00533345 0.00391223 0.00592921 0.00491645 0.00312698 0.00243798
internal_count=3121 3095 2946 2890 2434 2192 2119 2062 1773 999 924 863 282 581 527 774 669 385 78
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=12
num_cat=0
split_feature=132 1 42 42 12 12 16 151 2 3 3
split_gain=6.76346e-05 0.00010243 0.000234872 0.000128507 0.000176572 0.000189446 0.000145717 0.000140406 0.000208718 0.000115767 7.95676e-05
threshold=0.081240000000000021 0.11588000000000001 -0.0060199999999999993 0.092620000000000022 0.090455000000000021 0.098810000000000023 0.033715000000000009 -0.0083949999999999979 0.089885000000000007 0.10893000000000001 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -9 10 -3
right_child=-2 9 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.003247117090733363 0.0013191486933253308 0.0005016508023634788 -0.0014171519943818771 -0.0020376863270441829 0.0025794271366194827 -0.00073122539741039881 -0.0025863267315021587 -0.00095327676336511404 0.0020887560746455733 -0.00065018447224372312 0.002625792980516736
leaf_weight=0.0010122265807075816 0.0013194687682025188 0.0014684897008319098 0.0018594090049620119 0.0012007187573882258 0.001783894644468681 0.0010207439854390543 0.0010269749618247864 0.0015810205751414135 0.0018252710013476336 0.0015384325389894982 0.0012067262555119024
leaf_count=652 321 80 283 459 159 52 215 466 160 124 150
internal_value=0 -0.000126207 -0.000430073 -0.000153177 9.55524e-05 0.00137452 -0.000474482 -6.2607e-05 0.000676805 0.00068943 0.0014598
internal_weight=0 0.0155239 0.0113103 0.010298 0.00909731 0.00280464 0.00629268 0.0052657 0.00340629 0.00421365 0.00267522
internal_count=3121 2800 2446 1794 1335 211 1124 909 626 354 230
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=13
num_cat=0
split_feature=43 3 15 47 132 160 474 13 4 16 2 16
split_gain=6.85027e-05 0.000132728 0.000113951 0.000128985 0.000131718 0.000127071 0.00023534 0.000212863 0.000141383 0.000201446 0.000101533 7.5644e-05
threshold=0.18116500000000002 0.16158000000000003 0.084050000000000014 0.13148500000000005 0.081240000000000021 -1.0000000180025095e-35 0.084410000000000013 -0.084034999999999985 0.0061450000000000003 -0.5315899999999999 0.092120000000000021 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 10 -10 -9 -11
right_child=-2 -3 -4 -5 -6 7 -8 8 9 11 -12 -13
leaf_value=-0.0025684900694548183 -0.0014494838274317556 0.0019697757085435034 -0.0016981138820832715 -0.0018822891500813472 0.0022517087225305543 0.0022686295001380177 0.0010994244858585321 -0.0024350843164748798 -0.0012875764688043525 0.0025691257508503652 -8.4756669538156687e-05 0.00063173201958060794
leaf_weight=0.0014970464518097399 0.0010752774994813577 0.0012003531006622445 0.0013503705232267372 0.0010483567220472842 0.0010633168232767618 0.0017306317590225807 0.001021045385842273 0.0011479513224016431 0.0013025650873541572 0.0012833967345590655 0.0014353038989299294 0.0015367276354765237
leaf_count=418 208 148 968 48 186 210 188 253 56 119 201 118
internal_value=0 8.77075e-05 -6.89958e-05 9.93691e-05 0.000272234 8.00956e-05 -0.00108121 0.000426714 -4.86366e-05 0.000628438 -0.0011292 0.00151341
internal_weight=0 0.0156171 0.0144167 0.0130663 0.012018 0.0109547 0.00251809 0.00843658 0.00670594 0.00412269 0.00258326 0.00282012
internal_count=3121 2913 2765 1797 1749 1563 606 957 747 293 454 237
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=23
num_cat=0
split_feature=1213 1456 13 1374 13 457 39 42 43 49 4 52 133 0 4 4 3 160 13 4 2 52
split_gain=0.000469124 0.000443993 0.000443012 0.000409484 0.000357962 0.000329355 0.000305504 0.000510098 0.000370347 0.000397587 0.000342261 0.000373874 0.000323014 0.000345369 0.000252663 0.000301949 0.000283141 0.000203507 0.000332095 0.00018091 0.000169983 7.9556e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.094929999999999987 -0.47860499999999995 0.091015000000000013 0.13507500000000003 -0.12995999999999999 -0.052894999999999991 0.093655000000000002 -0.35136499999999998 -0.081429999999999989 0.088625000000000009 -0.060129999999999996 -0.080924999999999983 0.26790000000000008 -0.13309499999999996 -1.0000000180025095e-35 -0.084034999999999985 0.053925000000000008 0.090675000000000019 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
left_child=-1 -2 -3 -4 -5 6 7 -6 12 10 -10 -12 13 17 -13 20 -17 -9 -19 -11 -16 -15
right_child=1 2 3 4 5 -7 -8 8 9 19 11 14 -14 21 15 16 -18 18 -20 -21 -22 -23
leaf_value=-0.00086929038428230584 -0.00093749128821329659 -0.00083950281179185498 -0.00074175974640689228 0.00090936281712555595 -0.0010156272156180961 0.000858932601986281 0.00081444222965622098 -0.0003866297317608019 -0.00094716182733967081 0.00094385386167343316 0.00053346287901673327 0.00041067434971102742 -0.00042129266958188731 0.00060333122542924084 -0.00041315678128280101 -0.00045555729066115643 0.0004103650572839225 0.00094352110982331549 -0.00014743013510704772 8.0543767646161377e-05 -0.0011240860352552272 0.00113356385353046
leaf_weight=0.0013713258515107287 0.0010271557193340724 0.0011609793187465902 0.0012175174683157755 0.0012701678877431411 0.0010062585286974004 0.0011937232198964134 0.001116294648648263 0.001020778083143381 0.0012080164303753744 0.0010401043353009268 0.001656657378650615 0.0011054381436962296 0.0010435787217257242 0.001142601236518769 0.00190332535468742 0.0017718536413227071 0.0015751953664108198 0.001242285713507707 0.0012225881324995358 0.0011060171907493754 0.0012179319432197022 0.0013790846936132528
leaf_count=491 258 35 55 49 93 91 36 250 130 82 109 187 330 89 221 42 72 89 173 67 148 24
internal_value=0 2.11813e-05 5.81998e-05 9.91683e-05 0.000141438 9.894e-05 5.72441e-05 1.62952e-05 6.91781e-05 -8.35839e-05 -0.00020335 -0.000106005 0.000341829 0.000474397 -0.00024588 -0.000358086 -4.80351e-05 0.000171335 0.000402405 0.000498942 -0.000690565 0.00089331
internal_weight=0 0.0276276 0.0266004 0.0254394 0.0242219 0.0229517 0.021758 0.0206417 0.0196355 0.0125845 0.0104384 0.0092304 0.00705092 0.00600734 0.00757374 0.00646831 0.00334705 0.00348565 0.00246487 0.00214612 0.00312126 0.00252169
internal_count=3121 2630 2372 2337 2282 2233 2142 2106 2013 1058 909 779 955 625 670 483 114 512 262 149 369 113
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=21
num_cat=0
split_feature=133 1456 1213 1374 44 3 457 50 148 146 42 43 4 0 2 15 16 4 3 51
split_gain=0.000516721 0.000371375 0.000357387 0.000393822 0.000328516 0.000398155 0.000339677 0.000293279 0.0002835 0.000218558 0.000245574 0.000234237 0.000337074 0.000428007 0.000243122 0.000513328 0.000280112 0.00021343 0.000201186 0.000109052
threshold=0.10622000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.081805000000000017 0.16158000000000003 0.091015000000000013 0.08461500000000001 -0.080634999999999984 0.10064500000000003 -0.12995999999999999 -0.25681499999999996 -0.35136499999999998 -0.030209999999999997 0.098035000000000011 -0.10203999999999998 -0.056919999999999991 -0.0016099999999999997 0.11924500000000002 -0.085164999999999977
decision_type=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 7 8 -5 10 -10 -12 -13 14 15 -14 17 -17 -16 -18
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 11 12 13 -15 18 16 19 -19 -20 -21
leaf_value=-0.00092109090371549573 -0.0010057412469259251 -0.00078221657255499644 -0.00080361392249686059 -0.00060670025599634538 -0.00071003076427028741 0.00091785917822223507 0.0009556155971680207 -0.00066439077234552038 -0.00037498728263344038 -0.00052488563537026888 0.00085172819301324075 -0.00038547299221884315 -0.00099216315622762492 0.0010870095257451704 0.00089307410376581115 0.0011652931083885533 0.0001953184110790327 0.00014212073529405503 6.5778721802082723e-06 -0.00055183291378305252
leaf_weight=0.0010119527717686099 0.0012978036922399174 0.0012038388922176449 0.0011466612012114288 0.0012256760454771856 0.0010638242588498761 0.0018560588001530478 0.0012344202628458137 0.0012619355944672164 0.0014894688472159015 0.0010191297733399543 0.0018099002736313681 0.0019242775764025588 0.0010887769339948342 0.0016908868933553844 0.0018352200145489439 0.0010665697841114596 0.0010101119213889913 0.0010436417863317563 0.0010364472793185087 0.0010116564798889624
leaf_count=264 435 399 52 67 45 133 84 308 72 7 44 151 129 86 279 175 83 61 17 230
internal_value=0 3.42187e-05 7.28592e-05 0.000116084 0.000162606 0.000205577 0.000138631 8.41582e-05 0.000138913 0.000195938 0.000244889 0.000313192 0.000229939 0.000350984 0.000197194 -9.58227e-06 0.000249328 0.000659265 0.000573118 -0.000178543
internal_weight=0 0.0260305 0.0250185 0.0238147 0.022668 0.0216042 0.0197481 0.0185137 0.0172518 0.0160261 0.015007 0.0135175 0.0117076 0.00978331 0.00809242 0.00522076 0.00413198 0.00211021 0.00287167 0.00202177
internal_count=3121 2686 2422 2023 1971 1926 1793 1709 1401 1334 1327 1255 1211 1060 974 678 549 236 296 313
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=12
num_cat=0
split_feature=14 1 4 3 13 11 457 151 0 47 12
split_gain=9.10352e-05 8.78406e-05 0.000151344 0.000123235 0.000198561 0.00019807 0.000118132 0.000169159 0.000151802 0.000110892 0.000107925
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 -0.10519499999999998 -0.080759999999999985 0.081005000000000008 0.045365000000000009 -0.0077149999999999988 -0.15350499999999997 0.13082500000000002 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 -3 7 -6 -9 -10 -1
right_child=-2 3 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=0.001306397939102285 -0.001870642689754746 0.0033121571798041673 -0.0020597619536560133 0.0019427510783046448 -0.0032443069078903625 -0.00021733167250890414 0.0011633143687820257 0.0018221203103408147 -0.0019899326254060319 0.00042672361944147446 -0.0011410588960941877
leaf_weight=0.0017275940169869577 0.001008685289941135 0.0013604013686121528 0.0018260938383865702 0.0017711265115983319 0.0010124449342416861 0.001231847962381849 0.0014318266700747984 0.0010041575169161829 0.0019203194532400577 0.0012910360662719 0.0012718826795696803
leaf_count=256 101 98 1276 388 86 138 107 54 502 33 82
internal_value=0 0.000104968 -0.000612505 0.000419053 4.52081e-05 0.00163493 -0.000459431 -0.000903867 -0.00034176 -0.00101838 0.000268591
internal_weight=0 0.0158487 0.00482557 0.0110232 0.00843091 0.00259225 0.00665978 0.00522796 0.00421551 0.00321136 0.00299948
internal_count=3121 3020 1614 1406 1170 236 782 675 589 535 338
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=13
num_cat=0
split_feature=14 148 48 16 12 43 15 4 12 3 42 4
split_gain=7.44171e-05 8.1493e-05 0.00013548 0.000187242 0.000121785 0.000155465 0.000218893 0.000344027 0.000154397 0.000120736 0.000130689 5.40788e-05
threshold=0.076175000000000007 -0.043434999999999994 0.12649500000000002 -0.5048999999999999 0.051320000000000005 -0.066504999999999995 -0.10203999999999998 0.0061450000000000003 0.090455000000000021 -0.074084999999999998 0.084635000000000016 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 11 -6 10 -10 -8
right_child=-2 2 -4 4 8 6 7 -9 9 -11 -12 -13
leaf_value=0.0014353162710902252 -0.0014494316420514278 0.0022352798959866388 -0.001963820214761226 0.0017595930240546513 -0.0021385067391580543 -0.0020650067621363895 8.1202394355953681e-05 0.0027409525817530958 -0.00067995788996304469 -0.0014362664704271404 0.0016023295783857432 -0.0017050140206374578
leaf_weight=0.0012148465687720203 0.00100043884247658 0.0011265670914666895 0.001001049668721333 0.001865118383814604 0.0015244718959595283 0.0012327466519676256 0.0010040481429678394 0.0013498765818181768 0.0014442431381054416 0.0014160654132567493 0.0015306834715119733 0.0010039724189701022
leaf_count=148 101 122 80 220 1067 142 92 52 368 329 321 79
internal_value=0 8.13689e-05 -3.20773e-05 0.000111188 -8.22388e-05 0.000434637 -0.000103676 0.000616365 -0.000646324 -0.000128265 0.000494343 -0.000811872
internal_weight=0 0.0157137 0.0144988 0.0134978 0.0123712 0.00645576 0.00459064 0.0033579 0.00591546 0.00439099 0.00297493 0.00200802
internal_count=3121 3020 2872 2792 2670 585 365 223 2085 1018 689 171
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=12
num_cat=0
split_feature=1 376 50 12 133 16 1 43 3 4 12
split_gain=7.23053e-05 0.000119831 0.000161709 0.00012508 0.000136692 0.000129527 0.000177102 0.00012792 0.000101429 0.00025408 8.49214e-05
threshold=0.13686500000000004 0.048375000000000008 0.083640000000000006 -0.015429999999999998 -0.032969999999999992 -0.5315899999999999 0.10471500000000002 -1.0000000180025095e-35 0.090900000000000009 -0.080924999999999983 0.084225000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 9 10 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.0018414211850205588 0.0011412613027670787 0.0016992336240291817 -0.0025044773067182001 0.0020373029629426943 -0.0018885232683086234 0.0016322130745633518 -0.00020345667365879362 0.0022158687055413209 0.00074546106501824274 -0.0025074100297996157 -0.00069978906561989529
leaf_weight=0.001297484080704848 0.0016988825332612664 0.0011333596934880461 0.0010595485456472232 0.0011260166724436057 0.0012665660332769084 0.0010353067322558286 0.0012653499047932115 0.0018930049717216235 0.0016565637231176211 0.0019760460147991519 0.0011370088003843787
leaf_count=173 169 141 551 436 84 77 84 133 91 845 337
internal_value=0 -0.000141676 -0.000293826 -0.000108713 8.92601e-05 -0.000125164 0.000124009 0.0012466 -0.000486773 -0.00097884 0.000411623
internal_weight=0 0.0148463 0.0137129 0.0126533 0.0113559 0.0102298 0.00896328 0.00315835 0.00580493 0.00414836 0.00217232
internal_count=3121 2952 2811 2260 2087 1651 1567 217 1350 1259 414
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=21
num_cat=0
split_feature=133 1374 457 484 133 15 38 13 156 0 0 150 12 16 52 13 3 16 48 52
split_gain=0.000469432 0.000515756 0.000406508 0.000485812 0.000425241 0.000529534 0.000517498 0.000508506 0.000386379 0.000482577 0.000490018 0.000392287 0.000344381 0.000313322 0.000306862 0.000267333 0.000265294 0.000236578 0.000196572 0.000142303
threshold=0.10622000000000002 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.083950000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.11596500000000001 0.091255000000000017 -0.13027499999999997 -0.075359999999999996 -0.094239999999999977 1.0000000180025095e-35 -0.101115 -0.07278999999999998 -0.117405 -0.12711499999999995 -0.022939999999999999 0.086665000000000006 0.10347000000000002
decision_type=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 -3 5 6 8 15 9 11 13 -5 19 -11 -14 -7 -16 -6 -13 -12
right_child=-2 2 -4 4 17 7 -8 -9 -10 10 12 18 14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.00084494175578622428 -0.00082957097046542966 -0.00074465761090103432 0.00085890437650730999 -0.00012579732012754513 0.0010888424865882734 -0.00027171764819601974 -0.00079897850637644847 0.00029601096053772724 -0.00052743583807663026 4.7759279447977279e-05 0.00044628853266293181 0.0011953860556309492 0.00057738853578693855 -0.00086911513945971293 9.4576504460515919e-05 -0.0012194434885165627 -0.00082407211028854795 0.00018561350114319809 0.00048879009398243665 0.0011256500620425844
leaf_weight=0.001378016504069989 0.0014363963969828133 0.0016166929470216576 0.001314941604195429 0.0010334408756023095 0.0012771972044909596 0.0010594628639806203 0.0012054546337347807 0.0012376618735507883 0.0014507873716523003 0.0016601689919726265 0.0017814822613862321 0.0019867252864862401 0.0015076475708677428 0.0015111919236242 0.001874488016937903 0.0015648463113338415 0.0010360241123121838 0.0011880575793812844 0.0014423687125884044 0.0010344400053061698
leaf_count=52 435 418 101 30 156 39 49 39 167 106 96 84 79 223 27 667 39 224 62 28
internal_value=0 2.4274e-05 6.89961e-05 2.82124e-05 8.05989e-05 1.45521e-05 0.000122172 -0.000473788 0.000190217 0.000260244 8.8356e-05 0.00066104 0.000297687 -0.000389142 4.39147e-05 -0.000836836 -0.000232425 0.000653558 0.000898173 0.000695855
internal_weight=0 0.0281611 0.0267831 0.0254681 0.0238514 0.0213862 0.0175242 0.00386197 0.0163188 0.014868 0.0104054 0.00446253 0.00723408 0.00317136 0.00441816 0.00262431 0.00291051 0.00246525 0.00342909 0.00281592
internal_count=3121 2686 2634 2533 2115 1735 990 745 941 774 598 176 269 329 145 706 66 380 146 124
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=21
num_cat=0
split_feature=1374 457 484 1213 133 38 3 52 39 52 4 42 160 151 0 0 3 16 2 0
split_gain=0.000552113 0.000586895 0.000470946 0.000468993 0.00040009 0.000515742 0.000376895 0.000266313 0.000385144 0.000330893 0.00023363 0.000233277 0.000295021 0.000336835 0.000387413 0.000314785 0.000218582 0.000512988 0.000408005 0.000280162
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.10622000000000002 0.084835000000000008 0.16158000000000003 -0.40306999999999998 0.090455000000000021 -0.081429999999999989 -0.0047449999999999992 -1.0000000180025095e-35 -0.079009999999999983 -0.00099499999999999979 -0.14116499999999996 -0.14723999999999998 -0.13309499999999996 -0.056919999999999991 0.092635000000000009 -0.08824499999999999
decision_type=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 5 6 7 -5 9 10 -9 -11 15 -14 -15 -13 18 19 -16 -18
right_child=1 -3 3 4 -6 -7 -8 8 -10 11 -12 12 13 14 16 -17 17 -19 -20 -21
leaf_value=-0.00098380961764915403 -0.00078370821286072952 0.00095523481554980522 -0.00084698029871594813 -0.00051796044023134555 -0.00076085448020320244 -0.00087011018546885035 0.00081994190000017099 0.00016414395071646395 0.00084429448961033751 -0.00057908339205018386 0.00099450399125989132 0.00014994880791457127 -0.00048275665490442473 0.0010306232773710773 -0.00082285507056290464 -0.00096974359151753918 0.00020329185411769414 -0.00029241097275974819 0.00041639628961093438 0.001156407695245181
leaf_weight=0.0011988514498089122 0.0016187692211312018 0.0013710494553992305 0.0012316708882092455 0.0013226186638268618 0.0011499829297125777 0.0010586537622812022 0.0017466260634428901 0.0016131388926750034 0.0015869692279350247 0.0013652665140055911 0.0012978200721072081 0.0010287486879116958 0.0014179227261046376 0.0012552779761421046 0.0011593041345463401 0.0011057565167802439 0.0011686841067081117 0.0016747341183540885 0.0010979608981926958 0.0014880985139780201
leaf_count=55 482 104 471 244 303 47 116 173 119 320 62 41 74 43 20 232 48 81 24 62
internal_value=0 2.67819e-05 -2.33581e-05 2.84245e-05 7.62651e-05 0.000121276 0.000172904 0.000112086 0.000160367 9.11142e-05 0.000534351 -9.98823e-06 5.81877e-05 0.000170717 0.000288841 -0.000430095 0.000147519 0.000339078 -0.000220068 0.000737144
internal_weight=0 0.0267591 0.025388 0.0237692 0.0225376 0.0213876 0.0203289 0.0185823 0.0172597 0.0156727 0.00291096 0.0127618 0.0113965 0.00926198 0.00784406 0.00213451 0.00658878 0.00433152 0.00225727 0.00265678
internal_count=3121 3066 2962 2480 2009 1706 1659 1543 1299 1180 235 945 625 352 278 273 235 191 44 110
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=22
num_cat=0
split_feature=1213 1456 453 38 1374 0 133 3 50 3 48 16 2 156 124 4 4 0 1 43 47
split_gain=0.000430365 0.000373543 0.000519402 0.000449866 0.00049764 0.000492665 0.000440127 0.000312842 0.000286633 0.000280971 0.00047077 0.000484326 0.000372061 0.000372057 0.000301995 0.000315439 0.000339319 0.000222907 0.000196412 0.000167825 3.41074e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.084835000000000008 -0.094929999999999987 -0.23091999999999999 0.10622000000000002 0.16158000000000003 0.08461500000000001 -0.12018999999999998 -0.032929999999999994 0.042200000000000008 0.090545000000000014 0.085790000000000019 -0.043384999999999993 -0.17966999999999997 -0.055319999999999994 -0.21861499999999998 0.095285000000000022 -0.076124999999999984 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
left_child=-1 -2 3 4 -3 -6 7 8 9 10 -7 12 -12 14 -11 -16 -17 -18 -19 -20 -21
right_child=1 2 -4 -5 5 6 -8 -9 -10 13 11 -13 -14 -15 15 16 17 18 19 20 -22
leaf_value=-0.00075969440192038618 -0.0007756587577552916 -0.00069732615794934703 -0.00088562654932497747 -0.00070829136836039774 0.00099893547130064744 0.0011613407341803448 -0.00073660101786272956 0.00069894149401987635 -0.00039046102997297597 0.00078357862382519078 -0.00080811983481160769 0.00072729999246827135 0.00031933594924780549 -0.00058853979139793559 -0.00051451428117995322 0.00077184955403904524 0.00062242596019459464 -0.00051927601255417769 -0.00022440758428525056 0.00049845873402252008 0.00016532829723016852
leaf_weight=0.0013344150828483161 0.0010211207107155553 0.0012425321230509203 0.0010242487675983783 0.0012115139177626402 0.0012497763490202296 0.0012354155045244397 0.0010124362300552017 0.0018594456264566786 0.0018004181444928593 0.0011987509018390472 0.0010265746518269741 0.0017720231084474847 0.00109667824281523 0.0014103365232149409 0.0014345371204971188 0.0014021227904680786 0.0010047132196291317 0.0013196512341791637 0.0018222827374042572 0.0010768620426259146 0.0011527884005415601
leaf_count=491 258 55 75 54 50 31 338 126 319 141 40 111 53 211 38 244 22 326 80 35 23
internal_value=0 2.30771e-05 5.40262e-05 9.20239e-05 0.000132227 0.000177287 0.000129802 0.000172357 0.000120144 0.000174372 0.000437396 0.000207792 -0.000225779 6.02211e-05 0.0001481 6.54144e-05 0.000172368 4.05442e-05 -6.82922e-05 7.85861e-05 0.000326221
internal_weight=0 0.0273742 0.0263531 0.0253289 0.0241173 0.0228748 0.021625 0.0206126 0.0187532 0.0169527 0.00513069 0.00389528 0.00212325 0.011822 0.0104117 0.00921296 0.00777842 0.0063763 0.00537158 0.00405193 0.00222965
internal_count=3121 2630 2372 2297 2243 2188 2138 1800 1674 1355 235 204 93 1120 909 768 730 486 464 138 58
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=24
num_cat=0
split_feature=1213 1374 160 52 133 38 3 484 39 13 474 156 42 43 457 12 150 52 3 12 3 3 43
split_gain=0.00041517 0.00040868 0.00044274 0.000430421 0.000426263 0.000478921 0.000477984 0.000594394 0.000320169 0.000347934 0.000341879 0.000457421 0.000276035 0.000268603 0.000625453 0.000616306 0.000357072 0.000409151 0.000318243 0.000279448 0.000162436 0.000129018 0.000158447
threshold=-0.080769999999999995 -0.094929999999999987 -0.40698999999999991 -0.40306999999999998 0.10622000000000002 0.084835000000000008 0.30112000000000005 -0.0068949999999999992 0.085060000000000011 -0.47860499999999995 0.085165000000000018 0.080810000000000007 -0.088934999999999986 0.08845500000000002 -0.0029299999999999994 0.092355000000000007 0.081835000000000019 0.11008000000000001 -0.10519499999999998 0.088105000000000003 -0.13309499999999996 0.088060000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 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 7 -5 9 -9 11 13 -10 14 -11 16 17 19 20 21 -17 22 -16
right_child=1 2 3 4 -6 -7 -8 8 12 10 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0010732586620814952 -0.00091133116175908088 -0.00098606490686215745 -0.00070568601740980241 -0.00067149837493610102 -0.00072688558393633747 -0.00087058832750880506 0.0014002491477219112 0.0011564761658689891 0.00017292094111931745 -0.00093168434669373644 0.00091023740266545832 -0.00092349809568210409 0.0013058657691176099 -0.00047655141818041632 -0.00025221531894631762 -0.00025740040616563782 0.0013920724595193896 0.001331431882849879 -0.00097661149641156729 0.0010378965488910888 0.00058823911365842615 -0.0004994835402655916 0.00058641908076928788
leaf_weight=0.0010311101727412389 0.0012918591457342634 0.0011127677897554413 0.0017584454628440929 0.0019905237657870797 0.0014683356526124227 0.0011206952425100161 0.0010447080082782714 0.0010946360178252157 0.0010307029822200775 0.0011680843994739129 0.0016148293633033708 0.0012083488247773841 0.0015983259101315364 0.0016474631312722874 0.0011715214549909998 0.0014510773219882367 0.001551703820907413 0.0012706699047635439 0.0010618319363051576 0.0010023302976883697 0.001216925406524183 0.00100713488728843 0.0014930465943638945
leaf_count=325 55 218 315 381 366 46 112 9 21 59 108 88 203 152 181 33 74 42 108 115 18 27 65
internal_value=0 2.81231e-05 6.98519e-05 0.000111859 0.000166702 0.000219728 0.000271451 0.000219223 0.000305339 0.000223896 0.000163366 8.428e-05 0.000861698 0.000171003 0.000257076 0.000380766 0.000662883 0.000472547 -0.000186245 0.000239053 0.000128311 2.09788e-05 0.0002177
internal_weight=0 0.030376 0.0290841 0.0279713 0.0262129 0.0247446 0.0236239 0.0225792 0.0205886 0.0179596 0.016865 0.0152501 0.00262903 0.0140418 0.0123943 0.0112262 0.00749641 0.0059447 0.00372983 0.00467403 0.002668 0.0036717 0.00266457
internal_count=3121 2796 2741 2523 2208 1842 1796 1684 1303 1079 1070 962 224 874 722 663 504 430 159 388 51 273 246
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 12 14 38 3 457 48 3 48 160 0 15 43 13 15 13 13
split_gain=0.000421763 0.000415508 0.000399259 0.000353802 0.000282691 0.000645619 0.000266246 0.000456373 0.00045066 0.000329186 0.000256354 0.000285633 0.000288939 0.000242565 0.000223338 0.000222689 0.000356209 0.000207117 0.000188747 9.54399e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10622000000000002 0.12757000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.085360000000000005 0.11951500000000001 -0.12018999999999998 -1.0000000180025095e-35 -0.082869999999999985 -0.11991499999999998 -0.008624999999999999 -0.070064999999999975 -0.061684999999999997 -0.095869999999999983 0.24813000000000004 -1.0000000180025095e-35
decision_type=2 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 7 8 9 10 14 -12 -13 17 -4 16 -15 -14 -18 -17
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 19 18 -19 -20 -21
leaf_value=-0.00085781596701284106 -0.00081729054868070106 -0.0008275617051083377 0.00081658052727988893 -0.00067227957482638584 0.00083548803253379999 -0.0010269390413239804 -0.0005242583631710014 0.0010697411126995456 0.00087772104085166996 -0.00069006817603884047 -0.000653497018020902 -0.00049387959243316851 8.9018040452246513e-05 0.00078042236635576898 0.00010734147868561738 -0.00059951694849739144 -0.00056725631714316549 0.00095262244205622851 0.00027472167607872931 1.3753890472210908e-06
leaf_weight=0.0012162340871317559 0.0011989684058395502 0.0010282067201076708 0.0018475214626345604 0.0011953292618992742 0.0011792856885788341 0.0010221950238404878 0.0011387896578276538 0.0012022249463456971 0.0016083777551056935 0.0011278007935793246 0.0012077160489507585 0.0014982511850874245 0.0010155817928014788 0.0016136279062078374 0.0019235765355460803 0.0012003872613867645 0.001051247587011972 0.0014047692859453448 0.001222021483971325 0.0010533513517366148
leaf_count=491 55 258 75 346 56 60 57 119 116 54 63 320 51 268 126 324 103 46 22 111
internal_value=0 2.01517e-05 6.10668e-05 9.99275e-05 0.000141288 0.000102558 0.000159956 0.000201016 0.000142256 6.90834e-05 0.000126017 1.5969e-05 9.63453e-05 0.00019964 0.000454809 4.56787e-05 0.00025694 0.000590253 -0.000114642 -0.000318672
internal_weight=0 0.0257392 0.0245403 0.0235121 0.0223167 0.0211374 0.0201152 0.0189765 0.0177742 0.0161659 0.0150381 0.011267 0.0100592 0.00856099 0.0037711 0.00614064 0.0038869 0.00242035 0.00227327 0.00225374
internal_count=3121 2630 2575 2317 1971 1915 1855 1798 1679 1563 1509 1308 1245 925 201 828 393 97 125 435
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=22
num_cat=0
split_feature=1213 1456 2 11 12 147 1374 150 15 151 16 3 4 39 133 43 16 12 4 2 0
split_gain=0.000361793 0.000341008 0.000373201 0.000282374 0.000368421 0.000669327 0.000297711 0.000315527 0.000451637 0.000363346 0.000451247 0.00028453 0.000316272 0.000200476 0.000213838 0.00021338 0.000381471 0.000232711 0.000168885 0.000101594 0.00016919
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.14753000000000002 0.088215000000000002 0.12757000000000002 0.099230000000000013 -0.094929999999999987 0.081835000000000019 -0.040439999999999997 -1.0000000180025095e-35 -0.5048999999999999 0.10893000000000001 -0.017809999999999996 0.090190000000000006 0.085895000000000013 -0.074359999999999996 -0.084119999999999986 0.084290000000000018 0.0061450000000000003 0.10045500000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 18 -8 -11 13 -13 14 15 16 -12 -18 -9 20 -17
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 11 12 -14 -15 -16 19 17 -19 -20 -21 -22
leaf_value=-0.00086600706189096795 -0.00088616506248986198 -0.00073635535334445239 0.0009450437600927817 -0.00068129165160981916 0.00098047902415379705 -0.0011370116615964537 -0.00066938052672036689 0.00052776508933832659 -0.00031804019543233547 0.0011417646676078882 -0.00025914612648791186 0.00013199346513575775 -0.00093005395838152499 0.00072821661300594956 -0.00062158437821412072 0.00011013679962702074 0.0013911815379282009 0.00037724729519581917 0.0013946128146003843 0.0002671987442951907 -0.00071797966905145236
leaf_weight=0.0012342628131138669 0.0010200754590535118 0.0010753005323689271 0.001181484075767846 0.0014026231880959186 0.0010772087048054315 0.0012269154454784817 0.0016779702336967304 0.0011344525514647152 0.0010052560848634587 0.0010407326102110865 0.0012787260378873122 0.0014411266433960179 0.001460949130396961 0.0014248118345169267 0.0010022166564057355 0.0013550642544068979 0.0010601788094315463 0.0013085453889009613 0.0011930950121357142 0.0013357524541466881 0.0012068504633766606
leaf_count=491 258 52 132 104 34 33 240 108 114 74 77 39 48 99 424 54 40 161 61 114 364
internal_value=0 2.53673e-05 6.2726e-05 1.87555e-05 6.27768e-05 1.62081e-05 8.69497e-05 0.000133727 0.000582968 3.77073e-05 0.000122973 4.06158e-05 -0.000402657 0.000169616 7.64995e-05 0.000169226 0.000448853 0.000831058 0.000972109 -9.24502e-05 -0.000279967
internal_weight=0 0.0259093 0.0248893 0.0237078 0.0223052 0.0212279 0.020001 0.0189257 0.0033328 0.0155929 0.013915 0.0128742 0.00290208 0.00997215 0.00854733 0.00754512 0.00364745 0.00236872 0.00232755 0.00389767 0.00256191
internal_count=3121 2630 2372 2240 2136 2102 2069 2017 283 1734 1494 1420 87 1333 1234 810 278 201 169 532 418
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=22
num_cat=0
split_feature=1213 160 133 38 3 40 42 13 4 48 0 47 1 43 14 12 160 1 4 3 3
split_gain=0.000404283 0.00039363 0.000369179 0.000435959 0.000485235 0.000548114 0.0010745 0.000433282 0.000602187 0.000494358 0.000362254 0.000537285 0.000558056 0.000461175 0.000452675 0.000290013 0.000330414 0.000280683 0.000264134 0.000211826 0.000190961
threshold=-1.0000000180025095e-35 -0.26568499999999995 0.10622000000000002 0.084835000000000008 0.16158000000000003 0.05433000000000001 -0.12995999999999999 0.23855500000000004 -0.49013999999999996 0.12649500000000002 -0.059114999999999994 0.092710000000000015 0.094385000000000011 -0.074359999999999996 -0.10708499999999999 0.084100000000000022 0.086075000000000013 0.087865000000000013 -0.35136499999999998 -0.13309499999999996 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
left_child=-1 -2 3 4 5 6 -3 8 -8 10 11 12 15 -12 -14 16 17 -10 -15 -20 -16
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 13 -13 14 18 20 -17 -18 -19 19 -21 -22
leaf_value=-0.00087767712327808977 -0.00093451041676075822 -0.0014031523479541925 -0.00076962616263224191 -0.00086307991416838563 0.00092113058908374016 0.0012093485143595082 -0.0010949778302031022 0.001076280841148217 0.00073138132784655808 -0.00081417683827617016 0.0012393831888987349 -0.00074327152411249417 -0.00027468124875245861 -0.00039146039076590742 0.00064227443081553513 -0.00089134460182961866 -0.00068960067269598926 -0.00031332698696848784 8.3068625334866637e-05 0.00097722217881526688 0.0014723251080300895
leaf_weight=0.0013042953842706947 0.0010311088710305552 0.001231525579303421 0.0012722348042762946 0.0011133214679008843 0.001854459618925163 0.0010205435417993671 0.0010614943588311753 0.0011015359732051691 0.0016852072851325402 0.0012820642986106625 0.0016219577428448484 0.0018285798272729701 0.0010262053942073912 0.0011621033436028938 0.0019312310721718018 0.0010643433297159513 0.001099923493814936 0.0010307423389832593 0.001377488161089957 0.0012630223978368936 0.0010718097325526088
leaf_count=491 231 85 346 52 135 32 142 52 132 49 103 161 39 35 168 663 58 30 32 40 45
internal_value=0 2.11552e-05 5.89101e-05 0.000101367 0.000146645 8.0942e-05 2.56814e-05 0.000115424 5.82312e-05 0.000128403 0.000203171 3.53684e-05 0.000195177 0.00053534 0.000629535 -0.000163443 3.95877e-05 0.000334899 0.000235039 0.000510765 0.000938526
internal_weight=0 0.0271309 0.0260998 0.0248276 0.0237142 0.0218598 0.0208392 0.0196077 0.0185062 0.0174447 0.0161626 0.010738 0.00890946 0.00542457 0.00402925 0.00488022 0.00381587 0.00271595 0.00380261 0.00264051 0.00300304
internal_count=3121 2630 2399 2053 2001 1866 1834 1749 1697 1555 1506 1296 1135 210 252 883 220 162 107 72 213
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 133 38 3 457 48 51 2 457 15 475 0 16 3 1 3 2 0 3
split_gain=0.000476262 0.000446161 0.000395853 0.000417056 0.000344401 0.000512211 0.000397647 0.000272605 0.00025871 0.000417636 0.000494974 0.000287099 0.000306103 0.000381567 0.000282512 0.000395653 0.000392231 0.000284382 0.000213904 0.000306394 7.79019e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.088350000000000026 0.11951500000000001 0.11444000000000001 0.12358500000000001 -0.0029299999999999994 0.091650000000000023 -1.0000000180025095e-35 -0.14116499999999996 0.0039400000000000008 -0.13309499999999996 0.095285000000000022 -0.116045 0.096540000000000015 -0.030209999999999997 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
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 12 -12 20 15 -15 -17 -16 19 -19 -14
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 13 14 17 16 -18 18 -20 -21 -22
leaf_value=-0.00089013318118798506 -0.00088119964521667202 -0.00075304563264099443 -0.00087589297106154039 -0.00069337860474821746 -0.0006058121438950421 0.00091957615356353132 0.00088082276868029093 -0.00058757729912247249 -0.00060251735126447248 0.0010627903898400297 -0.00035885921961058623 -0.00057841189109437529 0.0010869142023864414 -0.00064214093456972155 0.00097548745868178475 -0.00034318168574436198 0.00067114691323513298 0.00048746383915837977 0.00072641189928579182 -0.00056539114631103473 0.00054694627834199429
leaf_weight=0.0012960675884634001 0.0011362595903194042 0.001233998757387055 0.0010681208903729747 0.0013575485447998572 0.001254260412331564 0.0019649788724938047 0.0014399375376179515 0.0012932443455255785 0.0010390270200776311 0.0010644444348727458 0.0017427199452347284 0.0010542510140750258 0.0012985670921645742 0.0017351772508558058 0.0014894447929094667 0.0014926217250838692 0.0019309320695621579 0.0012035625795304705 0.0011693994455497236 0.0012384451420069942 0.0010813402332132682
leaf_count=491 258 55 175 346 58 131 94 65 99 109 243 187 72 48 48 370 91 64 67 28 22
internal_value=0 3.10891e-05 6.92666e-05 0.000108418 0.000152737 0.000193559 0.000126712 7.21486e-05 0.000117999 0.00016061 0.000102425 0.000170119 0.000224989 0.000305489 0.000181134 -6.40719e-05 0.000228914 0.000429122 0.000203786 -4.64833e-05 0.000841573
internal_weight=0 0.0282883 0.027152 0.025918 0.0245605 0.0233062 0.0213412 0.0199013 0.0186081 0.017569 0.0165046 0.0154365 0.0143822 0.0126395 0.0102596 0.00515873 0.00342355 0.00510085 0.00361141 0.00244201 0.00237991
internal_count=3121 2630 2372 2317 1971 1913 1782 1688 1623 1524 1415 1240 1053 810 716 509 461 207 159 92 94
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=22
num_cat=0
split_feature=160 133 3 1374 457 484 1213 0 448 42 4 43 3 15 13 2 0 3 1 1 15
split_gain=0.000426096 0.000430144 0.000386892 0.000313897 0.000378901 0.000408686 0.000323845 0.000304672 0.000294062 0.000367247 0.000379387 0.00029759 0.000333907 0.000383669 0.000238327 0.000345487 0.000203811 0.000181452 0.000201145 0.000151415 6.13359e-05
threshold=-0.40698999999999991 0.10622000000000002 0.13524500000000003 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -0.11756999999999999 -1.0000000180025095e-35 -0.11466499999999999 -0.46376499999999993 -0.074359999999999996 -0.075944999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090425000000000019 -0.071924999999999989 -0.13927999999999999 0.11103500000000001 0.095285000000000022 -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
left_child=-1 2 3 -2 5 -5 -7 -4 -8 -10 -11 12 13 -12 15 -13 -9 -16 19 20 -19
right_child=1 -3 7 4 -6 6 8 16 9 10 11 14 -14 -15 17 -17 -18 18 -20 -21 -22
leaf_value=-0.00079899304703490387 -0.00061231191143638268 -0.00065262312162642103 -7.0894882889280046e-06 -0.00069119538323930143 0.00069540426135363367 -0.00058282215910053709 -0.00044618224291641316 0.001130722769682376 -0.00043462321565489539 -0.00041675324232134741 -0.00015715570179480442 -0.00073250952773712223 0.00094602529461227975 0.00074106668170785463 0.00066972493783884317 0.00020821140217525916 0.00038072141424289919 -0.00010417598074619007 -0.0002416162767812801 0.0006684458702661425 0.00032502723900861144
leaf_weight=0.0010177775729738594 0.0012472832679044634 0.0013958225295114804 0.0015245432777519774 0.0012815833028583792 0.0012439770000653985 0.0012287543619588495 0.0015162657231417844 0.0010020853833594412 0.0016218767768008098 0.0014390066400586854 0.0016011602998171615 0.0010885860107672325 0.0017054785585318118 0.0013595898108356153 0.0012577516156646595 0.0013549075559727564 0.001270478305409827 0.0010374894067580187 0.0014795154438402847 0.0011733309109160928 0.0010218401207095123
leaf_count=240 49 414 91 402 85 384 74 34 81 125 242 253 184 64 42 147 53 47 31 21 58
internal_value=0 2.01255e-05 5.56205e-05 -5.93609e-06 2.93877e-05 -1.16944e-05 3.44169e-05 0.000422946 7.73712e-05 0.000126555 0.000189244 0.000255915 0.000507764 0.000255312 0.000116235 -0.000210883 0.000711434 0.000250125 0.000138127 0.000311927 0.000108795
internal_weight=0 0.0278513 0.0264555 0.0226584 0.0214111 0.0201671 0.0188856 0.00379711 0.0176568 0.0161405 0.0145187 0.0130796 0.00466623 0.00296075 0.00841342 0.00244349 0.00227256 0.00596993 0.00471218 0.00323266 0.00205933
internal_count=3121 2881 2467 2289 2240 2155 1753 178 1369 1295 1214 1089 490 306 599 400 87 199 157 126 105
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=13
num_cat=0
split_feature=52 1 12 4 12 43 0 4 1 0 47 0
split_gain=0.000134914 0.0001939 0.000139988 0.000157014 0.000127736 0.000109878 0.000165562 0.000246429 0.000132936 0.000187337 0.000177961 0.00022359
threshold=-0.40306999999999998 0.13686500000000004 0.098810000000000023 0.24564500000000003 0.095110000000000014 0.084740000000000024 -0.062294999999999996 -0.39518999999999993 0.094385000000000011 -0.13027499999999997 0.093140000000000014 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 9 -2 11 -10
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0025311177934722552 -9.4183226738755202e-05 0.0024695765507268146 -0.0032947411631688997 9.3430124167340707e-05 0.0025421552841961158 -0.0019315627224587323 -0.0006361458449521528 0.0037377554268042384 -0.00020416213220344917 -0.0036613676829600861 -0.0019316707792473946 0.0035000604683921785
leaf_weight=0.0010001817255963419 0.0019935982737580024 0.0015903001246203785 0.0013268851847635594 0.0013859684846480036 0.0010567202895652725 0.001313903686776142 0.0011592014265389139 0.001421059001341928 0.001983634781048238 0.0011509068073288671 0.0011259699591601446 0.0013622719286238982
leaf_count=324 149 162 323 50 176 146 93 113 82 1222 81 200
internal_value=0 0.000130057 -0.000113432 -0.00156376 0.000199646 -1.54073e-05 0.000231502 0.00177275 -0.000290638 -0.00139979 0.000489291 0.001304
internal_weight=0 0.0168704 0.0152801 0.00271285 0.0125673 0.0115105 0.0101966 0.00258026 0.00761638 0.00314451 0.00447188 0.00334591
internal_count=3121 2797 2635 373 2262 2086 1940 206 1734 1371 363 282
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=13
num_cat=0
split_feature=42 43 16 52 43 133 160 16 52 160 3 2
split_gain=8.42523e-05 0.000136172 0.000156454 0.000134896 0.000190407 0.000169913 0.00016398 0.000278069 0.00025298 0.000159444 0.000152522 0.000405856
threshold=-0.12995999999999999 -0.20207499999999998 0.22339500000000004 -0.090859999999999982 -0.087324999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010699999999999999 0.0031350000000000002 0.086870000000000017 -0.13309499999999996 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 9 10 -8 -12
right_child=1 2 -4 4 5 6 8 -9 -10 -11 11 -13
leaf_value=-0.0013684969545553856 0.0014615191251721833 0.001823653991260739 -0.0014664586523623585 -0.0021163405422561115 -0.0018712542218382226 -0.0026027545716650275 -0.0010150882161789267 0.0011505906049359266 0.0024205271532568976 -0.0014249133752370737 0.0028252289898655111 -0.00099461265701447014
leaf_weight=0.0011709262708951831 0.0017538141699597861 0.0011682055817115759 0.0019355402209641206 0.0010957200325895219 0.0010050383674119938 0.0011718268911456164 0.0010758791519123196 0.0010018201776884981 0.0018762179785363209 0.0012752545016945227 0.0018645759339126905 0.0012859927609475547
leaf_count=151 148 229 387 285 696 331 37 197 234 91 219 116
internal_value=0 8.35463e-05 -8.02309e-05 0.000129051 -4.08421e-05 0.000174584 0.000389852 -0.000872862 0.000761866 0.000196221 0.000685369 0.00126605
internal_weight=0 0.0165099 0.0147561 0.0128205 0.0116523 0.0105566 0.00955157 0.00217365 0.00737792 0.0055017 0.00422645 0.00315057
internal_count=3121 2970 2822 2435 2206 1921 1225 528 697 463 372 335
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=13
num_cat=0
split_feature=14 148 48 4 2 4 133 1 1 3 2 0
split_gain=8.38104e-05 8.58128e-05 0.0001613 0.000193552 0.000208746 0.00022481 0.000166421 0.000141577 0.000152578 0.000148079 0.000116359 6.71725e-05
threshold=0.076175000000000007 -0.043434999999999994 0.12879500000000002 0.40473500000000007 0.10699500000000002 -0.49405499999999997 0.083950000000000011 0.13075500000000004 0.095950000000000021 0.090900000000000009 0.11682500000000001 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 11 -6 -7
right_child=-2 2 -4 -5 10 6 -8 -9 -10 -11 -12 -13
leaf_value=0.001356859127303454 -0.0014381364139430918 -0.0027319991379536378 -0.0020024579026392082 0.0017000414020866801 0.0022048185580245856 -0.0014425925299977771 0.0015996975803715821 0.0011256326870260306 -0.0019865321766596722 0.0012705819941797032 5.0384113433634363e-05 7.6847135214789389e-05
leaf_weight=0.0012721096791117317 0.0010190336662523327 0.0010257065751448921 0.0010170620121636728 0.0017664336461099628 0.0013655150307461819 0.0019145705202246333 0.0011769673472310574 0.0012203618239539082 0.0019247163051197003 0.0012118255012794066 0.0012747896338753395 0.0012746283019948717
leaf_count=148 101 117 71 250 210 988 739 22 203 41 184 47
internal_value=0 7.74635e-05 -2.98045e-05 0.000111929 -0.000114504 -0.000460934 -0.000193889 -0.000473635 -0.000782166 -0.000255456 0.00116462 -0.000835318
internal_weight=0 0.0164447 0.0151726 0.0141555 0.0123891 0.00974878 0.00872307 0.0075461 0.00632574 0.00440102 0.0026403 0.0031892
internal_count=3121 3020 2872 2801 2551 2157 2040 1301 1279 1076 394 1035
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=13
num_cat=0
split_feature=42 376 50 15 43 16 16 49 3 3 13 3
split_gain=7.97066e-05 0.000134418 0.000130149 0.000149841 0.000159689 0.000403694 0.000209382 0.00021454 0.000188205 0.00017978 0.000140441 6.97203e-05
threshold=-0.12995999999999999 1.0000000180025095e-35 0.096640000000000018 -0.24436499999999997 -0.074359999999999996 0.22339500000000004 -0.0094449999999999968 -0.043469999999999995 -0.076234999999999983 -0.10519499999999998 -0.117405 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 11 9 -5 -9 -6
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.0013868771092384613 0.001677873956812086 0.0018552064943906635 -0.0017821495958887218 0.0012208667089331738 -0.00018498341923215274 -0.0037292785264116759 0.001519805231750973 -0.00014110206479704972 0.0028433564044766271 -0.0015887092975266049 -0.002492545605769724 0.0016867680398224419
leaf_weight=0.0011628428866340265 0.001574095072853123 0.0011819201135867255 0.0011846856654222507 0.0016838747751379834 0.0013820654089489199 0.0010231377487392723 0.0018213224494175546 0.0012580536251962102 0.001001269443938301 0.0011253400294437832 0.001871153543327576 0.0010276667402946416
leaf_count=151 174 161 380 123 55 227 226 65 128 567 793 71
internal_value=0 8.83991e-05 -5.12566e-05 9.76806e-05 -0.000106305 -0.000526181 -8.09235e-05 -0.000607278 0.000817459 9.5382e-05 -0.00154718 0.000613253
internal_weight=0 0.0161346 0.0149527 0.013768 0.0121939 0.0083834 0.00736026 0.00553894 0.00381048 0.00280921 0.00312921 0.00240973
internal_count=3121 2970 2809 2429 2255 1437 1210 984 818 690 858 126
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=14
num_cat=0
split_feature=156 14 2 48 150 4 48 1 0 0 43 3 1
split_gain=8.07194e-05 0.000107503 0.000158536 0.000155532 0.000194873 0.000195335 0.000149939 0.000208044 0.000120806 0.00027364 0.000137544 4.95005e-05 0.000214196
threshold=0.091255000000000017 -0.18536 0.10981000000000002 -0.032929999999999994 0.088380000000000014 -0.49013999999999996 0.12879500000000002 0.10920500000000001 -0.060129999999999996 -0.10151999999999999 -0.074359999999999996 0.086245000000000016 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -4 9 11 -10 12 -7
right_child=-2 2 6 4 -6 8 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0017260762854395346 -0.0014759202920188862 0.0018818672103029703 0.00061187101809063245 -0.0023743047448951992 -0.0024688105792144764 -0.0018928819761470435 -0.00064810303054652313 0.0038437695973424636 0.0024116323663187509 -0.0025045637621195346 -6.7011209648209721e-05 0.0014863881234728031 0.0018032507066569508
leaf_weight=0.0010108478189709271 0.0011686275095587955 0.0011547669357885324 0.0016048644666166187 0.0010591554401138134 0.0012717748769185419 0.0010025347449267872 0.0010159654960162356 0.0011336007468699255 0.0015019763532266583 0.0013469181830969811 0.0014850393021965651 0.0012524219071892162 0.0010932167447444963
leaf_count=84 273 120 232 84 130 166 69 163 67 1539 80 56 58
internal_value=0 9.65987e-05 0.000220069 -0.000125083 -0.000356537 -4.92207e-05 0.00124675 0.00194973 0.000271346 -0.000306319 0.00117934 0.000578001 3.51492e-05
internal_weight=0 0.0159331 0.0149222 0.0111678 0.010013 0.00874126 0.00375443 0.00273847 0.00768211 0.00469509 0.00298702 0.00334817 0.00209575
internal_count=3121 2848 2764 2300 2180 2050 464 395 1966 1819 147 280 224
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=24
num_cat=0
split_feature=51 124 123 133 38 3 47 50 16 41 3 0 13 1374 156 16 48 49 15 13 42 4 3
split_gain=0.000367505 0.000444051 0.000518374 0.000565498 0.000432253 0.000508121 0.00041299 0.000539589 0.000402314 0.000404056 0.000512504 0.000333248 0.000344925 0.000316664 0.000462612 0.000498679 0.000309458 0.000372654 0.000587268 0.000411601 0.000306128 0.000190753 0.000136782
threshold=-0.40274499999999996 0.10281000000000001 0.091310000000000016 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.11893500000000001 0.10647500000000001 -0.54165499999999989 0.079885000000000025 -0.083924999999999986 -0.099059999999999995 -0.0013449999999999996 -0.094929999999999987 0.084085000000000007 -0.29154999999999992 -0.032929999999999994 -1.0000000180025095e-35 -0.022504999999999997 -0.011289999999999998 1.0000000180025095e-35 0.0052350000000000009 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
left_child=-1 2 3 4 5 6 7 8 -2 10 16 13 20 -12 15 -15 -10 -18 -19 -20 -13 -17 -23
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 14 -16 21 17 18 19 -21 -22 22 -24
leaf_value=-0.00077276542384470469 0.00092549518949317823 0.00080436023031440248 0.00088521549363563233 -0.0010305091909841835 -0.00085463096999829056 0.00088387021682273797 -0.0008233514049481585 -0.00097447553661824554 0.0010790948836046932 -0.00081625724661062735 -0.00066736307169231715 0.00038611428102709093 -0.0010241606595917442 -0.00034614716081553124 -0.00055778094078899035 0.00027595648620305752 -0.00033902143955952702 0.0012316798601363171 0.00075398308171500993 -0.00031481792241075672 -0.00067453756967806526 0.00056598002788940324 0.0012887252648837672
leaf_weight=0.0011688892859250668 0.0010411250686361761 0.0013759486104322196 0.0012071882260271663 0.00111186781723177 0.0011311141505165869 0.001295939900192832 0.001182728871939708 0.0010031991966056855 0.0010518453151782126 0.0010419592364696575 0.0010104653466669333 0.0011237860347233742 0.0013368308351905701 0.0013712970291503979 0.0013267643356473791 0.0015558358232607887 0.0015320068155595667 0.0013460314218489422 0.0011814968189655939 0.0017575830913983707 0.0010160183055647337 0.0010308495278589236 0.001023046263071592
leaf_count=114 66 34 94 395 49 110 60 241 55 74 16 139 152 67 51 77 130 106 167 316 552 44 12
internal_value=0 2.86094e-05 -1.13994e-05 -5.38928e-05 -9.31675e-06 3.18454e-05 -1.84979e-05 2.73776e-05 7.82745e-05 3.112e-05 8.11053e-05 -0.000109164 -0.00046613 6.0417e-05 0.000177002 0.000372722 0.000380122 0.000253735 0.000465656 0.000114835 -0.000117503 0.000645812 0.00092598
internal_weight=0 0.0280549 0.026679 0.0254718 0.0243599 0.0232288 0.0219329 0.0207501 0.0197469 0.0187058 0.0176639 0.0107949 0.00347664 0.00731826 0.00630779 0.00498103 0.00686896 0.00581712 0.00428511 0.00293908 0.0021398 0.00360973 0.0020539
internal_count=3121 3007 2973 2879 2484 2435 2325 2265 2024 1958 1884 1110 843 267 251 200 774 719 589 483 691 133 56
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=23
num_cat=0
split_feature=133 3 0 1374 1213 1456 129 50 48 148 47 47 0 0 42 3 52 150 150 0 0 16
split_gain=0.000502957 0.000466833 0.000542293 0.000386179 0.000425629 0.000447291 0.000336224 0.000263792 0.000403586 0.000282869 0.000327402 0.000362294 0.000339144 0.000345884 0.000277338 0.000297044 0.000276254 0.000247285 0.000201245 0.000239547 0.000269835 0.000192494
threshold=0.10622000000000002 0.16158000000000003 -0.11756999999999999 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084115000000000009 0.10647500000000001 0.11951500000000001 -0.080634999999999984 0.13206500000000002 0.11312500000000002 -0.11242999999999999 -0.08824499999999999 0.093175000000000022 0.048265000000000009 -1.0000000180025095e-35 0.081835000000000019 0.08882000000000001 0.11070500000000001 -0.062294999999999996 -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
left_child=1 3 -3 -1 -5 -6 7 8 9 -7 11 12 16 -14 15 18 17 -11 19 20 -15 -18
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=-0.00085715757044114819 -0.00089682204054747795 -0.00018037896258046315 0.0012719628758706663 -0.00084178686969183468 -0.0008748916461735084 -0.0004582361692473981 -0.00073919956020835416 -0.00055659588070692157 -0.00073384978958097662 -0.00029234877790563818 -0.00043431425449110586 0.0012057279131877541 -0.00048512204596466019 0.00036895959928576666 -0.00045682513828107485 -0.00031777428263702478 0.00059618318160781182 0.00069307838602789299 -2.6119905289180932e-05 0.00012219115611341474 0.0012611471962947218 0.0014102110827464531
leaf_weight=0.0012261947395941766 0.0014023058793566625 0.0010112305320566506 0.0014203061314954626 0.0012623628340787804 0.0011125102089675895 0.0012258945992833494 0.0010193073313544401 0.0011385201230913458 0.0010206116942903512 0.0011046423390661531 0.0013059851018510918 0.0010729090179731884 0.0017356758911422259 0.0013417313189824009 0.0010718072719562155 0.0011913055327763544 0.0015893074151209774 0.0012438695751522122 0.0012455982256538434 0.0013338712058388325 0.0018563995368062755 0.0011505893036414154
leaf_count=49 435 73 76 429 234 73 160 178 51 64 12 38 275 344 155 64 83 40 71 93 96 28
internal_value=0 3.36492e-05 0.000667961 -2.74363e-05 1.4915e-05 6.24301e-05 0.0001106 0.00015259 0.000194017 0.00024529 0.000295306 0.000355093 0.000293696 0.000128522 0.000260984 0.000371382 0.000611046 0.000229574 0.000513481 0.000661788 0.000886842 0.000938025
internal_weight=0 0.0276806 0.00243154 0.0252491 0.0240229 0.0227605 0.021648 0.0206287 0.0194902 0.0184696 0.0172437 0.0159377 0.0148648 0.00977639 0.00804071 0.00696891 0.00508841 0.00234851 0.0057776 0.004532 0.00319813 0.0027399
internal_count=3121 2686 149 2537 2488 2059 1825 1665 1487 1436 1363 1351 1313 1098 823 668 215 104 604 533 440 111
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=12
num_cat=0
split_feature=14 42 376 133 3 43 16 0 16 2 2
split_gain=8.43614e-05 8.09057e-05 0.000185945 0.000133853 0.000179076 0.000222762 0.000172565 0.000103472 0.000136546 0.000119261 0.000115635
threshold=0.076175000000000007 -0.12995999999999999 1.0000000180025095e-35 0.087285000000000015 -0.083924999999999986 0.084740000000000024 -0.069894999999999985 -0.053834999999999994 -0.074319999999999983 0.098035000000000011 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 10 -10 -6
right_child=-2 2 -4 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-0.0012734094566002477 -0.0015097357012111238 0.002970528897117511 0.0023504127884312158 -0.0017196092293380763 0.00022196930725302302 -0.0010448864697219153 0.00058844780178443862 -0.0017569242817299159 -0.00020810547333938506 0.0017873272638877396 -0.0016723023515875484
leaf_weight=0.0011615954235346384 0.0010047481284456419 0.0016112553566548712 0.0010529108255639555 0.0011486236274697035 0.0017694468525629595 0.0011200183505446493 0.0018710950278840949 0.0011718306597718392 0.0018323760928639424 0.0015947299276686117 0.0019051306123686607
leaf_count=137 101 297 155 679 365 72 362 187 377 167 222
internal_value=0 8.34042e-05 0.000187936 2.55848e-05 0.000181269 0.00102491 0.00169062 -0.000288031 -4.56532e-05 0.000720426 -0.00076014
internal_weight=0 0.016239 0.0150774 0.0140245 0.0128759 0.00460237 0.00348235 0.00827351 0.00710168 0.00342711 0.00367458
internal_count=3121 3020 2883 2728 2049 731 659 1318 1131 544 587
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=22
num_cat=0
split_feature=13 13 1374 457 484 1213 15 52 448 0 150 3 1 4 15 15 13 3 3 47 2
split_gain=0.000411978 0.000575242 0.000345317 0.000458952 0.000490868 0.00036903 0.00025868 0.000411644 0.000450745 0.000319541 0.000329785 0.000280322 0.000263114 0.000244114 0.000376074 0.000341437 0.000207884 0.000308053 0.000175512 0.000291 1.11539e-05
threshold=-0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -0.03241999999999999 0.11434500000000002 -1.0000000180025095e-35 -0.074824999999999989 0.081835000000000019 -0.13927999999999999 0.13686500000000004 -0.49013999999999996 0.084050000000000014 0.19724500000000003 -0.084034999999999985 -0.0087149999999999988 -0.077774999999999983 0.092710000000000015 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
left_child=-1 -2 -3 4 -4 -6 9 8 -8 10 18 -11 -13 -10 16 -16 -15 -18 -7 20 -20
right_child=1 2 3 -5 5 6 7 -9 13 11 -12 12 -14 14 15 -17 17 -19 19 -21 -22
leaf_value=-0.00090343412099609189 0.0010006301538159072 -0.00080235138651716103 -0.00086533966264593011 0.00085871064488273374 -0.00076461299789304436 -0.00067390812154202468 -0.0008802623799477133 -0.00089631193884001084 -0.00045212380683576787 0.0011871138784966886 0.00059341329154256818 -9.6035578433420897e-05 0.00086619819035531895 0.0010808418083346678 -0.00081517509813317109 0.00038124717313570199 -0.00013925120232480062 0.00080308935938312807 0.00047282704517517907 -0.00049921080429929019 0.00025235499882183648
leaf_weight=0.0011018970556424526 0.0012678826344136853 0.0012022899829204894 0.0014742449373181523 0.0013403257681802163 0.0012419573918336776 0.0011472481456567263 0.0010859315747175921 0.001254573600577181 0.0012631734644319393 0.0011642938873031028 0.0017113317996564348 0.0014928194913976164 0.0010826449978081354 0.0010901286392148712 0.0011084029489366598 0.0010037456143550116 0.0015540768029584928 0.0015107909117091471 0.00101544988450189 0.0015083445895918979 0.001011465910935927
leaf_count=36 49 55 478 97 470 218 48 165 116 47 118 209 58 63 415 26 149 25 145 74 60
internal_value=0 2.38878e-05 -2.51319e-05 1.37046e-05 -3.61436e-05 2.13927e-05 7.01912e-05 -0.000101027 1.47706e-05 0.00023697 3.51566e-05 0.000582008 0.000308458 0.000143841 0.000263961 -0.000246605 0.000523502 0.000325265 -0.000168871 -4.97878e-06 0.000362808
internal_weight=0 0.0265311 0.0252632 0.024061 0.0227206 0.0212464 0.0200044 0.00987082 0.00861625 0.0101336 0.00639384 0.00373976 0.00257546 0.00753032 0.00626714 0.00211215 0.004155 0.00306487 0.00468251 0.00353526 0.00202692
internal_count=3121 3085 3036 2981 2884 2406 1936 1007 842 929 615 314 267 794 678 441 237 174 497 279 205
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=24
num_cat=0
split_feature=1213 160 42 12 12 43 40 483 159 1374 151 4 457 157 0 133 3 16 3 43 457 16 47
split_gain=0.00040523 0.000367216 0.000361341 0.00049252 0.000439524 0.000402667 0.000624651 0.000579214 0.000383814 0.000380974 0.000364439 0.000577698 0.000476444 0.000328486 0.000326938 0.000307649 0.000250922 0.0001762 0.000400148 0.000218634 0.000167055 0.00020338 0.000117098
threshold=-0.080769999999999995 -0.40698999999999991 -1.0000000180025095e-35 0.051320000000000005 -0.040564999999999997 0.24789500000000006 -0.0067649999999999993 1.0000000180025095e-35 0.10519500000000001 -0.094929999999999987 -0.084129999999999996 0.061775000000000004 0.086800000000000016 -1.0000000180025095e-35 -0.081894999999999982 0.088625000000000009 -0.074084999999999998 0.042200000000000008 -0.13309499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 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
left_child=-1 -2 3 4 -3 6 14 8 9 -8 11 -11 13 -12 -4 16 17 18 -15 -20 -18 22 -22
right_child=1 2 5 -5 -6 -7 7 -9 -10 10 12 -13 -14 15 -16 -17 20 -19 19 -21 21 -23 -24
leaf_value=-0.00097902463355986125 -0.00089238270819771818 -0.00058375048207232765 0.00035565631371515323 -0.0010462579359179108 0.00065105214060843977 -0.00082617481970909373 -0.00063886800288435314 -0.0010342710678647856 -0.00064317503511090264 0.00041589807339206499 -0.00048187648595388857 -0.0011113059033856941 0.0012631962890789926 -0.00013904770524824554 0.0015203327762915886 -0.00045621513083809854 -0.00036005508170365005 0.0010370563946923384 0.00039994244281656426 0.0013586439182220057 0.00029020897386891105 -3.9611595991180308e-05 0.0010304637094611317
leaf_weight=0.001000853022878583 0.001013921294737651 0.0013682557222085556 0.0011571300969719367 0.0015724963416165333 0.0013880375861017305 0.0010075734869960931 0.0011872011069566915 0.0010460879393414382 0.0013650343301873915 0.0012763052352059981 0.0012474915976415377 0.0011043370417631593 0.0012738965473477757 0.0015727498587203518 0.0011473775534628352 0.0010266980975536253 0.0010845581471414789 0.0018898766398690314 0.001147029099963422 0.0011275368282149794 0.0010127778736362947 0.0018951362149159986 0.0010305336767100215
leaf_count=325 218 73 107 563 54 48 48 281 143 93 209 38 53 53 141 239 35 82 109 53 56 74 26
internal_value=0 2.161e-05 5.47922e-05 -0.00035582 3.80819e-05 0.00013011 0.00017276 8.61137e-05 0.000147026 0.000207366 0.000267565 -0.000292544 0.000360757 0.000272558 0.00093553 0.000352406 0.000429561 0.000650473 0.000460576 0.000875185 0.000177239 0.000325198 0.000663553
internal_weight=0 0.028942 0.0279281 0.00432879 0.00275629 0.0235993 0.0225918 0.0202873 0.0192412 0.0178761 0.0166889 0.00238064 0.0143083 0.0130344 0.00230451 0.0117869 0.0107602 0.00573719 0.00384732 0.00227457 0.00502301 0.00393845 0.00204331
internal_count=3121 2796 2578 690 127 1888 1840 1592 1311 1168 1120 131 989 936 248 727 488 297 215 162 191 156 82
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=14
num_cat=0
split_feature=484 156 52 1 12 52 0 160 12 47 3 2 1
split_gain=8.17468e-05 0.000112455 0.000110674 0.000239498 0.000232963 0.000195321 0.000133701 0.000129896 0.000120879 9.58426e-05 0.000240603 0.000273465 2.77702e-05
threshold=-0.0068949999999999992 0.091255000000000017 -0.081429999999999989 0.13686500000000004 0.098810000000000023 -0.24164999999999998 -0.076579999999999995 0.081905000000000019 -0.015429999999999998 0.092710000000000015 0.090900000000000009 0.086950000000000013 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 -2 -7 8 -4 10 11 -10 -6
right_child=1 -3 3 -5 12 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0016779247189909032 -0.00076732200433257604 -0.0018384645955472857 -0.0011174285502472069 0.0029746173520184831 -0.0030469271305941744 0.00099008117896043921 0.0041794703784894657 -0.0019182612761561499 0.0022884885175432947 -0.00083783040497916817 0.0039762311914034202 -0.0013135667057141444 -0.001538142051322765
leaf_weight=0.001162086415636746 0.0012736356514492508 0.0011659316774193925 0.0016198571913364846 0.0010111909267373426 0.0010403291394886919 0.0012396033001140783 0.0010082033966884148 0.0011277723132742945 0.0017796502531743459 0.0010944568350353956 0.0010894400182483999 0.0017866306327822129 0.0010239305958608114
leaf_count=503 220 250 137 114 215 184 101 112 628 84 71 464 38
internal_value=0 0.000107666 0.000257987 -4.92119e-05 -0.000338707 0.0012676 0.00242061 0.000137366 0.000451921 0.000894015 0.00130113 0.000483936 -0.00229853
internal_weight=0 0.0162606 0.0150947 0.0115733 0.0105621 0.00352144 0.00224781 0.00849781 0.00737003 0.00575018 0.00465572 0.00356628 0.00206426
internal_count=3121 2618 2368 1863 1749 505 285 1496 1384 1247 1163 1092 253
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=13
num_cat=0
split_feature=42 376 133 43 160 133 42 16 3 151 160 0
split_gain=6.81973e-05 0.00011575 0.000120076 0.000204576 0.000144142 0.000159051 0.000165692 0.000137722 0.000153825 0.000318455 0.00017683 9.39583e-05
threshold=-0.12995999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.088004999999999986 -0.080719999999999986 -0.0061299999999999992 0.088060000000000013 0.064860000000000015 -0.13309499999999996 -0.0083949999999999979 1.0000000180025095e-35 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -7 -10 11 -11
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13
leaf_value=-0.001150516059220228 0.0016309307903043517 0.0015516378634718993 -0.0011969069970644234 -0.0015144053746286566 -0.0016332694225937373 -0.0010919807545432354 0.0022093693483328514 -0.0014087007669034077 -0.0013013781588657241 0.001418884907042884 7.3316313803844022e-05 0.003433903670594817
leaf_weight=0.0011808084610731009 0.0018811162778960824 0.0011966691553173666 0.0019063858076528864 0.0015631556545350504 0.0011320675139748953 0.0013392351073688875 0.0010081892167353862 0.0012547862468557103 0.0012828193744360873 0.0011625490429101343 0.0012365527911792906 0.0010888398717551692
leaf_count=151 198 161 966 318 629 47 162 165 109 69 55 91
internal_value=0 7.68687e-05 -4.19282e-05 0.000128107 -0.000127309 0.000100807 0.000335263 7.87102e-05 0.000384174 0.000798556 0.00157088 0.00239341
internal_weight=0 0.0160524 0.0148557 0.0129493 0.0110682 0.00950504 0.00837297 0.00736478 0.00611 0.00477076 0.00348794 0.00225139
internal_count=3121 2970 2809 1843 1645 1327 698 536 371 324 215 160
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=14
num_cat=0
split_feature=4 3 3 156 151 160 52 0 52 0 0 0 16
split_gain=6.60241e-05 8.68518e-05 0.000173579 7.6905e-05 0.000103999 0.000160321 0.000157038 0.00018057 0.000224623 0.000185067 0.000367088 0.000199325 0.000210793
threshold=0.27287000000000006 0.11296500000000002 -0.14989499999999997 0.085790000000000019 -0.077429999999999985 -0.089744999999999978 0.10744000000000002 0.15398500000000004 0.077655000000000016 -0.019414999999999998 -0.099059999999999995 -0.11756999999999999 -0.094359999999999986
decision_type=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 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0014407867015089101 -0.00036981297059066038 -0.00069894665339105002 0.0028554096478799538 -0.0014938280647531963 -0.002479350829778567 -0.0026316383957108846 0.0019015097262360052 -0.0026203438228517562 0.0022906243138063336 0.0016648403443072174 -0.0034114748733045466 0.0020796842785675176 0.00082424442322300267
leaf_weight=0.0014529863447467215 0.0010783479882272573 0.0010203174316412711 0.0012506653205343879 0.0014053919165395593 0.0010044149652819754 0.0012044166611726581 0.0012967319471101088 0.0010231943837726298 0.0012563672190408076 0.0011787320869542902 0.0014671215592739033 0.0011717397115606513 0.0012461965174594969
leaf_count=310 58 116 178 387 340 71 180 31 475 81 728 79 87
internal_value=0 0.000734244 0.00136211 -0.000188366 -3.9228e-05 -0.000237445 -8.7079e-06 -0.000298496 1.72299e-05 -0.000438438 -0.000925561 8.12814e-05 -0.000874238
internal_weight=0 0.00334933 0.00232901 0.0137073 0.0123019 0.0108489 0.0098445 0.00854777 0.00752457 0.00626821 0.00508947 0.00362235 0.00245061
internal_count=3121 352 236 2769 2382 2072 1732 1552 1521 1046 965 237 158
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=19
num_cat=0
split_feature=133 3 48 50 1213 132 0 160 150 42 39 52 51 47 0 13 13 4
split_gain=0.000373601 0.000401666 0.000321617 0.000370402 0.000267605 0.000258519 0.000248705 0.000284442 0.000237845 0.000192258 0.000427972 0.000200163 0.000276537 0.000405251 0.000359747 0.000309899 0.000163592 6.29536e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 -1.0000000180025095e-35 0.079970000000000013 -0.23091999999999999 0.086075000000000013 0.12187000000000002 -1.0000000180025095e-35 0.092440000000000008 0.11434500000000002 -0.076794999999999988 0.092530000000000015 -0.10607499999999999 -0.084034999999999985 0.043850000000000007 0.010840000000000001
decision_type=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 -8 12 -11 14 -14 -16 -17 -3
right_child=-2 17 -4 -5 5 -7 7 -9 -10 11 -12 -13 13 -15 15 16 -18 -19
leaf_value=-0.00067471670046889503 -0.00080305140241963119 0.0009022227975146581 -0.00071739089791289718 -0.0006797050952130659 0.00060650315122199477 0.00075695924574501242 -0.00086388919568659481 -0.00055723670598672689 -0.00061806405003893142 -0.00021291287776669984 0.0003424950687582047 -0.00037184989392097142 0.0011791263205036043 -0.00034278970707853323 0.00098376043160623575 -0.00024517231272208514 0.00048818594843433132 0.00038249543861337354
leaf_weight=0.0010277451396456102 0.0012884626740499441 0.0011488257472125332 0.0014441083829517245 0.0016005030968887909 0.0017817764849006245 0.0013565435608375856 0.0012636089247014945 0.0018042116425397983 0.0010299320802511511 0.0018416523649511405 0.0014519064566373974 0.0011093048036148181 0.0017874325128210923 0.0012368048777362806 0.0012777302167892258 0.001556232325220233 0.0012684893885079873 0.001002898812915487
leaf_count=368 435 61 65 439 65 145 280 228 37 266 34 132 74 89 117 142 56 88
internal_value=0 3.39241e-05 -2.50612e-05 2.16717e-05 7.83855e-05 0.000119631 6.99693e-05 8.79538e-06 8.26748e-05 0.000139089 -0.000218871 0.000235544 0.000310674 0.000445977 0.000611608 0.000364342 8.41547e-05 0.000659983
internal_weight=0 0.0249897 0.022838 0.0213939 0.0197934 0.0187656 0.0174091 0.0156273 0.0138231 0.0127932 0.00271552 0.0100776 0.00896834 0.00712669 0.00588988 0.00410245 0.00282472 0.00215172
internal_count=3121 2686 2537 2472 2033 1665 1520 1455 1227 1190 314 876 744 478 389 315 198 149
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=23
num_cat=0
split_feature=1213 1456 453 4 11 133 0 48 2 39 13 10 14 16 0 1374 42 4 15 151 2 12
split_gain=0.000379524 0.000350463 0.000478186 0.00037548 0.000480575 0.000350678 0.00050778 0.000453756 0.000363561 0.000359398 0.000485196 0.000338096 0.000336306 0.00030312 0.000357656 0.000795679 0.000317305 0.000264377 0.000161493 0.00016037 0.000119649 8.0361e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.079915000000000014 0.10622000000000002 -0.019414999999999998 -0.075224999999999986 0.10855000000000002 0.097050000000000011 -0.117405 0.039530000000000003 -0.45687499999999998 -0.27167499999999994 -0.10607499999999999 -0.094929999999999987 0.083995000000000014 -0.49405499999999997 -0.073184999999999986 -0.0064299999999999991 0.092120000000000021 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 17 10 -9 12 -5 -12 15 -15 18 -8 -16 -17 -19 -14
right_child=1 2 -4 11 -6 -7 8 9 -10 -11 13 -13 21 14 16 19 -18 20 -20 -21 -22 -23
leaf_value=-0.00093878033916187833 -0.00095122194445333979 -0.0011158614882348064 -0.0010593167278303672 -5.8626330450534501e-05 -0.0011445754259288674 -0.0008920672332257772 -0.00047749343263240766 0.00074674091975271645 0.0011176482802517846 -0.00078165744892858707 -0.0008589269603762516 -0.00028346831433227542 0.001228517899617011 -0.00079224044825135329 -0.00035213841263604973 0.0011340575677791702 0.00010083205402986263 5.304973289760886e-05 -0.0011668069484064452 0.00040991578050085845 0.00073950925131801995 0.00064472694656830863
leaf_weight=0.0014014185045490282 0.0011417499032854014 0.0010860344715020167 0.0011204660703240102 0.0011767462539941653 0.001029799566494737 0.0011644957439543848 0.0010515857831094877 0.001569514863573482 0.0011193959602877612 0.0015519271646464708 0.0011559319223120009 0.0014629623046776563 0.0010363129133500312 0.0011228769045601439 0.0011095190794137124 0.0010837863258457148 0.0017848107979239192 0.0010360226899164332 0.0010419447480274711 0.0017920647697131616 0.0012221425547380704 0.0010465261118071112
leaf_count=491 258 59 75 59 133 322 60 86 30 58 76 52 162 17 146 43 472 29 345 63 30 55
internal_value=0 -0.00014557 -0.000109868 -6.67008e-05 -0.000156008 -0.000102121 -5.02309e-05 -0.000195375 0.000385562 -0.000113518 -1.6251e-05 0.000310036 0.000576412 -0.000147979 -4.44112e-05 0.000268606 -0.000362395 0.000137962 -0.000746679 0.000682814 0.000424569 0.000935191
internal_weight=0 0.0269066 0.0257649 0.0246444 0.0199219 0.0188921 0.0177276 0.0132984 0.00442915 0.0122124 0.0106604 0.00472255 0.00325959 0.00909093 0.007935 0.00399873 0.00393627 0.00330975 0.00215146 0.00287585 0.00225817 0.00208284
internal_count=3121 2630 2372 2297 1969 1836 1514 1365 149 1306 1248 328 276 1162 1086 123 963 119 491 106 59 217
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=12
num_cat=0
split_feature=484 15 3 0 16 0 16 13 1 150 15
split_gain=7.55901e-05 8.35359e-05 0.000234546 0.00013098 0.000204322 0.000153949 0.000216401 0.000214005 0.000109942 0.000191844 0.000117094
threshold=-0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.11013499999999998 -0.084119999999999986 0.18019500000000002 0.22339500000000004 -0.074044999999999986 0.13146500000000003 0.081835000000000019 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6 9 10 -4
right_child=1 3 8 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013857269434834178 0.0025785367527722302 0.00094483812130317923 -0.00030071720570722159 -0.0026561545353106474 0.0021624851626853622 0.001598322155682529 -0.0025703126420566053 -0.0012497520499046839 0.0013354357121583742 0.0010762054973121782 -0.0024535272227210435
leaf_weight=0.0011627275950151532 0.0013618322395991811 0.0019055599339552467 0.0019546929935270879 0.0013186547204552248 0.0010233862079139016 0.0011337960790456236 0.0012871112337333734 0.001268229670665426 0.0015707377912345111 0.0018633055277224031 0.001293842570300718
leaf_count=503 93 138 234 376 320 24 139 504 171 198 421
internal_value=0 8.02219e-05 0.000478862 -0.000323827 -0.000724663 -0.000184195 -0.000748924 0.000274079 5.0973e-05 -0.000343709 -0.00115815
internal_weight=0 0.0159811 0.00804441 0.00793674 0.00603118 0.00471252 0.00357873 0.00229162 0.00668258 0.00511184 0.00324854
internal_count=3121 2618 1117 1501 1363 987 963 824 1024 853 655
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=23
num_cat=0
split_feature=1213 1374 38 457 40 42 39 484 43 3 133 3 0 457 160 51 42 48 16 2 15 15
split_gain=0.000437327 0.000421318 0.000443413 0.000518424 0.000473566 0.000805235 0.000802927 0.000481968 0.000395054 0.000440534 0.000542057 0.000411769 0.000431923 0.000471125 0.000577759 0.00054291 0.000436983 0.000407988 0.00050267 0.000431153 0.000168887 0.000154847
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.084835000000000008 0.088350000000000026 0.05433000000000001 -0.14899999999999999 0.090455000000000021 -0.0068949999999999992 0.24789500000000006 0.16158000000000003 0.088525000000000006 -0.12018999999999998 -0.053834999999999994 -0.0029299999999999994 -0.030779999999999998 0.045645000000000005 0.083995000000000014 -0.032929999999999994 0.042200000000000008 0.090545000000000014 -0.018314999999999994 -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
left_child=-1 -2 3 4 5 -3 7 -7 9 10 11 17 13 -13 20 16 21 -9 19 -19 -15 -16
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0007930298728313261 -0.00078963835503108629 -0.0011884631158098106 -0.00073908743698709921 0.00085210927189540017 0.000938150852860415 -0.00075719941598802729 0.0011869689804984687 0.0012375672842813935 -0.00078387399380470946 0.00089706900446628575 -0.00084855515133601606 -0.00078236851195752886 -0.00065574931742281314 -0.00077458816964852547 0.00022346478648754459 0.0012643434136557618 0.00077801111610616776 -0.000890178411996612 0.00082472099580394606 0.00037736218606480761 2.2013000693230925e-05 -0.00047145325160455375
leaf_weight=0.0013966065710404032 0.0012388053609857499 0.0010995473963662785 0.0013420982435752285 0.0017569614394388191 0.0011641900671996988 0.0015927511993621126 0.0012266782698195358 0.001076105629522317 0.0010698139389827268 0.001341540889859826 0.0012757543744310864 0.0010968102918473841 0.0018991131300021497 0.0011754165057188404 0.0012172467879643014 0.0013097792606087122 0.0017065032888239351 0.0010152096921700491 0.0017140643623392293 0.0011882718352307364 0.0010090902845643077 0.0014141719124897119
leaf_count=491 55 79 55 112 36 444 122 19 133 105 408 98 132 130 41 53 106 32 108 46 95 221
internal_value=0 2.53046e-05 6.17623e-05 0.000102554 4.90025e-05 4.81847e-06 6.3581e-05 -1.72362e-06 5.99552e-05 0.000108913 4.70713e-05 0.000119288 -3.71918e-05 9.43692e-05 0.000217146 0.000458414 0.000215074 0.000458596 0.000244622 -0.000206632 -0.000406614 -0.000149997
internal_weight=0 0.0289299 0.0276911 0.026349 0.0245921 0.0234279 0.0223283 0.0211016 0.0195089 0.0184391 0.0170975 0.0158218 0.0108281 0.00892902 0.00783221 0.0056477 0.00433792 0.00499365 0.00391755 0.00220348 0.00218451 0.00263142
internal_count=3121 2630 2575 2520 2408 2372 2293 2171 1727 1594 1489 1081 876 744 646 421 368 205 186 78 225 262
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=21
num_cat=0
split_feature=124 123 133 42 50 1374 457 156 448 52 160 49 133 15 16 3 2 47 3 0
split_gain=0.000392685 0.000351904 0.000465207 0.000366613 0.00037099 0.000331383 0.000371662 0.000308003 0.000244685 0.00027473 0.000364698 0.000236131 0.000215404 0.000284957 0.000233088 0.000478236 0.00033488 0.00031222 0.00018504 0.000121222
threshold=0.10281000000000001 0.091310000000000016 0.10622000000000002 -1.0000000180025095e-35 0.10647500000000001 -0.094929999999999987 0.091015000000000013 0.091255000000000017 -1.0000000180025095e-35 0.11434500000000002 0.092865000000000017 -0.031119999999999998 0.061605000000000007 0.013270000000000002 1.0000000180025095e-35 -0.13309499999999996 0.097220000000000015 0.083875000000000019 0.0051600000000000005 -0.090809999999999988
decision_type=2 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 -5 7 8 -7 10 11 18 13 14 15 -13 -16 -17 -10 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 16 17 -18 -19 -20 -21
leaf_value=-0.00019546738444666626 0.00077973925761422314 0.00077934889066029662 -0.0010417051618708791 -0.0006984109121724295 -0.00073954461168356618 -0.00051056564848619762 0.00088636171940664505 -0.00054367125690758691 0.0011150581766290006 -0.0003871830130265998 -0.00051789703845824897 -0.00071457489594811165 0.00078892755305157961 -0.00056289055508027984 0.00010987763078526266 0.00081398340539796856 0.0012127795560723928 -5.5918969024834707e-05 0.00027692033438836666 -0.00085490844045529922
leaf_weight=0.0010168085216347988 0.0012691558375254033 0.0010404766060728146 0.0010348260663560751 0.0011303898712569085 0.0012875531918734575 0.0012011903667676896 0.0012347309236613304 0.0016303125677198512 0.0012679332197623331 0.0016455198030713722 0.0012065367233700672 0.0012561868435199087 0.0012369657228434869 0.0010739716713431269 0.0012692130200306906 0.0015791005320487982 0.0010829245735752835 0.0019661015679690586 0.0010000956728646315 0.0014151507658421011
leaf_count=148 39 95 410 50 211 56 83 199 127 200 124 33 216 239 73 109 53 75 40 541
internal_value=0 -5.05102e-05 -8.5702e-05 -4.36054e-05 1.82175e-05 6.75401e-05 0.000113963 5.92029e-05 0.000121466 0.000173521 0.000244828 0.000323265 0.000222087 0.000136865 0.000241921 5.7854e-05 0.000617654 0.000331552 0.000745478 -0.000579194
internal_weight=0 0.025576 0.0245355 0.0235007 0.0210687 0.0197812 0.0186508 0.0174161 0.0157857 0.0145845 0.012939 0.0117325 0.00946446 0.0082275 0.00715353 0.00480139 0.00235214 0.0035452 0.00226803 0.00243196
internal_count=3121 3082 2987 2577 1888 1677 1627 1544 1345 1289 1089 965 798 582 343 217 126 184 167 689
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=13
num_cat=0
split_feature=14 157 14 48 2 0 0 52 48 3 52 4
split_gain=0.00011704 8.45178e-05 0.000140345 0.000187779 0.000294511 0.000176849 0.000194239 0.000238546 0.00017066 0.000138364 0.000125228 0.000100891
threshold=0.076175000000000007 -0.077384999999999995 -0.10708499999999999 0.12879500000000002 0.10699500000000002 0.15398500000000004 -0.019414999999999998 -0.088204999999999992 0.016865000000000002 0.048265000000000009 -1.0000000180025095e-35 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -6 11 -11 -9
right_child=-2 2 3 -5 8 -7 -8 9 -10 10 -12 -13
leaf_value=0.0012810299213309388 -0.0018609196072328503 -0.0018154471147563908 -0.0025988455024092486 -0.0021860390694847238 0.00087495406203500956 -0.0022009355901235119 0.0017388302345354618 0.00066642662100936667 0.0036649896860369278 -0.00016275491903576826 0.0025374097987778186 -0.0013710895840808042
leaf_weight=0.0016618572688857905 0.001000899528971865 0.0012543222219661984 0.0011719491952572551 0.001001100374987963 0.0019856108937321921 0.001159671436425481 0.0017780362479177022 0.0012340506994531434 0.0010239245463397953 0.0010012270252701683 0.0011227681600038952 0.0019046902878077209
leaf_count=366 101 112 262 75 369 44 125 1084 105 38 55 385
internal_value=0 9.47149e-05 -3.99739e-05 0.000126432 0.000313399 -0.000171728 0.000114805 -0.000333947 0.0018242 0.000170419 0.00126458 -0.000570005
internal_weight=0 0.0162992 0.0146374 0.013383 0.0123819 0.00937239 0.00821272 0.00643469 0.00300954 0.00526274 0.002124 0.00313874
internal_count=3121 3020 2654 2542 2467 1993 1949 1824 474 1562 93 1469
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 457 38 124 151 49 52 52 13 2 4 2 12 4 3 13 47
split_gain=0.000343453 0.000351009 0.000323464 0.000357511 0.000342601 0.000327595 0.000254581 0.000276842 0.000290471 0.000462111 0.000230862 0.000369849 0.000345066 0.000316915 0.000298765 0.000199253 0.000163287 0.000112652 7.75043e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.084835000000000008 -0.043384999999999993 -0.090369999999999992 0.10247500000000002 -0.081429999999999989 -0.40306999999999998 -0.11122999999999998 0.086950000000000013 -0.083854999999999985 0.113445 0.095330000000000012 -0.0039549999999999993 -0.116045 -1.0000000180025095e-35 0.092165000000000011
decision_type=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 -4 -7 8 9 -8 14 12 -12 16 -10 -11 -13 -14 -19
right_child=1 2 3 -5 -6 6 7 -9 10 15 11 13 17 -15 -16 -17 -18 18 -20
leaf_value=-0.00079091786594435629 -0.00083738851569871637 -0.00073392343042744611 0.00069273282265069219 0.0008909577191402138 -0.00073571829404856881 -0.00058996841167585981 -0.0004794359090026588 0.00069228971778304514 0.00076703779567339233 0.0002946691225904004 0.00082282965026018355 -0.00036788744572986617 -0.0005537479881818876 3.7125638674979949e-05 -0.00016730765573278798 0.0010488511946502136 -0.0011133803364395557 -0.00019175385873287966 0.00031125230238718694
leaf_weight=0.001207637797014798 0.001011885612457345 0.0010938275404761546 0.0018405655672816814 0.001177039255084277 0.0011598575158822113 0.0013333675891372123 0.0010647570873003609 0.0015083837389738277 0.001404724300612995 0.0016179038507748156 0.0010509617607903921 0.0010499695036156817 0.0010476760144390029 0.0014145476232848564 0.0016357683746828222 0.0014823596508295378 0.0016981802432725554 0.0016224913775158157 0.0011601262324749673
leaf_count=491 258 55 214 98 52 110 197 168 100 161 139 37 316 108 40 61 439 54 23
internal_value=0 2.02094e-05 5.58293e-05 9.29545e-05 5.0437e-05 9.39989e-05 3.62755e-05 8.32977e-05 2.6767e-05 0.000365193 -8.98749e-05 -0.000208967 6.85453e-05 -0.000534383 0.000264365 0.000655274 -0.000828554 -0.000138416 1.7959e-05
internal_weight=0 0.0253744 0.0243625 0.0232687 0.0220916 0.0209318 0.0190912 0.0177578 0.0162495 0.00416502 0.0120844 0.00904395 0.00488126 0.0041627 0.00304049 0.00310026 0.00274815 0.00383029 0.00278262
internal_count=3121 2630 2372 2317 2219 2167 1953 1843 1675 419 1256 1116 532 584 140 222 476 393 77
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=14
num_cat=0
split_feature=1 52 2 12 52 48 13 49 13 3 0 15 0
split_gain=8.41587e-05 0.000132314 0.000131925 0.000218223 0.000154338 0.0001623 0.0001454 0.000144727 0.000125607 0.000173345 0.000107637 4.47443e-05 3.40432e-05
threshold=0.11588000000000001 0.11434500000000002 0.096015000000000017 0.084100000000000022 0.096795000000000006 0.092680000000000026 -0.023499999999999997 -0.052259999999999994 -0.059629999999999996 0.10893000000000001 -0.11756999999999999 -0.008624999999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 10 -5 -1 -2 12 -4 -9 -10
right_child=8 -3 4 6 -6 -7 -8 11 9 -11 -12 -13 -14
leaf_value=-0.0014921990847132063 0.0021494011130710404 -0.0019473273903807202 -0.0019371758515033283 -0.0038079960810028473 0.002716908114561318 0.0020456731055085169 -0.00061452726519366208 0.00015308450074626661 0.00025296323690511611 -0.0019914970133240442 0.00036884988596458845 0.0017036935031410055 0.0018065429253655439
leaf_weight=0.0012779983225199576 0.001441313906562651 0.0014964204083061311 0.0012622251546011709 0.0010465934453350104 0.001047412513482282 0.0011589438140580111 0.0010129299618928563 0.0012860129280096722 0.0010309781929361272 0.0010432334624379536 0.0017356510011419871 0.0014068859554370317 0.0010062448257210912
leaf_count=108 235 413 118 730 47 104 515 151 81 43 363 157 56
internal_value=0 -0.000268916 -4.53567e-05 -0.000650229 0.000655541 0.000136129 -0.00223736 0.000172944 0.000685349 3.33628e-07 -0.000602079 0.000963189 0.00102032
internal_weight=0 0.0127311 0.0112347 0.00603042 0.00520423 0.00415682 0.00205952 0.0039709 0.00452177 0.00308046 0.00299788 0.0026929 0.00203722
internal_count=3121 2706 2293 1661 632 585 1245 416 415 180 481 308 137
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=21
num_cat=0
split_feature=1213 1456 13 13 1374 11 51 40 47 47 2 15 43 2 16 16 3 4 2 0
split_gain=0.000463306 0.000495074 0.000388368 0.000368166 0.000318064 0.000340329 0.000309883 0.000267071 0.000327569 0.000360273 0.0003578 0.000265249 0.000254343 0.000253526 0.000225023 0.000229483 0.000310097 0.000352315 0.000210595 0.00013568
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.094929999999999987 0.088215000000000002 0.081440000000000026 0.084220000000000003 0.13148500000000005 0.11312500000000002 0.11548000000000001 -0.010414999999999999 -0.084004999999999982 0.096540000000000015 0.054560000000000004 -0.0064149999999999997 -0.13309499999999996 0.19806500000000002 0.084145000000000011 -0.14920999999999998
decision_type=2 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 7 8 9 10 12 19 13 18 15 16 -14 -18 -6 -8
right_child=1 2 3 4 5 -7 11 -9 -10 -11 -12 -13 14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00089550944900393446 -0.00097974625799468885 -0.00085661428441492164 0.00095343469732213923 -0.00072138479273880802 0.00042424808752608497 -0.00056223065777055736 0.0004508116096535733 0.00081423913058062283 -0.00079406447381146189 0.00090617817079436714 0.00064012067227774431 -2.209769222467276e-05 -0.00090329419101723319 0.00083854104897142961 -0.00091796597247016058 0.00040166543561269272 -0.00051322980827207148 0.00042148792941470135 -0.00050835991359548486 0.0011593176937539224
leaf_weight=0.0013325930894366031 0.0010936169628742711 0.0010103445261666613 0.0012087482376834649 0.0011311101374857904 0.0011639037172919151 0.0016226325533708055 0.0011565121782268761 0.0011091795685160824 0.0010757729217854015 0.0011871984656122445 0.0018869210096341968 0.00123665341488599 0.001437129059738136 0.0011901044941496353 0.0010249777610819716 0.0014620936607656933 0.0019966344341486586 0.001863503107438963 0.0011512390631211733 0.0014638448557300759
leaf_count=491 258 35 49 55 122 110 24 45 23 59 211 114 35 83 183 123 599 96 222 184
internal_value=0 3.87717e-05 8.26619e-05 0.000121606 7.81907e-05 0.000119247 0.000173438 8.14571e-05 2.88137e-05 9.04433e-05 1.69459e-05 0.000568083 -8.72104e-05 0.00025861 -0.000242931 -0.00014057 -0.000290232 -6.19896e-05 -3.95051e-05 0.000846614
internal_weight=0 0.0264721 0.0253785 0.0243682 0.0231594 0.0220283 0.0204057 0.0165487 0.0154395 0.0143637 0.0131765 0.00385701 0.0112896 0.00350525 0.00778434 0.00675936 0.00529727 0.00386014 0.00231514 0.00262036
internal_count=3121 2630 2372 2337 2288 2233 2123 1801 1756 1733 1674 322 1463 427 1036 853 730 695 344 208
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=22
num_cat=0
split_feature=1213 1374 457 484 133 38 3 14 160 11 3 457 15 156 0 1 133 43 12 1 13
split_gain=0.000394654 0.000424731 0.000394763 0.000439792 0.000354699 0.000331179 0.000411777 0.000276615 0.000286889 0.000310021 0.000414092 0.000509479 0.000320974 0.000265579 0.000400867 0.000325383 0.000242172 0.000279533 0.000358986 0.000151118 5.86211e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.076175000000000007 -0.22361499999999998 0.088215000000000002 -0.12018999999999998 -0.0029299999999999994 -1.0000000180025095e-35 0.086945000000000008 -0.11991499999999998 0.13021500000000003 0.083950000000000011 -0.072864999999999985 0.092355000000000007 0.10124500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 10 12 -12 -10 14 19 16 17 18 -16 -13 -19
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 11 13 -14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=-0.00081226249728527319 -0.00081374503139969117 -0.00071456187473410118 0.00083070862683295879 -0.00047983213212465542 -0.00070851284974730519 -0.00064878755725622441 0.00087189548600698956 -0.0005395600747089309 0.0013568024092600374 -0.00050047918821145485 -0.00078538254999159886 0.0011542539293716359 0.00036666641640119789 -0.00045575136539875515 0.00076914742305608927 0.00065748840003717896 0.00053870887198632759 -0.000808015769495993 -0.00044548460827537419 0.00040993370820946912 -0.00032399790855313845
leaf_weight=0.001240220318658807 0.0012137658725741565 0.0015930389509122003 0.0013645580216532496 0.0014087992260887186 0.0011567375024378037 0.0011279593508310972 0.0015990824902494252 0.0013266797535087518 0.0011462227402319058 0.0012186500542910031 0.001133846282001639 0.0013611236152293255 0.001764958934188589 0.0010473881301154989 0.0010647481853922605 0.0019574373094002062 0.0012088336674809241 0.0010909230932670214 0.0010029672078388785 0.0010075187371509919 0.0010349957205556485
leaf_count=491 55 464 102 234 303 52 115 51 47 82 102 38 59 155 75 67 154 293 42 51 89
internal_value=0 2.83558e-05 6.82564e-05 2.53563e-05 7.73765e-05 0.000119654 0.000162197 0.000101752 0.000150514 0.000205878 0.000263959 0.00014356 0.000756514 0.000241304 0.00031635 0.000148579 -3.58111e-05 -0.000201419 0.000179977 0.000837652 -0.000572373
internal_weight=0 0.0268302 0.0256165 0.0242519 0.0226589 0.0215021 0.0203742 0.0187751 0.0174484 0.0160396 0.014821 0.0119098 0.00291118 0.0107759 0.00972855 0.00735991 0.00540247 0.00419363 0.00206772 0.00236864 0.00212592
internal_count=3121 2630 2575 2473 2009 1706 1654 1539 1488 1254 1172 1066 106 964 809 720 653 499 117 89 382
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=14
num_cat=0
split_feature=14 1 0 3 2 11 0 0 14 4 0 48 4
split_gain=0.000105919 9.96035e-05 0.000156733 0.000134164 0.000200929 0.000372688 0.000268208 0.000136726 0.000135937 0.000128689 8.13095e-05 0.000188932 7.11045e-05
threshold=0.076175000000000007 0.077565000000000009 0.051010000000000007 0.083060000000000009 1.0000000180025095e-35 0.077415000000000012 -0.033209999999999996 -0.10151999999999999 -1.0000000180025095e-35 -0.49405499999999997 -0.11991499999999998 0.086260000000000017 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 -6 7 -3 -5 -4 11 -10 -1
right_child=-2 3 9 8 5 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.00062233568463392075 -0.0016900389137330962 0.00055151569023021568 -0.001016939361346204 -0.0019863590398752 0.0039367055632088107 -0.00030016375560489006 0.0024171262970507216 -0.0018685332907316654 0.002112037708045788 0.0014204176017696189 -0.0010470731937444796 -0.00053688610941716975 -0.0024535742431437604
leaf_weight=0.001235665328524373 0.0010128617679052701 0.0012164270264660715 0.0010725170801841877 0.0010427309106249005 0.0013637120254459123 0.0010430891797366115 0.0010438464951385215 0.0014649476891314406 0.001351374967172303 0.0014508986750749742 0.0011555375382223398 0.0017710547552778344 0.0011800551083136291
leaf_count=780 101 40 31 74 220 135 82 563 97 44 111 84 759
internal_value=0 8.78543e-05 -0.000545471 0.000360984 0.000898907 0.00210048 0.000122592 -0.000770659 -0.000258964 0.000384478 0.000162079 0.000609557 -0.00151688
internal_weight=0 0.0163919 0.00493914 0.0114527 0.00613202 0.0024068 0.00372522 0.00268137 0.0053207 0.00252342 0.00427797 0.00312243 0.00241572
internal_count=3121 3020 1614 1406 1040 355 685 603 366 75 292 181 1539
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=23
num_cat=0
split_feature=1456 453 1213 38 124 0 2 47 47 52 484 42 160 160 43 150 12 0 43 16 2 15
split_gain=0.000397922 0.000468394 0.000467244 0.000484762 0.00050641 0.000427272 0.000385925 0.000275743 0.000527848 0.000382386 0.000289976 0.000550459 0.000451372 0.000464196 0.000373968 0.000292418 0.000267632 0.000281518 0.000202532 0.000174364 0.000127779 0.000228761
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 -0.23091999999999999 0.14753000000000002 0.11312500000000002 0.13148500000000005 -0.23798499999999997 0.08660000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090980000000000019 0.16180500000000003 0.12187000000000002 0.082480000000000012 -0.098289999999999975 -0.081289999999999987 -0.36241499999999999 0.098260000000000014 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
left_child=-1 2 -2 4 18 -6 7 9 -9 -7 11 -11 -13 14 15 16 17 -14 -4 -18 21 -21
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12 12 13 -15 -16 -17 19 -19 -20 20 -22 -23
leaf_value=-0.00095579107380150679 -0.00085450422028227578 -0.0010236621569472036 0.00041736494873351556 -0.0008747219326517029 0.00078049548886808401 -0.0010382555551680206 0.00096715425103701682 0.0012942329082678721 -0.00010568785009648098 -0.001116050325102287 0.00060400892494962574 -0.00079939378400323161 0.00054251889437214153 -0.00067111273538935582 -0.00065354048805246181 -0.0004503667037517143 0.00013172857318983358 -0.00035073593609743125 0.0014006888038921987 0.00012829410257110172 0.0012972038212986435 0.0011623019521359984
leaf_weight=0.0010911847225024409 0.0013409367428737764 0.0010416615140091392 0.0010820906265573971 0.0012110184923601599 0.0019761045804820221 0.0010363620184209643 0.00100503559324605 0.0010717744934546905 0.0017860071885804629 0.001257050821372536 0.0015262156016233033 0.001640167311404068 0.0017871445236146144 0.0017271036178476704 0.0010992477590043856 0.0010736065135006365 0.0010512852176258703 0.0017237148913194639 0.0010044139172309665 0.0010705529432963922 0.0011361303760635266 0.0010579096859055781
leaf_count=288 461 75 88 54 57 259 102 50 31 455 142 381 51 112 29 8 39 59 128 56 39 157
internal_value=0 1.44492e-05 5.35384e-05 9.97957e-05 0.000146792 7.93785e-05 1.35578e-05 -3.42563e-05 0.000419335 -0.00010968 -5.00925e-05 -0.000118357 -2.4532e-05 8.38449e-05 0.000214239 0.000321415 0.000427282 0.000103961 0.000890723 0.000690296 0.000870169 0.000642227
internal_weight=0 0.0287055 0.0276639 0.0263229 0.0251119 0.0230254 0.0210493 0.0200443 0.00285778 0.0171865 0.0161501 0.0146239 0.0133669 0.0117267 0.00999959 0.00890034 0.00782674 0.00351086 0.0020865 0.00431588 0.00326459 0.00212846
internal_count=3121 2833 2758 2297 2243 2027 1970 1868 81 1787 1528 1386 931 550 438 409 401 110 216 291 252 213
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=13
num_cat=0
split_feature=14 1 4 157 0 16 3 0 2 49 133 12
split_gain=8.71495e-05 8.36461e-05 0.00016251 0.000150072 0.00016179 0.000279741 0.000177093 0.000176412 0.000156428 0.000150468 0.000112765 0.000159945
threshold=0.076175000000000007 1.0000000180025095e-35 -0.083854999999999985 -0.077234999999999984 -0.019414999999999998 -0.056919999999999991 0.083060000000000009 -0.15931499999999996 1.0000000180025095e-35 -0.043469999999999995 0.085895000000000013 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 7 -7 9 -9 -5 11 -1
right_child=-2 3 -4 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0024904629899985728 -0.0015949525245549962 0.0020768549594127801 -0.0018982962409650253 0.00074915267708755974 0.0017787532518147122 -0.00040341319609137717 -0.0031978008692582264 0.00036278513720078813 0.0029325255528957058 -0.0018060139797225639 -0.0013006560522865098 -0.000582328715566144
leaf_weight=0.0010507473514184042 0.0010136045066808643 0.0013513738841537679 0.0017232137453298451 0.0014796923489228675 0.0015203374331989239 0.0016181290881104315 0.001230100237642251 0.0017186438709384522 0.0012688364459566073 0.0013655164138903792 0.0010029681450381411 0.0010372608216223655
leaf_count=85 101 179 1274 60 206 321 67 335 158 87 93 155
internal_value=0 8.23877e-05 -0.000532357 0.000338563 0.000108289 -0.000184269 -0.00161026 0.000512074 0.0014542 -0.000477162 0.000229152 0.000963991
internal_weight=0 0.0163668 0.00481419 0.0115526 0.0102013 0.00868092 0.00284823 0.00583269 0.00298748 0.00284521 0.00309098 0.00208801
internal_count=3121 3020 1607 1413 1234 1028 388 640 493 147 333 240
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=24
num_cat=0
split_feature=1374 457 1456 133 38 3 124 1213 151 150 42 43 16 13 3 43 13 49 2 4 4 0 0
split_gain=0.000496256 0.000536199 0.000613563 0.000565006 0.000642259 0.00060479 0.000422609 0.000340076 0.000354746 0.000392305 0.000311237 0.00050678 0.000518548 0.000272781 0.000270457 0.000203681 0.000204325 0.000194583 0.000227316 0.000319316 0.000329379 9.35711e-05 5.31835e-05
threshold=-0.094929999999999987 0.091015000000000013 -1.0000000180025095e-35 0.10622000000000002 0.084835000000000008 0.16158000000000003 -0.072314999999999977 -1.0000000180025095e-35 -0.090369999999999992 0.12187000000000002 -0.11051499999999999 -0.074359999999999996 0.22339500000000004 -0.117405 -0.075944999999999985 -0.25681499999999996 -0.084034999999999985 0.093835000000000016 0.113445 -0.031404999999999995 -1.0000000180025095e-35 -0.11173999999999999 -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
left_child=-1 2 -2 4 5 6 -4 -8 -9 10 -10 14 13 -13 15 -12 -17 18 19 -15 -21 -22 -7
right_child=1 -3 3 -5 -6 22 7 8 9 -11 11 12 -14 17 -16 16 -18 -19 -20 20 21 -23 -24
leaf_value=-0.00080026408518175495 -0.0010157352620887049 0.00080936554947643976 0.00064149656601450499 -0.000784691226447293 -0.00089447077012012887 0.00058015382974584086 -0.00067152002421774857 -0.00058577727643287572 -0.00040016665653285757 -0.00065384563939936886 0.00076937764498848852 0.00062488150568726602 -0.00073377129774558354 -0.00079692546045126444 0.0010733291905202628 0.00051779885727871544 -0.00026579624270124999 0.00056266735098721085 0.00044210198696639449 0.00063531417054259599 -0.00055428151983135364 -1.7427274578753293e-05 0.00099859350769465551
leaf_weight=0.0013458114365381127 0.0010396542415099649 0.001422792985581455 0.0018888569576853134 0.0014465722417703044 0.0011635105821197192 0.001091908314445611 0.0012724874724785997 0.001485665646033695 0.00167342892850214 0.0011648471993206391 0.0013609479657326062 0.001669926512378953 0.0013493437447102 0.0011684844909012259 0.0012562297060716961 0.0011595664817484197 0.0011580969875348845 0.0010070274784900191 0.0012018293676226977 0.0010053333917376117 0.0010755949235194961 0.0011915502611259034 0.0010257155955339927
leaf_count=55 284 104 179 405 50 59 393 103 90 30 24 53 172 269 98 178 234 60 52 48 34 83 64
internal_value=0 1.923e-05 -2.11266e-05 1.74329e-05 6.31686e-05 0.000109198 4.46185e-05 -1.11932e-05 3.31994e-05 8.59217e-05 0.000138861 0.000200627 2.50188e-05 0.000148084 0.000544706 0.000364183 0.00012625 2.83485e-05 -6.70075e-05 -0.000204784 6.64777e-06 -0.000272125 0.000782834
internal_weight=0 0.0292794 0.0278566 0.0268169 0.0253704 0.0242068 0.0220892 0.0202004 0.0189279 0.0174422 0.0162774 0.0146039 0.00966909 0.00831975 0.00493484 0.00367861 0.00231766 0.00664982 0.00564279 0.00444096 0.00327248 0.00226715 0.00211762
internal_count=3121 3066 2962 2678 2273 2223 2100 1921 1528 1425 1395 1305 771 599 534 436 412 546 486 434 165 117 123
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=21
num_cat=0
split_feature=1213 1374 1456 133 38 3 457 151 160 49 3 16 0 4 52 0 15 1 2 151
split_gain=0.000379924 0.000416671 0.000453149 0.000386725 0.000437896 0.000494853 0.000472881 0.000342555 0.000263506 0.000393054 0.000415962 0.000423459 0.000288907 0.000386044 0.000321514 0.000398812 0.000558506 0.000169553 0.000146694 0.000118513
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10622000000000002 0.084835000000000008 0.16158000000000003 0.088350000000000026 -0.0077149999999999988 -0.22361499999999998 0.10247500000000002 -0.13309499999999996 0.051380000000000002 -0.026509999999999995 -0.39518999999999993 0.070205000000000017 -0.099059999999999995 -0.11713499999999999 0.10124500000000002 0.087675000000000017 -0.087699999999999986
decision_type=2 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 7 18 -9 10 11 -10 14 -14 15 16 -12 -18 -4 -20
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 12 -13 13 -15 -16 -17 17 -19 19 -21
leaf_value=-0.00096487877108577614 -0.00096276551185827232 -0.00099155820245066064 0.00011036773646146822 -0.0008625804876594965 -0.00092308026451663695 0.0010633092837875671 0.0011301458265706415 -0.00064650420869354205 -0.0009052127703467744 0.0011243714002020081 -0.00083964778217308423 0.00040338291346178352 -3.5964971885131337e-05 0.0013199381247505509 0.00075489514063797067 -0.00077226180746350209 0.000302508545350238 0.0012281790066685629 -0.00033003671834169708 -0.0011356692358035821
leaf_weight=0.0012326764806476478 0.0012369685747977135 0.0011584794863576794 0.0010005988361858611 0.0011490006907388097 0.0010552838492223762 0.0019460211446389311 0.0013717805768087557 0.0010886257537358066 0.0019448226186078383 0.0013827719436073091 0.0010000399574332519 0.0012198521959496667 0.0010217974216351067 0.0016883811500432696 0.0018853513440209857 0.0017115000687852738 0.0013786469938088476 0.001061900403872329 0.0012333435463878217 0.0010042734185917723
leaf_count=491 55 258 162 346 52 132 95 190 69 114 41 106 54 42 224 420 61 29 91 89
internal_value=0 2.3927e-05 7.21636e-05 0.000123203 0.00017246 0.000225155 0.000143576 7.09004e-05 0.000179244 0.000242128 0.000147649 -0.000400803 0.00032571 0.000808733 0.000139694 -8.54316e-05 0.000256228 0.000705275 -0.000443805 -0.000691616
internal_weight=0 0.0265394 0.0253025 0.024144 0.022995 0.0219397 0.0199937 0.0186219 0.0153837 0.0142951 0.0129123 0.00316467 0.00974762 0.00271018 0.00703744 0.00515209 0.00344059 0.00244055 0.00323822 0.00223762
internal_count=3121 2630 2575 2317 1971 1919 1787 1692 1350 1160 1046 175 871 96 775 551 131 90 342 180
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=14
num_cat=0
split_feature=1 52 1 3 2 159 16 4 13 0 0 2 16
split_gain=8.91434e-05 0.000141659 0.000128906 0.000213134 0.00015158 0.000147151 0.000109849 0.000105909 9.85289e-05 0.000110272 0.000108798 9.46456e-05 4.38641e-05
threshold=0.11323000000000001 0.11434500000000002 0.11061500000000002 0.10299500000000002 0.10613000000000002 0.082585000000000006 -0.15241499999999997 0.0061450000000000003 -0.061684999999999997 -0.019414999999999998 -0.078244999999999995 0.086950000000000013 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 11 -2 10 -10 -8 -13
right_child=8 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14
leaf_value=0.0014967421670064492 0.0018197461302622469 -0.0020231463059779552 -0.0020469543350120968 0.0019158829908535342 0.001492204544396287 -0.002721496492111313 3.9616577344338646e-05 0.00088348351862910018 0.00050424937993433943 0.0016334977350184337 -0.0020289664123391395 -0.0028293053563104012 -0.0011329777622760633
leaf_weight=0.0010001487024853279 0.0016548854150364861 0.0014409077762169995 0.0010258443437948248 0.0019088457892975095 0.0013947396105045418 0.0010042372652394535 0.0013668671227329201 0.0011636967752852272 0.00130554298290253 0.0010789802224166678 0.0010709689313359583 0.0010188008740846244 0.0011002573251444187
leaf_count=70 263 404 49 91 278 265 790 132 62 64 77 420 156
internal_value=0 -0.000286497 -5.86671e-05 0.000146169 -0.000273538 -0.000643653 -0.00027432 -0.000655281 0.000637789 7.17325e-05 -0.000637338 -0.00116896 -0.00194854
internal_weight=0 0.0124243 0.0109834 0.00995759 0.00804875 0.00665401 0.00564977 0.00464962 0.00511038 0.00345549 0.00237651 0.00348593 0.00211906
internal_count=3121 2655 2251 2202 2111 1833 1568 1498 466 203 139 1366 576
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=13
num_cat=0
split_feature=1 12 1 159 42 43 42 3 4 4 15 47
split_gain=9.14797e-05 0.000148408 0.000116157 0.000106625 0.00013678 0.000215855 0.000178268 0.00014351 0.000253835 0.000209872 0.000104723 6.75772e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 0.091005000000000016 -1.0000000180025095e-35 -0.15582499999999996 0.085505000000000012 -0.0025099999999999996 -0.080924999999999983 0.0061450000000000003 -0.095869999999999983 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -9 -11 -4
right_child=-2 -3 11 -5 5 6 -8 9 -10 10 -12 -13
leaf_value=-0.0015941660193021768 0.0011026278016934988 -0.0017771931482311663 0.0018375894889441507 -0.0017335621292035358 0.0023345645000031503 0.002855640723562025 -0.0016697855863585264 -0.0015983387528436751 -0.00042489397449308234 -0.0005450797701738628 0.0016323179776419102 0.0001700453028188283
leaf_weight=0.001315032105638104 0.0017374089553360552 0.0013288138270811855 0.00128033169177113 0.001083791795159523 0.0010746522178024529 0.0012546925445792168 0.0015607474547960909 0.0018791655036856092 0.0012268670982037502 0.0010188620300084494 0.0013514889663497343 0.0012762239568564482
leaf_count=710 169 121 170 227 51 126 890 129 329 47 47 105
internal_value=0 -0.000137724 1.43899e-05 -0.0002009 -4.53896e-05 0.000172055 -0.000108214 0.00025387 0.00123377 -0.000318353 0.000696394 0.00100516
internal_weight=0 0.0156507 0.0143219 0.0117653 0.0106815 0.00936648 0.00829182 0.00673108 0.00248156 0.00424952 0.00237035 0.00255656
internal_count=3121 2952 2831 2556 2329 1619 1568 678 455 223 94 275
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=23
num_cat=0
split_feature=1374 457 1213 484 133 38 40 42 13 43 160 448 4 160 51 474 4 1 15 47 15 16
split_gain=0.00044917 0.000601516 0.000390001 0.000399452 0.000386822 0.000368355 0.000385854 0.00105815 0.000428749 0.000377182 0.000329421 0.00032837 0.000319426 0.000290641 0.000330726 0.000324914 0.000380109 0.000435192 0.000439977 0.000416935 0.000382546 0.000183977
threshold=-0.094929999999999987 0.091015000000000013 -1.0000000180025095e-35 -0.0068949999999999992 0.10622000000000002 0.084835000000000008 0.05433000000000001 -0.12995999999999999 -0.47860499999999995 -0.25681499999999996 -0.098904999999999979 -1.0000000180025095e-35 -0.42529999999999996 0.086075000000000013 0.045645000000000005 0.086515000000000009 -0.083854999999999985 0.094715000000000008 -0.055554999999999993 0.092530000000000015 -0.43375999999999998 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10 -11 -12 -13 14 15 16 -14 -18 19 20 -19 -16
right_child=1 -3 3 4 -6 -7 -8 8 9 10 11 12 13 -15 21 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00076341521043783527 -0.00075481408154651902 0.00079209994924436897 -0.00060324109041672437 -0.0011392403646621496 -0.00064506967754764544 -0.00067006661438149889 0.00090736765480593513 0.00088089898087261563 0.00069544285412022539 -0.00057442612320674413 -0.0005449237796164647 -0.00054719369090830286 0.00072378058858030509 -0.00035672664244810684 0.0011413968862314799 0.00084432438092068305 -0.00062621040426499755 -0.00021045262734760672 0.00092014871745628609 -0.00051251773923479164 0.00085613414353780332 0.00036170736903571731
leaf_weight=0.0013392144310273571 0.0012295396899795188 0.0016492260989526821 0.0017484220965368466 0.0011560014385337816 0.0013182809405315179 0.0010585129809097529 0.0010501682478278864 0.0013382452426733337 0.001718067391552224 0.0013676116002373498 0.0012536137026586411 0.0010288451737672137 0.0013674990001777357 0.001373376436284158 0.0010710030166229956 0.0011254659268908904 0.0016607592800436059 0.0011606577383919126 0.0010339357756681267 0.0018338278858451296 0.001181625303351086 0.0010373465407613755
leaf_count=55 489 104 464 87 303 47 32 50 39 268 69 127 89 135 30 97 346 34 45 57 71 83
internal_value=0 1.83735e-05 -2.8691e-05 5.80224e-06 4.99237e-05 9.00786e-05 0.000127059 8.7487e-05 0.000160017 0.00010705 4.57672e-05 0.000101835 0.000160272 0.000216936 0.000285612 0.000179299 8.84473e-05 -3.80033e-05 0.000149494 -4.13071e-05 0.000327615 0.000757775
internal_weight=0 0.028762 0.0271128 0.0258833 0.0241348 0.0228166 0.021758 0.0207079 0.0195519 0.0182136 0.0164956 0.015128 0.0138743 0.0128455 0.0114721 0.00936377 0.0082383 0.00687081 0.00521005 0.00417611 0.00234228 0.00210835
internal_count=3121 3066 2962 2473 2009 1706 1659 1627 1540 1490 1451 1183 1114 987 852 739 642 553 207 162 105 113
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=25
num_cat=0
split_feature=133 38 3 40 42 13 4 48 1213 484 42 146 2 457 160 49 1374 0 0 15 0 16 13 0
split_gain=0.000426334 0.000498221 0.000645896 0.000536736 0.000904395 0.000559118 0.00048824 0.000506106 0.000434183 0.000334706 0.000392843 0.000297856 0.000476155 0.000625887 0.000630744 0.000429883 0.000286194 0.000373321 0.000352453 0.000620282 0.000352468 0.000134591 0.000232131 0.000112732
threshold=0.10622000000000002 0.084835000000000008 0.16158000000000003 0.051255000000000002 -0.12995999999999999 0.23855500000000004 -0.49405499999999997 0.12649500000000002 -1.0000000180025095e-35 -0.0068949999999999992 0.10256000000000001 0.086030000000000009 0.11585500000000001 -0.0029299999999999994 -0.090969999999999981 -0.087004999999999985 -0.035729999999999991 -0.16360999999999995 -0.074479999999999977 -0.10203999999999998 -0.098289999999999975 0.24134000000000003 0.0076650000000000008 -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
left_child=1 2 3 4 -1 6 -6 8 -8 -10 11 12 13 -11 -15 -16 -17 -18 19 -19 -21 22 -20 -4
right_child=-2 -3 23 -5 5 -7 7 -9 9 10 -12 -13 -14 14 15 16 17 18 21 20 -22 -23 -24 -25
leaf_value=-0.0011923377671695238 -0.00075233015815167747 -0.00085984140229621443 0.00048074016190927321 0.00096873693516005171 -0.00088783833188185658 0.00095246542789538546 -0.00073695504339101362 -0.00074744382472189752 -0.00050933030767766872 -0.0008113465600089316 -0.00058861107182173232 -0.00042860293004122344 0.0010510673433920049 -0.00072443297848586688 -0.00036713117710480568 -0.00019593343349983897 0.0012464889558982206 -0.00074316420492095492 0.00131524081689495 0.00094235106795453546 -5.9642165264473279e-05 0.0003768154858374573 0.00046476866184862208 0.0011260678861328942
leaf_weight=0.0012191747972951908 0.0013989200856381603 0.001153682052859927 0.0010180440030946869 0.0010366630090432585 0.0011780674525976231 0.0011536472656903376 0.0011512349223257159 0.0014997465601886964 0.0014117108856101504 0.0010308627362285447 0.001146681712784702 0.0011489795733226069 0.0014248823630349247 0.0010279478940281054 0.0012211228201506356 0.0010060418061286257 0.0013313273314636788 0.001035092664296018 0.0013837728495393557 0.0015237352950305772 0.0011695382268170811 0.0011640319054766479 0.0010746110202770609 0.0010227600730137168
leaf_count=125 435 54 67 35 142 57 394 55 354 109 77 18 116 209 66 45 34 84 84 60 333 67 33 68
internal_value=0 2.39148e-05 6.11531e-05 1.31188e-06 -3.99557e-05 2.09096e-05 -2.80971e-05 2.0711e-05 8.05522e-05 0.000132548 0.000186845 0.000244058 0.000297756 0.000214986 0.000303616 0.000400486 0.000497239 0.000577561 0.000456409 0.000160096 0.000507241 0.000761388 0.000943482 0.00080415
internal_weight=0 0.0285334 0.0273797 0.0253389 0.0243022 0.023083 0.0219294 0.0207513 0.0192516 0.0181003 0.0166886 0.0155419 0.014393 0.0129681 0.0119372 0.0109093 0.00968815 0.00868211 0.00735078 0.00372837 0.00269327 0.00362242 0.00245838 0.0020408
internal_count=3121 2686 2632 2497 2462 2337 2280 2138 2083 1689 1335 1258 1240 1124 1015 806 740 695 661 477 393 184 117 135
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=23
num_cat=0
split_feature=1213 1374 457 484 38 133 3 9 14 457 0 0 15 15 43 0 43 12 13 16 2 151
split_gain=0.000427944 0.000462121 0.000395731 0.000449859 0.00041958 0.000527008 0.000440062 0.000346621 0.000285126 0.000309985 0.000356457 0.000651225 0.000578248 0.000454959 0.000434387 0.000445467 0.000409931 0.000377402 0.000354553 0.000267942 0.000222155 0.000353223
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 0.10622000000000002 0.16158000000000003 -1.0000000180025095e-35 0.062655000000000016 -0.0029299999999999994 -0.10607499999999999 -0.074824999999999989 -0.11713499999999999 -0.03241999999999999 -0.08287499999999999 0.13134000000000004 -0.074974999999999986 0.051320000000000005 -0.084034999999999985 -0.5048999999999999 0.081685000000000021 -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
left_child=-1 -2 3 -3 5 6 7 -5 9 -9 12 18 19 16 17 -16 -13 -15 -12 -11 -14 -22
right_child=1 2 -4 4 -6 -7 -8 8 -10 10 11 13 20 14 15 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00092514531496320552 -0.00090550050955684198 -0.00074510565885693508 0.00086149898673255833 0.0010093504570420084 -0.00076299435514832928 -0.00098440980336586179 0.00090664343977045687 -0.0005371755947333255 -0.00062810934401590643 0.0004240706200432641 -0.00013392363387339329 -4.842350497237138e-05 0.0014417639904816175 0.0010240816231530435 -0.00096032338028235618 0.00024290349235250988 0.0012157921424848048 -0.0002043685929837875 -0.0013941480659253138 -0.00069813293409251532 0.0012483173371068208 -1.2003810535916695e-05
leaf_weight=0.0012198933899880129 0.0012603769428931591 0.0017557241290272465 0.0014897335526562463 0.0010213338709174338 0.0013809794592232185 0.0010058206880262923 0.0019081490708841011 0.001622607057228719 0.0013649675756903781 0.0010524627081136551 0.00114945206021693 0.0010153730981500297 0.0012381219687540466 0.0013317585671757115 0.0017451811696889349 0.0013627022591577997 0.0017156007814455587 0.0011668656004264477 0.0010738742310043414 0.0010640779104220677 0.0010877463039860036 0.0011249680390132966
leaf_count=491 55 464 102 74 49 301 116 129 52 35 156 131 20 17 164 21 97 31 475 48 44 49
internal_value=0 2.83679e-05 7.08943e-05 2.59195e-05 8.13266e-05 0.000131909 0.000182842 0.000114256 6.6432e-05 0.00011984 0.00018594 1.57179e-05 0.000508835 0.00021794 -3.91642e-05 -0.000432749 0.000745758 0.000450391 -0.000742616 -0.00014011 0.000906861 0.000607556
internal_weight=0 0.0289379 0.0276775 0.0261878 0.024432 0.0230511 0.0220452 0.0201371 0.0191158 0.0177508 0.0161282 0.0105608 0.00556738 0.00833748 0.00560651 0.00310788 0.00273097 0.00249862 0.00222333 0.00211654 0.00345084 0.00221271
internal_count=3121 2630 2575 2473 2009 1960 1659 1543 1469 1417 1288 1092 196 461 233 185 228 48 631 83 113 93
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=20
num_cat=0
split_feature=1456 133 1374 1213 11 457 38 3 15 160 51 13 52 15 1 16 151 0 43
split_gain=0.000358596 0.000360195 0.000394677 0.000332343 0.000344013 0.000246116 0.000324151 0.000377127 0.000381808 0.000291598 0.000393691 0.000270887 0.000295502 0.000337692 0.000215527 0.000208369 0.000162821 0.000206193 0.000280986
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.094929999999999987 -1.0000000180025095e-35 0.088215000000000002 -0.0029299999999999994 1.0000000180025095e-35 0.16158000000000003 0.084050000000000014 -0.22361499999999998 0.081440000000000026 0.23855500000000004 0.090645000000000017 -0.10203999999999998 0.11061500000000002 -0.092484999999999984 -0.08317999999999999 -0.10151999999999999 -0.074359999999999996
decision_type=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 5 -5 7 8 9 -7 11 12 13 14 -11 -12 -15 -18 -19
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 15 -13 -14 16 -16 -17 17 18 -20
leaf_value=-0.00076455559835450005 -0.00069556105311556948 -0.00063828470641820565 -0.00060067025139391348 -0.00031519223352564061 -0.00046130963656133877 -0.00038647594016837626 -0.0005158433475648019 0.00082145560584727623 -0.00038321218890771479 0.0002620678040054623 0.0011512819624400026 0.00067199719738550629 -0.00035464821523062135 -4.4431769960114616e-05 -0.00043875494318864938 0.00036481414673153608 0.0009550583974722481 0.00071356526860096102 -6.134009493799611e-05
leaf_weight=0.0010398658054139301 0.0011524985173458893 0.0013631135033387578 0.0011469248708040327 0.0017100142136041848 0.0016253889553023973 0.0011382274109356114 0.0010154089091081167 0.0016699993559630135 0.0018175212817067013 0.0013163770457311442 0.0012212082287348658 0.0017439530157628011 0.001805208282398941 0.0010556920322328817 0.001661186868074524 0.0010473131107836551 0.0012956461528066355 0.0016315107665054191 0.0015060625706056954
leaf_count=288 52 411 399 207 109 125 50 120 384 120 39 34 49 126 89 93 53 186 187
internal_value=0 9.67323e-06 4.42286e-05 7.91605e-05 0.000112681 0.000155803 0.000196225 0.000234461 0.000177599 0.000243691 0.000293905 0.000200586 0.000120548 0.000221869 -0.000128922 0.000788192 0.000412162 0.000520891 0.000341604
internal_weight=0 0.0269233 0.0255601 0.0244076 0.0232607 0.0216353 0.0199253 0.0189099 0.0172399 0.0154224 0.0142842 0.0120156 0.0102717 0.00846648 0.00297756 0.00226852 0.00548891 0.00443322 0.00313757
internal_count=3121 2833 2422 2370 1971 1862 1655 1605 1485 1101 976 844 810 761 209 132 552 426 373
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=24
num_cat=0
split_feature=1213 1456 1374 453 0 13 13 49 52 15 43 3 130 13 0 48 12 1 4 0 1 4 0
split_gain=0.000509544 0.000484121 0.000479807 0.000490419 0.000612079 0.000427756 0.000384329 0.000390914 0.000459012 0.000503948 0.000423951 0.000395984 0.000386757 0.00029751 0.000322604 0.000423993 0.000744579 0.000343138 0.000440993 0.000237335 0.000219067 0.000103046 9.65675e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 -0.53104499999999988 -0.47860499999999995 0.079765000000000016 -0.081429999999999989 -0.052074999999999989 -0.053764999999999993 0.088060000000000013 -1.0000000180025095e-35 0.24813000000000004 0.15398500000000004 -0.032929999999999994 0.092355000000000007 0.10089500000000001 -0.080924999999999983 -0.074229999999999977 0.111945 0.058735000000000009 -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
left_child=-1 -2 -3 4 -4 -6 -7 8 9 21 -11 12 -10 14 15 -14 17 18 -17 -9 -13 -8 -18
right_child=1 2 3 -5 5 6 7 19 11 10 -12 20 13 -15 -16 16 22 -19 -20 -21 -22 -23 -24
leaf_value=-0.00093106470714349816 -0.00092873666991586995 -0.0008309225387653251 0.0011840371808108496 -0.00092189785008658649 -0.0008447452199632703 0.00096857464064317343 0.00065138417938600537 0.00012436743861243666 -0.00083813863894379316 0.00046164073600969398 -0.00079415093194334615 -0.0010749647078312501 0.0009451734137951043 0.00085060095150784199 -0.00068795828213619441 0.00060343335295274787 -0.00042998075602789789 0.0010357969893420302 -0.00061788174433162447 0.0010093872909792479 -0.00024135165606797526 0.0013027387992622392 -0.0010932904430242985
leaf_weight=0.0013757335311502519 0.0012034285055774743 0.0013383597953300344 0.0013225119149495824 0.0010428564983893654 0.0010850996021334281 0.0012898325860106708 0.0012898734600204076 0.0012813586820015904 0.0011455126006033609 0.0016205212966720062 0.0010648366010498301 0.001370750924678533 0.0012896173575249765 0.001148494514975785 0.001328973751089535 0.0015905010893888464 0.0010028332961124764 0.0012350519901918877 0.0012717709401411266 0.0016659936818377288 0.0016734995944802655 0.0010557626039078283 0.0011001990002181827
leaf_count=491 258 55 50 75 35 49 126 282 170 126 147 32 44 25 22 167 229 125 311 142 62 33 65
internal_value=0 3.16027e-05 7.25643e-05 0.000117556 0.000159518 0.000104238 0.000148196 0.000100393 1.98697e-05 0.000420999 -3.63238e-05 -0.000122678 1.26546e-05 0.000110432 1.404e-05 0.000138598 -2.91621e-05 0.000354676 6.0776e-05 0.000624626 -0.000616707 0.000944557 -0.00077699
internal_weight=0 0.0294176 0.0282142 0.0268759 0.025833 0.0245105 0.0234254 0.0221356 0.0191882 0.00503099 0.00268536 0.0141572 0.011113 0.00996744 0.00881895 0.00748997 0.00620036 0.00409732 0.00286227 0.00294735 0.00304425 0.00234564 0.00210303
internal_count=3121 2630 2372 2317 2242 2192 2157 2108 1684 432 273 1252 1158 988 963 941 897 603 478 424 94 159 294
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=15
num_cat=0
split_feature=124 123 133 12 50 3 3 159 52 0 0 2 151 3
split_gain=0.000104395 0.000156855 0.000214676 0.000208386 0.000149939 0.000207799 0.000113742 0.000169668 0.000206371 0.000173582 0.000155075 0.000238527 0.000124414 0.0001032
threshold=0.0049200000000000008 1.0000000180025095e-35 0.099660000000000012 -0.015429999999999998 0.085685000000000011 -0.20241999999999996 0.13524500000000003 0.089030000000000012 0.10160000000000001 -0.060129999999999996 -0.10607499999999999 0.084245000000000014 -0.0083949999999999979 -0.10831999999999999
decision_type=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 10 11 -7 -13 -11
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 13 -12 12 -14 -15
leaf_value=-0.0025546416966713533 0.0017526502209972733 0.0016614694879811861 -0.0028163845896304329 0.0026634805743893856 -0.0017833882380841578 0.0027665831627038885 0.0017144366798272053 -0.0023635640665778347 -0.0022991457297563338 0.0028896108487094421 -0.0017520287125603507 -0.0015181556636617057 0.00069434238909950731 0.00049702949486655872
leaf_weight=0.0010407050292540734 0.0010086947124471604 0.0014469080958219574 0.0010065777180668792 0.0010585272823195888 0.001263049000378067 0.0010385546096571873 0.0011648897834870562 0.0010034572902226828 0.0010277616499166581 0.0011672175190495793 0.0014250440173291662 0.0015407991675030486 0.0017292904417725019 0.0011448377932430356
leaf_count=123 72 227 447 115 439 34 82 213 239 30 817 79 91 113
internal_value=0 -0.000121961 -0.000287262 -0.000112944 7.44044e-05 0.00026517 3.93458e-05 -0.000154294 9.00341e-05 0.000395227 -0.000132885 0.000402631 -0.000348141 0.0017049
internal_weight=0 0.0170576 0.0156107 0.0146041 0.0135634 0.0123004 0.0112419 0.010077 0.00907351 0.00804574 0.00573369 0.00430864 0.00327009 0.00231206
internal_count=3121 3049 2822 2375 2252 1813 1698 1616 1403 1164 1021 204 170 143
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=22
num_cat=0
split_feature=1213 1374 457 11 133 12 14 13 132 148 484 160 160 52 48 13 13 3 15 12 47
split_gain=0.000366756 0.000360827 0.000389003 0.000392529 0.000348741 0.00051561 0.000624507 0.000369914 0.000397093 0.000358689 0.000354908 0.000272762 0.000294208 0.000387934 0.00036301 0.000265826 0.000177012 0.000159188 0.000282221 0.000101356 9.8698e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.088215000000000002 0.10622000000000002 0.12757000000000002 0.076175000000000007 -0.15078499999999997 0.081465000000000024 -1.0000000180025095e-35 -0.0068949999999999992 -0.22361499999999998 0.086075000000000013 0.10611000000000001 0.081275000000000014 -0.41572999999999993 -0.084034999999999985 -0.074479999999999977 -0.016799999999999995 0.096990000000000007 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 15 9 -9 -11 -12 13 14 16 -3 -13 19 20 -18 -19
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=-0.00085814827803752506 -0.00082639821545255033 0.00027897440874171428 0.00088582042792390936 -0.00075925022815001564 -0.00077410205046936147 0.001174154216171666 -0.0010329225381723605 -0.00086210208411620056 0.00096382184572914786 -0.00081741361407385873 -0.00054942761201670599 0.00061702155847110729 -0.00048540314144223751 0.0012062670060052072 0.00079835585643531833 0.0012452185356990268 -0.00079850767365762562 7.1002804416087176e-05 0.00056856493633096841 -9.50846851441913e-05 -0.00059818409660047402
leaf_weight=0.0012326019926493645 0.0011918501206178425 0.0019564525664557131 0.0013479203835704548 0.0015243485783820168 0.0011615788900793947 0.0010814621854089426 0.0012291005045153005 0.0011992834147935847 0.0010601183409184025 0.0011119458139604308 0.0013833212569652207 0.001043456167572729 0.0013966181223816218 0.0010251698322720779 0.001875680103958749 0.0011096926529310302 0.0010132339438281811 0.001047577426084384 0.0017583534546719145 0.0010244924868549887 0.0011496081900190802
leaf_count=491 55 97 102 109 366 53 66 64 122 318 211 131 145 48 148 55 314 84 76 43 23
internal_value=0 2.17014e-05 6.13418e-05 1.53268e-05 6.75086e-05 0.000113051 5.67552e-05 0.000126676 3.10065e-05 -3.47937e-05 3.69501e-05 0.000111651 0.000192334 0.000287583 0.000181909 0.000628675 1.75917e-05 -8.67719e-05 9.76963e-05 -0.000444853 -0.000279128
internal_weight=0 0.0266913 0.0254994 0.0241515 0.0226271 0.0214656 0.0203841 0.019155 0.0160889 0.0150287 0.0138295 0.0127175 0.0113342 0.00993757 0.0089124 0.00306615 0.00703672 0.00599327 0.00395554 0.00203773 0.00219719
internal_count=3121 2630 2575 2473 2364 1998 1945 1879 1727 1605 1541 1223 1012 867 819 152 671 540 183 357 107
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=14
num_cat=0
split_feature=14 484 42 39 43 3 1 16 42 3 49 15 16
split_gain=0.000105567 9.26864e-05 9.63807e-05 0.00017666 0.000143941 0.000244504 0.000171418 0.000156655 0.000108145 0.000176841 0.000156653 0.000189849 0.000141585
threshold=0.076175000000000007 0.084040000000000017 -1.0000000180025095e-35 0.092310000000000017 -0.052894999999999991 -0.075944999999999985 0.078340000000000007 0.22339500000000004 0.075730000000000006 -0.116045 -0.069799999999999987 -0.095869999999999983 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 9 -6 -11 -12 -13
right_child=-2 -3 4 -5 7 -7 -8 -9 -10 10 11 12 -14
leaf_value=-0.002745121319810639 -0.0018601917828338353 0.0013878728378542658 0.0015879923384796283 0.00056954183353442737 0.0025442002875092863 0.0033364808793049212 -0.0016592265716089054 -0.0022987586312131713 -0.0016105657858475509 -0.0019066822599500032 -0.00095014477176638982 0.0030779407517483775 0.00020748354938467085
leaf_weight=0.0012293707611637133 0.0010565058834544052 0.0017965436707005891 0.001226370603205712 0.0010998771467662927 0.001104764032795913 0.0012339484010773219 0.0011256585597514412 0.0011740373758444408 0.0012032256916978123 0.0013096418509856989 0.0019409267305638966 0.0011705138841362484 0.001320021862520452
leaf_count=740 101 357 332 49 45 319 183 156 521 60 117 65 76
internal_value=0 9.75075e-05 -5.56266e-05 -0.00117993 0.00014882 0.00117033 3.39046e-05 -0.000248347 5.07249e-05 0.000342712 -8.09212e-05 0.000458651 0.00155655
internal_weight=0 0.0169349 0.0151384 0.00232925 0.0128091 0.00358598 0.00235203 0.00922313 0.00804909 0.00684587 0.0057411 0.00443146 0.00249054
internal_count=3121 3020 2663 789 1874 834 515 1040 884 363 318 258 141
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=23
num_cat=0
split_feature=1213 1374 457 484 133 11 12 147 9 4 160 3 3 4 15 3 47 12 49 4 2 0
split_gain=0.000405058 0.000406638 0.000496597 0.00043861 0.000366513 0.000366565 0.000492256 0.000592571 0.000333288 0.000322533 0.000306516 0.000293037 0.000228977 0.000304676 0.000327934 0.000220618 0.000472759 0.000440031 0.000372431 0.000174279 0.000139056 9.60417e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.088215000000000002 0.12757000000000002 0.099230000000000013 -1.0000000180025095e-35 0.27287000000000006 -0.22361499999999998 0.11658 0.14121000000000003 0.25615500000000008 -0.094549999999999981 0.083060000000000009 0.099265000000000006 0.084100000000000022 -0.080089999999999981 -0.068329999999999988 0.089525000000000007 -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
left_child=-1 -2 3 -3 5 6 7 8 -5 10 -10 -11 13 14 -12 16 17 19 -19 -16 -17 -14
right_child=1 2 -4 4 -6 -7 -8 -9 9 11 12 -13 21 -15 15 20 -18 18 -20 -21 -22 -23
leaf_value=-0.00083191757396157678 -0.00079051771770222482 -0.00071928112117591056 0.00092367146533527459 0.0010340592857156147 -0.0007388479986019759 -0.00060074167805496538 0.0011541294585466094 -0.00087571166977704279 -0.00067865544303357056 0.0012070459416966971 0.00073825655172602247 0.00012598932684961583 0.00025414335609103759 -0.00072874119826675423 0.00067841166763837576 -3.5760812941355729e-05 0.0010502816102871337 0.00024711236858760782 -0.00091372400384757697 -6.5974649835074696e-05 -0.00080236068501036127 0.00089301053212933437
leaf_weight=0.0012938101161908402 0.0013049452640405681 0.0016940162465424449 0.0014987896268677794 0.0010142792622687682 0.0011936951504311058 0.0014983143118643119 0.0011174746632889301 0.0012836996498215561 0.0011911700774409626 0.0011556327689895831 0.001647716717018099 0.0011486995201053229 0.0010741496901403025 0.0010786249793426359 0.0017173400664418637 0.0010913475243263804 0.0010927738581454349 0.001014266299614877 0.0016980119833730047 0.0012475333664263635 0.0010832191330418794 0.0010884338553012194
leaf_count=491 55 464 102 85 303 100 45 24 212 110 143 71 27 27 39 24 51 41 499 122 55 31
internal_value=0 3.56088e-05 7.60926e-05 2.55426e-05 7.93795e-05 0.000123291 0.000175586 0.000119872 0.000189545 0.000140115 5.91309e-05 0.000668144 0.00012266 3.87154e-05 0.000116867 2.3972e-06 0.000137313 -3.84204e-05 -0.000479625 0.000365195 -0.000417628 0.000575687
internal_weight=0 0.0279341 0.0266292 0.0251304 0.0234364 0.0222427 0.0207444 0.0196269 0.0183432 0.0173289 0.0150246 0.00230433 0.0138334 0.0116708 0.0105922 0.00894449 0.00676993 0.00567715 0.00271228 0.00296487 0.00217457 0.00216258
internal_count=3121 2630 2575 2473 2009 1706 1606 1561 1537 1452 1271 181 1059 1001 974 831 752 701 540 161 79 58
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=13
num_cat=0
split_feature=15 49 0 16 3 4 0 15 43 12 3 12
split_gain=9.57465e-05 0.00017967 0.000239589 0.000173625 0.000167708 0.00015448 0.000147628 0.000141954 0.000129664 0.000195077 0.000132452 0.000123186
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 -0.056919999999999991 0.10542000000000001 0.0061450000000000003 -0.065229999999999996 -0.15026499999999995 -0.084004999999999982 0.084100000000000022 -0.077644999999999978 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 11 8 -1 -6 -3 9 -2 -10 -4
right_child=4 2 3 -5 6 -7 -8 -9 10 -11 -12 -13
leaf_value=0.00015553124122093945 0.0014314184247364225 -2.624739884439221e-05 0.0031725088382093297 -0.00041266540678555901 0.0023240805251188964 0.0028922375977543939 -0.00032582513323056587 -0.0025043522236945118 -0.00064907738636936225 -0.0015098772685261917 -0.0027785221461933385 0.00052008310202550389
leaf_weight=0.0011316611700759316 0.0013666663949772895 0.0013075133202702371 0.0010452157567998749 0.0019258290311221296 0.0010426929519167238 0.0013275036147655239 0.0015457537503849039 0.0014371310311814822 0.0019422756662766973 0.0013061018706302385 0.0015599338624872616 0.0010292689877143407
leaf_count=151 128 122 236 503 50 105 45 122 846 313 355 145
internal_value=0 0.000373594 -8.5525e-05 0.000764075 -0.000421196 0.00163286 0.000741625 -0.00132381 -0.000908632 -5.90476e-06 -0.00159756 0.00185649
internal_weight=0 0.00920412 0.00674496 0.00400031 0.00876342 0.00245916 0.00258845 0.00274464 0.00617498 0.00267277 0.00350221 0.00207448
internal_count=3121 1384 1128 884 1737 256 95 244 1642 441 1201 381
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=14
num_cat=0
split_feature=14 1 3 4 2 474 14 13 49 4 3 47 48
split_gain=9.18915e-05 9.07264e-05 0.000139301 0.000298782 0.000175465 0.000127248 0.000147878 0.000175104 0.000150379 0.000153168 0.000166646 0.000202996 0.000132224
threshold=0.076175000000000007 0.077565000000000009 0.10732000000000001 -0.070499999999999993 0.096540000000000015 0.059400000000000008 -0.10708499999999999 -0.15078499999999997 0.065470000000000014 -0.013125 -0.074084999999999998 0.092710000000000015 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 -8 9 -9 -11 12 -12
right_child=-2 5 -4 -5 -6 -7 7 8 -10 10 11 -13 -14
leaf_value=-0.0014662076485802409 -0.0016395860166773127 -0.0016805237697915048 0.0010656140828801156 -0.0035055651952649882 0.0014956794099669957 0.0021215431466424864 0.0023967261887438674 -0.0021985766594962543 0.0019074433987704637 0.0015732911943165918 0.001654067995392609 -0.0022997044820352425 -0.00087289646655753323
leaf_weight=0.00132330881556284 0.0010479691161884288 0.0012320650104802053 0.0012727179848468495 0.0011483155467967446 0.0012439974362488115 0.0011827471008283028 0.0012304585824569622 0.0010651839324176985 0.0012536491726620747 0.0017904739737811814 0.0013396695351417355 0.0013423722993495257 0.0013158944701333608
leaf_count=607 101 93 21 930 56 191 134 471 87 160 137 62 71
internal_value=0 8.8731e-05 -0.000551064 -0.00110483 -3.10147e-05 0.000360291 0.000163209 0.00040648 0.000104415 -0.000225392 0.000137713 -0.000505209 0.000401898
internal_weight=0 0.0167409 0.00498834 0.00371562 0.00256731 0.0117525 0.0105698 0.0093377 0.00810724 0.00685359 0.00578841 0.00399794 0.00265556
internal_count=3121 3020 1614 1593 663 1406 1215 1122 988 901 430 270 208
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=20
num_cat=0
split_feature=1213 1374 457 484 133 448 160 52 1 150 150 15 133 15 43 13 3 2 16
split_gain=0.000421397 0.000443568 0.00045134 0.000526596 0.000392225 0.000370002 0.000327168 0.000305419 0.000384369 0.000401466 0.000417042 0.000353624 0.000412256 0.00034187 0.000242734 0.000327113 0.000255133 0.000225746 0.00015772
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 -0.26568499999999995 -0.40306999999999998 0.13686500000000004 0.089910000000000018 0.080470000000000014 -0.24436499999999997 0.083950000000000011 -0.13578499999999996 -0.073959999999999984 -0.117405 -0.077774999999999983 0.083215000000000011 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 10 11 -9 13 -13 16 -16 -15 -17 -10
right_child=1 2 -4 4 -6 6 7 8 18 -11 -12 12 -14 14 15 17 -18 -19 -20
leaf_value=-0.00080779818666265179 -0.00078694517410625453 -0.00072348734872262454 0.00083341990340454655 -0.00048517234549208174 -0.00066961194418752024 -0.00057551035863315117 -0.00040886461813769966 0.00077566262289120421 0.0012372431745229517 -0.00048950999152894104 0.0010845922911405083 -0.00069460299544593868 0.00071017053112669393 0.0001139744646555332 0.00041683175981309481 1.3458870809904014e-05 0.00099450243422766833 -0.00070162943138400193 0.00047480636721631615
leaf_weight=0.0011735225916263961 0.0011902273867381288 0.0016454624979929241 0.0014981231273969433 0.0017104810026040687 0.0012399542033222624 0.0010298638448357203 0.0013436981142758665 0.0018446707884851388 0.0010246642821303683 0.0014684386211012432 0.0011589951319777034 0.0012329745427277728 0.0018863152555277382 0.0018018540143662776 0.0017233602104305109 0.0018045415555813672 0.0010052465980194851 0.0016638600627196798 0.0011065906637828249
leaf_count=491 55 464 102 85 303 202 240 98 113 98 95 72 130 85 44 127 34 263 20
internal_value=0 4.91219e-05 8.7119e-05 4.18372e-05 9.64819e-05 0.000140045 0.000193263 0.000234791 0.000283595 0.000207344 0.000279806 0.000207851 0.000113642 -8.24507e-06 9.75527e-05 -8.18171e-05 0.000429299 -0.000329583 0.000841371
internal_weight=0 0.0273793 0.0261891 0.024691 0.0230455 0.0218056 0.0200951 0.0190652 0.0177215 0.0155903 0.0141218 0.0129628 0.0111182 0.00923184 0.00799886 0.00519176 0.0028071 0.0034684 0.00213125
internal_count=3121 2630 2575 2473 2009 1706 1621 1419 1179 1046 948 853 755 625 553 434 119 390 133
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=14
num_cat=0
split_feature=124 4 123 484 160 42 151 43 4 2 2 12 2
split_gain=0.000106594 0.00015498 0.000102901 0.000134587 0.000328578 0.000279686 0.000237891 0.000186248 0.000260581 0.000112968 0.000237961 8.94819e-05 7.55719e-05
threshold=0.0049200000000000008 -0.49405499999999997 1.0000000180025095e-35 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -0.074359999999999996 0.24564500000000003 0.089885000000000007 0.10097500000000002 0.094375000000000014 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 -9 -11 -10 -12
right_child=-2 2 -4 -5 5 6 7 8 11 10 12 -13 -14
leaf_value=-0.001859083937072734 0.0016384052978590706 -0.002667320107579725 0.0015456753069508237 0.0013247395840371937 -0.0024924370286604249 -0.0018645372950298823 0.0020764319200038015 -0.0017316106646897698 0.0028511115591833055 0.0016741348955508029 -0.0020264552841152959 0.00073667993880317838 -4.4565860932005229e-05
leaf_weight=0.0012799071671820697 0.0010119783563708315 0.0013904157462093546 0.0011425411011616185 0.0016394604665053722 0.0010887956098116431 0.0012260513641303731 0.0018387315558592325 0.001376867089301642 0.0010086843905324772 0.0014386534132092843 0.0011076904440727731 0.0011981490403272232 0.0010032432911066813
leaf_count=153 72 566 213 319 660 115 261 347 86 127 114 42 46
internal_value=0 -0.00010984 3.49842e-05 -8.55758e-05 -0.000267962 2.76125e-05 0.000296665 0.000592 0.000209361 -0.000459782 3.35544e-05 0.00170313 -0.00108454
internal_weight=0 0.0167392 0.0154593 0.0143167 0.0126773 0.0112869 0.0101981 0.00897202 0.00713329 0.00492645 0.00354959 0.00220683 0.00211093
internal_count=3121 3049 2896 2683 2364 1798 1138 1023 762 634 287 128 160
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=22
num_cat=0
split_feature=1456 453 0 13 13 1 15 48 12 4 16 48 52 160 13 4 4 3 1 16 39
split_gain=0.000341491 0.000484082 0.000422048 0.0003499 0.000492157 0.000329533 0.000422547 0.000296095 0.000257486 0.000228088 0.000360754 0.000354447 0.000307984 0.000332577 0.000295504 0.000440152 0.000204424 0.000309499 0.000181118 0.000162031 0.000134754
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -0.53104499999999988 -0.47860499999999995 0.11323000000000001 0.091650000000000023 0.093265000000000015 0.051320000000000005 -0.49013999999999996 0.051380000000000002 0.085845000000000019 -0.080979999999999983 -1.0000000180025095e-35 0.038215000000000006 -0.00059999999999999995 0.23246000000000003 -0.13309499999999996 0.13146500000000003 0.15891500000000003 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
left_child=-1 2 -2 -4 -5 6 7 9 18 -6 11 12 -11 -14 15 -15 -10 -18 -7 -12 -20
right_child=1 -3 3 4 5 8 -8 -9 16 10 19 -13 13 14 -16 -17 17 -19 20 -21 -22
leaf_value=-0.00089589242576446103 0.00075850991178999191 -0.0010462640608938029 -0.00089506805189710505 0.0010019238215361339 -0.00075813941100802992 0.0011130767670088986 -0.0010764768394589609 0.00052546256676777136 -0.00051464185385335156 0.00055545779748543346 0.00094361381337421839 -0.001080776529011497 -0.00096784711517446901 0.00080331411866918403 -0.00076260121248504791 -0.00032497499692169749 -0.00036962543138781073 0.00075951692457499589 -7.0564155469532238e-05 7.2340444367078644e-05 0.00072918349392720166
leaf_weight=0.001059171843915698 0.001980060356133957 0.001024893567242168 0.0010367896580705206 0.0012545199670403974 0.0014007412177523522 0.0011091001145597792 0.001122876340393709 0.0018022902273263927 0.0013061040118387268 0.0014188842251325329 0.0010424241043853763 0.0010581196582126751 0.0012983954041939395 0.0015121843624210634 0.0011397153728317511 0.0019931756692296975 0.0010859202436357407 0.001359459030150667 0.0010592209263848851 0.0010815711855237525 0.0010368339728372145
leaf_count=288 57 75 36 49 127 104 392 181 75 127 59 131 306 518 96 151 33 28 62 160 66
internal_value=0 1.68598e-05 5.86091e-05 1.14879e-06 4.14056e-05 -1.38008e-05 -0.000146332 -7.03593e-05 0.000269496 -0.000160257 -8.08332e-05 -0.00022733 -0.000104673 -0.000262266 -6.50413e-05 0.00016176 -1.09363e-05 0.000258098 0.000597729 0.000499948 0.000325039
internal_weight=0 0.0271233 0.0260984 0.0241183 0.0230815 0.021827 0.0148704 0.0137475 0.00695664 0.0119452 0.0105445 0.00842047 0.00736236 0.00594347 0.00464508 0.00350536 0.00375148 0.00244538 0.00320516 0.002124 0.00209605
internal_count=3121 2833 2758 2701 2665 2616 2248 1856 368 1675 1548 1329 1198 1071 765 669 136 61 232 219 128
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=23
num_cat=0
split_feature=1213 1374 133 38 40 42 3 457 39 484 48 150 42 4 1 160 16 51 0 52 0 15
split_gain=0.000487891 0.000391462 0.000408972 0.000397415 0.000473344 0.000977309 0.000548488 0.000512508 0.000551302 0.000726413 0.000490592 0.000304216 0.000378866 0.000362281 0.000329587 0.000311293 0.000288412 0.00026454 0.000261315 0.000370239 0.000274823 0.000372215
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.16158000000000003 0.088350000000000026 0.085220000000000004 -0.0068949999999999992 0.11951500000000001 0.086845000000000019 0.091465000000000005 0.09173000000000002 0.111945 -0.090764999999999985 -0.5335399999999999 0.081440000000000026 -0.071924999999999989 0.092650000000000024 -0.16360999999999995 -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
left_child=-1 -2 3 4 5 -3 7 8 9 -7 11 12 14 -14 15 -11 -13 18 20 -20 -17 -22
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 16 13 -15 -16 17 -18 -19 19 -21 21 -23
leaf_value=-0.00096401620879406976 -0.00083164811546992804 -0.0013913292042332464 -0.00081179049712873104 -0.0008317272514577731 0.0011363511601831576 -0.0012770058072808016 0.0010083410336564113 0.00095399735112160872 0.00099188741807593422 -0.00062824119431064915 -0.00099482393619472172 0.00010658467343634958 -0.0010480918989298543 0.00021481643314555165 0.00099461747259859128 0.0006416396329699558 -0.0010740355377537281 0.0010075503766780751 0.00096430851350494927 -0.00021279586858034485 -0.0011270699097596559 9.2123919835854077e-05
leaf_weight=0.0013209615015864476 0.0012849903112126517 0.0010687836796414154 0.0012770622580662852 0.0010863124189581788 0.0012269087286367322 0.0011607137601328107 0.0019065126231554421 0.0016953554872749512 0.0014283383334309221 0.0010084006139027294 0.0011057337662663249 0.0011435653210654095 0.0011060825398833138 0.0012539992564040148 0.0016562076564099479 0.001003423893525473 0.0010066127182535309 0.0012267175876921055 0.0019633556540543705 0.0010671457038942123 0.0010007192198592469 0.0018376377231230289
leaf_count=491 55 98 370 52 35 371 127 95 191 182 42 16 142 29 67 23 99 63 139 26 65 343
internal_value=0 3.59331e-05 7.68751e-05 0.000120604 0.000162208 0.000111649 0.000182819 0.000106655 3.09221e-05 -4.73309e-05 3.9808e-05 0.000114709 0.000206596 -0.000377062 0.000334572 0.00021454 -0.000446126 0.000319474 0.000196651 0.000549809 -8.19291e-05 -0.000337727
internal_weight=0 0.0285146 0.0272296 0.0259525 0.0248662 0.0236393 0.0225705 0.020664 0.0189687 0.0175403 0.0163796 0.0152739 0.0131237 0.00236008 0.0107636 0.0091074 0.00215018 0.008099 0.00687228 0.0030305 0.00384178 0.00283836
internal_count=3121 2630 2575 2205 2153 2118 2020 1893 1798 1607 1236 1194 1079 171 908 841 115 659 596 165 431 408
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=14
num_cat=0
split_feature=124 133 132 42 160 16 43 42 3 4 16 4 2
split_gain=8.96146e-05 0.000138521 0.000143375 0.000156667 0.00010926 0.000232852 0.000207816 0.000162886 0.000161069 0.000111855 0.000131716 0.000233036 0.000120536
threshold=0.0049200000000000008 0.099660000000000012 0.081240000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 -0.074359999999999996 0.075730000000000006 -0.078934999999999991 0.26790000000000008 0.071345000000000006 0.033845000000000007 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 9 -6 10 11 12 -8
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0018350924522188006 0.0015861838092680754 -0.0020442034786537985 0.0020192726505025814 -0.0027871973777914018 0.00051380773920274656 0.00036863873720068891 -4.6406051574773041e-07 -0.0019653234314034123 0.0034841116557122022 0.0015166304943043031 -0.0018983951029346627 -0.0014014104348061408 0.0024428385646705214
leaf_weight=0.0014727258805615944 0.001020296584041013 0.0010665175292245621 0.0010356920082498769 0.0011741393654160562 0.0012747426840823972 0.0018644795256616492 0.0011288065773973361 0.0011948135643316954 0.001006891573571588 0.0016458478095385254 0.0010512592845492996 0.0015296468864391954 0.0013862452400790204
leaf_count=603 72 470 215 382 212 285 56 326 163 108 126 38 65
internal_value=0 -0.000108077 2.29011e-05 -0.000117471 7.3342e-05 -0.000850794 0.000348154 -7.63009e-05 0.00182461 0.00025848 -0.000147866 0.000307115 0.00134623
internal_weight=0 0.0168318 0.0157653 0.0147296 0.0132569 0.00303862 0.0102183 0.00793662 0.00228163 0.00674181 0.00509596 0.0040447 0.00251505
internal_count=3121 3049 2579 2364 1761 667 1094 719 375 393 285 159 121
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=14
num_cat=0
split_feature=14 124 40 48 4 0 0 42 52 151 13 16 43
split_gain=9.29349e-05 8.53913e-05 0.000113463 0.000184447 0.000215641 0.000224813 0.000176288 0.000194119 0.000166568 0.00012794 0.000146283 0.000140146 6.34726e-05
threshold=0.076175000000000007 -0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.0061450000000000003 -0.18113999999999997 -0.11756999999999999 1.0000000180025095e-35 -0.088204999999999992 -0.0067699999999999991 -0.084034999999999985 -0.004174999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 12 -4 -10 -11 -12 -8
right_child=-2 2 3 -5 5 6 7 -9 9 10 11 -13 -14
leaf_value=0.0013936030803039698 -0.0016441037664745048 -0.0017724314389279104 -0.0022093939626120947 -0.0020979291329862554 0.0028244350536737214 -0.0013682388335412624 0.00098585073830326697 -0.00063265105647974116 0.0016817419074765217 0.0010363212393064661 -0.0028838196695323125 -0.00012261932693749501 0.0028716784874265691
leaf_weight=0.0014746311532621908 0.0010497966820662832 0.0011146515681133987 0.001364867081306162 0.0011215695255563105 0.0016393618255241549 0.0013186599783117092 0.0010206010725216236 0.0013889603890444024 0.0011473528857469939 0.0013161294239208352 0.0010352122287336576 0.0013680757651575726 0.0013022732926892544
leaf_count=252 101 108 436 72 88 84 94 234 206 340 812 179 115
internal_value=0 9.29696e-05 -3.37308e-05 0.000104473 0.000295935 0.0010035 0.000410079 0.00104184 -0.000461382 2.88418e-05 -0.000481039 -0.001312 0.0020431
internal_weight=0 0.0166123 0.0151377 0.0140231 0.0129015 0.00666986 0.00503049 0.00371183 0.00623164 0.00486677 0.00371942 0.00240329 0.00232287
internal_count=3121 3020 2768 2660 2588 615 527 443 1973 1537 1331 991 209
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=23
num_cat=0
split_feature=38 40 42 39 453 484 43 3 133 157 3 0 160 150 1213 160 51 1 2 4 15 0
split_gain=0.000400933 0.000450057 0.000793079 0.000836251 0.000335638 0.000340106 0.00037919 0.000437699 0.000621444 0.000441745 0.000436128 0.000364757 0.000421397 0.000373272 0.00033905 0.000325303 0.000276134 0.000279679 0.00023744 0.000214122 0.000195553 9.28543e-05
threshold=0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.091820000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.24789500000000006 0.13524500000000003 0.088525000000000006 -0.082189999999999999 -0.15447499999999995 -0.23091999999999999 0.08733500000000001 0.12187000000000002 -1.0000000180025095e-35 -0.080409999999999995 0.045645000000000005 0.10752500000000002 0.11389000000000002 -0.055319999999999994 -0.055554999999999993 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
left_child=1 2 -1 4 5 -4 7 8 9 -7 21 -12 13 14 -13 -16 17 19 -9 -17 -19 -11
right_child=-2 -3 3 -5 -6 6 -8 18 -10 10 11 12 -14 -15 15 16 -18 20 -20 -21 -22 -23
leaf_value=-0.0012049688360753288 -0.00086683326680329052 0.0010335448798792207 -0.00063371541941062285 0.0013566387607434462 -0.00087234040710312908 -0.00091154361155951062 -0.00085899009020822209 0.0013270644332016776 -0.001088179939972699 0.0012261942060416209 0.00076650264522492217 -0.00065518463229519662 -0.00083484359420325695 -0.00072454505206929196 -0.00041082852490326177 0.00037652072374831928 0.0011031979798547121 0.00027644078369095591 0.00032694932481938335 -0.00042100933355759297 0.0011874448863344956 0.00053810457636388454
leaf_weight=0.0013776510847842696 0.0013668953350407511 0.0011005345207835129 0.0018708610348791002 0.0012038153147586458 0.0011304759021286684 0.0010117110416283373 0.00105757813364482 0.001082114361723451 0.0011774046546713371 0.0010126523838564936 0.0017741560093966673 0.0010654087760779149 0.0014291800633927662 0.0012753196139101428 0.0013756991670236286 0.0018537666473090681 0.0013348356551976526 0.0012778860830222616 0.0014204271479594244 0.0016429833633112663 0.0011658483506016282 0.0010170402692963876
leaf_count=142 57 39 483 116 75 157 149 41 479 49 50 341 103 16 171 211 61 58 94 139 28 62
internal_value=0 2.48576e-05 -1.54262e-05 4.71722e-05 -1.59443e-05 2.46571e-05 8.07108e-05 0.000128224 4.24432e-05 0.000119675 0.000183977 8.42552e-05 -1.31943e-05 9.3639e-05 0.000201029 0.000306475 0.000442111 0.000293564 0.000759405 1.79316e-06 0.000711059 0.000881406
internal_weight=0 0.0286573 0.0275568 0.0261792 0.0249753 0.0238449 0.021974 0.0209164 0.0184139 0.0172365 0.0162248 0.0141951 0.0124209 0.0109917 0.00971643 0.00865102 0.00727532 0.00594048 0.00250254 0.00349675 0.00244373 0.00202969
internal_count=3121 3064 3025 2883 2767 2692 2209 2060 1925 1446 1289 1178 1128 1025 1009 668 497 436 135 350 86 111
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=14
num_cat=0
split_feature=1 376 12 50 12 160 51 12 49 12 1 4 151
split_gain=8.8657e-05 0.000141023 0.000224831 0.000113635 0.000179094 0.000167365 0.00026188 0.000182608 7.63198e-05 0.000138658 0.000218221 0.00034381 0.000100012
threshold=0.13686500000000004 0.048375000000000008 0.11650500000000001 0.083640000000000006 0.10345000000000001 -0.081069999999999989 -0.031924999999999995 -0.015429999999999998 -0.047584999999999995 0.092355000000000007 0.094825000000000007 -0.083854999999999985 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 12 10 11 -10 -9
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 -12 -13 -14
leaf_value=0.0015376715144002633 0.0011647388822040149 0.0016905686974668407 -0.0027453898535245522 -0.0018258985205325609 0.002190172116096306 -0.0028653563744183114 -0.0020794207213829172 0.0023650282368430251 0.0011176893055455711 -0.0019268212451008363 0.0018999074810288987 -0.0030716932065819494 4.6592568587064066e-05
leaf_weight=0.0015540478283877527 0.0017801428909106206 0.0011967842664527334 0.0010665776978389116 0.001080630904917273 0.0010993476341403805 0.0011890530494539217 0.0012192507200801143 0.0010283550961828758 0.0013750780699786488 0.0010615870584350789 0.001629138624944737 0.001075937525683442 0.0012957863446959421
leaf_count=379 169 141 118 523 156 322 130 66 246 254 83 454 80
internal_value=0 -0.000141695 -0.000291123 -9.87636e-05 5.02193e-05 -0.000155635 -0.000422136 -8.76427e-05 0.000237634 -0.000139703 0.000325275 -0.00072135 0.00107242
internal_weight=0 0.0158716 0.0146748 0.0136082 0.0125276 0.0114282 0.00987419 0.00868513 0.00746588 0.00514174 0.00408015 0.00245102 0.00232414
internal_count=3121 2952 2811 2693 2170 2014 1635 1313 1183 1037 783 700 146
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=20
num_cat=0
split_feature=1374 133 3 457 484 1213 448 160 11 4 0 15 42 15 0 51 1 47 4
split_gain=0.000422148 0.000336554 0.000378158 0.00031525 0.000452824 0.000239867 0.000269873 0.00029543 0.000335733 0.000207368 0.000270975 0.000253948 0.00085963 0.000324711 0.000332013 0.000187609 0.000209996 0.000328448 0.000140395
threshold=-0.094929999999999987 0.10622000000000002 0.16158000000000003 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22361499999999998 0.088215000000000002 -0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 0.081660000000000024 -0.016799999999999995 -0.053834999999999994 0.045645000000000005 0.094385000000000011 0.092530000000000015 -0.00027999999999999998
decision_type=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 -8 9 -9 11 13 -13 14 15 16 -11 -18 -4
right_child=1 -3 18 -5 5 6 7 8 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00089777489323788627 -0.00087681838919732261 -0.00071227364485098471 0.0010185958703286255 0.000734203195112838 -0.00064915958326421509 -0.00052152187017033449 -0.00055018362176676003 -0.00038802136836159747 -0.00055327746705207607 -0.00035338683145757371 0.00081141753057682611 -0.0011177166131299573 0.0006264529546171297 0.00090719901282883795 -0.00036948040987223619 0.0008306989747083912 0.00092902612466667272 -2.2113588212724673e-05 0.00029005320431283685
leaf_weight=0.0011018858880280638 0.0012838149124091277 0.0012546221317076547 0.0010513065833190893 0.0011837061317218059 0.0010841832600971815 0.0015692591731930597 0.0013232906429410099 0.0010608369638500587 0.0012604283369277445 0.0010654290222115968 0.0017720587615066572 0.0011676562951554734 0.0012332364836602494 0.0015969438839955712 0.0017590685588126931 0.0013442129819729587 0.0013737452227786107 0.001755175473624207 0.0012048693624551179
leaf_count=55 411 432 48 90 409 75 246 74 96 274 49 236 97 103 91 58 122 57 98
internal_value=0 2.33804e-05 6.16949e-05 3.01608e-06 -3.88986e-05 1.66503e-05 5.61365e-05 0.000110378 0.00016718 0.000231454 0.000281744 0.000198648 -0.000221811 0.000312141 0.000181925 0.000357053 0.000205258 0.000395482 0.000629531
internal_weight=0 0.0253438 0.0240892 0.021833 0.0206493 0.0193655 0.0182813 0.0167121 0.0153888 0.0141284 0.0130675 0.0112955 0.00240089 0.00889458 0.00729763 0.00553856 0.00419435 0.00312892 0.00225618
internal_count=3121 3066 2634 2488 2398 1987 1578 1503 1257 1161 1087 1038 333 705 602 511 453 179 146
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=21
num_cat=0
split_feature=1213 1374 457 484 133 160 448 42 4 11 2 4 4 0 1 43 0 13 43 2
split_gain=0.000430489 0.000422084 0.00036688 0.000354394 0.000327778 0.000341815 0.000345457 0.00028075 0.000305216 0.000619854 0.000379068 0.000389916 0.000371308 0.000316693 0.000414294 0.000353149 0.000263458 0.000393278 0.000172507 0.000119299
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -0.26568499999999995 -1.0000000180025095e-35 -0.11466499999999999 0.42051500000000003 0.080455000000000013 0.097845000000000015 -0.27825499999999997 -0.083854999999999985 -0.11991499999999998 0.095285000000000022 -0.074359999999999996 -0.17169499999999996 -0.28558999999999996 -0.074359999999999996 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 10 11 -9 -13 19 -15 -16 -12 -18 -19 -14
right_child=1 2 -4 4 -6 6 7 8 -10 -11 16 12 13 14 15 -17 17 18 -20 -21
leaf_value=-0.00083749314286150141 -0.00084363745367253091 -0.00064699920697927832 0.00077326299810150643 -0.00071277314376627296 -0.00067838493174138725 -0.00046482949033755386 -0.00036601585067894772 -0.00068736912799050476 0.00086868867519488617 -0.00082165074125451312 -3.8270664131844779e-05 0.0010212067498203137 0.00092603478945112346 -0.00085285909863354282 0.00062537943297552763 -0.00033132190712756863 0.0013577966461347055 0.00091292753142883031 0.00015359190798015833 0.00022008683638883249
leaf_weight=0.0012710691553218237 0.0011231224117871355 0.0015551700736573379 0.0014787375011164885 0.0010119147507459117 0.00117042267313927 0.0017446104331444437 0.0016196340296993341 0.0011530261393026759 0.0016276035735897218 0.0011538256425804869 0.0011081043497149778 0.00106114349534358 0.001004479415991349 0.0012097676153662766 0.0016302889345274352 0.0016455988878263383 0.0015049818374626156 0.0010001317952816891 0.0017395564073340317 0.0010281757339596354
leaf_count=491 55 464 102 202 303 85 82 48 191 111 24 96 29 405 74 39 50 113 122 35
internal_value=0 3.04091e-05 6.89855e-05 2.5535e-05 7.21995e-05 0.000113555 0.000154886 0.000213371 0.000269007 0.000204958 0.000289055 0.000101933 0.000222006 9.19005e-05 -0.000124271 0.000144793 0.000594324 0.000759467 0.00043079 0.000568946
internal_weight=0 0.0265703 0.0254472 0.0239684 0.0224133 0.0212428 0.0202309 0.0184863 0.0168667 0.0152391 0.0140853 0.00873248 0.00757945 0.00651831 0.00448566 0.00327589 0.00535277 0.00424467 0.00273969 0.00203266
internal_count=3121 2630 2575 2473 2009 1706 1504 1419 1337 1146 1035 726 678 582 518 113 309 285 235 64
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=23
num_cat=0
split_feature=52 1374 52 376 2 14 0 131 52 159 3 48 2 0 15 151 15 0 15 1 1 43
split_gain=0.000474539 0.000441915 0.000542253 0.000392192 0.000449822 0.000455798 0.000448994 0.000307365 0.000292021 0.000285706 0.000284883 0.000675511 0.000400333 0.000254577 0.000625678 0.000322984 0.000241653 0.000272939 0.000257337 0.000408965 0.00019832 0.000117098
threshold=-0.40306999999999998 -0.094929999999999987 -0.057699999999999994 0.088470000000000007 0.14838000000000004 -0.10708499999999999 0.12500000000000003 0.088845000000000021 0.096795000000000006 0.10477000000000002 -0.12018999999999998 -0.032929999999999994 0.090545000000000014 -0.10607499999999999 -0.015744999999999999 -0.072119999999999976 -0.095244999999999982 -0.14226499999999997 -0.016799999999999995 0.077845000000000011 0.095025000000000012 -0.020444999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 5 -4 7 10 -8 16 11 -7 -13 14 15 -12 -3 -18 -19 -20 21 -15
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 13 12 -14 20 -16 -17 17 18 19 -21 -22 -23
leaf_value=-0.00073016125441376437 -0.00080405668578417743 0.0010159494653971656 -0.00099961247050242737 0.00064472617780536394 0.00073074034185644692 0.0012893090105497574 -0.0010578076440016055 -0.00069315551025332894 -0.00012967151254090464 -0.00025442426539886142 -0.00088823761703259196 -0.00058927036490061594 0.00058618025985085573 -0.00028736128568964152 0.00078003039313794106 9.1287568598646677e-05 -0.0002740920197884559 1.805800881862203e-05 0.00011436953283282993 0.0012688385434155502 -5.2404120249266272e-06 -0.00095709801978801333
leaf_weight=0.0016881498173752637 0.0011821996485714683 0.0014405155113444978 0.0011887633025242641 0.0014757631478837787 0.0011799520358763962 0.0011446520762632417 0.0014250275783622693 0.0011338125350512105 0.0012459040651648934 0.0011222926368381625 0.0010242988782256379 0.0011926593612576692 0.0010850444868815146 0.0010017762915803244 0.0018888537908559001 0.0018564312766131685 0.0010368470031596466 0.0012447714994818782 0.0010164376206504558 0.0014746039234010411 0.0019444661389856899 0.0010468544738016904
leaf_count=324 54 94 48 39 83 24 30 297 17 151 52 64 53 496 46 123 54 156 61 68 127 660
internal_value=0 3.40557e-05 7.05234e-05 -4.97836e-05 -0.000105612 -0.000163059 -0.000100866 4.21526e-06 -0.000624862 0.00039582 6.91053e-05 0.000411717 -2.93134e-05 -6.47053e-05 0.000153685 -0.000257001 0.000513274 0.000361553 0.000537972 0.000797772 -0.000325563 -0.000629598
internal_weight=0 0.0283519 0.0271697 0.0198343 0.0183585 0.0171785 0.0159898 0.0133188 0.00267093 0.00733547 0.012185 0.00342236 0.0022777 0.00876268 0.00476958 0.00288073 0.00621318 0.00477266 0.00373581 0.00249104 0.0039931 0.00204863
internal_count=3121 2797 2743 2159 2120 2037 1989 1942 47 584 1645 141 117 1504 221 175 433 339 285 129 1283 1156
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=22
num_cat=0
split_feature=1374 457 484 133 38 3 1213 457 0 15 0 133 52 4 0 0 12 1 16 12 16
split_gain=0.000441602 0.000429629 0.000344861 0.000355161 0.000381477 0.00067782 0.00029 0.000248597 0.000287336 0.000530088 0.000384377 0.000288477 0.000628653 0.00027503 0.000243905 0.000354199 0.0002281 0.000204747 0.000194407 0.000167032 0.000127081
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 -1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 -0.074824999999999989 -0.006494999999999999 0.11434500000000002 -0.014149999999999998 -0.053834999999999994 -0.026509999999999995 0.051320000000000005 0.095285000000000022 -0.25582999999999995 0.10673000000000001 -0.48836499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 20 17 -12 14 -11 -13 -16 -17 -10 -15 -18 -9
right_child=1 -3 3 -5 -6 -7 7 8 10 13 11 12 -14 18 15 16 19 -19 -20 -21 -22
leaf_value=-0.00093273300047719179 -0.0007115800291286014 0.00089363395870682542 -0.0007164353236834176 -0.00080485994384669763 -0.0007888374246802554 0.0010641448834291937 -0.00051676408905155938 0.0002228513791579693 -0.00098258009517756552 0.00010758579828424378 0.00081560823465010252 0.00092178758092594014 -0.0010907961616532934 0.00058348673047914975 -0.00071059709772526266 0.00074420752546373598 -0.00041921979316774006 -0.00010116133258859251 0.0014492008672258663 0.00041342644075872368 -0.00054720989388836274
leaf_weight=0.0012125147300157115 0.0016152497534230167 0.0013910115199817765 0.0011594804859601507 0.0011730767141260581 0.0011781291705688082 0.0017823407285939554 0.0015107883880263176 0.0010026959119220358 0.001260560020546842 0.0010204302495457895 0.0014153139966304185 0.0010477562842177157 0.0010507730060960174 0.0011422181257074726 0.0010914737946236819 0.0016905158694131162 0.0012256394731124942 0.001365232136213812 0.0014821675500766773 0.0011721463659597475 0.0011376042599657854
leaf_count=55 482 104 408 365 53 115 132 39 582 50 92 99 55 44 78 88 77 82 51 19 51
internal_value=0 4.01683e-05 -6.34481e-06 4.13009e-05 8.49605e-05 0.000132715 4.87632e-05 9.64247e-05 0.000150586 0.000436492 4.46507e-06 0.000164172 3.74964e-05 0.000802293 0.000227873 8.75097e-05 0.000300584 -0.000524303 0.00107241 -1.21846e-05 -0.000186449
internal_weight=0 0.0269146 0.0255236 0.0239083 0.0227353 0.0215571 0.0197748 0.0186153 0.0171045 0.00578512 0.0113194 0.00869362 0.0072783 0.00364482 0.00622753 0.00517978 0.0040883 0.00262579 0.00262439 0.00239779 0.0021403
internal_count=3121 3066 2962 2480 2115 2062 1947 1539 1407 235 1172 508 416 145 361 262 184 664 95 96 90
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=14
num_cat=0
split_feature=2 3 50 131 42 49 15 49 1 15 0 16 13
split_gain=8.34178e-05 0.000123446 0.000115551 9.54219e-05 0.00010386 0.00021258 0.000277785 0.000181187 0.000149014 0.000197796 0.000163316 0.000214534 0.000147849
threshold=0.12358500000000001 0.12178000000000001 0.082725000000000007 0.087395000000000014 0.092860000000000012 -0.0020949999999999996 -0.036009999999999993 -0.047584999999999995 0.111945 -0.10203999999999998 -0.10151999999999999 0.0013750000000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 -7 -11 -12 -13
right_child=1 -3 -4 -5 -6 8 -8 -9 -10 10 11 12 -14
leaf_value=0.0016474811719194517 0.0026286696783718397 -0.00016189720459802999 -0.0022374604481526705 -0.0017569955154459053 -0.0016225363734979651 -0.0016798104235388432 -0.0030132499227971806 -0.0016448806937808243 0.0025487349061961268 0.0029316182859667464 -0.0016612275760382413 4.3707720509148013e-06 0.0032058821038528414
leaf_weight=0.0016433376264767957 0.0010886988218418705 0.001437474354054058 0.001001983136313723 0.0011665781935081354 0.0012310958727210298 0.0013432135742512839 0.0014961155476915259 0.0010841901389216785 0.0016675612262202766 0.0012953483794138103 0.0013200844962832983 0.0011987419799937629 0.0010641330093588211
leaf_count=157 203 112 535 344 310 150 171 73 80 88 615 102 181
internal_value=0 0.00104075 -0.000184251 -4.24715e-05 0.00010742 0.000283247 -0.000848596 0.00033877 0.000889211 0.000444407 0.0010293 0.000341551 0.0015099
internal_weight=0 0.00252617 0.0155124 0.0145104 0.0133438 0.0121127 0.00422364 0.00272753 0.00788908 0.00622152 0.00487831 0.00358296 0.00226287
internal_count=3121 315 2806 2271 1927 1617 401 230 1216 1136 986 898 283
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=23
num_cat=0
split_feature=1374 457 484 1213 38 40 42 43 3 39 48 4 160 457 0 43 48 43 2 47 13 2
split_gain=0.000353545 0.000374082 0.000381085 0.0003772 0.0003306 0.000367216 0.000765008 0.000494547 0.000481191 0.000424381 0.000394595 0.000289505 0.000439797 0.000329259 0.000624597 0.000397478 0.000314213 0.000285108 0.000257079 0.000194876 0.000288166 0.000318954
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.084835000000000008 0.051255000000000002 -0.12995999999999999 0.24789500000000006 0.16158000000000003 0.085060000000000011 0.11951500000000001 0.49041500000000005 -0.091944999999999985 -0.0029299999999999994 -0.10607499999999999 -0.074359999999999996 0.083685000000000009 -0.090869999999999992 0.079055000000000014 0.092165000000000011 -0.091904999999999987 -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
left_child=-1 2 -2 -4 5 6 -5 8 9 10 11 12 -8 -14 16 17 18 -16 -15 20 -17 -22
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 14 15 19 -18 -19 -20 -21 21 -23
leaf_value=-0.00082378414181836839 -0.00073370466659239528 0.00081300088305216343 -0.00080832894048772218 -0.0011887383370709965 -0.00071801788033247613 0.00099762864486734764 -0.00080419963008631224 -0.00088346610285390764 0.001076728747587798 0.00098140401680188037 -0.00084166795679917455 0.00089371482358662196 -0.00064055991255918931 0.00087915190155698889 -5.4080391258260048e-05 0.00019125346897227638 0.0014050471453449572 0.00089693424665251195 -9.4946090920517692e-05 0.00024515179918042722 -0.00015817840466338741 -0.0012792805441927835
leaf_weight=0.0011950098554915902 0.0016166868295004874 0.0012966731038012149 0.0011789487216704022 0.0010521127389394027 0.0011553376956419106 0.0010294542048170366 0.001217631830729927 0.0010279576324846709 0.0013247716534086065 0.0012380001020216849 0.0010420216076539876 0.0010420866123972425 0.0010968003328297735 0.0013945345810668589 0.0014738422516673566 0.0010037691541029351 0.0011344664694377116 0.0014240289306177729 0.0011243249897985308 0.0011034034486494537 0.0010538674893609771 0.0013050003738580285
leaf_count=55 482 104 471 94 49 39 264 142 109 192 42 55 78 20 142 34 33 148 66 37 22 443
internal_value=0 1.91628e-05 -2.1947e-05 2.71808e-05 7.14647e-05 0.000114717 6.94045e-05 0.000139049 0.000197514 0.000127574 5.90053e-05 0.000124299 6.4157e-05 0.000151439 0.000230285 -2.39181e-05 0.000742676 0.000413253 0.000444351 -0.000307585 -0.000488957 -0.000778408
internal_weight=0 0.0263357 0.025039 0.0234224 0.0222434 0.0210881 0.0200586 0.0190065 0.0179785 0.0166538 0.0154158 0.0143738 0.0133317 0.012114 0.0110172 0.00736391 0.00365333 0.00289787 0.00251886 0.00446604 0.00336264 0.00235887
internal_count=3121 3066 2962 2480 2009 1960 1921 1827 1685 1576 1384 1342 1287 1023 945 826 119 290 86 536 499 465
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=13
num_cat=0
split_feature=11 2 49 49 52 13 12 3 12 47 52 4
split_gain=8.42705e-05 0.000101808 0.000310176 0.000171899 0.000166422 0.000186319 0.000180501 0.000118094 0.000237393 0.000252218 0.000184702 0.000148101
threshold=0.088215000000000002 0.11510000000000002 0.005085000000000001 0.0043850000000000009 0.11434500000000002 -0.084034999999999985 0.090840000000000018 -0.13309499999999996 0.10345000000000001 0.092530000000000015 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -7 9 10 -9 -12
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 11 -13
leaf_value=-0.00052973606741265808 -0.0015968550429707052 0.0027516899043164918 -0.00095215121796812872 0.0018787921375796972 -0.0026011399623744702 -0.0019857509282759324 0.0024951617786306652 -0.0023565857857593049 0.0023865469000895478 -0.003283298711535937 0.001675202567381327 -0.00064491982092278915
leaf_weight=0.001207927772408233 0.001092913531644423 0.0017024925872558402 0.0014553010878797651 0.0013366062208306226 0.0010392227823042147 0.0016482353047626583 0.001579939380218276 0.0010087051578517589 0.0010242460276360943 0.0010633684420729567 0.0018491056320120445 0.0019739496153282536
leaf_count=427 112 275 154 502 314 110 81 183 87 96 661 119
internal_value=0 9.10046e-05 0.00104474 -0.000128326 -0.000344767 -0.00013827 0.00118453 -0.000568705 -0.000231156 -0.000685968 -0.00011435 0.000477259
internal_weight=0 0.0168891 0.00315779 0.0137313 0.0123947 0.0113555 0.00278787 0.00856761 0.00691937 0.00589513 0.00483176 0.00382306
internal_count=3121 3009 429 2580 2078 1764 508 1256 1146 1059 963 780
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=24
num_cat=0
split_feature=1374 457 151 14 484 13 13 1 12 475 448 4 160 2 11 0 4 47 1 1 2 3 1
split_gain=0.000407205 0.000479544 0.000383437 0.00050741 0.000376043 0.000577463 0.000386811 0.000599454 0.000663156 0.000488367 0.000453257 0.000406586 0.000405565 0.000430857 0.00045681 0.000522526 0.000301064 0.000281251 0.00034538 0.000260866 0.000216223 9.99002e-05 7.23703e-05
threshold=-0.094929999999999987 0.091015000000000013 0.13340000000000005 0.076175000000000007 -0.0068949999999999992 -0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 0.092355000000000007 -0.07409499999999998 -1.0000000180025095e-35 -0.070499999999999993 -0.030779999999999998 1.0000000180025095e-35 0.081365000000000007 -0.20211999999999997 -0.49013999999999996 0.13148500000000005 0.11588000000000001 0.111945 0.090545000000000014 0.090900000000000009 0.099195000000000019
decision_type=2 2 2 2 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 8 11 -9 -11 16 19 17 15 -15 -8 18 22 -12 -18 -17 -14
right_child=1 -3 -4 -5 5 6 7 9 -10 10 12 -13 13 14 -16 21 20 -19 -20 -21 -22 -23 -24
leaf_value=-0.00086328389568665783 -0.00074484222780357701 0.00082833144686492329 0.00089532793953726441 -0.0010606724294458924 -0.0011188384918332692 0.00092875933669447832 -0.00048364197256059704 0.0010301836267768705 -0.0013719299602807345 -0.00078823617410589755 -0.00088891355047096283 -0.00081150920743145013 -0.00049464236043071652 0.00015704898598504195 -0.0002921219663349629 0.0015461668624268457 -1.2870682060762118e-05 -0.00063295606169884216 0.00071030151514976886 0.00014300992627071013 0.000944063543756235 0.00093480352405287954 6.0391936380943275e-05
leaf_weight=0.0013068743274278196 0.001601573669447103 0.0016504826497913952 0.0010316815995468067 0.0011703910973248624 0.0010036501362833327 0.0012135025564425838 0.0011145771414930936 0.0015022721150502747 0.0012738535403058887 0.0012439351808755114 0.0012165519547051593 0.0014198018715652272 0.0010466208245386577 0.0015723547568740059 0.0010213178616140794 0.0014965222736887385 0.0010578871089256814 0.0012480831255459179 0.0018051359534272393 0.0011289963974858708 0.001209941445635021 0.0011148154743025884 0.0012115627332325296
leaf_count=55 457 104 36 96 30 41 17 126 419 42 117 355 264 37 70 119 406 17 82 73 32 54 72
internal_value=0 1.87302e-05 -2.95005e-05 -6.52713e-05 -1.959e-05 2.90074e-05 7.93196e-05 3.17829e-05 -0.000380218 0.00019217 0.000102922 -0.000117153 0.000189109 0.000318765 0.000634887 0.000861187 0.000174311 8.97591e-06 0.000206151 -0.000392212 0.000497677 0.00128517 -0.000196855
internal_weight=0 0.0293555 0.027705 0.0266733 0.025503 0.0239014 0.0228977 0.0216842 0.00607606 0.0156082 0.0141059 0.00480221 0.012862 0.0105164 0.00520501 0.00418369 0.00338241 0.0053114 0.00406332 0.00234555 0.00226783 0.00261134 0.00225818
internal_count=3121 3066 2962 2926 2830 2373 2343 2302 1229 1073 947 810 905 715 280 210 455 435 418 190 438 173 336
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=15
num_cat=0
split_feature=1 2 47 2 16 2 0 3 160 42 48 2 2 2
split_gain=8.69263e-05 0.000159434 0.000169123 0.000123984 0.000172137 0.000168749 0.000377668 0.000135578 0.000111978 0.000109028 0.000101104 0.000137314 0.00024726 0.000202382
threshold=0.094385000000000011 0.13754500000000003 0.13148500000000005 0.11215000000000001 -0.5315899999999999 -1.0000000180025095e-35 -0.10607499999999999 0.11924500000000002 0.086075000000000013 0.086665000000000006 0.083985000000000018 0.096540000000000015 0.084245000000000014 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -7 -5 9 10 11 12 -1 -13
right_child=1 -3 -4 7 5 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.00059070611879223427 -0.00074067873338363977 0.0021506000029048126 -0.0016739272419233544 0.00073719589150594736 0.0029934840635923898 0.0024301380283674582 -0.0012779672267197086 -0.0016791895512790619 -0.0017299152584834532 -0.0015150699643906227 0.0015238057436906692 0.0023185964242449135 -0.0027249461583875576 -0.00075368716410925349
leaf_weight=0.0011566063819824501 0.0013715514418350958 0.0010580265782814133 0.0011945299178854896 0.0010656856971442696 0.00110480806592684 0.0014637302842371866 0.001320849607569727 0.0013066073205347806 0.0013304864813910161 0.0011895929468122221 0.0011042973773446943 0.0010472864455897402 0.0011182163974304063 0.0011233706016402639
leaf_count=284 48 159 39 126 139 101 270 61 246 735 169 73 558 113
internal_value=0 0.00030628 8.52347e-05 0.000360527 0.000790811 0.00133088 0.000671219 -0.000593697 -0.000396972 -0.000133823 0.000162247 -0.000175977 -0.00103914 0.000728611
internal_weight=0 0.00988579 0.00882776 0.00763323 0.00526094 0.00388939 0.00278458 0.00237229 0.00806986 0.00673937 0.00554978 0.00444548 0.00227482 0.00217066
internal_count=3121 943 784 745 558 510 371 187 2178 1932 1197 1028 842 186
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=14
num_cat=0
split_feature=124 4 47 4 12 133 484 151 13 4 1 151 3
split_gain=8.56512e-05 0.000150102 0.000112464 0.000119856 0.000241192 0.000148445 0.000165629 0.00018043 0.000142651 0.000168698 0.000135543 7.69275e-05 0.000175229
threshold=0.0049200000000000008 -0.49405499999999997 0.11893500000000001 0.24564500000000003 0.09857500000000001 0.083950000000000011 0.084040000000000017 -0.075199999999999989 -0.10664 0.0061450000000000003 0.086920000000000011 -0.00099499999999999979 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9 10 -10 -5 -13
right_child=-2 2 -4 11 -6 -7 -8 8 9 -11 -12 12 -14
leaf_value=-0.0019188092220382732 0.0015382057175874081 0.0015292642370261925 -0.0014723136682984258 -0.00021129298124100308 -0.0025941593991703404 0.00185988887210373 0.0018523626394569977 0.0007311385909248467 -0.0008988736076805025 -0.00011432468951824793 -0.0036329984033758624 -0.00018105102685209555 0.0025660975269060707
leaf_weight=0.0012975608349590209 0.0010373803457471012 0.0011269408700843881 0.0013677645666829727 0.0011839137510896158 0.001095127646446572 0.0013527835194196702 0.0010965072862847702 0.0012301318392558555 0.0010008990597217314 0.0017070385797380017 0.0012646686708206734 0.0011965157263538195 0.0017796133340496562
leaf_count=153 72 134 105 85 373 727 125 100 555 132 276 58 226
internal_value=0 -0.000105635 4.71195e-05 0.000195203 -0.000137772 0.000168649 -0.000139434 -0.000484478 -0.000920665 -0.00143215 -0.0024251 0.000985538 0.00146164
internal_weight=0 0.0166995 0.0154019 0.0140341 0.0098741 0.00877897 0.00742619 0.00632968 0.00520274 0.00397261 0.00226557 0.00416004 0.00297613
internal_count=3121 3049 2896 2791 2422 2049 1322 1197 1063 963 831 369 284
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=14
num_cat=0
split_feature=484 1 52 12 4 2 43 0 4 13 1 47 2
split_gain=8.49931e-05 0.000104713 0.000126325 0.000145787 0.000143212 0.000165633 0.000131266 0.00014829 0.000155117 0.000170791 0.000153328 0.000212605 0.000217747
threshold=-0.0068949999999999992 0.13686500000000004 -0.081429999999999989 0.12477500000000001 0.0061450000000000003 0.092120000000000021 -0.15582499999999996 0.12500000000000003 -0.0016099999999999997 -0.051094999999999995 0.094385000000000011 0.093140000000000014 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 8 9 -8 -10 12 -12
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 11 -13 -14
leaf_value=-0.0015306830712690544 -0.0014165149453368503 0.0015009277286036676 0.0014121661762688089 -0.0024572145748109429 0.0027699586285505132 0.0017252343183789133 -0.00030240213675448475 -0.0023933476920065646 -0.0022645603192020811 0.0029858461950891643 0.0026947829695378313 -0.0019873825875230907 -0.00075473795008732978
leaf_weight=0.001188373769366302 0.0011789457247882345 0.0016652668414846574 0.0015925816611142016 0.001039831959064764 0.0010335727831909947 0.0011506420693996322 0.0012119023644856309 0.001154669382120499 0.0015035518401208285 0.0010007750210391936 0.0012519629539533006 0.0012953256869367991 0.0012886334155216561
leaf_count=503 253 162 127 42 103 258 560 32 279 520 100 79 103
internal_value=0 0.000100905 -5.76684e-05 -0.000355046 0.00094497 0.000135274 -0.00014281 -0.000427234 -0.00012663 0.00118484 -0.000670104 -4.51312e-05 0.000945128
internal_weight=0 0.0163677 0.0147024 0.0113392 0.00336316 0.00232959 0.0102994 0.00870682 0.00755215 0.00221268 0.00533947 0.00383592 0.0025406
internal_count=3121 2618 2456 1842 614 511 1800 1673 1641 1080 561 282 203
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=23
num_cat=0
split_feature=1213 1374 457 3 484 133 1132 1 14 48 42 1 47 133 15 3 0 13 1 2 1 47
split_gain=0.000510866 0.000357445 0.000393072 0.000300731 0.000436078 0.00032635 0.00035373 0.000336973 0.000456141 0.000410417 0.000342648 0.000400671 0.00052818 0.00036956 0.000483722 0.000549362 0.000314941 0.000591084 0.000238213 0.000159156 0.000135946 5.88485e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.30112000000000005 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 0.13686500000000004 0.062655000000000016 0.11951500000000001 -0.098769999999999983 0.12408500000000001 0.10813000000000002 0.083950000000000011 -0.03241999999999999 -0.10023499999999998 -0.11013499999999998 0.11596500000000001 0.087505000000000013 0.097070000000000004 0.095285000000000022 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
left_child=-1 -2 3 4 -3 6 -6 8 9 10 -8 12 13 14 15 -12 -16 18 19 -18 -17 -22
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 16 20 17 -19 -20 -21 21 -23
leaf_value=-0.00097998449583444071 -0.00082235622382106932 -0.00087819414009189783 0.00063369597557297254 0.0005628886247082427 -0.00085943242500636358 -0.00080968615552893522 -0.00071658661726265143 0.00063757647220985883 -0.00096736049666911719 -0.00088327320665415707 0.0011017130315162116 0.00090897006308761081 -0.00094261890305061659 0.00071847247795676092 0.00030518948830156827 -0.00029622482042338227 -0.00086450005029754513 0.00036660322950750622 -0.0013023818054381784 -0.0001128413042484312 0.00043710494657405867 -4.661135771292303e-06
leaf_weight=0.0013951775213291986 0.0013190328298815493 0.0015174359325084005 0.0014485734969720268 0.0012126613089846741 0.0010317473100773791 0.001206391942144113 0.0010951355815703714 0.0014247702732843584 0.0010459375314035837 0.0010040765170344903 0.001339573690632534 0.0010983988830898803 0.0010140310598013577 0.0016847969847115793 0.0014887871610085243 0.0013584982858443687 0.001117079218138875 0.0012874820889692273 0.001052029684395217 0.0010926930742476415 0.0014443688923448939 0.0010011419712068204
leaf_count=491 55 458 102 119 19 299 109 70 53 47 55 56 54 298 40 198 213 22 220 43 71 29
internal_value=0 -0.000111235 -7.51101e-05 -0.000116989 -0.000152367 -0.000101814 -6.03203e-05 -1.81448e-05 -6.96925e-05 -1.47153e-05 3.95398e-05 9.48217e-05 3.0396e-05 0.000107081 1.49599e-05 0.000330524 -0.000253856 -0.000436808 -0.000753927 -0.000492818 5.89519e-05 0.000256255
internal_weight=0 0.0272846 0.0259656 0.024517 0.0233044 0.0217869 0.0205805 0.0195488 0.018124 0.0170781 0.016074 0.0149789 0.0138805 0.0128665 0.0111817 0.00514358 0.00603807 0.00454928 0.0032618 0.00220977 0.00380401 0.00244551
internal_count=3121 2630 2575 2473 2354 1896 1597 1578 1508 1455 1408 1299 1243 1189 891 353 538 498 476 256 298 100
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=14
num_cat=0
split_feature=11 4 16 2 3 2 52 4 52 16 0 52 1
split_gain=8.36839e-05 9.66266e-05 0.000144979 0.000178027 0.00014292 0.000123474 0.000131169 0.00022408 0.000109218 0.000131744 0.000168758 9.89922e-05 6.78777e-05
threshold=0.088215000000000002 0.27287000000000006 -0.36241499999999999 0.10855000000000002 0.11296500000000002 0.10060500000000001 -0.088204999999999992 0.0082450000000000006 -0.077024999999999996 -0.15241499999999997 -0.057069999999999989 0.09086000000000001 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 6 7 -4 -8 -10 12 -5 -11
right_child=-2 4 3 11 -6 -7 8 -9 9 10 -12 -13 -14
leaf_value=-0.0020043206993235509 -0.0016157503349729116 0.0021648551035422397 -0.003207848562322852 0.00047401626946946672 -0.00057876364118280101 -0.0022659386864185209 0.0021292288990349805 0.00047943655404768628 0.001541471419189449 -0.0026544487916108934 0.00094307638919272161 0.0026861371066799087 -0.00058889400158718347
leaf_weight=0.0012829997641595594 0.0010709963431709815 0.001679300168759063 0.0010989165146890996 0.0017928648472922562 0.0010842713877822208 0.0010088070217451001 0.0010138354028723659 0.0011926255343583936 0.0014191665701367437 0.0010887868843340318 0.0015203006087703974 0.001153741806705022 0.0011199867350169812
leaf_count=136 112 202 355 257 116 171 87 50 58 1144 68 104 261
internal_value=0 8.36446e-05 -0.000119156 7.57562e-05 0.00108841 -0.000317983 -8.55255e-05 -0.00128881 0.000361951 1.39236e-05 -0.000567412 0.00134017 -0.00160708
internal_weight=0 0.0164556 0.013692 0.012409 0.00276357 0.00946243 0.00845362 0.00229154 0.00616208 0.00514824 0.00372907 0.00294661 0.00220877
internal_count=3121 3009 2691 2555 318 2194 2023 405 1618 1531 1473 361 1405
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=13
num_cat=0
split_feature=47 1 52 42 42 13 49 52 13 43 0 4
split_gain=7.55163e-05 0.000101293 0.000142213 0.00013432 0.000111537 0.000183236 0.000118316 0.000145481 0.000139061 0.0002123 0.000115231 0.000109525
threshold=0.13148500000000005 0.11230000000000001 -0.057699999999999994 0.093775000000000011 -1.0000000180025095e-35 0.086705000000000018 -0.069799999999999987 -0.07167999999999998 -0.084319999999999992 0.0068900000000000012 -0.14454499999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8 9 -9 -10 -4
right_child=-2 2 11 -5 5 -7 7 8 10 -11 -12 -13
leaf_value=-0.0016222710375751266 -0.0013696103794225499 0.0027287875545740628 -0.0014565598533000644 -0.0023196161251190024 -0.0016016244980736553 0.002508331293827683 -0.0012631941324367547 -0.0023561437741619505 0.0032487529178140614 0.0016719464406120836 0.0006798694206348381 0.0011159477387608129
leaf_weight=0.0014020997235494161 0.0014813685679074809 0.0012351384847197056 0.0010155029123861672 0.0010499307774631548 0.0015912409488757027 0.0012385496672888694 0.0017210121248844518 0.0010456983699421033 0.0011752032251290956 0.0010006284464292858 0.0016272981475979574 0.0017812398543766567
leaf_count=801 65 157 61 427 186 102 329 371 80 61 267 214
internal_value=0 0.000106189 0.000962097 -0.000184986 2.25002e-05 0.000267843 -7.21799e-05 0.000298258 0.000852469 -0.000386458 0.00175711 0.000181865
internal_weight=0 0.0158835 0.00403188 0.0118517 0.0108017 0.00939963 0.00816108 0.00656984 0.00484883 0.00204633 0.0028025 0.00279674
internal_count=3121 3056 432 2624 2197 1396 1294 1108 779 432 347 275
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=14
num_cat=0
split_feature=11 124 40 133 0 13 0 13 13 47 52 1 151
split_gain=7.49989e-05 0.00010848 0.000105612 0.000145742 0.000196212 0.000239817 0.000252114 0.000182217 0.000204686 0.000136355 0.000222393 0.000203982 9.53138e-05
threshold=0.088215000000000002 -0.043384999999999993 -0.063404999999999989 -0.032969999999999992 -0.053834999999999994 -0.10664 -0.074824999999999989 0.10935500000000002 -0.073839999999999975 0.092530000000000015 -0.0064899999999999992 0.094465000000000007 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 9 8 -6 10 12 -12 -7
right_child=-2 2 3 4 7 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0017657825243800594 -0.0017072924198299449 -0.0020187476479547246 0.0019943770558218973 0.0032810268882848656 -0.00041422054430123568 -6.37858166983203e-05 0.0030088353858622428 0.00035693601066282715 -0.0041929741378787348 -0.002611670911158802 -0.0010332586858636862 0.0027076173713838718 -0.0027489460596243701
leaf_weight=0.0014853951395955361 0.0010446260992424952 0.0010981134700488041 0.0014943806921094782 0.0010815136615145446 0.0011273489416192273 0.0010128354940130979 0.0010000828245379217 0.0016396663353805963 0.0013121658820564605 0.0010797209001875557 0.0010123203433619332 0.0015773172887169618 0.0012485343386599334
leaf_count=255 112 101 566 119 59 172 292 41 212 152 683 91 266
internal_value=0 9.08226e-05 -7.8612e-05 7.82043e-05 -0.000158614 0.000432547 -1.19418e-05 -0.00131977 -0.00244674 -0.000521327 -5.60657e-05 0.00124526 -0.0015463
internal_weight=0 0.0161694 0.014684 0.0135859 0.0120915 0.00801232 0.00693081 0.00407918 0.00243951 0.00593073 0.00485101 0.00258964 0.00226137
internal_count=3121 3009 2754 2653 2087 1775 1656 312 271 1364 1212 774 438
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=13
num_cat=0
split_feature=52 52 2 376 48 12 0 52 13 16 2 0
split_gain=7.61321e-05 0.000159043 0.000171156 0.000126329 0.000172912 0.000255727 0.000137174 0.000111965 0.000149336 0.000179409 0.000103368 5.75749e-05
threshold=-0.38533999999999996 -0.081429999999999989 0.092120000000000021 0.048375000000000008 -0.032929999999999994 0.095330000000000012 -0.014954999999999998 0.070205000000000017 -0.092094999999999982 -0.094359999999999986 0.11093500000000002 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 8 -6 -10 -9 -11
right_child=1 3 -4 -5 5 6 -8 10 9 11 -12 -13
leaf_value=-0.0014112818270752032 2.5950674368751258e-05 0.0015025535479358469 0.0030057660177750661 0.0016805018996928088 0.0010502438090099259 -0.0011309228594073937 -0.0040590746121341222 -0.0001076850010188935 -0.0031226396136569694 0.00072670307314197543 0.002137023262645788 -0.0012622083865352525
leaf_weight=0.0013030449377661726 0.0015115187177825529 0.0015433908015634054 0.0012897525519109942 0.0011937089625602892 0.0012533579232244033 0.0013423630194927053 0.0010138811890314514 0.0019534052159401391 0.0013077841132296125 0.0010296345357971859 0.0011930011795438511 0.001073172653191224
leaf_count=334 271 111 166 92 167 424 48 717 169 23 71 528
internal_value=0 0.000100149 0.00139791 -0.000181583 -0.000371402 -0.000655887 -0.00239089 -0.000132467 -0.000723365 -0.00137515 0.000743426 -0.000288343
internal_weight=0 0.015705 0.00280127 0.0129037 0.01171 0.0101666 0.00235624 0.00781036 0.00466395 0.00341059 0.00314641 0.00210281
internal_count=3121 2787 437 2350 2258 2147 472 1675 887 720 788 551
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=12
num_cat=0
split_feature=484 42 15 3 49 12 13 4 1 0 13
split_gain=7.73201e-05 9.44978e-05 0.000111062 0.000288194 0.000230554 0.00018906 0.000368853 0.00017262 0.000122364 0.000230552 0.00011758
threshold=-0.0068949999999999992 0.10256000000000001 -0.03241999999999999 -0.13927999999999999 -0.006494999999999999 0.051320000000000005 -0.084034999999999985 -0.046564999999999988 0.094385000000000011 -0.15202999999999997 0.0027400000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 -6 -5 -10 -11
right_child=1 -3 4 8 5 6 -8 -9 9 10 -12
leaf_value=-0.0014968070315901423 0.003353662454705498 -0.001473537800156187 -0.0022362624464537712 -0.0011467720544642854 0.00015426237219165139 0.0010481096498984308 -0.0031777738523850099 0.0033578013376279851 -0.0011377642577480563 0.0025135528772055392 0.0001034928121247328
leaf_weight=0.0011384310844279903 0.0012125478893616481 0.0012314053545747139 0.0016451711096747692 0.0016748287683330722 0.0013706059792438774 0.0017214526215097292 0.0012280821794514261 0.0010166326481106961 0.0015504847921470333 0.0019628181451602708 0.0010939971833465734
leaf_count=503 83 311 201 492 94 264 703 46 89 292 43
internal_value=0 9.30634e-05 0.000226321 0.000724329 -0.000308259 0.000286088 -0.000711399 0.00151853 0.000216827 0.000712517 0.00165102
internal_weight=0 0.015708 0.0144766 0.00749468 0.00698194 0.00533677 0.00294953 0.00238724 0.00628213 0.0046073 0.00305682
internal_count=3121 2618 2307 999 1308 1107 967 140 916 424 335
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=22
num_cat=0
split_feature=133 1374 1456 11 1213 12 14 457 150 0 3 15 0 0 47 16 1 47 4 43 16
split_gain=0.000408391 0.000437109 0.000435387 0.000393826 0.000415348 0.000467725 0.000510865 0.000339584 0.000418623 0.000487266 0.000238209 0.000554734 0.000313587 0.00037873 0.000397162 0.000303506 0.000301248 0.000324555 0.0002912 0.000253519 0.000259536
threshold=0.10622000000000002 -0.094929999999999987 -1.0000000180025095e-35 0.088215000000000002 -1.0000000180025095e-35 0.12757000000000002 0.076175000000000007 -0.0029299999999999994 0.081835000000000019 -0.10474999999999998 0.090900000000000009 -0.016799999999999995 -0.14116499999999996 -0.057069999999999989 0.099265000000000006 -0.061854999999999993 0.095285000000000022 0.093140000000000014 -0.062539999999999984 -0.15582499999999996 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
left_child=1 -1 -3 4 -4 6 7 -6 10 -10 12 15 -9 16 19 -12 -14 -18 -13 -15 -21
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 11 18 13 14 -16 -17 17 -19 -20 20 -22
leaf_value=-0.00084389996159996942 -0.00078283829834059431 -0.00080597641903898171 -0.0006824791439457422 -0.00057674505100152769 -0.00039571728550995207 0.0010879638191521126 -0.00081369335922409328 0.0010331522760167829 0.0011871247047963716 3.5348014233796353e-05 -8.5693408563624916e-05 -8.8895748292289076e-05 -0.00066412495605115902 0.00077620113103736728 0.0012268708997959256 -0.00098426468166402459 0.00067829324719502753 -0.00039148012582791876 0.00092472949550193473 0.00042033623994186477 -0.00056380594690795267
leaf_weight=0.0010829526435109918 0.0012822888719090228 0.0010762299044761994 0.0011087801422972046 0.0015533244335668153 0.0017046777979031749 0.0010949115578446902 0.0010274528433233945 0.0010092443157494408 0.0018273941257926918 0.0011888060428248961 0.0017214734165189594 0.0010438887499493177 0.0013213121637550918 0.0011259247490897906 0.0010617446984042544 0.0012889887820044521 0.0011923046020101413 0.0010422073327865794 0.001188540283735052 0.0011068460387189524 0.0010003547978220118
leaf_count=52 435 264 399 109 206 49 49 51 104 153 89 57 703 16 17 46 86 49 20 71 96
internal_value=0 2.68502e-05 6.50517e-05 0.000104759 0.000152758 0.000196971 0.000147827 0.00020031 0.000259661 0.000733163 0.000158392 -7.81905e-05 0.000298391 0.000203934 0.000483789 -0.000470434 -0.000134086 0.000179336 0.000450756 0.000239764 -4.68671e-05
internal_weight=0 0.0257674 0.0246844 0.0236082 0.0220549 0.0209461 0.0198512 0.0188237 0.017119 0.0030162 0.0141028 0.00524289 0.00885994 0.00785069 0.00429487 0.00301046 0.00355582 0.00223451 0.00223243 0.00323313 0.0021072
internal_count=3121 2686 2634 2370 2261 1862 1813 1764 1558 257 1301 212 1089 1038 200 135 838 135 77 183 167
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=14
num_cat=0
split_feature=43 42 40 48 4 3 3 150 49 12 2 16 1
split_gain=7.61755e-05 0.000162436 0.000199067 0.00018785 0.000141254 0.000135808 0.000210522 0.000283142 0.000218 0.00020086 0.000164257 0.00011087 7.41028e-05
threshold=0.18116500000000002 -0.12995999999999999 -0.013874999999999998 0.12649500000000002 -0.27825499999999997 -0.10023499999999998 0.090900000000000009 0.081835000000000019 -0.0020949999999999996 0.084100000000000022 0.086885000000000004 -0.073849999999999985 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 10 8 11 -7 -10 12 -8 -6
right_child=-2 2 3 -5 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0022725403645422293 -0.0015926352747341252 0.002181568760449273 -0.0013949251996941724 -0.0024840004372541072 -0.00079787786103497856 -0.0033417780636453686 -0.0015827822990274799 0.0038188087633688381 0.0014518983490522746 -0.0019846394908530117 0.0031194584429329853 0.0012830115328829163 0.0015351840962913293
leaf_weight=0.0010188217943348085 0.0010744628016631083 0.0017767257751920432 0.0017481724930907836 0.0010555599256671109 0.0010106724135128262 0.0010643114708824711 0.0010118529560467771 0.001014718390914382 0.0014633774449565023 0.0011338534274344184 0.0013788649345143345 0.0010164749454482092 0.0010350914412384782
leaf_count=138 208 287 195 65 93 282 87 86 198 1262 155 44 21
internal_value=0 9.40613e-05 0.000257977 -6.2857e-06 0.000213912 0.000491577 -1.56141e-05 0.00117567 -0.00100567 -4.8365e-05 0.00148453 -0.00014662 0.000382577
internal_weight=0 0.0157285 0.0147097 0.0129329 0.0118774 0.0101292 0.00670459 0.00304305 0.00366154 0.00259723 0.00342463 0.00202833 0.00204576
internal_count=3121 2913 2775 2488 2423 2228 1959 217 1742 1460 269 131 114
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=21
num_cat=0
split_feature=453 133 3 14 50 4 1 1 11 3 16 0 51 39 13 43 2 15 4 15
split_gain=0.00032956 0.000334365 0.000334679 0.00035306 0.00036044 0.000434443 0.00027741 0.000547706 0.000219617 0.000343675 0.000286487 0.000389072 0.000406392 0.000312097 0.000270715 0.00027434 0.000227715 0.000221413 0.000167157 0.000155597
threshold=1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.076175000000000007 0.11392500000000001 0.36766000000000004 0.11230000000000001 0.10727500000000002 0.079915000000000014 -0.12018999999999998 -0.36241499999999999 -0.10607499999999999 0.087505000000000013 0.091820000000000013 -0.0087749999999999981 -0.074359999999999996 0.086950000000000013 -0.092334999999999987 -0.17966999999999997 -1.0000000180025095e-35
decision_type=2 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 9 18 -11 12 17 14 15 -13 -16 -12 -1 -4
right_child=-2 -3 19 -5 -6 6 -8 -9 -10 10 11 13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.00080807848708958833 -0.00074859385807836106 -0.00071912209596333644 0.0002275409064794568 -0.00070133686722350112 -0.00074534131019333755 0.00097794865748510756 0.0011577471490025811 -0.00047971387382270088 -0.00064491259393098543 -0.00075032205982606781 0.0002748677666660723 0.00026705139435216722 -0.00021340241274137432 0.00033911937034982403 -0.00034311639497101962 -0.0006332418851641438 -0.0012193279485514432 0.0010629748874679131 6.4775860693808368e-05 0.00098616009094407457
leaf_weight=0.0015810805886076196 0.0011866130870491478 0.0011860013251967219 0.0011633326796367527 0.0013568410870241623 0.0010990297263311346 0.0010868034109172689 0.0010995900510714779 0.0010189119585675144 0.0010067094016186209 0.0010965208783559827 0.0014852788860102439 0.0018409247140121479 0.0017298728901935512 0.0016913430926184247 0.0014421372009683995 0.0011049912235516039 0.0010425327655854688 0.0014249957354304189 0.001012495066745161 0.001048907857089886
leaf_count=30 79 430 111 83 167 43 144 30 111 94 66 508 45 57 211 557 227 45 51 32
internal_value=0 2.14388e-05 5.75352e-05 4.55992e-06 5.06891e-05 9.51792e-05 0.000576263 0.000272616 1.48988e-06 4.3603e-05 -5.20633e-05 1.30319e-05 0.000334867 -0.000196653 -0.000363518 -7.06419e-05 -0.000710763 0.000660759 0.000517904 0.000587231
internal_weight=0 0.0255183 0.0243323 0.0221201 0.0207632 0.0196642 0.00320531 0.00210572 0.0164589 0.0154522 0.0128586 0.0117621 0.00464015 0.00712193 0.00543059 0.00294592 0.00248467 0.00291027 0.00259358 0.00221224
internal_count=3121 3042 2612 2469 2386 2219 217 73 2002 1891 1810 1716 156 1560 1503 1065 438 111 81 143
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=21
num_cat=0
split_feature=1213 1374 453 0 133 160 124 42 0 16 4 157 147 4 2 0 4 4 16 43
split_gain=0.000399832 0.000398921 0.000366491 0.000395433 0.000270705 0.000299192 0.000376452 0.000294223 0.000301285 0.000426635 0.000492689 0.000484453 0.00041116 0.000422317 0.000259116 0.00023939 0.000277187 0.000224754 0.000157942 0.000155832
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.10622000000000002 -0.22361499999999998 0.10281000000000001 -0.094469999999999985 -0.060129999999999996 -0.056919999999999991 -0.0016099999999999997 -0.074309999999999987 0.10271500000000001 -0.49405499999999997 0.092755000000000018 -0.11756999999999999 0.24564500000000003 0.09173000000000002 0.19444000000000003 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 9 10 -9 -11 13 -10 -13 16 -12 18 19 -15
right_child=1 2 -4 4 -6 6 -8 8 12 11 15 14 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=-0.00087993760790075828 -0.00088352667000569853 0.00089251195823509123 -0.00076624082955129426 -0.00064965107560064305 -0.00066101010487829188 -0.00059582199037004602 0.00097711640414875969 0.00084444012237325195 -0.00027365860577482974 0.0002206852508911859 -0.00096241030968929626 -0.0014218245231422519 -0.00043088366900665483 0.0010873139666572398 -0.00040806301949482769 0.00034387922852845929 1.9616720035349571e-05 0.0012944887859230433 8.5530581558896894e-05 0.00032071782969896609
leaf_weight=0.0011447694483378281 0.0010400955207607856 0.0013009509121513175 0.0011407382901615906 0.0011486352366047994 0.0011241191726366609 0.0013188758368009304 0.001095511427059436 0.0018699546060795191 0.0011560703433479702 0.0015179244087023536 0.0010038030780394891 0.0010152909158598908 0.0011796385394120534 0.001366019722806487 0.0012328521266869175 0.0019149874704961628 0.0017262396244950295 0.0011664885456993401 0.0011350649851005201 0.0010249232990418022
leaf_count=491 55 69 79 248 365 145 29 327 134 187 60 259 11 68 166 167 86 78 81 16
internal_value=0 1.78034e-05 5.61644e-05 9.64329e-05 4.93497e-05 8.76076e-05 0.000130543 8.07564e-05 0.000132308 -2.97909e-05 0.000200366 -0.000427943 0.000369431 0.000530852 -0.000865891 -5.89195e-05 -0.000341463 0.000729056 0.000541997 0.000758698
internal_weight=0 0.0254782 0.0244381 0.0232974 0.0219964 0.0208723 0.0197236 0.0186281 0.0173093 0.0102811 0.00651498 0.00376607 0.00702821 0.00584857 0.00224814 0.00464503 0.00273004 0.0046925 0.00352601 0.00239094
internal_count=3121 2630 2575 2496 2427 2062 1814 1785 1640 1252 640 612 388 377 425 313 146 243 165 84
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=13
num_cat=0
split_feature=41 457 48 3 484 4 52 1 15 13 0 48
split_gain=7.2643e-05 8.31467e-05 8.66681e-05 0.000158011 9.80326e-05 0.000131272 0.000427496 0.000169614 0.000165504 0.000132673 9.65604e-05 6.9219e-05
threshold=0.07831500000000001 -0.0029299999999999994 0.083985000000000018 0.097915000000000016 0.073690000000000019 0.071150000000000005 0.077655000000000016 0.095285000000000022 -0.016799999999999995 0.0076650000000000008 -0.038659999999999993 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 11 5 6 7 -3 9 -7 -8 -4
right_child=-2 2 3 -5 -6 8 10 -9 -10 -11 -12 -13
leaf_value=-0.0014369900874057432 -0.0014471729339649933 -0.004367403418663476 0.001069902880991588 -0.00039103847945617617 0.0014057511182953078 0.0011634616083411957 0.0019793426960721121 -0.0011083387070377853 0.0025111701063695448 -0.001362549242102436 -0.00031559786587039495 0.0031904420207116463
leaf_weight=0.0011835843350772651 0.0011871229733331204 0.0012306675603871581 0.0012311533325677091 0.0017258031716722577 0.0014153393954310931 0.0013699108833214804 0.0011688700441779484 0.0010846840665702517 0.0010880285544655477 0.0016607828766998511 0.0015261979452886321 0.00101306422828773
leaf_count=248 151 698 163 100 299 234 653 207 62 63 48 195
internal_value=0 9.43665e-05 0.000219241 0.000975935 -6.56561e-05 -0.000293776 -0.000947044 -0.00284061 0.000500924 -0.000220761 0.000679734 0.00202714
internal_weight=0 0.0156981 0.0145145 0.00397002 0.0105445 0.00912914 0.00501042 0.00231535 0.00411872 0.00303069 0.00269507 0.00224422
internal_count=3121 2970 2722 458 2264 1965 1606 905 359 297 701 358
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=20
num_cat=0
split_feature=133 3 50 48 4 11 147 16 159 3 0 133 15 1 1 43 3 150 16
split_gain=0.000286968 0.000338808 0.000320639 0.000386625 0.000336441 0.000349156 0.000325356 0.000318133 0.000208854 0.00029578 0.000223574 0.000292804 0.000332479 0.000219649 0.000197458 0.000470487 0.000118672 0.000116946 9.74806e-07
threshold=0.10622000000000002 0.16158000000000003 0.11392500000000001 0.12879500000000002 0.36766000000000004 0.079915000000000014 0.097985000000000017 -0.40995499999999996 0.091005000000000016 -0.12018999999999998 -0.10607499999999999 0.083950000000000011 0.024640000000000006 0.11039500000000001 0.095285000000000022 -0.079109999999999986 0.048265000000000009 0.087380000000000013 -0.074319999999999983
decision_type=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 16 -1 9 -9 13 12 14 17 -12 -16 -6 -11 -3
right_child=-2 18 -4 -5 6 -7 -8 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00079351450916493877 -0.00077330838544761708 0.00063490178180618359 -0.00085946254140405979 -0.00089341481703431784 0.001087998291061086 -0.00089019379290860201 -0.00023762458238503069 0.00072722271456886613 -0.0005794865928712813 0.00038154292080310067 -0.0005039926704357516 0.00058326564631184228 -0.0010759903204659602 0.00098145315622115252 -0.00054184693605993184 0.00079592678452000936 0.00039490195041877555 -0.00023400874947127084 0.00070442739347712174
leaf_weight=0.001035367271966286 0.0011025649293545789 0.0010008789871046586 0.001046034435771003 0.0010568819865106596 0.0015784871093823807 0.001052649973176 0.0010091745302904798 0.0019816758024662181 0.0010050838729802622 0.0019921769218180759 0.0016899741793246622 0.0012091884244601891 0.0010407298710751051 0.0010264907546826407 0.0012007407826644112 0.0014352859634201298 0.0010058148415055257 0.0012486517343859305 0.0010051919337552553
leaf_count=118 435 97 169 43 162 131 18 69 188 115 317 360 657 17 44 57 37 35 52
internal_value=0 4.97858e-05 -7.75315e-06 3.55618e-05 8.58818e-05 -1.2508e-05 0.000521719 4.96429e-05 0.000112765 0.000167016 6.46349e-05 -0.000117779 -0.000275733 0.000345734 -8.32107e-05 0.000186555 0.000818244 0.000144378 0.000669739
internal_weight=0 0.0236205 0.0216144 0.0205684 0.0195115 0.015918 0.00359348 0.0148654 0.01383 0.0128249 0.0108432 0.00657592 0.00536673 0.00426732 0.004326 0.00263603 0.0025843 0.00324083 0.00200607
internal_count=3121 2686 2537 2368 2325 2108 217 1977 1859 1671 1602 1435 1075 167 418 101 199 150 149
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=13
num_cat=0
split_feature=50 159 15 11 43 15 52 2 4 2 0 0
split_gain=7.30513e-05 0.000165382 0.000104279 0.000131886 0.000148958 0.000177598 0.000187875 0.000258663 0.000163042 0.000128869 0.000162549 0.000292571
threshold=0.10647500000000001 -0.026354999999999996 -0.24436499999999997 0.078340000000000007 -0.050459999999999998 -0.10203999999999998 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997 0.096540000000000015 -0.053834999999999994 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 -7 8 -8 10 11 -4
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=0.0026901214953780638 -0.0019336236763880799 0.0016254096675058917 -0.0014297285551925585 -0.0028374598058299358 -0.0035668867884824981 -0.003078554650838926 0.0032211209741522064 -0.0018144084313874193 -4.3652115364347681e-05 0.0028235676881772226 -0.0021195186025735916 0.0040754573191494458
leaf_weight=0.0012264551588714373 0.0010009238594867248 0.001647969100405604 0.0010283487657426205 0.0010359636962916649 0.0010360371138102842 0.0010805093861148002 0.0015889269602623185 0.0019836955469076101 0.0016971738708467694 0.0013539989396942759 0.0011211422171920615 0.0010433423868210223
leaf_count=270 333 213 317 154 139 182 581 160 120 249 77 326
internal_value=0 0.000106672 -0.000110093 -0.000330621 -0.000112993 -0.000755046 -0.000296301 0.000274167 0.00153496 0.000930024 0.000127021 0.00134279
internal_weight=0 0.0158436 0.0146171 0.0129691 0.0119332 0.00738634 0.00635031 0.0052698 0.0032861 0.00454683 0.00319283 0.00207169
internal_count=3121 2788 2518 2305 2151 1182 1043 861 701 969 720 643
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=22
num_cat=0
split_feature=52 1 14 47 3 133 48 11 2 14 52 13 43 0 48 4 1 3 15 4 0
split_gain=0.000319186 0.000412587 0.00116255 0.000596409 0.000534288 0.00040749 0.000348315 0.000320514 0.000449949 0.000345844 0.000450463 0.000348222 0.000306099 0.000327154 0.000499264 0.000190235 0.000188636 0.000144896 0.000118708 1.18287e-05 3.48739e-07
threshold=-0.40306999999999998 0.13686500000000004 0.076175000000000007 0.11893500000000001 0.11296500000000002 0.10622000000000002 -0.064549999999999982 0.088710000000000011 0.099185000000000009 -0.10708499999999999 0.11434500000000002 -0.089109999999999981 -0.072864999999999985 -0.11991499999999998 0.086260000000000017 -0.10429499999999998 1.0000000180025095e-35 -0.078084999999999988 -0.074054999999999996 -0.033174999999999989 -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
left_child=-1 2 3 5 -3 6 -2 8 12 -10 11 19 16 14 20 -15 -8 -18 -13 -11 -14
right_child=1 4 -4 -5 -6 -7 7 -9 9 10 -12 18 13 15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00069103413513785662 0.00073983875591538935 0.0012660145487443141 -0.0013637414451390781 -0.0010270592157798695 -6.4024403148645742e-05 -0.00080306079332920699 -0.00011459203287137063 -0.00066421894235896642 -0.00028396042148390798 0.0013249276752852512 -0.00031780503863758694 0.00077540485860107375 0.00053606830037683745 -0.00015090184742595864 -0.00060415016460357298 -0.00088611490830968248 0.00021011393967945832 0.00092765383274037477 0.0001431620804891327 0.0011018898298765375 0.00049776905003985183
leaf_weight=0.001431594934148627 0.0018146230773483643 0.0012251929234131367 0.0013381804403547184 0.0010731068929576973 0.0013446115256836588 0.0010432233011878891 0.0018417670698708801 0.0011780982315272573 0.0012381086185397905 0.0010045671385654487 0.0010038076138207952 0.0010789935918048554 0.0010042427346341753 0.001221681472715723 0.0014484641463354819 0.0019225125448615122 0.0014734157575095885 0.0010046174271739899 0.0015158619309154622 0.0010142797856769192 0.0010143357449860987
leaf_count=324 134 68 87 67 94 374 392 42 58 18 100 93 27 58 34 707 128 122 106 54 34
internal_value=0 1.50196e-05 -4.38412e-05 3.33027e-05 0.000570092 8.54451e-05 0.000130052 7.17055e-05 0.000120449 0.000413046 0.000566667 0.000759103 -6.30583e-05 -0.000260127 4.85018e-05 -0.000600447 0.000238546 0.000501011 0.000406061 0.00121287 0.000516823
internal_weight=0 0.0268037 0.0242339 0.0228957 0.0025698 0.0218226 0.0207794 0.0189648 0.0177867 0.00685562 0.00561751 0.0046137 0.010931 0.00661124 0.00346704 0.00314419 0.0043198 0.00247803 0.00259486 0.00201885 0.00201858
internal_count=3121 2797 2635 2548 162 2481 2107 1973 1931 429 371 271 1502 860 95 765 642 250 199 72 61
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=21
num_cat=0
split_feature=39 42 133 3 48 1213 50 14 15 47 3 52 1 48 160 2 2 2 3 1
split_gain=0.000421905 0.000607099 0.00044172 0.000471063 0.00046439 0.000352177 0.00033628 0.000307439 0.000283902 0.000274235 0.000867703 0.00038567 0.000468875 0.000417856 0.000374735 0.000206901 0.000201519 0.00029675 0.000181645 0.000125413
threshold=0.15619500000000003 -0.12995999999999999 0.10622000000000002 0.16158000000000003 0.12649500000000002 -1.0000000180025095e-35 0.10114000000000002 0.076175000000000007 -0.26481999999999994 0.092530000000000015 -0.074084999999999998 -0.10925999999999998 0.10089500000000001 -0.032929999999999994 0.086075000000000013 0.086950000000000013 0.096540000000000015 0.10097500000000002 -0.083924999999999986 0.11323000000000001
decision_type=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 -3 7 8 -7 11 -11 -10 14 -14 15 18 -17 -18 -13 -5
right_child=-2 2 -4 19 -6 6 -8 -9 9 10 -12 12 13 -15 -16 16 17 -19 -20 -21
leaf_value=-0.0010713523248045767 0.0009509865877263896 -0.0007998223190949441 -0.00089693727012888573 0.00037885755028382737 -0.00084112816250599435 0.00085236476030801564 -0.00076084640613667835 -0.00059071726348240738 -0.00064758651116427954 0.00040238252969749654 -0.0013006291623318389 0.0010664175551074826 0.00011543936059990873 0.0012970506111962753 -0.00048283109590944279 -0.0004658680596670116 0.00086450398131908022 -0.00018021461022985302 0.00029915928173453892 0.0011129155628650674
leaf_weight=0.0012735931223997179 0.0010031965367556231 0.0010848888962539096 0.0011962287519902684 0.0011365316636897651 0.001475472211517114 0.0013670557429234292 0.0010142895755926853 0.00124354893022982 0.0010566182631867394 0.0016829643440465225 0.0011619393194087649 0.0011424392073648704 0.0011261430606541722 0.0017656658967841752 0.0018039850561261117 0.0011673280504214956 0.0011479623171773423 0.0013703295435264495 0.0018681711685184649 0.0010098718899711479
leaf_count=149 26 399 419 23 55 137 250 62 304 123 60 143 46 106 117 259 45 81 196 121
internal_value=0 -5.07033e-05 1.66639e-06 4.71659e-05 -2.04938e-05 4.00373e-05 8.81996e-05 0.000136299 0.000190563 0.000131407 -0.000293176 0.000228437 0.000309689 0.000836902 0.000130329 0.000295516 5.47109e-05 0.00029602 0.000590312 0.000724228
internal_weight=0 0.026095 0.0248214 0.0236252 0.0214788 0.0200033 0.0189184 0.0179042 0.0166606 0.0152935 0.0028449 0.0124486 0.011392 0.00289181 0.00850022 0.00669623 0.00368562 0.00251829 0.00301061 0.0021464
internal_count=3121 3095 2946 2527 2383 2328 1929 1679 1617 1480 183 1297 993 152 841 724 385 126 339 144
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=22
num_cat=0
split_feature=3 39 42 133 48 133 50 3 1 47 48 52 43 15 43 42 48 16 4 49 2
split_gain=0.000398577 0.000406737 0.000470614 0.000500453 0.000393469 0.000458418 0.000365104 0.000402443 0.000317776 0.000487408 0.000385032 0.000334098 0.000301949 0.000254305 0.00018788 0.000319636 0.00034594 0.000218634 0.000225472 0.000156544 5.01732e-05
threshold=0.30112000000000005 0.13507500000000003 -0.12995999999999999 0.10622000000000002 0.12649500000000002 0.092845000000000011 0.10647500000000001 -0.15327499999999997 0.10089500000000001 0.090280000000000013 -0.031249999999999997 -0.07167999999999998 -0.074359999999999996 -1.0000000180025095e-35 -0.12152999999999999 0.084050000000000014 0.085700000000000012 0.064860000000000015 -0.0016099999999999997 -0.069799999999999987 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
left_child=1 2 -1 4 5 6 7 13 14 10 -10 -12 -11 -4 -9 16 17 18 20 -18 -16
right_child=-2 -3 3 -5 -6 -7 -8 8 9 12 11 -13 -14 -15 15 -17 19 -19 -20 -21 -22
leaf_value=-0.0010877948694867252 0.00063128407184968427 0.00064648263258981862 0.00086337851362598076 -0.0011051741502854622 -0.00083517716853609978 0.00075345466665227968 -0.00097330405466996141 0.00010291684839647177 -0.00020105386398813044 6.2169803887588475e-05 1.6788547584009277e-05 0.0010249015008035865 -0.00090978248926407829 -4.4002930172643631e-05 0.00055996685313340568 -0.0010717433033913119 -0.0011332339863594446 -0.00065298113494418068 -0.00035566431500793375 -0.00037625019984066513 0.00013782667682838101
leaf_weight=0.0012249002197795558 0.0011652984813708125 0.0010546299150311347 0.0012495797733640401 0.0011362523921091541 0.0015467616541542375 0.0011569869665021956 0.0010104128791845737 0.0015265250060516036 0.001711639560921796 0.0011874912356937273 0.0010341772089274004 0.0017113616278132534 0.0013272972911555492 0.0011753319279632557 0.0010643857908600382 0.0012917016895085121 0.0011519693234918194 0.0011110717458443636 0.0015490305607119715 0.0010013495094828018 0.0011470798946302818
leaf_count=143 132 37 51 410 57 114 223 98 47 48 109 128 37 111 217 648 38 91 116 72 194
internal_value=0 -0.000205579 -0.000241075 -0.000198023 -0.000153118 -0.000103837 -0.000152817 -0.000109729 -0.000186637 4.20946e-05 0.000320204 0.00064517 -0.000450823 0.000423579 -0.00034865 -0.000431536 -0.000313818 -0.000107219 5.40312e-05 -0.000781217 0.000341004
internal_weight=0 0.0263699 0.0253153 0.0240904 0.0229542 0.0214074 0.0202504 0.01924 0.0168151 0.00697197 0.00445718 0.00274554 0.00251479 0.00242491 0.00984311 0.00831659 0.00702489 0.00487157 0.0037605 0.00215332 0.00221147
internal_count=3121 2989 2952 2809 2399 2342 2228 2005 1843 369 284 237 85 162 1474 1376 728 618 527 110 411
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=21
num_cat=0
split_feature=1374 457 124 123 484 133 39 1 12 148 156 1 52 2 13 2 42 48 4 16
split_gain=0.000328816 0.000430889 0.000310262 0.000388014 0.000549657 0.000315062 0.000325919 0.000357642 0.000587985 0.000300987 0.000318111 0.000387972 0.000408113 0.000332608 0.000354579 0.000210826 0.000197937 0.000132564 0.000127216 0.000121199
threshold=-0.094929999999999987 0.091015000000000013 0.10281000000000001 0.091310000000000016 -0.0068949999999999992 0.099660000000000012 0.089535000000000017 0.13686500000000004 0.11650500000000001 -1.0000000180025095e-35 0.091255000000000017 0.10752500000000002 0.11434500000000002 0.092120000000000021 -0.084154999999999994 0.085855000000000015 0.089245000000000005 0.084855000000000014 -0.00059999999999999995 0.061255000000000011
decision_type=2 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 8 9 -6 11 12 13 14 -11 18 -13 19 -16 -15
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12 16 -14 17 15 -17 -18 -19 -20 -21
leaf_value=-0.00082877171330980061 -0.0010563640195975904 0.00085908821195126886 0.00068513773690425967 0.00082318724058682083 -0.00057935927838460215 -0.00076093282158533869 -0.00065675585922653006 0.00083513296649810403 -0.00094559845223590928 -0.00081615985659058135 -0.00054369322649866058 0.0011015174545878684 -0.00068309454030215141 -3.6532028004884817e-05 0.00072580297918070559 -0.00038506216984232654 0.00027724189809711698 0.00094486600012757605 3.2685368151520882e-05 0.00067142586578308782
leaf_weight=0.0010564049841264014 0.0012799068845970726 0.0012750840590701742 0.001273743747929045 0.0010261916047842176 0.0013636315815608322 0.0012922835166572352 0.0015391441760760896 0.0012124189541993227 0.001335890028874658 0.0010321373756809705 0.0012982226779176135 0.0014548669589893324 0.0013023007816522639 0.0010075181959675328 0.0013317326373947736 0.0010246096727343779 0.00115333240021398 0.0012678921126381137 0.0010425522085442205 0.0011361918861361175
leaf_count=55 475 104 39 88 80 375 125 75 60 272 182 100 220 117 292 199 57 61 53 92
internal_value=0 1.78728e-05 -2.80156e-05 -6.91169e-05 -0.000112566 -5.15411e-05 -1.99437e-06 5.74146e-05 -2.45001e-06 8.4955e-05 0.000154364 0.00023147 8.72811e-05 0.000215205 -5.3323e-05 0.000178327 0.000737027 0.000563973 0.000421454 0.000338694
internal_weight=0 0.0246497 0.0233746 0.0221008 0.0210746 0.0197947 0.0185024 0.0169633 0.0157509 0.014415 0.0130514 0.0117531 0.00914493 0.00784263 0.00443103 0.00339889 0.0026082 0.0034116 0.00237428 0.00214371
internal_count=3121 3066 2962 2923 2835 2360 1985 1860 1785 1725 1645 1463 1306 1086 816 544 157 270 345 209
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=13
num_cat=0
split_feature=14 1 4 47 13 1 157 3 0 15 15 4
split_gain=0.000112089 9.54299e-05 0.00019637 0.000146547 0.000197117 0.000175826 0.000175686 0.00017138 0.000197409 0.000171802 0.00010814 0.000100772
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 0.086380000000000012 -0.091054999999999983 0.13146500000000003 -0.059399999999999988 0.083060000000000009 -0.23091999999999999 -0.03241999999999999 -0.10653 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 10 -6 9 -9 -8 -5 -1
right_child=-2 3 -4 5 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0010417365258012911 -0.0018502466219217518 0.0029747916570800168 -0.0020436565551502379 -0.00042285134347155992 0.0025850322528086765 0.0010381589591770312 0.0024143876250651286 0.00099365062988078837 -0.002141651105805214 -0.00058680914821474428 -0.0028002955256398155 0.0011201799750959612
leaf_weight=0.0010990161403188203 0.0010150160210193873 0.0011701490864405306 0.0018238278441298572 0.0014748164168957301 0.0010255868542439761 0.0014956255078677691 0.0013948224185793764 0.0010356309564727439 0.0017016760429768851 0.001088835729995602 0.0010500828597139744 0.0018627931711532094
leaf_count=35 101 205 1276 90 146 55 244 46 88 373 159 303
internal_value=0 8.92884e-05 -0.000582054 0.000370196 0.000842084 -0.000500301 0.00044257 2.17129e-05 -0.000955443 0.00109866 -0.00141161 0.000317974
internal_weight=0 0.0162229 0.00478564 0.0114372 0.0074167 0.00402052 0.00624655 0.00522097 0.00273731 0.00248366 0.0025249 0.00296181
internal_count=3121 3020 1614 1406 1102 304 897 751 134 617 249 338
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=20
num_cat=0
split_feature=133 3 1374 457 484 1213 0 11 160 448 15 4 2 15 0 1 2 52 2
split_gain=0.00039247 0.000423739 0.000357637 0.000383392 0.00058107 0.000307412 0.000295982 0.000270239 0.000298317 0.000290586 0.000237021 0.000206716 0.000199291 0.000246676 0.00023047 0.000237884 0.000213423 0.000163978 6.10487e-05
threshold=0.10622000000000002 0.16158000000000003 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -0.11173999999999999 0.088215000000000002 -0.22361499999999998 -1.0000000180025095e-35 0.084050000000000014 -0.49405499999999997 0.092120000000000021 -0.11713499999999999 -0.10607499999999999 0.095285000000000022 0.11215000000000001 -0.11183499999999999 0.10188000000000001
decision_type=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 8 -7 -10 11 -11 13 -13 -15 -16 18 -17 -14
right_child=-2 6 3 -5 5 7 -8 -9 9 10 -12 12 16 14 15 17 -18 -19 -20
leaf_value=-0.0008848099834592386 -0.00084002509241388372 0.00017357062935664545 -0.0010185995881513827 0.0008572985756055561 -0.00077331185898423329 -0.00053911748380115494 0.0012969586754281045 -0.0005916240750285641 -0.00048749442350708605 -0.00029869878774968972 -0.00026314769645549465 -0.00033810019174587491 0.00073775427781832669 0.00087980110747551442 -0.0003272101778135397 0.00011319591888994184 0.00025133999712409819 0.00092495641023005652 0.0012093875424729963
leaf_weight=0.0010808253744158938 0.0012537791719363913 0.0012316809475509949 0.0013149956691678307 0.0012510238329002102 0.0010419258767374031 0.0014099229551408068 0.001028942557445455 0.0012918063005868943 0.0013304160478311297 0.0010951634196398824 0.0017599726879645736 0.001413261152209448 0.001603301695291548 0.0015995037344964614 0.0013968097995539653 0.0013352841281895067 0.0018646864066003133 0.0010726387478414701 0.0011103576988808483
leaf_count=49 435 78 411 90 409 245 71 100 72 71 287 96 99 32 221 42 173 46 94
internal_value=0 4.62139e-05 -1.66372e-05 2.6227e-05 -2.41455e-05 4.35233e-05 0.000684891 9.00735e-05 0.000141901 0.000203525 0.000268036 0.000342879 0.000404536 0.000236988 0.000387379 0.000180365 0.000654028 0.000474805 0.000930734
internal_weight=0 0.0252325 0.0229719 0.0218911 0.02064 0.0193251 0.00226062 0.0182831 0.0169913 0.0155814 0.014251 0.012491 0.0113958 0.0068175 0.00540424 0.00380473 0.00457835 0.00240792 0.00271366
internal_count=3121 2686 2537 2488 2398 1987 149 1578 1478 1233 1161 874 803 437 341 309 366 88 193
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=22
num_cat=0
split_feature=1213 1374 1456 133 12 14 38 3 151 160 457 49 48 13 51 3 2 3 13 3 52
split_gain=0.000379412 0.000375477 0.000359625 0.000377545 0.000331157 0.000618634 0.00030932 0.000439944 0.000394626 0.000478529 0.000382491 0.000346807 0.000432753 0.000453058 0.000314894 0.000230951 0.000323304 0.000472211 0.000140388 8.31291e-05 7.43957e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10622000000000002 0.12757000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 -0.090369999999999992 -0.22361499999999998 0.080930000000000016 0.10247500000000002 0.092065000000000022 -0.084034999999999985 -0.081684999999999994 0.088060000000000013 0.096540000000000015 -0.0087149999999999988 0.10935500000000002 -0.083784999999999984 -0.38533999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 11 12 13 19 20 16 17 18 -16 -11 -15
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00080465947437344503 -0.00078450108527615393 -0.0007440961585156395 -0.00052303803508987835 -0.00069415895896121334 0.000840687995728334 -0.00092836438784404712 -0.00057879332336157924 0.0010233719714641016 -0.00068762275761314153 0.0010466931002219033 0.00094767873772213845 0.00086499182003481453 -0.00073377730550811622 0.00022229312770052036 -0.0010646305664722834 -0.00071459719354523873 0.00047682489680626015 0.00042024279665853502 -0.00031827776290393333 0.00052252759752160138 0.00072016025423257896
leaf_weight=0.0011716244809748385 0.0011166893645970779 0.0010811789720811321 0.0016675049445110937 0.0011684404565866771 0.0012918317265808712 0.0011389705590121304 0.0011144421281730202 0.0012254550045811543 0.0011386693767151393 0.0010197411373309151 0.0015382381278645782 0.0014233316834612051 0.0011020754519401607 0.0011684875812933981 0.0010123990728531877 0.0010992575751345157 0.0018944023561048851 0.0012767228470335155 0.0010447301804807907 0.0015639310276221946 0.0012864417515285921
leaf_count=491 55 258 151 346 56 60 57 119 187 102 115 110 108 76 350 26 143 28 28 160 95
internal_value=0 2.60074e-05 6.18436e-05 9.78875e-05 0.000138113 9.63165e-05 0.000153037 0.000194945 0.000139275 0.000205932 0.000271874 0.000197041 0.000120789 0.00020365 4.89785e-05 -0.000119485 5.63982e-06 -0.000262103 -0.000685589 0.000729409 0.000483187
internal_weight=0 0.0263729 0.0252563 0.0241751 0.0230066 0.0217148 0.0205758 0.0194614 0.0182359 0.0165684 0.0154298 0.0138915 0.0124682 0.0113661 0.00878244 0.00632751 0.00522825 0.00333385 0.00205713 0.00258367 0.00245493
internal_count=3121 2630 2575 2317 1971 1915 1855 1798 1679 1528 1341 1226 1116 1008 746 575 549 406 378 262 171
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=15
num_cat=0
split_feature=160 1 12 11 43 1 0 52 4 2 3 16 0 52
split_gain=9.79451e-05 0.000168193 0.000125113 0.000136778 0.000173409 0.000226545 0.000150666 0.000105417 0.000182782 0.000150159 0.000247145 0.000145818 9.60407e-05 2.00835e-05
threshold=-0.22361499999999998 0.13686500000000004 0.11650500000000001 0.081365000000000007 -0.043144999999999996 0.10752500000000002 -0.084044999999999995 -0.088204999999999992 -0.0016099999999999997 0.11411 0.10893000000000001 -0.094359999999999986 -0.10607499999999999 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 12 10 11 -10 -9 -8
right_child=1 -3 -4 -5 7 -7 13 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0016071966593593681 -0.001280556227051325 0.0016603952316760202 -0.0016184276585696755 -0.0015859947788625368 -0.001743679432735923 0.0031554956202001589 0.0017017398361223789 0.0023527069163954196 -0.0023517554038397031 -0.0023541975955342531 0.0020581117151674639 0.00034140409453805741 0.00029380026160821484 0.00066246310687998237
leaf_weight=0.001002847695837839 0.0010152621000760267 0.0016501761454321062 0.0013499259192636887 0.0012620074419187341 0.0010839317817366934 0.0010775433589969921 0.0010261491857551939 0.0010246949992162033 0.0011548606174845086 0.0010656869662394874 0.0010075159481814921 0.0010504597738064513 0.0015692947062408563 0.001009089217649084
leaf_count=332 460 141 111 145 189 164 368 49 121 91 36 88 684 142
internal_value=0 7.69406e-05 -0.000100856 5.26378e-05 0.000223763 0.00109369 0.00036539 -0.000227581 1.15373e-05 -0.000652696 -8.83139e-05 -0.00106892 0.00110712 0.00118646
internal_weight=0 0.0163466 0.0146964 0.0133465 0.0120845 0.00412804 0.0030505 0.00795644 0.00687251 0.00427852 0.00321284 0.00220532 0.00259399 0.00203524
internal_count=3121 2789 2648 2537 2392 1134 970 1258 1069 336 245 209 733 510
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=21
num_cat=0
split_feature=133 3 0 1374 457 484 160 1213 148 4 0 15 43 48 52 1 474 52 15 13
split_gain=0.000344933 0.000424782 0.000507808 0.000294862 0.000382332 0.000513937 0.000353296 0.000320771 0.000298506 0.000309471 0.000308131 0.000326047 0.000300586 0.000218201 0.000428954 0.000324964 0.000209095 0.000290786 0.000249658 8.85068e-05
threshold=0.10622000000000002 0.16158000000000003 -0.11756999999999999 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -0.26568499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 0.051010000000000007 0.084050000000000014 -0.09225499999999999 0.085845000000000019 0.056145000000000007 0.10508500000000001 0.08393500000000001 -0.080979999999999983 -0.10203999999999998 0.24813000000000004
decision_type=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 -10 11 12 19 14 16 -15 17 -14 -19 -11
right_child=-2 2 -4 4 -6 6 7 8 9 10 -12 -13 13 15 -16 -17 -18 18 -20 -21
leaf_value=-0.00077593858408768403 -0.00077903992658750804 -0.00014563896860733691 0.0012509778795329731 -0.00096485117310353386 0.00077588742524552711 -0.00085072426579944167 -0.00071598691087419221 -0.00048696955699458811 -0.00053799279657066679 -0.00053864416555708325 0.00078823619145737599 -0.00050515405754254479 0.00069118300555568433 -0.00068005022130582802 0.001191000754276595 0.00048600409906807135 0.00090341804990755965 -0.00046387205864533245 0.00040778562101843088 2.9208315283134167e-05
leaf_weight=0.0011404445028624357 0.0012481044481922046 0.0010395468173052258 0.0012862653281249239 0.00127362316551479 0.0013157766014318941 0.0010034457557073209 0.0011242415697139954 0.0017162931244572013 0.0012747330062161588 0.0011318895830902372 0.0018743721184191217 0.0015111850770674349 0.0014826681517042485 0.0010000392040606099 0.0014769513982745286 0.0011176045001571738 0.0010005661565909429 0.001800402270179394 0.0012155076620063076 0.0013048830300446124
leaf_count=49 435 73 76 411 90 229 382 90 107 111 68 286 130 120 83 52 132 89 81 27
internal_value=0 2.06397e-05 0.000626745 -3.8679e-05 -1.51506e-06 -4.9519e-05 8.66919e-06 5.39815e-05 0.000102322 0.000164789 0.000224849 0.000143878 0.00022894 0.000353141 0.000479965 -6.46551e-05 0.000288997 0.000152338 -0.000112566 -0.000234561
internal_weight=0 0.0260904 0.00232581 0.0237646 0.0226242 0.0213084 0.0200348 0.0190313 0.0179071 0.0161908 0.0149161 0.0130417 0.0115305 0.00909374 0.0069761 0.00211764 0.00549914 0.00449858 0.00301591 0.00243677
internal_count=3121 2686 149 2537 2488 2398 1987 1758 1376 1286 1179 1111 825 687 515 172 432 300 170 138
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 16 1 16 15 3 15 15 47 1
split_gain=9.57161e-05 0.000109902 0.000155207 0.000175972 0.000166036 0.000118442 0.000132764 0.000182464 0.00012355 0.000110036 0.000171001 6.77934e-05 4.4679e-05 6.87458e-06
threshold=0.076175000000000007 0.089025000000000007 0.087830000000000005 -0.12018999999999998 0.10444500000000002 -0.27167499999999994 0.094385000000000011 0.033715000000000009 -0.10324499999999999 0.090900000000000009 -1.0000000180025095e-35 -0.10469999999999999 0.13082500000000002 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 9 11 -5 10 -7 -8 -9 -13
right_child=-2 -3 -4 5 -6 6 7 12 -10 -11 -12 13 -14 -15
leaf_value=0.00030957642489287663 -0.0020880234681059594 0.0021993381035905783 -0.0026321431604175013 -2.448513252701747e-06 0.0039619581484320442 -0.0038236499360109304 0.00048874563122992723 -0.0017199176889871382 -0.0033985537293756748 0.00053418882237319895 -0.00025514901775882889 0.0022790229405096943 0.00030353219292824122 0.0030850570387691333
leaf_weight=0.0014310303440439034 0.0010088333532850538 0.0011099561109983993 0.0010338085916892234 0.0010066821743825866 0.0010124091219645415 0.0010471153724102714 0.001003786412971025 0.001033730453411652 0.0010349477548933913 0.0018755139054205117 0.0016441635549001394 0.0010033156333337789 0.0010457102048277989 0.0010130194946189053
leaf_count=97 101 118 107 182 63 798 82 184 90 79 970 134 20 96
internal_value=0 0.00010278 -5.04664e-05 0.000138134 0.0018229 -0.000213474 0.000105566 0.00087103 -0.00172401 -0.000749198 -0.00164357 0.00195436 -0.000702364 0.00268398
internal_weight=0 0.0162952 0.0151852 0.0141514 0.00244344 0.011708 0.00966636 0.00509956 0.00204163 0.00456679 0.00269128 0.00302012 0.00207944 0.00201634
internal_count=3121 3020 2902 2795 160 2635 2363 516 272 1847 1768 312 204 230
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=13
num_cat=0
split_feature=160 1 376 12 151 16 1 15 16 3 15 0
split_gain=8.56006e-05 0.000138576 0.000109424 0.000184284 0.000103259 0.00017135 0.000135063 0.000225529 0.00010128 0.000163098 0.000101304 0.000116226
threshold=-0.22361499999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 -0.083274999999999988 -0.50992999999999988 0.11323000000000001 -0.10203999999999998 0.22339500000000004 0.099930000000000005 -0.091964999999999977 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 10 -9 -12
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=-0.0017595047281333521 -0.0014806399648030519 0.0017690384221973039 0.0017227648670762794 -0.0027626602780028127 0.002237425991595612 -0.002974178438518551 0.0014513722415960056 0.0014257689658227852 -0.0017724000944411499 0.002530807503923334 -0.0018735082052687049 0.00039569574839311961
leaf_weight=0.0010008244563764401 0.0016474097714006273 0.0016526747336018032 0.0011350646985588625 0.0010202523620605067 0.0013173955107600452 0.0011467203659148873 0.0016796656660490461 0.0010945829626279966 0.0010494586154872476 0.001009761371991047 0.0016657629378302365 0.0017266532554750472
leaf_count=332 291 141 128 108 108 178 154 105 297 34 1080 165
internal_value=0 8.76156e-05 -0.000104125 -0.000259365 -5.23525e-05 0.000167757 -0.000123151 -0.000466931 -2.77286e-05 0.000305369 -0.000195447 -0.000718541
internal_weight=0 0.0161454 0.0144927 0.0133577 0.0123374 0.01069 0.00937261 0.00769294 0.00654622 0.00549676 0.004487 0.00339242
internal_count=3121 2789 2648 2520 2412 2121 2013 1859 1681 1384 1350 1245
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=20
num_cat=0
split_feature=1374 457 484 133 133 52 1 14 475 448 42 160 13 47 1 12 4 13 2
split_gain=0.000341111 0.000443378 0.000336989 0.00034682 0.00034914 0.000266611 0.00043718 0.000639055 0.000355843 0.000325085 0.000366799 0.000294272 0.000289319 0.000359293 0.000513829 0.000346253 0.000323934 0.000286744 6.76032e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.091580000000000009 -0.40306999999999998 0.13686500000000004 0.062655000000000016 -0.068264999999999978 -1.0000000180025095e-35 -0.088934999999999986 -0.080719999999999986 -0.43167499999999998 0.10648500000000001 0.099660000000000012 0.084100000000000022 -0.080364999999999978 -0.023499999999999997 0.11215000000000001
decision_type=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 5 -4 7 8 -7 -10 -11 -12 -13 14 15 16 -14 -17 -16
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 12 13 -15 18 17 -18 -19 -20
leaf_value=-0.00075238985475311595 -0.00061945550517026368 0.00077523864299372666 -0.0005709354843339917 -0.00069448517744989929 0.00073448465125151461 0.00063869823461814874 0.00063837947237269858 -0.00099970899050634012 -0.00072468930206127447 -0.00064874857366858777 -0.00037886660748432776 -0.00046386091655139052 0.00088182910521229254 -0.00041522380627279451 0.0010382643314955282 -0.00076144216982427983 3.1573776608476533e-05 0.00022454927752862825 0.0006038540329705509
leaf_weight=0.0010403515473065275 0.0015374919015532082 0.0012800711132053824 0.0012671109473056203 0.0011256690270124705 0.0012471370553733254 0.001616313679788762 0.0019946929623646933 0.0010742493766073826 0.0010409317978021812 0.0012138188900336919 0.0017927664597578588 0.0010198337695328493 0.0014222645325787653 0.0011359418686325284 0.0015253922169212175 0.0010534825436075953 0.0017283005961599221 0.0010020858557067717 0.0010552944691052391
leaf_count=55 482 104 228 365 125 153 127 52 50 205 252 17 31 49 105 317 95 242 67
internal_value=0 1.8676e-05 -2.19253e-05 1.92437e-05 5.71595e-05 1.48018e-05 5.45437e-05 -1.5272e-05 5.24905e-05 -1.52355e-05 4.17946e-05 0.000113219 0.000201948 0.000278047 0.000379182 0.000140529 0.000415406 -0.000280773 0.000860625
internal_weight=0 0.0251328 0.0238528 0.0223153 0.0211896 0.0199425 0.0186754 0.0166807 0.0156064 0.0139901 0.0129492 0.0117354 0.0099426 0.00892276 0.00778682 0.00520613 0.00315057 0.00205557 0.00258069
internal_count=3121 3066 2962 2480 2115 1990 1762 1635 1583 1430 1380 1175 923 906 857 685 126 559 172
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=13
num_cat=0
split_feature=52 52 51 42 50 15 47 43 48 1 0 12
split_gain=8.82769e-05 0.000162718 0.000131055 0.000118545 0.000114973 0.000134748 0.000208467 0.000179414 0.000169465 0.000256258 0.000160427 0.000102022
threshold=-0.38533999999999996 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 0.096640000000000018 -0.24436499999999997 0.092710000000000015 -0.15323999999999996 0.086260000000000017 0.077565000000000009 -0.10607499999999999 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 11 -11 -9
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0014871635105348454 0.0018064224519077771 -0.0018492209057079485 -0.0015959589745739014 0.0022556408946556761 -0.0015645723197824505 0.0027628829850348102 -0.0018810904966126401 -0.0020109164223412889 -0.0013032641229400565 0.0033410142830696088 0.00032599539963059135 0.00053702871071642999
leaf_weight=0.0013112727852844777 0.0017334927991336348 0.001353163224755558 0.0013147666868895463 0.001274783872627896 0.0010717599017673459 0.0011267026262498109 0.0013988695488772462 0.001033358475805558 0.0018305308771728382 0.0014744763734727551 0.0010474870143039883 0.001154709978104948
leaf_count=334 304 253 681 179 264 63 113 388 160 102 171 109
internal_value=0 0.000103397 -0.000106266 7.90429e-05 0.000272007 0.000462355 0.000210202 0.000591752 0.000217745 0.000808877 0.00208874 -0.000666289
internal_weight=0 0.0158141 0.0140806 0.0127274 0.0114127 0.0103409 0.00906613 0.00766727 0.00654056 0.00471003 0.00252196 0.00218807
internal_count=3121 2787 2483 2230 1549 1285 1106 993 930 770 273 497
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=22
num_cat=0
split_feature=1456 453 51 133 2 1 14 51 52 52 11 14 15 13 0 42 15 13 0 15 1
split_gain=0.000407542 0.000595808 0.000411532 0.000339232 0.000308296 0.000396131 0.000404719 0.000347544 0.000365732 0.000309156 0.000296028 0.000321153 0.000462077 0.000403189 0.000330618 0.000225178 0.000281057 0.000235483 0.000272395 0.000179494 2.72582e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.40274499999999996 0.10622000000000002 0.098035000000000011 0.13686500000000004 0.057600000000000005 -0.090529999999999985 -0.088204999999999992 -0.078224999999999975 0.081365000000000007 -0.18536 -0.074054999999999996 -0.091904999999999987 -1.0000000180025095e-35 0.081660000000000024 0.082685000000000022 0.086705000000000018 -0.14454499999999995 -0.03241999999999999 0.11039500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 11 -6 20 -14 -15 17 -17 18 -11 -20 -13
right_child=1 -3 3 -5 10 -7 -8 8 9 15 -12 12 13 14 -16 16 -18 -19 19 -21 -22
leaf_value=-0.00090112307256734296 -0.00082310715684663714 -0.0010817220067414009 0.00079657891960811789 -0.00065985453764927024 -0.00029592894525633657 0.0007838616425707367 -0.00098165218247368846 -0.0008918170941444566 0.00078433892282830876 4.9663353250913054e-05 -0.0003625977471637067 0.0010022103055870545 0.0009062147820317573 -0.00035351172799313006 0.00060348560524085934 -0.00011142793290613727 0.00086159835406710895 0.00027361855412770151 -0.00037415573553430988 -0.0012056965110388272 0.0013471549534920832
leaf_weight=0.0010927972081217615 0.0010870971868150439 0.0010310305880452666 0.0011032908720702709 0.0011949757575644418 0.0010847082157394725 0.0013096674294815628 0.0010006610996438079 0.0010970288926998592 0.0010271285236695968 0.0014212444480605768 0.0011032080460253732 0.0010229524890639228 0.0017708614845228796 0.0019977643778315577 0.0013265194197380446 0.0017389342534347707 0.0010521961209864761 0.0012981728450195962 0.0011797376526408443 0.0011150468328210974 0.0010008352554903288
leaf_count=288 92 75 123 391 78 47 52 181 74 36 103 143 62 170 47 285 253 55 92 369 105
internal_value=0 2.5273e-05 7.10513e-05 0.000111816 0.000152528 7.73446e-06 -7.67358e-05 5.33908e-06 -8.25776e-05 1.79334e-05 0.000360118 0.000457307 0.000572077 0.000333471 2.83677e-05 -8.29204e-05 0.000255382 -0.000271235 -0.000461576 -0.000778205 0.0011728
internal_weight=0 0.0259631 0.024932 0.0238449 0.02265 0.0133431 0.0120334 0.0110328 0.00992949 0.00883246 0.00930685 0.00820364 0.00711893 0.00509515 0.00332428 0.00780533 0.00279113 0.0050142 0.00371603 0.00229478 0.00202379
internal_count=3121 2833 2758 2666 2275 1567 1520 1468 1345 1164 708 605 527 279 217 1090 538 552 497 461 248
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=21
num_cat=0
split_feature=133 1456 1374 52 52 376 14 42 1 47 43 0 49 16 3 15 16 3 2 15
split_gain=0.000377876 0.000361779 0.000313483 0.000331401 0.000329483 0.000460335 0.000363346 0.000322032 0.000278294 0.000272107 0.000312623 0.000257309 0.000227784 0.000254639 0.000423616 0.000450177 0.000328551 0.000186898 0.000161526 0.000128834
threshold=0.10622000000000002 -1.0000000180025095e-35 -0.094929999999999987 -0.40306999999999998 -0.057699999999999994 0.088470000000000007 -0.10708499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.11518500000000002 -0.15582499999999996 -0.15202999999999997 0.093655000000000002 -0.056919999999999991 -0.13309499999999996 -0.11345499999999999 -0.36241499999999999 -0.077644999999999978 0.098035000000000011 -0.016799999999999995
decision_type=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 -8 -5 10 -9 -10 13 14 -12 -16 -17 -18 -15 -13
right_child=-2 2 3 4 5 -7 7 9 11 -11 12 19 -14 18 15 16 17 -19 -20 -21
leaf_value=-0.0008201594366585394 -0.00079165801308298835 -0.00071029750619821608 -0.00061503153887205195 -0.00012162975387066602 -0.00078166862330951198 0.00098086839613469186 -0.00064338765748386741 0.00079575578410546891 8.0549691220349463e-05 -0.00059889078811546507 -0.00050325789529563386 0.00058944563067779533 0.00061560434492973078 -0.00070864087194378244 0.0012317468808518261 -0.00047492512037590793 0.00090215113781794219 4.169315618522439e-05 6.2500902765981185e-07 0.0011976875587283865
leaf_weight=0.001040859455480359 0.00127528696050938 0.0010804673243427479 0.0013256087257147676 0.0014325598700102816 0.0012655762852533678 0.0010112955059279746 0.0013478360261942055 0.0014808005134545619 0.0013100410496722503 0.0010650316890234999 0.0015191050565572786 0.0016981804699960357 0.0014388330248653611 0.0014605442655885948 0.0010303711920725397 0.0012134413249875733 0.0010762850377212243 0.0010669462218696494 0.0012777337253799814 0.0013088286955025286
leaf_count=264 435 52 264 166 50 25 523 51 38 52 50 196 79 255 97 88 215 84 48 89
internal_value=0 2.10138e-05 5.68828e-05 9.24142e-05 0.000135035 2.90018e-05 -3.41517e-05 3.35341e-05 0.000434783 0.000105778 0.000170677 0.000619422 7.88799e-05 -1.04559e-05 0.000159802 0.000389401 0.000130833 0.000473797 -0.000377684 0.000854189
internal_weight=0 0.0254503 0.0244095 0.023329 0.0220034 0.0162538 0.0152425 0.0139769 0.00574961 0.0126291 0.0115641 0.00431705 0.0100833 0.00864443 0.00590615 0.00438704 0.00335667 0.00214323 0.00273828 0.00300701
internal_count=3121 2686 2422 2370 2106 1617 1592 1542 489 1019 967 323 916 837 534 484 387 299 303 285
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=22
num_cat=0
split_feature=1374 457 484 133 128 133 15 13 132 13 49 1 49 47 1 16 3 3 160 3 12
split_gain=0.0004344 0.00044433 0.00048302 0.000418996 0.000345312 0.000268975 0.000299853 0.000483583 0.000357171 0.000314814 0.000297381 0.00030949 0.000711943 0.0003382 0.000392753 0.000256274 0.000228375 0.000166967 0.000300123 0.000140603 0.000268655
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 1.0000000180025095e-35 0.083950000000000011 1.0000000180025095e-35 0.0061450000000000003 0.079970000000000013 -0.10664 -0.08130999999999998 0.13686500000000004 -0.006494999999999999 0.086380000000000012 0.077565000000000009 0.19444000000000003 -0.012304999999999998 -0.11171999999999999 -0.078059999999999977 0.090900000000000009 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
left_child=-1 2 -2 4 5 6 8 9 10 -8 -4 12 -12 14 15 -14 -7 -16 -19 20 -15
right_child=1 -3 3 -5 -6 16 7 -9 -10 -11 11 -13 13 19 17 -17 -18 18 -20 -21 -22
leaf_value=-0.001082451918240479 -0.00093344379918491589 0.0010107784444923619 0.00092430713447091398 -0.00095960469303861626 -0.00087663256269301937 0.0001983116658984069 -0.00012510515554672329 0.00057615689557520143 0.0010670651412855246 -0.001410857890053549 -0.0012590575673019002 0.00065276310239761491 -0.00085260867544348286 0.00043952762545343698 0.0011123740932173689 0.0002933206440393471 0.001283286372046439 -0.00032771660953087893 0.00086919646676914442 -0.00079849952891972859 -0.00074598450481841981
leaf_weight=0.0010511075158969865 0.0015605379201213678 0.0012968961956544281 0.0011787793568842639 0.0011436521514872058 0.00100634638367214 0.001218999744614202 0.001005730132236593 0.0010346823695374097 0.0012161794411043045 0.0012377800579792811 0.0013186570117955662 0.001967960729117397 0.0010757827292361688 0.0012496487607046025 0.0014151889477069775 0.0012062865831495018 0.0010540943578542092 0.0010323790539903416 0.0014935011678347552 0.001272868983857478 0.0010048523266639464
leaf_count=55 482 104 62 365 165 277 47 97 107 516 83 82 131 65 102 58 73 53 95 41 61
internal_value=0 3.68799e-05 -1.42682e-05 4.77378e-05 0.000100128 0.000146973 7.96108e-05 -0.000389243 0.000179208 -0.000834475 0.000103251 2.90139e-05 -8.1881e-05 7.73201e-05 0.000316664 -0.000246878 0.000701443 0.000642982 0.000379994 -0.000344941 -8.88663e-05
internal_weight=0 0.0259908 0.0246939 0.0231334 0.0219897 0.0209834 0.0187103 0.00327819 0.0154321 0.00224351 0.0142159 0.0130371 0.0110692 0.00975051 0.00622314 0.00228207 0.00227309 0.00394107 0.00252588 0.00352737 0.0022545
internal_count=3121 3066 2962 2480 2115 1950 1600 660 940 563 833 771 689 606 439 189 350 250 148 167 126
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=21
num_cat=0
split_feature=1374 457 133 484 38 3 1213 160 448 12 52 1 150 47 52 0 0 2 52 3
split_gain=0.000370671 0.00045804 0.000377076 0.000403065 0.000334763 0.000475722 0.000297138 0.00029403 0.000235107 0.000318154 0.000230419 0.000275339 0.000424659 0.000259407 0.000308041 0.000216127 0.000451328 0.000206216 0.000195173 7.10996e-05
threshold=-0.094929999999999987 0.091015000000000013 0.10622000000000002 -0.0068949999999999992 1.0000000180025095e-35 0.16158000000000003 -1.0000000180025095e-35 -0.22361499999999998 -1.0000000180025095e-35 -0.069644999999999985 -0.40306999999999998 0.13686500000000004 0.088985000000000009 0.10843500000000002 0.091820000000000013 -0.026509999999999995 -0.10607499999999999 0.083995000000000014 -0.07167999999999998 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 -10 -11 12 13 14 15 16 18 -18 -12 -16
right_child=1 -3 -4 4 -6 -7 7 8 9 10 11 -13 -14 -15 19 -17 17 -19 -20 -21
leaf_value=-0.0009465544720423251 -0.0007643506604128517 0.00093545784751048529 -0.00089761436782469207 -0.00076216170568225994 -0.00077858466440537363 0.00097091877893706576 -0.00059446687963804164 -0.00054846515535491311 0.0010091954044941932 -0.0005500175476695566 0.00025477580659740698 0.0008685041829422078 -0.00076742959978773318 -0.00051331232969645496 -0.00052275488893955885 0.00099872725697026346 -0.00065115223582328755 0.00026564095022725949 0.0010855926057313293 7.5802535945576131e-05
leaf_weight=0.0010584417716046337 0.0015799903579713217 0.0013537051090400922 0.0012194671323893782 0.001090033544950921 0.0011215234967583134 0.0015833745821638425 0.001438500115217122 0.0011172117524473881 0.0012050401157080249 0.0011256064873691263 0.0012351084481936336 0.0014530548629361215 0.0012309561374443953 0.0010810253256074995 0.0010482288227833259 0.0015962703406842312 0.0012146460345601739 0.0013297586260506422 0.001794528193421293 0.0010064837325263198
leaf_count=55 418 104 429 408 53 115 247 69 175 231 36 31 84 44 48 66 149 245 57 57
internal_value=0 2.46519e-05 -2.57332e-05 1.99945e-05 7.71787e-05 0.000123883 5.31696e-05 0.000102885 0.000163911 0.000215859 0.000148133 0.000208628 0.000125519 0.000232173 0.000319532 0.000476877 0.000327432 -0.000172017 0.000746889 -0.000229557
internal_weight=0 0.0258245 0.0244708 0.0232513 0.0216714 0.0205498 0.0189665 0.0178764 0.0164379 0.0153207 0.0141157 0.0129901 0.011537 0.010306 0.00922502 0.00717031 0.00557404 0.0025444 0.00302964 0.00205471
internal_count=3121 3066 2962 2533 2115 2062 1947 1539 1292 1223 1048 817 786 702 658 553 487 394 93 105
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=13
num_cat=0
split_feature=14 2 11 3 0 15 39 13 15 150 3 13
split_gain=9.32342e-05 0.000101149 0.000116018 0.000167012 0.00015446 0.000210801 0.000163371 0.000344228 0.000188615 0.000154823 8.42214e-05 4.24718e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.079915000000000014 -0.12018999999999998 -0.10607499999999999 -0.016799999999999995 0.091820000000000013 -0.084034999999999985 -0.049819999999999996 0.081835000000000019 0.096675000000000011 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 9 7 -6 -9 10 -5 -3
right_child=-2 2 -4 4 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0015324769824202177 -0.0018634933706637698 0.002590272552481046 -0.0020847372595587566 0.00019353768409505163 0.00037993839507343151 0.0024175535609881815 0.00090926216881106949 -0.0011226270539303536 -0.0046872951569985645 0.0011995678562911538 -0.0021377427848315112 0.00080757003997509915
leaf_weight=0.0017103675324095227 0.0010099383875130643 0.0010539021356699143 0.001041663235618274 0.0010011305680814875 0.0019840996562524929 0.0016216215071063189 0.0014086519269855477 0.0010194570499749839 0.0013459293368146882 0.0017534633649797793 0.0015328346015869299 0.0010353413741017725
leaf_count=193 101 54 139 128 599 73 102 456 1011 126 84 55
internal_value=0 9.31429e-05 -7.32157e-05 7.91006e-05 -0.000212379 0.000497661 -0.000941028 -0.00154027 -0.00315096 -0.000228494 -0.00121669 0.00170684
internal_weight=0 0.0165085 0.0147981 0.0137564 0.0116672 0.00590905 0.00575814 0.00434949 0.00236539 0.00428743 0.00253397 0.00208924
internal_count=3121 3020 2827 2688 2579 411 2168 2066 1467 338 212 109
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=15
num_cat=0
split_feature=484 4 151 3 160 52 0 16 0 0 52 2 16 3
split_gain=9.35432e-05 0.000123728 0.000139459 0.000153797 9.74881e-05 0.000181191 0.000181112 0.000161802 0.000249535 0.000161815 0.000164727 0.000190649 3.83083e-05 1.55747e-05
threshold=-0.0068949999999999992 0.26790000000000008 -0.00099499999999999979 -0.13309499999999996 -0.091944999999999985 0.10744000000000002 0.15398500000000004 0.26676500000000009 -0.060129999999999996 -0.099059999999999995 -0.081429999999999989 0.091185000000000002 -0.094359999999999986 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 8 9 10 -6 12 -12 -10
right_child=1 2 3 -5 5 -7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.0014137900965248832 -0.001556135115342907 -0.00061208595234454118 0.00026295702595178453 0.0029494466083275959 0.0018170161820649142 0.0018558550374749459 -0.002264842103629624 -0.0016436986676571514 0.0022102233050689019 -0.0019076058200492929 -9.554125354495486e-05 -0.0019005480959767495 0.0012497181045624901 0.0013318190143798998
leaf_weight=0.0011729180043721253 0.0011617805398534747 0.0010010939531310825 0.0010560175495122337 0.0011942193391451033 0.0011980748959964371 0.001239193678779448 0.0010254904611866076 0.0013456790423880408 0.001099857604231147 0.0012407977872916851 0.0011779893371179906 0.0013505702667450381 0.0010555614313414469 0.0010261379666194354
leaf_count=503 348 82 54 222 95 132 35 280 36 1024 66 112 41 91
internal_value=0 8.60687e-05 0.000980281 0.0016887 -0.000138941 1.07253e-06 -0.000217407 3.73077e-06 0.000275778 -0.000257388 0.00017078 -0.000379512 0.000540219 0.00178625
internal_weight=0 0.0161725 0.00325133 0.00225024 0.0129211 0.0117594 0.0105202 0.00949467 0.00814899 0.00602299 0.0047822 0.00358412 0.00223355 0.002126
internal_count=3121 2618 358 276 2260 1912 1780 1745 1465 1338 314 219 107 127
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=23
num_cat=0
split_feature=160 1213 1374 133 484 11 12 147 457 150 50 2 2 40 2 12 12 15 3 3 0 4
split_gain=0.000409088 0.000440767 0.000451876 0.000412515 0.00036434 0.000280637 0.000396588 0.000651642 0.000329261 0.000498683 0.000319763 0.000329848 0.000517038 0.000331055 0.00045161 0.000275497 0.00036815 0.000316838 0.000181512 0.000175016 0.000169692 0.000154967
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.094929999999999987 0.10622000000000002 -0.0068949999999999992 0.088215000000000002 0.12757000000000002 0.099230000000000013 -0.0029299999999999994 0.085395000000000013 0.077545000000000017 0.11177500000000001 0.097845000000000015 -0.067184999999999981 0.090675000000000019 0.084100000000000022 0.10345000000000001 -0.033689999999999991 -0.034684999999999994 -0.0069549999999999994 -0.033209999999999996 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 10 11 12 13 -10 15 17 -17 -15 -14 -11 -19 -13
right_child=1 2 3 -5 5 -7 -8 -9 9 19 -12 21 18 14 -16 16 -18 20 -20 -21 -22 -23
leaf_value=-0.001018028143002157 -0.00090243093918243979 -0.00092992473340064343 -0.00049778427717302458 -0.00077620133313422064 -0.00044295108422442325 -0.00044413710215834265 0.0012490144524983969 -0.00088516453028022861 -0.00077141994464963745 0.00060281805544262529 0.00097119536513690357 -0.00081635942221595318 0.00041717735856681244 5.1822112521299901e-05 -0.00077156599407720476 -0.00061913030857846699 0.00065417758684184447 0.00063075425456124001 0.001266704035142827 0.0015252833042454167 0.00150826962441414 5.3258881435313136e-05
leaf_weight=0.0010000810196460199 0.0012532019945952202 0.0011103146754525275 0.0019594470946734102 0.0012649655964489933 0.0014099965893787916 0.0015033430904063385 0.0010291146247072272 0.0012790692656539085 0.0010089161101106839 0.0010034967418670604 0.0014657479897846057 0.0011096826415397673 0.0011281613283861125 0.0014097521763135612 0.0010309366626410077 0.0013107109629537095 0.001064780716637348 0.001287303576095411 0.0015377181551772265 0.0011329432445426049 0.001023510657361725 0.0010152970780249737
leaf_count=240 466 55 420 349 123 101 42 39 65 103 138 90 92 65 111 292 19 43 74 65 21 108
internal_value=0 2.93908e-05 7.4158e-05 0.000118797 0.000166546 0.000226394 0.000276181 0.000224086 0.000303177 0.000366826 0.00025918 0.000178446 0.00029241 9.09646e-05 0.000213046 0.000379559 -4.8388e-05 0.000652793 0.000907197 0.001092 0.00101943 -0.000400863
internal_weight=0 0.0273384 0.0260852 0.0249749 0.0237099 0.0217505 0.0202471 0.019218 0.017939 0.016529 0.0143925 0.0129268 0.0108018 0.00813591 0.00712699 0.00609606 0.00237549 0.00372057 0.00266588 0.00213644 0.00231081 0.00212498
internal_count=3121 2881 2415 2360 2011 1591 1490 1448 1409 1286 1118 980 782 616 551 440 311 129 166 168 64 198
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=21
num_cat=0
split_feature=1374 457 484 133 1213 12 147 160 52 1 3 1 11 457 4 160 42 2 3 1
split_gain=0.000417555 0.000423124 0.000415845 0.000390396 0.000296814 0.000324171 0.000669078 0.000289576 0.000281571 0.000456193 0.000249684 0.000276384 0.000394636 0.000278776 0.000229012 0.000236077 0.000232637 0.000180069 0.00010315 0.000106507
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 0.12757000000000002 0.099230000000000013 -0.22361499999999998 -0.40306999999999998 0.13210500000000003 -0.20241999999999996 0.11910500000000002 0.081365000000000007 -0.0029299999999999994 -0.35136499999999998 -0.080409999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 0.077565000000000009
decision_type=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 -6 -9 10 -10 12 13 -12 -15 -16 -17 -18 19 -19
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 11 -13 -14 14 15 16 17 18 -20 -21
leaf_value=-0.00088812219387053408 -0.00075767861966466541 0.00087057950873526899 -0.00067059631946391656 -0.00078190772214029828 -0.00049852721564941295 0.00087731984685220673 -0.00099036370195310867 -0.0004479124978732607 0.00078147793724144096 0.0010195497221613392 -0.00040083400253498143 -0.00052548161062734053 -0.00067949076530427388 -0.00011918126361196119 -0.00011289918035401444 -2.5826314937819245e-05 0.00030006924370928363 0.00073011069982961913 0.00052001922064320112 0.0013350948053913207
leaf_weight=0.0010589833689333963 0.0014357376237701383 0.0012542946174638461 0.0010228284051522754 0.0011342208795567235 0.0013256264782534046 0.0011726123214538245 0.0011476596052890633 0.001279275931865032 0.0013266582007531664 0.0015258568005270959 0.0011509308190129639 0.0012770928976362237 0.0010099230619924357 0.001718627347841558 0.0012264734315565766 0.0010852142182803714 0.0015370440356012975 0.0011344256895124971 0.0010778475592587711 0.0013558862582131459
leaf_count=55 482 104 409 365 252 52 24 249 36 124 94 54 41 57 96 307 117 105 29 69
internal_value=0 4.57311e-05 2.52172e-06 5.10129e-05 9.52122e-05 0.000133701 8.82347e-05 0.000156887 0.000208897 0.000263366 0.000180357 0.000116932 0.000189559 0.000274882 0.000360011 0.000471049 0.000586743 0.000716958 0.000896539 0.0010595
internal_weight=0 0.0251982 0.0239439 0.0225082 0.021374 0.0203512 0.0191785 0.0180309 0.0167053 0.015426 0.0139001 0.0125735 0.0112964 0.0102864 0.00913552 0.00741689 0.00619042 0.0051052 0.00356816 0.00249031
internal_count=3121 3066 2962 2480 2115 1706 1654 1630 1378 1129 1005 969 915 874 780 723 627 320 203 174
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=14
num_cat=0
split_feature=124 133 132 133 160 474 13 1 3 15 16 16 1
split_gain=8.56683e-05 0.000136282 0.000129554 0.000168683 0.000257017 0.000311542 0.000241038 0.000159757 9.83623e-05 0.000299176 0.000134001 0.000188975 0.000101765
threshold=0.08919500000000001 0.099660000000000012 0.081240000000000021 -0.0061299999999999992 -1.0000000180025095e-35 0.084660000000000027 -0.084034999999999985 0.090475000000000014 0.088060000000000013 -0.074054999999999996 0.23311500000000004 -0.056919999999999991 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 10 -10 11 12 -8
right_child=-2 -3 -4 4 6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0027552380479651207 0.0020095280544597388 -0.0026454740265042156 0.0025006815700554935 -0.0038145995587615862 0.00061885503963158455 0.0011789751449878454 0.0023354887178342301 0.0042280217325084092 0.00092870188476453593 -0.0037147186885491562 0.0028289723115729804 -0.0023152471638185415 -0.00047603571210120421
leaf_weight=0.001174884679568341 0.0010118630253699292 0.0010506400665088724 0.0010198770302381763 0.0016663188813198062 0.0011996821086512907 0.0010503185516853863 0.0014569975067745284 0.00133745108438834 0.0016627547183176716 0.0012559240128156013 0.001080194754518593 0.0012631759635748068 0.001219479892210204
leaf_count=733 60 472 217 472 139 167 138 139 65 80 194 185 60
internal_value=0 -0.000143245 2.76091e-05 -0.000147946 8.42554e-05 -0.00188396 0.00059467 0.00252143 -2.11172e-05 -0.00106939 0.000588377 -2.59615e-05 0.00105448
internal_weight=0 0.0164377 0.0153871 0.0143672 0.0131923 0.00271664 0.0104757 0.00253713 0.00793853 0.00291868 0.00501985 0.00393965 0.00267648
internal_count=3121 3061 2589 2372 1639 639 1000 278 722 145 577 383 198
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=22
num_cat=0
split_feature=51 39 47 1 48 2 51 52 51 147 47 2 16 133 15 3 3 3 1 4 16
split_gain=0.000431411 0.000489618 0.000509319 0.000368341 0.000446753 0.00046466 0.000291885 0.000280913 0.000247188 0.000233143 0.000291238 0.000458415 0.000232976 0.000345734 0.000258202 0.000275395 0.000297745 0.000325056 0.00020969 0.000194135 0.000167971
threshold=-0.40274499999999996 0.13507500000000003 0.11939500000000002 0.094385000000000011 0.12879500000000002 0.11510000000000002 0.08955500000000001 0.12603000000000003 1.0000000180025095e-35 0.10271500000000001 0.092530000000000015 -1.0000000180025095e-35 0.38525000000000004 0.099660000000000012 0.084050000000000014 0.090900000000000009 -0.083924999999999986 0.0051600000000000005 0.080000000000000016 0.0082450000000000006 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
left_child=-1 2 3 6 5 7 12 9 -7 10 11 -5 13 14 15 16 18 -18 20 -13 -2
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 -12 19 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00094960340208843322 -0.00042644929829601411 0.0010850291242604142 -0.00082291291945572474 0.0013347357097679212 -0.0007493646138118055 0.0013798239596191071 -0.00087619363196622657 -0.00057320150362572301 0.00037836732781680696 -0.00036512808166671873 -0.00017708726782253507 -0.00026926850424642535 0.00056178638337383484 -0.00098584881186495037 -0.0007242477768707431 0.0006395223466166861 -0.0010011763453641159 0.00010193006892019259 0.00081449194488647134 0.00055241296578070482 0.0004266547081234499
leaf_weight=0.0011628633529994761 0.0012703976581698306 0.0010540139053976097 0.0017910134867102903 0.0014470333305544748 0.0010270652520461008 0.0013890963695311629 0.0012146403548447824 0.0011196256822543216 0.0010969884660065876 0.0011889150617108157 0.0016207355154640446 0.0011078109595601387 0.0013131817089540873 0.0010833906985966433 0.0011931476317513373 0.0016298435199093575 0.0014176966349945946 0.0012501220633698296 0.001028812467085416 0.002017063372823813 0.0010469967991328932
leaf_count=114 248 35 86 134 19 172 230 82 51 11 59 201 70 338 606 48 384 45 60 63 65
internal_value=0 3.11615e-05 -1.11485e-05 4.82844e-05 0.000245257 0.000338232 -0.000141823 0.000162856 0.00093793 0.000274501 0.000397302 0.000600922 -6.24181e-05 -0.000145045 -4.19652e-05 6.45337e-05 -9.12922e-05 -0.000484268 0.000222014 0.000261116 -4.10177e-05
internal_weight=0 0.0273076 0.0262536 0.0244626 0.0120143 0.0109873 0.0124482 0.00850118 0.00248608 0.00738156 0.00619264 0.00457191 0.0112336 0.00992041 0.00883702 0.00764387 0.00601403 0.00266782 0.00334621 0.00312487 0.00231739
internal_count=3121 3007 2972 2886 792 773 2094 550 223 468 457 398 1864 1794 1456 850 802 429 373 264 313
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=14
num_cat=0
split_feature=14 124 40 48 1 0 3 0 3 4 42 2 42
split_gain=8.75721e-05 9.04541e-05 0.000124486 0.000164163 0.000215449 0.000196192 0.000170231 0.000234287 0.000153496 0.000160011 0.000112905 0.000192683 8.14809e-05
threshold=0.076175000000000007 -0.043384999999999993 -0.067184999999999981 0.12649500000000002 0.10439500000000002 -0.17169499999999996 -0.12018999999999998 -0.043914999999999989 0.090900000000000009 -0.0029599999999999995 1.0000000180025095e-35 0.10774000000000002 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 12 8 9 -8 11 -7 -4
right_child=-2 2 3 -5 5 10 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0016199682786664953 -0.0018462019198293973 -0.0021863489949890658 0.0020941270543376501 -0.0022492535204277678 0.0037992325658351908 0.0029551454987203555 0.00022378264333839707 -0.003607053308667652 0.001386656091671502 -0.0028507925220830044 -0.00071226414324271087 -0.00061605616642792008 -0.00025105642016672502
leaf_weight=0.0014449331206664437 0.0010010106602204019 0.0010330704991142201 0.0013389978098796718 0.0011058570051283032 0.0010426120426836327 0.0015147034688437477 0.0015017761228251283 0.0011070575212830391 0.0014303168750444684 0.0012704424659598645 0.0014699504761022386 0.0010333523688503821 0.0010949103725383935
leaf_count=252 101 102 111 72 54 96 1404 116 62 440 128 138 45
internal_value=0 9.65361e-05 -5.07737e-05 0.000107832 0.000311407 0.00133456 -0.000357255 -0.000997356 -0.000309894 -0.00118522 0.000695015 0.00150686 0.00103913
internal_weight=0 0.016388 0.014943 0.01391 0.0128041 0.00506062 0.0077435 0.00530959 0.00420254 0.00277222 0.00401801 0.00254806 0.00243391
internal_count=3121 3020 2768 2666 2594 416 2178 2022 1906 1844 362 234 156
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=14
num_cat=0
split_feature=52 1 376 12 47 39 13 13 2 2 151 0 4
split_gain=7.5995e-05 0.000192607 0.000120072 0.000116143 0.000130413 0.000132109 0.000285722 0.000127047 0.000150944 0.000171176 0.000232929 6.17223e-05 5.79266e-05
threshold=-0.38533999999999996 0.13686500000000004 0.048375000000000008 0.098810000000000023 0.092710000000000015 0.082735000000000017 -0.17933499999999997 -0.084319999999999992 0.084245000000000014 0.10467500000000002 -0.0071249999999999985 -0.014954999999999998 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9 10 -10 -5 -11
right_child=1 -3 -4 11 -6 -7 7 8 9 12 -12 -13 -14
leaf_value=-0.0014460951315215444 0.0036620418447352674 0.0024887536472524307 0.0018315259167788311 -0.00060763915614710652 -0.001599065547383494 -0.0018510368539290409 -0.0018267283857009999 0.0020454261147383719 0.0008426020082163057 0.0022127345210956901 -0.0029649403239815158 -0.0026632444963181506 0.0001398103292395907
leaf_weight=0.0013349525385976347 0.0010112384747551512 0.0012244024835382289 0.0011668424768392924 0.0012632080306928875 0.0016827806789985614 0.0010073437308644193 0.0011133338912591596 0.0017179259893903807 0.0011589030117780145 0.0010697280140052889 0.0013703486602764806 0.0010414825805664671 0.0010380310678508309
leaf_count=334 67 159 140 322 186 123 508 396 92 63 605 44 82
internal_value=0 0.00010693 -9.22556e-05 -0.00025885 4.78675e-06 0.000289279 0.000543542 0.000121283 0.000462559 -0.000123864 -0.00122032 -0.00153656 0.00119186
internal_weight=0 0.0158656 0.0146412 0.0134743 0.0111696 0.00948685 0.00847951 0.00746827 0.00635494 0.00463701 0.00252925 0.00230469 0.00210776
internal_count=3121 2787 2628 2488 2122 1936 1813 1746 1238 842 697 366 145
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=22
num_cat=0
split_feature=1374 457 484 133 1213 12 147 52 160 1 1 148 1 11 2 4 4 13 52 43 3
split_gain=0.000419189 0.000534483 0.000422375 0.000421665 0.000358529 0.000312574 0.000564429 0.000276126 0.000312533 0.000442443 0.000283548 0.000259076 0.000474187 0.000292575 0.000236442 0.000317826 0.000303743 0.000234572 0.000159077 0.000154148 2.01247e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 -1.0000000180025095e-35 0.12757000000000002 0.099230000000000013 -0.40306999999999998 -0.22361499999999998 0.13210500000000003 0.11910500000000002 -1.0000000180025095e-35 0.111945 0.081365000000000007 0.097845000000000015 -0.27825499999999997 -0.0016099999999999997 -0.089109999999999981 -0.082554999999999976 -1.0000000180025095e-35 -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
left_child=-1 2 -2 4 -4 6 7 -6 -9 10 11 -10 13 14 15 -13 18 -16 -17 -20 -19
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12 12 -14 -15 17 16 -18 20 19 -21 -22
leaf_value=-0.00084223451409723296 -0.00073095525992836023 0.00091921726159251529 -0.00070032057310737161 -0.00080403848538948216 -0.000496606142712242 0.00084502899754651691 -0.00089224852546142535 -0.0004385071667039977 -0.00037233993582458201 0.00099065379156106905 -0.00044541053843295673 -0.00057640052743533079 0.0011838286881671613 -0.00052680214355126044 0.0010771815428135001 6.8362906524260667e-05 -0.00019852305166495653 0.00014698171092582265 0.00040059575729741955 0.0011661155671566243 0.00043786627090600886
leaf_weight=0.0011720876557976814 0.0015769393605568468 0.0014151430853461813 0.001148399301989649 0.0011717385953107775 0.0012957146295595285 0.001240631192885199 0.0011659414749889399 0.0014871292702796626 0.0012946670701978755 0.0015838347642296987 0.001392512000964464 0.0011200966137678795 0.0011958372951714766 0.0010174467702595011 0.0013449364931048535 0.0010138663986194426 0.0018017506296911928 0.0010136836072489608 0.0011762925250548006 0.0010627223799497517 0.0010056577049071258
leaf_count=55 482 104 409 365 249 52 24 252 64 124 57 40 57 37 39 90 139 79 239 112 52
internal_value=0 4.80764e-05 -1.01954e-06 4.78935e-05 9.25354e-05 0.000135458 9.13812e-05 0.000152364 0.000200386 0.000259682 0.000179503 0.0002462 0.000314341 0.000215845 0.000295057 0.00012575 0.000281345 0.000605799 0.000547141 0.000763941 0.000291846
internal_weight=0 0.0265249 0.0251098 0.0235329 0.0223611 0.0212127 0.0199721 0.0188061 0.0175104 0.0160233 0.0144395 0.013047 0.0117523 0.0105565 0.00953901 0.00617473 0.00505463 0.00336428 0.00325288 0.00223901 0.00201934
internal_count=3121 3066 2962 2480 2115 1706 1654 1630 1381 1129 1005 948 884 827 790 620 580 170 441 351 131
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=21
num_cat=0
split_feature=52 1374 457 1 14 47 38 39 0 42 42 457 43 1 2 4 1 3 2 16
split_gain=0.000390857 0.000360877 0.000463532 0.000340581 0.000912181 0.000364485 0.000372407 0.000396577 0.000269931 0.000326228 0.000437628 0.000291913 0.000272913 0.00028583 0.000552307 0.000227323 0.000321361 0.000305016 0.000175983 0.000173775
threshold=-0.40306999999999998 -0.094929999999999987 0.091015000000000013 0.13686500000000004 0.076175000000000007 0.11596500000000001 0.084835000000000008 0.091820000000000013 -0.10607499999999999 -0.012324999999999997 0.092145000000000019 -0.0029299999999999994 -0.084004999999999982 0.095285000000000022 0.092365000000000017 0.41257000000000005 0.077565000000000009 -0.073884999999999992 0.092235000000000025 0.033715000000000009
decision_type=2 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 7 8 11 -10 12 -3 -11 14 -14 16 -13 -18 -19 -5
right_child=1 2 -4 19 -6 -7 -8 -9 9 10 -12 15 13 -15 -16 -17 17 18 -20 -21
leaf_value=-0.00071162157233164601 -0.00076673297989464492 -0.0003977301510901558 0.00086379300946826402 0.00095504877048298764 -0.0012920901024707026 -0.000797912015622538 -0.00074986906524222602 0.00091861645076710076 -0.00079571442952453149 0.00059604111135882619 -0.000746563215102417 -0.0001669931502819427 -0.001120590768181765 0.00039323234280815418 0.00015793230864052368 -0.00017011189720294166 0.0012363853541543744 -2.7463350715543058e-05 0.00074003972310715831 0.00017132068608215483
leaf_weight=0.0015399267433896238 0.0011129506841367478 0.0011210460044632775 0.0013973814936428788 0.0010810292053828321 0.0011238854818500501 0.0010283657093874679 0.0010542910842339373 0.0011948566616762626 0.0011784424908663623 0.0020003575153663654 0.0013190287470187384 0.0010702225502732176 0.001085380513499391 0.001966446427263957 0.0018889999322374285 0.0011783352541423486 0.0014501037632896896 0.0010633955141088336 0.0014278862314240914 0.0012383644000347749
leaf_count=324 54 61 96 118 86 80 36 88 583 210 408 64 519 87 99 30 36 31 76 35
internal_value=0 2.8989e-05 6.46013e-05 1.7019e-05 -3.99578e-05 3.03095e-05 7.51394e-05 0.000123611 6.68983e-05 -9.26837e-05 7.61409e-06 0.000272922 0.00015093 -2.92791e-05 -0.000308613 0.000394383 0.000527107 0.00071558 0.000412434 0.000536603
internal_weight=0 0.0259808 0.0248678 0.0234704 0.021151 0.0200272 0.0189988 0.0179445 0.0167496 0.00943866 0.00826021 0.00731099 0.00694118 0.00494083 0.00297438 0.00618994 0.00501161 0.00394139 0.00249128 0.00231939
internal_count=3121 2797 2743 2647 2494 2408 2328 2292 2204 1906 1323 298 915 705 618 237 207 143 107 153
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=15
num_cat=0
split_feature=4 151 3 0 40 1 3 0 3 13 47 1 42 49
split_gain=8.35854e-05 9.7159e-05 0.000169937 7.98719e-05 0.000179281 0.000110049 0.000115204 0.000258911 0.000108319 0.000206571 0.000121614 0.000107505 7.50547e-05 5.79685e-05
threshold=0.27287000000000006 -0.072119999999999976 -0.13309499999999996 0.18019500000000002 -0.068949999999999997 0.094465000000000007 -0.083924999999999986 -0.10607499999999999 -0.077774999999999983 -0.07692499999999998 0.13082500000000002 0.11061500000000002 0.083995000000000014 -0.028954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 12 13 -7 -10 11 -11 -6 -8
right_child=1 2 -4 -5 5 8 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0020379445245172633 -0.00065093284253260879 -0.00016508824725622469 0.0026762525135729928 0.0011339736717825128 -0.00056110139675551955 -0.0010141523898870696 -0.00088705242509784206 -0.0029362342521725283 0.0028594197022774625 0.00055038260109354763 0.0016672504004443536 -0.0018284216919725411 0.0013595018000983972 0.00092418840511354519
leaf_weight=0.0015176172497993754 0.0010093080003237276 0.0011450548162024177 0.0012570692096213606 0.001180345443390963 0.0012614964801477497 0.0011222893189203331 0.0010002696005438905 0.0014455414980649502 0.0010857403664390475 0.0011693446828076048 0.0010414966167768824 0.0010062122684821873 0.0010709866512627411 0.0010118951392092965
leaf_count=172 75 59 218 30 638 176 46 1058 100 119 27 58 257 88
internal_value=0 0.000738167 0.00132183 -0.000193777 -0.00031686 -8.39677e-05 -0.000595555 -0.00121368 0.00046205 0.000847084 0.000167931 -0.000549833 0.000320766 2.38003e-05
internal_weight=0 0.00341143 0.00240212 0.0139132 0.0127329 0.0112153 0.00579019 0.00345771 0.00542508 0.00430279 0.00321705 0.00217556 0.00233248 0.00201216
internal_count=3121 352 277 2769 2739 2567 2087 1192 480 304 204 177 895 134
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=14
num_cat=0
split_feature=484 4 151 12 160 52 52 42 52 2 2 0 16
split_gain=7.31054e-05 9.65702e-05 0.000115406 0.000129541 9.15829e-05 9.29887e-05 0.000172365 0.00016129 0.000143453 0.000388306 0.000129845 0.000128709 0.000106605
threshold=-0.0068949999999999992 0.26790000000000008 -0.072119999999999976 0.09320500000000001 0.092070000000000013 -0.24456499999999998 -0.046924999999999988 0.092620000000000022 0.10347000000000002 0.10097500000000002 0.089885000000000007 -0.057069999999999989 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 10 8 9 11 -7 12 -8
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0016362292768380665 -0.0016373709144738805 -0.00074125980240045421 0.0038233654899495037 0.00053179893897746262 -0.0018020955585777343 0.00011165294966823319 0.00119317109628808 -0.0025831487671011794 0.0017966942079657617 -0.0037000187958197875 0.0031869240850493793 0.00273757028318112 -0.0017220393945364132
leaf_weight=0.0011812083405193232 0.0013303916674237406 0.0010082625803526923 0.0010000261197463103 0.0012097345073978083 0.0013800720897529659 0.0011508478580344317 0.0012506373484003908 0.001148018222249747 0.0017896124556599641 0.001237654663743315 0.0013854740819775335 0.0010222657102799699 0.0010621911107122628
leaf_count=503 300 76 227 55 139 175 366 320 295 60 154 37 414
internal_value=0 0.000108299 0.00115581 0.0020214 -0.000155937 4.37462e-05 0.000266361 -0.000248702 0.000172523 -0.00046312 0.00179153 0.000738094 -0.00014567
internal_weight=0 0.0159752 0.00321802 0.00220976 0.0127572 0.0113771 0.0100467 0.00751038 0.00636236 0.00457275 0.00253632 0.00333509 0.00231283
internal_count=3121 2618 358 282 2260 2121 1821 1492 1172 877 329 817 780
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=20
num_cat=0
split_feature=1374 457 484 1213 38 40 42 39 148 42 4 43 160 49 48 0 12 12 0
split_gain=0.000320755 0.000413765 0.000314257 0.000335558 0.000243581 0.000293305 0.0007363 0.000384995 0.000308735 0.000301427 0.000467267 0.000291445 0.000308329 0.000330814 0.00038454 0.000419503 0.000310921 0.000253453 0.000201136
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.084835000000000008 0.051255000000000002 -0.12995999999999999 0.085060000000000011 -1.0000000180025095e-35 0.091735000000000025 0.09173000000000002 -0.084004999999999982 -0.080719999999999986 0.092185000000000017 0.085845000000000019 -0.14116499999999996 0.090455000000000021 0.098810000000000023 -0.059114999999999994
decision_type=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 5 6 -5 8 -8 11 -11 18 -13 14 15 -14 -17 -18 -10
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 12 13 -15 -16 16 17 -19 -20
leaf_value=-0.00080174727894983644 -0.00067777220463716701 0.00085791500575642583 -0.00075023058614800953 -0.0011444195345985512 -0.00063728192992081685 0.00088910891128026674 -0.00061435941366824222 0.00093522812214905115 0.00028618477061517723 -0.0010133605135066977 0.00027979664452404304 -0.00050190740761170698 0.0010809756214395184 0.00090296152436197168 -0.00060748867452420894 -0.00041314852845384656 0.00085665834711823015 1.1674745979345934e-05 0.0011883609834010954
leaf_weight=0.001070856401955921 0.0014828477342038035 0.0012617621329997766 0.0011551477022630199 0.0010455068715658758 0.0010144592588403603 0.0010107101732970128 0.0013067851462000837 0.0012465456857048132 0.0011208889149360579 0.0011770230924445244 0.0012969743393629329 0.0014716730785860341 0.0011405180734027579 0.0013737655093877255 0.0013531411926472614 0.0017956572088327991 0.001327437777496443 0.0019143969820136775 0.0010634628047876378
leaf_count=55 482 104 471 94 49 39 79 208 233 292 50 220 41 124 74 275 123 73 35
internal_value=0 2.90909e-05 -1.57982e-05 2.92005e-05 7.27825e-05 0.000109451 6.71617e-05 0.000139182 7.84599e-05 0.000138677 -0.000335433 0.000232058 0.000128203 0.000232338 0.000110009 0.000267159 8.29059e-05 0.000357671 0.000725414
internal_weight=0 0.0245587 0.0232969 0.0218141 0.0206589 0.0196445 0.0186338 0.0175883 0.0163417 0.0150349 0.002474 0.0125609 0.0103766 0.00890492 0.00753115 0.00617801 0.00503749 0.00324183 0.00218435
internal_count=3121 3066 2962 2480 2009 1960 1921 1827 1619 1540 342 1198 930 710 586 512 471 196 268
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=21
num_cat=0
split_feature=1213 1374 457 44 133 3 51 148 4 47 52 475 2 3 12 47 3 42 4 1
split_gain=0.000354805 0.000388281 0.000432932 0.000344673 0.00031528 0.000426464 0.000369034 0.000274543 0.000299092 0.000281629 0.000322512 0.000268465 0.000271622 0.000393781 0.000304237 0.000383655 0.000206368 0.000142895 0.000139969 0.000241041
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.089005000000000015 -1.0000000180025095e-35 -0.49405499999999997 0.13148500000000005 0.11434500000000002 -1.0000000180025095e-35 0.092120000000000021 -0.13309499999999996 0.10345000000000001 0.083875000000000019 -0.013929999999999998 1.0000000180025095e-35 -0.076779999999999987 0.09253500000000002
decision_type=2 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 7 -3 -9 10 11 -10 13 -13 15 17 -8 -15 -14 -20
right_child=1 2 -4 -5 -6 -7 16 8 9 -11 -12 12 18 14 -16 -17 -18 -19 19 -21
leaf_value=-0.00075844988246277333 -0.00079295911398524191 -0.00045097857482042487 0.00086155597946391727 -0.00072798166676541712 -0.00068126333544090301 0.00078856599674564357 -9.6283748451168446e-05 -0.00051090510547110741 -0.00018361346265561307 -0.00039797124579594046 -0.0004021096910539956 -0.00054793033232566858 0.0011041745042760466 0.00026656634227873989 0.0010759911398709795 -0.00042583331953174912 -0.00097939390331635364 0.00094951484981962238 7.3717981787393821e-06 0.00091907513306769119
leaf_weight=0.0012506523685843476 0.0011473284714984535 0.0016307474981438466 0.0013980312408363718 0.0012167829392275556 0.0011315326404645323 0.0017897986239623345 0.0012030987167024887 0.0012350763156527755 0.0015770616139045854 0.0013477572255169443 0.0012504151243540327 0.001039974903856317 0.001520961999446957 0.0015641823620846911 0.0012038068008272118 0.0012546784857095927 0.0010534387454583785 0.0011129638054770546 0.0010427140868239926 0.0015023493322351561
leaf_count=491 55 86 102 59 366 123 205 113 271 18 218 40 51 258 25 111 54 178 172 125
internal_value=0 3.58247e-05 7.37459e-05 2.72295e-05 6.81425e-05 0.000107899 4.55502e-05 0.000117898 0.000177168 0.000236114 0.000301504 0.000375947 0.000462111 0.000269593 0.000435143 0.000238935 -0.000508554 0.000550487 0.000754512 0.00054555
internal_weight=0 0.0262227 0.0250754 0.0236773 0.0224606 0.021329 0.0195392 0.0172827 0.0156519 0.0144169 0.0130691 0.0118187 0.0102416 0.00617561 0.00513563 0.00393182 0.00225654 0.00267715 0.00406603 0.00254506
internal_count=3121 2630 2575 2473 2414 2048 1925 1666 1580 1467 1449 1231 960 612 572 547 259 436 348 297
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=14
num_cat=0
split_feature=2 3 156 484 160 52 12 133 43 15 4 151 13
split_gain=7.73647e-05 0.000197956 0.00012285 0.000115606 0.000116441 0.000219962 0.000129771 0.000200349 0.000156111 0.000143676 0.00015668 0.000188251 0.000118748
threshold=-1.0000000180025095e-35 -0.13309499999999996 0.091255000000000017 -0.0068949999999999992 -0.091944999999999985 0.10744000000000002 -0.029094999999999999 0.085815000000000016 -0.074359999999999996 1.0000000180025095e-35 -0.0016099999999999997 -0.0033899999999999994 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 8 12 10 -10 -12 -8
right_child=2 -3 -4 4 5 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.00053176302793931643 -0.0017434756120479698 0.0026306311642171122 -0.0019168733002011787 -0.0014236564854877593 -0.001364486918260237 0.0024296204407907246 0.00300321097865022 -0.001946702779904439 0.0018392898230046785 -0.0015597756678729965 -0.002042976397037721 0.00095003381512802593 0.00068520051537594012
leaf_weight=0.0012367109748723237 0.0010215356984929558 0.0010351365365288473 0.001039539172349742 0.0012544680386571772 0.0015946861674656114 0.0012212677835665717 0.001076987588526368 0.0010108691227450886 0.0015862663436792268 0.001215399837123321 0.0010346963034475465 0.0014181948643219961 0.0015129369392626922
leaf_count=44 476 155 262 357 192 132 117 394 125 509 76 154 128
internal_value=0 0.000909139 -0.000147448 -1.55668e-05 0.000120991 0.000287015 3.66144e-05 0.000288927 0.000577019 4.85912e-05 0.000532556 -0.000312499 0.00164912
internal_weight=0 0.00227185 0.0149868 0.0139473 0.0129258 0.0116713 0.01045 0.00885535 0.00784448 0.00525456 0.00403916 0.00245289 0.00258992
internal_count=3121 199 2922 2660 2184 1827 1695 1503 1109 864 355 230 245
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=22
num_cat=0
split_feature=39 3 42 376 3 48 43 41 0 13 39 457 2 2 52 0 16 3 43 16 3
split_gain=0.000469536 0.000692946 0.000633037 0.000528624 0.0004007 0.000576598 0.000804352 0.000495007 0.000418804 0.000319378 0.000306839 0.000264904 0.000257668 0.000661943 0.000419043 0.000252086 0.000250568 0.000207253 0.000184668 0.000158515 0.000149488
threshold=0.15619500000000003 0.30112000000000005 -0.12995999999999999 0.088470000000000007 -0.10023499999999998 -0.064549999999999982 0.084740000000000024 0.078065000000000009 -0.052984999999999997 0.084330000000000016 0.08568000000000002 -0.0029299999999999994 0.11215000000000001 0.10005000000000001 0.11989500000000002 -0.23001499999999997 0.22339500000000004 -0.13309499999999996 -0.074359999999999996 -0.056919999999999991 -0.077354999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 10 -7 11 -6 13 15 -14 -13 -10 -11 20 -20 -17
right_child=-2 -3 3 -5 8 6 -8 -9 16 17 -12 12 14 -15 -16 18 -18 -19 19 -21 -22
leaf_value=-0.0009664900955633763 0.00094520755828920078 0.00099314715475366973 0.001147388902873966 0.00094740421483276356 -0.00073201120762565448 0.00099741859524499514 -0.00083291032169712528 -0.00049240008037927945 -0.0003156195560097459 -7.3113460437317264e-05 0.00060503370603854636 0.00031933990530652611 -0.00088212894969028196 0.00088981428770150796 0.00025912529698934286 -0.00035908678437039063 -0.0011834663023530033 0.0006224098957251685 -0.00027572753286755582 -0.00095896063556939206 0.0003877764228334487
leaf_weight=0.0014794239709099979 0.0010038307093083168 0.0012436850521775336 0.0010468772541258895 0.0010523650687465904 0.0014159692357009488 0.0015565869209499504 0.001636426897612786 0.001321874901689668 0.0014363013164002186 0.0019151717116097098 0.001114356285769059 0.00166129584457053 0.0017089685387842732 0.0014643767952848274 0.0010000654545816445 0.0010916014689112963 0.0011952564079763528 0.0014965887231053179 0.0016606640891347318 0.0011115650424428332 0.0010133317581568794
leaf_count=147 26 131 35 46 206 75 45 64 135 126 147 42 120 163 28 420 107 63 633 280 82
internal_value=0 -2.91453e-05 -7.55826e-05 -2.46927e-05 -6.58643e-05 0.000170649 4.16503e-05 0.000269171 -0.000199567 0.000471794 -9.81711e-05 -0.000162784 -8.75401e-05 3.882e-05 -0.000460824 -0.000151772 -0.000709797 0.000231982 -0.000312245 -0.00054968 4.59161e-07
internal_weight=0 0.0286228 0.0273791 0.0258996 0.0248473 0.00897353 0.00792665 0.00629022 0.0158738 0.00496835 0.0132422 0.0121278 0.0107119 0.00800283 0.00270903 0.00653846 0.00263156 0.00341176 0.00487716 0.00277223 0.00210493
internal_count=3121 3095 2964 2817 2771 408 373 328 2363 264 2121 1974 1768 1620 148 1457 242 189 1415 913 502
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=14
num_cat=0
split_feature=147 484 41 3 0 43 16 160 1 42 52 4 0
split_gain=7.88969e-05 0.000142406 0.000136803 0.000185847 0.000256497 0.000125247 0.00014777 0.000178675 0.000261946 0.00018826 0.000124268 0.000123014 6.92651e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.078065000000000009 -0.12018999999999998 0.11070500000000001 0.12266000000000001 -0.36241499999999999 -0.080409999999999995 0.094825000000000007 -0.0060199999999999993 -0.054584999999999995 -0.0016099999999999997 -0.081304999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 11 -10 -11 12 -9
right_child=-2 2 -4 5 -6 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.0023493712545991558 0.0012581851619530389 0.0034841586305619674 -0.0020432263074828113 -0.0022780125178199911 -0.00056757492653855275 0.0016854401249107344 -0.00214856923481391 0.0011461349272657081 -0.00070796493308353128 0.0010034962115885837 0.003706317623125508 -0.0024918875571086165 -0.00099304507715109033
leaf_weight=0.0010270847359185641 0.0016693576592445849 0.0013576711544670559 0.0011227578179600082 0.0013361886180225614 0.0010337417325096965 0.0012373373360056528 0.0013284186339197783 0.0010000038496889817 0.0010657464856809185 0.0012747227250234916 0.0012811385866222658 0.001193512697073385 0.0013177789330722223
leaf_count=492 124 109 130 200 83 184 393 470 52 207 86 171 420
internal_value=0 -0.000143786 1.19164e-05 0.000183776 0.00173271 -0.0001519 -0.00038394 -8.48329e-05 0.000299513 0.00145598 0.0023583 -0.000893281 -7.00991e-05
internal_weight=0 0.0155761 0.014549 0.0134263 0.00239141 0.0110348 0.00979751 0.00846132 0.0071329 0.00362161 0.00255586 0.0035113 0.00231778
internal_count=3121 2997 2505 2375 192 2183 1999 1799 1406 345 293 1061 890
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=13
num_cat=0
split_feature=124 4 160 160 15 16 3 15 48 52 160 13
split_gain=7.80176e-05 9.26426e-05 0.000168655 0.000164229 0.000202176 0.000187716 0.000193319 0.000134336 0.000113962 0.000101229 0.000234197 0.000186967
threshold=-0.043384999999999993 0.0061450000000000003 0.086870000000000017 0.088755000000000014 -0.016799999999999995 -0.101115 0.0051600000000000005 -0.15026499999999995 0.082620000000000013 0.077655000000000016 -0.011159999999999998 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 7 -7 -3 9 10 -2 -11
right_child=1 3 -4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=0.0013923323564090781 0.00029776165198052736 0.0018560993518339922 -0.0031812166852068554 0.0027818807343919887 0.0019092284337540988 -0.00027843406475487869 -0.0040259923276021389 -0.00092516910369036726 0.0011109778202607822 0.0019244067938587954 -0.0042034049144994059 -0.0018945835689936975
leaf_weight=0.0015890871371681608 0.0010199166249709605 0.0014948641867221224 0.0010355537090412925 0.0010462585506629818 0.0017869373179081327 0.0012923865873054573 0.0011403258291009521 0.0015638511764377305 0.0018089985134754488 0.0011760144049188237 0.0010150006651316254 0.0010844319201905386
leaf_count=259 305 138 189 104 86 183 59 178 276 180 584 580
internal_value=0 -0.000151282 -0.000705715 0.000324248 -2.90349e-05 -0.000659755 -0.00203509 0.0004341 -0.000285767 -0.000874008 -0.00194738 9.22752e-05
internal_weight=0 0.0154645 0.00713992 0.00832462 0.00727837 0.00549143 0.00243271 0.00305872 0.00610436 0.00429536 0.00203492 0.00226045
internal_count=3121 2862 2114 748 644 558 242 316 1925 1649 889 760
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=14
num_cat=0
split_feature=14 147 11 3 2 124 0 3 0 0 2 151 15
split_gain=8.0485e-05 0.000105201 0.000124958 0.000135953 0.000164375 0.000131629 0.000136634 0.000207465 0.000150268 0.000107759 0.000187761 0.000150067 0.000173561
threshold=0.062655000000000016 0.089025000000000007 0.087830000000000005 -0.12018999999999998 0.10444500000000002 -0.043384999999999993 -0.053834999999999994 0.10542000000000001 -0.074479999999999977 -0.10607499999999999 0.11215000000000001 -0.0083949999999999979 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 10 11 -7 -13
right_child=-2 -3 -4 5 -6 6 7 -9 -10 -11 -12 12 -14
leaf_value=0.00010110166391232738 -0.0016738958108862279 0.0019289218940917346 -0.0021168896141388572 0.0016870205641543396 0.0033350405794004964 -0.0011210608684724592 -0.0036273325236836061 -0.00011924584364575712 0.0021418561010365517 -0.0018185471316287849 -0.001848827317963308 3.8125649175406449e-05 0.0032490439687443006
leaf_weight=0.0014375478182144788 0.0010222111149119631 0.0010999041440409299 0.0010096856385590778 0.0012770811615135822 0.0010017807550157798 0.0010489261824356833 0.0011037621495618424 0.0014853648082290838 0.001072782075848433 0.0014308875135451878 0.0013578102867585207 0.0012705045178315055 0.0012588748356402455
leaf_count=97 104 118 107 232 63 56 202 64 350 1481 98 95 54
internal_value=0 0.000100417 -3.58881e-05 0.000116975 0.00142921 -0.000166147 -0.000402129 -0.00161477 1.98823e-05 -0.000337651 9.16331e-05 0.000827953 0.0016362
internal_weight=0 0.0158549 0.014755 0.0137453 0.00243933 0.011306 0.0100289 0.00258913 0.00743979 0.006367 0.00493612 0.00357831 0.00252938
internal_count=3121 3017 2899 2792 160 2632 2400 266 2134 1784 303 205 149
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=21
num_cat=0
split_feature=1374 457 44 1213 2 484 148 0 0 15 42 1 52 4 43 3 49 43 1 12
split_gain=0.00032822 0.000508592 0.000315583 0.000340071 0.000305113 0.000370591 0.000299482 0.000311446 0.000487019 0.000267948 0.000400812 0.000228055 0.000341407 0.000216258 0.000211492 0.00019312 0.00023089 0.000169802 0.000143607 8.49139e-05
threshold=-0.094929999999999987 0.091015000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.14753000000000002 -0.0068949999999999992 -1.0000000180025095e-35 -0.10607499999999999 -0.08824499999999999 -0.03241999999999999 0.091465000000000005 1.0000000180025095e-35 -0.07278999999999998 -0.49405499999999997 -0.079109999999999986 0.13524500000000003 -0.080089999999999981 -0.084004999999999982 0.11103500000000001 0.10645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 15 -9 14 11 13 -13 -11 -10 16 -8 -15 -18 -16
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12 12 -14 17 19 -17 18 -19 -20 -21
leaf_value=-0.00079312984976964891 -0.00071889640774180062 0.00084110761597484297 -0.0007506535929205809 -0.0007836753803074039 0.00078532160964204861 -0.00049806119723231311 0.00077736700982276451 -0.00082050363259958273 -9.7527965423870367e-05 -0.00027645186037501552 -0.00088361476845729586 0.00027921858326559031 -0.00084617576503085454 0.00091823939719044259 0.00092535659234466671 0.00093642343332012113 0.00031178644065195876 0.00020886897834841042 -0.00027742489855395554 0.00038646066808441048
leaf_weight=0.0010139801688833208 0.0011970506045009535 0.0013951755849347372 0.0011312625576316284 0.001091291577608503 0.0010468961465843743 0.0017433138003815065 0.0012378185453159052 0.0013183160813798273 0.0011056518071197452 0.0010633375440214305 0.0010223839971074677 0.0010157501626109067 0.0011021204712765575 0.001029863018057295 0.0011138567911895903 0.0010118051690632957 0.0019736566692309864 0.0018508546533203283 0.0013770662467416095 0.0011815541455614809
leaf_count=55 489 104 59 431 121 92 58 265 198 16 200 125 159 96 158 53 148 201 43 50
internal_value=0 1.95607e-05 -2.89787e-05 7.33403e-06 4.81756e-05 1.00448e-05 5.52824e-05 0.000110709 -1.8321e-05 8.25366e-05 -7.25659e-05 6.42228e-05 -0.000306426 0.000263253 0.000405611 0.000382663 0.000260555 0.00046247 6.96348e-05 0.000647962
internal_weight=0 0.025009 0.0236138 0.0224826 0.0212855 0.0202386 0.0191473 0.017404 0.0118037 0.0104854 0.00708431 0.00606193 0.00211787 0.00394406 0.00340106 0.00560035 0.00458854 0.00288072 0.00335072 0.00229541
internal_count=3121 3066 2962 2903 2414 2293 1862 1770 1468 1203 797 597 284 313 406 302 249 297 191 208
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=13
num_cat=0
split_feature=124 123 133 12 50 3 4 1 42 49 15 2
split_gain=8.42798e-05 0.000123776 0.000141954 0.000121218 0.000143676 0.00017992 0.000134829 0.000117291 0.000119549 0.00018979 0.000158141 0.000136818
threshold=0.0049200000000000008 1.0000000180025095e-35 0.093255000000000018 -1.0000000180025095e-35 0.085685000000000011 -0.15447499999999995 -0.27825499999999997 0.12500000000000003 0.084050000000000014 -0.006494999999999999 -0.074054999999999996 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 9 10 -8 -11
right_child=-2 -3 -4 4 -6 6 7 -9 -10 11 -12 -13
leaf_value=-0.0021008515169425963 0.001744025463680001 0.0016770584251484984 -0.0025520231740187747 0.0023867200995009428 -0.0020597743452410618 -0.0021428720003760396 0.00049485196795229095 0.001838043598027386 -0.0015598063428711873 0.0028700695417995083 -0.0026716387989229699 0.00023355881609194275
leaf_weight=0.0011073285190312246 0.0010096068028558327 0.0013699074452946233 0.0010077652434967313 0.0013800240148822427 0.0011363536513542541 0.001048213398636034 0.0013511332268575649 0.0014736805997059843 0.0016779485932566091 0.0013452236262498649 0.0011334140104357652 0.0017963424041861249
leaf_count=136 72 227 505 155 433 91 82 86 638 131 100 465
internal_value=0 -0.000118874 -0.000289047 -0.000119485 5.82792e-05 0.000273063 -2.37939e-05 0.00022926 -9.53305e-05 0.000341439 -0.000949655 0.00136252
internal_weight=0 0.0158273 0.0144574 0.0134497 0.0123423 0.011206 0.00982596 0.00877774 0.00730406 0.00562611 0.00248455 0.00314157
internal_count=3121 3049 2822 2317 2181 1748 1593 1502 1416 778 182 596
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=20
num_cat=0
split_feature=1374 457 1213 44 484 148 42 4 15 43 42 12 2 2 2 2 47 9 2
split_gain=0.000381304 0.000471081 0.000354246 0.000277503 0.000249809 0.000237317 0.000250724 0.000300322 0.000203172 0.000309542 0.000419632 0.000377091 0.000357135 0.000303561 0.00026655 0.000249491 0.000122886 0.000144453 5.63124e-05
threshold=-0.094929999999999987 0.091015000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 0.093175000000000022 0.076415000000000025 -0.094549999999999981 0.13895500000000002 0.083995000000000014 0.051320000000000005 0.081685000000000021 0.092120000000000021 0.10467500000000002 0.091265000000000013 0.092710000000000015 0.10750500000000002 0.11293500000000002
decision_type=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 8 -8 15 10 11 12 -10 -13 -14 16 17 -7 -17
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 13 14 -15 -16 18 -18 -19 -20
leaf_value=-0.00095042752936403622 -0.00087829018047185458 0.00096819467024654871 -0.00062541955678624243 -0.00074420727590251295 -0.00044764906083637933 0.00079877433385181396 -0.00085130050288822383 0.0001946274982183904 0.00081362836090967719 0.00076785386566420534 0.00078050103950770154 -0.00114587172639851 -0.0007240582850517387 -9.1707652762629141e-05 0.00028911318779918118 0.00066885238701647502 -0.00021412137624633094 -9.3369489404983556e-06 0.0011901122439985788
leaf_weight=0.0010239195791541525 0.0011359069832561483 0.0012667468164159193 0.0012197992597630511 0.0011061022498886066 0.0017253849732616891 0.0012212040547963177 0.0012299103341049658 0.0015345098751200215 0.0012881942526870097 0.0014869598734313936 0.0013630232706088458 0.0013906405585377424 0.0012550175237624472 0.0013281465420891814 0.0013301926352280447 0.0010617199400335675 0.0010778857017924304 0.0010010040473410475 0.001001659553454326
leaf_count=55 489 104 449 59 101 103 282 118 63 102 302 286 79 172 86 91 55 14 111
internal_value=0 3.22115e-05 -1.98885e-05 2.52088e-05 6.66927e-05 0.000110446 0.000165251 -0.000270713 0.000246652 0.000107422 -1.6024e-05 -0.000180716 0.000135277 -0.000630905 -0.000202742 0.00049176 0.000222818 0.000434757 0.000921896
internal_weight=0 0.024024 0.0227573 0.0216214 0.0205153 0.0192955 0.0175701 0.00276442 0.0148056 0.00944217 0.00795521 0.00659219 0.0038734 0.00271879 0.00258521 0.00536347 0.00330009 0.00222221 0.00206338
internal_count=3121 3066 2962 2473 2414 1965 1864 400 1464 1090 988 686 228 458 165 374 172 117 202
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=14
num_cat=0
split_feature=4 151 1 160 13 48 4 43 52 16 3 0 52
split_gain=7.46011e-05 9.54151e-05 0.000146722 0.000124954 0.000117426 0.000133065 0.000130118 0.000107716 0.000178772 0.000108436 7.1692e-05 0.000144133 5.0223e-06
threshold=0.27287000000000006 -0.024429999999999997 0.091785000000000019 -0.090969999999999981 -0.083364999999999981 0.095425000000000024 -0.0024449999999999997 -0.074359999999999996 -0.0064899999999999992 0.38525000000000004 0.11296500000000002 -0.0058249999999999994 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 7 12 9 -9 -6 11 -2 -5
right_child=10 3 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00055389646737270739 0.0023892425417216027 -0.0021214448361264317 0.0021300436865113615 0.0017036690346250434 -0.0009638221470060044 0.0010416935688938411 -0.00070295109737876309 -0.0031670049319458145 -0.00050327943053807386 0.0011107545276885084 -0.0004427565468051072 -0.00024929525226118543 0.0011806029652569202
leaf_weight=0.0010973023599540619 0.0012694744416935078 0.0010196001368201488 0.0011324976849137469 0.0010075642594501444 0.001910882127325487 0.001148367781145132 0.0012568690312091619 0.0012032728861188684 0.001614273185598117 0.0010784649367143739 0.0010423305494418056 0.0010229654062910839 0.0010015407130434806
leaf_count=274 175 360 177 232 337 112 146 270 644 94 116 61 123
internal_value=0 -0.000179196 0.000809255 -0.000375271 -0.000201085 -0.000585283 0.000617109 -0.000907033 -0.00164086 -0.000215378 0.000694669 0.00121184 0.00144292
internal_weight=0 0.0134706 0.0022298 0.0112408 0.0102212 0.00695526 0.00326597 0.00580689 0.00281755 0.00298935 0.00333477 0.00229244 0.0020091
internal_count=3121 2769 451 2318 1958 1457 501 1345 914 431 352 236 355
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=13
num_cat=0
split_feature=14 147 48 4 15 0 1 0 0 0 16 4
split_gain=7.14671e-05 8.76705e-05 0.000107897 0.000161893 0.000176963 0.000190417 0.000207795 0.000172844 9.57523e-05 0.00016757 8.55059e-05 7.35735e-05
threshold=0.062655000000000016 1.0000000180025095e-35 0.12879500000000002 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.093575000000000019 -0.062294999999999996 -0.030209999999999997 0.041630000000000007 -0.094359999999999986 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -7 -9 -10 -6 -11
right_child=-2 -3 -4 -5 5 7 -8 8 9 11 -12 -13
leaf_value=-0.0026973478588920206 -0.0016700991235894238 0.0015871006697191403 -0.0020248930058206958 0.0019985983276504171 -0.0011506520516437672 -0.0022156880891600938 0.0035415391321220856 0.0016693871188021487 -0.0026739305044111428 -0.00080205875626581107 0.0014617146775569826 0.0013028789087778658
leaf_weight=0.0010630217892789737 0.0010254034816586923 0.0015188992659185266 0.0010881595303670619 0.0016687359145553466 0.0010639478923424872 0.0018630624442493937 0.0011956425715862196 0.0012420795877940982 0.0010166588987373642 0.0012307410877212543 0.0010561027145499233 0.0016362977977930626
leaf_count=196 104 167 81 241 69 1697 97 164 53 123 41 88
internal_value=0 0.00010233 -5.73381e-05 0.000106897 -0.000170801 8.98386e-05 0.00137344 -0.000519136 9.75087e-05 -0.000405208 0.000150698 0.000399287
internal_weight=0 0.0156433 0.0141245 0.0130363 0.0113676 0.0103045 0.00331569 0.00698884 0.00512578 0.0038837 0.00212005 0.00286704
internal_count=3121 3017 2850 2769 2528 2332 207 2125 428 264 110 211
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=20
num_cat=0
split_feature=1213 44 3 39 42 48 4 47 0 43 4 52 15 42 2 0 0 4 4
split_gain=0.000322016 0.000268503 0.000226309 0.000209588 0.000339538 0.000281441 0.000272502 0.000405204 0.000450233 0.000396687 0.000329781 0.000269862 0.000367709 0.00017839 0.000223325 0.000166261 0.000192477 0.000142929 7.08773e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.20828500000000003 0.13507500000000003 -0.11051499999999999 0.12649500000000002 0.0061450000000000003 0.092710000000000015 -0.17169499999999996 -0.074359999999999996 -0.0024449999999999997 -0.088204999999999992 -0.033689999999999991 0.084050000000000014 0.10097500000000002 -0.12333499999999999 0.0059850000000000016 -0.35136499999999998 0.24564500000000003
decision_type=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 10 8 -8 -9 11 -6 -13 14 17 -10 18 -14 -17
right_child=1 -3 -4 -5 5 -7 7 9 15 -11 -12 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00071350923222788859 -0.00073608738318457463 -0.00061860200207125029 0.00066051700303604039 0.00062134369024529766 -0.00046818501303764326 -0.00062953137662435249 0.0010223567245971257 0.00032801240914296742 -0.00023377250299935401 -0.00082403395027920879 -0.00077329503163556257 0.00086093096307557544 -2.6532231454017772e-05 -0.00042438816394170054 -0.00028536920675088562 0.0003306248941604943 -7.4936119990106178e-05 0.00058379863895845143 0.00078655331164831648
leaf_weight=0.0010417584555902351 0.0010148338028252704 0.001039094803044093 0.0010673457780847597 0.0010177062019236507 0.001598403839881672 0.001010731592178348 0.001630156243414671 0.0010440702494627502 0.0010917485477055511 0.0010376598997878794 0.0010307955540853524 0.0010288034522334634 0.0010845143702589155 0.0013061138799512206 0.001465578537049872 0.0011224909574664155 0.0012073946504546074 0.0017400027964134864 0.0012602740380655841
leaf_count=491 134 60 132 34 407 60 63 47 66 57 167 200 35 419 47 185 54 325 138
internal_value=0 3.67029e-05 6.79974e-05 3.74326e-05 7.22715e-06 4.76554e-05 8.64391e-05 0.000258608 0.000425106 -0.000246237 -6.9722e-05 1.847e-05 0.000135884 2.59219e-06 0.000132586 0.000217155 0.000354279 0.000349453 0.000571771
internal_weight=0 0.0227977 0.0217586 0.0206913 0.0196736 0.0186587 0.017648 0.00839379 0.00631206 0.00208173 0.00925421 0.00822342 0.00662501 0.00559621 0.0042901 0.00468191 0.00359016 0.00282452 0.00238276
internal_count=3121 2630 2570 2438 2404 2270 2210 610 506 104 1600 1433 1026 826 407 443 377 360 323
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=13
num_cat=0
split_feature=124 52 52 14 15 47 1 48 4 0 2 3
split_gain=7.94214e-05 0.000114588 0.000159071 0.000110441 0.000150365 0.000161846 0.000158428 0.000140247 0.000215728 0.000142353 0.000101373 0.000233403
threshold=0.0049200000000000008 -0.24456499999999998 -0.096999999999999989 -0.10708499999999999 -0.15026499999999995 0.092710000000000015 0.077565000000000009 0.086260000000000017 -0.036839999999999991 -0.10607499999999999 0.10097500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 8 -8 -10 11 -6
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0023489028272681593 0.0019155854329127022 0.0026758254489811194 -0.002305955885566285 0.0021537964017172089 -0.0027377540602962374 -0.0022268949313537499 -0.0010458299494417401 -0.00073294800519003707 0.0042412161882376277 0.00094609315383135148 -0.002617361855995082 0.0016510981189382335
leaf_weight=0.0010733440565514904 0.0010019586775567432 0.0010487584038842207 0.0011022971647880195 0.0014451954903072573 0.001027733764311008 0.0017467482696982015 0.0010403850377530832 0.0018013962387820603 0.0014293265952914913 0.0011914488860579331 0.0012743988439533199 0.0014449026560236517
leaf_count=356 72 222 103 205 516 183 354 135 111 126 214 524
internal_value=0 -0.000129052 3.46755e-05 -0.000170446 1.93663e-05 -0.000262176 0.000110465 0.000875215 0.00166648 0.0027432 -0.00100441 -0.000173097
internal_weight=0 0.0156259 0.0145526 0.0135038 0.0124015 0.0109563 0.00920959 0.00546256 0.00366116 0.00262078 0.00374704 0.00247264
internal_count=3121 3049 2693 2471 2368 2163 1980 726 591 237 1254 1040
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=19
num_cat=0
split_feature=13 13 453 0 49 2 43 12 40 16 51 160 43 49 12 2 16 1
split_gain=0.000351216 0.000526724 0.000312355 0.00034106 0.00028971 0.00028746 0.00026476 0.000358012 0.00041711 0.000727745 0.000279498 0.000265534 0.000336658 0.000179084 0.000175252 0.000171458 0.000144946 7.22224e-05
threshold=-0.53104499999999988 -0.47860499999999995 1.0000000180025095e-35 -0.23091999999999999 0.094245000000000009 0.11411 -0.50775499999999985 0.10345000000000001 0.051255000000000002 0.15891500000000003 -0.090529999999999985 -1.0000000180025095e-35 -0.074974999999999986 -1.0000000180025095e-35 0.11650500000000001 0.090425000000000019 -0.070454999999999976 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 -8 -12 -13 -7 -9 17 -6 -14
right_child=1 2 -4 4 16 13 7 14 -10 -11 11 12 15 -15 -16 -17 -18 -19
leaf_value=-0.00088722807902448617 0.0010387175283333588 0.00062406066646933508 -0.00084748793332665138 0.00047327645674908572 0.00085056032823720498 0.00086142891650421249 0.00045217724710064691 0.00057376133129664387 0.00054363227845403918 -0.0013705747310720942 -0.0008770955575064009 0.00036197429215251002 -0.00094108682629130203 1.5870112330101566e-05 -0.00016689508388914308 -9.9766325579187992e-05 5.8849467402062528e-05 -0.00043728701753471567
leaf_weight=0.0010358644594585789 0.0011004105076943818 0.0018647952250052625 0.0010371557772503861 0.0012878354597467513 0.0011237748968076777 0.0010151730320164809 0.0010545277524198213 0.0015788028414347463 0.0010672549097769943 0.0016674787953701595 0.0018771812273797907 0.0016428710662852175 0.0013225766596456946 0.0013286471528137908 0.0013716559914598303 0.0019677529191140519 0.0010076844730702575 0.0012927609764801506
leaf_count=36 49 76 79 57 128 77 87 116 30 246 504 323 570 201 45 185 251 61
internal_value=0 1.37553e-05 -3.42234e-05 3.31349e-06 -5.28627e-05 -0.00011391 -0.000185982 -0.000243182 -0.000360436 -0.000449568 -0.000281866 -0.000377393 -0.000226729 0.000382105 0.000229433 -0.000437758 0.000476265 -0.000692059
internal_weight=0 0.0246083 0.0235079 0.0224708 0.020606 0.0184745 0.0161307 0.0148429 0.0118924 0.0108251 0.00915767 0.00810314 0.00622596 0.00234382 0.00295046 0.00458309 0.00213146 0.00261534
internal_count=3121 3085 3036 2957 2881 2502 2224 2167 2006 1976 1730 1643 1139 278 161 816 379 631
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=20
num_cat=0
split_feature=1374 457 11 160 124 133 484 448 1213 2 16 13 0 13 16 3 0 0 15
split_gain=0.000371532 0.000655956 0.000311834 0.000328258 0.000421818 0.000329384 0.000354447 0.000345506 0.000394161 0.000278989 0.000288085 0.000395179 0.000248239 0.000271522 0.00043395 0.000247807 0.000404738 0.000290677 0.000144658
threshold=-0.094929999999999987 0.091015000000000013 0.088215000000000002 -0.22361499999999998 0.10281000000000001 0.10622000000000002 -0.0068949999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097845000000000015 0.13751500000000003 0.14871000000000004 -0.18901999999999997 -0.089109999999999981 -0.052894999999999991 -0.13309499999999996 -0.076234999999999983 -0.10607499999999999 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 10 15 -12 -11 -14 -15 -10 17 18 -17
right_child=1 -3 -4 4 -6 -7 7 8 9 12 11 -13 13 14 -16 16 -18 -19 -20
leaf_value=-0.00083468456600120362 -0.00064931869220949542 0.00096644770529852135 -0.00067086157289318734 -0.00066737137769979163 0.00088881587574884708 -0.00075662195542938076 -0.00053875775197356941 -0.00061740406070489695 -0.00038785454323164725 -0.00019579405127655118 -0.00085578312733146985 0.0003336085879294813 0.0010223364868530776 0.00093575716773608647 -0.00012316865027756085 0.00010068067374303633 0.0011876948699142287 -0.00027712196982040776 0.00074501427154345309
leaf_weight=0.0010934267161601943 0.0014741732654572895 0.0015040890229115469 0.0014880784665991511 0.001344249066504064 0.0012328721600274309 0.0011202831274072364 0.001606255104981357 0.001256287439743319 0.0011784784672634798 0.001005975917802715 0.0014199848225419642 0.0010179937277428053 0.0019706421613410186 0.0014608361781305174 0.0018766279989981252 0.0013503227689355413 0.0010014878128979422 0.001885247092699549 0.0016351046042615194
leaf_count=55 324 104 109 408 34 390 83 380 27 36 123 15 103 100 200 44 86 464 36
internal_value=0 3.16887e-05 -2.38283e-05 1.65646e-05 6.04604e-05 1.21278e-05 5.51683e-05 0.000107205 0.000168028 0.000230468 7.25585e-05 -0.000359145 0.000467771 0.000593527 0.000340332 0.000221833 0.000344191 0.000170753 0.000453579
internal_weight=0 0.026829 0.0253249 0.0238368 0.0223626 0.0211298 0.0200095 0.0186652 0.017059 0.0158027 0.00948862 0.00243798 0.00631408 0.00530811 0.00333746 0.00705064 0.00587216 0.00487067 0.00298543
internal_count=3121 3066 2962 2853 2529 2495 2105 1697 1614 1234 795 138 439 403 300 657 630 544 80
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=13
num_cat=0
split_feature=2 3 131 42 49 15 49 1 15 0 52 0
split_gain=7.59728e-05 9.66657e-05 9.47271e-05 9.20957e-05 0.000121776 0.000211495 0.000141446 0.000140598 0.000190813 8.11988e-05 0.00011956 2.78738e-05
threshold=0.12358500000000001 0.12745000000000004 0.08844500000000001 0.092860000000000012 -0.0020949999999999996 -0.036009999999999993 -0.049039999999999993 0.111945 -0.10203999999999998 -0.10151999999999999 0.083680000000000018 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -6 -10 -11 -12
right_child=1 -3 -4 -5 7 -7 -8 -9 9 10 11 -13
leaf_value=0.0013496981864074508 0.0021301277822990952 -0.00019486863073693179 -0.0017747797226418047 -0.001488081578681612 -0.001668692269128254 -0.0024245930208070822 -0.0013679126593715359 0.0019707616945316528 0.0018851359548222046 -0.00090271042490155278 0.0018175145544024841 0.00049259851714474881
leaf_weight=0.0015698008520310322 0.0011312288219514624 0.0011623736013194885 0.0010746002918499845 0.0012543537374250175 0.0014492647890324162 0.0014360315571390623 0.0010084234339617637 0.0016990082849197563 0.0012954159703779684 0.0016372468985482135 0.0010140471379438548 0.0010222320289994258
leaf_count=155 205 110 403 410 169 243 80 97 107 682 439 21
internal_value=0 0.000951844 -0.000157367 -2.75229e-05 0.000123494 -0.000683183 0.000286756 0.000522425 0.000139025 0.000666273 0.000236458 0.00115239
internal_weight=0 0.0022936 0.0144604 0.0133858 0.0121315 0.00401426 0.00257822 0.00811722 0.00641821 0.00496894 0.00367353 0.00203628
internal_count=3121 315 2806 2403 1993 478 235 1515 1418 1249 1142 460
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=20
num_cat=0
split_feature=1456 1213 1374 457 2 11 147 3 15 457 14 0 0 12 0 2 49 1 0
split_gain=0.000321128 0.00034256 0.000345591 0.000358168 0.000323019 0.000343503 0.000302136 0.000204932 0.000577618 0.000315755 0.000190805 0.00031253 0.000240013 0.000165351 0.000454482 0.000631927 0.000145871 0.000167287 6.16924e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.14753000000000002 0.088215000000000002 0.099230000000000013 -0.12018999999999998 -0.015744999999999999 -0.0029299999999999994 -0.22253999999999999 -0.10607499999999999 -0.08824499999999999 -0.010834999999999999 -0.053834999999999994 0.097845000000000015 -0.072814999999999977 0.11282000000000002 0.12113000000000002
decision_type=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 7 8 -4 -9 -11 16 -13 -14 -15 -16 -12 -18 -10
right_child=1 2 3 -5 -6 -7 -8 9 18 10 11 12 13 14 15 -17 17 -19 -20
leaf_value=-0.0008178603662871638 -0.00075404363419954068 -0.00077732180066168418 0.0011751026517279033 0.00090367981920208454 0.00080744991862923313 -0.00072747009634081296 -0.00057793563426402261 -0.00065707697345558831 0.00020046711446951497 -0.00048958803509540131 0.00095620183038126966 -0.00063329479915989989 0.00043938485024578027 0.00045771135357679796 -0.0013315937758506472 0.0001869866675147638 0.00058282341605967564 -9.7787830311540203e-05 -0.00029007824909243178
leaf_weight=0.0010082078592021709 0.0011534945669596222 0.0010033703358640613 0.0013527148789469479 0.0011094222480297891 0.0011447997688865804 0.0012509740242003789 0.0014514165167351925 0.0012735448293761673 0.0011244515045332115 0.0010540375657596144 0.0010087029634964217 0.0011559098807220145 0.0019631511400169215 0.0019005993930975938 0.0010629736480658718 0.0012844330452351782 0.0019987815364439446 0.0012433004790726176 0.0010544443261721881
leaf_count=288 461 55 63 98 124 102 22 205 75 71 53 285 115 764 66 75 107 56 36
internal_value=0 2.10516e-05 5.91993e-05 9.66137e-05 5.4625e-05 1.19164e-05 6.07822e-05 0.000113826 0.000427319 3.44353e-05 0.000103933 0.000157781 -2.37278e-05 8.9714e-05 -7.18811e-05 -0.00050067 0.000472355 0.000321817 -3.6925e-05
internal_weight=0 0.0245905 0.023437 0.0224337 0.0213242 0.0201794 0.0189285 0.017477 0.00353161 0.0139454 0.0126719 0.0116179 0.00736707 0.00621116 0.00424801 0.00234741 0.00425078 0.00324208 0.0021789
internal_count=3121 2833 2372 2317 2219 2095 1993 1971 174 1797 1592 1521 1305 1020 905 141 216 163 111
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=12
num_cat=0
split_feature=1 12 43 16 2 3 15 160 16 160 49
split_gain=6.79403e-05 0.000117477 0.000138455 0.0001705 0.000109037 0.000157772 0.000191715 0.000101422 0.00011709 0.000344373 9.37311e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 0.098035000000000011 0.11924500000000002 -0.033689999999999991 0.086075000000000013 -0.056919999999999991 -0.027994999999999996 -0.023059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 10 -10 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.0017241014160212064 0.0010999407744752829 -0.0018550554256670819 0.0021462356650926513 -0.0022013319897194175 0.0031150899007461917 -0.00058542488678044299 6.5295803939810032e-05 -0.002081972115549704 0.0010565436905855166 -0.003444738144568246 -0.00010899509369728987
leaf_weight=0.0014840053876077905 0.0017293361792234943 0.0012595178545552347 0.0010095166563094966 0.0012963329206814875 0.001442168955570422 0.0019053000858793023 0.0014190676949829006 0.0010967906422172935 0.001248980124768477 0.0011175330501654781 0.0017448815581027483
leaf_count=139 169 121 64 375 262 103 135 192 370 237 954
internal_value=0 -0.000133042 2.45292e-05 -0.00018085 5.76023e-05 0.000727936 0.0016025 -0.000456281 -0.000108092 -0.00106909 0.000717571
internal_weight=0 0.0150241 0.0137646 0.0122806 0.0109842 0.00476654 0.00286124 0.0062177 0.00512091 0.00236651 0.0027544
internal_count=3121 2952 2831 2692 2317 500 397 1817 1625 607 1018
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=18
num_cat=0
split_feature=1213 2 12 147 2 11 457 160 4 4 2 13 2 52 4 0 3
split_gain=0.000348173 0.000211858 0.000212717 0.000463106 0.000332409 0.000300388 0.000310927 0.000183516 0.000209837 0.000189569 0.000191481 0.00052383 0.000379992 0.000206106 0.000233394 0.000175306 0.000192476
threshold=-1.0000000180025095e-35 0.14753000000000002 0.12757000000000002 0.10245000000000001 -0.0091949999999999983 0.080455000000000013 -0.0029299999999999994 -0.22361499999999998 -0.49405499999999997 -0.39518999999999993 0.11215000000000001 -0.0034749999999999994 0.099185000000000009 0.0031350000000000002 -0.012889999999999999 -0.14116499999999996 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 -10 12 -12 13 14 -11 -16 -17
right_child=1 -3 -4 -5 5 -7 7 8 9 10 11 -13 -14 -15 15 16 -18
leaf_value=-0.00081401647227771171 0.00064038138081633353 0.00067275290499463347 0.00062759127783232154 -0.00098412591141293273 -0.00063262079655365439 -0.00077244007592926363 -0.00048601922503315381 -0.00049958901092150593 0.00075065835183466868 -0.00059681239148787137 0.0005443703627701985 -0.00082910274627486164 0.00079293821472254311 0.00051548676648326304 0.00049926193571730732 0.00033214514925541835 -0.00039033626645158624
leaf_weight=0.001058937848392171 0.0017040641244516997 0.0010721463466330785 0.0011208033106937512 0.0010141788644588692 0.0014391472639570515 0.0010947295908587664 0.0011443004643204588 0.0010721860047011528 0.001096493911823866 0.001332734032371467 0.0010203909589065058 0.001395391926383909 0.0019042269030615242 0.0017025459880549709 0.0015301131328797624 0.0013123104883385195 0.001939247033961233
leaf_count=491 169 138 48 28 232 140 228 71 30 384 151 89 176 405 36 235 70
internal_value=0 4.04753e-05 9.41186e-06 -2.40562e-05 2.53997e-05 -3.28731e-05 1.50647e-05 7.5396e-05 0.000120303 0.000170528 0.000118117 -0.000248968 0.00020934 6.71738e-05 -5.76582e-05 9.26133e-05 -9.87468e-05
internal_weight=0 0.022895 0.0218229 0.0207021 0.0196879 0.0179838 0.0168891 0.0154499 0.0143056 0.0132335 0.012137 0.00241578 0.00972118 0.00781695 0.0061144 0.00478167 0.00325156
internal_count=3121 2630 2492 2444 2416 2247 2107 1875 1647 1576 1546 240 1306 1130 725 341 305
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=13
num_cat=0
split_feature=3 0 1 47 4 2 42 43 15 16 0 49
split_gain=7.4296e-05 0.000127622 0.000274449 0.00017927 0.000195864 0.000209933 0.000124017 0.000173982 0.00012348 0.000123278 7.69849e-05 7.69788e-05
threshold=0.13524500000000003 -0.060129999999999996 1.0000000180025095e-35 0.092530000000000015 0.0061450000000000003 0.11215000000000001 -0.098769999999999983 -0.074359999999999996 -0.091604999999999978 -0.27167499999999994 -0.071924999999999989 -0.046979999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 11 -3 -8 -4 -9 -2 -6
right_child=10 6 3 -5 5 -7 7 9 -10 -11 -12 -13
leaf_value=-0.0035896477448370367 0.0018610781170259477 -0.0013254234101245895 0.00039396846800080268 -0.0021334652741414844 0.0012134186331590898 -0.00072221407474634236 0.002346679599297824 0.0013737892134719233 -0.0025156528855164555 -0.0011365840270930487 -0.00033448650502397858 0.0035676118318231291
leaf_weight=0.001057062031962118 0.0014807401234649964 0.0011371616532453999 0.0010208993815892242 0.0014894505986164375 0.0010442362612650413 0.0013354235654385593 0.0019428545738622641 0.0013311241308402444 0.0011824091351980426 0.0016401640820414851 0.0010084086436627495 0.0010426496118797618
leaf_count=1430 132 36 88 180 47 96 171 60 474 257 60 90
internal_value=0 -0.000176157 -0.000675723 -0.000242811 0.000257763 0.00117535 0.000498494 0.000920559 -0.00116748 -1.19478e-05 0.000971607 0.00238962
internal_weight=0 0.0142234 0.00817213 0.00711507 0.00562562 0.00342231 0.0060513 0.00491414 0.00220331 0.00297129 0.00248915 0.00208689
internal_count=3121 2929 2405 975 795 233 524 488 562 317 192 137
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=13
num_cat=0
split_feature=41 2 457 16 16 48 40 4 13 43 15 150
split_gain=6.42457e-05 8.3428e-05 0.000114748 0.000120554 0.000128315 0.000160897 0.000142326 0.000208779 0.000216741 0.000158672 7.52338e-05 7.30825e-05
threshold=0.07831500000000001 -0.0091949999999999983 -0.0029299999999999994 -0.5048999999999999 -0.27167499999999994 0.083985000000000018 -0.069739999999999983 0.053180000000000012 -0.084034999999999985 -0.088004999999999986 -0.055554999999999993 0.08882000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 -10 -9 -7
right_child=-2 2 3 4 5 11 7 10 9 -11 -12 -13
leaf_value=0.0012417036879906358 -0.0011705752025381482 -0.0016580518593144928 0.0018153330098998461 -0.0017259394171306329 -0.0019865833604673115 0.0018088705930515267 0.00096216501861877163 0.00025390372387790443 -0.00014814044231641342 -0.0028087049255838548 0.0020240184066278202 0.00011944704675559455
leaf_weight=0.0015403203692240181 0.0011982614534867811 0.0011056500670982789 0.0010289515712421588 0.0011320007015430964 0.001132974009384502 0.001826480473665397 0.0013140866899287755 0.0012863968015237245 0.0010781749866940219 0.0014226341565734841 0.001342772717585039 0.0011366248540360946
leaf_count=158 151 241 139 130 50 310 401 173 261 997 45 65
internal_value=0 8.70337e-05 -4.17846e-05 9.8914e-05 -5.2396e-05 0.000127341 -0.000276816 2.37901e-05 -0.000757848 -0.00166165 0.00115794 0.00116082
internal_weight=0 0.0153471 0.0138067 0.0127011 0.0116721 0.0105401 0.00757704 0.00644407 0.0038149 0.00250081 0.00262917 0.00296311
internal_count=3121 2970 2812 2571 2432 2302 1927 1877 1659 1258 218 375
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=13
num_cat=0
split_feature=47 47 42 43 16 16 160 2 48 1 1 2
split_gain=6.44218e-05 0.000104029 0.000179478 0.000189849 0.000242123 0.000125079 0.000217948 0.000203064 0.000138162 0.000158907 0.000111888 6.75175e-05
threshold=0.13148500000000005 0.10783500000000001 -0.088934999999999986 -0.20207499999999998 0.22339500000000004 -0.008904999999999998 -1.0000000180025095e-35 0.092875000000000013 -0.032929999999999994 0.11414000000000001 0.099400000000000002 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -8 10 11 -10
right_child=-2 -3 3 4 -6 7 8 -9 9 -11 -12 -13
leaf_value=-0.0026043307650825986 -0.0013177452452224402 0.0019416942557560833 0.0024939422486011959 -0.0029392935573488853 -0.0026936061213412186 -0.00040843156782035379 0.0023291154732954025 0.0029631678980783084 0.00039478181520249066 -0.0024249835072919289 0.0019944680059291757 -0.0016211208360516131
leaf_weight=0.0010255117378187026 0.0013905246720443678 0.001171100679553728 0.0012837357020885074 0.001021680269381018 0.0012907318317009657 0.0013885895213274812 0.0010650302255541567 0.0015227691344601516 0.0019557937082607625 0.0010374467886569011 0.0012135171679718004 0.0010319182161357965
leaf_count=368 65 128 107 476 324 346 73 172 630 127 95 210
internal_value=0 0.000116899 -3.75463e-05 0.00016792 -9.11135e-05 0.00023703 -0.000207315 0.00135506 0.000235474 -0.000190167 0.000361696 -0.000301486
internal_weight=0 0.0150078 0.0138367 0.0128112 0.0115275 0.0102367 0.00732539 0.00291136 0.00630371 0.00523868 0.00420123 0.00298771
internal_count=3121 3056 2928 2560 2453 2129 1611 518 1135 1062 935 840
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=14
num_cat=0
split_feature=124 123 12 133 3 4 0 12 2 0 2 457 4
split_gain=7.13989e-05 0.000122445 0.000103792 0.000133654 0.000120562 8.77236e-05 9.69782e-05 0.000153927 0.000113837 0.000115428 0.000165531 0.000214027 6.61273e-05
threshold=0.0049200000000000008 1.0000000180025095e-35 -0.015429999999999998 0.085815000000000016 -0.20241999999999996 -0.27825499999999997 -0.060129999999999996 0.098810000000000023 0.11548000000000001 -0.10151999999999999 0.079055000000000014 0.045365000000000009 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 9 10 -7 12 -12
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0021127205978926848 0.0015757194566166709 0.0016967004695350309 0.0020049528672181982 -0.002239827699430054 -0.0015830792733935901 0.0016150093692937021 0.0028384659182033732 -0.0003575336786327387 0.0013184090438731187 -0.0024354500863707248 -0.0032514920000620996 0.0011332719702032105 -0.0010948800520141661
leaf_weight=0.0010672800738850694 0.0010077463485473606 0.0012912452539267658 0.0010878616454848009 0.0010312592722574601 0.0013727790680806455 0.001310326666932763 0.0010903739714147546 0.0011771291942308526 0.0013592328541366383 0.0011036589126882414 0.0010111477350538967 0.0011851779793907724 0.0011318854718173066
leaf_count=133 72 227 128 759 118 49 70 78 129 1107 133 55 63
internal_value=0 -0.00010877 -0.000276151 -0.00012374 6.07325e-05 -0.000136168 7.58406e-05 0.00117933 -0.000276505 -0.000654036 -0.00023018 -0.000956637 -0.00211243
internal_weight=0 0.0152194 0.0139281 0.0128608 0.0118296 0.0107417 0.00936893 0.0022675 0.00710143 0.0057422 0.00463854 0.00332821 0.00214303
internal_count=3121 3049 2822 2689 1930 1802 1684 148 1536 1407 300 251 196
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=13
num_cat=0
split_feature=3 3 39 48 12 2 12 2 1 12 1 2
split_gain=8.0347e-05 0.000129531 0.00018316 0.000193904 0.000179552 0.000336093 0.000136175 0.000222385 0.000131691 0.000111818 0.000105197 4.91763e-05
threshold=0.13524500000000003 0.10893000000000001 0.091820000000000013 -0.032929999999999994 0.09334000000000002 0.10699500000000002 0.090455000000000021 0.093175000000000022 0.111945 0.079890000000000017 0.089175000000000018 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -6 10 -5 -2
right_child=11 -3 -4 4 8 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0023869161643464 0.0021706954124003693 -0.0020168096295024047 0.0022743746337004021 0.0021555544012443473 -0.0040179393677673737 0.0036510075768677085 0.0014831859569365978 -0.0040042866405459662 -0.00089930909065467305 -0.0021489945187097795 -0.00080635804989840233 0.00019920603651960839
leaf_weight=0.0011517084755083848 0.0011718203774650484 0.0016596899829561815 0.0015260422490474277 0.0010271754252295651 0.0010535351455643674 0.0010159934602261833 0.0011242013866088717 0.0010375329001469646 0.0016635649062317626 0.0011191388461913067 0.0012868967782329876 0.0012410740260428987
leaf_count=128 59 72 181 100 654 146 254 177 102 1007 108 133
internal_value=0 -0.0002095 4.03434e-05 -0.000284972 -0.000614863 -9.63542e-07 -0.00066413 -0.00120409 -0.00210853 -0.000357855 0.000508382 0.00115666
internal_weight=0 0.0136655 0.0120058 0.0104797 0.00932804 0.00661094 0.00559495 0.00447074 0.0027171 0.00343321 0.00231407 0.00241289
internal_count=3121 2929 2857 2676 2548 1792 1646 1392 756 1215 208 192
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=12
num_cat=0
split_feature=3 3 39 48 12 2 12 160 4 51 2
split_gain=6.5565e-05 0.000105783 0.000152466 0.000127219 0.000149343 0.000179518 0.000137471 7.20808e-05 0.000125215 9.72737e-05 4.05167e-05
threshold=0.13524500000000003 0.10893000000000001 0.085220000000000004 -0.032929999999999994 0.092355000000000007 0.10276500000000001 0.10345000000000001 -1.0000000180025095e-35 -0.080924999999999983 0.082455000000000014 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 -9 -10 -2
right_child=10 -3 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=0.0017934333929008938 0.0018229332058841527 -0.0016913849120111595 0.0016758614359184299 -0.0019405193179995632 -0.0034192426668494609 0.002170122900490342 -0.00059558443520301557 0.0015476621354806616 -0.0021901742701803521 0.0004421517590487961 0.00016564581635526414
leaf_weight=0.0010686414462111058 0.0011608111672507518 0.0016462292443844015 0.0019251284003004828 0.0011228751730762605 0.0011599326855545739 0.0012715167629179236 0.0017719762459365573 0.0012388567599008835 0.0012292371561064257 0.0010655559912044199 0.0012409757540781108
leaf_count=117 59 72 300 548 546 162 305 418 392 69 133
internal_value=0 -0.000176776 3.35713e-05 -0.000284864 -0.000535538 4.66617e-05 -0.00171269 -0.000533173 -8.59662e-05 -0.000967889 0.000966632
internal_weight=0 0.0134999 0.0118537 0.00992859 0.00885995 0.00592804 0.00293191 0.00465653 0.00353365 0.00229479 0.00240179
internal_count=3121 2929 2857 2557 2440 1589 851 1427 879 461 192
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=19
num_cat=0
split_feature=1213 2 124 457 38 12 484 42 2 0 2 43 3 4 52 2 47 1
split_gain=0.000335038 0.000283751 0.000293699 0.000232204 0.000300219 0.000293527 0.000230047 0.000220278 0.000254248 0.000272904 0.000232559 0.000182496 0.0004037 0.000283332 0.000236769 0.000398301 0.000254109 0.000197321
threshold=-1.0000000180025095e-35 0.14753000000000002 0.10281000000000001 -0.0029299999999999994 1.0000000180025095e-35 -0.083994999999999986 -0.0068949999999999992 -0.098769999999999983 0.11215000000000001 -0.23051499999999997 0.11548000000000001 -0.074359999999999996 -0.077774999999999983 -0.076779999999999987 0.091820000000000013 0.092235000000000025 0.077555000000000013 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 -9 -10 12 13 -11 15 16 17 -13
right_child=1 -3 -4 4 -6 6 7 8 10 11 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=-0.00086067999574325428 -0.00060580490269152791 0.00078387132239469005 0.00075616368745487679 0.00084638324744787591 -0.0008247796691499712 -0.00068412658753788105 -0.00059445190963483541 0.0009080542628603659 -0.00084751088106816742 0.00048216427188653422 2.9509057805712726e-05 -0.00043679931865983829 0.0011772990188708018 -0.00057663542708072401 -0.00069599017746581392 0.00077543861066690564 -0.00078123731401268299 0.00039797485396006135
leaf_weight=0.0010524291118649822 0.0016546713183344238 0.0011385179162722711 0.0011388039839634869 0.0010284312388407482 0.0010028862500091043 0.0011117016832116111 0.0011945449960192442 0.001176762843869022 0.0011509178653444927 0.0015072642537168335 0.0019425401576782936 0.0010814873821100926 0.0011095605397596631 0.0010082244112152861 0.0010728730551270438 0.001507078293088146 0.0011220258210447032 0.0018090113399337748
leaf_count=491 240 138 28 166 49 364 122 42 59 118 181 233 99 258 191 177 53 112
internal_value=0 3.15878e-05 -8.03e-06 -5.05235e-05 -1.71647e-06 4.45982e-05 -4.5016e-06 4.36763e-05 9.62913e-05 0.000203009 -0.000296785 0.000121808 0.000400451 5.77904e-05 -3.1412e-05 9.77654e-05 -0.000156764 8.5642e-05
internal_weight=0 0.0227573 0.0216188 0.02048 0.0188253 0.0178224 0.016794 0.0156823 0.0144877 0.0113943 0.00309346 0.0102175 0.00362505 0.00251549 0.00659248 0.0055196 0.00401252 0.0028905
internal_count=3121 2630 2492 2464 2224 2175 2009 1645 1523 1283 240 1241 475 376 766 575 398 345
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=20
num_cat=0
split_feature=453 1213 38 124 484 4 40 47 12 13 43 0 4 4 9 43 2 3 0
split_gain=0.000303487 0.00033033 0.000308062 0.000269339 0.000241015 0.000308969 0.000287607 0.000310469 0.000354396 0.000391877 0.000268137 0.000398366 0.000344069 0.000453305 0.000200082 0.000198774 0.00017551 0.000129037 9.00242e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 -1.0000000180025095e-35 0.26790000000000008 -0.061244999999999994 0.092165000000000011 0.098810000000000023 -0.23438999999999996 -0.084004999999999982 -0.23091999999999999 -0.0016099999999999997 -0.033174999999999989 0.091600000000000015 0.07827000000000002 0.087015000000000023 -0.074084999999999998 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 9 -8 16 -12 13 15 18 -13 -11 -9 -7
right_child=-2 2 -4 4 5 14 7 17 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00085523335546191332 -0.00088353242197161284 0.00074202839777433305 -0.00080400063657377647 -0.0005900862960407713 -0.00072614961749038981 0.00054381796074807467 0.00092162389168693273 0.00094612707987674796 -0.00089901331689843527 0.00086469418164654096 0.00064681991635598011 -0.0010872809801300118 -0.0010937771552212785 0.00073912347220482586 3.7927375320160541e-05 -7.9903140289284418e-05 -4.4634378307163285e-05 0.0002547047519659323 0.0012034645039969004
leaf_weight=0.0010652063776222234 0.0010044647454104374 0.001732196587827208 0.001013305198571234 0.0013953047505234758 0.0012929956953406938 0.0012003442693635513 0.0012287241718018623 0.0012777863195823636 0.0011717400099538209 0.0011239167132623988 0.0010606618778865578 0.0010648850536263393 0.0015682595564495876 0.0010305803200156838 0.0012862486962161856 0.0010443847943610862 0.0011622016339890573 0.0016843451712272037 0.0010389676934285377
leaf_count=491 79 218 54 472 65 63 52 80 225 105 23 466 151 127 37 71 151 58 133
internal_value=0 3.74291e-05 7.99225e-05 0.000121848 6.7126e-05 0.000117412 1.28623e-05 8.40782e-05 -4.87636e-05 5.85515e-05 -7.31049e-05 -0.00026155 -0.000466191 -0.000152731 0.000553646 -0.000588487 0.000402416 0.000552966 0.000849872
internal_weight=0 0.0234421 0.0223768 0.0213635 0.0196313 0.018236 0.0147105 0.0134175 0.0104554 0.00928361 0.00805489 0.00576877 0.00470811 0.00313985 0.00352556 0.00210927 0.00228612 0.00296213 0.00223931
internal_count=3121 3042 2551 2497 2279 1807 1574 1509 1371 1146 1094 838 815 664 233 537 256 138 196
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=19
num_cat=0
split_feature=52 14 157 453 1 48 0 3 1 4 151 12 15 43 16 15 52 43
split_gain=0.000374568 0.000357493 0.000381398 0.000484505 0.000374647 0.000288798 0.000389438 0.000306255 0.00034027 0.000261543 0.000327404 0.000234483 0.000312919 0.000221438 0.000211199 0.000168637 0.000257777 0.000147292
threshold=-0.40306999999999998 0.076175000000000007 -0.08107499999999998 1.0000000180025095e-35 0.094385000000000011 0.12879500000000002 -0.21861499999999998 0.10732000000000001 0.12873500000000002 -0.080924999999999983 -0.0062849999999999989 0.092465000000000006 -0.10091499999999999 -0.0084099999999999991 -0.013324999999999998 0.035560000000000008 0.10347000000000002 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 -6 8 11 15 -11 12 -8 -13 -12 16 17 -4
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 14 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00074444164821843551 0.00071749107303044303 -0.0006445958828249712 -0.00078388408996355006 -0.0009282975903026012 0.0010695102265666663 -0.00037128519966619212 0.0010065836425892799 -0.00026006620806307142 0.0011438527166482252 9.0991523716423049e-05 -0.0010218654517167782 -0.00059933386347701023 6.9244430944382233e-05 0.00030551454369199892 -0.00020106822301708976 0.00051058401694087277 0.00041153323848923162 -2.3694888516527911e-05
leaf_weight=0.0013169293164992232 0.0017747446114528822 0.0014721401391566405 0.0010021804953650425 0.001028044648772374 0.0013074789881954993 0.0013032888946824537 0.0013537828554615067 0.0019730055409779013 0.0010116277396954726 0.0017905794155138044 0.0016208950496625039 0.0010250631807504629 0.0015683527334358054 0.0011950053375626712 0.0010563459357110019 0.0014225070102672974 0.0013515468489662119 0.0010807195160396077
leaf_count=324 235 91 60 66 47 57 95 137 98 178 705 94 129 72 179 511 27 16
internal_value=0 3.76438e-05 8.15688e-05 2.80563e-05 7.70622e-05 0.000258954 0.000346017 0.000229619 0.000386618 -0.000132388 -0.000381798 0.000237647 0.0005035 -0.000112277 -0.000698007 9.70392e-05 -7.42461e-05 -0.000389457
internal_weight=0 0.0243373 0.0228652 0.0210904 0.0200624 0.0107376 0.00943432 0.00812684 0.00615383 0.00932477 0.00446782 0.0051422 0.00292214 0.00222007 0.00267724 0.00485695 0.00343445 0.0020829
internal_count=3121 2797 2706 2471 2405 729 672 625 488 1676 1062 390 224 166 884 614 103 76
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=20
num_cat=0
split_feature=14 453 1374 457 38 52 484 1 15 40 0 0 4 3 15 52 15 13 2
split_gain=0.000314251 0.000339027 0.000325008 0.000451815 0.000303832 0.000333701 0.000359621 0.000360639 0.000325102 0.000395013 0.000428849 0.000524732 0.00024337 0.000370646 0.000315373 0.000230531 0.000197294 0.000111231 9.04693e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.084835000000000008 -0.40306999999999998 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.066419999999999993 -0.075359999999999996 -0.10607499999999999 -0.083854999999999985 -0.0049599999999999991 0.035560000000000008 0.096795000000000006 -0.11713499999999999 0.021350000000000004 0.089885000000000007
decision_type=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 -9 11 16 14 -14 15 -8 -11 -12 -18
right_child=-2 -3 3 -5 -6 6 7 8 -10 10 17 -13 13 -15 -16 -17 18 -19 -20
leaf_value=-0.00079124866772632273 -0.00073318561340377582 -0.00080716716567816034 -0.00067549272504923753 0.0010567639939091556 -0.00077835552449471079 -0.00064098805784447855 -0.00060164263319496163 -0.00038291953691856181 -0.00020814609116792261 0.00029037065662708541 0.00088944776221486265 -0.00039873652768376199 -0.0010800018324338236 0.00023018404590383017 0.00088408015677441559 0.00031311211451221112 0.0013928052659594125 0.0015511102923822487 0.00071995505850695003
leaf_weight=0.0010633668028594548 0.001464422889711158 0.0011788906882055352 0.0013136082787474348 0.0012541928732623378 0.0010551613208522595 0.001332311862308185 0.0013658448143054544 0.0010726780053835353 0.001851573954760378 0.0015648748745664704 0.0014864196894270858 0.0015409096935350419 0.0012654504925288038 0.00100024481133689 0.001116121592288577 0.0014908843360839086 0.0010067167854117542 0.0011786021906319277 0.0010629559097550256
leaf_count=53 101 79 290 101 52 429 31 157 309 77 133 135 768 34 227 20 22 49 54
internal_value=0 3.41591e-05 7.72412e-05 0.000119299 6.25106e-05 0.000107665 0.000163772 0.00022683 0.000405166 0.000532573 0.000657824 0.000387873 -8.08913e-05 -0.000501589 0.00015903 -0.000124246 0.000721365 0.00118207 0.00104724
internal_weight=0 0.0242008 0.0230219 0.0219586 0.0207044 0.0196492 0.0183356 0.0170033 0.0107647 0.00891316 0.00784048 0.00517546 0.00623855 0.0022657 0.00397285 0.00285673 0.00363455 0.00266502 0.00206967
internal_count=3121 3020 2941 2888 2787 2735 2445 2016 936 627 470 288 1080 802 278 51 153 182 76
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=18
num_cat=0
split_feature=1213 453 38 12 50 4 40 52 52 52 0 13 0 49 52 9 13
split_gain=0.000356681 0.000268777 0.000252265 0.000318902 0.000262131 0.00028505 0.000231021 0.000289272 0.000254176 0.000261334 0.000212194 0.000323802 0.000288956 0.000322051 0.000259038 0.000188316 0.000123249
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.077884999999999996 0.10647500000000001 0.36766000000000004 -0.064864999999999992 0.40674500000000008 0.091820000000000013 -0.40306999999999998 -0.036484999999999997 -0.117405 -0.10151999999999999 -0.069799999999999987 -0.07167999999999998 0.091600000000000015 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 11 -11 13 -13 -15 -7 -12
right_child=1 -3 -4 4 -6 15 7 -9 -10 10 16 12 -14 14 -16 -17 -18
leaf_value=-0.0008995105518457933 0.00080610604335069511 -0.00076279535721706705 -0.00063454097586239464 -0.00064039339256229957 -0.00066417297095323305 0.00091564324535268397 -0.0006243926688002349 0.00088534662253254121 -0.00052258363087623956 0.00089500276101060338 0.00027476941009448242 -0.00045218733296033503 -0.00063506521083852067 -0.00019490806380748226 0.0007979932240930193 8.691349864732627e-05 0.0010430200325732613
leaf_weight=0.0010702088636782283 0.0016588151228927516 0.0010043488521609403 0.0011811148247549133 0.0012255541082311092 0.0011781534082662545 0.0017368251312805802 0.0011019541408689481 0.0010853341030520611 0.0018971024542198131 0.001057529866377525 0.0011191388166782498 0.0015466945498872064 0.0016916332070830101 0.0010438504420156036 0.0019495386724853719 0.0011993356428146029 0.0010446174902085659
leaf_count=491 255 79 60 56 282 147 264 112 253 69 61 42 791 29 73 27 30
internal_value=0 5.07181e-05 8.83404e-05 0.000129916 7.04971e-05 0.000119401 2.83641e-05 8.89074e-05 1.9489e-05 0.000116919 0.000203335 7.20325e-05 -6.76265e-05 0.000143801 0.00045175 0.000577131 0.000645665
internal_weight=0 0.0227215 0.0217172 0.0205361 0.0188773 0.0176991 0.0147629 0.0135374 0.0124521 0.010555 0.009453 0.00728925 0.00623172 0.00454008 0.00299339 0.00293616 0.00216376
internal_count=3121 2630 2551 2491 2236 1954 1780 1724 1612 1359 1095 1004 935 144 102 174 91
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=13
num_cat=0
split_feature=14 157 48 48 13 2 2 16 1 3 1 0
split_gain=7.26112e-05 9.29654e-05 0.000103687 0.000200595 0.00013086 0.000203254 0.000162558 0.000156576 0.000164419 0.000159158 0.000207586 0.000128436
threshold=0.062655000000000016 -0.077384999999999995 0.12879500000000002 0.093265000000000015 -0.084034999999999985 0.11585500000000001 0.10402500000000002 0.23311500000000004 0.077565000000000009 -0.10519499999999998 0.096125000000000016 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 11 8 -6 -10 -11 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=0.001539630059763051 -0.0016257673968490904 0.00029480639637953455 -0.0019834771162363179 0.0020882743584029599 -0.0035387829053963532 0.0019158378914974526 -0.0010889659835399146 0.0005771283624221988 0.001164674000118228 -0.00020122201382589036 -0.0036125055954682435 0.0033986000601525994
leaf_weight=0.001578250376789909 0.0010127988689048175 0.0010199374756894031 0.0010166401823961954 0.0017032883675365549 0.001270805354218224 0.0010498564259022111 0.001101010573897776 0.0017495767702974119 0.0010249770725607732 0.0015751615028886667 0.0012506352950930749 0.0010651111358788443
leaf_count=366 104 217 78 233 762 210 135 202 62 281 204 267
internal_value=0 0.000102228 -6.18414e-05 9.06612e-05 -0.000215676 -0.000646021 0.000854224 -0.00103745 -0.00158901 -0.000945555 -0.00171098 0.00188033
internal_weight=0 0.0154053 0.013827 0.0128104 0.0111071 0.00792101 0.00318606 0.00687116 0.00512158 0.00385077 0.0028258 0.00208505
internal_count=3121 3017 2651 2573 2340 1721 619 1511 1309 547 485 484
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=12
num_cat=0
split_feature=52 1 16 1 47 42 43 160 4 52 2
split_gain=7.31563e-05 0.000168901 0.000130592 0.000178684 0.000232956 0.000150719 0.000109265 0.000162166 0.000145694 0.000132263 6.8955e-05
threshold=-0.38533999999999996 0.13686500000000004 -0.5315899999999999 0.10089500000000001 0.086785000000000015 0.087075000000000014 0.0034250000000000005 -0.081069999999999989 0.0061450000000000003 0.077655000000000016 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 10 6 7 -4 9 -9 -5
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0017797192216487325 -0.0020596722580017886 0.0029626783509786171 0.0020211309031229856 0.0035880023623134261 -0.001353070818771664 -0.0030622460468769999 0.0015231773714815028 -0.0039059740657454781 0.00079538587707872195 -0.00038484603952270422 0.0013377244358992401
leaf_weight=0.001245896719122396 0.0017128480032257984 0.0011391502608320706 0.001017860268480165 0.0016522149340493439 0.001268791348398246 0.0011466161283308768 0.0018139917832501185 0.0014851771009021615 0.0011866764667680246 0.0010627803065961783 0.0015166552236182129
leaf_count=334 125 159 291 177 107 743 216 401 113 308 147
internal_value=0 0.000141982 -8.97903e-05 0.000187897 0.0014062 -0.000513045 -6.79122e-05 -0.000675219 -0.0014101 -0.00243727 0.002511
internal_weight=0 0.0150028 0.0138636 0.0121508 0.00443766 0.0077131 0.00656649 0.00475249 0.00373463 0.00254796 0.00316887
internal_count=3121 2787 2628 2503 431 2072 1329 1113 822 709 324
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=12
num_cat=0
split_feature=43 42 376 43 16 52 4 1 42 151 2
split_gain=7.40237e-05 0.000169122 0.000181435 0.000104855 0.000164021 0.000100117 0.000160843 0.000237944 0.000115958 0.000140958 9.40255e-05
threshold=0.18116500000000002 -0.12995999999999999 1.0000000180025095e-35 -0.20207499999999998 0.15891500000000003 0.19022000000000003 -0.14098499999999997 1.0000000180025095e-35 0.081660000000000024 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 -9 -11
right_child=-2 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=-0.0023624749940624945 -0.0016386379167064062 0.001704632138062753 0.0028389768683154126 0.0022026023398868926 -0.0019776766100817358 -0.0016671665643100473 -0.0026414605033874897 -0.0013391608277832452 0.0023389382045450207 -0.00030604436419770238 0.0017554533359228567
leaf_weight=0.0010120428180029903 0.0010145265309292875 0.0013971251193254383 0.0010078496406137 0.0015875515562813226 0.0015840356290244733 0.0010235084628524649 0.0011226346945187385 0.001772422101137705 0.001087486318443541 0.0015753042307081744 0.0019165809246453058
leaf_count=138 208 143 159 89 393 290 958 142 285 178 138
internal_value=0 0.000105827 0.000283313 8.61908e-05 -0.000107576 0.000186144 0.000395467 1.1635e-05 0.000480551 9.66504e-05 0.000825444
internal_weight=0 0.0150865 0.0140745 0.0130666 0.0116695 0.0100855 0.00906198 0.00747443 0.00635179 0.00526431 0.00349189
internal_count=3121 2913 2775 2616 2473 2080 1790 1701 743 458 316
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=20
num_cat=0
split_feature=1374 457 1213 484 448 160 11 50 43 43 52 13 12 42 43 0 2 3 3
split_gain=0.000382696 0.000501864 0.000331958 0.000313657 0.000287312 0.000277248 0.000295587 0.000209069 0.000213886 0.000276332 0.000528758 0.000193157 0.000171743 0.000334491 0.000170924 0.000151785 0.000284122 8.69501e-05 6.10683e-05
threshold=-0.094929999999999987 0.091015000000000013 -1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.22361499999999998 0.088215000000000002 0.041865000000000006 -0.074359999999999996 1.0000000180025095e-35 0.024145000000000003 -0.084034999999999985 0.051320000000000005 0.091295000000000015 0.18116500000000002 -0.12333499999999999 0.11215000000000001 -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
left_child=-1 2 -2 -4 -5 -6 7 8 11 10 15 -7 -13 -14 17 16 -10 -11 -17
right_child=1 -3 3 4 5 6 -8 -9 9 14 -12 12 13 -15 -16 18 -18 -19 -20
leaf_value=-0.0008555822500015658 -0.00078725964155918816 0.00089690872239810366 -0.00062966098439263196 -0.00051738297452821685 -0.00053776158922440049 0.00095945992865800593 -0.00053295376985061757 0.00077744692779251892 0.00066667091759170971 0.00032258331264983108 -0.0010568377814202602 0.00056654016294475364 -0.00060728758502452869 0.00052477081814295587 -4.817098911840454e-05 -0.00040724851149751809 -0.00027084726283562247 0.00090224992855578471 3.8350323641763641e-05
leaf_weight=0.0010449069213853681 0.0010996006777010811 0.0012818854261420478 0.0014268215690078348 0.001598734915172261 0.0012424369143590732 0.0010120995857283571 0.0011674842688262901 0.0012293285725661343 0.0016103637203288496 0.0010357905998148453 0.0010599865930505104 0.0019732506977559296 0.0010230730128853449 0.0011104140830603404 0.0012509595965309872 0.0013696821359297931 0.0011168479606098458 0.001076678224297245 0.001157880418602002
leaf_count=55 489 104 464 87 294 115 96 221 52 25 170 138 196 68 121 165 49 118 94
internal_value=0 2.75568e-05 -2.18376e-05 1.73789e-05 6.34588e-05 0.000113827 0.000160912 0.000211458 0.000164436 3.95486e-05 -0.000136591 0.000400561 0.000262822 -1.80862e-05 0.000370248 4.90395e-05 0.000282738 0.000618026 -0.000203119
internal_weight=0 0.0238433 0.0225614 0.0214618 0.020035 0.0184363 0.0171938 0.0160264 0.014797 0.00967819 0.00631476 0.00511884 0.00410674 0.00213349 0.00336343 0.00525477 0.00272721 0.00211247 0.00252756
internal_count=3121 3066 2962 2473 2009 1922 1628 1532 1311 794 530 517 402 264 264 360 101 143 259
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=20
num_cat=0
split_feature=1213 38 40 42 39 50 48 2 457 14 4 0 0 15 2 0 3 48 2
split_gain=0.000405781 0.000288944 0.000398628 0.000705293 0.000421169 0.00025675 0.000441482 0.000301278 0.000440875 0.000378897 0.000334561 0.0002799 0.000190899 0.000275495 0.000186594 0.000186001 0.000185465 0.000185141 0.00010846
threshold=-1.0000000180025095e-35 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.08568000000000002 0.10647500000000001 0.12649500000000002 0.12358500000000001 -0.0029299999999999994 0.076175000000000007 -0.17966999999999997 -0.046359999999999991 -0.10607499999999999 -0.095869999999999983 0.090425000000000019 -0.08824499999999999 -0.10831999999999999 0.083985000000000018 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 10 16 12 13 17 -15 -14 -10 -12 -17
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 15 14 -16 18 -18 -19 -20
leaf_value=-0.00096205352881091155 -0.001258456776747313 -0.000761329261241663 0.0010735429368235593 -0.00088025092514113835 0.0009693083865810559 -0.00067539271186133662 -0.00092262036021538332 0.00097199152558681058 0.0001530847615772189 -0.00074630490933189823 -0.00023930364181993431 0.001157061942515777 -0.00057403709620391799 0.00042356958432285139 0.0012450554389509374 -0.00011430010944655756 -0.00062090656314350466 0.00059924024478602708 0.00061074021231028494
leaf_weight=0.0010870265696034517 0.0010349721799911551 0.0010994357931657364 0.0010045054289224966 0.0011089908839179994 0.0013546291319116851 0.0012122274228159443 0.0010470092903638309 0.0010894728503227915 0.0017436805328863159 0.0010732213054849291 0.0016081759763344472 0.0011047840999407589 0.0010426159416126492 0.0014597310088184622 0.0014030275815697379 0.0010487723739555817 0.0014816938421739973 0.0011819462920534818 0.0010872372106510569
leaf_count=491 108 55 39 158 216 270 40 131 97 65 62 61 242 39 77 291 85 45 549
internal_value=0 4.34953e-05 8.3558e-05 3.6388e-05 0.000103237 4.04735e-05 9.01173e-05 0.000154641 9.66064e-05 0.00017271 0.000247648 0.000393761 0.000298275 0.000475611 0.000826177 -1.71003e-05 -0.000202476 0.000115919 0.000254748
internal_weight=0 0.0231861 0.0220867 0.0210822 0.0200472 0.0186926 0.0174804 0.0164333 0.0153439 0.0142349 0.0131617 0.00993629 0.00883151 0.00565288 0.00286276 0.00317863 0.00322537 0.00279012 0.00213601
internal_count=3121 2630 2575 2536 2428 2212 1942 1902 1771 1613 1548 1366 1305 223 116 1082 182 107 840
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=22
num_cat=0
split_feature=1374 457 484 133 133 38 15 42 40 1 48 49 1 133 12 0 48 16 2 2 47
split_gain=0.000343581 0.000352302 0.000333084 0.00033632 0.000356365 0.000364797 0.000382434 0.000374388 0.000343525 0.000332002 0.000419006 0.000326458 0.00024394 0.00029529 0.00028672 0.000317414 0.000263625 0.000196326 0.000192906 0.000161457 0.000131477
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.10622000000000002 0.083950000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.10256000000000001 -0.067184999999999981 0.13686500000000004 -1.0000000180025095e-35 -0.14750499999999997 1.0000000180025095e-35 -0.0054649999999999985 0.10345000000000001 -0.11173999999999999 0.086260000000000017 -0.022939999999999999 0.097220000000000015 0.090675000000000019 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 10 -10 -8 18 -14 15 16 -15 -6 -12 -13 -17
right_child=1 -3 3 -5 17 -7 11 -9 9 -11 12 19 13 14 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.00077365189375329043 -0.00065701638972310487 0.00076748264890345614 -0.00051586132039991163 -0.00074993254827402701 0.0010053967432996106 -0.00078454348281687064 0.0002874168709934535 -0.00064337511918279055 -0.0005776633886020665 0.00093921630177878413 -0.00051698316623136748 -0.0002721031499541693 0.001118672083048743 0.00082364969186025136 0.00092178714625921663 0.00011655644335411195 -2.2963792864247665e-05 0.00016289898087671115 0.00031602703253675598 -0.001013267295344115 -0.00058349574228264004
leaf_weight=0.0010986869886790976 0.0014677163011704289 0.0011976517748339957 0.0011345054492177689 0.001027669240327391 0.0011468694498385223 0.0010729857866564876 0.001025310441336913 0.0010621850169585398 0.00118648550203915 0.0013696744422192495 0.0011052570851240989 0.0010957575960181811 0.0010396843473410309 0.0016909695026150447 0.0012217045094047307 0.0010074790437348841 0.0012576156008279327 0.0010289933337445647 0.0010756556864644495 0.0012158533882360434 0.001100947087330939
leaf_count=55 482 104 71 365 156 49 39 72 55 71 130 554 63 39 27 172 57 224 96 152 88
internal_value=0 2.67693e-05 -1.125e-05 3.20967e-05 7.06642e-05 8.13499e-06 5.64907e-05 0.000156402 0.000220808 0.000290134 0.000206937 -0.000370237 0.000304935 0.000427434 0.000312973 0.000165892 0.000462556 0.000606969 -0.000106131 -0.000661938 -0.000248987
internal_weight=0 0.024531 0.0233333 0.0218656 0.0208379 0.0186621 0.0175891 0.0142522 0.01319 0.0120555 0.0106858 0.00333692 0.00949931 0.0073184 0.00627872 0.00505701 0.00294859 0.00217586 0.00218091 0.00231161 0.00210843
internal_count=3121 3066 2962 2480 2115 1735 1686 941 869 798 727 745 672 446 383 356 96 380 226 706 260
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=20
num_cat=0
split_feature=1213 1374 457 484 448 160 4 11 50 13 3 2 1 47 3 4 43 2 16
split_gain=0.000366876 0.000384488 0.000359051 0.000277894 0.000271214 0.000319368 0.000268383 0.00021899 0.000247673 0.000245669 0.000371863 0.00024917 0.000320504 0.000256932 0.000451339 0.000248311 0.000226604 0.000141832 0.000470651
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 -0.22361499999999998 -0.51843499999999987 0.088215000000000002 0.077805000000000013 -0.084034999999999985 0.10893000000000001 0.10467500000000002 0.13743000000000002 0.092165000000000011 0.0051600000000000005 -0.0029599999999999995 -0.052894999999999991 0.097845000000000015 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 9 16 11 12 13 14 15 -11 -8 -18 -19
right_child=1 2 -4 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20
leaf_value=-0.00087955577128866777 -0.00092085969434987859 -0.00065361177756055437 0.00092294923648867798 -0.00055285348721406257 -0.00061507474502677851 -0.00054835045902001944 0.0011314223634735377 -0.00044966864658207349 0.0010020132555183074 -0.00024175637379242698 -0.00064556018399591008 0.00082694817557163827 0.00088268777894762336 0.00046506334222428454 0.00052401448272988759 -0.0012059171675891712 -0.0001158545111458601 -0.0002219496778211388 0.0012159878521971388
leaf_weight=0.0011417276513859395 0.0010020279934126455 0.0013805833911269541 0.0011836567939955125 0.001567733868732101 0.0013306751129684427 0.0011553351031103809 0.0011611950143824434 0.0010758743961736253 0.001115091291798904 0.0016655340092279992 0.0014639780985952209 0.0013855357908327814 0.0010726767007622345 0.0016537745133513304 0.0012225538769001787 0.0011050035127038492 0.001185829937534349 0.0010455545731702376 0.0012343873721016863
leaf_count=491 55 464 102 87 294 40 122 92 206 430 42 233 18 82 42 123 98 40 60
internal_value=0 3.53904e-05 7.70418e-05 3.11571e-05 7.7407e-05 0.000129761 0.000186261 0.000238053 0.000286378 0.000230165 8.59091e-05 0.000218031 9.24748e-05 -5.76338e-05 -0.000274113 -0.000626303 0.000528501 0.000326495 0.000556567
internal_weight=0 0.024007 0.023005 0.0218213 0.0204407 0.018873 0.0175423 0.016387 0.0153111 0.014196 0.00956906 0.00810508 0.00671954 0.00564687 0.00399309 0.00277054 0.00462697 0.00346577 0.00227994
internal_count=3121 2630 2575 2473 2009 1922 1628 1588 1496 1290 970 928 695 677 595 553 320 198 100
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=20
num_cat=0
split_feature=1213 1374 457 38 40 42 39 484 148 42 4 43 160 49 48 0 12 12 0
split_gain=0.000368741 0.00038065 0.000400123 0.000306541 0.000370302 0.000728904 0.000383966 0.000462176 0.000370346 0.000284752 0.000431578 0.000398542 0.000256243 0.000254255 0.000274343 0.000414549 0.000236044 0.000297775 0.000119255
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.084835000000000008 0.051255000000000002 -0.12995999999999999 0.085220000000000004 -0.0068949999999999992 -1.0000000180025095e-35 0.091735000000000025 0.09173000000000002 -0.084004999999999982 -0.080719999999999986 0.092185000000000017 0.085845000000000019 -0.14116499999999996 0.090455000000000021 0.098810000000000023 -0.059114999999999994
decision_type=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 -3 7 -7 -9 11 -11 18 -13 14 15 -14 -17 -18 -10
right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 12 13 -15 -16 16 17 -19 -20
leaf_value=-0.00084704181065254692 -0.00083837202185906392 -0.0011845895424674412 0.00089339682477920942 -0.00074735518658475687 0.00092457536704348108 -0.00084392405012259837 0.00082750580418587151 -0.00068846545204514923 0.00049010444585958482 -0.00099677491204886695 0.00026877687547926745 -0.00044201424095208761 0.0010924023946021501 0.0008116159938939486 -0.00049604119156868736 -0.00037826716063774042 0.00085397171817995271 -6.9874709670223712e-05 0.0011880176708236401
leaf_weight=0.001116764921456583 0.0010740442692318544 0.0010583612899713593 0.0012241287104681744 0.0010912603908499454 0.0010407684329991609 0.0012613132890783784 0.0014142980206301994 0.0012430672768601872 0.0011231721184507548 0.0011006917205172448 0.0012953202913381645 0.00150499588978151 0.0010579488490667314 0.001362413064498795 0.0013371286553046369 0.0017128809862532231 0.0012977008516000255 0.0018962705431198046 0.0010424996651270382
leaf_count=491 55 104 102 52 39 439 215 79 234 292 50 222 41 125 75 275 123 73 35
internal_value=0 2.63885e-05 6.66582e-05 2.03199e-05 6.06948e-05 1.50739e-05 8.31542e-05 2.20744e-05 9.04536e-05 0.000156182 -0.000312598 0.00024724 0.000123974 0.000222286 0.000112327 0.000248705 6.67988e-05 0.000305481 0.000826062
internal_weight=0 0.0241383 0.0230642 0.0218401 0.0207488 0.0197081 0.0186497 0.0172354 0.0159741 0.014731 0.00239601 0.012335 0.0101693 0.00866434 0.00730193 0.0059648 0.00490685 0.00319397 0.00216567
internal_count=3121 2630 2575 2473 2421 2382 2278 2063 1624 1545 342 1203 934 712 587 512 471 196 269
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=13
num_cat=0
split_feature=14 157 48 48 51 1 47 151 13 133 1 3
split_gain=7.2936e-05 7.88742e-05 0.000109183 0.000161753 0.000118101 0.000154411 0.000152613 0.000156449 0.00013071 8.88871e-05 8.70709e-05 9.48972e-05
threshold=0.062655000000000016 -0.077384999999999995 0.12879500000000002 0.093265000000000015 0.08955500000000001 0.12500000000000003 0.078875000000000015 -0.024429999999999997 -0.076384999999999995 0.083950000000000011 0.086560000000000012 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 11 -10
right_child=-2 2 -4 -5 -6 -7 -8 8 10 -11 -12 -13
leaf_value=0.0014480242931078375 -0.0016580101525030468 0.0019542870554631439 -0.0020459865634849536 0.0019236668011193649 -0.0019981101935714002 0.0018548427507091227 -0.0021814991530428722 -0.00038042812951053276 -0.0018119443143992668 0.0021625822162560371 -0.0026446496222047649 0.00094267330773162522
leaf_weight=0.0015891881927734839 0.0010201679145620526 0.0014642028559100646 0.0010330645443859263 0.0017288146356207916 0.0012757012947596591 0.0016336951155166918 0.0014343341051275132 0.0012251416876161193 0.0010209696368366251 0.0010275817447695373 0.0011347081895476119 0.0010130239098790021
leaf_count=366 104 235 78 233 219 186 166 354 73 207 293 607
internal_value=0 0.000101871 -5.1031e-05 0.000108013 -0.000171516 6.25879e-05 -0.000289337 0.000104817 -0.000394683 0.000779568 -0.00122949 -0.000440016
internal_weight=0 0.0155804 0.0139912 0.0129582 0.0112294 0.00995366 0.00831996 0.00688563 0.00542143 0.00225272 0.0031687 0.00203399
internal_count=3121 3017 2651 2573 2340 2121 1935 1769 1534 561 973 680
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=20
num_cat=0
split_feature=1213 453 38 40 42 39 484 1374 0 160 1 12 43 4 42 2 3 4 0
split_gain=0.000402502 0.000286569 0.000283706 0.000336806 0.00091435 0.000285452 0.000299034 0.000261169 0.000478186 0.000290887 0.000327184 0.00034812 0.000271182 0.00030393 0.000229109 0.000218006 0.000136436 0.000223384 0.00024466
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.08568000000000002 -1.0000000180025095e-35 -0.08070999999999999 -0.23091999999999999 -0.098904999999999979 0.13686500000000004 0.12477500000000001 -0.074359999999999996 0.40473500000000007 0.079510000000000011 0.084055000000000005 -0.11255999999999998 -0.16363499999999997 -0.14723999999999998
decision_type=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 -6 -8 -9 -10 11 12 15 14 16 -11 -14 -18 -19
right_child=1 -3 -4 -5 5 -7 7 8 9 10 -12 -13 13 -15 -16 -17 17 18 -20
leaf_value=-0.00087392102277061737 -0.0011825971917429142 -0.0007125529641980868 -0.00067496520792266002 0.00092660518964105118 -0.00052461939882746372 0.00079694843599181211 -0.00054423225381059501 0.0010957993411612587 -0.00063433744681859277 0.00090630948786538286 0.00097619113267070998 -0.00060995603202968287 0.00044544238955239202 0.0007751180768359124 -0.00069656190877018058 0.00019553511159039333 -0.00065673725450664212 -0.00044745836392024601 0.00042009757221439812
leaf_weight=0.0010864718294970174 0.0011803257752740484 0.001046861527856823 0.0010438440105824389 0.0010042039822446549 0.0015350325614013329 0.0013016422401353192 0.0010843975773981987 0.0011585306888051072 0.0010017309692134111 0.0016848678718588425 0.0010117493749086668 0.0012643177699148698 0.0013444984635491101 0.0010257633555781354 0.0010636657377090242 0.0020069228907717562 0.001083772439880443 0.0010657162921354716 0.0019568496942775357
leaf_count=491 108 79 54 39 461 209 53 53 289 125 70 24 97 44 237 269 61 40 318
internal_value=0 3.27908e-05 6.69865e-05 0.000102556 6.27135e-05 0.000137747 9.08284e-05 0.000147221 0.000195076 0.000123158 0.000179332 0.000114816 0.000196399 3.79994e-05 -7.80661e-05 0.00051992 4.26259e-05 -8.92643e-05 0.000114209
internal_weight=0 0.0238647 0.0228178 0.021774 0.0207698 0.0195895 0.0182878 0.0167528 0.0156684 0.0145099 0.0135081 0.0124964 0.0112321 0.00754027 0.0065145 0.00369179 0.00545084 0.00410634 0.00302257
internal_count=3121 2630 2551 2497 2458 2350 2141 1680 1627 1574 1285 1215 1191 797 753 394 516 419 358
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=18
num_cat=0
split_feature=1213 38 40 42 39 50 48 48 1 2 12 42 49 457 43 13 2
split_gain=0.000317776 0.000261918 0.00029421 0.000774798 0.000380637 0.000260364 0.000400671 0.000267826 0.000397367 0.000404111 0.000301397 0.000213105 0.00031947 0.00020393 0.000286627 0.000232639 0.000289315
threshold=-1.0000000180025095e-35 0.084835000000000008 0.051255000000000002 -0.12995999999999999 0.085220000000000004 0.10647500000000001 0.12649500000000002 -0.086869999999999989 0.10439500000000002 0.11237500000000002 0.10345000000000001 0.093775000000000011 -0.083629999999999996 0.082380000000000009 -0.084004999999999982 -0.117405 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 11 10 -10 12 -9 14 -14 -16 -17
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18
leaf_value=-0.00074155730149729154 -0.0011019053456152107 -0.00063326834931466604 0.00080077995293100813 -0.00049253984720700828 0.00080190971477927555 -0.00057764123027435562 -0.00075186319074244936 -0.00057766080115279376 -0.00011897445650920463 0.0011341833789957827 0.00064911719500895945 -0.00054751427413649706 0.00063364176725096654 0.00066373684317773082 0.00029719597112975749 9.4657209830378847e-05 -0.0008056537426649375
leaf_weight=0.0010752718759460119 0.0011157142399944578 0.0010907839567415581 0.0010290473255187829 0.0012142925930778139 0.0013973209805440692 0.00123289088604872 0.001048228833057884 0.00118901829408752 0.0019927996782304067 0.0014303158929991344 0.002014377881528695 0.0011309318782008202 0.0014531461005346533 0.001509392643995966 0.0019274568005539453 0.0014676855462564279 0.0013379422528211685
leaf_count=491 107 55 42 64 225 270 40 89 146 152 33 271 272 85 47 163 569
internal_value=0 3.68569e-05 6.93577e-05 3.42871e-05 9.65931e-05 4.45808e-05 8.78835e-05 0.000140696 0.000190455 0.000495213 0.000267139 2.50015e-05 9.78774e-05 0.000202252 8.96532e-05 -7.73616e-05 -0.000334681
internal_weight=0 0.0235813 0.0224906 0.0214615 0.0203458 0.0189485 0.0177156 0.0166674 0.0154531 0.00543749 0.00400718 0.0100156 0.00888464 0.00769562 0.00618623 0.00473308 0.00280563
internal_count=3121 2630 2575 2533 2426 2201 1931 1891 1827 331 179 1496 1225 1136 1051 779 732
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=20
num_cat=0
split_feature=13 13 1456 1213 151 49 40 42 457 43 150 151 43 4 3 0 3 42 16
split_gain=0.00038793 0.000497564 0.000319571 0.000304306 0.000195759 0.000369786 0.000324815 0.000707523 0.000299161 0.000303198 0.0002877 0.000254548 0.000292452 0.000356527 0.000230774 0.00022383 0.000198419 0.00018472 0.000159989
threshold=-0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083274999999999988 0.094245000000000009 0.051255000000000002 -0.12995999999999999 -0.0029299999999999994 0.093175000000000022 0.081835000000000019 -1.0000000180025095e-35 -0.074359999999999996 0.2623950000000001 -0.075944999999999985 -0.10151999999999999 -0.13309499999999996 0.088795000000000013 -0.059624999999999991
decision_type=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 -6 -9 11 -5 -10 14 15 17 18 -15 -13 -14
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 12 13 16 -16 -17 -18 -19 -20
leaf_value=-0.00093715612222762534 0.0010684692177068402 -0.00086437419685092987 -0.0007986082666376446 -0.00076370416269630102 -0.0012460667831153806 0.00080053228263500629 0.00089039449135772835 -0.00065628056805239101 0.00082078560070211336 -0.00060760038837392853 0.00017903280060280012 0.00054696905975859652 -0.00049101919709770142 -9.367170259982472e-05 0.00094653328866799418 -0.00087929519944920909 0.00076915732386891348 -0.00022700456598144335 0.00033208798763279109
leaf_weight=0.0010162146165071375 0.0010704571735640203 0.0010004077794848248 0.0010145346795138446 0.0015452112106220375 0.0010168082364194206 0.0017694782594400568 0.0010467928392581252 0.0011846586033504034 0.0015072084649070403 0.0011404875860419337 0.0015498959992605865 0.0016309871854913449 0.001151774318298493 0.0011943199145392214 0.0014665080404692877 0.001372342988846518 0.0013654022545839528 0.0013448632802268712 0.0011069580030802469
leaf_count=36 49 288 460 185 57 251 36 121 105 144 157 255 45 33 138 545 65 114 37
internal_value=0 3.7708e-05 -9.42787e-06 2.87409e-05 6.79756e-05 0.0001288 5.68891e-05 5.34011e-07 8.816e-05 0.000154564 -0.000291622 0.000226164 0.000141878 -7.53207e-05 0.000444563 -0.000386836 0.000366577 0.00019719 -8.76314e-05
internal_weight=0 0.0244791 0.0234086 0.0224082 0.0213937 0.0182986 0.0165291 0.0154823 0.0144655 0.0132809 0.00309511 0.0121404 0.0106332 0.0061908 0.00444236 0.00363108 0.00255972 0.00297585 0.00225873
internal_count=3121 3085 3036 2748 2288 1946 1695 1659 1602 1481 342 1337 1232 725 507 627 98 369 82
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=21
num_cat=0
split_feature=1213 1374 457 46 39 42 148 484 42 4 43 16 2 48 0 1 1 2 1 3
split_gain=0.000410559 0.000409914 0.000418972 0.000367397 0.000346434 0.000558794 0.000454945 0.000390182 0.00033477 0.000386186 0.000236034 0.000362984 0.000273358 0.00017341 0.000265393 0.000177437 0.000219766 0.000168787 0.000432793 0.000133202
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.084955000000000017 0.13507500000000003 -0.12995999999999999 -1.0000000180025095e-35 -0.0068949999999999992 0.093175000000000022 0.076415000000000025 -0.20207499999999998 0.22339500000000004 0.097845000000000015 0.085845000000000019 -0.14116499999999996 0.095025000000000012 0.10797500000000002 0.10097500000000002 0.10538500000000002 0.12178000000000001
decision_type=2 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 -3 -7 -8 10 -10 -9 12 13 14 -12 -16 -17 -14 -19 -20
right_child=1 2 -4 -5 -6 6 7 8 9 -11 11 -13 17 -15 15 16 -18 18 19 -21
leaf_value=-0.00084454039208520107 -0.00086621749581506713 -0.0010222719104155265 0.00090906629658548516 -0.00082535889189660637 0.00088500089015073257 -0.00065792913419194577 -0.00059921367322193851 0.00091423471250028511 -0.00087708057239507364 0.00024236456748734378 0.00087802013351706055 -0.0003828625120950951 0.001163749465394763 -0.00037188628645751844 -0.00025720034066698775 0.00083823540003045635 -7.3559296886370284e-05 -0.00025740040352516789 0.0012441099901494357 0.00052635727971589593
leaf_weight=0.0011988218049066015 0.0010443769485029 0.0010465299421071874 0.00128883469866825 0.0010383782410663392 0.0011182822502080461 0.0016392479223377157 0.0013832184683986301 0.0013149650186292635 0.0012172077334619271 0.0015434537554448319 0.0012199211769043867 0.0017157324589244525 0.0010242711246685743 0.0011299245354221277 0.0018262943894076329 0.0011149349911807604 0.0012252314397436237 0.0011730143592339481 0.0010436597733471942 0.0012606758402828877
leaf_count=491 55 108 102 46 38 93 439 54 276 105 45 230 30 139 507 40 69 100 78 76
internal_value=0 4.54079e-05 8.45498e-05 3.84171e-05 7.91928e-05 3.60321e-05 9.18793e-05 0.000159441 0.00022187 -0.000251212 0.000314834 0.000252936 0.000351944 0.000157396 0.000268426 8.9939e-05 0.000360851 0.000633562 0.000477392 0.000851436
internal_weight=0 0.0253682 0.0243238 0.0230349 0.0219966 0.0208783 0.0198318 0.0181925 0.0168093 0.00276066 0.0140486 0.0127337 0.0110179 0.00651631 0.00538638 0.00416646 0.00234017 0.00450162 0.00347735 0.00230434
internal_count=3121 2630 2575 2473 2427 2389 2281 2188 1749 381 1368 1314 1084 800 661 616 109 284 254 154
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=13
num_cat=0
split_feature=43 42 376 484 15 43 16 16 15 0 3 3
split_gain=7.12705e-05 0.000155341 0.000154534 0.000109646 0.000126833 0.000186957 0.000212529 0.000181117 0.000164745 0.000194804 0.000149504 0.000120907
threshold=0.18116500000000002 -0.12995999999999999 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.074359999999999996 0.15891500000000003 -0.0094449999999999968 -0.03241999999999999 -0.18901999999999997 -0.077774999999999983 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 10 7 8 9 -7 11 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0022561313158110403 -0.001593936936000649 -0.0018935307103816008 0.0026307858064696251 0.0018858369274740285 0.0013942107461098069 -0.0013322909175791759 -0.0032702358644481917 0.0019150607402436699 -0.0024154659186004851 0.0017766998065309458 0.0030806857167135276 -0.0014017699427815917
leaf_weight=0.0010599976073352021 0.0010754371268566548 0.0010459388650668486 0.0010482124113609459 0.0016812263135231953 0.0016415668139782014 0.0017928259622941312 0.001034202097781229 0.0013531704999653598 0.0015789206206422435 0.0015092378700331541 0.0011426985204840987 0.0010192963210151618
leaf_count=138 208 468 159 173 119 76 200 145 650 168 152 465
internal_value=0 0.000102134 0.000270499 9.12056e-05 0.000253982 6.19161e-06 -0.000593203 -0.000149103 -0.000721357 8.87012e-05 0.0011516 0.000323155
internal_weight=0 0.0159073 0.0148473 0.0137991 0.0127531 0.0110719 0.00726836 0.00623415 0.00488098 0.00330206 0.00380356 0.00266086
internal_count=3121 2913 2775 2616 2148 1975 1239 1039 894 244 736 584
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=12
num_cat=0
split_feature=14 1 4 4 47 13 43 4 1 3 1
split_gain=7.06733e-05 6.8698e-05 0.000164178 0.000141255 0.000126379 0.000166806 0.000159519 0.000198855 0.000175815 0.000145393 0.00012879
threshold=0.062655000000000016 0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.086380000000000012 -0.10278499999999999 -0.052894999999999991 0.0061450000000000003 0.10887500000000001 0.10732000000000001 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8 -9 10 -6
right_child=-2 4 -4 -5 9 6 7 8 -10 -11 -12
leaf_value=-0.0016528757244349858 -0.0017494750343456469 0.0035269922437874794 -0.002267698533714176 0.0015332785251500082 -0.0011756661605496353 0.0023608102198518343 -0.002075293057756594 0.0031663668244393045 -0.00038787436599340525 -0.0024186681523311951 0.0018705215458489216
leaf_weight=0.001023532106638303 0.0010382328338329741 0.0010281682871634001 0.0017456346052592596 0.0018811059501186878 0.0013087183740288777 0.001641450658150731 0.0016305742725397643 0.001064260503646608 0.0017584905848677945 0.0013525673430390128 0.0013362962568568386
leaf_count=35 104 158 1276 303 160 404 389 60 88 68 76
internal_value=0 0.00010962 -0.000594822 0.000410546 0.000404197 0.000955411 0.000521594 -0.000156322 0.00095218 -0.000577964 0.000363308
internal_weight=0 0.0157708 0.00465027 0.00290464 0.0111205 0.00712294 0.00609478 0.00445333 0.00282275 0.00399758 0.00264501
internal_count=3121 3017 1614 338 1403 1099 941 537 148 304 236
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=21
num_cat=0
split_feature=1374 457 484 1213 38 453 43 42 14 1 4 52 0 0 2 4 43 16 3 0
split_gain=0.000419983 0.000449315 0.000435304 0.000377865 0.00037625 0.000338386 0.00033519 0.000334224 0.000354961 0.000361464 0.00037776 0.000351646 0.000338798 0.0006166 0.000378604 0.000263584 0.000175931 0.000152149 0.000101226 9.39183e-05
threshold=-0.094929999999999987 0.091015000000000013 -0.0068949999999999992 -1.0000000180025095e-35 0.084835000000000008 1.0000000180025095e-35 0.24789500000000006 -0.12995999999999999 0.076175000000000007 0.111945 0.076415000000000025 0.11434500000000002 -0.076234999999999983 -0.10151999999999999 0.11093500000000002 -0.49405499999999997 -0.084999999999999978 -0.25582999999999995 -0.11255999999999998 -0.14116499999999996
decision_type=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 5 6 7 -5 9 11 -11 12 13 14 19 -14 -17 -12 -18 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 17 -13 15 -15 -16 16 18 -19 -20 -21
leaf_value=-0.00098823499544113376 -0.00082254473756072346 0.0009351450893365648 -0.00082401573342313287 -0.0005062004293865845 -0.00080074772366338658 -0.00075638635227450368 -0.0005991304722210959 0.00086808581573608295 -0.00055709524355386953 0.00015255719795854425 0.00077585847081621071 -0.00061643386640474406 1.0863962387379116e-06 -0.0009099593332523232 -0.00049993574935872185 0.0014047947287673011 0.00092771190879327719 0.0015543192994235682 0.00030065094195763929 0.00030151986317838552
leaf_weight=0.0010958752101659633 0.0016366697831238083 0.0013408967488870429 0.0012516827524607912 0.0014406769534466559 0.0011757926465154602 0.0010477346187096606 0.0013273411842688035 0.0017643653492145361 0.0011630312821644386 0.0015993815583772433 0.0013673474085666715 0.0011756490655892024 0.0013355380306006026 0.001348008292139144 0.0010327915087309236 0.0010161028234396685 0.0013492610945320394 0.0012375605964410341 0.0013154891927744184 0.0013259100573643689
leaf_count=55 482 104 471 89 49 67 156 74 50 106 156 233 100 499 32 58 38 67 188 47
internal_value=0 2.81171e-05 -2.07073e-05 3.56802e-05 8.45435e-05 0.000134477 0.000181621 0.000237726 0.000300658 0.000363529 0.000767889 0.000217766 0.00031128 3.44442e-05 0.00034321 0.000613209 0.000835308 0.0011457 0.000618155 0.000624996
internal_weight=0 0.0262512 0.0249103 0.0232737 0.022022 0.0208462 0.0197985 0.0184711 0.0170304 0.0158674 0.00420429 0.0116631 0.0104875 0.00547108 0.00412307 0.00501639 0.00368085 0.00260491 0.00266475 0.00309028
internal_count=3121 3066 2962 2480 2009 1960 1893 1737 1648 1598 329 1269 1036 652 153 384 284 223 226 121
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=13
num_cat=0
split_feature=41 16 2 14 0 0 16 4 3 12 4 49
split_gain=8.22596e-05 7.90901e-05 0.000198782 0.000102796 0.000187135 0.000211791 0.000145272 0.00016332 0.000138737 0.00015974 0.000189557 0.000136964
threshold=0.07831500000000001 -0.5315899999999999 -1.0000000180025095e-35 -0.10708499999999999 -0.10607499999999999 -0.062294999999999996 -0.013324999999999998 0.181285 0.076840000000000006 0.092355000000000007 -0.35136499999999998 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 11 9 10 -7 -5
right_child=-2 2 3 4 5 8 -8 -9 -10 -11 -12 -13
leaf_value=-0.001316359400691003 -0.0016879421551384032 0.0029221265665760388 -0.0020114421869021166 0.001237359964631553 -0.0024402018597740457 9.9649607665766522e-05 0.003394827543749169 0.002440901401668547 -0.0012602880349325131 -0.0011742786069131627 0.0039930600462550455 -0.0020852713861590298
leaf_weight=0.0015620031629210987 0.0012326374274888021 0.0012002465736334492 0.0010265656813271988 0.0010807221109838672 0.0018588039932886467 0.0011458641550330384 0.0011136893446976898 0.0013796803133320212 0.0018503792229245808 0.0010199530840492299 0.0011444363414154606 0.0011975051461928787
leaf_count=103 151 160 104 63 1803 57 89 121 107 213 66 84
internal_value=0 0.000127935 0.000288873 4.22934e-05 0.000221098 -0.000481746 0.00125504 0.000603564 0.000223668 0.00105318 0.00204514 -0.000509116
internal_weight=0 0.0155798 0.0140178 0.0128176 0.011791 0.00701944 0.0047716 0.00365791 0.00516063 0.00331025 0.0022903 0.00227823
internal_count=3121 2970 2867 2707 2603 2246 357 268 443 336 123 147
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=13
num_cat=0
split_feature=1 12 11 43 16 12 49 15 12 47 13 1
split_gain=7.61179e-05 0.000109546 0.000117493 0.000141009 0.000124603 0.000103148 0.000107931 0.000288096 0.000201849 0.000121347 0.000145911 7.26589e-05
threshold=0.13686500000000004 0.11650500000000001 0.081365000000000007 -0.16318499999999997 0.22339500000000004 0.095110000000000014 -0.006494999999999999 -0.036009999999999993 0.084100000000000022 0.082095000000000015 -1.0000000180025095e-35 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 -8 -12
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 11 -13
leaf_value=0.0018532510248564155 0.0010900218553146288 -0.001706351255357573 -0.0016524514342069745 0.00040835020180974261 -0.0018078037710947787 0.0018411542008854357 0.0030287896285446226 -0.0031449666686174695 -0.0017911553258285757 -0.00040574168368478971 -0.00043357835641557669 0.0016171121376278455
leaf_weight=0.0013672383372129735 0.0017551801095120672 0.0012480787646813743 0.0011927926455694857 0.0019393022582613328 0.0011017325771904537 0.0010100078733748736 0.0011989826437383277 0.0011030001284547987 0.0010579798185715271 0.0015374680125199713 0.001048301854014163 0.0010818281308497824
leaf_count=142 169 121 154 238 299 299 268 211 1009 97 64 50
internal_value=0 -0.000132226 1.18227e-05 0.000171324 -3.62463e-05 0.000159384 -3.00465e-05 -0.00087992 0.00040637 0.000884105 0.00147979 0.000607905
internal_weight=0 0.0148867 0.0136386 0.0124458 0.0110786 0.00997687 0.00896686 0.0030423 0.00592456 0.00486658 0.00332911 0.00213013
internal_count=3121 2952 2831 2677 2535 2236 1937 449 1488 479 382 114
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=14
num_cat=0
split_feature=3 48 50 2 40 13 52 151 48 2 47 1 16
split_gain=7.3436e-05 0.000124121 0.000174565 0.000154581 0.000139837 9.95111e-05 0.000185171 8.57126e-05 0.000126709 0.000146444 0.000178884 5.86254e-05 4.29345e-05
threshold=0.16158000000000003 0.12879500000000002 0.083640000000000006 0.11548000000000001 -1.0000000180025095e-35 0.24813000000000004 0.091820000000000013 -0.084129999999999996 0.088965000000000002 0.084245000000000014 1.0000000180025095e-35 0.086455000000000018 -0.084119999999999986
decision_type=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 12 -11 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13 -14
leaf_value=-0.0019617918792020034 0.0012099948526202852 -0.0021400330316969389 -0.0023720636431406469 0.0021681771480483491 -0.0012246413865225039 0.0019908680037039501 -0.0019779031319607115 0.0012220654703949461 0.0022673700398243893 -0.0019342258544428328 -0.00088726944986163502 1.4242054136373883e-05 0.0029439878422754615
leaf_weight=0.001195524308581373 0.0016237078501225013 0.0010377276826929746 0.0010244690602900309 0.0013015985243755275 0.0010480961878356933 0.0010197126285054489 0.0014268355352960319 0.0010566676115826568 0.0013527502751378984 0.0011276520934891156 0.0011368206292004246 0.0011026556108340024 0.0010347389431620245
leaf_count=206 156 77 545 266 167 50 406 114 133 619 106 137 139
internal_value=0 -0.000135824 1.45879e-05 0.000205562 -1.65436e-05 0.000209112 1.34588e-05 0.000374982 0.000621126 0.000213149 0.00103119 -0.000970911 0.002074
internal_weight=0 0.0148652 0.0138275 0.0128031 0.0115015 0.0103059 0.00928622 0.00785938 0.00681129 0.00545853 0.00322823 0.00223031 0.00209141
internal_count=3121 2965 2888 2343 2077 1871 1821 1415 1248 1115 359 756 253
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=20
num_cat=0
split_feature=1213 1374 457 484 38 40 42 39 148 42 4 43 160 49 48 0 12 12 0
split_gain=0.000468676 0.000456674 0.000486621 0.000406793 0.000285636 0.000330752 0.000789428 0.000335151 0.000342203 0.00034471 0.000416236 0.000262985 0.000341758 0.000285012 0.000421681 0.000476841 0.000375373 0.00031342 0.000203898
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.085060000000000011 -1.0000000180025095e-35 0.091735000000000025 0.09173000000000002 -0.084004999999999982 -0.080719999999999986 0.092185000000000017 0.085845000000000019 -0.14116499999999996 0.090455000000000021 0.098810000000000023 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 11 -11 18 -13 14 15 -14 -17 -18 -10
right_child=1 2 -4 4 -6 -7 7 -9 9 10 -12 12 13 -15 -16 16 17 -19 -20
leaf_value=-0.00095636364684394961 -0.00097228866924743891 -0.00074757252230309157 0.00098814918593191224 -0.0012090493089762463 -0.00071094092341937847 0.00098382345856160426 -0.00069094030879296041 0.00087968356408126599 0.00028678445855204984 -0.001080075908526882 0.00019934501030289536 -0.00052740696183693726 0.0011976096857145041 0.00090632885066029901 -0.00062609251594881944 -0.00046591832366888597 0.00095375507952912453 3.1332663947765708e-06 0.0012300692456118367
leaf_weight=0.0011963086322074315 0.0010326547810413081 0.0015217947752133162 0.0013257724748814139 0.0010787547139587119 0.0010370260719110283 0.0010089525567997795 0.0012368019995960813 0.0013978453932216991 0.0011307008913578054 0.001104409156110737 0.001351736186129493 0.0015029739067558027 0.0011984547583101472 0.0014139470051710151 0.0013713286485498299 0.0017533136101449739 0.0014653098560650779 0.0019091652385161417 0.0010624247124768607
leaf_count=491 55 464 102 95 49 36 79 210 233 292 50 220 41 124 74 275 123 73 35
internal_value=0 3.43113e-05 7.78571e-05 2.43267e-05 8.02019e-05 0.000121252 7.53922e-05 0.000152807 9.12293e-05 0.000154607 -0.000375948 0.000256353 0.000155651 0.000268323 0.000151129 0.000319607 0.000114402 0.000415925 0.000743744
internal_weight=0 0.0249034 0.0238707 0.0225449 0.0210231 0.0199861 0.0189772 0.0178984 0.0165006 0.0152638 0.00245615 0.0128076 0.0106145 0.00911152 0.00769757 0.00632624 0.00512779 0.00337448 0.00219313
internal_count=3121 2630 2575 2473 2009 1960 1924 1829 1619 1540 342 1198 930 710 586 512 471 196 268
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=13
num_cat=0
split_feature=43 3 42 39 48 3 0 13 15 12 49 15
split_gain=7.15556e-05 0.00016736 0.000130927 0.000121673 0.000206868 0.000129352 0.000172449 0.000183992 0.000163354 0.000128213 0.000105043 0.000197001
threshold=0.18116500000000002 0.16158000000000003 -0.12995999999999999 0.085220000000000004 0.11951500000000001 -0.10023499999999998 -0.10151999999999999 -0.084034999999999985 -0.015744999999999999 0.09141500000000001 -0.069799999999999987 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 10 -8 -4 -10 -7 -12
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.0024220709824317888 -0.001724706243424649 0.0025164921304718208 0.0024977155788512301 0.0020255528340575868 -0.0030101716929733934 -0.001389574387114866 0.00023495695137301371 -0.0035957324018120449 -0.0016017340158880683 0.0015770448088879719 -0.00042583634182334065 0.0030670114941986231
leaf_weight=0.0010268941113656957 0.0010368984872455777 0.0012202733426145427 0.0019604650638651577 0.0013319525914007877 0.0010425010233493523 0.0011350220802668343 0.0010167856543666599 0.0013187034252008746 0.0012720318015295743 0.0010694358882865629 0.0017835395935816289 0.0012629172490592503
leaf_count=136 208 148 121 262 66 67 525 1140 117 133 107 91
internal_value=0 0.000111595 -9.47745e-05 8.63687e-05 -0.000131388 0.000146009 -0.000455137 -0.00192799 0.00105668 -0.000149867 0.000367499 0.00102213
internal_weight=0 0.0154405 0.0142202 0.0131934 0.0118614 0.0108189 0.00651697 0.00233549 0.00430193 0.00234147 0.00418148 0.00304646
internal_count=3121 2913 2765 2629 2367 2301 1930 1665 371 250 265 198
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=20
num_cat=0
split_feature=1213 38 40 42 39 4 13 160 474 151 49 43 151 13 4 1375 4 484 16
split_gain=0.000379107 0.000277126 0.000266382 0.000707715 0.00029698 0.000215274 0.000330599 0.000310256 0.000536714 0.000410171 0.000452279 0.000329125 0.000268044 0.000263155 0.000226678 0.000146784 0.000168383 0.000124937 7.4634e-05
threshold=-1.0000000180025095e-35 0.084835000000000008 0.051255000000000002 -0.12995999999999999 0.085220000000000004 -0.51843499999999987 -0.47860499999999995 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 0.094245000000000009 -0.074359999999999996 -0.024429999999999997 -0.084034999999999985 0.40473500000000007 -0.012484999999999998 -0.059649999999999988 0.044540000000000003 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 17 -9 11 13 -13 -11 15 -14 -17 -8 -18
right_child=1 -3 -4 4 -6 6 7 9 -10 10 -12 12 14 -15 -16 16 18 -19 -20
leaf_value=-0.00091122510429001357 -0.0012125477378350472 -0.00074185105456152009 0.0008495423964597717 -0.00062245350316871353 0.00079613544424420599 0.00082818904871393838 -0.0012185637425553551 -0.00073353303715369177 0.0003584926978835536 0.0011851171420936785 0.0011103191078560674 0.00065721484426530647 0.0002111587194538727 0.00020381729486640383 0.00042174697546213047 -4.2046348593907914e-05 -0.00096242397483039643 -0.00047512852575851301 -0.00042888162827725313
leaf_weight=0.0010600018875189096 0.0010345659656753039 0.0010491864349377869 0.0010037572538104103 0.0010787027046301701 0.0013607211630014679 0.0013364879978437971 0.0011162860229666774 0.0011586112688154451 0.0014437420456755445 0.001057201336225555 0.0012479240278857806 0.0011010127579131898 0.0010107957541150049 0.0017094961989748145 0.0012422491060045671 0.0015214487746641418 0.0012458572728137052 0.0010472457025724746 0.0012610022999686304
leaf_count=491 107 55 42 48 225 64 384 80 188 108 154 65 20 244 44 448 72 192 90
internal_value=0 3.44202e-05 7.14794e-05 3.42423e-05 9.89346e-05 4.78693e-05 8.91896e-05 2.80826e-05 -0.000371547 0.000142898 0.000231995 0.000123997 -4.64458e-05 0.000578788 -0.000169785 -0.000315611 -0.00044779 -0.000858708 -0.000694041
internal_weight=0 0.0230263 0.0219771 0.0209734 0.0199388 0.0185781 0.0174994 0.0161629 0.00360727 0.0125556 0.011397 0.0101491 0.00738237 0.0027667 0.00628135 0.0050391 0.00402831 0.00216353 0.00250686
internal_count=3121 2630 2575 2533 2426 2201 2153 2089 764 1325 1245 1091 739 352 674 630 610 576 162
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=12
num_cat=0
split_feature=1 12 11 43 1 2 457 43 1 0 0
split_gain=7.25701e-05 0.000113497 0.000104592 0.000148204 0.000205968 0.000128237 0.000135035 0.000129167 0.000118944 0.000116583 8.53556e-05
threshold=0.13686500000000004 0.11650500000000001 0.081365000000000007 -0.052894999999999991 0.10752500000000002 0.089885000000000007 0.088350000000000026 0.0034250000000000005 0.10538500000000002 -0.11991499999999998 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 9 7 8 -7 -5 -1
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00069864074020746536 0.0010138058692550406 -0.0016316462117730141 -0.0014781130108710257 -5.6508420683011967e-05 0.0029236178103197287 -0.0021467598015504569 0.0019101624723977017 0.0010148597196195984 4.204714702724197e-06 -0.0023046601187709636 0.0010373220119501922
leaf_weight=0.0013793040438304649 0.0017189196311685152 0.0012471914639195373 0.0011678814432546378 0.0012074762441713922 0.0010805156055447504 0.0011612296588701942 0.0010188348641300138 0.0015675572001143459 0.0017843257930361123 0.0013223336752789683 0.0017688968186112273
leaf_count=946 169 121 154 88 177 213 70 207 114 700 162
internal_value=0 -0.000122069 1.7824e-05 0.000159973 0.000953077 -0.000256042 0.000190098 -0.000198206 -0.000843772 -0.00123162 0.000276754
internal_weight=0 0.0147055 0.0134584 0.0122905 0.00422872 0.00806176 0.00553195 0.00451311 0.00294556 0.00252981 0.0031482
internal_count=3121 2952 2831 2677 1285 1392 604 534 327 788 1108
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=19
num_cat=0
split_feature=1213 38 3 484 457 42 43 1374 457 146 12 12 133 43 160 15 2 4
split_gain=0.000458768 0.000235165 0.000250381 0.000216203 0.000219275 0.000233447 0.000271751 0.000208347 0.000241812 0.000185349 0.000271117 0.000328792 0.000247312 0.000274988 0.000316356 0.000359526 0.000118969 6.95962e-05
threshold=-1.0000000180025095e-35 0.084835000000000008 0.20828500000000003 -0.0068949999999999992 -0.0029299999999999994 -0.12995999999999999 0.18116500000000002 -0.035729999999999991 0.087995000000000004 0.086030000000000009 0.10312500000000001 0.095330000000000012 0.088625000000000009 -0.083684999999999996 -0.030779999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 10 11 12 13 -9 -15 16 -16 -12
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 17 -13 -14 14 15 -17 -18 -19
leaf_value=-0.00095559810041628119 -0.00051829952247179386 -0.00067755630438537536 0.00082625147867452565 -0.00050822417246514442 -0.0004251175241917103 -0.00043751844154583973 -0.00053980490898633755 0.00088943215745875286 0.00098938499175199373 -0.00038975885413650759 0.00052953835419725971 -0.00066227864913218125 -0.00045677318980431723 -0.00036372979823344172 0.00038181778565630825 -0.00012211076066034909 0.0010354060668251112 0.0011066127057332965
leaf_weight=0.0011840377860053283 0.0015604507366155087 0.0010550465091774255 0.0010767931395083688 0.0014110474096696848 0.0016746552117778693 0.0010344719712520592 0.0011741877309732326 0.0019334919063549458 0.0011487169631925207 0.0010836732466152918 0.0010699901430831918 0.0010238583577139868 0.0010140129622621683 0.0017376307249709101 0.0011619537721834468 0.0018339006885641478 0.0017146317491164992 0.0010106244651755247
leaf_count=491 476 55 130 141 99 55 154 164 82 16 106 190 291 212 69 236 113 41
internal_value=0 5.02205e-05 8.40996e-05 4.70804e-05 9.11337e-05 0.000136564 0.000192087 0.000246592 0.000294628 0.000235876 0.000290114 0.000186332 0.000278807 0.000367798 0.000211384 0.000423535 0.000771399 0.000809843
internal_weight=0 0.0237191 0.0226641 0.0215873 0.0200268 0.0186158 0.0169411 0.015767 0.0147325 0.0135838 0.0125001 0.0104195 0.00939562 0.00838161 0.00644812 0.00471049 0.00287659 0.00208061
internal_count=3121 2630 2575 2445 1969 1828 1729 1575 1520 1438 1422 1275 1085 794 630 418 182 147
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=11
num_cat=0
split_feature=42 3 475 43 3 42 3 1 0 12
split_gain=6.7599e-05 0.000127281 0.000121585 0.000142988 0.000179199 0.000177526 9.01025e-05 0.000126994 0.000224679 0.000102766
threshold=-1.0000000180025095e-35 0.0051600000000000005 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 0.075730000000000006 -0.116045 0.094465000000000007 -0.16360999999999995 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -5 9 -9 -8
right_child=2 -3 3 5 -6 -7 7 8 -10 -11
leaf_value=-0.0025709797923696184 -0.0017844413611478171 0.00087945358842848225 0.00045840907474189541 0.0020337113584423245 0.0041575539947706032 -0.0024729273302920023 -0.0022848029050861374 -0.00082211535389457662 0.0029560993720780973 0.00065287318176709432
leaf_weight=0.0014443856013166027 0.0015375996360317496 0.0010167947626058549 0.0019857470960131102 0.0015390270232855663 0.0011567459650995435 0.0014022812508256025 0.0017421863850062315 0.0018586060238099389 0.0016659477298072711 0.0010746421636511627
leaf_count=830 448 32 395 80 267 686 102 98 150 33
internal_value=0 -0.00114549 0.000197363 0.000442608 0.00182006 -2.37035e-05 0.000412124 1.85718e-05 0.00096373 -0.00116406
internal_weight=0 0.00246118 0.0139628 0.0124252 0.00314249 0.00928269 0.00788041 0.00634138 0.00352455 0.00281683
internal_count=3121 862 2259 1811 662 1149 463 383 248 135
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=13
num_cat=0
split_feature=14 1 4 474 16 0 51 49 16 43 13 15
split_gain=7.31345e-05 7.31248e-05 0.000162756 0.000122037 0.000146295 0.000177985 0.000173733 0.000169038 0.000160943 9.93981e-05 8.44287e-05 6.65708e-05
threshold=0.062655000000000016 0.077565000000000009 -0.029144999999999997 0.059400000000000008 -0.056919999999999991 -0.18901999999999997 0.067785000000000012 -0.043469999999999995 0.23311500000000004 -0.090299999999999991 -0.092094999999999982 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 7 11 -3 -6 -1 -11 -7
right_child=-2 3 -4 -5 8 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0013924808998741626 -0.0016387628802987005 0.0010122784834825063 -0.00262783817128178 0.0023642531009266713 -0.0021157880625783526 0.0015811098455934382 0.0035995426685024984 -0.0024602644643128648 0.00052428357998848861 -0.00034896265595802756 0.002068778125204463 -0.00038010260238589762
leaf_weight=0.0011321196453526472 0.0010020402626571548 0.0011306826668757708 0.0011216608576392747 0.0010931118748343247 0.0018605983504678672 0.0015071303756131306 0.0011471257095835297 0.0010627202809625489 0.0017521968873599469 0.0011130117676905193 0.0011452328654696347 0.0012270538380992893
leaf_count=163 104 49 763 191 297 186 144 60 199 76 612 277
internal_value=0 0.000104553 -0.000563642 0.000384214 0.000160792 0.00075323 0.00155763 -0.000670195 -0.00083536 0.000119273 0.000877156 0.000700952
internal_weight=0 0.0152926 0.00451203 0.0107806 0.00968751 0.00607471 0.00388131 0.0021934 0.0036128 0.00339036 0.00225824 0.00273418
internal_count=3121 3017 1614 1403 1212 716 607 109 496 851 688 463
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=12
num_cat=0
split_feature=484 42 15 47 12 4 52 4 15 49 12
split_gain=7.06601e-05 0.000104218 9.00491e-05 9.95498e-05 0.000191896 0.000153051 0.000146926 0.000209375 0.000106195 0.000151293 0.000104243
threshold=-0.0068949999999999992 0.10256000000000001 -0.24436499999999997 0.11312500000000002 0.098810000000000023 -0.0016099999999999997 -0.088204999999999992 -0.033174999999999989 -0.095869999999999983 -0.052259999999999994 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 10 -7 -10 -8
right_child=1 -3 3 -5 -6 8 7 -9 9 -11 -12
leaf_value=-0.0016219826040074837 0.0016996655389354255 -0.0018064383922597042 -0.0011268615964758375 0.0015373121065249415 -0.0028429627409254569 -0.0021140726155357559 -0.0004538621009934042 0.004098661288008924 -0.0018312532174862165 0.0014441035412281211 0.0020740423562807752
leaf_weight=0.0011044297792927342 0.0017121664947308659 0.0011459222841562556 0.0012113152808348486 0.0017538583287698703 0.0010623889873044101 0.001659954963664903 0.0016991248497963988 0.0010227745514785865 0.0010839123300093179 0.0014522154570898562 0.0012432103682996007
leaf_count=503 183 311 304 98 251 155 127 262 100 190 637
internal_value=0 0.00011652 0.000275039 7.49204e-05 -0.000170873 0.000132013 0.000895275 0.00151302 -0.000809573 4.42531e-05 0.000614241
internal_weight=0 0.0150468 0.0139009 0.0121888 0.0104349 0.00937251 0.00517643 0.00396511 0.00419608 0.00253613 0.00294234
internal_count=3121 2618 2307 2124 2026 1775 1330 1026 445 290 764
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=19
num_cat=0
split_feature=1213 1374 457 124 484 38 160 50 47 4 474 13 3 48 3 3 48 3
split_gain=0.000355782 0.000335434 0.000406541 0.000257729 0.000282053 0.000206572 0.00026677 0.000307561 0.000288091 0.00022664 0.000182821 0.000268684 0.000324254 0.000251901 0.000211036 0.000430204 0.000177826 0.000198248
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.10281000000000001 -0.0068949999999999992 1.0000000180025095e-35 -0.098904999999999979 0.077545000000000017 0.11939500000000002 -0.49405499999999997 0.085860000000000006 -0.084034999999999985 0.095270000000000007 0.083685000000000009 -0.13309499999999996 -0.10115999999999999 0.092150000000000024 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -8 11 16 13 14 -13 -16 17 -11
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00089597001757851129 -0.0008766570851383447 -0.00073750144197122004 0.00098869534087173421 0.00072744899466677451 -0.0006029903330545004 -0.00063891785198638912 -0.00053353227077250042 0.00092048100270499835 -0.00072705674472288754 0.0011285445253067616 0.00085102912387049513 -0.00054583604151371375 -0.00074059067021514777 0.00069931197201195377 0.00091748196013815013 -0.00029212933341770612 -7.4728170903202824e-05 0.0002741975947443549
leaf_weight=0.0011221977308358685 0.0010074358796181562 0.001336473624029901 0.0011858026532827739 0.0012561286297491083 0.0013982662410593196 0.0011298490106543815 0.001214071366270269 0.0011786852437957176 0.0010954434436509794 0.0013814374741709656 0.0010085968850708791 0.0015643615713210003 0.0013913345056586479 0.0014739731764341901 0.0012388214156828737 0.001971294473840513 0.0010769817909295279 0.0014303835234447627
leaf_count=491 55 463 102 39 339 54 96 209 48 118 146 61 42 163 41 495 54 105
internal_value=0 3.12503e-05 7.22078e-05 2.08142e-05 -2.38125e-05 2.75971e-05 7.08177e-05 0.00012961 6.6822e-05 0.000130063 0.000194324 0.000136872 -3.83262e-05 0.000118046 -6.14018e-05 0.000174674 0.000481058 0.000693935
internal_weight=0 0.0233393 0.0223319 0.0211461 0.01989 0.0185535 0.0174237 0.0160254 0.0148467 0.0137513 0.0125372 0.0115286 0.00763979 0.00624845 0.00477448 0.00321012 0.0038888 0.00281182
internal_count=3121 2630 2575 2473 2434 1971 1917 1578 1369 1321 1225 1079 802 760 597 536 277 223
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=18
num_cat=0
split_feature=1213 124 47 47 52 40 50 474 151 151 52 52 0 12 4 2 16
split_gain=0.000337802 0.00021199 0.000254639 0.000225808 0.000263542 0.000271265 0.000159614 0.000158113 0.000191072 0.000223188 0.000196299 0.000320172 0.000389037 0.000186736 0.00025381 0.0001421 8.17058e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.23798499999999997 -0.081804999999999975 0.087000000000000008 0.084660000000000027 -0.084129999999999996 -0.024429999999999997 -0.084699999999999984 -0.054584999999999995 -0.11242999999999999 0.098810000000000023 -0.083854999999999985 0.10060500000000001 -0.4179199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -10 -11 -12 16 14 15 -14 -13
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 12 13 -15 -16 -17 -18
leaf_value=-0.00076920186869360832 -0.00067767959513816568 0.00055890982601134863 -0.00062082629070015676 0.00059307503359748383 -0.00055186887858219491 -0.00033712544624661732 -0.0003822657433166829 0.00054445803980562022 0.00067911848546377816 0.00057639064983654685 -0.00067820517106787468 0.0003217959097068746 0.00054029026445452807 -0.00046982020051517372 -0.0003449502145135005 -8.3604774362384918e-05 0.00082651641785498066
leaf_weight=0.0010216266357788847 0.0010136832963669211 0.0012582410827613457 0.0011672185515622093 0.0011956681342600714 0.0013526278876326283 0.0018179721112515654 0.001276682308853346 0.0013986563517618131 0.0012105042915739892 0.0012296848147317118 0.0010997610139838509 0.001217957247576007 0.0017709095728851692 0.0016537236341453709 0.0017499051319286446 0.0010555212945746462 0.0011110967162537549
leaf_count=491 319 39 51 98 128 173 405 186 90 128 54 98 160 136 496 18 51
internal_value=0 2.20609e-05 -9.61991e-06 2.57775e-05 -1.00003e-05 2.77158e-05 7.49641e-05 0.000113078 6.97243e-05 0.000130856 6.9905e-05 5.42355e-06 9.3263e-05 -8.21861e-05 5.78909e-05 0.000307299 0.000562577
internal_weight=0 0.0225798 0.0213216 0.0201544 0.0189587 0.017945 0.0165924 0.0153157 0.013917 0.0120991 0.0108886 0.00965887 0.00855911 0.00623006 0.00457634 0.00282643 0.00232905
internal_count=3121 2630 2591 2540 2442 2123 1995 1590 1404 1231 1141 1013 959 810 674 178 149
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=12
num_cat=0
split_feature=47 4 42 43 151 16 16 51 151 3 2
split_gain=7.39621e-05 9.92575e-05 0.000126821 0.000105664 0.000131844 0.000111905 0.000259977 0.00011708 0.000104751 0.000144118 2.7862e-05
threshold=0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 -0.0048099999999999992 0.22339500000000004 0.081440000000000026 -0.00099499999999999979 -0.13309499999999996 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 7 -7 -6 -3 -10 -4
right_child=-2 8 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.0021259852896857228 -0.0014166096795074571 -0.00060617644640558951 0.0021461271810095978 0.0011754013580098689 -0.0025950010154977996 0.0023556876097445573 -0.0018022555196007539 0.00012247855567295673 -0.0001598683889846112 0.0028330152735610509 0.00062544672271800425
leaf_weight=0.0012691309682226351 0.0014290079442980099 0.001212813449554595 0.001005029674632397 0.0019127404567322193 0.0019545626101065633 0.0012237714178320071 0.0013246470246549603 0.001020993333407931 0.0011108272200837099 0.0017572591148948104 0.0010340626847012979
leaf_count=784 65 93 218 225 628 182 279 161 59 259 168
internal_value=0 0.000132725 -0.000195237 6.33549e-05 -0.000296278 -0.000805864 0.000194423 -0.00166256 0.000996245 0.00167385 0.00137496
internal_weight=0 0.0148258 0.0107449 0.00947581 0.00743671 0.00552397 0.00254842 0.00297556 0.0040809 0.00286809 0.00203909
internal_count=3121 3056 2645 1861 1475 1250 461 789 411 318 386
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=12
num_cat=0
split_feature=3 484 132 42 160 43 3 16 4 151 2
split_gain=7.01089e-05 0.000105955 9.03862e-05 0.000108811 0.000108107 0.00016277 0.000329617 0.000183554 0.000159179 0.000226026 0.000185554
threshold=0.16158000000000003 -0.0068949999999999992 0.080640000000000017 -0.088934999999999986 -0.079874999999999988 -0.043144999999999996 -0.077774999999999983 0.071345000000000006 -0.0016099999999999997 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -7 -10 -11
right_child=-2 2 -4 4 5 7 -8 -9 9 10 -12
leaf_value=-0.0020518357371513926 0.0012252037072813459 -0.0017016392896529091 0.0016440124598635162 -0.0013263163074721106 -0.00034568578766451362 0.0019093580634459005 0.0041257598643769169 -0.0024712918905742086 -0.0025822826004000695 -0.00080490379877290799 0.0024137915257100148
leaf_weight=0.0010089824694045459 0.0015755000330977533 0.0014866332038515487 0.0011584055076589586 0.0017573208765972051 0.0013766414363504675 0.0016057375392686006 0.001125549997104537 0.0010872810148893942 0.001212289917565279 0.0015450153994558628 0.0011916668351066723
leaf_count=496 156 266 253 418 290 543 230 174 76 83 136
internal_value=0 -0.000135834 6.87485e-06 -0.000146213 6.59002e-05 0.000333455 0.00166569 -0.000168427 0.000282337 -0.000379245 0.000596652
internal_weight=0 0.0145555 0.0135465 0.0123881 0.0109015 0.00914418 0.00250219 0.00664199 0.00555471 0.00394897 0.00273668
internal_count=3121 2965 2469 2216 1950 1532 520 1012 838 295 219
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=19
num_cat=0
split_feature=1213 44 40 42 457 43 3 3 0 43 4 52 151 0 13 47 1 1
split_gain=0.000342903 0.000214966 0.000211664 0.000411016 0.000222389 0.000248631 0.000389412 0.000294241 0.000260641 0.000284607 0.000505627 0.000241324 0.000210956 0.000233694 0.000364346 0.000168726 0.000211995 4.42108e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.084220000000000003 -0.12995999999999999 -0.0029299999999999994 0.18116500000000002 0.16158000000000003 0.12178000000000001 -0.15202999999999997 -0.45785999999999999 -0.42529999999999996 -0.066844999999999988 -0.084129999999999996 -0.060129999999999996 0.10443000000000001 0.092710000000000015 0.094385000000000011 0.10234000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 11 -10 -11 -6 -12 15 17 16 -14 -15
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.00088674217629780496 -0.00085394683905475077 -0.00066365136396201582 0.00074610696554678279 -0.00048988084147451186 4.0621691269928577e-05 -0.00058679655690697333 0.0010947986775920839 -0.00054132842279203087 0.00088182738698621029 -0.00098816748484511791 -0.00055671915891216122 0.00096504457469029088 -0.00023971882666733526 0.00070938875219545092 -0.00015777501604049166 -0.00059580817892716461 0.00059247640870199627 0.0011663259500453609
leaf_weight=0.0011011414633567132 0.0012767826094060289 0.0010939171044412879 0.0011263681819486662 0.0015816613010416472 0.0011883708006257265 0.0011417029563095668 0.0011440742491710667 0.0015550852900503296 0.0010355749184327587 0.0011893683411008356 0.0010213674426270431 0.0018970428381198607 0.0016863876633556084 0.0011498756060869366 0.001260728933232258 0.001037904808353321 0.0014933724222594702 0.0010464454512319615
leaf_count=491 112 60 60 242 35 168 110 40 46 167 155 103 848 83 48 106 145 102
internal_value=0 3.21807e-05 6.7046e-05 3.01059e-05 8.82018e-05 0.000139433 0.000189065 0.000122476 0.000196176 7.95456e-05 -4.49947e-06 0.000608996 0.000130037 0.000221432 0.000531463 -3.26871e-05 0.000151121 0.000927098
internal_weight=0 0.022926 0.0218321 0.0207057 0.019429 0.0178473 0.0167056 0.0155615 0.0140064 0.010921 0.00988545 0.00308541 0.00869608 0.00767471 0.00345705 0.00421766 0.00317976 0.00219632
internal_count=3121 2630 2570 2510 2398 2156 1988 1878 1838 1700 1654 138 1487 1332 233 1099 993 185
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=14
num_cat=0
split_feature=2 50 47 42 51 160 151 4 4 3 12 12 2
split_gain=6.12693e-05 0.000124419 0.00011336 0.000102471 8.50262e-05 0.000138523 0.000129652 0.000132171 0.000185481 0.000202387 0.000112907 9.40334e-05 6.17932e-05
threshold=0.14122000000000004 0.083090000000000011 0.13148500000000005 0.09832500000000001 -0.076794999999999988 -0.027994999999999996 -0.085039999999999991 0.24564500000000003 -0.0029599999999999995 0.096675000000000011 0.092355000000000007 0.092755000000000018 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 10 -10 12 -9 -8
right_child=-2 -3 -4 -5 5 6 7 11 9 -11 -12 -13 -14
leaf_value=-0.0012191420422416946 0.0014668954743499469 -0.0021794156822687121 -0.001951071772668594 0.0021475820551274108 0.0024290237863603763 -0.0021406112537480015 0.0025655384034501882 0.0030797728183006683 -0.0032616605439791876 0.00036528452905457251 -0.00087894182195778726 0.00032167855222999138 0.00046484075499790046
leaf_weight=0.0018130505489126836 0.0010759197223608038 0.0010934312323256029 0.0010588091410940201 0.0010309097378348774 0.0010885032905424081 0.0010027151835830988 0.0012287183788393238 0.0010086037159254962 0.0012912764994549306 0.0012132962253406099 0.0011192784517612964 0.0010017900891732268 0.0010609097754450403
leaf_count=440 178 556 32 242 316 144 512 128 228 33 196 34 82
internal_value=0 -0.000108316 5.4396e-05 0.000219525 5.14811e-05 0.000281504 1.9637e-05 0.000293003 -0.000187167 -0.00150465 0.000780807 0.0017054 0.00159217
internal_weight=0 0.0150113 0.0139179 0.0128591 0.0118281 0.0100151 0.00892659 0.00792387 0.00591348 0.00250457 0.00340891 0.00201039 0.00228963
internal_count=3121 2943 2387 2355 2113 1673 1357 1213 1051 261 790 162 594
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=13
num_cat=0
split_feature=124 4 47 131 14 49 13 51 52 3 150 2
split_gain=6.98091e-05 0.000114555 0.000112325 0.000121623 0.000105831 0.000182141 0.000129681 0.000122525 0.000140588 0.000126428 0.000150625 0.000124595
threshold=0.0049200000000000008 -0.49405499999999997 0.11893500000000001 0.085815000000000016 -0.10708499999999999 0.092185000000000017 -0.15078499999999997 0.08955500000000001 -0.088204999999999992 -0.13309499999999996 0.081835000000000019 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 -10 11 -11
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 -12 -13
leaf_value=-0.0020750462852204389 0.0016000547414373209 -0.0013659023926772054 -0.0018009962565125669 -0.0018558697318790669 0.0019413659730614266 0.0031645223733333771 -0.0016615435225094896 -0.001930144861655392 -0.00092756203364755148 0.0017493666893828447 0.0033873038930419697 -0.00093683244372705203
leaf_weight=0.0011198933612723847 0.0010333187848086947 0.0012149323862845349 0.0012208189648788568 0.0010469685971921322 0.0016846788714672302 0.0010323583883079185 0.0011790791738304392 0.0011513024960639051 0.0013263990569476504 0.0016192391492923959 0.0010721079597942815 0.001239459325749856
leaf_count=153 72 110 105 435 135 315 261 204 86 379 150 716
internal_value=0 -0.000113777 4.55299e-05 0.000224917 0.000414032 0.000623889 0.000341019 -1.43071e-05 0.000328392 0.000774692 0.0013491 0.000584699
internal_weight=0 0.0149072 0.0137873 0.0125665 0.0115196 0.0103046 0.00927227 0.00758759 0.00643628 0.00525721 0.00393081 0.0028587
internal_count=3121 3049 2896 2791 2356 2246 1931 1796 1592 1331 1245 1095
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=13
num_cat=0
split_feature=41 457 151 150 2 2 40 2 12 42 4 12
split_gain=5.75986e-05 7.68658e-05 8.73504e-05 0.000156499 9.12841e-05 0.000128287 0.000166334 0.000122896 0.000113307 0.000181162 0.000111192 1.74503e-05
threshold=0.07831500000000001 -0.0029299999999999994 0.056735000000000001 0.095565000000000011 0.086950000000000013 0.096540000000000015 -0.012109999999999998 0.11177500000000001 0.051320000000000005 0.083995000000000014 0.060330000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 11 -10 -9 -3
right_child=-2 2 -4 -5 5 6 7 10 9 -11 -12 -13
leaf_value=-0.0014510371559098431 -0.0013157216138470771 0.0013279327879610204 -0.0012939166454379561 0.0025919374971316604 -0.0018976864041467304 0.0023554507731821613 0.00073100697525666088 2.6107705665934353e-05 -0.0019031394323854812 0.0013483275854957383 -0.0028067491173953654 0.0024601201734079509
leaf_weight=0.0011061607455063469 0.0011613140476541819 0.0010042576686184433 0.0012803239319051371 0.0011018688474304658 0.0014633628207564725 0.0010334439223564987 0.001879326200958157 0.0010122015320879751 0.0011094067184656813 0.0015332229889935892 0.0010712620131983069 0.00104183564446725
leaf_count=248 151 130 101 130 603 135 329 182 422 492 133 65
internal_value=0 0.000102312 0.000229303 0.000388502 0.00017072 -0.00030177 0.000165663 -0.000405406 0.000821665 -1.66761e-05 -0.00143047 0.00190442
internal_weight=0 0.0146367 0.0135305 0.0122502 0.0111483 0.0064596 0.00499623 0.00396279 0.00468872 0.00264263 0.00208346 0.00204609
internal_count=3121 2970 2722 2621 2491 1382 779 644 1109 914 315 195
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=12
num_cat=0
split_feature=4 42 43 39 49 15 1 4 4 0 16
split_gain=6.14761e-05 9.95196e-05 9.22718e-05 0.000142974 0.000109884 8.37996e-05 0.000162784 0.000138477 0.000108905 9.99667e-05 4.70433e-05
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.094675000000000009 0.0093850000000000027 -0.07490999999999999 0.094385000000000011 -0.016959999999999999 -0.27825499999999997 -0.076234999999999983 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 -10 -2
right_child=10 -3 -4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00093721825021454567 0.00010870219035822925 -0.0018098107343675312 0.0019155612133963471 -0.002555201699035242 0.0019394322455732404 -0.0018536221032209028 0.0026181002298077266 -0.0027871337600795221 -0.00065261043336098824 0.0022921265936733204 0.0018500065535896303
leaf_weight=0.0013134957029022915 0.0017279620046804257 0.0016918060235177621 0.0011455638940339056 0.0011264988530719231 0.0013709518953751061 0.0011221858869430185 0.001241628775407011 0.0012624003148231332 0.0011391723560475343 0.0011463248599198599 0.0013855313100147341
leaf_count=187 112 526 167 61 405 167 128 271 717 140 240
internal_value=0 -0.000221484 2.57641e-05 -0.0001969 0.000112148 -0.000234571 0.000790442 -0.000795382 -5.75237e-05 0.000824366 0.000883598
internal_weight=0 0.01256 0.0108682 0.00972266 0.00859616 0.00722521 0.00255512 0.00467008 0.00340768 0.0022855 0.00311349
internal_count=3121 2769 2243 2076 2015 1610 315 1295 1024 857 352
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=21
num_cat=0
split_feature=1213 376 1374 457 484 1 147 11 376 3 15 0 52 2 4 15 0 2 16 43
split_gain=0.00037471 0.000352267 0.000358572 0.000450743 0.000403839 0.000422973 0.000414003 0.000216578 0.000264834 0.000306487 0.000525598 0.000397164 0.000283008 0.000262274 0.000241156 0.000237211 0.00017972 0.000282413 0.000158632 1.68828e-05
threshold=-1.0000000180025095e-35 0.11357500000000002 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.13686500000000004 0.099230000000000013 0.088215000000000002 1.0000000180025095e-35 -0.12018999999999998 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 0.097845000000000015 -0.0039549999999999993 0.083935000000000023 -0.13843999999999998 0.10882500000000002 -0.13088499999999997 0.0068900000000000012
decision_type=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 8 9 10 -6 12 14 -13 -11 16 17 -14 -18 -12
right_child=1 -3 3 -5 5 -7 -8 -9 -10 11 19 13 15 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.0009525328456146797 -0.00089685184694183323 -0.00094320065005522042 -0.00079015483634530556 0.001082477352205218 0.0013651782764776334 0.00094733335324402482 -0.00097806580552830809 -0.00057808003547429681 0.00092127071788568923 5.0139152922885078e-05 0.00015717854605179623 -0.0013074407405864168 0.00074597788348219017 -0.00012002648999754927 0.0011778100955078898 0.00063132688337344501 -4.6516990366507166e-05 -0.000327336336743335 -0.00086777550044308822 -0.00015024971289491021
leaf_weight=0.0011506610352079857 0.0010317181655956622 0.0010082455904183987 0.0014761142151412587 0.0012648654901856729 0.0013159114239682523 0.0015812998210274895 0.0010445012230189113 0.0011957602912764367 0.0011853366321412243 0.001000268109476482 0.001000675220286012 0.0010083033122037068 0.0011318851558392807 0.0010778684315015941 0.0011323869194531334 0.0011782585737789564 0.0011731461513930187 0.0017451248831967803 0.0015021092162403977 0.0010004460873815901
leaf_count=491 54 30 463 101 68 137 22 92 113 190 68 76 54 91 94 480 107 49 319 22
internal_value=0 2.50398e-05 6.73996e-05 0.00011259 5.34666e-05 0.000118078 4.39601e-05 0.000108084 0.000161184 9.80319e-05 0.000543685 -3.69757e-05 0.000117656 -0.000693936 0.000648904 -5.06766e-05 -0.000195406 9.49314e-05 -0.000507639 3.48202e-06
internal_weight=0 0.0240542 0.023046 0.0220143 0.0207494 0.0192733 0.017692 0.0166475 0.0154517 0.0142664 0.00331703 0.0109494 0.00886318 0.00208617 0.00213266 0.00673052 0.00555227 0.00287701 0.00267526 0.00200112
internal_count=3121 2630 2600 2546 2445 1982 1845 1823 1731 1618 158 1460 1293 167 284 1009 529 103 426 90
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=21
num_cat=0
split_feature=1213 1374 457 484 38 40 42 146 1 42 13 49 15 47 0 2 52 1 2 13
split_gain=0.000406447 0.000390499 0.000436443 0.000308836 0.000305843 0.000453825 0.000696122 0.000307308 0.000321143 0.000474257 0.000374945 0.0002659 0.000542957 0.000313905 0.000359152 0.000235917 0.000214818 0.000135118 7.41335e-05 5.93976e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 0.05433000000000001 -0.12995999999999999 0.086030000000000009 0.12811000000000003 0.092395000000000019 0.10935500000000002 -0.006494999999999999 -0.033689999999999991 0.092530000000000015 0.047850000000000011 0.11093500000000002 -0.07167999999999998 0.094465000000000007 0.086590000000000014 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 11 12 -8 14 16 -11 -13 18 -18 -16
right_child=1 2 -4 4 -6 -7 7 -9 -10 15 -12 13 -14 -15 19 -17 17 -19 -20 -21
leaf_value=-0.00082725493577438911 -0.00082631025947908603 -0.00062147328534745572 0.00091215439271531565 -0.001074424390332185 -0.00067514982219051922 0.0010281972192095663 0.00040330471752088949 -0.00061638354825466928 0.00079751710116357955 -0.00090794176430952301 0.00089865156439742928 5.3879411016369414e-05 -0.00096588300698119878 -0.00038484631584657697 0.00010616928787492842 1.7245946979386493e-05 0.00023545695592327941 0.0010452706706087971 0.00076919802862586038 -0.00038066806002046182
leaf_weight=0.0011553376147560293 0.0010159184661828738 0.0013814685789667594 0.0012137111707822825 0.0010324677324578249 0.0010472830850520856 0.001054985488860182 0.0011681474357575494 0.0010474765171419867 0.001561672946860492 0.0012285999250964416 0.0014889745460323631 0.0012115570935432255 0.0011956615447806804 0.0013255398683033048 0.0010453069362483802 0.0010367722550846392 0.0010540560116396643 0.0016925334850719231 0.001069633482033705 0.0010007650611143504
leaf_count=491 55 464 102 95 49 36 127 21 182 275 78 176 125 97 11 85 230 63 255 104
internal_value=0 4.01809e-05 7.86942e-05 3.19546e-05 7.65068e-05 0.000117476 6.45667e-05 0.00013323 0.000182063 0.000115858 0.000226865 0.00013393 -0.000289258 0.000253027 0.000372555 -0.00048452 0.000577865 0.000744218 0.000504285 -0.00013195
internal_weight=0 0.0238725 0.0228566 0.0216429 0.0202614 0.0192142 0.0181592 0.0171267 0.0160792 0.0145175 0.0122522 0.0107632 0.00236381 0.00839939 0.00707385 0.00226537 0.00502778 0.00381622 0.00212369 0.00204607
internal_count=3121 2630 2575 2473 2009 1960 1924 1829 1808 1626 1266 1188 252 936 839 360 724 548 485 115
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=21
num_cat=0
split_feature=1213 43 52 123 484 1 14 48 15 39 457 0 16 12 51 150 2 42 43 3
split_gain=0.000377721 0.000282334 0.00034682 0.000249544 0.000341108 0.000314357 0.000388164 0.000291971 0.000368213 0.000404695 0.000288741 0.000411507 0.00040856 0.000298492 0.000203587 0.000221324 0.000193092 0.000160957 0.00022307 4.57577e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 0.41423000000000004 0.088610000000000008 -0.0068949999999999992 0.13686500000000004 0.054835000000000009 0.12230500000000001 -0.24436499999999997 0.089940000000000006 -0.0029299999999999994 -0.10607499999999999 0.023255000000000001 0.084100000000000022 0.087305000000000008 0.081835000000000019 0.083935000000000023 0.091735000000000025 -0.084154999999999994 -0.042499999999999989
decision_type=2 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 8 -6 10 -10 14 13 19 15 16 -12 18 -14 -13
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 12 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00084445098301364288 -0.00072418766830783664 -0.00067846524116087334 -0.00071654812201881141 0.00081552777302862215 0.00087446486335736957 0.00077063404367864379 -0.00081180897357517601 -0.00060738525391794429 -0.00052460238849932135 -0.00071930324128674679 0.00093766165023496635 0.00021656698082698621 0.0010709972021847882 -0.00094063431958484067 3.6356656830495256e-05 0.0012989582539730577 4.837349897364616e-05 -0.00013519203410729798 0.00020398115920354553 -0.0002313616954153313
leaf_weight=0.0011230028467398697 0.0010985686411936679 0.0011555060204773001 0.0011592114792121902 0.0010757926352229974 0.0015182103223307869 0.0015419418823957578 0.0010354327828574475 0.0011160880311373291 0.0011583325077548787 0.0012049882921170161 0.0011039854568366493 0.0010072895315431651 0.0010951224026107265 0.001212254585048464 0.0010426532655376519 0.0012022652288217195 0.0010539040000798749 0.0010388637136577589 0.001631659947720146 0.0010071826352374804
leaf_count=491 408 169 177 130 91 107 58 46 112 59 18 78 67 605 33 65 67 76 200 64
internal_value=0 3.77681e-05 7.48745e-05 0.000118263 8.08857e-05 0.000127508 7.06079e-05 0.000126345 0.00017995 0.000103312 0.000182273 0.000254128 3.00454e-05 -0.000357999 0.000610007 0.000788011 0.000503337 0.000362555 0.00055219 -7.38547e-06
internal_weight=0 0.0234593 0.0223037 0.0211445 0.0200687 0.0189702 0.0174282 0.0163928 0.0152767 0.0137585 0.0125535 0.0113952 0.00699237 0.00322673 0.00440281 0.00336015 0.00215789 0.00376565 0.00272678 0.00201447
internal_count=3121 2630 2461 2284 2154 1746 1639 1581 1535 1444 1385 1273 1090 747 183 150 85 343 267 142
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=13
num_cat=0
split_feature=43 3 160 15 15 4 42 1 1 0 12 16
split_gain=6.64468e-05 0.000132833 9.4128e-05 9.40179e-05 8.11368e-05 0.000205753 0.000190325 0.000202233 0.00028521 0.000258532 9.86666e-05 7.87181e-05
threshold=0.18116500000000002 0.16158000000000003 -0.10151499999999998 0.084050000000000014 -0.016799999999999995 -0.087894999999999987 -0.0060199999999999993 0.11061500000000002 0.094385000000000011 -0.11437499999999999 0.079890000000000017 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 10 -4 8 -8 -9 -6 -7
right_child=-2 -3 3 -5 5 11 7 9 -10 -11 -12 -13
leaf_value=-0.0018565993457304948 -0.0015373151444430368 0.0021342942250395843 -0.0026869363492202465 -0.0016714384502244533 0.00081027784351146324 0.001089920227330407 -0.00044132143287774726 -0.0034884604342051641 0.0030667137954480932 0.00050406282970914731 -0.0018639289567798753 0.0034806007602779603
leaf_weight=0.0010614722366141796 0.0010318628215245712 0.001160267366064228 0.0010016684407740508 0.0010932860103019275 0.0011580334975240802 0.0010689077304853745 0.0019301608498999501 0.0010437318585880817 0.0017064344571485202 0.0016139064642720011 0.0010089375823651991 0.0010841968868255964
leaf_count=385 208 148 221 832 81 179 441 54 155 173 145 99
internal_value=0 0.000102946 -6.82076e-05 8.11581e-05 0.000246111 0.000925081 -0.000155923 0.000246864 0.00120479 -0.00106392 -0.000434828 0.00229375
internal_weight=0 0.014931 0.0137707 0.0127093 0.011616 0.00432008 0.0072959 0.00629423 0.0036366 0.00265764 0.00216697 0.0021531
internal_count=3121 2913 2765 2380 1548 504 1044 823 596 227 226 278
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=13
num_cat=0
split_feature=1 12 12 131 2 16 457 151 13 48 0 2
split_gain=6.41583e-05 9.07847e-05 0.000102262 0.000106567 7.59515e-05 0.000188334 0.000140302 0.000157104 9.56992e-05 0.000143028 9.39277e-05 7.09716e-05
threshold=0.13686500000000004 0.11650500000000001 0.10345000000000001 0.085815000000000016 0.088930000000000023 -0.084119999999999986 0.087995000000000004 -0.0077149999999999988 0.0076650000000000008 0.078735000000000013 -0.084044999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 9 11 -7 -9
right_child=-2 -3 -4 -5 6 10 -8 8 -10 -11 -12 -13
leaf_value=-0.0023679882122286454 0.001079497482306321 -0.0016297473090390701 0.0016428956610523454 -0.0018116633898877423 -0.001877656696251681 -0.00076993394905002855 0.0022362093205024977 0.0030736937196315403 -0.00081293922645484776 -0.00044008705988575741 0.0015803973947621161 0.00090202627675039842
leaf_weight=0.0013349815200542157 0.0016384686386331461 0.0012258481381469408 0.0011702356440334788 0.0011568853117939213 0.0011615709239759242 0.001174073348389218 0.0011428325264866146 0.0010077434316290851 0.0013352918264306207 0.0013479426066277528 0.0010970740178804315 0.0010000316045415403
leaf_count=426 169 121 200 408 171 360 100 300 181 160 337 188
internal_value=0 -0.000127669 1.47524e-05 -0.000147285 3.43385e-05 -0.000646501 0.000385311 2.3886e-05 0.000494739 0.00101508 0.00036539 0.00199203
internal_weight=0 0.0141545 0.0129287 0.0117584 0.0106015 0.00360613 0.00699541 0.00585258 0.00469101 0.00335572 0.00227115 0.00200778
internal_count=3121 2952 2831 2631 2223 1123 1100 1000 829 648 697 488
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=13
num_cat=0
split_feature=484 4 16 160 52 2 48 133 52 13 12 4
split_gain=6.20993e-05 8.75491e-05 9.84255e-05 8.86219e-05 0.000145271 0.000175262 0.000446971 0.000249442 0.000220849 0.000164999 0.000146226 0.000341346
threshold=-0.0068949999999999992 0.27287000000000006 -0.51370499999999997 -0.091944999999999985 0.10744000000000002 0.10097500000000002 0.084855000000000014 -0.0061299999999999992 -0.088204999999999992 -0.084034999999999985 0.081420000000000006 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 -5 -9 -10 11 -11
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12 -13
leaf_value=-0.0015402133439501465 -0.0019971676229472374 0.00015279663161998526 0.0026660986936805397 -0.0026476659944609251 0.0022985819028671414 -0.0040835153656607155 0.0015474868359623009 -0.0012379147903982663 0.0039275401066481922 0.0045070449239440237 -0.0011916681601083648 -0.00064164791842434197
leaf_weight=0.0010762322240434044 0.0010343159671860691 0.0017269269867871417 0.0011374284707863233 0.0010632193508577801 0.0011186753343659381 0.0014773021214707985 0.0010695248326204054 0.001633785860508186 0.0010402446177856257 0.0010912979460817596 0.0010188799406083415 0.001178881049586516
leaf_count=503 349 112 222 550 133 268 127 255 134 56 357 55
internal_value=0 0.000111067 0.00115082 -0.000142915 3.64632e-05 -0.000227878 -0.00171881 0.00031254 0.000840345 0.00162463 0.000896285 0.00183338
internal_weight=0 0.0145905 0.00286436 0.0117261 0.0106918 0.00957314 0.00254683 0.00702631 0.00596309 0.0043293 0.00328906 0.00227018
internal_count=3121 2618 334 2284 1935 1802 395 1407 857 602 468 111
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=19
num_cat=0
split_feature=1213 124 2 14 48 457 39 52 12 52 4 52 159 51 2 2 3 3
split_gain=0.000361664 0.000264054 0.000229266 0.000231754 0.000197194 0.000322256 0.000320413 0.000296833 0.000301444 0.000286294 0.000241377 0.000213917 0.000161721 0.000313505 0.000153638 0.000130699 0.000179635 8.16826e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.14753000000000002 0.076175000000000007 -0.064549999999999982 -0.0029299999999999994 0.093225000000000016 -0.081429999999999989 0.095330000000000012 -0.24456499999999998 0.23246000000000003 -0.069804999999999992 -0.032739999999999991 0.080335000000000018 0.092120000000000021 0.096540000000000015 -0.03694999999999999 -0.083924999999999986
decision_type=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 9 11 -7 -10 -9 -13 15 -11 17 -17 -14
right_child=1 -3 -4 -5 5 6 -8 8 10 14 -12 12 13 -15 -16 16 -18 -19
leaf_value=-0.00085690559419756228 0.00050410577208177495 0.00071908699504305497 0.00070012550433597664 -0.0006725802712248439 -0.00086175586580348757 -0.00019028845676167803 -0.0006971111868234438 -0.00055631062536167072 -0.0010552742955794803 0.00038245412370056266 -0.00010667155981576565 -0.00037534918547155356 0.00022369770048395973 0.00098127530234882413 0.0011615848976548819 -9.3840673255437887e-05 0.00069259158710540834 -0.00029821088514336505
leaf_weight=0.0010841367456664022 0.0016628448635280782 0.0012408024656788133 0.0010216148426460256 0.0012331347716638677 0.0010366719336309107 0.0010423690767967092 0.0013496928013268994 0.001043058094673195 0.0010595078743496364 0.0011824054198325074 0.001473218677005228 0.0010651252891533142 0.001088851132909182 0.0011503317601772034 0.0011441347574007166 0.0011730976115398306 0.0015476996040166835 0.0018759699335826469
leaf_count=491 139 39 127 83 220 265 120 46 284 154 46 242 259 99 74 62 68 303
internal_value=0 3.95029e-05 -3.66574e-07 -3.59205e-05 5.62957e-06 -4.24718e-05 9.97063e-06 7.42545e-05 -4.18677e-05 0.000469848 -0.000503498 8.88529e-05 0.000174024 0.000259623 0.000765611 0.000113616 0.000353514 -0.000106536
internal_weight=0 0.0223905 0.0211497 0.0201281 0.018895 0.0172321 0.0161955 0.0148458 0.0114769 0.00336891 0.00253273 0.00894413 0.00790108 0.00683595 0.00232654 0.00568562 0.0027208 0.00296482
internal_count=3121 2630 2591 2464 2381 2242 2022 1902 1409 493 330 1079 1033 791 228 692 130 562
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=20
num_cat=0
split_feature=1213 14 133 0 457 44 0 15 16 48 42 1 4 52 43 15 43 3 0
split_gain=0.000313435 0.000260378 0.000264121 0.00028747 0.000315625 0.000350639 0.00051257 0.000301434 0.000297441 0.000286997 0.000210687 0.000194763 0.000169657 0.000222602 0.000132736 0.00015902 0.000120723 6.7713e-05 3.17366e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.10622000000000002 -0.019414999999999998 -0.0029299999999999994 1.0000000180025095e-35 -0.10607499999999999 -0.095869999999999983 -0.096824999999999981 0.089025000000000007 -1.0000000180025095e-35 0.089770000000000016 -0.49405499999999997 0.092650000000000024 -0.070064999999999975 -0.10091499999999999 0.084740000000000024 -0.079864999999999978 -0.15599999999999997
decision_type=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 8 18 11 -8 -9 -5 16 17 -16 -14 -12 -6
right_child=1 -3 -4 12 5 -7 10 9 -10 -11 14 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0007857948384918205 -0.00065572528080887595 -0.00063266586233496681 -0.00065613265293366322 6.4192974843908321e-07 0.00057800557013635277 -0.00075972450779985949 -0.00075319640268316787 0.00055400366535422762 -0.00056594051980069589 0.00014597906252086023 -4.4082140457319125e-05 0.0013787909647991318 0.0010229988228719266 -1.3488610987648234e-05 0.00010216342184814353 -0.000694482484197141 0.00038110026774057374 0.00049708424337556424 0.00020705123752779142
leaf_weight=0.0010952160219498399 0.0014763841459855551 0.0012462212957506926 0.0010642726685211592 0.0016913108800311605 0.0010105197087877382 0.0010447736350833745 0.0012109105260801768 0.0012462786488547355 0.0011068563903142703 0.001465562833663725 0.0010364984853233877 0.001283187555854548 0.0017559292666795177 0.0010613608921048456 0.0010886105751778952 0.0011252719956867264 0.0010245212778556834 0.0010062756574921485 0.001026812846926406
leaf_count=491 232 87 366 138 53 55 430 37 40 45 296 91 124 36 72 178 17 262 71
internal_value=0 2.79058e-05 6.57979e-05 0.000102985 -3.02374e-06 6.75644e-05 0.000136125 0.00039835 5.41551e-05 0.00066924 -0.000206272 0.000972415 0.000392821 0.000565474 -5.0686e-05 -0.000302756 0.000786476 0.000222498 0.000391045
internal_weight=0 0.0229716 0.0217253 0.0206611 0.0151279 0.0136516 0.0126068 0.00713922 0.00314419 0.00399503 0.00546757 0.00252947 0.00553312 0.00384181 0.00425666 0.00221388 0.00278045 0.00204277 0.00203733
internal_count=3121 2630 2543 2177 1862 1630 1575 337 164 173 1238 128 315 177 808 250 141 558 124
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=19
num_cat=0
split_feature=1213 1374 457 133 133 132 484 123 1 10 2 52 13 16 42 151 16 52
split_gain=0.000350625 0.000360611 0.000400884 0.000266416 0.000285296 0.000334319 0.000229966 0.000270588 0.000399048 0.000495842 0.000312345 0.000185342 0.000181801 0.000262904 0.000178338 0.000250469 0.00014902 0.000121468
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.10622000000000002 0.091410000000000005 0.081240000000000021 -0.0068949999999999992 0.084785000000000013 0.13686500000000004 0.0036750000000000007 0.086950000000000013 0.11434500000000002 -0.063184999999999977 -0.0064149999999999997 1.0000000180025095e-35 -0.0077149999999999988 -0.069894999999999985 -0.070154999999999981
decision_type=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 -3 8 9 10 12 14 -8 -14 15 -12 -17 -18
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 16 17 -19
leaf_value=-0.00090904404009954989 -0.00090394370184818454 -0.00072364558646420454 0.00099776610524220425 -0.00079350568844455431 0.00087435334945253789 0.00081691894593136592 -5.2993916408629414e-05 -0.00068771114261269957 0.00078125945828719028 -0.0010865251546721716 -0.00089919141430440928 -0.00074850532914065625 0.00022394899319072776 0.0011586824808642539 0.00051712643982717134 0.00042123621377726538 -0.00066284441626283225 0.00013938433758775004
leaf_weight=0.0011075672937196765 0.0010498026792626894 0.0012270605207425891 0.0012116327518733585 0.0010133604103662727 0.0011173746134229062 0.0013220155711358142 0.00173082078014547 0.0013611292641149539 0.0018892952845330777 0.0010868743397278733 0.0010242018261786834 0.0011790134057066415 0.002006002749082969 0.0013585434776198779 0.0012384394040637972 0.0014695525191518958 0.0010234158346915396 0.0010089627195742461
leaf_count=491 55 340 102 367 153 173 252 129 80 33 68 121 200 62 151 139 164 41
internal_value=0 3.57596e-05 8.00616e-05 2.72539e-05 6.87516e-05 2.11879e-05 -3.85718e-05 1.27602e-05 7.62584e-05 -2.52175e-05 7.05971e-05 -0.000155788 0.000379097 0.000601378 -3.45606e-05 -0.000185513 2.32149e-05 -0.000264583
internal_weight=0 0.0233175 0.0222677 0.0210561 0.0200427 0.0189253 0.0176033 0.0163763 0.0150151 0.0131258 0.012039 0.00694359 0.00509537 0.00336455 0.00576457 0.00452613 0.00350193 0.00203238
internal_count=3121 2630 2575 2473 2106 1953 1780 1440 1311 1231 1198 684 514 262 563 412 344 205
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=11
num_cat=0
split_feature=1 4 2 151 150 0 15 3 3 151
split_gain=6.74822e-05 0.00017483 0.000113043 8.41032e-05 0.000146658 0.00016866 0.000137282 0.00014533 0.000128827 9.17976e-05
threshold=0.077565000000000009 -0.083854999999999985 0.096540000000000015 0.056735000000000001 0.081835000000000019 -0.019414999999999998 -0.0088349999999999974 0.095270000000000007 -0.075944999999999985 -0.073794999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2 -6
right_child=3 -3 -4 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.0012652535026130847 -0.0016163961018142142 -0.0022499214893463449 0.0013319838353120284 -0.001136535983331588 0.0030223161088171048 0.002230859701957777 0.0012238175291191533 -0.0021702498114391199 0.0010872968520820336 0.0004802907722173952
leaf_weight=0.0010781260000126717 0.0011339968904501294 0.001675492079853607 0.0016682664827532001 0.0014845010972139869 0.0012212107064619726 0.0011727770579612181 0.0016338429201150362 0.0019890066007011709 0.0017539783370039384 0.0010179152569238514
leaf_count=302 178 1283 51 99 166 216 419 131 208 68
internal_value=0 -0.00065848 0.00031241 0.000251234 0.000458853 4.8583e-05 -0.000344505 -0.00086991 2.56605e-05 0.0018667
internal_weight=0 0.00442188 0.00274639 0.0114072 0.00992273 0.0076836 0.00651082 0.00487698 0.00288798 0.00223913
internal_count=3121 1636 353 1485 1386 1152 936 517 386 234
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=13
num_cat=0
split_feature=1 15 47 52 2 12 4 52 16 3 48 16
split_gain=6.65021e-05 0.000158633 0.000170953 0.000146198 0.000117904 0.000131721 0.00011549 0.00010276 0.000227459 0.000161035 0.000113788 9.60889e-05
threshold=0.11230000000000001 -0.016799999999999995 0.13148500000000005 0.11434500000000002 0.088930000000000023 0.084100000000000022 -0.0016099999999999997 0.096795000000000006 0.071345000000000006 -0.094874999999999987 0.085325000000000012 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 -1 8 9 -6 -11 -2
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 10 -12 -13
leaf_value=0.0012803776262103384 -0.00066884212979968956 0.0025222974929769472 -0.002066298203446977 -0.0021616878923412901 0.0028622415733923117 -0.002490815226854261 -0.0013858377671973937 0.0022572931916943761 -0.002335141923292366 -0.00096030145935616573 0.0014372121550803728 0.0016801803656340932
leaf_weight=0.0011788346036534225 0.0010145193517334811 0.0011577377488645171 0.0010592066565067171 0.0012921988945365998 0.0010258952736148241 0.0012042470183812378 0.0011674192638091458 0.0010069699225825346 0.0010475811036846604 0.0016273752378647907 0.0012743700697058838 0.0016532431987616412
leaf_count=254 109 71 52 401 102 921 78 79 331 341 129 253
internal_value=0 0.000579506 -2.39989e-05 -0.000265082 -7.98849e-06 -0.000875386 -4.6244e-05 0.000506822 0.000152532 0.000816044 9.26233e-05 0.000786874
internal_weight=0 0.00488471 0.00372697 0.0108249 0.00953269 0.0035505 0.00234625 0.00598219 0.00497522 0.00392764 0.00290175 0.00266776
internal_count=3121 485 414 2636 2235 1253 332 982 903 572 470 362
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=12
num_cat=0
split_feature=1 12 43 16 52 43 16 15 15 47 0
split_gain=6.63207e-05 8.55851e-05 9.08696e-05 0.00012981 0.000112713 0.000195539 0.000111075 0.000102842 0.000253137 0.000135049 0.000272974
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 -0.090859999999999982 -0.087324999999999986 -0.0094449999999999968 0.040760000000000005 -0.03241999999999999 0.092710000000000015 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 10 -7
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.0013671030709345631 0.001057821369498778 -0.0015494952551880416 0.0018028484656101716 -0.0018969451807553355 -0.002455321499468725 -0.00071049623970948753 0.0013536280139046144 0.0014187538215931631 -0.0026540075208352867 -0.001461955975085227 0.002693237374998977
leaf_weight=0.0013529937447872035 0.0016289169903297143 0.0011901762072446332 0.00101461808477707 0.0011808993921786732 0.0010067379085481791 0.0016438097673088237 0.001803437697846853 0.0010096557916134327 0.0012914807661087765 0.0011336544947599947 0.0013003979937314392
leaf_count=139 169 121 224 375 287 74 331 764 112 140 385
internal_value=0 -0.00012595 7.06266e-06 -0.000154569 4.70787e-05 -0.000146784 0.000137251 -0.000206637 -0.000512277 0.00016602 0.000792865
internal_weight=0 0.0139279 0.0127377 0.0113847 0.0102038 0.00918917 0.00818244 0.006379 0.00536934 0.00407786 0.00294421
internal_count=3121 2952 2831 2692 2317 2093 1806 1475 711 599 459
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=11
num_cat=0
split_feature=132 133 160 474 13 13 4 1 151 13
split_gain=6.97487e-05 0.000104913 0.000164574 0.00016561 0.000138318 0.000117037 0.000112355 0.000202379 0.000147819 0.000165103
threshold=0.081240000000000021 -0.038089999999999992 -1.0000000180025095e-35 0.083975000000000008 -0.084034999999999985 -0.47860499999999995 0.0061450000000000003 0.086560000000000012 -0.0083949999999999979 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -6 -8 -10
right_child=-2 2 4 -5 6 -7 8 -9 9 -11
leaf_value=-0.0022785401370969513 0.001628234728528868 -0.0028113427495259436 -3.4523704766637236e-05 0.00077934902265976375 0.00040489497317720466 0.0029128620913786889 -0.0015277740913657643 -0.0032652853027561684 0.0026944861046339533 -0.00047643205191682386
leaf_weight=0.0010527692179516405 0.0011988695515054567 0.0017452336854987338 0.0010909615328816291 0.0010022102862704968 0.0018226846883406004 0.0017212124432943723 0.0011517629402479912 0.00125897489538776 0.0019848250907972161 0.0013794610871173951
leaf_count=547 321 572 39 206 451 293 70 400 190 32
internal_value=0 -0.000140031 3.10797e-05 -0.00150153 0.000435577 0.00176945 -5.81341e-05 -0.00109451 0.00064907 0.00139431
internal_weight=0 0.0142101 0.0131573 0.00274744 0.0104099 0.00281217 0.00759771 0.00308166 0.00451605 0.00336429
internal_count=3121 2800 2253 778 1475 332 1143 851 292 222
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=12
num_cat=0
split_feature=1 3 3 12 52 1 16 47 14 15 15
split_gain=6.70538e-05 9.09007e-05 0.00020726 0.000111386 6.58908e-05 0.000115426 0.000179672 0.000221693 0.000206545 0.000185806 5.07741e-05
threshold=0.094385000000000011 -0.10023499999999998 0.0051600000000000005 0.09141500000000001 -0.28430999999999995 0.13686500000000004 -0.5315899999999999 0.093140000000000014 -0.10708499999999999 -0.074054999999999996 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6 8 -8 -10 -4
right_child=4 2 10 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.00060052057392518949 -0.0011080101980903026 -0.0029546104322354079 -0.0010350079272404399 0.0020730203483164669 -0.001681047023483659 0.0024777409143679026 -0.00077495524840039045 -0.0017509505353292716 0.0043199468787094714 0.001040430914381549 0.00065458252126032995
leaf_weight=0.0015102592093467768 0.0010338210692741878 0.0014354172384037061 0.0011855492155774527 0.0010204755293090062 0.0014444227152563549 0.0010682410071507463 0.001102169369505801 0.0010291089432754585 0.0011684673928627869 0.0015990764898455856 0.0016800954351081643
leaf_count=145 141 1760 73 114 92 159 72 118 185 176 86
internal_value=0 -0.000462523 -0.00101565 0.000477539 0.000370453 0.000576683 0.000256533 0.000827831 0.00151363 0.00242505 -4.44199e-05
internal_weight=0 0.0068318 0.00430106 0.00253073 0.00844531 0.00741149 0.00634324 0.00489882 0.00386971 0.00276754 0.00286564
internal_count=3121 2178 1919 259 943 802 643 551 433 361 159
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=18
num_cat=0
split_feature=1213 132 124 42 1 14 47 0 147 0 52 1374 52 160 1 2 0
split_gain=0.00033256 0.000198553 0.000224483 0.000306543 0.000221405 0.000319487 0.000266138 0.00037408 0.000296793 0.000240003 0.000194148 0.000272147 0.000180084 0.000165752 9.50926e-05 9.20395e-05 0.000169448
threshold=-1.0000000180025095e-35 0.081240000000000021 0.10281000000000001 -0.088934999999999986 0.13686500000000004 0.023790000000000002 0.086380000000000012 0.11070500000000001 1.0000000180025095e-35 -0.067624999999999977 0.10160000000000001 -0.08070999999999999 0.096795000000000006 -1.0000000180025095e-35 0.11039500000000001 0.098035000000000011 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 10 14 11 -5 -9 -13 -8 16 -15
right_child=1 -3 -4 4 -6 -7 9 12 -10 -11 -12 13 -14 15 -16 -17 -18
leaf_value=-0.00079456487413826589 -0.00070697459007750701 0.00049060912782557546 0.00057682800522642708 -0.00045072782885462247 0.00057161603763288633 -0.0008099304556822834 -0.0003267982580023686 -0.0007940952357564379 0.00082737331505710807 0.00025788566996382526 -0.00034530950684631359 -7.5470447233651718e-05 -1.1948813793799739e-05 0.00068316903153654764 -0.00086289023852755605 0.00072090160810805287 -2.435196446401083e-05
leaf_weight=0.0010173978499733579 0.00129887314793553 0.0016560515587997751 0.0011893382037692626 0.0010006719799955386 0.0012271030198274099 0.0010053421278897181 0.0016279457654062024 0.001146450496947172 0.0013837610990874447 0.001015405086974396 0.0014161799755405546 0.0014278999370377085 0.0011626007273779493 0.0012543082264500028 0.0010787531908444947 0.0017673994556851591 0.0014098070380821224
leaf_count=491 207 270 33 52 114 64 175 104 117 69 324 301 20 41 60 209 470
internal_value=0 2.42845e-05 -1.35493e-05 -5.00772e-05 -2.47379e-06 -4.46662e-05 4.36462e-06 0.000106064 0.000227097 -0.000322666 0.000126733 0.000224181 -0.000400287 0.000339442 -0.000540457 0.000473133 0.00030876
internal_weight=0 0.0220679 0.0204118 0.0192225 0.0179236 0.0166965 0.0156912 0.0119691 0.00966003 0.0037221 0.00827627 0.00686009 0.00230905 0.00585941 0.0027067 0.00443151 0.00266412
internal_count=3121 2630 2360 2327 2120 2006 1942 1638 1514 304 1397 1073 124 1021 235 720 511
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=12
num_cat=0
split_feature=4 12 12 12 0 16 151 3 51 151 1
split_gain=7.00115e-05 0.000113593 0.000107371 0.00012325 0.000151356 0.000150618 0.00011874 0.000110752 0.000133206 6.37006e-05 0.000113367
threshold=0.24564500000000003 0.098810000000000023 0.092255000000000018 0.051320000000000005 -0.019414999999999998 -0.0060749999999999997 -0.0064299999999999991 0.076840000000000006 0.087305000000000008 -0.00099499999999999979 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -8 -9 -2 -11
right_child=9 -3 -4 5 -6 -7 7 8 -10 10 -12
leaf_value=0.0011310345046700681 -0.00055198418073869153 -0.0019827408941498208 0.0019092048462470855 0.00015305596121495082 0.001966937758216698 -0.0033179227519092671 0.00063670125652244471 -0.0035876871091979107 -0.00029377218541146589 -0.00039680745860332334 0.0023073630521422976
leaf_weight=0.0015302544791316319 0.0011870904915873837 0.0014845557359262811 0.0011307327699192323 0.0010779058832843724 0.0016009463251706046 0.0011238745740665629 0.0010667627291390813 0.0011039172751243775 0.0010583223466005265 0.0011046807857164618 0.0017844165420218515
leaf_count=152 98 404 447 994 125 321 111 69 72 91 237
internal_value=0 -0.000273869 -1.21351e-05 -0.000265876 0.000202435 -0.00161867 -0.000391119 -0.00111248 -0.00197546 0.000741795 0.00127339
internal_weight=0 0.0111773 0.00969272 0.00856198 0.0063602 0.00220178 0.00475926 0.003229 0.00216224 0.00407619 0.0028891
internal_count=3121 2695 2291 1844 529 1315 404 252 141 426 328
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=10
num_cat=0
split_feature=1 4 151 457 0 13 3 4 2
split_gain=5.86802e-05 0.000144274 9.02215e-05 0.000121238 0.000184919 0.000136498 0.000141398 0.000160248 7.65155e-05
threshold=0.077565000000000009 -0.083854999999999985 0.056735000000000001 0.045365000000000009 -0.019414999999999998 -0.092094999999999982 0.088060000000000013 0.053180000000000012 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 7 -7 -1
right_child=2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.001119786930724566 0.0014091773159900817 -0.0022393050494231006 -0.0013011797011664532 0.0022672501440212625 0.0025836545417235899 -0.0015944495050568242 -0.0022188722773980769 0.0013564320386125002 0.0011913304647005272
leaf_weight=0.0010365896506029657 0.0016579694508382387 0.0015967405203157203 0.0014248357292001588 0.0014326425026288123 0.0011920369584628564 0.0014487317207303868 0.0018986303076040656 0.0018367762597886438 0.0016091713611330327
leaf_count=302 214 1283 99 164 220 510 101 177 51
internal_value=0 -0.000664536 0.000255159 0.000489401 0.000172377 -0.000247718 -0.000777619 5.52525e-05 0.000285852
internal_weight=0 0.0042425 0.0108916 0.00946679 0.00803414 0.00684211 0.00518414 0.00328551 0.00264576
internal_count=3121 1636 1485 1386 1222 1002 788 687 353
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=16
num_cat=0
split_feature=1213 124 4 484 160 52 42 151 43 4 16 0 151 52 2
split_gain=0.000333797 0.000202529 0.000202506 0.000192302 0.000328273 0.00025816 0.000225161 0.000247833 0.00025375 0.000276292 0.000287305 0.000189093 0.000147159 0.000120182 0.000176579
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.49405499999999997 0.08660000000000001 -1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.090369999999999992 -0.074359999999999996 0.24564500000000003 -0.5315899999999999 -0.061629999999999997 -0.0038099999999999996 -0.054584999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 11 12 -11 -9 -10 -14 -15
right_child=1 -3 3 -5 6 -7 7 8 9 10 -12 -13 13 14 -16
leaf_value=-0.0009043044024386206 -0.00054868122456057562 0.00073096443047483424 1.2337066010128284e-05 0.0005528033253336148 -0.00050105178237116901 -0.0010713591035154024 -0.0005938673064251423 0.00030192809641645704 0.00040124450602503712 0.00011751431460520883 0.001158420761357615 0.0012209848954023638 -0.00068065651136190732 0.00025438703508826374 -0.00044408990314930268
leaf_weight=0.0010160097698587852 0.0015806563302045397 0.0010424274827966476 0.0010617037314945739 0.0017856609220000255 0.0014919493889196259 0.0012250001854272876 0.0010337302691005865 0.0013436421333013135 0.001263222267985145 0.0018005468952502213 0.0011084476707983321 0.0010181192671954243 0.0011073194625328252 0.0019700054323462694 0.0017849639800977535
leaf_count=491 152 39 205 269 485 417 87 283 45 52 98 85 115 239 59
internal_value=0 4.0117e-05 3.32721e-06 5.18167e-05 -3.37553e-06 -0.000568205 8.93987e-05 0.000160269 0.000228675 0.000105955 0.000514143 0.000698119 -8.78921e-05 -0.00021497 -7.76413e-05
internal_weight=0 0.0206174 0.019575 0.0179943 0.0162087 0.0022867 0.0139219 0.01243 0.0113963 0.00903451 0.00290899 0.00236176 0.00612551 0.00486229 0.00375497
internal_count=3121 2630 2591 2439 2170 622 1548 1063 976 608 150 368 458 413 298
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=11
num_cat=0
split_feature=484 42 47 4 4 2 151 13 2 12
split_gain=5.89575e-05 8.64123e-05 0.000138616 0.000140596 0.000159612 0.00011627 7.57041e-05 0.000117431 0.000145293 0.000123596
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.27834500000000006 0.055260000000000011 0.099515000000000006 -0.073794999999999986 -0.0013449999999999996 0.093175000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 9 -9 -8
right_child=1 -3 -4 5 -6 -7 7 8 -10 -11
leaf_value=-0.0013697365618865862 0.0014356026803949674 -0.0015320737445182948 0.0018470884440782819 -8.3789126942194258e-05 -0.0021526868788175656 0.0025744671982201482 0.0021768052305440877 0.00013225817140281266 -0.0023146748325546364 -0.00039375803738921349
leaf_weight=0.0010589361650520544 0.0011378795903533318 0.0010807195387685592 0.0016793331869593775 0.0011453558673772549 0.0014777368695229123 0.0012341652701604346 0.0011567781081165442 0.0019371778211727617 0.0015994534941906474 0.001622467992722882
leaf_count=503 251 311 112 83 200 157 183 260 234 827
internal_value=0 0.000100429 0.000236243 -2.91737e-06 -0.000348693 0.00129495 8.95611e-06 -0.000248071 -0.000974376 0.000676162
internal_weight=0 0.0140711 0.0129903 0.011311 0.00893149 0.00237952 0.00745376 0.00631588 0.00353663 0.00277925
internal_count=3121 2618 2307 2195 1955 240 1755 1504 494 1010
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=18
num_cat=0
split_feature=1213 2 14 132 457 0 14 40 15 0 13 48 0 43 16 13 12
split_gain=0.000359013 0.000209334 0.000264403 0.000188276 0.000165859 0.000269402 0.0005665 0.000263819 0.000308931 0.000308961 0.00022464 0.000203407 0.000193247 0.000192956 0.000170781 0.00015826 0.000205412
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.081240000000000021 -0.0029299999999999994 -0.10607499999999999 -1.0000000180025095e-35 -0.073884999999999992 -0.03241999999999999 -0.074824999999999989 -0.14819499999999997 0.086425000000000016 -0.15202999999999997 -0.016814999999999997 -0.084119999999999986 -0.084034999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 9 -9 -8 12 -12 -11 -10 -16 -17
right_child=1 -3 -4 -5 5 7 10 8 14 13 11 -13 -14 -15 15 16 -18
leaf_value=-0.00081302940575149864 -0.00047048514409580336 0.00064603726467686768 -0.00065201949812882648 0.00054603960017414151 -0.00070072701740981963 0.00048879512469259879 0.00098818099305321536 -0.00042877416866829454 -0.00086765589985471608 7.1071694264398518e-05 0.00093705552513619224 -5.4978486156977984e-05 0.00016948270151159747 0.00090438195766056814 0.00011215662425835196 -0.00011986014560994574 -0.00089835325829952159
leaf_weight=0.0010232908015513067 0.0013307182582411167 0.0010489091092730348 0.0011356646315381349 0.0013576588291665517 0.0010143953145167472 0.0012916516657122531 0.0011502164117200842 0.0012079549553672062 0.0011904987360848952 0.0011887402985447937 0.0012763407720844944 0.0018877483793708905 0.0012965060535675638 0.001005990226797422 0.0014236937183892363 0.0014986928150704437 0.0011941955087382203
leaf_count=491 222 138 83 214 46 120 62 385 200 147 63 63 90 95 121 86 495
internal_value=0 3.59151e-05 4.62212e-06 4.32307e-05 5.21599e-06 4.32889e-05 0.000262295 -0.000101787 -0.00018937 0.000139991 0.000436403 0.00029412 0.000550261 0.000453033 -0.000400542 -0.000265455 -0.000465093
internal_weight=0 0.0214996 0.0204507 0.019315 0.0179573 0.0166266 0.00662521 0.0100014 0.00870977 0.00340269 0.00561081 0.0044606 0.00257285 0.00219473 0.00530708 0.00411658 0.00269289
internal_count=3121 2630 2492 2409 2195 1973 324 1649 1529 627 278 216 153 242 902 702 581
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=12
num_cat=0
split_feature=41 52 52 2 376 0 48 49 1 4 16
split_gain=6.31566e-05 6.40261e-05 0.000159048 0.000102433 8.74137e-05 0.000107218 0.000180292 0.000209573 9.5939e-05 0.000154149 2.27303e-05
threshold=0.07831500000000001 -0.081429999999999989 -0.24164999999999998 0.091265000000000013 0.048375000000000008 0.12500000000000003 -0.032929999999999994 -0.0020949999999999996 0.111945 -0.0016099999999999997 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 10 9 -9 -8
right_child=-2 4 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00086496610031226598 -0.0013736296261269664 0.002182492251595774 0.00055325552339985091 0.0031749345688461741 0.0015261244204557761 -0.0020006423192686835 -0.00266430477304454 0.00099861701051988036 0.0013537399713281636 -0.0015626255896641298 -0.0013963667155014875
leaf_weight=0.0012700795390239265 0.0011225001815509126 0.0011165340583403375 0.0011174562170092927 0.0010377426230349651 0.0010452609272522855 0.0011788546023389643 0.001040582308007687 0.0015957207413319421 0.0017938512382912122 0.0018114543642651368 0.0010019841685827806
leaf_count=364 151 100 238 142 92 50 79 1138 219 351 197
internal_value=0 0.000107621 0.000821664 0.00181561 -0.000123458 -0.000304216 -6.5004e-05 -0.000411435 0.00022905 -0.00036309 -0.00204232
internal_weight=0 0.0140095 0.00342528 0.0021552 0.0105842 0.00953898 0.00836013 0.00724359 0.00520103 0.00340718 0.00204257
internal_count=3121 2970 744 380 2226 2134 2084 1984 1708 1489 276
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=12
num_cat=0
split_feature=2 50 151 4 15 42 43 42 133 16 16
split_gain=5.58759e-05 9.92196e-05 6.23877e-05 0.000146172 0.000139645 9.01794e-05 0.000107849 0.000132196 8.49615e-05 7.96507e-05 0.000138102
threshold=0.14122000000000004 0.083090000000000011 -0.083274999999999988 0.36766000000000004 -0.10203999999999998 -0.088934999999999986 -0.17390999999999998 0.085505000000000012 0.061605000000000007 0.064860000000000015 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 9 10 -8
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0011566073958813549 0.0015400873575807882 -0.0021210038316422193 -0.0022423598186402304 0.0020091602185414339 -0.001527009206483485 0.002548881273835543 -0.00048030295182387286 -0.002010092616269007 0.0022390339399381096 -0.0014757845269299848 0.0025679931635836572
leaf_weight=0.0017072046807892769 0.001003705591862099 0.0010425524837871314 0.0012174026514767998 0.001782738759569154 0.0011711258030818019 0.0010088251028426186 0.0017243749527635676 0.0010611081132346246 0.00114396845357502 0.0010264766448728271 0.0011241653314514781
leaf_count=291 178 556 196 191 236 59 275 687 150 185 117
internal_value=0 -0.000112676 4.87893e-05 0.000231545 -0.000102831 0.000212503 0.000499879 0.000159903 0.000618681 0.000140327 0.000722695
internal_weight=0 0.0140099 0.0129674 0.0112602 0.00947745 0.00826004 0.00708892 0.00608009 0.00501899 0.00387502 0.00284854
internal_count=3121 2943 2387 2096 1905 1709 1473 1414 727 577 392
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=10
num_cat=0
split_feature=4 15 49 4 2 1 52 0 1
split_gain=5.56528e-05 0.000167799 0.000195252 0.000166361 0.000124483 0.000118873 8.90199e-05 9.49429e-05 0.000117478
threshold=0.0061450000000000003 -0.016799999999999995 -0.047584999999999995 0.24564500000000003 0.10855000000000002 0.111945 -0.088204999999999992 0.089620000000000019 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -5 -1 8 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.0022146190485082553 0.0020703860069853594 0.0018485514969303182 -0.0019073097830970805 -0.0010859851431995881 0.00093225630928939934 0.0011652177693070277 0.0015700891669391706 -0.0016716825595060574 -0.00078262477374879647
leaf_weight=0.0011261682002305521 0.001070933548090458 0.001791745044681492 0.0019096616410432497 0.0012972841406204694 0.0017705249567672166 0.0017889645671440649 0.001140156275130623 0.001322888936272637 0.0016873708009697008
leaf_count=434 96 122 315 107 269 247 945 56 530
internal_value=0 0.00032611 -0.000123519 -0.000593809 -0.000366864 0.00021894 -0.000802776 -0.000419688 0.00016607
internal_weight=0 0.00785859 0.00606684 0.00499591 0.00704711 0.00308625 0.00527658 0.00415042 0.00282753
internal_count=3121 887 765 669 2234 354 1965 1531 1475
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=18
num_cat=0
split_feature=1213 133 133 14 132 45 42 16 159 457 43 151 160 4 43 16 15
split_gain=0.000334142 0.000285739 0.000268158 0.00023642 0.000249438 0.00020026 0.000175402 0.000457879 0.000192534 0.000173237 0.000245793 0.000174614 0.000274646 0.000324653 0.000249657 0.000217327 1.13619e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.091410000000000005 0.076175000000000007 0.081240000000000021 0.081955000000000014 -1.0000000180025095e-35 0.25792000000000009 0.10477000000000002 -0.0029299999999999994 0.084740000000000024 -0.055494999999999996 -1.0000000180025095e-35 0.076415000000000025 -0.078654999999999989 -0.072359999999999994 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -8 11 -11 -13 14 -14 -16 -15
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 10 -12 12 13 16 15 -17 -18
leaf_value=-0.00083590371714068325 -0.00099156305963849682 -0.00073369493392504972 0.00075016589387147197 -0.00060146627706308042 0.00074285034527112688 -0.00061305400164596627 -0.00031958568411354489 0.00030271541720890892 -0.00049030830338482297 0.00072810937836470502 -0.00030425261349973926 -0.00032831901473142646 0.00073346205276666554 0.00074381163773534168 0.00039825329694330523 -0.00039170319556982024 0.00096520394831002402
leaf_weight=0.0010222979026272968 0.001132979559634476 0.0010225862743505057 0.0012088908233887285 0.0012309108588626208 0.0011451519089090969 0.0010169346128670034 0.0013663155247885814 0.0012918335725177338 0.0010196355181578695 0.0019301373106244161 0.0015789653002314949 0.0015639403609176176 0.0011411680412675186 0.0010259599624041771 0.0012811942393087224 0.0019239544990250716 0.0010216240562548329
leaf_count=491 389 373 166 79 164 53 183 66 149 219 73 275 107 70 73 161 30
internal_value=0 3.32768e-05 7.08395e-05 2.90906e-05 7.11821e-05 2.67081e-05 6.66766e-05 -0.000302029 0.000131215 0.000180596 0.000240194 0.000327135 0.00022988 0.000366415 0.000136581 -7.59339e-05 0.000854273
internal_weight=0 0.0219022 0.0208796 0.0196707 0.0184398 0.0172946 0.0162777 0.00242481 0.0138529 0.0128333 0.0114669 0.00988798 0.00795784 0.0063939 0.00434632 0.00320515 0.00204758
internal_count=3121 2630 2257 2091 2012 1848 1795 455 1340 1191 1008 935 716 441 341 234 100
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=18
num_cat=0
split_feature=1213 133 133 14 44 457 0 15 16 0 15 3 13 48 1 12 43
split_gain=0.00036324 0.000240227 0.000244754 0.000187932 0.000207267 0.000187838 0.000222515 0.000289687 0.000298424 0.00023302 0.000263947 0.000262956 0.000255145 0.000193817 0.00017049 0.000165314 1.20784e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.091410000000000005 0.076175000000000007 1.0000000180025095e-35 -0.0029299999999999994 -0.10607499999999999 -0.095869999999999983 -0.096824999999999981 -0.060129999999999996 -0.03241999999999999 -0.012939999999999998 0.11596500000000001 0.092805000000000012 0.089770000000000016 0.09141500000000001 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 11 -11 16 15 14 -9 -12 -8
right_child=1 -3 -4 -5 -6 6 9 13 -10 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00096038672492377718 -0.00045651443017087748 -0.00074217231115691776 0.00082967820367630394 -0.00060472638411974652 -0.00065936894117908694 0.00040355199327380363 -0.00086322540906937941 0.00050149402108149322 -0.0006966760299546989 0.00071354159287975131 -0.00067350183267913643 0.00031140812190544814 0.00044911539057129751 0.00010245253859346123 0.0013609535367502922 0.00015230464752568208 -0.00060350448442696386
leaf_weight=0.0010784866521702926 0.0014807517711050147 0.0010628193752417739 0.0011336182406953615 0.0012250985933754946 0.0010264268649784461 0.0019825061043251546 0.0010005519854865402 0.0012026225949761582 0.0010593862604291182 0.0018604674480866557 0.0017171672637264065 0.0010175173926005587 0.0018696029322313734 0.0010192396869230791 0.0013976276078069283 0.0011228357295323121 0.0010053779114265913
leaf_count=491 220 373 166 79 58 121 359 36 39 162 137 113 31 34 96 88 518
internal_value=0 3.41624e-05 7.32283e-05 3.03246e-05 7.17912e-05 0.000114106 0.000166087 0.000401063 2.03805e-05 2.92879e-06 0.000179859 -0.000381548 -3.09654e-05 0.000720996 0.000963451 -0.000347007 -0.000733053
internal_weight=0 0.0221836 0.0211208 0.0199872 0.0187621 0.0177357 0.0162549 0.00666138 0.00304189 0.00959352 0.00657007 0.00302345 0.00470961 0.00361949 0.00260025 0.00284 0.00200593
internal_count=3121 2630 2257 2091 2012 1954 1734 326 160 1408 418 990 256 166 132 225 877
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=18
num_cat=0
split_feature=13 13 14 1 4 47 1374 457 4 3 1 4 1 15 0 16 3
split_gain=0.000359831 0.000364398 0.000219736 0.00021999 0.000572915 0.000239626 0.000258116 0.000322854 0.00039899 0.000256078 0.000236247 0.000220485 0.000193935 0.000153559 0.00021287 0.00013295 0.000119812
threshold=-0.53104499999999988 -0.47860499999999995 0.076175000000000007 1.0000000180025095e-35 -0.083854999999999985 0.092530000000000015 -0.08070999999999999 0.069910000000000014 0.0082450000000000006 -0.074084999999999998 0.14000500000000002 -0.46376499999999993 0.10089500000000001 -0.10203999999999998 -0.098289999999999975 -0.23935499999999996 -0.016324999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 6 -5 8 12 -7 -11 -3 16 14 -10 -15 -8
right_child=1 2 -4 5 -6 9 7 -9 13 10 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.00080290811247532221 0.00083150417508137989 -0.00033466288791874195 -0.0005745174887584033 -0.00044063848155276704 -0.00082710617832391139 0.00030704239361223313 -0.00012725921097110035 0.00081943328505259757 -0.00021531059571046167 -0.00073231295633918888 6.2140711064800598e-05 0.00042819888567675109 0.00022344209888037949 0.00038684943818591017 0.00063153651057785867 0.0010639074357405526 -0.00079118161501823584
leaf_weight=0.0010319899529185319 0.0010112305688680925 0.0011500903047951816 0.0012329433157698402 0.0010161249698796846 0.0018701729730326465 0.0014420815665885933 0.0010432944431527664 0.0017536279534219323 0.0011853194771308528 0.0016906280813717709 0.0012106723254024648 0.0018834965887084103 0.0013071950508656283 0.0012030910317806232 0.001059511374040846 0.0010017938602260301 0.001006538766421981
leaf_count=36 49 32 98 29 1268 106 373 126 55 122 20 293 198 53 150 26 87
internal_value=0 2.64893e-05 -1.21711e-05 2.28044e-05 -0.000229459 0.000105717 0.000217211 0.000287131 0.00016756 -0.000165782 -0.000400798 0.000138984 -0.000189763 0.000437138 0.000184383 0.000694472 -0.000453268
internal_weight=0 0.0220678 0.0210566 0.0198236 0.00490376 0.0149199 0.0105765 0.00956037 0.00780674 0.00434338 0.0029013 0.00303359 0.00335703 0.00444972 0.00224483 0.00220488 0.00204983
internal_count=3121 3085 3036 2938 1593 1345 1097 1068 942 248 142 325 658 284 205 79 460
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=13
num_cat=0
split_feature=41 52 52 2 376 0 48 49 1 4 4 0
split_gain=5.76405e-05 7.1812e-05 0.000124975 9.20499e-05 8.09328e-05 8.71859e-05 0.000142471 0.000178702 8.59255e-05 0.000144106 6.07873e-05 2.94053e-05
threshold=0.07831500000000001 -0.081429999999999989 -0.24164999999999998 0.091265000000000013 0.048375000000000008 0.12500000000000003 -0.032929999999999994 -0.0020949999999999996 0.094825000000000007 0.053925000000000008 0.033845000000000007 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 10 -9 -10 -8 -11
right_child=-2 4 3 -5 -6 -7 7 8 9 11 -12 -13
leaf_value=-0.00070278097971838375 -0.0014758517984913375 0.0021409150041998867 0.00062191316928242259 0.0034293051212005298 0.001621742402052492 -0.0020781766160463452 -0.001010827875810803 -0.00090399944522348043 0.0027414746340108319 -0.0010377797338083229 -0.0033393745832074294 0.00059256480652779286
leaf_weight=0.0012847169938999987 0.0011273340879911506 0.001112507590431913 0.001116644158519726 0.0010262654413816796 0.0010508292066987836 0.0011806751420004877 0.0010497190471190875 0.0019764984361194749 0.0012038967048828564 0.0010029646569471029 0.0010045892043774596 0.0010234285980453908
leaf_count=364 151 100 238 142 92 50 203 1349 130 49 73 180
internal_value=0 0.000114502 0.000965962 0.00196641 -0.000160695 -0.000356737 -0.000114014 -0.000459503 0.000207285 0.00088724 -0.00214952 -0.000214375
internal_weight=0 0.0140327 0.00342763 0.00214291 0.0106051 0.00955428 0.0083736 0.0072611 0.00520679 0.00323029 0.00205431 0.00202639
internal_count=3121 2970 744 380 2226 2134 2084 1984 1708 359 276 229
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=12
num_cat=0
split_feature=484 15 11 160 15 3 52 2 43 48 43
split_gain=6.26711e-05 6.77829e-05 9.83348e-05 9.68844e-05 0.000106722 0.000237699 0.00014689 0.000143928 0.000123138 9.44887e-05 5.25054e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.078340000000000007 0.092070000000000013 -0.016799999999999995 0.097915000000000016 -0.046924999999999988 0.10097500000000002 -1.0000000180025095e-35 0.081275000000000014 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 -6 8 -8 10 -3
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.0018438755920016838 0.0016179519558935007 0.00080271593476996484 -0.0023013088676770346 -0.0019514256996603259 0.0034036893801098955 -0.0031214366428231029 -0.00022682337950824291 -0.0013526589334601994 0.0034361508552221403 0.0022258911985658593 -0.001646092570011584
leaf_weight=0.0010408361700955668 0.0016398125789486339 0.0010982727481430449 0.0010828385948822303 0.0011853742715186239 0.0013298634272366251 0.0014072015876012145 0.001058585348412789 0.0016232469374712066 0.0011643430772992798 0.0013993193023160849 0.001020552268784284
leaf_count=503 232 250 160 154 159 107 660 122 304 300 170
internal_value=0 0.000133013 -6.38426e-05 0.000150817 0.000397511 -0.00042151 0.00117686 0.00040691 0.0016918 0.000658418 -0.000376776
internal_weight=0 0.0140094 0.0123696 0.0112868 0.0101014 0.00492535 0.00517604 0.00384618 0.00222293 0.00351814 0.00211883
internal_count=3121 2618 2386 2226 2072 827 1245 1086 964 720 420
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=18
num_cat=0
split_feature=1213 124 42 123 484 1 12 48 15 43 0 47 52 15 0 13 457
split_gain=0.000372066 0.000224905 0.000228709 0.000236326 0.000358481 0.000249719 0.000326602 0.000340943 0.000221059 0.000264535 0.000395762 0.000219108 0.000182606 0.000335365 0.000146996 0.000112259 8.46278e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.098769999999999983 0.08592000000000001 -0.0068949999999999992 0.13686500000000004 0.12477500000000001 0.11951500000000001 -0.24436499999999997 -0.083879999999999996 -0.10151999999999999 0.097480000000000011 -0.0064899999999999992 -0.10203999999999998 -0.074479999999999977 -0.084154999999999994 0.045365000000000009
decision_type=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 8 -6 14 12 15 16 -14 -10 -12 -11
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0008103164227678452 -0.0005802731864299796 0.0006237358370149562 -0.00067864423028766562 0.0006486946955668706 0.0006681369961129643 0.00068823214378741567 -0.00070600881741551033 -0.00070822099262215349 2.3144147063087593e-05 -0.00035130504163180293 -0.00025657572127690619 0.00021800798548310331 -0.00019452978201162116 0.00076953726036767928 0.00066431386606225688 -0.0007416296244471594 0.00017742779264311384
leaf_weight=0.0010351643274689034 0.0012088665535839446 0.0011469651165822983 0.0013669702706709591 0.0011154174700067554 0.0012510999424032937 0.0010883496914294568 0.0011210953764682055 0.0010106264006909957 0.0010659914010385796 0.0011069645972496822 0.0018206142990970751 0.0010448020322505469 0.0010395907212447097 0.0019665385644035381 0.001832368712550104 0.0017770332495401289 0.0011774078329471749
leaf_count=491 164 39 445 149 85 107 39 48 290 61 171 59 57 89 87 700 40
internal_value=0 3.17654e-05 -5.7617e-07 3.48436e-05 -1.83125e-06 5.16399e-05 8.90956e-06 6.2013e-05 0.000117289 6.35792e-05 -4.29011e-05 -0.000335437 0.000213801 0.00043614 0.000428497 -0.000496165 -7.87864e-05
internal_weight=0 0.0221407 0.0209937 0.0197849 0.0186695 0.0173025 0.0162141 0.015093 0.0140824 0.0128313 0.00993295 0.00464245 0.0052905 0.00300613 0.00289836 0.00359765 0.00228437
internal_count=3121 2630 2591 2427 2278 1833 1726 1687 1639 1554 1177 930 247 146 377 871 101
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=11
num_cat=0
split_feature=4 15 49 4 2 3 1 52 0 1
split_gain=6.07893e-05 0.000128729 0.000177711 0.000135809 0.000116553 0.00010418 0.000116788 9.36563e-05 7.60143e-05 0.000110684
threshold=0.0061450000000000003 -0.016799999999999995 -0.047584999999999995 0.24564500000000003 0.10855000000000002 -0.13309499999999996 0.11323000000000001 -0.088204999999999992 0.089620000000000019 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -5 -7 -1 9 -9
right_child=1 -3 3 5 -6 6 -8 8 -10 -11
leaf_value=-0.0025218483693995107 0.0022825194517958427 0.0018782988004293782 -0.0019025726656729256 -0.0013488371891101723 0.00097241728311812687 -0.00042383470898879654 0.0026235784880035301 0.0016343108400012039 -0.001726537292225404 -0.00091647059554692727
leaf_weight=0.0011427265030314543 0.0010835960642009423 0.0018039490323938923 0.0019118041508162584 0.0010780007209691966 0.0018009422052391866 0.0010220620382677126 0.0010232036870952803 0.0011659586191173285 0.0013231993794400321 0.0017002586800874964
leaf_count=434 96 122 315 59 269 98 197 945 56 530
internal_value=0 0.000381384 -5.99469e-05 -0.000564068 -0.000430076 0.000255253 0.00110072 -0.000903771 -0.000462416 0.000121171
internal_weight=0 0.00792262 0.00611867 0.00503507 0.00713309 0.00312327 0.00204527 0.00533214 0.00418942 0.00286622
internal_count=3121 887 765 669 2234 354 295 1965 1531 1475
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=18
num_cat=0
split_feature=124 1213 14 38 124 484 3 0 1 11 13 2 47 49 52 0 15
split_gain=0.000292259 0.000259682 0.000215895 0.000205634 0.000396541 0.000407287 0.000247672 0.000643656 0.000334162 0.000281962 0.000291974 0.000268317 0.000232033 0.000239387 0.000338333 0.000314748 0.000126499
threshold=0.10281000000000001 -1.0000000180025095e-35 0.076175000000000007 0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 0.12765500000000005 0.080455000000000013 0.10443000000000001 0.097845000000000015 0.092530000000000015 -0.069799999999999987 -0.07167999999999998 -0.10151999999999999 -0.092489999999999989
decision_type=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 9 8 12 10 -7 -9 13 -8 -15 16 -16
right_child=-2 2 -4 -5 5 6 7 11 -10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00081607321119265966 0.00077306938316486207 0.00084755279214957402 -0.00065727023562316556 -0.00066149754737341616 -0.00084800946958817763 0.0013224244664344284 -0.00030221764793610605 -0.0013307170581460038 0.00093848207056990661 -0.00010548866658958689 0.00019444022916695501 -0.00027343650284015911 -0.00052961238139137177 -0.00029261784672572974 0.00061330246251984786 -6.8219113645324656e-05 0.001360599416166165
leaf_weight=0.0010317031350350883 0.0011463976255849375 0.0015071698066971484 0.0011902799031735514 0.0010008862972126211 0.0012906751098796859 0.0011732199333067623 0.0019812796289930849 0.0011220756706070813 0.0011625342767167543 0.0015044142594469179 0.0011111910394028257 0.0012754534958739072 0.0014827717478531344 0.0014330357980790508 0.001219488909875277 0.0011043293158947967 0.0010469349911499367
leaf_count=491 39 221 87 55 448 45 131 84 78 128 42 121 130 184 57 726 54
internal_value=0 -4.39921e-05 -5.33494e-06 3.46325e-05 7.24692e-05 3.37621e-06 7.37406e-05 -3.86602e-05 0.000146829 0.000424632 0.000773746 -0.000768258 3.55153e-05 0.000159015 0.000349246 0.000622128 0.000958503
internal_weight=0 0.0216374 0.0206057 0.0194155 0.0184146 0.0169074 0.0156167 0.0118279 0.00943037 0.00378883 0.00228441 0.00239753 0.00826784 0.00678507 0.00480379 0.00337075 0.00226642
internal_count=3121 3082 2591 2504 2449 2228 1780 1565 1360 215 87 205 1282 1152 1021 837 111
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=19
num_cat=0
split_feature=1213 133 133 132 42 47 160 43 16 474 3 4 1 1 3 2 159 16
split_gain=0.000323235 0.000261411 0.000344565 0.00029637 0.000253425 0.000425668 0.000216984 0.000336303 0.000350073 0.000273172 0.000241181 0.000226934 0.000183523 0.000343601 0.000289233 0.000361766 0.000157929 0.000110913
threshold=-1.0000000180025095e-35 0.10622000000000002 0.092845000000000011 0.081240000000000021 -1.0000000180025095e-35 0.11518500000000002 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.084660000000000027 -0.077774999999999983 -0.0024449999999999997 0.094465000000000007 0.10708500000000001 -0.13309499999999996 0.11411 -0.029685 -0.072804999999999981
decision_type=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 -2 9 10 11 16 -8 17 -13 -14 -15 -16 -6 -9
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11 -12 12 13 14 15 -17 -18 -19
leaf_value=-0.00079707295004720368 -0.00097931891807920344 -0.00070103618277871647 0.00085913601859649905 0.0007048378215927599 -0.00021842422379674873 0.00024363025753579035 0.00019359644295826708 0.00077018999861871778 -0.00077845962359897119 0.0003089574519610484 0.0010595802957377616 -0.00048441095648538282 0.00073968602110197827 -0.0007694612589839321 0.00069319344580726539 -0.00042536272535659769 -0.00096173521186179495 0.00013109262089358749
leaf_weight=0.0010694019870003393 0.0014366925052128115 0.001009244220863347 0.0010809100231758536 0.0012376382244937414 0.0013402516030445732 0.0010424137764657448 0.0015563855966535534 0.0012915946566280923 0.0010931676895091008 0.0011380707562035353 0.001215907513015215 0.0015383864308908882 0.0012820324546289896 0.0010790236079216663 0.0012309997266655194 0.001223882204689844 0.0011084846979756277 0.001040849772558524
leaf_count=491 455 373 126 182 174 16 202 84 142 162 142 74 46 25 41 73 261 52
internal_value=0 2.31797e-05 5.80902e-05 1.44828e-05 -3.14084e-05 -0.000465094 3.52097e-05 0.000125511 -1.45353e-06 -0.000280806 0.000573411 9.63271e-05 -4.63385e-05 9.35979e-05 -0.00014079 0.000135537 -0.000554903 0.000484994
internal_weight=0 0.0219459 0.0209367 0.0198558 0.0186181 0.00247911 0.016139 0.0125522 0.00977994 0.00358681 0.00277229 0.00868677 0.00635432 0.00481594 0.00353391 0.00245488 0.00244874 0.00233244
internal_count=3121 2630 2257 2131 1949 471 1478 881 537 597 344 395 259 185 139 114 435 136
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=12
num_cat=0
split_feature=484 15 3 52 0 4 43 3 1 0 16
split_gain=5.66564e-05 7.62453e-05 0.000185417 0.00011039 0.000123449 0.000234029 0.000114885 0.000105459 0.000131144 0.000226308 0.000199374
threshold=-0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.089199999999999988 -0.11013499999999998 -0.083854999999999985 0.055925000000000009 -0.077774999999999983 0.094385000000000011 -0.15202999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -4 -9 -10 -11
right_child=1 3 7 4 5 -7 -8 8 9 10 -12
leaf_value=-0.0014077850993616248 0.0027961146633496232 0.0012271850391507683 -0.0016540439760757571 0.00082868363129865732 -0.0013341594901982614 -0.0036357836158140786 0.0011941200354036842 -0.0012011568792396859 -0.00084463194528370384 0.0043523851153407581 0.0005674352279873867
leaf_weight=0.0010459300823111679 0.0011985314469429298 0.0013651292213237029 0.0010922016297028152 0.0014300822663060328 0.0018208931968580208 0.0011951443079817707 0.0011434179218348106 0.0013064130927173965 0.0014043680546911297 0.0010400839187174916 0.0011399957769626379
leaf_count=503 93 239 345 110 316 802 34 252 92 192 143
internal_value=0 0.000100034 0.00055183 -0.000366505 -0.00075573 -0.00130048 -0.000358931 0.000102253 0.000494461 0.00111246 0.00237318
internal_weight=0 0.0141363 0.00718159 0.00695467 0.00558954 0.00415946 0.00296431 0.00598306 0.00489086 0.00358445 0.00218008
internal_count=3121 2618 1117 1501 1262 1152 350 1024 679 427 335
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=18
num_cat=0
split_feature=14 43 52 43 1 0 457 151 2 14 1 15 52 151 15 2 52
split_gain=0.000294907 0.000181488 0.000274159 0.000210952 0.000333422 0.000501143 0.000281655 0.000237507 0.000254427 0.000350611 0.000262897 0.000227795 0.000322883 0.00017577 0.000312195 0.000139764 7.79521e-05
threshold=0.076175000000000007 0.24789500000000006 0.41423000000000004 0.12266000000000001 0.077565000000000009 -0.084044999999999995 -0.0029299999999999994 0.055020000000000006 1.0000000180025095e-35 -0.10708499999999999 0.12958500000000003 0.035560000000000008 0.096795000000000006 -0.044604999999999992 -0.089024999999999979 -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
left_child=1 2 3 4 5 -1 -6 8 10 -10 15 12 -7 -11 -15 -8 -16
right_child=-2 -3 -4 -5 6 11 7 -9 9 13 -12 -13 -14 14 16 -17 -18
leaf_value=-0.0011299403858446042 -0.00068707381683737819 -0.00055864207156433327 -0.00067167146312692829 0.00077700360493540848 -0.00048353073696194506 -0.0007745628139087979 8.6971325547475633e-05 -0.00041169625429760448 -0.00021823563443841248 0.00030622039230627753 0.00061018554618708976 0.00056116579521800112 0.000282573841394277 0.0014548340047209735 0.00023781781605193775 -0.00055355719550675487 0.00079242435598678466
leaf_weight=0.0011146630242052985 0.0012943080592682224 0.0010497870179654858 0.001029669884903577 0.0010084464586060373 0.0012083222776373423 0.0012596397964074642 0.001809343814372923 0.0010341330669882973 0.0011697565050174941 0.0018367362070423887 0.0013318699710056989 0.0011345803760091921 0.001292889914057016 0.0012925412330994021 0.0010312047216740616 0.0012876174736334827 0.0012238292958901553
leaf_count=678 101 180 175 68 95 255 115 64 88 143 71 389 31 89 157 368 54
internal_value=0 4.36779e-05 7.51905e-05 0.00011559 7.85898e-05 -0.000256811 0.000200365 0.000269131 0.000333237 0.000519163 5.80918e-05 7.14772e-06 -0.000239109 0.000679364 0.000872558 -0.00017934 0.000538808
internal_weight=0 0.021115 0.0200652 0.0190356 0.0180271 0.00480177 0.0132254 0.012017 0.0109829 0.00655407 0.00442883 0.00368711 0.00255253 0.00538431 0.00354758 0.00309696 0.00225503
internal_count=3121 3020 2840 2665 2597 1353 1244 1149 1085 531 554 675 286 443 300 483 211
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=13
num_cat=0
split_feature=11 43 52 15 0 12 12 2 0 1 2 42
split_gain=5.98363e-05 8.6675e-05 0.000145037 0.000118236 0.000189122 9.39308e-05 9.12023e-05 9.09507e-05 0.000143973 0.000101297 7.65238e-05 3.42612e-05
threshold=0.087830000000000005 -0.074359999999999996 -0.087769999999999987 -0.053579999999999996 -0.0058249999999999994 0.098810000000000023 0.085885000000000017 0.11215000000000001 -0.23001499999999997 0.095025000000000012 0.12198500000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 11 6 7 8 -4 -10 -9 -5
right_child=-2 2 5 4 -6 -7 -8 10 9 -11 -12 -13
leaf_value=0.0021722088633229688 -0.0014322892059379379 -0.0022205744534411296 0.0021993799646314155 -0.0017879267025511225 0.0021391913611959017 -0.001514073256115691 0.001950233589382613 -0.0022149267203645014 -0.0015892022734738964 0.00095877358012520786 9.4828071771414028e-05 -0.00021044133015296214
leaf_weight=0.0015402653869749268 0.0010254905658153577 0.0012094403485505495 0.0013550360463110422 0.0010258786310645973 0.0011143504316141204 0.0012219816479961954 0.0010969730657509058 0.0010011643439087337 0.0011675292725833522 0.0011768373563980916 0.0011666075076573815 0.0010428937934042759
leaf_count=593 121 284 71 256 68 210 668 60 297 77 137 279
internal_value=0 0.000100977 -0.000239499 0.000778239 0.000103717 5.31906e-05 0.000328194 2.49253e-05 0.00060905 -0.000310156 -0.00097191 -0.000992697
internal_weight=0 0.014119 0.00939557 0.00472339 0.00318312 0.00818613 0.00696415 0.00586717 0.0036994 0.00234437 0.00216777 0.00206877
internal_count=3121 3000 1804 1196 603 1520 1310 642 445 374 197 535
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=16
num_cat=0
split_feature=133 3 48 50 0 132 160 42 47 51 16 4 1 4 4
split_gain=0.000339692 0.000277714 0.000262524 0.000304017 0.00021564 0.000244027 0.000169972 0.000182774 0.000170145 0.000300645 0.000289853 0.000386388 0.000269121 0.000134802 5.50646e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 -0.23091999999999999 0.079970000000000013 0.086075000000000013 -0.088934999999999986 0.092530000000000015 -0.076794999999999988 -0.5315899999999999 0.053180000000000012 0.090740000000000015 -0.083854999999999985 -0.42529999999999996
decision_type=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 -9 -11 12 13 14 -12
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.00064780073963563846 -0.0009070515692564294 0.00065497961619364719 -0.00072940026521070458 -0.00070697898688082991 -0.00044559477346422014 0.00069789171869161638 -0.00056021616341360198 -0.00045015358124148995 -0.00033335495195598985 -0.00041055097592588799 0.00045894743345074949 0.0011925791889739001 -0.00045942935389536578 -4.1270774428231562e-07 0.00096744503696730914
leaf_weight=0.0017166413852933672 0.001063124235639124 0.001826576317029426 0.0012896140228626498 0.0013700319759904203 0.0018399669848934716 0.0013592343880824151 0.0014593526570924201 0.0015258637915531127 0.0018771967464076356 0.0011311596279526262 0.0011999146204524358 0.0015770865812083992 0.0010934101939028551 0.0010822825981775556 0.0010976717314077336
leaf_count=65 435 149 65 439 175 181 250 285 153 32 25 185 157 390 135
internal_value=0 4.30825e-05 -1.38853e-05 3.64555e-05 9.65111e-05 3.44263e-05 -3.05269e-05 3.16888e-05 0.000114657 0.000211243 0.00035177 0.000494291 0.000248105 0.000476997 0.000701882
internal_weight=0 0.021446 0.0196194 0.0183298 0.0169598 0.0152431 0.0138839 0.0124246 0.0105846 0.00870739 0.00718153 0.00605037 0.00447328 0.00337987 0.00229759
internal_count=3121 2686 2537 2472 2033 1968 1787 1537 1362 1209 924 892 707 550 160
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=18
num_cat=0
split_feature=1213 14 133 133 132 42 47 47 1 4 13 1 157 160 48 15 15
split_gain=0.000330421 0.000297198 0.000302312 0.000236026 0.000305942 0.00021645 0.000401495 0.000183838 0.000316142 0.000272375 0.000260979 0.000250062 0.000241295 0.000295346 0.000263653 0.000327495 0.000225535
threshold=-1.0000000180025095e-35 0.076175000000000007 0.10622000000000002 0.092845000000000011 0.081240000000000021 -1.0000000180025095e-35 0.11518500000000002 0.086380000000000012 0.13146500000000003 -0.27825499999999997 -0.117405 0.11039500000000001 -0.077384999999999995 -1.0000000180025095e-35 0.086035000000000014 -0.040804999999999994 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 11 -7 -11 -9 -12 -14 15 -15 -17
right_child=1 -3 -4 -5 -6 7 -8 8 -10 10 12 -13 13 14 -16 16 -18
leaf_value=-0.00084519555611421748 -0.00091595060828647123 -0.00067217320425247504 -0.00073036472664950581 0.00083396110070027747 0.00081519971966670401 -0.00033393075877534504 0.00030294974663652296 -8.6962812133382054e-05 0.00053332139062224138 0.0009069942074938712 0.00087104291758222758 -0.0010054593152815489 -0.00053576496468374498 0.0011591524993764845 -0.00021450812087770466 -0.00024720997790916524 0.00066503563753829648
leaf_weight=0.0010162134438963374 0.0014062194567960795 0.0012733194858687282 0.0010015869658108944 0.0010181511628683379 0.0012311250834735601 0.0018253836137165315 0.0011116995920461559 0.0017768371925506185 0.0010476740804357121 0.0014104858940227017 0.0010637400247024437 0.0011042069491580264 0.0013652936254848922 0.0011463466919784367 0.0018476465669732267 0.0013273171507681234 0.0011728329411419547
leaf_count=491 446 87 366 125 165 165 16 151 37 132 190 74 256 127 105 100 88
internal_value=0 3.87347e-05 8.21365e-05 0.000123123 8.47017e-05 3.36197e-05 -0.000377788 0.000102277 -0.000179704 0.000201553 0.000306278 -0.000438992 0.000199338 9.51723e-05 0.00025196 0.000488315 0.000180729
internal_weight=0 0.0221299 0.0208565 0.019855 0.0188368 0.0176057 0.00251792 0.0150878 0.00392872 0.011159 0.00933366 0.00288104 0.00792318 0.00685944 0.00549414 0.0036465 0.00250015
internal_count=3121 2630 2543 2177 2052 1887 462 1425 262 1163 998 225 866 676 420 315 188
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=18
num_cat=0
split_feature=1213 14 124 484 40 48 0 47 42 15 3 16 42 1 52 15 47
split_gain=0.000324499 0.000272664 0.000206381 0.000262481 0.00019907 0.000272377 0.000294729 0.000421169 0.000387915 0.000361137 0.000318745 0.00033771 0.00031712 0.000279971 0.000209328 0.00013734 0.000108847
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 -0.063404999999999989 0.12737000000000001 -0.10607499999999999 0.11635500000000001 0.091735000000000025 -0.08730499999999998 -0.12018999999999998 -0.004174999999999999 0.083995000000000014 0.094220000000000012 -0.07167999999999998 0.013270000000000002 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 9 8 10 14 11 -8 13 -12 -6 -11 -16
right_child=1 -3 3 4 5 -7 7 -9 -10 15 12 -13 -14 -15 16 -17 -18
leaf_value=-0.00088808328074869232 0.0006060377304285806 -0.00070838709990469183 -0.00066745373015307562 -0.00051883014103225062 -0.00031921297878316084 -0.00063543447337483612 -8.5132244223031308e-05 0.00095882499803011455 -0.00098692371462964865 0.0013414855001717754 -0.00092570704164201374 0.0010798450348128623 0.00046573985905817465 0.00014782574576883585 0.00082940184297776323 0.00053180342057074356 9.290351431892877e-05
leaf_weight=0.001072537755146665 0.0018376021366466591 0.0012483635321962607 0.0013485263499338337 0.0013605010618901589 0.001478254122433853 0.0011479503773494373 0.0014166934660098107 0.0010987528892112417 0.0011940562479900996 0.0012914341555385562 0.001886808874203217 0.0012705762739457747 0.0011481515693785652 0.0010008088618309596 0.0011435975772405849 0.0010010658069123934 0.0010237116157334469
leaf_count=491 247 87 450 100 44 53 54 31 300 73 533 102 305 102 81 36 32
internal_value=0 3.62161e-05 8.12332e-05 2.9966e-05 8.38241e-05 0.000134744 0.000193868 6.93684e-06 -0.000125168 0.000477688 2.7885e-05 0.000465684 -0.000263629 -0.000553635 0.000156829 0.000987922 0.000481523
internal_weight=0 0.0218969 0.0206485 0.0188109 0.0174624 0.0161019 0.0149539 0.00901585 0.0079171 0.00593806 0.00672304 0.00268727 0.00403577 0.00288762 0.00364556 0.0022925 0.00216731
internal_count=3121 2630 2543 2296 1846 1746 1693 1427 1396 266 1096 156 940 635 157 109 113
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=18
num_cat=0
split_feature=1213 133 133 132 42 47 160 43 474 16 3 4 1 1 16 3 16
split_gain=0.000391042 0.00033217 0.000279397 0.000193068 0.000210808 0.000489989 0.000289345 0.000372648 0.00034012 0.000309291 0.000257786 0.000225936 0.000213455 0.000279515 0.000167639 0.000137692 0.000108011
threshold=-1.0000000180025095e-35 0.10622000000000002 0.092845000000000011 0.081240000000000021 -1.0000000180025095e-35 0.10843500000000002 -1.0000000180025095e-35 -0.074359999999999996 0.084660000000000027 0.22339500000000004 -0.075944999999999985 -0.0024449999999999997 0.094465000000000007 0.10708500000000001 -0.5315899999999999 0.11296500000000002 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 10 15 11 -8 16 -13 -14 -15 -6 -9
right_child=1 -3 -4 -5 6 -7 7 9 -10 -11 -12 12 13 14 -16 -17 -18
leaf_value=-0.00098094284598417123 -0.0010676357175748443 -0.00084533591057909 0.00089790507951900179 0.00066253745675497308 -0.00097851102427890012 0.0004072577324670607 0.00030846821260189188 0.00086697486598836062 0.00037879763877946498 -0.00079986361105735071 0.0013024053780849216 -0.00054516646628473395 0.00078944333422961515 -0.00046987283986640876 0.00023673659465556183 -0.0002240274966833051 0.0001786320200754007
leaf_weight=0.0010256721624746076 0.0013886704767925298 0.0010555074097913291 0.0010263507086592854 0.0012009511586279767 0.0014797197277376514 0.0010042826447212161 0.0017548896796732993 0.0012875345620892986 0.0011978133467939189 0.0010387387811411344 0.0010973065842424167 0.0015663505486145438 0.0012585798542836812 0.0016367595284965085 0.0018512495017610105 0.0010845505352090612 0.0010884066459371754
leaf_count=491 449 373 126 182 400 22 212 84 162 142 132 74 46 43 96 35 52
internal_value=0 3.51252e-05 7.9459e-05 3.73231e-05 -2.75469e-06 -0.000448647 6.25376e-05 0.000179585 -0.00032885 2.96764e-05 0.000690859 0.000128846 -3.02798e-05 0.00013963 -9.48422e-05 -0.000659404 0.000551648
internal_weight=0 0.0220177 0.0209622 0.0199358 0.0187349 0.00239295 0.0163419 0.0125798 0.00376208 0.00972762 0.0028522 0.00868888 0.00631294 0.00474659 0.00348801 0.00256427 0.00237594
internal_count=3121 2630 2257 2131 1949 471 1478 881 597 537 344 395 259 185 139 435 136
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=12
num_cat=0
split_feature=14 11 3 42 1 2 2 0 13 3 47
split_gain=6.50302e-05 7.57421e-05 0.000125946 0.00014184 9.74449e-05 0.000204207 0.000175063 0.00015367 0.000120835 0.000121926 0.000184261
threshold=0.023790000000000002 0.08776500000000001 -0.12018999999999998 0.075730000000000006 0.10508500000000001 0.10327000000000001 0.096015000000000017 -0.10151999999999999 -0.061684999999999997 0.12178000000000001 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -6 10 -10
right_child=-2 -3 4 -5 8 -7 -8 -9 9 -11 -12
leaf_value=0.0034773720863131761 -0.0017392738558770541 -0.001736737751640645 0.00055937845758243692 9.8912191813347274e-05 0.0023306658560227188 -0.0032398170875274856 0.002412623685495093 -0.0023639829985141092 0.0027754324190752484 -0.0018758731832016675 -0.0011633838605129736
leaf_weight=0.0011653740750916528 0.0010011141717015679 0.0010168823923013557 0.0019575744820856137 0.0013062811324355827 0.0014956314610469479 0.0012245456081782617 0.0011232930896816137 0.0016360190054753665 0.0012214628217917037 0.0012046202320252775 0.0011362132295781313
leaf_count=105 113 109 139 68 283 332 198 1516 163 48 47
internal_value=0 0.000115973 0.000255828 0.00169184 -6.68565e-05 -0.00067824 -1.32317e-05 -0.000771511 0.000651322 -5.37517e-05 0.000877235
internal_weight=0 0.0144879 0.013471 0.00247166 0.0109994 0.00594143 0.00471689 0.00359359 0.00505793 0.0035623 0.00235768
internal_count=3121 3008 2899 173 2726 2185 1853 1655 541 258 210
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=19
num_cat=0
split_feature=133 14 38 3 3 124 41 457 16 47 3 13 48 15 16 51 0 0
split_gain=0.000274987 0.000283571 0.000245325 0.000437047 0.000258751 0.000316211 0.000297851 0.000254747 0.000217511 0.000355721 0.000370147 0.000212767 0.000209097 0.000275761 0.000157139 0.000155135 0.000149594 0.000329996
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 -0.10023499999999998 -0.072314999999999977 0.075585000000000013 -0.0029299999999999994 0.033715000000000009 0.13082500000000002 0.10732000000000001 -0.084319999999999992 0.085700000000000012 -0.10203999999999998 -0.083539999999999989 0.090560000000000015 0.11070500000000001 -0.060129999999999996
decision_type=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 16 -7 11 10 -10 -9 13 -13 -15 -14 17 -1
right_child=-2 -3 -4 -5 5 7 -8 8 9 -11 -12 12 15 14 -16 -17 -18 -19
leaf_value=0.00013836646912189152 -0.00079202031804955929 -0.00068491347527529383 -0.00066436231386608768 0.00098240862954931301 0.00067975745663687948 -0.00084103632202482703 -0.00025684352931708797 -0.00055106710259356464 -0.0013740373054746964 0.00024735047319047099 -0.00011926612675002816 -0.00021767305033332902 -0.00051678306481936498 0.0011762753001739329 0.00038152669457211795 0.00028870059039225529 7.1268164503956609e-05 0.0011679017086800609
leaf_weight=0.0013249388310238031 0.0010235779587170818 0.0012590867051864843 0.0010319485875509562 0.0012805528514948086 0.0012045359367952599 0.0011564014085498767 0.0015622003265747253 0.0010608390258677299 0.0011484613740957439 0.0013352757555082917 0.0011003794186699167 0.0010536585091269592 0.0012825126447760793 0.0010595960716370924 0.0013553173669760389 0.0010310194646233201 0.0011991205947348149 0.0016978052906582121
leaf_count=104 435 87 59 130 178 204 72 423 326 16 30 78 88 241 436 56 92 66
internal_value=0 2.76429e-05 7.06014e-05 0.000108805 4.85698e-05 -7.41613e-05 0.000319916 -0.000152559 -7.62047e-05 -0.000384749 -0.000760066 8.54011e-05 0.000202174 0.00044229 0.00073024 -0.000157821 0.000533332 0.000716633
internal_weight=0 0.0221437 0.0208846 0.0198526 0.0185721 0.012788 0.00578407 0.0115835 0.0104271 0.00358412 0.00224884 0.00684294 0.0057821 0.00346857 0.00241491 0.00231353 0.00422186 0.00302274
internal_count=3121 2686 2599 2540 2410 2076 334 1898 1694 372 356 1322 899 755 677 144 262 170
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=11
num_cat=0
split_feature=376 1 42 43 0 0 47 1 52 2
split_gain=6.30845e-05 0.000135157 0.000153385 0.000101544 0.000176095 0.000170381 0.000203041 0.000141415 0.000167677 5.57711e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.0059850000000000016 0.077555000000000013 0.086105000000000015 -0.07167999999999998 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 -9 -10
right_child=-2 -3 3 5 -6 -7 -8 8 9 -11
leaf_value=-0.0024547925555847344 0.001623486904992045 0.0021034094218196049 -0.00055283712145813839 -0.0013576923552289734 0.0025422705874712519 -0.0022390692269027047 -0.0021704270414661096 -0.00046358820767473404 0.0033800098899079132 0.0013393882295787383
leaf_weight=0.0013709449073172454 0.0010190282368035793 0.0011534618251977944 0.0017574701635492754 0.0011949047120546532 0.0016152549769748474 0.0019083303183613509 0.0014635508641017841 0.0015277971121063771 0.0012660930066827059 0.0011893059967799102
leaf_count=835 64 144 731 514 126 180 132 83 232 80
internal_value=0 -0.000118502 -0.000311292 -6.48197e-05 0.000929462 -0.000457036 5.49919e-05 0.00068399 0.00129647 0.00239161
internal_weight=0 0.0144471 0.0132937 0.0119227 0.00337273 0.00854998 0.00664165 0.0051781 0.0039832 0.0024554
internal_count=3121 3057 2913 2078 857 1221 1041 909 395 312
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=12
num_cat=0
split_feature=132 41 12 52 12 52 16 4 0 2 3
split_gain=5.55838e-05 9.46672e-05 9.42151e-05 0.000122983 0.000106523 9.28497e-05 0.000145351 0.000150429 0.000125927 0.000261374 0.000243045
threshold=0.081240000000000021 1.0000000180025095e-35 0.090455000000000021 -0.061194999999999992 0.098810000000000023 0.10347000000000002 0.071345000000000006 -0.083854999999999985 -0.13027499999999997 0.11215000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 9 10 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.002371729504884824 0.0015418655621101591 -0.0023425800548987894 0.0030088848362795672 0.0019218426038816678 -0.00091915882134508721 0.0012368130138788551 -0.0029313227797895147 -0.0012162937044119828 -0.0026677226899604056 -0.0030711494704935955 0.0035881317392945865
leaf_weight=0.0010126688622282892 0.0011976725696739446 0.0010064880903686299 0.0011702023639039681 0.0011936160568867546 0.0019241017709847215 0.0015780720036143517 0.0013938864141777828 0.0010925560010366956 0.0014173856250871437 0.0010777137893798749 0.0012718609499948741
leaf_count=241 321 123 278 405 277 261 217 90 754 93 61
internal_value=0 -0.000134387 3.48567e-05 0.000943672 0.000168517 -0.000405766 -0.000762507 -0.000247693 -0.000793551 -2.18134e-05 0.00136809
internal_weight=0 0.0141386 0.0131321 0.00428792 0.00311772 0.00884414 0.00726607 0.00587219 0.00485952 0.00344213 0.00236442
internal_count=3121 2800 2677 960 682 1717 1456 1239 998 244 151
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=12
num_cat=0
split_feature=4 0 2 15 49 15 3 1 16 0 4
split_gain=5.99879e-05 0.000135667 0.000106315 0.000104972 0.000143857 0.000150426 0.000132887 8.32913e-05 6.51745e-05 0.000176066 0.000179573
threshold=0.0061450000000000003 -0.15350499999999997 0.10855000000000002 -0.016799999999999995 -0.047584999999999995 -0.24436499999999997 0.076840000000000006 0.11392000000000001 -0.083539999999999989 -0.060129999999999996 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -2 -6 7 -7 -3 -10 -11
right_child=3 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.0027476532559685797 0.0022400255985958266 0.0008428455474166573 0.001337828674377627 0.0018114821228677753 0.0010043791209603979 -0.0017361522614009737 -0.0032798917274846698 0.0010036934899896835 -0.0034492226495524431 -0.0018316648474162346 0.0018744822764628142
leaf_weight=0.0010112508409874108 0.001060146435958198 0.0010527241775953123 0.001751346390842512 0.0018562880065310372 0.0018955895008572615 0.001023846394309403 0.0011195224197084741 0.0010084439043582805 0.0010127894878633253 0.0012704326015628986 0.0011320108190910876
leaf_count=85 96 466 264 122 253 287 64 65 1181 154 84
internal_value=0 -0.000449024 -7.52695e-05 0.000402316 -2.59763e-05 -0.000501923 -0.00140786 -0.000376612 -0.000629175 -0.00108292 -8.536e-05
internal_weight=0 0.00723055 0.0062193 0.00796384 0.00610755 0.0050474 0.00315181 0.00203229 0.00446796 0.00341523 0.00240244
internal_count=3121 2234 2149 887 765 669 416 352 1885 1419 238
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=12
num_cat=0
split_feature=484 42 47 4 4 2 52 4 0 3 52
split_gain=5.72622e-05 9.1568e-05 0.000143967 0.000129888 0.000172031 9.67529e-05 6.2639e-05 0.000134549 8.81535e-05 0.000113953 8.0076e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 0.27834500000000006 0.055260000000000011 0.099515000000000006 0.10347000000000002 -0.35136499999999998 -0.076579999999999995 0.090900000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 9 10 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0016139727335818615 -0.0024338146323082694 -0.0018693832731954826 0.0022637268819124907 -4.419150477075127e-05 -0.0026119554838092635 0.0028910099454894627 0.0016785224328792554 -0.0026631143595244465 0.0016155469544109592 0.0013399204150471022 5.2677810686591591e-05
leaf_weight=0.0010582082449301809 0.0011547238334963551 0.0011010701871352691 0.0016574990444446222 0.0010943967063672235 0.0015033985200880312 0.0012298360881753019 0.0010482131598819056 0.0011572620328127031 0.0017037811883976114 0.0012743956718979099 0.0010844612319934333
leaf_count=503 153 311 112 83 200 157 306 360 247 75 614
internal_value=0 0.000118388 0.000287948 -3.13818e-06 -0.000396854 0.00150893 5.1786e-05 -0.000215707 0.000274973 -0.000374619 -0.00134932
internal_weight=0 0.014009 0.012908 0.0112505 0.00892624 0.00232423 0.00742284 0.00637462 0.0052199 0.00351612 0.00224172
internal_count=3121 2618 2307 2195 1955 240 1755 1449 1296 1049 974
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=19
num_cat=0
split_feature=14 133 52 157 159 16 42 48 12 14 49 457 0 1 133 12 3 16
split_gain=0.000274388 0.000262201 0.000247619 0.000248368 0.00026787 0.000308022 0.000326009 0.000324893 0.000313975 0.000241271 0.000306615 0.000237442 0.000232253 0.000207874 0.000184386 0.00015365 0.000178721 0.000139611
threshold=0.076175000000000007 0.10622000000000002 -0.40306999999999998 -0.077384999999999995 0.10275500000000001 0.23311500000000004 -1.0000000180025095e-35 0.12737000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.093655000000000002 -0.0029299999999999994 -0.14116499999999996 0.091785000000000019 0.081415000000000015 0.090455000000000021 -0.0087149999999999988 -0.25582999999999995
decision_type=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 -7 -8 11 -11 13 -13 15 16 -14 -17
right_child=-2 -3 3 4 -6 8 7 -9 -10 10 -12 12 14 -15 -16 17 -18 -19
leaf_value=-0.00066671079699468969 -0.00074620659360215735 -0.00076050778407321337 0.00067075661234960874 -0.00072454993750019488 -0.00071949615373505141 0.0013207626978983544 -0.00057949584572324444 -0.00075584621144410356 0.00011093049538266601 -0.00056268152546417954 0.0010815075268374307 0.00027638079567719205 -0.00080055492581712151 0.0012252007496807 0.00070701526093691288 -0.00020293233580549416 0.00010570034494595093 0.00062832706316143813
leaf_weight=0.0011399163648807926 0.001283510316635538 0.0010606139345586121 0.0019794136901596085 0.0014276209540071425 0.0011180197554944349 0.0010621957281475849 0.0010094041364834281 0.0010806283751918508 0.0012652495505208194 0.0010714822630056879 0.0010955575138510984 0.0015091690058852683 0.00121179329461022 0.0010568391021401613 0.0010017018539398709 0.0010159181835103226 0.001133896358426565 0.0011705271898021508
leaf_count=291 101 421 271 544 212 29 63 52 45 128 85 30 303 92 190 35 73 156
internal_value=0 3.47975e-05 7.6249e-05 0.000120337 5.71043e-05 0.000110993 1.77775e-05 0.00010354 0.000663072 0.000185897 0.000261148 0.000163152 0.000259168 0.000667163 6.99833e-05 -7.08149e-05 -0.000362475 0.000242088
internal_weight=0 0.0214099 0.0203493 0.0192094 0.01723 0.016112 0.0137845 0.0123569 0.00232745 0.0112763 0.0102669 0.00917133 0.00809984 0.00256601 0.00553384 0.00453214 0.00234569 0.00218645
internal_count=3121 3020 2599 2308 2037 1825 1751 1207 74 1155 1092 1007 879 122 757 567 376 191
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=18
num_cat=0
split_feature=1213 2 14 124 484 48 0 15 124 3 16 0 1 160 48 4 16
split_gain=0.000354014 0.000210381 0.0002586 0.00021695 0.000289297 0.000294247 0.000370035 0.000316033 0.00022891 0.000317488 0.000362208 0.000188285 0.000385399 0.000142436 0.000343006 9.57665e-05 7.65143e-05
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 0.12737000000000001 -0.10607499999999999 -0.08730499999999998 0.10281000000000001 -0.10023499999999998 -0.004174999999999999 -0.053834999999999994 0.095285000000000022 0.086870000000000017 0.083685000000000009 -0.39518999999999993 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 13 9 10 -8 12 -11 14 -6 -12 -9
right_child=1 -3 -4 4 5 -7 8 16 -10 11 15 -13 -14 -15 -16 -17 -18
leaf_value=-0.00091523394299644547 0.00060641172375172094 0.00076219072030510955 -0.00076005717646912161 -0.00083935687615204933 -0.00016474778816571596 -0.00075778280872448791 -0.00042778585775166621 0.0006139870257764775 0.00061448500102480297 -0.00087803011490079636 0.0002349202999125218 -0.00088763624063251871 0.00044351515503490512 -0.0003746482939080337 0.00094558936936983858 0.00091341854054704239 0.0012156455379622854
leaf_weight=0.0010444209716213423 0.0016639510583310443 0.0010055584277114176 0.0010728356649769557 0.0010048045585683034 0.0016433127485318 0.0010877641336612389 0.0016367030373043434 0.0011413602154259905 0.0010253409308340631 0.0011048462101655616 0.0010702531913047153 0.0018276355473326455 0.0011815525570234575 0.001027138946592232 0.0012810123086595127 0.0010827617652395781 0.001050002257395371
leaf_count=491 227 138 83 431 66 49 97 64 20 917 85 151 98 45 61 54 44
internal_value=0 4.43566e-05 8.08635e-06 5.18548e-05 -1.90476e-06 5.01678e-05 0.000108479 0.000412347 -0.000100569 -0.000193332 0.000142565 -0.000502749 -0.000195089 0.000140648 0.00032164 0.00057614 0.000902275
internal_weight=0 0.0209068 0.0199013 0.0188284 0.0171645 0.0161597 0.0150719 0.00614283 0.00892909 0.00790375 0.00378972 0.00411403 0.0022864 0.00395146 0.00292433 0.00215301 0.00219136
internal_count=3121 2630 2492 2409 2182 1751 1702 280 1422 1402 236 1166 1015 172 127 139 108
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=18
num_cat=0
split_feature=1213 44 14 474 124 160 15 42 15 15 43 0 3 13 49 0 4
split_gain=0.00029753 0.000249857 0.000271495 0.000196009 0.00017349 0.000174908 0.000276002 0.000202034 0.000226594 0.000307772 0.000255157 0.000361118 0.000268683 0.000229722 0.000225047 0.000114819 9.78983e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 0.082665000000000002 -0.043384999999999993 -1.0000000180025095e-35 -0.037864999999999989 -1.0000000180025095e-35 -0.15026499999999995 -0.095869999999999983 -0.074359999999999996 -0.10474999999999998 -0.11255999999999998 -0.39067499999999994 -0.073374999999999982 -0.11991499999999998 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -9 15 16 14 -13 -14 -12 -10 -11
right_child=1 -3 -4 -5 5 7 -8 8 9 10 11 12 13 -15 -16 -17 -18
leaf_value=-0.00084579569098201021 0.00059717325862653587 -0.00075480038277594942 -0.00068324385525450084 0.0006888169904127056 -0.00095982774096753875 -0.00045075120939879414 0.00012342125542488762 0.00079991121801685147 -0.00086497419428741701 0.00037740059869704573 -7.3654368683165713e-05 0.00022589598720085889 -0.0001599417541613552 -0.0012315405377801142 0.00078106645692426944 -9.7855461212867394e-05 0.0010285299897208795
leaf_weight=0.0010577779158621311 0.0014638099094461598 0.0010061603310305136 0.0011795068225826091 0.0014113449123479274 0.0011319670306690899 0.0015958578814548119 0.0013161860902687261 0.0012739208886456089 0.0010183086063193514 0.0014057404229286252 0.0013518913539058985 0.0014240824638243029 0.0010630974606389261 0.0010087336290767234 0.0019419999922174443 0.0010011563070818309 0.0010390373694877386
leaf_count=491 214 60 87 357 315 440 254 101 35 95 41 79 26 276 78 49 123
internal_value=0 2.79048e-05 6.60848e-05 0.000111533 6.63592e-05 1.94722e-05 -0.000377447 8.82722e-05 0.000156935 8.41521e-05 0.000208546 4.81049e-05 -0.000311974 -0.000681682 0.000430269 -0.000484673 0.000654132
internal_weight=0 0.0216328 0.0206266 0.0194471 0.0180358 0.016572 0.00244815 0.0141238 0.012528 0.011254 0.00923458 0.0067898 0.00349591 0.00207183 0.00329389 0.00201946 0.00244478
internal_count=3121 2630 2570 2483 2126 1912 569 1343 903 802 718 500 381 302 119 84 218
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=19
num_cat=0
split_feature=1213 124 50 48 2 14 474 159 42 160 0 0 2 48 16 43 3 12
split_gain=0.000379888 0.000243668 0.000206046 0.00026601 0.000340593 0.000256586 0.000255784 0.000246398 0.000271405 0.000280753 0.000306877 0.000354832 0.00027185 0.000483541 0.000439886 0.000203532 0.000191206 0.000124795
threshold=-1.0000000180025095e-35 0.10281000000000001 0.11815500000000002 0.12879500000000002 0.11474000000000002 0.076175000000000007 0.084660000000000027 0.090025000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024095000000000002 -0.059114999999999994 0.098035000000000011 0.086035000000000014 -0.083539999999999989 0.084740000000000024 0.11924500000000002 0.084290000000000018
decision_type=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 7 8 -2 -10 11 12 13 14 17 -12 -6 -11
right_child=1 -3 -4 -5 16 -7 -8 -9 9 10 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00082118332131682283 -0.00047293936713669959 0.00066751620796406746 -0.00062230382458900715 -0.00064861040686149283 0.00090178019958375949 -0.00067179541884465892 0.00063182690719892865 -0.00068744986083488333 -0.00055858269040203075 0.0010637271482990928 0.00015689781988778912 0.00098944978150204113 0.00074758998416211801 -0.00065864953296562874 -0.00039312008565106307 -0.00064746861194010005 0.0001430907463409639 0.00036959203233511123
leaf_weight=0.0010772866502975756 0.0017725675327176027 0.0011177497242083048 0.0010046724071482984 0.0010767865895132669 0.0013519861488874426 0.0010703962032851946 0.0012982848968029212 0.001000933226751888 0.0010796061113545344 0.0010172598738277232 0.0012786468476449694 0.0013448996069490033 0.0013296037184236664 0.0013925653144878369 0.0010673323541593796 0.0011917960318688081 0.0012569501988777265 0.001014269515280386
leaf_count=491 450 39 179 53 232 78 244 178 361 40 116 67 100 95 197 16 99 86
internal_value=0 3.07904e-05 -3.84464e-06 2.79479e-05 6.73969e-05 -9.73805e-06 3.81842e-05 -1.89504e-05 3.46285e-05 0.000118587 0.000194453 0.000341178 0.000191401 2.67511e-05 0.000334756 -0.000231146 0.000536254 0.00071717
internal_weight=0 0.0216663 0.0205486 0.0195439 0.0184671 0.0158582 0.0147878 0.0134895 0.0124885 0.010716 0.00963637 0.00716593 0.00582103 0.00449143 0.00309886 0.00247044 0.00260894 0.00203153
internal_count=3121 2630 2591 2412 2359 2028 1950 1706 1528 1078 717 585 518 418 323 132 331 126
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=19
num_cat=0
split_feature=1213 484 457 38 12 52 151 42 40 1 15 52 3 1 52 12 15 13
split_gain=0.000322746 0.00020501 0.000214903 0.000243242 0.000252485 0.000190639 0.00019737 0.000226962 0.000283794 0.000289741 0.000212331 0.000389705 0.000313044 0.000321006 0.000172103 0.000176937 6.58583e-05 5.51092e-06
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 1.0000000180025095e-35 -0.077884999999999996 -0.40306999999999998 0.056735000000000001 0.091735000000000025 -1.0000000180025095e-35 0.13332000000000002 0.084050000000000014 -0.080979999999999983 0.12178000000000001 0.10752500000000002 0.091820000000000013 0.082095000000000015 -0.095869999999999983 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -7 10 11 -10 13 14 15 16 -13 -9
right_child=1 2 3 -5 5 6 -8 17 9 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0007844599005912544 -0.0004481435650669132 -0.00049883677562932423 0.00075364012091338724 -0.00055363964992016887 -0.00048594431283054292 -0.00044339766545818687 -0.00032086218227906737 -0.0003309026990075728 0.00099049869314696282 0.0010792794488824022 -0.00036538569324001609 0.00029123443118037181 -0.00049899686174135008 0.001012465624135488 -0.00027482851019230672 -0.00015592057457823247 0.00078081577363201384 -0.00017805770436746926
leaf_weight=0.0010911785076558869 0.0017730885026559845 0.0013263680454396179 0.0013530621122065266 0.0011122347072802788 0.0011033546878668902 0.0010598312194289592 0.0017456233872088492 0.0010013265258084214 0.0016040620941407671 0.0010357629642747676 0.0010049805893346817 0.0010628952608158215 0.001153960588445635 0.0011746432729582423 0.0013650755056918151 0.001064255600826805 0.0012922253523584117 0.001001467793410705
leaf_count=491 485 152 239 56 254 77 66 254 127 47 359 18 34 54 130 171 51 56
internal_value=0 2.70863e-05 6.8268e-05 0.000107578 0.000148384 9.92555e-05 0.000140736 0.000199039 0.000275897 0.00034676 0.00026872 0.000341825 0.000195542 0.000330038 0.000162493 0.00033708 0.000559862 -0.000254475
internal_weight=0 0.0222342 0.0204611 0.0191348 0.0180225 0.0166695 0.0155661 0.0138205 0.0118177 0.0107579 0.0097221 0.00871712 0.00711306 0.00595909 0.00478445 0.00341938 0.00235512 0.00200279
internal_count=3121 2630 2145 1993 1937 1698 1444 1378 1068 991 944 585 458 424 370 240 69 310
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=12
num_cat=0
split_feature=124 4 15 43 151 0 2 0 13 15 16
split_gain=6.35365e-05 8.28212e-05 0.000112847 0.000155771 0.000110596 8.64011e-05 7.51403e-05 6.73299e-05 8.08461e-05 6.45493e-05 0.00012501
threshold=-0.043384999999999993 0.0061450000000000003 -0.016799999999999995 -0.076124999999999984 -0.00099499999999999979 -0.15350499999999997 0.10855000000000002 0.10455500000000001 -0.033284999999999988 -0.10203999999999998 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 7 8 -7 10 -6
right_child=1 2 -4 4 9 6 -8 -9 -10 -11 -12
leaf_value=0.0016284629323809047 -0.002921068475909885 -0.0027119596587629759 0.0021150187051690588 -0.0017387395713438431 0.0020221322948176051 -0.0017251964099223725 0.00098574553308912222 -0.0027339791487367192 0.00095020582389718081 0.0027939909381770288 -0.0016350945848928853
leaf_weight=0.0013627666253223534 0.0010312356778940943 0.0011801418876548481 0.0018323838841742823 0.0010479362337463272 0.0013852752397520429 0.0014222004065595562 0.0016676480746168343 0.0010565389173822215 0.0014176673379662098 0.0010939695604568235 0.0010201009299034558
leaf_count=259 84 208 110 72 123 1032 239 78 681 126 109
internal_value=0 -0.000163952 0.000402488 -0.000145405 0.000520685 -0.00081323 -0.000422566 -0.00102532 -0.000389631 0.00119731 0.000471131
internal_weight=0 0.0141551 0.00755981 0.00572742 0.00454728 0.00659529 0.00556405 0.00389641 0.00283987 0.00349935 0.00240538
internal_count=3121 2862 748 638 430 2114 2030 1791 1713 358 232
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=12
num_cat=0
split_feature=14 124 48 0 1 3 42 15 49 47 13
split_gain=5.68535e-05 8.03309e-05 8.8674e-05 0.000163224 0.000152317 0.000109018 0.000238464 0.000103252 0.000111174 8.94393e-05 0.000291239
threshold=0.018475000000000002 -0.043384999999999993 0.12737000000000001 -0.10607499999999999 0.111945 -0.12018999999999998 0.075730000000000006 -0.095869999999999983 -0.049784999999999989 0.092165000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -3 -9 10 -7
right_child=-2 2 -4 5 -6 9 -8 8 -10 -11 -12
leaf_value=0.0021782842538597509 -0.0019408554233797124 -0.0013705311578941998 -0.002397188808194407 0.0029860596742801106 0.0037087455518333584 0.00013737428685511193 -0.0020862767093535062 -0.00036857299687511274 0.0034104713812004709 0.00027019764075538708 -0.0050571055892968345
leaf_weight=0.0012372155149307585 0.0010053797844119536 0.0014109410377809439 0.0010602574525430961 0.0014430464291899118 0.0013611901121403647 0.0016412458677262471 0.0012030735905019796 0.0010887265771477028 0.0011158409040810139 0.0014240412230970625 0.0014295515869228543
leaf_count=250 119 111 80 157 108 547 55 75 67 191 1361
internal_value=0 0.000128485 -6.39614e-05 0.000140189 0.00130987 -0.00067499 0.000679893 0.000406728 0.00154419 -0.00147261 -0.00228082
internal_weight=0 0.0144151 0.0131779 0.0121177 0.0049767 0.00714096 0.00264612 0.00361551 0.00220457 0.00449484 0.0030708
internal_count=3121 3002 2752 2672 361 2311 212 253 142 2099 1908
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=12
num_cat=0
split_feature=484 42 15 1 15 42 15 0 1 1 2
split_gain=5.41857e-05 7.85475e-05 0.000120074 0.000172824 0.000211565 0.000228025 0.000225296 0.000165857 0.000138536 0.000127503 0.000129675
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.086375000000000021 -0.074054999999999996 0.14486500000000005 1.0000000180025095e-35 0.111945 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 9 -2 -4 10 -5
right_child=1 -3 8 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013545385841343292 -0.0025566227696035707 -0.001491356285459311 0.00052823616307521367 -0.0016271949640213747 0.0034141090642840783 0.0031217128981473555 -0.0022773805374500578 0.00059408285926704782 -0.0024724936916713488 0.0020499851914277871 0.001097264117794953
leaf_weight=0.0010797742258703167 0.0012230950493223184 0.0011192198775033706 0.0011602806111161027 0.0012368365018340412 0.0011833329590246709 0.0011278351059600782 0.0012692074291287547 0.0014006567247515367 0.0012479328956555569 0.0017073988242508227 0.0015239295165663247
leaf_count=503 536 311 589 91 197 172 92 39 317 181 93
internal_value=0 9.81295e-05 0.000234132 0.000518649 0.000972854 0.000552064 4.69297e-05 -0.000874658 -0.00102674 0.000707163 -0.000123307
internal_weight=0 0.0141997 0.0130805 0.0106723 0.00804854 0.00686521 0.00573737 0.00262375 0.00240821 0.00446816 0.00276077
internal_count=3121 2618 2307 1401 826 629 457 575 906 365 184
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=12
num_cat=0
split_feature=52 16 43 52 2 151 2 1 0 43 4
split_gain=5.31503e-05 0.000127879 9.41891e-05 9.4152e-05 6.90103e-05 0.000164197 0.000113508 0.000258761 0.000113282 0.000111352 6.0147e-05
threshold=-0.38533999999999996 0.23311500000000004 -0.24021999999999996 0.19022000000000003 0.089885000000000007 -0.0083949999999999979 0.11215000000000001 0.080000000000000016 -0.10474999999999998 -0.074974999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 7 -7 -8 -4 -11
right_child=1 -3 3 -5 5 6 8 -9 -10 10 -12
leaf_value=-0.001338778249026981 -0.0019864765287933542 0.0017890213671488177 0.001307039044459655 -0.0017789147686949878 -0.0010383701350266303 0.00035216756574584353 -0.0013347029481731317 0.0045659082812303945 0.0016269917699620671 -0.0020355434615579866 -0.00022733657826502453
leaf_weight=0.0011227648887772316 0.0010068329738813228 0.0016179134485510291 0.0011266412840201211 0.0010415968159752384 0.0016853919377679549 0.0013194889127250455 0.0010036772550843231 0.001075516111251229 0.0011012030546823301 0.0013609175606439892 0.0016605856840364551
leaf_count=334 137 141 466 326 207 325 96 65 180 740 104
internal_value=0 0.000103125 -0.000117168 4.829e-05 0.00023247 0.000659205 0.00129502 0.00224442 0.000214757 -0.000403832 -0.00104177
internal_weight=0 0.0139998 0.0123819 0.011375 0.0103334 0.00618528 0.00449989 0.00239501 0.00210488 0.00414814 0.0030215
internal_count=3121 2787 2646 2509 2183 873 666 390 276 1310 844
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=11
num_cat=0
split_feature=2 11 2 1 52 4 16 13 3 1
split_gain=5.17383e-05 8.55502e-05 0.000100248 0.000112543 0.000160664 0.000135079 0.000117898 9.25357e-05 0.000119527 0.000206214
threshold=-1.0000000180025095e-35 0.078340000000000007 0.098035000000000011 0.13075500000000004 -0.088204999999999992 -0.0016099999999999997 -0.029084999999999996 -0.08971999999999998 0.12178000000000001 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -4 9 -9
right_child=1 -3 7 -5 5 -7 -8 8 -10 -11
leaf_value=0.0010752054455280304 -0.0035903074442394278 -0.0020823526852615766 0.0020608152843774258 0.0015024839968150985 0.0023490673843348598 -0.00192855874750588 -0.00081046846625876831 -0.0007582795497264454 -0.0017827826476881237 0.0033589857363341279
leaf_weight=0.001989668461310619 0.0010272999231384604 0.0011019528643844137 0.0017819679168007974 0.0010794560624730332 0.0011469381505698848 0.0017807114898958903 0.0012984320074022823 0.0015117712976407092 0.0012125147962045446 0.0010721137396004637
leaf_count=199 336 179 176 28 860 321 368 427 58 169
internal_value=0 -0.000168129 8.96289e-06 -0.000609327 -0.00104326 -0.000424107 0.000671431 0.000710876 7.72361e-05 0.000950069
internal_weight=0 0.0130132 0.0119112 0.00633284 0.00525338 0.00422608 0.00244537 0.00557837 0.0037964 0.00258389
internal_count=3121 2922 2743 1913 1885 1549 1228 830 654 596
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=12
num_cat=0
split_feature=457 15 0 1 52 15 16 2 2 2 12
split_gain=5.29064e-05 0.000132144 9.56144e-05 0.000134776 0.00028715 0.000147037 0.000122555 0.000105126 0.00017815 0.000108063 7.41194e-05
threshold=0.069910000000000014 -0.074054999999999996 0.18019500000000002 0.111945 0.10160000000000001 -0.016799999999999995 -0.061854999999999993 0.09678500000000001 0.10731 0.084715000000000013 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -5 9 -9 10 -1
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0011326373091428089 0.0025699737294517652 -0.00075102960485001291 0.0017392676313705369 0.0010307512702482087 -0.0038934703924852453 0.0027980381899443854 -0.0014749658849798983 0.0028671020754886005 -0.00078660978745340496 -0.0023706122505631868 -0.0013529994662162608
leaf_weight=0.0011057023258697635 0.0010944727836774693 0.0010175474882960769 0.00106538169020265 0.0019384079773540168 0.0011782956703819195 0.0010075603030113012 0.0015427641445278917 0.001019784549762353 0.001384917137850758 0.0015252258572236565 0.001010464609259968
leaf_count=74 118 149 30 247 483 57 149 198 259 790 567
internal_value=0 0.000969952 -0.000163483 -0.00033655 -0.000897479 0.000566237 -7.97168e-05 -0.000313604 0.000762854 -0.00102448 -5.42483e-05
internal_weight=0 0.00211202 0.0127785 0.0117131 0.00722439 0.00448873 0.00348117 0.00604609 0.0024047 0.00364139 0.00211617
internal_count=3121 267 2854 2824 2371 453 396 1888 457 1431 641
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=18
num_cat=0
split_feature=1213 124 4 14 124 484 157 4 42 48 43 0 43 1 0 0 12
split_gain=0.000264362 0.000187646 0.000164598 0.000179737 0.000196385 0.000270128 0.00019997 0.000278098 0.000200911 0.000275706 0.000235622 0.000295894 0.000218011 0.000159771 0.000173047 0.000270611 0.000111851
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.49405499999999997 0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 -0.073574999999999988 -0.39518999999999993 -1.0000000180025095e-35 0.12230500000000001 -0.074359999999999996 -0.10151999999999999 0.084740000000000024 0.111945 -0.14723999999999998 -0.23051499999999997 0.092355000000000007
decision_type=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 -8 -9 10 16 13 -13 14 15 -12 -10
right_child=1 -3 3 -5 5 6 7 8 9 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00076142479861598814 -0.00047197959325396421 0.00063442170658503194 0.00065195266330690237 -0.00054205199896828406 -0.0006663238142646335 0.0006629364627000735 0.00079192556740770585 -0.00060998311171180021 0.00079784750599723843 -0.00068362442562825006 0.00034885545218918461 -6.4341801648726607e-05 -0.00095098791421696529 0.00073709585985625456 0.00055658893515275092 -0.00063236729063826562 0.00013859824864571679
leaf_weight=0.0010061348041470316 0.0015652054171906285 0.0011312337684266085 0.0012740738872511195 0.0011401662383703206 0.0011734667349589242 0.0012754762952982288 0.0010266553846562899 0.0012315117632183759 0.0014289771758314055 0.0011003945054952049 0.0012585411301024862 0.0015656210476755672 0.0010743512808585876 0.0010271463638585887 0.0011295249701557247 0.0013262369238731253 0.001008644058004271
leaf_count=491 152 39 232 87 427 245 33 462 224 54 52 312 55 89 42 37 88
internal_value=0 3.41611e-05 -4.72926e-07 4.04346e-05 7.97309e-05 3.30762e-05 8.98615e-05 3.43929e-05 -2.96124e-05 3.58427e-05 0.000116472 -1.84603e-05 -0.000425167 0.000207988 6.167e-05 -0.000154605 0.000525062
internal_weight=0 0.0207372 0.019606 0.0180408 0.0169006 0.0156265 0.0144531 0.0131776 0.0121509 0.0109194 0.00981904 0.00738142 0.00263997 0.00474145 0.0037143 0.00258478 0.00243762
internal_count=3121 2630 2591 2439 2352 2120 1693 1448 1415 953 899 587 367 220 131 89 312
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=11
num_cat=0
split_feature=49 42 52 12 2 4 3 12 16 16
split_gain=4.79109e-05 9.09113e-05 8.67088e-05 0.000150455 0.000191203 0.000210686 0.000263663 0.000103132 8.56928e-05 8.1401e-05
threshold=-0.081404999999999991 0.092620000000000022 0.091275000000000009 -0.029094999999999999 0.11215000000000001 0.0061450000000000003 0.090900000000000009 0.081420000000000006 0.042200000000000008 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 9 -5 -4 -7
right_child=1 -3 8 4 -6 6 -8 -9 -10 -11
leaf_value=0.00081782820368551338 -0.0020220943670362498 -0.0013316690716501927 -0.00014648315225907036 0.00046255924777694038 -0.0018911963424376077 -0.00072978636294752312 0.0038353192626321302 -0.001890102212885926 0.0018041406625865079 0.0014205979756319385
leaf_weight=0.001979267976267512 0.0012786090387164632 0.0017408323661561699 0.0013446224999627632 0.0011650532953340039 0.0012742165599340521 0.0010919145309354755 0.0010323684645925368 0.0012258789984400231 0.0015593172560963708 0.0011680450160696468
leaf_count=240 190 603 431 141 181 62 40 1055 49 129
internal_value=0 -0.000128363 5.96759e-05 -0.000236942 9.11245e-05 0.000535571 0.00146459 -0.000743698 0.000900936 0.000381625
internal_weight=0 0.0128809 0.01114 0.00823609 0.00695748 0.00568326 0.00329233 0.00239093 0.00290394 0.00225996
internal_count=3121 2881 2278 1798 1608 1427 231 1196 480 191
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=16
num_cat=0
split_feature=1213 14 124 484 474 1 0 42 42 15 52 151 4 16 16
split_gain=0.000309568 0.000175469 0.00016917 0.000226769 0.000184247 0.000162179 0.000279617 0.000217722 0.000297794 0.000147623 0.000294053 0.000258542 0.000231827 0.000665223 0.000271522
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 0.084660000000000027 0.12811000000000003 -0.050684999999999994 0.092395000000000019 0.083995000000000014 0.013270000000000002 -0.081429999999999989 -0.044604999999999992 0.0061450000000000003 -0.073404999999999984 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 10 -5 -12 14 -14 -13
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 12 13 -15 -16
leaf_value=-0.00079364089141817308 0.00052089067121738265 -0.00051755507941292096 -0.00057888823033609552 0.00059157962688795665 0.00063622212399338206 0.00091709586190565138 -9.7730193498960318e-05 -0.0005195082778196255 0.00062734668694063706 -0.0004813196903146311 -0.00077195912871302083 -0.00079661799641004075 0.0010443834756779871 -0.00046773089140725148 0.0002042139691073179
leaf_weight=0.0010045717412670704 0.0016116962324944631 0.00114593794906681 0.001217124082100454 0.0015265076588805299 0.0011464380350431078 0.0010953083095655569 0.0012161368360503058 0.0017114166236728229 0.0015636429882144179 0.0014851948595530073 0.0010749560639493633 0.0011927162217898173 0.0013038059406145358 0.001173171571515752 0.0011115716314087365
leaf_count=491 247 87 450 204 215 89 65 312 275 330 85 112 99 35 25
internal_value=0 3.56015e-05 6.99962e-05 2.67862e-05 7.40388e-05 2.94498e-05 0.000383158 -3.78795e-05 4.11372e-05 -6.22266e-05 2.2083e-05 -0.000126364 1.87825e-05 0.0003282 -0.000313824
internal_weight=0 0.0195756 0.0184297 0.016818 0.0156009 0.0144544 0.00231145 0.012143 0.0104316 0.00886792 0.00738273 0.00585622 0.00478127 0.00247698 0.00230429
internal_count=3121 2630 2543 2296 1846 1631 154 1477 1165 890 560 356 271 134 137
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=17
num_cat=0
split_feature=1213 43 2 14 12 159 11 457 159 2 2 42 12 4 457 52
split_gain=0.000327334 0.000244789 0.000237712 0.000234376 0.000262638 0.000295534 0.000179931 0.000231638 0.000185051 0.000245586 0.000238152 0.000291731 0.000225028 0.000285796 0.000169274 0.00012256
threshold=-1.0000000180025095e-35 0.24789500000000006 0.14530500000000005 0.076175000000000007 0.11232500000000002 -0.032739999999999991 0.081365000000000007 -0.0029299999999999994 0.094385000000000011 0.11263500000000001 0.098035000000000011 0.083995000000000014 0.081420000000000006 -0.0016099999999999997 0.032140000000000009 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 10 11 12 13 -9 -15 -12
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 15 -13 -14 14 -16 -17
leaf_value=-0.00085689246656223518 -0.00065447888882517319 -0.00069920433858825599 0.00079987249382630827 -0.00067122512830100145 0.00075422571206859958 -0.00050977169904407827 -0.00050744410733476273 0.0007089358293485698 -0.00040027377595007913 -0.00025603245590324094 0.0011584840842969219 0.00075256276365234245 -0.00060643078327753477 0.00019548560746424922 -0.00062826019971021316 0.00041439592370294569
leaf_weight=0.0010775596884097646 0.0014609118569183501 0.0010735622240062156 0.0010617366792693905 0.001106426762137235 0.0013178552644513486 0.001245923642411482 0.0011616798143450078 0.0016777367587573755 0.0011483784456967289 0.0018860709096091147 0.0012074588372894546 0.001944701371759755 0.0010727545228783469 0.001592757080492245 0.0010161872973384334 0.0010117931907074884
leaf_count=491 348 169 136 75 84 203 110 92 238 152 145 415 332 67 25 39
internal_value=0 3.43084e-05 7.38553e-05 3.29633e-05 7.68725e-05 2.25297e-05 8.86186e-05 0.000138781 0.000203127 0.000263861 0.000366823 0.000229363 3.95167e-05 0.000201167 -0.000125364 0.000819242
internal_weight=0 0.0209859 0.0199124 0.0188506 0.0177442 0.0164264 0.0149654 0.0138038 0.0125578 0.0114095 0.00952339 0.00730414 0.00535944 0.00428668 0.00260894 0.00221925
internal_count=3121 2630 2461 2325 2250 2166 1818 1708 1505 1267 1115 931 516 184 92 184
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=11
num_cat=0
split_feature=1 4 133 3 51 51 0 12 48 51
split_gain=5.25154e-05 0.000173919 8.0879e-05 8.04235e-05 0.000149507 0.000118356 0.000191337 0.000135411 9.96555e-05 0.000129294
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.076840000000000006 -0.076794999999999988 -0.063174999999999995 -0.10607499999999999 0.080890000000000017 0.086035000000000014 0.092235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -7 -8 -6 -10
right_child=3 -3 -4 4 8 6 7 -9 9 -11
leaf_value=0.0012844245344369241 0.0022293666604091236 -0.0021550406934943908 -0.00083961808399055581 -0.002273787530579714 0.0013079633481529623 0.0019841146175563003 0.00086351407486652434 -0.001719595785560419 -0.0021820223703354121 0.00085288812544589141
leaf_weight=0.0015040191796074813 0.0013833039552534898 0.0015700026129501898 0.0011361642928042759 0.0011238238384879695 0.0016840854293998508 0.0014872346161904915 0.001251354602311152 0.0017677044019375199 0.0010170575263046544 0.0010101749816175953
leaf_count=223 211 1283 130 101 161 163 191 523 62 73
internal_value=0 -0.000571368 0.000370374 0.000220543 -0.000353721 0.000691993 0.000220063 -0.000648936 0.000227694 -0.000669719
internal_weight=0 0.00421019 0.00264018 0.0107247 0.00483514 0.0058896 0.00450629 0.00301906 0.00371132 0.00202723
internal_count=3121 1636 353 1485 397 1088 877 714 296 135
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=16
num_cat=0
split_feature=133 14 133 3 12 457 14 43 11 15 12 48 0 2 15
split_gain=0.000362502 0.000291301 0.000279873 0.000205363 0.000219485 0.000207097 0.000300648 0.000198623 0.000232204 0.000216707 0.000176108 0.000172219 0.000340224 0.000219295 0.000211639
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.10023499999999998 0.051320000000000005 -0.0029299999999999994 -0.10708499999999999 0.084740000000000024 0.087830000000000005 -1.0000000180025095e-35 0.097825000000000009 0.12370000000000002 -0.13027499999999997 0.098035000000000011 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 8 9 -1 -6 12 13 -8 -14
right_child=-2 -3 -4 4 10 6 11 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0011947299561494377 -0.0009185313849333906 -0.0007163132790040641 0.00067638503193927387 -0.0006112777704728379 -0.00078167268053916069 -0.00063956881589583372 0.00042549092888618097 -0.00025303074320804644 -0.00014027325225589624 0.00031513600544020009 -3.16351262498037e-05 -0.00032513016757860163 -0.0006061143962439111 0.0013414299971115332 0.0003258447467975763
leaf_weight=0.0012985577648849111 0.0010656777870927591 0.0012283546744631382 0.0019083032032404445 0.0010974048503893385 0.001802417198803097 0.0011104313080311234 0.0018804418588782568 0.0013312732556585161 0.0011825038348760586 0.0016399470634311753 0.0014710180161400105 0.0010744962300996974 0.0010390545417316849 0.0010561908160725553 0.0016032633523837027
leaf_count=92 435 87 573 56 921 86 56 44 87 96 219 41 116 99 113
internal_value=0 4.34339e-05 9.13038e-05 2.78187e-05 -8.86924e-05 4.27905e-05 0.000135241 0.000287128 0.000461625 0.000703838 -0.00044462 0.000264554 0.000378126 0.000754918 -4.06351e-05
internal_weight=0 0.0207237 0.0194953 0.017587 0.0121347 0.00886128 0.00776388 0.00545228 0.00412101 0.0029385 0.00327344 0.00665345 0.00557895 0.00293663 0.00264232
internal_count=3121 2686 2599 2026 1707 567 511 319 275 188 1140 425 384 155 229
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=17
num_cat=0
split_feature=1213 124 133 132 42 160 474 43 3 16 4 160 47 1 1 16
split_gain=0.000308315 0.000174911 0.000168098 0.000203446 0.00032284 0.000237877 0.000333608 0.00030444 0.000382303 0.000347094 0.000295227 0.000161545 0.000156158 0.000218619 0.000324299 0.000123738
threshold=-1.0000000180025095e-35 0.10281000000000001 0.099660000000000012 0.081240000000000021 -0.088934999999999986 -1.0000000180025095e-35 0.084660000000000027 -0.074359999999999996 -0.075944999999999985 0.22339500000000004 -0.0029599999999999995 -0.089549999999999991 0.092530000000000015 0.094465000000000007 0.11212500000000002 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 11 8 -7 10 15 -6 13 -12 -15 -9
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.00078886082316155482 -0.00072985164410357549 0.00062781137628858128 -0.00052271186198969515 0.00063492173495422691 -0.0002556990482928945 0.00014971905832676186 0.00035507356444816108 0.00083747548750723777 0.0012070702704269768 -0.00078474438750165282 -0.00039683787872081365 -0.0010201314897699443 -0.000518303550277487 0.00078177572079543209 -0.00012221073366912359 0.00018345726726691261
leaf_weight=0.0010085753313284198 0.0011956190630840876 0.0010083462752690222 0.0012000933194745772 0.0011445124720566571 0.0013308820119907333 0.00194584994766972 0.0011784744078940368 0.0013485115562955619 0.0011576046678498019 0.0010184224875700023 0.0015375202749312381 0.0010494746128763754 0.0012377904943344786 0.0014703755169165333 0.0019719878424031972 0.001127298291142078
leaf_count=491 186 39 411 181 280 245 171 212 139 168 105 206 76 49 91 71
internal_value=0 3.58338e-05 5.8596e-06 3.97553e-05 9.85646e-07 5.43503e-05 -0.000278873 0.000146887 0.000544117 1.99511e-05 0.000114219 -0.000592729 -5.51962e-05 5.99129e-05 0.000263919 0.000539685
internal_weight=0 0.0209228 0.0199144 0.0187143 0.0175698 0.0163742 0.00355883 0.0128154 0.00310345 0.00971191 0.00869348 0.00238036 0.00621767 0.00497988 0.00344236 0.00247581
internal_count=3121 2630 2591 2180 1999 1813 657 1156 384 772 604 486 321 245 140 283
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=12
num_cat=0
split_feature=47 47 42 43 16 16 2 15 15 1 1
split_gain=4.96073e-05 9.69204e-05 0.000116039 0.000202648 0.000231055 9.86606e-05 0.000144193 0.000102733 0.000216179 0.00011437 0.00017253
threshold=0.13148500000000005 0.10783500000000001 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 -0.008904999999999998 0.092875000000000013 -0.033689999999999991 0.035560000000000008 0.11212500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 9 -9 10 -5
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0018642046649146368 -0.0012645911780922471 0.0020499312374801563 0.0029780504469882757 -0.00051413503908996844 -0.0028687796257514239 -0.00026383402988611377 0.0028758796517953278 -0.0035577395438751375 0.00046059399534150011 -0.0011258695755875577 0.0027879610358354703
leaf_weight=0.0013797958729326867 0.0012569446031424911 0.0010494117540420832 0.0010307062833252471 0.0013274948810389391 0.0011805891868166456 0.0012525939672951803 0.0013244067854224599 0.0010370134229041039 0.0013645095020338172 0.0013636010963800904 0.0014647185111871242
leaf_count=828 65 128 73 273 289 331 157 150 512 184 131
internal_value=0 0.000112153 -4.7647e-05 0.000173273 -0.000106991 0.000249963 0.00134977 -0.000182255 -0.00127458 0.000448968 0.00121805
internal_weight=0 0.0137748 0.0127254 0.0113456 0.0103149 0.00913434 0.002577 0.00655734 0.00240152 0.00415581 0.00279221
internal_count=3121 3056 2928 2100 2027 1738 488 1250 662 588 404
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=11
num_cat=0
split_feature=124 484 160 52 0 0 16 12 151 1
split_gain=5.49369e-05 6.79222e-05 0.000146733 0.00013882 0.000275357 9.6878e-05 0.000149064 0.000159787 0.000110172 0.000182383
threshold=-0.043384999999999993 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 0.10455500000000001 -0.019414999999999998 -0.056919999999999991 0.087145000000000014 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11
leaf_value=0.0012687225091365349 -0.0021150069720232622 0.0011891703573859798 -0.0010813159210993494 0.0018898824089361975 -0.0034592508182560607 0.0016790438691588318 -0.0033927157072355537 0.00021268088332645558 -0.00079820413758836383 0.0023816392387612448
leaf_weight=0.0013112387297859436 0.0016092294628709545 0.001481263858612498 0.0014018067435825933 0.0014138535329954747 0.0010346737369404954 0.0013723540435908134 0.0010826191634834906 0.0010005438056867079 0.0012730803430336746 0.0019043369345604286
leaf_count=259 601 343 109 164 100 86 199 308 802 150
internal_value=0 -0.00012537 -0.000286394 -5.69377e-06 -0.0003012 0.000105478 -0.000218653 -0.00166104 0.000437513 0.00110759
internal_weight=0 0.0135738 0.0120925 0.0104833 0.00906941 0.00803474 0.00666239 0.00208316 0.00457922 0.00317742
internal_count=3121 2862 2519 1918 1754 1654 1568 507 1061 952
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=12
num_cat=0
split_feature=1 12 43 16 14 3 48 0 0 1 2
split_gain=4.72723e-05 9.61142e-05 8.92729e-05 0.000125178 8.87809e-05 0.000150013 0.000141109 0.000132978 9.88152e-05 0.000109271 3.32204e-06
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 -1.0000000180025095e-35 0.090900000000000009 0.086260000000000017 -0.070154999999999981 -0.10151999999999999 0.094385000000000011 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 -6 -9
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 -12
leaf_value=0.0015163729066110716 0.0010084217769195814 -0.0017740127070124147 -0.0015711805155977133 -0.0020333782378891443 -0.0013775712426471467 0.0026259571701433139 -0.00012265048447840208 0.0012339140683786986 -0.0024330305491049985 0.0010395522684958931 0.00074616047650262094
leaf_weight=0.0013193082314166835 0.001500079513824539 0.0011537687053629177 0.0010459367349474622 0.0011281732418236242 0.0015205091865319363 0.0015636472263487189 0.0011856798155163162 0.0010024729006962762 0.0011052759586772567 0.0012146591742412394 0.0010141756381141509
leaf_count=139 169 121 98 375 201 96 79 138 1465 107 133
internal_value=0 -0.000116974 4.10317e-05 -0.000139519 8.18366e-05 0.000282727 0.00144059 -0.000260774 -0.000916841 -0.000304152 0.000988622
internal_weight=0 0.0132536 0.0120998 0.0107805 0.00965236 0.00860642 0.00274933 0.00585709 0.00384044 0.00273517 0.00201665
internal_count=3121 2952 2831 2692 2317 2219 175 2044 1773 308 271
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=16
num_cat=0
split_feature=133 3 48 50 3 15 159 16 15 40 48 0 2 43 15
split_gain=0.000346086 0.000305941 0.000249026 0.000271869 0.00024326 0.000282539 0.000193857 0.000189988 0.000279986 0.000218515 0.000234005 0.000234502 0.000208543 0.000212086 0.000186928
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 -0.13927999999999999 -0.03241999999999999 0.091530000000000014 -0.36241499999999999 -0.15914499999999995 -1.0000000180025095e-35 0.085700000000000012 -0.13027499999999997 0.086950000000000013 -0.074359999999999996 -0.024814999999999997
decision_type=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 -6 -9 11 -11 13 14 -13
right_child=-2 -3 -4 -5 6 -7 -8 9 -10 10 -12 12 -14 -15 -16
leaf_value=0.00092021414900456903 -0.00085946350867293036 0.00062604313158694247 -0.00066621481580747609 -0.00063667340372634818 0.00023440760773121765 3.037048138299326e-05 -0.00062911703474373849 -0.00042302465037549785 -0.00081158756234561615 0.00080777195131374088 -0.00027616182799788746 0.00018030041431609908 -0.0003256121755822964 -0.0001228597720281172 0.0010470163545967237
leaf_weight=0.0015153682152764247 0.0010638606400444955 0.0017903424278604687 0.001312875669453816 0.0013513243940650585 0.0010515510259476446 0.0017860008815435658 0.0011030649895171713 0.0014294102719543686 0.0013335395974022309 0.001833112012898484 0.0017568989809335772 0.0010706561012151505 0.0013868722557224579 0.0013006883716482707 0.0012267995926604769
leaf_count=79 435 149 65 439 56 156 220 167 126 64 184 66 480 355 80
internal_value=0 2.64388e-05 -2.87308e-05 1.73935e-05 7.00229e-05 0.000438819 -2.02143e-05 3.39976e-05 -0.000350424 0.000125645 0.000217105 0.00034421 0.000173748 0.000366221 0.000643111
internal_weight=0 0.0212485 0.0194582 0.0181453 0.016794 0.00330137 0.0134926 0.0123895 0.00238509 0.0100044 0.00857503 0.00681813 0.00498502 0.00359814 0.00229746
internal_count=3121 2686 2537 2472 2033 235 1798 1578 182 1396 1229 1045 981 501 146
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=18
num_cat=0
split_feature=1213 3 484 457 15 52 15 49 52 3 47 15 0 16 4 2 3
split_gain=0.000289435 0.00022346 0.000195607 0.00019869 0.000240404 0.000534068 0.000295564 0.000318863 0.000203963 0.000292765 0.000317146 0.000161919 0.00020778 0.000319016 0.000224052 0.00015645 4.75919e-05
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.0068949999999999992 -0.0029299999999999994 -0.03241999999999999 0.11434500000000002 -0.055554999999999993 -0.047584999999999995 -0.07167999999999998 -0.13309499999999996 0.092710000000000015 0.097485000000000016 -0.11242999999999999 0.023255000000000001 -0.49405499999999997 0.092120000000000021 -0.089819999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 11 7 -5 -9 -10 -11 12 -6 16 -15 -16 -14
right_child=1 -3 3 4 5 -7 -8 8 9 10 -12 -13 13 14 15 -17 -18
leaf_value=-0.00067772442768551254 -0.00047846067326685735 0.00064392579579264006 -0.00046307553633197608 0.00064265899579072229 0.00067418564019689083 -0.00095959068701479669 0.00077823100030902732 -0.0004933325059332163 -0.00048473280993352919 0.00069697333353039908 -0.0001236256963930062 -0.00044555962280881249 -0.00060276095869677543 -0.00017494073618757062 0.00017327992185175875 0.00091654158581045667 -0.00019183814157461168
leaf_weight=0.0010967072207303105 0.0014366326272813234 0.001026593130833863 0.0013387010558305592 0.0016513910242095253 0.0010396632763605106 0.0011058234671974532 0.0014797513815371748 0.0013168629677896143 0.0011333315576669278 0.0017844400092420984 0.0016349003759874928 0.0010548792085525727 0.0010419083391253157 0.0012453047485321278 0.0010156303056696458 0.0010367157376605651 0.0010012288862769718
leaf_count=491 479 132 143 124 47 159 105 213 47 284 97 100 134 99 21 51 395
internal_value=0 3.12603e-05 3.03329e-07 3.67328e-05 7.48756e-05 -8.68726e-05 0.000228366 0.000120179 -2.68203e-05 0.000108119 0.000304618 4.29229e-05 0.000123684 1.65203e-05 0.000275447 0.000548729 -0.00040139
internal_weight=0 0.0213438 0.0203172 0.0188805 0.0175418 0.00854115 0.00900068 0.00752093 0.00586953 0.00455267 0.00341934 0.00743533 0.00638045 0.00534079 0.00329765 0.00205235 0.00204314
internal_count=3121 2630 2498 2019 1876 1006 870 765 641 428 381 847 747 700 171 72 529
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=12
num_cat=0
split_feature=52 15 376 48 12 1 52 13 16 16 1
split_gain=5.03657e-05 0.000139981 9.37866e-05 0.000133501 0.000192562 0.000103331 8.65074e-05 0.000154135 0.000118898 0.000116699 8.21424e-05
threshold=-0.081429999999999989 -0.053579999999999996 0.048375000000000008 -0.032929999999999994 0.095330000000000012 0.11146500000000002 0.0031350000000000002 -0.092094999999999982 -0.084119999999999986 -0.094359999999999986 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 7 -5 -8 -9 -3
right_child=2 10 -4 4 5 -7 8 9 -10 -11 -12
leaf_value=0.0024719147541585845 0.0016708039460018931 0.0010112702245146641 0.0018789829542988237 0.0014606620761561501 -0.0043949751990614017 -0.0011691177252088195 -0.0012705195188320729 -0.0037109847140348266 0.0018295638883433906 -0.00062958695298574426 -0.0019294412157747881
leaf_weight=0.0014842428914003999 0.001379130054573797 0.0010015871213534299 0.0010184546519838586 0.0010755055542496436 0.0010113512998981521 0.0011256162303046047 0.0010088245457134616 0.0010642853343144666 0.0019401622507202914 0.0017330694413984285 0.0010373843505021157
leaf_count=372 111 213 92 144 387 85 457 127 431 516 186
internal_value=0 0.000760733 -0.000241689 -0.00045061 -0.000777183 -0.0026958 -0.000176169 -0.000895905 0.00076905 -0.00180194 -0.0004849
internal_weight=0 0.00352321 0.0113564 0.0103379 0.00895881 0.00213697 0.00682185 0.00387286 0.00294899 0.00279735 0.00203897
internal_count=3121 771 2350 2258 2147 472 1675 787 888 643 399
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=11
num_cat=0
split_feature=1 4 151 457 0 13 3 4 15 43
split_gain=4.8083e-05 0.000150754 7.33522e-05 0.000132945 0.000166611 0.000132363 0.000186743 0.000115454 0.000106561 6.6954e-05
threshold=0.077565000000000009 -0.083854999999999985 0.056735000000000001 0.045365000000000009 -0.019414999999999998 -0.084154999999999994 0.088060000000000013 0.053180000000000012 -0.095869999999999983 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 8 7 -7 -2 -1
right_child=2 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00059074728476038029 -0.00035589383083429571 -0.0021896840858925447 -0.0011608760819766203 0.0022474660319003123 0.0023881561331123807 -0.0013449640501255 -0.0024176223430856124 0.0012684804068996192 0.0025385199927822379 0.0014606190849402163
leaf_weight=0.0014259365849453908 0.0010470955692287141 0.0015132970707292873 0.0013589731279273218 0.0013849889519341194 0.0011162515688697538 0.0011815025564907849 0.0018817108573094821 0.0016430382766139048 0.0010218705498167852 0.0011841016834566176
leaf_count=317 135 1283 99 164 220 455 101 146 165 36
internal_value=0 -0.000588477 0.000222661 0.000425346 0.000105555 -0.000270515 -0.000861446 0.000175279 0.00107367 0.000339901
internal_weight=0 0.00412334 0.0106354 0.00927646 0.00789147 0.00677522 0.00470625 0.00282454 0.00206897 0.00261004
internal_count=3121 1636 1485 1386 1222 1002 702 601 300 353
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=12
num_cat=0
split_feature=2 50 131 160 12 156 52 15 2 3 15
split_gain=5.15862e-05 9.71703e-05 7.42814e-05 0.000106649 0.000162633 0.000102223 9.70898e-05 0.000105805 0.000130915 0.000132564 5.32879e-05
threshold=0.13754500000000003 0.083090000000000011 0.087580000000000005 -0.085579999999999976 -0.029094999999999999 0.083310000000000009 -0.081429999999999989 -0.082809999999999981 0.086950000000000013 0.099930000000000005 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 10 -9 -10 -8
right_child=-2 -3 -4 4 5 -7 7 8 9 -11 -12
leaf_value=0.0021164245581895601 0.001325962660155493 -0.0020018925371263728 -0.0016118338303472452 -0.0020071501842533969 0.0019895097868222562 -0.0014805509568040262 0.00035410137455995819 0.0027074186846047115 -0.0012247440520507088 0.0017253850121584726 -0.0014803135661565501
leaf_weight=0.0010594616923502312 0.0010976921131053896 0.0010218970916758561 0.0010136449909850806 0.0014268246870935116 0.001563691304777624 0.001134128860892974 0.0010734785529570301 0.0011455666393035031 0.0013742707417093991 0.0011272775834925142 0.0016087454323830529
leaf_count=295 205 548 357 215 289 244 79 324 367 41 157
internal_value=0 -0.000111243 4.29864e-05 0.000188677 -6.69112e-06 0.0003095 0.000566707 0.000215198 0.000922205 0.000104678 -0.000746145
internal_weight=0 0.013549 0.0125271 0.0115134 0.010454 0.00902716 0.00789303 0.00632934 0.00364711 0.00250155 0.00268222
internal_count=3121 2916 2368 2011 1716 1501 1257 968 732 408 236
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=17
num_cat=0
split_feature=1213 160 124 4 14 157 160 3 15 47 42 47 15 0 1 48
split_gain=0.000220419 0.000197735 0.000247211 0.000278823 0.000202959 0.000245327 0.000254502 0.000223477 0.000208664 0.000308996 0.000239059 0.000198396 0.000249162 0.000197361 0.000433988 0.000198914
threshold=-1.0000000180025095e-35 -0.22361499999999998 0.091025000000000009 -0.49405499999999997 0.076975000000000002 -0.073574999999999988 -1.0000000180025095e-35 -0.074084999999999998 -0.11713499999999999 0.086010000000000017 0.081660000000000024 0.092710000000000015 1.0000000180025095e-35 -0.18113999999999997 0.094090000000000021 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 10 -10 12 13 15 -15 -9
right_child=1 2 -4 4 -6 6 7 11 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00069648070629709511 -0.00055822542808697101 -0.00066483223670183692 0.00080487919922717164 0.00070164835827585433 -0.0005443955796648679 -0.00053740767415751144 -0.00022720276108977269 0.00035647621466062802 -0.00015347076918853069 0.0012155245599160562 0.00067119386823811709 -0.00049910447399927527 -0.00054239264286616757 -6.9538786105251393e-05 0.0012409819800547977 -0.00057044274857072786
leaf_weight=0.0010739244953823354 0.0013189345323264259 0.0013213878393925028 0.0010107067512360448 0.0015503520521741301 0.0011915824317310078 0.0015506374060778325 0.0011576191216053867 0.0011716953862119794 0.0016145161189509913 0.0011125800607501568 0.0017520820542852311 0.0017854201500905123 0.0011862474850476978 0.0012635532963287338 0.0011571706477189816 0.0010487044019100722
leaf_count=491 304 140 51 304 72 342 86 49 375 57 312 105 95 117 205 16
internal_value=0 2.14773e-05 5.99487e-05 2.00354e-05 7.1624e-05 0.000116518 5.52242e-05 0.000124582 0.000357927 0.00050915 0.00027571 -4.81959e-05 8.99558e-05 0.000251581 0.000556925 -8.13116e-05
internal_weight=0 0.0211932 0.0198743 0.0188635 0.0175422 0.0163506 0.0148002 0.0132496 0.0056368 0.00447918 0.0033666 0.00761279 0.00582737 0.00464112 0.00242072 0.0022204
internal_count=3121 2630 2326 2275 2135 2063 1759 1417 830 744 687 587 482 387 322 65
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=18
num_cat=0
split_feature=1213 1374 1456 133 3 48 132 0 49 147 15 15 52 3 1 1 13
split_gain=0.000312061 0.00033202 0.000296313 0.000320142 0.000228568 0.000214367 0.000234378 0.000248732 0.000141287 0.000209054 0.000179942 0.000228084 0.000217573 0.000171092 0.00016202 0.000401786 0.000164439
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.11951500000000001 0.079970000000000013 -0.23001499999999997 0.091860000000000011 0.10271500000000001 -0.11713499999999999 -0.03241999999999999 -0.012859999999999998 -0.074084999999999998 0.077845000000000011 0.11146500000000002 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 12 13 -9 -12 16 -16 -13
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 14 -14 -15 15 -17 -18
leaf_value=-0.00095537202889750485 -0.0010053579533572899 -0.00091704896802199585 0.00049565411732153703 -0.00087760189406697756 0.00052771755509578859 -0.00068361402874811622 0.00064178952183847795 -9.6402641387661735e-06 0.00041917326907112536 -0.00083793689816140436 0.00067774747522475129 0.00037538897333706155 -0.00098144432221142783 -4.1696429920823383e-05 -0.00099499120655499986 0.00020356921679665421 -0.00031595349666139235
leaf_weight=0.0011794603981972731 0.0010105516602170175 0.0010070776910265219 0.0016573624437592411 0.0010785523995114751 0.0017090654885479886 0.0012424710241845096 0.0011948053072453049 0.0010506675899218942 0.0010029157702830119 0.0010684045013604768 0.001540622013132209 0.0016323588883827697 0.0011572082976513314 0.0016219366776201701 0.0015630347458810423 0.0011682159319885699 0.0016573683091577474
leaf_count=491 55 258 65 346 146 68 157 77 226 15 191 331 129 135 323 32 76
internal_value=0 -0.000139415 -9.84321e-05 -5.79106e-05 -1.20235e-05 -6.45629e-05 -1.74186e-05 -6.95099e-05 -0.000139086 -0.000184021 -0.00012269 -2.74133e-05 -0.000518989 0.000308776 -0.000203999 -0.000482341 2.70898e-05
internal_weight=0 0.0223626 0.0213521 0.020345 0.0192664 0.0175574 0.0163149 0.0151201 0.0134627 0.0124598 0.0113914 0.00918354 0.00220788 0.00316256 0.00602098 0.00273125 0.00328973
internal_count=3121 2630 2575 2317 1971 1825 1757 1600 1535 1309 1294 1088 206 326 762 355 407
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=18
num_cat=0
split_feature=133 3 14 48 47 50 132 42 159 43 47 4 16 48 3 0 43
split_gain=0.000291238 0.000304567 0.000243674 0.000213962 0.000225554 0.000239263 0.000268433 0.000444581 0.000307077 0.000288702 0.000354515 0.00033537 0.000349893 0.00031185 0.000304319 0.000283724 7.9585e-05
threshold=0.10622000000000002 0.16158000000000003 0.076175000000000007 0.12649500000000002 0.13206500000000002 0.083090000000000011 0.079970000000000013 -0.088934999999999986 0.091530000000000014 -0.074359999999999996 0.092530000000000015 0.0061450000000000003 -0.094359999999999986 0.085325000000000012 -0.075944999999999985 -0.11242999999999999 -0.20207499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 14 11 13 -13 15 16 -11 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00081220840901092802 -0.00079903390638928176 0.000604805277216854 -0.00072296926512619515 -0.0005721877481106221 -0.0005888819516573885 -0.00051138660535016839 0.00085082218220933366 0.00060979489147189314 -0.00051473128149541459 0.00082669066548324375 -0.00064527589548359706 0.00010649122539751389 0.0010903505519206007 -0.00079776656692815133 0.0012796052263364848 -0.00020560426785662253 2.1531338536981069e-05
leaf_weight=0.0011959983494550094 0.0010992566296728198 0.0019212248932861655 0.0011732229608993885 0.0014371063098685957 0.0012416653594926599 0.0014315074587765561 0.0012024602367316497 0.0010430838106714191 0.0013924971264450683 0.0010382447337917676 0.0012904188049881193 0.0017892000706872802 0.0016709315540525196 0.0010564799595294688 0.0011542122005591864 0.0016443945063212527 0.001162240792875302
leaf_count=207 435 149 83 63 17 428 157 20 202 29 71 121 75 73 158 516 317
internal_value=0 1.56846e-05 -3.84088e-05 2.25567e-06 4.73341e-05 9.36077e-05 0.000148981 9.05278e-05 0.000172063 0.000252774 0.000100964 0.000234722 0.000581607 -8.62801e-05 0.000636406 0.000193918 0.000299771
internal_weight=0 0.0228449 0.0209237 0.0197504 0.0183133 0.0170717 0.0156402 0.0144377 0.0132417 0.0118492 0.00848967 0.00719925 0.00346013 0.00373912 0.00335954 0.00268264 0.00220532
internal_count=3121 2686 2537 2454 2391 2374 1946 1789 1582 1380 885 814 196 618 495 545 337
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=16
num_cat=0
split_feature=1213 14 124 484 474 1 0 42 42 2 160 43 2 151 16
split_gain=0.000275816 0.000204692 0.000171434 0.000226428 0.000220765 0.000222275 0.000282762 0.000196274 0.000267547 0.000230303 0.000190283 0.00020062 0.000179606 0.000174936 0.000322609
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 0.084660000000000027 0.12577000000000002 -0.052984999999999997 0.092395000000000019 0.083995000000000014 0.089885000000000007 0.088405000000000011 0.0034250000000000005 0.079055000000000014 -0.0077149999999999988 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 9 12 11 13 -5 -11 -15
right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.00069900109231691451 0.00046931774876656152 -0.00053516834671397246 -0.00053899101710679076 -0.00012845674070984027 0.00062681272372560888 0.00088872271653103187 -4.0535034046620995e-05 -0.00047311610408848928 0.00055994754412990767 -0.00066621874940310489 0.00056166661624353726 0.00034890717187321263 -0.0008429455867908157 0.00042993873153154144 -0.00056907795411307704
leaf_weight=0.0010554546900929515 0.0018855979347659748 0.0011699742481989786 0.0012932373763776947 0.0018624137987052758 0.0012852826514049556 0.0012195273545649865 0.001356111037557616 0.0018506943649802968 0.0015466230886719981 0.0011861814638081131 0.0012786152116831123 0.0017838344135535505 0.001095825094717881 0.0014203234198643094 0.0011446855980548065
leaf_count=491 247 87 450 150 215 91 70 308 274 72 57 93 275 119 122
internal_value=0 3.4298e-05 6.72666e-05 2.58928e-05 6.87891e-05 2.32365e-05 0.000399455 -5.03446e-05 1.8783e-05 -6.68686e-05 7.47807e-05 -3.76922e-05 -0.000393126 -0.000221535 -1.58921e-05
internal_weight=0 0.0213789 0.020209 0.0183234 0.0170301 0.0157448 0.00257564 0.0131692 0.0113185 0.00977188 0.00681364 0.00553502 0.00295824 0.00375119 0.00256501
internal_count=3121 2630 2543 2296 1846 1631 161 1470 1162 888 463 406 425 313 241
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=18
num_cat=0
split_feature=1213 133 3 132 160 484 457 2 0 3 10 52 42 2 48 52 4
split_gain=0.000343226 0.000251437 0.000285298 0.000249388 0.000219759 0.000195944 0.000186811 0.000216986 0.000245105 0.000198503 0.000193203 0.000172991 0.000259224 0.000173333 0.000261839 0.00019897 0.000120439
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.081240000000000021 -0.22361499999999998 -0.0068949999999999992 -0.0029299999999999994 0.11215000000000001 -0.23051499999999997 0.11658 0.0036750000000000007 0.10347000000000002 -0.0060199999999999993 0.092120000000000021 0.084485000000000018 -1.0000000180025095e-35 -0.0039549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 -9 11 12 -10 14 15 -14 -17
right_child=1 -3 -4 -5 5 6 7 9 10 -11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.0007891665579287208 -0.00062016953579578009 -0.00066999786114209966 0.00060128265957755313 0.0006152130626954198 -0.00050437251994906666 -0.0004679410118399782 0.00085239090072289033 0.00011315608033546481 -0.00037686684331256941 -0.00071990519607769159 -0.00040159314941366357 0.0007195205984863968 -0.00011617066887503925 0.0006212581192632003 -0.00054190762940497746 0.00091235067973529228 0.00025410173767256801
leaf_weight=0.0011033806436734203 0.0012168012104382389 0.001007871528858297 0.0018173854487939503 0.0012937128411149015 0.0013947433539058867 0.0012801540118390084 0.0010121785988985695 0.0011875571976926189 0.0017195218168117423 0.0011472754202799251 0.0012891121360257144 0.0011028742761745045 0.0015855237784615705 0.0018183460836609378 0.0010129699578129703 0.0010055380430806782 0.0013004871692730985
leaf_count=491 234 373 149 171 376 104 31 179 308 22 49 61 187 194 75 59 58
internal_value=0 2.7023e-05 6.01849e-05 9.40818e-06 -3.39567e-05 8.36011e-06 5.46123e-05 0.000101783 0.000180219 -0.000296188 0.000117423 0.000187518 0.000118019 0.000244597 0.000104951 0.000273328 0.00054113
internal_weight=0 0.0221921 0.0211842 0.0193668 0.0180731 0.0168563 0.0154615 0.0141814 0.0118466 0.00233483 0.0108344 0.00954526 0.00844239 0.00672287 0.00490452 0.00389155 0.00230603
internal_count=3121 2630 2257 2108 1937 1703 1327 1223 1022 201 991 942 881 573 379 304 117
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=17
num_cat=0
split_feature=133 133 14 132 42 1 43 457 150 51 159 43 12 14 0 15
split_gain=0.000318896 0.000239064 0.000157865 0.000192878 0.000182443 0.000393537 0.000232894 0.000281154 0.000311815 0.000271808 0.000201461 0.00027363 0.000168147 0.000174443 0.00011858 9.11365e-05
threshold=0.10622000000000002 0.091410000000000005 0.076175000000000007 0.081240000000000021 -1.0000000180025095e-35 0.11507500000000002 0.084740000000000024 -0.0029299999999999994 0.080470000000000014 0.087505000000000013 0.091530000000000014 -0.074359999999999996 0.081420000000000006 -1.0000000180025095e-35 -0.060129999999999996 -0.10091499999999999
decision_type=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 10 -10 11 14 13 -13 -9 -15
right_child=-2 -3 -4 -5 6 -7 -8 8 9 -11 -12 12 -14 15 -16 -17
leaf_value=-0.0010004675508495603 -0.00080157805193594486 0.00069220309720099905 -0.0005067596885932167 0.00057132434110416911 -0.00054171213185606683 0.00018559678753777805 -0.00042826084459185302 0.00020532959702445608 0.0010081065562029398 8.0738539550273111e-05 -0.00055443192454281728 -0.00040400770210527481 -0.00047425479211563807 0.00057713880277947217 0.00081922003495031647 6.2297699973148078e-05
leaf_weight=0.0011205855653518273 0.0010112998632141037 0.0010254820418293389 0.0012482423033912662 0.0012017524487636924 0.001232762632570065 0.0011630864717675493 0.0019066475984688145 0.0012996641931597164 0.0014955398232416881 0.0011334521933532571 0.001002921364438498 0.0010485830774813465 0.0014479206119387134 0.0011997891099494173 0.0012684204296127431 0.001688825286110693
leaf_count=574 435 168 86 198 195 33 111 246 193 56 148 54 410 48 60 106
internal_value=0 2.00511e-05 -1.53725e-05 1.83107e-05 -2.07637e-05 -0.000396399 3.74947e-05 0.000106775 0.00017578 0.000608285 4.88224e-05 0.000124894 -5.80608e-05 9.49963e-05 0.00050854 0.000276138
internal_weight=0 0.0204837 0.0194582 0.01821 0.0170082 0.00228367 0.0147245 0.0128179 0.0115851 0.00262899 0.00895612 0.0079532 0.00538512 0.0039372 0.00256808 0.00288861
internal_count=3121 2686 2518 2432 2234 607 1627 1516 1321 249 1072 924 618 208 306 154
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=11
num_cat=0
split_feature=47 52 47 4 52 16 15 1 48 15
split_gain=5.42906e-05 9.18167e-05 0.000107622 0.000101471 0.00013112 0.000150649 0.000116821 0.000131249 0.000123179 9.71832e-05
threshold=0.13148500000000005 0.11434500000000002 0.10783500000000001 0.27834500000000006 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 1.0000000180025095e-35 0.083985000000000018 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -5
right_child=-2 -3 -4 9 -6 -7 7 -9 -10 -11
leaf_value=-0.0033863856208002866 -0.0016169954470727115 -0.0016803236032026515 0.0028964546038522622 0.00013259873768458534 0.0019744203387225471 -0.0029472994620123984 -0.00076110570405354516 0.0026079535997387713 1.0917156609988975e-05 0.0034644607419064039
leaf_weight=0.0011025845982730702 0.0012837316798618706 0.0016343206642202368 0.0010044693708398675 0.0012594456701065515 0.0014505579268760949 0.0015289035112517977 0.0014353269325048535 0.0015982113299286838 0.0019018485734825091 0.0010496120079193623
leaf_count=418 65 476 110 107 213 429 498 364 303 138
internal_value=0 0.000120802 0.00035952 0.000134537 -0.00025279 -0.000679742 -0.000105563 0.00101387 -0.00123585 0.00164714
internal_weight=0 0.0139653 0.012331 0.0113265 0.00901743 0.00756687 0.00603797 0.00303354 0.00300443 0.00230906
internal_count=3121 3056 2580 2470 2225 2012 1583 862 721 245
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=13
num_cat=0
split_feature=41 52 52 376 0 3 1 47 3 49 13 2
split_gain=6.07487e-05 8.35914e-05 0.000153155 7.73155e-05 7.99705e-05 0.000148795 0.000197186 0.000132134 0.000106274 0.000152859 0.000102801 7.25293e-05
threshold=0.07831500000000001 -0.081429999999999989 -0.24456499999999998 0.048375000000000008 0.12500000000000003 -0.083924999999999986 0.088975000000000012 0.092710000000000015 0.12178000000000001 -0.006494999999999999 0.10002500000000002 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 -7 8 9 -8 -3 -4
right_child=-2 3 11 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00083638847553947659 -0.0014718703820604741 0.0028002073012922341 0.0008848466309412888 0.0015008370444046959 -0.001938676849281778 -0.0031195549669868483 -0.00053090802180304198 -0.0019190331049977207 -0.0010466118825086031 0.002815365092004737 9.5802374992153569e-05 0.0032849774438586171
leaf_weight=0.0012288630239985394 0.0011261563318089038 0.0010073890154391266 0.0011005805725863961 0.0010398800322341225 0.0011974763526564911 0.0011481193935152408 0.0010367361127079366 0.0012707477932372424 0.0012015675876337339 0.0013035143181871524 0.0014509375185891016 0.0010320013362566938
leaf_count=355 151 592 243 92 50 778 90 139 107 264 114 146
internal_value=0 9.82225e-05 0.000992472 -0.000183859 -0.000366034 -0.00014235 -0.000697629 -0.000119837 0.000525685 0.00133296 0.00120403 0.00204632
internal_weight=0 0.0140178 0.00336144 0.0106564 0.00961649 0.00841901 0.00596069 0.00481257 0.00354182 0.00234025 0.00245833 0.00213258
internal_count=3121 2970 744 2226 2134 2084 1378 600 461 354 706 389
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=18
num_cat=0
split_feature=14 1213 45 474 124 159 48 49 457 0 124 43 51 1 0 4 0
split_gain=0.000274431 0.000221358 0.000168203 0.000207247 0.000194347 0.000174616 0.000219546 0.000248509 0.000240379 0.000413873 0.000260699 0.000345151 0.000248634 0.000160989 0.000132648 0.000118882 0.000252533
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081955000000000014 0.082665000000000002 -0.043384999999999993 0.094385000000000011 0.12737000000000001 0.036705000000000008 -0.0029299999999999994 -0.10607499999999999 1.0000000180025095e-35 0.084740000000000024 0.087505000000000013 0.10708500000000001 -0.14116499999999996 -0.17966999999999997 -0.076234999999999983
decision_type=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 -6 12 11 13 14 15 -10 -11 -17
right_child=-2 2 -4 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.00067967405752172394 -0.00071512049266442344 0.00058796907505329532 -0.00056180461372737659 0.00067999146090878923 -0.00072219423762263663 -0.00062527506891371231 -0.00066093361339365482 0.00068440437188741691 0.0010804194681806184 -0.0003181468681927319 0.00060027852490680161 -0.00099102391412944245 -0.00011690371595735588 -0.00053282487983420603 0.00040434735694553085 -0.00015371431598477797 0.00087486174829403524
leaf_weight=0.0010508586236373648 0.0013221181829214937 0.0015232970460556028 0.0010167590079106495 0.0014020904736934672 0.0010004060360475639 0.0010433753264344819 0.0010284526591686225 0.0015730008174590577 0.001415828821711429 0.0011279794575265152 0.0010082004173407599 0.0012877520980245777 0.0012053445923392303 0.0013684627578275377 0.0014721513566799934 0.0013387835355541918 0.0010664862482556237
leaf_count=477 101 215 59 357 115 217 58 329 79 102 27 126 36 105 53 501 164
internal_value=0 2.5697e-05 6.2986e-05 9.66661e-05 4.9822e-05 -1.61785e-06 4.20748e-05 9.42236e-05 1.86947e-05 8.43391e-05 -0.000143348 -0.000264477 0.000484701 -7.36021e-05 0.000735791 0.000104259 0.000302352
internal_weight=0 0.0209292 0.0198784 0.0188616 0.0174595 0.0159362 0.0148928 0.0138644 0.0122914 0.011291 0.00719766 0.00618946 0.00409332 0.00490171 0.00288798 0.00353325 0.00240527
internal_count=3121 3020 2543 2484 2127 1912 1695 1637 1308 1193 1025 998 168 872 132 767 665
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=11
num_cat=0
split_feature=2 16 42 49 15 2 12 15 12 12
split_gain=6.30197e-05 0.000108277 7.79869e-05 8.78183e-05 0.000182351 0.00010917 7.07723e-05 0.000228749 0.000148164 6.90465e-05
threshold=0.12358500000000001 -0.065999999999999989 0.092620000000000022 -0.0020949999999999996 -0.036009999999999993 0.088930000000000023 0.051320000000000005 -0.036009999999999993 0.090455000000000021 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -5 -8 -10
right_child=1 -3 -4 6 -6 -7 8 -9 9 -11
leaf_value=-0.0014934319159758173 0.0027957904805879234 -0.00056030246497436635 -0.0016235760309065664 -0.00069233434271109145 -0.0030605694582073028 0.0016990492928554591 -0.0022608789526763163 0.0029611839293772432 0.0021430368850015986 -0.00026073339234787953
leaf_weight=0.0010091736057780618 0.0010640614053657668 0.0010007994419553032 0.0017998411493401313 0.0017772140039557967 0.0013429843101352024 0.001334604418719576 0.001279518607475702 0.0019046901007429545 0.0011320024400963379 0.0014782309925515658
leaf_count=124 169 146 504 189 270 134 881 145 246 313
internal_value=0 0.00116915 -0.00020789 1.8431e-05 -0.000908621 0.000324445 0.000469828 0.00119767 -0.000219124 0.00078173
internal_weight=0 0.00206486 0.0130583 0.0112584 0.00368676 0.00234378 0.00757166 0.0036819 0.00388975 0.00261023
internal_count=3121 315 2806 2302 528 258 1774 334 1440 559
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=12
num_cat=0
split_feature=484 15 3 52 4 151 0 4 43 47 2
split_gain=5.34693e-05 8.068e-05 0.000158501 0.000111012 0.000100028 0.000103717 9.24503e-05 0.000187466 9.29727e-05 9.12751e-05 0.000149979
threshold=-0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.089199999999999988 -0.0016099999999999997 -0.0083949999999999979 -0.11013499999999998 -0.083854999999999985 0.055925000000000009 0.10783500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6 -5 8 -8 10 -7
right_child=1 3 4 6 5 9 7 -9 -10 -11 -12
leaf_value=-0.0014270758027072348 0.0027439182346942897 0.0012832986673596224 0.0016827115137379759 0.00060832353445131862 -0.0021165390086305244 -0.0020698809311665775 -0.00135219980270519 -0.0035396247908325018 0.0010217712335324654 0.0017904479309681263 0.0011685092023133936
leaf_weight=0.0010558529809929955 0.0011885634179482629 0.0013187750634163784 0.0013685615709083162 0.0014290723134260394 0.0010490740901423212 0.0012365925030927436 0.0018268083600148097 0.0011506272827112984 0.0011291966587112512 0.0010768099695084229 0.0011843625383622866
leaf_count=503 93 239 365 110 127 166 316 802 34 60 306
internal_value=0 9.08857e-05 0.000576596 -0.000412504 0.000141123 -0.000322882 -0.000816496 -0.00131232 -0.000445341 0.000215083 -0.000485619
internal_weight=0 0.0139584 0.00710396 0.00685448 0.0059154 0.00454684 0.0055357 0.00410663 0.00295601 0.00349777 0.00242096
internal_count=3121 2618 1117 1501 1024 659 1262 1152 350 532 472
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=12
num_cat=0
split_feature=41 2 15 3 39 2 48 0 16 4 0
split_gain=5.76354e-05 8.36845e-05 6.12206e-05 7.08316e-05 0.000127075 0.000219292 0.000151492 0.000110788 0.000188726 0.000117781 1.84676e-05
threshold=0.07831500000000001 -1.0000000180025095e-35 0.095175000000000023 0.13524500000000003 0.091820000000000013 0.11215000000000001 0.092265000000000014 -0.053834999999999994 -0.013324999999999998 -0.0016099999999999997 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 -5
right_child=-2 2 -4 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0014958491598840188 -0.0014890127547872211 0.00058524504009633182 -0.0016910415036054474 0.0018467495532751542 0.0019393434925022376 -0.0028629012926348206 0.002428413968755449 -0.0020250293727454424 0.0022321217205137421 -0.0022726768934476478 0.00054997397069346619
leaf_weight=0.0017316292804771547 0.0011234191944687897 0.0012839666482595937 0.0010083618326232552 0.0010067770688348965 0.0011096045143599237 0.0014713248592845077 0.0010174810296414948 0.0014407028174210313 0.0013410559421704153 0.0013592938581932293 0.0010046085771544542
leaf_count=177 151 833 367 104 109 222 180 177 465 283 53
internal_value=0 0.000104937 -9.50549e-05 5.07865e-05 -0.000205172 -0.000505856 3.24407e-05 -0.000416932 0.000164545 -0.000884438 0.00119906
internal_weight=0 0.0137748 0.0120432 0.0110348 0.00902343 0.00791383 0.0064425 0.00542502 0.00398432 0.00264326 0.00201139
internal_count=3121 2970 2793 2426 2269 2160 1938 1758 1581 1116 157
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=20
num_cat=0
split_feature=133 159 0 1 48 147 48 43 15 14 2 12 1 1 457 1 12 13 13
split_gain=0.000337852 0.000225726 0.000247433 0.000301635 0.000294185 0.000326509 0.000298085 0.000265902 0.000256529 0.000232302 0.000562787 0.000305254 0.000280237 0.000239386 0.0001518 0.000341292 0.000404547 9.84258e-05 6.93603e-05
threshold=0.10622000000000002 0.10519500000000001 0.051010000000000007 0.077565000000000009 -0.086869999999999989 1.0000000180025095e-35 0.12737000000000001 0.08845500000000002 -1.0000000180025095e-35 -0.22253999999999999 0.10252500000000002 0.10345000000000001 0.10723500000000001 0.086560000000000012 0.083415000000000017 0.094385000000000011 0.051320000000000005 0.043850000000000007 -0.084034999999999985
decision_type=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 9 17 -1 -6 11 13 -12 -11 15 -15 -17 -4 -10
right_child=-2 -3 7 4 5 -7 -8 -9 18 10 12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.00099603630737618467 -0.00075840232563185257 -0.0005865728851803607 -0.00019755532011942988 -0.00064627231591879442 -0.00041190160238309447 0.00075998154152891791 -0.00058989617264751989 0.00097006292297816357 0.00012754856131049202 0.00043483227867495411 0.00030737270512027379 0.00073219453318026072 0.0013318875399763006 -0.0010647052162939465 0.00025503749533048757 0.00033181210245784181 -0.0006927982435039813 0.00043088080030975984 -0.00038778136549928152
leaf_weight=0.0010170354683082423 0.0011734984587826311 0.0011591696857877814 0.0010224082184828722 0.0010597270398475809 0.0014008800407460118 0.0015176040265654231 0.001296787324864824 0.0011679363331040804 0.0010904794160476461 0.0014299027668269737 0.0010289581817490845 0.0010866969320809661 0.0011573063997443664 0.0010214620725467749 0.0010759722948898709 0.0017977657068710268 0.0013970894628292374 0.0010114158542755547 0.0010419716705923092
leaf_count=636 435 232 69 52 78 69 57 16 175 112 61 52 112 224 53 85 118 87 398
internal_value=0 2.74777e-05 6.03983e-05 -3.30596e-06 7.97031e-05 0.000133842 5.89781e-05 0.000426887 -0.000405772 0.000132815 0.000209161 2.98273e-05 0.000849703 -8.37161e-05 -0.000223821 -0.000346022 -0.000116243 0.000114964 -0.000124255
internal_weight=0 0.0227806 0.0216214 0.0184196 0.0152702 0.0142104 0.0126928 0.00320176 0.00314949 0.011396 0.00999515 0.00780889 0.00218626 0.00672219 0.00529229 0.00421632 0.00319486 0.00203382 0.00213245
internal_count=3121 2686 2454 2282 1073 1021 952 172 1209 895 817 644 173 592 480 427 203 156 573
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=11
num_cat=0
split_feature=2 50 484 42 43 0 47 4 16 1
split_gain=5.90344e-05 8.7343e-05 6.86358e-05 8.73794e-05 0.000124508 0.000157367 0.000109324 0.00016528 0.000215824 4.47199e-05
threshold=0.13754500000000003 0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.059114999999999994 0.092530000000000015 0.0052350000000000009 -0.094359999999999986 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 -6
right_child=-2 -3 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.0013969362918148033 0.0013400097396259411 -0.0018254105572662088 0.0012660629234272015 -0.00013721439345358872 -0.00041567575625616772 0.0029942420973458734 -0.0021936926106513972 -0.00032147320208347898 0.0029481713692460802 -0.0019571319550041977
leaf_weight=0.0017671838311439309 0.0011197602454297633 0.0010464159388041796 0.001461809433015355 0.0013286232760899158 0.001648488103072273 0.0011034272271849936 0.0010073060855049915 0.0019548939766801665 0.0012388908468505544 0.0012377658956856386
leaf_count=637 205 548 297 439 377 93 82 142 80 221
internal_value=0 -0.000123222 1.6497e-05 -0.000145344 8.70025e-05 0.00128354 -0.000323592 -1.37649e-05 0.000946844 -0.00107673
internal_weight=0 0.0137948 0.0127484 0.0112866 0.0095194 0.00243205 0.00708734 0.00608004 0.00319378 0.00288625
internal_count=3121 2916 2368 2071 1434 532 902 820 222 598
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=17
num_cat=0
split_feature=14 52 157 48 48 1 3 48 12 4 0 16 0 0 0 43
split_gain=0.000245217 0.000190356 0.000194884 0.000205343 0.000235366 0.000195091 0.000263626 0.000254833 0.000213321 0.000171889 0.000203525 0.000198779 0.000195185 0.00018643 0.000231893 0.000147497
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.12879500000000002 0.10493500000000001 0.11230000000000001 0.11296500000000002 -0.064549999999999982 0.098810000000000023 -0.0024449999999999997 -0.083914999999999976 0.19444000000000003 -0.23051499999999997 -0.11756999999999999 -0.10151999999999999 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 -7 10 -9 15 -11 -14 -15 -12
right_child=-2 2 3 -5 -6 6 -8 9 -10 12 11 -13 13 14 -16 -17
leaf_value=-0.00056881543190168973 -0.00061967151007618064 0.00059740584964932428 0.0006152367487086809 -0.00051963524918524108 0.00070578522123373251 0.0010973135118556763 -0.00022746959276947261 0.00050121998013543843 0.00020400640482738579 0.0002025440325595403 -0.00077766238244532805 0.00025901126289122205 -0.00099061029119157634 0.00024284593296157933 -0.00068802267364307572 -9.3188741657689625e-05
leaf_weight=0.0010557957193330523 0.001300802868947403 0.0013634287238287459 0.00105035245172136 0.0013530396230284061 0.0011521427588398045 0.0010512268765225869 0.001203270318352101 0.0014431216093398905 0.0012327890139411934 0.0010375057542546529 0.0011195957673112147 0.00173883080233872 0.0011719060513208923 0.0010174243075213307 0.0012859754652167167 0.0016575076984011181
leaf_count=314 101 235 100 70 98 154 122 480 66 33 174 64 82 74 310 644
internal_value=0 3.31937e-05 6.68623e-05 2.55622e-05 7.12057e-05 2.24948e-05 0.000324411 -6.88825e-05 0.000615154 -0.000137501 2.49317e-05 -0.000127272 -0.00035199 -0.000517539 -0.000276853 -0.000369136
internal_weight=0 0.0199339 0.0188781 0.0175147 0.0161616 0.0150095 0.00348729 0.0115222 0.00228402 0.0104719 0.00595906 0.00451593 0.00451281 0.00347531 0.0023034 0.0027771
internal_count=3121 3020 2706 2471 2401 2303 342 1961 220 1861 1362 882 499 466 384 818
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=11
num_cat=0
split_feature=4 12 0 47 3 4 52 151 12 51
split_gain=5.44581e-05 0.0001186 9.54563e-05 9.20788e-05 0.000105624 0.000181942 0.000100237 8.13277e-05 0.000133844 6.7543e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.086380000000000012 0.090900000000000009 -0.0024449999999999997 1.0000000180025095e-35 -0.00099499999999999979 0.092465000000000006 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -2 -9 -6
right_child=7 -3 -4 -5 9 -7 -8 8 -10 -11
leaf_value=-0.00083610653758499343 -0.00088839992693409871 -0.0022399321069018034 0.001553490011552991 -0.0017395634904629189 0.0026793634160787224 -0.0032549556442488452 0.0021358297385525283 0.003083931274070654 -0.00010176673347548193 0.00013044152222495891
leaf_weight=0.0014637487937912523 0.0011988317130160464 0.0014428464930690841 0.0017596999984381689 0.0018937866308687545 0.0010850195154252784 0.0010313137384457202 0.0010424483477254956 0.0013277446562264773 0.0015146542790653861 0.0011476463730044628
leaf_count=756 98 404 148 256 75 345 634 251 77 77
internal_value=0 -0.000284354 1.50619e-05 -0.000338172 0.000121768 -0.000665507 0.000400065 0.000711538 0.00138634 0.00136915
internal_weight=0 0.0108665 0.00942366 0.00766396 0.00577018 0.00353751 0.0025062 0.00404123 0.0028424 0.00223267
internal_count=3121 2695 2291 2143 1887 1735 1390 426 328 152
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=18
num_cat=0
split_feature=43 52 14 457 38 3 1 3 4 0 51 15 1 52 2 15 0
split_gain=0.00018947 0.000219444 0.000197451 0.000169673 0.000211757 0.000446497 0.000181314 0.000394428 0.000309043 0.000280924 0.000254647 0.000277318 0.000172267 0.000303708 0.000149477 0.000129276 8.8839e-05
threshold=0.24789500000000006 0.41423000000000004 0.076175000000000007 -0.0029299999999999994 1.0000000180025095e-35 0.149315 0.077565000000000009 0.12178000000000001 -0.083854999999999985 -0.10607499999999999 0.087505000000000013 -0.11713499999999999 0.10920500000000001 -0.26636999999999994 0.096540000000000015 -0.036009999999999993 -0.14794999999999997
decision_type=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 14 10 11 -8 15 -14 -5 -11 -13
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 12 -12 16 13 -15 -16 -17 -18
leaf_value=-0.00036768981713436314 -0.00058298250302846817 -0.00061286393714393424 -0.00050071631357270969 -0.00017644719502770513 -0.00047963100484280108 0.0010402977860043631 0.00012225551376554266 -0.0005543353334551721 -0.00062939246514718628 0.00010024224737789362 -3.8446702682685304e-05 0.00074037830477012296 -0.00016157428251509896 0.00087785113749515157 0.00045175765683813472 -0.00052420812413769456 0.0012745885692333559
leaf_weight=0.0014647903767029255 0.0010591421961638195 0.001005050498838699 0.0011734532589233728 0.0014496526946396427 0.0010421255280883548 0.0010144184430119765 0.0010022902626852792 0.0011627281167250212 0.0015442944433541311 0.0013720416020988344 0.0010807249045399203 0.0012870079128671774 0.0010830566121313723 0.0010371919284645655 0.0014065222793986365 0.0011473935136481189 0.0010782983566155488
leaf_count=226 188 178 90 278 60 125 62 30 920 123 36 60 45 207 35 416 42
internal_value=0 1.25926e-05 4.50859e-05 8.03299e-05 0.000119608 0.000159472 9.84851e-05 0.000198549 -0.00013461 0.000294874 0.000541383 0.000727461 5.85319e-05 0.000346896 0.000132912 -0.000184143 0.000983915
internal_weight=0 0.020351 0.019346 0.0181725 0.0167077 0.0156656 0.0146512 0.0102507 0.00440047 0.00908801 0.00444832 0.0033676 0.00463968 0.00212025 0.00285617 0.00251944 0.00236531
internal_count=3121 2933 2755 2665 2439 2379 2254 1021 1233 991 200 164 791 252 313 539 102
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=12
num_cat=0
split_feature=2 16 52 3 2 2 160 0 0 13 2
split_gain=5.20919e-05 8.62413e-05 7.46263e-05 8.76519e-05 0.000163664 0.000130667 8.96197e-05 8.23965e-05 0.000148985 0.000102564 4.58487e-05
threshold=0.12358500000000001 -0.065999999999999989 0.11434500000000002 0.13524500000000003 0.11215000000000001 0.10222000000000002 0.086075000000000013 -0.10607499999999999 -0.071924999999999989 0.0076650000000000008 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 10 -9 -10 -1
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.0020612314463537597 0.0022083968966588726 -0.00040827697444352875 -0.0016122921582390926 0.0015771598532293395 -0.002549533889011068 0.0020451873846016109 -0.0019270580810890454 -0.0022537108385028244 0.001529716684714009 -0.00067537847734334359 0.00019300008607667257
leaf_weight=0.001029518850765858 0.0010495294463914347 0.0010001248294376494 0.001298591570043855 0.0012745247781364996 0.0010753709176771495 0.0011960794422774925 0.0010752931929938897 0.0013022449966993881 0.0015044591931963076 0.001994695043800121 0.0011098767258638786
leaf_count=39 169 146 422 77 162 233 227 1233 236 60 117
internal_value=0 0.000931596 -0.000162946 -1.63434e-07 -0.000195578 7.92078e-05 -0.000214136 5.12364e-05 -0.000412518 0.000272701 0.00109203
internal_weight=0 0.00204965 0.0128607 0.0115621 0.0102875 0.00921217 0.00801609 0.00694079 0.0048014 0.00349915 0.0021394
internal_count=3121 315 2806 2384 2307 2145 1912 1685 1529 296 156
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=17
num_cat=0
split_feature=133 14 133 147 484 40 51 52 49 0 0 2 151 1 0 15
split_gain=0.000319682 0.000281919 0.000206074 0.000212124 0.000214798 0.000280227 0.000315941 0.000225877 0.000265742 0.000255039 0.000355734 0.000317571 0.000151653 0.000150686 0.000110898 6.81726e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 0.089025000000000007 -0.0068949999999999992 -0.0036699999999999992 -0.090529999999999985 -0.088204999999999992 -0.081404999999999991 -0.075359999999999996 -0.10151999999999999 0.083585000000000007 -0.0083949999999999979 0.077845000000000011 -0.053834999999999994 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 14 -8 -9 10 11 -10 -13 -11 -7 -14
right_child=-2 -3 -4 -5 5 6 7 8 9 13 -12 12 15 -15 -16 -17
leaf_value=-0.00067454872093011061 -0.00087452182458442565 -0.00069578243786742682 0.00058281841724418173 0.00062967325560763334 -0.00062210642155012162 0.0010101142854344533 -0.00067044551904414304 0.00067055520106755939 0.00059051444697982554 5.2410862884390989e-05 -0.0010838771562679383 -0.00073475528559505652 0.00024168191218166844 0.00079647914971133936 0.00029478085681627279 -0.00033298826615285186
leaf_weight=0.0011827891777638619 0.0010265264866345649 0.0012584488945359676 0.0017989227627446145 0.0013210011537858604 0.0015028378667868306 0.0010676975771718653 0.0011554290416914388 0.0015319384161980336 0.0013595451854540022 0.0017296487525317915 0.0010095927823111084 0.0012991097409056351 0.0010244299743055185 0.0011120443704956129 0.0010883763218905154 0.0010290509209965881
leaf_count=252 435 87 573 100 174 80 163 56 36 97 704 47 54 111 99 53
internal_value=0 2.73127e-05 7.46768e-05 2.21826e-05 -2.76851e-05 2.36307e-05 9.60144e-05 -9.96173e-06 6.56316e-05 -4.25851e-05 -0.000234378 -5.23695e-05 -0.000313072 0.000343588 0.000649017 -4.62998e-05
internal_weight=0 0.0204709 0.0192124 0.0174135 0.0160925 0.0149097 0.0134069 0.0112508 0.0100954 0.00856342 0.00572173 0.00471214 0.00335259 0.00284169 0.00215607 0.00205348
internal_count=3121 2686 2599 2026 1926 1674 1500 1321 1158 1102 894 190 154 208 179 107
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=17
num_cat=0
split_feature=133 14 133 160 132 133 42 13 457 151 16 4 47 1 4 1
split_gain=0.000294767 0.000249265 0.00025857 0.000194798 0.000164943 0.000252896 0.0002504 0.000198087 0.000237202 0.000416767 0.000507984 0.000244139 0.00018708 0.000175428 0.000305283 0.000160606
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.22361499999999998 0.079970000000000013 -0.0061299999999999992 0.09796500000000001 -0.083894999999999983 0.082380000000000009 -0.0077149999999999988 -0.056919999999999991 0.010840000000000001 0.090100000000000013 0.081315000000000012 0.10637500000000001 0.090475000000000014
decision_type=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 15 9 -9 12 -10 -11 -12 -15 -7
right_child=-2 -3 -4 4 -6 6 -8 8 11 10 13 -13 -14 14 -16 -17
leaf_value=-0.00058160801280194142 -0.00080646438469506899 -0.000607034379358335 0.0005928291711698898 -0.00055525812945640424 0.00058397777866137188 -0.00010265588573468072 0.00071916677699597822 -0.0011274565848255994 0.00083367905390795778 6.8296179176079177e-05 4.0221589984806168e-05 -0.00014364281220326063 0.00088461136272540005 -0.0011091235311590324 -9.1898383427555785e-05 0.00063219722159038496
leaf_weight=0.0011837570018031615 0.001020586091030797 0.001335331984052556 0.0019563949171651903 0.0016189431593727896 0.0012513731292923816 0.0010845460535822372 0.0012704424978981299 0.0010042007626411839 0.0011468032836397524 0.0014047466567800836 0.0013061302184673102 0.0012035302880732957 0.0011926220284864675 0.001455664697612713 0.0012685304119162688 0.0018469766391351894
leaf_count=204 435 87 573 682 170 78 76 75 58 128 63 42 37 254 26 133
internal_value=0 2.72151e-05 6.91536e-05 1.29796e-05 5.42501e-05 1.23035e-05 7.70834e-05 1.39158e-05 -8.78173e-05 -0.000217482 -7.96065e-05 0.000333224 0.00044312 -0.000416481 -0.000635449 0.000360331
internal_weight=0 0.02153 0.0201947 0.0182383 0.0170545 0.0158031 0.0141842 0.0129138 0.00998223 0.00763189 0.00662769 0.00235033 0.00259737 0.00403033 0.0027242 0.00293152
internal_count=3121 2686 2599 2026 1822 1652 970 894 683 583 508 100 165 343 280 211
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=12
num_cat=0
split_feature=14 147 11 52 52 16 13 2 0 16 1
split_gain=6.15179e-05 8.34417e-05 0.000122221 0.000104245 0.000151325 0.000134755 0.000209166 0.000119476 0.00015973 0.000161851 0.000103042
threshold=0.054835000000000009 1.0000000180025095e-35 0.081005000000000008 0.17829500000000004 0.10347000000000002 0.26676500000000009 -0.081224999999999978 0.11215000000000001 -0.10151999999999999 -0.094359999999999986 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 8 9 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00069160298719087195 -0.001656619389258237 0.0017196318620794854 -0.0022632273312498943 -0.0018674759200323307 0.002675688399878369 -0.0020278289249394373 -0.00057971878840798691 -0.0025393302543795385 -0.001632018813710996 0.0027761898235823044 0.0034338663967611112
leaf_weight=0.0013816423891242959 0.0010129155931674081 0.0013746859817243004 0.0011054659385667529 0.0011141034482202239 0.0011850610427169292 0.001274525314410903 0.0013561898647582726 0.0010042016146528665 0.0015971309363268966 0.001382529827495543 0.001237333177368162
leaf_count=552 110 167 145 332 211 268 77 136 844 87 192
internal_value=0 0.000104732 -7.09242e-05 0.000139218 0.000353802 5.58046e-05 0.000389469 -0.000394114 0.000102727 0.00111437 0.00198718
internal_weight=0 0.0140129 0.0126382 0.0115327 0.0104186 0.00923355 0.00795903 0.00534005 0.00433585 0.00273872 0.00261898
internal_count=3121 3011 2844 2699 2367 2156 1888 1144 1008 164 744
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=17
num_cat=0
split_feature=1213 43 52 38 3 457 151 150 16 1 3 133 43 3 47 0
split_gain=0.000304365 0.000266769 0.000237341 0.000232566 0.000303675 0.000267248 0.000183286 0.00027306 0.000229569 0.000169002 0.000393925 0.000229425 0.000341145 0.000211498 0.000154436 9.59502e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 0.41423000000000004 0.084835000000000008 0.16158000000000003 -0.0029299999999999994 0.032230000000000009 0.081835000000000019 -0.095094999999999985 0.10374500000000002 0.10732000000000001 0.084415000000000018 -0.083684999999999996 -0.075944999999999985 0.086010000000000017 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 11 13 12 -7 -11 15 -14
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.00079227844474151401 -0.00052452551398532909 -0.00069657377177808494 -0.00062334157014252664 -0.00056978076746347329 0.00087042723816185472 0.0005998996737013795 -0.00030261425731049641 0.0011611914111286953 0.00026833877200455112 0.00023177503671399457 -0.00034512828392676447 -0.00070397911993124178 -4.7160415055286794e-05 0.00095258823755718549 0.00026827302233748659 -0.00063819955118346453
leaf_weight=0.0010479335205332832 0.0014269379805205004 0.0010676590278064493 0.0010491315344720855 0.0010749209128519946 0.0011806664493371191 0.0017749250493432327 0.0017789702807008414 0.0010808390224896769 0.0015448883597336547 0.0019114262287043271 0.0014552267604521774 0.0010146184638015268 0.0010199154070496489 0.0016969540096983815 0.001102702847566972 0.0014965832056609563
leaf_count=491 212 169 177 55 133 143 101 57 166 146 38 523 89 141 79 401
internal_value=0 2.77143e-05 6.52369e-05 0.000102171 0.000141246 9.14934e-05 0.000146858 0.000203574 0.000635867 0.000104634 0.000307543 -5.56874e-05 6.62543e-05 0.00057076 -0.000195456 -0.000398656
internal_weight=0 0.0216764 0.0206087 0.0195596 0.0184847 0.017304 0.015877 0.0140981 0.00262573 0.0114724 0.00506361 0.00640874 0.00539413 0.00360838 0.0036192 0.0025165
internal_count=3121 2630 2461 2284 2229 2096 1884 1783 223 1560 325 1235 712 287 569 490
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=19
num_cat=0
split_feature=133 13 48 50 2 0 49 457 14 0 159 0 0 12 0 15 1 49
split_gain=0.0004321 0.000222498 0.000313554 0.00027503 0.000292673 0.000203776 0.000201512 0.000162825 0.000167383 0.000179164 0.000203356 0.000244112 0.000241672 0.000251753 0.000203057 0.000191578 0.000167299 6.98667e-05
threshold=0.10622000000000002 -0.23438999999999996 0.12649500000000002 0.083640000000000006 0.11548000000000001 -0.11173999999999999 0.094245000000000009 -1.0000000180025095e-35 0.076175000000000007 0.15398500000000004 0.091005000000000016 1.0000000180025095e-35 -0.10607499999999999 0.092355000000000007 -0.084044999999999995 -0.077219999999999983 0.10205500000000002 -0.047584999999999995
decision_type=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 7 -3 9 10 11 12 15 14 -14 17 -16 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-4.2147719064801105e-05 -0.0010106545221731248 -0.00066195783382182291 -0.00081813749796943612 -0.0006738314641117891 0.00076547961938040559 0.00092587514486897385 0.00075616293610381794 0.00044607044313967309 -0.00064404911443163718 -0.00053724491640999063 -0.00046595997805494194 0.00097362081951526285 -0.00052642424055905461 -0.00085222484809112744 0.00088395064394083467 0.00094492190546750343 -7.8502324234888899e-05 -0.00015349289903675379
leaf_weight=0.0011042884700720457 0.0011945563445070881 0.0010932328579256615 0.0013332829894476808 0.0014461447222015996 0.00173605064846273 0.0014866827510661143 0.0010207526288330349 0.0011378100101395727 0.0010036668583601758 0.0012167287209012842 0.0013387477049403721 0.0011722068089485361 0.0010057008514483415 0.0010794174244112553 0.0010596592878404764 0.0014342052506872713 0.0010454293675938864 0.0011274946430428479
leaf_count=82 435 135 66 440 236 75 187 51 64 35 173 119 398 188 288 66 40 43
internal_value=0 4.36845e-05 -1.95218e-05 3.99059e-05 0.000102571 0.000513298 2.44689e-05 -2.99909e-05 2.47498e-05 8.25296e-05 0.000155034 0.000246776 0.000138786 -0.000141929 0.000104537 0.000456734 0.000405977 0.000147654
internal_weight=0 0.0218415 0.0192505 0.0179172 0.0164711 0.00259097 0.0147351 0.0137143 0.0126211 0.0116174 0.0104007 0.00906192 0.00788972 0.00419021 0.00311079 0.00369951 0.00210509 0.0022653
internal_count=3121 2686 2529 2463 2023 157 1787 1600 1465 1401 1366 1193 1074 914 726 160 328 94
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=18
num_cat=0
split_feature=1213 14 3 1 12 3 49 13 457 14 0 48 3 2 1 3 3
split_gain=0.000314733 0.000213172 0.000213021 0.000395894 0.000360517 0.000342065 0.000284599 0.00026546 0.000197995 0.000252083 0.000458121 0.000251849 0.000127967 0.000127459 0.000123025 0.00018741 7.92804e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.083060000000000009 0.12958500000000003 0.084100000000000022 -0.097604999999999983 -0.016249999999999997 -0.010384999999999998 -0.0029299999999999994 -1.0000000180025095e-35 -0.043914999999999989 0.086425000000000016 0.14121000000000003 0.087015000000000023 0.094715000000000008 -0.14847999999999997 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2 -4 -10 11 16 -12 -8 15 -9 -11
right_child=1 -3 8 -5 5 -7 13 14 9 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00087808360877577392 0.00095690920126974657 -0.00062143625448749309 -0.00077174462157439101 0.0011164040665436839 0.00073756299147893539 -0.00079460990715491189 0.00014061313219576645 0.00041402555945246222 -0.00065831636582440586 0.0011251594133755147 -0.00090111580097381253 1.169567015812303e-05 -0.0001127912719575357 -0.00058283811399215265 0.00059224940045339331 -0.00051532893831102015 0.0004995952439413525
leaf_weight=0.0010129801246532002 0.0016571051917563251 0.0011913429432037761 0.0010404918746313996 0.0011505022399188958 0.0012088071847333737 0.0015926640407675366 0.0012938104151866683 0.0011283721246400091 0.0013272811353335356 0.0010759495244201389 0.0010125665186802024 0.0018974370314257527 0.0011243910999862994 0.0012282766746821161 0.001184831883225268 0.001117348002675822 0.0010221395751359719
leaf_count=491 283 87 44 116 42 1270 59 26 73 34 71 68 21 172 98 79 87
internal_value=0 3.96348e-05 7.88913e-05 0.000221012 0.000122066 -0.00017055 9.58515e-05 0.00042825 -0.000114416 -2.27312e-05 0.000114831 0.000436354 -0.000486327 -0.000211713 0.000172884 -4.83706e-05 0.000820399
internal_weight=0 0.0212533 0.020062 0.0115617 0.0104112 0.00532356 0.00373089 0.00508766 0.00850026 0.00745976 0.00613248 0.00399553 0.00213696 0.00252209 0.00343055 0.00224572 0.00209809
internal_count=3121 2630 2543 2145 2029 1543 273 486 398 354 281 189 92 231 203 105 121
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=20
num_cat=0
split_feature=1213 133 133 4 11 160 43 2 1 1 2 52 51 0 1 42 0 42 0
split_gain=0.00037063 0.000329126 0.000263046 0.000160562 0.000298447 0.000224519 0.000245367 0.000318938 0.000308309 0.000246476 0.000244051 0.000266828 0.000166147 0.000350673 0.000129981 0.000128616 0.000124419 0.00018401 9.85725e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.50822500000000004 0.088215000000000002 -0.22361499999999998 -0.070064999999999975 0.096015000000000017 0.13686500000000004 0.12656000000000003 0.11448000000000001 -0.087769999999999987 0.08955500000000001 -0.23001499999999997 0.10871500000000002 1.0000000180025095e-35 -0.053834999999999994 0.090310000000000015 -0.10151999999999999
decision_type=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 -2 7 16 9 10 11 -8 13 -13 18 -4 17 -7 -15
right_child=1 -3 15 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0008546164336636666 -0.00064266935392354554 -0.00077564854624509515 0.00089316905343746872 0.00057373899963832683 -0.00078124852952796424 -0.0001524918211297718 -0.00086612216478680441 0.00096862305096701799 0.00063360439785131641 -0.00083469618811896778 0.00052609916289021166 0.00077384219900970472 -0.00058956576485053968 0.00030148670930002812 -0.00060112479868664045 0.00016858360795598428 -0.00029889831146813679 0.00069866149172640986 -0.00023074950810977741
leaf_weight=0.0011098775938707941 0.0010418107187562522 0.0010777347653669672 0.0011618729052176721 0.0010536377799012361 0.0010777817287752614 0.0010325951743345718 0.0010341589579284131 0.0013350438638065343 0.0012827386738010491 0.0010144666187192905 0.0013268306975841582 0.0011681975613555507 0.0010608116363212683 0.0013772778043630264 0.0010449242361003641 0.0010122840880459893 0.0011033308101247022 0.0012278505383243044 0.0017382460865972274
leaf_count=491 158 373 114 120 91 178 168 114 56 33 96 40 71 90 23 464 42 71 328
internal_value=0 2.53512e-05 6.62761e-05 1.00221e-05 -2.32226e-05 2.54414e-05 6.96447e-05 0.00035408 -5.13324e-05 -0.000141307 -6.09203e-05 -0.000165839 -5.24952e-05 5.44233e-05 -0.00014758 0.000555803 0.000110176 0.000309846 4.53584e-06
internal_weight=0 0.0221716 0.0210939 0.0189197 0.0178661 0.0167883 0.0157465 0.00469882 0.0110477 0.00976491 0.00875045 0.00742362 0.00638946 0.00532865 0.00416045 0.00217416 0.00336378 0.00226045 0.00311552
internal_count=3121 2630 2257 1679 1559 1468 1310 405 905 849 816 720 552 481 441 578 291 249 418
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=18
num_cat=0
split_feature=1213 43 52 38 457 124 151 3 4 150 474 3 1 12 42 1 48
split_gain=0.000314452 0.000274581 0.000284957 0.000274306 0.000327623 0.000286507 0.000285143 0.000270853 0.000256142 0.000230754 0.000186673 0.000310215 0.000427488 0.00038327 0.000339696 6.26109e-05 5.99398e-05
threshold=-1.0000000180025095e-35 0.24789500000000006 0.41423000000000004 0.084835000000000008 -0.0029299999999999994 -0.043384999999999993 0.056735000000000001 0.14121000000000003 -0.27825499999999997 0.081835000000000019 0.083855000000000013 0.10893000000000001 0.12958500000000003 0.092355000000000007 0.083995000000000014 0.090475000000000014 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 10 11 12 13 14 15 -10 -11
right_child=1 -3 -4 -5 5 6 -8 -9 9 16 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00077684224898623639 -0.00050153142572232907 -0.00065667235779188853 -0.00065694223668537506 -0.00062507958449239454 0.00080758667128612435 -0.00034581561260740867 -0.00041706760265851751 0.00075015902512558415 -0.0003004958916836403 0.0008922349653453025 0.00069325857780398021 -0.00067839763329529421 0.00097118997655510969 -0.00053838903384455098 0.00089419331978379856 0.00017292303241951348 0.00041065945807427872
leaf_weight=0.0010446502212599065 0.0014920006549349876 0.0011419550626277494 0.0010650839638832723 0.0010059110267828233 0.0014334323294536077 0.0019154905457843202 0.0016720855682955662 0.0016521007933810736 0.0010834315878460524 0.0010241546575588964 0.0010077969725217351 0.0010572594116950995 0.0010906093269595629 0.0018354933678747937 0.0011724410039737412 0.0012024373888884221 0.00108682235484725
leaf_count=491 223 169 177 55 205 176 80 115 305 110 134 24 55 395 314 53 40
internal_value=0 2.52426e-05 6.2687e-05 0.000101532 0.000140564 0.000196154 0.000140683 0.000206694 0.000134727 0.00022189 0.000116357 3.82291e-05 0.000156903 -1.08539e-05 0.000269135 -5.1463e-05 0.000644299
internal_weight=0 0.0219385 0.0207966 0.0197315 0.0187256 0.0172336 0.0158001 0.014128 0.0124759 0.0105604 0.00844947 0.00744167 0.00638441 0.0052938 0.00345831 0.00228587 0.00211098
internal_count=3121 2630 2461 2284 2229 2006 1801 1721 1606 1430 1280 1146 1122 1067 672 358 150
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=20
num_cat=0
split_feature=1213 43 43 2 52 38 124 4 13 3 2 15 484 4 15 0 1 48 0
split_gain=0.000349387 0.000277637 0.000269164 0.000287218 0.000270992 0.000293363 0.000370307 0.000207177 0.000227324 0.000368202 0.000364577 0.000312479 0.000250212 0.000223796 0.000209202 0.000183702 0.000143679 0.000141991 0.000187489
threshold=-1.0000000180025095e-35 0.24789500000000006 0.12450000000000001 0.14530500000000005 0.25317500000000004 1.0000000180025095e-35 -0.082254999999999981 -0.49013999999999996 -0.083364999999999981 0.12178000000000001 0.11585500000000001 0.024640000000000006 0.068975000000000009 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999 0.086560000000000012 0.092065000000000022 -0.084044999999999995
decision_type=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 -2 -8 17 10 11 12 13 16 15 -15 -10 18 -9
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0007643065270188027 0.00087609682910196821 -0.00063900946725071388 0.00075313663744255963 0.00071256657557214375 -0.00058618974587093661 -0.00065977790154687075 -0.00055019555803591138 0.0001656021581404632 1.6697106359273818e-05 -0.00065409732174558175 0.00087561836736581083 -0.00060056597025806287 0.00075074230207298998 -0.0005410819001695112 0.00053454543324830581 0.0001917022941541868 -0.00065777335439648303 -3.0025808929087406e-05 0.00099044226945581423
leaf_weight=0.0011659618563028681 0.0010602601615738996 0.0011887417187377977 0.0010342283590872295 0.0011198328589277695 0.0015124767212041914 0.0011381474726401821 0.0011523362339200737 0.001022638996631714 0.0011792809744900559 0.0015712185728311576 0.0010026050950957275 0.0014945426525663505 0.0010027389777146345 0.0010095539624570549 0.0019512427394529699 0.0019994318497780911 0.0013043247149978066 0.0010298243139747476 0.0011458302381767071
leaf_count=491 143 169 54 127 285 48 137 320 134 35 116 415 102 43 120 58 142 87 95
internal_value=0 2.07e-05 5.5201e-05 2.19314e-05 -1.5655e-05 2.96094e-05 7.33801e-05 2.2917e-05 6.49464e-05 -2.01991e-05 7.08113e-05 -1.0357e-05 9.4075e-05 5.6171e-06 0.000177426 -5.41564e-05 -0.000337517 0.000398121 0.000601452
internal_weight=0 0.0239193 0.0227305 0.0216963 0.0205765 0.019064 0.0179258 0.0168656 0.0157132 0.0125149 0.0109437 0.00994112 0.00844657 0.00744383 0.00496023 0.00300899 0.00248361 0.00319829 0.00216847
internal_count=3121 2630 2461 2407 2280 1995 1947 1804 1667 1165 1130 1014 599 497 221 101 276 502 415
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=13
num_cat=0
split_feature=43 3 47 42 133 15 48 150 49 15 1 15
split_gain=7.7168e-05 8.34316e-05 0.000102147 0.000124725 0.000111513 0.000167013 8.53117e-05 0.000179035 7.84927e-05 0.000135136 0.000288808 7.51174e-05
threshold=0.18116500000000002 0.16158000000000003 0.13148500000000005 0.097315000000000026 0.083950000000000011 0.079055000000000014 -0.032929999999999994 0.102565 0.082865000000000008 -0.094549999999999981 0.083835000000000007 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 11 -11 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.0018193127986287506 -0.0019820310179474326 0.0020336556796887177 -0.0022514510887512783 0.0023491387191062522 0.0019300348270188867 -0.0030348895794228034 -0.00032698515623650948 -0.0031261292455551453 0.0019163421760437312 0.00076682255331814761 -0.0038509386424058606 0.0021941319701736565
leaf_weight=0.0011656896175615879 0.0010033880010062802 0.0011254932195565179 0.0010363863374372459 0.0012368793510205362 0.001283179139913799 0.0011152895662746585 0.0011916859903770421 0.0010441008412724884 0.0011080200441346208 0.0016310424085001461 0.0013103603109588247 0.0013548887040748022
leaf_count=94 208 148 48 381 744 642 108 62 188 135 299 64
internal_value=0 0.000117835 -4.21534e-05 0.000141888 -0.000101778 -0.00036457 -2.63634e-05 -0.000307968 0.000138128 -0.000220893 -0.00129034 0.00101436
internal_weight=0 0.014603 0.0134775 0.0124411 0.0112043 0.00992108 0.00880579 0.0076401 0.006596 0.00548798 0.0029414 0.00254657
internal_count=3121 2913 2765 2717 2336 1592 950 856 794 606 434 172
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=11
num_cat=0
split_feature=1 12 4 0 1 47 43 16 457 0
split_gain=7.15073e-05 9.92531e-05 9.84642e-05 0.000131117 0.0001406 0.000131613 0.000125661 0.000169278 0.00010066 0.000159301
threshold=0.13686500000000004 0.12477500000000001 -0.49405499999999997 -0.060129999999999996 0.08592000000000001 0.092530000000000015 0.084740000000000024 0.064860000000000015 0.045365000000000009 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -5 9 -6
right_child=-2 -3 3 6 5 -7 -8 -9 -10 -11
leaf_value=-0.0025284560637947331 0.0016747058832913778 -0.0027521486469977386 -0.0024651435600559768 0.0051684420002206096 -0.0015540064055170639 -0.0020407077977903903 -0.00074101208054756773 0.00069375222338001951 0.0029031169797202779 0.001907624301652899
leaf_weight=0.0010143787451575301 0.0015845797684673557 0.0010095719164544556 0.0017937867148749669 0.0010536470267198403 0.0019085328189034634 0.0014447072115788273 0.0011558965058375836 0.0013852547062754017 0.0012563856091824532 0.0018563963327105359
leaf_count=149 169 78 1549 125 102 181 41 128 123 476
internal_value=0 -0.000211866 -1.25811e-05 0.000202698 -0.000381038 0.000197129 0.00154395 0.00262689 0.000840989 0.000152841
internal_weight=0 0.0138786 0.012869 0.0118546 0.00825981 0.00646602 0.0035948 0.0024389 0.00502131 0.00376493
internal_count=3121 2952 2874 2725 2431 882 294 253 701 578
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 52 4 0 4 43
split_gain=6.21683e-05 9.04803e-05 0.000102915 0.000109057 0.000199975 0.000109876 9.6199e-05 7.61616e-05 0.000175837 0.000104016
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.089199999999999988 0.033845000000000007 -0.11013499999999998 -0.083854999999999985 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6 -7 9 -9
right_child=1 2 3 5 6 7 -8 8 -10 -11
leaf_value=-0.0014068823833838216 0.0014116719196273348 -0.0016765865906670321 0.0028334712684708013 0.0011704500914902622 0.00093101571555193941 0.00044832802653239315 -0.0012623606955033885 -0.0012478282996042801 -0.0031464569356113841 0.0010388735718985949
leaf_weight=0.001072421160386759 0.00166049573412451 0.0013072073974736637 0.0012948653776484985 0.0013744600010159895 0.0017043632325782166 0.0014817589936833601 0.001252433467372624 0.0019011625485609888 0.0011431661037983008 0.0011541707020175096
leaf_count=503 232 187 351 239 225 110 122 316 802 34
internal_value=0 9.31758e-05 -8.03955e-05 0.000104151 0.000864304 -0.00035397 1.95014e-06 -0.000722836 -0.00113617 -0.000384013
internal_weight=0 0.0142741 0.0126136 0.0113064 0.00425166 0.00705472 0.0029568 0.00568026 0.0041985 0.00305533
internal_count=3121 2618 2386 2199 698 1501 347 1262 1152 350
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=17
num_cat=0
split_feature=133 133 160 1 14 11 3 2 43 3 0 16 52 151 16 15
split_gain=0.000391193 0.000269024 0.000151344 0.000212158 0.000346305 0.000191948 0.000307593 0.000369931 0.000244451 0.000374583 0.000338511 0.000239881 0.000226612 0.000130572 0.000130178 0.000120825
threshold=0.10622000000000002 0.083950000000000011 -0.22361499999999998 0.13686500000000004 0.018475000000000002 0.088215000000000002 -0.12018999999999998 0.089885000000000007 -0.070064999999999975 -0.075944999999999985 -0.10151999999999999 -0.27167499999999994 -0.066844999999999988 -0.0064299999999999991 -0.022939999999999999 -0.098289999999999975
decision_type=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 -8 11 -10 13 -13 -3 -14
right_child=-2 14 3 -5 -6 -7 8 -9 10 -11 -12 12 15 -15 -16 -17
leaf_value=-0.00052941963322414157 -0.00086499901569260312 0.00088934496647970066 -0.00023478467664854327 0.00047396712204292432 -0.00087941608446182908 -0.00058252283420610418 -0.00019743198155792489 0.00086916545505548318 -0.0005333217498252504 0.00081744026812433936 -0.00079983064407044668 0.00015396210347731062 0.00014122680976490158 -0.00056255169755085638 0.00016696542568627078 0.00084929789422031265
leaf_weight=0.0011843840848358841 0.0011049722631030065 0.001118023311249175 0.0010214590898591754 0.002009673395327558 0.0010125139348036152 0.0010862623915777201 0.0016628594583242839 0.0019498799013639712 0.0015580239980286237 0.0015533437304589013 0.001614499924923565 0.0011950500596888958 0.0010704232682273163 0.0010596292755256087 0.0010859812377244362 0.0010583684669214196
leaf_count=218 435 231 46 114 76 81 286 97 98 119 805 32 47 42 349 45
internal_value=0 4.19019e-05 -1.50038e-05 1.9125e-05 -3.85739e-05 1.88351e-05 6.63653e-05 0.00048966 -5.03938e-05 0.000292725 -0.000196442 -3.24816e-05 0.000145533 -0.000182777 0.000533406 0.000493258
internal_weight=0 0.0212404 0.0190364 0.017852 0.0158423 0.0148298 0.0137435 0.00297134 0.0107722 0.0032162 0.00755599 0.0059415 0.00438347 0.00225468 0.002204 0.00212879
internal_count=3121 2686 2106 1888 1774 1698 1617 143 1474 405 1069 264 166 74 580 92
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=16
num_cat=0
split_feature=133 38 3 51 48 159 52 4 1 16 47 43 2 4 48
split_gain=0.000365178 0.000258908 0.000437995 0.0003248 0.000325211 0.000191819 0.000238629 0.000273604 0.000354402 0.000208555 0.000183549 0.000180025 0.000147054 0.000177926 5.00027e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.091005000000000016 0.11434500000000002 -0.080924999999999983 1.0000000180025095e-35 0.15273500000000004 0.11939500000000002 -0.074974999999999986 0.089775000000000008 0.053180000000000012 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 -9 -1 11 -10 13 -13 -14
right_child=-2 -3 -4 4 -6 -7 -8 8 10 -11 -12 12 14 -15 -16
leaf_value=0.001104483505582853 -0.00098239311592325258 -0.00080759764882149877 0.0010318380433928837 -0.0010542272461408664 9.7466260126293205e-05 -0.00043157233116056698 -0.00043200847350100972 -0.00078801202272293024 0.00082956287083673893 0.00024285840856874661 -0.00034649801550811616 -0.00060789703297072569 0.00027566302360623317 0.00028397368513229869 0.00082042484639804707
leaf_weight=0.0017846403615611435 0.0010835480856012233 0.0010078615844590902 0.0014121978481333999 0.001547821191623249 0.0014299416228401585 0.0016773514392907562 0.001648403404845831 0.0011500135218184731 0.0018219332474261399 0.0016289109139295821 0.0013257775230754998 0.0011206996397788438 0.0010357298127180031 0.0017169935113039367 0.0010077897685647486
leaf_count=397 435 60 134 234 85 266 233 600 207 119 41 152 83 52 23
internal_value=0 5.37599e-05 9.65076e-05 2.66055e-05 -0.000501176 0.000125336 0.00019093 0.000272475 0.000115966 0.000693325 0.000245446 0.000362523 0.000188199 -6.82558e-05 0.00054432
internal_weight=0 0.0213161 0.0203082 0.018896 0.00297776 0.0159182 0.0142409 0.0125925 0.00917894 0.00341355 0.00802892 0.00670315 0.00488121 0.00283769 0.00204352
internal_count=3121 2686 2626 2492 319 2173 1907 1674 1158 516 558 517 310 204 106
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=12
num_cat=0
split_feature=14 124 40 48 2 51 52 0 160 15 16
split_gain=7.7694e-05 7.09125e-05 9.4786e-05 0.000147559 0.000199697 0.000141351 8.75739e-05 0.000156787 0.000144906 9.46562e-05 9.15081e-05
threshold=0.057600000000000005 -0.043384999999999993 -0.041534999999999996 0.12230500000000001 0.11548000000000001 -0.090529999999999985 -0.085984999999999992 0.089620000000000019 -1.0000000180025095e-35 -0.095869999999999983 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -10 -11
right_child=-2 2 3 -5 -6 6 7 -9 9 10 -12
leaf_value=0.0017125367658497597 -0.0019076958258532318 -0.0021161049017112948 0.0019713945334750432 -0.0023772749505079072 0.0028137176085861167 -0.0022918000387288739 -0.0017814581662198281 -0.0023590200757562102 -0.00038014040472313148 0.0028033963340489817 0.00033123208449271967
leaf_weight=0.0012639388206497669 0.0010018976277075256 0.0010005609103561569 0.0015350563223539776 0.0010559064136380922 0.00144929044562045 0.0010154531648555037 0.0012047825567856598 0.0012386156719209618 0.001684521724047738 0.0016695671127063463 0.0013358605659435545
leaf_count=252 107 122 267 76 268 315 564 46 155 160 789
internal_value=0 0.000119579 -3.30713e-05 0.000137918 0.000376468 1.17082e-05 -0.000357454 -8.20941e-05 0.000396339 0.000955785 0.00170456
internal_weight=0 0.0144536 0.0131896 0.0121891 0.0111331 0.00968386 0.0081488 0.00713335 0.00589473 0.00468995 0.00300543
internal_count=3121 3014 2762 2640 2564 2296 2029 1714 1668 1104 949
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=11
num_cat=0
split_feature=1 150 150 151 4 2 15 16 16 52
split_gain=6.29416e-05 9.10104e-05 0.000101754 0.000168863 0.000158316 0.00014283 0.000133283 9.61989e-05 0.000137255 0.000114646
threshold=0.13686500000000004 0.116995 0.081835000000000019 -0.030624999999999996 0.40473500000000007 0.090675000000000019 -0.10203999999999998 -0.084119999999999986 0.058835000000000005 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -5 -8 -9 -10
right_child=-2 -3 5 4 -6 -7 7 8 9 -11
leaf_value=-0.0028465494383455516 0.0012422841941006325 -0.0020566826614277201 -0.00036184923210957367 -0.0021778129803709484 0.0021910692518813651 0.0030512010591557952 -0.0012506396631435039 0.0019706273470367634 -0.0013608817242678258 0.0011880693777160632
leaf_weight=0.0010117426236194446 0.0015839080683573538 0.0010242623660851611 0.001100900011799113 0.001422804108343262 0.0012635195868014914 0.0010584126043718944 0.0018276788499247557 0.0018384741325771104 0.0018728149333650697 0.0013267228171251755
leaf_count=248 169 100 170 210 127 122 574 910 423 68
internal_value=0 -0.000154277 -1.12465e-06 -0.000269353 3.62191e-06 0.0013111 -0.000329838 5.31249e-05 0.000526102 -0.000303932
internal_weight=0 0.0137473 0.0127231 0.0105638 0.00955201 0.00215931 0.00828849 0.00686569 0.00503801 0.00319954
internal_count=3121 2952 2852 2560 2312 292 2185 1975 1401 491
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=11
num_cat=0
split_feature=2 475 4 12 42 42 15 15 15 16
split_gain=6.02846e-05 8.16707e-05 0.000146314 0.00012436 0.00010767 0.000151288 0.0001694 0.000104867 0.000193948 1.54095e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 -0.082514999999999991 0.091735000000000025 0.083995000000000014 0.024640000000000006 -0.016799999999999995 -0.074054999999999996 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 6 7 8 -5 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00041792616511839985 -0.0014404113106859661 -0.0021285724287681525 0.0016114090863077904 0.00086848921315788182 -0.0014972451428097817 0.0023203052425358368 -0.0017154251609381647 0.0014836147653355556 -0.0021545780519620964 0.0014270811659922119
leaf_weight=0.0010111683991183631 0.0014555289492110641 0.0010524799892230345 0.0016374737072905573 0.0019566081105846095 0.0014104063228099102 0.0010112081662202906 0.0015989230300905172 0.001966081214048062 0.0011090893575722294 0.0010075973324048812
leaf_count=82 482 125 227 294 477 516 578 115 108 117
internal_value=0 -0.000150015 9.93807e-06 -0.000249579 -3.11152e-05 0.000239477 -7.78579e-05 0.000442504 -0.000225178 0.000921611
internal_weight=0 0.0131978 0.0117423 0.0101048 0.00905232 0.00764191 0.0066307 0.00503178 0.0030657 0.00201877
internal_count=3121 2922 2440 2213 2088 1611 1095 517 402 199
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=17
num_cat=0
split_feature=133 1213 12 14 132 133 457 150 484 160 1 47 160 1 0 52
split_gain=0.000421555 0.000296423 0.000246454 0.000428685 0.000202471 0.000177255 0.000175955 0.000232978 0.00020392 0.000172513 0.000216606 0.000297034 0.000198672 0.000164473 0.000166586 0.000210099
threshold=0.10622000000000002 -1.0000000180025095e-35 0.12757000000000002 0.062655000000000016 0.081240000000000021 0.083950000000000011 0.045365000000000009 0.11456000000000001 -1.0000000180025095e-35 0.069910000000000014 0.13146500000000003 0.092530000000000015 -0.098904999999999979 0.10727500000000002 -0.10151999999999999 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 10 11 12 -10 14 -14 -16
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 -17
leaf_value=-0.00066695195611133425 -0.00080420543427628117 -0.00061677413969345575 0.00072264033662408969 -0.00080068840024239904 0.00061018334794081302 0.00048473346939213811 0.0006127620300246788 -0.00019776456576111118 -0.00045775566964560081 -0.00045386506198898005 0.00047041894262004512 -0.0004985374788433948 0.00074980643137695466 -0.00012219734982034819 -0.00028385864478524647 0.00049547370247534912
leaf_weight=0.0010256899419539408 0.001128930802110322 0.0010826932770817222 0.0010103524422278012 0.0010382915400541917 0.0012541784108773815 0.0015497908836925233 0.0017554317446384351 0.0010132723460181126 0.0010021204436421191 0.0013842373338295863 0.0018457975659842982 0.0019605753780350399 0.0012829243560789037 0.0019964400983134567 0.0011126216666634018 0.001434744131490806
leaf_count=429 435 190 60 82 168 545 107 47 134 78 104 130 55 96 383 78
internal_value=0 3.93407e-05 7.42981e-05 4.10687e-05 8.78691e-05 5.02657e-05 7.83989e-06 0.000316131 -5.73071e-05 -6.91125e-06 5.12624e-05 -3.67613e-05 9.58155e-05 0.000191022 0.00035428 0.000155082
internal_weight=0 0.0217492 0.0207235 0.0197131 0.0186748 0.0174206 0.0158709 0.0027687 0.0131022 0.0120195 0.0106352 0.00878943 0.00682885 0.00582673 0.00383029 0.00254737
internal_count=3121 2686 2257 2197 2115 1947 1402 154 1248 1058 980 876 746 612 516 461
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=12
num_cat=0
split_feature=484 1 43 3 133 16 4 16 16 49 12
split_gain=6.10736e-05 8.87991e-05 0.000115474 0.000156995 0.0001525 0.000187855 0.000137089 9.90013e-05 0.00011889 0.000114786 6.95879e-05
threshold=-0.0068949999999999992 0.13686500000000004 -0.074359999999999996 -0.077774999999999983 -0.0061299999999999992 -0.5315899999999999 0.181285 0.15273500000000004 -0.032969999999999992 -0.043469999999999995 0.085700000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 -6 7 8 9 -7 -2
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0014834114693246471 0.001227693474362789 0.0016055189565197441 -0.0027959777975578529 0.0023983144578748989 -0.0024576987489895296 0.0010702776751559172 0.0021632489597488151 -0.0018778611539933573 0.0020066607917867763 -0.0016428186600293366 -0.00086430322387136976
leaf_weight=0.0010613173019635826 0.0010005189549163185 0.0014360918352989633 0.0010367079437216759 0.00155501184201469 0.001227703489815826 0.001119002485949319 0.0012454308981719175 0.0011128205117208884 0.0011382830351846446 0.0014629304951730773 0.0018270646340558944
leaf_count=503 177 162 687 270 75 51 82 180 147 322 465
internal_value=0 0.000102478 -6.71426e-05 0.000770913 -0.000507381 -0.000182641 0.000276865 -0.000209239 0.000289892 -0.00046697 -0.000124066
internal_weight=0 0.0141616 0.0127255 0.0043826 0.00834288 0.00730617 0.00607847 0.00483304 0.00372022 0.00258193 0.00282758
internal_count=3121 2618 2456 912 1544 857 782 700 520 373 642
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=18
num_cat=0
split_feature=1213 38 12 50 47 131 4 160 2 12 150 1 150 12 16 15 160
split_gain=0.000305838 0.000221417 0.000297532 0.00023642 0.000338732 0.000290928 0.000226529 0.000280934 0.000191766 0.000157151 0.000154072 0.000288472 0.000372216 0.000148564 0.000255224 8.40251e-05 8.40197e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.010834999999999999 0.10647500000000001 0.11893500000000001 0.080385000000000012 0.0052350000000000009 0.086075000000000013 0.094835000000000017 0.098810000000000023 0.12187000000000002 0.111945 0.082565000000000013 0.09141500000000001 -0.076354999999999992 -0.10203999999999998 -0.027994999999999996
decision_type=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 -2 13 11 12 15 14 -4 -8 -16
right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.0008661337174671618 0.00019795752474141825 -0.00068145169393736299 0.00065320856236965883 -0.00077370868315697209 -0.00087163126789141098 -0.00070931532520688797 -0.00038813120390175876 -0.00075078475963013972 0.001067919916072497 -0.00046277545112737966 -0.00010642619536915862 0.0010911040214674156 0.001089046561362164 0.00068924388697429173 0.00011391478976794503 0.00023106234011928504 -0.00049598095598956456
leaf_weight=0.0010756651073355874 0.0016059313624605239 0.001111623467749733 0.0012974412530402761 0.0010267318081044604 0.0010294193912112051 0.0011029774669232282 0.0012785476899425663 0.0012101882535997255 0.0011856221174077822 0.001060355529577367 0.0013088917660323274 0.001636387411459328 0.0010044440031902191 0.001390555850707631 0.0010381495973284249 0.0010953728847511168 0.0014675717138341628
leaf_count=491 157 61 233 273 58 281 70 136 197 146 39 101 40 222 230 181 205
internal_value=0 3.10036e-05 7.11271e-05 -1.06276e-05 3.8585e-05 0.000101509 0.000166372 -2.71953e-05 0.000567446 0.000112822 0.000394853 0.000525691 0.00025182 0.000230337 6.2546e-05 -0.000102423 -0.000243294
internal_weight=0 0.0208502 0.0197386 0.016947 0.0159203 0.0148909 0.0137879 0.00746426 0.00279155 0.00625407 0.00632364 0.00501475 0.00337836 0.00519372 0.00380316 0.00237392 0.00250572
internal_count=3121 2630 2569 2215 1942 1884 1603 1172 354 1036 431 392 291 890 668 251 435
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=12
num_cat=0
split_feature=14 15 131 15 42 43 52 3 2 2 15
split_gain=6.34625e-05 0.000169977 9.61508e-05 9.43656e-05 8.30131e-05 0.000169923 0.000215869 0.000132176 0.000127171 0.000209772 7.75041e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.088610000000000008 -0.10203999999999998 -0.093284999999999993 -0.084004999999999982 -0.087769999999999987 -0.11171999999999999 0.10097500000000002 0.11448000000000001 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 10 -10 -8
right_child=1 2 -4 4 5 6 8 -9 9 -11 -12
leaf_value=-0.0012345853261552611 0.0020790856541804382 -0.0015965637139276462 -0.0017586349222644296 -0.0012807485386794413 0.00037192902565695926 -0.0024163106282358991 0.00027763241584683688 0.0032786704244569822 -0.0021998843760024289 0.0013371472513240767 0.0020231105069270427
leaf_weight=0.0013343050155244516 0.0013715492195061378 0.0010848624097936589 0.0011123026972869035 0.0011243499716200147 0.0010643270645687153 0.0011085034087290257 0.0018199055556205853 0.0011079997934051221 0.0013206240396223777 0.0010401479946877401 0.0017143239260986988
leaf_count=140 232 173 381 231 78 354 265 316 124 139 688
internal_value=0 0.00011051 -0.000105536 5.59693e-05 0.000230022 0.000415142 -3.13195e-05 0.00185452 0.000417157 -0.00064148 0.0011243
internal_weight=0 0.0138689 0.0124973 0.011385 0.0103002 0.00917583 0.0070035 0.00217233 0.005895 0.00236077 0.00353423
internal_count=3121 2981 2749 2368 2195 1964 1570 394 1216 263 953
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=11
num_cat=0
split_feature=1 3 3 4 3 12 12 3 0 16
split_gain=5.86222e-05 9.35256e-05 0.00012605 0.000256439 8.22907e-05 0.000237308 0.000116572 8.48593e-05 0.000107993 2.01223e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.080924999999999983 0.083060000000000009 0.090995000000000006 0.10645 0.13524500000000003 -0.21861499999999998 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 -2 -7 8 -6 -1
right_child=4 2 -4 -5 7 6 -8 -9 -10 -11
leaf_value=7.1893728279918045e-05 0.002875209886684443 0.00043374828718464203 0.00034636821785020213 -0.0038626812662534682 0.00027646906038694718 -0.0021243087422537863 0.0008346644351032935 0.00097730974929096021 -0.0028330315179532412 0.0014651225579835076
leaf_weight=0.0010389269365445051 0.0019565106385260982 0.0012196497965803127 0.0019305523840420502 0.0015811147510687686 0.0011161129104744205 0.0010872970203865684 0.0016786804467423255 0.0013428242325951301 0.001098291375353444 0.0010164809213809578
leaf_count=116 327 543 89 1372 69 215 111 171 50 58
internal_value=0 -0.000492974 -0.00103769 -0.00199171 0.00038965 0.000998787 -0.000328499 -0.000419025 -0.00126577 0.000760901
internal_weight=0 0.00678672 0.00473132 0.00280076 0.00827972 0.00472249 0.00276598 0.00355723 0.0022144 0.00205541
internal_count=3121 2178 2004 1915 943 653 326 290 119 174
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=16
num_cat=0
split_feature=14 124 4 47 3 43 41 3 43 47 0 0 0 0 52
split_gain=0.000204189 0.000173858 0.000255296 0.000209377 0.000209541 0.000237956 0.000389385 0.000211608 0.000300612 0.000183823 0.000175943 0.000117366 0.000142815 0.000419087 0.000180054
threshold=0.076175000000000007 0.10281000000000001 -0.49405499999999997 0.13148500000000005 -0.10023499999999998 0.084740000000000024 0.07831500000000001 -0.077774999999999983 -0.074359999999999996 0.092710000000000015 -0.060129999999999996 -0.23091999999999999 -0.14051499999999997 -0.10151999999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 -6 -9 11 -4 -10 14 -14 -13
right_child=-2 -3 3 -5 7 -7 -8 8 9 -11 -12 12 13 -15 -16
leaf_value=-0.00063652127516812497 -0.00066703438532058571 0.00066282569876577389 0.0003894658445306774 -0.00065638701211841871 -0.00065157446607474383 -0.00022828178939819177 -0.00022742445762868988 0.00062800731243349843 0.00043150559977152031 -0.00071920276570135177 0.0012518658481649278 -0.00084470404862522672 0.00087894957142627432 -0.00036096912871746349 -1.6130589495859275e-05
leaf_weight=0.0015479492202397074 0.0011689181007989982 0.0010466371313481151 0.0010019789619254427 0.0010339625795358623 0.0012634468441513154 0.0012924367661355518 0.0010988976264911798 0.0018726337744604518 0.0013543828084365836 0.0010377843513042495 0.0015729667762931455 0.0011447754726745529 0.0012081720499790291 0.0016945171534224141 0.0016662728620562292
leaf_count=154 101 39 124 59 1367 41 43 303 56 95 89 35 99 437 79
internal_value=0 2.47723e-05 -1.07681e-05 4.54099e-05 9.01792e-05 0.000365349 0.000574184 -3.13802e-05 4.71465e-05 -8.70445e-05 0.000916283 5.77286e-06 -9.51427e-05 0.000155116 -0.00035356
internal_weight=0 0.0198368 0.0187902 0.0172422 0.0162083 0.00496628 0.00367384 0.011242 0.00997854 0.0081059 0.00257495 0.00706812 0.00571374 0.00290269 0.00281105
internal_count=3121 3020 2981 2827 2768 297 256 2471 1104 801 213 706 650 536 114
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=13
num_cat=0
split_feature=41 52 52 457 151 16 3 52 1 4 2 2
split_gain=6.02395e-05 7.08267e-05 0.00010995 8.17653e-05 0.000123282 9.69682e-05 0.000130229 0.000150688 0.000144762 0.000123667 6.67241e-05 2.76461e-05
threshold=0.07831500000000001 -0.081429999999999989 -0.24164999999999998 0.091015000000000013 -0.0056149999999999993 -0.5048999999999999 0.088060000000000013 0.095415000000000014 0.104035 -0.080924999999999983 0.091265000000000013 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 8 -8 9 11 -4 -7
right_child=-2 3 10 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00074296181720888085 -0.0017699136673187655 -0.0025068705924963389 0.00087728155567676441 0.0019325128280275516 0.0022320230639702051 0.0016276191167946335 -0.0039404651728419463 5.6895660027409358e-05 0.0025568565096319939 -0.0024928853396017064 0.0036980284177771492 -0.00022618265930208009
leaf_weight=0.0012319231100379711 0.0011301646541970181 0.0014926617845354645 0.0010930385723501518 0.0010344576527943081 0.0010407842524079013 0.0010106193722184999 0.0011452032690359437 0.0012288354760485731 0.0013863789837656668 0.001223811412902431 0.001018106217766046 0.0010120447458918935
leaf_count=364 151 254 238 113 101 501 82 63 179 889 142 44
internal_value=0 0.00013336 0.00113926 -0.000184639 -0.000414202 -2.60593e-05 -0.000361468 -0.00187138 0.000412261 -0.000503569 0.0022376 0.000700065
internal_weight=0 0.0139179 0.00334307 0.0105748 0.00954034 0.00804768 0.00700689 0.00237404 0.00463285 0.00324648 0.00211114 0.00202266
internal_count=3121 2970 744 2226 2113 1859 1758 145 1613 1434 380 545
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=12
num_cat=0
split_feature=11 2 3 52 159 133 13 3 52 2 3
split_gain=5.61519e-05 9.36185e-05 0.000287237 0.000152594 0.000107808 0.000149588 0.00020815 0.000123459 0.000177377 0.000115325 6.0151e-05
threshold=0.087830000000000005 0.11510000000000002 0.11924500000000002 0.11434500000000002 0.090485000000000024 -0.0061299999999999992 -0.0039049999999999992 -0.13309499999999996 -0.0064899999999999992 0.084715000000000013 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 9 -8 -9 -7 -10
right_child=-2 2 -4 -5 -6 6 7 8 10 -11 -12
leaf_value=-0.0020124094854042044 -0.0015428468658510667 0.003932109124107931 -0.00066224877049643189 -0.0026104301969821658 -0.0020122927780569693 0.0038135371293838557 -0.0021298960149703488 -0.0010957722887852868 0.00053295021369999316 0.00099254236209993392 0.0027013197492195508
leaf_weight=0.0011091702252669427 0.0010164763798724561 0.0010773439938598023 0.0014777105161254411 0.0010543773160291781 0.001005800231750985 0.0011310415923817029 0.0011210581010487886 0.0019916420232349713 0.0011367684071800117 0.001605368032588074 0.0012085188601247384
leaf_count=652 121 287 140 391 229 351 78 169 148 504 51
internal_value=0 0.000104618 0.00127497 -0.000158528 9.22374e-05 0.000319756 0.000635432 -0.000128195 0.000389227 0.00215855 0.0016503
internal_weight=0 0.0139188 0.00255505 0.0113637 0.0103094 0.00930357 0.0081944 0.00545799 0.00433693 0.00273641 0.00234529
internal_count=3121 3000 427 2573 2182 1953 1301 446 368 855 199
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=11
num_cat=0
split_feature=1 12 12 2 49 1 4 3 42 12
split_gain=5.90116e-05 8.92189e-05 8.62295e-05 8.06431e-05 0.000132616 0.000117654 0.000143727 0.000151733 0.000145941 3.476e-05
threshold=0.13686500000000004 0.11650500000000001 0.10345000000000001 0.11510000000000002 0.0043850000000000009 0.10708500000000001 -0.10429499999999998 0.090900000000000009 1.0000000180025095e-35 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00083966473726010556 0.001206023449915326 -0.0018798727221175655 0.0017348988271525003 0.0010567116206501575 0.0017458049819496955 -0.0022395591787561773 -0.0015630268034922095 0.002449269547226685 0.0013506299906576461 -0.0024633334820819549
leaf_weight=0.0011538691213530726 0.0015244634618906882 0.0011458106128871557 0.0011238128388384042 0.001914115457635924 0.0010635040230514156 0.0016613797856684168 0.0017389315256722158 0.0011344009860749793 0.0012498848678156385 0.0010795892860258061
leaf_count=95 169 121 200 245 446 190 588 53 874 140
internal_value=0 -0.000145143 1.88638e-05 -0.000156524 -0.000412236 -0.000698476 -0.000295699 0.000424084 -0.000344573 -0.0016245
internal_weight=0 0.0132653 0.0121195 0.0109957 0.00908156 0.00801806 0.00635668 0.00412322 0.00298882 0.00223346
internal_count=3121 2952 2831 2631 2386 1940 1750 1515 1462 235
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=11
num_cat=0
split_feature=484 1 52 43 12 2 160 4 151 4
split_gain=5.18036e-05 7.34888e-05 8.61106e-05 9.57395e-05 0.000108804 9.21167e-05 7.42118e-05 0.000155261 0.000115293 0.000188263
threshold=-0.0068949999999999992 0.13686500000000004 -0.081429999999999989 -0.15582499999999996 0.098810000000000023 0.092120000000000021 -0.079874999999999988 -0.0016099999999999997 -0.0083949999999999979 0.181285
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 -8 -9 -10
right_child=1 -3 3 4 -6 -7 7 8 9 -11
leaf_value=-0.0014796851954843415 -8.7231975409103929e-05 0.0015739385154031251 0.0011148767209160394 -0.0019616064520554563 -0.002472667596619215 0.0023972600026085514 0.0015727843244551652 -0.0024557477149791417 -0.0017138382918505577 0.0021445274104910437
leaf_weight=0.0010161649887598942 0.001587454198927832 0.0013979119901774287 0.001642666293738995 0.0010651198495041396 0.0012964241089430811 0.001199716611942403 0.0018706062260576452 0.0012851566835414552 0.0012532299672040259 0.0010763737312554922
leaf_count=503 289 162 144 370 203 325 743 104 137 141
internal_value=0 0.000103893 -6.34962e-05 -0.000370626 -0.0006816 0.000982199 -0.000327125 -9.74975e-06 -0.000828697 6.8887e-05
internal_weight=0 0.0136747 0.0122767 0.00948958 0.00784691 0.00278717 0.00655049 0.00548537 0.00361476 0.0023296
internal_count=3121 2618 2456 1842 1698 614 1495 1125 382 278
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=18
num_cat=0
split_feature=133 38 3 51 48 14 147 52 47 12 159 4 0 16 4 4 151
split_gain=0.000322734 0.000304423 0.000490629 0.000372041 0.000368875 0.000238541 0.000275546 0.000285718 0.000280917 0.000321135 0.000328977 0.00028862 0.000241035 0.00026249 0.000149494 0.000141565 0.000100498
threshold=0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.076975000000000002 0.089025000000000007 0.11434500000000002 0.13148500000000005 0.097825000000000009 0.091005000000000016 -0.080924999999999983 -0.10151999999999999 -0.097644999999999996 -0.42529999999999996 0.23246000000000003 -1.0000000180025095e-35
decision_type=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 8 9 10 11 14 13 -13 -1 -11 -15
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 15 -12 12 -14 16 -16 -17 -18
leaf_value=0.0002007050989669883 -0.00093639905373709613 -0.00086401944734913912 0.0010407231497968534 -0.0010957509371356956 9.7947139158355523e-05 -0.00067311519814261674 0.0010210457859830691 -0.00060851621497604242 -0.00064700096494975552 0.0004381589569207454 -0.00075145988603029102 -0.00026515238663364984 -0.00053029251274794905 0.00095118785178277857 0.0010024561151859832 0.0013058755909448594 0.00023883083028137183
leaf_weight=0.0011166956503325665 0.0010325747317863057 0.001033863694403391 0.0014557042073268791 0.0016095551938031796 0.0014195830431813633 0.0010480141301465453 0.0010307084052545443 0.0014593934242694987 0.0010746358587230284 0.0011443058999263825 0.0010934417728127111 0.0016929213106697816 0.0016434882284294128 0.0012372917116734161 0.0017235303884196862 0.0010510411611228676 0.0010814206611524657
leaf_count=89 435 60 134 234 85 65 92 257 26 172 169 104 701 56 364 35 43
internal_value=0 4.0135e-05 8.49e-05 1.32747e-05 -0.000536333 0.000114809 0.000168608 0.000107244 0.000188478 0.000264669 0.000129836 0.000243269 2.02934e-05 0.000245858 0.000687231 0.000853586 0.000618953
internal_weight=0 0.0219156 0.0208817 0.019426 0.00302914 0.0163969 0.0153489 0.0143182 0.0128588 0.0117841 0.00958879 0.00849535 0.00565512 0.00401163 0.00284023 0.00219535 0.00231871
internal_count=3121 2686 2626 2492 319 2173 2108 2016 1759 1733 1526 1357 904 203 453 207 99
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=18
num_cat=0
split_feature=133 44 3 51 48 47 42 131 4 148 133 0 3 51 48 13 1
split_gain=0.000297571 0.000268555 0.000437784 0.000295459 0.000326162 0.000156948 0.000306846 0.000219048 0.000213158 0.00019735 0.000172546 0.000183312 0.000428412 0.000211635 0.000187845 0.000144866 7.52441e-05
threshold=0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.13148500000000005 0.09832500000000001 0.084390000000000007 -0.49013999999999996 -0.079019999999999993 0.083950000000000011 -0.13027499999999997 -0.10023499999999998 -0.031924999999999995 0.085700000000000012 0.10935500000000002 0.093575000000000019
decision_type=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 8 -1 -10 11 13 15 -11 -15 -13 -14
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 16 14 -16 -17 -18
leaf_value=-0.00057327977139296849 -0.00083904979142229144 -0.00074986988219546871 0.00089571042014790928 -0.00095497295202765615 0.00020346831776428206 -0.00044904860651906773 0.0008591547246331033 -0.00063374764361439685 -0.00048086364396557812 -0.00013533842162795275 0.0008477122202990271 4.5756820414524958e-05 -0.00082165556612860853 0.0010649642971116025 0.00018244091951534906 0.00069754072366618673 -0.00023599481864382995
leaf_weight=0.0010055602454639408 0.0010126440242122633 0.001027350804058357 0.0015014106741856317 0.0015113271266453251 0.001007252427468977 0.001238680253717205 0.001325276125144049 0.0010337003655496316 0.0010084982352962521 0.001043926818037999 0.0010758983058807717 0.0018043350228689192 0.0011441581272817782 0.0014924543684688985 0.0010028068774943222 0.0016000673747473271 0.0010427525715629993
leaf_count=127 435 59 136 232 71 27 155 294 88 44 440 90 674 81 36 58 74
internal_value=0 3.63089e-05 7.70225e-05 9.98825e-06 -0.000491679 8.98643e-05 0.000135651 6.3308e-05 0.00012227 0.000184635 0.000250394 0.000180008 2.23287e-06 0.000460863 0.000710292 0.000352095 -0.000542404
internal_weight=0 0.0208655 0.0198381 0.0183367 0.00251858 0.0158181 0.0145794 0.0132542 0.0122205 0.0112149 0.0102064 0.0091305 0.00559131 0.00353919 0.00249526 0.0034044 0.00218691
internal_count=3121 2686 2627 2491 303 2188 2161 2006 1712 1585 1497 1057 896 161 117 148 748
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=11
num_cat=0
split_feature=1 4 43 4 15 3 2 4 150 13
split_gain=6.17191e-05 0.000144788 8.83372e-05 8.76692e-05 0.000153194 0.000137543 0.000154083 9.89726e-05 5.49166e-05 9.22687e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 -0.064804999999999988 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.25615500000000008 0.083250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 8 -7 9 -5
right_child=3 -3 -4 4 -6 7 -8 -9 -10 -11
leaf_value=-0.0010979609084977643 -0.001343145569807003 -0.0029485806696682658 0.0019643177664995458 -0.0011802654644122725 0.0029383875576551016 -0.0035279627980899734 0.0030019410294401779 0.00016839220327801428 -0.0017861011133318806 0.0021382573527619821
leaf_weight=0.0014575061997287716 0.0018260119419619145 0.0015165122303348912 0.0012291912959785378 0.0011325545843159793 0.0017155724017296195 0.0010368370296176543 0.0016401221370416809 0.0010144958391490044 0.0010076719645047971 0.0012451422801550045
leaf_count=317 513 1283 36 201 188 64 229 124 87 79
internal_value=0 -0.000870126 0.000303063 0.0003344 0.000682794 0.00013599 0.000885379 -0.00169991 -0.000140039 0.000557565
internal_weight=0 0.00420321 0.0026867 0.0106184 0.0087924 0.00707682 0.00502549 0.00205133 0.00338537 0.0023777
internal_count=3121 1636 353 1485 972 784 596 188 367 280
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=16
num_cat=0
split_feature=133 14 3 48 50 132 42 47 47 52 1 4 1 52 52
split_gain=0.000338072 0.000350688 0.00029326 0.000286869 0.000277449 0.000269416 0.000196436 0.000462659 0.00037354 0.000328213 0.000254538 0.000163556 0.000300616 0.000203602 7.81194e-05
threshold=0.10622000000000002 0.076175000000000007 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.079970000000000013 -1.0000000180025095e-35 0.11518500000000002 0.092530000000000015 -0.088204999999999992 0.11230000000000001 -0.0016099999999999997 0.094385000000000011 0.091820000000000013 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -8 11 13 -13 14 -11
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00087632948887963677 -0.0008846434608281783 -0.0007779282001603514 0.00072309059105685875 -0.0006952693788994037 -0.00061630997029071203 0.00085024387262695072 -0.00039039205860768222 0.00050438212458639637 -0.00048823749478934739 0.00051754387766548302 0.0011107432496322255 -0.00049756898640493938 0.00045498033455158664 4.6454060513466687e-05 0.0010771565125843633
leaf_weight=0.0015716391361316586 0.0011044495667239243 0.0013144466737093899 0.0016798491318192879 0.0013411521810215979 0.0013773714379737836 0.001259096074334414 0.0015876517782180384 0.0010457446909810653 0.0019325027264385447 0.0013245916864493808 0.0011474507904788572 0.0015131369110663552 0.0019775316927823638 0.0015082752018473061 0.001258753056491313
leaf_count=488 435 87 145 63 429 158 297 13 153 179 118 164 76 168 148
internal_value=0 2.75205e-05 7.91031e-05 2.16976e-05 7.66322e-05 0.000135817 7.5313e-05 -0.000324683 0.000160778 0.000282343 0.000404691 0.000297842 4.20687e-05 0.000516048 0.000790219
internal_weight=0 0.0218392 0.0205247 0.0188449 0.0175037 0.0161264 0.0148673 0.00261738 0.0122499 0.0103174 0.00872974 0.00758229 0.00349067 0.00409162 0.00258334
internal_count=3121 2686 2599 2454 2391 1962 1804 501 1303 1150 853 735 240 495 327
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=17
num_cat=0
split_feature=133 3 51 48 3 1 52 15 47 159 0 0 4 1 16 1
split_gain=0.000279153 0.000288662 0.000200766 0.000350313 0.00018238 0.000144694 0.000408484 0.000371231 0.000464758 0.000258406 0.00022681 0.00040405 0.000391415 0.000277871 0.000189192 0.000137401
threshold=0.10622000000000002 0.16158000000000003 0.08955500000000001 0.092475000000000016 -0.15956499999999998 0.111945 0.10473500000000001 -0.016799999999999995 0.13148500000000005 0.091005000000000016 -0.074479999999999977 -0.10151999999999999 -0.35136499999999998 0.08592000000000001 -0.50690499999999983 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 9 8 14 10 11 13 -12 -6 -7 -15
right_child=-2 -3 3 -5 5 7 -8 -9 -10 -11 12 -13 -14 15 -16 -17
leaf_value=0.00035877676360241767 -0.00095704282957109158 0.00050119165147210955 -0.0010589018962474538 1.9787151034517987e-05 -0.00066687479712478797 -0.00032017080665538712 -0.0012282595441621611 0.00082190354945731116 -0.0010935062697123115 -0.00091151427168553831 -0.00040710238729607824 -0.0010028312092456252 0.00088258523476223306 0.00072474534489786596 0.00059611605059523042 5.0442294973147359e-06
leaf_weight=0.0018105050788288458 0.0010608604752817821 0.0016692435257568685 0.001607665463844706 0.0014013570430417982 0.00112996688860789 0.0010102815318292734 0.0010123254114582656 0.0011791762377146861 0.0010200946111638132 0.0010330569984226198 0.0010211810793436804 0.0013379234386837954 0.0013708389025456954 0.0010094131062778899 0.0012584471269766889 0.0019040787027752026
leaf_count=138 435 149 234 85 103 32 273 32 17 171 63 901 177 26 161 124
internal_value=0 -0.000127699 -0.000182643 -0.000556537 -0.000112752 -0.000172507 -0.000279563 6.2759e-05 -0.000209425 -0.000170508 -7.20314e-05 -0.000251624 0.000332003 -3.06035e-06 0.000188087 0.000254393
internal_weight=0 0.0207756 0.0191063 0.00300902 0.0160973 0.0142868 0.00981878 0.004468 0.00328882 0.00880646 0.0077734 0.00538138 0.00239202 0.00404346 0.00226873 0.00291349
internal_count=3121 2686 2537 319 2218 2080 1838 242 210 1565 1394 1154 240 253 193 150
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=17
num_cat=0
split_feature=133 3 48 50 132 42 47 47 52 147 1 3 3 2 15 16
split_gain=0.000291645 0.000242537 0.000262161 0.000300058 0.000211029 0.000220296 0.000469365 0.000238185 0.000371598 0.000218354 0.000322419 0.000202792 0.000198013 0.00028721 0.00031368 6.16546e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.079970000000000013 -1.0000000180025095e-35 0.10843500000000002 0.10813000000000002 -0.088204999999999992 0.10271500000000001 0.10920500000000001 -0.10023499999999998 0.10299500000000002 0.084055000000000005 -0.091604999999999978 0.042200000000000008
decision_type=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 -7 10 11 15 13 -13 -15 -10
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11 -12 12 -14 14 -16 -17
leaf_value=-0.00090706999082317626 -0.00078324484497865107 0.00057080630656390088 -0.00069746620690891133 -0.0006546027822576597 0.00066405526339293017 -0.00047198483344088862 0.0004240390836938429 -0.00058296951157983277 0.00037446990739376147 -0.00031864997734983594 0.0010222646347402306 0.00042215205505647459 0.00060902156651643127 0.00014794590150160811 -0.00094075114499378714 0.0008775653611617114
leaf_weight=0.0015329971202791498 0.0010788214424603529 0.0017167203788024379 0.0012415045610936195 0.0013885017668372737 0.0013045557092098139 0.0017593887978772345 0.0010093130856781984 0.0010482610988908009 0.0011485703465465838 0.0012188932699697128 0.0014389949614001599 0.0015418268698860248 0.0012168521161015633 0.0011781658138578224 0.0012564880666817583 0.0010915018122936715
leaf_count=487 435 149 65 439 181 332 20 72 52 20 130 199 38 105 371 26
internal_value=0 2.47562e-05 -2.36245e-05 2.25078e-05 7.86513e-05 2.91934e-05 -0.000378611 0.000109569 0.000170829 0.000282901 0.000365543 0.000238411 7.39865e-05 -8.97408e-05 -0.000413914 0.000619609
internal_weight=0 0.0210925 0.0193758 0.0181343 0.0167458 0.0154413 0.00254231 0.0128989 0.0118507 0.0100913 0.0088724 0.00743341 0.00519333 0.00397648 0.00243465 0.00224007
internal_count=3121 2686 2537 2472 2033 1852 507 1345 1273 941 921 791 713 675 476 78
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=11
num_cat=0
split_feature=2 11 3 0 52 1 47 0 49 15
split_gain=5.71334e-05 7.91438e-05 0.000110737 0.000106658 0.000167117 0.000131346 0.000132137 0.000106745 0.000163923 0.000153992
threshold=-1.0000000180025095e-35 0.078340000000000007 -0.12018999999999998 -0.053834999999999994 0.096795000000000006 0.11323000000000001 0.090100000000000013 -0.23091999999999999 -0.0020949999999999996 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 -4 -9 -10
right_child=1 -3 3 4 -6 6 -8 8 9 -11
leaf_value=0.0010267478762499087 0.0015228390491773601 -0.0018968176697488834 0.0014175058465928122 -0.0027448587936734015 0.0005528262579254183 0.0031552149963996359 -2.4968281381419688e-06 -0.002526892497156727 -0.0017815573177495515 0.0016564465273103506
leaf_weight=0.0019921166750756772 0.0017406471611516325 0.0010829576602306998 0.0010456712622817247 0.0016485490862226245 0.0011468107761274382 0.0010632911706733028 0.001291749314210824 0.001702103277713511 0.0010054616129982858 0.0013342425822902796
leaf_count=199 132 179 80 212 66 152 87 380 632 1002
internal_value=0 -0.000179366 -2.40938e-05 -0.000287104 -0.00139197 0.000127875 0.0014232 -0.000471741 -0.000960515 0.000179003
internal_weight=0 0.0130615 0.0119785 0.0102379 0.00279536 0.00744252 0.00235504 0.00508748 0.00404181 0.0023397
internal_count=3121 2922 2743 2611 278 2333 239 2094 2014 1634
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=16
num_cat=0
split_feature=133 133 132 41 484 123 1 16 3 0 160 42 15 51 16
split_gain=0.00035786 0.000239642 0.000238014 0.000166345 0.000142508 0.000207593 0.000336211 0.00033894 0.000244525 0.000284535 0.000215385 0.000304442 0.000201476 0.000260252 0.000198906
threshold=0.10622000000000002 0.091410000000000005 0.081240000000000021 0.07831500000000001 -0.0068949999999999992 0.084785000000000013 0.13686500000000004 -0.5315899999999999 -0.12018999999999998 -0.053834999999999994 -0.030779999999999998 0.083995000000000014 -0.10091499999999999 0.081440000000000026 0.0039400000000000008
decision_type=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 14 10 -10 12 -12 -14 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 11 -13 13 -15 -16
leaf_value=-0.00051431149106422904 -0.00094636336279956847 0.00077486662022067812 0.00064570144202367422 -0.0006788616455808762 -0.00074251797543860786 -0.00065265061253782695 0.00078897995463067441 8.9572541806661292e-05 -0.00045732173758014963 -0.00067260237696875277 0.00048745305360221869 0.00078208897769180665 -0.00081733854869229746 0.00015269501280101058 0.0010539702097366022
leaf_weight=0.0013685253463422272 0.0010091809462202108 0.0010728663099422329 0.0013472963797150897 0.0010426382259502978 0.0014386875265133244 0.0010808530041150422 0.0015381766492340585 0.0011202322801286942 0.0014773101025641637 0.0014915557862114149 0.0014612057342991416 0.0018072643363441637 0.0012072519168570732 0.0017572286014445604 0.0010934503621340408
leaf_count=368 435 168 219 100 67 131 80 56 356 152 96 298 426 78 91
internal_value=0 3.50078e-05 -6.26628e-06 -5.53814e-05 -1.6783e-05 2.72208e-05 7.82785e-05 -6.76651e-06 8.59597e-05 -2.95086e-05 9.48984e-05 0.000225783 -1.38832e-06 -0.00024234 0.000565938
internal_weight=0 0.0203045 0.0192317 0.0178844 0.0168417 0.0154732 0.0143924 0.0128542 0.0114155 0.00920182 0.00771026 0.00623295 0.00442569 0.00296448 0.00221368
internal_count=3121 2686 2518 2299 2199 1831 1700 1620 1553 1406 1254 898 600 504 147
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=12
num_cat=0
split_feature=150 151 151 4 1 0 0 0 12 3 0
split_gain=5.85844e-05 0.000163676 0.000105825 0.000123448 0.00012445 8.95571e-05 8.76147e-05 0.000102606 0.000110716 0.000173395 0.000108906
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.24564500000000003 0.11212500000000002 -0.13843999999999998 -0.10151999999999999 -0.061629999999999997 -1.0000000180025095e-35 -0.074084999999999998 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -7 -8 -9 10 -10
right_child=1 -3 3 4 -6 6 7 8 9 -11 -12
leaf_value=-0.0023621660315865656 0.0025290159323760777 -0.00064554449048613008 -0.0023807146576740532 -0.00039150731380883978 0.0031092811559871856 0.0017800518647697011 -0.0022174777506180905 0.0021334902915655122 0.0024006534388339778 -0.0025774441730090462 -0.00092433594003401914
leaf_weight=0.0011686395901931929 0.0016071798435726703 0.0019029743925442549 0.0011147691661628238 0.0010054900192257863 0.0011889413253047716 0.0010734903684954415 0.0014128134453020346 0.001045996061162402 0.0010606994367655387 0.0014027064474619816 0.0010532417312354436
leaf_count=265 264 156 148 84 217 85 1505 51 91 151 104
internal_value=0 0.000807978 -0.000272785 -3.70546e-05 0.00150522 -0.000451622 -0.000146542 -0.000492654 4.14338e-05 -0.00058083 0.000744024
internal_weight=0 0.00351015 0.0115268 0.0103581 0.00219443 0.00816372 0.00704895 0.00597546 0.00456264 0.00351665 0.00211394
internal_count=3121 420 2701 2436 301 2135 1987 1902 397 346 195
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=18
num_cat=0
split_feature=133 3 484 15 3 132 41 474 160 52 0 3 15 47 457 4 15
split_gain=0.000348151 0.000240188 0.000266828 0.000232692 0.000467181 0.000226095 0.000301117 0.000150921 0.000238794 0.00033535 0.000301689 0.000244482 0.00031356 0.000195471 0.000155986 0.000178221 0.000127051
threshold=0.10622000000000002 0.16158000000000003 -0.0068949999999999992 1.0000000180025095e-35 0.013900000000000001 0.079970000000000013 0.07831500000000001 0.084660000000000027 -0.080719999999999986 0.096795000000000006 0.041630000000000007 -0.10519499999999998 -0.095869999999999983 0.092530000000000015 0.060310000000000009 0.076415000000000025 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 16 6 7 8 -4 10 11 -10 13 -13 15 -14 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.00062193815775041814 -0.00084037424686698114 0.00054719906392089934 -0.00048187700071904615 0.00043893199328480758 -0.0011449330985166743 0.00073869122598845102 -0.00071144887944482984 0.00064314466724754704 0.00072384880620721701 0.00077366774416096887 -0.00065579387657485871 -1.4305634364235735e-05 -0.00029320918348156859 -0.0008729562101014996 0.00074912393955215502 0.00052846247291904198 -0.00023904001777442032
leaf_weight=0.0014949902158357389 0.001067300561690839 0.0018102806478531566 0.0014976865868075459 0.0010262953092405871 0.0010457420860463529 0.0011738267949644452 0.0010351728533155588 0.0011193078496727358 0.0013346934722933143 0.0016186129733672958 0.0011972353009603864 0.0013087177110321655 0.0012769602815983685 0.0010594022415689672 0.0011535886789334482 0.0010725531932784804 0.0015062150230741866
leaf_count=432 435 149 236 103 46 114 77 173 44 36 94 153 189 62 85 34 659
internal_value=0 2.89442e-05 -1.81511e-05 3.0837e-05 -0.000309334 0.000112817 5.90893e-05 0.0001222 7.15815e-05 0.000154292 3.49882e-05 0.000149759 1.92523e-05 -0.000398432 0.000301609 8.1884e-05 3.57069e-05
internal_weight=0 0.0217313 0.019921 0.018426 0.00357825 0.0148478 0.0136739 0.0126388 0.0115195 0.0100218 0.00840315 0.00720592 0.00587122 0.00236812 0.0035031 0.00234951 0.00253251
internal_count=3121 2686 2537 2105 808 1297 1183 1106 933 697 661 567 523 215 308 223 762
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=17
num_cat=0
split_feature=124 133 50 47 4 12 4 2 43 42 49 2 12 457 13 15
split_gain=0.000305055 0.000240386 0.000186872 0.000281118 0.000261152 0.000359099 0.000172287 0.000277615 0.000163655 0.000197381 0.000196587 0.000161925 0.000196991 0.000148286 0.000258726 7.97516e-05
threshold=0.10281000000000001 0.10622000000000002 0.10647500000000001 0.11893500000000001 0.24564500000000003 0.098810000000000023 0.055260000000000011 0.11448000000000001 -0.20207499999999998 0.084050000000000014 -0.083094999999999988 0.11237500000000002 0.098330000000000015 0.045365000000000009 -0.0013449999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 -10 12 -6 14 -12 -16
right_child=-2 -3 -4 -5 11 -7 -8 -9 9 -11 13 -13 -14 -15 15 -17
leaf_value=0.00056484689887852059 0.00081349548007309707 -0.00081722480807195892 -0.00063753025589068394 -0.00080144802970177757 -0.0001256729279531102 -0.00092110359279696217 -0.00057955734653829857 0.00082726340545864123 -0.00061644792205070825 -0.00063148212870327931 0.00045863965468170853 0.00091590760527604162 0.00067419543311456618 0.00058222599343423745 -4.0631544574453956e-05 -0.00063897662666140493
leaf_weight=0.0011912412566488237 0.0011065697457356407 0.0010138356355024252 0.001166095213518569 0.0010009627299052406 0.0018217899333496093 0.0010990613396157792 0.0010499057767543321 0.0012133823740420055 0.0010010360479499898 0.0013640233791426815 0.0017760214829069245 0.0011997903290036846 0.001415724494258086 0.0015418990661495435 0.0010879817504583777 0.001225640565092413
leaf_count=43 39 431 274 66 155 213 150 92 80 609 423 160 29 88 60 209
internal_value=0 -5.39181e-05 -1.35169e-05 2.69346e-05 7.57458e-05 -4.28433e-05 4.14507e-05 0.000104136 8.63657e-06 -7.42212e-05 4.03823e-05 0.000411156 0.000224099 0.000157137 -3.13186e-06 -0.000357605
internal_weight=0 0.0201684 0.0191546 0.0179885 0.0169875 0.0125502 0.0114511 0.0104012 0.00918784 0.0079966 0.00663258 0.0044373 0.00323751 0.00563154 0.00408964 0.00231362
internal_count=3121 3082 2651 2377 2311 1967 1754 1604 1512 1469 860 344 184 780 692 269
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=11
num_cat=0
split_feature=11 43 52 12 12 16 3 51 16 0
split_gain=6.02999e-05 7.57583e-05 0.000147299 0.000144113 0.000113551 0.000102954 0.000116794 9.71314e-05 0.000127823 0.000111372
threshold=0.087830000000000005 -0.067199999999999996 -0.087769999999999987 0.051320000000000005 0.09202500000000001 -0.0092699999999999987 0.12745000000000004 0.081440000000000026 -0.5048999999999999 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 8 -4 -10
right_child=-2 2 5 4 -6 6 -8 -9 9 -11
leaf_value=0.0019942003165927809 -0.0014334721477726724 -0.0023020559350589668 0.00030897214800673981 -0.0014699645843840418 0.00095499117057094136 0.0024808718855706072 -0.00031171324932328015 0.0007860707220515951 -0.0032112041187084724 -0.00044945056725211974
leaf_weight=0.0019563026745934393 0.001049512156353293 0.0011380465007386547 0.0017682970993163653 0.0013377069669337147 0.0015844505762069791 0.0011929167194142257 0.0010645701765754634 0.0018386263080445928 0.0011588198610675308 0.0010413630110706106
leaf_count=271 121 261 148 683 363 177 39 205 125 728
internal_value=0 8.93536e-05 -0.000237955 0.000706783 -0.000155106 5.33231e-05 0.00116396 -0.000378433 -0.000917957 -0.00190405
internal_weight=0 0.0140811 0.00920264 0.00487846 0.00292216 0.00806459 0.00225749 0.00580711 0.00396848 0.00220018
internal_count=3121 3000 1683 1317 1046 1422 216 1206 1001 853
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=18
num_cat=0
split_feature=133 3 50 48 2 457 14 0 0 15 160 15 43 43 1 1 12
split_gain=0.000386904 0.000293383 0.000296955 0.000263442 0.0002925 0.00031061 0.000192551 0.000272286 0.000384957 0.000199761 0.000261666 0.000162917 0.000332435 0.000239348 0.000201263 0.000160001 0.00014649
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 0.11951500000000001 0.11548000000000001 -0.0029299999999999994 0.062655000000000016 -0.10607499999999999 -0.08824499999999999 -0.11713499999999999 0.088020000000000015 -0.03241999999999999 -0.074974999999999986 -0.084004999999999982 1.0000000180025095e-35 0.089770000000000016 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -7 15 12 -10 16 -15 -11 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 11 10 -12 13 -14 14 -16 -17 -18
leaf_value=-0.00086068029581531436 -0.00092660172761516212 0.00064212063519943085 -0.00076902509346363169 -0.00071448164807569152 0.00072036956308862293 -0.00014553397042865038 -0.00060342943197883036 -0.00090225201858968695 -0.00022182259533992695 0.00046435496526986333 -8.98422716107173e-05 0.00067063461071688486 0.0010296021367509143 -6.1068308245775061e-05 -0.00096989599804417077 0.0012530073164730301 -6.4595585790044944e-05
leaf_weight=0.0010194421970481501 0.0011663802541852361 0.0020015474994077289 0.0013188727104607991 0.0011829684661712738 0.0017591043037910514 0.0012212439113374884 0.0010503174654725731 0.0012175243605664935 0.0010542849545501637 0.0013173951849509936 0.0010285102531639723 0.0013245574531746129 0.001247624116621081 0.001734560955615686 0.0010548094679322384 0.0014598406210419856 0.0016237462683034165
leaf_count=158 435 149 264 58 231 71 72 315 196 43 36 37 84 436 285 73 178
internal_value=0 4.24107e-05 -1.58168e-05 3.56649e-05 8.46574e-05 1.6277e-05 7.45777e-05 0.000124432 -4.24967e-05 0.000431828 0.0006171 8.77057e-05 0.000456444 -6.02291e-05 -0.000404744 0.000878906 0.000265715
internal_weight=0 0.0226164 0.0206148 0.0192959 0.018113 0.0163539 0.0153344 0.0142841 0.00925711 0.00502699 0.00380575 0.00803958 0.00230191 0.00573767 0.00278937 0.00277724 0.0029483
internal_count=3121 2686 2537 2273 2215 1984 1826 1754 1531 223 152 1216 280 936 721 116 215
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=11
num_cat=0
split_feature=484 42 47 42 160 16 16 3 13 2
split_gain=5.7275e-05 8.36664e-05 0.000106012 0.000151784 0.000113072 0.000115225 0.00012539 0.000104097 0.000191726 0.000140928
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.090980000000000019 0.22339500000000004 0.0057500000000000008 -0.13309499999999996 -0.084319999999999992 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 -10
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11
leaf_value=-0.0016333349918952779 -0.0021614425755690629 -0.0017520735281994022 0.0019858624803854377 -0.0012537535759747922 -0.0018043970337898888 -0.0013868937230652153 0.0026804484532111533 -0.0013200890368392597 0.0036198498243316135 0.00055602352109848392
leaf_weight=0.001052980466820134 0.0014338521215144567 0.001151515290509845 0.0016201862443037474 0.0013991868860037159 0.0011253566573089504 0.0012698896575238684 0.0016797611591104489 0.0013026664668303089 0.0014290571591289939 0.0016892456888300926
leaf_count=503 779 311 112 89 124 217 158 452 164 212
internal_value=0 0.000102819 0.000267766 2.20578e-05 0.000338456 0.000613431 0.000952127 0.000453315 0.000993582 0.00196012
internal_weight=0 0.0141007 0.0129492 0.011329 0.00989516 0.00876981 0.00749992 0.00582016 0.00442097 0.0031183
internal_count=3121 2618 2307 2195 1416 1292 1075 917 828 376
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=11
num_cat=0
split_feature=150 151 151 4 1 0 2 2 43 42
split_gain=5.72551e-05 0.0001519 8.85438e-05 0.000120103 0.00010252 8.26706e-05 0.000113562 9.48169e-05 7.78456e-05 0.000229281
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.24564500000000003 0.11212500000000002 0.18019500000000002 0.10327000000000001 0.094835000000000017 -0.074359999999999996 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 9 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0021313030661745743 0.0024081959209093827 -0.00058111123197838554 -0.0021487893166595245 -0.0002417020914415993 0.002869355183375714 0.0014285248335411803 -0.0022178742583287884 0.0018068153702571156 -0.0017250261814720548 0.0024320215151978951
leaf_weight=0.0011724813222601599 0.0016131850698510308 0.0019195266115799711 0.0010768772195079391 0.0010105073949273615 0.001188710323571018 0.0010504026018107737 0.0019264654186615902 0.0010031359761888022 0.0018977374651044628 0.0011816945702066844
leaf_count=265 264 156 234 84 217 25 408 217 960 291
internal_value=0 0.000783932 -0.000261183 -4.9033e-05 0.00143987 -0.000451479 -0.000730167 -0.000174678 -0.000652916 0.000247911
internal_weight=0 0.00353271 0.011508 0.0103355 0.00219922 0.00813631 0.00708591 0.00515945 0.00415631 0.00225857
internal_count=3121 420 2701 2436 301 2135 2110 1702 1485 525
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=17
num_cat=0
split_feature=133 3 40 42 43 160 16 0 3 47 2 2 15 12 49 16
split_gain=0.000256351 0.000411244 0.000183505 0.000499942 0.000277693 0.000253624 0.000263092 0.000314556 0.000229618 0.000208412 0.000235423 0.000325984 0.00030423 0.000196305 0.000147395 0.000130465
threshold=0.10622000000000002 0.16158000000000003 0.05433000000000001 -0.11466499999999999 -0.25681499999999996 -0.10151499999999998 0.064860000000000015 -0.074229999999999977 -0.13309499999999996 0.092530000000000015 0.084055000000000005 0.089775000000000008 -0.095869999999999983 0.09141500000000001 -0.066894999999999982 -0.074319999999999983
decision_type=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 -9 10 15 -12 -13 -8 -14 -7
right_child=-2 -3 -4 4 5 6 13 8 -10 -11 11 12 14 -15 -16 -17
leaf_value=-0.001416382090903507 -0.00098209563475205592 0.00064560373882509433 0.00047219626942066934 0.0005203417434350143 -0.0010104627766353747 0.00081742071197824526 -0.0010928470373868712 -5.2197227304431864e-05 0.00093290066482916824 -0.00079664214122219124 -0.0011575524282015916 -0.0007265545452992049 -0.00021762352461865051 -0.0002550448396497839 0.00061920230157320728 -2.2494289998210838e-05
leaf_weight=0.0010155609423022757 0.0011096026414551948 0.0017771270685639209 0.0010786329065587399 0.0014902129508227438 0.0011836171500153583 0.0010030109589813235 0.0014165577855887951 0.0013909077514142609 0.0013671109613295389 0.0015338587709789152 0.001040399754389125 0.0013801546011339982 0.0010518904346168423 0.0019186442929729694 0.0014708668417811877 0.0011644844101359984
leaf_count=147 435 149 48 53 332 192 217 54 180 129 497 102 60 226 175 125
internal_value=0 -0.00014051 -0.00021213 -0.000252187 -0.000184284 -0.000250235 -0.00018918 -6.58352e-05 0.000436102 -0.000225975 -0.000102877 -0.000308544 -8.22231e-05 -0.000610884 0.000270279 0.000366177
internal_weight=0 0.021283 0.0195059 0.0184273 0.0174117 0.0159215 0.0147379 0.0114027 0.00275802 0.00864467 0.00711081 0.00494331 0.00390291 0.0033352 0.00252276 0.0021675
internal_count=3121 2686 2537 2489 2342 2289 1957 1514 234 1280 1151 834 337 443 235 317
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=12
num_cat=0
split_feature=1 4 159 43 14 4 52 49 4 1 16
split_gain=6.04368e-05 0.000158825 9.89837e-05 8.6752e-05 8.65643e-05 0.000159024 0.00012714 0.000205709 0.000125742 0.000142635 0.000115317
threshold=1.0000000180025095e-35 -0.083854999999999985 0.076905000000000015 0.070450000000000013 -1.0000000180025095e-35 -0.064054999999999987 1.0000000180025095e-35 -0.081404999999999991 0.053180000000000012 0.10871500000000002 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 -7 -9 -10 -11
right_child=2 -3 -4 -5 5 6 -8 8 9 10 -12
leaf_value=-0.00096833164913528351 -0.0019619871685035372 -0.0028160398815667669 0.0021047378985302946 0.0017057697319958409 -0.0023271287171525434 0.0031829339334333686 0.0030046301641545536 -0.0022489728922215359 0.0027036615576529971 -0.0024766739197059 0.00075595543545422313
leaf_weight=0.0014728893081913151 0.0011202892354650893 0.0014259582513297658 0.0014177184504146354 0.0012533524038023103 0.0011524053268458807 0.0010900018086282288 0.0010962184241321005 0.0014544224005219302 0.0010288848217467894 0.0010582301433124126 0.0014737044120374382
leaf_count=298 96 1278 304 36 432 98 144 187 79 47 122
internal_value=0 -0.000795691 0.000263613 0.00026105 -1.18945e-05 0.000249621 0.000661963 0.000241328 -0.000397994 0.000358041 -0.000595132
internal_weight=0 0.0041522 0.0108919 0.00272624 0.00947416 0.00835387 0.00720146 0.00610524 0.00501524 0.00356082 0.00253193
internal_count=3121 1612 1509 334 1205 1109 677 533 435 248 169
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=17
num_cat=0
split_feature=133 3 51 48 47 42 131 132 0 457 43 1 1 15 2 1
split_gain=0.000318084 0.000333732 0.000226742 0.000381725 0.000185063 0.000428701 0.000198815 0.000216249 0.000204878 0.000252132 0.000263572 0.000261007 0.000170263 0.000208381 0.000145465 8.50707e-05
threshold=0.10622000000000002 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.13148500000000005 0.09832500000000001 0.084390000000000007 0.066910000000000011 0.15398500000000004 0.069910000000000014 0.05259500000000001 0.111945 0.086560000000000012 -0.10091499999999999 0.086950000000000013 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 11 12 14 -14 -1 -13
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 15 13 -15 -16 -17
leaf_value=0.00035410151840290925 -0.00090740148431131377 0.00071910761856844893 -0.0010136817841354686 0.00016810696073669694 -0.00057937877213961469 0.00094490103390038494 -0.00067710339621325434 0.00078706988221532873 -0.0006780838976972026 0.00063403118549336314 0.00060152298399966274 0.00065789089362237364 -0.00021881456925186609 -0.0011070171441588741 -0.00047915125470660708 -1.2690378147461976e-05
leaf_weight=0.001201120402826536 0.0010200527157857844 0.00173869423565609 0.0015426052397726755 0.0014066461426269494 0.0011848440550199504 0.0014410175430433604 0.0010644151632843929 0.0010159697789483011 0.0010936894478161827 0.0017612911745085178 0.0014070301998442142 0.0010148352792166415 0.0015003541585709712 0.0013515459895836468 0.0010631928972822044 0.0010222047705703563
leaf_count=370 435 149 234 85 28 156 294 127 29 176 199 50 68 226 455 40
internal_value=0 3.09799e-05 -3.17572e-05 -0.000450027 4.47607e-05 9.42703e-05 3.44293e-06 6.17142e-05 -2.84317e-06 6.87063e-05 -4.76101e-05 -0.000175293 -0.000373048 -0.000639743 -3.71466e-05 0.000321387
internal_weight=0 0.0208095 0.0190708 0.00294925 0.0161215 0.0149367 0.0134956 0.0124312 0.0114153 0.0103216 0.00856028 0.00715325 0.00511621 0.0028519 0.00226431 0.00203704
internal_count=3121 2686 2537 319 2218 2190 2034 1740 1613 1584 1408 1209 1119 294 825 90
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=18
num_cat=0
split_feature=124 133 47 50 42 159 15 43 4 0 0 2 4 150 3 3 1
split_gain=0.000295707 0.000260214 0.000241015 0.000242901 0.000341295 0.000359491 0.000203619 0.000199217 0.000268422 0.000243858 0.000217897 0.000302343 0.000169294 0.000133185 0.00037938 0.000116027 8.57006e-05
threshold=0.10281000000000001 0.10622000000000002 0.13148500000000005 0.096640000000000018 0.09832500000000001 -0.026354999999999996 0.097485000000000016 0.0010100000000000003 -0.39518999999999993 -0.062294999999999996 -0.10151999999999999 0.079055000000000014 -0.080924999999999983 0.081835000000000019 0.090900000000000009 0.099930000000000005 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 10 11 -10 -9 15 -15 -13 -11
right_child=-2 -3 -4 -5 -6 6 -8 12 9 16 -12 13 -14 14 -16 -17 -18
leaf_value=0.00090925113787932799 0.00077775179107837211 -0.00080687923094214077 -0.0007447715545891517 -0.00066278305615263377 0.00081966361267479489 -0.00075418321784578564 -0.00070697081942957987 0.0008839998572145204 0.00069447438715296295 0.000724629417424674 -0.00058484688997724216 -4.7371245423276927e-05 2.6089204240203719e-05 -0.00055856421916240209 0.00065727066787328277 -0.00071888649406362699 0.00014787560389350389
leaf_weight=0.001004722147622073 0.0010916910626966861 0.0010261036807717163 0.0010070151676249131 0.0011299552131413529 0.0013630815312443275 0.0012499379914014926 0.0010370532225539722 0.0010374449731529456 0.0012471229604109606 0.0012025214234947573 0.0018957851050154378 0.0011368544140391568 0.0011697239268536061 0.0011381387764165529 0.001330686582992513 0.0013399607279034331 0.0012622304830732373
leaf_count=161 39 431 46 330 165 146 144 82 31 61 871 118 212 59 76 53 96
internal_value=0 -4.79689e-05 -8.14119e-06 3.18582e-05 7.69287e-05 1.38588e-05 -4.59267e-05 3.00393e-06 -7.67189e-05 3.52025e-06 -0.000126214 1.41873e-05 0.000429337 -0.000157358 9.67657e-05 -0.000410662 0.000429267
internal_weight=0 0.0205783 0.0195522 0.0185452 0.0174153 0.0160522 0.0150475 0.0140104 0.0118032 0.0105533 0.00808855 0.00619276 0.00220717 0.00494564 0.00246883 0.00247682 0.00246475
internal_count=3121 3082 2651 2605 2275 2110 1949 1805 1511 1365 1208 337 294 306 135 171 157
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=18
num_cat=0
split_feature=124 47 14 0 14 132 16 13 1 43 42 43 15 15 2 160 151
split_gain=0.000221804 0.000253938 0.000196794 0.000261097 0.000621244 0.000236095 0.000212197 0.000264177 0.000211912 0.000259775 0.000305567 0.0001708 0.000280361 0.000175244 0.000220709 0.00014689 0.000165317
threshold=0.10281000000000001 0.13148500000000005 0.076175000000000007 -0.10607499999999999 -0.10708499999999999 0.079970000000000013 -0.013324999999999998 -0.075129999999999988 0.12577000000000002 -0.51144999999999985 0.088465000000000002 -0.088704999999999992 0.013270000000000002 -0.09551999999999998 0.097845000000000015 0.086325000000000013 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -6 9 -5 11 -11 13 -13 -15 16 -9
right_child=-2 -3 -4 5 6 -7 -8 15 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00085387299058497471 0.00063205736489203141 -0.00073738566310603375 -0.00057318427742347321 0.00036947266235678262 0.00070820834705029778 0.00054205284874093464 0.00091241650318416782 -0.00017831456774477109 0.00041840286290904414 -0.00079370028130706016 -0.0010621852438340517 0.00015311964871698883 0.00052721903640660049 -0.0010117767458549653 -0.00011413097146108441 -0.00036492820367817371 0.00060368404009798586
leaf_weight=0.0010263696059951144 0.0010964155570986059 0.0011342433284766132 0.0012976338754384633 0.0011322756507405902 0.0019048134033358144 0.0010293441565992498 0.0013540494547702418 0.001094187324071072 0.0010526319867217556 0.001047492832529669 0.0012539354547060483 0.0011207651487129952 0.0010966680996534542 0.0011956562409690752 0.0012241734199826965 0.0013438007258914642 0.0013137580123568915
leaf_count=51 39 59 101 34 158 226 66 55 132 255 682 133 485 371 152 56 66
internal_value=0 -5.38618e-05 -1.40784e-05 2.58072e-05 0.000225914 -0.000132596 0.000383997 0.000257506 -0.000208711 -0.000290501 -0.000398197 -0.000251735 -0.000129313 -0.000332668 -0.000557665 2.86785e-05 0.000248338
internal_weight=0 0.0206218 0.0194876 0.0181899 0.00803698 0.0101529 0.00701061 0.00565656 0.0091236 0.00807097 0.00693869 0.00568476 0.00463726 0.00354059 0.00241983 0.00375175 0.00240795
internal_count=3121 3082 3023 2922 452 2470 401 335 2244 2112 2078 1396 1141 656 523 177 121
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=17
num_cat=0
split_feature=133 3 50 48 2 14 160 160 159 133 42 48 13 0 0 0
split_gain=0.000261176 0.000312841 0.000266869 0.000222017 0.000322557 0.000178803 0.000185657 0.000240797 0.000266155 0.000264251 0.000216025 0.000180999 0.00032718 0.000172905 0.000241398 0.000170438
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 0.11951500000000001 0.11548000000000001 0.076175000000000007 -0.098904999999999979 -0.081069999999999989 0.088800000000000004 -0.0061299999999999992 -0.088934999999999986 0.092150000000000024 -0.084034999999999985 -0.059114999999999994 0.024095000000000002 -0.23001499999999997
decision_type=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 -9 -11 12 -12 15 -15 -14
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 10 11 -13 13 14 -16 -17
leaf_value=-0.00071209625572318195 -0.0009359754977827237 0.00052401858202232336 -0.00090134196615665615 -0.00083021086579239834 0.00061688650495103159 -0.00080302239547907074 0.00069230224353272328 -0.00076540067591551731 -0.00088330165253920135 -0.00053764994891906145 0.00084996918380193798 -0.00038677221431232523 0.00027369672794978962 0.00094555236301861712 -0.00010944325451631825 -0.00049609434589682018
leaf_weight=0.001256238714931455 0.001116260637965368 0.0017004926357681574 0.001293424754801569 0.0011477613021302338 0.0014854378025292011 0.0010670846566551697 0.0010038867978303676 0.0012033116100677388 0.0010966588496522942 0.001468804044371109 0.0017058682622886614 0.0014555421717474815 0.0012056267940181433 0.0010504747655066832 0.0012047257809397402 0.001944300462187798
leaf_count=219 435 149 264 58 231 73 176 564 157 99 157 92 39 55 106 247
internal_value=0 -0.000137781 -0.00019523 -0.000145311 -9.94691e-05 -0.000167409 -0.000120938 -6.52651e-05 -0.000126918 -5.3111e-05 3.22978e-05 0.00013002 0.000235802 4.19693e-05 0.000381975 -0.000201459
internal_weight=0 0.0212896 0.0195891 0.0182957 0.017148 0.0156625 0.0145954 0.0133392 0.0123353 0.0112387 0.0100353 0.00856654 0.007111 0.00540513 0.0022552 0.00314993
internal_count=3121 2686 2537 2273 2215 1984 1911 1692 1516 1359 795 696 604 447 161 286
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=17
num_cat=0
split_feature=14 133 3 48 132 457 3 51 1 52 13 52 47 15 2 4
split_gain=0.000285928 0.000251803 0.000304624 0.000234736 0.000265673 0.000273944 0.000201744 0.000190881 0.000203187 0.000233245 0.000323263 0.000291307 0.000231875 0.000155324 0.000144275 0.000130891
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.081240000000000021 0.069910000000000014 0.090900000000000009 0.087505000000000013 0.12500000000000003 0.11125500000000001 -0.084034999999999985 -0.085984999999999992 0.092710000000000015 -1.0000000180025095e-35 0.089885000000000007 -0.111605
decision_type=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 14 -12 13 -13 -1 -15
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 15 -16 -17
leaf_value=3.5424248781513943e-05 -0.00067796948985208722 -0.00068159492380105539 0.00068375112036636327 -0.00057156680221648792 0.00073473246614411787 5.4278642451293585e-05 0.00090014277151510662 -0.00055557214853518019 0.00046336422240408665 -0.00074988490433953439 -0.00086216017155215426 0.00047887052618421632 -0.00061402473894760028 0.00019894447118048783 0.00077172380874246903 -0.00048390839891198148
leaf_weight=0.0010259883048439724 0.0013146654298055163 0.00102619542246559 0.001655123185733908 0.0013787668806504163 0.0012178041856401025 0.0012777626581262349 0.0012144961563693712 0.0015781508048830087 0.0017410699922752225 0.0010483825969141167 0.0011421814560308623 0.0016774737034819772 0.0011922317211844197 0.0013916633265016439 0.0013756055769972297 0.0011177713698704399
leaf_count=353 101 421 145 63 179 156 51 236 94 238 322 189 75 37 112 349
internal_value=0 3.63575e-05 7.31321e-05 1.81438e-05 6.597e-05 1.43681e-05 0.000466474 -7.04116e-05 -5.03997e-06 -8.68272e-05 -8.92233e-06 -0.000180569 -3.58426e-05 0.000128796 0.000457168 -0.000105217
internal_weight=0 0.0210607 0.0200345 0.0183793 0.0170006 0.0157828 0.00249226 0.0132905 0.0117124 0.0099713 0.00892292 0.00652132 0.00537914 0.00418691 0.00240159 0.00250943
internal_count=3121 3020 2599 2454 2391 2212 207 2005 1769 1675 1437 972 650 575 465 386
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=13
num_cat=0
split_feature=3 50 132 0 3 156 15 457 3 15 0 3
split_gain=6.26818e-05 0.000122217 0.000101718 0.000135094 0.000131597 0.000154091 0.000136409 0.000146496 0.000140366 7.93758e-05 6.97187e-05 6.7328e-05
threshold=0.13524500000000003 0.083640000000000006 0.079970000000000013 0.12113000000000002 -0.13927999999999999 0.083310000000000009 -0.016799999999999995 0.060310000000000009 0.088060000000000013 0.050935000000000008 -0.071924999999999989 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 11 -8 -2 -6
right_child=10 -3 -4 -5 5 -7 9 -9 -10 -11 -12 -13
leaf_value=0.002103572487415746 0.0018937176899618921 -0.0023279816947395075 0.0018554846283998438 -0.0021316515772391619 -0.0012801207904968583 -0.0025030368166378495 0.0027212170112940822 0.0015068554835801615 -0.003217509069728338 0.00035974555259084441 -0.0003625234541875333 0.00081244673323640527
leaf_weight=0.0011666826022588327 0.0013650685833332954 0.0010619978801493521 0.0011036451645295717 0.001363284242910102 0.001497156149385219 0.0010946997947529138 0.0010424099355468503 0.0011445957975389498 0.0010133619526300208 0.0014254920169067351 0.001006494351471209 0.0011500173322507067
leaf_count=121 132 556 252 107 393 303 105 111 39 773 60 169
internal_value=0 -0.00021319 -2.6052e-05 -0.000216601 5.72234e-05 -0.000228092 0.000114322 -0.000524018 -0.00115904 0.0013572 0.000936166 -0.000371042
internal_weight=0 0.0130633 0.0120013 0.0108977 0.00953442 0.00836773 0.00727303 0.00480513 0.00366054 0.0024679 0.00237156 0.00264717
internal_count=3121 2929 2373 2121 2014 1893 1590 712 601 878 192 562
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=12
num_cat=0
split_feature=41 157 52 0 52 13 3 0 0 1 52
split_gain=6.76617e-05 8.18158e-05 8.52903e-05 0.000271926 0.000175849 0.000167208 0.000292768 0.000176084 0.000123289 0.00012717 0.000111235
threshold=0.07831500000000001 -0.073574999999999988 0.10744000000000002 0.15398500000000004 0.17829500000000004 -0.010384999999999998 0.11296500000000002 -0.019414999999999998 -0.098289999999999975 0.094465000000000007 -0.013374999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 10 7 8 9 -7 -3
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.001772361113887253 -0.0017874782701451004 0.0029401724858636688 0.0034217871799926813 -0.0040489591645329415 -0.00063147863312279897 -0.0015272331755977358 -0.0042031910527320481 0.0025453727407262201 -0.002896632704296952 0.0017712259456780979 0.00016547580844586637
leaf_weight=0.0014682368498998436 0.0011423215147955404 0.0014255394892808242 0.0010761931096829333 0.0010197936378415493 0.0013429295823893378 0.0013054447583358275 0.0011034195318391227 0.00119841972374027 0.0010635467687501766 0.0013041718466962893 0.0018568584276383148
leaf_count=404 151 415 186 39 295 92 72 104 516 78 769
internal_value=0 0.000102673 -9.04145e-05 -0.000387499 0.00117169 1.58467e-05 -0.000728351 5.87047e-05 -0.000752605 0.000121192 0.00137052
internal_weight=0 0.0141646 0.0126963 0.0102772 0.00241912 0.0092574 0.005975 0.00487158 0.00367316 0.00260962 0.0032824
internal_count=3121 2970 2566 2085 481 2046 862 790 686 170 1184
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=17
num_cat=0
split_feature=1213 38 3 484 457 160 133 3 11 43 16 4 1 1 13 0
split_gain=0.000272497 0.000181179 0.00024865 0.000198138 0.000199346 0.000193881 0.000182474 0.000189869 0.000266445 0.000164576 0.000211864 0.000207636 0.00015654 0.000352606 0.000155979 0.00012058
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.16158000000000003 -0.0068949999999999992 -0.0029299999999999994 -0.22361499999999998 0.088625000000000009 -0.20241999999999996 0.081365000000000007 -0.074359999999999996 0.042200000000000008 -0.0016099999999999997 0.094825000000000007 0.11212500000000002 0.18141000000000002 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 14 11 -11 -13 -14 15 -9
right_child=1 -3 -4 4 5 6 -8 8 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.00074342189295263541 -0.00053002345493544545 -0.00056068237180284921 0.00060067658513618578 -0.00049379724203938173 -0.00047195208493044471 0.0007494771950752033 -0.0003936049658465125 0.00038625851731608163 -0.00054542620975016104 0.00065885590590675062 -0.00038701686256398715 -0.00044596773061457011 0.00076555901979272287 -0.00035299806168128696 7.7724992537890055e-05 0.0010257453176594016
leaf_weight=0.0010286507121595031 0.001348923385132767 0.0010650637313769354 0.0016331837985841249 0.0013174457778074569 0.0011769234774018653 0.0011857621813611248 0.0012290328113468115 0.0014739295375483796 0.00109862716006326 0.0015454549074602744 0.0016509044466270772 0.0010719709975270551 0.0012351940213477519 0.0011598716279031807 0.0015975729696168228 0.0010876838072896178
leaf_count=491 475 61 140 141 256 103 412 242 63 291 136 105 48 29 53 75
internal_value=0 2.46779e-05 5.61453e-05 7.22589e-06 5.02854e-05 9.6492e-05 0.000143159 0.000193491 0.000138189 0.000207584 6.56454e-05 0.000214733 1.67627e-05 0.000223869 0.000434983 0.00065779
internal_weight=0 0.0208775 0.0198125 0.0181793 0.0168304 0.0155129 0.014336 0.013107 0.0119212 0.0108226 0.0066634 0.00501249 0.00346704 0.00239507 0.00415919 0.00256161
internal_count=3121 2630 2569 2429 1954 1813 1557 1145 1042 979 609 473 182 77 370 317
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=16
num_cat=0
split_feature=133 3 50 52 3 159 43 52 0 42 47 49 0 1 3
split_gain=0.000343397 0.000308892 0.000240066 0.000210886 0.000220993 0.000199153 0.000151319 0.00019304 0.000326177 0.000278213 0.000245058 0.00038019 0.000172069 0.000180337 8.32981e-05
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 -0.40306999999999998 -0.20241999999999996 0.091530000000000014 0.0010100000000000003 -0.081429999999999989 -0.076579999999999995 -1.0000000180025095e-35 0.092710000000000015 -0.069799999999999987 -0.083914999999999976 0.094465000000000007 -0.10023499999999998
decision_type=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 -6 -9 11 -11 13 -13 -14
right_child=-2 -3 -4 4 5 -7 -8 9 -10 10 -12 12 14 -15 -16
leaf_value=-0.00069539498708271982 -0.00091519095080333729 0.00067898454075356789 -0.00075240132894800781 0.00067428580501422135 -0.00016191241014146187 -0.00059835793287810971 0.00048112350348193753 -0.00080391395853113593 0.00097109457893436847 -0.00078419351856551982 -0.00063171883121751916 0.00011152894132685288 0.00022626971948829256 0.00084277245514446583 -0.00040548715068150699
leaf_weight=0.0010722077198426104 0.0011022210498906051 0.0017764198065068895 0.0011817415205530582 0.0014210733239963204 0.0014469811247480868 0.001372712969449171 0.0019463586271481212 0.0013716758724052211 0.0012971287019609657 0.0010622722383600994 0.0014052803205799047 0.0016993909242449924 0.0011799359243322982 0.0019491336730735886 0.0010724465683687387
leaf_count=276 435 149 264 62 145 250 313 333 86 106 87 286 22 95 212
internal_value=0 2.40362e-05 -3.56949e-05 1.05958e-05 5.45433e-05 -1.1855e-06 5.56206e-05 -1.07175e-05 0.000373655 -0.000119008 -6.74451e-06 0.000119385 0.000282046 0.000502178 -7.45342e-05
internal_weight=0 0.0212548 0.0194783 0.0182966 0.0172244 0.0158033 0.0144306 0.0124842 0.00274411 0.00974014 0.00836846 0.00696318 0.00590091 0.00364852 0.00225238
internal_count=3121 2686 2537 2273 1997 1935 1685 1372 231 1141 808 721 615 381 234
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=12
num_cat=0
split_feature=147 11 457 48 15 0 15 3 12 15 43
split_gain=5.98787e-05 0.000105328 0.000100199 0.000112622 0.000201106 0.000128001 0.000105553 0.000191199 0.000191066 0.000164199 0.000105078
threshold=0.089025000000000007 0.081005000000000008 -0.0029299999999999994 0.082620000000000013 -0.074054999999999996 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -0.095244999999999982 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 9 8 10 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0020269282691415492 0.0012867844215540968 -0.0020352567949913241 -5.4715428044684506e-06 0.00094121827655453422 -0.0010709619459649408 0.0041592131711252582 0.0022403302094902177 0.0024594406533579561 -0.0024667162244935838 -0.0032096890966361396 -0.00065112736818262018
leaf_weight=0.0010106303006631326 0.0014273788651637523 0.0012588043922288081 0.0019335177815172425 0.00126202650863938 0.0011633775487265999 0.0010261756492665822 0.0011018578237936283 0.0014317719070822132 0.0013611976125451602 0.0011786895573584234 0.0012046536086792719
leaf_count=241 124 178 327 54 106 307 70 46 1029 456 183
internal_value=0 -0.000168414 1.70053e-05 0.000194114 0.00121973 0.00238437 -0.000236979 0.000362353 -0.000456292 -0.00121901 0.000730169
internal_weight=0 0.0139327 0.0126739 0.0116633 0.00345158 0.0022882 0.00821169 0.00509948 0.00366771 0.00311221 0.00230651
internal_count=3121 2997 2819 2578 467 361 2111 1328 1282 783 253
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=11
num_cat=0
split_feature=1 12 43 16 14 3 16 1 3 16
split_gain=5.91239e-05 9.45382e-05 8.14162e-05 0.000133779 8.24572e-05 0.000162864 0.00013858 0.000130726 0.000178343 0.000166737
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 -1.0000000180025095e-35 0.090900000000000009 -0.094359999999999986 0.098700000000000024 -0.10831999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -6 -10
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11
leaf_value=0.0015514919115832079 0.0012323150631726508 -0.0019983826443359812 -0.0017049169963233354 -0.0023600370441710424 0.00080904532198441113 -0.00012825305462771242 0.0029126705605468433 0.0011641361651817071 -0.00067416902473841527 -0.0041232388041425906
leaf_weight=0.0013814840516348801 0.0015285244630891424 0.0011839789330318111 0.0010767893421049788 0.0011648370238230019 0.001573023499567121 0.0011903586053767512 0.0016201130723798585 0.0018339920610975571 0.0015930920217767973 0.0010747218565766419
leaf_count=139 169 121 98 375 121 88 87 253 1028 642
internal_value=0 -0.00017083 2.15619e-06 -0.000190204 6.35075e-05 0.000277819 0.00162471 -0.000345308 -0.000998081 -0.00206362
internal_weight=0 0.0136924 0.0125084 0.0111269 0.00996209 0.0088853 0.00281047 0.00607483 0.00424084 0.00266781
internal_count=3121 2952 2831 2692 2317 2219 175 2044 1791 1670
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=17
num_cat=0
split_feature=133 3 48 50 2 52 2 12 16 4 52 52 0 15 12 4
split_gain=0.000327323 0.000309958 0.000266013 0.000304063 0.000224794 0.000184106 0.000184751 0.000329085 0.000246389 0.000244473 0.00030729 0.000260488 0.000210608 0.000198802 0.000117765 0.000184089
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 0.11434500000000002 0.096015000000000017 -0.029094999999999999 0.057265000000000003 0.0061450000000000003 -0.088204999999999992 -0.061194999999999992 -0.17169499999999996 -0.11713499999999999 0.084100000000000022 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 12 10 -9 -11 -8 -13 15 -12
right_child=-2 -3 -4 -5 -6 -7 8 9 -10 11 14 13 -14 -15 -16 -17
leaf_value=-0.00072525052001629964 -0.00074040275050649292 0.00058696524207622273 -0.00062259112246470193 -0.00057492943311953488 0.00056951910634969846 -0.00044145319549330282 0.00055998049562264402 -0.00081984705725791278 0.00079904174807521062 0.0007326076420591576 0.00058261009418354574 -0.00040877066258615676 -0.00025256477337300408 0.00033118877010516779 -0.00035064155084866405 -0.00019519782245950191
leaf_weight=0.0011063237708475839 0.0010642268671545848 0.0017873434368730337 0.0012517346014906386 0.0014356261921260735 0.0016195460485879066 0.0014076475046464762 0.0010102123156201515 0.0010269510043655807 0.0013816623703122449 0.0016238218457123102 0.0012020552899887349 0.0011152756360502947 0.0014850199070741152 0.0017709555212147704 0.0010113431439415926 0.0010967802095256437
leaf_count=125 435 149 65 439 233 193 36 215 171 55 75 36 165 101 551 77
internal_value=0 3.97317e-05 -1.03116e-05 3.15843e-05 8.32363e-05 3.15526e-05 7.96948e-05 -1.93329e-05 0.000333938 6.89408e-05 -0.000163777 0.000292736 7.63999e-05 4.52592e-05 3.97627e-05 0.000211516
internal_weight=0 0.0213323 0.019545 0.0182932 0.0168576 0.015238 0.0138304 0.00995351 0.00387689 0.00884718 0.00433713 0.00451005 0.00249523 0.00288623 0.00331018 0.00229884
internal_count=3121 2686 2537 2472 2033 1800 1607 1235 372 1110 918 192 201 137 703 152
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 52 0 2 3 4
split_gain=5.5447e-05 8.58888e-05 8.94159e-05 8.79563e-05 0.000192102 0.000108584 9.316e-05 0.00019712 0.000132919 8.21471e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.089199999999999988 -0.11242999999999999 0.11093500000000002 -0.10217499999999997 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 8 -8 -6
right_child=1 2 3 5 9 6 7 -9 -10 -11
leaf_value=-0.0014404373460000024 0.0014734192349429743 -0.001700616640341004 0.0028530035823310838 0.001256672853255144 0.00079863493903222882 0.00068917406261270568 -0.0035366645073173189 0.0012611469313301201 -0.00091421981134487992 -0.0013518469296545375
leaf_weight=0.0010481646071398018 0.0015947461726857617 0.001271420500477907 0.0012962910119434269 0.0013669535187925711 0.0017531774311186936 0.0013878518954133527 0.0013168825951730438 0.0010021485815254749 0.0019486416877713651 0.0012281743417167576
leaf_count=503 232 187 351 239 225 106 85 83 988 122
internal_value=0 7.94126e-05 -9.74223e-05 8.29593e-05 0.000803753 -0.000356102 -0.000745913 -0.00121261 -0.00197177 -8.72607e-05
internal_weight=0 0.0141663 0.0125715 0.0113001 0.00427764 0.00702248 0.00565552 0.00426767 0.00326552 0.00298135
internal_count=3121 2618 2386 2199 698 1501 1262 1156 1073 347
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=12
num_cat=0
split_feature=14 157 14 13 52 2 49 2 3 2 13
split_gain=5.3113e-05 0.000107086 0.000107447 0.000106299 0.000171891 0.000159661 0.000149558 0.000130749 0.000127755 9.87932e-05 7.62151e-05
threshold=0.018475000000000002 -0.073574999999999988 -0.10708499999999999 -0.084034999999999985 0.10744000000000002 0.10882500000000002 -0.081404999999999991 0.11093500000000002 -0.074479999999999977 0.089885000000000007 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 10 -5 8 -8 -10 -4
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.0018009445743254321 -0.0014970213300013629 -0.0021177196829452877 -0.00094602685918434833 0.0015087557576570628 0.0017522074164137917 0.0030735491375006971 -0.0021856345074218555 -0.0033385168518128496 -0.0008457181939601179 0.0017158693497857547 0.0014179701038436101
leaf_weight=0.0014313415449015996 0.001005724754168936 0.0010770002283849453 0.0013999248156048583 0.0010388886069476778 0.0014073590454339521 0.0011390572850901084 0.0016868300500707794 0.0010526591901212981 0.0017527290961890252 0.0010653809890307613 0.0010506725805641435
leaf_count=398 119 102 80 102 316 143 860 217 138 163 483
internal_value=0 8.09416e-05 -0.000113361 7.28377e-05 -0.000352576 0.00102138 -0.00080163 -0.00123351 -0.000741642 0.000122685 6.75165e-05
internal_weight=0 0.0141018 0.0126705 0.0115935 0.00800385 0.00358965 0.00659649 0.0055576 0.00450494 0.00281811 0.0024506
internal_count=3121 3002 2604 2502 1796 706 1480 1378 1161 301 563
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=16
num_cat=0
split_feature=133 3 14 48 50 132 0 160 0 1 0 13 3 0 4
split_gain=0.000308191 0.000303039 0.000276503 0.000292643 0.000271437 0.000234771 0.000192405 0.000237847 0.000164184 0.000185791 0.000202793 0.000198413 0.000253508 0.000185763 0.00010884
threshold=0.10622000000000002 0.16158000000000003 0.076175000000000007 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.23091999999999999 0.086075000000000013 -0.13027499999999997 0.12958500000000003 -1.0000000180025095e-35 -0.084034999999999985 -0.10115999999999999 0.15398500000000004 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 14 10 11 -10 -13 -12 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 13 12 -14 -15 -16
leaf_value=0.00061817395889277147 -0.00088082676336652139 0.00069948337233036802 -0.0008480481566190193 -0.00077307155922863547 -0.00065277056576126325 0.00082098191808844937 0.00086303509668776799 -0.00061632155923391023 0.00018223922768041082 0.00050435937862235256 0.00057619691153905437 -4.0326847667620659e-05 -0.0010059151502754371 -0.00027458636800139661 0.00014675368599650156
leaf_weight=0.0015598246343984075 0.0010528847005585795 0.0016683747388600558 0.0010505114251380112 0.0011738680316142327 0.0012734542389518091 0.0012366311543237094 0.0010670273338426739 0.001455518962094616 0.0013065952039400105 0.0015318473880234842 0.0016288483527284814 0.0012981867444797892 0.0016779587592697142 0.0011996454225782216 0.0012285624799484004
leaf_count=60 435 149 83 63 429 158 35 246 376 81 152 59 712 25 58
internal_value=0 2.95023e-05 -3.03089e-05 1.83954e-05 7.48259e-05 0.000135821 7.51012e-05 6.75478e-06 8.96624e-05 -1.39291e-05 -0.000125575 -0.000350739 -0.000584728 0.000215355 0.000479693
internal_weight=0 0.0203569 0.0186885 0.017638 0.0164641 0.0151906 0.013954 0.0123942 0.0109387 0.00864308 0.00711123 0.00428274 0.00297615 0.00282849 0.00229559
internal_count=3121 2686 2537 2454 2391 1962 1804 1744 1498 1405 1324 1147 771 177 93
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=11
num_cat=0
split_feature=41 484 160 42 43 3 16 3 151 1
split_gain=5.53618e-05 8.03896e-05 7.33795e-05 9.55202e-05 0.000138492 0.000227549 7.09508e-05 0.000107762 0.00015959 0.00014138
threshold=0.07831500000000001 0.085515000000000022 -0.081399999999999986 -1.0000000180025095e-35 -0.043144999999999996 -0.077774999999999983 0.064860000000000015 -0.13309499999999996 -0.0083949999999999979 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -9 -10
right_child=-2 -3 3 4 6 -7 -8 8 9 -11
leaf_value=-0.0015365118406803983 -0.0014064785355342147 0.0016097711090059261 -0.0013785340775953486 -9.8760294043301883e-05 -0.0016399558081209402 0.0039086005520653794 -0.0013766618458339553 -0.0014063321168551188 9.7115313352531593e-05 0.0027013230993843018
leaf_weight=0.0012957877803157708 0.0011304850118186707 0.0013317487215715887 0.0015939045518811841 0.0013463969682086796 0.0010784000848982379 0.0010803355733749413 0.0014857105049412879 0.0012049192781438001 0.0018560052853298752 0.0016800957289838658
leaf_count=383 151 330 719 319 47 305 181 99 457 130
internal_value=0 8.99828e-05 -7.03759e-05 9.73656e-05 0.000339091 0.00168524 -0.000108094 0.000215775 0.000637882 0.00133444
internal_weight=0 0.0139533 0.0126216 0.0113258 0.00973186 0.00242673 0.00730513 0.00581942 0.00474102 0.0035361
internal_count=3121 2970 2640 2257 1538 624 914 733 686 587
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=17
num_cat=0
split_feature=133 3 48 50 48 51 40 13 47 2 2 13 2 151 3 2
split_gain=0.000344639 0.000251695 0.000295667 0.000305477 0.000247747 0.000342098 0.000201406 0.000267325 0.000347376 0.000202211 0.000255544 0.000175704 0.000250358 0.000385228 0.000214469 0.000136887
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.099600000000000008 0.08955500000000001 -1.0000000180025095e-35 0.24813000000000004 0.092530000000000015 0.113445 0.10327000000000001 -0.10664 0.084245000000000014 -0.0067699999999999991 -0.0087149999999999988 -0.13033999999999998
decision_type=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 10 11 -8 14 -14 15 -13
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0004856276895688697 -0.00098684586896726845 0.00065590626231809383 -0.00083341376539182465 -0.00073955460217589868 0.00075508239590866145 -0.00092291713319197675 0.00078056578558096908 0.00096385864207315479 -0.00076901229802828219 0.00089740124755324031 -0.00068079827646661711 0.00051254360091698345 0.00041953241041097194 -0.00090082747231999191 0.0010166501205630674 -0.00027570713179403579
leaf_weight=0.0015226501144629681 0.0010201759952621894 0.0017137516272672784 0.0012388106679743762 0.0013858903875990152 0.0015048351420549914 0.0010256688696557168 0.0013452021466112685 0.0011293816338477933 0.0012149523824809281 0.0010746596470896106 0.0010412952468195624 0.0012796237760731577 0.0011739715435811794 0.0014258707889516047 0.0011044790435665863 0.0012881474411431948
leaf_count=234 435 149 65 439 119 113 65 41 108 162 155 27 137 575 27 270
internal_value=0 2.97177e-05 -2.74994e-05 2.94965e-05 9.55704e-05 2.77143e-05 9.94066e-05 0.000173163 9.15977e-05 0.000199023 0.000112344 0.000220768 0.000100706 -0.000304612 0.000387659 0.00011711
internal_weight=0 0.0204692 0.0187554 0.0175166 0.0161307 0.0146259 0.0136002 0.0120776 0.0109482 0.00973325 0.00865859 0.00761729 0.00627209 0.00259984 0.00367225 0.00256777
internal_count=3121 2686 2537 2472 2033 1914 1801 1567 1526 1418 1256 1101 1036 712 324 297
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=12
num_cat=0
split_feature=131 13 2 42 3 0 1 4 3 151 1
split_gain=5.76987e-05 7.33287e-05 0.000123779 0.000107697 0.000126079 0.000180469 0.000188127 0.000128927 9.93883e-05 7.3396e-05 6.19047e-05
threshold=0.088610000000000008 -0.15078499999999997 0.11215000000000001 0.092860000000000012 0.076840000000000006 -0.074479999999999977 0.094385000000000011 -0.0035949999999999997 -0.13309499999999996 -0.0083949999999999979 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6 -7 -9 -11
right_child=-2 3 -4 -5 7 8 -8 9 -10 10 -12
leaf_value=-0.00026098334316694213 -0.0015245197861179336 -0.002743098987521426 0.0030040571651466404 -0.0020269478766313286 -0.0030706592031030802 0.00064343321453892385 0.0014316387835392086 -0.0015581193637593579 0.0030166543121742263 0.0019758965031704471 -0.0005255271611106472
leaf_weight=0.0012956550857560764 0.0012126296185007148 0.0011965523185759842 0.0011130751254511684 0.0013607664550182525 0.0010029309135186626 0.001883645093627706 0.001040721994968026 0.0011660580967536305 0.0017602942017372345 0.0010002589199231693 0.0010411869348354585
leaf_count=82 443 1192 109 495 117 162 133 59 237 53 39
internal_value=0 0.000108937 0.00124779 -0.000130593 0.000125113 0.000804235 -0.000801119 -0.000823497 0.00178988 -0.000120848 0.00070011
internal_weight=0 0.0138611 0.00240873 0.0114524 0.0100916 0.00588121 0.00223727 0.00421043 0.00364394 0.0032075 0.00204145
internal_count=3121 2678 191 2487 1992 1724 1325 268 399 151 92
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=16
num_cat=0
split_feature=14 124 47 4 157 0 43 13 15 4 1 0 43 0 151
split_gain=0.000268661 0.000238413 0.000255576 0.000204278 0.000217008 0.000265644 0.000270726 0.000195344 0.000240695 0.000225898 0.000207902 0.000140403 0.000270274 0.000337869 9.46611e-05
threshold=0.076175000000000007 0.10281000000000001 0.13148500000000005 -0.49405499999999997 -0.08107499999999998 1.0000000180025095e-35 0.084740000000000024 -0.11122999999999998 -0.091184999999999988 0.0061450000000000003 0.086560000000000012 -0.17169499999999996 -0.074359999999999996 -0.10224499999999999 -0.00099499999999999979
decision_type=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 -6 10 -9 14 -13 -14 -11
right_child=-2 -3 -4 4 5 6 -8 9 -10 11 -12 12 13 -15 -16
leaf_value=-0.0005343245183265763 -0.00075936344391821077 0.00077130175068616195 -0.00079286582490466998 0.00070517058537062141 -0.00018932245383826944 0.00098471236209546125 -2.870927973840998e-05 -0.00012244136369315859 0.00083936030007687539 8.1186702122776428e-06 -0.00090147482543703836 0.00032428776772123639 -0.0012358202934461655 7.6536402188400477e-05 0.00071419074625545908
leaf_weight=0.0015323474587987064 0.0012143057986055963 0.0011189372776561615 0.0010548426780858646 0.001419511488079255 0.0011899213312654977 0.0014390265459047003 0.0013998667653360997 0.0019185626434664524 0.0012613357072031013 0.0010027613287846293 0.0017755839321482725 0.0016893764875812491 0.0010192014126237936 0.0010959060823979502 0.0010425243313759713
leaf_count=154 101 39 59 279 100 125 30 1105 95 42 449 239 77 181 46
internal_value=0 3.54969e-05 -8.20188e-06 3.83348e-05 9.23237e-05 3.36787e-05 0.000484991 -7.31332e-05 0.000340004 -0.000179243 -0.000496882 2.13467e-05 -0.000165023 -0.000555846 0.000368018
internal_weight=0 0.0199597 0.0188408 0.0177859 0.0162536 0.0148341 0.00283889 0.0119952 0.00245126 0.00954392 0.00369415 0.00584977 0.00380448 0.00211511 0.00204529
internal_count=3121 3020 2981 2922 2768 2489 155 2334 195 2139 1554 585 497 258 88
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=17
num_cat=0
split_feature=1213 14 45 474 124 42 160 133 15 13 457 151 4 43 0 4
split_gain=0.000310632 0.000228582 0.000210117 0.000242946 0.000196734 0.000301872 0.000245653 0.000307711 0.000275505 0.000270694 0.000290721 0.00027256 0.000371457 0.000372496 0.00020744 0.000220512
threshold=-1.0000000180025095e-35 0.076175000000000007 0.081955000000000014 0.082665000000000002 0.10281000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099660000000000012 -0.037864999999999989 0.086705000000000018 -0.0029299999999999994 -0.086029999999999981 0.24564500000000003 -0.074359999999999996 -0.10151999999999999 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 9 -7 10 -8 -12 13 -13 15 -15
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.00093749481369261522 -0.0006297973474734288 -0.00069453093258042744 -0.00069667709309870879 0.0007798845254050399 0.00077310242014242488 -0.0010306765213607021 -0.00072308815098660016 -0.0007211842058053267 0.00015345134971417074 0.00084240560654364166 -0.0005315272165801972 0.00095122427658512858 0.0010971997121485293 0.00081504408530492568 -0.00054754998888078893 -0.0002243900529028767
leaf_weight=0.0010346601743385772 0.0019310963191215237 0.0012266993464682399 0.0010024965496935314 0.0014370046107098624 0.0010301344599004661 0.0011168723140753262 0.0010033218040845235 0.0010001970580297151 0.0011746601819934708 0.0019635781662934457 0.0011200144639819144 0.0013199862016352593 0.001602913717899071 0.0010577168102710015 0.0017007104084253693 0.001358522962974007
leaf_count=491 575 87 59 357 38 267 76 194 226 98 91 163 159 33 174 33
internal_value=0 2.05245e-05 6.47824e-05 0.000105351 4.95782e-05 3.99133e-06 8.88759e-05 0.00018573 -0.000423682 0.000267253 0.000144004 0.00025062 0.000375057 0.000162155 -9.08384e-05 0.000230626
internal_weight=0 0.0210459 0.0198192 0.0188167 0.0173797 0.0163496 0.0144185 0.012127 0.00229153 0.0111268 0.00916319 0.00815986 0.00703985 0.00543694 0.00411695 0.00241624
internal_count=3121 2630 2543 2484 2127 2089 1514 1021 493 827 729 653 562 403 240 66
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=18
num_cat=0
split_feature=14 124 1 47 12 0 474 42 14 15 2 1 457 3 133 52 0
split_gain=0.000199463 0.000177556 0.000207361 0.000254828 0.000252006 0.000251415 0.000223961 0.000262387 0.00021445 0.000211562 0.000248043 0.000302336 0.000267568 0.000204152 0.000128014 0.000140019 1.09235e-06
threshold=0.076175000000000007 0.10281000000000001 1.0000000180025095e-35 0.13148500000000005 0.098330000000000015 -0.084044999999999995 0.059400000000000008 0.097315000000000026 -0.22253999999999999 -0.10653 0.11448000000000001 0.11212500000000002 0.060310000000000009 0.083060000000000009 1.0000000180025095e-35 0.091275000000000009 -0.089269999999999988
decision_type=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 8 -4 -10 11 12 13 16 15 -7 -11
right_child=-2 -3 3 -5 -6 14 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00076346707994405798 -0.00061628083692991532 0.00066319100770514115 -0.00061969424877126352 -0.00062875252640486512 -0.00094888625145596382 -4.1392744341033409e-05 0.00073027154670590115 0.00075805647203750208 0.00057658263397447227 0.0001148412589133558 0.00064772314498784639 -0.00090200121104240278 0.00062047364591573905 -0.00072364338929288758 -0.00028541491571707026 0.0007408150054483098 4.2761178370785345e-05
leaf_weight=0.0010313943016268682 0.0011870423938173938 0.0010238021698588664 0.0011589124628221268 0.0010378542907383279 0.0010083528426802976 0.0011451179026083103 0.0014928503775873412 0.001246020539289708 0.0017005130766299358 0.0010026263776294932 0.0010671957075601979 0.001075883872503347 0.0012426901391430212 0.0012168504555827298 0.0012646692114309799 0.0010473055100530537 0.0010076286429425083
leaf_count=727 101 39 65 53 276 207 192 185 170 67 72 86 92 69 314 72 334
internal_value=0 3.623e-05 1.98861e-06 0.000106726 -0.000250461 -9.35574e-05 0.000169236 9.10953e-05 3.36082e-06 9.02167e-05 -3.48533e-05 -0.000166206 1.09e-05 -0.000223834 0.000106305 0.000332262 7.87115e-05
internal_weight=0 0.0197697 0.0187459 0.013249 0.00549684 0.00448849 0.0122112 0.0107183 0.0094723 0.00831339 0.00661288 0.00554568 0.0044698 0.00322711 0.00345709 0.00219242 0.00201026
internal_count=3121 3020 2981 1385 1596 1320 1332 1140 955 890 720 648 562 470 593 279 401
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=12
num_cat=0
split_feature=147 52 41 52 4 0 16 0 2 151 2
split_gain=5.61698e-05 0.000114607 0.000141489 0.000180125 0.000106147 0.000207837 0.00018464 0.000131148 0.000213842 0.000106181 0.000128765
threshold=0.089025000000000007 0.15116000000000002 0.075585000000000013 0.10347000000000002 -0.35136499999999998 -0.076579999999999995 0.25084500000000004 -0.10607499999999999 0.11215000000000001 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 -6 -11
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.0019467078702519126 0.001368459127434309 -0.0021136854059476398 -0.0024625281708236528 0.0031874858195728309 -0.00082615733840265019 0.0034497236241454602 -0.00041193057138142868 -0.002520541314832949 -0.0025093945122338732 0.00034992736431367898 0.0037325836737701246
leaf_weight=0.0012992735974792823 0.0014140513467424407 0.001448353183624595 0.0010851257546959934 0.0010554277190913683 0.0011541419988904678 0.0017097880334469668 0.0010862700559089548 0.00130437920417582 0.0012532282628066604 0.0013432875038036961 0.0010965462465108988
leaf_count=177 124 373 145 196 80 356 189 1213 104 79 85
internal_value=0 -0.000164133 6.38101e-05 0.000306361 9.60652e-06 0.00029368 0.00194947 -0.00045892 9.58608e-05 0.00100432 0.00187021
internal_weight=0 0.0138358 0.0123875 0.0113023 0.0102469 0.00894764 0.00279606 0.00615158 0.0048472 0.00359398 0.00243983
internal_count=3121 2997 2624 2479 2283 2106 545 1561 348 244 164
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=16
num_cat=0
split_feature=133 3 48 50 132 0 160 52 133 13 150 16 4 12 4
split_gain=0.000315488 0.000186907 0.000257075 0.000229804 0.000215727 0.000178954 0.000195344 0.000196176 0.000260769 0.000312356 0.00017925 0.000280111 0.000303391 0.000204074 0.000107269
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.079970000000000013 -0.23091999999999999 0.086325000000000013 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.087380000000000013 -0.092484999999999984 0.09173000000000002 0.081420000000000006 -0.046564999999999988
decision_type=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 -7 -10 11 -11 13 14 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.00057180089524239825 -0.00088744401871432093 0.00053211173083370664 -0.00072868385125330942 -0.00061547055596493556 0.00072382368811665368 -0.00066103464508422618 -0.00057879369341113241 -0.00050797146012737594 0.00078928666059443391 0.00077067367528497631 -0.00045073015548476747 -0.00032737831956453127 0.00064938187070107676 -0.00084573065099627679 0.00036027754892048089
leaf_weight=0.0014222345884284905 0.0010253159869963785 0.0017341106006072407 0.0012365310475193061 0.0013193396030714418 0.0012527296003122515 0.0010097962095051679 0.0014834881953242054 0.0014842349771638516 0.0018642066869744107 0.0015369739745264973 0.0014653238758164377 0.0012428737224214892 0.0012774978415259763 0.0010851226238260403 0.0011121188599361228
leaf_count=65 435 149 65 439 181 505 245 192 230 71 84 85 31 296 48
internal_value=0 2.68267e-05 -1.97994e-05 3.013e-05 8.25896e-05 2.89791e-05 -2.79476e-05 3.97096e-05 0.000116441 0.000198357 5.56592e-05 0.000174296 -2.00008e-05 -0.000268578 -2.64054e-06
internal_weight=0 0.0205266 0.0187925 0.0175559 0.0162366 0.0149839 0.0135616 0.0120781 0.0105939 0.00958412 0.00771991 0.00625459 0.00471761 0.00344012 0.00235499
internal_count=3121 2686 2537 2472 2033 1852 1787 1542 1350 845 615 531 460 429 133
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=17
num_cat=0
split_feature=133 14 3 48 50 132 0 160 151 52 13 12 13 16 43 0
split_gain=0.000256533 0.000256543 0.000248424 0.000288223 0.000231332 0.000252116 0.000190863 0.000248273 0.000177221 0.000278154 0.000331954 0.000289925 0.000283436 0.000173605 0.000271496 0.000146379
threshold=0.10622000000000002 0.076175000000000007 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.23091999999999999 0.086075000000000013 -0.076249999999999984 0.11434500000000002 -0.084034999999999985 0.10345000000000001 -0.0090849999999999976 -0.056919999999999991 -0.12152999999999999 -0.084044999999999995
decision_type=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 -8 10 15 12 -12 -14 -15 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 13 14 -16 -17
leaf_value=0.00043027040176867308 -0.00084195031391790193 -0.00077649990250068231 0.00049218267699111093 -0.00079558270625462962 -0.00065858684572261592 0.00063197880400787736 0.00041607068102330344 -0.00068897761732370432 8.1467840527335339e-05 -0.00075434042969876739 -0.0010322681384162067 0.00048454747760259359 0.00023515257804075637 0.00012208755156205151 -0.00078738980402279972 0.00085727880109870164
leaf_weight=0.0014098840209619797 0.0010993066843721011 0.0011888399198924917 0.0014904650642985065 0.0012709271789397283 0.0013295349104738901 0.001146780124897385 0.0014458927259476126 0.0015114066553144631 0.0010197125602233181 0.0013127957518314646 0.0010124365770866131 0.0010948244380196426 0.0014483516807122024 0.001248951932181443 0.001575535457176468 0.0010454268517801069
leaf_count=60 435 87 145 63 429 158 190 246 243 179 357 86 164 25 182 72
internal_value=0 -0.000119589 -7.92559e-05 -0.000126911 -7.57207e-05 -2.49781e-05 -7.83143e-05 -0.000134706 -5.99354e-05 -0.000130467 -3.34876e-05 -0.000197819 -0.000339169 -0.000174941 -0.000385231 0.000474203
internal_weight=0 0.0205518 0.0193629 0.0178725 0.0166015 0.015272 0.0141252 0.0127153 0.0112039 0.00975804 0.00844524 0.0063801 0.00528528 0.00427284 0.00282449 0.00206514
internal_count=3121 2686 2599 2454 2391 1962 1804 1744 1498 1308 1129 814 728 371 207 315
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=19
num_cat=0
split_feature=1213 14 43 52 38 3 457 12 133 42 43 16 48 16 151 13 4 12
split_gain=0.000359916 0.00022169 0.000198108 0.000273272 0.000232874 0.000366982 0.000239807 0.000183804 0.000284365 0.000212416 0.000274412 0.000301064 0.000183643 0.000316813 0.000283894 0.000309921 0.000258967 0.000166786
threshold=-1.0000000180025095e-35 0.076175000000000007 0.24789500000000006 0.41423000000000004 1.0000000180025095e-35 0.149315 -0.0029299999999999994 -0.069644999999999985 0.084415000000000018 -0.11051499999999999 -0.083684999999999996 0.22339500000000004 0.085845000000000019 -0.094359999999999986 -1.0000000180025095e-35 -0.083894999999999983 0.053180000000000012 0.093535000000000021
decision_type=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 -2 -8 9 -9 17 12 14 -14 -12 -16 -17 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 11 -13 13 -15 15 16 -18 -19
leaf_value=-0.00083816641911655949 -0.00046801150412303845 -0.00056737490066437646 -0.00054926694092213683 -0.00061417104214282346 -0.00050784379325053753 0.00096034778794684553 0.00072807176598504422 -0.00043701126230591181 -0.00059407624318248383 0.00099172430245682047 0.0010417489527145155 -0.00047574457165008513 -0.00057640758040357191 0.00045359078911249076 0.00081690020908418439 -0.00062092680370346136 0.00030978868106386841 0.00024208930858225184
leaf_weight=0.0010290542620499379 0.0012899746486444577 0.0012073652158794959 0.0010228154205234033 0.0010438120917641838 0.0010713764590533073 0.0011427769156902015 0.001129086971267324 0.0010149778108425904 0.0010270976476958868 0.0013941719221639585 0.0011023380924912781 0.0014185368964506756 0.0012536207458150317 0.0011852310976556146 0.0011929468398682577 0.0010230053336603628 0.0015103925570181254 0.0010703665579621935
leaf_count=491 208 87 161 174 60 137 205 68 588 87 64 213 47 64 107 226 68 66
internal_value=0 2.68981e-05 6.29671e-05 9.61527e-05 0.000137746 0.000179029 0.000121837 0.000174965 0.000127627 0.000188558 0.0002455 0.000126147 0.000243629 -7.58499e-05 0.00040499 0.000216622 -6.60413e-05 0.000666153
internal_weight=0 0.0210999 0.0198925 0.0188697 0.0178259 0.0167545 0.0156117 0.0143218 0.0131927 0.0121656 0.0111506 0.00868607 0.00726753 0.00243885 0.00482868 0.00372634 0.0025334 0.00246454
internal_count=3121 2630 2543 2382 2208 2148 2011 1803 1598 1010 942 789 576 111 465 401 294 153
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=18
num_cat=0
split_feature=133 14 44 3 51 48 47 42 131 132 0 48 151 1 4 16 0
split_gain=0.000297165 0.00027072 0.000237842 0.000357385 0.000276212 0.000356562 0.000201608 0.000329799 0.000255872 0.000259175 0.000266189 0.000295399 0.000431079 0.000260232 0.0003723 0.000204307 0.000158345
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.13148500000000005 0.09832500000000001 0.084390000000000007 0.066910000000000011 0.15398500000000004 0.092065000000000022 -0.077429999999999985 0.111945 -0.0029599999999999995 -0.094359999999999986 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 10 11 12 -1 14 16 -16 -14
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.001115607819781064 -0.0008148092568636149 -0.0006653905602750904 -0.00067015582720358934 0.00093075542850235221 -0.00092880007721388364 0.00027898998216965913 -0.00047781168920161496 0.00091910290090991078 -0.00062444783919892344 0.00094081856033451658 -0.00063535439364787729 -0.00051881597758841977 0.00073083011438830928 0.0008320723043575885 -0.00097775988336773413 -7.2525918599944213e-05 2.2319493576935326e-05
leaf_weight=0.0013443511357196826 0.0010952011825679916 0.0013157886842301006 0.0010163178564717148 0.0012417574125225253 0.0014702932210811015 0.0010363105201415396 0.0012257421832924118 0.0013868413826569068 0.0010817109557709629 0.0010098595549637443 0.0010848047564557825 0.0012676376808601212 0.001522872625376274 0.001124242723794161 0.0010518973426789924 0.0015102504074048463 0.00161780671807632
leaf_count=232 435 87 59 132 215 71 27 152 290 108 29 119 625 84 143 173 140
internal_value=0 2.74832e-05 7.30837e-05 0.000112889 5.56233e-05 -0.000429461 0.00013547 0.000189156 0.000108912 0.000177691 0.000104462 0.000189488 0.000299367 0.000138637 1.93491e-06 -0.000444172 0.000365867
internal_weight=0 0.0213085 0.0199927 0.0189764 0.0177346 0.0025066 0.015228 0.0140023 0.0126154 0.0115337 0.0105239 0.00943906 0.00817142 0.00682707 0.00570283 0.00256215 0.00314068
internal_count=3121 2686 2599 2540 2408 286 2122 2095 1943 1653 1545 1516 1397 1165 1081 316 765
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=18
num_cat=0
split_feature=1213 14 133 44 3 51 48 132 47 0 52 52 0 48 1 3 3
split_gain=0.000306181 0.000242431 0.00025704 0.0002565 0.000383937 0.000275868 0.000340083 0.000244797 0.000208251 0.000457248 0.000358652 0.000422187 0.000198848 0.000233393 0.000257362 0.000147554 0.000157709
threshold=-1.0000000180025095e-35 0.076175000000000007 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.079970000000000013 0.092530000000000015 -0.055064999999999996 -0.088204999999999992 -0.077024999999999996 0.15398500000000004 0.078735000000000013 0.111945 -0.12018999999999998 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 10 -10 -2 -12 13 14 15 -13 -17
right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 -15 -16 16 -18
leaf_value=-0.00086017778297216622 -0.00053218006064798061 -0.000669932514857101 -0.00072310069961543423 -0.00068077777235243237 0.00099984669592256457 -0.00090399109696143144 0.00027280779365264904 0.00084547962073196182 -0.00081269589986732161 0.00040021058439752768 0.0013212760458145257 0.00079291881166905932 -0.00038967670470591991 -0.00034404480629427234 0.0010756768815398943 -0.00034629031487427934 0.00039108208212103903
leaf_weight=0.0010524219224750655 0.0014009561658829247 0.0012155270615594729 0.0010073037484837335 0.0010065445970930389 0.0012888629842493496 0.0014674958062459572 0.0011205535155178192 0.0012858683399744062 0.0017184723963990234 0.0015115080022507507 0.0010123137341962992 0.0010264224376861338 0.0011850446717942553 0.0011168233852261178 0.0013390737450424198 0.0012700966526234926 0.0018343983398541154
leaf_count=491 383 87 366 59 132 189 69 134 171 30 82 38 22 74 123 600 71
internal_value=0 2.81165e-05 6.93223e-05 0.00011008 0.000152928 8.9792e-05 -0.00039447 0.000175044 0.000110782 -0.000245102 0.000223642 0.000344185 0.000216916 0.000326049 0.000462863 0.000264214 8.94117e-05
internal_weight=0 0.0218073 0.0205917 0.0195844 0.0185779 0.017289 0.00258805 0.014701 0.0134151 0.00322998 0.0101851 0.00878417 0.00777186 0.00658681 0.00546999 0.00413092 0.00310449
internal_count=3121 2630 2543 2177 2118 1986 258 1728 1594 201 1393 1010 928 906 832 709 671
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=11
num_cat=0
split_feature=14 157 14 13 52 1 49 4 47 0
split_gain=6.60992e-05 9.40419e-05 9.68267e-05 9.255e-05 0.000155422 0.000142503 0.000124217 0.000135098 9.36994e-05 5.14361e-05
threshold=0.023790000000000002 -0.073574999999999988 -0.10708499999999999 -0.084034999999999985 0.10744000000000002 0.090475000000000014 -0.081404999999999991 0.0061450000000000003 0.092710000000000015 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5 9 -9 -8
right_child=-2 2 3 4 -6 -7 7 8 -10 -11
leaf_value=0.001842645087983412 -0.0018389410487081039 -0.0021600408844398952 -0.00030653232638975082 0.0014807462668235069 0.0018103625585425673 0.0025647595986252624 -0.0036194904498792323 0.00077174760249883732 -0.0016840414141501062 -0.0014468554786762173
leaf_weight=0.001476573158631784 0.0010194277404735877 0.0011266455710847176 0.0019700770985495884 0.0010674774226618923 0.0014739538062937541 0.0017519309795006998 0.0012358667629368374 0.0019017159642697491 0.0014838806156687034 0.0011093110417720251
leaf_count=398 113 102 476 102 316 234 862 290 104 124
internal_value=0 9.01632e-05 -0.000107055 8.57873e-05 -0.000345789 0.00104497 -0.000813272 -0.00124058 -0.000304606 -0.0025918
internal_weight=0 0.0145974 0.0131209 0.0119942 0.00827221 0.00372201 0.00679825 0.00573077 0.0033856 0.00234518
internal_count=3121 3008 2610 2508 1798 710 1482 1380 394 986
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=17
num_cat=0
split_feature=133 14 133 147 15 484 3 40 3 1 15 16 52 1 15 2
split_gain=0.000318036 0.000272109 0.000243779 0.000222706 0.000214129 0.000310456 0.000291216 0.000239564 0.000218841 0.000264581 0.000423868 0.000234605 0.000145317 0.000242476 0.000173105 0.00010212
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 0.089025000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.077644999999999978 -0.0036699999999999992 -0.13309499999999996 1.0000000180025095e-35 -0.016799999999999995 0.042200000000000008 0.060015000000000006 0.11669000000000002 -0.10091499999999999 0.090675000000000019
decision_type=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 -7 11 -10 12 -9 13 14 -11 -16
right_child=-2 -3 -4 -5 6 7 -8 8 9 10 -12 -13 -14 -15 15 -17
leaf_value=-0.00077899903068190087 -0.00087150531351267715 -0.00068449315627030019 0.000621428936095723 0.0006625922922427345 -1.1861942015414675e-05 -0.0005233647730025371 -0.0011098909672052429 0.00016661644073850805 -0.0005138657451712838 0.00049197848987540338 0.0010331000472120389 0.0011691626668105862 0.00056461358603876498 -0.00071858966662169388 -0.00056095330437969061 0.00013803363637892292
leaf_weight=0.0010627259495188815 0.001035501696170559 0.0012560631113882606 0.0019906479288110289 0.0013245431657966647 0.0015839466792490452 0.0013202733654217045 0.0010322064929194621 0.0013101304888403194 0.0015758530195561955 0.0017307459693398624 0.0013346893685235468 0.0011203887678803426 0.0010967287378518265 0.0011838552883021158 0.0010189188915891711 0.0011524623430840819
leaf_count=187 435 87 573 100 573 160 182 66 226 57 92 90 79 86 84 44
internal_value=0 4.15499e-05 8.75197e-05 2.79693e-05 -2.29046e-05 5.65174e-05 -0.000445091 0.000125649 0.000200006 8.54056e-05 0.000211029 0.000628757 3.35652e-05 -8.09487e-05 0.000112503 -0.000189965
internal_weight=0 0.0210942 0.0198381 0.0178475 0.0165229 0.0139068 0.00261615 0.012844 0.0115238 0.00909325 0.0075174 0.00243052 0.00618271 0.00508598 0.00390213 0.00217138
internal_count=3121 2686 2599 2026 1926 1171 755 984 824 668 442 156 350 271 185 128
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=12
num_cat=0
split_feature=1 12 4 12 12 43 0 49 3 2 1
split_gain=6.35516e-05 8.72751e-05 8.35956e-05 0.000111026 0.000139834 0.000129961 0.000164563 8.42621e-05 0.000127962 0.000170244 5.28046e-05
threshold=0.13686500000000004 0.11650500000000001 -0.49405499999999997 0.10345000000000001 0.092355000000000007 -0.043144999999999996 -0.070154999999999981 -0.069799999999999987 0.12745000000000004 0.089125000000000024 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 9 -9 -11
right_child=-2 -3 3 -5 -6 7 -8 8 -10 10 -12
leaf_value=-0.0017505114777448905 0.0011902795638393518 -0.0018090665962367362 9.2986740131127671e-05 0.0020609531632542148 -0.0018136184713955963 -0.001656306770739688 0.0033566754387296545 -0.00097123130289889783 -0.0017124963201861625 0.00093965763246093128 0.0028353332376170387
leaf_weight=0.0010321431913247201 0.001566590823569307 0.0011989151667372759 0.0015034765068968614 0.0011104059848518902 0.0015724471836157288 0.0013432906137691688 0.0010789331496524517 0.0015636491608925825 0.0011796818476008664 0.0014556854234650807 0.0010133350855277001
leaf_count=149 169 121 818 197 529 98 130 576 76 185 73
internal_value=0 -0.000163704 -1.02271e-05 0.000141726 -5.72491e-05 0.000244981 0.00145656 -0.000232285 0.000134704 0.000675067 0.00171768
internal_weight=0 0.014052 0.012853 0.0118209 0.0107105 0.00913805 0.00258241 0.00655564 0.00521235 0.00403267 0.00246902
internal_count=3121 2952 2831 2682 2485 1956 948 1008 910 834 258
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=20
num_cat=0
split_feature=1213 133 1456 14 0 457 49 0 15 43 48 51 16 1 13 13 0 48 1
split_gain=0.000357691 0.000317453 0.00033099 0.000288205 0.000238815 0.000265649 0.000245297 0.000251979 0.000337109 0.000239507 0.000225767 0.000203018 0.000201687 0.000163854 0.000158063 0.000216457 0.000225503 0.000148101 7.77083e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 0.076175000000000007 -0.019414999999999998 -0.0029299999999999994 0.005085000000000001 -0.10607499999999999 -0.095869999999999983 -0.084154999999999994 0.089025000000000007 -0.054954999999999997 -0.16075999999999999 0.095950000000000021 0.10935500000000002 0.0076650000000000008 0.11070500000000001 0.10396500000000002 0.089875000000000024
decision_type=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 5 -4 7 8 12 -9 18 -11 -7 -13 15 16 -6 -8 -10
right_child=1 -3 3 -5 14 6 17 9 10 11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00078334785598111628 -0.00070206819693223487 -0.00071380732839095267 -0.00052791937751265564 -0.00055803158216527948 7.9953732590252159e-05 0.00039182048375555506 -0.00057889523696697063 -0.00052917256015159184 0.00068412950105734504 0.00065663003011731951 0.00018904261217400864 0.00026086109590689412 -0.00045645615090115197 -0.00045661822375863217 0.00074449808638063096 -0.00027860870707257336 0.00093482064358981604 7.384995725920466e-05 0.0011962754134752561
leaf_weight=0.001068314366056893 0.0010102908107822569 0.0010332828551742465 0.0013493364360776259 0.0011730720323863677 0.0012972007990800323 0.0010768992262448762 0.0013529115704962952 0.0012885460066689178 0.0011645433715614635 0.001084629587098985 0.0011873290442556694 0.0013512653192794379 0.0010369388023931947 0.0010789260421553287 0.0016676885515973794 0.0010826805072454704 0.0010542262242615452 0.0012701906621755271 0.0010727616019089448
leaf_count=491 234 373 209 63 119 66 326 197 33 92 39 392 29 125 42 98 40 69 84
internal_value=0 2.95702e-05 6.51322e-05 0.000102778 0.000142703 5.18048e-05 0.00011214 0.000207244 0.00040681 -2.28647e-05 0.000672911 0.00016275 -2.42998e-05 -5.76764e-05 0.000397737 0.000229342 0.00046322 -0.000262815 0.000929697
internal_weight=0 0.0226327 0.0215994 0.0205891 0.0194161 0.0143143 0.0129649 0.0103418 0.00553847 0.00480337 0.00342463 0.00351482 0.00211384 0.00243019 0.0051018 0.00343411 0.00235143 0.0026231 0.0022373
internal_count=3121 2630 2257 2023 1960 1661 1452 1057 251 806 156 609 95 517 299 257 159 395 117
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=12
num_cat=0
split_feature=4 160 52 2 48 52 4 4 43 0 15
split_gain=5.77678e-05 8.77685e-05 9.30381e-05 0.000109896 0.000437368 0.000200444 0.000231392 0.000144143 0.000253357 0.000125668 4.48898e-05
threshold=0.27287000000000006 -0.091944999999999985 0.10744000000000002 0.10097500000000002 0.084855000000000014 -0.088204999999999992 0.0082450000000000006 -0.0016099999999999997 -1.0000000180025095e-35 -0.11756999999999999 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 -7 -9 -2
right_child=10 2 -4 4 -6 7 -8 9 -10 -11 -12
leaf_value=-0.001923863577552497 1.5087850165991083e-05 -0.0037268691201119966 0.0015199755176804484 -0.0036627620867230553 0.0016825279196521256 -0.00037347565730549661 0.00060449899085320317 -0.0017649491806873883 0.0035188003225209686 0.001204831059668362 0.0015988160596421969
leaf_weight=0.0011602820921524414 0.0015662913807057283 0.0010450835099093088 0.0014065772942245822 0.0015305994037578714 0.0011223308642521745 0.0012658925822106619 0.0010418669678039158 0.0012688258297313126 0.0016035253250570869 0.0011481448371453602 0.0014653696489058876
leaf_count=405 167 360 204 312 148 768 50 74 266 182 185
internal_value=0 -0.000219453 -4.64779e-05 -0.000266234 -0.00140142 0.000142206 -0.00156452 0.000815985 0.00180166 -0.000354201 0.000780591
internal_weight=0 0.0125931 0.0114328 0.0100263 0.00265293 0.00737334 0.00208695 0.00528639 0.00286942 0.00241697 0.00303166
internal_count=3121 2769 2364 2160 460 1700 410 1290 1034 256 352
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=17
num_cat=0
split_feature=133 124 14 132 42 123 484 160 160 1 47 1 1 1 42 1
split_gain=0.000304772 0.000200396 0.000174409 0.000205279 0.00031444 0.000214797 0.000276963 0.000259003 0.000251047 0.000184922 0.000360263 0.000227824 0.000174611 0.000184255 0.000218138 0.00012612
threshold=0.10622000000000002 0.10281000000000001 0.076175000000000007 0.081240000000000021 -0.088934999999999986 0.083430000000000018 -0.0068949999999999992 -0.098904999999999979 0.092070000000000013 0.13146500000000003 0.086380000000000012 0.10612500000000001 0.11230000000000001 0.091095000000000023 0.084050000000000014 0.077565000000000009
decision_type=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 12 -12 13 14 15 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00076390552045670654 -0.00082631670287689678 0.00068513351599659722 -0.00055987243588362845 0.00059808484993495805 -0.00074798488512773157 0.00070665932468013976 -0.00062850913907355906 0.00031605611447259091 -0.00044715771171729594 0.00081745626490195892 0.00011973857006037407 -0.00084700690489198044 0.00081627289033628923 -0.00018841884490448975 -0.00017435797209870723 0.0009279986120853662
leaf_weight=0.0011984020377334972 0.0010092495439585894 0.0010102034625352743 0.0012293215412593197 0.0013529848885706621 0.0010705428468438744 0.0010416549683231078 0.0011723329983718842 0.001815851601584817 0.0015839785521811764 0.0010069940057893254 0.0010473021440191854 0.0012037973318648199 0.0012283250840416926 0.0020052387235851565 0.0012347749194810062 0.0013483402874334693
leaf_count=255 435 35 87 206 345 166 263 298 115 79 97 59 71 206 318 86
internal_value=0 2.6836e-05 -7.19776e-06 2.99074e-05 -1.54256e-05 4.14925e-05 -5.5858e-06 5.26522e-05 0.000116666 0.000198671 0.000135626 -0.000397238 0.000292786 0.000192382 0.000365967 0.00057682
internal_weight=0 0.02055 0.0195398 0.0183105 0.0169575 0.0157591 0.0147175 0.0136469 0.0124746 0.0108906 0.00988363 0.0022511 0.00763253 0.00640421 0.00439897 0.00316419
internal_count=3121 2686 2651 2564 2358 2103 1937 1592 1329 1214 1135 156 979 908 702 384
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=21
num_cat=0
split_feature=1213 1374 457 38 40 52 43 3 3 4 1 133 159 15 47 43 16 12 0 3
split_gain=0.000346511 0.000339455 0.000410071 0.000299415 0.000333402 0.000458064 0.000253257 0.000486371 0.000272982 0.000415461 0.000334091 0.000270619 0.000368429 0.000266636 0.00029984 0.000300598 0.000471543 0.000216178 0.000162674 0.000161187
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.091015000000000013 0.084835000000000008 0.051255000000000002 0.41423000000000004 0.18116500000000002 0.16158000000000003 0.088060000000000013 0.42051500000000003 0.11414000000000001 0.088525000000000006 0.082585000000000006 -0.11713499999999999 0.098400000000000015 -0.084004999999999982 -0.094359999999999986 0.084100000000000022 -0.097734999999999989 0.10732000000000001
decision_type=2 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 7 8 9 11 19 12 13 -3 15 17 -17 -15 -18 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21
leaf_value=-0.00091474516474430447 -0.00087942320712095304 -0.00033273860480069326 0.00099682987134345883 -0.00080219576076211022 0.0009561421598130005 -0.0010277361763325484 -0.00065696963349855437 0.001115427210009307 -0.00047404930701688044 0.001133544697671104 -0.0011152238601139109 -0.00065838643792299751 -0.00072187619300941497 0.0012070222286772573 0.0012150336575162248 0.00074304021870413091 -5.7521643468634733e-05 0.00024187471104153673 -0.00093734831156130666 0.00030457502105298267
leaf_weight=0.0010764580628632439 0.0010398733723100398 0.0015330120517187233 0.0011485214876186802 0.0011128132777498126 0.0010088224088662381 0.001045553430321782 0.0011664228917916816 0.0011764565241527683 0.0012396251784483345 0.001042639368180485 0.0010271943842923292 0.0011752957917110932 0.0010857709353693243 0.0011552718312000118 0.0010176584616318762 0.001270517882769797 0.0011054181322483307 0.0012502994506949916 0.0010700664916700074 0.0015456228996013621
leaf_count=491 55 82 102 52 39 189 166 118 77 127 29 479 221 95 48 82 52 155 420 42
internal_value=0 1.87884e-05 6.09053e-05 9.78745e-06 5.51581e-05 7.08376e-06 6.76595e-05 0.000118287 4.26937e-05 0.000164444 -0.000331136 6.96872e-05 0.000159875 0.000273818 0.000409184 0.000269037 -3.55672e-05 0.000705385 -0.000490286 -4.19659e-05
internal_weight=0 0.0232169 0.022177 0.0210285 0.0199156 0.0189068 0.0178613 0.0166948 0.0155184 0.011706 0.00381244 0.0106633 0.00948802 0.00840224 0.00686923 0.00585157 0.003446 0.00240557 0.00217548 0.00278525
internal_count=3121 2630 2575 2473 2421 2382 2193 2027 1909 1761 148 1634 1155 934 852 804 554 250 472 119
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=13
num_cat=0
split_feature=14 147 52 41 52 157 42 43 3 1 1 3
split_gain=6.59e-05 9.10416e-05 0.000136085 0.000131292 0.000141546 0.000152746 0.00014328 0.000156998 9.72352e-05 0.000172839 0.000230462 7.38559e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.15116000000000002 0.075585000000000013 0.10347000000000002 -0.071119999999999989 -0.0060199999999999993 -0.063379999999999978 -0.077644999999999978 0.11103500000000001 0.094465000000000007 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 10 11 -10
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 -12 -13
leaf_value=0.0026234784331214279 -0.0017065366130035256 0.001721172013991433 -0.0020483504480766981 -0.0021101321147699043 0.0027114800873122365 -0.0021091665860555834 0.0019573211736266523 0.0013266355067608872 -0.0025944933781573945 -0.0031100387489386154 0.0026280552908567604 -3.9086834406542685e-05
leaf_weight=0.0010005674836312409 0.0010006734083066729 0.0014127544721835869 0.0014418568329775542 0.001067177254555852 0.0010718808583201353 0.0014509335126179209 0.0017928586140116814 0.0012245488552387121 0.0010276526882271415 0.0011251955671799652 0.0010157570863622567 0.0010439445477103959
leaf_count=323 110 167 355 112 193 641 470 383 154 122 65 26
internal_value=0 8.81847e-05 -8.57668e-05 0.000153628 0.000378286 0.000119967 -0.00016859 0.000220852 -0.000351741 -0.000839629 -1.21712e-05 -0.00130674
internal_weight=0 0.0146751 0.0132624 0.0118205 0.0107533 0.00968146 0.00868089 0.00722996 0.0054371 0.00421255 0.00308735 0.0020716
internal_count=3121 3011 2844 2489 2377 2184 1861 1220 750 367 245 180
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=11
num_cat=0
split_feature=1 376 132 0 16 0 15 49 2 15
split_gain=6.81432e-05 9.31012e-05 0.000102417 0.000147415 0.000161588 0.000139865 0.000120967 0.000194937 0.000114651 9.0264e-05
threshold=0.13686500000000004 0.048375000000000008 0.081240000000000021 -0.10151999999999999 0.023255000000000001 -0.11756999999999999 -0.095869999999999983 -0.069799999999999987 0.083995000000000014 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 -1 -8 -5 -6
right_child=-2 -3 -4 4 9 -7 7 -9 -10 -11
leaf_value=-0.0015704677748508758 0.0013037431482366038 0.0017846164934496183 0.0015929150528392643 -0.0037490562002003218 0.0014793047187735917 0.0022489310789373458 -0.001698432506326431 0.0020344923529559385 -0.0010565984153087474 -0.0010293749627589789
leaf_weight=0.001994899533610317 0.0015886495225340249 0.0010277978342825784 0.0011531602002185512 0.0014657528440421537 0.00100555039275807 0.0012404529875142426 0.0010301411745079481 0.0016936744082196586 0.0014312891489728398 0.0018930469644395931
leaf_count=143 169 141 280 522 273 96 58 143 1003 293
internal_value=0 -0.00017542 -0.000331488 -0.000520274 -0.00128866 0.00022703 -0.000304486 0.000622708 -0.00241884 -0.000159091
internal_weight=0 0.0139358 0.012908 0.0117548 0.00579564 0.00595917 0.00471872 0.00272382 0.00289704 0.0028986
internal_count=3121 2952 2811 2531 2091 440 344 201 1525 566
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=11
num_cat=0
split_feature=4 42 43 16 42 0 2 16 4 3
split_gain=6.77029e-05 9.47585e-05 0.000101454 0.000131557 0.000174198 0.000133552 0.000153122 0.000129587 9.55835e-05 4.20655e-05
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.26435500000000006 -1.0000000180025095e-35 0.041630000000000007 0.084245000000000014 -0.094359999999999986 -0.062539999999999984 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9 -2
right_child=9 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.002617103513222566 0.00010418928677916971 -0.0018116294767827217 0.0020669056370005183 -0.0024818236941944551 0.0017674717417339241 0.0029097199559119965 -0.0023465454594313218 -0.0013749637655116544 0.0013115895637965367 0.0018069680584618132
leaf_weight=0.0010797946213973331 0.0015132595894820078 0.0017389958873632776 0.0010947432715778119 0.0011836990134317773 0.0019371483981178422 0.001000857576932912 0.001525660127032636 0.0011317616589012237 0.0017217596254263043 0.0014795507887951373
leaf_count=612 83 526 167 256 349 64 162 202 431 269
internal_value=0 -0.000257217 -4.00784e-06 -0.000240642 7.52908e-05 0.000472606 8.64323e-05 -0.000657182 0.000246051 0.000945989
internal_weight=0 0.0124144 0.0106754 0.00958068 0.00839698 0.00731719 0.00631633 0.00437918 0.00285352 0.00299281
internal_count=3121 2769 2243 2076 1820 1208 1144 795 633 352
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=20
num_cat=0
split_feature=133 1456 1213 124 132 42 133 43 4 47 2 2 0 12 4 16 0 2 47
split_gain=0.000589694 0.000361045 0.00031776 0.000285179 0.000250773 0.000423282 0.000233137 0.000302476 0.000254016 0.000212429 0.000373329 0.000304202 0.000278787 0.000324742 0.00038169 0.000311193 0.000256478 8.63903e-05 5.9534e-05
threshold=0.10622000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10281000000000001 0.079970000000000013 -0.088934999999999986 0.083950000000000011 -0.27207999999999993 -0.27825499999999997 0.086380000000000012 0.11510000000000002 0.11215000000000001 -0.23051499999999997 0.095175000000000023 -0.0024449999999999997 -0.092804999999999985 -0.10474999999999998 0.12992500000000004 0.10783500000000001
decision_type=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 -4 7 -7 -9 10 11 12 -10 14 15 -14 18 -12 -11
right_child=-2 2 3 -5 -6 6 -8 8 9 16 17 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00087682054404319542 -0.0010875689394787952 -0.00076492161056082369 -0.00086008100758332227 0.00090599223205314818 0.00072096172915130704 0.0007921100382400955 0.00067329258613785681 -0.0005860518255400393 0.00077562728817284808 -0.00093411458298661861 0.0010898226752035695 -0.00077399872184181519 0.00074367271329049917 0.00052445552638910576 -0.00094085925273390699 -0.00049513301012912587 0.00023342618032312637 0.00043495246704827734 -0.00038417782294540749
leaf_weight=0.0010634895284204115 0.0012634736464256771 0.0010930275717483387 0.0012841052546962847 0.0011429050670517795 0.0014722442929538939 0.0012706913493474295 0.0016434565111354956 0.0018349220155422447 0.0014068179736614851 0.0010120018948369669 0.0010869279557050868 0.0010993876537381819 0.0010573935278864561 0.0018189317469669564 0.0014651299614171446 0.0010413745922858361 0.0014186939151656372 0.0010014055062197991 0.0010253888853259951
leaf_count=264 435 399 163 34 185 29 428 160 46 24 76 41 38 88 139 294 125 105 48
internal_value=0 3.96091e-05 8.16639e-05 0.000123569 8.08622e-05 3.2452e-05 9.54854e-05 3.80698e-05 -2.46843e-05 5.19949e-05 0.000171044 1.09576e-05 0.000138059 -2.85717e-05 -0.000310824 0.000128997 -0.000291688 0.000775797 -0.000657339
internal_weight=0 0.0242383 0.0231748 0.0220818 0.0209389 0.0194666 0.0181825 0.0165391 0.0152684 0.0134335 0.00997737 0.00788904 0.00678965 0.00538283 0.0035639 0.00209877 0.00345608 0.00208833 0.00203739
internal_count=3121 2686 2422 2023 1989 1804 1641 1213 1184 1024 827 646 605 559 471 332 197 181 72
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=18
num_cat=0
split_feature=133 1456 124 14 1374 457 11 3 15 133 3 0 16 15 16 4 43
split_gain=0.000399863 0.000338759 0.000292143 0.000220895 0.00017363 0.000251476 0.000171656 0.00032987 0.000422777 0.000257044 0.000229992 0.000267592 0.000323113 0.000396276 0.000203706 0.000195697 0.000163151
threshold=0.10622000000000002 -1.0000000180025095e-35 0.10281000000000001 0.076175000000000007 -0.08070999999999999 0.085540000000000019 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 0.083950000000000011 0.20828500000000003 -0.10151999999999999 -0.27167499999999994 -0.10203999999999998 0.15891500000000003 0.033845000000000007 -0.074359999999999996
decision_type=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 -6 10 11 12 -9 -14 -13 -15 -16
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 -12 14 13 15 16 -17 -18
leaf_value=-0.00092253168519981288 -0.00100249133205548 -0.00059219326519587446 0.00092879948770496399 -0.00067919571576848577 0.0013733857359606804 0.00076091260014034094 -0.00054003001307407756 -0.00055604521849484203 8.2540071376532945e-05 0.00064801916720445591 0.00059833162168342969 -0.00091454022987368761 -0.0003771302664657145 0.00030298523170768686 0.00021201630038421781 0.0013310798973378418 -0.00068162303397795653
leaf_weight=0.001004418995237579 0.0011112836427387687 0.0010432310830452698 0.0010591346234670165 0.0011683752596465249 0.0011845128661729376 0.0015206099445364543 0.0012762323420325563 0.0016119564477534709 0.0017760350782260953 0.0013956900996713604 0.0011218933010233032 0.001927574477299996 0.0012787036340274893 0.0010571209914829148 0.0013083462870930873 0.0010177457577107418 0.0010168609139211277
leaf_count=264 435 53 34 70 61 131 96 88 87 399 119 955 56 55 79 23 116
internal_value=0 2.66699e-05 7.25857e-05 2.65644e-05 7.10491e-05 0.000110602 4.86923e-05 9.98167e-05 0.000599006 -2.61111e-05 -0.000117103 -0.000204174 5.96985e-05 0.000355667 -0.000512269 0.000807277 -0.000178791
internal_weight=0 0.0217684 0.020764 0.0197049 0.0185365 0.0174933 0.0159727 0.0146964 0.00296055 0.0117359 0.0103402 0.00921831 0.00496553 0.00335357 0.00425278 0.00207487 0.00232521
internal_count=3121 2686 2422 2388 2318 2265 2134 2038 148 1890 1491 1372 222 134 1150 78 195
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=18
num_cat=0
split_feature=1213 2 14 48 132 0 15 124 43 43 16 457 16 43 0 4 3
split_gain=0.000337445 0.000184187 0.000228291 0.000173368 0.000205414 0.000187585 0.000431054 0.000209311 0.000219583 0.000418753 0.000293627 0.000207586 0.000169062 0.000229634 0.000218186 0.00015688 0.000104469
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.12879500000000002 0.081240000000000021 -0.10607499999999999 -0.08730499999999998 0.10195500000000002 -0.51144999999999985 -0.088704999999999992 0.22339500000000004 0.045365000000000009 0.023255000000000001 0.084740000000000024 -0.084044999999999995 0.24564500000000003 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 8 -7 -10 12 15 13 14 -11 -2 -8
right_child=1 -3 -4 -5 -6 7 16 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00088314152012476806 -0.00070507826146779657 0.00067366778372197087 -0.00070896082836544548 -0.00052501184713756195 0.0006985994496960373 0.00045709206527539894 0.00046366327610850906 0.00056496535939344454 -0.0010537291118511475 -0.00031531459555324748 -0.00071851550345469371 0.00049542505390898347 0.0005466827882773433 -0.0006638179370502033 0.00059789452713819818 5.87741421366917e-06 0.0011233542966542181
leaf_weight=0.0010145970627176834 0.0011922998503064441 0.0010107445651972259 0.0010375278903183007 0.0012321662790643053 0.0011777639107563012 0.0011318803134539018 0.0012284652009933944 0.0010048145771777142 0.0013526273101094593 0.0011896708590143417 0.0014561183626903146 0.0011883933031344718 0.0013134627076784033 0.0011737449900430658 0.0013184432628443885 0.0019638879719665603 0.0010767291314248695
leaf_count=491 84 138 83 64 208 32 69 17 259 425 292 45 179 154 422 92 67
internal_value=0 2.97205e-05 -2.76109e-06 3.58012e-05 7.46915e-05 3.04003e-05 0.000231403 -0.000104059 -0.000179288 -0.000271587 -0.000107601 -5.53246e-05 7.04787e-05 -9.94018e-05 0.000164733 -0.000262697 0.000771797
internal_weight=0 0.0210487 0.020038 0.0190005 0.0177683 0.0165905 0.00664978 0.00994076 0.00893595 0.00780407 0.00645144 0.00434458 0.00499532 0.00368186 0.00250811 0.00315619 0.00230519
internal_count=3121 2630 2492 2409 2345 2137 357 1780 1763 1731 1472 221 1180 1001 847 176 136
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=12
num_cat=0
split_feature=1 4 48 2 15 1 42 2 2 15 133
split_gain=6.80493e-05 0.000186892 8.61978e-05 0.000160274 0.000142149 0.000141291 9.39386e-05 0.000121028 0.000171677 8.82804e-05 8.58907e-05
threshold=0.077565000000000009 -0.083854999999999985 0.12879500000000002 0.11510000000000002 0.024640000000000006 0.087135000000000004 -0.090684999999999988 0.098035000000000011 -1.0000000180025095e-35 -0.092334999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -7 8 -8 -10 -1
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.0015137152941812314 0.00306615045005358 -0.0028888117456222647 -0.0017400126097857711 0.0027107985766344276 -0.0023959939173918824 0.0021378070622394022 0.00088224075652141827 0.0017105484118721331 -0.00099269241064839299 -0.003951441100571349 -0.0011733251811579619
leaf_weight=0.0016092504306844573 0.001052973708509878 0.0016180554904904661 0.0010956335287275474 0.0016151531040242912 0.0011525638257021131 0.001044559717017059 0.0016450787754176601 0.001245830675375259 0.0013025543081262043 0.0010639213032489162 0.0012103793595167889
leaf_count=223 109 1283 79 251 382 45 160 186 84 189 130
internal_value=0 -0.000824412 0.000290365 0.000510125 9.23256e-05 0.000482262 5.0527e-05 -0.000364183 -0.00100851 -0.00232289 0.000360252
internal_weight=0 0.00443769 0.0112183 0.0101226 0.00850748 0.00735492 0.00630194 0.00525739 0.00401155 0.00236648 0.00281963
internal_count=3121 1636 1485 1406 1155 773 664 619 433 273 353
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=17
num_cat=0
split_feature=133 3 50 48 4 48 159 51 15 52 1 16 16 0 4 49
split_gain=0.000335657 0.000254521 0.000256819 0.000232368 0.000244974 0.000235204 0.000205142 0.000239378 0.000285476 0.000264767 0.000318282 0.0002055 0.000113144 0.000175844 0.000485361 0.000162371
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 0.11951500000000001 0.49041500000000005 0.099600000000000008 0.091530000000000014 0.08955500000000001 -0.11713499999999999 -0.26636999999999994 0.11230000000000001 -0.36241499999999999 0.19444000000000003 -0.11437499999999999 -0.083854999999999985 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10 11 -11 13 15 -15 -13
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17
leaf_value=-0.00055502858505995854 -0.00082052621751310716 0.00055123571537695967 -0.00067517026997798105 -0.00063599165904417267 0.00074134731619725995 0.00060435987399179306 -0.00066789225070315573 -0.00058746442114513818 -0.00044682564091540845 -0.00035180661601498156 0.00088946324346218515 5.7425575746462224e-05 0.00068403613175138851 0.00047825063850006255 -0.00060651821702515339 0.00082918650418108901
leaf_weight=0.0013757656746646143 0.0010491579542524073 0.0017782700436914647 0.001207878931275024 0.0010832965283533716 0.0010506481789944863 0.0013211086029973089 0.0010192924884041008 0.0012926616072864933 0.0013882959956918297 0.0015479432457511369 0.0013511961529484315 0.0010865419233538898 0.0010183023552582937 0.0018033788568437284 0.0017014958896441014 0.0012377996074874878
leaf_count=100 435 149 264 58 127 112 207 142 243 107 48 50 38 253 747 41
internal_value=0 2.36104e-05 -2.45411e-05 1.84556e-05 5.96876e-05 1.53247e-05 -3.71746e-05 9.39993e-06 7.10705e-05 0.000148427 0.000233214 0.000127595 0.000235968 0.000157695 -4.83673e-05 0.000468417
internal_weight=0 0.0212639 0.0194856 0.0182777 0.0171944 0.0161438 0.0148227 0.0138034 0.0125107 0.011135 0.00974666 0.00839546 0.00684752 0.00582922 0.00350487 0.00232434
internal_count=3121 2686 2537 2273 2215 2088 1976 1769 1627 1527 1284 1236 1129 1091 1000 91
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=17
num_cat=0
split_feature=1213 43 52 43 42 52 1 16 1 0 4 160 52 4 43 15
split_gain=0.000371496 0.000206831 0.000275032 0.00020376 0.00024809 0.000294654 0.000282218 0.000267808 0.000310245 0.000280233 0.000274551 0.000239573 0.00023315 0.000254544 0.000217371 0.000164631
threshold=-1.0000000180025095e-35 0.24789500000000006 0.41423000000000004 0.10915000000000001 0.097315000000000026 -0.28430999999999995 0.13686500000000004 -0.5315899999999999 0.094385000000000011 -0.18113999999999997 -0.0016099999999999997 -1.0000000180025095e-35 -0.087284999999999988 -0.27825499999999997 -1.0000000180025095e-35 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 -10 12 -11 -9 -14 -15 -13
right_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 15 13 14 -16 -17
leaf_value=-0.00096851453205796286 -0.00082273685801778477 -0.00066848206101639807 -0.00071563524632613641 0.00079197439382958958 0.00065150749903356974 -0.00055651969551264585 0.00089290157532191433 -0.00059647601703860585 -0.00031468672537148386 -2.3619948478173079e-05 -0.00066058950937562984 0.0011562308887035978 -0.00029815716106007127 -4.9594559631282525e-05 0.00090896936171665124 0.00039134154240440266
leaf_weight=0.0010397357966242518 0.001063915829930504 0.0010698618845657723 0.0011313144606470418 0.0011321349534436633 0.0018144688328561092 0.0019437813658278397 0.0010458271029522006 0.0011314155556970632 0.0011925903577090224 0.0012475601370467437 0.0019071300298554774 0.0017658847538581379 0.0015050116827044439 0.0010285895303031043 0.0016719581132780869 0.0013264776111441279
leaf_count=491 281 169 177 78 291 99 92 167 32 104 255 79 50 526 83 147
internal_value=0 3.51332e-05 7.11371e-05 0.000116144 7.51062e-05 1.2964e-05 6.93577e-05 1.08481e-05 9.7165e-05 0.000389717 -0.000126265 0.000583284 6.46722e-05 0.00024254 0.00054387 0.000828129
internal_weight=0 0.0219779 0.0209081 0.0197767 0.0186446 0.0168301 0.0157662 0.0147204 0.0127766 0.00553251 0.0072441 0.00433992 0.00533697 0.00420556 0.00270055 0.00309236
internal_count=3121 2630 2461 2284 2206 1915 1634 1542 1443 362 1081 330 826 659 609 226
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=11
num_cat=0
split_feature=1 3 42 13 47 49 0 52 13 4
split_gain=6.66464e-05 0.000128867 0.000122704 0.000119511 0.000106847 0.000144514 0.000124736 0.000103153 0.000107544 9.17369e-05
threshold=0.12500000000000003 0.11296500000000002 0.092620000000000022 0.10935500000000002 0.092530000000000015 -0.083094999999999988 0.047850000000000011 -0.07167999999999998 -0.084319999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.0026147087067153801 0.0023848620375352958 -0.00089714380882652148 -0.0021998007022258044 0.002193839805419298 -0.0024824189105923529 -0.00052306178738735075 -0.0015452335926106264 -0.00045267289348022014 0.0042685251265149075 0.0013840740694329348
leaf_weight=0.0010887912818443677 0.0017404857671467202 0.0012361695180109766 0.0017215951127798066 0.0013544773166885857 0.0011618445175820289 0.0019602775377003043 0.0015493218366242623 0.0010624067148668915 0.0010522112203314015 0.0018156112973881765
leaf_count=160 149 130 548 158 187 397 145 408 624 215
internal_value=0 0.00102188 -0.000269667 3.11859e-05 -0.000271097 3.01485e-05 0.000417214 0.000933377 0.0016598 0.00244239
internal_weight=0 0.00297666 0.0127665 0.0110449 0.00969046 0.00852862 0.00743983 0.00589051 0.00393023 0.00286782
internal_count=3121 279 2842 2294 2136 1949 1789 1644 1247 839
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=13
num_cat=0
split_feature=124 50 131 47 1 0 0 3 2 2 48 3
split_gain=6.87884e-05 8.32154e-05 0.000101767 8.98242e-05 0.000133772 0.000110058 9.58514e-05 0.000117652 0.000162233 0.000145726 0.000135193 0.000147504
threshold=-0.043384999999999993 0.086580000000000004 0.085335000000000008 0.11774000000000001 0.11323000000000001 -0.10324499999999999 -0.23091999999999999 -0.12018999999999998 0.086590000000000014 0.10559 0.085325000000000012 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 10 11 -9
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13
leaf_value=0.0016281142580485434 0.0022062662014331632 -0.0020929270543474398 -0.0022269909782203375 -0.0020121405127221312 0.0039135257494986846 0.00040046895799268959 -0.0014456205686484546 -0.00073340900172675608 0.0025008332577388594 -0.0032561795818649899 -0.0026246224922891912 0.0030357836921175211
leaf_weight=0.0013894161311833733 0.0010380762347086429 0.0012575783108656384 0.0011307221091738104 0.0010029083787166668 0.0010749911540506307 0.0010801114501992693 0.0010134409736526377 0.0016550834053242289 0.0016604426926267735 0.0012976251397218558 0.0010266193504842938 0.0010101160259293751
leaf_count=259 61 555 360 53 76 120 74 940 163 234 169 57
internal_value=0 -0.000183749 1.07927e-06 0.000213512 0.000419115 0.00215282 -1.02784e-05 -0.000310532 0.00100507 -0.00101557 -0.000228031 0.000695123
internal_weight=0 0.0142477 0.0129901 0.0118594 0.0108565 0.0021551 0.0087014 0.00766333 0.00267388 0.00498944 0.00369182 0.0026652
internal_count=3121 2862 2307 1947 1894 196 1698 1637 237 1400 1166 997
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=17
num_cat=0
split_feature=133 3 48 50 14 132 42 47 52 1 4 1 12 13 16 0
split_gain=0.00033474 0.000330243 0.000305869 0.000267113 0.000234544 0.000251499 0.000181184 0.000277501 0.000345858 0.000271037 0.000243308 0.000367728 0.000187453 0.000127159 9.62077e-05 0.000212429
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.076175000000000007 0.079970000000000013 -0.088934999999999986 0.092530000000000015 -0.088204999999999992 0.11230000000000001 -0.0016099999999999997 0.094385000000000011 0.09334000000000002 -0.061684999999999997 0.013515000000000001 -0.10607499999999999
decision_type=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 -8 10 12 -12 14 -9 15 -10
right_child=-2 -3 -4 -5 -6 -7 7 13 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00041058521508265182 -0.00092833856255025834 0.00069638641757113339 -0.00080627231810808373 -0.00065161053568401901 -0.00067729970232181347 0.00083824668790255768 -0.0004633213599482009 -1.1315854169887756e-06 0.0010234880117887689 0.001131106808240334 -0.00063515681150110481 0.00043793374059240202 -8.9947284164628417e-05 -0.00080207122759022446 0.0010959327894813728 1.2872230137754144e-05
leaf_weight=0.0018440992853401813 0.0010267445672320829 0.0018339950395372942 0.0012825256500654794 0.0014555710218093964 0.0010305165001631691 0.0012452048984429023 0.0015629597945656425 0.0010722573588868821 0.0011031094555264947 0.0011120965780603712 0.0016044753243305513 0.001851729134383362 0.0010350056736820878 0.0010621310279196891 0.0011405776837407622 0.0011369381312150983
leaf_count=213 435 149 65 439 69 159 337 112 47 123 207 76 113 62 47 468
internal_value=0 3.07078e-05 -3.17743e-05 2.26339e-05 8.10474e-05 0.000130601 6.99373e-05 0.000139814 0.000248997 0.000372921 0.000265808 -6.02276e-05 0.000521003 -0.000399701 0.00070805 0.000510549
internal_weight=0 0.0213732 0.0195392 0.0182567 0.0168011 0.0157706 0.0145254 0.0126813 0.0105469 0.00898393 0.00787184 0.0034562 0.00441563 0.00213439 0.00338063 0.00224005
internal_count=3121 2686 2537 2472 2033 1964 1805 1592 1418 1081 958 283 675 174 562 515
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=11
num_cat=0
split_feature=1 52 52 49 13 0 16 15 3 47
split_gain=6.20271e-05 9.24018e-05 0.00010749 0.000116785 0.00018516 0.000146884 0.000166977 0.000146732 0.000201942 6.74389e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.081404999999999991 0.0076650000000000008 -0.084044999999999995 0.064860000000000015 -0.095869999999999983 0.092670000000000016 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 9 -9 -5
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=0.0016495655637942938 0.0015142934171458427 -0.00195399080669704 0.0021047413622049156 -0.0034242047609802442 -0.0028379860131475185 0.0040527328123705127 -0.0006016043201177183 -0.0015460230943137984 0.0033309163361643478 -0.0006500565661187261
leaf_weight=0.0018506182607429837 0.0016035037504891171 0.0017804527901787793 0.0015267575094020111 0.0013612406026056213 0.0019985677059026555 0.0010985903796300774 0.0010034811024667023 0.0012592023150138684 0.0010673485972376717 0.0010608906800904719
leaf_count=188 169 462 214 179 347 520 280 588 71 103
internal_value=0 -0.000198361 5.72944e-05 -0.000234853 -0.000628932 1.55139e-05 0.00183086 -0.000788074 0.000691364 -0.00220913
internal_weight=0 0.0140071 0.0122267 0.0106999 0.00884932 0.00685075 0.00210207 0.00474868 0.00232655 0.00242213
internal_count=3121 2952 2490 2276 2088 1741 800 941 659 282
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=11
num_cat=0
split_feature=1 4 159 16 16 0 16 43 133 48
split_gain=6.67148e-05 0.000191763 0.000103178 9.53328e-05 0.000179271 0.000155055 0.00012037 0.000130341 7.09666e-05 4.6938e-05
threshold=1.0000000180025095e-35 -0.083854999999999985 0.076905000000000015 -0.056919999999999991 0.23311500000000004 -0.18901999999999997 -0.5315899999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.092205000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 9 -7 -8 -1 -2
right_child=2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0012235341806885343 1.6998393031643017e-05 -0.0025928037564116888 0.001865418890676081 -0.0021484980213832077 0.00076606153310068204 -0.00042621757037140961 0.00047659247850028656 0.0032592302763292157 -0.00088530973266674122 -0.0019571551395830729
leaf_weight=0.0015525561156195826 0.0010146748626453936 0.0014874084432050169 0.0014496394977349123 0.0019801036794245821 0.0016256308661288382 0.0012991472995693707 0.0013347839734274948 0.0015262972378938793 0.0011942648726930294 0.0010232246091810282
leaf_count=213 70 1278 304 326 215 67 288 197 121 42
internal_value=0 -0.000711876 0.000245869 6.39602e-06 -0.000834481 0.000495572 0.00121555 0.00196104 0.000306649 -0.00097422
internal_weight=0 0.00423423 0.0112535 0.00980386 0.00360573 0.00619813 0.00416023 0.00286108 0.00274682 0.0020379
internal_count=3121 1612 1509 1205 541 664 552 485 334 112
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=17
num_cat=0
split_feature=133 3 14 48 132 457 1 52 13 52 3 4 47 4 4 1
split_gain=0.000327189 0.000278427 0.000238399 0.00026154 0.000239978 0.000236481 0.000222453 0.000323691 0.000285753 0.000245392 0.00021518 0.000181679 0.000179898 0.000163991 0.000148829 6.62155e-05
threshold=0.10622000000000002 0.16158000000000003 0.076175000000000007 0.12649500000000002 0.081240000000000021 0.069910000000000014 0.111945 0.11434500000000002 -0.084034999999999985 -0.0064899999999999992 0.090900000000000009 0.09173000000000002 0.12431000000000002 -0.080924999999999983 -0.095774999999999985 0.088770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 13 15 -7 -8 -13 -1 -11 -10
right_child=-2 -3 -4 -5 -6 10 11 -9 9 14 -12 12 -14 -15 -16 -17
leaf_value=0.00090719842641533166 -0.00092715806385253174 0.00066795436539987725 -0.00083634456151953154 -0.00074575405100404317 0.0007926391275261133 5.8556345598609599e-06 -0.00031176742864337054 -0.00098212955749623449 -0.00044096297164271169 0.00037143069653258672 0.0010209121806230082 0.00086647917935395158 -1.87163564407592e-05 -1.0849821185565728e-06 -0.00033419822059484503 -0.0010479159609856851
leaf_weight=0.0010689101025966874 0.0010926908426634177 0.0018252362591160134 0.0010114099810567536 0.0012270342718938556 0.0012420881048432744 0.0012450302621814782 0.0011254617308793522 0.0013821847635517729 0.0010037849811815013 0.001568056452946217 0.001190301006893435 0.001624226544909655 0.0011374419127605506 0.001264287827908047 0.0019590717090029984 0.0010951049540294799
leaf_count=99 435 149 83 63 179 156 81 296 253 38 51 141 11 394 493 199
internal_value=0 3.09387e-05 -2.97947e-05 1.51925e-05 7.0422e-05 1.31528e-05 -7.68384e-05 -0.000219629 -8.72149e-05 -0.000295503 0.000501978 0.000266311 0.000501896 0.000415028 -2.04966e-05 -0.000757643
internal_weight=0 0.0209696 0.0191444 0.018133 0.016906 0.0156639 0.0132285 0.0093414 0.00795922 0.00562602 0.00243533 0.00388713 0.00276167 0.0023332 0.00352713 0.00209889
internal_count=3121 2686 2537 2454 2391 2212 2005 1772 1476 983 207 233 152 493 531 452
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=17
num_cat=0
split_feature=133 3 48 51 132 52 4 52 2 52 52 4 0 2 3 3
split_gain=0.000374191 0.000274206 0.000323941 0.000290829 0.000268811 0.000175072 0.000517389 0.0004309 0.000225409 0.00026511 0.000184545 0.000172433 0.000127108 0.000201428 0.00015349 0.000303079
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.08955500000000001 0.079970000000000013 -0.088204999999999992 0.053925000000000008 -0.077024999999999996 0.11548000000000001 0.11434500000000002 0.096795000000000006 0.0052350000000000009 -0.10151999999999999 0.085785000000000014 -0.083924999999999986 -0.13309499999999996
decision_type=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 12 -5 13 -9 15 -14
right_child=-2 -3 -4 11 -6 7 -8 8 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.00082618519061036398 -0.00082958818245254095 0.00058625255797675464 -0.00071747747941037577 -0.0008203472070510301 0.00071983141917549812 0.0010139915102712698 0.0003966283078730684 0.00050407345215645741 0.00062770621154991366 -0.00066889891232264128 0.00062450121838418006 -5.618229786828367e-06 -0.00044597446820544698 -0.00018548183078025317 -0.00066336516620446443 0.00059783079967361795
leaf_weight=0.0016037989551812805 0.0011030277748443054 0.001790946540290105 0.00128132713870066 0.0012235527076730193 0.001394422888414181 0.0010650152669554559 0.0013548710662123625 0.0018472813521599454 0.001234339080335504 0.0012172389487838256 0.0010680256564050694 0.0010036646362218821 0.0014255755375911505 0.0017518781915403236 0.0011302728117092136 0.0010078627870352677
leaf_count=422 435 149 65 244 180 91 68 45 131 210 79 47 46 124 425 360
internal_value=0 4.05622e-05 -9.2769e-06 4.02346e-05 0.000108492 5.05257e-05 -0.000266219 0.0001303 4.21978e-05 -3.42951e-05 5.95542e-05 -0.000453201 -2.46826e-05 0.000168435 -0.000219721 -1.36592e-05
internal_weight=0 0.0214001 0.0196091 0.0183278 0.0161006 0.0147062 0.00295867 0.0117475 0.0106825 0.00944814 0.0082309 0.00222722 0.00716287 0.00359916 0.00356371 0.00243344
internal_count=3121 2686 2537 2472 2181 2001 490 1511 1420 1289 1079 291 1000 169 831 406
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=12
num_cat=0
split_feature=484 4 160 52 2 48 133 160 43 16 16
split_gain=6.58382e-05 8.73069e-05 9.2218e-05 0.00010539 0.000156799 0.000450917 0.000179484 0.000219506 0.000234719 0.000173423 8.14467e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.091944999999999985 0.10744000000000002 0.10097500000000002 0.084855000000000014 -0.0061299999999999992 0.086075000000000013 -0.086909999999999987 -0.082779999999999979 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 8 -8 -10 -3
right_child=1 10 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0018144111281325054 -0.0023246837759291132 0.0002807732122207405 -0.0025321206021267548 0.0022097603613442816 -0.0046967958023231013 0.0018988466231436934 -0.00062971896434422072 -0.002159867040753132 0.0051875513251732515 0.001448661680235878 0.0029556779014466277
leaf_weight=0.0011005026831461965 0.0010487457343576418 0.0016747575172469456 0.0010609349464239552 0.0011620882496061755 0.0014083844423579822 0.0010511681744983514 0.001781806203035436 0.0011280317452615485 0.0011500930753599627 0.0019282273032273619 0.0010920372106689455
leaf_count=503 349 112 546 132 263 127 251 106 120 378 234
internal_value=0 0.000118985 -0.000168462 4.34567e-05 -0.000221296 -0.00187794 0.000356736 0.000868561 0.00157146 0.00284555 0.00133654
internal_weight=0 0.0144863 0.0117195 0.0106707 0.00950865 0.00245955 0.00704909 0.00598816 0.00486013 0.00307832 0.00276679
internal_count=3121 2618 2272 1923 1791 390 1401 855 749 498 346
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=11
num_cat=0
split_feature=124 48 48 51 457 1 484 3 13 15
split_gain=6.4126e-05 8.54531e-05 0.000148026 0.000205973 0.000108326 0.00015321 0.000138656 0.000116138 0.000121936 8.3177e-05
threshold=-0.043384999999999993 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.080930000000000016 0.12500000000000003 0.084040000000000017 -0.083924999999999986 1.0000000180025095e-35 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0014174421698409558 0.0019554400101818329 -0.0020397160064323169 0.002090583640347012 -0.0029143752295828981 0.0019545195854218625 0.0015933726903064466 0.0016074575816962019 -0.0029938400010974674 -0.0011513312369384838 -0.00089627049676546254
leaf_weight=0.0013587623017462793 0.0010001764923648808 0.0010573085812875674 0.0014361488198368225 0.001241998878195612 0.0012627894572513629 0.001809096177929452 0.0010977893336150957 0.0016427239407108734 0.0015110166879421846 0.0019934366998219655
leaf_count=259 470 82 224 270 161 133 208 416 283 615
internal_value=0 -0.000152793 7.30478e-07 -0.000258923 6.07495e-05 -0.000203374 -0.000652017 -0.00105551 8.60565e-05 -0.0018439
internal_weight=0 0.0140525 0.0129952 0.011559 0.010317 0.00905424 0.00724514 0.00614735 0.00251119 0.00363616
internal_count=3121 2862 2780 2556 2286 2125 1992 1784 753 1031
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=11
num_cat=0
split_feature=2 52 52 4 15 1 12 1 12 0
split_gain=6.63578e-05 0.000101115 9.08507e-05 0.000161922 0.0001204 0.000208628 0.000338395 0.000221767 0.000108309 9.77595e-05
threshold=0.14122000000000004 0.11434500000000002 0.096795000000000006 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.10345000000000001 0.094385000000000011 0.084100000000000022 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 9 -6
right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11
leaf_value=-0.003329013864922058 0.0020913388661626597 -0.0021030437266326141 0.0024596021631983324 -0.0012584265319165321 0.0010068441441588804 -0.0044537837407895029 0.0014505701856895046 0.0029757753459990263 -0.00036799239793008188 0.0046099332232848169
leaf_weight=0.0010544233286122777 0.0010261337651283056 0.0017456839386951204 0.0010978800509249273 0.001794791046650878 0.0012335186898816963 0.0018418547294091411 0.0011683683925518551 0.0018499896107531388 0.0014746168705744092 0.0010075894932235988
leaf_count=182 178 454 133 654 165 204 38 195 842 76
internal_value=0 -0.000168112 0.000101614 -0.000124973 0.000200791 -0.00049014 -0.00216211 0.000890737 0.00143827 0.00262677
internal_weight=0 0.0142687 0.012523 0.0114252 0.0103707 0.006655 0.00301022 0.00364478 0.00371573 0.00224111
internal_count=3121 2943 2489 2356 2174 1091 242 849 1083 241
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=15
num_cat=0
split_feature=133 3 48 14 132 0 0 16 15 15 4 1 2 15
split_gain=0.000296506 0.000307006 0.000232409 0.000231667 0.00022202 0.00020237 0.000270766 0.000267929 0.000248378 0.000193308 0.000208966 0.000172728 0.000217082 0.000118048
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.076175000000000007 0.081240000000000021 -0.10607499999999999 -0.060129999999999996 -0.056919999999999991 -0.03241999999999999 -0.095869999999999983 0.0061450000000000003 0.080585000000000004 0.096540000000000015 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -7 -8 13 -11 12 -10 -1
right_child=-2 -3 -4 -5 -6 6 8 -9 11 10 -12 -13 -14 -15
leaf_value=0.00030088017146577361 -0.00083762883893093837 0.00066124049888971958 -0.00068399722014727182 -0.00068340300986196516 0.00071425242432643431 -0.00017147041260413471 0.00057662186880694699 -0.0011666917898030724 -0.00042706463164975941 2.3068869929538724e-05 0.00081892023053502239 -0.00053814431697783043 0.00042924888097082078 -0.00037076958656941789
leaf_weight=0.0011521983204295649 0.0010208074049489748 0.0017690396602949568 0.0012460012693189517 0.0010906339606813189 0.0012206745747899697 0.0018829323395161864 0.0016607221665651678 0.0010466705908401125 0.0012185076601012399 0.0013972873558833988 0.0019875593741066622 0.0016815796930974569 0.0018601329613274764 0.0014953611212200624
leaf_count=70 435 149 65 81 179 779 149 711 38 69 90 169 54 83
internal_value=0 3.29754e-05 -2.57052e-05 2.06507e-05 6.68975e-05 1.55283e-05 -0.000129752 -0.000527037 5.15119e-05 0.000240721 0.000490387 -0.000131686 9.03251e-05 -7.84726e-05
internal_weight=0 0.0207093 0.0189403 0.0176943 0.0166036 0.015383 0.00935055 0.0029296 0.00642094 0.00603241 0.00338485 0.00476022 0.00307864 0.00264756
internal_count=3121 2686 2537 2472 2391 2212 1900 1490 410 312 159 261 92 153
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=18
num_cat=0
split_feature=133 3 50 14 3 48 2 159 52 133 51 42 47 52 3 1 4
split_gain=0.000374989 0.000398763 0.000359851 0.000242699 0.000255866 0.000204154 0.000319759 0.000215847 0.000239548 0.00017083 0.000204994 0.000165974 0.000381654 0.000298813 0.000197275 0.000214746 0.000462493
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 0.076175000000000007 -0.20241999999999996 0.11951500000000001 0.11548000000000001 0.091530000000000014 0.11434500000000002 -0.0061299999999999992 0.087505000000000013 -0.088934999999999986 0.092530000000000015 -0.085984999999999992 0.090900000000000009 0.094090000000000021 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 11 -11 13 -13 15 16 -15
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=0.00067768742875628444 -0.00094987359642253837 0.0007757732680904537 -0.00090844540574080361 -0.00075086378403881699 -0.0004090297242665804 -0.00068576663602231216 0.00077677892311472485 -0.00069500776718643632 -0.00057695646438820887 -0.00025954337682379666 -0.00045534914170623173 -0.00017963568062405832 -0.00035913738004000211 0.00098766640964383155 0.0013786197179278706 0.0011531180746277619 -0.00046208539507739364
leaf_weight=0.0016494534607254209 0.0011103051360754476 0.0017629714332036963 0.0012020080157606186 0.0010467469584420899 0.0014395967559696571 0.0010915864397045274 0.001467668337743114 0.0011954960815184013 0.0015171968301606062 0.0012813900862619805 0.0011433797621230877 0.0011368960097375971 0.0014879851675311251 0.0012319017675898039 0.0010653023150126728 0.0011552934403951318 0.0011409599921306263
leaf_count=119 435 149 264 77 611 54 210 186 174 103 80 149 97 57 38 89 229
internal_value=0 2.73647e-05 -3.77828e-05 1.71514e-05 6.18033e-05 -3.11905e-07 4.87106e-05 -2.87474e-05 3.44683e-05 0.000118171 0.000196876 0.000284613 0.00038121 0.000573454 0.000759847 0.000573012 0.000290572
internal_weight=0 0.0220158 0.0202529 0.0190509 0.0180041 0.0163547 0.0152631 0.0137954 0.0125999 0.0110827 0.00964311 0.00849973 0.00721834 0.00573035 0.00459346 0.00352816 0.00237286
internal_count=3121 2686 2537 2273 2196 2077 2023 1813 1627 1453 842 762 659 562 413 375 286
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=17
num_cat=0
split_feature=14 133 3 48 0 0 2 52 2 0 3 15 49 15 12 12
split_gain=0.00030859 0.000258547 0.000263241 0.000235833 0.000249477 0.000411429 0.000265851 0.000247218 0.000277322 0.000195102 0.000174671 0.000270255 0.000309507 0.000146582 0.000115525 6.70295e-05
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 -0.10607499999999999 -0.074229999999999977 -1.0000000180025095e-35 0.11434500000000002 0.096540000000000015 -0.050064999999999991 -0.10519499999999998 -0.095869999999999983 -0.069799999999999987 -0.15026499999999995 0.084100000000000022 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 14 -7 8 9 -8 -1 13 -13 -12 -6 -10
right_child=-2 -3 -4 -5 5 6 7 -9 15 -11 11 12 -14 -15 -16 -17
leaf_value=0.00093783030142264418 -0.00079335041749749367 -0.00076206586987611962 0.00072118903878435399 -0.00066962007193434238 -0.00034471288576939116 0.00083745587251824155 0.00033665776781763946 -0.00073175546956249214 0.00028065227039241126 -0.00055583435780463602 0.00024995148921967616 -5.2759075305064716e-05 0.00099634981530489618 -0.00056619209040848363 -0.001053714970690224 0.00082728318461145866
leaf_weight=0.0010445375160514914 0.0012853141533908366 0.0010382279010500281 0.0015752096736211243 0.0012370000465526934 0.0013621615782124603 0.0011254572429420656 0.0010417559776740859 0.0011084727013367379 0.0013451935101467458 0.0017961397226056242 0.0010596598993879436 0.0013658803528210361 0.001698061700865945 0.0013433870186564389 0.001133373881670327 0.0010957306095876751
leaf_count=45 101 421 145 63 246 99 71 85 144 82 64 64 88 84 1125 194
internal_value=0 3.55473e-05 7.83831e-05 2.13597e-05 7.31001e-05 -8.95306e-05 0.000102194 -2.73607e-05 0.000120552 -0.000228212 0.000323065 0.000205607 0.000528666 -0.000206301 -0.000666714 0.000526035
internal_weight=0 0.0203702 0.019332 0.0177568 0.0165198 0.0100083 0.00751275 0.00638729 0.00527882 0.0028379 0.00651153 0.00546699 0.00306394 0.00240305 0.00249554 0.00244092
internal_count=3121 3020 2599 2454 2391 2046 675 576 491 153 345 300 152 148 1371 338
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=18
num_cat=0
split_feature=1213 2 14 48 132 0 14 13 0 15 16 16 13 2 0 151 1
split_gain=0.000331939 0.000254193 0.000283631 0.00016489 0.000198644 0.000227037 0.000577044 0.000289499 0.000277638 0.000397213 0.000257273 0.000207672 0.000147626 0.000409395 0.000174936 0.000136464 0.000191954
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.12879500000000002 0.081240000000000021 -0.10607499999999999 -1.0000000180025095e-35 -0.14819499999999997 -0.060129999999999996 -0.03241999999999999 -0.056919999999999991 -0.073849999999999985 0.086705000000000018 0.097845000000000015 0.11070500000000001 -0.0083949999999999979 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 10 -10 -7 15 13 -11 -14 -9 -17
right_child=1 -3 -4 -5 -6 8 7 11 9 12 -12 -13 14 -15 -16 16 -18
leaf_value=-0.00086308715693084041 -0.00082692907280347875 0.00078092364355334819 -0.00079262144436477585 -0.00051426051803971583 0.00068859338456308183 -0.00014404496912847958 0.001178525818416236 -0.00029485233415871151 0.00070756044226004291 -0.0010589048935803222 -0.0010503000123289826 0.0008456231241800163 0.00051628660188282605 0.00010832455918408744 -0.00032816819987894661 -0.0001644943641479733 0.00074643411662709104
leaf_weight=0.0010341439116938042 0.0010100444695062549 0.0010356912480041979 0.001035356227959249 0.0012116212868275014 0.0011785674378069202 0.0019350564184345779 0.0010395926730938365 0.0013494052205988982 0.0017014962602345043 0.0012377015999314282 0.0012213837948349196 0.0011612731950655314 0.0013044889544744365 0.0017114690987147796 0.0010652100553691923 0.0010222814306110051 0.0012044034009764948
leaf_count=491 46 138 83 64 208 649 66 59 141 89 735 67 19 76 71 80 39
internal_value=0 3.37271e-05 -4.2273e-06 3.79484e-05 7.48272e-05 3.21855e-05 0.000251204 0.000439705 -0.00011388 5.73502e-05 -0.00049472 0.000277575 -0.000150651 -0.000381536 0.000136693 9.31109e-05 0.000328223
internal_weight=0 0.021425 0.0203894 0.019354 0.0181424 0.0169638 0.006787 0.00577696 0.0101768 0.00702037 0.00315644 0.00473736 0.00531887 0.00294917 0.0023697 0.00357609 0.00222668
internal_count=3121 2630 2492 2409 2345 2137 357 311 1780 396 1384 245 255 165 90 178 119
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=18
num_cat=0
split_feature=1213 14 124 123 484 133 12 457 160 160 12 1 16 43 0 151 1
split_gain=0.000356139 0.000245611 0.00020752 0.000223976 0.000306735 0.000279438 0.000251426 0.000290305 0.000289411 0.000192089 0.000290333 0.000420441 0.000249813 0.00025388 0.000294239 0.00022163 6.3579e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.10281000000000001 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.015429999999999998 -0.0029299999999999994 -0.098904999999999979 0.099315000000000014 0.092355000000000007 0.11588000000000001 -0.069894999999999985 -0.086304999999999979 -0.10151999999999999 -0.039414999999999999 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 10 12 -12 15 -14 -15 -10 -17
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 11 -13 13 14 -16 16 -18
leaf_value=-0.00089541714029056803 -0.00076858766252396228 -0.00065250100072474957 0.0007259412265703608 0.00060081384533008833 -0.00058459034024366209 -0.00074550956067981062 -0.00059424077993993621 -0.00054330284462135567 0.00031209169238048109 -0.00031328301680059941 -0.0004999345155732352 0.00059887036119326198 0.00093266170923810921 0.00051794339738257377 -0.0005285696223556953 0.0008986132672618338 0.0014442765514496407
leaf_weight=0.001030653744497261 0.0011958871751263254 0.00116848409548198 0.0011116296716290322 0.0015468814664889924 0.0011835540477515534 0.0010025540872525837 0.0011207824742558445 0.0010623384523968113 0.0010995200027013059 0.0010969170827956906 0.0018408076155692829 0.0015194342112936354 0.0010064404707802177 0.0013410818836023797 0.0012322958878102537 0.0010147710778538582 0.0010269431435978582
leaf_count=491 450 87 39 234 128 309 127 235 61 76 247 73 67 39 193 219 46
internal_value=0 3.58989e-05 7.73581e-05 3.7939e-05 -1.40639e-05 4.3973e-05 9.83907e-05 0.00015889 0.000227848 0.000301136 0.000367989 -3.07691e-06 0.000553507 0.000274293 1.68068e-05 0.000871704 0.00117307
internal_weight=0 0.0205703 0.0194018 0.0182902 0.0167433 0.0155474 0.0145449 0.0133613 0.0122405 0.0111782 0.0100813 0.00336024 0.00672105 0.00357982 0.00257338 0.00314123 0.00204171
internal_count=3121 2630 2543 2504 2270 1820 1511 1383 1256 1021 945 320 625 299 232 326 265
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=12
num_cat=0
split_feature=14 147 11 3 52 13 1 0 4 48 0
split_gain=7.96354e-05 9.05373e-05 0.000115227 0.000118423 0.000124758 0.000111764 0.0002224 0.000156951 0.000136769 0.000129013 0.00025854
threshold=0.054835000000000009 1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 0.15116000000000002 -0.080759999999999985 0.090475000000000014 -0.053834999999999994 0.25615500000000008 0.085845000000000019 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 10 -7
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=0.0017170858205401885 -0.0018965479805040286 0.0017804516915916101 -0.0021614710989703149 -0.00038370742708161731 -0.0022959065097663432 0.0042976215631643786 0.0034540742834325996 -0.0024250745350755903 -0.0020729453807771629 -0.00079533804817608349 -0.00041148861048105097
leaf_weight=0.0018993804778832954 0.0010030021000712033 0.0014038592256286906 0.0011391970358154433 0.0017289994225783622 0.0011551251175703223 0.0010685452963199475 0.0012318041677915025 0.0014267676479307063 0.0010000876736948328 0.0014510503673929032 0.0011565224221125985
leaf_count=110 110 167 145 617 341 53 221 235 105 193 824
internal_value=0 0.000113694 -6.28024e-05 0.000134486 -0.000159671 0.00011258 0.00121295 -0.000421256 0.000190134 0.000805804 0.00184997
internal_weight=0 0.0146613 0.0132575 0.0121183 0.0102189 0.00906378 0.0029608 0.00610297 0.00467621 0.00367612 0.00222507
internal_count=3121 3011 2844 2699 2589 2248 838 1410 1175 1070 877
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=17
num_cat=0
split_feature=124 133 14 132 42 47 43 4 13 1 13 48 0 12 4 48
split_gain=0.000356751 0.000251726 0.000221445 0.00022215 0.000344833 0.000319781 0.000238097 0.000337154 0.000302618 0.000206491 0.000184105 0.000280867 0.000186221 0.000351562 0.000136749 0.000121121
threshold=0.10281000000000001 0.10622000000000002 0.076175000000000007 0.081240000000000021 -0.088934999999999986 0.086380000000000012 -0.20207499999999998 -0.35136499999999998 -0.10664 0.12958500000000003 -0.036034999999999991 0.086260000000000017 -0.23001499999999997 1.0000000180025095e-35 0.058735000000000009 0.099800000000000014
decision_type=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 15 -10 12 -12 14 -14 -7
right_child=-2 -3 -4 -5 5 9 7 8 10 -11 11 -13 13 -15 -16 -17
leaf_value=-0.00080848972396098265 0.0008356348776068337 -0.00079005122947700755 -0.0006358914755330851 0.0006121430662055443 0.00077085692721884976 -0.00081126321075176966 -0.00057823138732068108 0.00077095571226811984 -0.00037140215617795512 0.00019956216437557725 0.00090696390973253312 -0.0003416183281292805 0.00019848532369882809 0.0008168166271116399 -0.00058668261065442757 -0.00014986327131236361
leaf_weight=0.0011913632590594683 0.0010911401514081534 0.0010139646012651471 0.001242323517061549 0.001371877284251948 0.0012913960892015899 0.0017371373431047518 0.0015272713418821261 0.0016889234226853374 0.0017392936396307028 0.0011358018672896417 0.0011615776281388435 0.0016827805841675147 0.0010280554423908314 0.0013049269658974919 0.0010106101129819106 0.0010036723210303244
leaf_count=255 39 431 87 206 53 177 164 160 883 41 51 88 58 275 57 96
internal_value=0 -5.31621e-05 -1.60204e-05 2.47792e-05 -2.12586e-05 3.62396e-05 0.000154738 8.33373e-05 0.00018841 -0.000343864 6.42967e-05 0.000186762 0.000384123 0.000202487 -0.000190739 -0.000569061
internal_weight=0 0.021131 0.020117 0.0188747 0.0175028 0.0163114 0.0124348 0.0111434 0.00961617 0.00387661 0.00792724 0.00618795 0.00450517 0.00334359 0.00203867 0.00274081
internal_count=3121 3082 2651 2564 2358 2103 1789 1736 1572 314 1412 529 441 390 115 273
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=12
num_cat=0
split_feature=14 1 4 474 16 16 0 1 49 42 133
split_gain=6.54164e-05 8.27796e-05 0.000162147 0.000144891 0.000140093 0.000200303 0.000170717 0.000170285 0.000121686 9.83743e-05 7.06424e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.083854999999999985 0.059400000000000008 -0.056919999999999991 0.23311500000000004 -0.15931499999999996 0.11551000000000002 -0.043469999999999995 0.075730000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 -6 8 9 -3 -8 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.0013429569003339172 -0.0018610553584427517 0.0010111882581327156 -0.0027429794151241972 0.0030625209715416501 -0.0026799810310881647 0.00089352811900114009 0.0024299984132308177 0.0043584004078231963 -0.002250470617278321 -0.0008393417364073141 -0.0010674655944246515
leaf_weight=0.0015799167213406962 0.0010024276512815575 0.0013347139550035081 0.0014988455896582696 0.0010800652552191989 0.0018665945241232171 0.0016488550834757865 0.0010039405387927414 0.0011387597427489123 0.0012238390004471475 0.0010520158702866378 0.0011896131001634114
leaf_count=212 110 60 1274 193 302 199 168 208 85 189 121
internal_value=0 0.00011181 -0.000763619 0.000472883 0.000171117 -0.00100389 0.000889091 0.00204079 -0.000548969 0.000757104 0.000307593
internal_weight=0 0.0146172 0.00426838 0.0103488 0.00926872 0.00351545 0.00575327 0.00319472 0.00255855 0.00205596 0.00276953
internal_count=3121 3011 1607 1404 1211 501 710 565 145 357 333
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=20
num_cat=0
split_feature=1213 2 14 160 124 4 123 12 457 2 3 3 0 0 12 43 0 4 49
split_gain=0.000371393 0.000315774 0.000241941 0.00023036 0.000221124 0.000366009 0.000309657 0.000375158 0.000320144 0.000336852 0.000368205 0.000269579 0.000183575 0.00027796 0.00040702 0.000137747 0.00013095 0.000118008 8.6099e-05
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 -0.22361499999999998 0.0049200000000000008 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 0.11215000000000001 0.11296500000000002 -0.20241999999999996 -0.10607499999999999 -0.059114999999999994 0.084100000000000022 -0.074359999999999996 -0.14116499999999996 0.0061450000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9 10 11 -10 17 14 -14 -15 -11 -13 -19
right_child=1 -3 -4 4 -6 6 -8 8 9 16 -12 12 13 15 -16 -17 -18 18 -20
leaf_value=-0.00084133628067532091 -0.00058975182193507199 0.00077555455975233641 -0.0006322454418360412 -0.00065346558469848461 0.00069733740597634349 -0.00068632553111416372 0.00080309073724970314 -0.00060164108557387425 0.00089658185118821781 -0.00053565621669581344 0.001062520299769678 5.4168664829188706e-06 0.00018521145936161229 0.00061205719627476776 -0.0010645322123225315 -9.5513420216035517e-05 8.7807758880354154e-05 0.00085954020699403996 0.00026723740389697872
leaf_weight=0.0011263240533209559 0.0012541781853694913 0.0011044709948254501 0.0013006883280135542 0.0015801955664214119 0.0010729291879864314 0.0014269142189816614 0.0011692783022676919 0.001267693375136685 0.0010181483535802683 0.0016776246259255778 0.0011636758591642158 0.001248134577792822 0.0010713141808187353 0.0011747701649937881 0.0011435691463732925 0.0011612270101295733 0.001246230006754682 0.0010722915311873749 0.0010130423599701288
leaf_count=491 267 138 83 137 52 105 170 195 45 54 41 40 91 37 909 36 163 23 44
internal_value=0 1.53491e-05 -2.27086e-05 1.54788e-05 5.43913e-05 1.69696e-05 7.98285e-05 2.59098e-05 9.71904e-05 0.000165389 0.00029183 0.00019109 9.99865e-05 -9.02754e-05 -0.000460045 0.000260323 -0.000269918 0.000359734 0.000571803
internal_weight=0 0.0231664 0.0220619 0.0207612 0.019507 0.0184341 0.0168539 0.0156846 0.0142577 0.01299 0.0100662 0.0089025 0.00788435 0.00455088 0.00221488 0.002336 0.00292385 0.00333347 0.00208533
internal_count=3121 2630 2492 2409 2142 2090 1953 1783 1678 1483 1266 1225 1180 1073 1000 73 217 107 67
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=18
num_cat=0
split_feature=1213 133 1456 38 3 14 48 484 124 160 42 3 3 15 16 42 2
split_gain=0.000380978 0.000306648 0.000317881 0.000289853 0.000469028 0.000242432 0.000267786 0.000276542 0.000228482 0.000201602 0.000251405 0.00026976 0.000291806 0.000215003 0.000162108 0.000245835 9.32332e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.16158000000000003 0.076175000000000007 0.12737000000000001 0.08660000000000001 -0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074084999999999998 0.10299500000000002 -0.091604999999999978 -0.056919999999999991 0.091295000000000015 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4 -10 -11 14 13 -13 16 -16 -12
right_child=1 -3 3 -5 -6 -7 -8 -9 9 10 11 12 -14 -15 15 -17 -18
leaf_value=-0.0009584246047268151 -0.00079079271537661007 -0.00079799772640718239 0.00076886094623283699 -0.00070525325077520895 0.0010164982203838501 -0.00065538011496312496 -0.0005845927248374135 0.00082407534173619583 -0.00041197992842157902 -0.00046430302538123911 0.00043427517162851877 2.699507452506061e-05 0.00050049350040965129 -0.0007905517307006891 -0.00034387632006076772 0.00070688354543530472 0.0010313275083258257
leaf_weight=0.0010309148595861036 0.001035264399123755 0.0010818675989056189 0.0012082499399520353 0.0010441731051520345 0.0014319854282417435 0.0010525744341585144 0.0012314066902199263 0.0014963022058251943 0.0019776798546925359 0.0015163231071336084 0.001203242339506967 0.0019874522819666174 0.0017036747706455913 0.0013388889988457152 0.0011161215222249901 0.0010989067775847849 0.0014157234143237218
leaf_count=491 234 373 167 58 134 58 57 160 416 336 54 61 68 85 214 59 96
internal_value=0 2.15436e-05 6.2107e-05 0.000104512 0.000147262 7.9416e-05 0.000124138 0.000178472 0.000112153 5.2753e-05 0.000133514 0.000225413 -3.02447e-05 -0.000302077 0.000491437 0.00017742 0.000757021
internal_weight=0 0.0229398 0.021858 0.0208227 0.0197785 0.0183465 0.017294 0.0160626 0.0145663 0.013358 0.0113803 0.00986401 0.00503002 0.00332634 0.00483399 0.00221503 0.00261897
internal_count=3121 2630 2257 2023 1965 1831 1773 1716 1556 1389 973 637 214 146 423 273 150
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=18
num_cat=0
split_feature=124 1213 123 484 133 39 48 52 13 48 51 457 43 15 12 0 2
split_gain=0.000298058 0.000246576 0.000224779 0.00027582 0.000223578 0.000278058 0.000272791 0.000273239 0.000270956 0.000357315 0.000304426 0.000163121 0.000285979 0.000224023 0.000191567 0.000163183 0.00010851
threshold=0.10281000000000001 -1.0000000180025095e-35 0.088120000000000018 -0.0068949999999999992 0.099660000000000012 0.092870000000000022 0.12737000000000001 0.11434500000000002 -0.11122999999999998 0.095090000000000022 0.087505000000000013 0.069910000000000014 -0.074359999999999996 -0.24436499999999997 0.084100000000000022 -0.10151999999999999 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 16 10 11 12 14 -14 -10 -15 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-0.00076760723055368759 0.00073767167199210494 -0.00072963983696742259 0.00066199995890490896 0.00036654865791378906 -0.00065363003718767892 -0.00065181987360658365 -0.00062735602760245887 -0.0004274463751296262 0.00085452276872176791 0.00096830199164646836 -0.00066288917341686654 0.00066876543485349846 0.00032060435456970942 -0.00012599877054864623 9.4649504473942635e-05 -0.00083213738470591192 0.0010477004724244341
leaf_weight=0.0010111051200386431 0.001112422840356563 0.0012399997840877438 0.0010261096069212423 0.0010183856773010565 0.0010995456966634279 0.0011964779123766469 0.0010828509041012077 0.0016258536242209362 0.0012395072730770939 0.0010024954309368903 0.001203972714454494 0.0011027629726949595 0.0013148020663980011 0.0017627627800799175 0.0017916495492727447 0.0012248433522437036 0.0010478832193363541
leaf_count=491 39 473 129 48 320 94 46 270 103 70 94 144 39 68 224 389 80
internal_value=0 -5.16538e-05 -1.54222e-05 -5.20961e-05 -4.66675e-06 3.82822e-05 9.18368e-05 0.000146164 0.000219545 0.000123939 3.6134e-05 0.000135894 5.57646e-05 -0.000190547 0.000405379 -0.000415498 0.000711987
internal_weight=0 0.020991 0.0199799 0.0189538 0.0177138 0.0166142 0.0154178 0.0143349 0.0127091 0.0106428 0.0096403 0.00843633 0.00733357 0.00430241 0.00303116 0.00298761 0.00206627
internal_count=3121 3082 2591 2462 1989 1669 1575 1529 1259 1131 1061 967 823 496 327 457 128
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=13
num_cat=0
split_feature=376 1 42 475 43 3 0 3 47 48 3 43
split_gain=7.82865e-05 0.000123975 0.000145001 0.000130064 0.000188195 0.000194682 0.000180837 0.000151798 0.00012493 0.000137452 0.000100355 1.283e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 -0.10151999999999999 -0.116045 0.077555000000000013 0.086260000000000017 0.090900000000000009 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 11 8 -8 9 10 -6 -5
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0024954498103059324 0.0018825253020460818 0.0020198206663749035 -0.0020890763408119126 0.00090731015960766014 0.00077227878166835585 0.0040427011040663468 -0.00023958291424392464 -0.0033280731006543451 -0.0015127565622058583 -0.00058887363615708357 0.0038900910115524656 -0.00021571149676109758
leaf_weight=0.0013855365870967399 0.0010074886964696527 0.0012040800171754353 0.001428355033107045 0.0010033279873873369 0.0010362730967735673 0.0010836655909603771 0.0016557613144065914 0.0015062192024028458 0.001159788232752812 0.0013395732645227199 0.0010107403782402269 0.001013533355630869
leaf_count=835 64 144 431 47 85 224 81 657 71 68 67 347
internal_value=0 -0.000145511 -0.000336899 -9.25013e-05 0.000171339 0.00163606 -0.000417813 -0.00171079 0.000481449 0.00116439 0.00231174 0.000342958
internal_weight=0 0.0148269 0.0136228 0.0122372 0.0108089 0.00310053 0.00770836 0.00316198 0.00454637 0.00338659 0.00204701 0.00201686
internal_count=3121 3057 2913 2078 1647 618 1029 738 291 220 152 394
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=18
num_cat=0
split_feature=1213 2 14 132 159 14 13 0 15 457 151 48 2 160 13 3 15
split_gain=0.000318517 0.000212022 0.000246115 0.000204098 0.000184705 0.000283042 0.000235537 0.000421687 0.000205967 0.000282739 0.000280737 0.000233582 0.000217163 0.000191436 0.000354859 0.000134144 0.000157788
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.081240000000000021 0.10519500000000001 -0.10708499999999999 -0.17933499999999997 0.034820000000000011 -0.15026499999999995 -0.0029299999999999994 -0.0052199999999999989 0.090225000000000014 0.11263500000000001 -1.0000000180025095e-35 -0.084034999999999985 -0.074479999999999977 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 -10 11 -11 13 -12 -15 -16 -17
right_child=1 -3 -4 -5 -6 6 8 -9 9 10 12 -13 -14 14 15 16 -18
leaf_value=-0.00086930727171413767 -0.00068464808401132551 0.00072019754462837409 -0.00071015730520281473 0.00061957551667806462 -0.00066354055822122619 0.0012161453314464381 0.00069103839821283428 -0.00015399348269049332 -0.0007750275754054895 0.0008115054182590858 -0.00055903711747385429 -0.00013711054946418481 -0.00077712858630813722 0.00091424319798897127 -0.00040284670896716275 -0.00021029270188169737 0.00051016156806496201
leaf_weight=0.0010356423632011244 0.0012822249933067678 0.0010413100894121436 0.0011744779516948958 0.0013720975091589252 0.001018909053057431 0.0011658099708605684 0.0010127563913742083 0.0010725589705373739 0.0012033126590773333 0.0017619646157298616 0.0013305643793900769 0.0010187745319416575 0.0010713615731950815 0.0010947326093852482 0.0019289921929901872 0.0016051547244644998 0.0014290373850329901
leaf_count=491 71 138 83 214 186 77 119 12 192 188 387 54 120 122 482 94 91
internal_value=0 2.59874e-05 -9.2021e-06 3.33034e-05 -1.13963e-05 2.77429e-05 8.59426e-05 0.000559616 7.15207e-06 -4.85066e-05 2.9268e-05 0.000463963 -0.000113615 -1.74032e-05 0.000101562 -7.76922e-05 0.000129025
internal_weight=0 0.021584 0.0205427 0.0193683 0.0179962 0.0169772 0.015695 0.00223837 0.0134567 0.0124439 0.0112406 0.00278074 0.00845984 0.00738848 0.00605792 0.00496318 0.00303419
internal_count=3121 2630 2492 2409 2195 2009 1938 89 1849 1730 1538 242 1296 1176 789 667 185
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=19
num_cat=0
split_feature=1213 44 133 3 51 48 47 42 0 52 2 13 12 48 12 4 16 0
split_gain=0.000282797 0.000240091 0.000237738 0.000410779 0.000261898 0.00029297 0.00022327 0.000485965 0.000234191 0.000237856 0.00022859 0.000255104 0.000220982 0.000256176 0.000389851 0.000655742 0.000171124 6.85536e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.13148500000000005 0.09832500000000001 -0.23091999999999999 0.11434500000000002 0.096540000000000015 -0.00051499999999999994 -1.0000000180025095e-35 0.085700000000000012 0.084100000000000022 0.24564500000000003 -0.082179999999999989 -0.010949999999999998
decision_type=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 -2 10 12 -12 -10 14 16 -16 -14 -13
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 17 13 -15 15 -17 -18 -19
leaf_value=-0.0008337780849932521 0.00073628374617267 -0.00074182171828233762 -0.00068527094041394537 0.00092196758259713958 -0.0008646153971124446 0.00020172404044907076 -0.0005355144970967628 0.0010817707418268431 -0.00071370373853249579 -0.00066609882501997991 0.00095442957063059477 -0.00021858594093901635 0.0011021464200204377 -0.00065193078121635409 -0.0010116746259402618 0.00058548628695967355 0.00026292546413137917 0.0003617223493676086
leaf_weight=0.0010422225144702665 0.0012587611476275696 0.0010129217459535758 0.0010539121978573587 0.0014543533761374175 0.0016136150264781509 0.0011359206960193102 0.0012656708502483119 0.0013680102304363681 0.001184257920528951 0.0012204770961981295 0.0013974161006013175 0.0010661520087586196 0.0011559940260457147 0.0011266313339624301 0.0013688828800339919 0.001293671193778323 0.0013780979809617875 0.0010409749450808192
leaf_count=491 51 60 372 136 204 69 24 125 123 197 183 115 36 137 544 21 131 102
internal_value=0 2.3383e-05 5.96314e-05 9.82494e-05 3.47788e-05 -0.000424077 0.00011302 0.00016826 7.56309e-05 7.64798e-06 8.23199e-05 0.00042152 -7.60197e-05 4.34093e-05 0.000194159 -0.000235652 0.000645759 6.81013e-05
internal_weight=0 0.0223957 0.0213828 0.0203289 0.0188745 0.00274954 0.016125 0.0148593 0.0134913 0.0122326 0.0110121 0.00350454 0.00750754 0.00632328 0.00519665 0.00266255 0.00253409 0.00210713
internal_count=3121 2630 2570 2198 2062 273 1789 1765 1640 1589 1392 400 992 869 732 565 167 217
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=12
num_cat=0
split_feature=4 151 1 160 0 13 1 12 0 12 2
split_gain=6.9624e-05 9.15618e-05 0.000130577 0.000119311 0.000102441 0.000162836 0.000126762 9.81242e-05 0.000210839 0.000123386 3.90605e-05
threshold=0.27287000000000006 -0.024429999999999997 0.091785000000000019 -0.089744999999999978 -0.14794999999999997 -0.083364999999999981 0.083345000000000016 0.051320000000000005 -0.019414999999999998 0.09857500000000001 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 8 -7 -9 -2
right_child=10 3 -4 4 5 7 -8 9 -10 -11 -12
leaf_value=-0.00066281953507848481 0.00025528005945455525 -0.0027449712908439779 0.0027783783471147208 -0.0017147478469241881 0.00025326733528508783 -0.0016617260814913686 0.0032528418399447303 -0.0035537655505447113 0.0020620093875557471 -0.00018726538431491476 0.0018260112171324351
leaf_weight=0.0010393635082188582 0.0018040998271313833 0.0010198076892328255 0.0010620475501332272 0.0018686639732953267 0.0017509012979503181 0.0014872264258937173 0.00108834167238131 0.001003302546897452 0.0014121096698458385 0.0010736261647627081 0.0012959904767459625
leaf_count=274 148 372 177 127 325 117 139 867 78 293 204
internal_value=0 -0.000240856 0.00107635 -0.000499451 -0.000262983 8.41295e-05 0.00140307 -0.0006684 0.000151904 -0.00181352 0.000911923
internal_weight=0 0.0128054 0.00210141 0.010704 0.00968417 0.00781551 0.00283924 0.00497626 0.00289934 0.00207693 0.00310009
internal_count=3121 2769 451 2318 1946 1819 464 1355 195 1160 352
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=18
num_cat=0
split_feature=1213 2 14 132 159 14 457 0 43 47 42 47 48 1 13 2 2
split_gain=0.000306837 0.000263146 0.000348065 0.000235636 0.000227624 0.000339443 0.000210534 0.000373442 0.000267612 0.000295139 0.000318025 0.000266621 0.000344171 0.000166223 0.00014638 0.000183834 0.000134164
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.081240000000000021 0.10519500000000001 -0.10708499999999999 -0.0029299999999999994 -0.10607499999999999 -0.51144999999999985 0.11312500000000002 0.088465000000000002 0.09585500000000001 0.086425000000000016 0.089770000000000016 -0.0039049999999999992 0.097845000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 11 -9 10 14 12 13 -8 15 -10 -16
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.00082817655082058827 -0.00070402572496831471 0.0007549546647803349 -0.00081927385007958932 0.00063048186874556898 -0.00070346285511665183 -0.00048568352307294129 0.00059665210587241579 0.00065957414043829609 -0.00028658610657856615 0.0004474914909530523 -0.0010467421082278161 -0.00015608785289937565 0.00015128769554449386 0.0013979546775461887 -6.9764953442575277e-06 0.00048300698499717997 -0.00072370998078771938
leaf_weight=0.0010274112075691335 0.0013507024102631373 0.001063109508747345 0.0011757442615079041 0.0013937415062306438 0.0010436303865000848 0.0013479744192151357 0.0011422865699456325 0.0010718793178254834 0.0014436618490871076 0.00154163429850393 0.0010667964464631599 0.0012914825584262601 0.0019179926522170376 0.0012408933868451877 0.0010617433015053107 0.0014092149351301875 0.0013798230400379067
leaf_count=491 71 138 83 214 186 208 61 27 470 66 459 47 66 96 35 66 337
internal_value=0 1.93353e-05 -1.81203e-05 2.96861e-05 -1.60466e-05 2.55035e-05 8.7417e-05 0.000140448 -5.11301e-05 -0.000147524 -0.000291725 0.000447881 0.000629231 0.00101388 -0.000139594 9.35642e-05 -0.00041203
internal_weight=0 0.0219423 0.0208792 0.0197035 0.0183097 0.0172661 0.0159154 0.0145674 0.00897475 0.00790287 0.00636124 0.00559266 0.00430117 0.00238318 0.00529444 0.00285288 0.00244157
internal_count=3121 2630 2492 2409 2195 2009 1938 1730 1460 1433 1367 270 223 157 908 536 372
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=13
num_cat=0
split_feature=376 1 42 475 43 3 0 0 2 16 2 3
split_gain=6.88401e-05 0.000103219 0.000119978 0.000103218 0.000161416 0.000164073 0.000182537 0.000161701 0.000146785 0.000108651 0.000131508 9.18884e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 -0.059114999999999994 -0.10151999999999999 0.097845000000000015 -0.071359999999999993 0.11263500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 10 11 -6
right_child=-2 -3 3 4 7 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0021377575639746913 0.0016622861178838314 0.0017389074458398904 -0.001755181310623377 -0.0016897444650428662 -0.00066425307761011469 0.0035447199278405418 0.002269000748200647 -0.0027911744305529089 7.7055854991170704e-05 0.0020204038814280027 -0.0022184122294770744 0.0020279880489328483
leaf_weight=0.0013926800412833009 0.0010082468476055066 0.0011973408831213459 0.0014353897823441925 0.0010080812309830878 0.001127464900451125 0.0010530587394728275 0.0010429620216045876 0.001774670718906593 0.0014084517350017138 0.0013318774256504424 0.0010085745987082895 0.0011045229804231838
leaf_count=835 64 144 431 343 82 224 51 559 179 75 71 63
internal_value=0 -0.00012892 -0.000292309 -8.32726e-05 0.000137714 0.00141615 0.00032329 -0.000373971 -0.00152205 0.000425273 -0.000230329 0.000668031
internal_weight=0 0.0148851 0.0136877 0.0122951 0.0108597 0.0031041 0.00205104 0.00775556 0.00318312 0.00457244 0.00324056 0.00223199
internal_count=3121 3057 2913 2078 1647 618 394 1029 738 291 216 145
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=12
num_cat=0
split_feature=4 42 43 16 42 0 4 1 0 0 15
split_gain=7.13124e-05 0.00011173 0.000106633 0.000177725 0.000130606 0.000151648 0.000140944 0.000113898 0.000154399 0.000133886 3.88289e-05
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.26435500000000006 -1.0000000180025095e-35 -0.075359999999999996 -0.27825499999999997 0.094385000000000011 -0.15350499999999997 -0.23001499999999997 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 9 -9 -6 -2
right_child=10 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.002285592876788518 0.00019494803889560607 -0.0020482955811975813 0.0022224746003426162 -0.0029800661016868351 0.00079335250588294967 -2.3062064934884364e-05 0.003585525370144733 -0.0010376598533370935 0.002982804437265776 -0.0027064541963743773 0.0019067170398920843
leaf_weight=0.0011146723372102534 0.0015890575447421729 0.0017636000596250876 0.0011418749985109356 0.0012039024001963454 0.0010425468995336491 0.0011129162987713048 0.001444119603622113 0.0010946412092778246 0.0011245035024616268 0.0016227464201114955 0.0014920772555939389
leaf_count=612 167 526 167 256 51 86 118 35 117 801 185
internal_value=0 -0.000268776 1.90958e-05 -0.000238688 0.000147041 0.000511429 0.00201494 -0.000275666 0.000999623 -0.00133748 0.00102389
internal_weight=0 0.0126655 0.0109019 0.00976005 0.00855615 0.00744147 0.00255704 0.00488444 0.00221914 0.00266529 0.00308113
internal_count=3121 2769 2243 2076 1820 1208 204 1004 152 852 352
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=17
num_cat=0
split_feature=133 3 48 132 50 0 160 0 52 13 0 13 12 3 2 15
split_gain=0.000340465 0.000230545 0.000251646 0.000287917 0.000204415 0.000196479 0.000223626 0.00017869 0.000151773 0.000227932 0.00022501 0.000219494 0.00020109 0.000219681 0.000238917 0.000284568
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.081240000000000021 0.083090000000000011 -0.23091999999999999 0.086325000000000013 -0.17169499999999996 0.11434500000000002 -0.084034999999999985 -0.084044999999999995 -0.036034999999999991 -0.029094999999999999 -0.13927999999999999 0.086950000000000013 -0.016799999999999995
decision_type=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 -7 9 10 -9 -11 -13 -14 15 -15
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 11 -12 12 13 14 -16 -17
leaf_value=0.0006007272803740932 -0.00091489623960964127 0.00064567303161341407 -0.00073455211120757968 0.0007724900918219252 -0.00062362177092400431 0.0006842486340603893 -0.00062381942664400426 -2.2638234033825033e-06 -0.0005109121843897529 -0.00078434012734572697 0.0010292540775064083 -0.00059511673020791716 0.000773334517175464 -0.0002101464872830585 -0.00060180093003584141 0.00083623383216662275
leaf_weight=0.0015302712116813623 0.001031957513899665 0.0016163359611086605 0.0011769706266573357 0.0013664088025665535 0.0013472644843258571 0.001100239142380219 0.0014698236066862788 0.0011273494397001094 0.0014150069731035256 0.0010130075252667908 0.0011498811287656832 0.001120867144626044 0.0012436636772528145 0.0015840633890079189 0.0012804172098106435 0.0012530422585061611
leaf_count=65 435 149 65 201 413 45 246 312 190 268 81 88 117 44 214 188
internal_value=0 5.06014e-05 4.49088e-07 4.85053e-05 -1.09636e-05 4.30286e-05 -1.90059e-05 5.33414e-05 -8.70658e-06 6.40117e-05 0.000518598 -7.41057e-05 3.68889e-05 0.000169023 -1.35046e-05 0.000252
internal_weight=0 0.0207946 0.0191783 0.0180013 0.0166349 0.0152876 0.0137574 0.0122875 0.0111873 0.00977229 0.00227723 0.00749506 0.00648205 0.00536119 0.00411752 0.00283711
internal_count=3121 2686 2537 2472 2271 1858 1793 1547 1502 1312 393 919 651 563 446 232
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=13
num_cat=0
split_feature=484 15 11 43 42 3 4 4 47 0 13 160
split_gain=7.48425e-05 9.64763e-05 9.56672e-05 0.000120925 0.000133655 0.000205323 0.00013977 0.000132514 9.53442e-05 0.000170599 0.000213474 8.02698e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.074359999999999996 -0.095284999999999995 -0.075944999999999985 -0.076779999999999987 0.09173000000000002 0.092165000000000011 -0.10607499999999999 -0.095304999999999987 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 11 -11 -5
right_child=1 2 -4 7 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.001797956958334071 0.0017676176330599872 -0.0012202673853540364 -0.0022140984673315284 0.0024361118803004731 0.0020321118504477206 0.0041447397136868845 -0.0015348236208354226 -0.0022273151595933282 0.0020029635049500219 0.00042784946108379761 -0.0038359471204195174 -0.00027660582818616589
leaf_weight=0.0011244733311398586 0.0016363498558058008 0.0010520487071156714 0.0010020328109059404 0.0010907336948379207 0.0012792387193663046 0.0011737253759907538 0.0010166706321177027 0.0017013523054758735 0.0010566668907125987 0.0012085305638608055 0.0012134388310775035 0.0011613506366927595
leaf_count=503 232 113 155 90 144 193 384 181 84 87 915 40
internal_value=0 0.000124677 -8.28306e-05 9.58246e-05 0.00102178 0.0017016 0.000452608 -0.000467526 5.49251e-05 -0.000385469 -0.00170837 0.00103722
internal_weight=0 0.0145921 0.0129558 0.0119538 0.00452168 0.00346963 0.00229591 0.00743207 0.00573072 0.00467405 0.00242197 0.00225208
internal_count=3121 2618 2386 2231 834 721 528 1397 1216 1132 1002 130
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=12
num_cat=0
split_feature=14 147 52 4 0 1 2 0 1 4 4
split_gain=6.6353e-05 8.42395e-05 0.000105238 0.000108555 0.000105963 0.000128849 0.000151137 0.000334313 0.000184064 0.000213139 0.000178452
threshold=0.054835000000000009 1.0000000180025095e-35 0.25317500000000004 -0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.14794999999999997 0.11103500000000001 0.0067750000000000006 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 10 8 9 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0022014771552223604 -0.0019772601919044496 0.0019731959741146349 -0.0025126440776671935 -0.0017563737001155305 0.0024434052012627236 -0.0034359693352644756 -0.0012637751048331571 0.0042342693532960796 -0.0027617272063110367 0.003878498825981101 0.00062839744962218166
leaf_weight=0.0011349701101484059 0.0010106122363571215 0.001399016088113215 0.0010249152590860048 0.0019204164340588768 0.0013624901337550002 0.0010844128398404679 0.0010264562146150569 0.0016949543364907678 0.0010933101377308407 0.0010004747103717904 0.0018164632038921297
leaf_count=138 110 167 305 1328 98 446 50 267 56 50 106
internal_value=0 0.000123567 -7.30808e-05 0.000132981 0.000373871 8.12621e-05 0.000538623 0.00139986 -0.000139827 0.0012744 -0.000890954
internal_weight=0 0.0145579 0.0131589 0.0121339 0.010999 0.00963649 0.00771607 0.0048152 0.00312024 0.00202693 0.00290088
internal_count=3121 3011 2844 2539 2401 2303 975 423 156 100 552
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=17
num_cat=0
split_feature=133 133 132 50 159 133 160 475 42 4 4 15 0 151 3 16
split_gain=0.000273627 0.000249758 0.000243978 0.000163834 0.000251177 0.000251786 0.00022272 0.000443818 0.000156791 0.000185334 0.000267448 0.000255505 0.000239191 0.000216895 0.000310702 0.000154047
threshold=0.10622000000000002 0.091410000000000005 0.081240000000000021 0.10647500000000001 -0.026354999999999996 -0.0061299999999999992 -1.0000000180025095e-35 -0.051009999999999993 0.09832500000000001 -0.27825499999999997 -0.080584999999999976 -0.10091499999999999 -0.23091999999999999 -0.044604999999999992 0.10542000000000001 -0.45661999999999997
decision_type=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 -7 9 -8 -11 15 -13 -14 -15 -12
right_child=-2 -3 -4 -5 5 6 8 -9 -10 10 11 12 13 14 -16 -17
leaf_value=0.00056920710029526446 -0.00075519314551250214 0.00074383665157790307 0.00060922296490464672 -0.00060415929227921597 -0.00071002097002392805 0.00019953668377843589 -0.00048423615666924071 -0.0011803031415872744 0.00058316126143781173 0.00073303554894879944 -2.9308510255588885e-05 0.00041113738349157482 0.00019722716264945707 -0.00098882060429548112 4.7303168291212072e-05 0.0006376013167820058
leaf_weight=0.0015462874391783807 0.0010588832228764769 0.0010817139723853222 0.0013846627097612576 0.0011513564489281916 0.0012996549808020211 0.0011146184115087276 0.0015092622373709093 0.0010308666723062099 0.001213624580575356 0.0012763468270015057 0.0015128655283105363 0.001057909695557413 0.0010257141081145872 0.001840141795438734 0.0010411459933492573 0.0016787327818385683
leaf_count=176 435 168 219 232 656 137 129 223 64 108 48 34 119 227 35 111
internal_value=0 3.47262e-05 -4.24388e-06 -5.06654e-05 -1.35007e-05 -7.1256e-05 -1.32068e-05 -0.000463451 6.62612e-05 8.93017e-06 8.7837e-05 -1.31249e-05 -0.000228217 -0.000401336 -0.00061442 0.000321476
internal_weight=0 0.0207649 0.0196832 0.0182985 0.0171472 0.0156009 0.0143012 0.00214549 0.0121557 0.0109421 0.00943286 0.00815651 0.00496491 0.003907 0.00288129 0.0031916
internal_count=3121 2686 2518 2299 2067 1891 1235 360 875 811 682 574 415 381 262 159
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=17
num_cat=0
split_feature=133 3 48 14 132 484 0 15 1 43 0 1 457 2 3 1
split_gain=0.000315598 0.000330474 0.000253164 0.000282734 0.000263299 0.000201225 0.000267966 0.000236061 0.000412319 0.000270888 0.000230755 0.000210777 0.000246752 0.000175837 0.000170782 0.000129012
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.076175000000000007 0.081240000000000021 -0.0068949999999999992 -0.10607499999999999 -0.03241999999999999 0.080585000000000004 -0.079109999999999986 -0.062294999999999996 0.111945 0.045365000000000009 0.096540000000000015 0.088060000000000013 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 9 13 -8 -11 12 14 -9 -7 -10
right_child=-2 -3 -4 -5 -6 6 7 8 15 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00059409430165655464 -0.00081148713463086847 0.00070747331838025892 -0.00071618647507911174 -0.00074463999869031985 0.00076715268054618213 0.00026831485363735711 -0.00042731390451757306 -0.00031180103412659023 -0.0011672705030129746 8.5167122995598698e-05 0.001070529150504653 0.00084493311930160546 0.00071387591597285984 0.0003878031386840234 -0.00048043508937827098 -0.00041181381263617739
leaf_weight=0.0011476168188676783 0.0010729562913671378 0.0016723549791372019 0.0011385900818492436 0.0010463157541411574 0.0012474604141931014 0.0015344909055406914 0.001013512056727589 0.001659544909271349 0.0011447506716658618 0.0012510902043101346 0.0010405925479608042 0.001465381055493542 0.0013423163496981694 0.0017796084081384278 0.0013857099605587564 0.0010233958875200955
leaf_count=366 435 149 65 81 179 125 273 520 345 229 81 41 67 99 38 28
internal_value=0 4.82757e-05 -9.08077e-06 3.54449e-05 8.33576e-05 2.93288e-05 7.81971e-05 -8.9486e-05 -0.000282666 0.000238246 0.000532594 0.000339109 0.000165215 5.02129e-05 -8.69861e-05 -0.000810684
internal_weight=0 0.0208927 0.0192204 0.0180818 0.0170355 0.015788 0.0146404 0.00891249 0.0056073 0.00330519 0.00229168 0.0057279 0.00426252 0.00343915 0.0029202 0.00216815
internal_count=3121 2686 2537 2472 2391 2212 1846 1575 992 583 310 271 230 619 163 373
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=19
num_cat=0
split_feature=133 14 133 3 457 12 12 0 14 0 51 1 11 15 16 48 1 47
split_gain=0.000341589 0.000272473 0.000254944 0.000250336 0.000242751 0.000234416 0.000391727 0.000276807 0.000239022 0.000232497 0.000349246 0.000215452 0.000169604 0.000389153 0.00014463 0.000133087 0.00011428 4.97386e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.12018999999999998 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 -0.053834999999999994 -0.10708499999999999 -0.13027499999999997 0.08955500000000001 0.14000500000000002 0.088215000000000002 -0.03241999999999999 -0.0007049999999999999 0.086425000000000016 0.11588000000000001 0.084635000000000016
decision_type=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 16 -6 10 15 17 13 -1 -15 -10 -8 -11
right_child=-2 -3 -4 4 5 6 7 -9 9 11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0013382472612668075 -0.00086176368790049078 -0.00066898308014308753 0.00062751012249817996 -0.00073780995935735861 -0.00052792368785378263 -0.0011720098743221385 -6.6583364563077232e-05 -0.00066725274325964861 0.0010974831033253622 -0.0001155848493109723 -0.00025827375911924061 0.00050307408529963785 -0.00015246929756742732 -0.0002586165725034589 0.00054312083331328753 0.00037365215664491604 0.00066790289292135822 -0.0005998707239444806
leaf_weight=0.0010306439683356317 0.00109857590160188 0.0012680172295824734 0.0019438796357042236 0.0012657111741664904 0.0011281471633761142 0.0010057712283985951 0.0010743464484299393 0.0011537694544727639 0.0016673857443927353 0.0010835825221902386 0.0010264580886998331 0.0011252761921377932 0.0012219678573366366 0.0010517229643500769 0.0011957652320937441 0.0010170185045552671 0.0010336962780472803 0.0010275345385704071
leaf_count=59 435 87 573 116 89 599 406 91 96 167 44 39 86 33 68 37 52 44
internal_value=0 3.99625e-05 8.47922e-05 2.65344e-05 -8.00877e-05 -1.26416e-05 -0.000311594 -4.62874e-05 0.000145345 0.000254675 0.000524092 -5.42383e-05 0.000348969 0.000535887 0.000167944 0.000823251 0.000293578 -0.000351299
internal_weight=0 0.0213207 0.0200527 0.0181088 0.0136087 0.012343 0.00426758 0.00326181 0.0080754 0.00694726 0.00371086 0.00323639 0.0045001 0.00327813 0.00224749 0.0026844 0.00210804 0.00211112
internal_count=3121 2686 2599 2026 1780 1664 1148 549 516 427 177 250 246 160 101 133 458 211
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=18
num_cat=0
split_feature=133 133 15 484 132 16 40 1 10 156 48 0 1 42 16 42 1
split_gain=0.000384768 0.000252606 0.000258399 0.000346973 0.000278297 0.00024906 0.000209075 0.000394437 0.000356568 0.00029522 0.000270358 0.000252947 0.000299496 0.000321078 0.00018586 0.000138698 8.44146e-05
threshold=0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.0068949999999999992 0.079970000000000013 -0.18708499999999997 -1.0000000180025095e-35 0.13686500000000004 0.0036750000000000007 0.091255000000000017 0.085845000000000019 -0.13027499999999997 0.095025000000000012 0.086135000000000003 -0.094359999999999986 1.0000000180025095e-35 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -5 8 9 10 11 16 -13 -14 -12 -3 -8
right_child=-2 15 5 4 -6 -7 7 -9 -10 -11 14 12 13 -15 -16 -17 -18
leaf_value=-0.00078293319397499035 -0.00095937662737991718 0.0010052121058813227 5.901448177311616e-05 -0.00055089774214022661 0.00089271054790433639 -0.00087024414054972154 0.0012266528851822963 0.00096630653841417761 -0.000881129425897456 -0.00069343334138804774 -0.00059627915026977721 -0.00029036163632437258 0.0012265507627181277 -4.8332312106951717e-05 0.00022794658744509265 0.00015061280292337877 0.00055587494305264751
leaf_weight=0.0012126968521822467 0.0010996238488715773 0.0010375004195393991 0.0014088144865840313 0.0013436405772165394 0.0011844239417465327 0.0017295844404515903 0.001012870929037569 0.0013541743589508002 0.0010505396114659513 0.0010652173712925117 0.0014857939487922245 0.0019109688758950768 0.0010897704131336283 0.0010385559460828198 0.0014602684999799331 0.0010077798599766805 0.0010072626161203857
leaf_count=197 435 115 59 153 124 764 33 59 27 152 86 192 69 46 92 465 53
internal_value=0 3.57684e-05 -2.21784e-05 6.12207e-05 0.000129452 -0.000453104 6.40333e-05 0.000130263 2.84627e-05 0.000123348 0.000219961 0.000418182 0.000181118 0.000604448 -0.000187737 0.000584122 0.000892195
internal_weight=0 0.0213999 0.0193546 0.0162162 0.0150035 0.0031384 0.0138191 0.0124754 0.0111212 0.0100707 0.00900549 0.00605943 0.0040393 0.00212833 0.00294606 0.00204528 0.00202013
internal_count=3121 2686 2106 1283 1086 823 962 809 750 723 571 393 307 115 178 580 86
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=18
num_cat=0
split_feature=1213 133 14 45 3 51 48 484 15 15 0 16 0 4 3 0 13
split_gain=0.00028833 0.000221122 0.00024214 0.000266158 0.000393305 0.000242371 0.00026258 0.000248478 0.000262689 0.000265271 0.00021831 0.000296499 0.000281842 0.000280661 0.000178989 0.000275661 0.000210193
threshold=-1.0000000180025095e-35 0.10622000000000002 0.076175000000000007 0.081955000000000014 0.16158000000000003 0.08955500000000001 0.092475000000000016 0.08660000000000001 -0.15914499999999995 -0.10203999999999998 -0.10151999999999999 -0.27167499999999994 -0.059114999999999994 0.0067750000000000006 0.083060000000000009 0.12113000000000002 -0.015874999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 -10 11 -11 -12 -13 15 16 -14
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 12 13 14 -15 -16 -17 -18
leaf_value=-0.00095472085347908173 0.00061406885589106554 -0.00082889820438023312 -0.0007747438530112641 -0.00082143798711352574 0.0008624220444938981 -0.00091075208178635961 0.00010171649296069272 0.00062014787299571482 -0.00076189105665735903 -0.00039047571457323423 -0.00081660970364049064 8.0613446774694018e-05 -7.1295432458915311e-06 0.0011947341427089545 -0.00050794070039050939 -0.00034799686506088072 0.00096378637107591056
leaf_weight=0.0010526290296695709 0.0012617062749585633 0.0010151568524573501 0.0011582847861240078 0.0010011124598179313 0.0011743748968171533 0.001518004882929711 0.0010262067794909319 0.0014596866530072203 0.0013907953558605175 0.0010336848858111258 0.0014016645467667651 0.0011247328953914977 0.0010111175266143135 0.0010404343967733709 0.0013856653096082638 0.0015731250315909051 0.0011270917804352566
leaf_count=491 158 373 80 58 132 190 69 197 129 77 806 65 63 24 57 94 58
internal_value=0 -0.000125244 -8.89614e-05 -4.60927e-05 -1.80952e-06 -6.387e-05 -0.000502373 1.6917e-05 -5.43807e-05 -0.000130442 -3.98805e-05 0.000290755 -0.00020263 0.000615985 -3.37868e-05 0.000143243 0.000504659
internal_weight=0 0.0207028 0.0196877 0.0185294 0.0175283 0.0163539 0.00254421 0.0138097 0.01235 0.0110883 0.00969752 0.00319885 0.00649866 0.00216517 0.005097 0.00371133 0.00213821
internal_count=3121 2630 2257 2177 2119 1987 259 1728 1531 1373 1244 166 1078 89 272 215 121
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=19
num_cat=0
split_feature=124 1213 1456 133 14 47 484 42 16 14 13 151 49 52 42 15 4 15
split_gain=0.000369083 0.000321029 0.000302962 0.000274285 0.000299691 0.00030422 0.000294039 0.000356685 0.00026466 0.00041088 0.000411426 0.000262142 0.000412389 0.000240006 0.000335553 0.000316569 0.000340243 0.000447786
threshold=0.10281000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 0.076175000000000007 0.13148500000000005 0.08660000000000001 0.09832500000000001 0.26799500000000004 -0.10708499999999999 -0.23438999999999996 -0.085039999999999991 0.082865000000000008 0.093665000000000012 0.081660000000000024 0.024640000000000006 0.0061450000000000003 -0.095869999999999983
decision_type=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 7 8 9 -4 -11 -12 13 14 15 16 -13 -18
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00092872205594376664 0.00084442036464429167 -0.0008918692719942045 -0.00080559928049702767 -0.00076252719310102187 -0.0006870836122636764 -0.0007436218256361639 0.00079135949601993308 0.00082993189643310657 -0.00065824253573602278 0.00099818939829935923 -0.00053991786940102643 -0.00037043348832208707 0.0010978743154543117 -0.00067651007905511701 0.00079136193881769261 -0.00083473031232027684 -0.00012625155997596498 0.0012514745294004497
leaf_weight=0.0010747220615972128 0.0012005976474146465 0.0010048619923339807 0.0012266950010477182 0.0011212287792064643 0.0013171793395394529 0.0010300096192228372 0.001701958390105728 0.0015211104292680916 0.0013822343647908195 0.0013795491275742028 0.0015805230892471404 0.0018485492850878402 0.0010903101026666492 0.0010421669258612043 0.00162427441211907 0.0010509948991866414 0.0012543065172569423 0.0011889652767911318
leaf_count=491 39 257 68 345 63 39 189 128 230 93 195 96 167 193 226 211 45 46
internal_value=0 -6.99848e-05 -2.87191e-05 1.18869e-05 5.47894e-05 0.000106433 0.00015537 8.85109e-05 1.16265e-05 8.13159e-05 0.000171532 6.47525e-05 0.000169779 4.34363e-05 0.000151129 -4.35089e-05 0.000150248 0.000544189
internal_weight=0 0.0234396 0.0223649 0.0213601 0.0202388 0.0189216 0.0178916 0.0161897 0.0146686 0.0132863 0.0120596 0.0106801 0.00909957 0.00800926 0.00696709 0.00534282 0.00429182 0.00244327
internal_count=3121 3082 2591 2334 1989 1926 1887 1698 1570 1340 1272 1179 984 817 624 398 187 91
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=20
num_cat=0
split_feature=1456 1213 133 11 457 151 150 0 49 159 15 42 52 2 43 4 3 149 15
split_gain=0.0003373 0.00034843 0.000302827 0.00025904 0.000317641 0.000220764 0.000273316 0.000273722 0.000229699 0.000206458 0.000195371 0.000211892 0.000215941 0.000215341 0.00021064 0.000201348 0.000139418 0.000127253 3.07577e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 0.088215000000000002 -0.0029299999999999994 0.032230000000000009 0.081835000000000019 -0.10474999999999998 -1.0000000180025095e-35 0.094385000000000011 -0.076244999999999993 -0.095284999999999995 0.11434500000000002 0.096540000000000015 -0.072534999999999988 0.24564500000000003 -0.012304999999999998 1.0000000180025095e-35 -0.17952999999999997
decision_type=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 -3 6 8 -8 -6 10 15 -12 13 14 -13 -10 -15 -7 -17
right_child=1 2 -4 -5 5 17 7 -9 9 -11 11 12 -14 16 -16 18 -18 -19 -20
leaf_value=-0.00083840359048067276 -0.00079098410619189241 -0.00047319674787123104 -0.00066884677202773586 -0.00050652220582680929 -0.00046190139033710093 -0.00062710905974766714 0.00098908908658012031 5.6529574473642464e-05 -0.00035073981261930185 -0.00038135301605964192 -0.00013379477000298971 0.00078369093710210151 -6.6273570626449e-05 0.00064103456130083151 -2.9174979147999692e-05 0.00049766846903185908 0.0013741738396069814 0.00010625515965194193 0.00014456677474705004
leaf_weight=0.0010168802461502429 0.0010761986586686331 0.0016422618241569006 0.0011546038646813575 0.0014075671628954725 0.0011386742786494439 0.0010018551815149648 0.0018741943608761025 0.0010380724359668738 0.0017304809825688617 0.0010925169359864437 0.0011989704908204899 0.0013973932532824751 0.0010378153024726833 0.0011136922495716961 0.0013118685362985723 0.001045544514956382 0.001088809260309187 0.0010069877582272735 0.0010489042421326644
leaf_count=288 461 211 349 109 103 67 96 151 290 183 67 83 96 88 262 101 45 37 34
internal_value=0 1.87035e-05 5.77262e-05 9.73427e-05 0.00014034 0.000195929 0.000252693 0.00065668 0.000163595 0.000222623 0.000282755 0.000424951 0.000537551 0.000665134 0.000390088 1.69997e-05 0.00100346 -0.00025949 0.000320834
internal_weight=0 0.0234064 0.0223302 0.0211756 0.019768 0.0181258 0.0161169 0.00291227 0.0132047 0.012066 0.0109735 0.00714855 0.00594958 0.00491176 0.00270926 0.00382493 0.0022025 0.00200884 0.00209445
internal_count=3121 2833 2372 2023 1914 1703 1599 247 1352 1249 1066 641 574 478 345 425 133 104 135
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=13
num_cat=0
split_feature=14 132 457 1 52 13 4 52 3 1 3 457
split_gain=7.98889e-05 7.76036e-05 9.54886e-05 0.000173701 0.000250514 0.000227127 0.000141293 0.000140727 0.000123864 0.000176876 9.10036e-05 6.46169e-05
threshold=0.057600000000000005 0.081240000000000021 0.045365000000000009 0.111945 0.11434500000000002 -0.084034999999999985 -0.080924999999999983 -0.0064899999999999992 0.10732000000000001 0.12811000000000003 -1.0000000180025095e-35 0.097575000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 -5 -9 -4
right_child=-2 -3 11 8 -6 7 -8 10 -10 -11 -12 -13
leaf_value=0.0030824771550098974 -0.0020628597687712886 0.0019018617409458103 0.0027254908619484216 0.00018590155634635666 -0.0044099021312232999 -0.0032599586363778791 -0.00049927909255261752 -0.0015337317305911546 -0.00055472669613832945 0.0043572550355253257 0.0012325649605051589 7.4795123038233632e-05
leaf_weight=0.0012879627658447801 0.0010095894654321693 0.0012357352502413857 0.0010544793924449078 0.0012391920748570659 0.0010198585027164087 0.0015633620374794609 0.0011760440672363929 0.0017118559126542473 0.0017281402379598632 0.0010465385395653851 0.0010841399492136309 0.0010002022672566946
leaf_count=123 107 293 161 140 355 488 399 687 135 106 35 92
internal_value=0 0.000107638 -5.17363e-05 -0.000309395 -0.000956276 -0.000440077 0.00137294 -0.00146484 0.000954629 0.00209579 -0.000461108 0.00143515
internal_weight=0 0.0151475 0.0139118 0.0118571 0.00784322 0.00682336 0.00246401 0.00435936 0.00401387 0.00228573 0.002796 0.00205468
internal_count=3121 3014 2721 2468 2087 1732 522 1210 381 246 722 253
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=13
num_cat=0
split_feature=52 1 12 43 47 1 3 16 15 2 2 16
split_gain=7.67195e-05 0.000128455 0.000115859 9.69403e-05 0.000161611 0.000232509 0.000144249 0.000243243 0.000115553 0.000212041 0.00010624 0.000167266
threshold=-0.38533999999999996 0.13686500000000004 0.11650500000000001 -0.084004999999999982 0.092710000000000015 0.094385000000000011 0.090900000000000009 -0.095564999999999983 -0.03241999999999999 0.11215000000000001 0.084245000000000014 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 -5 9 -7 -2 -12
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 11 -13
leaf_value=-0.0015454058305069639 0.0027056390928037245 0.0021384669006253112 -0.0019085375564374058 0.0004356843537745763 -0.0021307293656976575 0.0039457813866864691 0.00058907733599570925 -0.0035276352170232504 -0.00013713413607007672 0.00019207947802427799 -0.0015136948596723594 0.001959636927135047
leaf_weight=0.0011943436194075197 0.0010304441040498444 0.0011186217264912415 0.0012138258657984182 0.0010547914144278447 0.0014439892555855186 0.0012023227043788005 0.0015600538868278946 0.0014196728541911357 0.0014429572515575195 0.0011511911907682859 0.0010564614111228388 0.0011123156970687109
leaf_count=334 167 159 107 237 182 116 69 1047 139 119 408 37
internal_value=0 0.000101653 -6.48007e-05 0.000114608 -0.000209051 0.000145295 -0.000899622 -0.00183819 0.00125573 0.00210971 0.00105294 0.000267697
internal_weight=0 0.0148066 0.013688 0.0124742 0.00927498 0.00783099 0.00403452 0.00247446 0.00379647 0.00235351 0.00319922 0.00216878
internal_count=3121 2787 2628 2521 1909 1727 1353 1284 374 235 612 445
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=18
num_cat=0
split_feature=133 14 133 3 157 457 1 16 16 12 41 43 151 13 3 2 3
split_gain=0.000325965 0.000271214 0.000236974 0.000225853 0.000239031 0.000234451 0.000226389 0.00031094 0.000217679 0.000291479 0.000197731 0.000345399 0.000176704 0.000152331 8.99976e-05 0.00023046 6.06612e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.12018999999999998 -0.077234999999999984 -0.0029299999999999994 0.077565000000000009 0.19444000000000003 -0.056919999999999991 -0.010834999999999999 0.07831500000000001 0.084740000000000024 -0.044604999999999992 0.090705000000000008 -0.0025099999999999996 0.11263500000000001 0.083060000000000009
decision_type=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 7 -7 12 -10 11 13 -8 -1 -14 -16 -11
right_child=-2 -3 -4 4 5 6 8 -9 9 16 -12 -13 14 -15 15 -17 -18
leaf_value=0.0011928186944242572 -0.00079968291743780988 -0.00065165337236865932 0.00057725589710529764 0.000538127794667782 -0.00076766084952033372 -0.0010757282156643225 -0.00032817247666732746 5.7284146944375039e-05 0.0003374150001506786 -0.000303460975611546 -0.00022880425495568624 -0.00021997283743626988 4.9245113853719469e-05 0.00042218246140711667 0.00084120369264206838 -8.1980904024625901e-06 -0.00079053196492356956
leaf_weight=0.0011678971739730272 0.0010983008701915672 0.0012118885441361185 0.0018611684992959924 0.0012721914353570627 0.0011821995530497962 0.0010631119573253399 0.0010583990803442189 0.0010765221435607084 0.0011898308474200814 0.0010318112740657359 0.0011143166984162178 0.0010262162206799985 0.0014801557578923014 0.0010998490786553461 0.0017496424617283735 0.0011818546736281355 0.0012471437034982102
leaf_count=63 435 87 573 176 96 692 84 72 68 177 50 19 202 114 67 68 78
internal_value=0 3.07698e-05 7.25336e-05 2.0175e-05 -7.49851e-05 -0.000138603 -7.14753e-05 -0.000505671 3.24556e-05 -0.000258752 0.000312305 0.000495357 0.000217122 0.000819063 0.000347944 0.000498761 -0.000570007
internal_weight=0 0.0210142 0.0198023 0.0179411 0.0135329 0.0122607 0.0110785 0.00213963 0.00893884 0.00346879 0.00440828 0.00329396 0.00547005 0.00226775 0.00441165 0.0029315 0.00227895
internal_count=3121 2686 2599 2026 1780 1604 1508 764 744 323 246 196 421 177 337 135 255
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=12
num_cat=0
split_feature=484 15 160 160 12 1 12 52 49 15 3
split_gain=7.06443e-05 0.000104438 8.51662e-05 8.67556e-05 0.00013735 0.000146906 0.000231806 0.000105645 0.00025207 0.000177543 0.00010528
threshold=-0.0068949999999999992 -0.24436499999999997 0.092070000000000013 -0.091944999999999985 -0.029094999999999999 0.13021500000000003 0.098810000000000023 -0.087769999999999987 -0.047584999999999995 -0.095869999999999983 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -9 -10 -11
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12
leaf_value=-0.0018868434820896395 0.0019554225276718889 -0.0020493228233130611 -0.002047965540808239 -0.0017579631374539102 -0.0012868467590218681 0.0032641611364400578 -0.0025206017246389373 0.0044204118944606539 -0.0018101872228488453 -5.9599382087900161e-05 0.0029547322617375447
leaf_weight=0.0011421996644974597 0.0016616139274604176 0.0010448449963975726 0.0012439635656740717 0.0016648265661244896 0.0010958665786254089 0.001152130674697772 0.0014468706473227122 0.0012517937418707915 0.0014032760546074281 0.0012922571879202573 0.0015274957854777317
leaf_count=503 232 346 156 203 305 56 278 105 103 401 433
internal_value=0 0.000119497 -0.00011296 8.96672e-05 0.000295944 0.000668847 0.000295898 0.000916093 0.00135704 0.000448998 0.0015733
internal_weight=0 0.0147849 0.0131233 0.0118794 0.0108345 0.00916969 0.00801756 0.00657069 0.00547482 0.00422303 0.00281975
internal_count=3121 2618 2386 2230 1884 1681 1625 1347 1042 937 834
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=18
num_cat=0
split_feature=124 47 14 133 123 50 12 3 0 15 13 11 151 16 52 1 4
split_gain=0.000401361 0.000304741 0.000284106 0.000301529 0.000191253 0.00026673 0.000301421 0.000353227 0.000436281 0.000329917 0.000266669 0.000255772 0.000245803 0.000401038 0.000179751 0.000157084 0.000134386
threshold=0.10281000000000001 0.13148500000000005 0.076175000000000007 0.10622000000000002 1.0000000180025095e-35 0.081075000000000022 -0.015429999999999998 -0.10023499999999998 -0.10151999999999999 -1.0000000180025095e-35 -0.084034999999999985 0.086595000000000019 -0.0083949999999999979 -0.094359999999999986 -0.065544999999999978 0.10439500000000002 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 12 11 -10 -8 13 -9 -14 -16 -11
right_child=-2 -3 -4 -5 -6 -7 7 8 10 16 -12 -13 14 -15 15 -17 -18
leaf_value=-0.00070212016042877647 0.00085511387753029096 -0.00084895347456315857 -0.00071328291682717438 -0.00081107254486753025 0.00059351913159109233 -0.00066156614211439104 0.0013923071044291975 -0.0008476497049849771 1.534599254790952e-05 -0.00033206754069409108 -0.00090269655943717685 0.00032549900636547546 1.3424027174057218e-05 0.00049479435373796221 0.00031394172192314581 0.0011139403230655274 0.00036427972212028464
leaf_weight=0.0011507810287137944 0.0012286381603632259 0.0011847717416780803 0.0014018374011721671 0.0010263283798946357 0.0015706700579941916 0.0013233441514745444 0.0012559598765783386 0.0011906047112925089 0.0013566978524791971 0.0010563077088039385 0.0018734546554622089 0.0010070360612814966 0.0015704375281355709 0.0010340618131543522 0.0012744472389051246 0.0011714560587710032 0.0019832731332929338
leaf_count=126 39 59 101 404 210 432 87 58 368 89 837 38 41 41 75 40 76
internal_value=0 -7.05711e-05 -2.71665e-05 2.13006e-05 6.66968e-05 1.87219e-05 7.52545e-05 0.000135807 -4.66461e-05 0.000461695 -0.000517109 0.000917576 0.000196851 -0.000223659 0.000429773 0.000697098 0.000122287
internal_weight=0 0.0224315 0.0212467 0.0198449 0.0188185 0.0172479 0.0159245 0.0147737 0.00947116 0.00530258 0.00323015 0.002263 0.00624101 0.00222467 0.00401634 0.0024459 0.00303958
internal_count=3121 3082 3023 2922 2518 2308 1876 1750 1460 290 1205 125 255 99 156 115 165
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=19
num_cat=0
split_feature=133 14 45 3 48 51 0 132 52 12 4 0 52 2 42 16 0 2
split_gain=0.000310382 0.00025049 0.000212463 0.000362425 0.000241467 0.00027038 0.000309595 0.00022443 0.000159229 0.000296111 0.000348145 0.000162666 0.000265278 0.000141669 0.000104398 9.27555e-05 4.43644e-05 4.0941e-05
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.17169499999999996 0.079970000000000013 0.11434500000000002 0.097825000000000009 -0.0024449999999999997 -0.055064999999999996 0.091275000000000009 0.099515000000000006 1.0000000180025095e-35 -0.069144999999999984 -0.097734999999999989 0.09678500000000001
decision_type=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 13 8 9 10 11 -8 -13 -1 -11 -12 -17 -7
right_child=-2 -3 -4 -5 -6 17 7 -9 -10 14 15 12 -14 -15 -16 16 -18 -19
leaf_value=0.0003434287841039105 -0.00084767530701723411 -0.00069801403466499185 -0.00065290896036507902 0.00097805172948699378 -0.00071414898269656665 -0.00021490189867304717 0.00067262582151144973 0.0007927803476190119 -0.0005545820990269549 0.00094634694259644245 -0.00081475511412242658 -0.00044519728256609085 0.00063926343289590461 0.0011522688125637291 0.00022599737079463292 -9.4370149494211578e-06 -0.00049325947235709909 -0.00067888131291336503
leaf_weight=0.0011992266122078316 0.0011213439850075091 0.001171947658510585 0.0010016949606903571 0.0012442972262264309 0.0010174940227862797 0.0010216516377481019 0.001515616641611075 0.0010877339074401868 0.0011924700533440533 0.0011693920426476268 0.0012833384987060367 0.001504251654757538 0.0010181975139555988 0.0011342550902783133 0.0010087720512297338 0.0010184307670863674 0.0010222773236054873 0.0010261126296107759
leaf_count=30 435 87 61 132 63 180 830 152 231 135 173 171 16 56 60 43 179 87
internal_value=0 3.86571e-05 8.301e-05 0.000122936 6.11431e-05 0.000109833 0.000190451 8.26385e-05 1.06676e-05 8.132e-05 -7.59042e-05 0.000247804 -7.45003e-06 0.000736588 0.000612732 -0.000469147 -0.000251804 -0.000447397
internal_weight=0 0.0206372 0.0194652 0.0184635 0.0172192 0.0162017 0.014154 0.0118205 0.0107327 0.00954028 0.00736211 0.00403807 0.00252245 0.00233348 0.00217816 0.00332405 0.00204071 0.00204776
internal_count=3121 2686 2599 2538 2406 2343 2076 1990 1838 1607 1412 1017 187 86 195 395 222 267
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=18
num_cat=0
split_feature=133 14 44 3 51 48 15 15 48 16 0 12 2 0 0 4 15
split_gain=0.000371547 0.000258839 0.000236374 0.000394228 0.000243316 0.000361064 0.000228753 0.000243993 0.000261323 0.000361771 0.000541617 0.000335787 0.000352898 0.000381568 0.000215489 0.000156216 5.62223e-05
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.08955500000000001 0.092475000000000016 -0.15914499999999995 -0.10203999999999998 -0.064549999999999982 -0.29154999999999992 -0.11013499999999998 0.051320000000000005 0.083995000000000014 -0.014954999999999998 -0.019414999999999998 0.0067750000000000006 -0.44764999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 16 -8 -9 -10 15 14 -13 -14 -12 -11 -1
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 11 12 13 -15 -16 -17 -18
leaf_value=0.00035539966765020325 -0.00088363639197516417 -0.00064662988861872018 -0.00067854195505109686 0.00094987308615707849 -0.00086024457630518448 0.00030614970015369676 -0.00056151050556628359 0.00076274278232646236 -0.00070592384842602216 0.0004461323062816936 -0.0001359204756403772 -0.0010004775978172638 0.0006087630800224494 -0.00058067397367593163 0.00068941710369523155 0.0012666222193739374 0.00087740584768618659
leaf_weight=0.0010357982067274729 0.0011760237296318801 0.001338155031179288 0.0010023897882511781 0.0012886039952297859 0.0016246967754292565 0.001111564368591722 0.0014529923585800226 0.0014019838467405074 0.0014105016557760504 0.0013029077729930201 0.0014191420649425357 0.001408656440398226 0.0012558139107437015 0.0014396264783735927 0.001765356834563264 0.0010358912378549689 0.0010168283434491389
leaf_count=101 435 87 59 132 215 71 155 126 86 59 98 414 784 95 81 20 103
internal_value=0 2.58184e-05 6.87236e-05 0.000106232 4.80403e-05 -0.000386415 0.000122593 4.99907e-05 0.000121415 3.99562e-05 0.000149234 -6.26476e-05 -0.000360808 -2.65116e-05 0.000321613 0.00080954 0.000613991
internal_weight=0 0.0223109 0.0209728 0.0199704 0.0186818 0.00273626 0.0159455 0.0138929 0.0124399 0.0110379 0.00962739 0.0072886 0.0041041 0.00269544 0.0031845 0.0023388 0.00205263
internal_count=3121 2686 2599 2540 2408 286 2122 1918 1763 1637 1551 1472 1293 879 179 79 204
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=20
num_cat=0
split_feature=133 14 45 3 48 51 0 132 1 1 151 4 0 2 43 2 0 3 4
split_gain=0.000346127 0.000266018 0.00024469 0.000387659 0.000279364 0.00031164 0.00036105 0.000228948 0.00015348 0.000281553 0.000281138 0.000228666 0.000226913 0.000292616 0.00020954 0.000151475 8.87426e-05 6.12584e-05 4.48516e-05
threshold=0.10622000000000002 0.076175000000000007 0.081955000000000014 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.17169499999999996 0.079970000000000013 0.11230000000000001 0.10708500000000001 -0.077429999999999985 -0.029144999999999997 -0.055064999999999996 0.096540000000000015 -1.0000000180025095e-35 0.099515000000000006 -0.052984999999999997 -0.03694999999999999 0.0045450000000000013
decision_type=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 15 8 9 10 -8 12 -12 -14 16 -1 -10 -15 -7
right_child=-2 -3 -4 -5 -6 18 7 -9 14 -11 11 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.00036979169165354668 -0.00091632607785569007 -0.00071389635110391547 -0.00070700137109541011 0.001001242490953151 -0.0007522186014372221 -0.00072185125158021589 0.00080821268410803454 0.00080325607991626655 0.00037317297470193907 -0.00089087673933285836 0.00070818002093552045 -0.00065570975328333651 -0.00087096646635195698 -7.5015933078320703e-05 0.00093517385779858658 0.001191953168022923 -0.0003006980881065055 0.00049243280092505783 -0.00023919473531681281
leaf_weight=0.0012224867663945755 0.0010855517211821172 0.0012080923627004738 0.0010118804453114185 0.0012575264816164769 0.0010747715822656536 0.0010513268866353112 0.0010141972112989459 0.0010742417498445242 0.001016254805346898 0.0010786540917272491 0.0011129207639675323 0.0016006584469584872 0.0010273614606339798 0.0010494622677130749 0.00100387083686826 0.0011908469943240352 0.0010906076685809202 0.001000188904229482 0.0010221720020681807
leaf_count=31 435 87 58 132 63 221 266 152 84 65 637 495 60 87 56 56 55 34 47
internal_value=0 3.36455e-05 7.90287e-05 0.000121139 5.83629e-05 0.000110986 0.000196164 8.03173e-05 9.67886e-06 -0.000112093 1.13552e-05 -0.000128211 7.33067e-05 -0.00015632 0.000318282 0.000775483 2.43467e-05 0.000201888 -0.000483916
internal_weight=0 0.0211075 0.0198994 0.0188875 0.01763 0.0165553 0.0144818 0.0120684 0.0109942 0.00788344 0.00680479 0.00579059 0.00418993 0.00307701 0.00311073 0.00241333 0.00210686 0.00204965 0.0020735
internal_count=3121 2686 2599 2541 2409 2346 2078 1991 1839 1644 1579 1313 818 181 195 87 139 121 268
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=18
num_cat=0
split_feature=133 3 484 48 15 42 2 13 48 52 48 12 51 52 1 52 3
split_gain=0.000414687 0.000352291 0.00029659 0.000290366 0.000243194 0.000382512 0.000348436 0.000274495 0.000242496 0.000199942 0.000455674 0.000505364 0.00026008 0.000508673 0.000153501 0.000120346 5.67833e-06
threshold=0.10622000000000002 0.16158000000000003 -0.0068949999999999992 0.12879500000000002 0.024640000000000006 0.083995000000000014 0.098260000000000014 0.24813000000000004 0.092680000000000026 -0.046924999999999988 -0.032929999999999994 0.09334000000000002 0.086685000000000012 -0.088204999999999992 0.094385000000000011 0.096795000000000006 -0.017889999999999996
decision_type=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 9 15 12 -11 14 13 -4 -12 16 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00066088781061333403 -0.00088960122100509797 0.00065344725330713257 -0.00010250029163914409 -0.00072923210827163419 -0.0007322792416780831 0.00032925753024776985 -7.7780768030959476e-06 0.00062784792443611463 0.0011535657132644792 0.00057738379785012635 -0.00043538889251265632 -0.0012720336260201844 -0.0004929728901729082 0.0011788669721635083 0.00031313275720378159 0.00065197529154561594 0.0001537512938391636
leaf_weight=0.0015812644904055475 0.0011936373979668227 0.0018908703766944415 0.0018887243779174417 0.0011145881746195121 0.001952092231034013 0.001298748841760608 0.0010000004968203635 0.0013886704584118456 0.0010223551425463037 0.0010832614547311454 0.0016007204716247123 0.0013838751692749618 0.0010564086797275052 0.0011422476828195612 0.0010373622572263791 0.0014036614253469804 0.0010000127417417815
leaf_count=432 435 149 213 48 458 324 226 25 72 31 275 64 45 74 68 66 116
internal_value=0 2.6853e-05 -2.96903e-05 2.18301e-05 6.76795e-05 -0.000308183 0.000149098 -2.76494e-07 0.000506206 -9.51634e-05 -0.000295185 -0.000530199 0.000154667 0.000380394 -0.000141051 0.000311759 7.29871e-05
internal_weight=0 0.0228449 0.020954 0.0193727 0.0182581 0.00325084 0.0150073 0.0105813 0.00442603 0.0091926 0.00510522 0.00402196 0.00408738 0.00303097 0.00263808 0.00340367 0.00200001
internal_count=3121 2686 2537 2105 2057 782 1275 795 480 770 438 407 332 287 343 408 342
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=12
num_cat=0
split_feature=14 157 48 48 51 1 150 15 0 13 0
split_gain=7.67082e-05 9.3317e-05 0.000109892 0.000193248 0.000125433 0.000117474 0.000156034 0.000135926 0.000173153 0.000121615 0.000120657
threshold=0.057600000000000005 -0.073574999999999988 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.12500000000000003 0.081835000000000019 -0.015744999999999999 -0.10836499999999999 0.0076650000000000008 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3 10 -9
right_child=-2 2 -4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0020499841553627864 -0.0022216699084923945 -0.0049258943925861755 -0.0027264244643250245 0.0027357709883833359 -0.0026552628586491225 0.0021415037124633118 0.0018542440899501275 0.0032480882481285105 -0.0002775281913484458 -0.0019019225754308624 -0.00034577872620616853
leaf_weight=0.0015309530280084313 0.0010167136303159676 0.0010954323760553608 0.0010024835092379567 0.0016589447944897378 0.0013337505823318866 0.0015287601119158738 0.0017297689440809658 0.0010003341907803935 0.0010855599055876013 0.001590986686932222 0.0017432364802366651
leaf_count=398 107 108 84 227 219 176 191 362 406 214 629
internal_value=0 0.000118086 -9.6715e-05 0.000109777 -0.000282413 4.13817e-05 -0.000348001 -0.00093266 -0.00261223 -8.756e-05 0.000964582
internal_weight=0 0.0153002 0.0137693 0.0127668 0.0111078 0.00977408 0.00824532 0.00651555 0.00218099 0.00433456 0.00274357
internal_count=3121 3014 2616 2532 2305 2086 1910 1719 514 1205 991
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=14
num_cat=0
split_feature=52 376 132 47 0 4 14 3 1 1 13 150 48
split_gain=8.7247e-05 0.000125173 0.000111081 0.000101614 0.000177361 0.00012386 0.000133764 0.000152164 0.000131942 0.000162979 0.000120349 9.30584e-05 3.52083e-05
threshold=-0.38533999999999996 0.048375000000000008 0.080640000000000017 0.092710000000000015 0.12500000000000003 0.0061450000000000003 -0.10708499999999999 0.090900000000000009 0.086560000000000012 0.10060500000000001 -1.0000000180025095e-35 0.084680000000000019 0.099800000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -7 11 10 -10 -2 -8 -5
right_child=1 -3 -4 12 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0020592119622002089 -0.0011874185068089752 0.0024599579728949842 0.0023264857891605066 -0.0029807334713577234 -0.002699511867592882 -0.0011844266092352494 0.0022149018248383283 0.004101511342681473 -0.0039551352446425894 0.00037949213801690573 0.0024909286146951094 -0.0009872326790269345 -0.00088720108862781874
leaf_weight=0.0012244732303224619 0.0010329987624383722 0.0013338199432455277 0.0011034888763187265 0.0010022111802016767 0.0013217302721130761 0.0010587365896008727 0.0012624675363349935 0.0013742561480385995 0.0011668052343309643 0.001023514768561995 0.0012187317210737682 0.0010407536337993517 0.001017677454412648
leaf_count=334 848 163 290 120 55 79 260 90 344 115 260 51 112
internal_value=0 0.000142017 -8.49248e-05 -0.000297464 1.58091e-05 0.000406833 0.00129878 0.00201369 -0.000544182 -0.00192961 0.000803458 0.000767957 -0.00192595
internal_weight=0 0.0149572 0.0136234 0.0125199 0.0105 0.00917826 0.00473621 0.00367748 0.00444205 0.00219032 0.00225173 0.00230322 0.00201989
internal_count=3121 2787 2624 2334 2102 2047 480 401 1567 459 1108 311 232
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=17
num_cat=0
split_feature=133 14 44 3 48 51 0 0 0 12 3 0 13 49 15 3
split_gain=0.000282335 0.000249532 0.000222888 0.000394625 0.000236955 0.000258289 0.000297001 0.000317709 0.000214219 0.000292628 0.000206772 0.000224435 0.000402512 0.000176155 0.000145813 5.07924e-05
threshold=0.10622000000000002 0.076175000000000007 1.0000000180025095e-35 0.16158000000000003 0.11951500000000001 0.08955500000000001 -0.13027499999999997 -0.060129999999999996 -0.10607499999999999 0.084100000000000022 0.083060000000000009 0.12113000000000002 -0.036034999999999991 -0.066019999999999981 -0.097454999999999986 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 13 8 -8 -10 11 12 -9 -1 -15 -7
right_child=-2 -3 -4 -5 -6 15 7 10 9 -11 -12 -13 -14 14 -16 -17
leaf_value=5.9206862940581333e-05 -0.00072259035761867844 -0.00061301874543409781 -0.00060293651105158407 0.00090864313044140116 -0.00062146245700749883 -0.00016121752260443809 0.00019491354164872103 -5.0662864239847402e-05 -9.8842162793880386e-05 -0.0011020428533373881 -0.0002463367083135036 -3.5835370037082856e-05 0.0010223689710284682 0.00034604111131402663 0.0010337287721948352 -0.00062232318505140729
leaf_weight=0.0013330184253990129 0.0011677855519779947 0.0012629427320358646 0.0010374128546626329 0.0012583327447374107 0.0010970119035267336 0.0010422455980690906 0.0012463184547637464 0.0012616255275494162 0.0014123954070986745 0.0011772999876648454 0.0015779154701354159 0.0019106923296230427 0.0019891232324973614 0.0012595936612682657 0.001481957487278856 0.001068221145349213
leaf_count=55 435 87 59 132 63 223 84 96 277 1135 68 106 124 65 68 44
internal_value=0 2.77487e-05 6.79038e-05 0.00010431 4.76326e-05 9.14266e-05 0.000161445 3.01093e-05 -0.000311291 -0.000554907 0.000224433 0.000368353 0.000605922 0.00050232 0.000717774 -0.000394608
internal_weight=0 0.0214161 0.0201532 0.0191158 0.0178574 0.0167604 0.0146499 0.0105754 0.00383601 0.0025897 0.00673936 0.00516144 0.00325075 0.00407457 0.00274155 0.00211047
internal_count=3121 2686 2599 2540 2408 2345 2078 1890 1496 1412 394 326 220 188 133 267
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=11
num_cat=0
split_feature=4 12 4 151 12 2 52 13 2 3
split_gain=7.55729e-05 0.000165296 0.000130863 0.000125107 0.000122861 9.16141e-05 9.54076e-05 0.000179075 0.000133025 0.000104592
threshold=0.24564500000000003 0.098810000000000023 0.09173000000000002 -0.00099499999999999979 0.092465000000000006 0.11448000000000001 1.0000000180025095e-35 -0.033284999999999988 0.086950000000000013 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 7 -1 -8 -9
right_child=3 -3 -4 4 -6 -7 8 9 -10 -11
leaf_value=-0.0027699616444008175 -0.0010768521398459672 -0.0024193505694421382 -0.0022696035366895711 0.0030827508625944321 0.00023619751158543878 0.0019253060271208018 0.0028456119216048901 0.0013691763655390378 -0.00027512789862590796 -0.0010459553377748702
leaf_weight=0.0013619515730009949 0.0012663370078618286 0.0015937956145251351 0.0011060035761701901 0.0014041288016933195 0.001616855072362311 0.0014383969075234537 0.001165254498383006 0.0018856436790766614 0.0016155760772989039 0.001681019918803206
leaf_count=691 98 404 97 251 77 142 472 403 364 122
internal_value=0 -0.000310143 1.76997e-05 0.000780632 0.00155925 0.000294242 -1.00752e-05 -0.000598352 0.00103256 0.00023089
internal_weight=0 0.0118476 0.0102538 0.00428732 0.00302098 0.00914784 0.00770945 0.00492862 0.00278083 0.00356666
internal_count=3121 2695 2291 426 328 2194 2052 1216 836 525
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=18
num_cat=0
split_feature=1213 124 133 132 42 47 43 4 13 1 2 160 49 2 457 15 47
split_gain=0.000344928 0.000240675 0.000219814 0.000218485 0.000306479 0.000230184 0.000323876 0.000373124 0.000365886 0.000173664 0.000163367 0.000175888 0.000186109 0.000167758 0.000155784 0.00040454 0.000145122
threshold=-1.0000000180025095e-35 0.10281000000000001 0.10622000000000002 0.081240000000000021 -0.088934999999999986 0.086380000000000012 -0.20207499999999998 -0.35136499999999998 -0.117405 0.12958500000000003 0.116525 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089320000000000024 0.091015000000000013 -0.094549999999999981 0.10621500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 16 11 13 14 -10 15 -13 -7
right_child=1 -3 -4 -5 5 9 7 8 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00099711935394006419 -0.00087955106147590933 0.00078559881863131127 -0.00078544845597377784 0.00071121481427034164 0.00096314227541327178 -0.00022083580983804941 -0.00073060094429294948 0.00093091315282176892 6.1287483665549791e-06 0.00026146421869246576 0.00062000284669295384 0.00028751531928894366 0.0005391701120884498 -0.00099755321015100032 0.00036020041839382011 -0.0012318913936394677 -0.0010157469218071613
leaf_weight=0.0010296789679095633 0.0011724353294950965 0.001219727164678496 0.0010525999085647655 0.0013350611034417805 0.0013403688244961734 0.001668248583217651 0.001568724487266855 0.0016543678447939998 0.0010001617767452387 0.0010995371395944968 0.0012392331693894393 0.0011317919255375841 0.0019005046768876205 0.0010193597351824263 0.001192243115132996 0.001001081843399366 0.0011949234291055988
leaf_count=491 188 39 369 190 50 142 163 148 282 40 122 26 435 126 55 133 122
internal_value=0 3.41406e-05 -1.04167e-05 3.13804e-05 -1.85355e-05 4.08091e-05 0.000152427 5.96097e-05 0.000181876 -0.000326711 3.58208e-05 -6.40996e-05 0.000104547 -0.000500483 -0.000143866 -0.000425631 -0.000552586
internal_weight=0 0.0217904 0.0205706 0.019518 0.018183 0.0170105 0.0130478 0.0117075 0.0101387 0.00396271 0.00848438 0.00724514 0.00522562 0.00201952 0.00332512 0.00213287 0.00286317
internal_count=3121 2630 2591 2222 2032 1844 1540 1490 1327 304 1179 1057 649 408 214 159 264
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=18
num_cat=0
split_feature=133 44 3 50 48 14 3 4 16 0 0 150 0 43 0 1 0
split_gain=0.000349485 0.000281023 0.000423065 0.000267285 0.000247536 0.000279769 0.000264699 0.000282359 0.000282811 0.000356114 0.000289732 0.000249937 0.000249511 0.00033201 0.000181468 0.000150748 0.000131896
threshold=0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.083640000000000006 0.11951500000000001 0.076175000000000007 -0.15121499999999996 0.40473500000000007 -0.40995499999999996 -0.10607499999999999 -0.084044999999999995 0.087380000000000013 -0.053834999999999994 0.070450000000000013 -0.019414999999999998 0.089770000000000016 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 16 8 -8 11 -11 15 -12 14 -14 -10 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 12 -13 13 -15 -16 -17 -18
leaf_value=0.0010546747217799655 -0.00089017141166635794 -0.00079871253730620716 0.0009147398356550389 -0.00066923745892905116 -0.0006813905372540759 -0.00071641685377206346 -0.00077390109514819511 0.00082053987188216229 0.00031032248066470761 -0.00091586554921635943 0.00055119447703501833 -0.00014418822219575459 -0.00099091770159308681 0.00046040924151262338 -0.00016990043686409179 0.0010655620195283884 0.0002841733055190374
leaf_weight=0.0011947626305372971 0.00116434833582437 0.0010445175843454271 0.0014939960989533976 0.0014485344898073202 0.0011276658405954256 0.0010302613245698469 0.0011467652207076623 0.0012496165800371774 0.0012797255781788986 0.0011004185634414547 0.0016149235213640629 0.0012668952590786375 0.0012420391704786038 0.0013842891811002289 0.0017398079791129109 0.0016020925906925498 0.0011974632549218711
leaf_count=60 435 59 136 436 57 69 104 155 41 562 593 40 89 29 101 71 84
internal_value=0 3.20154e-05 7.31016e-05 9.03086e-06 6.30832e-05 0.000112325 0.000165626 7.72572e-05 2.21304e-06 8.14655e-05 -0.000142161 0.000463176 1.8788e-07 -0.000203616 -0.000511882 0.000730184 0.000668989
internal_weight=0 0.0221638 0.0211193 0.0196253 0.0181767 0.0170491 0.0160188 0.0136266 0.012377 0.0112302 0.00708148 0.00414871 0.00598106 0.00436614 0.00298185 0.00288182 0.00239223
internal_count=3121 2686 2627 2491 2055 1998 1929 1785 1630 1526 1374 152 812 219 190 112 144
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=19
num_cat=0
split_feature=133 1213 0 457 45 13 0 160 474 2 1 4 2 4 16 47 0 13
split_gain=0.000394811 0.000284025 0.000287587 0.000401645 0.000260679 0.000261433 0.000303977 0.000258657 0.000332598 0.000258099 0.000296932 0.000276305 0.000254423 0.000390599 0.0002031 0.000106024 9.3978e-05 6.90841e-05
threshold=0.10622000000000002 -1.0000000180025095e-35 -0.019414999999999998 -0.0029299999999999994 0.081955000000000014 -0.11122999999999998 -0.053834999999999994 -1.0000000180025095e-35 0.082665000000000002 0.113445 0.094385000000000011 -0.0016099999999999997 0.11093500000000002 -0.49405499999999997 -0.008069999999999999 0.093140000000000014 -0.11756999999999999 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 16 7 8 -7 10 11 -9 13 -4 -15 -12 -5 -16
right_child=-2 2 12 4 -6 6 -8 9 -10 -11 15 -13 -14 14 17 -17 -18 -19
leaf_value=-0.00072523381418306443 -0.00081298359039495469 -0.00075962914197701603 -0.00057602702678604897 0.0002640575384454757 -0.00069576123429115173 -0.00079684908774980804 -0.00064752368759619049 0.00049379681165105541 0.00030531242088249419 -0.00039947511140046789 0.00093834055971951256 -0.00045989300457315957 0.00097436109423802545 6.2356630219369188e-05 0.00044170362447684827 0.00037514046156976054 0.00087319070870701769 0.00097829837742753134
leaf_weight=0.001066327341311484 0.0013166989570907025 0.0015769512456067511 0.0011486456186902139 0.0011955564595922397 0.0010099089999702224 0.0014066535532961701 0.0014252819308496053 0.0013219268214747859 0.0010604241721263175 0.0011635527427279295 0.0016767500434158311 0.0013620971443199749 0.0011053712605635369 0.0019845403166009051 0.001008968113227704 0.0013185967131379428 0.0010510053033911939 0.0011157358646914943
leaf_count=429 435 235 120 109 54 363 102 399 138 110 141 166 70 61 19 42 78 50
internal_value=0 2.37136e-05 6.01272e-05 -4.86622e-05 3.14678e-05 8.80418e-05 -8.42812e-06 8.9412e-05 -0.000323107 0.000238137 0.000368767 9.81523e-06 0.000326298 0.000190055 0.000404195 0.000690411 0.000549027 0.000723483
internal_weight=0 0.0229983 0.021932 0.0155687 0.0139918 0.0129818 0.0107353 0.00931 0.00246708 0.00684292 0.00567937 0.00268402 0.00636326 0.00525789 0.00410924 0.00299535 0.00224656 0.0021247
internal_count=3121 2686 2257 1937 1702 1648 1461 1359 501 858 748 565 320 250 130 183 187 69
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=17
num_cat=0
split_feature=133 133 132 4 160 14 159 133 457 151 0 150 13 2 15 0
split_gain=0.000356231 0.000274721 0.000224419 0.000199415 0.000239824 0.000205476 0.000214067 0.000294086 0.000252456 0.000383544 0.000145041 0.000175412 0.000166414 0.000351309 0.000106497 0.000227593
threshold=0.10622000000000002 0.091410000000000005 0.081240000000000021 0.50822500000000004 -0.22361499999999998 -0.10708499999999999 0.091530000000000014 -0.0061299999999999992 -0.0029299999999999994 0.032230000000000009 0.030935000000000004 0.085825000000000012 -0.10664 0.086950000000000013 -0.016799999999999995 -0.10011499999999998
decision_type=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 -7 -9 10 11 12 -10 14 15 -14
right_child=-2 -3 -4 -5 5 6 -8 8 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00083502195593805639 -0.00088020528291581654 0.0008214546340006907 0.00061448143963436987 0.0006377762200822332 -0.00071989247982481733 -0.00064622050432229126 -0.00069670762468554903 -0.00054048813872753889 0.00084202968889277507 -0.00050800858688773145 -7.3091504801240436e-05 0.00088549136635698627 0.00067494111828896096 -0.0005054675836826415 0.0007146487162659513 -0.00035193979119362359
leaf_weight=0.0010468240745891413 0.0011445346106747694 0.0011062531308133157 0.0014220484551932247 0.0010362634833118991 0.0010805988187883022 0.0013974960190376732 0.0010488243200168978 0.001310650945229073 0.0011911284077487068 0.0016847639128849687 0.0019620441636654115 0.0016339853856734976 0.0011780778342016518 0.0014332227906848419 0.0017874710768459364 0.0010617216396593661
leaf_count=215 435 168 219 113 45 646 185 162 60 78 123 119 20 249 159 125
internal_value=0 4.0887e-05 -1.70237e-06 -4.81798e-05 -8.80765e-05 -4.14503e-05 5.27705e-06 5.5566e-05 0.000129623 0.000203228 0.000320159 0.000413281 0.000297281 0.000178452 0.000421845 0.000188174
internal_weight=0 0.0213814 0.0202751 0.0188531 0.0178168 0.01677 0.0156894 0.0146406 0.0132431 0.0119324 0.0102477 0.00828561 0.00665162 0.00546049 0.00402727 0.0022398
internal_count=3121 2686 2518 2299 2186 1971 1926 1741 1095 933 855 732 613 553 304 145
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=18
num_cat=0
split_feature=1213 133 3 48 50 132 52 4 52 2 52 52 0 47 52 0 16
split_gain=0.000309943 0.000220425 0.000201553 0.000294104 0.000237995 0.000241441 0.000197307 0.000403759 0.00021334 0.000174556 0.000221343 0.000186517 0.00014648 0.000194038 0.000245331 0.000184219 0.000138463
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.079970000000000013 -0.088204999999999992 0.09173000000000002 -0.078224999999999975 0.11548000000000001 0.11434500000000002 0.096795000000000006 0.041630000000000007 0.092710000000000015 -0.0064899999999999992 -0.10607499999999999 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 10 11 12 13 14 -10 -16 -17
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 15 16 -18
leaf_value=-0.00094139581895227224 -0.0010064079166581209 -0.00076263959919233536 0.00065064577755897612 -0.00079327164721624264 -0.00061406901911081955 0.00089334062123490961 0.0008912789668278088 0.00040528559233866078 -0.00026366305390280591 0.00071018496844919214 -0.00061240196898801271 0.00082908871025945885 -0.00056183089776088205 -0.00047418479849051654 0.0010495691060150552 -0.00020704002081052252 0.0006866709478725192
leaf_weight=0.0010454214410599008 0.0013662670390828949 0.0010139663092008843 0.0016594627326006464 0.0012645537627609107 0.0013920036394521043 0.0011833750060299677 0.0011187149832373412 0.0011157537591797162 0.0016825826693401252 0.001238977287970215 0.001446843261478232 0.001003808270800377 0.0010847193273519906 0.0012885768007278864 0.0013483739207522643 0.0010865524131274448 0.0010178083027585546
leaf_count=491 420 373 149 64 379 145 94 29 181 115 160 52 32 92 76 172 97
internal_value=0 2.96117e-05 6.91871e-05 1.74186e-05 7.64229e-05 0.000136562 7.60476e-05 -0.000371803 0.000166295 9.38686e-05 1.71961e-05 0.000124208 2.99741e-05 0.000129905 0.000281485 0.000547146 0.000225218
internal_weight=0 0.0213123 0.0202984 0.0186389 0.0173744 0.0159824 0.014799 0.00248202 0.012317 0.0111982 0.00995926 0.00851242 0.00750861 0.00642389 0.00513532 0.00345273 0.00210436
internal_count=3121 2630 2257 2108 2044 1665 1520 449 1071 977 862 702 650 618 526 345 269
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=12
num_cat=0
split_feature=124 133 3 16 13 157 160 16 4 1 16
split_gain=9.92519e-05 0.000198708 0.000123617 9.86547e-05 0.000196551 9.64146e-05 0.000170916 0.000156783 0.000167476 0.000195376 0.000160936
threshold=0.0049200000000000008 0.099660000000000012 -0.20241999999999996 0.26676500000000009 -0.23438999999999996 -0.08107499999999998 -1.0000000180025095e-35 -0.056919999999999991 -0.0024449999999999997 0.094385000000000011 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 -8 -10 -11
right_child=-2 -3 3 -5 5 6 7 -9 9 10 -12
leaf_value=0.0021579164857619317 0.0022092458202495648 -0.0033119556973923879 0.0028144678092648515 -0.0021303398395095719 0.0018270353076421737 -0.0025679379094768378 0.0026559613940665876 -0.0018371200904051469 -0.0027740232739951521 -0.0008058434580282426 0.0024510211746376783
leaf_weight=0.0013546899973211355 0.0010037947588304721 0.0010079814655843582 0.0012278702397129386 0.0012418644358111195 0.0010511768620806742 0.0017668820691625732 0.0015073328188539058 0.0019704168710845378 0.0011459448824512886 0.001713408929150612 0.0015505934661260365
leaf_count=136 72 470 144 243 258 527 582 350 144 84 111
internal_value=0 -0.000167146 5.10149e-05 -0.000165615 3.88432e-05 -0.0002795 -0.000508857 -4.76127e-05 0.000548282 -0.000172129 0.000741359
internal_weight=0 0.0155382 0.0145302 0.0131755 0.0119336 0.0107058 0.00965458 0.0078877 0.00591728 0.00440995 0.003264
internal_count=3121 3049 2579 2443 2200 2056 1798 1271 921 339 195
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=18
num_cat=0
split_feature=1213 38 124 484 43 3 48 42 4 0 2 0 43 43 12 49 16
split_gain=0.000399482 0.000273849 0.000340256 0.00028463 0.000233995 0.000300636 0.000249657 0.000266088 0.000219124 0.000220553 0.000280056 0.000256626 0.000265626 0.000248207 0.000236559 0.000191645 0.000291789
threshold=-1.0000000180025095e-35 0.084835000000000008 -0.043384999999999993 -0.0068949999999999992 0.24789500000000006 0.16158000000000003 0.12737000000000001 -0.11051499999999999 0.42051500000000003 -0.10607499999999999 0.083215000000000011 -0.059114999999999994 -0.074359999999999996 0.070450000000000013 0.084100000000000022 -0.069799999999999987 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 -9 14 -13 -14 -11 -12 -17
right_child=1 -3 3 4 -6 -7 -8 8 -10 11 15 12 13 -15 -16 16 -18
leaf_value=-0.00096861918776822219 0.00075532869589226578 -0.0007886613563415541 -0.00067645884589526844 -0.00059264786915196315 -0.00065052641612266368 0.00094157705557176429 -0.00067443601107655942 0.00093616659389245344 0.00088177958088519603 4.1141665101618933e-05 -0.00033149523329905624 0.00063177766440602513 -0.00052223343105738552 0.00035561923753991954 -0.00098467583268672205 -0.00011281458793793462 0.0010548639163208556
leaf_weight=0.0010834247516725145 0.0017224009881927722 0.0010069683210485172 0.0014486467321194454 0.0012752319949318894 0.0011139337006346719 0.001056328610423706 0.0011267388291130711 0.0015816518348969978 0.0010495350642066867 0.0010983214464044223 0.0014377864740199309 0.0018369432210487702 0.0018583138212754455 0.0015109095171599307 0.0012364159962802157 0.0012098333757526447 0.0010209733697914558
leaf_count=491 228 55 469 98 151 107 51 36 90 90 58 76 166 33 795 74 53
internal_value=0 3.12643e-05 6.95167e-05 1.00429e-05 6.40538e-05 0.000110068 5.59912e-05 0.000110437 0.000175217 0.000117242 0.000370377 -5.89992e-05 0.000139714 -0.000128565 -0.000502105 0.000126447 0.000421597
internal_weight=0 0.0225909 0.021584 0.0198616 0.0184129 0.017299 0.0162427 0.0151159 0.0138407 0.0127911 0.00525025 0.0075409 0.00520617 0.00336922 0.00233474 0.00366859 0.00223081
internal_count=3121 2630 2575 2347 1878 1727 1620 1569 1471 1381 221 1160 275 199 885 185 127
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=17
num_cat=0
split_feature=1213 133 133 132 50 159 42 15 12 457 2 0 52 12 47 13
split_gain=0.000352381 0.000245281 0.000235958 0.00024925 0.000174915 0.000244957 0.000184932 0.000186301 0.000161135 0.000150898 0.000213889 0.000272458 0.000297975 0.000129678 0.000201252 0.000436558
threshold=-1.0000000180025095e-35 0.10622000000000002 0.091410000000000005 0.081240000000000021 0.10647500000000001 -0.026354999999999996 0.090310000000000015 -0.24436499999999997 0.092355000000000007 -0.0029299999999999994 0.11263500000000001 -0.13027499999999997 -1.0000000180025095e-35 -0.029094999999999999 0.092165000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 -9 11 12 -11 -13 15 -15
right_child=1 -3 -4 -5 -6 6 8 9 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.0010152829779942944 0.00070794695447149228 -0.00079128969979364396 0.00090242300433269204 0.00083733153936589632 -0.00067072680971475007 0.00040865362556154487 0.0008753466236670576 -0.00084160882272904199 -1.5666985454782167e-05 -7.700822327135887e-07 -0.00071118237365384016 -0.00078247368613420208 0.00121494130268958 0.00034490231596581917 0.00045355057178732348 -0.0010835051182818865
leaf_weight=0.0010033365217269738 0.0016173924337159395 0.0010119048963651142 0.0011054636205946348 0.001213089163019764 0.0011303336192302052 0.0018683202833165531 0.0012394133290605973 0.0010410837289521616 0.001323956907825441 0.0017361342150785664 0.0016513932709227011 0.0011213674759298336 0.0010033856258759837 0.0013263956424640049 0.0013715680156916599 0.0013737660017385158
leaf_count=491 166 373 166 181 217 107 130 137 112 83 138 84 63 155 60 458
internal_value=0 6.1884e-05 0.000104787 5.84212e-05 5.35104e-06 5.1182e-05 -1.93674e-05 -0.00010852 0.000415146 -0.00019946 -0.000129705 -8.65452e-06 0.0004445 -0.000247708 -0.000100432 -0.000381831
internal_weight=0 0.021135 0.0201231 0.0190176 0.0178045 0.0166742 0.0150568 0.0124934 0.00256337 0.0106251 0.00958401 0.00793262 0.00273952 0.0051931 0.00407173 0.00270016
internal_count=3121 2630 2257 2091 1910 1693 1527 1285 242 1178 1041 903 146 757 673 613
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=14
num_cat=0
split_feature=14 3 43 43 12 13 43 14 49 0 16 3 43
split_gain=9.69244e-05 8.76798e-05 0.000181121 0.000195371 0.000130883 0.00024345 0.000227331 0.000102195 0.000111034 0.00013423 0.00013549 9.93086e-05 7.03186e-05
threshold=0.062655000000000016 -0.10023499999999998 0.084740000000000024 -0.092909999999999979 0.051320000000000005 -0.084034999999999985 -0.043144999999999996 -1.0000000180025095e-35 -0.069799999999999987 -0.13027499999999997 -0.094359999999999986 0.10732000000000001 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 6 11 -3 -8 -9 10 -10 -6 -1
right_child=-2 4 -4 -5 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=0.0019931408403906468 -0.0025953340400944832 0.0032925154877779189 -0.0019898052992875764 0.0043394512576545394 -0.0016480549244518171 -0.0046319043389436969 -0.0028101613177486644 -0.0022765730343138196 5.6292686783080705e-05 -0.0011985196485311161 0.0043654250428555334 0.0019328566364773541 -0.0011227799941750326
leaf_weight=0.0010039410129177584 0.0010134712437236395 0.0015499348854492827 0.0010728934359605091 0.0015476199795785286 0.001206134710710606 0.0012769445688381939 0.001065979734193423 0.0010767524324588607 0.0010720431605594216 0.0013997798375330901 0.0010775089394887694 0.0010820731730909472 0.0011380647141940869
leaf_count=79 104 257 45 178 582 1303 87 69 88 171 50 29 79
internal_value=0 0.000143611 0.00111373 0.0020162 -0.000283904 -0.00162994 0.000378731 -0.000414685 0.0001373 0.000869592 0.00221634 4.53263e-05 0.000337627
internal_weight=0 0.0155697 0.00476252 0.00368963 0.0108072 0.00356515 0.007242 0.00569206 0.00462608 0.00354933 0.00214955 0.00228821 0.00214201
internal_count=3121 3017 381 336 2636 1914 722 465 378 309 138 611 158
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=19
num_cat=0
split_feature=124 123 133 484 39 1213 160 1 12 457 0 48 51 52 0 13 3 49
split_gain=0.000426736 0.000448785 0.000494224 0.00046301 0.000349041 0.000309547 0.000331934 0.000303127 0.000411729 0.00031697 0.000464226 0.00030227 0.000459611 0.000234031 0.000404619 0.000263676 0.000215611 0.000185705
threshold=0.10281000000000001 0.088610000000000008 0.10622000000000002 -0.0068949999999999992 0.089535000000000017 -1.0000000180025095e-35 0.10908000000000002 0.13686500000000004 0.11650500000000001 -0.0029299999999999994 -0.10607499999999999 0.092205000000000023 -0.025879999999999997 0.11434500000000002 -0.084044999999999995 -0.084034999999999985 -0.12018999999999998 -1.0000000180025095e-35
decision_type=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 -7 11 12 -11 14 -12 -16 -17 -14
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 13 -13 17 -15 15 16 -18 -19
leaf_value=-0.00091787415186645968 0.0009451176908314336 0.0010284532529489865 -0.0011924268424239781 -0.00081793015067652478 -0.00076767850029848747 -0.00056280844494189391 -0.00080227460466707646 0.001041758907973008 -0.00084718722432161576 -9.8303188526016112e-05 -0.00067840737986447311 -6.4206527508044095e-06 0.0016048366353519216 -0.00066100870660491806 0.00095079697393821443 0.00057325804007459305 -0.00029420736867364109 0.00080419464417258479
leaf_weight=0.0016186643540738377 0.001233251808292978 0.001008752791922112 0.0011276352098174422 0.0010308815892330616 0.0014899831083188811 0.0013868368214557955 0.0010188394001063297 0.0010737875252556641 0.0011371008690744108 0.0010706471594599254 0.0013408567834998289 0.0015530415778375328 0.0014755945678492921 0.0012561593847358887 0.0014721972481728171 0.0014607884195996165 0.0017805989437215952 0.0018023335643914049
leaf_count=431 39 121 410 406 120 135 46 79 42 49 283 61 68 199 76 118 369 69
internal_value=0 -6.41749e-05 -0.000111897 -5.64335e-05 1.20877e-05 7.36921e-05 0.000125247 0.000181463 0.000122759 0.000198307 0.000278199 0.000627336 0.000853674 -3.64886e-06 0.000132738 0.000363482 9.67312e-05 0.00116461
internal_weight=0 0.0241047 0.0230959 0.0219683 0.0203496 0.0188597 0.0178288 0.0168099 0.0157362 0.0145991 0.0132122 0.00590162 0.00434858 0.0073106 0.00605444 0.00471358 0.00324139 0.00327793
internal_count=3121 3082 2961 2551 2120 2000 1594 1548 1469 1427 1292 247 186 1045 846 563 487 137
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=13
num_cat=0
split_feature=14 484 124 160 151 4 52 49 2 52 0 1
split_gain=7.98433e-05 8.01018e-05 8.98585e-05 0.000129036 0.00014267 0.000236241 0.00013843 0.000185938 0.000186286 0.000263665 0.000104315 9.88269e-05
threshold=0.062655000000000016 0.084040000000000017 -0.043384999999999993 -1.0000000180025095e-35 -0.084129999999999996 0.181285 0.10744000000000002 -0.047584999999999995 0.10097500000000002 0.077655000000000016 -0.057069999999999989 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 9 10 -9 -7
right_child=-2 -3 3 4 5 11 -8 8 -10 -11 -12 -13
leaf_value=0.0016569546551333872 -0.0018600501529982194 0.0015234038694477339 -0.0019628612076382224 -0.0022644217545066529 0.0012587886114559324 0.00068199885905900228 0.0016254805013997157 -0.0035298451502323086 -0.0038360961561406419 0.0019646839592498914 -0.00050810402705221322 0.0033389117832375408
leaf_weight=0.0012632681039807187 0.0010110840190001849 0.0016261704198315208 0.0017124575114757521 0.0011101109326724931 0.0015236575808190728 0.0012370853928947989 0.0013492686926286912 0.0010906026513641141 0.0011414518811046943 0.0011385987270519163 0.0010052776004121347 0.0013304003457376562
leaf_count=230 104 356 571 141 115 90 147 517 238 427 59 126
internal_value=0 0.000102406 -6.38117e-05 -0.000235803 3.48711e-05 0.000294894 -0.000329846 -0.00077704 -0.0014859 -0.000656507 -0.00208048 0.00205874
internal_weight=0 0.0155283 0.0139022 0.0126389 0.0109265 0.00981634 0.00724886 0.00589959 0.00437593 0.00323448 0.00209588 0.00256749
internal_count=3121 3017 2661 2431 1860 1719 1503 1356 1241 1003 576 216
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=19
num_cat=0
split_feature=52 124 133 50 48 4 147 1 159 3 457 12 12 13 42 16 0 2
split_gain=0.000293206 0.00034563 0.000224076 0.000257741 0.000260761 0.000317943 0.000306136 0.000301343 0.00026614 0.000191416 0.000272284 0.000217695 0.000213675 0.000225135 0.000142847 0.000143917 0.000108295 8.86043e-05
threshold=-0.40306999999999998 0.10281000000000001 0.10622000000000002 0.11392500000000001 0.12879500000000002 0.36766000000000004 0.099730000000000027 0.111945 0.091530000000000014 0.10732000000000001 -0.0029299999999999994 0.09334000000000002 0.090455000000000021 -0.084154999999999994 -0.0060199999999999993 -0.056919999999999991 -0.18113999999999997 0.11263500000000001
decision_type=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 9 10 -2 12 13 -12 -15 16 -16 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 17 11 -13 -14 14 15 -17 -18 -19
leaf_value=-0.00082775273862265952 -0.00089004168621112769 0.00098482722332687801 -0.0008112673377411256 -0.00081565995308688799 -0.00077822425875436092 0.00040930156220936157 -0.00023008977309734127 0.0016384082644529717 -0.000826739514910027 0.00085808941826699507 -0.00061076201420911668 -0.00052815147299625819 0.00080499169145935344 -0.00027297823402877043 0.0002933026249334669 1.2726218898737952e-05 0.0010802613400772547 0.00017760077060876656
leaf_weight=0.0013022979023858882 0.0010173146753491022 0.0010760565378092881 0.0010491405893520147 0.0010716815765709478 0.0010549204126952807 0.0014952183455143589 0.0010066724300337171 0.0010153135061639826 0.0010994948132703819 0.0011624741608642361 0.0012764679723880051 0.0016024240346571303 0.0013552242763642253 0.0014061048279006734 0.0010749853394145248 0.0018075244556752228 0.0010458273740842627 0.0011577624301080114
leaf_count=324 145 35 408 173 40 64 20 185 230 30 393 245 138 333 28 224 67 39
internal_value=0 2.27459e-05 -2.72698e-05 1.45901e-05 6.24842e-05 0.000113097 0.000581106 0.000906379 -4.43313e-06 6.56206e-05 -3.36504e-05 5.73998e-05 0.000175186 4.60771e-05 0.000203251 0.000373712 0.000681372 0.000518536
internal_weight=0 0.0217746 0.0206986 0.0196494 0.0185777 0.0175228 0.0035172 0.00251053 0.0140056 0.0129061 0.0105859 0.00956856 0.00796613 0.00661091 0.00533444 0.00392834 0.00212081 0.00232024
internal_count=3121 2797 2762 2354 2181 2141 269 249 1872 1642 1573 1428 1183 1045 652 319 95 69
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=13
num_cat=0
split_feature=2 3 484 4 16 52 133 150 0 0 47 15
split_gain=7.23234e-05 0.000215124 0.000111273 0.000142021 0.000125657 9.21556e-05 0.000176311 0.000106141 0.000110574 0.000197403 0.000104949 0.000154607
threshold=-1.0000000180025095e-35 -0.13309499999999996 -0.0068949999999999992 0.27287000000000006 -0.36241499999999999 0.10744000000000002 0.084990000000000024 0.086615000000000011 -0.053834999999999994 0.051010000000000007 0.083875000000000019 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 8 10 -10 11 -6
right_child=2 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00092266921122073566 -0.0025408233039007776 0.0037079731587349942 -0.0026413879504670933 0.0019321193150392741 0.003593173383691479 0.0014040786492324553 -0.0031448738999879425 -0.0017458828736164364 -0.0027505116198760673 0.0015963681245791054 -0.0006470975316102426 -9.3490777239379659e-06
leaf_weight=0.0011584756928897377 0.0010188975071502545 0.0010052628832285517 0.0011301967618983126 0.0017237434133738705 0.0014710143360118179 0.0018674808638510657 0.0010891675606691451 0.0014824422524263858 0.001269049738766845 0.0010037925745010057 0.0011279534916347062 0.0011300786060390033
leaf_count=44 498 155 109 243 224 365 477 138 102 105 109 552
internal_value=0 0.00122871 -0.00020805 -2.92706e-05 -0.000321456 -7.03325e-05 -0.000391489 9.20113e-06 0.0004427 -0.000830728 0.00121885 0.00202801
internal_weight=0 0.00216374 0.0143138 0.0132949 0.0115712 0.010441 0.0085735 0.00748433 0.00600189 0.00227284 0.00372905 0.00260109
internal_count=3121 199 2922 2424 2181 2072 1707 1230 1092 207 885 776
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=20
num_cat=0
split_feature=1213 2 1374 457 11 160 43 13 15 4 2 2 43 52 1 2 13 15 42
split_gain=0.000318838 0.00033192 0.000275749 0.000492541 0.000429798 0.000260025 0.000298291 0.00029054 0.000517798 0.000420219 0.00028609 0.000316283 0.000264337 0.000197217 0.000412925 0.000239363 0.000181485 0.000119876 8.448e-05
threshold=-1.0000000180025095e-35 0.14753000000000002 -0.094929999999999987 0.091015000000000013 0.088215000000000002 -0.22361499999999998 -0.043144999999999996 -0.117405 1.0000000180025095e-35 -0.17966999999999997 0.096540000000000015 0.084055000000000005 -0.09225499999999999 1.0000000180025095e-35 0.11061500000000002 0.099185000000000009 -0.42195999999999995 -0.094549999999999981 0.088915000000000008
decision_type=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 5 -4 10 9 13 -8 11 12 -7 14 15 17 -11 -9 -12
right_child=1 -3 3 -5 -6 6 7 8 -10 16 18 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00085272443907138593 -0.0008766922111487699 0.00082171833376220714 -0.0006956246746490951 0.0010268216398834282 -0.00093946375189211582 -0.00010910976654879528 -0.00037557989592695775 0.00018150496403709766 -0.0011864961305000938 0.00028173726911793709 0.0011751059589124849 -0.00058378154039016232 0.00082487900130148164 0.00060318928596826867 -0.00083055802689230686 0.00078322277851082436 0.0012147130372007682 -0.00053970505199033708 0.00050809132881903549
leaf_weight=0.0012460655483614155 0.001033460092354054 0.0013501711861826906 0.0013620440702505057 0.0012538692065376935 0.001427568455059757 0.001618406175853071 0.0016449031552383531 0.0013988344364981309 0.0014472673301237429 0.0012201252937444895 0.0010899377603548199 0.001322441741030661 0.0017843119117809088 0.0010002717377637915 0.0019297586972397696 0.0010896988332910473 0.0011198664297422658 0.0011984430849671553 0.0010384659133055307
leaf_count=491 54 138 276 95 103 83 23 63 413 48 145 388 255 84 57 98 76 108 123
internal_value=0 1.43794e-05 -3.10777e-05 7.00737e-06 -5.19403e-05 1.0582e-05 6.1468e-05 -9.70818e-05 -0.000279757 0.000272599 0.000340213 0.000110735 0.000380654 -8.14351e-05 -0.000203358 0.000124917 0.000728238 -0.000151278 0.000849664
internal_weight=0 0.0253298 0.0239797 0.0229462 0.0216923 0.0202648 0.0189027 0.0120492 0.00806427 0.00398489 0.00685356 0.00472516 0.00340272 0.00661701 0.00561674 0.00368698 0.00233999 0.00259728 0.0021284
internal_count=3121 2630 2492 2438 2343 2240 1964 970 823 147 994 726 338 410 326 269 124 171 268
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=13
num_cat=0
split_feature=50 159 15 457 150 43 43 0 43 2 12 16
split_gain=6.83472e-05 0.000163391 0.000118518 0.000137025 0.000155565 0.000218009 0.000182563 0.000183066 0.000157 0.000121315 0.000106706 7.69774e-05
threshold=0.10647500000000001 -0.026354999999999996 -0.24436499999999997 -0.0029299999999999994 0.081835000000000019 -0.074359999999999996 0.05259500000000001 -0.10151999999999999 -0.090869999999999992 0.090675000000000019 0.051320000000000005 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 -7 10 -6 -5 -8
right_child=-2 2 3 4 9 6 11 -9 -10 -11 -12 -13
leaf_value=0.0027077856652680003 -0.0018639778760495597 0.001817207418313401 -0.002931111555554288 0.0014995577863021049 -0.00034189306316810954 -0.0011063022613483672 -0.0012256707524221986 -0.0046002371418518489 0.003204307418389877 0.0028018237726088763 -0.0014215531076595836 0.0016387231909428699
leaf_weight=0.0011908657540060973 0.0010114492204156477 0.0015197275169883543 0.0010131481583243182 0.0011864607137201943 0.0011698320363515155 0.0018773846736262504 0.0010130519864780391 0.0014077879328311619 0.0010295359890572812 0.0015067429503864971 0.0015438545674577517 0.0010003475846947982
leaf_count=270 333 213 184 38 159 150 217 775 271 157 291 63
internal_value=0 0.000101318 -0.000116231 -0.000346719 -0.000123594 -0.000582005 -0.00153919 -0.00260355 0.000766904 0.00142782 -0.000152182 0.000197489
internal_weight=0 0.0154587 0.0142679 0.0127481 0.011735 0.00905842 0.00529857 0.00328517 0.00375985 0.00267657 0.00273032 0.0020134
internal_count=3121 2788 2518 2305 2121 1805 1205 925 600 316 329 280
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=19
num_cat=0
split_feature=1213 133 3 48 51 132 52 4 52 2 52 160 52 42 15 42 3 15
split_gain=0.000293481 0.000216915 0.000290509 0.000330153 0.000263572 0.000259406 0.000213964 0.000429624 0.000339969 0.000240421 0.000269482 0.000198778 0.000198457 0.000154653 0.000318284 0.000256867 0.000156941 0.000125553
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.08955500000000001 0.079970000000000013 -0.088204999999999992 0.09173000000000002 -0.077024999999999996 0.11548000000000001 0.11434500000000002 0.032695000000000009 0.096795000000000006 -1.0000000180025095e-35 0.050935000000000008 1.0000000180025095e-35 0.083060000000000009 -0.10203999999999998
decision_type=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 7 -2 -8 10 12 -6 13 -10 15 16 17 -15
right_child=1 -3 -4 -5 11 -7 8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00081719649357945537 -0.00093977836984728859 -0.00068269738494600824 0.00069241343127879546 -0.00073339496716116458 -0.00081624060645851045 0.00086624622025362294 0.0010392928548292445 0.00038553915409380885 -0.00056006199880513261 0.00077155903512395811 -0.00068236320006570636 0.00012215301804257238 0.00074446618826833782 3.8129975692194905e-05 0.00094533355291180621 -0.00065184733009307114 -0.00021166631192440018 0.00080047544091397095
leaf_weight=0.0010748140636691458 0.0013730997401432002 0.0010163737912338216 0.001820564681695668 0.0013952755964865551 0.0013789981876270582 0.0012213402354395711 0.001093796338792803 0.0011739015356126425 0.0010227293631067417 0.0012188778684839368 0.0012532613939411361 0.0010131724670918163 0.0011296483629186227 0.001055761717185924 0.0010019974332604598 0.0013394163687532462 0.001650932315811815 0.0011878501591442549
leaf_count=491 434 373 149 64 192 146 88 30 245 111 192 69 51 32 67 274 58 55
internal_value=0 4.33056e-05 7.78986e-05 2.05557e-05 7.86281e-05 0.00015431 9.43491e-05 -0.000328945 0.000184537 9.84516e-05 1.33582e-05 -0.000418796 0.000117303 1.96991e-05 0.000114783 -4.4219e-05 0.000164757 0.000441744
internal_weight=0 0.022347 0.0213306 0.0195101 0.0181148 0.0157226 0.0145013 0.002547 0.0119543 0.0108605 0.0096416 0.00239217 0.00838834 0.00725869 0.00623596 0.00523396 0.00389454 0.00224361
internal_count=3121 2630 2257 2108 2044 1783 1637 464 1173 1085 974 261 782 731 486 419 145 87
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=13
num_cat=0
split_feature=14 47 123 50 12 52 12 13 1 48 2 13
split_gain=7.97936e-05 7.23688e-05 0.000134835 0.000164305 0.000157082 0.000147248 0.000182205 0.000168163 0.000183004 0.000151187 0.000198443 0.000151426
threshold=0.062655000000000016 0.13148500000000005 0.083430000000000018 0.081075000000000022 -1.0000000180025095e-35 0.11434500000000002 0.10345000000000001 -0.10664 0.11181500000000001 0.091545000000000015 0.084245000000000014 0.038215000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 -9 -12
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 11 -13
leaf_value=-0.0022538876420711952 -0.0019803122822180572 -0.0014436272282183312 0.0027773850207998604 -0.0026843091362151249 0.002394290695979827 -0.0018480424668999031 0.0031216859778745339 0.001866303839948464 -0.0029026573343496663 0.0027341207366348179 -0.002799591473978806 0.00066167890507689837
leaf_weight=0.0011205090845207996 0.0010022793153748868 0.0014040262895034525 0.001022269481465215 0.0010292331224536289 0.0017620788606756465 0.0011594018131580045 0.0015437746419288976 0.0015180179567080175 0.0010181615486124507 0.0011434968119568983 0.0015892143233558718 0.0011048776335275123
leaf_count=165 104 65 234 533 107 265 222 258 85 129 800 154
internal_value=0 0.000110648 0.000266399 6.87743e-05 0.000305704 0.000570307 0.000859972 0.000430812 -0.000112007 0.000418527 -0.000210107 -0.00138009
internal_weight=0 0.0154151 0.014011 0.0129888 0.0119595 0.010839 0.00967962 0.00813585 0.00637377 0.00535561 0.00421211 0.00269409
internal_count=3121 3017 2952 2718 2185 2020 1755 1533 1426 1341 1212 954
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=12
num_cat=0
split_feature=1 0 15 15 47 42 14 2 0 133 3
split_gain=7.01246e-05 0.000169332 0.000103466 0.000169899 0.000223682 0.000224125 8.47497e-05 0.000161751 7.87557e-05 7.64449e-05 6.46613e-05
threshold=0.077565000000000009 -0.084044999999999995 0.024640000000000006 -0.016799999999999995 0.13148500000000005 0.086375000000000021 -0.22253999999999999 0.098035000000000011 -0.10151999999999999 1.0000000180025095e-35 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 -8 10 -3
right_child=2 9 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0036482132027475284 -0.0019972836284187817 0.0023049473706025286 -0.0015343176984699593 0.0028493681106512426 -0.0030070811704273107 0.0032663403268767782 0.0003622430244802311 0.002613075553835048 -0.0022001399132987893 -0.0014288224363543734 -0.00038015251784331643
leaf_weight=0.0010053321497217197 0.0011032894284080681 0.0010194552626554554 0.0015935025978139348 0.0016847102006606338 0.001170632284789086 0.0015574128937894654 0.0019806140973867032 0.0013887104382652726 0.0011428380435609797 0.0014441866829889363 0.0011565869386775587
leaf_count=815 95 35 411 246 57 284 89 182 121 438 348
internal_value=0 -0.000826071 0.000305511 0.000597863 0.000143242 0.000657384 -6.61953e-05 0.000405984 -0.000575306 -4.23661e-05 0.000877791
internal_weight=0 0.00462556 0.0116217 0.0100282 0.0083435 0.00717286 0.00561545 0.00451216 0.00312345 0.00362023 0.00217604
internal_count=3121 1636 1485 1074 828 771 487 392 210 821 383
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=14
num_cat=0
split_feature=2 11 3 48 2 13 0 12 13 3 15 15 16
split_gain=7.11227e-05 0.000122264 0.00011347 0.000109801 0.000118448 0.000147545 0.000153383 0.000168262 0.000113996 0.00014729 9.04674e-05 7.12464e-05 4.99001e-05
threshold=-1.0000000180025095e-35 0.079915000000000014 -0.12018999999999998 -1.0000000180025095e-35 0.098035000000000011 0.24813000000000004 -0.10607499999999999 0.090455000000000021 -0.00051499999999999994 0.12178000000000001 -0.10203999999999998 -0.092489999999999989 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 6 11 -8 12 -10 -1 -5 -6
right_child=1 -3 3 4 8 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00023108176286913148 0.0016626931349803052 -0.0027031049436396434 -0.0027183917358335283 -0.0011309061084687252 0.00095720451801049519 0.0017903150955053283 -0.0050313427585090909 -0.00091184816270127003 0.0016312047988716338 -0.0024263664191358355 0.0029193855261985821 0.0015306846450458724 0.0033209731715406819
leaf_weight=0.0010991976991445648 0.0019961017023963903 0.0010574794072698559 0.0010011755368883905 0.0013696541063876189 0.0010077022578219418 0.0010619597916780299 0.0010368564456467548 0.0012947738769249831 0.0010636584983642963 0.0010155097180355455 0.0010208747575629592 0.0010181990046342366 0.0010685486790181879
leaf_count=93 141 170 148 87 222 41 1012 560 199 43 106 65 234
internal_value=0 -0.000211805 -8.11969e-06 -0.000313029 -7.06801e-05 -0.000776032 -0.0013535 -0.00274375 0.000910677 -0.000350599 0.00128596 4.01674e-06 0.00217373
internal_weight=0 0.0139916 0.0129341 0.010938 0.00993686 0.00578144 0.00471948 0.00233163 0.00415542 0.00207917 0.00212007 0.00238785 0.00207625
internal_count=3121 2922 2752 2611 2463 1765 1724 1572 698 242 199 152 456
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=18
num_cat=0
split_feature=1213 133 3 48 50 132 42 47 148 51 47 4 1 1 16 0 12
split_gain=0.000344739 0.000285579 0.000265272 0.00029869 0.000272268 0.000261935 0.000228292 0.000371551 0.000234802 0.000246283 0.000342139 0.000313102 0.000317479 0.000283889 0.000253448 0.000160014 9.96092e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.079970000000000013 -1.0000000180025095e-35 0.11518500000000002 -0.07990499999999999 -0.076794999999999988 0.092530000000000015 0.0052350000000000009 0.086560000000000012 0.094385000000000011 -0.45661999999999997 0.12500000000000003 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 -10 11 12 15 -13 -15 16 -11
right_child=1 -3 -4 -5 -6 -7 8 -9 9 10 -12 13 -14 14 -16 -17 -18
leaf_value=-0.00089548435441363071 -0.00084744614560751635 -0.00075695116205161579 0.00063668234799369101 -0.00070580866644904541 -0.00058180738165472296 0.0008314507456162369 -0.00058362454606171129 0.00038172333194452427 -0.00036194326245660451 0.00035673688827023408 -0.00044581530714249559 3.8992953997925459e-05 -0.00042946847830141878 0.00050846701176432689 0.0014243452568090259 -2.2479188734824694e-05 0.0010333134099286072
leaf_weight=0.001064571541743802 0.0015588773588621962 0.0011112129311832966 0.0018331482680048463 0.0013521082617149452 0.0015000382099259737 0.001193471409317525 0.0010047725232773539 0.0010064092332549013 0.0016244621122764738 0.0011431633215218118 0.0013427364056320746 0.0010830478810318622 0.0016259098944570449 0.0014577566976857748 0.0015507002912470147 0.0013005379365562675 0.0010276072630124311
leaf_count=491 363 373 149 64 379 145 60 13 304 145 102 91 213 70 96 24 39
internal_value=0 2.27017e-05 6.28021e-05 9.59413e-06 6.21093e-05 0.000119197 6.51433e-05 -0.00036522 0.00014903 0.000209589 0.000297747 0.000406403 0.000145596 0.000731317 0.000980554 0.000414948 0.000677017
internal_weight=0 0.022716 0.0216047 0.0197716 0.0184195 0.0169195 0.015726 0.00256529 0.0131607 0.0121559 0.0105315 0.00918872 0.00509722 0.0040915 0.00300846 0.00347131 0.00217077
internal_count=3121 2630 2257 2108 2044 1665 1520 376 1144 1084 780 678 421 257 166 208 184
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=19
num_cat=0
split_feature=1456 133 3 14 48 132 42 133 43 4 2 457 160 3 4 1 49 1
split_gain=0.00031528 0.000344977 0.000276237 0.00025594 0.000266079 0.000241437 0.000224096 0.000309407 0.000226626 0.000427513 0.000308375 0.000359639 0.000261128 0.000314703 0.00021343 0.000355664 0.000292229 0.000242821
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.076175000000000007 0.12737000000000001 0.079970000000000013 -0.11466499999999999 -0.038089999999999992 -0.25681499999999996 -0.35136499999999998 0.11928500000000002 -0.0029299999999999994 -0.079874999999999988 -0.14477499999999996 -0.053309999999999989 0.094385000000000011 -0.049784999999999989 0.11282000000000002
decision_type=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 -2 -8 -9 -10 11 -11 -13 -14 -15 16 -16 -17
right_child=1 -3 -4 -5 -6 -7 7 8 9 10 -12 12 13 14 15 17 -18 -19
leaf_value=-0.00086897085564893869 -0.00054918014310831743 -0.00075972889577376993 0.00062855076593186998 -0.00071789084564061775 -0.00061805034952256918 0.00070386502386957323 -0.00060827111960325771 0.00071345777684188902 -0.00064972619839533227 -0.00071563616403377795 0.00099570820953591541 -0.00032699459097424301 -0.00037328540980440439 0.0011354139464392382 0.00045497929456690895 0.0010577872481779913 -0.00072036651194814171 0.0001386560682496936
leaf_weight=0.0010053746006402275 0.0013917181546536503 0.0013001721413278397 0.001868862716508767 0.0010995935798623338 0.0013345745602268968 0.0014435349911530162 0.0013522815580564633 0.0016016798846356624 0.0016035330849604136 0.0010952129700153588 0.0010643126173535333 0.0016696526914180311 0.0011922585041190797 0.0010340552116589168 0.0010069932175043083 0.0018079811669837742 0.0010156338220598032 0.0011081584741711309
leaf_count=288 117 411 149 66 58 176 487 49 158 161 103 230 33 228 59 106 165 77
internal_value=0 1.47735e-05 5.91536e-05 8.04581e-06 4.8521e-05 9.69024e-05 4.5191e-05 9.83809e-05 0.000165679 9.60342e-05 0.000204805 0.000120034 0.000223629 0.000351939 0.000496704 0.000362974 -0.000135204 0.000708509
internal_weight=0 0.0239902 0.02269 0.0208212 0.0197216 0.018387 0.0169435 0.0155518 0.0141995 0.0125978 0.0109943 0.00992995 0.00883473 0.00716508 0.00597282 0.00493877 0.00202263 0.00291614
internal_count=3121 2833 2422 2273 2207 2149 1973 1856 1369 1320 1162 1059 898 668 635 407 224 183
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=13
num_cat=0
split_feature=15 15 159 133 3 42 15 15 43 0 1 16
split_gain=7.35147e-05 8.32841e-05 8.57619e-05 9.31558e-05 0.000114205 0.000175633 0.000167983 0.000230776 0.000126313 0.000113649 5.57508e-05 3.41192e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.090485000000000024 0.099660000000000012 -0.083924999999999986 0.083995000000000014 0.035560000000000008 -0.016799999999999995 -0.076124999999999984 -0.10474999999999998 0.092390000000000014 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 5 -3 7 8 -6 10 -10 -1
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0019864567682633238 -0.0016913526220574072 3.1963990413509843e-05 -0.0018160781656307984 -0.0017207807698361261 -0.0024867321369372165 0.0029990736045186761 -0.0023715777569851162 0.0022319019269153697 0.00025535801073990378 0.0017230475150279369 -0.0018934050427290431 0.00029753163552094763
leaf_weight=0.0010156890662338328 0.0013909900250545356 0.0019808336086843074 0.0010292336666543568 0.0010360453472568832 0.0010524912786881047 0.0014702911475038272 0.0011934210280369825 0.0018258843179669582 0.0010232704761712341 0.0011725946857233938 0.0010198206556442102 0.0010082459751848101
leaf_count=158 231 558 267 411 334 197 436 141 43 185 65 95
internal_value=0 -0.000179879 -1.56754e-05 0.0001417 0.000321389 0.00129605 -0.00014018 0.000296803 -0.000531014 0.000109091 -0.000817209 0.0011451
internal_weight=0 0.0141949 0.0128039 0.0117747 0.0107386 0.00345112 0.00728748 0.00609406 0.00426818 0.00321569 0.00204309 0.00202394
internal_count=3121 2868 2637 2370 1959 755 1204 768 627 293 108 253
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=12
num_cat=0
split_feature=4 12 151 12 12 151 3 15 52 12 15
split_gain=7.30646e-05 0.000152831 0.000104363 0.000111656 9.28035e-05 0.000114791 0.000148157 0.000183707 0.000119359 7.82117e-05 7.30992e-05
threshold=0.24564500000000003 0.098810000000000023 -0.00099499999999999979 0.092465000000000006 0.093105000000000007 -0.0052199999999999989 0.076840000000000006 -0.016799999999999995 0.091275000000000009 0.079890000000000017 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 10 8 -8 9 -7 -1
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0028241950673380308 -0.001063708982567523 -0.0026776617936400977 0.003376097703583469 0.00026145344918953841 0.002347212959200044 0.00048386028070318083 -0.0042720520224561517 -7.8536123036251849e-05 0.0020788760723111127 -0.0022418660168629862 -9.1853774450662362e-05
leaf_weight=0.001112797125323306 0.001264874104486946 0.0015893094409767184 0.0014005139322257011 0.0016272799133900673 0.0010083548009315125 0.0014785482663922638 0.0013942392447714447 0.0013395157306888006 0.0014502622983826249 0.0012882818548637584 0.0011361883429646131
leaf_count=127 98 404 251 77 361 142 92 98 289 888 294
internal_value=0 -0.000344964 0.000887157 0.00170214 1.82133e-05 -0.000237059 -0.000750886 -0.00221727 0.000199704 -0.000785283 0.00135101
internal_weight=0 0.0117975 0.00429267 0.00302779 0.0102082 0.00919983 0.00695085 0.00273375 0.00421709 0.00276683 0.00224899
internal_count=3121 2695 426 328 2291 1930 1509 190 1319 1030 421
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=13
num_cat=0
split_feature=1 52 0 0 4 43 0 0 16 15 49 4
split_gain=7.87869e-05 0.000151856 9.9785e-05 0.000293062 0.000191813 0.000117083 8.58607e-05 0.000126146 7.9987e-05 7.77094e-05 0.000154664 7.89573e-05
threshold=0.11323000000000001 0.11434500000000002 -0.076234999999999983 -0.10151999999999999 -0.49405499999999997 0.084740000000000024 -0.019414999999999998 -0.071924999999999989 -0.25582999999999995 -0.10203999999999998 -0.006494999999999999 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 -6 7 8 -2 -1 11 -11
right_child=6 -3 4 -5 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0014966019392022175 -0.0002502368677470631 -0.0026934868453378823 -0.0017887452533786807 -0.0042411226896674967 0.0030014274238490389 -6.6579234367001975e-05 0.0026327683802118643 -0.0015885310898513536 0.0025285989402072328 -0.0020547500888489908 0.0025640428971816791 0.0008732527464323604
leaf_weight=0.0012190962869687572 0.0010430882291166833 0.0013625967993618699 0.0011084353663166624 0.0010466928815008169 0.0018562835072671573 0.0011091148003926909 0.0010896447494215021 0.0013341800653405185 0.0012971343726271289 0.0010514808465816872 0.0014477195447767377 0.0010057312266731344
leaf_count=131 123 404 137 1246 417 62 92 152 99 77 128 53
internal_value=0 -0.000355942 -3.24001e-05 -0.000664373 0.000862811 0.00185394 0.000790989 0.000244809 0.00129001 0.00012812 0.000693235 -0.000623306
internal_weight=0 0.0112072 0.00984455 0.00577072 0.00407383 0.0029654 0.00476405 0.0036744 0.00234022 0.00472403 0.00350493 0.00205721
internal_count=3121 2655 2251 1635 616 479 466 374 222 389 258 130
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=13
num_cat=0
split_feature=2 50 15 15 156 0 0 0 0 16 16 48
split_gain=6.77825e-05 9.3649e-05 6.6788e-05 0.00011337 9.99984e-05 8.96964e-05 0.000189926 0.000169839 0.000105773 0.000244716 0.000178353 8.81664e-05
threshold=0.14122000000000004 0.083090000000000011 -0.24436499999999997 -0.11713499999999999 0.086945000000000008 -0.10607499999999999 -0.14832499999999996 -0.060129999999999996 0.12113000000000002 0.26676500000000009 0.18438500000000005 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 11 -7 9 -9 -10 -5
right_child=-2 -3 3 4 -6 7 -8 8 10 -11 -12 -13
leaf_value=0.0012869773299122814 0.0014804047915373654 -0.0018294218336288555 -0.0019264101520331239 0.0011803282974600384 -0.0017099675504872254 -0.0020063381049086567 0.0028341028629859035 0.0032615271702044718 -0.0024026300643705755 -0.00066521066907567383 0.0012389558233634242 -0.0012969896203065814
leaf_weight=0.0014577660255105105 0.0011081448921329206 0.0011577596135011201 0.0012322821322586644 0.0010998981559106613 0.0011029174285551698 0.0015114444760722856 0.0014238848369937411 0.0012318200163640106 0.0010744174147938601 0.001249211137881262 0.0010289470098903131 0.0011467791313748421
leaf_count=157 178 556 208 99 311 1185 135 98 39 62 45 48
internal_value=0 -0.000122842 2.2873e-05 -0.000129402 7.43297e-05 0.00027583 0.00104788 -0.000189055 0.000410091 0.0012844 -0.000621199 -8.41775e-05
internal_weight=0 0.0147171 0.0135594 0.0121016 0.0108693 0.0097664 0.00367056 0.00609584 0.0045844 0.00248103 0.00210336 0.00224668
internal_count=3121 2943 2387 2230 2022 1711 282 1429 244 160 84 147
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=12
num_cat=0
split_feature=1 0 4 3 15 15 47 42 52 151 16
split_gain=7.00003e-05 0.000121825 0.000111267 0.000104342 8.86523e-05 0.000108885 0.000166294 0.000205246 8.96688e-05 0.000124253 0.000191408
threshold=0.077565000000000009 0.18019500000000002 -0.029144999999999997 -0.083924999999999986 0.024640000000000006 -0.016799999999999995 0.13148500000000005 0.086375000000000021 -0.078224999999999975 -0.044604999999999992 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -2 -10 -11
right_child=4 -3 -4 -5 -6 -7 -8 -9 9 10 -12
leaf_value=0.0012178246402371746 0.0021569051613568053 0.0017271322491544674 -0.0043291727840610358 -0.0026005517416540251 -0.0016478640183890249 0.0028677897785145457 -0.0030232835681822594 0.003750058772850568 -0.0032004684078589044 0.0020334129625030522 -0.002651221779366969
leaf_weight=0.0011593658297931993 0.0012028957951737019 0.0010526498822400754 0.0010232480534057807 0.0012162014450772859 0.001556347244742102 0.0015958811271738474 0.0011018469475363446 0.0015147073438109629 0.0011606215429620387 0.0019472948788483036 0.001150924669629013
leaf_count=435 146 24 765 412 411 246 57 284 88 154 99
internal_value=0 -0.000980046 -0.00181849 -0.000737041 0.000369471 0.000694012 0.000264579 0.000783858 -3.8761e-05 -0.00065892 0.000293168
internal_weight=0 0.00445147 0.00339882 0.00237557 0.0112305 0.00967417 0.00807829 0.00697644 0.00546174 0.00425884 0.00309822
internal_count=3121 1636 1612 847 1485 1074 828 771 487 341 253
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=17
num_cat=0
split_feature=124 52 1 14 147 12 4 48 2 159 12 0 0 16 48 52
split_gain=0.000242085 0.000185625 0.000197683 0.000341954 0.00025584 0.00026797 0.000345599 0.000163504 0.000337797 0.000234192 0.000167604 0.000250411 0.000254094 0.000194677 0.000161238 0.000148899
threshold=0.10195500000000002 -0.38533999999999996 0.13686500000000004 0.054835000000000009 1.0000000180025095e-35 0.098810000000000023 0.24564500000000003 0.12230500000000001 0.113445 0.091005000000000016 0.090455000000000021 -0.13027499999999997 -0.084044999999999995 0.062650000000000025 0.086260000000000017 0.090245000000000006
decision_type=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 8 9 10 11 14 -13 -12 -3 -14
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 13 12 15 -15 -16 -17
leaf_value=-0.00071346704679944991 0.00079935701880039841 0.00072326687547441808 0.00066788204746251771 -0.0010260940596280559 0.00061764163892067119 -0.0012334001606000159 0.00010802920318043169 -0.00063086918058267473 0.0007710990235883752 -0.00080547526573697306 -7.2278950138074922e-05 -0.00098666097714781393 0.00036071458278933718 0.00096739162874954912 -0.00012050915700773367 -0.00050587338030657931
leaf_weight=0.001168025614222439 0.0010200963153078604 0.001354878768931366 0.0011679876101108695 0.0010008938803781611 0.00175389644811652 0.0012115368304893162 0.0010400145539462002 0.0010088324486101649 0.00176854231423318 0.0010412212004677424 0.0010063209059709838 0.0012900198530906423 0.0012437027320557816 0.0010967016794727336 0.0012864473507612217 0.0010789041095598528
leaf_count=328 42 73 149 92 150 295 38 53 144 150 399 656 349 44 65 94
internal_value=0 -5.36544e-05 -1.16554e-05 -5.78488e-05 2.04306e-06 -7.27949e-05 -0.00061378 2.72461e-05 8.6702e-05 -4.20871e-05 5.30258e-05 -8.71559e-05 -0.00037922 0.000469897 0.000312309 -4.18354e-05
internal_weight=0 0.0195179 0.0183499 0.0171819 0.016181 0.0144271 0.00225155 0.0121756 0.0111667 0.0093982 0.00835698 0.00625395 0.00361263 0.00210302 0.00264133 0.00232261
internal_count=3121 3079 2751 2602 2510 2360 333 2027 1974 1830 1680 1237 1099 443 138 443
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=17
num_cat=0
split_feature=124 14 123 4 12 131 147 42 52 3 3 2 15 0 151 42
split_gain=0.000263462 0.000219585 0.000258486 0.00031745 0.000196221 0.000254324 0.000238964 0.000220685 0.00019734 0.000249868 0.000230207 0.000232138 0.000224179 0.000215138 0.000347389 0.000139619
threshold=0.10281000000000001 0.076175000000000007 1.0000000180025095e-35 -0.49405499999999997 -0.015429999999999998 0.08844500000000001 0.089025000000000007 0.091735000000000025 0.15915500000000002 0.14121000000000003 -0.083924999999999986 0.11215000000000001 -0.022504999999999997 -0.13455999999999999 -0.0083949999999999979 1.0000000180025095e-35
decision_type=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 10 12 13 -6 14 -12 -14
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17
leaf_value=-0.00080931636077069113 0.00073768749201089156 -0.00066208454879225769 0.00056591232814814213 -0.0005443225584452065 0.00079243067942132226 -0.00059469917140637864 0.00079614145899700023 -0.00063739488383371368 -0.00054806913317833987 0.00080634696167220096 -0.00034024300151671866 -0.00076241969968200533 -0.0002754058436439932 -0.00043878269544557144 0.00073401210817745813 0.00046831527089197884
leaf_weight=0.0012684221881915604 0.0010666941340974892 0.001313227947363548 0.0017069872051796433 0.0014849342538099343 0.0016821426140061282 0.0013592290591786247 0.0011039526202836223 0.0010366737592833611 0.0010092130863313129 0.0012871011018211762 0.0012531250643945668 0.0010934440796496747 0.0013429344622340258 0.0015258466740079302 0.0016898524671340454 0.0010956044907770718
leaf_count=140 39 101 236 146 182 363 87 420 185 72 33 73 315 496 45 188
internal_value=0 -4.9722e-05 -9.3913e-06 -6.32532e-05 -7.46919e-06 4.40319e-05 0.000105518 4.69429e-05 0.000106165 0.000166352 8.12815e-05 -0.000123901 0.000358246 3.23329e-05 0.000276592 5.87386e-05
internal_weight=0 0.0212527 0.0199395 0.0182325 0.0169641 0.0154791 0.0141199 0.0130159 0.0119793 0.0109701 0.00968295 0.00556227 0.00412068 0.00446882 0.00294298 0.00243854
internal_count=3121 3082 2981 2745 2605 2459 2096 2009 1589 1404 1332 647 685 574 78 503
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=19
num_cat=0
split_feature=1213 124 4 160 484 50 12 48 2 15 3 3 16 16 2 48 0 43
split_gain=0.00029389 0.000203429 0.000331396 0.000259688 0.000249898 0.000352141 0.000191783 0.000342356 0.000261251 0.000209677 0.000227193 0.000207149 0.000383475 0.000281174 0.000266427 0.000357034 0.00036787 0.000140282
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.49405499999999997 -0.10151499999999998 -0.0068949999999999992 0.077805000000000013 -0.015429999999999998 0.11951500000000001 0.097070000000000004 0.097485000000000016 0.13524500000000003 -0.10023499999999998 -0.004174999999999999 -0.39185999999999993 0.10855000000000002 0.085700000000000012 -0.13455999999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 9 -6 10 11 12 13 -8 15 16 -13 -18
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 14 -14 -15 -16 -17 17 -19
leaf_value=-0.0008041962611635196 -0.00065232919550954561 0.00065977821498345744 -0.00061734029006268694 -0.00050492266072895971 -0.00084875718924240311 0.00095697410645745426 0.00057444491084758379 -0.00067742294471342295 0.00021512838790586276 -0.00042664150126972978 0.00096349448997668137 0.001055998696133262 0.0011306368998107168 -0.00042863948889695886 -0.00066138650870186993 -0.00051905620542905392 0.00045091627980396552 -0.00030995327738843413
leaf_weight=0.0010288027569574495 0.001688964744879228 0.0011007673928460351 0.0012568501225782144 0.001460007918207439 0.0010964637527971543 0.0011534118818874997 0.0014987953142551191 0.0010384026784211473 0.0010270166577285786 0.0010211731132568911 0.0010454642990380689 0.0013448773188926549 0.0013854193600284486 0.0011231470809063282 0.0010304119386934235 0.0012225617657165011 0.0010630291554325783 0.001168866433582277
leaf_count=491 152 39 370 424 125 199 56 52 149 97 60 43 75 53 104 98 226 308
internal_value=0 2.48921e-05 -8.99236e-06 4.83893e-05 9.57178e-05 0.000149786 8.79887e-05 0.000157261 -0.000334211 0.000230073 0.000291697 0.000220299 0.000485595 0.000144759 3.79353e-05 0.000188079 0.000429782 5.24411e-05
internal_weight=0 0.0217256 0.0206249 0.0189359 0.017679 0.016219 0.0150656 0.0129421 0.00212348 0.0119037 0.0108826 0.00983711 0.00400736 0.00262194 0.00582975 0.00479933 0.00357677 0.0022319
internal_count=3121 2630 2591 2439 2069 1645 1446 1172 274 1120 1023 963 184 109 779 675 577 534
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=13
num_cat=0
split_feature=376 1 42 16 1 47 42 43 2 0 12 3
split_gain=7.50924e-05 0.000131054 0.00013382 0.000108891 0.000154406 0.000174787 0.000154294 0.000147259 0.000135616 8.45461e-05 0.000160121 8.08148e-05
threshold=0.088470000000000007 0.13686500000000004 -1.0000000180025095e-35 -0.5315899999999999 0.10439500000000002 0.085770000000000027 0.088465000000000002 -0.083684999999999996 0.11215000000000001 -0.10151999999999999 0.090165000000000009 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 7 -5 -6 11 -11 -9
right_child=-2 -3 3 4 5 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0023183095845678374 0.0017635957261968444 0.0020008202494180352 -0.0017330702504231444 0.0023868041675996457 0.0041895009064740838 -0.00093610076921360258 -0.0025439200579571641 -0.00074480119766789931 0.00096443931498464285 -0.0033003850200070566 0.00046520476726653366 0.0016177460627332574
leaf_weight=0.0013832043443116103 0.0010209889311558673 0.0012095372779150461 0.0016176003868619846 0.0010132214005972601 0.001021309186350669 0.0011047420875007763 0.0012901520149145758 0.0014429012696849392 0.0014370955529436902 0.001070357423252552 0.001000232707732529 0.0012264622217728061
leaf_count=835 64 144 116 257 140 91 699 87 128 438 62 60
internal_value=0 -0.000133697 -0.000323432 -9.7703e-05 0.000151708 0.00129959 -0.000428992 4.52815e-05 0.00230425 -0.000455247 -0.00148135 0.000340692
internal_weight=0 0.0148168 0.0136073 0.0122241 0.0106065 0.00356315 0.00704333 0.00575318 0.0024584 0.00473995 0.00207059 0.00266936
internal_count=3121 3057 2913 2078 1962 359 1603 904 268 647 500 147
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=17
num_cat=0
split_feature=133 133 14 132 50 159 133 42 4 52 3 15 13 47 52 151
split_gain=0.000251724 0.000220661 0.000168714 0.000188091 0.000160582 0.000250363 0.000280928 0.000316337 0.000185322 0.000213575 0.000281217 0.000234772 0.000205015 0.000171739 0.000405559 0.000148025
threshold=0.10622000000000002 0.091410000000000005 0.076175000000000007 0.081240000000000021 0.10647500000000001 -0.026354999999999996 -0.0061299999999999992 0.09832500000000001 -0.27825499999999997 0.084960000000000022 -0.10023499999999998 -0.03241999999999999 -0.084034999999999985 0.092530000000000015 -0.066844999999999988 -0.0064299999999999991
decision_type=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 -8 10 11 -10 -12 14 15 -14
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 12 -13 13 -15 -16 -17
leaf_value=0.00064721808249485954 -0.00077362980791062909 0.00075291726209521562 -0.00058650831479955591 0.00062667530973058736 -0.00060644255395268408 -0.0007517667513037182 -0.00052932014168624694 0.00082049742547913435 0.0011714460022139556 -0.00058288394587954491 0.00054359896599877409 8.6317030098161438e-05 -4.7871826468085039e-05 -0.00071959449153220073 0.00056334505240783993 -0.00085744329485329623
leaf_weight=0.0015189313761716566 0.0010622871364438574 0.0010356110548896151 0.0012266677350902802 0.0012705609861372027 0.0011100261706386552 0.0013025950075844167 0.001761478105569478 0.0011945848978259935 0.0010632549197902019 0.0012545307058744468 0.0012720125279691973 0.0010020388232963012 0.00114935488786905 0.0011695352195562753 0.0017565668336837221 0.0011887475128146479
leaf_count=172 435 168 86 198 227 648 157 81 54 132 295 45 69 84 164 106
internal_value=0 2.96331e-05 -9.29656e-06 3.00083e-05 -1.52686e-05 2.67062e-05 -4.00692e-05 3.22884e-05 -4.87601e-05 3.71259e-05 0.000127554 0.000644963 -3.59349e-05 -0.00017597 -2.06981e-05 -0.000459477
internal_weight=0 0.0202765 0.0192409 0.0180142 0.0167437 0.0156336 0.0141147 0.0128121 0.0116175 0.00985604 0.00860151 0.00206529 0.00653622 0.0052642 0.00409467 0.0023381
internal_count=3121 2686 2518 2432 2234 2007 1835 1187 1106 949 817 99 718 423 339 175
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=17
num_cat=0
split_feature=14 133 3 48 132 457 1 52 52 12 4 4 0 3 3 3
split_gain=0.000227474 0.000221844 0.000239736 0.000221041 0.000214015 0.000218915 0.000199084 0.000382574 0.00028854 0.000198075 0.000193736 0.000295582 0.000234704 0.00016762 9.44909e-05 8.52183e-05
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.081240000000000021 0.069910000000000014 0.111945 0.11434500000000002 0.096795000000000006 0.051320000000000005 -0.35136499999999998 -0.080924999999999983 -0.10151999999999999 0.090900000000000009 -0.08323499999999999 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -8 -1 -12 15 -7 -11 -13
right_child=-2 -3 -4 -5 -6 13 9 -9 -10 14 11 12 -14 -15 -16 -17
leaf_value=-0.00069487837292981302 -0.00060182368916281376 -0.0006138810719359259 0.00060490549494298046 -0.00055265853741784182 0.00065219708455280787 5.5435459744733128e-05 0.00059367975835496298 -0.00087632109067638426 0.00066618597004289705 0.00023669078669937189 0.00049586551398633967 0.00018303126538775217 -0.00075316987009138722 0.00081553662340432237 -0.00038230314382372898 -0.00030780744501415514
leaf_weight=0.0011218398039272142 0.0012244344996950032 0.0010294700693047462 0.0015521270237990317 0.0012781876875447287 0.0011719090588081507 0.0012426876629178249 0.0016510875362593597 0.0013264921343394973 0.0010085898811968974 0.0010029971033347351 0.0015136098026097122 0.0017458838474230225 0.0012705423335891159 0.0011301874132136902 0.0010095037957738029 0.0012300233969853025
leaf_count=141 101 421 145 63 179 156 128 296 85 34 343 141 736 51 71 30
internal_value=0 3.2122e-05 6.66594e-05 1.94696e-05 6.39914e-05 1.88001e-05 -5.46429e-05 -0.000166596 -4.72823e-05 0.000227013 -0.000151846 -4.6084e-05 -0.000239257 0.000417467 -7.38068e-05 -1.98457e-05
internal_weight=0 0.0202851 0.0192557 0.0177035 0.0164254 0.0152534 0.0128806 0.00921698 0.00789049 0.00366359 0.0068819 0.00576006 0.00424645 0.00237288 0.0020125 0.00297591
internal_count=3121 3020 2599 2454 2391 2212 2005 1772 1476 233 1391 1250 907 207 105 171
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=12
num_cat=0
split_feature=14 147 11 52 52 13 1 3 1 2 43
split_gain=7.83855e-05 9.75178e-05 0.000120915 0.000103757 0.000171975 0.000140132 0.000195294 0.00012531 0.000116996 0.000158244 0.000168492
threshold=0.057600000000000005 1.0000000180025095e-35 0.081005000000000008 0.17829500000000004 0.10744000000000002 -0.084034999999999985 0.083345000000000016 0.10893000000000001 1.0000000180025095e-35 0.090675000000000019 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 10 -10
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.00031054973441681401 -0.0019395689364494779 0.0019037920536646494 -0.0022203219476792965 -0.0018461735891833722 0.0031031673951529963 -0.0015744685796284979 0.0034513531636687494 -0.0026891620769098346 0.0015870279406163023 0.0030409407514188883 -0.0017772036710318134
leaf_weight=0.0015556852794933003 0.0010176324390473992 0.0014291355890796451 0.0012246298251010765 0.001213238790765272 0.001069011536933979 0.0018215839098629687 0.0013114627486671138 0.0011084808404868696 0.0014416931522811746 0.0010348042881534181 0.0016419038064082736
leaf_count=431 107 167 147 332 181 839 229 56 208 154 270
internal_value=0 0.000120543 -6.93254e-05 0.000146628 0.000366731 7.17132e-05 0.00141018 -0.000472744 -5.91312e-05 0.000611108 -0.000204304
internal_weight=0 0.0148516 0.0134225 0.0121979 0.0109846 0.00991561 0.00286715 0.00704847 0.00593999 0.0041184 0.0030836
internal_count=3121 3014 2847 2700 2368 2187 660 1527 1471 632 478
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=11
num_cat=0
split_feature=15 52 3 0 16 0 150 43 4 3
split_gain=7.3722e-05 0.000185477 0.000188435 0.000142314 0.000188249 0.000229588 0.000199609 9.38406e-05 0.000119315 0.000102234
threshold=-0.03241999999999999 0.11434500000000002 0.10542000000000001 -0.060129999999999996 -0.056919999999999991 -0.11013499999999998 0.081835000000000019 -0.081454999999999986 -0.16363499999999997 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 6 -1 9 -9 -2
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0024601525672752786 -0.0013580794741673307 -0.0038669108336939536 0.0023077694604062104 0.0024978443370195784 -0.002806924549341578 0.0036232715973430561 0.0017038258402227041 0.00023114879287491004 -0.0034061403060701707 0.002245463614409486
leaf_weight=0.0017199831971979052 0.0011731771268706781 0.0010605850324621538 0.0017324459871205233 0.0019991131204288078 0.0013912133126588264 0.0013629175007025575 0.0015487116134660917 0.001049608449039229 0.0016295571148906883 0.0010616138582358039
leaf_count=186 122 249 83 234 520 342 102 142 844 297
internal_value=0 -0.000599513 -7.81251e-05 0.000552731 -9.28961e-05 0.000722326 -0.000487254 -0.000919287 -0.00198117 0.000353746
internal_weight=0 0.00770699 0.0066464 0.00802194 0.00602283 0.00463161 0.00326869 0.00491396 0.00267917 0.00223479
internal_count=3121 1737 1488 1384 1150 630 288 1405 986 419
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=19
num_cat=0
split_feature=14 133 3 48 50 132 15 159 15 151 151 0 1 4 47 2 16 15
split_gain=0.000305648 0.000305152 0.000237615 0.00026558 0.000233253 0.000228296 0.000213812 0.000290128 0.000269255 0.000205501 0.000250488 0.000296881 0.000319738 0.000210691 0.000533272 0.000373665 0.000139432 3.24252e-05
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.26481999999999994 0.091005000000000016 -0.11713499999999999 -0.077429999999999985 -0.0083949999999999979 -0.10607499999999999 0.10124500000000002 -0.083854999999999985 0.092165000000000011 0.090675000000000019 0.15891500000000003 -0.045854999999999993
decision_type=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 -8 17 -11 12 -12 15 -15 -13 -17 -10
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 11 13 -14 14 -16 16 -18 -19
leaf_value=0.00074644759034248195 -0.0007869844902638083 -0.00080093527910391025 0.000700224242795366 -0.0006868541839815317 -0.00056595663704889449 0.00082559299805869645 -0.0007027404971024976 -0.00082025976509788017 0.00085079284333888111 -0.00069572697398294781 0.00012316298218029793 0.0010594132468551916 0.0013590271501263134 -0.0011452761521759528 0.00025827308559241748 0.00030106631854202946 -0.00052850468964105385 0.00043591560238096785
leaf_weight=0.0012110263930909604 0.0012783659178392517 0.0011043567111803645 0.0015584240292604292 0.0012834764101885545 0.0013598461787492138 0.0012147036461146446 0.0010454051438309091 0.0010073680341128747 0.0010025270801534703 0.0010361435132931777 0.0012883073413781912 0.0010633755699158689 0.0010016565001080835 0.0012740386548549219 0.0017024229860734541 0.001058020542973992 0.0011256523239193683 0.0010261804225352176
leaf_count=131 101 421 145 63 429 158 138 177 103 49 61 203 31 635 59 27 96 94
internal_value=0 3.89229e-05 8.47061e-05 3.34104e-05 8.64884e-05 0.000141744 8.57764e-05 2.70804e-05 9.46978e-05 0.000166698 6.59521e-05 0.000158653 0.000663744 -2.71969e-05 -0.000342499 0.00026183 -0.000126566 0.000640936
internal_weight=0 0.0213629 0.0202586 0.0187002 0.0174167 0.0160568 0.0148421 0.0136311 0.0126237 0.0115783 0.00954962 0.00851347 0.00228996 0.00622351 0.00297646 0.00324705 0.00218367 0.00202871
internal_count=3121 3020 2599 2454 2391 1962 1804 1673 1496 1358 1161 1112 92 1020 694 326 123 197
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=12
num_cat=0
split_feature=52 1 12 1 52 2 16 12 12 160 3
split_gain=7.26512e-05 0.000145286 0.00013345 0.00010131 0.000118399 8.88397e-05 0.000143312 0.000129785 0.000107703 9.40892e-05 9.28123e-05
threshold=-0.28430999999999995 0.13686500000000004 0.11650500000000001 0.11323000000000001 0.11434500000000002 0.088930000000000023 -0.084119999999999986 0.082480000000000012 1.0000000180025095e-35 0.085045000000000023 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -8 10 -7
right_child=1 -3 -4 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-0.0020421120421846794 -0.0032644737098089429 0.0032116005805525984 -0.0028527971589555048 0.002007910068831257 -0.002668123418477099 0.00058348633536555979 0.0022702079505767018 0.0027982378353995641 -0.0016101400569403772 0.0019416087092732012 -0.0028439813226559113
leaf_weight=0.001243704133530075 0.0012558629575461734 0.001105889825779637 0.0012173892903232101 0.0019629667136198412 0.0012666996210895379 0.001263297211551162 0.0011631300237646683 0.0018175791677777255 0.0010364870606592459 0.0011953617610079292 0.0011623591542835321
leaf_count=344 425 159 107 241 382 104 111 433 656 76 83
internal_value=0 0.000162713 -9.00191e-05 0.000187402 -0.000164304 0.000192292 -0.00090525 0.000889629 0.000441739 -6.84024e-05 -0.00105893
internal_weight=0 0.014447 0.0133411 0.0121237 0.0101608 0.00889408 0.00345548 0.0054386 0.00219962 0.00362102 0.00242566
internal_count=3121 2777 2618 2511 2270 1888 1192 696 767 263 187
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=15
num_cat=0
split_feature=52 1 14 157 376 48 42 12 2 160 43 3 0 160
split_gain=0.000229968 0.000186079 0.000349871 0.000240768 0.000177262 0.000190922 0.000245097 0.000244491 0.00028976 0.000355055 0.000213691 0.000316593 0.000177558 0.000275409
threshold=-0.40306999999999998 0.13686500000000004 0.054835000000000009 -0.073574999999999988 0.048375000000000008 0.11951500000000001 -1.0000000180025095e-35 0.098810000000000023 0.11510000000000002 -1.0000000180025095e-35 -0.072864999999999985 0.10299500000000002 -0.10151999999999999 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 -11 12 13 -12
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00070799082297833178 0.00059115159573026226 0.00051326890810749458 -0.00095269093600702445 -0.00073388224711070499 0.0005887728069915877 -0.00077145961745656109 -0.00074480904033638292 -0.00053445762660536992 0.00074787546718071312 0.00064937993058971234 0.0004846038419074164 0.00075629289540348268 -0.00065824020159851234 -0.00060929040819511699
leaf_weight=0.001197756461069544 0.001872264372472259 0.0019527943733243921 0.0010211790650931354 0.0012080951217931521 0.0011444119449060203 0.0010059143403963753 0.0013926528675217457 0.0016993491443089087 0.0017381020951787738 0.0018012929398099368 0.0015440580614374264 0.0011490775829212652 0.0015410703893908454 0.0010347631558715875
leaf_count=324 298 162 95 698 124 57 407 156 98 175 54 51 388 34
internal_value=0 3.20296e-05 -1.97415e-05 3.58714e-05 -3.22618e-05 -8.26161e-05 -2.97558e-05 4.17253e-05 0.000137709 1.23944e-05 0.000161543 -5.23254e-06 -0.000217629 4.5674e-05
internal_weight=0 0.020105 0.0181522 0.0171311 0.0152588 0.0141144 0.0131085 0.0119004 0.010201 0.00846291 0.00707026 0.00526897 0.00411989 0.00257882
internal_count=3121 2797 2635 2540 2242 2118 2061 1363 1207 1109 702 527 476 88
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=13
num_cat=0
split_feature=484 15 3 49 42 52 0 0 1 0 2 4
split_gain=6.76905e-05 0.000103491 0.000166473 0.000109074 0.000187365 0.000143217 0.000152005 0.000123554 9.74796e-05 0.000126669 0.000177346 8.19692e-05
threshold=-0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.006494999999999999 0.084050000000000014 -0.07278999999999998 -0.082394999999999982 0.14486500000000005 0.094385000000000011 -0.18901999999999997 0.094835000000000017 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 -4 -10 11 -11
right_child=1 3 8 4 -6 6 7 -9 9 10 -12 -13
leaf_value=-0.0017123584123813465 0.0030893358955028181 -0.0020797916909470479 -0.0012670980110343871 0.003088787622450411 -0.0023788161338053242 0.0022967067889269701 -0.0028560749270219493 0.00059183330534393931 -0.0014392285000725351 0.0016611057309019153 0.0038129989397907636 -0.0010248065633345351
leaf_weight=0.0011179348982302334 0.00126502724974209 0.0017035692165793806 0.0016447343167232146 0.0010158266754972103 0.0012996433593700854 0.0010020405560763048 0.0010468579710630269 0.0010980389525059309 0.0010244933316860827 0.0011731845582434453 0.0011016854686063966 0.0011704062837359416
leaf_count=503 93 212 534 155 541 262 308 23 66 105 219 100
internal_value=0 0.000121273 0.000718155 -0.000493396 1.3556e-06 0.000744461 -1.22835e-05 -0.00109098 0.000227582 0.000777577 0.00143677 0.000319742
internal_weight=0 0.0145455 0.00737953 0.00716598 0.00546241 0.00416276 0.00314694 0.0021449 0.0061145 0.00446977 0.00344528 0.00234359
internal_count=3121 2618 1117 1501 1289 748 593 331 1024 490 424 205
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=17
num_cat=0
split_feature=124 43 123 484 15 133 3 43 0 48 2 43 3 2 4 42
split_gain=0.000259458 0.000248801 0.00020546 0.000224388 0.000219413 0.000338945 0.000251966 0.000188001 0.000291765 0.000264161 0.000164758 0.000129474 0.000106963 0.000198367 0.000183093 7.98976e-05
threshold=0.10281000000000001 0.18116500000000002 0.08592000000000001 -0.0068949999999999992 1.0000000180025095e-35 -0.032969999999999992 0.013900000000000001 -0.076124999999999984 0.041630000000000007 0.085845000000000019 0.099515000000000006 -0.14968999999999996 0.11658 0.073895000000000002 0.09173000000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 15 11 9 12 -11 -7 13 14 -9 -6
right_child=-2 -3 -4 4 6 7 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00077492303557026728 0.00057080672944412173 -0.00082955083320884119 0.00046803351926701575 0.00074105368246089735 -0.00043522435912666575 -0.00014113555655231486 -0.0010157312587520399 -0.00033555333480012923 -0.0006793086991973452 -0.00065825903033884907 6.6329170901372367e-05 -0.00070989184386982692 -0.00012272739565506404 0.00081827071090422357 0.00049030088819255048 0.00010783294261000231
leaf_weight=0.0013168361031100284 0.0010478322501530348 0.0012510077651033671 0.0011336318934959877 0.0010931032078721837 0.0013017564454565747 0.0018570773320218956 0.0012147222939278279 0.0010231632036724614 0.0012365259171256424 0.0012945217518207652 0.0014912742417389213 0.0016865822731022828 0.0010516517269654191 0.0015871809523774275 0.0014094354958555377 0.0011070594377790427
leaf_count=476 39 202 155 173 459 95 61 56 120 64 71 449 63 133 34 471
internal_value=0 -0.00018683 -0.00014623 -0.000183526 -0.000138651 -5.28124e-05 -0.000463914 -0.00012148 -8.33535e-06 9.72586e-05 -0.000270377 -0.000411831 0.000299205 0.000409591 0.000142942 -0.000185643
internal_weight=0 0.0210555 0.0198045 0.0186709 0.0173541 0.0137305 0.00362354 0.0126374 0.00909375 0.00785723 0.0027858 0.00354366 0.00507143 0.00401978 0.0024326 0.00240882
internal_count=3121 3082 2880 2725 2249 1258 991 1085 541 421 135 544 286 223 90 930
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=18
num_cat=0
split_feature=124 43 2 48 484 39 2 52 159 3 150 49 133 0 0 1 3
split_gain=0.00031347 0.000194306 0.000165463 0.000257128 0.000243417 0.000312144 0.000362869 0.000331474 0.000231494 0.00024161 0.00030001 0.000395069 0.00018706 0.00014817 0.000399538 0.000129351 0.000112245
threshold=0.10281000000000001 0.18116500000000002 0.14122000000000004 0.12879500000000002 -0.0068949999999999992 0.093225000000000016 0.11548000000000001 0.11434500000000002 0.091530000000000014 0.10893000000000001 0.087170000000000011 -0.069799999999999987 0.084990000000000024 -0.060129999999999996 -0.10607499999999999 0.089875000000000024 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 12 -12 13 14 15 -6 -15
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 16 -16 -17 -18
leaf_value=-0.00077197200755714827 0.00087124327089585529 -0.00074372700840935537 0.0005568179093920825 -0.00089726135735299691 0.00019077664199905673 -0.00083295135896862681 0.00092348216369006063 -0.00082654807340024712 -0.00067874249674101743 0.00097569781661340676 -0.0011996653520787439 0.00015983417366661413 -0.00039883673770943977 0.0010375655421641409 -0.00048075103333745684 0.00095253836904502572 0.00033051474947738192
leaf_weight=0.0012176163645970855 0.0011359144893549047 0.0012142787524153922 0.0013735065880959669 0.0010721780428643848 0.0013122930678686169 0.0011726449251623283 0.0014650828320994505 0.0012945329179038104 0.0010707529129879304 0.0010224552317767985 0.0011293224927957368 0.0015203738047793189 0.001151275026888901 0.0013355713184921569 0.0017708754590745335 0.0013931319255742203 0.0013880403834463121
leaf_count=457 39 202 160 54 69 103 161 300 106 67 72 89 426 86 614 55 61
internal_value=0 -6.6822e-05 -2.70943e-05 -6.86144e-05 -1.99157e-05 3.38666e-05 9.79822e-05 1.39279e-05 9.70206e-05 0.000166107 9.08613e-05 -0.000419596 0.000252821 0.000357022 0.000162191 0.000583038 0.00067723
internal_weight=0 0.0219039 0.0206897 0.0193161 0.018244 0.0170264 0.0158537 0.0143886 0.0130941 0.0120233 0.0110009 0.0026497 0.00835119 0.00719991 0.0044763 0.00270542 0.00272361
internal_count=3121 3082 2880 2720 2666 2209 2106 1945 1645 1539 1472 161 1311 885 738 124 147
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=13
num_cat=0
split_feature=43 3 48 2 52 159 1 0 0 0 4 49
split_gain=7.18012e-05 0.000100207 0.000125239 0.000224689 0.000185782 9.57336e-05 8.93718e-05 0.000125534 0.000293921 0.000189973 7.69783e-05 4.40489e-05
threshold=0.18116500000000002 0.16158000000000003 0.12796000000000005 0.11548000000000001 0.11434500000000002 0.089465000000000017 0.13436000000000001 -0.060129999999999996 0.15398500000000004 -0.10607499999999999 0.0061450000000000003 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 10 -1 -12
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00055084469985828546 -0.0023308583025513909 0.0028138376018725978 -0.0031581376217347358 0.0035283801147564355 -0.0037492388678299743 -0.0025091527269427314 -0.0020324551444097887 0.0045058075384089126 -0.0014827901250438857 -0.0027299640621304563 0.0035867459174552677 0.00089681839201143695
leaf_weight=0.0013933758897108949 0.0010482633428335183 0.0010743851613223285 0.0010116082328300866 0.0014625218184877728 0.0011413809788179139 0.0010237774814548526 0.0010754369205628863 0.0018212011874441615 0.0010845070547020885 0.0015724398561678919 0.0010023729729073949 0.0010173719292012606
leaf_count=133 208 148 74 273 363 223 34 205 34 1304 55 67
internal_value=0 0.000136242 -7.51921e-05 0.000172437 -0.000268472 0.000129194 0.000430428 0.000766075 0.00227066 -0.000110837 0.00109581 0.00223179
internal_weight=0 0.0146804 0.013606 0.0125944 0.0111319 0.00999048 0.00896671 0.00789127 0.00290571 0.00498556 0.00341312 0.00201974
internal_count=3121 2913 2765 2691 2418 2055 1832 1798 239 1559 255 122
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=16
num_cat=0
split_feature=124 133 42 50 3 133 4 16 1 47 52 1 16 0 3
split_gain=0.000261244 0.000233272 0.00021037 0.000224278 0.000207585 0.000294829 0.000189766 0.000260553 0.000210703 0.00027236 0.000234051 0.000148123 0.000189779 0.000366448 0.000104305
threshold=0.10281000000000001 0.10622000000000002 -0.098769999999999983 0.10647500000000001 -0.15447499999999995 0.083950000000000011 0.40473500000000007 -0.36241499999999999 0.12408500000000001 0.086380000000000012 -0.088204999999999992 0.09697500000000002 0.013515000000000001 -0.23001499999999997 0.11296500000000002
decision_type=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 -9 12 13 -12 -8
right_child=-2 -3 3 -5 5 -7 14 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00066710306933345418 0.00079000174322355835 -0.00078430229544562658 0.00057678676219889528 -0.00064010420404346025 -0.00076052021591117272 0.00072337586430339215 0.00063047929170671204 -0.00051589087322892653 0.00055072497860881556 -0.00075106911673808734 0.0003763260460168234 0.000702731112225903 0.00051962623060815738 -0.00078883009317134371 -3.3268052722145403e-05
leaf_weight=0.0011555852607540015 0.0010282115892651369 0.0010368148716433092 0.001979657044333112 0.0011731610605184841 0.0015037687673140595 0.0014117979482081546 0.0014574884139900374 0.0017164542069909609 0.0013418511115492757 0.0015242511479511694 0.0013891495223390385 0.0010688326818183436 0.0013800836590188714 0.0014045099255818472 0.0010566915522148834
leaf_count=185 39 431 157 254 99 450 100 221 61 161 36 75 68 691 93
internal_value=0 -4.07788e-05 -1.37352e-06 4.04192e-05 8.67426e-05 2.31486e-05 -4.82646e-05 -0.000136985 -4.15513e-05 -0.000135235 -3.47744e-07 0.000168445 3.16218e-05 -0.000209455 0.000351511
internal_weight=0 0.0206001 0.0195633 0.0184077 0.0172345 0.0152549 0.0138431 0.0113289 0.00982513 0.00848328 0.00695903 0.00524258 0.00417374 0.00279366 0.00251418
internal_count=3121 3082 2651 2466 2212 2055 1605 1412 1313 1252 1091 870 795 727 193
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=12
num_cat=0
split_feature=52 1 12 43 16 133 1 48 47 16 150
split_gain=7.39885e-05 0.000132683 0.000115773 7.93881e-05 0.000120785 8.93583e-05 0.000104539 0.000136658 0.000177847 0.000134031 6.74909e-05
threshold=-0.38533999999999996 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15273500000000004 0.083950000000000011 1.0000000180025095e-35 0.086035000000000014 1.0000000180025095e-35 -0.029084999999999996 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.0021508565200694645 0.0021796053596580506 0.0031308148022866425 -0.0027313685732189728 -0.0026347239626042518 -0.0027178036402397093 0.0025070716119857039 0.0036839016441282454 -0.0028459462661373034 -0.0019448600271849054 0.00031840235296370499 0.00024370143991865552
leaf_weight=0.0012040659069695722 0.0013868205350406069 0.0011017480020275696 0.0012060391057834375 0.0011075005278745297 0.0012345482070686151 0.0012196933663056022 0.0019809569644470039 0.0012849044296130985 0.0011377811743806254 0.0018009315666448998 0.0010040355116349708
leaf_count=334 135 159 107 708 142 742 304 131 98 213 48
internal_value=0 0.000152697 -9.28379e-05 0.000168915 -8.99875e-05 0.000250221 -8.07825e-05 0.000311594 0.00115013 0.00208125 -0.00149068
internal_weight=0 0.014465 0.0133632 0.0121572 0.0107704 0.0095358 0.00831611 0.00720861 0.00491967 0.00378189 0.00228894
internal_count=3121 2787 2628 2521 2386 2244 1502 794 615 517 179
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=18
num_cat=0
split_feature=133 12 14 48 484 3 15 0 15 49 42 47 133 15 43 2 4
split_gain=0.00031208 0.000219419 0.00035104 0.000190803 0.000259875 0.000287947 0.0002688 0.000260233 0.000279763 0.000448214 0.000203989 0.000192509 0.000235064 0.000212813 0.000243393 0.000215217 9.25804e-05
threshold=0.10622000000000002 0.12757000000000002 0.062655000000000016 0.12737000000000001 -0.068929999999999977 -0.12018999999999998 -0.03241999999999999 -0.10607499999999999 -0.095869999999999983 -0.068409999999999985 0.075730000000000006 0.13082500000000002 0.083950000000000011 -0.08730499999999998 -0.090299999999999991 0.096540000000000015 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 16 -10 -8 12 13 -9 -15 -16 -7
right_child=-2 -3 -4 -5 5 7 10 11 9 -11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00063392276119605745 -0.0007749662377953395 0.00070965116857429032 -0.00088860075318307301 -0.00049199262244303008 0.0010081930899260906 -0.00040570030777190545 0.00053849499005377565 3.9371811271704993e-05 -7.9554196815909434e-06 0.0011846340007338415 -0.00030923009061156834 0.00034740479190397062 0.00033102995923171624 -7.820228559571279e-05 -0.0014979678466075907 -0.00049984159494315312 0.00014323683077793444
leaf_weight=0.0011191118425093937 0.0011984809128425178 0.0010955584078870531 0.0010115531759518062 0.0014639219362919667 0.0015030515200633587 0.0012291121572801655 0.0016940757585004402 0.0013544047573026633 0.001511719753711338 0.0015014547455223185 0.001131809063227962 0.0012996850213990996 0.0010855440454545957 0.0010209387959567969 0.0010370559528487229 0.001028460774924328 0.0018245806130352538
leaf_count=321 435 68 89 66 78 71 112 242 74 88 29 15 370 110 706 144 103
internal_value=0 3.5264e-05 -2.28574e-07 4.51458e-05 8.80185e-05 0.000134932 0.00047994 1.90918e-05 0.000252081 0.000586308 0.000198968 -0.000187984 -0.000313895 -0.000471543 -0.000695744 -0.00100098 -7.77105e-05
internal_weight=0 0.021912 0.0208165 0.0198049 0.018341 0.0172219 0.00432894 0.012893 0.00606687 0.00301317 0.00282588 0.00682609 0.0055264 0.00444086 0.00308646 0.00206552 0.00305369
internal_count=3121 2686 2618 2529 2463 2142 219 1923 336 162 141 1587 1572 1202 960 850 174
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=12
num_cat=0
split_feature=41 484 15 0 48 0 16 3 3 52 16
split_gain=6.62572e-05 8.67838e-05 7.2813e-05 0.000133174 0.000135999 0.000104371 0.000108308 6.44082e-05 0.000140074 0.000152547 7.35203e-05
threshold=0.07831500000000001 0.085515000000000022 -0.03241999999999999 -0.18901999999999997 0.086665000000000006 -0.10224499999999999 -0.056919999999999991 0.10542000000000001 -0.016324999999999996 0.083680000000000018 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 9 -4 -9
right_child=-2 -3 7 4 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0011706689288290488 -0.0017686704058037818 0.0019171162028924864 -0.001914969380843571 -0.0015297216084146771 0.0032398349535770463 0.0029132038819916174 -0.00045097143594557097 0.0018705831072132982 -0.0033492654157278885 0.0014547605576260389 -0.0010122557627477357
leaf_weight=0.0019820788744233653 0.0011635098574543914 0.0014107479094065756 0.0016460551896824681 0.0011222785380196054 0.0013374163840133143 0.0011732692952376687 0.0010558126358121674 0.0010502698906644792 0.001234419277417298 0.0014829718767980851 0.001005560267623995
leaf_count=100 151 330 691 143 346 230 320 49 111 617 33
internal_value=0 0.000121361 -7.21714e-05 0.000485351 0.0011854 0.00036554 0.00131975 -0.000651544 -0.00117549 -0.000317919 0.000460511
internal_weight=0 0.0145009 0.0130901 0.00667086 0.00468878 0.00335136 0.00222908 0.00641928 0.00436345 0.00312903 0.00205583
internal_count=3121 2970 2640 1139 1039 693 550 1501 1419 1308 82
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=17
num_cat=0
split_feature=124 133 14 42 133 13 1 4 157 160 3 47 16 48 1 15
split_gain=0.000252761 0.000232872 0.000223194 0.000228561 0.000248371 0.000241259 0.000209301 0.000227434 0.000315275 0.000374604 0.000314436 0.000255105 0.000206058 0.000184214 0.000132679 5.24652e-05
threshold=0.10281000000000001 0.10622000000000002 0.076175000000000007 -0.093284999999999993 0.083950000000000011 0.10935500000000002 1.0000000180025095e-35 -0.17966999999999997 -0.06266999999999999 -1.0000000180025095e-35 -0.074084999999999998 0.092710000000000015 0.042200000000000008 0.086260000000000017 0.10708500000000001 -0.040804999999999994
decision_type=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 14 13 -5 15 -11 -12
right_child=-2 -3 -4 4 -6 -7 7 8 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00062618431988310005 0.0007620383269956526 -0.00078387527389386143 -0.00069417181715426986 -0.0010410887388778859 0.00069120587619448228 0.00055875039346295352 -0.00062256964631188488 0.00082395085257348625 -0.00076624998413101322 0.0010687895315601671 0.00070642391170771352 -0.00072996830296784547 -7.3269827751905165e-05 -0.00024186531074854123 0.00030235851971316776 0.00019260254203142988
leaf_weight=0.0012827710272764322 0.0010323891880053828 0.001070986704295041 0.001173679787314085 0.0010140288621687159 0.0015532148761234202 0.0018753725218935138 0.0012277564628151395 0.0013850660227495174 0.0013962407742447187 0.001000319869057434 0.0010263840726234376 0.0012078173300271722 0.0012974987017694388 0.0019408046303919235 0.0014055436611437599 0.0010302876733792113
leaf_count=229 39 431 87 607 524 87 163 141 185 182 69 73 89 82 62 71
internal_value=0 -5.32988e-05 -1.38152e-05 2.90168e-05 7.74302e-05 1.71203e-05 -5.57893e-05 3.21439e-05 0.000109491 -3.71181e-07 0.000140127 -8.2144e-05 -0.000497836 0.000113593 0.000621028 0.000449026
internal_weight=0 0.0208878 0.0198168 0.0186431 0.0173603 0.0158071 0.0139317 0.0116202 0.0103925 0.0090074 0.00761116 0.00520529 0.00231153 0.00399748 0.00240586 0.00205667
internal_count=3121 3082 2651 2564 2335 1811 1724 1028 865 724 539 295 696 222 244 140
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=18
num_cat=0
split_feature=1213 133 3 48 50 2 52 13 48 160 12 12 16 4 1 3 0
split_gain=0.000304707 0.000262535 0.000227593 0.000346944 0.000292587 0.00025056 0.000227659 0.00014492 0.000240341 0.00024566 0.000210576 0.000187519 0.000264962 0.000342369 0.000275285 0.000186478 0.000135144
threshold=-1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 0.11434500000000002 -0.084034999999999985 0.092475000000000016 0.086075000000000013 0.090840000000000018 -0.029094999999999999 0.41553500000000004 -0.033174999999999989 0.10612500000000001 0.013900000000000001 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 10 9 11 -2 -9 13 -13 15 -15 -16
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 14 16 -17 -18
leaf_value=-0.00095802369898450798 -2.4713267964768622e-05 -0.00080276270082553264 0.00069618330336121339 -0.00083498398457014348 -0.0006638899704539716 0.00081803953561799256 -0.0005754796255618566 -0.00055082435078036287 0.00084073179021957733 -0.0007420092741713258 0.0010416777623279971 -0.00065971011403523328 0.00094662161035444746 0.00023830917611035048 -0.00064634894425573321 0.0012230558014885017 0.00025132070826870456
leaf_weight=0.0010241843950732346 0.0010706967618444542 0.0011262790918095808 0.0017210547200986461 0.0013827111539903561 0.0014964350590529604 0.0016264597864458974 0.0014865686776728846 0.0012323873461273505 0.0011490030903768258 0.0012841014433729323 0.0012848938961544931 0.0016014841493611331 0.0012393590797559056 0.0012866340050381887 0.0010022609049542552 0.0011473702099422667 0.001120120710993433
leaf_count=491 269 373 149 64 379 207 175 79 85 147 43 299 112 170 22 35 22
internal_value=0 3.26937e-05 7.72222e-05 2.23413e-05 8.80972e-05 0.000156168 8.39428e-05 0.000156998 7.18324e-05 -1.72833e-05 0.000556966 9.05572e-05 0.000197412 4.6623e-05 0.000294886 0.000702511 -0.000172589
internal_weight=0 0.0222578 0.0211315 0.0194105 0.0180278 0.0165313 0.0149049 0.0134183 0.0110627 0.00991372 0.00235559 0.00862962 0.00739723 0.00615787 0.00455639 0.002434 0.00212238
internal_count=3121 2630 2257 2108 2044 1665 1458 1283 971 886 312 739 660 548 249 205 44
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=18
num_cat=0
split_feature=124 4 47 47 14 16 157 14 42 49 457 4 16 49 4 4 16
split_gain=0.000286977 0.000246716 0.000220709 0.000244693 0.000198409 0.000201175 0.000266534 0.00026059 0.000246865 0.000175616 0.000226842 0.000339462 0.000291505 0.000165604 0.000212231 8.18994e-05 4.24905e-05
threshold=0.10281000000000001 -0.49405499999999997 0.13148500000000005 0.11069000000000002 0.076175000000000007 0.25792000000000009 -0.08107499999999998 -0.10708499999999999 -1.0000000180025095e-35 0.094245000000000009 -0.0029299999999999994 0.181285 -0.097644999999999996 -0.047584999999999995 -0.083854999999999985 0.024790000000000003 -0.52595999999999987
decision_type=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 -3 -8 -9 10 -10 12 -12 -14 -15 -16 -13
right_child=-2 2 -4 -5 -6 -7 7 8 9 -11 11 16 13 14 15 -17 -18
leaf_value=-0.00059748863685879343 0.0007120054132191356 0.00071154170944032072 -0.00065886963054660036 0.00068808036101994949 -0.00057898540261563263 -0.0005954088340233202 -0.00057216444402260385 -0.0005828111423352892 -0.00053893382907883565 0.00068984655502064341 -0.00062035055274841722 0.000476515363890273 0.0005283195016254639 0.0004109436184167046 -0.0006089964058268128 -4.4799068833082601e-05 0.00089974423519766208
leaf_weight=0.0016305255750586013 0.0010942540452651408 0.0012722365006573597 0.0010424201419661485 0.0011264408581094084 0.0012205789178905127 0.0010182057351785121 0.0014381802684159126 0.0010722017076040232 0.0010929486258206148 0.0011440616560902403 0.0012725906784347161 0.0010010409989185121 0.0017171102655193504 0.0014566363725001521 0.0010177128021135323 0.0011784576232329869 0.0010130109446067868
leaf_count=154 39 246 59 99 101 241 108 671 141 101 122 64 149 94 581 24 127
internal_value=0 -5.35382e-05 -7.06303e-06 3.05979e-05 -1.31867e-05 3.08164e-05 7.42627e-05 1.37754e-05 8.42001e-05 0.000149851 8.64848e-05 0.000165448 6.58617e-06 0.000155161 -2.02534e-05 -0.00030625 0.000689387
internal_weight=0 0.0207144 0.0190838 0.0180414 0.016915 0.0156944 0.0146762 0.013404 0.0119658 0.0108936 0.00974951 0.00865656 0.00664251 0.00536992 0.00365281 0.00219617 0.00201405
internal_count=3121 3082 2928 2869 2770 2669 2428 2182 2074 1403 1302 1161 970 848 699 605 191
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=16
num_cat=0
split_feature=124 133 50 159 52 12 39 457 12 16 2 151 13 2 13
split_gain=0.000292677 0.000236773 0.000228567 0.000204483 0.000167535 0.000227947 0.000231916 0.000262962 0.000227321 0.000211643 0.000288705 0.00030755 0.000167254 0.000195878 0.000363575
threshold=0.10281000000000001 0.10622000000000002 0.10647500000000001 -0.026354999999999996 0.10473500000000001 0.097825000000000009 0.093225000000000016 -0.0029299999999999994 0.11650500000000001 -0.071854999999999988 0.089885000000000007 -0.0096649999999999982 0.05868000000000001 0.097220000000000015 -0.020934999999999999
decision_type=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 -9 -12 13 14 -11
right_child=-2 -3 -4 4 -6 8 -8 9 -10 12 11 -13 -14 -15 -16
leaf_value=0.00066673601186012944 0.00080478885662479071 -0.00078654207543909333 -0.000687281610015957 -0.00073611695593337964 -0.00055678911948860415 0.00083463678091949653 -0.0007683140474856662 -0.00020003522599413158 -4.4252339715527569e-05 -0.0011828574574956423 9.6492961961319053e-06 0.0011003604487904279 0.00040895007406568744 0.0001730868047577636 -4.5370930038563213e-05
leaf_weight=0.0012041769700209598 0.0010623162048459525 0.0010155278039289456 0.0011461743084457956 0.0010614594271127495 0.0012695771137561365 0.0016019967674868749 0.0010380306963619747 0.0014688423599440014 0.001347408437084141 0.0011426443178727836 0.0010630460851218659 0.0016267309574483496 0.0012650075764990554 0.0018015611738276538 0.001799051708072541
leaf_count=205 39 431 274 157 209 188 109 503 63 298 67 149 96 179 154
internal_value=0 -4.48124e-05 -4.82202e-06 3.93972e-05 -6.42691e-06 3.94943e-05 -5.51526e-05 1.07773e-05 0.000433124 8.87557e-05 0.000362242 0.000669293 -0.000100538 -0.000236416 -0.000487205
internal_weight=0 0.0198512 0.0188357 0.0176895 0.0164854 0.0152158 0.0122664 0.0112283 0.00294941 0.0101669 0.00415862 0.00268978 0.00600826 0.00474326 0.0029417
internal_count=3121 3082 2651 2377 2172 1963 1712 1603 251 1446 719 216 727 631 452
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=13
num_cat=0
split_feature=14 147 11 3 16 0 12 43 3 3 2 42
split_gain=7.62223e-05 9.20601e-05 0.000134758 0.000136161 0.000116625 0.000117972 0.000298946 0.000146295 0.000119827 0.000103464 9.82398e-05 7.38403e-05
threshold=0.057600000000000005 0.089025000000000007 0.08765000000000002 -0.12018999999999998 -0.29154999999999992 -0.053834999999999994 -1.0000000180025095e-35 -0.050459999999999998 -0.077774999999999983 0.090900000000000009 0.11215000000000001 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 7 -7 8 -6 -9 -11 -1
right_child=-2 -3 -4 4 5 6 -8 9 -10 10 -12 -13
leaf_value=0.0033152379359596253 -0.0021287029880264173 0.0024350201695357509 -0.00281272968692408 -0.0023116664202728222 0.00058580775323902284 0.0022836608156768376 -0.003029430527985922 -0.0016263765438566367 0.0043339768923789639 0.0024790844819477221 -0.00070098353651597072 0.00043417549054026175
leaf_weight=0.0011802366122086747 0.0010093053897752826 0.0010089422195125328 0.0010244805770991414 0.0014230561267769533 0.0010958171412739984 0.0010194942800372253 0.001917969440840407 0.0017090457230542182 0.0010497086724287298 0.0012428455014301676 0.0012003706224104072 0.0010626134248088448
leaf_count=99 107 118 112 256 710 79 207 950 294 59 75 55
internal_value=0 0.000122468 -4.50816e-05 0.000174697 -0.000198937 0.000126613 -0.00118544 0.000738589 0.00241962 -0.000130019 0.000916693 0.00195025
internal_weight=0 0.0149346 0.0139256 0.0129012 0.0106583 0.00923525 0.00293746 0.00629779 0.00214553 0.00415226 0.00244322 0.00224285
internal_count=3121 3014 2896 2784 2630 2374 286 2088 1004 1084 134 154
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=12
num_cat=0
split_feature=484 4 150 42 3 15 12 1 42 4 16
split_gain=7.18387e-05 8.92821e-05 9.38656e-05 8.43246e-05 0.000140034 0.000270126 0.0001902 0.00015053 0.000108592 8.27315e-05 6.60776e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.089910000000000018 0.092620000000000022 0.095270000000000007 -0.016799999999999995 0.084100000000000022 0.094385000000000011 0.082810000000000009 -0.080364999999999978 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 9 -8 -2 -3
right_child=1 10 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0020265266161935067 0.0029960569262522324 0.00039342898888903254 -0.0020684312861770845 -0.0016534749785651103 -0.0043038875569574152 0.0009029746548115771 -0.0025295658783908602 0.0050063521727861026 0.0011914661523853797 -5.6086123028507844e-06 0.0029143528314656149
leaf_weight=0.001125950046484951 0.0010826287099394705 0.0017296875858715359 0.0015621221365906832 0.001572423496014338 0.0010871478383629452 0.001800862219657251 0.0011311586212759527 0.0010236954005585774 0.0010101309051169932 0.0014771584196524561 0.0011970294860681506
leaf_count=503 92 113 195 405 60 78 758 111 404 157 245
internal_value=0 0.000135453 -0.000185695 0.000103063 0.000423752 -0.00105707 0.00117079 0.00233301 -0.000774208 0.00126391 0.00142449
internal_weight=0 0.014674 0.0117473 0.0101852 0.00861278 0.00288801 0.00572477 0.00358348 0.00214129 0.00255979 0.00292672
internal_count=3121 2618 2260 2065 1660 138 1522 360 1162 249 358
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=13
num_cat=0
split_feature=52 1 52 2 48 12 49 1 12 52 4 0
split_gain=5.93072e-05 0.000118053 9.09692e-05 0.000177229 0.0001264 0.00017705 0.000117573 0.000103303 0.00012715 0.000136612 9.63349e-05 4.36067e-05
threshold=-0.38533999999999996 0.13686500000000004 -0.081429999999999989 0.092120000000000021 -0.064549999999999982 0.095330000000000012 -0.0020949999999999996 0.111945 0.089410000000000003 0.089325000000000015 -0.0016099999999999997 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 8 9 10 -8 -7
right_child=1 -3 4 -5 5 11 7 -9 -10 -11 -12 -13
leaf_value=-0.0017926837809796648 -0.0007212232803932955 0.0027202050519959916 0.0023182228965188357 0.0037466605524272552 -0.0020665281400398931 -0.0012711302941566624 0.0020686497310139509 0.002572582992157635 0.0023673950062503345 -0.0030237314671516025 -0.0013477039324285033 -0.0034992776524829729
leaf_weight=0.0011827139322005383 0.0012973541748570643 0.001104510360688561 0.0010482377407605723 0.0011304078898648484 0.0015627806913221399 0.0010016736074665716 0.0011256941718469655 0.0012598201374889109 0.0010904317446566239 0.0012661574528190639 0.0011206523225345266 0.0014815076577726211
leaf_count=334 263 159 104 148 271 315 469 131 401 241 147 138
internal_value=0 0.000128332 -8.55498e-05 0.0013591 -0.000405645 -0.000693801 -5.61867e-05 0.000479691 -9.31314e-05 -0.000856984 0.000364307 -0.00260048
internal_weight=0 0.0144892 0.0133847 0.00242776 0.010957 0.00990872 0.00742554 0.00586276 0.00460294 0.0035125 0.00224635 0.00248318
internal_count=3121 2787 2628 411 2217 2113 1660 1389 1258 857 616 453
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=12
num_cat=0
split_feature=484 15 42 1 16 15 3 2 47 150 47
split_gain=6.55315e-05 9.04123e-05 0.000215588 0.000110162 0.000205703 0.000156767 0.000143321 0.000152615 0.000128873 0.00010811 0.000177206
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.081660000000000024 1.0000000180025095e-35 0.19444000000000003 -0.016799999999999995 0.097915000000000016 0.099515000000000006 0.086785000000000015 0.087170000000000011 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 9 -8 10 -5
right_child=1 2 -4 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0016929018543674699 -0.0024679993585409571 -0.0025897427727522926 0.0015101053850756743 0.0034419928851617643 0.0012916023269126046 0.0031699605841222982 0.00070571489957018914 0.0035435104993917642 -0.0027738826221089617 -0.0011675572049767925 -0.00027800460439577251
leaf_weight=0.0011118415462332268 0.0016716883374078033 0.0017484645843381811 0.0010637289057711594 0.001140493245478688 0.0013617179906415828 0.0012430379650510961 0.0010455037681238455 0.0010280856660574589 0.0011554117626104699 0.0014031630776343285 0.0015683039353262956
leaf_count=503 456 570 513 126 164 201 126 192 63 75 132
internal_value=0 0.000116352 -0.00103895 0.000396012 -0.000780287 0.000811692 0.000412369 0.00106893 -0.00112096 0.000450223 0.00128824
internal_weight=0 0.0144296 0.00281219 0.0116174 0.00303341 0.008584 0.00734096 0.00514005 0.00220092 0.00411196 0.0027088
internal_count=3121 2618 1083 1535 620 915 714 525 189 333 258
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=19
num_cat=0
split_feature=1213 2 14 160 4 0 457 14 0 52 48 47 51 43 1 42 3 16
split_gain=0.000252713 0.000256065 0.000266819 0.000256107 0.000209574 0.000199338 0.000397361 0.00024276 0.000353928 0.000677795 0.000296818 0.000318901 0.00039756 0.00022608 0.00019084 0.000182502 0.000155326 0.000120087
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 -0.22361499999999998 -0.49405499999999997 -0.019414999999999998 -0.0029299999999999994 -0.10708499999999999 -0.10607499999999999 0.083680000000000018 0.11865500000000002 0.09585500000000001 0.087505000000000013 0.084740000000000024 0.089770000000000016 0.090690000000000007 -1.0000000180025095e-35 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 10 15 11 12 14 17 -9 16 -10 -7
right_child=1 -3 -4 4 5 13 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00077512515119510948 -0.00066587610983137417 0.00075956891633922831 -0.00074303304656345311 -0.0004363974638500732 -0.00081435300688726753 0.0011062212956782962 -0.00051325065614825382 0.00067641250341978084 -0.001180041903847072 0.00077314833468409292 -0.00030596148202443067 -0.0001510306879974529 1.3113978462927197e-05 -7.8986522631108525e-06 0.0014708831566490842 4.2084501579062598e-05 -0.00037788474270101857 0.0003720735866018559
leaf_weight=0.0010058251793628311 0.0012173941031754917 0.0010577359821876573 0.0011532846113830866 0.0017992324569000529 0.0012106635442555571 0.0011380845696220632 0.0013158926240059996 0.0013808019568990436 0.0010691478709268995 0.0014002060028897451 0.0010761284641347402 0.0010994450144545809 0.0011360178569894686 0.0015840972409044696 0.0015164163101223371 0.0010027609633260978 0.001253519129485129 0.0010010124557098266
leaf_count=491 267 138 83 139 207 84 76 67 612 358 32 31 43 28 117 259 46 43
internal_value=0 1.70357e-05 -1.97443e-05 2.1549e-05 6.5633e-05 0.000118197 3.06225e-05 0.000114129 0.00018963 -0.000129201 0.000432298 0.000587083 0.00078829 0.000434818 0.00109224 -0.000509145 -0.000747126 0.000762669
internal_weight=0 0.0224118 0.0213541 0.0202008 0.0189834 0.0171842 0.013461 0.0122503 0.0109344 0.00472563 0.00620881 0.00513268 0.00403324 0.00372319 0.00289722 0.00332543 0.00232267 0.0021391
internal_count=3121 2630 2492 2409 2142 2003 1848 1641 1565 1275 290 258 227 155 184 917 658 127
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=12
num_cat=0
split_feature=41 2 457 15 52 52 133 2 0 2 3
split_gain=6.88696e-05 7.63017e-05 9.07266e-05 8.92744e-05 7.51888e-05 0.000171961 0.000213262 0.000167604 0.000215269 0.000141133 0.000136052
threshold=0.07831500000000001 -1.0000000180025095e-35 -0.0029299999999999994 0.084050000000000014 0.17829500000000004 0.10744000000000002 0.084415000000000018 0.11215000000000001 -0.13027499999999997 0.083995000000000014 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 10 -10 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0016141293508197927 -0.0017993074733111127 -0.002273464066759154 0.0013135179352229548 -0.0017006561052344889 -0.001489712853593822 0.0035439921398878692 -0.0030572388097997749 -0.0015688503156286292 -0.0015220078751643112 0.0015959503721155455 0.0051457791247820125
leaf_weight=0.0017661313890771245 0.0011602522381080069 0.0010050917541159802 0.0011018476376756297 0.0013868070310353317 0.0011340232550452059 0.0010170535332603989 0.0010093769528295377 0.001502171831236819 0.0016193068137083846 0.00175855185430796 0.0010511894557225787
leaf_count=177 151 241 79 1021 178 75 363 239 213 338 46
internal_value=0 0.000130868 -7.728e-05 0.000113333 0.000360123 0.000591676 0.000218324 0.000688429 0.0013015 0.000101237 0.00318456
internal_weight=0 0.0143516 0.0125854 0.0115803 0.0101935 0.0090595 0.00804244 0.00703307 0.0055309 0.00337786 0.00215304
internal_count=3121 2970 2793 2552 1531 1353 1278 915 676 551 125
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=17
num_cat=0
split_feature=124 133 50 42 133 159 42 15 13 16 15 16 49 2 2 4
split_gain=0.000341802 0.000202223 0.000230879 0.000239421 0.00023323 0.000237127 0.000236327 0.00020625 0.000213811 0.000463629 0.000296847 0.000322422 0.000197066 0.000229331 0.000181138 0.000133259
threshold=0.10281000000000001 0.10622000000000002 0.10647500000000001 -0.093284999999999993 0.083950000000000011 -0.026354999999999996 0.097315000000000026 -0.24436499999999997 0.11596500000000001 0.22339500000000004 0.035560000000000008 -0.013324999999999998 -0.043469999999999995 0.090675000000000019 0.089125000000000024 0.24564500000000003
decision_type=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 -7 9 10 11 12 13 -9 -13 -14
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 14 15 -15 -16 -17
leaf_value=-0.00061888428262803674 0.00084829880855319764 -0.00073516230748137514 -0.00069968549320790477 0.00067298926773647603 0.00065702374417794026 0.00039013576447826379 0.00051770180957176181 -0.00036679741411319489 0.00047209820422534541 -0.0011332430273343806 -0.00084972230813208183 3.060807381157941e-05 -0.00076477933602969814 0.00063418007298153708 0.0009157315302687107 -7.2666099381870435e-05
leaf_weight=0.0013013592719369185 0.0010453926101638969 0.0010028703968836599 0.0011333856707188275 0.0011976022042241583 0.0014731350518239371 0.0016676535825905685 0.0015882792812313773 0.0011366178723131197 0.0010394668386490844 0.0012783951911542165 0.0011893692966544606 0.0010989766732526392 0.0017562640680328203 0.0010548450037692891 0.0011117380943594934 0.0010701486600788179
leaf_count=214 39 431 274 143 455 121 149 44 34 229 514 120 136 67 89 62
internal_value=0 -5.84455e-05 -2.29085e-05 1.97911e-05 6.96724e-05 1.27083e-05 -4.38074e-05 -0.000115709 -0.000194285 -0.000265723 -0.000133976 -1.62097e-05 -0.00023294 0.000115016 0.000475725 -0.000502728
internal_weight=0 0.0201001 0.0190972 0.0179639 0.0166625 0.0151894 0.0139918 0.0124035 0.0107358 0.00969635 0.00841796 0.00722859 0.00501788 0.00219146 0.00221071 0.00282641
internal_count=3121 3082 2651 2377 2163 1708 1565 1416 1295 1261 1032 518 309 111 209 198
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=12
num_cat=0
split_feature=1 42 13 16 0 2 151 52 3 2 3
split_gain=6.17985e-05 0.000122489 0.000135732 0.000121802 9.35972e-05 9.34993e-05 0.000207478 0.000176417 0.000113887 8.41338e-05 0.000171528
threshold=0.12337000000000002 0.092620000000000022 0.10935500000000002 0.22339500000000004 -0.053834999999999994 0.089885000000000007 -0.0083949999999999979 0.089325000000000015 0.099930000000000005 0.083215000000000011 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 9 -7 8 -8 10 -1
right_child=4 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0023157410267083162 0.0021505356049045152 -0.0020245885449610497 0.0021605485440084901 -0.0024667890614711906 -0.00029642563339411055 -0.0016898319106068297 0.0040991569497350454 -0.00089961814705026772 0.0010572061998801927 -0.002432588778813082 0.0014792455333576357
leaf_weight=0.0010096570758070522 0.0014879468698702266 0.0016429316426689817 0.0013125309880898115 0.0010919254286315553 0.001616373350867094 0.0013242940429312733 0.001245973342813185 0.0010010129789799066 0.0011950537694196406 0.0011150909937328625 0.0014211855048584521
leaf_count=302 173 541 157 281 121 170 221 193 51 756 155
internal_value=0 -0.000234627 3.97838e-05 -0.000256209 0.000876439 3.41802e-05 0.000678193 0.00158927 0.00260991 -0.000831482 -9.70125e-05
internal_weight=0 0.0123597 0.0107167 0.00940419 0.00310432 0.00831227 0.00476633 0.00344204 0.00244103 0.00354593 0.00243084
internal_count=3121 2827 2286 2129 294 1848 635 465 272 1213 457
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=11
num_cat=0
split_feature=4 12 0 52 4 15 1 52 151 3
split_gain=6.27717e-05 8.9314e-05 9.958e-05 8.45267e-05 0.000107515 0.000100131 9.07157e-05 0.000112652 5.77449e-05 9.53103e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.088204999999999992 0.053925000000000008 0.079055000000000014 0.094385000000000011 -0.065544999999999978 -0.00099499999999999979 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -2 -10
right_child=8 -3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.0017009685333551556 -0.00057305851119507454 -0.0019349591767520711 0.0014857797230392138 0.0017813748265624605 -0.0020120692818558789 -0.0015341279160599368 0.0023739878577406989 -0.0015791706396114955 -0.00041888561594626662 0.0023556063388416554
leaf_weight=0.0019860198618078294 0.0012082309929006829 0.0015337329745305885 0.0018702617691701571 0.0010569771397709316 0.0011047526088660761 0.0010021087296708184 0.0016279370655683523 0.001083950702552852 0.0010496764207952314 0.0018089824564148033
leaf_count=460 98 404 148 69 170 869 166 409 62 266
internal_value=0 -0.000292164 -3.32644e-05 -0.000394636 4.691e-05 0.000523681 0.00107083 7.99323e-05 0.000769426 0.00133684
internal_weight=0 0.0112657 0.00973201 0.00786175 0.00587573 0.00477097 0.00376886 0.00214093 0.00406689 0.00285866
internal_count=3121 2695 2291 2143 1683 1513 644 478 426 328
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=11
num_cat=0
split_feature=48 48 51 1 151 4 13 12 12 0
split_gain=5.93635e-05 0.000128214 0.000233204 0.000120909 0.000132746 0.000106742 0.000136884 9.65779e-05 6.39643e-05 5.57124e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 -0.016164999999999995 -0.0029599999999999995 0.0076650000000000008 0.051320000000000005 0.084100000000000022 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -5 -6 -7
right_child=-2 -3 -4 7 5 9 -8 -9 -10 -11
leaf_value=0.0017142757448595464 -0.0017345405514588429 0.0021933302057698073 -0.0031168195646953645 0.0033009638662887058 0.0023485059888077491 -0.0034145050313995084 -0.0019654545667811565 0.00047209053774243819 -8.572557927143633e-05 -0.0010137169196378878
leaf_weight=0.0016301401836888198 0.0011176066392060988 0.0016069080418208729 0.0014098863382441046 0.0011729197109964758 0.0012202013250000067 0.0010514657852404019 0.0013963895460153905 0.0019270828342867752 0.001401004221108719 0.0013134977748739118
leaf_count=347 90 263 286 209 186 109 245 114 917 355
internal_value=0 0.00012636 -0.000138875 0.000238942 -0.000265358 -0.000770967 2.50899e-07 0.00154243 0.00104744 -0.00208111
internal_weight=0 0.0141295 0.0125226 0.0111127 0.0080127 0.00638256 0.0040176 0.0031 0.00262121 0.00236496
internal_count=3121 3031 2768 2482 2159 1812 1348 323 1103 464
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=20
num_cat=0
split_feature=124 133 158 50 48 39 2 52 0 0 12 0 52 4 49 52 12 15 4
split_gain=0.00033121 0.000190636 0.000215279 0.00023112 0.000229673 0.000312673 0.000311878 0.000278949 0.000288163 0.000331352 0.000315974 0.000270556 0.000209944 0.000180848 0.000169071 0.000155863 9.93073e-05 8.86867e-05 7.30217e-05
threshold=0.10281000000000001 0.10622000000000002 0.085900000000000018 0.10114000000000002 0.12879500000000002 0.093225000000000016 0.11510000000000002 0.11434500000000002 -0.060129999999999996 -0.10607499999999999 0.092200000000000018 -0.23091999999999999 -0.081429999999999989 -0.49013999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082480000000000012 -0.036009999999999993 -0.14098499999999997
decision_type=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 7 8 9 10 11 -1 -13 -10 -15 -14 -11 -8 -16
right_child=-2 -3 -4 -5 -6 -7 17 -9 13 16 -12 12 15 14 18 -17 -18 -19 -20
leaf_value=0.00067946359523857799 0.0008108778668509196 -0.00069910670364452547 -0.00070614649348727594 -0.00064807669409500232 -0.00065446823007128479 -0.00073087645421884601 0.0010594685853946724 -0.00059766284991078899 -0.00012377561130473211 -0.00021725199296065926 0.00087435486750302594 0.00026482263078225348 -0.00099401229719215897 7.4914081215643634e-05 0.0011081289779879622 -0.00015246935618825599 -0.00090099017980572441 0.00040377532216829951 0.00059310576012090515
leaf_weight=0.0010177425331860945 0.001158261682789429 0.0010843282881320892 0.0010801050570048007 0.0012184243710007528 0.0010514331362045928 0.001046597512512514 0.0010305869716172866 0.0013823635877569249 0.0010956120248195589 0.001011975474421418 0.0012028405183444058 0.0012730821764410649 0.001013574200833034 0.0010956691496737392 0.0011614770801331442 0.0011898238094458736 0.0011052172258412506 0.001021433722515174 0.001667565194569458
leaf_count=39 39 431 291 301 44 103 146 171 128 103 39 63 46 27 35 62 911 83 59
internal_value=0 -5.45734e-05 -2.07545e-05 1.70438e-05 6.11664e-05 0.000104621 0.000158369 7.54172e-05 0.000147912 -4.14871e-05 0.000156476 -3.56584e-05 -0.000245011 0.000442716 0.000600857 -0.000539583 -0.000574177 0.000733084 0.000804551
internal_weight=0 0.0217499 0.0206655 0.0195854 0.018367 0.0173156 0.016269 0.0142169 0.0128346 0.00781426 0.00569706 0.00449422 0.00347648 0.00502032 0.00392471 0.0022034 0.00211719 0.00205202 0.00282904
internal_count=3121 3082 2651 2360 2059 2015 1912 1683 1512 1263 249 210 171 249 121 108 1014 229 94
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=16
num_cat=0
split_feature=124 14 123 133 12 3 160 3 159 48 4 16 51 3 3
split_gain=0.000203744 0.000142101 0.000170585 0.000235947 0.000272224 0.00026839 0.000169682 0.00016295 0.00020881 0.000226022 0.000197287 0.000174864 0.000348454 0.000164478 0.000154365
threshold=0.10093000000000002 0.076175000000000007 1.0000000180025095e-35 0.099660000000000012 -0.015429999999999998 -0.20241999999999996 -0.098904999999999979 0.14121000000000003 0.091005000000000016 0.085700000000000012 0.0061450000000000003 -0.083539999999999989 -0.090529999999999985 -0.0087149999999999988 -0.074479999999999977
decision_type=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 11 -11 14 -13 -14 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10 10 -12 12 13 -15 -16
leaf_value=-0.00076178802531977384 0.00068151633876378619 -0.00059792426535799968 0.00051096153557756059 -0.00077024275007103553 0.00071006771750545576 -0.00063089956449459091 0.00078244023590521704 0.0005904172512328134 -0.00069179172685168049 -0.00077076986845314754 2.4407325614643028e-05 0.00074628190880482871 -0.00072630066914205907 7.1990138320511532e-05 1.6502667263790671e-05
leaf_weight=0.0011080983674183449 0.0010045671817573145 0.0010978774137493366 0.0014203692505186096 0.0010825880565860707 0.0013821444159125536 0.0010429953433268102 0.0018207548459793985 0.0011733733032799351 0.0010635487498999912 0.0013020776001853029 0.001920268539256198 0.001058107987582207 0.001290072194644055 0.0012774395167163268 0.001021467141618426
leaf_count=136 45 101 233 432 122 318 363 81 172 160 80 150 612 43 73
internal_value=0 -4.71578e-05 -1.34962e-05 -5.85259e-05 -8.68899e-06 4.94557e-05 -2.09416e-05 3.23977e-05 -2.84896e-05 4.43113e-05 -0.000296906 0.000214309 -1.5272e-05 -0.000329119 0.00050717
internal_weight=0 0.0190612 0.0179633 0.0165429 0.0154603 0.0143522 0.0129701 0.0119271 0.0107537 0.00969019 0.00322235 0.00646784 0.00362562 0.00256751 0.00284222
internal_count=3121 3076 2975 2742 2310 2174 2052 1734 1653 1481 240 1241 805 655 436
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=12
num_cat=0
split_feature=14 148 11 3 376 0 43 3 0 160 3
split_gain=5.83695e-05 8.82221e-05 0.0001217 0.000119864 0.000107444 0.00015343 9.7307e-05 9.11157e-05 0.000119527 7.51799e-05 6.22927e-05
threshold=0.054835000000000009 -0.043434999999999994 0.081005000000000008 -0.12018999999999998 0.048375000000000008 -0.053834999999999994 -0.070064999999999975 0.13524500000000003 -0.15350499999999997 0.086870000000000017 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 10 8 9 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0020175350933777335 -0.0016495885935703225 0.0017921203451411552 -0.0022047452641280082 0.00018231012541175195 0.0018197032165113934 -0.0021829063382367811 0.0014008739848184676 0.0011933056260848042 -0.0025020035325661067 -0.0012451566710393336 0.00259816733550494
leaf_weight=0.0011037747864786071 0.001005157427456215 0.0018774794649856234 0.0011871200877813246 0.0011144706313516856 0.0012155544886914586 0.0019059771409029288 0.0010503520693134804 0.0012198191819327853 0.0015661988410434697 0.0010787837425141333 0.0010069458502140168
leaf_count=148 110 110 146 665 150 271 65 117 1057 33 249
internal_value=0 0.000105412 -5.42036e-05 0.000157913 -0.00014413 -0.000411073 6.8859e-05 -0.000475033 -0.00102575 6.01916e-05 0.00132901
internal_weight=0 0.0143265 0.0132227 0.0120356 0.0101581 0.00894255 0.00703657 0.00491515 0.00369533 0.00212914 0.00212142
internal_count=3121 3011 2863 2717 2607 2457 2186 1272 1155 98 914
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=17
num_cat=0
split_feature=124 52 38 39 457 484 52 133 160 51 15 42 2 13 15 16
split_gain=0.00027245 0.000156093 0.000169351 0.000245863 0.000243794 0.000335254 0.000219495 0.000190778 0.000173791 0.000177907 0.00018877 0.000535483 0.000182034 0.000212662 0.000149474 0.000433832
threshold=0.10281000000000001 -0.28430999999999995 1.0000000180025095e-35 0.085220000000000004 0.088350000000000026 -0.0068949999999999992 -0.090859999999999982 0.08622500000000001 -0.098904999999999979 -0.076794999999999988 1.0000000180025095e-35 0.081660000000000024 0.097845000000000015 -0.11122999999999998 -0.11713499999999999 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 -10 12 -12 14 -14 -11 -16
right_child=-2 2 -4 -5 -6 6 7 -9 9 10 11 -13 13 -15 15 -17
leaf_value=-0.00060180501848609673 0.00079081086523271845 -0.00096509849637107506 -0.00063526127546136642 0.0007083457729918747 0.00054154615178459494 0.00056235851196416811 -0.00063887668287288598 -0.00075776548663425414 -0.00057381386161557159 -0.00043340477467270497 -0.0009750265231429062 0.00053538622873290707 0.0011124847674067408 0.00020455252821742365 0.00097893340612179762 -0.00032982721009902275
leaf_weight=0.0012081372235232283 0.0010008744490439528 0.0010266070331651543 0.0010383754662299785 0.0012023417641305245 0.0016603021664357001 0.0013937202355434027 0.0010833948250039077 0.0010013780461939426 0.0010945095451926354 0.0012437006197510425 0.0012744262897695091 0.0010770526858872032 0.0010339430122986437 0.0016905512164728659 0.0011044874211911804 0.0014658260402376257
leaf_count=338 39 431 57 237 126 152 247 440 104 62 375 220 62 110 37 84
internal_value=0 -5.27125e-05 -1.66409e-05 2.0378e-05 -3.08404e-05 -9.64278e-05 -3.01882e-05 -9.86135e-05 -3.89761e-05 2.61177e-05 9.99795e-05 -0.000283209 0.000237788 0.000549112 1.5397e-05 0.000232559
internal_weight=0 0.0195988 0.0183906 0.0173522 0.0161499 0.0144896 0.013463 0.0120693 0.0110679 0.0099845 0.00888999 0.00235148 0.00653851 0.00272449 0.00381401 0.00257031
internal_count=3121 3082 2744 2687 2450 2324 1893 1741 1301 1054 950 595 355 172 183 121
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=12
num_cat=0
split_feature=484 1 150 42 0 15 49 42 2 43 0
split_gain=5.88392e-05 7.85299e-05 0.000100639 0.000104462 0.000101316 0.000222573 0.000142994 0.00021362 0.000122374 8.11391e-05 4.64137e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11456000000000001 -1.0000000180025095e-35 -0.062294999999999996 -1.0000000180025095e-35 -0.026779999999999995 0.084050000000000014 0.11215000000000001 -0.053764999999999993 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 8 10 -7 -8
right_child=1 -3 -4 4 5 9 7 -9 -10 -11 -12
leaf_value=-0.0017007388849692867 -0.0017433309580018488 0.0018090378105913958 -0.0021817632932740771 0.0016808141090935412 0.0043642374713163965 0.0018875832775512649 0.0024169684771245836 -0.003485404537132729 -0.0019345290856635938 -0.00077093056652192081 0.0001595715210891336
leaf_weight=0.0011091432749555279 0.0014790438344429871 0.0014393431078541458 0.0011870474337004619 0.0017376439536896972 0.0010626323656083847 0.0010943454035475253 0.0010056517521572772 0.0013087637632224584 0.0010666079236720805 0.0017058567637850929 0.0011157153144273346
leaf_count=503 777 162 107 206 124 60 80 736 67 176 123
internal_value=0 0.000121669 -6.86187e-05 0.000148066 0.000425119 0.00139487 -0.000175741 -0.000893156 0.000171043 0.000268042 0.00122971
internal_weight=0 0.0142027 0.0127633 0.0115763 0.0100972 0.00386283 0.00623438 0.00449674 0.00318797 0.0028002 0.00212137
internal_count=3121 2618 2456 2349 1572 360 1212 1006 270 236 203
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=11
num_cat=0
split_feature=4 12 12 12 16 4 1 151 1 4
split_gain=6.97922e-05 7.51662e-05 9.05487e-05 0.000188308 0.000138912 0.000100042 0.000105108 6.26732e-05 8.13721e-05 3.45019e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 0.23311500000000004 0.0061450000000000003 0.096860000000000016 -0.00099499999999999979 0.111945 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -2 -9 -1
right_child=7 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0029857401726824302 -0.00055014236143651396 -0.0017592306174310437 0.0012843605603776343 -0.002683736266858324 0.0023984089429737203 0.00088079347941872395 0.00059353873164485213 -0.00021606600271406424 0.0022742702290347826 -0.0011587383023291052
leaf_weight=0.0010395173832402627 0.0012126480095167036 0.0015031443706404668 0.0019595330275176698 0.0014632202660061766 0.0010956297741870902 0.0019774559982820294 0.0011239761740028942 0.0010241330610556432 0.0017815238446672833 0.0010100820833338648
leaf_count=65 98 404 618 1144 93 121 170 91 237 80
internal_value=0 -0.000294655 -6.69821e-05 -0.000410438 0.000122061 -0.000362121 -0.00113658 0.000787212 0.00136524 -0.00208536
internal_weight=0 0.0111726 0.00966941 0.00770988 0.00624666 0.00515103 0.00317358 0.0040183 0.00280566 0.0020496
internal_count=3121 2695 2291 1673 529 436 315 426 328 145
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=12
num_cat=0
split_feature=52 376 48 2 48 52 150 159 52 13 2
split_gain=6.01658e-05 0.00012166 8.53066e-05 0.000147039 0.000100842 0.000105774 0.000118673 0.000109898 0.000185531 0.000111205 0.00022572
threshold=-0.28430999999999995 0.048375000000000008 0.12737000000000001 0.11510000000000002 -0.032929999999999994 0.10160000000000001 0.08882000000000001 0.090485000000000024 -0.081429999999999989 -0.084034999999999985 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0017536366377444645 0.0019520701524966787 0.0025936235061728842 -0.002349352910102776 0.0021600676871934422 0.0036524791243193887 -0.0027904950375733945 -0.0025349292710753926 -0.0022078924200636119 0.0016018369406171052 0.00082802514755183308 -0.0041191921789568344
leaf_weight=0.0011907564771899059 0.0011499628320930126 0.0012072129753308335 0.0010085956984388625 0.0019008836769696435 0.0010969715240535154 0.0012326333855644939 0.0012221671807037815 0.0010167397227215779 0.0015601484322132174 0.001511160241792645 0.0010037133253889552
leaf_count=344 116 163 70 306 161 467 142 169 371 482 330
internal_value=0 0.00014035 -9.27939e-05 0.000101826 -0.000297672 -0.000596985 -0.000232144 0.000222615 0.000700418 -9.42586e-05 -0.00114646
internal_weight=0 0.0139102 0.012703 0.0116944 0.0097935 0.00864353 0.0074109 0.00618873 0.00517199 0.00407502 0.00251487
internal_count=3121 2777 2614 2544 2238 2122 1655 1513 1344 1183 812
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=11
num_cat=0
split_feature=4 0 12 16 12 12 151 3 11 15
split_gain=5.53116e-05 8.37726e-05 0.000136035 0.000150449 0.000163029 9.25631e-05 8.29322e-05 0.000115449 6.08524e-05 8.15464e-05
threshold=0.24564500000000003 0.18019500000000002 0.098810000000000023 0.26799500000000004 0.090455000000000021 0.079890000000000017 -0.0038099999999999996 0.048265000000000009 0.076160000000000019 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -2
right_child=8 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0015566518732403969 0.001521697995243826 0.0018672895993247719 -0.0029627303795542533 -0.0029572554953893842 0.0023603941958389137 -0.0024658887052358821 0.0012040608319576966 -0.0018572680736854538 0.0023723443240625639 -0.0011621093704345961
leaf_weight=0.0015862385430176484 0.0014261405966945985 0.0010201176190687269 0.001251374509916651 0.0010671407897336806 0.0017319021670266811 0.0011122736142530135 0.0012750227871334858 0.0019718322495299034 0.00110815091428762 0.0014204170171802089
leaf_count=169 227 30 399 244 485 1085 143 140 60 139
internal_value=0 -0.000296935 -0.000517804 -0.000167921 0.000219796 -0.000403766 7.08046e-05 -0.0006551 0.000796112 0.000182492
internal_weight=0 0.0110159 0.00999578 0.00874441 0.00767727 0.00594537 0.00483309 0.00324686 0.00395471 0.00284656
internal_count=3121 2695 2665 2266 2022 1537 452 283 426 366
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=19
num_cat=0
split_feature=124 133 14 50 42 48 15 159 15 457 43 3 3 2 0 0 12 1
split_gain=0.000269476 0.000244128 0.00024974 0.000204972 0.000252519 0.000278652 0.000265379 0.000319863 0.00039175 0.000281996 0.000315821 0.000312697 0.000358621 0.000211062 0.000165672 0.00010556 9.16145e-05 6.598e-05
threshold=0.10281000000000001 0.10622000000000002 0.076175000000000007 0.10647500000000001 -1.0000000180025095e-35 0.12879500000000002 -0.24436499999999997 0.091530000000000014 -0.095869999999999983 0.092360000000000012 -0.084004999999999982 0.10732000000000001 -0.074084999999999998 0.086950000000000013 -0.18901999999999997 -0.086934999999999985 -1.0000000180025095e-35 0.089370000000000019
decision_type=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 6 -6 8 14 10 13 12 15 -10 -8 -12 -1 -14
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 11 -13 17 -15 -16 -17 -18 -19
leaf_value=-0.00080997453707680131 0.00087666143071729748 -0.00089855605062813516 -0.00081417658584869194 -0.00068760930793098762 0.00100536091499173 -0.00073460960007646324 -0.00091287954652964783 -0.00081136939066493296 0.0014497569309731577 0.0012837099344562746 0.00076393510439464764 0.00082886847309031624 -0.00034621617118110493 0.00034074152070228184 -2.0918119054035766e-05 3.94342166753248e-05 -0.00010325237527941392 -0.00097514649432918954
leaf_weight=0.0011836809779557367 0.0010240390177684291 0.0010320861938937559 0.0011568680539850709 0.0011604101831709226 0.0012614786859643555 0.001017043807154395 0.0010373748868488519 0.0010028628739497678 0.0010583274616713404 0.0010273996449470255 0.001002397122755086 0.0014187558499789699 0.0010222167609965681 0.0011077728025777889 0.0017900950394008049 0.0017271595986861968 0.0011316046612817763 0.0010839794627431898
leaf_count=89 39 431 87 268 172 44 29 166 86 67 166 63 91 134 150 374 546 119
internal_value=0 -5.60871e-05 -1.30199e-05 3.56773e-05 8.26391e-05 0.000164077 0.00022694 0.000152987 0.000231772 0.000405329 0.000298158 9.57534e-05 -0.000119334 0.000882592 -0.000348171 0.000305499 -0.000464561 -0.000669903
internal_weight=0 0.0212215 0.0201894 0.0190326 0.0178721 0.0155569 0.0145398 0.0132783 0.0122755 0.00944801 0.00842061 0.00625451 0.00483575 0.0021661 0.00282747 0.00272956 0.00231529 0.0021062
internal_count=3121 3082 2651 2564 2296 1661 1617 1445 1279 1100 1033 813 750 220 179 540 635 210
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=12
num_cat=0
split_feature=14 15 15 457 1 3 3 12 42 0 4
split_gain=5.7478e-05 0.000129357 0.000108175 0.000123727 9.43258e-05 0.000148451 0.000171363 0.000123484 9.32285e-05 8.75475e-05 7.27607e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.091015000000000013 0.12205500000000001 0.10732000000000001 0.048265000000000009 0.084100000000000022 0.084635000000000016 -0.053834999999999994 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 10 -9 -6 -4
right_child=1 2 3 -5 9 -7 -8 8 -10 -11 -12
leaf_value=-0.0015574744955616153 0.0023903684532849312 -0.0017599679227151756 0.0019119865855295078 0.0027389196834429609 0.0028988957266873482 0.0016774565742759934 -0.0038138131034164782 -0.0033257075697998959 -0.00024265119148716624 -0.00024187096050501695 -0.00067419652305020792
leaf_weight=0.0012727417602439459 0.0013336338256359917 0.0019399662226599204 0.0013938930799505811 0.00100677958751036 0.0010578928080368089 0.0014857044319742663 0.0010468461873900381 0.0010798454866318488 0.001205290279024893 0.0010049838398931144 0.0011553592521489926
leaf_count=140 232 260 132 122 52 67 107 789 937 54 229
internal_value=0 0.00013544 -0.000107539 0.000199616 -7.14941e-05 -0.0004748 -0.0010185 -0.000413196 -0.00169956 0.00136879 0.00073989
internal_weight=0 0.0137102 0.0123766 0.0104366 0.00942982 0.00736694 0.00588123 0.00483439 0.00228514 0.00206288 0.00254925
internal_count=3121 2981 2749 2489 2367 2261 2194 2087 1726 106 361
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=13
num_cat=0
split_feature=484 1 150 11 43 1 43 0 16 3 49 16
split_gain=5.03166e-05 6.17218e-05 8.94597e-05 9.13495e-05 0.000119047 0.000137396 9.85093e-05 0.000170612 0.000200093 7.33688e-05 7.28396e-05 1.38962e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11456000000000001 0.081005000000000008 -0.074359999999999996 1.0000000180025095e-35 0.05259500000000001 -0.10151999999999999 -0.16075999999999999 -0.078724999999999976 -0.006494999999999999 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -6 -7 -10 -8
right_child=1 -3 -4 -5 6 9 11 -9 10 -11 -12 -13
leaf_value=-0.0016680193684936002 -0.00014013011536845646 0.0017013323017124595 -0.0021360718096572308 -0.0020208480782726718 -0.0028961257217817536 0.0014172180979068875 0.00053788770413997064 -0.0036393150360060967 -0.00019971744401130258 0.0044412636297241513 0.0026408223744768338 0.0018543970256599119
leaf_weight=0.001065581181624386 0.0016921567421906312 0.0013948234933594357 0.0011781583917726815 0.0010897614257143759 0.0010466509189105411 0.0010125348888261332 0.0010105554876063752 0.0010921216433018941 0.0010802341147044814 0.0010047039477451992 0.001195359658404953 0.0010053399511063925
leaf_count=503 481 162 107 154 87 155 256 811 64 189 71 81
internal_value=0 0.00012007 -5.76913e-05 0.000160366 0.000394793 0.00152586 -0.00025768 -0.000920815 -2.71629e-05 0.00292337 0.00129241 0.00119444
internal_weight=0 0.0138024 0.0124076 0.0112294 0.0101397 0.0037094 0.00643026 0.00441437 0.00332224 0.00201724 0.00227559 0.0020159
internal_count=3121 2618 2456 2349 2195 825 1370 1033 222 344 135 337
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=17
num_cat=0
split_feature=124 52 14 157 16 16 3 1 16 4 12 49 3 2 42 3
split_gain=0.000275452 0.000242098 0.000221125 0.000237042 0.000191512 0.000253339 0.000207432 0.000157595 0.000303573 0.000241311 0.000216082 0.000128793 0.000121709 0.000187005 0.000114917 7.56541e-05
threshold=0.10281000000000001 -0.38533999999999996 0.076175000000000007 -0.08107499999999998 -0.056919999999999991 -0.008904999999999998 -0.13309499999999996 0.094385000000000011 -0.074319999999999983 0.0082450000000000006 0.10589000000000003 -0.023059999999999997 -0.047929999999999993 0.10559 0.087825000000000014 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 9 10 11 14 -5 -8 -14 15 -9
right_child=-2 2 -4 4 5 6 12 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00067436857520276655 0.00073778248105543678 0.00064659354521343147 -0.00064711277658606719 0.00050877771288173495 -0.00083222852125627812 0.00040736697549843961 -0.00062299978845677931 -0.00052502961073550383 0.00097344113360512839 -0.00067163646873351552 0.0007164114327726463 -0.00016457396697472035 0.00026468579108732533 -0.00048335991125326836 0.00034220629281441839 -1.65454329520799e-05
leaf_weight=0.0012037787160347991 0.0010127510280030219 0.001265714838134562 0.0010559637308309435 0.001109453583047035 0.0011123289123141956 0.0014305772076994572 0.0012183574601293753 0.0010118337200111516 0.0010719397351877102 0.001131634578201389 0.0010016065043245148 0.0013205987899736907 0.0015701910777935471 0.0012938136926452515 0.0011341177790219151 0.0016080999588067857
leaf_count=328 39 235 88 31 296 59 349 91 65 197 57 839 113 87 101 146
internal_value=0 -4.14583e-05 9.23916e-08 3.96418e-05 -8.32876e-06 -0.000197992 -7.00238e-05 0.000125501 0.00027306 -0.000115933 0.000115192 0.000142848 -0.000237315 -7.32437e-05 -4.52171e-05 -0.000212925
internal_weight=0 0.01954 0.0183362 0.0172803 0.0160146 0.00662527 0.00551294 0.00938928 0.0058276 0.00356169 0.00475566 0.00243005 0.00408236 0.002864 0.00375405 0.00261993
internal_count=3121 3082 2754 2666 2431 904 608 1527 460 1067 395 870 549 200 338 237
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=11
num_cat=0
split_feature=4 4 1 42 52 4 2 16 11 48
split_gain=5.70596e-05 7.6374e-05 0.000114609 0.000130311 0.000102932 0.000120995 0.000109174 7.41269e-05 5.39639e-05 6.38987e-05
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088465000000000002 -0.087769999999999987 -0.0016099999999999997 0.10097500000000002 -0.083539999999999989 0.076160000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -2
right_child=8 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0021900342266714464 -0.0015715498653470737 -0.0025456845824347674 0.0023886599572316438 -0.0033211895242891793 0.0045038574823438697 -0.0013723315004830273 -0.00087850208536546196 0.001304102368959322 0.0026932830355555189 0.0013288919204267869
leaf_weight=0.0014833705847055343 0.001031650004860829 0.0012191253653931521 0.0013912426245211726 0.0012016880923189852 0.0010324556883310838 0.00186571667895029 0.0011387230582015351 0.001582039397786561 0.0011032660036249808 0.0017972383683027482
leaf_count=474 62 121 98 720 324 263 111 584 60 304
internal_value=0 -0.000354354 -7.88056e-05 -0.000492202 -1.35463e-05 0.000561036 0.00152211 0.00256768 0.000950739 0.000271148
internal_weight=0 0.0109144 0.00969524 0.00830399 0.00710231 0.00561893 0.00375322 0.0026145 0.00393215 0.00282889
internal_count=3121 2695 2574 2476 1756 1282 1019 908 426 366
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=11
num_cat=0
split_feature=14 15 15 457 13 13 43 0 15 16
split_gain=4.89702e-05 0.000112059 9.4811e-05 0.00011803 7.74035e-05 0.000111483 0.000118092 0.000138963 0.000195389 9.22594e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.091015000000000013 -0.47860499999999995 0.11596500000000001 -0.084004999999999982 -0.11437499999999999 -0.03241999999999999 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -9 -7
right_child=1 2 3 -5 5 9 7 8 -10 -11
leaf_value=-0.0015615034351995779 0.0024318756169673856 -0.0017937077142496237 0.0020751476495298976 0.0028869489006976478 0.0011882116603340142 -0.00045019251661111367 0.00019499533566318071 0.00010442621892886421 -0.0043777843772269788 0.0029544152399885253
leaf_weight=0.0012607381559805444 0.0013089297812934391 0.001913510338630694 0.0010057546297872521 0.0010077569413362844 0.0013949923226398474 0.0010787197332537968 0.0018771931337845981 0.0010574772845032407 0.0017681226898003067 0.0010874880045297908
leaf_count=140 232 260 34 122 459 116 151 465 1108 34
internal_value=0 0.00013838 -0.000107869 0.000206008 -8.54492e-05 -0.000348401 -0.000919423 -0.00154461 -0.00270032 0.001259
internal_weight=0 0.0134999 0.012191 0.0102775 0.00926975 0.00826399 0.00609779 0.00470279 0.0028256 0.00216621
internal_count=3121 2981 2749 2489 2367 2333 2183 1724 1573 150
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=12
num_cat=0
split_feature=52 52 2 457 39 13 2 2 52 4 12
split_gain=5.34065e-05 8.60084e-05 0.000137571 9.2049e-05 6.72811e-05 0.000129698 0.00025942 0.000147853 0.000101753 7.18956e-05 5.08016e-05
threshold=-0.24164999999999998 -0.081429999999999989 0.091265000000000013 0.091015000000000013 0.090190000000000006 -0.11122999999999998 0.086950000000000013 0.10467500000000002 0.070205000000000017 -0.0016099999999999997 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 9 -8 -9 -7 -3
right_child=1 3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0016587317908308534 -0.00035867086369438268 0.0022509859894584727 0.0038907782214868342 0.0021659186843763158 0.001554469952381124 0.0023192152494225368 -0.0051475904692528853 -0.0030081839211031861 0.00043294777335311092 -0.00037166595551973422 -0.00028291412382478636
leaf_weight=0.0012655870962973359 0.001120304098583976 0.001239471463772626 0.0010398382539477669 0.0010994395546762856 0.0011129466161884224 0.001093173590589927 0.0012012555559296999 0.0014398264861976047 0.0010532302992282278 0.001968560122510731 0.0010218252481818402
leaf_count=374 249 145 148 118 146 749 672 159 139 177 45
internal_value=0 0.000149446 0.00168691 -0.000146299 -0.000397244 -0.00063813 -0.0012219 -0.00272279 -0.00155442 0.000589097 0.00110598
internal_weight=0 0.0133899 0.00216014 0.0112297 0.0101303 0.00901734 0.00675605 0.00369431 0.00249306 0.00306173 0.0022613
internal_count=3121 2747 397 2350 2232 2086 1896 970 298 926 190
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=11
num_cat=0
split_feature=48 0 151 150 1 3 4 4 16 4
split_gain=5.4054e-05 0.000118237 0.000111757 0.000218277 9.87187e-05 0.000248293 0.000154219 8.69449e-05 6.55765e-05 5.23682e-05
threshold=0.12879500000000002 -0.23091999999999999 -0.055494999999999996 0.087380000000000013 0.10752500000000002 0.10893000000000001 -0.0029599999999999995 -0.49405499999999997 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 9 7 -4 -9 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0020497039313179546 -0.0012946760250207349 0.0012683820053141959 -0.0012628481985978704 -0.0029186815672691034 0.0010506840141900095 -0.0016409458728201968 -0.0019397840260885969 -0.00019304689302323871 0.0015119604732736008 0.0028987085375245698
leaf_weight=0.0010358247896609116 0.0010852399775479202 0.0019229579402107672 0.0011691497304746647 0.001040989041402208 0.00112680706989432 0.0010060852994310532 0.0018079487761686061 0.0016526043648081553 0.0016057368497254107 0.0010883011888455354
leaf_count=79 90 453 131 125 113 95 490 1069 319 157
internal_value=0 9.93438e-05 -6.33081e-05 -0.000307248 -1.97802e-05 0.000834366 -0.000461027 0.000142817 0.000647194 0.00195863
internal_weight=0 0.0134564 0.0124206 0.0104976 0.00945663 0.00322119 0.00623544 0.00442749 0.00325834 0.00221511
internal_count=3121 3031 2952 2499 2374 365 2009 1519 1388 270
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=18
num_cat=0
split_feature=124 123 484 4 1374 160 12 156 15 12 12 51 3 4 42 16 4
split_gain=0.000326787 0.000215497 0.000357287 0.000235232 0.000257485 0.000201375 0.000263679 0.000293863 0.000247336 0.000297532 0.000289479 0.000257862 0.000252234 0.000201304 0.000152141 0.000128159 0.000149638
threshold=0.10281000000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 -0.08070999999999999 -0.091944999999999985 -0.015429999999999998 0.091255000000000017 0.024640000000000006 0.08401500000000002 0.092355000000000007 0.087305000000000008 -0.13309499999999996 0.09173000000000002 0.083995000000000014 -0.032969999999999992 0.25615500000000008
decision_type=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 11 15 -12 -14 -11 16 -8
right_child=-2 -3 3 4 5 6 7 -9 9 14 12 -13 13 -15 -16 -17 -18
leaf_value=-0.000831553989315161 0.00081523624301220118 0.0004499420503102127 -0.00068965240461419557 -0.00070409741470041939 -0.00058051034722130781 -0.00056903214860631846 -0.00018107801893877269 -0.00055053359804491065 -0.00081640550348638613 -0.00022905122194039485 -0.00051893753799627342 0.0012289576975986686 -0.0001814869458661511 0.00072110256599286189 0.00059968118525212334 0.00070533901597559989 0.00055754251624885016
leaf_weight=0.0014211601341848823 0.0010437370291399564 0.0017885428152565564 0.0012027651469854695 0.0011016247648267799 0.0010707824187316519 0.0012372171824256385 0.0012668091720300922 0.0012085654013582773 0.0010044948709539989 0.0010025117492434288 0.0012764813127290608 0.0011067884687863128 0.0010192939130837658 0.0012814081105738395 0.0010337586369194574 0.0019301905795103096 0.0012539130210840188
leaf_count=488 39 244 118 55 366 120 73 140 62 455 41 48 131 60 362 228 91
internal_value=0 -5.35191e-05 -9.98922e-05 -4.21142e-05 4.26215e-06 5.39904e-05 0.000100457 0.000162344 0.000233105 -0.000141338 0.000357747 0.000574222 2.14202e-05 0.000321223 0.000191673 0.000411412 0.000186343
internal_weight=0 0.0212063 0.0194178 0.0179966 0.0167938 0.0156922 0.0146214 0.0133842 0.0121756 0.00304077 0.00913488 0.0055577 0.00357718 0.0023007 0.00203627 0.00445091 0.00252072
internal_count=3121 3082 2838 2350 2232 2177 1811 1691 1551 879 672 440 232 191 817 392 164
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=16
num_cat=0
split_feature=14 52 157 124 16 16 3 0 43 2 13 2 4 16 15
split_gain=0.000217601 0.000150393 0.000198938 0.000143931 0.000191517 0.000263129 0.000266149 0.000149276 0.000219219 0.00014602 0.000142016 0.000132893 0.000127994 0.000169731 0.000163697
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.0049200000000000008 -0.056919999999999991 -0.008904999999999998 -0.13309499999999996 -0.08824499999999999 1.0000000180025095e-35 0.096540000000000015 -0.11122999999999998 0.10855000000000002 0.0052350000000000009 -0.094359999999999986 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 10 -9 -8 -4 -11 -12 14 -14
right_child=-2 2 3 -5 5 6 9 8 -10 11 12 -13 13 -15 -16
leaf_value=-0.00054164074012115753 -0.00067342475370779187 0.00066678678158013551 0.00039705530547700247 0.00057442338492626687 -0.00093272563608030803 0.0004832638530596057 -0.00062894164782574698 0.00088352514545173943 -6.5303412082306735e-05 0.00036350864526819225 -0.00060395188290004293 -0.00041508667223688411 0.00016102711848561263 0.00050147080595773507 -0.00060111214865497462
leaf_weight=0.0010645546614956756 0.0011402453475712884 0.0011912436697928677 0.0016236046228732537 0.0010200162137881863 0.0010626511440365617 0.001418037751527379 0.0017566915150124965 0.0012891472472688044 0.0010611559108492652 0.0010511780411399697 0.0010676660736250636 0.0010448620387361052 0.0013831686438040783 0.0011398041860888053 0.0013132117344302613
leaf_count=314 101 235 122 66 295 59 342 636 275 67 167 137 129 40 136
internal_value=0 2.24888e-05 5.69585e-05 1.22018e-05 -2.5499e-05 -0.000230891 -8.93923e-05 0.000121028 0.000455131 -0.000300164 7.29312e-07 -2.46159e-05 -0.000130489 1.28217e-06 -0.000210156
internal_weight=0 0.018487 0.0174224 0.0162312 0.0152112 0.00633342 0.00527077 0.00887776 0.0023503 0.00385273 0.00652746 0.00209604 0.00490385 0.00383618 0.00269638
internal_count=3121 3020 2706 2471 2405 900 605 1505 911 546 594 204 472 305 265
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=18
num_cat=0
split_feature=124 47 47 42 133 43 16 14 48 133 16 43 2 1 151 0 3
split_gain=0.000285258 0.000247307 0.000296991 0.000252293 0.000215977 0.000249003 0.000567974 0.000192539 0.000230481 0.000199926 0.000238556 0.000280428 0.000204275 0.00015658 0.000203789 0.000148854 8.06239e-05
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.093284999999999993 0.099660000000000012 -0.20207499999999998 0.22339500000000004 0.076175000000000007 -0.064549999999999982 0.082925000000000013 -0.008904999999999998 0.084740000000000024 0.092875000000000013 0.094465000000000007 -0.0060399999999999994 -0.18901999999999997 -0.0025099999999999996
decision_type=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 -7 10 11 13 -12 14 -10 -15 -17
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 12 -13 -14 15 -16 16 -18
leaf_value=-0.00084450216044295093 0.00081318519000094544 -0.00083484684742511216 0.00081624744217287252 0.00068159485248369767 -0.00072068004911966885 0.00081824882999073515 -0.0010879176918380342 -0.00059460242603394386 9.4607787004913655e-05 0.00074974503703158701 -9.3477486024750353e-05 -0.00097389944411716586 0.00076685109279496326 -0.0002800093953524486 -0.00085102757260915722 0.00014909637995552368 0.00076961829720233296
leaf_weight=0.0010253450286344589 0.0010994877441436726 0.0010134638466985915 0.0011209218853120212 0.0014828932774979533 0.0010684694193150704 0.0011930608730565959 0.0012361722058889116 0.0010635048808897993 0.001277053006509269 0.0010230702540013599 0.0013630670905912818 0.001018010488765167 0.0016329208129971517 0.0012274738431505838 0.001180591243897083 0.0012503309577268952 0.0010262976165133497
leaf_count=264 39 59 102 71 416 117 287 61 50 403 181 177 97 37 585 99 76
internal_value=0 -4.49576e-05 -3.24009e-06 -5.40796e-05 -6.52577e-06 4.12413e-05 -2.42849e-05 7.49075e-05 0.000133309 5.90127e-05 -1.18259e-05 -0.000178053 0.000375432 -4.2156e-05 -0.000359652 0.000180524 0.000428826
internal_weight=0 0.0202026 0.0191892 0.0180683 0.0170429 0.0159744 0.0144916 0.0132554 0.0121919 0.0109988 0.00997575 0.00697976 0.00299599 0.00596175 0.00245764 0.0035041 0.00227663
internal_count=3121 3082 3023 2921 2657 2241 2170 1883 1822 1705 1302 1024 278 847 635 212 175
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=15
num_cat=0
split_feature=124 47 47 50 42 43 16 16 16 48 16 2 2 16
split_gain=0.000212094 0.000222766 0.000265379 0.000219694 0.00025331 0.000274043 0.000769649 0.000195588 0.00020865 0.000241582 0.000251084 0.000186986 0.000174804 0.000207005
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 0.096640000000000018 -1.0000000180025095e-35 -0.20207499999999998 0.22339500000000004 -0.0007049999999999999 -0.056919999999999991 -0.032929999999999994 -0.094359999999999986 0.092365000000000017 0.090425000000000019 -0.5048999999999999
decision_type=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 -7 12 -9 -11 -14
right_child=-2 -3 -4 -5 5 6 -8 11 -10 10 -12 -13 13 -15
leaf_value=-0.00049610996648950486 0.00063972897725011991 -0.00069156116697299624 0.00071379475623564552 -0.00067505370875238317 0.0006755450916240928 0.00068305018327979026 -0.001021435695068434 -2.3729512100378287e-06 -0.0004990481389146892 -0.00055857996135697723 0.00044877371369000685 0.00076856018028997007 0.00053368392646788729 -0.00028856105424199756
leaf_weight=0.0019161484715373043 0.0010444268318313401 0.0010359405120558543 0.0010507035372151812 0.0010847470180481147 0.0014193367894441674 0.0013091338294568561 0.0013949081392240189 0.0011120860373465885 0.0013961664367177981 0.0017052920062859082 0.0018294653046641001 0.0016714066430176047 0.0010746266046264812 0.0016442118723149993
leaf_count=757 39 59 102 367 67 62 282 158 419 171 313 116 57 152
internal_value=0 -3.40243e-05 2.58153e-06 -3.99799e-05 1.84022e-06 6.73874e-05 1.68284e-06 0.000123222 1.84151e-05 0.000113945 -5.1923e-06 0.00046055 -0.000192916 3.6433e-05
internal_weight=0 0.0196442 0.0186082 0.0175575 0.0164728 0.0145566 0.0131373 0.0117424 0.0089589 0.00756273 0.0062536 0.00278349 0.00442413 0.00271884
internal_count=3121 3082 3023 2921 2554 1797 1730 1448 1174 755 693 274 380 209
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=16
num_cat=0
split_feature=124 14 4 47 47 16 16 0 0 16 48 1 150 12 1
split_gain=0.00031119 0.000223944 0.000241258 0.000232925 0.000243555 0.000218738 0.00027951 0.00029362 0.000263911 0.000239604 0.000158591 0.000238035 0.000207845 0.000195018 0.000193311
threshold=0.10281000000000001 0.076175000000000007 -0.49405499999999997 0.13148500000000005 0.11069000000000002 0.22339500000000004 -0.008904999999999998 1.0000000180025095e-35 -0.11013499999999998 -0.056919999999999991 0.085845000000000019 0.077565000000000009 0.095565000000000011 1.0000000180025095e-35 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 -8 10 11 -4 -12 14 -13
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 12 13 -14 -15 -16
leaf_value=-0.00063222053128506332 0.000825426420798893 -0.00073575646530668604 -0.00030488461223559388 -0.00070882197652127757 0.00082013711129047735 -0.00054312531922013816 0.00076306493646207199 0.0011620647920417252 -0.00023749143200951911 -0.00072320006148694088 -0.00062960618476083174 0.00060989955684194756 0.00024871628175151308 0.00085787701221662197 -0.00033048806687129906
leaf_weight=0.0015088809943895011 0.0010860908622465906 0.0011887482764340032 0.0016512319259189539 0.0010144248953475312 0.0010896773152204052 0.0015332596761312512 0.0011771923047882993 0.0011066563994964751 0.0016216952218278133 0.0011968124092445803 0.0016602390962579955 0.0010908559258173689 0.0012016108738786002 0.0015852085854323739 0.0011745903126268234
leaf_count=154 39 101 776 59 99 268 54 58 437 355 158 39 42 311 171
internal_value=0 -5.88814e-05 -1.56501e-05 3.87442e-05 8.58788e-05 3.25362e-05 9.80814e-05 0.000460664 0.000183336 -5.00356e-05 4.62911e-05 0.000206039 -0.000260823 0.000425132 0.000122327
internal_weight=0 0.0198011 0.0186123 0.0171035 0.016089 0.0149994 0.0134661 0.00390554 0.00279889 0.00956055 0.00836374 0.00550189 0.00286185 0.00385065 0.00226545
internal_count=3121 3082 2981 2827 2768 2669 2401 549 491 1852 1497 1297 200 521 210
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=16
num_cat=0
split_feature=14 52 157 124 48 2 2 160 0 42 43 1 3 0 47
split_gain=0.000201315 0.000183854 0.000191254 0.000154852 0.00015913 0.000228903 0.000248676 0.000227656 0.000304029 0.000261875 0.000234087 0.000189387 0.000360872 0.00018499 0.000112627
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.0049200000000000008 0.12879500000000002 0.11510000000000002 0.13404500000000005 -1.0000000180025095e-35 -0.068944999999999992 -1.0000000180025095e-35 0.084740000000000024 0.094825000000000007 -0.083924999999999986 -0.15090499999999998 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -4 -9 11 12 -11 -14 -13
right_child=-2 2 3 -5 -6 6 -8 9 -10 10 -12 14 13 -15 -16
leaf_value=-0.00061258469144103345 -0.00066173127996183956 0.0007015627707340356 -0.0011928353175747618 0.00062519119814410387 -0.0005749400084834375 0.0010143742955898813 -5.8567672585331264e-05 -0.00058397514346546892 6.5069757947016439e-05 0.00066022717160989165 -0.00039220148246019713 0.00089283014046505544 9.7386632883160245e-05 -0.00082840135910137167 0.00021971688412511417
leaf_weight=0.0011218677672459659 0.0011982763837472534 0.0012114089646615691 0.0010164986859512171 0.0010864577467414168 0.0012579393947833037 0.0012225334714432703 0.0011089376106689242 0.0015075773661044007 0.0010530307444969753 0.0016119670172909731 0.001664041091495122 0.0016667580141999094 0.0012028475877627898 0.0011238674612911517 0.0011179863019021852
leaf_count=314 101 235 477 66 66 138 164 590 102 110 63 203 32 422 38
internal_value=0 3.16725e-05 7.21597e-05 2.63398e-05 -1.54905e-05 3.37367e-05 0.000504042 -5.79091e-05 -0.00055278 4.55923e-05 0.000158752 0.000295112 6.35726e-05 -0.000349794 0.000622597
internal_weight=0 0.0189737 0.0178519 0.0166404 0.015554 0.014296 0.00233147 0.0119646 0.00206953 0.00989504 0.00838747 0.00672343 0.00393868 0.00232672 0.00278474
internal_count=3121 3020 2706 2471 2405 2339 302 2037 579 1458 868 805 564 454 241
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=12
num_cat=0
split_feature=160 52 0 0 42 52 4 12 2 4 2
split_gain=5.64605e-05 9.40137e-05 0.000231404 0.000117301 0.000168972 0.0001037 0.000134674 9.52092e-05 8.84033e-05 0.00014996 0.000150893
threshold=-0.10151499999999998 0.10744000000000002 0.15398500000000004 -0.019414999999999998 -0.0060199999999999993 1.0000000180025095e-35 -0.031404999999999995 0.086210000000000023 0.11215000000000001 0.076415000000000025 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -5 9 10 -8
right_child=1 -3 -4 7 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0016004220988812632 -0.0029772538100928262 0.0018192925474568697 -0.0035063122263273758 0.0034289064827711154 -0.0026525247631243483 0.0023418319442201898 -0.0021678873964691586 0.00041229963431610938 -0.0011446414789960653 0.0025415464599684379 0.0017354530040498888
leaf_weight=0.0011493456140593437 0.0010666114213606307 0.0016110691676302072 0.0010206517904793886 0.0010035722509712684 0.0010195432035632803 0.0010801871077990959 0.0012080692378848646 0.0013967411372970417 0.0016699974177592858 0.0017481770553116338 0.001019079795767739
leaf_count=425 709 220 46 143 356 279 325 109 219 116 174
internal_value=0 0.000122809 -0.000100623 0.000209405 -0.000189429 0.000194496 -0.000153526 0.00167354 0.000297792 0.000903745 -0.00038183
internal_weight=0 0.0138437 0.0122326 0.011212 0.00881167 0.00774505 0.00666487 0.00240031 0.00564532 0.00397533 0.00222715
internal_count=3121 2696 2476 2430 2178 1469 1190 252 834 615 499
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=10
num_cat=0
split_feature=41 3 0 1 15 3 12 16 2
split_gain=5.56602e-05 6.91845e-05 0.000118722 0.000105113 0.000163239 0.000131197 0.000157172 8.88898e-05 5.82498e-05
threshold=0.07831500000000001 -0.12018999999999998 0.12113000000000002 0.094385000000000011 -0.008624999999999999 0.083060000000000009 0.085885000000000017 -0.061854999999999993 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 -7 -6
right_child=-2 3 -4 5 8 7 -8 -9 -10
leaf_value=0.0021877501469064167 -0.0015902603294168554 -0.0026977039044801961 -0.00088752712718703493 0.0036620619444157352 0.0015253664853067395 0.00061420649949364844 0.0001028956069539893 -0.001728095688309226 -0.00067733062202647305
leaf_weight=0.0019231141400889449 0.0011045606952381779 0.0018194288745196205 0.0010364130179123521 0.0011976343629953772 0.0010120635010151986 0.0018844800363262415 0.0014984474068504283 0.0016133439738044153 0.001771407740924838
leaf_count=155 151 864 88 248 782 185 228 102 318
internal_value=0 0.000118676 0.0011108 -0.000153277 -0.000991623 0.000469727 0.00168392 -0.000466162 0.000123565
internal_weight=0 0.0137563 0.00295953 0.0107968 0.0046029 0.00619391 0.00269608 0.00349782 0.00278347
internal_count=3121 2970 243 2727 1964 763 476 287 1100
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=17
num_cat=0
split_feature=14 160 124 4 123 12 484 3 48 1 3 47 16 3 4 150
split_gain=0.000218453 0.000221631 0.000208187 0.000315704 0.000210492 0.000312926 0.000304924 0.000228146 0.000269115 0.000260167 0.000267808 0.000291101 0.000282621 0.000225278 0.000190795 0.00018159
threshold=0.076175000000000007 -0.22361499999999998 0.0049200000000000008 -0.49405499999999997 1.0000000180025095e-35 -0.015429999999999998 -0.0068949999999999992 0.14121000000000003 0.085845000000000019 1.0000000180025095e-35 -0.10519499999999998 0.092530000000000015 -0.012324999999999997 -0.10023499999999998 -0.083854999999999985 0.090735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 9 14 -11 12 -12 -10 -8 -15
right_child=-2 2 -4 4 -6 6 7 -9 13 10 11 -13 -14 15 -16 -17
leaf_value=-0.00071562514623490852 -0.00074428988806383338 -0.00077139611703597784 0.00083553278656456852 -0.000803396077694629 0.00085346910107833899 -0.00075304829889980148 0.00026448711114643574 0.00088067859765583072 0.00032786701174442913 0.0010566032235033937 0.00091751932858070929 -0.00057169643505317774 -0.0001961955599967972 -0.0010992129144393567 -0.00077139302764234825 -8.7346116374344989e-05
leaf_weight=0.0011323417871185381 0.0011651456173173971 0.0013635985725275425 0.0010378032549091106 0.0012021868703329065 0.0010538510007274326 0.001106242401136332 0.0011516690919459718 0.0013358184371794488 0.0011410847514383704 0.0017466533642545023 0.0018970564333947726 0.0010044042892227434 0.0010862571010799016 0.0011556011134874209 0.0010132596113861915 0.0010054434513184773
leaf_count=316 101 142 65 116 191 435 220 72 41 112 259 68 104 155 693 31
internal_value=0 3.18878e-05 7.8139e-05 3.2607e-05 0.000101561 4.81853e-05 0.000123222 0.000200541 0.000119431 0.000293919 0.00048807 0.000239047 0.000512004 -0.000297974 -0.00022034 -0.000628434
internal_weight=0 0.0194333 0.0183009 0.0172631 0.0158995 0.0148457 0.0136435 0.0125372 0.0112014 0.0078993 0.00573437 0.00398772 0.00298331 0.00330213 0.00216493 0.00216104
internal_count=3121 3020 2704 2639 2497 2306 2190 1755 1683 1456 543 431 363 227 913 186
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=17
num_cat=0
split_feature=124 47 47 50 2 49 14 157 42 43 2 2 3 0 160 52
split_gain=0.000313546 0.000222021 0.000245242 0.000248549 0.000267315 0.000363873 0.000238655 0.000284302 0.000298872 0.000219891 0.000309089 0.000226957 0.000161155 0.00029773 0.000177624 8.81041e-05
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 0.096640000000000018 0.11474000000000002 0.005085000000000001 0.076175000000000007 -0.077809999999999976 -1.0000000180025095e-35 -0.083684999999999996 0.10613000000000002 0.098035000000000011 -0.12711499999999995 -0.10151999999999999 0.086870000000000017 0.09086000000000001
decision_type=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 15 11 12 -11 14 -14 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 13 -15 -16 -17
leaf_value=0.00061151442663296947 0.00085563153772729567 -0.00080255901570533276 0.00074811220031524236 -0.00081369266818071386 0.0009268772212029249 -0.00029868604990960948 -0.00083443599272648133 -0.00082636708338108963 0.00078902297442633889 0.00042645642529245189 -0.00081152262700603711 0.00072066268079345726 0.00033143869323143713 -0.00094960942881423046 -0.00052698925565906288 0.00010668926872187537
leaf_weight=0.0016434985231593988 0.001116144199394902 0.0010558248052466848 0.0011131729128377099 0.0011511858628436974 0.0017660158767051582 0.0011017559342367256 0.0011508843788980991 0.0015108721886432442 0.0010690852073908528 0.0011440681243684017 0.0016069507443010611 0.0010503457760690157 0.0018344921750462753 0.001294259340541103 0.0010681395808800342 0.0010509878519631144
leaf_count=221 39 59 102 367 259 100 87 641 185 38 126 90 80 634 33 60
internal_value=0 -5.50584e-05 -1.47004e-05 -6.07429e-05 -1.06147e-05 0.000456034 -0.000103396 -4.00072e-05 -0.000132084 -2.8413e-05 -0.000155428 9.53216e-06 -0.000130318 -0.000282094 1.55458e-05 0.000450768
internal_weight=0 0.0206115 0.0195557 0.0184425 0.0172914 0.00286777 0.0144236 0.0132727 0.0116292 0.0101183 0.00799826 0.0063913 0.00534096 0.00419689 0.00290263 0.00212007
internal_count=3121 3082 3023 2921 2554 359 2195 2108 1887 1246 1001 875 785 747 113 245
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=16
num_cat=0
split_feature=14 147 484 48 4 15 0 16 0 1 1 3 12 12 13
split_gain=0.000234536 0.000192345 0.000245858 0.000231902 0.000307794 0.000229864 0.000211405 0.000316999 0.000286407 0.000165704 0.000146413 0.000127874 0.000160165 0.000159339 0.00012617
threshold=0.076175000000000007 0.089025000000000007 -0.0068949999999999992 0.12879500000000002 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 -0.032969999999999992 -0.060129999999999996 0.098220000000000016 0.095285000000000022 0.076840000000000006 0.095175000000000023 0.092355000000000007 0.11596500000000001
decision_type=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 10 -7 -8 13 -13 14 -10
right_child=-2 -3 3 -5 -6 6 8 -9 11 -11 -12 12 -14 -15 -16
leaf_value=-0.00067476897722043561 -0.0006778159100665497 0.0006270033408632918 -0.00065218304634003183 -0.00062649471373117812 0.00072244604512792664 -0.00017380673093719492 -0.00091354117134837605 0.0011587482605429635 0.00017486891955523226 0.00062515945821045799 -0.00012693884192106419 -0.00065609213261647145 0.00023662981037510816 -0.00020508843942882636 0.00083652936213028629
leaf_weight=0.0013112460913334524 0.0012549691632172113 0.001342915747726269 0.0012048855223469974 0.0012225763241226198 0.0018217083512285783 0.0018261680695844107 0.0012326055521083993 0.0010317243053916637 0.0015845104751521363 0.0010623440096981795 0.0012164868031159237 0.0010189668481244141 0.0010618614360282663 0.0012118457092399337 0.0014084987931255455
leaf_count=469 101 118 158 66 231 90 1291 63 98 38 123 66 12 170 27
internal_value=0 3.95168e-05 -3.79511e-06 4.82519e-05 0.000100857 1.91567e-05 8.30751e-05 0.000393406 -5.62037e-05 0.000120039 -0.000522829 0.000125607 -0.00020053 0.000287001 0.000486244
internal_weight=0 0.0195583 0.0182154 0.0169042 0.0156816 0.0138599 0.012655 0.00392024 0.00873478 0.00288851 0.00244909 0.00628568 0.00208083 0.00420485 0.00299301
internal_count=3121 3020 2902 2433 2367 2136 1978 191 1787 128 1414 373 78 295 125
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=17
num_cat=0
split_feature=124 14 47 123 50 133 42 16 13 157 3 2 49 1 15 2
split_gain=0.000336699 0.000252042 0.000246209 0.000219127 0.000323497 0.000242568 0.000263473 0.00029325 0.000286565 0.000296934 0.000211748 0.000221273 0.000243982 0.000383809 0.000187054 0.000320154
threshold=0.10281000000000001 0.076175000000000007 0.13148500000000005 0.083430000000000018 0.096010000000000012 0.098785000000000012 0.09832500000000001 0.25792000000000009 -0.28558999999999996 -0.08107499999999998 -0.10023499999999998 0.11215000000000001 -0.069799999999999987 0.094825000000000007 -0.03241999999999999 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10 14 12 -12 -14 -11 -16
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 13 -15 15 -17
leaf_value=0.00094143824636718952 0.00090848016587394276 -0.00078406773699459746 -0.00079473449442316762 0.00070182428998323283 -0.00091754436479236391 -0.00075488613866628936 0.00086647100844317233 -0.00074440742856547997 0.00087540480216195696 0.00073019915026663058 -0.00072169545472256999 -0.00080318902870875938 -0.0003419332975438157 0.0008051343905325116 -0.00063726959786210118 0.00063251142260407618
leaf_weight=0.0011081458721404732 0.0010968824117678902 0.0013187761646356036 0.0011060471576637134 0.0013299671017803416 0.0010892977886987334 0.0010342693414639162 0.001201201913824502 0.0012822153696737436 0.0010952195368389437 0.001484348511553768 0.0012213284734451119 0.0015918907145611172 0.0019184585804059365 0.0015260551579890924 0.0012413359012115582 0.0010836501930531206
leaf_count=98 39 101 59 216 371 368 113 296 141 80 89 75 879 98 58 40
internal_value=0 -6.20692e-05 -1.2769e-05 3.47331e-05 -1.78347e-05 4.42406e-05 0.000100261 3.23497e-05 0.000113518 3.13255e-05 -6.05038e-05 -0.000253658 -6.61687e-05 0.000166263 0.000256797 -4.54388e-05
internal_weight=0 0.0206322 0.0193134 0.0182074 0.0168774 0.0157881 0.0147539 0.0135526 0.0122704 0.0111623 0.0100671 0.00625773 0.00466584 0.00344451 0.00380933 0.00232499
internal_count=3121 3082 2981 2922 2706 2335 1967 1854 1558 1460 1319 1141 1066 977 178 98
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=16
num_cat=0
split_feature=124 42 124 484 1 42 13 16 0 49 15 47 43 0 12
split_gain=0.000248617 0.000149693 0.000174253 0.000254284 0.000186572 0.000237121 0.000249046 0.000238235 0.000230246 0.000195742 0.00038466 0.000138565 0.000144337 0.000101283 7.58638e-05
threshold=0.10281000000000001 -1.0000000180025095e-35 -0.027784999999999997 -0.0068949999999999992 0.12873500000000002 0.091735000000000025 0.086705000000000018 0.22339500000000004 -0.050684999999999994 -0.006494999999999999 -0.033689999999999991 0.086785000000000015 -0.00067499999999999993 -0.15202999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 -4 5 6 7 9 -6 10 -5 12 -11 -14 -1
right_child=-2 2 3 4 8 -7 -8 -9 -10 11 -12 -13 13 -15 -16
leaf_value=-0.00072006131148149557 0.00073363896264666128 0.00062506985995535108 -0.00071929293059391883 0.00013342883395530856 0.00089989965295360558 -0.00053812319268292446 0.00066276676529206731 -0.00075890492126441753 -0.00010572218314385115 -0.00013247899199862748 -0.0010370450523692022 -0.00019206703376343302 0.00015973794819792628 0.00076559028941539336 -0.00015757902437414401
leaf_weight=0.0010425894595893492 0.0010408834729136165 0.0010282823610271016 0.0011893629828382954 0.0018929654247480387 0.0011899279064923329 0.0019919022508891127 0.0013531520549712192 0.0010028305145287257 0.0010029219305686685 0.0010142333206492734 0.0010397790460286438 0.001447971378151891 0.0010333415208947372 0.0018234556187143912 0.0012729483609417299
leaf_count=97 39 194 430 115 93 445 99 132 55 303 115 73 37 143 751
internal_value=0 -4.20432e-05 8.16014e-06 -3.15322e-05 2.37659e-05 -4.86703e-05 4.32384e-05 -4.73455e-05 0.000439968 3.91299e-05 -0.000281553 0.000215945 0.000368563 0.000546445 -0.000410841
internal_weight=0 0.0193257 0.0170101 0.0159818 0.0147925 0.0125996 0.0106077 0.00925458 0.00219285 0.00825175 0.00293274 0.005319 0.00387103 0.0028568 0.00231554
internal_count=3121 3082 2234 2040 1610 1462 1017 918 148 786 230 556 483 180 848
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=16
num_cat=0
split_feature=124 43 123 484 42 156 160 16 1 16 42 160 3 150 1
split_gain=0.000261234 0.000202047 0.000190191 0.000267657 0.000165161 0.000188648 0.000239783 0.00018452 0.000225747 0.000240425 0.000207555 0.00032009 0.000258075 0.000157653 3.05961e-05
threshold=0.10281000000000001 0.18116500000000002 0.08592000000000001 -0.0068949999999999992 -1.0000000180025095e-35 0.091255000000000017 -0.091944999999999985 -0.36241499999999999 0.094825000000000007 -0.056919999999999991 0.085730000000000015 0.086870000000000017 -0.083924999999999986 0.081835000000000019 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 13 10 -10 11 12 -9 -8 -14
right_child=-2 -3 -4 4 5 -7 7 8 9 -11 -12 -13 14 -15 -16
leaf_value=-0.00071001693819130866 0.000735365276718969 -0.00066989751515490769 0.00059656539261119027 -0.00044095665296318818 -0.00055275330426169311 -0.00050306013959057027 -0.00048112492645021579 0.0009971031897174033 0.00096115759898672689 0.00012478815394062676 -0.00042245311591266281 -0.00043314370083527294 -3.9809319524927768e-05 0.00019119196072701477 0.00033305499939124429
leaf_weight=0.0013061677995747324 0.0010259417374665616 0.0011352740577182793 0.0011121604973901187 0.0017249929041352466 0.0011555637406785316 0.0012727771575896741 0.0015953034639966364 0.0013774651142455241 0.0018384931225154943 0.0013841800065099719 0.0013357814387057187 0.0011528588597693457 0.001012193864778247 0.00161007544781544 0.0010102635791175985
leaf_count=476 39 202 155 638 292 203 108 97 99 138 440 48 64 69 53
internal_value=0 -4.88433e-05 -1.1515e-05 -4.95594e-05 2.81888e-06 5.47356e-05 0.000107433 0.000169373 0.000279414 0.000601926 0.00010291 0.000257052 0.000491086 -0.000143417 0.000146445
internal_weight=0 0.0200236 0.0188883 0.0177761 0.0164699 0.014745 0.0134722 0.0123166 0.00911124 0.00322267 0.00588856 0.00455278 0.00339992 0.00320538 0.00202246
internal_count=3121 3082 2880 2725 2249 1611 1408 1116 939 237 702 262 214 177 117
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=13
num_cat=0
split_feature=14 11 3 0 0 39 13 15 49 42 3 15
split_gain=7.60981e-05 9.34243e-05 0.000148291 0.000108448 9.28852e-05 0.00015055 0.000278058 0.000133048 0.000143118 0.000118846 4.72734e-05 4.17988e-05
threshold=0.054835000000000009 0.087830000000000005 -0.12018999999999998 0.12113000000000002 -0.10151999999999999 0.091820000000000013 -0.0087749999999999981 -0.11713499999999999 -0.006494999999999999 0.084695000000000006 0.096675000000000011 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 9 -4 10 -6 -9 -10
right_child=-2 -3 4 -5 5 -7 -8 8 11 -11 -12 -13
leaf_value=0.0034870138444994996 -0.00211142439324436 -0.0021971948495868492 -0.0014789153122407486 0.0001279322740240254 0.001336069750518396 0.0015935816212647208 -0.0044015145640719953 -0.0011782487575095859 0.0017104891271143589 -0.0021598474306372254 0.0011548690755087997 0.0039891073829209193
leaf_weight=0.0014263658490403256 0.0010128488569266523 0.0010021229787975381 0.0014216108067907629 0.0010480295246857452 0.0015596542280936791 0.0012146231107644911 0.0014255521761061783 0.0011580001398091844 0.0010156576680618867 0.0010052076412162565 0.0010327003560031134 0.0010084907761114285
leaf_count=129 110 107 167 47 499 135 605 93 69 1023 81 56
internal_value=0 0.000137291 0.000312978 0.00206428 -8.67267e-05 -0.000850383 -0.00159429 0.000618478 0.0013259 -3.40324e-05 -7.84126e-05 0.00284576
internal_weight=0 0.014318 0.0133159 0.0024744 0.0108415 0.00520504 0.00399041 0.00563646 0.00421485 0.00256486 0.0021907 0.00202415
internal_count=3121 3011 2904 176 2728 2262 2127 466 299 1522 174 125
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=17
num_cat=0
split_feature=14 43 38 3 160 4 0 13 157 16 15 0 3 150 1 43
split_gain=0.000230762 0.000208013 0.000214439 0.000461641 0.000246088 0.000193071 0.000336786 0.000229441 0.000227151 0.000179572 0.000240333 0.000223595 0.000213167 0.000140055 7.312e-05 7.10265e-05
threshold=0.076175000000000007 0.24789500000000006 1.0000000180025095e-35 0.149315 -0.10151499999999998 -0.49405499999999997 1.0000000180025095e-35 -0.084034999999999985 -0.077384999999999995 -0.056919999999999991 -0.016799999999999995 -0.10224499999999999 -0.042499999999999989 0.076925000000000007 0.091785000000000019 0.084740000000000024
decision_type=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 14 -9 11 12 13 -11 -10 -7 -8
right_child=-2 -3 -4 -5 5 6 15 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00061999476788633147 -0.00068694072110902853 -0.00066710866081241013 -0.00063308152024361291 0.0011195518935144357 -0.00056095209304667798 0.00017214375080857756 0.00098222197003427787 0.00056527966609662156 -0.00045491850880065006 -0.00028371653451635798 7.2301168691734407e-05 0.00069046173619623761 -0.0013196816744492164 0.00016569676250744928 0.00074522633839718103 0.00041316792580582093
leaf_weight=0.0013123598709638201 0.0012161866700600701 0.0010346801821088441 0.0010482449219191272 0.0011107992698548555 0.0010462490962512812 0.0010153493326011372 0.0012349226269562927 0.0012849635791842293 0.0018845909826348808 0.0010485839984903378 0.0014015557692744355 0.0010626234870224072 0.0010078537827969414 0.0018787382003591091 0.0013314056350543363 0.0010500536851481002
leaf_count=365 101 180 62 139 135 446 110 145 95 230 202 632 98 64 98 19
internal_value=0 3.49717e-05 7.37802e-05 0.000115714 4.83758e-05 0.000105905 0.000155037 4.65607e-05 -6.39762e-05 -0.000161583 -0.000441358 3.88869e-05 -0.00079144 -0.000145093 0.000497276 0.000720715
internal_weight=0 0.019753 0.0187183 0.01767 0.0165593 0.0152469 0.0142006 0.0119157 0.00956891 0.00828395 0.00345799 0.00482595 0.00205644 0.00376333 0.00234675 0.00228498
internal_count=3121 3020 2840 2778 2639 2274 2139 2010 1466 1321 530 791 328 159 544 129
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=19
num_cat=0
split_feature=1213 124 47 47 42 43 16 160 16 16 48 3 2 2 2 1 16 1
split_gain=0.000391031 0.000293826 0.000278361 0.000397016 0.000318996 0.000388829 0.000893313 0.00033735 0.000288018 0.000427771 0.000297651 0.000245861 0.00031525 0.000236106 0.000182535 0.000121419 8.85852e-05 8.08766e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.095284999999999995 -0.15582499999999996 0.22339500000000004 -0.10151499999999998 -0.0064149999999999997 -0.056919999999999991 0.086035000000000014 -0.13309499999999996 0.10584500000000001 0.092120000000000021 0.098035000000000011 0.094825000000000007 0.18438500000000005 0.10254500000000001
decision_type=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 16 7 -7 9 10 11 -9 15 -10 -12 -13 -6 -15
right_child=1 -3 -4 -5 5 6 -8 8 13 -11 14 12 -14 17 -16 -17 -18 -19
leaf_value=-0.00099172150882703724 -0.00095189665149414274 0.00082215274003022832 -0.00083271649002518401 0.00097298268763403224 0.0003774033064427876 -0.00082313083412760535 -0.0012109372185655819 -0.00024362536791089432 6.3574212368018038e-06 -0.00082073356073402055 -0.00074777071213457183 0.00053445810714491059 -0.00016073553920006438 0.0012630974692695216 9.0289834440831484e-05 0.0012036321383507127 0.0010728549755479677 0.000596561734040265
leaf_weight=0.0011471436181749025 0.0010371011171884026 0.0012861691422061386 0.0011555631064044105 0.0012199081899216977 0.0011315968204481655 0.0011430659038060556 0.0017784285642262398 0.0014269126105625994 0.0013360327081653805 0.0015712336635120222 0.0013725317727243114 0.0016388204086651356 0.0012319386404014837 0.0010375314352816453 0.0016893385976526343 0.0015255190665684412 0.0010100399254682202 0.0010852893406343433
leaf_count=491 181 39 51 98 89 311 314 56 227 276 83 441 126 76 73 90 24 75
internal_value=0 2.87454e-05 -1.68292e-05 2.7569e-05 -3.00526e-05 2.03232e-05 -6.68183e-05 6.83062e-05 0.000141534 2.89112e-07 0.000145479 0.000372029 0.000571854 0.000568523 -0.000285384 0.000857065 0.000705393 0.000922332
internal_weight=0 0.023677 0.0223909 0.0212353 0.0200154 0.0189783 0.0168366 0.0150582 0.0139151 0.0104563 0.00888506 0.00582319 0.00439628 0.00345885 0.00306187 0.00316434 0.00214164 0.00212282
internal_count=3121 2630 2591 2540 2442 2261 2148 1834 1523 1145 869 713 657 378 156 531 113 151
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=18
num_cat=0
split_feature=124 4 43 43 160 14 16 4 52 4 150 1 2 2 47 2 2
split_gain=0.000367451 0.000258347 0.000377275 0.000303919 0.000233952 0.000227076 0.000232919 0.000332664 0.000321872 0.000315026 0.000245581 0.00026277 0.000139141 0.000262312 0.000125473 0.000244052 6.36477e-05
threshold=0.10281000000000001 -0.49405499999999997 -0.34140499999999996 -0.20207499999999998 -0.10151499999999998 0.077685000000000018 0.22339500000000004 -0.0029599999999999995 -0.087769999999999987 0.0052350000000000009 0.086730000000000015 0.10887500000000001 0.10097500000000002 0.090425000000000019 0.092530000000000015 0.082275000000000015 0.11585500000000001
decision_type=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 7 8 -6 -9 14 -12 13 -10 15 -11 -17
right_child=-2 2 3 4 5 -7 -8 9 12 10 11 -13 -14 -15 -16 16 -18
leaf_value=-0.00066172804001813702 0.00082634066766465539 -0.00091538628761202482 0.00081076423899041129 -0.00067902308834482056 -0.00031930720915992008 -0.00064080898536057935 -0.00045804052771622141 -0.00083849311272355125 0.00039760285862013885 0.00063904920580339249 0.00096159432519659282 -0.0001000154433895317 0.00024567923533318453 0.0013739250316123256 -0.0004432261938859119 -2.9169109940032448e-06 -0.00052038828931377388
leaf_weight=0.0016602622119474822 0.0012176938072330215 0.0010942087825844818 0.0011834406647204245 0.0012268039494571911 0.0010081034878430071 0.0011536879213547282 0.0017497070755835452 0.0010582144572816657 0.0013920490893549872 0.0012183360052112624 0.0013421217868572199 0.0010208754564224876 0.0012677879374012324 0.001346182591252125 0.001823247159203796 0.001364168807746563 0.0010430839078200485
leaf_count=154 39 117 61 385 169 64 278 150 848 71 66 41 134 153 118 172 101
internal_value=0 -6.36415e-05 -1.4707e-05 3.66286e-05 -1.42276e-05 3.43544e-05 8.41775e-05 0.000152509 0.000477174 -3.10206e-05 7.83621e-05 0.000502952 0.000677607 0.000877587 -0.00010577 6.39314e-05 -0.000227142
internal_weight=0 0.0219523 0.020292 0.0191978 0.0180144 0.0167876 0.0156339 0.0138842 0.00501412 0.00887005 0.00781183 0.002363 0.00400602 0.00273823 0.00544884 0.00362559 0.00240725
internal_count=3121 3082 2928 2811 2750 2365 2301 2023 1304 719 569 107 1135 1001 462 344 273
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=17
num_cat=0
split_feature=43 12 14 52 13 52 4 1 157 3 0 15 2 4 16 47
split_gain=0.000242734 0.00033179 0.000314698 0.000242012 0.000207752 0.000340951 0.000268947 0.000267166 0.00022153 0.000352962 0.000319926 0.000260074 0.000211452 0.000193568 0.000147114 5.19688e-05
threshold=0.24789500000000006 0.12757000000000002 0.057600000000000005 0.41423000000000004 -0.084034999999999985 0.10744000000000002 -0.35136499999999998 0.083345000000000016 -0.063304999999999986 0.11296500000000002 -0.019414999999999998 0.035560000000000008 0.090675000000000019 0.0067750000000000006 -0.36241499999999999 0.096300000000000011
decision_type=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 -1 -8 10 11 12 13 -10 -9 -15
right_child=-2 -3 -4 -5 5 -7 8 14 9 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.00011121847012637962 -0.00075307029867438882 0.00091586204407050412 -0.00090881437010649718 -0.00074566906537160019 -0.0007940159106635885 0.00073958615566507434 0.00056022397850555392 0.00023229434615367844 -0.00078309132180951326 -0.00092170240241635246 0.00068471181443097238 -0.00090766745090243987 0.00049410319652005833 0.00031065159724370838 0.00097993747079975265 -0.00019159455294083207
leaf_weight=0.001952389232752645 0.0011370280297428861 0.0010687086104741441 0.0010230430998072739 0.001035656325786726 0.0014351027896606335 0.0013585985654234614 0.0014429867525260218 0.0012033848832221951 0.0011540181881667787 0.0013022671625897431 0.0014880010335610785 0.001048116885116801 0.0015498838396346762 0.0010482187105142413 0.0017226508017845754 0.0011776369283813537
leaf_count=481 188 75 98 170 169 190 179 107 176 53 67 562 301 41 208 56
internal_value=0 2.52385e-05 -2.24909e-05 2.54372e-05 7.00935e-05 -3.82156e-05 -0.000128951 0.000358822 -3.54803e-05 -0.000133516 3.96648e-06 -0.000165483 -7.68741e-06 -0.00023779 0.000672456 4.49274e-05
internal_weight=0 0.0210107 0.019942 0.0189189 0.0178833 0.0130048 0.0116462 0.00487842 0.0102111 0.00876814 0.00746588 0.00597787 0.00492976 0.00337987 0.00292604 0.00222586
internal_count=3121 2933 2858 2760 2590 1794 1604 796 1435 1256 1203 1136 574 273 315 97
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=12
num_cat=0
split_feature=43 160 484 15 52 3 1 15 3 2 12
split_gain=7.81383e-05 0.000117844 0.000110604 0.000138901 0.000223165 0.000207757 0.000129976 0.000257392 0.000150679 0.000145405 0.000108508
threshold=0.18116500000000002 -0.10151499999999998 -0.0068949999999999992 1.0000000180025095e-35 0.10744000000000002 -0.083924999999999986 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 8 9 10 -8
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0031053505964687643 -0.0027089157693557966 -0.0027119430586279138 -0.0016909537278033918 0.0012634306865474294 0.0053407578982322297 -0.0047099758832670089 -0.0015261498062749341 0.0057541962391802395 -0.0020238628273947187 0.0040962013160785529 0.0024454681213548837
leaf_weight=0.0010323439833385207 0.0010198679460415019 0.0010526404214325326 0.0018845029053106569 0.0012666967815523622 0.0011612060138254674 0.0010997541388258212 0.0016333310421847661 0.0010987073622403497 0.0017490813368128688 0.0014291385200903154 0.0012112309380132302
leaf_count=405 208 448 417 402 46 464 207 178 144 172 30
internal_value=0 0.000169703 0.000418555 0.000681471 0.00119214 -0.00151257 0.000657232 0.00127861 0.000462155 0.0014796 0.000164988
internal_weight=0 0.0146186 0.0135863 0.0125336 0.0101672 0.00236645 0.00900599 0.00712149 0.00602278 0.0042737 0.00284456
internal_count=3121 2913 2508 2060 1194 866 1148 731 553 409 237
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=13
num_cat=0
split_feature=14 147 11 3 52 52 13 1 0 2 1 151
split_gain=7.04303e-05 9.81489e-05 0.000129818 0.000118452 0.000111588 0.000123969 0.000122222 0.000146394 9.86342e-05 0.000172489 0.000154644 0.00010644
threshold=0.054835000000000009 0.089025000000000007 0.081005000000000008 -0.12018999999999998 0.15116000000000002 0.091275000000000009 -0.084034999999999985 0.090475000000000014 -0.10151999999999999 0.08622500000000001 0.122185 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -8 -10 -11
right_child=-2 -3 -4 4 -6 -7 8 -9 10 11 -12 -13
leaf_value=0.0018903009390660265 -0.0018991485129264711 0.00236969416833068 -0.0023975791675611121 -0.00072536064283595513 -0.0023298066416903881 0.0021831443012460387 0.0021292053239483715 0.0032390004686061184 -0.0040174211620728623 -0.0030749803988550078 3.3291601309924084e-05 0.00016825569741816035
leaf_weight=0.001914679786970022 0.0010298664332938365 0.0010094996692713307 0.0011936540697305995 0.001006857499221598 0.0011470907156264564 0.0014060097768084923 0.001303041391241825 0.0010750326288102097 0.0010977387954681775 0.0010185725279209801 0.001010094773786694 0.0012678422557145241
leaf_count=119 110 118 147 441 342 304 39 162 1068 71 93 107
internal_value=0 0.000123015 -4.57284e-05 0.000183496 -0.000132793 0.00014158 -0.000227412 0.00132173 -0.000793496 -4.02084e-05 -0.00207628 -0.00127657
internal_weight=0 0.0144501 0.0134406 0.012247 0.0103323 0.00918519 0.00777918 0.00208189 0.00569729 0.00358946 0.00210783 0.00228641
internal_count=3121 3011 2893 2746 2627 2285 1981 603 1378 217 1161 178
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=17
num_cat=0
split_feature=14 52 157 124 158 48 14 1 47 0 43 42 3 15 48 16
split_gain=0.00028698 0.000276303 0.000275859 0.000281706 0.000196952 0.000240248 0.000318574 0.000442536 0.000418594 0.000406942 0.000224199 0.000241739 0.000280712 0.00019024 0.000147139 0.000221595
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.10281000000000001 0.085900000000000018 0.12737000000000001 -0.10708499999999999 0.094385000000000011 0.093140000000000014 -0.10324499999999999 -0.51144999999999985 0.084050000000000014 -0.12018999999999998 -0.011859999999999997 0.085700000000000012 -0.083539999999999989
decision_type=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 10 9 -9 -8 12 -12 -11 15 -14
right_child=-2 2 3 -5 -6 -7 7 8 -10 13 11 -13 14 -15 -16 -17
leaf_value=-0.00070219333449075101 -0.00074313891334302671 0.00077884759766252032 -0.00067075547462391123 0.00086153009773740129 -0.00073173950996480793 -0.00066080365051058752 0.00060946031382748021 0.0013516149171016538 -0.00015081093469485564 0.00080815311957038477 0.00062625401743243128 -0.00093521486648333828 0.00040532569963279484 -0.00018511656481239104 -0.00074225949879104958 -0.00046279891305180408
leaf_weight=0.0013010327278267985 0.0013771610590720398 0.0014057880828953475 0.0013903228928914832 0.0010219020849663299 0.0010000690167690221 0.0012901315329024434 0.0010327283672029132 0.0018762560359366631 0.0018330207303768938 0.0010097567219242709 0.0012014585959025893 0.0010489010182002864 0.0014139563728992515 0.001068151400023698 0.0012596515053207996 0.0017979589942091331
leaf_count=314 101 235 107 35 287 67 30 149 90 112 45 679 240 119 112 399
internal_value=0 3.00503e-05 7.85323e-05 2.45704e-05 -2.50912e-05 1.84721e-05 7.71612e-05 0.000153949 0.000497278 0.000797711 -0.000102273 -0.000211621 -7.78334e-05 0.000297562 -0.000267014 -8.06312e-05
internal_weight=0 0.0209511 0.0196501 0.0182443 0.0172224 0.0162223 0.0149322 0.0135418 0.00578718 0.00395416 0.00775465 0.00672193 0.00567303 0.00207791 0.00447157 0.00321192
internal_count=3121 3020 2706 2471 2436 2149 2082 1975 470 380 1505 1475 796 231 751 639
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=17
num_cat=0
split_feature=133 133 14 1374 457 484 160 1 474 42 4 15 1 4 1 3
split_gain=0.000265708 0.000294222 0.000201775 0.000182059 0.000390217 0.000279458 0.000179578 0.000227775 0.000190364 0.000232919 0.000269739 0.000317536 0.000394534 0.00024522 0.000244259 0.000176487
threshold=0.10622000000000002 0.092845000000000011 0.076175000000000007 -0.08070999999999999 0.092360000000000012 -0.0068949999999999992 -0.22361499999999998 0.12958500000000003 0.084660000000000027 -1.0000000180025095e-35 -0.083854999999999985 1.0000000180025095e-35 0.11039500000000001 -0.27825499999999997 0.094385000000000011 0.10542000000000001
decision_type=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 -8 13 12 14 -11 -12 -9
right_child=-2 -3 -4 4 -6 6 7 15 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00067763711549555499 -0.00085812660936853227 0.00093675619235446435 -0.00068934252741140048 -0.00078851812245307588 0.0011033847381704237 -0.00058315031399658259 -0.00068472901415003197 0.0011283777615433187 0.00064043789076555571 5.8885635090934909e-05 -0.00010380797391510048 -0.0010128326318772159 -0.00063076652046478048 0.0011291795431655179 0.00078357776189626898 0.00019849068331877277
leaf_weight=0.0010595466360285846 0.0010850839495779438 0.0010218174332570487 0.0012819517928930315 0.0012557214694047586 0.0010343989700751779 0.0011998788777548555 0.0015398275699215975 0.0010732875132461539 0.0013302802046213378 0.0015194879418665153 0.0018423789537220132 0.0010631648452559261 0.0018620749240875201 0.00113270081579658 0.0019205913939744912 0.0014609862538291774
leaf_count=53 435 128 86 377 81 258 528 82 175 125 221 248 105 36 109 74
internal_value=0 2.48388e-05 -2.0447e-05 2.39957e-05 6.47647e-05 2.30398e-06 6.45852e-05 0.000117296 1.87079e-05 -5.73085e-05 4.6126e-05 -0.000140196 2.47366e-05 0.000515988 0.000349107 0.000592306
internal_weight=0 0.0215981 0.0205763 0.0192943 0.0182348 0.0172004 0.0159447 0.0147448 0.0122105 0.0108802 0.0093404 0.00668821 0.00562505 0.00265219 0.00376297 0.00253427
internal_count=3121 2686 2558 2472 2419 2338 1961 1703 1547 1372 844 683 435 161 330 156
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=12
num_cat=0
split_feature=14 148 41 3 124 0 13 160 1 0 4
split_gain=8.10448e-05 9.17531e-05 8.17527e-05 8.48387e-05 7.78836e-05 0.000167256 0.000168441 0.000112766 0.000158496 0.000213402 0.000102504
threshold=0.057600000000000005 -0.043434999999999994 0.075585000000000013 -0.12018999999999998 -0.043384999999999993 -0.053834999999999994 -0.089109999999999981 -1.0000000180025095e-35 0.094465000000000007 -0.11437499999999999 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6 10 -10 -9
right_child=-2 2 -4 4 5 6 -8 8 9 -11 -12
leaf_value=0.0023230543924407216 -0.0021961356251980818 0.0016591079582539059 -0.0020555537517511929 0.001887059418428125 -0.001693477493736928 9.2375501301873299e-05 -0.0040239497677437763 0.0009766011666775007 0.00016872116555795595 0.0044523123139067807 -0.0023532471416974703
leaf_weight=0.001113818223426267 0.0010007588411284915 0.0019562752592900993 0.00116126320955079 0.0010666789979564958 0.0014386520109295614 0.0011621830462663629 0.0013515251699778852 0.0011262915445376673 0.0016913554550886944 0.0012875274468222286 0.0012004576320724337
leaf_count=148 107 181 117 226 693 44 213 910 118 124 240
internal_value=0 0.000136325 -4.4867e-05 0.00014526 -0.000141578 -0.000375312 -0.00212082 0.000275267 0.000809104 0.00202017 -0.000741393
internal_weight=0 0.014556 0.0134422 0.0122809 0.0103247 0.00925799 0.00251371 0.00674428 0.00530563 0.00297888 0.00232675
internal_count=3121 3014 2866 2749 2568 2342 257 2085 1392 242 1150
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=18
num_cat=0
split_feature=133 3 48 50 2 41 474 151 48 2 13 160 13 1 43 0 0
split_gain=0.000376305 0.000407106 0.000311806 0.000442981 0.000403113 0.000274429 0.000271808 0.000288403 0.00034073 0.000297025 0.000192925 0.000253589 0.000125036 0.000277767 0.000234215 0.000169721 0.000176251
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 0.078475000000000017 0.084660000000000027 -0.084764999999999993 0.092475000000000016 0.10559 -0.10664 0.086075000000000013 0.0076650000000000008 0.13743000000000002 -0.24021999999999996 -0.055064999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -9 12 15 14 -14 16 -12
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.000669167015821171 -0.00087146481589071997 0.00069933852242991387 -0.00072001653110381552 -0.00078971697192460686 0.00077360140532028911 -0.00076897107876620885 0.00069220459999722365 0.00064054820656985736 0.00085393605764727944 -0.00070561302751013882 0.00040803535798446917 -0.00068009832169676847 6.9009576903172141e-05 0.00049727736043813644 -0.00089878385431937469 0.00081122857685316321 -0.0004116615496821684
leaf_weight=0.0014160998150153656 0.0011664323619802039 0.001977292272761332 0.0014745965068065905 0.0015003196815544647 0.0018244417895819541 0.0010207960128929541 0.0014647305788784157 0.0012613770936740184 0.0011897902331701191 0.0013180366093891041 0.0015915643780780577 0.001157065475491631 0.0012028954832041805 0.0012095840658652435 0.0011881147699479983 0.001088275478834601 0.0010346213151259005
leaf_count=197 435 149 65 439 233 97 186 43 97 138 72 117 34 9 97 81 632
internal_value=0 2.87517e-05 -3.45625e-05 1.73577e-05 8.47503e-05 6.89784e-06 5.92716e-05 -8.60917e-06 6.78054e-05 -1.68281e-05 7.64419e-05 -7.54542e-06 9.88362e-05 -0.000106468 -0.000411896 0.000297847 8.51047e-05
internal_weight=0 0.0229196 0.0209423 0.0194677 0.0179674 0.016143 0.0151222 0.0136574 0.0122413 0.0110515 0.0097335 0.00847212 0.00731506 0.00360059 0.00239101 0.00371446 0.00262619
internal_count=3121 2686 2537 2472 2033 1800 1703 1517 1320 1223 1085 1042 925 140 131 785 704
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=12
num_cat=0
split_feature=14 157 14 48 2 40 4 42 48 13 0
split_gain=6.64584e-05 7.99531e-05 0.00011933 9.69904e-05 0.000256081 0.00013117 0.000142954 0.000172319 0.000146315 0.000215763 0.000105859
threshold=0.057600000000000005 -0.073574999999999988 -0.10708499999999999 0.12230500000000001 0.10912000000000001 -1.0000000180025095e-35 0.053180000000000012 1.0000000180025095e-35 0.088965000000000002 -0.084034999999999985 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 9 -7 -6
right_child=-2 2 3 -5 10 6 7 -9 -10 -11 -12
leaf_value=0.0017489328773152787 -0.001838168488724869 -0.002380156070563032 -0.0025398538052699149 -0.0019443302477006742 0.0040151056069231607 0.00078459319185021084 0.0028239426395347583 -0.00072035491400610592 0.0014805199466310587 -0.0030501905094591809 0.00085335181412850921
leaf_weight=0.0014438568218735357 0.0010008414048895417 0.0010964708749698912 0.0011396553025054797 0.0010853235293406269 0.0012128830488294488 0.0013169459284914963 0.0017754388345153117 0.0012568889789347226 0.001202050314791054 0.0019565874741004925 0.0010686362807594421
leaf_count=398 107 102 181 91 144 352 139 137 162 1043 265
internal_value=0 0.000113071 -6.70808e-05 0.000144017 0.000351403 -0.000224487 0.000126972 0.00135484 -0.000704945 -0.00150745 0.00253418
internal_weight=0 0.0145547 0.0131109 0.0120144 0.0109291 0.00864757 0.00750791 0.00303233 0.00447558 0.00327353 0.00228152
internal_count=3121 3014 2616 2514 2423 2014 1833 276 1557 1395 409
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=11
num_cat=0
split_feature=1 42 3 52 42 47 12 12 1 49
split_gain=6.79039e-05 0.000108648 0.000100278 9.13216e-05 0.000116824 0.000137526 9.61438e-05 0.00016887 8.90907e-05 8.03509e-05
threshold=0.12500000000000003 0.092620000000000022 0.11296500000000002 -0.088204999999999992 -1.0000000180025095e-35 0.092710000000000015 0.089505000000000015 0.09857500000000001 0.086105000000000015 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 8 -8 -6 -10
right_child=2 -3 -4 4 5 -7 7 -9 9 -11
leaf_value=-0.0016195035003132442 0.002276213159484767 -0.0021499235953345484 -0.00069603759459929075 -0.0019909173293812172 -0.0013293834587748629 -0.0019990282455450842 0.0046433571107817968 0.00024830394064256954 -4.3119702389459961e-05 0.0024221113126548293
leaf_weight=0.0017771529723195805 0.0017550422108926168 0.0016705987800303404 0.0012022709550620625 0.0011689794938514993 0.0012737171139808878 0.0010333253445012069 0.001110901257075525 0.0010874116959822544 0.0017375585969944263 0.0015929535974961995
leaf_count=542 149 548 130 687 500 108 119 38 148 152
internal_value=0 -0.000268563 0.00106787 2.29415e-05 0.000347087 0.000695877 0.00110524 0.00246931 0.000453959 0.00113598
internal_weight=0 0.0124526 0.00295731 0.010782 0.00900485 0.00783587 0.00680254 0.00219831 0.00460423 0.00333051
internal_count=3121 2842 279 2294 1752 1065 957 157 800 300
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=13
num_cat=0
split_feature=2 50 15 15 156 12 4 2 52 16 1 52
split_gain=6.76589e-05 0.000113526 8.1132e-05 0.000142829 0.000107492 8.2681e-05 0.000111508 0.000157962 0.000152013 0.000130333 0.000108206 0.000128873
threshold=0.14122000000000004 0.083090000000000011 -0.24436499999999997 -0.11713499999999999 0.086945000000000008 -0.029094999999999999 0.076415000000000025 0.11093500000000002 0.091820000000000013 -0.29154999999999992 0.091095000000000023 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 10 -8 11 -7
right_child=-2 -3 3 4 -6 6 9 -9 -10 -11 -12 -13
leaf_value=0.0015862363160747464 0.0016648939864077007 -0.0022534759304898761 -0.0024216834924929848 -0.0012398330279503331 -0.0019814565267216662 0.0027082851626344323 0.00026309084441762876 0.0024509577408712898 -0.002551120115564829 0.0036689806698602932 -0.0015221184027782797 -0.00041108182781235273
leaf_weight=0.0014467242011223019 0.0010698722052180842 0.0011108455546269052 0.0011814936350736044 0.0013482348283169231 0.0010537004307934325 0.0012002053103006022 0.0010760795444726412 0.0011242526058243829 0.0012001084747237344 0.0010649310412357421 0.0011028320405166853 0.0013302093216734454
leaf_count=157 178 556 208 159 311 220 113 129 323 57 139 571
internal_value=0 -0.000134824 4.44383e-05 -0.000146501 0.000109497 0.000342721 0.000606181 0.00012067 -0.000421361 0.00195717 0.000282126 0.00106847
internal_weight=0 0.0142396 0.0131288 0.011682 0.0105006 0.00944685 0.00809862 0.00595761 0.00483336 0.00214101 0.00363325 0.00253041
internal_count=3121 2943 2387 2230 2022 1711 1552 1382 1253 170 930 791
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=12
num_cat=0
split_feature=124 52 157 160 151 49 4 16 15 13 4
split_gain=7.14769e-05 7.64947e-05 7.73889e-05 0.000138209 0.0001138 0.000158871 9.61115e-05 0.000155395 0.000133943 6.34627e-05 0.00028424
threshold=-0.043384999999999993 -0.24164999999999998 -0.072409999999999988 -1.0000000180025095e-35 -0.084129999999999996 0.085350000000000023 0.181285 -0.094359999999999986 -0.11713499999999999 -0.084034999999999985 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -8 -9 -11
right_child=1 2 3 4 5 -7 8 9 -10 10 -12
leaf_value=0.0015997012663393469 -0.001856321809179906 0.0016549785090663677 -0.0020237860894004589 -0.0020726092745886535 -0.002630820899266798 0.0031132132631304151 -0.00038678586014999578 0.0015183021728291783 0.0029793936257106299 -0.0025415067241339206 0.0024408907222567217
leaf_weight=0.0013030922553375944 0.0012465879284084035 0.0013179745233614102 0.001774522758760993 0.0010489216123402293 0.0013000615618095103 0.0010063429161850448 0.0012582571957122715 0.0013192442470397504 0.001182253327646432 0.0013993790907766493 0.001021345170341581
leaf_count=259 361 302 637 108 148 166 89 224 79 709 39
internal_value=0 -0.000159294 8.22639e-06 -0.000183667 0.000158762 0.000434544 7.41878e-05 -0.000492211 0.00124389 0.000251198 -0.000439348
internal_weight=0 0.0138749 0.0126283 0.0113103 0.00953581 0.00848688 0.00748054 0.00504003 0.00244051 0.00373997 0.00242072
internal_count=3121 2862 2501 2199 1562 1454 1288 1120 168 972 748
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=17
num_cat=0
split_feature=124 47 47 42 43 16 50 2 48 160 12 48 4 3 0 16
split_gain=0.000268485 0.000258496 0.000248186 0.000231963 0.000317277 0.000784337 0.000177553 0.000248471 0.000350368 0.000191008 0.000185265 0.000171588 0.0001511 0.000261267 0.000125884 0.000119173
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.088934999999999986 -0.20207499999999998 0.22339500000000004 0.096640000000000018 0.11474000000000002 0.081805000000000017 -0.082299999999999984 0.092200000000000018 0.094680000000000014 -0.0016099999999999997 -0.084074999999999997 0.010870000000000003 -0.094359999999999986
decision_type=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 -9 -6 11 12 13 -11 -12 -14
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 14 -13 15 -15 -16 -17
leaf_value=-0.0006696412726458587 0.00074417243316183147 -0.00079066173810251553 0.00072015083260554649 0.00065322424706301869 -0.00056041494954842228 -0.0011121742723925075 -0.00055854122463368445 0.0012007282459213248 -6.4472295108362405e-05 -0.00050585491761320745 0.00080504207987984369 0.00053871364932594763 -0.00071838633783456176 0.00046482321749138482 7.4057425108799792e-05 -0.00010119235281504839
leaf_weight=0.0012973526852259809 0.0011088029057018381 0.0010327802692982049 0.0010891086504210097 0.0016473190689945119 0.0012363698515053907 0.0015261643866668695 0.0010350414024779412 0.0010900326851492207 0.0010060995782033011 0.0010400472578776477 0.0012297271379213756 0.0010444312768604636 0.0013762846674882541 0.0018273736516948857 0.001038862490887027 0.0016376177848306242
leaf_count=362 39 59 102 105 337 326 326 174 47 260 266 71 157 360 17 113
internal_value=0 -3.72567e-05 3.43507e-06 -3.98519e-05 8.97041e-06 -6.13695e-05 5.68811e-05 0.000107731 0.000593458 1.01202e-05 8.68405e-05 -3.87649e-05 -0.000141316 0.000112747 0.0004703 -0.000383031
internal_weight=0 0.0201546 0.0191218 0.0180327 0.0167354 0.0150881 0.0135619 0.0125268 0.00209613 0.0104307 0.00919434 0.00692575 0.00588132 0.00286742 0.00226859 0.0030139
internal_count=3121 3082 3023 2921 2559 2454 2128 1802 221 1581 1244 961 890 620 283 270
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=11
num_cat=0
split_feature=4 0 3 3 12 1 0 48 3 1
split_gain=6.06148e-05 9.07745e-05 0.00017329 0.000135169 0.000129016 0.000126347 0.000107908 9.57483e-05 6.5081e-05 1.3729e-05
threshold=0.27287000000000006 -0.062294999999999996 0.090900000000000009 0.076840000000000006 0.080890000000000017 0.094385000000000011 -0.13027499999999997 0.093015000000000014 -0.13309499999999996 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 -4 -2 -7
right_child=8 3 7 -5 -6 9 -8 -9 -10 -11
leaf_value=-0.0014130515515121144 -0.00014231644877544272 0.0028056515050965381 0.0018568205181764635 -0.0012012283306417479 -4.3937897122275691e-06 0.00021989844963202465 -0.0046548967956772866 -0.00095591474542437791 0.0020063713497177997 -0.00099072923607891931
leaf_weight=0.0011846753845252142 0.0015290434990353763 0.0016460415671051007 0.0015416024954802987 0.0017090279415747922 0.0018750058254178026 0.0010073981537935817 0.0010295450028300155 0.0011216967638323361 0.0014962904706796601 0.0010027831353589534
leaf_count=141 83 104 87 107 269 190 1719 62 269 90
internal_value=0 -0.000238585 -0.000790999 0.000488912 0.00130926 -0.00171347 -0.00292041 0.000672186 0.000920396 -0.000384026
internal_weight=0 0.0121178 0.0068877 0.00523008 0.00352105 0.0042244 0.00221422 0.0026633 0.00302533 0.00201018
internal_count=3121 2769 2289 480 373 2140 1860 149 352 280
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=12
num_cat=0
split_feature=484 1 12 43 16 16 2 16 49 4 4
split_gain=5.68208e-05 8.49274e-05 0.000106954 0.000103296 0.000155064 7.7311e-05 0.000180875 0.000145726 0.00010033 0.000149163 9.64365e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 -0.014034999999999997 0.094835000000000017 -0.071854999999999988 0.0021350000000000002 0.26790000000000008 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 10 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0017632947999518915 0.0022848384146514182 0.0019624492870343319 -0.002324373291926367 0.0015722778762961083 -0.0028963480548337243 -0.0004392174556194669 0.0037694455100488094 -0.0027947496183144275 -0.0017391162069185326 0.003513205726413979 -0.0012783014390778209
leaf_weight=0.0010754488624068513 0.0012745681706175559 0.0014244634553660712 0.0012066711267416505 0.0013724458053398546 0.0011168222263563373 0.0014817348344589552 0.0011324222903309755 0.0011464115982507093 0.0011486131598625708 0.0010343950201445688 0.0016343062830097713
leaf_count=503 117 162 95 675 318 356 126 281 188 134 166
internal_value=0 0.000127907 -8.03458e-05 0.000158401 -0.00011082 0.000236759 0.00138393 -0.000236536 0.00032857 0.000916268 2.28586e-05
internal_weight=0 0.0139729 0.0125484 0.0113417 0.0100672 0.00895033 0.00261416 0.00633617 0.00518976 0.00404115 0.00300675
internal_count=3121 2618 2456 2361 2244 1926 482 1444 1163 975 841
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=11
num_cat=0
split_feature=150 151 151 4 43 43 1 43 16 16
split_gain=5.48135e-05 0.00013796 0.000121115 0.000132628 8.37226e-05 0.000137377 0.000162702 0.000126509 0.000101003 7.86666e-05
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.40473500000000007 -0.074359999999999996 0.05259500000000001 0.095285000000000022 -0.090869999999999992 0.15891500000000003 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 8 -4 -7
right_child=1 -3 3 -5 5 9 -8 -9 -10 -11
leaf_value=-0.0027837908572110499 0.0026470709042729895 -0.00056080615512166558 -0.0020987194303600581 0.0023902684335158678 -0.0043856451062094055 -0.00094186397034947647 -0.0005825654233375504 0.0027830229580265561 0.0011290900600740832 0.0021410974451862219
leaf_weight=0.0011372101973047078 0.0015837599836819316 0.0019639879685768103 0.0012319459888707265 0.0013201748582279066 0.0012351096399544114 0.0011250768348462399 0.0018192589091416966 0.0011631258561551503 0.0013061511917079119 0.0010430871237613881
leaf_count=265 264 156 287 227 857 295 233 399 77 61
internal_value=0 0.000871231 -0.00028001 -2.05746e-06 -0.000355977 -0.00101539 -0.00212043 0.000574475 -0.00043763 0.000541325
internal_weight=0 0.00354775 0.0113811 0.0102439 0.00892376 0.00522253 0.00305437 0.00370122 0.0025381 0.00216816
internal_count=3121 420 2701 2436 2209 1446 1090 763 364 356
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=14
num_cat=0
split_feature=43 3 48 2 52 0 150 12 159 4 43 4 0
split_gain=0.000178631 0.000186537 0.000154405 0.00026008 0.000241823 0.000142854 0.000164478 0.000201482 0.00018329 0.000111743 0.000202149 0.000197057 0.000141779
threshold=0.24789500000000006 0.16158000000000003 0.12879500000000002 0.11548000000000001 0.11434500000000002 -0.23091999999999999 0.08882000000000001 0.10345000000000001 0.091005000000000016 -0.0016099999999999997 -0.075574999999999989 -0.46376499999999993 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 11 -11 -7 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14
leaf_value=0.00060665591568969247 -0.0006822845956519812 0.00058748943308204588 -0.00057967379684366002 0.00060526036064219107 -0.00070531008826340137 -0.00040463593128573996 -0.00046452111584500277 0.00062541554028450056 -0.00065303173218559166 0.00035535625819490798 -0.00058269384375573858 9.6676325793148177e-05 0.00075794047728337159
leaf_weight=0.0010194461522701178 0.0010078258292376885 0.0014716677115125245 0.0012364407399219892 0.0018239101031026347 0.0013806299326131278 0.0010842161059243516 0.0019822835795253466 0.0014189336721489284 0.0011451604199167187 0.0010114105856096345 0.0015915095114353885 0.0019332866722164416 0.0015911657713626459
leaf_count=48 188 148 71 276 365 126 168 129 183 126 178 1039 76
internal_value=0 2.6833e-05 -2.10867e-05 2.21283e-05 -5.29937e-05 1.74906e-05 -3.35915e-05 5.37911e-05 -4.32679e-05 5.35593e-05 -0.000218198 0.000207044 0.000395214
internal_weight=0 0.0186901 0.0172184 0.015982 0.014158 0.0127774 0.011758 0.00977568 0.00835675 0.00721159 0.00260292 0.00460867 0.00352445
internal_count=3121 2933 2785 2714 2438 2073 2025 1857 1728 1545 304 1241 1115
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=12
num_cat=0
split_feature=52 1 12 159 43 52 15 12 3 1 15
split_gain=6.21244e-05 0.000128738 8.91914e-05 9.95462e-05 0.000117235 0.00012542 9.31177e-05 0.000161963 0.000121816 0.00015857 0.000125712
threshold=-0.28430999999999995 0.13686500000000004 0.11650500000000001 0.091530000000000014 -0.15582499999999996 -0.081429999999999989 0.050935000000000008 0.091475000000000015 0.12178000000000001 0.094385000000000011 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -7 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.0020555005194308803 0.0029425905427337847 0.0032832986667026319 -0.0025145079207132795 -0.0025067763001110875 0.002455594425981845 -0.0013965244338596629 0.001899497439300347 -0.0041415470542972696 -0.0031188682261491085 0.0045834174920226043 6.9008174516914917e-05
leaf_weight=0.0011774199798094331 0.0013974626304161008 0.001056454468218118 0.0011883450728679525 0.0010936628285701253 0.0015484447310629987 0.0019856944544478826 0.0012170983391184068 0.0011013844273669374 0.0010023615011105491 0.0010305792483204807 0.0011008183445105901
leaf_count=344 151 159 107 285 241 467 912 206 62 98 89
internal_value=0 0.000167914 -9.19388e-05 0.000158886 0.000439643 5.04127e-05 -0.000450303 -0.000910038 -0.000214821 0.000492209 0.00225183
internal_weight=0 0.0137223 0.0126659 0.0114775 0.0103838 0.00898638 0.00743794 0.00622084 0.00511945 0.00411709 0.0021314
internal_count=3121 2777 2618 2511 2226 2075 1834 922 716 654 187
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=13
num_cat=0
split_feature=47 47 42 43 16 16 2 16 16 4 4 150
split_gain=5.32931e-05 0.000106224 0.000136816 0.000154911 0.000266935 0.000105334 0.000136149 0.000106515 7.219e-05 0.000133118 0.000210864 5.74174e-05
threshold=0.13148500000000005 0.10783500000000001 -1.0000000180025095e-35 -0.17390999999999998 0.22339500000000004 -0.008904999999999998 0.092365000000000017 -0.069144999999999984 -0.094359999999999986 0.24564500000000003 -0.0029599999999999995 0.10918000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 9 10 -5 -11
right_child=-2 -3 3 4 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.0024988192213261191 -0.0016221197324421928 0.002642376739049811 0.0032459292102187012 0.0011421402207769976 -0.0036430920237859399 -0.00019610017166275708 0.0035836755086575975 -0.0024923544314637736 0.0020614930444176321 0.0026737052596436236 -0.0039105118282503461 -4.942913612075819e-05
leaf_weight=0.0013478539495531431 0.0012238840872229881 0.001025369483265824 0.0010119747664179028 0.0010059049226792726 0.0012063112058467501 0.0011700829660811363 0.0013334338625572897 0.0010511634083779121 0.0012097649668761402 0.0010117354209991294 0.0011666062654647627 0.0010137160040697424
leaf_count=828 65 128 77 93 289 322 163 378 372 176 170 60
internal_value=0 0.000139922 -6.48858e-05 0.00022853 -7.17573e-05 0.000408933 0.0018171 -0.000136884 0.000320977 -0.000180604 -0.00157106 0.00131081
internal_weight=0 0.0135539 0.0125285 0.0111807 0.0101687 0.00896241 0.00250352 0.00645889 0.00540773 0.00419796 0.00217251 0.00202545
internal_count=3121 3056 2928 2100 2023 1734 485 1249 871 499 263 236
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=16
num_cat=0
split_feature=124 4 160 4 47 14 157 16 16 48 1 12 1 48 16
split_gain=0.00029804 0.000172542 0.000175168 0.000199163 0.000146692 0.000125326 0.000258315 0.000153636 0.000243332 0.000182488 0.000226177 0.000240569 0.000479984 0.000147435 0.000143774
threshold=0.10281000000000001 -0.49405499999999997 -0.10151499999999998 -0.39518999999999993 0.11596500000000001 0.076175000000000007 -0.08107499999999998 -0.056919999999999991 -0.0007049999999999999 0.085845000000000019 0.077565000000000009 1.0000000180025095e-35 0.10612500000000001 0.094275000000000012 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 9 -9 10 -8 12 -12 -11 -10
right_child=-2 2 3 4 -6 -7 7 8 14 13 11 -13 -14 -15 -16
leaf_value=-0.0005887809590119404 0.00083817247280916702 -0.00063902662954812273 0.00072864808761026727 0.00079982252445498481 -0.00052312299597611256 -0.00046017771566683806 -0.00019791296286858482 -0.00091215070152681518 0.00043037179070294841 -0.00066706453823514936 0.00095671023609402708 0.001047325723969036 -0.00059406713785355419 0.00010603275687152801 -0.0002862677126411504
leaf_weight=0.0014086576598026914 0.0010377055213584554 0.0010554098939910888 0.0010109499905972498 0.0011886336466867273 0.0013105175539177014 0.0011906501350940077 0.001488852223974913 0.0010366960622656442 0.0011775593804802366 0.0010356228667367171 0.0010523891490441528 0.0014682361363754781 0.00101391845828969 0.0016633722307890543 0.0018818987237736798
leaf_count=154 39 407 48 227 113 83 685 285 200 84 41 274 124 96 261
internal_value=0 -4.7117e-05 -3.7012e-06 3.68894e-05 -8.20457e-06 3.93245e-05 8.50479e-05 1.31604e-05 -0.000238654 0.000146729 0.000327976 0.000549496 0.000195758 -0.00019061 -1.04393e-05
internal_weight=0 0.0189834 0.0175747 0.0165193 0.0155083 0.0141978 0.0130072 0.0118185 0.00409615 0.00772239 0.0050234 0.00353454 0.00206631 0.002699 0.00305946
internal_count=3121 3082 2928 2521 2473 2360 2277 2050 746 1304 1124 439 165 180 461
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=13
num_cat=0
split_feature=484 42 15 1 48 1 3 13 43 4 4 3
split_gain=5.96317e-05 7.12098e-05 0.000106212 0.000131835 0.000146322 0.000133035 0.000154123 0.00012701 0.000116822 0.000102815 5.94947e-05 5.46663e-05
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 0.13686500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.097604999999999983 -0.010739999999999998 0.070450000000000013 -0.0016099999999999997 0.042705000000000007 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -4 -6 -8 -11 -12
right_child=1 -3 7 -5 5 6 9 -9 -10 10 11 -13
leaf_value=-0.0019324098979760331 -0.0025955500905160069 -0.0018896091515252218 0.00087566293786617419 0.0035057505741568438 -0.0023862423623313973 0.0040430323693887308 0.0029060521968591532 -0.0030675770802486672 0.0012622994701842216 -0.001732613035435811 0.0020359571929350596 -0.00065675498128254519
leaf_weight=0.0010556762597896891 0.0010435714350233187 0.0011199854408497295 0.0010510726438315021 0.0010587633385982604 0.0014673304910590313 0.0012795981216853257 0.0011192080411872212 0.0012852640261225576 0.0010773102293797319 0.0010208157086637384 0.0011058343453536571 0.0010315454654072909
leaf_count=503 112 311 511 108 450 157 231 395 92 96 103 52
internal_value=0 0.000143058 0.000324597 0.000695103 0.000369707 0.000751662 0.00148123 -0.00129359 -0.00084158 0.000714863 -6.16554e-05 0.000736396
internal_weight=0 0.0136603 0.0125403 0.010204 0.00914521 0.00810164 0.005557 0.00233634 0.00254464 0.0042774 0.0031582 0.00213738
internal_count=3121 2618 2307 1401 1293 1181 639 906 542 482 251 155
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=18
num_cat=0
split_feature=1213 2 14 43 159 43 42 52 475 51 160 0 0 0 2 52 1
split_gain=0.000436344 0.000327915 0.000289906 0.000278836 0.000352765 0.000308569 0.000179469 0.000364027 0.000280631 0.000208652 0.000275024 0.000195792 0.000541701 0.000211076 0.000394676 0.000193438 4.78356e-05
threshold=-1.0000000180025095e-35 0.14753000000000002 0.076175000000000007 0.24789500000000006 -0.032739999999999991 0.10366000000000002 0.097315000000000026 -0.28430999999999995 -0.051009999999999993 0.095050000000000009 0.092070000000000013 -0.062294999999999996 0.14486500000000005 -0.10607499999999999 0.10882500000000002 -0.068719999999999989 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9 10 11 13 -13 14 15 -10 -15
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12 12 -14 16 -16 -17 -18
leaf_value=-0.0010170369643121477 -0.00058459978220653532 0.00083290460084674072 -0.00080217772674646905 -0.00076252559104488644 -0.00085971014800389589 0.00091214562015115336 0.00060014699909383443 0.00089948286221065493 -6.2708240691709968e-05 0.00054185669452778062 -0.00074288828320107948 0.00090041204109272456 -0.00038768768504852816 -0.00078190491785637732 -0.00047401400772831308 0.0007859001825738166 -0.00029632740185796833
leaf_weight=0.0010387129611848225 0.001864087882691128 0.0011930936105132876 0.0011076440167612214 0.0010588439254586432 0.0010648660086821126 0.0011900157961638449 0.0015059474311647633 0.0010052376647154701 0.0011047229934505465 0.0017487258087572352 0.0012443432928458892 0.0019212340002140961 0.0014061911987877096 0.0010060344569679386 0.0019498704161317604 0.0016898119980664457 0.0010121192792629241
leaf_count=491 366 138 83 154 264 62 219 180 44 87 137 116 33 491 88 87 81
internal_value=0 2.78194e-05 -1.60817e-05 2.58359e-05 6.81807e-05 0.000136354 8.0937e-05 2.9337e-05 9.65358e-05 3.48413e-05 -4.3384e-05 4.28821e-05 0.000356053 -0.000111209 7.05004e-05 0.000450432 -0.000538384
internal_weight=0 0.0230728 0.0218797 0.0207721 0.0197132 0.0178491 0.0166591 0.0151532 0.0140883 0.0130831 0.0113343 0.01009 0.00332743 0.00676256 0.00474441 0.00279453 0.00201815
internal_count=3121 2630 2492 2409 2255 1889 1827 1608 1344 1164 1077 940 149 791 219 131 572
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=15
num_cat=0
split_feature=133 3 50 3 133 157 159 3 1 12 15 1 1 1
split_gain=0.000250224 0.000278637 0.000267861 0.00018167 0.00015197 0.000155649 0.000176957 0.00013435 0.000183559 0.000161964 0.000222088 0.000169733 0.000156254 0.000151214
threshold=0.10622000000000002 0.16158000000000003 0.10647500000000001 -0.20241999999999996 0.083950000000000011 -0.08107499999999998 0.082585000000000006 0.11296500000000002 0.11588000000000001 0.09334000000000002 1.0000000180025095e-35 0.099400000000000002 0.13436000000000001 0.086560000000000012
decision_type=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 10 11 13 -10 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.00050264025022528835 -0.00072956886612091207 0.0006086077208525718 -0.0007260057041074265 0.00042669617706648887 0.0004623685527181924 0.0003194688446119682 -0.00062107082761119457 -0.00044708267851235265 0.00073451554450058919 -0.00060225953020480178 -0.00061218371791464947 0.00062397191213480201 1.946948408779647e-08 -0.00032170804049435725
leaf_weight=0.0015864952040502934 0.00100207777885659 0.0016891162502907222 0.0011213538076369342 0.0012546184861545193 0.0012850698366519463 0.0014678272172497578 0.0013955276480531334 0.0016742712597039864 0.0012174840101975004 0.0012452912413766296 0.0010846303563728024 0.0011689670936867458 0.001347491685238917 0.0018186195108669811
leaf_count=125 435 149 264 127 488 161 230 60 52 267 539 72 39 113
internal_value=0 3.19869e-05 -2.3141e-05 2.44927e-05 -2.62152e-05 -7.21294e-05 -0.000122518 -5.94099e-05 1.0007e-05 -0.000118007 -9.15694e-06 0.000137644 0.000348653 -3.53389e-05
internal_weight=0 0.0193568 0.0176676 0.0165463 0.0149598 0.0136747 0.0124201 0.0110246 0.00935031 0.00678534 0.00554004 0.00445541 0.00256498 0.00328645
internal_count=3121 2686 2537 2273 2148 1660 1533 1303 1243 1152 885 346 91 274
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=16
num_cat=0
split_feature=133 3 48 50 2 41 474 160 151 42 15 15 4 1 52
split_gain=0.000274229 0.000338684 0.000239396 0.000292275 0.000222428 0.000158595 0.000180765 0.000217438 0.000140281 0.000189776 0.000203899 0.000219276 0.000168914 0.00021146 7.79041e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 0.075585000000000013 0.084660000000000027 -0.080719999999999986 -0.084764999999999993 -1.0000000180025095e-35 -0.095869999999999983 -0.15914499999999995 0.0052350000000000009 0.080270000000000022 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 11 -11 13 14 -12
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 12 -13 -14 -15 -16
leaf_value=-0.00061684415099015101 -0.00077404642893320874 0.00068376283999091914 -0.0006739219751706265 -0.00066011822301396072 0.00063061960930418123 -0.00053115196944921708 0.0006162867639343746 -0.00043868937275001307 -0.00030649447089702464 0.00037203673261980636 0.00071753781663832855 -0.00058456588422170627 0.00075951708451327217 -0.0003708878862250896 0.0001470759048772968
leaf_weight=0.0011537547225154232 0.0010165597502703313 0.0016815492240525578 0.0012269274641161223 0.001335764120774254 0.0015143455780028724 0.0011085253980689389 0.0012405038936548493 0.001083946350774718 0.0017814405129077315 0.0010265046706251536 0.0012166603732349113 0.0011873017968531399 0.0019602875255973207 0.0010314774921105774 0.0010037514336593834
leaf_count=279 435 149 65 439 233 108 185 140 431 50 183 59 120 188 57
internal_value=0 3.34186e-05 -2.7774e-05 1.98566e-05 7.91887e-05 1.86517e-05 6.66959e-05 7.12739e-06 7.70802e-05 0.000137799 0.000244382 -0.000141005 0.000408071 0.000196214 0.000459657
internal_weight=0 0.0195527 0.0178712 0.0166443 0.0153085 0.0137942 0.0126856 0.0114451 0.0102914 0.00920742 0.00742598 0.00221381 0.00521218 0.00325189 0.00222041
internal_count=3121 2686 2537 2472 2033 1800 1692 1507 1228 1088 657 109 548 428 240
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=16
num_cat=0
split_feature=124 52 14 157 150 3 12 151 16 3 1 42 160 4 0
split_gain=0.000231136 0.000172291 0.000170954 0.00024052 0.000185502 0.000175819 0.000209599 0.000166704 0.000210751 0.000179749 0.000127771 0.000157512 0.000293584 0.000130617 0.000126804
threshold=0.10281000000000001 -0.28430999999999995 0.076175000000000007 -0.08107499999999998 0.080470000000000014 0.090900000000000009 1.0000000180025095e-35 -0.0096649999999999982 -0.5048999999999999 0.090900000000000009 0.11061500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080924999999999983 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5 -9 10 11 -10 -13 -14 -11
right_child=-2 2 -4 4 5 -7 -8 8 9 14 -12 12 13 -15 -16
leaf_value=-0.00063847390854897756 0.00074472656270298655 0.00071246718222241255 -0.00062082548909879389 -0.00068512541155621638 -0.00044270664319121775 0.00075604891932766092 0.00051492959520991653 0.00064071650084666346 -0.00066403606221731182 -0.00089692333306642242 0.0004601929383178453 -0.00073072609489274938 0.00054527019612798542 -8.032916584647682e-05 -0.00019926775105768213
leaf_weight=0.0011921456870770389 0.0010059095253323038 0.0012484471513293507 0.0011020526880234352 0.0012095463242359503 0.0012021208641704853 0.0013489055859035037 0.0011638941180490275 0.0010189497935280028 0.0010246272001448306 0.0010963852742797986 0.0013315380865870363 0.0010047673106760423 0.0018707399865470738 0.0016037687918075087 0.0017500109199551916
leaf_count=338 39 234 88 180 112 88 104 93 598 62 164 358 158 414 91
internal_value=0 -4.6297e-05 -7.02402e-06 3.30645e-05 -2.12193e-05 0.000292597 2.83754e-05 -0.000119101 -5.51213e-05 -0.000128354 1.30781e-05 -9.50907e-05 3.50547e-05 0.000256505 -0.000467993
internal_weight=0 0.0191679 0.0179758 0.0168737 0.0156253 0.00371492 0.00236601 0.0119103 0.0107008 0.00968184 0.00683544 0.0055039 0.00447928 0.00347451 0.0028464
internal_count=3121 3082 2744 2656 2422 304 216 2118 1938 1845 1692 1528 930 572 153
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=12
num_cat=0
split_feature=41 474 160 52 0 42 43 0 47 15 48
split_gain=6.32687e-05 7.07403e-05 0.000112131 0.00017305 0.000185868 0.000165499 0.000139836 0.000139081 0.00010262 0.000129265 0.00010458
threshold=0.07831500000000001 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.0060199999999999993 -0.074359999999999996 -0.072269999999999987 0.084210000000000021 0.013270000000000002 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 -1 9 10 -8
right_child=-2 -3 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.0045518817418000517 -0.0022399737793968458 0.0025224315020725475 -0.0029130306332868297 0.0035652916257736624 -0.0034514449956960557 0.0037014466231578579 0.0037735937227430902 0.00046245426907296324 -0.0020000266098651898 -0.0015788330376649699 3.2877354915251699e-05
leaf_weight=0.0010547282105179811 0.0011006430322590974 0.001097066409363954 0.0011695086826495988 0.001373855248962331 0.0013318722685817805 0.001436392352138007 0.001653284272319205 0.0010127486838250625 0.0013492028678603329 0.0012054345000986032 0.0012082132777517796
leaf_count=557 151 334 626 164 92 325 189 149 88 375 71
internal_value=0 0.000167199 -3.47393e-05 0.000362438 -0.000107981 0.000447123 0.00102059 -0.00209562 0.000309616 0.00107584 0.00219415
internal_weight=0 0.0138923 0.0127952 0.0107278 0.00935391 0.00802204 0.00685253 0.00206748 0.00541613 0.00406693 0.0028615
internal_count=3121 2970 2636 1930 1766 1674 1048 706 723 635 260
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=11
num_cat=0
split_feature=124 50 131 160 13 2 48 2 15 4
split_gain=7.05271e-05 7.76453e-05 0.000101672 9.07387e-05 0.000124717 0.000145111 0.000151675 0.000142821 0.000168995 0.000130299
threshold=-0.043384999999999993 0.086580000000000004 0.085335000000000008 -0.085579999999999976 -0.10664 0.11215000000000001 0.091545000000000015 0.084245000000000014 -0.016799999999999995 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 7 8 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.0017991212834202633 0.0024905450674403491 -0.0021428139823491993 -0.0023938586151884046 -0.00034934256615808969 -0.0010867015385967738 -0.0027998692822470313 0.0027558163770204152 -0.0022933351431957878 0.0026723118975923985 0.0033066966165834362
leaf_weight=0.0012908856513068343 0.0010574505748413279 0.0012001576044085071 0.001051461446681696 0.0012262486615426949 0.0018651625446219101 0.0014663014076206557 0.0010979001834529808 0.001930971025185713 0.0013469733601271057 0.0013277637668432417
leaf_count=259 298 555 360 45 91 243 106 847 178 139
internal_value=0 -0.00017896 1.15732e-05 0.000235027 2.59073e-06 -0.000510625 2.72241e-05 -0.000555249 0.000489599 0.00155134
internal_weight=0 0.0135704 0.0123702 0.0113188 0.0102613 0.00770731 0.00624101 0.00514311 0.00321214 0.00255401
internal_count=3121 2862 2307 1947 1649 1465 1222 1116 269 184
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=11
num_cat=0
split_feature=124 41 484 160 52 0 13 151 1 4
split_gain=5.74322e-05 7.58738e-05 7.77153e-05 0.000156408 0.000149291 0.000194998 8.85134e-05 8.99656e-05 9.50341e-05 0.000156511
threshold=-0.043384999999999993 0.07831500000000001 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 0.10455500000000001 -0.16152999999999998 -0.0083949999999999979 0.13436000000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=0.0016930338281900921 -0.0027549516176760464 -0.0023620413367788492 0.001951783261989981 0.002545594544752834 0.0027733021986420131 -0.0036244042073434284 -0.0019729548753909722 -0.00055601240277884016 -0.0017572100662397866 0.002919502116686813
leaf_weight=0.0012848157647443572 0.0014868904862133216 0.0010309908443004731 0.0013095646361459034 0.0010191115135583829 0.001348215977892254 0.0010551422188556092 0.0014398304225694851 0.0019579988435357515 0.001088841479510487 0.0017254688415006582
leaf_count=259 573 140 332 88 162 94 202 1023 50 198
internal_value=0 -0.000168754 1.31495e-05 -0.000215126 0.00017684 -0.00024561 0.000247404 -0.000129618 0.000426526 0.00107204
internal_weight=0 0.0134621 0.0124311 0.0111215 0.00963461 0.00828639 0.00723125 0.00621214 0.00477231 0.00368347
internal_count=3121 2862 2722 2390 1817 1655 1561 1473 1271 1221
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=11
num_cat=0
split_feature=150 3 151 0 47 1 0 12 3 0
split_gain=5.74491e-05 0.000140309 0.00011109 0.000108284 0.000120367 0.000162324 0.000138139 9.33772e-05 0.000197721 8.2526e-05
threshold=0.081835000000000019 0.090900000000000009 -0.077429999999999985 -0.060129999999999996 0.092530000000000015 0.094825000000000007 -0.15090499999999998 -1.0000000180025095e-35 -0.074084999999999998 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -7 -5 9 -9
right_child=1 -3 -4 7 -6 6 -8 8 -10 -11
leaf_value=-0.0019540980361706173 0.0014297279514181129 0.0030203216710472146 -0.0019871733808445101 0.0026106695439213228 -0.002710588488111705 -0.0011588854731944651 0.0025250563457373909 0.0026967708514131078 -0.0022637402391746456 -0.00020935856447128767
leaf_weight=0.0019917818366573621 0.0011623666331421201 0.0011980913149021166 0.0011373577763715828 0.0010753104863411717 0.0017149539227715449 0.001044593503842034 0.0014951807092107514 0.0013116994742305849 0.001433550616632113 0.0010735223230725621
leaf_count=1651 204 98 118 97 260 60 230 126 169 108
internal_value=0 0.0008635 -0.000260144 -0.000278363 -0.000956665 -0.000292898 0.00100987 0.000587382 1.76537e-05 0.0013888
internal_weight=0 0.00349782 0.00229972 0.0111406 0.00624651 0.00453156 0.00253977 0.00489408 0.00381877 0.00238522
internal_count=3121 420 322 2701 2201 1941 290 500 403 234
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=12
num_cat=0
split_feature=52 1 16 12 43 0 47 0 3 15 2
split_gain=5.80721e-05 0.000122218 7.90838e-05 0.000128315 0.00012345 0.000118316 0.000189756 0.000157835 0.000102194 0.000204427 0.0001489
threshold=-0.28430999999999995 0.13686500000000004 0.23311500000000004 0.098810000000000023 -0.13868499999999997 -0.070889999999999995 0.092710000000000015 0.11070500000000001 0.090900000000000009 -0.094549999999999981 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -7 9 -6 -10
right_child=1 -3 -4 -5 5 7 -8 -9 10 -11 -12
leaf_value=-0.0016927629449456506 -0.0024168985322412149 0.0027183960685641219 0.0017680797436959404 -0.0022531202381563097 0.0021481577189101644 0.0040798527797338401 -0.0032129294420406014 -0.00017731205011971423 0.0035748322988239239 -0.0021589333925887259 -0.00032210972749713724
leaf_weight=0.001135204010744773 0.0010691137570087968 0.0010243377938396582 0.0012622830529252079 0.0016958408967867782 0.0010654071404061008 0.0010676403497224931 0.0010214303880562089 0.0010374320508761414 0.0011948508175754213 0.0017749198229732961 0.0011748437532941303
leaf_count=344 173 159 122 334 223 182 146 52 65 1250 71
internal_value=0 0.000138278 -7.54853e-05 -0.000285106 6.97278e-05 0.000388624 -0.000149579 0.00198182 0.000450995 -0.000543343 0.00164281
internal_weight=0 0.0133881 0.0123638 0.0111015 0.00940564 0.00833652 0.00623145 0.00210507 0.00521002 0.00284033 0.00236969
internal_count=3121 2777 2618 2496 2162 1989 1755 234 1609 1473 136
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=16
num_cat=0
split_feature=14 2 11 3 157 160 1 52 12 43 0 0 16 160 47
split_gain=0.000203901 0.000171882 0.000207869 0.000195685 0.000218612 0.000131482 0.00016223 0.000114016 0.000174551 0.000134344 0.000211382 0.000124503 0.000103539 0.000248515 7.69022e-05
threshold=0.076175000000000007 -0.0091949999999999983 0.081005000000000008 -0.13927999999999999 -0.08107499999999998 -1.0000000180025095e-35 0.111945 0.091275000000000009 -0.029094999999999999 -0.074359999999999996 -0.10151999999999999 -0.033209999999999996 -0.25582999999999995 0.086870000000000017 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -7 14 12 -9 -11 -14 -10
right_child=-2 2 -4 4 5 7 -8 11 9 10 -12 -13 13 -15 -16
leaf_value=0.00058073452663286152 -0.00071982662854562117 0.00057468574889768705 -0.0007286149510991011 0.00068871291566544686 -0.00081671303180471983 -0.000626414558161931 6.5675457989606143e-05 0.00068284479478035941 5.8298563032530886e-05 -0.00035806570801631346 -0.00077046712230019454 -7.0098264149619352e-05 0.00073133821990378702 -0.00028867781837244982 0.00069398533720270851
leaf_weight=0.0014798855125991049 0.0010637595432102511 0.0016783147208045942 0.0010680960477813519 0.0011001879027874575 0.0013783570195170939 0.0014694640414791042 0.0010119581656554411 0.001233507234029152 0.0011299098062865906 0.0012291427502735264 0.0011567098973542305 0.0012267170862170227 0.0013574531456116415 0.0013189103641195743 0.0010088534110508918
leaf_count=173 101 86 128 271 531 185 113 279 306 91 682 31 54 38 52
internal_value=0 3.32487e-05 -1.34024e-05 3.34651e-05 -2.86598e-05 -8.70317e-05 -0.000443147 -1.05557e-05 -0.000100779 6.48495e-06 -0.000142093 0.000307412 4.40156e-05 0.000228675 0.000358152
internal_weight=0 0.0188475 0.0173676 0.0162995 0.0146212 0.013521 0.00239032 0.0111307 0.00867044 0.00720098 0.00506222 0.00246022 0.00390551 0.00267636 0.00213876
internal_count=3121 3020 2847 2719 2633 2362 644 1718 1408 1223 865 310 183 92 358
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=18
num_cat=0
split_feature=133 133 14 132 133 160 42 157 160 12 13 15 2 48 0 15 1
split_gain=0.000355071 0.000292051 0.000175222 0.000191526 0.000166459 0.000339375 0.000235591 0.000206187 0.000353981 0.000192848 0.000254262 0.000225692 0.000282886 0.00036562 0.00030362 8.81935e-05 4.94605e-05
threshold=0.10622000000000002 0.083950000000000011 0.076175000000000007 0.081240000000000021 -0.0061299999999999992 -0.10151499999999998 0.09832500000000001 -0.08107499999999998 -1.0000000180025095e-35 -0.029094999999999999 0.086705000000000018 1.0000000180025095e-35 0.098035000000000011 0.086035000000000014 -0.22491999999999998 -0.0096849999999999974 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -9 -10 11 12 13 16 -14 -12 -11
right_child=-2 -3 -4 -5 5 6 -8 8 9 10 15 -13 14 -15 -16 -17 -18
leaf_value=-0.00048728469579143368 -0.00088753447450337696 0.00059735795784935817 -0.00061526478031588062 0.0006143548728708289 -0.00077690990403625113 0.00065921510233963882 0.00073817520842575635 -0.00081998273291509767 -0.00050086766726386461 1.4457977834046345e-05 0.00094493899023329671 -0.00060912624646859606 -4.3994947329732643e-05 -0.00080925206132215156 0.0011103932422771661 0.00030197127403141117 0.00048908725363718474
leaf_weight=0.0017372467732178444 0.0010614676386312546 0.0019589869392035155 0.0011476347843150094 0.0011638136647702793 0.0011801403237678707 0.0011120428133694635 0.0012112369745489781 0.001234313741801143 0.0012914003761813524 0.001097373601011923 0.0010006499755821352 0.001214285397318271 0.0010404305627993438 0.0012694577920245864 0.001142787887478014 0.0010398388043659779 0.001005861863171198
leaf_count=737 435 580 80 187 160 105 75 140 83 75 33 139 46 45 87 64 50
internal_value=0 2.91421e-05 -2.97894e-05 8.08429e-06 -3.44797e-05 1.85286e-05 8.72513e-05 2.39162e-05 -3.84034e-05 5.70931e-05 0.000138875 -5.31361e-06 0.000126654 -0.000154029 0.00056026 0.000617281 0.000241447
internal_weight=0 0.0208475 0.0188885 0.0177409 0.0165771 0.0148398 0.0136597 0.0124484 0.0113364 0.0101021 0.00881069 0.0067702 0.00555591 0.00337269 0.00218322 0.00204049 0.00210324
internal_count=3121 2686 2106 2026 1839 1102 942 867 762 622 539 442 303 170 133 97 125
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=12
num_cat=0
split_feature=2 49 52 3 51 159 12 12 2 0 2
split_gain=5.52532e-05 0.000204907 0.000130776 0.000123352 0.00010635 0.000142272 0.000104027 9.09078e-05 0.000132723 8.14191e-05 9.26153e-05
threshold=0.11510000000000002 0.005085000000000001 0.11434500000000002 0.13524500000000003 0.08955500000000001 0.082585000000000006 -0.029094999999999999 0.051320000000000005 0.083995000000000014 -0.10607499999999999 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 8 -8 -9 -11
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 -12
leaf_value=-0.001888643861742186 0.002909547092971265 -0.0013769199556822661 -0.0027596909041769637 0.0025495563913835928 -0.0026964513352816934 -0.0024798674687291533 0.0041511120956021523 0.0018165787809014825 0.00056268583006576802 -0.002177679456396674 0.00095649405190911352
leaf_weight=0.0010259628830224469 0.0015633942563392242 0.0012707900783901528 0.0011710219077086534 0.0010969772899246397 0.0010055363950978733 0.0012155174160749429 0.0010366702585358194 0.0010570017318717352 0.0017275001741078877 0.0013699944637251479 0.001044464669726625
leaf_count=155 300 159 398 57 179 305 37 81 119 464 867
internal_value=0 0.000987583 -0.000245699 3.25665e-05 -0.000258605 3.05666e-05 0.000450788 0.0008357 0.00190848 -1.85103e-05 -0.000821875
internal_weight=0 0.00283418 0.0117506 0.0105796 0.00948265 0.00847711 0.00726159 0.00623563 0.00276417 0.00347146 0.00241446
internal_count=3121 459 2662 2264 2207 2028 1723 1568 156 1412 1331
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=15
num_cat=0
split_feature=52 1 376 12 147 52 159 0 0 4 0 1 4 1
split_gain=0.000185208 0.000177696 0.000120568 0.000188814 0.000124765 0.000151421 0.000174154 0.000191688 0.000417611 0.000164208 0.000149414 0.000145363 0.000170786 8.89971e-05
threshold=-0.40306999999999998 0.13686500000000004 0.048375000000000008 0.11650500000000001 0.089025000000000007 0.11434500000000002 0.091530000000000014 -0.076234999999999983 -0.10151999999999999 -0.27825499999999997 -0.14794999999999997 0.11039500000000001 0.0061450000000000003 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -9 11 12 -2 -12
right_child=1 -3 -4 -5 -6 -7 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.00069943013239671481 -0.00032125108484967366 0.00054126244280872852 0.00047714976854349529 -0.00072929382050317202 0.00054067379558548896 -0.00052764997619805386 -0.00058205427173823633 -3.3065175702951763e-05 -0.0010290078498676959 0.00077242397433538793 7.0061055281347214e-05 -0.00063176200356274332 0.00053808391629689889 0.00073166655852144726
leaf_weight=0.0010315296711794373 0.0012943873923720872 0.0017200425039635451 0.0012400578056937775 0.0011122119897159751 0.0010544662276181791 0.0016731899803745587 0.001229378576617598 0.0011954296532472597 0.0010665325749206964 0.0017412946371945749 0.0010159695263936017 0.0010405485364284317 0.0012964711905247839 0.0012955324334651408
leaf_count=324 77 162 140 105 95 406 220 52 1034 275 85 35 49 62
internal_value=0 2.97495e-05 -2.43753e-05 -6.57941e-05 -1.27162e-05 -5.81316e-05 1.21641e-05 8.56115e-05 -6.47676e-05 0.00044454 0.000108278 -0.000103429 0.000108762 0.000440873
internal_weight=0 0.0179755 0.0162555 0.0150154 0.0139032 0.0128487 0.0111755 0.00994617 0.00700944 0.00293672 0.00594291 0.00363141 0.00259086 0.0023115
internal_count=3121 2797 2635 2495 2390 2295 1889 1669 1342 327 308 161 126 147
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=15
num_cat=0
split_feature=124 14 123 484 12 133 3 160 1 12 160 13 1 0
split_gain=0.000287505 0.000181365 0.000188431 0.000233938 0.000246457 0.000224885 0.000236467 0.000218737 0.000217722 0.000246239 0.000149939 0.000213949 0.000164947 0.000148991
threshold=0.10281000000000001 0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.015429999999999998 0.093255000000000018 -0.20241999999999996 0.086870000000000017 0.12873500000000002 0.092355000000000007 -0.080409999999999995 -0.084034999999999985 0.091900000000000023 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 10 -8 -12 -13 -11
right_child=-2 -3 -4 4 5 -7 7 -9 -10 13 11 12 -14 -15
leaf_value=-0.00079677085814684333 0.00087748973220631789 -0.00070141491566064185 0.00055392475498859 -0.00070376167480467125 0.00089234155760203524 -0.00072123712475578665 -0.00020371637818635327 -0.00048860374514820442 0.00080503038795610873 -0.00068363836683667017 0.00096250569817953133 0.00063704977004015999 -0.00017918001424162456 8.2691440203991082e-05
leaf_weight=0.0011981161710552688 0.0010029041592587709 0.001203943673404372 0.0015402256378027257 0.0013756169440137791 0.0010437761227946015 0.0010147358581572416 0.0015565890100606907 0.0018857542214530685 0.0012716675077937287 0.0016887070844938089 0.0014037128210580016 0.0012201267988202558 0.0017649054854427249 0.0013147970703042411
leaf_count=467 39 101 236 142 107 393 303 134 82 329 227 408 104 49
internal_value=0 -5.96868e-05 -1.74189e-05 -6.99922e-05 -1.39598e-05 5.30306e-05 0.000112778 4.55654e-05 0.000144123 5.02056e-05 0.000251462 0.000412903 0.000154453 -0.000348174
internal_weight=0 0.0194827 0.0182787 0.0167385 0.0155404 0.0141648 0.01315 0.0121063 0.0102205 0.00894884 0.00594533 0.00438875 0.00298503 0.0030035
internal_count=3121 3082 2981 2745 2278 2136 1743 1636 1502 1420 1042 739 512 378
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=11
num_cat=0
split_feature=1 42 0 13 52 47 52 49 3 4
split_gain=5.61855e-05 0.000109665 9.968e-05 8.99662e-05 0.000119495 0.00014394 8.4824e-05 0.000104326 9.63552e-05 0.000154289
threshold=0.12500000000000003 0.092620000000000022 -0.053834999999999994 0.10935500000000002 -0.087769999999999987 0.092710000000000015 0.11434500000000002 -0.006494999999999999 -0.012304999999999998 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -9 -10
right_child=2 -3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.0026474945445422201 0.0031184622179642059 -0.0025567354359641013 -0.00041732896048642229 0.0023482178820249536 -0.00052521953963810043 -0.0030068784640529716 -0.0016601946901079307 1.0381102520743962e-05 0.0056476483931653006 0.0008014256497050887
leaf_weight=0.0015117901469718529 0.0012556605959467273 0.0015900529472262703 0.0015218906799293261 0.0013004449447892317 0.0019184767611288307 0.0010299422613063783 0.0010651016744493563 0.0011675797962305339 0.0011674146450566525 0.0011019737353894464
leaf_count=506 163 548 116 158 243 139 257 881 51 59
internal_value=0 -0.000286723 0.00118111 6.49809e-05 -0.000266321 0.000216846 0.000733975 0.00121013 0.00217879 0.00329441
internal_weight=0 0.0118528 0.00277755 0.0102627 0.00896228 0.00745049 0.00642055 0.00535544 0.00343697 0.00226939
internal_count=3121 2842 279 2294 2136 1630 1491 1234 991 110
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=10
num_cat=0
split_feature=4 12 0 47 52 15 16 151 12
split_gain=6.37068e-05 9.68607e-05 0.000107214 9.23413e-05 0.000111776 9.89791e-05 0.000124924 5.44843e-05 8.95597e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.086380000000000012 -0.088204999999999992 -0.074054999999999996 -0.008904999999999998 -0.00099499999999999979 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -2 -9
right_child=7 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.0020431572014877292 -0.00062366643266592147 -0.0023928705761657736 0.0018470838549541403 -0.0020775695842036161 0.0025101572978157437 -0.0019110592355917509 0.0016498211009158708 0.0031943430971360233 0.00014180119928313578
leaf_weight=0.0013408648366822502 0.0011452073998315937 0.0014140545753848202 0.001749208184490314 0.001884421043571366 0.0014688050490761972 0.0014411431041287176 0.0013513892881357389 0.0012724991122699805 0.0014621405469581461
leaf_count=372 98 404 148 256 333 924 258 251 77
internal_value=0 -0.000342253 -2.82927e-05 -0.000466464 7.54658e-05 0.000742108 -0.000187844 0.000917022 0.00156223
internal_weight=0 0.0106499 0.00923583 0.00748662 0.0056022 0.00426134 0.00279253 0.00387985 0.00273464
internal_count=3121 2695 2291 2143 1887 1515 1182 426 328
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=17
num_cat=0
split_feature=124 47 47 42 43 16 3 133 14 2 160 49 3 1375 1 43
split_gain=0.000302303 0.000262133 0.000273406 0.000255376 0.000265529 0.000703037 0.000272333 0.000233231 0.000216192 0.000274364 0.000289585 0.000206582 0.000248239 0.000315121 0.000213373 4.47425e-05
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.093284999999999993 -0.084004999999999982 0.22339500000000004 -0.084074999999999997 -0.0061299999999999992 -0.10708499999999999 0.11448000000000001 -0.075414999999999982 -0.079429999999999987 -0.13309499999999996 -1.0000000180025095e-35 0.094465000000000007 -0.20207499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 15 -6 -9 10 -10 -12 -13 -14 -15 -5
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 11 12 13 14 -16 -17
leaf_value=-0.00086836065651721113 0.00087897037212149591 -0.00086868203503829081 0.00083322472720887702 0.00030533895992590623 -0.00063068801974179329 -0.0012203922096439078 0.0010470002867521077 -0.00055708108466882649 -0.00075199528304712338 0.00085540659646991433 -0.0004661194131674778 -0.00027033072161135492 -0.00026450335062518158 0.00036502279096033347 0.0012253797198990782 -0.00015737230532588783
leaf_weight=0.0010114989368141423 0.0010363336228737521 0.0010336880936009365 0.0010346043039683303 0.0011523835301838758 0.0013609483712105431 0.0014282882499786461 0.0012141908363780081 0.0012222663902274897 0.0010467753770737774 0.0014692111439437517 0.0011173584297173847 0.0014836251791541235 0.0010679910738407034 0.0016575787911501461 0.0015738269433834343 0.0011892808552849132
leaf_count=264 39 59 102 69 638 301 187 86 275 149 63 39 32 398 129 291
internal_value=0 -4.79359e-05 -3.35347e-06 -5.14511e-05 -2.79845e-06 -0.000110479 0.000403831 2.16323e-05 0.00010508 0.00019103 6.82056e-05 0.000192629 0.000319908 0.000523586 0.000784052 7.03379e-05
internal_weight=0 0.0200635 0.0190298 0.0179952 0.0169837 0.0134279 0.00355586 0.0119996 0.0106386 0.00941637 0.00794716 0.00690038 0.00578302 0.0042994 0.00323141 0.00234166
internal_count=3121 3082 3023 2921 2657 2110 547 1809 1171 1085 936 661 598 559 527 360
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=15
num_cat=0
split_feature=124 4 0 13 43 15 47 3 51 52 2 51 16 12
split_gain=0.000212217 0.0002227 0.000146449 0.000232508 0.000170818 0.000169245 0.000173239 0.000171219 0.000167898 0.000246768 0.000154375 9.71272e-05 0.000115718 8.35481e-05
threshold=0.10093000000000002 -0.49405499999999997 1.0000000180025095e-35 -0.10664 0.084740000000000024 0.084050000000000014 0.092530000000000015 -0.0087149999999999988 0.08955500000000001 -0.088204999999999992 0.10005000000000001 -0.031924999999999995 -0.095094999999999985 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 13 6 8 -8 9 -5 -3 -11 -13 -4
right_child=-2 2 4 5 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=-0.00069141549611896733 0.00075638946707589955 -0.00013037595589419831 0.00098588439168721502 -0.00046419210982001662 -0.00012340642154264292 -0.0007471399655823444 -2.4330226469468764e-05 -0.00092701264024685733 -0.00042728336887332065 -7.452405658008203e-05 0.00069800990899241571 0.00020884065883207878 0.00085719267654536845 0.00029773246206288013
leaf_weight=0.0014532840232448453 0.0010029889224309465 0.0010829760760881187 0.0010013216365238773 0.0013614859971391472 0.0015098451967991977 0.0013625377687548146 0.0011646051667068419 0.0012909604971491264 0.0018192470239934561 0.0010739082230999128 0.0016606083090862644 0.0016799895733044462 0.0015350182356120646 0.0010564486614490498
leaf_count=154 45 110 105 319 33 983 194 69 175 222 142 257 267 46
internal_value=0 -4.91949e-05 3.8383e-06 -7.46794e-05 0.000312646 -0.000183011 -0.000105567 -0.000498896 2.3736e-05 0.00016895 0.000371021 0.000369936 0.000518399 0.000632591
internal_weight=0 0.0190522 0.017599 0.0140313 0.00356762 0.0112878 0.00992521 0.00245557 0.00746965 0.0056504 0.00274358 0.00428892 0.00321501 0.00205777
internal_count=3121 3076 2922 2738 184 2486 1503 263 1240 1065 252 746 524 151
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=11
num_cat=0
split_feature=1 52 52 16 15 16 0 0 13 2
split_gain=5.87452e-05 0.000129431 0.000101237 0.000151851 9.86186e-05 0.000174614 8.16912e-05 0.000124764 7.13813e-05 5.16511e-05
threshold=0.11323000000000001 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.016799999999999995 -0.061854999999999993 -0.084044999999999995 -0.23051499999999997 -0.094514999999999988 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 7 -1 -9 -10
right_child=4 -3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=0.0018468785988141518 0.0017207293022680488 -0.0029871924103535086 0.00203363305414452 -0.0034391262800784676 0.0029789266786481314 -0.0021918338794630621 0.0015278641200599009 0.00048948361357384611 -0.00068639657570063889 -0.0031606516143273741
leaf_weight=0.0011680485863236906 0.001923212129816226 0.0011722722112043485 0.0014353218202809992 0.0010108367255522253 0.0011064973315658691 0.0013917663198429742 0.0019128790683864069 0.001066886684691697 0.0010322141386606126 0.0014172724949368144
leaf_count=68 256 404 211 411 66 144 660 122 160 619
internal_value=0 -0.000356823 -1.58571e-05 -0.000402506 0.000804026 7.8072e-05 6.27641e-05 -0.000535508 -0.00132688 -0.002118
internal_weight=0 0.0102157 0.00904346 0.00760814 0.00442148 0.00331498 0.0065973 0.00468442 0.00351637 0.00244949
internal_count=3121 2655 2251 2040 466 400 1629 969 901 779
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=16
num_cat=0
split_feature=38 124 124 484 133 3 16 160 484 52 133 15 49 16 15
split_gain=0.000185887 0.000274628 0.000185582 0.000231319 0.000225069 0.000242964 0.000191557 0.000167321 0.00012958 0.000273262 0.000164231 0.000153141 0.000194808 0.000236288 7.55969e-05
threshold=1.0000000180025095e-35 -0.043384999999999993 0.093335000000000015 -0.0068949999999999992 0.095000000000000015 -0.20241999999999996 0.25792000000000009 0.086870000000000017 0.087495000000000017 -0.046924999999999988 -1.0000000180025095e-35 -0.13578499999999996 -0.066894999999999982 -0.056919999999999991 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 -11 -12 -13 14 -14
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 11 12 13 -15 -16
leaf_value=0.00064666855956737939 -0.00062555570361899908 -0.00071337742794611427 0.00060094728007109599 0.00069682782978637862 -0.00069507664920628962 0.00071874957457654571 -0.00058101293100757626 -0.00037368959734443002 -0.00040496834498188205 -0.00045841598324219816 -0.00023587188284801238 -0.00029321017298723447 0.000483972120481336 -2.9545458948093758e-05 0.0010520614590400876
leaf_weight=0.0014754718387966831 0.0010889102374996842 0.0011965145019337117 0.0010005373746851667 0.0011453414716489042 0.001065292537071146 0.001665917643973557 0.0013103466951148611 0.0019916155664882204 0.0010263533790275956 0.0012618422415423113 0.001789953092028479 0.0010307339151006678 0.0010671730214726338 0.0013997014976268205 0.0010856981139845123
leaf_count=230 63 484 52 114 404 172 200 121 182 607 72 64 35 158 163
internal_value=0 1.7944e-05 -3.34872e-05 -7.0747e-05 -2.22042e-05 2.63117e-05 -3.00351e-05 2.85713e-05 0.000106147 0.000162547 4.11885e-05 0.000140105 0.000286938 0.000455261 0.000770461
internal_weight=0 0.0195125 0.018037 0.0170365 0.01584 0.0147747 0.0136293 0.012319 0.0103274 0.00930102 0.0076351 0.00637326 0.00458331 0.00355257 0.00215287
internal_count=3121 3058 2828 2776 2292 1888 1774 1574 1453 1271 1099 492 420 356 198
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=12
num_cat=0
split_feature=484 15 160 151 160 133 13 2 1 1 43
split_gain=5.30913e-05 7.7204e-05 9.87047e-05 9.71738e-05 0.000138401 0.000193511 0.000148149 0.000238073 9.00928e-05 0.000126093 0.000169193
threshold=-0.0068949999999999992 -0.24436499999999997 0.090980000000000019 -0.086944999999999981 -0.082869999999999985 -0.0061299999999999992 -0.083364999999999981 0.10402500000000002 0.12765500000000005 0.089105000000000018 -0.079914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 9 10 -8
right_child=1 2 -4 4 5 6 8 -9 -10 -11 -12
leaf_value=-0.001629126965345119 0.001680909797904083 0.0022638656148945037 -0.0020855175062834837 -0.0026073319405189631 -0.0027779854306113662 0.0042998989900084571 -0.0012763705825243803 -0.00036135935210614779 0.0019128302788688426 -0.0019646390503671157 0.0029143711071992632
leaf_weight=0.0010452922672576958 0.0015616749583991967 0.0010857090157052616 0.0012349621044255759 0.0010852387328055052 0.0010524280295171945 0.0013241563141665512 0.0011629128438351123 0.0011365043588100199 0.0010109013176808901 0.0019322234688438911 0.0010002066253238075
leaf_count=503 232 181 162 382 612 123 210 89 39 351 237
internal_value=0 0.000118163 -8.47854e-05 0.000144201 -9.29386e-05 0.000223642 0.000641118 0.00214701 -8.45579e-05 -0.000577597 0.00066139
internal_weight=0 0.0135869 0.0120252 0.0107903 0.00970457 0.00861933 0.0075669 0.00246066 0.00510624 0.00409534 0.00216312
internal_count=3121 2618 2386 2224 2043 1661 1049 212 837 798 447
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=11
num_cat=0
split_feature=124 48 48 51 484 1 150 52 4 12
split_gain=5.63263e-05 6.58563e-05 0.000141619 0.000172723 8.80845e-05 9.7226e-05 0.000104114 7.71109e-05 7.45712e-05 0.000110303
threshold=-0.043384999999999993 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 0.12500000000000003 0.081835000000000019 -1.0000000180025095e-35 -0.080924999999999983 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=0.0019451029140364539 -0.0037319110061163735 -0.0025623871732057073 0.0029026720225172856 -0.0038480987869307548 0.0024676999127543802 0.001747117797276743 0.0016076315696335968 0.00058701441550737077 -0.0037587989883464076 0.00045266924102857692
leaf_weight=0.0012603193682466087 0.0010792202150416161 0.0010119817173691184 0.0013938726767209761 0.0011874665905097859 0.0012355150238464183 0.0017283662169381223 0.0013191331345408369 0.0018994408223298497 0.0013756563556066078 0.0010053965039957119
leaf_count=259 554 82 224 270 286 103 149 476 365 353
internal_value=0 -0.000193083 3.06182e-06 -0.000370125 5.81746e-05 -0.000295927 -0.00082463 -0.00142326 -0.000841189 -0.00198051
internal_weight=0 0.013236 0.0122241 0.0108302 0.00964273 0.00840721 0.00667885 0.00535971 0.00428049 0.00238105
internal_count=3121 2862 2780 2556 2286 2000 1897 1748 1194 718
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=18
num_cat=0
split_feature=124 47 47 38 124 50 16 2 49 2 3 4 4 52 52 15 48
split_gain=0.00024509 0.000197462 0.000238663 0.000236028 0.000338032 0.000279594 0.000275349 0.000232364 0.000213345 0.000283259 0.000313996 0.000187502 0.000136826 0.000197254 0.000182277 0.000178305 3.51475e-05
threshold=0.091025000000000009 0.13148500000000005 0.11069000000000002 1.0000000180025095e-35 -0.072314999999999977 0.096010000000000012 0.25792000000000009 0.11474000000000002 0.0043850000000000009 0.10097500000000002 0.090900000000000009 -0.0083799999999999986 0.053180000000000012 0.0031350000000000002 -0.081429999999999989 -0.11713499999999999 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 12 -11 13 14 -6 -14 -9
right_child=-2 -3 -4 -5 5 -7 -8 16 -10 11 -12 -13 15 -15 -16 -17 -18
leaf_value=0.00083724808832924286 0.00079288872997681841 -0.00076398261313201463 0.0007599125668486383 -0.00084264300818548139 -0.00024121410686791142 -0.0009334789943594823 -0.00074033147685310843 0.00079673196123817907 0.00065866253606899038 -0.0011938092752981141 0.00063668023915597913 -0.00017421729270001996 -0.00039425186077990328 0.00016719989951545367 -0.0011842648544528427 0.00049571483060324435 0.00035406399689622703
leaf_weight=0.0012098068257911819 0.0010004268203777358 0.0010453543184790184 0.0010465493384797823 0.0010234349482988172 0.0013013402607787092 0.0010079822358232239 0.001354366052385877 0.0010071365310537631 0.0010956093698664517 0.0010003715699681559 0.0018041459728221909 0.0010203827587187417 0.0010615601732714697 0.0012488770225324297 0.0010270166099289949 0.0015525988237951038 0.0010022260041138153
leaf_count=202 57 59 102 54 146 363 316 160 269 71 66 55 35 615 405 93 53
internal_value=0 -5.6092e-05 -1.66538e-05 -6.25262e-05 -1.4699e-05 -8.12656e-05 -2.19234e-05 5.22301e-05 -4.2472e-05 -0.000119164 2.23173e-05 -0.000678965 -0.000156705 -0.000369377 -0.000657185 0.000134316 0.000575939
internal_weight=0 0.0198088 0.0187634 0.0177169 0.0166934 0.0154836 0.0144756 0.0131213 0.0111119 0.0100163 0.00799554 0.00202075 0.00619139 0.00357723 0.00232836 0.00261416 0.00200936
internal_count=3121 3064 3005 2903 2849 2647 2284 1968 1755 1486 1360 126 1294 1166 551 128 213
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 40 2 51 52 52 52 1 16 47 15
split_gain=0.00017728 0.000163566 0.000297637 0.000248003 0.000421177 0.000190323 0.00023598 0.000296908 0.000205866 0.000165145 0.000207876 0.000120809 0.000128404 0.000268851 0.000112973 2.89415e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 -0.063404999999999989 0.11510000000000002 -0.090529999999999985 -0.088204999999999992 0.11125500000000001 -0.077024999999999996 0.090475000000000014 -1.0000000180025095e-35 0.092710000000000015 -0.096999999999999989
decision_type=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 -8 -10 11 -11 13 -13 15 -14
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 -12 12 14 -15 -16 -17
leaf_value=0.00083441882382370345 -0.00066982600149242033 -0.00063565192376484792 -0.0010930722977878938 0.00080524762919870056 -0.00070327711944078537 -0.00068991034490251428 0.00058835139400663079 0.00092680326853413007 -0.00068910673132106868 0.00062425375181171647 -0.00066906057813502658 -0.00065425412407337316 0.00072730138318594225 0.00035828942783938276 -0.00016870259630324285 0.00031771243012512735
leaf_weight=0.0013563918495571514 0.0011240384341026912 0.0010246520758653279 0.0010540087587643651 0.0010518570392878948 0.0010412401539638691 0.0010117460352137156 0.0017728137213315369 0.0012642993788456189 0.0010345279309344731 0.0012279800026355741 0.0010718343529977289 0.0017298986834418262 0.001006795776631042 0.0013685708104960153 0.0010467906513906833 0.0010038844610018305
leaf_count=223 101 62 455 98 86 58 184 217 213 51 294 820 33 45 36 145
internal_value=0 2.77737e-05 6.545e-05 2.94204e-06 -5.10358e-05 2.42925e-05 7.75471e-05 0.000142447 5.44017e-05 -4.53417e-05 3.34204e-05 0.000135391 3.78732e-05 -0.000207021 0.000286052 0.000522803
internal_weight=0 0.0190673 0.0180426 0.0166862 0.0156344 0.0145804 0.0135686 0.0125274 0.0112631 0.00949028 0.00845575 0.00738392 0.00615594 0.00309847 0.00305747 0.00201068
internal_count=3121 3020 2958 2735 2637 2182 2124 2038 1821 1637 1424 1130 1079 865 214 178
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=11
num_cat=0
split_feature=1 4 3 51 2 0 0 48 51 2
split_gain=5.71982e-05 0.000137531 7.66965e-05 0.000155966 0.000111258 0.000165204 0.000117558 9.11318e-05 0.000132624 6.59215e-05
threshold=0.077565000000000009 -0.029144999999999997 0.076840000000000006 -0.076794999999999988 0.082850000000000021 -0.033209999999999996 -0.10151999999999999 0.086035000000000014 0.092235000000000011 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 6 -2 -5 -9 -1
right_child=2 -3 3 7 -6 -7 -8 8 -10 -11
leaf_value=-0.0013540005455642441 0.00074257754663065102 -0.0035863871426659606 -0.0033546275216642086 0.001926139108359401 0.0026479869656624772 0.0025016241577147289 -0.0030599590951136328 -0.0030333901103036776 0.0013319546016446319 0.0011542616458715355
leaf_weight=0.0013936328924866329 0.0011554878882027442 0.0010262180498230977 0.0010744654438340495 0.0015682456567747971 0.0019706533281140404 0.0013769221670115826 0.0012427948945022554 0.0010118410025503621 0.0010387425267226469 0.001729143423296671
leaf_count=708 53 766 101 161 382 86 567 62 73 162
internal_value=0 -0.000860814 0.000330335 -0.000483567 0.000995142 0.000132358 -0.0012279 0.000368879 -0.000822083 3.48742e-05
internal_weight=0 0.00414899 0.0104392 0.00469329 0.00574586 0.0037752 0.00239828 0.00361883 0.00205058 0.00312278
internal_count=3121 1636 1485 397 1088 706 620 296 135 870
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=16
num_cat=0
split_feature=124 47 47 4 14 157 14 42 43 16 1 4 16 2 48
split_gain=0.000234604 0.00025305 0.000331226 0.000194837 0.000183072 0.000171241 0.000265487 0.000307249 0.000302575 0.000266599 0.000180669 0.000329297 0.000286599 0.000206756 0.000160257
threshold=0.10195500000000002 0.13148500000000005 0.11069000000000002 -0.49405499999999997 0.076175000000000007 -0.06266999999999999 -0.10708499999999999 -1.0000000180025095e-35 -0.14968999999999996 0.16703000000000004 0.094385000000000011 -0.083854999999999985 -0.5315899999999999 0.089885000000000007 0.084670000000000009
decision_type=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 10 11 -10 -12 -13 -14
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 12 13 14 -15 -16
leaf_value=-0.00059017561562589051 0.00070448952389603949 -0.00079728000339741607 0.00080817122892072179 0.00047877004641616323 -0.00061211214217235814 -0.00066734944643169719 -0.00071616518645600455 0.00092936740635059072 0.00054061561701573163 -0.00068571951739982329 -0.00028001714104600184 -0.00090291115929554599 0.00088707925925219538 -4.9618644739461335e-05 0.00016173306607192018
leaf_weight=0.0015393452347414139 0.0010241447621150692 0.0010384527023358783 0.0011042625847274895 0.001798447644564328 0.0011372294479615732 0.0013956520268818004 0.0011400740701500408 0.0010191970273676363 0.0013250757575537508 0.0010656079281607363 0.0012096199830278209 0.0011375939799510328 0.0018939838234339791 0.0016828701328587131 0.0011827658826286669
leaf_count=151 42 59 102 390 101 91 724 63 78 132 59 520 209 292 108
internal_value=0 -5.45e-05 -1.31007e-05 -6.48423e-05 -1.42629e-05 3.15183e-05 -3.01069e-05 4.61893e-05 0.000128833 4.29262e-05 0.000135011 -9.51122e-05 0.000357573 -0.000393782 0.000608241
internal_weight=0 0.0196702 0.0186317 0.0175275 0.0159881 0.0148509 0.0130524 0.0116568 0.0105167 0.00949752 0.00843191 0.00414554 0.00428637 0.00282046 0.00307675
internal_count=3121 3079 3020 2918 2767 2666 2276 2185 1461 1398 1266 890 376 812 317
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=11
num_cat=0
split_feature=1 160 0 4 4 47 3 3 15 4
split_gain=4.85474e-05 7.54039e-05 7.25593e-05 0.00019794 0.000112028 6.78616e-05 9.48862e-05 0.000194876 0.000175294 7.95148e-05
threshold=0.094385000000000011 0.086075000000000013 -0.11437499999999999 -0.083854999999999985 -0.49405499999999997 0.13148500000000005 -0.13309499999999996 0.083060000000000009 -0.099734999999999976 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -2 8 -8 -9
right_child=5 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=0.0014332538033658847 -0.00095724626994081517 -0.0024992492811824456 -0.0015274081051443122 -0.0035431448386156099 0.0018687060272232756 -0.0013994501795605138 0.0056116033717377532 0.0013122548403254829 0.0011539023179309906 -0.0015373152842304131
leaf_weight=0.0014594471515737024 0.0017036876511808963 0.0011087429489917717 0.0011098749207621994 0.0011817789764903119 0.0016335971999122427 0.0011924883080580706 0.001003814356598221 0.0012126517523838309 0.0014927849601516921 0.0014787013679930794
leaf_count=150 159 246 80 1360 342 59 164 114 302 145
internal_value=0 -0.000540391 -0.00013705 -0.000720905 0.000494804 0.000417353 0.000731722 0.00128637 0.00294622 -0.000253375
internal_weight=0 0.00649344 0.0053847 0.00392525 0.00274347 0.00808413 0.00689164 0.00518795 0.0024966 0.00269135
internal_count=3121 2178 1932 1782 422 943 884 725 466 259
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=11
num_cat=0
split_feature=132 133 160 474 3 0 16 1 43 0
split_gain=5.34228e-05 8.20862e-05 0.000153638 0.000176613 0.000126013 0.000121061 0.000236484 0.000160414 0.000103791 5.58003e-05
threshold=0.081240000000000021 -0.038089999999999992 -1.0000000180025095e-35 0.059400000000000008 -0.13309499999999996 -0.15931499999999996 -0.056919999999999991 0.094090000000000021 -0.061959999999999994 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 9 7 -7 -8 -6
right_child=-2 2 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.002511361871707652 0.0017626835183088903 -0.0037833075250730272 -0.0014524828267891991 0.00083455162348624028 0.00080897513562019528 0.00095818417234160513 0.0014447575499411001 0.0052854181907545806 -0.0017794104688661297 -0.0018994112291220841
leaf_weight=0.0010118016641199505 0.0011545533326014013 0.0014663672325684772 0.0019227974675195573 0.0010443797675303707 0.0010207391701151369 0.0010528414755345836 0.0016639682802540613 0.0015744073024601532 0.0013175825588072482 0.0012418162629125908
leaf_count=547 321 538 163 240 59 462 371 202 149 69
internal_value=0 -0.000161692 3.1516e-05 -0.00186245 0.000517036 0.000998146 0.00167411 0.00355133 1.99596e-05 -0.000677538
internal_weight=0 0.0133167 0.0123049 0.00251075 0.00979415 0.00787136 0.0056088 0.00262725 0.00298155 0.00226256
internal_count=3121 2800 2253 778 1475 1312 1184 664 520 128
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=16
num_cat=0
split_feature=133 3 48 50 0 49 160 151 1 52 52 4 151 0 0
split_gain=0.000267136 0.000257962 0.000235747 0.000254509 0.000208921 0.000221642 0.000334146 0.000135065 0.000131823 0.000142921 0.000290512 0.000173175 0.00022192 0.000161474 0.000103517
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 -0.23091999999999999 0.094245000000000009 0.086075000000000013 0.084990000000000024 0.12577000000000002 -0.087769999999999987 -0.061194999999999992 -0.080924999999999983 -0.076249999999999984 -0.10151999999999999 0.089620000000000019
decision_type=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 -6 -11 14 -13 -14 -12
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16
leaf_value=0.00067204749005935025 -0.00078220698215437164 0.00062714475148047078 -0.0006945474151689912 -0.00063978644477775341 -0.00041504959534709933 0.00071180116581622183 -0.00081729175520438204 -0.00044675097495210851 0.00057344647454289762 0.00084360039359212408 0.00070190506831093347 0.0003979733965874297 -0.00014185749935941331 -0.0009099416110669227 4.173824228512916e-05
leaf_weight=0.0013278079167608993 0.0010022925205255091 0.001617643185832184 0.0011510201711431014 0.0012491164870954306 0.0013710036266413586 0.0010465989120017763 0.0011644912501162083 0.0011564518214859385 0.0012856186078396741 0.0011460621386655259 0.0010074251887110123 0.0010519044005779703 0.0017069260661426999 0.0010608657371097147 0.0013009055569268568
leaf_count=65 435 149 65 439 286 242 219 74 91 94 331 97 100 401 33
internal_value=0 3.714e-05 -1.89159e-05 3.00704e-05 8.72785e-05 2.88903e-05 -2.94474e-05 5.33003e-05 0.000111532 4.28407e-05 0.000129143 -4.47482e-06 -0.000206518 -0.000436256 0.000329855
internal_weight=0 0.0186438 0.0170262 0.0158752 0.0146261 0.0132983 0.0122517 0.0110872 0.00993071 0.00864509 0.00727409 0.00612803 0.0038197 0.00276779 0.00230833
internal_count=3121 2686 2537 2472 2033 1968 1726 1507 1433 1342 1056 962 598 501 364
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=15
num_cat=0
split_feature=133 14 3 48 50 3 0 0 4 43 42 15 2 151
split_gain=0.000265114 0.000261713 0.000210599 0.000238379 0.000210181 0.000215956 0.000207427 0.000374505 0.000228539 0.000234494 0.000195158 0.000167888 0.000125637 9.73607e-05
threshold=0.10622000000000002 0.076175000000000007 0.16158000000000003 0.12649500000000002 0.083090000000000011 -0.15121499999999996 -0.10607499999999999 -0.084044999999999995 -0.35136499999999998 -0.13868499999999997 0.075730000000000006 -0.079249999999999987 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 -8 -9 -10 -11 12 -7 -14
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 -12 -13 13 -15
leaf_value=0.00067024255836377778 -0.000851992375369966 -0.00077227230010603774 0.00071395542617074003 -0.00070868602699884916 -0.00060376845429727414 -0.00038586932585108142 -0.00096875568161622642 -0.00050418461187492873 -0.00027213817602513598 0.0010911518908779145 0.0001163306282566154 0.0007056745278030402 -5.0551975047687214e-05 0.00068158237829145862
leaf_weight=0.0019933419748596722 0.001025944653648146 0.0010902195873787593 0.0014448409689617461 0.0011689593588535266 0.0011673141105441988 0.001120956335415535 0.0012775880655585877 0.0014943504081674757 0.0013952556755753142 0.001208055814977055 0.0011857665423034708 0.0019955140622152064 0.0010432670837422497 0.0010741777691075094
leaf_count=147 435 87 145 63 429 53 616 104 94 316 382 113 58 79
internal_value=0 3.92704e-05 8.96284e-05 3.36855e-05 9.17108e-05 0.00015059 6.27688e-05 -0.000139413 6.11312e-05 0.000284083 0.00060828 0.000316215 7.62286e-05 0.000320859
internal_weight=0 0.0186596 0.0175694 0.0161245 0.0149556 0.0137883 0.0117949 0.00656102 0.00528343 0.00378908 0.00239382 0.00523392 0.0032384 0.00211744
internal_count=3121 2686 2599 2454 2391 1962 1815 1512 896 792 698 303 190 137
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=15
num_cat=0
split_feature=14 2 11 3 457 0 15 2 47 12 0 42 52 2
split_gain=0.00021586 0.000160073 0.000188617 0.000174058 0.000177856 0.000218221 0.000358777 0.000145877 0.000160297 0.000165271 0.000135901 0.000109622 0.00010336 6.24904e-05
threshold=0.076175000000000007 -0.0091949999999999983 0.081005000000000008 -0.12018999999999998 -0.0029299999999999994 -0.10607499999999999 -0.095869999999999983 0.11293500000000002 0.13082500000000002 0.095330000000000012 -0.14794999999999997 0.075730000000000006 0.083680000000000018 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 6 13 8 9 12 -8 -3 -7 -6
right_child=-2 2 -4 4 5 7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0005598509832054709 -0.00075458795718049624 0.00075793922317310739 -0.00069777557425375184 -0.00069638004642540174 2.1886780027373724e-05 -0.00053775515994374478 0.00037561446345785285 0.00029609202669893904 0.00026883308781945966 -0.00099703492970002264 0.0011184697468429278 3.4799427194858959e-05 0.00010687147109793673 -0.00050059539964792733
leaf_weight=0.0014507526602441185 0.0010476678145284737 0.0013466539965594207 0.0010748924942749474 0.001088683518611684 0.0015256718129793567 0.001607123908998624 0.0018522355414312131 0.0013085341142302582 0.0010006037372702892 0.0012101016452252429 0.0010989294630919799 0.0010408847565255286 0.0012295778969301646 0.0011057484270263762
leaf_count=173 101 76 128 236 112 771 85 291 20 360 70 44 575 79
internal_value=0 2.6908e-05 -1.99802e-05 2.72835e-05 -4.88467e-05 1.02024e-05 0.000251623 -0.000201843 -0.000330932 -0.000479229 0.000652233 0.000442675 -0.00025834 -0.000197665
internal_weight=0 0.0179404 0.0164896 0.0154147 0.0130272 0.0119385 0.00558259 0.00635594 0.00504741 0.0040468 0.00295117 0.00238754 0.0028367 0.00263142
internal_count=3121 3020 2847 2719 2599 2363 346 2017 1726 1706 155 120 1346 191
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=10
num_cat=0
split_feature=2 49 49 51 2 3 1 12 2
split_gain=4.69434e-05 0.000188121 0.000120146 0.000126997 7.56254e-05 0.000145137 0.000178874 0.000169581 0.000109151
threshold=0.11510000000000002 0.005085000000000001 0.0043850000000000009 0.08955500000000001 0.10559 -1.0000000180025095e-35 0.089175000000000018 0.10345000000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0031167010339049881 0.002595796189515769 -0.0012727412277554933 0.0020482285914342167 -0.0027252647113276151 -0.0016670913710735522 0.0033453395942147335 -0.00032134884488155279 0.0014991134288000595 -0.00040940124303395195
leaf_weight=0.0014647085562882745 0.0015592970894041033 0.0012755654518752943 0.0011771208943950383 0.001229396176519155 0.0015693300921495179 0.0014193171268102019 0.0015574830985263001 0.0014152495208239746 0.001921820365200117
leaf_count=631 300 159 512 232 173 83 102 102 827
internal_value=0 0.000855122 -0.000215941 -0.000467915 -0.000171038 0.000130791 0.0014269 -0.000672716 -0.00158034
internal_weight=0 0.00283486 0.0117544 0.0105773 0.00934791 0.00777858 0.0029768 0.00480178 0.00338653
internal_count=3121 459 2662 2150 1918 1745 185 1560 1458
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=11
num_cat=0
split_feature=12 43 49 43 43 2 52 1 1 42
split_gain=4.84895e-05 0.000151136 0.000130108 9.24006e-05 9.36538e-05 0.00013164 7.51523e-05 0.00017021 0.000123739 7.03192e-05
threshold=0.051320000000000005 -0.043144999999999996 -0.045154999999999994 -0.13868499999999997 -0.072864999999999985 0.097845000000000015 0.077655000000000016 0.11061500000000002 0.094825000000000007 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 -5 -6 7 8 -3 -1
right_child=2 6 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.00081507453207524166 0.001688142101047233 -0.00099673010072285576 -0.0029042554908850294 0.0016774735998482681 -0.002729154834278795 0.00069730808768212317 0.0015286469816032265 -0.0028788834365451096 0.002357956544311356 0.0038361050269846387
leaf_weight=0.0010027174618157941 0.0013946311562770056 0.0017018057374521001 0.0013613112441017722 0.0010001565969729575 0.0016266823070591263 0.0013350336563702717 0.0012331586473439127 0.0015655487699587078 0.0012451585388483788 0.0010128191411339299
leaf_count=72 193 161 229 641 950 287 107 156 99 226
internal_value=0 0.000427819 -0.000510592 -0.00108664 -0.000462105 -0.00118463 -0.00024056 -0.000724041 0.0004207 0.00233316
internal_weight=0 0.00776121 0.00671781 0.00532318 0.00396187 0.00296172 0.00574567 0.00451251 0.00294696 0.00201554
internal_count=3121 821 2300 2107 1878 1237 523 416 260 298
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=11
num_cat=0
split_feature=1 4 151 150 0 12 47 0 133 457
split_gain=5.16947e-05 0.000131461 8.48525e-05 0.000151142 0.000119152 0.000213995 0.000112033 7.29274e-05 6.36763e-05 5.02964e-05
threshold=0.077565000000000009 -0.029144999999999997 0.043560000000000008 0.081835000000000019 -0.075359999999999996 0.051320000000000005 0.092530000000000015 -0.14794999999999997 1.0000000180025095e-35 0.048635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -6 7 -2 -1 -5
right_child=2 -3 -4 9 5 -7 -8 -9 -10 -11
leaf_value=0.0010393416285987879 -0.001234831390023255 -0.0035036679990810208 -0.0015970999400499878 0.0013118505292229381 0.0040053526477528967 -0.00098069388921516649 -0.0029316281305963054 0.0014921347339425023 -0.0014776674661870579 0.0040074260456388153
leaf_weight=0.0018943701447493534 0.0014962333359477562 0.0010131422904990917 0.0014598441220763378 0.0010012987740227186 0.0012559838319801267 0.0012800035745207383 0.0013251399054687463 0.0013962331877235418 0.0012149847466245405 0.0010385393413946398
leaf_count=515 145 766 106 111 208 272 154 371 355 118
internal_value=0 -0.00081896 0.000318945 0.000637037 1.87043e-05 0.00148872 -0.000865193 8.15125e-05 5.58168e-05 0.00268424
internal_weight=0 0.0041225 0.0102533 0.00879343 0.00675359 0.00253599 0.00421761 0.00289247 0.00310935 0.00203984
internal_count=3121 1636 1485 1379 1150 480 670 516 870 229
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=15
num_cat=0
split_feature=124 4 43 13 16 48 48 49 47 2 2 3 0 16
split_gain=0.000312343 0.000196589 0.000196851 0.000169819 0.000346786 0.000192124 0.000240827 0.000257442 0.000247861 0.000241506 0.00020137 0.000237392 0.000131277 0.000136537
threshold=0.10281000000000001 -0.49405499999999997 -0.27207999999999993 0.10935500000000002 0.22339500000000004 0.12879500000000002 0.10396500000000002 -0.087004999999999985 0.086380000000000012 0.11510000000000002 0.10672500000000001 0.090900000000000009 -0.074229999999999977 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 10 11 12 13 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00058655163187574513 0.00082073111975342072 -0.00064259433486342737 -0.00064095619523375248 0.00046624735010735905 -0.00073522374020170876 -0.00052923210896729984 0.00084507458982922942 0.00015052260631490968 -0.00046776187557897876 0.00093848352770752833 -0.0004805387687736511 0.00074833398298911676 0.00037270825848756726 -0.00057842880575575809
leaf_weight=0.0014883515550594409 0.0010458517448577167 0.0010720223824966782 0.0011332346669624344 0.0019755443857305812 0.0014456527438667143 0.0011853287579275404 0.0010112897370682669 0.0013884693575033557 0.0013758683474584124 0.0010375907888179395 0.0010629643655032453 0.0016520883627126892 0.0018392763401986452 0.0011014126861734891
leaf_count=154 39 128 115 92 290 69 100 546 144 202 95 76 233 838
internal_value=0 -4.73964e-05 -9.60137e-07 4.14767e-05 -1.74809e-05 6.36612e-05 0.000124234 5.5403e-05 0.000138842 0.000242112 0.000139539 0.000249736 5.94621e-05 -0.000171933
internal_weight=0 0.0187691 0.0172807 0.0162087 0.0142332 0.0127875 0.0116022 0.0105909 0.00945767 0.0080818 0.00704421 0.00598125 0.00432916 0.00248988
internal_count=3121 3082 2928 2800 2708 2418 2349 2249 2134 1990 1788 1693 1617 1384
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=11
num_cat=0
split_feature=4 4 1 42 52 4 2 11 15 16
split_gain=5.0029e-05 0.000103921 0.000128246 9.65893e-05 7.71949e-05 9.67038e-05 0.000126788 6.18786e-05 6.96706e-05 5.28011e-05
threshold=0.24564500000000003 0.098655000000000007 0.12337000000000002 0.088465000000000002 -0.087769999999999987 -0.0016099999999999997 0.10097500000000002 0.076160000000000019 -0.15026499999999995 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -2 -6
right_child=7 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0019549042056884588 0.001674075127464533 -0.0029833365352040938 0.0027307613655823655 -0.0029996383911764573 0.0040850274585987455 -0.001331406547730795 -0.0012570323709540595 0.0028472080213363953 -0.001325999472495454 0.0013148025468603568
leaf_weight=0.0014733543528315839 0.0013859115651185874 0.0011894027356064507 0.0013168337615702694 0.0011511898623331324 0.0011302340854567059 0.0017562408924441612 0.0011283980644414132 0.0010744377266291849 0.0013938537641654527 0.0013621061938656788
leaf_count=474 227 121 98 720 630 263 111 60 139 278
internal_value=0 -0.000345898 -9.25342e-06 -0.000460186 -3.34337e-05 0.000493071 0.00137804 0.000916147 0.000169752 0.00257105
internal_weight=0 0.0105078 0.00931836 0.00800152 0.00685033 0.00537698 0.00362074 0.0038542 0.00277977 0.00249234
internal_count=3121 2695 2574 2476 1756 1282 1019 426 366 908
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=16
num_cat=0
split_feature=14 124 47 4 52 13 3 48 51 4 48 43 4 43 1
split_gain=0.000349305 0.00027888 0.000341517 0.000189713 0.000202751 0.000181538 0.000254204 0.000423424 0.00021985 0.000161371 0.000146725 0.000144253 0.000244442 0.000162839 0.00013342
threshold=0.076175000000000007 0.10281000000000001 0.13148500000000005 -0.49405499999999997 0.11434500000000002 -0.10664 0.11924500000000002 0.095425000000000024 0.087505000000000013 0.27044500000000005 0.09858500000000002 -0.074359999999999996 -0.0016099999999999997 -0.09225499999999999 0.083345000000000016
decision_type=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 11 14 13 -13 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00049988024054004032 -0.00090654013744392685 0.00089744989854966873 -0.00092875479860829641 0.00038737381424328986 -0.00041226612933853717 -4.5794852219115578e-05 -0.00066363947327356611 0.0011546481394648592 -0.00064213530258829064 0.00075968968355961887 -2.2724947709808265e-05 0.00016269960799348613 -0.00077894125853371593 0.00075100465618662467 0.001190750098971482
leaf_weight=0.0016034693464936868 0.0011590025759617975 0.0010054425909890021 0.0010623567845619566 0.0013111008409679393 0.0018759397118798043 0.0016068376602354634 0.0011863826637714672 0.0010601451222274254 0.001166080427569844 0.0010148276033580539 0.0010023145962618774 0.0019896110018142159 0.0012616866279121664 0.0012990369615293318 0.0010367512268031898
leaf_count=154 101 39 59 43 441 248 41 156 169 145 44 731 214 419 117
internal_value=0 3.91244e-05 -7.58334e-06 4.8613e-05 0.000104239 0.000173773 6.63099e-05 0.000158455 3.17939e-05 0.000141367 0.000513294 3.94543e-05 -0.00020271 0.000310405 0.000742124
internal_weight=0 0.019482 0.0184765 0.0174142 0.0158107 0.0139348 0.0105846 0.00939823 0.00833808 0.007172 0.00335017 0.00615717 0.0032513 0.00290587 0.00234785
internal_count=3121 3020 2981 2922 2768 2327 2123 2082 1926 1757 204 1612 945 667 160
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=11
num_cat=0
split_feature=484 4 0 40 47 16 48 0 0 16
split_gain=5.12577e-05 6.44334e-05 7.66602e-05 0.000134433 9.67832e-05 0.000139757 0.000121766 0.000127918 0.000144548 7.43906e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.18019500000000002 -0.064864999999999992 0.11312500000000002 0.22339500000000004 0.085845000000000019 -0.11242999999999999 -0.076234999999999983 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 -3
right_child=1 9 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0018608410731176641 -0.0030936153856733267 0.00013459809978117821 0.0020767509866032358 0.0026861871031599077 0.0022279031073160959 -0.0033049119979913191 -0.0017912684348964328 -0.0024625853870220752 0.0015435301769856713 0.0030260614488723803
leaf_weight=0.0010204265582760873 0.001197280710069029 0.0016045299298673788 0.0010151966230926837 0.0017222506782138026 0.001207887050478626 0.00104141675531316 0.0017926956250633244 0.0012368623126606613 0.0014304623193070421 0.0011076864087953952
leaf_count=503 169 113 30 134 80 305 227 1021 294 245
internal_value=0 0.000134672 -0.000166213 -0.000402695 -2.0585e-05 -0.000396559 9.33591e-05 0.000863038 -0.000314141 0.00131549
internal_weight=0 0.0133563 0.0106441 0.00962886 0.00843157 0.00722369 0.00618227 0.00438958 0.00266732 0.00271222
internal_count=3121 2618 2260 2230 2061 1981 1676 1449 1315 358
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=12
num_cat=0
split_feature=47 47 42 43 16 16 2 16 16 4 4
split_gain=5.16993e-05 9.79901e-05 0.000110443 0.000168659 0.000221699 9.46741e-05 0.000113762 9.71642e-05 8.51178e-05 0.000130864 0.000112988
threshold=0.13148500000000005 0.10678000000000001 -1.0000000180025095e-35 -0.17390999999999998 0.22339500000000004 -0.008904999999999998 0.092365000000000017 -0.069144999999999984 -0.094359999999999986 0.24564500000000003 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 8 9 10 -5
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.002441711664577839 -0.0017320580959978126 0.0026793963595363808 0.0035396044997708805 0.0001815948912666969 -0.0036376608248989964 -0.00022390121796388634 0.003533937940950564 -0.0026629310156526956 0.0022815731718682421 0.0012516734530299163 -0.0038351015924991561
leaf_weight=0.0012907174863781177 0.0011734960548406568 0.0010371888423741068 0.001017511597701362 0.0010218060850176788 0.0011693434377315773 0.0011028955721360352 0.0012840816838714259 0.0010004283795802173 0.0011822795503664552 0.0019574710097755412 0.0010414392632482113
leaf_count=825 65 141 77 97 288 321 163 374 371 235 164
internal_value=0 0.000148136 -6.94144e-05 0.000214699 -0.000131942 0.000345264 0.00179764 -0.000213587 0.000257371 -0.000337839 -0.00184586
internal_weight=0 0.0131052 0.012068 0.0107773 0.00975974 0.0085904 0.00238698 0.00620342 0.005203 0.00402072 0.00206325
internal_count=3121 3056 2915 2090 2013 1725 484 1241 867 496 261
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=11
num_cat=0
split_feature=3 39 50 457 150 133 3 0 0 2
split_gain=5.32303e-05 0.000102646 0.000197133 0.000138122 0.000131644 0.000112532 9.46219e-05 0.000111488 0.000210875 6.91228e-05
threshold=0.16158000000000003 0.085220000000000004 0.07826000000000001 0.088045000000000012 0.086845000000000019 1.0000000180025095e-35 0.095270000000000007 -0.11991499999999998 -0.057069999999999989 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=0.0032783157244548411 0.0016765416567000983 0.0018128096036843604 -0.0043286201523789801 0.0027244425244644745 -0.0031973035570367109 -0.0027554122927072556 -0.0016203158749193648 -0.0024549772541453897 0.0037715228233574671 0.00040375819715321595
leaf_weight=0.0013199536882165831 0.001404377851236511 0.0018170989113751894 0.0010240879622316441 0.0012301129962227772 0.001309358898353756 0.001096511424447914 0.0014642633910461056 0.0014688583557561042 0.0010057857795275861 0.0010161509915409539
leaf_count=128 156 302 553 122 155 638 93 751 62 161
internal_value=0 -0.000191572 -0.000524642 -0.000131583 -0.000536293 -6.36335e-05 0.000406735 0.00102371 0.000171196 0.00207901
internal_weight=0 0.0127522 0.0109351 0.009911 0.00868088 0.00737152 0.00627501 0.00481075 0.0034908 0.00202194
internal_count=3121 2965 2663 2110 1988 1833 1195 1102 974 223
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=16
num_cat=0
split_feature=14 38 124 147 484 48 2 52 3 150 133 133 3 0 0
split_gain=0.000228167 0.000184951 0.000238817 0.000233371 0.000369914 0.000193842 0.000226534 0.000163032 0.00020483 0.000142211 0.000144521 0.00020195 0.000166491 0.000220556 0.00039231
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.11548000000000001 0.11434500000000002 0.13524500000000003 0.087865000000000013 1.0000000180025095e-35 -0.0061299999999999992 0.095270000000000007 -0.10607499999999999 -0.059114999999999994
decision_type=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 9 10 11 -6 13 -13 -15
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16
leaf_value=0.00071931075825554605 -0.00069295607773924689 -0.00061993059732237861 -0.0009400832663412998 0.00072948657135254655 -0.00040485190029135646 -0.00061820493376398694 0.00067681129273506853 -0.00052346113018940691 0.00066945209880081753 -0.0004578208352616211 -0.00044189339058746309 0.00087115429012184068 -0.00020970148989867617 -0.00057611199832931931 0.00061619384011339293
leaf_weight=0.0012250727334941992 0.0011253375013798852 0.0010084498388767118 0.0010103489061420766 0.0010152006236827651 0.0012557855826008544 0.0010303764852516587 0.0013556166191256375 0.0012289543073211737 0.0012126455187104765 0.0014130942008145917 0.0011194872335596427 0.0016439702429806857 0.0012866633191919163 0.001072739412623841 0.0017129870812624343
leaf_count=223 101 62 455 98 586 58 237 298 43 142 467 49 47 134 121
internal_value=0 2.39691e-05 6.08992e-05 1.15895e-05 -3.59126e-05 2.78264e-05 7.78683e-05 9.90293e-06 7.10635e-05 -5.28101e-06 7.37489e-05 0.000156543 0.000279872 0.000422075 0.000157056
internal_weight=0 0.0185914 0.0175829 0.0163579 0.0153427 0.0143323 0.0133019 0.0119463 0.0107174 0.00950473 0.00809163 0.00697215 0.00571636 0.0044297 0.00278573
internal_count=3121 3020 2958 2735 2637 2182 2124 1887 1589 1546 1404 937 351 304 255
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=11
num_cat=0
split_feature=2 11 2 1 40 2 2 1 12 16
split_gain=4.88523e-05 8.10742e-05 9.5371e-05 9.26185e-05 7.69027e-05 8.49984e-05 8.62922e-05 7.4047e-05 8.90576e-05 5.94659e-05
threshold=-1.0000000180025095e-35 0.078340000000000007 0.098035000000000011 0.12958500000000003 -0.011659999999999998 0.11215000000000001 0.12358500000000001 0.091095000000000023 0.084100000000000022 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -6 -7 8 9 -2
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0013073526899319596 0.002104168844992752 -0.0024986888627931687 0.0030034314357058399 0.0016617027460471983 0.0017771640312312527 -0.0026209873298999749 0.0006948760251032645 -0.0028060106171441438 -0.0023689752538531257 -0.00088903642770769798
leaf_weight=0.001878237479505611 0.001025342216754932 0.0010801756849528896 0.0010344787396200502 0.0010041920509036018 0.0018216391375224621 0.0010475723573688638 0.0014118231939616449 0.0015923171245295492 0.0012235723362504494 0.0010090756477537117
leaf_count=199 105 179 176 30 284 176 194 329 1213 236
internal_value=0 -0.000208726 1.27208e-05 -0.000757984 0.000861574 0.00034401 -0.000717506 -0.00125895 -0.000502833 0.000619533
internal_weight=0 0.0122502 0.01117 0.0058545 0.00531551 0.00428103 0.0024594 0.00485031 0.00325799 0.00203442
internal_count=3121 2922 2743 1913 830 654 370 1883 1554 341
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=12
num_cat=0
split_feature=47 47 42 43 16 16 2 3 2 15 1
split_gain=4.68777e-05 8.30526e-05 9.51463e-05 0.00013742 0.00019466 8.65762e-05 9.74158e-05 9.49688e-05 0.000195053 6.98337e-05 6.92807e-05
threshold=0.13148500000000005 0.10678000000000001 -1.0000000180025095e-35 -0.16318499999999997 0.22339500000000004 -0.008904999999999998 0.092365000000000017 -0.13309499999999996 0.084055000000000005 -0.036009999999999993 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 -9 10 -10
right_child=-2 -3 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0022797252586055886 -0.0016535741418743366 0.0024983176119445392 0.0032281326560541154 -0.0021105252634118351 -0.003451389483651925 -0.00014327487129517434 0.0033648925736348249 0.0032777061149541309 -0.0011699334759011761 -0.0023264399526873158 0.0018915593034642385
leaf_weight=0.0012688395621870173 0.0011669470837273608 0.0010154026742623069 0.0010038136007357598 0.0014584411476219524 0.0011319493094552836 0.0010858136351297645 0.0012587083925081361 0.0012634428504750793 0.0011798978194702695 0.0012095505133630736 0.0010106955247119482
leaf_count=825 65 141 80 102 287 320 163 353 245 407 133
internal_value=0 0.000142648 -5.88445e-05 0.000206941 -0.000109016 0.000337848 0.00174016 -0.000199189 0.000398542 -0.000671312 0.000242577
internal_weight=0 0.0128866 0.0118712 0.0106023 0.0095985 0.00846655 0.00234452 0.00612203 0.00466359 0.00340014 0.00219059
internal_count=3121 3056 2915 2090 2010 1723 483 1240 1138 785 378
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=14
num_cat=0
split_feature=14 2 11 3 0 15 376 1 0 49 13 0 49
split_gain=0.000181135 0.00016229 0.000181087 0.000155161 0.000208247 0.000275743 0.000208618 0.000351695 0.000199812 0.000219806 0.000194279 0.000134654 7.64205e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 -0.10607499999999999 -0.095869999999999983 0.088470000000000007 0.13021500000000003 -0.14794999999999997 -0.066894999999999982 -0.083364999999999981 0.12500000000000003 0.0034800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 12 7 10 9 -7 -6 -3 -5
right_child=-2 2 -4 4 6 8 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00048404107874927874 -0.00063427240176425659 0.00073591199462277944 -0.00063478177981032022 1.0381058186808525e-06 -0.00026281415278044855 -0.000365958534416271 0.0004077346267393093 0.00032373185663245546 0.0010010034988788292 0.00061956082396946016 -0.00099601279365950607 -2.6634063811135083e-05 -0.00053704615527479206
leaf_weight=0.0019990399348073047 0.0010540002570186271 0.0014194469782977644 0.0010903515060309834 0.0019105475151156015 0.0018674252240918812 0.0010186819987249018 0.0010652521911125052 0.0013658855796206647 0.0012165143726243759 0.00137716510167607 0.0018728238589162272 0.0010368084521701348 0.0010628070910654874
leaf_count=193 101 97 128 99 624 41 34 97 96 67 1413 22 109
internal_value=0 5.14796e-05 -1.55786e-06 4.38257e-05 -2.74543e-05 0.00017149 -0.000239755 -0.000374836 0.000470102 0.000200531 -0.000629943 0.000414034 -0.000191297
internal_weight=0 0.0183027 0.0163037 0.0152134 0.0127571 0.00658572 0.00617139 0.00510613 0.00361236 0.00239585 0.00374025 0.00245626 0.00297335
internal_count=3121 3020 2827 2699 2580 412 2168 2134 204 108 2037 119 208
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=11
num_cat=0
split_feature=132 3 0 48 39 2 457 49 13 2
split_gain=5.07616e-05 7.46784e-05 9.41945e-05 0.00013809 0.000111416 0.000125682 0.000128742 0.000181307 9.69023e-05 2.68028e-05
threshold=0.081240000000000021 0.13524500000000003 0.12113000000000002 -0.032929999999999994 0.084405000000000008 0.11215000000000001 0.082380000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -9 -3
right_child=-2 9 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0033278574315917316 0.0021093877027141125 0.0027242075030312844 -0.0031230740444643558 -0.0048222190830117632 0.0022758921805797923 -0.0039035409739429216 0.0028482030565004238 -0.0017585293130692075 0.0015231756534638697 0.00040819533374271356
leaf_weight=0.0010524930664620501 0.0011005065162682176 0.0010670611611782186 0.0012958492736966374 0.0010916174871487272 0.0012060869575578927 0.0013580298667204491 0.0010316145273066429 0.0018484953034748402 0.0019394692160389334 0.0010358181162232194
leaf_count=140 321 46 118 228 265 206 86 1200 395 116
internal_value=0 -0.000185141 -0.000528744 -0.000175896 -0.000611004 -0.00108999 -0.000443608 -0.00113954 -7.82692e-05 0.00158341
internal_weight=0 0.0129265 0.0108237 0.00952781 0.00847531 0.00726923 0.0059112 0.00487958 0.00378796 0.00210288
internal_count=3121 2800 2638 2520 2380 2115 1909 1823 1595 162
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=13
num_cat=0
split_feature=14 157 48 48 151 1 16 4 3 16 12 16
split_gain=0.000221107 0.000128616 0.000150887 0.000241563 0.000125858 0.000161135 0.000220627 0.000187618 0.000151117 0.000147533 0.000124039 0.000101962
threshold=0.076175000000000007 -0.073574999999999988 0.12879500000000002 0.093265000000000015 -0.077429999999999985 0.111945 -0.076669999999999988 -0.0029599999999999995 -0.13309499999999996 -0.094359999999999986 0.092355000000000007 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 -6 -9 11 -10
right_child=-2 2 -4 -5 5 6 -8 9 10 -11 -12 -13
leaf_value=0.00040597140974164413 -0.00063766783903111755 0.00033053799052571602 -0.00050474262725978933 0.00050544100796528601 -0.00049609244376232057 0.0007273462006439688 -9.0267431938725925e-05 -0.00075923755382543946 0.0006519596246915896 -0.000151296284714788 -0.00020959778734642531 3.880117787960808e-05
leaf_weight=0.0017327005277768667 0.0010518088337232437 0.0016498396810831232 0.0011390024597547196 0.0019313687505851341 0.0010380096703643824 0.001024113360734687 0.0019656343609756313 0.0016672000829579918 0.0010621369043513568 0.0015920106238523826 0.0014074993031362067 0.0011548657769071442
leaf_count=398 101 246 78 233 92 163 118 237 319 214 421 501
internal_value=0 3.67511e-05 -4.17526e-06 3.51651e-05 -3.71423e-05 -9.27364e-05 0.000189799 -0.000199369 -1.55875e-05 -0.000462279 0.000122023 0.000332557
internal_weight=0 0.0173644 0.0156317 0.0144927 0.0125613 0.0109115 0.00298975 0.00792172 0.00466251 0.00325921 0.0036245 0.002217
internal_count=3121 3020 2622 2544 2311 2065 281 1784 1333 451 1241 820
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=17
num_cat=0
split_feature=133 3 14 48 50 132 0 151 160 52 12 52 0 0 0 2
split_gain=0.000328345 0.000350602 0.000321121 0.000293675 0.000266442 0.000248718 0.00026451 0.000252645 0.000329311 0.000237897 0.000336072 0.000329602 0.000265086 0.000215683 0.000106942 8.73175e-11
threshold=0.10622000000000002 0.16158000000000003 0.076175000000000007 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.23091999999999999 -0.055494999999999996 0.086325000000000013 0.11434500000000002 0.097825000000000009 0.070205000000000017 -0.10151999999999999 -0.026509999999999995 -0.10324499999999999 0.090425000000000019
decision_type=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 14 9 10 11 12 15 -14 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00070424337143915766 -0.00086947606002389329 0.00069276708134143202 -0.00089875856548259601 -0.00072825211225416092 -0.00060688109541944825 0.00084267982574963527 0.00083820064821382538 7.2308414082745685e-05 -0.00095871675962687082 -0.00070499354008466851 0.00065827776129164818 0.00044092195320197464 -0.0011440777849142853 -0.00016529877854469462 0.00013282607135126884 7.2964238929636575e-05
leaf_weight=0.0014556154866696121 0.0010795444634241957 0.0017742058508705685 0.0010254318850156921 0.0012475985152899929 0.001344318419798248 0.0011146691262469014 0.0010725102268728248 0.0010026331096015806 0.0010218974503508347 0.0010956802039218472 0.0019003322372556641 0.0019351628606707472 0.0012701803779994435 0.0010012289148832731 0.0010656022155968317 0.0010169566994671086
leaf_count=60 435 149 83 63 429 158 61 31 166 178 158 345 408 114 223 60
internal_value=0 2.30083e-05 -4.09821e-05 9.15309e-06 6.56051e-05 0.000126066 6.83406e-05 -6.41435e-06 -0.000109326 -1.5206e-05 7.77968e-05 -9.9376e-05 -0.000343041 -0.000712636 0.000486653 7.26387e-05
internal_weight=0 0.020344 0.0185698 0.0175444 0.0162968 0.0149525 0.0138378 0.0123822 0.0102441 0.00922217 0.00812649 0.00622616 0.004291 0.00227141 0.00213811 0.00201959
internal_count=3121 2686 2537 2454 2391 1962 1804 1744 1460 1294 1116 958 613 522 284 91
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=17
num_cat=0
split_feature=124 133 3 50 159 42 0 47 1 48 0 12 0 4 49 52
split_gain=0.000321005 0.000310849 0.000235768 0.000222571 0.000213282 0.000248048 0.000250131 0.000271243 0.000334748 0.000206956 0.000165084 0.000154204 0.00013725 7.97621e-05 6.08814e-05 1.3356e-05
threshold=0.10281000000000001 0.10622000000000002 0.13524500000000003 0.083640000000000006 0.091530000000000014 -0.094469999999999985 -0.062294999999999996 0.092530000000000015 0.08592000000000001 0.087215000000000015 0.010870000000000003 0.09334000000000002 -0.11756999999999999 0.053180000000000012 -0.047584999999999995 0.0031350000000000002
decision_type=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 -7 13 -8 15 -4 -10 -11 -12
right_child=-2 -3 12 -5 -6 6 10 -9 9 14 11 -13 -14 -15 -16 -17
leaf_value=-0.00072203729783789283 0.00087823524266551994 -0.00096374950682784962 -2.0727889309090906e-05 -0.00074852097873640184 -0.00072835166038465236 -0.00055068453480526492 0.00088135234373453949 -0.00075268445564252175 0.00030445508388868845 0.00017102634478000377 0.00032612027242424641 -0.0003311393126539226 0.00077333109133301725 0.00086784521017663609 -0.00042029573976206985 0.00059993861349720166
leaf_weight=0.0011764084651212361 0.001113865339170044 0.0010580077894940037 0.0010494604037373234 0.0013675446926194315 0.0011754926369784225 0.0018886645496082339 0.0014926803142516305 0.0014463852414890819 0.0014752480313367511 0.0010128420389905468 0.0010279370933667688 0.0010788926032354595 0.001603122959992708 0.0014537482707537644 0.0010164987585539187 0.0010484564064281443
leaf_count=153 39 431 91 443 256 824 148 144 160 51 73 67 90 90 35 26
internal_value=0 -6.28474e-05 -1.3495e-05 -8.87489e-05 -2.97511e-05 2.84168e-05 9.66353e-05 -8.10239e-05 6.08601e-05 0.000293802 0.000413633 0.000192368 0.000459172 0.000584082 -0.000125167 0.000464382
internal_weight=0 0.0203714 0.0193134 0.0166608 0.0152933 0.0141178 0.0129414 0.00829339 0.006847 0.00495834 0.00464797 0.00315529 0.00265258 0.002929 0.00202934 0.00207639
internal_count=3121 3082 2651 2470 2027 1771 1618 1304 1160 336 314 166 181 250 86 99
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=14
num_cat=0
split_feature=14 38 124 484 43 3 3 0 15 42 49 2 0
split_gain=0.000266858 0.000206043 0.000244503 0.000302628 0.000165097 0.000304292 0.000308282 0.000431733 0.00032121 0.000179366 0.000208083 0.000224013 0.000255072
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.18116500000000002 0.13524500000000003 -0.12018999999999998 -0.053834999999999994 -1.0000000180025095e-35 0.088380000000000014 -0.069799999999999987 0.11177500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 9 -5 10 -8 12 -12
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.00067827749219204192 -0.0007146924359470152 -0.00061578859155364497 -0.00068210635762510274 0.00083270053893777767 -0.00044012158675753587 0.00068479854352848136 -0.00057808204146312487 -0.00075567279840623759 -1.9921940344859831e-05 0.00050526690798693638 0.00059675005884110392 -0.00048826620851424635 -0.00027250561352028501
leaf_weight=0.0012499919667459001 0.0011089577442562329 0.0010218682570740647 0.0012404556453250648 0.0017656713107054856 0.0012578793779987061 0.0017213993803012482 0.0013191482018370402 0.0017951042165566039 0.0020003205502856477 0.0014320301270083803 0.0019892924969013839 0.0010734483880466411 0.0011198695231301502
leaf_count=223 101 62 466 90 180 126 100 202 129 504 88 63 787
internal_value=0 2.056e-05 5.6757e-05 1.0277e-05 6.57805e-05 0.000110544 3.14294e-05 -0.000118883 0.000379827 4.59767e-05 -7.35701e-05 8.55473e-05 0.000283658
internal_weight=0 0.0189865 0.0179646 0.0167146 0.0154742 0.0142163 0.0124949 0.00872889 0.00376599 0.00693379 0.00550176 0.00418261 0.00310916
internal_count=3121 3020 2958 2735 2269 2089 1963 1744 219 1542 1038 938 875
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=17
num_cat=0
split_feature=14 38 124 147 484 48 2 1 151 133 42 12 12 43 16 2
split_gain=0.000280141 0.000197198 0.000258793 0.000244226 0.000306805 0.000230178 0.000233345 0.000221317 0.000162453 0.000208167 0.000184443 0.000208444 0.000247832 0.000191016 0.000182617 0.000158751
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.089025000000000007 -1.0000000180025095e-35 0.12737000000000001 0.11293500000000002 0.10781 -0.0083949999999999979 0.084415000000000018 -0.11051499999999999 0.10345000000000001 0.092255000000000018 -0.083879999999999996 -0.15012499999999998 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6 10 -10 12 13 -12 -15 -16
right_child=-2 -3 3 -5 5 -7 7 -9 9 -11 11 -13 -14 14 15 -17
leaf_value=0.00078827271308553172 -0.00082890754185888853 -0.00067139137405135339 -0.0008750635892889806 0.0007977859161858355 -0.00048477256298799781 -0.00070731642959013478 5.4474549315196005e-05 0.0011301481911979233 -0.00049924630272760889 -0.00062351527776481315 0.00085731378067896197 0.00082889509070669851 -0.00055598370710512285 0.00069561131269280292 -0.00051097060788611766 0.00027533796658149687
leaf_weight=0.0012644482692502649 0.0010743939726207677 0.0010126471439440001 0.0010841253041156173 0.001013858188673388 0.0016205269566196842 0.0010546299673618456 0.0010217034346800555 0.0010379625887039223 0.0010044085650589042 0.0010193897214658245 0.0011801030923523931 0.0013666632035335829 0.0011783542027510654 0.0010171673971784995 0.0013811217906542599 0.0013835797978051234
leaf_count=223 101 62 467 98 205 58 145 144 74 458 80 90 228 64 516 108
internal_value=0 3.2687e-05 7.3133e-05 1.78727e-05 -3.3641e-05 3.03035e-05 8.91875e-05 0.000596557 -4.52444e-06 7.71325e-05 0.000161047 0.000249392 0.000120411 0.00028104 0.000101218 -0.000117467
internal_weight=0 0.0186407 0.017628 0.0163636 0.0153497 0.0142656 0.013211 0.00205967 0.0111513 0.00953079 0.0085114 0.00750699 0.00614033 0.00496197 0.00378187 0.0027647
internal_count=3121 3020 2958 2735 2637 2170 2112 289 1823 1618 1160 1086 996 768 688 624
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 15 16 47 0
split_gain=5.31407e-05 7.45473e-05 9.44484e-05 0.000107278 0.000101849 0.000121662 0.000152201 0.00015199 0.000124372
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.083879999999999996 -0.03241999999999999 -0.008904999999999998 0.086785000000000015 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0015694245519114554 -0.0018288610359185132 -0.0016550338268916883 0.0019110023388937952 0.0018823959621892599 0.00023323112310736659 -0.0026393373543753501 0.00030218436287641966 -0.001423976573077964 0.0030556394154629767
leaf_weight=0.0010058373279355883 0.0013419601995233827 0.0010912681946800918 0.001514796819438456 0.0016584901005465809 0.0016302798965264764 0.0015691797504555809 0.0019617545227971619 0.0011494147924229481 0.0014729611699242908
leaf_count=503 779 311 112 288 90 358 260 88 332
internal_value=0 0.000108432 0.000264903 3.36816e-05 0.000298396 -3.91147e-05 -0.00100506 0.000762895 0.00157289
internal_weight=0 0.0133901 0.0122988 0.010784 0.00944208 0.00778359 0.00353093 0.00425266 0.00310324
internal_count=3121 2618 2307 2195 1416 1128 618 510 422
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=17
num_cat=0
split_feature=133 14 3 48 50 132 0 15 0 15 1 2 160 48 1 15
split_gain=0.000264521 0.000268418 0.000253438 0.000224306 0.000206622 0.000224755 0.000188987 0.00028696 0.000254838 0.000247396 0.000150049 0.000136701 9.89499e-05 0.000287537 6.499e-05 3.73761e-05
threshold=0.10622000000000002 0.076175000000000007 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.10607499999999999 -0.079249999999999987 -0.062294999999999996 -0.03241999999999999 0.084785000000000013 0.096540000000000015 0.086325000000000013 0.083985000000000018 0.10612500000000001 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 12 15 -10 11 -11 13 -1 -9 -8
right_child=-2 -3 -4 -5 -6 -7 8 14 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00032295005080099922 -0.00086203805816342522 -0.00081751539906298729 0.0007542180146599322 -0.00070254650011946729 -0.00060500942478529927 0.00086712300251148519 -0.00039241305738299011 0.0005145234098377279 0.00068463733417829049 -0.00035694318274542489 -0.000568740122697224 0.00041049954818968845 -0.00038899398562151915 0.00088878197873149814 0.0011269535025547328 -0.00085605523023583505
leaf_weight=0.0012754310711225458 0.001016632966515176 0.0010276567653056947 0.0014881131030226582 0.0011673765265882699 0.0012077437013739431 0.0011123048684006107 0.0010168237662738448 0.0010042876280844087 0.0014702978867635816 0.0011263441612912074 0.0014706538777297662 0.0016925943755843331 0.0011771443961146044 0.0010325612995956135 0.0010153050577113021 0.0010096929783266935
leaf_count=65 435 87 145 63 429 158 307 67 146 34 149 55 60 53 38 830
internal_value=0 3.13232e-05 7.90777e-05 1.91986e-05 7.31694e-05 0.000130035 6.83502e-05 0.000310433 -0.000102794 8.03781e-05 -0.000126737 0.000103858 1.37496e-05 0.000219161 0.000822409 -0.000623418
internal_weight=0 0.0192943 0.0182667 0.0167786 0.0156112 0.0144034 0.0132911 0.00550473 0.00778641 0.00575989 0.00428959 0.00281894 0.00348514 0.00230799 0.00201959 0.00202652
internal_count=3121 2686 2599 2454 2391 1962 1804 283 1521 384 238 89 178 118 105 1137
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=11
num_cat=0
split_feature=124 151 49 457 2 0 0 16 4 43
split_gain=5.52734e-05 6.36214e-05 0.000105001 8.28366e-05 9.7727e-05 0.000156084 0.0001635 0.000174327 8.11858e-05 0.00026787
threshold=-0.043384999999999993 -0.083274999999999988 0.093655000000000002 0.087855000000000003 0.11293500000000002 -0.14794999999999997 -0.10607499999999999 -0.084119999999999986 0.053180000000000012 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 -9
right_child=1 2 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.0015807291368700451 -0.0016840270099681036 -0.0035131820075767687 0.0023098901199894444 0.0018693352075071315 0.0011924302213555148 0.0021007380938737543 -0.0037424602428154318 0.001330960959341206 0.0013017882572003911 -0.0038777587992005805
leaf_weight=0.0012537885907396009 0.0015250121216222089 0.0011685751863772 0.0011522378945386493 0.0010783383712809078 0.0018309869131845138 0.0013394351773994874 0.0011403468965209256 0.0013418853338536029 0.0014099385037996681 0.0011546039857110663
leaf_count=259 303 121 325 80 259 109 494 275 63 833
internal_value=0 -0.000161526 3.83501e-05 -0.000211777 -0.000450877 -0.000849151 -0.000361676 -0.00101521 -0.000219084 -0.00107803
internal_weight=0 0.0131414 0.0116163 0.0104641 0.00938577 0.00755479 0.00638621 0.00504677 0.00390643 0.00249649
internal_count=3121 2862 2559 2234 2154 1895 1774 1665 1171 1108
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=14
num_cat=0
split_feature=124 52 52 2 48 12 0 48 2 160 13 2 2
split_gain=0.000273518 0.000218037 0.000174788 0.000172928 0.000160858 0.000398455 0.000244047 0.000168026 0.000346531 0.000266048 0.000172891 0.000440992 0.00018531
threshold=0.10281000000000001 -0.28430999999999995 -0.081429999999999989 0.092120000000000021 -0.032929999999999994 0.095330000000000012 -0.097274999999999986 0.12879500000000002 0.113445 -1.0000000180025095e-35 0.0076650000000000008 0.098035000000000011 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 8 9 -6 11 12 -11
right_child=-2 2 4 -5 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00069131018997225027 0.00076417146542365221 -4.3741088834513935e-06 0.00035575636885931743 0.00071910129303132759 -0.00074340109693819096 -5.8652717062315131e-05 -0.00097495847331802795 -0.00054043801365730192 0.00069969593761583899 0.00026509033712817574 -0.00037227854153889682 0.0010541076427893448 -0.00048566229455984314
leaf_weight=0.0011269560603356923 0.0010116818987581091 0.0016652859759886422 0.0017535450179044761 0.0013948275715610081 0.0011162153462751668 0.0010672001497548655 0.0017843901739345589 0.0011125158056355397 0.0016922550374916627 0.001698704888647368 0.0015133756566414469 0.0010899208370229729 0.0013602298147721431
leaf_count=338 39 265 118 152 538 54 421 51 162 344 87 82 470
internal_value=0 -4.53642e-05 -3.16031e-06 0.000325393 -7.40219e-05 -0.000134629 -0.000632033 1.33793e-05 8.6116e-05 -6.70657e-05 6.62627e-05 0.000226229 -6.87501e-05
internal_weight=0 0.0183754 0.0172485 0.00306011 0.0141884 0.0124348 0.00285159 0.00958322 0.0084707 0.00677845 0.00566223 0.00414886 0.00305893
internal_count=3121 3082 2744 417 2327 2209 475 1734 1683 1521 983 896 814
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=17
num_cat=0
split_feature=124 47 14 133 14 15 42 4 49 13 51 0 3 0 2 12
split_gain=0.000236349 0.000287575 0.00022386 0.000189628 0.000184915 0.000215168 0.000176445 0.000232335 0.000204387 0.000187766 0.000230702 0.000194655 0.000158374 0.000132788 0.000115747 4.63766e-05
threshold=0.10195500000000002 0.13148500000000005 0.076175000000000007 0.099660000000000012 -0.10708499999999999 -0.15914499999999995 0.097315000000000026 0.055260000000000011 0.0093850000000000027 -0.084034999999999985 0.08955500000000001 -0.11437499999999999 -0.085709999999999995 -0.060129999999999996 0.097845000000000015 0.086305000000000007
decision_type=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 14 11 -11 -9 -13 -7 -15
right_child=-2 -3 -4 -5 5 6 -8 12 -10 10 -12 13 -14 15 -16 -17
leaf_value=-0.00045748568862746044 0.00079997552349272505 -0.00093986501628323844 -0.00076111979814330762 -0.00064171256270497009 0.00091275116567813772 0.00012309456435310255 0.00071920214192022183 0.00011905617110682594 0.00087911726713299921 0.00063405485140613906 -0.00073753282049292778 -0.00064794525748790852 -0.00074078263586685868 0.00037033023973468782 0.00092909114451976795 -0.00013634328637697176
leaf_weight=0.0015634678672482591 0.0010043229127983935 0.0010014902656284566 0.0010556191135701045 0.0010789524432369196 0.0010291934368827716 0.0010734822403069564 0.0012171815496257047 0.0010158967832857857 0.00103996089097377 0.0013570241800257019 0.0012406140780848764 0.0010138581507262738 0.0016187505061538163 0.0010000409955306403 0.0010053872310548106 0.0011113485435148007
leaf_count=131 42 59 101 443 173 372 143 50 289 55 139 640 229 97 58 100
internal_value=0 -5.03707e-05 7.64797e-07 4.99094e-05 9.87265e-05 0.000162097 0.000101234 3.56925e-05 0.000168272 7.35176e-05 -8.60877e-05 9.42209e-05 -0.000409236 -0.000140182 0.000512892 0.000103638
internal_weight=0 0.0184223 0.0174208 0.0163652 0.0152862 0.0137227 0.0126935 0.0114764 0.00884172 0.00780176 0.00572289 0.00448227 0.00263465 0.00312525 0.00207887 0.00211139
internal_count=3121 3079 3020 2919 2476 2345 2172 2029 1750 1461 1031 892 279 837 430 197
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=18
num_cat=0
split_feature=133 44 3 48 0 4 151 2 11 43 43 42 43 52 3 4 0
split_gain=0.000313531 0.000327748 0.000449313 0.000330959 0.00040219 0.000605435 0.000295233 0.000182268 0.00019094 0.000246753 0.000272337 0.000263899 0.000215321 0.000333578 0.000304958 0.000128257 0.000115542
threshold=0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.12737000000000001 -0.17169499999999996 0.0061450000000000003 -0.030624999999999996 -0.14451499999999998 0.079915000000000014 0.05259500000000001 -0.067899999999999974 -0.12995999999999999 -0.25681499999999996 0.089325000000000015 -0.075944999999999985 -0.080924999999999983 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 9 10 11 -9 -13 14 -14 -11 -12
right_child=-2 -3 -4 -5 7 6 -8 8 -10 15 16 12 13 -15 -16 -17 -18
leaf_value=-0.00046395662578831506 -0.00095361298233511587 -0.00098107391815913754 0.0010345217675551089 -0.0010220958831246389 0.0005783864630818377 0.00043539245061804472 0.0017525928260255547 -0.00079023122399448536 -0.00088691758691484862 0.00080993094851169024 -0.00025828466700327565 0.00082326598253271209 -0.00021494679300961415 -0.00091638216608200837 0.0010177846905496592 -2.773929200930329e-05 -0.00091810299760795584
leaf_weight=0.0011625213766680532 0.0011524107324611425 0.0010330626498653564 0.0015737332779411908 0.0010093955232441934 0.0013545973998195732 0.001047304144123018 0.0013045238923406477 0.0011031273835366857 0.0010559389094479963 0.0014345332423901791 0.0017335629808530317 0.0014038235844791034 0.0016113015785279277 0.0010392636020170043 0.0011918995996948005 0.0011044374452696759 0.0018980856716840104
leaf_count=51 435 59 136 53 54 36 43 67 140 60 87 61 555 222 171 241 650
internal_value=0 3.49919e-05 8.4909e-05 8.09125e-06 6.44681e-05 0.000626838 0.00116602 -6.79022e-05 -0.000132388 -6.87514e-05 -0.000199579 3.12446e-05 0.000203975 -2.22799e-05 0.000309201 0.000445549 -0.00060314
internal_weight=0 0.0220611 0.021028 0.0194543 0.0184449 0.00351435 0.00235183 0.0149306 0.013576 0.01252 0.00998106 0.00634942 0.00524629 0.00384246 0.0028032 0.00253897 0.00363165
internal_count=3121 2686 2627 2491 2438 130 79 2308 2254 2114 1813 1076 1009 948 726 301 737
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=17
num_cat=0
split_feature=43 42 40 48 4 160 3 13 0 3 52 133 3 15 0 2
split_gain=0.000325718 0.000322986 0.000393982 0.000387282 0.000299388 0.000382586 0.000271424 0.000251335 0.000211074 0.000173891 0.000163094 0.000166011 0.000265099 0.000174119 8.09157e-05 2.20791e-05
threshold=0.24789500000000006 -0.12995999999999999 -0.013874999999999998 0.12649500000000002 0.0061450000000000003 0.088755000000000014 -0.074084999999999998 0.0027400000000000007 -0.062294999999999996 0.10732000000000001 -0.088204999999999992 1.0000000180025095e-35 -0.10023499999999998 -0.088749999999999982 -0.21861499999999998 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 9 6 7 -6 -3 10 -4 12 -12 -14 -8 -16
right_child=-2 2 3 -5 5 -7 14 -9 -10 -11 11 -13 13 -15 15 -17
leaf_value=-0.00066994533913241347 -0.00084227509732017673 0.00026822646003165566 -0.00067762392669721324 -0.00075872842951828863 0.00085615792952882747 0.0011345057597685923 0.0001890597758544489 5.1005261041327386e-05 0.0011918891317349463 0.0004031410082630693 0.00046749225568728804 -0.00065755940543314544 0.00014804589188890699 -0.00071859547768410813 -0.00017253046289615484 -0.00047423154352482219
leaf_weight=0.001462302105684858 0.0010712736023783106 0.001361856744207213 0.0015612372866166055 0.0014649637632047482 0.0017770082644858465 0.0010840865116896747 0.0010365958218621074 0.001936776433628884 0.0010452806673635845 0.0011820257430823489 0.0018455024819983255 0.0010421294306384235 0.0010167430803053861 0.0012179512320184358 0.0011082984845804111 0.001215915668409135
leaf_count=140 188 182 412 65 184 82 64 66 105 72 84 597 84 621 63 112
internal_value=0 3.13501e-05 8.28924e-05 2.17927e-06 7.17426e-05 0.000279239 0.000148181 0.000436263 0.00066932 -0.000143486 -0.00024016 -0.000106825 3.38387e-05 -0.00032429 -0.000170156 -0.000330366
internal_weight=0 0.0213587 0.0198964 0.0174892 0.0160243 0.00815868 0.00707459 0.00371378 0.00240714 0.00786559 0.00668356 0.00512233 0.0040802 0.00223469 0.00336081 0.00232421
internal_count=3121 2933 2793 2506 2441 571 489 250 287 1870 1798 1386 789 705 239 175
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=12
num_cat=0
split_feature=47 376 4 12 15 3 13 48 43 4 3
split_gain=6.71638e-05 9.92923e-05 0.000100546 0.000147626 0.000100508 0.000100814 0.000113652 0.000126451 0.000100559 8.79948e-05 0.000104589
threshold=0.13148500000000005 0.048375000000000008 0.24564500000000003 0.098810000000000023 -0.095869999999999983 0.10732000000000001 -0.033284999999999988 0.085485000000000019 -0.067899999999999974 0.40945500000000007 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -4 -11
right_child=-2 -3 9 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.0026175230680775536 -0.0021274917698338607 0.003044374923831571 0.003228450587660023 -0.0039228195714766639 -0.002324988131923045 0.0024412248134862082 0.0015134503813035805 0.0034839463618723445 -0.002490120161758281 -0.0018749169768587303 0.0021472932531892731
leaf_weight=0.0012404998517297448 0.0012363725225817699 0.0010053520402882035 0.0013180312834354382 0.0010558372788090839 0.0016927124002095425 0.0015423381534538372 0.001093660254276603 0.0010113310249449531 0.0011612724965275418 0.0011453889585297805 0.0011765561849268295
leaf_count=228 65 156 121 388 1095 90 222 83 431 53 189
internal_value=0 0.000180202 -5.13138e-05 -0.000599288 -0.00014602 0.000325561 -0.000332452 0.000700163 -0.000548357 0.00127311 0.000163183
internal_weight=0 0.013443 0.0124376 0.00879765 0.00774181 0.00650131 0.00495898 0.00326626 0.00225493 0.00363998 0.00232195
internal_count=3121 3056 2900 2537 2149 1921 1831 736 653 363 242
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=11
num_cat=0
split_feature=47 1 13 52 0 4 0 15 49 43
split_gain=5.47076e-05 8.40436e-05 0.0001059 0.000104435 7.27338e-05 0.000146814 0.000116991 8.87086e-05 0.000115698 7.99753e-05
threshold=0.13148500000000005 0.11323000000000001 -0.0025349999999999995 0.11434500000000002 -0.076234999999999983 -0.49405499999999997 -0.10607499999999999 -0.095869999999999983 -0.066894999999999982 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -9 -7
right_child=-2 2 -4 -5 5 9 -8 8 -10 -11
leaf_value=-0.0016751622545026709 -0.001777922803977779 0.0032495913210768054 1.5840541525570209e-05 -0.0027056250406538415 -0.0017623483461485599 0.0032589182885934516 -0.002941680040986887 -0.0012207748511276421 0.0025302595936010242 0.0001506243236175604
leaf_weight=0.0013620509961275729 0.0012304493254982332 0.0013529258693362432 0.0018195656847748857 0.0011629351067310176 0.0010523653418486045 0.0016882475204427613 0.0012334496458170311 0.0010302871482684717 0.0016219470785833216 0.0010159482446314011
leaf_count=134 65 287 127 402 137 414 1281 68 145 61
internal_value=0 0.000151067 0.00139489 -0.000237044 8.17811e-05 0.00101163 -0.000583847 0.000140633 0.00107313 0.00209115
internal_weight=0 0.0133397 0.00317249 0.0101672 0.0090043 0.00375656 0.00524773 0.00401429 0.00265223 0.0027042
internal_count=3121 3056 414 2642 2240 612 1628 347 213 475
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=16
num_cat=0
split_feature=124 47 14 4 14 15 159 15 49 16 4 2 2 0 2
split_gain=0.000212077 0.000272518 0.000216725 0.00016597 0.000146738 0.00019868 0.000190162 0.000185932 0.000183951 0.000188129 0.000164681 0.000142388 0.000139786 0.000181272 0.000117783
threshold=0.093335000000000015 0.13148500000000005 0.076175000000000007 -0.49405499999999997 -0.10708499999999999 -0.15026499999999995 0.091530000000000014 -0.095869999999999983 -0.052259999999999994 0.16703000000000004 0.042705000000000007 0.090675000000000019 0.099515000000000006 -0.07403499999999999 0.079055000000000014
decision_type=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 11 10 12 -9 13 -10 -7
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00045479473859151787 0.00068492732201565481 -0.00081495489048484028 -0.00067055736772773987 -0.00035002758513556147 0.00079834827523646518 0.00010205783322742396 -0.0005457176574108736 -0.00041024145593131879 0.00019850556403535268 -0.00016573698216760789 0.00098697731853346999 0.00023572135091131356 -0.00012246444538317806 0.0010634605509096434 -0.00061901374208159481
leaf_weight=0.0014452609160002751 0.0010065607174603993 0.0010341798118181913 0.001075918057801383 0.0015924559975718797 0.0010313258710927019 0.00108416273555867 0.0010249808975946366 0.0014466248418043308 0.0013759275808523756 0.0011061436931796408 0.0014035903575186637 0.0018701262825960852 0.0010166125536714421 0.0010001504397387844 0.0010817550634098713
leaf_count=154 54 59 101 135 199 53 221 139 1066 233 113 129 152 147 166
internal_value=0 -4.36998e-05 1.73539e-06 4.56292e-05 9.37369e-05 0.000146311 9.21246e-05 0.000149548 0.000245314 0.000409024 0.000541579 -4.602e-05 0.000357313 0.000562587 -0.000258077
internal_weight=0 0.0185892 0.017555 0.0164791 0.0150339 0.0134414 0.0124101 0.0113851 0.00921918 0.00590242 0.00479628 0.00331675 0.00339269 0.00237608 0.00216592
internal_count=3121 3067 3008 2907 2753 2618 2419 2198 1979 1711 1478 268 1365 1213 219
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=14
num_cat=0
split_feature=124 14 52 157 150 151 16 0 1 151 43 16 0
split_gain=0.000221309 0.000185778 0.000175641 0.000203986 0.000180228 0.000184954 0.000193063 0.000346931 0.00023561 0.000159306 0.000150977 0.00013187 8.14344e-05
threshold=0.10195500000000002 0.076175000000000007 -0.28430999999999995 -0.072409999999999988 0.080470000000000014 -0.0096649999999999982 -0.056919999999999991 -0.060129999999999996 0.094385000000000011 -0.055494999999999996 -0.15879999999999997 0.18438500000000005 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7 -6 -9 -12 -10
right_child=-2 -3 3 4 9 6 7 10 12 -11 11 -13 -14
leaf_value=-0.00064887962567121058 0.00075681785782253188 -0.00073118542655531697 0.00059934471802805664 -0.00077529753440359905 0.00063769966919339344 -0.00029978168112600152 -0.001016686793753128 0.00048526242912918691 0.00017547005916106678 -7.0865848609129846e-05 0.00013792186174701844 -0.00070613635051602777 0.00070201285701579244
leaf_weight=0.001112400059690522 0.0010114924751900836 0.0010487622868765581 0.0016331866079772146 0.0011204616187314104 0.0018767337383899796 0.001947223732899326 0.0013618831512172986 0.0011256775262040719 0.0016713454981033271 0.001687854328636885 0.0010571861589940938 0.0010171559979941236 0.0016199231028834558
leaf_count=325 42 101 313 163 195 977 468 27 107 101 68 50 184
internal_value=0 -4.73412e-05 -5.71917e-06 3.86675e-05 -2.45471e-05 -0.000131195 -5.75554e-05 -0.000309257 0.000161637 0.00030219 -8.18518e-06 -0.000275963 0.000434628
internal_weight=0 0.0182798 0.017231 0.0161186 0.0144854 0.0109209 0.0098004 0.0045619 0.00523849 0.00356459 0.00320002 0.00207434 0.00329127
internal_count=3121 3079 2978 2653 2340 2044 1881 613 1268 296 145 118 291
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=12
num_cat=0
split_feature=484 42 15 1 15 42 15 13 1 0 49
split_gain=5.49782e-05 6.30206e-05 8.94015e-05 0.000143013 0.000197415 0.000223781 0.000191637 0.000133564 0.00012643 0.000126012 0.000102779
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.086375000000000021 -0.074054999999999996 -0.010739999999999998 0.111945 0.14486500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 8 -4 10 -2 -5
right_child=1 -3 7 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0018228023056836814 -0.0030049534632163276 -0.001714678464716995 0.0010128889599817419 0.0014685385555541456 0.0044030555935394575 0.0040485435823412264 -0.0027895825916997114 -0.0028752157292003377 0.0025617941119265878 0.00059911054604460453 -0.0017757427907715252
leaf_weight=0.0010182644367233958 0.0011610384354979455 0.0011174978539523909 0.0010452541695468373 0.001167716503341968 0.0010649848661684874 0.0010605369762870876 0.0012514079070645029 0.0012919531027123518 0.0016490062138615723 0.00139876601822575 0.0014093046184222562
leaf_count=503 536 311 511 81 197 172 92 395 181 39 103
internal_value=0 0.000125257 0.000289747 0.000617721 0.00117436 0.000648429 -9.89827e-06 -0.00113636 0.00081322 -0.00103557 -0.000305673
internal_weight=0 0.0136175 0.0125 0.0101628 0.00760296 0.00653797 0.00547744 0.00233721 0.00422603 0.0025598 0.00257702
internal_count=3121 2618 2307 1401 826 629 457 906 365 575 184
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=16
num_cat=0
split_feature=124 133 42 50 133 3 47 13 4 2 52 1 1 0 2
split_gain=0.000255045 0.000249012 0.000230667 0.000232267 0.000183704 0.000220304 0.000188633 0.000246683 0.0002046 0.000215152 0.000156475 0.000341467 0.0002615 0.000370616 2.60191e-05
threshold=0.10093000000000002 0.10622000000000002 -0.095284999999999995 0.10647500000000001 0.083950000000000011 -0.15447499999999995 0.092530000000000015 -0.061684999999999997 -0.27825499999999997 0.11474000000000002 -0.07167999999999998 0.089175000000000018 0.089770000000000016 -0.086554999999999979 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -7 10 11 -10 -12 14 -14
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 12 -13 13 -15 -16
leaf_value=-0.00069334844758330136 0.00076641887863023903 -0.00080901146269222925 0.00055798104516468344 -0.00066050994489491208 0.00064424628164421838 -0.00054520766774342764 4.6345902175723495e-05 -0.00099963159896943087 0.00026739717454820656 0.00062160443292975779 -0.0003645728898625972 -0.00078659373091931079 0.0010292424150609963 -0.0003174216057656144 0.00067288780938075474
leaf_weight=0.0011405039406215669 0.0010031393032325911 0.0010160346556798315 0.001767851272997052 0.0011032300101597994 0.001349982947118202 0.0012550216708127034 0.0011801644230110819 0.0010683047959752631 0.0015302406137866504 0.0018067113357798422 0.0013815874960078217 0.0015274325089656426 0.0010118585763254501 0.0010126095162213238 0.0010264334254230789
leaf_count=205 45 431 150 251 456 85 104 81 136 229 639 96 33 130 50
internal_value=0 -4.92741e-05 -6.77203e-06 3.92313e-05 8.77278e-05 3.61572e-05 -3.59116e-05 -0.000450625 5.24583e-05 0.00013314 1.53164e-05 -0.000259114 0.000204627 0.000462387 0.000849791
internal_weight=0 0.019178 0.0181619 0.0170214 0.0159182 0.0145682 0.0128004 0.00224847 0.0105519 0.00929687 0.00749016 0.00305767 0.00443249 0.0030509 0.00203829
internal_count=3121 3076 2645 2440 2189 1733 1583 185 1398 1313 1084 232 852 213 83
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 4 52 13 16 2 0
split_gain=5.91544e-05 0.000121743 0.000105493 0.000138257 0.000193735 8.93147e-05 7.50956e-05 0.000122839 0.000175458 9.11682e-05 7.33529e-05
threshold=-0.28430999999999995 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.013514999999999998 0.070205000000000017 -0.08971999999999998 -0.094359999999999986 0.11093500000000002 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 7 -5 -9 -8 -6
right_child=1 -3 3 4 10 -7 9 8 -10 -11 -12
leaf_value=-0.0019902956989928948 -6.3351567847973799e-05 0.0028405112016310586 0.0021902283673404339 0.001547541088587069 -0.0015470193716710329 0.0036202446162092714 -0.00032714224263506481 -0.0047759940603838529 -0.00021863252008925122 0.0030166022534625194 -0.0049050992190286333
leaf_weight=0.0011115808038902513 0.0010929688867471806 0.0012215764356137736 0.0013308009209485076 0.0011349479562044462 0.0010038160277122156 0.0010092872029616876 0.0016635009079153003 0.0010750111386129179 0.0018028617563914029 0.0010669596738766274 0.0010726796046890696
leaf_count=344 186 163 111 193 352 170 717 165 529 71 120
internal_value=0 0.000152669 -0.000115302 -0.000492327 -0.000897093 0.00170513 -0.000162775 -0.000939995 -0.00192101 0.000979465 -0.00328174
internal_weight=0 0.0134744 0.0122528 0.0101506 0.00881978 0.00210226 0.00674328 0.00401282 0.00287787 0.00273046 0.0020765
internal_count=3121 2777 2614 2258 2147 356 1675 887 694 788 472
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=12
num_cat=0
split_feature=41 2 43 12 51 15 16 12 52 13 457
split_gain=5.43597e-05 7.01186e-05 6.14281e-05 9.71599e-05 8.11989e-05 0.000103693 6.98408e-05 6.75316e-05 0.000120851 7.84419e-05 0.000161477
threshold=0.07831500000000001 -1.0000000180025095e-35 0.05259500000000001 -0.082514999999999991 -0.031924999999999995 -0.020484999999999996 -0.014034999999999997 0.095780000000000018 0.10024500000000001 -0.015874999999999997 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 9 -6 -11
right_child=-2 2 6 4 7 -7 -8 -9 -10 10 -12
leaf_value=0.0016638256018068418 -0.0017366190369724735 -0.0025896422825505139 -0.00028895404630161159 -0.0031209453053620924 0.0019412623499808113 0.00036527720302572921 0.0025621270650719149 -0.0014163534997523766 0.0027580052303551842 -0.0020670151503775114 0.0018155025777206607
leaf_weight=0.0016393085254728006 0.0010609541209722359 0.0010874894341557926 0.0010916456035186331 0.0010909106795280246 0.001003702944395315 0.0010548324650345477 0.0010688548722360943 0.0010944978077101833 0.0013859673431871264 0.001821092487738883 0.0010683836036213812
leaf_count=177 151 165 294 293 620 226 74 295 315 439 72
internal_value=0 0.000127641 -8.63643e-05 -0.000358013 -7.31483e-05 -0.00140714 0.00112155 0.000375953 0.000747542 3.18193e-05 -0.000631454
internal_weight=0 0.0134067 0.0117674 0.00960688 0.00851939 0.00214574 0.0021605 0.00637364 0.00527915 0.00389318 0.00288948
internal_count=3121 2970 2793 2425 2260 519 368 1741 1446 1131 511
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=17
num_cat=0
split_feature=14 52 157 376 48 1 14 0 151 3 3 2 4 16 42 4
split_gain=0.00023959 0.000187927 0.000229072 0.000244036 0.000265916 0.000368132 0.000302683 0.000363599 0.000273044 0.000197411 0.000309568 0.000157574 0.000321776 0.000116342 6.81446e-05 5.82391e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.088470000000000007 0.12737000000000001 0.094385000000000011 -0.10708499999999999 -0.13027499999999997 -0.0033899999999999994 -0.083924999999999986 0.013900000000000001 -1.0000000180025095e-35 0.10637500000000001 -0.083539999999999989 0.084635000000000016 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -7 8 -8 13 -11 -9 -13 -4 -15 -12
right_child=-2 2 3 -5 -6 6 7 11 -10 10 15 12 -14 14 -16 -17
leaf_value=-0.00066024730071397844 -0.00077535942179269559 0.00077117904368227404 0.00051843276299764888 0.00076678752835152714 -0.00079453340568564506 -0.00040272788833209307 0.00039409224332428338 0.00066476231354459258 0.0015788292767045943 -0.0012700260472845056 -0.00040513920115841436 -0.00072245150103751057 0.00047014690361424209 -0.00046754948696616568 0.00014026568077803595 0.00010302707928944056
leaf_weight=0.0010258785039647033 0.001078155770525612 0.0012363921099667009 0.0010440368794362997 0.0011520825167008605 0.0011815388580625622 0.0014050509458490845 0.0010595543485335535 0.0011143337829322697 0.0011214477183001392 0.0010654591227102729 0.0015684795385095818 0.0011945863074786234 0.0013492615059870657 0.0010445627041154081 0.0010220403483647555 0.0010574676034309505
leaf_count=314 101 235 217 62 59 98 86 116 91 908 75 181 84 338 124 32
internal_value=0 3.60321e-05 7.65797e-05 2.41498e-05 -3.20355e-05 3.21039e-05 0.00029463 0.000462432 0.00100327 -0.000247489 -0.0005092 0.000139984 -8.98951e-05 6.30852e-05 -0.000166954 -0.000200501
internal_weight=0 0.0186422 0.0176163 0.0163799 0.0152278 0.0140463 0.00724423 0.00583918 0.002181 0.00680205 0.00369141 0.00365818 0.00254385 0.00311064 0.0020666 0.00262595
internal_count=3121 3020 2706 2471 2409 2350 656 558 177 1694 1015 381 265 679 462 107
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=11
num_cat=0
split_feature=48 48 51 2 1 0 15 13 12 13
split_gain=5.53823e-05 0.000124192 0.000130327 7.94458e-05 0.000132365 0.000139016 0.000101876 0.000101731 0.000100285 7.79902e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 -1.0000000180025095e-35 0.12500000000000003 -0.23001499999999997 -0.0063699999999999989 -0.084034999999999985 0.081420000000000006 -0.0079349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 -8 -9 -7
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0020216702639717695 -0.0020367699372533781 0.002584180920577234 -0.0029881493718911219 0.002544531846691117 0.0025481877844658147 -0.004653368717983138 0.0012279893517552376 -4.9954561009559754e-05 -0.0038138415965044731 -0.0010424778802162816
leaf_weight=0.0016691789088843093 0.0010769653163844725 0.0015965883446218106 0.0012693484330806833 0.0010116911947930553 0.0013013359387017715 0.0010406240602724454 0.0019465531029391938 0.0014845534625706341 0.0010378676620236222 0.0010240813575445118
leaf_count=168 90 263 286 66 136 637 289 103 859 224
internal_value=0 0.000152869 -0.00017651 0.000162877 -0.000187837 -0.000659714 -0.00115587 -0.000367439 -0.00159863 -0.00286239
internal_weight=0 0.0133818 0.0117852 0.0105159 0.00884671 0.00754537 0.00653368 0.00446897 0.00252242 0.00206471
internal_count=3121 3031 2768 2482 2314 2178 2112 1251 962 861
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=10
num_cat=0
split_feature=52 16 43 159 16 4 1 1 52
split_gain=5.01371e-05 9.98871e-05 9.21184e-05 0.000108007 0.000124836 0.00012866 0.000114739 0.000112677 7.44612e-05
threshold=-0.28430999999999995 0.23311500000000004 -0.13868499999999997 0.076905000000000015 -0.056919999999999991 -0.0024449999999999997 0.094385000000000011 0.11212500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -6
right_child=1 -3 3 -5 8 6 7 -9 -10
leaf_value=-0.002073121266297055 -0.0023383670315125778 0.0025798929140568457 0.0031188141679951722 0.0025741573456338498 -0.0039863240724973582 -0.0031152764745406999 0.0024231033609834096 -0.0012183642930729203 -0.00045193945966810599
leaf_weight=0.0011002308084994685 0.0016737748192709031 0.0015267328937410988 0.0014633110150837686 0.0016350507873453849 0.0011808086393555028 0.0011126143545544869 0.0017157950955588586 0.001720597064117077 0.001230812402796537
leaf_count=344 272 139 789 406 387 219 121 175 269
internal_value=0 0.000160592 -0.00015422 0.000209213 -0.000249813 0.000525409 -0.000308829 0.000599825 -0.00218249
internal_weight=0 0.0132595 0.0117328 0.010059 0.00842394 0.00601232 0.00454901 0.00343639 0.00241162
internal_count=3121 2777 2638 2366 1960 1304 515 296 656
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=17
num_cat=0
split_feature=133 50 48 2 48 160 13 2 48 16 16 13 42 0 12 16
split_gain=0.000343811 0.000295148 0.000263213 0.000281642 0.000272331 0.000190261 0.00017954 0.000208098 0.000157132 0.000283444 0.000176186 0.000251993 0.000222773 0.000258853 0.000118628 5.72397e-05
threshold=0.10622000000000002 0.10647500000000001 0.12879500000000002 0.098035000000000011 0.093015000000000014 0.086075000000000013 -0.08971999999999998 0.11585500000000001 -0.032929999999999994 -0.27167499999999994 -0.056919999999999991 -0.020934999999999999 -0.095284999999999995 -0.057069999999999989 0.084100000000000022 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 8 -5 15 -1 -10 14 -12 -13 -14 -11 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 11 12 13 -15 -16 -17
leaf_value=0.00066867866237032127 -0.00096710689377440596 -0.00080811939378879394 -0.00076218418996330892 0.00071495462265382158 0.0011705607828337158 -0.00057925200177866385 -0.00057694446000237768 0.00064811981265794241 -0.00080624416649262992 0.00081768165172530795 -0.00068637866001623337 -0.00043567399550409119 -9.4768263886760613e-05 0.0011204086309482249 4.9264670551157157e-05 -3.2937131618791405e-07
leaf_weight=0.0011980993073716925 0.0010660534413503764 0.0011471541895042561 0.0010084325039967359 0.0017332048978930814 0.001268600620556809 0.0015466959555030602 0.0010899515287830785 0.0010533671898119955 0.0011548802159316047 0.0014548359465256771 0.0014267748304546343 0.0011236736763395594 0.0010456855990131266 0.0010805350645529694 0.0010476251794525639 0.0010013774744553816
leaf_count=70 435 277 46 132 96 200 100 192 121 96 422 37 92 72 548 185
internal_value=0 4.85019e-05 0.000102395 0.000153011 0.000451911 -1.28187e-05 0.000265011 1.70245e-05 7.90918e-05 -5.66739e-06 0.000123118 -7.64048e-05 0.000191387 0.000522779 0.000495993 -0.000300848
internal_weight=0 0.0193809 0.0182337 0.0172253 0.0061465 0.0110788 0.0048779 0.0031447 0.00953211 0.00833401 0.00717913 0.00467667 0.00324989 0.00212622 0.00250246 0.00209133
internal_count=3121 2686 2409 2363 705 1658 609 477 1458 1388 1267 623 201 164 644 285
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=15
num_cat=0
split_feature=133 14 160 52 4 0 157 16 457 133 2 0 0 52
split_gain=0.000262303 0.00022638 0.000203275 0.000179554 0.000271087 0.000332573 0.000242282 0.000188421 0.000187502 0.000217073 0.000239093 0.000286384 0.000149925 0.000127033
threshold=0.10622000000000002 0.076175000000000007 -0.22361499999999998 0.10024500000000001 -0.35136499999999998 -0.010949999999999998 -0.08107499999999998 0.13751500000000003 -0.0029299999999999994 -1.0000000180025095e-35 0.11215000000000001 -0.10607499999999999 -0.059114999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -5 -8 -10 11 13 -13 -11
right_child=-2 -3 3 7 5 -7 8 -9 9 10 -12 12 -14 -15
leaf_value=-0.00058505838136400511 -0.00078036483111590415 -0.00067607663659006588 -0.00055168044242353555 0.00011007719850475468 0.00077587121189726777 0.00093065128209557986 -0.00066342599807294063 0.00099224170152676684 -0.00054821492453902346 0.00028796675853974541 -0.00033627684540074625 -0.00034630637956814005 0.00033336494207075225 0.00096990285315268752
leaf_weight=0.0010691723046763598 0.001025088657857858 0.0010394590462481359 0.0016147087910844933 0.0012915741048580001 0.0010427506045423982 0.001182657854141623 0.001020540775014526 0.0011279872099976274 0.0013005131947642868 0.0011983226529804769 0.0019273980732241961 0.0016641970865931494 0.0015671591315076176 0.0015685601477305475
leaf_count=284 435 87 188 191 216 96 136 19 668 61 212 426 40 62
internal_value=0 3.9022e-05 8.13146e-05 0.000124478 5.63128e-05 0.000135027 5.16791e-05 0.000521338 -2.2018e-05 4.89307e-05 0.000146916 0.000302179 -1.6676e-05 0.00067456
internal_weight=0 0.018615 0.0175755 0.0165064 0.0140868 0.0124721 0.0112894 0.00241956 0.0102467 0.00922615 0.00792564 0.00599824 0.00323136 0.00276688
internal_count=3121 2686 2599 2315 2105 1917 1821 210 1605 1469 801 589 466 123
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=17
num_cat=0
split_feature=124 133 14 50 47 4 151 52 52 4 13 1 4 151 48 3
split_gain=0.000313148 0.000299318 0.000240414 0.000231205 0.000339023 0.000196915 0.000191526 0.000186782 0.000224724 0.000242351 0.000293163 0.00024443 0.000167167 0.000157483 9.62261e-05 9.61591e-05
threshold=0.10281000000000001 0.10622000000000002 0.076175000000000007 0.10647500000000001 0.11926500000000002 0.27834500000000006 -0.055494999999999996 0.11434500000000002 -0.12005499999999998 -0.0029599999999999995 -0.084034999999999985 0.094385000000000011 -0.35136499999999998 -0.076249999999999984 0.085875000000000021 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 14 8 -8 10 -10 -11 -12 -7 -1 -13
right_child=-2 -3 -4 -5 -6 13 7 -9 9 11 12 15 -14 -15 -16 -17
leaf_value=0.00095199899894290692 0.00095106347162364339 -0.00094938368146090793 -0.00078587115656010868 -0.0007121000261599901 -0.00086766335365267395 8.0957671763613639e-05 -0.00067901639001778928 -0.00070429607421753455 0.0011531832347599679 -0.00060177090355382796 -0.00039263136739786924 0.00059934047558003517 0.00045895511819394447 0.00093562647785494209 0.00019062671476942071 -0.00012416306239290212
leaf_weight=0.0010078593219356455 0.0010028123498357624 0.0010532109954000104 0.0010970276034518714 0.0011167118346437624 0.0010152673438119644 0.0010857878503767182 0.00109415849703758 0.0010685122951997481 0.0012641481565280324 0.0018953031553144749 0.0010848418809770157 0.0011490568489061215 0.0019637318634422142 0.0016418850637837839 0.0010050167629932286 0.0010805912439568743
leaf_count=188 39 431 87 268 63 57 321 189 245 244 54 51 503 213 140 28
internal_value=0 -4.64453e-05 4.76573e-06 5.44056e-05 0.000106739 0.000171225 7.94919e-05 -1.4001e-05 6.33806e-05 0.000159651 0.000448236 -0.00014207 0.000155916 0.000595414 0.00057185 0.000248697
internal_weight=0 0.0196231 0.0185699 0.0174729 0.0163562 0.0153409 0.0126132 0.0106003 0.00953183 0.00843767 0.00431272 0.00412495 0.00304857 0.00272767 0.00201288 0.00222965
internal_count=3121 3082 2651 2564 2296 2233 1963 1635 1446 1125 802 323 557 270 328 79
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=12
num_cat=0
split_feature=484 160 52 0 0 12 12 49 48 15 1
split_gain=5.14434e-05 6.31531e-05 9.89363e-05 0.00026835 0.000104171 0.000157077 8.23915e-05 7.61348e-05 0.000101853 0.000158758 0.0001361
threshold=-0.0068949999999999992 -0.098904999999999979 0.10744000000000002 0.15398500000000004 -0.019414999999999998 -1.0000000180025095e-35 0.091545000000000015 0.0021350000000000002 0.086125000000000021 1.0000000180025095e-35 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 10 -7
right_child=1 2 -4 -5 6 7 -8 -9 -10 -11 -12
leaf_value=-0.0017658660559193278 -0.00178898180967365 -0.0026477700640183837 0.0024995673221327422 -0.0038320041238662623 0.0036597883587419439 0.004972887891423341 0.00051986039523083116 -0.0015523265483254874 -0.00095307649485572982 -0.00060599857363026694 0.001270508854524553
leaf_weight=0.0010126324429077039 0.001041889510976471 0.001220588584057815 0.0011916452985672185 0.0010558950885251059 0.0010420493317545099 0.0010289893196856626 0.001149239717520345 0.00100622536894959 0.0015075179316497156 0.0015286898289529616 0.001759748883662926
leaf_count=503 390 283 141 43 134 143 85 320 149 785 145
internal_value=0 0.000123809 0.000283362 4.96297e-05 0.000449764 2.43218e-05 0.00201303 0.000501769 0.000856602 0.00148849 0.00263661
internal_weight=0 0.0135325 0.0124906 0.0112989 0.010243 0.00805176 0.00219129 0.00683117 0.00582495 0.00431743 0.00278874
internal_count=3121 2618 2228 2087 2044 1825 219 1542 1222 1073 288
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=12
num_cat=0
split_feature=1 47 151 14 16 4 3 0 133 3 12
split_gain=5.43078e-05 8.05778e-05 9.4064e-05 0.000129621 0.000180458 0.000154661 8.59575e-05 7.06914e-05 0.000122199 0.00011944 1.46644e-05
threshold=0.094385000000000011 0.13148500000000005 0.06617000000000002 -0.10708499999999999 -0.5315899999999999 0.24564500000000003 -0.034684999999999994 -0.060129999999999996 1.0000000180025095e-35 0.013900000000000001 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -6 9 10 -1 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0039404817769037506 -0.001548461296566328 -0.0019231713885999237 -0.0016312447595744559 -0.0013537847706850746 -6.4764074355378779e-05 0.006859459351028779 0.00382471540815707 0.0010401553995303832 -0.0021665021204530436 5.691551973632223e-05 0.0027910266922617638
leaf_weight=0.001471006131431237 0.0011407662244199701 0.0011762121036819062 0.0011938466549372695 0.00106913404194664 0.0010902065759283014 0.0010029013658827109 0.0013229128390637454 0.0010090854373583352 0.0012530734628603268 0.0016889879156520848 0.0010036149138461514
leaf_count=1833 117 59 70 75 274 164 184 84 93 97 71
internal_value=0 0.000555929 0.000983502 0.00153836 0.00232347 0.00347437 0.00206751 -0.000710329 0.00034783 -0.00180391 0.00191321
internal_weight=0 0.00799598 0.00681977 0.00562592 0.00448515 0.00341602 0.00241312 0.00642577 0.00326577 0.00315999 0.0020127
internal_count=3121 943 884 814 697 622 458 2178 248 1930 155
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=11
num_cat=0
split_feature=49 15 42 49 15 16 0 12 4 0
split_gain=5.15696e-05 0.000175724 0.000128337 0.00010912 6.92195e-05 0.000244478 0.000181856 0.00016993 0.000191538 0.000116176
threshold=-0.043469999999999995 -0.036009999999999993 0.091465000000000005 -1.0000000180025095e-35 -0.037864999999999989 -0.056919999999999991 -0.10836499999999999 0.051320000000000005 -0.046564999999999988 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 8 -6 -9
right_child=2 -3 -4 4 7 -7 -8 9 -10 -11
leaf_value=0.0026587729103575881 -0.0025774302350262332 -0.0011756306848218756 -0.0025602937773676849 -0.0011016748797884539 0.0003951135317068559 -0.0036830981888456762 0.0037963709692975267 0.0017102756861115272 0.0055303329831748521 -0.0019437618865319332
leaf_weight=0.0019110935073462509 0.0010076138126380247 0.0016318201162267001 0.0015799015942622912 0.0012175974475890916 0.0011065785264172401 0.0011772677208697372 0.0010309501581217389 0.0011193061744954004 0.001035489343005013 0.0014989709892660992
leaf_count=243 214 182 621 145 112 346 275 819 48 116
internal_value=0 0.000892696 -0.000300833 8.74429e-05 0.000415455 -0.000514774 0.00114406 0.0010849 0.00287751 -0.000381671
internal_weight=0 0.00354291 0.0107737 0.00919377 0.00818616 0.00342582 0.00224855 0.00476035 0.00214207 0.00261828
internal_count=3121 425 2696 2075 1861 766 420 1095 160 935
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=13
num_cat=0
split_feature=14 147 52 15 11 2 4 2 2 0 0 0
split_gain=0.000174245 0.000129305 0.000161881 0.000164044 0.000183327 0.000165718 0.000427903 0.000112287 0.000211468 0.000151421 0.000139808 0.000122279
threshold=0.076175000000000007 1.0000000180025095e-35 0.25317500000000004 -0.24436499999999997 0.079300000000000009 0.10981000000000002 0.033845000000000007 0.10097500000000002 0.096015000000000017 -0.053834999999999994 -0.084044999999999995 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 10 11 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.00055257312733891513 -0.00067368627562531202 0.00046756893284717924 -0.00061877773557393937 0.0001555284060700085 -0.00070082595945066559 0.00088748336889105139 -0.00043701639613024517 -0.00057254648783343137 0.00060889481188986232 -0.00054674486591639528 0.00054816217975746481 -0.00046048572774942139
leaf_weight=0.0015225246854095971 0.0010356018510145884 0.0017263189349610011 0.0011522429164218919 0.001921253727078299 0.0010432616979354483 0.0017808831975324466 0.0011082211174883588 0.0011386153439836948 0.0012905911262837619 0.0017921961333282081 0.0010966504818283665 0.0017018735739888803
leaf_count=227 101 167 305 93 126 183 134 146 113 126 672 728
internal_value=0 3.30461e-05 -1.51987e-05 3.3111e-05 -2.83246e-05 3.09804e-05 0.000379423 -8.16097e-05 -9.96806e-06 -0.000132619 2.46332e-05 -0.000133829
internal_weight=0 0.0172746 0.0155483 0.0143961 0.0128735 0.0118303 0.0028891 0.00894118 0.00780257 0.00651197 0.00471978 0.00362313
internal_count=3121 3020 2853 2548 2321 2195 317 1878 1732 1619 1493 821
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=15
num_cat=0
split_feature=124 133 14 132 42 484 160 47 1 160 0 43 15 4
split_gain=0.000226293 0.000189355 0.000167037 0.000173697 0.000325966 0.000152644 0.000214581 0.000185501 0.000227319 0.000192095 0.000156159 0.000141746 0.000170787 0.000233216
threshold=0.093335000000000015 0.099660000000000012 0.076175000000000007 0.081240000000000021 -0.088934999999999986 -0.0068949999999999992 0.092070000000000013 0.086380000000000012 0.11230000000000001 -0.080409999999999995 -0.10474999999999998 -0.078654999999999989 -0.03241999999999999 -0.080924999999999983
decision_type=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 -7 -9 -11 -13 -14
right_child=-2 -3 -4 -5 5 6 -8 10 -10 11 -12 12 13 -15
leaf_value=-0.00091908059638178452 0.00077604680582165145 -0.00067390964065817418 -0.00063884384938682763 0.00069708577518751982 -0.00050106354953718111 -0.00034298300497210193 -0.00046049773801824453 -0.00052261558777111524 0.00089735881455408457 0.00079489663592744949 0.00022635420846988841 0.00064803234187162735 0.00047784824114422341 -0.00061458611034550788
leaf_weight=0.0010034385535336978 0.0010059018684938905 0.0012281459641109256 0.0010538300010185511 0.0010800634040689086 0.0012033254183716176 0.0014342369512466303 0.001551494313912328 0.0015361644197682267 0.0016251826279296173 0.0014392269813166547 0.0015831136609254027 0.0013184276424416073 0.0010112151160082128 0.001192963794000081
leaf_count=244 54 473 86 196 351 299 121 68 207 169 154 150 289 260
internal_value=0 -3.92762e-05 6.48423e-06 4.90446e-05 2.06593e-06 6.85856e-05 0.000122594 0.000203798 0.000338464 0.000196453 -0.000142494 0.00035238 0.000171581 -0.000113408
internal_weight=0 0.0182608 0.0170327 0.0159789 0.0148988 0.0138954 0.012692 0.0111405 0.00802125 0.00639607 0.00311928 0.00496183 0.00352261 0.00220418
internal_count=3121 3067 2594 2508 2312 2068 1717 1596 1374 1167 222 868 699 549
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=18
num_cat=0
split_feature=124 133 14 133 160 160 42 15 12 12 475 48 48 1 1 16 0
split_gain=0.000314427 0.000286036 0.000221327 0.000209035 0.000228057 0.00027198 0.000215685 0.000253738 0.000266523 0.000232903 0.00019173 0.000267498 0.000317452 0.0002162 8.50753e-05 6.80156e-05 0.000151444
threshold=0.10281000000000001 0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.10151499999999998 -0.081969999999999987 0.088060000000000013 0.083195000000000005 -0.015429999999999998 0.092355000000000007 -1.0000000180025095e-35 0.085845000000000019 0.094275000000000012 0.077565000000000009 0.11039500000000001 -0.056919999999999991 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -8 -10 13 -13 -12 -14 16 -15
right_child=-2 -3 -4 -5 5 6 9 -9 10 -11 11 12 14 15 -16 -17 -18
leaf_value=-0.00070608873194555506 0.00087305008186649167 -0.00092964064663902555 -0.00073286314849184029 0.0005994058372040703 0.00082846956091455479 -0.00070698529675508473 0.00084394315179365468 -0.00090367592711132396 -0.0006206115026021142 -7.9397868933283195e-05 -0.00022598066946549701 -0.00089213979881692289 0.00053131574985679957 0.00036043643485733932 -0.00014460021479073245 0.00030628012265252022 0.0012638293289309566
leaf_weight=0.0012817703683075934 0.0010601603462554723 0.001010757480852646 0.0011367983182648525 0.0016336709477720061 0.0011051058065450281 0.0015059986939035029 0.001458170581240926 0.0011026391687804652 0.001029403945787045 0.0016096327047956382 0.0010571216881144442 0.0012040708685796542 0.0010236191599214406 0.0010105313247068528 0.0010632312414466938 0.0010728408000610931 0.0010699805822369512
leaf_count=254 39 431 87 560 113 142 217 474 130 191 121 68 46 46 44 99 59
internal_value=0 -6.17458e-05 -1.6445e-05 2.82353e-05 -2.79958e-05 2.87662e-05 -3.34384e-05 -0.000141648 -5.79319e-05 0.000359479 5.66498e-05 0.000149589 -0.000207868 0.000428979 0.000186943 0.000648546 0.00082504
internal_weight=0 0.0203753 0.0193646 0.0182278 0.0165941 0.0153123 0.0142072 0.0111394 0.0100368 0.0030678 0.0085308 0.0075014 0.00329092 0.00421047 0.00208685 0.00315335 0.00208051
internal_count=3121 3082 2651 2564 2004 1750 1637 1229 755 408 613 483 158 325 90 204 105
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=12
num_cat=0
split_feature=1 0 0 133 3 12 12 3 0 151 12
split_gain=5.36937e-05 7.5825e-05 0.000109095 0.000101099 7.42457e-05 0.000190594 9.47532e-05 8.8599e-05 0.000106593 4.39641e-05 1.29423e-05
threshold=0.094385000000000011 -0.060129999999999996 -0.11437499999999999 1.0000000180025095e-35 0.083060000000000009 0.090995000000000006 0.10645 0.13524500000000003 -0.21861499999999998 -0.0038099999999999996 0.090345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 5 -2 -7 8 -6 -1 -3
right_child=4 3 -4 -5 7 6 -8 -9 -10 -11 -12
leaf_value=0.0010073520527595621 0.0038083511833159108 0.00097378901350278686 -0.0044006882935891528 -0.0018583679929084381 0.00031252534551788391 -0.002756391736026419 0.0011492289585184185 0.0015628879930314984 -0.0041599562778574586 -0.0018956898884199911 0.0025784904115110198
leaf_weight=0.0010401314261514472 0.0019080658236344042 0.0010242289263406867 0.0010744971687719398 0.0012563169277605285 0.0011365917502111911 0.0010234613320275199 0.0016254134842614704 0.0012416934868769436 0.0010242675082003938 0.0010699458389907277 0.0010084508696183159
leaf_count=55 327 84 1718 93 69 215 111 171 50 157 71
internal_value=0 -0.000686803 -0.00179271 0.000383997 0.00054632 0.00138547 -0.000359809 -0.000577527 -0.00180747 -0.000464678 0.00176991
internal_weight=0 0.00647357 0.00318457 0.003289 0.00795949 0.00455694 0.00264887 0.00340255 0.00216086 0.00211008 0.00203268
internal_count=3121 2178 1930 248 943 653 326 290 119 212 155
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=11
num_cat=0
split_feature=4 160 52 4 15 49 15 0 13 3
split_gain=4.72803e-05 7.39379e-05 0.000112356 0.000128143 0.000157214 0.000142789 0.00019036 9.02976e-05 7.17556e-05 4.33248e-05
threshold=0.27287000000000006 -0.090969999999999981 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.047584999999999995 -0.10091499999999999 -0.060129999999999996 -0.083619999999999986 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -6 -2
right_child=9 2 -4 4 7 6 -8 -9 -10 -11
leaf_value=-0.0023815515222137774 -4.0968208745089747e-05 -0.0025172718359208258 0.0022119319828253258 0.0011167892958009499 0.0018769189301600924 -8.2926266280940262e-05 -0.004545950374762203 0.0029361895414820485 -0.001147073332351224 0.0019731865352812803
leaf_weight=0.0010044034400504354 0.0015017360033506844 0.0015587201624860407 0.0013188448586853594 0.0013608129194264129 0.0010002411420738612 0.0013846662034185317 0.0012259426931935683 0.0014344200738880203 0.0011450965802001518 0.0014077813148397787
leaf_count=412 83 190 204 174 329 212 456 85 707 269
internal_value=0 -0.000244126 -3.82687e-05 -0.000364031 8.04421e-05 -0.00104954 -0.00217876 0.00133405 0.000262831 0.000933588
internal_weight=0 0.0114331 0.0104287 0.0091099 0.00755118 0.00397142 0.00261061 0.00357976 0.00214534 0.00290952
internal_count=3121 2769 2357 2153 1963 842 668 1121 1036 352
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=16
num_cat=0
split_feature=14 148 11 43 4 3 2 151 3 43 43 14 160 2 16
split_gain=0.00016447 0.000150302 0.000167147 0.000153388 0.000230332 0.000172446 0.000262038 0.000142935 0.000149912 0.000230739 0.000223217 0.000143796 0.000194456 0.000213653 0.000173529
threshold=0.076175000000000007 -0.043434999999999994 0.088215000000000002 -0.45785999999999999 -0.49405499999999997 -0.10831999999999999 0.10276500000000001 1.0000000180025095e-35 -0.077774999999999983 -0.067199999999999996 -0.081779999999999978 -1.0000000180025095e-35 -0.023379999999999995 0.098035000000000011 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -7 10 -10 -11 -13 14 -14
right_child=-2 2 -4 4 5 7 -8 -9 9 11 -12 12 13 -15 -16
leaf_value=0.00052372984522157525 -0.00062688846994294342 0.00063090929312578268 -0.00063907625807301904 -0.00074141655000481248 -2.1649266002535336e-06 -0.00047192099596634935 0.0010592398757491611 -0.00056635298805964268 6.409058045164029e-05 -0.00054153788874834936 0.0010911434687427663 0.00069153722060651221 7.6798348408035663e-05 0.00034834025821884354 -0.00073662871301291219
leaf_weight=0.0014508074599079981 0.0010529551028634057 0.0010129747054789763 0.0010443009916958337 0.0010527171149488064 0.0015102196138387898 0.0014047656589797472 0.0010004973477575341 0.0012140972532006045 0.0011665115533842849 0.0012693481304675291 0.0010318095960708765 0.0010240594839974679 0.0012435990302363392 0.0017843185270700751 0.0014934630427528052
leaf_count=148 101 70 97 111 76 1297 57 136 147 92 202 139 81 203 164
internal_value=0 2.6482e-05 -1.53324e-05 2.48552e-05 -1.55463e-05 3.84842e-05 0.000420795 -4.40362e-05 1.68345e-05 9.3011e-05 0.000546151 -5.31632e-05 5.86254e-05 -8.47244e-05 -0.000367044
internal_weight=0 0.0187035 0.0172527 0.0162084 0.0151954 0.0141427 0.00251072 0.011632 0.0104179 0.00901311 0.00219832 0.00681479 0.00554544 0.00452138 0.00273706
internal_count=3121 3020 2872 2775 2705 2594 133 2461 2325 1028 349 679 587 448 245
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=10
num_cat=0
split_feature=43 12 42 3 43 16 49 15 16
split_gain=4.89549e-05 0.000127466 8.69307e-05 0.000124226 0.000120411 0.000191214 0.000115072 0.000112358 8.59706e-05
threshold=-0.052894999999999991 0.051320000000000005 0.075730000000000006 -0.116045 0.12266000000000001 0.033715000000000009 -0.069799999999999987 -0.095869999999999983 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 -8 -3
right_child=2 8 -4 4 -6 -7 7 -9 -10
leaf_value=0.0023107619610438948 0.0019173030455566706 0.0012055801349574139 -0.0024250085842016274 -0.0026139273115799353 0.0020293976621294789 -0.0038302955286557859 -0.00084134470629615822 0.0023007776235646734 -0.0016066201061180443
leaf_weight=0.0019342091041802114 0.0017215209025656679 0.0012944035564452644 0.0012044139311741227 0.0010132127830884147 0.0010161013566264525 0.0012950695759393407 0.0017056470677066313 0.0014180769678154058 0.0017257081059745653
leaf_count=288 146 270 608 76 179 145 174 358 877
internal_value=0 0.000657496 -0.000356227 -5.12349e-05 -0.000576797 -0.00106431 -0.000198413 0.000585085 -0.000401326
internal_weight=0 0.00495432 0.00937404 0.00816963 0.00644811 0.00543201 0.00413694 0.00312372 0.00302011
internal_count=3121 1435 1686 1078 932 753 608 532 1147
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=15
num_cat=0
split_feature=133 3 50 48 2 52 12 3 160 42 16 15 0 0
split_gain=0.000357207 0.000387403 0.000305799 0.000236214 0.000279091 0.000182422 0.000195323 0.000237101 0.000248903 0.000182425 0.000177156 0.000134008 0.00023234 0.000227791
threshold=0.10622000000000002 0.16158000000000003 0.083640000000000006 0.11951500000000001 0.11548000000000001 0.11434500000000002 -0.029094999999999999 0.10299500000000002 0.086075000000000013 0.09832500000000001 0.15891500000000003 0.035560000000000008 -0.10607499999999999 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 12 -8 -14
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00043388087606251798 -0.00086667975018460722 0.00072443236243860832 -0.00066607157298432455 -0.00065084978240944192 0.00068138362170907802 -0.00054052101326677654 0.00068725090725790545 0.00064429075956817133 -0.00050334122114107803 0.00072023707288761259 -0.00052568570196233604 -0.00030060895318876799 -0.00057350268905838233 0.00033982530706625294
leaf_weight=0.0015981411494936865 0.0010739889374621362 0.0016926172597022662 0.0016021363954185725 0.0011027363321556285 0.001568774160424836 0.0012702342715614915 0.0018682065917414725 0.0017542628647473366 0.0016196415063109773 0.0011049426309426291 0.0010212904875553375 0.0011555731902613935 0.0010178519757511259 0.001635479352254169
leaf_count=194 435 149 458 58 229 193 78 59 183 49 223 450 314 49
internal_value=0 3.06234e-05 -3.34814e-05 2.71448e-05 7.50269e-05 7.30207e-06 6.17711e-05 0.00013264 3.73871e-05 0.000149619 5.54923e-05 0.000160044 0.000277773 -1.0539e-05
internal_weight=0 0.0200119 0.0183193 0.0167171 0.0156144 0.0140456 0.0127754 0.0111772 0.00942299 0.00780334 0.0066984 0.00567711 0.00452154 0.00265333
internal_count=3121 2686 2537 2079 2021 1792 1599 1405 1346 1163 1114 891 441 363
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=18
num_cat=0
split_feature=14 43 43 1 4 13 3 4 47 52 0 12 16 151 16 52 16
split_gain=0.000242106 0.000191738 0.000205017 0.000184745 0.000303933 0.000234232 0.00024256 0.000192402 0.000298432 0.000380482 0.000352662 0.000180456 0.000152624 0.000118101 7.68015e-05 0.000239356 6.38181e-05
threshold=0.076175000000000007 0.24789500000000006 0.12266000000000001 0.077565000000000009 -0.029144999999999997 -0.091054999999999983 -0.10519499999999998 -0.0096849999999999974 0.092530000000000015 -0.066844999999999988 -0.062294999999999996 0.084290000000000018 -0.072359999999999994 -0.0064299999999999991 0.064860000000000015 0.095415000000000014 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 11 16 -8 9 13 -10 -5 -11 -9 -1 -16 -7
right_child=-2 -3 -4 5 -6 6 7 8 10 12 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00034181642714618593 -0.00076054410078960544 -0.00065943817744061248 0.00083494423491675739 0.0011163612523429468 -0.001016521089797292 0.0008570420134207475 -0.00056864171564653275 0.00013487551760939779 -0.0011536495295595606 0.00030921479721692066 0.00024472629813528937 0.00016952070039212178 0.0011190353058305555 -0.00068478435606632803 -0.00078096910731347805 0.00039223572090286291 0.00026599765022284743
leaf_weight=0.0012680222343395102 0.0011152898323039109 0.001031320144474864 0.0010351209821349563 0.0011744084715780137 0.0011213620578236416 0.0010772064738318043 0.0018357611627573562 0.0010499718003978975 0.0010936681033718604 0.0013721461728937664 0.0010115163880186628 0.0011716376906291126 0.0013406772351173563 0.0010000544868161709 0.0010124417863293586 0.0010143740432214526 0.0010523075403217072
leaf_count=664 101 180 70 140 666 64 473 48 112 145 24 82 63 54 89 26 120
internal_value=0 5.70136e-05 9.66736e-05 5.32422e-05 -0.000248917 0.000154491 4.85922e-05 -7.77487e-05 5.34624e-05 0.000290025 -0.000481746 0.0006435 0.000709428 -0.000264975 1.2328e-05 -0.000193807 0.000564975
internal_weight=0 0.019662 0.0186307 0.0175956 0.0044162 0.0131794 0.0108333 0.0087038 0.00686803 0.00476285 0.00210518 0.00234605 0.00271282 0.00205003 0.00329484 0.00202682 0.00212951
internal_count=3121 3020 2840 2770 1445 1325 1103 919 446 310 136 222 208 102 779 115 184
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=12
num_cat=0
split_feature=484 4 11 43 42 3 0 43 15 3 16
split_gain=5.33889e-05 7.34497e-05 8.09434e-05 8.56028e-05 0.000111586 0.000163814 9.58353e-05 0.000151646 0.000173477 0.000157767 8.69412e-05
threshold=-0.0068949999999999992 0.42051500000000003 0.078340000000000007 -0.052894999999999991 -0.092814999999999981 -0.075944999999999985 -0.23091999999999999 0.05259500000000001 -0.094549999999999981 0.10732000000000001 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -8 -10 -9
right_child=1 -3 -4 6 5 -7 7 10 9 -11 -12
leaf_value=-0.001916704064310337 -0.0012735603443549961 0.0023725076805015842 -0.0022964926133280956 0.0020676424309739373 0.00047328123180870037 0.0046088547305670868 0.00014560257545657632 -0.00052670264380297186 -0.0058015792269022221 -0.0011553669768489131 0.0028314712803425195
leaf_weight=0.0010019043656987652 0.0010288830001532728 0.0010015970604852461 0.0010728198600005187 0.0010099612777860782 0.0019141888495906589 0.0011170450704896823 0.001837545754640145 0.0012681949499427497 0.0010607718298742174 0.0010926628753003542 0.0010280274053546673
leaf_count=503 146 216 158 59 576 251 138 273 642 94 65
internal_value=0 0.000136882 -4.3261e-05 0.000169581 0.00116842 0.00199729 -0.000386166 -0.00078034 -0.0017913 -0.00344407 0.000976764
internal_weight=0 0.0134317 0.0124301 0.0113573 0.00406012 0.00303123 0.00729716 0.0062872 0.00399098 0.00215343 0.00229622
internal_count=3121 2618 2402 2244 973 827 1271 1212 874 736 338
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=11
num_cat=0
split_feature=49 15 49 42 14 0 1 52 12 3
split_gain=5.38269e-05 0.000138394 0.000135339 0.000139251 6.8632e-05 0.000116295 0.000133667 0.000120687 0.000112653 8.87518e-05
threshold=-0.043469999999999995 -0.036009999999999993 -0.0020949999999999996 0.091465000000000005 -0.10708499999999999 -0.10151999999999999 0.094465000000000007 0.083680000000000018 0.051320000000000005 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 8 -7 -9
right_child=2 -3 3 -5 5 7 -8 9 -10 -11
leaf_value=0.0028453957350090073 -0.003801309170374943 -0.0010645498603164122 -0.0019059369372173961 -0.0027264668755173915 -0.00021488308609833909 0.00039843242708117554 0.0042503805923426253 0.0029922477137831601 -0.0041550481112460408 -0.00084128186040182166
leaf_weight=0.0019136062030555429 0.0010030027827189316 0.0016281989895074169 0.0010043323079356606 0.0015334492611440058 0.0010882010355189346 0.0010721997495475935 0.0016232204196680033 0.0013988722547491617 0.0010401892906251112 0.0010110169481247766
leaf_count=243 215 182 97 611 150 147 126 587 724 39
internal_value=0 0.00104796 -0.000352867 1.10123e-06 0.000508818 0.000844084 0.00245829 -0.000123746 -0.00184381 0.00138397
internal_weight=0 0.00354181 0.0107745 0.00977148 0.00823803 0.0072337 0.00271142 0.00452228 0.00211239 0.00240989
internal_count=3121 425 2696 2481 1870 1773 276 1497 871 626
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=16
num_cat=0
split_feature=124 4 14 157 160 42 43 3 1 151 16 0 0 15 12
split_gain=0.000266006 0.000224172 0.000198279 0.00022827 0.000248473 0.00030856 0.000268677 0.000203581 0.000176923 0.000134562 0.000245037 0.000278514 0.000104473 9.52905e-05 2.33878e-05
threshold=0.091025000000000009 -0.49405499999999997 0.076175000000000007 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.116045 0.077565000000000009 -0.0083949999999999979 -0.056919999999999991 -0.18113999999999997 -0.067094999999999988 -0.069954999999999989 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 13 -6 12 14 -9 -10 11 -11 -7 -5 -8
right_child=-2 2 -4 4 5 6 7 8 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00066330436898763545 0.00080686416800714673 0.00061450877638597335 -0.00065689049523586418 -0.00084874288874917645 -0.00061854189231296171 0.00036081040373722679 0.00029939469108452611 -0.00067383790192987827 -0.00041066829698199004 -6.0891237841297598e-05 -0.00049476428665168066 0.00099526707906247313 0.0010316932555428941 -0.00016479821853384886 0.00064622711500489415
leaf_weight=0.0014012038566910681 0.0010002157075847664 0.0016682861464938732 0.0010923099669652983 0.0011079268318586535 0.0014626781538502444 0.0014905190476258573 0.0010083220827681308 0.0011904881787696909 0.0013787014019555092 0.0013572379341795218 0.0010025121523166685 0.0012328175114124582 0.0010058633722320161 0.0010053145670655449 0.0010038688142550711
leaf_count=153 57 357 101 292 669 258 29 332 86 43 85 191 90 324 54
internal_value=0 -4.48948e-05 6.05632e-06 5.15583e-05 -1.43651e-05 7.42907e-05 0.000169263 2.82067e-05 -0.000116858 1.65235e-05 0.000180465 0.00044182 0.000631128 -0.000523376 0.000472427
internal_weight=0 0.0184081 0.0170068 0.0159145 0.0142463 0.012133 0.0106703 0.00817395 0.00616176 0.00497127 0.00359257 0.00259006 0.00249638 0.00211324 0.00201219
internal_count=3121 3064 2911 2810 2453 1837 1168 820 737 405 319 234 348 616 83
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=14
num_cat=0
split_feature=14 157 124 42 160 133 3 43 0 15 15 0 2
split_gain=0.00016745 0.000137753 0.00015714 0.000227493 0.000230056 0.000248941 0.000254908 0.000180807 0.000189169 0.000178903 0.000111193 0.000276473 9.68719e-05
threshold=0.076175000000000007 -0.073574999999999988 0.08919500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095000000000000015 -0.074084999999999998 0.084740000000000024 -0.062294999999999996 -0.049819999999999996 -0.074054999999999996 -0.18901999999999997 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 8 -6 -5 11 -8 -12
right_child=-2 2 -4 4 5 -7 10 -9 -10 -11 12 -13 -14
leaf_value=0.00050396483481335449 -0.00067760943151668124 -0.00063498068046169583 0.00064874379353446136 -0.0010019479807221424 0.00034901867916594206 -0.00067501732488458482 -0.00029271222995370922 -4.1871317214486388e-05 0.0011984700100622211 1.5762033402328286e-05 2.1068922223266254e-05 0.00072202876110962269 -0.0006916015622880292
leaf_weight=0.0017372710395140529 0.0010490379466996371 0.0018153739407358706 0.0010213324759682915 0.001076385810310599 0.0017392202190425849 0.001073652308941059 0.0018028297022247841 0.0012577691538794289 0.0014635209358164758 0.0010196842293724038 0.0011642524968850151 0.0014839319212021388 0.0011486514928034097
leaf_count=398 101 764 60 281 370 243 59 51 104 276 115 215 84
internal_value=0 3.8218e-05 -1.21429e-05 -5.70065e-05 2.23017e-05 0.000121922 0.000206974 0.000517506 0.000737183 -0.000506858 -4.03861e-05 0.000165431 -0.000332863
internal_weight=0 0.0178039 0.0160666 0.0150453 0.0132299 0.0111338 0.0100602 0.00446051 0.00320274 0.00209607 0.00559967 0.00328676 0.0023129
internal_count=3121 3020 2622 2562 1798 1241 998 525 474 557 473 274 199
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=16
num_cat=0
split_feature=133 133 14 132 42 16 43 3 457 160 43 3 16 2 1
split_gain=0.000286691 0.000265463 0.00023327 0.0002074 0.000248836 0.000453347 0.000207787 0.000288109 0.00025683 0.000205866 0.000205147 0.000292103 0.000237185 0.000289815 0.000266556
threshold=0.10622000000000002 0.091580000000000009 0.076175000000000007 0.081240000000000021 -1.0000000180025095e-35 0.25792000000000009 0.084740000000000024 -0.13309499999999996 -0.0029299999999999994 -0.079874999999999988 -0.070064999999999975 -0.077774999999999983 0.033715000000000009 0.11263500000000001 0.094465000000000007
decision_type=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 11 -11 13 14 -12
right_child=-2 -3 -4 -5 6 -7 -8 8 9 10 12 -13 -14 -15 -16
leaf_value=-0.0011170008869525159 -0.00078740012186306234 0.00078844716269174165 -0.0006714456549425518 0.00063982772918771394 0.00067376931372476617 0.00024256200586582368 -0.00040829900277329672 -0.00063141478291220139 -0.00033545639868349326 6.0895179706668931e-05 9.0605030493502692e-05 0.0011571834379685419 -0.00059698886231654262 -0.0003593107292771126 0.00099637917495446707
leaf_weight=0.0012039016232795888 0.0010429077814349255 0.0010012776551709323 0.0011584177969778944 0.0011971770009011331 0.001901381313472947 0.0010593029293199437 0.0018947910900780083 0.0011867343030724795 0.0018637379488854831 0.0011089979373036934 0.0017411751759685255 0.0011246947867219869 0.0010063998327842043 0.0013752792652363399 0.0013066073534657718
leaf_count=539 435 160 86 198 143 68 111 193 324 175 258 156 109 103 63
internal_value=0 2.76418e-05 -1.21822e-05 3.03161e-05 -1.3188e-05 -0.000480651 5.97259e-05 0.000130024 3.35237e-05 0.000116353 0.000226236 0.000612891 6.71657e-05 0.000218284 0.000478917
internal_weight=0 0.0201299 0.0191286 0.0179702 0.016773 0.0022632 0.0145098 0.012615 0.0107136 0.00952689 0.00766315 0.00223369 0.00542946 0.00442306 0.00304778
internal_count=3121 2686 2526 2440 2242 607 1635 1524 1381 1188 864 331 533 424 321
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=10
num_cat=0
split_feature=1 52 15 3 2 12 15 2 15
split_gain=5.4351e-05 0.000141868 0.000119205 0.000101917 9.88386e-05 0.000110471 0.000102902 9.11644e-05 5.90977e-05
threshold=0.11230000000000001 0.11434500000000002 -0.016799999999999995 0.10542000000000001 0.096015000000000017 0.084100000000000022 -0.008624999999999999 0.10097500000000002 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 -6 -9
right_child=2 -3 -4 -5 7 -7 -8 8 -10
leaf_value=-0.00097388318685955066 0.0010517850995366302 -0.002701717186662944 0.0027243552799062899 -0.0015079319329848869 0.0027492545575377352 -0.0023108218511268225 0.0017324711704572221 0.0013478885885554268 -0.00071792598778240959
leaf_weight=0.0019442227432650283 0.0019887297786657142 0.0011726481720366966 0.0011263661503574385 0.0014377905741219665 0.0010183693597711693 0.0015486338193197472 0.0012308950154335816 0.0013523794699845208 0.0016485324649081479
leaf_count=237 260 401 71 154 125 1232 173 276 192
internal_value=0 -0.000309474 0.00065722 -2.22891e-05 1.13824e-05 -0.000706975 7.52867e-05 0.000855648 0.000213046
internal_weight=0 0.00991568 0.00455289 0.00342652 0.00874303 0.00472375 0.00317512 0.00401928 0.00300091
internal_count=3121 2636 485 414 2235 1642 410 593 468
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=16
num_cat=0
split_feature=133 14 1374 150 133 157 0 1 16 0 15 43 42 4 43
split_gain=0.000287864 0.00029129 0.000301437 0.000249351 0.000325345 0.000268631 0.000244039 0.00042901 0.000388499 0.000397968 0.000235976 0.000157131 0.000396009 0.000149422 0.000125539
threshold=0.10622000000000002 0.076175000000000007 -0.08070999999999999 0.094365000000000018 0.083950000000000011 -0.076494999999999994 -0.060129999999999996 0.089875000000000024 -0.056919999999999991 -0.20211999999999997 -0.049819999999999996 -0.074359999999999996 -1.0000000180025095e-35 -0.27825499999999997 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 -9 -5 12 -8 -13 -11
right_child=-2 -3 3 10 -6 6 11 8 -10 14 -12 13 -14 -15 -16
leaf_value=-0.00076969293763472278 -0.00082350004391638064 -0.00076198461571685917 0.00054993980272562322 0.0012021044007656319 0.00070047822959680981 -0.0010703327646692986 -0.00025810315810947026 -0.00069532649948620729 -0.00083679673913603352 6.0384721712696783e-05 0.00015462062827536148 -0.00050146721166049654 0.0010916104185534376 0.00028556248781692634 0.00068156489389443044
leaf_weight=0.001038544883121161 0.001088487649795313 0.0011459836801763759 0.0017908398810887157 0.0010052223785592673 0.0017671821378605615 0.0014913929236043972 0.001036820486834511 0.0011463811969711912 0.0014311975596840165 0.0015366364914972952 0.0012464319103127055 0.0012578428424085963 0.0012292947645569444 0.0012388976224049098 0.0018615565226028641
leaf_count=53 435 87 203 58 496 885 32 45 203 77 143 126 54 100 124
internal_value=0 2.56679e-05 7.29803e-05 0.000121493 5.00753e-05 -3.19012e-05 -0.0001171 -0.000298568 -0.000105956 0.000124203 0.000622256 0.000167404 0.000474073 -0.000110938 0.000400672
internal_weight=0 0.0202242 0.0190782 0.0180397 0.015788 0.0140209 0.01223 0.00746716 0.00597577 0.00454457 0.00225165 0.00476286 0.00226612 0.00249674 0.00339819
internal_count=3121 2686 2599 2546 2345 1849 1646 1334 449 246 201 312 86 226 201
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=11
num_cat=0
split_feature=43 3 42 1 151 4 52 4 1 4
split_gain=5.02396e-05 0.000114263 8.84078e-05 0.000105017 0.000102321 0.000141558 7.84986e-05 7.28697e-05 0.000144149 0.000126539
threshold=0.16180500000000003 0.16158000000000003 0.097315000000000026 0.13021500000000003 -0.084764999999999993 0.36766000000000004 -0.088204999999999992 -0.0029599999999999995 0.094385000000000011 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 9 -9 -8
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.0024519358600991886 -0.0020677005481655594 0.0031772495423639966 0.0022190381794701093 -0.0027503798022611103 -0.0023811825399650756 0.0032404264340341171 -0.0014042188958913449 -0.0036032462768258396 0.0010455798307832901 0.0027951935211418446
leaf_weight=0.0013819295667585078 0.0010279485929987455 0.0010711579492845577 0.0013527356038045947 0.0015280582220967088 0.0012355230569027565 0.0013579363323796001 0.0010235888880908463 0.0010629368319400442 0.0015051965108572318 0.0019412775675351577
leaf_count=279 218 147 390 83 453 104 64 296 99 988
internal_value=0 0.000148951 -0.000112873 -0.000398695 -2.0764e-05 0.000392664 -0.000178669 0.000313154 -0.000878545 0.00134539
internal_weight=0 0.0134603 0.0123892 0.0110364 0.00950839 0.00812646 0.00676852 0.005533 0.00256813 0.00296487
internal_count=3121 2903 2756 2366 2283 2004 1900 1447 395 1052
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=12
num_cat=0
split_feature=49 12 3 49 42 14 0 16 52 12 3
split_gain=4.92942e-05 0.000127274 0.000120481 0.000107879 0.000130491 6.63014e-05 9.19611e-05 0.000131645 0.000103227 8.93067e-05 7.08468e-05
threshold=-0.043469999999999995 0.085635000000000003 0.090900000000000009 -0.0020949999999999996 0.091465000000000005 -0.10708499999999999 -0.10151999999999999 -0.27167499999999994 0.083680000000000018 0.051320000000000005 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 -7 9 -8 -10
right_child=3 -3 -4 4 -6 6 8 -9 10 -11 -12
leaf_value=-0.0021641893234504465 -0.002974558838388792 0.0030806027981142214 0.0017456644578244728 -0.0016431270026606058 -0.0023093074983783707 -0.0003807182486477988 0.0002829902299527682 0.0034871323100440451 0.0026480575084347297 -0.0032404335418143816 -0.00028814077275403333
leaf_weight=0.0012289038093711421 0.0010041322457572223 0.0012461116296948183 0.0010999784574158289 0.0010187470536554008 0.0015463939751214654 0.0010765301049358855 0.001087521009366074 0.0016283279071962501 0.0011939752123019225 0.0010330749554225719 0.0012273270022330474
leaf_count=192 215 139 94 97 611 126 147 150 580 724 46
internal_value=0 0.000866963 -0.000317486 -0.000295425 -2.12467e-05 0.000406827 0.000695009 0.00194773 -5.10317e-05 -0.00143349 0.00115974
internal_weight=0 0.00357499 0.00232888 0.010816 0.0098119 0.0082655 0.00724676 0.00270486 0.0045419 0.0021206 0.0024213
internal_count=3121 425 286 2696 2481 1870 1773 276 1497 871 626
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=16
num_cat=0
split_feature=14 38 124 124 147 159 3 0 2 3 16 15 48 43 1
split_gain=0.000209634 0.000188664 0.000227504 0.000207621 0.000221509 0.000293672 0.000200626 0.000446207 0.000315901 0.000262399 0.000348434 0.000259068 0.000216299 8.96828e-05 0.000115151
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 0.089025000000000007 -0.032739999999999991 -0.12018999999999998 -0.053834999999999994 0.097845000000000015 0.13524500000000003 -0.29154999999999992 -1.0000000180025095e-35 0.085700000000000012 -0.074359999999999996 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 9 -9 10 -8 -7 13 -12 -15
right_child=-2 -3 3 -5 -6 6 7 8 -10 -11 12 -13 -14 14 -16
leaf_value=0.00083547513368437978 -0.00077289148714289346 -0.00072109040741623884 -0.0010308704286679171 0.00081864873339295818 0.00078627026449241814 0.00090303344722523376 -0.0010497286697331895 -0.0016093070758216202 -0.00023469213014297053 0.00087737905090805128 0.00066845385254125391 -8.4518141030253183e-05 -0.00045558509569410021 0.00049708121865159154 -0.00034203233842415522
leaf_weight=0.0012227347634058824 0.0011095035781074616 0.0010158282508829766 0.0010037848089096734 0.0010145793640824732 0.0010233917286264224 0.0015712962479699222 0.0010191948125944763 0.0010122550023841164 0.0011976562037065708 0.0011044593060320351 0.0015968718743097137 0.001957691986740783 0.0015817024204825558 0.0011396539606479987 0.0010142223633690106
leaf_count=223 101 62 390 68 97 91 104 91 134 81 482 136 228 719 114
internal_value=0 3.78066e-05 8.19607e-05 2.52161e-05 -2.76673e-05 -8.63326e-05 -1.44787e-05 -0.000149443 -0.000864338 6.24442e-05 -7.92612e-05 0.000355193 0.000106225 0.000343142 0.000101957
internal_weight=0 0.0184753 0.0174595 0.0162368 0.0152222 0.0141988 0.013195 0.00966602 0.00220991 0.0074561 0.00635165 0.00352899 0.00533245 0.00375075 0.00215388
internal_count=3121 3020 2958 2735 2667 2570 2180 1953 225 1728 1647 227 1543 1315 833
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=11
num_cat=0
split_feature=1 0 150 42 3 0 3 12 2 16
split_gain=5.28084e-05 0.000103749 7.53185e-05 0.000123726 0.000112413 8.34381e-05 8.59829e-05 9.13508e-05 7.33433e-05 8.18672e-05
threshold=0.12500000000000003 -0.053834999999999994 0.081835000000000019 0.091465000000000005 0.090900000000000009 -0.08824499999999999 0.048265000000000009 0.084100000000000022 0.10005000000000001 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 8 7 -7 9 -1
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0034415405310572428 0.002585409169654899 -0.00041553576200072226 -0.00028736834734045894 -0.0027936293166228635 0.0028929288654229251 0.0027998063074726387 -0.0012629855855612903 6.6552859851502251e-05 0.00026686422882036653 -0.00047295294449398103
leaf_weight=0.0010650165849529734 0.0012318001689085199 0.0014642035227886672 0.0017839734591822863 0.0012498098396388525 0.0010112745428536574 0.001245137507015659 0.0010980653559959919 0.0016524394170637476 0.0014750799039936601 0.0010932230503897045
leaf_count=294 163 116 296 546 72 174 88 1028 146 198
internal_value=0 0.000955592 -0.000227688 -0.000571129 0.000863211 -0.000207029 0.000552922 0.00124108 -0.00104276 -0.00193785
internal_weight=0 0.002696 0.011674 0.00887877 0.00279525 0.00762896 0.00399564 0.00289758 0.00363332 0.00215824
internal_count=3121 279 2842 2474 368 1928 1290 1202 638 492
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=11
num_cat=0
split_feature=48 48 51 1 13 151 4 13 0 12
split_gain=5.32389e-05 0.000122059 0.000131924 0.000103634 0.000109042 0.00010517 8.53677e-05 0.000106016 6.10409e-05 5.87852e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.0061450000000000003 -0.016164999999999995 -0.0029599999999999995 0.0076650000000000008 -0.11756999999999999 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 9 -8 -7
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11
leaf_value=0.0017858578067107796 -0.0020433329722521448 0.0026345364885880609 -0.0030724081163588973 0.0036494204252976096 -3.1609623678928355e-05 0.0026485003322982365 -0.0041914875191640753 -0.002301237411045863 -0.0010296284981635363 -0.00030767467979596493
leaf_weight=0.0015467247102619814 0.0010660001767275615 0.0015737641851237315 0.0012597818300020937 0.0013604846916909219 0.0015405313205294757 0.0011197563215103483 0.0010024232326639737 0.0012961310425973482 0.0012095508589005446 0.0013108819988661112
leaf_count=347 90 263 286 253 70 186 109 245 355 917
internal_value=0 0.000157844 -0.000176832 0.000174373 0.00169468 -0.000414825 -0.000987985 -0.000112794 -0.00246252 0.00105419
internal_weight=0 0.01322 0.0116463 0.0103865 0.00290102 0.00748547 0.00593874 0.00372677 0.00221197 0.00243064
internal_count=3121 3031 2768 2482 323 2159 1812 1348 464 1103
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=17
num_cat=0
split_feature=14 38 124 124 3 0 13 41 0 47 1 52 3 16 4 3
split_gain=0.000181956 0.000192798 0.000263597 0.000218251 0.000244854 0.000422996 0.00027621 0.000187608 0.00027918 0.000158654 0.000148925 0.000181825 0.000138772 0.000122148 8.35603e-05 5.49779e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 -0.12018999999999998 -0.053834999999999994 -0.089109999999999981 0.075585000000000013 0.11070500000000001 0.092530000000000015 0.094465000000000007 -0.067494999999999986 0.090900000000000009 -0.23935499999999996 -0.0083799999999999986 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 9 -7 8 -4 10 12 -12 14 -13 -6 -11
right_child=-2 -3 3 -5 5 6 -8 -9 -10 15 11 13 -14 -15 -16 -17
leaf_value=0.00078262133911867243 -0.00065746626267188695 -0.00065409602750715753 0.00098012970852297222 0.00072392033054527731 -2.5182426501951893e-05 -0.00022518815073389677 -0.0013498253578928942 -0.00018761503585752279 -8.9656503143066663e-05 -0.00012921862741745209 -0.00017762912253242429 0.00027788385840019525 0.00031527252057799408 0.0010438309347268672 -0.00066280738055532788 -0.00066081942231609604
leaf_weight=0.0012369778739002813 0.0010638343037471234 0.0010150329086606727 0.0015805721720396583 0.0010401953991220963 0.0010001105119175936 0.0011404045496044013 0.0011199004734761776 0.0013337667692852051 0.0010507783572997198 0.0010044738300346995 0.0010634948779459918 0.0011568307098428765 0.0012230013182943367 0.001008173931752121 0.0011355705325103056 0.0010089498583969458
leaf_count=223 101 62 108 68 1122 42 213 71 87 176 61 89 39 113 493 53
internal_value=0 2.70192e-05 6.74417e-05 1.16842e-05 -3.82864e-05 -0.000163187 -0.000782406 0.00030383 0.000552932 -4.5129e-07 0.000120332 0.000367019 -0.000116793 0.000634561 -0.000364216 -0.00039561
internal_weight=0 0.0181182 0.0171032 0.0158662 0.014826 0.0108609 0.00226031 0.00396512 0.00263135 0.00860061 0.00658718 0.0032285 0.00335868 0.002165 0.00213568 0.00201342
internal_count=3121 3020 2958 2735 2667 2401 255 266 195 2146 1917 263 1654 202 1615 229
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=17
num_cat=0
split_feature=124 133 38 3 48 50 3 15 159 47 3 150 49 12 0 15
split_gain=0.000280711 0.000241913 0.000232404 0.000386421 0.000283756 0.000305984 0.000300959 0.000451524 0.000275857 0.000193065 0.000364614 0.000442038 0.0003484 0.000286136 0.000223197 0.000236956
threshold=0.10281000000000001 0.10622000000000002 1.0000000180025095e-35 0.16158000000000003 0.12649500000000002 0.083640000000000006 -0.13927999999999999 -0.015744999999999999 0.091530000000000014 0.092530000000000015 0.10732000000000001 0.088380000000000014 -0.069799999999999987 0.092355000000000007 -0.078904999999999989 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 11 13 -13 14 15 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0011353193254949282 0.00079627195636869038 -0.00077912277387946099 -0.00077151780745369136 0.00090348304267923423 -0.00075065321657798124 -0.00070888105562568263 0.00073557095790442251 -8.7282609234492332e-05 -0.00076066340965294911 -0.00041195006277473323 0.00092913975988382171 -0.001276146227034458 -2.2116869049552603e-05 -0.00048822630301819389 0.00098693687550943025 -0.00016434937040408945
leaf_weight=0.001670532235713118 0.0011238098935496812 0.0011436380306531239 0.0010117033072259965 0.0012887600686651282 0.0013474068347445458 0.0013852132467954996 0.0013457037691409109 0.0015843286405527951 0.0012199975519070058 0.0019424582465480929 0.0013997197151294225 0.0010497656788258647 0.0013808218274240502 0.0010855157324580287 0.0014297131824945897 0.001899167761717762
leaf_count=80 39 431 60 132 65 437 120 148 210 152 55 74 92 269 153 604
internal_value=0 -4.42365e-05 -4.29294e-06 3.44609e-05 -2.53012e-05 3.08909e-05 9.49063e-05 0.000540208 -1.87463e-05 5.9737e-05 0.000155273 2.3026e-05 -0.00056373 0.000270619 0.000446835 0.000208863
internal_weight=0 0.0221844 0.0210408 0.0200291 0.0187403 0.0173929 0.0160077 0.00325486 0.0127529 0.0115329 0.00959041 0.00819069 0.00243059 0.0057601 0.00467458 0.00324487
internal_count=3121 3082 2651 2591 2459 2394 1957 228 1729 1519 1367 1312 166 1146 877 724
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=17
num_cat=0
split_feature=124 42 43 16 3 15 14 48 2 42 4 16 16 1 2 2
split_gain=0.000317417 0.000189813 0.000190641 0.000394848 0.000293293 0.000249353 0.000139328 0.000213632 0.00047133 0.000237606 0.000158343 0.000254032 0.000186616 0.000142648 9.47174e-05 7.27492e-05
threshold=0.10195500000000002 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.075944999999999985 -0.042209999999999991 -0.10708499999999999 0.12879500000000002 0.11448000000000001 0.075730000000000006 0.0061450000000000003 -0.0073349999999999986 -0.5315899999999999 0.094465000000000007 0.086950000000000013 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 6 5 -3 -4 8 9 10 11 -8 -12 -14 -7 -1
right_child=-2 2 3 -5 -6 14 7 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.00078777008245429765 0.00089679500591336044 -0.000661843452868385 -0.00050870195002310225 -0.00095501377928899965 0.00095776696938540569 0.00067150208571457339 -0.0005244198140900208 -0.00064086909656584361 0.0010776158091419131 -0.0006923910274281021 -0.00018229820527138838 0.00048892644885596909 0.00023031440734140184 0.0010981680234751442 -3.0387183220669043e-05 -0.00018185209950310663
leaf_weight=0.0012460873119273059 0.0010209595400555984 0.0010210375309114561 0.0013390147788451276 0.0013684781702984995 0.0013209446092112736 0.0011458143469554594 0.0019044534193621843 0.0010645268705116182 0.0013124282727263216 0.0011993966739256914 0.0010942913049127867 0.0010890157216323429 0.0010504714771002455 0.0010714633801983675 0.0010158220595528483 0.0010005637150779026
leaf_count=574 42 344 84 206 234 111 80 56 147 591 37 72 29 47 196 271
internal_value=0 -6.07618e-05 -3.35516e-07 -0.000106746 0.00029486 1.97261e-05 -2.40234e-06 6.68741e-05 0.000153259 -1.04787e-05 0.000121232 -0.000155767 0.000379046 0.000668534 0.000341662 -0.00051792
internal_weight=0 0.0192438 0.0169972 0.0124935 0.00450362 0.00318267 0.0111251 0.00978605 0.00872152 0.00740909 0.0062097 0.00299347 0.00321623 0.00212193 0.00216164 0.00224665
internal_count=3121 3079 2234 1349 885 651 1143 1059 1003 856 265 152 113 76 307 845
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=17
num_cat=0
split_feature=124 42 133 133 43 160 14 160 1 13 0 3 47 47 4 0
split_gain=0.000329556 0.000245863 0.000288552 0.000224094 0.000218584 0.000227977 0.000143998 0.000299551 0.000196524 0.00030882 0.000306986 0.000278532 0.000237435 0.000224151 0.000432738 0.000161296
threshold=0.10195500000000002 -0.093284999999999993 0.10622000000000002 0.083950000000000011 -0.27207999999999993 -0.10151499999999998 0.077685000000000018 -0.081399999999999986 0.077565000000000009 -0.086134999999999975 0.051010000000000007 0.11924500000000002 1.0000000180025095e-35 0.092530000000000015 0.0061450000000000003 -0.085384999999999975
decision_type=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 -7 10 12 -9 13 -10 14 -11 -16
right_child=-2 2 -4 -5 5 6 -8 8 9 11 -12 -13 -14 -15 15 -17
leaf_value=-0.00082005351958186945 0.0009728781909631427 0.00070350835376624052 -0.00093770648573597668 0.00069584899629330035 -0.00087625844442534807 0.00094493253359201508 -0.00066392021037876879 -0.0011738539260683334 0.0011696121573079186 -0.00040913795016018654 0.00015733549016496722 -0.00076039474419717682 2.4999321602657508e-05 -0.00068759983492782707 0.0010347296267610643 0.00016400472387122691
leaf_weight=0.0012680371285552659 0.0010174514632319267 0.0012169189418855765 0.0010050117273955874 0.0015058625431023471 0.0010521516014675028 0.0010412684305106607 0.0010124966583939807 0.0011283733479474931 0.0012111531308454096 0.0019584616481645176 0.001059333814350083 0.0016469248024169048 0.0010824358164716608 0.0010195247718386979 0.0016501430130431705 0.0011308229394996379
leaf_count=267 42 41 401 531 240 107 50 561 172 335 29 56 56 102 58 73
internal_value=0 -6.32593e-05 -1.19988e-05 4.05161e-05 -2.03624e-05 -7.91156e-05 -1.89536e-05 3.15573e-05 -4.84507e-05 5.99964e-05 -0.000529264 -0.000116354 0.000629424 6.78259e-05 0.00023033 0.000680667
internal_weight=0 0.0199889 0.0187209 0.0177159 0.01621 0.0149931 0.0139409 0.0129284 0.0118872 0.00969947 0.00218771 0.00740588 0.00229359 0.00575895 0.00473943 0.00278097
internal_count=3121 3079 2812 2411 1880 1839 1599 1549 1442 852 590 624 228 568 466 131
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=16
num_cat=0
split_feature=14 38 124 124 3 0 13 457 41 0 3 2 1 16 4
split_gain=0.000224986 0.000189568 0.00029989 0.0001973 0.000261916 0.00040135 0.000309056 0.000196129 0.000169913 0.000220102 0.000146065 0.000264281 0.000205138 0.000111274 3.89007e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 -0.12018999999999998 -0.053834999999999994 -0.089109999999999981 -1.0000000180025095e-35 0.075585000000000013 0.11070500000000001 0.13524500000000003 0.11215000000000001 0.10089500000000001 -0.093244999999999981 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 9 -4 11 12 13 -9 -15
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0007910217157367337 -0.00067661895206898705 -0.00060243132006591415 0.00088132692591126041 0.00065935723418822628 -0.00061392601613257367 -0.00015842270930803648 -0.0012672006934613938 -0.00049927516659056305 -0.00013331747757792364 8.0668812661144014e-06 0.00056693045640150068 -0.00060201400289598391 0.00054362584037499599 -0.0001027737549764048 0.00030462632262323949
leaf_weight=0.0012332653881055268 0.0010859948720983717 0.0010178766069104386 0.0015928063517005571 0.0010243400408127537 0.0010537493541343543 0.0011577012424819344 0.0011525813118725891 0.0010136217837097682 0.0013899187029089433 0.001136107160276012 0.0012093620459413534 0.0013549301543787015 0.0019112903715409746 0.0010331149438391057 0.0011246952600923584
leaf_count=223 101 62 108 68 216 42 213 264 71 87 101 135 117 1111 202
internal_value=0 3.33508e-05 7.05699e-05 1.55683e-05 -2.80182e-05 -0.000149991 -0.000711583 -8.73666e-07 0.000298057 0.000517769 8.36042e-05 -7.19231e-06 0.000151373 -8.5022e-05 0.000109572
internal_weight=0 0.0184054 0.0173875 0.0161542 0.0151299 0.011011 0.00231028 0.00870076 0.00411883 0.00272891 0.00764701 0.00643765 0.00508272 0.00317143 0.00215781
internal_count=3121 3020 2958 2735 2667 2401 255 2146 266 195 1930 1829 1694 1577 1313
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=11
num_cat=0
split_feature=4 12 12 12 16 151 2 1 11 15
split_gain=5.28009e-05 7.93945e-05 0.000104963 0.000152743 0.000147691 0.000122561 8.18358e-05 9.25371e-05 7.45861e-05 9.65981e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 0.23311500000000004 -0.0038099999999999996 0.086000000000000007 0.09697500000000002 0.076160000000000019 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 -2
right_child=8 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0018650425970038916 0.0019589470632895077 -0.0025760986782670152 0.0021287958636562196 -0.0035504581295225995 0.0035018424857779012 0.00079954759399171232 -0.0047015528360185646 -0.00081389185236461245 0.0032218691161119565 -0.0017075443485714736
leaf_weight=0.0014377164978544577 0.0014603372557233391 0.0014395631153076441 0.0018167233582815148 0.0014067350077371287 0.0010779167533988554 0.0010052790723729986 0.0011445184716307732 0.0013481672636208586 0.0010874829172884404 0.0014456809758099922
leaf_count=165 227 404 618 1144 93 80 94 97 60 139
internal_value=0 -0.000379707 -3.74071e-05 -0.000567759 0.00012997 -0.000606422 -0.00162223 -0.00259891 0.000975557 0.000134947
internal_weight=0 0.0106766 0.00923706 0.00742033 0.0060136 0.00493568 0.00349796 0.00249269 0.0039935 0.00290602
internal_count=3121 2695 2291 1673 529 436 271 191 426 366
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=18
num_cat=0
split_feature=124 133 42 14 50 48 15 15 3 43 16 48 3 15 2 43 4
split_gain=0.000311904 0.000245388 0.00026472 0.000243172 0.000244624 0.000356123 0.000259735 0.000361022 0.000349229 0.000231931 0.00024401 0.00016951 0.000161289 0.000222335 0.000300113 0.000163667 6.79548e-05
threshold=0.10281000000000001 0.10622000000000002 -0.095284999999999995 0.076175000000000007 0.10647500000000001 0.12879500000000002 -0.24436499999999997 -0.095869999999999983 0.10299500000000002 -0.20207499999999998 0.15891500000000003 0.083985000000000018 -0.10831999999999999 -0.091964999999999977 0.084055000000000005 0.054355000000000007 -0.014149999999999998
decision_type=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 11 9 -9 12 -8 15 -14 -15 -11 -10
right_child=-2 -3 3 -5 -6 -7 7 8 16 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.00069690104548213172 0.00079619909214808846 -0.0007738620963268953 0.00083479175245047474 -0.0006631663915730642 -0.00061819736632505928 -0.00070510232691295654 -0.00069879901825988704 0.00076855463406940469 0.0005380417845682171 0.00085915134784064729 -0.00058092663603735619 1.1166162805913915e-05 0.00055110735148842442 0.00026358449679120353 -0.00074486709798189253 6.4119958561029001e-05 0.0010879782164550499
leaf_weight=0.0012568086632041798 0.0010200580917272819 0.0010568278150978423 0.0012616032716548506 0.0011166350147231432 0.0011196644686062842 0.0011319067938053698 0.0015274723084795867 0.001083460557488535 0.001050545527911062 0.0011630822110451052 0.0012916491993326899 0.0015635055419095101 0.0010216812782899857 0.0012626331680454421 0.0014642800525118856 0.0012177893370335369 0.0010150204112959757
leaf_count=210 39 431 188 77 245 44 104 39 58 49 300 162 74 335 668 31 67
internal_value=0 -6.24545e-05 -2.3993e-05 2.2244e-05 6.68079e-05 0.000114581 0.000176755 0.000115985 0.000249233 0.000113453 1.78096e-05 -0.000339678 0.00014398 -5.19735e-05 -0.000277927 0.000452502 0.000808281
internal_weight=0 0.0206046 0.0195477 0.0182909 0.0171743 0.0160546 0.0149227 0.0136611 0.0105701 0.00850458 0.00742112 0.00309098 0.00612947 0.00374859 0.00272691 0.00238087 0.00206557
internal_count=3121 3082 2651 2441 2364 2119 2075 1887 1621 1496 1457 266 1157 1077 1003 80 125
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=16
num_cat=0
split_feature=124 14 123 12 484 133 3 41 0 15 16 150 160 1 4
split_gain=0.000301389 0.000205429 0.000215936 0.00027794 0.000268988 0.000291249 0.000363157 0.000300442 0.0002691 0.000256183 0.000207099 0.000205412 0.000177965 0.000198811 0.000133208
threshold=0.10281000000000001 0.076175000000000007 1.0000000180025095e-35 -0.015429999999999998 -0.0068949999999999992 0.09389500000000002 -0.12018999999999998 0.07831500000000001 -0.053834999999999994 -1.0000000180025095e-35 -0.29154999999999992 0.089910000000000018 -0.030779999999999998 0.10089500000000001 -0.0029599999999999995
decision_type=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 10 -6 -8 12 -12 14 -14
right_child=-2 -3 -4 4 5 -7 8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.00067472851813986888 0.000792273661067098 -0.00065319913246324516 0.00052794321263948654 -0.00069614964091103547 0.0013836399201106763 -0.00068396392440477961 -0.00040876041664509574 -0.00012175813890454257 -0.00056538033420618604 0.00040831778474803094 -0.00021207293062129926 -0.00032814269019703024 0.00056476003849799676 0.00087218158665763944 -0.00015201308988452793
leaf_weight=0.0014449824800600265 0.001008965512078768 0.001138527486826523 0.0015500712043016651 0.0011115433025096046 0.0010320486394177486 0.0010640785900548145 0.0014852998853868695 0.001074367302265955 0.0016845802794770515 0.001403449262529219 0.0010138476648134682 0.0012579633451519356 0.0011256206845585955 0.0016887988093516881 0.00116530783044298
leaf_count=149 39 101 236 460 60 384 122 51 176 102 284 123 631 63 140
internal_value=0 -4.0931e-05 -2.42227e-06 -5.20906e-05 7.46503e-06 6.33477e-05 0.000124842 0.000532848 -2.71571e-05 0.000821613 9.00329e-05 0.000208541 0.00034374 0.000485335 0.000200165
internal_weight=0 0.0192405 0.018102 0.0165519 0.0151069 0.0139954 0.0129313 0.00350987 0.00942142 0.0024355 0.00773684 0.00625154 0.00499357 0.00397973 0.00229093
internal_count=3121 3082 2981 2745 2596 2136 1752 213 1539 162 1363 1241 1118 834 771
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=11
num_cat=0
split_feature=2 52 12 1 1 15 160 0 43 3
split_gain=5.41291e-05 9.47799e-05 8.97747e-05 9.71312e-05 0.000173047 9.64778e-05 8.1924e-05 7.42726e-05 0.00011089 6.97099e-05
threshold=0.14122000000000004 0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.055554999999999993 0.086075000000000013 -0.13027499999999997 -0.084004999999999982 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 7 -1 -9 -5
right_child=-2 -3 5 9 -6 -7 -8 8 -10 -11
leaf_value=0.0020278615286801792 0.0023385912949297977 -0.0026282863331553706 -0.00049200172650058348 -0.00037198964528186037 0.0028853202089682965 0.0033145416510170275 -0.0035002411620160536 0.00066134286762983385 -0.0038698065845920015 -0.0041599543552172337
leaf_weight=0.0012264220611664118 0.0010365254914645365 0.0016033978516065703 0.0013177561079715169 0.0010613466153596559 0.0019764560215949911 0.0017850129418795812 0.0010494890655024618 0.0015243009849405303 0.001030798568797793 0.0011552340627073998
leaf_count=96 178 454 208 138 251 307 194 311 906 78
internal_value=0 -0.00019018 0.000132185 -0.000406157 0.000225539 0.00169789 -0.000862626 -0.000130607 -0.00116665 -0.0023462
internal_weight=0 0.0137302 0.0121268 0.00902405 0.00680747 0.00310277 0.00483101 0.00378152 0.0025551 0.00221658
internal_count=3121 2943 2489 1974 1758 515 1507 1313 1217 216
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=14
num_cat=0
split_feature=14 133 133 132 157 16 16 52 4 3 16 1 13
split_gain=0.000243593 0.000243125 0.000304691 0.000153497 0.000138567 0.00014262 0.000518937 0.000299113 0.000276741 0.000195916 0.000230397 0.00012779 0.000275645
threshold=0.076175000000000007 0.10622000000000002 0.083950000000000011 0.081240000000000021 -0.08107499999999998 -0.056919999999999991 -0.0007049999999999999 0.091275000000000009 0.076415000000000025 -0.10519499999999998 -0.074319999999999983 0.10060500000000001 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 8 -8 -6 11 -11 -13
right_child=-2 -3 -4 -5 5 6 7 -9 -10 10 -12 12 -14
leaf_value=0.00048408253320264083 -0.00071027565855016602 -0.00071426865565329283 0.00068916718689561918 0.00059845740071933786 0.0005176628447152615 -0.0012564979063444488 -0.00070573340215513488 0.00046975179296046429 0.00020253387564541243 -0.00052575147230979791 0.00057390106791539556 0.0006220988148552542 -0.00038806540659085982
leaf_weight=0.0011940584626913978 0.0011604796169859535 0.0010228162737525781 0.0018136698842514737 0.0010255909134568577 0.0018350807599023774 0.001063060732187239 0.0019771058314457636 0.0018136185629218371 0.0014432567090874038 0.002000061858318399 0.001118276619485911 0.0010804156827489385 0.0017761108221012872
leaf_count=145 101 421 573 187 81 236 316 74 70 619 97 106 95
internal_value=0 3.37859e-05 7.59639e-05 7.84528e-06 -3.1742e-05 -7.54029e-05 -0.000251989 -4.79655e-05 -0.000322481 6.69756e-05 -7.14455e-05 -0.000220043 -5.99394e-06
internal_weight=0 0.0191631 0.0181403 0.0163266 0.015301 0.014107 0.00629704 0.00523398 0.00342036 0.00780995 0.00597486 0.00485659 0.00285653
internal_count=3121 3020 2599 2026 1839 1694 696 460 386 998 917 820 201
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 47 3 12 12
split_gain=5.08763e-05 7.69673e-05 8.8174e-05 9.95615e-05 9.41488e-05 0.000118507 0.000168941 0.000115013 8.12413e-05 8.4767e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.11093500000000002 0.085270000000000026 -1.0000000180025095e-35 0.092355000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 8 -4 9 -6
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0021722994706906626 0.0022116354019083009 -0.0026975988148794871 0.0043673812436391705 -0.002587692502645185 -0.0028812591813223115 0.0024270955336906318 0.0016663237879298608 0.00042090098657617068 -0.0045133553505331964 0.00092310883708896548
leaf_weight=0.0010254825168187634 0.0016147002342773832 0.0012124935824486373 0.0012032823867672016 0.0011876612877677545 0.0013063292455326335 0.0013792470946529106 0.0017368406004032375 0.0019671610777256595 0.0010491474738849342 0.0010830763477924603
leaf_count=503 232 187 136 135 171 217 134 132 439 835
internal_value=0 0.000149391 -0.000125235 0.000160576 0.000496204 -0.000191856 -0.000889809 0.00191871 -0.00218093 -0.0011568
internal_weight=0 0.0137399 0.0121252 0.0109127 0.00972508 0.00655464 0.00517539 0.00317044 0.00343855 0.00238941
internal_count=3121 2618 2386 2199 2064 1796 1579 268 1445 1006
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=13
num_cat=0
split_feature=42 43 3 13 16 13 48 1 1 151 1 4
split_gain=4.76811e-05 0.000111813 0.00024552 0.000143921 0.00013159 0.000103144 0.0001545 0.000149049 0.000156633 0.000119061 0.000100988 2.90134e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.22339500000000004 -0.10664 -0.032929999999999994 0.11414000000000001 0.10538500000000002 -0.0064299999999999991 0.10887500000000001 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 11 -7 8 9 -8 -1 -3
right_child=1 4 -4 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0044490119475786927 -0.0030239846737843338 0.0038285027070321716 0.0068663196348665544 0.0030786406434115117 -0.0043228988085879834 0.0033976586402730173 0.0011268023486729686 -0.005565654501898702 0.0034031038388977761 -0.0043043606398598224 0.00094828993718421408 0.00096500552303755815
leaf_weight=0.0010341356359104973 0.0012189237793474583 0.0010887072956153633 0.0011203136944636137 0.0011085808708450884 0.0011459048998766685 0.0011100335447942217 0.0010066987428511863 0.0011309031843707018 0.001095367115327095 0.0015249135683498083 0.0010492227440487278 0.0010387865708431643
leaf_count=791 621 100 363 57 181 64 55 72 45 567 71 134
internal_value=0 0.000271011 0.0021519 -0.000117329 -0.000438401 0.000118327 -0.000719929 -0.00168058 -0.0004692 -0.00214465 -0.00173082 0.00243035
internal_weight=0 0.0125891 0.00344782 0.0023275 0.00914131 0.00799541 0.00586792 0.00475788 0.00362698 0.00253161 0.00208336 0.00212749
internal_count=3121 2259 1041 678 1218 1037 803 739 667 622 862 234
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=14
num_cat=0
split_feature=124 14 52 157 52 160 133 2 52 13 16 16 4
split_gain=0.000231404 0.000159645 0.000155612 0.000238893 0.000186274 0.000286178 0.000176115 0.000175803 0.000290606 0.000256672 0.000217124 8.8295e-05 0.000122523
threshold=0.093335000000000015 0.076175000000000007 -0.28430999999999995 -0.072409999999999988 -0.081429999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 0.10744000000000002 -0.084034999999999985 -0.29154999999999992 -0.12029499999999999 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 9 10 -8 -9 -11 -13
right_child=-2 -3 3 4 5 6 7 8 -10 11 -12 12 -14
leaf_value=-0.00057789255671329763 0.00073100939336058501 -0.00060657586451614838 0.0006121389286260745 0.00042033912045459334 -0.00066952954577763801 -0.00059304756916748092 0.00080368111503695912 -1.5519808694440099e-05 0.00049823557626692706 0.00035651462224867359 -0.00085596353751773914 -0.00046428464376966147 0.00024446387395500596
leaf_weight=0.0010282911339851977 0.0010017199628668946 0.0010879094196829522 0.0015843229492028673 0.0019650703929220701 0.0017581246796360668 0.0010559752668289771 0.00149013017340932 0.001513882732519187 0.0011325966642012908 0.0013666063250408781 0.001427680825953126 0.001265764588755762 0.0010809033229490783
leaf_count=325 54 101 313 298 580 609 120 126 56 63 96 342 38
internal_value=0 -3.27498e-05 4.70044e-06 4.30019e-05 -2.11451e-05 -9.28926e-05 5.21504e-06 7.33095e-05 -0.000167209 0.000261631 -0.000423427 4.41071e-05 -0.000137827
internal_weight=0 0.0177573 0.0166693 0.0156411 0.0140567 0.0120917 0.0103335 0.00927756 0.00407416 0.0052034 0.00294156 0.00371327 0.00234667
internal_count=3121 3067 2966 2641 2328 2030 1450 841 278 563 222 443 380
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=11
num_cat=0
split_feature=2 0 0 49 13 15 15 42 2 15
split_gain=4.63114e-05 9.55655e-05 0.00017321 9.66485e-05 0.000124948 8.17664e-05 7.48568e-05 0.000112979 7.66524e-05 5.68952e-05
threshold=0.14122000000000004 -0.060129999999999996 -0.10151999999999999 0.0021350000000000002 -0.10664 -0.091604999999999978 -0.03241999999999999 0.075730000000000006 0.10097500000000002 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -3 8 -8 -6
right_child=-2 6 -4 -5 5 -7 7 -9 -10 -11
leaf_value=0.0031545634371654635 0.0018530220492431605 0.0023346268405398064 -0.0033135118265780164 -0.0024487339034849598 -0.0005133548036777083 -0.001772221142778775 0.0021959923033811474 -0.0023670692205208978 -0.00095287227952800589 0.0024409758533372843
leaf_weight=0.0011188893297910674 0.0010308004453078003 0.0017304733359480252 0.0017599299572930369 0.0011563441977512495 0.0011457344526581148 0.0017334416705984419 0.0017606085445575348 0.0011307029748567066 0.0010084175906737158 0.0010237240226409483
leaf_count=120 178 183 1897 154 70 183 113 76 107 40
internal_value=0 -0.000149312 -0.000792995 -7.49897e-05 0.000471601 -0.000297554 0.000758223 5.8706e-05 0.00104925 0.000880735
internal_weight=0 0.0135683 0.00793806 0.00617813 0.00502179 0.0039029 0.0056302 0.00389973 0.00276903 0.00216946
internal_count=3121 2943 2464 567 413 293 479 296 220 110
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=16
num_cat=0
split_feature=14 52 157 376 48 48 2 12 15 3 3 0 12 42 16
split_gain=0.000288814 0.00022169 0.000290995 0.000157571 0.000207824 0.000230623 0.000200596 0.000255953 0.000261165 0.000392693 0.000189183 0.000237913 9.85296e-05 0.000339523 8.27325e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.08107499999999998 0.088470000000000007 0.12737000000000001 0.10493500000000001 -1.0000000180025095e-35 -0.042789999999999988 -0.095869999999999983 0.10542000000000001 -0.077644999999999978 -0.22491999999999998 0.084100000000000022 0.084635000000000016 -0.15241499999999997
decision_type=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 14 10 12 -12 -10 -14 -9
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 11 -13 13 -15 -16
leaf_value=-0.00070057017970641823 -0.00079884531261047642 0.00081441762301917391 0.00049871747170454443 0.00061473600310392581 -0.00069627548188299043 0.00076193670034556675 -0.0007390784209909757 -0.0002053157620103948 0.00049284960155190579 0.00078125091438777019 0.00010513585212627045 -0.00096092854699804885 -0.00066644339659563412 0.00053109654569239708 -0.0008274785552881735
leaf_weight=0.0010091849924121652 0.0011480787835987929 0.0012759288158201839 0.0016244891978460007 0.0010651384537151308 0.0011071927310657434 0.0010256532900084362 0.0014410889306637935 0.0011640466084459899 0.0013422541163031218 0.001809686582837533 0.0010348444695296166 0.001136449762112083 0.0011885430221256054 0.0012640002124868766 0.0010534638273807179
leaf_count=314 101 235 163 62 59 90 180 100 130 85 32 388 529 485 168
internal_value=0 3.25296e-05 7.47267e-05 1.66717e-05 -2.52605e-05 2.74884e-05 -3.01957e-05 -0.000105339 -1.39499e-05 0.000124915 -7.41706e-05 -0.000452839 0.000142495 -4.92511e-05 -0.000500884
internal_weight=0 0.018542 0.0175328 0.0162569 0.0151917 0.0140845 0.0130589 0.0114344 0.00999329 0.00777578 0.00596609 0.00217129 0.0037948 0.00245254 0.00221751
internal_count=3121 3020 2706 2471 2409 2350 2260 2097 1917 1649 1564 420 1144 1014 268
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=18
num_cat=0
split_feature=1213 14 133 3 48 50 2 52 39 457 3 4 12 42 3 16 43
split_gain=0.000364274 0.000260574 0.000259523 0.000375468 0.000389005 0.000255724 0.000266729 0.000225414 0.000257678 0.000269447 0.000250444 0.000179838 0.000214117 0.000348558 0.000217809 0.000106933 9.24891e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.11548000000000001 0.11434500000000002 0.093225000000000016 -1.0000000180025095e-35 0.10299500000000002 0.24564500000000003 0.084100000000000022 0.091295000000000015 0.083060000000000009 -0.056919999999999991 -0.086909999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 11 12 14 -14 15 -11 -17
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18
leaf_value=-0.0010419794515747977 -0.00057975106420224344 -0.00074815506150113353 -0.00075444878330617937 0.00090389998422154606 -0.00085594352925980825 -0.00062733607003746653 0.00083252026336532977 -0.00055805934931794227 -0.00058932513772126909 0.00098738577444832244 0.00099987343470569665 0.00078973733269081478 -0.00082167271681824383 0.00047189169212880614 -0.00022880424705635892 0.00070872310604014918 -3.3916633689189357e-05
leaf_weight=0.0010122019353502451 0.001061872354584951 0.0012445601638929596 0.001092744685948519 0.0016830923201461836 0.0013472126205531501 0.0012950483282768875 0.0016830881395805746 0.0014224029312270856 0.0012128663299866395 0.0012484777862028507 0.0014963950657627132 0.0014476569765131189 0.001516852491271899 0.0010818623152266116 0.0014255113514165529 0.0010240498775573315 0.0010095891932995187
leaf_count=491 116 87 366 145 62 370 205 161 73 49 52 69 551 105 56 55 108
internal_value=0 2.59716e-05 7.17438e-05 0.000116984 4.45025e-05 0.000116174 0.000177776 9.87667e-05 0.000173358 0.000255131 0.000341619 0.000229098 0.000118015 -0.000283153 0.000339469 0.000586285 0.000340044
internal_weight=0 0.0222933 0.0210487 0.019956 0.0182729 0.0169257 0.0156306 0.0139475 0.0125251 0.0113123 0.0102504 0.008754 0.00730634 0.00259871 0.00470763 0.00328212 0.00203364
internal_count=3121 2630 2543 2177 2032 1970 1600 1395 1234 1161 1045 993 924 656 268 212 163
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=10
num_cat=0
split_feature=42 43 16 159 160 52 49 1 4
split_gain=4.59853e-05 0.00012451 0.000109204 9.7642e-05 0.000162031 0.000138896 9.59226e-05 8.39064e-05 0.000128721
threshold=-0.11466499999999999 -0.20207499999999998 0.22339500000000004 0.076905000000000015 -1.0000000180025095e-35 0.0031350000000000002 -0.081404999999999991 0.11061500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0019322883849758696 0.0026947747732598199 -0.0031619820422088673 -0.0024524537585973007 0.0021540960413045148 0.0019171677839477422 0.0024324998660672057 -0.0022961638450721281 -0.0027132163964222649 0.0017599926523709482
leaf_weight=0.0010014694837767327 0.0014591287647722781 0.0013786040298565377 0.0015831224183645272 0.0017707933707954539 0.001170904473851821 0.0019547351770506025 0.0012300799197918488 0.001671686864802395 0.0014963928837990262
leaf_count=171 134 619 386 408 95 589 426 155 138
internal_value=0 0.00012964 -0.000175742 0.000161955 -0.000234305 0.00030214 -0.000445614 -0.00107465 -6.99895e-05
internal_weight=0 0.0137154 0.0122563 0.0106732 0.0089024 0.0075238 0.00556906 0.00439816 0.00272647
internal_count=3121 2950 2816 2430 2022 1403 814 719 564
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=18
num_cat=0
split_feature=124 133 47 14 1374 457 484 160 1 11 3 133 0 3 52 52 2
split_gain=0.000342422 0.000266336 0.000248953 0.000263038 0.00027734 0.000259369 0.000289478 0.000206042 0.000221706 0.000194611 0.000230945 0.000308828 0.000362378 0.000366069 0.000222051 0.000122872 9.08694e-05
threshold=0.10281000000000001 0.10622000000000002 0.13148500000000005 0.076175000000000007 -0.08070999999999999 0.085360000000000005 -0.0068949999999999992 0.086870000000000017 0.12873500000000002 0.08776500000000001 -0.12018999999999998 0.083950000000000011 -0.10151999999999999 0.11924500000000002 0.091275000000000009 0.024145000000000003 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 15 12 13 16 -14 -8 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=-0.00069289537574837893 0.00085514397715289988 -0.00082188099566866881 -0.00078248235174205262 -0.00067757350307930608 -0.00073318378783098729 0.00071181686670828163 0.0009106040309919941 -0.00046360200672355094 0.00079323020992922897 -0.0005398000999969402 0.00071234086705883532 0.00081417630213923345 -0.00095808178242270709 -0.00049198584939266657 -5.1377274298333775e-05 0.0001869458740385816 0.00014119740638520695
leaf_weight=0.0011193584982809304 0.0010636889951376174 0.0010875502393542574 0.0010144062374703991 0.001260627075233999 0.0010809144824552941 0.0016489970376543919 0.0013696803157117162 0.0013897204984401621 0.0012992694750432439 0.0010540835679808689 0.0019308851787132588 0.0011178693926570948 0.0014290229861535922 0.001307061953042421 0.0012674719745490171 0.0010165808921005492 0.001080376543508399
leaf_count=53 39 431 46 87 381 138 81 162 155 79 56 249 733 40 276 31 84
internal_value=0 -6.14985e-05 -2.09343e-05 1.8944e-05 6.74247e-05 0.000117511 5.36379e-05 0.000113271 0.000175551 0.000106206 0.000170941 4.43693e-05 -7.83059e-05 0.000204926 -0.000531891 0.000602315 0.000507427
internal_weight=0 0.0214739 0.0203863 0.0193719 0.0181113 0.0169919 0.0153429 0.014262 0.0128723 0.011573 0.0105189 0.00813269 0.00701482 0.00431832 0.00269649 0.00238626 0.00301126
internal_count=3121 3082 2651 2605 2518 2465 2327 1946 1784 1629 1550 1438 1189 180 1009 112 140
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=19
num_cat=0
split_feature=1213 43 42 40 484 48 40 4 4 43 0 0 43 151 15 1 13 13
split_gain=0.000333986 0.000254607 0.000367495 0.000308459 0.000250048 0.00027843 0.000245215 0.000233094 0.000177814 0.000214729 0.000281347 0.000226841 0.000196091 0.000339811 0.000183169 0.000152587 0.000150296 0.000141535
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.12995999999999999 -0.013874999999999998 -0.0068949999999999992 0.12737000000000001 -0.081804999999999975 0.42051500000000003 -0.49405499999999997 -0.074359999999999996 -0.059114999999999994 -0.23091999999999999 0.0010100000000000003 -0.044604999999999992 -0.10091499999999999 0.087135000000000004 -0.082199999999999981 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 7 -4 8 -6 10 16 -11 13 -13 -15 -16 -10 -14
right_child=1 -3 3 4 5 -7 -8 -9 9 11 -12 12 17 14 15 -17 -18 -19
leaf_value=-0.00093714338854419257 -0.00075741584285544451 -0.00074940731297250501 0.00022482154416957249 -0.00066445352128114484 -0.00054629130279798327 -0.00068808046570684102 0.0012976587885947146 0.00090318925081319041 0.00063146365887323545 0.00062508563476322923 0.0011744256891290587 0.0005625523754190329 0.00076141013133543755 -7.1516103484733746e-05 -0.00028244537221151035 -0.0011210466540287935 -0.00023784507465635441 -8.6471956813887418e-05
leaf_weight=0.0010124251133525183 0.0013528192993415141 0.0010786317898804207 0.001336297502903136 0.0012246100863134183 0.0010317666031571778 0.0011032339678850181 0.0010046891161016062 0.0010720044185095626 0.001007605024681002 0.0014413058233166956 0.0011519382718185875 0.0010839602089179915 0.0010534430044910476 0.0017910096009774454 0.0010141574950264217 0.0013772438363646167 0.0011423243534615657 0.0010665080522603843
leaf_count=491 106 169 147 445 110 46 136 115 215 57 59 72 119 55 237 180 307 55
internal_value=0 2.7305e-05 6.86671e-05 0.00012779 4.89896e-05 0.000105958 0.000685255 0.000167504 0.000107582 0.000163202 0.000520141 2.9693e-05 -8.6487e-05 -0.000256097 -0.000468267 -0.000765408 0.000169573 0.000334856
internal_weight=0 0.0213335 0.0202549 0.0189021 0.0165611 0.0153365 0.00234099 0.0142333 0.0131613 0.0121295 0.00330187 0.00882763 0.00738632 0.00526637 0.00418241 0.0023914 0.00214993 0.00211995
internal_count=3121 2630 2461 2355 2072 1627 283 1581 1466 1356 581 775 718 544 472 417 522 174
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=18
num_cat=0
split_feature=124 3 47 50 42 15 4 131 133 12 3 157 16 2 2 4 151
split_gain=0.000287452 0.000269144 0.000259208 0.000279675 0.000271635 0.00028678 0.000292166 0.000313732 0.000277126 0.000370459 0.000312925 0.000262084 0.000188851 0.00015696 0.000421487 0.000338707 0.000122547
threshold=0.10195500000000002 0.30112000000000005 0.13148500000000005 0.083640000000000006 0.097315000000000026 0.097485000000000016 -0.49405499999999997 0.087395000000000014 0.083950000000000011 -0.015429999999999998 -0.20241999999999996 -0.08107499999999998 0.15273500000000004 0.089885000000000007 0.092755000000000018 0.04735000000000001 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 -11 -12 13 15 -15 -13 -16
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 14 16 -17 -18
leaf_value=-0.00087383759443958428 0.00085296526902358099 0.00078055916112030677 -0.00090501785285713543 -0.00079954026142702625 0.0006317318211699702 -0.00092307995016879926 -0.00090406894693417349 -0.00082955416561635497 0.00084897906665339995 0.00099912465823627679 0.00082218532049736412 -0.0011555184288616987 0.00056791321208087323 0.00094221137188501918 -0.00073138099442807462 -1.3071320574332604e-05 -1.0855006534862785e-05
leaf_weight=0.0010163007289389859 0.0010195919867105599 0.001021621025456442 0.001060936474473694 0.0013132035456430531 0.0017248871236054493 0.0010264330142824496 0.0010484131166534879 0.0010352162234547662 0.0013377283636905818 0.0010649047177286848 0.0010632665384295642 0.0011712975749838435 0.0011472918737319409 0.0010892288900307689 0.0010652630075185243 0.0019151306446131278 0.0017423965701783839
leaf_count=114 42 131 54 548 306 216 80 265 437 65 55 440 74 71 55 53 115
internal_value=0 -5.70913e-05 -0.000100264 -5.47548e-05 1.30143e-06 -6.78603e-05 -8.12982e-06 5.61838e-05 0.000128698 4.34827e-05 0.000140319 4.08459e-05 -6.13324e-05 -0.000164711 5.85742e-05 -0.000446629 -0.000284232
internal_weight=0 0.0208435 0.0198219 0.018761 0.0174478 0.0157229 0.0146964 0.0136801 0.0126449 0.0113072 0.0102588 0.00919388 0.00813061 0.00698332 0.00389689 0.00308643 0.00280766
internal_count=3121 3079 2948 2894 2346 2040 1824 1710 1445 1008 928 863 808 734 241 493 170
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=16
num_cat=0
split_feature=14 43 42 376 133 3 457 0 43 14 0 3 2 1 1
split_gain=0.000267691 0.000135755 0.000193832 0.000381007 0.000203933 0.000233445 0.000246976 0.000212685 0.000201361 0.00017833 0.000152551 0.000132378 0.00020161 0.00017018 0.000103863
threshold=0.076175000000000007 0.18116500000000002 -0.12995999999999999 1.0000000180025095e-35 0.088525000000000006 -0.10023499999999998 -0.0029299999999999994 -0.053834999999999994 0.084740000000000024 -1.0000000180025095e-35 -0.060129999999999996 0.090900000000000009 0.11411 0.10089500000000001 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 9 10 -8 -4 13 -13 14 -11
right_child=-2 -3 3 -5 -6 6 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=-0.00058084843497200375 -0.00077553865900623065 -0.0004918980091776061 0.00022120549494107259 0.001021993615644838 -0.00066395175169437566 -0.00074799795007396094 -0.00039791859797494656 -0.00060601433827265857 -0.00020661430384977912 0.00016103774410939763 0.0009183042301529838 0.0009381725453898016 7.7249438110861112e-06 0.00057527833766417616 -0.00054269284485581302
leaf_weight=0.0011307784924703196 0.0011534257047154375 0.0012121089999955542 0.0015306801055956498 0.0011739263877513948 0.0010010063188380285 0.0011714509793507516 0.0012777437228259645 0.0011308032634219792 0.0010801517266827432 0.0011085901090375303 0.0018866067635028268 0.0015291210092984731 0.0010624421528158678 0.0011622757398094125 0.0011503916034964062
leaf_count=126 101 200 106 153 601 184 76 183 32 724 160 75 78 101 221
internal_value=0 3.89965e-05 7.59879e-05 0.000121652 5.16159e-05 0.000102452 -4.21492e-05 5.60376e-05 0.000410878 0.000158725 0.000606058 0.000277014 0.000556724 6.51362e-05 -0.000197339
internal_weight=0 0.0186081 0.017396 0.0162652 0.0150913 0.0140903 0.00959282 0.00842137 0.00449744 0.00729056 0.00341729 0.00601282 0.00259156 0.00342126 0.00225898
internal_count=3121 3020 2820 2694 2541 1940 1642 1458 298 1275 266 1199 153 1046 945
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=11
num_cat=0
split_feature=14 157 0 16 51 52 13 52 3 2
split_gain=6.96805e-05 0.000103123 9.53887e-05 0.000183173 0.000151289 0.000138771 0.000131467 0.000119548 9.87365e-05 7.92411e-05
threshold=0.023790000000000002 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 0.095050000000000009 -0.019749999999999993 -0.084034999999999985 0.10744000000000002 0.083060000000000009 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3 -7 -5 -8
right_child=-2 2 5 8 -6 7 9 -9 -10 -11
leaf_value=0.0030074945282071363 -0.0027919989997718135 0.0018782869217813393 0.0047526586013079738 -0.0012583730231519896 0.0040968939097539353 -0.0018198843525350974 -0.00037888338908208458 0.0028733302265220272 -0.0052486300817025655 -0.0039627082032025231
leaf_weight=0.0013781811112054685 0.0010009579284928636 0.0018182507308028379 0.0010223470967007375 0.001769777354486894 0.001062796926356217 0.0016212941860128177 0.0018153028139293592 0.00106543400123707 0.0012558334217508405 0.001223349578432292
leaf_count=398 113 416 134 810 174 96 592 56 73 259
internal_value=0 0.000180285 -0.000127624 -0.000736101 0.00037735 0.00133986 -0.000436568 4.12307e-05 -0.0029146 -0.00182172
internal_weight=0 0.0140326 0.0126544 0.00894531 0.0059197 0.00370908 0.0048569 0.00268673 0.00302561 0.00303865
internal_count=3121 3008 2610 2324 1441 286 1267 152 883 851
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=11
num_cat=0
split_feature=4 0 40 3 2 13 52 2 15 2
split_gain=5.2821e-05 8.85916e-05 0.000121357 7.63369e-05 0.000126217 0.000113384 0.000145477 0.000126186 0.000119142 4.10725e-05
threshold=0.27287000000000006 0.18019500000000002 -0.068949999999999997 0.10542000000000001 0.10613000000000002 -0.086589999999999986 -0.0064899999999999992 0.086950000000000013 -0.053579999999999996 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 8 -8 -7 -2
right_child=9 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0034825017030078445 0.0001598831442608735 0.0024639295978060092 -0.0033551103463778883 0.0039007585931366416 -0.00050659787094725335 -6.8973192174412448e-07 0.0028902159569645335 -0.0013980183648429779 -0.004168277035471432 0.0024731683644532241
leaf_weight=0.0012347979585161937 0.0017570450468089764 0.0010210952787117486 0.0013093942101995567 0.0010402320804203669 0.0016066870474450434 0.0015657565092702004 0.0019044712829720846 0.001026108838152703 0.0011607509116114125 0.0012959909656694683
leaf_count=172 148 30 446 42 109 333 604 582 451 204
internal_value=0 -0.000312006 -0.000573293 -0.000199618 0.00122548 -0.000741086 -0.000136041 0.00138874 -0.00177495 0.00114186
internal_weight=0 0.0118693 0.0108482 0.0096134 0.00264692 0.00696648 0.00565709 0.00293058 0.00272651 0.00305304
internal_count=3121 2769 2739 2567 151 2416 1970 1186 784 352
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=15
num_cat=0
split_feature=14 124 123 4 484 12 3 41 0 3 2 0 2 15
split_gain=0.000151369 0.00013617 0.000214844 0.00022899 0.000206941 0.000195857 0.000172629 0.000347191 0.000206239 0.000214786 0.000190754 8.39532e-05 0.000196925 8.23542e-05
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.0068949999999999992 -0.015429999999999998 -0.12018999999999998 0.077300000000000021 -0.053834999999999994 0.13524500000000003 0.092365000000000017 -0.10607499999999999 0.083935000000000023 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 10 11 12 -8 -12
right_child=-2 -3 -4 4 5 6 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00081762053492123786 -0.00062577331910702427 0.00060495339865242724 0.00062633511631063343 -0.00073743343176238562 -0.000609131328758566 0.00089179680323495461 0.00095321172614084378 -0.00027832716592480919 -0.00055058158062305991 0.00081768883042315701 -0.00069459211722711913 -6.10708058219535e-05 -8.0491978624038202e-07 -4.8945709606894695e-05
leaf_weight=0.0010583632943066404 0.0010559341472974318 0.0010706979720258502 0.0013648891368301551 0.0010222584151555877 0.001176146138083682 0.0018923063810538645 0.0010484376695671935 0.0011368027930398483 0.0016169313277975038 0.0010310892139888672 0.0012212304830305915 0.0019655002465262753 0.0014358139489518973 0.001011611328714912
leaf_count=139 101 71 220 443 126 115 20 55 150 74 115 1112 62 318
internal_value=0 2.61141e-05 -1.03824e-05 -6.60318e-05 -1.1392e-05 4.34402e-05 0.000105539 0.000452658 -7.15075e-06 0.000106762 -2.92976e-06 0.000197358 0.000401822 -0.000402076
internal_weight=0 0.0180521 0.0169814 0.0156165 0.0145581 0.0135359 0.0123597 0.00302911 0.00933061 0.00771368 0.00668259 0.00444975 0.00248425 0.00223284
internal_count=3121 3020 2949 2729 2590 2147 2021 170 1851 1701 1627 1194 82 433
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=12
num_cat=0
split_feature=147 52 41 0 0 3 0 0 2 151 15
split_gain=5.06886e-05 9.44752e-05 0.00013294 0.000136796 0.000240121 0.000144689 0.000152571 0.000124126 0.000139197 7.60998e-05 0.000128243
threshold=0.089025000000000007 0.17829500000000004 0.075585000000000013 -0.076579999999999995 -0.053834999999999994 -0.10831999999999999 0.062580000000000011 -0.10607499999999999 0.11215000000000001 -0.0083949999999999979 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 8 9 -1 -11
right_child=-2 -3 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=-0.0010127115042014103 0.0016822168609507066 -0.0028055570684045483 -0.0032378436976164904 0.0054462721598966431 0.0026695644999839342 -0.0032693837853847215 0.0016479765787216177 -0.0034287299894145465 -0.0025681650528618914 -0.00026901882501668181 0.0041937047624378138
leaf_weight=0.0011168731063564974 0.0014821679274272812 0.0011859617594377212 0.0010492001674122795 0.0011348106970362308 0.001585384563505654 0.0013334402376034117 0.0010561078699922732 0.0011837162203444879 0.0013590586635136015 0.0011627473140847222 0.0012458844017150267
leaf_count=84 124 355 145 407 143 231 60 1285 115 91 81
internal_value=0 -0.000201195 5.14108e-05 0.000360149 0.00152526 0.000405843 -0.00109606 -0.000620922 5.95167e-05 0.00107247 0.00203936
internal_weight=0 0.0134132 0.0122272 0.011178 0.00510974 0.00397493 0.00238955 0.00606828 0.00488456 0.0035255 0.00240863
internal_count=3121 2997 2642 2497 841 434 291 1656 371 256 172
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=16
num_cat=0
split_feature=133 3 48 2 457 160 41 48 13 474 16 3 0 52 0
split_gain=0.000308436 0.000272085 0.000263367 0.00024351 0.000163327 0.000173737 0.000245526 0.000190338 0.000214002 0.000196546 0.000167415 0.000260445 0.000214978 0.000144036 0.000118873
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.11548000000000001 -1.0000000180025095e-35 -0.098904999999999979 0.075585000000000013 0.093265000000000015 -0.084034999999999985 0.084145000000000011 0.23311500000000004 -0.13309499999999996 -0.070154999999999981 -1.0000000180025095e-35 -0.084044999999999995
decision_type=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 14 10 11 -10 13 -13 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00075399194460474606 -0.00095505120269862996 0.00051315654348890066 -0.00086782597736906894 0.00043060120602103191 -0.00073782561621753555 1.8650876019232424e-05 -0.00081430709695687494 0.0006527722527212063 -0.00098656284315837436 0.00047578023333370243 0.00018032816023979268 -0.00078158553498924334 0.00039759304382722729 -0.00011613384810394068 0.00076351122095824251
leaf_weight=0.0010978340285250085 0.0010935477606028058 0.0016756621496899207 0.0011911455703277332 0.0019032290543149364 0.0010501229953789127 0.0011017549441764765 0.0010133894054034096 0.0010000901940918705 0.0013997512312560198 0.0010000627107706606 0.0016123327666787354 0.001438551324721868 0.0011015286872772308 0.0018480553946797484 0.0010318509858013311
leaf_count=213 435 149 65 252 286 291 103 107 53 136 179 156 82 519 95
internal_value=0 -9.43347e-05 -0.000151556 -0.000100155 -0.000168895 -0.000121655 -7.00861e-05 -4.69798e-06 -6.71184e-05 -0.000180398 -0.000269074 -0.000394264 -0.000205329 -0.000407403 0.000378879
internal_weight=0 0.0194654 0.0177897 0.0165986 0.0146953 0.0135975 0.0125474 0.011534 0.0105339 0.00840028 0.00740022 0.00578789 0.00438814 0.00328661 0.00213361
internal_count=3121 2686 2537 2472 2220 2007 1721 1618 1511 1125 989 810 757 675 386
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=11
num_cat=0
split_feature=1 376 42 475 43 12 2 0 12 52
split_gain=5.54476e-05 0.000117156 8.67007e-05 8.80921e-05 0.00011099 0.000170548 0.000171558 0.000122333 0.000110038 0.000117519
threshold=0.13686500000000004 0.048375000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.098810000000000023 0.089885000000000007 -0.061629999999999997 0.082480000000000012 -0.012859999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5 9 -8
right_child=-2 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.0030903110025932508 0.0017581958851590591 0.0029357406826342369 -0.0026364093646705864 -0.00014796318884238032 -0.002454791314578209 -0.0040037669786336921 0.0022909247407028469 0.0039965026004381201 0.0037553957826256174 -0.0013616606343012829
leaf_weight=0.0010853668148113156 0.0014645154951606247 0.0010139530971418316 0.0012624259473330525 0.0014475145877264478 0.0017752500245369271 0.001125323796164826 0.0014571929399781469 0.0012308900239298738 0.0010972141886122222 0.0018896944473468236
leaf_count=819 169 141 424 463 490 140 81 78 190 126
internal_value=0 -0.000222517 -0.000481377 -0.000230466 7.25669e-05 -0.00054158 8.48645e-05 0.00175667 0.00109936 0.000228629
internal_weight=0 0.0133848 0.0123709 0.0112855 0.0100231 0.00734468 0.00621935 0.0026784 0.0044441 0.00334689
internal_count=3121 2952 2811 1992 1568 1027 887 541 397 207
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=11
num_cat=0
split_feature=1 4 4 15 47 3 13 48 43 0
split_gain=6.23903e-05 0.000163213 8.8153e-05 0.000151688 0.000148609 0.000191796 0.000129582 0.000109346 7.27393e-05 5.99211e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.064804999999999988 -0.016799999999999995 0.086380000000000012 0.090900000000000009 -0.0062949999999999994 0.086260000000000017 0.070450000000000013 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 6 -6 -4 9 -1 -8
right_child=2 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00078618034832480643 -0.0011817423280744395 -0.0025275800290090011 0.0030843107306543806 0.0024250430773945708 0.00019585002868882829 -0.00354085119697497 0.0022517771076603888 -0.0014986569146783956 0.0014924300159808311 -3.4762293065847242e-05
leaf_weight=0.001400672468371683 0.0016831935041983085 0.0015285724630218316 0.0010087026200060875 0.0016557326329617031 0.0018796931754345905 0.0010038063963353494 0.001138546004271726 0.0011172727688908424 0.0012748246241898187 0.001049034721176189
leaf_count=317 513 1283 303 188 212 57 95 53 36 64
internal_value=0 -0.000728386 0.000266132 0.000541418 0.000108077 -0.00110497 0.00091897 0.000258068 0.000299535 0.00115529
internal_weight=0 0.00420407 0.010536 0.00885279 0.00719706 0.0028835 0.00431356 0.00330485 0.0026755 0.00218758
internal_count=3121 1636 1485 972 784 269 515 212 353 159
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=16
num_cat=0
split_feature=133 3 48 50 2 3 52 3 159 150 13 49 47 4 16
split_gain=0.000305325 0.000231208 0.000281411 0.000254066 0.000231602 0.00015913 0.000204758 0.000185392 0.000158951 0.000194821 0.000186425 0.000162609 0.000157657 0.000160792 0.000267102
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 -0.20241999999999996 0.11434500000000002 0.10542000000000001 0.082585000000000006 0.087170000000000011 0.0076650000000000008 -0.069799999999999987 0.092530000000000015 0.042705000000000007 -0.029084999999999996
decision_type=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 9 10 12 -11 13 14 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=0.00055302981068125901 -0.00087485035834038735 0.00062718153569722831 -0.00079182723783605558 -0.00067744042131869539 0.00068993159176507614 0.00084263595463327943 -0.00069765553608627491 0.00052096680857200534 -0.00059738788829526157 -0.00084982817998920394 -0.00032857113118292639 1.3657417738990085e-05 -0.00017514331288405046 0.0010481485626428568 -0.00030724562090261366
leaf_weight=0.0013763541191273961 0.0010527068377057689 0.0016130491689328999 0.0011911938010999981 0.0012500503730398819 0.0015647291436192293 0.0011069611507708898 0.0011398115217359306 0.001761331090655017 0.0012759117983019439 0.0010582612782009462 0.0014280955684922714 0.0013185274840932237 0.0011285905200807342 0.0010970109371457749 0.0010688460867555013
leaf_count=103 435 149 65 439 233 400 188 57 269 73 118 86 110 117 279
internal_value=0 3.24322e-05 -2.15685e-05 3.37893e-05 9.1806e-05 2.37882e-05 -3.50347e-05 3.21384e-05 -5.8662e-05 2.50989e-05 0.000186517 -0.000370808 0.000353644 0.00053599 0.000277767
internal_weight=0 0.0193787 0.0177657 0.0165745 0.0153244 0.0137597 0.0123833 0.0112435 0.0094822 0.00820629 0.0058295 0.00237679 0.00440141 0.00327282 0.00217581
internal_count=3121 2686 2537 2472 2033 1800 1697 1509 1452 1183 1024 159 906 796 679
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=13
num_cat=0
split_feature=43 3 15 48 1 39 52 42 52 0 16 4
split_gain=5.43859e-05 0.00011685 8.01432e-05 9.00645e-05 0.00019762 8.68618e-05 8.21386e-05 9.15134e-05 0.000130315 0.000116543 0.000112995 1.48464e-05
threshold=0.16180500000000003 0.16158000000000003 0.084050000000000014 -0.032929999999999994 0.13265500000000002 0.056590000000000008 -0.081429999999999989 0.088915000000000008 -0.066844999999999988 -0.10151999999999999 -0.16075999999999999 -0.093124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 10 -10 -11
right_child=-2 -3 -4 4 -6 -7 7 -9 9 11 -12 -13
leaf_value=0.0028098530774434295 -0.0023009734773131434 0.0033564453915871898 -0.0026641844408936597 0.001819741973278401 -0.0041970711435294515 0.0030373470088902754 -0.0033566676559462897 -0.0034391305157683307 9.8182390212524432e-05 -0.00011900665531035807 0.0049114111419472344 -0.0018823076519278135
leaf_weight=0.0011829386605342078 0.0010272349163472855 0.0010968462846423785 0.0011919802594650081 0.0018955789226901779 0.0011436595010229427 0.0010937891648592083 0.0010116558289470961 0.0010132511651272883 0.0010384372919535478 0.001006741438002617 0.001013996062044809 0.0010023086727032702
leaf_count=133 218 147 963 474 109 207 42 206 90 59 57 416
internal_value=0 0.000145827 -0.000133787 0.000130736 -0.000179383 0.000326896 -4.45235e-05 -0.000625141 -6.31063e-05 0.000757271 0.00247614 -0.000998712
internal_weight=0 0.0136912 0.0125943 0.0114024 0.0102194 0.00907576 0.00798197 0.00608639 0.00507314 0.00406148 0.00205243 0.00200905
internal_count=3121 2903 2756 1793 1660 1551 1344 870 664 622 147 475
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=15
num_cat=0
split_feature=133 133 50 3 15 15 159 4 457 4 4 0 0 49
split_gain=0.000280144 0.00024897 0.000178916 0.00021458 0.000194196 0.000213268 0.000275021 0.000194563 0.000199148 0.00031451 0.000190121 0.000105163 0.000156163 9.0758e-05
threshold=0.10622000000000002 0.091410000000000005 0.10647500000000001 -0.15447499999999995 -0.24436499999999997 -0.11713499999999999 0.091005000000000016 -0.27825499999999997 -0.0029299999999999994 0.24564500000000003 0.098655000000000007 -0.060129999999999996 -0.099059999999999995 -0.0020949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -9 10 11 12 13 -10
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.00057627347625385545 -0.00092364877279267686 0.00085662875283280208 -0.00071390267157978005 0.00051844305763030238 -0.00074114192374378216 -0.0006027393905093675 -0.00088574785994519241 -0.00056891391474004076 1.1598999249262671e-05 0.0011606630644052597 -0.00052896856735766681 0.00061251506812996326 -0.000462342805224845 0.00058797987622902573
leaf_weight=0.0019692576584161526 0.0010249230070490242 0.0010825477288191462 0.0011010444513079578 0.0017052570691206857 0.0015336350769921117 0.0012847527478792023 0.0010974516325146866 0.0011273714474954307 0.0018373609430633042 0.0010008918459727401 0.001258327048024338 0.0016489246387071397 0.0011968219530225106 0.0016225223860887325
leaf_count=169 435 168 253 174 180 82 195 127 78 69 60 107 937 87
internal_value=0 2.89637e-05 -1.97747e-05 2.44471e-05 -4.65165e-05 -0.000117313 -3.80772e-05 4.66709e-05 0.000132754 0.000225112 0.000101317 0.000227094 9.06177e-05 0.000281894
internal_weight=0 0.0194662 0.0183836 0.0172826 0.0153133 0.0136081 0.0120744 0.010977 0.00969222 0.00856485 0.00756396 0.00630563 0.00465671 0.00345988
internal_count=3121 2686 2518 2265 2096 1922 1742 1547 1465 1338 1269 1209 1102 165
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=19
num_cat=0
split_feature=124 4 47 14 52 0 1374 158 151 14 48 13 4 160 4 4 16 0
split_gain=0.000228832 0.000211923 0.000203251 0.00022672 0.000189566 0.000270769 0.000188893 0.00020987 0.000199326 0.000188654 0.000207967 0.00022943 0.000198934 0.000137199 0.000117989 0.000228757 0.00015896 6.429e-05
threshold=0.10093000000000002 -0.49405499999999997 0.13148500000000005 0.076175000000000007 0.11434500000000002 -0.080499999999999988 -0.08070999999999999 0.084765000000000021 -0.090369999999999992 -0.10708499999999999 0.088735000000000022 -0.084034999999999985 -0.080924999999999983 -0.064219999999999985 0.053180000000000012 -0.097604999999999983 -0.27167499999999994 -0.13843999999999998
decision_type=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 -3 8 -8 -10 11 12 -11 -13 15 -15 -16 -12
right_child=-2 2 -4 -5 5 -7 7 -9 9 10 17 13 -14 14 16 -17 -18 -19
leaf_value=-0.0006793668624755023 0.00080345682712300683 -0.00054676518652345657 -0.00074127855216337107 -0.00069315487327538242 0.00024744706912969094 -0.0010230967153043995 -0.00038929421918997031 -0.00054019055919424946 -0.00030989134783508622 0.0012870211113654372 0.0012127670418430178 0.00067379402226555444 0.00032052954538346881 0.00021270911821592514 -0.00024600996902969079 -0.00093459611361745235 0.00070207029050285295 0.00061218876624212764
leaf_weight=0.0014878569456158132 0.001007120258840837 0.0010345365129844639 0.0010489243814746354 0.0011696895532329324 0.0010016686433460334 0.0010327397458743661 0.0011933488227637229 0.0010043933789587569 0.0011471410821337078 0.0011031552014947321 0.0010860852207335014 0.0010014588233389935 0.0015565776912754205 0.0011042984010018464 0.0010352231789194782 0.0010074803177861245 0.0011119702342427575 0.0010753033917811185
leaf_count=154 45 56 59 101 229 211 134 244 90 93 49 122 358 59 86 760 86 185
internal_value=0 -4.69194e-05 3.36333e-06 4.7579e-05 0.000100105 -0.000397527 0.000170113 0.00022535 0.000287248 0.000359149 0.000435276 0.000304641 0.000721393 9.39258e-05 -4.2425e-05 -0.000334643 0.000244974 0.000913976
internal_weight=0 0.0202019 0.018714 0.0176651 0.0164954 0.00203441 0.014461 0.0134264 0.012422 0.0112287 0.0100816 0.00792016 0.00265973 0.00526043 0.00425897 0.00211178 0.00214719 0.00216139
internal_count=3121 3076 2922 2863 2762 440 2322 2266 2022 1888 1798 1564 451 1113 991 819 172 234
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=12
num_cat=0
split_feature=1 52 0 0 4 15 4 48 43 4 3
split_gain=6.12079e-05 0.000100531 7.73966e-05 0.000140242 0.000136568 9.56833e-05 0.000170824 9.47953e-05 7.87802e-05 7.3005e-05 3.49775e-05
threshold=0.12337000000000002 0.11434500000000002 -0.076579999999999995 -0.10607499999999999 -0.49405499999999997 -0.095869999999999983 0.0052350000000000009 0.083985000000000018 0.084740000000000024 0.098655000000000007 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 -1 10 -2 -6
right_child=9 -3 4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.0036935200521934445 0.0030681955897138564 -0.0029254732145007293 -0.0020359120368743022 -0.0036430085503152258 0.0046426434362037737 -0.0014928155830562159 0.003313893130341829 0.00057273610555206222 -8.4198268156161118e-05 -0.00015023922501343923 0.001986678196026324
leaf_weight=0.0010721119230793219 0.0012906080939390496 0.001350082291277018 0.0010653300031073787 0.0013053709228213967 0.0010018640120517119 0.0013384969320314206 0.0016929722219600762 0.0010348140734252054 0.0010516797505386866 0.0015909498891985866 0.0010033665469872674
leaf_count=81 98 438 140 1285 88 139 103 84 65 196 404
internal_value=0 -0.000341799 -1.16669e-05 -0.000699974 0.00106427 4.76819e-05 0.00119157 -0.00159815 0.00214469 0.00129125 0.00331367
internal_weight=0 0.0119161 0.010566 0.00644377 0.00412224 0.0051384 0.00303147 0.00210693 0.00305691 0.00288156 0.00200523
internal_count=3121 2827 2389 1692 697 407 242 165 557 294 492
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=16
num_cat=0
split_feature=133 133 132 41 159 1374 457 1 151 16 42 3 4 52 3
split_gain=0.000372513 0.000268834 0.000199259 0.000154227 0.00016183 0.000177305 0.000219629 0.000200173 0.000297866 0.000196819 0.000192905 0.000183705 0.000266441 0.000300943 0.000163926
threshold=0.10622000000000002 0.083950000000000011 0.081240000000000021 0.07831500000000001 0.10519500000000001 -0.08070999999999999 0.045365000000000009 0.12500000000000003 -0.0017399999999999998 -0.29154999999999992 0.085465000000000013 0.10732000000000001 0.053180000000000012 0.077655000000000016 0.11296500000000002
decision_type=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 -7 -10 11 12 13 -11 -9
right_child=-2 -3 -4 -5 -6 6 -8 14 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00063980897898192608 -0.00091343736477632873 0.00059400719168379603 0.00060245175812512067 -0.00066089230449495762 -0.00064157738535195808 -0.00079576025081922711 0.00055599291395133177 0.00064113798302917668 0.00055045564539355309 -0.0013333644896860288 0.00032015857655852593 0.00026883908695474402 0.00012715175123712607 -0.00017107899065755704 -7.5086687409974096e-05
leaf_weight=0.0010137652012645057 0.0011317274922672703 0.0020055726561656008 0.0012232816957256079 0.0010694862242333061 0.0010509839086382628 0.0015171347167299851 0.0019653814811773371 0.0018189479969441162 0.0013159104239676145 0.0012620908294299358 0.0017642846096518599 0.0011016974004629532 0.0012145618852230575 0.0010608868579600472 0.0015158360085157918
leaf_count=28 435 580 208 98 140 123 124 58 77 336 387 43 64 339 81
internal_value=0 3.40628e-05 -2.53738e-05 -6.88353e-05 -3.06944e-05 1.05923e-05 5.59501e-05 -2.22256e-05 -0.000144186 -1.61292e-05 -0.000132561 -0.000304729 -0.000483355 -0.000802557 0.000315576
internal_weight=0 0.0208998 0.0188942 0.017671 0.0166015 0.0155505 0.0145367 0.0125714 0.00923657 0.00771943 0.00640352 0.00463924 0.00353754 0.00232298 0.00333478
internal_count=3121 2686 2106 1898 1800 1660 1632 1508 1369 1246 1169 782 739 675 139
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=12
num_cat=0
split_feature=484 15 160 11 160 52 13 2 4 0 1
split_gain=5.94541e-05 9.68973e-05 8.19875e-05 7.54306e-05 8.53868e-05 0.000185585 0.000166602 9.49109e-05 0.000117144 0.000119799 8.88127e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.090980000000000019 0.078340000000000007 -0.082869999999999985 0.10744000000000002 -0.084034999999999985 0.093175000000000022 0.098655000000000007 -0.10151999999999999 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 10 8 9 -8 -6
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0022300359465261032 0.0023263875895465375 -0.002092050492609339 -0.0024339089530722143 -0.0022374679879445703 0.00064313253234521059 0.0045205041348790999 0.0037271085534589248 -0.0023812911170242187 -0.0021880696677294472 -0.0005032832830130069 0.0044968145945629848
leaf_weight=0.0010188041110189604 0.001610083993488969 0.0011116632355782649 0.0012614788382463464 0.0010983304619007215 0.0011587138242183997 0.001007535440250118 0.0011056046444374353 0.0019135396766550607 0.0012044534649879868 0.0013166539913121297 0.0010004349596288153
leaf_count=503 232 417 162 157 201 117 41 355 40 740 156
internal_value=0 0.000141908 -0.000146898 0.000117372 0.00038079 0.000696511 0.000196108 -0.000673988 0.000226825 0.00142762 0.00242872
internal_weight=0 0.0137885 0.0121784 0.0109169 0.0098186 0.00870694 0.0076994 0.00554025 0.00362671 0.00242226 0.00215915
internal_count=3121 2618 2386 2224 2067 1650 1533 1176 821 781 357
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=13
num_cat=0
split_feature=1 0 3 16 133 48 2 160 3 16 0 13
split_gain=5.69739e-05 7.67047e-05 0.000151851 0.000111707 9.50153e-05 6.97195e-05 0.000131422 7.73724e-05 0.000135222 0.000182484 9.01953e-05 4.37967e-05
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 1.0000000180025095e-35 0.12879500000000002 0.11510000000000002 -1.0000000180025095e-35 -0.13309499999999996 -0.056919999999999991 -0.11756999999999999 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 7 -2 -9 10 -10 -3
right_child=5 4 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0010318715721919279 -0.0020730809215966156 0.00018648502665787319 0.0013251204662204973 -0.0052676152425268812 -0.0016821910658355399 -0.0017735752126629754 0.0032852478712268539 -0.0022821820412607906 0.0014593869673757592 -0.0010693811707987774 0.0054573486924339781 0.0029516786139585035
leaf_weight=0.0011517216019596632 0.0011077723479778617 0.0010066802186828325 0.0010188879027657194 0.0010860389477237711 0.0012883643794909527 0.0010419203948952571 0.001553919671053984 0.0010258186650009549 0.0010224897591371018 0.0013370858163457566 0.001004079320672948 0.0010511617657300576
leaf_count=653 140 117 48 1229 93 77 249 97 76 191 113 38
internal_value=0 -0.000671826 -0.001707 -0.00308758 0.000335648 0.000514198 0.000852252 0.000164511 0.000729213 0.0016476 0.00344021 0.00159897
internal_weight=0 0.00660285 0.00325665 0.00223776 0.00334621 0.00809309 0.00705117 0.00549725 0.00438947 0.00336365 0.00202657 0.00205784
internal_count=3121 2178 1930 1882 248 943 866 617 477 380 189 155
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=17
num_cat=0
split_feature=133 14 3 48 132 0 151 150 1 4 1 0 2 43 43 1
split_gain=0.000349989 0.00029604 0.000221715 0.000260756 0.000223199 0.000190616 0.000218145 0.000323612 0.000238866 0.000261648 0.00021078 0.000203246 0.000113665 0.000177242 0.000104763 7.08762e-05
threshold=0.10622000000000002 0.076175000000000007 0.16158000000000003 0.12649500000000002 0.081240000000000021 -0.23091999999999999 -0.055494999999999996 0.083095000000000016 0.111945 -0.0029599999999999995 0.080585000000000004 -0.097024999999999986 0.086950000000000013 0.07827000000000002 -0.076124999999999984 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 8 9 10 12 -7 -8 -14 -10 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 14 15 -12 -13 13 -15 -16 -17
leaf_value=0.00057130927914008246 -0.00093939618282515541 -0.00076110463410890132 0.00067549430848927135 -0.00070949184661459031 0.00077864503406039817 0.0008851349216201426 0.00067319963964785614 -0.0010018193262280152 -2.0084038951311336e-05 -0.00086875743900827857 -0.00060409427685582842 -9.1117589510804919e-05 -0.00033031149073119311 0.00057298806233946646 0.00060031383624493527 -0.00031305348053518883
leaf_weight=0.0016486897804490691 0.0010836160439466431 0.00122859735389269 0.0016362928014720382 0.0012367227395095872 0.0012115331154791123 0.0012784997554387001 0.001112123672174288 0.0010706843865907695 0.0012825072479265981 0.0014746537627465684 0.001115667214837468 0.0011208516225371867 0.0015191418766739573 0.0010147160482160064 0.0018793308003183119 0.0011394853452573739
leaf_count=70 435 87 145 63 179 72 342 96 91 350 365 290 313 73 106 44
internal_value=0 3.59502e-05 8.55558e-05 3.22372e-05 8.66194e-05 3.30685e-05 -3.0282e-05 -0.000125229 -3.61621e-05 -0.00020113 3.24138e-05 0.000429081 0.000227185 3.14265e-05 0.000348668 -0.00062653
internal_weight=0 0.0209695 0.0197409 0.0181046 0.0168679 0.0156564 0.0140077 0.0116083 0.0105376 0.00737579 0.00476165 0.00239935 0.00364598 0.00253386 0.00316184 0.00261414
internal_count=3121 2686 2599 2454 2391 2212 2142 1780 1684 1487 1093 362 728 386 197 394
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=12
num_cat=0
split_feature=1 376 132 0 47 457 1 13 16 1 0
split_gain=5.6153e-05 0.000102591 8.37698e-05 0.00011434 0.000145506 0.000121819 0.000157138 0.000190417 8.28876e-05 6.69954e-05 6.07416e-05
threshold=0.13686500000000004 0.048375000000000008 0.081240000000000021 0.0059850000000000016 0.086380000000000012 0.045365000000000009 0.111945 -0.084034999999999985 0.042200000000000008 0.087135000000000004 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -5 -9 -6
right_child=-2 -3 -4 8 10 -7 -8 9 -10 -11 -12
leaf_value=0.0014111527972429411 0.0015929702405236442 0.0024457235362397552 0.0018728037936083996 -0.0040615696102137564 -0.0036034289530676934 0.0026383994229133251 0.0022177091685834233 -0.0010508782232188155 -0.00085024513645544407 -0.0040526412437683025 -0.00078468090187373547
leaf_weight=0.0013465581248278489 0.0014404438664336874 0.0010042848694764737 0.001081767050104627 0.0010736658187110457 0.0010151956351025504 0.0014854329717629844 0.0014528860447483305 0.0010066867709839829 0.0013193148384699205 0.0012006956889906162 0.0012641044328313596
leaf_count=536 169 141 280 54 57 184 112 880 156 303 249
internal_value=0 -0.000191155 -0.000407398 -0.000628334 -0.000174719 0.000480195 -0.000160105 -0.00113218 -0.00229108 -0.00268367 -0.00204015
internal_weight=0 0.0132506 0.0122463 0.0111645 0.00877156 0.00649226 0.00500683 0.00355394 0.00239298 0.00220738 0.0022793
internal_count=3121 2952 2811 2531 2321 2015 1831 1719 210 1183 306
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=18
num_cat=0
split_feature=38 124 124 484 16 3 52 160 457 43 151 133 160 0 52 16 16
split_gain=0.000284909 0.00027441 0.000252062 0.000279555 0.000239926 0.00058243 0.000205248 0.000201405 0.000263451 0.000179643 0.000250622 0.000286458 0.000320255 0.000268244 0.000266836 0.00016025 0.000131475
threshold=0.084835000000000008 -0.043384999999999993 0.10195500000000002 -0.0068949999999999992 0.25792000000000009 -0.073884999999999992 -0.090859999999999982 0.090980000000000019 0.045365000000000009 -0.090299999999999991 -0.0077149999999999988 -1.0000000180025095e-35 -0.078059999999999977 -0.14116499999999996 0.08257500000000001 -0.14035499999999998 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 9 15 -11 -12 -13 -14 16 -8 -15
right_child=-2 2 -4 4 5 -7 7 -9 -10 10 11 12 13 14 -16 -17 -18
leaf_value=0.00074828068225136167 -0.00090860145544662007 -0.00090449555286800708 0.00082763544525489444 0.00068791305808689484 0.00033252875650971198 -0.0014879397249214473 5.4508558639152245e-05 -0.00065768914933808859 0.00080614678141298921 -0.00070722622092607304 -0.00058158621573286445 -0.00051963827636968452 0.0013164675632321261 0.00041061247566765211 0.00098815184919215241 -0.00088726175204920609 -0.00039644036786840633
leaf_weight=0.0015252128724484995 0.0010116498167391788 0.0011347672108362973 0.0010055319962114775 0.001465475519203229 0.0010921849965490303 0.0010401415814382938 0.0010002869698042538 0.0012712239856255405 0.001314679939296238 0.0010175819373486918 0.0011362802015786443 0.0010049333275058796 0.0010993372876839658 0.0012088683498245253 0.001260195750547366 0.0012106434358541808 0.0012391941185423434
leaf_count=232 57 486 41 164 213 105 44 85 126 101 635 216 27 47 150 220 172
internal_value=0 3.84377e-05 -2.00803e-05 -6.88009e-05 -1.08389e-05 -0.00055549 7.0783e-05 -7.59598e-08 7.2668e-05 -2.20809e-05 9.97828e-05 0.000217961 0.000374263 0.000561116 0.000337187 -0.000461178 2.08731e-06
internal_weight=0 0.0200265 0.0185013 0.0174958 0.016361 0.00213233 0.0142287 0.0127632 0.011492 0.0101773 0.00796639 0.00694881 0.00581253 0.0048076 0.00370826 0.00221093 0.00244806
internal_count=3121 3064 2832 2791 2305 318 1987 1823 1738 1612 1348 1247 612 396 369 264 219
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=16
num_cat=0
split_feature=133 133 15 132 1 1374 457 151 133 160 1 0 52 48 52
split_gain=0.000268151 0.000230916 0.000238115 0.000246645 0.000165425 0.000159756 0.000383664 0.000149722 0.000198974 0.000406197 0.000209335 0.000249971 0.000196318 0.000154029 0.000111827
threshold=0.10622000000000002 0.083950000000000011 0.079055000000000014 0.081240000000000021 0.089370000000000019 -0.08070999999999999 0.045365000000000009 -0.0017399999999999998 -0.038089999999999992 -1.0000000180025095e-35 0.095285000000000022 -0.053834999999999994 0.091275000000000009 0.081805000000000017 -0.013374999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 -7 -9 14 12 13 -11 -12 -10
right_child=-2 -3 4 -5 -6 6 -8 8 9 10 11 -13 -14 -15 -16
leaf_value=-0.00061454059185215204 -0.00079655727319719158 0.00058606043332618863 -0.00094863620862771622 0.00081665894474097919 -4.2585512269000134e-05 -0.00050673642820940157 0.00075278703916934039 -0.00067284273271738448 -0.00015303928533496371 -0.00065739003405655412 0.0010717774998207936 -3.5459247155363891e-05 0.00033761528115326455 0.00032978567020578532 -0.00085656658792915286
leaf_weight=0.0010540547969668532 0.0010776608843588538 0.0019108368468590429 0.0011534226434606496 0.0010701595576259873 0.001024030335762538 0.00171512025426765 0.0018078339816013098 0.0010151549173820123 0.0013001625595779609 0.0010025906560238414 0.0018092350692646697 0.001600992947735129 0.0011415592639384409 0.0012901552361057611 0.0011427500594240218
leaf_count=31 435 580 631 147 156 161 131 222 103 109 76 140 22 43 134
internal_value=0 4.35838e-05 -1.36001e-05 5.58789e-05 -0.000522531 1.16269e-06 4.81037e-05 -5.79023e-05 1.68171e-05 9.21997e-05 0.000297189 0.000490982 -0.000127643 0.000762915 -0.000482137
internal_weight=0 0.0200381 0.0181272 0.0159498 0.00217745 0.0148796 0.0138256 0.0120177 0.0103026 0.00928745 0.00684453 0.00470038 0.00214415 0.00309939 0.00244291
internal_count=3121 2686 2106 1319 787 1172 1141 1010 849 627 390 259 131 119 237
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=17
num_cat=0
split_feature=133 14 133 3 157 457 1 16 14 0 47 160 47 43 11 2
split_gain=0.00033341 0.000319402 0.000295103 0.000209054 0.000231433 0.000199754 0.000204314 0.000281311 0.000203867 0.000373891 0.000283801 0.000209792 0.000430099 0.000168879 0.000249143 5.97779e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.12018999999999998 -0.077234999999999984 -0.0029299999999999994 0.077565000000000009 0.19444000000000003 -1.0000000180025095e-35 -0.10607499999999999 0.092165000000000011 0.088020000000000015 0.09585500000000001 0.084740000000000024 0.088215000000000002 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -5 -6 7 -7 -8 11 -11 12 -10 14 15 -1
right_child=-2 -3 -4 4 5 6 8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00060321503028275031 -0.00094148465087883686 -0.00084284486790239712 0.00071915333035205522 0.00062782931280745973 -0.00083671971921691637 -0.0011713409317648251 -0.00059611191610264619 8.209391250327604e-05 0.0012340660421909719 -0.00085703900652993055 0.00017349076016452531 -0.00012025194695757255 -0.00010936772800608223 -0.00019004935278393558 -0.00010868411027063113 0.0011859206619383911
leaf_weight=0.0010017289877302079 0.0010669880754663142 0.0011350579462090496 0.0019465865176453738 0.0011885745592943578 0.0011548556680114697 0.0010840434046704003 0.0012986653031902273 0.0010057797118793923 0.0018154098505649974 0.0014616862139990305 0.0016663677784205522 0.0012263576166724466 0.0011244719617709009 0.0012506760959638541 0.0010881846856563016 0.0010513861522527534
leaf_count=56 435 87 573 176 96 692 89 72 119 353 110 29 44 37 78 75
internal_value=0 3.72297e-05 8.88149e-05 1.83708e-05 -9.02161e-05 -0.000162312 -8.94061e-05 -0.000568094 2.70117e-05 0.000137952 -0.000308058 0.00047282 0.000720218 0.00034043 0.000551635 0.000901615
internal_weight=0 0.0204998 0.0193648 0.0174182 0.0130262 0.0118376 0.0106828 0.00208982 0.00859296 0.00729429 0.00312805 0.00416624 0.00293988 0.00439198 0.0031413 0.00205312
internal_count=3121 2686 2599 2026 1780 1604 1508 764 744 655 463 192 163 246 209 131
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=15
num_cat=0
split_feature=14 38 124 147 48 48 150 52 133 13 4 16 47 52
split_gain=0.000229536 0.000210811 0.000242263 0.000182871 0.000205576 0.000222196 0.00017713 0.000167709 0.000202072 0.000232631 0.00016042 9.40634e-05 8.16061e-05 6.8452e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.089025000000000007 0.12649500000000002 0.093265000000000015 0.08882000000000001 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 -0.031404999999999995 -0.074319999999999983 0.083310000000000009 0.08257500000000001
decision_type=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 13 -11 -12 -13 -10
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 11 12 -14 -15
leaf_value=0.0007385756534652371 -0.00069681885860617258 -0.00063576221050323442 -0.00045455862424586749 0.00066557686910300763 -0.00062480284654619982 0.00053172658291288761 -0.00060005035770080873 -0.00048710346882081736 0.00036330396775420478 -0.00033365565731333953 -0.00014242576111610575 0.00063756725023831468 8.6221828224414398e-05 0.0009017336276123533
leaf_weight=0.0012477394069822746 0.0010642926222461649 0.0010356279457088826 0.0013475146516191529 0.001017470353853688 0.0012026036060855958 0.0019062318727858076 0.0012001277629906668 0.0013311975915283715 0.0012252300730644936 0.0019490363156960582 0.0012155631567564232 0.0013699778486640311 0.0012071077993266455 0.0010464258974067775
leaf_count=223 101 62 646 98 75 215 161 371 246 536 106 187 55 39
internal_value=0 4.17596e-05 8.23974e-05 3.12852e-05 -1.17367e-05 4.16952e-05 -3.68533e-05 2.63626e-05 9.93821e-05 0.000192532 2.68384e-05 0.000212096 0.000379317 0.000611329
internal_weight=0 0.0183019 0.0172662 0.0160185 0.015001 0.0137984 0.0118922 0.0106921 0.00936086 0.00801334 0.00574169 0.00379265 0.00257709 0.00227166
internal_count=3121 3020 2958 2735 2637 2562 2347 2186 1815 1169 884 348 242 285
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=11
num_cat=0
split_feature=4 12 4 49 160 16 160 52 151 12
split_gain=6.38142e-05 0.000119072 9.9698e-05 9.50465e-05 8.0935e-05 0.000125997 0.000139184 0.000291784 7.87893e-05 0.000112737
threshold=0.24564500000000003 0.098810000000000023 0.09173000000000002 0.0093850000000000027 0.086870000000000017 -0.056919999999999991 -0.027994999999999996 0.091275000000000009 -0.00099499999999999979 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -2 -10
right_child=8 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=0.0021550692014479693 -0.00087327305581770163 -0.0025348237461901616 -0.0024350931226213724 0.0023216891360332299 -0.0018514088991856631 0.0015429897301246873 -0.0041647399995520962 0.001610440594604842 0.0033503305556768265 4.9388635315269294e-05
leaf_weight=0.0018018092790804303 0.0012298040552289891 0.001460954091189382 0.0010234987789924386 0.0013222970352330717 0.0014159382955836047 0.0014442902605666698 0.0013891187814536136 0.0010415192726062061 0.0013496269493608283 0.0014714737022272217
leaf_count=813 98 404 97 414 202 359 354 52 251 77
internal_value=0 -0.000343464 -4.26953e-06 0.000291387 -8.71245e-05 0.000352938 -0.000485038 -0.0016901 0.000869044 0.00162857
internal_weight=0 0.0108994 0.00943847 0.00841497 0.00709268 0.00567674 0.00387493 0.00243064 0.0040509 0.0028211
internal_count=3121 2695 2291 2194 1780 1578 765 406 426 328
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=11
num_cat=0
split_feature=2 14 4 49 52 3 1 43 52 0
split_gain=6.29679e-05 7.14593e-05 0.000142693 0.000120759 0.000167854 0.000178379 0.00017881 0.000142313 0.000184005 8.54701e-05
threshold=-1.0000000180025095e-35 -0.10708499999999999 0.36766000000000004 0.065470000000000014 0.11434500000000002 0.090900000000000009 0.11212500000000002 -0.074359999999999996 -1.0000000180025095e-35 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 9 -9 -3
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.0017421933239025929 -0.0028645250067592179 0.0014492033647998883 0.0034682242123308549 0.0025008720703627247 -0.0046503583090597303 0.0034631134113260733 -0.0017541219229770331 -0.0061916027238555224 -0.00063369286435308416 -0.0022203624107468068
leaf_weight=0.0018700905433439814 0.0010287406144618453 0.0018303249538089601 0.0011022625878605039 0.0013208404969587842 0.0010626066879924909 0.0019951889036045056 0.0010570914595560144 0.0011747498897668983 0.0013427211125622788 0.0010510260259986078
leaf_count=199 119 545 156 543 324 101 56 292 717 69
internal_value=0 -0.000270911 -4.73878e-05 -0.000405052 -0.000808497 -0.000325437 0.00165624 -0.0014458 -0.00322723 0.000110661
internal_weight=0 0.0129656 0.0119368 0.0108345 0.00951371 0.0084511 0.00305228 0.00539882 0.00251747 0.00288135
internal_count=3121 2922 2803 2647 2104 1780 157 1623 1009 614
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=14
num_cat=0
split_feature=133 14 133 3 457 1 11 2 14 0 47 48 47
split_gain=0.000304724 0.000277631 0.000229263 0.000180844 0.000243447 0.000189913 0.000178328 0.000377014 0.000163511 0.000306108 0.000222383 0.000383699 0.00021695
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.12018999999999998 -0.0029299999999999994 1.0000000180025095e-35 0.088215000000000002 0.10467500000000002 -0.10708499999999999 -0.10607499999999999 0.09585500000000001 0.086425000000000016 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 -7 10 11 -10 -11
right_child=-2 -3 -4 4 5 8 -8 -9 9 12 -12 -13 -14
leaf_value=9.5373464555419249e-05 -0.00091237552416880601 -0.00078788812443854632 0.00065663580855103453 -0.00082090509665712298 -0.00049220641356400305 -0.00053712631845155546 -0.00026217614902260727 0.0013420533630098994 0.0012491390681248396 -0.00065622109825616863 -0.00019243497148318473 0.0001210224640666309 0.00018857618302028955
leaf_weight=0.0019306028387582287 0.0010118868602614515 0.0010938550001493566 0.0017459313157626227 0.001140975830678675 0.0018747916853885877 0.0010190691838358199 0.0010709338698582371 0.0010482332991696985 0.0016615502609990665 0.0015808882296275565 0.001093512334612079 0.0017168880963964739 0.0018448805358660253
leaf_count=98 435 87 573 116 803 95 86 62 113 413 45 57 138
internal_value=0 3.0353e-05 8.08394e-05 1.79387e-05 -8.57686e-05 -8.04384e-06 0.00032351 0.000534072 9.37533e-05 0.000175158 0.000463525 0.000675842 -0.000201272
internal_weight=0 0.0188221 0.0177283 0.0159823 0.0119326 0.0107916 0.00404977 0.00297884 0.00891679 0.00789772 0.00447195 0.00337844 0.00342577
internal_count=3121 2686 2599 2026 1780 1664 246 160 861 766 215 170 551
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=11
num_cat=0
split_feature=1 42 3 3 15 47 49 52 13 52
split_gain=5.74101e-05 9.99612e-05 9.16954e-05 8.46448e-05 0.000177941 0.000123946 9.10137e-05 0.000110517 0.000216021 7.12283e-05
threshold=0.12500000000000003 0.092620000000000022 0.11296500000000002 -0.083924999999999986 -0.03241999999999999 0.090280000000000013 -0.069799999999999987 -0.07167999999999998 -0.084319999999999992 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 -5 -8 -9 -6
right_child=2 -3 -4 5 9 -7 7 8 -10 -11
leaf_value=0.0040858953287525365 0.0025933736402967687 -0.0024661105434314648 -0.00089109798422609275 -0.0021693574223500748 -0.0016255242777219324 -0.0033231975508200701 -0.0017289052689850295 -0.0011157489046514559 0.0038005839786650428 0.0015541102594698025
leaf_weight=0.0012126107282823175 0.0016337576890134943 0.001583787754043337 0.0010841085308582743 0.001290780632007691 0.0014117905321465738 0.0011736645077418464 0.0012198566723443634 0.0014117305573579054 0.0016997630150605578 0.0010676985512166962
leaf_count=232 149 548 130 165 457 151 251 288 424 326
internal_value=0 -0.000290872 0.00120348 3.76126e-05 0.0011698 -0.000577496 -4.30903e-06 0.000640895 0.00156997 -0.000256334
internal_weight=0 0.0120717 0.00271787 0.0104879 0.0036921 0.0067958 0.00562213 0.00433135 0.00311149 0.00247949
internal_count=3121 2842 279 2294 1015 1279 1128 963 712 783
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=10
num_cat=0
split_feature=49 15 49 42 14 0 13 16 12
split_gain=5.34398e-05 0.000157106 0.00011719 0.000128596 7.95232e-05 9.1267e-05 0.000103652 0.000161723 0.000226093
threshold=-0.043469999999999995 -0.036009999999999993 -0.0020949999999999996 0.091465000000000005 -0.10708499999999999 -0.13027499999999997 0.11217000000000001 -0.056919999999999991 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 7 -7 -9
right_child=2 -3 3 -5 5 6 -8 8 -10
leaf_value=0.0027461122484709454 -0.0033561759058836739 -0.0011295256716532648 -0.0020000685451798451 -0.0024942733875619916 0.0025637397236805432 0.0015741937659969547 0.0024240764818578525 -0.0048342260497652376 0.00076377830733284321
leaf_weight=0.0019616760349843096 0.001007328387250349 0.001671618131010826 0.0010324443790417368 0.0015488210882385551 0.0018133244534816219 0.001816273440239889 0.0013405977651561596 0.0012611682761430555 0.0012294698402895718
leaf_count=243 215 182 97 611 194 822 108 439 210
internal_value=0 0.000962996 -0.000335662 -3.26728e-05 0.000416221 0.000750592 0.000168419 -0.000533692 -0.00207085
internal_weight=0 0.00363329 0.0110494 0.0100421 0.00849328 0.00746083 0.00564751 0.00430691 0.00249064
internal_count=3121 425 2696 2481 1870 1773 1579 1471 649
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=11
num_cat=0
split_feature=1 3 15 3 3 3 15 42 2 43
split_gain=5.44613e-05 9.05501e-05 0.000127945 7.21564e-05 0.000156594 0.000140375 0.000119721 0.000105423 7.07217e-05 2.01205e-06
threshold=0.094385000000000011 -0.12018999999999998 -0.008624999999999999 0.11296500000000002 0.13524500000000003 -0.077774999999999983 -0.053579999999999996 1.0000000180025095e-35 0.090790000000000023 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 -5 7 -7 -2 -4 -1
right_child=3 2 8 4 -6 6 -8 -9 -10 -11
leaf_value=0.00060529693754638424 0.0010407065910617887 -0.0028249078674194902 0.0015787697797481784 -0.0026938387806902772 0.0012869008714315804 0.0035359158953703952 0.00031768737824278961 -0.0021940534817684542 -0.0010478586719946728 0.0011067549873644555
leaf_weight=0.001002284855618929 0.0013980696772217804 0.0017772771700905405 0.0010050364747269747 0.001235611297694561 0.0012490987458118608 0.0016451146180173383 0.0013013713357042378 0.0011577160460517488 0.0017953287005773935 0.0010095440555738531
leaf_count=92 158 891 795 57 171 284 154 119 318 82
internal_value=0 -0.000544987 -0.00116112 0.000428727 -0.000692665 0.000935124 0.00211452 -0.00042457 -0.000105175 0.000856931
internal_weight=0 0.00658947 0.00457764 0.00798698 0.00248471 0.00550227 0.00294649 0.00255579 0.00280037 0.00201183
internal_count=3121 2178 2004 943 228 715 438 277 1113 174
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=18
num_cat=0
split_feature=133 133 14 132 42 47 50 15 159 43 47 1 4 150 49 3 2
split_gain=0.000395565 0.000299941 0.000225274 0.00026847 0.000297923 0.000510106 0.000275644 0.000270066 0.00027116 0.000343127 0.000255299 0.000298235 0.000331997 0.000319131 0.000224728 0.000172172 1.95574e-05
threshold=0.10622000000000002 0.091580000000000009 0.076175000000000007 0.081240000000000021 -1.0000000180025095e-35 0.10699500000000002 0.10647500000000001 -0.24436499999999997 0.091005000000000016 -0.074359999999999996 0.092530000000000015 0.077565000000000009 0.0061450000000000003 0.11456000000000001 -0.006494999999999999 -0.077774999999999983 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 9 15 11 -11 14 16 -13 -9 -14
right_child=-2 -3 -4 -5 6 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 -18
leaf_value=-0.0011339032486233466 -0.00094362283550283215 0.00087728749197891077 -0.00070354540455500449 0.00076818043302660918 0.00079844450986379142 0.00032882725897203605 -0.0007122646738669297 0.00026991783880325965 -0.00070147527144622749 -0.00057152908688695996 -0.00067583578032437105 -0.00060102937549382884 0.0011416322150334325 -7.8645343750761502e-05 0.00036336971051694568 0.0010445743381521755 0.00082459092330175096
leaf_weight=0.001486231173052621 0.0011262723738431476 0.0010393910751961581 0.0011393220562758702 0.0012032300516953689 0.001401832809321075 0.0010545558896744717 0.0010868399944683896 0.0018011165613919106 0.0011194658871184213 0.0014383165236796728 0.0013654194952779086 0.0014470842549449978 0.0010003242021205949 0.001154659713474615 0.001100697180268089 0.0012628023752986875 0.0010134659335492291
leaf_count=581 435 160 86 198 144 26 181 321 148 259 81 74 19 44 203 134 27
internal_value=0 3.4739e-05 -8.88345e-06 3.29122e-05 -1.69782e-05 -0.000526796 6.82861e-05 0.000128429 5.44924e-05 0.000127549 -3.84662e-05 8.31735e-05 0.00024791 0.000595524 -0.000184388 0.000589195 0.000982077
internal_weight=0 0.0211148 0.0200754 0.018936 0.0177328 0.00254079 0.015192 0.0141052 0.0127034 0.0115839 0.00851997 0.00715455 0.00571623 0.00316845 0.00254778 0.00306392 0.00201379
internal_count=3121 2686 2526 2440 2242 607 1635 1454 1310 1162 707 626 367 90 277 455 46
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 2 2 0 0 16 3
split_gain=5.33805e-05 7.76652e-05 8.87906e-05 7.72875e-05 7.2345e-05 0.00010388 0.00010219 0.000172718 0.000184423 0.000204788 8.06559e-06
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.086285000000000014 0.11093500000000002 0.15398500000000004 -0.060129999999999996 0.26676500000000009 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6 -10 -7
right_child=1 2 3 -5 6 10 -8 -9 9 -11 -12
leaf_value=-0.0022116962346792756 0.0022104877815813601 -0.0026554003399668165 0.0041042397020121767 -0.0022368771345415428 -0.0026889428836474436 -0.00025229430550052572 0.0022601176113413116 -0.0044482929470014629 0.0040664591138431499 -0.0014478714077872815 0.000983438432769667
leaf_weight=0.0010006129248182243 0.0015687149925709713 0.001208858259259077 0.0011092741971368038 0.0011651231281260893 0.0014722528638287267 0.0010352936885626718 0.0013582393106967364 0.0010037559722095857 0.001499316273262827 0.0011614136217055204 0.0010179382931504444
leaf_count=503 232 187 68 135 1318 109 217 37 105 119 91
internal_value=0 0.000147447 -0.000121542 0.000161484 0.000450833 0.00167355 -0.000144526 -0.000780354 0.000110459 0.00165944 0.000360349
internal_weight=0 0.0136002 0.0120315 0.0108226 0.00965748 0.00316251 0.00649498 0.00513674 0.00413298 0.00266073 0.00205323
internal_count=3121 2618 2386 2199 2064 268 1796 1579 1542 224 200
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=17
num_cat=0
split_feature=14 133 133 157 3 1 457 16 16 13 4 3 2 1 1 16
split_gain=0.000372862 0.000325614 0.000316978 0.000226696 0.000228587 0.000220708 0.00024209 0.00019976 0.00019974 0.000148792 0.000305795 0.000249969 0.000437407 0.00022233 0.000162267 0.000138945
threshold=0.076175000000000007 0.10622000000000002 0.083950000000000011 -0.08107499999999998 -0.13927999999999999 1.0000000180025095e-35 -0.0029299999999999994 0.023255000000000001 0.15273500000000004 -0.094514999999999988 -0.0096849999999999974 0.11296500000000002 0.090675000000000019 0.13075500000000004 0.096255000000000021 -0.51370499999999997
decision_type=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 15 -6 -8 -11 12 13 14 -12 -5
right_child=-2 -3 -4 4 5 6 9 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0005434331684754755 -0.00074345559462503602 -0.0007515761682419809 0.00062497392559009981 0.00042754216943668413 -0.00087153366720026841 -0.00066799108331188955 0.00048641739398358729 0.00083053411118881484 -0.0001044575274867868 -0.00067805046466900274 0.00016679369295933945 -0.00039025052485554257 0.0010463741832343844 0.00053443362210485413 -0.00058897868754642744 -0.00031036238469560697
leaf_weight=0.0014875038093497784 0.0013591063355650182 0.00103279010813571 0.001902786446399597 0.0010328461528104071 0.0013617863568311994 0.0010649585126591967 0.0013654282664088959 0.0010067234539867798 0.0014091712642774999 0.0012267195857973241 0.0010943472453683947 0.0015647336416080293 0.0011213366163249291 0.001149178809857522 0.0012320702657244165 0.001049654074182887
leaf_count=178 101 421 573 32 713 77 157 82 99 296 82 56 95 21 74 64
internal_value=0 2.95469e-05 7.18526e-05 1.05428e-05 -4.0014e-05 -0.000125444 -2.49793e-05 0.000308145 -0.000481437 5.32473e-05 -2.68058e-05 0.00010285 0.000270695 2.04359e-05 -0.000233463 5.56121e-05
internal_weight=0 0.020102 0.0190692 0.0171665 0.015679 0.0125897 0.00981877 0.00308922 0.00277096 0.00875381 0.00738839 0.00616167 0.00459693 0.0034756 0.00232642 0.0020825
internal_count=3121 3020 2599 2026 1848 1670 858 178 812 781 624 328 272 177 156 96
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=11
num_cat=0
split_feature=150 151 151 4 43 43 1 43 16 16
split_gain=5.59116e-05 0.000162203 0.00012928 0.000136513 8.37693e-05 0.000156224 0.000167612 0.000131451 9.87903e-05 6.49352e-05
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.40473500000000007 -0.074359999999999996 0.05259500000000001 0.095285000000000022 -0.090869999999999992 0.15891500000000003 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 8 -4 -7
right_child=1 -3 3 -5 5 9 -8 -9 -10 -11
leaf_value=-0.0031229123068999541 0.0030301508893630061 -0.0007498747422612313 -0.0023178546525994001 0.0026336257157070562 -0.0049793982989197287 -0.00079507330250878916 -0.00071283881983392528 0.0031007459227660244 0.0011869133238285856 0.0022738377055670903
leaf_weight=0.0011309848558797653 0.0015794555257989951 0.0019359500291058632 0.0011936739299506713 0.0013097971453042275 0.0011829066850112396 0.0010942924854273062 0.0017481615008571039 0.0011260339562167241 0.0012739150403663427 0.0010213656731306898
leaf_count=265 264 156 287 227 857 295 233 399 77 61
internal_value=0 0.000948473 -0.000318522 2.39276e-07 -0.000398958 -0.00112626 -0.00243472 0.000622438 -0.000508487 0.000686489
internal_weight=0 0.00351541 0.0110811 0.00995015 0.00864035 0.00504673 0.00293107 0.00359362 0.00246759 0.00211566
internal_count=3121 420 2701 2436 2209 1446 1090 763 364 356
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=17
num_cat=0
split_feature=124 133 14 50 47 4 12 12 2 150 12 3 2 0 49 16
split_gain=0.000327237 0.000304107 0.000295832 0.000193324 0.000298959 0.000225247 0.000493936 0.000386662 0.000245089 0.000166678 0.000201231 0.000215593 0.000289101 0.000147143 0.000111432 0.00016684
threshold=0.10195500000000002 0.10622000000000002 0.076175000000000007 0.10647500000000001 0.11669500000000001 0.24564500000000003 0.096210000000000004 0.098810000000000023 0.098035000000000011 0.088380000000000014 0.084100000000000022 -0.015584999999999998 0.083215000000000011 -0.17169499999999996 -0.043469999999999995 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 13 8 9 10 11 -1 -13 -7 -10 -16
right_child=-2 -3 -4 -5 -6 6 -8 -9 14 -11 -12 12 -14 -15 15 -17
leaf_value=0.00076946325806215819 0.0008484628039150371 -0.00087049539090903723 -0.00075945767086542165 -0.00060592359887528884 -0.0007330688491109477 0.00048868169148484544 0.0012774605229513433 -0.00085115475084564024 0.00085632570184247759 -0.00056922567372348198 -0.00035928553759885875 0.00047320798495817357 -0.00058256298163750176 -0.00021952458573877505 -0.00020052023336395792 0.00057066299445290489
leaf_weight=0.0012907977927071324 0.0010007395733435112 0.001042431758011368 0.0011907215632886983 0.0010550845232303171 0.0010253721657772488 0.0012555009744411039 0.0011955718557326023 0.0011022258876224123 0.001038901855282548 0.001269696885136451 0.001907842835732268 0.0013583502035300343 0.0011404918048087964 0.0015885101060612609 0.0011147546314334011 0.0016828707790313424
leaf_count=157 42 431 87 268 77 67 55 204 84 129 897 68 89 215 46 205
internal_value=0 -5.72038e-05 -1.30858e-05 3.62164e-05 7.61384e-05 0.000128174 0.00044364 2.11395e-05 0.000110134 -6.26665e-05 5.02213e-05 0.000256382 -8.65447e-06 9.31161e-05 0.000423941 0.000263374
internal_weight=0 0.0202591 0.0192167 0.018026 0.0169709 0.0159455 0.00403958 0.0119059 0.0108037 0.00696718 0.00569748 0.00378964 0.00249884 0.00284401 0.00383653 0.00279763
internal_count=3121 3079 2648 2561 2293 2216 337 1879 1675 1340 1211 314 157 282 335 251
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=15
num_cat=0
split_feature=14 124 133 42 133 13 1 13 157 160 15 3 2 3
split_gain=0.000193283 0.000139561 0.000201972 0.000200476 0.000254924 0.000215429 0.000210742 0.000213595 0.000186797 0.000271278 0.000186795 0.000192463 0.000243995 7.61605e-05
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 -0.093284999999999993 0.083950000000000011 0.10935500000000002 1.0000000180025095e-35 -0.10664 -0.077234999999999984 -1.0000000180025095e-35 -0.036009999999999993 -0.070649999999999977 0.089885000000000007 0.10732000000000001
decision_type=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 -10 11 -11 -13 -14
right_child=-2 -3 -4 4 -6 -7 7 8 9 10 -12 12 13 -15
leaf_value=-0.00059799204681339918 -0.00064408827407783336 0.00060127065612948006 -0.00063559377833596463 -0.00050383812750691111 0.00083605444961614155 0.00057374077600204766 0.00054580776836221949 0.00056506290639164324 -0.00076581884868030434 0.00078889435233891775 -0.00045761649068867967 -0.00064074712583835189 0.0006161953894641964 9.0303961089131022e-06
leaf_weight=0.0010951546738646742 0.0010863280474950878 0.0010412970239981672 0.0011365715435628183 0.0019644604068834526 0.0010876560743460764 0.0016649383142888228 0.0018437408317449879 0.0010682146921686692 0.0013927067314509489 0.0010012265064026499 0.0015313272039751986 0.0010131834221908716 0.001001585627948616 0.0010548917151744774
leaf_count=211 101 71 455 690 486 87 183 136 200 93 257 59 46 46
internal_value=0 4.09904e-05 6.3778e-06 5.27957e-05 0.000101532 4.2512e-05 -3.19921e-05 6.15715e-05 -4.91554e-05 -0.000142955 1.18891e-05 0.000188501 -7.32844e-06 0.000304744
internal_weight=0 0.017897 0.0168557 0.0157191 0.0146239 0.0135363 0.0118713 0.00990688 0.00806314 0.00699492 0.00560221 0.00407089 0.00306966 0.00205648
internal_count=3121 3020 2949 2494 2283 1797 1710 1020 837 701 501 244 151 92
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=16
num_cat=0
split_feature=1213 38 12 50 48 2 0 3 15 150 15 3 3 13 13
split_gain=0.000252421 0.000200595 0.000334646 0.000213908 0.000214122 0.000250028 0.00016781 0.000173971 0.000339829 0.00030371 0.000148242 0.000305017 0.000216372 0.000246548 0.000135587
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.07415999999999999 0.10647500000000001 0.12649500000000002 0.11474000000000002 -0.23091999999999999 -0.13927999999999999 -0.015744999999999999 0.08882000000000001 -0.016799999999999995 0.095270000000000007 0.10542000000000001 -0.0090849999999999976 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 10 11 14 13 -12 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0010491105892077295 0.00073655319183983138 -0.00086709118811903083 0.00052015676876042026 -0.00093298754250146479 -0.00088979100710601968 0.0005866011123000052 0.00093759381960657382 -0.00054423166489447829 -0.00037400783523272298 -0.00097678547208866718 0.00034994132738278434 -0.0011996135903198906 0.00060137120841559236 -0.0007594579569254942 0.00026192747042016323
leaf_weight=0.0010047907733663859 0.0014186628441540559 0.0011173781857022327 0.0011190127771030208 0.0010619961170112427 0.0010381111685896774 0.0016947439481802282 0.001134068227184315 0.0011643249923938195 0.0013826335221404059 0.0017491361336523523 0.0011834167521631014 0.0010994757428924862 0.0015402336355307966 0.0013554645610978997 0.001513175263453498
leaf_count=491 274 61 55 281 52 247 61 390 138 143 467 33 44 264 120
internal_value=0 -0.000136417 -9.21765e-05 -0.000161189 -0.000109877 -5.56691e-05 -0.000137875 -0.00019862 0.000217022 -0.000307524 -0.000158515 -0.00041204 7.62323e-05 -0.000242348 -8.8635e-05
internal_weight=0 0.0195718 0.0184545 0.0170358 0.0159738 0.0149357 0.0132409 0.0121219 0.0025167 0.00960523 0.00785609 0.00377698 0.00407911 0.00253888 0.0026775
internal_count=3121 2630 2569 2295 2014 1962 1715 1660 199 1461 1318 543 775 731 510
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=12
num_cat=0
split_feature=131 14 2 13 0 133 52 49 16 15 3
split_gain=5.66729e-05 8.44479e-05 0.000105493 0.0002218 0.000140209 0.000140519 0.000123234 0.000163338 0.000200599 0.000111166 9.52819e-05
threshold=0.088610000000000008 -0.10708499999999999 0.10912000000000001 -0.074044999999999986 0.15398500000000004 0.083950000000000011 -0.088204999999999992 -0.047584999999999995 -0.032969999999999992 -0.10091499999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 9 -9 -5
right_child=-2 2 3 10 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0022669394900068007 -0.0020543444620808949 -0.002625310920762243 0.0054122902526250989 0.0021628220553196547 -0.0034244743336107157 0.0036607770014650833 0.0032440782119209336 -0.00047105042169610613 0.002393645470054712 -0.0045452202670138494 -0.0019219858097868575
leaf_weight=0.0012323896836499712 0.0011901896140085232 0.0015231692512046712 0.0010993676131713327 0.0010406487793282078 0.0010749399943482665 0.0010110029867178329 0.00146534944855135 0.0015415500877249844 0.0014205650785666336 0.0010527109083036225 0.0010941626749163547
leaf_count=117 443 259 179 256 41 747 114 133 199 580 53
internal_value=0 0.000145204 0.000386427 0.00188545 -0.000146959 0.000292644 -0.00019358 0.0004823 -0.000525707 -0.00212429 6.92206e-05
internal_weight=0 0.0135559 0.0123235 0.00323418 0.00908929 0.00801435 0.00700334 0.00548018 0.00401483 0.00259426 0.00213481
internal_count=3121 2678 2561 488 2073 2032 1285 1026 912 713 309
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=12
num_cat=0
split_feature=1 12 1 52 2 48 12 12 15 3 47
split_gain=5.59412e-05 0.000109754 8.28073e-05 0.000104368 9.17294e-05 0.000190046 0.000192657 0.000173534 0.000203864 7.38024e-05 5.03702e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 0.11434500000000002 0.092120000000000021 0.095425000000000024 0.090695000000000012 0.084100000000000022 -0.008624999999999999 0.013900000000000001 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 9 8 -1 -6 -4
right_child=-2 -3 10 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0017832384725157901 0.0018042169278809606 -0.003084645551541974 0.0032430656771779798 -0.0031506085196144683 -3.7750510072130328e-05 0.0047840474747368293 0.0033753070349423057 -0.0039588989284087975 0.0035984387171589406 -0.0035114621387320774 0.00023360334213136442
leaf_weight=0.0017230319302093677 0.001455482137662994 0.0011922612879402454 0.0011243586701789781 0.0011307092398375471 0.0012884582229686359 0.0010072714450952841 0.0010804879947105828 0.0013286131925252624 0.0011343225176727624 0.001103282176691589 0.0010406745350970414
leaf_count=216 169 121 170 382 199 104 296 1097 163 99 105
internal_value=0 -0.000232505 5.1789e-05 -0.000333805 3.3744e-05 0.00101418 -7.94288e-05 -0.00101545 0.000353198 -0.00164013 0.0017965
internal_weight=0 0.0131535 0.0119612 0.00979618 0.00866547 0.0044795 0.00347223 0.00418597 0.00285735 0.00239174 0.00216503
internal_count=3121 2952 2831 2556 2174 698 594 1476 379 298 275
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=11
num_cat=0
split_feature=2 11 3 0 0 1 47 49 15 16
split_gain=6.19232e-05 8.77883e-05 9.20992e-05 8.29681e-05 0.000131429 0.000117465 0.000169309 0.000115909 0.000204062 5.99516e-05
threshold=-1.0000000180025095e-35 0.078340000000000007 -0.12018999999999998 -0.053834999999999994 -0.019414999999999998 0.12500000000000003 0.090280000000000013 -0.006494999999999999 -0.074054999999999996 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -4 -9
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=0.001502557579421858 0.0019100327467288518 -0.0026369777251010677 0.0012203119712769575 -0.004223521999564884 -0.00014478482965902628 0.0028111923036947244 -0.0034759317846518038 0.00017068428862990827 -0.0040476297131889294 0.0029435530916433073
leaf_weight=0.0018475720245396373 0.0016894758313545965 0.0011172814081173441 0.0013719414720077643 0.0010127201343567375 0.0016656134316399224 0.0011197254596106926 0.0011167036702367829 0.0011175476217199871 0.0010235025432380491 0.0014006079293974105
leaf_count=199 132 179 130 149 129 126 226 561 247 1043
internal_value=0 -0.00024745 -1.56558e-05 -0.000346678 -0.00168702 0.000155402 -0.000337734 0.000375478 -0.00103052 0.00171296
internal_weight=0 0.0126351 0.0115178 0.00982836 0.00267833 0.00715003 0.0060303 0.0049136 0.00239544 0.00251816
internal_count=3121 2922 2743 2611 278 2333 2207 1981 377 1604
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=14
num_cat=0
split_feature=14 38 124 484 3 15 0 3 0 47 1 0 3
split_gain=0.00019687 0.000179229 0.000383053 0.000230501 0.00017655 0.000246552 0.000200509 0.000231831 0.000146844 0.000211197 0.000181767 0.000216377 0.000166919
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -1.0000000180025095e-35 -0.053834999999999994 0.10542000000000001 -0.075359999999999996 0.092530000000000015 0.094825000000000007 -0.15202999999999997 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 9 10 12 -12 -6
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.00095265501138839788 -0.00069271422811936854 -0.0006479512509500586 -0.00071432284300075642 0.0008323418187129902 -0.00068642060557141265 -3.8890204861882993e-05 -0.00093338377071160064 -6.5407034934888343e-06 0.00068185866038140595 -0.00057756604179599533 1.9334549488384896e-05 0.0009597950589567344 0.00015119229184357559
leaf_weight=0.0012838952629785549 0.0011107513873868094 0.0010223994491156399 0.0011646005870503294 0.0017473035210677779 0.0010212609625557343 0.001897697788587391 0.0013362561007517716 0.0017399885062509002 0.0010335367662734699 0.0013925386351694088 0.0014670394196120151 0.001285533145022652 0.001917082929821845
leaf_count=223 101 62 466 97 1116 131 185 67 300 130 62 125 56
internal_value=0 3.28887e-05 7.31561e-05 2.59455e-06 5.88628e-05 0.000378752 -4.53069e-05 -0.000409142 9.25823e-05 6.60179e-06 0.000149545 0.000458558 -0.000139931
internal_weight=0 0.0183091 0.0172867 0.0160028 0.0148382 0.003645 0.0111932 0.00307624 0.00811699 0.00708346 0.00569092 0.00275257 0.00293834
internal_count=3121 3020 2958 2735 2269 228 2041 252 1789 1489 1359 187 1172
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=15
num_cat=0
split_feature=124 123 133 484 12 3 156 1 15 42 12 15 1 0
split_gain=0.000178031 0.000252834 0.000354874 0.000248015 0.000228875 0.000225235 0.00018937 0.000216517 0.000267091 0.000333081 0.000203328 0.000182801 0.000139894 0.000171421
threshold=0.08919500000000001 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.091255000000000017 0.12873500000000002 1.0000000180025095e-35 0.081660000000000024 0.09334000000000002 -0.0088349999999999974 0.094825000000000007 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 10 -10 11 12 -7 -14
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.00089399956080111803 0.00073821064628664507 0.00066635715175974856 -0.0011376338566722883 -0.00079214451383696489 0.00085739844915440355 -0.00022784575534979157 -0.00074957254487332148 0.00067175913604902173 -0.0011915342169764151 0.00020906833384337132 -0.00038176983521682545 0.00096459507088800494 -6.1966855071149366e-05 0.00094470890417824556
leaf_weight=0.0011070413947724183 0.0010159702919793892 0.0015167814609942818 0.0010964573636075827 0.0011142940091134869 0.0011604198509136384 0.0019027069075729357 0.0010373321211569102 0.001755910655090843 0.0013168358446497275 0.0010354867878783966 0.0018821695232565244 0.0011850593294688936 0.001138394087371708 0.0011720514487310041
leaf_count=417 60 235 447 123 114 348 154 85 415 325 177 96 51 74
internal_value=0 -5.62908e-05 -0.000121133 -5.0626e-05 1.28847e-05 7.89097e-05 6.20909e-06 7.50495e-05 -3.37226e-05 -0.000574992 0.000141164 0.000323493 0.000143166 0.000448703
internal_weight=0 0.0184209 0.0169042 0.0158077 0.0147007 0.0135864 0.0124259 0.0113886 0.0096327 0.00235232 0.00728038 0.00539821 0.00421315 0.00231045
internal_count=3121 3061 2826 2379 1962 1839 1725 1571 1486 740 746 569 473 125
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=11
num_cat=0
split_feature=1 4 4 15 49 3 3 0 15 133
split_gain=6.41541e-05 0.000160255 7.77078e-05 0.000168917 0.000186803 0.000175526 0.000160006 0.000110248 0.000105609 6.35366e-05
threshold=0.077565000000000009 -0.083854999999999985 0.0061450000000000003 -0.016799999999999995 -0.043469999999999995 0.099930000000000005 -0.13309499999999996 -0.14920999999999998 -0.022504999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 4 -4 6 -6 -2 -9 -1
right_child=2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0017505526500680953 -0.0034312447846323109 -0.00351244149948879 0.0036974728546527655 0.0042493701802945602 -0.0022783453868589305 -0.0033239894400752439 0.0024178899807353648 0.002734327045236822 -0.0013260055391519341 -0.0012720175630674844
leaf_weight=0.0014664081150377864 0.0010372322680993196 0.0015411230668350932 0.001178475509754584 0.0012154233916070734 0.0010549678860098943 0.0014982118603053957 0.0018945639046437307 0.0010065270862984537 0.0014753157505224424 0.0011661483073298617
leaf_count=223 87 1283 89 67 61 126 240 260 555 130
internal_value=0 -0.00103732 0.000381855 0.000982131 0.000276315 -0.000630156 0.000738173 -0.000785178 0.000320688 0.000411639
internal_weight=0 0.00417368 0.0103607 0.00684164 0.00562622 0.00444774 0.00294953 0.00351908 0.00248184 0.00263256
internal_count=3121 1636 1485 583 516 427 301 902 815 353
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=11
num_cat=0
split_feature=43 3 48 2 52 15 42 150 15 47
split_gain=5.4132e-05 9.59805e-05 8.06253e-05 0.000215557 0.000102997 7.57771e-05 8.98072e-05 0.000123542 0.000124728 9.76414e-05
threshold=0.16180500000000003 0.16158000000000003 0.11951500000000001 0.11548000000000001 0.11125500000000001 0.079055000000000014 0.075730000000000006 0.086615000000000011 -0.016799999999999995 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0021682037303297876 -0.0020915852926232555 0.0028158748153519174 -0.0025330433218745808 0.0037158477964361765 -0.0030863242407749578 -0.0022554069522540991 -0.0013792692439265723 -0.001289789963489954 0.0036382083985799455 -0.0015314991443958978
leaf_weight=0.0012838961182321086 0.0010141211411835204 0.0010605994525247362 0.0010699849553147687 0.0012852888802965699 0.0010442755025928665 0.0011267091303878473 0.0019949559431265773 0.0016034763897143645 0.0017477150065308153 0.0011824530276597287
leaf_count=240 218 147 90 267 378 802 617 82 201 79
internal_value=0 0.000134306 -9.61925e-05 0.00013519 -0.00032579 -3.30485e-06 0.000321491 0.000904717 0.00173974 0.000394438
internal_weight=0 0.0133994 0.0123388 0.0112688 0.00998348 0.00893921 0.0078125 0.00581754 0.00421406 0.00246635
internal_count=3121 2903 2756 2666 2399 2021 1219 602 520 319
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=11
num_cat=0
split_feature=1 4 3 51 2 0 43 48 51 133
split_gain=5.51917e-05 0.000139533 7.48598e-05 0.000122717 0.000108381 0.000163905 0.000111157 7.27512e-05 9.62253e-05 5.22107e-05
threshold=0.077565000000000009 -0.083854999999999985 0.076840000000000006 -0.076794999999999988 0.082850000000000021 -0.033209999999999996 -0.074359999999999996 0.086035000000000014 0.090560000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 6 -2 -5 -9 -1
right_child=2 -3 3 7 -6 -7 -8 8 -10 -11
leaf_value=0.0015760353107792007 0.00054841403475195554 -0.0032299093519134198 -0.0033882167068254474 0.001843098046469395 0.002876996437617416 0.0027756627705014998 -0.0036422632176296029 -0.0029730142711374115 0.0011662461568609816 -0.001123736602772301
leaf_weight=0.0014566357605333945 0.0012083514877878794 0.0015168797831097555 0.0010483307075540571 0.0015497401381135562 0.0019746118931361582 0.0013171511663738287 0.0010726508049049566 0.0010004139607993068 0.0010165151839658382 0.0011514045957597141
leaf_count=223 273 1283 101 161 382 86 347 58 77 130
internal_value=0 -0.000944879 0.000354183 -0.000538329 0.0010933 0.000114439 -0.00142227 0.000299323 -0.000886862 0.000384133
internal_weight=0 0.00412492 0.0101878 0.004615 0.00557277 0.00359815 0.002281 0.00356667 0.00201693 0.00260804
internal_count=3121 1636 1485 397 1088 706 620 296 135 353
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=16
num_cat=0
split_feature=14 133 133 157 14 15 15 49 15 150 0 13 13 2 1
split_gain=0.000287083 0.00024999 0.000251247 0.000163626 0.000205318 0.000331061 0.000230375 0.000203275 0.000228387 0.000250394 0.000152679 0.000116736 0.000266999 7.92484e-05 3.7057e-05
threshold=0.076175000000000007 0.10622000000000002 0.083950000000000011 -0.076494999999999994 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.082865000000000008 -0.03241999999999999 0.097210000000000005 -0.08824499999999999 0.11596500000000001 -0.117405 0.091055000000000011 0.10727500000000002
decision_type=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 9 10 -8 12 -10 -14 -7
right_child=-2 -3 -4 4 5 6 7 -9 11 -11 -12 -13 13 -15 -16
leaf_value=0.00048200241056969742 -0.0008220146241308318 -0.0007566841188870136 0.00067349991217729641 -0.00065874455426942165 0.00090500108005872094 -0.0007732823436890962 -0.00049580921538738886 0.00069223657392260913 0.00014253505792266661 0.00091726413070749831 0.00040768876201796686 0.00010821718269308214 -0.00047922516521068764 -0.0011107145656531283 -0.00033286942888016246
leaf_weight=0.0017861651480432913 0.0011189919046472587 0.0010171396997415557 0.0017299574017042253 0.0013292042923784839 0.0010418831905995964 0.001053079333743147 0.0010059872888882118 0.0011555625716223915 0.0013655434171354619 0.0011451039370093952 0.0010079302777648569 0.0016192456783153397 0.0011016490719738987 0.0010399390189958224 0.001005187676071273
leaf_count=234 101 421 573 86 146 141 95 105 48 80 136 55 637 230 33
internal_value=0 3.39102e-05 8.01614e-05 1.46007e-05 -4.55895e-05 1.93975e-05 -6.08423e-05 4.75888e-05 -4.23201e-05 0.000304685 -4.36244e-05 -0.000256155 -0.000424385 -0.000785872 -0.0005582
internal_weight=0 0.0184036 0.0173864 0.0156565 0.0138703 0.0125411 0.0114992 0.00944096 0.0082854 0.00315902 0.00201392 0.00512638 0.00350713 0.00214159 0.00205827
internal_count=3121 3020 2599 2026 1792 1706 1560 1386 1281 311 231 970 915 867 174
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=16
num_cat=0
split_feature=14 124 47 47 48 43 42 3 43 16 160 474 4 1 48
split_gain=0.000285427 0.000234946 0.000282288 0.000247929 0.000192009 0.000215528 0.000267407 0.00020984 0.000203784 0.000236005 0.000220165 0.000375183 0.000291818 0.00040628 0.000300933
threshold=0.076175000000000007 0.091025000000000009 0.13148500000000005 0.11069000000000002 -0.064549999999999982 0.084740000000000024 -1.0000000180025095e-35 -0.077774999999999983 -0.20207499999999998 0.15891500000000003 -1.0000000180025095e-35 0.079590000000000008 -0.0024449999999999997 0.094385000000000011 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -8 10 11 -10 -12 -14 -15
right_child=-2 -3 -4 -5 5 7 8 -9 9 -11 12 -13 13 14 -16
leaf_value=0.00061618395307782615 -0.00083795074265016864 0.0008679851348005964 -0.00089605586357394791 0.00087244063121660052 -0.00061961695532521761 -0.0011247564213609906 0.00078607617205264451 -6.3266282139921723e-05 -0.00085130569369649153 -0.00065894337877182114 0.00093972939330154968 0.00052778162332085647 -0.00063839182699429486 0.0012237458793383331 3.9687460873083499e-05
leaf_weight=0.0014071712468253219 0.0011712791578982742 0.0010023952910078173 0.0010023791570472609 0.001054454978420878 0.0016585502072435027 0.0010429264626320017 0.0012708070054703322 0.0012308704269309448 0.0014632019355395199 0.0012581038717484104 0.0017018815197906286 0.0010113804284833383 0.0015126332409295526 0.0010401634732120912 0.001737863589594324
leaf_count=146 101 57 59 102 631 100 60 169 407 284 532 191 124 94 64
internal_value=0 4.71228e-05 2.38531e-06 5.41724e-05 1.35349e-06 -5.66013e-05 3.20788e-05 -0.000550142 0.000130375 4.4694e-05 0.000149245 -0.000287662 0.000329664 8.76822e-05 0.000483029
internal_weight=0 0.0193948 0.0183924 0.01739 0.0163356 0.0149284 0.0126546 0.0022738 0.010996 0.00972523 0.00846712 0.00247458 0.00599254 0.00429066 0.00277803
internal_count=3121 3020 2963 2904 2802 2656 2387 269 1756 1696 1412 598 814 282 158
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=15
num_cat=0
split_feature=14 2 11 160 157 52 49 2 15 15 4 42 16 13
split_gain=0.000166503 0.000195548 0.000200167 0.00021653 0.000188164 0.000242466 0.000166081 0.0002232 0.000189495 0.000176736 0.000373662 0.000231154 0.000192889 0.000348974
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.22361499999999998 -0.08107499999999998 0.10744000000000002 -0.043469999999999995 0.089885000000000007 -0.048699999999999993 -0.055554999999999993 0.24564500000000003 0.084050000000000014 0.22339500000000004 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9 10 -8 12 13 -11
right_child=-2 2 -4 4 5 -7 9 8 -10 11 -12 -13 -14 -15
leaf_value=0.0005244913141223569 -0.00062051309725492639 -0.00071347154875342153 -0.00069019119436988753 0.00072284360297361053 -0.00042456348226142224 0.00057264222041002383 -0.0012752668232205351 0.00085093406128859466 -6.5559433113255303e-05 0.00095643648284789271 -7.4617930657280631e-05 -0.00061441681125769926 -0.00034681822491723722 -0.00022656486341933696
leaf_weight=0.0019348500613871359 0.0011208441225576396 0.0010092397822889865 0.0011395409057612929 0.0011062693881880538 0.0010041349714854939 0.0018447480287143688 0.001095662430283785 0.0015381404545484756 0.0010034885967955542 0.0015067500270503631 0.0019213231365760577 0.0012966061565465349 0.0012619329061351603 0.0012105153633421096
leaf_count=193 101 295 128 244 73 219 439 95 79 199 174 449 75 358
internal_value=0 3.03574e-05 -2.6087e-05 2.18137e-05 7.19896e-05 1.93692e-05 -6.68448e-05 0.000230345 0.000489083 -0.000193915 -0.000510651 -1.27881e-05 0.00018325 0.000429421
internal_weight=0 0.0188732 0.0169384 0.0157988 0.0147896 0.0136833 0.0118386 0.00354576 0.00254163 0.00829279 0.00301699 0.0052758 0.0039792 0.00271727
internal_count=3121 3020 2827 2699 2404 2160 1941 247 174 1694 613 1081 632 557
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=11
num_cat=0
split_feature=484 1 12 43 3 16 16 2 2 43
split_gain=7.48256e-05 7.43746e-05 0.000102622 7.51398e-05 0.000137859 8.52783e-05 0.000106818 0.000103774 0.000135879 4.60948e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.074359999999999996 -0.077774999999999983 0.15273500000000004 -0.0094449999999999968 0.089885000000000007 0.10672500000000001 -0.15582499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -5 -9 -2
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11
leaf_value=-0.0022214412823425567 0.0011171967883950246 0.0020619538150582857 -0.00241766298386638 -0.0021331648188976848 0.0033589013646119978 -0.0025030862783446605 0.002350185995315379 0.0022814346648386565 -0.0011411570700770306 -0.0012169542162105181
leaf_weight=0.0010144671252968257 0.001217808799782838 0.0012986846898632382 0.0011767084104436611 0.0017229100331429669 0.0013157523240587771 0.0010623483107038301 0.0011839523917771032 0.0015038352568227508 0.0018086261092828682 0.0011784184600328179
leaf_count=503 127 162 95 673 250 216 180 247 172 496
internal_value=0 0.00014804 -5.61913e-05 0.000196569 0.00117079 -0.000300057 7.62515e-05 -0.000458412 0.000412677 -3.06938e-05
internal_weight=0 0.013469 0.0121704 0.0109937 0.00371198 0.00728167 0.00621932 0.00503537 0.00331246 0.00239623
internal_count=3121 2618 2456 2361 873 1488 1272 1092 419 623
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=15
num_cat=0
split_feature=14 2 11 3 124 0 2 2 157 160 42 2 4 2
split_gain=0.00019546 0.000147361 0.000188982 0.000185533 0.000166202 0.000242607 0.000524961 0.000584457 0.000238426 0.000354522 0.000188283 0.000267833 0.000199849 7.17803e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.13927999999999999 0.0049200000000000008 -0.053834999999999994 0.096540000000000015 0.10327000000000001 -0.077609999999999985 -1.0000000180025095e-35 0.083995000000000014 0.089885000000000007 0.010840000000000001 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -8 -5 -10 11 -11 -13 -14
right_child=-2 2 -4 4 -6 6 7 -9 9 10 -12 12 13 -15
leaf_value=0.00043290015239301954 -0.00065348494036272917 0.00050829213849541341 -0.00064287361834029885 0.00072096989825082367 0.00054365836236356735 -0.0012186371598972312 0.00088416339076951807 -0.00076280590737177187 -0.00076828249518468938 -0.00061132524264311493 0.00051584947261818143 0.00062518381041962439 0.00014602201935938927 -0.0003985233675810708
leaf_weight=0.0018750038165124159 0.0010839417059410597 0.0016588723624795217 0.0011023372061327299 0.0010840652517340186 0.0010807723229267563 0.0012903102503545915 0.0010034187454148746 0.001058175569078515 0.0013723912358922299 0.0014981078780808201 0.0018394089966055158 0.0013961792491749767 0.0012060669375949379 0.0011122085814830387
leaf_count=193 101 85 128 269 62 84 34 153 552 497 585 191 96 91
internal_value=0 2.19264e-05 -2.42096e-05 1.95069e-05 -3.86544e-05 -8.75915e-05 -0.000445244 3.88066e-05 3.84881e-05 -4.93352e-05 9.05799e-05 -5.94892e-05 0.000163076 -0.000115227
internal_weight=0 0.0185773 0.0167023 0.0156 0.0139411 0.0128603 0.0033519 0.00206159 0.00950843 0.00842436 0.00705197 0.00521256 0.00371445 0.00231828
internal_count=3121 3020 2827 2699 2614 2552 271 187 2281 2012 1460 875 378 187
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=12
num_cat=0
split_feature=484 4 16 16 4 0 48 15 4 13 48
split_gain=6.1619e-05 7.29249e-05 6.68153e-05 5.90522e-05 0.000113165 0.000224884 8.09965e-05 0.000118061 0.000132547 0.000287591 2.20803e-05
threshold=-0.0068949999999999992 0.26790000000000008 -0.51370499999999997 -0.094359999999999986 -0.0029599999999999995 -0.12333499999999999 0.084855000000000014 -0.016799999999999995 -0.033174999999999989 -0.084034999999999985 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -5 9 -9 -8
right_child=1 2 -4 6 5 -7 10 8 -10 -11 -12
leaf_value=-0.0022267497669130228 0.0011323742993432453 0.00029570513625928088 0.0032349867079418523 -0.0026087733232707721 -0.0055655798676173349 0.00051495801499982737 0.002788506552000196 0.0034111918147278798 0.0033354861848883385 -0.0027303549960366511 0.00088755777817379176
leaf_weight=0.001014465772281886 0.0011199367268010518 0.0016395397125428461 0.0011254409541460622 0.0014591383901118543 0.0010493126670178543 0.0010500798060081732 0.0010064200602909468 0.0010224717642874381 0.0010363167532407304 0.0018453525512343526 0.0011074396821220134
leaf_count=503 124 113 245 357 65 168 173 193 163 861 156
internal_value=0 0.00014733 0.00149209 -0.000200284 -0.00125215 -0.0025242 0.000252605 -0.000354366 0.0004882 -0.000540696 0.00179261
internal_weight=0 0.0134614 0.00276498 0.0106965 0.00321933 0.00209939 0.00747714 0.00536328 0.00390414 0.00286782 0.00211386
internal_count=3121 2618 358 2260 357 233 1903 1574 1217 1054 329
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=16
num_cat=0
split_feature=133 133 50 159 52 12 3 4 0 1 47 52 15 52 15
split_gain=0.000319617 0.000280831 0.000199645 0.000272382 0.000293425 0.000279871 0.000218384 0.00024841 0.000311835 0.000369868 0.000350892 0.000446796 0.000177182 0.000131772 8.50451e-05
threshold=0.10622000000000002 0.083950000000000011 0.10647500000000001 -0.089309999999999987 0.11125500000000001 -0.029094999999999999 -0.15956499999999998 -0.27825499999999997 -0.060129999999999996 0.08592000000000001 0.092530000000000015 -0.066844999999999988 -0.016799999999999995 -0.081429999999999989 -0.026084999999999994
decision_type=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 -9 11 13 -10 -11 -13
right_child=-2 -3 -4 4 -6 6 7 8 12 10 -12 14 -14 -15 -16
leaf_value=0.0008210353353800394 -0.0009026206013287673 0.00064328717723298782 -0.00071860580405811022 -0.0005807164472601831 -0.00088326261233583753 0.00072619722193049139 -0.00075457645316347503 -0.00082358048031427606 0.00014892989604474549 0.00018592364566497052 -0.00062514729779884217 0.0010398812668505801 0.00098650344272855706 -0.00059927213104612076 0.00043265998091984503
leaf_weight=0.0011167394027116568 0.0010543277879666675 0.0019673509143892645 0.0010842428193984779 0.0018640678629857103 0.0010632638831894877 0.001443950510774168 0.0010155123833084341 0.0014485822821764735 0.0013507701430884866 0.0011967404942223592 0.0014139020586308865 0.0015650541807408214 0.0014849525195697192 0.0011975832385327789 0.0010999825055235946
leaf_count=94 435 580 193 199 145 129 83 682 81 78 111 78 40 38 155
internal_value=0 4.24049e-05 -2.20335e-05 2.17211e-05 -3.35691e-05 2.63369e-05 0.000111953 3.66167e-05 0.000111305 -5.91665e-05 0.000111893 0.000317869 0.000587533 -0.000206812 0.000789253
internal_weight=0 0.0203127 0.0183453 0.0172611 0.0161444 0.0150811 0.013217 0.0117731 0.0107576 0.00792184 0.00647326 0.00505936 0.00283572 0.00239432 0.00266504
internal_count=3121 2686 2106 1913 1819 1674 1475 1346 1263 1142 460 349 121 116 233
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=16
num_cat=0
split_feature=14 38 124 148 48 0 51 52 2 133 12 16 4 3 16
split_gain=0.000294804 0.000210311 0.000267398 0.000197242 0.000278066 0.000211043 0.000176094 0.000206078 0.000248074 0.000134419 0.000206686 0.000184979 0.000198792 9.25665e-05 8.34681e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.043434999999999994 0.12649500000000002 -0.23091999999999999 0.087505000000000013 0.11434500000000002 0.10699500000000002 0.085815000000000016 0.10345000000000001 0.22339500000000004 -0.0024449999999999997 -0.116045 -0.077879999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 9 10 11 12 14 -10 -7
right_child=-2 -3 3 4 -6 6 -8 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.00078835525418583592 -0.00080707252668911727 -0.00066836585527350748 0.00066843926272944134 0.00069852517942225415 -0.00079319972312709484 0.00073083450672293843 -0.00048781178982908554 -0.00063181443644544149 0.00095841369899554631 -0.00055259224468977395 0.00066163377315523798 -0.00065664045397165519 -0.00030642543255872141 0.00027769996500597515 0.00014894932373308052
leaf_weight=0.0012860711147032631 0.0011242875877094374 0.0010220536353876533 0.0011516528917470117 0.0011537732178545897 0.0011205181412716004 0.0010128197501907419 0.0017896069437167749 0.0010241833667332676 0.0010468502717411177 0.0010050451224507921 0.0012775190626436034 0.0010710965537701327 0.0019633799820670634 0.0010209516813631534 0.0017227018795086414
leaf_count=223 101 62 128 48 64 399 324 308 75 473 80 136 200 218 282
internal_value=0 4.10426e-05 8.2131e-05 2.66146e-05 -2.19873e-05 3.9353e-05 -1.94476e-05 5.5763e-05 0.000125346 -2.27088e-06 7.62104e-05 -5.34066e-05 8.40982e-05 0.00062232 0.000364391
internal_weight=0 0.0186682 0.0176462 0.0163601 0.0152084 0.0140879 0.0129342 0.0111445 0.0101204 0.00805256 0.00704752 0.00577 0.0046989 0.0020678 0.00273552
internal_count=3121 3020 2958 2735 2607 2543 2495 2171 1863 1570 1097 1017 881 293 681
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=10
num_cat=0
split_feature=2 11 3 0 52 160 42 2 151
split_gain=5.86565e-05 9.73319e-05 8.50263e-05 8.37823e-05 0.000144117 0.000121912 0.000147302 0.00018142 0.000107423
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.053834999999999994 0.096795000000000006 -1.0000000180025095e-35 0.083995000000000014 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=0.0013663109287661117 0.0018129223377213843 -0.0024848057367772699 -0.0017516009090991881 -0.0031987901806302312 0.0007551900722626313 -0.0030041891699218383 0.0031283837876838407 -0.0011545948733023414 0.0022286880171985932
leaf_weight=0.0018895091687816746 0.0016055887793655641 0.0012171527014549497 0.0017205969885355629 0.0015589118810027218 0.0011223112547763536 0.001055786585666219 0.0014370317119186213 0.0010140998058182082 0.0019260117121982813
leaf_count=199 101 211 770 212 66 506 638 108 310
internal_value=0 -0.000222875 1.77743e-05 -0.000275296 -0.00154373 0.000200126 0.000818234 -1.25573e-05 0.00106173
internal_weight=0 0.0126575 0.0114403 0.00983475 0.00268122 0.00715353 0.00543293 0.0039959 0.00294011
internal_count=3121 2922 2711 2610 278 2332 1562 924 418
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=16
num_cat=0
split_feature=14 38 124 124 133 484 3 16 457 43 13 2 0 48 16
split_gain=0.000291215 0.000211947 0.000335729 0.000225762 0.000291226 0.000278009 0.000292054 0.000246688 0.000197377 0.000214593 0.000190497 0.00016315 0.000225456 0.000173483 0.000133741
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 0.095000000000000015 -0.0068949999999999992 -0.20241999999999996 0.25792000000000009 -0.0029299999999999994 0.08845500000000002 -0.15078499999999997 0.11215000000000001 -0.12333499999999999 0.086425000000000016 -0.056919999999999991
decision_type=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 -8 10 -10 12 13 -12 -14
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 11 -13 14 -15 -16
leaf_value=0.00087745055929742803 -0.0008328738928037833 -0.00069836854383481767 -0.00076752345037461422 0.00075871682162826433 -0.00085749341572201028 0.00089525628928058558 -0.00056576611343890518 -0.00069094181728131363 0.0008711666003715482 -0.00053647660253156558 0.0011754276117641664 -0.00028063021772563312 0.00034929596015954606 0.00022954722109325197 -0.00026219941973454981
leaf_weight=0.0012973312863114829 0.0011088562170368235 0.0010112975667213578 0.0011051551590349146 0.001019213557909209 0.001086715854665383 0.0011083252879040542 0.0011032014701023484 0.0011994335125361409 0.0011517384630216369 0.0010475746672524858 0.0010840754224638064 0.0017750794533204356 0.0019726246657939773 0.0010066479451893429 0.0018807562381742892
leaf_count=223 101 62 385 68 465 108 124 187 77 201 63 126 563 24 344
internal_value=0 3.23132e-05 7.37383e-05 1.07004e-05 -3.84184e-05 2.32461e-05 8.88093e-05 1.56733e-05 9.25705e-05 0.000165795 0.000248727 0.000155856 0.000286203 0.000720002 5.08376e-05
internal_weight=0 0.0188492 0.0178379 0.0165405 0.0155213 0.0144346 0.0133295 0.0122211 0.0110217 0.0099185 0.00887092 0.00771918 0.0059441 0.00209072 0.00385338
internal_count=3121 3020 2958 2735 2667 2202 1817 1709 1522 1398 1197 1120 994 87 907
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=10
num_cat=0
split_feature=1 4 151 457 0 13 3 4 2
split_gain=5.86439e-05 0.000127602 7.73324e-05 0.000123283 0.000145771 0.000114937 0.000178421 8.89184e-05 5.08191e-05
threshold=0.077565000000000009 -0.083854999999999985 0.043560000000000008 0.045365000000000009 -0.019414999999999998 -0.092094999999999982 0.088060000000000013 0.053180000000000012 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 7 -7 -1
right_child=2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0015230783183160812 0.0021828017810770271 -0.0035210041704965764 -0.0018557423777777382 0.0037725600071853607 0.0039512609489184905 -0.0017015448140829555 -0.0038549299428641379 0.0019237462567123138 0.0015069877200353065
leaf_weight=0.0010278262975826746 0.0015607447300395472 0.0015457548550653127 0.0014691874026517846 0.0013375126757334543 0.001046898102215134 0.001340867573867823 0.0017668306749302198 0.0018103227738717528 0.001629059361194396
leaf_count=302 214 1283 106 159 219 510 100 177 51
internal_value=0 -0.00108339 0.000411602 0.000787444 0.000256909 -0.000340058 -0.00114069 0.000381143 0.000334795
internal_weight=0 0.00420264 0.0103324 0.00886318 0.00752566 0.00647877 0.00491802 0.00315119 0.00265689
internal_count=3121 1636 1485 1379 1220 1001 787 687 353
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=18
num_cat=0
split_feature=1213 124 123 484 133 39 48 52 15 13 474 48 43 4 2 2 49
split_gain=0.000249323 0.000209038 0.00023963 0.000319353 0.000225793 0.000191898 0.000264997 0.000224882 0.000214111 0.000249677 0.000231384 0.000231602 0.000158255 0.000291443 0.000225606 0.000148997 0.000111325
threshold=-1.0000000180025095e-35 0.091025000000000009 0.087755000000000014 -0.0068949999999999992 0.099660000000000012 0.092870000000000022 0.12737000000000001 0.11434500000000002 0.084050000000000014 -0.090639999999999984 0.084660000000000027 0.092475000000000016 -0.083684999999999996 0.053180000000000012 0.10222000000000002 0.10045500000000002 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 15 11 12 -11 16 -15 -5 -14
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.00083059712894622672 -0.00088203926762005257 0.00080259776875726482 0.00080912916764624911 0.00041451275770483444 -0.00074895263693525648 -0.00058908418494836644 -0.00071045897899441523 -0.00043904024805426791 -0.00035494811750258216 0.00043406254690522096 0.00095931285876137823 0.00082531269233901774 -0.00025676216873536114 0.00060927306738271271 -0.0004259068967364326 0.0013226775837260119 -0.0010520572725335286
leaf_weight=0.0010009362030695716 0.0012317504741740154 0.0010011977108047012 0.0010155175280294184 0.001039341726184498 0.0010474151414175742 0.0011913646355679311 0.0010314591626574563 0.0014870527392959196 0.0014317199365420927 0.0016680473531123672 0.0010714081269464354 0.0011215028066136057 0.0010136601991814773 0.0015643822541026031 0.0010091785141521786 0.0010665520458559841 0.0010380456240142721
leaf_count=491 470 57 126 71 320 86 46 270 286 182 161 69 53 56 68 84 225
internal_value=0 4.23661e-05 2.36579e-06 -4.31174e-05 1.84603e-05 6.9548e-05 0.000123506 0.000187173 0.00026462 0.000348366 0.000217813 0.00011067 -1.66838e-05 -0.00017924 0.000203345 0.000874462 -0.000659136
internal_weight=0 0.0200296 0.0190284 0.0180129 0.0167811 0.0157337 0.0145424 0.0135109 0.0120238 0.0105921 0.00848622 0.00741482 0.00629331 0.00462527 0.00257356 0.00210589 0.00205171
internal_count=3121 2630 2573 2447 1977 1657 1571 1525 1255 969 814 653 584 402 124 155 278
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=15
num_cat=0
split_feature=14 133 133 157 14 15 15 49 15 12 13 16 0 48
split_gain=0.000377967 0.000295072 0.000273988 0.000178101 0.000223692 0.000350391 0.000262684 0.000157387 0.000168611 0.000254322 0.0001494 0.00016766 0.000290807 0.000330991
threshold=0.076175000000000007 0.10622000000000002 0.083950000000000011 -0.077234999999999984 -0.10708499999999999 -0.15026499999999995 -0.10203999999999998 0.082865000000000008 1.0000000180025095e-35 0.091475000000000015 -0.11122999999999998 0.051380000000000002 -0.098289999999999975 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 10 -10 -8 12 13 -12
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 11 -13 -14 -15
leaf_value=0.00050185261395395636 -0.00091365463865765537 -0.00082043540451848859 0.00069741089286132305 -0.00067345176584740051 0.00091524194276044676 -0.00074241973540827911 0.00064210568064191134 0.00059822271450696437 -0.00099688215352373142 0.00010200711409922856 0.00069852061357448885 0.00038359939258238791 -0.00083197118582749698 -0.00044993321895100242
leaf_weight=0.0018239506206621783 0.0011953571546747801 0.001020433868680253 0.0017803270509363428 0.0013680646650277026 0.0010879844687603371 0.0013377506990459422 0.0010907182469407362 0.0011648228449228923 0.0010996187019117615 0.0011703200925150536 0.0013014307741325837 0.0018999949787097542 0.0013410071349731524 0.0014046337076560889
leaf_count=225 101 421 573 90 146 123 61 127 530 226 74 175 197 52
internal_value=0 3.76717e-05 8.66706e-05 1.90946e-05 -4.26259e-05 2.4283e-05 -5.77936e-05 2.96597e-05 -4.14935e-05 -0.000430324 8.39183e-05 -1.84557e-05 -0.00020721 0.000102394
internal_weight=0 0.0188911 0.0178706 0.0160903 0.0142663 0.0128983 0.0118103 0.0104725 0.00930772 0.00226994 0.00703778 0.00594707 0.00404707 0.00270606
internal_count=3121 3020 2599 2026 1801 1711 1565 1442 1315 756 559 498 323 126
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=12
num_cat=0
split_feature=41 474 48 3 1 4 12 3 0 2 3
split_gain=6.32147e-05 7.56681e-05 0.00010018 0.000100861 0.000166855 0.000137967 0.000118332 0.00013944 9.38107e-05 6.69525e-05 6.89866e-05
threshold=0.07831500000000001 0.084660000000000027 0.093265000000000015 -0.13309499999999996 0.12500000000000003 -0.0024449999999999997 0.092355000000000007 -0.015584999999999998 -0.14920999999999998 0.10855000000000002 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -4 10 -7
right_child=-2 -3 8 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0026917046646124749 -0.0024481955979127152 0.0028657773875409693 -0.00040018857165382546 0.0049545931731166401 0.0032110510007736133 -0.0032243865280774118 -0.0017200973333760861 -0.00038778963330018159 0.0039215817351022043 -0.0043619444228282919 0.00027858892163632159
leaf_weight=0.0018605876231526678 0.0010859637622077636 0.0010546506842526457 0.0010048508434428172 0.0010875542657716132 0.001462843801412257 0.001063817168386774 0.0012529955007703295 0.00105169383245557 0.0012133688435905067 0.0010314822647772663 0.0014591165916117404
leaf_count=171 151 334 47 849 161 308 464 143 262 144 87
internal_value=0 0.000175002 -5.22364e-05 -0.000487682 -4.60827e-08 -0.000676246 0.000832864 0.00232818 0.00196382 -0.0021165 -0.00119847
internal_weight=0 0.013543 0.0124883 0.0102701 0.0084095 0.00694666 0.00339224 0.00213925 0.00221822 0.00355442 0.00252293
internal_count=3121 2970 2636 2327 2156 1995 1456 992 309 539 395
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=16
num_cat=0
split_feature=14 52 38 39 48 457 1 52 3 2 13 16 12 52 15
split_gain=0.000260854 0.0002352 0.000189244 0.00031909 0.000255096 0.000298857 0.000220858 0.000315995 0.0003237 0.000274088 0.000185819 0.000181153 0.000280313 0.000137578 8.80595e-05
threshold=0.076175000000000007 -0.40306999999999998 1.0000000180025095e-35 0.091820000000000013 0.12649500000000002 0.085360000000000005 0.10752500000000002 0.11434500000000002 0.10732000000000001 0.10222000000000002 -0.076384999999999995 0.071345000000000006 0.084100000000000022 -0.066844999999999988 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 11 -8 12 13 -3 -12
right_child=-2 2 -4 -5 -6 -7 10 -9 -10 -11 14 -13 -14 -15 -16
leaf_value=-0.00079265205256599726 -0.00086281559274413704 -0.00037049819662569855 -0.00067469863290559474 0.00092803741705321493 -0.00073053542063788188 0.00085401801684590781 0.0010433263816485711 -0.0010088863173235455 0.00073041995445490904 0.00060466150176270153 0.00054565434020441912 -0.0010184169445852911 -0.00087549283974233639 0.00046607451230620042 -0.00015183035314205229
leaf_weight=0.0010787523906944261 0.0011410473962404346 0.0010473612213460215 0.0010324775857739601 0.0014786648639280872 0.0012701236720868486 0.001600930502074078 0.0010580368600325019 0.0011607724008758378 0.0016018428084407788 0.001182418926121493 0.0010090859843375766 0.0010892625906546716 0.0013074189258780004 0.0016793570206738474 0.0014438573952181852
leaf_count=314 101 79 56 147 69 153 150 355 26 176 64 73 1101 167 90
internal_value=0 2.88748e-05 7.82147e-05 0.000124133 4.7197e-05 0.000116858 2.30426e-05 -0.000126307 3.24771e-06 -0.000181473 0.000408794 -0.000362903 -0.000185907 0.000144738 0.000135099
internal_weight=0 0.0190404 0.0179616 0.0169291 0.0154505 0.0141803 0.0125794 0.00906843 0.00790766 0.00630582 0.00351098 0.0051234 0.00403414 0.00272672 0.00245294
internal_count=3121 3020 2706 2650 2503 2434 2281 1977 1622 1596 304 1420 1347 246 154
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=12
num_cat=0
split_feature=4 2 2 52 2 52 160 15 16 151 12
split_gain=5.72179e-05 9.59704e-05 0.000105507 0.000194692 0.000114043 9.71987e-05 8.278e-05 6.02989e-05 0.000116954 6.11196e-05 9.35659e-05
threshold=0.0061450000000000003 0.10981000000000002 0.10097500000000002 -0.087769999999999987 0.092120000000000021 0.0031350000000000002 0.079055000000000014 -0.016799999999999995 -0.056919999999999991 -0.00099499999999999979 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -2 -11
right_child=6 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0051216520383076712 -0.0016681999152477563 0.0017154928923479064 -0.0049342219287200695 -0.0033709344521347662 0.00378481507287972 0.0016532519977193478 0.0036763343164218179 0.0022628414089883096 -0.0031251837137808635 0.0037871959476236034 -0.00080527764857953597
leaf_weight=0.0010619198527925715 0.0010234562446184425 0.0016196894984074894 0.0010356829007959617 0.0010826413107770877 0.0010947350477271429 0.0010554291335118093 0.0010967363769319033 0.0014904710175900901 0.0015531838670463831 0.0013884924819397154 0.0011063231036890775
leaf_count=373 100 248 157 617 199 640 138 95 219 229 106
internal_value=0 -0.000795926 -0.00155904 -0.000745109 0.000692509 -0.000890814 0.000680399 0.00017967 -0.000432562 0.000756129 0.00175067
internal_weight=0 0.0069501 0.00533041 0.00429473 0.00323281 0.00213807 0.00765866 0.00656193 0.00507146 0.00351827 0.00249482
internal_count=3121 2234 1986 1829 1456 1257 887 749 654 435 335
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=16
num_cat=0
split_feature=14 133 3 48 50 132 0 51 151 1 43 4 15 13 12
split_gain=0.000284852 0.000261413 0.000260358 0.000254777 0.000208763 0.000193274 0.000230006 0.00021747 0.000178963 0.000227105 0.000326189 0.000276949 0.000281628 0.000187303 8.50103e-05
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083090000000000011 0.079970000000000013 -0.23091999999999999 0.086310000000000012 -0.076249999999999984 0.111945 -0.076124999999999984 -0.0024449999999999997 -0.10091499999999999 -0.084034999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 11 -11 13 -13 -10 -15
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 -16
leaf_value=0.00073299873816023401 -0.0008431120988903457 -0.00082923562742749711 0.00079587237007995972 -0.00074339318355900357 -0.00060148772381658549 0.00086166580672466435 0.00058532324089843023 -0.00076139160463612225 0.00059793584554205257 -0.00019163544079987694 0.0010554101780064461 -0.00015389337654513814 -0.001337545102327092 8.4272204019306829e-05 -0.00053580189407164715
leaf_weight=0.0014801199832081809 0.0011840107853464668 0.0010027592125529733 0.0014346873744653923 0.0012190905609941174 0.0012451628437645862 0.0010478161406359552 0.0017635579773736748 0.0010250780280438862 0.0014271078626786607 0.0012908727610096773 0.0012531316772164923 0.0014665488297871676 0.0010425887063635767 0.0015732608801539705 0.0011677602920363538
leaf_count=60 101 421 145 63 429 158 242 128 212 82 96 126 227 90 541
internal_value=0 3.65159e-05 8.36033e-05 2.34999e-05 8.27353e-05 0.000141339 8.53886e-05 5.57606e-06 7.71477e-05 -2.00404e-05 0.000422637 -0.000188698 -0.000645721 8.64208e-05 -0.000179899
internal_weight=0 0.0194395 0.0184368 0.0170021 0.015783 0.0145378 0.01349 0.0120099 0.0109848 0.00922127 0.002544 0.00667727 0.00250914 0.00416813 0.00274102
internal_count=3121 3020 2599 2454 2391 1962 1804 1744 1616 1374 178 1196 353 843 631
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=11
num_cat=0
split_feature=4 12 4 42 43 2 4 2 151 12
split_gain=5.66927e-05 0.000105973 8.08402e-05 7.73476e-05 8.1181e-05 0.0001318 0.000147434 0.000154004 6.1054e-05 0.000106316
threshold=0.24564500000000003 0.098810000000000023 0.08184000000000001 0.088465000000000002 0.0034250000000000005 0.084245000000000014 -0.064804999999999988 0.098035000000000011 -0.00099499999999999979 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -2 -10
right_child=8 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=0.0024035194490082683 -0.00085311591468735092 -0.0027736944777314899 -0.0025403937772259595 -0.0020818830644210103 0.0027851498850109532 -0.0028664444332116186 -0.0015634882684970315 0.003270998824057971 0.0036521294846712004 -3.3422901976653116e-05
leaf_weight=0.0016904516808156156 0.0011958395867377458 0.001436510771338312 0.0010053224706010342 0.0010582178297651127 0.001318792874170964 0.001706686479442064 0.0012168880139017593 0.0011511250100299866 0.0013277615251532622 0.0014925474343601142
leaf_count=390 98 404 102 603 174 446 416 160 251 77
internal_value=0 -0.000381213 -5.50041e-06 0.000307486 0.000664416 0.000179293 -0.000743462 0.000786625 0.000940972 0.00170168
internal_weight=0 0.010584 0.00914748 0.00814216 0.00708394 0.00576515 0.0040747 0.00236801 0.00401615 0.00282031
internal_count=3121 2695 2291 2189 1586 1412 1022 576 426 328
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=16
num_cat=0
split_feature=14 38 124 124 133 3 0 41 47 1 52 13 4 0 15
split_gain=0.000307957 0.000205741 0.000299944 0.000258555 0.000250826 0.000260711 0.000287894 0.000236052 0.000201034 0.000152391 0.0001991 0.000131995 0.000121487 0.000120421 9.75162e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 0.095000000000000015 -0.12018999999999998 -0.053834999999999994 0.075585000000000013 0.092530000000000015 0.094465000000000007 -1.0000000180025095e-35 0.090705000000000008 -0.0016099999999999997 -0.11173999999999999 -0.049819999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 11 9 12 -11 -4 -7 -10 -12
right_child=-2 -3 3 -5 -6 6 -8 -9 13 10 14 -13 -14 -15 -16
leaf_value=0.00082141058172364176 -0.00083827057447195547 -0.00065116995141094617 0.0010723798402774935 0.00078962249895266708 -0.00078404904248659051 0.00017508622223827311 -0.0006708553035331662 -0.00018431582335407088 -0.00082377892540816617 -9.3089274312837273e-05 0.001039066907861066 0.00033780704138030622 -0.00045086575234736903 -3.7574687644836122e-05 0.00034159912815679685
leaf_weight=0.0012901823058314782 0.0011101609173319585 0.0010720036197477958 0.0011265632389623166 0.001048151683466377 0.0010786400589991524 0.0018232632415954514 0.0019364300791444482 0.0012863645775880173 0.0010073713905218717 0.0013598759582524877 0.0010629119757509242 0.0014443663704049037 0.0014325776768961745 0.0010088940350981776 0.001012941094229558
leaf_count=223 101 62 66 68 465 1012 211 65 51 84 61 118 290 155 89
internal_value=0 3.33294e-05 7.42807e-05 1.63114e-05 -3.57128e-05 1.99491e-05 -0.000109884 0.000378225 1.48641e-05 0.000149023 0.000385323 0.000659692 -0.000100334 -0.00043038 0.000698728
internal_weight=0 0.0189905 0.0179185 0.0166284 0.0155802 0.0145016 0.0106443 0.00385729 0.00870784 0.00669157 0.00343573 0.00257093 0.00325584 0.00201627 0.00207585
internal_count=3121 3020 2958 2735 2667 2202 1953 249 1742 1536 234 184 1302 206 150
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=16
num_cat=0
split_feature=14 48 11 2 1 3 48 2 0 16 150 0 43 42 15
split_gain=0.000263898 0.000196702 0.000175968 0.000145375 0.000203713 0.000602649 0.00025701 0.000204555 0.000377271 0.000164156 0.000117572 0.000162931 0.000198634 0.000125886 8.84293e-05
threshold=0.076175000000000007 -0.064549999999999982 0.088215000000000002 0.099185000000000009 0.10538500000000002 0.10893000000000001 0.12879500000000002 0.10444500000000002 0.15398500000000004 -0.27167499999999994 0.088380000000000014 -0.11991499999999998 -0.074359999999999996 0.083995000000000014 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 7 -6 -7 -5 -9 -3 11 -11 13 -13 -14
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 12 14 -15 -16
leaf_value=0.00063854998836577938 -0.00082097046291728271 -0.00074670791012865115 -0.00066379263160220594 0.0005544201760314685 0.0015768410748718657 0.00051108625110739899 -0.00059767634471983775 -0.00097744929635665842 0.00041088684291279659 0.00057608784177588487 -0.00054086492228591653 -0.0001647965834500384 -0.0001545164054503761 0.00048726485539188358 -0.00085910930018674454
leaf_weight=0.0014467500422434823 0.001114692321942167 0.0010508300880082777 0.0011434823064142554 0.0010081536154653639 0.0010628339451380494 0.0014397973997252733 0.0010558900727986043 0.0012967079908634237 0.0010181148388817007 0.001390930270925848 0.001126225739719211 0.0016634395078174557 0.0010759162805539478 0.0017921369934863901 0.0010027078696661501
leaf_count=150 101 135 97 124 167 98 43 311 19 59 132 307 191 391 796
internal_value=0 3.4146e-05 -1.69087e-05 2.93698e-05 0.000216596 0.000500405 4.19845e-05 -8.733e-05 -0.000366826 -0.000112178 -2.9362e-05 5.38231e-05 -7.74396e-05 0.000173377 -0.000494405
internal_weight=0 0.0185739 0.0171272 0.0159837 0.0068815 0.00355852 0.00249569 0.00332298 0.00231482 0.00910219 0.00805136 0.00692513 0.0055342 0.00345558 0.00207862
internal_count=3121 3020 2870 2773 762 308 141 454 330 2011 1876 1744 1685 698 987
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=11
num_cat=0
split_feature=484 4 16 1 12 42 43 4 151 16
split_gain=6.16748e-05 7.52119e-05 8.15688e-05 9.82861e-05 0.000138477 9.80297e-05 0.000177122 8.23033e-05 0.000129739 6.56752e-05
threshold=-0.0068949999999999992 0.27834500000000006 -0.36241499999999999 0.12811000000000003 0.098810000000000023 -1.0000000180025095e-35 -0.083879999999999996 -0.033174999999999989 -0.0064299999999999991 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 -3
right_child=1 9 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.0019919101303476306 -0.0024190887848145951 0.00034516317846585202 -0.0022564179358489735 0.002008693324434502 -0.0028112183493252357 0.0030394892285667123 -0.0016763315513707621 0.0028935307858246151 -0.00084324695354399167 0.003051596705874978
leaf_weight=0.0010389393481738682 0.0010367677885783954 0.0016254570938955852 0.0010125842839015312 0.001548082685494113 0.001310140915082832 0.0015366556690005516 0.0017789593288662364 0.0010941113156517912 0.0016489535248236592 0.0010412840284565999
leaf_count=503 120 103 546 84 320 258 593 121 253 220
internal_value=0 0.000134688 -0.00017348 6.09911e-05 -0.000298758 0.000166742 0.000571724 -0.000266862 0.000647221 0.00140195
internal_weight=0 0.013633 0.0109663 0.00992949 0.00838141 0.00707126 0.00605868 0.00452202 0.00274306 0.00266674
internal_count=3121 2618 2295 2175 2091 1771 1225 967 374 323
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=16
num_cat=0
split_feature=133 14 133 132 50 15 12 3 4 47 3 3 150 1 0
split_gain=0.00028917 0.0002952 0.000270573 0.000228115 0.000176296 0.000270578 0.000247562 0.000259909 0.000260793 0.000199315 0.00027225 0.000192818 0.000207976 0.000237666 0.000156079
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 0.081240000000000021 0.10647500000000001 -0.24436499999999997 -0.029094999999999999 -0.15121499999999996 -0.27825499999999997 0.092530000000000015 -0.072199999999999986 0.10299500000000002 0.087865000000000013 0.077565000000000009 -0.10607499999999999
decision_type=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 -9 11 -11 12 13 -10 -15
right_child=-2 -3 -4 -5 -6 6 7 8 9 10 -12 -13 -14 14 -16
leaf_value=0.00069427363444535815 -0.00086316730406649255 -0.0008095405475964199 0.00069716144217939723 0.00075057503969380159 -0.00070691193066350596 -0.00061381175623335873 0.00070618253645399567 -0.00079693257003311444 -0.00044986693176079709 0.00019928277904464244 -0.0010204553953318068 0.00069950364877631064 -0.0005840569499126466 0.00080799862309983311 2.8484140731936369e-05
leaf_weight=0.0014469587551397553 0.0010789893694970005 0.0011165172542286763 0.0017788388119307453 0.0010930272759964435 0.0010370533538629758 0.0019795940488060932 0.0013872931055427503 0.0012049851365873972 0.0011231990244134835 0.001003256605486974 0.0010476947671337819 0.0015069425653164714 0.001222942442740127 0.0015958100096540306 0.0013098300363004745
leaf_count=131 435 87 573 187 167 122 115 87 618 93 54 90 78 56 228
internal_value=0 2.64191e-05 7.62319e-05 1.11007e-05 -3.98439e-05 6.80843e-06 -6.75278e-05 2.73174e-05 -6.67232e-05 3.31546e-05 -0.0004238 0.000171819 2.04052e-05 0.000203888 0.000456602
internal_weight=0 0.0198539 0.0187374 0.0169586 0.0158656 0.0148285 0.0133815 0.011402 0.0100147 0.00880968 0.00205095 0.00675872 0.00525178 0.00402884 0.00290564
internal_count=3121 2686 2599 2026 1839 1672 1541 1419 1304 1217 147 1070 980 902 284
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=12
num_cat=0
split_feature=376 48 4 0 52 1 0 1 13 16 1
split_gain=5.88362e-05 0.000104783 0.000143652 0.000206879 0.000165029 0.000157619 8.8108e-05 7.64735e-05 6.51547e-05 6.89348e-05 3.63668e-05
threshold=0.048375000000000008 0.12737000000000001 0.0061450000000000003 -0.17169499999999996 -0.081429999999999989 0.11249000000000002 -0.10224499999999999 0.086560000000000012 -0.017449999999999997 0.042200000000000008 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 8 -1 -10 -9
right_child=-2 -3 3 4 5 -7 -8 10 9 -11 -12
leaf_value=-0.0017632991478342031 0.0018665779057870809 -0.0031556158360122473 0.003905843324754227 0.0033797435191968714 -0.0044378239047501702 0.0013497419997510589 -0.00071551901474103063 -0.0037430440012999121 -0.00092469333976530983 0.0024977016560266542 -0.0012421939722686826
leaf_weight=0.0014777852056018304 0.001350804353517897 0.0010017658833343128 0.0016329699441861578 0.0010409230491487068 0.0010824722166720702 0.001674929469170262 0.0012079525880458793 0.0010645517801827903 0.0010306778585508223 0.0010841515831615002 0.0010243122359697709
leaf_count=855 166 79 110 117 133 208 204 408 487 105 249
internal_value=0 -0.000208702 3.09037e-05 0.000977335 2.21005e-05 -0.000859296 -0.00247471 -0.00107507 -0.000236861 0.000829772 -0.00251671
internal_weight=0 0.0133225 0.0123207 0.00663925 0.00500628 0.00396535 0.00229042 0.00568148 0.00359261 0.00211483 0.00208886
internal_count=3121 2955 2876 772 662 545 337 2104 1447 592 657
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 2 0 13 16 4 2
split_gain=5.86078e-05 0.000121793 0.000111834 0.000159615 0.000149168 0.000116324 8.89559e-05 8.41009e-05 0.00015762 0.00012337 9.08636e-05
threshold=-0.38533999999999996 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.092120000000000021 -0.064339999999999994 -0.083364999999999981 -0.094359999999999986 0.0061450000000000003 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 7 -2 -6 10 -9 -10 -5
right_child=1 -3 3 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.0023516184650602566 -0.00028616238471198597 0.0032812897060682075 0.0026706243096299661 -0.00086038325651697654 -0.0012456854360916115 0.0045015071563373052 -0.0054462869043908225 -0.0038588316628992824 -0.0016949969114127105 0.0024500251439695101 0.0033703625590725443
leaf_weight=0.0010498984471443108 0.0011224844436153901 0.0012011053973383324 0.0013679366448573508 0.0010289867571901647 0.0010059493500797559 0.0010178534688456975 0.0011214793219555125 0.0014948587723522732 0.0016448288348254181 0.0013966175781979506 0.0011099573320424022
leaf_count=334 225 163 111 550 337 141 135 222 694 90 119
internal_value=0 0.000163934 -0.000140208 -0.000588632 -0.00109512 0.00199065 -0.00346004 -0.000341411 -0.0011319 0.000208377 0.00133507
internal_weight=0 0.0135121 0.012311 0.0101706 0.00880268 0.00214034 0.00212743 0.00667525 0.00453631 0.00304145 0.00213894
internal_count=3121 2787 2624 2258 2147 366 472 1675 1006 784 669
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=11
num_cat=0
split_feature=41 474 160 52 0 42 43 3 2 2
split_gain=5.85918e-05 6.83487e-05 0.000109512 0.000180818 0.000197992 0.000157331 0.000132338 8.666e-05 0.000113322 0.000125152
threshold=0.07831500000000001 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.0060199999999999993 -0.074359999999999996 -0.077644999999999978 0.11389000000000002 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 9 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.0020846660226011239 -0.0021468564551001103 0.0024730941040081384 -0.0027701957289196595 0.003603826518299786 -0.003531294338716504 0.0036557343184435501 0.0024708865768243958 -0.00086138999230105128 -0.003072228925339841 0.0032818732461519949
leaf_weight=0.0019779860098291012 0.0010713457854735218 0.0010529034925343276 0.0011587856070981433 0.0013343263020189075 0.0013148877647525814 0.0013538027333989547 0.0012770329561982343 0.0018641452830053277 0.0010281709076343619 0.0010086394165601184
leaf_count=706 151 334 626 164 92 325 314 180 138 91
internal_value=0 0.00015602 -4.20398e-05 0.000348711 -0.000133594 0.000447324 0.00101813 0.000328525 -0.000372808 0.000593317
internal_weight=0 0.0133707 0.0123178 0.0103398 0.00900546 0.00769058 0.00653179 0.00517799 0.00390096 0.00287278
internal_count=3121 2970 2636 1930 1766 1674 1048 723 409 271
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=11
num_cat=0
split_feature=484 131 4 0 48 2 13 12 1 3
split_gain=5.27113e-05 6.3627e-05 6.20509e-05 6.74077e-05 9.0236e-05 9.80352e-05 0.000177322 0.000145884 6.24363e-05 6.12448e-05
threshold=-0.0068949999999999992 0.088610000000000008 0.26790000000000008 -0.15350499999999997 0.093265000000000015 0.10559 -0.084034999999999985 0.051320000000000005 0.094715000000000008 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -8 -4
right_child=1 -3 9 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0023167374391041616 -0.0017636913161017155 -0.0023002141590795179 0.0037587508863628728 0.0037648508457459001 0.0032484705831089975 -0.0022834860804395447 -0.00065097587274927642 -0.0030801055280800316 0.0029465323601984552 0.00048887314096063414
leaf_weight=0.0010115761774323545 0.0019281346288061467 0.001058668414758498 0.0010491617837893319 0.0014564837173526883 0.0010661169673981015 0.0016032810345367032 0.0010250869225800711 0.0014806945671619904 0.0010886312319604297 0.0015573314294215776
leaf_count=503 107 385 71 399 179 285 99 785 78 230
internal_value=0 0.000160316 0.000372875 -1.40257e-05 0.000422951 -2.97469e-05 0.000685646 -0.000562071 0.00120185 0.00180506
internal_weight=0 0.0133136 0.0122549 0.00964843 0.00772029 0.00665418 0.0050509 0.00359441 0.00211372 0.00260649
internal_count=3121 2618 2233 1932 1825 1646 1361 962 177 301
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=12
num_cat=0
split_feature=41 43 13 1 0 16 14 3 150 48 2
split_gain=5.53783e-05 6.73445e-05 0.000146721 0.000132625 0.000190148 6.05196e-05 0.000107337 0.000151417 0.000128762 0.000110878 0.000107324
threshold=0.07831500000000001 -0.052894999999999991 0.25761500000000009 0.10752500000000002 -0.070154999999999981 0.22339500000000004 -1.0000000180025095e-35 0.090900000000000009 0.086135000000000017 0.092065000000000022 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 8 10 -9 -8
right_child=-2 5 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0022746227465357022 -0.0020939677153827222 -0.0027158624112746141 -0.0020693053522623001 0.0046114885913891906 0.0032911006375335905 -0.0022787443173162853 -0.0014649035954352068 0.003462759233910062 -0.0033710377287926008 -0.00038204157990730133 0.0026163536400335592
leaf_weight=0.0010369308287602168 0.0010611897002527062 0.0011188069515695185 0.0010043103037471468 0.0011846156143146421 0.0011761025587727222 0.0012233268705918766 0.0012347164094753107 0.0018508237405782252 0.0012038428830125764 0.0010584790683103584 0.0010883241946332799
leaf_count=902 151 97 86 225 158 213 693 165 45 70 316
internal_value=0 0.000155957 0.00111238 0.00205286 0.000683246 -0.00032365 -7.07493e-06 0.000463796 -0.000856138 0.00206392 0.00044713
internal_weight=0 0.0131803 0.00440196 0.00339765 0.00221303 0.00877832 0.00755499 0.00643619 0.00352688 0.0029093 0.00232304
internal_count=3121 2970 1371 1285 1060 1599 1386 1289 1054 235 1009
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=10
num_cat=0
split_feature=2 11 3 0 15 150 39 13 2
split_gain=5.19455e-05 7.66192e-05 9.07941e-05 8.25337e-05 0.000141884 0.000133644 0.000125288 0.000280327 4.52401e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.12018999999999998 -0.10324499999999999 -0.015744999999999999 0.081835000000000019 0.091820000000000013 -0.084034999999999985 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -5 -4
right_child=1 -3 3 6 -6 -7 -8 -9 -10
leaf_value=0.001375960655772503 0.0020142487137877444 -0.002406897524717204 -0.00064458756406427181 0.00071455447024361407 0.0029385906529280212 0.0016401410911945746 0.001485017509799396 -0.004378027745572991 -0.0032169760246106944
leaf_weight=0.0018714208955780921 0.0015459978402314655 0.0011576770412469175 0.0011727041708318731 0.0016075480608117557 0.0013554726698311063 0.0014696054732694919 0.0010660761248914128 0.0018571618724882513 0.0010182440160546591
leaf_count=199 101 211 141 589 96 128 99 1466 91
internal_value=0 -0.000221159 6.9507e-06 -0.000318108 0.000470883 -0.000442888 -0.0011916 -0.00201518 -0.00184011
internal_weight=0 0.0122505 0.0110928 0.00954681 0.00501603 0.00366055 0.00453079 0.00346471 0.00219095
internal_count=3121 2922 2711 2610 456 360 2154 2055 232
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=16
num_cat=0
split_feature=124 123 133 12 484 3 156 15 42 52 1 4 4 47 12
split_gain=0.000253363 0.000211909 0.000272098 0.000282734 0.000274536 0.000250696 0.000240955 0.000211314 0.000418121 0.000205761 0.000192352 0.0002119 0.000169167 0.000199307 0.000322695
threshold=0.091025000000000009 1.0000000180025095e-35 0.099660000000000012 -0.015429999999999998 -0.0068949999999999992 -0.20241999999999996 0.091255000000000017 1.0000000180025095e-35 0.081660000000000024 -0.081429999999999989 0.077565000000000009 -0.0016099999999999997 0.053180000000000012 0.092710000000000015 0.093535000000000021
decision_type=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 -9 -7 -11 -12 -13 14 -14
right_child=-2 -3 -4 4 5 6 -8 8 -10 10 11 12 13 -15 -16
leaf_value=-0.00074403532001617229 0.00071890323902834238 0.00046168680227049212 -0.00082600138842165924 -0.00071931728442842474 0.00071311561290949687 0.00061138233274959681 -0.00069683916773338424 -0.00078531383110244776 0.00038641051626247245 -0.00052758031109051287 0.00074604608485040382 -0.00044487931630518584 0.001057271216571091 -0.00024230596620576387 -9.0503782626173555e-05
leaf_weight=0.0011913713344050099 0.0010064388138875382 0.00165341724774148 0.0010562640586480416 0.0010635031049196159 0.0012005516876212293 0.0018770444647508294 0.0010016509083862314 0.0016103524229017932 0.0011547889547572771 0.0010545683480827385 0.001111701557437339 0.0012472808883363662 0.0010650300137288182 0.001418876799330282 0.001099195037861378
leaf_count=128 57 237 447 413 114 251 154 425 334 250 72 75 65 64 35
internal_value=0 -4.63875e-05 -9.53643e-05 -4.74176e-05 8.26542e-06 6.41706e-05 2.53601e-06 6.2725e-05 -0.000295974 0.000174499 5.72936e-05 0.000161094 2.64684e-05 0.000190545 0.000474324
internal_weight=0 0.0188056 0.0171522 0.0160959 0.0149045 0.013841 0.0126405 0.0116388 0.00276514 0.0088737 0.00699665 0.00594208 0.00483038 0.0035831 0.00216423
internal_count=3121 3064 2827 2380 2252 1839 1725 1571 759 812 561 311 239 164 100
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=15
num_cat=0
split_feature=14 52 38 39 42 3 3 43 47 15 16 48 0 42
split_gain=0.000285113 0.000229891 0.00022502 0.000259851 0.000250027 0.000163856 0.0002195 0.000196514 0.000257895 0.000314168 0.000144198 0.000143837 0.000222395 8.52698e-05
threshold=0.076175000000000007 -0.40306999999999998 1.0000000180025095e-35 0.091820000000000013 0.093775000000000011 -0.12018999999999998 0.16158000000000003 -0.073959999999999984 0.092710000000000015 0.024640000000000006 -0.23935499999999996 0.085700000000000012 -0.15350499999999997 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 7 13 9 11 -3 12 -9 -7
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.00070838034138057874 -0.00080595032638683232 0.00092980514770938803 -0.00066061615754878212 0.00078276627802551153 -0.00048809114208267425 6.994791452023863e-05 0.00065504814788542036 0.00094063238997976349 -0.0008923254287750218 -0.00086400836555464221 0.00019402990451801891 -0.00024576020737422161 9.0826379753403729e-06 0.00069261443620995892
leaf_weight=0.0010657124119966893 0.0011585234028056437 0.0011561811943541223 0.0010523009685812204 0.0014610574387977212 0.0019643487169558231 0.0012858499373685269 0.0013677800909433482 0.0010956209364181291 0.0011685422736728845 0.0010340000926782229 0.0018876496188013894 0.0016914036112918689 0.0018628362183370443 0.001097190770279359
leaf_count=314 101 54 56 147 440 354 126 57 97 589 99 94 194 399
internal_value=0 3.21836e-05 7.57278e-05 0.000121114 5.91906e-05 0.000137966 4.16426e-05 -4.92035e-05 -0.00019034 -4.60195e-05 0.00047351 0.000135879 0.000354068 0.000356634
internal_weight=0 0.0191905 0.0181248 0.0170725 0.0156114 0.0136471 0.0106032 0.00923544 0.0068524 0.00568386 0.00304383 0.00464986 0.00295846 0.00238304
internal_count=3121 3020 2706 2650 2503 2063 1910 1784 1031 934 153 345 251 753
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=12
num_cat=0
split_feature=4 4 376 133 49 15 151 12 16 49 4
split_gain=5.35032e-05 8.15231e-05 0.000123718 6.14315e-05 9.23665e-05 0.000123989 5.76597e-05 0.000100492 5.12033e-05 6.76391e-05 6.12488e-05
threshold=0.24564500000000003 0.098655000000000007 0.048375000000000008 1.0000000180025095e-35 0.0093850000000000027 0.040760000000000005 -0.00099499999999999979 0.092465000000000006 -0.013324999999999998 -0.043469999999999995 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -2 -8 9 -1 -10
right_child=6 -3 -4 -5 -6 -7 7 -9 10 -11 -12
leaf_value=0.00081488823093286836 -0.00083756685245679979 -0.0028048640972686387 0.003006840175648123 -0.0024489687113416966 0.0024722911165300033 -0.0035902982048096614 0.0036954216820162099 -4.1905945295660629e-06 -0.0006885043991246018 -0.002466370317345938 0.0024970884907891278
leaf_weight=0.0011030126115363359 0.0011854975696096171 0.0011495688968145611 0.0010741801495954004 0.0012556009633415098 0.0010782743640403453 0.0010625168487743098 0.0012785762924920297 0.0014790703145419748 0.0010048041469580271 0.001253756660321112 0.0012842606941468734
leaf_count=78 98 121 110 923 208 690 251 77 159 146 260
internal_value=0 -0.000379571 -7.37439e-05 -0.00048521 -0.000121893 -0.000611919 0.000944867 0.00171113 6.92458e-05 -0.000930679 0.00109875
internal_weight=0 0.010266 0.00911641 0.00804223 0.00678663 0.00570835 0.00394314 0.00275765 0.00464583 0.00235677 0.00228906
internal_count=3121 2695 2574 2464 1541 1333 426 328 643 224 419
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=17
num_cat=0
split_feature=14 52 38 39 131 52 457 13 151 16 1 0 48 2 12 3
split_gain=0.000213682 0.000209669 0.000214179 0.000276061 0.000252059 0.000206044 0.00022295 0.000222244 0.000353905 0.000269912 0.000239373 0.000227357 0.000214824 0.000203128 0.000175977 2.71782e-06
threshold=0.076175000000000007 -0.40306999999999998 1.0000000180025095e-35 0.091820000000000013 0.082070000000000018 -0.090859999999999982 0.045365000000000009 -0.11122999999999998 -0.0077149999999999988 -0.056919999999999991 0.094385000000000011 -0.10836499999999999 0.089670000000000014 0.086950000000000013 0.099400000000000002 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 14 -9 10 -10 -12 -8 -11 -7 -15
right_child=-2 2 -4 -5 -6 6 12 8 9 13 11 -13 -14 15 -16 -17
leaf_value=-0.0006853001967648361 -0.00073844702117840878 0.00066870156262143908 -0.00066009933609608579 0.00080928811643117679 -0.00065240636874251408 0.00068652693759913811 0.0010958336035368132 -0.001086968699503381 -0.00026131110548908228 0.0001447812579023944 7.8131271081437789e-05 0.0011857353956362829 4.466401929926682e-05 -0.00067021580392192723 -0.00018083545092477632 -0.00079293469719344005
leaf_weight=0.0010852969885812849 0.0010714434875821457 0.0016678049355587496 0.0010550322303317641 0.0014737257116336109 0.0013053376493644122 0.0016911998974990213 0.0010097020554891969 0.0010888351075064619 0.001449088678789289 0.0011667779822450292 0.0010512960424072237 0.0010251721468998581 0.0011817927933694961 0.001002065592624838 0.0010693188992014768 0.0010197773343513621
leaf_count=314 101 225 56 147 402 109 143 141 805 179 50 94 44 217 28 66
internal_value=0 2.93303e-05 7.18121e-05 0.000116702 5.18068e-05 0.000115542 4.32122e-05 -5.75638e-05 -0.000201943 -5.84182e-05 0.000260685 0.000624966 0.000528976 -0.00041124 0.000350544 -0.000732113
internal_weight=0 0.0193422 0.0182569 0.0172019 0.0157282 0.0144228 0.012755 0.0105635 0.00780301 0.00671418 0.00352556 0.00207647 0.00219149 0.00318862 0.00276052 0.00202184
internal_count=3121 3020 2706 2650 2503 2101 1876 1689 1552 1411 949 144 187 462 137 283
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=15
num_cat=0
split_feature=124 47 4 14 52 0 1 15 49 2 2 15 2 13
split_gain=0.000250058 0.000265786 0.000214351 0.000237354 0.000159999 0.000254861 0.000282229 0.000274021 0.000207487 0.000219491 0.000233886 0.000138901 0.0001998 0.000109521
threshold=0.10281000000000001 0.13148500000000005 -0.49405499999999997 0.076175000000000007 0.11434500000000002 -0.062294999999999996 1.0000000180025095e-35 -0.055554999999999993 -0.081404999999999991 0.11215000000000001 0.089885000000000007 -0.03241999999999999 0.092120000000000021 -0.0087749999999999981
decision_type=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 10 -10 -7 -13 -9
right_child=-2 -3 3 -5 -6 11 7 13 9 -11 -12 12 -14 -15
leaf_value=-0.0006383991503358101 0.00084210450503484087 -0.00094529951679464324 -0.00068889672905683708 -0.00072200058571990431 -0.00038113548078601539 0.0010224977422250358 0.00064492526114564219 0.0010705197676927022 -0.0003553960794035823 -0.00076679454526393926 0.00065276081136829292 -0.00023101492072701672 0.00067364604903127272 0.00030629807817273726
leaf_weight=0.0015666186027667407 0.0010254733521245637 0.0010088844391594456 0.0015461954295034686 0.0011766135792347079 0.0018874669551959223 0.0012461317864429066 0.0010352571091721829 0.0010552386508146938 0.0018204160244661149 0.0015993049783220711 0.0012070000724868635 0.0012524766277496142 0.0019987548446603887 0.0013456981358904172
leaf_count=154 39 59 1202 101 441 182 63 270 161 111 52 44 105 137
internal_value=0 -5.7355e-05 -9.54448e-06 4.78314e-05 0.000104465 0.000169439 6.13047e-06 0.000139413 -7.37836e-05 -0.000234599 4.65458e-05 0.000518366 0.000325142 0.000642182
internal_weight=0 0.0197461 0.0187372 0.0171706 0.0159939 0.0141065 0.00960911 0.00806291 0.00566198 0.00462672 0.00302742 0.00449736 0.00325123 0.00240094
internal_count=3121 3082 3023 2869 2768 2327 1996 794 387 324 213 331 149 407
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=16
num_cat=0
split_feature=14 38 124 484 48 4 40 3 12 150 47 1 42 3 0
split_gain=0.00021765 0.000211064 0.000298452 0.000303473 0.000175077 0.000263299 0.000181724 0.000269011 0.000182583 0.000239897 0.000236452 0.000217761 0.000189337 0.000165168 0.00010251
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.12737000000000001 0.27834500000000006 -0.061244999999999994 0.10542000000000001 0.084100000000000022 0.087380000000000013 0.085270000000000026 0.077565000000000009 0.084635000000000016 -0.06977499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 11 12 -8 -10 -7 -13
right_child=-2 -3 3 4 -6 13 7 -9 10 -11 -12 14 -14 -15 -16
leaf_value=0.00082401029084565986 -0.00071872560496549353 -0.00068361149488968998 -0.00074862007183742584 -0.00060149483322641077 -0.00052351915837947128 0.001017185498696765 -7.7202675177773076e-05 0.00064847727276986925 -0.00096956247081359946 -0.00051564815568490221 0.00027746341126891675 0.0010613046722372078 -0.00010550215166272319 0.00013677506576905389 0.0003509465433148466
leaf_weight=0.0013435797342643335 0.0010782817591586938 0.0010298521614672254 0.0012763513613758435 0.0010954278776615931 0.0011806562422469894 0.0013296311294765939 0.0015853569224910657 0.0019685649466456576 0.001421510137160251 0.0010059723427819911 0.0013848597132444518 0.0011417845488104206 0.0013134036609646921 0.0010088003799095463 0.0010495041585123488
leaf_count=223 101 62 466 66 64 76 102 91 721 55 154 45 692 131 72
internal_value=0 3.88842e-05 7.99805e-05 2.03412e-05 8.37209e-05 0.00013384 3.54404e-05 9.96221e-05 -2.1745e-05 0.000196332 -0.000274909 0.000385979 -0.00055461 0.000637376 0.000721083
internal_weight=0 0.0191353 0.0181054 0.0167618 0.0154855 0.0143048 0.0119664 0.010871 0.00890239 0.00478262 0.00411977 0.00377665 0.00273491 0.00233843 0.00219129
internal_count=3121 3020 2958 2735 2269 2205 1998 1932 1841 274 1567 219 1413 207 117
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=11
num_cat=0
split_feature=484 1 12 43 52 151 43 2 16 1
split_gain=5.01835e-05 6.83884e-05 8.92847e-05 8.66173e-05 0.000162547 0.000101426 0.000129438 0.000153918 0.000171764 8.70075e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.084960000000000022 -0.0083949999999999979 -0.074359999999999996 0.089885000000000007 -0.072804999999999981 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 -7 -8 -9 -5
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0022582808315268921 0.0027851042932108736 0.0024318248163581416 -0.0028503967287955164 0.00046532423712063653 -0.0028485578866220282 0.0043204339389813764 -0.0021242147468469559 0.004262734386033076 -0.0012218214682658815 -0.0035987421522415178
leaf_weight=0.0010132547811078285 0.0012584814339317045 0.0013045798138075155 0.0011587946872936407 0.0013538586348599852 0.0019302068778785444 0.0012280757757848213 0.0015738689032868255 0.0015313718691193773 0.0010556839754055081 0.001004025962959898
leaf_count=503 117 162 95 244 767 330 412 143 227 121
internal_value=0 0.000156243 -8.92165e-05 0.000203374 -0.000132374 0.000544388 0.00133616 0.000455365 0.00202469 -0.00126522
internal_weight=0 0.0133989 0.0120944 0.0109356 0.00967709 0.00774689 0.005389 0.00416092 0.00258706 0.00235788
internal_count=3121 2618 2456 2361 2244 1477 1112 782 370 365
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=11
num_cat=0
split_feature=2 475 4 12 3 13 0 43 0 48
split_gain=5.92908e-05 6.88146e-05 0.000132765 0.000104098 0.000121901 8.76427e-05 0.000109009 0.000105591 0.000228313 9.7227e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.36766000000000004 -0.082514999999999991 0.14121000000000003 0.11596500000000001 -0.019414999999999998 -0.074359999999999996 -0.11991499999999998 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 9 -9
right_child=1 2 -4 4 -6 6 -8 8 -10 -11
leaf_value=0.0017365384959120334 -0.0025882616257299645 -0.003634690113956843 0.0029692255517789483 0.0011734103038305232 0.002668275533609011 -0.0011405501041754785 0.0036051386768797922 0.0018638037406081152 -0.0060256397748138495 -0.0025458214213180388
leaf_weight=0.0019125663460018713 0.0013165486571978706 0.0010513007744546469 0.0014779929854748909 0.0012645933897784943 0.0015156090837794012 0.0011723115090804537 0.0010399805440783894 0.0011131555875075233 0.0012783419059131428 0.00116525320738603
leaf_count=199 482 132 204 596 75 123 30 109 1118 53
internal_value=0 -0.000281945 -7.86794e-06 -0.000466188 -7.65573e-05 -0.000668014 0.00109036 -0.00147485 -0.00241643 -0.000391424
internal_weight=0 0.0123951 0.0110785 0.00960055 0.00854925 0.00703364 0.00221229 0.00482134 0.00355675 0.00227841
internal_count=3121 2922 2440 2236 2104 2029 153 1876 1280 162
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=17
num_cat=0
split_feature=14 38 124 52 484 157 457 40 1 0 16 151 2 16 2 1
split_gain=0.000317765 0.000228847 0.000300366 0.000216642 0.000204487 0.000204793 0.000189874 0.000211916 0.000237035 0.000277116 0.000361408 0.000304113 0.000393289 0.000216148 5.55408e-05 1.18876e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.40306999999999998 -0.0068949999999999992 -0.08107499999999998 -0.0029299999999999994 -0.063404999999999989 1.0000000180025095e-35 -0.036484999999999997 -0.073404999999999984 -0.044604999999999992 0.090425000000000019 0.042200000000000008 0.098260000000000014 0.10337500000000001
decision_type=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 13 10 11 -10 -13 -9 -15 -12
right_child=-2 -3 3 4 5 6 7 8 9 -11 15 12 -14 14 -16 -17
leaf_value=0.00084243521585157858 -0.00087002716298501957 -0.00072217320130674926 -0.00072828033518901618 -0.00061151818496812612 0.00083670150667369326 -0.00059931533214987705 -0.00056882804393112388 -0.00061622982688677068 -0.0002448346095169922 0.0010352858538306301 -0.00024630004165782467 0.00019450682247105664 0.0013842626338873671 -7.6425173526028224e-05 0.00045917821125130158 -0.00050347252473671917
leaf_weight=0.0013261938446530791 0.0011607528075200371 0.0010662085087440589 0.0010302840400351265 0.0011647160098762236 0.0010296032684724296 0.0011143420831174486 0.0011338978401718791 0.0016174960532686113 0.0011676746902242741 0.0013877820589417444 0.0010008322153241267 0.0016480183915134616 0.0014741851659576116 0.0010816400162255713 0.0010872896700195173 0.0010127919006392982
leaf_count=223 101 62 307 434 169 95 87 857 66 106 149 223 83 40 49 70
internal_value=0 3.14741e-05 7.54395e-05 1.54306e-05 6.356e-05 0.000116847 6.28493e-05 0.000121357 0.000189541 0.000358283 0.000209234 0.000483772 0.000756264 -0.000153219 0.000192074 -0.00037565
internal_weight=0 0.019343 0.0182767 0.0169506 0.0159203 0.0147556 0.013726 0.0126116 0.0114777 0.00769128 0.0063035 0.00428988 0.0031222 0.00378643 0.00216893 0.00201362
internal_count=3121 3020 2958 2735 2428 1994 1825 1730 1643 697 591 372 306 946 89 219
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=11
num_cat=0
split_feature=52 16 1 2 2 159 16 0 16 43
split_gain=5.34232e-05 0.000106545 9.66925e-05 0.000181182 0.000123402 0.000101379 0.000161934 0.000124969 0.000119951 0.000156725
threshold=-0.28430999999999995 0.23311500000000004 0.077565000000000009 0.10097500000000002 0.091545000000000015 0.076905000000000015 -0.056919999999999991 -0.18901999999999997 -0.5315899999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -4 -9 -10
right_child=1 -3 5 -5 -6 -7 -8 8 9 -11
leaf_value=-0.0021621796401417154 -0.0024467198259891395 0.0026921936273093705 -0.0013429826881559215 -0.0052045697303994866 0.0024239834084515402 0.0032006516828693805 -0.0028000554780036099 -0.00078961085312928602 0.00046495035612328261 0.0053471893988273839
leaf_weight=0.0010808148948182059 0.0010494983497284045 0.0014935385615339339 0.0019223381369819492 0.0010000702414327406 0.001054089208090107 0.0011267532797293867 0.0016646988274525015 0.0012435219641528943 0.0012838384842869428 0.0013785478578366562
leaf_count=344 905 139 112 215 293 259 308 65 285 196
internal_value=0 0.0001629 -0.000159328 -0.00168114 -6.05331e-06 0.000388622 -3.42371e-05 0.000755753 0.00178867 0.00299291
internal_weight=0 0.0132169 0.0117234 0.00310366 0.00210359 0.0086197 0.00749295 0.00582825 0.00390591 0.00266239
internal_count=3121 2777 2638 1413 1198 1225 966 658 546 481
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=10
num_cat=0
split_feature=49 15 42 15 4 12 4 1 13
split_gain=4.99679e-05 0.000137641 0.000102788 0.000101575 0.000160454 0.000144874 0.000230896 0.000107902 0.000107013
threshold=-0.043469999999999995 -0.036009999999999993 0.091465000000000005 -0.037864999999999989 0.24564500000000003 0.051320000000000005 -0.046564999999999988 0.111945 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -6 -7
right_child=2 -3 -4 5 7 8 -8 -9 -10
leaf_value=0.0026928938447421552 -0.0032041015179491155 -0.0010889463342294047 -0.00258955906312792 -9.815027019499401e-05 -0.0017032070214607171 0.00096327331492460013 0.0058887915602429544 0.0023147218512529571 -0.0029690025990886976
leaf_weight=0.0019015502692263271 0.0017690356883996025 0.0015833860600578129 0.0015482150517063262 0.0012403670971584124 0.0010721745421857776 0.0016076501448754076 0.001083488291819589 0.0013626563678763217 0.0010126762700561251
leaf_count=243 605 182 621 124 78 328 58 154 728
internal_value=0 0.000974609 -0.000331767 5.03416e-05 -0.00103241 0.000970972 0.00269324 0.000545432 -0.000556431
internal_weight=0 0.00348494 0.0106963 0.00914805 0.00420387 0.00494418 0.00232386 0.00243483 0.00262033
internal_count=3121 425 2696 2075 837 1238 182 232 1056
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=15
num_cat=0
split_feature=14 2 11 3 457 0 15 3 2 1 52 151 0 13
split_gain=0.000325347 0.000162986 0.000165764 0.000228903 0.000227529 0.000165482 0.000327332 0.000280311 0.000240213 0.000196406 0.00033659 0.000171228 0.000116239 9.85729e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 1.0000000180025095e-35 0.097845000000000015 0.13146500000000003 0.083680000000000018 -1.0000000180025095e-35 0.12500000000000003 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 6 -6 -8 9 10 -7 -9 -3 -10
right_child=-2 2 -4 4 5 8 7 11 13 -11 -12 -13 -14 -15
leaf_value=0.00049826069597750549 -0.00088315425340025784 0.00079970501698073144 -0.00066137678211102978 -0.00076915152139503428 -0.00036953486936677386 -0.0014067476157794653 0.0012391476577078727 0.00068235967285759018 0.00051894864098224122 0.00011832412150999236 -0.00014633995126201582 -0.00013705133655243616 6.7539235643682754e-05 -0.00014091573130840346
leaf_weight=0.001966514932499888 0.0011275000484847189 0.0014612304543533119 0.0010303927408852323 0.0011473128125805586 0.0018335254605194862 0.0011183376919718614 0.0010250964379270311 0.0012689521165745177 0.0013466491486113785 0.0010949119235413307 0.001264118569414989 0.0016337385672838822 0.0010391533997449187 0.0011981134605040774
leaf_count=193 101 97 128 236 145 836 75 63 66 19 651 62 22 427
internal_value=0 4.29054e-05 -1.14919e-05 3.19032e-05 -5.77255e-05 1.15436e-05 0.000214304 0.000486844 -0.000182435 -0.000468359 -0.000737982 0.000221166 0.000495419 0.000208274
internal_weight=0 0.018428 0.0164615 0.0154311 0.0129308 0.0117834 0.00576131 0.00392779 0.00602213 0.00347737 0.00238246 0.00290269 0.00250038 0.00254476
internal_count=3121 3020 2827 2699 2580 2344 345 200 1999 1506 1487 125 119 493
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 38 43 160 14 52 157 457 15 3 150 2 12 1 43
split_gain=0.000326211 0.000257376 0.000463612 0.000314567 0.000317777 0.000281037 0.000293515 0.000298736 0.000244007 0.00028307 0.000276572 0.00025286 0.00039688 0.0002834 0.000257434 0.000301179 0.000342064 0.000125067
threshold=-1.0000000180025095e-35 -0.08070999999999999 0.091015000000000013 -0.0068949999999999992 0.084835000000000008 0.24789500000000006 -0.098904999999999979 0.076975000000000002 -0.40306999999999998 -0.073574999999999988 -1.0000000180025095e-35 0.091650000000000023 0.14121000000000003 0.080470000000000014 0.11215000000000001 0.092355000000000007 0.094385000000000011 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 -10 -11 12 13 14 15 16 17 -12
right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00092174929200067323 -0.00078131370242180025 -0.00077685744395252008 0.0010951979719113791 -0.00061242592254536258 -0.00086409248368972999 -0.00075750538109039612 -0.00050476857078519185 -0.00063987590930870573 0.0011400397558319949 -0.0004827662838886683 0.00052321944394406869 -0.00042878412231661656 0.0013580053873665967 0.0010960847004277887 -0.00051659148491003211 -0.00036158490907372697 0.0011381167155778218 -0.00018122453231425142
leaf_weight=0.0011090249982980581 0.0010923535149118804 0.0013904586426485973 0.0012081532430740219 0.001284699468686922 0.001014733127949973 0.0010066997379138123 0.0010153919445606745 0.0010542784893446963 0.0012398045782380249 0.0012322169182428242 0.0015521217305609642 0.0010410995623266759 0.0012410780782392003 0.0011932430768417102 0.0012207125348108992 0.0013727654880628382 0.0017774961538953547 0.0013938041864034242
leaf_count=491 58 464 102 326 49 156 240 41 149 77 77 148 74 128 89 121 69 262
internal_value=0 2.674e-05 6.82999e-05 6.36218e-06 6.47863e-05 0.000118264 0.000171315 0.000236977 0.000301716 0.000363453 0.000283382 0.000370857 0.000456231 0.000324721 0.000198927 0.000342203 0.000546745 0.000189926
internal_weight=0 0.0223311 0.0212388 0.0200306 0.0186401 0.0176254 0.0166187 0.015334 0.0142797 0.0132643 0.0120245 0.0107923 0.00975122 0.00851014 0.0073169 0.00609619 0.00472342 0.00294593
internal_count=3121 2630 2572 2470 2006 1957 1801 1475 1434 1194 1045 968 820 746 618 529 408 339
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=11
num_cat=0
split_feature=1 0 3 4 3 3 3 3 15 42
split_gain=4.98334e-05 0.000102206 0.000122373 0.000107939 0.000112883 8.49396e-05 0.00013745 0.000118319 0.000117831 9.02952e-05
threshold=0.094385000000000011 -0.060129999999999996 0.013900000000000001 -0.49405499999999997 -0.10831999999999999 0.11296500000000002 -0.077774999999999983 0.13524500000000003 -0.053579999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 9 -7 -8 -2
right_child=5 3 -4 4 -6 7 8 -9 -10 -11
leaf_value=-0.0038643538241994535 0.0011805023896619799 -0.0018321228678900891 -0.0001178527418547205 0.0040095824420824993 -0.00033411667560711471 -0.0030734045049246486 0.0042498789961744809 0.0011018879885144569 0.00036162056229041236 -0.0023891399058298137
leaf_weight=0.0014550453910607665 0.0014047100708149962 0.0011282461799074772 0.0016938568932980402 0.0010496265103370206 0.0011000251767906474 0.0012120480298269953 0.0016336535190165065 0.0012252736138704118 0.0012238929724654327 0.0011627751165604883
leaf_count=1833 158 82 97 45 121 57 284 171 154 119
internal_value=0 -0.000629939 -0.00184904 0.000541183 0.00178681 0.000494845 0.00115495 -0.00097443 0.00258453 -0.000436134
internal_weight=0 0.0064268 0.0031489 0.0032779 0.00214965 0.00786235 0.00542503 0.00243732 0.00285755 0.00256749
internal_count=3121 2178 1930 248 166 943 715 228 438 277
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=17
num_cat=0
split_feature=14 38 2 160 39 484 457 4 156 15 42 3 47 48 12 2
split_gain=0.000299463 0.0002611 0.00024133 0.0002122 0.000233623 0.000266066 0.000232843 0.000271772 0.000251167 0.000252461 0.00030567 0.000226305 0.000283358 0.000326968 0.000226976 0.000118135
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0091949999999999983 -0.22361499999999998 0.091820000000000013 -0.0068949999999999992 -0.0029299999999999994 -0.49405499999999997 0.091255000000000017 0.050935000000000008 0.092860000000000012 -0.097604999999999983 0.092710000000000015 0.085845000000000019 1.0000000180025095e-35 0.08708500000000001
decision_type=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 -8 9 10 11 -9 13 14 -13 -11
right_child=-2 -3 3 4 -6 6 7 8 -10 15 -12 12 -14 -15 -16 -17
leaf_value=0.00074505154067957895 -0.00083868516740879607 -0.00074288172190442722 -0.00069510793337920393 -0.00076021182102913173 0.00071914980715059732 -0.00061574620359635779 -0.00056303958224376567 0.0010693433135553893 -0.00055020182060363284 0.00018802602703369152 -0.00038025922049258673 0.0013282731220172865 -0.00039000063071652306 -4.7275439192023641e-05 0.0003340288031280158 -0.00059750549176778417
leaf_weight=0.0013656456698478382 0.0011169096339559417 0.0010959311746712155 0.0010260400357927349 0.0011057257254245981 0.0013826873335758679 0.0011898519999207222 0.0013052091129588357 0.0017977485996192311 0.0010102908518016132 0.001036801146186637 0.0010520250423938539 0.0015569524436009445 0.0010011581571313447 0.0014169304875157329 0.0010249958466203302 0.0010246892636779636
leaf_count=165 101 62 299 461 106 123 106 94 140 522 97 103 83 123 202 334
internal_value=0 3.49902e-05 8.15828e-05 2.80681e-05 7.47204e-05 1.33637e-05 7.71175e-05 0.000144544 0.000229105 0.000308542 0.000442732 0.000570099 0.000390597 0.000586027 0.000933573 -0.000202432
internal_weight=0 0.0193927 0.0182968 0.0169311 0.0159051 0.0145224 0.0134167 0.0122268 0.0109216 0.0099113 0.00784981 0.00679779 0.00500004 0.00399888 0.00258195 0.00206149
internal_count=3121 3020 2958 2793 2494 2388 1927 1804 1698 1558 702 605 511 428 305 856
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=16
num_cat=0
split_feature=14 48 484 15 160 51 2 2 150 4 15 4 1 12 16
split_gain=0.000302221 0.000150619 0.000149317 0.000213255 0.000182809 0.000251924 0.000226825 0.000299886 0.000235237 0.000176966 0.000220543 0.000285189 0.0002321 0.000156272 3.42123e-05
threshold=0.076175000000000007 -0.064549999999999982 -0.0068949999999999992 -0.24436499999999997 -0.090969999999999981 0.095050000000000009 0.11704500000000001 0.11067500000000001 0.088380000000000014 -0.46376499999999993 -0.016799999999999995 -0.0016099999999999997 0.077565000000000009 0.089410000000000003 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 -6 11 -11 14 -13 -12
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 12 13 -14 -15 -16
leaf_value=0.00057761504175330358 -0.0008871596664656111 -0.00057844276386178218 0.00066757694541138028 -0.0006913774517929201 -0.0005709274811915876 0.00082650532414614726 -0.00069848535637787544 0.00088494448614961441 -0.00073885910357604772 0.0005477803418474414 -0.0001236583553672041 -0.00086736129885067032 0.0010014011668590913 2.2240447218287617e-05 0.00031966455752318034
leaf_weight=0.0013993709805177881 0.0010867016484162875 0.0012275159407876815 0.0014317790553984864 0.0011020688960548851 0.0011360661942134724 0.0010689488564441527 0.0013458334533700276 0.0011097649663480849 0.0012624780062502347 0.0011602510682362441 0.0010228451809274931 0.0013440371040983629 0.0013912171920279631 0.0010060461284372678 0.001006182580812416
leaf_count=150 101 460 228 327 96 114 133 109 124 215 510 115 281 116 42
internal_value=0 3.97874e-05 -5.5102e-06 4.01946e-05 -2.41712e-05 3.30348e-05 -3.8938e-05 4.60941e-05 -5.3693e-05 5.35395e-05 0.000155903 -0.000144667 0.000464389 -0.000486532 9.61828e-05
internal_weight=0 0.0180144 0.016615 0.0153875 0.0139557 0.0128537 0.0117847 0.0104389 0.00932912 0.00806665 0.00693058 0.00351033 0.00342024 0.00235008 0.00202903
internal_count=3121 3020 2870 2410 2182 1855 1741 1608 1499 1375 1279 446 833 231 552
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=15
num_cat=0
split_feature=14 38 148 3 48 50 4 42 2 150 0 4 0 0
split_gain=0.000252241 0.00020493 0.000229329 0.000234408 0.000319142 0.000243129 0.000320084 0.00018483 0.000158841 0.000228404 0.000169046 0.000148737 8.67898e-05 8.55684e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043434999999999994 0.16158000000000003 0.12796000000000005 0.083090000000000011 0.40473500000000007 0.092860000000000012 0.098035000000000011 0.08882000000000001 -0.043914999999999989 0.08184000000000001 -0.11991499999999998 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 11 -10 12 -4 -14
right_child=-2 -3 3 -5 -6 -7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.00077836512707358239 -0.00081092469483648216 -0.00069896409010401653 0.00062678443103045484 0.00070399186139566872 -0.00093978066351766505 -0.00071023288824614904 0.00085356958015078721 -0.0004751420497798808 0.00097371958256429688 -0.00071598288051134883 8.3991512308007231e-05 -0.00039571045703864555 -0.00022183497590120641 0.00033288194215099105
leaf_weight=0.0012240031643020446 0.0010372120909585272 0.0010003205037462095 0.0012435287628171938 0.0013144528434499972 0.0010135110311680984 0.0011299017747887124 0.0014031895435837336 0.0018659073635113781 0.001054538481398519 0.0011299365999343225 0.001381626135035896 0.0012806851516821149 0.0013164569960934956 0.0019069123894900888
leaf_count=141 101 62 46 121 62 529 162 365 235 129 125 67 863 113
internal_value=0 3.74659e-05 8.01349e-05 2.68555e-05 -3.35853e-05 3.3392e-05 0.000100168 5.60555e-06 0.000101919 -2.81542e-05 0.000469127 0.000107068 0.000251218 0.00010633
internal_weight=0 0.018265 0.0172647 0.0160406 0.0147262 0.0137127 0.0125828 0.0111796 0.00931368 0.00687752 0.00243616 0.00574758 0.0044669 0.00322337
internal_count=3121 3020 2958 2817 2696 2634 2105 1943 1578 1218 360 1089 1022 976
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=18
num_cat=0
split_feature=133 133 14 132 42 1 43 3 40 16 42 160 1 16 16 1 12
split_gain=0.000391672 0.000379432 0.000238166 0.00024466 0.000211525 0.000474872 0.000335356 0.000316056 0.000257706 0.00019898 0.000192637 0.000189962 0.000319485 0.000309037 0.00030356 0.000201972 0.000162276
threshold=0.10622000000000002 0.091580000000000009 0.076175000000000007 0.081240000000000021 -1.0000000180025095e-35 0.11507500000000002 0.084740000000000024 -0.083924999999999986 -0.0067649999999999993 -0.069894999999999985 0.085465000000000013 -1.0000000180025095e-35 0.094465000000000007 -0.29154999999999992 0.033715000000000009 0.086560000000000012 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -6 -11 -10 15 -14 -15 -13 -8
right_child=-2 -3 -4 -5 6 -7 16 8 11 10 -12 12 13 14 -16 -17 -18
leaf_value=-0.0012458660838691926 -0.0010264957506557334 0.0010121298576624756 -0.00074447020077413148 0.00075491703525564868 0.001026679744598217 0.00029651802797383924 -0.0010643555244592075 0.00076320804917255646 -0.00060099474833136247 -0.00030045143548637735 0.00071537352919833158 -3.3445167270013788e-05 -0.00036707650650638971 0.0010378117282596943 -0.00012080765573852707 -0.0010171673871933744 -0.00010555087154839799
leaf_weight=0.001216826582835436 0.0010808797200346802 0.0010809607897080539 0.0012601276447252721 0.0012399779036249272 0.0015657758320101745 0.0011142195580697845 0.001058199763273344 0.0010817756236364212 0.0018760525961687381 0.0010436204300958195 0.0011361075242762655 0.0013526814389373714 0.0013731766718545202 0.0018206168713026383 0.0010326183150670687 0.0011048701023075314 0.0010007670239388644
leaf_count=574 435 160 86 198 69 33 61 183 345 236 98 260 73 82 77 101 50
internal_value=0 2.67297e-05 -2.58006e-05 2.182e-05 -2.93139e-05 -0.00050862 4.30197e-05 0.000141659 -2.18121e-05 0.00056247 0.000229012 -0.000121019 1.36999e-05 0.000298279 0.000618494 -0.000475709 -0.000598326
internal_weight=0 0.0213584 0.0202774 0.0190173 0.0177773 0.00233105 0.0154463 0.0133873 0.00964179 0.0037455 0.00217973 0.00856002 0.00668396 0.00422641 0.00285324 0.00245755 0.00205897
internal_count=3121 2686 2526 2440 2242 607 1635 1524 1121 403 334 938 593 232 159 361 111
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=11
num_cat=0
split_feature=43 3 48 1 1 15 0 49 42 1
split_gain=5.22426e-05 9.75501e-05 8.71372e-05 0.000152663 0.000107532 8.72699e-05 7.38637e-05 6.81193e-05 0.000106646 0.00011788
threshold=0.16180500000000003 0.16158000000000003 -0.032929999999999994 0.13265500000000002 0.10752500000000002 0.050935000000000008 -0.11756999999999999 -0.048674999999999989 0.075730000000000006 0.083835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 9 -9
right_child=-2 -3 3 -5 6 -7 -8 8 -10 -11
leaf_value=0.002065792724907106 -0.002086742231027121 0.0029011159555448517 0.0016499397685712054 -0.0034776266092750902 0.00015952526805804122 -0.0031076400464938709 0.0032051647220009568 0.0020627199846679923 -0.0029799603648646852 -0.0016683778643526513
leaf_weight=0.0014784947254518092 0.0010165632831322388 0.0010591648390506784 0.0014039318344197848 0.0012672077054547088 0.0015601934082745128 0.001073661303802877 0.001319452665193982 0.0015489119736908407 0.0013360533030971605 0.0014929072106081367
leaf_count=153 218 147 201 120 78 1012 197 236 544 215
internal_value=0 0.000140385 -9.39006e-05 -0.000384121 1.85572e-05 -0.000626843 0.00155504 -0.000166167 -0.000748571 0.000231519
internal_weight=0 0.01354 0.0124808 0.0110023 0.00973511 0.00685547 0.00287965 0.0057818 0.00437787 0.00304182
internal_count=3121 2903 2756 2603 2483 2208 275 1196 995 451
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=15
num_cat=0
split_feature=14 48 11 457 1 2 3 14 0 48 2 1 3 15
split_gain=0.000253825 0.000137629 0.000160674 0.000181609 0.000133121 0.000254637 0.000356975 0.000231073 0.000222435 0.000215926 0.000209219 0.000193262 0.000173083 0.00015863
threshold=0.076175000000000007 -0.064549999999999982 0.088215000000000002 -0.0029299999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.013900000000000001 -1.0000000180025095e-35 0.18019500000000002 0.086425000000000016 0.10060500000000001 0.13075500000000004 -0.010424999999999999 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 11 -7 -8 10 -9 12 13 -5 -6
right_child=-2 2 -4 4 5 6 7 9 -10 -11 -12 -13 -14 -15
leaf_value=0.00052415509934163051 -0.00076663792988785999 -0.00062139461361423445 -0.00061426568402262393 -0.0003968985301174486 -2.0567026475536574e-05 0.0010383291504409589 -0.00049462847893873242 0.00090847459990170843 0.00048738209842698305 2.3871933205103222e-05 -0.00092481907443686564 0.0003845458030838102 0.00044726998599032387 -0.00082067152451247602
leaf_weight=0.001389274180836785 0.001075505989732827 0.0010097067960504963 0.0010423425806145295 0.0016852786879631744 0.0014454362102766802 0.0016636264762082088 0.0010538860629631941 0.0012004552057179041 0.0011503224832267733 0.0017616501791661854 0.0010641049718685819 0.0012984406587602214 0.0010020917253092962 0.0011521920389533091
leaf_count=150 101 227 97 1052 78 231 76 99 18 83 309 74 44 482
internal_value=0 3.78995e-05 -2.96932e-06 3.81731e-05 8.41735e-05 0.00019453 0.000411779 0.00015223 -0.000131408 0.000382376 -0.000321149 -0.000122172 -8.21171e-05 -0.000375458
internal_weight=0 0.0179188 0.0165295 0.0154872 0.0144775 0.00957569 0.00567962 0.00401599 0.0049018 0.00296211 0.00375148 0.00389607 0.00268737 0.00259763
internal_count=3121 3020 2870 2773 2546 1123 489 258 1423 182 1405 634 1096 560
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=11
num_cat=0
split_feature=484 131 12 52 160 47 4 12 16 1
split_gain=5.50728e-05 6.65465e-05 6.84832e-05 8.46137e-05 0.000128794 0.000120112 0.000159143 0.000174397 0.000143778 5.8171e-05
threshold=-0.0068949999999999992 0.088610000000000008 -0.029094999999999999 -0.090859999999999982 0.086325000000000013 0.092710000000000015 -0.040589999999999994 0.10673000000000001 0.13751500000000003 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 9 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.002351118485694931 -0.0015381361668215616 -0.0023667158748086874 0.0029690336547621172 -0.0029324326937455502 -0.0029364496096622207 -0.0018941601223054713 0.0024173594079706512 -0.00087142946768598787 0.0017605542728020174 0.0055639627460011172
leaf_weight=0.0010270912229112363 0.0017589145352315235 0.0010506286816761587 0.0015273339014700788 0.0013494061103614032 0.0011673777822804503 0.0014922553600223362 0.001101866928013966 0.0010018203684684437 0.0015182248197492809 0.0015437863017107034
leaf_count=503 306 385 391 782 89 103 296 85 46 135
internal_value=0 0.000161656 0.000374832 0.000689233 0.000309711 0.000782963 0.00139615 0.00284585 -0.0004478 0.00425346
internal_weight=0 0.0135116 0.012461 0.0107021 0.00917474 0.00800736 0.0065151 0.00364747 0.00286763 0.00264565
internal_count=3121 2618 2233 1927 1536 1447 1344 516 828 431
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=16
num_cat=0
split_feature=14 38 124 484 3 41 15 0 3 4 1 160 47 0 4
split_gain=0.000256473 0.000203602 0.000282101 0.000253599 0.00018808 0.00028982 0.000422185 0.000278316 0.000259574 0.000189916 0.000152377 0.000140729 0.000176726 0.000179069 0.000146142
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 0.07831500000000001 -1.0000000180025095e-35 -0.053834999999999994 0.10542000000000001 -0.080924999999999983 0.086105000000000015 0.088020000000000015 0.092530000000000015 -0.10607499999999999 0.25615500000000008
decision_type=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 -9 -6 -11 12 13 14 -12
right_child=-2 -3 3 4 7 -7 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.00079903592564549658 -0.00079627244215956276 -0.00065632042424973805 -0.00070980786024928198 0.001485706504497407 0.00075329852808492302 -0.00027466099253450817 0.00017405534842308709 -0.00095497718847601764 -3.1657310495165236e-05 -0.00047294786633287695 0.0011420106744085506 -0.00036055240270047788 -0.00016112357091335072 -7.1302916046584252e-05 0.00030149685862908087
leaf_weight=0.0012610954892223565 0.0010372658046595698 0.0010717109400810712 0.0011769455297700277 0.0010106563103731148 0.0010523033794175816 0.0012478887829647789 0.0017078440350228831 0.0014223837188134464 0.0017657838738631138 0.001317888781274628 0.0011232337357780509 0.0012149778798736105 0.0017434887696283485 0.0010418272730788602 0.0010224264792507154
leaf_count=223 101 62 466 63 456 55 110 185 67 784 63 43 108 274 61
internal_value=0 2.49119e-05 6.52285e-05 1.03009e-05 6.43846e-05 0.000367098 0.000661688 -3.81996e-05 -0.000443591 0.000113566 2.3372e-05 0.000129799 0.00025062 0.000475835 0.000741498
internal_weight=0 0.0191805 0.0181087 0.0168476 0.0156707 0.00396639 0.0027185 0.0117043 0.00318817 0.00851615 0.00746384 0.00614595 0.00493098 0.00318749 0.00214566
internal_count=3121 3020 2958 2735 2269 228 173 2041 252 1789 1333 549 506 398 124
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=15
num_cat=0
split_feature=14 2 14 0 0 16 13 160 47 43 16 151 0 52
split_gain=0.000235195 0.0001196 0.000119984 0.00016803 0.000200415 0.000198628 0.000171755 0.000142915 0.000131627 0.000184831 0.000210202 0.000131404 0.000254727 0.000103668
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.10708499999999999 -0.10607499999999999 -0.062294999999999996 -0.032969999999999992 -0.082014999999999991 0.086325000000000013 0.096770000000000009 -0.083684999999999996 0.22339500000000004 -0.0077149999999999988 -0.14116499999999996 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 7 -5 11 9 13 -11 -4 -13 -6
right_child=-2 2 3 4 8 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.00042477134546893515 -0.00075993579261934775 -0.0004924804944207178 -0.00021408552969904497 -8.0492946858012326e-05 -0.00012161238880093508 0.00079335385939009338 -0.0010284731815641795 -0.00037170482087660984 0.0004475762699458126 -2.2813675525880632e-05 -0.00099497233935815486 0.0010676511634849267 4.4008043863676012e-06 0.0006146478170061657
leaf_weight=0.0018828247396242377 0.0010651919363441334 0.0012886876663165117 0.0011215031578635792 0.0010001032455358681 0.0010216747227345668 0.0013333783299177534 0.0010595198229907208 0.0013659375067059942 0.0014909980728159411 0.0014833998040660618 0.0010038960147156495 0.0010665796617105872 0.0014062431919032448 0.0010376527756643661
leaf_count=193 101 119 80 686 65 93 1147 75 62 131 176 77 84 32
internal_value=0 3.40532e-05 -1.28647e-05 3.00843e-05 -0.000126216 0.000231176 -0.000568157 8.00563e-05 2.4544e-05 -0.000114183 -0.000415186 0.000251737 0.000463003 0.000249374
internal_weight=0 0.0175624 0.0156796 0.0143909 0.00809724 0.00629364 0.00205962 0.00496026 0.00603762 0.00454662 0.0024873 0.00359433 0.00247282 0.00205933
internal_count=3121 3020 2827 2708 2299 409 1833 316 466 404 307 241 161 97
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=12
num_cat=0
split_feature=14 15 131 15 42 43 52 2 3 0 15
split_gain=5.71489e-05 0.000119877 9.87016e-05 9.44465e-05 0.000115496 0.000195003 0.000233653 0.000139727 0.000110028 8.06387e-05 8.00703e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.088610000000000008 -0.10203999999999998 -0.094469999999999985 -0.083684999999999996 -0.088204999999999992 0.10097500000000002 -0.11171999999999999 -0.07384499999999998 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 8 -7 10 -6 -9 -8
right_child=1 2 -4 4 5 6 7 9 -10 -11 -12
leaf_value=-0.0020553828237248432 0.0030667201239861653 -0.0026518080513847127 -0.0030765093833447239 -0.0026634692940084265 0.0011848551678146019 -0.0042310056464261543 0.00066061102917519153 0.00071028351828992251 0.0058507233238832999 -0.0031150205930219436 0.0037422279717144033
leaf_weight=0.0012681627592791974 0.0013099655983502502 0.0010977442132925888 0.0010532851344104829 0.0010690487394713023 0.0010049725337815119 0.0010983216125856647 0.0018071545661189465 0.001164826772339313 0.0010395022524592569 0.0010679714622722838 0.001613636572232444
leaf_count=140 232 173 381 219 78 344 261 114 334 146 699
internal_value=0 0.000178373 -0.000136498 0.000145963 0.000457276 0.000836549 1.27403e-05 0.000837172 0.00355719 -0.0011194 0.00211425
internal_weight=0 0.0133264 0.0120165 0.0109632 0.00986543 0.00879639 0.00675191 0.00565359 0.00204447 0.0022328 0.00342079
internal_count=3121 2981 2749 2368 2195 1976 1564 1220 412 260 960
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=15
num_cat=0
split_feature=14 2 11 3 457 0 15 160 2 13 1 13 0 43
split_gain=0.000236485 0.000123859 0.000187269 0.000199386 0.0001798 0.000184712 0.000296791 0.000233756 0.000218374 0.000172613 0.00012378 0.000110921 9.23244e-05 7.40936e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.081005000000000008 -0.12018999999999998 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.088020000000000015 0.097845000000000015 0.15641500000000003 0.090475000000000014 -0.091904999999999987 0.12500000000000003 -0.077824999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -5 6 -6 10 9 13 -8 -10 -3 -7
right_child=-2 2 -4 4 5 8 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.00044410103707975921 -0.0008119882688511985 0.00076932610114032666 -0.00071071259137771726 -0.00070365885072140274 -0.00033737094544550078 -0.00045328727475980239 0.0003295009802980368 -0.00010470898101749596 0.00054042626104153799 4.6484180302124831e-06 0.0010980059764960481 -0.00018665333413394447 9.7582568314003864e-05 -0.0010991064213328398
leaf_weight=0.0019378730004850206 0.0010110131129377189 0.0013974747818079605 0.0010470558830641954 0.0011194674138231648 0.0017962143994134927 0.0010015198069049025 0.0010010723068069041 0.0012381405865440342 0.0012640517507188087 0.0013091544382391046 0.0015659525265224739 0.0011840553849287033 0.0010397052669759432 0.0010713354016051047
leaf_count=193 101 97 128 236 145 452 43 43 66 67 114 427 22 987
internal_value=0 3.64804e-05 -1.27811e-05 3.59757e-05 -5.07819e-05 1.31532e-05 0.000234522 0.000504481 -0.00019953 -0.000480603 0.000798309 0.000188766 0.000482759 -0.000787073
internal_weight=0 0.0179731 0.0160352 0.0149881 0.012551 0.0114315 0.00560138 0.00380517 0.00583012 0.00338201 0.00256702 0.00244811 0.00243718 0.00207286
internal_count=3121 3020 2827 2699 2580 2344 345 200 1999 1506 157 493 119 1439
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=16
num_cat=0
split_feature=124 52 14 157 1 14 47 15 15 43 16 49 133 2 0
split_gain=0.000225414 0.000236381 0.000200391 0.000233867 0.00017843 0.000232204 0.000334779 0.000222302 0.000182165 0.000176743 0.000285722 0.000253183 0.000173577 0.000150161 0.000149994
threshold=0.10195500000000002 -0.38533999999999996 0.076175000000000007 -0.08107499999999998 0.094385000000000011 -0.10708499999999999 0.093140000000000014 -0.10653 -0.074054999999999996 -0.084004999999999982 -0.092124999999999985 -0.047584999999999995 1.0000000180025095e-35 0.097605000000000011 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 -6 8 -8 -7 12 11 -11 -5 -12 -10
right_child=-2 2 -4 4 5 6 7 -9 14 10 13 -13 -14 -15 -16
leaf_value=-0.00080188666395301813 0.00076609967335813944 0.00073328401817425936 -0.0007256187912824955 0.00053061041253316447 -0.00044687392380593781 0.00097186296991477825 0.00023023041219815749 -0.00079991508235442374 0.00069827540129051779 0.00058343427005572125 -0.0012081115130537 -0.00049054844915597299 -0.00034503459446256297 -0.00034145766982749814 -9.8867150188455816e-05
leaf_weight=0.0010961386719592374 0.001004131264764215 0.0012677326417475472 0.001009366687437451 0.001452726008249066 0.0014793188944254021 0.0017748966413575953 0.0013392359735547475 0.0010440508040300833 0.0012573179305395144 0.0011255336020551399 0.0012660849767639542 0.001354620396354398 0.0011249701009079099 0.0010038663606949279 0.001394088312364262
leaf_count=328 42 235 88 126 112 246 63 93 66 33 824 283 269 160 153
internal_value=0 -4.75039e-05 -1.29198e-06 4.20089e-05 -1.41074e-05 0.000154085 0.000284637 -0.000221047 0.000556916 -0.000204359 -0.000395819 -3.15789e-06 0.000148457 -0.000824841 0.000279144
internal_weight=0 0.0189899 0.0178938 0.0168844 0.0156167 0.00828891 0.00680959 0.00238329 0.0044263 0.0073278 0.00475011 0.00248015 0.0025777 0.00226995 0.00265141
internal_count=3121 3079 2751 2663 2428 733 621 156 465 1695 1300 316 395 984 219
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=11
num_cat=0
split_feature=1 0 3 0 3 3 4 15 42 12
split_gain=5.16536e-05 0.000107554 0.000150697 0.000168589 7.14297e-05 0.000126477 0.000120497 0.000102432 7.76324e-05 3.67325e-05
threshold=0.094385000000000011 0.18019500000000002 -0.083924999999999986 -0.10607499999999999 0.11296500000000002 -0.077774999999999983 0.056795000000000005 -0.053579999999999996 1.0000000180025095e-35 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 8 -6 -7 -2 -1
right_child=4 -3 3 -5 6 7 -8 -9 -10 -11
leaf_value=-0.00037968808477195046 0.0011519849095514591 0.002397633128413817 -0.00043959043043416472 -0.0049466239693663145 0.001575011541039789 0.0043256365270518266 -0.0029492199008409646 0.00044933454651818072 -0.0023910170247538592 0.0023581457233003136
leaf_weight=0.0010590141992689699 0.0014396250937265824 0.0010057049210558944 0.0018731799246462506 0.0016349433737831947 0.0011302830368470351 0.0016609495733572906 0.0013694977581082679 0.0012618245628183557 0.0011867942413725796 0.0010042882385560073
leaf_count=677 158 25 159 1091 92 284 136 154 119 226
internal_value=0 -0.000689268 -0.00124649 -0.00254007 0.00053593 0.00118439 -0.000903576 0.00265215 -0.000448983 0.00095292
internal_weight=0 0.00657713 0.00557143 0.00350812 0.00804897 0.00554919 0.00249978 0.00292277 0.00262642 0.0020633
internal_count=3121 2178 2153 1250 943 715 228 438 277 903
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=17
num_cat=0
split_feature=14 38 124 124 148 48 16 43 42 160 1 157 16 4 4 4
split_gain=0.00026773 0.00022396 0.000301534 0.00020393 0.000211758 0.000191073 0.000267421 0.000210146 0.000197841 0.000272429 0.000277649 0.000258097 0.000251824 0.000201349 0.000313782 0.000131877
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.08919500000000001 -0.043434999999999994 0.12649500000000002 -0.5048999999999999 0.097930000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10089500000000001 -0.063984999999999986 -0.034884999999999992 -0.080924999999999983 -0.27825499999999997 0.0061450000000000003
decision_type=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 -8 11 13 -10 -12 14 -11 -15
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 12 -13 -14 15 -16 -17
leaf_value=0.0009233559890827461 -0.00085622838838198044 -0.00077468451163280783 0.00069885081627561296 0.00079284423600847547 0.00079675422052246779 -0.00081116532370348099 -0.00068988280528464968 -0.00079533275266478352 0.00020093031224777062 -0.00024142467275629567 0.0013739792751056668 -0.0010045786850698055 0.00014542636758338215 -0.00070962393044429577 0.0011183767551476969 8.8474409779995615e-05
leaf_weight=0.0012474706374071718 0.0011297272280680329 0.0010184061763892629 0.001146013741827546 0.0010014280582682075 0.0011136427109618126 0.0010845126588980786 0.0012620878867434212 0.0012724521329929997 0.0010021479566366398 0.0011305057203849778 0.0010766191837524447 0.0012700102226185644 0.0010293215532657385 0.0013775696928018449 0.0010164483612016351 0.0012415015027303911
leaf_count=223 101 62 127 57 85 62 570 225 203 53 102 438 129 463 126 95
internal_value=0 3.46227e-05 8.23425e-05 1.68706e-05 -3.48561e-05 -9.54491e-05 -3.47718e-05 -0.000114064 -3.07593e-05 6.0214e-05 0.000236478 -0.000472882 0.000773499 -8.13059e-07 0.000402356 -0.000331306
internal_weight=0 0.0182901 0.0172717 0.0160243 0.0150228 0.0138768 0.0127923 0.0116787 0.0104062 0.00914412 0.00687197 0.00227216 0.00210594 0.00476603 0.00214695 0.00261907
internal_count=3121 3020 2958 2735 2678 2551 2489 2404 2179 1609 968 641 231 737 179 558
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=12
num_cat=0
split_feature=14 15 2 131 15 42 51 4 1 13 0
split_gain=4.63735e-05 0.000103389 8.88553e-05 9.72282e-05 0.00010092 8.54942e-05 0.000165724 0.000120371 0.000143615 0.000132533 0.000148879
threshold=-0.10708499999999999 -0.15026499999999995 -1.0000000180025095e-35 0.088610000000000008 -0.095869999999999983 -0.088934999999999986 -0.031924999999999995 0.0061450000000000003 0.086560000000000012 -0.13710499999999998 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 9 -8 -11
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.0016101428487641603 0.0024682771557666661 0.0023215201618049077 -0.002282991500282995 -0.0029387902412834127 -0.0019204570389282096 -0.0025051342719221515 -0.0011637162168567417 0.0031708266630062873 -0.0019628966638159441 0.0046994491528081824 0.00015624618181938005
leaf_weight=0.0012718004956226844 0.0013162634954208647 0.001046271640519447 0.0013803146023093861 0.0010081300334856139 0.0011805938310218787 0.0011083514188319418 0.0010319752503367171 0.0016811398964834377 0.0013527624206283312 0.0012137137589303269 0.0010147353730343145
leaf_count=140 232 114 222 370 271 371 34 222 315 789 41
internal_value=0 0.000139246 -0.00011584 -0.000348268 -8.61554e-05 0.000267128 0.000616008 0.0011656 0.000434857 0.00142969 0.00263068
internal_weight=0 0.0133343 0.012018 0.0109717 0.00996359 0.00858327 0.00740268 0.00629433 0.00461319 0.00326042 0.00222845
internal_count=3121 2981 2749 2635 2265 2043 1772 1401 1179 864 830
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=17
num_cat=0
split_feature=124 14 123 12 133 147 159 3 16 41 1 52 43 3 48 16
split_gain=0.000466626 0.000256182 0.000295709 0.00027334 0.000291608 0.00024284 0.000259812 0.000240825 0.000263074 0.000260418 0.000212312 0.000457675 0.000200801 0.000315 0.000159779 6.30925e-05
threshold=0.10281000000000001 0.076175000000000007 1.0000000180025095e-35 -0.015429999999999998 0.09389500000000002 0.089025000000000007 -0.032739999999999991 -0.12018999999999998 -0.29154999999999992 0.079395000000000007 0.094465000000000007 -0.067494999999999986 -0.084004999999999982 0.086245000000000016 0.085130000000000025 0.0039400000000000008
decision_type=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 -9 15 12 -12 -10 -14 -15 -8
right_child=-2 -3 -4 4 -6 -7 7 8 10 -11 11 -13 13 14 -16 -17
leaf_value=-0.0006766058461379873 0.00096367049436378832 -0.00071392479732392293 0.00060219688148030177 -0.00072365554111374032 -0.0007731778232002507 0.00073092986015653027 0.00038280346920486916 -0.00072460197446477391 0.00034275327026569318 -0.00024045265979180921 -0.00030429228148575924 0.00076934849932399144 -0.0010736464949404703 0.00036126240098760407 -0.00044393989824094204 0.00087312143020062212
leaf_weight=0.0015060372834724651 0.0010370346483284656 0.0012362029132957355 0.0015681753108083589 0.0010469323231398703 0.0010416127921871613 0.0010449392667712951 0.0010325696555431021 0.0012079757811370708 0.0011131658262552874 0.0010217156815848227 0.001585011294900962 0.0019622552358831147 0.0010160885718612945 0.001010144634307597 0.0011798260797273308 0.0013208722036583964
leaf_count=149 39 101 236 299 465 88 63 112 284 40 124 84 866 32 31 108
internal_value=0 -5.87974e-05 -1.53897e-05 -7.20622e-05 -1.36358e-05 4.07705e-05 -1.26635e-05 4.71263e-05 -7.89218e-05 0.00038602 2.02286e-05 0.000289618 -0.000201014 -0.000389813 -7.25327e-05 0.000657995
internal_weight=0 0.0198935 0.0186573 0.0170891 0.0155831 0.0145415 0.0134966 0.0124496 0.00907447 0.00337516 0.00786649 0.00354727 0.00431923 0.00320606 0.00218997 0.00235344
internal_count=3121 3082 2981 2745 2596 2131 2043 1744 1533 211 1421 208 1213 929 63 171
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=11
num_cat=0
split_feature=1 12 12 2 52 151 4 2 3 15
split_gain=5.20444e-05 9.10445e-05 0.000104279 8.54632e-05 0.000123795 0.000126103 9.63192e-05 8.85484e-05 0.000104448 0.000252071
threshold=0.13686500000000004 0.11650500000000001 0.10345000000000001 0.096015000000000017 -0.088204999999999992 -0.0067699999999999991 -0.0029599999999999995 0.10097500000000002 0.12178000000000001 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -5 9 -9
right_child=-2 -3 -4 7 5 6 -8 8 -10 -11
leaf_value=-0.0043381533026239615 0.0018466016283942258 -0.0029018251423442811 0.0030134367349585679 0.0033436967991148613 0.0020728098558726359 0.0001622550869129948 -0.0035020048755708636 0.0041200264492047165 -0.0022737544425956643 -0.001981026423855886
leaf_weight=0.0010390332065953493 0.0014265579257684508 0.0012057475071082626 0.0011344095851397529 0.0010488279536096518 0.0014543448903474327 0.0015666007362735478 0.0014557548802699109 0.0014603348055774908 0.00140349627803249 0.0013906408895518751
leaf_count=331 169 121 200 145 232 1028 303 322 93 177
internal_value=0 -0.000215796 5.51451e-05 -0.000255041 -0.00114885 -0.000408625 -0.00160268 0.000674576 1.65745e-05 0.00114407
internal_weight=0 0.0131592 0.0119534 0.010819 0.00551573 0.0044767 0.00302236 0.0053033 0.00425447 0.00285098
internal_count=3121 2952 2831 2631 1894 1563 1331 737 592 499
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=11
num_cat=0
split_feature=124 151 150 16 1 15 15 0 0 4
split_gain=5.11573e-05 6.59122e-05 9.7547e-05 0.000220798 0.000123233 0.000146076 0.000139111 0.000119369 0.00011028 8.90851e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.12187000000000002 -0.5048999999999999 0.11249000000000002 -0.095869999999999983 1.0000000180025095e-35 -0.043914999999999989 0.16094000000000003 0.19806500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -9 -6
right_child=1 2 -4 4 9 6 -8 8 -10 -11
leaf_value=0.0021228567609762931 -0.0023772684225348414 0.0051626617439648375 -0.0032427068901780542 -0.0041942018358331534 0.00023727012771162172 0.0030151114973483105 -0.0031657039532647013 -0.0032354489897801521 0.0017425187944515301 0.0042897831553575655
leaf_weight=0.0012607069816341883 0.0015389204344472248 0.0010695412573867033 0.001003257172323386 0.0013771850455998125 0.0017421133062310856 0.0018124690460085066 0.0013933516783351764 0.0011368366921266047 0.0010597562922710635 0.0010848176818186346
leaf_count=259 303 131 60 219 148 574 1106 161 31 129
internal_value=0 -0.000217646 6.69155e-05 0.000377929 -0.000154778 -0.000966704 -0.000143949 0.000906263 -0.000833806 0.0017924
internal_weight=0 0.0132182 0.0116793 0.0106761 0.00960653 0.0067796 0.00540241 0.00400906 0.00219659 0.00282693
internal_count=3121 2862 2559 2499 2368 2091 1872 766 192 277
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=12
num_cat=0
split_feature=474 160 133 151 42 52 4 0 0 43 48
split_gain=5.14101e-05 0.000129733 0.000221146 0.000132284 0.000133476 0.000115248 0.000135517 0.000143934 0.000100025 9.61682e-05 7.98561e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084129999999999996 -1.0000000180025095e-35 0.10744000000000002 -0.17966999999999997 -0.11756999999999999 -0.072269999999999987 -0.074359999999999996 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 6 -6 10 -1 -9 -8
right_child=-2 2 3 4 5 -7 7 9 -10 -11 -12
leaf_value=-0.0055649131661392971 0.0023989360791052384 -0.00486814451903888 -0.0032847505311458373 -0.0023464794108494971 -0.0023556219850275335 0.0052418556790150041 -0.0023264431738285415 0.006753513697769776 -0.00027361799171752763 0.0022299142373121677 0.0020830848339207903
leaf_weight=0.0010616434711717406 0.0011716236781273972 0.001085073140458497 0.0010089078593606719 0.0012474417880718536 0.0012235939478166856 0.0012428951565460478 0.0011877240983956578 0.0010574841203684774 0.0010035011232026134 0.0018941564327542332 0.0011844582687134952
leaf_count=579 344 707 145 258 125 113 116 228 157 283 66
internal_value=0 -0.00022759 0.000285584 0.000842204 0.00130291 0.00188727 0.00125047 0.00207928 -0.00299375 0.00385058 -0.000124715
internal_weight=0 0.0131969 0.0111317 0.0100467 0.00903775 0.00779031 0.00654742 0.00532382 0.00206514 0.00295164 0.00237218
internal_count=3121 2777 2041 1334 1189 931 818 693 736 511 182
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=15
num_cat=0
split_feature=14 38 124 484 48 4 3 0 150 1 0 4 47 3
split_gain=0.00031553 0.000207308 0.000352666 0.000263823 0.000157531 0.000237181 0.00018625 0.000304863 0.00030271 0.000308296 0.000326856 0.000264937 0.000174296 7.77993e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.12737000000000001 0.27834500000000006 0.10542000000000001 -0.043914999999999989 0.086845000000000019 1.0000000180025095e-35 -0.10607499999999999 -0.097604999999999983 0.085270000000000026 -0.11171999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 9 11 -11 -5 -12 -7
right_child=-2 -3 3 4 -6 13 7 -9 -10 10 12 -13 -14 -15
leaf_value=0.00089023682099883378 -0.00087245290421490674 -0.00066489782622878527 -0.00073565087411087908 5.1801846376393885e-05 -0.00050395084640474151 0.00088776041990008673 0.0010283607958600119 -6.7971025465017224e-05 -0.00073679504194882998 0.00080249801884179988 -0.0005737741404226558 -0.00093208736540945601 0.00029423365760985646 0.00027618786717226732
leaf_weight=0.0012770769676288566 0.0010482676088849887 0.0010333735460308349 0.0011349263672495646 0.0017026179362595864 0.0011462229021759621 0.0011653822016111093 0.001138095757854618 0.0015500939766681663 0.0015346513735743916 0.0019782757265396356 0.0010455743351173163 0.0012123295408442538 0.0013999650718092005 0.0010000099290946108
leaf_count=223 101 62 466 55 64 68 62 40 171 76 403 1079 112 139
internal_value=0 3.49415e-05 7.67805e-05 1.18856e-05 6.89277e-05 0.000116764 2.52599e-05 0.000396182 -8.71103e-05 4.8749e-05 0.000316368 -0.000357399 -7.68774e-05 0.000605327
internal_weight=0 0.0183186 0.0172852 0.0160081 0.0148732 0.013727 0.0115616 0.00268819 0.00887341 0.00733876 0.00442382 0.00291495 0.00244554 0.00216539
internal_count=3121 3020 2958 2735 2269 2205 1998 102 1896 1725 591 1134 515 207
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=12
num_cat=0
split_feature=484 1 150 15 11 16 2 0 4 12 0
split_gain=4.83916e-05 6.98125e-05 9.26885e-05 0.000108317 0.000139343 0.000116295 0.000113903 0.000119319 8.4033e-05 8.10908e-05 6.49723e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11456000000000001 -0.24436499999999997 0.077415000000000012 -0.36241499999999999 0.10981000000000002 -0.10607499999999999 0.0052350000000000009 0.095330000000000012 -0.063634999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 -7 10 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0023587754467053151 0.0036261688555195666 0.0026189448519804161 -0.0030157243356747502 -0.0031096726980886381 -0.0040550412847080927 0.00013791945534106045 0.0036429683724447507 -0.0020033095622361153 0.0044387054349609928 -0.0036712946354687955 0.0013069849560667565
leaf_weight=0.001007127280223564 0.0010440408437028164 0.0012903511733487446 0.0012073484462838688 0.0010738893705230868 0.0010032171736464321 0.0011654123600873438 0.0014090500511501972 0.0012493316514178556 0.0010776494531438419 0.0010335520359949241 0.0017603549446463572
leaf_count=503 128 162 107 127 158 96 236 1111 44 299 150
internal_value=0 0.00016504 -9.83031e-05 0.000227342 -0.000135771 0.0003126 0.00079018 0.000150738 0.00220418 -0.000988444 -6.71301e-05
internal_weight=0 0.0133142 0.0120238 0.0108165 0.00977246 0.00876924 0.00769535 0.0062863 0.00224306 0.00404324 0.00300969
internal_count=3121 2618 2456 2349 2221 2063 1936 1700 140 1560 1261
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=12
num_cat=0
split_feature=124 50 484 42 43 16 42 16 1 457 3
split_gain=5.04313e-05 6.13045e-05 9.05175e-05 7.03373e-05 0.000129587 0.000114409 0.000126473 0.000156331 0.0001912 0.000165833 0.000121038
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 -0.14968999999999996 0.22339500000000004 0.085225000000000009 -0.010699999999999999 0.11212500000000002 0.082380000000000009 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 10 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0018011603359408331 -0.0023270889683428102 -0.002271104534519508 0.0023615197592540141 0.0029426599227838574 0.0020076542558906301 -0.0029751980560278114 -0.0030129401000817757 0.003792477393984489 -0.0032849032323560342 0.0042476590238490044 -0.0023696822072453686
leaf_weight=0.0012586929497518532 0.0013125371094019145 0.0011526237179211177 0.001315100145002677 0.0011845194297395193 0.0010479132157858242 0.0013105822608269332 0.0010045496245207272 0.0011277416317347589 0.001261294957962289 0.0010111761502322736 0.0012359693862009635
leaf_count=259 599 579 297 79 106 283 595 115 96 60 53
internal_value=0 -0.000185352 1.81875e-05 -0.000275413 1.78114e-05 -0.000415298 8.62924e-05 0.000634019 -0.000147729 0.00105313 -0.00036123
internal_weight=0 0.012964 0.0118114 0.0104963 0.00918375 0.00799923 0.00668864 0.0056841 0.00455635 0.00329506 0.00228388
internal_count=3121 2862 2283 1986 1387 1308 1025 430 315 219 159
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=15
num_cat=0
split_feature=124 42 4 160 43 0 11 4 42 49 0 16 1 12
split_gain=0.000224148 0.000216012 0.000152416 0.000167906 0.000186517 0.00017484 0.00011765 0.000153294 0.000146057 9.67155e-05 0.00011688 0.000110716 4.32959e-05 4.28528e-05
threshold=0.08919500000000001 -1.0000000180025095e-35 -0.49405499999999997 -0.091944999999999985 -0.074359999999999996 -0.061629999999999997 0.084110000000000004 0.41555500000000006 0.075730000000000006 -0.006494999999999999 -0.098289999999999975 -0.071854999999999988 0.094825000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 -5 7 8 9 11 12 -6 -11 -1
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00078082340068451838 0.00072189194379797836 -0.00059290440433606691 -0.00056093956795345715 0.00012080779218830547 0.00012516286459599661 0.0008956040974056012 0.00050421522850866893 -0.00055877467266420195 -0.00051137038016307651 0.00031030949618510948 -2.407696905636092e-05 -0.00054801497349325518 0.00077702089984554477 -0.00032330047737557396
leaf_weight=0.0010398217083988914 0.0010495395581341651 0.0010577927107133745 0.0011139432346460422 0.0018613060109243466 0.0018683254793847581 0.0013545852599115291 0.0010968648828244545 0.0014275877430250218 0.0011675224017289512 0.001073898006792362 0.0018040535292929202 0.0010149329006340357 0.0010663860533768332 0.0011724230832795756
leaf_count=84 60 143 371 549 95 109 63 101 570 48 81 55 41 751
internal_value=0 -5.79808e-05 8.82511e-06 5.16891e-05 0.000101373 0.000447164 -4.33714e-06 -6.3536e-05 2.48926e-05 0.000116594 0.000283548 -0.000111802 0.000542846 -0.00053835
internal_weight=0 0.0181194 0.0159072 0.0148494 0.0137355 0.00321589 0.0105196 0.00942271 0.00799512 0.0068276 0.00394434 0.00288326 0.00214028 0.00221224
internal_count=3121 3061 2226 2083 1712 658 1054 991 890 320 170 150 89 835
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=16
num_cat=0
split_feature=14 48 124 4 123 484 12 3 3 48 12 16 4 15 1
split_gain=0.000236905 0.000143615 0.000161998 0.000201269 0.000187314 0.000221254 0.000232734 0.000186171 0.000158541 0.000232673 0.000197831 0.000172218 0.000157348 0.000149894 9.98136e-05
threshold=0.076175000000000007 -0.064549999999999982 0.08919500000000001 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.015429999999999998 0.14121000000000003 -0.10023499999999998 0.085700000000000012 0.084100000000000022 -0.004174999999999999 0.24564500000000003 -0.098289999999999975 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 11 10 13 12 -8 -10 -11
right_child=-2 2 -4 4 -6 6 7 -9 9 14 -12 -13 -14 -15 -16
leaf_value=0.00052215960959359447 -0.00074084974869258256 -0.00063299010289752529 0.00060151874002525624 -0.00074671917685903172 0.00066477531833947234 -0.00066299695767715102 -0.00044615593120520073 0.00067047456577044081 -8.2274642608351695e-05 -0.00092224107006193387 -0.00033271518490142471 0.00073910636922511024 0.00039356656798621929 0.00071943935763195822 -0.00022410029374926409
leaf_weight=0.001391554766010601 0.0010335952028261977 0.0013275641404142382 0.0010245955566720857 0.0010189761271175999 0.0010068258585292185 0.0011279703141335107 0.0010058472530087847 0.0012182524752228927 0.0010178731097552074 0.0010177763859633843 0.0016834630314415599 0.0012963854924117344 0.0012379114846676753 0.0013480581303393392 0.0010193588974196643
leaf_count=150 101 144 59 434 197 124 87 69 41 173 1235 77 57 125 48
internal_value=0 3.5818e-05 -5.5725e-06 -4.61579e-05 9.4942e-06 -4.12879e-05 1.87492e-05 8.9657e-05 1.61547e-05 -0.000138188 8.05027e-05 0.000281515 1.71301e-05 0.000374525 -0.0005729
internal_weight=0 0.0177424 0.0163509 0.0153263 0.0139987 0.0129919 0.0119729 0.0108449 0.00962667 0.00608653 0.00404939 0.00354014 0.00224376 0.00236593 0.00203714
internal_count=3121 3020 2870 2811 2667 2470 2036 1912 1843 1622 1401 221 144 166 221
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=13
num_cat=0
split_feature=14 1 4 3 13 11 39 0 16 4 151 2
split_gain=0.00022115 0.000152154 0.000250866 0.000156867 0.000279778 0.000185924 0.000165374 0.000209546 0.000203461 0.000145602 0.000127331 4.68859e-05
threshold=0.062655000000000016 0.077565000000000009 -0.083854999999999985 -0.10519499999999998 -0.084154999999999994 0.087830000000000005 0.084020000000000011 -0.10011499999999998 -0.070454999999999976 -0.49405499999999997 -0.0083949999999999979 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 7 8 10 -1 -6 -11
right_child=-2 3 -4 4 6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.00038941982557332911 -0.0007891742339729117 0.00086453533549504422 -0.00071133020588024279 0.00066626206650823147 -0.00077557909805225835 -4.8618444594982372e-05 0.0004601346244038998 -0.00078506831598821908 0.00045201086714541182 0.00011199091570809324 -9.9696111151594455e-06 0.0006504560175823659
leaf_weight=0.0012225780956520715 0.0010529211380288497 0.0018240883429223595 0.0019389070849493957 0.0018248401172036568 0.0011732503272803285 0.0011444755109950577 0.0013197047067075741 0.0016007515807289884 0.0016814913988572053 0.001003702179685555 0.0016468121220025722 0.0010369077202472265
leaf_count=35 104 140 1276 306 52 96 188 486 75 272 60 31
internal_value=0 4.89717e-05 -0.000205385 0.000157293 4.32634e-05 0.000512486 -0.000109912 -0.000233193 -3.69459e-05 9.52358e-05 -0.000328491 0.000385605
internal_weight=0 0.0174175 0.0052021 0.0122154 0.00924685 0.00296856 0.00742201 0.00610231 0.00450155 0.00326319 0.00282006 0.00204061
internal_count=3121 3017 1614 1403 1167 236 861 673 187 338 112 303
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=18
num_cat=0
split_feature=124 47 47 42 14 43 16 48 3 13 49 1 42 16 150 160 42
split_gain=0.000382431 0.000283195 0.000372516 0.000287106 0.000273062 0.000234718 0.000583256 0.000276853 0.00023554 0.000208981 0.000223393 0.000288162 0.000283783 0.00026938 0.000163273 0.000200868 3.99541e-05
threshold=0.10281000000000001 0.13148500000000005 0.11069000000000002 -0.095284999999999995 0.076175000000000007 -0.084004999999999982 0.22339500000000004 -0.064549999999999982 -0.084074999999999997 -0.28558999999999996 0.091860000000000011 0.077565000000000009 0.088200000000000014 -0.25582999999999995 0.087170000000000011 -1.0000000180025095e-35 0.086555000000000007
decision_type=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 16 -9 11 -11 13 -13 15 -15 -5
right_child=-2 -3 -4 4 -6 6 -8 9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00096578096944123103 0.0010088359708508468 -0.00093683383859563801 0.00088660948413994548 -0.00014237757900486753 -0.00083147880370839137 0.00083225561100169385 -0.0010846328712780942 0.00055183065989564053 0.0010563777872503665 -0.0009515378301333887 0.00061250659427189587 -0.0010066312865364981 0.00074690362608123638 -0.00031584233395362071 -0.00049597384966985111 0.00060000778255512265 0.00029734996884219183
leaf_weight=0.0010132504780369254 0.0010080865827759014 0.0010378343185989116 0.0012328830454100088 0.0010262996607132147 0.0011622596519236241 0.0011770170756941764 0.0014975281475861765 0.0014814827970333041 0.0011275653737611415 0.0013640270470121826 0.0010151705277664973 0.001076143072210517 0.0010020163355197072 0.0012597442294143557 0.0015644902033057351 0.0015642016500443112 0.0014565702428288585
leaf_count=235 39 59 102 274 86 90 294 104 185 785 181 50 257 87 46 170 77
internal_value=0 -6.7407e-05 -2.23375e-05 -8.19841e-05 -3.16025e-05 2.436e-05 -8.25615e-05 4.78794e-05 0.000409403 -4.15173e-05 -0.00014089 -0.000238562 -8.81705e-05 -0.000241295 -5.36167e-05 0.000191453 0.000115588
internal_weight=0 0.0210585 0.0200206 0.0187878 0.0177745 0.0166123 0.0130018 0.0115043 0.00361044 0.0103273 0.00884579 0.00783062 0.0064666 0.00546458 0.00438844 0.00282395 0.00248287
internal_count=3121 3082 3023 2921 2686 2600 2064 1770 536 1680 1576 1395 610 353 303 257 351
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=17
num_cat=0
split_feature=14 38 124 484 1 3 11 13 3 4 2 12 48 2 0 0
split_gain=0.000255604 0.0002281 0.000339819 0.000242843 0.000154032 0.000285802 0.000326606 0.000300689 0.00023221 0.000534886 0.000128537 0.000121108 0.000239836 0.000150527 0.000119465 9.74581e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.077565000000000009 -0.10519499999999998 0.080455000000000013 -0.083364999999999981 0.10732000000000001 -0.070499999999999993 0.092120000000000021 0.051320000000000005 0.086260000000000017 0.10882500000000002 -0.23091999999999999 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 9 10 -5 12 13 15 -14 -9
right_child=-2 -3 3 4 5 7 -8 11 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=0.00095114198630524111 -0.00081643705047115887 -0.00076694885097451562 -0.00075675237686041676 -0.00040027856982782144 0.0013921947660504766 0.00081556927708030893 0.00013515127856460662 0.00094085390729020668 0.00044530251040756865 -0.0014044199749545694 0.00041936531488904512 -0.00062200012445349617 -2.1546194848331741e-05 -0.00026349349460557092 -0.00083885831009641778 0.00022134489689095541
leaf_weight=0.0012728096429352144 0.0011236356777211123 0.0010082775573110317 0.0011432012708622796 0.0010452171957761923 0.0011426292537488622 0.0012500474908807577 0.0013873997072852973 0.0010000313622828827 0.0012940134706695972 0.0011275182642021264 0.0013031416558759168 0.0011754851496859342 0.0010166137921814311 0.0010511425091201676 0.0011616566760597746 0.0013292845334901262
leaf_count=223 101 62 466 484 74 201 126 48 16 660 101 340 27 63 59 70
internal_value=0 3.85618e-05 8.44471e-05 1.72947e-05 7.51906e-05 0.000192918 0.000702866 3.13271e-05 -0.000184316 -0.000418713 5.45549e-05 -0.000114249 -6.87657e-06 0.000283436 -0.000457413 0.000530247
internal_weight=0 0.0187085 0.0177002 0.0164274 0.0152842 0.0105143 0.00253003 0.00798426 0.00476989 0.00347588 0.00234836 0.00673421 0.00555873 0.00338046 0.00217827 0.00232932
internal_count=3121 3020 2958 2735 2269 1008 200 808 1261 1245 585 607 267 181 86 118
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=16
num_cat=0
split_feature=14 38 124 484 1374 457 1 42 151 4 12 4 3 47 4
split_gain=0.00025053 0.00021315 0.000337538 0.000268402 0.000142888 0.000281573 0.000207209 0.000203072 0.000346719 0.000220137 0.000257081 0.000180076 0.000119441 9.38736e-05 6.6458e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.035729999999999991 0.080930000000000016 0.12811000000000003 0.092395000000000019 -0.0017399999999999998 0.24564500000000003 0.098810000000000023 -0.083854999999999985 -0.0080949999999999998 0.13148500000000005 -0.27825499999999997
decision_type=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 -6 10 11 14 -13 -8 -10
right_child=-2 -3 3 4 5 -7 13 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.00091458741557639655 -0.00078987855138133744 -0.00071806385617838753 -0.0007663065016872419 -0.00053345188155832276 -0.00087087732094561117 0.00086967785549151369 0.00086877666406549067 -0.00057806190462907807 0.00020078971726963514 0.0006689683886011668 -0.00073272406023115722 -0.00056054028304050032 0.00018425380857908872 0.00016250694774787986 0.00075747031530617342
leaf_weight=0.0012473855559560756 0.0010994267813019256 0.0010015715525180094 0.0011550054104116038 0.001020358819837198 0.001017876788793338 0.0012603852757280274 0.0010647772329095704 0.0017392852473326276 0.001126137061944199 0.0018659021807998499 0.0010699866265534326 0.0010858356521792909 0.0013562178224706461 0.0010436694356030785 0.0012870284775827736
leaf_count=223 101 62 466 62 146 123 131 404 116 92 201 659 58 25 252
internal_value=0 3.2584e-05 7.59424e-05 1.09359e-05 7.10345e-05 0.000115354 4.02362e-05 -5.54972e-05 4.76803e-05 0.000167686 9.82773e-06 0.00017347 -0.000146912 0.000519177 0.000497688
internal_weight=0 0.0183414 0.0173399 0.0160925 0.0149375 0.0139171 0.0126567 0.0105483 0.00880898 0.00779111 0.00592521 0.00485522 0.00244205 0.00210845 0.00241317
internal_count=3121 3020 2958 2735 2269 2207 2084 1928 1524 1378 1286 1085 717 156 368
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=15
num_cat=0
split_feature=124 14 4 157 160 42 43 3 1 0 2 42 0 15
split_gain=0.000289109 0.000236665 0.000181178 0.000218479 0.000217331 0.000236902 0.000254975 0.000187689 0.000181672 0.000157475 0.000194041 0.000105981 0.000102338 7.4918e-05
threshold=0.091025000000000009 0.076175000000000007 -0.49405499999999997 -0.073574999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.116045 0.077565000000000009 -0.16360999999999995 1.0000000180025095e-35 0.092860000000000012 -0.23091999999999999 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 13 -6 11 -8 -9 12 -11 -7 -10 -5
right_child=-2 -3 3 4 5 6 7 8 9 10 -12 -13 -14 -15
leaf_value=-0.00059138130780094856 0.000864328223929687 -0.00080507346130233564 0.00059924388228461067 -0.0008442267300601651 -0.00056740890594357378 0.00092217863990059394 0.00045322088582069327 -0.00072585987997297538 7.2902564265136773e-05 -0.00015968780804435936 0.00084477133708717894 0.00022020453599569097 -0.00056728264809624389 -0.0002046737969959213
leaf_weight=0.001379376615902035 0.0010039265754256945 0.0011153351497419353 0.0017469111709094423 0.0010490756243779382 0.0014890989391646578 0.001391464320046245 0.0019633126719611482 0.0011980541137348848 0.0013399762141172999 0.0010816365198768347 0.0010728940849697478 0.0010621095105789726 0.001462719205035155 0.0010037951169302875
leaf_count=153 57 101 357 287 669 255 83 332 55 200 103 93 47 329
internal_value=0 -5.79699e-05 -9.6375e-06 4.09546e-05 -2.8145e-05 5.75284e-05 0.000145551 2.67699e-06 -0.00014103 3.10352e-07 0.000340504 0.000618306 -0.000261208 -0.000531504
internal_weight=0 0.0183558 0.0172404 0.015861 0.0141141 0.0120613 0.0105722 0.00811859 0.00615528 0.00495723 0.00215453 0.00245357 0.0028027 0.00205287
internal_count=3121 3064 2963 2810 2453 1837 1168 820 737 405 303 348 102 616
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=18
num_cat=0
split_feature=14 38 124 124 133 3 41 16 13 0 15 48 150 15 0 1 2
split_gain=0.000351024 0.000335096 0.000494553 0.000261039 0.000283946 0.000364382 0.000390307 0.000369873 0.000323497 0.000293135 0.000331428 0.000386909 0.000362533 0.000153771 0.000125761 0.000144989 1.13765e-05
threshold=0.076175000000000007 0.084835000000000008 -0.043384999999999993 0.10195500000000002 0.098785000000000012 -0.12018999999999998 0.07831500000000001 0.25792000000000009 -0.23438999999999996 -0.083914999999999976 -0.11713499999999999 0.085700000000000012 0.10194500000000001 -1.0000000180025095e-35 -0.10607499999999999 0.10727500000000002 0.092480000000000021
decision_type=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 13 8 -7 10 -10 14 -13 -4 15 -12 -11
right_child=-2 -3 3 -5 -6 7 -8 -9 9 16 11 12 -14 -15 -16 -17 -18
leaf_value=0.00097969277946147984 -0.0009046917905071438 -0.00089307329670584997 0.001179126990039649 0.00083145519140862976 -0.00090186959918280192 0.00077087722011282304 -0.00036300995163551401 -0.00095501935532015013 -0.00065173334858259285 -0.00058217823403811358 0.0003823427882385425 -0.0010954799322371765 0.00031249152923731508 0.00042684449872608626 8.0401775097755949e-05 0.0011790064588732615 -0.00083418076246212329
leaf_weight=0.0015730095174172161 0.0011853235929580866 0.0010457051861316726 0.0012975426289654202 0.0010078174267242881 0.0010187914111623444 0.0012339756053220676 0.0012656030967956866 0.001382061883524746 0.0016686887493967632 0.0010001004864991104 0.0015878178232395755 0.001040026537843422 0.0010091302689829718 0.0018401921012252071 0.001377828237062494 0.0010715827693843494 0.0010067708135494333
leaf_count=225 101 57 70 41 437 102 56 229 156 464 93 96 22 126 590 23 233
internal_value=0 3.08663e-05 7.82718e-05 2.88108e-06 -4.40316e-05 8.04758e-06 0.000421502 -0.000139035 -3.64746e-05 -0.000138529 8.9941e-06 0.000190144 -0.000402109 0.000737935 0.000490751 0.000703352 -0.000708598
internal_weight=0 0.0214266 0.0203809 0.0188079 0.0178001 0.0167813 0.00440334 0.012378 0.0109959 0.00976195 0.00775507 0.00608639 0.00204916 0.00313773 0.00403723 0.0026594 0.00200687
internal_count=3121 3020 2963 2738 2697 2260 252 2008 1779 1677 980 824 118 196 706 116 697
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=12
num_cat=0
split_feature=1 0 3 16 4 3 13 3 3 1 15
split_gain=6.6986e-05 9.28535e-05 0.000134086 0.000127334 0.000103061 8.92268e-05 7.14342e-05 0.000149935 9.66081e-05 0.0001679 0.000146515
threshold=0.094385000000000011 -0.060129999999999996 0.090900000000000009 -0.083539999999999989 -0.49405499999999997 -0.10831999999999999 -0.091054999999999983 0.11296500000000002 -0.13309499999999996 0.13021500000000003 -0.085319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -2 8 -8 10 -10
right_child=6 4 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.001045870279439805 0.0025108443828670713 -0.0019962055890109737 0.0010776581225153468 -0.0058211151374156864 0.0037235790804292417 -0.00032775052340215221 -0.0013319760406974392 -0.0023343215965253745 0.0025938224582794807 0.0051632991158332307 -0.0024244913897254199
leaf_weight=0.0011791368947316134 0.0015842259336866444 0.0011778618561967269 0.0010075421961079911 0.0010831952518084846 0.0010947829128298281 0.0011037214484324385 0.0012493663507708867 0.0018062182866378507 0.0013636452900887279 0.0011070925283525545 0.0010343805110504659
leaf_count=653 210 82 48 1229 45 121 132 95 164 98 244
internal_value=0 -0.000765746 -0.00197342 -0.00333224 0.00040384 0.00168968 0.000594576 0.000131851 0.00106874 0.00192446 0.000429189
internal_weight=0 0.00664624 0.00326987 0.00226233 0.00337637 0.0021985 0.00814493 0.0065607 0.00475448 0.00350512 0.00239803
internal_count=3121 2178 1930 1882 248 166 943 733 638 506 408
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=11
num_cat=0
split_feature=1 4 151 47 1 2 51 15 43 3
split_gain=5.73343e-05 0.000164578 8.82552e-05 0.0001042 0.000139627 9.60551e-05 0.000132332 7.72582e-05 7.22195e-05 1.63508e-05
threshold=0.077565000000000009 -0.083854999999999985 0.043560000000000008 0.086380000000000012 0.13146500000000003 0.11510000000000002 0.08955500000000001 -0.036009999999999993 0.070450000000000013 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 9 6 7 -2 -1 -5
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00099647581123091917 0.0032321367151944445 -0.0033871248266916149 -0.0017538681759191382 -0.001196366544989929 0.0019191654459157301 0.0037969733212697108 -0.0020311261768519192 0.00044048277831400403 0.0020660089794282436 -0.0028297283999599481
leaf_weight=0.0014042513190650257 0.0015794781428085007 0.0015082676836319225 0.0014757109822864942 0.0010166157480625757 0.0012004249426460483 0.0011971228804492917 0.0010613872094784871 0.0018660422409338415 0.0012612403661300675 0.0011022460378304899
leaf_count=317 234 1283 106 177 55 220 93 535 36 65
internal_value=0 -0.000934951 0.000352127 0.00069655 -0.000612025 0.00145804 0.000836768 0.00172022 0.000452611 -0.00204605
internal_weight=0 0.00417376 0.010499 0.00902332 0.00331929 0.00570403 0.00450691 0.00344552 0.00266549 0.00211886
internal_count=3121 1636 1485 1379 297 1082 862 769 353 242
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=11
num_cat=0
split_feature=132 133 160 13 474 4 1 16 43 1
split_gain=5.2209e-05 9.99986e-05 0.000158699 0.000176038 0.000168515 0.000113757 0.000203776 0.00015011 0.000128821 0.000105254
threshold=0.081240000000000021 -0.038089999999999992 -1.0000000180025095e-35 -0.084034999999999985 0.059400000000000008 0.0061450000000000003 0.086560000000000012 -0.5315899999999999 -0.074974999999999986 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 6 -5 -7 -9 -4
right_child=-2 2 3 5 -6 7 -8 8 -10 -11
leaf_value=-0.0033596780687255513 0.0021686444304866905 -0.0045414792602567451 0.0011347687156063662 0.00055632223027114779 0.00084096359916453279 -0.0022362568777394235 -0.0050168008848261014 -0.00079192710495909274 0.0037426891022538755 0.0052950585018255733
leaf_weight=0.0010099064244553811 0.0011080836886520349 0.0014864225143587919 0.0015337963786809967 0.0017246850322799471 0.0011133594382006784 0.0011867719814371291 0.0012300580604574091 0.0010545827555304785 0.0019594397941159695 0.0011755907917352639
leaf_count=547 321 538 186 451 240 59 400 94 139 146
internal_value=0 -0.000193614 6.29042e-05 0.000668869 -0.00223644 -0.000191038 -0.00176377 0.000915183 0.00215606 0.0029399
internal_weight=0 0.0134746 0.0124647 0.00986492 0.00259978 0.00715554 0.00295474 0.00420079 0.00301402 0.00270939
internal_count=3121 2800 2253 1475 778 1143 851 292 233 332
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=12
num_cat=0
split_feature=1 160 1 16 16 0 48 3 12 52 0
split_gain=5.31608e-05 9.8969e-05 6.94171e-05 0.000121261 0.000124773 0.000183871 5.72116e-05 8.59052e-05 0.000111357 0.000107025 4.56493e-05
threshold=0.094385000000000011 0.086075000000000013 0.10708500000000001 -0.5315899999999999 -0.071854999999999988 -0.033209999999999996 0.083180000000000018 0.10732000000000001 0.084100000000000022 0.0031350000000000002 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 10 -6 7 8 9 -1 -5
right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0026327266337289696 0.0025024454682893828 -0.0039171380981077144 -0.0031581323196733118 0.0012249540591117776 -0.0029675580132415089 0.0031002308806641564 0.0022933770211721045 0.0021418667388608181 -0.0042879994088477471 0.0024185521670764981 0.0045874351730271525
leaf_weight=0.0010413023128548198 0.001888826576191883 0.0010723161685634985 0.0012298774214500874 0.0010237493325815639 0.001753147490655943 0.0010088265937965163 0.001000225811135267 0.0010399899612103525 0.0012358032500404893 0.0011123629374817368 0.0010473132033476272
leaf_count=196 325 246 61 91 205 79 267 23 1336 110 182
internal_value=0 -0.000773497 0.000606927 1.64014e-05 0.000824235 -0.000751264 -0.000152654 -0.000704998 -0.0015785 -2.37532e-05 0.00292532
internal_weight=0 0.006502 0.00795174 0.00606291 0.00483304 0.00276197 0.00542968 0.00442946 0.00338947 0.00215367 0.00207106
internal_count=3121 2178 943 618 557 284 1932 1665 1642 306 273
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=11
num_cat=0
split_feature=11 43 52 2 0 16 3 13 15 4
split_gain=5.15929e-05 8.42925e-05 0.000126987 0.000109628 8.41172e-05 8.26622e-05 0.000126229 9.44867e-05 0.00011436 0.000103657
threshold=0.087830000000000005 -0.052894999999999991 -0.088204999999999992 0.096540000000000015 -0.053834999999999994 -0.0092699999999999987 0.12745000000000004 -0.117405 -0.074054999999999996 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 -4 9 -9
right_child=-2 2 5 -5 -6 6 -8 8 -10 -11
leaf_value=0.0015776781983371745 -0.0023307975010438491 -0.0039440123728769734 0.0018569655066944062 0.003715030961595023 -0.0020130590750654246 0.0043797171549491065 -0.00086893034961289524 0.0019525446073255723 -0.0037442755146184 -0.00220662559981021
leaf_weight=0.001933133458573889 0.0010153677953648752 0.001044598517441736 0.0013047986470853413 0.0014869660412430439 0.0012063578523183391 0.001074952157969912 0.0010136744492088567 0.001375340006443973 0.001544151429744605 0.0013538354228566536
leaf_count=911 121 239 150 381 107 152 39 123 756 142
internal_value=0 0.000164347 -0.000453832 0.00132834 0.000197928 2.17062e-05 0.00183239 -0.00065627 -0.00142365 -0.000110654
internal_weight=0 0.0133378 0.00871135 0.00462646 0.00313949 0.00766675 0.00208863 0.00557813 0.00427333 0.00272918
internal_count=3121 3000 1601 1399 1018 1362 191 1171 1021 265
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=16
num_cat=0
split_feature=38 14 148 124 48 16 40 1 12 43 2 16 13 1 15
split_gain=0.000249165 0.000249718 0.000286438 0.00025098 0.000242704 0.000298493 0.000192765 0.000244745 0.000207493 0.000244079 0.000121246 0.000273844 0.000161318 0.000154404 9.68406e-06
threshold=1.0000000180025095e-35 0.076175000000000007 -0.043434999999999994 -0.043384999999999993 0.12649500000000002 -0.5048999999999999 -0.063404999999999989 0.10538500000000002 0.087215000000000015 -0.076124999999999984 0.093175000000000022 0.057265000000000003 -0.023499999999999997 0.083345000000000016 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 10 14 -10 12 -12 -8 -14 -9
right_child=-2 -3 3 4 -6 6 7 8 9 -11 11 -13 13 -15 -16
leaf_value=0.00088294842280620513 -0.00080992492706211464 -0.00076949711157315442 0.00075543553607301469 0.00085015763249508759 -0.00081937453637336358 -0.00075639214622652453 -0.00047734655146158676 0.00063169917966606913 -0.00065392993044713983 0.00052791302611608171 -0.0010489459080464257 -4.3702760996902058e-06 0.00067028157892836011 -9.4000949671186357e-05 0.00087343098588182661
leaf_weight=0.0012550331962541952 0.0011304873558537478 0.0011120993378089796 0.0013000407267041566 0.0012030233397638508 0.0011261985359833854 0.0010920650846396396 0.0014730519763713453 0.0010092497567253528 0.0010006155331581112 0.0011257296759892288 0.0013006103899120235 0.0018331716959674466 0.001344291279656633 0.0019839339495704711 0.0010003788825626589
leaf_count=141 63 100 210 92 64 81 900 119 63 96 329 257 388 186 32
internal_value=0 3.12537e-05 8.05968e-05 2.06303e-05 -4.1031e-05 1.99855e-05 -5.5887e-05 7.48763e-06 0.000350887 -2.82386e-05 -0.000171502 -0.000437899 2.37556e-06 0.000214698 0.000752032
internal_weight=0 0.0191595 0.0180474 0.0167924 0.0154923 0.0143661 0.0131631 0.012071 0.00413597 0.00212635 0.00793506 0.00313378 0.00480128 0.00332823 0.00200963
internal_count=3121 3058 2958 2817 2607 2543 2451 2370 310 159 2060 586 1474 574 151
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=12
num_cat=0
split_feature=4 42 43 16 42 0 1 4 0 2 15
split_gain=5.43193e-05 6.5873e-05 0.0001006 0.00012363 0.000154199 0.000138318 0.000102433 0.000154412 0.000120622 5.67757e-05 5.41245e-05
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.26435500000000006 -1.0000000180025095e-35 -0.075359999999999996 0.094385000000000011 -0.0016099999999999997 -0.15202999999999997 0.095195000000000016 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -7 -2
right_child=10 -3 -4 -5 5 9 8 -9 -10 -11 -12
leaf_value=-0.0037771408212489395 -0.00015270877863764553 -0.0024201201127717247 0.0031510944200979522 -0.0038385023472985598 0.00052711448018901764 0.0046946174379966076 -0.0013735705367462091 -0.0051118885609082645 0.0038993910608567037 0.0012549373241661046 0.002814300416261135
leaf_weight=0.0010583706331114464 0.0014730871817192417 0.0015713405579549115 0.0010575206928062847 0.0010868267637787555 0.0012827949633838613 0.0010700537222552951 0.0010013328734146398 0.0010428631326698441 0.0010556984781709411 0.0012126287080594378 0.0014405269151123003
leaf_count=612 167 526 167 256 631 121 36 221 116 83 185
internal_value=0 -0.00035039 -2.08175e-05 -0.000401538 8.20859e-05 0.000694879 -0.000436636 -0.00200151 0.00133259 0.00286736 0.00131422
internal_weight=0 0.0114394 0.00986809 0.00881057 0.00772374 0.00666537 0.00438269 0.00232566 0.00205703 0.00228268 0.00291361
internal_count=3121 2769 2243 2076 1820 1208 1004 852 152 204 352
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=15
num_cat=0
split_feature=14 48 11 2 4 150 3 4 133 43 0 0 12 47
split_gain=0.000217752 0.00017142 0.000164529 0.000142436 0.000254854 0.000210156 0.000202891 0.000483921 0.000120517 0.000180763 0.000179255 0.000319482 0.000276577 0.000101682
threshold=0.076175000000000007 -0.064549999999999982 0.088215000000000002 0.10699500000000002 -0.49405499999999997 0.088380000000000014 0.090900000000000009 0.058735000000000009 0.083950000000000011 0.08845500000000002 -0.13027499999999997 -0.060129999999999996 0.090455000000000021 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -5 -8 9 10 -6 12 -12 -13
right_child=-2 2 -4 6 5 -7 7 -9 -10 -11 11 13 -14 -15
leaf_value=0.00059705990057455085 -0.00074323226518925307 -0.00088134981319420091 -0.0006444415309342544 0.00071053260058678326 0.00061968974164615094 -0.00058396751412625569 0.00060577639981862681 -0.00070982423093352996 0.0006049931298001388 -0.0006072937408568577 -0.00099864041532250541 0.00077185690962402705 0.00017619919263643733 4.6985578987054181e-05
leaf_weight=0.0013959384682642418 0.0010701022521524264 0.0010032768388725756 0.001082134209861251 0.0018133581480003448 0.0015926963985899425 0.0014465749099447913 0.0017239509715891721 0.0014346925763519813 0.0011703928610545394 0.0010735075887411787 0.0012558180253207591 0.001130088762666231 0.0010146022529080338 0.0010414339623530111
leaf_count=150 101 97 97 394 97 159 83 88 698 182 610 54 275 36
internal_value=0 3.35825e-05 -1.32864e-05 3.02153e-05 -7.82976e-05 4.54809e-06 0.00026436 8.21532e-06 0.000107384 2.54502e-05 0.00013801 -3.47009e-05 -0.00047363 0.000424218
internal_weight=0 0.0181785 0.0167825 0.0157004 0.0107284 0.00972511 0.004972 0.00315864 0.00827854 0.00710815 0.00603464 0.00444194 0.00227042 0.00217152
internal_count=3121 3020 2870 2773 2208 2111 565 171 1952 1254 1072 975 885 90
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=15
num_cat=0
split_feature=14 38 124 484 3 41 0 3 0 2 0 1 151 0
split_gain=0.0002281 0.000235517 0.000321508 0.000235576 0.000162792 0.000283649 0.000308029 0.00016074 0.000189497 0.000128064 0.000188597 0.000166143 0.000129484 7.0965e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 0.07831500000000001 0.11070500000000001 0.13524500000000003 -0.053834999999999994 0.084055000000000005 -0.10607499999999999 0.088975000000000012 -0.00099499999999999979 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 10 -6 -11 -13 -9
right_child=-2 -3 3 4 7 -7 -8 13 -10 11 -12 12 -14 -15
leaf_value=0.00093654369615448711 -0.00074332758434282966 -0.00074934170449512418 -0.0007291244357343189 0.0012130908558037454 0.00084148720467303127 -0.00030827858516134775 1.4159320962436978e-05 0.00072801896192120207 -0.00058338007309570233 -0.00068895618095523377 -7.2617666240985842e-05 -0.00030283623214248971 0.00043503048443634243 0.00010782680998980743
leaf_weight=0.0012464593013841061 0.0011088485319072907 0.001002529700581011 0.0010914758182199056 0.0015048922447526954 0.0011246753367402107 0.0011367289270900471 0.0010671783980829019 0.0010320195159518319 0.0019576802787840478 0.0012530045986775783 0.0015837709436325037 0.0014091842440393521 0.0013634618887247985 0.0011220970600047129
leaf_count=223 101 62 466 92 24 55 81 90 213 1038 490 67 72 47
internal_value=0 5.45023e-05 0.000102208 3.57405e-05 9.30987e-05 0.000401815 0.000715642 -1.24683e-05 -0.00011592 1.9976e-05 0.000306962 -0.000173107 6.00132e-05 0.000404956
internal_weight=0 0.0178952 0.0168926 0.0156462 0.0145547 0.0037088 0.00257207 0.0108459 0.00869178 0.0067341 0.00270845 0.00402565 0.00277265 0.00215412
internal_count=3121 3020 2958 2735 2269 228 173 2041 1904 1691 514 1177 139 137
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=14
num_cat=0
split_feature=14 1 4 157 0 16 0 3 2 1 0 4 2
split_gain=0.000205726 0.000138422 0.000232884 0.000224957 0.000237614 0.000414332 0.000201298 0.000170844 0.000134345 0.000134456 0.000129755 9.74872e-05 5.74672e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.029144999999999997 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 -0.18901999999999997 0.083060000000000009 0.11448000000000001 0.102705 -0.23091999999999999 -0.49405499999999997 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 6 10 -7 9 -8 -5 -1 -13
right_child=-2 3 -4 4 -6 7 8 -9 -10 -11 -12 12 -14
leaf_value=-0.0003717049574405415 -0.00069516970278546376 0.00070177971820580833 -0.00082232766002264762 0.00015521237181511703 0.0006125269769838821 -0.00020743765433442487 0.00064937528269540994 -0.00098358370120588015 0.00086796515070162788 -6.360095475822585e-05 -0.00056852970463189105 -8.350080287253466e-05 0.00038253697537549169
leaf_weight=0.0012576034531719387 0.0010445676728672018 0.0015572612011037499 0.0011472957979773773 0.0014143058017754839 0.0016538000071455771 0.0016877744208883549 0.0011274575199727299 0.0012981943204859459 0.0011467703607237565 0.0017413704261274796 0.0011721096676100568 0.0012649810272631987 0.0014921091618935248
leaf_count=31 101 197 761 59 201 312 272 63 144 113 52 668 147
internal_value=0 3.914e-05 -0.000183214 0.000128818 4.94487e-05 -4.76748e-05 0.000177201 -0.000544879 0.000402617 0.000216601 -0.000172772 -5.72259e-07 0.000168714
internal_weight=0 0.017961 0.00516199 0.012799 0.0112418 0.00958798 0.00660201 0.00298597 0.0040156 0.00286883 0.00258642 0.00401469 0.00275709
internal_count=3121 3020 1607 1413 1216 1015 640 375 529 385 111 846 815
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=10
num_cat=0
split_feature=1 4 14 15 47 0 0 52 43
split_gain=5.71607e-05 0.000140068 6.66281e-05 0.000111797 0.000107743 0.000264107 0.000123577 0.000157075 6.35812e-05
threshold=0.077565000000000009 -0.083854999999999985 -0.10708499999999999 -0.15026499999999995 0.092530000000000015 -0.074229999999999977 -0.088099999999999984 -0.0064899999999999992 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 6 -6 7 -5 -1
right_child=2 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.0010049162108098587 -0.0016195194663038239 -0.0031698223704330749 0.0031449004356012399 -2.024173389956712e-05 -0.0047134335284967615 0.0015392213461507373 -0.0011312548511389299 0.0036493886798177415 0.0018171753928915106
leaf_weight=0.0013963095045484855 0.0012496739477203265 0.0014709837298236481 0.0012566529681070924 0.0019515514928483135 0.0010790404464429068 0.0011654275545517345 0.0017262614098539891 0.0019184605685971263 0.0012592912636133491
leaf_count=317 139 1283 187 170 114 94 626 155 36
internal_value=0 -0.000915425 0.000352265 0.000623121 0.00021895 -0.00146678 0.000895036 0.00179888 0.000333325
internal_weight=0 0.00412658 0.0103471 0.00909739 0.00784074 0.00224447 0.00559627 0.00387001 0.0026556
internal_count=3121 1636 1485 1346 1159 208 951 325 353
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=15
num_cat=0
split_feature=133 3 48 484 0 51 2 150 159 52 52 2 52 3
split_gain=0.000302759 0.000276083 0.000284359 0.000239349 0.000209591 0.000331244 0.000234905 0.000144789 0.000124668 0.000167545 0.000216126 0.000115727 0.000151135 0.000110419
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 -0.0068949999999999992 -0.23091999999999999 0.087505000000000013 0.113445 0.088380000000000014 0.091005000000000016 -0.020999999999999994 -0.26636999999999994 0.096540000000000015 0.084960000000000022 -0.075359999999999996
decision_type=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 10 -6 12 13 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.00076437935983896975 -0.00095212350358123707 0.00072676550165016334 -0.00086674017396698466 0.00070248689870062205 -9.4112085319436205e-05 -0.00076426198407068802 0.00083240443677718671 -0.00042632260627521897 -0.00045724678649020312 0.00035404315644590469 0.00087526175881836666 0.00037933480518285062 -0.00069747775972679336 -0.00036543037593184428
leaf_weight=0.0010888106554733544 0.001004023724270847 0.0015765592975908451 0.0011604593679130906 0.0014834905458922494 0.0011095972845962176 0.00148163428964282 0.0012192133825614107 0.0017898861111399498 0.0010350438325461434 0.0015835174268418323 0.0018761857326518045 0.001710933021947858 0.0011370339921143099 0.0010930017347227259
leaf_count=418 435 149 65 62 191 232 218 145 129 258 197 119 410 93
internal_value=0 2.84786e-05 -3.34778e-05 2.47439e-05 8.01068e-05 1.43265e-05 0.000106213 2.81041e-05 0.000113316 0.000182709 0.000515016 3.10943e-06 -0.000165682 6.0234e-05
internal_weight=0 0.0193454 0.0177688 0.0166083 0.0155195 0.014036 0.0125544 0.0113352 0.00954531 0.00851027 0.00298578 0.00552449 0.00381355 0.00267652
internal_count=3121 2686 2537 2472 2054 1992 1760 1542 1397 1268 388 880 761 351
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=17
num_cat=0
split_feature=133 14 133 44 3 157 13 159 2 49 43 51 12 13 0 48
split_gain=0.000446091 0.000440994 0.000355981 0.000250733 0.000202013 0.000240419 0.000263012 0.000261819 0.000211484 0.000203302 0.000188304 0.000186362 0.000143996 0.000198319 0.000521795 0.000104926
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 1.0000000180025095e-35 -0.20241999999999996 -0.08107499999999998 -0.15078499999999997 0.088800000000000004 0.10045500000000002 0.082865000000000008 -0.08287499999999999 0.08955500000000001 0.10345000000000001 0.11596500000000001 -0.10151999999999999 0.085130000000000025
decision_type=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 -7 11 -4 12 13 14 15 -8
right_child=-2 -3 10 -5 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0005573348713805847 -0.00095602652076945762 -0.00084585916545660211 0.00024308709398313197 -0.0007277273458560549 0.00064031008506474979 -0.00012243846842496141 0.00027270655446263656 -0.00089361153873098321 0.00081596569173372139 0.0004866435332125777 0.001178605075329009 -0.0005805827630710296 0.00049471922170576596 0.00030017108077329551 -0.0011258419652625908 -0.0003440500981246256
leaf_weight=0.0017712270241192441 0.0011519725265894841 0.0012844380882892628 0.0010587665388989836 0.0010151130016549095 0.0013004367865905872 0.0010012735580266453 0.0018366212854229458 0.0010369334717091816 0.0013454122431467153 0.0013253570763453433 0.0010000766781000847 0.001981009538233075 0.0010162068534680102 0.0017603291411106281 0.0013124319244854597 0.0010286118638873631
leaf_count=126 435 87 335 55 147 48 97 168 111 193 238 147 73 36 783 42
internal_value=0 3.20147e-05 8.89922e-05 1.83335e-05 6.364e-05 5.1276e-06 -5.54121e-05 -0.000153243 0.000415572 -7.84219e-05 0.000697512 -0.000162238 -4.3066e-05 -0.000135101 -0.00031851 5.12924e-05
internal_weight=0 0.0210742 0.0197898 0.017731 0.0167159 0.0149446 0.0136442 0.0112975 0.00234669 0.0102606 0.00205884 0.00893521 0.0069542 0.00593799 0.00417767 0.00286523
internal_count=3121 2686 2599 2026 1971 1845 1698 1539 159 1371 573 1178 1031 958 922 139
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=16
num_cat=0
split_feature=14 38 124 124 4 157 160 42 484 52 3 0 151 4 4
split_gain=0.000228194 0.000205541 0.000266157 0.000197122 0.000214764 0.000243511 0.00023771 0.000349708 0.000219305 0.000212236 0.000249163 0.000190462 0.000125684 0.000147733 5.63686e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 0.0049200000000000008 -0.49405499999999997 -0.08107499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079595000000000013 0.077655000000000016 -0.10831999999999999 -0.10151999999999999 -0.0083949999999999979 0.053180000000000012 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 -7 10 -9 12 -12 -14 -11
right_child=-2 -3 3 -5 5 6 7 9 -10 14 11 -13 13 -15 -16
leaf_value=0.00089073065604988429 -0.00081732998758128411 -0.00077109134047470464 -0.00083352372520962095 0.00079180017243363492 0.00080215284739170573 -0.0012448694861614553 -0.00093131501232243349 0.00060803253933261871 -6.1470552606468607e-05 0.00090478573434950359 -0.0004339332290911233 -0.00076923168507804225 -0.00024444063254040901 0.00063306906694522323 0.00033556101436996904
leaf_weight=0.0012828484778507057 0.0011423131029956171 0.0010241518084433956 0.0010735737103786348 0.0010476544059846915 0.0012504985301954605 0.0010010944685779231 0.0010908504798463588 0.0018133603968522056 0.0011473395490793625 0.0013201333172858654 0.0013705365990421825 0.0014031847386281483 0.0011522210041294834 0.0015177705051319101 0.0010796497607847844
leaf_count=223 101 62 137 68 268 438 616 97 186 34 73 454 40 66 258
internal_value=0 3.35111e-05 8.04628e-05 1.65668e-05 -3.67949e-05 2.3668e-05 -5.18192e-05 6.03376e-05 -0.000612893 0.000172356 1.48394e-05 -0.00018276 2.09088e-05 0.000254384 0.000648695
internal_weight=0 0.0185749 0.0175507 0.0162679 0.0152202 0.0141466 0.0128961 0.0107477 0.00214843 0.00965686 0.00725707 0.00544371 0.00404053 0.00266999 0.00239978
internal_count=3121 3020 2958 2735 2667 2530 2262 1638 624 1022 730 633 179 106 292
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 3 47 1 43
split_gain=5.90168e-05 7.43788e-05 7.84992e-05 0.000172738 0.000208056 0.000115663 0.000118788 8.60893e-05 7.59631e-05
threshold=0.07831500000000001 -0.073574999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.074084999999999998 0.092710000000000015 0.094090000000000021 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.0024416099730984247 -0.0023402005450670364 -0.0020484658147630307 0.00017984911012769721 0.0037879979115591094 -0.0040335945725525719 -0.0013364596886232907 -0.0032525408502135904 0.0019540194270380616 0.003678459804912266
leaf_weight=0.0014182235291499449 0.0011043566908844346 0.0018911057796488417 0.0012172315424428849 0.0013300707300592249 0.0013517619066049369 0.0016062705296842187 0.0013038016845164737 0.0018987087295473286 0.0015364066021958892
leaf_count=404 151 654 364 165 86 200 95 314 688
internal_value=0 0.000174713 -9.02126e-05 0.000271284 -0.000253439 0.000422253 -0.000556746 0.000446051 0.00213192
internal_weight=0 0.0135536 0.0121354 0.0102443 0.00891418 0.00756242 0.00480878 0.00350498 0.00275364
internal_count=3121 2970 2566 1912 1747 1661 609 514 1052
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=17
num_cat=0
split_feature=14 1 0 3 3 2 11 0 0 0 52 4 4 2 3 1
split_gain=0.00032547 0.000159615 0.000344172 0.000201238 0.000311284 0.000280765 0.000672284 0.000293889 0.000354708 0.000170377 0.000288439 0.000247157 0.000132028 0.000170548 0.000179454 9.05074e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.084044999999999995 0.16158000000000003 0.076840000000000006 1.0000000180025095e-35 0.079915000000000014 -0.033209999999999996 -0.10607499999999999 -0.073309999999999986 -0.066844999999999988 0.08184000000000001 -0.49405499999999997 0.10327000000000001 -0.087784999999999988 0.102705
decision_type=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 8 -3 10 -6 -12 -4 14 -14 -10
right_child=-2 3 12 -5 9 6 -8 -9 15 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0011140495651005046 -0.00089529918542374646 0.00061599288402041134 -0.00046595359108991916 0.00087474094268132898 -0.00061062860219417267 0.0014172931501733148 -0.00032969955265179128 0.00080188324002094505 -0.00025840072481774076 -0.00087915814963962697 0.00096499364907349258 -0.00015156641157827751 1.8533212655861453e-05 -0.00039724364371059257 0.0010287311593797197 -0.00096938236676515912
leaf_weight=0.001071375620927309 0.0012368990688884631 0.0010670226702802496 0.0013451970940845364 0.0010994047357576484 0.0018992151476773245 0.0018125786707764401 0.0011265491805723116 0.0011849478474641488 0.001091501228297681 0.0010502972178025871 0.0010500654793403896 0.001545623736745938 0.0012390660323959839 0.0010474341156143721 0.0010040519631186037 0.0011700656375555098
leaf_count=792 101 27 31 143 45 221 128 82 427 77 48 66 214 239 331 149
internal_value=0 4.37161e-05 -0.000206862 0.00014516 8.34494e-05 0.000320518 0.000747682 4.23576e-05 -0.000228027 -0.000235167 -8.46899e-05 0.000300129 2.79943e-06 0.000194428 0.000470712 -0.000626241
internal_weight=0 0.0198044 0.00570712 0.0140973 0.0129979 0.00745267 0.00293913 0.00451354 0.00332859 0.0055452 0.0044949 0.00259569 0.00463575 0.00329055 0.00224312 0.00226157
internal_count=3121 3020 1607 1413 1270 1034 349 685 603 236 159 114 815 784 545 576
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=14
num_cat=0
split_feature=14 1 4 157 0 16 0 3 2 1 15 4 2
split_gain=0.000333812 0.000162274 0.000244047 0.000196703 0.000250379 0.000370548 0.00023427 0.000196623 0.000167959 0.000155292 0.000128083 9.35977e-05 6.51854e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.029144999999999997 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 -0.18901999999999997 0.083060000000000009 0.11448000000000001 0.102705 -0.095869999999999983 -0.49405499999999997 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 6 10 -7 9 -8 -5 -1 -13
right_child=-2 3 -4 4 -6 7 8 -9 -10 -11 -12 12 -14
leaf_value=-0.00039917905952239861 -0.00091414714069871421 0.0007113818500837693 -0.00088518206881205521 -0.00060883942997824096 0.00067657080907378576 -0.00016621832836226645 0.0007138974867543236 -0.0010567787748524554 0.00099361800912829766 -8.7360497310274061e-05 0.00014721855340277251 -0.00011832325600428943 0.00040451207020787737
leaf_weight=0.0012452878709128231 0.0011294030168971228 0.0015697574484122836 0.0012049682837586683 0.0012578245066114935 0.0016728588151983222 0.0017140154115910938 0.001150789598772157 0.0012486101551392181 0.0011414025046749968 0.0018185390318837917 0.0013575348903547297 0.0012893277912512744 0.0015069179623609097
leaf_count=31 101 197 761 55 201 312 272 63 144 113 56 668 147
internal_value=0 4.22622e-05 -0.000210941 0.000144992 6.67371e-05 -3.85571e-05 0.000182994 -0.000541549 0.000437099 0.000223174 -0.000216398 -9.91797e-06 0.000163437
internal_weight=0 0.0181778 0.0052465 0.0129313 0.0113616 0.00968872 0.00672609 0.00296263 0.00411073 0.00296933 0.00261536 0.00404153 0.00279625
internal_count=3121 3020 1607 1413 1216 1015 640 375 529 385 111 846 815
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=16
num_cat=0
split_feature=124 14 133 132 42 47 43 4 157 160 48 15 4 1 47
split_gain=0.000348659 0.000263202 0.000222295 0.000313622 0.000301487 0.000306682 0.000284846 0.000342549 0.000173416 0.000354069 0.000286066 0.000225932 0.000241305 0.000162653 0.00014356
threshold=0.10195500000000002 0.076175000000000007 0.099660000000000012 0.081240000000000021 -0.088934999999999986 0.086380000000000012 -0.20207499999999998 -0.35136499999999998 -0.063304999999999986 -1.0000000180025095e-35 0.086035000000000014 -0.033689999999999991 -0.055319999999999994 0.12456000000000002 0.10621500000000002
decision_type=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 11 -11 -13 14 -7
right_child=-2 -3 -4 -5 5 13 7 8 9 10 -12 12 -14 -15 -16
leaf_value=-0.0008090966575926788 0.00092061761169221748 -0.00083634146909761253 -0.000702679342453917 0.00085648591636395394 0.0009448392120003519 -0.00027312896364687478 -0.00069370335763230457 0.00073528238928077989 -0.00069997972638929267 0.0010640897239329796 -0.00023801639513190505 0.00076922363925218588 -0.00024473848897672563 0.00016805308219624003 -0.0010618963114680223
leaf_weight=0.0012339134366903147 0.0010147930471032371 0.0011244948518711597 0.0011937277274979173 0.0011515161821089156 0.0011482399848836691 0.0014830322483866468 0.0013280143150549125 0.0013770643020015755 0.0012337444879833865 0.0013628527508564208 0.0019991365184483245 0.0012007061725020796 0.0013334446591206162 0.0010333853237937214 0.0010687831700773864
leaf_count=252 42 101 458 197 53 144 163 269 321 248 154 427 127 49 116
internal_value=0 -6.60788e-05 -1.83502e-05 2.98337e-05 -3.04045e-05 3.55491e-05 0.000171555 8.12737e-05 0.000202255 9.9306e-05 0.000266553 0.000525394 0.000235687 -0.000381103 -0.00060349
internal_weight=0 0.0192721 0.0181476 0.0169538 0.0158023 0.0145684 0.0109832 0.00983496 0.00850695 0.00712988 0.00589614 0.003897 0.00253415 0.0035852 0.00255182
internal_count=3121 3079 2978 2520 2323 2071 1762 1709 1546 1277 956 802 554 309 260
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=12
num_cat=0
split_feature=14 157 14 124 151 16 43 13 49 4 1
split_gain=8.11694e-05 8.94243e-05 0.000107619 9.89062e-05 8.14936e-05 0.000162392 9.07203e-05 0.000146583 6.57468e-05 0.000128905 0.000113177
threshold=0.018475000000000002 -0.073574999999999988 -0.22253999999999999 -0.043384999999999993 -0.084129999999999996 -0.5048999999999999 -0.074359999999999996 0.18141000000000002 -0.047584999999999995 -0.39518999999999993 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -8 -10 -11
right_child=-2 2 3 4 5 6 8 -9 9 10 -12
leaf_value=0.0027494539871429436 -0.0029532272944762243 -0.003448067374349096 0.0033581993986898182 -0.0027832941442961132 0.0038577505351987261 0.0032490112411964803 0.00092608525929883338 -0.001453801565516653 0.001222415705528125 -0.0053577546889244185 -0.00097358641584906582
leaf_weight=0.0014017274992328818 0.0010001295927559726 0.0010012061204766358 0.0010277009616667119 0.0011555786833751672 0.0012149884296180956 0.0016683791704658352 0.0012282566220235499 0.0013778193391174032 0.0010647667748547919 0.0013409578129619142 0.0013407134343771249
leaf_count=398 119 96 204 173 127 557 86 95 112 978 176
internal_value=0 0.000194654 -9.3673e-05 0.000200433 -0.000111866 0.000222379 -0.0003283 0.00112189 -0.00121631 -0.00191869 -0.00316587
internal_weight=0 0.0138221 0.0124204 0.0114192 0.0103915 0.00923588 0.00802089 0.0030462 0.00497469 0.00374644 0.00268167
internal_count=3121 3002 2604 2508 2304 2131 2004 652 1352 1266 1154
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=11
num_cat=0
split_feature=1 12 12 2 12 49 2 49 1 16
split_gain=5.65051e-05 0.000105203 8.71854e-05 7.89726e-05 0.000137197 0.000100334 9.77669e-05 0.000158433 0.000147875 8.94245e-05
threshold=0.13686500000000004 0.11650500000000001 0.10345000000000001 0.096015000000000017 0.084100000000000022 -0.052259999999999994 0.10097500000000002 -0.043469999999999995 0.10508500000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -8 -9 -7
right_child=-2 -3 -4 6 -6 9 7 8 -10 -11
leaf_value=-0.002110939824127145 0.0016523523949458821 -0.0027336536758904499 0.002421321443148185 0.0029988467152174355 -0.0028096349334222211 0.0029230753393012826 0.0030774997226688215 -0.0032189807122375126 0.00060613617750662893 -0.00051035060535160957
leaf_weight=0.0011060807061923361 0.001461550642647449 0.0011870542312554704 0.0011229102621728099 0.0010659278376591586 0.0020002464959797618 0.0011607887911134684 0.0010109070935557241 0.0013628365946769805 0.0019707528579807621 0.0012623785552309257
leaf_count=118 169 121 200 145 1396 163 129 274 189 217
internal_value=0 -0.000197501 5.20717e-05 -0.000191116 -0.000941499 0.000117291 0.000575781 -1.87211e-05 -0.000957646 0.00113439
internal_weight=0 0.0132499 0.0120628 0.0109399 0.00552949 0.00352925 0.00541042 0.0043445 0.00333359 0.00242317
internal_count=3121 2952 2831 2631 1894 498 737 592 463 380
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=16
num_cat=0
split_feature=14 1374 457 11 160 3 15 40 124 2 2 2 16 3 43
split_gain=0.000264059 0.000260468 0.000326601 0.000216309 0.000248788 0.0001944 0.000377801 0.000189095 0.000212692 0.000182032 0.000497401 0.000612434 0.000291912 0.000240045 0.000204995
threshold=0.076175000000000007 -0.08070999999999999 0.085360000000000005 0.088215000000000002 -0.22361499999999998 -0.12018999999999998 -1.0000000180025095e-35 -0.013874999999999998 -0.043384999999999993 0.086950000000000013 0.097845000000000015 0.10672500000000001 -0.25582999999999995 1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -7 13 -11 -12 -13 14 -9
right_child=-2 2 -4 -5 5 7 -8 9 -10 10 11 12 -14 -15 -16
leaf_value=-0.00080572338207662777 -0.00079441935122814052 -0.00071794918968000581 0.00082589086452069507 -0.00070229772082729363 0.0013288074870102383 0.0010270711289975306 6.3969546188714398e-05 0.0002448209374511423 -2.4232233198763703e-05 -0.0012266374528003539 0.0011515701122505101 -0.0011314129580488595 3.3544408802431477e-07 0.00076162971793105932 -0.00067973318481088531
leaf_weight=0.0010304937105152226 0.0012018312589101568 0.0011149835714442695 0.0015510515884357692 0.0011646327231424882 0.0010545009895768231 0.0010466218425091503 0.0019803333288548287 0.0018722014119785108 0.0012078142686094513 0.0012772616378974987 0.0010017058281525087 0.0010207773713031242 0.0019002857072421692 0.0013749680878852658 0.001114892679537155
leaf_count=56 101 307 147 98 56 159 94 292 97 586 125 70 282 67 584
internal_value=0 2.97343e-05 7.58178e-05 7.90566e-06 5.971e-05 0.000118094 0.000503457 1.91209e-05 0.000463835 -8.57286e-05 -0.000301438 -1.90889e-07 -0.000395159 0.000171419 -0.000100256
internal_weight=0 0.0197125 0.018682 0.017131 0.0159663 0.0148514 0.00303483 0.0118165 0.00225444 0.00956209 0.00520003 0.00392277 0.00292106 0.00436206 0.00298709
internal_count=3121 3020 2964 2817 2719 2412 150 2262 256 2006 1063 477 352 943 876
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=12
num_cat=0
split_feature=41 484 51 52 52 15 12 2 4 4 47
split_gain=5.37305e-05 6.77683e-05 8.04499e-05 9.63831e-05 0.000117845 0.000129922 0.000148993 0.000151761 0.000163751 0.000151204 7.65511e-05
threshold=0.07831500000000001 0.085515000000000022 0.095050000000000009 0.11434500000000002 0.096795000000000006 -0.24436499999999997 -0.029094999999999999 0.093175000000000022 0.0061450000000000003 -0.080924999999999983 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 -8 -10
right_child=-2 -3 -4 -5 -6 6 7 -9 10 -11 -12
leaf_value=0.0033330323099830927 -0.0024594124351710496 0.0026772800458863934 0.0022533320777770533 -0.0036317589227457324 0.0035405378117784312 -0.0045921557186963261 0.0016990449377714645 -0.0031210115012651708 0.0052672725641729643 -0.0045191252397064393 0.00092823055187719362
leaf_weight=0.0010173582376817756 0.0011117815324719329 0.0013113497223204889 0.0016924058153224156 0.0011395839329368983 0.001066328750813251 0.0013161360285789438 0.0010378703472442409 0.0017947918409293492 0.0010885886336085577 0.0010488876900996945 0.0010810690610252166
leaf_count=147 151 330 273 263 116 173 489 433 88 585 73
internal_value=0 0.000181488 -8.49658e-05 -0.000458631 -7.60229e-05 -0.000535961 -0.00107023 -0.000304213 0.000883539 -0.00142646 0.00310527
internal_weight=0 0.0135944 0.012283 0.0105906 0.00945103 0.0083847 0.00736734 0.00605121 0.00425642 0.00208676 0.00216966
internal_count=3121 2970 2640 2367 2104 1988 1841 1668 1235 1074 161
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=11
num_cat=0
split_feature=48 0 151 150 52 0 4 16 13 15
split_gain=5.49581e-05 0.000118248 0.000153173 0.000227891 0.000118934 9.52548e-05 0.00019687 8.8878e-05 0.000185785 9.15238e-05
threshold=0.12879500000000002 -0.23091999999999999 -0.04886999999999999 0.087380000000000013 0.11434500000000002 -0.026509999999999995 -0.49405499999999997 -0.056919999999999991 -0.0013449999999999996 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 9 -9 -4
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.0036084627486701556 -0.00234407221132947 0.0026101722216076988 -0.0019203835026753214 -0.005290713303598692 -0.0031256991609026606 -0.0018583745926129395 0.0038954650867992573 0.00096806311363310013 -0.00523115757017049 0.0020438705253294958
leaf_weight=0.0010496267218926833 0.0010692969176618735 0.0019692223503301994 0.0010020874370743294 0.0010736596327170856 0.0012802438327500021 0.0010390126540651412 0.0019435342977255554 0.0011021785492064812 0.001099527451573875 0.0019601103084665745
leaf_count=79 90 455 158 124 404 121 139 467 168 916
internal_value=0 0.000168838 -0.000120692 -0.000632835 -0.000102323 0.000372812 0.00189103 -0.000504077 -0.00212781 0.000702796
internal_weight=0 0.0135192 0.0124696 0.0105004 0.00942669 0.00814645 0.00298255 0.0051639 0.00220171 0.0029622
internal_count=3121 3031 2952 2497 2373 1969 260 1709 635 1074
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=10
num_cat=0
split_feature=1 123 12 156 1 2 1 43 0
split_gain=5.38502e-05 9.54528e-05 8.81696e-05 8.71729e-05 0.000129825 8.63813e-05 9.44307e-05 0.000118174 8.88291e-05
threshold=0.13686500000000004 1.0000000180025095e-35 0.11650500000000001 0.088775000000000007 0.11588000000000001 0.073895000000000002 0.10508500000000001 -0.084004999999999982 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0027730873914713766 0.002056858082996126 0.0028467986390694061 -0.0035402876488823901 -0.0033746589320162701 0.0033994148363634923 0.001882989269006053 0.0027578667274094711 -8.8356178519451587e-05 -0.0036560563292676557
leaf_weight=0.0016141188274120507 0.001447144647436764 0.0011651838739251573 0.0011422872954670272 0.0010228354848770852 0.0013214951449220082 0.0017375810328487309 0.0014026914245477973 0.0019670144036925174 0.0016416450888977266
leaf_count=470 169 220 119 281 125 453 109 171 1004
internal_value=0 -0.000245715 -0.000549804 -0.000230772 0.00010127 -0.000419889 0.000142917 -0.000543166 -0.00171137
internal_weight=0 0.0130149 0.0118497 0.0107074 0.00968455 0.00836305 0.00674893 0.00534624 0.00360866
internal_count=3121 2952 2732 2613 2332 2207 1737 1628 1175
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 3 160 1 12 47 156 15 3 15
split_gain=0.000259668 0.000165961 0.000308762 0.000287627 0.000295091 0.000218048 0.000320253 0.000187545 0.000226158 0.000270384 0.000188703 0.000193616 0.000212082 0.000248345 6.10158e-05
threshold=0.076175000000000007 0.08919500000000001 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.086870000000000017 0.12873500000000002 0.098810000000000023 0.092530000000000015 0.086765000000000023 1.0000000180025095e-35 -0.0087149999999999988 -0.055554999999999993
decision_type=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 12 13 -8 -15
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00087505879716183118 -0.00081226363726722914 0.00069777516199847267 0.00075811076123160075 -0.00095694952400252151 -0.00068667758877820329 0.0010155362273276596 7.7402484314759103e-05 -0.0004712328788937331 0.00083780178550606308 -0.00061136496627929257 -0.00043186039391940204 -0.00038299460319941218 -0.00011547056211805886 0.0007686958994861015 0.001351165081714139
leaf_weight=0.0011273677558464113 0.0011791441042796605 0.001064396616718615 0.0014568626078669223 0.0010566401477603423 0.0011203443400205253 0.0010937511189696983 0.0013056559903811757 0.0018949401776607302 0.0011923873432922458 0.001626479385760729 0.001282206749520412 0.0010282654427218978 0.0014381103437941245 0.0011864757856048236 0.0010087091668218411
leaf_count=397 101 60 227 432 123 108 253 140 82 196 121 186 606 41 48
internal_value=0 2.99222e-05 -9.97296e-06 -7.83655e-05 -1.77078e-05 5.0468e-05 0.000113718 3.12685e-05 0.000125844 3.01993e-05 0.000174141 0.000304355 0.000447458 0.000678703 0.00103635
internal_weight=0 0.0188826 0.0178182 0.0163613 0.0153047 0.0141773 0.013057 0.0119632 0.0100683 0.0088759 0.00724942 0.00596722 0.00493895 0.00350084 0.00219518
internal_count=3121 3020 2960 2733 2301 1904 1781 1673 1533 1451 1255 1134 948 342 89
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=10
num_cat=0
split_feature=147 41 0 2 2 16 16 0 0
split_gain=5.12914e-05 9.39225e-05 0.0001035 0.000137468 0.000129813 9.20587e-05 0.000125917 0.000125133 9.60612e-05
threshold=0.089025000000000007 0.078065000000000009 -0.060129999999999996 0.090675000000000019 0.10855000000000002 -0.27167499999999994 -0.14158499999999996 -0.10151999999999999 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.0029803787198110251 0.0018995812434207087 -0.0032957508511592933 0.0034723902379556562 -0.0019176938508431377 0.0025618460313164945 0.0032405382791459059 -0.0011701351147911944 -0.0033447427639280792 0.0025314227336535448
leaf_weight=0.0015839071252456167 0.0013854097721129879 0.0010014853407261945 0.0018427722201307395 0.0018087245378128891 0.0011633086800923766 0.0010003573943710249 0.0019020578055262138 0.0014954856067225281 0.001286007296737448
leaf_count=236 124 146 163 128 218 103 107 1748 148
internal_value=0 -0.000217163 3.80103e-05 0.00122756 -0.000164319 -0.000750046 -0.00012853 -0.000848128 0.000323006
internal_weight=0 0.0130841 0.0120826 0.00481481 0.00297203 0.00726782 0.00568391 0.00468355 0.00318807
internal_count=3121 2997 2851 509 346 2342 2106 2003 255
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=11
num_cat=0
split_feature=52 52 51 42 43 52 3 151 4 4
split_gain=5.95524e-05 0.000109042 0.000110376 0.000105202 9.79144e-05 9.12131e-05 0.000139848 0.000151912 0.000177452 0.000192765
threshold=-0.28430999999999995 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 -0.15582499999999996 0.15915500000000002 -0.13309499999999996 -0.0083949999999999979 0.24564500000000003 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 9 -9
right_child=1 2 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0020498694982442754 0.0025675684321315498 -0.0028809957193598624 -0.0024930898629189151 0.002949906804778774 -0.0018522519943438931 -0.0024057628610480372 -0.0015583231671538595 0.0028703123100944478 0.0051979960701835897 -0.0014779653984715948
leaf_weight=0.00109787453362433 0.0013932391116433787 0.001094583125008792 0.0011163581494445561 0.0011532876960715964 0.0016667156470586732 0.0010392209387826423 0.0013338200461851697 0.0018991053762247561 0.0010603263967079537 0.0015242449518943365
leaf_count=344 294 253 681 82 100 278 225 518 175 171
internal_value=0 0.000157117 -0.000125389 0.000154072 0.000459462 0.000122486 0.000473546 0.00113989 0.00194256 0.000934244
internal_weight=0 0.0132809 0.0118877 0.0107931 0.00967672 0.00852343 0.00748421 0.0058175 0.00448368 0.00342335
internal_count=3121 2777 2483 2230 1549 1467 1189 1089 864 689
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=15
num_cat=0
split_feature=14 124 484 15 0 3 3 42 1 47 12 160 1 1
split_gain=0.000189834 0.000178734 0.000232196 0.000155082 0.000121474 0.000246871 0.000256721 0.000222045 0.000188506 0.000246821 0.000210554 0.000199297 0.000133394 4.31187e-05
threshold=0.062655000000000016 -0.043384999999999993 -0.0068949999999999992 -0.24436499999999997 -0.053834999999999994 -0.116045 0.10542000000000001 0.075730000000000006 0.12500000000000003 0.092530000000000015 0.092355000000000007 0.086870000000000017 0.079415000000000013 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 7 -7 -6 9 10 11 12 -5 -14
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.00053584098416766771 -0.00063249156997678734 -0.00068315133968727354 0.00053329959400166794 1.3631013925566243e-05 0.00070682771565621304 -0.0010170332216568928 -0.00010362049887414028 -0.00028647191626082551 0.00073790924690991745 -0.00056450262105072651 -0.00046785346181095201 -0.00020515944644035856 0.00090193239701837026 0.0004991000847757997
leaf_weight=0.0016047485866279949 0.0010511822425627306 0.0011234619041406669 0.0014116510073248845 0.001056492543077831 0.0010754270646327058 0.0012368527206735912 0.0018145003096510237 0.0010763449931161517 0.0010039667549261999 0.0013867059645667618 0.0010647911910358814 0.001414761878359358 0.0010761927121174103 0.0015498053169071269
leaf_count=252 104 466 160 677 98 164 54 25 46 146 491 123 198 117
internal_value=0 4.3545e-05 -4.94882e-06 4.52859e-05 -4.79501e-06 -0.000191066 -0.000473868 0.000209966 0.000108525 2.4818e-05 0.000157439 0.000288059 0.000477547 0.00066419
internal_weight=0 0.0178957 0.016291 0.0151675 0.0137558 0.00520313 0.00305135 0.00215177 0.00855272 0.00754875 0.00616204 0.00509725 0.00368249 0.002626
internal_count=3121 3017 2765 2299 2139 341 218 123 1798 1752 1606 1115 992 315
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=11
num_cat=0
split_feature=4 42 43 16 42 0 4 49 1 15
split_gain=5.30933e-05 7.17376e-05 0.000100341 0.000120029 0.000121892 0.000117577 0.00015996 8.99716e-05 7.2756e-05 4.46612e-05
threshold=0.27287000000000006 0.092620000000000022 0.12450000000000001 0.26435500000000006 -1.0000000180025095e-35 -0.075359999999999996 -0.27825499999999997 -0.006494999999999999 0.094465000000000007 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -9 -2
right_child=9 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0029853913262957643 -2.3385374226782081e-05 -0.0022365367632545233 0.0027962593037068372 -0.003342320590815307 -0.0019460149333839656 -0.00053701557117236468 0.0045820835747949094 -0.00079640431682814902 0.0025260609302589212 0.0023768032114264187
leaf_weight=0.0010458021800404281 0.001469566133070109 0.0015528527643623126 0.0010675805395430451 0.0010905679604647925 0.001906589486537557 0.0010198069071818416 0.001293038327648874 0.0012419909869488778 0.0012206439578275052 0.0014274471130594881
leaf_count=612 167 526 167 256 314 86 118 613 77 185
internal_value=0 -0.000305427 -2.09635e-06 -0.000340872 8.26969e-05 0.000562879 0.00232491 -0.00036985 0.000850428 0.00115926
internal_weight=0 0.0114389 0.00988602 0.00881844 0.00772787 0.00668207 0.00231285 0.00436922 0.00246263 0.00289701
internal_count=3121 2769 2243 2076 1820 1208 204 1004 690 352
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=12
num_cat=0
split_feature=124 48 48 51 484 160 4 16 52 4 0
split_gain=5.349e-05 7.21529e-05 0.000132148 0.000176205 9.27947e-05 0.000101267 8.34038e-05 0.000130526 8.83223e-05 7.50752e-05 0.000117487
threshold=-0.043384999999999993 0.12737000000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 -1.0000000180025095e-35 0.181285 -0.5315899999999999 -0.088204999999999992 -0.0016099999999999997 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7 10 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.0020071105940168477 -0.0032311075024520032 -0.0028432441982909513 0.0029869501334441931 -0.0041672701504422332 0.0027385776288677997 -0.0030112432721483358 -0.00093413542477905297 0.0039948981276523542 0.0030745708814819087 -0.002054695190985562 -0.001371111580489011
leaf_weight=0.0012619193008530658 0.001079019221987265 0.0010056861326640668 0.0013925432703385992 0.0011482863231203665 0.001210808461725694 0.0012170452960120143 0.0010344962455794415 0.0012454758929122053 0.0014426024875927503 0.0011039109257653754 0.0011036372318242726
leaf_count=259 440 82 224 270 286 373 60 134 804 159 30
internal_value=0 -0.000204672 1.68685e-05 -0.00037386 8.77196e-05 -0.000302459 0.000139684 0.00175844 -0.0006186 0.000179163 0.00114764
internal_weight=0 0.0129835 0.0119778 0.0105853 0.009437 0.00822619 0.00714717 0.00227997 0.0048672 0.00365015 0.00254624
internal_count=3121 2862 2780 2556 2286 2000 1560 194 1366 993 834
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 3 457 0 0 0 160 15 3 2
split_gain=0.000247158 0.000149645 0.00027635 0.000278555 0.000276599 0.00028459 0.000280095 0.000164596 0.000173351 0.000209927 0.000200553 0.000195551 0.000367869 0.00016121 0.000126992
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 0.095000000000000015 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 -0.0029299999999999994 -0.10607499999999999 -0.075359999999999996 -0.052984999999999997 0.088020000000000015 -0.11713499999999999 -0.10831999999999999 0.08708500000000001
decision_type=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 11 -10 -11 12 -9 -12 -14
right_child=-2 -3 -4 -5 5 6 7 8 9 10 13 -13 14 -15 -16
leaf_value=-0.00086274374589507717 -0.00086599064700744509 0.00070224434513270939 0.00077828530458221522 -0.00092724090849542491 -0.0008096502847885445 0.0010322054948295771 -0.00061146751948365475 -0.00018043207269595826 -0.00058585288526573776 0.00085551817372693604 0.00038301539214671669 -0.00030892755902637317 0.0014425266973322932 -0.00052344742746662559 0.00061276465321275799
leaf_weight=0.0011295681048561707 0.001046345358750699 0.001052847491464017 0.0013725971639834992 0.0011508026034748589 0.0011069659464719795 0.0010759134745545991 0.0010687744195992119 0.0013542470290655584 0.0018316772228130392 0.0010027263074950943 0.0012110599026118329 0.0010445602748919702 0.0011282725540393557 0.0013744594079865384 0.0013056133977752959
leaf_count=386 101 71 220 467 117 108 128 67 947 151 50 34 29 156 89
internal_value=0 3.93477e-05 -1.33067e-06 -6.91243e-05 -1.6422e-06 7.03849e-05 0.000148964 6.50263e-05 0.000135547 -8.68731e-05 0.000167839 0.000384993 0.000576339 -9.88593e-05 0.000997416
internal_weight=0 0.0182101 0.0171572 0.0157846 0.0146338 0.0135043 0.0123973 0.0113214 0.0102526 0.00541992 0.00358825 0.00483269 0.00378813 0.00258552 0.00243389
internal_count=3121 3020 2949 2729 2262 1876 1759 1651 1523 1304 357 219 185 206 118
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=14
num_cat=0
split_feature=14 124 123 133 12 3 4 11 4 1 47 52 3
split_gain=0.000260029 0.000173333 0.000280321 0.000210362 0.000242962 0.000185346 0.000212969 0.000151232 0.000148451 0.000200358 0.00013354 0.000210937 0.000135587
threshold=0.076175000000000007 0.08919500000000001 1.0000000180025095e-35 0.095000000000000015 -0.015429999999999998 -0.13927999999999999 -0.27825499999999997 0.087830000000000005 -0.055319999999999994 0.086105000000000015 0.092530000000000015 -0.07167999999999998 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -8 -10 11 -11 -13
right_child=-2 -3 -4 -5 5 6 8 -9 9 10 -12 12 -14
leaf_value=-0.00074531501758249761 -0.00077970544843087783 0.00068649242845816687 0.00070020836050496108 -0.00075106762222648172 0.00072024540334073961 -0.00061633668490386397 0.00049679855117880974 -6.3803893554024174e-05 -0.00065491838666206434 -0.00025046494240181283 -0.00035597448628297429 9.3106367875094413e-05 0.00081395585179312203
leaf_weight=0.0011158365353510303 0.0011037350780809798 0.0010534180269597118 0.001411616888921558 0.0011119776649099094 0.0017580486773218764 0.0015220890166511838 0.0016209960459410153 0.0010624544221267129 0.0012328732956848948 0.0016694685547431476 0.0014804549123325142 0.001292485452641351 0.001538504332238233
leaf_count=125 101 60 227 467 124 109 666 92 675 93 150 139 93
internal_value=0 4.08742e-05 4.32131e-07 -6.36902e-05 -1.02138e-05 5.20332e-05 -4.95108e-05 0.000424902 4.81441e-05 -5.26722e-05 7.14716e-05 0.000212083 0.000484853
internal_weight=0 0.0178702 0.0168168 0.0154052 0.0142932 0.0131774 0.0103569 0.0028205 0.00883478 0.00721379 0.00598091 0.00450046 0.00283099
internal_count=3121 3020 2960 2733 2266 2141 1925 216 1816 1150 475 325 232
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=12
num_cat=0
split_feature=1 0 15 15 47 16 0 1 1 4 1
split_gain=5.757e-05 0.000124172 7.25821e-05 0.000164587 0.000133166 0.000154651 0.000122547 0.000107046 0.000118047 5.89537e-05 2.79509e-05
threshold=0.077565000000000009 0.051010000000000007 0.024640000000000006 -0.016799999999999995 0.086380000000000012 -0.056919999999999991 -0.11756999999999999 0.11181500000000001 0.093205000000000024 -0.49013999999999996 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -2 -3 -9
right_child=2 9 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0029649094654904153 0.00061559267906951013 -0.0011117442393780252 -0.0018560299540527887 0.003935410401334446 -0.0024328529318624883 -0.004762730537075259 0.0027337273961791737 -0.0016866397263696369 0.0053654653595528188 0.0023803309365522276 0.00077408746038077193
leaf_weight=0.0019521832450816257 0.0012206598871644667 0.0010241077302064472 0.0013441552847045036 0.0014812279355579652 0.0010001766286429348 0.0010687466301842613 0.001009502816654009 0.0010106623210095478 0.0010785289611391635 0.001094466335645139 0.0010099778555372873
leaf_count=1561 98 32 411 246 65 140 92 48 154 43 231
internal_value=0 -0.00106157 0.000409457 0.000752402 0.000115121 -0.00154746 0.000162425 0.00129992 0.00284372 0.00069228 -0.000456693
internal_weight=0 0.00407076 0.0102236 0.00887948 0.00739826 0.00307843 0.00200968 0.00431983 0.00229919 0.00211857 0.00202064
internal_count=3121 1636 1485 1074 828 297 157 531 252 75 279
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=16
num_cat=0
split_feature=124 14 123 133 484 12 3 1 42 15 13 2 0 151 4
split_gain=0.000369862 0.000237403 0.000237138 0.000269274 0.000258995 0.00026582 0.000253907 0.00016952 0.000262812 0.000207777 0.000157064 0.000151863 0.000329178 0.000117067 0.000350558
threshold=0.10195500000000002 0.076175000000000007 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.12873500000000002 0.091735000000000025 1.0000000180025095e-35 -0.093219999999999983 0.084245000000000014 -0.098289999999999975 -0.044604999999999992 0.0061450000000000003
decision_type=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 -8 12 -12 -13 -15
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 11 13 -14 14 -16
leaf_value=-0.00076493564490746761 0.00094122021112471254 -0.00077126169920163341 0.0005773477217346372 -0.00087632931572615227 -0.00070214862103823395 0.00083507877571414152 0.00063093241754037929 0.00057280096253308019 -0.00073430386156608254 -0.00041476608233059103 0.0010735408737434131 -0.00058029946096515358 -0.00020707236438631595 -0.00052162475292242519 0.00062510366227129955
leaf_weight=0.0011220020948301728 0.0010014195769751646 0.0011465408232488308 0.0015870842588683173 0.0010148472616996708 0.0011545941442986816 0.0011207616972415116 0.0015701285646291746 0.0013435359927982402 0.0012253022723544846 0.0019174988414549024 0.0010002646388400649 0.0010788085454635542 0.0010801585674396772 0.0013968408942778799 0.0013626076363341035
leaf_count=399 42 101 234 432 132 108 79 87 220 621 28 147 128 251 112
internal_value=0 -6.16037e-05 -1.63366e-05 -7.38338e-05 -2.08554e-05 3.77292e-05 0.00010296 3.44407e-05 -3.35929e-05 5.76845e-05 0.000178655 5.86729e-05 0.000408645 -0.00013102 4.46264e-05
internal_weight=0 0.019121 0.0179744 0.0163874 0.0153725 0.0142505 0.0130959 0.0119751 0.0106316 0.00940631 0.00748881 0.00591868 0.00208042 0.00383826 0.00275945
internal_count=3121 3079 2978 2744 2312 1913 1781 1673 1586 1366 745 666 156 510 363
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=15
num_cat=0
split_feature=14 124 123 133 12 3 13 159 48 51 52 3 0 2
split_gain=0.000199902 0.000160103 0.000220845 0.000278802 0.000233551 0.000182758 0.000126938 0.000156576 0.000135527 0.00017166 0.000212702 0.000169036 0.000126458 0.000133641
threshold=0.076175000000000007 0.08919500000000001 1.0000000180025095e-35 0.099660000000000012 -0.015429999999999998 -0.20241999999999996 -0.23438999999999996 0.091005000000000016 0.12649500000000002 0.08955500000000001 0.090245000000000006 -0.12018999999999998 -0.10607499999999999 0.08622500000000001
decision_type=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 -8 13 -13
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00072816708998587828 -0.00069671493565086231 0.00065992756480036299 0.00062615322301887806 -0.00089374971427057671 0.00065184181494210415 0.00052616120726254559 0.00082208499217349294 -0.00064178230105348458 -0.0005335067677145175 -0.00040703444367656361 -0.00044782624125234261 0.00084104424603773337 -0.00016099914979122599 8.7269178259628217e-05
leaf_weight=0.0010904393341203593 0.0010531722396217571 0.0010515674947969419 0.0013895610999190141 0.0010017099788127608 0.0012767670466122824 0.0011137710844549278 0.0013694249652607161 0.0011015453983064761 0.001092591159379098 0.0015901179865151979 0.0011733700074336058 0.0010746132375198982 0.0018792403453531219 0.001541280442271642
leaf_count=127 101 60 227 432 122 79 74 212 57 213 345 26 961 85
internal_value=0 3.89939e-05 -1.18196e-07 -5.69787e-05 1.62388e-06 6.18532e-05 -1.25683e-06 -5.55364e-05 1.08972e-05 7.98364e-05 0.000189838 0.00031742 0.000163676 0.000396921
internal_weight=0 0.017746 0.0166944 0.0153049 0.0143032 0.0132127 0.011936 0.0108222 0.00972064 0.00862805 0.00703793 0.00586456 0.00449513 0.00261589
internal_count=3121 3020 2960 2733 2301 2174 2052 1973 1761 1704 1491 1146 1072 111
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=12
num_cat=0
split_feature=1 12 1 52 2 2 12 16 49 47 15
split_gain=6.26531e-05 8.55475e-05 8.40755e-05 9.77088e-05 7.92347e-05 0.000131958 0.000116157 8.82978e-05 8.61069e-05 4.4217e-05 3.49568e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 0.11434500000000002 0.096015000000000017 0.11215000000000001 0.084100000000000022 0.0047850000000000011 -0.052259999999999994 0.085770000000000027 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 8 -6 -1 -4 -10
right_child=-2 -3 9 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-0.0024548689793629391 0.0022382665731888597 -0.0031863036946149551 0.0036555722256107269 -0.0035503635510452641 0.00069314889413804918 -0.0018294369094760126 -0.0035995663399648018 0.0049128689854406994 1.4992147670131177e-05 0.00040919127064948296 0.0028982098542315051
leaf_weight=0.0010366525104067437 0.0014303864277914998 0.0011649328288277196 0.001090133735483609 0.0011299906671483765 0.00134841377283898 0.001232299048794348 0.0014908437240897378 0.0012031945789717363 0.0010362761557181632 0.0010620820672032627 0.0011240367552806025
leaf_count=107 169 121 170 382 188 189 1221 163 149 105 157
internal_value=0 -0.000259364 3.07258e-05 -0.000422686 -5.50433e-06 0.0012134 -0.000989376 0.00268293 0.000227836 0.00205354 0.00151516
internal_weight=0 0.0129189 0.0117539 0.00960171 0.00847172 0.00378391 0.00468781 0.00255161 0.00319697 0.00215222 0.00216031
internal_count=3121 2952 2831 2556 2174 540 1634 351 413 275 306
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=14
num_cat=0
split_feature=124 4 14 123 12 48 16 52 15 42 3 15 3
split_gain=0.000314526 0.000206009 0.000208919 0.00018891 0.000217412 0.000274793 0.000254741 0.000219721 0.000129009 0.000313442 0.000167032 0.000298216 0.000257185
threshold=0.10195500000000002 -0.49405499999999997 0.076175000000000007 1.0000000180025095e-35 -0.015429999999999998 0.12649500000000002 -0.5048999999999999 0.11434500000000002 0.084050000000000014 0.084050000000000014 -0.10519499999999998 -0.015744999999999999 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 10 -8 12 -12
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00070693079519677988 0.00094016291197287116 -0.00070875882975145123 -0.00075279500208538504 0.00070533851795038366 0.00073474794958372969 -0.00070357069131827437 0.00083135536597374934 -0.00067998051141516635 -0.00041499509450978843 -0.00049706905495134897 -0.00071656215300014924 0.0007757743831187119 0.00031102523674174452
leaf_weight=0.0014640886127583732 0.0010311717183774374 0.0013118001230268675 0.0011300963080130835 0.001232504667894911 0.0018678257236178783 0.0013867866687621291 0.001784925042305055 0.0012365767173669476 0.0012576061901282418 0.0016547904309443424 0.0013536937172010143 0.0017876921390615466 0.0017760378337585703
leaf_count=154 42 145 101 220 115 72 107 375 787 493 248 186 76
internal_value=0 -6.65976e-05 -1.38705e-05 3.62822e-05 -1.72026e-05 4.71096e-05 0.000128957 2.46833e-05 0.000115312 0.000195114 0.000366012 0.000197102 -0.000133434
internal_weight=0 0.0192444 0.0177803 0.0166502 0.0154177 0.0141059 0.0127191 0.0108513 0.00961475 0.00835714 0.00670235 0.00491742 0.00312973
internal_count=3121 3079 2925 2824 2604 2459 2387 2272 1897 1110 617 510 324
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=15
num_cat=0
split_feature=133 3 48 50 2 49 474 160 133 42 3 49 16 3
split_gain=0.000289523 0.000332635 0.000244694 0.000267536 0.000238188 0.000155593 0.000182195 0.000256034 0.000175966 0.000216391 0.000290675 0.000474416 0.000316134 0.00020002
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 0.083640000000000006 0.11548000000000001 0.0043850000000000009 0.084660000000000027 -0.080719999999999986 -0.0061299999999999992 0.091295000000000015 -0.13309499999999996 -0.066894999999999982 -0.14771999999999999 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 -10 -12 -13 -14
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 -11 11 12 13 -15
leaf_value=-0.00094266885745567766 -0.00094435646519169705 0.0007998990316104615 -0.000816082730550637 -0.0007489039383407896 0.00073513190952321887 0.00055228799536597675 0.00059147202115070749 -0.00072956218612319282 -0.00073369016695438386 0.0006813740851924682 -0.0006605461317766609 0.0013017974267351255 -0.00019726579039328057 0.00080059364110078406
leaf_weight=0.0011557069880083959 0.0010584073422434939 0.0016772941512654951 0.0012515087958284701 0.0013858618058464394 0.0016378569031776412 0.0015191364213952225 0.0012593386135727339 0.0010898434394445806 0.0017306512397746729 0.0014522279748669827 0.0017936391668026434 0.0010731649538632407 0.0018883784052308719 0.0010126357953232912
leaf_count=247 435 149 65 439 233 343 124 439 109 115 116 45 232 30
internal_value=0 2.7902e-05 -4.30498e-05 1.38647e-05 8.15724e-05 4.97432e-06 -6.17784e-05 -0.000135255 -4.23185e-05 4.13608e-05 -8.25905e-05 0.000112774 0.000461791 0.00015105
internal_weight=0 0.0199272 0.01825 0.0169984 0.0156126 0.0139747 0.0124556 0.0111962 0.0100405 0.0089507 0.00749847 0.00576782 0.00397418 0.00290101
internal_count=3121 2686 2537 2472 2033 1800 1457 1333 1086 647 532 423 307 262
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=11
num_cat=0
split_feature=150 151 151 4 15 47 43 16 13 15
split_gain=5.69059e-05 0.00016141 0.000112818 0.000132121 0.000126962 0.000115808 0.000108476 0.000114334 5.82737e-05 5.43813e-05
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.40473500000000007 -0.11033999999999998 0.11419000000000001 -0.083684999999999996 0.15891500000000003 0.065590000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 8 9 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0032721803596307501 0.0033746303790995538 -0.00082378507443701292 -0.00365242738837426 0.0028509579415782172 0.0027959476761649708 0.0025744740899198799 0.00053354758231511268 -0.0039894185036667964 -0.00039694678340141277 -0.0022257669900813564
leaf_weight=0.0011101024670773585 0.0015589355441214259 0.0018949731765372851 0.0010231297584097189 0.0012980709574576003 0.0010630783732077913 0.0013212123122976482 0.0018665098077544082 0.0012091395324709811 0.0010725783111025858 0.0010381919873806008
leaf_count=265 264 156 182 227 249 84 356 291 155 892
internal_value=0 0.00107119 -0.000350781 -2.29324e-05 -0.000457024 -2.5187e-05 -0.000574784 -0.0014922 0.0011924 -0.00045268
internal_weight=0 0.00345391 0.011002 0.00989191 0.00859384 0.00757071 0.0062495 0.00411384 0.00213566 0.0029047
internal_count=3121 420 2701 2436 2209 2027 1943 1539 404 1248
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 52 4 49 0 0
split_gain=5.95194e-05 7.13082e-05 9.23964e-05 8.81754e-05 0.000188026 0.000118682 0.00011388 8.31883e-05 0.000103201 9.72852e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.089199999999999988 0.033845000000000007 -0.006494999999999999 -0.083914999999999976 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6 -7 -9 -10
right_child=1 2 3 5 6 7 -8 8 9 -11
leaf_value=-0.0023931329447257109 0.0022776787559768913 -0.0027927723187591898 0.0047151079527230902 0.002268379906511193 0.0016816917051596925 -0.003471967206195027 -0.0024879560567371835 0.0021809136013058224 -0.0038088857975690478 4.2722933477687416e-05
leaf_weight=0.0010243680169960611 0.0015015354489077435 0.0011998935078376119 0.0012453669193927233 0.0012847328852862187 0.0016425635449665789 0.0012895550259453019 0.0011867899324439855 0.0011100753588805081 0.00115133661689178 0.0017207546857603839
leaf_count=503 232 187 351 239 225 145 122 396 670 51
internal_value=0 0.000172268 -9.49392e-05 0.000209553 0.00139436 -0.000526786 -6.7293e-05 -0.00120798 -0.000474821 -0.00150127
internal_weight=0 0.0133326 0.0118311 0.0106312 0.00407472 0.00655645 0.00282935 0.00527172 0.00398217 0.00287209
internal_count=3121 2618 2386 2199 698 1501 347 1262 1117 721
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=16
num_cat=0
split_feature=124 14 123 133 484 12 3 160 160 1 12 42 16 0 16
split_gain=0.000306628 0.000246752 0.000216552 0.000301509 0.000246271 0.000243817 0.000212473 0.00017245 0.000212078 0.000160776 0.000266823 0.000177327 0.000116831 0.000160292 0.000343178
threshold=0.10195500000000002 0.076175000000000007 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.086870000000000017 -0.098904999999999979 0.12958500000000003 0.092355000000000007 1.0000000180025095e-35 0.029300000000000003 -0.11437499999999999 -0.36241499999999999
decision_type=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 -8 10 12 -12 13 14 -10
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00080507720646583257 0.00091460029325548186 -0.00088281324303559597 0.00060233311834596653 -0.0009875629385661523 -0.00073519623705700762 0.00084860976593864178 -0.00060960948590370616 -0.00043950325101817993 0.00011956258207234139 0.000876289477860738 0.00010303014044380994 -0.00081039323878766647 -8.9794609125550212e-05 7.1655668010439706e-05 0.0014414685560659249
leaf_weight=0.0011163338406726059 0.0010090630177652651 0.0010694464939575701 0.0015395292319583176 0.0010406545669136352 0.0011164515558375254 0.0010895993038761978 0.0010310471748480312 0.0018722711523361116 0.0011572197260196759 0.0010164099648385383 0.0014067560413075818 0.0011887591705031508 0.0012652826611340515 0.0014901526543351241 0.0012261985046935217
leaf_count=399 42 101 234 432 132 108 289 140 66 66 165 153 132 618 44
internal_value=0 -7.08434e-05 -2.1383e-05 -8.13332e-05 -1.83629e-05 4.50011e-05 0.000113353 4.461e-05 0.000137271 0.000225271 0.000139717 -0.000315322 0.000369547 0.000519589 0.000799644
internal_weight=0 0.0186261 0.0175567 0.0160171 0.0149765 0.0138601 0.0127437 0.0116541 0.00978183 0.00875078 0.00773437 0.00259552 0.00513885 0.00387357 0.00238342
internal_count=3121 3079 2978 2744 2312 1913 1781 1673 1533 1244 1178 318 860 728 110
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=15
num_cat=0
split_feature=14 124 123 12 133 3 0 41 160 151 1 4 15 0
split_gain=0.000353553 0.000273848 0.000264272 0.000253858 0.000250311 0.000288957 0.000253975 0.000239546 0.00019007 0.000295915 0.000366082 0.000194575 0.00015411 9.24865e-05
threshold=0.076175000000000007 0.10281000000000001 1.0000000180025095e-35 -0.015429999999999998 0.09389500000000002 -0.12018999999999998 -0.053834999999999994 0.07831500000000001 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 -0.0024449999999999997 -1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 8 12 -7 -10 11 -11 -5 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 13 -13 -14 -15
leaf_value=-0.00074542158379762582 -0.00086792585552642203 0.00088314204491221333 0.00064779497965639576 0.0011817814718854491 -0.00080063022023959282 -0.00044819887820913217 -0.00064986994007693673 -0.00021841804310852682 -0.00042975398121757584 0.00044522188260963017 0.00048938396620597376 -0.00052361502435614748 0.0003811367444459378 0.0011168545749612429
leaf_weight=0.0014195075969206669 0.0012808669393531416 0.001021667816617138 0.0015791450202420542 0.0011147697128170986 0.0010358539959504009 0.0018456815784857359 0.0018867941123037546 0.0011146537466615314 0.0017742234526329104 0.0010113792182837701 0.0013494709440638464 0.0013628713405615493 0.001700153951352589 0.0012837036019474057
leaf_count=149 101 39 236 69 465 588 192 54 179 651 54 171 125 48
internal_value=0 3.97245e-05 -6.90843e-06 -6.80877e-05 -5.97472e-06 5.10153e-05 -9.36925e-05 0.000438201 2.79433e-05 0.000157529 0.000365615 -0.000110912 0.000698209 0.000795283
internal_weight=0 0.0194999 0.0184782 0.0168991 0.0154796 0.0144437 0.0105141 0.00392958 0.00862733 0.00678165 0.00500743 0.00237425 0.00281492 0.00263317
internal_count=3121 3020 2981 2745 2596 2131 1883 248 1691 1103 924 822 194 102
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=16
num_cat=0
split_feature=124 133 50 159 42 16 151 15 0 2 1 1 16 3 1
split_gain=0.000168518 0.000199799 0.000181738 0.000190791 0.000154755 0.000184494 0.000174228 0.000162984 0.00023865 0.000129164 0.000215908 0.000317884 0.000168197 0.000133196 8.15871e-06
threshold=0.0049200000000000008 0.099660000000000012 0.10647500000000001 -0.026354999999999996 0.097315000000000026 0.26676500000000009 -0.084764999999999993 1.0000000180025095e-35 -0.084044999999999995 0.088930000000000023 0.11181500000000001 0.092845000000000025 -0.14771999999999999 -0.010424999999999999 0.092845000000000025
decision_type=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 -9 12 11 13 -8 -11 -14
right_child=-2 -3 -4 4 -6 -7 7 8 -10 10 -12 -13 14 -15 -16
leaf_value=0.00071339225589420858 0.00062520690313689188 -0.00071227453950849879 -0.00067587235879714347 -0.00051938510586563974 0.00049388471380068944 -0.00065848538575403169 0.00036107404554358021 -0.00083886270892596395 0.00022851286363756955 -0.00020827106068744449 -0.00027372209985885941 0.0013406822301685615 -0.00046368078481495386 0.00058514352560577862 -0.00025435133499913162
leaf_weight=0.0010617748667014768 0.0010626381678023799 0.0011386927361914092 0.0010108285863169161 0.0015149948011731343 0.0014888267589526988 0.0012702880991316981 0.0015471661677408759 0.0011430820887274717 0.0011128227191425496 0.0010007609267367679 0.0010500998604874023 0.0010237508480326341 0.0010020901569045698 0.0013219409130704731 0.0010027386616701939
leaf_count=199 72 470 268 247 161 277 92 315 363 158 110 77 205 39 68
internal_value=0 -4.75007e-05 -1.76535e-06 4.20823e-05 -7.14777e-06 -6.45739e-05 -1.98988e-07 7.68815e-05 -0.000312333 0.000187346 0.000375336 0.000579007 -4.53425e-05 0.000243292 -0.000358982
internal_weight=0 0.0176899 0.0165512 0.0155403 0.0144786 0.0129897 0.0117194 0.0102045 0.0022559 0.00794855 0.00439655 0.00334645 0.00355199 0.0023227 0.00200483
internal_count=3121 3049 2579 2311 2112 1951 1674 1427 678 749 384 274 365 197 273
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=12
num_cat=0
split_feature=376 1 132 0 47 13 457 1 1 4 16
split_gain=5.62482e-05 9.33918e-05 7.95341e-05 0.000132926 0.00014288 0.000156624 0.000168406 0.000147072 0.000103727 8.66697e-05 7.75501e-05
threshold=0.048375000000000008 0.13686500000000004 0.081240000000000021 0.0059850000000000016 1.0000000180025095e-35 -0.10664 0.082380000000000009 0.111945 0.086560000000000012 0.09173000000000002 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -6 -5
right_child=-2 -3 -4 10 9 6 -8 -9 -10 -11 -12
leaf_value=0.0047040796561490664 0.0022559061384693326 0.003044030661498743 0.0026083602511174394 -0.0056988004687026916 -0.005242975634573579 -0.00049186809912827852 0.0034352653823189194 0.0021654682829487012 -0.0052164969756225629 -0.00072754280040296208 -0.0014190211881882923
leaf_weight=0.0011528715452681854 0.0013697034475648037 0.0010933311799459213 0.0010123500349869538 0.0010505726970302118 0.0010003019675163712 0.0012375617982918743 0.0013612823304918198 0.0011147609005570797 0.0013468113943297527 0.0014382314947074537 0.001333521165087892
leaf_count=127 166 144 280 54 269 1260 150 72 370 73 156
internal_value=0 -0.000252811 -0.000551986 -0.000841891 -0.000163173 0.000785283 -0.000107503 -0.00141124 -0.00295405 -0.0025798 -0.00330494
internal_weight=0 0.0131416 0.0120483 0.0110359 0.00865182 0.00621329 0.00506042 0.00369913 0.00258437 0.00243853 0.00238409
internal_count=3121 2955 2811 2531 2321 1979 1852 1702 1630 342 210
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 42 47 160 4
split_gain=5.68591e-05 5.85272e-05 8.28005e-05 0.000180782 0.000186352 0.000123341 0.00011679 0.000103743 0.000128555
threshold=0.07831500000000001 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.0060199999999999993 0.081320000000000017 0.086870000000000017 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0020317123598704292 -0.0023548023761001935 0.0025541622750642578 -0.0027725081426248225 0.0040203376734510611 -0.0039178157241583703 0.0054560298084230284 -0.0012436926463159452 -0.00045885704518657482 0.0011223707614380202
leaf_weight=0.0019770490843778266 0.0010916781508228954 0.0010843359022419544 0.0011511047853414039 0.001331739794923876 0.001306234862652661 0.0013780607910207584 0.0018515202093544181 0.001427360205675441 0.001793926412896493
leaf_count=706 151 334 626 164 92 466 160 185 237
internal_value=0 0.00017835 -3.25179e-05 0.000353471 -0.00019471 0.000445025 0.00101917 0.00193011 0.00300512
internal_weight=0 0.0133013 0.012217 0.0102399 0.00890821 0.00760197 0.00645087 0.00459935 0.00317199
internal_count=3121 2970 2636 1930 1766 1674 1048 888 703
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=11
num_cat=0
split_feature=48 48 51 1 12 151 4 3 16 43
split_gain=5.29842e-05 0.000113258 0.000155313 8.31145e-05 9.59148e-05 9.41306e-05 7.85841e-05 0.000107331 4.90026e-05 1.44399e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.051320000000000005 -0.016164999999999995 -0.0029599999999999995 -0.028564999999999997 -0.069144999999999984 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 9 -8 -7
right_child=-2 -3 -4 4 -6 6 8 -9 -10 -11
leaf_value=0.0025713388837115231 -0.0029009957077294705 0.0036034957178460057 -0.0046940487427415889 0.0053169295966879514 0.00026581512066131989 -0.0032739252027213844 -0.0051437277065241975 0.0024588396369186311 -0.0011025777903486014 -0.00098727383020790643
leaf_weight=0.0015089144320276646 0.0010772720495498501 0.0015934365556767834 0.0012781886423015561 0.0011367795236682425 0.0017456667892596922 0.0010156229448327302 0.0011663079275907335 0.0017257714130198853 0.0010390675680063367 0.0010073876163947172
leaf_count=347 90 263 286 209 114 246 253 111 211 991
internal_value=0 0.000220102 -0.00024371 0.000306129 0.00225787 -0.000447689 -0.00121278 -2.03388e-05 -0.00323973 -0.00213525
internal_weight=0 0.0132171 0.0116237 0.0103455 0.00288245 0.00746307 0.00595416 0.00374878 0.00220538 0.00202301
internal_count=3121 3031 2768 2482 323 2159 1812 1348 464 1237
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=17
num_cat=0
split_feature=124 123 484 133 12 3 156 160 160 11 16 4 12 2 1 3
split_gain=0.00035132 0.000332556 0.000345171 0.000334173 0.000271182 0.000277823 0.000215213 0.000206447 0.000246671 0.000259965 0.000221052 0.000395126 0.00021569 0.000211743 0.000250375 0.000220205
threshold=0.10281000000000001 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.015429999999999998 -0.20241999999999996 0.091255000000000017 0.086870000000000017 -0.091944999999999985 0.078340000000000007 0.22339500000000004 -0.14723499999999998 0.11650500000000001 0.10803500000000001 0.10089500000000001 -1.0000000180025095e-35
decision_type=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 -7 10 11 -10 13 14 15 -13
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00097710379206847613 0.00096006313823915389 0.00064586384100764622 -0.00076342534549167864 -0.00098141385410452646 0.00081035666959497325 -0.00061550602215728212 -0.00072444294508124812 -0.00047528211563028545 0.0012551258279921511 -0.0005044186517577467 -0.00037248718899470412 -0.00015534560106685515 -0.00041155526284451425 -0.00024557132742718621 0.0013095603477289801 0.00079431028579028153
leaf_weight=0.0012890173858130993 0.0010366824645036401 0.0017874166100997893 0.0012613369600539817 0.0010821625775006274 0.0013144697251039556 0.0011301394330271103 0.0011305901024968668 0.0018528669136257123 0.0013972175697638534 0.0012426841793824481 0.0011349432766211004 0.0013890503473504697 0.0011652270177492097 0.001133460754900506 0.0010403247697237106 0.0014584955828809221
leaf_count=488 39 244 133 378 114 288 154 133 42 70 102 719 43 108 36 30
internal_value=0 -5.8093e-05 -0.000124241 -6.22459e-05 -2.50775e-06 5.98579e-05 -1.02315e-05 5.21491e-05 0.000140258 0.000226 0.000330107 0.000435254 0.000250088 0.000403626 0.000592891 0.000331062
internal_weight=0 0.0208094 0.019022 0.017733 0.0166508 0.0153895 0.014075 0.0129444 0.0110915 0.0099614 0.00871872 0.00758378 0.00618656 0.00502133 0.00388787 0.00284755
internal_count=3121 3082 2838 2350 1972 1839 1725 1571 1438 1150 1080 978 936 893 785 749
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=11
num_cat=0
split_feature=52 376 52 48 12 0 13 16 4 0
split_gain=5.28186e-05 0.000119798 7.56001e-05 0.000120789 0.00016453 8.98454e-05 7.26299e-05 0.000165532 7.90623e-05 8.67821e-06
threshold=-0.26636999999999994 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.06563999999999999 -0.11122999999999998 -0.094359999999999986 0.0052350000000000009 -0.082619999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 6 -6 -5 -8 -9 -2
right_child=1 -3 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0022835358658328249 0.001088850709591417 0.0035227457586199063 0.0026214837990762448 0.002057996467547956 -0.0013389593118126012 -0.0059454962479349692 -0.0033788554980568666 -0.00074041713208942051 0.0027628902109686207 0.0025489205062070464
leaf_weight=0.0011596550098049588 0.0010056576022513903 0.0012059426358583076 0.0012921858124532734 0.0014308975573025847 0.0010053268266080944 0.0010849270889410345 0.0018932648351110823 0.0018645552011772593 0.0013826329094770787 0.0010011564663986415
leaf_count=354 192 163 111 162 322 150 363 1041 109 154
internal_value=0 0.000187844 -0.000148401 -0.000544702 -0.00101705 -0.00372994 -0.000154119 -0.000769884 0.00075127 0.00181725
internal_weight=0 0.0131665 0.0119606 0.00995379 0.0086616 0.00209025 0.00657135 0.00514045 0.00324719 0.00200681
internal_count=3121 2767 2604 2258 2147 472 1675 1513 1150 346
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=16
num_cat=0
split_feature=124 14 4 47 47 16 16 2 16 52 0 1 15 4 2
split_gain=0.000375398 0.000258912 0.000224408 0.00024187 0.000225376 0.000187802 0.000258491 0.000234098 0.000209522 0.000267078 0.000281433 0.000221481 0.000182292 0.000141629 0.000101849
threshold=0.10281000000000001 0.076175000000000007 -0.49405499999999997 0.13148500000000005 0.11069000000000002 0.22339500000000004 -0.008904999999999998 0.092875000000000013 -0.5048999999999999 0.098380000000000009 -0.084044999999999995 0.10708500000000001 -0.10203999999999998 0.0052350000000000009 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 11 10 12 -4 -10 -14 -9
right_child=-2 -3 3 -5 -6 -7 7 14 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00063274786049161526 0.0010057277780199693 -0.00081868379059008792 0.0010003702996130197 -0.00074138506671517354 0.00085473788390256111 -0.00052738722464687503 5.1921230748499423e-05 0.0012657653425621538 -0.00079391978825970591 -0.00092624025486462316 0.00062123007854335299 -5.5650743087352363e-05 -0.00043263497700562163 0.00028406039977169089 0.0005004563258427956
leaf_weight=0.0015429826072348397 0.0010137440322016958 0.00122708719668596 0.0010123302481946919 0.0010637002502704154 0.0010732813917388962 0.0015027792065745666 0.0019491055598141018 0.0010064372383855567 0.001284426927268891 0.0011944366587053439 0.001420440968924231 0.0013509677536676645 0.0014461151780860871 0.0018077435097357715 0.0010204088120266963
leaf_count=154 39 101 87 59 99 268 364 96 165 402 580 74 428 116 89
internal_value=0 -5.91477e-05 -9.24088e-06 4.69143e-05 9.90981e-05 4.50132e-05 0.000108767 0.000474297 -4.39507e-05 -0.000189535 -4.18618e-05 0.000396701 -0.000249403 -3.44611e-05 0.000880473
internal_weight=0 0.0199022 0.0186752 0.0171322 0.0160685 0.0149952 0.0134924 0.00397595 0.00951646 0.00715316 0.00595873 0.0023633 0.00453829 0.00325386 0.00202685
internal_count=3121 3082 2981 2827 2768 2669 2401 549 1852 1691 1289 161 709 544 185
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=11
num_cat=0
split_feature=4 12 0 156 15 15 151 3 151 12
split_gain=5.47892e-05 8.81145e-05 8.59183e-05 6.95672e-05 8.67518e-05 0.000194063 0.000156401 0.000196256 6.12933e-05 8.95733e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.085790000000000019 0.024640000000000006 -0.016799999999999995 -0.0067699999999999991 0.083060000000000009 -0.00099499999999999979 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2 -10
right_child=8 -3 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.0019415346651833279 -0.00085406146948357456 -0.0024908777550272636 0.001779759654518427 -0.0025755450646582374 -0.0020224472030439303 0.0037253193063158697 0.0008581571660420883 -0.0045356299322353898 0.0034088756662354405 0.00010770353911718306
leaf_weight=0.0013210385305591904 0.0011467275121872511 0.0013869988590124492 0.0017607392330897254 0.0010970080483640775 0.0014678169211327875 0.0011726674144268336 0.0010531737231559302 0.0011935612772675519 0.0012823372263540472 0.0014554559003173706
leaf_count=215 98 404 148 303 959 174 419 73 251 77
internal_value=0 -0.000353151 -2.61024e-05 -0.000461357 -8.77772e-05 0.000511269 -0.000545136 -0.00200725 0.000913552 0.00165392
internal_weight=0 0.010453 0.00906601 0.00730527 0.00620826 0.00474044 0.00356777 0.00224674 0.00388452 0.00273779
internal_count=3121 2695 2291 2143 1840 881 707 492 426 328
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 49 42 52 133 4
split_gain=5.97737e-05 7.2019e-05 7.75469e-05 8.38383e-05 0.0001735 9.22587e-05 0.000126797 0.000134335 0.000106162 8.61455e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.006494999999999999 0.084050000000000014 -1.0000000180025095e-35 0.083950000000000011 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 -7 -9 -6
right_child=1 2 3 5 9 6 -8 8 -10 -11
leaf_value=-0.0028818549310295079 0.0027543001972315379 -0.0030788393848636469 0.0053927786943543266 -0.003208181894601027 0.0017459085594787806 0.0049643539024913468 -0.0033390536827542887 -0.0020752777859699076 0.0029606914877255489 -0.002611575450460217
leaf_weight=0.0010129629894247765 0.0014812350770244875 0.0011907553579269059 0.0012542568260624234 0.0015893467577758206 0.0016136743307352641 0.0010677034602021183 0.0011667669891923891 0.0016687349098002653 0.0010092062233200659 0.0011800105678285138
leaf_count=503 232 187 351 212 225 181 541 453 114 122
internal_value=0 0.000207515 -0.0001138 0.000220867 0.00160565 -0.000641287 0.000189198 0.00128825 -0.000177427 -9.46273e-05
internal_weight=0 0.0132217 0.0117405 0.0105497 0.00404794 0.00650176 0.00491241 0.00374564 0.00267794 0.00279368
internal_count=3121 2618 2386 2199 698 1501 1289 748 567 347
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=15
num_cat=0
split_feature=14 38 39 50 48 4 151 40 3 43 12 4 2 42
split_gain=0.00036159 0.000217918 0.000243108 0.000209951 0.00024332 0.00032379 0.000272875 0.000172304 0.000260075 0.000235843 0.000190453 0.000127231 0.000111334 8.8691e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.091820000000000013 0.10647500000000001 0.11951500000000001 0.40473500000000007 -0.075199999999999989 -0.050459999999999998 0.10732000000000001 -0.074359999999999996 0.083370000000000014 0.0061450000000000003 0.086950000000000013 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 12 11 -11 13 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.00058532399665050627 -0.00087864422711273361 -0.00069034899916426069 0.00066898651555163903 -0.00066990810052392521 -0.00069431861712953625 0.00075991919170577513 -0.00070409474251557523 1.5172408234339641e-05 0.00060142720929513252 -0.00042344568650854548 -0.00086000040347433129 0.00022253338647047126 -0.00024074010366142195 0.00063563976179998466
leaf_weight=0.0019149908753754172 0.0011985695465615001 0.0010224644356925374 0.0016126937458971887 0.0010831063178031409 0.0010252783142270525 0.0017751388205136985 0.0010162075726417317 0.0010153568369991621 0.0015267100840077328 0.0018447589680667927 0.0013873282639516142 0.0013782905959098812 0.001077082915803225 0.001443465516462239
leaf_count=310 101 62 155 308 58 174 63 161 70 122 1015 50 341 131
internal_value=0 3.21187e-05 7.29298e-05 1.46284e-05 6.27586e-05 0.00011674 2.61563e-05 -7.40197e-05 -7.82643e-06 -0.000122008 -0.000361693 -0.000147202 0.000190512 0.000379421
internal_weight=0 0.0191229 0.0181004 0.0164877 0.0154046 0.0143793 0.0126042 0.0106892 0.00967299 0.00814628 0.00461038 0.00322305 0.00353591 0.00245882
internal_count=3121 3020 2958 2803 2495 2437 2263 1953 1890 1820 1187 172 633 292
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=16
num_cat=0
split_feature=133 3 48 16 50 2 42 3 4 43 151 12 3 0 4
split_gain=0.000277072 0.000353995 0.000283807 0.000238214 0.000322756 0.000225256 0.000178513 0.00021605 0.000233914 0.000392129 0.000278773 0.000147042 9.18921e-05 8.77792e-05 6.899e-05
threshold=0.10622000000000002 0.16158000000000003 0.12649500000000002 -0.15241499999999997 0.082190000000000013 0.11362000000000001 -0.094469999999999985 0.10299500000000002 0.053180000000000012 -0.083684999999999996 -0.0064299999999999991 0.084100000000000022 -0.13309499999999996 -0.11437499999999999 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 12 -5 8 9 11 -11 -8 -1 -14 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 14 -13 13 -15 -16
leaf_value=-0.00021283691298506005 -0.00093596176319092855 0.00087738952705705589 -0.00086846316199972276 -0.00063819392793552736 -0.0010670945671510668 0.0011258804559995 0.00089056837744390675 0.00074114879837348024 0.00065832054954267102 1.2627359455206795e-06 -0.00068588690132983252 -6.4090782928687232e-05 6.0506005485590518e-05 0.00072310032123999821 -0.0013672900491877875
leaf_weight=0.0013778852741876957 0.0010064652209055549 0.0016476688785574392 0.001245576182173024 0.0013113217811223836 0.001078075536414356 0.0010758673168560721 0.0011134372855886561 0.0014610240265295893 0.0013399551106503364 0.0016272619133462516 0.0010182891278448913 0.0010900587531021411 0.0014513945289021946 0.0012886037985644578 0.0010108046185822381
leaf_count=68 435 149 65 163 422 98 131 47 162 145 530 199 96 108 303
internal_value=0 5.86559e-05 -1.84759e-05 4.67004e-05 -0.000106698 0.000373072 -2.87115e-06 9.3322e-05 -3.81385e-05 -0.000197396 -0.000568446 0.000418303 0.000176387 0.00037212 -0.00102533
internal_weight=0 0.0191372 0.0174896 0.016244 0.0110502 0.00519375 0.00997215 0.00866083 0.00719981 0.00585985 0.00365636 0.0022035 0.00411788 0.00274 0.00202909
internal_count=3121 2686 2537 2472 2102 370 1680 1517 1470 1308 978 330 272 204 833
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=16
num_cat=0
split_feature=14 52 124 157 123 48 1 43 16 14 0 47 49 16 12
split_gain=0.000266657 0.000211628 0.000170298 0.000194573 0.000192782 0.000203952 0.000252604 0.00023493 0.000264042 0.000232345 0.000351913 0.00027407 0.000123261 0.000103733 9.77353e-05
threshold=0.076175000000000007 -0.40306999999999998 0.0049200000000000008 -0.08107499999999998 1.0000000180025095e-35 0.12649500000000002 0.094465000000000007 -0.084004999999999982 -0.092124999999999985 -0.10708499999999999 -0.10151999999999999 0.09585500000000001 -0.009244999999999998 0.15273500000000004 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 13 12 -8 11 -11 -9 -5 -10
right_child=-2 2 -4 4 -6 -7 9 8 14 10 -12 -13 -14 -15 -16
leaf_value=-0.00071421334569177707 -0.00082879005917062785 0.00070053934035804982 0.00075626796347938777 -0.00014651826880814433 0.00062659838970430346 -0.00078277758062428185 -0.00043374281567158912 0.00034350638541381148 -0.0012380394000850018 0.0011495322118505469 -0.00019246871563229136 7.5934002660023089e-05 -0.00047537794664732219 0.00060309250986918881 -0.00051367712892775317
leaf_weight=0.001003073502988761 0.001071239220336361 0.0012317233387914668 0.0010566986489913893 0.0010905576569638781 0.0012831874045603269 0.0010647579038505486 0.0011651666965704077 0.0011352607583341723 0.0011188390722412069 0.0019535204888260216 0.0017521098667841115 0.0010736167849358935 0.0010139674758926102 0.0010614402883182272 0.0010540761767446477
leaf_count=314 101 235 66 342 208 58 75 32 157 128 244 39 268 32 822
internal_value=0 4.77586e-05 9.25734e-05 4.87357e-05 -5.63341e-06 -6.5802e-05 -4.32903e-06 -0.000237608 -0.000467053 0.000249739 0.000416369 0.000768766 -4.28286e-05 0.000223216 -0.000886653
internal_weight=0 0.018058 0.0170549 0.0159982 0.0147665 0.0134833 0.0124186 0.00647414 0.00432214 0.00594441 0.00477925 0.00302714 0.00214923 0.002152 0.00217292
internal_count=3121 3020 2706 2640 2405 2197 2139 1653 1279 486 411 167 300 374 979
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=16
num_cat=0
split_feature=124 14 123 484 133 12 3 160 160 1 12 3 0 4 42
split_gain=0.00035081 0.000219991 0.000257916 0.000330145 0.000245607 0.000271289 0.000258552 0.000145023 0.000189905 0.000205563 0.000253224 0.000199315 0.000185508 0.000237675 0.000106539
threshold=0.10195500000000002 0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.095000000000000015 -0.015429999999999998 -0.20241999999999996 0.086870000000000017 -0.091944999999999985 0.12958500000000003 0.092355000000000007 0.095270000000000007 -0.11437499999999999 -0.083854999999999985 1.0000000180025095e-35
decision_type=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 -8 10 11 12 -10 -14 -12
right_child=-2 -3 -4 4 -6 6 7 -9 9 -11 14 -13 13 -15 -16
leaf_value=-0.0010116975600806481 0.0010388201859519984 -0.00085082857693877484 0.0007260328989851276 -0.00079151950760730587 -0.00079767518485824901 0.00098347697443516152 -0.00055600663654059492 -0.00040445555465096298 0.0010712101425930391 0.00099924566057332754 4.0269174256707192e-06 -0.00025398432134642935 0.00085313798276164064 -0.00031463927433832308 -0.00075281322426711916
leaf_weight=0.0011295378467141596 0.001025670883828835 0.0010599357049598792 0.0014669888159568835 0.0010978723157377421 0.0011555414845162053 0.0011069582254319412 0.001093703477196741 0.0018058600715151604 0.0015152977196564166 0.0010429049831811588 0.0013647018670162958 0.0012507966740171739 0.001114915090554558 0.0011742299597873257 0.0011041013563305446
leaf_count=467 42 101 234 130 388 108 293 136 47 66 164 107 202 492 144
internal_value=0 -4.9579e-05 -8.35798e-07 -6.76621e-05 4.25619e-06 7.20378e-05 0.000147441 6.6731e-05 0.00015481 0.000245556 0.000141088 0.000373323 0.000579564 0.00025412 -0.000334448
internal_weight=0 0.0184833 0.0174234 0.0159564 0.0148269 0.0136713 0.0125735 0.0114665 0.00966065 0.00856695 0.00752404 0.00505524 0.00380444 0.00228915 0.0024688
internal_count=3121 3079 2978 2744 2277 1889 1759 1651 1515 1222 1156 848 741 694 308
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=17
num_cat=0
split_feature=14 133 3 50 159 52 48 2 15 51 13 16 48 4 0 0
split_gain=0.000418677 0.000366302 0.000257359 0.000274763 0.000266381 0.000264577 0.000258625 0.000278527 0.000332834 0.000281528 0.000179561 0.000202699 0.000388861 0.00018774 0.000132583 0.000414467
threshold=0.076175000000000007 0.10622000000000002 0.16158000000000003 0.10647500000000001 0.10497500000000001 -0.40306999999999998 0.11951500000000001 0.098035000000000011 -0.15914499999999995 -0.090529999999999985 0.073000000000000023 -0.022939999999999999 0.085845000000000019 -0.00099499999999999979 -0.14226499999999997 0.056435000000000006
decision_type=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 9 -9 -7 11 12 13 -11 -10 -16
right_child=-2 -3 -4 -5 -6 6 -8 8 14 10 -12 -13 -14 -15 15 -17
leaf_value=-0.00065545144633184858 -0.00092876484779769945 -0.00085346322040099969 0.00073116313301615631 -0.00070965108980882504 -0.00070575995811646565 0.00075100302615042295 -0.00059085911996669359 0.0013814282526111545 0.0008043294031398351 0.00081078810088673528 0.00044832391561768712 -0.00059503189105551235 -0.00069791644674561547 -6.5377617002694021e-06 -0.00065950479162119621 0.00071802518386248021
leaf_weight=0.001012114156975572 0.0012256336511893276 0.0011252749780525191 0.0016408506555629634 0.0011893220955453412 0.0010244715326624123 0.0015327155573357102 0.0010112598325608966 0.001107405417182108 0.001173091283053429 0.0014027488375956713 0.0017476680990833049 0.0018919032489468322 0.0013139592695937605 0.001642166258719613 0.0010238679380435017 0.0013809884266962058
leaf_count=265 101 421 145 258 173 111 43 74 77 546 67 388 83 160 180 29
internal_value=0 5.74707e-05 0.000108482 5.3115e-05 0.000105661 0.000156849 0.000210838 0.000267865 0.000595407 0.000106851 -1.65856e-05 -0.000146571 4.80771e-05 0.000369993 0.000352127 0.000131542
internal_weight=0 0.0212198 0.0200945 0.0184537 0.0172644 0.0162399 0.0152278 0.0142165 0.00468535 0.00953116 0.00799845 0.00625078 0.00435887 0.00304492 0.00357795 0.00240486
internal_count=3121 3020 2599 2454 2196 2023 1758 1715 360 1355 1244 1177 789 706 286 209
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=11
num_cat=0
split_feature=1 0 3 0 3 12 15 4 12 13
split_gain=6.16506e-05 0.000112422 0.000112316 0.000171109 7.2088e-05 0.000136278 0.000173091 0.000123141 9.98364e-05 3.54597e-05
threshold=0.094385000000000011 0.18019500000000002 -0.083924999999999986 -0.10607499999999999 0.11296500000000002 0.090995000000000006 -0.040804999999999994 0.056795000000000005 0.10645 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 -2 -6 -7 -1
right_child=4 -3 3 -5 7 8 -8 -9 -10 -11
leaf_value=-0.00097680368889901037 0.0063444268045500544 0.0030049346049580475 -0.00034662973588821678 -0.0059770936533330389 0.0020191961061629569 -0.0035872782485100647 -5.7895516579248027e-05 -0.0036343101955526561 0.0014600394297803348 0.0023643244838260032
leaf_weight=0.0010113147281812108 0.0015666460159077904 0.0010040753360733845 0.0018519712236900053 0.0016684137711953516 0.0011571474097354928 0.0010366395121764738 0.0012225786330664484 0.0013662402285526259 0.0016542376796093855 0.0010558497638966467
leaf_count=401 277 25 159 1091 92 216 111 136 111 502
internal_value=0 -0.000923675 -0.00162964 -0.00301507 0.000741726 0.00156297 0.00353815 -0.00104179 -0.0004844 0.000729751
internal_weight=0 0.00659162 0.00558755 0.00352038 0.00800349 0.0054801 0.00278922 0.00252339 0.00269088 0.00206716
internal_count=3121 2178 2153 1250 943 715 388 228 327 903
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=11
num_cat=0
split_feature=484 4 150 156 12 1 12 12 0 16
split_gain=5.65005e-05 6.77668e-05 6.72907e-05 7.32991e-05 0.000102249 0.0001202 0.000143945 0.000103714 0.000121962 6.66874e-05
threshold=-0.0068949999999999992 0.26790000000000008 0.089910000000000018 0.085790000000000019 -0.040564999999999997 0.12873500000000002 0.098810000000000023 0.090455000000000021 -0.11756999999999999 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -3
right_child=1 9 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0027228571974644532 -0.00252386632242616 0.00034013203621440944 -0.0026185423099534658 -0.0028478709735003226 0.0032634210244092011 0.0046435516598577311 -0.0032885885319128018 0.0039736707291986306 -0.0017452776302144489 0.0041602256085678741
leaf_weight=0.0010290343380561723 0.0013275081450879363 0.0016314206603838749 0.0014722799493083064 0.0010463303005350854 0.0011129043054459199 0.0011611582384887242 0.0012040771373472876 0.0014967562367479564 0.0019013249638413672 0.001108051421450075
leaf_count=503 177 113 195 235 93 38 281 449 792 245
internal_value=0 0.000198523 -0.000232427 0.000147358 0.000529379 0.00111883 0.000402697 0.00138798 0.000104018 0.00188527
internal_weight=0 0.0134618 0.0107223 0.00925006 0.00820373 0.00687622 0.00571506 0.00451099 0.00301423 0.00273947
internal_count=3121 2618 2260 2065 1830 1653 1615 1334 885 358
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=15
num_cat=0
split_feature=14 124 4 160 42 52 2 3 49 1 13 2 3 4
split_gain=0.000255479 0.000197341 0.000227943 0.000195181 0.000233212 0.000192915 0.000241384 0.000163072 0.000189753 0.000133567 0.000336059 0.000292458 0.000326369 0.000157996
threshold=0.076175000000000007 0.091025000000000009 -0.49405499999999997 -0.10151499999999998 -1.0000000180025095e-35 0.070205000000000017 0.10097500000000002 -0.10831999999999999 -0.007794999999999999 0.086105000000000015 -0.08459499999999999 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 -6 -9 -11 12 13 -12
right_child=-2 -3 3 4 5 6 -8 9 -10 10 11 -13 -14 -15
leaf_value=-0.00066473708053012065 -0.00083186733274595158 0.00080485530935358533 -0.00065547873516053231 -0.00048106780217266326 0.0010531727714530043 0.0010283913716162992 9.9435101325744472e-06 -0.00054438169291882554 0.00010800829835177035 0.00091966654549619593 -0.00073978027818545622 -0.00082098674070632657 0.00077420067975940172 0.00018985270324796448
leaf_weight=0.0015140573272767145 0.0011291272378405317 0.0010015162488951198 0.0011379962184558451 0.001877198012237573 0.0010139694372597319 0.0016883703386267592 0.0012984746126050162 0.0014553816609104422 0.0019744730614377178 0.0011529286201775362 0.0012088554965264987 0.0014395028212400157 0.001468954120362298 0.0011024724153451057
leaf_count=153 101 57 387 743 39 268 92 525 108 207 232 97 58 54
internal_value=0 3.72137e-05 -4.7228e-06 5.46936e-05 0.000106233 0.000186104 0.00058564 7.57769e-05 0.0004287 -5.89544e-05 5.1906e-05 -0.000139762 0.000119643 -0.000296358
internal_weight=0 0.0193342 0.0183326 0.0168186 0.0156806 0.0138034 0.00298684 0.0108165 0.00298844 0.0078281 0.00637271 0.00521978 0.00378028 0.00231133
internal_count=3121 3020 2963 2810 2423 1680 360 1320 147 1173 648 441 344 286
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=15
num_cat=0
split_feature=14 148 484 15 11 3 0 0 3 16 52 1 49 0
split_gain=0.000218797 0.000111084 0.000165996 0.000150328 0.000195994 0.000213703 0.000149221 0.000269528 0.00018524 0.000121161 0.000112279 0.000188547 9.24188e-05 5.17806e-05
threshold=0.076175000000000007 -0.043434999999999994 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.10607499999999999 -0.18113999999999997 -0.077774999999999983 -0.25582999999999995 0.095415000000000014 0.095025000000000012 -0.047584999999999995 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 13 7 12 -8 -9 11 -10 -7 -5
right_child=-2 2 3 4 -6 6 8 9 10 -11 -12 -13 -14 -15
leaf_value=0.00050608478012960497 -0.00078255504171328841 -0.00064278186045556773 0.00058339832267588693 0.00079813921775703756 -0.0007194749863082458 0.00011009812336455559 -0.00076197500987720379 0.00023794684432848557 -0.00082851898903385567 0.0010450571168677681 0.00027927047316641764 5.8772351859014634e-05 -0.00061602084737075538 0.00026324876190490369
leaf_weight=0.0013325511329020925 0.001015723865293471 0.0011129741601987866 0.0013519850285540558 0.0010976470792982669 0.0010565881708028977 0.0010245326406561617 0.0014272495247138473 0.0011723920606755422 0.0010920018511690905 0.0010078049250099846 0.0017751061819831909 0.0019331843934566884 0.0010184551815530796 0.0010149693613925592
leaf_count=148 101 464 226 49 118 38 1129 80 240 103 217 154 35 19
internal_value=0 3.24661e-05 -6.77082e-06 4.05086e-05 -1.33814e-05 4.60017e-05 -5.40948e-05 0.000193596 -0.000222065 0.000611037 -6.15362e-05 -0.000261513 -0.000251881 0.000541161
internal_weight=0 0.0174174 0.0160849 0.0149719 0.0136199 0.0125633 0.0104507 0.00422318 0.00622754 0.0021802 0.00480029 0.00302519 0.00204299 0.00211262
internal_count=3121 3020 2872 2408 2182 2064 1996 256 1740 183 611 394 73 68
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=17
num_cat=0
split_feature=14 124 123 484 133 12 3 41 15 0 457 160 160 52 1 15
split_gain=0.000391222 0.000276069 0.000285793 0.000345155 0.000350551 0.000284133 0.000336639 0.000333801 0.000285511 0.000269268 0.000200056 0.000209293 0.000214212 0.00015152 0.000112216 9.2778e-05
threshold=0.076175000000000007 0.093335000000000015 1.0000000180025095e-35 -0.0068949999999999992 0.099660000000000012 -0.015429999999999998 -0.12018999999999998 0.07831500000000001 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.080409999999999995 0.08443500000000001 0.077655000000000016 0.104035 -0.089964999999999976
decision_type=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 -7 10 -8 -12 13 14 -13 -16
right_child=-2 -3 -4 4 -6 6 9 -9 -10 -11 11 12 -14 -15 15 -17
leaf_value=-0.00082965553152591627 -0.00087384700749023421 0.00082504423332070318 0.00062335225739144472 -0.00066553827623758947 -0.00085626114592351045 0.0014386630343780852 -0.00053509533840720457 -0.00015144821445400392 0.00040331065214374736 -0.00055416908478331576 -0.00040175453141529349 -2.9162241557769497e-05 -0.00022639284084600658 0.00096579954416022853 0.00019462484827875227 0.00084332211591161535
leaf_weight=0.0012992404154499168 0.001199434882597771 0.0010045346499996657 0.0015816434953003456 0.0011960356020135942 0.0010726145302441909 0.0010574077322296205 0.0010626242455578656 0.0012578496228661251 0.0015999846011478481 0.0018967212491583013 0.0012166898911167585 0.0014222391815887185 0.0014099474648888999 0.0010904629825200587 0.0010114162540091343 0.0011003580969488613
leaf_count=465 101 54 230 126 364 60 120 53 103 181 301 378 108 378 36 63
internal_value=0 3.48701e-05 -6.31005e-06 -6.2596e-05 -1.80713e-06 5.80098e-05 0.000119273 0.000504706 0.00081529 -2.85223e-05 9.14003e-05 0.000183211 0.000301155 0.000461997 0.000306543 0.000532634
internal_weight=0 0.0202798 0.0192752 0.0176936 0.0163944 0.0153217 0.0141257 0.00391524 0.00265739 0.0102105 0.00831374 0.00725111 0.00603442 0.00462448 0.00353401 0.00211177
internal_count=3121 3020 2966 2736 2271 1907 1781 216 163 1565 1384 1264 963 855 477 99
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=13
num_cat=0
split_feature=52 376 157 160 12 1 4 1 16 15 15 16
split_gain=5.64487e-05 0.000119259 6.88537e-05 9.77682e-05 0.000178121 0.000104596 0.000100023 9.81784e-05 0.000208717 8.96944e-05 5.83049e-05 4.6183e-05
threshold=-0.28430999999999995 0.048375000000000008 -0.08107499999999998 -1.0000000180025095e-35 -0.015429999999999998 0.094465000000000007 -0.0029599999999999995 0.10612500000000001 -0.52595999999999987 -0.042209999999999991 -0.07490999999999999 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 11 -7 -9 -4 -10 -6
right_child=1 -3 3 4 5 7 -8 8 10 -11 -12 -13
leaf_value=-0.0027738715949236869 0.0030161289186588867 0.0039839133185096444 -0.0057014342114664511 -0.0049669916890384578 0.0028434193302947566 0.005512751734613788 -0.0034835356558888531 -0.0032565002843367051 0.0054857697125951328 -0.00030620269541736041 0.0012828188522919022 -0.00069682585814604433
leaf_weight=0.0011128908925951428 0.0010146960294574051 0.001239553016112894 0.0010029961529616762 0.0010062915241786782 0.0010129291846993592 0.0010296424826919393 0.0014321957084664663 0.0011973231337751855 0.0010756270350425479 0.001001335935021979 0.00107132561390616 0.001467082862359186
leaf_count=344 239 163 364 176 607 101 241 54 94 346 65 327
internal_value=0 0.000213724 -0.00016587 -0.000451683 9.92824e-05 0.000714546 -0.000800373 0.00206955 0.00100945 -0.00300605 0.0033885 0.000749142
internal_weight=0 0.013551 0.0123114 0.0112967 0.00929242 0.00828613 0.00391221 0.00437392 0.00334428 0.00200433 0.00214695 0.00248001
internal_count=3121 2777 2614 2375 1665 1489 1175 314 213 710 159 934
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=16
num_cat=0
split_feature=14 124 133 132 42 40 484 48 0 160 160 3 4 16 13
split_gain=0.00025113 0.000176976 0.00024674 0.000173416 0.000307829 0.000272678 0.000257707 0.000163694 0.000168553 0.000250981 0.00015233 0.000115765 0.000195712 0.000106129 0.000169214
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.081240000000000021 -0.088934999999999986 -0.026419999999999996 -0.0068949999999999992 0.11951500000000001 -0.23091999999999999 0.086870000000000017 -0.079874999999999988 -0.074084999999999998 -0.00059999999999999995 0.023255000000000001 -0.084034999999999985
decision_type=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 -8 10 -10 13 -13 14 -12
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.0008469907163745486 -0.00076365247815846234 0.00066799487895305909 -0.0007322414832380415 0.0006886633828969592 0.00077419178916539669 -0.0007849278424947371 0.00067532738464938058 -0.00054910307252792269 -0.00030531885920906209 -0.00066469913399226296 0.00063930602417228773 0.00043120615420986125 -0.00043727727925178811 0.00080342950534243666 -0.00021737308976783545
leaf_weight=0.0010194451635260745 0.0010683416774751589 0.0010875855370916085 0.0011162718211219285 0.0010292788348506962 0.0012861974274376254 0.0010045330393895777 0.0012668116092982027 0.0010220308627504346 0.0015390332894652959 0.0011179095774680467 0.001274631159573718 0.0013628511059354392 0.0013231434362484078 0.0013414213941733448 0.0011214154506963264
leaf_count=242 101 71 455 194 200 340 56 50 330 124 203 140 141 180 294
internal_value=0 3.91372e-05 -1.51284e-06 5.04133e-05 5.66101e-06 6.92945e-05 -3.97635e-06 6.50248e-05 0.000125684 4.90034e-05 0.000149205 0.000258107 3.38393e-06 0.000441168 0.000238357
internal_weight=0 0.0179126 0.016825 0.0157087 0.0146794 0.01366 0.0123738 0.0113692 0.0103472 0.00908041 0.0079625 0.00642346 0.00268599 0.00373747 0.00239605
internal_count=3121 3020 2949 2494 2300 2058 1858 1518 1468 1412 1288 958 281 677 497
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=17
num_cat=0
split_feature=2 14 52 157 14 48 2 0 0 0 12 0 1 47 16 3
split_gain=0.000272464 0.000323282 0.00020763 0.000215399 0.000287616 0.000336508 0.000448714 0.000227625 0.00024742 0.000351356 0.000296398 0.000197874 0.000185285 0.000332992 9.70659e-05 9.08131e-05
threshold=0.14753000000000002 0.076175000000000007 -0.40306999999999998 -0.073574999999999988 -0.10708499999999999 0.12879500000000002 0.11018500000000002 0.15398500000000004 -0.059114999999999994 -0.10151999999999999 0.051320000000000005 -0.17169499999999996 0.094385000000000011 0.09585500000000001 -0.095564999999999983 -0.10217499999999997
decision_type=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 9 12 -10 -8 14 -14 -6 -12
right_child=-2 -3 3 4 5 -7 11 -9 10 -11 15 -13 13 -15 -16 -17
leaf_value=-0.00071556520526503775 0.00082141318410027583 -0.00092902128053536635 0.00058425985506381885 -0.00077941598467353682 0.00014764746517120268 -0.00088487566459278101 0.0013199268053729651 -0.00067874644864624085 0.0011899423603729164 -0.00078918705363606294 0.00044308263683695716 0.00037709371170949896 0.0011056594688015104 -0.00021941809143481049 -0.00054048757761120591 -0.00024248777627218786
leaf_weight=0.0010761988703088801 0.0010464699405030647 0.0011176617648398493 0.001834634477275116 0.0012879903782428712 0.0010726332938597316 0.0010102683727351092 0.0010007474956527096 0.0013497056801299321 0.0010003512138078482 0.0016891204639446055 0.0010466568103382201 0.0016533932956566315 0.001096981213010606 0.0010297023964938035 0.001235152845560139 0.0011203682738596399
leaf_count=309 142 97 304 76 100 50 48 43 83 1435 41 199 80 31 59 24
internal_value=0 -5.49866e-05 -2.19372e-06 4.18585e-05 -2.19588e-05 4.62406e-05 0.000116996 -3.65541e-05 5.67376e-05 -0.000139672 0.000436462 0.00073259 0.000107733 0.00046408 -0.00022065 8.86376e-05
internal_weight=0 0.0196216 0.0185039 0.0174277 0.0155931 0.0143051 0.0132948 0.0106407 0.00929097 0.00612359 0.00316738 0.00265414 0.00443447 0.00212668 0.00230779 0.00216703
internal_count=3121 2979 2882 2573 2269 2193 2143 1896 1853 1705 148 247 270 111 159 65
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=12
num_cat=0
split_feature=2 50 159 42 16 49 2 12 42 3 52
split_gain=5.32033e-05 0.000110724 7.15975e-05 7.49134e-05 9.68545e-05 0.000141941 0.000125749 0.000208428 9.72748e-05 9.55002e-05 5.70756e-05
threshold=0.14122000000000004 0.083090000000000011 0.091530000000000014 -1.0000000180025095e-35 -0.008904999999999998 -0.043469999999999995 0.11263500000000001 0.084100000000000022 0.086665000000000006 -0.0069549999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 7 -7 10 -5 -6
right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11 -12
leaf_value=-0.0014108875841986033 0.0021133758606291667 -0.0031626596228353757 -0.002279522388777766 0.0040209470512113672 0.0016954951500402294 0.0022486034067626419 -0.0040747650910297993 -0.0030673593598196016 -0.00023704124059447185 9.5346333205999879e-05 0.0048234408401716762
leaf_weight=0.0019657554407640004 0.0010250943255267478 0.0010644616485861154 0.001094153258192049 0.0010270405078933176 0.0011407418757138268 0.0015351398144368214 0.001040431151344794 0.0012496935622780276 0.0011984851578020986 0.0013263485329965147 0.0010430962162111257
leaf_count=626 178 556 290 115 279 185 88 382 297 90 35
internal_value=0 -0.000169342 8.31182e-05 0.000307387 0.000660668 -5.90279e-05 -0.00120798 -0.000136934 0.00197537 0.00180851 0.00318954
internal_weight=0 0.0136853 0.0126209 0.0115267 0.00956098 0.00617865 0.00382526 0.00278483 0.00338232 0.00235339 0.00218384
internal_count=3121 2943 2387 2097 1471 860 655 567 611 205 314
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=11
num_cat=0
split_feature=1 0 52 4 52 16 15 51 48 16
split_gain=6.10142e-05 0.000103222 8.75852e-05 0.000142285 0.000185705 6.5905e-05 0.000153504 0.00012358 9.58744e-05 0.000130731
threshold=0.094385000000000011 0.18019500000000002 -0.088204999999999992 -0.0016099999999999997 0.084960000000000022 -0.056919999999999991 -0.016799999999999995 0.092790000000000011 0.081805000000000017 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 9 -2
right_child=5 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0045673041463454673 -0.0013684651196252699 0.0026662503782902973 0.0033192740611883132 -0.0038199120169152092 -0.0026769066091419636 -0.0026667915913899712 0.0028819409682642621 0.0051948604587511273 -0.0021742494443596824 0.0041582274290648475
leaf_weight=0.0010856611716997177 0.001047887237667577 0.0010126106325518691 0.0017222777013361111 0.0014811552940379958 0.0013154960494368012 0.001997067393782373 0.0011257767871226685 0.0010618649400671309 0.0012463448240462483 0.0015066291691443736
leaf_count=427 65 25 662 417 647 241 211 107 91 228
internal_value=0 -0.000864611 -0.00150255 -0.00076625 0.000722651 0.000695748 -0.000666489 0.00157058 0.000558043 0.00189112
internal_weight=0 0.0066172 0.00560459 0.00451893 0.00303777 0.00798557 0.00312284 0.00486273 0.00380086 0.00255452
internal_count=3121 2178 2153 1726 1309 943 452 491 384 293
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=13
num_cat=0
split_feature=4 2 2 0 4 16 3 0 1 3 3 15
split_gain=6.28559e-05 0.000110956 8.92228e-05 0.000228645 0.000157738 0.000116042 6.17644e-05 0.000128727 0.000154505 6.19569e-05 4.21471e-05 2.65833e-07
threshold=0.0061450000000000003 0.10981000000000002 0.10097500000000002 -0.060129999999999996 -0.35136499999999998 -0.083539999999999989 0.11296500000000002 -0.17169499999999996 0.11230000000000001 -0.074479999999999977 -0.075634999999999994 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -2 10 -10 -9 -8
right_child=6 -3 -4 4 -6 -7 11 8 9 -11 -12 -13
leaf_value=-0.00068104419929341283 0.0046947389056654753 0.0017250613089582658 -0.0044274038870729228 -0.0011813543720579263 0.0048427264688764762 -0.005635714383406645 -0.001084102628844432 -0.00019905129087276603 0.0008168250488941618 0.0043870203762285467 -0.0032459113112002819 -0.00083342086068694053
leaf_weight=0.0010842294150041039 0.0010534260660467198 0.0016330631743765589 0.0010114319130766977 0.0010464432377277344 0.0010136492375688749 0.0011579913015286303 0.0010017636390660389 0.0011448646480562191 0.0012895038559586069 0.0010403225278549535 0.0010142518829231546 0.0010026375958722689
leaf_count=489 77 248 157 106 74 1160 105 236 83 135 197 54
internal_value=0 -0.000756145 -0.00151869 -0.000834879 0.00178274 -0.00323988 0.000678579 0.00127071 0.000467183 0.002411 -0.00163032 -0.000958707
internal_weight=0 0.00694681 0.00531375 0.00430231 0.00206009 0.00224222 0.00754677 0.00554237 0.00448894 0.00232983 0.00215912 0.0020044
internal_count=3121 2234 1986 1829 180 1649 887 728 651 218 433 159
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=17
num_cat=0
split_feature=14 52 157 124 123 133 160 42 48 2 15 42 4 3 16 160
split_gain=0.000330255 0.000143002 0.000251984 0.000203983 0.000209578 0.000262144 0.000293685 0.000246605 0.000201556 0.000233044 0.000188478 0.000136583 0.000347168 0.000117413 0.000171074 2.90698e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 0.0049200000000000008 1.0000000180025095e-35 0.099660000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12230500000000001 0.098035000000000011 0.035560000000000008 0.075730000000000006 0.0061450000000000003 -0.091054999999999983 -0.15241499999999997 -0.095794999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 15 -8 9 10 11 12 -9 -11 -15 -4
right_child=-2 2 3 -5 -6 -7 7 8 -10 13 -12 -13 -14 14 -16 -17
leaf_value=-0.00054929005465537302 -0.00086867933816602223 0.00064765004080856892 -0.00041429875860229406 0.00071957421456563799 0.00058269838652110189 -0.00090647608140702861 -0.00066443777078065624 -0.00053256892286456122 -0.0005351869787318962 0.00098791267810040316 0.00058108386215242349 -0.00058745323183323505 0.00064406943057096868 -0.0001278477335870488 0.00082432003085135036 -0.00080963395390961984
leaf_weight=0.0010441871392847897 0.0011396931440329485 0.0018556987278061056 0.0010004581693818203 0.0010177311234861727 0.0013274589814781515 0.0010054734337074092 0.0010948220989453845 0.0013366508943821777 0.0010095954666464744 0.0012190712110253799 0.0012540189518418024 0.0012893411308209923 0.0013636569351837546 0.001025319120341095 0.0010066203409513363 0.0010022992877757484
leaf_count=314 101 310 298 64 197 389 488 64 40 46 236 141 51 69 97 216
internal_value=0 4.08256e-05 7.54271e-05 8.86243e-06 -3.9569e-05 -0.000100274 -3.59491e-05 7.29268e-05 0.000157866 0.000240235 2.6259e-05 -0.000148132 6.16341e-05 0.000585365 0.000343855 -0.000612148
internal_weight=0 0.0188524 0.0178082 0.0159525 0.0149348 0.0136073 0.0126019 0.0105991 0.00950427 0.00849468 0.00524367 0.00398965 0.00270031 0.00325101 0.00203194 0.00200276
internal_count=3121 3020 2706 2396 2332 2135 1746 1232 744 704 492 256 115 212 166 514
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=11
num_cat=0
split_feature=4 0 16 13 1 4 4 16 3 3
split_gain=5.56883e-05 6.69904e-05 0.00012648 8.56548e-05 9.15673e-05 0.000125419 9.78887e-05 0.000146092 0.00012968 4.56822e-05
threshold=0.27834500000000006 0.18019500000000002 0.26676500000000009 -0.39067499999999994 1.0000000180025095e-35 -0.097604999999999983 0.0061450000000000003 -0.094359999999999986 0.048265000000000009 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6 -2
right_child=9 -3 -4 4 6 -7 7 -9 -10 -11
leaf_value=0.0031817507764944426 -5.5273387350406008e-06 0.0027392786879572133 -0.0040267090082414065 0.00025650575421727481 0.0011431484685687692 -0.0060007983515420202 -0.00077879598470593852 0.0050189761932849502 -0.0042044107122320264 0.0032101422898300649
leaf_weight=0.0011192312985576257 0.0014592655740861549 0.001006025157288982 0.0015843192953553008 0.0010388551273841124 0.001558232468939838 0.0010447595936522408 0.0015143478895205814 0.0013252564330855365 0.0013999793529260174 0.0014150261401440585
leaf_count=80 83 30 349 63 612 1365 105 85 92 257
internal_value=0 -0.000405344 -0.000704218 -0.000119384 -0.000588174 -0.00288101 0.000235824 0.00192705 -0.00138759 0.00157756
internal_weight=0 0.011591 0.010585 0.00900066 0.00788143 0.00208361 0.00579782 0.0028396 0.00295821 0.00287429
internal_count=3121 2781 2751 2402 2322 1428 894 190 704 340
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 3 160 160 16 15 16 3 1 0
split_gain=0.000243253 0.000156596 0.000235178 0.000245795 0.000260081 0.000208277 0.000279891 0.000161846 0.000196894 0.000180048 0.000286708 0.000161884 0.000160952 0.00024816 0.000147859
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 -0.098904999999999979 0.086870000000000017 0.22339500000000004 -0.11713499999999999 -0.36241499999999999 0.076840000000000006 0.095285000000000022 -0.070154999999999981
decision_type=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 -9 -12 13 14 -13
right_child=-2 -3 -4 -5 5 6 7 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0007837507377459398 -0.00071763974454866844 0.00062013792135741451 0.00063460556581171822 -0.00080289739306426463 -0.00061770790714475504 0.00087214215876554684 -0.00058279058272681496 -0.00025796887929255106 -0.00038175646241017566 -0.00035649446318106935 -0.00011747555845190292 -0.00034985735691928137 0.0010260367153467735 0.00096880504153500199 0.0004892076464441292
leaf_weight=0.0010345526501641883 0.0011862874451955543 0.0011074480734737232 0.0013793075940411346 0.0010684728739101248 0.0011099980051534801 0.0011330172304453408 0.0010028631669181014 0.0019164019215541879 0.0018819888215189382 0.0013349702513541896 0.0010415871022208005 0.0011047905516042575 0.00146928955579817 0.001221955561019894 0.0010693549493079333
leaf_count=397 101 71 220 432 119 108 289 127 140 178 71 683 61 47 77
internal_value=0 3.32864e-05 -3.28984e-06 -5.69747e-05 -4.95391e-06 5.14435e-05 0.000107815 3.59071e-05 9.21073e-05 0.000189484 0.000282648 0.000458041 0.000581248 0.000388815 6.28373e-05
internal_weight=0 0.018876 0.0177686 0.0163892 0.0153208 0.0142862 0.0131762 0.0120432 0.0110403 0.00915835 0.00782338 0.00590698 0.00486539 0.0033961 0.00217415
internal_count=3121 3020 2949 2729 2297 1900 1781 1673 1384 1244 1066 939 868 807 760
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=15
num_cat=0
split_feature=14 2 11 160 157 52 0 0 13 3 1 2 4 3
split_gain=0.000211752 0.000114334 0.000157722 0.00015704 0.000175304 0.000209087 0.00019892 0.000234635 0.000225034 0.000411948 0.00023148 0.000190065 0.00022657 0.000151355
threshold=0.076175000000000007 -0.0091949999999999983 0.081005000000000008 -0.22361499999999998 -0.08107499999999998 0.10744000000000002 0.15398500000000004 0.056435000000000006 -0.084034999999999985 0.11296500000000002 0.090475000000000014 0.090675000000000019 0.0067750000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 10 11 -6 12 -10 -14
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.00052184139961593821 -0.00078025704590958757 -0.0006392520236726129 -0.00066925502591573354 0.00079018535358406328 -0.00016643827155518766 0.00062314108465516386 -0.00078818144442976783 0.00085979506131868744 -0.00081714341954827404 -0.001121987668849926 0.00090009239096487572 0.000460808512299107 -0.00037185599133598567 0.00053500351583398841
leaf_weight=0.0015004254722694619 0.0010868074349666959 0.0010256969570656858 0.0010812964630479973 0.0010977694973386522 0.0012856848705789436 0.0017440772058470314 0.00108428200439148 0.0010037997848972866 0.0014276763104010947 0.0013681278210535552 0.001389406917285692 0.0018566873979131062 0.001178186408593393 0.0012389978082367747
leaf_count=173 101 299 128 245 373 219 29 42 678 64 153 510 85 22
internal_value=0 4.27543e-05 -8.01362e-08 4.60064e-05 9.39029e-05 3.76047e-05 -4.86992e-05 2.58975e-05 -6.00016e-05 -0.000229333 0.000387503 -1.51339e-05 -0.000244967 9.29811e-05
internal_weight=0 0.0182821 0.0167817 0.0157004 0.0146747 0.0135769 0.0118328 0.0107486 0.00974477 0.00706968 0.00267509 0.00570155 0.00384486 0.00241718
internal_count=3121 3020 2847 2719 2420 2175 1956 1927 1885 1359 526 1295 785 107
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=11
num_cat=0
split_feature=484 4 47 42 43 16 16 2 16 49
split_gain=5.44302e-05 7.32449e-05 7.26545e-05 0.00012287 0.000202013 0.000257846 0.000244471 0.000132554 5.96801e-05 4.43973e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.11312500000000002 -1.0000000180025095e-35 -0.083879999999999996 0.22339500000000004 -0.014034999999999997 0.092755000000000018 -0.51370499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -3 -6
right_child=1 8 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0024570020816063105 -0.0038287913873932071 0.00050403652124357155 0.0019439445676265406 0.0030366403089225002 0.0019700663582416615 -0.0060817700670617184 0.0037683572604042368 -0.0037788394321193229 0.0038398891837258253 -0.0012129503221228331
leaf_weight=0.001002853064770875 0.0012093002433731315 0.0016635654810235275 0.0015617057603420853 0.0018611440124535359 0.0010012107245412939 0.001010570842147257 0.0014245228525844138 0.0016980796397142329 0.0010278048248690956 0.0010779721284702266
leaf_count=503 734 112 94 300 65 228 234 196 234 421
internal_value=0 0.000170857 -0.000227992 -0.000593391 -0.000108772 -0.0010511 -7.37697e-05 -0.00152276 0.00177796 0.000319801
internal_weight=0 0.0135359 0.0108445 0.0092828 0.0080735 0.00621236 0.00520179 0.00377726 0.00269137 0.00207918
internal_count=3121 2618 2272 2178 1444 1144 916 682 346 486
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=15
num_cat=0
split_feature=14 124 123 4 47 131 51 0 0 2 43 16 4 16
split_gain=0.000209805 0.000151526 0.000259721 0.000227908 0.000184376 0.000210283 0.000223674 0.000164173 0.000297412 0.000224952 0.000223313 0.000160219 0.000191364 0.000137246
threshold=0.076175000000000007 0.0049200000000000008 0.083430000000000018 -0.49405499999999997 0.11893500000000001 0.084390000000000007 0.08955500000000001 -0.10607499999999999 -0.084044999999999995 0.083215000000000011 0.084740000000000024 -0.5048999999999999 0.022185000000000003 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 -5 13 -11 -13 -10
right_child=-2 -3 -4 4 -6 -7 -8 8 10 11 -12 12 -14 -15
leaf_value=-0.00079503562325803029 -0.0007270723803675538 0.00066568359899263601 0.00075173326842468806 0.0011378161540109206 -0.00062042222738104284 -0.00060567317422858657 -0.0003946205701424184 -0.00075257017372973919 0.00086636013759893099 0.00072076353108393683 -0.00033774791017246062 0.00046971978167971429 -0.00052490176454518989 0.00012773798302083075
leaf_weight=0.0010916600536103839 0.0010604451242258164 0.0010193620439579295 0.0011955942436219858 0.0010591862496234236 0.0012299539211375618 0.0012121779384447343 0.0019250673180815124 0.0010848383871718166 0.0014113827774808107 0.0013016120744692161 0.0013140037983937619 0.0010957028167547511 0.00107157732520613 0.0014068173464549701
leaf_count=139 101 71 207 37 93 400 266 673 598 74 113 73 75 201
internal_value=0 3.96265e-05 7.12134e-07 -5.83459e-05 -1.35914e-06 5.77464e-05 0.000126656 0.000229629 2.72665e-05 0.000462782 0.000231999 0.000256668 -2.20551e-05 0.000497647
internal_weight=0 0.0174189 0.0163996 0.015204 0.0141123 0.0128824 0.0116702 0.00974512 0.00521704 0.00452808 0.0041322 0.00346889 0.00216728 0.0028182
internal_count=3121 3020 2949 2742 2603 2510 2110 1844 1585 259 912 222 148 799
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=11
num_cat=0
split_feature=124 41 484 160 52 4 13 151 1 1
split_gain=6.06702e-05 7.28737e-05 7.05826e-05 0.000123257 0.000173413 0.0002595 0.000102447 0.000128159 8.18126e-05 9.84476e-05
threshold=-0.043384999999999993 0.07831500000000001 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.27825499999999997 -0.117405 -0.0083949999999999979 0.095285000000000022 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11
leaf_value=0.0024755112261458387 -0.003534429061924073 -0.0032639759263058338 0.0026258871988666132 -0.0060962541873365176 0.0043060945115293544 0.0037494685339349134 -0.0033718705811373491 -0.0015244292954591666 0.0049373554306156933 0.00032680600327743926
leaf_weight=0.0012903632516462612 0.0014783557807997285 0.001067866990658862 0.0013269145872856014 0.0010267210217422855 0.001281275809150024 0.00109448913983196 0.0014393166962339927 0.0015125415271677956 0.0010183707846015411 0.0019479162065861935
leaf_count=259 573 140 332 127 162 98 196 1033 88 113
internal_value=0 -0.000254568 1.0455e-05 -0.000310914 0.000200372 -0.00045398 0.000372107 -0.000252495 0.000749948 0.00190968
internal_weight=0 0.0131938 0.0121259 0.010799 0.00932063 0.00803936 0.00701263 0.00591815 0.00447883 0.00296629
internal_count=3121 2862 2722 2390 1817 1655 1528 1430 1234 201
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=11
num_cat=0
split_feature=13 3 2 49 48 150 3 4 0 0
split_gain=5.08465e-05 0.000110597 0.000148128 0.000134895 0.000103344 0.000156274 0.000157751 7.11389e-05 0.000111603 0.000147644
threshold=-0.23438999999999996 0.12178000000000001 0.11548000000000001 0.0043850000000000009 -0.032929999999999994 0.088380000000000014 -0.14477499999999996 -0.10429499999999998 -0.059114999999999994 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=0.0014871752946845657 0.0021050605364256276 -0.003156503791894446 0.0030272862007664596 0.0029432888449354815 -0.0039005610553783914 -0.0044534766539886346 -0.0020366621882964972 0.0014501625712159271 0.0032432495574667348 -0.0029956804363755179
leaf_weight=0.0019143607153757078 0.0010670499005348598 0.0011460311793416453 0.0014260754405747951 0.0010647124029338354 0.0011422823067659986 0.0011902244270336759 0.0011578636120254445 0.0018558469601952263 0.0012162342622750242 0.0011921841685174272
leaf_count=169 122 64 310 502 176 125 115 129 84 1325
internal_value=0 -0.000238414 5.72087e-05 -0.000371214 -0.00077125 -0.00116703 -0.000571154 0.000130253 0.00071863 -0.000288751
internal_weight=0 0.0124585 0.0113125 0.0098864 0.00882169 0.00775464 0.00656441 0.00542213 0.00426427 0.00304803
internal_count=3121 2952 2888 2578 2076 1954 1829 1653 1538 1454
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=11
num_cat=0
split_feature=47 47 42 43 16 160 0 3 1 457
split_gain=5.59975e-05 9.96318e-05 9.14771e-05 0.000137769 0.000261112 0.000101669 0.00011405 0.000131213 0.000178178 0.000126339
threshold=0.13148500000000005 0.10678000000000001 -1.0000000180025095e-35 -0.16318499999999997 0.22339500000000004 -0.082299999999999984 -0.14226499999999997 -0.13309499999999996 0.095025000000000012 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 9 -8 -9 -7
right_child=-2 -3 3 4 -6 6 7 8 -10 -11
leaf_value=-0.0029785961953653455 -0.0024315373049819495 0.0035879146537054003 0.0043121581675761899 -0.0025590208321970712 -0.005453558273691643 -0.0025371547159640496 -0.00069646091892940282 0.0012695043529089367 0.0069999293418060941 0.0024663611628422339
leaf_weight=0.0013067979279628135 0.0011691149858799469 0.0010677297191296906 0.0010126307625133472 0.0012307346864948027 0.0011036880255133963 0.0018773967736540652 0.0014239147992434246 0.0018132261094333892 0.0012047995558148459 0.0010495708295340522
leaf_count=825 65 141 80 468 287 146 72 715 259 63
internal_value=0 0.000206692 -9.35907e-05 0.000258232 -0.000164832 0.000513929 0.00102716 0.00219357 0.0035571 -0.000742962
internal_weight=0 0.0130905 0.0120228 0.010716 0.00970333 0.00859964 0.00736891 0.00444194 0.00301803 0.00292697
internal_count=3121 3056 2915 2090 2010 1723 1255 1046 974 209
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=11
num_cat=0
split_feature=124 50 484 4 1 3 3 12 2 12
split_gain=5.18065e-05 6.92454e-05 6.658e-05 6.01848e-05 0.000152377 6.68956e-05 7.99079e-05 0.000155753 0.000146658 4.28728e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 0.0052350000000000009 0.086560000000000012 -0.13927999999999999 0.048265000000000009 0.10345000000000001 0.10882500000000002 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -5 7 -7 -8 -2
right_child=1 -3 -4 5 -6 6 8 -9 -10 -11
leaf_value=0.0020544397142187917 -0.00095273404165100849 -0.0026986998353573034 0.0022692871017721515 0.002828286859047725 -0.003934727630315992 -0.0045264324367695263 0.0034386404621636686 0.0012057530986413296 -0.0016338542921976458 0.0016221120910274018
leaf_weight=0.0012634996801242178 0.0016140260066139275 0.0011581945450254367 0.0013456770455902581 0.001100540582884113 0.0015176737551134342 0.0010606321642814883 0.0014458810284364576 0.0010988688125861418 0.0011774580433360216 0.0013538772590581862
leaf_count=259 653 579 297 78 372 304 64 82 84 349
internal_value=0 -0.000209769 3.63048e-05 -0.00025349 -0.00118451 0.000456336 -8.94542e-05 -0.00160959 0.0011619 0.000221841
internal_weight=0 0.0128728 0.0117146 0.010369 0.00448558 0.00588338 0.00478284 0.0021595 0.00262334 0.0029679
internal_count=3121 2862 2283 1986 1374 612 534 386 148 1002
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=17
num_cat=0
split_feature=14 38 124 484 43 3 3 0 15 457 15 160 0 0 0 3
split_gain=0.000363867 0.000295662 0.000480792 0.000286194 0.000234065 0.000310179 0.000308105 0.000527005 0.000339895 0.000193205 0.000186039 0.000281236 0.000452905 0.000149568 0.000103806 7.72849e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.24789500000000006 0.13524500000000003 -0.12018999999999998 -0.053834999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11713499999999999 0.088020000000000015 -0.10607499999999999 -0.084044999999999995 -0.019414999999999998 -0.14847999999999997
decision_type=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 -8 -11 12 -12 -14 -9 -10
right_child=-2 -3 3 4 -6 -7 7 14 15 10 11 -13 13 -15 -16 -17
leaf_value=0.00094267108817768777 -0.0008327434406766094 -0.0007706101070446929 -0.00072341587207091173 0.00088137516191431214 -0.00064927161447623128 0.00069926183598987624 -0.00056245246243413738 -0.0011700995449419437 -0.00030184573121529266 -0.0003612437123506242 0.0010382546867569605 -0.00038008360163926345 -0.00037232633693524693 0.00042424057812262892 -0.0004722558120210327 0.00028631315776608796
leaf_weight=0.0014291738398378015 0.0012202104615907086 0.0010291578379481017 0.0011851747268922788 0.0018289426295927669 0.0010337108886975142 0.0018799194694410501 0.0010108100578460908 0.001009908693630629 0.0011381789369862005 0.0012985082949570036 0.0018905280947588126 0.0011635658505048177 0.0011666605143831853 0.0010897320125971251 0.0010283451242189042 0.0010060587378717357
leaf_count=223 101 62 466 91 162 128 120 114 100 123 81 88 455 688 89 30
internal_value=0 3.66668e-05 8.00305e-05 1.04953e-05 6.30683e-05 0.000110541 2.93487e-05 -0.000119736 0.000391746 6.70512e-05 0.00016333 0.000291598 0.000480062 1.23782e-05 -0.000818022 -2.58864e-05
internal_weight=0 0.0201884 0.0191592 0.01773 0.0165449 0.0155112 0.0136312 0.00965806 0.00397318 0.0076198 0.00660899 0.00531049 0.00414692 0.00225639 0.00203825 0.00214424
internal_count=3121 3020 2958 2735 2269 2107 1979 1758 221 1555 1435 1312 1224 1143 203 130
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 40 47 52 51 48 0 4 12 3
split_gain=0.000252122 0.000129353 0.000215483 0.000184367 0.000271262 0.000214966 0.000137029 0.000177896 0.000183879 0.000206167 0.000252847 0.000122519 0.000154699 0.000105879
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.081240000000000021 -0.088934999999999986 -0.026419999999999996 0.092530000000000015 -0.088204999999999992 0.08955500000000001 0.085875000000000021 -0.17169499999999996 -0.080924999999999983 0.090695000000000012 -0.066704999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 10 -9 -12 -13 -8
right_child=-2 -3 -4 -5 5 6 13 8 -10 -11 11 12 -14 -15
leaf_value=-0.0008199549204943651 -0.0008039397997084242 0.00062191460329481492 -0.00072244197278508978 0.00074274468447683365 0.00074276302155362804 -0.0004300495419448139 6.6125382288109442e-06 0.0011625009386918386 -0.00032223529717797275 -0.0003794052279626258 0.00060470584925476968 -0.00028628282125265817 0.00054533192368707054 -0.00074527576320432287
leaf_weight=0.0010303774841262875 0.001048308892605542 0.0010119017184221013 0.0010648330202057644 0.0010221490967850114 0.0012135112879445341 0.0015612080461876879 0.0010087968648139004 0.0010880971968525461 0.0015953232174102903 0.001019226783178194 0.0017521153393045604 0.0016259873413444967 0.0010191251530639392 0.0010926234366314133
leaf_count=242 101 71 455 194 200 369 143 65 167 77 273 450 225 89
internal_value=0 4.15437e-05 5.05179e-06 5.65977e-05 6.52449e-06 7.21522e-05 2.96675e-06 8.72088e-05 0.000186908 0.000311781 0.00044021 0.000261479 3.41268e-05 -0.000384328
internal_weight=0 0.0171053 0.0160934 0.0150285 0.0140064 0.012976 0.0117625 0.00966108 0.00809988 0.00650455 0.00548533 0.00439723 0.00264511 0.00210142
internal_count=3121 3020 2949 2494 2300 2058 1858 1626 1257 1090 1013 948 675 232
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=16
num_cat=0
split_feature=14 124 123 12 147 48 52 2 159 133 0 0 2 16 3
split_gain=0.000298169 0.00025768 0.000209148 0.000210858 0.000279603 0.000291549 0.000269673 0.000219407 0.000168687 0.000184834 0.00022575 0.000272775 0.000225362 0.000152139 0.000141372
threshold=0.076175000000000007 0.10093000000000002 1.0000000180025095e-35 -0.015429999999999998 0.089025000000000007 0.12649500000000002 0.11434500000000002 0.113445 0.091005000000000016 0.084415000000000018 -0.074479999999999977 -0.10607499999999999 0.084515000000000021 -0.094359999999999986 -0.116045
decision_type=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 10 11 12 -5 -14 -12
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 14 -13 13 -15 -16
leaf_value=-0.00074205931450058756 -0.00088332078254512098 0.00090690314802870553 0.00061306224818396822 0.0008503007512694824 0.00087649130041200177 -0.00089754566644123523 -0.00070609690755458695 0.00075728633292215656 -0.0006513204968853761 -0.00056052810727991696 0.0010177929575669446 -0.00072558381687979582 -0.00049305472943878014 0.00038190054288982843 0.00021305923666526647
leaf_weight=0.0012656816896417398 0.0011039060602215925 0.001001951706819367 0.0015333184407688187 0.0011434682328683738 0.0010231454406426374 0.0011717905935996207 0.0014101921961519022 0.0013600708227119286 0.0010419669805860387 0.0011472283924059551 0.0012693540572641382 0.0012732762393657272 0.0012997397479138639 0.0011229911787866143 0.001382612539921977
leaf_count=146 101 45 233 27 94 66 405 212 160 548 93 754 49 49 139
internal_value=0 4.82478e-05 -1.06948e-06 -6.02505e-05 -1.32909e-06 -6.72586e-05 1.08821e-05 0.000102459 1.04602e-05 9.02819e-05 0.000189946 -3.37947e-05 0.000213202 -8.7493e-05 0.000598242
internal_weight=0 0.0184468 0.0174448 0.0159115 0.0146458 0.0136227 0.0124509 0.0110407 0.00968064 0.00863867 0.00749144 0.00483948 0.0035662 0.00242273 0.00265197
internal_count=3121 3020 2975 2742 2596 2502 2436 2031 1819 1659 1111 879 125 98 232
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=11
num_cat=0
split_feature=41 474 48 3 52 3 0 13 1 3
split_gain=5.50979e-05 5.59489e-05 8.90234e-05 0.00012037 8.6005e-05 0.00022557 0.000223107 0.000174626 0.000142731 0.000143025
threshold=0.07831500000000001 0.084660000000000027 0.092475000000000016 0.10542000000000001 0.10744000000000002 -0.13309499999999996 -0.019414999999999998 -0.020934999999999999 0.089105000000000018 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -7 -9 -10
right_child=-2 -3 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.0045388254308972031 -0.0021280373173720181 0.0022820100075066994 0.0041342754878463768 -0.00035957675204641902 0.0015885887108621935 0.0012691059374695544 0.0032774429408311562 0.00057081751428805501 -0.0013622647782842176 -0.006309468635762823
leaf_weight=0.001350815562655208 0.0011007341234481874 0.0011135016408158902 0.0010705812131319723 0.001261987801298492 0.0016802235147678349 0.0019498059150820685 0.0014652811554218687 0.0010425425532719569 0.0011361969013684303 0.0011352923742796173
leaf_count=144 151 334 236 85 441 882 110 509 160 69
internal_value=0 0.000167533 -2.71685e-05 0.00170297 -0.000440652 -0.000862633 -0.000124668 -0.0010717 -0.00244892 -0.00383488
internal_weight=0 0.0132062 0.0120927 0.00233257 0.00976016 0.00807993 0.00672912 0.00526384 0.00331403 0.00227149
internal_count=3121 2970 2636 321 2315 1874 1730 1620 738 229
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=11
num_cat=0
split_feature=150 2 151 4 15 52 12 15 3 2
split_gain=5.74227e-05 0.000136944 0.000113713 0.000122346 0.0001075 7.47618e-05 0.000101936 0.000190273 0.000142586 9.65579e-05
threshold=0.081835000000000019 0.090675000000000019 -0.0096649999999999982 0.40473500000000007 -0.11033999999999998 0.11434500000000002 0.10345000000000001 -0.024814999999999997 -0.12711499999999995 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 -6 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11
leaf_value=-0.0037536765700208418 -0.0011745117532822921 0.0033232830798047698 -0.0039156137042666338 0.0031801233873538178 -0.0043479294629128135 -0.0024616720847313671 0.0036210852540198013 -0.0022208254860946485 0.0005745394270430937 0.0047737908034590259
leaf_weight=0.0011197405889244146 0.001542875455180154 0.001816489028125215 0.0010024364538099928 0.0012802158161301378 0.0010664038368404689 0.0012987046090308027 0.0010489975825250753 0.0012283335836156275 0.0016222025347335995 0.0011555765457152423
leaf_count=265 207 213 182 227 405 350 192 153 841 86
internal_value=0 0.00125755 -0.000403931 -1.73606e-05 -0.000503368 -4.23894e-05 0.000470871 -0.000180593 0.000928727 0.00232146
internal_weight=0 0.00335936 0.0108226 0.00970287 0.00842266 0.00742022 0.00612151 0.00507252 0.00400611 0.00277778
internal_count=3121 420 2701 2436 2209 2027 1677 1485 1080 927
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 124 0 0 4 1 43 13 2 4
split_gain=0.000259732 0.000125465 0.000184092 0.000156946 0.000364269 0.000150159 0.000201647 0.000195784 0.000261886 0.000202002 0.000114963 0.000184394 0.000128252 9.67193e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.088215000000000002 -0.12018999999999998 0.10613000000000002 0.0049200000000000008 -0.10151999999999999 -0.14794999999999997 0.056795000000000005 0.11103500000000001 -0.043144999999999996 -0.0039049999999999992 0.099185000000000009 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 13 11 -8 -12 -5
right_child=-2 -3 -4 5 -6 -7 10 8 -10 -11 12 -13 -14 -15
leaf_value=-8.5308016244833702e-05 -0.00083957300167223259 0.00047525839431981811 -0.00069725302669498325 -0.00024014610922711425 0.0011694516048022126 0.00057474259411137386 0.00025223630007833737 0.0010890867167263046 1.3500568144091746e-05 -0.00071822674356893741 -0.0010608772104292116 -0.00062797791006336933 -0.00026352669895414081 0.00044722118097443491
leaf_weight=0.0016735892442634155 0.0010018599371163775 0.0016533586780289591 0.0010190276257002742 0.0010576161810382789 0.0010573600621617274 0.0010088758780252846 0.001588548851421066 0.001065421729829652 0.0015656138079010729 0.0011817502174896466 0.0010357453088122477 0.0011484033325125324 0.001242957032364482 0.001251998950682065
leaf_count=103 101 167 97 48 56 68 858 92 129 52 820 260 211 59
internal_value=0 3.65049e-05 -9.12767e-06 3.8004e-05 0.000400506 -4.3496e-05 -9.94955e-05 0.000104313 0.000449053 -0.000155477 -0.000348276 -0.000117095 -0.000625949 0.000132463
internal_weight=0 0.0175503 0.0158969 0.0148779 0.00273095 0.0121469 0.0111381 0.0061224 0.00263104 0.00349137 0.00501565 0.00273695 0.0022787 0.00230962
internal_count=3121 3020 2853 2756 159 2597 2529 380 221 159 2149 1118 1031 107
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=15
num_cat=0
split_feature=52 376 1 12 48 1 42 159 43 42 16 42 0 3
split_gain=0.000215153 0.000253314 0.000200813 0.000163103 0.000195496 0.00026393 0.000248 0.000288043 0.000220991 0.000238059 0.000307356 0.00019211 0.000166037 0.000129922
threshold=-0.40306999999999998 0.088470000000000007 0.13686500000000004 0.11650500000000001 0.11951500000000001 0.11323000000000001 -1.0000000180025095e-35 0.091530000000000014 -0.084004999999999982 0.075730000000000006 -0.29154999999999992 0.086665000000000006 -0.036484999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 11 10 -10 -8 13 -12
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 12 -13 -14 -15
leaf_value=-0.00080172532489883211 -0.000802360071204271 0.00083750117680864665 0.00064668169343768832 -0.00073651663956841114 -0.00077794192443044125 0.00066370514838012882 0.0011890498075934263 -0.00087664827760683601 0.00083356188620921454 -0.000585430016418262 -0.00022712881158579672 9.2559217577367153e-05 -0.00071348490348439972 0.00047376838130265976
leaf_weight=0.0010283748380024707 0.0012896797455213141 0.0011567960763439527 0.0013129437511373151 0.0010975812425000403 0.00101864489445501 0.0017939342795449892 0.0010053787977354223 0.0010188703427364667 0.0015404891884003291 0.0018051895508961122 0.0017721508493413474 0.0010104825791628913 0.0010270949362647403 0.0015758583288203454
leaf_count=324 707 62 138 105 59 186 178 162 59 829 97 104 48 63
internal_value=0 3.29567e-05 -2.09394e-05 -7.5877e-05 -2.70739e-05 2.81947e-05 -6.64542e-05 2.17873e-05 0.000115802 -2.09112e-05 0.000151356 0.000639416 -8.88508e-05 0.000102773
internal_weight=0 0.0184251 0.0172683 0.0159554 0.0148578 0.0138391 0.0120452 0.0107555 0.00973664 0.00772078 0.00591559 0.00201586 0.0043751 0.00334801
internal_count=3121 2797 2735 2597 2492 2433 2247 1540 1378 1096 267 282 208 160
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=12
num_cat=0
split_feature=43 3 48 2 52 474 0 13 16 160 16
split_gain=5.60968e-05 0.000116652 6.88335e-05 0.000195699 0.000117484 6.27505e-05 6.61697e-05 0.000168513 0.000104044 0.000125406 7.18364e-05
threshold=0.16180500000000003 0.16158000000000003 0.11951500000000001 0.11548000000000001 0.11125500000000001 0.084410000000000013 -0.084044999999999995 0.0076650000000000008 -0.15241499999999997 0.081905000000000019 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 -10 -9
right_child=-2 -3 -4 -5 -6 -7 7 10 9 -11 -12
leaf_value=0.00088443090694249285 -0.0026356112758001023 0.0039223308728055786 -0.0029293148332708405 0.0043827082978631733 -0.004090024659061265 0.0027210986286223442 0.0034754849711208344 -0.0033355475967021733 -0.0054843824526792928 -2.2151636688583513e-05 0.00076594643766031694
leaf_weight=0.0015531533856727002 0.00100990661982723 0.0010293425956852962 0.0010667528468712726 0.0012841363595665735 0.0010361955615486316 0.0010161273591698314 0.0016911307701263766 0.0011686117117339079 0.0012319168338831305 0.0010291184817419544 0.0011114969630607111
leaf_count=153 218 147 90 267 378 265 679 125 587 128 84
internal_value=0 0.000188601 -0.000126716 0.000142094 -0.000411439 2.16356e-05 -0.000330689 0.000712847 -0.00141719 -0.00299823 -0.00133617
internal_weight=0 0.013218 0.0121886 0.0111219 0.00983775 0.00880156 0.00778543 0.00397124 0.00381419 0.00226104 0.00228011
internal_count=3121 2903 2756 2666 2399 2021 1756 888 868 715 209
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=17
num_cat=0
split_feature=14 43 42 40 484 48 15 0 1 43 43 15 0 16 376 2
split_gain=0.000254455 0.000209197 0.000221993 0.000413198 0.000321883 0.000331499 0.000263558 0.000300548 0.000238403 0.000206955 0.000326904 0.000205492 0.000241621 0.000125983 0.000100164 3.99282e-05
threshold=0.076175000000000007 0.24789500000000006 -0.12995999999999999 -0.013874999999999998 -0.0068949999999999992 0.12737000000000001 -0.24436499999999997 -0.10151999999999999 0.08592000000000001 -0.072864999999999985 0.070450000000000013 -0.08730499999999998 -0.20211999999999997 0.22339500000000004 0.081970000000000015 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 -5 6 -6 8 -8 13 -11 12 -10 15 -4 -9
right_child=-2 -3 3 4 5 -7 7 9 11 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00066032748364063616 -0.00076893638729418914 -0.00070262261480049239 0.00047898889765675759 -0.00085669977718025997 0.0009140637610996835 -0.00081038865189562049 -0.00033273222305166495 0.00016519565265793467 -0.00017650333611248908 -0.00098667460441845376 9.8856035892692454e-05 0.0011264947322497316 0.00081072955197413398 0.00063712901428284396 0.0012415765674620651 -0.00030363510313393869
leaf_weight=0.0010927603137697193 0.001193261865232719 0.0010366165364171709 0.0010021189651131185 0.0010903447681653343 0.0012873988303149829 0.0010632343709234418 0.0010355424453565298 0.0010100102061351137 0.0014283709397631128 0.0016410322038652734 0.0015930312063401897 0.0013645703427707101 0.0014614369176335629 0.0010733311851448546 0.0010053569688390652 0.0011121140518810801
leaf_count=128 101 180 145 442 134 48 85 187 31 862 75 81 53 117 134 318
internal_value=0 4.3323e-05 8.56686e-05 0.000133152 3.67874e-05 0.000106027 0.000180939 0.000100404 0.000401772 -0.000147548 -0.000451965 0.000580555 0.000322761 0.000160548 0.000860898 -8.04984e-05
internal_weight=0 0.0192973 0.0182607 0.0171679 0.0151604 0.0140701 0.0130068 0.0117194 0.00528992 0.00642952 0.00323406 0.00425438 0.00288981 0.00319546 0.00200748 0.00212212
internal_count=3121 3020 2840 2712 2433 1991 1943 1809 250 1559 937 165 84 622 279 505
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=16
num_cat=0
split_feature=124 52 1 12 131 132 133 159 16 43 160 151 2 2 2
split_gain=0.000277979 0.00028697 0.000266768 0.000345792 0.000193104 0.000208283 0.00017982 0.000208226 0.0001748 0.00029568 0.000195293 0.000239365 0.000179463 0.000219506 2.44201e-05
threshold=0.093335000000000015 -0.28430999999999995 0.13686500000000004 0.12477500000000001 0.088845000000000021 0.079970000000000013 -0.038089999999999992 0.091530000000000014 0.19444000000000003 -0.090299999999999991 -1.0000000180025095e-35 -0.0083949999999999979 0.11263500000000001 0.090425000000000019 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -8 -11 -12 13 -13 -15
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 14 -16
leaf_value=-0.00079278730638448038 0.00078636748610195714 -0.00061303449014781571 0.00071875940455021247 -0.00088575373766258767 -0.00064254322521349009 0.00071672309884228099 -0.00060151851905404757 -0.00057867634793716213 0.00067065890909988747 -0.0002837752339307714 -0.00017865487620904747 0.00021982111918413552 -6.7603143366731799e-05 0.0011324453874621127 0.00079400352851105235
leaf_weight=0.0011644054693755899 0.0010021016367409282 0.0010471598818066726 0.0011526279689061661 0.0011058344750901608 0.0010183120180640151 0.0010513901420107228 0.0014315366159580014 0.0011332970373941808 0.0012143788734884928 0.0018991071532915536 0.001984060243727828 0.0017553896503176682 0.0011897710504504833 0.0010339872613658596 0.0010048564792766168
leaf_count=338 54 467 146 66 338 147 192 191 47 417 154 357 75 92 40
internal_value=0 -4.89147e-05 -8.52098e-07 -5.00216e-05 8.60727e-06 5.35769e-05 2.66056e-06 5.3642e-05 0.000115885 5.04681e-05 0.000155726 0.00027551 0.000456306 0.000620591 0.000965642
internal_weight=0 0.0191861 0.0180217 0.0168691 0.0157632 0.0147449 0.0136935 0.0126464 0.0115131 0.0102987 0.00886717 0.00696806 0.004984 0.00379423 0.00203884
internal_count=3121 3067 2729 2583 2517 2179 2032 1565 1374 1327 1135 718 564 489 132
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=12
num_cat=0
split_feature=52 16 1 2 43 14 15 47 4 48 0
split_gain=6.17992e-05 9.88455e-05 0.000109075 0.00011261 0.000104152 9.69013e-05 0.000111024 0.000161018 0.000201551 0.000234456 0.0001684
threshold=-0.28430999999999995 0.23311500000000004 0.077565000000000009 0.10060500000000001 -1.0000000180025095e-35 -0.10708499999999999 -0.15026499999999995 0.092710000000000015 -0.036839999999999991 0.086260000000000017 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 -8 10 -10
right_child=1 -3 5 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.0033210823563666046 -0.0038015539519233891 0.0037584731750065913 -0.0032988523438957579 -0.0064247962030815125 0.002606751539857836 0.0052467720412347364 -0.0032541945305222227 -0.0038933728008565516 0.0095131296349141563 -0.0014770665687026117 0.0018204321527275568
leaf_weight=0.0010782365687579598 0.0010441358288637561 0.0014751116676262757 0.0011193504076678212 0.0010128883583111021 0.001048088223265335 0.0011939452921218736 0.0012732333331242143 0.0013663406709499282 0.0013113388122195369 0.0013214209738437177 0.001062313975975171
leaf_count=344 926 139 120 223 264 184 393 141 118 130 139
internal_value=0 0.000254387 -0.000185406 -0.00249422 -0.000591348 0.000643592 0.00122975 0.000472632 0.00167333 0.00337124 0.00607031
internal_weight=0 0.0132282 0.0117531 0.00310511 0.00209222 0.00864794 0.00752859 0.00633465 0.00496831 0.00369507 0.00237365
internal_count=3121 2777 2638 1413 1190 1225 1105 921 780 387 257
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=10
num_cat=0
split_feature=12 43 4 2 15 2 52 16 0
split_gain=5.14919e-05 0.000147929 0.000132027 0.00020556 0.00017715 8.88507e-05 8.18996e-05 6.95798e-05 0.000104442
threshold=0.051320000000000005 -0.043144999999999996 0.181285 0.083995000000000014 -0.11713499999999999 0.090675000000000019 -0.07167999999999998 -0.36241499999999999 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 -3 -8 -9
right_child=2 6 4 5 -6 -7 7 8 -10
leaf_value=0.0032970940107253741 -0.0060219361540140093 -0.0024401238047130429 -0.0012992846340247784 0.0022837895583922236 0.0049314242506659587 -0.0018135890286930614 -0.0016585746084079539 0.0042239144930946151 -0.00025664311091172216
leaf_weight=0.0019678191510987255 0.0011558768658379449 0.0016395609865772487 0.0013623918918587719 0.001034803126255218 0.0010255195670083317 0.0019713574768886466 0.0012454191913168901 0.0011240177116822458 0.0016409090048830071
leaf_count=298 640 158 86 773 76 725 151 86 128
internal_value=0 0.00062333 -0.000745874 -0.0019636 0.00137657 -0.000403159 -0.000307921 0.000563793 0.00156483
internal_weight=0 0.00761773 0.00654995 0.00416204 0.00238791 0.00300616 0.00564991 0.00401035 0.00276493
internal_count=3121 821 2300 2138 162 1498 523 365 214
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=14
num_cat=0
split_feature=14 43 3 3 12 0 2 1 15 49 2 0 43
split_gain=0.000195141 0.000124836 0.000178638 0.000152168 0.000223385 0.000295934 0.000168333 0.000229906 0.000168328 0.00015639 0.000122549 0.000149258 0.000103154
threshold=0.062655000000000016 0.18116500000000002 0.16158000000000003 -0.12018999999999998 -0.069644999999999985 -0.053834999999999994 0.10613000000000002 0.077845000000000011 -0.11713499999999999 -0.069799999999999987 0.091055000000000011 -0.10151999999999999 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 7 -1 -6 -10 11 -11 -7
right_child=-2 -3 -4 4 5 12 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00056738252358896001 -0.00078072717784338167 -0.00054583149793750838 0.00073222697348189567 0.00059580586177841385 -0.00060822678432743309 -0.00039922037082060994 0.0008215263037622874 0.00050341279502020804 -0.00037667476557334091 0.00086112983945709214 -0.0001465509169825997 3.7039089925515197e-05 -0.0012145352645821332
leaf_weight=0.0011453575597020179 0.0010333243523318872 0.0011536164572661161 0.0012377209037276174 0.0013352811279019336 0.0013372782899110413 0.0010178979159300994 0.0014036530870495945 0.0015461349363299348 0.0016312059526973829 0.0016226391321403355 0.0014690814990635098 0.0012981457234878474 0.0010189172845946667
leaf_count=54 104 200 144 259 169 48 116 97 136 46 461 1108 179
internal_value=0 2.97508e-05 7.10873e-05 1.58918e-05 -9.74816e-05 -0.000196015 0.000312962 4.77387e-05 -2.68692e-05 0.00010225 0.000280211 0.000494862 -0.000807082
internal_weight=0 0.0172169 0.0160633 0.0148256 0.0107304 0.00939517 0.00409515 0.00269149 0.00735835 0.00602107 0.00438987 0.00292078 0.00203682
internal_count=3121 3017 2817 2673 2406 2147 267 151 1920 1751 1615 1154 227
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=12
num_cat=0
split_feature=15 42 47 39 3 457 4 0 16 4 12
split_gain=5.41467e-05 7.27071e-05 9.72111e-05 0.000109591 0.000122261 0.000107368 9.51745e-05 6.89772e-05 5.43169e-05 8.60302e-05 3.28588e-05
threshold=0.095175000000000023 0.10194000000000002 0.11069000000000002 0.088090000000000016 0.13524500000000003 0.080930000000000016 -0.17966999999999997 -0.08824499999999999 -0.070454999999999976 0.2623950000000001 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.0032597369751810787 -0.0021467373045151832 -0.0023847357499894388 0.002629472723934532 -0.0030330274139647975 0.0031392948547179274 0.0021867138772829462 -0.0040492299437736015 0.0024235065690853316 0.00067885844374281394 -9.3411072107008267e-07 -2.0632503639165865e-06
leaf_weight=0.0011277832702428821 0.0010646622756090062 0.0010032607959622073 0.0016131877024468519 0.0010241756993415859 0.001324189907576794 0.0016107498974408316 0.0010065400105532529 0.0011175452970575645 0.0011532581428654468 0.0010342885926386269 0.0010551641974024702
leaf_count=171 387 251 147 148 131 201 277 796 225 81 306
internal_value=0 0.000165139 0.000377139 2.95651e-05 0.000362205 -9.1496e-05 -0.000656525 -0.000109484 -0.00103121 -0.00199756 0.00124554
internal_weight=0 0.0130701 0.0120669 0.0104537 0.00942952 0.00810533 0.00649458 0.0053668 0.00319409 0.00204083 0.00217271
internal_count=3121 2734 2483 2336 2188 2057 1856 1685 583 358 1102
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=14
num_cat=0
split_feature=14 2 484 457 16 160 52 4 4 0 43 2 16
split_gain=0.00028053 0.000130034 0.000138034 0.000157821 0.000170111 0.000150153 0.00019654 0.000237634 0.00017733 0.000330263 0.000177396 0.000151073 0.000118816
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 -0.5048999999999999 -0.098904999999999979 0.10744000000000002 -0.46376499999999993 -0.0016099999999999997 -0.11437499999999999 -0.074359999999999996 0.092120000000000021 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 -9 -10 -11 -12
right_child=-2 2 3 4 5 6 -8 8 10 11 12 -13 -14
leaf_value=0.00042757605820415752 -0.00079392708310954381 -0.00054025141879202987 -0.000539808241608457 0.00056500881548827552 -0.00051550580246559861 -0.00067496981347983957 0.00059782317788620841 0.0010824340698008966 0.00026134723198066557 -0.00031126716051096324 -0.00077530806898278221 0.00038697672491193064 -0.00010875882596531656
leaf_weight=0.0018388879817188451 0.0010239685024421288 0.0010803606675604009 0.0010674759106299178 0.0015197149521100654 0.0011490044419692593 0.0011302682715164112 0.0014702195660508668 0.0010042377154618784 0.0016390544364710408 0.0014048089254596855 0.0010964521579329475 0.0015667085512056228 0.0015329945603190769
leaf_count=193 101 475 149 148 311 130 130 64 106 806 123 208 177
internal_value=0 3.8646e-05 -7.02068e-06 3.24885e-05 7.76963e-05 1.59494e-05 7.22573e-05 -1.01679e-05 8.09749e-05 0.000315922 -0.000137859 5.68763e-05 -0.000386703
internal_weight=0 0.0175002 0.0156613 0.0145809 0.0135135 0.0119937 0.0108447 0.00937452 0.00824426 0.00397576 0.0042685 0.00297152 0.00262945
internal_count=3121 3020 2827 2352 2203 2055 1744 1614 1484 1078 406 1014 300
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=13
num_cat=0
split_feature=14 147 11 3 52 52 16 4 2 3 1 1
split_gain=0.000314722 0.000149245 0.000196378 0.000152558 0.000148301 0.000181015 0.000176727 0.000248324 0.000152167 0.000211202 0.00019736 0.00011948
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.13927999999999999 0.15116000000000002 0.091275000000000009 0.064860000000000015 -0.016959999999999999 0.11215000000000001 0.090900000000000009 0.094385000000000011 0.13146500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 -9 -8
right_child=-2 -3 -4 4 -6 -7 11 8 -10 -11 -12 -13
leaf_value=0.00048459140867452443 -0.00092567824509973314 0.00062723535056943272 -0.00071979065590330562 0.00071553798430387054 -0.00054979919770350733 0.00055520884376667736 -0.00072073382467855937 -0.00068860021369793808 -0.00053740688182843084 0.00061749268620483197 0.00020848996337648516 3.1196656843857657e-05
leaf_weight=0.0019998339670754791 0.00104578477147138 0.001170323095014413 0.0010446527645573403 0.0014706997899830579 0.0013850279007144176 0.0017034755255986448 0.00159200800138431 0.0012464338886149307 0.0015025932090580573 0.0014783623430580928 0.0016746110167105508 0.0010040911774326922
leaf_count=135 101 118 98 731 345 305 377 499 168 55 146 43
internal_value=0 3.86755e-05 -4.10269e-06 4.55512e-05 -2.16914e-05 4.09736e-05 -4.68992e-05 8.79678e-05 -6.84143e-05 9.17676e-05 -0.000174306 -0.00042991
internal_weight=0 0.0172721 0.0161018 0.0150571 0.0130573 0.0116723 0.0099688 0.0073727 0.005902 0.00439941 0.00292104 0.0025961
internal_count=3121 3020 2902 2804 2669 2324 2019 1599 868 700 645 420
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=16
num_cat=0
split_feature=14 52 376 1 157 48 14 2 15 0 0 3 4 15 48
split_gain=0.000265768 0.000179902 0.000170668 0.000204801 0.000307546 0.000292855 0.000333788 0.000412475 0.000289465 0.000260824 0.000270903 0.000168965 0.000348334 0.000250347 0.000114746
threshold=0.076175000000000007 -0.40306999999999998 0.088470000000000007 1.0000000180025095e-35 -0.077234999999999984 0.12737000000000001 -0.10708499999999999 0.098035000000000011 -0.037864999999999989 -0.033209999999999996 -0.10151999999999999 0.10732000000000001 -0.070499999999999993 0.035560000000000008 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 6 -6 9 -9 10 14 12 13 -3 -8
right_child=-2 2 -4 4 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00061466265733364539 -0.00076556682689476302 -0.00052770934134518943 0.00068123348966631688 0.00085315817688528649 -0.00061714219790728398 -0.0007055127578444371 0.00030568788696777003 0.0012085517314731906 0.0001186649462303944 0.00072450355730772486 -0.00085741331964760907 0.00031569194592829673 -0.0012195863338026261 0.00049055925931664097 -0.00032542628898326616
leaf_weight=0.0010311903029722761 0.0011283499351435458 0.0015013849935283617 0.0011302960208509653 0.0014069369159628317 0.0012734645685166255 0.0011721099369683694 0.0020068646174623032 0.0016309778899839845 0.0010278571295911365 0.0010646744507702118 0.0010901888853891879 0.0010496237744774817 0.0010081628025299999 0.0010698560514207818 0.001185799515475594
leaf_count=314 101 50 62 132 91 53 75 185 65 89 477 17 768 603 39
internal_value=0 3.8355e-05 7.6576e-05 3.51249e-05 0.000147129 5.20905e-05 0.000147781 0.000269447 0.000787221 1.20059e-05 -0.000165114 -0.000251813 -0.000418228 -0.000104023 7.12834e-05
internal_weight=0 0.0186494 0.0176182 0.0164879 0.0118589 0.0104519 0.00927983 0.00800636 0.00265884 0.00534753 0.00428285 0.00462903 0.0035794 0.00257124 0.00319266
internal_count=3121 3020 2706 2644 1206 1074 1021 930 250 680 591 1438 1421 653 114
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=11
num_cat=0
split_feature=43 3 159 15 3 15 15 150 15 2
split_gain=5.24628e-05 0.000102584 7.32438e-05 9.14235e-05 7.54048e-05 0.000121216 0.000107679 0.000156848 0.000132203 4.47521e-05
threshold=0.16180500000000003 0.16158000000000003 -0.032739999999999991 0.084050000000000014 -0.10519499999999998 -0.03241999999999999 -0.016799999999999995 0.081835000000000019 -0.10091499999999999 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 -8
right_child=-2 -3 3 -5 6 -7 9 -9 -10 -11
leaf_value=-0.0031362153489451323 -0.0027191351787310331 0.0039085090610603748 0.0043379458140055194 -0.003233924304382344 -0.00063842394625652187 -0.00026344441544302009 0.0037930732676359304 0.0017097708549189776 -0.0059290745697202722 0.00022574057222804527
leaf_weight=0.0011021864343301038 0.0010014636028652145 0.0010282946950441749 0.0016999463750870247 0.0010679985962541638 0.0015697969858888467 0.0017409014844712205 0.0010853795241445507 0.0016549703739694062 0.0012948260086820102 0.0010293505450198956
leaf_count=394 218 147 114 828 299 160 237 229 401 94
internal_value=0 0.000190137 -0.00012211 0.000176019 0.000537484 0.00200987 -0.000226158 -0.0012943 -0.00302983 0.00205666
internal_weight=0 0.0132737 0.0122454 0.0111432 0.0100752 0.00344085 0.00663432 0.00451959 0.00286462 0.00211473
internal_count=3121 2903 2756 2362 1534 274 1260 929 700 331
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=15
num_cat=0
split_feature=14 11 124 484 3 2 0 1 3 47 160 12 0 0
split_gain=0.000312258 0.000133089 0.00015645 0.000219038 0.000186053 0.000343277 0.000221205 0.000364406 0.000255365 0.000169471 0.000155703 0.000214129 0.000119363 0.000104461
threshold=0.076175000000000007 0.088215000000000002 -0.043384999999999993 -1.0000000180025095e-35 -0.12018999999999998 0.10613000000000002 -0.053834999999999994 0.12500000000000003 0.10542000000000001 0.092530000000000015 0.086870000000000017 0.084100000000000022 -0.15202999999999997 0.062580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 13 7 9 -8 10 11 12 -6 -5
right_child=-2 -3 3 4 6 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00056587840563609353 -0.00086724283112767195 -0.00047901599250371946 -0.0006923151963129663 0.00038937048722255922 0.00018556811648029464 0.001150653788616711 -0.00090246244010543856 0.00097270077048898322 1.3716927723222275e-05 -0.0005342510981746865 -0.00033420828147747654 -0.00026491186798143488 0.00082366976229386547 -0.00034982435989594626
leaf_weight=0.0015713372896625942 0.0010909168926115367 0.0012662000467784642 0.0010740472683287349 0.0010498771853910639 0.0016220598661931263 0.0011354865553188098 0.0014293831226925733 0.0011650627076153358 0.0019176417542161039 0.0013738969370091919 0.0016264563716946387 0.0014537001201917286 0.0015367421011085441 0.0010094352432616915
leaf_count=248 101 101 469 59 63 59 181 100 69 138 138 1189 173 33
internal_value=0 3.50979e-05 7.13331e-05 2.39312e-05 7.41463e-05 0.000426386 -1.86653e-05 0.000118177 -0.000377547 -1.25988e-05 0.000102276 0.000256188 0.000496002 2.70314e-05
internal_weight=0 0.0192313 0.0179651 0.0163938 0.0153197 0.0031948 0.0121249 0.00877792 0.00334702 0.00761286 0.00623896 0.0046125 0.0031588 0.00205931
internal_count=3121 3020 2919 2671 2202 151 2051 1801 250 1701 1563 1425 236 92
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=17
num_cat=0
split_feature=14 147 11 3 15 457 12 14 0 13 0 51 1 0 0 12
split_gain=0.000268995 0.000172923 0.000264692 0.000285897 0.000414657 0.000230078 0.000183195 0.00019002 0.000162147 0.0001758 0.000122157 0.000364964 0.000200642 0.000118776 8.54043e-05 3.83266e-05
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 -1.0000000180025095e-35 -0.0029299999999999994 0.051320000000000005 -0.10708499999999999 -0.053834999999999994 -0.28558999999999996 -0.13027499999999997 0.087505000000000013 0.094715000000000008 -0.070499999999999993 -0.08824499999999999 0.083370000000000014
decision_type=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 -7 14 -10 11 -9 -12 -14 -8 -6
right_child=-2 -3 -4 5 15 6 8 10 9 -11 12 -13 13 -15 -16 -17
leaf_value=0.001516198737206434 -0.00089961536530850587 0.00068452406371355499 -0.00089308292314557074 -0.00086668128306737651 0.00033105171689369221 -0.00054851297263715953 -0.00026494864049958749 0.0010988941685280223 -0.00012358503426186708 -0.0012106247085064755 -0.0006097194041212807 -0.00023037898502414062 -3.7693483230020797e-05 0.00083147811254043712 0.00037952411211113733 -0.00017544832847827399
leaf_weight=0.0010264987183421503 0.0011005615190264875 0.0013221100849869485 0.0010831894296288161 0.0011262129375275631 0.0010145602416287086 0.0010080125482773983 0.0016178655435375522 0.0018271388121436638 0.0010140026925000711 0.0010176385653176984 0.0010211092024862232 0.001148315995725735 0.0011035029985459049 0.0010451076560624413 0.0012400346250210827 0.0010256387130347377
leaf_count=65 101 118 98 235 32 100 394 116 14 129 131 51 76 127 1262 72
internal_value=0 4.04339e-05 -8.73563e-06 5.02652e-05 0.000558353 -6.80552e-05 6.63083e-06 0.000195043 -0.000269007 -0.000668078 0.00031701 0.000585888 6.46111e-05 0.000385081 1.46862e-05 7.64265e-05
internal_weight=0 0.0186409 0.0173188 0.0162356 0.0030667 0.0131689 0.0120427 0.00715319 0.00488954 0.00203164 0.00614517 0.00297545 0.00316972 0.00214861 0.0028579 0.0020402
internal_count=3121 3020 2902 2804 169 2635 2400 601 1799 143 501 167 334 203 1656 104
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=10
num_cat=0
split_feature=41 3 0 1 3 3 12 16 1
split_gain=5.89435e-05 7.20361e-05 0.000138237 0.000101412 0.000130277 0.000115157 0.000151061 8.2923e-05 3.84635e-05
threshold=0.07831500000000001 -0.12018999999999998 0.11070500000000001 0.094385000000000011 0.0051600000000000005 0.083060000000000009 0.085885000000000017 -0.061854999999999993 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 -7 -6
right_child=-2 3 -4 5 8 7 -8 -9 -10
leaf_value=0.0039986751393686132 -0.0026944945790486228 -0.0041642128133362573 -0.0014649126318068651 0.0058076816161299633 0.001277034896790683 0.000952629645010037 -1.6508690334967625e-05 -0.0028627071005849665 -0.0015960940578015634
leaf_weight=0.0017462012172170275 0.0010952995432126347 0.0017623000725055194 0.0010837035314903432 0.0011978083020464719 0.0015439276930333534 0.0019062092136350184 0.0013884381897457804 0.0014469662111972204 0.0011925022376275685
leaf_count=150 151 1807 93 248 54 185 228 102 103
internal_value=0 0.000205901 0.00190641 -0.000255127 -0.00161608 0.000775705 0.00268094 -0.000693769 2.49609e-05
internal_weight=0 0.0132681 0.0028299 0.0104382 0.00449873 0.00593942 0.00258625 0.00335318 0.00273643
internal_count=3121 2970 243 2727 1964 763 476 287 157
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 457 12 12 12 4 3 1 0 1
split_gain=0.00031927 0.000159107 0.000242185 0.000224916 0.000331837 0.000180697 0.000117412 0.00019347 0.000159535 0.000130956 0.000175451 0.000182667 0.000143507 0.000117356
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 0.095330000000000012 -0.0016099999999999997 0.12178000000000001 0.10508500000000001 -0.071924999999999989 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 -8 -9 12 11 -11 -7 -10
right_child=-2 -3 -4 5 -6 6 7 8 13 10 -12 -13 -14 -15
leaf_value=1.7959244480829314e-05 -0.00089629238407847554 0.00060498693729881719 -0.00076026785616869119 -0.00070709424250489444 0.0011631986194536497 0.0008350027920430936 -0.00078622523330095103 0.00049444230607232373 -0.00056571531335605871 -0.00018316475908404468 -0.00050380202648423801 0.00061107798027067335 8.3910450080049522e-06 0.0001748801597425078
leaf_weight=0.0017550255989204873 0.0010418212245981709 0.0012404198028228555 0.0010669212308620493 0.0010252722224513228 0.0011129699183198838 0.0012757960021503312 0.0011112413279954127 0.0011687291920973713 0.0013396652531888816 0.0016106389005406969 0.0013660597600723134 0.00151053080110191 0.0010152727249826965 0.0010103543981911933
leaf_count=111 101 118 98 235 58 88 902 370 460 135 107 136 135 67
internal_value=0 3.84513e-05 -4.48132e-06 4.82169e-05 0.000462387 -4.73179e-05 1.19767e-05 -0.000189416 -9.40406e-07 0.00014954 -1.34123e-05 0.000201219 0.000468695 -0.000247308
internal_weight=0 0.0176089 0.0163685 0.0153016 0.002868 0.0124336 0.0114083 0.00462999 0.00351875 0.0067783 0.00448723 0.00312117 0.00229107 0.00235002
internal_count=3121 3020 2902 2804 169 2635 2400 1799 897 601 378 271 223 527
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=15
num_cat=0
split_feature=14 1 4 4 3 2 11 0 14 151 0 151 16 12
split_gain=0.000217724 0.000130565 0.000227124 0.000154267 0.000140207 0.000225557 0.000543976 0.000293588 0.000153488 0.000172387 0.000152523 0.000115493 0.00018602 6.54692e-05
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 -0.49405499999999997 0.076840000000000006 1.0000000180025095e-35 0.079915000000000014 -0.033209999999999996 -1.0000000180025095e-35 0.032230000000000009 -0.10151999999999999 -0.0083949999999999979 -0.061854999999999993 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 10 -6 11 -3 -10 -13 -5
right_child=-2 4 -4 13 8 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0003949649748014269 -0.00072787743324828006 0.00019655424110938126 -0.00064206334174782059 0.00063058341984036255 -0.00059735802338759404 0.0013161987870527597 -0.00026355455268794781 0.00079587515290377464 -0.00010092381890087283 -0.00053235353039524016 -0.00057096190115351101 0.00098413473770352046 8.1259034621486039e-06 5.39539607938289e-05
leaf_weight=0.0012317430153834241 0.0010912531247488358 0.0013355107085648581 0.0018956314152224719 0.0011109922721912451 0.0011585612157340996 0.0015468224702928713 0.0010084523558129277 0.0010948770724404614 0.0015580941299067064 0.0010080726248014038 0.001586596490953128 0.0010918887921104181 0.0010957294778450866 0.0010948942783455262
leaf_count=35 101 40 1276 235 79 220 126 82 99 43 563 78 76 68
internal_value=0 4.21865e-05 -0.000176996 7.94594e-05 0.000135818 0.000304027 0.000692741 5.67589e-05 -5.11652e-05 8.19494e-05 -0.000220179 0.000247275 0.000495274 0.000344373
internal_weight=0 0.0178179 0.00533326 0.00343763 0.0124846 0.00657226 0.00255527 0.00401698 0.00591235 0.00475379 0.00292211 0.00374571 0.00218762 0.00220589
internal_count=3121 3020 1614 338 1406 1031 346 685 375 296 603 253 154 303
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=12
num_cat=0
split_feature=2 50 0 0 51 0 457 4 1 43 2
split_gain=5.56887e-05 9.14284e-05 6.15989e-05 0.000203322 8.26308e-05 7.6271e-05 8.82632e-05 7.04373e-05 9.29105e-05 0.00013218 6.72235e-05
threshold=0.14122000000000004 0.083090000000000011 -0.062294999999999996 -0.10151999999999999 -0.010009999999999998 -0.11756999999999999 0.045365000000000009 -0.49405499999999997 0.13436000000000001 0.084740000000000024 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 -4 9 -9 -6
right_child=-2 -3 7 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0024522406437237345 0.0023940746000893479 -0.0032621681725532692 -0.0014837869356710562 -0.0043893023170547326 -0.002492720932559608 0.0034121266507607028 0.0025435509728552593 0.0041586697502761592 -0.0010898428095351739 -0.00043085997666761312 0.0010545896931085528
leaf_weight=0.0010418589651907534 0.0010167668493197739 0.0010228425278301567 0.0010959491301915092 0.0013100461244019649 0.0014400254897344866 0.0010446607531846017 0.0011842387799356757 0.0019807319138647477 0.0011140685521482574 0.0011176205427139152 0.0010530511531036402
leaf_count=105 178 556 129 1423 149 91 89 227 52 39 83
internal_value=0 -0.000196102 5.71723e-05 -0.000594785 0.000267661 0.000867781 0.000144977 0.000925964 0.00155291 0.00250316 -0.000994372
internal_weight=0 0.0134051 0.0123823 0.00707388 0.00576384 0.00472198 0.00367732 0.00530837 0.00421242 0.00309835 0.00249308
internal_count=3121 2943 2387 1940 517 412 321 447 318 266 232
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=16
num_cat=0
split_feature=14 124 123 133 132 42 13 48 0 12 2 15 49 13 43
split_gain=0.000348764 0.000139599 0.000256361 0.000310559 0.000209116 0.000369106 0.000155457 0.000212972 0.000206226 0.000181376 0.000143285 0.000154234 0.000359853 0.000124686 0.000103799
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 0.099660000000000012 0.081240000000000021 -1.0000000180025095e-35 0.10935500000000002 0.12649500000000002 -0.10151999999999999 0.090455000000000021 0.083215000000000011 -0.095869999999999983 -0.066894999999999982 -0.082759999999999986 -0.074359999999999996
decision_type=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 10 13 -7 -12 -13 -10 -11
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 14 11 12 -14 -15 -16
leaf_value=-0.001032745015568372 -0.0010127310315767896 0.00067770785366766178 0.0007364733187204029 -0.0010012660522300488 0.0007662776643814278 0.00077631039026386495 0.00061756972893399909 -0.00077749320240868777 -0.00015043190634035853 0.00051719874066687881 -0.00025629749196372502 -0.00025406362887017979 0.0011966902137008851 -0.0010115491085279542 -0.00020331065762701245
leaf_weight=0.0011101975226306448 0.0010399064781707037 0.0010363424294300349 0.0013940985041954309 0.0010291155123839683 0.0010637555515239658 0.0013906180113822933 0.0012979129056813763 0.001090194341609064 0.0010002548713687496 0.0010675297022634256 0.0018817807474105219 0.0011286350007645163 0.001032655062549237 0.0011288555477777015 0.001540865850784251
leaf_count=575 101 71 220 432 180 54 60 49 542 136 101 55 85 248 212
internal_value=0 4.47383e-05 6.50357e-06 -5.80584e-05 7.8245e-06 -5.11981e-05 3.55672e-05 -3.15105e-05 4.84472e-05 -0.000222377 0.000284573 0.000115439 0.0004391 -0.000606997 9.15699e-05
internal_weight=0 0.0181928 0.0171565 0.0157624 0.0147333 0.0136695 0.0125593 0.0112614 0.0101712 0.00473751 0.00543369 0.00404307 0.00216129 0.00212911 0.0026084
internal_count=3121 3020 2949 2729 2297 2117 1542 1482 1433 1138 295 241 140 790 348
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=18
num_cat=0
split_feature=14 1374 457 11 43 4 3 43 3 43 2 47 14 160 47 0 1
split_gain=0.000255556 0.000238776 0.000270149 0.000276399 0.000181022 0.000360254 0.000196579 0.000401969 0.000216497 0.000320562 0.000191174 0.000186628 0.000129571 0.00032056 0.000231785 0.000185862 0.00027749
threshold=0.076175000000000007 -0.08070999999999999 0.091015000000000013 0.088215000000000002 -0.45785999999999999 -0.49405499999999997 -0.10519499999999998 0.084740000000000024 -0.077774999999999983 -0.067199999999999996 0.089885000000000007 0.090280000000000013 -1.0000000180025095e-35 -0.023379999999999995 0.092710000000000015 -0.10151999999999999 0.095285000000000022
decision_type=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 10 -8 11 -7 -10 -11 -14 15 16 -15
right_child=-2 2 -4 -5 5 6 8 -9 9 12 -12 -13 13 14 -16 -17 -18
leaf_value=-0.00080737589689271693 -0.00084347752476927667 0.00079938251590854067 0.00096770297000303555 -0.0008040082364605194 -0.00090086963609941901 0.0003661872966051021 -0.0006808816841107195 -0.00033883122254558623 0.0011533297094247059 -0.00060706954655866759 0.0014026745500447602 0.00015694229560024014 0.00082570980570550556 -0.00030054196698425274 -0.0008730252933173803 -0.00052280961175587941 0.00089119139716505914
leaf_weight=0.0010106880628049089 0.0011051956633612017 0.0010525662816841174 0.0010197584640965754 0.001176736292460844 0.0011899406361461856 0.0010373628911963763 0.0013004885602482278 0.0012174796051738213 0.0011943860444474496 0.0012727215658208113 0.0012228748505502818 0.0011773232076823003 0.001231617616271493 0.0011960430399682309 0.0011816419905516656 0.0012694669607236459 0.0012711878538886889
leaf_count=56 101 69 104 98 111 46 1335 31 324 91 79 55 148 69 77 271 56
internal_value=0 3.37643e-05 7.84807e-05 2.80805e-05 8.63109e-05 3.86945e-05 0.000115416 0.000483836 -6.67162e-08 9.03312e-05 0.000926966 0.00065872 -9.12816e-05 1.54597e-05 -0.000187438 2.93631e-05 0.000313473
internal_weight=0 0.0200223 0.0190116 0.0179918 0.0168151 0.0157625 0.0145726 0.00347772 0.0110949 0.00979439 0.00226024 0.00237171 0.00742268 0.00614996 0.00491834 0.0037367 0.00246723
internal_count=3121 3020 2964 2860 2762 2693 2582 156 2426 1091 125 379 712 621 473 396 125
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=16
num_cat=0
split_feature=14 1 4 4 157 48 14 2 48 16 151 1 16 4 12
split_gain=0.000265365 0.00016156 0.000304539 0.000190734 0.000293665 0.000191121 0.000254407 0.000635601 0.00026095 0.000274574 0.000190528 0.000175269 0.000156742 0.000148987 0.000160918
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 -0.17966999999999997 -0.06266999999999999 0.12230500000000001 -0.10708499999999999 0.098035000000000011 0.086260000000000017 -0.056919999999999991 -0.0033899999999999994 0.10638500000000002 -0.014034999999999997 -0.49405499999999997 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 -5 6 -6 8 9 11 -9 -8 -4 -1 -15
right_child=-2 3 12 4 5 -7 7 10 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00036450379018024233 -0.00080253860624450609 -0.00051497840319510981 -0.001221364755428684 0.0009503551924745973 -0.00052244175974821064 -0.00060084532221583932 0.00093494604234334951 0.00052439424113388648 -0.00068132420587598214 -0.00031543901951046013 0.0015373568465339373 9.2303113123450251e-05 -0.00026620551921351896 0.00073196008823211024 -0.00017809164936349151
leaf_weight=0.0013943641409148722 0.0012128352070501771 0.0012208893424729981 0.0010313385307682745 0.0014231562774022497 0.0013357182044217994 0.0010390302992391307 0.001530628020161854 0.0010210520615856478 0.0013139056517876835 0.0019584460560145116 0.0012544911341966156 0.0014640538089378298 0.0010521734357424725 0.0014037432568337078 0.0010148614755105534
leaf_count=35 101 182 776 160 92 56 265 103 85 214 138 111 500 236 67
internal_value=0 3.68828e-05 -0.000203722 0.000141498 0.000206445 0.000109471 0.000184184 0.000294672 8.4929e-06 0.000191479 0.00108283 0.000522991 -0.000739009 8.87746e-05 0.000350097
internal_weight=0 0.0194579 0.00589648 0.0135614 0.0123405 0.0109173 0.00987829 0.00854258 0.00626703 0.00495313 0.00227554 0.00299468 0.00208351 0.00381297 0.0024186
internal_count=3121 3020 1614 1406 1224 1064 1008 916 675 590 241 376 1276 338 303
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 3 160 1 12 52 4 151 0 43
split_gain=0.000285592 0.000135998 0.000284338 0.000296397 0.000290167 0.000180771 0.000245989 0.000168747 0.000180969 0.00028878 0.000184345 0.000252846 0.000124475 0.00034052 8.01132e-05
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.099315000000000014 0.12873500000000002 0.098810000000000023 -0.087769999999999987 -0.00059999999999999995 -0.044604999999999992 -0.15350499999999997 -1.0000000180025095e-35
decision_type=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 -8 14 -13 -14 -12
right_child=-2 -3 -4 -5 5 6 7 -9 -10 -11 11 12 13 -15 -16
leaf_value=-0.00082803934148263831 -0.00081623651721128619 0.00061964199604189326 0.00070391109851250847 -0.00089898220075442902 -0.00058702306436582267 0.00086092900038204625 -0.0003899895924160847 -0.00059127461890044373 0.00071838482804826784 -0.0005922309727031484 0.00030341044380391728 -0.00046051208880406826 0.00087192298353645607 -0.00033605127385998913 0.00086005161578857629
leaf_weight=0.0010460304228073836 0.0011012080532942772 0.0010419221424707156 0.0014545986315462498 0.0010439213814696256 0.0010484543565052505 0.0011067556277322118 0.0013332884386246177 0.0010044720364249258 0.00117915740818303 0.0016281578658669084 0.0011505498447877517 0.0011289079693765913 0.001119045993725365 0.0014320875573182465 0.0017617130330971082
leaf_count=397 101 71 220 432 119 108 229 92 84 197 574 74 43 161 219
internal_value=0 4.38376e-05 9.43149e-06 -5.37743e-05 5.28944e-06 6.80342e-05 0.000121506 5.17833e-05 0.000111966 3.71195e-05 0.000166407 0.000278938 -6.90446e-06 0.000193822 0.000640139
internal_weight=0 0.0184791 0.0174371 0.0159825 0.0149386 0.0138926 0.0128441 0.0117374 0.0107329 0.00955375 0.00792559 0.0065923 0.00368004 0.00255113 0.00291226
internal_count=3121 3020 2949 2729 2297 1900 1781 1673 1581 1497 1300 1071 278 204 793
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=12
num_cat=0
split_feature=11 43 2 52 12 13 4 51 3 0 42
split_gain=5.70075e-05 8.86968e-05 0.000148197 0.000125158 9.22973e-05 0.000132445 0.000116466 0.000188107 0.000122103 8.41744e-05 1.74736e-05
threshold=0.087830000000000005 -0.052894999999999991 0.096540000000000015 -0.088204999999999992 0.098810000000000023 -0.117405 0.098655000000000007 0.08955500000000001 0.0051600000000000005 -0.053834999999999994 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 -5 7 8 -7 10 -1
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00035848117789573873 -0.0023047340876918604 -0.0036388052057137374 0.0038140992268069318 0.0030535463559065688 -0.0025931484518610798 -8.9750910014532343e-05 -0.0024744458391002247 -0.0027982474576476088 0.0044935365376334267 -0.0020637521175084221 0.0022340304849813582
leaf_weight=0.0010073864160328461 0.0010226596807559338 0.0010839678735441102 0.0015523404344729807 0.0015378208816079521 0.0011721920688550456 0.0011130849858040984 0.0016863308676090261 0.0010429726655803735 0.0012449712133886237 0.0012097397112803983 0.0010014686533988144
leaf_count=623 121 239 381 167 179 673 171 108 64 107 288
internal_value=0 0.000156575 0.00126236 -0.000437436 7.6093e-06 0.000467761 -0.000313877 0.000757397 0.00233006 3.16404e-05 0.00129349
internal_weight=0 0.0136523 0.00477094 0.00888134 0.00779737 0.00662518 0.00508736 0.00340103 0.00235806 0.00321859 0.00200886
internal_count=3121 3000 1399 1601 1362 1183 1016 845 737 1018 911
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=10
num_cat=0
split_feature=1 12 475 42 43 3 4 0 48
split_gain=5.93816e-05 0.000110098 7.99444e-05 0.00011871 0.000113326 0.000165933 0.000108022 9.41439e-05 0.000129993
threshold=0.13686500000000004 0.11650500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.052894999999999991 -0.077774999999999983 0.24564500000000003 -0.10151999999999999 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -6
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.0023163978681932243 0.0021252957653116415 -0.0035117262787221931 -0.0029784931844133306 0.00060937056653316882 0.0027577544311403793 0.0062689964075534239 0.0022568991076152897 -0.0027897454145702169 -0.0020387496918211527
leaf_weight=0.0015141926370087653 0.0014401877113935568 0.0011620403507606207 0.0011338611986146255 0.0017037260784529031 0.0014306934213383807 0.001021061222206061 0.0019176785361452175 0.0018834439522779222 0.0013566970444593707
leaf_count=476 169 121 741 396 106 304 131 593 84
internal_value=0 -0.000249402 6.75319e-05 0.000413054 0.000825963 0.00273021 3.84325e-05 -0.000872391 0.000423168
internal_weight=0 0.0131234 0.0119614 0.0104472 0.0093133 0.00272479 0.00658851 0.00467083 0.00278739
internal_count=3121 2952 2831 2355 1614 700 914 783 190
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=11
num_cat=0
split_feature=41 3 0 1 15 3 12 51 4 2
split_gain=5.43208e-05 7.5778e-05 0.000130081 8.18075e-05 0.000123733 8.03211e-05 0.000131468 7.08071e-05 0.000104028 5.99556e-05
threshold=0.07831500000000001 -0.12018999999999998 0.11070500000000001 0.094385000000000011 -0.008624999999999999 0.083060000000000009 0.085885000000000017 0.089685000000000001 0.25615500000000008 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 -7 -6
right_child=-2 3 -4 5 9 7 -8 -9 -10 -11
leaf_value=0.0044568506146112543 -0.0029059900751664631 -0.0045007589553701247 -0.0014708503078402965 0.005891538202596365 0.00274114708608963 -0.0047799145276463222 -0.00026154703837455543 0.0021228994164293668 0.00099929683816982304 -0.0014045509044356597
leaf_weight=0.0017604332732401038 0.0011001665888131793 0.0017502105262253596 0.0011025816908425412 0.0011669514302417817 0.0010016958292109347 0.0011872692621693326 0.0013974307634923994 0.0011422927751891798 0.0010978289795443297 0.001763660252876588
leaf_count=150 151 864 93 248 787 78 228 79 130 313
internal_value=0 0.000222302 0.00217402 -0.000309498 -0.00168498 0.000727102 0.00253848 -0.000628179 -0.00200341 9.71466e-05
internal_weight=0 0.0133704 0.00286301 0.0105073 0.00451557 0.00599177 0.00256438 0.00342739 0.0022851 0.00276536
internal_count=3121 2970 243 2727 1964 763 476 287 208 1100
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=12
num_cat=0
split_feature=131 14 2 13 0 133 52 49 16 1 15
split_gain=5.3361e-05 7.70016e-05 0.00011434 0.000178325 0.000106671 0.000118441 0.000113862 0.000126746 0.000155717 0.000106372 9.39312e-05
threshold=0.088610000000000008 -0.10708499999999999 0.10912000000000001 -0.074044999999999986 0.15398500000000004 0.083950000000000011 -0.088204999999999992 -0.047584999999999995 -0.032969999999999992 0.11212500000000002 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8 10 -5 -9
right_child=-2 2 3 9 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0030730391954566097 -0.0028181209382428301 -0.0036874995318605676 0.0072449438891715543 0.0036199375018185135 -0.0042499098053406402 0.0046476740976533863 0.004105438100071428 -0.00052750677051551778 0.0029878568557200756 -0.0024364332212703549 -0.00582766350743694
leaf_weight=0.0011786097431916729 0.0011438557487941725 0.0014553114690710606 0.001071889782090591 0.0010231065496293461 0.0010687488859240091 0.0010039022653152829 0.0013850048877615886 0.0015392067516203666 0.0013929486520460033 0.0011043514519848141 0.0010169057505389802
leaf_count=117 443 259 179 218 41 747 114 133 199 91 580
internal_value=0 0.000228391 0.000550999 0.0027439 -0.000240676 0.000309139 -0.000332373 0.000583018 -0.000652356 0.00047611 -0.00263608
internal_weight=0 0.01324 0.0120614 0.00319935 0.00886203 0.00779328 0.00678938 0.00533407 0.00394906 0.00212746 0.00255611
internal_count=3121 2678 2561 488 2073 2032 1285 1026 912 309 713
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 457 12 12 13 2 0 0 0 49
split_gain=0.000371615 0.000129965 0.00018583 0.00020182 0.000351772 0.000238096 0.00019451 0.000221075 0.000223935 0.000143204 0.000399176 0.000199311 0.000205697 0.000162819
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 -0.084154999999999994 0.11215000000000001 -0.15202999999999997 -0.13027499999999997 -0.055064999999999996 -0.046979999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 -8 -9 11 -11 13 -13 -7
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 -12 12 -14 -15
leaf_value=-1.1799530599917326e-05 -0.00096771120015161729 0.00058150064059813529 -0.0006875617947236796 -0.00079311083924255119 0.0012010908024478954 0.00027475275827784705 -0.00090179336941105764 0.00036792105249208273 -0.00049255890207063762 -0.00089498261503285191 0.00051451498685852013 -0.00049914901441637754 0.0005062526569671441 0.0011931171503406978
leaf_weight=0.0017941173125057787 0.0011133144947243481 0.0012412600910107754 0.0010461052235832815 0.0011089776932396095 0.0011391298749146017 0.001081187594969224 0.0011070471111996744 0.0019151083362603238 0.001632401872816912 0.0010758373318474623 0.0012844144913394971 0.0010959124895278081 0.0012919095255198819 0.0011725651967111617
leaf_count=111 101 118 98 235 58 48 902 104 793 50 171 139 126 67
internal_value=0 4.85554e-05 9.04895e-06 5.54689e-05 0.000459228 -3.73076e-05 3.45989e-05 -0.000235849 -2.80324e-05 0.000214383 -0.000127955 0.000388462 4.48145e-05 0.000752552
internal_weight=0 0.017986 0.0167447 0.0156986 0.00293325 0.0127654 0.0116564 0.00465456 0.00354751 0.00700183 0.00236025 0.00464157 0.00238782 0.00225375
internal_count=3121 3020 2902 2804 169 2635 2400 1799 897 601 221 380 265 115
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=11
num_cat=0
split_feature=1 0 42 13 47 15 49 0 1 0
split_gain=5.39883e-05 0.000111082 0.000108182 0.000102284 8.12235e-05 0.000100828 0.000331858 0.000196198 0.000107697 6.05998e-05
threshold=0.12500000000000003 -0.053834999999999994 0.092620000000000022 0.10935500000000002 0.092530000000000015 -0.033689999999999991 -0.006494999999999999 -0.038659999999999993 0.094090000000000021 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00095775358169540895 0.0042895858264895212 -0.00069740931800767181 -0.0032944668589270755 0.003293274415488265 -0.0033717981486082725 -0.006964304966821439 0.0037270568949424399 -0.002132142762477196 0.0012889472238655302 0.0054476855869089484
leaf_weight=0.0013830255475996084 0.001175433787188001 0.0014290945209971075 0.0015704845447230146 0.0012638143341506891 0.0011289418692904153 0.001064949340655015 0.0016241737240067448 0.0016776602623474707 0.0010001244967390299 0.0010239720597764179
leaf_count=472 163 116 548 158 187 234 869 172 47 155
internal_value=0 0.00155324 -0.000359189 9.42351e-05 -0.000359888 7.75071e-05 -0.00113133 0.00075 0.00162682 0.00339282
internal_weight=0 0.00260453 0.0117371 0.0101667 0.00890285 0.00777391 0.00436678 0.00330183 0.00340712 0.0020241
internal_count=3121 279 2842 2294 2136 1949 1275 1041 674 202
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=13
num_cat=0
split_feature=14 147 11 3 2 457 12 12 3 1 0 0
split_gain=0.000246467 0.000191586 0.000201843 0.000223501 0.000325018 0.000199395 0.000166905 0.000186975 0.000168076 0.000172452 0.000142259 0.000124934
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 0.12178000000000001 0.10508500000000001 -0.053834999999999994 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 11 -9 -7
right_child=-2 -3 -4 5 -6 6 7 10 -10 -11 -12 -13
leaf_value=2.4389745521611906e-05 -0.00084989580866287866 0.00074184114061135375 -0.00077580935377844493 -0.0008056373984904313 0.0012737506206609295 0.00043769749130578807 -0.00089958143807099722 0.00027521072280667244 -0.00026269610051193019 0.00081355580355667041 -0.00046124227908566842 -0.00029269817134595764
leaf_weight=0.0018042679808276665 0.0010753802617401434 0.0012008727300569779 0.0010507468830169833 0.0010763959990595052 0.0010997235872818312 0.0017076506511363165 0.0011224538256848198 0.0019510497746083192 0.0019352681475221095 0.0018014397987119474 0.001540099827953445 0.0013972321907069199
leaf_count=111 101 118 98 235 58 89 902 761 143 196 136 173
internal_value=0 4.32955e-05 -7.58697e-06 4.47083e-05 0.000497515 -6.02223e-05 9.82118e-06 -0.000256448 0.000189379 0.000367697 -4.96711e-05 0.000109011
internal_weight=0 0.0176872 0.0164863 0.0154356 0.00290399 0.0125316 0.0114552 0.0046136 0.00684159 0.00490632 0.00349115 0.00310488
internal_count=3121 3020 2902 2804 169 2635 2400 1799 601 458 897 262
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=13
num_cat=0
split_feature=14 147 11 3 2 457 12 12 3 1 0 2
split_gain=0.000277315 0.000115577 0.000197897 0.000190578 0.000311906 0.000196102 0.000139811 0.000188196 0.000137276 0.000178571 0.000130692 0.000101503
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 0.12178000000000001 0.10508500000000001 -0.053834999999999994 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 9 11 -9 -7
right_child=-2 -3 -4 5 -6 6 7 10 -10 -11 -12 -13
leaf_value=2.9448840308772664e-06 -0.00088640383697822427 0.00057086158420630083 -0.00073853408248128276 -0.00076503822791621639 0.001195747864394069 0.00033191925360488516 -0.0008467363097554245 0.00029241703556775989 -0.00020371581054227632 0.00078930335116784956 -0.00038492809083189982 -0.000330460026388387
leaf_weight=0.0017297024604649948 0.0010384420194954882 0.0011597567048158277 0.0010250148543864404 0.0010393263921310387 0.0010792306725042611 0.0019107341718400711 0.0010749016272915491 0.0019123801247069496 0.0019503323563134084 0.0017384633279140705 0.0015745477671779834 0.0011080363591259301
leaf_count=111 101 118 98 235 58 130 902 761 143 196 136 132
internal_value=0 3.99588e-05 1.81658e-06 5.20142e-05 0.000461236 -4.1373e-05 2.53674e-05 -0.000209792 0.0001853 0.000344785 -1.34431e-05 8.87937e-05
internal_weight=0 0.0173024 0.0161427 0.0151177 0.00280893 0.0123087 0.0112694 0.00456183 0.00670757 0.00475723 0.00348693 0.00301877
internal_count=3121 3020 2902 2804 169 2635 2400 1799 601 458 897 262
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=11
num_cat=0
split_feature=0 1 4 3 151 457 0 12 13 1
split_gain=5.43119e-05 0.000119434 0.000125964 0.000102635 7.81476e-05 0.000207762 0.000140459 0.000239394 9.27277e-05 5.78772e-05
threshold=0.18019500000000002 0.077565000000000009 -0.055319999999999994 -0.083924999999999986 0.043560000000000008 0.045365000000000009 -0.075359999999999996 0.051320000000000005 -0.084154999999999994 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 -3 -10
right_child=-2 4 -4 -5 -6 -7 7 -9 9 -11
leaf_value=0.002168974661515654 0.002613072608844694 0.0011268786421654985 -0.005995087242872987 -0.0035147360936872308 -0.0022856402718912155 0.005778236774591777 0.0064398686609866435 -0.0013625760513220463 -0.0038706526671964782 -0.00021133572475574505
leaf_weight=0.0010640070778191726 0.0011752289602489077 0.001768675269778155 0.0010612249603586307 0.0010043099701749231 0.001471914938270257 0.0012159527629821143 0.0012674060470172161 0.0012906641197782953 0.00194007454706091 0.001102164189043478
leaf_count=404 36 259 868 340 106 153 217 279 389 70
internal_value=0 -0.000247855 -0.00242343 -0.000590857 0.00042915 0.000894609 8.87641e-05 0.00250318 -0.00119503 -0.00254493
internal_weight=0 0.0131864 0.00312954 0.00206832 0.0100569 0.00858494 0.00736898 0.00255807 0.00481091 0.00304224
internal_count=3121 3085 1612 744 1473 1367 1214 496 718 459
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=16
num_cat=0
split_feature=14 38 124 484 15 160 52 133 160 15 42 16 12 49 1
split_gain=0.000263518 0.000196857 0.000294222 0.000286859 0.000162511 0.000183861 0.000218877 0.000363058 0.000179713 0.000144899 0.000300205 0.00027033 0.000287797 0.00023985 9.30843e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.24436499999999997 -0.091944999999999985 0.10744000000000002 0.09389500000000002 -0.025879999999999997 -0.095869999999999983 -1.0000000180025095e-35 -0.071854999999999988 0.090840000000000018 -0.069799999999999987 0.10752500000000002
decision_type=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 -7 14 -11 13 -13 -12 -10
right_child=-2 -3 3 4 5 6 -8 -9 9 10 11 12 -14 -15 -16
leaf_value=0.00088699845918210147 -0.00081482330792762285 -0.00070220676769484707 -0.00079952392886970187 0.00061261298835325417 -0.00065069992618040778 0.00069010281992645372 0.00072185610077208013 -0.00097592240613300185 -0.0006707239013457202 -0.00072709223693131206 9.2679008347576792e-05 -0.00053515581474762076 0.00052183908406118137 0.0010815847649569188 2.0404783126569019e-06
leaf_weight=0.0012106266490593326 0.0011310716436632165 0.0010044664486502644 0.0011701123963195918 0.0014915171102886952 0.0010978499896761628 0.0012933701004171879 0.0013710326020799366 0.0010125413718242689 0.0012577698855238181 0.0010049672415240402 0.0012600276640712949 0.0017188455392548227 0.0013324152580664883 0.0016510523817776508 0.0011445629709783134
leaf_count=223 101 62 466 148 324 167 124 297 123 404 64 178 149 256 35
internal_value=0 3.32465e-05 7.42495e-05 1.5703e-05 7.67103e-05 2.01999e-05 7.66551e-05 8.9068e-07 9.36472e-05 1.13134e-05 0.000135961 0.000281431 -7.35905e-05 0.000653548 -0.000350193
internal_weight=0 0.0190212 0.0180167 0.0168061 0.015636 0.0141444 0.0130466 0.0116756 0.010663 0.00936964 0.00696731 0.00596234 0.00305126 0.00291108 0.00240233
internal_count=3121 3020 2958 2735 2269 2121 1797 1673 1376 1209 1051 647 327 320 158
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=11
num_cat=0
split_feature=41 3 16 3 43 13 43 16 3 2
split_gain=5.13832e-05 6.78985e-05 0.00011288 7.84444e-05 0.000126275 0.000157636 9.92638e-05 0.000161331 0.000102025 0.000209621
threshold=0.07831500000000001 -0.12018999999999998 0.0057500000000000008 -0.077774999999999983 -0.067199999999999996 -0.004174999999999999 0.12266000000000001 0.033715000000000009 0.090900000000000009 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 8 -6 -10
right_child=-2 3 -4 4 6 -7 -8 -9 9 -11
leaf_value=-0.00023376958807764877 -0.002324912236232192 -0.0024280958780592506 0.0042254826743650985 0.0053456685116379634 -0.002527195512832996 -0.00067571318560322483 0.0024761507720147341 -0.004644846305624251 0.0044722229708957992 -0.0016879959414717531
leaf_weight=0.0016156029825966619 0.0010933597136579256 0.001687051003028091 0.0012339487494442691 0.0011422467246489914 0.0014417979060881783 0.0010092752625220618 0.001092543114492665 0.0012762288896057353 0.001251048996892587 0.0014934725855297315
leaf_count=115 151 1470 128 324 270 100 151 180 96 136
internal_value=0 0.000179097 0.00169723 -0.000237118 0.00018742 0.00252105 -0.000578527 -0.00118948 -0.000136089 0.00112005
internal_weight=0 0.0132432 0.00284955 0.0103937 0.00870661 0.00215152 0.00655509 0.00546255 0.00418632 0.00274452
internal_count=3121 2970 243 2727 1257 424 833 682 502 232
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=14
num_cat=0
split_feature=14 147 11 3 2 457 12 12 0 43 4 2 2
split_gain=0.000235269 0.000124633 0.000209126 0.000161579 0.000331007 0.000168975 0.000144432 0.000211433 0.00013273 0.000118533 0.000173662 0.000134245 9.69767e-05
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 0.051320000000000005 0.090455000000000021 -0.053834999999999994 -0.043144999999999996 -0.0016099999999999997 0.11215000000000001 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 -8 -9 -7 -11 12 -12
right_child=-2 -3 -4 5 -6 6 7 8 -10 10 11 -13 -14
leaf_value=-4.5228310914068188e-05 -0.00078806752920170572 0.00055376050161216753 -0.00074612842371510487 -0.0007105608218042252 0.0011627160369570429 0.00059713650781741286 -0.00087436007039231754 0.00029082607323201057 -0.00037945729248525437 0.00052558250086587235 -0.00022998907235573633 -0.00054305224440159589 0.00050712813133834301
leaf_weight=0.0017348899444460343 0.0010762146593731861 0.0012494696214218051 0.0010401828199313448 0.0010032500912604157 0.0010678530458307911 0.0015315387383646852 0.0010780780856675049 0.0019228125519648847 0.0015585597675623342 0.0015908835766125229 0.0010716791218045932 0.0014926748925086775 0.001010358796596833
leaf_count=111 101 118 98 235 58 229 902 761 136 124 69 117 62
internal_value=0 3.44177e-05 -5.87993e-06 4.52397e-05 0.000415002 -3.92923e-05 2.05349e-05 -0.000213805 -9.25004e-06 0.000180075 5.64208e-05 -0.000152374 0.000127715
internal_weight=0 0.0173522 0.0161028 0.0150626 0.00280274 0.0122598 0.0112566 0.00455945 0.00348137 0.00669714 0.0051656 0.00357471 0.00208204
internal_count=3121 3020 2902 2804 169 2635 2400 1799 897 601 372 248 131
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=12
num_cat=0
split_feature=147 52 52 4 0 16 0 2 3 0 4
split_gain=5.406e-05 0.000103372 0.000116735 9.04591e-05 0.000180716 0.000145189 0.000135266 0.000112301 0.000111387 0.000103966 2.87103e-05
threshold=0.089025000000000007 0.19022000000000003 0.10744000000000002 -0.42529999999999996 -0.076579999999999995 0.25084500000000004 -0.10607499999999999 0.11215000000000001 0.090900000000000009 -0.14794999999999997 -0.111605
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 10 7 8 9 -5 -6
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0036576269818199476 0.0023949937307568897 -0.0040383851967884113 0.0039813389079613468 -0.003624293473054499 0.0030046160990760524 -0.0014466034187735608 -0.0047470396678330629 -0.003037854764928283 0.0040351793175163395 0.0019773360438431952 0.005944461605842998
leaf_weight=0.0011845854768308709 0.0013703722185246523 0.0010837374272757621 0.0011264372665796074 0.0010285892045002742 0.0011156905609758794 0.0010006064959821592 0.0013471105297157039 0.0015587907524197697 0.0012991798407888666 0.0011315185822918274 0.0010472677114097741
leaf_count=171 124 346 203 105 61 197 1266 125 64 115 344
internal_value=0 -0.000268709 7.63427e-05 -0.000334242 7.8911e-05 0.00256994 -0.00115916 -0.000195986 0.00108459 -0.00069002 0.00442804
internal_weight=0 0.0129235 0.0118398 0.0107133 0.00952875 0.00316356 0.00636519 0.00501808 0.00345929 0.00216011 0.00216296
internal_count=3121 2997 2651 2448 2277 602 1675 409 284 220 405
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=11
num_cat=0
split_feature=1 12 475 42 43 0 4 2 49 16
split_gain=5.03844e-05 0.000100108 7.6728e-05 0.000100079 8.56321e-05 0.000158439 0.000102642 0.000102476 0.000113886 9.94644e-05
threshold=0.13686500000000004 0.11650500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.24564500000000003 0.089885000000000007 -0.047584999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6 -9 -10
right_child=-2 -3 3 4 6 -7 -8 8 9 -11
leaf_value=-0.0028100263664848912 0.0024144482350559999 -0.0041326754137410117 -0.0032990528841207582 -0.00024089739097004435 -0.0040054862898739208 0.0065791067100190266 0.0028080964645510603 0.0041694773179102411 -0.0040490048826396542 0.0016316060759378381
leaf_weight=0.001459433979510919 0.0014105024719507512 0.0011266112833789666 0.0011250109027556967 0.0012681242523964967 0.001381965807100473 0.0012278036679687632 0.0019126944351471747 0.0010093006555295103 0.0011655432620110732 0.0010945752634316935
leaf_count=476 169 121 741 513 498 92 141 63 176 131
internal_value=0 -0.00028076 9.1916e-05 0.000507742 0.000980444 0.00311402 0.000169173 -0.000915977 0.000389941 -0.00129789
internal_weight=0 0.0127711 0.0116445 0.010185 0.00906001 0.00249593 0.00656408 0.00465138 0.00326942 0.00226012
internal_count=3121 2952 2831 2355 1614 605 1009 868 370 307
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=12
num_cat=0
split_feature=131 14 2 13 42 40 47 13 2 13 3
split_gain=4.81984e-05 6.66337e-05 0.000100301 0.000170077 0.000104675 0.000107867 0.000153487 0.000113065 0.000174707 0.000110753 5.77947e-05
threshold=0.088610000000000008 -0.10708499999999999 0.10912000000000001 -0.074044999999999986 0.088465000000000002 -1.0000000180025095e-35 0.097480000000000011 1.0000000180025095e-35 0.084245000000000014 -0.091904999999999987 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -7 -10 -5
right_child=-2 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0025125180284185544 -0.0023785997600321292 -0.0031984577862120625 0.0061554969566187806 0.0023289190054885203 -0.0034700783330234544 0.0044953309549988904 0.0050924777543898654 -0.0028315124137601286 0.0020959633404829888 -0.0026942057431884872 -0.00160079884155792
leaf_weight=0.0011532055437438191 0.0010990979391245154 0.0010452141352340497 0.0010404441727576829 0.0010165058060147341 0.0011720714069497744 0.0013794333408949115 0.0010129698639719485 0.0013691872525274174 0.0011701775182723344 0.001566996746862624 0.0010622262248407566
leaf_count=117 443 142 179 257 543 267 86 311 100 624 52
internal_value=0 0.000190724 0.000454123 0.00226707 -0.00019467 0.000314215 0.000879168 0.000101166 0.00107658 -0.000646346 0.000320844
internal_weight=0 0.0129884 0.0118352 0.00311918 0.00871605 0.00754398 0.00649876 0.00548579 0.00411661 0.00273717 0.00207873
internal_count=3121 2678 2561 488 2073 1530 1388 1302 991 724 309
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=10
num_cat=0
split_feature=147 52 41 52 3 15 15 15 48
split_gain=4.91447e-05 8.57159e-05 0.000117818 0.000106975 8.48018e-05 0.000103556 0.000163858 9.10892e-05 7.89382e-05
threshold=0.089025000000000007 0.17829500000000004 0.075585000000000013 0.10347000000000002 -0.12018999999999998 -0.016799999999999995 -0.07490999999999999 0.013270000000000002 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10
leaf_value=0.0022671234989908571 0.0018872805623794558 -0.0029793538033131939 -0.0033446654774564916 0.003393049721232607 -0.0020021732520331893 0.0028404500128486969 -0.0048676773657961251 -0.00076698500989334307 0.0011060356550556918
leaf_weight=0.0015312004675280301 0.0013535113201188489 0.0011152325941755645 0.0010152334155524309 0.001153477487025289 0.001637706864447531 0.0015633398388256751 0.0011316383381779638 0.0015019063073330634 0.0019695642159215628
leaf_count=187 124 355 145 214 407 238 268 832 351
internal_value=0 -0.000210267 5.81746e-05 0.000387542 1.61809e-05 -0.000425461 -0.00139463 0.00107288 -0.000305096
internal_weight=0 0.0126193 0.0115041 0.0104888 0.00933536 0.00780416 0.00473891 0.00306525 0.00360727
internal_count=3121 2997 2642 2497 2283 2096 1026 1070 758
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=14
num_cat=0
split_feature=14 1 4 4 157 14 15 13 52 4 47 2 12
split_gain=0.000295829 0.000129462 0.000256345 0.000194371 0.0003293 0.00017373 0.000266327 0.000178438 0.000193941 0.000168328 0.000126881 0.000183107 7.40732e-05
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 -0.17966999999999997 -0.06266999999999999 -0.22253999999999999 -0.15026499999999995 -0.094514999999999988 0.077655000000000016 -0.49405499999999997 0.092530000000000015 0.089885000000000007 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 -6 -7 -8 10 -1 11 -9 -11
right_child=-2 3 -4 4 5 6 7 8 -10 12 -12 -13 -14
leaf_value=-0.00038034183892180737 -0.00081363812227533004 -0.00050231983121210087 -0.0006449223314062047 0.00095682186204580297 -0.00048339642853412488 0.00090661085216421329 0.00063646545297612082 -0.00032678485397923232 0.00058014556756864303 0.00068162370578673007 -0.00051411741175731653 0.00039517529595219157 8.8395166900449038e-05
leaf_weight=0.0012528387983985478 0.0011225863572953956 0.0011508559598043524 0.0019060250195822885 0.0012890838849105033 0.0011915239992857938 0.0011128196306138373 0.0011950147080223329 0.0019574704144781031 0.0010889531546966341 0.0010000021734506512 0.0017915268910023152 0.0016968676277088202 0.0011958436783333637
leaf_count=35 101 182 1276 160 90 173 107 341 113 206 119 121 97
internal_value=0 3.76917e-05 -0.000171515 0.000127497 0.000191509 9.31901e-05 0.000170884 6.49652e-05 -3.95444e-05 9.01286e-05 -0.000163457 8.45255e-06 0.000358555
internal_weight=0 0.0178288 0.00535471 0.0124741 0.0113233 0.0100342 0.00884265 0.00772983 0.00653482 0.00344868 0.00544586 0.00365434 0.00219585
internal_count=3121 3020 1614 1406 1224 1064 974 801 694 338 581 462 303
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=15
num_cat=0
split_feature=14 147 11 52 2 133 2 13 150 12 47 2 4 0
split_gain=0.000262643 0.000134943 0.000208802 0.000129727 0.000139281 0.000142484 0.000222955 0.000236751 0.000121911 0.00012416 0.000213361 0.000131249 0.000125115 5.77334e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.088215000000000002 0.25317500000000004 0.098035000000000011 0.099660000000000012 0.11215000000000001 -0.089109999999999981 0.088380000000000014 0.084100000000000022 0.092710000000000015 0.084055000000000005 0.09173000000000002 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 13 -8 9 10 11 -1 -11 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.00085730837293847251 -0.00087024356526414239 0.00050859460661239618 -0.00078537777951679711 -0.00055584540601660414 0.0011400869468253785 -0.00029525455918990809 0.00076370574528581315 -0.00029305416151798622 -0.00063480323575014269 -0.00061422342213661191 -0.00044240680144010114 7.2005276626953141e-05 0.00014797697378636534 0.00056335625439441481
leaf_weight=0.0014463369143590584 0.0010593779590504218 0.0017476895070749334 0.0010280022723812001 0.0010616702049943182 0.0010451559160387508 0.0010947663030949246 0.0010453935577794948 0.0018553557216978958 0.0010498027741116522 0.0015050553049828124 0.0010760646909451221 0.0012525509109774791 0.0012379549727958294 0.0011495843227891105
leaf_count=205 101 167 97 302 160 118 111 242 136 1153 61 145 62 61
internal_value=0 4.02607e-05 -1.13873e-05 4.23023e-05 8.84598e-05 0.000286032 0.000410922 8.77888e-05 -7.31498e-05 1.73117e-05 0.000226252 0.00049285 -0.000270233 0.000838001
internal_weight=0 0.0175954 0.0158477 0.0148197 0.013758 0.00619026 0.00509549 0.00290075 0.00756777 0.00651796 0.00377495 0.00269889 0.00274301 0.00219474
internal_count=3121 3020 2853 2756 2454 692 574 353 1762 1626 411 350 1215 221
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=10
num_cat=0
split_feature=1 4 159 4 15 1 3 2 133
split_gain=5.17975e-05 0.000165938 7.02691e-05 8.41523e-05 9.919e-05 0.000115152 0.00016081 0.000139686 6.21657e-05
threshold=0.077565000000000009 -0.083854999999999985 0.076905000000000015 -0.064054999999999987 -0.016799999999999995 0.11212500000000002 0.10542000000000001 0.089885000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 7 -7 -5 -1
right_child=2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0020663061951975898 -0.002501124383411454 -0.0040836973950271853 0.002831766511684652 -0.0010416202610965429 0.0031466639420692616 0.00023050085337746406 -0.0051689434138561044 0.0034632672498556612 -0.0013111197037522203
leaf_weight=0.0014506391733233571 0.0012905503635225477 0.0013966256786492027 0.0012419174932902224 0.0015622545930758284 0.0013773942205330125 0.0018445858782704465 0.001011803116240842 0.0017054368863420599 0.0011632288563245274
leaf_count=223 433 1283 299 209 148 177 83 136 130
internal_value=0 -0.001055 0.000408366 6.60488e-05 0.000507704 -8.5836e-05 -0.00168211 0.00130952 0.000563277
internal_weight=0 0.00401049 0.0100339 0.00879203 0.00750147 0.00612408 0.00285639 0.00326769 0.00261387
internal_count=3121 1636 1485 1186 753 605 260 345 353
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=13
num_cat=0
split_feature=14 1 4 157 0 16 0 151 2 3 4 2
split_gain=0.000274865 0.0001139 0.000199679 0.000127703 0.00016969 0.000299492 0.000197101 0.000176017 0.000168016 0.000145976 0.000127025 2.81999e-05
threshold=0.076175000000000007 0.077565000000000009 -0.083854999999999985 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 -0.15931499999999996 -0.0083949999999999979 1.0000000180025095e-35 0.083060000000000009 -0.49405499999999997 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 6 7 -5 -8 -7 -1 -12
right_child=-2 3 -4 4 -6 9 8 -9 -10 -11 11 -13
leaf_value=-0.00035809832739141297 -0.00083575574000978564 0.00062075839486356189 -0.00061677115081358353 -0.00055107314095851484 0.00060896456948469966 -0.00014625694149821141 0.00014229119814126691 0.00026332328630787832 0.00091701166365453011 -0.00093439250327243613 0.000137404360645839 0.00052860790212500388
leaf_weight=0.0011680382736674044 0.0010501008305081596 0.0013542196546013083 0.0017664956470478128 0.0013964273583155773 0.0014307527759743728 0.0015703240676316205 0.0017941228830050913 0.0015890397246240717 0.001392503521979315 0.0011330742834810836 0.0010348504417541692 0.0010293987458074305
leaf_count=35 101 195 1276 67 199 310 335 80 158 62 272 31
internal_value=0 4.70121e-05 -0.000164331 0.000137614 7.41296e-05 -1.20872e-05 0.000191366 -0.000117604 0.000480831 -0.000476588 8.29347e-05 0.00033249
internal_weight=0 0.0166592 0.00499878 0.0116605 0.0103062 0.00887549 0.00617209 0.00298547 0.00318663 0.0027034 0.00323229 0.00206425
internal_count=3121 3020 1614 1406 1211 1012 640 147 493 372 338 303
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=11
num_cat=0
split_feature=1 42 0 151 16 42 15 52 2 4
split_gain=5.45312e-05 0.000113801 0.000107809 7.96399e-05 0.00010423 7.59592e-05 0.000220351 8.36061e-05 6.49319e-05 6.06624e-05
threshold=0.12500000000000003 0.092620000000000022 -0.053834999999999994 -0.083274999999999988 -0.5048999999999999 0.083995000000000014 1.0000000180025095e-35 -0.081934999999999994 0.10097500000000002 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 7 -6 9 -9
right_child=2 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0026139828162837411 0.0042919294663036033 -0.0034087646365598728 -0.0006789270748247335 0.0041348320278726701 0.0031009504186592101 0.0028448388204899075 -0.005637031645510578 0.0030980398295023621 -0.0023102891426272213 -0.00070794123564583674
leaf_weight=0.0013432066732136762 0.0011559223902154322 0.0015345061064031803 0.001384771016657774 0.0010218488470401252 0.0013346923529662987 0.0011820367524091081 0.0010048609050872757 0.0010117806371206539 0.0015393058558368939 0.0015030392147381525
leaf_count=327 163 548 116 113 282 620 573 77 124 178
internal_value=0 -0.000362989 0.00158263 0.000107172 0.000532301 4.63742e-05 -0.000470994 0.000492324 -0.000366483 0.000823309
internal_weight=0 0.0114753 0.00254069 0.00994077 0.00859756 0.00757572 0.00639368 0.00538882 0.00405413 0.00251482
internal_count=3121 2842 279 2294 1967 1854 1234 661 379 255
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 2 2 15 0
split_gain=4.81983e-05 8.38974e-05 7.09624e-05 0.000110105 0.000139763 0.000114822 9.74116e-05 0.000142396 9.61681e-05
threshold=0.13686500000000004 0.11650500000000001 0.091530000000000014 0.080455000000000013 -0.070064999999999975 0.086950000000000013 0.089885000000000007 -0.095869999999999983 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9
right_child=-2 -3 -4 -5 6 -7 7 8 -10
leaf_value=0.0046982873258520144 0.0019647320726566956 -0.0031627140500635311 -0.0027450786555064666 -0.0031074879819395808 -0.0023281358428520354 0.00052143545216987565 -0.0027928718788583812 0.0033996995971683082 -0.00061268424286616897
leaf_weight=0.0015924396875718434 0.0013747226695725772 0.0010935819690595641 0.001016081395592454 0.001035568581191749 0.0019486894893394309 0.0016532164279797132 0.001084144420423018 0.0019390405070365303 0.0011867569493168029
leaf_count=444 169 121 294 150 801 587 135 338 82
internal_value=0 -0.000224852 5.55958e-05 0.000328177 0.000706501 0.00257075 -0.000275977 0.000673922 0.00187634
internal_weight=0 0.0125495 0.0114559 0.0104399 0.00940429 0.00324566 0.00615863 0.00420994 0.0031258
internal_count=3121 2952 2831 2537 2387 1031 1356 555 420
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=14
num_cat=0
split_feature=14 484 15 457 0 15 48 2 4 0 2 0 1
split_gain=0.000249308 0.000133847 0.000203135 0.000148929 0.000180635 0.000301277 0.000464296 0.000144441 0.000196581 0.000339364 0.000125008 0.000122987 0.000110393
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 0.10731 -0.49405499999999997 -0.060129999999999996 0.092120000000000021 -0.030209999999999997 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 12 8 -6 -10 11 -11 -7
right_child=-2 2 3 4 7 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00049719953865449539 -0.00082070134637197794 0.00069254811311935706 -0.00057059111969675843 -0.00047803692544541446 -0.00086544469863928004 0.00059952740245783115 -0.00024447381735891437 0.00032777456366367186 -0.00062975614437903399 0.0004307367486687826 0.00066236499178159384 -0.00035372560854353435 0.0013169834890361012
leaf_weight=0.0012167354095588409 0.0010045508914839343 0.0013783123508446871 0.0011041221252325309 0.0010176864233372163 0.0010355956582168702 0.0011152078930701239 0.0013324298605765783 0.0018986175598798075 0.0019524311032934707 0.0010300046361004789 0.0012608839839707287 0.0012258976711682491 0.0013017168388259059
leaf_count=480 101 228 147 86 102 55 58 295 1330 52 42 44 101
internal_value=0 3.74634e-05 7.90239e-05 1.97838e-05 6.92768e-05 0.000329492 0.000548679 -7.83362e-05 -0.000196871 -7.02771e-05 0.000240332 4.44587e-06 0.000985938
internal_weight=0 0.0168696 0.0156529 0.0142746 0.0131705 0.00476704 0.00374935 0.00840343 0.00650481 0.00546922 0.00351679 0.0022559 0.00241692
internal_count=3121 3020 2540 2312 2165 300 214 1865 1570 1468 138 96 156
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=14
num_cat=0
split_feature=14 2 484 131 4 3 12 4 160 160 0 52 3
split_gain=0.000333414 0.000196297 0.000160811 0.000185804 0.00016881 0.000292601 0.000224416 0.000173302 0.000148691 0.000195517 0.000253388 0.000243728 0.000217692
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0068949999999999992 0.088845000000000021 0.27044500000000005 0.11296500000000002 0.098810000000000023 0.09173000000000002 -0.091944999999999985 0.086870000000000017 -0.11991499999999998 0.096795000000000006 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 8 -4 10 -10 12 -12
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.00059924789947554387 -0.00091108231191932198 -0.00063213068217692851 -0.00040816724321043798 -0.00058074445463751157 0.0012559864503556811 -6.4251373774288462e-05 -0.00055089993955215481 -0.00038379984755466143 0.0011382477746609296 -0.00018902505369283899 0.00039690751409941847 0.00088210621313971553 -0.00058562370184081481
leaf_weight=0.0019386655786931958 0.0011749118976706044 0.0011720061839256167 0.0010014342970018466 0.0013442047244960178 0.001022204173609269 0.0010983551067332564 0.0017927190789298409 0.001719188314741966 0.0013993751973593333 0.0018033415173453193 0.0016593761458080503 0.0013807809937063098 0.001244734719294518
leaf_count=193 101 475 222 351 139 77 288 105 76 138 384 104 468
internal_value=0 6.44359e-05 2.11836e-06 5.01823e-05 0.000110239 0.000572162 2.86179e-05 0.00013039 0.000234523 0.00032048 0.000482121 0.000267841 -2.42165e-05
internal_weight=0 0.0185764 0.0166377 0.0154657 0.0141215 0.00212056 0.012001 0.0102082 0.00848904 0.00748761 0.00568427 0.00428489 0.00290411
internal_count=3121 3020 2827 2352 2001 216 1785 1497 1392 1170 1032 956 852
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=15
num_cat=0
split_feature=14 484 15 160 160 52 4 4 12 43 4 47 2 16
split_gain=0.000258 0.000146568 0.000187556 0.000147512 0.000200343 0.000165421 0.000265769 0.000199221 0.000250281 0.000220467 0.000144239 0.000244712 0.000244023 3.96766e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.091944999999999985 -0.027994999999999996 0.10744000000000002 -0.46376499999999993 -0.080924999999999983 -0.029094999999999999 -0.14968999999999996 0.0061450000000000003 0.092530000000000015 0.091185000000000002 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 13 -9 -10 -11 12 -12 -8
right_child=-2 2 3 4 5 -7 7 8 9 10 11 -13 -14 -15
leaf_value=-0.00057125322687890127 -0.00089907953227080317 0.00074807121886832299 -0.00062670768896260984 0.00079566426637711532 -0.00095663863290450701 0.00060403242674153589 0.00079533852863976383 -0.00086949266849671938 0.00075763611311242905 -0.00061037529985870939 0.0010615339399377335 -0.00064162676965890785 -0.00010358410187678098 0.00028404907951414449
leaf_weight=0.0012249842573430541 0.001050767033100585 0.001360202842549227 0.0010792626778957362 0.0012246394141759405 0.0010360636457846769 0.00141923098607566 0.0010200878828825616 0.0012411362855309933 0.0011817819873132258 0.0014965082746586159 0.0010691730342126246 0.001133416196499426 0.0014405479552422138 0.0010530561705190391
leaf_count=480 101 228 330 203 124 126 213 163 61 570 47 71 167 237
internal_value=0 4.43823e-05 9.22489e-05 3.0279e-05 8.35292e-05 1.14005e-05 -6.74132e-05 2.81993e-05 -0.000110903 3.80364e-05 -0.000127424 7.09596e-05 0.000392771 0.000535628
internal_weight=0 0.0169801 0.0157551 0.0143949 0.0133156 0.012091 0.0106718 0.00963571 0.00756256 0.00632143 0.00513965 0.00364314 0.00250972 0.00207314
internal_count=3121 3020 2540 2312 1982 1779 1653 1529 1079 916 855 285 214 450
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=15
num_cat=0
split_feature=14 43 3 3 12 0 2 1 16 48 52 3 47 3
split_gain=0.000300534 0.00011297 0.000152151 0.000176353 0.000244186 0.000283491 0.000185661 0.000237384 0.000140465 0.00016248 0.000154174 0.000139455 0.000115236 0.000108786
threshold=0.076175000000000007 0.18116500000000002 0.16158000000000003 -0.12018999999999998 -0.069644999999999985 -0.053834999999999994 0.10613000000000002 0.077845000000000011 -0.36241499999999999 0.085845000000000019 0.077655000000000016 0.10299500000000002 0.092165000000000011 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 7 -1 -6 10 12 -7 13 -10
right_child=-2 -3 -4 4 5 11 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00055900488165984083 -0.0008974270154886206 -0.00048883674603851296 0.00066109328389023637 0.00058973878806541698 -0.00049953091909560787 -0.0011781713106963473 0.00081609650279048274 0.00048228510533809984 -0.00052889131833292456 -0.00033507178162097632 0.00083024856215820671 -0.0002947711166532921 0.00054476557715670145 0.00024837528992502253
leaf_weight=0.0010744061244292108 0.0010604706247181453 0.0011080835781167473 0.0011937319539175447 0.001368850319700716 0.0014731588739524248 0.0010455631126153114 0.0014690049703651731 0.0015702207159895565 0.0010728230624194304 0.0018408596565623082 0.0010764409722773434 0.0010372200336643544 0.0010458074431226039 0.0010268805297641848
leaf_count=54 101 200 144 259 134 190 116 97 791 237 651 38 80 29
internal_value=0 3.85611e-05 7.4425e-05 2.80497e-05 -8.48193e-05 -0.000180816 0.000329525 5.92506e-05 -2.67557e-05 8.81205e-05 0.000272641 -0.000738241 8.18197e-05 -0.000148761
internal_weight=0 0.0174031 0.016295 0.0151012 0.0109876 0.00961875 0.00411363 0.00264463 0.00753597 0.00606281 0.00422195 0.00208278 0.00314551 0.0020997
internal_count=3121 3020 2820 2676 2409 2150 267 151 1922 1788 1551 228 900 820
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=16
num_cat=0
split_feature=133 14 45 3 48 50 15 3 16 0 15 42 1 48 15
split_gain=0.000436363 0.000265926 0.000232353 0.00037637 0.000258213 0.000273917 0.000403974 0.000202594 0.000177489 0.00023667 0.000315575 0.000200823 0.000195666 0.000140459 0.000112103
threshold=0.10622000000000002 0.076175000000000007 0.081955000000000014 0.16158000000000003 0.11951500000000001 0.083090000000000011 -0.15914499999999995 -0.15121499999999996 -0.40995499999999996 -0.10607499999999999 -0.079249999999999987 -0.088934999999999986 0.080585000000000004 0.086260000000000017 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 10 13 -11 14 -10 -13
right_child=-2 -3 -4 -5 -6 -7 7 8 9 11 -12 12 -14 -15 -16
leaf_value=0.00099277916849504566 -0.0011052813198405612 -0.00078501847834943641 -0.00070510817346172889 0.0010886166785772423 -0.000718343385678297 -0.00066622402547635983 0.00064521925206402649 -0.00064622679326852386 0.00042945040457418595 -0.0007102412291805231 0.0010509834913184179 6.3533091488529022e-05 -0.00041556726360215799 -0.00043627730374298443 0.00077019388114180206
leaf_weight=0.0016388945783423316 0.0010133632485080221 0.0010663451322168163 0.0010075407683807205 0.0011344298360612673 0.0011222805966681895 0.0011611843174711015 0.0016600346944164448 0.0010969012850795259 0.0011470256253965916 0.0013471347170060221 0.0014179497001922661 0.0018561460291223022 0.0017210926621988865 0.0010422479292382381 0.0010100656379952392
leaf_count=186 435 87 58 132 63 419 122 132 46 209 47 383 330 49 423
internal_value=0 4.36927e-05 9.18164e-05 0.000138081 7.16039e-05 0.00013032 0.000196684 9.05969e-05 4.05402e-06 7.88097e-05 0.000423629 -0.000130787 3.9379e-05 1.73032e-05 0.000312563
internal_weight=0 0.0194293 0.0183629 0.0173554 0.016221 0.0150987 0.0139375 0.0122986 0.0106386 0.00954166 0.00360722 0.00593444 0.0045873 0.00218927 0.00286621
internal_count=3121 2686 2599 2541 2409 2346 1927 1741 1619 1487 142 1345 1136 95 806
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=15
num_cat=0
split_feature=14 147 484 15 457 12 3 0 47 3 1 0 4 3
split_gain=0.000207726 0.000102604 0.000205251 0.000171682 0.000151073 0.000149799 0.000207592 0.000271116 0.000267657 0.000204768 0.00033364 0.000189132 0.000174476 8.49635e-05
threshold=0.062655000000000016 0.089025000000000007 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 0.092355000000000007 0.097915000000000016 -0.13027499999999997 0.092165000000000011 0.10732000000000001 0.11588000000000001 -0.070154999999999981 -0.35136499999999998 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 11 10 -7 -9 -13 -8
right_child=-2 -3 3 4 5 9 13 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00068897968402911063 -0.00070499329775583898 0.00050067869534617415 0.0006062306415619542 -0.00058595592637178168 0.00081071897788112393 -0.0011054686825664433 -0.00056257196840493436 -0.0006773984652515793 0.00076506074520898428 0.00032951357951217807 0.00013282894955882028 -0.00030214671603825212 0.00058651869829965341 7.2709173103050541e-05
leaf_weight=0.0010379776055897136 0.0010393685030082303 0.0011459961354196571 0.0013125384111005332 0.001060598087336692 0.0019211892574869669 0.0011869432114033221 0.0011777985914660505 0.001119444488196964 0.0011390586499793048 0.0010949415517416128 0.0010708934236856038 0.0011770439756668694 0.0011113674049531889 0.0010133419155838319
leaf_count=468 104 118 222 143 115 621 53 883 81 23 56 71 104 59
internal_value=0 3.63174e-05 1.81359e-06 5.16586e-05 -4.02247e-06 4.73592e-05 0.000159132 0.000304089 9.00252e-05 -0.000241318 -0.000518143 -0.000135602 0.000129434 -0.000268772
internal_weight=0 0.0165691 0.0154231 0.0143852 0.0130726 0.012012 0.00865924 0.0064681 0.00454691 0.00335278 0.00225784 0.00340786 0.00228841 0.00219114
internal_count=3121 3017 2899 2431 2209 2066 1366 1254 1139 700 677 1058 175 112
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=17
num_cat=0
split_feature=133 14 484 133 1374 1 4 457 4 13 3 16 15 0 47 4
split_gain=0.000393424 0.00038206 0.000357759 0.000309144 0.000264495 0.000241027 0.000373239 0.00024806 0.000246735 0.00023433 0.000196735 0.000175314 0.000169687 0.000512929 0.000217408 7.03688e-05
threshold=0.10622000000000002 0.076175000000000007 -0.0068949999999999992 0.092845000000000011 -0.08070999999999999 0.077565000000000009 -0.083854999999999985 0.045365000000000009 0.27044500000000005 0.090705000000000008 0.11296500000000002 -0.27167499999999994 -0.076244999999999993 -0.10474999999999998 0.085270000000000026 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 8 11 -6 -10 -7 15 -14 -15 -13
right_child=-2 -3 3 -5 5 7 -8 -9 10 -11 -12 12 13 14 -16 -17
leaf_value=-0.00068810846285828912 -0.00099297715331226732 -0.00087500197561344835 -0.00071645190509017067 0.0010111867440629073 -0.00025469109160576917 -0.00060313394599019281 -0.00080737150680569884 0.00095209800079751165 0.00097452351655847452 0.00073595772448179029 7.2087971190537255e-05 -0.00054931848884032697 0.0012992945044751239 -0.0004376521642567097 0.0004301792056825007 6.0982268406180128e-05
leaf_weight=0.0015530286613017258 0.0011216054981009046 0.0012433687189683509 0.0010658910836589533 0.0011773199708756182 0.0014945070514645886 0.0010732249725791069 0.0017019848978658365 0.0014339466916652452 0.0017791465312963261 0.0013017393030736457 0.001164685901582363 0.0011191902619982989 0.0011748885031384014 0.0017098493042897039 0.0016555410362584649 0.0010833546090336377
leaf_count=416 435 87 53 106 203 34 745 129 160 22 87 134 41 366 69 34
internal_value=0 4.37555e-05 9.9512e-05 0.000164111 0.000107951 0.000160594 -0.000177124 0.000285177 0.000196298 0.000206487 0.000617488 3.76611e-05 0.000139654 0.000328259 -1.07387e-05 -0.000249133
internal_weight=0 0.0217317 0.0204883 0.0189353 0.017758 0.0166921 0.00449823 0.0121938 0.0107599 0.00279625 0.00294383 0.00781605 0.00674282 0.00454028 0.00336539 0.00220254
internal_count=3121 2686 2599 2183 2077 2024 970 1054 925 225 247 678 644 476 435 168
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=11
num_cat=0
split_feature=4 160 52 4 15 15 151 0 13 3
split_gain=5.87637e-05 7.0207e-05 0.000103228 9.9984e-05 0.000127578 0.00015465 8.56843e-05 7.93412e-05 7.14919e-05 4.43453e-05
threshold=0.27287000000000006 -0.090969999999999981 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.089964999999999976 -0.0017399999999999998 -0.060129999999999996 -0.019614999999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -6 -2
right_child=9 2 -4 4 7 -7 -8 -9 -10 -11
leaf_value=-0.0035085043763060696 4.7556270163590843e-05 -0.0033465097982176436 0.0031168044763011343 0.003125718302655788 0.0024103665276684312 -0.0046867907889073402 -0.001490926948058559 0.0039208367563756952 -0.0020662783213774923 0.0030621089183692838
leaf_weight=0.0010027185126761243 0.0014868674756309819 0.0016088985665301276 0.0013014492995670193 0.0010000133998805914 0.001085887123094674 0.0014483103200317029 0.0015249972447013115 0.0014398215493160857 0.0010582249465891716 0.0014461111627905128
leaf_count=412 83 190 204 140 548 438 264 85 488 269
internal_value=0 -0.000410241 -0.00011345 -0.000572096 1.85619e-05 -0.00149392 0.000337464 0.00169537 0.000200922 0.00153389
internal_weight=0 0.0114703 0.0104676 0.00916615 0.00755725 0.00397332 0.00252501 0.00358393 0.00214411 0.00293298
internal_count=3121 2769 2357 2153 1963 842 404 1121 1036 352
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=15
num_cat=0
split_feature=14 376 147 484 48 4 40 52 3 2 2 0 2 2
split_gain=0.000312332 0.000184305 0.000194233 0.000271258 0.00028037 0.000259207 0.000254116 0.000248174 0.000409123 0.000322298 0.000233107 0.000355725 8.86704e-05 0.000229219
threshold=0.076175000000000007 0.088470000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.0036699999999999992 0.11434500000000002 0.10542000000000001 0.10276500000000001 0.084245000000000014 -0.10151999999999999 0.092755000000000018 0.088930000000000023
decision_type=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 10 11 -8 13 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.00085626011256628677 -0.00084179596487360571 0.00066380397057010738 0.00050985774921726349 -0.00073537867438564267 -0.00080490838913353595 0.00067532066459096655 0.00067833625047489232 -0.00069973818243401233 0.00086536012066816526 0.00072144371990979963 -0.00087672433132529495 -0.00039865362244515754 -0.00089994547393697525 0.0001835791304027433
leaf_weight=0.0011241630001109114 0.0012000124096011025 0.0012342197193632191 0.0018448953800289649 0.0012609163647611952 0.0011324577120105728 0.0016900868372409479 0.0017068058654245988 0.0010909335846939353 0.0017902878332204395 0.0013700787408199404 0.0010582760308129073 0.0017289784717468707 0.0010079510667338927 0.0012401820157813478
leaf_count=453 101 64 165 183 55 201 36 312 72 241 447 457 144 190
internal_value=0 3.8148e-05 -4.64243e-06 -6.32309e-05 -4.10134e-06 6.09336e-05 -2.38005e-05 5.78151e-05 0.000141272 -1.85258e-05 -0.000168895 0.000136366 -0.0004861 -0.000304615
internal_weight=0 0.0192802 0.018046 0.0162011 0.015077 0.0139445 0.0122544 0.0109935 0.00990256 0.00811227 0.00674219 0.00343578 0.00330641 0.00229846
internal_count=3121 3020 2956 2791 2338 2283 2082 1899 1587 1515 1274 493 781 637
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=15
num_cat=0
split_feature=14 484 15 11 3 457 0 4 0 15 40 47 13 42
split_gain=0.000264121 0.000138475 0.0001868 0.000168077 0.000208821 0.000301544 0.000213468 0.000324848 0.000247303 0.000303474 0.000211562 0.000227083 0.000381353 0.000183235
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 0.081365000000000007 -0.12018999999999998 -0.0029299999999999994 -0.10151999999999999 -0.0016099999999999997 -0.11756999999999999 -0.095869999999999983 -0.074429999999999982 0.13082500000000002 -0.084034999999999985 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 13 -6 7 -7 9 -9 -8 12 -12 -4
right_child=-2 2 3 -5 5 6 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.00048099100424366082 -0.00082995932077808586 0.00065112708298616594 0.0009403195462221669 -0.00063255182194528936 -0.00089036804160882229 0.0011268072764181909 0.00053655178326741731 -0.00082796973017381043 0.00072388707316251553 0.00031239208307072249 2.1497943634910361e-05 0.00032403071737832672 -0.0010650098002811064 6.6970596340437796e-05
leaf_weight=0.0013315754732472649 0.0010359636103622885 0.0014627824699618109 0.0013109069364674016 0.001015784338678217 0.0010280078877939755 0.0010789677711677825 0.0010158213604709596 0.0011817660938979735 0.0011806499302019786 0.0014622748538914987 0.0018375324505516197 0.001209802408208227 0.0017822239879320455 0.0013822086742649731
leaf_count=480 101 228 60 113 144 84 91 72 63 77 363 39 1167 39
internal_value=0 3.86554e-05 7.94814e-05 2.54844e-05 7.16776e-05 -2.44587e-05 5.83544e-05 0.000315842 8.70642e-05 -0.000197298 -0.000157651 -0.000303665 -0.000513455 0.000492084
internal_weight=0 0.0182803 0.0169487 0.0154859 0.0144702 0.011777 0.010749 0.00490366 0.00382469 0.00264404 0.00584538 0.00482956 0.00361976 0.00269312
internal_count=3121 3020 2540 2312 2199 2100 1956 296 212 149 1660 1569 1530 99
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=16
num_cat=0
split_feature=14 124 133 42 123 484 15 15 43 16 49 13 12 151 0
split_gain=0.00024693 0.000149735 0.000266206 0.000214382 0.000239024 0.000209969 0.000197 0.000170501 0.000244878 0.000284843 0.000221862 0.000157822 0.000244983 0.000119696 0.000110197
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 -0.093284999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -0.095869999999999983 -0.20207499999999998 0.22339500000000004 -0.052259999999999994 -0.10664 0.081420000000000006 -0.0077149999999999988 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 14 -9 10 13 -12 -13 -10 -8
right_child=-2 -3 -4 4 -6 6 7 8 9 -11 11 12 -14 -15 -16
leaf_value=-0.00070830153415879493 -0.00081403353070333645 0.00068870120206453048 -0.00082168062439122468 -0.00068245278109706523 0.00088729516236667888 0.00075882321270170526 -0.00078871921895600102 0.00095536237929273434 -0.00067472646449220561 -0.00071548617014798293 0.0010035151228652292 0.000614804930556695 -0.00038704123408810792 0.00012538004955863809 -4.8665309743527738e-05
leaf_weight=0.0010306014135153052 0.0010872135989469225 0.0010190264518098935 0.0011126477223511342 0.0010924887595074846 0.0011172935476125466 0.0012865844837894351 0.0010565040941994397 0.0010214005686108854 0.0010507533206106368 0.0012425173058992992 0.0010839771420249047 0.0019408858227514389 0.0011958201528267133 0.001230697148065508 0.0014431384443495841
leaf_count=211 101 71 455 381 186 138 41 46 83 246 55 96 749 90 172
internal_value=0 4.05325e-05 1.46187e-06 5.94551e-05 0.000113055 4.96573e-05 0.000113377 3.96641e-05 0.000154044 4.83626e-05 0.000194329 0.000430789 0.000232867 -0.00024312 -0.000361458
internal_weight=0 0.0179243 0.0169053 0.0157927 0.0147621 0.0136448 0.0125523 0.0112657 0.00876605 0.00774465 0.00650213 0.00422068 0.00313671 0.00228145 0.00249964
internal_count=3121 3020 2949 2494 2283 2097 1716 1578 1365 1319 1073 900 845 173 213
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=11
num_cat=0
split_feature=484 15 15 15 52 49 42 2 12 0
split_gain=8.60537e-05 8.99906e-05 7.65138e-05 9.64814e-05 0.000141847 0.000104959 0.000169813 0.000119558 9.93342e-05 7.26288e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.066844999999999988 -0.006494999999999999 0.084050000000000014 0.10097500000000002 0.051320000000000005 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 7 8 -7 -6
right_child=1 2 3 5 9 6 -8 -9 -10 -11
leaf_value=-0.0044825249821773159 0.0039029358948333547 -0.003907867495333308 -0.00084329271303805193 -0.0043797059379971186 0.0020652813157737908 0.0073278917983243541 -0.0050594686558500575 -0.0020872775963911442 0.0010248401235429716 0.0079360264695252317
leaf_weight=0.0010115321561874552 0.0015530761733435474 0.0012251784322210675 0.0020064897181333707 0.0016472289671957997 0.001045984809540032 0.001136560226677772 0.0011671996335885382 0.001288024892429511 0.001406423769765075 0.0010734656391068985
leaf_count=503 232 187 381 212 102 77 541 158 513 215
internal_value=0 0.000311644 -0.000153285 0.000273776 0.00217823 -0.000908639 0.000235299 0.00184846 0.00384192 0.00503871
internal_weight=0 0.0135496 0.0119966 0.0107714 0.00412594 0.00664544 0.00499821 0.00383101 0.00254298 0.00211945
internal_count=3121 2618 2386 2199 698 1501 1289 748 590 317
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=11
num_cat=0
split_feature=484 15 11 160 13 1 15 151 12 15
split_gain=7.03229e-05 7.3317e-05 7.23435e-05 9.40821e-05 0.000140772 0.000183849 0.000115234 0.000100169 0.000157115 8.44418e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.078340000000000007 -0.082869999999999985 -0.084034999999999985 0.083345000000000016 1.0000000180025095e-35 -0.0083949999999999979 0.051320000000000005 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -6 9 -9
right_child=1 2 -4 4 6 -7 -8 8 -10 -11
leaf_value=-0.0035404706187699289 0.0030766769395841136 -0.0036060161592893088 -0.0035247970457459202 0.00038749882174895454 -0.0027619786132709909 0.0075317233884927455 -0.0040933902849958539 0.00079499244434318606 -0.003157568437065804 0.0053285217581621521
leaf_weight=0.0010038506688315125 0.0015441337556522704 0.0011003005296518912 0.001081141897829597 0.0017306620012840258 0.0013871701501574213 0.0011373085266573602 0.0013157676441376553 0.0015674544639827648 0.0010291877247838748 0.0015637471931374074
leaf_count=503 232 417 160 258 204 175 690 99 305 78
internal_value=0 0.000246742 -0.000120075 0.000219763 0.000652337 0.00322058 -0.000420851 0.0004502 0.00152121 0.00305907
internal_weight=0 0.0134569 0.0119127 0.0108316 0.0097313 0.00286797 0.00686333 0.00554756 0.00416039 0.0031312
internal_count=3121 2618 2386 2226 1809 433 1376 686 482 177
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=12
num_cat=0
split_feature=132 42 40 160 474 0 48 3 3 15 48
split_gain=5.27518e-05 8.25852e-05 0.000175073 0.000105613 0.000150074 0.000118428 0.000108215 0.000119349 0.000102049 9.75581e-05 4.36725e-05
threshold=0.081240000000000021 -0.088934999999999986 -0.013874999999999998 -1.0000000180025095e-35 0.079590000000000008 0.12113000000000002 0.092150000000000024 -0.074084999999999998 0.096675000000000011 -0.055554999999999993 0.11454000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -9 -5 -8
right_child=-2 2 3 5 -6 -7 10 8 -10 -11 -12
leaf_value=-0.0037455598497579757 0.0029365011987613756 0.0045567257671235567 -0.0066317836807490149 0.00095441967898798733 0.00064984391216125689 -0.0040408532384669993 -0.0037959584680936878 -0.0026677604769494759 0.0030907589752367805 0.0065464922827962006 0.0002677703592405882
leaf_weight=0.0012236854972567839 0.0011083871087002933 0.0015217909755093221 0.0012089556662438364 0.001085255572579851 0.0010469440833296983 0.0011336743227284285 0.0010810221422938582 0.0014253463650855626 0.0010664736402120067 0.0014376478405483274 0.0010178140816951703
leaf_count=298 321 267 506 184 233 91 98 245 111 709 58
internal_value=0 -0.000260941 9.36626e-05 -0.000552987 -0.00325244 0.000185406 0.000858936 0.00198238 -0.000203173 0.004141 -0.00182529
internal_weight=0 0.0132486 0.0120249 0.0105031 0.0022559 0.00824723 0.00711356 0.00501472 0.00249182 0.0025229 0.00209884
internal_count=3121 2800 2502 2235 739 1496 1405 1249 356 893 156
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=10
num_cat=0
split_feature=1 4 43 151 150 151 16 51 4
split_gain=4.92558e-05 0.000166844 7.73501e-05 7.61604e-05 0.000131322 0.000127172 0.000127042 0.000223232 5.69237e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.043560000000000008 0.081835000000000019 -0.0096649999999999982 -0.056919999999999991 -0.063174999999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 8 -8 -7
right_child=3 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0013421841847723397 -0.0038689447426788173 -0.0046721360963339707 0.0029306607146689012 -0.0021750350871152396 0.0037323717423322026 0.00096073208600564656 0.0017032301334512911 -0.0055589960940912791 0.0044886326530633562
leaf_weight=0.0014115826735821364 0.0010781492111348609 0.0013983938010206768 0.0012473659905403167 0.0014746502353062399 0.0019748488947065046 0.0014773032510136206 0.0017276731377050686 0.0010721288511591348 0.0013851282601932803
leaf_count=317 126 1283 36 106 229 351 248 241 184
internal_value=0 -0.00117626 0.000662293 0.000452551 0.000897149 6.64635e-05 0.000815807 -0.0010777 0.00266788
internal_weight=0 0.00405734 0.00265895 0.0101899 0.00871523 0.00674038 0.00566223 0.0027998 0.00286243
internal_count=3121 1636 353 1485 1379 1150 1024 489 535
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=11
num_cat=0
split_feature=47 52 42 2 0 13 1 48 15 12
split_gain=5.11778e-05 8.8869e-05 0.000111339 8.79388e-05 0.000176199 0.000157117 0.000154052 0.000120275 9.90267e-05 0.000102547
threshold=0.13148500000000005 0.11434500000000002 0.097315000000000026 0.092120000000000021 -0.13455999999999999 -0.0057949999999999989 0.11061500000000002 0.085325000000000012 -0.10091499999999999 0.083370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 -1 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=0.003061906894133173 -0.0030260246556131861 -0.0030917138942319852 0.0049196939493190654 0.0018619682312195952 0.0070048400212098724 0.00017922583830715376 -0.005731612783138329 -0.0057115157304592507 0.00081227149068039133 -0.0049927194042943173
leaf_weight=0.0014208335202533793 0.001113899835247594 0.0015136498777972773 0.0011934066903696314 0.0013008707467734304 0.0016006943861624282 0.0013206181793173448 0.0010248653935581442 0.0010073747876197907 0.0014908174098070995 0.0011618302117661432
leaf_count=92 65 476 334 127 286 286 81 211 163 1000
internal_value=0 0.000245175 0.00068357 0.000194079 0.00152416 0.00391923 -0.00148424 -0.00117951 -5.87418e-05 -0.00173025
internal_weight=0 0.013035 0.0115213 0.0103279 0.00524705 0.00292131 0.00232574 0.00508086 0.00407348 0.00265265
internal_count=3121 3056 2580 2246 780 572 208 1466 1255 1163
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=14
num_cat=0
split_feature=14 52 157 376 3 457 16 2 1 0 11 15 48
split_gain=0.000280878 0.000130679 0.000245512 0.000256598 0.000186567 0.000166381 0.000187795 0.00022165 0.000218901 0.00014011 0.000201284 0.000136065 0.000156424
threshold=0.076175000000000007 -0.38533999999999996 -0.073574999999999988 0.048375000000000008 -0.12018999999999998 -0.0029299999999999994 -0.056919999999999991 0.097845000000000015 0.077565000000000009 0.11070500000000001 0.08765000000000002 -0.11713499999999999 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 8 -8 -7 10 -4 -10 -13
right_child=-2 2 3 -5 5 6 7 -9 11 -11 -12 12 -14
leaf_value=-0.00048233443605322419 -0.00079833006792363339 0.00071054406962867524 0.0010409483764548932 0.00073328158147010244 -0.0007992759540511353 -0.0006121256691582023 -0.00085664970425693989 4.3450416839072332e-05 -0.00019066540178143716 -0.00017268969846608706 8.5760000866543408e-06 0.00073374052784716483 -1.9478509340706099e-05
leaf_weight=0.0012050448791529255 0.001170450025125779 0.0016020151782992443 0.001113091743343282 0.0012848152331490703 0.0010404058975465131 0.0010190307895044113 0.0015952895473301349 0.0014742894685420543 0.0014011171730886063 0.0011615566337468408 0.0010078264430699591 0.0019404198489294394 0.0012825710169477866
leaf_count=321 101 310 90 147 138 768 470 174 145 32 51 312 62
internal_value=0 4.90247e-05 8.92392e-05 1.97342e-05 -5.05945e-05 -0.000166742 -9.12096e-05 -0.00042434 8.99965e-05 0.000294511 0.000550382 0.000244726 0.000434001
internal_weight=0 0.0171275 0.0159224 0.0143204 0.0130356 0.00975312 0.00871272 0.00306958 0.00564314 0.00328247 0.00212092 0.00462411 0.00322299
internal_count=3121 3020 2699 2389 2242 2069 1931 644 1287 173 141 519 374
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=11
num_cat=0
split_feature=43 2 13 160 15 1 1 16 1 4
split_gain=5.60119e-05 7.4397e-05 0.000118035 9.27925e-05 8.44096e-05 7.81983e-05 0.000110144 0.000145967 7.81118e-05 5.62297e-05
threshold=0.16180500000000003 0.098035000000000011 -0.08971999999999998 0.086075000000000013 -0.074054999999999996 0.077565000000000009 0.10638500000000002 -0.056919999999999991 0.12958500000000003 -0.049534999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 7 -7 -8 -6
right_child=-2 2 4 -5 9 6 8 -9 -10 -11
leaf_value=-0.002678125059954844 -0.0030199939435354632 0.0042391933567546055 0.002355757465972472 -0.0042549280236872274 -0.0035335240754979192 0.0062282404179052004 -0.0034461085302452893 -0.00039198857569503116 0.0011927433404711077 0.00071208909818112497
leaf_weight=0.0015114093305215745 0.0010106220376395877 0.0017463919165601333 0.0016491987492583491 0.0010731222292079297 0.0012110098267720006 0.0011486691180929848 0.0012806418489210991 0.0011972822061117744 0.0012751331949816015 0.001004609226073973
leaf_count=1032 218 184 290 221 208 287 134 279 79 189
internal_value=0 0.000221675 0.00137665 -0.000644015 8.31478e-05 -3.97935e-05 0.000773716 0.00284953 -0.00113168 -0.00160847
internal_weight=0 0.0130975 0.00561121 0.00748626 0.00386482 0.00641314 0.00490173 0.00234595 0.00255578 0.00221562
internal_count=3121 2903 871 2032 687 1811 779 566 213 397
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=17
num_cat=0
split_feature=124 14 133 47 52 42 0 131 13 3 49 4 4 52 0 150
split_gain=0.000314792 0.000278704 0.000282212 0.000297159 0.000224389 0.000285174 0.000227775 0.000201434 0.000218299 0.000233185 0.000228459 0.000164267 0.000244818 0.00023387 0.000468844 0.000311062
threshold=0.093335000000000015 0.076175000000000007 0.10622000000000002 0.13148500000000005 0.11434500000000002 0.097315000000000026 -0.088099999999999984 0.082070000000000018 -0.17933499999999997 0.11924500000000002 0.0034800000000000005 -0.35136499999999998 -0.083854999999999985 -0.049749999999999996 -0.10151999999999999 0.086845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 10 11 -10 -13 15 -15 -14
right_child=-2 -3 -4 -5 6 -7 -8 -9 9 -11 -12 12 13 14 -16 -17
leaf_value=0.00073791960972961084 0.00099159714262512882 -0.00089495383979327776 -0.0009529619918312018 -0.00092351876552296025 0.00017454395689012311 0.00099001175328693159 -0.0010303109919679724 -0.00068388777808528706 -0.00058585121064868022 -0.00068534745737676905 0.0009256221009766426 0.00081610644377124765 0.00096361954015073651 0.00017946020627867686 -0.0013365954233903808 -0.00030827252480648175
leaf_weight=0.0019298681822877096 0.0010127889350180211 0.0012902137923214143 0.0010217277397731169 0.0010213194495369829 0.001022523543122128 0.0013561562270314508 0.0011250395106391911 0.001030218679374654 0.0011748518956005123 0.001255444511305547 0.0011723673592982731 0.0015263392439471444 0.0014384716032926114 0.0019231236346639591 0.0010917333704146782 0.0012075114502247963
leaf_count=109 54 101 417 46 130 160 250 253 149 45 360 198 206 92 504 47
internal_value=0 -6.35425e-05 -7.95271e-06 4.48814e-05 0.000102205 0.000181654 -0.000456641 0.000101926 0.000165572 6.32016e-05 0.000161767 5.46736e-05 0.000159377 -1.76979e-05 -0.000369531 0.000383183
internal_weight=0 0.0205869 0.0192967 0.018275 0.0172536 0.0151061 0.00214756 0.0137499 0.0127197 0.0107898 0.0095344 0.00836203 0.00718718 0.00566084 0.00301486 0.00264598
internal_count=3121 3067 2966 2549 2503 2123 380 1963 1710 1601 1556 1196 1047 849 596 253
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=11
num_cat=0
split_feature=133 3 0 1 15 15 3 47 2 16
split_gain=5.07465e-05 7.46705e-05 6.90379e-05 0.000108532 9.48805e-05 0.000144212 9.82614e-05 0.000120008 9.50258e-05 9.1437e-05
threshold=0.099660000000000012 -0.20241999999999996 0.056435000000000006 1.0000000180025095e-35 0.024640000000000006 -0.016799999999999995 0.097915000000000016 0.086785000000000015 0.089885000000000007 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.003472302379683928 -0.0029180678724474753 -0.0037759515893219923 0.0029000185145928612 -0.0026182827154904512 -0.0034109531889166852 0.0047706649183063433 0.0006383327935810066 -0.0055687498814821698 0.0038746695395967825 0.0021939369928066434
leaf_weight=0.0011736507734361199 0.0010202546535159332 0.0015439575804062607 0.0012532122427159351 0.001553054613683171 0.0012194347582947665 0.0012969464363038613 0.0011510919531652827 0.0011308066591961818 0.0014388267054284542 0.0013530909789387846
leaf_count=136 483 1232 88 149 304 164 121 75 188 181
internal_value=0 0.000215219 -0.000104927 -0.000457295 0.000103103 0.000643899 -0.000163752 -0.00243762 0.00103044 -0.00037773
internal_weight=0 0.0131141 0.0119404 0.0106872 0.00914325 0.00792382 0.00662687 0.0022819 0.00434497 0.00290615
internal_count=3121 2638 2502 2414 1182 878 714 196 518 330
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=14
num_cat=0
split_feature=14 376 4 484 160 133 151 4 52 49 2 3 3
split_gain=0.000339817 0.000120433 0.000214921 0.000172338 0.000230586 0.000246848 0.00019904 0.000152821 0.000347946 0.000386036 0.000180434 0.000350282 0.000149364
threshold=0.076175000000000007 0.088470000000000007 -0.49405499999999997 0.085515000000000022 -0.081639999999999976 -0.0061299999999999992 -0.086029999999999981 0.0052350000000000009 0.077655000000000016 -0.072814999999999977 0.113445 0.090900000000000009 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 9 -8 11 12 -9
right_child=-2 -3 3 -5 5 6 7 10 -10 -11 -12 -13 -14
leaf_value=-0.00071015873703501799 -0.00093321319991994834 0.00058388163904453947 -0.00077513516341168949 0.00060150809996145887 -0.00066228223068084274 -0.00046287283802148019 0.00032443653228042546 0.00070830107744230847 0.00052199510191851164 -0.0010377576945128364 -8.8067528075578473e-05 0.0013140321329637096 -8.1286439440975613e-05
leaf_weight=0.0011277005998631085 0.0010965336021600538 0.0011353780351460721 0.0010312045413836601 0.0015505702992138467 0.0012325642394368621 0.0013971008099397967 0.0010781393622915367 0.0012153514193506965 0.0019624918866699148 0.0013847867765141271 0.0015586131315249788 0.001334890711774922 0.0016401449946153845
leaf_count=153 101 64 360 307 681 144 93 43 290 483 168 51 183
internal_value=0 4.61171e-05 9.14345e-06 6.18644e-05 1.38463e-06 6.39233e-05 0.000141277 0.000224235 -1.42075e-05 -0.000441461 0.000407782 0.000592213 0.000254776
internal_weight=0 0.0176489 0.0165136 0.0153859 0.0138353 0.0128041 0.0115715 0.0101744 0.00442542 0.00246293 0.005749 0.00419039 0.0028555
internal_count=3121 3020 2956 2803 2496 2136 1455 1311 866 576 445 277 226
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=14
num_cat=0
split_feature=14 147 484 48 4 15 0 2 16 0 47 4 2
split_gain=0.000235864 0.000119746 0.00019197 0.000158937 0.000221838 0.000212052 0.000250401 0.000238302 0.000209372 0.000179933 0.000137243 0.000118894 0.000170156
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.084145000000000011 -0.094359999999999986 -0.060129999999999996 0.085270000000000026 -0.49405499999999997 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9 -8 11 -11 -13
right_child=-2 -3 3 -5 -6 6 9 8 -10 10 -12 12 -14
leaf_value=-0.00074200579357645662 -0.00080252049813417403 0.00049787761308183929 -0.00072006036858548853 -0.00062562021708830687 0.00073697173519401407 0.0012077639094546008 -0.0005506637121000462 -0.00036025323523268429 0.00070687206496740623 -0.00052467675650348222 0.0005427073518823334 0.0005072778628247461 -0.00040645745452466057
leaf_weight=0.0010394112767421236 0.0011059734827450476 0.0016540028930205333 0.0011130258219437432 0.001025330420353022 0.0015271477835859084 0.001030350713193684 0.0019528196082760395 0.0011424450877924319 0.0011776496248435686 0.0013377441068675999 0.0014636730697530353 0.0015369539706434681 0.0011048483830887745
leaf_count=459 101 167 156 68 224 26 1397 64 93 111 64 57 134
internal_value=0 4.3717e-05 -4.89886e-06 4.82622e-05 9.98772e-05 1.78386e-05 9.42637e-05 0.000497038 0.000181406 -8.81952e-05 7.77209e-05 -9.33007e-05 0.000125138
internal_weight=0 0.0171054 0.0154514 0.014412 0.0133867 0.0118595 0.0107465 0.00335045 0.00232009 0.00739604 0.00544322 0.00397955 0.0026418
internal_count=3121 3020 2853 2394 2326 2102 1946 183 157 1763 366 302 191
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=15
num_cat=0
split_feature=14 147 11 3 376 52 2 1 16 47 16 3 43 3
split_gain=0.000309096 0.000158574 0.000216843 0.000171079 0.000199176 0.000218227 0.00018476 0.000170057 0.000327242 0.000222901 0.000197108 0.000250845 0.000124124 0.00012143
threshold=0.076175000000000007 0.089025000000000007 0.088215000000000002 -0.13927999999999999 0.048375000000000008 0.14295500000000003 0.10467500000000002 0.13146500000000003 0.22339500000000004 0.092530000000000015 -0.094359999999999986 0.090900000000000009 -0.084004999999999982 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 9 10 13 12 -12 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-7.8597151782520678e-06 -0.00091368161884616741 0.00068949304795120606 -0.00081800146484309582 0.00015285336193124812 0.00061306298687654808 -0.00085273004462736452 0.0010782822517368697 0.00064387120143009186 -0.0010793971863117654 -0.00066960234229585761 0.00048135932503248855 0.00089177438964460273 -0.00031741875177563028 -0.0006339648006563974
leaf_weight=0.0010480677818884799 0.001201113841207079 0.0012490527062025683 0.0010212465897598824 0.0013084087511590061 0.001526024905583216 0.0011727574951215609 0.00109153528369621 0.0011947342285532981 0.0010302198344470459 0.0013436763612765246 0.0011479375575823595 0.001916064995157285 0.0015758799139228025 0.0013716007336483926
leaf_count=70 101 118 98 236 150 340 65 149 290 142 317 65 946 34
internal_value=0 5.44025e-05 7.03841e-06 6.06134e-05 -1.58592e-05 -9.54321e-05 0.000546244 -1.38667e-05 -9.49312e-05 2.21356e-05 0.000149115 0.000379547 1.92218e-05 -0.000249832
internal_weight=0 0.0179972 0.0167482 0.0157269 0.0135873 0.0120613 0.0021396 0.0108885 0.00969379 0.00866357 0.00731989 0.00463988 0.00272382 0.00268001
internal_count=3121 3020 2902 2804 2669 2519 135 2179 2030 1740 1598 1328 1263 270
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 0 52 13 16 2 2
split_gain=5.64899e-05 0.000105522 9.10103e-05 0.000105713 0.000183693 9.46972e-05 7.56732e-05 0.000115746 0.000158036 8.88481e-05 6.50382e-05
threshold=-0.28430999999999995 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.06563999999999999 0.070205000000000017 -0.092094999999999982 -0.094359999999999986 0.11093500000000002 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 6 -6 7 -5 -9 -8 -2
right_child=1 -3 3 4 5 -7 9 8 -10 -11 -12
leaf_value=-0.0024060220531737161 3.2859220647997369e-05 0.0032577720813729821 0.0023300540600978054 0.0019466343876299011 -0.0012906579046071103 -0.0057982701123627254 -0.00026652756940846555 -0.0053414279354271343 -0.00016059761272177114 0.0036762180575845333 0.0038544429661150105
leaf_weight=0.0010387093562384065 0.001013401084772496 0.0011561327768886869 0.0012808622417281893 0.0010781405852678594 0.0010019650422097614 0.0011280886436209406 0.0016495002810812329 0.0010925111627780814 0.0017349689827219528 0.0010747458255784131 0.0010147627840702972
leaf_count=344 217 163 111 167 322 150 717 169 551 71 139
internal_value=0 0.000178244 -0.000116756 -0.000533203 -0.000951864 -0.00367792 -7.60337e-05 -0.00102812 -0.00216242 0.00128893 0.00194493
internal_weight=0 0.0132251 0.0120689 0.0100408 0.00875992 0.00213005 0.00662987 0.00390562 0.00282748 0.00272425 0.00202816
internal_count=3121 2777 2614 2258 2147 472 1675 887 720 788 356
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=15
num_cat=0
split_feature=14 376 4 13 48 16 14 2 3 150 12 16 4 3
split_gain=0.00022334 9.89617e-05 0.000179992 0.000186871 0.000219854 0.000270871 0.000260144 0.000325765 0.000197827 0.00029483 0.00016309 0.000114139 9.39355e-05 8.17455e-05
threshold=0.076175000000000007 0.088470000000000007 -0.49405499999999997 0.10935500000000002 0.12737000000000001 0.22339500000000004 -0.10708499999999999 0.11144000000000001 0.090900000000000009 0.087170000000000011 0.084100000000000022 0.0013750000000000001 0.0061450000000000003 -0.015584999999999998
decision_type=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 10 13 -5 -10 -8
right_child=-2 -3 3 11 -6 -7 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.00062660425920669496 -0.00076489850372511844 0.00052215446359830714 -0.00055334224840261777 0.00011707794883966538 -0.00072846239622327243 -0.00068002436058006862 0.00076738677332181208 0.00090948322177168055 0.00016594625984285723 -0.00082376956735483013 -0.00028532100844236649 0.0008935618598776776 0.00088396619085392882 0.00014619246803711144
leaf_weight=0.0011661231617934266 0.0010231900158150778 0.0011146618241297491 0.0013259954885206674 0.0010323058214990475 0.0011204885931110119 0.0012732554268033948 0.0010049668266983586 0.0016619240554470935 0.0010062623524476066 0.001171491105743154 0.0016061040152527415 0.001089987296725714 0.0010352946403396346 0.0014483019557363528
leaf_count=153 101 64 107 127 68 272 189 233 39 175 1329 61 60 143
internal_value=0 4.00787e-05 6.37315e-06 5.63265e-05 -2.07466e-05 4.80079e-05 0.000138353 0.000241011 8.82493e-05 -8.41859e-05 0.00012925 0.000515872 0.000530062 0.000400661
internal_weight=0 0.0170572 0.0159425 0.0147764 0.0126541 0.0115336 0.0102603 0.00893434 0.00727242 0.00523086 0.00405937 0.00212229 0.00204156 0.00245327
internal_count=3121 3020 2956 2803 2615 2547 2275 2168 1935 1836 1661 188 99 332
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=16
num_cat=0
split_feature=14 38 12 147 484 48 2 133 150 52 12 4 3 52 3
split_gain=0.000319443 0.000206845 0.000232208 0.000258871 0.000328996 0.000338851 0.000247289 0.000174046 0.000211123 0.00016623 0.000168216 0.000284392 0.00022403 0.000192313 0.000147572
threshold=0.076175000000000007 1.0000000180025095e-35 -0.069644999999999985 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.113445 0.098785000000000012 0.08882000000000001 0.11434500000000002 0.10345000000000001 -0.0016099999999999997 -1.0000000180025095e-35 -0.087769999999999987 0.086245000000000016
decision_type=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 9 10 11 13 -13 -6 -15
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16
leaf_value=0.00073062850692079797 -0.00083123722648624867 -0.00067979502902009792 -0.00092965310027815699 0.00081614958693153002 -0.00016676301212737127 -0.00085740540545940118 0.00066801000460217131 -0.00063064408031785531 -0.00050430141552281372 -0.0004289738040715689 0.00078613051123402691 -0.00084538081691836679 9.615778787232338e-05 0.0003777354795698325 0.0011479190313516971
leaf_weight=0.0013702027453907526 0.0012014487134522347 0.0010152451037230828 0.0010115201614892986 0.0010519184992874289 0.0010471649867876704 0.001056739142303636 0.0018310761380738736 0.0010118196118136117 0.0014384863864810591 0.0010983266847827628 0.0013249053420518325 0.001047662953436352 0.0019399272346765362 0.0018743123042144049 0.0010419877433349711
leaf_count=284 101 62 454 99 234 52 262 330 136 217 90 156 38 587 19
internal_value=0 4.0887e-05 8.12082e-05 2.81654e-05 -2.45501e-05 3.76783e-05 0.000106944 2.00611e-05 8.09517e-05 0.000170759 0.000250351 0.000148229 -0.000234013 0.000436356 0.00065292
internal_weight=0 0.0191613 0.018146 0.0167758 0.0157239 0.0147124 0.0136557 0.0118246 0.0108128 0.00937429 0.00827596 0.00695106 0.00298759 0.00396347 0.0029163
internal_count=3121 3020 2958 2674 2575 2121 2069 1807 1477 1341 1124 1034 194 840 606
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=11
num_cat=0
split_feature=1 42 13 16 151 2 0 52 0 4
split_gain=5.44696e-05 0.00011287 0.000171021 0.000100929 8.67107e-05 0.000102191 0.000106355 9.93574e-05 0.000102053 8.5139e-05
threshold=0.12337000000000002 0.092620000000000022 0.10935500000000002 0.22339500000000004 -0.083274999999999988 0.089885000000000007 -0.08824499999999999 0.089325000000000015 -0.14920999999999998 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -7 -2
right_child=9 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0034085573593088721 0.0043091457464193277 -0.0038846130110077905 0.0048725540123614334 -0.0045656932949498987 -0.0037646919443104659 0.0011424103863085257 0.0016316971501760451 -0.001673163075871728 0.006308683993136552 -0.00047240507001712997
leaf_weight=0.0011849733689918533 0.0012483865646564514 0.0014998474879600989 0.0012074046647658704 0.0010178391754305125 0.0015565074543277258 0.0017247981402401802 0.001172763065464243 0.0010181998600974317 0.001178767008213925 0.0015029976462211418
leaf_count=292 98 541 157 281 334 73 701 204 244 196
internal_value=0 -0.000421436 9.48249e-05 -0.000556717 -3.59807e-05 0.00056489 -0.00144587 0.00196424 0.00323977 0.00169713
internal_weight=0 0.0115611 0.0100613 0.00885385 0.00783601 0.00665104 0.00272927 0.00392177 0.00290357 0.00275138
internal_count=3121 2827 2286 2129 1848 1556 1035 521 317 294
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=11
num_cat=0
split_feature=43 42 40 16 160 474 4 1 16 1
split_gain=5.08709e-05 6.88034e-05 0.000219242 8.19917e-05 8.90768e-05 0.000224059 0.000143937 0.000233184 0.00027017 8.67469e-05
threshold=0.16180500000000003 -0.093284999999999993 -0.013874999999999998 0.16703000000000004 -1.0000000180025095e-35 0.079590000000000008 -0.080924999999999983 0.094465000000000007 -0.25582999999999995 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 9 -9
right_child=-2 2 3 -5 6 -7 7 8 -10 -11
leaf_value=-0.003013455894036233 -0.003007779370374818 0.0057183850517447416 -0.0066394869709343564 -0.0028397164831086351 0.0047934215809430081 0.0021944772508495107 -0.0042025324733397781 0.0018933623843505785 0.0074463966739275406 -0.0035143297694501855
leaf_weight=0.0011484155210195529 0.0010041439377392854 0.0013712994191833082 0.0010454817444903695 0.0017899912022000157 0.001604569222556986 0.0011474013317594733 0.0016565332202015818 0.0011816261028485542 0.001182609497692888 0.0010834008851916821
leaf_count=262 218 275 494 389 388 242 581 65 130 77
internal_value=0 0.000214973 0.000522326 -0.000144117 0.00039793 -0.00201721 0.00118737 5.37528e-05 0.00209883 -0.000693229
internal_weight=0 0.0132113 0.0120629 0.0106916 0.00890162 0.00219288 0.00670874 0.00510417 0.00344764 0.00226503
internal_count=3121 2903 2641 2366 1977 736 1241 853 272 142
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=11
num_cat=0
split_feature=1 12 43 16 2 2 3 3 2 43
split_gain=5.21156e-05 8.16059e-05 9.39613e-05 0.000157985 5.88813e-05 0.000144993 0.000193532 9.6227e-05 0.000135726 0.000106022
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.22339500000000004 0.098035000000000011 0.10672500000000001 0.11924500000000002 0.090900000000000009 0.084245000000000014 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 9 -4
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.0034343837381511943 0.0024480849104432734 -0.0037281480096678856 0.00357227227812418 -0.0052409057677572386 0.005724462848175722 0.002918884507280423 -0.0037511478329042267 0.002859349236435188 -0.0047234797625067089 -0.0019660922879587493
leaf_weight=0.0012854731300585035 0.0013699794911793883 0.0011006197768029082 0.0010078012255074612 0.0010523168302135301 0.0010133066218412506 0.0017163568217416283 0.0013824483070677962 0.0010334097104927054 0.0015790280579854417 0.0015352440343570661
leaf_count=139 169 121 322 375 161 241 98 62 1033 400
internal_value=0 -0.00027552 5.19165e-05 -0.000369412 0.000183737 0.00136784 -5.67705e-05 -0.000760728 -0.00166829 0.000228745
internal_weight=0 0.012706 0.0116054 0.0103199 0.00926759 0.00411211 0.00309881 0.00515548 0.00412207 0.00254305
internal_count=3121 2952 2831 2692 2317 500 339 1817 1755 722
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=10
num_cat=0
split_feature=1 52 0 42 12 1 1 4 3
split_gain=5.38189e-05 0.000103413 7.53787e-05 6.79967e-05 0.000102909 0.000137237 0.000141661 7.76514e-05 0.000157474
threshold=0.12337000000000002 0.11434500000000002 -0.053834999999999994 0.092395000000000019 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.080924999999999983 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 -9
right_child=2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0010022670967021665 0.0032584753371925615 -0.0032587186255490326 -0.00037772716157386145 -0.0022502978686938266 0.0028974130079515992 -0.0037474666785679948 0.0030503887851982552 -0.0051187378563361157 0.00060406247498868808
leaf_weight=0.0019170316657873675 0.0013007204348913924 0.0012743893281280767 0.0014045740453546064 0.0013375388347761719 0.0015804144802532821 0.001079154989211073 0.0017729901567110073 0.0010329095149234392 0.0012697631397511344
leaf_count=520 173 438 121 415 298 92 226 775 63
internal_value=0 -0.000338969 0.00137058 3.35007e-05 0.000386549 -0.000174578 0.000468823 -0.000615872 -0.00196301
internal_weight=0 0.0112642 0.00270529 0.0099898 0.00865226 0.00707185 0.00599269 0.0042197 0.00230267
internal_count=3121 2827 294 2389 1974 1676 1584 1358 838
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=11
num_cat=0
split_feature=1 52 48 47 3 0 0 13 3 3
split_gain=4.90381e-05 9.90438e-05 8.25805e-05 8.948e-05 0.000110967 0.000101417 0.000154776 7.36724e-05 8.7733e-05 4.38084e-05
threshold=0.11323000000000001 0.11434500000000002 0.10322500000000003 0.077555000000000013 0.090900000000000009 -0.084044999999999995 0.12113000000000002 -0.0025349999999999995 0.10732000000000001 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -2 -9 -6
right_child=7 -3 -4 -5 9 6 -8 8 -10 -11
leaf_value=-0.0036906743129159897 0.0038281509785987166 -0.0043857575096189786 0.003644357750467008 -0.0043804812134558549 0.0047664329048291328 0.0033605407536419873 -0.0032210035914935148 0.001931062336973096 -0.0031738380719600594 0.00073999085589147298
leaf_weight=0.0018092009824467628 0.0013998527153235205 0.0011286293994600327 0.0010230401972813608 0.0010002349021403234 0.0010073324736778189 0.0015720762626052751 0.0012007925030301791 0.001630758593780026 0.0010573201479395777 0.0010530792540777156
leaf_count=822 310 404 113 183 94 890 111 105 51 38
internal_value=0 -0.000539527 -3.85929e-05 -0.000531586 4.79865e-05 -0.00114837 0.000510399 0.00126034 -7.68826e-05 0.00270851
internal_weight=0 0.00979439 0.00866576 0.00764272 0.00664248 0.00458207 0.00277287 0.00408793 0.00268808 0.00206041
internal_count=3121 2655 2251 2138 1955 1823 1001 466 156 132
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=15
num_cat=0
split_feature=14 43 484 15 457 15 0 48 48 13 12 43 42 1
split_gain=0.000233573 0.000149459 0.000135043 0.000192769 0.000191178 0.000211446 0.000286408 0.000504403 0.000207548 0.00022293 0.000178973 0.00020314 0.000163057 0.00014865
threshold=0.076175000000000007 0.18116500000000002 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 -0.10607499999999999 0.086425000000000016 0.093265000000000015 -0.091904999999999987 0.092355000000000007 -0.083684999999999996 -1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 13 9 -8 11 12 -11 -7
right_child=-2 -3 3 4 5 6 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00050593165939566073 -0.00082847969341266585 -0.00058652952168065779 0.00078453897945041117 -0.00065755996109756216 -0.0005580380527681674 0.00064649310998806579 0.00061172935947750948 -0.00025684064207310967 0.00074103912927506177 -0.00029467068404026434 -0.00094335928341702591 -0.00055517821380281077 0.00064565802616800235 0.0015839313382239068
leaf_weight=0.0011712145580840645 0.0010769857922032769 0.0011613589822931916 0.0013542396382873823 0.0010959857389635239 0.0013061744113032599 0.0010148373845680876 0.0011581759489204379 0.0013070565466168915 0.0011024626595301235 0.0010682614730770021 0.0010299914732888708 0.0018590217613164177 0.0013957178178091983 0.0012251437055805225
leaf_count=465 101 200 219 147 132 51 120 53 104 114 506 666 146 97
internal_value=0 4.10541e-05 8.63573e-05 0.000132861 6.77913e-05 0.000131558 0.000212264 0.000637412 1.41968e-05 -0.000108871 -0.000264781 -0.000103104 0.000237977 0.00115922
internal_weight=0 0.0172496 0.0160883 0.0149171 0.0135628 0.0124668 0.0111607 0.00354704 0.00761363 0.00651117 0.00535299 0.004323 0.00246398 0.00223998
internal_count=3121 3020 2820 2355 2136 1989 1857 201 1656 1552 1432 926 260 148
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=15
num_cat=0
split_feature=14 52 157 376 48 14 3 1 47 0 0 3 42 48
split_gain=0.00033856 0.000189936 0.000292402 0.000239851 0.000318893 0.000332429 0.0002947 0.000449563 0.000483541 0.000231822 0.000226893 0.00015406 0.000287884 4.75144e-05
threshold=0.076175000000000007 -0.28430999999999995 -0.072409999999999988 0.048375000000000008 0.12737000000000001 -0.10708499999999999 -0.12018999999999998 0.094465000000000007 0.093140000000000014 0.11070500000000001 -0.10324499999999999 0.076840000000000006 0.083935000000000023 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 11 10 -7 -9 12 -8 -13
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.00061253488013165731 -0.00098673721544629352 0.00078280664566389587 -0.00087965060589161536 0.00075262249788161462 -0.00097388510415047196 0.0010597735413300613 -0.0015266427811331167 0.0012590350639496005 -0.00048192339150933796 2.0047469714683083e-05 0.00021020301157521424 7.7330306510052114e-05 -0.00013138856345159498 -0.00042936104746375988
leaf_weight=0.0013842201163814299 0.0011478352979084052 0.0019007009215837025 0.0012486183957017847 0.0013758797998834763 0.0011830315369943866 0.0017423487072045747 0.0010141693022426967 0.0016737651423557875 0.0014766799268003949 0.0012626549435026391 0.0012155306364261299 0.0014128131023989354 0.0010053011443683733 0.0011429760002172884
leaf_count=331 101 313 76 147 58 112 695 131 95 32 178 49 775 28
internal_value=0 4.6546e-05 9.8222e-05 1.56265e-05 -5.48997e-05 2.74952e-05 0.00012231 -4.59293e-05 0.000378195 0.000622897 0.00081779 -0.000450653 -0.000832079 -0.000149267
internal_weight=0 0.0190387 0.0176545 0.0157538 0.0143779 0.0131949 0.0119462 0.00894124 0.00436598 0.003005 0.0028893 0.00457526 0.00201947 0.00255579
internal_count=3121 3020 2689 2376 2229 2171 2095 1951 404 144 309 1547 1470 77
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=14
num_cat=0
split_feature=14 15 15 133 3 159 457 0 48 42 43 47 1
split_gain=0.000199387 0.000149596 0.000194428 0.000174254 0.000184758 0.000202379 0.000176068 0.000191422 0.000299382 0.00020901 0.000255518 0.000220883 0.000140188
threshold=0.076175000000000007 -0.24436499999999997 -0.11713499999999999 0.099660000000000012 -0.15327499999999997 0.091005000000000016 -0.0029299999999999994 -0.10607499999999999 0.086425000000000016 -0.088934999999999986 -0.084004999999999982 0.092165000000000011 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 12 -9 -11 -12 -8
right_child=-2 2 3 -5 5 -7 7 9 -10 10 11 -13 -14
leaf_value=0.00050599412465635453 -0.00072599450659784786 -0.00057890917407865563 0.00064766657553864081 -0.00055444421979623012 -0.00052602483674572809 -0.00070015828139201829 0.00040524260971058806 -0.00065537665223961089 -0.00010421328651908336 0.00074936648977549198 -0.00048045114808409621 0.00045560352057314585 0.0012613180171509376
leaf_weight=0.0017826209438906128 0.0010576114838274355 0.001605007842780907 0.0016067285411329709 0.0012803169473840593 0.0011684624314627435 0.0010096403115692496 0.0010237949231992624 0.0011968064608013796 0.0015481946844957406 0.0014113158036296045 0.0019391368561423178 0.0011824551383890561 0.0012234249870430314
leaf_count=249 101 216 136 421 177 216 51 229 53 170 921 100 81
internal_value=0 3.66577e-05 -1.50023e-05 4.70304e-05 0.000104888 3.03699e-05 9.93431e-05 0.000176058 0.000473379 -2.08904e-05 0.000146631 -0.000125875 0.000871305
internal_weight=0 0.0179779 0.0161953 0.0145903 0.01331 0.0117032 0.0106936 0.00952513 0.00379541 0.00572971 0.00453291 0.00312159 0.00224722
internal_count=3121 3020 2771 2555 2134 1998 1782 1605 185 1420 1191 1021 132
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=15
num_cat=0
split_feature=14 147 48 0 0 16 15 1 52 15 4 52 13 13
split_gain=0.000363484 0.000240177 0.000282683 0.000234445 0.000475954 0.000235038 0.000368676 0.000351258 0.000219083 0.000222975 0.000211995 0.000160811 0.000181472 0.000150903
threshold=0.076175000000000007 1.0000000180025095e-35 0.12879500000000002 -0.10151999999999999 -0.084044999999999995 -0.5048999999999999 -0.14147499999999996 0.094385000000000011 0.11434500000000002 -0.053579999999999996 -0.0016099999999999997 0.083680000000000018 -0.017449999999999997 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 10 9 -6 -8 12 -11 -13
right_child=-2 -3 -4 4 8 6 7 -9 -10 11 -12 13 -14 -15
leaf_value=0.0011262218959854104 -0.0010043704857376054 0.00068981027589782326 -0.00083396473406045736 -0.0013357053850635956 0.00083005975402152888 -0.00080028886996495372 0.00055038363684113895 0.00099034119027982862 -0.00069846562548025429 -0.00094432818943866628 -0.00054088525035714946 0.00086959987567734149 2.9679267143312606e-05 -9.4565686208316149e-05
leaf_weight=0.0010323128133726545 0.0011856377207142268 0.0018120571782826991 0.0013349849824359451 0.0010143735403192605 0.0013071229930883875 0.0010836273408497687 0.0010861209984476261 0.0019422208321909218 0.0012426487528371458 0.0010129972227734779 0.0013798392029295116 0.0010198561576422183 0.0018378308605889386 0.0012136910630188846
leaf_count=79 101 167 81 818 347 87 46 112 278 305 95 45 331 229
internal_value=0 5.12634e-05 -1.88305e-05 5.28902e-05 -0.000146594 0.000317331 0.000165282 0.00040264 1.14066e-05 0.000149421 -6.02408e-05 -2.55613e-05 -0.000316419 0.00034568
internal_weight=0 0.0183197 0.0165076 0.0151726 0.00864852 0.00652412 0.00549181 0.00440818 0.00763415 0.0063915 0.00246596 0.00508438 0.00285083 0.00223355
internal_count=3121 3020 2853 2772 2353 419 340 253 1535 1257 141 910 636 274
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=11
num_cat=0
split_feature=48 0 49 151 150 1 4 4 43 0
split_gain=5.04695e-05 0.000122773 0.000125647 0.000108708 0.000173539 0.000101095 0.000136838 0.00012782 8.75795e-05 0.000116555
threshold=0.12879500000000002 -0.23091999999999999 0.092975000000000016 -0.055494999999999996 0.087380000000000013 0.111945 0.23246000000000003 0.060330000000000002 -0.083684999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=0.0037355776502380491 -0.0023049719399513566 0.0020324676667782173 0.0035513652803486739 0.0014784241621082065 -0.0051273550633016557 -0.0011604407378571345 0.0042466142952929057 -0.0045171771437216169 0.0012934517886554289 -0.0031025916836978844
leaf_weight=0.0010539969543441616 0.0010512094767471851 0.001728330854980282 0.0010020981936436782 0.0018453380323589169 0.0010411266212050534 0.0010958865776056204 0.0011221369114827358 0.0010893290445950273 0.0011176416456987791 0.0019803947036819876
leaf_count=79 90 390 373 344 125 89 204 147 95 1185
internal_value=0 0.000173825 -0.000138435 -0.000473959 -0.000940167 -0.000411802 0.00157508 -0.00114231 -0.000398624 -0.00151668
internal_weight=0 0.0130763 0.0120223 0.0110202 0.00929185 0.00825073 0.00221802 0.0060327 0.00494337 0.00309804
internal_count=3121 3031 2952 2579 2189 2064 293 1771 1624 1280
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=11
num_cat=0
split_feature=147 0 15 0 0 16 49 4 1 2
split_gain=5.18864e-05 7.31793e-05 0.000140846 0.000129537 0.00010607 0.000127958 0.000115416 6.59749e-05 6.4685e-05 2.17264e-05
threshold=0.089025000000000007 -0.060129999999999996 -1.0000000180025095e-35 -0.10151999999999999 -0.11756999999999999 -0.013324999999999998 -0.043469999999999995 -0.49405499999999997 0.11212500000000002 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -4 -8 -9
right_child=-2 2 7 -5 -6 -7 8 9 -10 -11
leaf_value=0.00068262895948731264 0.002644579983921834 0.0043187975608439582 -0.003565517739941561 -0.0044761714508307626 0.0037925488034956166 0.0034473926488779332 -0.0021492032292647857 0.0022388730068728718 -0.0071303032447491499 -0.00071922276924238891
leaf_weight=0.0015471864747840236 0.0013672267129513074 0.0017639511200110373 0.0011106256775369472 0.0018586261430841846 0.0011464618306597646 0.0010127009155276312 0.0011617138438710373 0.0010390521057283856 0.0010009373577115205 0.001009650220999192
leaf_count=95 124 246 138 1898 124 93 163 48 81 111
internal_value=0 -0.000300342 0.00106806 -0.00117215 -0.000125814 -0.00107705 -0.00231212 -0.000746935 -0.0044546 0.000781052
internal_weight=0 0.0126509 0.00492328 0.00772763 0.005869 0.00472254 0.00370984 0.00315933 0.00216265 0.0020487
internal_count=3121 2997 543 2454 556 432 339 297 244 159
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=10
num_cat=0
split_feature=52 16 43 159 160 16 0 3 15
split_gain=5.16348e-05 0.000123604 9.95581e-05 0.000100752 0.000100725 0.000125462 0.000134974 0.000143678 0.000165264
threshold=-0.28430999999999995 0.23311500000000004 -0.13868499999999997 0.076905000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.18901999999999997 -0.13309499999999996 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.0027665199831451675 -0.0031535614015078687 0.0037021784201706639 -0.0035341844661622023 0.0032066775724308078 -0.0016837598256098979 -0.0027937595967170957 -0.0013382816465153447 0.0074068433210500561 0.00088906023468773659
leaf_weight=0.0010245456741760335 0.0016328180735186151 0.0014598543378741289 0.0013275867080561185 0.0015711254393463636 0.0017174230707359718 0.0016289392265304891 0.0010345450147948342 0.0013274264503845674 0.0012086213534011048
leaf_count=344 272 139 604 406 94 266 55 245 696
internal_value=0 0.000207701 -0.000237897 0.000247118 -0.000316872 0.000300634 0.00125384 0.0026668 0.00430062
internal_weight=0 0.0129083 0.0114485 0.00981567 0.00824454 0.00691696 0.00528802 0.00357059 0.00253605
internal_count=3121 2777 2638 2366 1960 1356 1090 996 941
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=14
num_cat=0
split_feature=14 43 42 40 48 3 15 0 47 1 4 4 2
split_gain=0.00027964 0.000140148 0.000150263 0.000201679 0.000243614 0.000155165 0.000354576 0.000327091 0.000166982 0.000216958 0.000261354 0.000171589 8.77979e-05
threshold=0.076175000000000007 0.18116500000000002 -0.11051499999999999 -0.013874999999999998 0.12649500000000002 -0.10519499999999998 -0.03241999999999999 -0.053834999999999994 0.092710000000000015 0.094465000000000007 0.053925000000000008 -0.0016099999999999997 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 9 11 -11 -7 -8
right_child=-2 -3 3 4 -6 7 12 -9 -10 10 -12 -13 -14
leaf_value=-0.00057764653732958612 -0.00090875552080635531 -0.0005645566409594135 0.00070185442036528665 0.0011221921460292544 -0.0007624661896052621 0.00030302813771167686 -0.00036622190252006684 -0.00086381189394020227 -0.00048331379318753467 0.0012045609640731047 5.5763428591401669e-05 -0.00056233170638577779 0.0002813190332668013
leaf_weight=0.0010109807100249701 0.0010356043419128538 0.0011225052342472416 0.0017194708574706204 0.0014248958439191384 0.0010571445685648795 0.0017183282464096191 0.0010692356282291345 0.0012257802049261898 0.0011396465095222241 0.0012920979701404045 0.0012090450707159597 0.001247267536979243 0.0017271613014422371
leaf_count=156 101 200 274 83 65 1121 69 208 171 144 103 304 122
internal_value=0 4.1848e-05 8.48182e-05 0.000129979 5.49769e-05 0.00012667 0.000401136 -2.12579e-05 0.000135074 0.000263988 0.000649236 -6.09241e-05 3.37241e-05
internal_weight=0 0.0169636 0.0158411 0.0148301 0.0131106 0.0120535 0.00422129 0.00783217 0.00660639 0.00546674 0.00250114 0.0029656 0.0027964
internal_count=3121 3020 2820 2664 2390 2325 274 2051 1843 1672 247 1425 191
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=16
num_cat=0
split_feature=14 147 484 48 4 15 0 2 47 2 2 2 42 16 0
split_gain=0.000263265 0.000138631 0.000199332 0.00015479 0.000281816 0.000186725 0.000173393 0.000195799 0.000162752 0.000293022 0.000189204 0.000202651 0.000160566 0.000127103 0.000116395
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12230500000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.084985000000000019 0.085270000000000026 0.11093500000000002 0.10097500000000002 0.094095000000000012 0.083995000000000014 -0.094359999999999986 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 9 10 11 12 -8 -9 -10
right_child=-2 -3 3 -5 -6 6 8 13 14 -11 -12 -13 -14 -15 -16
leaf_value=-0.0007548597373420446 -0.00085227730210605558 0.0005124363761419042 -0.00067653428976483746 -0.00057461968183153639 0.000800504925782204 0.0010517443745058253 -0.0010423925780421784 -0.00027611251549745968 -5.4718397859552453e-05 0.00055718366899234291 -0.0010808804433081892 0.00040461245937608572 -6.8878863050162017e-05 0.0005539831101560945 0.00075160865921524832
leaf_weight=0.001013130192130258 0.0010546972311334382 0.0017225243314770147 0.0011032161652817169 0.0011298414390750614 0.0015265418284405976 0.0010018052427938082 0.0010051863117547339 0.001155269519728136 0.0011381080304725191 0.0011117316910030997 0.0010679539687858293 0.0010191006909785506 0.0010502159931417947 0.0010837672960536393 0.0010374052118287125
leaf_count=459 101 167 154 78 220 27 575 63 111 180 158 152 558 91 27
internal_value=0 4.39322e-05 -8.32416e-06 4.40896e-05 9.6648e-05 5.38857e-06 7.58918e-05 0.000411945 -7.06946e-05 -0.000236514 -0.000449522 -0.000230215 -0.000544972 0.000125681 0.000329783
internal_weight=0 0.0171658 0.0154433 0.0144301 0.0133003 0.0117738 0.0106705 0.00324084 0.0074297 0.00525419 0.00414246 0.0030745 0.0020554 0.00223904 0.00217551
internal_count=3121 3020 2853 2394 2316 2096 1942 181 1761 1623 1443 1285 1133 154 138
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 133 43 4 1 13 3 4 47 0
split_gain=0.000316622 0.000118225 0.000295646 0.000187988 0.000295824 0.000207124 0.000174946 0.000207555 0.00015527 0.000218657 0.000183302 0.000159072 0.000256103 0.000180933
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.081240000000000021 -0.088934999999999986 0.083950000000000011 -0.20207499999999998 -0.27825499999999997 0.077565000000000009 -0.094514999999999988 -0.096544999999999978 0.0061450000000000003 0.092530000000000015 -0.17169499999999996
decision_type=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 -11 -12 13 -13
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 11 12 -14 -15
leaf_value=-0.00084713894843183566 -0.00089815684961350715 0.00060452270652761411 -0.00083265580253016967 0.00076047613139606216 0.0006261773646372194 0.00082011959801959859 -0.00062011105839967497 -0.00053848497712679104 0.0006703766664138748 0.00060958858566481449 -0.00054988165189369387 0.00068483688686059373 -0.00061221642035916822 -0.00018984059951213705
leaf_weight=0.0010755956366844894 0.001118332391622622 0.0010124541915418365 0.0011474347111942477 0.0010558164140527645 0.0012622985253902827 0.0010261945655206045 0.0015694020265966122 0.0011614685604344832 0.0017248182771009441 0.0011683201097776336 0.001820271216653898 0.0017138539935429298 0.0011781749740346903 0.001152477135659552
leaf_count=242 101 71 455 194 59 474 177 554 168 71 337 61 98 59
internal_value=0 3.77965e-05 4.1556e-06 6.45117e-05 1.50391e-05 8.23495e-05 2.29745e-05 -4.33007e-05 4.79597e-05 0.000125734 -7.83634e-06 -0.000130833 5.77636e-05 0.000333152
internal_weight=0 0.0180686 0.0170561 0.0159087 0.0148529 0.0137773 0.0127511 0.0114888 0.00991938 0.00875792 0.0070331 0.00586478 0.00404451 0.00286633
internal_count=3121 3020 2949 2494 2300 2058 1584 1525 1348 794 626 555 218 120
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=16
num_cat=0
split_feature=14 43 42 376 133 13 1 4 457 14 2 51 52 1 42
split_gain=0.000236843 0.000143897 0.000170462 0.000347374 0.000215156 0.00027154 0.000200741 0.000221678 0.000225915 0.000207363 0.000294871 0.000318998 0.000163862 0.000135451 0.000126244
threshold=0.076175000000000007 0.18116500000000002 -0.12995999999999999 1.0000000180025095e-35 0.088525000000000006 0.10935500000000002 0.077565000000000009 -0.17966999999999997 -0.0029299999999999994 -0.10708499999999999 1.0000000180025095e-35 0.087505000000000013 0.083680000000000018 0.10984500000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 12 -8 -9 -10 14 13 -4 -12 -11
right_child=-2 -3 3 -5 -6 -7 7 8 9 10 11 -13 -14 -15 -16
leaf_value=-0.00064860474643801545 -0.00081886525259748969 -0.00056595952608645109 -0.00091939900016077937 0.0011374219543789589 -0.00074948061315974895 0.00078690511598157771 -0.00064359910477986536 -0.00056310335935882375 -0.00034517377250566306 -0.00033745366088780936 0.0014469105900763179 2.0594047413556567e-05 5.7478844008557848e-05 0.00060963394058100072 0.00048265908453677046
leaf_weight=0.0010032049362721394 0.0011397269522588896 0.0012299067430458074 0.0012269107003837773 0.0010324099689690029 0.0010262192072866454 0.0017062049987787717 0.0010921575615208115 0.0010601812099174674 0.0012582287287908342 0.0015771839894137647 0.0016448320389734761 0.0012660398430963116 0.0010419649063170382 0.0010316991933827721 0.0010105604927884287
leaf_count=126 101 200 467 153 601 112 163 87 98 209 85 61 374 85 199
internal_value=0 3.23578e-05 7.57011e-05 0.000121188 5.09722e-05 0.000110001 1.54095e-05 0.000126375 0.000221409 0.000328197 0.000457939 0.000769791 -0.000470775 0.00112417 -1.7185e-05
internal_weight=0 0.0182077 0.0169778 0.0159746 0.0149422 0.013916 0.0122098 0.00994088 0.00884873 0.00778854 0.00653032 0.00394257 0.00226888 0.00267653 0.00258774
internal_count=3121 3020 2820 2694 2541 1940 1828 987 824 737 639 231 841 170 408
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=14
num_cat=0
split_feature=14 43 42 40 48 4 3 47 0 52 1 12 52
split_gain=0.000284486 0.000143766 0.000138326 0.000219314 0.000247721 0.000164552 0.000203166 0.000243544 0.000258252 0.000217834 0.000213194 0.000189515 0.000183659
threshold=0.076175000000000007 0.18116500000000002 -0.11466499999999999 -0.013874999999999998 0.12649500000000002 -0.27825499999999997 -0.10519499999999998 0.092530000000000015 -0.23091999999999999 0.060015000000000006 0.094825000000000007 0.095565000000000011 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 12 11 8 -8 10 -10 -7 -5
right_child=-2 -3 3 4 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00056719533897144981 -0.00092944649354565216 -0.00056491731431684204 0.00077950067602431501 -0.00088456802404781383 -0.00078482201412152645 0.00025681989958597324 0.0010962879589825477 -0.00066465055163768098 -0.00061642450604985487 0.00066938333893404225 0.00030492242363424417 0.0012297151533918092 0.0002308136688651407
leaf_weight=0.0010018536005447455 0.001085771762042941 0.0011994087674757061 0.0017698529498516311 0.001057171719002656 0.0010962580185973876 0.0016768508961060311 0.0010353127324442823 0.0012833819915739966 0.001919080041540522 0.0014890589727962911 0.001666844351649769 0.0012348889097029137 0.0010403736298602029
leaf_count=146 101 200 276 166 65 105 53 188 838 703 182 69 29
internal_value=0 6.47764e-05 0.000111194 0.000155705 7.39211e-05 0.000149823 0.000247758 8.16971e-05 0.000238457 6.34567e-05 -0.000188155 0.000669431 -0.000331343
internal_weight=0 0.0174703 0.0162709 0.0152691 0.0134992 0.012403 0.0103054 0.00739368 0.0061103 0.00507498 0.00358592 0.00291174 0.00209755
internal_count=3121 3020 2820 2674 2398 2333 2138 1964 1776 1723 1020 174 195
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=14
num_cat=0
split_feature=14 43 484 15 4 0 43 12 1 47 43 133 49
split_gain=0.000264155 0.000124998 0.000124889 0.000161874 0.000155871 0.000183068 0.000188794 0.00017777 0.000208766 0.000170575 0.000148177 0.000133023 1.79891e-05
threshold=0.076175000000000007 0.18116500000000002 -0.0068949999999999992 -0.24436499999999997 -0.0016099999999999997 -0.11437499999999999 0.070450000000000013 -0.029094999999999999 0.095285000000000022 0.092530000000000015 -0.083879999999999996 1.0000000180025095e-35 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 10 -6 -9 12 11 -7 -10
right_child=-2 -3 3 4 7 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00040977371186823449 -0.0007746056036817136 -0.00045991659572057529 0.00065816727636469532 0.00078275165325382076 -0.00067794158129990192 0.00051905502046701766 0.0006680113224106233 -0.00046047283513664199 0.00039265051457448825 -0.00013150392774462406 -0.00041274565181747451 -0.00022123506202512247 0.00069660678301780002
leaf_weight=0.0012368111387777046 0.0010836287032121575 0.0011855436560646816 0.0013277317151158445 0.0013044973223210726 0.0011575557321314989 0.0014488672460202922 0.0012295574956645711 0.0016688646748545585 0.0010104802372037369 0.0018578534604379859 0.0017169069260685264 0.0011085413336552954 0.0010046705183726079
leaf_count=465 101 200 219 94 88 140 52 293 67 67 1022 275 38
internal_value=0 4.41247e-05 8.13042e-05 0.000122245 6.95667e-05 0.000240969 0.000112558 -0.000104623 1.51292e-05 0.000220065 -4.72245e-05 0.000198167 0.00054419
internal_weight=0 0.0172579 0.0160723 0.0148355 0.0135078 0.00680837 0.00550387 0.00669942 0.00554187 0.003873 0.00427432 0.00255741 0.00201515
internal_count=3121 3020 2820 2355 2136 1583 1489 553 465 172 1437 415 105
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=11
num_cat=0
split_feature=43 42 40 475 43 4 48 4 16 16
split_gain=5.07202e-05 7.74193e-05 0.000186924 0.000121502 9.11509e-05 0.000140193 0.000102161 0.000108816 8.5116e-05 0.000169222
threshold=0.16180500000000003 -1.0000000180025095e-35 -0.0067649999999999993 -1.0000000180025095e-35 -0.15582499999999996 -0.27825499999999997 0.085875000000000021 0.033845000000000007 -0.5315899999999999 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 8 -8 -7 -10
right_child=-2 2 3 4 5 6 7 -9 9 -11
leaf_value=-0.0020878929868738162 -0.0026017674370657244 0.0053156901661090133 -0.00346584267007931 0.0037357607630636841 -0.0036616975685474585 -0.0012323532824523519 0.0010962549068414037 -0.0042806525914180727 0.0055991091282706594 0.000290342518250636
leaf_weight=0.0018610821077055433 0.0010157478458542426 0.001078476074476792 0.0012427409989254614 0.0011288407531608894 0.0012196671458200069 0.0010346650064190248 0.0011872416347212551 0.0010023265560635541 0.0015825943186168992 0.0019175674493917122
leaf_count=718 218 250 427 73 109 64 183 65 373 641
internal_value=0 0.000184433 0.000555588 5.79301e-05 0.000540591 8.65618e-05 0.000766419 -0.00136515 0.00179561 0.0026907
internal_weight=0 0.0132552 0.0113941 0.0103156 0.0090729 0.00794406 0.00672439 0.00218957 0.00453483 0.00350016
internal_count=3121 2903 2185 1935 1508 1435 1326 248 1078 1014
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=15
num_cat=0
split_feature=14 147 484 15 11 3 16 0 3 3 2 160 13 0
split_gain=0.000283685 0.000143514 0.000207146 0.000211548 0.000168649 0.000176902 0.000223384 0.000204441 0.000265864 0.000173571 0.000163864 9.25123e-05 7.34012e-05 6.9968e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.27167499999999994 -0.10607499999999999 0.083060000000000009 0.10542000000000001 0.086950000000000013 0.086870000000000017 0.10443000000000001 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 12 -7 8 -8 10 13 -10 -5 -9
right_child=-2 -3 3 4 -6 6 7 9 11 -11 -12 -13 -14 -15
leaf_value=-0.00075355050275001921 -0.00088307004616326918 0.00052198089090059734 0.00070159061507200828 0.00085904659695085564 -0.00071683157859808863 -0.00067182497397599709 0.0011664886456685306 -0.00035168118687438474 0.00043604373591253994 0.00029509368623156714 -0.00087547511350582552 -0.00029771310891449874 0.00018193112194195366 0.00025911091223113661
leaf_weight=0.001089144510299604 0.001096323379605634 0.0018080837860650059 0.0014165157790388726 0.0010015345236809017 0.001012904936063209 0.0015789871898743294 0.0010092704593304283 0.0014200147450334085 0.001066165513992523 0.0018467497733980487 0.0013141047672519321 0.0011022020409896527 0.0010183460441055558 0.0010138525832642724
leaf_count=459 101 167 222 35 117 131 81 765 46 63 795 30 33 76
internal_value=0 4.78863e-05 -6.06046e-06 4.89455e-05 -2.01274e-05 3.69158e-05 -5.6895e-05 5.37898e-05 0.000413533 -0.000150534 -0.000370109 6.30681e-05 0.000517671 -9.72494e-05
internal_weight=0 0.0176979 0.0158898 0.0148006 0.0133841 0.0123712 0.0103513 0.00877236 0.00317764 0.00559472 0.00374797 0.00216837 0.00201988 0.00243387
internal_count=3121 3020 2853 2394 2172 2055 1987 1856 157 1699 1636 76 68 841
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=11
num_cat=0
split_feature=4 156 151 48 2 16 15 3 52 3
split_gain=5.48716e-05 6.30592e-05 0.000107602 0.000117934 8.53125e-05 0.000115689 8.26939e-05 0.000176786 4.5085e-05 4.05782e-05
threshold=0.27287000000000006 0.085790000000000019 -0.077429999999999985 0.093265000000000015 0.10097500000000002 1.0000000180025095e-35 -0.016799999999999995 -0.0087149999999999988 -1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 -4 -2
right_child=9 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=0.0039338318546233673 7.1344217184288552e-05 -0.0035508112367253039 -0.0040361600179146719 0.0030098513685086147 -0.0071864284690132821 -0.00071972947309660953 -0.0016264084983484103 0.0056356364193017056 -0.00032354180195795604 0.0034244024389233469
leaf_weight=0.0011624772820892056 0.0014482253756493702 0.0011688355185405274 0.0012906485494664595 0.001485571892398025 0.0010041041857196398 0.0012083339314340729 0.0016307713446013154 0.0011214789963234729 0.001302974539681871 0.0014139655607174504
leaf_count=310 83 387 190 217 171 162 1057 51 224 269
internal_value=0 -0.000453131 -9.83836e-05 -0.000616674 -0.00132946 -0.00365461 -0.000367177 0.00133271 -0.00217103 0.00172781
internal_weight=0 0.0113752 0.0102064 0.00904388 0.00755831 0.00221244 0.00534587 0.00275225 0.00259362 0.00286219
internal_count=3121 2769 2382 2072 1855 333 1522 1108 414 352
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=11
num_cat=0
split_feature=132 133 160 474 13 12 4 1 151 13
split_gain=4.91937e-05 7.51432e-05 0.0001659 0.000187072 0.000121748 0.000101678 9.3157e-05 0.000225755 0.000150831 0.000137398
threshold=0.081240000000000021 -0.0061299999999999992 -1.0000000180025095e-35 0.059400000000000008 -0.084034999999999985 0.095175000000000023 0.0061450000000000003 0.086560000000000012 -0.0083949999999999979 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -6 -8 -10
right_child=-2 2 4 -5 6 -7 8 -9 9 -11
leaf_value=-0.0038833256856202632 0.003021935540926494 -0.0071659942938472679 0.0061602464571506605 0.0011268920648660073 0.0013565958236416314 5.525723561008069e-05 -0.0034099221170613963 -0.007145771110403174 0.0058296955101235426 -0.00076449926379936709
leaf_weight=0.0011696609739587143 0.0010987157296782389 0.0013303379208808369 0.0015549291889025161 0.0011172034939798334 0.0017190526151748134 0.0010011061308613511 0.0010564853130512475 0.0011727472609814465 0.0017517129215730929 0.0011809133186922727
leaf_count=747 321 503 265 238 342 45 70 375 183 32
internal_value=0 -0.000269941 8.56855e-05 -0.00338063 0.000984699 0.00376914 -4.96316e-05 -0.00209147 0.00143055 0.00317434
internal_weight=0 0.0130541 0.0118845 0.00244754 0.00943695 0.00255604 0.00688091 0.0028918 0.00398911 0.00293263
internal_count=3121 2800 2053 741 1312 310 1002 717 285 215
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=15
num_cat=0
split_feature=14 148 48 4 15 0 1 47 1 0 16 2 0 52
split_gain=0.000316995 0.000137047 0.000206284 0.000238138 0.000222571 0.000275383 0.000236186 0.000156828 0.00022356 0.000147087 0.000133302 0.000117588 0.000229277 0.000114435
threshold=0.076175000000000007 -0.043434999999999994 0.12879500000000002 0.40473500000000007 -0.13843999999999998 -0.10607499999999999 0.10752500000000002 0.085270000000000026 0.081670000000000006 -0.033209999999999996 -0.094359999999999986 0.10731 0.15398500000000004 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 8 11 -9 -6 12 13 -7
right_child=-2 2 -4 -5 5 7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.00056483525950474817 -0.00091436980632804182 -0.0008142391985371968 -0.00072425378815903869 0.00063603148964755071 -0.00028079122610086564 -0.00030610411270161006 0.0010284598244655772 -0.0001848381326446953 -0.00089006232881408377 0.0006757826645126181 0.00047010443528300256 0.00041912986753584521 -0.00094306312907949867 0.00047700123430345994
leaf_weight=0.0014255580174994389 0.0011041389614636623 0.0010063722989455985 0.0011056128423687769 0.0018731152375241191 0.0013188890406126974 0.0012586155491499489 0.0012688224174465246 0.0012639932738967088 0.0014687601802538253 0.0011495018772578192 0.0015696746788188545 0.0010015900139719452 0.0010313199243676685 0.0010275013620828759
leaf_count=148 101 161 71 250 98 574 59 154 564 34 92 206 29 580
internal_value=0 4.70949e-05 1.93587e-06 5.4625e-05 -2.68594e-05 3.72573e-05 0.000402299 -0.000147789 -0.000303266 0.000225059 0.000127253 -0.000103716 -0.000261572 4.58647e-05
internal_weight=0 0.0177693 0.0163438 0.0152382 0.013365 0.0123587 0.00415739 0.00820128 0.00578779 0.0024135 0.00288856 0.00431903 0.00331744 0.00228612
internal_count=3121 3020 2872 2801 2551 2390 249 2141 1953 188 190 1389 1183 1154
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=12
num_cat=0
split_feature=1 12 12 51 16 2 48 15 4 0 3
split_gain=5.43873e-05 8.32437e-05 8.15018e-05 7.73209e-05 9.71825e-05 0.000187458 0.000105338 9.0023e-05 0.000127076 9.69626e-05 8.21415e-05
threshold=0.13686500000000004 0.11650500000000001 0.10345000000000001 -0.076794999999999988 -0.094359999999999986 0.11093500000000002 0.082620000000000013 -0.14601999999999996 -0.0029599999999999995 -0.14649999999999996 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 10 -5 -9 -10 -6
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.0028011678222495317 0.0022531904969017628 -0.0034016964729766484 0.0032286801390617485 0.0019145244546141624 -0.0037180010446190353 0.0054955222341944512 0.0027116260924337893 0.0012454025673488017 -0.0064647870584296028 -0.0013405905998277847 0.00073863072642852735
leaf_weight=0.0015012666037988844 0.0013807773862910917 0.0011100110238526336 0.0010541971147092792 0.0010164421098040333 0.001215357828358648 0.0011678343640905281 0.0013101410392568 0.0010419228921122389 0.0010548486861603479 0.0010783363755048113 0.0011741121401835819
leaf_count=466 169 121 200 142 1131 121 264 130 84 221 72
internal_value=0 -0.000257764 4.27061e-05 -0.000275339 0.000143244 0.00129822 -2.672e-05 -0.00119797 -0.00219437 -0.00387448 -0.00152815
internal_weight=0 0.0127245 0.0116145 0.0105603 0.009059 0.00486745 0.00369961 0.00419155 0.00317511 0.00213319 0.00238947
internal_count=3121 2952 2831 2631 2165 1588 1467 577 435 305 1203
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=17
num_cat=0
split_feature=133 14 50 3 133 159 42 15 15 0 2 1 4 11 2 42
split_gain=0.000490916 0.000277415 0.00021868 0.000242956 0.000303761 0.000277962 0.000165661 0.000289322 0.00034394 0.000297105 0.000202432 0.000315238 0.000146361 0.000143865 0.000273634 5.51567e-05
threshold=0.10622000000000002 0.076175000000000007 0.10647500000000001 -0.12018999999999998 0.083950000000000011 -0.026354999999999996 0.09796500000000001 0.035560000000000008 -0.016799999999999995 -0.099059999999999995 0.11215000000000001 0.094465000000000007 -0.059649999999999988 0.088215000000000002 0.10613000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 -5 7 8 9 10 11 -7 -10 14 15 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00063386431434875985 -0.0011771384105029648 -0.00081399175687597131 -0.00066965393864366863 0.00079722035258411139 0.00079998093946167311 -0.00043282065982420828 0.0004768318300574531 -0.00093190688230338284 5.6283190989957657e-05 -0.0011084583524575524 -0.00064636610896300789 0.00071959165906840489 0.00099055264987700183 -5.0590690720288361e-05 0.0014573515023995072 4.711372879457108e-05
leaf_weight=0.0010143103093023216 0.0010777673195029895 0.0010942133541389501 0.001076523128052397 0.0010835375043789048 0.0014619855331360907 0.0014610898069080938 0.0011882689949031426 0.0015349451278592538 0.0010592871065941978 0.0011822726360020018 0.0014731645940913585 0.0015353657245684715 0.0010561481642739675 0.0010019551628559498 0.0010550540990941215 0.00100691424716981
leaf_count=63 435 87 271 136 478 105 116 592 66 332 93 81 89 84 53 40
internal_value=0 5.44869e-05 0.000106728 0.000155563 3.72114e-05 -5.91382e-05 -0.000147589 -0.000227352 -8.81213e-05 -0.000316754 -0.000107337 0.000157668 0.000522725 0.000533876 0.000724238 0.000341563
internal_weight=0 0.019285 0.0181908 0.0171143 0.0130361 0.0115741 0.0104905 0.00930227 0.00776733 0.00565189 0.00446962 0.00299646 0.00211544 0.00407823 0.00307628 0.00202122
internal_count=3121 2686 2599 2328 2088 1610 1474 1358 766 611 279 186 155 240 156 103
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=11
num_cat=0
split_feature=147 0 0 15 15 49 52 52 4 2
split_gain=5.28027e-05 6.83599e-05 0.000116374 0.000111999 9.83783e-05 9.02463e-05 7.60145e-05 9.97037e-05 6.87759e-05 1.90835e-05
threshold=0.089025000000000007 -0.060129999999999996 -0.10151999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.0021350000000000002 -0.0064899999999999992 -0.078224999999999975 -0.49405499999999997 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 -5 -10
right_child=-2 3 -4 8 -6 -7 -8 -9 9 -11
leaf_value=0.0031373613100372099 0.0028243855585671335 0.0041350934171442916 -0.0045479776878012456 -0.003695571520276037 -0.0045097657879712176 -0.0032330036481943744 0.0041842192151986795 -0.0034735236473716047 0.0024304290664097007 -0.00048922979093996249
leaf_weight=0.0010731630440372064 0.0013723250469557255 0.0017804839419655648 0.0018532955715873179 0.0011117502608622987 0.0010063160030272522 0.0010517709848660017 0.0017215821489017531 0.0010466010874496945 0.0010610303596230442 0.0010195942725081952
leaf_count=72 124 246 1898 138 113 156 158 57 48 111
internal_value=0 -0.00032207 -0.00121665 0.00107259 -0.000170126 0.000722362 0.00180535 -0.000126662 -0.000635455 0.000999672
internal_weight=0 0.0127256 0.00775273 0.00497286 0.00589943 0.00489312 0.00384135 0.00211976 0.00319237 0.00208062
internal_count=3121 2997 2454 543 556 443 287 129 297 159
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=14
num_cat=0
split_feature=14 147 484 15 0 40 160 131 12 43 0 0 48
split_gain=0.000217322 0.000144627 0.000158272 0.000161821 0.000116768 0.000189156 0.000120756 0.000142671 0.00021552 0.00018694 9.25044e-05 0.000143539 0.000111921
threshold=0.062655000000000016 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 0.18019500000000002 -0.068949999999999997 0.092070000000000013 0.08844500000000001 0.098810000000000023 0.0010100000000000003 -0.12333499999999999 -0.075359999999999996 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 9 10 12 -12 -7
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00071067136907490482 -0.00082391732897700359 0.00056345462583946143 0.00067214502657946473 -0.00077101105114392725 0.00052649263092352451 0.00087773883033915071 -0.00054018209599657045 -0.00056976636188841483 -0.00055572831345343141 0.00093724917692435562 -0.00048130936319551237 0.0002868068212453267 1.503147434348452e-05
leaf_weight=0.0010222405127636421 0.0010347257958469016 0.0016761419476161157 0.0012668548501713539 0.0012045015712859883 0.0012037050154685138 0.0010442472493049654 0.0012265744185867055 0.0010268950137481145 0.0012086394962378608 0.0012473177804706581 0.0014565659278832762 0.0019325616683419913 0.0010098668485793993
leaf_count=458 104 167 222 155 30 50 119 314 256 279 669 243 55
internal_value=0 4.89649e-05 -9.1065e-06 4.2758e-05 -2.07202e-05 -7.87173e-05 3.41563e-06 7.81138e-05 0.000162338 0.000292056 0.00014421 -4.33111e-05 0.000453605
internal_weight=0 0.0165261 0.01485 0.0138277 0.0125609 0.0113572 0.0101527 0.00892609 0.0078992 0.00669056 0.00544324 0.00338913 0.00205411
internal_count=3121 3017 2850 2392 2170 2140 1985 1866 1552 1296 1017 912 105
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=15
num_cat=0
split_feature=14 157 14 15 15 0 0 52 16 0 13 48 1 0
split_gain=0.000271955 0.000125411 0.000170278 0.000341438 0.000228305 0.000209086 0.000198064 0.000332627 0.000184142 0.00044656 0.000117 9.73392e-05 0.000189871 6.0591e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.10708499999999999 -0.15026499999999995 -0.095869999999999983 -0.10474999999999998 -0.019414999999999998 0.083680000000000018 0.38525000000000004 0.15398500000000004 -0.015039999999999998 0.087380000000000013 0.09253500000000002 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 13 11 7 10 9 -8 -7 12 -6 -5
right_child=-2 2 3 4 5 6 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00042033548741150372 -0.00077942200444892766 -0.00053124270698532122 0.00087931640758540867 -0.00074887625868336758 0.00014787557315373883 -0.00036640072118156918 0.00044880035621944068 0.00022150290939448752 0.00069973441053382149 -0.0007285213855585523 -0.0010958738018962688 5.2134678053574414e-05 0.0010797656899816769 -0.00023607553672681231
leaf_weight=0.0018692057282665561 0.0010199289095884625 0.0013361273230619022 0.0010861533432994655 0.0010343046930511024 0.001089125737416651 0.0010430389924475699 0.0018772114337729838 0.0014868775617992661 0.0010994579689720396 0.0013057680584790399 0.0010593362799712755 0.0012670548150799377 0.0010047520962950252 0.001178100246808692
leaf_count=398 101 102 216 76 66 605 112 689 70 46 326 64 82 168
internal_value=0 4.15584e-05 -3.06243e-06 4.55032e-05 -2.18562e-05 6.75559e-05 -7.02746e-05 -0.000338154 0.000154244 -3.41777e-05 -0.000733965 0.000390371 0.000595045 -0.000475811
internal_weight=0 0.0177365 0.0158673 0.0145312 0.013445 0.0112326 0.00787169 0.00358925 0.00428244 0.00318298 0.00210238 0.00336093 0.00209388 0.0022124
internal_count=3121 3020 2622 2520 2304 2060 1848 1620 228 158 931 212 148 244
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=11
num_cat=0
split_feature=52 16 43 474 49 16 13 48 13 1
split_gain=5.62486e-05 9.65248e-05 8.56648e-05 0.000123164 0.00013939 0.000125782 0.000230588 7.38293e-05 9.34841e-05 0.000164715
threshold=-0.28430999999999995 0.23311500000000004 -0.13868499999999997 0.084660000000000027 0.093655000000000002 -0.056919999999999991 -0.00096999999999999983 0.085845000000000019 -0.086589999999999986 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.0029779949552294835 -0.0029794102183101486 0.0034035582174758226 -0.0019197205312952762 0.0046059302899975584 0.0037795190156573377 0.00054205795593559986 -0.0078643566895251864 -0.0023847291334178054 0.0055173089419202782 -0.0010636203083606438
leaf_weight=0.0010430542866159661 0.0016551768983761655 0.0014889768551570393 0.0012055253866407071 0.0010378002095124675 0.0013073443933943329 0.0011940837891464603 0.001106655371490118 0.0014153590647331821 0.0014717291835391975 0.0012280930328185608
leaf_count=344 272 139 359 242 243 487 115 161 633 126
internal_value=0 0.000223169 -0.000184302 0.000279889 -0.00022293 -0.00090949 -0.00350143 0.000211295 0.00115214 0.00252378
internal_weight=0 0.0131107 0.0116218 0.00996659 0.00892879 0.00762145 0.00230074 0.00532071 0.00390535 0.00269982
internal_count=3121 2777 2638 2366 2124 1881 602 1279 1118 759
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=11
num_cat=0
split_feature=4 16 2 4 52 4 0 52 3 13
split_gain=5.21723e-05 6.26381e-05 9.14154e-05 0.000103465 9.22028e-05 0.000105861 8.86485e-05 7.54178e-05 3.89338e-05 3.73696e-05
threshold=0.27834500000000006 -0.36241499999999999 0.10855000000000002 -0.10429499999999998 1.0000000180025095e-35 0.0061450000000000003 -0.10607499999999999 0.077655000000000016 -0.13309499999999996 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 -7 -4 -2 -3
right_child=8 2 7 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0040210623227883218 0.00011653608896188672 -0.0056373987045486539 0.00013274308286058176 -0.0038292367273902806 0.0042740809502574599 0.0041627865173447694 -0.0017014900116482947 0.0055961489432448473 0.0038064189718949163 -0.0017831591080487675
leaf_weight=0.0010922168272233862 0.0014306611320848983 0.0011418663962683429 0.0014182256145852494 0.0016513667908804172 0.0011064674774948942 0.0012522801639125447 0.001239341490128186 0.0010720573003570322 0.0013364866879948907 0.0012998211625996079
leaf_count=148 83 75 284 950 822 53 141 114 257 194
internal_value=0 -0.000483363 -0.000103855 -0.000941998 0.000287631 -0.00077703 0.00124587 0.00248472 0.00189869 -0.00358561
internal_weight=0 0.0112736 0.0101814 0.00769114 0.00524946 0.00414299 0.00249162 0.00249028 0.00276715 0.00244169
internal_count=3121 2781 2633 2235 1966 1144 194 398 340 269
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=11
num_cat=0
split_feature=47 1 52 2 48 52 12 15 13 2
split_gain=5.36848e-05 8.28165e-05 0.000109696 7.66046e-05 0.000135196 0.000160426 0.000121155 0.000140306 6.95807e-05 5.89428e-05
threshold=0.13148500000000005 0.11323000000000001 0.11434500000000002 0.092120000000000021 0.084855000000000014 0.094465000000000007 0.084100000000000022 -0.008624999999999999 -0.0025349999999999995 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 7 -1 -3 -5
right_child=-2 8 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0021892163872852125 -0.0029668927334460427 0.004798092559315334 -0.0045319403078854211 -0.00019900730952576308 0.0049955673140467767 0.0043774670094079652 -0.0047874492553845027 0.0043170690321295679 0.00047715792011250547 -0.0048245795904220852
leaf_weight=0.0016378964313491506 0.0011205281320678254 0.0012661322220570842 0.0011190179238912143 0.0011670046191537683 0.0014250495234020694 0.0010277502938353944 0.0013092601505493113 0.0010971019144927624 0.0017735999675292389 0.0010263797917898724
leaf_count=216 65 287 402 311 170 64 1108 163 127 208
internal_value=0 0.00024642 -0.000382794 0.000151467 0.00138475 -0.000212705 -0.00126536 0.000420678 0.00227695 -0.00236351
internal_weight=0 0.0128492 0.00980946 0.00869044 0.00464618 0.00322113 0.00404426 0.002735 0.00303973 0.00219338
internal_count=3121 3056 2642 2240 753 583 1487 379 414 519
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=10
num_cat=0
split_feature=484 42 43 0 16 2 15 4 2
split_gain=4.73885e-05 6.08016e-05 0.000132402 0.000150996 0.000144536 6.79727e-05 0.000143877 9.12203e-05 8.03143e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.15891500000000003 0.089885000000000007 -0.095869999999999983 0.061775000000000004 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -4 -8
right_child=-2 2 4 -5 -6 6 8 -9 -10
leaf_value=-0.0028236341383617437 0.0026063308367058852 -0.00032185917086553691 -0.0047964715024092011 0.0067095354345462132 -0.0058883884379657405 -0.0028074415085221987 0.0058032750153308383 0.00099217407074283213 0.00082334123505330614
leaf_weight=0.0018230286790950874 0.0013898496896466396 0.0014604200974303733 0.0012775166127384678 0.0012787736594354138 0.0010953069165755324 0.0014374443442041005 0.0012646886808111747 0.0011591211934223189 0.0016877651466890506
leaf_count=817 341 617 460 135 203 154 152 63 179
internal_value=0 -0.000302093 0.000129088 0.0029607 -0.000850018 -4.162e-05 0.00106914 -0.00204278 0.0029565
internal_weight=0 0.0124841 0.010661 0.00273919 0.00792184 0.00682654 0.0043899 0.00243664 0.00295245
internal_count=3121 2780 1963 752 1211 1008 485 523 331
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=13
num_cat=0
split_feature=14 1 4 47 13 157 16 1 4 160 4 0
split_gain=0.000285836 0.000156761 0.000226557 0.00020843 0.000193352 0.000202685 0.000175099 0.000165244 0.000163301 0.000158167 0.000118074 0.000119035
threshold=0.076175000000000007 0.077565000000000009 -0.029144999999999997 0.086380000000000012 -0.091054999999999983 -0.059399999999999988 -0.11676499999999999 0.13146500000000003 0.24564500000000003 0.079055000000000014 -0.49405499999999997 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -3 -6 -7 8 -5 -8 -1 -12
right_child=-2 3 -4 7 5 6 9 -9 -10 -11 11 -13
leaf_value=-0.00044603035378163917 -0.00089358058382191328 0.00094799556835748237 -0.00085344763481919603 -0.0008639155081638086 0.00087755338683804098 0.00052538479675946987 -0.00049304010954927279 0.00033486901351222601 -4.9061325353856908e-06 0.00023374335228939228 -0.00018846543276953404 0.0005515353370360574
leaf_weight=0.0012615267740083693 0.001069426155761887 0.0013307102745881124 0.0012816180028840845 0.0013144458250013212 0.0011749119301218145 0.0017794607309247648 0.0020006372075370414 0.0014257042533726036 0.0014883151842468578 0.0017888607460291722 0.0012736770924552049 0.0014848865110312914
leaf_count=35 101 205 763 197 146 167 460 55 52 124 776 40
internal_value=0 5.20427e-05 -0.000203246 0.000162053 0.000329329 0.000207253 6.58366e-05 -0.000157373 -0.000407766 -0.000149957 4.04072e-06 0.000209864
internal_weight=0 0.0176048 0.00530171 0.012303 0.00807458 0.00674387 0.00556896 0.00422847 0.00280276 0.0037895 0.00402009 0.00275856
internal_count=3121 3020 1614 1406 1102 897 751 304 249 584 851 816
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=16
num_cat=0
split_feature=14 124 147 484 48 4 12 1 4 12 0 3 16 12 0
split_gain=0.00025984 0.000211483 0.000246482 0.000270214 0.000252517 0.000335634 0.000280935 0.00044268 0.00027657 0.000355127 0.000282674 0.000196245 0.000144453 0.000140362 0.000143655
threshold=0.076175000000000007 0.093335000000000015 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 0.098810000000000023 0.11588000000000001 -0.0016099999999999997 -1.0000000180025095e-35 -0.11437499999999999 0.096675000000000011 -0.091354999999999978 0.090455000000000021 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 10 -10 -5 12 -11 14 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 9 11 13 -13 -14 -15 -16
leaf_value=-0.000892085921431412 -0.00082556308550229055 0.00081420254558727879 0.00057333803380743315 0.0010759150806730717 -0.00078605993365656729 0.00077328304081603733 -0.0014502912850944123 0.00015880397468837293 -0.0010563268979572823 -0.00073129702541318902 -0.00051493490074302681 0.00067662592532708224 0.00019516736388345733 0.00049172832867865838 0.00026128639001574529
leaf_weight=0.0011450506873750986 0.0011214701838380128 0.0010048650994307481 0.0019845744804931611 0.0011752588849848183 0.0011872407644847325 0.0017090049152234917 0.0010223763682549814 0.0010512394175385964 0.0012360934043442739 0.0010051046470902977 0.0014144035425606724 0.0010122042285333199 0.001036101480500152 0.0018911616257807073 0.0014781222559878682
leaf_count=456 101 54 166 67 66 210 281 41 100 136 797 37 133 405 71
internal_value=0 3.64631e-05 -6.13148e-06 -7.64105e-05 -1.50377e-05 5.02024e-05 -5.0085e-05 -0.000634545 6.81715e-05 -0.000268948 0.000310844 4.98023e-05 -0.00026103 0.000122881 -0.000118275
internal_weight=0 0.0193528 0.0183479 0.0163634 0.0152183 0.0140311 0.0123221 0.00207362 0.0102485 0.0042895 0.00595895 0.00305341 0.00204121 0.00478369 0.00289253
internal_count=3121 3020 2966 2800 2344 2278 2068 322 1746 406 1340 306 269 1273 868
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=15
num_cat=0
split_feature=14 48 484 150 15 16 0 1 0 43 16 13 1 3
split_gain=0.000275066 0.000154271 0.000164741 0.000249406 0.000193846 0.000182767 0.000243494 0.000212043 0.000188979 0.000214069 0.000185879 0.00016425 0.000135428 0.000125936
threshold=0.076175000000000007 -0.064549999999999982 -0.0068949999999999992 0.11259000000000001 -0.24436499999999997 -0.27167499999999994 -0.11991499999999998 0.13021500000000003 0.18019500000000002 -0.084004999999999982 -0.070454999999999976 -0.0087749999999999981 0.095285000000000022 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 13 10 8 9 11 -7 -8 -11 -6
right_child=-2 2 3 -5 5 6 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.0006067030288406536 -0.00085844485780010545 -0.00063514276218527355 0.00069972522040713677 -0.00080541674046993785 5.5746207333421602e-05 0.00020151347431161514 0.00061219139852814093 0.00057458102044804496 0.00044180804335506397 -0.00093293376356291943 0.0011412631700307629 -0.00031713615117126326 -0.00015885646420547595 -0.00074692346588767276
leaf_weight=0.0013823651726416744 0.0011517729028031045 0.0012340106598316926 0.0015099344078698769 0.0010342256622009873 0.0010789378715941877 0.0016241752377350593 0.0010530475269001222 0.0015201139430551791 0.0013245658045182296 0.0017982683752332772 0.0011227240696571874 0.0013936862309741806 0.0011810090812395257 0.0014383834051553577
leaf_count=150 101 460 225 68 73 63 177 53 30 1114 74 238 215 80
internal_value=0 3.5779e-05 -9.80649e-06 3.81858e-05 9.61775e-05 2.88466e-05 0.000127492 -2.46612e-05 -0.0001596 -0.000306413 0.000585612 8.28363e-05 -0.000626083 -0.000402895
internal_weight=0 0.0186954 0.0173131 0.0160791 0.0150448 0.0135349 0.0110176 0.00827069 0.00675058 0.00542601 0.0027469 0.00244673 0.00297928 0.00251732
internal_count=3121 3020 2870 2410 2342 2117 1964 1827 1774 1744 137 415 1329 153
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=14
num_cat=0
split_feature=14 47 47 42 43 16 14 3 16 150 160 4 1
split_gain=0.00025305 0.000104159 0.000162945 0.000221027 0.000230801 0.000405379 0.000134439 0.000203998 0.000208755 0.000181856 0.000176893 0.000225503 0.000405995
threshold=0.076175000000000007 0.13148500000000005 0.10980000000000002 -0.088934999999999986 -0.20207499999999998 0.22339500000000004 -0.10708499999999999 0.090900000000000009 -0.071359999999999993 0.087380000000000013 -1.0000000180025095e-35 -0.083854999999999985 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 9 -9 10 -8 -12 -13
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11 11 12 -14
leaf_value=-0.00069164036245727403 -0.00082628282967558942 -0.00039890759388945654 0.00075986841233108022 0.00074833322919822161 -0.00040518433123430393 -0.00084020899677333353 -0.00042573815058557721 0.00018042153773444765 0.0010577978649387255 -0.00050474248791129055 0.00098454035365740057 -0.000689033917040916 0.0007067880153747519
leaf_weight=0.0011605694420570691 0.0010770625015834581 0.0014799597199767747 0.0010126348917679712 0.0014836351257669902 0.0012334886571778595 0.0014597617596840981 0.0011071088379571176 0.0019434156928298668 0.0014248183522819202 0.0015154813243131865 0.0012114130735182147 0.0011585472555690982 0.0013891691274541393
leaf_count=353 101 65 113 98 106 317 508 138 58 191 149 746 178
internal_value=0 4.3126e-05 8.3759e-05 3.83799e-05 9.92149e-05 2.18189e-05 0.000136387 0.000204903 0.000551566 2.19359e-05 0.000185958 0.00036611 7.20527e-05
internal_weight=0 0.01758 0.0161 0.0150874 0.0139268 0.0124432 0.0109834 0.00974995 0.00336823 0.00638172 0.00486624 0.00375913 0.00254772
internal_count=3121 3020 2955 2842 2489 2391 2074 1968 196 1772 1581 1073 924
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=12
num_cat=0
split_feature=1 0 47 1 151 2 4 457 0 4 12
split_gain=5.08007e-05 0.000145807 6.77083e-05 0.000138476 0.000133088 9.11331e-05 0.000120543 9.53126e-05 7.60153e-05 7.41284e-05 1.39467e-05
threshold=0.077565000000000009 0.051010000000000007 0.086380000000000012 0.13146500000000003 0.056735000000000001 0.11510000000000002 -0.04890499999999999 0.045365000000000009 -0.12333499999999999 0.24564500000000003 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 -2 8 -8 -4 -3
right_child=2 10 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0038307225945789602 -0.0024835862963110502 0.0022329862000312057 -0.0055478776615782606 0.0026369571372355143 -0.0025436695416874212 0.0053275797990537206 -0.0016662521129183346 0.0055694548375684726 0.0032135678476178354 -0.00070306896045392922 0.00010717697126289729
leaf_weight=0.0019268711236000617 0.0011050033219246469 0.0010051286362795508 0.0010161556031547427 0.0011238099278647632 0.0012927091758181408 0.0011630446749455511 0.0010304466415149705 0.0011169298600101074 0.0011349143215361309 0.0011268098697314599 0.0010866106585264435
leaf_count=1561 474 28 197 55 93 220 94 103 197 52 47
internal_value=0 -0.00124929 0.000479549 -0.00106107 0.00121502 0.00209044 0.0012323 0.00248327 0.000891371 -0.00300039 0.00112868
internal_weight=0 0.00401861 0.0101098 0.00326678 0.00684305 0.00555034 0.00438729 0.00328229 0.00216536 0.00214297 0.00209174
internal_count=3121 1636 1485 304 1181 1088 868 394 291 249 75
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=13
num_cat=0
split_feature=48 0 4 42 49 160 12 12 12 52 4 2
split_gain=5.16626e-05 0.000100681 0.000101025 8.77156e-05 0.000136843 0.000106266 8.92166e-05 0.000168267 0.000141782 8.90492e-05 6.82584e-05 6.75286e-05
threshold=0.12879500000000002 -0.23091999999999999 0.27834500000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 -0.040564999999999997 0.051320000000000005 0.090455000000000021 0.091275000000000009 1.0000000180025095e-35 -0.13033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 10 -9 -10 -8 -4
right_child=-2 2 11 -5 6 -7 7 8 9 -11 -12 -13
leaf_value=0.0043191017658602516 -0.0029527124080157615 -0.0060531353486679125 0.00021728104280940912 -0.0039062964010950964 -0.002791269261790024 3.9200122564851495e-05 0.002186956753264589 -0.0045272734931285927 -0.0011360175340615272 0.0045478324142651698 0.0072549968663368457 0.0051817320574801852
leaf_weight=0.0010526675078539336 0.0010525023912417485 0.0011476940661838868 0.0010778638462628446 0.0014099576687086933 0.0010612124311584654 0.0010396387586848396 0.001018500204594373 0.0010525020870100002 0.0010602079264379035 0.0010407048540248993 0.0010069227905056266 0.0010123822154390191
leaf_count=79 90 321 57 500 101 165 108 878 382 170 38 232
internal_value=0 0.00022701 -0.000134137 -0.000719709 -0.000186572 -0.00315745 0.000854814 0.00160194 -0.000392092 0.00167953 0.00470649 0.00262175
internal_weight=0 0.0129803 0.0119276 0.00983734 0.00842738 0.00218733 0.00624005 0.00517884 0.00315341 0.00210091 0.00202542 0.00209025
internal_count=3121 3031 2952 2663 2163 486 1677 1576 1430 552 146 289
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=10
num_cat=0
split_feature=14 15 15 0 47 43 43 4 4
split_gain=5.43036e-05 0.000116881 7.40265e-05 8.73367e-05 9.78323e-05 0.000108891 0.000109068 9.41707e-05 4.1657e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.095869999999999983 -0.10474999999999998 0.085270000000000026 -0.084004999999999982 0.08845500000000002 0.0052350000000000009 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 8 -7 -4 -5
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.0029312115763290955 0.0044509280767460694 -0.002820180197685397 -0.00070363034904784825 -0.0012543151701705502 0.0023590517953790881 -0.0061248572964125612 -0.00033064360233834732 0.0043246796468174231 0.002820254268613741
leaf_weight=0.00119961813567561 0.0012414802728267791 0.0018482558588626763 0.0013003658275845846 0.0010275908237726145 0.0016626961585211909 0.0015217751623400515 0.0011970086078331582 0.0018767430015384778 0.0010424218705711655
leaf_count=140 232 260 159 69 195 1300 171 148 447
internal_value=0 0.000265096 -0.000187696 0.000317622 -0.000642189 -0.00168424 -0.00357382 0.00226663 0.000797566
internal_weight=0 0.0127183 0.0114769 0.0096286 0.00645149 0.0047888 0.00271878 0.00317711 0.00207001
internal_count=3121 2981 2749 2489 2182 1987 1471 307 516
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 160 52 13 2 0 0
split_gain=4.99033e-05 9.42622e-05 7.90513e-05 0.000126477 0.000141673 8.85469e-05 0.000103961 0.000153536 0.00010599 8.79984e-05 5.28527e-06
threshold=-0.28430999999999995 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.050340000000000003 0.10744000000000002 -0.084034999999999985 0.086950000000000013 -0.06563999999999999 -0.079984999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 6 7 -5 -9 -6 -2
right_child=1 -3 3 4 9 -7 -8 8 -10 -11 -12
leaf_value=-0.003022886066702651 0.001678235813548117 0.0041206788448385047 0.0034824921531291558 0.0029918916854129382 -0.0015096710427418196 -0.00376485106200607 0.0043329857227841183 0.00084500339818493662 -0.0050009863236208252 -0.0073269589629201132 0.0031249548638645134
leaf_weight=0.0010098712581363646 0.0010022025597941305 0.0011248697560105629 0.0012636457811647838 0.0015449722033418077 0.0010026824808500329 0.0011653451237036011 0.0011181531601111468 0.0010335632860443739 0.001517251759206373 0.001060817374715875 0.0010000800591900027
leaf_count=344 218 163 111 455 322 161 329 425 305 150 138
internal_value=0 0.000227708 -0.000146295 -0.000671726 -0.00129349 -0.000256206 0.000527996 -0.000510769 -0.00263225 -0.00450026 0.00240083
internal_weight=0 0.0128336 0.0117087 0.00970643 0.00844279 0.00637929 0.00521394 0.00409579 0.00255082 0.0020635 0.00200228
internal_count=3121 2777 2614 2258 2147 1675 1514 1185 730 472 356
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=11
num_cat=0
split_feature=47 52 12 12 2 13 12 3 2 2
split_gain=4.83577e-05 7.72601e-05 0.000117901 0.000101366 8.20032e-05 0.000189193 0.000135201 0.000124252 0.000148706 8.95253e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.11650500000000001 0.099185000000000009 -0.00051499999999999994 0.084100000000000022 -0.016324999999999996 0.08622500000000001 0.11177500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 -9 -7
right_child=-2 -3 3 -5 5 9 -8 8 -10 -11
leaf_value=0.003537930096580382 -0.0025703190013775714 -0.0025961646102840462 0.0054644800474225857 0.00027936651873217242 0.0048542858643521375 0.0015165732808117441 -0.0045481401316019394 0.0015147505066196148 -0.0045652210895732771 -0.0037477695846682866
leaf_weight=0.0011778165315002656 0.0011020349320755166 0.0014122880808749927 0.0013080999644162475 0.0011539997473965658 0.0014792062221353963 0.0010573592779530294 0.0013918631595478043 0.0013418783290379426 0.0012764257770404019 0.0010439961299422984
leaf_count=252 65 476 285 109 297 126 1157 156 102 96
internal_value=0 0.000214936 0.000568441 0.00303419 -0.000123911 0.00136051 -0.00114841 9.81206e-05 -0.00144924 -0.00109886
internal_weight=0 0.0126429 0.0112306 0.0024621 0.00876855 0.00358056 0.00518798 0.00379612 0.0026183 0.00210136
internal_count=3121 3056 2580 394 2186 519 1667 510 258 222
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=10
num_cat=0
split_feature=41 484 48 0 160 12 1 52 0
split_gain=4.73767e-05 8.22144e-05 6.11627e-05 0.000148862 6.99753e-05 0.000178545 0.000103626 0.000179909 6.14407e-05
threshold=0.07831500000000001 0.085515000000000022 0.083985000000000018 -0.18901999999999997 -1.0000000180025095e-35 -0.029094999999999999 0.094825000000000007 0.077655000000000016 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 -7 -8
right_child=-2 -3 3 -5 5 6 8 -9 -10
leaf_value=-0.0035528094351355154 -0.0027597674707021719 0.0034692776555414846 -0.0015946178349377322 0.0039635789399300372 -0.0051926718574040708 -0.005367711330732914 0.0040019414758091874 0.0016570280971536478 5.263029401684901e-05
leaf_weight=0.0013285400014994434 0.0010188122964707733 0.0012326182027241868 0.0016004628715986513 0.0018044309707799756 0.001066354617201665 0.0010701074401705387 0.0017780371615844781 0.0016031265507070735 0.0011366604006932679
leaf_count=518 151 330 68 441 150 621 174 530 138
internal_value=0 0.000214472 -0.000137831 0.00135096 -0.000772841 -0.000217816 0.000731545 -0.00115501 0.00246181
internal_weight=0 0.0126203 0.0113877 0.00340489 0.00798283 0.00665429 0.00558793 0.00267323 0.0029147
internal_count=3121 2970 2640 509 2131 1613 1463 1151 312
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=15
num_cat=0
split_feature=38 39 14 48 457 0 52 3 4 0 13 42 42 2
split_gain=0.000253267 0.000237418 0.000200025 0.000203646 0.000231951 0.000195156 0.000218055 0.000143607 0.000240996 0.00041684 0.000345609 0.00021544 0.000202547 0.000141897
threshold=1.0000000180025095e-35 0.091820000000000013 0.076175000000000007 0.12649500000000002 0.085360000000000005 -0.17169499999999996 0.11434500000000002 -0.12018999999999998 0.25615500000000008 -0.10607499999999999 -0.15078499999999997 0.075730000000000006 0.083995000000000014 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 13 7 11 9 -9 -11 -7 -12 -1
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 12 -13 -14 -15
leaf_value=6.915584336408355e-05 -0.00085046743230062373 0.00069163576563342007 -0.00074573597794129855 -0.00064493014458949418 0.00074497367447835469 0.00076218496864256975 -0.00080824417612643663 0.00076182364213193184 -0.0008744979609900149 0.00055247316144159018 -0.00096381724623324837 -0.00021286626106302561 -5.3769616677897949e-05 0.00097209789548058638
leaf_weight=0.0011168484461219199 0.0010270900841904398 0.0015427932277927705 0.0010832643380646037 0.0012540885185376065 0.001457928143730817 0.0015681800201265972 0.0011242079516878686 0.0016110535623787845 0.0011142228421506667 0.0011054936961314432 0.0017760455263106231 0.0012224760384356159 0.0012726794826619092 0.0010000258018019181
leaf_count=54 63 155 100 76 165 146 399 98 120 28 803 47 823 44
internal_value=0 3.81263e-05 -2.22232e-05 2.79428e-05 8.66687e-05 1.23333e-05 -8.24617e-05 1.91447e-06 -0.000133223 1.00393e-05 -0.000281511 0.000335054 -0.000583921 0.000495712
internal_weight=0 0.0182493 0.0167065 0.0156233 0.0143692 0.0129112 0.0107944 0.00967015 0.0068795 0.00576527 0.00415422 0.00279066 0.00304873 0.00211687
internal_count=3121 3058 2903 2803 2727 2562 2464 2065 1872 1752 1654 193 1626 98
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=11
num_cat=0
split_feature=48 0 4 42 49 160 160 52 16 0
split_gain=4.63377e-05 9.28257e-05 9.35826e-05 7.76351e-05 0.000114523 0.000102172 7.10108e-05 0.000124567 0.00029247 4.08163e-05
threshold=0.12879500000000002 -0.23091999999999999 0.27834500000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 -0.027994999999999996 0.091275000000000009 -0.056919999999999991 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -8 -4
right_child=-2 2 9 -5 6 -7 7 -9 -10 -11
leaf_value=0.0039511192398839533 -0.0026653158818149502 -0.0054552124790016466 0.0042711157443287061 -0.0035457558358550898 0.0032880607769782836 0.00022247589359831725 0.0018990391259125013 0.0032389776766731126 -0.0059692700849333473 0.00056894793903907576
leaf_weight=0.0010295246989975313 0.0010267178221715556 0.0011312107998303353 0.0010092404676089999 0.0013549108916789824 0.0014090200992148069 0.0010195241228318427 0.0018921971814801139 0.0013761475893927788 0.0013837255458017941 0.0010060938407667084
leaf_count=79 90 321 175 500 402 165 621 188 466 114
internal_value=0 0.000208236 -0.000124467 -0.000661101 -0.000185147 -0.00276379 0.000729865 -4.49614e-05 -0.00142448 0.00242292
internal_weight=0 0.0126116 0.0115821 0.00956674 0.00821183 0.00215073 0.00606109 0.00465207 0.00327592 0.00201533
internal_count=3121 3031 2952 2663 2163 486 1677 1275 1087 289
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=10
num_cat=0
split_feature=1 12 13 16 47 48 1 160 15
split_gain=5.12493e-05 7.32672e-05 8.20446e-05 7.61403e-05 6.39123e-05 0.000152691 0.000119253 7.66154e-05 0.000105333
threshold=0.13686500000000004 0.11650500000000001 0.10935500000000002 0.22339500000000004 0.092530000000000015 0.085845000000000019 0.077565000000000009 -1.0000000180025095e-35 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.0013388950422885228 0.0024126848694243919 -0.0034888425552562475 0.0028825115365794323 -0.0037567551090167675 -0.0026393220646956555 -0.002811260778980158 0.00071679205905217879 0.0072190491588060022 0.0014753515327495755
leaf_weight=0.0016740783962077726 0.0013339295936352072 0.0010911635569823925 0.0014908701393210122 0.0010200361757366798 0.0013134897432882861 0.0017987503011885862 0.0016528325699511418 0.0011150137467684329 0.0010478213369694428
leaf_count=1117 169 121 165 367 200 281 273 121 307
internal_value=0 -0.000272564 4.32391e-05 -0.000396688 1.75392e-06 0.000477713 0.00155537 0.00282519 0.00443642
internal_weight=0 0.0122041 0.0111129 0.00962202 0.00860199 0.0072885 0.00548975 0.00381567 0.00216284
internal_count=3121 2952 2831 2666 2299 2099 1818 701 428
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=11
num_cat=0
split_feature=14 15 4 49 39 4 3 2 43 52
split_gain=5.34638e-05 9.99805e-05 7.95635e-05 7.39657e-05 6.28863e-05 9.42031e-05 0.000101311 0.000118047 5.90247e-05 0.000160807
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 0.0093850000000000027 0.091820000000000013 0.076415000000000025 0.090900000000000009 0.10527500000000002 -0.083684999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11
leaf_value=-0.0024497669159400017 0.0035543391539791976 -0.00039490332961404206 -0.0028300390645687426 0.0030882750790058476 0.0026474051677687132 0.0027268404361005297 0.0037767647998249018 -0.0018182104787944125 -0.0066330187705999381 -0.00058500347452524143
leaf_weight=0.0011795151909400553 0.0011798923506518072 0.0016689451101917748 0.0013754205937190058 0.0011723733732707216 0.0010346397379356193 0.0011057963832311057 0.0011110645829755517 0.0010679021073806139 0.0011512147882145915 0.0014151678297716348
leaf_count=140 232 502 148 474 67 90 77 72 386 933
internal_value=0 0.000228609 -0.000124824 0.000257696 -0.000130218 -0.000512373 -0.0010708 0.00103469 -0.00215402 -0.00329799
internal_weight=0 0.0122824 0.0111025 0.0097271 0.00855473 0.00752009 0.00641429 0.00217897 0.00423533 0.00256638
internal_count=3121 2981 2749 2601 2127 2060 1970 149 1821 1319
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=10
num_cat=0
split_feature=150 151 151 4 43 43 1 16 43
split_gain=4.75681e-05 0.000105307 9.34283e-05 0.000109721 0.000101268 0.000169302 0.000128696 7.35207e-05 0.000170045
threshold=0.081835000000000019 -0.055494999999999996 -0.0096649999999999982 0.40473500000000007 -0.074359999999999996 0.05259500000000001 0.095285000000000022 0.23311500000000004 -0.13868499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 -6 8 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0042983119951069924 0.0041537110596538262 -0.00078184161198211009 -0.0040122614178079762 0.0038533648646902423 -0.0075474699984663298 0.0012106423996523334 -0.0015931775112852555 0.0040783119052006803 0.0035367392464041953
leaf_weight=0.0010420668445323871 0.0014357284141507526 0.001764840706982196 0.0010840646464604677 0.0011673144227473649 0.0011225760449153207 0.0019244090823324882 0.0016300458711214216 0.0011031929776756828 0.0011018747075499232
leaf_count=265 264 156 204 227 857 356 233 159 400
internal_value=0 0.00143218 -0.000459354 -2.13548e-05 -0.000589133 -0.00186866 -0.00402146 0.00123031 -0.000207008
internal_weight=0 0.00320057 0.0101755 0.00913348 0.00796616 0.00467703 0.00275262 0.00328913 0.00218594
internal_count=3121 420 2701 2436 2209 1446 1090 763 604
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=10
num_cat=0
split_feature=14 15 4 0 0 3 1 16 2
split_gain=5.10371e-05 7.9526e-05 6.93264e-05 7.58075e-05 0.000125447 0.000122772 8.54586e-05 8.10851e-05 9.06572e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 -0.10607499999999999 -0.062294999999999996 0.076840000000000006 0.091785000000000019 0.064860000000000015 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 7 -3 -6 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=-0.0024525582143777461 0.0032859591424291654 -0.00011562235968040778 -0.002689814328477827 -0.0032994227548765781 0.0047839700425671792 -0.0023459288874698382 0.0038220173811252165 0.0031302254970225862 -0.002042373513630446
leaf_weight=0.0011684369040660036 0.0011569784652440919 0.0017272944821713921 0.001353578836496643 0.0017556951165990323 0.0010191208374936978 0.0014734737451882474 0.0015904772676919587 0.0010200381666594094 0.0010161125848587096
leaf_count=140 232 162 148 1823 129 106 142 72 167
internal_value=0 0.000229815 -9.29272e-05 0.000273144 -0.000518158 0.000560077 0.00177201 0.00196156 0.000548912
internal_weight=0 0.0121128 0.0109558 0.00960221 0.00628444 0.00452875 0.00331777 0.00305527 0.00203615
internal_count=3121 2981 2749 2601 2297 474 304 368 239
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=10
num_cat=0
split_feature=14 2 48 0 52 47 151 16 0
split_gain=4.15352e-05 6.50126e-05 0.000147765 0.000125318 9.31386e-05 0.000108618 9.33472e-05 0.000122158 5.40761e-05
threshold=-0.10708499999999999 0.10912000000000001 0.12230500000000001 0.15398500000000004 -0.088204999999999992 0.092710000000000015 -0.0071249999999999985 -0.084119999999999986 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 6 -6 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0024958067772920412 -0.0025706240987974746 0.0060816864169524771 -0.0023411434124387901 -0.0049685662545126772 0.0049951504588720613 -0.0026022978244319159 -0.0016472580121808878 0.0035502381434009207 0.0016769964350971305
leaf_weight=0.0011639934414223651 0.001773115339271894 0.0011295926787868588 0.0010372749612702625 0.001002167152299783 0.001380371867252146 0.0012512043139234381 0.0018673883611523025 0.0015996469023082922 0.0010022390787183715
leaf_count=140 488 153 83 46 251 162 653 847 298
internal_value=0 0.000234745 0.00193183 -0.000371329 0.000213956 0.00102355 0.00195944 0.000750802 0.00401091
internal_weight=0 0.012043 0.00316911 0.00887389 0.00787173 0.00609861 0.00484741 0.00346704 0.00213183
internal_count=3121 2981 534 2447 2401 1913 1751 1500 451
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=15
num_cat=0
split_feature=14 38 124 3 0 13 1 47 43 1 3 15 49 3
split_gain=0.000258647 0.000204112 0.00032539 0.000181954 0.000255292 0.000259107 0.000210566 0.0003065 0.00019386 0.000187074 0.000214692 0.000223596 0.000125042 0.000111118
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.12018999999999998 -0.053834999999999994 -0.15078499999999997 0.12500000000000003 0.092530000000000015 -0.13868499999999997 0.094465000000000007 0.090900000000000009 -1.0000000180025095e-35 -0.0020949999999999996 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 7 9 -4 10 11 -5 -11 -10
right_child=-2 -3 3 4 5 -7 -8 -9 13 12 -12 -13 -14 -15
leaf_value=0.00094651047367124114 -0.00083382791640800209 -0.00069429400893488943 -0.0002416471247813034 -0.0010109921692031288 0.00015293283464876982 -0.00087772668486668399 0.00070624769396545879 -0.00075928284467054457 0.00030091155173530079 2.9171831429214548e-05 0.00045553804935010361 5.202498627192136e-05 0.00074782613514766481 0.00098757058872980114
leaf_weight=0.0011300427663255832 0.0010140558476577901 0.0010128837371095592 0.0011803618612029609 0.0010549681563773445 0.0010600625545568176 0.0019212299626980437 0.0012030146431268179 0.0013829389962065688 0.0016970901455661824 0.0011993302794977012 0.0010850362008341108 0.0011673862082229006 0.0015601143363483949 0.0010800802042147924
leaf_count=223 101 62 67 708 35 242 100 207 153 92 39 926 120 46
internal_value=0 3.51839e-05 7.93706e-05 1.65224e-05 -8.89187e-05 -0.000511254 5.65956e-05 -4.83125e-05 0.000326491 0.000113754 -0.000154671 -0.000452597 0.000435479 0.000567963
internal_weight=0 0.0177345 0.0167217 0.0155916 0.0116341 0.00298129 0.00865279 0.00744977 0.00395753 0.00606684 0.00330739 0.00222235 0.00275944 0.00277717
internal_count=3121 3020 2958 2735 2469 277 2192 2092 266 1885 1673 1634 212 199
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=10
num_cat=0
split_feature=124 50 484 42 43 42 2 0 1
split_gain=4.03627e-05 7.02078e-05 8.007e-05 6.99723e-05 0.000137122 0.000106904 7.51552e-05 0.000146951 0.00011278
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 -0.14968999999999996 0.085225000000000009 0.11389000000000002 0.010870000000000003 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.0022304101566590459 -0.0030083789113060874 -0.0032061958110416134 0.0030176379966063635 0.0040999716171839472 0.00047589718442772074 -0.0036889733103947723 -0.0025165252342486959 -0.0021421491061641017 0.0051185270665103384
leaf_weight=0.0011106300604535697 0.0012431607673089101 0.0010716430632114653 0.0012374692246445449 0.001120845948269447 0.0019306956983647268 0.0013018428694727092 0.0012398075856567964 0.001629817023668767 0.0013259323362736775
leaf_count=259 599 579 297 79 221 746 120 118 103
internal_value=0 -0.000211076 7.99327e-05 -0.000291317 0.000103789 -0.000499206 0.000178627 0.000862452 0.00236614
internal_weight=0 0.0121012 0.0110296 0.0097921 0.00854894 0.0074281 0.00612625 0.00488645 0.00325663
internal_count=3121 2862 2283 1986 1387 1308 562 442 324
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=13
num_cat=0
split_feature=14 484 15 457 15 0 48 48 13 12 43 13
split_gain=0.000239929 0.000130662 0.000174602 0.000170447 0.000197454 0.000362943 0.000413107 0.00020755 0.000126074 0.000170735 0.000152863 8.7125e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 -0.10607499999999999 0.086425000000000016 0.093265000000000015 -0.084034999999999985 0.051320000000000005 -0.073404999999999984 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 11 8 -7 10 -10 -6
right_child=-2 2 3 4 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0004879109537837457 -0.00075931280249234205 0.00065000408755691054 -0.00060249448412060327 -0.0005219017580084137 0.00060212929963808439 0.00019330665550220411 -0.00018062468745554577 0.00062173825302291744 0.00032559711232387671 -0.00066716650173879316 -0.00041383967382779049 0.0012261834756085504
leaf_weight=0.0011182980660917495 0.001027379957707685 0.001280798873462362 0.0010233879659418696 0.0012689734720795773 0.0010035944694163634 0.0019456923795221686 0.0012501716015282938 0.001034796276054073 0.0014381882734409018 0.0018976646202478703 0.0014553677756861086 0.0013676302541059124
leaf_count=479 104 228 147 159 78 374 58 113 83 1113 108 77
internal_value=0 4.24561e-05 8.20858e-05 2.89353e-05 7.99694e-05 0.000147006 0.000567584 -4.89711e-05 -0.000151993 -0.000292217 -4.63164e-05 0.000962059
internal_weight=0 0.0160846 0.0149663 0.0136855 0.0126621 0.0113931 0.0036214 0.00777171 0.00673691 0.00479122 0.00289356 0.00237122
internal_count=3121 3017 2538 2310 2163 2004 213 1791 1678 1304 191 155
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=10
num_cat=0
split_feature=1 16 1 3 12 42 52 4 0
split_gain=5.01092e-05 8.16711e-05 0.000109083 0.000163773 0.000114612 8.45368e-05 9.11052e-05 0.000149836 7.52667e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10439500000000002 0.11924500000000002 0.092355000000000007 0.088465000000000002 -0.087769999999999987 -0.0016099999999999997 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0030498387628473526 0.0022517026242567916 -0.0033876065271497774 0.006734062473917805 -0.0020784631759397988 0.0013877993475402445 -0.0040193101739600052 0.0045985464425074519 -0.0025084645310456382 0.00064544452584628558
leaf_weight=0.0013901078986710011 0.0013286463128553373 0.0011060927096204201 0.0010237261084734819 0.0011073824161449419 0.0014637704540769181 0.001035741216981848 0.0011390946899486479 0.0016178456957065385 0.0019836775569481353
leaf_count=125 169 403 212 80 153 700 475 311 493
internal_value=0 -0.000258333 0.000112038 0.00184251 0.00358805 -0.000791832 -0.000220086 0.000518967 0.00208742
internal_weight=0 0.0118674 0.0104773 0.00359488 0.0024875 0.00688245 0.00584671 0.00474062 0.00312277
internal_count=3121 2952 2827 445 365 2382 1682 1279 968
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=15
num_cat=0
split_feature=14 1 0 3 2 11 0 0 4 3 48 0 51 4
split_gain=0.000181728 0.000122591 0.000236544 0.000182416 0.000224229 0.000524301 0.000302736 0.000171637 0.000157635 0.000133094 0.000116251 0.00031192 0.000166675 0.000102736
threshold=0.076175000000000007 0.077565000000000009 0.051010000000000007 0.076840000000000006 1.0000000180025095e-35 0.079915000000000014 -0.033209999999999996 -0.10151999999999999 -0.49405499999999997 0.149315 0.086260000000000017 -0.17169499999999996 0.092545000000000016 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 6 -6 7 -3 -4 10 11 -5 -12 -1
right_child=-2 3 8 9 5 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.00027993979830517906 -0.00073145147725212783 0.000222781781534743 -0.00032008699228303425 0.00070027082538855494 0.001448323772906493 -0.00023400966906366634 0.00090089100704301983 -0.00065405309918305417 0.00055535028667437643 0.00050539147845040625 -0.0010135228794399894 -0.00054319682227092769 -8.3657232869892534e-06 -0.0010116507377101766
leaf_weight=0.0015171929066161208 0.001067544802916153 0.001441412671211673 0.0011844858763032651 0.001234458491964574 0.001503433118753378 0.0010204831467719444 0.0010752994118218809 0.0014895475590154736 0.0015689201275295162 0.0010015700766187324 0.0011287956200609628 0.0014273677695695319 0.0010401407773015237 0.0010763472994335522
leaf_count=920 101 40 31 68 220 126 82 563 44 150 55 68 34 619
internal_value=0 3.81349e-05 -0.000191034 0.000137253 0.000345207 0.000768114 7.87779e-05 -0.000222836 0.000178747 -9.55815e-05 -0.000220182 3.34784e-05 -0.000531487 -0.000583608
internal_weight=0 0.0177095 0.00534695 0.0123625 0.00653018 0.00252392 0.00400626 0.00293096 0.00275341 0.00583233 0.00483076 0.00266183 0.00216894 0.00259354
internal_count=3121 3020 1614 1406 1031 346 685 603 75 375 225 136 89 1539
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=15
num_cat=0
split_feature=14 124 123 133 12 3 41 0 16 160 1 4 0 13
split_gain=0.00036238 0.000136178 0.000211579 0.000192942 0.00023512 0.000281969 0.000246465 0.000243759 0.000168583 0.000156773 0.000284605 0.000217045 0.000138524 7.37093e-05
threshold=0.076175000000000007 0.08919500000000001 1.0000000180025095e-35 0.095000000000000015 -0.015429999999999998 -0.12018999999999998 0.075585000000000013 -0.053834999999999994 -0.29154999999999992 -1.0000000180025095e-35 0.094465000000000007 -0.0029599999999999995 -0.11756999999999999 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 13 8 -7 -10 11 -11 -12 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 9 10 12 -13 -14 -15
leaf_value=-0.00075123943146486298 -0.0009244435998692702 0.00064258580977312333 0.00068374207074263938 -0.00071084740119090918 0.0011159153779079435 -0.0004869788692387302 -0.00013449954368151184 -0.0006651159922997314 -0.00034295868648963611 0.00045647362913400541 0.00023978870270976595 -0.00058226746568863135 0.0010172491082404973 0.00050468849559224226
leaf_weight=0.0010411698562316591 0.0011365819785736911 0.0010260834666057156 0.0012186582331897957 0.0011158498797810843 0.0011336285768575012 0.0013447845611790632 0.0011598442828004707 0.0016179764385687691 0.0013313538143317639 0.0010037620214594788 0.0011294356122384386 0.0012840518435615175 0.0014867007494310247 0.0010779860203968816
leaf_count=125 101 60 227 467 110 136 65 192 549 702 58 170 85 74
internal_value=0 5.16394e-05 1.36116e-05 -4.18433e-05 1.30039e-05 7.63083e-05 0.000490317 -7.54423e-05 5.04241e-05 0.000166327 0.000304591 -0.000126527 0.000681605 0.000817991
internal_weight=0 0.0169713 0.0159452 0.0147265 0.0136107 0.0125695 0.00337146 0.00919807 0.00758009 0.0062353 0.00490395 0.00228781 0.00261614 0.00221161
internal_count=3121 3020 2960 2733 2266 2141 249 1892 1700 1564 1015 872 143 184
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=15
num_cat=0
split_feature=14 124 123 133 12 3 0 41 16 52 52 2 13 16
split_gain=0.00024902 0.000198812 0.000224068 0.000235232 0.00022447 0.000236424 0.000242332 0.000186437 0.000139439 0.000155171 0.000127904 0.00022075 8.92808e-05 5.0888e-05
threshold=0.076175000000000007 0.08919500000000001 1.0000000180025095e-35 0.095000000000000015 -0.015429999999999998 -0.12018999999999998 -0.053834999999999994 0.075585000000000013 -0.29154999999999992 0.0031350000000000002 -0.081429999999999989 0.090935000000000016 0.10002500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 12 -7 10 -10 13 -6 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00083715408516207217 -0.0008950694906129143 0.00085042520533305528 0.00077051680737123503 -0.00089027842514119015 0.001186987636702498 -0.00049144524424676796 -0.00075510721762753338 -0.00011511133686671373 0.0004729535409881858 0.00067823477632902645 0.00044053670363012839 -0.00088342454523497778 0.00042837833337289156 -0.00014904737766622728
leaf_weight=0.0010438807354087335 0.0010512755398093257 0.0010353866658773308 0.0012310327282523967 0.0011361326861134792 0.0011421308038483948 0.0013576035798636976 0.0015823007501399927 0.0011492355154287814 0.0014059026633706836 0.0016132830062054772 0.0010702486186028935 0.0011204951160639076 0.0010647304864233043 0.0010113227367003238
leaf_count=125 101 60 227 467 110 136 192 65 318 676 62 119 74 389
internal_value=0 5.01773e-05 -1.84118e-06 -6.65333e-05 2.47886e-06 7.25003e-05 -8.42696e-05 0.000500436 5.57867e-05 0.000175204 -9.10911e-07 -0.000208966 0.000820986 0.00015409
internal_weight=0 0.0169637 0.0159283 0.0146973 0.0135611 0.0125173 0.00916116 0.0033561 0.00757886 0.00622125 0.00460797 0.00320207 0.00220686 0.00208157
internal_count=3121 3020 2960 2733 2266 2141 1892 249 1700 1564 888 570 184 451
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=13
num_cat=0
split_feature=14 484 475 160 42 43 3 42 3 2 16 160
split_gain=0.000267181 0.000124907 0.000135168 0.000111653 0.000159674 0.00020347 0.000218064 0.000129451 0.000171846 0.00010964 0.000315614 0.00010798
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -0.098904999999999979 -1.0000000180025095e-35 -0.043144999999999996 -0.077774999999999983 0.075730000000000006 -0.095524999999999985 0.10613000000000002 -0.16075999999999999 0.0030550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7 11 -11 -10
right_child=-2 2 3 4 5 7 -8 -9 9 10 -12 -13
leaf_value=-0.00052494847697319501 -0.00089574704507041627 0.00066302330034514665 -0.00049320475305264576 -0.00037997075044780181 0.00020113562143902477 0.00074867059560436281 0.0012064225194636782 -0.00049975226411428774 0.00049485987343160195 -0.0010138660360408331 0.00023362507263103264 -0.00022194145343271224
leaf_weight=0.0011343234042245206 0.0010147770300970574 0.0011807729454864089 0.0011485210264375679 0.0019727933261460559 0.0018609131391635891 0.0011376660432098618 0.0010729387471217497 0.0012640244869460034 0.0018091469199114189 0.0010711538347238786 0.0015878250446417219 0.0010460983040709859
leaf_count=480 101 315 344 678 198 72 228 424 98 72 73 38
internal_value=0 4.34823e-05 8.60372e-05 3.72729e-05 8.47879e-05 0.000169294 0.000568779 2.12343e-05 0.000120235 -9.42093e-06 -0.000268919 0.00023224
internal_weight=0 0.0162862 0.0151519 0.0139711 0.0128226 0.0108498 0.00293385 0.00791591 0.00665189 0.00551422 0.00265898 0.00285525
internal_count=3121 3020 2540 2225 1881 1203 426 777 353 281 145 136
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=10
num_cat=0
split_feature=2 52 15 3 3 150 15 4 0
split_gain=4.70272e-05 9.8934e-05 7.51617e-05 0.000302727 0.000220683 0.000208111 0.000129092 4.90695e-05 0.000108552
threshold=0.13754500000000003 0.11434500000000002 -0.016799999999999995 0.10542000000000001 -0.10519499999999998 0.076925000000000007 -0.10091499999999999 -0.35136499999999998 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 -6 -4 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10
leaf_value=0.0033324373934369967 0.0028668122037628944 -0.0037294237533666945 -0.003108722330772049 0.0073715564780189669 -0.0023488323449548051 0.001712662051367846 -0.0083688588828804335 -0.0017105596788304389 0.0039820243421728038
leaf_weight=0.0017315848719819255 0.0010023710288715676 0.0013773847526070424 0.0010099338972451312 0.0012367948884253188 0.0017652578039236847 0.0014780381713563311 0.0011026010674118746 0.0016765681265616913 0.0010305560031643993
leaf_count=110 205 447 150 61 305 222 471 1090 60
internal_value=0 -0.000241407 0.000194111 0.0014561 -0.000834561 -0.00249487 -0.00466334 -0.000512172 0.00045651
internal_weight=0 0.0124087 0.0110313 0.00495385 0.00607748 0.0043459 0.00286786 0.00371706 0.00270712
internal_count=3121 2916 2469 1361 1108 998 776 1300 1150
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=11
num_cat=0
split_feature=1 52 0 0 16 4 16 13 3 13
split_gain=4.3528e-05 0.000111178 7.76179e-05 0.000112284 9.50719e-05 8.75688e-05 6.28001e-05 5.78599e-05 8.14091e-05 4.17716e-05
threshold=0.11323000000000001 0.11434500000000002 -0.076234999999999983 -0.23001499999999997 -0.056919999999999991 -0.49013999999999996 -0.0098449999999999979 -0.0025349999999999995 0.10732000000000001 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -4 -7 -2 -9 -5
right_child=7 -3 5 4 -6 6 -8 8 -10 -11
leaf_value=0.0023354398773861164 0.0039750675083376104 -0.0054011475912865989 -0.0020893212814209485 0.001305449040232979 -0.006287680203329339 0.0003086113337699343 0.0053316487892672388 0.0021972364696272494 -0.0034640267499336025 -0.0030479469337730599
leaf_weight=0.0014531986396857386 0.0013470548931285809 0.0010310995572278799 0.0010146756729864093 0.0010741443129750909 0.0012251054989324125 0.0010021164830891702 0.0015042611921097888 0.0015827081188567061 0.001002591041466161 0.0010563608489378613
leaf_count=84 310 404 150 312 641 223 243 105 51 598
internal_value=0 -0.000586088 9.93638e-06 -0.00127406 -0.00283721 0.00176353 0.0033233 0.00136285 1.77226e-06 -0.00085308
internal_weight=0 0.00936096 0.00832986 0.00480881 0.00335561 0.00352105 0.00250638 0.00393235 0.0025853 0.00213051
internal_count=3121 2655 2251 1635 1551 616 466 466 156 910
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=15
num_cat=0
split_feature=14 157 14 48 2 0 2 0 52 3 49 52 0 16
split_gain=0.000252111 0.000127944 0.000151472 0.000222743 0.000262973 0.000221971 0.000213451 0.000179851 0.000193311 0.000158698 0.000133083 0.000129647 8.54046e-05 5.0466e-06
threshold=0.076175000000000007 -0.073574999999999988 -0.10708499999999999 0.12879500000000002 0.10699500000000002 0.15398500000000004 0.098260000000000014 -0.019414999999999998 -0.088204999999999992 -0.088784999999999989 -0.047584999999999995 0.077655000000000016 -0.14051499999999997 -0.101115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -6 -10 13 -11 -12
right_child=-2 2 3 -5 9 -7 -8 -9 10 12 11 -13 -14 -15
leaf_value=0.00045509132496250203 -0.00078914822766832098 -0.00056112330954492362 -0.00080264890686787473 -0.000655906990218044 0.001055786435098274 -0.00067721460899978895 0.00072660131301456143 0.00050510358914990564 0.00036828400174579196 0.00059183874193922883 -0.00038626045694173746 0.0002015315327497456 -8.1071651993627419e-05 -0.00054994934010274066
leaf_weight=0.0017729342414673195 0.0010535080004145372 0.0012361845332664869 0.0010442945561301327 0.0011409662739328254 0.001003723310418092 0.0012485248430990073 0.0011329019015480016 0.0013325737126506946 0.0015707115189061492 0.0010243859071764339 0.001003673293687184 0.0012577360804681328 0.0010066451330672374 0.001024586817926399
leaf_count=398 101 102 228 75 103 44 187 88 129 87 146 666 280 487
internal_value=0 3.82463e-05 -1.09348e-05 3.83835e-05 0.000101006 -3.18954e-05 6.44053e-05 -3.9306e-05 -0.000162245 0.000522078 -2.45452e-05 -0.000212318 0.000258322 -0.000468949
internal_weight=0 0.0167998 0.0150269 0.0137907 0.0126498 0.009615 0.00836648 0.00723358 0.005901 0.00303475 0.00485671 0.003286 0.00203103 0.00202826
internal_count=3121 3020 2622 2520 2445 1975 1931 1744 1656 470 1428 1299 367 633
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=11
num_cat=0
split_feature=1 16 1 3 3 42 52 4 0 52
split_gain=4.1929e-05 7.56248e-05 9.46726e-05 0.000131767 0.000118774 6.66928e-05 8.3065e-05 0.000121081 7.57067e-05 3.28841e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10439500000000002 0.11924500000000002 -0.075944999999999985 0.088465000000000002 -0.087769999999999987 -0.0016099999999999997 -0.083914999999999976 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 8 -8 -10
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11
leaf_value=-0.0039839025794337511 0.0028308894711106215 -0.0044166018667791337 0.00089705714652840588 -0.0024391055625030927 0.0082282143621955298 -0.0049290620840643741 0.0060504878159787969 -0.0030416118282548667 -0.0015313622228883899 0.0027823661575157046
leaf_weight=0.0014112280671103325 0.0013231352068195047 0.001122380057329727 0.0012684051483166092 0.0011158472838640465 0.0012347321343728406 0.0010341148018315422 0.0011453214315586642 0.0016371647734844275 0.0010003889436526548 0.0010008990450603682
leaf_count=125 169 403 169 80 196 700 475 311 385 108
internal_value=0 -0.000325607 0.000163319 0.00236967 0.00451333 -0.000987178 -0.000296989 0.000669564 0.00260047 0.000626052
internal_weight=0 0.0119705 0.0105593 0.00361898 0.00250314 0.00694027 0.00590615 0.00478377 0.00314661 0.00200129
internal_count=3121 2952 2827 445 365 2382 1682 1279 968 493
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=13
num_cat=0
split_feature=14 484 15 15 0 48 3 0 3 43 52 3
split_gain=0.000196282 0.000157902 0.000185849 0.000186503 0.000137198 0.000362842 0.000165153 0.000158951 0.000139335 0.000127495 0.000155073 9.95393e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 -0.12018999999999998 0.11070500000000001 -0.077774999999999983 -0.069134999999999988 0.095415000000000014 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 -6 -8 -10 -11 -5
right_child=-2 2 3 4 6 -7 8 -9 9 10 -12 -13
leaf_value=-0.00055742180091342553 -0.00070189033415079356 0.00068668884578162298 -0.00052537139254007408 0.0010865552365797149 0.00082536891346256583 -0.00027490035853772117 -0.00063391291372474987 -3.5954215861361285e-05 0.00030093110776855915 -0.00059140413005990113 0.00021240079264963754 0.00044221847916663999
leaf_weight=0.0011013416728274513 0.0010126615212464598 0.0012703772897038239 0.001452031037405631 0.0010925731523889481 0.0010213704816646194 0.0016383898941434438 0.001371029634125439 0.0013248994012711179 0.001803910704240028 0.001583659339897567 0.0010913077393699486 0.0015768670924564401
leaf_count=479 104 228 176 83 62 87 1116 89 218 266 125 88
internal_value=0 4.25029e-05 8.5896e-05 3.12076e-05 9.58405e-05 0.000332898 -2.87545e-05 0.000338994 -0.00017625 -3.61553e-05 -0.000263475 0.000705939
internal_weight=0 0.0163278 0.0152264 0.013956 0.012504 0.00430783 0.00819618 0.00234627 0.00584991 0.00447888 0.00267497 0.00266944
internal_count=3121 3017 2538 2310 2134 258 1876 151 1725 609 391 171
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=15
num_cat=0
split_feature=14 484 15 457 0 15 48 47 43 13 1 2 0 16
split_gain=0.000166822 0.000151409 0.000193017 0.000133476 0.000204987 0.000371446 0.0004416 0.000199406 0.000265059 0.000220091 0.000128333 0.000122888 9.10098e-05 7.51565e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 0.092165000000000011 -0.083684999999999996 -0.095304999999999987 0.086455000000000018 0.096540000000000015 -0.040504999999999992 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 10 8 11 -10 -7 -6 -9 -11
right_child=-2 2 3 4 7 6 -8 12 9 13 -12 -13 -14 -15
leaf_value=-0.00058947705750304587 -0.00072219117457485334 0.00072220892570729739 -0.00060983206167897935 -0.00056149742099391258 -0.00016994530371911319 0.00057439538607635524 -0.00021832514316182257 5.102215936165408e-06 -7.1928563490839919e-05 -0.00062610616914679583 0.001412467171724894 0.0006059660041358684 0.00071509840424906017 -0.0013181223215185175
leaf_weight=0.0012008681990826843 0.0010220916585248476 0.0013911929096982424 0.0010384106833221949 0.001113824018541279 0.0016223103991435885 0.0010016352169973054 0.0013237365573450788 0.0012391055989697426 0.001512764694983966 0.001002122881561649 0.0014936095226409374 0.0011407975459592004 0.0011351509982890917 0.0010593975727360601
leaf_count=479 104 228 147 86 300 52 58 118 95 632 103 114 39 566
internal_value=0 3.09797e-05 7.73331e-05 1.62314e-05 6.3878e-05 0.000358943 0.000627394 -0.000103197 -0.000270944 -0.000596668 0.00107605 0.000150403 0.000344557 -0.000981727
internal_weight=0 0.0172749 0.0160741 0.0146829 0.0136445 0.00493281 0.00381898 0.00871165 0.00633739 0.00357429 0.00249524 0.00276311 0.00237426 0.00206152
internal_count=3121 3017 2538 2310 2163 299 213 1864 1707 1293 155 414 157 1198
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=15
num_cat=0
split_feature=14 147 52 43 2 48 48 13 2 0 2 16 0 2
split_gain=0.000330769 0.000144763 0.000226302 0.000203243 0.000196748 0.000248048 0.000166153 0.000149018 0.000122756 0.000160694 0.000118912 0.000141681 0.000113122 4.05727e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.25317500000000004 0.18116500000000002 0.098035000000000011 0.12879500000000002 0.093015000000000014 -0.089109999999999981 0.084245000000000014 -0.10607499999999999 0.089885000000000007 -0.087874999999999981 -0.060129999999999996 0.11293500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 9 -1 -10 -12 -11 -9
right_child=-2 -3 -4 -5 5 -7 -8 13 10 12 11 -13 -14 -15
leaf_value=0.00060593515505570888 -0.0008977700753753185 0.00051286709576968599 -0.00072373304184880671 -0.00065012600624146535 0.0007536183098724149 -0.00037120597377535332 0.001024445354032126 -0.00013672522132139248 -0.00079418130492632175 -0.00045845582557555668 0.00035728654974153865 -0.00049168103636511491 0.0001969840097522279 0.00030607392137692801
leaf_weight=0.0012697506550825577 0.001124093051765084 0.0016350293254715478 0.0011540233494906548 0.0010877111049696813 0.0013600970682895314 0.0011604048528390809 0.0012203197219529992 0.0013194898483911083 0.0010311762775824093 0.0013693384100725518 0.0010077456299559771 0.0012134554979088275 0.0015981373724404642 0.0010334175841550802
leaf_count=52 101 167 305 170 93 61 107 212 628 541 81 247 130 226
internal_value=0 3.8796e-05 -1.01845e-05 4.59431e-05 0.000101682 0.000324972 0.000488725 0.000312655 -7.99918e-05 0.000107715 -0.000324538 -0.00010651 -0.000105468 5.7756e-05
internal_weight=0 0.0174601 0.0158251 0.014671 0.0135833 0.00609373 0.00493332 0.003713 0.0074896 0.00423723 0.00325238 0.0022212 0.00296748 0.00235291
internal_count=3121 3020 2853 2548 2378 699 638 531 1679 723 956 328 671 438
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=14
num_cat=0
split_feature=14 157 14 15 15 0 42 133 43 16 13 15 0
split_gain=0.000247695 0.000169772 0.000182608 0.000205387 0.000147217 0.000260923 0.000179265 0.000194619 0.000268882 0.000165324 0.000221154 0.000144183 0.000166354
threshold=0.076175000000000007 -0.073574999999999988 -0.10708499999999999 -0.14809499999999998 -0.095869999999999983 -0.11756999999999999 -0.088934999999999986 0.099660000000000012 -0.084004999999999982 0.22339500000000004 -0.117405 -0.074054999999999996 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 8 -8 10 -10 -12 -13
right_child=-2 2 3 4 6 -7 7 -9 9 -11 11 12 -14
leaf_value=0.00052443926233505778 -0.00083345884081699071 -0.00063212635265222101 0.0007769571801490928 -0.00093745399071046233 -0.00053057515231757493 0.00022145155960734937 0.00077815643090892801 -0.00051907061262046179 0.00080038135846115536 -0.0005579422336231103 0.00047995655805047283 -0.00051340000653602987 0.00033457893745130889
leaf_weight=0.001872108614309669 0.0010032427542268066 0.0012998768328998803 0.0010131172777846998 0.0012545071432439325 0.0013116127021570263 0.0010315397280901495 0.0020003190180487608 0.0011443658338054245 0.0012877967829421095 0.0010491473284869211 0.0012400627221594526 0.0019074889640658117 0.0010425107702811557
leaf_count=398 101 102 228 80 292 152 237 349 83 212 183 664 40
internal_value=0 3.87492e-05 -1.9603e-05 3.6144e-05 -2.04172e-05 -0.000414518 6.16102e-05 0.000141919 0.000230623 6.28218e-05 0.000181714 -8.43101e-06 -0.00021373
internal_weight=0 0.0174545 0.0155823 0.0142825 0.0132694 0.00228605 0.0109833 0.00967169 0.00852733 0.00652701 0.00547786 0.00419006 0.00295
internal_count=3121 3020 2622 2520 2292 232 2060 1768 1419 1182 970 887 704
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=12
num_cat=0
split_feature=132 133 160 474 52 0 0 0 0 2 2
split_gain=4.58017e-05 8.5204e-05 0.000151206 0.000208163 0.00010446 0.000216691 0.000115336 0.000195534 7.57549e-05 9.58977e-05 6.4037e-05
threshold=0.081240000000000021 -0.0061299999999999992 -1.0000000180025095e-35 0.059400000000000008 0.10744000000000002 0.12113000000000002 -0.15931499999999996 -0.10607499999999999 -0.019414999999999998 0.083995000000000014 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 10 -8 9 -9 -4
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00412489835982199 0.002922108994775192 -0.0073425994029406834 0.0010526275946391929 0.0014675940934482494 0.0051560615513169747 -0.0054194707889243113 0.0077638197253904933 -0.003579424023914628 0.0037476805743189446 0.002568542010451464 -0.0040920682982605126
leaf_weight=0.001115038213906989 0.0010517525363715604 0.0012311685840484124 0.0010552616543270709 0.0010804185991920984 0.0011221262721409506 0.001176720217049565 0.0012012338037257248 0.0011811444680834356 0.0012726254647170711 0.0010098211560155041 0.0010218070014904324
leaf_count=747 321 503 63 238 135 97 131 283 98 441 64
internal_value=0 -0.00026102 0.000118495 -0.00322478 0.000973322 0.000380597 0.00139293 0.00267138 0.00090523 -0.000745812 -0.00147829
internal_weight=0 0.0124674 0.0113523 0.00231159 0.00904074 0.00791861 0.00674189 0.00466482 0.00346359 0.00219097 0.00207707
internal_count=3121 2800 2053 741 1312 1177 1080 953 822 724 127
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=13
num_cat=0
split_feature=14 484 475 3 2 133 160 0 0 1 2 2
split_gain=0.000125748 0.000107546 0.000140248 9.19758e-05 0.000150228 0.000128277 0.000239745 0.000188862 0.000267345 0.000333339 0.000151068 0.000135545
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -0.12018999999999998 0.10613000000000002 -1.0000000180025095e-35 -0.030779999999999998 -0.053834999999999994 -0.16360999999999995 0.094385000000000011 0.10882500000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 10 -10 -8 -9
right_child=-2 2 3 5 -6 6 7 11 9 -11 -12 -13
leaf_value=-0.00048923458765865119 -0.00057767060131677455 0.00067410124389731378 -2.1416111551907634e-05 -0.00060305216581063104 0.00078999501152651871 -0.0007692541565454291 0.00026035349488330047 -0.00072974593799773532 -4.6141724180255358e-05 0.0010789906178241726 -0.00061776068064725641 8.8658530719852252e-05
leaf_weight=0.0010433871157182412 0.0010313608325894777 0.0011455016113219177 0.0016643390207113926 0.0010881430365049837 0.0011836433461187568 0.0010146697654113629 0.0013000460365297805 0.0010975464523458661 0.0013423145029509555 0.0019694136175066488 0.0010934642335313494 0.0013909968425998807
leaf_count=479 110 315 98 732 77 304 50 85 482 226 57 106
internal_value=0 5.04005e-05 8.98018e-05 3.88823e-05 0.000315813 -3.77152e-05 2.90895e-05 0.000127952 0.000302532 0.00062295 -0.000140809 -0.00027229
internal_weight=0 0.0153335 0.0142901 0.0131446 0.00284798 0.0102966 0.00920845 0.00819378 0.00570524 0.00331173 0.00239351 0.00248854
internal_count=3121 3011 2532 2217 175 2042 1310 1006 815 708 107 191
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=11
num_cat=0
split_feature=124 50 484 42 43 16 16 3 2 151
split_gain=4.93195e-05 6.66352e-05 8.04158e-05 8.29556e-05 0.000128934 0.000109255 0.000100742 0.000102147 0.000234932 9.52849e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 -0.14968999999999996 0.22339500000000004 -0.008904999999999998 -0.13309499999999996 0.084055000000000005 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 -10
right_child=1 -3 -4 4 5 -7 -8 8 9 -11
leaf_value=0.0028575660011849564 -0.0038089417678714233 -0.0036916913071859858 0.0034605781908426149 0.0046231429370175471 -0.0043333751240976718 -0.0045846227891559047 0.0037991984540876747 0.0057456396073929071 -0.005280745244697291 0.00024729578754546777
leaf_weight=0.0011326788752985617 0.0012700263353347665 0.0010738549621158626 0.0012670060511562132 0.0011395739702617681 0.0012253479636689111 0.0011742542869081453 0.0012714682442846043 0.00118721033898481 0.001057953081899393 0.0016397298460169877
leaf_count=259 599 579 297 79 76 283 239 153 118 439
internal_value=0 -0.000273975 5.27649e-05 -0.000380499 0.000120242 -0.000558876 0.000181874 -0.000718145 0.000422148 -0.00192064
internal_weight=0 0.0123064 0.0112326 0.00996556 0.00869554 0.00755596 0.00638171 0.00511024 0.00388489 0.00269768
internal_count=3121 2862 2283 1986 1387 1308 1025 786 710 557
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=14
num_cat=0
split_feature=14 147 11 52 2 0 1 12 133 0 160 0 52
split_gain=0.000462437 0.000258523 0.00023066 0.000168739 0.000186408 0.000165689 0.000296874 0.000131753 0.000130692 0.000176521 0.000197948 0.000123832 6.36429e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.088215000000000002 0.25317500000000004 0.098260000000000014 -0.18901999999999997 0.10337500000000001 0.096295000000000019 -0.0061299999999999992 -0.053834999999999994 0.086075000000000013 -0.10607499999999999 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 -1 10 11 -10 -11
right_child=-2 -3 -4 -5 5 6 -8 -9 9 12 -12 -13 -14
leaf_value=-0.00061755110097591842 -0.0010124042694791148 0.00067669859196589188 -0.00080089304382464845 -0.00061177694114212644 -0.00021020949455055621 0.00040372451800532901 0.00099376751362693872 -0.00033154082903494379 0.00073540544541309981 -0.00071281653656871981 -0.00040610266025980607 8.2495916944357929e-05 -0.00010747289941247132
leaf_weight=0.001137631402071169 0.0012530910965733435 0.001784606317177583 0.0010026365911990345 0.0010608892425268491 0.001379552266092654 0.0019055842211389562 0.0018732165267892247 0.0011319363975182007 0.0016718646919136049 0.0010139597879414153 0.0011835628711729766 0.001714324857362416 0.0010102920557728276
leaf_count=610 101 167 97 302 49 185 263 186 66 89 133 807 66
internal_value=0 6.03012e-05 -8.08521e-06 4.4617e-05 9.42794e-05 0.000312481 0.000459318 0.000129727 -8.32446e-05 8.93673e-06 0.000194819 0.000404857 -0.000410693
internal_weight=0 0.0178701 0.0160855 0.0150828 0.0140219 0.00629029 0.00491074 0.00303752 0.00773164 0.006594 0.00456975 0.00338619 0.00202425
internal_count=3121 3020 2853 2756 2454 683 634 371 1771 1161 1006 873 155
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=15
num_cat=0
split_feature=14 1 0 484 474 4 49 49 0 16 15 0 4 15
split_gain=0.000286712 0.000173867 0.000208912 0.000153346 0.000199674 0.000149641 0.000114985 0.000213963 0.000171852 0.000148681 0.000360399 0.000276087 8.11795e-05 7.92373e-05
threshold=0.076175000000000007 0.077565000000000009 0.051010000000000007 -0.0068949999999999992 0.059400000000000008 -0.49405499999999997 -0.081404999999999991 -0.052259999999999994 -0.040504999999999992 -0.073404999999999984 -0.095869999999999983 -0.18113999999999997 -0.012509999999999999 -0.071579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 6 -4 -5 -8 9 10 11 -9 -1 -11
right_child=-2 3 5 4 -6 -7 7 8 -10 13 -12 -13 -14 -15
leaf_value=-0.00031879694631469548 -0.00089413798798774818 -0.0004437873259412072 -0.00034096440999230819 0.00055382007322270623 0.00088111979989728207 0.00047855326454849964 -0.00067479426755577175 -0.00072985347553806469 0.00068895166308461254 -0.00066137900139543186 0.0010143999519771254 0.00042244319392255807 -0.00095014193914557722 7.1909550698373351e-06
leaf_weight=0.0014406370672062894 0.0010034918945632789 0.0011245104593694604 0.0011694556931897138 0.0016147603442376876 0.001180811353038329 0.0014593938404466877 0.0010228881010092864 0.0011814225857600391 0.0014304270298369573 0.0010674877338067157 0.0011705373240616934 0.0012436272745110235 0.0010091024660509166 0.0010007739131324823
leaf_count=920 101 171 31 127 157 44 75 51 198 97 236 134 619 160
internal_value=0 4.46488e-05 -0.00022022 0.000156399 0.000218245 0.000113987 0.000137816 5.50596e-05 0.000160294 2.6779e-05 0.000236537 -0.000138926 -0.000578862 -0.000337877
internal_weight=0 0.0171158 0.00507859 0.0120372 0.0109127 0.00262885 0.00973192 0.00811716 0.00709428 0.00566385 0.00359559 0.00242505 0.00244974 0.00206826
internal_count=3121 3020 1614 1406 1235 75 1078 951 876 678 421 185 1539 257
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=10
num_cat=0
split_feature=1 0 151 150 0 12 15 15 12
split_gain=4.639e-05 0.000155066 6.6558e-05 9.83068e-05 0.000116678 0.000156288 0.000109128 5.31727e-05 1.29235e-05
threshold=0.077565000000000009 0.051010000000000007 0.043560000000000008 0.081835000000000019 -0.075359999999999996 0.051320000000000005 -0.015039999999999998 -0.10653 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -2 -3
right_child=2 8 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0041078805056411274 -0.0012175815066338695 0.002403653744787257 -0.002285454618394727 0.0036535732025775596 0.0061334893050512289 -0.00090220955834805308 0.0022397355903454848 -0.0049980031487280759 0.00023871449700476509
leaf_weight=0.0018386587481798661 0.001805228198371687 0.0010124335738339596 0.0013582265904852351 0.0018948133964198921 0.0011420955659861313 0.001171059888392445 0.0011781430672384574 0.0010944302491572716 0.001007403554576014
leaf_count=1561 208 30 106 229 208 272 329 133 45
internal_value=0 -0.00126447 0.000491281 0.000946451 0.000143835 0.00257159 -0.00123332 -0.00264444 0.00132388
internal_weight=0 0.0038585 0.009644 0.00828577 0.00639096 0.00231316 0.0040778 0.00289966 0.00201984
internal_count=3121 1636 1485 1379 1150 480 670 341 75
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=15
num_cat=0
split_feature=14 43 47 12 123 133 0 2 16 48 4 1 2 1
split_gain=0.000239935 0.000113011 0.000120352 0.000223032 0.000196791 0.000126311 0.000241248 0.000250919 0.000226747 0.000149886 0.000162613 0.000144467 0.000151901 0.000115733
threshold=0.062655000000000016 0.18116500000000002 0.13148500000000005 0.11232500000000002 1.0000000180025095e-35 -0.012979999999999998 -0.053834999999999994 0.092365000000000017 0.15891500000000003 0.085845000000000019 0.033845000000000007 0.111945 0.086950000000000013 0.08844500000000001
decision_type=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 11 -11 12 13 -7
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.00061018259813518875 -0.00088697598199445951 -0.00052616217884179461 -0.0004912361041776494 0.00094705320352536225 0.00081074792786274487 0.00090369420680118699 -0.0011726179046700816 0.00047682346810625485 -0.00072980851107695319 0.0001636268530774846 -0.00079275938015291932 0.00090693272839160435 -0.00033657657588549744 5.0829852812576197e-05
leaf_weight=0.0010347653957642226 0.0010046534005853083 0.0011040179512350713 0.0011357982257710906 0.0010640019588057633 0.0011051743591942191 0.0010063842649497565 0.0011591036723310631 0.0011039578591627297 0.0010256427563755388 0.0014269937847021658 0.0010561519409927334 0.0010919473590658493 0.0013972842346461067 0.0011802264603305926
leaf_count=519 104 200 57 138 234 330 90 67 146 190 58 101 633 254
internal_value=0 4.40886e-05 8.6663e-05 0.000134743 6.60809e-05 -5.59249e-06 -6.65804e-05 -0.000480832 -0.000104306 0.000123719 -0.000243151 0.000318549 0.000139279 0.000443359
internal_weight=0 0.0158915 0.0147874 0.0136516 0.0125876 0.0114825 0.0104477 0.0032887 0.0021296 0.00715899 0.00248315 0.00467584 0.00358389 0.00218661
internal_count=3121 3017 2817 2760 2622 2388 1869 303 213 1566 248 1318 1217 584
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=15
num_cat=0
split_feature=484 4 11 457 48 15 1 147 1 15 3 42 2 1
split_gain=0.000240022 0.000210595 0.000171462 0.000160178 0.00024763 0.00024419 0.00017953 0.000140269 0.000122363 0.000163019 0.00020996 0.000121848 0.000148297 7.85811e-05
threshold=-0.0068949999999999992 0.49041500000000005 0.081005000000000008 -0.0029299999999999994 0.082620000000000013 -0.074054999999999996 0.091785000000000019 0.099730000000000027 0.077565000000000009 -0.016799999999999995 -0.074084999999999998 0.084050000000000014 0.10097500000000002 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 11 10 -10 12 -5 -11
right_child=1 -3 -4 4 5 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.00074039529963154161 -0.00061309370876637263 0.00079807525035042331 -0.00070801220106093629 0.00026140408368016248 0.00024538288960620033 -0.00011452029420705879 0.0011948443485693256 -0.00062720422304328135 0.00053356428939283862 0.00024418659387134644 -0.00042934647892961227 -0.00071989312762546888 -0.00052872962562717303 0.00091408560432248173
leaf_weight=0.0012894065181291011 0.0010735667411709013 0.0010394757354377218 0.0010018916237583544 0.0019354996870156013 0.0010525492909609357 0.0014284634200174766 0.0014158249656086581 0.0011594425818373102 0.0010965451037656393 0.0011124689706802637 0.0018356410235423892 0.0010476506213090288 0.0011467313904811698 0.0010152963519445002
leaf_count=503 149 193 141 481 151 94 152 38 100 351 96 477 125 70
internal_value=0 3.8207e-05 -1.01869e-05 3.54502e-05 8.43235e-05 0.000458418 0.000789981 -5.65352e-05 1.54637e-05 0.000196972 -6.92482e-05 -0.000206921 -3.25619e-05 0.000563839
internal_weight=0 0.017361 0.0163216 0.0153197 0.0142461 0.00389684 0.00246837 0.0103493 0.00918983 0.00505995 0.00293219 0.00412988 0.00308223 0.00212777
internal_count=3121 2618 2425 2284 2135 397 303 1738 1700 617 196 1083 606 421
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=10
num_cat=0
split_feature=41 150 3 13 49 1 12 2 16
split_gain=4.51288e-05 7.12237e-05 0.000130365 0.000104817 8.95543e-05 0.000103581 0.000122448 0.000183513 8.46571e-05
threshold=0.07831500000000001 0.11456000000000001 -0.12018999999999998 0.10002500000000002 1.0000000180025095e-35 0.13021500000000003 0.09857500000000001 0.096540000000000015 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=0.0059692385706165479 -0.0024497548257292512 -0.0024048865666643805 0.00080082488961126476 0.00062916604602495339 -0.0026422572242319111 0.0040201922125865019 -0.003695417663295971 0.0037415713010871244 -0.0029822096919267919
leaf_weight=0.0010159266470848314 0.001013635798000235 0.0013652376175303941 0.0018101324921305608 0.0011114061911903228 0.0016668904222900309 0.0010083493870643289 0.0011390024513192494 0.0018146344529517272 0.0016173996728783638
leaf_count=134 151 115 795 98 603 163 230 244 588
internal_value=0 0.000186182 0.000502483 0.00317936 -0.000126311 0.000441223 -0.000124324 0.000651593 -0.000984331
internal_weight=0 0.012549 0.0111837 0.00212733 0.00905641 0.00738952 0.00638117 0.00524217 0.00342753
internal_count=3121 2970 2855 232 2623 2020 1857 1627 1383
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=11
num_cat=0
split_feature=4 156 151 16 16 0 4 2 15 3
split_gain=4.43033e-05 5.58604e-05 8.22346e-05 8.77594e-05 8.43816e-05 0.000119257 0.000115711 8.38556e-05 7.68728e-05 4.60514e-05
threshold=0.27287000000000006 0.085790000000000019 -0.077429999999999985 -0.094359999999999986 -0.056919999999999991 -0.019414999999999998 -0.49405499999999997 0.082275000000000015 -0.015744999999999999 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 8 -7 -4 -6 -2
right_child=9 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=0.0035632202456362533 -0.00016032282592841972 -0.0034146585170491449 0.00059048703146809278 0.0034189377714147306 -0.0057060426108296218 -0.0015175467203092871 0.0048387397648025129 -0.0044665199460629124 -0.0003270785591497879 0.0035344561488983338
leaf_weight=0.0010946178556022488 0.0013959841504618264 0.0011034365527341399 0.0010337462966985523 0.0014309462604171833 0.0010205445482805633 0.0011148741954142283 0.0011567831085320642 0.0017509616181124212 0.001088329364008456 0.0012835377235563489
leaf_count=310 83 387 92 830 335 83 63 320 349 269
internal_value=0 -0.00041311 -7.1341e-05 -0.000534157 0.000450587 -0.000519056 0.00171923 -0.00258925 -0.00293011 0.00160954
internal_weight=0 0.0107942 0.0096908 0.00859619 0.00581148 0.00438053 0.00227166 0.00278471 0.00210887 0.00267952
internal_count=3121 2769 2382 2072 1660 830 146 412 684 352
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=10
num_cat=0
split_feature=1 3 3 47 42 1 52 0 1
split_gain=4.04313e-05 8.93723e-05 0.000123715 6.32827e-05 0.000106432 7.58557e-05 8.05858e-05 9.76135e-05 4.65999e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 0.13148500000000005 0.087825000000000014 0.10708500000000001 -0.057699999999999994 -0.10324499999999999 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -8 -4
right_child=3 2 8 -5 -6 6 7 -9 -10
leaf_value=0.0017669343770317001 0.0031838414634002563 -0.0050846732250848922 0.0016538931329043935 -0.0025061203703818967 0.0046841053222844153 0.0024828673237985849 0.00028876206686208984 -0.0054735125463190645 -0.0022330909209623251
leaf_weight=0.0018402188771805533 0.0013088405258943406 0.0016576206807671261 0.0014450799282350602 0.0010769462370765481 0.0014424325375472545 0.0010385055043705751 0.0013547450985987031 0.0010974550104723615 0.0011362664994331029
leaf_count=174 233 1845 56 59 288 147 111 105 103
internal_value=0 -0.000875823 -0.0020231 0.000708769 0.00126344 0.000235413 -0.0008701 -0.00229008 -5.70937e-05
internal_weight=0 0.00607919 0.00423897 0.00731892 0.00624198 0.00479955 0.00349071 0.0024522 0.00258135
internal_count=3121 2178 2004 943 884 596 363 216 159
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=15
num_cat=0
split_feature=14 147 484 160 52 4 4 15 49 0 51 0 47 12
split_gain=0.000264977 0.00015945 0.00022362 0.000180791 0.000163333 0.000367831 0.000218758 0.000183802 0.000224348 0.00021406 0.000219177 0.000146592 0.000127127 0.000115765
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.098904999999999979 0.11008000000000001 -0.49013999999999996 -0.14098499999999997 -0.24436499999999997 1.0000000180025095e-35 -0.10151999999999999 0.086685000000000012 -0.060129999999999996 0.092710000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 10 12 -11 13 -9
right_child=-2 -3 3 4 -6 6 7 8 -10 11 -12 -13 -14 -15
leaf_value=-0.00084957914748429294 -0.00091290284204267132 0.00061468209355450732 -0.00068321436124464446 -0.0010705937864667397 0.00070619382839913329 0.0007555855199657866 0.00079938383724584663 0.0012203218481918179 -0.00088611457331419356 -0.00092838930834360863 -0.00045108734457191985 -1.8645328035044124e-05 1.7351396204151796e-06 0.00035151274827940307
leaf_weight=0.00108815265153388 0.0011211690048344982 0.0016773408946453286 0.0011356373452460463 0.0010096384168252195 0.0015330414692661396 0.001795550311766105 0.0010022119384732369 0.0012096318530927823 0.0010870312592019885 0.0010592073682896999 0.0010440356838321563 0.0017131917554310517 0.0010389566814321682 0.0010663715558116293
leaf_count=459 101 167 365 122 128 69 161 58 353 894 40 101 47 56
internal_value=0 5.1176e-05 -8.71204e-06 5.35556e-05 0.000115265 3.99334e-05 0.000141714 2.21734e-05 -7.2605e-05 5.13974e-05 0.000317008 -0.000366217 0.000558917 0.00081326
internal_weight=0 0.01746 0.0157827 0.0146945 0.0135589 0.0120258 0.0110162 0.00922064 0.00821843 0.00713139 0.004359 0.0027724 0.00331496 0.002276
internal_count=3121 3020 2853 2394 2029 1901 1779 1710 1549 1196 201 995 161 114
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=10
num_cat=0
split_feature=1 12 13 1 3 47 48 16 13
split_gain=4.28777e-05 7.74523e-05 7.49755e-05 7.44878e-05 0.000113582 6.74643e-05 9.24852e-05 0.000137105 1.0264e-05
threshold=0.13686500000000004 0.11650500000000001 0.10935500000000002 0.077565000000000009 -0.010424999999999999 0.086380000000000012 0.086260000000000017 -0.029084999999999996 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -7
right_child=-2 -3 -4 5 -6 8 -8 -9 -10
leaf_value=-0.0046255437450154141 0.0020803128519226556 -0.0033627565348463128 0.0026106359923613078 0.0044364181357591142 0.00084410329119461152 -0.00073825205275185053 -0.0014046193515625566 -0.00039915138752982489 -0.0024817028117464553
leaf_weight=0.0013092305363353364 0.0013295027885878814 0.0010852126436421894 0.0015055009707789372 0.0018551947541306122 0.0010106618975505835 0.0010163733929180532 0.0016092903678766868 0.0016773111895084375 0.001012808753572807
leaf_count=1370 169 121 165 433 78 145 165 373 102
internal_value=0 -0.000238805 6.94923e-05 -0.0003336 -0.00224269 0.000284013 0.00103086 0.00214038 -0.00160845
internal_weight=0 0.0120816 0.0109964 0.00949087 0.00231989 0.00717098 0.0051418 0.00353251 0.00202918
internal_count=3121 2952 2831 2666 1448 1218 971 806 247
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=10
num_cat=0
split_feature=376 12 4 15 0 12 1 13 3
split_gain=4.30672e-05 7.53856e-05 0.000118659 0.000178128 0.000130902 0.000109805 9.38832e-05 6.50009e-05 1.56912e-05
threshold=0.048375000000000008 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999 0.078300000000000008 0.086560000000000012 -0.017449999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 -3 -8
right_child=-2 2 3 5 -6 -7 8 -9 -10
leaf_value=-0.0033093615503554737 0.0023119201978157172 -0.0021657091360426065 -0.0034535936241599256 0.0064719675947640821 0.0019600112362371841 0.0011663406734764299 -0.0046749118547623342 0.0015899457209297265 -0.002372652368379627
leaf_weight=0.0012204721089578595 0.0012286454435228985 0.0013157946288232122 0.0015142024120906872 0.0013468186350245883 0.0015085299479067286 0.0012940425784041694 0.0010023795459288276 0.0019135418101362783 0.0010010420684428145
leaf_count=248 166 854 125 79 141 293 521 580 114
internal_value=0 -0.000243809 9.95558e-05 0.00140426 -0.000751871 0.00387217 -0.00131257 5.97024e-05 -0.00352455
internal_weight=0 0.0121168 0.0108964 0.00566359 0.00302273 0.00264086 0.00523276 0.00322934 0.00200342
internal_count=3121 2955 2707 638 266 372 2069 1434 635
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=15
num_cat=0
split_feature=14 484 475 457 43 160 42 151 4 0 48 13 4 2
split_gain=0.000314274 0.000182832 0.000152527 0.000121171 0.000142522 0.00019838 0.00022247 0.000198272 0.000260219 0.000213005 0.000258424 0.000228276 0.000183055 0.000106712
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 0.18116500000000002 -0.061914999999999991 -1.0000000180025095e-35 -0.086029999999999981 0.26790000000000008 -0.18113999999999997 0.088965000000000002 -0.061684999999999997 -0.080924999999999983 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 -9 11 12 -11 -13
right_child=-2 2 3 4 -6 6 7 8 -10 10 -12 13 -14 -15
leaf_value=-0.0006914911954655614 -0.0010190592149419266 0.00074893545653295635 -0.00056132998214683419 -0.00053394345925928571 -0.00055423483345956137 -0.00036097878689732201 -0.00033221076313812403 -0.00038415909089224655 0.0013260929213490809 0.0012877810077515648 0.001284417412103622 0.00024974706770084122 0.00014697892157067454 -0.00060850234424121227
leaf_weight=0.0011527460202916005 0.0010858663534956117 0.0012392857005618192 0.0011190946407351752 0.0013657782536470537 0.0011372077178976462 0.0018700218882806074 0.0012869367147241876 0.0012353343502127245 0.0011511088451391866 0.0010625430725192953 0.001207596856046933 0.0011101522159801041 0.0010175513279314478 0.0010339916759388931
leaf_count=480 101 315 110 362 180 562 113 24 172 101 106 79 308 108
internal_value=0 4.76576e-05 0.00010146 4.64908e-05 9.6958e-05 0.000156965 0.000242942 0.000366975 0.000482066 0.000336342 0.000500201 0.000276015 0.000729718 -0.000164135
internal_weight=0 0.0169893 0.0158366 0.0145973 0.0134782 0.012341 0.0109752 0.00910522 0.00781828 0.00666717 0.00543184 0.00422424 0.00208009 0.00214414
internal_count=3121 3020 2540 2225 2115 1935 1573 1011 898 726 702 596 409 187
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=16
num_cat=0
split_feature=14 484 15 15 457 0 48 43 47 13 16 0 1 43 2
split_gain=0.00026578 0.000189699 0.000216329 0.000164284 0.000155535 0.000290357 0.000442947 0.000207312 0.000285713 0.000266161 0.000205668 0.00015482 0.000117495 8.68871e-05 4.04087e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.0029299999999999994 -0.10607499999999999 0.086425000000000016 -0.45785999999999999 0.092165000000000011 -0.084034999999999985 0.15273500000000004 -0.0058249999999999994 0.089770000000000016 -1.0000000180025095e-35 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 12 -7 9 14 11 -11 -6 -10 -9
right_child=-2 2 3 4 5 7 -8 8 13 10 -12 -13 -14 -15 -16
leaf_value=-0.00069748073915872012 -0.00094494379428374821 0.00079713156970180404 -0.00055552431947544214 -0.00061223769845940767 0.00060477049250319353 0.00075655945881705137 -0.00025186444409679208 0.00031974757480685413 2.6257463388732516e-05 -0.00088843448614051186 -0.0014284097053163484 0.00012563994052593611 0.0014345868541475674 0.00078029005442988367 -0.00017748591668463129
leaf_weight=0.001181738188505181 0.001046932414848988 0.0013849985045398501 0.0015831653105172318 0.0010469547432881967 0.001103619713067606 0.0010068348391533135 0.0014574163025802278 0.001311818791357645 0.0010257901812078946 0.0011193534112752244 0.0010309147751642405 0.0010238760405067069 0.0013442833320874703 0.0011527825328954133 0.0010413292877030078
leaf_count=480 101 228 176 130 55 52 58 329 75 896 272 68 101 47 53
internal_value=0 3.21399e-05 8.39775e-05 1.92012e-05 8.57865e-05 0.000143704 0.000570723 -4.77007e-05 -0.000152784 -0.000380615 -0.000736703 -0.000403985 0.00106047 0.000425251 9.97088e-05
internal_weight=0 0.0178149 0.0166331 0.0152481 0.013665 0.012618 0.00390532 0.0087127 0.00770587 0.00552729 0.00317414 0.00214323 0.0024479 0.00217857 0.00235315
internal_count=3121 3020 2540 2312 2136 2006 214 1792 1740 1618 1236 964 156 122 382
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=15
num_cat=0
split_feature=14 124 484 475 1 0 42 42 15 52 151 4 16 16
split_gain=0.000349149 0.000154525 0.000274166 0.000173286 0.000143412 0.00023921 0.000197451 0.000257595 0.000223594 0.000142453 0.000199691 0.00027775 0.000567882 0.000173543
threshold=0.076175000000000007 -0.043384999999999993 -0.0068949999999999992 -0.051009999999999993 0.12811000000000003 -0.053834999999999994 0.092395000000000019 0.083865000000000009 0.013270000000000002 -0.081429999999999989 -0.044604999999999992 0.0061450000000000003 -0.073404999999999984 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 8 9 -5 -11 13 -13 -12
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 11 12 -14 -15
leaf_value=0.00062498623482515358 -0.0010124290187917486 -0.00088326497651145018 0.0007229126565085458 0.00060203763763290821 0.0010786969282247146 -0.00013011798732227373 -0.00064995958340641918 0.00071884779135751879 -0.00072115255505956317 -0.00081848727350839487 -0.00090530024554950352 0.0013015383409660487 -0.00043561849480111775 0.00013670006422551048
leaf_weight=0.0014981013648383478 0.0011066843666135409 0.0011062625754084043 0.0012695343676528319 0.001279157023302553 0.0010562123743276808 0.0011869231337075835 0.0017166997296251896 0.0015583547208842365 0.0015986405170487564 0.0010264666191259781 0.0011357735517250429 0.0013758599494619775 0.001205217418048216 0.0010502517400361455
leaf_count=252 101 467 294 185 89 75 382 412 507 65 115 109 40 28
internal_value=0 5.67123e-05 5.31995e-06 6.89077e-05 1.03941e-05 0.00043907 -7.00968e-05 2.72128e-05 -9.70827e-05 4.39751e-05 -7.92391e-05 7.9938e-05 0.000490384 -0.000404683
internal_weight=0 0.0180635 0.0165654 0.0154591 0.0141896 0.00224314 0.0119464 0.0102297 0.00867137 0.00707273 0.00579357 0.0047671 0.00258108 0.00218603
internal_count=3121 3020 2768 2301 2007 164 1843 1461 1049 542 357 292 149 143
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=10
num_cat=0
split_feature=52 376 52 48 12 160 52 13 2
split_gain=4.47871e-05 9.81971e-05 7.51962e-05 0.000100287 0.000160964 7.66893e-05 0.000101323 0.000135162 9.32318e-05
threshold=-0.26636999999999994 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.050340000000000003 0.10744000000000002 -0.084034999999999985 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0028673963639510827 0.0024560150989869122 0.004292965356498475 0.0031693821740869411 0.0029459404546892166 -0.0048352446710192521 -0.0034484010894559069 0.0044966117675881642 0.00090009244332577617 -0.0047494524953583068
leaf_weight=0.0010461718454108362 0.0018731795002586088 0.0011149822527326504 0.0012096578178888455 0.0015216849465381106 0.0019744887663576639 0.0011727746838245609 0.0010948277952941791 0.0010069318738626775 0.0014996111911783168
leaf_count=354 346 163 111 455 472 161 329 425 305
internal_value=0 0.000226135 -0.000173265 -0.000692793 -0.00125769 -0.000135707 0.000622638 -0.000430265 -0.00247991
internal_weight=0 0.0124681 0.0113532 0.00947998 0.00827032 0.00629583 0.00512306 0.00402823 0.00250654
internal_count=3121 2767 2604 2258 2147 1675 1514 1185 730
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=14
num_cat=0
split_feature=14 484 475 42 1 43 3 4 3 0 13 0 2
split_gain=0.000212317 0.000165488 0.000162093 0.000125753 0.000177407 0.000163414 0.000263246 0.000166584 0.000157278 0.000195941 0.000248657 0.000174167 0.000198567
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.11146500000000002 -0.074359999999999996 -0.077774999999999983 -0.076779999999999987 -0.116045 -0.10151999999999999 -0.15078499999999997 -0.15202999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -7 11 -11 12 -10
right_child=-2 2 3 5 -6 8 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00058204139671195251 -0.00075586012228695521 0.00068222871463797174 -0.00081455482960355024 0.0005214552820146795 0.00014061904942671145 0.00042298542140616497 0.0011057051168199506 -0.00042086448465452502 0.00016790814176659023 9.0314428921828098e-06 -0.0011074943247776821 0.00055725904875946755 -0.00071946060182091775
leaf_weight=0.0011612471438343331 0.0010381166294562974 0.0012239676636145698 0.0011259409578777057 0.0011820480798028221 0.0011404800089334088 0.0018640046276072741 0.0011090617324074773 0.0010168807152372006 0.0020099571758809276 0.0011828751982873075 0.0011425931313749863 0.0014530706707332327 0.0011581707476605585
leaf_count=479 104 315 691 47 50 103 234 214 75 56 582 113 58
internal_value=0 3.9639e-05 8.58893e-05 3.51493e-05 -0.000333904 0.000104169 0.000427665 8.56855e-05 -1.7288e-05 -0.000135427 -0.000539561 6.79405e-05 -0.000156487
internal_weight=0 0.0167703 0.0156091 0.0143851 0.00226642 0.0121187 0.00330799 0.00219893 0.00881067 0.00694667 0.00232547 0.0046212 0.00316813
internal_count=3121 3017 2538 2223 741 1482 495 261 987 884 638 246 133
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=16
num_cat=0
split_feature=14 484 15 11 3 0 16 0 16 13 3 13 0 13 13
split_gain=0.000299028 0.000162602 0.000162995 0.000173468 0.000201844 0.000193656 0.000181625 0.00024742 0.000234633 0.000149285 0.000231895 0.000217851 0.000143887 3.47258e-05 1.12667e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.12018999999999998 0.12500000000000003 -0.27167499999999994 -0.099059999999999995 -0.032969999999999992 -0.0039049999999999992 -0.074479999999999977 0.15641500000000003 -0.15931499999999996 -0.40078499999999995 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 14 8 12 10 -9 -11 -8 -12 -6
right_child=-2 2 3 -5 6 -7 7 9 -10 11 13 -13 -14 -15 -16
leaf_value=-0.0005975896904324787 -0.00090589818241163173 0.0006574940723568551 0.0010019679753532473 -0.00067238592210387314 -0.00063964890385223344 3.3262735577168221e-05 -0.00026647813966292869 -0.00057004287390322018 0.0011055044532872851 -0.0010951722778880398 0.00020629299625479154 -2.1297818106989189e-05 0.0005034244065921685 0.00066704200510472476 -0.00037309247464222732
leaf_weight=0.0011862860459206639 0.0011248128144634153 0.0014242829049453147 0.0013289220367269624 0.0010357409889145694 0.0010002284759136615 0.0012757109622043572 0.0014002495005271953 0.0010972555066782463 0.0011129628889844333 0.0010692220410947386 0.0010156167731025789 0.0013456812051529932 0.0016892312683463584 0.00104858264293403 0.0010002524456705639
leaf_count=480 101 228 69 119 109 24 33 967 102 360 27 82 109 248 63
internal_value=0 3.79144e-05 8.26717e-05 2.95765e-05 8.01226e-05 0.00052751 -1.88037e-05 8.09392e-05 0.000406347 -0.000164294 8.96678e-05 -0.000496766 0.00015448 0.000440347 -0.000506369
internal_weight=0 0.0180302 0.0168439 0.0154197 0.0143839 0.00260463 0.0117793 0.0097788 0.00420244 0.00557636 0.00316145 0.0024149 0.00308948 0.0020642 0.00200048
internal_count=3121 3020 2540 2312 2193 93 2100 1928 244 1684 1242 442 142 275 172
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=11
num_cat=0
split_feature=133 15 3 3 13 2 1 2 15 1
split_gain=4.35499e-05 6.68403e-05 6.32169e-05 0.000116356 9.93304e-05 0.000112352 7.84403e-05 0.000119949 7.76914e-05 6.18711e-05
threshold=0.099660000000000012 0.084050000000000014 0.13524500000000003 0.10893000000000001 0.24813000000000004 0.099185000000000009 0.10638500000000002 0.084245000000000014 -0.052074999999999989 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7 -9
right_child=-2 -3 -4 -5 -6 8 -8 9 -10 -11
leaf_value=0.0026874091209194728 -0.0025214817811196788 -0.0024863122692687814 0.0029710827606152816 -0.0034797983663289512 0.0043423135759181617 0.0051395564367309656 -0.0030149662285307178 -0.0036576166391362329 0.00023026262272086198 0.00051803615179738677
leaf_weight=0.0017291573254113171 0.0010021690054343732 0.0013101798873359294 0.0014121334918077441 0.0012150823075387516 0.0010071756851524824 0.0010131559809622086 0.001669057577331625 0.001183751323711452 0.0010022901830807336 0.0010435866994562559
leaf_count=317 483 759 170 63 63 304 171 564 162 65
internal_value=0 0.000186479 0.000497053 0.000142843 0.00065183 0.00016538 -0.000742023 0.000216823 0.00269814 -0.00170118
internal_weight=0 0.0125856 0.0112754 0.00986326 0.00864817 0.007641 0.00562555 0.0039565 0.00201545 0.00222734
internal_count=3121 2638 1879 1709 1646 1583 1117 946 466 629
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=16
num_cat=0
split_feature=14 52 157 376 48 14 1 0 47 49 3 0 3 42 4
split_gain=0.000235421 0.000155514 0.000229033 0.000163669 0.00025976 0.000228703 0.000399533 0.000251968 0.000352533 0.000270931 0.000241523 0.000206035 0.000170826 0.000213004 6.75527e-05
threshold=0.076175000000000007 -0.40306999999999998 -0.073574999999999988 0.088470000000000007 0.12737000000000001 -0.10708499999999999 0.094385000000000011 -0.10151999999999999 0.09585500000000001 -0.054319999999999993 -0.12018999999999998 -0.036484999999999997 0.076840000000000006 0.082810000000000009 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 10 8 9 -8 -7 -9 13 -12 -14
right_child=-2 2 3 -5 -6 6 7 11 -10 -11 12 -13 14 -15 -16
leaf_value=-0.00059988449220426104 -0.0007683066481792303 0.00062896702619408479 -0.00067041378259866276 0.00061661524125573657 -0.00079925407541630352 0.00032189087991795412 0.00048630479372188771 -0.00053952309101203513 1.1554341550745186e-05 0.0016736723335751096 -0.001274467813194715 0.0004960970557007818 -0.00033463141525288481 -0.00020063130499323799 0.00022217007528865305
leaf_weight=0.0010349957269431475 0.0010952250256631704 0.0018235219464442258 0.0012166734430640322 0.0011258907807094433 0.0011771746745121931 0.0018168664282578462 0.0010225074187067973 0.0011006394919685965 0.0013128169329892359 0.0011363026597781545 0.0010694482014359033 0.0010525057441769098 0.0014894733366785928 0.0010020688646359775 0.0010337749023818787
leaf_count=314 101 310 84 60 59 79 73 242 44 98 679 91 62 808 17
internal_value=0 3.03216e-05 6.78517e-05 2.07669e-06 -4.58714e-05 2.10461e-05 9.09408e-05 0.000416469 0.000695414 0.00111128 -0.000194637 -3.32887e-05 -0.000398883 -0.000755014 -0.00010651
internal_weight=0 0.0184147 0.0173797 0.0155561 0.0144303 0.0132531 0.0120364 0.00562477 0.00347163 0.00215881 0.00641163 0.00215315 0.00459477 0.00207152 0.00252325
internal_count=3121 3020 2706 2396 2336 2277 2193 548 215 171 1645 333 1566 1487 79
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=16
num_cat=0
split_feature=133 133 14 132 42 1 43 3 457 12 14 0 1 43 0
split_gain=0.000360987 0.000265816 0.000199715 0.000187361 0.000240973 0.000374912 0.000200549 0.000262617 0.000247248 0.000229889 0.000224534 0.000324396 0.000250155 0.000250071 0.000183331
threshold=0.10622000000000002 0.091410000000000005 0.076175000000000007 0.081240000000000021 -1.0000000180025095e-35 0.11507500000000002 0.084740000000000024 -0.10023499999999998 -0.0029299999999999994 0.091625000000000012 -0.10708499999999999 -0.099059999999999995 0.094385000000000011 -0.072864999999999985 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -6 -10 12 -12 -13 -14
right_child=-2 -3 -4 -5 6 -7 -8 8 10 -11 11 13 14 -15 -16
leaf_value=-0.001212736467089756 -0.00096045321000521114 0.00085117913227431973 -0.00068942551809629852 0.00068302050074743137 0.0011865836237208306 0.00018211781203602827 -0.00044164284463562198 -0.00072044916937332002 -0.00060386991582771319 0.00019313222558078216 2.9967364127028801e-05 0.00029497047803504561 0.00035194935301119715 -0.00068652453157134151 0.0012560447034711461
leaf_weight=0.0010580865333656162 0.0010217613910597631 0.0010302001424443421 0.0010811779618418163 0.0011308150077112269 0.001086883078952325 0.0010175636181743997 0.0017742803494536644 0.0010729538708071024 0.0010101820497744902 0.0014819516630755203 0.0016835758081577556 0.001365688774897145 0.001091693641569691 0.0014309766501811802 0.0013508403730763396
leaf_count=574 435 168 86 198 66 33 111 190 72 110 73 422 46 420 117
internal_value=0 4.10937e-05 -6.22534e-06 3.83919e-05 -8.86712e-06 -0.000528925 7.19971e-05 0.000150732 1.87431e-05 0.000613465 0.000118721 0.000224162 0.000516561 -0.000207233 0.000851958
internal_weight=0 0.0186669 0.0176367 0.0165555 0.0154247 0.00207565 0.013349 0.0115747 0.00900591 0.00256883 0.00793296 0.00692278 0.00412611 0.00279667 0.00244253
internal_count=3121 2686 2518 2432 2234 607 1627 1516 1340 176 1150 1078 236 842 163
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=15
num_cat=0
split_feature=14 38 124 484 3 0 3 52 42 1 47 49 3 52
split_gain=0.000339741 0.000236367 0.000245625 0.000298978 0.000164682 0.000240442 0.000231755 0.000231444 0.000313704 0.000198232 0.000273139 0.000211784 0.000157911 0.000202973
threshold=0.076175000000000007 1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 -0.053834999999999994 0.10542000000000001 0.094465000000000007 0.084145000000000011 0.12500000000000003 0.092530000000000015 -0.069799999999999987 0.076840000000000006 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 9 -7 8 -5 10 11 -6 -13 -14
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 -12 12 13 -15
leaf_value=0.00090994879710484431 -0.00096027019233537597 -0.00077905265751457135 -0.00086684821515628583 0.0012292580127263246 -0.00030880901773460497 -0.00098232696595753049 8.2557777239046689e-06 -0.0002858790247711979 6.844434953915154e-06 0.00088706635588215723 -0.00067999988763994823 5.5743137816548529e-05 0.00016352480369358251 0.0012390301729722564
leaf_weight=0.0010933636151201588 0.0011245415157136165 0.0010334830066559544 0.0010701542377314832 0.001534217565788862 0.0017156834179058141 0.0013389791314826127 0.0016789835304519829 0.0010356290812798541 0.0011648427956316709 0.0010216807764221805 0.0013162888649677386 0.0018893285345835302 0.0010093683271641396 0.0012252527092524446
leaf_count=223 101 62 466 139 148 185 67 33 56 89 138 1327 27 60
internal_value=0 4.56998e-05 9.5564e-05 3.99143e-05 0.000104908 -2.81819e-06 -0.000431236 0.000427842 0.000701697 0.00015529 5.08116e-05 0.000215541 0.000433686 0.000753229
internal_weight=0 0.0181273 0.0170938 0.0160004 0.0149303 0.0111956 0.00301796 0.00373469 0.00269906 0.0081776 0.00715592 0.00583963 0.00412395 0.00223462
internal_count=3121 3020 2958 2735 2269 2041 252 228 195 1789 1700 1562 1414 87
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=16
num_cat=0
split_feature=14 38 484 43 160 13 49 4 160 12 1 49 15 3 15
split_gain=0.000266267 0.000232976 0.000205583 0.000163636 0.000281228 0.00029398 0.000197925 0.000221724 0.000227779 0.000184649 0.00028772 0.000162425 0.000208817 0.000183554 0.000192677
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.18116500000000002 -0.098904999999999979 -0.084034999999999985 0.10299000000000001 0.27044500000000005 -0.025879999999999997 0.092355000000000007 0.090475000000000014 -0.081404999999999991 1.0000000180025095e-35 -0.074479999999999977 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 7 8 -7 10 -6 -10 13 -13 -15
right_child=-2 -3 3 -5 5 6 -8 -9 11 -11 -12 12 -14 14 -16
leaf_value=-0.00063152809787661709 -0.00089271892249435838 -0.00080766218600824711 -0.00068160586721283751 -0.00049134292169388026 0.00036285178578300716 0.00069823308513851888 0.00079297091430904866 0.00076845448973385483 0.00035041400779046007 0.00018510188938917566 0.0016744901572106688 -0.00072239153659445839 -0.0010860169616718396 -0.00035394330864903841 0.0005660835977805772
leaf_weight=0.0012023373921409416 0.0010590526896613319 0.001001797970294537 0.0011045375753989299 0.0012244402785054577 0.0010604129229233568 0.0010437638770921546 0.0012331802633855698 0.0011313391314208667 0.0013541418466643832 0.0013229846366581421 0.001137412733714217 0.0013936559311929358 0.0010277537560717531 0.0016093920431907438 0.0013938501322847945
leaf_count=477 101 62 352 185 273 122 147 138 101 81 153 231 562 83 53
internal_value=0 4.15756e-05 9.09262e-05 0.000145091 0.000197701 0.000268552 0.000112597 1.88926e-05 -8.9513e-05 0.000719791 0.00104165 -0.000210806 -0.000350902 -0.000179072 7.30551e-05
internal_weight=0 0.018241 0.0172392 0.0160369 0.0148124 0.0137079 0.0101871 0.0089539 0.00782256 0.00352081 0.00219783 0.00677879 0.00542465 0.0043969 0.00300324
internal_count=3121 3020 2958 2481 2296 1944 1437 1290 1152 507 426 1030 929 367 136
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=11
num_cat=0
split_feature=4 47 42 43 42 16 16 0 52 3
split_gain=4.71337e-05 4.99198e-05 0.000134764 0.000162123 0.000138332 0.000116328 0.00016878 0.000111346 0.000141065 4.39502e-05
threshold=0.27287000000000006 0.11312500000000002 -1.0000000180025095e-35 -0.084004999999999982 0.082250000000000004 0.15891500000000003 -0.0092699999999999987 -0.11756999999999999 -0.046924999999999988 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 -2
right_child=9 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0051094373657072853 -8.5205687384180685e-05 0.0018244462410263881 0.0033793801455959675 0.00045253978606006872 -0.0056844389866524958 -0.0044485046820252755 0.0050346238871402521 0.0025714530334776478 -0.0063788859051179319 0.0033535683976378718
leaf_weight=0.0011554790438679631 0.0014081056057535513 0.0015743319729011789 0.0018321953504016669 0.001207799226115247 0.0010463965471514559 0.0010187451762113664 0.0011711943077455508 0.0011072424229339184 0.0010219227514722817 0.0013174748180432684
leaf_count=796 83 130 385 67 998 157 106 56 74 269
internal_value=0 -0.000408463 -0.000776138 -0.000180452 -0.0011727 -0.000318496 0.000614795 -0.000936459 -0.00267843 0.00157701
internal_weight=0 0.0111353 0.00956097 0.0084055 0.0065733 0.0055269 0.00450816 0.00333696 0.00222972 0.00272558
internal_count=3121 2769 2639 1843 1458 460 303 197 141 352
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=13
num_cat=0
split_feature=14 52 43 15 4 52 43 3 1 0 4 1
split_gain=0.000253205 0.000172764 0.0002433 0.000180072 0.000212314 0.000244597 0.000211325 0.000201949 0.000193676 0.000163001 0.000156223 2.27186e-05
threshold=0.076175000000000007 0.41423000000000004 0.18116500000000002 -0.24436499999999997 -0.0016099999999999997 -0.088204999999999992 -0.084154999999999994 -0.10519499999999998 0.094385000000000011 -0.071719999999999992 0.098655000000000007 0.12205500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -9 -8 -10 -12
right_child=-2 -3 -4 4 7 6 9 8 10 -11 11 -13
leaf_value=0.00073211567157235359 -0.00087175000501504656 -0.00067659769337760395 -0.0007618758287934801 -0.00030675360589761983 0.0003894376099240612 -1.6018973959856936e-05 0.0011391153973199205 -0.00086252116539644078 0.00031442678116465832 0.00036522299730646019 -0.00023746956559914871 -0.00062256355508014387
leaf_weight=0.0015701052698019564 0.0011142142761419995 0.0010942828466850669 0.0010964165471005925 0.0017676626967037283 0.0017709538805945613 0.0019260206960041459 0.0017923455486366798 0.0016272758164358097 0.0017056763540600484 0.0019293134478230584 0.0010011560585949653 0.0010950718985145991
leaf_count=229 101 190 185 458 63 341 765 377 102 201 73 36
internal_value=0 3.53681e-05 8.04493e-05 0.000137509 7.36315e-05 0.000293072 0.000480811 -0.000152368 -0.0003291 0.000737928 -0.000100788 -0.000438643
internal_weight=0 0.0183763 0.017282 0.0161856 0.0146155 0.00741534 0.00564768 0.00720013 0.00542918 0.00372166 0.0038019 0.00209623
internal_count=3121 3020 2830 2645 2416 1765 1307 651 588 966 211 109
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=10
num_cat=0
split_feature=47 1 52 15 42 3 15 48 13
split_gain=5.00723e-05 9.03868e-05 0.000120689 7.31606e-05 8.52552e-05 0.000101487 0.000136291 9.54076e-05 5.92968e-05
threshold=0.13148500000000005 0.11323000000000001 0.11434500000000002 0.079055000000000014 0.075730000000000006 -0.12018999999999998 -0.015744999999999999 0.083985000000000018 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -3
right_child=-2 8 -4 -5 -6 6 -8 -9 -10
leaf_value=0.005672358457265483 -0.0030584796174017467 0.004972769570327158 -0.0052017598609967073 -0.0031312559174399026 -0.0021399904631982138 -0.004992157974754695 0.0038255117032958974 0.00076093795694026937 0.00071996420044854331
leaf_weight=0.0011041238670070931 0.0011140510101598769 0.0012644111282479305 0.0010646902365859358 0.0013051923042329801 0.001780000402729273 0.0010611078970921501 0.0017781024600654225 0.0016350649891483555 0.0017378038032804626
leaf_count=134 65 287 402 923 629 218 146 190 127
internal_value=0 0.00024481 -0.000454575 0.000128818 0.000707072 0.00161554 0.000614427 -0.00150325 0.00251107
internal_weight=0 0.0127305 0.00972828 0.00866359 0.0073584 0.0055784 0.00447428 0.00269617 0.00300221
internal_count=3121 3056 2642 2240 1317 688 554 408 414
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=14
num_cat=0
split_feature=14 484 15 15 0 160 0 0 0 2 0 16 0
split_gain=0.000248692 0.00015592 0.000158594 0.000136287 0.000145773 0.000275168 0.000166428 0.000254191 0.00028999 0.000172328 0.000271833 0.000117305 9.12592e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.098289999999999975 0.086870000000000017 -0.075359999999999996 -0.053834999999999994 -0.019414999999999998 0.10731 0.15398500000000004 -0.032969999999999992 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 -6 -8 -9 10 -10 12 -5
right_child=-2 2 3 4 6 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.00058564475017923456 -0.00086629300600176296 0.00068143075081817826 -0.00048313695824265005 6.2161721082597228e-05 -0.00073199289143851425 -0.00039672559345050896 0.00079444343266959604 -0.0008898809173623739 0.00030093424062176274 0.00068051276218731129 -0.00077382220853585803 0.0010703615826467324 0.00069975836953045775
leaf_weight=0.0011751186640803239 0.0010173694721626872 0.0012905221607591626 0.0014581488130172267 0.0014640192472318292 0.001023206939484018 0.0012669884109707263 0.0011554959355756303 0.00120922601961021 0.0018845991488351636 0.0011569835456528565 0.0012244832040126941 0.0010297299677837204 0.0013710870329323721
leaf_count=480 101 228 176 101 1097 64 307 135 123 93 38 80 98
internal_value=0 3.80957e-05 8.52791e-05 3.1267e-05 8.99318e-05 0.000321518 -6.53412e-05 3.75309e-05 -0.000122207 9.53924e-05 -0.000122349 0.000556975 0.00037051
internal_weight=0 0.0167096 0.0155345 0.014244 0.0127858 0.00513182 0.00765399 0.00663079 0.00547529 0.00426607 0.00310908 0.00386484 0.00283511
internal_count=3121 3020 2540 2312 2136 343 1793 696 389 254 161 279 199
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=15
num_cat=0
split_feature=14 484 15 457 15 0 48 48 1 13 12 13 16 2
split_gain=0.00024478 0.000149218 0.000147385 0.000146938 0.000157595 0.000321121 0.000353291 0.000201701 0.000125154 0.000115875 0.00014488 0.000146017 0.000155739 7.02843e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 -0.10607499999999999 0.086425000000000016 0.093265000000000015 0.089770000000000016 -0.084034999999999985 0.092355000000000007 0.11596500000000001 -0.052894999999999991 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 9 -6 13 11 12 -11 -7
right_child=-2 2 3 4 5 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00061247468137265795 -0.0009247785512543897 0.00070528699309933514 -0.00065382902507266668 -0.00052396108440847975 0.00058550907308470529 0.00054887900852591842 -0.00016152097826162799 0.00074754583996554835 0.0014681115522047305 7.164401357634222e-05 -0.00096939434537678115 0.00026117520180026605 -0.00094268590763048202 -0.00015400128021737805
leaf_weight=0.0011762793956875709 0.0010138960045350523 0.0013472901339619892 0.001044922831271832 0.0013639286760123289 0.0010743680324784557 0.0011077497361135979 0.0013308293820557537 0.0010293411074192294 0.0013270692729979439 0.0010287768606035148 0.0010175925590234173 0.0017415479769251618 0.0012259423403306864 0.0010005788652936443
leaf_count=480 101 228 147 159 55 324 58 113 101 408 543 49 305 50
internal_value=0 4.78203e-05 9.74811e-05 4.01866e-05 9.49275e-05 0.000165959 0.000632961 -4.78637e-05 0.00107325 -0.000162821 -0.000321822 -0.000156927 -0.00047987 0.000215303
internal_weight=0 0.0168162 0.0156399 0.0142926 0.0132477 0.0118838 0.00373227 0.00815153 0.00240144 0.00712219 0.00501386 0.00399627 0.00225472 0.00210833
internal_count=3121 3020 2540 2312 2165 2006 214 1792 156 1679 1305 762 713 374
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=14
num_cat=0
split_feature=133 14 133 3 43 457 0 2 0 43 1 1 0
split_gain=0.000439005 0.000376367 0.000253594 0.00017121 0.000244044 0.000182433 0.000211156 0.00020969 0.000199029 0.000173176 0.00017035 0.000168292 0.000118648
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.10023499999999998 0.084740000000000024 -0.0029299999999999994 -0.099059999999999995 0.11215000000000001 -0.18901999999999997 -0.13868499999999997 0.10089500000000001 0.094465000000000007 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -5 7 11 -9 -1 -8 -7 -12
right_child=-2 -3 -4 5 -6 6 10 8 -10 -11 12 -13 -14
leaf_value=0.00013242344251566932 -0.0010242336735379082 -0.00085617046136506904 0.00066947504973322318 -0.00069242035958916597 -0.00032702104098980707 8.1348043022656992e-05 -0.00069521643652433612 -0.00068541646577070141 0.00029053850558299649 0.00081797709669101837 0.00038281320091366968 0.00075520058414167018 -0.00034079436686977561
leaf_weight=0.001781221110228326 0.0010074173544394457 0.0010849088936215603 0.0017556277788810378 0.0010699666930080532 0.001228288650985121 0.0018868942731119073 0.0015548803987772862 0.0010792751810266843 0.0010021851988590291 0.0018872327615804237 0.0010165245833897579 0.0018018720522781084 0.0012645231326528315
leaf_count=78 435 87 573 111 44 143 996 47 84 197 127 97 102
internal_value=0 4.48823e-05 0.000101296 3.72413e-05 0.000281394 -7.47423e-05 -5.94321e-06 0.000184688 -0.000215512 0.000485106 -0.000292701 0.000410509 -1.83264e-05
internal_weight=0 0.0184134 0.0173285 0.0155729 0.00489674 0.0106761 0.00960615 0.00577023 0.00208146 0.00366845 0.00383593 0.00368877 0.00228105
internal_count=3121 2686 2599 2026 319 1707 1596 371 131 275 1225 240 229
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=14
num_cat=0
split_feature=14 484 15 11 3 0 16 0 16 13 12 0 1
split_gain=0.000259427 0.000167854 0.000168094 0.000144494 0.000186653 0.000214537 0.00017437 0.00018506 0.000201194 0.000136351 0.000255783 0.000106512 8.15684e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.12018999999999998 0.12500000000000003 -0.27167499999999994 -0.099059999999999995 -0.032969999999999992 -0.084034999999999985 -0.010834999999999999 -0.15931499999999996 0.11955000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 11 -9 -11 -8 -12
right_child=-2 2 3 -5 6 -7 7 9 -10 10 12 -13 -14
leaf_value=-0.00061942288044987621 -0.00088585552757868263 0.00068981065066144867 0.0010330611411173238 -0.00061628561015155704 -0.00050656292900845828 -1.1464808260131825e-05 -0.00022658549042026862 0.00024044752926162167 0.0010608437584684609 0.00031854955635546496 -0.0010684401372204749 0.000460066671891459 -0.00036515755502776248
leaf_weight=0.0011358927172084648 0.0010121563360214738 0.0013371222299506996 0.001262556722032568 0.0010097562421833581 0.0019129034155709471 0.0012189496171117753 0.001345357917848844 0.0018926375723127774 0.0010048484859374049 0.0011336804357812706 0.0010799059208424578 0.0015146463686055572 0.0010034579692792533
leaf_count=480 101 228 69 119 172 24 33 410 102 92 1136 109 46
internal_value=0 3.98623e-05 8.75134e-05 3.15038e-05 8.04314e-05 0.000519976 -1.97513e-05 8.40116e-05 0.000377243 -0.000137782 -0.0003603 0.000137063 -0.000729702
internal_weight=0 0.0168517 0.0157158 0.0143787 0.0133689 0.00248151 0.0108874 0.00897453 0.00386485 0.00510968 0.00321704 0.00286 0.00208336
internal_count=3121 3020 2540 2312 2193 93 2100 1928 244 1684 1274 142 1182
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 2 49 42 0 0
split_gain=6.51434e-05 8.10776e-05 8.56182e-05 8.20216e-05 0.000188329 9.64374e-05 8.31418e-05 0.000113434 0.000126857 0.000109683
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.089885000000000007 -0.006494999999999999 0.084050000000000014 -0.083914999999999976 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 -8 -10
right_child=1 2 3 6 5 -7 7 -9 9 -11
leaf_value=-0.0030170640540733941 0.002941915689267998 -0.0032560710594006651 0.0056021429098676726 -0.0030427247764391071 -0.0029766992950322041 0.0017173683029404316 0.004649531654191315 -0.0032349087223481759 -0.002599749823311417 0.0024680451376459843
leaf_weight=0.0010110152651495218 0.0014528994682810803 0.0011817545382347026 0.0012273145087731393 0.0016074043170063593 0.0011028949454608616 0.0016282476019537006 0.0011227265364280479 0.0011244637019441079 0.0014044236237155455 0.0011812395685542043
leaf_count=515 232 185 347 212 101 245 234 537 483 30
internal_value=0 0.000212628 -0.000129791 0.000225493 0.00161399 -0.000178199 -0.000627936 0.000175221 0.00120925 -0.000284568
internal_weight=0 0.0130334 0.0115805 0.0103987 0.00395846 0.00273114 0.00644026 0.00483285 0.00370839 0.00258566
internal_count=3121 2606 2374 2189 693 346 1496 1284 747 513
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=15
num_cat=0
split_feature=14 484 475 42 43 3 42 1 3 16 160 2 1 3
split_gain=0.000235904 0.00012224 0.000121913 0.000117087 0.000262583 0.000257873 0.000228517 0.000214996 0.000147552 0.000184008 0.000162758 9.72506e-05 0.000407861 0.000226797
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.052894999999999991 -0.075944999999999985 0.091735000000000025 0.11146500000000002 -0.116045 0.22339500000000004 0.090980000000000019 0.10672500000000001 0.111945 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4 -6 10 11 13 -13 -10
right_child=-2 2 3 4 8 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00048977552528556756 -0.00079501633164171632 0.00059849774068940177 -0.00082932158482182307 0.00062536003945078524 0.00037207033297703864 0.0011639102983854847 -0.00043347772885213347 0.00019185122537328971 -0.00014274572105298197 -0.00082120424009397689 -0.00067315563502146048 -0.00097779063177417711 0.00048365814105377769 0.00078290473945765229
leaf_weight=0.001184864731613995 0.0010441471442828023 0.0012140442894484219 0.0011798863779786646 0.0014141088485243314 0.0019223574765652165 0.0011409192460219647 0.0010239443250963376 0.0012238959637356217 0.0017577112307923604 0.0010485637521173066 0.0010244642952388916 0.0010492273349534675 0.0011846622786628458 0.001374268698982023
leaf_count=480 101 315 691 219 103 273 75 50 451 68 46 72 110 67
internal_value=0 3.98801e-05 7.77813e-05 3.65813e-05 0.000100849 0.000494108 0.000180665 -0.000309387 -4.95013e-05 -0.000158444 -4.9694e-05 6.93387e-05 -0.000202764 0.000263417
internal_weight=0 0.0177429 0.0165581 0.015344 0.0129402 0.00357897 0.00243805 0.00240378 0.00936126 0.0074389 0.00639033 0.00536587 0.00223389 0.00313198
internal_count=3121 3020 2540 2225 1484 567 294 741 917 814 746 700 182 518
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=15
num_cat=0
split_feature=14 484 475 42 43 3 42 1 3 15 4 151 0 16
split_gain=0.000297655 0.00015091 0.000138041 0.000106881 0.000211959 0.000251967 0.000179672 0.000174239 0.000120752 0.000138119 0.000109957 0.000186869 0.000121974 0.000112988
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.052894999999999991 -0.075944999999999985 0.091735000000000025 0.11146500000000002 -0.116045 1.0000000180025095e-35 -0.0016099999999999997 -0.0083949999999999979 -0.033209999999999996 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4 -6 10 12 -12 -10 -13
right_child=-2 2 3 4 8 -7 -8 -9 9 -11 11 13 -14 -15
leaf_value=-0.00057979072202547603 -0.00093683002819262091 0.00068132616004641558 -0.00083414102100436507 0.00059852554372109596 0.00037455255852148958 0.0012321328519357851 -0.00040245037246537066 0.00016548358268114114 0.00071837589338996264 -0.00066649455559149393 -0.0008662318960837188 0.00040709446182622043 -0.00014809397602386196 -0.00035147200421988781
leaf_weight=0.0012281853497692957 0.0011203973393550939 0.0012520781085535318 0.0011489316518964099 0.0014220287090660755 0.0019269514590214394 0.0010905924696044235 0.0010749970875530979 0.001235375464995192 0.0011580468403216315 0.0014034499203105094 0.0010745100332036905 0.0014060232721730785 0.0010644877155501224 0.0012811778425574506
leaf_count=480 101 315 691 219 103 273 75 50 73 417 79 136 48 61
internal_value=0 4.50965e-05 9.15015e-05 4.31908e-05 0.000109607 0.000491201 0.000167594 -0.000316208 -3.73677e-05 -0.00014481 -2.24623e-05 -0.000214979 0.000303378 4.54325e-05
internal_weight=0 0.0177668 0.0165387 0.0152866 0.0129023 0.00358762 0.00249703 0.00238431 0.00931465 0.0073877 0.00598425 0.00376171 0.00222253 0.0026872
internal_count=3121 3020 2540 2225 1484 567 294 741 917 814 397 276 121 197
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=12
num_cat=0
split_feature=484 15 11 43 43 15 16 0 42 3 4
split_gain=5.34658e-05 6.71767e-05 7.66627e-05 0.000101592 9.55708e-05 0.000101086 0.000165972 0.000118879 9.20795e-05 0.000219723 5.40843e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.078340000000000007 -0.067199999999999996 0.05259500000000001 -0.074054999999999996 -0.094359999999999986 -0.093039999999999984 -0.091964999999999977 -0.075944999999999985 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -5 -7 -3 -10 -6
right_child=1 2 -4 4 10 7 -8 -9 9 -11 -12
leaf_value=-0.0030107677632848291 0.0029479452054213314 -0.0015737778237542624 -0.0035792450007499418 -0.0034895013631518913 0.0033874182757692253 -0.0011029641088541866 0.0040001356553284202 -0.0074620193652903599 0.00040733019007653309 0.0081420754340674611 -0.00081664932179382468
leaf_weight=0.0010164898092440361 0.0014592990011785901 0.0010193723536096114 0.0010726551548715943 0.0011381684743810468 0.0012150374585644386 0.0011593257954894301 0.0010342043272827291 0.0010051494677264061 0.0018995691679670156 0.0010412732486236751 0.0010401226505981579
leaf_count=515 232 152 158 102 27 105 120 641 541 222 306
internal_value=0 0.00021116 -0.000132396 0.000217984 -0.000811194 -0.00198619 7.60998e-05 -0.00405601 0.00193111 0.003146 0.00144842
internal_weight=0 0.0130842 0.0116249 0.0105522 0.00659201 0.00433685 0.00217237 0.00216448 0.00396021 0.00294084 0.00225516
internal_count=3121 2606 2374 2216 1301 968 222 746 915 763 333
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=11
num_cat=0
split_feature=2 14 15 3 2 49 16 52 4 0
split_gain=5.34654e-05 0.000102305 9.95324e-05 9.76899e-05 7.06412e-05 0.000112949 0.000222983 4.34194e-05 6.01149e-05 3.40574e-05
threshold=0.13754500000000003 -1.0000000180025095e-35 -0.15026499999999995 0.13524500000000003 0.090935000000000016 -0.043469999999999995 1.0000000180025095e-35 -0.088204999999999992 -0.0016099999999999997 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 -4 -9 -10
right_child=-2 2 3 -5 5 6 -8 8 9 -11
leaf_value=-0.0050063350573987834 0.0035825644660293417 0.0047206928759753533 -0.0021769773983634083 0.0039515231787057223 0.0010109989974173377 -0.0099743624596519975 -0.00010794750379575413 0.003527796860511744 0.0013505874033129229 -0.002695361239984598
leaf_weight=0.0011507964367803098 0.0010363021177402553 0.0011665039919501038 0.0014231199982122902 0.0012630574185630286 0.0014799217798105585 0.0011744673378217222 0.0013283326319111942 0.0016993414782782265 0.0011895554430344027 0.0010803418418853686
leaf_count=109 205 186 287 69 150 423 358 1088 72 174
internal_value=0 -0.00031136 0.000146338 -0.000355253 -0.000935484 -0.00260168 -0.00473787 0.000295143 0.00118149 -0.000575054
internal_weight=0 0.0129554 0.0118046 0.0106381 0.00937508 0.00398272 0.0025028 0.00539236 0.00396924 0.0022699
internal_count=3121 2916 2807 2621 2552 931 781 1621 1334 246
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=11
num_cat=0
split_feature=43 52 52 4 4 1 42 49 47 2
split_gain=5.45667e-05 8.71977e-05 0.000120364 0.000178922 0.000120124 0.000214065 0.00010188 0.000114338 0.000183838 0.000113922
threshold=0.16180500000000003 0.19022000000000003 0.10744000000000002 -0.35136499999999998 -0.083854999999999985 0.077845000000000011 0.088060000000000013 -0.006494999999999999 0.081320000000000017 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 9 -9 -7
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.0051765668531800584 -0.0033997558040937967 -0.0038786444046715256 0.0056399954122605253 0.0050648127189162999 -0.0062793927519587912 -0.0056184710508252684 0.0049866244438838423 0.0065857682207445785 -0.0010108695536229597 0.0006385411457860942
leaf_weight=0.0012864016273136407 0.001027742302067613 0.0010881131674097362 0.001017711619591982 0.0013641495125104345 0.0010398823920456336 0.0011579836128824154 0.0012965597755644166 0.0013179872882723076 0.0016867991684706533 0.0016231581920705951
leaf_count=192 218 327 192 375 903 90 315 257 108 144
internal_value=0 0.000249272 0.000630222 0.000156951 0.000880193 0.000177388 0.0011254 0.000260145 0.00232124 -0.00196669
internal_weight=0 0.0128787 0.0117906 0.0107729 0.00948652 0.00812237 0.00708249 0.00578593 0.00300479 0.00278114
internal_count=3121 2903 2576 2384 2192 1817 914 599 365 234
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=15
num_cat=0
split_feature=14 43 42 40 48 3 0 0 1 4 2 1 16 49
split_gain=0.000286417 0.000155072 0.000208268 0.000350724 0.000281357 0.000184449 0.000375717 0.000333236 0.000234641 0.000295893 0.000179833 0.000139346 0.000125591 2.74722e-05
threshold=0.076175000000000007 0.24789500000000006 -0.12995999999999999 -0.013874999999999998 0.12649500000000002 -0.10831999999999999 -0.053834999999999994 0.11070500000000001 0.10508500000000001 0.23246000000000003 0.090935000000000016 0.080000000000000016 -0.13941499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 8 12 10 -10 11 -7 -5 -13
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.00066950801768020981 -0.0008742528630068221 -0.00062865350418420357 0.00088186089586940366 0.0012109873608040374 -0.00079551997684498745 0.00062494369950316815 -0.00082436772824506701 -0.00024460098020902867 0.0012644098307840455 0.00010852548314602942 -0.0007238312830169922 4.5469624047450835e-05 0.00043551034556442496 -0.00035908436793075777
leaf_weight=0.00107637014389646 0.0011324725368440083 0.0010128455466861174 0.0017748949800638616 0.0012677633954125689 0.0011552344223762648 0.0010458300518985638 0.0015341272362256967 0.0014806517404890585 0.0010827445055400231 0.0019682294918368197 0.001156553317287091 0.0010078463336582466 0.0013710231162988836 0.0011152575161869106
leaf_count=128 101 180 279 67 65 750 214 96 111 111 469 72 124 354
internal_value=0 4.64694e-05 8.66064e-05 0.0001376 4.44758e-05 0.000118949 -2.47188e-05 0.000429712 0.000141589 0.000518731 -0.000124428 9.43345e-05 0.000808076 -0.000167041
internal_weight=0 0.0180494 0.0170365 0.0159602 0.0141853 0.01303 0.00891059 0.00411944 0.00737646 0.00305097 0.00432549 0.00316893 0.00263879 0.0021231
internal_count=3121 3020 2840 2712 2433 2368 2081 287 1867 222 1645 1176 191 426
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=11
num_cat=0
split_feature=131 14 49 2 48 3 2 52 43 16
split_gain=4.85807e-05 7.97058e-05 0.000114247 0.000168715 0.000125687 0.000116597 9.32925e-05 0.000187861 0.000115103 7.135e-05
threshold=0.088610000000000008 -0.10708499999999999 0.0093850000000000027 0.11448000000000001 0.092150000000000024 -0.13309499999999996 0.10276500000000001 -0.088204999999999992 -1.0000000180025095e-35 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 -10
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.0033155252161075838 -0.0028725121565167182 -0.0033909144241673662 0.003945335047896438 0.0053225180245895258 -0.0052303856002681769 -0.0034077485177162374 -0.0030473032098391837 5.5954482298189647e-05 0.0074687789332387429 0.0026841524081886881
leaf_weight=0.0011468123974262634 0.0010886536441153715 0.0016180953135098161 0.001701938048172741 0.0010541526193211638 0.0010414584829816958 0.0011497542655124794 0.0010172894870521532 0.0015687914392400067 0.0011636615403156081 0.0013171214853747739
leaf_count=117 443 198 562 222 144 196 110 741 101 287
internal_value=0 0.000225785 0.000574919 -2.72924e-06 -0.000635167 -2.43301e-05 0.000851943 0.00161486 0.00304088 0.00492848
internal_weight=0 0.0127791 0.0116323 0.00993032 0.00887617 0.00783471 0.00621662 0.00519933 0.00404957 0.00248078
internal_count=3121 2678 2561 1999 1777 1633 1435 1325 1129 388
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=15
num_cat=0
split_feature=14 124 133 47 132 42 13 16 50 49 52 16 15 0
split_gain=0.00023991 0.000142233 0.000235139 0.00019761 0.000169764 0.000190806 0.000226748 0.000269383 0.000166914 0.000157864 0.000189307 0.000205963 0.000176733 0.000141036
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.11893500000000001 0.081240000000000021 -1.0000000180025095e-35 0.10935500000000002 0.22339500000000004 0.083090000000000011 -0.052259999999999994 -0.07167999999999998 0.0039400000000000008 -0.065449999999999994 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 12 -11 13 -7 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00051953144707312261 -0.0007713817487249576 0.00064366446978527704 -0.00074158854113004285 -0.00056665354475960426 0.00077806132337695643 0.00034962801677082393 0.00085564514189402586 -0.00072691076721795138 -0.00046315411668613934 -0.00015605474861741931 0.00070276247546855917 0.0012018649419728124 -0.00054348899933292431 4.574029006869969e-05
leaf_weight=0.0014018966597275926 0.0010755493675635988 0.0010380474998131694 0.0011028426993312619 0.0013010302246745367 0.0010041734452362902 0.0011584507856202825 0.0011039523679135252 0.0010964983792262949 0.0011094692156425725 0.0014597395744101096 0.0017041443331044519 0.0010138393672187995 0.0013363185118923119 0.001975971404266768
leaf_count=586 101 71 455 90 189 107 62 247 288 145 98 82 123 477
internal_value=0 4.25222e-05 5.3083e-06 5.78895e-05 0.000114456 6.45789e-05 0.000133055 5.95637e-05 0.00014794 0.000226334 0.000370296 0.000533982 -0.000128768 0.000349986
internal_weight=0 0.0178064 0.0167683 0.0156655 0.0143645 0.0133603 0.0119584 0.0108544 0.00975793 0.00864846 0.00615369 0.00469396 0.00249477 0.00368012
internal_count=3121 3020 2949 2494 2404 2215 1629 1567 1320 1032 802 657 230 575
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=14
num_cat=0
split_feature=14 147 484 160 43 43 133 3 0 42 16 15 0
split_gain=0.000240083 0.000135227 0.000201721 0.000140153 0.00015087 0.000126568 0.00017471 0.000135933 0.000171179 0.000231921 0.000103214 0.000144799 6.45495e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.098904999999999979 0.16180500000000003 0.05259500000000001 0.086910000000000015 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 -0.074319999999999983 -0.10324499999999999 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 10 11 -9 -12
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.00078890303749398359 -0.00086429591971421056 0.00054787820648203981 -0.00056356929652733923 0.00069186967159659953 -0.00056041850292515229 0.00064749316393539333 -0.00063081023441982501 0.00028589286399976598 -0.00041583347069905162 0.00085293238905420632 0.00065311064125778031 -0.00055879442595085352 1.2601139803140837e-05
leaf_weight=0.0010086509685733125 0.0010065060350959434 0.0015975235140485147 0.0011255578861040652 0.0013742394490572378 0.0010358834683918587 0.0015259473557138479 0.0010005208778306731 0.0011459067327376402 0.0018054869265519613 0.0014477150309715175 0.0010281547263062407 0.0015898793559605479 0.0010370748691284097
leaf_count=459 101 167 365 123 167 166 474 84 181 296 44 327 167
internal_value=0 4.66519e-05 -6.2883e-06 4.96316e-05 0.000102761 0.000160225 8.89286e-05 0.000165305 7.5461e-05 0.000217414 2.57775e-05 -0.00020499 0.000331473
internal_weight=0 0.0167225 0.015125 0.0141164 0.0129908 0.0119549 0.010429 0.00942846 0.00805422 0.00624873 0.00480102 0.00273579 0.00206523
internal_count=3121 3020 2853 2394 2029 1862 1696 1222 1099 918 622 411 211
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=14
num_cat=0
split_feature=14 484 3 42 457 0 15 160 1 4 133 16 1
split_gain=0.000309535 0.000113557 0.000141761 0.000175346 0.000139107 0.000148107 0.000201131 0.000197994 0.000168237 0.000211103 0.000103772 7.03095e-05 6.917e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.12018999999999998 0.075730000000000006 -1.0000000180025095e-35 -0.10151999999999999 -0.11713499999999999 0.08325500000000001 0.10089500000000001 -0.083854999999999985 0.083950000000000011 0.27776000000000006 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 12 9 10 -7 -10 -8
right_child=-2 2 4 -5 5 8 7 -9 11 -11 -12 -13 -14
leaf_value=-0.00046024470335932348 -0.00090185573985520587 0.00072996604309360027 -0.00059788318442466207 5.8749700637706297e-06 -0.00025233548876457402 -0.00046056856451323695 0.00037845860841169031 -0.00015820185589740526 0.00054142896522526586 -0.00098714402909991922 0.00025957180895292239 -6.0219861516710836e-05 0.00094038065830482492
leaf_weight=0.0011495531149534567 0.0010222465942151806 0.0018743638442388884 0.0010156171566267644 0.0018721482136820899 0.0015270385166573919 0.0010753447140329228 0.0010117189876729946 0.0010006831099628188 0.0010204855060195637 0.0010747657085343641 0.001170300553489545 0.0011649979475389927 0.0015587387304301648
leaf_count=480 101 162 151 77 142 254 63 57 238 1139 84 70 103
internal_value=0 4.71013e-05 8.50561e-05 0.000368135 -6.21634e-06 5.04512e-05 0.000255987 0.000473348 -0.000139864 -0.000377195 -8.5273e-05 0.000220713 0.000719211
internal_weight=0 0.0165158 0.0153662 0.00374651 0.0116197 0.0106041 0.00509818 0.00357114 0.00550589 0.00332041 0.00224565 0.00218548 0.00257046
internal_count=3121 3020 2540 239 2301 2150 365 223 1785 1477 338 308 166
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=10
num_cat=0
split_feature=43 3 159 15 151 3 15 1 1
split_gain=5.21297e-05 8.01161e-05 7.58095e-05 7.25165e-05 9.72232e-05 0.000118947 0.00013279 0.000199532 0.000168742
threshold=0.16180500000000003 0.149315 -0.032739999999999991 0.024640000000000006 -0.084764999999999993 -0.13927999999999999 -0.016799999999999995 0.094385000000000011 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9
right_child=-2 -3 3 -5 5 6 -8 8 -10
leaf_value=-0.0038706156303504502 -0.003188699725919085 0.0040887269870393834 -0.0028681307655202496 -0.0023495531312066106 0.0048669842717442048 -0.0060795282264413785 0.0037314488630457972 0.00536912779820156 -0.0018382978512299351
leaf_weight=0.0010483695129683045 0.0010300175202683165 0.0010626166199399914 0.0013169227533000672 0.0018929064863695182 0.0016924721486917304 0.0011827108795613378 0.0018392814471515605 0.0011656729797024925 0.0017335292863563292
leaf_count=390 218 157 276 946 174 476 188 105 191
internal_value=0 0.000235365 -0.000109539 0.000254761 0.000806766 0.00144241 0.000463549 -0.00100894 0.00105957
internal_weight=0 0.0129345 0.0118719 0.0108235 0.00893059 0.00761367 0.00592119 0.00408191 0.0028992
internal_count=3121 2903 2746 2356 1410 1134 960 772 296
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=15
num_cat=0
split_feature=133 14 133 3 11 2 12 12 0 16 150 52 0 15
split_gain=0.000375364 0.000324273 0.00028483 0.000169969 0.000207619 0.000362323 0.000187497 0.000160134 0.000137952 0.000127846 0.000122945 0.000105821 0.000133957 9.30306e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.10023499999999998 0.088215000000000002 0.10444500000000002 0.051320000000000005 0.097825000000000009 -0.053834999999999994 -0.074319999999999983 0.081835000000000019 -0.068719999999999989 -0.10011499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 9 -8 -1 10 13 -11 -13 -5
right_child=-2 -3 -4 6 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=0.00042223383148713744 -0.0011589022959614243 -0.0010063660530888478 0.00061568484432277784 -0.00022180610327003571 -0.00053773487792419189 0.0011910779409629155 -0.0009853833595652845 -0.00016769733733895908 -0.00035081100824891108 -0.00019924549324096955 5.5822047580559923e-05 0.00074074636239775745 -9.8817933725956199e-05 -0.00093111352936950799
leaf_weight=0.0012357146691579779 0.0010524262973967578 0.0011043034219477823 0.0016786771905662875 0.0010118207257770063 0.00102710452966015 0.0010290662070706613 0.001571901808230229 0.0012550551146884963 0.0014761057453001039 0.0019079798315807667 0.0013573099816202028 0.0011857486828295016 0.0010389488092561712 0.0011524511907817225
leaf_count=96 435 87 573 95 88 80 921 219 55 162 87 65 79 79
internal_value=0 -0.000110141 -5.16752e-05 -0.00012514 0.000142054 0.000328699 -0.000246689 -0.000622364 1.44788e-06 -0.000107941 -0.000346925 9.57045e-05 0.000348664 -0.000599505
internal_weight=0 0.0180322 0.0169279 0.0152492 0.00476799 0.00374089 0.0104812 0.00282696 0.00271182 0.00765426 0.00352158 0.00413268 0.0022247 0.00216427
internal_count=3121 2686 2599 2026 319 231 1707 1140 151 567 261 306 144 174
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=16
num_cat=0
split_feature=14 147 484 48 4 15 0 2 0 12 4 16 16 1 4
split_gain=0.000299948 0.000218383 0.000214195 0.000168538 0.00020323 0.000210281 0.000292652 0.000236998 0.000220749 0.000143044 0.000160902 0.000235905 0.000134776 8.13788e-05 7.3141e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.084145000000000011 -0.060129999999999996 0.098810000000000023 -0.49405499999999997 0.27776000000000006 -0.094359999999999986 0.094220000000000012 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 13 10 -10 14 -9 -8 -12
right_child=-2 -3 3 -5 -6 6 8 12 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0008039938363294313 -0.00094022556038274958 0.00065198679336175955 -0.00071563770771432657 -0.0006424624892228377 0.00073399568458417882 0.0012129494251787666 -0.00099271904298503782 -0.00024674023258521206 -0.00039517227544663913 -0.00047612600329325971 0.0010118269985748332 -0.000271462691215841 0.00061457369358533292 -0.00025602785550352683 0.00036018914971871726
leaf_weight=0.0011190308683531004 0.001123595212746741 0.0018132038938372111 0.0012234724154958397 0.0011665440430167285 0.0014893610513530007 0.0011605651870070241 0.0010431385298458919 0.001191409595623083 0.0011055070053519467 0.0012783498513400104 0.0014107174870518213 0.0011662953556399458 0.0012937005753539399 0.00100522772076303 0.001008364438159777
leaf_count=459 101 167 156 68 224 26 1254 64 108 108 43 65 93 143 42
internal_value=0 4.30331e-05 -2.32362e-05 3.29764e-05 8.77846e-05 1.31e-05 8.95443e-05 0.000523583 -0.000107817 7.17809e-05 0.000221095 0.000411114 0.000201643 -0.000631191 0.0007402
internal_weight=0 0.0184749 0.0166617 0.0155427 0.0143761 0.0128867 0.0116633 0.00364568 0.0080176 0.00596923 0.00469088 0.00358538 0.00248511 0.00204837 0.00241908
internal_count=3121 3020 2853 2394 2326 2102 1946 183 1763 366 258 150 157 1397 85
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=16
num_cat=0
split_feature=14 147 484 48 4 15 0 1 0 12 4 16 16 13 0
split_gain=0.000318596 0.00014664 0.000241406 0.000171722 0.000204611 0.000226793 0.00017825 0.000215539 0.000190992 0.000145089 0.000133241 0.000177161 0.00011272 7.91489e-05 6.81791e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.10060500000000001 -0.060129999999999996 0.098810000000000023 -0.49405499999999997 0.27776000000000006 -0.094359999999999986 -0.077799999999999994 0.051010000000000007
decision_type=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 13 10 -10 14 -7 -8 -12
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00080530492546809903 -0.00092099133472439861 0.00052298920699453454 -0.00070621139639364435 -0.00063069831049366773 0.00068743911264990403 -0.00024055225958277392 -0.00016077552660959959 0.0010394836813459078 -0.00028675899729466582 -0.00041471381697563117 0.00038575868827386405 -0.00015014142731200185 0.00053041600215714981 -0.00084722590443604045 0.00097551805712475066
leaf_weight=0.0010863652835870685 0.0011138765518695628 0.0017140040590052355 0.0011777387435225389 0.0010618578025449058 0.0015719677619041939 0.0012347220876900294 0.0010083941154355579 0.0011553028653251696 0.0010532935344668148 0.0012438416619613424 0.0011569762804177338 0.0011239899401456199 0.0010757827699308118 0.0010285870722474321 0.0012217329412009814
leaf_count=459 101 167 156 68 224 65 563 71 108 108 49 65 47 834 36
internal_value=0 3.86938e-05 -1.25442e-05 4.44372e-05 9.54535e-05 2.08897e-05 9.6654e-05 0.000425446 -4.87534e-05 0.000112331 0.00025622 0.000419499 0.000118414 -0.000507403 0.000688666
internal_weight=0 0.0179146 0.0162006 0.0151142 0.0140523 0.0124804 0.0113026 0.00346581 0.00783682 0.00579983 0.00455599 0.0035027 0.0023105 0.00203698 0.00237871
internal_count=3121 3020 2853 2394 2326 2102 1946 183 1763 366 258 150 112 1397 85
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=11
num_cat=0
split_feature=1 12 159 11 43 2 2 15 2 0
split_gain=5.00826e-05 7.59994e-05 7.79263e-05 9.92003e-05 0.000167736 0.000117397 0.000113922 0.000105774 0.00011001 5.49656e-05
threshold=0.13686500000000004 0.11650500000000001 0.091530000000000014 0.080455000000000013 -0.072864999999999985 0.086950000000000013 0.089885000000000007 -0.095869999999999983 0.10097500000000002 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 -6
right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11
leaf_value=0.0060917269777051803 0.0025089375659163491 -0.0037927794578733998 -0.0036410194850243745 -0.003820853695475798 -0.00094438888592221363 0.00073189694859376213 -0.0029529196753550189 0.0047088454164389464 -0.00052490030520402223 -0.0055949809145032035
leaf_weight=0.0016326503360311476 0.0013765874251811709 0.0011363879058577568 0.0010471452647127536 0.0010054154256521333 0.0010072843327835234 0.0016077976372436825 0.0011111646169115717 0.0015924133634017228 0.0015920198030181642 0.0010078338640602685
leaf_count=417 169 121 294 150 76 569 138 223 208 756
internal_value=0 -0.000317923 2.23806e-05 0.000385766 0.000828582 0.00343237 -0.000508418 0.000787224 0.0020923 -0.00327032
internal_weight=0 0.0127401 0.0116037 0.0105566 0.00955116 0.00324045 0.00631072 0.0042956 0.00318443 0.00201512
internal_count=3121 2952 2831 2537 2387 986 1401 569 431 832
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=16
num_cat=0
split_feature=14 1 0 457 52 157 16 151 16 16 0 15 133 13 13
split_gain=0.000208518 0.000135703 0.000168771 0.000164773 0.000150659 0.0002022 0.000311176 0.000206559 0.000267262 0.000174267 0.000137853 0.000335362 9.77602e-05 0.000162204 0.00012109
threshold=0.062655000000000016 0.077565000000000009 -0.084044999999999995 -0.0029299999999999994 -0.28430999999999995 -0.072409999999999988 -0.056919999999999991 -0.083844999999999989 -0.48836499999999994 0.066275000000000014 -0.10224499999999999 -0.095869999999999983 0.098785000000000012 0.11596500000000001 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 -9 -8 11 -10 13 14 -4
right_child=-2 3 12 4 5 6 9 8 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00083097082013607482 -0.00078748297416898641 -0.00048939299405678031 0.00024580403150990278 -0.0004036064907281404 0.00094822919924197912 -0.00033640447846293138 -0.00080105086278206724 0.0012727747418940687 -0.00049831113648645254 0.00015965289233053055 0.00086371643284231163 0.00071926116337982986 -0.00051628206706820859 0.0006375701944906835 -0.00061632078582420124
leaf_weight=0.0010546066216232178 0.0010125967933007343 0.0011643444785685029 0.0010215242699600472 0.001119865527784686 0.0012595997352920505 0.0010092348075081995 0.0012879024476976616 0.0012082476611486913 0.0014185648725971167 0.0011077144521919879 0.0010614401046940627 0.0014354555912075599 0.0010221689424024898 0.0011830493848160595 0.0010339004828006601
leaf_count=795 104 105 31 155 129 65 245 141 68 108 343 44 232 57 499
internal_value=0 4.15537e-05 -0.000194895 0.000145658 0.000213445 0.000284042 0.000185946 0.000397962 0.000542613 -0.000356829 0.000317297 0.000114078 -3.74521e-05 0.000113682 -0.000187854
internal_weight=0 0.0173876 0.00531525 0.0120724 0.010908 0.00978816 0.00852856 0.00613294 0.00512371 0.00239562 0.00391546 0.00285402 0.00426064 0.00323847 0.00205542
internal_count=3121 3017 1614 1403 1298 1143 1014 661 596 353 455 112 819 587 530
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=16
num_cat=0
split_feature=133 133 14 132 50 159 133 42 2 52 52 16 1 4 0
split_gain=0.0003319 0.000253588 0.000208422 0.000177221 0.000172534 0.000256338 0.000201499 0.000235821 0.000206963 0.00018874 0.000287242 0.000302952 0.00040917 0.000138477 0.000132854
threshold=0.10622000000000002 0.091410000000000005 0.076175000000000007 0.081240000000000021 0.10647500000000001 -0.026354999999999996 -0.0061299999999999992 0.09832500000000001 0.12437500000000001 -0.07167999999999998 0.084960000000000022 -0.5315899999999999 0.094385000000000011 -0.031404999999999995 -0.14116499999999996
decision_type=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 9 13 11 -11 -13 -8 -15
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 14 -16
leaf_value=0.00080217118413236806 -0.0010534290817066168 0.00091875601678303596 -0.00081196527709402914 0.00074082818660703366 -0.0007682346277096422 -0.00075581989079699771 -0.00087600410376141363 0.00087357908610929741 -0.00086443851009995786 -0.00038269088542221936 -0.00041552254864959834 8.2165195369587462e-05 0.001333766238367172 -0.00045784929897353774 0.00039045970319582721
leaf_weight=0.0014064613852669975 0.0010400852719171542 0.0010987312527667393 0.0010917038702969997 0.001184048949485191 0.0010112768807003228 0.001276203083025289 0.0010875129154621381 0.0010765737565548621 0.0010082233561676682 0.001159303114169675 0.0018409259301183784 0.0018177813653092014 0.0018948164460189862 0.001462026616926515 0.0011890089212179674
leaf_count=172 435 168 86 198 227 648 209 81 87 54 138 262 110 52 194
internal_value=0 3.90772e-05 -1.31511e-05 3.6927e-05 -1.44253e-05 3.56646e-05 -4.23858e-05 3.0243e-05 -4.89844e-05 2.96809e-05 0.000218686 0.000458332 0.000720951 -0.000309691 -7.73765e-05
internal_weight=0 0.0196046 0.0185059 0.0174142 0.0162301 0.0152188 0.0138124 0.0125362 0.0114596 0.0104514 0.00671283 0.0048719 0.0037126 0.00373855 0.00265104
internal_count=3121 2686 2518 2432 2234 2007 1835 1187 1106 1019 564 426 372 455 246
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=15
num_cat=0
split_feature=14 147 484 48 4 15 0 1 0 48 4 13 13 1
split_gain=0.000338263 0.000132232 0.00018116 0.000184484 0.000290986 0.000181637 0.000222344 0.000275198 0.000186064 0.000175851 0.000129553 9.81552e-05 0.00025206 8.44387e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.10060500000000001 -0.060129999999999996 0.086260000000000017 -0.51843499999999987 0.11596500000000001 -0.061684999999999997 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 9 13 -7 -10 12 -12 -8
right_child=-2 -3 3 -5 -6 6 8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.00070057372047809755 -0.00096675330206123691 0.0005055546640861633 -0.0006344277932690298 -0.00066412800393459174 0.00079968011030487145 0.00050314701224004374 -0.0008941109491620667 0.0011477541011167668 -0.00046046983740655753 -0.00046868482651324264 0.00043911270379381508 0.00055023175743848767 -0.00058433589241436176 -0.00018631068995279035
leaf_weight=0.00109825502259855 0.0011029594154511315 0.0017817662630581479 0.0012526342174483769 0.0010758960625397917 0.0016524541456091882 0.0014213801277918022 0.001054553972499323 0.0011792822468895126 0.0011511989599000128 0.0010006833765885403 0.0018418767715158157 0.0016724048238359046 0.0012909287114092971 0.0010719547802895968
leaf_count=459 101 167 156 68 224 78 1276 71 48 34 95 43 180 121
internal_value=0 4.55761e-05 -3.31434e-06 4.55689e-05 9.79057e-05 8.26679e-06 7.71681e-05 0.000444191 -8.63589e-05 0.000101632 7.46378e-05 0.000202835 1.73823e-05 -0.000537315
internal_weight=0 0.0185453 0.0167635 0.0156652 0.0145894 0.0129369 0.0116843 0.00360135 0.00808292 0.00242206 0.00595641 0.00480521 0.00313281 0.00212651
internal_count=3121 3020 2853 2394 2326 2102 1946 183 1763 112 366 318 275 1397
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=17
num_cat=0
split_feature=124 47 47 133 42 43 16 133 48 2 3 14 15 13 15 1
split_gain=0.000275944 0.000226659 0.000370129 0.000212862 0.000234157 0.00030862 0.00039945 0.000165479 0.000185034 0.00021428 0.000288382 0.000263817 0.000213092 0.000230773 0.000231362 0.000186735
threshold=0.10195500000000002 0.13148500000000005 0.11069000000000002 0.099660000000000012 -0.088934999999999986 -0.20207499999999998 0.22339500000000004 0.083950000000000011 -0.032929999999999994 0.089885000000000007 -0.077774999999999983 -0.10708499999999999 1.0000000180025095e-35 -0.08971999999999998 -0.09095499999999998 0.095285000000000022
decision_type=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 -7 10 -10 -11 13 -13 -15 -12
right_child=-2 -3 -4 -5 5 6 -8 -9 9 11 15 12 -14 14 -16 -17
leaf_value=-0.00081965336118473148 0.00090046091177823989 -0.00089594668042373906 0.001006127250076634 -0.00085928868312169912 0.00084582640108215744 0.00055296196077863377 -0.001109393775134078 0.0006966905419823232 -0.0010520913639925952 -0.00070261343808738575 -0.00053685647791381675 0.0012081771006294292 -0.00041252951404782158 0.00073670056092785556 -0.00035197497430493037 0.0005225837716954098
leaf_weight=0.0011535038782459857 0.0010154794425245297 0.0010280891743864587 0.0010812097275927452 0.0010954486700756006 0.001372548463448804 0.0015391877659991478 0.001085638206221237 0.0011325106596445098 0.0015737446510177581 0.0011061332595419526 0.0011536811658256702 0.001051537254081969 0.0011141466284672885 0.0013002878494039298 0.0012624765071786587 0.0010363040514518758
leaf_count=304 42 59 102 450 70 106 286 424 559 67 140 110 132 88 87 95
internal_value=0 -6.86207e-05 -2.15198e-05 -8.69667e-05 -3.36953e-05 2.78604e-05 -5.62012e-05 3.69842e-05 -3.00977e-05 -0.000123597 -0.000460588 9.37862e-05 0.000280089 0.000493596 0.000200394 -3.55279e-05
internal_weight=0 0.0190864 0.0180584 0.0169771 0.0158817 0.0147282 0.0133556 0.01227 0.0111375 0.00959831 0.00376373 0.00583458 0.00472845 0.0036143 0.00256276 0.00218999
internal_count=3121 3079 3020 2918 2468 2164 2094 1808 1384 1278 794 484 417 285 175 235
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=11
num_cat=0
split_feature=1 3 3 4 48 0 4 4 51 16
split_gain=5.66673e-05 8.41219e-05 0.000118634 0.000210273 7.6123e-05 9.94588e-05 0.000143902 9.66999e-05 9.61788e-05 5.85253e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.080924999999999983 0.12879500000000002 -0.10151999999999999 0.056795000000000005 0.27044500000000005 -0.063174999999999995 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 -8 -7 -10
right_child=4 2 -4 -5 -6 8 7 -9 9 -11
leaf_value=0.0015848069882508113 0.0081570116941793013 0.00034750629346195805 0.00067697944234641478 -0.008650178479862429 -0.0030866317687233487 0.0028950812418903947 -0.0018858179725180042 0.0046647699102157925 3.8688543130071841e-05 -0.0052819693914452365
leaf_weight=0.0019836767034945354 0.0010879787985509926 0.0012083954969544157 0.0019110716340815515 0.001420588336088525 0.0010617744400054363 0.0013342395613354929 0.0012233540430059975 0.00105522690018095 0.0010645482714057228 0.001015540332155021
leaf_count=174 115 543 89 1372 77 178 47 124 135 267
internal_value=0 -0.00113906 -0.00232919 -0.00451445 0.000861006 0.00147914 0.00341299 0.00114781 -0.000427649 -0.00255896
internal_weight=0 0.00652373 0.00454006 0.00262898 0.00784266 0.00678089 0.00336656 0.00227858 0.00341433 0.00208009
internal_count=3121 2178 2004 1915 943 866 286 171 580 402
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=12
num_cat=0
split_feature=2 11 2 49 0 12 13 49 3 3 2
split_gain=5.43964e-05 6.87891e-05 8.31332e-05 0.000146374 0.00014106 0.000151357 7.30334e-05 9.21205e-05 6.56687e-05 5.39979e-05 3.72608e-05
threshold=-1.0000000180025095e-35 0.078340000000000007 0.092120000000000021 -0.074429999999999982 -0.053834999999999994 0.090455000000000021 -0.0013449999999999996 0.10595500000000001 0.086245000000000016 0.149315 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 9 10 -2 -5 -8
right_child=1 -3 3 6 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0021949392473923478 -0.0045741791398919342 -0.0037022043728564139 0.0057476361703149379 0.0042316330935369736 -0.0053642630456846325 0.0036699739240280962 -0.0046656293481833668 0.0023027784171014464 0.00019792668849503896 -0.00014659273669362288 -0.0011788044919008216
leaf_weight=0.001814768932389973 0.0011184577744752242 0.0010740856112494432 0.0010268898895975098 0.0010859833829671064 0.0012745676953712379 0.0013294766422493696 0.0010168200669078697 0.0010138068568892166 0.0010798972367240811 0.0010611740985157075 0.001371576647196282
leaf_count=199 1045 179 122 529 85 434 155 95 56 100 122
internal_value=0 -0.000363051 -4.78527e-05 0.000960389 -0.00142851 -6.55959e-06 7.45255e-05 -0.00118345 -0.00222998 0.00206781 -0.00266326
internal_weight=0 0.0124527 0.0113787 0.00657625 0.0048024 0.00352783 0.00554936 0.0034022 0.00219836 0.00214716 0.0023884
internal_count=3121 2922 2743 1123 1620 1535 1001 372 1101 629 277
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=15
num_cat=0
split_feature=14 484 15 457 15 0 48 47 43 13 1 43 133 16
split_gain=0.000295989 0.000186965 0.000133539 0.000174087 0.000203223 0.000393507 0.000414072 0.000212967 0.000236383 0.000242906 0.000155039 0.000113688 0.000101262 8.95423e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 -0.10607499999999999 0.086425000000000016 0.092165000000000011 -0.083879999999999996 -0.095304999999999987 0.086455000000000018 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 10 8 12 -10 -6 -9 -7 -11
right_child=-2 2 3 4 5 7 -8 11 9 13 -12 -13 -14 -15
leaf_value=-0.00059127776004490123 -0.00088722480586115281 0.00059566629950307947 -0.0006067166972998023 -0.00051807658923747871 0.00048573067998132073 0.00046159728822510937 -0.00015112463986855469 -2.3847182618779914e-06 4.5206457773030346e-05 -0.00046814983055428762 0.0013300792115389561 0.00077350423884510152 -0.00018150005372423141 -0.0011613950016594792
leaf_weight=0.0012563959110857203 0.0010528922914143637 0.0014023758630347946 0.0011068637768738556 0.0014146899168368523 0.0010426257657443752 0.0015942588865612349 0.001389018343465942 0.0010135188886462761 0.0015252240890272386 0.0010055436441291483 0.0016154374404755978 0.0012038841662757038 0.0012912652505866207 0.0011799303424243272
leaf_count=480 101 228 147 159 53 141 58 75 91 408 103 47 263 767
internal_value=0 4.3864e-05 9.14069e-05 4.54343e-05 9.59998e-05 0.000163549 0.000604184 -3.87839e-05 -0.000192628 -0.000477581 0.000998883 0.000418865 0.000173813 -0.000842431
internal_weight=0 0.018041 0.0167846 0.0153823 0.0142754 0.0128607 0.00404708 0.00881363 0.00659622 0.0037107 0.00265806 0.0022174 0.00288552 0.00218547
internal_count=3121 3020 2540 2312 2165 2006 214 1792 1670 1266 156 122 404 1175
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=15
num_cat=0
split_feature=14 147 484 48 4 15 0 48 0 12 1 12 16 2
split_gain=0.000231563 0.000132911 0.000173836 0.000144617 0.00021884 0.000176894 0.000216458 0.00020462 0.000136265 0.000111327 0.000122343 0.000112823 0.00014367 6.4324e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 -0.084044999999999995 0.098810000000000023 0.081670000000000006 0.09141500000000001 0.15273500000000004 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 13 -8 10 11 12 -10 -7
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00075975408464529865 -0.00086972306363708007 0.00055222105392455567 -0.00071429424370680612 -0.00063309136128384443 0.00077415345490625565 0.0011899717363274055 -0.00069435767272119163 -0.0001233383752285594 0.00056362910177763066 -0.0004908319090633585 -0.00030318920604802384 0.00076698175755836686 -0.0004343758776075226 0.00052362684310950606
leaf_weight=0.0010285460779215815 0.0010476785092696219 0.0016456209690405279 0.0010888323828287831 0.0010425428968976963 0.0014982665544770622 0.0010026454882847728 0.0011456459257224707 0.0012305141030397593 0.0010211913634493395 0.0012401336197176947 0.0015186983920704444 0.0013350504844973354 0.0010281955546510152 0.0010570207351245642
leaf_count=458 104 167 156 68 224 26 578 72 257 243 432 190 62 84
internal_value=0 4.33887e-05 -1.1565e-05 4.25951e-05 9.60982e-05 9.02979e-06 8.34765e-05 0.000484726 -9.76454e-05 1.36343e-05 0.000141227 0.00034065 6.29212e-05 0.000848004
internal_weight=0 0.0168829 0.0152373 0.0142087 0.0131662 0.0116679 0.0105791 0.00329018 0.00728892 0.00614327 0.00490314 0.00338444 0.00204939 0.00205967
internal_count=3121 3017 2850 2392 2324 2100 1944 182 1762 1184 941 509 319 110
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=10
num_cat=0
split_feature=457 150 2 11 159 3 12 15 0
split_gain=5.19047e-05 9.57022e-05 0.000125678 8.21879e-05 0.000112234 0.000132143 0.000235444 0.000190689 7.85429e-05
threshold=-0.0029299999999999994 0.081835000000000019 0.089885000000000007 1.0000000180025095e-35 0.091005000000000016 0.095270000000000007 0.092355000000000007 -0.016799999999999995 -0.061629999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -7 -2
right_child=1 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.0030403576979574506 0.0017550369573749848 -0.00082346356537715631 0.0050379212208632607 -0.0038178308978244419 -0.0043560757941454474 -0.00532612061596265 -0.0032292845521834867 0.0018164407231304083 0.0058099678812018312
leaf_weight=0.0010558755844967101 0.0019368861952731738 0.001300664909386324 0.0016388147037263018 0.0012512504791209475 0.0010250364949141175 0.0014888765590469547 0.0012886073925492446 0.0014749456624540275 0.0018526052547972636
leaf_count=252 1060 163 189 208 297 113 650 75 114
internal_value=0 0.000203187 0.00244437 -0.000435287 3.15081e-05 0.000590757 0.00196956 -0.00177163 0.00373741
internal_weight=0 0.0132577 0.00293948 0.0103182 0.00906696 0.00804192 0.0050781 0.00296382 0.00378949
internal_count=3121 2869 352 2517 2309 2012 1824 188 1174
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=15
num_cat=0
split_feature=133 14 133 13 1 0 457 14 0 48 47 3 16 48
split_gain=0.000370047 0.000337957 0.000287808 0.000206357 0.000361825 0.000292245 0.000223719 0.000209541 0.000402713 0.000178247 0.000309302 0.000117849 8.26099e-05 3.79513e-05
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 0.10935500000000002 0.077565000000000009 -0.019414999999999998 -0.0029299999999999994 -0.10708499999999999 -0.10151999999999999 0.086425000000000016 0.089785000000000018 -0.10831999999999999 0.042200000000000008 0.11013500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -5 -6 -8 9 10 -9 -10 -1 -11
right_child=-2 -3 -4 5 6 -7 7 8 11 13 -12 -13 -14 -15
leaf_value=-0.0010978668316775331 -0.0010412226698928374 -0.00089391404952561526 0.00078877832941282077 -5.2529941053199021e-05 -0.00067540513891179755 0.0010374116753909071 -0.00045705747662224777 0.0013215660513680406 0.00022225230749740857 0.00043528229158436559 9.240591945741703e-05 -0.00049913099220061678 -0.00040807245767152589 -5.0922110253680952e-05
leaf_weight=0.00100822468219584 0.0010418581181511058 0.0011330528092334804 0.0017566158046528326 0.0017192930619289032 0.0011388778134495689 0.0014140043176067421 0.0014715795194326651 0.0018035807142645346 0.0011360063042500346 0.001005267248006092 0.0010057523942128554 0.001923869752100692 0.0011985219136964155 0.0010202224306752328
leaf_count=704 435 87 573 116 90 45 109 129 119 46 31 496 101 40
internal_value=0 4.62169e-05 0.000106734 3.11223e-05 -6.9498e-05 0.000439342 6.78265e-05 0.000158199 0.000272883 0.000591979 0.000881522 -0.000231311 -0.000723228 0.000190385
internal_weight=0 0.0187349 0.0176018 0.0158452 0.0127119 0.0031333 0.0105052 0.00936628 0.0078947 0.00483482 0.00280933 0.00305988 0.00220675 0.00202549
internal_count=3121 2686 2599 2026 1865 161 1060 970 861 246 160 615 805 86
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=10
num_cat=0
split_feature=1 3 3 48 14 0 2 1 4
split_gain=5.83839e-05 7.40033e-05 0.000102016 6.79836e-05 8.31278e-05 0.000291547 7.37517e-05 0.000130146 5.48177e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 0.12879500000000002 -0.10708499999999999 -0.14454499999999995 -1.0000000180025095e-35 0.13075500000000004 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -4
right_child=3 2 8 -5 5 6 7 -9 -10
leaf_value=0.0012835877751571202 -0.002183020849190895 -0.0047504805454111386 -0.0026809840801384562 -0.0025725295299734389 0.0077869731414664002 0.0030770869809731748 -0.0033886923667912007 0.0028476167137755411 0.0014190564076114885
leaf_weight=0.0019660749574904619 0.0011501631865560163 0.0017638688608482356 0.0011708762353155322 0.0010637979401213471 0.0013795774633806601 0.0012692082147631118 0.0018504178960444826 0.0011006529771657812 0.0015801192325763935
leaf_count=174 119 1845 74 77 152 133 379 83 85
internal_value=0 -0.00104189 -0.00205456 0.000801715 0.00133349 0.00205576 0.000182264 -0.00106275 -0.000325999
internal_weight=0 0.00648094 0.00451486 0.00781382 0.00675002 0.00559986 0.00422028 0.00295107 0.002751
internal_count=3121 2178 2004 943 866 747 595 462 159
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=14
num_cat=0
split_feature=14 484 15 11 3 16 0 160 0 13 12 0 47
split_gain=0.000297676 0.000136721 0.000237773 0.000161244 0.000177332 0.000201333 0.000210493 0.000295299 0.00018185 0.000142378 0.000296654 0.000390228 0.000129075
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 0.081005000000000008 -0.12018999999999998 -0.27167499999999994 -0.099059999999999995 0.086870000000000017 0.12500000000000003 -0.084034999999999985 -0.010834999999999999 -0.053834999999999994 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 7 12 -4 -8 -11 -12 -7
right_child=-2 2 3 -5 5 6 9 -9 -10 10 11 -13 -14
leaf_value=-0.00051205274456100089 -0.00090168181659703499 0.00076340361935369134 0.000922012059146761 -0.00063714153279960948 -0.00052494968960036317 0.00095383941194298065 0.0002215230483765114 -0.00034028432495489025 8.1304850627044669e-06 0.00034095632900020128 -5.8801185481513498e-05 -0.0015108611194681362 0.00020076596273596256
leaf_weight=0.0011903805343587799 0.0010219539025336779 0.0013860269581853343 0.0013100504586667236 0.0010019916497130419 0.0019095706929968146 0.001794054317700273 0.0019928023408190255 0.0011795996838325218 0.0012302257908913816 0.0011615904761693593 0.0011703588819876667 0.0010000823817491507 0.0010520607195740328
leaf_count=480 101 228 74 114 172 152 410 52 24 92 1018 164 40
internal_value=0 4.62842e-05 8.73403e-05 2.40369e-05 7.20424e-05 -1.9864e-05 8.32847e-05 0.000377836 0.00047943 -0.000139404 -0.000355264 -0.000727872 0.000675467
internal_weight=0 0.0173788 0.0161884 0.0148024 0.0138004 0.0112601 0.00935055 0.00402571 0.00254028 0.00532483 0.00333203 0.00217044 0.00284612
internal_count=3121 3020 2540 2312 2198 2100 1928 244 98 1684 1274 1182 192
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=14
num_cat=0
split_feature=14 147 11 52 52 0 16 0 0 3 2 4 4
split_gain=0.000329413 0.000133307 0.000179442 0.000158488 0.00017893 0.000174832 0.000229788 0.000266198 0.00026657 0.000224917 0.000208256 0.000185069 0.000114965
threshold=0.076175000000000007 1.0000000180025095e-35 0.088215000000000002 0.19022000000000003 0.11008000000000001 0.15398500000000004 0.26676500000000009 -0.076579999999999995 -0.10607499999999999 -0.0049599999999999991 0.11215000000000001 0.0052350000000000009 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 11 -11 -9
right_child=-2 -3 -4 -5 -6 -7 -8 12 -10 10 -12 -13 -14
leaf_value=0.00075440504725500892 -0.0010040484156735676 0.00053165080057986298 -0.000752813001256257 -0.00056530554013759166 0.0007351767790911818 -0.00067645117996391617 -0.0006201253159643079 0.00038829791479674341 -0.00070446252801138829 -0.00032288993489216664 -0.00065151382497248978 0.00065362739483047164 0.0011450407790970195
leaf_weight=0.0016634773976266781 0.0010784918235321453 0.0017508622609508908 0.0010261407154494853 0.0013247254613004003 0.0013792782169416368 0.0010805191326928041 0.0013332362747781627 0.001908051339435099 0.0014508559578506721 0.001147847591100871 0.0013305858628792355 0.0015672147689727578 0.0010695650239640406
leaf_count=136 101 167 97 325 175 35 289 99 1191 40 80 61 325
internal_value=0 4.71986e-05 -4.89785e-06 4.54101e-05 0.000103486 3.40688e-05 0.000100998 0.000195835 2.75323e-06 0.000182477 -5.2686e-05 0.000240785 0.000660121
internal_weight=0 0.0180324 0.0162815 0.0152554 0.0139306 0.0125514 0.0114708 0.0101376 0.00715998 0.00570913 0.00404565 0.00271506 0.00297762
internal_count=3121 3020 2853 2756 2431 2256 2221 1932 1508 317 181 101 424
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=11
num_cat=0
split_feature=1 52 0 4 43 0 15 16 48 0
split_gain=5.3125e-05 0.000112407 8.61669e-05 0.000146346 0.000120437 0.000101641 8.61435e-05 0.000106932 6.62233e-05 0.000102544
threshold=0.11323000000000001 0.11434500000000002 -0.076234999999999983 -0.49405499999999997 0.084740000000000024 -0.10607499999999999 -0.016799999999999995 -0.061854999999999993 0.083985000000000018 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 8 7 -2 9 -1
right_child=6 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0049981711834042744 0.0022234209466828882 -0.0046617436126861998 -0.0028651523715480898 0.0054787368912099475 -0.00046696570071215975 -0.0046845803736448449 0.0046908473061429441 -0.0029325361985231232 0.0017727656940877705 0.0010903279351784085
leaf_weight=0.0010050974109392929 0.0018922321374599204 0.0011374572143373002 0.001047215184412531 0.0016933334365064499 0.0010526160496734938 0.0012263798059247415 0.0010525421097535154 0.0012881098923121499 0.0018465276079777937 0.0011081354236967848
leaf_count=123 256 404 137 417 62 1286 66 144 129 97
internal_value=0 -0.000573722 -5.58696e-05 0.00152521 0.00319955 -0.00121228 0.00126796 0.000135143 -0.000136866 -0.00180549
internal_weight=0 0.0101168 0.0089793 0.00379316 0.00274595 0.00518614 0.00423288 0.00318034 0.00395976 0.00211323
internal_count=3121 2655 2251 616 479 1635 466 400 349 220
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=15
num_cat=0
split_feature=14 2 484 457 1 2 3 11 16 3 16 3 2 3
split_gain=0.000297088 0.000156998 0.000150804 0.000184611 0.000187423 0.000218456 0.000299122 0.000219269 0.000179696 0.000174641 0.000150178 0.000145588 0.000129689 0.000160499
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 1.0000000180025095e-35 0.097915000000000016 0.077290000000000011 -0.15012499999999998 0.083060000000000009 0.19444000000000003 0.13524500000000003 0.10045500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 10 8 7 9 -6 -7 12 -8 13 -5
right_child=-2 2 3 4 5 6 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00056353705773551583 -0.0009564122848910834 -0.00069006044452592067 -0.00070039263249133674 -0.0006364363363650673 0.00042033034193479516 0.0016361296881220884 -0.00043061015921747964 0.00011500051312554743 -0.00055918195011827655 0.00062525956227947252 0.00028472574253213262 0.00046026521006035232 -0.0009254830006276203 0.00033596575705841577
leaf_weight=0.0017333064481124616 0.0010269241206125037 0.001004925051496546 0.001034338560148119 0.0011312704797942163 0.0010083795581077304 0.0011274991520845096 0.0013138961171197394 0.0010045316665308057 0.0015736971484911705 0.0011157883662049617 0.0015017474006968419 0.0011108545892573041 0.0010677515790711283 0.0010971610409395002
leaf_count=193 101 475 149 453 29 195 87 112 389 48 159 112 177 442
internal_value=0 4.72032e-05 -1.2098e-05 3.62661e-05 9.46419e-05 0.000260132 0.00045895 0.000818369 -0.000176653 0.00113333 -0.000190076 -2.24721e-05 -0.000406397 -0.000157677
internal_weight=0 0.0168251 0.0150918 0.0140869 0.0130526 0.00825465 0.00567257 0.00324782 0.00258208 0.00224329 0.00479793 0.00242475 0.00329618 0.00222843
internal_count=3121 3020 2827 2352 2203 972 554 355 418 243 1231 199 1072 895
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=15
num_cat=0
split_feature=14 484 15 457 15 0 48 47 1 2 2 2 42 15
split_gain=0.000345824 0.000123596 0.000172556 0.000157715 0.000163029 0.000290543 0.000455284 0.000235772 0.000163774 0.000146692 0.000221525 0.000196671 0.000138348 9.34272e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 -0.10607499999999999 0.086425000000000016 0.085270000000000026 0.086455000000000018 0.11093500000000002 0.10097500000000002 0.094835000000000017 0.083995000000000014 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 9 -6 10 11 12 -7 -9
right_child=-2 2 3 4 5 7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.00047481954127913731 -0.00092895431815211333 0.00064075208888901341 -0.00058101640727238808 -0.00045840350424275537 0.00041936510702433947 -0.00075509437571021629 -0.00025963978573339934 0.00012179446271515002 0.0012848628587602048 0.00030040108778732531 -0.00098302722619623452 0.0004707444369780721 2.3818877137263997e-05 0.00077426538976629736
leaf_weight=0.0012296846363037362 0.0011030875106484697 0.0013838079902461784 0.0011197857084790644 0.0014542468706305522 0.0010331709840576365 0.0013797865669811517 0.0013889968960469901 0.0015145420324536377 0.0015031388423335235 0.0012055830780984059 0.0011773323264687319 0.0010307954293785979 0.0011889293561112937 0.0010343916454238489
leaf_count=480 101 228 147 159 53 608 58 117 103 200 163 129 542 33
internal_value=0 3.69172e-05 7.52537e-05 2.31909e-05 7.18277e-05 0.000133729 0.000510524 -3.96354e-05 0.000932301 -0.000221231 -0.000352881 -0.000146772 -0.000394575 0.000386576
internal_weight=0 0.0176442 0.0164145 0.0150307 0.0139109 0.0124567 0.00392531 0.00853136 0.00253631 0.00598243 0.00477684 0.00359951 0.00256872 0.00254893
internal_count=3121 3020 2540 2312 2165 2006 214 1792 156 1642 1442 1279 1150 150
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=11
num_cat=0
split_feature=457 4 15 12 151 0 12 13 12 47
split_gain=5.10852e-05 9.08054e-05 0.000160055 0.000122207 0.000126301 0.000255259 0.000110362 0.000110271 0.000162845 0.000162719
threshold=-0.0029299999999999994 0.24564500000000003 -0.11033999999999998 0.09857500000000001 -1.0000000180025095e-35 -0.14794999999999997 0.092755000000000018 -0.083364999999999981 1.0000000180025095e-35 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 -2 -6 -3 -7 9 -9
right_child=1 2 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0031168557517945003 0.0037268796576099567 0.003189577303814486 0.0070531253751335366 -0.0044451675670597914 -0.0071174817850899628 0.0036125610594291719 -0.0030165412414093324 -0.0019589630385416536 -0.0057307839267218266 0.0052692376818904213
leaf_weight=0.0010670505590967107 0.0017057369718792865 0.0012774864249150333 0.0010412343273718807 0.0014432528530287829 0.0011203143202893106 0.0017326214670118512 0.0011852423337740392 0.0016153073359495363 0.0010574100040986936 0.0011398024223256975
leaf_count=252 298 243 88 405 114 497 60 150 960 54
internal_value=0 0.00021414 0.0022384 -0.000508563 0.000170135 -0.000740061 0.000202746 0.000548404 -0.00084412 0.00103138
internal_weight=0 0.0133184 0.00350396 0.00981445 0.00837119 0.00666546 0.00246273 0.00554514 0.00381252 0.00275511
internal_count=3121 2869 391 2478 2073 1775 303 1661 1164 204
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=16
num_cat=0
split_feature=14 124 133 132 42 40 48 50 15 47 52 12 49 1 0
split_gain=0.000282037 0.000127356 0.000282064 0.000195369 0.000299263 0.000226279 0.000163569 0.000179149 0.000250694 0.000175283 0.000385443 0.000129037 0.00024535 0.00025102 3.22562e-05
threshold=0.076175000000000007 0.08919500000000001 0.099660000000000012 0.081240000000000021 -0.088934999999999986 -0.026419999999999996 0.12649500000000002 1.0000000180025095e-35 -0.24436499999999997 0.092530000000000015 -0.088204999999999992 0.089505000000000015 -0.052259999999999994 0.095025000000000012 -0.038659999999999993
decision_type=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 -7 10 -10 12 -12 -14 -13
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 11 14 13 -15 -16
leaf_value=-0.00086728089832057971 -0.00087404925765078645 0.00062269250919793706 -0.00079202140327179103 0.00076889385886805468 0.00077364990165807086 0.00093258432925156349 -0.00061981484539556627 -0.00058665456401349122 -0.00069106185477255295 -0.00048716568338411223 -0.00042524256538294645 0.00088898803108892707 5.5272502311311166e-05 0.0010660523772206758 0.00046582809408187527
leaf_weight=0.0010422855835538281 0.0010385747655625712 0.0010327223019343029 0.0012018021967703267 0.0010732247501133154 0.0012508063320614072 0.0010485186874339318 0.0010892018450578975 0.0010888709991010376 0.0013137102619034755 0.0014774632056317955 0.0014315357247243858 0.0010169304577278548 0.0019278184134467764 0.0011387926162274853 0.0010847885442215599
leaf_count=244 101 60 457 196 204 94 51 353 305 154 133 245 443 48 33
internal_value=0 4.04885e-05 5.5028e-06 6.54671e-05 1.48368e-05 8.11325e-05 1.24821e-05 7.22213e-05 0.000140944 5.25562e-05 0.000153322 0.000321398 0.000158247 0.000430628 0.000670577
internal_weight=0 0.0182185 0.0171857 0.0159839 0.0149107 0.0138684 0.0126176 0.0115284 0.0104396 0.00939104 0.00791358 0.00659987 0.00449815 0.00306661 0.00210172
internal_count=3121 3020 2960 2503 2307 2063 1859 1808 1455 1361 1207 902 624 491 278
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=11
num_cat=0
split_feature=52 376 157 48 12 3 52 49 4 16
split_gain=4.99408e-05 0.000118837 8.40087e-05 8.44699e-05 8.78648e-05 0.000136963 9.52964e-05 0.00016358 0.000103579 4.98763e-05
threshold=-0.28430999999999995 0.048375000000000008 -0.08107499999999998 -0.032929999999999994 0.09857500000000001 0.14121000000000003 0.070205000000000017 -0.045154999999999994 0.04735000000000001 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -8
right_child=1 -3 3 4 -6 -7 9 8 -10 -11
leaf_value=-0.0029352225304971726 0.0035991113891720846 0.0043382327698552265 0.0029234823130187093 0.001255812180357951 -0.0036554128381106475 0.0038753697095365359 -0.00085622667454020372 -0.0076301243624992505 -0.0022067282165368174 0.0031512053155820299
leaf_weight=0.0010444728334477972 0.001009856263314418 0.0012022385879089355 0.001184741816003477 0.0015692550265950416 0.0018878562549186706 0.0012384551220186238 0.0012025755359613942 0.0010928128578518645 0.0017380856049324924 0.0011649657700080057
leaf_count=344 239 163 139 129 365 135 667 569 261 110
internal_value=0 0.000199431 -0.000212182 -0.000559591 -0.000976667 -0.000345016 -0.00111733 -0.0023188 -0.00430032 0.00111566
internal_weight=0 0.0132908 0.0120886 0.0110787 0.00989401 0.00800615 0.00676769 0.00440015 0.0028309 0.00236754
internal_count=3121 2777 2614 2375 2236 1871 1736 959 830 777
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=10
num_cat=0
split_feature=2 4 0 40 47 16 3 150 0
split_gain=4.67446e-05 6.37411e-05 7.29108e-05 0.000162876 0.000102092 0.000205746 0.00011767 0.000196967 7.88804e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.18019500000000002 -0.067184999999999981 0.11312500000000002 0.22339500000000004 0.10732000000000001 0.086845000000000019 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0022013224120390395 -0.0067254161041766175 0.0022883687331837492 0.0030143139532486166 0.0027916167676798123 0.0032012065359736798 -0.0072996985937400791 0.0035085632949834033 -0.0068677707678107746 -0.0016652287202295511
leaf_weight=0.0018284160017846282 0.001057302500923109 0.0017465701292397754 0.0010170088113152795 0.0016279600462157694 0.0013870041578723982 0.0010614465140398243 0.0014714992313261677 0.001099088998910154 0.0019464334296397327
leaf_count=199 124 259 25 186 116 352 81 163 1616
internal_value=0 -0.000357541 -0.000790742 -0.00119172 -0.00051088 -0.00122534 -0.000176088 -0.00133624 0.000364645
internal_weight=0 0.0124143 0.0106677 0.00965073 0.00859343 0.00720643 0.00614498 0.00467348 0.00357439
internal_count=3121 2922 2663 2638 2514 2398 2046 1965 1802
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=14
num_cat=0
split_feature=133 14 133 3 157 43 11 457 1 3 2 16 15
split_gain=0.000380436 0.000343451 0.000274644 0.000217957 0.000237949 0.000218926 0.000215196 0.000211368 0.000148025 0.00017735 0.00027909 0.000128835 0.0001176
threshold=0.10622000000000002 0.076175000000000007 0.083950000000000011 -0.12018999999999998 -0.077234999999999984 0.084740000000000024 0.087830000000000005 -0.0029299999999999994 0.077565000000000009 0.097915000000000016 0.089885000000000007 -0.071854999999999988 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 -9 10 12 -11 -10
right_child=-2 -3 -4 4 7 -7 -8 8 9 11 -12 -13 -14
leaf_value=0.00098967645008182954 -0.0010363037901201585 -0.00090571980512764102 0.00074689275866390381 0.00065799439485350077 -0.00093699960209589787 -0.00029609426819906642 -2.0394808930070814e-06 -0.00054425883287400722 -0.00034034605985687857 4.1501125116547705e-05 0.00093948814096529937 -0.0006314027857544824 0.00034051940628058937
leaf_weight=0.001823487694663002 0.0010573824270057519 0.0011012175543038119 0.0017704763208740383 0.0011482694559231356 0.0010028647087327045 0.0010634034162251282 0.0010425478884030781 0.0018196156350960314 0.0017277653730776096 0.0017639341681347231 0.0012398791013817686 0.0016879496646323711 0.0013858948964760309
leaf_count=124 435 87 573 176 96 37 85 764 159 146 101 83 255
internal_value=0 3.7375e-05 9.6802e-05 2.3518e-05 -9.49633e-05 0.000378596 0.00062893 -0.000176315 -9.70568e-05 7.19587e-06 0.000240893 -0.000287545 -3.72918e-05
internal_weight=0 0.0185773 0.0174761 0.0157056 0.0117762 0.00392944 0.00286604 0.0106279 0.00962504 0.00780542 0.00435354 0.00345188 0.00311366
internal_count=3121 2686 2599 2026 1780 246 209 1604 1508 744 515 229 414
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=11
num_cat=0
split_feature=484 15 43 42 3 4 15 52 2 3
split_gain=4.92592e-05 7.60334e-05 9.18606e-05 0.000120804 0.000286843 0.000114279 0.000104179 0.000122408 0.000162561 4.69549e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.072864999999999985 -0.094469999999999985 -0.075944999999999985 -0.070499999999999993 -0.10203999999999998 -0.085984999999999992 0.10097500000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 -8 9 -9
right_child=1 2 6 4 -6 -7 7 8 -10 -11
leaf_value=-0.003590753375546255 0.0037998657469178881 -0.0034026329256794359 -0.0061986470803171096 0.0031729839428243632 0.01031664858846708 -0.004242472156380875 -0.0058816676621544972 0.00017481302114680721 -0.0032348099025985692 0.0044811503999585799
leaf_weight=0.0010230526265009284 0.0015063688375960066 0.0010267771272920341 0.001085751180727618 0.0013327306209764966 0.0010902127980449497 0.0010534761427848163 0.0010139500965424342 0.0011224382046911606 0.0019899452310558879 0.0019839044415097401
leaf_count=515 232 133 164 170 204 396 265 763 199 80
internal_value=0 0.000241745 -0.000216393 0.00166837 0.00316611 -0.000100834 -0.00139586 -0.000542437 0.000519848 0.00292511
internal_weight=0 0.0132056 0.0116992 0.0045032 0.00347642 0.00238621 0.00719599 0.00611024 0.00509629 0.00310634
internal_count=3121 2606 2374 903 770 566 1471 1307 1042 843
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=11
num_cat=0
split_feature=43 3 3 2 0 0 42 4 16 12
split_gain=4.42284e-05 9.99975e-05 8.0034e-05 0.000108315 0.00010912 0.000145112 0.000113488 9.41441e-05 0.000124774 5.04207e-05
threshold=0.16180500000000003 0.16158000000000003 0.048265000000000009 0.10882500000000002 0.14486500000000005 -0.060129999999999996 0.084050000000000014 -0.031404999999999995 -0.070454999999999976 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 -9 -7
right_child=-2 -3 7 -5 -6 9 -8 8 -10 -11
leaf_value=0.00083772187398942991 -0.0032172592104684514 0.0050261447535854629 -0.0059570634182101517 0.0046647958815961054 -0.0048664512659512089 0.0060067008029784435 -0.0056047349238020462 -0.0030523507867203851 0.0033022090320058268 0.0013186801162266063
leaf_weight=0.001872646419557556 0.0010146032389053332 0.0010044717207915868 0.001081834485570865 0.0014665789321963866 0.0010202742594328518 0.0012112821807467233 0.0010860830265546366 0.0019796022728346685 0.0012785349513979583 0.0011010305927934283
leaf_count=823 218 147 114 394 43 128 1014 109 57 74
internal_value=0 0.000218973 -0.000180161 0.000784419 -0.000120142 0.000798564 -0.00152716 -0.00190439 -0.00055874 0.00377445
internal_weight=0 0.0131023 0.0120979 0.0077579 0.00629132 0.00527104 0.00295873 0.00433997 0.00325814 0.00231231
internal_count=3121 2903 2756 2476 2082 2039 1837 280 166 202
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=11
num_cat=0
split_feature=133 0 1 3 51 2 15 4 48 3
split_gain=4.59251e-05 6.02422e-05 0.000132492 9.45007e-05 0.000131709 9.86943e-05 9.8762e-05 0.000195691 8.26727e-05 1.58921e-05
threshold=0.099660000000000012 0.051010000000000007 0.077565000000000009 0.076840000000000006 -0.076794999999999988 0.082850000000000021 -0.11713499999999999 0.071150000000000005 0.086035000000000014 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -8 -6 -10
right_child=-2 -3 3 4 8 -7 7 -9 9 -11
leaf_value=-0.0039988947074217742 -0.0029522426756874495 0.0026184374456433052 -0.0034197986823721422 -0.0057043682272882148 0.0028805464197173311 0.0047943530498257246 -0.0022745131788039843 0.0064825948739397673 -0.0029611730397913344 -0.0003535473019162457
leaf_weight=0.0016709443729443071 0.0010618312784918494 0.0019102179039647551 0.0010012142102754718 0.0010106482839016273 0.00151285424166199 0.0016608950596386967 0.001087726695388605 0.0011025358808876007 0.001000947887830228 0.0010050032116859509
leaf_count=1245 483 194 81 89 145 269 435 47 53 80
internal_value=0 0.000216424 -0.000198708 0.000478121 -0.00104352 0.0018985 0.000391447 0.00213365 0.000295143 -0.00165472
internal_weight=0 0.012963 0.0110528 0.00938183 0.00452945 0.00485237 0.00319148 0.00219026 0.00351881 0.00200595
internal_count=3121 2638 2444 1199 367 832 563 482 278 133
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=11
num_cat=0
split_feature=41 150 3 0 16 1 12 2 150 4
split_gain=5.08718e-05 7.10843e-05 9.17045e-05 0.000119816 9.22035e-05 0.00012213 0.000114955 0.00011285 9.34489e-05 0.000268193
threshold=0.07831500000000001 0.11456000000000001 -0.12018999999999998 0.10455500000000001 -0.27167499999999994 0.11323000000000001 0.051320000000000005 0.084055000000000005 0.081835000000000019 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -6 9 -9
right_child=-2 -3 4 -5 5 6 -8 8 -10 -11
leaf_value=0.0061730816697809455 -0.0029690577362680303 -0.002730652604971837 -0.0030373437989259173 -0.00026185756188238101 0.0025722510089354641 0.0056622889258785775 -0.00030238808286741801 0.00059626285790582024 0.0015308688768370094 -0.0083146292719141063
leaf_weight=0.0011544168837601685 0.0010318272339591159 0.0013915567957527722 0.0016052918761657025 0.0010552447676737131 0.0015056358875372598 0.0014317407375870617 0.0010800335057972732 0.0014645783573466022 0.0010656741886629437 0.001147934738225144
leaf_count=137 151 115 267 95 608 146 92 422 138 950
internal_value=0 0.000216054 0.000572293 0.00310002 -2.82317e-05 0.000599465 0.00309755 -0.000610958 -0.00191398 -0.00331917
internal_weight=0 0.0129021 0.0115106 0.00220966 0.00930089 0.0076956 0.00251177 0.00518382 0.00367819 0.00261251
internal_count=3121 2970 2855 232 2623 2356 238 2118 1510 1372
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=11
num_cat=0
split_feature=131 14 49 2 51 3 47 15 49 0
split_gain=4.63685e-05 5.50219e-05 9.19417e-05 0.000138318 0.00011078 0.000114222 0.000138708 0.000177113 0.000110278 0.00012471
threshold=0.088610000000000008 -0.10708499999999999 0.0093850000000000027 0.11510000000000002 0.08955500000000001 -0.13309499999999996 0.092710000000000015 -0.095244999999999982 -0.006494999999999999 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9 -10
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.0029998183615386098 -0.0031210494742431264 -0.0034304788797792332 0.0039157806567075796 0.0053483282578486568 -0.0054900888436559886 0.008022978423771001 -0.003651322749246851 -0.0033522419600774405 0.0054260702131050404 -0.0013398414846446042
leaf_weight=0.001151728001338303 0.0010749843353425612 0.0018195327741792385 0.0016882256051469107 0.0010421915392688193 0.0010078949478333913 0.0010004943097210181 0.0012278852607894523 0.0011484472309003981 0.0014767481550034944 0.0011877430545538864
leaf_count=117 443 177 562 215 194 85 102 285 866 75
internal_value=0 0.00024074 0.000562508 -8.68752e-06 -0.000638206 -1.61116e-05 0.00101223 0.00220188 0.000674461 0.00241005
internal_weight=0 0.0127509 0.0115992 0.00991094 0.00886875 0.00786085 0.00604132 0.00481343 0.00381294 0.00266449
internal_count=3121 2678 2561 1999 1784 1590 1413 1311 1226 941
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=10
num_cat=0
split_feature=48 0 51 4 42 0 49 15 12
split_gain=5.0495e-05 9.9759e-05 0.000103295 0.000128979 6.1906e-05 0.000117008 9.14805e-05 7.39271e-05 0.000129491
threshold=0.12879500000000002 -0.23091999999999999 0.087505000000000013 0.36766000000000004 0.084050000000000014 -0.060129999999999996 -0.0020949999999999996 -0.036009999999999993 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8 -9
right_child=-2 2 -4 -5 5 -7 7 8 -10
leaf_value=0.0043617175446019523 -0.0029276662641845343 -0.002608512894411046 -0.0036710333263024193 0.0038715774179377362 -0.0058048466748865041 0.00054099245704538842 -0.0015125587505010769 0.0052021808369664153 -9.7247306911926902e-05
leaf_weight=0.0010212011085899428 0.001048034757421064 0.0015126946728978418 0.0013885002506792464 0.0016533522163442406 0.0010061421300879485 0.0012308643828510056 0.0013178314049294509 0.0016135905353664645 0.0019284540857516341
leaf_count=79 90 246 368 258 959 116 287 115 603
internal_value=0 0.000224965 -0.000137605 0.000340443 -0.000337664 -0.00231319 0.000355817 0.0012785 0.00231693
internal_weight=0 0.0126726 0.0116514 0.0102629 0.00860958 0.00223701 0.00637257 0.00485988 0.00354204
internal_count=3121 3031 2952 2584 2326 1075 1251 1005 718
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=10
num_cat=0
split_feature=1 3 3 42 16 52 3 3 15
split_gain=4.34128e-05 7.29402e-05 0.000159034 9.18879e-05 6.67361e-05 7.74217e-05 7.44976e-05 7.29088e-05 6.17149e-05
threshold=0.094385000000000011 0.083060000000000009 -0.077774999999999983 1.0000000180025095e-35 0.19444000000000003 0.089325000000000015 -0.10831999999999999 0.086245000000000016 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 -3
right_child=1 8 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0029494192329553243 0.0025357945066810544 0.001250429393434858 0.0061126381427749656 -0.0041756522361444262 0.0022054518863935755 -0.0060049778636858207 -0.0054104213412141779 0.00035633474793675255 -0.0035305748183850922
leaf_weight=0.001077662254575 0.0012984995352564033 0.0016160281128624124 0.0018533312424969346 0.0011184732138066478 0.0014067834783254071 0.0011160308753346958 0.0012459307234004057 0.0013406708331453743 0.0015658902585172219
leaf_count=131 158 161 376 119 254 570 1171 52 129
internal_value=0 0.000864622 0.00233031 -0.00056998 -0.00108031 -0.00204727 -0.000841862 -0.00242143 -0.00110241
internal_weight=0 0.00745222 0.0042703 0.00241697 0.00618708 0.00478029 0.00366426 0.0025866 0.00318192
internal_count=3121 943 653 277 2178 1924 1354 1223 290
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=15
num_cat=0
split_feature=14 484 48 0 15 15 0 52 15 13 13 457 4 4
split_gain=0.000247354 0.000160164 0.000151934 0.000212511 0.000248207 0.000251039 0.000199709 0.000223227 0.000238929 0.000234569 0.000272177 0.000161305 0.0002554 0.000125618
threshold=0.076175000000000007 -0.0068949999999999992 0.12737000000000001 -0.10607499999999999 -0.08730499999999998 0.035560000000000008 -0.084044999999999995 0.11434500000000002 -0.053579999999999996 -0.084034999999999985 0.11596500000000001 0.045365000000000009 0.24564500000000003 -0.14098499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -6 -5 8 -8 -10 13 12 -3 -11
right_child=-2 2 -4 6 5 -7 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00053778974787220654 -0.00080377924094176775 -0.00076199801080711438 -0.00047168875140333766 -0.00056801910209505573 0.0013088953488072051 0.00019647773713341425 0.00088265396417520805 -0.00060325519685551856 0.00059157453477198471 -0.00013499033371743406 0.00029242476511718332 0.00068034629414835321 0.00027932534094865801 -0.0009299681190878974
leaf_weight=0.0012762115402262337 0.0010417017965630429 0.0010323219330009986 0.0013082634566178785 0.0016222235130570273 0.0012461021516031413 0.0010442811065694002 0.0011565712760348698 0.0011657962729384255 0.0016205857925726212 0.0010460000718273401 0.0019932208936932483 0.0010136527771714698 0.001827175949676324 0.0011899609004823591
leaf_count=480 101 79 75 697 102 42 281 230 94 156 71 50 119 544
internal_value=0 3.43008e-05 7.65863e-05 0.000121535 0.000364982 0.000801698 -3.16647e-05 7.48052e-05 0.000187629 5.02138e-05 -0.000157231 0.000106731 -9.66081e-05 -0.000558071
internal_weight=0 0.0185424 0.0172662 0.0159579 0.00616353 0.00229038 0.00979436 0.00817214 0.00700634 0.00584977 0.00422918 0.00387315 0.0028595 0.00223596
internal_count=3121 3020 2540 2465 392 144 2073 1376 1146 865 771 248 198 700
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=12
num_cat=0
split_feature=52 376 52 48 12 0 151 12 2 16 0
split_gain=4.15147e-05 0.000102338 7.46053e-05 9.08995e-05 0.000117456 9.6331e-05 8.07433e-05 0.000106251 0.000122829 0.000104741 3.1184e-05
threshold=-0.26636999999999994 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.064339999999999994 -0.0083949999999999979 0.088105000000000003 0.10527500000000002 -0.076354999999999992 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 -8 -10
right_child=1 -3 3 4 5 -7 7 -9 10 -11 -12
leaf_value=-0.0030601331842823676 0.0026921049865348272 0.0047955041015082366 0.0032217755890162226 -0.0039511737351500898 -0.0012290794732199072 -0.008165413304333867 0.00029966992501347269 0.0051387539872072962 0.00023107346889157085 -0.0068814783184776374 0.0041219144715318509
leaf_weight=0.0010405743400275095 0.0018632792740790683 0.001126538862192804 0.0012461695676211368 0.0012360622593855551 0.0010041650993141728 0.0010092659699291878 0.0010094736712692282 0.001021811370582857 0.0010520502479271776 0.001033285401707275 0.0010198936182666584
leaf_count=354 346 163 111 221 337 135 473 553 38 250 140
internal_value=0 0.000234829 -0.000212111 -0.000773912 -0.00136768 -0.00470603 -0.000312914 0.000562605 -0.000573798 -0.00333276 0.0021463
internal_weight=0 0.012622 0.0114955 0.00963218 0.00838601 0.00201343 0.00637258 0.00513651 0.0041147 0.00204276 0.00207194
internal_count=3121 2767 2604 2258 2147 472 1675 1454 901 723 178
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=15
num_cat=0
split_feature=14 484 15 457 0 15 48 2 2 0 52 1 0 3
split_gain=0.000256838 0.000129464 0.000160694 0.000134303 0.000194363 0.000308521 0.000409122 0.000165286 0.00028733 0.000247086 0.000152232 0.000141229 0.000125574 2.44473e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 0.10731 0.10097500000000002 -0.08824499999999999 0.083680000000000018 0.089770000000000016 -0.019414999999999998 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 11 8 9 -6 12 -7 -11 -12
right_child=-2 2 3 4 7 6 -8 -9 -10 10 13 -13 -14 -15
leaf_value=-0.00051324062130471383 -0.00085086778531848586 0.00064356787339672425 -0.00056788596087201776 -0.00046729701521076769 -0.00084732414230122863 0.00051795863710017774 -0.00018750040801945522 0.00036591046525553711 -0.001072799875128696 -0.00052176290381867078 0.00065932985173954451 0.0013444657225219288 0.00021766699214343071 0.0002749038321021095
leaf_weight=0.0012032384376010887 0.0010448646791886276 0.001395364540650759 0.0010725228759108927 0.0011103008911778761 0.0010085837555612312 0.00110694682395118 0.0013921974986201846 0.0019172716192318827 0.0010040876277806338 0.0014327616996443317 0.001000058719998153 0.001444740356336377 0.0013544252573184426 0.0010059212321510587
leaf_count=479 104 228 147 86 256 54 58 295 110 574 313 101 76 240
internal_value=0 3.78366e-05 7.86534e-05 2.55712e-05 7.17701e-05 0.000343454 0.0005717 -8.56439e-05 -0.000212851 -6.4023e-05 0.0001008 0.000985919 -0.000162439 0.000466555
internal_weight=0 0.0174484 0.0162452 0.0148498 0.0137773 0.00505419 0.00394388 0.00872311 0.00680584 0.00580175 0.00479317 0.00255169 0.00278719 0.00200598
internal_count=3121 3017 2538 2310 2163 299 213 1864 1569 1459 1203 155 650 553
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=15
num_cat=0
split_feature=14 4 13 3 12 2 49 3 52 4 3 13 1 16
split_gain=0.000239932 0.000104656 0.000135351 0.00014349 0.000224432 0.000145882 0.000281851 0.000210663 0.000134219 0.000122521 0.000109096 0.000108144 0.000100399 2.35216e-05
threshold=0.062655000000000016 -0.51843499999999987 -0.084034999999999985 -0.10023499999999998 0.051320000000000005 0.11215000000000001 -0.069799999999999987 0.0051600000000000005 -0.07167999999999998 -0.0024449999999999997 0.10732000000000001 0.10935500000000002 0.10752500000000002 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 11 5 6 -5 -8 -9 10 -3 -4 -11 -7
right_child=-2 2 3 4 -6 13 7 8 -10 12 -12 -13 -14 -15
leaf_value=-0.00046741070003062242 -0.00082616812438631414 0.00027631625986156751 -1.1680393490612381e-06 -0.00063947622847048953 -0.00084002326150010788 -0.00021642853128012282 -0.00025266867845603511 0.00024999758858213199 0.001100292232801596 -0.00032238746907945994 0.0010607887687017906 0.00064160273248932106 0.00039899872106329459 -0.00058919975162499553
leaf_weight=0.0011051490462172736 0.0010058474813898202 0.0011602116077425312 0.0017532071773136435 0.0010106551881600701 0.001201704519300904 0.0010379192493094359 0.0010002535306269456 0.0010475382117696164 0.0012160974200394747 0.0010877477052608296 0.0010011664046767343 0.0014495800635363487 0.0012650488161916765 0.001014918471862622
leaf_count=65 104 455 178 82 1301 83 126 58 70 201 51 117 161 69
internal_value=0 4.99641e-05 8.74674e-05 -1.89302e-05 -0.000150239 -1.92344e-05 0.000163976 0.000412763 0.000706803 0.000340414 0.00063969 0.00028975 6.54866e-05 -0.000400726
internal_weight=0 0.0163512 0.015246 0.0107319 0.00752909 0.00632738 0.00427454 0.00326389 0.00226364 0.00451417 0.00216138 0.00320279 0.0023528 0.00205284
internal_count=3121 3017 2952 2084 1789 488 336 254 128 868 506 295 362 152
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=12
num_cat=0
split_feature=484 15 43 42 3 15 16 48 16 1 52
split_gain=5.00992e-05 6.29045e-05 7.37429e-05 0.00010828 0.000244252 9.01799e-05 0.000124829 0.000125034 0.000105374 8.39261e-05 4.61648e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.072864999999999985 -0.094469999999999985 -0.077774999999999983 -0.10203999999999998 0.22339500000000004 0.086910000000000015 -0.0092699999999999987 0.086455000000000018 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 -4 7 8 9 -7 -5
right_child=1 2 5 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0035013093601239105 0.0034490993147158408 -0.0031137462161681074 -0.0055519171619324284 -0.0025457156644156909 0.008918491741192346 -0.002831335799201772 -0.0053255433588937345 -0.003178617471832249 0.0068016774242834269 0.0033621285734422661 0.0022045074950230417
leaf_weight=0.001000663739245111 0.0014328308656790948 0.0010130106966913487 0.0010476237917828044 0.0011312011045854081 0.0011574664657348572 0.0010475056937509861 0.0010974580910666819 0.0014875002145932122 0.0010163422784249488 0.0012613703816020672 0.001015513727599799
leaf_count=515 232 133 164 356 232 596 202 116 145 248 182
internal_value=0 0.000257194 -0.000148435 0.001512 0.00293018 -0.0011787 -0.00040352 0.000718863 0.00246236 0.000552238 -0.0002986
internal_weight=0 0.0127078 0.011275 0.00431719 0.00330418 0.0069578 0.00591018 0.00481272 0.00332522 0.00230888 0.00214671
internal_count=3121 2606 2374 903 770 1471 1307 1105 989 844 538
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=10
num_cat=0
split_feature=475 42 43 42 16 2 151 2 0
split_gain=4.50037e-05 7.87665e-05 0.000121825 0.000122147 0.000104144 8.47426e-05 0.000129029 0.000144869 6.02273e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.092860000000000012 0.22339500000000004 0.089885000000000007 -0.0083949999999999979 0.11263500000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 -7 -8 -4
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0026881791390499696 -0.0028041695943310341 0.0068490602040440964 0.0005616859699086287 4.9999073298892265e-05 -0.0048208255727218386 -0.0028238878111957119 0.0066912542799817277 7.6199351086625707e-05 -0.0046460207365377768
leaf_weight=0.0014175137842263362 0.0017615708545947227 0.0014514209707628093 0.001145022542953498 0.0012248918721614352 0.0010533732251566995 0.0011300151301278927 0.0016611502465360296 0.0016680460964686511 0.0010895568856780858
leaf_count=501 809 481 107 181 126 96 212 173 435
internal_value=0 0.0002968 0.000820865 0.00373727 -0.000186629 0.000542635 0.00180553 0.00337688 -0.00197754
internal_weight=0 0.012185 0.0104235 0.00267631 0.00774716 0.00669379 0.00445921 0.0033292 0.00223458
internal_count=3121 2620 1811 662 1149 1023 481 385 542
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=10
num_cat=0
split_feature=4 2 52 2 52 52 150 1 3
split_gain=4.68854e-05 0.000119938 7.99627e-05 9.73422e-05 0.000105365 7.77658e-05 6.51777e-05 0.000190895 7.05908e-05
threshold=0.0061450000000000003 0.10855000000000002 -0.088204999999999992 0.086950000000000013 0.089325000000000015 -0.049749999999999996 0.081835000000000019 0.10752500000000002 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 7 -7 -9
right_child=5 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.0062262808251234425 0.0035859338935192143 0.0027137472092073978 0.0020549363330435708 0.00029025136419498027 -0.0063611021985244785 -0.005510772957018106 0.0028145072335002226 0.004849674710432011 -0.00087046382320843949
leaf_weight=0.0010031593309444203 0.0019405192016519355 0.0016462167876907102 0.0014429687052501016 0.0011552829900078228 0.0012429180005488752 0.0015381074756744316 0.001367929275000207 0.0010118649930393256 0.0011689694381284291
leaf_count=434 218 269 884 334 313 309 117 110 133
internal_value=0 -0.000983636 -0.00224009 -0.00119906 -0.00315695 0.000885411 -0.000144773 -0.00123328 0.00178357
internal_weight=0 0.00649055 0.00484433 0.00384117 0.0023982 0.00702739 0.00508687 0.00371894 0.00218083
internal_count=3121 2234 1965 1531 647 887 669 552 243
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=11
num_cat=0
split_feature=131 13 16 4 2 157 4 0 4 16
split_gain=4.71499e-05 5.73169e-05 7.80869e-05 0.000143335 7.7203e-05 7.54245e-05 0.000116305 0.000186096 0.000114246 0.000156683
threshold=0.088610000000000008 -0.15078499999999997 0.23311500000000004 -0.35136499999999998 0.10774000000000002 -0.063304999999999986 0.40945500000000007 -0.062294999999999996 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 7 8 -7 -10
right_child=-2 2 -4 5 -6 6 -8 -9 9 -11
leaf_value=-0.00030519274247702645 -0.0033840554705979724 -0.0063022787510538083 0.0034127702878062123 0.0038391640746122894 0.0059715687173193177 -0.0046338116481477315 -0.0045707115996963029 0.0066073421016527717 -0.0025976071984613858 0.0059614163290982267
leaf_weight=0.0011027667000687415 0.0010410347645602629 0.0011278441163063467 0.0013781816663989187 0.0011762099825995383 0.0010325472841253569 0.001536506074003506 0.001596645750815767 0.0010795136627527119 0.0013316145699773709 0.0010339434065208737
leaf_count=76 443 82 336 283 115 1194 159 128 194 111
internal_value=0 0.00027108 -0.000240644 -0.000807511 0.00272998 -8.32457e-06 -0.000696269 0.000545528 -0.00113148 0.00114339
internal_weight=0 0.0123958 0.0102605 0.00888228 0.00213531 0.00775443 0.00657822 0.00498158 0.00390206 0.00236556
internal_count=3121 2678 2487 2151 191 2069 1786 1627 1499 305
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 13 48 50 0 12 52 1 16 4
split_gain=0.000388925 0.000139303 0.000269123 0.000191231 0.000187842 0.000184718 0.000192681 0.000197182 0.000135575 0.000230604 0.00023664 0.000119791 0.000109465 8.79996e-05
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.081240000000000021 -1.0000000180025095e-35 0.10935500000000002 0.12879500000000002 0.083090000000000011 -0.10151999999999999 0.097825000000000009 0.083680000000000018 0.094385000000000011 -0.40995499999999996 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 11 10 -10 13 -13 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00058864510541099271 -0.0010909817463527092 0.00071140145009999229 -0.00086048580606839272 0.00083658036899104753 0.00045425962097850813 0.00078686455548355398 -0.00069335063652685284 -0.00061763200640299891 -0.00070045901225127341 0.00066162860091953976 0.0003857386920210075 0.00026101184898068855 0.00096542261377113544 -0.00028574584117592699
leaf_weight=0.0014501211700591434 0.0010158979267228521 0.0010216274867752553 0.001059916606208979 0.0010318196631495498 0.0010041957366908648 0.0011653467342876986 0.0010932093347366676 0.0010972651007590409 0.0018817893933871675 0.0010760555249809123 0.0010121568716372591 0.001372832840709326 0.0015314381878277217 0.0011103923487275347
leaf_count=594 101 71 455 194 47 64 53 293 664 91 227 95 93 79
internal_value=0 6.30211e-05 2.13252e-05 8.43636e-05 2.80995e-05 0.000100548 2.90056e-05 0.0001073 0.000195792 -5.43423e-05 -0.000320562 0.000393652 0.000632452 6.5675e-05
internal_weight=0 0.0169082 0.0158865 0.0148266 0.0137948 0.0123447 0.0111793 0.0100861 0.00898886 0.00397 0.00289395 0.00501886 0.00290427 0.00211459
internal_count=3121 3020 2949 2494 2300 1706 1642 1589 1296 982 891 314 188 126
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=11
num_cat=0
split_feature=475 42 43 0 16 16 43 0 15 150
split_gain=4.4574e-05 6.89775e-05 0.000111338 0.000119751 9.26118e-05 8.31059e-05 7.62158e-05 0.000109476 6.43192e-05 5.57951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.22339500000000004 -0.0073349999999999986 0.084740000000000024 -0.15599999999999997 -0.10203999999999998 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 -4
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0026294349752820898 -0.0025619592815741116 0.00044672148747025044 -0.0042552982011796617 0.0071016029903743297 -0.0045139186938325119 0.0044437170321201692 -0.0037544264363082698 0.0005558708422440735 0.0060208073509143475 0.00064054409736086899
leaf_weight=0.0014055270269924943 0.0017437144333113446 0.0014043167997625462 0.0010702122119506966 0.0012218787048197685 0.0010255100015662275 0.0010832974199641975 0.0011874660122944448 0.0010513489605703994 0.0010304659264434583 0.001185622797088115
leaf_count=501 809 535 90 127 126 156 124 106 490 57
internal_value=0 0.000296395 0.000782174 0.00354301 -0.000167598 0.000506874 -0.000265014 0.000690241 0.00326093 -0.00168214
internal_weight=0 0.0120038 0.0102601 0.0026262 0.00763392 0.00660841 0.00552512 0.00433765 0.00208181 0.00225584
internal_count=3121 2620 1811 662 1149 1023 867 743 596 147
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=10
num_cat=0
split_feature=4 15 151 12 51 4 2 12 16
split_gain=5.06799e-05 0.000111435 9.31806e-05 8.73014e-05 5.92326e-05 9.78966e-05 9.11437e-05 4.69385e-05 2.61445e-05
threshold=0.181285 0.084050000000000014 -0.00099499999999999979 0.098330000000000015 -0.031924999999999995 -0.0016099999999999997 0.10097500000000002 0.095175000000000023 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 8 -4 -6
right_child=2 -3 7 -5 5 -7 -8 -9 -10
leaf_value=-0.0016865162276821922 -0.0022408635313053479 -0.0049048077949227983 0.0044146764516817885 -0.0038655894323386892 0.0058260394134756911 -0.0012433665185349666 -0.00047586127652891874 0.00089556476816018775 0.0027685493171707961
leaf_weight=0.0018041792009062564 0.0010858553404629046 0.0010497240795449307 0.0014331444566665153 0.0010294851661661972 0.0011741929993046298 0.0019577169189580507 0.0011670465886058218 0.0015792504815658193 0.0010502745799228646
leaf_count=449 105 1037 277 244 212 310 140 81 266
internal_value=0 -0.000586174 0.00129517 -3.21677e-05 0.00051952 0.00126357 0.00271067 0.00256978 0.00438246
internal_weight=0 0.00923262 0.00409825 0.0081829 0.00715341 0.00534923 0.00339151 0.00301239 0.00222447
internal_count=3121 2658 463 1621 1377 928 618 358 478
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 13 48 0 12 3 0 42 49 4
split_gain=0.000290599 0.000159921 0.000246455 0.000194969 0.00016108 0.000190577 0.000119829 0.000148127 0.000204427 0.000149425 0.000159842 0.000114605 9.6137e-05 8.10983e-05
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 0.080640000000000017 -1.0000000180025095e-35 0.10935500000000002 0.12879500000000002 -0.10151999999999999 0.090455000000000021 0.013900000000000001 -0.23091999999999999 1.0000000180025095e-35 -0.00064499999999999985 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 13 -6 -11 -10 -12 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 11 10 12 -13 -14 -15
leaf_value=-0.00055964124598534444 -0.00091605498001821667 0.00072951362438899894 -0.00084116036385236109 0.00081621935691245345 0.00076015248535152334 0.00076492227962921954 -0.00058307823451664601 -0.00021930483641019609 0.0006373338360407101 0.00060020250121432827 -0.00058020670766125836 -0.00015904891348644275 0.00012303649791118202 -0.00090019968070896822
leaf_weight=0.0014207520120722633 0.0010504697671297461 0.0010171816282489995 0.0010197347361648951 0.0010063184174388369 0.0014046860590704903 0.0011357223179676848 0.0010077021823788898 0.0010996249322487877 0.0010262475055027309 0.0012487211059468706 0.0010709116074628655 0.0012817456960611193 0.0014342072682409779 0.0011072354947689162
leaf_count=594 101 71 455 197 137 64 53 154 79 71 71 269 70 735
internal_value=0 4.76887e-05 2.25121e-06 6.2632e-05 5.3443e-06 7.32734e-05 -2.69864e-07 6.04429e-05 -0.000174465 0.000266039 8.11423e-05 0.000195062 -0.000177592 -0.000560926
internal_weight=0 0.0162808 0.0152636 0.0142439 0.0132376 0.0118168 0.0106811 0.00967338 0.00451485 0.00515853 0.00375384 0.00230799 0.00250512 0.00220686
internal_count=3121 3020 2949 2494 2297 1703 1639 1586 1237 349 212 348 141 889
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=16
num_cat=0
split_feature=14 124 123 4 47 131 14 49 0 3 16 49 1 43 0
split_gain=0.000365296 0.000140312 0.000240093 0.000217597 0.000167412 0.000194343 0.000170465 0.000215416 0.000191771 0.000259335 0.000241831 0.000130659 0.00012706 7.82182e-05 9.23543e-05
threshold=0.076175000000000007 0.08919500000000001 0.083430000000000018 -0.49405499999999997 0.11893500000000001 0.084390000000000007 -0.10708499999999999 0.10247500000000002 -0.10607499999999999 -0.077564999999999981 -0.070454999999999976 -0.066894999999999982 0.096125000000000016 0.084740000000000024 -0.060129999999999996
decision_type=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 -11 13 14 -10
right_child=-2 -3 -4 4 -6 -7 7 -9 12 10 -12 -13 -14 -15 -16
leaf_value=-0.00084884446920562777 -0.0010046728300345657 0.00070059862946164912 0.00083121655115321656 -0.00044513805390988321 -0.00061082441299016566 -0.00060841469112377165 0.0011798913933947391 0.001013644192003762 -9.3855749476018859e-05 -0.00061754903316680492 0.00090740612847071977 0.00021954056370980825 -0.00058324475255734447 -0.00034779919623277193 0.00062079826323113013
leaf_weight=0.0010303833887710346 0.0011379604111221289 0.0010375952767365517 0.0011001500771201404 0.0014085573567852493 0.0012847757373716786 0.0012373706511915475 0.001080364929482186 0.0010277204545235457 0.0012253460460421237 0.0010684182678515342 0.0010228280026680654 0.0014318718503000261 0.0013592855250089998 0.0010185847058778799 0.0011504834376964701
leaf_count=139 101 60 214 92 93 401 67 218 1145 41 52 86 174 160 78
internal_value=0 5.45329e-05 1.37723e-05 -4.483e-05 1.30399e-05 7.45498e-05 0.000146207 0.000226414 0.00013995 0.000403474 0.000165386 -0.000138163 -0.000115246 7.21625e-05 0.000252212
internal_weight=0 0.0174837 0.0164461 0.015346 0.0143156 0.0130308 0.0117935 0.0103849 0.00935718 0.00460348 0.00352312 0.00250029 0.0047537 0.00339441 0.00237583
internal_count=3121 3020 2960 2746 2607 2514 2113 2021 1803 246 179 127 1557 1383 1223
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=15
num_cat=0
split_feature=14 133 133 484 475 13 15 0 13 4 4 42 4 52
split_gain=0.000454986 0.000402018 0.000331646 0.000209642 0.000229825 0.000192856 0.00040162 0.000310347 0.000269222 0.000230444 0.000199267 0.000189064 0.000168313 0.000116434
threshold=0.076175000000000007 0.10622000000000002 0.083950000000000011 -0.0068949999999999992 -0.051009999999999993 0.11217000000000001 -0.03241999999999999 -0.11013499999999998 -0.092534999999999992 -0.0016099999999999997 0.25615500000000008 -0.12995999999999999 0.41257000000000005 -0.068719999999999989
decision_type=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 -6 13 -7 -12 -11
right_child=-2 -3 -4 4 5 11 7 8 -10 10 12 -13 -14 -15
leaf_value=-0.00066878995672103566 -0.0010799346943749296 -0.0010185327935019635 0.00080688382473709035 0.00077836429142979743 0.0007812189700236535 -0.00019364739855796094 0.00017786642390954741 -0.00019607362158337522 -0.00135949009950089 4.2756706835656461e-06 0.00078897338287860111 0.00073505803671836416 -6.6161608425796472e-05 -0.00072631905650630355
leaf_weight=0.0011991774068132377 0.0011410371690798718 0.0010067556574962005 0.0018664430927570882 0.0013309733565970401 0.0014323015124948265 0.0010143911656791404 0.0012016136600319347 0.001000057467699155 0.0015185879040359855 0.001378738143714761 0.0012693678927551133 0.0019266927337707193 0.0015495192797590519 0.0012707793199793625
leaf_count=258 101 421 573 211 159 33 54 92 682 78 83 97 134 145
internal_value=0 5.21123e-05 0.000112132 3.1552e-05 8.79431e-05 2.01855e-05 -8.90729e-05 -0.000550194 -0.000897542 0.000159523 -3.31311e-06 0.000414744 0.000318913 -0.000346137
internal_weight=0 0.0189654 0.0179586 0.0160922 0.014893 0.013562 0.010621 0.00372026 0.00251865 0.00690071 0.0054684 0.00294108 0.00281889 0.00264952
internal_count=3121 3020 2599 2026 1768 1557 1427 828 774 599 440 130 217 223
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=16
num_cat=0
split_feature=14 124 123 133 484 12 3 160 160 16 4 2 0 12 1
split_gain=0.000333279 0.00017664 0.000243292 0.00028485 0.000284032 0.00024958 0.000297514 0.000167775 0.000210187 0.000185229 0.00030864 0.000244188 0.000381869 5.31287e-05 1.65698e-05
threshold=0.076175000000000007 0.08919500000000001 0.083430000000000018 0.099660000000000012 -0.0068949999999999992 -0.015429999999999998 -0.20241999999999996 0.086870000000000017 -0.091944999999999985 0.22339500000000004 -0.14098499999999997 0.10803500000000001 -0.10607499999999999 0.083310000000000009 0.08801500000000001
decision_type=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 -8 10 -10 12 13 -12 -14
right_child=-2 -3 -4 -5 5 6 7 -9 9 -11 11 -13 14 -15 -16
leaf_value=-0.00081468035608134076 -0.00087093309759702275 0.00067146217793932392 0.00072771262004160404 -0.00085411435844091291 -0.00063615324516723035 0.00093822023793092401 -0.00052672177758519487 -0.00039134420476514881 0.00098736948850696371 -0.00037273259491717983 0.0011137621100145445 -0.00031695763398312021 3.0694393020869363e-05 0.00060390125688524637 -0.00025810829495165398
leaf_weight=0.0010149867376261753 0.0011029581501225119 0.0010772752992736492 0.0011108771914652696 0.0010658363020417559 0.001194235116713867 0.0010856667083234397 0.0010842571087625102 0.0018160907023580799 0.001436665805689687 0.0011640544077694522 0.0010486141116530243 0.0019154475028646256 0.0010070890257575602 0.0010666937750434258 0.0010498355438910978
leaf_count=397 101 60 214 433 133 110 299 140 52 177 36 169 588 46 166
internal_value=0 3.97583e-05 -1.30631e-07 -5.08247e-05 6.69985e-06 6.68131e-05 0.000133049 5.76188e-05 0.000141051 0.000224385 0.000316762 0.000158502 0.000376783 0.000856653 -0.000116708
internal_weight=0 0.0181376 0.0170604 0.0159495 0.0148836 0.0138686 0.0126744 0.0115887 0.00977266 0.0086884 0.00752435 0.00608768 0.00417223 0.00211531 0.00205692
internal_count=3121 3020 2960 2746 2313 1916 1783 1673 1533 1234 1057 1005 836 82 754
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=15
num_cat=0
split_feature=14 124 47 133 42 484 133 15 4 12 3 0 48 4
split_gain=0.00026417 0.000183224 0.000259504 0.000251693 0.000213329 0.000183732 0.000156391 0.000232341 0.000157634 0.000137905 0.00016765 0.000231102 0.00025094 0.000136624
threshold=0.076175000000000007 0.08919500000000001 0.13148500000000005 0.099660000000000012 0.097315000000000026 -0.0068949999999999992 0.083950000000000011 1.0000000180025095e-35 -0.080924999999999983 -0.015429999999999998 -0.13309499999999996 -0.10151999999999999 0.086260000000000017 0.10528000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -7 -11 12 13 -12
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.00066689592719453537 -0.00089583717848386627 0.0007739161811476554 -0.00087939027150758472 -0.00080001472191535458 0.00077900954738163513 -0.00041952884616203937 0.0007434345630381111 -8.3422860330264361e-06 -0.0009754513839420547 0.00073230847254751271 0.0010995738800755979 -0.00041807113620514683 -0.00017636076448922596 0.00026048150079157804
leaf_weight=0.0010602314406589894 0.0010063829432142004 0.0010104733682683989 0.0010056367053599682 0.001023045242709267 0.0013673612347335764 0.0011087958889886606 0.0010973508504237813 0.0010740785163151911 0.0010524008124893911 0.0017588894242113202 0.0012992599431892338 0.0018274471512919636 0.0017456899879739751 0.0011570532729139882
leaf_count=382 101 60 59 442 194 147 342 360 300 149 52 393 67 73
internal_value=0 3.97241e-05 -5.02892e-06 5.14386e-05 0.000111312 4.20482e-05 0.00010406 4.04133e-05 -0.000486967 0.000166461 0.000249886 0.000109156 0.000338446 0.000704317
internal_weight=0 0.0175877 0.0165772 0.0155716 0.0145486 0.0131812 0.012121 0.0110236 0.00212648 0.00889714 0.00778834 0.00602945 0.004202 0.00245631
internal_count=3121 3020 2960 2901 2459 2265 1883 1541 660 881 734 585 192 125
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=15
num_cat=0
split_feature=14 124 133 484 47 4 4 1 1 150 0 43 43 16
split_gain=0.000341872 0.000175918 0.000237583 0.00017177 0.000160659 0.000172495 0.000325608 0.00022631 0.000174207 0.000131062 0.000213605 0.000148703 0.000227024 8.9901e-05
threshold=0.076175000000000007 0.0049200000000000008 0.099660000000000012 -0.0068949999999999992 0.11939500000000002 0.24564500000000003 0.055260000000000011 0.11230000000000001 0.10727500000000002 0.089910000000000018 -0.11437499999999999 -0.083879999999999996 0.070450000000000013 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 8 -7 10 -5 13 -13 -12
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.00060070733999965746 -0.00097472023155555066 0.0007206787324671414 -0.00078477899787768215 0.00083976590397113885 -0.00053230313087506038 0.00065567520158895938 -0.00085097668819264451 0.0010508829225543007 -0.00031777868559608772 -0.00030783379968056767 6.2374417186660051e-05 -0.00054267671077281188 0.00045575739428430621 0.00075561721290171946
leaf_weight=0.0010971888031063208 0.0010340281859958491 0.0010282944480607603 0.00106939743527749 0.0014256844096536296 0.0010721923017933408 0.001018786354488376 0.0010714775252551817 0.0012784976894729353 0.0011295847334062969 0.0014718994535348751 0.0010407822355866865 0.0017654986115533456 0.0010631751892331755 0.0011444045775286515
leaf_count=407 101 71 455 105 66 80 122 200 37 156 227 871 164 59
internal_value=0 3.67598e-05 -8.18168e-06 4.87825e-05 0.000101639 0.000156411 3.21102e-05 0.000482244 0.000143846 0.00015171 0.000256749 9.09688e-05 -0.000167409 0.000425433
internal_weight=0 0.0166769 0.0156486 0.0145792 0.013482 0.0124098 0.00898292 0.00342687 0.00214837 0.00791144 0.00643955 0.00501386 0.00282867 0.00218519
internal_count=3121 3020 2949 2494 2087 2021 1704 317 117 1582 1426 1321 1035 286
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=15
num_cat=0
split_feature=14 124 133 132 42 133 13 1 13 2 49 0 3 4
split_gain=0.000315443 0.000162072 0.00022647 0.000213605 0.000332677 0.000191959 0.00022483 0.000179162 0.000206848 0.000143396 0.000232642 0.000219746 0.000359334 6.53953e-05
threshold=0.076175000000000007 0.08919500000000001 0.099660000000000012 0.081240000000000021 -0.088934999999999986 0.083950000000000011 0.10935500000000002 0.077565000000000009 -0.094514999999999988 0.11215000000000001 -0.052259999999999994 -0.15202999999999997 -0.074084999999999998 0.41555500000000006
decision_type=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 -10 -12 -13 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 9 13 11 12 -14 -15
leaf_value=-0.000972978286628563 -0.00094477484143989205 0.00076321071294564366 -0.00078316472085529303 0.00087402613520122508 -0.00059588067590888303 0.0008473039369272362 0.00069277074924740207 0.00061936203260230696 -0.00048608404609718392 -0.00019049908984679857 0.00097922095467543793 0.0006834101227773604 -0.00071463820865518902 -0.00081494931950210395
leaf_weight=0.0010305343880342372 0.0010824103797193443 0.0010211266106211472 0.0010779916551822101 0.001026453387353952 0.0017117929982653187 0.0010278827972816816 0.0014881708275249197 0.0016683812564905233 0.0016485845020051148 0.0012222275304720753 0.001173151585097901 0.0012789611284194386 0.0011418809494419882 0.0010010291825745081
leaf_count=244 101 60 457 196 577 475 81 177 98 63 53 315 167 57
internal_value=0 6.28818e-05 1.95331e-05 7.56521e-05 1.87135e-05 9.51967e-05 3.2519e-05 -5.80736e-05 4.27139e-05 -8.6149e-05 7.73374e-05 0.000335782 2.39682e-05 -0.00047166
internal_weight=0 0.0175182 0.016497 0.0154191 0.0143926 0.0133621 0.0123342 0.010846 0.00913422 0.00746583 0.00524258 0.00359399 0.00242084 0.00222326
internal_count=3121 3020 2960 2503 2307 2063 1588 1507 930 753 633 535 482 120
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=14
num_cat=0
split_feature=14 124 133 132 42 13 48 50 0 12 52 15 0
split_gain=0.00036571 0.000158622 0.000215293 0.000162373 0.000239447 0.000183461 0.000131838 0.00018654 0.00014355 0.000236586 0.000201348 0.000125118 0.000151992
threshold=0.076175000000000007 0.08919500000000001 0.099660000000000012 0.081240000000000021 -1.0000000180025095e-35 0.10935500000000002 0.12879500000000002 0.083090000000000011 -0.10151999999999999 0.097825000000000009 0.083680000000000018 -0.08730499999999998 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 11 10 -10 12 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00064874728088920976 -0.0010014453967051205 0.00072268694045331803 -0.00073818741515461464 0.00074227812941535449 -0.00018728196849498402 0.00074666068469653537 -0.00055175781849085728 -0.00058789833364896382 -0.00066776052251458389 0.00062508352498198336 0.00028923213858341953 0.00073063675413136803 0.00057930398101398595
leaf_weight=0.0014690294913110693 0.001060877677475979 0.0010065685033583674 0.0010863610516158454 0.0010001319784132051 0.0017394393672294228 0.0011835102832847564 0.0010822461593922314 0.0011034679422938483 0.0018975401216851729 0.001070318702929951 0.0010273074797142283 0.0018249012892968012 0.0014275573706901273
leaf_count=597 101 60 457 196 63 64 53 293 668 91 227 138 113
internal_value=0 5.23862e-05 9.9835e-06 6.4807e-05 1.57984e-05 9.48057e-05 2.5756e-05 8.76964e-05 0.000170649 -7.53244e-05 -0.000331632 0.000367508 0.000158265
internal_weight=0 0.0169184 0.0159118 0.0148255 0.0138253 0.0123563 0.0111728 0.0100905 0.00898706 0.00399517 0.00292485 0.0049919 0.003167
internal_count=3121 3020 2960 2503 2307 1710 1646 1593 1300 986 895 314 176
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=14
num_cat=0
split_feature=14 484 15 160 52 0 0 49 0 43 48 0 2
split_gain=0.000205385 0.000104851 0.000130954 0.000155825 0.00018518 0.000236131 0.000249449 0.000179085 0.000178792 0.000240425 0.000197973 9.91206e-05 3.88649e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.091944999999999985 0.11008000000000001 0.15398500000000004 0.051010000000000007 1.0000000180025095e-35 -0.10151999999999999 -0.072864999999999985 0.086260000000000017 -0.14116499999999996 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 10 12 11 -5 -10
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00050714508998791975 -0.00083267186542931707 0.00065372303807006299 -0.00066191950384713997 0.0010394234220692136 0.00075757150497196416 -0.0007423116547959173 0.00098619374261967713 -0.00060498883066220286 -0.00010255783820953297 -0.00093958322050782318 -0.00018460241021490969 0.0003555224556932655 0.00041775784999894112
leaf_weight=0.0011437355938009484 0.0010086879387308225 0.0013121944526987344 0.0010648562280445124 0.0012475609832998669 0.0013181781315040339 0.0013076096234811993 0.0010333326877992608 0.0014238387736643975 0.0010322956785268375 0.0010972525753577158 0.0016172838184433935 0.0018977418745464445 0.0010075910826014695
leaf_count=479 104 228 329 81 121 41 116 377 157 713 91 81 203
internal_value=0 4.33558e-05 8.43479e-05 3.1162e-05 8.80094e-05 1.23438e-05 0.000107623 1.02506e-05 0.000121141 -0.000228202 0.000351254 0.000626787 0.000154449
internal_weight=0 0.0165035 0.0153597 0.0140475 0.0129827 0.0116645 0.0103569 0.00932356 0.00789973 0.00313714 0.00476259 0.0031453 0.00203989
internal_count=3121 3017 2538 2310 1981 1860 1819 1703 1326 1073 253 162 360
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=15
num_cat=0
split_feature=14 484 15 160 160 160 133 52 0 49 13 0 0 2
split_gain=0.00042483 0.000215927 0.000233323 0.000165852 0.000183572 0.000237834 0.00030157 0.000251895 0.000422569 0.000377264 0.000359416 0.000181878 0.000310779 0.000182596
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 0.092070000000000013 -0.091944999999999985 -0.027994999999999996 -1.0000000180025095e-35 0.11008000000000001 0.15398500000000004 0.0034800000000000005 -0.084034999999999985 -0.026509999999999995 -0.098289999999999975 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 10 -8 12 13 -12
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00063731042110386975 -0.0010409479581267287 0.00078847034069246512 -0.00055815679386980027 -0.00050202751112699354 0.00087423261145285738 -0.00077184534143241083 0.0010821051373169693 0.00094985317826378976 -0.0008998198102078748 -0.00065378512734443864 0.00082364290926805568 0.0008456459445215131 -0.00076156787455605821 -0.00015975504459850968
leaf_weight=0.0014166334181586219 0.0012812329327971375 0.0015868929110107758 0.0012851565557804702 0.0016881232122422608 0.0014700754206830044 0.0012508637329514691 0.0019567427731819464 0.0012983476788033252 0.0012926109675692752 0.001356709619737953 0.0013078944076738712 0.0010075255237172588 0.0013265967755567154 0.0012710316943351785
leaf_count=480 101 228 330 153 203 623 137 75 26 168 26 123 375 73
internal_value=0 5.73769e-05 0.000111752 4.67148e-05 0.000109206 0.000172557 8.70837e-05 0.000186405 8.22754e-05 0.00023659 0.000412429 0.000145714 -3.48505e-05 0.000338972
internal_weight=0 0.0195152 0.0180986 0.0165117 0.0148236 0.0135384 0.0120683 0.0108175 0.00951911 0.0082265 0.00686979 0.00491305 0.00390552 0.00257893
internal_count=3121 3020 2540 2312 2159 1829 1626 1003 928 902 734 597 474 99
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=14
num_cat=0
split_feature=14 124 4 3 43 47 1 43 157 2 52 15 3
split_gain=0.000361039 0.000301353 0.00020991 0.000167068 0.000269053 0.00022139 0.000304861 0.000207922 0.000203964 0.000182719 0.000255378 0.000202382 0.000139056
threshold=0.076175000000000007 0.10195500000000002 -0.49405499999999997 -0.10023499999999998 0.084740000000000024 0.092530000000000015 0.12408500000000001 -0.13868499999999997 -0.074224999999999985 0.10584500000000001 -0.024714999999999997 -1.0000000180025095e-35 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 8 -7 -4 -5 10 -10 -11 -12
right_child=-2 -3 3 5 -6 6 -8 -9 9 11 12 -13 -14
leaf_value=-0.0007169023899590265 -0.0010717868438155456 0.0010436662878254566 0.0001164911722637298 0.00086825873765147236 -0.00040620796927360708 -0.0011731673776216446 0.00016424432241011973 0.0010401935316002291 -0.00033023428350276119 -1.5748505601623298e-05 0.00013197411220242954 -0.0010347005584982842 0.0010061798846648985
leaf_weight=0.0013649733388751929 0.0010765955993122791 0.0010259323536277653 0.0015959660199339476 0.0010023128975604218 0.0012349395645756545 0.0013506168382918238 0.001097162201649445 0.001891264859486202 0.001855640497980292 0.0018255587957134913 0.0012448322056345402 0.0011153401332147928 0.0013440987252466311
leaf_count=154 101 42 113 299 44 225 59 148 303 303 1117 116 97
internal_value=0 5.18594e-05 -8.26852e-06 5.39042e-05 0.000349745 -7.50241e-05 -0.000573702 0.000617452 7.05036e-05 -3.77631e-05 0.00020337 -0.000402188 0.000585837
internal_weight=0 0.0179486 0.0169227 0.0155577 0.00472217 0.0108356 0.00244778 0.00348723 0.00838778 0.00738547 0.00444457 0.0029409 0.00258893
internal_count=3121 3020 2978 2824 305 2519 284 261 2235 1936 1517 419 1214
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=12
num_cat=0
split_feature=376 1 132 0 47 4 2 13 1 16 16
split_gain=5.43152e-05 9.72248e-05 6.67908e-05 0.000110311 0.000114188 0.000147255 0.000178373 0.000128668 0.000108616 8.43487e-05 6.00861e-05
threshold=0.048375000000000008 0.13686500000000004 0.080640000000000017 0.0059850000000000016 0.092530000000000015 0.0061450000000000003 0.11215000000000001 -0.084034999999999985 0.086560000000000012 0.042200000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 10 -1 -9 -5 -7
right_child=-2 -3 -4 9 -6 6 -8 8 -10 -11 -12
leaf_value=0.003132592896512288 0.0034573707044850094 0.0047642088701080262 0.0035379922794476358 -0.008506089249392678 -0.0045946123213183674 0.003290862024333339 -0.0019140607095263814 -0.00038934689374526589 -0.0083889573886083667 -0.0016237329508976765 0.0091002216243504311
leaf_weight=0.0010138044175182093 0.0012967432248369186 0.0010744421742665726 0.0010120555027415623 0.0010360716913586721 0.0016111267302844987 0.0011278294218303071 0.0013860064519627523 0.0010347356258689601 0.001134498028663139 0.0012561480642473977 0.0011429081923081509
leaf_count=497 166 144 286 52 253 179 156 764 363 155 106
internal_value=0 -0.000377291 -0.000847232 -0.00126034 -0.000318007 0.000689358 0.00313376 -0.00211882 -0.0045731 -0.00473452 0.00621483
internal_weight=0 0.0128296 0.0117552 0.0107431 0.00845091 0.00683978 0.00365674 0.00318304 0.00216923 0.00229222 0.00227074
internal_count=3121 2955 2811 2525 2318 2065 441 1624 1127 207 285
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=10
num_cat=0
split_feature=484 4 0 160 13 47 1 16 13
split_gain=5.3198e-05 6.86562e-05 8.20021e-05 0.000111916 0.00014734 0.000133956 0.000103841 6.97167e-05 5.94619e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.15350499999999997 -0.082869999999999985 -0.084034999999999985 0.092165000000000011 1.0000000180025095e-35 -0.52595999999999987 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 8 -5 -3 -6
right_child=1 7 3 4 5 -7 -8 -9 -10
leaf_value=-0.0047124203206683306 -0.0045101387215883198 0.00051263948529456469 -0.0059730305694216642 0.0020537347065293279 -0.0060925310033312589 0.0039980273151613982 0.010715109104795199 0.0076626153305120164 -0.00020883637196615658
leaf_weight=0.0010233040318366081 0.0018441274475058398 0.0014999815902760763 0.0010802139164034583 0.001623657717772454 0.001731822987355274 0.001697430591373169 0.0010303237589477654 0.0010597741682480191 0.0014264582501756773
leaf_count=515 108 104 402 243 1087 130 172 242 118
internal_value=0 0.00034109 -0.000427211 0.000449334 0.00137314 -0.000836686 0.00541624 0.00347283 -0.00343512
internal_weight=0 0.0129938 0.010434 0.00858991 0.00750969 0.00485571 0.00265398 0.00255976 0.00315828
internal_count=3121 2606 2260 2152 1750 1335 415 346 1205
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=11
num_cat=0
split_feature=48 48 51 1 1 151 4 13 2 16
split_gain=4.81821e-05 0.000120501 0.000164411 0.000102259 0.000103891 9.27862e-05 0.000102861 0.000125426 6.90449e-05 4.88393e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.13436000000000001 -0.016164999999999995 -0.0029599999999999995 0.0076650000000000008 0.097845000000000015 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 -8
right_child=-2 -3 -4 4 -6 6 9 -9 -10 -11
leaf_value=0.0031542606338938678 -0.0035256509789557866 0.0048045475375922235 -0.0063481134026816483 0.0058763875067156419 -0.00085255770652813243 -0.00032286216991501249 -0.007042959468186053 -0.0042033921460423711 0.0055145963948834862 -0.0018763252275256484
leaf_weight=0.0014757326397871993 0.0010662836414964032 0.0015225291251131758 0.001198866681233598 0.0016733640700627021 0.0011337798952838903 0.0012755216749084238 0.0011546622102002902 0.0013052015840699614 0.0011216852879184121 0.0010106004740623041
leaf_count=347 90 263 286 178 145 970 253 245 133 211
internal_value=0 0.000270758 -0.000337452 0.000372459 0.00315863 -0.000692602 -0.0016601 7.76656e-05 0.00240856 -0.00463152
internal_weight=0 0.0128719 0.0113494 0.0101505 0.00280714 0.0073434 0.00586767 0.00370241 0.00239721 0.00216526
internal_count=3121 3031 2768 2482 323 2159 1812 1348 1103 464
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=10
num_cat=0
split_feature=131 14 2 13 0 52 47 4 15
split_gain=4.67537e-05 6.88547e-05 7.96798e-05 0.000158025 0.000146386 0.000121403 9.08383e-05 8.31386e-05 8.03596e-05
threshold=0.088610000000000008 -0.10708499999999999 0.10912000000000001 -0.0018299999999999998 0.15398500000000004 -0.088204999999999992 0.092710000000000015 -0.059649999999999988 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.0036498481639712158 -0.0033726579606144502 -0.0036507235148394031 0.0083571913143490138 0.00024496429796076828 -0.0060715273690687653 -0.00021157605114397802 -0.0024706091366038909 0.00092556419722797162 0.0064960463633123482
leaf_weight=0.0011554085371282769 0.0010838867733697728 0.0014917836015624535 0.0010300511466392998 0.0019996584867473829 0.0010453970602291585 0.0017448193850435711 0.0011834200706834046 0.0011832901191882969 0.0019275756713009956
leaf_count=117 443 419 271 217 41 816 116 180 501
internal_value=0 0.000267351 0.000657318 0.00300299 -0.000171326 0.000647707 0.00170951 0.00272828 0.00437718
internal_weight=0 0.0127614 0.011606 0.00302971 0.00857629 0.00753089 0.00603911 0.00485569 0.00311087
internal_count=3121 2678 2561 488 2073 2032 1613 1497 681
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=11
num_cat=0
split_feature=376 1 12 133 3 43 12 49 3 1
split_gain=4.70001e-05 8.92687e-05 6.05789e-05 8.10751e-05 0.00015397 0.000104828 8.87841e-05 9.61831e-05 6.99734e-05 6.9527e-05
threshold=0.048375000000000008 0.13686500000000004 -0.015429999999999998 1.0000000180025095e-35 -0.20241999999999996 -0.15582499999999996 0.079890000000000017 -0.006494999999999999 0.095270000000000007 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -9 -8
right_child=-2 -3 3 -5 5 6 9 8 -10 -11
leaf_value=-0.0040173228658067443 0.0027842047745633082 0.0039609668029584157 0.0058182987144498165 -0.003775512148187356 0.0040216210474050317 -0.0024906551451688626 -0.0050506173656812174 0.0051167717344865523 -0.0002295024516981752 -0.00029826712735775543
leaf_weight=0.0011419058762615749 0.0012661938519957757 0.0010476222525287052 0.0010088658827116575 0.0013662057681177774 0.001034312350728264 0.0016351351377313361 0.0017978932153646047 0.0011003840592568289 0.0011765147880828941 0.0011870828810487954
leaf_count=184 166 144 130 975 70 127 1015 101 110 99
internal_value=0 -0.000297148 -0.000686803 -0.000317796 0.0002106 -0.000502701 -0.00118119 0.0003292 0.00235426 -0.00316067
internal_weight=0 0.0124959 0.0114483 0.0103064 0.00894019 0.00793132 0.00689701 0.00391203 0.0022769 0.00298498
internal_count=3121 2955 2811 2627 1652 1522 1452 338 211 1114
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=14
num_cat=0
split_feature=14 52 376 157 48 14 1 47 15 3 3 2 4
split_gain=0.000309453 0.00010378 0.000171146 0.000174124 0.000216967 0.000210655 0.000262663 0.000236231 0.000247047 0.000196759 0.000120869 0.000173217 9.38965e-05
threshold=0.076175000000000007 -0.28430999999999995 0.048375000000000008 -0.077384999999999995 0.12737000000000001 -0.10708499999999999 0.098700000000000024 0.094460000000000002 -0.049819999999999996 -0.12018999999999998 0.096675000000000011 0.09142500000000002 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 9 8 -8 -7 11 12 -11
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00043149869957579816 -0.00094113925806132287 0.00059198469754923348 0.00068853904145765291 -0.00069047100890039638 -0.00080690798777913241 0.0003885210229803448 0.0014031222347372803 -0.00012668145529533991 0.00032060324447377882 0.00016727611891822767 0.00011634937914570511 -0.0010667493400782525 -0.00056466086154131109
leaf_weight=0.0012779359055713349 0.0010237519954746635 0.0014878915881039187 0.001302997347676609 0.001110763743988775 0.0010218163110541018 0.0017244049029798711 0.0010739998248932327 0.001392326646820527 0.001578258769247276 0.001047479299900993 0.0014490326151874733 0.0010558602033893093 0.0010782644802308831
leaf_count=331 101 268 157 88 58 82 182 88 125 832 40 492 277
internal_value=0 4.51922e-05 8.4948e-05 2.88515e-05 -3.80067e-05 3.02513e-05 0.00010723 0.00045408 0.000758956 -0.000113518 -0.000300473 -0.00049031 -0.000203992
internal_weight=0 0.016601 0.0153231 0.0140201 0.0125322 0.0115104 0.0103996 0.00404459 0.00265226 0.00635504 0.00463064 0.0031816 0.00212574
internal_count=3121 3020 2689 2532 2264 2206 2118 395 307 1723 1641 1601 1109
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=11
num_cat=0
split_feature=484 42 47 42 43 4 151 43 1 2
split_gain=4.48719e-05 5.98011e-05 0.000104525 0.000111579 0.000102339 0.000141388 0.000100628 0.000161693 8.57981e-05 2.23012e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.083879999999999996 0.25615500000000008 -0.0038099999999999996 0.05259500000000001 0.094385000000000011 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8 -7
right_child=1 -3 -4 4 5 9 7 -9 -10 -11
leaf_value=-0.0030491612006685793 -0.0041673285368897858 -0.0031551820772519044 0.0042301071033741958 0.0040210251919599533 0.0020753618906299899 0.0015908033386685572 -0.0080075551497216998 0.0013344752803588617 -0.0024447398905612138 0.0047101573930705696
leaf_weight=0.0010073191415595354 0.0012596862668384839 0.0010692891795718784 0.0014917274778219964 0.001588605942590476 0.001344037745566312 0.0010098115925263025 0.0011281721426924952 0.0014367217109828023 0.0013712725629689837 0.0010371236348245966
leaf_count=515 776 310 112 285 158 76 479 94 192 124
internal_value=0 0.000226627 0.000536568 -4.90848e-06 0.000583191 -0.00016217 -0.00145443 -0.0026597 -0.00495562 0.00317129
internal_weight=0 0.0127364 0.0116672 0.0101754 0.00891575 0.00732714 0.0052802 0.00393617 0.00249944 0.00204694
internal_count=3121 2606 2296 2184 1408 1123 923 765 671 200
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=11
num_cat=0
split_feature=52 52 51 457 151 4 12 4 2 12
split_gain=4.87482e-05 0.000111372 0.000113592 8.2718e-05 0.000102494 9.20978e-05 0.000150238 0.000126703 0.000119215 6.61624e-05
threshold=-0.28430999999999995 -0.090859999999999982 -0.076794999999999988 0.045365000000000009 -0.0077149999999999988 0.24564500000000003 0.092465000000000006 -0.0029599999999999995 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 9 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.003437320647466225 0.0048093652848884075 -0.0052359305041037125 -0.0049068072297518729 0.0037206625354484651 0.0064474044626342203 0.0077209697652841627 -0.00063460275825062641 -0.0045108409792453414 -0.0023551652271315577 0.00058874237536568391
leaf_weight=0.0010076617642989895 0.0012659545453444958 0.0010805212601169697 0.0011181283378165511 0.0015491421702615105 0.0010013103130746995 0.0010081605538711184 0.0012742857678242903 0.0016749995994638227 0.0016592791072408582 0.0010154951208041002
leaf_count=344 294 253 185 187 128 228 69 345 140 948
internal_value=0 0.000258854 -0.000247304 0.000275987 -0.000333759 0.000336083 0.00305607 -0.000824098 0.000855759 0.00349747
internal_weight=0 0.0126473 0.0113813 0.0103008 0.00875166 0.00763353 0.00228245 0.00535108 0.00367608 0.00201681
internal_count=3121 2777 2483 2230 2043 1858 297 1561 1216 1076
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=14
num_cat=0
split_feature=14 48 48 474 14 4 2 3 4 0 52 15 52
split_gain=0.000252006 0.000120373 0.000163349 0.000120369 0.000159169 0.000132426 0.000228071 0.000204967 0.000170976 0.000116928 0.00014346 0.00023688 8.16286e-05
threshold=0.062655000000000016 0.12879500000000002 0.10493500000000001 0.084660000000000027 -0.10708499999999999 0.181285 0.10774000000000002 -0.10519499999999998 -0.49405499999999997 -0.019414999999999998 0.077655000000000016 -0.053579999999999996 -0.078224999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 -6 10 11 12 -10
right_child=-2 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00060859420178317259 -0.00081123779926350924 -0.000435155558379967 0.00073504974419236679 0.00053616215289884741 -0.00080942760721751904 0.00093165183784750224 0.00052013793739220915 -1.4911013736262045e-05 0.00028520152236334123 0.00033962303199243236 0.00026263555880824197 -0.00098675105374400026 -0.00035585919112969316
leaf_weight=0.001125796822473356 0.0010226728494714945 0.001340721674185477 0.0010191187357544594 0.0012511261199989248 0.0010179464046531361 0.0010998278379217297 0.0016246279615630844 0.0015346762510721366 0.001031832137765319 0.0014884022684267676 0.0013579628604671427 0.0011808995344490358 0.001207037749659128
leaf_count=87 104 88 120 322 109 57 266 244 190 46 706 575 207
internal_value=0 4.51978e-05 8.83071e-05 4.09578e-05 -7.94599e-06 5.06346e-05 -4.68404e-05 0.000380251 -0.000173298 -6.99577e-05 -0.000197554 -0.000380291 -6.04123e-05
internal_weight=0 0.01628 0.0149393 0.0139201 0.012669 0.0115432 0.00890871 0.0026345 0.00728408 0.00626613 0.00477773 0.00341977 0.00223887
internal_count=3121 3017 2929 2809 2487 2400 2099 301 1833 1724 1678 972 397
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=10
num_cat=0
split_feature=48 48 51 1 1 151 1 42 13
split_gain=4.55817e-05 9.32595e-05 0.000139348 7.74724e-05 9.09561e-05 6.12471e-05 8.93743e-05 7.20813e-05 5.5335e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.13436000000000001 -0.016164999999999995 0.096125000000000016 0.084050000000000014 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0024722310042915047 -0.0032461728505193371 0.0040954265370608863 -0.0055159383591397706 0.0050960902111749345 -0.00086955669926053756 0.0030606821502712337 -0.0052699873303263742 -0.003883815777532162 -0.0010274371540730728
leaf_weight=0.0014364543594904272 0.0010521827879362818 0.0014635968580122916 0.0011743544823151477 0.001644725893375377 0.0011262035660113575 0.0016324572188986615 0.0011606244142958397 0.0010844245649127551 0.0018444976398557438
leaf_count=347 90 263 286 178 145 323 213 774 502
internal_value=0 0.000258062 -0.000247745 0.000375327 0.00267144 -0.000513463 -0.00126299 -0.00024343 0.000891967
internal_weight=0 0.0125673 0.0111037 0.00992939 0.00277093 0.00715846 0.005722 0.00456138 0.00347695
internal_count=3121 3031 2768 2482 323 2159 1812 1599 825
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=11
num_cat=0
split_feature=2 14 2 4 0 2 13 52 43 151
split_gain=4.30113e-05 9.01431e-05 8.09193e-05 0.00012929 0.000117835 8.71006e-05 7.78557e-05 0.000106835 5.93155e-05 9.11574e-05
threshold=0.13754500000000003 -1.0000000180025095e-35 0.10912000000000001 0.033845000000000007 0.15398500000000004 0.099185000000000009 -0.084319999999999992 0.0031350000000000002 -0.074359999999999996 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -8 -10
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11
leaf_value=-0.0046692850523575719 0.0031757738085803761 -0.0037006193709099148 0.0064876445633961499 -0.0011367462188694786 -0.0057078804903952065 0.0045533622945615635 0.0015699178741503778 0.0045518001743066897 0.00145947206802636 -0.0047651727602359547
leaf_weight=0.0011112127601635045 0.0010237155352342186 0.0015625162711545596 0.0012171966702338643 0.001114271787835042 0.0010217809763914962 0.0010141758747263538 0.0016445064097091837 0.0012473409851759465 0.0010038403038661369 0.001590121894762115
leaf_count=109 205 650 196 167 46 269 375 635 76 393
internal_value=0 -0.000272036 0.000155993 0.00284374 -0.000533814 0.000121909 -0.000515728 0.00039142 -0.00083294 -0.00235629
internal_weight=0 0.012527 0.0114158 0.00233147 0.00908428 0.0080625 0.00704833 0.00548581 0.00423847 0.00259396
internal_count=3121 2916 2807 363 2444 2398 2129 1479 844 469
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=15
num_cat=0
split_feature=14 2 11 3 457 0 12 13 14 0 47 160 1 0
split_gain=0.000279504 0.000140206 0.000148519 0.00019813 0.000298784 0.000253738 0.000241695 0.000457573 0.000116207 0.000150028 0.000208678 0.000225559 0.000129032 9.4002e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.079915000000000014 -0.12018999999999998 -0.0029299999999999994 -0.053834999999999994 -1.0000000180025095e-35 -0.15078499999999997 -1.0000000180025095e-35 -0.10607499999999999 0.09585500000000001 0.088020000000000015 0.090475000000000014 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 -5 8 -7 -8 -6 10 11 12 -10 -3
right_child=-2 2 -4 4 5 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00056047530704841605 -0.00097128264279261283 0.000928462838079013 -0.00069273876499458518 -0.001029485585427971 -0.00030815263156139456 0.00036302087720238829 0.00014553931977107917 -0.0016042614882194348 0.00058545647249342279 -0.00010531271503881922 -0.0002381763552331337 4.0930299699157313e-05 0.0014984730258172374 0.00013517359974920116
leaf_weight=0.0017768496301885641 0.0010526615527658425 0.0012179573370880671 0.0010933386146927413 0.0010606698970203358 0.0012422586607300258 0.0010176075318797245 0.0010567855400073212 0.0011567647566165682 0.0010207722478767509 0.0019826829895024899 0.0010074021665329447 0.0011018833307129827 0.0013010805362067279 0.0010095174978914656
leaf_count=193 101 87 139 236 95 48 21 202 57 1680 43 66 131 22
internal_value=0 4.94026e-05 -1.00719e-05 4.25818e-05 -5.55474e-05 3.93368e-05 -0.000412402 -0.000768878 0.000229988 0.000334217 0.000530882 0.000757171 0.00109708 0.000568935
internal_weight=0 0.0170456 0.0152687 0.0141754 0.0119479 0.0108872 0.00323116 0.00221355 0.00765608 0.00641382 0.00443114 0.00342374 0.00232185 0.00222747
internal_count=3121 3020 2827 2688 2579 2343 271 223 2072 1977 297 254 188 109
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=14
num_cat=0
split_feature=14 157 0 42 160 52 2 4 48 47 16 0 13
split_gain=0.00034887 0.000157217 0.000188466 0.000285552 0.000256644 0.000310728 0.000230211 0.000290707 0.000272285 0.000215153 0.000214694 0.000383967 9.13987e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.019414999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.11982500000000001 0.076415000000000025 0.083685000000000009 0.092530000000000015 0.38525000000000004 0.15398500000000004 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -9 11 12 -4
right_child=-2 2 10 4 5 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=0.0005041126034686813 -0.00093368329562172874 -0.00080320330870426728 0.00011064538117814345 -0.00066941293405855824 -0.00094222739942787838 0.00072005295943629376 -0.00078344072330452841 0.00093497054975562397 0.00012106098169119078 -3.2725145356399656e-05 0.00087087490095731786 -0.00067876009664329616 0.00079106709594784429
leaf_weight=0.0018627178272072114 0.0010842974134495633 0.0015170657052937008 0.001027599580702504 0.0014568607838591251 0.0011313573043855666 0.0017420628829856177 0.0010749764287821453 0.0013403803894506267 0.0016702943945412357 0.0012375905055819203 0.0012328327404977912 0.0012625087135078594 0.0011968468742979124
leaf_count=398 101 753 41 504 338 280 129 104 174 49 75 50 125
internal_value=0 4.41376e-05 -9.78209e-06 -0.00012825 -2.21802e-05 9.28579e-05 -7.64188e-05 6.4861e-05 -0.000308314 0.000470415 0.000270603 5.83732e-05 0.000476741
internal_weight=0 0.0177531 0.0158904 0.0111706 0.00965352 0.00819666 0.0064546 0.00537962 0.00280165 0.00257797 0.00471979 0.00348696 0.00222445
internal_count=3121 3020 2622 2331 1578 1074 794 665 512 153 291 216 166
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=11
num_cat=0
split_feature=52 376 52 48 12 0 151 4 16 16
split_gain=4.43109e-05 0.000100308 7.4569e-05 9.68104e-05 0.000110577 7.7007e-05 6.99024e-05 7.5486e-05 0.000113725 0.000109523
threshold=-0.28430999999999995 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.06563999999999999 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 -8 -10
right_child=1 -3 3 4 5 -7 7 -9 9 -11
leaf_value=-0.0035330834611925852 0.0029390136321971135 0.0052578575931015734 0.0036323960754385308 -0.0041266731963721052 -0.0017208633069059971 -0.0085417248109629293 -0.0052378301943809555 0.0046173649667379732 0.0058447421977101234 -0.0013367062979159894
leaf_weight=0.0010153817028269981 0.0019087719208288742 0.0011246199687734186 0.0012790994834628337 0.0012330555192735697 0.0010259332757226488 0.0010033153507503149 0.0011484687288870104 0.001083441923602429 0.0010293162803223148 0.0017697842617877266
leaf_count=344 356 163 111 221 322 150 281 197 593 383
internal_value=0 0.000268353 -0.000220385 -0.00085038 -0.00154177 -0.00509328 -0.000391255 0.000524262 -0.000599123 0.00130414
internal_weight=0 0.0126058 0.0114812 0.00957241 0.00829332 0.00202925 0.00626407 0.00503101 0.00394757 0.0027991
internal_count=3121 2777 2614 2258 2147 472 1675 1454 1257 976
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=16
num_cat=0
split_feature=14 160 124 123 133 12 3 41 13 0 151 2 4 3 2
split_gain=0.000349754 0.000164476 0.000167505 0.000312027 0.000245093 0.000253609 0.000247794 0.000327368 0.000211332 0.000540263 0.000233983 0.000139036 0.000208043 0.000120181 6.66159e-05
threshold=0.076175000000000007 -0.22361499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.099660000000000012 -1.0000000180025095e-35 -0.12018999999999998 0.075585000000000013 -0.15416999999999995 -0.053834999999999994 -0.0083949999999999979 0.11215000000000001 0.0061450000000000003 -1.0000000180025095e-35 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 14 -8 10 -10 12 -12 -14 -7
right_child=-2 2 -4 -5 -6 6 8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.00067065312790948347 -0.0010372875313336063 -0.00078850479080931504 0.00081405031933839338 0.0010188675058939293 -0.00089791286202257968 0.0012346032725521114 0.00071456753765269964 -0.00032129763038602827 -0.00053627972553790565 -0.0013832914710404287 -0.00012454274166450317 -0.00029857881576752452 0.00035073492939894908 0.0012002881510859991 0.0006073467869762507
leaf_weight=0.0010190417546943878 0.0010730973626318354 0.0011478229944986958 0.001034450683881096 0.0010484008572780876 0.0010207375528875186 0.0012033808444478185 0.001101023555128644 0.0010240143263615664 0.0017498121614779542 0.0010488718827285195 0.0014308921969243848 0.0011897923022701797 0.0011390085143297064 0.0011349003250700207 0.0011122986325720063
leaf_count=316 101 125 70 201 398 68 77 61 293 165 858 95 155 34 104
internal_value=0 4.95969e-05 9.43907e-05 4.58952e-05 -2.54253e-05 4.16273e-05 0.000120154 0.000548624 -4.256e-05 -0.000150916 4.36239e-05 0.000250939 0.000427416 0.000774744 0.000933311
internal_weight=0 0.0174044 0.0163854 0.015351 0.0143026 0.0132818 0.012134 0.00333969 0.0087943 0.00769328 0.00664441 0.00489459 0.0037048 0.00227391 0.00231568
internal_count=3121 3020 2704 2634 2433 2035 1910 233 1677 1600 1435 1142 1047 189 172
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=10
num_cat=0
split_feature=48 0 4 150 42 13 52 4 0
split_gain=4.31697e-05 8.34106e-05 9.00984e-05 8.67298e-05 8.67973e-05 9.66947e-05 8.24598e-05 9.29838e-05 9.2975e-05
threshold=0.12879500000000002 -0.23091999999999999 0.27834500000000006 0.087865000000000013 0.092620000000000022 0.11596500000000001 -0.087769999999999987 -0.00059999999999999995 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.004516227678961952 -0.003048516471253114 -0.0044126379750099639 0.0028972697860999573 -0.0050104953207141655 -0.0040194948454856157 0.0037613183828867892 0.005288500011471825 -0.0026888979206431424 -0.00027491604195964219
leaf_weight=0.0010126694533956213 0.0010458595412678696 0.0010806418900663672 0.0019636158353800092 0.0010337488623612659 0.0012553932015752084 0.0016155991139735204 0.0012128356045601387 0.0015863465607679809 0.0018077691662822019
leaf_count=79 90 474 289 230 469 132 504 316 538
internal_value=0 0.000238435 -0.000136436 -0.000757456 -0.000243752 0.000405285 -0.000548019 0.000358496 0.00195891
internal_weight=0 0.0125686 0.011556 0.00959233 0.00855859 0.00730319 0.00568759 0.00460695 0.0030206
internal_count=3121 3031 2952 2663 2433 1964 1832 1358 1042
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=14
num_cat=0
split_feature=14 160 160 43 43 1 13 52 3 15 4 4 0
split_gain=0.000312269 0.000132938 0.000168922 0.000173737 0.000194793 0.000181256 0.00022846 0.000217355 0.000207244 0.000240214 0.000169442 0.000206469 0.000154769
threshold=0.076175000000000007 -0.22361499999999998 -0.081069999999999989 0.18116500000000002 0.093175000000000022 0.077565000000000009 -0.083764999999999992 0.083680000000000018 0.12178000000000001 -0.14755499999999996 0.25615500000000008 0.0061450000000000003 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 -8 11 -11 -13
right_child=-2 2 3 -5 -6 6 8 -9 -10 10 -12 12 -14
leaf_value=-0.0005838113839325902 -0.00095576591950873729 0.00066542361863352196 -0.00094579704666321979 -0.00069210761607078604 0.00082382839131695212 0.0007132293032850787 0.0009508349689662626 2.0843636377646617e-05 -0.00068748301044878096 -0.00030882789817503745 -0.0006715618489629222 0.00087725945933965033 -1.1776630662626694e-05
leaf_weight=0.0010259188613182769 0.0010778715342620307 0.001511287638799084 0.0012401878598252295 0.0010189918701143654 0.0010741170926221672 0.0018723728336167995 0.0010017770154480366 0.0019850632788182276 0.0011895554110488149 0.001935270829754465 0.0010412991061734544 0.0014136309187051666 0.0011779794727637682
leaf_count=316 101 306 585 175 74 249 112 500 48 511 60 26 58
internal_value=0 4.8846e-05 8.82746e-05 2.99319e-05 8.27449e-05 2.0833e-05 0.000145293 -0.000350853 8.24943e-06 0.000134219 -1.26996e-05 0.000138856 0.000473161
internal_weight=0 0.0174875 0.0164615 0.0149502 0.0139313 0.0128571 0.00963189 0.00322525 0.00775951 0.00656996 0.00556818 0.00452688 0.00259161
internal_count=3121 3020 2704 2398 2223 2149 1064 1085 815 767 655 595 84
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=11
num_cat=0
split_feature=484 151 4 0 48 13 12 12 2 4
split_gain=4.25814e-05 6.5712e-05 0.000136204 0.000112493 9.96237e-05 9.53988e-05 0.00010109 9.12501e-05 6.43989e-05 2.89812e-05
threshold=-1.0000000180025095e-35 -0.083274999999999988 0.27044500000000005 -0.15350499999999997 0.091545000000000015 -0.084034999999999985 1.0000000180025095e-35 0.09857500000000001 0.083995000000000014 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 9 8 -8 -7 -5
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0032189382237110078 -0.0028576270017370052 -0.0041588743882967844 0.0046958316906383739 0.0045689624174170456 0.0053239639307694616 0.0033180322281233816 -0.0075705356770226703 -0.0006684047503335693 -0.0019606286977038091 0.00088124960436173402
leaf_weight=0.0010045690716975865 0.0015678763613374844 0.0015098595781143391 0.001841320066874476 0.0010814936496936767 0.0010401161585378727 0.001262416075445979 0.001002082109035133 0.0010019063977491343 0.0011599348869476556 0.0011502437258552461
leaf_count=515 277 92 303 118 200 63 879 275 114 285
internal_value=0 0.000240771 0.000680425 -0.00012253 0.000669125 -5.80477e-05 -0.00143266 -0.00411977 0.000790363 0.0026683
internal_weight=0 0.0126172 0.0110494 0.00920805 0.00769819 0.00665808 0.00442634 0.00200399 0.00242235 0.00223174
internal_count=3121 2606 2329 2026 1934 1734 1331 1154 177 403
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=15
num_cat=0
split_feature=14 160 160 43 43 42 15 16 151 457 43 15 160 52
split_gain=0.000311305 0.000162753 0.000197433 0.000171727 0.000251662 0.000184338 0.000168157 0.000195017 0.000237448 0.000355342 0.000212301 0.000167934 0.000197223 0.000146438
threshold=0.076175000000000007 -0.22361499999999998 -0.081069999999999989 0.18116500000000002 0.093175000000000022 0.097315000000000026 0.084050000000000014 0.064860000000000015 -0.0083949999999999979 0.045365000000000009 -0.15582499999999996 -0.18895499999999996 0.043720000000000009 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 -9 -10 13 -13
right_child=-2 2 3 -5 -6 -7 -8 10 11 -11 -12 12 -14 -15
leaf_value=-0.00064064439474366896 -0.00094838247470638412 0.00070770932406741813 -0.0011028429680717581 -0.00067967365273013567 0.00089971710285908113 0.0006044710696599823 -0.00075270994282725405 0.00023260045217087129 -0.00021808799042249226 0.00028029061187515416 -0.00080147714552935114 0.0004628272041008454 -5.4988488761603526e-05 0.0012894633504950529
leaf_weight=0.0010593652252854626 0.0010896993376422462 0.0015493563225960115 0.0010777564194475757 0.0010447838420743439 0.0011348891753580762 0.0015238680241612687 0.0010616659112885835 0.0010459432396690005 0.0012956038929329491 0.0014028714924084751 0.0017274789871079962 0.0017932687022047143 0.0013219806436379523 0.0011568508823023294
leaf_count=316 101 306 125 175 74 306 599 26 134 148 368 215 126 102
internal_value=0 4.83961e-05 9.09926e-05 2.96904e-05 8.06547e-05 1.13234e-05 -6.47388e-05 2.7545e-06 0.000145503 -0.000320638 -0.000411495 0.000353187 0.000526438 0.000786982
internal_weight=0 0.0181957 0.0171363 0.015587 0.0145422 0.0134073 0.0118834 0.0108218 0.00804833 0.00248063 0.00277342 0.0055677 0.0042721 0.00295012
internal_count=3121 3020 2704 2398 2223 2149 1843 1244 850 273 394 577 443 317
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=14
num_cat=0
split_feature=14 160 52 4 47 3 43 0 15 3 49 0 3
split_gain=0.000339883 0.000178217 0.000160202 0.000333695 0.000209719 0.000184725 0.000284963 0.00024022 0.000236026 0.000193651 0.000190412 0.000160335 0.000130924
threshold=0.076175000000000007 -0.22361499999999998 0.11008000000000001 -0.49013999999999996 0.11893500000000001 -0.10023499999999998 0.084740000000000024 -0.099059999999999995 -0.095869999999999983 -0.034684999999999994 -0.073374999999999982 -0.074229999999999977 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 8 12 -9 -10 -5 -7
right_child=-2 2 -4 4 -6 7 -8 9 10 -11 -12 -13 -14
leaf_value=-0.00071415857705311352 -0.0010799213563149116 -0.00098840172576242788 0.00062778359640186434 0.00035021856693600651 -0.00059804576056768127 0.00022027114587303164 -0.00029395806810447777 -0.0011041048695430232 4.8939153878075626e-05 -1.1698901992681528e-05 0.0010095836675261007 0.001235788018691634 -0.00069968177009656189
leaf_weight=0.0010436237578179989 0.0010306928527687434 0.0010868124430041233 0.0019141728635194239 0.0013866331591091963 0.001354557014241504 0.001207452929325975 0.0011399563190188644 0.0010362799607269444 0.0013353371847553142 0.0014232788270064686 0.0017773489045552213 0.0016599324440544913 0.0010856953066763486
leaf_count=316 101 154 221 117 85 132 36 1381 78 223 125 100 52
internal_value=0 5.61097e-05 0.000105104 3.6072e-05 0.000119122 0.000199727 0.000525938 2.60948e-05 0.000252701 -0.00047196 0.000597469 0.000832724 -0.000215282
internal_weight=0 0.0174511 0.0164075 0.0144933 0.0134065 0.0120519 0.00418652 0.00786539 0.00540583 0.00245956 0.00311269 0.00304657 0.00229315
internal_count=3121 3020 2704 2483 2329 2244 253 1991 387 1604 203 217 184
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=10
num_cat=0
split_feature=47 42 51 42 16 16 16 0 1
split_gain=4.63513e-05 8.4147e-05 7.5497e-05 8.37997e-05 8.00171e-05 8.76956e-05 0.000128178 0.000119015 0.00017004
threshold=0.13148500000000005 0.097315000000000026 -0.076794999999999988 -1.0000000180025095e-35 -0.5315899999999999 0.22339500000000004 -0.032969999999999992 -0.18113999999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=-0.0034969206454182463 -0.0031655161739717929 0.0042697537146704906 -0.0038455712975750964 -0.0026558010170246011 -0.003249581498269075 -0.002741163049119975 0.0059039979778441054 -0.0013569993980169198 0.0068336651983557329
leaf_weight=0.0016018161471444718 0.0011630380561683381 0.0012887631632763031 0.0011325772467355453 0.001412352857534941 0.0013521816988375001 0.0010569063324641081 0.0019399536944677467 0.0013841167632669569 0.0013748431404206913
leaf_count=482 65 421 743 103 68 130 481 431 197
internal_value=0 0.000276974 -0.000180233 0.000370141 0.000930519 0.00164312 0.00240889 0.00075963 0.00272457
internal_weight=0 0.0125435 0.0112547 0.00965293 0.00852035 0.007108 0.0060511 0.00411114 0.00275896
internal_count=3121 3056 2635 2153 1410 1307 1177 696 628
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=11
num_cat=0
split_feature=132 160 3 151 16 15 13 0 3 13
split_gain=4.49126e-05 7.99385e-05 9.4872e-05 9.43156e-05 0.000137885 0.000221125 0.00014227 0.000161233 0.000141563 6.30526e-05
threshold=0.081240000000000021 -0.082299999999999984 -0.13309499999999996 -0.0083949999999999979 -0.071854999999999988 -0.016799999999999995 -0.086589999999999986 -0.11437499999999999 0.10542000000000001 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 6 -6 -5 -8 -7 -3
right_child=-2 2 3 4 5 8 7 -9 -10 -11
leaf_value=-0.004288551918904435 0.0036681249511320651 -0.00028868806412945961 -0.0028616173472694778 -0.00098596681362739529 -0.006272684005895977 -0.0012993368760861148 0.0018451666247245755 0.011749824326643257 0.0076879461598557356 -0.0065788517593910033
leaf_weight=0.0015397598095723145 0.0010545059131309336 0.0011839277659899698 0.0016839478943584188 0.0010173592708013599 0.0013950004160990536 0.001261055416558193 0.0010190402662772645 0.0012792804481752539 0.001162443009955938 0.001027127612319878
leaf_count=545 321 146 350 282 400 324 79 563 40 71
internal_value=0 -0.000323405 0.000230161 0.00109293 0.00202636 -0.000380289 0.00479797 0.00735825 0.00301146 -0.00321073
internal_weight=0 0.0125689 0.0110292 0.00881813 0.00713418 0.0038185 0.00331568 0.00229832 0.0024235 0.00221106
internal_count=3121 2800 2255 2038 1688 764 924 642 364 217
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=14
num_cat=0
split_feature=14 157 0 42 160 16 0 52 2 4 49 2 0
split_gain=0.000338612 0.000145274 0.000120894 0.000193757 0.000267579 0.000192743 0.00035227 0.000163569 0.000206329 0.000215387 0.000335689 0.000218376 6.00682e-05
threshold=0.076175000000000007 -0.073574999999999988 -0.019414999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 0.15398500000000004 0.077655000000000016 0.11870500000000002 0.0052350000000000009 -0.047584999999999995 0.10005000000000001 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 12 8 9 -6 -11 -12 -4
right_child=-2 2 5 4 7 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.00054001987988006213 -0.001021272837045427 -0.00073639576778977516 0.0001637357670653237 -0.00074034607897989133 -0.00048932143524776841 0.00089130424015509231 -0.00076351345121058371 0.0006429001118543299 -0.00074255479034609942 0.0012121187444258667 -0.00037800675604003343 0.00068181581132400169 0.00078537099508654547
leaf_weight=0.0018026545235209626 0.0010190145477569348 0.0014015066313688993 0.0010052269546129847 0.0014057118891540668 0.0013356791296524843 0.0011352817153795769 0.0011821557442052155 0.0015599475973374077 0.0010562768191854054 0.0010776748491716504 0.0017078432164154642 0.0010183787538753653 0.0010355113413332284
leaf_count=398 101 753 101 504 430 75 50 280 139 55 109 61 65
internal_value=0 5.42845e-05 -4.39804e-06 -0.000109132 -1.31749e-05 0.000249449 2.33518e-05 0.000118622 -1.33766e-05 0.000136483 0.000356224 1.78894e-05 0.000479166
internal_weight=0 0.0167238 0.0149212 0.010563 0.00916151 0.00435818 0.00322289 0.0077558 0.00619585 0.00513958 0.0038039 0.00272622 0.00204074
internal_count=3121 3020 2622 2331 1578 291 216 1074 794 655 225 170 166
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=14
num_cat=0
split_feature=14 484 15 15 0 2 47 16 0 43 43 4 52
split_gain=0.000324893 0.000186466 0.000237305 0.000188471 0.000187221 0.000382866 0.000232113 0.000198376 0.000182215 0.000223414 0.000172153 0.000137583 2.92204e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.084145000000000011 0.085270000000000026 -0.094359999999999986 -0.075359999999999996 -0.053764999999999993 0.08845500000000002 -0.0024449999999999997 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -7 -6 12 -11 -8 -10
right_child=-2 2 3 4 6 7 11 -9 9 10 -12 -13 -14
leaf_value=-0.00058347614636351103 -0.00090410573467033443 0.00074435283835591756 -0.00052289380712784001 0.0011608254106395099 -0.00080444090541819128 -0.00031495231196183892 0.00083176452716824919 0.000487302701749504 0.00049124980783886972 -0.00082680059921710328 -1.024388316891163e-05 6.4652450340288773e-05 0.00011600156941849099
leaf_weight=0.0011901081311687508 0.0010318737256861379 0.0013638264477164241 0.0014965796453069351 0.0011918008453681824 0.0011712720320305493 0.0016991720954997042 0.001017258965901352 0.0016214416875856008 0.0010998912360057206 0.0013160093679941091 0.0014729059249583027 0.0016505373095589415 0.0011350898382209186
leaf_count=480 101 228 176 32 1113 109 95 118 174 312 62 67 54
internal_value=0 4.33897e-05 8.93399e-05 2.92722e-05 9.10544e-05 0.000363098 -4.74514e-05 7.67854e-05 -0.000221687 -8.58242e-05 -0.000395554 0.00035716 0.000300671
internal_weight=0 0.0174259 0.0162358 0.014872 0.0133754 0.00451241 0.00886296 0.00332061 0.00619517 0.0050239 0.00278892 0.0026678 0.00223498
internal_count=3121 3020 2540 2312 2136 259 1877 227 1715 602 374 162 228
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=14
num_cat=0
split_feature=14 11 3 2 457 0 15 3 12 3 42 1 151
split_gain=0.000421058 0.000107786 0.000157018 0.000391471 0.000166445 0.000157374 0.000339477 0.00023668 0.000162321 0.000226824 0.000338798 0.000126143 0.000111776
threshold=0.076175000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.0041950000000000008 -0.010834999999999999 0.14121000000000003 0.083995000000000014 0.077845000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 6 -6 -8 -7 10 -10 -1 -9
right_child=-2 -3 4 -5 5 8 7 12 9 -11 -12 -13 -14
leaf_value=-0.00045907133351761318 -0.0010555123645468398 -0.00048442609701196204 -0.00066090727356648172 0.0012895954532326525 -0.00037141139238435747 0.00036504445522530648 0.001329483017476795 0.00072074252206433416 -0.0010541396530551455 0.00035579362910483244 6.3676557021775538e-05 0.00042855307928569631 -6.6067218442678045e-06
leaf_weight=0.00101448087847266 0.0011426396663035123 0.0010808752481370467 0.0010759619053344752 0.0011259411906336947 0.0016727725425913498 0.0016112673307508854 0.0010024840868369505 0.0012057300152407135 0.001806758057181581 0.0012609499769506982 0.0016237300156416489 0.0010054235789711541 0.0014897068102303068
leaf_count=49 101 101 241 63 155 257 78 64 853 38 989 73 59
internal_value=0 5.82449e-05 9.51465e-05 0.000450488 7.46759e-06 6.90731e-05 0.000292453 0.000592756 -0.000121275 -0.0002883 -0.000525051 -1.72492e-05 0.000318753
internal_weight=0 0.0169761 0.0158952 0.00314585 0.0127494 0.0116734 0.00537069 0.00369792 0.00630271 0.00469144 0.00343049 0.0020199 0.00269544
internal_count=3121 3020 2919 185 2734 2493 356 201 2137 1880 1842 122 123
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=12
num_cat=0
split_feature=41 16 3 1 3 3 39 2 16 0 4
split_gain=4.6127e-05 7.67626e-05 0.000101206 9.7225e-05 0.000123786 0.000119633 9.39978e-05 8.33061e-05 7.76952e-05 7.69721e-05 5.27805e-05
threshold=0.078065000000000009 -0.5315899999999999 -0.12018999999999998 0.094385000000000011 0.10893000000000001 0.0051600000000000005 0.0046100000000000004 0.098035000000000011 -0.061854999999999993 -0.10607499999999999 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 6 -4 9 -3 -6 -5 -7
right_child=-2 2 3 4 8 10 -8 -9 -10 -11 -12
leaf_value=-0.0045405134910512426 -0.0041719438155304427 0.0089038173654058354 -0.0065251885101385593 0.0058335637140453714 0.0019041259828576182 -0.0029432202899451446 0.009382851457230031 0.00096729599681532718 -0.0059369574866278262 -0.0019251967509716107 0.002850420675378787
leaf_weight=0.0011952947939571643 0.0010015413239788376 0.0010231276827405997 0.0016711073741494898 0.0010155388797459253 0.001012649594830467 0.0011111623564185047 0.0010036880150011951 0.0011204806157923963 0.0010314914817281529 0.0010532939952251625 0.0014863599696299801
leaf_count=101 154 100 1800 58 119 74 220 124 75 221 75
internal_value=0 0.000310161 0.00081307 -8.73468e-05 0.00178205 -0.00232813 0.00433321 0.00475534 -0.00205255 0.00188339 0.00037203
internal_weight=0 0.0127242 0.0115289 0.00938529 0.00511666 0.00426863 0.00307252 0.00214361 0.00204414 0.00206883 0.00259752
internal_count=3121 2967 2866 2642 693 1949 499 224 194 279 149
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=10
num_cat=0
split_feature=47 52 12 15 1 1 4 4 3
split_gain=4.72951e-05 8.49817e-05 0.000103125 0.00010724 0.000120736 0.000179072 0.00010077 7.49812e-05 0.000191181
threshold=0.13148500000000005 0.11434500000000002 0.095110000000000014 0.079055000000000014 0.11181500000000001 0.094385000000000011 0.09173000000000002 -0.14098499999999997 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1 -9
right_child=-2 -3 6 -5 -6 -7 -8 8 -10
leaf_value=0.0026948050508285807 -0.0034343950808586473 -0.0037753799216663059 -0.00022897128260075737 -0.0052896594517951789 -0.0035437041481723025 0.0066072118333930898 0.0063472867936239579 -0.0077642961830682485 0.0025702128478818373
leaf_weight=0.0015305957165352444 0.0011348752037868568 0.0013944895567972052 0.0012201450209978855 0.0010992064906088237 0.0016584629021584177 0.0016768447987699983 0.0017216302329840887 0.0010472965109278995 0.0011519801626658221
leaf_count=97 65 476 440 749 263 230 103 638 60
internal_value=0 0.000298007 0.000809462 -0.000203113 0.000588256 0.0018557 0.00361969 -0.000280446 -0.00235108
internal_weight=0 0.0125007 0.0111062 0.00816439 0.00706518 0.00540672 0.00294178 0.00372987 0.00219928
internal_count=3121 3056 2580 2037 1288 1025 543 795 698
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=10
num_cat=0
split_feature=43 52 40 151 1 15 4 0 16
split_gain=4.31141e-05 8.36374e-05 0.000128833 8.27891e-05 8.02137e-05 8.31621e-05 0.000110141 8.084e-05 8.03472e-05
threshold=0.16180500000000003 0.19022000000000003 -0.013874999999999998 -0.083274999999999988 0.10937500000000001 1.0000000180025095e-35 0.0061450000000000003 -0.11756999999999999 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -6 -5
right_child=-2 -3 3 4 7 -7 -8 -9 -10
leaf_value=0.0051988796361976059 -0.0032338559232785806 -0.0040738639394560672 -0.0037022677718175022 -0.0052397239999282079 -0.00084203385996491163 -0.0040720351049571748 0.003475511675820568 0.0046565500777206621 0.00075485527657495263
leaf_weight=0.0014268954995448136 0.0010047753425246287 0.0010711386827201757 0.0013615902710807275 0.0010047479297725173 0.0010859610250783525 0.0013414159048489912 0.0018794254618729883 0.0019644002211423994 0.0013992763223483566
leaf_count=298 218 327 271 279 88 917 265 194 264
internal_value=0 0.000247936 0.000651754 5.30666e-06 0.000587216 -0.000558001 0.000542463 0.002699 -0.00175054
internal_weight=0 0.0125349 0.0114637 0.0100368 0.00867523 0.00562487 0.00428345 0.00305036 0.00240402
internal_count=3121 2903 2576 2278 2007 1725 808 282 543
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=13
num_cat=0
split_feature=14 157 14 48 2 4 160 2 52 42 15 1
split_gain=0.000332464 0.000129647 0.000154942 0.000208851 0.000265086 0.000142339 0.00017456 0.00020078 0.000154258 0.000116467 0.000147852 0.000101896
threshold=0.076175000000000007 -0.073574999999999988 -0.22253999999999999 0.12879500000000002 0.11018500000000002 -0.49013999999999996 -1.0000000180025095e-35 0.098260000000000014 0.056145000000000007 0.090310000000000015 -0.090344999999999995 0.10920500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 -8 -6
right_child=-2 2 3 -5 11 6 7 -9 -10 -11 -12 -13
leaf_value=0.00052603753070552426 -0.0010220874147981694 -0.00064943337943474159 -0.00066728316586405064 -0.00070857307858541204 0.00032676818704600484 -0.00065827791625177364 6.2858080889410757e-05 0.00074443955253665375 0.00058149844115984136 0.00038671434312449564 -0.0006442565036337268 0.0010419366742597923
leaf_weight=0.0016880923012915884 0.0010064043660502056 0.0011269623633148032 0.0010092930229596573 0.0010947378273500107 0.0016071963442187381 0.0010047119530733756 0.001963808607397915 0.0014783247290700782 0.0012083879047794198 0.0010771726759510733 0.0019179368168153344 0.0011019437668967308
leaf_count=398 101 96 104 77 238 483 163 176 508 219 394 164
internal_value=0 5.07685e-05 -4.21927e-06 4.97883e-05 0.00011691 -2.35318e-05 5.15789e-05 0.000144861 1.14017e-06 -0.000140281 -0.000286521 0.000617663
internal_weight=0 0.0162786 0.0145905 0.0134635 0.0123688 0.00965964 0.00865034 0.00764563 0.00616731 0.00495892 0.00388175 0.00270914
internal_count=3121 3020 2622 2526 2449 2047 1943 1460 1284 776 557 402
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=11
num_cat=0
split_feature=47 42 43 16 16 2 16 4 4 16
split_gain=4.22927e-05 7.0477e-05 0.000115094 8.08503e-05 9.1598e-05 0.000119379 0.000105079 8.14867e-05 0.000130778 8.08618e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 -0.16318499999999997 0.22339500000000004 -0.008904999999999998 0.092365000000000017 -0.069144999999999984 -0.0024449999999999997 0.181285 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4 -9 -10
right_child=-2 2 3 -5 5 -7 -8 8 9 -11
leaf_value=-0.003042750341160849 -0.0029489762534135513 0.0057884431184610091 0.0041056248050009639 -0.0035532014656812776 -0.00046042058905557034 0.0067211534120262617 -0.0049668140643673604 -0.0047080025787329879 -0.0011290896087675724 0.0042871585167921118
leaf_weight=0.0014388062463722194 0.0011289536151068988 0.0010103860579244702 0.0012794626920955756 0.0012768129066580347 0.0010824580726042088 0.0012584119322315663 0.0010072095329534229 0.0012665140179940219 0.001461364952914715 0.0013179176318109376
leaf_count=849 65 84 407 324 331 168 389 200 96 208
internal_value=0 0.000256561 0.000689666 0.000171912 0.00072029 0.00340027 -0.000270395 0.000617876 -0.000485106 0.00143926
internal_weight=0 0.0123993 0.0109605 0.00995015 0.00867334 0.00234087 0.00633247 0.00532526 0.0040458 0.00277928
internal_count=3121 3056 2207 2123 1799 499 1300 911 504 304
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=12
num_cat=0
split_feature=484 1 16 49 3 2 4 3 3 43 13
split_gain=4.37956e-05 5.66951e-05 0.000102866 0.000131093 0.000120474 0.000130004 8.20183e-05 0.000100834 4.71952e-05 4.42226e-05 3.49572e-06
threshold=-1.0000000180025095e-35 0.13686500000000004 -0.014034999999999997 -0.043469999999999995 -0.10831999999999999 0.10672500000000001 -0.49405499999999997 -0.10831999999999999 -0.03694999999999999 -0.072864999999999985 -0.0079349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 10 -4 -8 -2 -9 -6
right_child=1 -3 6 4 5 -7 7 9 -10 -11 -12
leaf_value=-0.0040603366459998095 0.0054499640879863281 0.0044375640407591553 -0.0025615748240185058 -0.0093212150444666117 0.00053703885664634781 -0.0069574471369394687 0.0089202751715488898 0.0046747184588946892 -0.00045696323253083487 -0.00079150772764059968 0.0022138822916000713
leaf_weight=0.0010000995931095111 0.0010107171356278644 0.0012162006436523516 0.0011261782090798422 0.0011586970420583444 0.0010052184410022039 0.0012141126485094231 0.0010421595092751641 0.0010181339955476797 0.0011919995854311758 0.0014519204089077961 0.0010056527053048151
leaf_count=515 85 162 131 124 788 164 102 390 103 266 291
internal_value=0 0.000313571 -0.000133262 -0.00174871 -0.00375971 -0.00176152 0.00216063 0.00367479 0.00225343 0.00146162 0.00137564
internal_weight=0 0.012441 0.0112248 0.0065864 0.00438368 0.00322498 0.00463839 0.00351221 0.00220272 0.00247005 0.00201087
internal_count=3121 2606 2444 1555 1367 1243 889 758 188 656 1079
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=15
num_cat=0
split_feature=14 484 475 160 52 0 0 47 0 2 2 16 4 3
split_gain=0.000301724 0.000158612 0.000211355 0.000156666 0.000214504 0.000217021 0.000332477 0.000290549 0.000305803 0.000366621 0.000213836 0.000147608 0.000219562 2.64359e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -0.22361499999999998 0.11008000000000001 0.15398500000000004 -0.019414999999999998 0.11939500000000002 -0.10151999999999999 0.083995000000000014 0.083585000000000007 -0.50690499999999983 0.024790000000000003 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 10 -10 -5 -12 -13 -8
right_child=-2 2 3 4 -6 -7 13 -9 9 -11 11 12 -14 -15
leaf_value=-0.00059388521646270643 -0.00098871787017264234 0.000794717386569198 -0.00068108410875817791 0.00085294200960485552 0.00071288978298464454 -0.00071952402100061339 0.00099369994209020989 -0.0010130986088249779 -0.0013398613159187613 9.2724287778898234e-05 0.00058865398491485016 0.00022766718542267548 -0.00085657939539318943 0.00056271787185714899
leaf_weight=0.0012703702724220249 0.0010538842506013215 0.0014118704923343313 0.0010193226127321068 0.0017051656765538778 0.0016973200349801971 0.0013342202396220424 0.0010064012151334012 0.0010232068553097653 0.0010588137354796421 0.001583332799384057 0.0012841631755046712 0.0017552499622411899 0.0010664139865433353 0.0010157047868471067
leaf_count=480 101 315 286 50 140 42 77 53 425 779 92 125 78 78
internal_value=0 4.84311e-05 9.65397e-05 3.31455e-05 8.32509e-05 -2.86197e-08 8.34579e-05 -6.45797e-05 5.02334e-05 -0.00048137 0.000291943 5.89582e-05 -0.000182111 0.000777217
internal_weight=0 0.0182316 0.0169612 0.0155493 0.01453 0.0128327 0.0114985 0.00947635 0.00845314 0.00264215 0.00581099 0.00410583 0.00282166 0.00202211
internal_count=3121 3020 2540 2225 1939 1799 1757 1602 1549 1204 345 295 203 155
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=15
num_cat=0
split_feature=124 133 484 132 133 160 16 42 160 16 4 1 151 16
split_gain=0.000155547 0.000198072 0.000164763 0.000127266 0.000257621 0.000162906 0.000154213 0.000202122 0.000304555 0.000191482 8.93639e-05 0.000108963 8.54358e-05 4.80163e-05
threshold=0.0049200000000000008 0.099660000000000012 -0.0068949999999999992 0.081240000000000021 -0.038089999999999992 -0.080409999999999995 -0.45661999999999997 -1.0000000180025095e-35 0.086870000000000017 -0.071359999999999993 0.052250000000000012 1.0000000180025095e-35 -0.00099499999999999979 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 12 -8 9 13 11 -11 -7 -9
right_child=-2 -3 3 -5 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0006679941934888599 0.00069237115866518711 -0.00080028903032298331 -0.00087632876732800442 0.00068039182393548258 -0.00041176722500691165 -0.00065355728855941869 -0.00042572954694323453 0.00078570919847009951 -0.00028162807996815224 0.00053660994635904263 0.00080757350001190104 -0.00025962889391493288 8.0022556257807002e-05 0.0013554239114042265
leaf_weight=0.0011616709789475802 0.00101441326356336 0.0011284604857358478 0.0010393009584804035 0.0010324918200891884 0.0019277703783867626 0.001021686393348098 0.001161031841993166 0.0010125849172278167 0.0016764661534397624 0.0012154894642785498 0.0010182320902736852 0.0011343113113696512 0.0011544323397348509 0.0010076175359385493
leaf_count=429 72 470 486 181 376 72 248 73 138 90 52 254 64 116
internal_value=0 -5.28133e-05 1.38528e-06 5.53799e-05 7.10975e-06 8.15774e-05 0.000173009 0.000288723 0.000406138 0.000620126 0.000350365 0.000152244 -0.000264393 0.00106987
internal_weight=0 0.0166915 0.0155631 0.0144014 0.0133689 0.0123296 0.0104019 0.00822573 0.0070647 0.00538824 0.00336803 0.0023498 0.00217612 0.0020202
internal_count=3121 3049 2579 2150 1969 1483 1107 971 723 585 396 344 136 189
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=10
num_cat=0
split_feature=52 16 43 159 160 16 4 1 16
split_gain=4.28215e-05 0.000103152 8.90095e-05 0.000101792 0.00011956 0.000120492 0.000117053 6.79084e-05 0.000142804
threshold=-0.28430999999999995 0.23311500000000004 -0.13868499999999997 0.076905000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.0024449999999999997 0.094385000000000011 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=-0.0034868421899694854 -0.0041209535254569558 0.0046962033310556329 -0.0053108030776843913 0.0044644774497477882 0.0065389218957938875 -0.0037400026685311242 -0.0035344041805649949 -0.0015025180889910858 0.0065309419455164474
leaf_weight=0.0010059540423758588 0.0016010909704519778 0.0014277392804984161 0.0013003546267269525 0.0015375554927804002 0.0012172080624104648 0.0015725957028222808 0.0010306323618111696 0.001692849352614224 0.0011312808858479047
leaf_count=344 272 139 604 406 700 266 135 118 137
internal_value=0 0.000267376 -0.000303127 0.000341503 -0.000456403 0.000493612 0.00180627 0.000311854 0.0017155
internal_weight=0 0.0125113 0.0110836 0.00948248 0.00794492 0.00664457 0.00507197 0.00385476 0.00282413
internal_count=3121 2777 2638 2366 1960 1356 1090 390 255
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=11
num_cat=0
split_feature=43 0 1 15 15 51 47 48 3 48
split_gain=4.13394e-05 6.76974e-05 0.000188408 9.69068e-05 0.000155957 0.000177895 8.9344e-05 9.671e-05 7.59549e-05 5.46235e-05
threshold=0.16180500000000003 0.051010000000000007 0.077565000000000009 0.024640000000000006 -0.016799999999999995 -0.076794999999999988 0.086380000000000012 0.086260000000000017 -0.13927999999999999 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -3 -8
right_child=-2 8 3 -5 -6 6 9 -9 -10 -11
leaf_value=-0.0059027019915571998 -0.0035722184868973157 -0.00024164937587490054 -0.0064415060380300787 -0.0042663698604165946 0.0073601146967504794 0.0063349212792785815 -0.0042038174699598396 -3.7549087627991142e-05 0.0067857978873887611 0.0017419282811825438
leaf_weight=0.0016807820816969353 0.0010005919401360449 0.001009922683429032 0.0010693823996162019 0.0011110816730640349 0.0012544757033849255 0.0018380423182102782 0.0010376421351261155 0.0013854874246479881 0.0010310530360986012 0.001012862456746418
leaf_count=1421 218 113 120 367 156 282 107 141 94 102
internal_value=0 0.000275912 -0.000319804 0.000757663 0.00149236 0.000331946 0.00170536 0.00359601 0.00330845 -0.00126687
internal_weight=0 0.0124307 0.0103898 0.00870897 0.00759789 0.00634342 0.00527403 0.00322353 0.00204098 0.0020505
internal_count=3121 2903 2696 1275 908 752 632 423 207 209
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=11
num_cat=0
split_feature=132 133 160 474 3 0 16 1 43 2
split_gain=4.3682e-05 7.44883e-05 0.000183583 0.000196564 0.000119219 0.000115741 0.000202667 0.000119675 0.00010308 4.65167e-05
threshold=0.081240000000000021 -0.0061299999999999992 -1.0000000180025095e-35 0.059400000000000008 -0.13309499999999996 -0.15931499999999996 -0.056919999999999991 0.094090000000000021 -0.061959999999999994 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 9 7 -7 -8 -6
right_child=-2 2 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.0054472146287335311 0.0040601013498573306 -0.010448619174452913 -0.0033355259305803422 0.001553652200335838 0.001628693083958331 0.0032421852913369327 0.0039856324358150726 0.012533200102422478 -0.0040937157878468446 -0.0045353323735218111
leaf_weight=0.0010981178095557141 0.001023924793402557 0.0012631815915049799 0.0017342555519990217 0.0010522370878461237 0.0010329933821339758 0.0010011041481207204 0.0015237934621384445 0.0013973302690999799 0.0011778756194840726 0.0010272380097472028
leaf_count=747 321 503 161 238 66 326 369 197 131 62
internal_value=0 -0.000349061 0.000150347 -0.00499421 0.00148957 0.00265822 0.00431563 0.00865514 0.000463192 -0.00144471
internal_weight=0 0.0123081 0.01121 0.00231542 0.00889459 0.00716033 0.0051001 0.00239843 0.00270167 0.00206023
internal_count=3121 2800 2053 741 1312 1151 1023 523 500 128
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=14
num_cat=0
split_feature=14 157 48 48 51 1 47 151 13 2 1 16 0
split_gain=0.000250042 0.00011627 0.000167695 0.000225689 0.000200125 0.000189091 0.000215601 0.000167979 0.000135057 0.000265682 0.000135701 5.71099e-05 2.2337e-05
threshold=0.062655000000000016 -0.073574999999999988 0.12879500000000002 0.092475000000000016 0.08955500000000001 0.12500000000000003 0.092710000000000015 -0.024429999999999997 0.0076650000000000008 0.10327000000000001 0.080585000000000004 0.15273500000000004 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 10 -9 -10 -5
right_child=-2 2 -4 12 -6 -7 -8 8 11 -11 -12 -13 -14
leaf_value=0.00050625644184395071 -0.0009035923315214643 0.00061183887917286826 -0.00070403275117234313 0.00080080630007689458 -0.00077459391741371451 0.00062349142453523086 -0.00087356928483661007 0.0007754338037270533 -0.00080664221642794717 -0.00055601021522275196 -4.9747232881676071e-05 -0.00018444911743832639 0.00041443390002781488
leaf_weight=0.0016419325182697843 0.0010187050532871602 0.001376722956422655 0.0011059232438729019 0.0010336054070751999 0.0011883770045767088 0.0015384741245239872 0.0010285845834412839 0.0015838247340796436 0.0010051248842238292 0.0014447851748188786 0.0011927373458513815 0.0010094424891252396 0.00100996393027153
leaf_count=398 104 221 78 38 215 178 114 749 176 207 344 93 206
internal_value=0 4.02213e-05 -1.24871e-05 4.45377e-05 -5.7086e-05 2.66758e-05 -7.95806e-05 2.76995e-05 -0.000101263 8.65839e-05 0.000420958 -0.000494879 0.000609855
internal_weight=0 0.0161595 0.0145176 0.0134116 0.0113681 0.0101797 0.00864122 0.00761264 0.00623591 0.00422135 0.00277656 0.00201457 0.00204357
internal_count=3121 3017 2619 2541 2297 2082 1904 1790 1569 1300 1093 269 244
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=13
num_cat=0
split_feature=14 147 52 52 4 157 0 42 15 47 13 15
split_gain=0.000188514 0.000119298 0.000199526 0.000118618 0.000195141 0.000152216 0.000240256 0.000233938 0.000180336 0.000144045 0.000105989 0.000104863
threshold=0.054835000000000009 1.0000000180025095e-35 0.25317500000000004 0.11008000000000001 -0.46376499999999993 -0.073574999999999988 -0.019414999999999998 -0.0060199999999999993 -0.095869999999999983 0.090100000000000013 -0.084034999999999985 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -9 -10 -12
right_child=-2 -3 -4 -5 5 6 -8 8 10 -11 11 -13
leaf_value=-0.00070745263248980653 -0.00073829820811477907 0.00049372580712762589 -0.00073472656126879912 0.00052970903740202826 0.00065385012033637355 -0.00087560459886503069 0.00057254298666924261 -0.00079563836042488231 0.00060690849098771031 -6.634180337171177e-06 0.00031779990740143563 -0.00039245521989331042
leaf_weight=0.0011035960725560576 0.0010100000197904016 0.0015660160822005267 0.0010726218176317715 0.0013771859318951621 0.0011712698427734933 0.0011234808790656662 0.0017541371847249092 0.0012485807778946929 0.0014011502591074641 0.0016007525463909253 0.0014618197848894473 0.001107644047493926
leaf_count=155 110 167 305 202 282 644 109 161 375 121 203 287
internal_value=0 3.7308e-05 -1.22514e-05 4.57985e-05 -9.86567e-06 6.09657e-05 -1.06428e-05 -0.000139427 -1.81531e-05 -0.000352377 0.000221687 1.16232e-05
internal_weight=0 0.0159883 0.0144222 0.0133496 0.0119724 0.0108688 0.00969757 0.00794343 0.00681995 0.00284933 0.00397061 0.00256946
internal_count=3121 3011 2844 2539 2337 2182 1900 1791 1147 282 865 490
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=11
num_cat=0
split_feature=47 42 475 43 52 147 1 4 0 13
split_gain=4.24792e-05 7.18156e-05 0.000103196 0.00012589 8.98546e-05 9.08333e-05 0.000104344 0.000162898 0.000140372 3.86161e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15582499999999996 0.11434500000000002 0.087210000000000024 0.094385000000000011 -0.0016099999999999997 -0.14920999999999998 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -8 -5
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11
leaf_value=-0.0035517913462999595 -0.0034361150883279344 -0.0041180912555824475 0.0072480667718408326 0.00027620483113744131 -0.0043752398415961291 -0.0035405207922069725 2.6496350947964993e-05 -0.0056969026812517471 0.008064094311064569 0.0049939848672962408
leaf_weight=0.0014215653872647 0.0011023026286374879 0.0012504011095824307 0.0010979939049360369 0.0010785729773612339 0.0010204136874758987 0.0010634942212615073 0.0012370049686841744 0.001109072471392419 0.0017271415590818279 0.0012339644112464914
leaf_count=849 65 448 96 312 333 92 70 223 341 292
internal_value=0 0.0002968 0.000802531 0.00144561 0.000693387 0.0013877 0.00220845 4.15093e-05 0.00470982 0.0027936
internal_weight=0 0.0122396 0.0108181 0.00956766 0.00846966 0.00744925 0.00638576 0.00342161 0.00296415 0.00231254
internal_count=3121 3056 2207 1759 1663 1330 1238 827 411 604
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=11
num_cat=0
split_feature=457 11 48 3 15 51 0 0 2 2
split_gain=3.91464e-05 7.45045e-05 9.6688e-05 0.000190798 0.000124233 0.000153793 9.66314e-05 0.000138883 5.19942e-05 0.000116566
threshold=0.091015000000000013 0.081365000000000007 0.082620000000000013 0.0051600000000000005 -0.016799999999999995 -0.025069999999999999 -0.11013499999999998 -0.053834999999999994 0.096540000000000015 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 -8 -7 -10
right_child=-2 -3 3 -5 5 8 7 -9 9 -11
leaf_value=-0.0066642193768294711 0.0028256315407303298 -0.0042190329639032265 0.0081291962053530297 -0.00055240148395325551 0.0060235757759185566 -0.0029757657284668199 0.0029431494593745518 -0.0049866256095152045 0.0048649354496165175 -0.0023203513899518208
leaf_weight=0.0012022692289954326 0.0011217008363048836 0.0010930251514694464 0.0010219509544326265 0.0016869878245612258 0.0011301303913305309 0.0014686023104857776 0.0010934074385447249 0.0011281665264062746 0.0010137998031560427 0.0012897037607162154
leaf_count=151 143 175 367 147 182 1073 550 138 76 119
internal_value=0 -0.000270358 0.00012076 0.00272274 -0.00072581 0.0008928 -0.00304333 -0.00108377 -0.000644391 0.00084198
internal_weight=0 0.012128 0.011035 0.00270894 0.00832608 0.00490224 0.00342384 0.00222157 0.00377211 0.0023035
internal_count=3121 2978 2803 514 2289 1450 839 688 1268 195
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=13
num_cat=0
split_feature=14 157 48 16 133 0 15 0 1 13 52 151
split_gain=0.00027106 0.000124579 0.000130652 0.000157377 0.000138439 0.000187166 0.000202781 0.000218634 0.000351088 0.000198452 0.00019454 6.52093e-05
threshold=0.062655000000000016 -0.073574999999999988 0.12879500000000002 -0.5048999999999999 0.099660000000000012 -0.019414999999999998 -0.14147499999999996 -0.10607499999999999 0.10887500000000001 0.11217000000000001 0.083680000000000018 -0.0062849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 11 -7 -9 -8
right_child=-2 2 -4 4 -6 9 7 10 -10 -11 -12 -13
leaf_value=0.00049192585299618751 -0.00090905413940461878 0.00050259905160203596 -0.00060211025881347195 -0.00080093443855675948 -0.00067186112175662534 3.6842889149367595e-05 0.0002354608571136302 -0.00067294611842072505 0.0011925461943924132 0.00099271440884596729 0.00026730129336746173 -0.00039176660664404608
leaf_weight=0.0017258650915509812 0.0010061958364456216 0.0019423612364711336 0.0010969779164971211 0.0012028028778706739 0.0010107029544218571 0.0018142310756297094 0.0010220643524989498 0.0019697331687983538 0.0010032017644893559 0.001100619938757319 0.0010716285336770555 0.0010701522489114114
leaf_count=398 104 177 78 214 429 197 58 765 51 32 527 91
internal_value=0 4.11996e-05 -1.31815e-05 3.57333e-05 -4.47648e-05 1.70434e-05 -0.000134159 -3.47184e-06 0.000328799 0.000397771 -0.000341648 -8.5361e-05
internal_weight=0 0.0160303 0.0143045 0.0132075 0.0112651 0.0102544 0.00733958 0.00613678 0.00309542 0.00291485 0.00304136 0.00209222
internal_count=3121 3017 2619 2541 2364 1935 1706 1492 200 229 1292 149
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=11
num_cat=0
split_feature=4 2 47 43 0 0 13 52 2 52
split_gain=4.75778e-05 9.67616e-05 7.55419e-05 0.000100267 9.92086e-05 8.38207e-05 8.67312e-05 6.14878e-05 0.000102616 8.25524e-05
threshold=0.0061450000000000003 0.10855000000000002 0.092530000000000015 -0.074359999999999996 -0.21861499999999998 -0.13455999999999999 0.038215000000000006 -0.087769999999999987 0.086950000000000013 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 -2 -6 -7 -1 -9 -10
right_child=2 -3 3 -5 5 6 -8 8 9 -11
leaf_value=-0.0056519065490981957 0.0062178299195721019 0.0024045793463422453 0.0021554221184926581 -0.0048006291127285642 -0.0030650744256093751 0.0050517510159461135 -0.0010140369374512248 0.0022076154244805206 -3.1748356156872869e-05 -0.0062299918004802999
leaf_weight=0.0010444397501900354 0.0011438670586887416 0.001607943197553828 0.0010124853701958161 0.0011664018203078263 0.0010611892711260289 0.0013896378579877104 0.0011082633176387469 0.001416415548083882 0.0010514252098306346 0.0012074831422446593
leaf_count=443 65 269 62 126 114 433 87 880 329 313
internal_value=0 -0.00102181 0.000921105 -0.00156829 0.00207445 0.000742791 0.0023605 -0.00218913 -0.00120509 -0.00334497
internal_weight=0 0.00632771 0.00688184 0.00217889 0.00470296 0.00355909 0.0024979 0.00471976 0.00367532 0.00225891
internal_count=3121 2234 887 188 699 634 520 1965 1522 642
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=10
num_cat=0
split_feature=376 4 52 47 15 52 51 52 12
split_gain=4.47908e-05 7.10186e-05 0.000101106 9.40584e-05 0.00013982 5.79868e-05 6.35704e-05 0.000125638 4.11818e-05
threshold=0.048375000000000008 0.0061450000000000003 -0.049749999999999996 0.092710000000000015 -0.10203999999999998 -0.088204999999999992 0.087505000000000013 0.091820000000000013 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 7 8 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0057741716842832991 0.0035983794394336883 0.0051139939487862664 -0.0034328667964573477 -0.0048920519496107543 0.00477751092086062 0.0057232061682539956 -0.0051661249376880585 -0.0053397716318552921 0.00039658767571751569
leaf_weight=0.0012352965699226484 0.001212939917223997 0.0017276163548281933 0.0013954152926490696 0.0013338632009721532 0.0019089895998070008 0.0011081983748239235 0.0010438434107992527 0.0010148839110569264 0.0011490321096923311
leaf_count=507 166 198 213 138 264 116 277 390 852
internal_value=0 -0.000378188 0.001043 -0.00047332 0.00131036 -0.00200793 -0.000929975 0.000421407 0.00301172
internal_weight=0 0.0119171 0.00636588 0.00463827 0.0033044 0.00555125 0.00431596 0.00327211 0.00225723
internal_count=3121 2955 813 615 477 2142 1635 1358 968
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=10
num_cat=0
split_feature=52 376 157 160 4 52 49 16 0
split_gain=4.27114e-05 0.000101419 6.49457e-05 8.02717e-05 6.50774e-05 7.28354e-05 0.000193294 6.0867e-05 5.35396e-05
threshold=-0.26636999999999994 0.048375000000000008 -0.077384999999999995 -1.0000000180025095e-35 0.24564500000000003 0.077655000000000016 -0.047584999999999995 -0.5315899999999999 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6 -7
right_child=1 -3 3 4 7 8 -8 -9 -10
leaf_value=-0.0042873271823733435 0.0043791330158161682 0.0067289799721766304 -0.0056498138879289995 0.0023506222891680559 -0.00039619596299517206 0.0048527381939096909 -0.0081639111169649267 0.0060819015819936918 -0.001990289396302445
leaf_weight=0.0010200710218128762 0.001257900955792827 0.001075815778877544 0.0014246970072351482 0.0015053771192198905 0.0014491232210867011 0.0011678935240943822 0.0018418251992647402 0.0013068772881867563 0.0010102781480112455
leaf_count=354 282 163 669 135 92 581 621 177 47
internal_value=0 0.000351448 -0.000274333 -0.00087742 -5.63948e-05 -0.00141912 -0.00343508 0.00267568 0.00167881
internal_weight=0 0.0120398 0.010964 0.00970607 0.00828137 0.00552537 0.0033472 0.002756 0.00217817
internal_count=3121 2767 2604 2322 1653 1384 756 269 628
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=14
num_cat=0
split_feature=14 484 42 1 43 3 4 16 14 49 48 0 15
split_gain=0.000151402 9.88643e-05 0.000105196 0.000131096 0.000126243 0.000257107 0.000163295 0.000150918 0.000106074 0.000151611 0.000143948 0.000153204 2.45917e-05
threshold=0.054835000000000009 0.085515000000000022 -1.0000000180025095e-35 0.11588000000000001 -0.052894999999999991 -0.075944999999999985 -0.076779999999999987 0.22339500000000004 -0.073114999999999986 0.0093850000000000027 0.086260000000000017 -0.098289999999999975 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -6 10 11 12 -10
right_child=-2 -3 4 -5 7 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00084481352865801876 -0.00072309615687388108 0.00050631829706835306 0.000558708563848115 9.3877854767237333e-05 -0.0005353070171706558 0.0011947730225161145 -0.00045800745286482601 -0.00073214797676135522 0.00072057778982616402 0.00080130919940726104 -0.00045637456862964609 -0.00028554739630210131 0.00032030941004385733
leaf_weight=0.001142643875666865 0.0010145176305680894 0.0015362564551284234 0.0011261321957179438 0.001059677960803862 0.001030298064585101 0.0010038546827943395 0.0012120506910921827 0.001077572467147612 0.0011538693999624261 0.0010394952781719105 0.0017359956924802768 0.0013957938348447782 0.001115626457998994
leaf_count=751 110 331 53 47 70 319 469 156 75 86 113 478 63
internal_value=0 4.32446e-05 -7.23431e-06 -0.000393149 6.42425e-05 0.000381034 3.16705e-05 -5.9605e-05 3.73976e-05 0.00012901 -3.76071e-07 0.000215599 0.000523816
internal_weight=0 0.0156293 0.014093 0.00220232 0.0118907 0.00334204 0.00233818 0.00854865 0.00747108 0.00644078 0.00540129 0.00366529 0.0022695
internal_count=3121 3011 2680 798 1882 841 522 1041 885 815 729 616 138
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=13
num_cat=0
split_feature=14 147 52 52 4 0 157 13 3 0 15 12
split_gain=0.000250146 0.000109431 0.000126385 0.000123367 0.000277763 0.000179573 0.000265052 0.000200824 0.000223455 0.000158577 0.000120698 6.44581e-05
threshold=0.062655000000000016 1.0000000180025095e-35 0.25317500000000004 0.11008000000000001 -0.49013999999999996 -0.019414999999999998 -0.066144999999999995 -0.084034999999999985 0.097915000000000016 -0.10607499999999999 -0.093244999999999981 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 10 9 -9 -8 -7
right_child=-2 -3 -4 -5 5 11 7 8 -10 -11 -12 -13
leaf_value=-0.0009152259729022299 -0.00088033922652148142 0.00049997330042458106 -0.00059466474465028724 0.00055662035038364784 0.00083424624870748014 0.00086688601877010557 -0.00014355009391749075 0.00022264991324426805 -0.00098930255338051465 -0.00050281201555791265 0.00064546976611007032 0.00023989476972646162
leaf_weight=0.0010223633100041622 0.0010113814284074532 0.0015873566818070941 0.0010884077802428881 0.0013973120285059671 0.0010038867221098266 0.0010342390772946517 0.0012319266516770859 0.0019933000486298006 0.0013560974929003322 0.0019617963144370164 0.0013155618941916684 0.0011214383867885758
leaf_count=145 104 167 305 202 271 88 176 142 55 1058 356 52
internal_value=0 4.83859e-05 -9.61061e-07 4.71261e-05 -1.20007e-05 7.1808e-05 -4.22447e-05 -0.00015421 -0.00035476 -0.000137192 0.000263912 0.000540709
internal_weight=0 0.0161137 0.0145263 0.0134379 0.0120406 0.0110182 0.00886257 0.00785868 0.00531119 0.0039551 0.00254749 0.00215568
internal_count=3121 3017 2850 2545 2343 2198 2058 1787 1255 1200 532 140
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=13
num_cat=0
split_feature=14 484 42 1 40 160 151 3 0 3 4 42
split_gain=0.000165659 0.000109885 9.7927e-05 0.00015739 0.000106522 0.000191039 0.000194167 0.000144302 0.000226702 0.000195044 0.000137666 4.30355e-05
threshold=0.054835000000000009 0.084040000000000017 -1.0000000180025095e-35 0.11588000000000001 -0.0067649999999999993 -1.0000000180025095e-35 -0.084129999999999996 -0.074084999999999998 -0.073574999999999988 0.096675000000000011 0.058735000000000009 0.084695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 10 9 -9 11 -8
right_child=-2 -3 4 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.00086283193750554368 -0.00073403441051078135 0.00049174955084751114 0.00055825652993236918 0.00014210300881559041 -0.00067720465113485951 -0.0006452777556486426 0.00042666706599949579 -0.00030797178957836274 -0.00075609105132922144 0.00058697088131821592 0.00090764600926670938 -0.00010620760752579675
leaf_weight=0.0011076130141083147 0.0010121198355825247 0.0016270985305111728 0.0012588734556904868 0.0010239106549487786 0.0012868945664441115 0.0010979989485515361 0.0010381650937439145 0.0014564941011894934 0.001119165529799313 0.0019370905325247906 0.0014230527304121554 0.0010315004407438478
leaf_count=742 110 356 228 47 481 115 151 101 146 107 92 445
internal_value=0 3.76433e-05 -1.59732e-05 -0.000380096 5.06523e-05 -1.08479e-05 8.33503e-05 0.000183286 -3.49531e-05 0.00020287 0.000465261 0.000161088
internal_weight=0 0.0154079 0.0137808 0.00213152 0.0116492 0.0103904 0.00910347 0.00800547 0.00451275 0.00339358 0.00349272 0.00206967
internal_count=3121 3011 2655 789 1866 1638 1157 1042 354 208 688 596
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=10
num_cat=0
split_feature=15 1 16 4 0 1 16 52 2
split_gain=3.90543e-05 5.34238e-05 7.57341e-05 0.000113023 0.000111089 0.000108489 0.000205739 0.000155132 8.73128e-05
threshold=0.095175000000000023 0.13686500000000004 -0.008904999999999998 -0.49405499999999997 -0.060129999999999996 0.11212500000000002 -0.5048999999999999 -0.013374999999999998 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -8 -9
right_child=-2 -3 3 4 -6 -7 7 8 -10
leaf_value=0.0068231730804593606 -0.0034793255007973447 0.0040960057502473016 -0.0033596657031563972 -0.00037691829650860907 0.0064714839863551435 -0.0052224044083306036 0.0026652576017144026 -0.0015185225717943311 -0.0090280844753245614
leaf_weight=0.0011798368022919751 0.001033174620366238 0.0011482597760518075 0.0011147551725024241 0.0014527981892008802 0.0018692003993029025 0.0018313684861182289 0.0014030900505788086 0.0010653560376996602 0.0010720331163417505
leaf_count=118 387 154 143 579 180 189 259 380 732
internal_value=0 0.000283149 -0.000115283 0.00175888 0.0034765 -0.00138445 0.000104581 -0.00213434 -0.00528503
internal_weight=0 0.0121367 0.0109884 0.00443675 0.003322 0.00655168 0.00472032 0.00354048 0.00213739
internal_count=3121 2734 2580 902 759 1678 1489 1371 1112
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=10
num_cat=0
split_feature=52 16 43 159 49 16 48 0 1
split_gain=4.48475e-05 9.13041e-05 9.053e-05 8.44114e-05 8.39228e-05 7.64768e-05 0.000103941 6.82802e-05 5.18563e-05
threshold=-0.26636999999999994 0.23311500000000004 -0.13868499999999997 0.076905000000000015 0.093655000000000002 -0.056919999999999991 0.085845000000000019 -0.083914999999999976 0.097290000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0040397940247095913 -0.0047720461745670096 0.0052522491325441472 0.0070331692927564343 0.004861507936664713 0.0047644574700264281 -0.0046338575403030357 -0.0047389853586881003 -0.0020595700862649693 0.00093326448937518789
leaf_weight=0.0010298024742597276 0.0015572949725907318 0.001353860337337102 0.0011388827541237117 0.0014845371832507082 0.0010990259668245128 0.0019047701151482434 0.0012759657675645193 0.0011200402979460867 0.0011155346745636719
leaf_count=354 272 130 408 406 221 571 134 500 125
internal_value=0 0.00033226 -0.000290491 0.000473191 -0.000377924 -0.00124008 0.000149978 0.00199862 0.0040148
internal_weight=0 0.0120499 0.0106961 0.00913876 0.00765422 0.00655519 0.00465042 0.00337446 0.00225442
internal_count=3121 2767 2637 2365 1959 1738 1167 1033 533
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=11
num_cat=0
split_feature=47 4 12 0 0 42 16 0 12 15
split_gain=4.13182e-05 7.68843e-05 9.3445e-05 0.000103632 9.45866e-05 0.000167693 9.27016e-05 0.000104082 6.81015e-05 0.000163428
threshold=0.13148500000000005 0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.10151999999999999 0.083995000000000014 -0.013324999999999998 -0.15350499999999997 0.096210000000000004 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 -3
right_child=-2 8 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0042265317913283461 -0.0033447356360890206 0.0057199261379131646 -0.005087259023581106 0.0042262830119514944 -0.0077909364588324755 0.001684249378084024 0.0055305432051914729 0.0032232200533180771 0.0061386680934712168 -0.0042657826479624815
leaf_weight=0.0013425413520515295 0.0010854202001320682 0.0010445532634178853 0.0012552019989716017 0.0015872705243810126 0.0013541194384561848 0.0010630727815515654 0.001010431295853517 0.0010781173348744372 0.0011472109681559539 0.0010456989468987797
leaf_count=105 65 214 391 146 785 966 107 145 71 126
internal_value=0 0.000294149 -0.000580814 0.000179923 -0.000918292 -0.00362378 0.000987718 -0.000908548 0.00264293 0.000724335
internal_weight=0 0.0119282 0.00869075 0.00743555 0.00584828 0.00241719 0.00343109 0.00242066 0.00323746 0.00209025
internal_count=3121 3056 2645 2254 2108 1751 357 250 411 340
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=14
num_cat=0
split_feature=14 0 0 15 15 13 43 16 49 49 13 1 3
split_gain=0.000231526 0.000102157 0.000338161 0.000181953 0.000161727 0.000158213 0.000178539 0.000183356 0.000144433 0.000120615 9.50625e-05 4.71677e-05 3.69798e-05
threshold=0.062655000000000016 -0.10607499999999999 -0.075359999999999996 -0.095869999999999983 -0.072289999999999979 0.11596500000000001 -0.067199999999999996 0.22339500000000004 -0.073374999999999982 0.0034800000000000005 0.27266500000000005 0.089770000000000016 -0.079864999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 9 -4 6 -6 -8 -5 -1 -7 -10 -3
right_child=-2 2 4 8 5 10 7 -9 11 -11 -12 -13 -14
leaf_value=0.00017049539055470864 -0.00082545262433528839 -0.00094135412753087501 0.00072450785915688886 2.1575222256802402e-05 0.00032991013262650666 0.00077863179057662088 -0.00011386348760993595 -0.0010605749953790319 0.00046864209437124548 -0.00055921844558606273 2.669792675396601e-05 0.00097964174297661844 -0.0004644519062352515
leaf_weight=0.0019332326815266893 0.0010071621063808536 0.0010338507221717666 0.001143011159383033 0.0013304930363470108 0.0013264074897043235 0.001029297066419077 0.0017534061762024705 0.0010209259034902191 0.0010135626304168524 0.0011331860405294561 0.0010937957548957655 0.0013010179578194087 0.0010175523827981162
leaf_count=118 104 1116 276 84 179 39 279 166 50 122 21 100 467
internal_value=0 5.22181e-05 -6.7091e-05 0.000219645 0.000110487 -2.2778e-06 -0.000206017 -0.000462244 0.000487846 -9.91682e-05 0.000391243 0.000755873 -0.000704798
internal_weight=0 0.0161297 0.00941825 0.00671149 0.00736684 0.00622383 0.00410074 0.00277433 0.00364507 0.00306642 0.00212309 0.00231458 0.0020514
internal_count=3121 3017 2543 474 960 684 624 445 234 240 60 150 1583
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=14
num_cat=0
split_feature=14 147 48 52 2 48 12 13 15 47 12 457 2
split_gain=0.000298287 0.000125154 0.000181145 0.000156569 0.000217863 0.000259575 0.000202357 0.000190841 0.000157535 0.000300344 0.000150522 6.17165e-05 3.7919e-05
threshold=0.062655000000000016 1.0000000180025095e-35 0.12879500000000002 0.11434500000000002 0.098035000000000011 0.09111000000000001 0.10345000000000001 -0.10278499999999999 -0.016799999999999995 0.092530000000000015 0.084100000000000022 0.032140000000000009 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 8 -6 9 11 -10 -1 -9
right_child=-2 -3 -4 -5 5 -7 -8 12 10 -11 -12 -13 -14
leaf_value=-0.00033711982722152049 -0.00090279999363522307 0.00052049097299155633 -0.00064846534690108379 -0.00043339236414086991 0.0006925479510662086 0.0011335825227952209 0.00060402263627340892 9.3256178435443317e-05 0.00043398467735355573 -0.0011155676692926361 -0.00036377977600317535 0.00026894473526876673 -0.00036597007127980413
leaf_weight=0.0010073044078785605 0.0010461012539431649 0.0015886490651046961 0.0011792795954361024 0.0016958817793035355 0.0013947722795023682 0.0011725181605007082 0.0011885460573720884 0.0011107698001340972 0.0017688275994728201 0.0012468947050951439 0.0012057124435589728 0.0010303802948363194 0.0010703035965262814
leaf_count=342 104 167 81 453 72 118 112 206 197 163 790 94 222
internal_value=0 5.56806e-05 6.68509e-06 6.23006e-05 0.000131228 0.000422668 -5.4584e-05 0.000189559 -0.000179647 -0.000442511 0.000110616 -3.06558e-05 -0.000132097
internal_weight=0 0.0166598 0.0150712 0.0138919 0.012196 0.00474836 0.00744767 0.00357585 0.00625912 0.00328458 0.00297454 0.00203768 0.00218107
internal_count=3121 3017 2850 2769 2316 618 1698 500 1586 599 987 436 428
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=14
num_cat=0
split_feature=14 124 123 133 3 0 16 52 41 1 0 0 4
split_gain=0.000358046 0.000100964 0.000256185 0.000204322 0.000169149 0.000288602 0.000168805 0.00018591 0.00011348 0.000104239 0.000153313 9.35082e-05 8.56489e-05
threshold=0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.095000000000000015 -0.12018999999999998 -0.053834999999999994 -0.27167499999999994 0.0031350000000000002 0.075585000000000013 0.11323000000000001 -0.23051499999999997 0.10455500000000001 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 9 11 10 -8 -1 -12
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.00096448939627186495 -0.0010224383002245276 0.00059238647362448802 0.00088538358061064366 -0.0007955556643275167 -0.00047111393025846163 -0.00077639002098512581 0.00038889711636628382 0.00070694822466412898 -0.00010605023275179008 0.00040122669471017179 -9.3192597372817606e-05 0.00023099698920342723 -0.00080015869159494302
leaf_weight=0.001102767268226887 0.0010279265283764652 0.0010463925615223314 0.0010081733625562665 0.0010485829766442118 0.0015982296281129042 0.0016449655240097227 0.0010125526804785076 0.0015570552796532033 0.0010680380748935292 0.0013937771425238665 0.0010754636709816522 0.0010899939902122568 0.0010865281326472441
leaf_count=98 101 77 215 467 182 214 32 681 67 87 607 89 204
internal_value=0 5.93969e-05 2.14212e-05 -4.22596e-05 2.02845e-05 -0.00010097 4.288e-05 0.000176991 0.00036866 -3.63827e-06 -0.000181393 0.00059988 -0.000448485
internal_weight=0 0.0157325 0.0146861 0.013678 0.0126294 0.00936857 0.00772361 0.00612538 0.0032608 0.00456832 0.00317454 0.00219276 0.00216199
internal_count=3121 3020 2943 2728 2261 2007 1793 1611 254 930 843 187 811
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=14
num_cat=0
split_feature=14 1 0 4 157 14 15 15 0 48 0 2 3
split_gain=0.000322073 0.00013226 0.000176151 0.000139246 0.000296099 0.000166703 0.000260423 0.000190672 0.000206548 0.000259364 0.00014812 0.000104777 6.79175e-05
threshold=0.076175000000000007 0.077565000000000009 -0.084044999999999995 -0.17966999999999997 -0.06266999999999999 -0.10708499999999999 -0.14755499999999996 -0.095869999999999983 -0.10474999999999998 0.085130000000000025 -0.033209999999999996 0.10097500000000002 -0.084724999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 -8 9 -9 -10 12 -4
right_child=-2 3 11 4 5 6 7 8 10 -11 -12 -13 -14
leaf_value=-0.00085105490649204675 -0.0010045535438683193 -0.00048333020534178472 -6.0882612705531267e-05 0.0010703572342594253 -0.00053431270863893432 0.0010605172056648115 -0.00040949636285655022 0.0012300887048709512 -0.00050739984264669977 8.8685987155411053e-05 0.00037605157437140994 -0.00033231395035888993 0.00059953189769925601
leaf_weight=0.0010671289655444669 0.0010129472710024836 0.001021084061332723 0.0010441285748238867 0.0011843328955845342 0.0011585562031328637 0.0010107010769986316 0.0019213368531867843 0.0012109078425071333 0.0013898841618261218 0.0014185573380601779 0.0011282598620761281 0.0018539791477408876 0.0010007253564473532
leaf_count=795 101 182 281 160 96 175 105 84 488 73 43 275 263
internal_value=0 4.79408e-05 -0.000198932 0.000155072 0.000217615 0.000108294 0.000200439 7.74665e-05 0.000259225 0.000614319 -0.000111568 -2.04435e-05 0.000262316
internal_weight=0 0.0164096 0.00496596 0.0114436 0.0104225 0.0092382 0.00807965 0.00706895 0.00514761 0.00262947 0.00251814 0.00389883 0.00204485
internal_count=3121 3020 1614 1406 1224 1064 968 793 688 157 531 819 544
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=15
num_cat=0
split_feature=14 147 11 3 2 124 16 52 13 2 0 0 160 4
split_gain=0.000353001 0.000155354 0.000201773 0.000161002 0.000366086 0.000173858 0.000213385 0.000253639 0.000232785 0.000204356 0.000225002 0.000204015 0.000142318 6.44677e-05
threshold=0.076175000000000007 1.0000000180025095e-35 0.087830000000000005 -0.12018999999999998 0.10699500000000002 0.0049200000000000008 0.26676500000000009 0.15116000000000002 -0.28558999999999996 0.11215000000000001 -0.10607499999999999 -0.059114999999999994 0.086870000000000017 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -5 10 12 -12 13 -10
right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-9.1735781178150908e-05 -0.00099512951107941943 0.00056742778952991683 -0.00073956157552772803 0.00079209967852870999 0.0012653953242520181 0.00065292834805443531 -0.00074030810856325524 -0.00082895799832680768 0.00098823916939689725 -0.00062662968230788453 -0.00070770307146252563 0.00031182751208734424 -0.00010814278763605572 0.00038724404682570094
leaf_weight=0.0015145821218904816 0.0010449884150809377 0.0015802271364930833 0.0010580723166029324 0.0012296094237273939 0.0010006526223476087 0.0010102149614358404 0.0013850384091797811 0.001015409921647884 0.0010395486097776771 0.001391547525466854 0.0014178692756945657 0.0010252403994472675 0.0010396756130380824 0.0011283958022394458
leaf_count=103 101 167 106 114 47 68 258 332 52 182 1398 85 65 43
internal_value=0 4.77579e-05 -6.07042e-06 4.85921e-05 0.000448181 -3.74387e-05 -0.000102787 -7.71187e-06 9.30997e-05 -2.89485e-05 0.000118236 -0.000279861 0.000421451 0.000675427
internal_weight=0 0.0168361 0.0152559 0.0141978 0.00251523 0.0116825 0.0106723 0.0092873 0.00827189 0.00704228 0.00565073 0.00244311 0.00320762 0.00216794
internal_count=3121 3020 2853 2747 150 2597 2529 2271 1939 1825 1643 1483 160 95
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=9
num_cat=0
split_feature=475 42 43 0 0 3 16 0
split_gain=4.15882e-05 7.15192e-05 8.49784e-05 0.000144706 9.08092e-05 0.000106529 8.64476e-05 9.39501e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.067199999999999996 -0.061629999999999997 -0.10151999999999999 -0.116045 -0.071359999999999993 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -4
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=-0.0028976324912197565 -0.0029708378453047616 -0.00034826502801355236 -0.0025765996566664258 0.0079266790750464351 0.0011903494565741449 -0.0051909585737017275 0.0060612358707560106 0.00390021575774511
leaf_weight=0.0014231312200839322 0.0017756851481778137 0.0014028635127218288 0.0016982683343528815 0.0012965062638492565 0.001549684272616151 0.001806353109868061 0.001077691688083306 0.0012321701763282136
leaf_count=501 809 594 113 139 88 654 78 145
internal_value=0 0.000333065 0.00091603 0.00362619 -7.73914e-05 -0.00224432 0.001737 0.000146726
internal_weight=0 0.0118392 0.0100635 0.00269937 0.00736417 0.00335604 0.00400813 0.00293044
internal_count=3121 2620 1811 733 1078 742 336 258
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=14
num_cat=0
split_feature=14 48 1 12 2 3 1 12 16 2 4 4 2
split_gain=0.000218908 0.000119769 0.000152769 0.00018293 0.000289043 0.00012314 0.000114943 0.000191025 0.000123243 0.00018875 0.000100666 7.04415e-05 1.71298e-05
threshold=0.057600000000000005 -0.064549999999999982 0.12500000000000003 0.09857500000000001 0.073895000000000002 0.11296500000000002 0.10538500000000002 0.090840000000000018 0.058835000000000005 0.093175000000000022 0.23246000000000003 0.40945500000000007 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 8 9 12 -5 -8 -6
right_child=-2 2 5 10 6 -7 11 -9 -10 -11 -12 -13 -14
leaf_value=0.00062824721189401109 -0.00085957742633123153 -0.0006643223481099757 0.00081916654296803758 -0.0010114171459274703 0.0002258571112581946 -2.3956049375135327e-05 0.00088874687569117923 0.00059829203024217589 -0.00063842461297672511 -0.00052445145334576923 -0.00018313042583174605 0.0001929272215608264 0.00057364617517470398
leaf_weight=0.001150181700044879 0.001016647571560835 0.0018247567910954421 0.0013131676464379341 0.0010444977782591664 0.0010077182820781294 0.0011577583967510019 0.0010586331939392846 0.0015987995175758335 0.0013426979835005947 0.0012882484151598567 0.0010401895189651178 0.0010095950975600038 0.0010043379515623594
leaf_count=150 107 517 141 361 546 114 109 357 194 163 36 64 262
internal_value=0 4.25811e-05 -3.27345e-06 -8.96975e-05 1.48851e-05 0.000424119 0.000164029 3.64396e-05 -0.000157032 3.8818e-05 -0.00059813 0.000549086 0.000399459
internal_weight=0 0.0158406 0.0146904 0.0122195 0.0101348 0.00247093 0.00831003 0.0062418 0.004643 0.0033003 0.00208469 0.00206823 0.00201206
internal_count=3121 3014 2864 2609 2212 255 1695 1522 1165 971 397 173 808
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=10
num_cat=0
split_feature=1 42 13 0 2 13 2 2 0
split_gain=4.31017e-05 0.000105443 9.65914e-05 8.73572e-05 8.47695e-05 0.000111599 9.6449e-05 7.79528e-05 7.3938e-05
threshold=0.12500000000000003 0.092620000000000022 0.10935500000000002 -0.053834999999999994 0.098035000000000011 -0.084319999999999992 0.084245000000000014 0.11389000000000002 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -7 8 -6
right_child=3 -3 -4 -5 7 6 -8 -9 -10
leaf_value=-0.0075368395971147067 0.0062600908312935195 -0.005292468994845141 0.0051320582685386298 -0.00097840292718347687 0.0067688112074088813 0.002324452277699961 -0.0039119639815698715 -0.0022027544542980049 -0.00010553882919427194
leaf_weight=0.0010850743021289027 0.001086612422780174 0.0014437961326463399 0.0012413141005865125 0.0013331002155577902 0.0012802373258034867 0.0018996056268581376 0.0016760777107702447 0.0012068543783950378 0.0010010891708738257
leaf_count=541 163 548 158 116 252 440 629 169 105
internal_value=0 -0.000525045 0.000207969 0.00227216 -0.000542109 -0.00221407 -0.000598826 0.00169189 0.00375222
internal_weight=0 0.010834 0.00939025 0.00241971 0.00814894 0.00466076 0.00357568 0.00348818 0.00228133
internal_count=3121 2842 2294 279 2136 1610 1069 526 357
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 52 4 151 2
split_gain=3.86696e-05 9.34225e-05 7.04332e-05 8.47608e-05 0.000120576 8.44682e-05 0.000162556 7.07233e-05 9.78879e-05
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 0.079915000000000014 -0.15582499999999996 0.084960000000000022 -0.080924999999999983 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10
leaf_value=0.0061710222670512795 0.0027254459511422842 -0.0049739721433577503 -0.0039107733614123117 -0.0039496795324691289 0.0067298600346481436 -0.0029556775555938204 -0.0028475172179511328 -0.0017237045885787642 0.0045114889910168807
leaf_weight=0.0011753425075843151 0.0013156462587382038 0.0011050413083717415 0.0010806229550838166 0.0010278628136557713 0.001242369913055221 0.0016743955795762953 0.0017048648458362452 0.0013857002070415776 0.0014680777634205723
leaf_count=130 169 121 306 158 286 782 357 453 359
internal_value=0 -0.00031499 0.000163517 0.000618413 0.00116118 0.000373498 0.00133443 -0.000135995 0.00148389
internal_weight=0 0.0118643 0.0107592 0.00967861 0.00865075 0.00747541 0.00580101 0.00455864 0.00285378
internal_count=3121 2952 2831 2525 2367 2237 1455 1169 812
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=11
num_cat=0
split_feature=52 376 457 3 47 1 2 15 0 0
split_gain=3.99421e-05 9.01582e-05 7.06977e-05 8.45143e-05 0.000119422 0.000131903 0.00011105 0.00013991 0.000110725 5.13958e-05
threshold=-0.24164999999999998 0.048375000000000008 0.045365000000000009 -0.10115999999999999 0.092710000000000015 0.095285000000000022 0.10276500000000001 -1.0000000180025095e-35 -0.14920999999999998 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 9 7 -2 -7 -5
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.0034148116048683132 0.0037896641897495419 0.0054264997238621668 0.0032897546948379344 -0.00099605512783809669 -0.0074532207740549156 -0.0023688469293918534 0.0064218384188176499 -0.0051563940093393981 0.0057988433077809688 -0.0066501359805605864
leaf_weight=0.0010906316164428177 0.001184082304185638 0.0010770581575581415 0.0016875949911430857 0.0010176203945394561 0.0011954870851214033 0.0010158693467164914 0.0010697134744304115 0.0012301169346134464 0.001313429267030825 0.0012200936881446326
leaf_count=374 70 159 214 96 204 47 85 144 282 1446
internal_value=0 0.000298272 -0.000206885 -0.000845069 -0.00222606 -0.000857774 0.00143914 -0.000768658 0.0022367 -0.00407889
internal_weight=0 0.0120111 0.010934 0.00924641 0.0057625 0.00456701 0.00348391 0.0024142 0.0023293 0.00223771
internal_count=3121 2747 2588 2374 2075 1871 299 214 329 1542
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=14
num_cat=0
split_feature=14 124 133 47 13 14 0 13 3 2 160 15 0
split_gain=0.000157466 0.000142047 0.000228506 0.000179602 0.000156912 0.00015079 0.000254387 0.000145468 0.00024348 0.000158362 0.000144594 7.38473e-05 5.46711e-05
threshold=0.057600000000000005 0.0049200000000000008 0.099660000000000012 0.11893500000000001 0.10935500000000002 -0.10708499999999999 -0.11991499999999998 -0.084034999999999985 -0.11255999999999998 0.097845000000000015 0.086870000000000017 -1.0000000180025095e-35 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 9 -9 -8 11 -7 -6
right_child=-2 -3 -4 -5 12 6 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00057018813170091548 -0.00068007167729882323 0.00066483992615152371 -0.0008004197762768023 -0.000589067512913301 0.00026276878950730602 0.00083233848111137888 -0.00023044192223136922 0.00016248890674000035 -0.0008616087559001524 0.00067189094633933705 -6.3992335990603591e-05 0.00025735622953159076 0.00083493440201735773
leaf_weight=0.0011570033599266486 0.0010064169625745847 0.001001473438101824 0.0010383994431643001 0.0012306621421174788 0.0010017756542509415 0.0018896963383758653 0.0013789163551602072 0.0012277380342440318 0.0016491002969528234 0.001030090404952833 0.0013377566783540074 0.0010552998240006576 0.0010234902405870114
leaf_count=115 107 71 455 90 97 147 564 129 1086 90 72 49 49
internal_value=0 2.99353e-05 -1.23978e-05 4.61281e-05 0.000107435 2.35047e-05 9.52921e-05 -0.000160246 -0.000424558 0.000155395 0.000410682 0.000626301 0.000551919
internal_weight=0 0.0160214 0.0150199 0.0139815 0.0127509 0.0107256 0.0095686 0.00528585 0.00287684 0.00240901 0.00428275 0.002945 0.00202527
internal_count=3121 3014 2943 2488 2398 2252 2137 1869 1215 654 268 196 146
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=13
num_cat=0
split_feature=14 484 475 457 0 49 0 15 1 2 52 0
split_gain=0.000241979 0.000151849 0.000193011 0.000136329 0.000167483 0.000209651 0.000189842 0.000225316 0.000154312 0.000186102 0.000128706 0.000254606
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 -0.10607499999999999 0.0065400000000000015 -0.075684999999999988 -0.053579999999999996 0.080585000000000004 0.10097500000000002 -0.066844999999999988 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -6 -8 9 -9 -5 -12
right_child=-2 2 3 4 6 -7 7 8 -10 -11 11 -13
leaf_value=-0.00058535055074049043 -0.00089076831589264419 0.0008142441625445504 -0.00061834989985845991 0.00010179218237766212 -0.00060865249276315547 -0.00035760326615398152 0.00086142972909147571 0.00058963173725701907 -0.00052397460889336332 -0.00030021074853694399 0.0013701137929446544 0.00019251734743734564
leaf_weight=0.0012255117332852809 0.0010231364360511188 0.0012487934797304314 0.0010314844003087723 0.0014144458522144521 0.0018383823390938888 0.00113402611997937 0.0010841407734648997 0.0017178637980802061 0.0018270038869764305 0.0016239904516772048 0.0013651002374847204 0.0012486170373744174
leaf_count=479 107 315 107 59 1089 102 249 105 215 119 101 74
internal_value=0 5.3335e-05 0.000103723 4.16094e-05 9.29719e-05 0.000358215 -7.62491e-05 8.02775e-05 -8.35651e-05 0.000157208 0.000559735 0.000807556
internal_weight=0 0.0167594 0.0155338 0.0142851 0.0132536 0.00516219 0.00809138 0.006253 0.00516886 0.00334185 0.00402816 0.00261372
internal_count=3121 3014 2535 2220 2113 336 1777 688 439 224 234 175
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=10
num_cat=0
split_feature=43 13 16 12 13 2 3 12 16
split_gain=3.89754e-05 9.89285e-05 9.88974e-05 8.31058e-05 0.000165262 8.21958e-05 0.000186579 0.000122778 8.74429e-05
threshold=-0.40263499999999991 0.17001000000000002 0.22339500000000004 0.098810000000000023 -0.17933499999999997 0.099185000000000009 0.0068900000000000012 0.084100000000000022 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0035836039168419382 0.0084400615039264999 0.0057620702977674455 -0.0052667544047911938 -0.0042686910361409112 -0.0042787726789898402 0.008695898663349716 -0.0013621850300906001 -0.0070497152873038368 0.0028182145373925435
leaf_weight=0.0010893700261452198 0.0010551667424267622 0.0011682880340777848 0.0013510272840741621 0.0012674419807350923 0.0010182740220153557 0.0011779855690067995 0.0018309441020833636 0.0011915557517442475 0.0020001662688087975
leaf_count=122 144 74 404 298 142 238 119 1244 336
internal_value=0 0.000310173 -0.000274574 0.000432291 0.0011524 8.71825e-05 0.00257552 -0.00169126 0.000424038
internal_weight=0 0.0120608 0.0108926 0.00954153 0.00827409 0.00721893 0.00300893 0.00421 0.00301844
internal_count=3121 2999 2925 2521 2223 2079 357 1722 478
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=11
num_cat=0
split_feature=15 3 3 39 457 4 12 12 16 43
split_gain=3.69946e-05 5.95106e-05 7.38452e-05 9.83142e-05 0.000135859 0.000104931 0.000111691 6.58685e-05 5.08903e-05 3.05568e-05
threshold=0.095175000000000023 0.13524500000000003 0.11296500000000002 0.091820000000000013 0.080930000000000016 0.40473500000000007 0.095330000000000012 0.090345000000000023 -0.084119999999999986 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.005383252087203365 -0.0032729206127579832 0.0032512415407271564 -0.0045280908961231291 0.0051442545997834061 0.0049701373897909455 0.003400982314322583 -0.0077688948082400289 0.0027156997600751398 0.0014450621708054308 -0.0027539465199257368
leaf_weight=0.0012119343196061918 0.001020929927573134 0.0018105184702471204 0.0011479086595951324 0.0011555286616812361 0.00125053048006743 0.0011747599778381195 0.0010331302753326154 0.0010263862914821932 0.0010170143639232833 0.0012099732448597369
leaf_count=474 387 183 54 171 194 109 398 351 383 417
internal_value=0 0.000267323 -0.000260921 0.000278586 -0.000430981 -0.00144313 -0.00247809 -0.00125397 -0.00243876 -0.000836355
internal_weight=0 0.0120377 0.0102272 0.00907926 0.00792373 0.0066732 0.00549844 0.00446531 0.00343892 0.00222699
internal_count=3121 2734 2551 2497 2326 2132 2023 1625 1274 800
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=13
num_cat=0
split_feature=14 42 43 40 133 3 0 52 13 15 1 3
split_gain=0.000247354 0.000115528 0.000203092 0.00025455 0.000245896 0.000208841 0.000173324 0.000186948 0.000158167 0.000245547 0.000156332 0.000293972
threshold=0.057600000000000005 -0.12995999999999999 0.18116500000000002 -0.013874999999999998 0.085815000000000016 -0.10023499999999998 -0.083914999999999976 0.0031350000000000002 0.11217000000000001 -0.03241999999999999 0.11061500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 10 9 -5 11 -7
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00052739849540963876 -0.00090947335000148444 0.00084665090183672922 -0.00071946761902294402 0.00090512887600691875 -0.00080995249442625814 -0.00035542389981480866 -0.00052464337512646742 0.00070795721016744166 0.0010124817356709809 -0.00025953676880535059 -0.00067526003137695649 0.00080571647513298227
leaf_weight=0.0011420668855222039 0.001010302278497798 0.0016549245901935393 0.0010188120416837901 0.001094634805244743 0.0010559834868682722 0.0018119045042168467 0.0019668395317735581 0.001452692382191853 0.0013548775829016479 0.0015582796420829945 0.0011317997943647851 0.0013525832979581764
leaf_count=137 107 279 189 77 728 290 639 321 60 150 86 58
internal_value=0 5.1024e-05 9.37719e-05 0.000151172 6.11089e-05 0.000139568 -4.17195e-05 0.000123498 0.000488584 0.000221023 -7.41232e-05 0.000140877
internal_weight=0 0.0165954 0.0154533 0.0144345 0.0127796 0.0117236 0.00771582 0.00574898 0.00400779 0.00265291 0.00429629 0.00316449
internal_count=3121 3014 2877 2688 2409 1681 1394 755 287 227 434 348
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=10
num_cat=0
split_feature=14 15 15 15 52 13 52 3 2
split_gain=3.77979e-05 0.000107088 5.91188e-05 8.55099e-05 6.41968e-05 9.93005e-05 0.000126001 6.81377e-05 5.88329e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.095869999999999983 -0.074054999999999996 0.11434500000000002 -0.0039049999999999992 -0.0064899999999999992 -0.10217499999999997 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -7 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.0040179435642883647 0.0069825925557100094 -0.0042527733431153248 0.0056303389536935906 0.00037771401875876399 -0.005586439999851968 -0.0075584817264152133 -0.0024824361785569593 0.005347007654852614 0.0067357500177952995
leaf_weight=0.0011056431938800829 0.0011329707814619642 0.0016703818249488413 0.0013552445825630475 0.0015879409262249729 0.0011061145722716442 0.0013925942489185004 0.0012552967413679283 0.0010442124365909935 0.0014082742850408119
leaf_count=140 232 260 457 947 302 295 89 203 196
internal_value=0 0.000358524 -0.000335083 0.000380137 -0.000532733 0.000303049 -0.00218268 0.00107293 0.0033661
internal_weight=0 0.011953 0.0108201 0.00914968 0.00779443 0.00668832 0.0036921 0.00229951 0.00299622
internal_count=3121 2981 2749 2489 2032 1730 587 292 1143
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=9
num_cat=0
split_feature=1 0 133 4 15 3 2 49
split_gain=4.14447e-05 0.000133593 0.000132729 7.76388e-05 0.000148678 9.97236e-05 0.000128623 6.71113e-05
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 -0.033174999999999989 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5
right_child=3 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0066646525378872834 -0.0026300474039769816 0.0037693508639887051 -0.0042990405150246484 -0.0040308066599109224 0.0066877875587609053 -0.0031726628284071898 0.0058776507770011846 0.0015808487452127337
leaf_weight=0.001107437738849984 0.001813456482893978 0.001585165700183854 0.0010313660956949161 0.0010369710643739209 0.0013408771801984385 0.0018278286800880623 0.0014842004330646 0.0017642974594353949
leaf_count=1460 610 97 79 103 138 185 225 224
internal_value=0 -0.00156809 0.000589009 0.000618476 0.00140878 0.000250893 0.0017111 -0.000496469
internal_weight=0 0.00372397 0.00261653 0.00926763 0.00745417 0.0061133 0.00428547 0.00280127
internal_count=3121 1636 176 1485 875 737 552 327
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=10
num_cat=0
split_feature=484 160 52 0 0 0 2 15 49
split_gain=4.08558e-05 6.95154e-05 0.000137427 0.000156249 0.000125126 9.44992e-05 0.000130809 0.000100089 8.45773e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.019414999999999998 -0.10607499999999999 0.083995000000000014 -0.095869999999999983 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0039997064374494738 0.0032128233540869499 -0.0024239583155486679 0.0063316388525751907 -0.0070847678569672399 0.0059547492599707225 -0.0076999859144351503 0.0013689068793644463 -0.00011461866686246554 0.0075167852806036209
leaf_weight=0.0016885901363212644 0.0013207900829318815 0.0016318259136526986 0.0012149826934889649 0.0011994916425046576 0.0012710324878436388 0.0013457668296313499 0.0010638358083918098 0.0010292532865854298 0.0011472240865132667
leaf_count=659 341 169 175 107 122 479 865 78 126
internal_value=0 -0.000374964 0.000243076 -0.000608343 0.000428976 -0.000700574 -0.00369608 0.00119475 0.0039079
internal_weight=0 0.011592 0.00990341 0.00868843 0.00748894 0.00621791 0.0024096 0.0038083 0.00217648
internal_count=3121 2780 2121 1946 1839 1717 1344 373 204
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=10
num_cat=0
split_feature=1 42 0 13 49 47 0 52 13
split_gain=3.70625e-05 9.93075e-05 8.79197e-05 6.40387e-05 7.1824e-05 6.53529e-05 7.94214e-05 7.2697e-05 8.41106e-05
threshold=0.12500000000000003 0.092620000000000022 -0.053834999999999994 0.10935500000000002 -0.083094999999999988 0.090280000000000013 0.047850000000000011 -0.07167999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -9
right_child=2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0054048552512684792 0.0064761274806609823 -0.0055465416679947718 -0.0012875676791867176 0.0046049961074976038 -0.0011657025682332556 -0.0042050645888438692 -0.0031860431947650109 0.00033278149949643698 0.007169250999753702
leaf_weight=0.0010152860064060153 0.0010857790557204589 0.0013810256735191017 0.0012912763289083442 0.0011828215913178832 0.0014976866789879698 0.0010842701269114345 0.0013071153926323964 0.0012650301281714026 0.0017132763379421011
leaf_count=172 163 548 116 158 389 193 145 960 277
internal_value=0 -0.000523277 0.00225869 0.000241961 -0.000412728 0.000325317 0.00117471 0.00244818 0.00426547
internal_weight=0 0.0104465 0.00237706 0.00906549 0.00788266 0.00686738 0.00578311 0.00447599 0.00297831
internal_count=3121 2842 279 2294 2136 1964 1771 1626 1237
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=15
num_cat=0
split_feature=14 124 123 4 484 12 48 0 0 3 2 49 15 12
split_gain=0.000355853 0.000184057 0.000209441 0.000273845 0.000201215 0.000207266 0.000138869 0.000178163 0.000312323 0.000291173 0.000145354 0.000138202 0.000242605 2.87234e-05
threshold=0.076175000000000007 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.015429999999999998 0.12737000000000001 -0.10607499999999999 -0.074479999999999977 -0.10023499999999998 0.081135000000000013 -0.069799999999999987 -0.095869999999999983 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 10 -9 13 -7 -12 -13 -10
right_child=-2 -3 -4 4 5 6 -8 8 9 -11 11 12 -14 -15
leaf_value=-0.00099833475835168052 -0.0010844621655038845 0.00083732695226592291 0.00079183745212875716 -0.0008055184012402078 -0.0007303769190894542 0.0011170390385369408 -0.00050973413830109374 -0.00068859332201723356 0.0010054976494766866 -0.00030721792207909644 -0.0002006896119851771 -5.4387854393806558e-05 0.0011355338912956013 0.00055250363698271113
leaf_weight=0.0010695742164006346 0.0010841206065020917 0.0010346806327895071 0.0011449560230491233 0.0010271419663216196 0.0010670105619815006 0.0010673086316890269 0.0010517670095314411 0.0017361965538452333 0.0010324776609036412 0.0016331288971574423 0.0012792120937755586 0.0011988580526640369 0.0013418879150164376 0.0010365733729874593
leaf_count=139 101 71 220 454 126 31 55 1210 58 373 64 80 79 60
internal_value=0 5.20329e-05 2.33587e-07 -6.20966e-05 1.2236e-05 7.97321e-05 0.000155707 0.000223488 -1.58862e-05 0.000299591 0.000489856 0.000314619 0.000574066 0.000778552
internal_weight=0 0.0167208 0.0156861 0.0145411 0.0134716 0.0124444 0.0113774 0.0103256 0.00543838 0.00370218 0.00488727 0.00381996 0.00254075 0.00206905
internal_count=3121 3020 2949 2729 2590 2136 2010 1955 1701 491 254 223 159 118
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=10
num_cat=0
split_feature=11 43 15 0 43 0 4 49 4
split_gain=3.78795e-05 5.84047e-05 0.000105293 0.000152668 8.7568e-05 0.000101121 0.000106857 0.000140043 5.73011e-06
threshold=0.079915000000000014 -0.052894999999999991 -0.053579999999999996 -0.019414999999999998 0.093175000000000022 -0.10151999999999999 0.057560000000000007 -0.006494999999999999 -0.081839999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3 -7
right_child=-2 4 3 -5 -6 8 -8 -9 -10
leaf_value=0.0070389544873471314 -0.0032645662568714429 -0.0016305767053646329 -0.0043419061955880323 0.005190812414613233 0.003611475688453155 -0.0043847066538929367 -0.0038630132292944526 0.0082578360219766386 -0.0065325777648035091
leaf_weight=0.0012931784411815829 0.0012992413446358273 0.0012835781179131311 0.001466439343724935 0.0012656688485254109 0.0015252792519518509 0.0010002784562041971 0.0016407715159181407 0.0010552485181628537 0.001008752381075389
leaf_count=650 199 86 633 89 290 360 165 86 563
internal_value=0 0.000357125 0.00231172 7.41945e-05 -0.000689973 -0.00178553 7.10561e-05 0.00283095 -0.00546317
internal_weight=0 0.0115392 0.00402529 0.00273211 0.00751391 0.00598863 0.0039796 0.00233883 0.00200903
internal_count=3121 2922 1372 722 1550 1260 337 172 923
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=13
num_cat=0
split_feature=14 1 4 457 52 157 14 0 15 48 133 3
split_gain=0.000257815 0.000147491 0.000211022 0.000155654 0.000119402 0.000174265 0.000230197 0.000256229 0.000327363 0.000165689 9.58575e-05 6.08795e-05
threshold=0.057600000000000005 0.077565000000000009 -0.029144999999999997 -0.0029299999999999994 -0.28430999999999995 -0.072409999999999988 -0.10708499999999999 -0.10607499999999999 -0.03241999999999999 0.086425000000000016 1.0000000180025095e-35 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 -6 -7 9 -9 -8 11 -1
right_child=-2 3 -4 4 5 6 7 8 -10 -11 -12 -13
leaf_value=0.0005923321768718171 -0.00092583613931851601 -0.00052059930243826796 -0.00092929618780931153 -0.00035643960890711083 0.0010243083945189841 -0.00057657239503400824 0.0010526945678034287 0.00045086928781339102 -0.00088039033605229351 0.00025412912524717452 -0.00036119572887547899 -5.8744333713635344e-05
leaf_weight=0.0010305644833472651 0.0010087206565789755 0.0010198549539993653 0.0011342603780214139 0.0010196082403322775 0.001105373297399322 0.0010934017952064232 0.0019849396551992627 0.0016496736841434753 0.0010893197344080006 0.0017247143638914331 0.0014698582696799521 0.0010100907610665047
leaf_count=35 107 102 763 155 129 96 152 287 386 93 346 470
internal_value=0 5.78005e-05 -0.000222588 0.000179664 0.000253541 0.000325463 0.000223039 0.000358617 -7.85834e-05 0.000681421 5.75211e-06 0.00027006
internal_weight=0 0.0153317 0.00464477 0.0106869 0.00966703 0.00864742 0.00754205 0.00644865 0.00273899 0.00370965 0.00351051 0.00204066
internal_count=3121 3014 1614 1400 1298 1143 1014 918 673 245 851 505
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=14
num_cat=0
split_feature=14 1 4 48 484 4 47 1 13 0 133 12 3
split_gain=0.000254714 0.000137677 0.000283568 0.000177878 0.000185958 0.000169228 0.000218108 0.000232865 0.000182812 0.000171797 0.000101585 8.32203e-05 7.77354e-05
threshold=0.062655000000000016 1.0000000180025095e-35 -0.029144999999999997 0.12879500000000002 0.084040000000000017 0.0061450000000000003 0.092710000000000015 0.11588000000000001 -0.00096999999999999983 -0.21861499999999998 0.084415000000000018 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 8 9 -8 -3 -7 11 -1 -11
right_child=-2 3 -4 -5 -6 6 7 -9 -10 12 -12 -13 -14
leaf_value=0.00055553201307676262 -0.00083626993903587841 0.00032269861472261505 -0.00094906670628622388 -0.00046617146595971925 0.00088385139993369397 0.001143352079024679 -0.0007261307422162332 0.00031926799791029664 -0.00058311443757554213 0.00054558926218291879 -0.00038100757536408769 -6.549917198884163e-05 -3.871300323983034e-05
leaf_weight=0.0011677423894145271 0.0010249881416283793 0.0010818009585110335 0.001129976537118966 0.0012464102544402786 0.0010883196273492749 0.0010257120006667009 0.0010287499418349941 0.0015659301561952489 0.001623495841782471 0.0017842345102408337 0.0012051730765454023 0.001362078894553315 0.0010561523081705564
leaf_count=68 104 491 761 77 145 45 77 64 255 156 276 502 100
internal_value=0 4.09055e-05 -0.000199816 0.000142734 0.000216745 0.000137537 0.000287623 -9.52162e-05 -0.000220896 0.00054456 2.68603e-05 0.000221163 0.000328326
internal_weight=0 0.0163658 0.00486497 0.0115008 0.0102544 0.00916608 0.00646078 0.00259468 0.0027053 0.0038661 0.00373499 0.00252982 0.00284039
internal_count=3121 3017 1607 1410 1333 1188 442 141 746 301 846 570 256
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=14
num_cat=0
split_feature=14 484 475 42 43 3 1 15 13 47 0 3 16
split_gain=0.000218461 0.000142282 0.000132794 0.000115737 0.000142112 0.000219523 0.000133384 0.000128628 0.00014578 0.00011992 0.000194134 8.91539e-05 6.85198e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.052894999999999991 -0.077774999999999983 0.11146500000000002 -0.03241999999999999 -0.117405 0.092530000000000015 -0.15202999999999997 0.097915000000000016 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 12 -4 9 -9 10 11 -6 -5
right_child=-2 2 3 4 7 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00058107888180038494 -0.00082195166539775688 0.00066313566407365883 -0.00082118936846294999 -0.00024906952185148003 0.00039568065057094453 0.0010680943719148118 7.1695019115593613e-05 8.4948240964321956e-05 -0.00063640335887685132 -0.00028802302455463073 0.00095817704648769894 -0.00034014186082888872 0.00040421333271849008
leaf_weight=0.0011124706014695529 0.0010095368754760017 0.00112791431077353 0.001004915431191679 0.0010120141444994596 0.0010714290972813068 0.0010837967496459275 0.0011111374306462807 0.0017587297571816395 0.0017757993226457532 0.0012580897740929742 0.0011124716058998688 0.0010078749030568712 0.0010134823367624057
leaf_count=479 107 315 691 177 40 296 50 55 500 94 173 50 94
internal_value=0 3.07537e-05 7.82263e-05 2.82838e-05 0.000100885 0.00042299 -0.000352337 -2.45497e-05 -0.000277469 0.000176344 0.000359382 3.90146e-05 7.78087e-05
internal_weight=0 0.0154501 0.0143377 0.0132097 0.0110937 0.00310929 0.00211605 0.00798439 0.00353453 0.00444987 0.00319178 0.0020793 0.0020255
internal_count=3121 3014 2535 2220 1479 567 741 912 555 357 263 90 271
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=9
num_cat=0
split_feature=1 0 3 4 47 42 0 4
split_gain=3.75203e-05 7.69266e-05 0.000139954 8.41391e-05 5.17897e-05 0.000105168 6.72398e-05 0.000132498
threshold=0.094385000000000011 -0.060129999999999996 0.086245000000000016 -0.49405499999999997 0.13148500000000005 0.087825000000000014 -0.10151999999999999 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -2
right_child=4 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00610585433220722 0.0061185391758723342 -0.0028323197956860815 0.0011663820844037295 0.002964948198484365 -0.0025683710755517045 0.0053143563042474112 -0.0023110108349119144 -0.0011947019458271031
leaf_weight=0.0016264304285914118 0.0011359906864734648 0.001061784570743074 0.0012923745640165407 0.0019010191110149124 0.0010574922558203304 0.0014197084015388382 0.0017981749810280483 0.0016582305119574522
leaf_count=1864 117 82 66 166 59 288 338 141
internal_value=0 -0.000985145 -0.00288589 0.000887372 0.000798166 0.00139032 0.00017723 0.0017785
internal_weight=0 0.00588161 0.0029188 0.0029628 0.0070696 0.0060121 0.0045924 0.00279422
internal_count=3121 2178 1930 248 943 884 596 258
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=15
num_cat=0
split_feature=14 124 133 484 457 42 160 2 133 2 160 0 13 43
split_gain=0.000347209 0.000186689 0.000245812 0.000202059 0.000161649 0.000156577 0.000136193 0.000210141 0.000274527 0.000162534 0.000175181 0.000277264 0.000110811 0.000106587
threshold=0.076175000000000007 0.08919500000000001 0.099660000000000012 -0.0068949999999999992 -0.0029299999999999994 -0.093284999999999993 -0.090969999999999981 0.11215000000000001 -0.0061299999999999992 0.098035000000000011 0.088020000000000015 -0.10607499999999999 -0.074044999999999986 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8 10 11 -10 -9 -13
right_child=-2 -3 -4 4 5 6 7 12 9 -11 -12 13 -14 -15
leaf_value=-0.00069762750425525391 -0.0010803708005612885 0.00084145585332503147 -0.0008618834185737408 -0.00056097492443174914 -0.00051194993550772927 -0.00038106142396772332 -0.00035927679719782626 0.00026945201906009811 0.0013232154628873957 0.0011489880485131923 -0.0002456183846936448 0.00066554392339775626 -0.000565268942319923 -6.4865161200533685e-05
leaf_weight=0.0011093278390713309 0.0010011552457988007 0.0010252765658562485 0.0010669320406517463 0.0010767698110380761 0.0010063922154268821 0.0010550899351714658 0.001195792628995258 0.0010581809572494617 0.0013747729696316244 0.0015825069692328789 0.0010094713480294573 0.0013880930312014212 0.0012117509891645256 0.0014518499765026746
leaf_count=407 101 60 457 145 187 285 517 147 48 154 72 223 156 162
internal_value=0 6.24602e-05 1.12195e-05 7.53752e-05 0.000139318 0.000200455 0.000263748 0.000329977 0.00047354 0.000619849 0.000459562 0.000628461 -0.000176145 0.000292141
internal_weight=0 0.0166122 0.0155869 0.01452 0.0134107 0.0123339 0.0113275 0.0102724 0.00800249 0.00680669 0.00522419 0.00421472 0.00226993 0.00283994
internal_count=3121 3020 2960 2503 2096 1951 1764 1479 1176 659 505 433 303 385
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=12
num_cat=0
split_feature=14 484 475 1 12 2 12 16 151 4 0
split_gain=0.000154259 0.00013375 0.000139713 9.04984e-05 0.000166445 0.000110904 9.61626e-05 9.31646e-05 0.000111031 0.000144277 5.27063e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.12811000000000003 0.098810000000000023 1.0000000180025095e-35 0.085885000000000017 0.062650000000000025 -0.0083949999999999979 0.0045450000000000013 -0.050684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 -10 -5
right_child=-2 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00058403458064350635 -0.00069026642296421891 0.00072416533936773989 -0.00036837832845566814 0.00069719630982513904 -0.00054028584705429112 -0.00024857889065092959 0.00054499107747416813 -0.00041138732847536229 -3.2644639135093138e-06 0.00082332360995365892 0.00010893098938007012
leaf_weight=0.0010552502408031775 0.0010274779043363816 0.0011194828539621881 0.0015619291641323267 0.0010139291220787703 0.0017858629218062702 0.0014034010128029933 0.0017979650522927104 0.0011638577402597328 0.0015358991432072927 0.0013585869090386449 0.0010673014227262857
leaf_count=479 110 315 406 125 310 157 675 80 254 119 91
internal_value=0 4.99928e-05 9.84464e-05 4.32414e-05 -2.58771e-05 7.82604e-05 0.000174355 5.23442e-05 0.000177922 0.000384712 0.000395521
internal_weight=0 0.0148635 0.0138082 0.0126887 0.0106075 0.00882164 0.00725971 0.00546174 0.00429789 0.00289449 0.00208123
internal_count=3121 3011 2532 2217 2001 1691 1285 610 530 373 216
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=10
num_cat=0
split_feature=1 12 1 0 1 151 4 2 52
split_gain=4.26673e-05 8.91676e-05 7.39144e-05 8.64288e-05 8.17102e-05 0.00014221 9.6647e-05 5.46365e-05 7.35114e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 -0.23091999999999999 0.10708500000000001 -0.077429999999999985 -0.0029599999999999995 0.10097500000000002 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0043272046709272732 0.0031337136834554348 -0.0052734070424975384 0.0033610210107146883 0.0057689765424927325 -0.0054724558931419027 -0.0018779124189464323 -0.0053874368115435691 -0.0032788993823075585 0.0043064126307410158
leaf_weight=0.0010524567591740927 0.001289235066188543 0.0011080717049897935 0.0019488469046212561 0.0010371801321421145 0.0012627912731904556 0.0011757922513961228 0.0015754906827057662 0.0011655471063239421 0.0013929154092405106
leaf_count=80 169 121 275 330 132 674 493 201 646
internal_value=0 -0.00035713 0.00015626 -0.000564759 -0.00124134 -0.000399511 -0.00160443 -8.37598e-06 0.00147562
internal_weight=0 0.0117191 0.010611 0.00866217 0.00760972 0.00634693 0.00530975 0.00373425 0.00256871
internal_count=3121 2952 2831 2556 2476 2344 2014 1521 1320
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=16
num_cat=0
split_feature=14 484 475 457 43 42 151 160 1 15 12 4 13 16 3
split_gain=0.00032836 0.000234866 0.000171147 0.000164416 0.000143166 0.00023866 0.00017144 0.000224209 0.000192902 0.00013749 0.000195233 0.000180288 0.000274765 0.00015523 5.21098e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 0.18116500000000002 -0.12995999999999999 -0.090369999999999992 -1.0000000180025095e-35 0.11230000000000001 0.050935000000000008 -0.015429999999999998 0.053180000000000012 -0.084034999999999985 -0.071854999999999988 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 10 -9 12 -12 -14 -10
right_child=-2 2 3 4 -6 6 7 8 14 -11 11 -13 13 -15 -16
leaf_value=-0.00067416431180624434 -0.00091236056419121206 0.00072104458665915052 -0.00060448833493210953 -0.00063265596834031427 -0.00047290426228370909 -0.00042987370043125314 -0.00041564042469246696 -0.00029773528228376248 0.0011324054268513997 -0.00029458677451299844 0.0010611422939025034 0.0010762205112539059 0.00046429582492555249 -0.00043045219306504746 0.00059967328174567909
leaf_weight=0.0012417387076907203 0.001133526000560158 0.0012858768468415908 0.0010523303999265829 0.0010426556019768338 0.0011681220353809878 0.0010579610014018756 0.0011586105095115458 0.0010969265523488869 0.0010157056010882126 0.0011563711112467581 0.0010259065040432165 0.0012767722752777405 0.0010910044178738532 0.0012744259670591832 0.0012315000862262856
leaf_count=480 101 315 110 109 180 105 346 122 52 694 43 115 43 129 177
internal_value=0 5.51728e-05 0.00011201 5.85464e-05 0.000109865 0.000164641 0.000237658 0.000306042 0.000397239 0.000253337 0.000363241 0.000518559 0.00030861 -1.77687e-05 0.000840461
internal_weight=0 0.0171759 0.0159342 0.0146483 0.013596 0.0124278 0.0113852 0.0103272 0.00916861 0.00692141 0.00576504 0.00466811 0.00339134 0.00236543 0.00224721
internal_count=3121 3020 2540 2225 2115 1935 1826 1721 1375 1146 452 330 215 172 229
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=10
num_cat=0
split_feature=48 0 51 4 0 0 2 52 2
split_gain=4.95097e-05 0.000111894 0.000107146 0.000116492 6.88679e-05 0.000174396 6.47306e-05 0.000106899 6.04118e-05
threshold=0.12737000000000001 -0.23091999999999999 0.087505000000000013 0.27834500000000006 -0.060129999999999996 -0.10151999999999999 0.10097500000000002 -0.088204999999999992 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -6 -3
right_child=-2 2 -4 -5 6 -7 -8 -9 -10
leaf_value=0.006732678023871206 -0.0043091367359597704 0.0035888671037555462 -0.0058203583771982755 0.0054806603634053423 -0.0014950470903669071 -0.0096002080722430421 -0.0019895274065064679 0.0068351460551749526 -0.0021410849700723615
leaf_weight=0.0010154448034067629 0.0010008927442877917 0.0011901849917718165 0.0012365851510602452 0.0015698537076569872 0.0010788460272105338 0.0010062010562013383 0.0014636725364564895 0.0014740303220027728 0.0019848321848853975
leaf_count=79 96 50 366 269 92 1618 186 87 278
internal_value=0 0.000345716 -0.00024366 0.000462353 -0.000498642 -0.00230507 0.00138185 0.0033148 6.84135e-06
internal_weight=0 0.0120197 0.0110042 0.00976762 0.00819777 0.00418122 0.00401655 0.00255288 0.00317502
internal_count=3121 3025 2946 2580 2311 1946 365 179 328
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=13
num_cat=0
split_feature=14 484 475 42 1 43 42 3 0 13 0 2
split_gain=0.000242561 0.000163712 0.000139122 0.000136638 0.00021954 0.000159374 0.000156249 0.000134399 0.000208192 0.000311869 0.000160295 0.000240093
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.11146500000000002 -0.052894999999999991 0.093175000000000022 -0.116045 -0.10151999999999999 -0.15078499999999997 -0.15202999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -7 10 -10 11 -9
right_child=-2 2 3 5 -6 7 -8 8 9 -11 -12 -13
leaf_value=-0.00059919746630398413 -0.0008644609742098011 0.00067339781275221888 -0.00095460237779030298 0.00082772542250812589 0.00016333743908053365 0.00042839789287763349 4.8787503261939587e-05 0.00025464810699199356 4.3209561988929452e-05 -0.0013195947486333189 0.00058721994836032543 -0.00076952591786462227
leaf_weight=0.0012119535273003657 0.0010275125773979701 0.0012427546103364892 0.0010864983353250863 0.0017537818018060294 0.0012277818845995991 0.0018072580632266808 0.0016307871586223742 0.0019634821894722876 0.0011985040837095237 0.0010199320585223327 0.0014640663808842182 0.0012163919013938873
leaf_count=479 104 315 691 377 50 103 190 75 56 510 113 58
internal_value=0 4.21469e-05 9.19367e-05 4.16451e-05 -0.000361508 0.000119046 0.00045241 -1.10966e-05 -0.000126841 -0.000583343 9.12331e-05 -0.000137127
internal_weight=0 0.0168232 0.0156112 0.0143685 0.00231428 0.0120542 0.00338457 0.00866963 0.00686238 0.00221844 0.00464394 0.00317987
internal_count=3121 3017 2538 2223 741 1482 567 915 812 566 246 133
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=13
num_cat=0
split_feature=14 11 3 2 457 0 15 160 3 1 3 1
split_gain=0.000255878 0.000111573 0.000130507 0.000351099 0.000189913 0.00011179 0.000245529 0.000241282 0.000164551 0.000113205 0.000108185 7.17468e-05
threshold=0.062655000000000016 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086325000000000013 -0.077774999999999983 0.095025000000000012 0.084940000000000015 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 11 -7 -10 -11 -8
right_child=-2 -3 4 -5 5 8 7 -9 9 10 -12 -13
leaf_value=-3.114691503414038e-05 -0.00087429091137107909 -0.00051969209734580805 -0.00073496953999451528 0.0012731622359495156 -0.0003022137631785134 -0.00062335592150765244 0.00052602342429460881 -0.00017426447981796789 -0.00024733187501972957 0.00065798793696273056 -9.3183582327005903e-05 0.0011598708583724267
leaf_weight=0.0018536708481584592 0.0010135292342402505 0.0010245432620976666 0.0010042573586874154 0.0010031872508333706 0.0015861564483030319 0.0014027164615232797 0.001037719263858706 0.0010075532486196748 0.0019206729045472366 0.0013776228671102606 0.0010778282861057947 0.0012318292655772861
leaf_count=122 104 101 241 63 155 1274 45 51 489 275 98 103
internal_value=0 4.67044e-05 8.67161e-05 0.000426862 3.2781e-06 7.29439e-05 0.000271359 0.000548975 -9.40348e-05 7.56331e-05 0.000328259 0.000870053
internal_weight=0 0.0155278 0.0145032 0.00285686 0.0116464 0.0106421 0.00486326 0.0032771 0.00577884 0.00437612 0.00245545 0.00226955
internal_count=3121 3017 2916 185 2731 2490 354 199 2136 862 373 148
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=14
num_cat=0
split_feature=14 147 484 15 160 52 0 15 49 3 12 2 0
split_gain=0.000371975 0.000168527 0.000201682 0.000224972 0.0001565 0.000221455 0.000241809 0.000322076 0.000319094 0.000225782 0.000151667 0.000154225 0.000145174
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.087429999999999994 0.10744000000000002 0.15398500000000004 -0.016799999999999995 -0.043469999999999995 0.092670000000000016 0.084100000000000022 0.092365000000000017 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -6 12 -9 -12 -10
right_child=-2 -3 3 4 5 -7 -8 10 9 -11 11 -13 -14
leaf_value=-0.00075230707913731326 -0.0010348967590974303 0.00057985375553265778 0.0007500001422575481 -0.00067120912517167346 0.00034996089936065817 0.00070375516799188942 -0.00083863580588441195 0.00077924554966573765 0.00010091979455743074 -0.0012396936116908014 -0.00035524473901144254 0.00054977561775956829 -0.00076996839691103344
leaf_weight=0.0010560393219879475 0.0010462085205527041 0.0017394909203164435 0.0013220908288099917 0.0010647512251498225 0.0018594014547278492 0.0013982890264608869 0.0010946312991091398 0.0019048069447456187 0.0014411334294039402 0.0010707926906441401 0.0011636714846596438 0.0012128515048177024 0.0010389086377386916
leaf_count=459 101 167 222 361 159 134 33 151 117 47 658 160 352
internal_value=0 5.54869e-05 -2.88064e-06 5.14331e-05 -1.82742e-05 3.8783e-05 -4.74219e-05 4.19432e-05 -0.000246057 -0.000558162 0.000405883 0.00010663 -0.000263902
internal_weight=0 0.0173669 0.0156274 0.0145713 0.0132492 0.0121845 0.0107862 0.00969157 0.00541024 0.00355083 0.00428133 0.00237652 0.00248004
internal_count=3121 3020 2853 2394 2172 1811 1677 1644 675 516 969 818 469
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=11
num_cat=0
split_feature=48 0 51 4 42 49 40 1 13 13
split_gain=4.12986e-05 9.32853e-05 8.63976e-05 9.93324e-05 6.22494e-05 0.000108537 8.49929e-05 0.000138264 8.86278e-05 5.59611e-05
threshold=0.12796000000000005 -0.23091999999999999 0.087505000000000013 0.36766000000000004 0.084050000000000014 -0.0020949999999999996 -1.0000000180025095e-35 0.094825000000000007 -0.0090849999999999976 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 -6
right_child=-2 2 -4 -5 9 6 7 -9 -10 -11
leaf_value=0.0057709328330232176 -0.0037085294825673189 -0.0038499679534777487 -0.0048994505840287824 0.0047906795198293479 -0.0064595611833072261 -0.0028949980620715412 0.0039476672771210294 0.0084731217334463628 -0.0033892020370318576 -0.00035880623565194477
leaf_weight=0.0010214555006600188 0.0010038607127820969 0.0015248050741054949 0.0012531734572517545 0.0015476423061879597 0.0010094480617804341 0.0010061189746251864 0.0013231146920459399 0.0012368060690408494 0.0010686714411450885 0.0011605602726680645
leaf_count=79 93 246 367 257 926 95 311 142 457 148
internal_value=0 0.00029048 -0.000212473 0.000382191 -0.000436914 0.000535386 0.00197815 0.00332936 0.000669488 -0.00319677
internal_weight=0 0.0121518 0.0111303 0.00987717 0.00832952 0.00615952 0.00463471 0.00362859 0.00239179 0.00217001
internal_count=3121 3028 2949 2582 2325 1251 1005 910 768 1074
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=10
num_cat=0
split_feature=42 40 160 484 52 49 4 1 0
split_gain=3.53938e-05 8.72396e-05 7.83373e-05 0.000152005 8.25284e-05 0.000184366 0.000171956 0.000180825 9.39968e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 -1.0000000180025095e-35 0.084750000000000006 0.077655000000000016 -0.081404999999999991 0.0061450000000000003 0.11061500000000002 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 -6
right_child=1 2 4 -5 8 6 7 -9 -10
leaf_value=-0.002500768544511406 0.0055810542828162654 -0.0083113790014715232 0.0065835139182416087 0.0019700626578610923 0.0081195437732199255 -0.0090221838037340164 0.0043216617458799751 -0.0047137900574006266 -0.00023877067517876792
leaf_weight=0.0018999876930350422 0.0011387034811795671 0.0011760455552198867 0.0011489620760316574 0.0010649928473399459 0.0010882148256661506 0.0011049136566800011 0.0017653461492904421 0.0016801882429057953 0.0010066965833033237
leaf_count=862 265 516 83 251 274 550 158 122 40
internal_value=0 0.00040977 -0.000177011 -0.0034254 0.000756972 -0.000472918 -0.00225463 -8.44066e-05 0.00410301
internal_weight=0 0.0111741 0.0100354 0.00224104 0.00779432 0.00569941 0.00455045 0.00344553 0.00209491
internal_count=3121 2259 1994 767 1227 913 830 280 314
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=10
num_cat=0
split_feature=1 12 1 2 3 13 42 48 3
split_gain=3.95855e-05 7.69589e-05 6.93772e-05 4.59399e-05 0.000154892 8.65478e-05 7.44396e-05 7.96618e-05 9.23023e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 0.11215000000000001 0.10299500000000002 -0.084319999999999992 0.083995000000000014 0.083985000000000018 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0062343095727046636 0.0035453268508764072 -0.005738386504173733 0.0037937958667091038 -0.0042046346638846743 0.0076687055469008749 -0.0085145386294561871 0.004583174693479174 0.0027516821967344149 -7.9991246893950163e-05
leaf_weight=0.0012648769577530694 0.0012826342284738149 0.0011141512218728706 0.0019495159516213266 0.001397986452656045 0.001033617630839645 0.0010561378791930013 0.0012250165702579678 0.0013077346194813322 0.0013410396261737999
leaf_count=643 169 121 275 224 75 677 593 195 149
internal_value=0 -0.000403879 0.0001581 -0.000663545 2.13064e-05 -0.00125468 2.2949e-05 -0.00148487 -0.00379605
internal_weight=0 0.0116901 0.0105759 0.00862641 0.00722842 0.00619481 0.00492993 0.00370491 0.00239718
internal_count=3121 2952 2831 2556 2332 2257 1614 1021 826
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=14
num_cat=0
split_feature=14 1 0 157 0 16 3 0 49 2 0 3 2
split_gain=0.000281695 0.000145033 0.000318771 0.000203961 0.000229483 0.000250998 0.000223595 0.000195885 0.000250546 0.000211829 0.00014495 0.000240045 0.000102471
threshold=0.076175000000000007 1.0000000180025095e-35 -0.084044999999999995 -0.073574999999999988 -0.019414999999999998 -0.056919999999999991 0.083060000000000009 -0.15931499999999996 0.0034800000000000005 1.0000000180025095e-35 0.18019500000000002 -0.083924999999999986 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 12 -9 11 -4 -5
right_child=-2 3 10 4 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0011082160856449455 -0.00093032842466625378 0.00077361483479467484 0.00032100616933571731 -0.00018588659660506525 0.00073170361993244826 -4.5787513719492043e-05 -0.0010462828052454391 8.2037787137777065e-05 -0.00089828618088350391 0.0010279932661209396 0.00052516605469716399 -0.00073140041423996448 0.00060690045410086721
leaf_weight=0.0010328583384520123 0.0010247508755193971 0.001525272106224467 0.0014092169851180644 0.0011098992467690762 0.001468176441488468 0.0017275350514898632 0.0012731667966597859 0.0018332830989286949 0.0010095975567701032 0.0013479196495973394 0.0012736390827932098 0.0014357786109338608 0.0010328338602807463
leaf_count=792 101 197 339 34 201 312 63 335 37 158 24 452 76
internal_value=0 4.68664e-05 -0.00020839 0.000153533 6.59791e-05 -3.87323e-05 -0.000470287 0.00016573 -0.000154297 0.000482852 1.72655e-05 -0.00021011 0.00019625
internal_weight=0 0.0174792 0.00515149 0.0123277 0.0108024 0.00933424 0.0030007 0.00633353 0.00315233 0.0031812 0.00411863 0.002845 0.00214273
internal_count=3121 3020 1607 1413 1216 1015 375 640 147 493 815 791 110
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=14
num_cat=0
split_feature=14 147 52 52 43 13 16 157 0 13 2 16 151
split_gain=0.000409481 0.000156207 0.00014748 0.000133726 0.000204884 0.000142205 0.000228737 0.000196455 0.000216558 0.000191261 0.000139722 0.00021253 0.000100908
threshold=0.076175000000000007 1.0000000180025095e-35 0.25317500000000004 0.11008000000000001 -0.40263499999999991 0.10935500000000002 0.22339500000000004 -0.077384999999999995 -0.084044999999999995 -0.081224999999999978 0.11704500000000001 -0.15241499999999997 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 10 -10 11 -9 -13
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 -12 12 -14
leaf_value=-0.0007763710773276124 -0.0011071225982735773 0.00060835191608748606 -0.00063681087446529707 0.00056040204247164794 0.00079279904576250724 0.00059968891140139546 -0.00078694237883473886 0.0004598112467012545 0.00095073943576202925 -8.7558472897535493e-05 -0.00081911173366143442 3.1627984209168666e-05 -0.00068765731954083969
leaf_weight=0.0010089372981521285 0.0010140323612011217 0.001470430770092456 0.0010603872390892504 0.0014501795237453338 0.0010712283601977662 0.0013497186395546304 0.0010768608533405664 0.0014654149074279652 0.001131241344150177 0.0011072218413773344 0.0010056076796942015 0.001049967379453772 0.0014854085051089925
leaf_count=86 101 167 305 202 229 73 363 135 172 563 76 132 517
internal_value=0 5.72273e-05 4.06321e-07 5.15886e-05 -1.12004e-05 6.06634e-05 -1.67917e-05 8.2936e-05 -2.20246e-05 0.000437161 -0.000227336 -7.85918e-05 -0.000389782
internal_weight=0 0.0157326 0.0142622 0.0132018 0.0117516 0.0107427 0.00939295 0.00831609 0.00724486 0.00223846 0.0050064 0.00400079 0.00253538
internal_count=3121 3020 2853 2548 2346 2260 2187 1824 1595 735 860 784 649
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=10
num_cat=0
split_feature=132 42 40 0 47 52 15 15 2
split_gain=4.38225e-05 6.5232e-05 0.000131144 7.65615e-05 0.000107328 0.000136073 0.000161926 0.000122556 0.000122429
threshold=0.081240000000000021 -0.088934999999999986 -0.013874999999999998 0.12113000000000002 0.092530000000000015 -0.0064899999999999992 -0.07490999999999999 -0.10203999999999998 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -9
right_child=-2 2 3 -5 -6 7 -8 8 -10
leaf_value=-0.0047145802518137334 0.0038728260497723206 0.0057760833949167699 0.0019455598106636039 -0.0052901976612208931 -0.0046845552849390454 -0.0020087961701149406 -0.0070219269172544689 0.0094083453675454752 0.0011802367362115196
leaf_weight=0.0011504658038175896 0.0010001777428429769 0.0013446455756727866 0.0016908587353400596 0.0011754244924704902 0.0015120377668156135 0.0011008891361676924 0.001355047227455366 0.0014727619494883824 0.0012480030455330037
leaf_count=298 321 267 257 109 248 143 420 701 357
internal_value=0 -0.000337447 0.000124562 -0.000670757 -2.2778e-05 0.00100361 -0.00204385 0.00343247 0.00563415
internal_weight=0 0.0120501 0.0108997 0.00955502 0.0083796 0.00686756 0.00304591 0.00382165 0.00272076
internal_count=3121 2800 2502 2235 2126 1878 677 1201 1058
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=13
num_cat=0
split_feature=14 157 0 16 0 16 1 0 1 3 15 52
split_gain=0.000303281 0.000150176 0.000139684 0.000167008 0.000316366 0.000157621 0.000139206 0.000196891 0.000229178 0.00014529 0.000103099 0.000111597
threshold=0.062655000000000016 -0.073574999999999988 -0.019414999999999998 0.38525000000000004 0.15398500000000004 -0.056919999999999991 0.08592000000000001 -0.14920999999999998 0.11551000000000002 0.11296500000000002 -0.055554999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 9 -9 -8 -7 -12
right_child=-2 2 3 -5 -6 10 7 8 -10 -11 11 -13
leaf_value=0.00057892016363897359 -0.00099527415731662 -0.00059621928202470084 0.00051651518180781115 0.00090777071886659051 -0.00075212974710834452 -0.00088926905004230649 0.00016945621744171745 3.8917746513862479e-05 0.0011645371083292583 -0.00067197581390480911 -0.00064395581522225557 0.00022260745203124316
leaf_weight=0.0016498170723060921 0.001005338245352371 0.0010008279886259113 0.0018285213857091578 0.001062117063384882 0.0010601452750734208 0.0012131265042644324 0.0017170430266103959 0.0014064566482257788 0.0011008577538674437 0.0011834342086253224 0.0010094296895565859 0.0010200404661242913
leaf_count=398 104 842 165 75 50 417 87 297 155 64 246 221
internal_value=0 5.24754e-05 -1.13783e-05 0.000281274 5.09205e-05 -0.000131177 3.67844e-05 0.000153935 0.000533131 -0.00017386 -0.000463134 -0.000208409
internal_weight=0 0.0152518 0.013602 0.00395078 0.00288867 0.00965122 0.00640862 0.00540779 0.00250731 0.00290048 0.0032426 0.00202947
internal_count=3121 3017 2619 290 215 2329 1445 603 452 151 884 467
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=9
num_cat=0
split_feature=0 1 47 3 0 12 0 52
split_gain=4.74542e-05 0.00013555 0.000108912 9.13007e-05 8.76652e-05 0.000100272 7.55321e-05 0.000136711
threshold=-0.062294999999999996 0.08592000000000001 0.092530000000000015 0.076840000000000006 0.12113000000000002 0.098810000000000023 -0.14116499999999996 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -2 7 -3
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.006170913264780485 0.0082632882419225433 -0.0051487610384923221 -0.004103120852624851 -0.0027246808597984622 -0.0011177667004369657 0.00060640616388251572 0.0051991177848609033 0.0033960383266002105
leaf_weight=0.0015164254874525732 0.0014841175432654856 0.0011690121395581399 0.001564878083683708 0.00148225308299825 0.001339036226994661 0.0011219116124285937 0.0015930701766276945 0.0017414665795291995
leaf_count=1561 196 84 199 126 131 142 545 137
internal_value=0 -0.00100212 0.000289498 0.00136506 0.00290167 0.00496695 0.00181583 -3.60342e-05
internal_weight=0 0.00758485 0.00606843 0.00542732 0.00394507 0.00260603 0.00450355 0.00291048
internal_count=3121 2526 965 595 469 338 766 221
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=10
num_cat=0
split_feature=0 1 0 4 47 0 52 4 15
split_gain=4.25501e-05 9.97284e-05 8.89799e-05 9.21409e-05 9.44206e-05 9.35305e-05 0.000147773 6.93135e-05 6.59791e-05
threshold=0.18019500000000002 0.077565000000000009 -0.019414999999999998 -0.064804999999999988 0.086380000000000012 -0.14920999999999998 -0.069804999999999992 0.24564500000000003 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -5 -6 -1
right_child=-2 2 -4 4 7 -7 -8 -9 -10
leaf_value=-0.0066028317048328986 0.0040598818686070418 -0.0062082301918285855 0.0057649978067239151 -0.0063307370503456794 -0.0059116684762919669 0.0067078342581792247 0.0045755205317312047 0.001394716876174268 0.00029222700300393569
leaf_weight=0.0017356166859345836 0.0011101506928046226 0.0010467984067160617 0.0013971648164589753 0.0010093034234159859 0.0013600451559871805 0.0016848873484181402 0.0014120786795073226 0.0011231775687608313 0.0010585151639377149
leaf_count=832 36 348 257 40 202 428 134 64 780
internal_value=0 -0.000396961 0.000714629 -0.000209406 0.00074356 0.00276974 2.94709e-05 -0.00260694 -0.00399074
internal_weight=0 0.0118276 0.00903346 0.00763629 0.00658949 0.00410627 0.00242138 0.00248322 0.00279413
internal_count=3121 3085 1473 1216 868 602 174 266 1612
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=13
num_cat=0
split_feature=14 484 475 457 43 42 160 151 4 4 13 2
split_gain=0.000279278 0.000144604 0.000166529 0.000156268 0.000150526 0.000215582 0.000236165 0.000124137 0.000248316 0.000200183 0.000176721 0.000176428
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 0.18116500000000002 -1.0000000180025095e-35 -0.061914999999999991 -0.086029999999999981 0.24564500000000003 -0.0024449999999999997 -0.084034999999999985 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 10 -9 -11
right_child=-2 2 3 4 -6 6 7 8 -10 11 -12 -13
leaf_value=-0.00058737036579973407 -0.00093234248249910313 0.00073993455864712154 -0.00064127672744947932 -0.00038763957275589155 -0.00052058767653791909 -0.00049139157815860431 -0.00017316356915771789 0.0010153116471958148 0.0011329721794081547 0.00033454930535016774 0.00019928938397390533 -0.00066212110978643764
leaf_weight=0.0010984674239433124 0.0010149258836839028 0.0012029683667496962 0.0010307334162683182 0.0019959244238960091 0.0011949912297122252 0.0011849113773654734 0.0011805846438975327 0.0015889823532879749 0.001443494897854101 0.0012937042610567831 0.0019268914158623212 0.0010605890164680498
leaf_count=479 104 315 110 614 180 309 113 219 185 76 336 81
internal_value=0 4.72014e-05 9.33526e-05 3.73977e-05 9.17511e-05 0.000154426 0.000266205 0.000371887 0.00045987 0.000294351 0.000568087 -0.000114442
internal_weight=0 0.0162022 0.0151038 0.0139008 0.0128701 0.0116751 0.00967916 0.00849425 0.00731366 0.00587017 0.00351587 0.00235429
internal_count=3121 3017 2538 2223 2113 1933 1319 1010 897 712 555 157
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=15
num_cat=0
split_feature=14 11 3 2 457 0 15 160 3 1 0 3 1 4
split_gain=0.00028955 0.000143738 0.00015621 0.00040098 0.000200692 0.00012696 0.000271871 0.00021802 0.000171383 0.000160269 0.00021397 0.000124903 0.000121789 4.52585e-05
threshold=0.076175000000000007 0.088215000000000002 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.088020000000000015 -0.077774999999999983 0.10089500000000001 0.13134000000000004 0.096675000000000011 0.090965000000000004 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -4 6 -6 12 -7 10 -10 -11 -8 -1
right_child=-2 -3 4 -5 5 8 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.00024412433698982509 -0.00096546100814392459 -0.00061649484004370147 -0.00076033686858632355 0.0013397664043921435 -0.00032838984187646503 -0.00066425519405010085 0.00038938832614399864 -0.0001225835358927742 -0.00078634157460457581 0.00084671046827199971 0.00028511461966429139 -9.7086916636487635e-06 0.0012106377088041108 -0.00031023884507046278
leaf_weight=0.0010032664006169867 0.0010168934140487576 0.0010376121618493874 0.001078667280931052 0.0011354025300986947 0.0016907124890631758 0.0014403421348235098 0.0010615780715898526 0.001088291704473221 0.0012931142487108338 0.0011448859688352239 0.0012527346890520707 0.0011811967516835442 0.0014703258837826944 0.0010078253036134221
leaf_count=56 101 101 241 63 155 1274 45 43 532 221 29 81 113 66
internal_value=0 4.97385e-05 9.33577e-05 0.00046192 2.05765e-06 7.28102e-05 0.000283337 0.000569028 -0.000104319 6.12206e-05 -0.000259111 0.000411816 0.000866304 -3.36856e-05
internal_weight=0 0.016886 0.0158483 0.00314649 0.0127018 0.0116232 0.00531091 0.0036202 0.00631227 0.00487193 0.00254585 0.00232608 0.0025319 0.00201109
internal_count=3121 3020 2919 185 2734 2493 356 201 2137 863 561 302 158 122
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=12
num_cat=0
split_feature=14 484 475 457 0 2 0 15 1 4 4
split_gain=0.000295593 0.000126699 0.000142606 0.000133279 0.000121094 0.000295223 0.000243848 0.000228217 0.00016456 0.000129787 0.000107074
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 -0.10607499999999999 0.11215000000000001 -0.075684999999999988 -0.03241999999999999 0.080585000000000004 -0.49405499999999997 0.181285
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -6 -8 9 -9 -5
right_child=-2 2 3 4 6 -7 7 8 -10 -11 -12
leaf_value=-0.00053613619626473698 -0.00096016344128955317 0.00070086053057901723 -0.00058132775925431933 0.00034145858142519602 -0.0006433060502737903 -0.00026121946387113956 0.00068493301321663393 -0.00034643887178732822 -0.00066940193226342891 0.00041535660433371141 0.0010125613061141032
leaf_weight=0.0011129392267813813 0.0010030816549262958 0.0011832570453561659 0.0010297344312660993 0.0016717592774119555 0.001735931533087251 0.0018288182427824012 0.0017200781248071255 0.0011898784491288783 0.0011878076089274076 0.0019148243896967131 0.0014626766400009927
leaf_count=479 104 315 110 111 1089 127 296 31 189 172 98
internal_value=0 5.34714e-05 9.74384e-05 4.54788e-05 9.62541e-05 0.000317164 -4.52477e-05 0.000127421 -9.59825e-05 0.000123398 0.000654627
internal_weight=0 0.0160377 0.0149248 0.0137415 0.0127118 0.00496325 0.00774852 0.00601259 0.00429251 0.0031047 0.00313444
internal_count=3121 3017 2538 2223 2113 336 1777 688 392 203 209
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=10
num_cat=0
split_feature=1 12 12 2 12 3 2 3 15
split_gain=4.29914e-05 7.86756e-05 5.30425e-05 5.39283e-05 7.52708e-05 0.000120198 0.00018196 6.17893e-05 0.000160928
threshold=0.13686500000000004 0.11650500000000001 0.10227500000000002 0.098035000000000011 0.084100000000000022 -0.016324999999999996 0.08622500000000001 0.11924500000000002 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -5
right_child=-2 -3 -4 7 -6 6 -8 -9 -10
leaf_value=0.0056089406154763519 0.0034526806596781806 -0.0054757626424729554 0.0044938532718158796 0.0086269998592899064 -0.0050094806535712312 0.0031836699836044887 -0.0079774009101512833 -0.0018076905681286041 -0.001151020654230618
leaf_weight=0.0010790165591104892 0.0013010606954443936 0.0011173557535922576 0.0010198871673171737 0.0012143090093652258 0.0018187262635984058 0.0011616998340271871 0.0012016076668353026 0.0016119100492073546 0.0015485984145872395
leaf_count=263 169 121 227 347 1428 151 114 110 191
internal_value=0 -0.000399349 0.00013296 -0.000328609 -0.00170042 4.79044e-05 -0.0024911 0.00132109 0.00314646
internal_weight=0 0.0117731 0.0106558 0.00963587 0.00526105 0.00344232 0.00236331 0.00437482 0.00276291
internal_count=3121 2952 2831 2604 1956 528 265 648 538
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=14
num_cat=0
split_feature=14 484 475 457 42 1 43 160 151 4 43 4 3
split_gain=0.000261262 0.000156304 0.000182778 9.99641e-05 0.000121214 0.000189256 0.000173138 0.000190423 0.00019078 0.000237278 0.000258 0.00030553 3.71084e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 -1.0000000180025095e-35 0.11146500000000002 0.16180500000000003 -0.061914999999999991 -0.086029999999999981 0.24564500000000003 -0.074359999999999996 -0.0016099999999999997 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 -9 10 -10 12 -12
right_child=-2 2 3 4 6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.00060392145718679493 -0.00088632924580660114 0.00076276729197536286 -0.00051314508662361042 -0.00087141688306240431 -0.00044799839833454256 0.00019720332503387727 -0.00055324318605793233 -0.00033389156346172254 0.00082015428671813916 0.001106902207443786 0.00024189873279536391 -0.00052735995901298798 0.00072764457468038667
leaf_weight=0.0011238907705295341 0.0010459467557228366 0.0012394563144972432 0.0010062379624266619 0.0010338317743476778 0.0011784057544405218 0.0011473859363280159 0.0010123488480405568 0.0012186776770664659 0.0019349729700318856 0.0014125562291975842 0.0010152934754409774 0.0018326507444769474 0.0010495758001524136
leaf_count=479 104 315 110 690 309 48 59 113 162 185 390 113 44
internal_value=0 4.77734e-05 9.63388e-05 3.66644e-05 7.9766e-05 -0.000309291 0.000159415 0.000234238 0.000329226 0.000440768 0.000279439 1.09941e-05 0.000488804
internal_weight=0 0.0162053 0.0150814 0.0138419 0.0128357 0.00218122 0.0106545 0.00964213 0.00846373 0.00724505 0.00583249 0.00389752 0.00206487
internal_count=3121 3017 2538 2223 2113 738 1375 1316 1007 894 709 547 434
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=13
num_cat=0
split_feature=14 11 3 2 376 0 3 52 49 47 15 1
split_gain=0.000184279 0.000131838 0.000155188 0.000240316 0.000116205 0.000167334 0.000409163 0.000136131 0.000208284 0.000150501 0.000103886 0.000101452
threshold=0.054835000000000009 0.087830000000000005 -0.12018999999999998 0.10467500000000002 0.048375000000000008 -0.053834999999999994 0.10542000000000001 -0.081429999999999989 -0.069799999999999987 0.092710000000000015 -0.10203999999999998 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -4 -9 10 -10 -12
right_child=-2 -3 4 -5 -6 6 -8 8 9 -11 11 -13
leaf_value=6.3485959410375153e-05 -0.00070810582991513325 -0.00053742255682972867 0.00049449681473458977 0.0011113910535641188 0.00046962845517233118 -0.0012364396417928027 0.00028038116178611387 -0.00074514313084823728 -0.00014979349766210741 -0.00036787647332320214 0.00015163968840892165 0.00081952823566957286
leaf_weight=0.0017197056830116084 0.0010136777967488788 0.0010616663159339632 0.0016000914930045813 0.0010134616834418519 0.0013586119267990316 0.0010599866452893651 0.0010137856546814927 0.0010826928745939568 0.0012784442872971393 0.0016074512316234177 0.0015301034141162071 0.0011689738384006998
leaf_count=109 110 107 410 67 154 220 66 119 198 185 1239 137
internal_value=0 4.31308e-05 8.58343e-05 0.00045205 2.85812e-07 -6.13738e-05 -0.000494926 4.73725e-05 -5.99274e-05 7.29073e-05 0.000251043 0.000440903
internal_weight=0 0.015495 0.0144333 0.00273317 0.0117001 0.0103415 0.00207377 0.00826776 0.00666767 0.00558497 0.00397752 0.00269908
internal_count=3121 3011 2904 176 2728 2574 286 2288 1878 1759 1574 1376
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=15
num_cat=0
split_feature=14 484 43 3 42 39 48 16 3 4 1 15 12 475
split_gain=0.000212643 0.00015363 0.000168253 0.000277242 0.000207733 0.000241956 0.000241939 0.000268916 0.000300656 0.000153952 0.000341606 0.000261228 0.000102735 9.75788e-05
threshold=0.062655000000000016 0.073690000000000019 0.16180500000000003 0.16158000000000003 -0.12995999999999999 0.084405000000000008 0.11951500000000001 -0.15241499999999997 -0.10519499999999998 0.0061450000000000003 0.086560000000000012 -0.095869999999999983 0.09141500000000001 -0.051009999999999993
decision_type=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 -11 -9 -3
right_child=-2 13 -4 -5 5 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=-0.00089100778445650255 -0.00085887339284685196 0.00096221192924139567 -0.00074225738507593226 0.00088257423134252902 0.0011277616189162103 0.00080748224354870377 -0.00094134851428041789 -0.00033555080435679395 -7.8104380060422542e-05 -0.00049739426054712008 -0.0012179549186973784 0.00082281523150500783 0.0004333007205426329 0.00012852662068310385
leaf_weight=0.0010117288016841105 0.0010296963487845248 0.0010020963797822691 0.0011245663844944029 0.0012821506783117437 0.001436024650423473 0.0012748037383821095 0.0010795876817540186 0.0016454972852091463 0.0016328705316719962 0.0010507091419202919 0.0013566029907826176 0.0011712384465924252 0.0010533618064201 0.0010757668885393061
leaf_count=111 104 155 200 118 59 236 60 700 155 72 479 141 307 224
internal_value=0 4.04764e-05 -2.68812e-05 3.06045e-05 -5.53236e-05 1.69359e-05 -7.97265e-05 1.97991e-05 0.000486155 -0.000208193 -0.000431025 0.000198518 -3.54689e-05 0.00053059
internal_weight=0 0.017197 0.0151191 0.0139946 0.0127124 0.0117007 0.0104259 0.0093463 0.0030689 0.00627741 0.00405546 0.00222195 0.00269886 0.00207786
internal_count=3121 3017 2638 2438 2320 2209 1973 1913 214 1699 1486 213 1007 379
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=11
num_cat=0
split_feature=14 15 4 2 52 47 42 160 16 4
split_gain=4.34735e-05 9.22278e-05 6.56535e-05 6.69857e-05 8.67647e-05 8.55202e-05 7.87241e-05 4.82888e-05 9.9828e-05 8.98913e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 0.10981000000000002 0.0031350000000000002 0.10699500000000002 0.088465000000000002 -0.025879999999999997 -0.056919999999999991 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 9 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0036131455834414808 0.005574748596928321 0.0027574098101995612 -0.0042551767586453577 -0.00060948101324124354 0.0070721634329066691 0.0047066523716607625 -0.0062926418198719974 0.005412019705661404 -0.0047624168576463214 -0.0024503608730490254
leaf_weight=0.0011464126764679774 0.0011328830655235505 0.0013334637309997295 0.0013231012363010284 0.0010792403192126394 0.0011186487089065097 0.0010022998634387943 0.0010184513648174142 0.00104611134498548 0.001867336886066457 0.0011300326514251217
leaf_count=140 232 421 148 229 132 100 593 542 466 118
internal_value=0 0.000325616 -0.000219015 0.000337517 0.00330021 -0.000542712 -0.0013654 -0.000432131 -0.00148398 0.00132923
internal_weight=0 0.0120516 0.0109187 0.00959558 0.00219789 0.0073977 0.0063954 0.00537694 0.00404348 0.00217614
internal_count=3121 2981 2749 2601 361 2240 2140 1547 1126 660
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=15
num_cat=0
split_feature=14 157 48 14 48 13 52 1 42 2 0 457 15 2
split_gain=0.000275006 0.000205742 0.000181283 0.000271883 0.000246283 0.000163777 0.000297745 0.000149249 0.000160438 0.000125101 0.000133062 0.000105036 8.03551e-05 0.000159387
threshold=0.062655000000000016 -0.073574999999999988 0.12879500000000002 -0.10708499999999999 0.097025000000000014 -0.084034999999999985 0.10744000000000002 0.13075500000000004 0.075730000000000006 0.10402500000000002 -0.08824499999999999 0.032140000000000009 -0.095244999999999982 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 7 8 11 10 -5 12 -7 -14
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.00061248378629342353 -0.00092769771174697939 -0.0007602659986041309 -0.00069662501066256131 0.0001478806059051938 0.00080926784563815576 -1.3990581697514711e-05 0.00069765112271997836 0.00034539778690667036 -0.00094852626729655337 -0.00014155005091237468 0.0010188621791833532 0.00028363861817451387 -0.0011098584824573714 -9.4937483249099512e-05
leaf_weight=0.0018336761356340563 0.0010230992455127477 0.0013006750128829883 0.0012296581362664016 0.0011312721896471842 0.0014599686869965498 0.0012071017200633166 0.0012170162558987306 0.001061507761439799 0.0013158583660747404 0.0011453763379545359 0.0011717013516442795 0.0010152539424694712 0.0010189660313192905 0.001012037509089958
leaf_count=398 104 99 78 218 173 128 286 58 410 116 268 115 504 166
internal_value=0 3.91212e-05 -2.96564e-05 2.86889e-05 0.000109135 1.86458e-05 -0.00012594 -0.000277103 -0.000395754 0.000347693 0.000591017 -0.000224743 -0.000384137 -0.000604129
internal_weight=0 0.0171201 0.0152864 0.0140567 0.0127561 0.0112961 0.00784774 0.00663073 0.00556922 0.00344835 0.00230297 0.00425336 0.00323811 0.002031
internal_count=3121 3017 2619 2541 2442 2269 1667 1381 1323 602 486 913 798 670
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=10
num_cat=0
split_feature=48 48 51 484 151 43 1 16 52
split_gain=4.476e-05 8.68932e-05 0.000147911 5.98543e-05 8.02095e-05 7.54141e-05 9.67461e-05 0.00012817 6.86428e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 0.084040000000000017 -0.039414999999999999 0.05259500000000001 0.11212500000000002 -0.084119999999999986 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.0040882950144834436 -0.0039299523192293353 0.0047738136228919837 -0.006994054213261598 0.0044288700943235773 -0.0093007402599076111 0.0025918648046113438 0.0013632774907181323 -0.0050236488604174755 0.0017875067821521938
leaf_weight=0.0014146037546136697 0.0010087083320041755 0.0014351452563055199 0.0011031388605195333 0.0012466462559050763 0.0011509879213375701 0.0016942686539014292 0.001926729951668388 0.0010263681939329666 0.0011978285878669042
leaf_count=293 90 263 286 310 465 307 190 604 313
internal_value=0 0.000306518 -0.000289288 0.000476577 -0.000109232 -0.000957957 -0.00209233 -0.00406497 -0.00135554
internal_weight=0 0.0121957 0.0107606 0.00965743 0.00841079 0.00699618 0.00530191 0.00337518 0.0022242
internal_count=3121 3031 2768 2482 2172 1879 1572 1382 917
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=10
num_cat=0
split_feature=41 150 3 49 0 1 13 12 2
split_gain=4.54242e-05 8.13864e-05 9.86754e-05 8.58821e-05 8.10823e-05 0.000116763 0.000109984 8.69966e-05 3.21135e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 -0.23001499999999997 0.12765500000000005 -0.084034999999999985 1.0000000180025095e-35 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0053602484140787615 -0.0041563533261576293 -0.0046680643998395412 0.0066045862171761607 -0.0044569423722450171 -0.00068082410251756552 0.0066172760437048566 -0.0012392830939600354 -0.0090487107754949163 0.0043765304200615576
leaf_weight=0.0019185482963119992 0.0011062189820537924 0.0013055202982851311 0.0010142817757476967 0.0015976173480255944 0.0010025391084746513 0.001039932352607886 0.0017967935870043274 0.0010174045653937984 0.0013306422369610965
leaf_count=215 170 113 54 603 430 170 234 1048 84
internal_value=0 0.000362438 0.000975199 1.90983e-05 0.00101207 9.52962e-05 -0.00122235 -0.00406259 0.00220345
internal_weight=0 0.0120233 0.0107178 0.00879921 0.00720159 0.00618731 0.00514738 0.0028142 0.00233318
internal_count=3121 2951 2838 2623 2020 1966 1796 1282 514
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=15
num_cat=0
split_feature=14 43 52 43 40 1 16 157 4 1 3 2 151 16
split_gain=0.000452153 0.000145596 0.000179086 0.000172199 0.000183564 0.00014707 0.000351493 0.000243082 0.000223555 0.000195548 0.000177268 0.000284408 0.000345965 0.000157207
threshold=0.076175000000000007 0.18116500000000002 0.25317500000000004 -0.40263499999999991 -0.013874999999999998 0.13146500000000003 0.22339500000000004 -0.077384999999999995 -0.083854999999999985 0.079415000000000013 0.11924500000000002 0.089885000000000007 -0.0083949999999999979 -0.096824999999999981
decision_type=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 13 -13 -11
right_child=-2 -3 -4 4 5 -7 -8 8 9 10 -12 12 -14 -15
leaf_value=-0.00044717243874876829 -0.0010623637495383877 -0.00050525707516699628 -0.00052843776325929364 0.00074063860704689556 0.00083162943808808281 0.00065174725479094577 -0.00082551220788243526 0.00061974915530575063 -0.00075706417584887789 0.00018056990129750738 -0.00058230254595510115 -6.9250048713681014e-05 0.0012699429088021241 -0.00069139142031469762
leaf_weight=0.0012486544550620879 0.001078892224787408 0.0012091860050798221 0.0011864017556121797 0.0015684322238935589 0.0013348203600735053 0.0013503117880248614 0.0011104049084787139 0.0016092214995285861 0.0010014843762161975 0.0012753157015571448 0.0010225562831847057 0.0010396649335575603 0.0011247173444202119 0.0010607012517219877
leaf_count=93 101 200 287 275 224 119 355 310 665 54 62 56 53 267
internal_value=0 5.45924e-05 9.70813e-05 0.000147407 0.000202411 0.000131646 6.52588e-05 0.000169723 6.1097e-05 -7.66918e-05 4.66809e-05 0.000189595 0.000626659 -0.000215356
internal_weight=0 0.0171419 0.0159327 0.0147463 0.0134976 0.0119292 0.0105789 0.00946848 0.00813366 0.00652444 0.00552296 0.0045004 0.00216438 0.00233602
internal_count=3121 3020 2820 2533 2440 2165 2046 1691 1467 1157 492 430 109 321
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=10
num_cat=0
split_feature=52 52 16 1 43 14 15 16 3
split_gain=4.8824e-05 0.000105869 6.36585e-05 9.62367e-05 0.000125339 4.99536e-05 8.24456e-05 0.000106492 8.42504e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.25084500000000004 0.088975000000000012 -1.0000000180025095e-35 -0.073114999999999986 -0.15026499999999995 -0.29154999999999992 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -9
right_child=1 2 -4 5 -6 6 7 8 -10
leaf_value=-0.0040875698363145169 0.0045032672219852375 -0.0087582919857514974 0.0041954875136074911 -0.0033385239088270916 -0.0003561784840684403 0.0061053747688396397 -0.0049598764995527874 -0.0007556973815378078 0.006170547328778221
leaf_weight=0.0010537234914635369 0.0019819571894350236 0.0012293243256905236 0.0010177544939208921 0.001162221559681445 0.0015730370156565882 0.0010530011474147397 0.0012191319118231639 0.0017137052434761935 0.0011344081862456057
leaf_count=354 417 1037 57 106 418 170 108 377 77
internal_value=0 0.000337223 -0.000480084 -0.00100388 -0.00404197 0.000351294 0.00118883 -8.40537e-05 0.00200304
internal_weight=0 0.0120845 0.0101026 0.00908483 0.00280236 0.00628247 0.00512025 0.00406725 0.00284811
internal_count=3121 2767 2350 2293 1455 838 732 562 454
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=14
num_cat=0
split_feature=14 484 457 43 42 1 15 1 0 43 3 49 12
split_gain=0.000332869 0.000135555 0.000147053 0.000170496 0.000214469 0.000132675 0.000199145 0.000174879 0.000183456 0.000286335 0.000186945 0.000142188 7.3403e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.0029299999999999994 0.18116500000000002 -0.12995999999999999 0.11230000000000001 0.079055000000000014 0.10708500000000001 -0.12333499999999999 0.070450000000000013 -0.13927999999999999 0.005085000000000001 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 10 -10 -7 -12
right_child=-2 2 3 -5 5 11 -8 -9 9 -11 12 -13 -14
leaf_value=-0.00055154451939349507 -0.0010226020377760094 -0.00056126337517585121 -0.00059304418452175956 -0.00050061405038590761 0.0008477744316375016 0.00089504159610357922 -0.00056138731266996164 -0.00033875616297239915 0.00059138305699205009 0.00096789047184476888 -0.00058204505475648028 0.00010604072693952977 4.5536134843937813e-05
leaf_weight=0.0011418132805793872 0.0010048404095254751 0.0010448742729726327 0.0010265972057475542 0.0012379663352332345 0.0019350637264348739 0.0019316763586315127 0.00110913500802507 0.001341841458523188 0.0010065238200014396 0.001157252292007355 0.001527162255541295 0.0012246640116476987 0.0010200138453790586
leaf_count=480 101 155 113 185 127 300 821 93 87 37 359 67 196
internal_value=0 5.08971e-05 9.50972e-05 0.000142336 0.000202273 0.000268905 0.000157875 0.000257747 0.000378182 0.000185293 -6.95581e-05 0.000588908 -0.000330731
internal_weight=0 0.0167046 0.0155628 0.0145179 0.0132799 0.0122533 0.00909699 0.00798786 0.00664602 0.00471095 0.0035537 0.00315634 0.00254718
internal_count=3121 3020 2540 2385 2200 2087 1720 899 806 679 642 367 555
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=11
num_cat=0
split_feature=52 52 51 42 43 52 3 3 52 2
split_gain=3.97769e-05 9.15429e-05 0.000105888 7.32073e-05 8.31013e-05 8.28071e-05 9.44742e-05 0.00011871 7.2436e-05 0.000109723
threshold=-0.26636999999999994 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 -0.15582499999999996 -0.057699999999999994 -0.13309499999999996 -0.075634999999999994 0.070205000000000017 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9
right_child=1 2 3 4 5 6 7 8 -10 -11
leaf_value=-0.0038368734675184447 0.0057401100325907475 -0.0063850863204143113 -0.0048509425280380287 0.0064681346354823633 0.0049298831460628375 -0.0051410451761376603 0.0068695210477307464 0.0014296873234760676 0.0022796985540979838 -0.0076892315497632978
leaf_weight=0.00105562220255078 0.0011806282445397222 0.001074751211564238 0.001004420501347564 0.0010301394938407871 0.0013301759428040643 0.0015307918602527667 0.0010342063843153024 0.0010547268566555271 0.0016716315021471895 0.0011719107980573558
leaf_count=354 284 253 681 82 179 101 617 166 263 141
internal_value=0 0.000314908 -0.000272572 0.000395868 0.000993131 0.000269444 -0.0006897 0.000691773 -0.000947176 -0.00336973
internal_weight=0 0.0120834 0.0109028 0.009828 0.00882358 0.00779344 0.00646327 0.00493248 0.00389827 0.00222664
internal_count=3121 2767 2483 2230 1549 1467 1288 1187 570 307
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=11
num_cat=0
split_feature=52 52 4 133 151 13 4 1 2 13
split_gain=4.12312e-05 0.000110444 0.000101079 7.0556e-05 0.000134727 0.000202385 0.000115181 0.000124815 9.31696e-05 0.000170009
threshold=0.25317500000000004 0.11008000000000001 -0.42529999999999996 -0.0061299999999999992 -0.083274999999999988 -0.084034999999999985 0.0061450000000000003 0.081315000000000012 0.10774000000000002 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 9 -8
right_child=-2 -3 3 4 5 6 8 -9 -10 -11
leaf_value=-0.007277759061903164 -0.0045627481908006289 0.0073701644549083491 -0.0051836617162080607 -0.0058528345896303501 0.0092481156486840486 0.0017179949709660533 0.010615384421373903 -0.0097693487118712553 -0.0032490617661148306 -0.0017684032823005861
leaf_weight=0.001058937752697167 0.0010220750916086147 0.0011322059466952793 0.001120089417413297 0.0013147138440012841 0.0017830536727402061 0.0010149376221958678 0.0014056192615986515 0.001087796951825374 0.0010221926987067581 0.0010945789574259845
leaf_count=177 322 211 732 291 366 369 168 306 157 22
internal_value=0 0.000366269 -0.000361113 0.000383001 0.00109781 0.00233132 0.000138833 -0.00422469 0.00274369 0.0051938
internal_weight=0 0.0120341 0.0109019 0.00984298 0.00872289 0.00740818 0.00562513 0.00210273 0.00352239 0.0025002
internal_count=3121 2799 2588 2411 1679 1388 1022 675 347 190
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=14
num_cat=0
split_feature=14 147 484 475 457 11 3 160 51 43 13 2 4
split_gain=0.0003366 0.000148505 0.000197898 0.000149138 0.000124581 0.000130103 0.000142109 0.000183879 0.000233192 0.000161605 0.000229776 0.000171873 6.29068e-05
threshold=0.076175000000000007 0.089025000000000007 -0.0068949999999999992 -0.07409499999999998 -0.0029299999999999994 0.079915000000000014 -0.12711499999999995 -0.080719999999999986 0.045645000000000005 -0.074359999999999996 0.01128 0.097845000000000015 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 10 -9 -11 -13
right_child=-2 -3 3 4 5 -7 7 8 -10 11 -12 12 -14
leaf_value=-0.00075969659319088609 -0.0010272914680031337 0.00067569672671619898 0.00070881930070816135 -0.00060278029699207094 0.0006342036710222734 -0.00052807505512456044 -0.00062904806779467569 0.00098575585386546666 0.00070217274010686928 -0.00068318819685226186 -9.2056193299999529e-05 0.00038664190512820845 -0.00024243038544247638
leaf_weight=0.0010371937223049308 0.0010065032967642709 0.0011632736328863738 0.0010743467031908158 0.0010149456226293549 0.0015066677991855135 0.0011307143516376969 0.0011952492502804906 0.0010264908041438684 0.0018317329562295287 0.0017702069245122817 0.0017651434070652186 0.0010841017124571597 0.0010053491636980404
leaf_count=469 101 118 263 108 65 102 334 258 204 719 137 86 157
internal_value=0 5.1548e-05 4.53022e-06 5.95565e-05 7.23082e-06 5.75024e-05 0.0001167 3.61374e-05 0.000129861 -2.77503e-05 0.000304258 -0.000267887 8.39608e-05
internal_weight=0 0.0166054 0.0154421 0.0144049 0.0133306 0.0123157 0.0111849 0.00967827 0.00848302 0.00665129 0.00279163 0.00385966 0.00208945
internal_count=3121 3020 2902 2433 2170 2062 1960 1895 1561 1357 395 962 243
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=12
num_cat=0
split_feature=484 457 4 12 15 151 0 12 13 12 47
split_gain=0.000125729 8.99675e-05 0.000134386 0.000160686 0.000151565 0.00011641 0.000280066 0.000102948 0.000101745 0.000203678 0.000135584
threshold=-0.0068949999999999992 -0.0029299999999999994 0.24564500000000003 0.09857500000000001 -0.11713499999999999 -1.0000000180025095e-35 -0.14832499999999996 0.091200000000000017 -0.083364999999999981 1.0000000180025095e-35 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 -3 -7 -4 -8 10 -10
right_child=1 2 4 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.0005993509174863753 -0.0004988830075713448 0.00049153074468533586 0.0005283237930305744 -0.00055175282889267365 0.00093742877626097859 -0.00094271903011156869 0.00049478488203181137 -0.00027570248729307781 -0.0001143745034187973 -0.00069764213696990726 0.00070416646503932616
leaf_weight=0.0011585658549995775 0.0010087638415973441 0.0019139247938574503 0.0011009245431806321 0.0017055391753275527 0.0012283805920187416 0.0010257836100566187 0.0018202443075927329 0.0011633317105227414 0.0017327836165801757 0.001191356807734357 0.0012282435287009896
leaf_count=503 156 260 220 350 97 80 381 53 135 842 44
internal_value=0 4.48472e-05 8.37186e-05 -2.17669e-05 0.000404402 7.96556e-05 -3.2984e-05 0.00011523 0.000123261 -3.96011e-05 0.000225159
internal_weight=0 0.0151193 0.0141105 0.0106179 0.00349264 0.00891234 0.00699841 0.00226426 0.00597263 0.00415238 0.00296103
internal_count=3121 2618 2462 2092 370 1742 1482 273 1402 1021 179
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=13
num_cat=0
split_feature=14 484 475 15 3 52 150 16 0 2 2 13
split_gain=0.00016751 0.000129592 0.000146971 8.91067e-05 0.000211017 0.000171388 0.000202226 9.58053e-05 0.000254373 0.000184985 0.000152204 7.95264e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -0.03241999999999999 -0.10519499999999998 0.091820000000000013 0.081835000000000019 0.38525000000000004 0.15398500000000004 0.10672500000000001 0.092365000000000017 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 11 8 9 10 -5 -6
right_child=-2 2 3 7 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00055175512116205372 -0.00071440782348306312 0.0007038905276653142 0.00079283395905354031 -9.0988959231705138e-05 -3.1665850824735992e-05 0.00069312287582334691 0.00036362026805045243 0.00031570357563409656 -0.0010366713819549417 -0.00061512845244595261 0.00077656290962240817 -0.00065406917078758976
leaf_weight=0.0011245057208698521 0.0010261682713692535 0.0011641584999195079 0.0014391353867271306 0.0018424602851081122 0.0010676147928206244 0.0010035552649487979 0.0016946170880289407 0.0013166920581690958 0.0010307316948103273 0.0012410809573590031 0.0010371025581908284 0.001825441982609009
leaf_count=479 110 315 98 879 245 189 184 61 35 121 153 252
internal_value=0 4.08851e-05 8.6336e-05 3.30756e-05 0.000174245 1.50257e-05 -0.000133308 -0.000120366 -0.000231826 -3.05031e-05 0.000221468 -0.000424386
internal_weight=0 0.0157871 0.0146626 0.0134984 0.00703036 0.00559123 0.00458767 0.00646807 0.00515138 0.00412064 0.00287956 0.00289306
internal_count=3121 3011 2532 2217 968 870 681 1249 1188 1153 1032 497
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=13
num_cat=0
split_feature=14 11 157 3 124 124 16 13 160 151 1 4
split_gain=0.000168214 0.000136599 0.000155727 0.000137373 0.000115826 0.000124075 0.000345029 0.00030421 0.0001991 0.000233033 0.000138222 0.000232141
threshold=0.054835000000000009 0.087830000000000005 -0.08107499999999998 -0.13927999999999999 -0.043384999999999993 1.0000000180025095e-35 0.22339500000000004 -0.23438999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -9 -10 11 -11
right_child=-2 -3 3 4 5 -7 -8 8 9 10 -12 -13
leaf_value=0.00072819474960821896 -0.00073094941190469931 -0.00059796544723483033 0.00049991579922233726 0.00053955309083576351 0.00091950138274634685 0.00051146967299409282 -0.00099341074045472566 -0.00081616525374161137 -0.00069036505830771735 0.00055495848195271616 0.00058203830158403509 -0.00059302617015605415
leaf_weight=0.0012063570018849201 0.0010132986071300634 0.0010487912712631173 0.001864891755412045 0.0010644817322104068 0.0010340626924698797 0.0010201028111071981 0.0014567175560542206 0.0012693521045633038 0.0013021538252270034 0.0010752051394522454 0.0018552676297758919 0.001364576041368987
leaf_count=294 110 107 126 234 118 75 265 520 155 445 75 597
internal_value=0 4.59935e-05 9.25291e-05 3.49015e-05 -4.08901e-05 -0.00010043 -0.000167137 -1.47886e-05 -0.000155487 -5.65636e-06 0.000201931 -8.71124e-05
internal_weight=0 0.015562 0.0145132 0.0133068 0.0114419 0.0103774 0.00935733 0.00790062 0.00686655 0.0055972 0.00429505 0.00243978
internal_count=3121 3011 2904 2610 2484 2250 2175 1910 1792 1272 1117 1042
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=10
num_cat=0
split_feature=124 151 4 16 48 52 2 12 12
split_gain=3.89155e-05 5.15898e-05 9.69247e-05 0.000133784 9.3346e-05 8.65759e-05 6.42696e-05 5.95074e-05 5.55249e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.10925999999999998 0.097220000000000015 0.095175000000000023 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -4 -7
right_child=1 2 7 4 -6 6 -8 -9 -10
leaf_value=0.0038884706668499288 -0.0041064120845663576 -0.0070503339731886735 0.006441485132920725 -0.0067236190002279064 0.0049565112463829863 0.0014786832100394188 0.0037478641477379782 0.00050613785552023932 -0.0052945746921892146
leaf_weight=0.0010676681349378282 0.0014715853840286701 0.0014185677255241736 0.0014748779688433531 0.001025067262161789 0.0014483216878048641 0.0010692188464047603 0.0014691436830831608 0.0016077355129757165 0.0011374706524544505
leaf_count=259 303 323 226 361 187 83 200 87 1092
internal_value=0 -0.00036124 0.000156237 -0.00114302 0.000219739 -0.00123963 0.000289666 0.00334591 -0.00201269
internal_weight=0 0.012122 0.0106504 0.00756779 0.00614922 0.0047009 0.00367583 0.00308261 0.00220669
internal_count=3121 2862 2559 2246 1923 1736 1375 313 1175
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=13
num_cat=0
split_feature=14 484 475 43 160 42 0 1 1 2 16 3
split_gain=0.000184159 0.000140613 0.00014837 0.000106952 0.000177564 0.000135719 0.000126023 0.000284969 0.000166524 0.000144416 0.00019273 6.19906e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.18116500000000002 -0.030779999999999998 -1.0000000180025095e-35 -0.15931499999999996 0.12811000000000003 0.10887500000000001 0.098035000000000011 -0.056919999999999991 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 9 -7 10 -8 -11
right_child=-2 2 3 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=-0.00058752745433592263 -0.00075866181782945422 0.00073679998854420364 -0.00054899128789610353 -0.00052124185095132382 -0.00029432170957144376 0.00035367447551295893 0.00034399215024385083 0.0012855293171551924 -0.00057379926539159049 0.00028752746974805576 -0.00062872637980167418 0.00090740356733013826
leaf_weight=0.0010915483918423593 0.0010226033181250918 0.0011502024442163273 0.0013048828320411801 0.0010489641424167697 0.0017660019821275708 0.0014497136915772053 0.0017681236435297557 0.0010560676946964687 0.0012146080053685449 0.0011357577546351021 0.0011461974317370147 0.0010693431851707819
leaf_count=479 110 315 398 180 561 69 375 129 54 143 210 98
internal_value=0 5.13836e-05 0.00010081 4.43645e-05 9.41769e-05 0.000173309 0.000266731 0.000411639 -6.91412e-05 0.000231367 -3.85764e-05 0.000588131
internal_weight=0 0.0152014 0.0141099 0.0129597 0.0119107 0.0106058 0.00883981 0.00617549 0.00266432 0.00511942 0.00291432 0.0022051
internal_count=3121 3011 2532 2217 2037 1639 1078 955 123 826 585 241
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=11
num_cat=0
split_feature=1 12 12 47 15 49 4 0 49 52
split_gain=3.84937e-05 8.15404e-05 6.41468e-05 5.83893e-05 6.95723e-05 0.000203956 0.000141561 0.00013625 5.15889e-05 5.02043e-06
threshold=0.13686500000000004 0.11650500000000001 0.10312500000000001 0.092530000000000015 -0.033689999999999991 -0.006494999999999999 -0.10429499999999998 -0.14920999999999998 -0.045154999999999994 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 9 8 -1 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0025082628002919918 0.003365285211316823 -0.0057815752128919876 0.0051764460120668626 -0.004152304842272918 -0.0092723040328199294 -0.0037893942073870084 0.005405908792945782 0.007714265124244073 -0.0041901013383358176 -0.0017004736266010793
leaf_weight=0.001009444371062429 0.0013260203030987247 0.0011137820889489313 0.0010127139116397716 0.0015000229116074433 0.0010830494247880957 0.0010041627237715794 0.0017392218617380086 0.0013740842639497651 0.0010036089634632567 0.0010101808112358418
leaf_count=53 169 121 209 256 250 184 1049 695 71 64
internal_value=0 -0.000393423 0.000165533 -0.000356345 0.000336043 -0.00127429 0.00103345 0.00263549 -0.000831211 -0.00274181
internal_weight=0 0.0118503 0.0107365 0.00972378 0.00822375 0.00483661 0.00375357 0.00338714 0.00201305 0.00201434
internal_count=3121 2952 2831 2622 2366 1547 1297 819 124 248
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=11
num_cat=0
split_feature=52 52 4 474 49 0 13 16 1 2
split_gain=4.06949e-05 8.4234e-05 8.5744e-05 0.00010337 0.000118982 9.2713e-05 0.000225474 0.000125415 5.01798e-05 3.47392e-05
threshold=0.25317500000000004 0.11008000000000001 -0.35136499999999998 0.084660000000000027 -0.081404999999999991 -0.084044999999999995 0.0076650000000000008 -0.15241499999999997 0.094465000000000007 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 9 -9 -6
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.0043750417487227501 -0.0035493609149838956 0.0051062280714693504 0.0047055765986196915 0.0060652486119356129 0.0026454931871967616 0.0069790171101349902 -0.0034430532447552193 -0.0091186078880698494 -0.0033740353434378997 -0.0021880953413415524
leaf_weight=0.001475257474309267 0.0010339889572833641 0.0011356751347938914 0.001404879552552917 0.0010074284547615152 0.0010450201918359562 0.0013246615610854684 0.0015601977307375834 0.0010275710546573226 0.0010725448845219851 0.0010082721905255803
leaf_count=199 322 211 165 281 134 727 200 662 107 113
internal_value=0 0.000290871 -0.000209657 0.00044057 -0.000230561 -0.00121584 0.00134252 -0.00299282 -0.00618481 0.000271953
internal_weight=0 0.0120615 0.0109258 0.00945058 0.00844315 0.00703827 0.00288486 0.00415341 0.00210012 0.00205329
internal_count=3121 2799 2588 2389 2108 1943 927 1016 769 247
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=11
num_cat=0
split_feature=147 52 52 4 0 157 13 3 15 4
split_gain=4.38318e-05 8.56474e-05 8.86061e-05 6.4785e-05 0.00015166 9.87341e-05 0.000133474 0.000155349 8.48546e-05 3.16876e-05
threshold=0.089025000000000007 0.19022000000000003 0.10744000000000002 -0.42529999999999996 -0.019414999999999998 -0.077384999999999995 -0.084034999999999985 0.097915000000000016 -0.053579999999999996 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 9 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.0052527329156418345 0.0037430549310791114 -0.0060701977334447904 0.0058753093166471421 0.0047507152179100858 0.0061701579645789106 0.0022965147841476955 -0.0020316687019788188 -0.010981074440658271 -0.006483394854335525 0.0030480901371685493
leaf_weight=0.001056416724978749 0.0011880132172059086 0.0010203345195375956 0.0010277973125396135 0.0010439053370042443 0.0014547439993950872 0.002000090087970822 0.001006860547488182 0.0010483681447778226 0.001096555484592825 0.0010610611101888319
leaf_count=171 124 346 203 271 126 557 286 62 763 212
internal_value=0 -0.000390022 0.000146824 -0.000455932 0.000125755 -0.00108594 -0.00206662 -0.00413806 -0.00187102 0.000574781
internal_weight=0 0.0118161 0.0107958 0.009768 0.00871158 0.00725684 0.00621294 0.00421285 0.00316448 0.00206792
internal_count=3121 2997 2651 2448 2277 2151 1880 1323 1261 498
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=11
num_cat=0
split_feature=41 484 160 51 160 2 15 0 12 2
split_gain=3.99265e-05 7.06708e-05 9.59286e-05 8.73062e-05 6.94808e-05 0.000115775 0.000108345 0.00010647 6.94232e-05 3.98917e-05
threshold=0.075585000000000013 0.085515000000000022 -0.081399999999999986 0.095050000000000009 0.086870000000000017 0.10097500000000002 -0.016799999999999995 -0.053834999999999994 0.084100000000000022 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 -7
right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11
leaf_value=-0.0071312263643824991 -0.0043210630824889766 0.0058905120046267431 0.0032027801557819825 0.0067126348252575449 -0.0057633130140840932 -0.006941890347738143 0.010747869754117465 -0.0065518171597995466 0.0024413269312697368 -0.00099557264123182796
leaf_weight=0.0010088453260997674 0.0010937040307627257 0.0011662258656296521 0.0015955057929287939 0.0011124436223902906 0.001123978506696887 0.0010911606518417963 0.0010846298745821729 0.0010170895071510149 0.0011514494231105649 0.0014699334144576356
leaf_count=380 170 330 357 181 276 158 128 64 762 315
internal_value=0 0.000384189 -0.000218494 0.000504473 -0.000304812 0.000523181 0.00266357 -0.000594708 0.00647049 -0.00352902
internal_weight=0 0.0118213 0.010655 0.00964619 0.00853375 0.00740977 0.00484867 0.0026126 0.00223608 0.00256109
internal_count=3121 2951 2621 2241 2060 1784 1311 421 890 473
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=10
num_cat=0
split_feature=147 0 0 52 2 3 3 16 52
split_gain=4.07749e-05 7.9384e-05 0.000164575 9.70203e-05 6.99068e-05 0.000104602 0.000113655 5.95023e-05 0.000163095
threshold=0.089025000000000007 -0.075359999999999996 -0.10607499999999999 0.11434500000000002 0.11215000000000001 0.090900000000000009 -0.011549999999999998 0.064860000000000015 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0035206713381362299 0.0036205950317089383 0.0064784364391506314 -0.0080910154829771999 -0.0042667590521690479 -0.0035936086708371956 0.0063450304814675618 -0.0060510701996562399 -0.0024056151299096532 0.0075832238547601837
leaf_weight=0.0010535399496966469 0.0011811165801623993 0.0013048414907516686 0.0014143051415132059 0.0010008745549418717 0.0016603890961540552 0.0012168364422594224 0.0010342024039836093 0.0018923313143833706 0.0010802274891519303
leaf_count=182 124 361 1554 171 147 83 94 383 22
internal_value=0 -0.000378787 -0.00191839 0.00148197 -0.000160079 0.0015651 -0.00122087 0.00282712 0.00122433
internal_weight=0 0.0116575 0.00637927 0.00527827 0.00496497 0.00330458 0.00208774 0.0042774 0.00297256
internal_count=3121 2997 2060 937 506 359 276 766 405
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=10
num_cat=0
split_feature=1 4 133 151 150 0 12 15 15
split_gain=4.80055e-05 0.00014864 7.17118e-05 6.86374e-05 0.000110924 0.00012049 0.000159198 7.97873e-05 7.71566e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.056735000000000001 0.081835000000000019 -0.075359999999999996 0.051320000000000005 -0.015039999999999998 -0.10653
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -2
right_child=3 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0047049026094339516 -0.0013809955605524444 -0.0083812374000622487 -0.0031240287310663837 -0.0043035105830116259 0.006542674202602532 0.010551981659221324 -0.0015963934954394659 0.0028672884697700301 -0.0092097706870455671
leaf_weight=0.0013150821194130883 0.0017233295152190666 0.001291948723436704 0.0011034796268600822 0.0011446059031172675 0.001815422262197143 0.0010885740452303331 0.0011247843194170937 0.0011143173040764429 0.0010323237550401657
leaf_count=223 208 1283 130 99 234 208 273 329 134
internal_value=0 -0.00217978 0.00113292 0.000879165 0.00163018 0.000164171 0.00437842 -0.00224609 -0.00431381
internal_weight=0 0.00371051 0.00241856 0.00904336 0.00789875 0.00608333 0.00221336 0.00386997 0.00275565
internal_count=3121 1636 353 1485 1386 1152 481 671 342
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=10
num_cat=0
split_feature=1 0 3 133 47 14 0 15 1
split_gain=4.12223e-05 6.59616e-05 0.000128253 7.01774e-05 5.27335e-05 9.04697e-05 0.000146088 6.40496e-05 5.14437e-05
threshold=0.094385000000000011 -0.060129999999999996 0.013900000000000001 1.0000000180025095e-35 0.13148500000000005 -0.10708499999999999 -0.10151999999999999 -0.10091499999999999 0.11829500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2 7 -7 -8
right_child=4 3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.0088913932714359389 -0.0040090328259319019 0.0036126019099707264 0.00046692936419218492 -0.0032223797185723575 -0.003374262886263764 0.010295032262105463 -0.0045677796322107491 0.0035755757801413058 0.0022345469044090906
leaf_weight=0.0012660344444942735 0.0010058934812517684 0.0017886664788196445 0.0015350863049437002 0.0011820156397059425 0.0010462876723621173 0.0011834711407816972 0.0010466638617161982 0.0015553458551289812 0.0010603593863459789
leaf_count=1833 120 155 97 93 59 113 332 153 166
internal_value=0 -0.0013665 -0.00376279 0.000893006 0.00112648 0.00193122 0.00316429 0.00647912 -0.00114451
internal_weight=0 0.0057718 0.00280112 0.00297068 0.00689802 0.00585173 0.00484584 0.00273882 0.00210702
internal_count=3121 2178 1930 248 943 884 764 266 498
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=9
num_cat=0
split_feature=1 12 159 43 2 2 2 3
split_gain=3.96891e-05 7.20243e-05 5.78883e-05 7.27668e-05 0.000142043 6.9193e-05 7.86496e-05 9.55979e-05
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 -0.070064999999999975 0.086950000000000013 0.089885000000000007 0.10672500000000001 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8
right_child=-2 -3 -4 5 -6 6 7 -9
leaf_value=0.0073564901593788845 0.0033030049433751484 -0.0052502737727668026 -0.0043316327353119547 -0.0037495357927032997 -0.0010084979727832291 0.0037526693999180871 0.0022097240644804979 -0.005852624138910704
leaf_weight=0.0015321454778382988 0.0012662437469190902 0.0010677264210213434 0.0010183219847837892 0.0019080562355457764 0.0016265647108965183 0.0018939443079851685 0.0011853910530472862 0.0011039340521881158
leaf_count=457 169 121 306 818 607 372 193 78
internal_value=0 -0.000377073 0.000129653 0.000620789 0.00304897 -0.000638367 0.000780687 -0.00167802
internal_weight=0 0.0113361 0.0102684 0.00925004 0.00315871 0.00609133 0.00418327 0.00228933
internal_count=3121 2952 2831 2525 1064 1461 643 271
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=15
num_cat=0
split_feature=14 484 15 457 0 15 48 3 40 47 16 16 12 1
split_gain=0.000271236 0.000188922 0.000201424 0.000167988 0.000207357 0.000325215 0.000410295 0.000156075 0.00018771 0.000186429 0.000328541 0.000235031 0.000201087 0.000140442
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 -0.15327499999999997 -0.074429999999999982 0.13082500000000002 0.22339500000000004 0.023255000000000001 0.084100000000000022 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 13 -6 -9 10 11 12 -10 -7
right_child=-2 2 3 4 7 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00057914842182803759 -0.00083442936890940154 0.00068849816407000753 -0.00060456775007091919 -0.00047807542876247713 0.00042107443122175314 0.00050335327509119278 -0.00015801656171347025 0.00048205414148592832 -3.3620521534480336e-05 0.00028090793565116283 -0.0011933045122715174 0.00034987841931074034 -0.0010371548852204358 0.0013107043091677361
leaf_weight=0.0012604367210290275 0.0010416573587894709 0.0014505486326911237 0.0010672628477717142 0.0010232610610444379 0.001499438427984944 0.0010127513454505606 0.0013573813366978271 0.0010483291036560158 0.0011492291805446238 0.0012916453520189219 0.0012021893348356928 0.0014125090813070264 0.0010892278404700589 0.0014930380155144113
leaf_count=479 104 228 147 86 116 52 58 106 145 41 238 115 1103 103
internal_value=0 4.47858e-05 9.36421e-05 3.47282e-05 8.49747e-05 0.000360799 0.000582996 -7.00768e-05 -0.000172459 -0.000284122 -0.000434502 -0.000184644 -0.000521938 0.000984402
internal_weight=0 0.0173572 0.0160968 0.0146463 0.013579 0.00488643 0.00386317 0.00869257 0.00719313 0.0061448 0.00485316 0.00365097 0.00223846 0.00250579
internal_count=3121 3017 2538 2310 2163 299 213 1864 1748 1642 1601 1363 1248 155
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=10
num_cat=0
split_feature=1 4 43 151 0 150 3 4 12
split_gain=3.72646e-05 0.000116885 7.21257e-05 5.82612e-05 9.30964e-05 9.78761e-05 0.000102787 7.45933e-05 5.6e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.056735000000000001 -0.019414999999999998 0.081835000000000019 0.095270000000000007 0.053180000000000012 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -9
right_child=3 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0024963421235952598 -0.0026448667592291796 -0.00680984409738757 0.0046074256431250585 -0.0036277112506339264 0.0068608388488732965 0.0050364541446585934 -0.0047743051896394634 0.0070725498550211164 0.00033020528095524017
leaf_weight=0.001258156640805458 0.0012836505905005373 0.0012603404262781625 0.0011517103054980993 0.0011394463750094 0.0011024973346059402 0.0015057094741621133 0.0018556844731202476 0.0010198933545740429 0.0010536538243939852
leaf_count=317 552 1283 36 99 252 198 169 139 76
internal_value=0 -0.00174843 0.000898651 0.000705359 0.00133664 0.000430137 -0.000900369 0.00124094 0.00364649
internal_weight=0 0.00367021 0.00240987 0.00896054 0.00782109 0.00671859 0.00521288 0.0033572 0.00207355
internal_count=3121 1636 353 1485 1386 1134 936 767 215
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=10
num_cat=0
split_feature=52 376 52 48 12 160 52 13 3
split_gain=4.05692e-05 9.63052e-05 7.95225e-05 9.6203e-05 0.00015768 7.39885e-05 0.000100166 0.000132441 6.25754e-05
threshold=-0.26636999999999994 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.050340000000000003 0.10744000000000002 -0.084034999999999985 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.003953185319654739 0.0036983539609458109 0.0063152360007492428 0.0045609026533553303 0.004364705108633622 -0.0070017502895586168 -0.0050112611317213417 0.0066003517127203879 -0.007327210408567748 -0.00046858438186809284
leaf_weight=0.001007892475261017 0.0017832764255716607 0.0010325507516879698 0.0011191947311597365 0.0013702805606683214 0.0018982028380818191 0.0010814395698722154 0.0010265265991380324 0.0010664117394515358 0.0011776228146833071
leaf_count=354 346 163 111 455 472 161 329 647 83
internal_value=0 0.000337595 -0.000248953 -0.00105438 -0.00187907 -0.000179772 0.000946093 -0.000659812 -0.00372795
internal_weight=0 0.0115555 0.010523 0.00873968 0.00762048 0.00572228 0.00464084 0.00361432 0.00224403
internal_count=3121 2767 2604 2258 2147 1675 1514 1185 730
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=10
num_cat=0
split_feature=41 484 160 52 0 3 47 1 4
split_gain=3.69173e-05 6.51069e-05 7.88653e-05 0.000125358 0.000160266 6.57722e-05 0.000136879 6.86075e-05 6.50689e-05
threshold=0.075585000000000013 0.085515000000000022 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.074084999999999998 0.092710000000000015 0.094090000000000021 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0043177033416816075 -0.0035514880711036115 0.004797586161856094 6.8264269074174495e-07 0.0066779130734332766 -0.0072695484747820789 -0.0018766587218286704 -0.0067817738376203624 0.0040306890018118532 0.0065347467161308761
leaf_weight=0.0015226596855255634 0.0010458802409891175 0.0011358276693819282 0.0011273859598276434 0.0011280202433888581 0.0011151899104627216 0.0013704647914851507 0.001063029870133857 0.0017270399424972455 0.001248152904560873
leaf_count=622 170 330 1014 172 99 204 96 326 88
internal_value=0 0.00031806 -0.000175824 0.000542535 -0.000362 0.000816571 -0.000677788 0.00141703 0.0034338
internal_weight=0 0.0114378 0.0103019 0.00877928 0.00765126 0.00653607 0.00416053 0.0030975 0.00237554
internal_count=3121 2951 2621 1999 1827 1728 626 530 1102
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=10
num_cat=0
split_feature=4 156 151 150 2 12 13 4 3
split_gain=3.54944e-05 4.682e-05 7.33353e-05 7.40297e-05 6.36473e-05 6.22882e-05 0.000116965 5.39614e-05 3.93737e-05
threshold=0.27044500000000005 0.085790000000000019 -0.077429999999999985 0.087380000000000013 0.10097500000000002 0.051320000000000005 -0.061684999999999997 -0.37944499999999992 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6 -2
right_child=8 -3 3 -5 7 6 -8 -9 -10
leaf_value=0.0052222958734382758 -0.00036337871487801093 -0.0047030251475420398 0.0047444053799315109 -0.0057563565453853478 0.00089358922806264762 0.0033113970404322897 -0.0055184992599209386 -0.0054525520254282023 0.0049299546140093324
leaf_weight=0.0010167652366787185 0.0012487646323072754 0.0010670998041731718 0.0016737289835255177 0.0011097289127440842 0.0010425997490326466 0.0015648273211158656 0.0011313621583072036 0.0013404612150753276 0.0012120403881958246
leaf_count=310 83 387 132 88 67 761 671 340 282
internal_value=0 -0.000562488 -6.48949e-05 -0.000748607 7.43248e-05 0.00157422 -0.000393762 -0.00267609 0.00224379
internal_weight=0 0.00994657 0.00887947 0.00786271 0.00675298 0.00436992 0.00269619 0.00238306 0.00246081
internal_count=3121 2756 2369 2059 1971 1564 1432 407 365
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=13
num_cat=0
split_feature=14 147 484 160 160 133 151 4 42 16 4 1
split_gain=0.000381 0.000176895 0.000192353 0.000158445 0.000145664 0.000260608 0.000178136 0.000217354 0.000171035 0.000213782 0.000275021 8.99108e-05
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0068949999999999992 -0.098904999999999979 -0.027994999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -1.0000000180025095e-35 0.16703000000000004 -0.080924999999999983 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8 10 -10 -12
right_child=-2 -3 3 4 5 6 7 -9 9 -11 11 -13
leaf_value=-0.00076425851595990758 -0.0010717339517826619 0.00061944305069532631 -0.00061571969004129356 0.00063677793619656975 -0.00072373135762138598 -0.0004024833429847409 -0.0005450446191607066 0.00088062995834565702 0.00097576983761616396 -0.00033581612558778237 -0.00033933959912333647 0.00037210391277062388
leaf_weight=0.0010312877190818111 0.0010522310056425002 0.0016277694929609501 0.001091837258153869 0.0014840096655000879 0.0013186075383465447 0.0016919024377496242 0.0011047173621277495 0.0014459464158219811 0.0018229798200572363 0.0015718745500167041 0.0011011028122015374 0.0012385465515705185
leaf_count=459 101 167 365 225 667 189 218 154 103 211 180 82
internal_value=0 5.24465e-05 -9.48412e-06 4.66301e-05 0.000103218 3.31199e-05 0.000133148 0.000242529 0.000107622 0.000233354 0.000448281 3.72792e-05
internal_weight=0 0.0165306 0.0149028 0.0138715 0.0127797 0.0112957 0.00997707 0.00828517 0.00683922 0.0057345 0.00416263 0.00233965
internal_count=3121 3020 2853 2394 2029 1804 1137 948 794 576 365 262
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=11
num_cat=0
split_feature=52 52 51 52 160 52 2 16 4 0
split_gain=3.20641e-05 7.9349e-05 5.83093e-05 6.60005e-05 0.000103225 6.18825e-05 0.000108655 0.000191418 0.000112754 0.000106098
threshold=-0.24164999999999998 -0.090859999999999982 -0.071649999999999978 -0.046924999999999988 -1.0000000180025095e-35 0.10744000000000002 0.10097500000000002 -0.5048999999999999 -0.03898999999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 -6 -10
right_child=1 2 3 4 5 -7 7 -9 9 -11
leaf_value=-0.0034508105555234058 0.005577978045633104 -0.0048810284629648331 0.0042331015267221793 -0.0066323077651313771 0.0062891404794537357 0.004656863216130471 0.0020640683289043162 -0.010583026783089753 0.0033488846480166238 -0.0056270356811986676
leaf_weight=0.0010428333897599387 0.0010867985561214604 0.0010291999453389206 0.0014815836813433471 0.0010028087368744408 0.0013667449719997646 0.0011939040395525652 0.001000744731413841 0.0010132178740445094 0.0010928479761458665 0.0011236355483010504
leaf_count=374 264 258 243 567 721 175 113 137 93 176
internal_value=0 0.000306775 -0.00024916 0.000264788 -0.00048957 0.000417499 -0.000486775 -0.00429864 0.0016557 -0.00120141
internal_weight=0 0.0113915 0.0103047 0.00927549 0.0077939 0.0067911 0.00559719 0.00201396 0.00358323 0.00221648
internal_count=3121 2747 2483 2225 1982 1415 1240 250 990 269
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=13
num_cat=0
split_feature=14 484 475 48 48 4 150 12 12 13 16 0
split_gain=0.000165828 0.000148045 0.000148601 9.4582e-05 0.000159369 0.000114694 0.000161013 0.00012172 0.000178271 0.000128947 0.000229921 0.000242901
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.12737000000000001 0.10396500000000002 0.27834500000000006 0.08882000000000001 0.098810000000000023 -0.040564999999999997 -0.084034999999999985 0.23311500000000004 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -10 11 -11
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00065575764129834123 -0.00077688366265464277 0.00077017943619187349 -0.00048150993917771382 -0.00054120266244259173 0.00080880131237323898 0.00052578775744161464 -0.00073670636944186236 -0.00042866115859353007 0.00077602479696207614 0.00042778623806748032 0.00087629494286869903 -0.00079295961122948996
leaf_weight=0.0011010471494707708 0.0010277248878389203 0.001137894233536379 0.001353283032326711 0.0010223917685825814 0.0010525914706332887 0.0014397625074763559 0.0012086115661204466 0.001758896139198384 0.0016217471220647088 0.0011929601755805779 0.0010575532450506414 0.0013201537626229534
leaf_count=479 110 315 158 75 83 239 114 284 341 76 121 726
internal_value=0 3.68218e-05 9.06529e-05 3.13013e-05 8.00557e-05 1.00225e-05 -6.80353e-05 2.928e-05 0.000152333 0.00031753 0.000109288 -0.000213479
internal_weight=0 0.0152669 0.0141658 0.013028 0.0120056 0.010953 0.00951321 0.00830459 0.0065457 0.00519241 0.00357067 0.00251311
internal_count=3121 3011 2532 2217 2142 2059 1820 1706 1422 1264 923 802
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=12
num_cat=0
split_feature=484 43 15 42 43 1 15 3 15 48 47
split_gain=0.000139329 0.000130861 0.000164145 0.000181012 0.00012766 0.000185847 0.000167346 0.000167894 0.000181045 0.000175801 0.000140727
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 -0.10519499999999998 -0.074054999999999996 0.092475000000000016 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 9 10 -9
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00065023932756262898 -0.00044371404020751982 -0.00057520365561974918 -0.00073722392577585047 0.00029373245040142801 0.00074305228773283106 0.00065788764728049094 0.00089789143861092704 0.00022033879609337212 -0.00067175982850684393 0.0007584531595261788 -0.00068631993812509975
leaf_weight=0.0011553121792473734 0.0017794761217531782 0.0011696662229777671 0.0016190154409131087 0.0010295474789213058 0.0013799997191848877 0.0016652570274464668 0.0012220208743237669 0.0017163972395255267 0.0012786112955880738 0.0012447858421434097 0.0010019149170993891
leaf_count=503 484 193 494 508 124 80 192 235 121 112 75
internal_value=0 4.23926e-05 9.42245e-05 -0.000336471 0.000195277 0.000118985 0.000242163 0.000126148 -4.27825e-05 0.000160144 -0.000113837
internal_weight=0 0.0151067 0.013937 0.00264856 0.0112885 0.00990846 0.00812899 0.00690697 0.00524171 0.0039631 0.00271831
internal_count=3121 2618 2425 1002 1423 1299 815 623 543 422 310
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=12
num_cat=0
split_feature=484 15 11 3 42 16 0 47 13 0 43
split_gain=9.19315e-05 0.0001027 0.000118143 0.000106809 0.000150232 0.000136299 0.000138608 0.000155896 0.000186607 9.80695e-05 5.3903e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 0.075730000000000006 -0.27167499999999994 -0.10607499999999999 0.13082500000000002 -0.084034999999999985 -0.17169499999999996 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 9 8 -8 -7 -10
right_child=1 2 -4 5 -6 6 7 -9 10 -11 -12
leaf_value=-0.0005292020863820558 0.00048523146579456294 0.00092668419123352131 -0.00062037093990458772 -0.00053704346475197135 -6.3562655958010104e-05 5.7195231240579484e-05 0.00014028823885357258 0.00047763344300383944 -0.0003987404263681802 0.00072574432576592276 -0.00098490933661365379
leaf_weight=0.001036329084994468 0.0015784715421210014 0.0010142015052441175 0.0010112568269836095 0.0015989649928152333 0.0010800163310626942 0.0016170696629935755 0.0017462280430123748 0.0011055673883453576 0.0011459902043972924 0.0013955265058777063 0.0010055102270032589
leaf_count=503 232 61 155 175 50 65 425 38 329 124 964
internal_value=0 4.07082e-05 -1.44529e-05 3.78773e-05 0.000416001 -4.44819e-05 5.37715e-05 -0.000134763 -0.000308465 0.000366888 -0.000672688
internal_weight=0 0.0142988 0.0127203 0.0117091 0.00209422 0.00961486 0.00801589 0.0050033 0.00389773 0.0030126 0.0021515
internal_count=3121 2618 2386 2231 111 2120 1945 1756 1718 189 1293
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=12
num_cat=0
split_feature=14 157 457 16 15 49 52 42 43 3 13
split_gain=0.000135223 0.000114319 9.27282e-05 0.000148531 0.000123929 0.00011304 0.000154029 0.000141382 0.000179183 0.000143919 5.7136e-05
threshold=0.023790000000000002 -0.072409999999999988 -0.0029299999999999994 -0.5048999999999999 -0.14147499999999996 0.065470000000000014 0.11434500000000002 -1.0000000180025095e-35 -0.074359999999999996 0.076840000000000006 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9 -10 -11
right_child=-2 2 3 4 5 -7 -8 8 9 10 -12
leaf_value=0.00051361278688874979 -0.00067891370815092403 -0.00056751881144363704 0.00053072861746734814 -0.00061002871186135251 -0.00047755678162422869 0.00057822940999249588 -0.00074172714783168241 0.00068487550791242137 -0.00049590105066269364 0.00057692783672455789 -2.4418442334111511e-05
leaf_weight=0.0015750225371033632 0.0010105129059178033 0.0010265821661391448 0.0017478561283914016 0.0012888472661846577 0.001492713637276738 0.0011090383914145871 0.0010363597091688501 0.0017006871106428644 0.0015380589444452309 0.0010368451967845832 0.0012233553757492466
leaf_count=404 113 157 180 260 537 350 251 225 538 47 59
internal_value=0 3.36928e-05 -2.35697e-05 2.23002e-05 -6.29356e-05 1.42358e-05 -6.36776e-05 3.68283e-05 0.00017646 -5.11847e-05 0.000251443
internal_weight=0 0.0147754 0.0132003 0.0121738 0.0104259 0.00913706 0.00802802 0.00699166 0.00549895 0.00379826 0.0022602
internal_count=3121 3008 2604 2447 2267 2007 1657 1406 869 644 106
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=10
num_cat=0
split_feature=131 14 49 2 3 151 52 43 4
split_gain=3.90592e-05 5.37643e-05 9.08408e-05 9.53331e-05 6.97367e-05 9.37286e-05 6.43784e-05 6.7722e-05 8.71779e-05
threshold=0.08844500000000001 -0.10708499999999999 0.065470000000000014 0.11448000000000001 -0.13309499999999996 -0.0083949999999999979 -0.087769999999999987 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 -9
right_child=-2 2 -4 -5 5 6 7 8 -10
leaf_value=-0.0041823102508712021 -0.0038999888335137563 -0.0045434372598381441 0.0055599101456963798 0.0058257138896530827 -0.004686729469342699 -0.0028598211009550436 -0.00096048585645571187 0.0010761109899503323 0.0085936757104292504
leaf_weight=0.0010165320448775059 0.001001202749202291 0.0016291848699208963 0.0014318008939584242 0.0010471811165709615 0.0013120266007163456 0.0011333416221723236 0.0013998454887250637 0.0013712825699477454 0.0012320444287077445
leaf_count=117 449 211 545 225 312 155 701 324 82
internal_value=0 0.000322844 0.000756657 2.9722e-06 -0.000751877 0.000206038 0.0014558 0.0026776 0.00463386
internal_weight=0 0.0115732 0.0105567 0.00912491 0.00807773 0.00644854 0.00513651 0.00400317 0.00260333
internal_count=3121 2672 2555 2010 1785 1574 1262 1107 406
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=10
num_cat=0
split_feature=4 47 42 43 16 16 51 0 15
split_gain=3.79108e-05 4.4983e-05 0.000102959 0.00014055 0.000130376 0.000178953 0.000112952 8.74101e-05 3.42283e-05
threshold=0.27287000000000006 0.11312500000000002 -1.0000000180025095e-35 -0.084004999999999982 0.15891500000000003 -0.0094449999999999968 0.081440000000000026 -0.11756999999999999 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -2
right_child=8 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.006827508960009711 -0.00013243798798306462 0.0026050521142416735 0.0047326740665025787 -0.0094085576090631277 -0.0077238813380180182 0.0059780216620655005 0.0016716672776225954 -0.0016281673200990554 0.0044421853759366824
leaf_weight=0.0010214111490182134 0.001225376327711947 0.0014576052124043422 0.0016327612846336664 0.001020481690502397 0.0010860110961251343 0.0012526870855899576 0.0014522788641625106 0.0011442975845587877 0.001218669282412554
leaf_count=796 167 130 385 93 285 285 212 583 185
internal_value=0 -0.000534937 -0.00106652 -0.00029109 -0.00166835 -0.000317892 -0.00249834 -0.00529586 0.0021486
internal_weight=0 0.0100675 0.00860993 0.00758852 0.00595576 0.00486975 0.00361706 0.00216478 0.00244405
internal_count=3121 2769 2639 1843 1458 1173 888 676 352
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=10
num_cat=0
split_feature=47 52 47 52 16 157 15 2 2
split_gain=3.70674e-05 8.71664e-05 7.85232e-05 6.69607e-05 0.000133983 7.30947e-05 0.000150715 8.40606e-05 2.65461e-05
threshold=0.13148500000000005 0.11434500000000002 0.10561500000000001 0.091275000000000009 0.071345000000000006 -0.06266999999999999 -0.095869999999999983 0.089885000000000007 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9
right_child=-2 -3 -4 -5 -6 6 7 8 -10
leaf_value=0.0057156894995199891 -0.0038608017432762943 -0.0048342199563970664 0.0066574072292271578 0.0049192019307396353 -0.0066316961660855015 -0.0048040170576833146 -0.0016377580841171642 0.0077833400588134035 0.0029046982836628838
leaf_weight=0.0011722955051991016 0.0010437999040842786 0.001311411185804052 0.0010103578832706571 0.0012748425529938157 0.0012923510067436618 0.0019973354064693636 0.0012947059586899965 0.0010057710028546002 0.0010260175592115483
leaf_count=269 65 476 131 212 445 330 855 192 146
internal_value=0 0.000340867 0.00101457 0.00038552 -0.000356568 0.000891817 -0.000170388 0.00261179 0.00531971
internal_weight=0 0.0113851 0.0100737 0.00906332 0.00778848 0.00649613 0.00532383 0.00332649 0.00203179
internal_count=3121 3056 2580 2449 2237 1792 1523 1193 338
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=9
num_cat=0
split_feature=1 0 2 47 42 16 2 0
split_gain=4.27589e-05 6.98195e-05 0.000136569 5.16478e-05 7.38273e-05 6.95605e-05 8.8463e-05 2.81193e-05
threshold=0.094385000000000011 0.062580000000000011 0.090790000000000023 0.13148500000000005 0.087825000000000014 -0.5315899999999999 0.11215000000000001 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 -7 -1
right_child=3 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0026302257765796555 -0.0043583681121520746 0.002043506834769004 -0.008606393924955236 -0.0033982972140356063 0.0065733997523154484 0.0054848571566583253 -0.0018029420882705474 -0.0022635884501338494
leaf_weight=0.0011331598434587147 0.001053600901549379 0.0018858306343821907 0.0014240224476982674 0.0010278959576861812 0.0013368961508869164 0.0018162309273454407 0.0014982689842346839 0.0011828634475021674
leaf_count=125 67 85 736 59 288 339 190 1232
internal_value=0 -0.00143961 -0.00319588 0.00118275 0.00200814 0.000610905 0.00219052 0.000130806
internal_weight=0 0.00562588 0.00374005 0.00673289 0.005705 0.0043681 0.0033145 0.00231602
internal_count=3121 2178 2093 943 884 596 529 1357
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=14
num_cat=0
split_feature=14 484 15 15 0 48 3 42 52 52 0 3 16
split_gain=0.00017618 0.000133012 0.000201819 0.000134781 0.000166983 0.000381105 0.000146152 0.000132571 0.000127582 0.000152656 0.000146568 8.16215e-05 5.7565e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 -0.12018999999999998 0.075730000000000006 0.083680000000000018 -0.020999999999999994 -0.026509999999999995 -0.0063699999999999989 0.26799500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 -6 9 12 -10 -5 -8
right_child=-2 2 3 4 6 -7 8 -9 10 -11 -12 -13 -14
leaf_value=-0.00056101291021849124 -0.00072959930002015113 0.00076743856509600239 -0.00051960005086261745 0.0011718552790333987 0.00077396616946832485 -0.00032355486748967134 0.0001415576933547091 -0.00011778162215172225 0.00051405761167140455 -0.00096515357360694488 -0.00035544379507128501 0.00052615923254096175 -0.0004599861471017756
leaf_weight=0.0010829208280336506 0.0010007893253382574 0.0012462070615577884 0.0013155884809740526 0.0010485597837072494 0.0010451804214692863 0.0015563090805890134 0.0010017693040620655 0.001058108984785644 0.0012297696152554155 0.0011777485656442564 0.0012160888825188398 0.0015018211220364803 0.0010052119165918989
leaf_count=479 107 225 176 83 115 87 297 36 690 504 48 88 186
internal_value=0 3.9239e-05 8.43722e-05 1.96693e-05 7.95867e-05 0.000369009 -7.40966e-05 0.000325352 -0.000223309 -0.000457585 8.17387e-05 0.00079163 -0.00015973
internal_weight=0 0.0154853 0.0144024 0.0131562 0.0118406 0.00410669 0.00773388 0.00210329 0.00563059 0.00318473 0.00244586 0.00255038 0.00200698
internal_count=3121 3014 2535 2310 2134 258 1876 151 1725 987 738 171 483
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=10
num_cat=0
split_feature=1 12 13 2 2 2 16 12 15
split_gain=4.28171e-05 5.58766e-05 6.25265e-05 6.06171e-05 9.21165e-05 7.28138e-05 6.93124e-05 6.33412e-05 6.2153e-05
threshold=0.13686500000000004 0.11650500000000001 0.10935500000000002 0.098035000000000011 0.10803500000000001 0.090935000000000016 -0.16927999999999996 0.084100000000000022 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -6 8 -1
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.0013675898749301611 0.0033919390509832862 -0.0047165069301957907 0.0039419013589936363 0.0059788939919642953 -0.0039902197726298825 -0.0062573549022023681 0.0023021211663496683 -0.0037502455230962487 0.0049568474489065668
leaf_weight=0.0013833181036668166 0.0012430384472657654 0.0010136835312354519 0.0013341026844598961 0.0011120502102068969 0.001235064421415577 0.0011282940386055087 0.0013899539959284536 0.0015325647407313935 0.0010001966467352366
leaf_count=191 169 121 165 260 120 353 321 1178 243
internal_value=0 -0.000390258 4.32775e-05 -0.000549013 0.00131667 -0.00193119 -0.000658409 -0.000684737 0.00128634
internal_weight=0 0.0111292 0.0101155 0.00878144 0.00373707 0.00504437 0.00262502 0.00391608 0.00238351
internal_count=3121 2952 2831 2666 701 1965 441 1612 434
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=9
num_cat=0
split_feature=4 42 49 15 12 15 0 3
split_gain=4.2886e-05 4.84342e-05 8.32571e-05 0.000133133 6.44089e-05 0.00015632 7.88326e-05 2.92621e-05
threshold=0.27044500000000005 0.092620000000000022 -0.006494999999999999 -0.074054999999999996 0.051320000000000005 -0.037864999999999989 -0.055064999999999996 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 -2
right_child=7 -3 4 -5 6 -7 -8 -9
leaf_value=0.0018190541574093378 0.00020908829424278922 -0.004527194554770431 -0.0025137643639877539 -0.0080863909081216618 0.0029512173664849196 0.0073963188458034098 -0.0043760555726354861 0.0049614847308553662
leaf_weight=0.0012386387263846887 0.0012390998196600833 0.0013226925532210968 0.001244151045551728 0.0013364808712396977 0.0012773917715615604 0.0019145636097602568 0.0015275433577217599 0.0012164599915675265
leaf_count=190 83 526 144 290 1290 157 159 282
internal_value=0 -0.000651402 -5.10248e-05 -0.00332185 0.00136133 0.00349295 -0.00103915 0.00256338
internal_weight=0 0.00986146 0.00853877 0.00257512 0.00596365 0.00315871 0.00280494 0.00245556
internal_count=3121 2756 2230 480 1750 301 1449 365
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=13
num_cat=0
split_feature=484 43 43 1 15 15 15 133 0 2 49 12
split_gain=0.000140511 0.00011403 0.000140992 0.000146383 0.00013313 0.000171012 0.000162286 0.000123893 0.000111987 0.000233322 0.00013558 0.000109484
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 -0.049819999999999996 1.0000000180025095e-35 -0.18113999999999997 0.096015000000000017 -0.043469999999999995 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 8 -2 10 11 -5 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00066739182407781318 -4.2669802570699048e-05 -0.00056101512402729938 0.00073825046945184543 0.00038238291497731008 -0.00041792737529108208 0.00088135630381533186 -0.00057427692268696132 -0.00087406030720387504 -0.00030521495141432151 0.0011130662389293401 -0.00054172009120107554 0.00052125571185232663
leaf_weight=0.0010650286453759645 0.0017018144464141134 0.0010311204590887522 0.0010921042063565976 0.0011083164688372449 0.0012924007156067891 0.0012271322275204137 0.0010246142233496514 0.0010171590237732725 0.0011791586084556821 0.0012270642618227748 0.0011480406947512773 0.0011008023025116387
leaf_count=503 555 193 93 37 361 196 97 573 211 209 60 33
internal_value=0 4.24522e-05 8.98847e-05 3.10078e-05 0.000143388 0.000233898 0.00011685 -0.00035369 0.000239719 0.000450441 -8.78032e-05 9.38186e-05
internal_weight=0 0.0141497 0.0131186 0.0120265 0.00930753 0.00801513 0.006788 0.00271897 0.00576338 0.00350703 0.00225636 0.00227996
internal_count=3121 2618 2425 2332 1204 843 647 1128 550 453 97 244
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=11
num_cat=0
split_feature=147 0 3 0 15 2 0 52 13 43
split_gain=4.09534e-05 6.79163e-05 9.74251e-05 0.000122933 8.99663e-05 6.58875e-05 9.40394e-05 6.3056e-05 5.74645e-05 2.3839e-05
threshold=0.089025000000000007 -0.062294999999999996 0.13524500000000003 -0.10151999999999999 -0.03241999999999999 0.079055000000000014 -0.17169499999999996 -0.066844999999999988 0.11596500000000001 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 -7 9 -6
right_child=-2 4 -4 -5 8 6 -8 -9 -10 -11
leaf_value=0.0032137253785447439 0.0037125200223663761 0.0064491408615789669 0.0038707752059461364 -0.0083957662399905975 -0.0043537205927127601 -0.0037621748737622302 -0.0074562199662496671 0.0033141069021932978 0.0033655438040010393 4.1397004422899455e-05
leaf_weight=0.0010916738213492278 0.0011291948265489951 0.0011732255502346382 0.0011056192747244918 0.0012725255185003876 0.0010784140052185129 0.0010196448165621375 0.0011086475851692749 0.0011026902816439338 0.0012226920283353593 0.0010011807632656078
leaf_count=51 124 239 123 1850 240 49 266 93 41 45
internal_value=0 -0.000386192 -0.00169291 -0.00279231 0.00157025 -0.00114273 -0.00261467 -8.5589e-05 -0.000163112 -0.00223778
internal_weight=0 0.0111763 0.0067008 0.00559518 0.00447551 0.00432266 0.00323098 0.00212234 0.00330229 0.00207959
internal_count=3121 2997 2432 2309 565 459 408 142 326 285
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=13
num_cat=0
split_feature=484 41 3 16 1 3 47 12 3 49 2 3
split_gain=0.000180072 0.00013911 0.000149558 0.000247103 0.000141879 0.00023136 0.000208762 0.000212581 0.000153313 9.46231e-05 0.000178186 9.92835e-05
threshold=-0.0068949999999999992 0.07831500000000001 -0.12018999999999998 0.0057500000000000008 0.12811000000000003 0.11296500000000002 0.092530000000000015 0.09857500000000001 -0.047929999999999993 -0.069799999999999987 0.11177500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -4 -10 11 -11
right_child=1 -3 4 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00074527857890347186 1.8960534197345845e-05 -0.00058399234298411287 -0.00038041901927591025 0.0011497437163766016 0.0010832987002808458 -0.00021040032702164581 -0.00078998820064847639 -0.00073971620555808874 -0.00013319123300738 0.00041702917312835705 -0.00019889172123822832 0.0011713690048400728
leaf_weight=0.0011840222290319729 0.0017986099764946114 0.0012357570936658282 0.0015673226781733243 0.0012659208300527247 0.0010950496635524958 0.0010326721593767116 0.0014480544869582218 0.0012008494060830556 0.001314781940365703 0.001552615692214431 0.0010763717446798937 0.0011811250327085077
leaf_count=503 98 136 1196 108 104 112 170 272 130 128 86 78
internal_value=0 4.75773e-05 0.000101279 0.000486073 -1.53994e-06 0.000455413 -0.000105625 1.9928e-05 0.000156238 0.000320362 0.000476873 0.000742945
internal_weight=0 0.0157691 0.0145334 0.00306453 0.0114688 0.00212772 0.00934112 0.00789307 0.00669222 0.00512489 0.00381011 0.00273374
internal_count=3121 2618 2482 206 2276 216 2060 1890 1618 422 292 206
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=14
num_cat=0
split_feature=14 43 3 484 475 457 42 151 15 43 0 16 16
split_gain=0.000381546 0.000168365 0.000174814 0.000227534 0.000184457 0.00015398 0.000193692 0.000186098 0.000235293 0.000268694 0.000174176 0.000168013 5.89208e-05
threshold=0.062655000000000016 0.18116500000000002 0.16158000000000003 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 -1.0000000180025095e-35 -0.090369999999999992 -0.03241999999999999 -0.083269999999999997 -0.074479999999999977 -0.088909999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 10 -10 11 -9 -11
right_child=-2 -3 -4 4 5 6 7 8 9 12 -12 -13 -14
leaf_value=-0.00078345169463190148 -0.0011186195765749175 -0.00063805110490315522 0.0008151511945400765 0.00082781467448081784 -0.00064757777777674783 -0.00042903829894160072 -0.00048910054366400858 0.00075240811700592381 0.00059684284236587106 -0.00073069416326052255 0.0012878295418217685 -0.00018530288426839604 -0.00012012636589885159
leaf_weight=0.0010642674740058084 0.0010366323093352605 0.0011414726425280101 0.0011614244709506625 0.0011972354546981043 0.001022274593636103 0.0019008584331796892 0.0011101742917492023 0.0018663067681164297 0.001574491762409428 0.0010979405256191866 0.0011103612183348327 0.001066508472645551 0.0011487421853891627
leaf_count=457 104 200 144 294 101 612 92 159 118 421 173 103 143
internal_value=0 6.02112e-05 0.000112236 5.45782e-05 0.000122688 5.17324e-05 0.000117467 0.00023322 0.000335187 -1.38392e-07 0.000652099 0.000411413 -0.000418507
internal_weight=0 0.0164621 0.0153206 0.0141592 0.0130949 0.0118977 0.0108754 0.00897453 0.00786435 0.00382117 0.00404318 0.00293282 0.00224668
internal_count=3121 3017 2817 2673 2216 1922 1821 1209 1117 682 435 262 564
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=13
num_cat=0
split_feature=484 43 15 2 3 1 1 2 3 0 15 1
split_gain=0.000133184 0.000121569 0.000129095 0.000143892 0.000139251 0.000122258 0.000166732 0.000117088 0.00015501 0.000140448 8.07443e-05 3.73902e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 -0.080934999999999993 1.0000000180025095e-35 0.087135000000000004 0.11389000000000002 -0.010424999999999999 -0.18113999999999997 -0.10091499999999999 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7 8 -5 -9 -8 -12
right_child=1 -3 4 7 -6 6 10 9 -10 -11 11 -13
leaf_value=-0.00057808390479029104 -0.00051876978331459416 -0.00051342729796303088 8.499051511260437e-05 0.00018960932868110597 -0.00073570152025543385 0.00073437317161196766 0.00024756717150771647 -0.00031954621253599638 0.0010894094215624626 0.0005325573136290777 -5.6548547840069189e-05 -0.00048767878593735948
leaf_weight=0.0010689125395499837 0.0010789327996128546 0.0010456252042236611 0.0014325005527709746 0.0010234063755553439 0.0010395945091156303 0.0010108212651855908 0.0016714536718779598 0.0010681412816329061 0.0012263385838402474 0.0011932731901204106 0.0013672112602880052 0.0010259816352899687
leaf_count=503 358 193 629 203 373 75 133 57 80 267 191 59
internal_value=0 4.67451e-05 9.13292e-05 0.000172793 -0.000260137 3.04433e-06 0.000113971 0.000404375 0.000680091 0.00013008 -4.0315e-05 -0.000241378
internal_weight=0 0.0141833 0.0131377 0.0106656 0.0024721 0.0061544 0.00507547 0.00451116 0.00224974 0.00226141 0.00406465 0.00239319
internal_count=3121 2618 2425 1423 1002 816 458 607 283 324 383 250
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=13
num_cat=0
split_feature=14 147 48 16 52 474 15 2 133 12 16 4
split_gain=0.000231219 0.000151895 0.000146721 0.000180366 0.000190653 0.000117743 0.000167497 0.000362464 0.000117025 0.000164709 0.000122 0.000138528
threshold=0.054835000000000009 1.0000000180025095e-35 0.12879500000000002 -0.5048999999999999 0.11434500000000002 0.084660000000000027 -0.13843999999999998 0.10699500000000002 0.085815000000000016 0.09141500000000001 -0.056919999999999991 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 10 11 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.00074444264924093445 -0.0008430847344441868 0.00059001632615414141 -0.00063856917272394926 -0.00066564886842821857 -0.0006228012587197986 0.00064414870401349408 0.00059401986654362645 0.00093191926229484233 -0.00064032090105714556 0.00048132310767398949 -0.00052396605182934827 -0.00032469311417762171
leaf_weight=0.0010904946190694329 0.0010301065509900056 0.0015051169155952957 0.0011395014790894645 0.0010987064747706348 0.0015272028550132139 0.0010296109967845466 0.0010188555957550138 0.0013863125833144946 0.0010500944303335428 0.0017485037084393716 0.0018650053591198648 0.001142455138607066
leaf_count=114 110 167 81 213 426 277 440 258 419 265 271 80
internal_value=0 4.30162e-05 -1.53873e-05 3.94173e-05 -2.5371e-05 6.28725e-05 -1.41245e-06 8.7466e-05 -8.40638e-05 1.70861e-05 -0.000184518 0.000108394
internal_weight=0 0.0156019 0.0140967 0.0129572 0.0118667 0.0103395 0.00930993 0.00821123 0.00682491 0.00577482 0.00402632 0.00216131
internal_count=3121 3011 2844 2763 2649 2223 1946 1733 1475 1056 791 520
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=13
num_cat=0
split_feature=484 43 3 48 0 0 1 15 1 3 1 43
split_gain=0.000155084 0.000113559 0.000141549 0.000140138 0.000178032 0.000216706 0.000170767 0.000200253 0.000141375 0.000145738 0.000120177 9.0496e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.16158000000000003 0.11951500000000001 -0.10607499999999999 -0.084044999999999995 0.13436000000000001 -0.03241999999999999 0.091615000000000016 -0.0049599999999999991 1.0000000180025095e-35 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 7 -7 -2 -10 11 -9
right_child=1 -3 -4 -5 5 6 -8 10 9 -11 -12 -13
leaf_value=-0.00066971105790434118 -4.2155583428795698e-06 -0.00053050156514260671 0.00072960778083103585 -0.00061171218014651732 -0.00080583475115232194 0.00079644701804752716 -0.00060501203177287268 -0.00021795565590779667 0.0011830087402619931 0.00029697208410393047 -0.00054715277285680424 0.00047957958996421371
leaf_weight=0.0010978865670345046 0.0018984930513871491 0.0010755460945919221 0.0010209915473299658 0.001030687679184559 0.0011676622820012963 0.0013141419630688699 0.0010762762816935645 0.0010584656894288499 0.0010107590527651811 0.0015331252219482477 0.001045447667489395 0.0014414847064913407
leaf_count=503 165 193 141 72 624 312 65 124 82 92 402 346
internal_value=0 3.61219e-05 8.0941e-05 2.82808e-05 8.54124e-05 -9.24716e-05 4.78574e-05 0.000192453 0.000369854 0.00064902 -3.14243e-05 0.000184247
internal_weight=0 0.0146731 0.0135975 0.0125765 0.0115459 0.00710348 0.00593582 0.00485954 0.00444238 0.00254388 0.0035454 0.00249995
internal_count=3121 2618 2425 2284 2212 1873 1249 1184 339 174 872 470
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=9
num_cat=0
split_feature=47 52 12 2 13 150 12 12
split_gain=3.59972e-05 7.33773e-05 8.15084e-05 8.52111e-05 0.000112105 0.000119653 9.55786e-05 5.92754e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.088930000000000023 -0.00096999999999999983 0.085075000000000026 0.081420000000000006 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -4
right_child=-2 -3 7 4 5 -7 -8 -9
leaf_value=0.0002344942429182446 -0.0044578954298409804 -0.0051324627710793644 0.0090852457619435435 0.006590280124039 -0.0051489457343697979 0.0050991223607501001 -0.0089020691296590286 0.00097866895308837301
leaf_weight=0.0017849221234781051 0.0010474118833064894 0.0013330234278659423 0.0012039677732429499 0.0019485519966253571 0.0018114439655494241 0.0011737016343001949 0.0011949484095580924 0.0010605734885190746
leaf_count=258 65 476 285 586 250 77 1015 109
internal_value=0 0.000383539 0.00110597 -9.09368e-05 0.0019254 -0.0011196 -0.00342933 0.00528862
internal_weight=0 0.0115111 0.0101781 0.00791357 0.0049337 0.00298515 0.00297987 0.00226454
internal_count=3121 3056 2580 2186 913 327 1273 394
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=12
num_cat=0
split_feature=14 484 475 43 42 1 42 43 2 0 0
split_gain=0.000227857 0.00020262 0.000176598 0.000124464 0.000141663 0.000139884 0.000286494 0.000313681 0.000150529 0.000249324 0.000130385
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 0.18116500000000002 -1.0000000180025095e-35 0.12811000000000003 0.093775000000000011 -0.071629999999999985 0.098260000000000014 -0.10151999999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 9 -9 -10
right_child=-2 2 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=-0.00073686615342944415 -0.00089966582610713768 0.00081382402405587285 -0.00038129946474013633 -0.00057116859566367078 0.00096845796212827846 0.0007442295179694655 -0.00068723479852784378 0.00016072535206599194 -4.5004182656186744e-05 -0.00096823523827092666 0.00076154986506831064
leaf_weight=0.0011486022525355908 0.0010112620449417289 0.0011826388757771042 0.0019537593205692831 0.0011311937423068045 0.0017127538014610746 0.0014168358555943948 0.0014554667751152973 0.0019394159330490281 0.0015272439936673265 0.0011524230298533482 0.0014380839326917361
leaf_count=479 107 315 617 180 357 183 343 79 70 283 108
internal_value=0 4.11183e-05 0.000101052 3.96441e-05 9.44986e-05 0.000181848 9.54778e-05 0.000242096 3.67064e-05 -0.000260073 0.000346147
internal_weight=0 0.0160584 0.0149098 0.0137272 0.012596 0.0106422 0.00922539 0.00776992 0.00605717 0.00309184 0.00296533
internal_count=3121 3014 2535 2220 2040 1423 1240 897 540 362 178
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=11
num_cat=0
split_feature=376 43 3 16 4 48 49 0 48 16
split_gain=3.56366e-05 7.42439e-05 0.000166464 0.000119067 6.70851e-05 6.5766e-05 0.000128918 0.000129043 5.77184e-05 1.91428e-05
threshold=0.048375000000000008 -0.074359999999999996 -0.075944999999999985 0.15891500000000003 -0.070499999999999993 -0.032929999999999994 0.090000000000000011 -0.10151999999999999 0.086035000000000014 -0.081779999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 7 8 9 -7
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0034186898732912812 0.0042607275504140691 0.0053519610097238794 0.011344046770342444 -0.010030485361040339 -0.0049014766209230839 0.0043656267674149866 0.0062619604847484016 -0.0095995808977957283 -0.0052398480709404194 -0.00049002762489129407
leaf_weight=0.0012173529796938309 0.0011485772406318066 0.0010178469840251853 0.001014114234486157 0.0010047238539881457 0.0013069767887467446 0.0010350121022058845 0.0010854164793200616 0.0015234744695675029 0.0011360103887290557 0.0010781164652585991
leaf_count=236 166 99 198 265 685 110 198 1020 84 60
internal_value=0 -0.000451949 0.00261691 -0.00182989 -0.000889093 -0.000631593 -0.00167125 -0.00347547 -0.000603961 0.00188828
internal_weight=0 0.011419 0.00353844 0.0078806 0.00252433 0.00687588 0.00585803 0.00477261 0.00324914 0.00211313
internal_count=3121 2955 1119 1836 921 1571 1472 1274 254 170
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=13
num_cat=0
split_feature=14 484 475 42 42 15 13 12 47 0 48 12
split_gain=0.000130771 9.61991e-05 0.000122622 8.61897e-05 0.000144986 0.000174251 9.91843e-05 0.000144609 0.000179635 0.000155622 0.00014845 7.54472e-05
threshold=0.023790000000000002 -0.0068949999999999992 -0.07409499999999998 0.10256000000000001 0.083865000000000009 1.0000000180025095e-35 0.11217000000000001 -1.0000000180025095e-35 0.092710000000000015 -0.0058249999999999994 0.085845000000000019 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 10 -9 -6
right_child=-2 2 3 -5 11 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00051653109138308326 -0.00067180583359386021 0.0007301504544309828 -0.00059923317252719795 -0.00046254967022664174 0.00086831159208389545 -0.00057514917321366428 0.0005722219439739044 0.00093186001439544627 -0.00058521718460114922 -0.00024560126012769214 6.9437443982381424e-05 0.0001718351166543785
leaf_weight=0.0010684933183353904 0.0010190815223931607 0.0010012123644235369 0.0012100141484199002 0.0011837673170887941 0.0011327762463903069 0.001728610322039051 0.0013543266381284558 0.0016709597763295172 0.0010267420460565516 0.0012992716153383721 0.0013203863491019555 0.0011667822115387291
leaf_count=479 113 273 211 300 465 540 78 208 85 88 110 171
internal_value=0 3.95805e-05 8.17378e-05 3.21566e-05 8.13273e-05 -2.24237e-05 9.87997e-05 5.72114e-07 0.000137063 0.000309905 0.000551185 0.000514924
internal_weight=0 0.0151633 0.0140948 0.0130936 0.0119099 0.00961031 0.0078817 0.00652737 0.00531736 0.00429062 0.00299135 0.00229956
internal_count=3121 3008 2529 2256 1956 1320 780 702 491 406 318 636
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=12
num_cat=0
split_feature=484 15 11 3 42 16 0 0 3 13 1
split_gain=0.000147189 0.000101733 0.000116813 0.000106038 0.000167411 0.000164215 0.000161786 0.000158397 0.000156958 0.000137353 8.34751e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 0.075730000000000006 -0.27167499999999994 -0.10607499999999999 -0.17169499999999996 -0.077774999999999983 -0.0057949999999999989 0.13559000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -7 -8 -10 -11
right_child=1 2 -4 5 -6 6 8 -9 9 10 -12
leaf_value=-0.00064000182525435884 0.00046029981374842574 0.00091753351990841872 -0.00060038583684525948 -0.00055363081882149915 -7.1036163776648034e-05 3.6745332558835686e-06 -0.00066418073957122631 0.00081126923610656029 0.00039938242608809915 -0.00064224024299561514 8.4102468264821343e-05
leaf_weight=0.0011302487493020054 0.0016636421572830294 0.0010518111493791346 0.0010311725959067366 0.0017275133657465554 0.0012073796997373876 0.0017068853166111175 0.0013652170808301717 0.0014948616809897656 0.001901803504511225 0.0010251982580092907 0.0010519342744963467
leaf_count=503 232 61 155 175 50 65 1142 124 402 187 25
internal_value=0 3.75259e-05 -1.43287e-05 3.38916e-05 0.000389212 -4.42457e-05 5.87241e-05 0.000380732 -0.000134195 4.76493e-05 -0.000274394
internal_weight=0 0.0152274 0.0135638 0.0125326 0.00225919 0.0102734 0.0085459 0.00320175 0.00534415 0.00397894 0.00207713
internal_count=3121 2618 2386 2231 111 2120 1945 189 1756 614 212
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=13
num_cat=0
split_feature=14 484 475 43 42 160 160 51 2 13 2 4
split_gain=0.000176862 0.000134962 0.000163222 8.92247e-05 0.00016191 0.000135558 0.000128887 0.000164907 0.000154253 0.000133635 8.77773e-05 0.000174783
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.18116500000000002 -1.0000000180025095e-35 -0.030779999999999998 0.086870000000000017 0.084745000000000015 0.11704500000000001 0.038215000000000006 0.098035000000000011 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 10 11 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00056144786392697018 -0.00071699040946658827 0.00073090397215416184 -0.00039273680848926694 -0.00044940523024309211 -0.00039572726461012251 -0.00021166648010394025 -0.00018282974772324578 0.00099562711361317942 -0.00033622313448528562 -0.00012823849325423905 0.00087920767066195697 0.00079353568096352824
leaf_weight=0.0010822362214577439 0.0010292618390007604 0.0011490845266266458 0.0019412577088862683 0.0011075666203799539 0.001191768559406804 0.0010320314194464132 0.0018017365242658373 0.0010586199397652624 0.0011938351186549694 0.0012415533307512661 0.0014837926915432821 0.0011574294377823347
leaf_count=479 110 315 617 180 342 383 161 145 136 63 104 86
internal_value=0 4.33286e-05 8.89116e-05 3.30655e-05 7.72208e-05 0.000167008 0.000241782 0.000348523 0.000236381 0.00037547 0.000545722 0.00031972
internal_weight=0 0.0154409 0.0143587 0.0132096 0.012102 0.0101608 0.008969 0.00716726 0.00610864 0.00491481 0.00367325 0.00218946
internal_count=3121 3011 2532 2217 2037 1420 1078 917 772 636 573 469
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=10
num_cat=0
split_feature=124 48 2 3 47 2 3 4 2
split_gain=3.56763e-05 5.35572e-05 0.00012147 6.93508e-05 6.81591e-05 0.000127608 0.000111828 7.27755e-05 2.83084e-05
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.13524500000000003 0.085270000000000026 0.090935000000000016 -0.074084999999999998 0.0061450000000000003 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -7
right_child=1 -3 -4 -5 6 8 -8 -9 -10
leaf_value=0.0039852437978490831 -0.0030110987651362732 -0.0052274894072138174 0.0062205682787395663 0.004545370650195316 0.0071272682094547235 -0.0091452203910790172 -0.002705873887383779 0.0033355080311629794 -0.0042033101111835737
leaf_weight=0.0010088817823017135 0.0019851973679473039 0.0010195965694850774 0.0013892567558839398 0.0010524371755846465 0.0010388824703642351 0.0012355749368072426 0.0012633535033385358 0.0016151756845027019 0.0010627978506821062
leaf_count=259 1258 92 314 63 189 426 99 130 291
internal_value=0 -0.000366601 9.90855e-05 -0.00081996 -0.0015085 -0.00277297 0.00173133 -0.000163926 -0.00686002
internal_weight=0 0.0116623 0.0106427 0.00925342 0.00820098 0.00589875 0.00230224 0.00360037 0.00229837
internal_count=3121 2862 2770 2456 2393 2105 288 1388 717
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=14
num_cat=0
split_feature=14 124 133 132 42 47 13 43 4 13 48 0 0
split_gain=0.000295279 0.000135385 0.000200496 0.000197912 0.000384843 0.000198589 0.00010892 0.000157881 0.000221102 0.000167929 0.000155765 0.000210909 0.000103373
threshold=0.057600000000000005 0.0049200000000000008 0.098785000000000012 0.081240000000000021 -1.0000000180025095e-35 0.086380000000000012 -0.15078499999999997 -0.071629999999999985 -0.033174999999999989 -0.055129999999999992 0.086260000000000017 -0.17169499999999996 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 9 -9 -8 11 -10 -7
right_child=-2 -3 -4 -5 5 12 7 8 10 -11 -12 -13 -14
leaf_value=-0.00099025366896577272 -0.00099088105895117368 0.00072074979725277239 -0.00078886767967177541 0.00087073572093044553 0.00071545511675493237 -0.00069771876483924419 8.3504118076484752e-05 -0.0007078296581667547 0.0011317967365814894 0.0011443704727423622 -0.00036355452874972021 6.2296554146463188e-05 2.1068712381147764e-05
leaf_weight=0.0012442354587091338 0.0010197388779947794 0.0010160703742317879 0.0010390294748091134 0.0010148467258650979 0.0014850266962144346 0.0013593965135932362 0.00110611346878642 0.0012546592148357004 0.0010067302490135432 0.0010175202833799741 0.0012368898531305468 0.0018741457583406835 0.0014891869592181034
leaf_count=593 107 71 460 194 121 77 495 434 58 114 67 136 194
internal_value=0 5.48066e-05 1.00779e-05 6.89993e-05 6.7654e-06 0.000111631 0.000249153 0.000156774 -1.51878e-05 0.000591809 0.000195856 0.000436036 -0.00032195
internal_weight=0 0.0161439 0.0151278 0.0140888 0.0130739 0.0118297 0.00898109 0.00749606 0.00537243 0.00212363 0.00411777 0.00288088 0.00284858
internal_count=3121 3014 2943 2483 2289 1696 1425 1304 695 609 261 194 271
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=10
num_cat=0
split_feature=484 42 160 52 49 42 52 15 0
split_gain=3.39577e-05 6.01326e-05 0.000103465 9.68358e-05 0.000135532 0.000182217 8.51247e-05 0.000102442 0.0001181
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.081404999999999991 0.091735000000000025 0.077655000000000016 -0.03241999999999999 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0044168331965211147 0.0033642091028029068 -0.0054837190026263919 0.0068165387626039171 0.0074441271437669498 -0.0042197164858681366 -0.0095794314902284163 0.0061204926484312401 -0.0066341959457827705 0.0057422674707554196
leaf_weight=0.001653301480052047 0.0013577414651807984 0.0013802337553938488 0.0013166854300254481 0.0011079998791876933 0.0010518808709099067 0.0010896155508388679 0.0011280047672186863 0.0011376523093211601 0.001453695578854848
leaf_count=806 368 539 136 127 65 392 140 290 258
internal_value=0 -0.000425859 0.000256785 0.00121306 0.000251165 -0.0012238 0.000684395 -0.000998713 0.00156007
internal_weight=0 0.0113191 0.00966577 0.00828553 0.00717753 0.00586085 0.00477123 0.00364323 0.00250558
internal_count=3121 2753 1947 1408 1281 1145 753 613 323
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=13
num_cat=0
split_feature=14 484 475 43 42 160 151 4 0 48 52 42
split_gain=0.000187346 0.000131834 0.000154253 8.4222e-05 0.000163579 0.000147484 0.00013872 0.000191 0.000201405 0.000246257 0.000198233 1.86007e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.18116500000000002 -1.0000000180025095e-35 -0.030779999999999998 -0.086029999999999981 0.26790000000000008 -0.18113999999999997 0.088965000000000002 0.077655000000000016 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 -8 10 -10 -12
right_child=-2 2 3 -5 5 6 7 -9 9 -11 11 -13
leaf_value=-0.00053654878129605181 -0.00073245003835868694 0.00070715135362599117 -0.00038797595355153269 -0.00043190429104187001 -0.00041277148510696559 -0.00029138119789342415 -0.00036683694982466602 0.00099020650186737338 -0.00022864134772933656 0.0010809575244645994 0.00072056132429070886 0.00038515146199950438
leaf_weight=0.0011059607960236693 0.0010078543805273612 0.0011218757243635488 0.0019315994167437437 0.0010773494233714447 0.0011823033214397151 0.0012692196943668872 0.0014107776959946302 0.0011322808243589911 0.0019359082690230079 0.001161601452041125 0.0010002237281298287 0.001004698402623766
leaf_count=479 110 315 617 180 342 131 35 179 353 134 31 215
internal_value=0 4.25024e-05 8.75133e-05 3.4472e-05 7.62433e-05 0.00016505 0.000241683 0.000330177 0.000215435 0.000376428 0.00016876 0.000552482
internal_weight=0 0.0153338 0.0142278 0.013106 0.0120286 0.010097 0.00891471 0.00764549 0.00651321 0.00510243 0.00394083 0.00200492
internal_count=3121 3011 2532 2217 2037 1420 1078 947 768 733 599 246
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=15
num_cat=0
split_feature=14 43 42 40 48 3 0 15 42 3 15 49 1 15
split_gain=0.000168736 0.000126852 0.00015399 0.000399517 0.000208407 0.000218083 0.000472411 0.000210346 0.000194877 0.00015963 0.000315893 0.000267113 0.000125205 6.52982e-05
threshold=0.057600000000000005 0.18116500000000002 -1.0000000180025095e-35 -0.0067649999999999993 0.12649500000000002 -0.10831999999999999 -0.053834999999999994 -0.03241999999999999 0.075730000000000006 0.090900000000000009 -0.098289999999999975 -0.0020949999999999996 0.095285000000000022 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 7 9 -5 -9 11 -11 -7 -13 -1
right_child=-2 -3 3 4 -6 6 -8 8 -10 10 -12 12 -14 -15
leaf_value=-0.0007045673730354605 -0.00076225961023195757 -0.00058900185542215045 0.0012139637845115648 0.0012265473573686019 -0.00076831838119102887 -0.00088258386321035665 -0.0011216436706374406 0.00075449753765557829 -0.00033349194663506525 -0.0002003046868465499 0.0011064794453060902 -0.0001742396475923646 0.00071630190152785565 -4.8355001310955088e-05
leaf_weight=0.00112804356222682 0.0010191082310831425 0.0010998867973869486 0.0011473092494714886 0.0010399564418182017 0.0010134750635521364 0.0010842720966662421 0.0012318139528940545 0.0011637280284144689 0.0011753259632700797 0.0012160534369171777 0.0014292903888689645 0.0011592950154084374 0.0010861016258028253 0.0010307641169253307
leaf_count=266 107 200 245 64 61 264 194 109 47 81 99 830 116 438
internal_value=0 2.86497e-05 7.42268e-05 0.000153061 4.81249e-05 0.00012629 -5.89353e-05 0.000521343 0.000207805 0.000160154 0.000505756 -0.00011442 0.000256517 -0.000391246
internal_weight=0 0.0160053 0.0149054 0.0127466 0.0115993 0.0105858 0.00720683 0.00337901 0.00233905 0.00597501 0.00264534 0.00332967 0.0022454 0.00215881
internal_count=3121 3014 2814 2110 1865 1804 1584 220 156 1390 180 1210 946 704
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=10
num_cat=0
split_feature=1 4 43 0 4 47 0 48 4
split_gain=3.98521e-05 0.000114229 6.47802e-05 5.46071e-05 9.36907e-05 0.000136509 9.27488e-05 0.000149919 4.92058e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 -0.019414999999999998 -0.064804999999999988 0.086380000000000012 -0.14920999999999998 0.086035000000000014 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 -6 -7
right_child=3 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.0024656681189787026 -0.0059448749773299203 -0.0070657405076093964 0.0045858825207523764 0.0043897696792210405 0.0056233161736586523 -0.0057915472054034661 0.0071917155995321926 -0.0050997635877816187 0.00033471278186934691
leaf_weight=0.0012598298777486876 0.0010444739595036993 0.0012720949653570388 0.0011212775032500844 0.0015457845006745076 0.0012764357557205272 0.0013441945679850496 0.0016702873008742338 0.0011100919697781819 0.0010741026293413121
leaf_count=317 348 1283 36 269 125 202 428 49 64
internal_value=0 -0.00190314 0.000854949 0.000736842 -1.4082e-05 0.00094259 0.00333484 0.000635482 -0.00307053
internal_weight=0 0.0036532 0.00238111 0.00906537 0.00751959 0.00647511 0.00405682 0.00238653 0.0024183
internal_count=3121 1636 353 1485 1216 868 602 174 266
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=10
num_cat=0
split_feature=1 12 43 16 2 16 48 16 0
split_gain=3.79796e-05 6.67541e-05 5.69205e-05 9.14485e-05 7.2011e-05 0.000127255 8.12237e-05 9.62726e-05 3.73145e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15891500000000003 0.098035000000000011 -0.074319999999999983 0.085875000000000021 -0.056919999999999991 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 7 -4 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0053029804983505445 0.0039599174147330191 -0.0062211364996682707 0.0037128628963002965 -0.006587403365081102 -0.0041803739523493871 0.0083764773134055726 -0.0075417276820628513 -0.0043407661603625004 0.0023313317132400138
leaf_weight=0.001097804583205725 0.0012470084215780467 0.0010533056794854176 0.0019548623930463038 0.0012296008960980829 0.0010023168356608769 0.001484384990446631 0.0010159864236903311 0.0015266943962624164 0.0010310211219022132
leaf_count=139 169 121 973 415 80 217 241 573 193
internal_value=0 -0.000457589 0.000129376 -0.000484977 0.00045118 0.00302682 -0.00156334 0.000181273 -0.000878559
internal_weight=0 0.011396 0.0103427 0.00924487 0.00801527 0.00351772 0.00449754 0.00348156 0.00203334
internal_count=3121 2952 2831 2692 2277 490 1787 1546 273
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=12
num_cat=0
split_feature=14 157 48 48 51 1 15 0 2 2 3
split_gain=0.000144944 0.00013292 0.000119613 0.000207141 0.000132733 0.000158813 0.000199231 0.000148277 0.000142408 0.000122014 8.95561e-05
threshold=0.023790000000000002 -0.072409999999999988 0.12879500000000002 0.092475000000000016 0.08955500000000001 0.12500000000000003 -0.11713499999999999 -0.10607499999999999 0.083995000000000014 0.10097500000000002 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 10 -9 -10 -8
right_child=-2 2 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.00052422622787279673 -0.00068435549320722798 -0.00086595801875027922 -0.00063140091097935093 0.00057657283948835049 -0.000661267177866865 0.0005462486800541452 0.00079788382487359097 -0.00067602980929184879 0.00039013119651053169 -0.00031610820614375891 6.9083680240812113e-05
leaf_weight=0.0016916685056799973 0.0010179779816923687 0.0010299640558666971 0.001026294068690251 0.0019620859812036805 0.0011785792958806792 0.0015084070768097537 0.0010129134731848696 0.0014115969509752922 0.0016100079759285477 0.0017352782448702446 0.0013333307578902165
leaf_count=404 113 135 78 244 215 174 104 544 756 296 58
internal_value=0 3.53803e-05 -2.4508e-05 2.42201e-05 -7.59422e-05 -4.39191e-06 -0.000106517 3.60344e-06 -0.000183882 2.37883e-05 0.000383719
internal_weight=0 0.0155001 0.0138085 0.0127822 0.0108201 0.0096415 0.00813309 0.00710313 0.00475688 0.00334529 0.00234624
internal_count=3121 3008 2604 2526 2282 2067 1893 1758 1596 1052 162
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=11
num_cat=0
split_feature=124 50 484 42 43 42 16 3 0 49
split_gain=3.39523e-05 6.05101e-05 7.50898e-05 6.25127e-05 9.21897e-05 9.6709e-05 6.80008e-05 0.000118533 0.000125625 6.98347e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 -0.15323999999999996 0.085225000000000009 -0.5315899999999999 -0.083924999999999986 -0.10096999999999999 -0.0020949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 9 -9
right_child=1 -3 -4 4 5 -7 7 8 -10 -11
leaf_value=0.0039669892091184098 -0.0053350919184341318 -0.0055448164937215065 0.0054622755910485772 0.006499649983725978 -0.0048925784755362006 -0.0064786293571716703 0.0079040097279695475 -0.0013269977933511219 -0.006804435092790365 0.0060665209855288631
leaf_weight=0.001007914770747141 0.001211794863781617 0.0010522317934621448 0.0012084429885040925 0.0010329810012448285 0.0010046365959803794 0.0012430397351207208 0.0011582403572016394 0.0013331068316994876 0.0011025320691200663 0.0012882740182736802
leaf_count=259 599 579 297 76 69 747 182 89 153 71
internal_value=0 -0.000365622 0.000149325 -0.000535546 0.000176962 -0.000739079 0.000472869 0.00157696 -0.000390932 0.00230654
internal_weight=0 0.0116353 0.010583 0.00937461 0.00816281 0.00712983 0.00588679 0.00488215 0.00372391 0.00262138
internal_count=3121 2862 2283 1986 1387 1311 564 495 313 160
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=13
num_cat=0
split_feature=484 43 15 42 2 1 1 2 3 49 12 3
split_gain=0.000158051 0.000107404 0.000134689 0.000170946 0.000114734 0.00011776 0.000175892 0.000100758 0.000162379 0.000146834 8.83195e-05 0.000181573
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.087135000000000004 0.11389000000000002 -0.012304999999999998 0.079765000000000016 0.10345000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -6 -9 11 -8
right_child=1 -3 3 -5 7 6 10 9 -10 -11 -12 -13
leaf_value=-0.00070265190512547532 -0.00053013023629902372 -0.00052509175010056542 -0.00069886985625872925 0.00029824574667814557 0.00010789178527586441 0.00081809758724066511 -0.00056873334124199536 0.00058680784537834942 0.001116044351642223 -0.0003485519196643147 0.00037754832273122988 0.00038607683406682603
leaf_weight=0.0010992773265467099 0.0011728718649480037 0.0011137483449206618 0.0015530492361007274 0.0010064640160354459 0.0010040428821450464 0.0010567085515953423 0.0019081602787982856 0.0012083355720075893 0.0013050458908609457 0.0011765381960528606 0.0012681400099119888 0.0011241929457649624
leaf_count=503 358 193 494 508 193 75 286 205 90 119 40 57
internal_value=0 3.78631e-05 8.33514e-05 -0.000306779 0.000172316 1.07641e-05 0.000129184 0.000397062 0.000677677 0.000125364 -4.00943e-05 -0.000214754
internal_weight=0 0.0148973 0.0137835 0.00255951 0.011224 0.00653007 0.0053572 0.00469396 0.00230909 0.00238487 0.00430049 0.00303235
internal_count=3121 2618 2425 1002 1423 816 458 607 283 324 383 343
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=9
num_cat=0
split_feature=1 12 159 43 3 2 2 4
split_gain=4.06389e-05 5.23816e-05 5.73965e-05 6.64211e-05 0.000136134 8.25514e-05 8.69843e-05 8.86267e-05
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 -0.070064999999999975 -0.077774999999999983 0.089885000000000007 0.11263500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00034380640216123709 0.0040828675051202828 -0.0056024632236952674 -0.0053223171299980748 -0.0049116996017582251 0.0099823749544908739 -0.00031230365219466155 -0.0032581833249187291 0.0086683818836215433
leaf_weight=0.0019972460966804842 0.0012544994187295077 0.0010448726681541653 0.0010355987147362558 0.001943016648640967 0.0011688283676545936 0.0013685540614964183 0.001627192619516736 0.0011834003107292646
leaf_count=785 169 121 306 818 279 321 187 135
internal_value=0 -0.000474906 4.40522e-05 0.000642379 0.00346834 -0.000819064 0.00108373 0.00385225
internal_weight=0 0.0113687 0.0103238 0.00928824 0.00316607 0.00612216 0.00417915 0.00255195
internal_count=3121 2952 2831 2525 1064 1461 643 456
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=10
num_cat=0
split_feature=1 4 43 15 15 3 47 2 16
split_gain=3.87814e-05 9.6433e-05 6.7307e-05 5.77402e-05 0.000113138 0.000104066 9.83101e-05 8.79124e-05 7.09294e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.024640000000000006 -0.016799999999999995 0.097915000000000016 0.086785000000000015 0.089885000000000007 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -2
right_child=3 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0028182845630567882 -0.0026538535112470411 -0.0067795856839982099 0.0045598415217606254 -0.0037412143414005377 0.007272254544638897 0.0011086157849529532 -0.0083526024441069116 0.0063537642955075356 0.0045162150790436575
leaf_weight=0.0012341088709754864 0.0018399417455262912 0.0012601842789926355 0.0011150802296366891 0.001177592069583757 0.0013068404696891731 0.0010120949658430668 0.0010708779184638306 0.0015345896925299911 0.0010138406569193108
leaf_count=317 204 1283 36 411 246 135 77 240 172
internal_value=0 -0.00192194 0.000683861 0.00075054 0.00143058 0.000250893 -0.00375549 0.00215255 -0.0001066
internal_weight=0 0.00360937 0.00234919 0.00895578 0.00777819 0.00647134 0.00208297 0.00438837 0.00285378
internal_count=3121 1636 353 1485 1074 828 212 616 376
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=10
num_cat=0
split_feature=1 42 13 151 16 43 16 3 4
split_gain=3.75418e-05 0.000108553 0.000100723 7.70704e-05 0.000120543 0.000106451 0.000117754 8.75999e-05 5.78925e-05
threshold=0.12337000000000002 0.092620000000000022 0.10935500000000002 -0.083274999999999988 -0.39185999999999993 -0.075574999999999989 -0.094359999999999986 0.092670000000000016 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -2
right_child=8 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.0063149256924540523 0.0063608136162269305 -0.0069598272687637951 0.0070034530722906801 0.007510031296472275 0.0045802653521714726 -0.0096698622769965381 -0.0051330720623820082 0.0025956097983862569 -0.0007499937944587308
leaf_weight=0.0010956289910378086 0.0011377053265729093 0.0012680921648914626 0.0010443129767881559 0.0010422128351189608 0.0013578745009769971 0.0010245684372981066 0.0013563193359743715 0.0018493977249230964 0.0013192479006060699
leaf_count=304 98 541 157 147 594 147 805 132 196
internal_value=0 -0.000642876 0.000270487 -0.000639599 0.000298214 -0.00104682 -0.00285305 -0.000674348 0.0025427
internal_weight=0 0.0100384 0.00877031 0.007726 0.00663037 0.00558816 0.00423029 0.00320572 0.00245695
internal_count=3121 2827 2286 2129 1825 1678 1084 937 294
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=13
num_cat=0
split_feature=484 43 13 40 16 15 16 51 4 43 15 2
split_gain=0.00016711 0.000100411 0.000132567 0.00011238 0.000127465 0.00012435 0.000191323 0.000114562 0.00016747 0.000113986 8.97761e-05 8.17623e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.25761500000000009 -0.03549999999999999 0.26676500000000009 1.0000000180025095e-35 -0.014034999999999997 0.080335000000000018 0.24564500000000003 -0.00067499999999999993 -0.15026499999999995 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -8 -10 -7
right_child=1 -3 -4 4 -6 11 9 -9 10 -11 -12 -13
leaf_value=-0.00068621760722398651 0.00064031814358005742 -0.00048650916034373854 -0.00053808116644889995 -0.00069933383709037803 -0.00052949986052160255 0.00010529595422378372 0.00021754924199429801 0.00042087242135000039 0.00049310022288631444 0.001000348245926737 -0.00018866129980834258 -0.00060476830879054976
leaf_weight=0.0011156909608715923 0.0012961776467773608 0.0010953059013753897 0.0010389534116833085 0.0011613934649772877 0.0010325509135944754 0.0010605640441106309 0.0010810467913008326 0.0018675078940306351 0.0011925584437640704 0.0014020207706792586 0.0013527312716445222 0.0010679731479061576
leaf_count=503 268 193 75 175 273 699 262 153 106 97 95 222
internal_value=0 4.10562e-05 8.36907e-05 0.00013531 7.6961e-05 0.000138439 0.000241312 5.50077e-05 -0.000129323 0.000659543 0.000130768 -0.000250972
internal_weight=0 0.0146488 0.0135535 0.0125145 0.0112183 0.0101858 0.00805726 0.00557419 0.00370668 0.00248307 0.00254529 0.00212854
internal_count=3121 2618 2425 2350 2082 1809 888 529 376 359 201 921
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=11
num_cat=0
split_feature=484 43 43 42 4 160 0 2 1 43
split_gain=0.000150391 9.76384e-05 0.000145968 0.000149059 0.000107878 0.000118539 0.000178951 0.000120397 9.88004e-05 9.27328e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.35136499999999998 -0.080409999999999995 -0.15599999999999997 0.088930000000000023 0.10887500000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 9 -7 -8
right_child=1 -3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.00063507686538064588 -0.00042579392979901832 -0.00047875544172727453 0.00070745789016688669 -0.00032694340881165039 -0.00026902491768842257 0.00021257822246517532 0.00065599038127073131 0.00088197679371494579 -0.00047923591923059003 1.4720198269688724e-05
leaf_weight=0.0011633594683280101 0.0020066137357992913 0.0010972851254306146 0.0011267580187446892 0.0015629999049580111 0.0015425041614291236 0.0015799790154125137 0.0012630406556042395 0.0016993806945365718 0.0011857652862268531 0.0017867338600920525
leaf_count=503 663 193 93 175 377 80 199 450 55 333
internal_value=0 4.1255e-05 8.27417e-05 2.69959e-05 0.000112546 0.000188387 0.000282275 0.000495595 -8.40252e-05 0.000280297
internal_weight=0 0.0148511 0.0137538 0.012627 0.0106204 0.0090574 0.0075149 0.00474916 0.00276574 0.00304977
internal_count=3121 2618 2425 2332 1669 1494 1117 982 135 532
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=10
num_cat=0
split_feature=43 13 16 52 4 1 3 2 150
split_gain=3.64703e-05 0.000103639 0.000109997 8.1076e-05 9.88951e-05 9.01374e-05 0.000100991 0.00013562 5.6158e-05
threshold=-0.40263499999999991 0.17001000000000002 0.22339500000000004 0.14295500000000003 -0.14723499999999998 0.08592000000000001 0.11924500000000002 0.098035000000000011 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00441073583477167 0.0067851684035581256 0.0074318342139943708 -0.0068689780093090687 -0.0058290581043012697 -0.0052877963848364361 0.0033323169455629444 -0.004860914115411427 0.010048390622521683 -0.0035614470895051122
leaf_weight=0.0010048588902139719 0.0015691702352170628 0.0010850781930514244 0.001315269850865621 0.0010176595965910402 0.0014209424303017505 0.0016163891172555778 0.0011100837630351329 0.0012110419338422235 0.0011811474489650808
leaf_count=122 130 74 404 359 1195 400 156 197 84
internal_value=0 0.000362957 -0.000371625 0.000564751 0.00136718 6.71406e-05 0.00155367 0.00333005 0.000421702
internal_weight=0 0.0115268 0.0104417 0.00912643 0.00810877 0.0065396 0.00511866 0.00400858 0.00279754
internal_count=3121 2999 2925 2521 2162 2032 837 681 484
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=9
num_cat=0
split_feature=42 475 43 0 0 0 48 3
split_gain=4.15309e-05 7.83989e-05 7.5713e-05 0.00011492 7.07641e-05 8.34006e-05 8.13842e-05 8.01851e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.067199999999999996 -0.061629999999999997 -0.10151999999999999 -0.14920999999999998 0.086035000000000014 -0.116045
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6
right_child=1 2 4 -5 7 -7 -8 -9
leaf_value=-0.0040548035365677105 -0.006197367498095031 3.966650921652164e-05 0.0050868000844121542 0.012363383344117775 0.0019873290228311414 0.0091595870944470928 -0.0049907095517451039 -0.0072476265905097106
leaf_weight=0.0018005612113566093 0.0012176077388788053 0.0013296741634323509 0.0012730968927419095 0.001176316718054612 0.0013853282622171585 0.0011350673802355635 0.001374879594409073 0.0017618681330314979
leaf_count=862 448 594 132 139 88 133 71 654
internal_value=0 0.000661254 0.00154626 0.00582444 -7.42555e-07 0.00264631 -0.000145634 -0.0031826
internal_weight=0 0.0106538 0.00943623 0.00250599 0.00693024 0.00378304 0.00264798 0.0031472
internal_count=3121 2259 1811 733 1078 336 203 742
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=10
num_cat=0
split_feature=3 39 48 12 4 1 457 43 1
split_gain=3.78364e-05 6.08763e-05 0.000126094 0.000103763 9.58721e-05 7.21232e-05 5.33899e-05 7.92516e-05 0.000118026
threshold=0.13524500000000003 0.091820000000000013 -0.032929999999999994 0.092355000000000007 -0.27825499999999997 0.11588000000000001 0.080930000000000016 -0.074974999999999986 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 7 -6 -9
right_child=-2 -3 3 5 6 -7 -8 8 -10
leaf_value=0.0072928189612942798 0.0032987872129778078 0.0047872793090925009 -0.0077992745697049353 -0.011547470257070428 0.0046035080974471815 -0.0024031282860272184 0.006280540614477457 -0.0091490017304910951 0.0022446930124503297
leaf_weight=0.0010126091083121338 0.0019614133045922745 0.0012335486017604732 0.0010281973481746642 0.0011927712026037996 0.0013528571833761492 0.0011428641914225657 0.0010061081453476839 0.0011847035491973322 0.0012798256964823562
leaf_count=152 192 183 127 763 661 89 130 743 81
internal_value=0 -0.000639121 -0.00136671 -0.00243772 -0.000587598 -0.007073 0.000949675 -0.000455325 -0.00323228
internal_weight=0 0.0104335 0.00919994 0.00818733 0.00585169 0.00233564 0.00482349 0.00381739 0.00246453
internal_count=3121 2929 2746 2594 1742 852 1615 1485 824
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=10
num_cat=0
split_feature=42 475 43 0 42 3 4 0 48
split_gain=3.55173e-05 6.18774e-05 6.45778e-05 0.000113466 7.88895e-05 6.84445e-05 6.93168e-05 7.66201e-05 7.39087e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.075730000000000006 -0.116045 -0.17966999999999997 -0.14832499999999996 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0030301591814191724 -0.0044185902677155164 -0.00027817408895758545 0.0063402202240539565 0.0098582262761599034 -0.0058270778966909888 -0.0051217669418546549 0.0032046321701943796 0.0061746447168679122 -0.0047394939474656572
leaf_weight=0.0017818909836393509 0.0012100766632565105 0.0012692529049158556 0.0010681869548607725 0.0010997259275940178 0.0010485350100461347 0.0011324566583577056 0.0012087022772024336 0.0012114876819019713 0.0012935895184780222
leaf_count=862 448 535 80 127 686 57 105 157 64
internal_value=0 0.000495816 0.00113307 0.00442734 1.22733e-05 0.0010475 -0.0001191 0.00140638 -0.000902178
internal_weight=0 0.010542 0.00933194 0.00236898 0.00696296 0.00591442 0.00484624 0.00371378 0.00250229
internal_count=3121 2259 1811 662 1149 463 383 326 169
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=9
num_cat=0
split_feature=13 15 474 160 12 13 2 15
split_gain=3.34712e-05 6.3991e-05 5.63149e-05 0.000141282 8.19514e-05 0.000140605 7.40906e-05 8.26489e-05
threshold=-0.23438999999999996 0.084050000000000014 0.084660000000000027 -1.0000000180025095e-35 0.092355000000000007 -0.051094999999999995 0.088930000000000023 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=0.0030152570307162957 -0.0069566529321537333 -0.005701538008075855 0.0052848179262010931 0.0099925191386702594 -0.0035713223769908609 -0.0037257867477950035 0.0056728794713324492 -0.0025892613477871826
leaf_weight=0.0016815739331028446 0.0014854079500249617 0.0011247496842858229 0.0010087677781610129 0.0010223230701536176 0.0016697748866707635 0.0014781973447388326 0.001777150409813368 0.0010149074928645857
leaf_count=169 499 1047 316 295 330 196 208 61
internal_value=0 -0.000493002 0.000126496 -0.000489471 0.000890292 0.0022979 0.000455769 0.00266961
internal_weight=0 0.0105813 0.00945653 0.00844776 0.00696235 0.00529258 0.00427026 0.00279206
internal_count=3121 2952 1905 1589 1090 760 465 269
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=10
num_cat=0
split_feature=1 42 13 151 16 15 51 16 4
split_gain=3.65575e-05 9.29331e-05 8.64626e-05 7.30623e-05 8.64271e-05 8.25377e-05 5.56773e-05 7.47542e-05 5.25668e-05
threshold=0.12337000000000002 0.092620000000000022 0.10935500000000002 -0.083274999999999988 -0.39185999999999993 -0.095869999999999983 0.081440000000000026 -0.004174999999999999 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -2
right_child=8 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0063663017773787738 0.00636383672050148 -0.0066646492247876762 0.0067266389760061952 0.0065905784881141495 -0.0061761570290735247 -0.0061049266670727582 0.0049125757931669546 0.0017185510106643065 -0.00062075818788766247
leaf_weight=0.0010620020189411553 0.0011070677094426116 0.0012447853851824892 0.0010025026027882591 0.0010214930527899539 0.0012559309319718163 0.0010474445234734985 0.0012343960273984564 0.0019220223915809786 0.0013011404965072577
leaf_count=304 98 541 157 147 205 790 250 433 196
internal_value=0 -0.000650178 0.000225893 -0.000638055 0.000300556 -0.000876268 0.000707108 -0.00104109 0.0025901
internal_weight=0 0.00979058 0.00854579 0.00754329 0.00648129 0.00545979 0.00420386 0.00296947 0.00240821
internal_count=3121 2827 2286 2129 1825 1678 1473 1223 294
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=9
num_cat=0
split_feature=4 16 1 12 12 2 0 16
split_gain=3.42595e-05 5.18351e-05 6.45602e-05 0.000101918 8.15451e-05 0.000125819 0.000135825 2.89886e-05
threshold=0.27287000000000006 -0.27167499999999994 0.12811000000000003 0.09857500000000001 0.090455000000000021 0.10774000000000002 -0.11991499999999998 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -2
right_child=7 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0053833440298707352 0.00023607894296343536 0.0018965955889379894 0.0050497961554870404 -0.0081743976142818284 0.0062371223311291097 0.0062807093054646802 -0.0080405319222006163 0.0058926063639618961
leaf_weight=0.0013186723903671179 0.0013392716004745754 0.0016529248215171614 0.0014025110392690276 0.0010738916172851531 0.0012211155629998681 0.0011272960032062095 0.0019500018240845142 0.0010522098918784007
leaf_count=165 112 166 96 376 589 130 1247 240
internal_value=0 -0.000681537 5.41452e-05 -0.000943182 0.000361657 -0.0011551 -0.00348165 0.00272485
internal_weight=0 0.00974641 0.00842774 0.00702523 0.00595134 0.00473022 0.00360293 0.00239148
internal_count=3121 2769 2604 2508 2132 1543 1413 352
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=13
num_cat=0
split_feature=484 43 15 3 2 2 0 0 3 2 13 1
split_gain=0.000169807 9.47604e-05 0.00014243 0.000160778 0.00012063 0.000143496 0.000139385 0.000138558 0.000120423 0.00011969 9.85638e-05 0.000102599
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 0.098035000000000011 0.11389000000000002 -0.10607499999999999 -0.18113999999999997 -0.0069549999999999994 0.08647500000000001 -0.039649999999999998 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 8 9 -7 -6 -2 -8 -12
right_child=1 -3 3 -5 5 7 10 -9 -10 -11 11 -13
leaf_value=-0.00072312764513502196 0.00079537078315590655 -0.00049936762951113649 9.1244426937127832e-05 -0.00087688644091569318 0.00027456256524112529 -0.00041062737538056349 -0.00066344874023863804 0.00051985471811453229 0.0011396905344347251 -5.9703272044711391e-05 0.00033275652485369737 -0.00038320190195345187
leaf_weight=0.0010583076499048839 0.0011468034405631186 0.0010135094926812067 0.0013825500536207812 0.0010159678117916049 0.0010103962962879466 0.0010406180931033515 0.0011178137062077698 0.0011502898467527023 0.0012036595827400465 0.001090096679351775 0.0014177713553442839 0.0013190786443276221
leaf_count=503 64 193 629 373 215 57 407 267 68 77 200 68
internal_value=0 4.4633e-05 8.73897e-05 -0.000318838 0.000180215 0.000413146 1.17767e-05 7.79026e-05 0.000744885 0.000378672 -0.000201136 -1.23137e-05
internal_weight=0 0.0139086 0.012895 0.00239852 0.0104965 0.00440496 0.00609156 0.00219091 0.00221406 0.0022369 0.00385466 0.00273685
internal_count=3121 2618 2425 1002 1423 607 816 324 283 141 675 268
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=11
num_cat=0
split_feature=14 484 475 42 43 42 16 13 15 2
split_gain=0.000187488 0.000153681 0.000167192 7.1239e-05 0.000129864 0.00011846 9.8293e-05 0.000100695 0.000147699 0.00014694
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.074359999999999996 0.092860000000000012 0.22339500000000004 -0.117405 -0.036009999999999993 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 9 -9
right_child=-2 2 3 4 6 -7 -8 8 -10 -11
leaf_value=-0.00062103222395890317 -0.00076515317140943729 0.00077705351587165105 -0.0002778872151631193 0.00078245415300507316 0.00040723356411699174 2.8759448288688885e-05 -0.00051317208820329785 0.00043728532692097622 -0.00056714064630118742 -0.00038134354207720531
leaf_weight=0.0010527682291760687 0.0010009774485937864 0.0010920406564090034 0.0019734538485602681 0.0014832591822858282 0.0019434225824570819 0.0012703451998060246 0.0011463385499459926 0.0019592915073718669 0.0014304243238047864 0.0011370241228669115
leaf_count=479 110 315 741 357 160 138 126 149 477 69
internal_value=0 4.5455e-05 9.76787e-05 3.75741e-05 9.76071e-05 0.000434745 -2.4279e-05 6.23397e-05 -8.57304e-05 0.00013667
internal_weight=0 0.0144884 0.0134356 0.0123436 0.0103701 0.0027536 0.0076165 0.00647016 0.00452674 0.00309632
internal_count=3121 3011 2532 2217 1476 495 981 855 695 218
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=9
num_cat=0
split_feature=52 376 52 48 12 160 160 52
split_gain=4.08926e-05 8.11363e-05 7.36991e-05 6.78132e-05 9.55998e-05 6.20103e-05 6.43498e-05 8.32791e-05
threshold=-0.24164999999999998 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.050340000000000003 -1.0000000180025095e-35 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0043755996541308033 0.0040377284881309037 0.0064816121146491013 0.0041706488632336572 -0.003927144013365946 -0.0064360637659004521 -0.005346713221613824 -0.00088239125246446963 0.0062867258734019956
leaf_weight=0.0010100120912283688 0.0017243269241993117 0.0010167756030219572 0.001089834827880721 0.0011310914976382898 0.0017887556987640765 0.0010587376546482702 0.0018619696795487825 0.0015006774397243877
leaf_count=374 330 159 111 603 472 161 453 458
internal_value=0 0.000382568 -0.000228079 -0.00110052 -0.00188305 -0.000416276 0.000745349 0.00231703
internal_weight=0 0.0111722 0.0101554 0.00843107 0.00734123 0.00555248 0.00449374 0.00336265
internal_count=3121 2747 2588 2258 2147 1675 1514 911
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=8
num_cat=0
split_feature=2 131 13 2 2 52 43
split_gain=3.65432e-05 4.69956e-05 6.88688e-05 6.35169e-05 0.000105482 9.96696e-05 0.00010364
threshold=-1.0000000180025095e-35 0.082070000000000018 -0.15416999999999995 0.11215000000000001 0.10222000000000002 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.0036531586102113755 0.0044116896245609879 -0.0053337631175812954 -0.0076062947329463915 -0.0048977329741613984 0.0074087289775101074 -0.0039668171336820039 0.0046982693329344037
leaf_weight=0.0014915497363451385 0.0018268038403180236 0.0011352545344144793 0.0011703298770597459 0.0019421107236914092 0.0010712758729393068 0.0015603602277966958 0.0019304646809888081
leaf_count=199 161 470 321 378 252 906 434
internal_value=0 -0.0005258 4.8672e-05 -0.000989876 0.000334081 -0.00129189 0.000825071
internal_weight=0 0.0106366 0.00950135 0.00767454 0.00573243 0.00466115 0.00349082
internal_count=3121 2922 2452 2291 1913 1661 1340
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=10
num_cat=0
split_feature=1 4 43 3 160 49 51 3 151
split_gain=3.47851e-05 8.01974e-05 6.48455e-05 6.42158e-05 9.64672e-05 0.000133816 9.1163e-05 5.74688e-05 3.56421e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.076840000000000006 -0.063384999999999983 -0.031119999999999998 -0.031924999999999995 -0.081054999999999974 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -5 -7 -8
right_child=3 -3 -4 6 5 7 8 -9 -10
leaf_value=-0.0037834560291901361 0.010898343576684816 -0.0083374804875654285 0.0058102308555841491 -0.0087190199506176087 0.0097076624273380804 -0.0062228173631342721 -0.0034310700557944984 0.0022165606882819781 0.0030772800716839964
leaf_weight=0.0011904672616482978 0.0010107392975462481 0.0011850755595746968 0.0010523638299648752 0.0010652047024020395 0.001015699155855788 0.0013974812035075117 0.0010077071039387153 0.0011797821018469871 0.0019737786839127865
leaf_count=317 262 1283 36 126 157 350 83 319 188
internal_value=0 -0.00241259 0.000718019 0.000939039 0.00321355 0.00105174 -0.00164855 -0.00235956 0.000877534
internal_weight=0 0.00342791 0.00224283 0.00865039 0.0046037 0.00359296 0.00404669 0.00257726 0.00298149
internal_count=3121 1636 353 1485 1088 826 397 669 271
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=12
num_cat=0
split_feature=484 15 15 133 15 42 12 160 2 2 43
split_gain=0.000172427 0.000123703 0.0001132 9.46387e-05 0.000124433 0.000326369 0.000100724 0.000164577 0.000164185 0.000189146 7.11449e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.099660000000000012 1.0000000180025095e-35 0.080840000000000009 -0.029094999999999999 -0.082299999999999984 0.084245000000000014 0.098260000000000014 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -8 10 -10 -9
right_child=1 2 3 -5 5 -7 7 8 9 -11 -12
leaf_value=-0.00072599563784614461 0.00052845507871831501 -0.00055777085719436819 -0.00025181082026885879 -0.00049222104269865325 -0.00079826502284068989 0.00055495689126695532 -0.00038553975681038846 0.0011954093548303586 -0.0002711585048155963 0.00059114533702903191 0.00050190462150618827
leaf_weight=0.0010759223873336452 0.0015808052697626274 0.0012076399012685085 0.0013626939686211025 0.001048344069354082 0.0015433266614760608 0.0010044661607678919 0.0010086522022564621 0.0010005957402074162 0.0016477314034231199 0.0018361790849332794 0.0010196406291730596
leaf_count=503 232 187 165 366 466 347 249 78 190 263 75
internal_value=0 4.10764e-05 -1.96882e-05 3.69568e-05 9.01799e-05 -0.000264758 0.000205006 0.000300587 0.000426322 0.000183315 0.000845388
internal_weight=0 0.0142601 0.0126793 0.0114716 0.0104233 0.00254779 0.00787549 0.0065128 0.00550415 0.00348391 0.00202024
internal_count=3121 2618 2386 2199 1833 813 1020 855 606 453 153
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=13
num_cat=0
split_feature=484 43 15 3 39 3 133 3 15 457 4 4
split_gain=0.000176035 0.000164428 0.000166062 0.000127061 9.78392e-05 0.000215484 0.000157618 0.00018586 0.000179201 0.000177017 9.3911e-05 9.13552e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 0.093225000000000016 0.13524500000000003 1.0000000180025095e-35 -0.13927999999999999 -0.015744999999999999 0.060310000000000009 0.053180000000000012 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 -9 -12
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00070894801399369318 0.0007687952770069281 -0.00064113806815344673 2.8420992061508086e-05 -0.00080056800302275553 -0.00026367836509086123 0.0009555751568510022 -0.00049082955364870839 -0.0007449059253996017 0.00071991029283651723 0.00057728689416489175 0.00023459201497699501 -0.00049292997938751425
leaf_weight=0.0010987274587717271 0.0017198833188647577 0.0010670989960985351 0.0014215829657705688 0.0010583923838803485 0.0013441041413068374 0.0012622533868206836 0.0010869462026699686 0.0010139505287410826 0.0011567204053156543 0.0010202114886863622 0.0012963478556187943 0.0010057980632736524
leaf_count=503 157 193 629 373 150 126 435 228 116 74 90 47
internal_value=0 4.31837e-05 9.77354e-05 -0.000325371 0.000193946 0.000258272 0.000152225 0.00024913 8.64217e-05 -8.25629e-05 -0.000285569 -8.32593e-05
internal_weight=0 0.0144533 0.0133862 0.00247998 0.0109062 0.00956211 0.00829986 0.00721291 0.00549303 0.00433631 0.0033161 0.00230215
internal_count=3121 2618 2425 1002 1423 1273 1147 712 555 439 365 137
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=13
num_cat=0
split_feature=484 43 15 3 47 51 2 0 2 15 49 13
split_gain=0.000171705 0.000147237 0.000172213 0.000155001 0.000125571 0.000135242 0.000107324 0.000157574 0.000265742 0.000165578 0.000116649 0.000124101
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 0.13148500000000005 -0.090529999999999985 0.098035000000000011 -0.10151999999999999 0.084055000000000005 -0.03241999999999999 0.0034800000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7 -9 11 -8
right_child=1 -3 3 -5 -6 6 10 9 -10 -11 -12 -13
leaf_value=-0.00075395214781675884 0.00091862801788988033 -0.00065721053736360043 4.862457995436423e-05 -0.00094474814636906349 -0.00044892293450868738 0.0010422769220811521 0.0011489873069858892 0.00010025396904176936 -0.0002807418303394833 -0.00089056332552519136 -7.539535145156664e-05 0.00030507379530336293
leaf_weight=0.0011159657868169302 0.0011016928343387288 0.0010674334187845249 0.001440091782190291 0.0010400535905840036 0.001028614803388451 0.0011480311999736434 0.0011404140981000977 0.0014947192904786908 0.0011874254745822058 0.0011453139963428548 0.0012165340507454768 0.0016239426955093898
leaf_count=503 246 193 629 373 45 48 174 351 88 190 139 142
internal_value=0 4.39578e-05 9.91254e-05 -0.000367948 0.000203612 0.000270345 0.000190602 -1.39015e-06 0.000369609 -0.000329588 0.000430563 0.000653224
internal_weight=0 0.0146343 0.0135668 0.00248015 0.0110867 0.0100581 0.00895638 0.00497549 0.00233546 0.00264003 0.00398089 0.00276436
internal_count=3121 2618 2425 1002 1423 1378 1132 677 136 541 455 316
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=9
num_cat=0
split_feature=1 15 52 3 0 0 13 3
split_gain=3.50389e-05 6.30393e-05 6.19143e-05 6.63402e-05 8.56475e-05 8.20118e-05 4.70394e-05 6.09458e-05
threshold=0.11323000000000001 0.079055000000000014 -0.081429999999999989 0.12178000000000001 -0.14649999999999996 -0.069954999999999976 -0.0025349999999999995 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -2 -8
right_child=6 -3 3 -5 5 -7 7 -9
leaf_value=0.0044405835275911736 0.0062846637746546072 -0.006777224653266199 0.0047927354980714047 -0.0074797694625361013 -0.0085005357509572357 0.00057430825145173806 0.0042913744087506051 -0.0042215585490213104
leaf_weight=0.0016702532454273434 0.0012691507359091025 0.001132400487414034 0.0016714183856987325 0.0010255136502514972 0.0010933044931361506 0.001954315172292163 0.001162143002933626 0.0012069235155545144
leaf_count=589 310 1110 150 31 621 154 102 54
internal_value=0 -0.000946376 -5.58794e-05 -0.00136325 -3.40384e-05 -0.00268121 0.00216267 -4.55485e-05
internal_weight=0 0.00854721 0.0074148 0.00574455 0.00471904 0.00304762 0.00363822 0.00236907
internal_count=3121 2655 1545 956 925 775 466 156
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=12
num_cat=0
split_feature=14 457 11 16 16 151 160 52 2 15 3
split_gain=0.000144919 0.000127277 0.000129586 0.000173894 0.000180305 0.0001343 9.51764e-05 0.000122933 0.000161687 0.000222458 0.000205275
threshold=0.023790000000000002 -0.0029299999999999994 0.087830000000000005 -0.5048999999999999 -0.27167499999999994 -1.0000000180025095e-35 -0.085834999999999981 0.11008000000000001 0.10097500000000002 -0.016799999999999995 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 9 -8 -11
right_child=-2 2 -4 4 5 6 7 -9 -10 10 -12
leaf_value=-0.00057119926918844616 -0.0006912076574782254 0.00075182383653785861 -0.00055148408357505777 -0.00066141711246901584 0.0006077718147774056 -0.00049184090686947839 -0.0003334921156956859 0.00068263844771607066 -0.00045846637422678567 -0.00010813680848298567 0.00090922411471343898
leaf_weight=0.0010925998609887565 0.0010004428706451842 0.0013898947462897609 0.0010131565723243705 0.0010727242565621341 0.0017070668784877991 0.0010127814632078218 0.0016870784065318718 0.0010980797138632203 0.0017835313629659746 0.0011087030416618215 0.0017392542592676269
leaf_count=242 113 165 104 162 296 347 340 152 322 358 520
internal_value=0 3.55488e-05 8.42499e-05 0.000135372 5.89351e-05 0.000135169 3.94603e-05 0.000112012 1.28453e-05 0.000198202 0.000513168
internal_weight=0 0.0147049 0.0136123 0.0125991 0.0112092 0.0101365 0.00842943 0.00741665 0.00631857 0.00453504 0.00284796
internal_count=3121 3008 2766 2662 2497 2335 2039 1692 1540 1218 878
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=13
num_cat=0
split_feature=484 43 43 42 160 48 1 0 3 0 16 16
split_gain=0.00018031 0.000128133 0.000125578 0.000117232 9.82537e-05 0.000132785 0.000157637 0.000346517 0.000105002 0.000190444 0.000103692 1.04506e-08
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.080409999999999995 -1.0000000180025095e-35 0.094825000000000007 -0.18113999999999997 -0.083784999999999984 -0.14794999999999997 -0.056919999999999991 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -6 8 -8 -7 -10 -9 -2
right_child=1 -3 -4 4 5 6 7 10 9 -11 -12 -13
leaf_value=-0.00070026878289479965 -0.00036265203830099739 -0.00056447709250966212 0.00067777753266604285 -0.00027968310498682276 -0.00033943424550684831 0.00038219259588398246 -0.00027294885922780053 0.0012311321238440841 0.00027487161856551521 -0.00081542860918564939 0.00050230702665502282 -0.00037092957147777308
leaf_weight=0.0011711383342774022 0.0010002148242641985 0.0010716036146981344 0.0010833393445585154 0.0017512201460552065 0.0013157864011109667 0.0014873474489096586 0.0011748685127943581 0.0014639805661288635 0.0010994339477381516 0.0010073647369485221 0.0011388546411918582 0.0010017478406337702
leaf_count=503 547 193 93 415 116 129 51 190 33 495 240 116
internal_value=0 3.8477e-05 8.62528e-05 3.47432e-05 0.00011175 0.000190654 0.000285268 0.000543645 1.36951e-05 -0.000246455 0.000912239 -0.000366794
internal_weight=0 0.0145958 0.0135242 0.0124408 0.0104389 0.00868764 0.00737185 0.0037777 0.00359415 0.0021068 0.00260284 0.00200196
internal_count=3121 2618 2425 2332 1669 1254 1138 481 657 528 430 663
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=9
num_cat=0
split_feature=1 16 1 47 2 3 0 3
split_gain=3.34157e-05 5.94957e-05 8.28581e-05 0.000117339 8.43531e-05 0.000131675 0.000167842 3.12481e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10439500000000002 0.085770000000000027 0.10097500000000002 0.090900000000000009 -0.084044999999999995 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0052827013216778683 0.0037616551763383428 -0.007314564088159693 0.0033994544871799618 -0.0028934096726940229 -0.0059467900555890685 0.0071343592967174603 0.0033127636444807733 0.009132688100059622
leaf_weight=0.0012923188578930793 0.0012148981051489033 0.0017546437840472732 0.0010142987249409652 0.001175642516057035 0.0017260947417409873 0.0011988367297742775 0.001680080028437667 0.0011969246067646934
leaf_count=125 169 980 132 125 432 83 887 188
internal_value=0 -0.000437536 0.000204899 0.00324122 -0.00141211 0.000277149 -0.00211625 0.00650283
internal_weight=0 0.0110388 0.00974652 0.00338687 0.00635966 0.00463356 0.00343472 0.00221122
internal_count=3121 2952 2827 445 2382 1950 1867 320
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=13
num_cat=0
split_feature=484 43 43 42 457 160 16 4 2 0 4 1
split_gain=0.000155523 0.000134493 0.000145224 0.000120717 0.000121279 0.000120636 0.000163451 0.000139348 0.00011003 0.000312688 0.000135471 5.31882e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080409999999999995 0.16703000000000004 -0.083854999999999985 0.11411 -0.10151999999999999 0.053180000000000012 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 -6 7 -7 9 10 -9 -2
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00064128295259447581 -0.00064413314515152976 -0.00057334589898559555 0.00069770080233178878 -0.00047918159573438496 -0.00024866740298356112 0.00090134295020157418 -0.00024555666401110453 0.0003404111787257789 -0.00017909275055686102 -0.00026976856680710753 0.0011959377898208621 -7.6033702191748699e-05
leaf_weight=0.0011325952893329353 0.0010328848713065898 0.0010449178092371081 0.0011295317476783745 0.0010017694289351049 0.00177712266068985 0.0013311557117035109 0.001594181433299314 0.0010767995603804866 0.0013474287865532291 0.0013434427150978492 0.0012749477642860496 0.0010463449203539366
leaf_count=503 611 193 93 149 365 84 265 58 169 499 80 52
internal_value=0 4.12056e-05 8.72198e-05 3.34577e-05 0.000109242 0.00016973 0.000263047 0.000390257 0.000255339 0.000413753 0.000804216 -0.000358245
internal_weight=0 0.0150005 0.0139556 0.0128261 0.0107468 0.00974508 0.00796796 0.00637377 0.00504262 0.00369519 0.00235175 0.00207923
internal_count=3121 2618 2425 2332 1669 1520 1155 890 806 637 138 663
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=13
num_cat=0
split_feature=484 43 15 3 43 133 3 15 15 48 150 47
split_gain=0.000190697 0.000118741 0.000145751 0.000167351 0.000114741 0.000159346 0.000172976 0.000229759 0.000250862 0.000102848 7.89434e-05 9.9195e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.13927999999999999 -0.016799999999999995 -0.074054999999999996 0.092475000000000016 0.087170000000000011 0.086380000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 11 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.000780481237754481 0.00084730658032292191 -0.00057605019662101715 0.0001090777448404614 -0.00090152746184822053 0.00074157128133752511 -0.00054102997954796255 0.00061144335021772031 0.00078346489029584388 -0.00085584941033172227 0.00063664143089132183 -0.00045896343336501277 -0.00022230025636010806
leaf_weight=0.0010843039959761705 0.001363435150678831 0.0010206509203560072 0.0014425989227380923 0.0010435247029286212 0.0012798957640556543 0.001154134664396911 0.0010138617726529195 0.0014369228601471195 0.0012029752452223227 0.0011246640803409744 0.0010910456521814327 0.0010988883095166546
leaf_count=503 142 193 629 373 124 470 187 132 129 107 54 78
internal_value=0 5.57509e-05 0.000104412 -0.000315113 0.000201291 0.000128394 0.000221123 9.86038e-05 -7.93053e-05 0.000136514 -3.90519e-05 0.000177795
internal_weight=0 0.0142726 0.0132519 0.00248612 0.0107658 0.00948593 0.00833179 0.00696836 0.00553144 0.00432846 0.0032038 0.00211275
internal_count=3121 2618 2425 1002 1423 1299 829 687 555 426 319 265
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=13
num_cat=0
split_feature=14 484 475 457 43 42 15 0 49 43 13 48
split_gain=0.000240012 0.00019177 0.000197675 0.000146641 0.000153732 0.000213101 0.000137843 0.000221208 0.000171443 0.000161665 0.0001931 0.000109774
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.18116500000000002 -1.0000000180025095e-35 -0.03241999999999999 -0.074479999999999977 0.084945000000000007 -0.083269999999999997 -0.10664 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 11 -8 -11 -7
right_child=-2 2 3 4 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.00068659347242009414 -0.00090886747344973596 0.00084988843824223323 -0.00064068102435163598 -0.00039908053312859792 -0.0005807198272183749 0.00084422699353263085 0.00054331651087210933 0.0012357926033700552 -0.00037720803583289061 0.00031871841044421503 -0.000697502319847149 8.4159441458678727e-05
leaf_weight=0.0011915041553742052 0.0010143892041264693 0.0012395290319768713 0.0010540453948554946 0.0019937368574479012 0.0010992874042236147 0.0016927207857494637 0.00152076233954358 0.001180316033589205 0.0010522866792737834 0.0012660770562530816 0.0015211937616563804 0.0011999814505203564
leaf_count=479 110 315 105 614 180 165 133 205 140 45 550 80
internal_value=0 5.53668e-05 0.000115019 4.79455e-05 0.000105891 0.000171943 0.000292629 0.000505672 0.000287225 3.9169e-05 -0.000235899 0.000528928
internal_weight=0 0.0160114 0.0148199 0.0135804 0.0125264 0.0114271 0.00943334 0.0051253 0.00394499 0.00430803 0.00278727 0.0028927
internal_count=3121 3011 2532 2217 2112 1932 1318 590 385 728 595 245
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=8
num_cat=0
split_feature=2 156 1 42 3 457 4
split_gain=3.3577e-05 4.15378e-05 4.82533e-05 0.000115814 9.51216e-05 8.80409e-05 0.000123031
threshold=-1.0000000180025095e-35 0.08426500000000002 0.12337000000000002 0.092620000000000022 -0.083924999999999986 0.045365000000000009 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0029001085081310804 0.0042327196056955729 -0.003935461049695407 0.0030346544269252472 -0.0068892672510813139 0.00099459260313067917 0.0041467010000828756 -0.0067915431379385735
leaf_weight=0.0015145953997117894 0.00196155064021219 0.0012988956525255184 0.0019017050572959571 0.0011248504752288477 0.0018089118693853014 0.0010190358828481016 0.0017452918515130341
leaf_count=199 808 422 193 490 539 122 348
internal_value=0 -0.000425027 5.18608e-05 -0.000688695 0.000378625 -0.00127447 -0.00282879
internal_weight=0 0.0108602 0.00956135 0.00765964 0.00653479 0.00457324 0.0035542
internal_count=3121 2922 2500 2307 1817 1009 887
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=12
num_cat=0
split_feature=14 457 0 15 48 1 15 52 0 2 0
split_gain=0.000170501 0.000138393 0.000117317 0.000263818 0.000241708 0.000154935 9.35122e-05 0.000124274 0.00018252 0.000154885 0.000132686
threshold=0.023790000000000002 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 0.089770000000000016 -0.10091499999999999 0.083680000000000018 -0.019414999999999998 0.08708500000000001 0.16094000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 -8 -9 -11
right_child=-2 2 6 4 -6 -7 7 9 -10 10 -12
leaf_value=-0.00057118612215645488 -0.00070906225764506652 -0.00028205386700624251 0.00042519320092726 0.0004005507824287874 -5.7882966019819509e-05 0.0013079909641100366 -0.00072171988920598446 0.00071844568688915207 6.3045710529142078e-05 -0.00050698133828554431 0.00035795657264519557
leaf_weight=0.00105876118027409 0.0010050711792310716 0.0016846889383548419 0.0011758119995806445 0.0010801797506844743 0.0012753335932416121 0.001316927161692294 0.0019068927243961324 0.0010019714179318063 0.0018334878337774893 0.0012511117170456217 0.0010117610748122674
leaf_count=242 113 172 296 63 65 104 1063 385 215 385 18
internal_value=0 4.71667e-05 9.55254e-05 0.000299825 0.000566755 0.000899082 -3.82547e-05 -0.000116043 -0.000337038 0.000137139 -0.000120256
internal_weight=0 0.0145969 0.0135382 0.00535713 0.00367244 0.00239711 0.00818104 0.00700522 0.00374038 0.00326484 0.00226287
internal_count=3121 3008 2766 404 232 167 2362 2066 1278 788 403
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=13
num_cat=0
split_feature=484 43 15 42 43 3 0 15 52 52 13 47
split_gain=0.000212901 0.0001396 0.000127434 0.000302481 0.000112978 0.00015375 0.000218694 0.000182326 0.000137896 0.000111137 0.000152243 0.000239524
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.080840000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.053834999999999994 -0.016799999999999995 -0.081934999999999994 -0.066844999999999988 -0.0095349999999999983 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 -7 -10 -11 -12
right_child=1 -3 3 -5 -6 6 7 -9 9 10 11 -13
leaf_value=-0.00078768062516143338 0.00060475860859288447 -0.00057522680671336091 -0.00076452492590791722 0.00052380152416405782 0.00069472493040641822 0.00067351661376348251 -0.0010539951551786616 2.1527096780493354e-05 -0.00051299893591880434 -0.000380699007924755 0.0010488482892317174 -0.00011565658056299592
leaf_weight=0.0011170452064009516 0.0018099887516680466 0.0011336873295087211 0.0016134411894790307 0.0010126579944502376 0.0013080352424173882 0.0015101847527990778 0.0010363104493226142 0.0011193070739279306 0.0010055750303050439 0.0011175160282896161 0.0011611119676213939 0.0012545417985583562
leaf_count=503 163 193 503 499 124 307 139 68 70 364 137 51
internal_value=0 4.83029e-05 9.89807e-05 -0.000267729 0.000184034 0.00011733 9.79967e-06 -0.000495529 0.00018988 2.89591e-05 0.000183206 0.000444076
internal_weight=0 0.0150824 0.0139487 0.0026261 0.0113226 0.0100145 0.00820455 0.00215562 0.00604893 0.00453874 0.00353317 0.00241565
internal_count=3121 2618 2425 1002 1423 1299 1136 207 929 622 552 188
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=10
num_cat=0
split_feature=4 12 151 12 12 0 151 3 12
split_gain=3.43304e-05 9.73274e-05 8.59293e-05 6.77141e-05 0.000144093 8.98955e-05 0.00013145 7.6498e-05 6.37876e-05
threshold=0.24564500000000003 0.098810000000000023 -0.00099499999999999979 0.090455000000000021 0.051320000000000005 -0.019414999999999998 -0.0064299999999999991 0.088060000000000013 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 -4
right_child=2 -3 8 -5 -6 -7 7 -9 -10
leaf_value=0.0059562798151639824 -0.0041573490917947969 -0.007645817089708384 0.0097872407684711955 0.0052795257534539236 -0.0092871475082537142 0.0070983937319665721 0.00079719325255362729 -0.0084040926207798409 0.00094891041627626896
leaf_weight=0.0012683066399662157 0.0010122731395445506 0.001280544945266855 0.0010875558291092166 0.0015163440319234658 0.0011889023165404244 0.0012667692736486975 0.0011124569397451267 0.0014855508106874082 0.0012194868585398977
leaf_count=152 98 404 251 618 1144 125 132 120 77
internal_value=0 -0.000863944 0.00228751 0.000244008 -0.000963773 0.000964051 -0.00104582 -0.00446414 0.00511536
internal_weight=0 0.00911887 0.00331932 0.00783833 0.00632199 0.00513308 0.00386631 0.00259801 0.00230704
internal_count=3121 2695 426 2291 1673 529 404 252 328
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=13
num_cat=0
split_feature=484 43 15 3 43 1 15 51 0 2 2 15
split_gain=0.000153 0.00010853 0.000130589 0.000156884 0.000125069 0.00018605 0.000192976 0.000183147 0.000166554 0.000239493 0.000117375 5.5845e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 -0.076794999999999988 -0.18113999999999997 1.0000000180025095e-35 0.11411 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 10 11 -9 -10
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.00082745536878609807 -0.00059954714902137269 -0.00070895279327779274 -6.5743379326826267e-05 -0.0010141065489977694 0.00056864054969745989 -0.00073385408918493291 0.0007697608943530418 7.2187243181049901e-05 -0.00032737087531511673 0.0010662239183515606 -0.00078461383926793648 0.00029152714461277269
leaf_weight=0.0011947082275476527 0.0018599871478529656 0.0010519480476208912 0.0014700854253211909 0.0010708959162525422 0.00125491121992627 0.0011803192566119782 0.0011690835644736124 0.0013035404601353688 0.0010293882750971595 0.0011183775586094428 0.0010063225347067828 0.0010420931647598993
leaf_count=503 484 193 629 373 124 95 192 53 82 213 49 131
internal_value=0 -0.000125884 -8.04667e-05 -0.000465431 8.75118e-06 -6.3615e-05 6.33835e-05 -6.02407e-05 8.43264e-05 0.000363417 -0.00030109 -1.60239e-05
internal_weight=0 0.014557 0.013505 0.00254098 0.010964 0.00970911 0.00784912 0.00668004 0.00549972 0.00318986 0.00230986 0.00207148
internal_count=3121 2618 2425 1002 1423 1299 815 623 528 426 102 213
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=14
num_cat=0
split_feature=484 15 11 457 0 48 16 13 47 43 47 160 1
split_gain=0.000194875 0.000102348 0.000136688 9.22542e-05 0.000130987 0.000178121 0.00014902 0.000175884 0.000170236 0.000220222 0.00014673 0.000230905 0.000216101
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -1.0000000180025095e-35 -0.10607499999999999 0.088965000000000002 -0.084119999999999986 -0.084034999999999985 0.092165000000000011 -0.12152999999999999 0.078875000000000015 0.08443500000000001 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 6 -6 -8 9 -9 11 12 -5
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.00069577743408545634 0.00046927530801044274 -0.00046288253296038445 -0.00061733539571810379 0.00029831147729878892 -0.00073657003101024925 0.00057319081720068137 0.0005087882714068894 5.4242156184377023e-05 0.00028485962449493129 -0.0010449832628768297 -0.00023175755427009794 -0.00016859043256000275 0.0014418556019012651
leaf_weight=0.0012684111209612615 0.0016492463297958252 0.00107755167496948 0.0011114869391918867 0.0010763725490639114 0.0012470711896237809 0.0012486464558387252 0.0014002133644940859 0.0011244753316580233 0.0012928736422883405 0.0012775214179224308 0.001083991668667128 0.0010259033066832846 0.0010928008415376916
leaf_count=503 232 149 155 71 488 197 168 126 71 733 50 81 97
internal_value=0 4.23632e-05 -7.71774e-06 4.46156e-05 9.06865e-05 -5.21865e-05 -0.000175311 -3.79375e-05 -0.000245126 -0.00053039 0.000344134 0.000539517 0.000874414
internal_weight=0 0.0157082 0.0140589 0.0129474 0.0118699 0.0075908 0.00634215 0.00509508 0.00369487 0.002402 0.00427907 0.00319508 0.00216917
internal_count=3121 2618 2386 2231 2082 1783 1586 1098 930 859 299 249 168
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=10
num_cat=0
split_feature=4 2 3 52 1 52 0 1 16
split_gain=3.20634e-05 8.45717e-05 6.254e-05 0.000103902 0.000108977 6.22734e-05 0.000120141 0.000103046 3.90123e-05
threshold=0.0061450000000000003 0.10981000000000002 0.11296500000000002 -0.046924999999999988 0.11588000000000001 -0.088204999999999992 0.089620000000000019 0.080270000000000022 -0.49446999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 8 -1 7 -7 -5
right_child=2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0079113255483567752 0.0079351075536528409 0.0038082375108976175 -0.0027107416295513859 0.00032291979923965402 0.0058443898450805205 0.0074283445068790291 -0.0073807952539857178 -0.0025266576994565039 -0.0060562425350509539
leaf_weight=0.001039504949874921 0.0013804382774256106 0.0013821448294845627 0.0017570935648082361 0.0010323877976746167 0.0012290281338623059 0.0010107070745522476 0.00121375693708628 0.0013457035686014265 0.0010983278648482176
leaf_count=446 189 248 159 149 145 961 58 521 245
internal_value=0 -0.00130362 0.00108591 0.00249326 0.000257329 -0.00283634 -0.00135869 0.00174322 -0.00296537
internal_weight=0 0.00599182 0.00649728 0.00474018 0.00335974 0.00460967 0.00357017 0.00235641 0.00213072
internal_count=3121 2234 887 728 539 1986 1540 1482 394
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=11
num_cat=0
split_feature=52 52 51 52 160 52 0 15 15 15
split_gain=3.71283e-05 7.27558e-05 8.01549e-05 6.41513e-05 0.000110329 8.44972e-05 0.00013261 9.45027e-05 6.6287e-05 5.26332e-05
threshold=-0.24164999999999998 -0.090859999999999982 -0.076794999999999988 -0.046924999999999988 -1.0000000180025095e-35 0.11008000000000001 0.12500000000000003 -0.082809999999999981 -0.15026499999999995 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 -9
right_child=1 2 3 4 5 -7 -8 9 -10 -11
leaf_value=-0.0056956570838501011 0.008123491388765931 -0.0087146896023274044 0.0063736057962184888 -0.010219519209103724 0.0026952695906446804 0.008418321203419319 -0.010336315455827883 0.011106245966197333 -0.0079583307598267705 0.0015325446558698257
leaf_weight=0.0010396881867712317 0.0010786176864385948 0.0010024627900859376 0.0015223692945042465 0.0010044561345998564 0.0010844961518558785 0.0011703912771415526 0.0011196240731120577 0.0010780624848935189 0.0011770359977920928 0.0011438137848049403
leaf_count=374 264 253 248 567 170 162 38 132 150 763
internal_value=0 0.000441582 -0.000362657 0.000537599 -0.000604686 0.000821133 -0.000765808 0.0016242 -0.0028495 0.00617774
internal_weight=0 0.0113813 0.0103027 0.00930025 0.00777788 0.00677342 0.00560303 0.00448341 0.00226153 0.00222188
internal_count=3121 2747 2483 2230 1982 1415 1253 1215 320 895
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=9
num_cat=0
split_feature=11 43 52 43 52 16 51 15
split_gain=3.1976e-05 7.08231e-05 8.36634e-05 9.98e-05 7.73247e-05 0.00010025 7.19505e-05 7.92513e-05
threshold=0.081365000000000007 -0.067199999999999996 0.084240000000000023 -0.13868499999999997 -0.085984999999999992 -0.008904999999999998 0.081440000000000026 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 -6
right_child=-2 4 -4 -5 5 -7 -8 -9
leaf_value=0.00065860192985538267 -0.0040409436279303214 -0.0073545181972137852 -0.001970434735004536 0.010415325663651097 -0.00083431478125591202 0.0048121613220075271 0.0025011244199144929 -0.0087693745937827278
leaf_weight=0.0012298167048807596 0.0010997522733917362 0.0010127812077260438 0.0013150420777685613 0.0012914445145880563 0.0018411620411287355 0.0018142067603521047 0.0014577862228795004 0.0012834841365178451
leaf_count=172 178 249 394 737 301 202 199 689
internal_value=0 0.000338435 0.00304188 0.00565621 -0.0010613 -6.48937e-05 -0.00199574 -0.00409373
internal_weight=0 0.0112457 0.0038363 0.00252126 0.00740942 0.00639664 0.00458243 0.00312465
internal_count=3121 2943 1303 909 1640 1391 1189 990
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=12
num_cat=0
split_feature=484 48 0 4 150 12 40 42 43 13 4
split_gain=0.000159845 0.000103797 0.000152237 0.000170584 0.000191423 9.96589e-05 0.000127897 8.23872e-05 0.000158735 0.000127122 0.000170447
threshold=-0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.27834500000000006 0.087170000000000011 0.098810000000000023 -1.0000000180025095e-35 0.086665000000000006 0.05259500000000001 -0.033284999999999988 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 -8 -11
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00066786649378631807 0.00070678223460327017 -0.00052016245552411421 -0.00043671575693199187 0.00051612953941624978 -0.00076252366616531299 -0.00036573056120603887 -0.00037281082325789209 -0.00022188508644085063 0.00089588876225880421 -0.00024223290596967089 0.00069395331547023899
leaf_weight=0.0011286346659377154 0.0011686324036883659 0.001009746879620182 0.0011770245641315701 0.0019353853746325372 0.0011620015278440013 0.001789061359381984 0.0011344844137419403 0.0011552956787442758 0.0011803174022566865 0.0010117541044094487 0.0017281660866365588
leaf_count=503 62 77 161 271 225 327 214 560 110 450 161
internal_value=0 3.99658e-05 8.20416e-05 2.25563e-05 -6.9845e-05 1.78713e-05 0.000110776 0.000214545 0.000314295 0.000137115 0.000348253
internal_weight=0 0.0144519 0.0134421 0.0122735 0.0103381 0.0091761 0.00738704 0.00621002 0.00505472 0.0038744 0.00273992
internal_count=3121 2618 2541 2479 2208 1983 1656 1495 935 825 611
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=14
num_cat=0
split_feature=484 457 131 43 39 15 3 2 0 3 15 15 4
split_gain=0.000189563 0.000125078 0.000120456 0.000124337 0.000166676 0.000240108 0.000205726 0.000205946 0.000158106 0.0001035 0.000107728 8.96919e-05 5.10438e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.088610000000000008 0.18116500000000002 0.092870000000000022 0.084050000000000014 0.13524500000000003 0.11215000000000001 -0.11991499999999998 -0.10519499999999998 -0.015744999999999999 -0.0058549999999999991 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 12 10 -10 -11 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=-0.00070736838182442353 -0.00055899941334140875 0.00051571003899561377 -0.00048656326013790522 -0.00045386401990877082 -0.00040496971854558575 -0.00052278810750100348 0.0010503339027759522 -0.0003880343428170298 0.00078005362817109842 -0.0004662094070346829 5.9781585487514105e-05 0.0002806841209830438 0.0010793815297157363
leaf_weight=0.0011320330941978944 0.0010009097335460715 0.0010091267684543331 0.0010496259463496646 0.0010227766236677186 0.0013075880140951965 0.0010823245689775907 0.0011905382964047606 0.0012992023445621975 0.001376021650804693 0.0010253857168355937 0.0012497521538936706 0.0010032572771706441 0.0010176995003875755
leaf_count=503 156 72 361 192 139 706 96 169 55 365 101 141 65
internal_value=0 4.69508e-05 9.14376e-05 0.00013965 0.000192157 0.000268308 0.00036167 0.000258933 0.00038474 0.000204459 0.000437236 -9.68362e-05 0.000798738
internal_weight=0 0.0146342 0.0136333 0.0125837 0.0115609 0.0102533 0.00917098 0.00798045 0.00668124 0.00465442 0.00262577 0.00202864 0.00202683
internal_count=3121 2618 2462 2101 1909 1770 1064 968 799 662 156 506 137
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=11
num_cat=0
split_feature=484 15 42 42 15 40 52 151 0 4
split_gain=0.000140055 0.000105968 0.000265922 0.000115754 0.000233388 0.000104085 0.000170411 0.000114364 0.000228537 0.000181001
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.081660000000000024 0.075730000000000006 -0.033689999999999991 -1.0000000180025095e-35 -0.081429999999999989 -0.044604999999999992 -0.010949999999999998 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 -8 9 -9
right_child=1 2 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00065509019501825165 -0.00024634943908066173 -0.00073719954301581766 0.00046095129524753754 0.00021155416544173616 -0.00085265897552730049 0.00082026173979182521 -0.00039681663222385002 0.00025103848822506143 -0.00030840790048598679 0.0012212791353160605
leaf_weight=0.0010922062560326613 0.0013608345504630319 0.0017447716255141136 0.0010562575937025651 0.0019395231599468998 0.0011756010910994258 0.001827659543741306 0.0010696071509872533 0.0019600590971846203 0.0015153683146310495 0.0010481341489474022
leaf_count=503 178 570 513 470 179 269 81 190 78 90
internal_value=0 4.44154e-05 -0.000285381 0.000122064 -0.000190064 0.000232785 0.000320649 0.000157393 0.000288437 0.000589096
internal_weight=0 0.0146978 0.00280103 0.0118968 0.00311512 0.00878166 0.00742083 0.00559317 0.00452356 0.00300819
internal_count=3121 2618 1083 1535 649 886 708 439 358 280
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=13
num_cat=0
split_feature=484 457 1 0 151 150 0 16 15 4 3 3
split_gain=0.000171541 0.000127756 0.000154983 0.000174871 0.000126934 0.000174402 0.000132679 0.000241017 0.000146614 0.000158091 8.86636e-05 7.80328e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 0.18019500000000002 0.056735000000000001 0.081835000000000019 -0.075359999999999996 0.071345000000000006 -0.11713499999999999 0.053180000000000012 0.10732000000000001 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 6 8 -8 -4 -10 11 -3
right_child=1 2 4 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00068209105510101393 -0.0005723187116653878 -0.00023768111643512308 -0.0004865601062518369 0.000438831615493917 -0.0003860683154873629 0.00077386192865044944 0.0011526242836825205 7.3093489760782712e-06 -0.00024258977788160779 0.00061151452076877398 4.7321828677698086e-05 -0.00090728259983861262
leaf_weight=0.0012148984797201055 0.0010888486539385031 0.0010921415876822792 0.001622865722583302 0.0011025855610409252 0.0010896983271657676 0.0019325309653087999 0.0010736511910420512 0.0015087451858077777 0.001414229342080383 0.0015515357781200195 0.0010253899874896888 0.0013030707726804066
leaf_count=503 156 102 156 24 64 199 229 187 320 59 17 1105
internal_value=0 3.83932e-05 8.35789e-05 -0.000201067 0.000209888 0.000281225 0.000148463 0.000483483 -4.00801e-05 0.000204234 -0.000407329 -0.000601965
internal_weight=0 0.0158053 0.0147164 0.00452319 0.0101933 0.00910356 0.00717103 0.0025824 0.00458863 0.00296577 0.0034206 0.00239521
internal_count=3121 2618 2462 1248 1214 1150 951 416 535 379 1224 1207
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=10
num_cat=0
split_feature=52 376 157 16 0 16 4 151 12
split_gain=3.52201e-05 8.64464e-05 7.26923e-05 8.58069e-05 0.000171246 8.14332e-05 0.000111728 8.35022e-05 1.85257e-05
threshold=-0.26636999999999994 0.048375000000000008 -0.076494999999999994 -0.056919999999999991 -0.060129999999999996 -0.08453999999999999 0.181285 -0.00099499999999999979 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.0051196956224082912 0.0060511627322423663 0.0081021502169184804 -0.0062038054131534339 -0.013165947621360757 0.00017736895931291474 0.007679874636676012 -0.0040235403082985385 0.0085118701587163434 0.0031260267805392873
leaf_weight=0.0010030210192787789 0.001226826202504183 0.0010454506643390827 0.0018796196390395703 0.0012387763075247366 0.0019835906373295016 0.0010965730275369493 0.001025454487193711 0.0010197963566765875 0.0010056732763797926
leaf_count=354 295 163 637 641 151 538 101 185 56
internal_value=0 0.000381471 -0.00038899 -0.00124319 -0.00495221 0.000739811 -0.000803687 0.00252323 0.00583773
internal_weight=0 0.0115218 0.0104763 0.00924948 0.00322237 0.00602712 0.00493054 0.00305092 0.00202547
internal_count=3121 2767 2604 2309 792 1517 979 342 241
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=10
num_cat=0
split_feature=14 15 131 13 3 1 0 16 4
split_gain=3.19463e-05 8.1213e-05 5.37472e-05 8.25178e-05 6.98101e-05 0.000166361 6.49657e-05 0.000121502 0.000108465
threshold=-0.10708499999999999 -0.15914499999999995 0.085815000000000016 -0.15078499999999997 0.11296500000000002 0.11588000000000001 -0.0058249999999999994 -0.094359999999999986 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.004626840749189451 0.0077750096675015239 0.0059128245148006168 -0.0063121158852171236 -0.011273323850811119 -0.0073999917738605996 0.010081136513092658 0.0024967657145888774 -0.0053467496339442257 0.0062231510562116678
leaf_weight=0.0010643040330848711 0.0010279478318499314 0.0016459828763677976 0.0010400326686976777 0.001160287349050655 0.0010812887411630889 0.0010788699287438627 0.0018203293483721079 0.0014702946539113981 0.0010645065320872503
leaf_count=140 220 127 419 317 64 75 220 1263 276
internal_value=0 0.000374251 -0.00035996 0.000304138 -0.000898612 0.000167442 -0.00177177 -0.0038746 -0.000487893
internal_weight=0 0.0113895 0.0103616 0.00932156 0.00767558 0.00659429 0.00551542 0.00369509 0.0025348
internal_count=3121 2981 2761 2342 2215 2151 2076 1856 1539
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=12
num_cat=0
split_feature=484 43 43 42 15 43 0 0 1 2 15
split_gain=0.000158556 9.33995e-05 0.000171512 0.000148533 8.60632e-05 0.000176731 0.000144217 0.000135935 0.000196128 0.000189452 8.70555e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.03241999999999999 -0.084004999999999982 -0.094299999999999981 -0.15202999999999997 0.11039500000000001 0.086590000000000014 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 -5 10 -9
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=-0.00068929383134248466 -0.00044152646794453374 -0.00048989221686105528 0.00077786115399715837 0.00033584886113215991 0.00037917113230970695 7.6845923577166853e-05 -0.00076547962418683753 -0.00018236499382654405 -0.00068405556747401736 0.0011285379638821965 0.00057119867052734261
leaf_weight=0.0010856524978248737 0.0019887935347102379 0.0010444729339911989 0.0011147458465829334 0.0017167458624109955 0.0017404866987125378 0.0013044240929846354 0.0014826878928525656 0.0010711590068918143 0.0010298259854705366 0.0011153152726549125 0.0010234380820761755
leaf_count=503 663 193 93 86 209 93 633 104 52 343 149
internal_value=0 4.25487e-05 8.34772e-05 2.14176e-05 0.000109236 -8.2778e-05 -0.000371254 0.000255189 -4.65639e-05 0.000513385 0.000185833
internal_weight=0 0.0146321 0.0135876 0.0124729 0.0104841 0.0045276 0.00278711 0.00595648 0.00274657 0.00320991 0.0020946
internal_count=3121 2618 2425 2332 1669 935 726 734 138 596 253
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=13
num_cat=0
split_feature=14 484 0 16 49 3 3 0 0 0 15 4
split_gain=0.000234246 0.000192851 0.000215303 0.000249003 0.00019414 0.000183874 0.000214933 0.000166651 0.000171159 0.000225658 0.000154933 8.65979e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.10607499999999999 -0.032969999999999992 0.0021350000000000002 -0.074939999999999993 0.092670000000000016 -0.084044999999999995 -0.053834999999999994 -0.019414999999999998 -1.0000000180025095e-35 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4 -9 -10 -11 -12
right_child=-2 2 7 -5 -6 6 -8 8 9 10 11 -13
leaf_value=-0.0006683266583608473 -0.00084728403714423714 0.00098755595928488806 -0.00064905198049471796 0.0010522120940549354 -0.0004751391495166635 -0.00052683730617115283 0.00055433792692563533 0.00052824370264297968 -0.00074745054618348059 0.00063349153024176545 -0.00048099517922962085 0.00013045361337206469
leaf_weight=0.0011539934613776113 0.0010262989110712542 0.0011141558329512136 0.0014175700490050179 0.0013396915351822627 0.0011632009351300945 0.0010380447000649939 0.001440794819787275 0.0017281056947696981 0.0014236185538136223 0.0012119878382888171 0.0013243513416719144 0.0017837850679288652
leaf_count=479 110 58 707 101 90 59 109 937 153 106 118 94
internal_value=0 4.52305e-05 0.00010018 0.000362384 0.000168079 0.000376315 0.000101582 -7.96252e-05 2.84073e-05 -0.000121977 8.41362e-05 -0.00013008
internal_weight=0 0.0161393 0.0149853 0.00609589 0.0047562 0.003593 0.00247884 0.00888942 0.00747185 0.00574374 0.00432012 0.00310814
internal_count=3121 3011 2532 417 316 226 168 2115 1408 471 318 212
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=9
num_cat=0
split_feature=42 40 50 3 0 16 52 42
split_gain=3.44087e-05 5.51712e-05 6.164e-05 6.39059e-05 0.000220613 0.000119317 0.000103055 7.77276e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 1.0000000180025095e-35 -0.10831999999999999 -0.053834999999999994 -0.094359999999999986 -0.0064899999999999992 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.0030249031023017966 0.0055720798620481245 0.00725923637551407 -0.0056143095188479538 -0.0031106240203026534 -0.010416001739634912 0.0010038156569597712 0.010541144970978154 -0.00045560607968978168
leaf_weight=0.0018337758635392056 0.0010592200822147025 0.0014490079394784434 0.0010052479979262173 0.0019308687902788941 0.0010925592924062632 0.0016832645400401696 0.0010040499898456771 0.0014507127148697119
leaf_count=862 265 138 428 259 177 463 424 105
internal_value=0 0.000468691 -9.34739e-05 0.000551069 -0.000895292 0.0013571 0.00456721 0.00339955
internal_weight=0 0.0106749 0.00961571 0.00861046 0.00571074 0.00461818 0.00268731 0.00289972
internal_count=3121 2259 1994 1566 1323 1146 887 243
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=13
num_cat=0
split_feature=484 150 15 15 4 15 12 4 52 2 15 4
split_gain=0.000170757 8.3002e-05 0.00014235 0.000135995 0.000116856 0.000128585 0.000116684 0.000121524 0.000136389 0.000234558 0.000120378 6.95836e-05
threshold=-0.0068949999999999992 0.12187000000000002 -0.24436499999999997 -0.11713499999999999 0.181285 0.084050000000000014 0.098330000000000015 -0.0016099999999999997 -0.088204999999999992 0.10097500000000002 -0.033689999999999991 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 11 -9 -10
right_child=1 -3 3 4 -6 -7 -8 10 9 -11 -12 -13
leaf_value=-0.00072464148867266932 0.00072162231368777638 -0.00046474645358421515 -0.00057017565470811175 -0.00021439750155962124 0.00056727417905393725 -0.00060813287420679435 -0.00046449993060627027 -0.0005084776191591774 0.00053890680843310531 -0.00021446561883184102 0.00032846423454859164 0.0011612037948612738
leaf_weight=0.0010513735633701582 0.0011051145630307331 0.0010010232284958795 0.0011685117662834687 0.0010789490957351477 0.0015247963886354373 0.0010068431602318064 0.0011081970392065278 0.0013879641497087935 0.0012438412416567774 0.0010035996390414179 0.0010162912108340704 0.001210363861102951
leaf_count=503 226 73 186 271 112 916 171 208 119 89 56 191
internal_value=0 4.77226e-05 8.76304e-05 2.79988e-05 9.40591e-05 1.43823e-05 9.22502e-05 0.000181141 0.000359118 0.000538074 -0.000154698 0.000845811
internal_weight=0 0.0138555 0.0128545 0.0117494 0.0105808 0.00905605 0.00804921 0.00694101 0.00453675 0.0034578 0.00240426 0.00245421
internal_count=3121 2618 2545 2319 2133 2021 1105 934 670 399 264 310
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=13
num_cat=0
split_feature=484 43 43 42 160 0 3 160 2 47 1 43
split_gain=0.000156544 0.000105684 0.000145524 0.000143537 0.000102943 9.9855e-05 0.000319168 0.000206076 0.000190575 9.97111e-05 7.20105e-05 3.73209e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 0.086870000000000017 -0.052984999999999997 -0.13927999999999999 -0.082299999999999984 0.10855000000000002 0.088195000000000009 0.11061500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 7 -7 -5 9 11 -2 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00068698944615846861 -0.00076083221414983374 -0.00052356241249938088 0.00071884237265266678 -0.00043652599116186916 -0.00032771211280392741 0.0006557393948336313 -0.00059751742018678813 0.00072079709722273888 1.730377897338546e-05 0.00029343681871005689 -7.0080666254868651e-05 0.0012116369010647123
leaf_weight=0.0010924634603095588 0.0010502761603536749 0.0010645276481527155 0.0011208967241648918 0.0010353308618563269 0.0015638097991516964 0.0011527585647732597 0.0017422379645543381 0.0010088531711980504 0.0019971519623356877 0.0011044409823434131 0.0010114209391980378 0.0011115107184107356
leaf_count=503 611 193 93 347 170 110 220 354 200 77 52 191
internal_value=0 3.75232e-05 8.04978e-05 2.45008e-05 0.000110398 0.000185255 -9.84831e-05 0.00031653 0.000465835 0.000743614 -0.000421965 0.000978099
internal_weight=0 0.0149632 0.0138987 0.0127778 0.0107161 0.00915228 0.002895 0.00625729 0.00522196 0.0032248 0.0020617 0.00212036
internal_count=3121 2618 2425 2332 1669 1499 330 1169 822 622 663 545
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=9
num_cat=0
split_feature=3 39 48 0 12 3 2 2
split_gain=3.09795e-05 6.05193e-05 0.000118039 0.000113725 0.00010897 0.000116507 8.00272e-05 5.18635e-05
threshold=0.13524500000000003 0.091820000000000013 -0.032929999999999994 -0.10607499999999999 0.095330000000000012 -0.083924999999999986 0.083215000000000011 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.0067465772011858294 0.00282002968572591 0.0045721289591084497 0.0069132385840323827 0.0018214917558034387 -0.010597916262219259 -0.0080107506958619259 -0.0051143859463966641 0.0018393368232480737
leaf_weight=0.0010200034788511473 0.0019868318932566966 0.0012542311492573883 0.0010254683751317354 0.0018053855388751212 0.0014439905848757932 0.0012929462413267087 0.0012183068004850486 0.001491208289564977
leaf_count=152 192 183 61 731 573 929 152 148
internal_value=0 -0.000583325 -0.00127881 -0.00226777 -0.00492529 -0.00228154 0.000964195 -0.00128734
internal_weight=0 0.0105515 0.00929731 0.00827731 0.00454232 0.00309833 0.00373498 0.00270952
internal_count=3121 2929 2746 2594 2233 1660 361 300
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=13
num_cat=0
split_feature=14 484 475 15 15 42 15 2 0 48 2 2
split_gain=0.000213389 0.000160293 0.000138709 9.38126e-05 0.000126932 0.000110905 0.00017765 0.000159263 7.05205e-05 0.000292417 0.000176363 8.17282e-05
threshold=0.023790000000000002 -0.0068949999999999992 -0.07409499999999998 -0.24436499999999997 -0.11713499999999999 0.083995000000000014 1.0000000180025095e-35 0.087015000000000023 -0.098289999999999975 0.086260000000000017 0.092120000000000021 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -7 9 -6 -10 -12
right_child=-2 2 3 4 5 7 -8 -9 10 -11 11 -13
leaf_value=-0.00060242300849952394 -0.00076720713414099584 0.00069755705277847301 0.00054618643988080782 -0.00053356092873530414 0.00084818980941373402 0.00072695940036976566 -0.00054582732707932828 -0.00013932296556140553 -0.00060245598226817967 -0.00028629047616491763 0.00054779968709440195 -0.00010574370565009635
leaf_weight=0.0010340224663218074 0.0010078902515810997 0.0010281354333776241 0.001000581658766213 0.0011620717195601335 0.0013742874113416952 0.0015007130582196956 0.0016047215220876751 0.0010517572251842429 0.001182096621839805 0.0012773090892910233 0.0010884283945451689 0.0011430933078208118
leaf_count=479 113 273 211 169 114 390 541 405 137 73 98 118
internal_value=0 4.51599e-05 9.5082e-05 4.50681e-05 1.02476e-06 6.17959e-05 -4.07723e-05 0.000370004 9.28541e-05 0.000301696 -6.93679e-05 0.000213023
internal_weight=0 0.0144472 0.0134132 0.0123851 0.0113845 0.0102224 0.00766994 0.00255247 0.00606521 0.0026516 0.00341362 0.00223152
internal_count=3121 3008 2529 2256 2045 1876 1081 795 540 187 353 216
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=13
num_cat=0
split_feature=14 484 475 42 1 43 16 42 13 15 48 0
split_gain=0.000285975 0.000167312 0.000178311 0.000116952 0.000153661 0.000143564 0.000142211 0.000134323 8.93122e-05 0.000170746 0.000114894 2.84899e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.11146500000000002 -0.074359999999999996 0.22339500000000004 0.092860000000000012 -0.117405 -0.036009999999999993 0.086260000000000017 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 8 -5 11 10 -10 -7
right_child=-2 2 3 5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00062625524411632702 -0.00092249560775254497 0.00077509112611532955 -0.00084571522105829225 0.00080563093927216026 0.00011852110418804201 0.00018755056164639528 -0.00057431339799131548 3.0519646567208265e-05 0.00052138675143385382 -0.00054086392327193204 -0.00015075107172704994 0.00060605895213399722
leaf_weight=0.0010780641796972719 0.0010227368536820372 0.001133468687108446 0.0010024562507256135 0.0015668810181141005 0.001085924593966725 0.0010066743962534735 0.0011887773962213884 0.0012821663563132198 0.0016135425935251014 0.0014863389812291537 0.0015950419708519372 0.0010461978722344631
leaf_count=479 107 315 691 357 50 93 126 138 121 477 100 67
internal_value=0 4.79146e-05 9.98011e-05 4.03464e-05 -0.000344328 0.000114829 -7.93195e-06 0.000456805 9.1849e-05 -4.32556e-05 0.000187256 0.000400833
internal_weight=0 0.0150855 0.0140075 0.012874 0.00208838 0.0107856 0.00793657 0.00284905 0.0067478 0.00469492 0.00320858 0.00205287
internal_count=3121 3014 2535 2220 741 1479 984 495 858 698 221 160
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=9
num_cat=0
split_feature=43 13 16 159 12 160 151 2
split_gain=3.62604e-05 8.83753e-05 0.00010593 7.06314e-05 0.000118215 9.7199e-05 0.000160643 0.000134432
threshold=-0.40263499999999991 0.17001000000000002 0.22339500000000004 0.076905000000000015 0.098810000000000023 -1.0000000180025095e-35 -0.0083949999999999979 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0055016269303116904 -0.0069220125702532916 0.0085355207588592805 -0.0082330538185206303 0.0065309685249551252 -0.0099980100755347502 -0.0052578756139037399 0.00060343013782876247 0.011808938340496754
leaf_weight=0.0010037291302518606 0.0011423174316621387 0.0010854113324117861 0.0013502886470732516 0.0015565480407401027 0.0010057023270484116 0.0016085590518164295 0.0019867469155179919 0.0018423394166359988
leaf_count=122 564 74 404 427 257 223 879 171
internal_value=0 0.000418771 -0.000420878 0.000732967 -0.00045676 0.00100156 0.0026661 0.00599489
internal_weight=0 0.0115779 0.0104925 0.00914221 0.00758567 0.00657996 0.00543765 0.00382909
internal_count=3121 2999 2925 2521 2094 1837 1273 1050
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=13
num_cat=0
split_feature=14 457 42 150 43 133 16 0 16 51 16 4
split_gain=0.000151432 0.00012576 0.000136648 0.00014503 0.000156468 0.000240487 0.000214939 0.000144162 0.000136654 0.000160392 0.00012307 0.000101168
threshold=0.023790000000000002 -0.0029299999999999994 -0.12995999999999999 0.080470000000000014 -0.074359999999999996 1.0000000180025095e-35 0.22339500000000004 -0.057069999999999989 -0.008904999999999998 0.080335000000000018 -0.095564999999999983 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 9 11 -5 -6
right_child=-2 2 3 10 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00059666130238200383 -0.00074155614112828992 -0.00059677028059239377 0.00024929158183834899 0.0010053854704035771 -0.00071429527139266603 -0.00030370424530475201 -0.00086318292871410322 0.0012281954148420811 0.00046459969766355459 0.000473618984358906 0.00017218422668715324 4.0238985238388239e-05
leaf_weight=0.0010956242472294981 0.0010012004013539846 0.0010227797355360198 0.0011058881198436551 0.0011538495923770764 0.0017023525096160111 0.0012830836523000716 0.0012439777556780439 0.0011179538580246709 0.0017538907455477838 0.0010037579370351397 0.0015155866435520313 0.0010690372693508993
leaf_count=242 113 134 244 92 766 453 234 69 229 165 242 138
internal_value=0 3.04975e-05 7.9676e-05 0.000133104 2.94347e-05 0.000359026 -0.000141221 0.000741399 2.12136e-05 -0.000184779 0.000532331 -0.000423241
internal_weight=0 0.0150678 0.0139722 0.0129494 0.0102799 0.00350693 0.00677302 0.00222384 0.00552904 0.00377515 0.00266944 0.00277139
internal_count=3121 3008 2766 2632 2298 766 1532 313 1298 1069 334 904
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=14
num_cat=0
split_feature=14 484 475 457 43 42 160 15 15 4 0 13 16
split_gain=0.000412566 0.000189765 0.000231309 0.000151327 0.000154599 0.00025979 0.000174222 0.000147644 0.000232472 0.000177387 0.000129436 0.00012612 0.000100407
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -0.0029299999999999994 0.18116500000000002 -1.0000000180025095e-35 -0.061914999999999991 -0.03241999999999999 -0.095869999999999983 -0.055319999999999994 -0.18113999999999997 -0.084034999999999985 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 10 11 -8 -9 -10
right_child=-2 2 3 4 -6 6 7 9 12 -11 -12 -13 -14
leaf_value=-0.00069552859591657048 -0.0012039715205947972 0.00089646869275552675 -0.00067213666454519604 -0.0004681947929591486 -0.00058647541882584145 -0.00041434482692737914 -0.00025453702600286419 0.00077303106018533163 0.0015247257319673387 -0.00050843730877699967 0.00062376194167290374 -4.3318454552794541e-05 0.00067475225035180941
leaf_weight=0.0011487302877352589 0.0010180372045366362 0.0012807902332482623 0.0010145930969396042 0.0019896122094218332 0.00110960899246488 0.0011313671022077009 0.0011197935321241026 0.0014557478600896187 0.0010372396586516563 0.0011771395136102713 0.0013893815883979669 0.0013459397374518955 0.0010172854615285339
leaf_count=479 104 315 110 614 180 309 43 187 67 121 182 254 156
internal_value=0 5.76101e-05 0.000115025 4.24337e-05 9.91934e-05 0.000164425 0.000294534 0.000388418 0.000624392 0.000117756 0.000231795 0.000380854 0.00110387
internal_weight=0 0.0162172 0.0150685 0.0137877 0.0127731 0.0116635 0.00967389 0.00854253 0.0045637 0.00397883 0.00250918 0.00280169 0.00205453
internal_count=3121 3017 2538 2223 2113 1933 1319 1010 448 562 225 441 223
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=11
num_cat=0
split_feature=47 42 15 150 457 151 4 15 0 0
split_gain=4.18758e-05 8.42289e-05 6.15782e-05 6.19139e-05 7.51948e-05 0.000104625 0.000137383 0.000136558 0.000100999 3.542e-05
threshold=0.13148500000000005 0.097315000000000026 0.084050000000000014 0.11456000000000001 0.045365000000000009 -0.0017399999999999998 0.24564500000000003 -0.037864999999999989 -0.043914999999999989 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.0069442674362418843 -0.0047766276207637584 0.006645833352717144 -0.0059906093901506523 -0.0048828282068052505 0.0072842752611896322 -0.0078399998167242545 0.0077717340122991189 0.0074685575802227577 -0.0047467959672136814 0.0015153968682564203
leaf_weight=0.0010562188656475617 0.0010325123550925025 0.0011584737911068755 0.0010366924734931367 0.0012055647665547712 0.0010229125893285104 0.0011942168474950833 0.0015298473118771508 0.0012129021126797979 0.001000903754213715 0.0011855436058715585
leaf_count=266 65 421 840 104 199 604 228 175 178 41
internal_value=0 0.000374857 -0.000320682 0.000304096 0.00106644 0.00018056 0.00140951 -0.000709372 0.00179567 -0.00135129
internal_weight=0 0.0116033 0.0104448 0.00940811 0.00820255 0.00717963 0.00612341 0.00459357 0.00339935 0.00218645
internal_count=3121 3056 2635 1795 1691 1492 1226 998 394 219
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=12
num_cat=0
split_feature=14 484 475 42 43 42 16 1 13 15 2
split_gain=0.000226746 0.000165688 0.00013034 0.000110059 0.000123274 0.000124084 0.000103386 0.000102995 8.31035e-05 0.00013522 0.000128587
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.074359999999999996 0.092860000000000012 0.22339500000000004 0.11181500000000001 -0.117405 -0.036009999999999993 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 8 -4 -6 10 -10
right_child=-2 2 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.00081286847573534783 -0.0010230388439805024 0.0005716061786349135 -0.00092724252748745031 0.00067074457540187093 0.00026390226598538774 -0.0001254269254954881 -0.00065770549951042431 -9.9446533123923571e-05 0.00031276137354233389 -0.00065611826829408738 -0.00047800876598173424
leaf_weight=0.0010834899998862684 0.001011339785243954 0.0010246914076783306 0.0010052995575940268 0.0014495991207878695 0.0018691895609352777 0.0012398854808847335 0.0011863378158925141 0.0010481069208717608 0.0019255989353665318 0.001485025957381161 0.0011048217830367454
leaf_count=479 107 315 692 357 160 138 126 49 150 477 71
internal_value=0 -0.000118 -6.15556e-05 -0.000114244 -3.60994e-05 0.0003037 -0.000156808 -0.000504716 -6.37359e-05 -0.000199363 2.44647e-05
internal_weight=0 0.014422 0.0133386 0.0123139 0.0102605 0.00268948 0.00757097 0.00205341 0.00638464 0.00451545 0.00303042
internal_count=3121 3014 2535 2220 1479 495 984 741 858 698 221
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=10
num_cat=0
split_feature=42 475 43 0 42 3 49 2 0
split_gain=3.50459e-05 6.30298e-05 8.50055e-05 9.9894e-05 6.49003e-05 5.63994e-05 6.73864e-05 0.000108916 0.000115525
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.075730000000000006 -0.116045 -0.069799999999999987 0.11389000000000002 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0029669219134070661 -0.0043919335228875082 0.00044778950376284413 0.0053701244793528218 0.0096718221077578583 -0.0053272068339054604 -0.0055220402184214534 0.0091851909862398617 -0.0042600416228005264 -0.00045254763031532058
leaf_weight=0.0018374990595506771 0.0012371388316511174 0.0013047729471655132 0.0010897851407614123 0.0011180371471909332 0.0010773429037135018 0.0010151833369757557 0.0011244457236552208 0.0013249272790383654 0.001473815166715923
leaf_count=862 448 535 80 127 686 72 83 125 103
internal_value=0 0.000416935 0.00104131 0.00470434 -0.000207698 0.000707253 -0.000321736 0.00102392 0.00371836
internal_weight=0 0.0107654 0.00952831 0.00242281 0.0071055 0.00602816 0.00493837 0.00392319 0.00259826
internal_count=3121 2259 1811 662 1149 463 383 311 186
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=10
num_cat=0
split_feature=1 3 0 151 0 150 3 4 47
split_gain=3.58797e-05 0.000107904 0.000112512 6.88866e-05 9.32018e-05 0.00010438 0.000114385 8.83651e-05 7.97127e-05
threshold=0.077565000000000009 0.10299500000000002 0.051010000000000007 0.056735000000000001 -0.019414999999999998 0.081835000000000019 0.095270000000000007 0.053180000000000012 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -9
right_child=3 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.013141240381774283 -0.004539238497837079 0.0060980960768673839 0.00044001667871001115 -0.0065525275755082268 0.010747852459884889 0.008062317163167982 -0.0079608493637208008 0.012649053850834738 -0.0001115503115653074
leaf_weight=0.0012827761165537096 0.0013090653998939347 0.001011369248452354 0.0012697417710327286 0.0011091717282873939 0.0011089761499380743 0.0015295057806989573 0.0018676194796383404 0.0010162992154939461 0.0010322747503447561
leaf_count=1546 552 24 66 99 252 198 169 126 89
internal_value=0 -0.00284272 -0.00638529 0.000993286 0.00205761 0.000630879 -0.00154441 0.00202461 0.006219
internal_weight=0 0.00356389 0.00255252 0.00897291 0.00786374 0.00675476 0.00522526 0.00335764 0.00204857
internal_count=3121 1636 1612 1485 1386 1134 936 767 215
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=13
num_cat=0
split_feature=14 11 13 1 160 133 51 48 0 2 2 2
split_gain=0.000148616 0.000116866 0.000155447 0.000250872 0.000222192 0.000170708 0.000146409 0.000137595 0.000104425 0.000207593 8.30307e-05 6.99465e-05
threshold=0.054835000000000009 0.087830000000000005 -0.084034999999999985 0.083345000000000016 -0.081069999999999989 0.083950000000000011 -0.031924999999999995 0.095425000000000024 -0.10151999999999999 0.096540000000000015 0.086285000000000014 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 8 10 -10 -8 -5
right_child=-2 -3 4 11 6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.00057835190906924323 -0.0006806269968466066 -0.00054571597809289325 0.00054624848991210366 0.00046958343923174877 -0.00063655149551227028 0.00044434965891383628 0.00042753467753125774 0.00045512631988787853 -0.00097030743994320893 6.954824839866445e-05 -0.00020822265036049851 0.0011317733616360807
leaf_weight=0.0010697717848469658 0.0010128151666768106 0.0010569878575541489 0.0017386485542134908 0.001003554935629823 0.0017196370994589554 0.0010724967060115071 0.0011820383020117457 0.0014263262323399861 0.0012481302683077134 0.0012720076074089152 0.0015686341035248685 0.0010940723294509923
leaf_count=263 110 107 371 177 321 270 36 128 849 204 136 149
internal_value=0 3.56534e-05 7.83409e-05 0.000369668 -4.32884e-05 -6.63507e-05 -0.000165069 -4.40051e-05 -0.000179074 -0.000445453 6.49795e-05 0.000814966
internal_weight=0 0.0154523 0.0143953 0.0042399 0.0101554 0.00214227 0.00841677 0.00669714 0.00527081 0.00252014 0.00275067 0.00209763
internal_count=3121 3011 2904 859 2045 533 1674 1353 1225 1053 172 326
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=10
num_cat=0
split_feature=3 39 48 4 150 52 13 2 12
split_gain=3.53749e-05 5.6981e-05 0.000117158 0.000101705 0.000138587 9.66923e-05 7.40686e-05 0.000100951 3.1647e-05
threshold=0.13524500000000003 0.091820000000000013 -0.032929999999999994 -0.10429499999999998 0.087865000000000013 -0.080979999999999983 -0.081224999999999978 0.086950000000000013 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 -8 -4
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.006909274300401465 0.0031016841193586631 0.0045377745927268629 -0.0042351424281851079 0.007673982082728301 -0.0083107570575223846 0.0044645717532593252 0.0014518181045100065 -0.0090133572932044499 -0.010723696840673449
leaf_weight=0.001026905804723117 0.0019983171638236425 0.0012510050284881323 0.0010247503243122095 0.0011965799842632808 0.0012992297712377775 0.001208080410535902 0.0013523808550329505 0.0011576294472675852 0.0010099317081007086
leaf_count=152 192 183 119 429 182 585 523 569 187
internal_value=0 -0.000673578 -0.00137644 -0.00240797 -0.000755114 0.00124228 -0.000827617 -0.00337477 -0.00745579
internal_weight=0 0.0105265 0.00927549 0.00824858 0.0062139 0.00491467 0.00371809 0.00251001 0.00203468
internal_count=3121 2929 2746 2594 2288 2106 1677 1092 306
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=10
num_cat=0
split_feature=42 475 43 0 42 3 4 0 48
split_gain=3.34363e-05 5.06111e-05 7.07464e-05 8.84857e-05 6.54061e-05 5.07491e-05 6.22824e-05 7.83265e-05 9.74404e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.075730000000000006 -0.116045 -0.17966999999999997 -0.14832499999999996 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 8 -8
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0038172291002110423 -0.0051789005675010203 0.00045910137306138122 0.0069235355061972913 0.011992787377071348 -0.0070029818907148978 -0.0064683832409923314 0.0045362534299161657 0.0077151019603021323 -0.0071894686896943052
leaf_weight=0.0018203624170215421 0.0012132046041209198 0.00129626649643373 0.0010662476277456534 0.0010960950860269365 0.0010712552693638543 0.0011171183629616332 0.0012395175796376667 0.001240551014778153 0.0012926349580761887
leaf_count=862 448 535 80 127 686 57 105 157 64
internal_value=0 0.00056541 0.00130525 0.00574343 -0.000205675 0.00101689 -0.000271087 0.00156397 -0.00144959
internal_weight=0 0.0106329 0.00941969 0.00239236 0.00702732 0.00595607 0.00488982 0.0037727 0.00253215
internal_count=3121 2259 1811 662 1149 463 383 326 169
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=14
num_cat=0
split_feature=484 14 475 1 11 48 42 4 12 3 12 0 4
split_gain=0.000245446 0.000158532 0.000182458 0.000111261 0.000151307 0.000137235 0.000154986 0.000157677 0.000176773 0.000154183 0.000122458 0.000112276 4.77743e-05
threshold=-0.0068949999999999992 0.023790000000000002 -0.07409499999999998 0.12811000000000003 0.080455000000000013 0.082620000000000013 0.091735000000000025 -0.080924999999999983 0.090455000000000021 0.0051600000000000005 0.091545000000000015 -0.14649999999999996 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 10 11 -7 -4 -9 -5
right_child=1 -3 3 12 -6 9 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00083585107924874036 0.00083070730887751924 -0.00067378278611304472 0.00080193600225819781 0.00071506815908758091 -0.00073013091544021664 0.0009394290482339421 -0.00073933896516571566 -2.5178534327321811e-05 0.00041973355544933902 5.4119635280264769e-05 -8.2723388160528663e-05 -0.00083156689190967692 0.00015457108536907869
leaf_weight=0.0011970675045524541 0.0011213835409287281 0.0010041919471782965 0.0012358142408746614 0.001062463588381912 0.001016972001226967 0.0010771397838906698 0.0011689236178886592 0.0010380890176223342 0.0010442110562205991 0.0019888564758146487 0.0010099729743287544 0.0014986364935699471 0.0010987049144813587
leaf_count=503 273 89 397 65 88 283 363 63 260 101 83 385 168
internal_value=0 5.01587e-05 0.00010078 3.89563e-05 -3.73502e-05 3.2672e-05 -0.000113042 1.26026e-05 -0.000232918 0.000365145 0.000404088 -0.000501573 0.00043012
internal_weight=0 0.0153654 0.0143612 0.0132398 0.0110786 0.0100616 0.00699565 0.00582672 0.00358094 0.003066 0.00224579 0.00253673 0.00216117
internal_count=3121 2618 2529 2256 2023 1935 1551 1188 708 384 480 448 233
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=10
num_cat=0
split_feature=1 4 43 2 15 15 1 150 15
split_gain=3.26127e-05 9.01059e-05 7.02138e-05 5.84307e-05 6.40753e-05 0.000115163 0.000121693 0.000121604 0.000107744
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.12198500000000001 1.0000000180025095e-35 -0.016799999999999995 0.11061500000000002 0.081835000000000019 -0.10653
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -8
right_child=3 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0033499556913353405 -0.0017538985025223931 -0.0078079351731308935 0.0055347706310613486 0.0056017642367277723 -0.0059623970174694334 0.0085292823308350425 0.00038668593605404927 0.0086349448960492577 -0.01024111828927067
leaf_weight=0.0012403335398553355 0.0016679006813015724 0.0012013470641349172 0.0010841931366076807 0.0013719791166909093 0.0010508269176268473 0.0010568991293515581 0.0012622006676847189 0.0013070880307484156 0.0012201715670417251
leaf_count=317 230 1283 36 250 399 217 124 148 117
internal_value=0 -0.00213687 0.00079401 0.000759545 -0.000118624 0.000824046 -0.000668188 0.00281053 -0.00483725
internal_weight=0 0.00352587 0.00232453 0.00893707 0.00756509 0.00651426 0.00545736 0.00297499 0.00248237
internal_count=3121 1636 353 1485 1235 836 619 378 241
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=9
num_cat=0
split_feature=1 3 3 16 16 3 3 43
split_gain=3.38277e-05 6.7156e-05 7.86714e-05 8.01518e-05 5.693e-05 7.27137e-05 0.000104456 4.15874e-05
threshold=0.094385000000000011 0.10732000000000001 -0.12018999999999998 -0.083539999999999989 -0.5315899999999999 0.10893000000000001 -0.077774999999999983 -0.067199999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 -8
right_child=4 -3 3 -5 5 -7 7 -9
leaf_value=0.0016318605663961064 -0.0035603798960863169 0.0043885284293932424 -0.00056921138193193554 -0.0090318984905224491 -0.0010127870620963357 -0.0016758412276751226 0.011471721568698405 0.0043675498856728234
leaf_weight=0.0016507460798424849 0.001332662084044812 0.001025423900436806 0.0012970521164913365 0.0016588374838786358 0.0013646621754161148 0.0019140881876822044 0.0011005945934986338 0.0010446042642367039
leaf_count=174 97 28 640 1336 249 197 240 160
internal_value=0 -0.00151399 -0.00282787 -0.00531845 0.00116234 0.00232271 0.0045033 0.00801235
internal_weight=0 0.00563206 0.00460664 0.00295589 0.00675661 0.00542395 0.00350986 0.0021452
internal_count=3121 2178 2150 1976 943 846 649 400
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=14
num_cat=0
split_feature=14 484 475 4 4 12 0 151 1 15 15 15 2
split_gain=0.000443301 0.000178523 0.000196753 0.000120359 0.000137426 0.000225777 0.00017034 0.000113013 0.00010467 0.000100927 8.34312e-05 0.000126014 7.46611e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 0.27044500000000005 -0.0016099999999999997 0.098330000000000015 0.15398500000000004 -0.072119999999999976 0.094385000000000011 1.0000000180025095e-35 -0.10091499999999999 -0.033689999999999991 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 9 -5 -6 12 -10 -12 -4
right_child=-2 2 3 7 8 -7 -8 -9 10 -11 11 -13 -14
leaf_value=-0.00060481884731562806 -0.0011234191607597743 0.00078833515122248325 0.0004228387260656936 -3.8670071896067896e-05 -0.00061548285250354029 -0.00057700146440100371 -0.00031130477437791258 0.0007147127391468525 0.0002672155002992158 7.3800856762977626e-05 -0.00072180136818907699 9.3229797473299444e-05 0.0010162643200226703
leaf_weight=0.0011389609746817976 0.0010212791522203604 0.0011936999764765146 0.0015392086780817897 0.0010397986835730677 0.0015266017867124494 0.0010565850587364867 0.0010560505491516436 0.0014388778299126151 0.0013704252662414262 0.0012725443339609626 0.0010478629135071693 0.0012745782431338171 0.001103494800326392
leaf_count=480 101 315 244 75 340 225 32 235 54 798 60 28 134
internal_value=0 5.96074e-05 0.000110329 5.13656e-05 -2.51729e-05 0.000153916 0.000309263 0.000398671 -0.000232 0.000476648 -7.34717e-05 -0.000274504 0.000670631
internal_weight=0 0.0160587 0.0149197 0.013726 0.0112474 0.00602788 0.0049713 0.00247868 0.00521947 0.00391525 0.00369287 0.00232244 0.0026427
internal_count=3121 3020 2540 2225 1915 1433 1208 310 482 1176 142 88 378
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=14
num_cat=0
split_feature=14 484 475 15 3 0 1 51 150 133 51 47 43
split_gain=0.000201775 0.00016321 0.000205471 0.00012745 0.000235847 0.000148491 0.000202086 0.000138043 0.000140071 0.000107855 7.87762e-05 7.25988e-05 6.86564e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -0.03241999999999999 -0.10519499999999998 -0.11013499999999998 1.0000000180025095e-35 0.091630000000000003 0.081835000000000019 0.084415000000000018 -1.0000000180025095e-35 0.092530000000000015 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 9 8 10 12 -6 -12 -7
right_child=-2 2 3 5 7 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00063310580908572931 -0.00079224570358027489 0.00079399372950732488 0.00086662917549586507 0.00040276393495165071 8.575801044435415e-05 0.00054564439691182792 -0.00081718807090143809 0.00060417842362115099 0.00039207029156986971 -0.00046480010556172415 -0.00015134661606109516 -0.00081507676119646499 -0.00010242353403718351
leaf_weight=0.0010981315336589048 0.0010165921000533365 0.0012478745652406116 0.0013725410464048293 0.0012321931000662673 0.0011037624383248897 0.0010056879531372938 0.0016587104914178238 0.0011075630444818459 0.0013112943362844839 0.0012743544493812875 0.0010052498945741343 0.0011703135642653036 0.0011495650890843805
leaf_count=479 110 315 98 65 161 335 416 153 163 244 269 124 189
internal_value=0 4.04423e-05 9.09675e-05 2.54554e-05 0.000192539 -0.00016146 -0.000298093 3.01684e-05 -0.000108321 -4.70359e-05 -0.000308411 -0.000508391 0.000199979
internal_weight=0 0.0157372 0.0146391 0.0133912 0.00707072 0.00632051 0.00508832 0.00569818 0.00459062 0.00342961 0.00327933 0.00217556 0.00215525
internal_count=3121 3011 2532 2217 968 1249 1184 870 717 768 554 393 524
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=9
num_cat=0
split_feature=52 52 160 52 2 16 15 3
split_gain=3.64738e-05 7.07734e-05 4.69123e-05 4.33431e-05 0.000152611 0.000204436 0.000105005 6.12947e-05
threshold=-0.24164999999999998 -0.081429999999999989 0.050340000000000003 0.11008000000000001 0.10097500000000002 -0.29154999999999992 -0.0072999999999999992 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0053769064995297699 0.0056409745245591053 0.0033667586062591012 -0.0059304064162450428 0.0042733527596204744 0.0025647725877556314 -0.014038694715810238 0.007676898335060303 -0.0065322474823053473
leaf_weight=0.0010171348425444321 0.0018604111151422726 0.0010316273364124606 0.0012354350949340615 0.0017578812278950954 0.0011670959534919845 0.0013996185543339776 0.0018925556800118053 0.0011191663454139618
leaf_count=374 397 45 216 477 143 213 843 413
internal_value=0 0.000411381 -0.00060172 0.000185003 -0.000902254 -0.00648903 0.00264423 -0.00178419
internal_weight=0 0.0114638 0.00960338 0.00836795 0.00661006 0.00256671 0.00404335 0.00215079
internal_count=3121 2747 2350 2134 1657 356 1301 458
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=13
num_cat=0
split_feature=14 484 475 15 15 15 3 47 51 13 13 2
split_gain=0.000211198 0.000176621 0.000151876 9.80104e-05 0.000107504 0.00011244 0.000272179 0.000158692 0.000163397 0.000139967 0.000214327 9.21919e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.092710000000000015 0.085720000000000005 -0.084034999999999985 0.11596500000000001 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 11 -11 -7
right_child=-2 2 3 4 5 9 7 -9 -10 10 -12 -13
leaf_value=-0.00068593563827158656 -0.00085612244246880569 0.00076142051735927972 0.00058963996451138611 -0.00053522902266034389 0.00097872118171353885 0.0005783827615766983 0.00074206252201470602 -0.0006465978169752206 -0.00029853303854273288 -0.00077047027423040974 0.00012646087696526118 -0.00017699752601184779
leaf_weight=0.0011175748453602788 0.0010070223418867643 0.0011103643024372575 0.0010410260403926437 0.0012544269831544818 0.0013593719182493054 0.0013016081599556161 0.0011549262806355076 0.0010086397810631642 0.0010000685840452841 0.0019795872296019478 0.0018128538687057216 0.0010264339228996666
leaf_count=479 107 315 193 169 278 244 183 63 85 859 97 49
internal_value=0 3.51571e-05 9.25176e-05 3.51152e-05 -1.34037e-05 4.80979e-05 0.000273432 -2.96211e-05 0.000259153 -0.000118423 -0.000341721 0.000245336
internal_weight=0 0.0151669 0.0140493 0.0129389 0.0118979 0.0106435 0.00452301 0.00316363 0.00215499 0.00612048 0.00379244 0.00232804
internal_count=3121 3014 2535 2220 2027 1858 609 331 268 1249 956 293
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=12
num_cat=0
split_feature=484 15 15 151 13 15 48 2 3 0 2
split_gain=0.000163902 0.000122852 0.000120287 0.00012932 0.000133662 0.000239095 0.000115248 0.000165839 0.000100739 8.38051e-05 7.944e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.08718999999999999 -0.084034999999999985 1.0000000180025095e-35 0.092265000000000014 0.084245000000000014 -0.075634999999999994 -0.053834999999999994 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 6 7 9 -5 -6 -9
right_child=1 2 3 4 5 -7 -8 10 -10 -11 -12
leaf_value=-0.00069297420450769806 0.00055229058452139492 -0.00055868270654823519 0.00069674761240493043 0.00073123668753985135 0.00054222296980451824 -0.00082011449055865331 0.00058146934592215001 -0.00083807316609193778 4.6062406963069005e-05 -0.00016447856737482385 -0.00016056434737077923
leaf_weight=0.001116207778698401 0.0015816934752568837 0.0012545594157742186 0.0010193588803918434 0.0012657235957748772 0.00145229472323102 0.0014837258971209695 0.0010814847126264212 0.0010281940997804184 0.0019157938797128874 0.0010108730980684338 0.0015285545737445359
leaf_count=503 232 187 163 335 134 807 97 159 162 55 287
internal_value=0 5.62684e-05 -3.89421e-06 5.51602e-05 -5.58372e-06 -0.000141581 2.34237e-05 -9.68009e-05 0.00031865 0.000252196 -0.000433024
internal_weight=0 0.0146223 0.0130406 0.011786 0.0107666 0.00758513 0.0061014 0.00501992 0.00318152 0.00246317 0.00255675
internal_count=3121 2618 2386 2199 2036 1539 732 635 497 189 446
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=9
num_cat=0
split_feature=1 3 3 2 16 16 0 15
split_gain=3.54626e-05 5.77744e-05 6.89277e-05 7.84687e-05 5.40885e-05 6.71637e-05 0.000198297 7.20036e-05
threshold=0.094385000000000011 0.10732000000000001 -0.12018999999999998 0.090790000000000023 -0.5315899999999999 -0.056919999999999991 -0.10836499999999999 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 -6 -7
right_child=4 -3 3 -5 5 7 -8 -9
leaf_value=0.001466218545615146 -0.0035056699067434363 0.0041094488689127325 -0.0015481727230482558 -0.010234576552534064 -0.0008934995209513674 -0.0048394117670688885 0.013275668047836867 0.0039022147811251197
leaf_weight=0.0016671521608686967 0.0013593533418037049 0.0010220721724891746 0.0017101966459516056 0.0012801901561917534 0.0016038633403762936 0.0013755958932364747 0.0012275514002646256 0.0012811849726072615
leaf_count=174 97 28 1262 714 149 225 245 227
internal_value=0 -0.00160316 -0.00285676 -0.00526684 0.00123262 0.00240624 0.0052495 -0.000623919
internal_weight=0 0.00567961 0.00465754 0.00299039 0.00684755 0.0054882 0.00283141 0.00265678
internal_count=3121 2178 2150 1976 943 846 394 452
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=10
num_cat=0
split_feature=4 42 12 12 12 0 160 15 15
split_gain=3.74206e-05 4.15361e-05 8.49247e-05 0.000122417 0.000151785 9.2803e-05 9.65475e-05 0.000105236 3.41622e-05
threshold=0.27287000000000006 0.092620000000000022 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.026509999999999995 -0.023379999999999995 -0.074054999999999996 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2
right_child=8 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0069837348188401226 -0.00030003485711769552 -0.0055077599608990306 -0.0078036897449116566 0.0083400305984292281 -0.0098203284761929684 0.0089331960124028539 0.00094068280926359969 -0.0098573389984365246 0.0063581803888517517
leaf_weight=0.0010083176794133952 0.0012057433487662802 0.001299731579504841 0.0010067760833152072 0.0014260018854931455 0.0011968569721791649 0.0010167934152024048 0.0019317527858014431 0.0011366059144602425 0.0012385126900888036
leaf_count=109 167 526 260 364 1109 114 207 80 185
internal_value=0 -0.000811897 -0.000112219 0.000891313 -0.000797293 0.00132293 -0.000575204 -0.00305921 0.00307371
internal_weight=0 0.0100228 0.0087231 0.00771633 0.00629033 0.00509347 0.00407668 0.00306836 0.00244426
internal_count=3121 2769 2243 1983 1619 510 396 287 352
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=14
num_cat=0
split_feature=14 11 157 13 1 3 48 13 133 4 16 43 47
split_gain=0.000175655 0.000139036 0.000145254 0.000132893 0.000247782 0.000167703 0.000292804 0.000214504 0.0001347 0.000133233 0.000160754 0.000101904 7.13685e-05
threshold=0.054835000000000009 0.087830000000000005 -0.08107499999999998 -0.084034999999999985 0.090475000000000014 0.11296500000000002 0.092475000000000016 0.24813000000000004 0.083950000000000011 0.053180000000000012 -0.092484999999999984 -0.088004999999999986 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 9 -4 10 -5 -12 -11
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 12 11 -13 -14
leaf_value=0.00072164740298083095 -0.00077945501108870089 -0.00062289830089628324 -0.00057805320286716364 2.6417466153192142e-05 0.00080658977384473235 -0.00058364289087691813 0.00092576250272274755 0.00057780388857840779 0.00034858348981504206 0.00044213271361305502 -0.000434110793400556 -0.0012731431119653255 -0.00026430237205422532
leaf_weight=0.0011592993897606733 0.001001910994712584 0.0010681236108092121 0.0011218756869989313 0.0011961532422106271 0.0019145461530934221 0.0019771432138639966 0.0011128477867116239 0.0012633584935528436 0.0011070008836159898 0.0010249717402546505 0.0010566742359095212 0.0010014164181525757 0.0010069877289364815
leaf_count=294 110 107 308 100 255 88 156 78 178 246 223 917 61
internal_value=0 3.3986e-05 8.09422e-05 2.70519e-05 0.000309317 -9.42757e-05 3.19964e-05 -0.000119865 -0.000117827 -0.000286602 -0.000523028 -0.000842363 9.20413e-05
internal_weight=0 0.0160104 0.0149423 0.013783 0.00414342 0.00963955 0.00766241 0.00654956 0.00222888 0.0052862 0.00325424 0.00205809 0.00203196
internal_count=3121 3011 2904 2610 741 1869 1781 1625 486 1547 1240 1140 307
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=14
num_cat=0
split_feature=14 484 457 1 2 2 0 1 3 4 48 43 2
split_gain=0.000241768 0.000189226 0.000188353 0.000208044 0.000212654 0.000211981 0.000290215 0.000200143 0.000166007 0.000247972 0.000133989 0.000128733 0.000115615
threshold=0.057600000000000005 -0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 1.0000000180025095e-35 0.11215000000000001 -0.15202999999999997 0.12958500000000003 0.10732000000000001 -0.083854999999999985 0.086425000000000016 -0.090299999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 7 10 -7 12 9 11 -6 -4 -5
right_child=-2 2 3 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00068719333153417696 -0.00088860599471689511 -0.00066575533745785395 -0.00048110898918866626 0.0001191934617815445 0.0012882742169831505 -0.00039954479510788355 0.00081224330673537292 0.00059017634649355844 0.00038384871285945837 -0.0011447951839642853 0.00045113134358491303 0.00041757681328662133 -0.00063859362765066974
leaf_weight=0.0011262206747107264 0.0010103538743576881 0.0010262925120051855 0.0011201977096679805 0.0012762106515661 0.0014974096230967733 0.0013912208322590935 0.0013101013372348535 0.0012995011484926325 0.0013050919747001899 0.0010299688407035719 0.0011571079551362384 0.0010582377336347806 0.001489652578982305
leaf_count=479 107 152 88 122 184 78 224 85 18 938 67 187 392
internal_value=0 4.31857e-05 9.81666e-05 0.00015443 0.000310694 0.000552546 0.000188155 -7.9284e-06 -0.000171749 -0.000397751 0.000923362 -4.45465e-05 -0.000288939
internal_weight=0 0.0160872 0.014961 0.0139347 0.0094212 0.00535584 0.00270132 0.00406536 0.0045135 0.0032084 0.00265452 0.00217844 0.00276586
internal_count=3121 3014 2535 2383 1152 553 302 599 1231 1213 251 275 514
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=13
num_cat=0
split_feature=14 457 150 2 475 16 42 12 12 16 0 0
split_gain=0.000191249 0.000136247 0.000153217 0.0001352 0.00011253 0.000102575 0.000165616 0.000128869 0.00015244 0.00027075 0.000219699 2.02771e-05
threshold=0.054835000000000009 -0.0029299999999999994 0.080470000000000014 0.089885000000000007 -0.048844999999999993 0.38525000000000004 -1.0000000180025095e-35 0.09857500000000001 0.090455000000000021 -0.056919999999999991 -0.14649999999999996 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 8 9 10 -8 -11
right_child=-2 2 3 -5 5 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00062540565066323292 -0.00084283633626395474 0.00059080970436230056 -7.5398355671355553e-05 0.000821960880128548 -0.00089584890018099049 0.00033373547236276749 -0.00033954799907531287 -0.00070016119311274913 0.00061157196191195123 -0.00047120949261862097 0.00078280475830678933 -0.00086390319530747805
leaf_weight=0.0010922740548927655 0.0010018722849077502 0.0010869578985653093 0.0010022563419235251 0.0018135353620385777 0.001049656351782397 0.0019315668183431051 0.0012105991050545078 0.0010406712814181891 0.0014113709697406197 0.0010208911344035225 0.0015031208252628656 0.0010014663389749908
leaf_count=243 110 267 160 183 690 216 77 151 284 262 399 79
internal_value=0 4.16993e-05 9.34799e-05 0.000502554 -8.85091e-06 -7.29461e-05 -0.000168303 -6.20625e-05 4.59581e-05 -0.000122597 0.00028212 -0.00066567
internal_weight=0 0.0151644 0.0140721 0.00281579 0.0112563 0.0101693 0.00823778 0.00718812 0.00614745 0.00473608 0.00271372 0.00202236
internal_count=3121 3011 2768 343 2425 2158 1942 1252 1101 817 476 341
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=11
num_cat=0
split_feature=47 52 42 13 0 1 157 48 16 0
split_gain=3.66891e-05 6.8309e-05 9.09596e-05 7.57494e-05 0.000113734 0.000108278 7.44297e-05 8.83583e-05 8.98865e-05 3.72156e-05
threshold=0.13148500000000005 0.11434500000000002 0.097315000000000026 -0.084034999999999985 -0.084044999999999995 0.11634000000000001 -0.077849999999999989 0.091545000000000015 -0.095564999999999983 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -8 -10
right_child=-2 -3 -4 5 -6 -7 7 -9 9 -11
leaf_value=-0.0013369281894965231 -0.0057330821171268772 -0.0061955513384540691 0.009923905494628852 0.0078181983289399171 0.011373423120244705 -0.010921438767884024 0.0021814603914725702 0.0063062011840494285 -0.012293763290777485 -0.0038723130303687145
leaf_weight=0.0014458169040635462 0.001012682355505507 0.0013284716217960143 0.0010590934275498008 0.001008721115027535 0.0012851703130758296 0.0010025878962522817 0.0013676562606381774 0.0010591224618592392 0.0010258472915853824 0.0010029854066455897
leaf_count=529 65 476 334 177 167 128 191 121 602 331
internal_value=0 0.00043739 0.00129648 0.000303073 0.00464441 -0.00153028 0.000192798 -0.00153354 -0.0039782 -0.00813049
internal_weight=0 0.0115855 0.010257 0.00919791 0.00273099 0.00646692 0.00546433 0.00445561 0.00339649 0.00202883
internal_count=3121 3056 2580 2246 696 1550 1422 1245 1124 933
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=9
num_cat=0
split_feature=1 52 2 4 43 16 47 2
split_gain=4.0944e-05 5.37117e-05 0.000116956 0.000132127 9.31742e-05 5.27566e-05 6.60742e-05 7.27383e-05
threshold=0.094385000000000011 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997 -1.0000000180025095e-35 -0.5315899999999999 0.092530000000000015 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 -7
right_child=5 2 -4 -5 -6 6 -8 -9
leaf_value=-0.007630795701345461 -0.0035286025177510023 -0.00062945822571646034 -0.0078872691414423376 -0.0063024665238381808 0.010632226573142714 0.0085796404045826308 -0.0017287264529798382 0.00062217845436463308
leaf_weight=0.0010306743504051637 0.0013675102089723001 0.0010177071578324462 0.0012508397923652048 0.0010186632034853583 0.0013619294065756783 0.0019361429210012428 0.0018206166526964513 0.00171962246377032
leaf_count=432 97 917 242 293 294 410 177 259
internal_value=0 -0.00181536 -0.000526132 0.00218334 0.0058159 0.00141857 0.00265394 0.00483656
internal_weight=0 0.00567981 0.00464914 0.0033983 0.00237964 0.00684389 0.00547638 0.00365577
internal_count=3121 2178 1746 1504 1211 943 846 669
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=12
num_cat=0
split_feature=484 15 15 151 160 13 3 15 151 0 16
split_gain=0.000189511 0.000139072 0.000150426 0.000142514 0.00020399 0.000231707 0.000231963 0.000195845 0.000126431 0.000264786 0.000118464
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.08718999999999999 -0.082869999999999985 -0.084034999999999985 -0.075634999999999994 1.0000000180025095e-35 -0.0083949999999999979 -0.10151999999999999 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -7 -10 -11
right_child=1 2 3 4 5 7 -8 -9 9 10 -12
leaf_value=-0.00075997942759371969 0.00059359937561017414 -0.00063322527046567661 0.0007332948932041439 -0.00075380073065366203 0.0012041383702138591 -0.00052102015537161864 9.0517445559356758e-05 -0.00074628355800400534 0.00083073928581862673 -0.00051501636075744679 0.00029041265089450635
leaf_weight=0.0011943843094384182 0.0016234154083224457 0.0013561988125400876 0.0010853260996472889 0.0012615683411205851 0.0012075844046776085 0.0011592610671623815 0.0017778432820383669 0.0014739040093080628 0.0016476914154514022 0.001579979182356527 0.0012635718470936953
leaf_count=503 232 187 163 360 239 107 147 702 76 201 204
internal_value=0 5.07174e-05 -1.30868e-05 5.44294e-05 -1.03638e-05 8.24069e-05 0.000540969 -0.00010975 5.62863e-05 0.000205298 -0.000157113
internal_weight=0 0.0154363 0.0138129 0.0124567 0.0113714 0.0101098 0.00298543 0.00712441 0.0056505 0.00449124 0.00284355
internal_count=3121 2618 2386 2199 2036 1676 386 1290 588 481 405
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=10
num_cat=0
split_feature=4 2 4 3 16 1 52 0 1
split_gain=3.80864e-05 9.62522e-05 6.88689e-05 9.48232e-05 7.65326e-05 6.91595e-05 5.6421e-05 0.00011485 7.11662e-05
threshold=0.0061450000000000003 0.10981000000000002 0.055260000000000011 0.11296500000000002 -0.004174999999999999 0.11551000000000002 -0.088204999999999992 0.089620000000000019 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 -1 8 -8
right_child=2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0088514673843498749 0.0066147843660939896 0.0046830439254956016 -0.0038286875882442258 -0.0060949170302448249 0.0080433827788372915 0.0048042654664613368 0.0055025763796837457 -0.0083763351925967185 -0.0037545470042023568
leaf_weight=0.0010300423732891809 0.0013844395779107899 0.0013465486519728814 0.0015956216541222817 0.0013486123210328139 0.0010868997813505811 0.0011062142628047731 0.0013788201377699016 0.0012382155543822215 0.001015066862032607
leaf_count=446 182 248 287 141 144 133 1046 58 436
internal_value=0 -0.0015656 0.00136249 -5.29299e-05 0.00209773 -0.000294093 -0.00337037 -0.00181596 0.00157733
internal_weight=0 0.00600869 0.00652179 0.00513735 0.00378874 0.00270184 0.00466214 0.0036321 0.00239389
internal_count=3121 2234 887 705 564 420 1986 1540 1482
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=13
num_cat=0
split_feature=14 147 484 15 160 52 0 15 49 15 12 2
split_gain=0.000260716 0.000203213 0.000260726 0.000200402 0.000166739 0.000138213 0.000234313 0.000292642 0.000306683 0.000193511 0.000166775 0.000170018
threshold=0.062655000000000016 1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.087429999999999994 0.11008000000000001 0.15398500000000004 -0.016799999999999995 -0.043469999999999995 -0.10091499999999999 0.084100000000000022 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -6 -10 -9 -12
right_child=-2 -3 3 4 5 -7 -8 10 9 -11 11 -13
leaf_value=-0.00088669838908067718 -0.00090489725479227841 0.00065466036332301495 0.00072941079166035001 -0.00071395130069447745 0.00037316709831516866 0.00062054293140451761 -0.00084669112265320671 0.00084361217054830929 -0.00019749964170926644 -0.0010991560682996207 -0.00038030131576145799 0.00062884685799822267
leaf_weight=0.0010589537631930093 0.0010036368162771028 0.0016226919549912058 0.0012775221289199031 0.0010521864361903383 0.0018109473602469714 0.0012023950809522113 0.0010326754093386023 0.0017818469289173416 0.0019610970604959505 0.0012980278986550195 0.0011562286525578711 0.0010411088745703456
leaf_count=458 104 167 222 360 159 121 34 150 189 327 665 165
internal_value=0 4.63714e-05 -2.08995e-05 4.64458e-05 -2.42795e-05 4.00277e-05 -2.92059e-05 6.40832e-05 -0.000224507 -0.000556607 0.00043179 9.78378e-05
internal_weight=0 0.0162957 0.014673 0.013614 0.0123365 0.0112843 0.0100819 0.00904926 0.00507007 0.00325912 0.00397918 0.00219734
internal_count=3121 3017 2850 2392 2170 1810 1689 1655 675 516 980 830
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=13
num_cat=0
split_feature=14 484 15 15 0 48 47 2 43 13 0 3
split_gain=0.00022405 0.000207711 0.000172494 0.000150274 0.000220115 0.000326616 0.000155649 0.000189238 9.63606e-05 9.62074e-05 9.47228e-05 8.2151e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.083995000000000014 -0.084004999999999982 -0.23438999999999996 -0.033209999999999996 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 -6 -9 -10 -8 -5
right_child=-2 2 3 4 6 -7 10 8 9 -11 -12 -13
leaf_value=-0.00073378093803396199 -0.00085908753344041296 0.00077330968423967362 -0.00056593843083402762 0.0012443530046374249 -0.00091369320171774584 -0.00023600569542560712 -1.9139509714558905e-05 0.00023307709597201483 8.2615492335773666e-05 -0.00069439614447572024 0.00074844838559271648 0.00057745315502460829
leaf_weight=0.0010908117285569558 0.0010018798177112145 0.0011995057348999803 0.0012577938875271153 0.001036964699894144 0.0011636950541603309 0.0015195365370339609 0.0012148772591048431 0.0019155178293630143 0.0010134995887647325 0.0011743984683269121 0.0010011516018757494 0.0016091349368955498
leaf_count=479 107 225 176 83 483 87 125 334 30 867 37 88
internal_value=0 4.30196e-05 0.000103089 4.08002e-05 0.000106314 0.000446734 -8.31878e-05 -0.000256035 -6.95283e-05 -0.000334461 0.000327639 0.000838801
internal_weight=0 0.0151969 0.0141061 0.0129066 0.0116488 0.00416564 0.00748314 0.00526711 0.00410342 0.0021879 0.00221603 0.0026461
internal_count=3121 3014 2535 2310 2134 258 1876 1714 1231 897 162 171
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=9
num_cat=0
split_feature=4 42 49 15 52 2 4 3
split_gain=4.13724e-05 4.27852e-05 8.12574e-05 0.000170659 6.81709e-05 5.9074e-05 7.42414e-05 3.92607e-05
threshold=0.27287000000000006 0.092620000000000022 -0.006494999999999999 -0.065449999999999994 -0.087769999999999987 0.10097500000000002 -0.0016099999999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -2
right_child=7 -3 4 -5 5 -7 -8 -9
leaf_value=0.0027945984364935073 -0.00024385311795192276 -0.0068202702354605797 -0.0050726468094218448 -0.01471914546490689 0.010702673294123666 -0.0014288929568600068 1.809103385159359e-05 0.0083782061496439925
leaf_weight=0.0014350022402170948 0.0012925159913540485 0.0013091427188589777 0.0012759191186726762 0.0012066240461770499 0.0019691872135395353 0.0016569572700233801 0.0012540643297582169 0.0011996692091790226
leaf_count=198 83 526 418 283 908 193 243 269
internal_value=0 -0.00103104 -0.000169574 -0.00520521 0.00199124 0.00383808 0.00654564 0.00390657
internal_weight=0 0.0101069 0.00879775 0.00264163 0.00615613 0.00488021 0.00322325 0.00249219
internal_count=3121 2769 2243 481 1762 1344 1151 352
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=11
num_cat=0
split_feature=147 11 52 52 16 13 52 457 52 13
split_gain=3.52911e-05 6.71893e-05 5.81145e-05 0.000106675 0.000103979 0.000131157 0.000158771 7.7139e-05 7.77162e-05 4.69279e-05
threshold=0.089025000000000007 0.081005000000000008 0.17829500000000004 0.10347000000000002 0.26676500000000009 -0.00096999999999999983 -0.013374999999999998 0.082380000000000009 -0.0064899999999999992 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 -10
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 -11
leaf_value=0.014866201483177367 0.0053038468562689465 -0.0083766062194081913 -0.0071236199667918283 0.010803338823058072 -0.0096456190760313316 -0.011994711127433591 -4.8266863639571874e-05 0.0051294674762248178 0.0036385361622134531 -0.0062439461267621513
leaf_weight=0.0012926153879402797 0.0011693751024995933 0.0010537034135927612 0.0010219411385786166 0.0010326578618896952 0.0010668643795314391 0.0011060809944169964 0.0017679353910704759 0.0010224131916524645 0.0010017076482813532 0.0010089843284699432
leaf_count=527 124 178 346 219 275 140 973 71 113 155
internal_value=0 -0.000596737 0.000197519 0.00100207 -0.000222292 0.00117407 0.00625082 -0.00257973 -0.00510862 -0.00132059
internal_weight=0 0.0113749 0.0103212 0.00929926 0.0082666 0.00719974 0.00306055 0.00413919 0.00311677 0.00201069
internal_count=3121 2997 2819 2473 2254 1979 1500 479 408 268
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=13
num_cat=0
split_feature=484 43 15 42 47 51 2 0 2 15 49 16
split_gain=0.000180431 0.000135066 0.000118618 0.000223325 0.000106444 0.000108827 0.000118999 0.000183639 0.000300238 0.000167394 0.000110767 0.000161978
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.13148500000000005 -0.090529999999999985 0.098035000000000011 -0.10151999999999999 0.084055000000000005 -0.03241999999999999 0.0034800000000000005 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7 -9 11 -8
right_child=1 -3 3 -5 -6 6 10 9 -10 -11 -12 -13
leaf_value=-0.0007397577947826973 0.00080569970537268572 -0.00059452316848713647 -0.00072909771566336565 0.000414325219033988 -0.00040555239145339275 0.0010183578403562322 0.001223586189917807 5.9855676449562098e-05 -0.00031231953545262752 -0.00087758057658119607 -5.8631844375232726e-05 0.00027998392332391681
leaf_weight=0.0011209189138608631 0.0010635649442619988 0.0010896190780444711 0.0015241699710462448 0.0010079315493464521 0.0010125803825496724 0.0012146644817179779 0.001005938408048462 0.0015306009378087053 0.0011945126678343798 0.0012125653020618721 0.0012401920952989287 0.0018066148952840669
leaf_count=503 246 193 494 508 45 48 179 351 88 190 139 137
internal_value=0 4.42962e-05 9.46873e-05 -0.000273945 0.000177428 0.000234915 0.000168966 -2.10807e-05 0.000358584 -0.00035452 0.000410576 0.000617473
internal_weight=0 0.014903 0.0138133 0.0025321 0.0112812 0.0102687 0.00920509 0.00515234 0.00240918 0.00274317 0.00405275 0.00281255
internal_count=3121 2618 2425 1002 1423 1378 1132 677 136 541 455 316
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=12
num_cat=0
split_feature=484 474 43 13 49 16 0 16 0 2 15
split_gain=0.000144912 0.000101973 8.08635e-05 0.000128541 0.000196802 0.000140309 0.000205906 0.000122999 0.000142598 7.48113e-05 4.73768e-05
threshold=-0.0068949999999999992 0.084660000000000027 0.18116500000000002 -0.084034999999999985 0.10299000000000001 0.23311500000000004 -0.23091999999999999 -0.056919999999999991 -0.11437499999999999 0.098260000000000014 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 8 -8 -2 -10
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00068354350386551008 3.3300283636647551e-05 0.00054388179848696792 -0.00052545321992048043 0.00047656473088331 0.00066933094473736927 0.00033158450093533206 -0.00075600621925614312 -0.00087295769385194557 0.00035047266269257492 0.0006181408106158045 -0.0002273429462437142
leaf_weight=0.001103818077060015 0.0014582893037770276 0.0013415424818725907 0.0010453163209109386 0.0010003297586198574 0.0011086153662067692 0.001500098101050451 0.001308805113155427 0.0018565301615443724 0.0010166788967776767 0.0018132717387299878 0.0010829314869925204
leaf_count=503 424 258 189 50 161 210 82 370 116 164 594
internal_value=0 3.89433e-05 -1.24101e-05 3.17453e-05 -8.83316e-05 -0.000196499 -0.000322938 -0.000474842 -0.000257992 0.00035745 5.24485e-05
internal_weight=0 0.0145324 0.0131909 0.0121455 0.00887399 0.00776537 0.00626528 0.00526495 0.00340842 0.00327156 0.00209961
internal_count=3121 2618 2360 2171 1583 1422 1212 1162 792 588 710
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=10
num_cat=0
split_feature=1 16 0 16 0 3 3 0 43
split_gain=4.10443e-05 4.70986e-05 5.69027e-05 8.36805e-05 0.00013499 4.44199e-05 6.78656e-05 0.000119325 4.7054e-05
threshold=0.094385000000000011 -0.5315899999999999 -0.033209999999999996 -0.056919999999999991 -0.11437499999999999 0.10542000000000001 -0.083924999999999986 -0.15202999999999997 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0041625062819588598 -0.0034785319485338556 -0.0014968721771436535 0.0087405726189737909 -0.0040280592489333146 0.012485617135640618 0.0038647189416964093 0.00029857239369181221 -0.013680923236548119 0.0043805175545234831
leaf_weight=0.0011314473079034491 0.0013893776229620958 0.0014635668318112238 0.0011778736142828887 0.0017221888896984958 0.0011416940736226064 0.001000636079403705 0.0010884025385333716 0.0011844110106324357 0.0012724120839680904
leaf_count=298 97 132 219 303 192 29 75 1150 626
internal_value=0 0.00153585 0.00280132 0.00118474 0.00463062 -0.00196352 -0.00321055 -0.00698644 0.000359491
internal_weight=0 0.0068947 0.00550532 0.00432745 0.00260526 0.00567731 0.00467667 0.00227281 0.00240386
internal_count=3121 943 846 627 324 2178 2149 1225 924
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=10
num_cat=0
split_feature=4 47 42 43 16 16 2 16 3
split_gain=3.85549e-05 4.69199e-05 9.91822e-05 9.75072e-05 0.000114278 0.000173377 0.000108016 5.23897e-05 3.24708e-05
threshold=0.27287000000000006 0.11312500000000002 -1.0000000180025095e-35 -0.084004999999999982 0.15891500000000003 -0.0094449999999999968 0.092875000000000013 -0.095564999999999983 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -2
right_child=8 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.011086619648525612 1.7667517861937139e-05 0.0045632650731994972 0.0064712798994979908 0.0061197571440362248 -0.011957344706019724 0.010306162903100597 -0.010159816301195359 -0.0042252989630604896 0.007412014517187474
leaf_weight=0.0010614188441842535 0.0012969029258471654 0.001396135823333978 0.0016324469732063541 0.0010477196190955189 0.0010824219463742351 0.0012041809522277923 0.0015954938532109554 0.0010017390486718833 0.0011925181456253495
leaf_count=796 83 130 385 152 285 285 242 494 269
internal_value=0 -0.000937557 -0.00182794 -0.000528711 -0.00245521 -0.000334142 -0.00384937 0.00106328 0.00355981
internal_weight=0 0.0100216 0.00862542 0.007564 0.00593156 0.00484913 0.00364495 0.00204946 0.00248942
internal_count=3121 2769 2639 1843 1458 1173 888 646 352
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=10
num_cat=0
split_feature=47 4 2 3 43 0 12 4 16
split_gain=3.8868e-05 6.42973e-05 6.41671e-05 6.27878e-05 9.58182e-05 0.000125261 5.5941e-05 4.46976e-05 4.0993e-06
threshold=0.13148500000000005 0.24564500000000003 0.10855000000000002 -0.10217499999999997 -0.067199999999999996 -0.10151999999999999 0.096210000000000004 -0.018869999999999994 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -4 -3
right_child=-2 6 7 4 5 -7 -8 -9 -10
leaf_value=-0.0076447094696234317 -0.0058871017006060389 -0.00022112828908204505 0.0083061559136159823 0.0053887451297005805 0.00071024372336049623 -0.012789720731593946 0.0098676661664280265 -0.00085927913330401096 0.0025893922095574233
leaf_weight=0.0016860680950743822 0.0010089184607684131 0.0010054681358104833 0.0010485252705215789 0.0016405999003633858 0.0019046492036511749 0.0010199567190391531 0.0011144296564719047 0.0010091513193070164 0.0010007525433278546
leaf_count=264 65 87 197 896 164 947 71 177 253
internal_value=0 0.000478317 -0.000950644 -0.00251803 -0.000624599 -0.00399787 0.00428302 0.00381113 0.00118083
internal_weight=0 0.0114296 0.00830895 0.00625127 0.00456521 0.00292461 0.00312065 0.00205768 0.00200622
internal_count=3121 3056 2645 2271 2007 1111 411 374 340
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=10
num_cat=0
split_feature=50 15 15 0 4 0 42 133 2
split_gain=3.82081e-05 7.19964e-05 7.89155e-05 7.4737e-05 0.000138024 8.04583e-05 0.000161253 6.79342e-05 3.64893e-05
threshold=0.096010000000000012 -0.24436499999999997 -0.095869999999999983 -0.10474999999999998 0.0052350000000000009 -0.019414999999999998 0.083995000000000014 1.0000000180025095e-35 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 6 -5 -7 -3
right_child=-2 2 3 5 -6 7 -8 -9 -10
leaf_value=0.0082925440335751451 -0.0061937501682486932 -0.0018621008506076438 -0.0035225496988740331 -0.014191174665814731 0.0112083366365945 0.0059322567424308515 0.0036856964928544756 -0.0045044823223831382 -0.010508546980352357
leaf_weight=0.0011612258480305738 0.0010077831484014725 0.0011020575262246967 0.0011478622087260099 0.0012016791774036219 0.0017441788876349854 0.0019398083114935943 0.0010113621764118678 0.0010441881458772527 0.0010255561367286895
leaf_count=220 425 112 145 742 151 197 839 64 226
internal_value=0 0.000508394 -0.00037635 0.00111066 0.00536159 -0.0012549 -0.00602143 0.00228013 -0.00602988
internal_weight=0 0.0113779 0.0102167 0.00808908 0.00289204 0.00519704 0.00221304 0.002984 0.00212761
internal_count=3121 2696 2476 2138 296 1842 1581 261 338
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=10
num_cat=0
split_feature=376 12 4 52 1 147 1 2 43
split_gain=4.16059e-05 7.38332e-05 9.97574e-05 0.00015429 0.000144233 0.00011347 0.000116652 8.8355e-05 3.98334e-05
threshold=0.048375000000000008 -0.029094999999999999 -0.033174999999999989 -0.081429999999999989 0.080585000000000004 1.0000000180025095e-35 0.094465000000000007 0.11215000000000001 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -5 -8 -3
right_child=-2 2 3 5 -6 -7 7 -9 -10
leaf_value=-0.0078307164214052438 0.0052772334362773165 0.0044425983377164224 0.011155477660787836 -0.009940022399745143 -0.012147264055094783 0.0083217595048000487 0.0051302539431015712 -0.0051964837310624554 -0.003278381696714718
leaf_weight=0.0010868453224942643 0.0011492744477811087 0.0011123839719635029 0.0013494249758169707 0.0011878461798989449 0.001177790569047433 0.0011200534664297379 0.0017497333052345215 0.0011977356668718409 0.0011835431586661479
leaf_count=248 166 193 328 619 533 90 141 127 676
internal_value=0 -0.000576453 0.000205832 0.00231947 -0.00381297 5.06454e-05 -0.00218959 0.000933873 0.000462458
internal_weight=0 0.0111654 0.0100785 0.00660479 0.00347372 0.00525537 0.00413532 0.00294747 0.00229593
internal_count=3121 2955 2707 1305 1402 977 887 268 869
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=10
num_cat=0
split_feature=3 39 4 51 52 3 4 52 0
split_gain=4.25427e-05 6.77014e-05 9.41246e-05 9.14355e-05 8.69031e-05 8.52418e-05 9.9484e-05 0.000116903 0.000117195
threshold=0.13524500000000003 0.091820000000000013 -0.27825499999999997 0.08955500000000001 0.084960000000000022 -0.13927999999999999 0.2623950000000001 -0.088204999999999992 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9
right_child=-2 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.010286102399573751 0.004452743465685167 0.0064330998293779069 0.011236607982331431 -0.009043435442398863 -0.0075179716500250442 -0.0058644079380981593 -0.0075938901155059241 0.013855006141658157 -0.00097177117416529673
leaf_weight=0.0012436876763608261 0.00193800487362849 0.0012164523204173322 0.0010253078330023412 0.0011650962555046773 0.0010961391361034786 0.0010037632563520762 0.0011679764432829106 0.0013674979435594672 0.0010078573594058653
leaf_count=213 192 183 127 273 750 394 124 102 763
internal_value=0 -0.000875485 -0.00185491 -0.000516351 0.000973461 0.0026438 0.000706236 0.00357514 0.00756404
internal_weight=0 0.0102938 0.00907733 0.00783364 0.00666854 0.0055724 0.0045471 0.00337912 0.00237536
internal_count=3121 2929 2746 2533 2260 1510 1383 1259 865
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=11
num_cat=0
split_feature=14 484 475 42 43 3 16 2 151 2
split_gain=0.000228691 0.000183583 0.00015732 8.8824e-05 0.000149213 0.000236168 9.52449e-05 0.000104254 0.000185158 0.00018258
threshold=0.019675000000000002 -0.0068949999999999992 -0.07409499999999998 -1.0000000180025095e-35 -0.052894999999999991 -0.077774999999999983 0.22339500000000004 0.089885000000000007 -0.0083949999999999979 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 -9 -10
right_child=-2 2 3 4 6 -7 -8 8 9 -11
leaf_value=-0.00070904021358410058 -0.0008939159692980431 0.00084128995465339751 -0.00031448596966108394 0.00010155182275450671 -0.00031850289835219067 0.0012383808703665281 -0.00053652663827334776 -0.00040325430773960585 0.00090321761597626337 9.2325620360330151e-06
leaf_weight=0.001073447232422896 0.0010000359332138766 0.0010239684247892638 0.0019935441816752017 0.0019728803727172214 0.0018049951581584319 0.0010267227656920817 0.0011088274645861132 0.0012586370198048313 0.0017050923496681521 0.001672088508171618
leaf_count=479 116 273 745 274 411 307 109 92 158 157
internal_value=0 5.62399e-05 0.000116791 5.76448e-05 0.000127968 0.000490673 -1.61406e-05 7.34473e-05 0.000226056 0.000460593
internal_weight=0 0.0146402 0.0135668 0.0125428 0.0105492 0.0029996 0.00754964 0.00644081 0.00463582 0.00337718
internal_count=3121 3005 2526 2253 1508 581 927 818 407 315
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=9
num_cat=0
split_feature=2 150 52 13 15 13 43 0
split_gain=3.93583e-05 9.01937e-05 6.20737e-05 8.63251e-05 5.87731e-05 9.7803e-05 6.71474e-05 0.000104158
threshold=0.098035000000000011 0.081835000000000019 0.10744000000000002 -0.0013449999999999996 -0.11713499999999999 0.086705000000000018 -0.074359999999999996 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 -8
right_child=1 -3 -4 -5 5 -7 7 -9
leaf_value=-0.0095080596886119306 0.0033377327525442742 0.011671648998851177 0.0065464375388082034 -0.008548107736419109 0.0029826551688807408 0.0077444612114531018 0.00020775178703779954 -0.012892752498863149
leaf_weight=0.0010232704820625372 0.0014702332926937595 0.0010076937596158464 0.0012591142294217194 0.0015266743647129551 0.0015617553333775991 0.0013791418422514079 0.0015757028923404088 0.0014090765558493754
leaf_count=237 336 166 188 259 697 141 117 980
internal_value=0 0.00225339 2.34448e-05 -0.00271711 -0.00175997 -0.000421999 -0.00289921 -0.00597683
internal_weight=0 0.00526372 0.00425602 0.00299691 0.00694895 0.00592568 0.00454653 0.00298478
internal_count=3121 949 783 595 2172 1935 1794 1097
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=13
num_cat=0
split_feature=14 484 475 15 3 51 47 4 4 16 16 1
split_gain=0.000260243 0.000166634 0.000129493 9.25851e-05 0.000163262 0.000148529 0.000134204 0.000106007 0.000106527 7.61878e-05 7.59231e-05 7.13886e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -0.03241999999999999 -0.10519499999999998 0.091630000000000003 0.092530000000000015 -0.055319999999999994 -0.49405499999999997 -1.0000000180025095e-35 -0.094359999999999986 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 10 8 -5 -10 -6 -9
right_child=-2 2 3 7 5 -7 -8 11 9 -11 -12 -13
leaf_value=-0.00067475608148572408 -0.00093049264935774921 0.00073454798901129918 0.0007967821174929648 -0.00039319653240803807 -0.00015549942391127633 0.00067482576666468377 -0.00051917935953231065 -0.00080113786261340231 -5.0601278704236968e-05 0.00060745264221492466 0.00049429566790977811 -0.00011033525213701733
leaf_weight=0.001040917824981241 0.0010251884374339612 0.0010775341557165618 0.0013273031511050748 0.0011823659481175761 0.0012809286918566828 0.0010996659714384424 0.0016649397677618452 0.0010617005882186973 0.0011962840219442035 0.0013083987972370204 0.0012737932728362532 0.0010636967073038711
leaf_count=479 110 315 98 87 257 153 155 208 805 104 305 45
internal_value=0 5.18782e-05 0.000107754 5.3545e-05 0.000205472 5.7926e-05 -0.000102841 -0.000120186 7.30543e-05 0.000293154 0.000168491 -0.000455412
internal_weight=0 0.0145775 0.0135366 0.0124591 0.00664663 0.00531933 0.00421966 0.00581245 0.00368705 0.00250468 0.00255472 0.0021254
internal_count=3121 3011 2532 2217 968 870 717 1249 996 909 562 253
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=9
num_cat=0
split_feature=12 43 49 43 2 52 1 3
split_gain=3.90009e-05 8.80763e-05 7.93462e-05 9.73294e-05 6.86966e-05 5.05938e-05 0.000156592 0.000125744
threshold=0.051320000000000005 -0.043144999999999996 -0.045154999999999994 -0.13868499999999997 0.083995000000000014 1.0000000180025095e-35 0.11061500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -3
right_child=2 5 3 4 -6 -7 -8 -9
leaf_value=0.0088554742879329382 0.0059825850528236139 -0.0044083497997486759 -0.012743416472462762 -0.0069532603232338635 0.0030223401468784409 0.0054502278191862884 -0.012609612945488968 0.011004086035504262
leaf_weight=0.0015702738680539712 0.0011340139524722596 0.0014134960826721601 0.0011594972288278198 0.0014095869363131804 0.001922468647354374 0.0012734148541820173 0.0012128751154870526 0.0011159989808839088
leaf_count=298 193 120 229 587 1291 140 145 118
internal_value=0 0.00176151 -0.00213001 -0.00417825 -0.00119772 -0.000459374 -0.00247023 0.00239153
internal_weight=0 0.00658606 0.00562557 0.00449155 0.00333206 0.00501579 0.00374237 0.0025295
internal_count=3121 821 2300 2107 1878 523 383 238
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=12
num_cat=0
split_feature=484 42 15 49 3 12 13 16 1 49 0
split_gain=0.000196923 0.000109385 0.000140892 0.000254085 0.000224194 0.00017886 0.000245518 9.55344e-05 0.000160705 0.000129123 5.04968e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.03241999999999999 -0.006494999999999999 -0.13927999999999999 0.051320000000000005 -0.084034999999999985 -0.36241499999999999 0.11282000000000002 -0.048674999999999989 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 10 -7 -6 9 -9 -5
right_child=1 -3 3 5 7 6 -8 8 -10 -11 -12
leaf_value=-0.00080408032110919391 0.0010564107865445908 -0.00053509578676803958 -0.00080025749800421628 0.00082535978967537794 -0.00029251255247651276 0.00025072590525377719 -0.00092847700907169092 0.00052610962232380086 0.0007980400841518621 -0.00033473289232973036 0.00022469727545115653
leaf_weight=0.0010748207282013497 0.0011692545314425651 0.0010918531085744058 0.0014966521631687765 0.0010626016288779877 0.0014567090468293152 0.0016471414243356165 0.0010804886040329826 0.0010599466436789769 0.001441744971482993 0.001640427230210652 0.0010076719902899671
leaf_count=503 83 311 201 67 196 264 703 113 134 473 73
internal_value=0 4.94182e-05 9.82754e-05 -0.000108742 0.000290809 0.000106968 -0.000216389 0.000130922 0.000279836 3.1637e-06 0.000532997
internal_weight=0 0.0141545 0.0130626 0.00629456 0.00676808 0.0047979 0.00272763 0.00559883 0.00414212 0.00270037 0.00207027
internal_count=3121 2618 2307 1308 999 1107 967 916 720 586 140
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=13
num_cat=0
split_feature=484 14 475 15 3 52 150 0 1 15 16 4
split_gain=0.000330852 0.000202758 0.000189582 0.00014402 0.000184659 0.000180289 0.000192116 0.000149068 0.000312336 0.000124452 9.30562e-05 0.000125358
threshold=-0.0068949999999999992 0.054835000000000009 -0.051009999999999993 -0.03241999999999999 -0.10519499999999998 0.091820000000000013 0.081835000000000019 -0.11013499999999998 1.0000000180025095e-35 -0.10091499999999999 0.0057500000000000008 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 -5 10 -6 -9 -12
right_child=1 -3 3 7 5 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00096229979740772721 0.00083127761830916629 -0.00075638709472031099 0.00085568315145085954 0.00044235315897799389 -8.279192900244378e-05 0.00081908977530104283 0.000450594863673425 -0.00040023567769444188 -0.00093419643437437814 -0.00091387457126992 -0.00021972759526069882 0.00067194016355665313
leaf_weight=0.0012426470031577262 0.0012808743216267517 0.0010333118828804713 0.0014651824115252676 0.0012800733320814401 0.00196757880999521 0.0010268309335943887 0.0016708068186816263 0.0011514233175844392 0.0018203129639230708 0.0010064313830470892 0.0010677605672577695 0.0012824248214227778
leaf_count=503 315 86 98 65 269 189 184 682 416 228 23 63
internal_value=0 6.72866e-05 0.000123953 5.80089e-05 0.000247309 9.01452e-05 -7.10027e-05 -0.000146627 -0.000288293 -0.000364038 4.74798e-05 0.000266828
internal_weight=0 0.016053 0.0150197 0.0137388 0.00713683 0.00567165 0.00464482 0.006602 0.00532192 0.00297401 0.00350161 0.00235019
internal_count=3121 2618 2532 2217 968 870 681 1249 1184 497 768 86
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=9
num_cat=0
split_feature=3 2 51 12 12 2 4 2
split_gain=3.54634e-05 5.59071e-05 6.44429e-05 5.75911e-05 0.000127101 0.000118883 9.47227e-05 0.000106795
threshold=0.13524500000000003 0.11548000000000001 0.08955500000000001 0.051320000000000005 0.10345000000000001 0.08622500000000001 0.08184000000000001 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.015219637864349222 0.004368939798590943 0.0057764372667154298 -0.0097405427416136989 -0.015876181293432032 0.0053991889139014745 -0.00050227372089181534 -0.0056640404971073132 0.00046793683176975416
leaf_weight=0.0010211873660065009 0.0019600857554698805 0.0013951662928614788 0.0011653413647506605 0.0013212697494788322 0.0012696674131233536 0.0012465273795051338 0.0012786418169911749 0.0016164073755407238
leaf_count=110 192 328 292 852 177 843 137 190
internal_value=0 -0.000870974 -0.0019108 -0.000734029 -0.00384307 -0.00841298 0.00231248 0.0061793
internal_weight=0 0.0103142 0.00891904 0.0077537 0.00383746 0.0025678 0.00391624 0.00263759
internal_count=3121 2929 2601 2309 1872 1695 437 300
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=13
num_cat=0
split_feature=14 484 15 15 0 48 47 2 4 2 3 0
split_gain=0.000300729 0.000200907 0.000198857 0.000134009 0.000204576 0.000343135 0.000140306 0.000147421 0.00010949 0.000201728 8.91123e-05 5.40686e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.083995000000000014 -0.49405499999999997 0.10559 -0.0063699999999999989 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 7 -6 -9 -10 -5 -8
right_child=-2 2 3 4 6 -7 11 8 9 -11 -12 -13
leaf_value=-0.00076030503716633183 -0.001048561234762325 0.00087879224664688779 -0.00054969128734927474 0.0013508556595454076 -0.000866975799791045 -0.00026656167853802629 5.4783941297182731e-05 -0.000581848953264703 0.0005133676148060608 -0.00054315729451460601 0.00060561423056984141 0.00067744906384494647
leaf_weight=0.0010732011106810877 0.0010079901475008304 0.0012128682456274695 0.0012958424990190632 0.0010343264263362045 0.0011592402763413445 0.0015321450285084026 0.0011525393834325888 0.0011806172709364093 0.0018832396547558698 0.0011010316010128963 0.0015284971957479103 0.0010025470151828753
leaf_count=479 107 225 176 83 483 87 113 107 876 248 88 49
internal_value=0 5.74806e-05 0.000119801 4.82736e-05 0.000115222 0.000467524 -7.76683e-05 -0.000248531 -7.63958e-05 0.000123568 0.000906385 0.000344448
internal_weight=0 0.0151561 0.0140829 0.01287 0.0115742 0.00409497 0.00747922 0.00532413 0.00416489 0.00298427 0.00256282 0.00215509
internal_count=3121 3014 2535 2310 2134 258 1876 1714 1231 1124 171 162
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=13
num_cat=0
split_feature=484 15 42 132 43 16 0 47 0 160 160 43
split_gain=0.000171271 0.000112207 0.000238331 0.000113662 0.000127313 0.000381836 0.00015373 0.000228045 0.000211267 0.000168471 0.000118124 7.38151e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.081660000000000024 0.079970000000000013 -0.080884999999999985 0.22339500000000004 0.010870000000000003 0.086380000000000012 -0.10474999999999998 0.086870000000000017 -0.075414999999999982 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 9 -9 10 -6 -8
right_child=1 2 -4 -5 6 -7 11 8 -10 -11 -12 -13
leaf_value=-0.00069667697219087308 -0.00086899709096719833 -0.00068590992565279168 0.00044522169394727251 0.00070516438003179508 0.00032032408578947159 0.00060190407523940943 -0.00063119042875345495 -0.00066987517878378824 0.00042045588764529432 1.2965622488362526e-06 0.0011219207200169902 7.7746462576921602e-05
leaf_weight=0.0011908725888379315 0.0016075558332307891 0.0018821078784928861 0.0010202986828725408 0.0010880459736514478 0.0010032008007270941 0.0010275398890290145 0.0010188677816625651 0.0012665472978499182 0.0012583247745457989 0.0012000311743152366 0.0018702846151227408 0.0010689827940809637
leaf_count=503 348 570 513 178 168 83 138 67 126 86 318 23
internal_value=0 4.53207e-05 -0.000288277 0.000123345 6.74291e-05 -0.000295428 0.000177507 0.000318541 -0.000126485 0.00059438 0.000842065 -0.000268214
internal_weight=0 0.0153118 0.00290241 0.0124094 0.0113213 0.0026351 0.00868624 0.00659839 0.00252487 0.00407352 0.00287349 0.00208785
internal_count=3121 2618 1083 1535 1357 431 926 765 193 572 486 161
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=12
num_cat=0
split_feature=484 42 43 15 16 160 52 12 52 2 12
split_gain=0.000192192 9.77685e-05 0.00012094 0.000143368 0.000143321 0.000107002 0.000140087 0.000123117 0.000118554 9.54718e-05 5.77141e-05
threshold=-0.0068949999999999992 -0.11466499999999999 -0.20207499999999998 -0.24436499999999997 0.22339500000000004 0.090980000000000019 -0.046924999999999988 -1.0000000180025095e-35 -0.087769999999999987 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 -5 10 -9
right_child=1 2 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00074281020795517131 -0.00049753680235224685 0.00061198509736655742 0.00059335613475053599 0.00010563327985105994 -0.00056412898755010289 -0.00051534335886972693 -0.00058322396545665853 0.00061120111517410519 0.0009934253133503405 -0.00020918001811457543 7.4200593435379736e-05
leaf_weight=0.0011103278547644037 0.0010018462504111933 0.0015282439797363904 0.001504729273642944 0.001072630097838298 0.0015187875070761169 0.0010132869538940709 0.0011027628740465749 0.0013803569588643964 0.0010644404016741981 0.0019201616818548678 0.001465687875668645
leaf_count=503 151 124 219 161 315 107 88 145 135 208 965
internal_value=0 7.06121e-05 0.000112554 4.9176e-05 -2.85271e-05 6.16643e-05 0.000134693 -1.57415e-05 0.000547828 0.000115558 0.000334651
internal_weight=0 0.0145729 0.0135711 0.0120428 0.0105381 0.00901933 0.00800604 0.00586897 0.00213707 0.00476621 0.00284604
internal_count=3121 2618 2467 2343 2124 1809 1702 1406 296 1318 1110
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=13
num_cat=0
split_feature=484 15 3 49 42 52 0 3 52 47 0 0
split_gain=0.00026401 0.000117072 0.000226549 0.000154573 0.000209206 0.00015718 0.000173563 0.000142214 0.000142098 0.000139516 0.000113832 8.71545e-05
threshold=-0.0068949999999999992 -0.03241999999999999 -0.13927999999999999 -0.006494999999999999 0.084050000000000014 -0.080979999999999983 -0.083914999999999976 -0.077774999999999983 1.0000000180025095e-35 0.092710000000000015 -0.15202999999999997 0.14486500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -4 9 10 -9 -8
right_child=1 3 7 4 -6 6 11 8 -10 -11 -12 -13
leaf_value=-0.00083464989500642967 0.00085501384065624607 -0.00056085915157349359 -0.00052282666711905108 0.00086403882092729741 -0.00058428750796312399 0.00063519762879890704 -0.0006045281406277112 -1.724000702490202e-05 0.00077007302581252651 -0.00043864197002683677 0.00073791452497074677 0.00010825633591019961
leaf_weight=0.0011802591964018136 0.0014533933032825352 0.0018539216769246584 0.0011223767232567319 0.0010007196053288363 0.0013409490378359533 0.0011016962040764572 0.0011073633531926983 0.0017370705014845274 0.0010890973171585145 0.0013686932685229641 0.0010515200746852257 0.0011448637813424867
leaf_count=503 93 212 345 154 541 207 364 71 193 88 327 23
internal_value=0 5.43753e-05 0.000209682 -0.00010654 4.13411e-05 0.000233994 4.60062e-05 6.24132e-05 0.000187616 3.50273e-05 0.000267513 -0.000242202
internal_weight=0 0.0153717 0.00782215 0.00754951 0.00569559 0.00435464 0.00335392 0.00636876 0.00524638 0.00415728 0.00278859 0.00225223
internal_count=3121 2618 1117 1501 1289 748 594 1024 679 486 398 387
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=13
num_cat=0
split_feature=14 484 475 457 0 47 49 2 16 4 2 0
split_gain=0.000226539 0.000167128 0.000160283 0.000107096 0.000129667 0.000189078 0.000181244 0.000148575 0.000140899 0.000122243 0.000195096 7.24236e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.10607499999999999 0.085270000000000026 0.0065400000000000015 0.083995000000000014 -0.14158499999999996 -0.49405499999999997 0.10527500000000002 -0.040504999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 7 8 -6 -5 -9 -11 -7
right_child=-2 2 3 4 5 11 -8 9 -10 10 -12 -13
leaf_value=-0.00067273832647634681 -0.00087410187783825116 0.00078440590609071966 -0.00053779773918437941 0.00091355504555980834 -0.00085913658562876156 8.3936069678086818e-05 -0.00032029872573552647 -0.00058432559185245465 0.00014560127873496163 0.00057570010417122737 -0.00049783338367777536 0.00075484872845154769
leaf_weight=0.0010696761938589648 0.0010171036474969633 0.0011187047195405494 0.0010446005518020317 0.0018288592157274935 0.001176055428749343 0.0013046746008673535 0.0011073013643505616 0.0012024716371282522 0.0015831764896179802 0.001504507276295571 0.0010015505592679205 0.0010169396987589343
leaf_count=479 110 315 105 144 504 143 102 73 89 738 279 40
internal_value=0 4.50839e-05 0.000100368 4.04446e-05 9.19588e-05 -6.49916e-05 0.00034222 -0.000275456 0.000557226 -9.0358e-05 0.00014666 0.000377817
internal_weight=0 0.0149585 0.0138888 0.0127701 0.0117255 0.0072062 0.00451934 0.00488458 0.00341204 0.00370853 0.00250606 0.00232161
internal_count=3121 3011 2532 2217 2112 1777 335 1594 233 1090 1017 183
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=14
num_cat=0
split_feature=484 42 150 15 11 2 2 47 12 4 52 3 15
split_gain=0.000202424 0.000114057 0.000130032 0.000161152 0.000156285 0.000105907 0.000168213 0.000176672 0.000275631 0.000167003 0.000175255 0.000155792 0.000129685
threshold=-0.0068949999999999992 0.10256000000000001 0.12187000000000002 -0.24436499999999997 0.079915000000000014 0.12992500000000004 0.10981000000000002 0.11312500000000002 0.095780000000000018 -0.0016099999999999997 -0.085984999999999992 -0.084074999999999997 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 10 -5 -12 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 12 11 -13 -14
leaf_value=-0.00075741430359004772 0.00083317699075974891 -0.00051289002488435196 -0.00055045523573928447 -0.00025329103998057939 -0.00062716149707705529 -0.00043263705642488959 0.00084902196917717269 0.00081851550238926335 -0.00090332379412161464 -0.00073997350702287128 7.8652253840914588e-05 0.00097432049549412802 0.00013172160964377902
leaf_weight=0.0011905344636815801 0.0011137241211437903 0.0011814447368168985 0.0010221771389400608 0.0010905822658828154 0.0010062519306401349 0.0010087796730791848 0.0012690851671353269 0.0011030858265918212 0.0010135887647513024 0.0010347472819872642 0.0011163705344145551 0.00180512689290481 0.0014637260324777083
leaf_count=503 177 311 67 217 138 83 174 58 208 125 441 432 187
internal_value=0 4.9514e-05 9.68151e-05 0.000147611 8.35102e-05 0.000149086 0.000208384 0.000114145 1.088e-05 0.000153207 0.000391404 0.000632065 -0.000229293
internal_weight=0 0.0152287 0.0140472 0.0130251 0.0119113 0.0109051 0.00989631 0.00862723 0.00752414 0.00651055 0.00401208 0.0029215 0.00249847
internal_count=3121 2618 2307 2240 2063 1925 1842 1668 1610 1402 1090 873 312
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=11
num_cat=0
split_feature=47 52 47 474 13 49 52 3 0 2
split_gain=3.74114e-05 6.82299e-05 9.04758e-05 6.58676e-05 0.000107766 9.90039e-05 0.000115575 0.000209439 5.63981e-05 4.72235e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.084660000000000027 -0.10664 -0.081404999999999991 -1.0000000180025095e-35 -0.13309499999999996 -0.10836499999999999 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 -1 -9
right_child=-2 -3 -4 -5 5 6 7 9 -10 -11
leaf_value=0.00022315193803759884 -0.0056742112872147539 -0.0059647727740051691 0.0093990260291240933 0.0075872162006398892 0.0055472279786559003 -0.010810873026770182 -0.012005252845577416 0.0093620182494330087 0.010246633536491304 9.7595252251830009e-05
leaf_weight=0.0010234221558445278 0.001005614935758326 0.0013577523992723004 0.0011403509745607004 0.0010201914848136954 0.0010990912511256471 0.0017640002696782935 0.0010648232338841311 0.0010078060101461417 0.0010631044009603158 0.0010369860212781018
leaf_count=106 65 476 160 299 153 672 66 583 86 455
internal_value=0 0.000454406 0.00130723 0.000290921 -0.000632693 -0.00271579 -0.00457926 -0.00104423 0.00533021 0.0046637
internal_weight=0 0.0115775 0.0102198 0.00907942 0.00805923 0.00597271 0.00487362 0.00310962 0.00208653 0.00204479
internal_count=3121 3056 2580 2420 2121 1929 1776 1104 192 1038
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=10
num_cat=0
split_feature=4 12 4 49 3 2 4 2 12
split_gain=3.58017e-05 4.60714e-05 9.03463e-05 6.66876e-05 6.47774e-05 7.74878e-05 0.000116504 9.1483e-05 3.72593e-05
threshold=0.27044500000000005 0.098810000000000023 0.09173000000000002 0.0093850000000000027 -0.12711499999999995 0.096540000000000015 0.0061450000000000003 0.08622500000000001 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -2
right_child=8 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0072343404929002446 0.0074742062450912248 -0.0064924332563309952 -0.0083096678979001394 0.0094524560975924998 0.0012440088905006465 0.0081918004352860112 0.0085382569416248902 -0.013231131751477061 -0.001071904208605705
leaf_weight=0.0011704395694252245 0.0014081770108741896 0.0015672154825452879 0.0013340207535905771 0.0011220220160222142 0.0010895540829099818 0.001615745257756083 0.0010143015346129602 0.0010517195281986827 0.0011246996093868811
leaf_count=175 285 417 145 414 789 205 87 524 80
internal_value=0 -0.000981995 4.63742e-05 0.00162444 0.000146227 0.00195673 -0.0012358 -0.00586568 0.00367939
internal_weight=0 0.00996502 0.0083978 0.00706378 0.00594176 0.00477132 0.00315558 0.00214127 0.00253288
internal_count=3121 2756 2339 2194 1780 1605 1400 1313 365
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=11
num_cat=0
split_feature=124 50 484 42 1 1 457 4 4 16
split_gain=3.36261e-05 5.6528e-05 8.15795e-05 6.25683e-05 6.12537e-05 6.54886e-05 0.00013019 8.44535e-05 0.000166691 4.84996e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 0.12408500000000001 0.11212500000000002 0.080930000000000016 -0.080924999999999983 0.053180000000000012 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0057921834588964228 -0.0082031434369768067 -0.0080503273207888134 0.0085578040507513879 0.0084083420769064526 0.0071013157184423919 -0.0082731126362934164 0.011393253341836624 -0.016504461412196029 0.00099099050047099816 -0.0019115861264052776
leaf_weight=0.0010293497831486186 0.0011535497118999706 0.0010367368520635125 0.0011705611270510343 0.0010068788236810879 0.0012261348281164602 0.0011811022170222785 0.0010091027754897397 0.0010289052735578128 0.0015390680948618105 0.0010569906527427841
leaf_count=259 599 579 297 186 116 120 110 533 193 129
internal_value=0 -0.000558268 0.000190582 -0.000873821 0.000176695 -0.00106788 0.000440758 -0.00194538 -0.00601888 0.00312309
internal_weight=0 0.011409 0.0103723 0.00920173 0.00804818 0.00682205 0.00564095 0.00463184 0.00256797 0.00206387
internal_count=3121 2862 2283 1986 1387 1271 1151 1041 726 315
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=12
num_cat=0
split_feature=484 15 11 133 3 16 0 3 0 1 0
split_gain=0.000212451 0.00011963 0.000145761 9.8473e-05 0.000138104 0.000232493 0.000114509 0.00016012 0.000125148 9.22329e-05 0.000107792
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.099660000000000012 -0.12018999999999998 -0.29154999999999992 -0.10607499999999999 -0.077774999999999983 -0.17169499999999996 0.094715000000000008 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 -7 -9 -11
right_child=1 2 -4 -5 5 6 7 9 -10 10 -12
leaf_value=-0.00079802008869354771 0.00052276651830252647 0.00056430706046685711 -0.00067122549260884023 -0.00048938828405771246 -0.0007666034825714016 2.7627608194420697e-05 -0.0006494648464793857 -0.00025142957732123992 0.00074882301549272648 0.00078071526350261564 -5.7558935783857311e-05
leaf_weight=0.0010825968543704207 0.0016258267699378716 0.001829920688053213 0.0010432038027348703 0.0010566672381072976 0.0011546965791616641 0.0016603213642683023 0.0011936864049417778 0.0012890495713750055 0.0016258050241357543 0.0010862605392532795 0.0010111789904745788
leaf_count=503 232 98 155 383 145 65 921 305 127 97 90
internal_value=0 5.0343e-05 -8.96444e-06 4.90551e-05 0.000101489 7.60578e-06 0.000121252 -6.75749e-05 0.000384438 0.000137533 0.000376582
internal_weight=0 0.0145766 0.0129508 0.0119076 0.0108509 0.009021 0.0078663 0.00458018 0.00328613 0.00338649 0.00209744
internal_count=3121 2618 2386 2231 1848 1750 1605 1413 192 492 187
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=14
num_cat=0
split_feature=14 484 15 457 0 15 48 2 3 12 16 12 1
split_gain=0.000350808 0.000148651 0.000205794 0.000156287 0.000219742 0.00037151 0.000312744 0.000137419 0.000246626 0.00015705 0.000158572 0.000357528 0.000129073
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.11713499999999999 0.086425000000000016 0.083995000000000014 -0.077774999999999983 0.098330000000000015 -0.052894999999999991 0.09141500000000001 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 12 8 -6 10 -9 -12 -7
right_child=-2 2 3 4 7 6 -8 9 -10 -11 11 -13 -14
leaf_value=-0.00061111857155034201 -0.0011193410709845841 0.00083645623127790824 -0.00070072241763212374 -0.00059564548689381011 -0.0012226361585764068 0.00060690315737996735 -3.7552536614270904e-05 0.00090047403140597468 -3.6108184042891421e-05 -0.00059791615254674931 -0.00050190452778691135 0.00084468542299405349 0.0015151333552494413
leaf_weight=0.0011967483312182213 0.0010386877065891578 0.0013540068955707968 0.0010258718552771653 0.0010773418904606522 0.0010139841918782623 0.0010503387225534446 0.0013863172701125137 0.0010913540655522721 0.0020057890314382175 0.0010281703060309533 0.0019058153985677811 0.0012587168950032521 0.0014080995853832518
leaf_count=479 104 228 147 86 373 54 58 548 208 263 333 139 101
internal_value=0 5.48726e-05 0.000105945 3.65419e-05 9.37279e-05 0.000422003 0.000707159 -0.000100857 -0.000434522 8.98285e-05 0.000255979 3.37119e-05 0.0011271
internal_weight=0 0.0168026 0.0156058 0.0142518 0.0132259 0.0049221 0.00384476 0.00830383 0.00301977 0.00528406 0.00425589 0.00316453 0.00245844
internal_count=3121 3017 2538 2310 2163 299 213 1864 581 1283 1020 472 155
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=10
num_cat=0
split_feature=1 4 151 150 0 12 47 0 133
split_gain=3.53284e-05 8.35339e-05 5.524e-05 8.38093e-05 0.000115219 0.000120959 8.29469e-05 5.14191e-05 4.70204e-05
threshold=0.077565000000000009 -0.083854999999999985 0.056735000000000001 0.081835000000000019 -0.075359999999999996 0.051320000000000005 0.092530000000000015 -0.14794999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 -6 7 -2 -1
right_child=2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0053149406342958162 -0.0043930634036825856 -0.010152899312449721 -0.0058939442149952767 0.008418879292651572 0.014758150771534905 -0.0012111769717593078 -0.010445073722703042 0.0049811289866012083 -0.00428716760219474
leaf_weight=0.0012329914252819756 0.0013869287522030047 0.0011887649756333616 0.0011247393576878659 0.0018159802755482422 0.001029340165189678 0.0011230914963443195 0.001243717287565426 0.0012686580386466139 0.0010862029885914254
leaf_count=223 145 1283 99 234 208 273 155 371 130
internal_value=0 -0.00289994 0.00108158 0.00207877 0.000176257 0.00642571 -0.00327346 8.52856e-05 0.000817759
internal_weight=0 0.00350796 0.00899246 0.00786772 0.00605174 0.00215243 0.0038993 0.00265559 0.00231919
internal_count=3121 1636 1485 1386 1152 481 671 516 353
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=13
num_cat=0
split_feature=14 457 1 2 14 48 51 1 2 16 0 4
split_gain=0.000206958 0.000111082 0.000138698 0.000133512 0.000209568 0.000253312 0.000352604 0.000151784 0.000132565 0.000102045 0.000121774 8.54101e-05
threshold=0.023790000000000002 -0.0029299999999999994 0.077565000000000009 1.0000000180025095e-35 -0.10708499999999999 0.12230500000000001 0.087505000000000013 0.12958500000000003 -1.0000000180025095e-35 0.0057500000000000008 0.16094000000000003 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 7 -5 6 11 8 -4 -3 -11 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00054331805777043047 -0.00082881556855997156 -0.00056519799697369883 0.00014129131786532378 -0.00034818884810795185 0.0008363146617146657 -0.00023422589456985205 -9.9567984664788065e-05 0.00052682957478774727 -0.00072060334917734828 -0.00028122426425834036 0.00055461663333746685 0.0015389023817330304
leaf_weight=0.0010223804258426327 0.0010056421088509302 0.0015615355713993555 0.0012248174039901833 0.0010415460206588401 0.0011377593022933313 0.0010253978461536306 0.0010231595644447089 0.0011252180531770672 0.0013136563054128919 0.0015904359200730428 0.0010137175253312203 0.001336453162352493
leaf_count=242 113 1149 125 117 184 66 93 85 466 296 25 160
internal_value=0 5.54674e-05 0.000101174 0.00023003 0.000413976 0.000589494 0.000831002 -4.93412e-05 -0.000304738 -0.000184272 4.41431e-05 0.00121582
internal_weight=0 0.0144161 0.0133937 0.00922801 0.00556432 0.00452277 0.00349737 0.00366369 0.00253847 0.00416569 0.00260415 0.00247421
internal_count=3121 3008 2766 1296 620 503 437 676 591 1470 321 344
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=14
num_cat=0
split_feature=484 48 48 4 150 42 47 12 15 48 2 0 16
split_gain=0.000212825 0.000166737 0.000195952 0.000136423 0.000134078 0.000124895 0.000141831 0.000183759 0.000153463 9.29852e-05 6.88317e-05 0.00012782 0.000170498
threshold=-0.0068949999999999992 0.12737000000000001 0.10396500000000002 0.27834500000000006 0.089910000000000018 0.093175000000000022 0.10783500000000001 0.098330000000000015 -0.098289999999999975 -1.0000000180025095e-35 0.10097500000000002 -0.063634999999999983 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -5 11 12 -10
right_child=1 -3 -4 9 -6 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.00079202573694028388 -0.00048420658117673081 -0.00067612086986154043 0.0009175158117329179 7.7256867454942154e-05 -0.00062233103236641939 -0.00048826459224942054 0.0007825629364734733 -0.00070602347597668218 0.00066421193597968812 0.00087911179659050202 -0.00013568354231015327 0.0008053022436004415 -0.00038855064084237291
leaf_weight=0.0011810295172122445 0.0011255057619162191 0.0010721425741526463 0.001030100787618545 0.0010350738094704326 0.0012866411227885144 0.0014244955561417893 0.0010657953955669364 0.0010651117590120178 0.00108903415724578 0.0011048767404538634 0.0010599991003051451 0.0017515755816569388 0.0011893170709252495
leaf_count=503 142 77 92 61 189 365 47 216 377 220 189 115 528
internal_value=0 5.49233e-05 0.000110013 4.69844e-05 -3.89966e-05 3.78179e-05 0.000127606 3.17273e-05 0.000158152 0.000491262 0.000300194 0.000414843 0.000114662
internal_weight=0 0.0152997 0.0142275 0.0131974 0.0110575 0.00977083 0.00834634 0.00728054 0.00621543 0.00213995 0.00508993 0.00402993 0.00227835
internal_count=3121 2618 2541 2449 2168 1979 1614 1567 1351 281 1209 1020 905
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=10
num_cat=0
split_feature=15 49 49 4 12 0 16 4 3
split_gain=3.54296e-05 0.000115525 0.000111927 0.000145278 8.33076e-05 7.53937e-05 0.000106081 5.49558e-05 2.28617e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.006494999999999999 -0.10429499999999998 0.079890000000000017 -0.18113999999999997 -0.056919999999999991 0.2623950000000001 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3 7 -7 -5
right_child=2 5 3 8 -6 6 -8 -9 -10
leaf_value=0.011001840071924805 -0.011898974446483 -0.011278395609659812 0.0021655563098132795 0.0047931143946217565 -0.012638202394490651 0.014398854350940607 -0.0066658526567318598 0.0010816081130475283 0.013483471494228945
leaf_weight=0.0017717088304191877 0.0015259218576985211 0.0010012413925371 0.0012230127998152669 0.0010285376115354711 0.0013409070069001772 0.0010024572992559349 0.0015596891954635064 0.0010865174289844159 0.0010090517225206444
leaf_count=256 285 77 113 1122 177 306 541 204 40
internal_value=0 0.00208864 -0.00227169 0.000920843 -0.00557668 -0.00130747 0.00142868 0.00747229 0.00909674
internal_weight=0 0.00642161 0.00612743 0.00460151 0.00256392 0.00464991 0.00364866 0.00208897 0.00203759
internal_count=3121 1384 1737 1452 290 1128 1051 510 1162
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=14
num_cat=0
split_feature=14 484 15 43 4 12 3 16 43 0 52 16 0
split_gain=0.000342214 0.000246337 0.000265232 0.000148729 0.000152494 0.000168933 0.00012941 0.000232591 0.00012645 0.000147217 0.000120521 0.000102796 8.98704e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 0.18116500000000002 -0.0016099999999999997 -0.029094999999999999 -0.10519499999999998 -0.094359999999999986 0.070450000000000013 -0.055064999999999996 0.095415000000000014 -0.0094449999999999968 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -8 9 11 -11 -4 -9
right_child=-2 2 3 -5 5 6 7 12 -10 10 -12 -13 -14
leaf_value=-0.00081028740446511269 -0.001103898761508987 0.00093830872302117082 0.00018352250909640984 -0.0006530243112295225 -0.00083309248445500314 0.00055177105870713567 -0.00070795680875817451 0.00067789493888307931 0.00088396270888118527 -0.00055228586889409753 0.00032789629149186796 0.00097720306301829225 -9.43686331565266e-05
leaf_weight=0.0011353296968940043 0.0010068105276944119 0.0013282564912427885 0.0015034222575129384 0.0010610712697988753 0.0010117863963745588 0.0012955070587767899 0.0016116778870298373 0.0010008493521929118 0.0011648953443505403 0.0013184796889472699 0.0010193182338427142 0.0010069228740854966 0.0012552761558451693
leaf_count=479 104 228 920 176 88 57 194 36 54 239 60 308 178
internal_value=0 5.21898e-05 0.000119362 3.72609e-05 9.73555e-05 -0.000114828 2.59208e-05 -0.000150211 0.000315258 0.000178611 -0.000168512 0.000501875 0.000248218
internal_weight=0 0.0157128 0.0145775 0.0132492 0.0121881 0.0061751 0.00516331 0.0038678 0.00601304 0.00484814 0.0023378 0.00251035 0.00225613
internal_count=3121 3017 2538 2310 2134 553 465 408 1581 1527 299 1228 214
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=10
num_cat=0
split_feature=4 156 151 150 12 52 1 16 16
split_gain=3.89727e-05 4.81607e-05 5.08227e-05 7.3227e-05 7.16938e-05 0.000108851 9.59608e-05 0.000116868 3.49468e-05
threshold=0.27044500000000005 0.085790000000000019 -0.055494999999999996 0.087380000000000013 -0.040564999999999997 -0.084699999999999984 0.095285000000000022 0.13751500000000003 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -2
right_child=8 -3 3 -5 5 6 -8 -9 -10
leaf_value=0.0079322356081076989 0.00024853066928870834 -0.0089673972811713902 -0.0088144817125685882 -0.010864387058458082 0.012547943754754955 -0.012995893806532459 0.0065419465680476513 0.0033531067531370057 0.0095497889162782755
leaf_weight=0.0010547875839057768 0.0014393483218268651 0.0010917184123529289 0.0011344301039300855 0.0010712176455951582 0.0012065052352136889 0.0014603709804136295 0.0017010450626460047 0.0012713844008310632 0.0011138469334086069
leaf_count=331 112 387 118 77 300 1305 170 68 253
internal_value=0 -0.00115189 -0.000193168 -0.00128566 0.000229143 0.0020484 -0.000809329 -0.00538692 0.00430626
internal_weight=0 0.00999146 0.00889974 0.00784495 0.00677374 0.00563931 0.0044328 0.00273176 0.0025532
internal_count=3121 2756 2369 2038 1961 1843 1543 1373 365
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=9
num_cat=0
split_feature=3 50 160 13 51 457 0 0
split_gain=3.50651e-05 9.4979e-05 6.75529e-05 0.000116978 8.21754e-05 6.97592e-05 6.25198e-05 7.14452e-05
threshold=0.16158000000000003 0.083090000000000011 -0.081969999999999987 -0.084034999999999985 -0.076794999999999988 0.060310000000000009 -0.026509999999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.0074148440653941123 0.005505606562077269 -0.010912510631623348 0.0067006156504728622 -0.011104170974193908 -0.0019089810913089863 0.0061290549424533255 0.0019662778073433139 -0.013709447423076922
leaf_weight=0.0014293548971191757 0.0012595589354449698 0.0010071305463430361 0.0019789393694336537 0.0012439942093329399 0.0015622297654680499 0.0012507128186589889 0.0016994160699475521 0.0010525663556561697
leaf_count=413 156 573 443 317 149 141 131 798
internal_value=0 -0.000654867 0.000356249 -0.000791839 -0.00296944 -0.00115099 -0.00326151 -0.00665917
internal_weight=0 0.0112243 0.0102172 0.00878786 0.00680892 0.00556493 0.00431421 0.0026148
internal_count=3121 2965 2392 1979 1536 1219 1078 947
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=10
num_cat=0
split_feature=131 13 49 160 16 13 4 0 1
split_gain=3.20601e-05 4.93767e-05 7.77144e-05 7.87096e-05 8.0229e-05 0.000126173 0.000107873 6.36322e-05 4.38753e-05
threshold=0.08844500000000001 -0.15078499999999997 0.10440000000000001 -0.081069999999999989 -0.056919999999999991 0.10935500000000002 -0.0016099999999999997 -0.11437499999999999 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 6 -6 -5 -8 -1
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=0.00010226647197972126 -0.006039529818093638 0.0059472025004767637 0.0085096202995505223 0.0095903686369205599 -0.012791775235029517 0.0019864107336996862 -0.0082181712983221585 0.0023839954313695602 0.010267405689584461
leaf_weight=0.0010048695337250583 0.0010009173955949921 0.0013728921680058017 0.0010237860261606271 0.0010682892259334213 0.0019609210991758576 0.001108364261475564 0.0015529896729264692 0.0012542294072976452 0.0010795894245091454
leaf_count=47 449 460 266 685 676 85 127 182 144
internal_value=0 0.000494916 -0.000592248 -0.00171256 -0.00322679 -0.00745515 0.000121953 -0.00348126 0.00536703
internal_weight=0 0.0114259 0.00934147 0.00831769 0.00694479 0.00306929 0.00387551 0.00280722 0.00208446
internal_count=3121 2672 2481 2215 1755 761 994 309 191
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=9
num_cat=0
split_feature=15 15 15 3 49 4 150 12
split_gain=3.13871e-05 0.000106526 5.58769e-05 0.000115842 8.9224e-05 0.000123261 8.08867e-05 7.21909e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.006494999999999999 -0.10429499999999998 0.083095000000000016 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -5 -6
right_child=1 2 4 6 5 -7 -8 -9
leaf_value=0.0052968756080588059 -0.012709271875581817 0.014415790114599959 -0.010209340011026167 -0.0075332411469316331 0.0020495010757142643 0.0082007748068780618 0.0064174953462988018 -0.011288412833354359
leaf_weight=0.0015081588148818876 0.0010498837775796263 0.0011947111961271078 0.0014936789640621756 0.0012687671747985442 0.0012124530343937991 0.0020053216870620184 0.0013163119112253596 0.0013148931638360672
leaf_count=253 231 498 285 241 113 1162 161 177
internal_value=0 -0.000773163 0.000504764 0.00426272 -0.00185227 0.000901689 -0.000429582 -0.00488977
internal_weight=0 0.010856 0.00980614 0.00377979 0.00602635 0.00453267 0.00258508 0.00252735
internal_count=3121 2868 2637 900 1737 1452 402 290
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=14
num_cat=0
split_feature=14 484 15 0 16 3 457 40 47 13 3 0 2
split_gain=0.000277173 0.000262195 0.000205461 0.000161774 0.000260774 0.000232054 0.000221977 0.000190344 0.000170814 0.000153619 0.000224595 8.73519e-05 8.41016e-06
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.10607499999999999 -0.032969999999999992 -0.074939999999999993 0.045365000000000009 -0.074429999999999982 0.085270000000000026 -0.084034999999999985 -0.12018999999999998 -0.040504999999999992 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 12 -5 9 -9 -11 -10 -7
right_child=-2 2 3 7 -6 6 -8 8 11 10 -12 -13 -14
leaf_value=-0.00080886064717469524 -0.00096789159400046993 0.00085952750231487656 0.00079155451376775791 0.00064611383306123753 0.0011743010045447582 -0.00042196309481377415 0.00055144004687264904 3.5274396971474418e-05 -0.00012560502156801494 -0.0001983366531321461 -0.0012446786134182515 0.00061743737915098142 -0.00066953877124177564
leaf_weight=0.0011834252731866652 0.0010276247563236742 0.0013059476441078461 0.00129733471948483 0.0010687651744890449 0.0010590529309719718 0.0010026816709136216 0.0010221321003855977 0.001648633106985182 0.0013562614166508051 0.0016021385948365985 0.0014389205482941557 0.0010276755113505232 0.0010257674568563552
leaf_count=479 107 225 77 112 94 59 57 399 176 130 1099 43 64
internal_value=0 6.19564e-05 0.000131329 6.11417e-05 0.000318906 0.000110552 -0.000179061 -0.000110027 -0.000224274 -0.000437257 -0.000693428 0.000194708 -0.00054716
internal_weight=0 0.0160387 0.0148553 0.0135494 0.00540697 0.00434792 0.00305058 0.00814239 0.00707363 0.00468969 0.00304106 0.00238394 0.00202845
internal_count=3121 3014 2535 2310 351 257 180 1959 1847 1628 1229 219 123
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=9
num_cat=0
split_feature=52 52 4 0 0 0 13 0
split_gain=3.32011e-05 7.76683e-05 9.60202e-05 7.35171e-05 0.00012909 0.000106957 9.42846e-05 6.61033e-05
threshold=0.25317500000000004 0.11008000000000001 -0.35136499999999998 -0.076579999999999995 -0.10607499999999999 -0.14920999999999998 0.0076650000000000008 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 -4
right_child=-2 -3 3 6 -6 -7 -8 -9
leaf_value=-0.0089749537131626634 -0.0060784918071914067 0.0095108229411929972 0.0019427084574568472 0.012148320839288617 -0.011533402149321156 0.0078969537638645913 -0.00030935184837931875 -0.0087462014328072383
leaf_weight=0.0013893674305756375 0.0010194894621501352 0.00106636231912476 0.0015505429886757405 0.0013710522456750248 0.0012119226291653776 0.0018287013399452424 0.0016298397737200222 0.0013068430137707782
leaf_count=199 322 211 94 468 1313 236 143 135
internal_value=0 0.000516986 -0.000415211 0.000921204 -0.0013486 0.0012854 0.00538233 -0.00294593
internal_weight=0 0.0113546 0.0102883 0.0088989 0.00589801 0.00468609 0.00300089 0.00285739
internal_count=3121 2799 2588 2389 1778 465 611 229
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=9
num_cat=0
split_feature=124 151 4 16 48 52 12 2
split_gain=3.49739e-05 5.97564e-05 8.90528e-05 0.00010662 0.000104945 6.24344e-05 4.94633e-05 3.34678e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.092399999999999982 0.095175000000000023 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 -7
right_child=1 2 6 4 -6 7 -8 -9
leaf_value=0.0060877197522870869 -0.0072706365091109379 -0.010542558232609934 0.0099872310710267288 -0.0091435968852732839 0.0086831782820610322 0.0046485649424678911 0.0010270626583427781 -0.0025751367274705443
leaf_weight=0.0010125511906755652 0.0013772370404300403 0.0013152077513266794 0.0014218328127037 0.0011513379660164835 0.0013441167561769052 0.0012201088273299182 0.001482748565201808 0.0019846785963301191
leaf_count=259 303 323 226 389 187 514 87 833
internal_value=0 -0.000571043 0.000359088 -0.00173344 0.00029907 -0.00228791 0.00541319 0.000175031
internal_weight=0 0.0112973 0.00992003 0.00701545 0.00570024 0.00435613 0.00290458 0.00320479
internal_count=3121 2862 2559 2246 1923 1736 313 1347
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=11
num_cat=0
split_feature=484 4 11 48 0 15 2 3 3 4
split_gain=0.000221899 0.000110831 0.000135057 0.000108299 0.000187732 0.000151313 0.000159347 0.000176356 0.000106846 3.73572e-05
threshold=-0.0068949999999999992 0.42051500000000003 0.079915000000000014 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10097500000000002 -0.086769999999999986 -0.074084999999999998 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -7 -2 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=-0.00082026699657263978 8.4194415541175394e-06 0.00066899158294686208 -0.00063852795450079379 -0.0001064644681582637 0.00077874700768596774 -0.0001662187768456108 -0.00028156293673154212 0.00049204740472818989 -0.00066485932207120788 0.00097817226879100879
leaf_weight=0.0010686991755666014 0.001589351141797023 0.0010192505820526094 0.0010093515666073369 0.0016030671108353545 0.0018137229998644944 0.0012581307608280235 0.0018675884919847324 0.0012301500427856341 0.0017690469747031774 0.0010329665150399805
leaf_count=503 336 216 153 52 394 407 165 535 206 154
internal_value=0 7.0254e-05 2.39285e-05 7.88981e-05 0.000363429 -3.22437e-05 0.000163438 0.000399457 -0.000346232 0.000713932
internal_weight=0 0.0141926 0.0131734 0.012164 0.00341679 0.00874723 0.00538884 0.00352125 0.0033584 0.00226312
internal_count=3121 2618 2402 2249 446 1803 1261 1096 542 689
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=12
num_cat=0
split_feature=484 4 151 160 52 2 48 2 4 0 4
split_gain=0.000190801 0.000123841 0.000109413 8.77946e-05 0.0001175 0.00013788 0.00056713 0.00021495 0.000100274 0.000106609 8.88428e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.072119999999999976 -0.091944999999999985 0.11008000000000001 0.10097500000000002 0.082620000000000013 0.095545000000000005 0.0061450000000000003 -0.10607499999999999 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 8 10 -10 -5
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00077827645860127474 -0.00055562425887144252 -0.00011418343914393531 0.00066300342868852338 2.9110344579990014e-05 0.00059661799787309657 -0.0011875401848620687 0.00058257852221032158 0.00090999797554945411 0.0005856501529948007 -0.00016640087266725894 -0.00061153965319224414
leaf_weight=0.0011078807070819341 0.001102883340987273 0.0010139485440463503 0.0019698054436191595 0.001645959609342571 0.0011430693659493793 0.0015461209420407161 0.0011788354927181194 0.0010063479399683786 0.001418811289397498 0.0013683415821837989 0.0015561867935851674
leaf_count=503 349 75 271 510 119 262 131 107 57 92 645
internal_value=0 4.85164e-05 0.000398897 -3.8848e-05 1.36153e-05 -5.49414e-05 -0.000421774 8.7948e-05 -5.01764e-05 0.000216434 -0.000282234
internal_weight=0 0.0149503 0.00298375 0.0119666 0.0108637 0.0097206 0.00272496 0.00699565 0.0059893 0.00278715 0.00320215
internal_count=3121 2618 346 2272 1923 1804 393 1411 1304 149 1155
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=9
num_cat=0
split_feature=42 160 16 43 49 0 48 12
split_gain=2.9194e-05 5.69294e-05 0.0001484 9.41613e-05 6.9993e-05 0.000110499 8.3917e-05 6.43946e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0087049999999999992 -0.074359999999999996 0.065470000000000014 -0.10151999999999999 0.086260000000000017 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -7
right_child=1 3 -4 4 -6 7 -8 -9
leaf_value=-0.0041765720920074198 -0.01417716416364505 0.0086788073212781588 0.003369544798983738 0.0083706300244917355 0.0082827007674089945 -0.012689684495143565 -0.0040844769421832083 -0.0012849575569501414
leaf_weight=0.0017751133416879323 0.0010225772591533964 0.0019976508052616873 0.0013990677030239844 0.0015723381425401277 0.0010263258407761889 0.0012506343616866152 0.0011465011300528793 0.0011787802538791858
leaf_count=862 489 482 339 135 127 508 76 103
internal_value=0 0.000674797 -0.00403983 0.00207186 -6.567e-05 -0.00172995 0.00311846 -0.00715598
internal_weight=0 0.0105939 0.00242164 0.00817223 0.00617458 0.00514825 0.00271884 0.00242941
internal_count=3121 2259 828 1431 949 822 211 611
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=13
num_cat=0
split_feature=484 43 43 42 160 160 51 2 0 4 47 16
split_gain=0.000216736 9.04455e-05 0.000170862 0.000143553 9.24321e-05 0.000126551 0.000215595 0.000130066 0.000166602 9.1354e-05 8.49792e-05 2.67232e-06
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 0.086870000000000017 -0.080409999999999995 0.081440000000000026 0.11704500000000001 0.010870000000000003 0.053180000000000012 0.092165000000000011 0.0013750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -5 7 8 9 -7 -11 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.00075187850101915681 -0.00046761229717561111 -0.00045344441315874518 0.00074949594579857995 -0.00022786171654512764 -0.00028617817595267371 0.00011700279558481714 0.00099417298337386561 -0.00037786853608772945 -0.00022408517773141149 0.0010827392160707733 0.00038137340407547204 -0.00033793699550902797
leaf_weight=0.0011305739401054294 0.0010013583359235662 0.0010276149656849318 0.0011454825093151341 0.0018718622737037699 0.0015453589264307821 0.0012770165247169177 0.0011533073858987428 0.0011615165181278597 0.0014421598907968631 0.0010389650091432731 0.0011456697877090249 0.0010035391496211418
leaf_count=503 544 193 93 415 170 510 161 162 110 100 41 119
internal_value=0 5.48274e-05 9.27135e-05 3.31971e-05 0.000115366 0.000183627 0.000290331 0.000156497 0.000283066 0.000494351 0.000714928 -0.000402704
internal_weight=0 0.0148139 0.0137862 0.0126408 0.0106359 0.0090905 0.00721864 0.00606533 0.00490381 0.00346165 0.00218463 0.0020049
internal_count=3121 2618 2425 2332 1669 1499 1084 923 761 651 141 663
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=12
num_cat=0
split_feature=484 42 42 43 15 160 4 42 16 1 16
split_gain=0.000128529 0.000117163 0.000131472 0.000103617 0.000114046 0.000100273 0.000145274 0.000251532 0.000183999 9.73916e-05 7.69429e-05
threshold=-0.0068949999999999992 -0.12995999999999999 0.10256000000000001 -0.16318499999999997 -0.24436499999999997 -0.082299999999999984 -0.0016099999999999997 0.083865000000000009 0.15273500000000004 0.077565000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 10 9 -7 -8
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12
leaf_value=-0.00066557852024699078 -0.00059815582263643375 0.00074249392239187902 -0.0005499545087580941 0.00060855037006863504 -0.00052547918963785341 0.00023460460730097073 -0.00068303802315567439 0.0006957817739358512 -0.00020086532857779932 0.00097730422242809441 -8.6119157568429787e-05
leaf_weight=0.0010742067370951994 0.0010351587026773629 0.0010251137937903393 0.0011416337413833163 0.0014303992558616701 0.0011598356594484044 0.0012185423007620784 0.0018835678251570964 0.0010097735398225671 0.0015245337866266113 0.0015325866871960664 0.0014846047968079734
leaf_count=503 139 104 311 178 390 502 175 117 254 315 133
internal_value=0 3.74326e-05 8.64935e-05 0.000145715 9.13063e-05 1.59133e-05 8.84757e-05 -0.000162592 0.000345549 0.000648344 -0.000419931
internal_weight=0 0.0144458 0.0134106 0.012269 0.0112438 0.00981344 0.00865361 0.00437795 0.00427566 0.00275113 0.00336817
internal_count=3121 2618 2479 2168 2064 1886 1496 425 1071 817 308
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=13
num_cat=0
split_feature=484 14 475 43 43 42 151 4 3 4 42 43
split_gain=0.000216178 0.000157498 0.000153327 0.000108412 0.000216968 0.000215415 9.49667e-05 0.000193784 0.000190088 0.000128637 9.53408e-05 9.93774e-05
threshold=-0.0068949999999999992 0.018475000000000002 -0.07409499999999998 0.18116500000000002 0.093175000000000022 -1.0000000180025095e-35 -0.0083949999999999979 0.26790000000000008 0.10893000000000001 0.071150000000000005 0.091465000000000005 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 8 10 -7 11 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00082339866566205611 0.00083822267145129605 -0.00069725724138193393 -0.00058445069851850229 -0.00055718568967782958 0.00097527017505473078 0.00029910822888345041 0.00092328474074956186 0.0010138087574804171 -0.00057259849079889448 -0.00060715687063541324 -0.00017328637101894211 0.00021210265841281928
leaf_weight=0.0011686643804846844 0.0010189783156630749 0.0010063979225728168 0.0018706640026838863 0.0010452296113235534 0.0010008012752294052 0.0011233333791079957 0.0012167036929607599 0.001112233079185336 0.0012035658964726359 0.0012979013565215664 0.0011642898552072455 0.0019924950204389304
leaf_count=503 273 95 611 180 78 180 193 172 55 96 345 340
internal_value=0 5.20434e-05 0.00010573 4.84352e-05 0.000101266 2.16107e-05 0.000146053 0.000266494 0.000117457 -0.000186695 0.000307357 0.000481733
internal_weight=0 0.0150526 0.0140462 0.0130272 0.011982 0.0109812 0.00911052 0.00668929 0.00557705 0.00242123 0.00437349 0.0032092
internal_count=3121 2618 2523 2250 2070 1992 1381 1105 933 276 878 533
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=10
num_cat=0
split_feature=131 14 2 40 4 16 13 48 48
split_gain=3.96729e-05 5.10618e-05 9.02969e-05 9.81654e-05 0.000104889 0.000145843 9.62758e-05 7.06551e-05 4.64124e-05
threshold=0.088610000000000008 -0.10708499999999999 0.10912000000000001 -1.0000000180025095e-35 -0.10429499999999998 -0.013324999999999998 0.038215000000000006 0.084170000000000009 0.11077000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -4
right_child=-2 2 8 4 5 -7 -8 -9 -10
leaf_value=-0.0059375064566788982 -0.0057219881268370434 -0.0089552858613128599 0.0087500188762940634 -0.0052697929299083133 0.0077797306413411194 0.011858668317353027 -0.0072407053334398366 -0.0024653692096233528 0.00067660829182094511
leaf_weight=0.0010110023335011828 0.0010029470354747634 0.001070011319729113 0.001721010598817992 0.0018426071195665117 0.0013878402413503585 0.001257946716557083 0.0011178289135763573 0.0010601204390514787 0.0010082215888363366
leaf_count=117 443 184 397 236 895 486 161 111 91
internal_value=0 0.000475136 0.00109461 -0.000553914 0.000794586 0.0031111 2.51179e-05 0.00334296 0.00576757
internal_weight=0 0.0114766 0.0104656 0.00773635 0.00666634 0.00482374 0.00356579 0.00244796 0.00272923
internal_count=3121 2678 2561 2073 1889 1653 1167 1006 488
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=11
num_cat=0
split_feature=124 50 484 42 1 151 48 0 16 12
split_gain=3.96513e-05 5.46944e-05 7.36445e-05 6.24252e-05 5.65021e-05 6.74573e-05 9.67092e-05 0.000108999 0.000125424 7.42648e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 0.12408500000000001 -0.083274999999999988 0.092475000000000016 -0.11756999999999999 0.16703000000000004 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=0.008643909247054108 -0.011275912591237289 -0.011034525454111859 0.011205168778272837 -0.012217849284944793 0.0093089745471758578 -0.012148398205616086 0.012966670395636959 0.00072980722736683539 -0.010064563895298754 0.0184138152162674
leaf_weight=0.0010310325181001117 0.0011464209382855894 0.0010179222101973319 0.0011507656704592356 0.0010430049104177656 0.0012415110627996629 0.0015932310895148179 0.0010863130697652407 0.001024648373335716 0.0010714239935150681 0.0010026570019454704
leaf_count=259 599 579 297 132 116 138 110 426 240 225
internal_value=0 -0.00081676 0.000187189 -0.0011896 0.000244543 -0.00140523 0.000546492 -0.00232911 0.00271954 0.0094759
internal_weight=0 0.0113779 0.01036 0.00920921 0.00806279 0.00682128 0.00577827 0.00469196 0.00309873 0.00202731
internal_count=3121 2862 2283 1986 1387 1271 1139 1029 891 651
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=10
num_cat=0
split_feature=376 133 43 3 16 16 49 15 16
split_gain=3.50219e-05 6.80853e-05 8.97709e-05 0.000103151 7.97591e-05 9.61617e-05 6.98389e-05 5.28221e-05 1.74058e-05
threshold=0.048375000000000008 0.084415000000000018 -0.067899999999999974 -0.077774999999999983 0.064860000000000015 -0.008904999999999998 -0.043469999999999995 -0.10091499999999999 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -8
right_child=-2 -3 4 -5 -6 -7 7 -9 -10
leaf_value=0.00029478325278331643 0.0057474059144682604 -0.0093122848840619891 0.0033674740030943309 0.013736677430243078 -0.0098759661477028967 0.0096333879230004124 -0.0052333374696327609 -0.011567752695365084 0.0012188768321268902
leaf_weight=0.0018647270109954069 0.0011680650842093342 0.0010059225024029008 0.0017619560096578976 0.0011200202152699167 0.0012620093681360457 0.0010138990811732525 0.0010321875089518151 0.0010902104082682741 0.0010177498952917826
leaf_count=412 166 884 126 207 253 177 88 649 159
internal_value=0 -0.000623877 0.000236112 0.00533883 -0.00188569 -0.000181192 -0.00221114 -0.00534133 -0.00202995
internal_weight=0 0.0111687 0.0101628 0.00298475 0.00717801 0.005916 0.0049021 0.00314015 0.00204994
internal_count=3121 2955 2071 619 1452 1199 1022 896 247
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=14
num_cat=0
split_feature=14 484 457 1 1 16 133 4 151 151 2 3 47
split_gain=0.00028203 0.000196237 0.000144345 0.000178838 0.000205713 0.000181333 0.000215611 7.93359e-05 0.000215612 0.000192827 0.000179132 0.000155632 9.09562e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 0.087135000000000004 0.0057500000000000008 1.0000000180025095e-35 0.24564500000000003 -0.030624999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.083060000000000009 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 9 -9 -6 -10 12 -11
right_child=-2 2 3 4 7 6 -8 8 10 11 -12 -13 -14
leaf_value=-0.00067472350886053445 -0.00093055259704357741 -0.00052668687865826632 -0.00059691487960760164 0.001058196696508758 0.0006597384211995094 0.00054858819024371003 -0.00045296180499480767 -0.00028262473773804788 0.00022161547147741051 -0.00014775971476080918 0.0012338208035995799 -0.00053397232429448598 0.00057910184617835758
leaf_weight=0.001160434447267219 0.0010350587669325775 0.0011275772456996935 0.0017925607914536412 0.0010154123661351719 0.0013322365263110239 0.0017099431775189793 0.001200495252213829 0.0010029347517370724 0.0011554255925365275 0.0012548817589519007 0.0011395359793422068 0.0017904886983695079 0.0010274607810842572
leaf_count=480 101 155 979 108 164 104 148 72 91 378 164 88 89
internal_value=0 4.38647e-05 9.74937e-05 0.000146297 0.000286626 -0.000143681 0.00013547 0.000196603 0.000418021 6.15052e-05 0.000724214 -0.000134179 0.000179457
internal_weight=0 0.0167094 0.015549 0.0144214 0.00971838 0.004703 0.00291044 0.00870296 0.0032979 0.00540507 0.00229496 0.00407283 0.00228234
internal_count=3121 3020 2540 2385 1154 1231 252 1046 327 719 255 555 467
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=9
num_cat=0
split_feature=0 16 0 1 159 0 151 4
split_gain=3.32367e-05 0.0001043 7.15408e-05 6.31057e-05 8.72177e-05 0.000102152 4.90597e-05 9.82642e-05
threshold=0.18019500000000002 0.26676500000000009 0.041630000000000007 1.0000000180025095e-35 0.076905000000000015 -0.10151999999999999 -0.0083949999999999979 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0082061959897487321 0.006677767469220307 -0.010567586195072138 0.0099509890331465692 -0.0028917500136258307 0.011509690778785329 -0.0081679461186375292 -0.00014265916976948043 0.014381563584484129
leaf_weight=0.0013197535128645693 0.0010145775945753508 0.0013839885871453515 0.0011220530569719936 0.0016472497809442155 0.0010127870040350269 0.0019208890500888977 0.0018106300817585519 0.0011305288241181821
leaf_count=1392 36 365 115 140 238 606 142 87
internal_value=0 -0.000624421 0.000756689 -0.000410093 0.000957737 -0.00068405 0.002449 0.00544019
internal_weight=0 0.0113479 0.00996389 0.00884184 0.00752208 0.0065093 0.00458841 0.00294116
internal_count=3121 3085 2720 2605 1213 975 369 229
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=10
num_cat=0
split_feature=1 12 43 52 12 16 0 0 151
split_gain=3.74211e-05 6.57421e-05 5.85936e-05 8.41232e-05 7.85417e-05 8.25964e-05 0.000119868 8.32714e-05 8.61222e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.10898500000000001 0.095110000000000014 0.064860000000000015 -0.084044999999999995 -0.13843999999999998 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0090919255387261096 0.0068179728958586896 -0.010503186469982247 -0.0063929889739600138 -0.010669281122333313 0.0096557131312983366 -0.01080720509312562 0.012757414848532688 -0.011252986077096357 0.0072218577675658398
leaf_weight=0.0010794906614918507 0.0011702517798538982 0.0010142175086028148 0.0013142332216641572 0.0012143266200431374 0.0013189251969025579 0.0011653409938266321 0.0011121966322577897 0.0011610612418694356 0.0017545670705431142
leaf_count=139 169 121 123 455 378 315 563 711 147
internal_value=0 -0.000741854 0.000236404 -0.000820981 0.000707074 -0.00110664 0.00100948 -0.00207951 0.00139121
internal_weight=0 0.0111344 0.0101201 0.00904065 0.00782632 0.0065074 0.00534206 0.00422986 0.0030688
internal_count=3121 2952 2831 2692 2237 1859 1544 981 270
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=12
num_cat=0
split_feature=484 43 13 40 48 2 15 160 0 13 16
split_gain=0.000238678 0.000113771 0.000138855 0.000125316 0.000121306 0.000141933 0.000179288 0.000142198 0.000154425 5.61541e-05 7.23461e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.25761500000000009 -0.03549999999999999 0.11951500000000001 0.098260000000000014 -0.0058549999999999991 0.086075000000000013 -0.053834999999999994 -0.063184999999999977 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 9 -5 -11
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00087014250938450687 0.00071196871039438871 -0.00055305140583922555 -0.00056693414432694672 -1.0662176108766454e-06 -0.00054008159010734719 0.00084853092136583498 -3.5071513586027802e-05 -0.0006630729543033204 -0.00033237212670201221 0.00020730823437051983 0.00085449046714794192
leaf_weight=0.0010989740765444374 0.0013622582678175866 0.0010438369236190582 0.0010479138024504517 0.0012290608733061901 0.0010125832120081906 0.0019978764454579188 0.0014751557270074479 0.0010285779447239893 0.001912736516995779 0.0014200088052149923 0.0011594815133795506
leaf_count=503 268 193 75 662 62 315 219 103 125 477 119
internal_value=0 5.86277e-05 0.000105419 0.000161347 9.4586e-05 0.00015745 0.000473225 -5.0264e-06 0.000113278 0.000337093 0.000498217
internal_weight=0 0.0146895 0.0136457 0.0125977 0.0112355 0.0102229 0.00347303 0.00674987 0.00572129 0.00380855 0.00257949
internal_count=3121 2618 2425 2350 2082 2020 534 1486 1383 1258 596
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=14
num_cat=0
split_feature=484 457 43 15 160 43 4 0 4 16 13 2 474
split_gain=0.000184384 0.00013169 0.000143383 0.000141412 0.000149646 0.000170143 0.000195297 0.000190169 0.000177166 0.000224103 9.99312e-05 7.49567e-05 4.74231e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.18116500000000002 0.084050000000000014 -0.080409999999999995 -0.090869999999999992 -0.0016099999999999997 -0.071924999999999989 0.053180000000000012 -0.27167499999999994 0.23855500000000004 0.090310000000000015 0.08214500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 10 7 -7 -8 11 -6 -10 -3
right_child=1 2 -4 -5 5 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.00075614670533408744 -0.00060772887403032921 -0.0005416356144696484 -0.00056773355588986241 -0.00044971960076658411 -0.00055467063141724125 0.0014311409379116746 -0.00042185539203011503 0.0004350164985554964 -0.00030989033380276191 0.0010461765726229649 0.00023861529328201821 0.00041153390558198332 3.7840532765718996e-05
leaf_weight=0.0010873694232054589 0.0010148424703900474 0.0010043383350912182 0.0010688628071575954 0.0012570328154180204 0.0010738034129020493 0.0011525100673816066 0.001167526466400861 0.0016629315120582273 0.0010447404804486342 0.0012904663113820747 0.0011880817347039163 0.0010023362932286561 0.0010021558447249612
leaf_count=503 156 210 193 857 161 195 125 223 58 147 47 130 116
internal_value=0 4.7691e-05 9.54925e-05 0.000150677 0.000215801 0.000313801 0.000453394 0.000842783 0.000210045 0.000431094 -0.000137988 4.33498e-05 -0.000252213
internal_weight=0 0.0149296 0.0139148 0.0128459 0.0115889 0.0095824 0.00732051 0.00281544 0.00450507 0.00333754 0.00226189 0.00204708 0.00200649
internal_count=3121 2618 2462 2269 1412 1086 878 418 460 335 208 188 326
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=10
num_cat=0
split_feature=47 42 475 43 52 0 0 151 2
split_gain=3.66437e-05 6.03343e-05 8.30963e-05 8.08806e-05 0.00010326 7.05751e-05 9.21544e-05 8.11974e-05 7.09591e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.061959999999999994 0.089325000000000015 -0.10151999999999999 -0.14920999999999998 -0.0083949999999999979 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -7
right_child=-2 2 3 5 -6 8 -8 -9 -10
leaf_value=-0.0068343993349484038 -0.0066682758505009973 -0.00757299055293048 0.015019735594184323 -0.0078878814029195339 -0.00020557118726234724 -0.0097160601644253452 0.013020234487668699 0.0053094998396231597 0.001895833678824535
leaf_weight=0.0012936295000391335 0.0010106138601838005 0.0011766049363680911 0.0013650725265145986 0.0010010473372012996 0.0010421997666013004 0.0013600136494193458 0.0010540940648801648 0.0016185768272000967 0.0014348185575146959
leaf_count=849 65 448 508 64 238 504 125 130 190
internal_value=0 0.000569857 0.0015227 0.00272845 0.00842812 0.000607315 0.00392579 0.000266332 -0.00375471
internal_weight=0 0.0113461 0.0100524 0.00887582 0.00240727 0.00646855 0.00367372 0.00261962 0.00279483
internal_count=3121 3056 2207 1759 746 1013 319 194 694
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=9
num_cat=0
split_feature=1 16 49 3 3 1 52 150
split_gain=3.63211e-05 5.54337e-05 7.46928e-05 0.00015871 0.00012083 7.2789e-05 9.26561e-05 4.67997e-05
threshold=0.13686500000000004 -0.008904999999999998 -0.043469999999999995 -0.10831999999999999 0.095270000000000007 0.10337500000000001 0.091275000000000009 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -3 -1
right_child=-2 5 3 4 -6 -7 -8 -9
leaf_value=-0.0030255902785367899 0.0068190964076997266 -0.0073064209347161397 -0.019693994462859042 0.0046659686872472742 -0.011412785154931805 0.010924012876943121 0.0068389930662273316 0.0087092730799971148
leaf_weight=0.0011323578621520993 0.0011807158924842685 0.0016423092398692172 0.0011043473985595685 0.001980471707191454 0.0013043654613204003 0.0013098661445064899 0.0014825073923386669 0.0011552161344961752
leaf_count=131 169 676 152 1420 91 233 129 120
internal_value=0 -0.000747981 -0.00310923 -0.0062414 -0.00171869 0.00280707 -0.000595409 0.00290047
internal_weight=0 0.0111114 0.00667676 0.00438918 0.00328484 0.00443468 0.00312482 0.00228757
internal_count=3121 2952 1914 1663 1511 1038 805 251
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=13
num_cat=0
split_feature=484 15 11 3 16 0 3 160 52 43 0 2
split_gain=0.000172664 0.000116101 0.000132983 0.000134503 0.000176027 0.000168037 0.000197483 0.000136091 0.000101202 0.000106038 4.21789e-05 3.48171e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.27167499999999994 -0.10607499999999999 -0.077774999999999983 0.086325000000000013 0.095415000000000014 -0.067899999999999974 0.10455500000000001 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 7 -7 11 9 -8 -3 -6
right_child=1 2 -4 4 5 6 8 -9 -10 -11 -12 -13
leaf_value=-0.00074925578895214417 0.00054411221695873496 0.00077807635710640407 -0.00066566929945972213 -0.00061318377160835946 0.00095199615340266349 -0.00082873579264275377 0.00024174595179127611 -0.00015725952216012697 0.00044029851448510626 -0.00060987912083072424 0.00022534501373570962 0.00045493893380697787
leaf_weight=0.001074951269820496 0.0015628409918723449 0.0010004878183491649 0.0010520518145713522 0.0016763943421345207 0.0010425620983163268 0.0011949148260345919 0.0010402975629513079 0.0010061240060438847 0.0015719766704957762 0.0011240952841304959 0.0010410527007351789 0.0010404863514251253
leaf_count=503 232 81 155 175 38 1142 137 52 213 264 30 99
internal_value=0 4.9508e-05 -1.09268e-05 4.77544e-05 -4.66638e-05 7.17473e-05 -0.000148481 0.000423301 6.90682e-05 -0.000200553 0.000496219 0.000703715
internal_weight=0 0.0143533 0.0127904 0.0117384 0.00969685 0.00802046 0.00493128 0.00308917 0.00373637 0.00216439 0.00204154 0.00208305
internal_count=3121 2618 2386 2231 2120 1945 1756 189 614 401 111 137
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=12
num_cat=0
split_feature=484 15 11 457 48 0 15 1 42 3 13
split_gain=0.000191709 0.000143127 0.00012805 0.000117308 0.000120252 0.000227213 0.000128884 0.000210029 0.000195282 0.000166728 0.000110719
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -1.0000000180025095e-35 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10538500000000002 0.084050000000000014 -0.074084999999999998 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 8 10 -5 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00080424638548281299 0.00062076362641212527 -0.0005869391642836678 -0.0006754284280020644 0.00019734701404815598 -0.00025597262979336512 0.000884591658360778 0.00055723231531713108 0.00097238957002584103 -0.00072905507644938311 -0.00076884046101613381 -0.00019422325190820294
leaf_weight=0.0010636843065271072 0.0015523419807117458 0.0010226194291952971 0.0010219898920585122 0.0012024612490087018 0.0010800731235320882 0.0017752125508406743 0.0017283966846589728 0.0010047768144498398 0.0011141541852365657 0.0016008153887041854 0.001336939381531903
leaf_count=503 232 149 155 305 37 337 232 71 498 187 415
internal_value=0 5.82938e-05 -9.45792e-06 4.79032e-05 0.000107777 0.000453149 -1.5682e-05 0.00016747 -2.60381e-05 -0.000354396 0.000229487
internal_weight=0 0.0144398 0.0128874 0.0118654 0.0108428 0.00285529 0.00798754 0.00518427 0.00417949 0.00280328 0.00306534
internal_count=3121 2618 2386 2231 2082 374 1708 1216 1145 492 647
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=12
num_cat=0
split_feature=484 43 43 42 457 0 3 0 160 48 4
split_gain=0.000197645 0.000113178 0.000142872 0.000110772 0.00010959 0.000122162 0.000236121 0.00019544 0.000170739 0.000100102 7.87679e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.052984999999999997 -0.13927999999999999 -0.074479999999999977 -0.076214999999999991 0.085325000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 8 -6 10 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00081545540304244196 -0.00038753881477089663 -0.00055982260737738566 0.00076600871644067967 -0.00048759658108364471 -0.0004854624185864437 0.00055465107011457341 -0.00058199710335879223 0.0011084990855822535 0.0002375146456481495 2.1270582717010032e-05 0.00092246348918356518
leaf_weight=0.0010465141283916212 0.001906718092127258 0.0010439115159391098 0.0010851194571405822 0.0010020978467917717 0.0011186488430959002 0.0010902676988686633 0.0017747398115878325 0.0010005518427649435 0.0011463961877457422 0.001882978952085087 0.001352286317414751
leaf_count=503 663 193 93 149 300 110 235 228 358 136 153
internal_value=0 4.97722e-05 9.74049e-05 3.82983e-05 0.000116612 0.000181259 -0.00014945 0.000327006 0.000184846 0.000355977 0.000608209
internal_weight=0 0.0144037 0.0133598 0.0122747 0.010368 0.00936587 0.00286501 0.00650086 0.00550031 0.00438166 0.00249868
internal_count=3121 2618 2425 2332 1669 1520 345 1175 947 647 511
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=9
num_cat=0
split_feature=4 42 49 15 15 12 52 15
split_gain=3.68202e-05 6.21883e-05 8.1739e-05 0.000121866 7.05647e-05 0.000124351 6.07968e-05 2.83594e-05
threshold=0.27287000000000006 0.092620000000000022 -0.006494999999999999 -0.074054999999999996 -0.037864999999999989 0.051320000000000005 0.083680000000000018 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -2
right_child=7 -3 4 -5 5 6 -8 -9
leaf_value=0.0035003940592959583 -2.2029590475354615e-05 -0.01049220383377183 -0.0042987918547743743 -0.016154058059903217 0.014995893499694202 -0.0091011192337332528 0.0057314735296267096 0.0097016035815740229
leaf_weight=0.0012596180021105397 0.001208127198455468 0.0013000015632021909 0.0018656381328309877 0.0013305757799058323 0.0018640504671604483 0.001004993691123409 0.0012999706206602642 0.0012535664160906335
leaf_count=191 167 526 621 290 157 504 480 185
internal_value=0 -0.00125822 0.000133597 -0.00659605 0.00302209 0.0062982 -0.000735725 0.00492953
internal_weight=0 0.00992485 0.00862485 0.00259019 0.00603465 0.00416901 0.00230496 0.00246169
internal_count=3121 2769 2243 481 1762 1141 984 352
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=9
num_cat=0
split_feature=47 52 12 2 13 48 16 12
split_gain=3.65115e-05 6.06209e-05 7.04118e-05 9.24774e-05 0.00010294 0.000103179 8.39419e-05 6.56452e-05
threshold=0.13148500000000005 0.11434500000000002 0.097825000000000009 0.089885000000000007 -0.00096999999999999983 0.085485000000000019 -0.084119999999999986 0.11650500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -4
right_child=-2 -3 7 4 5 -7 -8 -9
leaf_value=-0.013766594595542662 -0.0068005333175941299 -0.0068615875945925624 0.013559095974036199 0.0097415614844495561 -0.0075418700900005166 0.0067562703724268636 -0.00070912844513613157 0.00067659275775788059
leaf_weight=0.001031315788712758 0.0010070090367983878 0.0013325967486702553 0.0011533893098046504 0.0019379234818625792 0.0016127414048734408 0.0012264212587613788 0.0019926242079168106 0.0010367824177627703
leaf_count=462 65 476 285 530 234 73 887 109
internal_value=0 0.00058172 0.00157449 -7.8116e-05 0.00314027 -0.00136556 -0.00516238 0.00746078
internal_weight=0 0.0113238 0.0099912 0.00780103 0.00477709 0.00283916 0.00302394 0.00219017
internal_count=3121 3056 2580 2186 837 307 1349 394
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=10
num_cat=0
split_feature=147 0 0 15 4 3 16 52 3
split_gain=3.46435e-05 7.11828e-05 7.96827e-05 7.38057e-05 7.62305e-05 5.52183e-05 5.43433e-05 7.62732e-05 4.85757e-05
threshold=0.089025000000000007 -0.062294999999999996 -0.10151999999999999 -0.03241999999999999 -0.49405499999999997 -0.10023499999999998 -0.27167499999999994 -0.0064899999999999992 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1 8 -8
right_child=-2 3 -4 4 5 -7 7 -9 -10
leaf_value=-0.0081691018226147522 0.0076183467429599147 0.014123491001219126 -0.013090608066124292 -0.010207141826106788 0.012507862208503213 -0.0019974849578473122 -0.010192532839805394 0.010089390907824406 0.0036839822979635494
leaf_weight=0.0016022372931989576 0.0011475698936589404 0.0011023235107202045 0.0015201334247620718 0.0010152243168752018 0.0010893114757379863 0.0011526070195916815 0.0011180050912574235 0.0014866501027866377 0.0010382454518841344
leaf_count=212 124 239 1876 145 67 114 145 134 65
internal_value=0 -0.000811757 -0.00377802 0.00379146 0.000294769 0.00505043 -0.00107907 0.0020393 -0.00351092
internal_weight=0 0.0111247 0.00676527 0.00435947 0.00325714 0.00224192 0.00524514 0.0036429 0.00215625
internal_count=3121 2997 2432 565 326 181 556 344 210
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=10
num_cat=0
split_feature=376 12 133 43 4 0 3 4 4
split_gain=3.25382e-05 6.97984e-05 7.67308e-05 0.000149309 8.97138e-05 0.000116148 8.61687e-05 0.00014004 0.000135482
threshold=0.048375000000000008 -0.029094999999999999 1.0000000180025095e-35 -0.15582499999999996 -0.27825499999999997 -0.046359999999999991 0.090900000000000009 0.053180000000000012 0.057560000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -8
right_child=-2 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.011003329140538016 0.0067715561296822092 0.016073754092379312 -0.009460080677635067 -0.012247435963621959 -0.016195207893990152 0.013250224080985211 0.014270351738834846 0.0024319581541352975 -0.0062699912795317354
leaf_weight=0.0010868708718550892 0.0011627287045069606 0.0011587471408745558 0.001259420978627441 0.0010055501687130913 0.001361873587892414 0.00123201149238666 0.0012685767873793774 0.0015972202568650335 0.0010851583504017451
leaf_count=248 166 90 979 184 985 89 100 181 99
internal_value=0 -0.000733697 0.000386 0.00180983 -0.00037923 0.0014442 -0.00129354 -0.00614088 0.0048005
internal_weight=0 0.0110554 0.00996856 0.00870914 0.00755039 0.00654484 0.00531283 0.00295909 0.00235374
internal_count=3121 2955 2707 1728 1638 1454 1365 1166 199
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=10
num_cat=0
split_feature=124 484 160 52 0 16 151 1 2
split_gain=3.07698e-05 4.20525e-05 9.08864e-05 0.000100439 0.000122665 0.000193713 6.56481e-05 0.00010981 4.77982e-05
threshold=-0.043384999999999993 0.084040000000000017 -1.0000000180025095e-35 0.10744000000000002 -0.053834999999999994 0.15891500000000003 -0.0083949999999999979 0.095285000000000022 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
leaf_value=0.0063310992482073798 -0.01043576302639967 0.0060619772632657222 -0.0052450924548488936 0.010362810307141056 0.0012352698210197871 -0.020083300230582954 -0.0037701848710150815 0.0046492030420815286 0.015923966288305929
leaf_weight=0.0010061074771516359 0.0013779864078115765 0.0012159369288213288 0.0013443076188814846 0.0011708235141779794 0.0013438657970709983 0.0011241187701875044 0.0013799097983792606 0.0011588363330064036 0.0010111467398010859
leaf_count=259 601 343 215 164 113 184 1035 97 110
internal_value=0 -0.000589265 -0.00140528 5.30462e-05 -0.00158654 -0.00847492 0.00188705 0.00458792 0.0099029
internal_weight=0 0.0111269 0.00991099 0.00853301 0.00736219 0.00246798 0.0048942 0.00354989 0.00216998
internal_count=3121 2862 2519 1918 1754 297 1457 1242 207
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=13
num_cat=0
split_feature=484 43 43 15 15 2 16 133 43 4 160 4
split_gain=0.000168535 0.000132189 0.000134089 0.000131191 0.000128904 0.000149773 0.000206331 0.000204522 0.000198417 0.000149275 0.000215791 4.96269e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.0010100000000000003 -0.24436499999999997 -0.11713499999999999 0.084245000000000014 0.066275000000000014 1.0000000180025095e-35 -0.088004999999999986 -0.059649999999999988 0.086870000000000017 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 11 8 -7 -10 -11 -6
right_child=1 -3 -4 4 5 7 -8 -9 9 10 -12 -13
leaf_value=-0.00071302576864507928 0.00052054896275094474 -0.00058271835161539986 0.00055708476258930194 -0.00061306939977521071 0.00092018421392839128 0.00067589694861290019 -0.00034970352671270967 -0.00087387626257501533 -0.00079441415881611956 0.00047284068632494466 -0.00062288566831266237 0.00038465918367401299
leaf_weight=0.0010777756481494356 0.0015624323067056139 0.0010691201345149537 0.0018335191130685784 0.0012387864934683699 0.0010880337456900674 0.0011513571809169264 0.0010628099799541756 0.001106260056111333 0.0010429795032107976 0.0015354885487100364 0.0010220176113149293 0.0012926148150095365
leaf_count=503 178 193 335 144 360 130 95 516 337 186 43 101
internal_value=0 4.34095e-05 9.14427e-05 2.09e-05 -5.31647e-05 2.14036e-05 0.000327212 -0.000158354 8.22469e-06 -0.000205282 3.49721e-05 0.000629412
internal_weight=0 0.0150054 0.0139363 0.0121028 0.0105403 0.00930156 0.00344346 0.0058581 0.00475184 0.00360049 0.00255751 0.00238065
internal_count=3121 2618 2425 2090 1912 1768 556 1212 696 566 229 461
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=12
num_cat=0
split_feature=484 150 15 11 3 16 0 3 1 0 4
split_gain=0.000191833 9.58124e-05 0.000114326 0.000140578 7.99266e-05 0.000109628 0.000147061 0.000183122 0.000125127 0.000117497 3.51714e-05
threshold=-0.0068949999999999992 0.12187000000000002 -0.24436499999999997 0.079915000000000014 -0.12018999999999998 -0.27167499999999994 -0.10607499999999999 -0.077774999999999983 0.095025000000000012 -0.17169499999999996 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 9 -8 -9 -7 -4
right_child=1 -3 3 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00076542832448446368 0.00064147882710386967 -0.00049554587797840841 0.00067167406132734233 -0.00061572075716644537 -0.00045029501781371055 7.617605496700985e-05 -0.00071598614874283863 -0.00026806356733983421 0.00043017268807327911 0.000835433558866812 0.00018632823761425318
leaf_weight=0.0010720718703832689 0.0011603730006562131 0.0010375108648257849 0.0010057362367206224 0.0010381924300615899 0.0014212640621505922 0.0014277226382466424 0.0011900795944764135 0.0015706511808321073 0.0019817321173488944 0.0013573892146103031 0.0010335899677915749
leaf_count=503 226 73 28 155 149 59 1124 394 209 118 83
internal_value=0 4.50814e-05 8.76171e-05 3.41773e-05 9.55815e-05 2.03547e-05 0.000109217 -8.8694e-05 0.000121454 0.000446218 0.000425687
internal_weight=0 0.0142242 0.0131867 0.0120264 0.0109882 0.00894884 0.00752757 0.00474246 0.00355238 0.00278511 0.00203933
internal_count=3121 2618 2545 2319 2164 2053 1904 1727 603 177 111
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 2 2 52 3
split_gain=3.83591e-05 6.53501e-05 5.41546e-05 6.08943e-05 0.000108874 9.10799e-05 0.000115809 6.5598e-05 4.33211e-05
threshold=0.13686500000000004 0.11650500000000001 0.090485000000000024 0.078340000000000007 -0.070064999999999975 0.089885000000000007 0.10097500000000002 0.084240000000000023 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10
leaf_value=0.014501510800722327 0.0069294990315764676 -0.010531038026437237 -0.0086258200684719444 -0.0076959808935753498 -0.0089696461925110622 0.011157899545101621 0.0019368693211804699 0.0016143483293161232 -0.0093812309382388086
leaf_weight=0.0015329880530818522 0.001161082574377169 0.0010051056769268115 0.00100547587798784 0.0010901408032812929 0.0015797268955545255 0.0015052328188851923 0.0011775788798908588 0.0010951333309999608 0.0010212773293152289
leaf_count=693 169 121 310 166 795 266 214 318 69
internal_value=0 -0.0007558 0.000225973 0.00121466 0.00244241 -0.000884659 0.00256344 0.00913145 -0.00331992
internal_weight=0 0.0110127 0.0100076 0.00900208 0.00791194 0.00528382 0.00370409 0.00262812 0.00219886
internal_count=3121 2952 2831 2521 2355 1344 549 1011 283
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=12
num_cat=0
split_feature=484 4 151 160 13 2 48 1 3 43 4
split_gain=0.000200647 0.000133101 0.000147861 0.000175591 0.00019441 0.0002368 0.000183455 9.49256e-05 0.000198662 0.00018189 8.81188e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.085604999999999987 -0.082299999999999984 -0.083364999999999981 0.10613000000000002 0.092265000000000014 0.089105000000000018 -0.059315 -0.074359999999999996 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -6 -9 -3
right_child=1 10 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0008113694796710642 0.00066011913784045631 0.0008636129461071266 -0.00074948119447088729 0.00078919460078859683 -0.00050129090562264843 -0.00030078546254553852 0.00050645797111842047 -8.3446889774792935e-05 0.00058049287150726539 -0.0010804226477987651 0.00016647948634630787
leaf_weight=0.0010844255383229582 0.0010076899445360396 0.0010336707280870637 0.0013838584469689089 0.0019447589154512612 0.0016762983541077658 0.0011855753244328082 0.0011057656864137469 0.0012885565107918773 0.0010024882118802258 0.0014230660281929208 0.0019046209228425486
leaf_count=503 202 106 389 309 704 94 104 111 100 259 240
internal_value=0 4.49702e-05 -4.46979e-05 -0.000109204 -1.71611e-05 0.000376378 -0.000206797 -0.000353111 -9.64526e-05 -0.000606662 0.000411726
internal_weight=0 0.0149563 0.0120181 0.0110104 0.00962651 0.00313033 0.00649617 0.00539041 0.00267879 0.00271162 0.00293829
internal_count=3121 2618 2272 2070 1681 403 1278 1174 804 370 346
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=13
num_cat=0
split_feature=14 484 475 15 15 15 3 4 0 1 133 43
split_gain=0.000332987 0.000195925 0.000204319 0.000146026 9.69861e-05 0.000125304 0.00021336 0.000165662 0.000139311 0.00022689 0.000106166 0.000128398
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.033845000000000007 -0.11013499999999998 1.0000000180025095e-35 0.084415000000000018 -0.0087399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 -7 10 11 -10
right_child=-2 2 3 4 5 8 7 -9 9 -11 -12 -13
leaf_value=-0.000710009243340479 -0.0010622170579259003 0.00085090493818306876 0.00068953593351022237 -0.00050482134159749955 0.0008746151143682663 0.00044507917147835129 0.00037741749705735291 -0.00047255323070682643 0.00075342446147231125 -0.00084460218361252575 -0.00042881825450519668 -0.0001621349212507928
leaf_weight=0.0011179237696624404 0.0010164124793491927 0.001208243822036755 0.0011330265663019061 0.0012976559074435916 0.001446301743595918 0.0011948405219378167 0.0018688980563793213 0.001443589855781616 0.0010004929849851958 0.0016511390780313481 0.0012721463530392177 0.0011925513129176341
leaf_count=479 104 315 196 169 278 65 210 121 230 416 244 294
internal_value=0 5.06006e-05 0.000108409 4.19597e-05 -1.73663e-05 3.97747e-05 0.000270686 6.9983e-06 -0.000134339 -0.000269653 4.30628e-06 0.000255554
internal_weight=0 0.0158268 0.0147089 0.0135006 0.0123676 0.01107 0.00475879 0.00331249 0.00631117 0.00511633 0.00346519 0.00219304
internal_count=3121 3017 2538 2223 2027 1858 609 331 1249 1184 768 524
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=13
num_cat=0
split_feature=484 42 1 150 15 11 4 2 2 4 151 2
split_gain=0.000178767 0.000103043 0.000105091 0.000142782 0.000151183 0.000106217 0.000147571 0.000102979 0.000107672 0.000104869 8.54213e-05 7.14633e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.13686500000000004 0.116995 -0.24436499999999997 0.077415000000000012 0.098655000000000007 0.096540000000000015 0.084245000000000014 -0.00099499999999999979 -0.0067699999999999991 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -10 -9
right_child=1 -3 -4 -5 5 -7 -8 11 10 -11 -12 -13
leaf_value=-0.00074530256612749535 0.00078139047522806087 -0.00049959052259246903 0.00061829000363018292 -0.00062526403101791019 0.00071878005071229171 -0.0005317528416252063 -0.0003951475719591917 0.0008796453563395582 0.00013875782255448098 -9.378832594464068e-05 -0.00060882713887210234 0.00025975887268307865
leaf_weight=0.0010824582372939229 0.001059092171672796 0.0011227540745142326 0.001236324810317639 0.0010426696796367032 0.0011741272167550207 0.0010591640090109608 0.0017284355530027395 0.001087659818986687 0.001021138818951859 0.001085867097941228 0.001159113285306647 0.0016822444211854817
leaf_count=503 104 311 125 86 430 142 162 155 146 99 628 230
internal_value=0 4.87414e-05 9.49059e-05 4.14266e-05 0.000104296 3.25694e-05 9.94379e-05 0.000218001 4.01079e-05 0.000328363 -0.00025869 0.00050317
internal_weight=0 0.0144586 0.0133358 0.0120995 0.0110568 0.00999775 0.00893859 0.00721015 0.00444025 0.00225999 0.00218025 0.0027699
internal_count=3121 2618 2307 2182 2096 1992 1850 1688 1303 529 774 385
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=13
num_cat=0
split_feature=14 484 15 151 4 0 4 3 13 3 0 4
split_gain=0.000306039 0.000262478 0.000144714 0.000151106 0.000158813 0.000168903 0.000154512 0.000138778 0.000105451 9.29728e-05 7.64388e-05 4.12362e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.077959999999999988 -0.0029599999999999995 -0.055064999999999996 0.053180000000000012 -0.074084999999999998 -0.074044999999999986 -0.05647499999999999 -0.11756999999999999 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 -5 -6 -8 -7 -4 -9 -10
right_child=-2 2 3 4 6 8 7 10 11 -11 -12 -13
leaf_value=-0.00086037050924524293 -0.0010310033007085676 0.00076543447269007366 0.00013830008897610066 0.0006587919436932165 -0.00078712945034609279 0.00038565155238612614 0.00042219281772751108 -0.00073763399079972798 -4.4924324872808768e-05 0.00094438405912204227 -4.69260214256985e-05 -0.00057799554246064149
leaf_weight=0.001054102309827388 0.0010038176323196859 0.0012250679003770115 0.0010509608542604298 0.0019908570202715357 0.0014587876528040665 0.0013098398601831818 0.0014314227643317692 0.0010070477747797235 0.0010927178545643845 0.0010641425406145806 0.0014368968016156892 0.0010530163724882524
leaf_count=479 104 228 181 1139 220 51 142 67 140 155 103 112
internal_value=0 6.49688e-05 0.000134045 7.40637e-05 -1.81071e-05 0.000212795 -0.000253869 -5.31367e-05 -4.41567e-05 0.000543854 -0.000331538 -0.000306528
internal_weight=0 0.0151749 0.0141208 0.0128957 0.0107806 0.00544643 0.00533415 0.00387537 0.00345557 0.0021151 0.00244394 0.00214573
internal_count=3121 3017 2538 2310 1974 1442 532 312 303 336 170 252
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=12
num_cat=0
split_feature=484 42 15 13 1 15 42 15 1 3 49
split_gain=0.00019855 9.63995e-05 9.149e-05 0.000132808 0.000124404 0.000173051 0.000178579 0.000144887 0.00016237 0.000138906 8.97574e-05
threshold=-0.0068949999999999992 0.10256000000000001 1.0000000180025095e-35 -0.010739999999999998 1.0000000180025095e-35 -0.016799999999999995 0.086375000000000021 -0.074054999999999996 0.111945 -0.028564999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 7 8 10 -2 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.000763766369643629 -0.00065597989595293674 -0.00046349190104048204 0.00025433404111392872 -0.00062476348193430374 0.00027306547787144615 0.0009307688739944184 0.00084259559612574482 -0.00049351917386654626 0.00063445934196163542 0.00019257848319937783 -0.00039093301139473693
leaf_weight=0.0010330639496121162 0.0011075686086058083 0.0010678303612195105 0.0010312829546348431 0.0012442795747456938 0.0012641960110686447 0.001167065229345109 0.0011027797973488284 0.001268460580056226 0.0017266580369760557 0.001477415489749227 0.0014165743438537305
leaf_count=503 500 311 511 395 81 197 172 92 181 75 103
internal_value=0 5.94148e-05 0.000103017 -0.000226357 0.00017419 0.00028649 0.000175566 4.59677e-05 0.000201232 -0.000170997 -7.7805e-05
internal_weight=0 0.0138741 0.0128063 0.00227556 0.0105307 0.00794573 0.00677867 0.00567589 0.00440743 0.00258498 0.00268077
internal_count=3121 2618 2307 906 1401 826 629 457 365 575 184
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=14
num_cat=0
split_feature=484 43 15 42 2 0 13 1 1 1 48 43 1
split_gain=0.00020646 0.000154407 0.000151484 0.000204459 0.000143832 0.000144187 0.000155292 0.000152592 0.000138375 0.000296845 0.000117273 0.000109994 0.000142152
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.098035000000000011 -0.18113999999999997 -0.08971999999999998 0.099660000000000012 1.0000000180025095e-35 0.086560000000000012 0.085325000000000012 -0.079109999999999986 0.10797500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 -6 -7 -8 -2 -10 11 -11 -13
right_child=1 -3 3 -5 5 6 7 -9 9 10 -12 12 -14
leaf_value=-0.00079095675939648287 -0.00058098085539266993 -0.00064603598501141205 -0.00073398676526113512 0.00035016641854407506 -2.9051179171838099e-05 0.0012581630766759447 -0.0001551873762858913 0.00085486507372467861 0.0010649051291681852 -0.00037916346158545732 -0.00062386015511181603 0.00081946036453791878 -0.00010322696380389384
leaf_weight=0.0011251488742399342 0.0011510904185204887 0.0010652788241847051 0.001589753321191158 0.0010106251332161727 0.0015521287887459989 0.0010664396315405167 0.0010078171791111797 0.0011234721201150793 0.0010037142767678198 0.0011610792802650453 0.0010379402533672866 0.0011140925822778402 0.0012681215145762589
leaf_count=503 358 193 494 508 84 107 188 228 70 125 97 83 83
internal_value=0 4.57961e-05 9.81161e-05 -0.000312636 0.000191109 0.000442262 0.00067103 0.000377244 1.40113e-05 0.000136643 -6.67327e-05 9.64672e-05 0.000328287
internal_weight=0 0.0151516 0.0140863 0.00260038 0.0114859 0.00474986 0.00319773 0.00213129 0.00673604 0.00558495 0.00458123 0.00354329 0.00238221
internal_count=3121 2618 2425 1002 1423 607 523 416 816 458 388 291 166
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=13
num_cat=0
split_feature=484 1 12 15 43 16 16 2 49 2 4 3
split_gain=0.00016119 0.000119275 0.000118287 0.000103524 9.0484e-05 0.000201398 0.000135987 0.000279884 0.000163684 0.000151034 0.000120215 6.3913e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.11650500000000001 -0.24436499999999997 -0.20207499999999998 0.22339500000000004 -0.014034999999999997 0.094835000000000017 -0.043469999999999995 0.10060500000000001 -0.0016099999999999997 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 11 10 -10 -6
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0006634130537915777 0.00057926396518154385 0.00052582481506427295 -0.00051657860943442747 0.0004255259063943128 0.00057709105067175169 -0.00079651591547238553 -0.00010534712944442918 0.0010740511463550062 0.00032838476216616512 -0.00077334338482105297 -0.00047035143506789603 -4.7260450172059911e-06
leaf_weight=0.0010422966071592056 0.0010138817277820711 0.0014143417630793761 0.0012465919965031535 0.001319026357831825 0.001007807916926022 0.0010096090610238915 0.001535644117229334 0.0010119305295331477 0.0011757690627983916 0.001481212602324374 0.0011109759494404422 0.0013247138827008342
leaf_count=503 126 162 95 116 106 311 355 100 830 168 181 68
internal_value=0 4.5227e-05 -6.12308e-06 4.69461e-05 -2.22239e-06 -6.06435e-05 2.52653e-05 0.000363126 -0.000115826 -0.000340219 -5.96676e-05 0.000246658
internal_weight=0 0.0146515 0.0132372 0.0119906 0.0109767 0.00965766 0.00864805 0.00254757 0.00610048 0.00376796 0.00228675 0.00233252
internal_count=3121 2618 2456 2361 2235 2119 1808 455 1353 1179 1011 174
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 2 2 2 16
split_gain=3.41135e-05 5.7139e-05 5.86037e-05 7.12352e-05 0.000101559 7.97524e-05 7.72006e-05 9.64095e-05 4.43959e-05
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 0.079915000000000014 -0.070064999999999975 0.086950000000000013 0.089885000000000007 0.10097500000000002 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9
right_child=-2 -3 -4 -5 6 -7 7 8 -10
leaf_value=0.014263945211976563 0.0060567661926487293 -0.0091884133929680187 -0.0084826479589122129 -0.0084242097122466907 -0.0076741411092613454 0.0015693498887828601 0.0094896175484120281 -0.008084578281693568 0.0025180675499405151
leaf_weight=0.00145793519477926 0.0011948094738672256 0.0010294637899998663 0.0010124012699461596 0.0010020604028719163 0.0016262203793275471 0.0013866693968812875 0.0015446978193494497 0.0011346310847129004 0.0011339651313684897
leaf_count=441 169 121 306 158 796 580 267 83 200
internal_value=0 -0.000675786 0.00017515 0.00111904 0.00227341 0.00807567 -0.000760889 0.00218734 -0.00278481
internal_weight=0 0.011328 0.0102986 0.00928618 0.00828412 0.0028446 0.00543951 0.00381329 0.0022686
internal_count=3121 2952 2831 2525 2367 1021 1346 550 283
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=13
num_cat=0
split_feature=484 43 15 2 0 43 1 15 1 52 13 3
split_gain=0.000187544 0.000101526 0.000153687 0.000143866 0.000132321 0.000202152 0.000118378 0.000274903 0.000142341 0.000197688 0.000141424 0.000115054
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 -0.15202999999999997 -0.025214999999999998 1.0000000180025095e-35 -0.016799999999999995 0.10638500000000002 -0.066844999999999988 0.0061450000000000003 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 8 9 -8 -10 -4
right_child=1 -3 11 4 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.00080116973203877098 -0.00057892509817160506 -0.00054764204100913303 1.3649334840916076e-05 3.7405709885947455e-05 6.2084524288161968e-05 0.0011371223027059271 -0.00032241753239186836 0.0010422812249182287 7.1755707767666747e-05 0.00085997742635916189 -0.00093748409156996432 -0.00084860192446624242
leaf_weight=0.0010729517883679264 0.0011137045457250642 0.0010214744035693625 0.0014015247025266613 0.0017812110718856689 0.0010996269702460496 0.0017313141301115867 0.0011015298330415641 0.001014659761054389 0.0010300035450623952 0.0010734087313242205 0.0011081269756851864 0.0010338522859326344
leaf_count=503 358 193 629 106 256 245 100 100 134 93 31 373
internal_value=0 4.83675e-05 9.35013e-05 0.000191742 0.000456102 0.000719544 2.45617e-06 0.000123988 -9.2043e-05 0.000261136 -0.000451302 -0.000352389
internal_weight=0 0.0145104 0.013489 0.0110536 0.00461215 0.00283094 0.00644143 0.00532773 0.00431307 0.00217494 0.00213813 0.00243538
internal_count=3121 2618 2425 1423 607 501 816 458 358 193 165 1002
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=13
num_cat=0
split_feature=484 457 1 151 2 1 3 4 150 0 43 2
split_gain=0.000195141 0.000125119 0.000139155 0.000185401 0.000176893 0.000235434 0.000176097 0.000206556 0.000168896 0.000189448 0.000145914 0.000139692
threshold=-0.0068949999999999992 -0.0029299999999999994 0.077565000000000009 0.055020000000000006 1.0000000180025095e-35 0.12958500000000003 0.10732000000000001 -0.083854999999999985 0.081835000000000019 -0.15202999999999997 -0.090299999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 11 7 10 9 -6 -3 -4
right_child=1 2 3 -5 8 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00079346367738651125 -0.00060103673094795071 -0.00058787938357425897 0.00015359913185020036 -0.00051230485837421588 -0.00010337730477154511 0.00073187572119816889 0.00044122382986120485 -0.0011567912888342132 0.0011794202027760885 0.00078324323148781002 0.00045089348836903668 -0.00077144471402249871
leaf_weight=0.001103511902761734 0.0010251089111940276 0.0010623374185816381 0.001199454815541117 0.0011236574056034945 0.0017724422739003598 0.0011774379299519244 0.0012369279231734254 0.0010196778540847696 0.0013080521251141244 0.0019414933888437973 0.001018180483946416 0.0013165300364689928
leaf_count=503 156 99 117 66 117 84 18 942 125 319 189 386
internal_value=0 6.04887e-05 0.000108325 0.000237305 0.000333951 8.2155e-06 -0.000184276 -0.00043384 0.000573513 0.000360112 -7.95164e-05 -0.000330445
internal_weight=0 0.0152013 0.0141762 0.00983907 0.00871541 0.00369342 0.00433712 0.0031002 0.00502199 0.00371394 0.00208052 0.00251598
internal_count=3121 2618 2462 1214 1148 587 1248 1230 561 436 288 503
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=14
num_cat=0
split_feature=14 484 15 15 0 48 47 2 2 2 2 51 2
split_gain=0.000233378 0.000195764 0.00022214 0.000201512 0.000186158 0.000472991 0.000135803 0.000174005 0.00011034 0.000318506 0.000104725 0.000100926 6.85224e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.083995000000000014 0.10097500000000002 0.11093500000000002 0.094835000000000017 -1.0000000180025095e-35 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 12 7 -6 10 -10 -9 -8 -5
right_child=-2 2 3 4 6 -7 11 8 9 -11 -12 -13 -14
leaf_value=-0.00074812113879067722 -0.00092393844426622246 0.00088620367169249612 -0.00068605387903655443 0.0013207926232437404 -0.0009173585046242964 -0.00038761530557882012 -0.00012450909145826208 -0.00014719061028908427 -0.0011756263283645475 0.00029296274317773308 0.00071250981606931006 0.00068785915533147162 0.00068602029964240049
leaf_weight=0.0011096639409436436 0.0010120724474563239 0.0012812034852708295 0.0013527121017334132 0.0010787772032863066 0.0011400961442365578 0.0016712444459496822 0.0010615853028564798 0.0011624344528579811 0.0010215869689907198 0.0012781390794294779 0.0010252639441864718 0.0013179096683008651 0.001659737155031156
leaf_count=479 107 225 176 32 483 87 66 726 165 207 133 96 139
internal_value=0 4.66699e-05 0.000105269 3.26052e-05 0.000110898 0.000434413 -6.7274e-05 -0.000233322 -5.95322e-05 -0.000359416 0.000255708 0.00032543 0.000936075
internal_weight=0 0.0161604 0.0150507 0.0137695 0.0124168 0.00440976 0.00800702 0.00562752 0.00448742 0.00229973 0.0021877 0.00237949 0.00273851
internal_count=3121 3014 2535 2310 2134 258 1876 1714 1231 372 859 162 171
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=11
num_cat=0
split_feature=484 43 43 42 160 48 160 51 13 4
split_gain=0.000188829 8.79377e-05 0.000156391 0.000143086 9.26669e-05 0.000110152 0.000153052 0.000223948 0.000134665 0.000211375
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 0.086870000000000017 -1.0000000180025095e-35 -0.080409999999999995 0.081440000000000026 -0.15714499999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.00077623116484505791 -0.00044360364615070774 -0.00048153105950783935 0.00076401736894934056 -0.0002565303961683763 -0.00032246704692491735 -0.00026146152631054587 -0.00034315902185214916 0.0011700332010605348 -5.4523068509487233e-05 0.00086046235937265586
leaf_weight=0.0010691236932529853 0.001952031763179876 0.0010473547403232137 0.0011070456701002063 0.0016364712251409367 0.0014905049158793334 0.0014574958500007196 0.0010846476688916328 0.0011411434476019111 0.0017489782334639055 0.0018404590166798773
leaf_count=503 663 193 93 125 170 394 63 160 597 160
internal_value=0 4.44827e-05 8.54169e-05 2.45961e-05 0.000112478 0.000185244 0.000284649 0.000421523 0.00023878 0.000414629
internal_weight=0 0.0145061 0.0134588 0.0123517 0.0103997 0.0089092 0.00727272 0.00581523 0.00467408 0.00358944
internal_count=3121 2618 2425 2332 1669 1499 1374 980 820 757
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=10
num_cat=0
split_feature=131 151 4 0 42 43 13 16 1
split_gain=5.56071e-05 7.90781e-05 6.8828e-05 9.9689e-05 0.00011599 8.53458e-05 9.27272e-05 0.000168489 3.31288e-05
threshold=0.08844500000000001 -0.08718999999999999 0.24564500000000003 -0.15350499999999997 -0.088934999999999986 -0.083684999999999996 -0.10664 -0.056919999999999991 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -4
right_child=-2 2 8 4 5 6 7 -9 -10
leaf_value=0.010869277024293727 -0.0089553114853580269 -0.011284860722287801 0.00071550241307049829 -0.012311103203353792 0.0099158961484391486 0.0062381482511512584 0.0048809626433479053 -0.017134945583238022 0.0093927247227031854
leaf_weight=0.0010838643247955805 0.0010013811747852071 0.0015113860371156378 0.0013608877857832482 0.0010051535723034632 0.0015984554431423717 0.0015993206857746758 0.0010655283529633342 0.0010963450069445956 0.0013750099279073464
leaf_count=236 449 123 120 255 307 118 709 605 199
internal_value=0 0.000725141 -0.00031093 -0.00218233 -2.08395e-05 0.00228409 -0.000959325 -0.00628391 0.00507651
internal_weight=0 0.011696 0.0106121 0.00787619 0.0063648 0.00535965 0.00376119 0.00216187 0.0027359
internal_count=3121 2672 2436 2117 1994 1739 1432 1314 319
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=10
num_cat=0
split_feature=1 4 43 151 47 1 2 2 16
split_gain=4.23553e-05 0.000105648 7.17235e-05 5.66744e-05 9.1502e-05 0.000115542 0.000104767 0.000152236 0.000138779
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 1.0000000180025095e-35 0.086380000000000012 0.13146500000000003 0.11510000000000002 0.092755000000000018 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -2
right_child=3 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0049666885755109413 0.016614533667981921 -0.01241451128365333 0.008119696877371017 -0.0059070854158138038 -0.008653435512306849 0.0068990713190355208 0.01603757434325918 -0.008241727808928687 -0.00014707104688471039
leaf_weight=0.0012384429311451802 0.0012678749082284681 0.0012052673841522147 0.0010842079667057192 0.0012900766741907876 0.0017671695621927369 0.001051797599185845 0.0010363985521565228 0.0012051071534889546 0.001475089113046463
leaf_count=317 145 1283 36 121 241 55 219 218 486
internal_value=0 -0.0034894 0.00114201 0.00130655 0.00249912 -0.00285057 0.00552463 0.00276491 0.00760061
internal_weight=0 0.00352792 0.00232265 0.00909351 0.00780344 0.00281897 0.00498447 0.00394807 0.00274296
internal_count=3121 1636 353 1485 1364 296 1068 849 631
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=12
num_cat=0
split_feature=484 15 11 160 48 15 3 3 0 12 16
split_gain=0.000192576 0.000147093 9.69302e-05 9.4031e-05 0.000120802 0.000160667 0.00014472 0.000114743 0.000104131 9.15818e-05 8.64274e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.092070000000000013 0.082620000000000013 -0.016799999999999995 0.10542000000000001 -0.074084999999999998 -0.15350499999999997 0.091545000000000015 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 9 -3 -6 10 -7
right_child=1 2 -4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00078779143112907627 0.00061050971815093994 7.8193589356710192e-05 -0.00058278357072412163 -0.00046577032472827867 3.0726375043636775e-05 -0.00018579709534747934 0.00068136232323436421 -0.00071117063171051008 0.00082375438268544388 -0.00049387348679934111 0.00053108061858937337
leaf_weight=0.0010660392505886787 0.0015891622108767508 0.001156532249130017 0.0010051245683468093 0.0012180108270785231 0.0011061672972845216 0.0012278075803525107 0.0015277584058880633 0.0016533005900300534 0.0013692929449732648 0.0010776933618181373 0.0012584521568496031
leaf_count=503 232 285 155 154 43 638 66 179 348 399 119
internal_value=0 5.93862e-05 -1.01229e-05 3.95187e-05 9.88275e-05 -1.72645e-05 0.000186367 -0.000386267 0.000469387 -2.58218e-05 0.00017706
internal_weight=0 0.0141893 0.0126001 0.011595 0.010377 0.00790154 0.00509171 0.00280983 0.00247546 0.00356395 0.00248626
internal_count=3121 2618 2386 2231 2077 1686 1222 464 391 1156 757
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=15
num_cat=0
split_feature=14 484 475 160 43 13 49 43 0 48 15 42 16 1
split_gain=0.000319744 0.000200574 0.000188089 0.000137598 0.00021913 0.000226883 0.000214043 0.000124514 0.000120954 0.00022528 0.000159294 0.000179487 0.000157433 9.33503e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.051009999999999993 -0.098904999999999979 0.18116500000000002 -0.084034999999999985 0.10299000000000001 -0.043144999999999996 -0.23091999999999999 0.086125000000000021 1.0000000180025095e-35 0.075730000000000006 -0.056919999999999991 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 8 -5 -7 10 11 12 -10 -9
right_child=-2 2 3 4 -6 6 -8 13 9 -11 -12 -13 -14 -15
leaf_value=-0.00069881858132575514 -0.0010218658700173594 0.0007882410932413958 -0.00054664456216613536 0.001083517386056442 -0.00072924222914397599 0.00048881370593227265 0.00077614137612461761 -3.3233506960709806e-05 0.0008242605270608604 -0.00097585961333468939 -0.0006722919665534332 -0.00047717305594219722 -1.0108067985775262e-07 0.00070905984585801032
leaf_weight=0.0011421130870827708 0.0010091305430790501 0.0012585005102733618 0.0012337298919279606 0.0010984985474988807 0.001008682496164059 0.0010384125186249128 0.0010915696575333469 0.0011880315858803759 0.0013462372669526422 0.0010475914200873404 0.0011042595874838496 0.0012767393901744759 0.0019172580995490652 0.0011271422346515944
leaf_count=480 101 315 344 115 162 39 132 202 94 154 587 117 155 124
internal_value=0 4.88308e-05 0.000103093 4.35368e-05 9.85127e-05 0.000166751 1.0241e-05 0.000571224 -9.79065e-05 -0.000188948 -4.29009e-05 0.000110177 0.00033996 0.000328152
internal_weight=0 0.0168788 0.0157367 0.0144782 0.0132444 0.0122357 0.00882207 0.00341367 0.0077305 0.00669209 0.00564449 0.00454023 0.0032635 0.00231517
internal_count=3121 3020 2540 2225 1881 1719 1278 441 1146 1107 953 366 249 326
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=11
num_cat=0
split_feature=131 151 42 49 15 47 47 4 16 0
split_gain=4.53752e-05 6.24588e-05 6.98785e-05 0.000100165 7.84274e-05 7.6708e-05 0.000104271 7.93365e-05 6.57696e-05 1.74067e-05
threshold=0.08844500000000001 -0.08718999999999999 0.092145000000000019 -0.006494999999999999 -0.03241999999999999 0.11069000000000002 0.086380000000000012 -0.10429499999999998 -0.014034999999999997 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 9 -9 -5
right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11
leaf_value=0.011597805243344882 -0.0096639559338856373 -0.00028516633810358061 -0.011691408724115343 -0.0059888431753156871 -0.016268492538867328 0.01593140910463121 -0.010916614038971309 0.0033055861572028823 0.018967854245838876 0.00264038330749758
leaf_weight=0.0010767366315136634 0.0010017777414705097 0.0018024655064534309 0.0010765886064675106 0.0010025597355419942 0.0010960452652012658 0.0010387821672896052 0.0011130383780885815 0.0011997502942094676 0.001181410533499091 0.0010760021032114042
leaf_count=236 449 186 517 195 193 63 103 819 323 37
internal_value=0 0.000785894 -0.000313754 0.000974257 -0.00632911 0.00417607 0.00198483 0.00520472 0.0110764 -0.00152178
internal_weight=0 0.0116634 0.0105866 0.00951005 0.00289851 0.00661154 0.00557276 0.00445972 0.00238116 0.00207856
internal_count=3121 2672 2436 1919 379 1540 1477 1374 1142 232
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=10
num_cat=0
split_feature=47 42 475 52 151 51 4 4 0
split_gain=4.15345e-05 6.53983e-05 6.51731e-05 6.59544e-05 6.91708e-05 0.00011944 9.01327e-05 0.000105356 8.5324e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11434500000000002 -0.085039999999999991 0.08955500000000001 0.24564500000000003 -0.0029599999999999995 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.010094241086098677 -0.0099880586379042808 -0.009157516829635913 -0.0069403026951951139 -0.0076661663113243043 0.021657499082331395 -0.0071773032760997033 0.021252687187159367 -0.0047650002157153338 0.0026639562395773747
leaf_weight=0.0013086446849740812 0.0010418491928944626 0.0011960509111126538 0.0010500114534973022 0.0011871390391977642 0.0013765020650823214 0.0012430601114011017 0.0015631627575772872 0.0014357598311587226 0.0011964926910513762
leaf_count=849 65 448 160 354 551 204 199 230 61
internal_value=0 0.000857187 0.00225563 0.00376364 0.00548886 0.00740387 0.0106568 0.00652512 0.0128251
internal_weight=0 0.0115568 0.0102482 0.00905213 0.00786499 0.00681498 0.00557192 0.00400875 0.00257299
internal_count=3121 3056 2207 1759 1405 1245 1041 842 612
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=10
num_cat=0
split_feature=474 160 52 49 42 12 4 16 13
split_gain=4.42839e-05 9.36135e-05 0.000107347 9.95279e-05 0.000154467 0.00011658 0.000129239 0.000208424 0.000105613
threshold=0.084660000000000027 -1.0000000180025095e-35 0.11008000000000001 -0.081404999999999991 0.091735000000000025 -0.029094999999999999 0.053180000000000012 -0.5315899999999999 -0.075974999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 -7
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.011313481393427641 0.0094633504699516927 0.011363066445040515 0.015020118481827273 -0.015701084322426714 -0.020819686608397274 0.0081810249964363521 -0.0053844754982911806 0.025060553950184812 -0.012395977182619937
leaf_weight=0.0018333693182061494 0.0011186112473838003 0.0013666512445204343 0.0011979960436554341 0.0010104204667113655 0.0010759155222982422 0.0010060516231164733 0.0010039734889585317 0.0012777293221063616 0.0016407310255440628
leaf_count=736 344 158 153 156 385 299 58 159 673
internal_value=0 -0.000961769 0.0010194 -0.000981781 -0.00338685 -0.000228644 0.00294346 0.0116644 -0.00457458
internal_weight=0 0.0114128 0.00957947 0.00838147 0.00701482 0.00593891 0.00492849 0.0022817 0.00264678
internal_count=3121 2777 2041 1888 1730 1345 1189 217 972
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=14
num_cat=0
split_feature=14 147 484 160 43 13 1 15 151 48 4 47 2
split_gain=0.000151429 0.000147008 0.000235788 0.000145591 0.000133324 0.000214181 0.000171561 0.000115165 0.000194634 0.000172577 0.000123257 0.000220238 0.000172991
threshold=0.054835000000000009 1.0000000180025095e-35 -0.0068949999999999992 -0.098904999999999979 0.16180500000000003 -0.083364999999999981 0.077845000000000011 1.0000000180025095e-35 -0.0083949999999999979 0.092475000000000016 0.053180000000000012 0.092710000000000015 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -7 10 12 -12 -10
right_child=-2 -3 3 4 -6 7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00091976614460954106 -0.00074036641610400358 0.00060288189179015788 -0.0006248467667059925 0.00010101359752468936 -0.0005609013781499155 -0.00061354718449192313 0.00096798849679287607 -0.00063126331853973969 -0.00068605601445715628 0.00096483409936216663 0.0010499973741967899 -0.00019101865991330967 0.00034818923012984302
leaf_weight=0.0010448024219632526 0.0010169192898689386 0.0016056665186724431 0.0011389754868744119 0.0016215771603755866 0.0010524298280774795 0.0012743554812365181 0.0019125306084501203 0.0010014919267056777 0.0013838083882741796 0.0010201798048910665 0.0010731615058722256 0.0011273384328580605 0.0011291251578285783
leaf_count=458 110 167 364 281 167 149 228 588 193 75 161 37 143
internal_value=0 3.94035e-05 -2.18125e-05 4.64937e-05 0.000107199 0.00016811 0.000570189 -9.3046e-06 7.9578e-05 0.000233632 7.53704e-05 0.000414212 -0.000221343
internal_weight=0 0.0163854 0.0147798 0.013735 0.012596 0.0115436 0.00353411 0.00800946 0.00700797 0.00573361 0.00471343 0.0022005 0.00251293
internal_count=3121 3011 2844 2386 2022 1855 509 1346 758 609 534 198 336
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=10
num_cat=0
split_feature=12 43 4 2 0 12 52 16 0
split_gain=4.89088e-05 0.000106673 8.6653e-05 0.00017268 7.34741e-05 5.67466e-05 5.44643e-05 6.49349e-05 4.44104e-05
threshold=0.051320000000000005 -0.043144999999999996 0.181285 0.083995000000000014 -0.10607499999999999 0.095330000000000012 -0.07167999999999998 -0.16075999999999999 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 -3 -8 -9
right_child=2 6 4 5 -6 -7 7 8 -10
leaf_value=0.012743839415950758 -0.022983742670879482 -0.0079571284000792414 0.013048088245109675 0.0044564443491962426 -0.0039750875103545464 -0.0090126945514039571 -0.0049437437496036955 0.014229059427251263 0.0012685230573458522
leaf_weight=0.0016143895780856591 0.0010322176868203751 0.0014730093112486353 0.0010106566438494585 0.0015443801383229767 0.0010712797682206343 0.0010975022747184697 0.0014863429117546291 0.0010194123372912478 0.0011586135150294403
leaf_count=298 640 158 93 1059 69 439 167 86 112
internal_value=0 0.00258888 -0.00309319 -0.00727613 0.00428865 -0.00113896 -0.000602256 0.00235427 0.00733463
internal_weight=0 0.00675177 0.00575604 0.0036741 0.00208194 0.00264188 0.00513738 0.00366437 0.00217803
internal_count=3121 821 2300 2138 162 1498 523 365 198
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=13
num_cat=0
split_feature=484 43 15 2 1 1 2 0 3 4 150 43
split_gain=0.00017443 0.000115827 0.000156535 0.0001516 0.000132099 0.000189343 0.000115351 0.000136673 0.000131389 0.000106618 7.37757e-05 0.000124464
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.087135000000000004 0.11389000000000002 -0.18113999999999997 -0.0069549999999999994 -0.080924999999999983 0.087170000000000011 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -5 -4 11 -7
right_child=1 -3 9 6 5 10 7 -9 -10 -11 -12 -13
leaf_value=-0.00075513663502094609 -0.00061225853066013483 -0.00057981184650739094 4.4873419438116247e-05 0.00027018206868015309 0.00086692899436967643 -0.00040637089586611813 -0.0003312990785830305 0.00061265867440765394 0.0012086194752363505 -0.00077709667819564929 -0.00043142323802131274 0.000434288751160002
leaf_weight=0.0010757556124423367 0.0010752462566891909 0.0010077685284702901 0.0012007117866448813 0.0010230949912510699 0.0010270333041164648 0.0010372175556656905 0.0010899759998143077 0.0011809023584148492 0.00119561148221714 0.0011337978824389585 0.0013146295830794852 0.0017470202255374066
leaf_count=503 358 193 517 215 75 140 57 267 68 485 78 165
internal_value=0 4.80601e-05 9.66388e-05 0.000195116 3.37149e-07 0.00012884 0.000464151 0.000159578 0.000775885 -0.000354332 -5.60998e-05 0.000121116
internal_weight=0 0.014033 0.0130252 0.0106907 0.00620115 0.0051259 0.00448958 0.00227088 0.00221871 0.00233451 0.00409887 0.00278424
internal_count=3121 2618 2425 1423 816 458 607 324 283 1002 383 305
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=13
num_cat=0
split_feature=484 41 474 48 150 1 42 42 43 2 2 4
split_gain=0.000175183 7.77303e-05 0.000109161 0.000106049 0.000100373 0.000115049 0.000164407 9.50561e-05 9.28923e-05 6.93898e-05 0.000212907 5.07014e-05
threshold=-0.0068949999999999992 0.07831500000000001 0.084660000000000027 0.093265000000000015 0.11456000000000001 0.12873500000000002 0.091465000000000005 -1.0000000180025095e-35 -0.074974999999999986 0.089885000000000007 0.10097500000000002 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -10 -11 -5
right_child=1 -3 -4 11 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.00074545604950006412 -0.00044682573803356572 -0.00042595270043392744 0.00065098950914683725 0.00073373616323140606 -0.0005840747629342999 0.00057978929327254507 -0.0007642864534231316 0.00061961174890324123 -0.00035077223229460446 0.00074728605359394862 -0.00028218386046879049 0.00013623509391027391
leaf_weight=0.0010465452293270247 0.001119994378207383 0.0011035253340702387 0.0011437281723868801 0.0010054588136918633 0.0010745932266475544 0.0011567663650718773 0.0010142415218075762 0.0011962724699455963 0.0012349727329172703 0.0013022447618178251 0.0015784194659267392 0.0010122878636254448
leaf_count=503 662 136 248 169 67 145 374 279 268 63 137 70
internal_value=0 5.4033e-05 9.52884e-05 4.0944e-05 -4.10023e-05 2.68331e-05 -5.90692e-05 5.21359e-05 0.00015734 2.29735e-05 0.000183202 0.000433975
internal_weight=0 0.0139425 0.012839 0.0116953 0.0096775 0.00860291 0.00744615 0.0064319 0.00531191 0.00411564 0.00288066 0.00201775
internal_count=3121 2618 2482 2234 1995 1928 1783 1409 747 468 200 239
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=9
num_cat=0
split_feature=1 0 47 42 159 0 52 16
split_gain=4.39938e-05 0.000115349 5.30322e-05 8.97588e-05 8.60001e-05 0.00014397 7.81175e-05 0.000110985
threshold=0.077565000000000009 0.051010000000000007 0.13148500000000005 0.086375000000000021 0.014475000000000003 -0.10151999999999999 -0.0064899999999999992 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -8
right_child=2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.013144081024044001 -0.0046780095018742708 0.0032875331530091874 -0.0080904299729507353 0.012154197509800405 0.012534119519735955 -0.013325906228953049 -0.0022310065176681126 0.018466133501747313
leaf_weight=0.0016312393953055769 0.0015711850377490288 0.0018933350069516297 0.0010167281789836705 0.0016913704018606838 0.0010068542201953946 0.0015856404859874579 0.001012439533740965 0.0011184731710676141
leaf_count=1561 112 75 59 512 217 413 101 71
internal_value=0 -0.00431733 0.00165134 0.00289161 0.000402732 -0.00190724 0.00298347 0.00863251
internal_weight=0 0.00352457 0.00900269 0.00798596 0.00629459 0.00528774 0.0037021 0.00213091
internal_count=3121 1636 1485 1426 914 697 284 172
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=12
num_cat=0
split_feature=484 43 15 2 1 150 47 2 0 3 4
split_gain=0.000202792 9.59652e-05 0.0001457 0.000158899 0.00011638 0.000187531 0.000306083 0.00011026 0.000149195 0.000138865 0.000103723
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.087170000000000011 0.087885000000000019 0.11389000000000002 -0.18113999999999997 -0.0096849999999999974 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -9 -5 -4
right_child=1 -3 10 7 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00083571169725966162 -0.00058380114403399014 -0.00052223194346776882 5.5675695382347616e-05 0.00023210844656925181 0.00089174414420702716 -0.00047641639194433876 -0.00023513374418747339 -0.00034318239481813292 0.00065098030294736989 0.0012048687986781679 -0.00076887358918280334
leaf_weight=0.0010611630823807909 0.0011161995079839674 0.0010354395279493804 0.0012053443524769614 0.0010108786123050159 0.0019252423361522429 0.0014786207625693271 0.0017867773704182861 0.0011273274390646293 0.0011961648899825672 0.0012768985032187703 0.0011425212633558298
leaf_count=503 358 193 517 207 230 85 143 57 267 76 485
internal_value=0 5.26842e-05 9.75577e-05 0.000192849 -9.41609e-06 0.0001141 0.000349322 0.000469487 0.000168626 0.000775044 -0.000345567
internal_weight=0 0.0143014 0.013266 0.0109181 0.00630684 0.00519064 0.00371202 0.00461127 0.00232349 0.00228778 0.00234787
internal_count=3121 2618 2425 1423 816 458 373 607 324 283 1002
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=14
num_cat=0
split_feature=14 147 48 48 474 14 2 2 150 2 1 47 47
split_gain=0.000211919 0.000219896 0.000191306 0.000235864 0.000171623 0.000118332 0.000186449 0.000130331 0.000144315 0.000146218 0.000202349 0.000150313 2.10766e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.12879500000000002 0.10493500000000001 0.084660000000000027 -0.22253999999999999 0.10774000000000002 0.10060500000000001 0.087170000000000011 0.096540000000000015 0.077565000000000009 0.086380000000000012 0.12171500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -7 -12 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14
leaf_value=-0.00071701589209820476 -0.00084474268457362207 0.00074609831849169672 -0.00076455599565583001 0.00092365243962503642 0.00070210749049755901 -0.00073112853951795662 0.00051432679440211273 -0.00080390296681754551 -0.00070443392705971141 0.00071827217798184134 0.00060750692285851515 -0.0003892354542923348 3.6659130016733187e-06
leaf_weight=0.001042542264636904 0.0010287427817820818 0.0015386037977519465 0.0011672786469899077 0.0010450314159180423 0.001080444501685489 0.0013143065603154263 0.0018482555567237964 0.0010229401617108244 0.0011108910260146203 0.0010060083870133234 0.0015250612223663678 0.0010058388868910209 0.0010123289694687343
leaf_count=82 110 167 81 118 297 927 356 160 127 99 447 118 32
internal_value=0 5.58462e-05 -1.90448e-05 4.78249e-05 -2.86473e-05 -0.000101161 -3.59487e-05 -0.000163122 -6.91383e-05 5.12231e-05 -8.69245e-05 0.000152033 -0.000192153
internal_weight=0 0.0157195 0.0141809 0.0130136 0.0119686 0.0108882 0.00984563 0.00799738 0.00697444 0.00586354 0.00485754 0.00354323 0.00201817
internal_count=3121 3011 2844 2763 2645 2348 2266 1910 1750 1623 1524 597 150
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=12
num_cat=0
split_feature=484 43 42 40 15 16 16 1 16 0 52
split_gain=0.000163192 0.000105635 0.000148412 0.000156861 0.000112861 8.68786e-05 0.000122794 0.000177367 0.000107786 0.000167132 0.000105813
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 -0.24436499999999997 -0.36241499999999999 0.16703000000000004 0.10089500000000001 0.0057500000000000008 -0.10151999999999999 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 10 -7
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00072556189743489213 -0.00055561110813561257 -0.00055306067046883894 0.00079681449839103229 0.0005863715966796545 -0.00035599724439942072 -0.00028296184806143957 -0.00035277285105230356 0.00078101389036376438 0.00053986735350989407 -0.00078694890163011019 0.00059381129566122464
leaf_weight=0.0011000622194617211 0.0012028508536584695 0.0010214119158032308 0.0012515046592213872 0.0014055978181190002 0.0019754298242813653 0.0010064290176750035 0.0017243109075251685 0.0015784620213623729 0.0011042005908423538 0.0010406212422975685 0.001028432689059393
leaf_count=503 237 193 256 136 159 38 322 124 107 982 64
internal_value=0 4.27207e-05 8.84142e-05 0.000152357 7.81136e-05 2.57808e-06 9.72449e-05 0.000232005 2.46717e-05 -0.000160301 0.000160165
internal_weight=0 0.0143393 0.0133178 0.012115 0.0108635 0.00945789 0.00748246 0.00575815 0.00417968 0.00307548 0.00203486
internal_count=3121 2618 2425 2188 1932 1796 1637 1315 1191 1084 102
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=13
num_cat=0
split_feature=14 484 475 42 15 3 49 51 47 151 12 2
split_gain=0.000172765 0.000161194 0.000128359 8.18594e-05 9.88333e-05 0.000218267 0.000145291 0.000108028 8.28627e-05 6.75635e-05 6.54401e-05 0.000208084
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.10256000000000001 -0.03241999999999999 -0.10023499999999998 -0.049039999999999993 0.091630000000000003 0.092710000000000015 -0.00016499999999999997 0.051320000000000005 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 9 -7 -8 -12
right_child=-2 2 3 -5 6 7 10 -9 -10 -11 11 -13
leaf_value=-0.0007024089423893577 -0.00079032147098011046 0.00077167994475113892 0.001025888656758923 -0.00047098348520459006 -0.00073570520744953782 0.00050421565535268794 0.00036171439577060939 0.00065538447255409965 -0.00042138033154840267 -0.00015902605698153211 -0.00071242640678675895 0.00045388802566232063
leaf_weight=0.0010136304030591544 0.0010031994707456479 0.0010355310571366254 0.0011859791475842818 0.0010490538669686378 0.0010841330869087989 0.0011628254314328401 0.0017270390634172806 0.0010213132038088425 0.0015039650659337692 0.001199797676987021 0.0012001087325483849 0.0011533076213660828
leaf_count=479 110 315 96 287 95 150 100 132 145 342 757 113
internal_value=0 5.13657e-05 0.000108714 5.28421e-05 0.000101739 0.000271294 -9.76698e-05 8.82029e-05 -6.16113e-05 0.000167405 7.18494e-05 -0.000140866
internal_weight=0 0.0143367 0.0133231 0.0122875 0.0112385 0.00607388 0.00516459 0.0048879 0.00386659 0.00236262 0.00408046 0.00235342
internal_count=3121 3011 2532 2217 1930 865 1065 769 637 492 970 870
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=13
num_cat=0
split_feature=484 14 475 15 0 47 48 0 16 2 4 4
split_gain=0.000241927 0.000135819 0.000199522 0.000159951 0.000209423 0.000175004 0.000173141 0.00010825 0.000198946 0.000136063 3.18416e-05 2.46844e-05
threshold=-0.0068949999999999992 0.018475000000000002 -0.07409499999999998 -0.03241999999999999 -0.074479999999999977 0.086380000000000012 0.085875000000000021 -0.11013499999999998 1.0000000180025095e-35 0.096540000000000015 -0.49013999999999996 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5 -9 -10 -11 -7
right_child=1 -3 3 7 -6 11 -8 8 9 10 -12 -13
leaf_value=-0.00086003935998961326 0.00089233694128769306 -0.00062243071738131265 0.00081165155735799801 0.00034299295005100333 0.00081938031360032461 -0.0005945540985213062 -8.8346143645650941e-05 -0.00083139460691741525 -0.00055355893132030582 2.7344458237616991e-05 0.0005065603854581414 -0.00017920572029507233
leaf_weight=0.0011351640259506272 0.0011057385165147522 0.0010069586848638632 0.0014935497933363123 0.0011604206403443285 0.0017353464127044874 0.0010137573904213002 0.0016766509379718044 0.0017458590237516549 0.0011513883077604314 0.0010027339082849807 0.0010477733236964586 0.0011052249336528307
leaf_count=503 273 95 321 65 317 126 177 954 120 50 65 55
internal_value=0 5.98538e-05 0.000108106 4.20755e-05 0.000239906 4.97847e-05 0.000335662 -0.000185434 -0.000309368 -2.47296e-05 0.000272215 -0.000377915
internal_weight=0 0.0152454 0.0142384 0.0131327 0.00702453 0.00528918 0.0031702 0.00610818 0.00494775 0.0032019 0.00205051 0.00211898
internal_count=3121 2618 2523 2250 996 679 498 1254 1189 235 115 181
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=10
num_cat=0
split_feature=12 43 4 2 0 12 52 16 4
split_gain=4.1025e-05 9.05047e-05 7.49204e-05 0.000157712 5.35511e-05 5.11063e-05 4.23785e-05 5.02236e-05 3.85867e-05
threshold=0.051320000000000005 -0.043144999999999996 0.181285 0.083995000000000014 -0.10607499999999999 0.095330000000000012 -0.07167999999999998 -0.16075999999999999 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -5 -3 -8 -9
right_child=2 6 4 5 -6 -7 7 8 -10
leaf_value=0.012572643952767028 -0.023544838806466527 -0.0075443743093969512 0.012390176094129656 0.0046834191666821649 -0.0032174194210437749 -0.009021832758634803 -0.0046704792066622845 0.00026917775142831562 0.01321948965332125
leaf_weight=0.0016415944980013404 0.0010312834308588018 0.001510832270983864 0.0010202874108361515 0.0015764212728895627 0.001095609726252833 0.0011172923236237044 0.0015214104644331386 0.001079908973842191 0.0011330611656634737
leaf_count=298 640 158 93 1059 69 439 167 101 97
internal_value=0 0.0025272 -0.00305807 -0.00724253 0.00430858 -0.00100121 -0.000616719 0.00218603 0.00689986
internal_weight=0 0.00688681 0.00584089 0.003725 0.0021159 0.00269371 0.00524521 0.00373438 0.00221297
internal_count=3121 821 2300 2138 162 1498 523 365 198
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=10
num_cat=0
split_feature=147 0 0 0 12 2 49 2 3
split_gain=4.09118e-05 7.05753e-05 9.70109e-05 9.27862e-05 9.35445e-05 0.000124761 5.09768e-05 6.91395e-05 0.000223732
threshold=0.089025000000000007 -0.075359999999999996 -0.10607499999999999 -0.053834999999999994 0.051320000000000005 0.097220000000000015 -0.080089999999999981 0.11215000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 -1 8 -8
right_child=-2 3 -4 4 5 -7 7 -9 -10
leaf_value=0.007902290440965078 0.0079660723803553404 0.014702336861596898 -0.014630186550033716 0.0077306438867139034 -0.016725676732665663 0.0045762145791261848 -0.010361368007214872 -0.011487590614744385 0.016884707690375558
leaf_weight=0.0010262412655194161 0.0011889715637088969 0.0011076272105347788 0.001388285389895238 0.0017570295712369642 0.0011420045061482642 0.0011140799329382167 0.0014784818963955526 0.0014056293013326171 0.0010623423454411696
leaf_count=96 124 438 1554 233 91 175 219 124 67
internal_value=0 -0.000859202 -0.00404502 0.00309821 -0.000104547 -0.00620656 -0.00108983 -0.00342815 0.00103047
internal_weight=0 0.0114817 0.00636098 0.00512074 0.00401311 0.00225608 0.00497269 0.00394645 0.00254082
internal_count=3121 2997 2060 937 499 266 506 410 286
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=10
num_cat=0
split_feature=1 4 43 47 1 2 2 150 16
split_gain=4.19612e-05 0.000105412 6.6308e-05 5.25884e-05 0.000112159 0.000108228 0.000109259 0.000111274 3.43673e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.086380000000000012 0.13146500000000003 0.11510000000000002 0.092755000000000018 0.087170000000000011 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -2
right_child=3 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0061721005614389273 0.019197916197194013 -0.016001389581577041 0.0099906118877622282 -0.010848312399643852 0.0088443414785793466 0.016669421897765598 -0.0094767696770319734 -0.005300616880870428 0.0067193535519227939
leaf_weight=0.0012394755368874836 0.0010037228763202137 0.0012063158483121925 0.0011125946875836235 0.0018271101817345199 0.0010531081312027295 0.0012780573940244519 0.0015710530101312459 0.001261221448959432 0.0010360038260929308
leaf_count=317 387 1283 36 249 55 242 260 96 196
internal_value=0 -0.00445072 0.00147331 0.00171139 -0.00364799 0.00422132 0.00095585 0.00592115 0.0128599
internal_weight=0 0.00355839 0.00235207 0.00903028 0.00288022 0.00615006 0.004872 0.00330095 0.00203973
internal_count=3121 1636 353 1485 304 1181 939 679 583
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=13
num_cat=0
split_feature=14 484 15 160 160 52 0 49 2 43 49 13
split_gain=0.000269827 0.000222628 0.000181358 0.000107837 0.000240761 0.000172982 0.000258022 0.000138904 0.000216154 0.000130432 0.000210405 0.000124413
threshold=0.057600000000000005 -0.0068949999999999992 -0.24436499999999997 -0.091944999999999985 -0.027994999999999996 0.11008000000000001 0.15398500000000004 1.0000000180025095e-35 0.098260000000000014 -0.074359999999999996 -0.047584999999999995 -0.091904999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 -6 -11 -10
right_child=-2 2 3 4 5 -7 -8 -9 11 10 -12 -13
leaf_value=-0.00079041570530377213 -0.00097460783674570609 0.00085035385315144617 -0.00054096970884176619 0.00094837837640036264 0.00030979040311141491 0.00072892319170056279 -0.00090249983617815327 -0.0005637098766514008 0.0011354235040756937 0.00024607652848676094 -0.00083127433544521383 0.00023450896427027119
leaf_weight=0.0010875886900135771 0.0010247915854950098 0.0012277455414377103 0.0010484950465501379 0.001198715237301925 0.0019566920193993488 0.0011841004757737758 0.0012335693232130582 0.0011841529295676312 0.0010815711957921081 0.0012614994480721923 0.0015573459212556975 0.0012948932057074702
leaf_count=479 107 225 329 203 296 113 37 308 63 67 657 237
internal_value=0 6.4638e-05 0.000129995 6.1968e-05 0.000114859 2.19473e-05 -6.55297e-05 5.83236e-05 0.000161313 -7.91517e-05 -0.000349135 0.000644531
internal_weight=0 0.0153164 0.0142288 0.013001 0.0119525 0.0107538 0.00956972 0.00833615 0.007152 0.00477554 0.00281885 0.00237646
internal_count=3121 3014 2535 2310 1981 1778 1665 1628 1320 1020 724 300
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=11
num_cat=0
split_feature=47 52 47 474 0 0 13 12 13 49
split_gain=4.01137e-05 6.40136e-05 6.86745e-05 7.52965e-05 8.13025e-05 0.000165094 0.000149994 6.3615e-05 9.76544e-05 4.28673e-05
threshold=0.13148500000000005 0.11434500000000002 0.10561500000000001 0.084660000000000027 -0.14920999999999998 -0.23051499999999997 -0.15078499999999997 0.084100000000000022 0.016935000000000002 -0.0043999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 -8 -9
right_child=-2 -3 -4 -5 6 -7 7 9 -10 -11
leaf_value=0.0074381871145573295 -0.010523131736469854 -0.010184429304570071 0.016114021613977552 0.015106506322489926 0.018659783443424092 -0.022185314664351249 0.01333707623619018 -0.001332413149122197 -0.0091891782301714679 -0.017371748691679831
leaf_weight=0.0010010467851793159 0.0010204091986827724 0.0013970880400599938 0.0010055676997913271 0.0010133822382233449 0.0013647821844543278 0.0013421528336373138 0.0013868263836810616 0.0010021576853027044 0.001016446886190181 0.0010296494684546844
leaf_count=57 65 476 131 301 104 129 430 142 73 1213
internal_value=0 0.000895752 0.00241907 0.000915082 -0.000851003 -0.00952975 0.00265529 -0.00226968 0.00380976 -0.00946059
internal_weight=0 0.0115591 0.010162 0.00915644 0.00814306 0.0023432 0.00579986 0.00443508 0.00240327 0.00203181
internal_count=3121 3056 2580 2449 2148 186 1962 1858 503 1355
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=13
num_cat=0
split_feature=484 43 42 40 15 160 16 16 1 49 16 0
split_gain=0.00023624 0.000136133 0.000132655 0.000147151 0.000109296 8.68806e-05 0.000143887 0.000141819 0.000182989 0.000181093 0.000160269 0.000244451
threshold=-0.0068949999999999992 0.18116500000000002 -0.095284999999999995 -0.026419999999999996 -0.24436499999999997 0.092070000000000013 0.16703000000000004 -0.25582999999999995 0.095285000000000022 -0.026779999999999995 0.0057500000000000008 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 10 -6 11 -9
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00086223862003134981 -0.00050411982678656968 -0.00060451328195222783 0.00081860199763819619 0.00060881364741318072 0.00037699164669001227 -0.00047493621526097091 -0.00042764079404722681 0.00046772959129696772 0.00099788162984889065 -0.00076622590165319497 0.00079085176410517634 -0.00082341955647766911
leaf_weight=0.0010873407959340999 0.0011436870750021833 0.0010310945401645734 0.0012034325990338277 0.0014062164889940597 0.0010224500484441179 0.0010945942335680451 0.0015390592131858645 0.0011630510682461063 0.0013806443801344381 0.0010257083140550252 0.001015781622191729 0.0010145654703624537
leaf_count=503 210 193 257 136 71 106 298 55 149 80 98 965
internal_value=0 6.78424e-05 0.000121133 0.000181399 0.000109478 3.36151e-05 0.000101822 0.000224874 0.000413121 -0.000195526 0.000160304 -0.000133825
internal_weight=0 0.0140403 0.0130092 0.0118655 0.0106621 0.00925585 0.00816126 0.0066222 0.00457404 0.00204816 0.0031934 0.00217762
internal_count=3121 2618 2425 2215 1958 1822 1716 1418 1267 151 1118 1020
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=13
num_cat=0
split_feature=484 43 42 40 48 2 52 150 48 2 47 52
split_gain=0.00031149 0.000184794 0.000202454 0.000229203 0.000209854 0.00023238 0.000122452 0.000107335 0.000107443 0.00013387 0.000106921 6.17443e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 0.12230500000000001 0.11548000000000001 0.091820000000000013 0.089910000000000018 0.083685000000000009 0.090675000000000019 0.081320000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 10 11 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00092620127245580659 -0.00059067526473931937 -0.0006697591080497468 0.00094595522406450171 0.00028850955511785842 -0.00069280566539157539 0.0009015949247300829 -0.00040116860807674681 -0.00020797944456584885 0.00076817103162940461 -0.00043154599649883422 -0.00014205548936510826 0.00095847919755231883
leaf_weight=0.0012496778063074291 0.0013050321327488902 0.0011501775816746005 0.0013743650118272837 0.001028657527535194 0.0010762140752483803 0.0014908705285269922 0.0015935133244028314 0.0019057888501947673 0.0014615489110416657 0.0010483467824703406 0.0010241220328863453 0.0010049406474484778
leaf_count=503 237 193 256 124 56 214 401 160 157 240 88 492
internal_value=0 7.15641e-05 0.000131134 0.000203548 0.000115845 0.000198275 8.26287e-05 0.000185786 0.000320572 0.000161249 0.000364491 0.000619588
internal_weight=0 0.0154636 0.0143134 0.0130084 0.011634 0.0105578 0.00906692 0.0074734 0.00556762 0.00410607 0.00305772 0.0020336
internal_count=3121 2618 2425 2188 1932 1876 1662 1261 1101 944 704 616
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=9
num_cat=0
split_feature=1 43 47 1 3 15 0 2
split_gain=4.14427e-05 6.75037e-05 9.18764e-05 0.000141529 6.15433e-05 9.39776e-05 5.45587e-05 3.88101e-05
threshold=0.094385000000000011 -0.081454999999999986 0.092530000000000015 0.10723500000000001 -0.12018999999999998 -0.008624999999999999 -0.085384999999999975 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -5 -7
right_child=1 2 -4 6 5 7 -8 -9
leaf_value=0.0044546873764810648 -0.005976890959692273 0.022673990835674354 -0.0042031162337905475 0.0083845643877578247 -0.014682555647432795 -0.0064502125873924067 -0.0048603688605143884 0.004865389919780235
leaf_weight=0.0016619892158093756 0.001553128699512297 0.0010598904085294403 0.0016344996076284564 0.0015999987745698781 0.0015436517931707271 0.0011754626843826386 0.0010608394843720553 0.0013196389339175064
leaf_count=174 222 218 176 162 891 950 165 163
internal_value=0 0.00233605 0.00474698 0.00867872 -0.00288077 -0.00589939 0.00310399 -0.000465483
internal_weight=0 0.00690836 0.00535523 0.00372073 0.00570074 0.00403875 0.00266084 0.0024951
internal_count=3121 943 721 545 2178 2004 327 1113
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=10
num_cat=0
split_feature=1 4 133 15 15 3 47 2 16
split_gain=3.81522e-05 8.50596e-05 4.92108e-05 4.8725e-05 8.60921e-05 9.51109e-05 0.00010424 8.82797e-05 7.48149e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.024640000000000006 -0.016799999999999995 0.097915000000000016 0.086785000000000015 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -2
right_child=3 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0071511686769493363 -0.0067559128241261018 -0.013836853741231071 -0.0059596531784436527 -0.0072095708734183188 0.013621392327072582 0.0030303174757776684 -0.016893119818123605 0.01319781331120203 0.0079294856478396864
leaf_weight=0.0012507592920572661 0.001588258974088092 0.0011948810143653224 0.0011068311553792606 0.0011378947097807424 0.0012686869244308077 0.0010627042023244118 0.001092238181269467 0.0015616280547204354 0.0012890413235418488
leaf_count=223 173 1283 130 411 246 135 77 240 203
internal_value=0 -0.00399309 0.000995958 0.00154969 0.00281736 0.000738624 -0.00706793 0.00452843 -0.000176799
internal_weight=0 0.00355247 0.00235759 0.00900045 0.00786256 0.00659387 0.00215494 0.00443893 0.0028773
internal_count=3121 1636 353 1485 1074 828 212 616 376
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 2 2 151 2
split_gain=3.92075e-05 5.9602e-05 5.53521e-05 7.6703e-05 0.000110343 0.00010367 9.27834e-05 7.11953e-05 0.00011062
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 0.079915000000000014 -0.074359999999999996 0.086950000000000013 0.089885000000000007 -0.0083949999999999979 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9
right_child=-2 -3 -4 -5 6 -7 7 8 -10
leaf_value=0.02015064081152463 0.0082739930722926288 -0.011906817774719976 -0.010423508596655959 -0.011053342706607683 -0.010594970110587416 0.0014108826197318297 -0.0071375727635745075 0.014765194841688376 -0.0051216637298629871
leaf_weight=0.001370744401100619 0.0011913736615872432 0.001031323250086427 0.0010179728267357456 0.0010191176185629083 0.0016343594932938768 0.0013568644381464923 0.0011219441349590298 0.0017055106355319985 0.0010400940574297962
leaf_count=398 169 121 306 158 843 552 101 349 124
internal_value=0 -0.000892933 0.000213458 0.00138424 0.00292447 0.0108284 -0.000993976 0.00306324 0.00723163
internal_weight=0 0.0112979 0.0102666 0.00924863 0.00822952 0.00272761 0.00550191 0.00386755 0.0027456
internal_count=3121 2952 2831 2525 2367 950 1417 574 473
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=10
num_cat=0
split_feature=4 42 12 12 12 0 151 3 15
split_gain=4.42108e-05 4.86739e-05 9.15663e-05 0.000118042 0.000160888 0.000100951 7.11413e-05 5.02467e-05 3.76888e-05
threshold=0.27287000000000006 0.092620000000000022 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.026509999999999995 -0.016164999999999995 0.088060000000000013 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -2
right_child=8 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0099976892127816245 -0.00026227602484108962 -0.010493955782160598 -0.014042630724186961 0.014281865869010958 -0.017835546609773312 0.016315783983498644 0.0028720426109134687 -0.010114085308600251 0.011718678343731588
leaf_weight=0.0010464034087552115 0.001251959902370885 0.0012598023461137262 0.0010109362574018009 0.0014432963857536887 0.0011495332280452722 0.0010136938518814686 0.0012018900632065621 0.0017713135644669975 0.0012721310054647659
leaf_count=134 167 526 260 364 1109 114 134 128 185
internal_value=0 -0.00149225 -0.000179263 0.0016585 -0.00128825 0.00249091 -0.00099555 -0.00486456 0.00577607
internal_weight=0 0.00989687 0.00863707 0.00762613 0.00618283 0.0050333 0.00401961 0.0029732 0.00252409
internal_count=3121 2769 2243 1983 1619 510 396 262 352
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=14
num_cat=0
split_feature=14 484 475 1 42 42 2 15 3 151 0 2 3
split_gain=0.000260128 0.000172361 0.000147678 0.000153528 0.000268021 0.000216896 0.000185356 0.000220226 0.000114587 0.000116778 0.000181783 0.000156417 0.000114375
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 0.12811000000000003 0.093775000000000011 0.083865000000000009 0.089885000000000007 -0.10091499999999999 -0.116045 -0.0083949999999999979 -0.15350499999999997 0.10559 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 -10 -11 -12 -5
right_child=-2 2 3 12 -6 -7 8 -9 9 10 11 -13 -14
leaf_value=-0.00066134360661730055 -0.00094987147731574718 0.0007661492654410585 0.00019097076581203301 0.00093649343950347522 -0.00074992146107600069 0.00075588725123858138 0.00068709737345476951 -0.00097971188301293976 -0.00046777523750293607 0.00079144359801653751 0.00035746732343522482 -0.00062976148575804235 5.6347107242587479e-05
leaf_weight=0.0011679782258630133 0.0010219144801056892 0.0011536192680320348 0.0010279332281003006 0.0011472540705435704 0.0016702402748566833 0.0015000521104895142 0.0011554450754331924 0.0014060574163104686 0.0013487614552493143 0.0012405882202415341 0.0012355422780096987 0.0011405393799600681 0.0010403955101659854
leaf_count=479 104 315 79 118 381 464 81 533 103 39 187 138 100
internal_value=0 5.00643e-05 0.000105214 5.04107e-05 -3.68153e-05 8.16401e-05 -3.65857e-05 -0.000485304 0.000141849 1.49708e-05 0.000195001 -0.000116411 0.000517916
internal_weight=0 0.0162344 0.0150664 0.0139128 0.0117252 0.0100549 0.00855487 0.00243399 0.00612088 0.00496543 0.00361667 0.00237608 0.00218765
internal_count=3121 3017 2538 2223 2005 1624 1160 612 548 467 364 325 218
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=12
num_cat=0
split_feature=484 43 42 40 48 4 16 3 4 16 2
split_gain=0.000190204 0.000119288 0.000180934 0.000186876 0.000179377 0.000172334 0.000151904 0.000133862 0.000181893 0.000116291 8.8448e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 0.12230500000000001 0.27834500000000006 0.16703000000000004 0.090900000000000009 -0.0029599999999999995 -0.082404999999999992 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -7
right_child=1 -3 3 4 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.0007321700792545583 -0.00058784175491438391 -0.00054981360611213684 0.00083810033588817723 0.0007763295100709207 -0.00064543133106374914 0.00020823261402780262 -0.00044533676563880817 0.00062994065690562446 -0.00045028291203086867 -5.2962038189830066e-06 0.00095394537167417959
leaf_weight=0.0011826932687694939 0.0012418680510330798 0.0010840188879082712 0.0013167809007047669 0.0011363081036499291 0.0010723182795716367 0.0010200153092550209 0.0018128116290954581 0.0016770063894639975 0.0018475568279151169 0.0016693519442249961 0.0012662778522472343
leaf_count=503 237 193 256 335 56 61 311 97 264 678 130
internal_value=0 5.25811e-05 9.90245e-05 0.000165569 8.85734e-05 0.000164042 3.56732e-05 0.000173422 8.89385e-06 0.000311267 0.00062125
internal_weight=0 0.0151443 0.0140603 0.0128184 0.0115016 0.0104293 0.00814303 0.00633022 0.00465322 0.00280566 0.00228629
internal_count=3121 2618 2425 2188 1932 1876 1685 1374 1277 1013 191
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=14
num_cat=0
split_feature=14 484 475 42 1 160 457 0 4 2 1 2 16
split_gain=0.000305645 0.000171835 0.000192698 0.000156754 0.000194818 0.000189705 0.000184415 0.000208213 0.000162546 0.000185994 0.000231683 0.000142498 0.000141404
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 0.11146500000000002 -0.080719999999999986 -0.0029299999999999994 -0.052984999999999997 -0.0016099999999999997 0.11389000000000002 0.094385000000000011 0.10731 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 8 -8 10 -10 12 -9
right_child=-2 2 3 5 -6 6 7 11 9 -11 -12 -13 -14
leaf_value=-0.00064750354607505357 -0.0010500862494186142 0.00086600187847585383 -0.00099823789316892003 -0.00056478491566910047 0.00017111036985924626 -0.00056711574882250767 0.0010351729520849571 0.00011031717923213629 -3.5223388081217672e-05 -0.0002623349233304437 0.0010360246391790482 0.00045390718641598793 -0.0009043017411432912
leaf_weight=0.0012477597942809745 0.0010269307519761841 0.0011928028853097758 0.001139987658799301 0.0013284980659304677 0.0010544407763148911 0.001030464033608962 0.0016867314572585074 0.0010524299952438618 0.0013346456985318684 0.0014343963885650119 0.0018550646498241719 0.0011712144713918208 0.0010599884908858992
leaf_count=479 104 315 691 314 50 88 479 71 127 127 101 112 63
internal_value=0 5.22414e-05 0.000109156 4.53469e-05 -0.000436357 0.000133779 0.000221124 0.000305783 0.000514139 0.000324082 0.000587791 -9.46591e-05 -0.000398807
internal_weight=0 0.0165884 0.0153407 0.0141479 0.00219443 0.0119534 0.0106249 0.00959447 0.00631084 0.00462411 0.00318971 0.00328363 0.00211242
internal_count=3121 3017 2538 2223 741 1482 1168 1080 834 355 228 246 134
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=13
num_cat=0
split_feature=484 43 42 40 133 3 4 4 3 1 4 3
split_gain=0.000215785 0.000138797 0.000164215 0.000191516 0.000141245 0.00015533 0.00021892 0.000183175 0.00012199 0.000204915 0.000132964 0.000104883
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 0.084415000000000018 -0.15447499999999995 -0.27825499999999997 -0.076779999999999987 0.090900000000000009 0.095285000000000022 0.033845000000000007 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 -9 -10 -11
right_child=1 -3 3 4 -6 6 7 8 10 11 -12 -13
leaf_value=-0.00079076166802087263 -0.00056073068658531492 -0.00060355311086837313 0.00085550513674476558 0.00078945939988386783 -0.00058174948916258826 -0.00072194088701268749 0.00086544316677003325 -0.00076621139539966162 0.00077348919268084733 -0.00021681463896414721 -3.2475696169099219e-05 0.00055599182333741521
leaf_weight=0.0011600872185931086 0.0012035002674336626 0.0010603603762960713 0.0012911943636562161 0.0012106667333251523 0.0010141649878037283 0.0010886550609822696 0.0011769393839336046 0.0013103731846236854 0.0013824220213611849 0.0013001920497235364 0.0015335996817197745 0.0011989656269430493
leaf_count=503 237 193 256 136 585 92 388 378 77 84 116 76
internal_value=0 5.33739e-05 0.000104179 0.00016816 8.90325e-05 0.000155715 7.03809e-05 0.000179532 5.95007e-05 -0.000162568 0.000349615 0.000153938
internal_weight=0 0.014771 0.0137107 0.0125072 0.011216 0.0102018 0.00899115 0.00790249 0.00672555 0.00380953 0.00291602 0.00249916
internal_count=3121 2618 2425 2188 1932 1347 1211 1119 731 538 193 160
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=10
num_cat=0
split_feature=147 15 11 16 2 0 12 12 0
split_gain=4.26391e-05 6.79583e-05 8.75467e-05 0.000130861 0.00011973 8.45936e-05 0.000225305 9.97882e-05 0.000155215
threshold=0.089025000000000007 -0.24436499999999997 1.0000000180025095e-35 -0.36241499999999999 0.10981000000000002 -0.053834999999999994 0.051320000000000005 0.090455000000000021 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.011843953222468376 0.010275268317019999 -0.019878723949066555 -0.018715857219942372 0.0090011102431184903 0.014956048077950822 0.0084059706431157451 -0.025781274415194781 0.01747158031097934 -0.018852793766222498
leaf_weight=0.0011957350124280489 0.0011984264438119072 0.0010580382922857666 0.0010060773710185442 0.0015725549371568594 0.0017399020198499478 0.0011734267071543993 0.0013884847772108466 0.001155184479562677 0.0011373788090529155
leaf_count=243 124 157 207 125 311 118 72 672 1092
internal_value=0 -0.00111283 -0.00262712 -0.000872484 0.0015898 -0.00202866 -0.0101226 0.00333622 -0.00268937
internal_weight=0 0.0114268 0.010231 0.00922497 0.00816693 0.00642703 0.00256191 0.00386512 0.00270993
internal_count=3121 2997 2754 2547 2390 2079 190 1889 1217
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=10
num_cat=0
split_feature=42 475 43 0 4 16 151 2 13
split_gain=3.65562e-05 6.19336e-05 5.20239e-05 9.90498e-05 8.3045e-05 0.000116553 7.53339e-05 5.76209e-05 0.000137973
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.061959999999999994 -0.063634999999999983 0.24564500000000003 -0.5315899999999999 -0.0038099999999999996 0.097845000000000015 -0.39067499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -4 -8 -9
right_child=1 2 4 -5 5 -7 7 8 -10
leaf_value=-0.0063268262969636358 -0.0091338656162404056 -0.0004829475993948808 0.0074627422663125394 0.018254912436851959 -0.0019389744947538752 0.019548516274128246 -0.014456589877374384 0.011052073679660214 -0.011976759911752516
leaf_weight=0.0017577924491550727 0.0011905499883784016 0.0013728244543486463 0.0011035071890554502 0.0011518261249193664 0.0012616052481142503 0.0010084359873587002 0.0013202023680085632 0.0010063269866162905 0.0013558337164946803
leaf_count=862 448 605 84 151 68 135 549 43 176
internal_value=0 0.0010017 0.00226122 0.00806586 0.000184282 0.00760656 -0.00333626 -0.00657244 -0.00216602
internal_weight=0 0.0107711 0.00958056 0.00252465 0.00705591 0.00227004 0.00478587 0.00368236 0.00236216
internal_count=3121 2259 1811 756 1055 203 852 768 219
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=9
num_cat=0
split_feature=2 16 15 2 47 0 13 52
split_gain=3.79716e-05 4.69341e-05 8.51347e-05 9.59101e-05 8.84708e-05 0.000123108 8.1941e-05 5.53376e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 -0.14147499999999996 0.10981000000000002 0.085270000000000026 -0.11242999999999999 -0.084034999999999985 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -5
right_child=1 2 3 7 -6 6 -8 -9
leaf_value=0.0071688385959538534 0.0073490122041526855 -0.0155483371838412 0.0028341676382011571 0.00056802039434486994 0.0065694358942794606 -0.003946535227033655 -0.020405075360315418 0.016569722128702374
leaf_weight=0.0015453218006054913 0.001397044164608491 0.0010347386510169967 0.0019051630092878345 0.0010479391637602982 0.0015511686960079643 0.0012995498290864233 0.0016498718863701607 0.0010296936745014633
leaf_count=199 189 273 183 244 194 504 1201 134
internal_value=0 -0.0010416 -0.00227315 -0.000653941 -0.00362247 -0.00687905 -0.0131532 0.00849861
internal_weight=0 0.0109152 0.00951812 0.00848339 0.00640575 0.00485458 0.00294942 0.00207763
internal_count=3121 2922 2733 2460 2082 1888 1705 378
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=11
num_cat=0
split_feature=484 14 475 48 4 12 4 3 16 2
split_gain=0.000258251 0.000162329 0.000212385 0.000125395 0.000175151 0.000111903 0.000113503 0.000107147 8.72864e-05 0.000121939
threshold=-0.0068949999999999992 0.054835000000000009 -0.051009999999999993 0.12737000000000001 0.27834500000000006 0.098810000000000023 -0.0016099999999999997 0.096675000000000011 -0.082404999999999992 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11
leaf_value=-0.00088189874933698015 0.0008958198065222257 -0.00068690866364973496 0.0006896943678914954 -0.00059227018324291758 0.00062702354688398091 -0.00044319591975244745 -0.00046268570352922116 0.00018995398186192155 -0.00035456667457718801 0.00043962795162609444
leaf_weight=0.001189195270989857 0.0011460520557901146 0.0010326676542888593 0.0014067390339061805 0.0010877665030536486 0.0018845201598871675 0.0018186962143659389 0.002010442618825989 0.001729081465589033 0.0012284132764212074 0.0017073835328918381
leaf_count=503 315 86 412 75 262 309 331 49 607 172
internal_value=0 4.8644e-05 0.000102826 3.22278e-05 8.98682e-05 -1.23745e-05 8.45727e-05 -0.000160918 0.000295974 0.000107316
internal_weight=0 0.0150518 0.0140191 0.012873 0.0117853 0.00990076 0.00808206 0.00373952 0.00434254 0.0029358
internal_count=3121 2618 2532 2217 2142 1880 1571 380 1191 779
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=10
num_cat=0
split_feature=124 48 48 51 484 52 0 43 15
split_gain=3.4415e-05 5.6335e-05 0.000125062 0.000158316 9.29831e-05 7.22452e-05 0.000106858 0.000129055 0.000149047
threshold=-0.043384999999999993 0.12230500000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 -0.088204999999999992 0.0059850000000000016 -0.00067499999999999993 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.0096394831800276342 -0.013561105513502742 -0.013328204529951095 0.017572058717549223 -0.022201336487574472 0.015921319691264528 -0.0083242877871415096 -0.009784684487634962 -0.0035357154778579624 0.022958010868785392
leaf_weight=0.0010280914184699922 0.0012547644721785083 0.0010139471899246718 0.0011385274980565191 0.0010319328925621823 0.0010695125508945261 0.0012862541629662413 0.0018968176851139919 0.0010452698935962037 0.0016993301598656444
leaf_count=259 421 92 214 270 286 964 96 115 404
internal_value=0 -0.00090549 0.000303058 -0.00181472 0.000734688 -0.0015267 0.00102073 0.00610548 0.012868
internal_weight=0 0.0114364 0.0104224 0.00928388 0.00825195 0.00718244 0.00592767 0.00403085 0.0027446
internal_count=3121 2862 2770 2556 2286 2000 1579 1483 519
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=10
num_cat=0
split_feature=1 12 133 13 43 4 47 48 0
split_gain=3.61077e-05 4.93169e-05 4.88014e-05 9.16139e-05 6.64851e-05 0.000166365 0.00014831 8.12662e-05 6.93199e-05
threshold=0.13686500000000004 0.11650500000000001 0.088525000000000006 0.10935500000000002 -0.083684999999999996 -0.033174999999999989 0.092530000000000015 0.085845000000000019 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.010516731207340537 0.0084821845636314282 -0.011597505664718486 -0.010078080783451787 0.015426425317804564 -0.016414874921509601 0.022200985674708008 -0.014129696574501777 -0.0037038674530614924 0.0053597207801617608
leaf_weight=0.001211603637241941 0.0011737968570728246 0.0010225569600671768 0.0010837941532732516 0.0010651080838588447 0.0016740547198320138 0.0010276099699390515 0.0011406876696786116 0.001310128351399876 0.0016672878970553657
leaf_count=393 169 121 640 118 868 93 150 189 380
internal_value=0 -0.000920135 0.000152353 0.00137125 -0.000492724 -0.00244867 0.00209496 0.00671596 0.0117816
internal_weight=0 0.0112028 0.0101803 0.00909648 0.00803137 0.00681977 0.00514571 0.00400503 0.0026949
internal_count=3121 2952 2831 2191 2073 1680 812 662 473
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=13
num_cat=0
split_feature=484 43 43 1 15 15 51 51 15 151 15 133
split_gain=0.000175997 0.000102657 0.000152886 0.00011925 0.000116778 0.000185044 0.000243219 0.000166941 0.000102473 0.000117006 0.000102374 9.75137e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 -0.076794999999999988 0.095050000000000009 -0.24436499999999997 -0.077429999999999985 -0.10091499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 -5 8 -8 -10 -11 -2
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00076354345613233567 -3.6132939597386182e-05 -0.00054912979827650022 0.00080134011011697489 -0.00073273199178044133 -0.0004087507718025053 0.00092602451382196773 0.00062288230682711748 0.00097799049595232671 0.0004614417487717777 8.4305578605929445e-05 -0.00071058449385344262 -0.00080052018975217067
leaf_weight=0.0010948346310582684 0.0016892160458864378 0.0010144518408288375 0.0010906834333243394 0.001126442014423963 0.0012927824730009354 0.0012313636361931009 0.0011378120305690128 0.0010318948329348793 0.0011689337652898103 0.0013226274114037705 0.0011774983281851359 0.0010346705878585519
leaf_count=503 555 193 93 95 361 196 157 84 146 63 102 573
internal_value=0 5.21143e-05 9.79604e-05 3.51463e-05 0.000138952 0.000225336 0.000101463 0.0002624 0.000108784 -5.0643e-05 -0.000290068 -0.000326486
internal_weight=0 0.0143184 0.0133039 0.0122132 0.00948935 0.00819657 0.00696521 0.00583877 0.00480687 0.00366906 0.00250013 0.00272389
internal_count=3121 2618 2425 2332 1204 843 647 552 468 311 165 1128
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=10
num_cat=0
split_feature=52 52 4 15 49 15 0 15 16
split_gain=3.47131e-05 8.23826e-05 8.08874e-05 6.98343e-05 0.000116626 0.000217841 0.00011666 0.00011213 5.28052e-05
threshold=0.25317500000000004 0.11008000000000001 -0.42529999999999996 -0.016799999999999995 -0.043469999999999995 -0.10091499999999999 -0.10836499999999999 0.084050000000000014 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -5
right_child=-2 -3 3 7 5 -7 -8 -9 -10
leaf_value=-0.014735987156479282 -0.0094155660953133373 0.014760838839084854 0.0085602923511016449 0.0056182167748336179 -0.010007561914852072 -0.027302586162344857 0.011643953578986142 -0.0071723861468203347 0.021426851799207804
leaf_weight=0.0010327196221592864 0.0010178397232467546 0.0010790838000395405 0.0017922698232178671 0.0012203209872969391 0.0014894298801597788 0.0011419681105127892 0.0013232022064707909 0.0010978949103036487 0.0011609422714804456
leaf_count=177 322 211 242 250 168 518 269 828 136
internal_value=0 0.000814291 -0.0006527 0.000923719 -0.00266834 -0.00775728 0.000178389 0.00685707 0.0133254
internal_weight=0 0.0113378 0.0102587 0.00922603 0.00574687 0.0039546 0.00281263 0.00347916 0.00238126
internal_count=3121 2799 2588 2411 1197 955 437 1214 386
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=10
num_cat=0
split_feature=1 4 133 13 4 43 48 3 12
split_gain=3.71275e-05 6.19976e-05 6.32516e-05 5.33729e-05 8.83044e-05 5.12499e-05 9.09616e-05 8.3737e-05 0.000157155
threshold=0.094385000000000011 -0.0016099999999999997 0.084990000000000024 0.038215000000000006 -0.090289999999999981 -0.081454999999999986 -1.0000000180025095e-35 0.095270000000000007 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 8 -8
right_child=5 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.013962719709782268 -0.0069085992347830338 -0.014371231837635714 -0.013094297555393018 0.015646544470331303 0.011549903603561869 -0.0089593950482611141 0.035152654487356688 0.0012149760224874091 0.0015305079769888995
leaf_weight=0.001014536170684592 0.0014997956025501538 0.0014861795710607176 0.0010056030682062188 0.0010524282080943284 0.0010016985055500917 0.0011858238921665367 0.001062179580928445 0.0019580711288263268 0.0010053746635144134
leaf_count=127 222 525 581 173 772 89 179 211 242
internal_value=0 -0.00371467 0.000172555 0.00452011 -0.00128763 0.00302037 0.00587781 0.0102484 0.0188035
internal_weight=0 0.00556045 0.00407427 0.00306866 0.00201623 0.00671124 0.00521145 0.00402563 0.00206755
internal_count=3121 2178 1653 1072 899 943 721 632 421
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=10
num_cat=0
split_feature=3 50 15 15 49 16 160 52 3
split_gain=3.44104e-05 8.10477e-05 5.61127e-05 9.91468e-05 6.93448e-05 9.65597e-05 0.000154272 0.000173212 5.86476e-05
threshold=0.16158000000000003 0.083090000000000011 -0.15914499999999995 -0.095869999999999983 -0.052259999999999994 -0.073404999999999984 -0.074254999999999988 0.091275000000000009 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 -7 -8 -5
right_child=-2 -3 3 4 5 6 7 -9 -10
leaf_value=0.011085979143314263 0.0092357316843039196 -0.016876566093308332 -0.01541471186668446 0.0020999891984126314 0.019505530369704066 0.018655494593085874 -0.020318526281060182 0.010398929995635341 -0.017430592807157926
leaf_weight=0.0014742806824215573 0.0012380126413443051 0.0010105872116705781 0.0014213766058601574 0.0010918544176680613 0.0012380921397665886 0.00113071466493755 0.0014863518703066188 0.001093724272081785 0.0010214077752160088
leaf_count=250 156 573 229 205 629 273 589 131 86
internal_value=0 -0.00106812 0.000536227 -0.00129713 0.00154428 0.00533793 0.000610954 -0.00729704 -0.00733977
internal_weight=0 0.0109684 0.0099578 0.00848352 0.00706215 0.00494888 0.00371079 0.00258008 0.00211326
internal_count=3121 2965 2392 2142 1913 1622 993 720 291
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=9
num_cat=0
split_feature=1 43 2 43 1 16 16 52
split_gain=3.79814e-05 5.61384e-05 8.91051e-05 5.43213e-05 4.28486e-05 0.000107203 6.77334e-05 7.33993e-05
threshold=0.094385000000000011 0.05259500000000001 0.086950000000000013 -0.088004999999999986 0.10708500000000001 -0.5315899999999999 -0.071854999999999988 -0.090859999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7 -8
right_child=4 -3 3 -5 5 6 7 -9
leaf_value=0.003346919374204825 0.010097187423081201 0.0049741687495868537 -0.0039856936715582086 -0.019357228706720058 -0.014303778497069642 0.011421011851158611 0.0084773903438865438 -0.0099930210506021227
leaf_weight=0.0014985738847092997 0.0015198710269617062 0.0015756495192357448 0.0010821961139483728 0.001336708257606663 0.0010364004557241726 0.001810896045820091 0.0010051165330110766 0.0012628201544145493
leaf_count=833 325 326 307 712 61 273 126 158
internal_value=0 -0.00315578 -0.00642573 -0.0124801 0.00257805 0.000343914 0.00406578 -0.0018072
internal_weight=0 0.00549313 0.00391748 0.0024189 0.0066351 0.00511523 0.00407883 0.00226794
internal_count=3121 2178 1852 1019 943 618 557 284
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=9
num_cat=0
split_feature=41 52 13 160 52 2 4 15
split_gain=3.71811e-05 5.66396e-05 0.000146359 0.000145972 0.000126588 0.000202122 0.000148976 0.000101
threshold=0.075585000000000013 -0.046924999999999988 -0.004174999999999999 -1.0000000180025095e-35 0.10744000000000002 0.10097500000000002 -0.03898999999999999 -0.091604999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -4
right_child=-2 3 7 4 -6 -7 -8 -9
leaf_value=0.022760329505508083 -0.010547467532096925 -0.018968339438448036 0.011476388461744449 0.021975999405531448 0.019174347473897888 -0.018733656172782678 -0.0035357201660091778 -0.011711705216615973
leaf_weight=0.0012468981942006176 0.001014022413946881 0.0013612104218007279 0.0011228271523975458 0.001219637709528037 0.0011310635009880443 0.0016165719467828958 0.0019827918630021795 0.0013829841121434307
leaf_count=523 170 709 71 699 173 214 243 319
internal_value=0 0.00094397 0.00668016 -0.00200029 0.00188154 -0.00217724 0.00618036 -0.00132137
internal_weight=0 0.011064 0.00375271 0.00731128 0.00595007 0.004819 0.00320243 0.00250581
internal_count=3121 2951 913 2038 1329 1156 942 390
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=11
num_cat=0
split_feature=484 1 52 12 150 52 49 52 3 2
split_gain=0.000212021 0.000112651 8.90675e-05 0.000126385 0.000111734 0.000120219 6.92621e-05 9.39884e-05 0.00012189 7.88811e-05
threshold=-0.0068949999999999992 0.13686500000000004 -0.020999999999999994 0.098810000000000023 0.086615000000000011 -0.087769999999999987 -0.026779999999999995 0.060015000000000006 -0.0025099999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -4 8 -8 -9
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=-0.00079707334328072798 0.00012464936207949787 0.00060843642126480729 0.00043672433254055541 -0.00053176097528894665 -0.00020774669865069312 0.00089772846448718589 -0.00076551304080388349 0.00046204477199248312 5.253388617237993e-05 -0.00019578544636699908
leaf_weight=0.0010782328087979793 0.0017346620812153353 0.001257450780318743 0.0011950028615055298 0.0018485812619997424 0.0013732401941593253 0.0012148314540202983 0.0011876767018236818 0.0015311685179711914 0.0014209786264982743 0.0011217911859983803
leaf_count=503 487 162 153 250 141 149 447 654 90 85
internal_value=0 7.0491e-05 1.69241e-05 -9.72657e-05 0.000236315 0.000443064 2.71338e-05 -6.58913e-05 -0.000319909 0.000183884
internal_weight=0 0.0138854 0.0126279 0.0083052 0.00432273 0.00294949 0.00645662 0.00526162 0.00260866 0.00265296
internal_count=3121 2618 2456 1679 777 636 1429 1276 537 739
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=11
num_cat=0
split_feature=484 43 15 2 1 150 47 4 43 0
split_gain=0.000237654 0.000115589 0.000132148 0.00011181 0.000110477 0.000181257 0.000218532 0.00010463 9.71821e-05 0.000161587
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.087170000000000011 0.087885000000000019 -0.062539999999999984 -0.025214999999999998 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -4 -5 -10
right_child=1 -3 7 8 5 -7 -8 -9 9 -11
leaf_value=-0.00088168475273417001 -0.00053410580183892371 -0.00056690287369590858 6.0392727430524136e-05 8.9021543395181785e-07 0.00084843477460022198 -0.0004150286531092266 -0.00010338915725135883 -0.00076224135595242127 0.00015287101102029514 0.0010349219998272933
leaf_weight=0.0010742602991697233 0.0010643413726176536 0.0010175689302361216 0.0012668291008537252 0.0013564610380555251 0.0018215228201638864 0.0014933834433302762 0.0017455989585331358 0.0010407280402398708 0.0014540738512553997 0.0016254548127394553
leaf_count=503 358 193 832 280 230 85 143 170 82 245
internal_value=0 5.68034e-05 0.000106123 0.000197182 2.88496e-05 0.000147252 0.000382652 -0.000310622 0.000429602 0.00061844
internal_weight=0 0.013886 0.0128684 0.0105608 0.00612485 0.00506051 0.00356712 0.00230756 0.00443599 0.00307953
internal_count=3121 2618 2425 1423 816 458 373 1002 607 327
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=10
num_cat=0
split_feature=1 3 3 12 14 15 16 12 0
split_gain=4.28056e-05 4.91491e-05 8.3609e-05 8.0453e-05 4.35069e-05 7.50065e-05 0.000122754 0.000111869 5.93978e-05
threshold=0.094385000000000011 0.10732000000000001 -0.12018999999999998 1.0000000180025095e-35 -0.10708499999999999 -0.15026499999999995 -0.27167499999999994 0.051320000000000005 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7 8 -8
right_child=4 -3 3 -5 5 6 7 -9 -10
leaf_value=0.004222008688064458 -0.007756439637692375 0.0075222084954917959 -0.0043163577725863532 -0.023541811218181836 0.018887226625992674 -0.013077040659810843 0.024668516040931013 -0.0063184555675624299 0.0060079736264560847
leaf_weight=0.0015662515966531863 0.0010065989771980213 0.0010073782300139555 0.001740756810662744 0.0011436691872579695 0.0010060803664774035 0.0012588198590461753 0.0010627714412283218 0.0011907590292732743 0.001101497510521758
leaf_count=174 122 28 217 1759 173 110 107 281 150
internal_value=0 -0.00370962 -0.00625187 -0.0119392 0.00302478 0.00495583 0.001918 0.0075442 0.0151713
internal_weight=0 0.00545806 0.00445068 0.00288443 0.00662653 0.00561993 0.00461385 0.00335503 0.00216427
internal_count=3121 2178 2150 1976 943 821 648 538 257
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=12
num_cat=0
split_feature=484 1 376 52 1 16 151 49 16 0 16
split_gain=0.000216461 0.000135435 0.000144612 0.000111029 0.000108176 0.000159186 0.000120218 0.000132642 0.000183477 0.000132542 9.04304e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.048375000000000008 0.084960000000000022 0.11181500000000001 -0.45661999999999997 -0.077429999999999985 -0.069799999999999987 -0.094359999999999986 -0.10151999999999999 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 -10 -5
right_child=1 -3 -4 10 5 -7 7 8 9 -11 -12
leaf_value=-0.00082249136554950284 0.00077702114112060373 0.00065900240639273349 0.00069843356299529235 -0.00080786687229217997 -0.00085150079408609499 7.6110804944464763e-05 -0.00054042581482829433 -0.00028459628690398817 0.0010520223646786546 0.00014797487131881388 -8.15375999204181e-05
leaf_weight=0.0011402508957389394 0.0011057045360388686 0.0013385399318529998 0.0010610906724844498 0.0012041477524865687 0.0011117158587893583 0.0019746092266345744 0.0010979938035496359 0.0016390179867944435 0.0011421860383890076 0.0013729573323215008 0.0014557881026588297
leaf_count=503 222 162 136 707 64 142 86 185 78 726 110
internal_value=0 6.47731e-05 4.35637e-06 -5.64889e-05 4.31741e-05 -0.000258021 0.000189385 6.56732e-05 0.000225872 0.000558524 -0.000410345
internal_weight=0 0.0145038 0.0131652 0.0121041 0.00944418 0.00308633 0.00635786 0.00525216 0.00415416 0.00251514 0.00265994
internal_count=3121 2618 2456 2320 1503 206 1297 1075 989 804 817
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=10
num_cat=0
split_feature=147 52 1 42 151 2 48 43 43
split_gain=3.63657e-05 7.40684e-05 8.45751e-05 9.96535e-05 7.43988e-05 9.10724e-05 7.60016e-05 8.28689e-05 5.25081e-05
threshold=0.089025000000000007 0.17829500000000004 0.12811000000000003 0.093775000000000011 -0.0083949999999999979 0.089885000000000007 0.085485000000000019 0.05259500000000001 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.010720592084896396 0.010020999506949835 -0.016226842526384837 0.015307171415085346 -0.018667190846759177 0.0044363856688741715 -0.0053140118338264129 0.022309930127550347 0.016362869849811494 -0.013773201949149423
leaf_weight=0.0015738874671354349 0.0011650992988723194 0.0010434359991249491 0.0012109339684530799 0.0010655596665560428 0.0010327710315452218 0.0014822914066165221 0.0011609577103041816 0.001095021642797864 0.0012497812479944372
leaf_count=370 124 355 218 413 351 407 138 93 652
internal_value=0 -0.00108568 0.000514822 -0.00155354 0.000847556 0.00387156 0.00961452 0.00389583 -0.00553403
internal_weight=0 0.0109146 0.0098712 0.00866027 0.00759471 0.00602082 0.00373827 0.00257731 0.00228255
internal_count=3121 2997 2642 2424 2011 1641 638 500 1003
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=10
num_cat=0
split_feature=1 4 151 2 457 3 4 43 43
split_gain=3.50726e-05 7.94045e-05 5.34908e-05 7.19234e-05 9.85042e-05 0.000140579 8.41938e-05 0.000152025 4.79835e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.12198500000000001 0.045365000000000009 0.088060000000000013 0.053180000000000012 -0.0092949999999999994 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -2 -8 -1
right_child=2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0055194141838115366 -0.0049631457617249882 -0.014437132777507092 -0.0075243842522201782 0.014373575586403861 0.014606356752484465 -0.013314497580741583 -0.0024985199426673628 0.023473560406042985 0.0085516009999561764
leaf_weight=0.0011892367306926815 0.0014873876110388764 0.0011470697260514097 0.0012616153670930996 0.0011246290339428115 0.00104826589951168 0.0016148700927048343 0.0010814342594145654 0.0010037885793610091 0.0010576455575090904
leaf_count=317 652 1283 121 229 131 156 124 72 36
internal_value=0 -0.00414848 0.00161919 0.00318645 0.00116883 -0.00154657 0.0037727 0.010004 0.00110405
internal_weight=0 0.00339395 0.00862199 0.00736038 0.00623575 0.00518748 0.00357261 0.00208522 0.00224688
internal_count=3121 1636 1485 1364 1135 1004 848 196 353
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=12
num_cat=0
split_feature=484 43 15 2 2 3 4 150 1 47 3
split_gain=0.000205461 0.000137636 0.000120688 0.000137052 0.00010098 0.000144846 9.32079e-05 8.7215e-05 0.000141384 0.000177518 7.51797e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 0.11389000000000002 0.11924500000000002 -0.080924999999999983 0.08882000000000001 1.0000000180025095e-35 0.087885000000000019 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 10 -6 -4 8 -2 -10 -5
right_child=1 -3 6 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00082764598512869304 -0.00049787522451157236 -0.00062189809154216465 8.8437102808580978e-05 0.00040949153933184953 0.00065278347217830252 -0.00034039552461074006 -0.00069921499083777227 -0.00041475895974180007 0.00072394752784852429 -0.00013092342468496517 0.0011411207250350576
leaf_weight=0.0010392868179817149 0.0010010352923456212 0.0010128281247097923 0.0011533726943714767 0.0010523294123748451 0.0011342094950788435 0.0010403876012223118 0.0010704849009036512 0.0013484080879375207 0.0018942693109179078 0.001706109119782865 0.001024104541504478
leaf_count=503 286 193 517 226 215 109 485 145 241 144 57
internal_value=0 5.95161e-05 0.000115063 0.000203525 0.000467133 0.000177619 -0.00029071 1.51815e-05 0.000141172 0.00031885 0.000770334
internal_weight=0 0.0134375 0.0124247 0.0102009 0.00425103 0.0021746 0.00222386 0.00594982 0.00460141 0.00360038 0.00207643
internal_count=3121 2618 2425 1423 607 324 1002 816 671 385 283
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=12
num_cat=0
split_feature=484 15 11 133 4 3 16 1 0 0 4
split_gain=0.000258212 0.000129828 0.000121183 9.92813e-05 0.000141249 0.000213774 0.000136749 0.000164475 0.000147956 8.81287e-05 5.29322e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.099660000000000012 -0.15289999999999995 -0.10831999999999999 -0.27167499999999994 0.12811000000000003 -0.10607499999999999 -0.14920999999999998 -0.021294999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 -8 -10
right_child=1 2 -4 -5 6 -7 7 -9 10 -11 -12
leaf_value=-0.00090688353507730292 0.00057400077844206674 0.0012035483526978035 -0.00064604116451250386 -0.00050564720452161527 -0.00050987376715552345 4.3354225854859837e-05 -3.0669441818019271e-05 0.00076458478744423418 -0.00011640551981157603 0.00066033449348667508 -0.00070248458863131022
leaf_weight=0.0011390872993991856 0.0016867831823392026 0.0010281327844410271 0.0010405678583748348 0.0011126849933892529 0.0017031252062807709 0.0015035156144133756 0.0016807614818485916 0.0012156734696066596 0.0012301436937758679 0.0012280958090786151 0.0011429446102071842
leaf_count=503 232 34 155 383 183 120 72 52 774 105 508
internal_value=0 6.24705e-05 -4.49092e-06 5.18681e-05 0.000109669 0.000514523 -1.53137e-05 0.000114318 -3.5345e-05 0.000261067 -0.000398677
internal_weight=0 0.0145724 0.0128856 0.0118451 0.0107324 0.00253165 0.00820074 0.00649762 0.00528195 0.00290886 0.00237309
internal_count=3121 2618 2386 2231 1848 154 1694 1511 1459 177 1282
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=12
num_cat=0
split_feature=484 43 4 4 43 16 1 16 13 2 1
split_gain=0.0002334 0.000137565 0.000113715 0.000145974 0.000139577 0.000125884 9.35473e-05 0.000118176 0.000104873 0.000143413 7.66061e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.26790000000000008 0.10924000000000002 0.070450000000000013 -0.51370499999999997 0.10089500000000001 0.15891500000000003 -0.033284999999999988 0.092480000000000021 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 8 -8 -2 10 -10
right_child=1 -3 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00083718865645123505 -0.00056229806801903369 -0.0005832504561363675 0.0001267840486073212 -0.00055102899593790805 0.00071099507235720038 0.00092775579369544124 0.00063629073948363846 -0.000170282767269461 0.00056359620625180218 -0.00051395333983204135 -0.00010830616744093958
leaf_weight=0.0011144103331966722 0.0014554497093291338 0.0010968733227557518 0.001788508811993154 0.0013852303599874377 0.001177811927068128 0.001141914253796368 0.0015543046531083654 0.0011031374997165777 0.0014795124946767576 0.0011521668868441776 0.0010170156615179927
leaf_count=503 826 193 112 92 70 231 195 133 452 211 103
internal_value=0 5.8168e-05 0.000111246 1.82479e-05 0.000106462 0.000438903 1.47246e-05 0.000301472 -0.000134569 3.60508e-05 0.000289882
internal_weight=0 0.0143519 0.0132551 0.0103246 0.0089394 0.00293042 0.00776159 0.00265744 0.00510414 0.0036487 0.00249653
internal_count=3121 2618 2425 2082 1990 343 1920 328 1592 766 555
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=10
num_cat=0
split_feature=41 150 3 16 1 2 52 4 0
split_gain=3.42165e-05 5.88144e-05 7.67221e-05 6.18219e-05 8.0258e-05 8.73574e-05 7.79723e-05 0.00010104 7.65898e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.27167499999999994 0.11323000000000001 0.084055000000000005 -0.077024999999999996 -0.080924999999999983 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 -6
right_child=-2 -3 3 4 8 6 7 -9 -10
leaf_value=0.01226852299554798 -0.0091112719570685327 -0.010010188273583456 -0.0096223503564700948 0.0096904535840662345 0.019748385354193883 0.0047166064095344115 -0.0013361463649749058 -0.02404138380414271 0.00014803108840584161
leaf_weight=0.0016827263842173505 0.0010246391097155369 0.0012079135705471917 0.0014623275386370276 0.0012965474218537059 0.001135162103585996 0.0011384782923072219 0.0011133831367242583 0.001013074619325638 0.0010283142106576222
leaf_count=215 170 113 267 608 94 446 339 725 144
internal_value=0 0.000825287 0.00215136 7.19825e-05 0.00217999 -0.00173397 -0.00627075 -0.0121532 0.0104322
internal_weight=0 0.0110779 0.00987001 0.00818729 0.00672496 0.00456148 0.00326494 0.00212646 0.00216348
internal_count=3121 2951 2838 2623 2356 2118 1510 1064 238
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=10
num_cat=0
split_feature=4 156 151 47 4 2 2 3 16
split_gain=3.55437e-05 4.29779e-05 5.70765e-05 5.98749e-05 9.05864e-05 9.43352e-05 9.3705e-05 3.77338e-05 2.83319e-05
threshold=0.27044500000000005 0.085790000000000019 -0.055494999999999996 0.10783500000000001 0.055260000000000011 0.10981000000000002 0.093175000000000022 -0.13309499999999996 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -2 -4
right_child=7 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.013000816152435778 -0.0010094776346973359 -0.013197725367670438 0.0098631474899391718 0.0095221278261819076 -0.019693645068788575 0.013920819387766603 -0.016135798738397284 0.013639463952915253 -0.003776619988662318
leaf_weight=0.0010165046783916967 0.0012572885752843987 0.0010323437762198911 0.0010231963660515459 0.0013081411853000232 0.001148449165965985 0.0011520570174121739 0.0016872248773021838 0.0012544205859441821 0.00116073306390976
leaf_count=331 83 387 468 115 229 168 317 282 741
internal_value=0 -0.00168428 -0.000285339 -0.00209093 -0.00455242 -0.00109071 -0.00555814 0.00630663 0.00261377
internal_weight=0 0.00952865 0.00849631 0.0074798 0.00617166 0.00502321 0.00387115 0.00251171 0.00218393
internal_count=3121 2756 2369 2038 1923 1694 1526 365 1209
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=12
num_cat=0
split_feature=484 43 42 40 48 2 150 52 47 2 1
split_gain=0.000214752 0.00012737 0.00014271 0.000198285 0.000145375 0.00011748 8.35263e-05 0.000112727 8.66381e-05 0.000143205 9.69106e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 0.11951500000000001 0.11548000000000001 0.089910000000000018 0.091820000000000013 0.077555000000000013 0.084245000000000014 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00083387624902847351 -0.00051102979091864869 -0.00059185434375117472 0.00089331763426680631 0.00093514035322410328 -0.00060136872971913973 0.00069295538197953024 -0.00028815138736867229 -0.00028801893394245031 -5.4540580127200702e-05 -0.00025642896294446538 0.00056344405588423297
leaf_weight=0.0010779546648400336 0.0012581202820358449 0.0010428383023865636 0.0012531655885399179 0.0014745073655772329 0.0010298025941516365 0.0013135483289487679 0.0018343435007481604 0.0015155684036512853 0.0016748288901086549 0.0010593463908071215 0.0010717950075287419
leaf_count=503 237 193 256 327 61 213 169 392 153 473 144
internal_value=0 5.54082e-05 0.000105463 0.000168899 8.61723e-05 0.000157375 7.58591e-05 0.00017411 0.000306748 0.000474567 0.000155902
internal_weight=0 0.0145279 0.013485 0.0122269 0.0109737 0.00994394 0.00863039 0.00679605 0.00528048 0.00360565 0.00213114
internal_count=3121 2618 2425 2188 1932 1871 1658 1489 1097 944 617
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=10
num_cat=0
split_feature=124 50 484 4 1 0 16 16 3
split_gain=3.87869e-05 5.2451e-05 6.45408e-05 6.51198e-05 0.000101757 7.09829e-05 6.81617e-05 0.000100362 5.24803e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 0.0052350000000000009 0.086560000000000012 0.12500000000000003 -0.094359999999999986 0.066275000000000014 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -5
right_child=1 -3 -4 6 -6 -7 7 -9 -10
leaf_value=0.010171855775858541 0.0076899264746185803 -0.01265704080582299 0.012423115114327124 0.0051904163901375904 -0.018544947194527348 -0.01079642430171911 0.021043864212874623 -0.0024375646746305898 -0.0093994250165777664
leaf_weight=0.0010032728097055616 0.0014403950591485191 0.0010167104720517671 0.0011309932600923464 0.0013422852617680503 0.0013551325831427626 0.0010535125162510761 0.0011405098746596208 0.0010014091871549144 0.0015635398090520086
leaf_count=259 964 579 297 83 372 38 102 136 291
internal_value=0 -0.000943113 0.000244555 -0.00130363 -0.00660645 -0.000119345 0.00273991 0.0100656 -0.00265995
internal_weight=0 0.0110445 0.0100278 0.00889678 0.00384904 0.00249391 0.00504774 0.00214192 0.00290583
internal_count=3121 2862 2283 1986 1374 1002 612 238 374
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=9
num_cat=0
split_feature=48 2 3 51 52 150 13 16
split_gain=3.14583e-05 8.75782e-05 5.97075e-05 5.17034e-05 4.7579e-05 6.56538e-05 9.7e-05 9.35161e-05
threshold=0.12230500000000001 0.11510000000000002 0.13524500000000003 0.087505000000000013 0.084960000000000022 0.087170000000000011 0.0076650000000000008 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.019866585334150717 -0.01001431131511331 0.014461819815105444 0.012234077131233216 -0.015114276107269014 -0.010195510184390862 -0.011030895634170489 -0.0097667250385433738 -8.5012388073256776e-05
leaf_weight=0.001687891552807355 0.0010276966061520372 0.0014758125583464047 0.0010524033056148472 0.0010733279786451621 0.0015987935263970608 0.001192401755423414 0.001213119480921062 0.0016679194954662109
leaf_count=554 108 380 68 303 724 175 231 578
internal_value=0 0.00091997 -0.00118687 -0.00286166 -0.00107486 0.00145615 0.00471503 0.00995016
internal_weight=0 0.0109617 0.00948586 0.00843345 0.00736013 0.00576133 0.00456893 0.00335581
internal_count=3121 3013 2633 2565 2262 1538 1363 1132
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 160 52 12 2 4 150 3
split_gain=0.000235592 0.000158221 0.000155315 0.00012021 0.00013008 0.000108972 0.000150767 0.00029465 0.000186461 0.000258714 0.000112492 0.000162639
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.099660000000000012 0.092070000000000013 -0.090764999999999985 0.096795000000000006 -0.029094999999999999 0.084245000000000014 0.09173000000000002 0.081835000000000019 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 9 -9 11 -10
right_child=1 2 3 -5 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.0008639563380674791 0.00062021303615012618 -0.00064621603840085522 -0.00041001993586437191 -0.00058119812243928321 -0.00049301330171233572 -0.00082247806435485399 0.00086335817237345107 0.00019187504895564435 0.0002717457703040767 0.0014134806564335895 0.00046445428301846001 -0.00079940292547629754
leaf_weight=0.0011514476474385497 0.0016969597071977349 0.0013490841173257251 0.0010316919432016266 0.0010395717577701353 0.0011968660762816186 0.001024539544795363 0.0013603911265437363 0.0016231593958393022 0.0010939234894184382 0.0011309241118784286 0.0013138269266139979 0.0010860506977737232
leaf_count=503 232 187 295 366 122 152 121 349 389 31 154 220
internal_value=0 5.65004e-05 -1.56955e-05 5.57799e-05 0.000116747 0.00019226 0.000264238 0.000152165 0.000311989 0.00069351 1.12455e-05 -0.000261894
internal_weight=0 0.014947 0.01325 0.0119009 0.0108614 0.00966451 0.00863282 0.00727242 0.00624788 0.00275408 0.0034938 0.00217997
internal_count=3121 2618 2386 2199 1833 1711 1416 1295 1143 380 763 609
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=9
num_cat=0
split_feature=1 40 12 51 3 2 2 4
split_gain=3.30445e-05 5.46105e-05 6.65858e-05 6.27065e-05 6.48806e-05 8.88915e-05 0.000102382 0.000123987
threshold=0.13686500000000004 -0.013874999999999998 0.098810000000000023 -0.031924999999999995 0.10299500000000002 0.10276500000000001 0.090790000000000023 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.010141217174729877 0.0096332681899817581 -0.012242821456675957 -0.013059556165770923 0.014009812590358862 0.012127890062936141 0.013018653369642873 -0.02221225357945562 -0.012378670142915237
leaf_weight=0.001364468592765831 0.0011456665585573888 0.0012935499776798682 0.001780758068631547 0.0012212143588036283 0.0017153352253136411 0.0011469198645609191 0.0010100365802118826 0.0013264337205236912
leaf_count=262 169 453 420 1002 132 151 323 209
internal_value=0 -0.00103752 -0.00264408 -0.000239534 0.002179 -0.00144844 -0.00611232 0.000270641
internal_weight=0 0.0108587 0.00949425 0.00771349 0.00641994 0.0047046 0.00355768 0.00254765
internal_count=3121 2952 2690 2270 1817 1685 1534 1211
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=13
num_cat=0
split_feature=484 43 15 3 2 2 3 3 0 2 13 16
split_gain=0.000233268 0.000143025 0.000127152 0.000136513 0.000105134 0.000115458 0.000165956 0.000158305 0.000107156 0.000143237 0.000117617 0.000134028
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.080934999999999993 0.098035000000000011 0.11389000000000002 0.11924500000000002 -0.0069549999999999994 -0.10607499999999999 0.08647500000000001 -0.039649999999999998 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 7 -7 -6 9 -2 -10 -12
right_child=1 -3 3 -5 5 6 -8 -9 10 -11 11 -13
leaf_value=-0.00088571445517894327 0.00085710962682145249 -0.00063845408530580007 0.00010684072934206882 -0.00084581549958605794 0.00017755102325887762 0.00063440507549281024 -0.0004162873858739645 0.0012280917975823387 -0.00067420647885630259 -0.00012695083501884405 -0.00031827613010091175 0.00054216393141853737
leaf_weight=0.0010806628706275445 0.0011724196922852093 0.0010465290420869555 0.0013647807086268346 0.0010035556588349048 0.0010102043314785666 0.0011931961820664441 0.0011209185264602628 0.0012144702535139551 0.0011756291078890489 0.0011043576142253861 0.0015662917546016885 0.0012526359297582381
leaf_count=503 64 193 629 373 215 215 109 68 407 77 188 80
internal_value=0 5.9242e-05 0.000114648 -0.000296837 0.000204798 0.000432095 0.000125467 0.000751051 4.0294e-05 0.000379788 -0.000153207 6.40743e-05
internal_weight=0 0.014225 0.0131785 0.00236834 0.0108101 0.00453879 0.00231411 0.00222467 0.00627133 0.00227678 0.00399456 0.00281893
internal_count=3121 2618 2425 1002 1423 607 324 283 816 141 675 268
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=12
num_cat=0
split_feature=484 43 13 40 16 48 2 3 150 1 2
split_gain=0.000232451 0.000150636 0.000141287 0.000170715 0.000134191 0.000149862 0.000150607 9.95849e-05 0.000197271 0.000203297 0.000145677
threshold=-0.0068949999999999992 0.18116500000000002 0.25761500000000009 -0.03549999999999999 0.25792000000000009 0.11951500000000001 0.113445 0.090900000000000009 0.086730000000000015 0.077565000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00085596105998291829 0.00079439607099664428 -0.00063676149448151748 -0.00057975333777702761 -0.00035931946746785824 -0.00056838132182624043 -0.00054013097789831527 0.00076638154870830937 0.00054720626512714827 -0.00063418824109232345 0.00013778663103037201 0.0010162069431810454
leaf_weight=0.0011026502301369348 0.0014329239296939989 0.0010644586568618894 0.0010031661871474909 0.0015547637550491888 0.0010390357114578768 0.0010222382600170712 0.0016248782679043963 0.0015830001131630356 0.001370242702129966 0.0016745181674808554 0.0011959328698830651
leaf_count=503 268 193 75 840 294 55 201 103 148 353 88
internal_value=0 5.94638e-05 0.000114357 0.000170073 8.92201e-05 0.000157373 0.000236568 0.000119892 3.17366e-06 0.000200529 0.000503768
internal_weight=0 0.0145652 0.0135007 0.0124975 0.0110646 0.0100256 0.00900334 0.00737846 0.00579546 0.00442521 0.00287045
internal_count=3121 2618 2425 2350 2082 1788 1733 1532 1429 1281 441
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=10
num_cat=0
split_feature=147 52 1 42 49 15 160 2 0
split_gain=3.50264e-05 5.98584e-05 6.66752e-05 9.17887e-05 6.69197e-05 0.000112985 7.22411e-05 7.70261e-05 6.49103e-05
threshold=0.089025000000000007 0.17829500000000004 0.12811000000000003 0.093775000000000011 -0.0020949999999999996 -0.074054999999999996 -0.027994999999999996 0.096540000000000015 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9
right_child=-2 -3 -4 -5 6 -7 7 8 -10
leaf_value=0.003765998489487399 0.0090807477940452064 -0.013658601461525099 0.012373591796345337 -0.01658033375100398 0.016516651766708468 -0.020875072583810605 -0.0071742004136901589 0.018262321755149177 -0.00081671542611318161
leaf_weight=0.0012848315838067175 0.0011639386903951601 0.0010300460700330598 0.0012263390095006007 0.0010622775704204083 0.0011343844442388198 0.0010153204705154011 0.0019542659960389832 0.0010009460682388815 0.0011891870287359385
leaf_count=205 124 355 218 413 282 218 942 257 107
internal_value=0 -0.000994677 0.000327274 -0.00138231 0.000747875 -0.00711093 0.00417223 0.000793378 0.00790289
internal_weight=0 0.0108976 0.00986755 0.00864121 0.00757894 0.00230015 0.00527878 0.0041444 0.00219013
internal_count=3121 2997 2642 2424 2011 423 1588 1306 364
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=13
num_cat=0
split_feature=484 43 42 40 48 2 474 43 2 43 2 12
split_gain=0.000230868 0.000130782 0.000117328 0.000179537 0.000149766 0.00011721 8.23103e-05 0.000125848 0.000101979 9.12054e-05 7.48543e-05 5.49958e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 0.11951500000000001 0.11548000000000001 0.084660000000000027 -0.074359999999999996 0.089885000000000007 -0.092909999999999979 0.093320000000000014 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 11 -5 -10 -9
right_child=1 -3 3 4 -6 -7 -8 8 10 -11 -12 -13
leaf_value=-0.00087523968457838637 -0.00046731713520701038 -0.00058745453772947917 0.00086159820152751645 3.4718813698956293e-05 -0.00061939820103800521 0.00069969898727264429 0.00058920353782711786 -0.00019782362039860772 0.00050384875281122839 0.00081136685406343683 -0.0001598557641551519 -0.00079593282012642582
leaf_weight=0.001053904475302612 0.001178611482828427 0.0010726385023885907 0.0012372244983077938 0.0012510133744557412 0.0010021535255942933 0.0012939730899041027 0.0010182582374688928 0.0012876804490759394 0.0010071838516153564 0.0010097957119300062 0.0016677472372525308 0.0010166220312212916
leaf_count=503 237 193 256 192 61 213 186 108 95 270 272 535
internal_value=0 5.76392e-05 0.000110988 0.000168792 8.75786e-05 0.000161749 7.74594e-05 5.48634e-06 -0.000165292 0.00038161 9.00469e-05 -0.0004617
internal_weight=0 0.0140429 0.0129703 0.0117917 0.0105544 0.00955227 0.0082583 0.00724004 0.00497923 0.00226081 0.00267493 0.0023043
internal_count=3121 2618 2425 2188 1932 1871 1658 1472 1010 462 367 643
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=12
num_cat=0
split_feature=484 43 15 3 2 0 15 150 13 42 2
split_gain=0.000299867 0.000133288 0.000129182 9.71436e-05 9.55995e-05 0.000111291 0.000151489 9.26814e-05 0.000132024 8.82525e-05 0.000146084
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.083924999999999986 0.098035000000000011 -0.18113999999999997 -0.074054999999999996 0.098740000000000008 -0.063184999999999977 -1.0000000180025095e-35 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 -7 8 -2 -10 -11
right_child=1 -3 3 -5 5 6 -8 -9 9 10 -12
leaf_value=-0.00090811379603235125 -0.00037928216011118429 -0.00055280412180016701 5.958906962616827e-05 -0.00068370320983844547 -1.0345221300819731e-05 0.0010974449793773409 0.0002604300960441895 -0.00041740257729171859 -0.00010099621276090021 0.00089489415590405391 6.3301794100274208e-05
leaf_weight=0.0011812089922097072 0.0012183339406431418 0.0011199440054584725 0.0013302829717443789 0.0010938881225359218 0.0015085766399405287 0.0012498739851811744 0.001803193664008391 0.0011789277150003052 0.0012315624032024999 0.0014803790284580883 0.0014062214225819243
leaf_count=503 343 193 455 547 84 306 217 120 148 110 95
internal_value=0 5.97194e-05 0.000110529 -0.000275816 0.000195079 0.000400221 0.00060309 5.14527e-05 0.000155031 0.000313105 0.00048978
internal_weight=0 0.0146212 0.0135012 0.00242417 0.0110771 0.00456164 0.00305307 0.00651542 0.0053365 0.00411816 0.0028866
internal_count=3121 2618 2425 1002 1423 607 523 816 696 353 205
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=13
num_cat=0
split_feature=484 41 474 1 150 42 43 3 0 15 48 42
split_gain=0.00024417 0.00012355 0.000106325 0.00010197 0.000164287 0.000107208 0.000161242 7.73638e-05 8.03478e-05 0.000133 0.000123794 7.60068e-05
threshold=-0.0068949999999999992 0.07831500000000001 0.084660000000000027 0.13686500000000004 0.11456000000000001 -1.0000000180025095e-35 -0.074359999999999996 -0.10831999999999999 -0.10151999999999999 -0.10203999999999998 0.085130000000000025 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 11 -8 9 -9 -11 -7
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 -12 -13
leaf_value=-0.00087625532584374754 -0.00042642244027705264 -0.00053911523982689668 0.00069027449947056977 0.00060280226789762449 -0.00069746807942353212 0.00096446478957988374 0.00048896889266569841 -0.00041238495275810203 -0.00044627804365365457 0.000839170436021859 -0.00010474080651571793 0.0002789180905910741
leaf_weight=0.0010701031912885373 0.0012674399299986245 0.0011118268246791416 0.0011363433916242423 0.0012142728174472485 0.001075846351740504 0.0011042389298905066 0.0010090614803168769 0.0012732751801554573 0.0016193267631303293 0.0010515868156950659 0.0010033324106220043 0.0013026678496819654
leaf_count=503 706 136 248 140 76 249 107 74 577 57 44 204
internal_value=0 7.60435e-05 0.000128424 7.48668e-05 1.49928e-05 9.458e-05 0.000173535 3.86478e-06 -9.50736e-05 7.58042e-05 0.000378297 0.000593433
internal_weight=0 0.0141692 0.0130574 0.011921 0.0107068 0.00963093 0.00836349 0.00595658 0.00494752 0.00332819 0.00205492 0.00240691
internal_count=3121 2618 2482 2234 2094 2018 1312 859 752 175 101 453
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=10
num_cat=0
split_feature=14 15 15 150 12 13 42 1 4
split_gain=3.77436e-05 8.10415e-05 6.18355e-05 8.88805e-05 5.62331e-05 0.000101601 0.00010217 0.000130664 5.15017e-05
threshold=-0.10708499999999999 -0.15914499999999995 -0.095869999999999983 0.097810000000000022 -0.010834999999999999 -0.084034999999999985 0.085465000000000013 0.086560000000000012 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.010029990285128887 0.015315276320749046 -0.010506318487523265 0.0093155581193259483 0.014457154086732206 -0.0024209250205568899 -0.0017575291276651964 0.0043201848106186203 -0.027044797802136041 0.014749681550909241
leaf_weight=0.00105013280786321 0.0010764469227164961 0.0016186503425307192 0.001279209721473152 0.0013154873941037884 0.0010683221953212557 0.0011602588381122566 0.0011892442870991334 0.001344448028297229 0.0010613113908075318
leaf_count=140 220 272 162 212 81 632 632 311 459
internal_value=0 0.000919675 -0.000624233 0.00127587 -0.00116539 -0.00346764 -0.00900439 -0.0153309 0.00613612
internal_weight=0 0.0111134 0.0100369 0.00841828 0.00710279 0.00582358 0.00369395 0.00250471 0.00212963
internal_count=3121 2981 2761 2489 2277 2115 1575 943 540
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 3 47 42 49
split_gain=3.33948e-05 6.24822e-05 9.82435e-05 0.000132184 0.000123245 6.92138e-05 0.000129453 6.20412e-05 4.6604e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.11008000000000001 0.12113000000000002 -0.074084999999999998 0.092710000000000015 0.081660000000000024 -0.054984999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 8 -4 -7
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.015274639311129471 -0.011407301092094342 -0.016386724217000343 0.001926339368633065 0.023687553695642394 -0.020509388513701109 -0.0062185508306794798 -0.022503650691374957 0.024072069312077685 0.011162731586072561
leaf_weight=0.0011950239941778953 0.0010277001845277753 0.0014775938894206917 0.0012146271054711564 0.0010731344951268179 0.0011929393184312298 0.0010754461155578939 0.0010441982796118923 0.0010073877987632042 0.0017878419595447597
leaf_count=407 170 642 583 150 86 147 95 473 368
internal_value=0 0.00102591 -0.000698716 0.00206232 -0.00110695 0.00266921 -0.00261774 0.0119665 0.00463435
internal_weight=0 0.0110682 0.00987317 0.00839558 0.00732244 0.0061295 0.00390749 0.00222201 0.00286329
internal_count=3121 2951 2544 1902 1752 1666 610 1056 515
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=10
num_cat=0
split_feature=376 12 133 43 4 1 3 16 15
split_gain=3.22812e-05 5.73529e-05 7.71367e-05 0.000159072 9.96313e-05 0.000131208 0.000124926 0.000106874 4.03465e-05
threshold=0.048375000000000008 -0.029094999999999999 1.0000000180025095e-35 -0.20207499999999998 -0.033174999999999989 0.077845000000000011 -0.13927999999999999 -0.070454999999999976 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 8 -8
right_child=-2 2 -4 4 6 -7 7 -9 -10
leaf_value=-0.013132570232285 0.0089758304198586172 0.023300983658140692 -0.012828462651455172 0.0030164184829934667 0.021026906522669021 -0.025176545632681693 -0.0022001283543851237 0.011211387568521559 -0.016234941763182478
leaf_weight=0.0011044571644399448 0.0011437752802442311 0.0010084381393910295 0.0012220917439406649 0.0010564610340156695 0.0010427213545306513 0.001037474032272191 0.001849285401419723 0.0015581720572739894 0.0010011172959559439
leaf_count=248 166 68 979 492 101 416 168 328 155
internal_value=0 -0.000969179 0.000405031 0.00229575 -0.000511655 -0.0109522 0.00349875 -0.000647029 -0.00712943
internal_weight=0 0.0108802 0.00977576 0.00855367 0.00754523 0.00209394 0.0054513 0.00440857 0.0028504
internal_count=3121 2955 2707 1728 1660 908 752 651 323
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=10
num_cat=0
split_feature=14 15 15 133 160 2 16 0 4
split_gain=3.37794e-05 6.59837e-05 5.63724e-05 5.00363e-05 0.000148406 8.66477e-05 0.000123466 7.13317e-05 6.45438e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.10203999999999998 -0.032969999999999992 -1.0000000180025095e-35 0.10097500000000002 -0.11676499999999999 -0.07384499999999998 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7 -8
right_child=1 2 3 4 5 7 8 -9 -10
leaf_value=-0.011189351886435083 0.016154393294058284 -0.014951664878375305 0.014383314137666402 -0.020222006783900962 0.028930329241880135 0.0064139105087262028 -0.0049065063276353647 -0.0158253218208869 0.014790730736057547
leaf_weight=0.0010354609500127761 0.0010874047471581107 0.0010304759611967146 0.0010370546606746972 0.0013515546953496872 0.0010008340000832753 0.0010663023101975906 0.001818232482722444 0.0013901609567889099 0.0011277686221193017
leaf_count=140 232 191 502 687 79 139 823 260 68
internal_value=0 0.00103553 -0.000638232 0.00103941 -0.000745071 0.00336596 0.00930209 -0.00617171 0.00263386
internal_weight=0 0.0109098 0.00982238 0.00879191 0.00775485 0.0064033 0.00394684 0.00245646 0.002946
internal_count=3121 2981 2749 2558 2056 1369 970 399 891
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 48 12
split_gain=3.39107e-05 6.71049e-05 9.06242e-05 0.000104457 6.63411e-05 9.47111e-05 7.93377e-05 5.54269e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 0.086260000000000017 0.098150000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.014295406818574366 0.012253227387619348 -0.015914781106469593 0.01893208383500853 0.016381301526567051 0.015492809754048265 -0.024634510038557749 -0.0096654941672802402 -0.0028412449789760531
leaf_weight=0.0016871616992356073 0.0010465767440954636 0.0013449911848795156 0.0018590130937027284 0.0014635583223785937 0.0010858268491801947 0.0012414554492445546 0.0010066908678691977 0.0011434155944381463
leaf_count=736 344 708 408 132 128 495 73 97
internal_value=0 -0.00120872 0.00120566 0.00415784 -0.000465252 -0.0040342 0.00576655 -0.0141858
internal_weight=0 0.0108321 0.00914495 0.00779996 0.00594095 0.00485512 0.00247025 0.00238487
internal_count=3121 2777 2041 1333 925 797 205 592
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=12
num_cat=0
split_feature=484 1 16 49 3 2 16 4 16 2 2
split_gain=0.000224229 0.000123024 8.88032e-05 0.000132802 0.000131768 0.000117192 0.000167266 8.52529e-05 0.000121069 0.000216856 4.75333e-05
threshold=-0.0068949999999999992 0.13686500000000004 -0.014034999999999997 -0.043469999999999995 -0.10831999999999999 0.10672500000000001 -0.15241499999999997 -0.49405499999999997 0.22339500000000004 0.092365000000000017 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 6 -6 -4 9 -9 -2
right_child=1 -3 7 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0010394240439200004 -0.00023157659661832762 0.00049137991083749648 -0.00040770654424017298 -0.0010134636586772788 0.00050499702942004385 -0.00073052544075251705 -0.00056515043308034204 -0.00012700853908315552 -0.00037024417488923242 0.00097691747999867503 0.0003299497714964685
leaf_weight=0.0010618673995408208 0.0010320403291727877 0.0012155125886813044 0.0012496986691210299 0.0013165156597253211 0.0011629657170103799 0.0014244181720367661 0.0010858375163695585 0.0014278616516952281 0.0010914927265734025 0.0013135019378785855 0.0013220207143839272
leaf_count=503 67 162 132 125 118 165 966 333 266 163 121
internal_value=0 -0.000103981 -0.000162218 -0.000300114 -0.000481224 -0.000290465 -1.1725e-05 3.70293e-05 0.000182035 0.000401929 8.37718e-05
internal_weight=0 0.0136419 0.0124264 0.0073438 0.00498974 0.00367322 0.0022488 0.00508255 0.00383286 0.00274136 0.00235406
internal_count=3121 2618 2456 1562 1374 1249 1084 894 762 496 188
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=9
num_cat=0
split_feature=124 484 160 2 16 13 15 15
split_gain=3.4742e-05 3.84651e-05 5.46178e-05 7.8359e-05 0.000149975 8.57004e-05 9.58143e-05 7.49138e-05
threshold=-0.043384999999999993 0.084040000000000017 -1.0000000180025095e-35 0.098260000000000014 -0.056919999999999991 -0.091904999999999987 -0.040804999999999994 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -5 -7 -4
right_child=1 -3 3 5 -6 6 -8 -9
leaf_value=0.011344445437984414 -0.014855773209355142 0.0097573730432075692 -0.011784255269215435 0.018476029044304221 -0.021443253207206442 0.011532426616352938 -0.015760898492770931 0.0098078434979400816
leaf_weight=0.0010118185940631895 0.0013037177524547914 0.001195552403105842 0.0010123050660942349 0.001483662122604576 0.001706291851131414 0.0011078410971268882 0.0010465363450906234 0.002001673718233025
leaf_count=259 601 343 105 119 414 234 235 811
internal_value=0 -0.00118755 -0.00254185 -0.00062114 -0.00611948 0.00651283 -0.00172591 0.00255571
internal_weight=0 0.0108576 0.00966203 0.00835831 0.00472027 0.00363804 0.00215438 0.00301398
internal_count=3121 2862 2519 1918 1330 588 469 916
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=12
num_cat=0
split_feature=484 43 42 40 16 1 16 1 13 2 16
split_gain=0.000186603 0.0001036 0.000107981 0.000186017 8.09381e-05 0.000138557 0.000142852 9.523e-05 8.3121e-05 0.000164266 7.78307e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 -0.36241499999999999 0.10089500000000001 0.033715000000000009 0.11212500000000002 -0.033284999999999988 0.092480000000000021 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 8 -7 -5 -6 10 -10
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00081205101204611296 -0.00047286730840272374 -0.00052957804875681245 0.00087020142006793142 0.00013914115113279645 -0.00038401667147692196 0.00094693463431225504 4.3271912636864314e-05 -0.00059085359166836373 0.0001115550471906429 -0.00048208481827942098 0.00083050115502110011
leaf_weight=0.0010077271180237166 0.0011254376462596421 0.0010659176065932847 0.0011906092301191456 0.0013337024539877293 0.001583660775563895 0.0013926357432507835 0.0012064822321785629 0.0013080645626278968 0.0011991296769781334 0.001031498389003958 0.001038201074366204
leaf_count=503 234 202 255 127 827 117 171 113 314 161 97
internal_value=0 4.55361e-05 9.49361e-05 0.000151567 6.67977e-05 0.000169294 0.000527464 -0.000222314 -2.25504e-05 0.00015257 0.000445172
internal_weight=0 0.0134753 0.0124094 0.011284 0.0100934 0.00745161 0.00259912 0.00264177 0.00485249 0.00326883 0.00223733
internal_count=3121 2618 2416 2182 1927 1687 288 240 1399 572 411
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=12
num_cat=0
split_feature=484 43 15 2 0 43 0 2 13 16 4
split_gain=0.000187801 0.00012495 0.000102696 0.000133139 0.000121007 0.000141304 0.000101793 0.000148114 0.000111828 0.000134311 9.62932e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 -0.18113999999999997 -0.025214999999999998 -0.10607499999999999 0.08647500000000001 -0.039649999999999998 0.023255000000000001 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 -8 -10 -4
right_child=1 -3 10 4 5 -7 8 -9 9 -11 -12
leaf_value=-0.00082687104588273139 0.0008463770997100224 -0.00060954022350717966 9.7826770307571346e-05 -1.8061504062179422e-05 0.00013140432824771027 0.0010183828039096179 -0.00071326998402485768 -0.0001862384302751576 -0.00038028139430426903 0.00049981769458382487 -0.00072874453398951214
leaf_weight=0.0010103153289868399 0.0010834718499491171 0.0010223395758427846 0.0011755868830290181 0.001446307292899518 0.0011251658130672798 0.0017876548425034351 0.0011342846856359865 0.0010531452011434475 0.0014624930092983265 0.0012251359186446235 0.0010052034554014402
leaf_count=503 64 193 832 84 269 254 407 77 188 80 170
internal_value=0 4.95223e-05 0.000103432 0.000185146 0.000445558 0.00067576 -5.3664e-06 0.000337398 -0.000196987 2.09053e-05 -0.000283169
internal_weight=0 0.0135208 0.0124984 0.0103177 0.00435913 0.00291282 0.00595853 0.00213662 0.00382191 0.00268763 0.00218079
internal_count=3121 2618 2425 1423 607 523 816 141 675 268 1002
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=12
num_cat=0
split_feature=14 484 475 1 12 4 2 151 15 13 15
split_gain=0.000203403 0.000177151 0.000189165 0.0001592 0.000167402 0.000153917 0.000136085 0.000165373 9.79165e-05 0.000155822 4.61129e-06
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.12811000000000003 0.098810000000000023 -0.0016099999999999997 0.089885000000000007 -0.0083949999999999979 -0.013969999999999998 -0.081829999999999986 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -7 -8 -4 -10 -5
right_child=-2 2 3 10 -6 6 7 -9 9 -11 -12
leaf_value=-0.00072929389382971955 -0.00085926757576532543 0.00089610614455895056 0.00075035601841250902 0.00044806578893795933 -0.000633329571368778 -0.00069751850970387606 -0.0004807007610585471 0.00042218931443899037 0.00072809052563869601 -0.00024022461253601091 0.00063589012535961663
leaf_weight=0.0010559619413206692 0.0010258131152465497 0.0010690553847927707 0.0013699471147453151 0.0010079348822112158 0.0016529312448696392 0.0014464341939195097 0.0013836720097904348 0.0017874658625112502 0.0010001091451750114 0.0017692228156330444 0.0010022766406360744
leaf_count=479 110 315 265 172 310 172 101 230 255 668 44
internal_value=0 4.41181e-05 0.000104663 3.65393e-05 -6.10138e-05 4.70157e-05 -0.000199108 2.82286e-05 0.000321579 0.00010947 0.000541714
internal_weight=0 0.014545 0.013489 0.01242 0.0104098 0.00875685 0.00461757 0.00317114 0.00413928 0.00276933 0.00201021
internal_count=3121 3011 2532 2217 2001 1691 503 331 1188 923 216
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=13
num_cat=0
split_feature=484 43 13 40 16 48 15 16 43 2 0 48
split_gain=0.000216618 0.000146448 0.000167557 0.000197294 0.000113654 0.000100807 0.000105572 0.000212707 0.000161877 0.000149516 9.89547e-05 4.2221e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.25761500000000009 -0.03549999999999999 0.25792000000000009 0.11926500000000002 1.0000000180025095e-35 -0.014034999999999997 -0.00067499999999999993 0.10497000000000002 -0.10151999999999999 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 10 11 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00083763483987226307 0.00086438548996521831 -0.00063176051374704033 -0.00064451866697795102 0.00043170157917312671 -0.00053162053546457666 -0.00040633681320249832 -0.00019969610327775329 0.00021913270268332285 0.0012440018401526311 0.0006503569225794674 -0.00050679675509341586 -0.00012552971016082168
leaf_weight=0.0010876495903932434 0.0013435383549211524 0.0010707957768220496 0.0010122190044407611 0.0010080661161024906 0.0010068397316411936 0.0010866801712715287 0.0018117493805329312 0.0010088557413547861 0.0013077851828328406 0.0012693533312403077 0.0014360136920896407 0.0010018635124500186
leaf_count=503 268 193 75 82 294 57 914 235 94 145 211 50
internal_value=0 5.21442e-05 0.000107235 0.000169197 8.37995e-05 0.000146197 0.00021409 0.000320701 0.00079769 8.63542e-05 -0.000121403 0.000153946
internal_weight=0 0.0143638 0.013293 0.0122807 0.0109372 0.00993037 0.00884369 0.00703194 0.00231664 0.0047153 0.00344594 0.00200993
internal_count=3121 2618 2425 2350 2082 1788 1731 817 329 488 343 132
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=9
num_cat=0
split_feature=1 12 43 16 2 3 2 3
split_gain=4.13582e-05 7.25126e-05 5.03969e-05 9.06183e-05 6.61021e-05 0.000111803 6.76855e-05 6.62329e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15891500000000003 0.098260000000000014 0.11924500000000002 0.084245000000000014 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.014912495225710694 0.012553336754262318 -0.019368316937312051 -0.008929461248102984 -0.019348220089802883 0.020049612822906862 -0.0057684700293201951 -0.014037924853251794 0.014570378624471225
leaf_weight=0.0010428809720816343 0.0011391145108290016 0.0010068207753186438 0.0010998563028964195 0.0011884295598332444 0.001889453268306307 0.0014557515135217858 0.0019309360682242356 0.0012632224217344612
leaf_count=139 169 121 474 415 381 102 1062 258
internal_value=0 -0.00146901 0.000356767 -0.00136282 0.00143516 0.00881421 -0.00431341 0.00363276
internal_weight=0 0.0108774 0.00987053 0.00882765 0.00763922 0.0033452 0.00429401 0.00236308
internal_count=3121 2952 2831 2692 2277 483 1794 732
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=9
num_cat=0
split_feature=41 150 3 49 39 3 2 3
split_gain=3.70444e-05 6.16953e-05 9.05429e-05 7.277e-05 7.37912e-05 7.5921e-05 7.76443e-05 7.21863e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 0.08568000000000002 0.090900000000000009 0.10327000000000001 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.017370426893546464 -0.01272182841674597 -0.013690987500601177 0.0021444011967076742 -0.014041243546285612 0.018943010875129385 0.021203317014695976 -0.0035266105150325287 -0.018835749014271711
leaf_weight=0.0016734226570399311 0.0010071749552280638 0.0011944496195726859 0.0016902499691323987 0.0014604031633824455 0.0011205174478736207 0.0011939567516388652 0.0011989133227744836 0.0014235401865107724
leaf_count=215 170 113 1266 603 202 99 113 340
internal_value=0 0.00103454 0.00283649 -0.000170759 0.00288582 -0.000381561 0.00881274 -0.00744715
internal_weight=0 0.0109555 0.009761 0.00808758 0.00662718 0.00550666 0.00239287 0.00311379
internal_count=3121 2951 2838 2623 2020 1818 212 1606
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=10
num_cat=0
split_feature=1 16 47 151 1 457 0 52 52
split_gain=3.68554e-05 8.96293e-05 4.46707e-05 8.61584e-05 7.99777e-05 7.05788e-05 0.00017178 6.31739e-05 4.16064e-05
threshold=0.077565000000000009 0.0057500000000000008 0.086380000000000012 0.056735000000000001 0.12337000000000002 0.045365000000000009 -0.14794999999999997 -0.013374999999999998 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -2 -8 -3
right_child=2 8 4 -5 -6 -7 7 -9 -10
leaf_value=-0.016887239789123709 -0.011058809651865908 -0.0060716644562144621 -0.012766538484097591 -0.010082005631819699 0.0070344978758121344 0.021028418163920981 0.024635978163983167 0.0051745780313323612 0.010216000093353144
leaf_weight=0.0013153566901761716 0.0014519951194216854 0.0010084600531021113 0.0015421846178378168 0.0010526911991985965 0.0011939415065103263 0.0010744718834672096 0.001043939256034152 0.0011636520892975904 0.0010625845383487043
leaf_count=1263 152 300 226 93 78 155 296 485 73
internal_value=0 -0.00516194 0.0019212 0.00478053 -0.00412612 0.00808545 0.00428533 0.0143776 0.002285
internal_weight=0 0.0033864 0.00852288 0.00578675 0.00273613 0.00473406 0.00365959 0.00220759 0.00207104
internal_count=3121 1636 1485 1181 304 1088 933 781 373
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 12 52 47
split_gain=3.26611e-05 6.71854e-05 0.000191243 6.34653e-05 0.000120759 9.28583e-05 6.33789e-05 3.81736e-05
threshold=0.081365000000000007 0.082620000000000013 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -1.0000000180025095e-35 0.086380000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.023582359304160905 -0.011421525893442882 -0.0084121792855098802 0.025546806174683762 0.004874281810993056 0.019866371722608363 -0.01974469567769041 0.0061641027456605449 -0.012073992011929685
leaf_weight=0.0010520772365395083 0.0010898444439237922 0.0014808276338467152 0.0016543569666283469 0.0018556405772031893 0.0013667438836182794 0.0011815508034681158 0.0010712653568576975 0.0010919393768946614
leaf_count=421 178 79 485 301 72 1119 372 94
internal_value=0 0.00104917 0.00950711 -0.00243113 0.00292189 -0.00470318 -0.00976311 -0.0030421
internal_weight=0 0.0107544 0.00313518 0.00761922 0.00440394 0.00303719 0.00321528 0.0021632
internal_count=3121 2943 564 2379 1492 1420 887 466
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=14
num_cat=0
split_feature=14 484 475 42 15 3 49 52 1 2 13 13 43
split_gain=0.000265809 0.000254419 0.000157634 0.000126728 0.000130798 0.000284612 0.000123582 0.000122355 0.000166543 0.000125066 8.38963e-05 7.55874e-05 2.88076e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 0.10256000000000001 -0.03241999999999999 -0.10023499999999998 -0.049039999999999993 0.077655000000000016 0.11061500000000002 0.090675000000000019 -0.010094999999999998 0.15641500000000003 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 9 -7 12 -12 -8
right_child=-2 2 3 -5 6 7 10 -9 -10 -11 11 -13 -14
leaf_value=-0.0008739840502071278 -0.00098318974071230874 0.00086075312877377053 0.0011308054861739337 -0.00058314911724696369 -0.00066686517934184454 -0.00017510416778762397 0.00011147430519445884 0.00071277862850425261 -0.00057724786240490598 0.000700877781112702 -0.00059936757207546031 0.00014869984722199221 0.00058129559522563528
leaf_weight=0.001040763023197046 0.0010023730813641931 0.0010524820499652103 0.001317652843450535 0.0010446638877511559 0.0011497169749619205 0.0012714801082435224 0.0010018438893187403 0.0010168062813831567 0.0014555358417866083 0.001235532117410306 0.0010113484440946552 0.001067408542155257 0.001005228089946672
leaf_count=479 104 315 99 288 95 170 461 191 173 237 372 65 72
internal_value=0 6.04522e-05 0.000131806 7.08062e-05 0.000130044 0.00032045 -9.89654e-05 0.000106011 -4.96876e-05 0.000256606 6.08367e-05 -0.000215247 0.000346781
internal_weight=0 0.0146705 0.0136297 0.0125772 0.0115326 0.00629701 0.00523555 0.00497935 0.00396255 0.00250701 0.00408583 0.00207876 0.00200707
internal_count=3121 3017 2538 2223 1935 870 1065 771 580 407 970 437 533
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=12
num_cat=0
split_feature=484 43 43 1 15 15 15 0 49 3 0
split_gain=0.000188983 0.000118839 0.000128224 0.000120858 0.000123196 0.000156288 0.000163893 9.54654e-05 0.000171393 0.000128193 8.23213e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 -0.052074999999999989 -0.15202999999999997 -0.043469999999999995 -0.077774999999999983 0.051010000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 8 -5 -9 -2
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.00082121595880835913 -0.00061507106147593244 -0.00059213530795397431 0.00077701947247405629 0.00055772685966982668 -0.00042172291590586924 0.0009139022235186789 -0.00059043579342320045 2.8010878213869215e-05 -0.00048800709045108856 0.00083679138627009548 9.496986735349742e-05
leaf_weight=0.0010149645102196037 0.0015277494565629083 0.0010066806973038295 0.0010126987942100938 0.0010821322675909073 0.0012186246889954802 0.0011559607480136841 0.0010196770758507112 0.0013068784181058013 0.0013597184609408968 0.0017792902214743499 0.0010656828244993977
leaf_count=503 1082 193 93 37 361 196 100 129 82 299 46
internal_value=0 5.60226e-05 0.000108103 4.92784e-05 0.000157577 0.000249215 0.000131868 0.000265101 -2.45789e-05 0.000494303 -0.000323304
internal_weight=0 0.0135351 0.0125284 0.0115157 0.00892228 0.00770366 0.0065477 0.00552802 0.00244185 0.00308617 0.00259343
internal_count=3121 2618 2425 2332 1204 843 647 547 119 428 1128
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=12
num_cat=0
split_feature=484 43 42 40 133 3 16 48 51 15 0
split_gain=0.000215018 0.000130946 0.000113655 0.000157583 9.48088e-05 0.000100615 0.00010203 0.000146509 0.000163792 0.000121296 4.9486e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 1.0000000180025095e-35 -0.15447499999999995 0.22339500000000004 0.086125000000000021 0.088785000000000017 -0.10203999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 -7 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.00087856900011864364 -0.00048421232236671604 -0.00061799858965679564 0.00084135646867487639 0.00072635808899711759 -0.00038951840889766079 -8.3905184961871615e-05 -0.00048140253633161407 -0.00068219212714085197 0.00035052088310096551 0.00079771254562859505 0.00027752183537846652
leaf_weight=0.001026367668064603 0.0011398263243577724 0.0010374179997717338 0.0011875053239206361 0.0010665717823334928 0.0013886208682588877 0.0014522899149384807 0.0010596938955474882 0.0013187706512700625 0.0010691682813477078 0.0019048612848285846 0.0011144531271661856
leaf_count=503 237 193 256 133 676 136 149 108 70 115 545
internal_value=0 5.18101e-05 0.000106517 0.000164753 8.73063e-05 0.000160992 8.48483e-05 0.000172325 -0.000219808 0.000381734 0.000605706
internal_weight=0 0.0137392 0.0127018 0.0115619 0.0103744 0.00898581 0.00791924 0.00685954 0.00238794 0.0044716 0.00301931
internal_count=3121 2618 2425 2188 1932 1256 1123 974 178 796 660
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=10
num_cat=0
split_feature=1 4 43 48 2 4 150 47 0
split_gain=3.67092e-05 8.13297e-05 4.75631e-05 4.21571e-05 0.000122087 5.34624e-05 7.89944e-05 0.00011221 3.60125e-05
threshold=0.077565000000000009 -0.083854999999999985 0.070450000000000013 0.12230500000000001 0.11510000000000002 -0.034939999999999992 0.087170000000000011 0.092710000000000015 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 8 -7
right_child=3 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0079301914722526481 -0.013737497985614439 -0.020912104479670322 0.012106177994705154 -0.010912856774388463 0.024472099631583567 0.027179687750020123 -0.0097705824978777198 -0.005384449914046515 0.0094409758431937725
leaf_weight=0.0011862076792429894 0.0010617057966723822 0.001156897380574532 0.0010545159287573824 0.0010034439591120048 0.0011672744321963007 0.0011307042757809638 0.0015720817001653176 0.0015716240633596515 0.0010309619315561937
leaf_count=317 541 1283 36 93 244 126 137 153 191
internal_value=0 -0.0061319 0.0014992 0.00230423 0.00406451 0.000323195 0.00313701 0.00857237 0.0187196
internal_weight=0 0.00339762 0.00224072 0.0085378 0.00753435 0.00636708 0.00530537 0.00373329 0.00216167
internal_count=3121 1636 353 1485 1392 1148 607 470 317
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=12
num_cat=0
split_feature=484 43 15 2 49 0 13 1 2 4 13
split_gain=0.000165457 0.000125901 0.000103926 9.7947e-05 0.000116585 9.87004e-05 0.000121055 0.000126513 0.000117779 9.11791e-05 9.09571e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 0.0034800000000000005 -0.10607499999999999 -0.039649999999999998 0.10727500000000002 0.08647500000000001 -0.080924999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 8 -7 -8 -2 -4 -5
right_child=1 -3 9 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00077275806938074628 0.0008054021937507858 -0.00061295707247848916 9.6915091394423689e-05 0.0010535759331621809 -4.2600976721009693e-05 -0.00069807905842189763 0.00044543047346703882 -0.00039801795749440762 -0.00010527935096061848 -0.0006958844172040671 0.00034250076746177472
leaf_weight=0.0010184513198674494 0.001108386865388613 0.0010290039195747233 0.0011631693574343932 0.0011914334354755939 0.0014495751722752989 0.0011498234440824092 0.0014937688737848274 0.0012608018768518903 0.0010761052283291758 0.001071530697712336 0.0016486336392106944
leaf_count=503 64 193 517 192 226 407 200 68 77 485 189
internal_value=0 4.65311e-05 0.000100333 0.000182922 0.000409864 2.30397e-05 -0.000163692 5.93735e-05 0.00035679 -0.000283229 0.000640803
internal_weight=0 0.0136422 0.0126132 0.0103785 0.00428964 0.00608889 0.00390439 0.00275457 0.00218449 0.0022347 0.00284007
internal_count=3121 2618 2425 1423 607 816 675 268 141 1002 381
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=10
num_cat=0
split_feature=14 15 15 150 12 42 43 15 4
split_gain=3.61248e-05 6.78706e-05 5.09881e-05 7.7652e-05 6.03682e-05 0.0001081 0.000147206 0.000145481 0.000126546
threshold=-0.10708499999999999 -0.15914499999999995 -0.095869999999999983 0.097810000000000022 0.098810000000000023 0.086665000000000006 0.05259500000000001 -0.016799999999999995 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.011592320617902097 0.016612255492452165 -0.011290354881042535 -0.017969840186954546 0.015951724428966495 -0.014391603430437397 -0.017256682423580763 0.026685000458297865 -0.0075056847558292519 0.022888699845361047
leaf_weight=0.0010417749573937681 0.0010543539261450722 0.0015828830228749756 0.0012926882282696078 0.0012912627359249543 0.0012191752350663642 0.0010539874455438364 0.0010746878672827087 0.0010475762121565499 0.0012654756083769771
leaf_count=140 220 272 322 212 368 713 116 254 504
internal_value=0 0.00101621 -0.000656987 0.00138445 -0.00132065 0.00145832 0.00567276 -0.000589917 0.00912315
internal_weight=0 0.0108821 0.00982774 0.00824485 0.00695359 0.00573442 0.00468043 0.00360574 0.00231305
internal_count=3121 2981 2761 2489 2277 1909 1196 1080 758
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=10
num_cat=0
split_feature=1 16 3 51 0 12 3 0 13
split_gain=3.512e-05 7.76418e-05 4.47785e-05 9.97153e-05 0.000114413 6.57444e-05 5.74519e-05 0.000102424 3.4994e-05
threshold=0.077565000000000009 0.0057500000000000008 0.076840000000000006 -0.066639999999999991 -0.10607499999999999 0.09334000000000002 0.13524500000000003 -0.23001499999999997 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 -4 -3
right_child=2 8 6 4 5 -7 -8 -9 -10
leaf_value=-0.018456737843122129 0.024512840174537937 -0.0061463738051579881 0.0026340781972834576 0.01783494457998322 0.0024934832973716411 -0.019864277648298314 0.0099794417960610178 -0.022855879337553994 0.011014464530489427
leaf_weight=0.0012941980919591815 0.0010453356501143977 0.0010709692263740518 0.0016535037051959023 0.0012036492367057464 0.0013184861068893487 0.0010119393699929806 0.0010743606857999376 0.001173009043679063 0.0010004722884520945
leaf_count=1263 205 210 109 163 483 237 174 114 163
internal_value=0 -0.00577887 0.00218674 0.00661162 0.00131667 -0.00721491 -0.00300783 -0.00794431 0.00214203
internal_weight=0 0.00336564 0.00848028 0.00457941 0.00353407 0.00233043 0.00390087 0.00282651 0.00207144
internal_count=3121 1636 1485 1088 883 720 397 223 373
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=9
num_cat=0
split_feature=1 150 11 43 3 4 2 4
split_gain=3.429e-05 5.01341e-05 7.20718e-05 8.44417e-05 8.13704e-05 7.60706e-05 8.16171e-05 0.000100719
threshold=0.13686500000000004 0.11456000000000001 0.080455000000000013 -0.052894999999999991 -0.077774999999999983 0.055260000000000011 0.089885000000000007 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=0.0021751880627873901 0.011383208943371697 -0.01544222537952006 -0.01690916901018109 -0.012347820948035732 0.024568553496263603 -0.014884007435569299 -0.001724752142280417 0.026117167895287195
leaf_weight=0.0018895326616578797 0.001114723451166256 0.0010592484258863293 0.0010252302906458852 0.0011711246879435085 0.0012842221793287296 0.0017015112047745456 0.001511044357877963 0.0010292174346681181
leaf_count=857 169 111 178 740 412 236 230 188
internal_value=0 -0.00126917 0.000292732 0.00234661 0.0112364 -0.00286576 0.00264409 0.00955573
internal_weight=0 0.0106711 0.00961188 0.00858665 0.00317375 0.0054129 0.00371139 0.00254026
internal_count=3121 2952 2841 2663 1269 1394 1158 418
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=8
num_cat=0
split_feature=4 12 12 12 151 3 4
split_gain=3.44494e-05 8.99981e-05 7.24188e-05 0.000111825 6.98221e-05 9.7327e-05 3.41992e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.0038099999999999996 0.076840000000000006 0.40945500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=0.013333941135797668 0.013045568192864005 -0.017411597799040831 0.012277215810033746 -0.020217525728689734 0.0074088510261893017 -0.012413046028182623 0.0003715320466556058
leaf_weight=0.0012674071775876754 0.0012293143691248587 0.0011737593062180257 0.0014687091675068022 0.0010513187455914782 0.0016834493083258918 0.0018640371036290904 0.0019926942155641756
leaf_count=180 134 404 618 1144 164 185 292
internal_value=0 -0.00204813 0.00041039 -0.00256068 0.00129465 -0.00300662 0.00520714
internal_weight=0 0.00850868 0.00733492 0.00586621 0.00481489 0.00354749 0.00322201
internal_count=3121 2695 2291 1673 529 349 426
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=9
num_cat=0
split_feature=1 42 16 1 3 42 1 13
split_gain=3.16078e-05 5.10311e-05 6.83259e-05 8.65329e-05 0.000175178 7.8007e-05 9.58751e-05 0.000172141
threshold=0.13686500000000004 -1.0000000180025095e-35 -0.5315899999999999 0.10439500000000002 0.11924500000000002 0.086665000000000006 0.086560000000000012 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.013130113640400946 0.0099545638884861974 -0.013069230864270275 -0.01007515621078532 0.02342244007527727 -0.0090704643582183737 -0.017571637523360675 -0.01087764760028459 0.021273194006655581
leaf_weight=0.0012070746313935744 0.0011045345031250294 0.0012516852500952256 0.0011475977957147165 0.0017452585202421085 0.001013961534816088 0.0010166575809222233 0.0015440029784771492 0.0016514595161260838
leaf_count=841 169 118 42 305 80 883 225 458
internal_value=0 -0.00109819 0.000451697 0.0025362 0.0114819 -0.00206911 0.00155984 0.00842055
internal_weight=0 0.0105777 0.00937062 0.00811894 0.00275922 0.00535972 0.00434306 0.00279906
internal_count=3121 2952 2111 1993 385 1608 725 500
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=13
num_cat=0
split_feature=484 15 15 15 52 4 0 151 52 2 2 12
split_gain=0.000227736 0.000208698 0.00017807 9.75669e-05 0.000222922 0.000195689 0.000207238 0.000107787 0.000123074 0.000187852 0.0001486 7.58409e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.089199999999999988 -0.00059999999999999995 -0.11756999999999999 -0.0056149999999999993 0.10473500000000001 0.10097500000000002 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -5 9 10 11 -9
right_child=1 2 3 7 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00084063857496219276 0.00067248798028845126 -0.00070250737174301929 -0.00052286190314885877 -0.00065713798215309401 0.0011828373005708314 -0.00031522080853951378 0.00075179577103814694 0.00040636087292776027 -0.00053793063196377129 -0.00044599911156803349 0.00096696944173403708 -0.00027064402350827904
leaf_weight=0.0010959638419138764 0.0016922094040393966 0.0012665008107296547 0.0010195263286702063 0.0010420471433832965 0.0010020991512836729 0.001333879912492453 0.0012546502080233604 0.0013572201784464513 0.0012121490139922362 0.0014083006579550042 0.001038068493539962 0.0010366373836128602
leaf_count=503 232 187 253 170 174 80 191 117 255 178 78 703
internal_value=0 4.99961e-05 -3.12143e-05 4.14234e-05 0.000254877 0.000475709 0.000201958 -9.72848e-05 -8.94021e-07 0.000133597 0.000371436 0.00011319
internal_weight=0 0.0146633 0.0129711 0.0117046 0.00461016 0.00359063 0.00258853 0.00709442 0.00605238 0.00484023 0.00343193 0.00239386
internal_count=3121 2618 2386 2199 698 445 271 1501 1331 1076 898 820
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=9
num_cat=0
split_feature=147 151 4 15 52 13 52 12
split_gain=3.03748e-05 6.73017e-05 0.000101909 7.48038e-05 0.000108231 0.000159152 0.000107163 5.97883e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 0.11434500000000002 0.0076650000000000008 -0.087769999999999987 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.012431360250983766 0.010431770795998734 -0.017305126223892905 0.020838650459613549 -0.0046186072615726145 -0.018232918032767848 -0.012240424130407025 0.030744795456013229 0.010380633436209348
leaf_weight=0.00195972723779718 0.0011298877047534192 0.0011335291009063357 0.001068369104271852 0.0010960075462611279 0.0010554945051994618 0.0016202017481643611 0.0012920594749988674 0.0013200187237542094
leaf_count=462 124 218 237 329 353 308 116 974
internal_value=0 -0.00117839 0.00139016 -0.00137388 0.00145494 0.00535496 0.013043 0.0204537
internal_weight=0 0.0105454 0.00858568 0.00751731 0.00638378 0.00532829 0.00370809 0.00261208
internal_count=3121 2997 2535 2298 2080 1727 1419 1090
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=11
num_cat=0
split_feature=484 43 15 2 1 150 47 0 1 4
split_gain=0.000271984 0.000157411 0.0001026 0.000113488 0.00011023 0.000150588 0.000193235 0.000103195 0.000135501 9.7901e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 0.098035000000000011 1.0000000180025095e-35 0.087170000000000011 0.087885000000000019 -0.15202999999999997 0.099660000000000012 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -5 -9 -4
right_child=1 -3 9 7 5 -7 -8 8 -10 -11
leaf_value=-0.00095769159946349847 -0.00052778532972990811 -0.00066098860936977301 0.00013095268124597555 7.0410730764082545e-05 0.00080697775361405718 -0.00035911083441083898 -9.5940493978735961e-05 0.00030558781610150187 0.0012019910842620601 -0.00068210904012972287
leaf_weight=0.0010406067859548397 0.0010620220267739903 0.0010269278090607068 0.001152576282054868 0.001642092790958255 0.0018156344596087217 0.0014839182384909222 0.0016922506753468645 0.001459021755736136 0.0010877281696045726 0.0010420577641694984
leaf_count=503 358 193 517 106 230 85 143 207 294 485
internal_value=0 6.23637e-05 0.00012209 0.000202909 3.45914e-05 0.000154239 0.000371398 0.000446166 0.000688446 -0.000255106
internal_weight=0 0.0134642 0.0124373 0.0102427 0.00605383 0.0049918 0.00350789 0.00418884 0.00254675 0.00219463
internal_count=3121 2618 2425 1423 816 458 373 607 501 1002
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=13
num_cat=0
split_feature=484 43 48 2 48 12 160 0 0 43 4 1
split_gain=0.000190211 0.000175338 0.000106595 0.000159119 0.000153347 0.00010665 8.64951e-05 0.000150906 0.000178058 7.52978e-05 7.87041e-05 6.20194e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.12737000000000001 0.098035000000000011 0.091220000000000009 0.088305000000000008 0.086075000000000013 -0.10607499999999999 -0.084044999999999995 -0.074359999999999996 -0.076779999999999987 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 11 7 -2 -9 10 -10 -5
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00080717387577051341 0.00052341776633204153 -0.00071795227021305376 -0.00050353097172321207 -0.00032719615167405502 0.001074131794476012 0.00076858338329458236 -0.00053018482726867224 -0.00083050149739441925 0.00067570276210057864 -0.00025642662222092303 -7.8169166446171058e-05 0.00031973948614907383
leaf_weight=0.0010724851970921453 0.0020055312470632775 0.0010601648160889375 0.0010026654245734656 0.0011048506194647196 0.0011479959657555833 0.001022097859182911 0.0010559072224123195 0.0010500258108181513 0.0011335872047169987 0.001456900724894611 0.0010039861057514793 0.0011762845249291094
leaf_count=503 147 193 71 111 112 276 140 546 154 483 185 200
internal_value=0 4.91563e-05 0.000110955 0.000161635 0.000456788 0.000242238 -8.85605e-06 7.39217e-05 -0.000120174 8.73282e-05 0.00032162 6.40108e-06
internal_weight=0 0.01422 0.0131598 0.0121572 0.00445123 0.00330323 0.00770594 0.00665003 0.0046445 0.00359447 0.00213757 0.00228114
internal_count=3121 2618 2425 2354 699 587 1655 1515 1368 822 339 311
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=10
num_cat=0
split_feature=14 15 1 42 52 4 2 1 52
split_gain=3.36603e-05 6.59554e-05 4.71495e-05 0.000141702 6.14576e-05 0.000111853 7.65304e-05 6.32074e-05 5.14892e-05
threshold=-0.10708499999999999 -0.15914499999999995 0.12811000000000003 0.092620000000000022 -0.088204999999999992 -0.0016099999999999997 0.086950000000000013 0.094385000000000011 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 -8
right_child=1 2 -4 -5 5 7 8 -9 -10
leaf_value=-0.014053100973490629 0.020580727695037729 -0.015416462196038183 0.013013917676869 -0.030634429068580691 0.032193673112854843 -0.022773031262676831 0.019008027547303977 0.0021881441412165002 -0.0056181234741569204
leaf_weight=0.0010168936143090607 0.0010324784670046614 0.0012350100352003322 0.0013706321479146607 0.001054400337550776 0.0010531241456016587 0.0010851161041402729 0.0010273399188613095 0.0016601029700008072 0.0011799558486784911
leaf_count=140 220 520 106 512 681 293 289 134 226
internal_value=0 0.00125906 -0.000804856 -0.0030882 0.000923146 0.00428325 0.0143547 -0.00767838 0.00584361
internal_weight=0 0.0106982 0.00966568 0.00829505 0.00724065 0.00600564 0.00326042 0.00274522 0.0022073
internal_count=3121 2981 2761 2655 2143 1623 1196 427 515
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=12
num_cat=0
split_feature=484 43 43 42 15 16 49 49 0 3 12
split_gain=0.000198705 0.000110391 0.000128807 0.000105031 8.54322e-05 0.000162694 0.000208697 0.000137122 0.000130095 0.00014588 7.81218e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.03241999999999999 0.16703000000000004 -0.006494999999999999 -0.043469999999999995 -0.18113999999999997 -0.077774999999999983 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5 -9 -10 -8
right_child=1 -3 -4 4 5 -7 10 8 9 -11 -12
leaf_value=-0.00084429650925543353 -0.00038316132735313871 -0.0005674547863409997 0.00077149716077241882 0.00076125417567762918 -0.00055395778068036768 -0.00076343620973820666 0.00089185977814642376 -0.00046961802748399055 -0.00021828789405034177 0.00067728067870689423 0.00012564600751254065
leaf_weight=0.0010169630006070214 0.0018513182674245758 0.0010178282610898521 0.0010211142287753468 0.0016367166716892805 0.0011011043993644819 0.0010299122274179257 0.0010124729368831782 0.001149018779984301 0.0011847537756966998 0.0017065884030756694 0.0010341641699701557
leaf_count=503 663 193 93 185 144 160 86 62 209 278 545
internal_value=0 5.39197e-05 0.000103613 4.53535e-05 0.000125855 -8.69663e-05 0.000134368 0.000282466 8.85124e-05 0.000310313 0.000504693
internal_weight=0 0.013745 0.0127272 0.011706 0.00985473 0.00417765 0.00314774 0.00567708 0.00404036 0.00289134 0.00204664
internal_count=3121 2618 2425 2332 1669 935 775 734 549 487 631
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=12
num_cat=0
split_feature=484 43 15 4 43 3 0 13 151 15 4
split_gain=0.000251321 0.000116502 0.000125621 0.000142508 9.96837e-05 0.000146918 0.000167041 9.50342e-05 9.23484e-05 6.15154e-05 9.67577e-05
threshold=-0.0068949999999999992 0.18116500000000002 1.0000000180025095e-35 -0.062539999999999984 1.0000000180025095e-35 -0.13927999999999999 -0.053834999999999994 0.11596500000000001 -0.0083949999999999979 -0.071579999999999991 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 -7 10 -10
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00091534687493028397 0.00065158287556857613 -0.00057678570284275396 0.00013772161974587879 -0.00082940463719937557 0.00072956980801739237 -0.00017896708134592572 -0.00088426292577629593 -3.9686820892212772e-05 -7.2208833950846948e-05 0.0007760784565034335 0.00066012035204416979
leaf_weight=0.0010959483267597723 0.0017152851273447636 0.0010258099546092718 0.0012958548445518624 0.0010690183044356292 0.0012114829843209675 0.0017923053919516752 0.0010265278598772997 0.0010223861576807991 0.0017753719984674792 0.0010069986602626799 0.0011384170020330882
leaf_count=503 163 193 832 170 124 305 183 24 295 193 136
internal_value=0 5.94769e-05 0.000109477 -0.000299459 0.000199953 0.000132253 1.74884e-05 -0.000462828 0.000189747 0.000358297 0.000213912
internal_weight=0 0.0140795 0.0130536 0.00236487 0.0106888 0.00947729 0.00776201 0.00204891 0.00571309 0.00392079 0.00291379
internal_count=3121 2618 2425 1002 1423 1299 1136 207 929 624 431
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=11
num_cat=0
split_feature=484 43 42 40 15 15 16 49 13 16
split_gain=0.000216102 0.000122 0.000111417 0.000164889 9.96442e-05 0.000141817 0.000149595 7.43342e-05 0.000177421 0.000250553
threshold=-0.0068949999999999992 0.18116500000000002 -0.093284999999999993 -0.026419999999999996 -0.24436499999999997 -0.095869999999999983 0.16703000000000004 -0.069799999999999987 0.0015850000000000003 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 9 -9
right_child=1 -3 3 4 5 6 -8 8 -10 -11
leaf_value=-0.0008586120261208542 -0.00045032330352075267 -0.00057598702312936434 0.00083688649292309341 0.00056267806565998574 -0.00045863219335040778 -0.00010395287867731996 -0.00035941486808946003 0.0012344861811508815 -0.0002712060622379281 0.00014070827247438628
leaf_weight=0.0010222960795764702 0.001196939317936037 0.00104073521283233 0.0012115601190941109 0.0014125986479885571 0.001865002598484258 0.0013312197703034762 0.0017140682397773395 0.0014419610624621076 0.0010353497982444494 0.0016705334139196142
leaf_count=503 237 193 256 136 208 128 311 572 157 420
internal_value=0 5.71026e-05 0.000108261 0.000165492 8.78055e-05 1.375e-05 0.000136227 0.000291284 0.000418132 0.000647435
internal_weight=0 0.01392 0.0128792 0.0116823 0.0104707 0.00905813 0.00719313 0.00547906 0.00414784 0.00311249
internal_count=3121 2618 2425 2188 1932 1796 1588 1277 1149 992
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=9
num_cat=0
split_feature=49 15 42 15 4 12 52 16
split_gain=3.12268e-05 0.00011861 8.29089e-05 7.15808e-05 0.000135046 8.30205e-05 6.38228e-05 5.24606e-05
threshold=-0.043469999999999995 -0.03241999999999999 0.091465000000000005 -0.037864999999999989 0.24564500000000003 0.051320000000000005 0.083680000000000018 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 -6
right_child=2 -3 -4 5 7 6 -8 -9
leaf_value=0.019647832739540454 -0.023938857036707832 -0.01092259410091216 -0.020341875648375113 0.018524286560795085 -0.0062365435667177402 -0.016448744915039875 0.0088225080412196455 0.017463392107776501
leaf_weight=0.0016511623840195413 0.0015168972895109232 0.0012171854716745969 0.0012074860936586752 0.0019263021842239295 0.0010628187508742223 0.0010020724680332282 0.0012276120208945603 0.0010015007036233421
leaf_count=256 605 169 621 182 120 573 483 112
internal_value=0 0.00667525 -0.00223405 0.0005919 -0.00710694 0.007226 -0.00253499 0.00526144
internal_weight=0 0.00286835 0.00894469 0.0077372 0.00358122 0.00415599 0.00222968 0.00206432
internal_count=3121 425 2696 2075 837 1238 1056 232
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=9
num_cat=0
split_feature=14 15 1 42 43 2 457 3
split_gain=2.97033e-05 5.83249e-05 4.21315e-05 0.00010471 4.80957e-05 6.62208e-05 6.56479e-05 7.4984e-05
threshold=-0.10708499999999999 -0.15914499999999995 0.12811000000000003 0.092620000000000022 -0.084004999999999982 0.11177500000000001 0.082380000000000009 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.011922443627443786 0.017487831876367318 0.010510199916522458 0.011101970597411992 -0.024260795254046841 -0.0037338350592849294 0.01260051485963525 0.0080326099788693289 -0.026844352491781541
leaf_weight=0.0010231301384879274 0.0010369336086217635 0.0018715548150358167 0.001379219390138727 0.0010403649362213888 0.0019506815011304385 0.0011346416004064828 0.0011105500891000764 0.0012052848683967166
leaf_count=140 220 608 106 512 1156 155 127 97
internal_value=0 0.00106766 -0.000689057 -0.0026453 0.000446805 -0.00304026 -0.00719978 -0.0125599
internal_weight=0 0.0107292 0.0096923 0.00831308 0.00727271 0.00540116 0.00426652 0.00315597
internal_count=3121 2981 2761 2655 2143 1535 1380 1253
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=12
num_cat=0
split_feature=484 43 43 42 151 150 160 1 151 3 0
split_gain=0.000285719 0.00011739 0.000132715 0.000112416 0.00011753 0.000167304 0.000118766 0.000146572 0.000194269 9.62922e-05 9.12466e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.0083949999999999979 0.081835000000000019 -0.080409999999999995 0.094825000000000007 0.015440000000000001 -0.083924999999999986 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 9 10 -8 -9
right_child=1 -3 -4 4 6 -7 7 8 -10 -11 -12
leaf_value=-0.00096433950121305298 -0.00037319867031584519 -0.00056199446210933963 0.00077370760335182954 -0.00077078609311420805 -0.00028061144390397396 0.00021654132142342108 0.00041959182953738488 0.00057009241656216813 -6.0637714702203929e-05 -0.00033216893395761565 0.0012892285296805268
leaf_weight=0.0010681332211244137 0.001877437332026363 0.001017294540342128 0.0010430913120290783 0.0011276909819689668 0.0012526328927908864 0.0014493603891373649 0.0011574743177424941 0.0014471344517187554 0.0011235554525925728 0.001380713209203814 0.0011866617320285687
leaf_count=503 663 193 93 146 320 219 104 82 71 483 244
internal_value=0 6.69554e-05 0.000116 5.88422e-05 0.000138952 -0.000215503 0.000259968 0.000367528 0.000608607 1.0652e-05 0.000894101
internal_weight=0 0.014063 0.0130458 0.0120027 0.0101252 0.00257705 0.00754817 0.00629554 0.00375735 0.00253819 0.0026338
internal_count=3121 2618 2425 2332 1669 365 1304 984 397 587 326
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=8
num_cat=0
split_feature=42 43 3 16 13 1 1
split_gain=3.00656e-05 5.83439e-05 0.000128017 5.61309e-05 5.58367e-05 7.48757e-05 0.000120698
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.078934999999999991 0.15891500000000003 -0.10664 0.11061500000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.009406360568093625 -0.0015272853095713395 0.013312902321154549 0.032543926513796957 -0.017821875440631466 -0.0084616717295319527 -0.015558466800822086 0.022961330342113444
leaf_weight=0.0016937321872692633 0.0017263907655418872 0.0015365154346668533 0.0010004941418834184 0.0010967279931196556 0.0017503487090728539 0.0017845687442106864 0.0011723616221179789
leaf_count=862 590 230 451 196 580 107 105
internal_value=0 0.00150744 0.0109734 -0.00200903 0.000768512 -0.00332614 0.00414277
internal_weight=0 0.0100674 0.00272688 0.00734052 0.00624379 0.00470728 0.00292271
internal_count=3121 2259 1041 1218 1022 792 685
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=9
num_cat=0
split_feature=474 160 52 0 0 13 0 48
split_gain=2.7685e-05 7.90652e-05 8.42797e-05 9.26181e-05 8.86193e-05 9.05994e-05 0.000125126 3.64656e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.019414999999999998 -0.084034999999999985 -0.098289999999999975 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.015088906797329242 0.010905354567451028 0.011682520507631331 0.019264288756767878 -0.01922438746246858 0.019644959845000795 0.008414852096629238 -0.02670956586269959 -0.0081317801698678038
leaf_weight=0.0016726097137068135 0.0010310189564071625 0.0017281581234636295 0.0011416398896658261 0.001174845106637179 0.0011644203658076257 0.0014224351316253232 0.0011693301213387391 0.0012069037304240499
leaf_count=736 344 440 166 99 120 194 927 95
internal_value=0 -0.0011089 0.00148699 -0.0010931 0.00209038 -0.00160811 -0.00765452 0.000819714
internal_weight=0 0.0106803 0.00900773 0.00786609 0.00669125 0.00552683 0.00379867 0.00262934
internal_count=3121 2777 2041 1875 1776 1656 1216 289
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=9
num_cat=0
split_feature=0 1 47 47 457 0 2 13
split_gain=2.98125e-05 9.11415e-05 9.98336e-05 8.08096e-05 7.12852e-05 0.000104975 6.54031e-05 4.53626e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 0.085270000000000026 0.045365000000000009 -0.14794999999999997 0.10097500000000002 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 7 -2
right_child=3 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.021316715976925533 0.018068151248456895 -0.012985645506911713 -0.016000856928851278 0.023209343228184957 0.024288933910575593 0.01499362330745895 -0.013259797407554135 -0.003299872440271604
leaf_weight=0.0012999667294087101 0.0011356631994160291 0.0015131991364206489 0.001467831917474207 0.0010421199796569747 0.0010295871501874998 0.0015686213472085172 0.0014480819974066082 0.0011469626950049161
leaf_count=1567 150 119 204 87 127 531 287 49
internal_value=0 -0.00324464 0.000966163 0.00455079 0.00702363 0.00125557 -0.000661207 0.00733125
internal_weight=0 0.00687921 0.00557924 0.00477283 0.00411141 0.00308182 0.00373071 0.00228263
internal_count=3121 2548 981 573 777 650 486 199
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=11
num_cat=0
split_feature=484 43 42 40 16 16 51 49 15 2
split_gain=0.000261856 6.78088e-05 0.000107556 0.000174711 8.42638e-05 8.94496e-05 0.000144439 0.00011458 0.000102259 6.14469e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 0.16703000000000004 -0.014034999999999997 0.081440000000000026 -0.031119999999999998 -0.15026499999999995 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -7
right_child=1 -3 3 4 -6 9 -8 8 -10 -11
leaf_value=-0.0009695854627398212 -0.00047755126021914305 -0.00041170284205504338 0.00088436677636650649 0.00037516538574526489 -0.00032993251861960371 0.00018424641830687305 0.00051256151953703386 7.5958350256828905e-05 -0.00065349326495046684 0.0008181635929999868
leaf_weight=0.0010115379306815412 0.001099857597805151 0.0010526497337002656 0.0011626278310265499 0.0011105091882392592 0.0016079548869720331 0.0012459455196798712 0.0017045754574239128 0.0012370063329937078 0.0018348040127572855 0.001113089216336783
leaf_count=503 234 202 255 94 327 265 207 135 782 117
internal_value=0 6.5651e-05 0.000107123 0.000165495 8.06775e-05 0.000160746 3.14688e-05 -0.000164609 -0.000359746 0.000483355
internal_weight=0 0.013169 0.0121164 0.0110165 0.00985388 0.00824593 0.00588689 0.00418232 0.00307181 0.00235903
internal_count=3121 2618 2416 2182 1927 1600 1218 1011 917 382
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=10
num_cat=0
split_feature=484 15 15 160 0 0 2 2 16
split_gain=0.000298899 0.000106792 0.000143798 0.000129684 0.000113367 0.000133302 9.972e-05 9.03083e-05 0.000117036
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 -0.075359999999999996 0.092875000000000013 0.10097500000000002 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 -7
right_child=1 2 3 -5 5 7 -8 -9 -10
leaf_value=-0.00099342182560188609 0.00057028339458211415 -0.0006312965660853554 0.00076623390478987796 -0.00053366652900829206 -0.00051422258966776953 0.00071520200469722922 7.3562254116295699e-05 -0.00015839465287491484 -6.0448226230871955e-05
leaf_weight=0.0010547077202744575 0.0015748348141469562 0.0011524611079920472 0.0018575346253538495 0.0011222540563851106 0.0014062711052609464 0.0017320912410884069 0.0014023277053813697 0.0019697134946465916 0.0013162550906939286
leaf_count=503 232 187 106 135 1136 260 162 309 91
internal_value=0 9.03086e-05 2.71021e-05 9.73175e-05 0.000170439 1.93174e-05 0.00046826 0.000168838 0.000380282
internal_weight=0 0.0135337 0.0119589 0.0108064 0.00968419 0.00642433 0.00325986 0.00501806 0.00304835
internal_count=3121 2618 2386 2199 2064 1796 268 660 351
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=9
num_cat=0
split_feature=11 43 2 42 12 13 52 16
split_gain=2.98093e-05 7.03525e-05 0.000129039 6.4538e-05 6.05051e-05 0.00010381 9.44618e-05 7.70463e-05
threshold=0.081365000000000007 -0.052894999999999991 0.096540000000000015 0.085465000000000013 0.098810000000000023 -0.15078499999999997 -0.066844999999999988 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8
right_child=-2 4 -4 -5 -6 6 7 -9
leaf_value=-0.011288759621682869 -0.012082818644927504 0.019845320612895585 0.030746223394428875 0.012988136794171962 -0.02054234827603146 -0.020708454404229949 -0.0085803858652110307 0.014978936756725566
leaf_weight=0.0013421789229068075 0.001072490820561948 0.0011679832379990094 0.0011464207941328541 0.0011836212835583425 0.0010016652771430885 0.0015538659538020987 0.0017680467057338797 0.0014521407912534217
leaf_count=555 178 160 378 452 211 215 655 317
internal_value=0 0.00117511 0.0096589 8.76949e-05 -0.00331159 -0.000406958 -0.00536172 0.00204367
internal_weight=0 0.0106159 0.00367222 0.0025258 0.0069437 0.00594204 0.00477405 0.00322019
internal_count=3121 2943 1385 1007 1558 1347 1187 972
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=11
num_cat=0
split_feature=484 4 47 42 43 16 16 51 16 2
split_gain=0.00013895 8.51822e-05 9.215e-05 0.000154865 0.000100664 8.74532e-05 0.000243709 0.000192216 8.27972e-05 2.34998e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.11312500000000002 -1.0000000180025095e-35 -0.083684999999999996 0.15891500000000003 -0.014034999999999997 0.081440000000000026 -0.52595999999999987 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -3 -6
right_child=1 8 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00066421129192597477 -0.0007393417957421148 7.0629490477301234e-05 0.00041122005478626391 0.00038297890678746187 -0.00043642768615486299 -0.00058024942905226368 0.00071742544181793439 0.00023804775983002585 0.00074875550782991162 -0.0008398876012027679
leaf_weight=0.0010623675653862923 0.0011791805198509428 0.001573644979239681 0.001437723581230353 0.0018103401775827381 0.0010336869634023959 0.0011952194159918234 0.001220586849483069 0.0015799916140413631 0.0010773469502394334 0.0010175221050444244
leaf_count=515 731 104 94 303 415 242 215 168 242 92
internal_value=0 4.44239e-05 -3.19584e-05 -0.000102469 -6.89082e-06 -0.000123609 -1.11176e-05 -0.000256009 0.000346216 -0.000636568
internal_weight=0 0.0131252 0.0104743 0.00903653 0.00785735 0.00604701 0.00485179 0.0036312 0.00265099 0.00205121
internal_count=3121 2606 2260 2166 1435 1132 890 675 346 507
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=11
num_cat=0
split_feature=484 42 1 15 43 42 16 16 15 15
split_gain=0.000192169 0.000144875 0.000134877 9.87528e-05 0.000115495 0.000168814 0.000157344 0.000200763 0.00020858 0.000157538
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.10887500000000001 -0.24436499999999997 -0.083684999999999996 0.086730000000000015 0.22339500000000004 -0.014034999999999997 -0.03241999999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 8 9 -6
right_child=1 3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00078364164532693378 -0.00086742179260361713 0.00061711688457517138 0.00010199327829941963 0.0010180374680994935 -0.00021681832879401553 -2.7788023446565587e-05 -0.00063453768864761898 0.00069442719302479532 -0.00064645004140312151 0.00062634189264465403
leaf_weight=0.0011016752064091856 0.0011332206651082375 0.0015254362999007768 0.0010754721862931138 0.0011183619159114309 0.0017792653144492153 0.0012641702226469931 0.001366978062158272 0.0016301780961258837 0.001744808378588036 0.001634737219170138
leaf_count=503 740 205 63 180 130 157 248 236 476 183
internal_value=0 6.63035e-05 -0.000395387 0.000150831 8.33365e-05 0.000463123 -2.76072e-05 9.45996e-05 -9.49452e-05 0.000186915
internal_weight=0 0.0142726 0.00220869 0.0120639 0.0105385 0.00238253 0.00815597 0.00678899 0.00515881 0.003414
internal_count=3121 2618 803 1815 1610 337 1273 1025 789 313
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=13
num_cat=0
split_feature=14 484 15 15 160 0 2 48 16 52 1 48
split_gain=0.000408534 0.000256402 0.000154426 0.000140683 0.000138512 0.000194054 0.000223398 0.000133887 8.86188e-05 9.14346e-05 7.9195e-05 5.32878e-05
threshold=0.076175000000000007 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.086285000000000014 0.086665000000000006 0.0057500000000000008 0.091275000000000009 0.095025000000000012 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 10 -10 -7 -8
right_child=-2 2 3 4 -6 7 11 -9 9 -11 -12 -13
leaf_value=-0.00086917253610285989 -0.0012280410119097039 0.00079138906030194788 -0.00055521045920543279 0.0013510132900597398 -0.00048875301144254014 -0.00069177383311978629 0.00055516869895487638 0.00069183941826051029 -0.00020434233676067917 0.00043789452100006279 2.2483512553152754e-05 -7.8496269322084642e-05
leaf_weight=0.0010484668162870489 0.0010032823983086294 0.0012587152088738172 0.0012427285166093935 0.0010643759901318734 0.0012004493723334628 0.0013261142860024767 0.0010357218665339452 0.0010066010214950837 0.0016833364901933032 0.0017263053858769728 0.0010852495036209261 0.0010056492655874383
leaf_count=480 101 228 176 39 132 1085 108 184 316 90 111 71
internal_value=0 6.52138e-05 0.000137062 7.05162e-05 0.000140358 0.000216387 0.000622732 3.15481e-05 -8.26332e-05 0.000120823 -0.000370318 0.000243004
internal_weight=0 0.0146837 0.0136352 0.0123765 0.0111338 0.00993335 0.00310575 0.00682761 0.00582101 0.00340964 0.00241136 0.00204137
internal_count=3121 3020 2540 2312 2136 2004 218 1786 1602 406 1196 179
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 42 43 16 3
split_gain=0.000201693 9.25097e-05 0.000127174 0.000117344 0.000129759 0.000121151 0.000112686 0.000120444 0.000123302 0.000108273
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 -0.088934999999999986 -0.083879999999999996 0.22339500000000004 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 -8 9 -9
right_child=1 2 3 -5 6 -7 7 8 -10 -11
leaf_value=-0.00084337829948898037 0.00051404505157063196 -0.00060753465914267204 0.00079279545533326599 -0.00053560792306403841 -0.00061224115861534755 2.7167984721946795e-05 0.00051028921562789307 -0.00026635582140498214 -0.0006563841448262134 0.0005473005470414767
leaf_weight=0.0010092624171673314 0.0015621189740695424 0.0011693222547687976 0.0018403010025986053 0.0010935005314609688 0.0010331776958677798 0.0013984047058999832 0.0017915457191920075 0.001295039597367589 0.0011075295875103267 0.0012221865004501584
leaf_count=503 232 187 106 135 270 162 295 902 240 89
internal_value=0 6.53092e-05 6.65487e-06 7.32665e-05 0.00014199 0.000462214 -1.88155e-05 9.43824e-05 -0.000111181 0.000128698
internal_weight=0 0.0135131 0.011951 0.0107817 0.00968818 0.00323871 0.00644948 0.0054163 0.00362476 0.00251723
internal_count=3121 2618 2386 2199 2064 268 1796 1526 1231 991
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=10
num_cat=0
split_feature=4 12 0 52 4 16 3 4 16
split_gain=2.95086e-05 6.89633e-05 8.36882e-05 7.38474e-05 9.37812e-05 9.97337e-05 4.2655e-05 3.28934e-05 1.21875e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.029084999999999996 0.096675000000000011 0.40945500000000007 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -2 -9
right_child=7 -3 -4 4 6 -7 -8 8 -10
leaf_value=-0.018662629292409482 0.016063617082037612 -0.020020844523026566 0.01701230571191114 0.029822874129296153 -0.021490746803324499 -0.0025461828016569168 9.8018371634689598e-05 -0.0058700656228806158 0.0061359166197513864
leaf_weight=0.0014869342069256889 0.0012488990506849262 0.0011527660132553451 0.0014427686745705215 0.0010410831518299427 0.0010476218680305579 0.0012539536055563663 0.0011442496791398415 0.0010150776626816072 0.0010059958113635527
leaf_count=460 134 404 148 850 333 441 59 71 221
internal_value=0 -0.00243091 0.000303103 -0.00373241 0.00121538 0.0121372 -0.0102205 0.00620065 0.000105951
internal_weight=0 0.00856938 0.00741661 0.00597384 0.00448691 0.00229504 0.00219187 0.00326997 0.00202107
internal_count=3121 2695 2291 2143 1683 1291 392 426 292
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=9
num_cat=0
split_feature=1 16 0 12 2 4 133 43
split_gain=2.89517e-05 5.25114e-05 9.85561e-05 0.000205364 5.96558e-05 8.09139e-05 5.10007e-05 0.000127632
threshold=0.13686500000000004 0.0047850000000000011 -0.10607499999999999 0.090545000000000014 0.11389000000000002 0.0052350000000000009 1.0000000180025095e-35 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -3
right_child=-2 6 3 -5 -6 -7 -8 -9
leaf_value=-0.0083903128306316854 0.010844038841426732 0.030481216426127191 -0.00045308504622817319 -0.040224710659909825 -0.011009484741230086 0.016189464274058353 -0.0075860062507907035 -0.0020650345009049832
leaf_weight=0.0010499320173530209 0.0011275690168282291 0.0010433505148749467 0.0018103133052462523 0.0010440737863655577 0.0012414634623527827 0.0019548474610895407 0.001021503614379791 0.0014952544387898323
leaf_count=147 169 156 1124 605 103 208 284 325
internal_value=0 -0.00118953 -0.00473859 -0.0150007 0.00215975 0.00760078 0.00588906 0.0113113
internal_weight=0 0.0106607 0.00710063 0.00285439 0.00424624 0.00300478 0.00356011 0.0025386
internal_count=3121 2952 2187 1729 458 355 765 481
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=12
num_cat=0
split_feature=484 4 16 47 42 16 12 52 16 4 16
split_gain=0.00022276 0.000103131 8.51753e-05 7.60708e-05 0.000156904 0.000110507 0.000139235 0.000132721 0.000104298 7.70091e-05 7.94415e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.51370499999999997 0.11312500000000002 -1.0000000180025095e-35 0.25792000000000009 0.090455000000000021 0.089325000000000015 0.023255000000000001 -0.0016099999999999997 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 9 -8 10 -6
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0008789475794501975 -0.00074919658471369016 0.00013653400982916196 0.00084182475215804355 0.00039468220083107143 0.00071812028491451422 -0.00059484098684315495 6.2565034153201285e-05 -0.00071967375242336915 0.0009207892285625532 -0.00021289595808762258 -4.1031261983607802e-05
leaf_weight=0.0010342295452696127 0.0011985348798860774 0.0017679802815972166 0.001048875450270049 0.0014591992496586848 0.0010425968736836968 0.0010165239117674117 0.0010458728732494595 0.0010090842671493161 0.0011354994755550935 0.0018794089134814805 0.0010778641143522733
leaf_count=503 734 112 234 94 195 229 291 228 84 145 272
internal_value=0 6.48188e-05 0.000399154 -2.1864e-05 -8.64891e-05 1.02932e-05 9.58433e-05 -8.42184e-05 0.000509308 7.60938e-05 0.000332231
internal_weight=0 0.0136814 0.00281686 0.0108646 0.00940539 0.00820685 0.00719033 0.00500895 0.00218137 0.00399987 0.00212046
internal_count=3121 2618 346 2272 2178 1444 1215 840 375 612 467
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=9
num_cat=0
split_feature=4 0 3 1 3 0 48 15
split_gain=3.0851e-05 4.57552e-05 0.000145923 0.000100657 8.59514e-05 8.68437e-05 6.23741e-05 3.642e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.094385000000000011 0.076840000000000006 0.11070500000000001 0.092065000000000022 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 -2
right_child=7 4 6 -5 -6 -7 -8 -9
leaf_value=-0.032120444570296475 -0.0017766534181716759 0.025220287191813646 0.023309262998120455 -0.0033089032763118772 -0.012493881125906874 -0.0050856567616840405 -0.0050089534973097542 0.01832466545976898
leaf_weight=0.0016621019568242362 0.0012222563544398773 0.0015829753779423436 0.001093548028804292 0.0016030873968035271 0.0013347782278674003 0.001064053996536668 0.001004041677975076 0.0012041914897293598
leaf_count=1862 167 231 84 286 106 134 66 185
internal_value=0 -0.00218267 -0.00712901 -0.017975 0.00447915 0.0130379 0.00975434 0.00819918
internal_weight=0 0.00934459 0.00536278 0.00326519 0.00398181 0.00264703 0.00209759 0.00242645
internal_count=3121 2769 2298 2148 471 365 150 352
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=10
num_cat=0
split_feature=48 4 42 49 160 15 12 16 0
split_gain=2.91343e-05 7.25961e-05 5.83768e-05 7.06281e-05 0.000137029 5.80065e-05 7.65832e-05 2.6787e-05 1.86405e-05
threshold=0.12230500000000001 0.27834500000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 -0.037864999999999989 0.051320000000000005 0.13751500000000003 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8 -3
right_child=-2 8 -4 5 -6 6 7 -9 -10
leaf_value=-0.035164934850498791 -0.014149356442354207 0.023997406093650999 -0.02102585273351331 -0.0084711778821498426 0.0084442329964415364 0.025604723139709525 -0.0094323133140038727 0.010076789240750001 0.0075601481116608707
leaf_weight=0.0010590929719789567 0.0010134219956382763 0.0010538453650061339 0.0010942839891510672 0.0015207702674527339 0.0011273441727735894 0.0016707680157536466 0.0010243958589839157 0.0011128327232228785 0.0010377680168817641
leaf_count=326 108 161 497 585 171 153 858 106 156
internal_value=0 0.00129443 -0.00223979 0.000495637 -0.0126797 0.00590159 0.0116415 0.000725874 0.015842
internal_weight=0 0.0107011 0.00860949 0.0075152 0.00218644 0.00532877 0.003808 0.00213723 0.00209161
internal_count=3121 3013 2696 2199 497 1702 1117 964 317
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=9
num_cat=0
split_feature=49 15 42 15 4 4 52 16
split_gain=3.11659e-05 0.000102974 7.17747e-05 6.24447e-05 0.000120768 6.42638e-05 9.67651e-05 4.70979e-05
threshold=-0.043469999999999995 -0.036009999999999993 0.091465000000000005 -0.037864999999999989 0.24564500000000003 -0.046564999999999988 0.077655000000000016 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -6
right_child=2 -3 -4 5 7 -7 -8 -9
leaf_value=0.02002939031334184 -0.023404656444888775 -0.0091431399843343048 -0.019618853052747097 -0.015807750055454223 -0.0061828067534419702 0.020645916101276331 0.012594859305179401 0.016707429073009726
leaf_weight=0.001546816411957014 0.00148568688763439 0.0012619960231502469 0.0011826693521924904 0.0012132257168730167 0.0010640794369551482 0.0013107208517208375 0.0015943810563692901 0.0010029028444027452
leaf_count=243 605 182 621 466 120 268 504 112
internal_value=0 0.00692221 -0.0022402 0.000439136 -0.00692298 0.00679005 0.000321497 0.00492357
internal_weight=0 0.00280881 0.00885367 0.007671 0.00355267 0.00411833 0.00280761 0.00206698
internal_count=3121 425 2696 2075 837 1238 970 232
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=12
num_cat=0
split_feature=484 1 4 15 160 0 2 47 2 16 49
split_gain=0.000253249 0.000195031 0.000104185 0.000227222 0.000135792 0.000128404 0.000126728 0.000126422 0.000188102 0.000115427 6.89121e-05
threshold=-0.0068949999999999992 0.13686500000000004 0.42051500000000003 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 0.085270000000000026 0.11093500000000002 0.023255000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 8 9 -7 -5
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00092082622431143739 -0.00071369253422731845 0.00074596032048936404 0.00058452790244468674 0.0010955643241350697 -0.00058531444628159401 -0.00076655610357442676 -2.5072756981477169e-05 0.00047004256562668313 0.00054379814552455732 -7.8544244426963613e-05 0.00037710863087595794
leaf_weight=0.0011034577745723832 0.0017972664142636751 0.0014123392938453537 0.0010165773245272161 0.0010058020612631335 0.0011923385350560188 0.0017999296459147865 0.0014706595878677849 0.0013687655200387318 0.001013178031877341 0.0019566347609391663 0.001048196682126413
leaf_count=503 198 162 120 38 131 1190 148 136 178 251 66
internal_value=0 5.22768e-05 -1.93957e-05 -6.79175e-05 3.89988e-05 0.000116033 0.000414319 -5.52393e-05 -0.000205979 -0.0004082 0.000728922
internal_weight=0 0.0150817 0.0136693 0.0126528 0.0108555 0.00966317 0.00352466 0.00613851 0.00476974 0.00375656 0.002054
internal_count=3121 2618 2456 2336 2138 2007 252 1755 1619 1441 104
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 52 4 12 4 4
split_gain=0.000258094 9.02563e-05 0.000128385 0.000118057 0.000187014 0.000101338 0.000100938 9.65269e-05 8.65347e-05 6.81565e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 -0.089199999999999988 0.033845000000000007 0.095110000000000014 -0.080924999999999983 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -6 8 9 -7
right_child=1 2 3 5 6 7 -8 -9 -10 -11
leaf_value=-0.00095825434079852283 0.00050265971734495983 -0.00062168523385874072 0.00092813988237858288 0.00042143565490793128 0.00035646691082376336 -0.00049707004491344 -0.00039843463858366942 0.00019826035994405816 -0.00074007245866456242 0.00020985661485819094
leaf_weight=0.0010310577432364647 0.0015636722869213629 0.0011477373735963919 0.0013430479120886641 0.0011735305107097912 0.0016125152051108798 0.00100951315980158 0.0011787951385705247 0.0015216053506680698 0.0015551110333983107 0.0010910374086268715
leaf_count=503 232 187 351 239 225 42 122 271 492 457
internal_value=0 6.03676e-05 9.15498e-07 6.90673e-05 0.000326936 -9.8805e-05 3.76653e-05 -0.000216728 -0.00038946 -0.000129888
internal_weight=0 0.0131966 0.0116329 0.0104852 0.00413436 0.0063508 0.00279131 0.00517727 0.00365566 0.00210055
internal_count=3121 2618 2386 2199 698 1501 347 1262 991 499
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=11
num_cat=0
split_feature=484 1 2 1 4 2 3 47 52 2
split_gain=0.000245168 8.34837e-05 8.18137e-05 7.49321e-05 0.000154473 0.000123554 0.000106532 0.00013602 0.000170995 7.11184e-05
threshold=-0.0068949999999999992 0.13686500000000004 -0.055814999999999997 0.077565000000000009 -0.083854999999999985 0.096540000000000015 -0.10519499999999998 0.092530000000000015 -0.07167999999999998 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 8 -8 -10
right_child=1 -3 3 6 -6 -7 7 -9 9 -11
leaf_value=-0.00089683792843467207 -0.00047158052335738405 0.00054125513302226099 -0.00038929009499194973 0.00064111619170955248 -0.00065081506667607515 0.00045979819291620626 -0.00023164051468204969 -0.00048530819088748572 0.00085372132956868017 0.00022383869391207859
leaf_weight=0.0010719728807862513 0.0011753193746518583 0.0012036655438860218 0.0010377524889789184 0.0014684902998595428 0.0014505197337941703 0.0016249532483705309 0.0018300724613337579 0.0013031292427770434 0.0012982655349101585 0.0013524511033168179
leaf_count=503 93 162 258 201 1023 41 218 141 347 134
internal_value=0 5.76661e-05 1.12518e-05 6.11815e-05 -0.000146079 0.000128878 0.00017873 6.13338e-05 0.000220311 0.000532342
internal_weight=0 0.0137446 0.012541 0.0113656 0.00411323 0.00266271 0.00725241 0.00578392 0.00448079 0.00265072
internal_count=3121 2618 2456 2363 1322 299 1041 840 699 481
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=9
num_cat=0
split_feature=159 51 160 12 52 2 3 0
split_gain=3.06493e-05 5.84456e-05 8.5386e-05 9.02027e-05 6.15086e-05 0.000119635 0.000156126 7.14152e-05
threshold=-0.032739999999999991 0.095050000000000009 0.086870000000000017 -0.029094999999999999 0.091820000000000013 0.10672500000000001 0.086245000000000016 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.011965867547772742 -0.015540864340087012 0.017503300866674412 -0.020600919817987739 -0.0029671031265022189 -0.0097630334213758205 -0.0099667389928553528 0.040152382950978838 0.018630858752133408
leaf_weight=0.0010827376736380857 0.00139094852237089 0.001084509931240968 0.001058359338541274 0.0018585192009065714 0.0012599887645166046 0.0014790166357090207 0.0010070984904436697 0.0015501751633173438
leaf_count=421 284 214 291 1110 340 265 82 114
internal_value=0 0.00115306 -0.000693237 0.00177226 0.00513806 0.0083231 0.0144491 0.00685502
internal_weight=0 0.0106886 0.00960411 0.00854575 0.0071548 0.00589481 0.00441579 0.00340869
internal_count=3121 2700 2486 2195 1911 1571 1306 1224
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=9
num_cat=0
split_feature=3 50 160 13 13 16 151 3
split_gain=3.25576e-05 7.0394e-05 6.25264e-05 0.000102536 9.47751e-05 0.000131705 8.98642e-05 5.09031e-05
threshold=0.16158000000000003 0.07826000000000001 -0.081969999999999987 -0.084034999999999985 0.086705000000000018 0.033715000000000009 -0.0083949999999999979 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=0.018190752384540224 0.013354597771641026 -0.022979204434011549 0.015809870705934093 -0.024093467333867562 -0.0077162398843240634 -0.041013975054984053 0.0061420482756295164 0.017571462401555028
leaf_weight=0.0012890873795480548 0.0011861064146773794 0.0010105068732051492 0.0018263165954290565 0.0011903769114215354 0.0010323214394525881 0.0010526035401023032 0.0017970701739713985 0.0013229853660264579
leaf_count=413 156 588 439 182 119 358 735 131
internal_value=0 -0.00156162 0.000713968 -0.00202624 -0.00711968 -0.0150528 -0.00590558 0.00648796
internal_weight=0 0.0105213 0.00951076 0.00822167 0.00639536 0.00404005 0.00298745 0.00235531
internal_count=3121 2965 2377 1964 1525 1275 917 250
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=8
num_cat=0
split_feature=42 40 151 160 49 12 16
split_gain=3.12143e-05 6.34982e-05 6.11721e-05 9.17917e-05 7.25558e-05 0.000104357 0.000141539
threshold=-1.0000000180025095e-35 -0.0067649999999999993 -0.083274999999999988 -1.0000000180025095e-35 -0.047584999999999995 0.095330000000000012 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.010243424518907165 0.020712378504130047 -0.01736296531246681 -0.015268279555502359 0.021920524363791685 0.026370631565848048 -0.01707124416675964 -0.0068389752497660999
leaf_weight=0.0016645126448881055 0.0010156499101395362 0.0012052755250711068 0.0015683810146528109 0.001498662218927584 0.0016147663213389952 0.0013713950589154173 0.0017083789320100314
leaf_count=862 265 259 638 145 376 258 318
internal_value=0 0.00165307 -0.000505723 0.00211199 0.00651341 0.00159492 0.00929807
internal_weight=0 0.00998251 0.00896686 0.00776158 0.0061932 0.00469454 0.00332315
internal_count=3121 2259 1994 1735 1097 952 694
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=13
num_cat=0
split_feature=14 484 475 48 4 0 40 12 3 150 1 4
split_gain=0.000239325 0.000230444 0.000153233 0.000106517 0.000160565 8.23396e-05 0.000192252 0.000104968 0.000169035 0.00020192 0.000140078 0.000110917
threshold=0.062655000000000016 -0.0068949999999999992 -0.051009999999999993 0.12737000000000001 0.27834500000000006 0.18019500000000002 -1.0000000180025095e-35 0.098810000000000023 0.10299500000000002 0.087380000000000013 0.095285000000000022 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 11 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00081658662633268776 -0.00093154901556259597 0.00082796106956913799 -0.00080355225022674928 -0.00053575442382906261 0.00062317299459986044 0.00052328419624873336 0.00030825856024395935 -0.00044625607503189917 0.00072965151916733119 -0.00078921421699617428 0.00077746951232665791 -0.00054308068930773116
leaf_weight=0.0010781715889590137 0.0010072662671911361 0.0010964947529890539 0.0011350916488518607 0.0010449928177818446 0.0020000859543638965 0.0010759844012002704 0.0013430855188262679 0.0012825297034530373 0.001551003628718961 0.0010179837431682839 0.0011129143100366834 0.001047059854688098
leaf_count=479 104 315 184 75 268 29 470 287 71 73 109 657
internal_value=0 5.62379e-05 0.000124892 6.37604e-05 0.000117928 1.22861e-05 -5.2478e-05 6.34414e-05 0.000171099 -2.05197e-05 0.000202862 -6.46908e-05
internal_weight=0 0.0147854 0.0137072 0.0126107 0.0115657 0.00956565 0.00848967 0.00735458 0.00607205 0.00452104 0.00350306 0.00239015
internal_count=3121 3017 2538 2223 2148 1880 1851 1667 1380 1309 1236 1127
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=7
num_cat=0
split_feature=159 160 42 43 4 4
split_gain=3.1235e-05 5.67875e-05 7.86834e-05 0.000129284 6.28768e-05 6.37247e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.015627566099170858 0.0097480965473169656 -0.016692953780359645 0.021715236779431712 0.0025660460558603309 0.0098753409680407672 -0.017006303997237387
leaf_weight=0.001425097361464363 0.0016131514642323966 0.0012728291101955736 0.0017472781877021643 0.0018813155796561084 0.0017783864286518023 0.0019415144975299522
leaf_count=684 527 645 384 555 166 160
internal_value=0 -0.00161289 0.000703722 0.00371699 -0.00189749 -0.00737423
internal_weight=0 0.0100464 0.00862132 0.00734849 0.00560122 0.00382283
internal_count=3121 2594 1910 1265 881 715
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=12
num_cat=0
split_feature=484 43 43 1 133 159 15 0 4 4 47
split_gain=0.00017563 0.000114918 0.00015512 0.000108102 0.000126918 0.000120211 0.000135471 0.000186779 0.000173056 9.97975e-05 0.000100583
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.076905000000000015 -0.03241999999999999 -0.10324499999999999 -0.0016099999999999997 0.053180000000000012 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -5 -10 -11
right_child=1 -3 -4 5 -6 -7 7 -9 9 10 -12
leaf_value=-0.00078874710154449277 1.6068642732822635e-05 -0.00057785050727163483 0.00080580511599154096 0.0008814116751211515 -0.00084814393585189943 0.00069779756300986876 0.00028075210091359459 -0.00084269095382251739 -0.00047095839831459967 0.00050838579879198805 -0.00015267530689204532
leaf_weight=0.0010367171177654263 0.0017558128960956179 0.0010491129614974776 0.0010875742613967549 0.0011660786304822507 0.001040530146008812 0.0012577200747432111 0.0010057508828768347 0.0013101092186528305 0.0011279149280389897 0.0018876217206246675 0.0016658619858433287
leaf_count=503 555 193 93 156 573 228 83 413 73 158 93
internal_value=0 4.69357e-05 9.62008e-05 3.30329e-05 -0.000305508 0.000133518 4.658e-05 -0.000354793 0.000205541 3.71904e-05 0.000198482
internal_weight=0 0.0143541 0.013305 0.0122174 0.00279634 0.00942106 0.00816334 0.00231586 0.00584748 0.0046814 0.00355348
internal_count=3121 2618 2425 2332 1128 1204 976 496 480 324 251
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=12
num_cat=0
split_feature=484 4 11 150 48 3 15 0 15 16 43
split_gain=0.000216237 8.8088e-05 0.000100773 9.50873e-05 8.2463e-05 0.000116575 8.53106e-05 0.000192793 0.000131334 0.000119444 9.42219e-05
threshold=-0.0068949999999999992 0.42051500000000003 0.078340000000000007 0.11456000000000001 0.088875000000000023 0.097915000000000016 -0.016799999999999995 -0.11013499999999998 -0.094549999999999981 0.0013750000000000001 -0.10603999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 -2 -9 -11
right_child=1 -3 -4 -5 5 -7 7 9 -10 10 -12
leaf_value=-0.00086836749910477237 0.00012417804700670622 0.00061298063546316847 -0.00056501129418967037 -0.00041228184214742966 0.00090438073985442684 1.5192673644881677e-06 0.00090389529938269468 -0.00050876355938533251 -0.00070007657954722986 0.00069307667725198663 -8.172238098487211e-05
leaf_weight=0.0010345976647198407 0.0018110936225297714 0.0010292492015957925 0.0010506262839700279 0.0013874234758288412 0.0011447341205480079 0.0010579728564730217 0.0011529057428686673 0.001246793064273112 0.0012604716587582641 0.0010190673166748376 0.0014795551892859945
leaf_count=503 197 216 158 112 236 73 82 971 384 31 158
internal_value=0 6.14228e-05 1.64061e-05 6.92479e-05 0.000134923 0.000470731 4.21127e-05 0.000202756 -0.00021407 -1.30677e-05 0.000234281
internal_weight=0 0.0136399 0.0126106 0.01156 0.0101726 0.00220271 0.00796989 0.00489832 0.00307157 0.00374542 0.00249862
internal_count=3121 2618 2402 2244 2132 309 1823 1242 581 1160 189
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=13
num_cat=0
split_feature=484 14 15 15 0 48 47 2 13 13 2 16
split_gain=0.000210619 0.000149945 0.000152617 0.000145448 0.000154165 0.000324561 0.000147063 0.000145558 0.000112153 0.000185777 6.20266e-05 5.36038e-05
threshold=-0.0068949999999999992 0.019675000000000002 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.083995000000000014 0.11596500000000001 -0.084034999999999985 0.086285000000000014 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 10 7 -6 9 -9 -5 -8
right_child=1 -3 3 4 6 -7 11 8 -10 -11 -12 -13
leaf_value=-0.000834686574098103 0.00079743402104786221 -0.00067542179300020743 -0.00060219359805303526 0.001241713539515176 -0.00090305441961241603 -0.00028517742459060948 0.00068950126987800343 0.00014075261774390587 0.00046607682218265096 -0.00087423349256239666 0.00059537714102530712 6.0550133086693583e-05
leaf_weight=0.0011014828836251852 0.0011382169572644795 0.0010026418875833396 0.0011975183367429554 0.0010776805655208247 0.0010031930802435092 0.0014534204440934673 0.0010745077235652656 0.0017104378018826323 0.0010975185628973594 0.0011659129630209688 0.0012137973019413946 0.0010113294628828796
leaf_count=503 220 92 176 41 481 87 89 312 94 824 129 73
internal_value=0 5.54802e-05 0.000111236 4.61784e-05 0.000118019 0.000439626 -5.25041e-05 -0.000235669 -6.71898e-05 -0.000270666 0.000899349 0.000384551
internal_weight=0 0.0141462 0.0131435 0.0120053 0.0108078 0.0037449 0.0070629 0.00497706 0.00397387 0.00287635 0.00229148 0.00208584
internal_count=3121 2618 2526 2306 2130 257 1873 1711 1230 1136 170 162
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=12
num_cat=0
split_feature=14 484 15 15 0 48 47 2 2 42 3
split_gain=0.00017983 0.000110676 0.000126553 0.000115937 0.000123082 0.000244042 0.000178378 0.00016117 0.000132866 8.15028e-05 6.0904e-05
threshold=0.018475000000000002 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 0.096540000000000015 0.10559 0.082250000000000004 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 7 9 -9 -6 -5
right_child=-2 2 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00056113982816144838 -0.00080383165602419837 0.00075627338501379224 -0.00054356256832653724 0.0011585933790955597 -0.0010556533480718224 -0.0002275164402962228 0.00044975101927868121 0.0005822005568661779 -0.0003056279103126228 -0.00026985150940751703 0.0004935918368678138
leaf_weight=0.0010322325022793172 0.0010058620980274028 0.0010561959489353212 0.0011498492738965414 0.0010702516373091277 0.0010274765087935217 0.0013909923027015658 0.0019851366600309129 0.0011143269579104885 0.0015488049927579149 0.001002686705804459 0.0010479541450216998
leaf_count=491 119 220 174 99 582 87 161 175 290 654 69
internal_value=0 5.57349e-05 0.000107113 4.66369e-05 0.000113251 0.000410571 -4.29763e-05 -0.000251387 6.58637e-05 -0.00066755 0.000829593
internal_weight=0 0.0134259 0.0123937 0.0113375 0.0101876 0.0035092 0.00667843 0.0046933 0.00266313 0.00203016 0.00211821
internal_count=3121 3002 2511 2291 2117 255 1862 1701 465 1236 168
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=10
num_cat=0
split_feature=1 4 3 4 3 3 12 3 43
split_gain=3.11958e-05 6.98999e-05 8.42275e-05 7.68807e-05 5.02383e-05 0.000160131 6.01022e-05 5.9595e-05 3.00215e-05
threshold=0.094385000000000011 -0.15764999999999998 0.088060000000000013 -0.49405499999999997 0.083060000000000009 -0.077774999999999983 0.10806000000000002 0.13524500000000003 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 6 -2 -6 -3
right_child=4 2 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.011223448320929415 -0.019717033415798502 -0.013445400366473249 0.0065934986193140355 0.022057931025749506 -0.015069075578803928 0.032526703071838192 0.0100120005135699 0.011549822552689656 -0.034947775478663581
leaf_weight=0.0010008505555504782 0.001074556111182096 0.001022757813185049 0.0010634145674330853 0.0012076478569004474 0.001735122054044802 0.0015573452196812093 0.0010702506741792073 0.0010734563531798885 0.0010251861213194013
leaf_count=82 228 730 60 68 119 376 49 171 1238
internal_value=0 -0.00510587 -0.0136814 0.00697543 0.00406024 0.0108541 -0.00488236 -0.00489517 -0.0242093
internal_weight=0 0.00531986 0.00311136 0.0022085 0.00651073 0.00370215 0.00214481 0.00280858 0.00204794
internal_count=3121 2178 2028 150 943 653 277 290 1968
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 52 1 16
split_gain=2.97168e-05 6.41892e-05 7.35582e-05 8.87685e-05 9.17784e-05 0.000107387 6.93366e-05 9.27039e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.077655000000000016 0.10708500000000001 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.015450663425462485 0.012703191380033176 0.017874866470694053 0.019735582334258709 -0.034019900586603348 0.016765948116406613 -0.0016201348454019432 -0.023636136052251597 0.0064211293484687315
leaf_weight=0.0016768879220346823 0.0010361250618039454 0.0012497639495155418 0.0011763866528729941 0.0011932412300124078 0.0013696681889774011 0.0013619287118377711 0.001029185735406343 0.0016782791266547802
leaf_count=736 344 158 166 731 272 474 67 173
internal_value=0 -0.00127981 0.00134348 -0.00140151 -0.00503388 -0.0167505 0.00230904 -0.00500451
internal_weight=0 0.0107353 0.00905845 0.00788207 0.0066323 0.00255517 0.00407713 0.00270746
internal_count=3121 2777 2041 1875 1717 1205 512 240
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=12
num_cat=0
split_feature=484 43 2 13 15 160 0 42 13 0 0
split_gain=0.00019851 8.40061e-05 0.000113184 0.000160687 0.000134557 8.68854e-05 0.000147533 0.000106573 0.000180554 0.000111069 1.54615e-05
threshold=-0.0068949999999999992 0.16180500000000003 0.098035000000000011 -0.08971999999999998 -0.074054999999999996 0.086075000000000013 -0.10607499999999999 -1.0000000180025095e-35 -0.063184999999999977 -0.014954999999999998 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8 -9 -10 -6
right_child=1 -3 3 4 10 -7 7 8 9 -11 -12
leaf_value=-0.00083199684962836939 0.00048125266831100598 -0.0004885956230504864 0.00078974881709129648 0.00052449526916873151 -0.00042355183506718064 -0.00059576044146472911 -0.0007057215027917146 -0.00069506895914931961 0.00075268604309691896 -9.8239123856993285e-05 -8.402514163146568e-05
leaf_weight=0.0010419922421207395 0.0019121894934589247 0.0010100074121283152 0.0018172344324683537 0.0014758830798712761 0.0010141484221242894 0.0010010044096557848 0.0010807646157777718 0.00100428360118966 0.0011010029580387402 0.0012700655970037046 0.0010490768512217406
leaf_count=503 146 202 159 260 190 141 473 682 141 77 147
internal_value=0 5.57043e-05 9.89042e-05 0.000315805 7.24477e-05 -5.87488e-05 2.56615e-05 -0.00016984 1.74591e-06 0.000296887 -0.000250915
internal_weight=0 0.0137357 0.0127257 0.00535634 0.00353911 0.00736931 0.00636831 0.00445612 0.00337535 0.00237107 0.00206323
internal_count=3121 2618 2416 756 597 1660 1519 1373 900 218 337
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=12
num_cat=0
split_feature=484 4 4 51 150 2 13 16 2 2 47
split_gain=0.00025137 0.00010559 8.85926e-05 8.35314e-05 0.000122278 0.000117881 8.22125e-05 0.000246331 0.000164341 0.000166741 0.000140931
threshold=-0.0068949999999999992 0.27044500000000005 0.41555500000000006 0.095050000000000009 0.089910000000000018 0.11389000000000002 0.0076650000000000008 0.19444000000000003 0.097845000000000015 0.084245000000000014 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 9 10 -2
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00089495012838773169 0.00083203970958217743 0.00086402205713788068 0.00015677889623158807 0.00046293060308456977 -0.00065707683137226924 -0.00060552181370090595 -0.00069445405895006505 0.00054931122978030679 0.00076736964447792985 -0.0004811927551476345 -0.00014705812591764907
leaf_weight=0.0011109880101912431 0.0011485924892632423 0.0010347516689735853 0.0019916100165217185 0.0012611100691451516 0.0012103887022845367 0.0010657929916473617 0.0015412838547762342 0.0010156297177434546 0.0015415008875495394 0.0015720499265696412 0.0011128352595374431
leaf_count=503 443 106 240 225 165 152 207 86 213 680 101
internal_value=0 7.28106e-05 0.000398594 -1.31537e-05 -7.19693e-05 6.74064e-06 8.90092e-05 -0.000200419 0.000226692 9.27723e-06 0.000350231
internal_weight=0 0.0144955 0.00302636 0.0114692 0.0102081 0.00899769 0.00793189 0.00255691 0.00537498 0.00383348 0.00226143
internal_count=3121 2618 346 2272 2047 1882 1730 293 1437 1224 544
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=9
num_cat=0
split_feature=147 15 16 2 47 0 43 13
split_gain=3.10157e-05 5.97959e-05 7.70869e-05 6.92339e-05 8.7833e-05 5.87993e-05 9.65686e-05 7.19557e-06
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.10981000000000002 0.10783500000000001 -0.11991499999999998 -0.084004999999999982 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.017119673616304194 0.013304833509692849 -0.022088266485600971 0.004596718444668497 0.014694040445133422 0.018502737102377341 0.00024970546438752526 -0.032221382801581641 -0.022128132542500959
leaf_weight=0.0011259821991195665 0.0011437687380368997 0.0014115883181862006 0.0016410610560010372 0.0017254375687332981 0.0010127660716672425 0.0017064900979561941 0.0010361569614827494 0.0010220113494999676
leaf_count=243 124 196 182 346 105 507 422 996
internal_value=0 -0.00148317 -0.00367526 -0.000483723 -0.00456386 -0.0088854 -0.0147624 -0.0272094
internal_weight=0 0.0106815 0.00955551 0.00814392 0.00641849 0.00540572 0.00376466 0.00205817
internal_count=3121 2997 2754 2558 2212 2107 1925 1418
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=13
num_cat=0
split_feature=14 484 475 15 15 151 3 15 4 42 3 2
split_gain=0.00027394 0.000199722 0.000194252 0.000119762 0.000124522 0.000102792 0.00013804 0.000142512 0.000124208 0.000108891 7.35766e-05 7.28731e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -0.24436499999999997 -0.11713499999999999 -0.077429999999999985 -0.074084999999999998 -0.022504999999999997 -0.0024449999999999997 0.083995000000000014 0.096675000000000011 0.10559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 11 -9 -10 -8
right_child=-2 2 3 4 5 6 8 9 10 -11 -12 -13
leaf_value=-0.00074684836814509312 -0.00098740643258849337 0.00089997267938102309 0.00066210808577305534 -0.00058929834514198903 0.00053220224675801144 0.00088466214506689495 0.00043166815835931564 -0.00043360277993374394 -0.00081148442406963001 0.00044449067514299703 -0.00020056418474847422 -0.00023808847695088822
leaf_weight=0.0010749424925501861 0.0010062661240532048 0.0010701307347783405 0.0010637694244319219 0.001232254265762252 0.0014467290781133768 0.0010295430778037734 0.0012672131642565598 0.0010313527952218811 0.0013195142208715471 0.0010564569853983652 0.0016264730426501992 0.0011407594932867395
leaf_count=479 107 315 193 169 218 231 168 506 153 400 54 128
internal_value=0 5.01429e-05 0.000114635 4.58274e-05 -1.29674e-05 5.8638e-05 -2.22372e-05 0.000299352 -0.000209483 1.07231e-05 -0.000474197 0.000114376
internal_weight=0 0.0143591 0.0132842 0.0122141 0.0111503 0.00991804 0.00847131 0.00311735 0.00535396 0.00208781 0.00294599 0.00240797
internal_count=3121 3014 2535 2220 2027 1858 1640 1137 503 906 207 296
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=10
num_cat=0
split_feature=14 15 131 13 3 1 13 457 0
split_gain=2.84858e-05 6.19548e-05 5.43705e-05 6.3835e-05 7.94381e-05 7.0886e-05 4.48575e-05 5.35477e-05 0.000103216
threshold=-0.10708499999999999 -0.15914499999999995 0.085815000000000016 -0.23438999999999996 0.11296500000000002 0.11353000000000001 -0.036034999999999991 0.045365000000000009 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.013281135043477206 0.020476340636062917 0.018235596053013267 -0.019048166077741176 -0.016746799962245377 -0.023358723077487965 0.021075056611372354 -0.020807916272993131 0.01775582281000292 0.010289735320645116
leaf_weight=0.001041165159254954 0.0010546173415302484 0.0013186700059676362 0.0010306187149998333 0.0011702498188098844 0.0010258002800931365 0.0010978113106279788 0.0013757575085395688 0.0010861384980830266 0.0016358575622797517
leaf_count=140 220 96 419 1141 64 88 561 133 259
internal_value=0 0.00121146 -0.00087429 0.00127608 -0.00174951 0.00173264 -0.00229817 0.00182812 -0.00391621
internal_weight=0 0.0107955 0.0097409 0.00871028 0.00739161 0.00636581 0.005268 0.00409775 0.00301162
internal_count=3121 2981 2761 2342 2246 2182 2094 953 820
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=12
num_cat=0
split_feature=484 52 52 15 4 15 0 49 0 43 3
split_gain=0.000226912 9.87294e-05 0.000155307 0.000109478 0.000199443 0.000112979 0.000141096 9.61351e-05 0.000118557 0.000121369 9.24833e-05
threshold=-0.0068949999999999992 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.0016099999999999997 -0.095869999999999983 -0.18113999999999997 -0.006494999999999999 -0.083914999999999976 0.07827000000000002 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -5 -9 -10 -8
right_child=1 2 3 7 5 -7 10 8 9 -11 -12
leaf_value=-0.00089128401191545853 -0.00051651876243747523 0.00080686449598046071 0.00099936981860304815 -0.00062411560728339529 -0.00071196525401062954 0.00055676061469920582 -0.00021944474005763909 0.00052260646866106146 -0.00052115537661229488 0.00032630447531236794 0.00055010545495650591
leaf_weight=0.0010266173732253739 0.0010335060039757633 0.0011308549247325246 0.0010588389462062153 0.0012956588208870553 0.0010825484553432796 0.0012815391276524658 0.0012851046616727179 0.001147666995205166 0.0018510866852536048 0.001001106926996384 0.001126916079436221
leaf_count=503 318 211 204 147 65 190 168 397 651 73 194
internal_value=0 6.54825e-05 0.000114539 4.41992e-05 0.000229455 5.87689e-05 -0.000123856 -0.000159928 -9.56531e-06 -0.000223701 0.000140095
internal_weight=0 0.0132948 0.0122613 0.0111305 0.00583495 0.00477611 0.00349457 0.00529552 0.00399986 0.00285219 0.00241202
internal_count=3121 2618 2300 2089 821 617 427 1268 1121 724 362
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=12
num_cat=0
split_feature=14 147 48 48 1 4 4 0 48 16 133
split_gain=0.000197739 0.000123049 0.000110973 0.000159431 0.000112477 0.000203797 0.000174761 6.3318e-05 0.000111507 0.000110487 7.65223e-05
threshold=0.054835000000000009 1.0000000180025095e-35 0.12737000000000001 0.10396500000000002 0.111945 0.08184000000000001 0.24564500000000003 -0.10151999999999999 0.085130000000000025 0.0057500000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 -9 -11
right_child=-2 -3 -4 -5 6 -7 -8 9 -10 10 -12
leaf_value=0.00064102533908421007 -0.00084331746834648833 0.00061391263519810504 -0.00063253194818475356 0.00079363112218142507 -0.00012221459464024367 -0.00087347346177561258 0.00086940959912310759 -0.00055703697093985208 -0.00022993699852851408 0.0003533087136010155 -0.00030321404866342361
leaf_weight=0.0012796292134130494 0.0010185909671686774 0.0013512021987057707 0.0010085216799307932 0.0010011012472264371 0.001547150639149696 0.0012395774659919433 0.0012237743816947738 0.0015996033112152595 0.001012180418321712 0.0016862445082152227 0.0011467696560208496
leaf_count=91 110 167 87 118 132 186 214 1419 68 303 226
internal_value=0 5.12771e-05 -8.37466e-06 4.52615e-05 -2.45287e-05 -0.000142917 0.000315735 -8.24649e-06 0.000256364 -0.000145059 8.75563e-05
internal_weight=0 0.0140958 0.0127446 0.011736 0.0107349 0.007964 0.00277093 0.00672443 0.00229181 0.00443262 0.00283301
internal_count=3121 3011 2844 2757 2639 2293 346 2107 159 1948 529
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=9
num_cat=0
split_feature=159 42 43 160 16 0 12 12
split_gain=2.99194e-05 5.34877e-05 8.51293e-05 9.23943e-05 6.70233e-05 0.000123823 0.000170318 0.00010884
threshold=0.076905000000000015 -0.088934999999999986 -0.15582499999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.090840000000000018 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -6
right_child=-2 2 3 4 7 6 -8 -9
leaf_value=-0.020732153586244081 0.011026160923314014 0.023868094054655151 -0.026137823247905027 -0.0098998696820380028 -0.029843785190543523 0.039414106587340646 -0.0056325036395645086 0.0084800745751250108
leaf_weight=0.0010611062786308094 0.0016504119844698495 0.0010698268321054439 0.0011465963488806914 0.0019269423425696589 0.0011996036023949942 0.0015045003796519394 0.0011815736691990035 0.0011392157430070728
leaf_count=306 527 112 616 123 316 530 335 256
internal_value=0 -0.00185809 0.000326339 -0.0027836 0.00106832 0.00727655 0.0195986 -0.0111766
internal_weight=0 0.0102294 0.00916826 0.00809843 0.00695184 0.00461302 0.00268607 0.00233882
internal_count=3121 2594 2288 2176 1560 988 865 572
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 4 52 0 4 43
split_gain=0.000214419 0.000125098 0.000164057 0.000115104 0.000218383 0.000130021 0.000105896 0.000105329 0.000198711 0.000117692
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.033845000000000007 -0.089199999999999988 -0.11013499999999998 -0.083854999999999985 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 -8 9 -9
right_child=1 2 3 6 5 -7 7 8 -10 -11
leaf_value=-0.00087140066267354086 0.00056121561202556315 -0.00069953410374577784 0.00095037915937476957 0.00041498222322652618 0.00035828015211166343 -0.00048518609870032208 0.00024185883851413897 -0.00042761134556051032 -0.0010926789856163248 0.000379281039294723
leaf_weight=0.0010433498824331785 0.0016264598921813299 0.0012208852416792449 0.0013829922404762708 0.0012378930826680689 0.0016656777021351716 0.0012153229175711289 0.0014044287346998488 0.0017933237918485458 0.0010990679850851801 0.0011347372846906012
leaf_count=503 232 187 351 239 225 122 110 316 802 34
internal_value=0 5.0521e-05 -1.78188e-05 5.83051e-05 0.000309918 2.47188e-06 -0.000102559 -0.000220511 -0.000381758 -0.000114909
internal_weight=0 0.0137808 0.0121543 0.0109334 0.00426399 0.002881 0.00666945 0.00543156 0.00402713 0.00292806
internal_count=3121 2618 2386 2199 698 347 1501 1262 1152 350
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=10
num_cat=0
split_feature=484 133 160 13 4 4 16 2 43
split_gain=2.91305e-05 4.28298e-05 0.000155134 7.2522e-05 0.000104079 0.000116596 0.000103522 0.000100006 4.46604e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 -0.14098499999999997 -0.5315899999999999 0.10497000000000002 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -6 -4 -8
right_child=-2 2 3 4 6 -7 8 -9 -10
leaf_value=-0.017923302730583793 0.011344524519524632 -0.030153178034866418 0.033490859846273931 0.0034371618783946745 -0.014702258570421775 -0.034293229021128684 0.0046149666953517292 -0.0018088661987016464 0.027469022825752049
leaf_weight=0.0010567914563447177 0.0014326112299391834 0.0010844893054304397 0.0012422374882408869 0.0012474839874912131 0.0010086526469168244 0.0011435274560563156 0.0010948019235302751 0.0011043787257361559 0.0014449216478059357
leaf_count=801 394 520 204 169 66 596 155 119 97
internal_value=0 -0.00163513 0.000201833 0.00417476 -0.000844171 -0.0146078 0.00843022 0.0168779 0.0176173
internal_weight=0 0.0104273 0.00937049 0.008286 0.00593939 0.00239101 0.00354838 0.00234662 0.00253972
internal_count=3121 2727 1926 1406 1083 765 318 323 252
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=11
num_cat=0
split_feature=14 457 1 474 14 0 15 48 16 133
split_gain=0.000188095 0.000116827 0.000120848 0.000162974 0.000166596 0.000175312 0.000251712 0.00016719 0.000148777 0.000122946
threshold=0.054835000000000009 -0.0029299999999999994 1.0000000180025095e-35 0.059400000000000008 -0.10708499999999999 -0.10607499999999999 -0.03241999999999999 0.086425000000000016 0.0057500000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 7 -7 -6 -3 -10
right_child=-2 2 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00059522300694885499 -0.00082153524045802044 -0.00070167943250045209 -0.00060460522609755726 0.00096307310277028604 0.00093950161577242256 0.00037433685744667146 -0.00073352916891177467 9.2010392459857074e-05 0.00045916037900051285 -0.00042477107288298914
leaf_weight=0.0010096567393793861 0.001030613843044135 0.0014005526767818209 0.0010348381523199038 0.0010158938071824055 0.0018891473893558686 0.0018759841514309674 0.0013601517937759447 0.0017005604698963062 0.0014747216346703742 0.0010257855113917013
leaf_count=243 110 1148 92 167 153 322 471 99 121 195
internal_value=0 4.68748e-05 9.76118e-05 0.000224025 0.000128513 0.000239658 -9.13006e-05 0.000538018 -0.000190033 9.65443e-05
internal_weight=0 0.0137873 0.0127776 0.00887658 0.00786068 0.00682584 0.00323614 0.00358971 0.00390106 0.00250051
internal_count=3121 3011 2768 1304 1137 1045 793 252 1464 316
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=12
num_cat=0
split_feature=14 147 48 2 1 52 40 3 12 12 2
split_gain=0.000246053 0.000124218 0.000133341 0.000158717 0.000107519 0.000106709 0.000101839 0.000108891 0.00011648 0.000154645 7.73765e-05
threshold=0.062655000000000016 1.0000000180025095e-35 0.12879500000000002 0.10981000000000002 0.10672000000000002 0.10473500000000001 -1.0000000180025095e-35 0.10542000000000001 0.10345000000000001 0.084100000000000022 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 10 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00056732501795940765 -0.00094022257009523404 0.00062425844333137154 -0.00068667249868816914 1.6452163313845335e-05 0.00079348416057263441 -0.00062207242875772376 0.00055191679184251935 0.00068599830700824549 0.0005931686437773855 -0.00060364887364624089 -0.00011953999700576071
leaf_weight=0.0010095623536693936 0.0010192768453023285 0.001344667973852077 0.0010081399960165495 0.0011912287438121873 0.0016099469908364883 0.0011787246116874081 0.0010866518761295809 0.0010328556382050713 0.0010119623338406356 0.001726553631779535 0.001679878462582822
leaf_count=179 104 167 81 240 242 408 114 49 131 1208 198
internal_value=0 5.79042e-05 -2.84793e-06 5.69568e-05 0.000463043 -7.34002e-05 1.22887e-05 0.000101791 -7.81811e-06 -0.000143176 0.000144198
internal_weight=0 0.0138802 0.0125355 0.0115274 0.00280118 0.00872619 0.00754746 0.0065379 0.00550505 0.00449308 0.00276653
internal_count=3121 3017 2850 2769 482 2287 1879 1700 1651 1520 312
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=11
num_cat=0
split_feature=14 484 475 1 12 2 3 2 48 3
split_gain=0.000200119 0.000144042 0.000189448 9.71661e-05 0.000167754 0.000151428 6.53892e-05 8.68259e-05 0.000240367 9.76408e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.12811000000000003 0.098810000000000023 1.0000000180025095e-35 -0.10831999999999999 0.10855000000000002 0.085700000000000012 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00065312608669560812 -0.00083768544216847709 0.00091571328798307225 -0.00047775658058677719 0.00044884630083134961 -0.00060511881625837987 0.00052721737284667364 0.00025300823950040078 -0.00025033067364151632 -0.00042740117973119786 0.0010991393021791355
leaf_weight=0.0010119385963072115 0.0010256258014308415 0.0010445525871467616 0.0015325560019540689 0.0019236020036703843 0.0016435738454483326 0.0017810523823231818 0.0010386570376648497 0.0018363288558990096 0.0011755660299319799 0.0010589110997365481
leaf_count=479 110 315 406 216 310 130 739 180 168 68
internal_value=0 5.95011e-05 0.000114825 4.5054e-05 -3.21053e-05 7.97055e-05 0.000203694 9.09199e-05 0.000282372 0.000680159
internal_weight=0 0.0140467 0.0130348 0.0119902 0.0100666 0.00842307 0.00689052 0.00510946 0.00327313 0.00209757
internal_count=3121 3011 2532 2217 2001 1691 1285 1155 975 807
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=8
num_cat=0
split_feature=1 0 47 2 2 150 1
split_gain=3.32899e-05 9.92056e-05 4.97554e-05 9.33591e-05 8.77601e-05 0.000104264 7.18086e-05
threshold=0.077565000000000009 0.051010000000000007 0.086380000000000012 0.11510000000000002 0.092755000000000018 0.087170000000000011 0.12337000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=-0.023258682913073005 0.022888054725193886 0.0065663093275958569 -0.019005488794759464 0.02883791961469832 -0.015714925334724232 -0.0097745865613268132 0.0094748491783524305
leaf_weight=0.0015865477098012505 0.0018812980204717744 0.0018089207877802216 0.0015711172561114917 0.001215560801240698 0.0014833748823893933 0.0012216553947181907 0.0011710195494888361
leaf_count=1561 583 75 226 242 260 96 78
internal_value=0 -0.00736955 0.00282028 0.00738746 0.00170222 0.0100285 -0.00684306
internal_weight=0 0.00339547 0.00854403 0.00580189 0.00458633 0.00310295 0.00274214
internal_count=3121 1636 1485 1181 939 679 304
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=12
num_cat=0
split_feature=484 52 52 15 15 0 4 43 48 1 48
split_gain=0.000228789 8.05039e-05 0.000132853 0.000131431 0.000214064 0.000113986 0.000185497 0.000124195 9.3317e-05 6.89683e-05 5.61351e-05
threshold=-0.0068949999999999992 -0.28430999999999995 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 -0.11013499999999998 -0.083854999999999985 0.055925000000000009 0.089965000000000017 0.111945 0.082620000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -5 7 -7 -6 10 -4
right_child=1 2 3 5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00090212548391055457 -0.00047539863982023339 0.0007174033876883231 -0.00060192535018517221 0.0002920332085197024 0.0011611693419609043 -0.00041642223124473598 -0.0010407750351590082 0.00041335088510910704 0.00033665308940963406 0.00024401074574445712 4.7185402927881987e-05
leaf_weight=0.001026877028680419 0.0010081506924524341 0.0012126051357488508 0.0010497728944405078 0.0014217148675289238 0.0010268570459880907 0.0017949448129191605 0.0010986949500016441 0.0011301458852219781 0.0010857533364221829 0.0017592483598464518 0.0010003023911139917
leaf_count=503 308 221 123 111 237 319 804 34 105 217 139
internal_value=0 5.77344e-05 0.000100459 3.46475e-05 0.000236826 -0.00018522 -0.000353846 -9.58289e-05 0.000737418 -4.07972e-05 -0.000285202
internal_weight=0 0.0135882 0.01258 0.0113674 0.00592193 0.0054455 0.00402379 0.00292509 0.00211261 0.00380932 0.00205008
internal_count=3121 2618 2310 2089 821 1268 1157 353 342 479 262
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=13
num_cat=0
split_feature=14 484 475 43 42 3 0 0 2 47 160 3
split_gain=0.000220268 0.000166162 0.000165415 0.000107814 0.000105191 0.000111862 0.000181683 0.000157047 0.000108909 9.41189e-05 0.000109675 3.81987e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 0.18116500000000002 -1.0000000180025095e-35 -0.10831999999999999 -0.052984999999999997 -0.084044999999999995 0.10276500000000001 0.086785000000000015 0.086870000000000017 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 8 7 9 -6 10 11 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00070815198830912645 -0.00089752088741873882 0.00084865607791042479 -0.0003367746674275526 -0.00056894333193428586 0.00018266799672603094 0.00023737108709029776 -0.00057142034389713635 0.00086458662680224854 0.0010254187877993136 -0.00037281557911575234 -0.00025726606408259147 0.00077412003414827437
leaf_weight=0.0010334294156551663 0.0010107300475611239 0.0010665769914739174 0.001794280072883501 0.0010134157222164942 0.0013654001714260549 0.0010092482791933593 0.0014156246263619813 0.0011393327969710966 0.0010375592861295857 0.0013983739814077099 0.0011108495773601845 0.0010300046431262963
leaf_count=479 107 315 617 180 71 337 208 433 78 104 94 98
internal_value=0 4.93798e-05 0.000107886 4.37249e-05 9.86675e-05 0.000180855 5.71455e-05 0.000213588 0.000546554 5.05211e-05 0.000238446 0.000508477
internal_weight=0 0.0144141 0.0133807 0.0123141 0.0113007 0.00950639 0.00710343 0.00568781 0.00240296 0.00454848 0.0031501 0.00203925
internal_count=3121 3014 2535 2220 2040 1423 1274 1066 149 633 529 435
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=12
num_cat=0
split_feature=14 484 475 42 43 3 16 2 0 3 43
split_gain=0.00021223 0.000155051 0.000139964 8.83693e-05 0.000158715 0.000208704 0.00018058 9.2683e-05 0.000122238 0.000258527 8.6622e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 -1.0000000180025095e-35 -0.052894999999999991 -0.077774999999999983 0.22339500000000004 0.089885000000000007 -0.15202999999999997 0.11924500000000002 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 9 -9 -10
right_child=-2 2 3 4 6 -7 -8 8 10 -11 -12
leaf_value=-0.00069220797942086442 -0.00088155777571655332 0.00080567213647914115 -0.0003393296340659938 0.00011504547828313344 -0.00028722668775416364 0.0012265336674932047 -0.00076665383074439803 0.00050081219250195101 0.0009784515965485267 -0.00080202135674650179 0.00018895352748545091
leaf_weight=0.001000675017485758 0.0010037328655318209 0.0010209915710050746 0.0018935196028457809 0.0017894168569979052 0.0017308816460986998 0.0010195790621345046 0.0010883945923213338 0.0013641725503147906 0.0010774215756645346 0.0010259981067273771 0.0010599249497680431
leaf_count=479 107 315 741 271 412 296 106 65 216 46 67
internal_value=0 5.16681e-05 0.00010862 4.95556e-05 0.000122062 0.000518481 -2.95059e-05 9.8691e-05 0.000246228 -5.84386e-05 0.000586934
internal_weight=0 0.014071 0.0130703 0.0120493 0.0101558 0.002809 0.00734679 0.0062584 0.00452752 0.00239017 0.00213735
internal_count=3121 3014 2535 2220 1479 567 912 806 394 111 283
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=9
num_cat=0
split_feature=48 12 16 2 13 13 0 3
split_gain=3.15726e-05 7.94665e-05 0.000105545 8.09434e-05 0.000163871 8.88133e-05 0.000157347 2.7477e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 -0.060129999999999996 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 -6
right_child=1 2 -4 4 7 6 -8 -9
leaf_value=0.012965894464728385 -0.023250465831452065 -0.031368013989563265 0.0038017889491635069 0.035377312561284117 0.0065926425078874935 -0.012638303987108485 0.027283418169981286 -0.012838664693330044
leaf_weight=0.0012571405458778042 0.0014142729715285953 0.0013795356381991481 0.001217340301541855 0.0014193819728635275 0.0011768456575079606 0.0019070604475089421 0.0012313564091496355 0.0010379552637482803
leaf_count=180 1091 411 244 316 156 560 113 50
internal_value=0 -0.00161239 -0.0148814 0.00259654 0.0122852 -0.00513738 0.00302497 -0.00251374
internal_weight=0 0.0107837 0.00259688 0.00818687 0.00363418 0.00455269 0.00313842 0.0022148
internal_count=3121 2941 655 2286 522 1764 673 206
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=9
num_cat=0
split_feature=1 43 13 2 3 12 3 16
split_gain=3.14206e-05 5.25475e-05 9.46505e-05 7.8362e-05 4.69491e-05 0.000157511 8.31191e-05 4.81224e-05
threshold=0.094385000000000011 0.05259500000000001 -0.029529999999999997 0.086950000000000013 0.083060000000000009 0.090995000000000006 -0.13309499999999996 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 -7 -6
right_child=4 -3 3 -5 7 6 -8 -9
leaf_value=-0.032227762147138593 0.033015464656562028 0.0091451277322577157 0.017698714895386526 -0.013902610857252124 0.0051830894926479278 -0.023733418502312718 0.011516764961878269 -0.018746561166106016
leaf_weight=0.0011772879423251402 0.0015386604594215285 0.0015041006804241133 0.0010626210696594502 0.001632879365134194 0.00167579103594509 0.0010180057583611402 0.001190470342045457 0.0011712387275986669
leaf_count=1046 327 326 369 437 187 109 217 103
internal_value=0 -0.00522243 -0.0108025 -0.00144473 0.0041064 0.010768 -0.00473195 -0.00466132
internal_weight=0 0.00537689 0.00387279 0.0026955 0.00659417 0.00374714 0.00220848 0.00284703
internal_count=3121 2178 1852 806 943 653 326 290
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=13
num_cat=0
split_feature=484 42 39 15 1 3 3 47 52 150 13 16
split_gain=0.000195462 9.19227e-05 9.2992e-05 9.96858e-05 0.000134383 0.000194593 0.000104476 0.000125017 0.000200503 9.11215e-05 9.0569e-05 8.45093e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.092870000000000022 1.0000000180025095e-35 1.0000000180025095e-35 -0.028564999999999997 -0.097604999999999983 0.092530000000000015 -0.0064899999999999992 0.087170000000000011 -0.010739999999999998 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 11 8 9 -8 -5 -6
right_child=1 -3 -4 10 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00080280668453680927 -0.00078056268446582814 -0.00049186292373750145 -0.00038003459867690207 0.00021239799722206352 0.00035863909170463174 0.00033487347742978832 0.00043309253629375045 -0.00028709693845448267 0.000973835012032515 -0.00038006590516855964 -0.0005748039200992169 0.0011453947733576406
leaf_weight=0.0010470020373015291 0.001015892896113881 0.0010338998109911028 0.0013115161590004981 0.0010083053684035157 0.0010054761814273228 0.0013407191268903825 0.0010354989830247438 0.0012618518814621277 0.001421665345473559 0.0010020446147844808 0.0011630909421690276 0.0010126544155137883
leaf_count=503 493 311 118 506 42 54 163 138 179 80 392 142
internal_value=0 5.91339e-05 0.000104423 0.000160814 0.00024916 -0.000145971 0.000387333 0.000230842 0.000419776 3.31889e-05 -0.00020926 0.000753416
internal_weight=0 0.0136126 0.0125787 0.0112672 0.0090958 0.00235661 0.00673919 0.00472106 0.00345921 0.00203754 0.0021714 0.00201813
internal_count=3121 2618 2307 2189 1291 547 744 560 422 243 898 184
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=12
num_cat=0
split_feature=484 43 42 40 16 48 13 4 3 150 1
split_gain=0.000173856 8.84698e-05 0.000123685 0.000154694 0.000126523 0.000100816 0.000131018 0.000116621 0.00011061 0.000166584 0.000167203
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 0.16703000000000004 0.092065000000000022 -0.091904999999999987 0.033845000000000007 0.090900000000000009 0.086730000000000015 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -7 9 10 -8
right_child=1 -3 3 4 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00078508830957003299 -0.00051194068916530773 -0.00050028176533080881 0.00081631249155261765 0.00094619012660443708 -0.00040274163587387582 0.00025348768313021743 -7.7808003441079857e-05 -0.00064357223247525251 0.00067132068005173919 -0.00065050341284447245 0.00090314157124795074
leaf_weight=0.0010280891467598129 0.0011702102755687281 0.0010359409296003047 0.0012234827305628972 0.0010199090040582739 0.0017428474563621612 0.0011470903885300318 0.0019661476428541056 0.0010834409166233794 0.0013235993727107598 0.0010572687321132035 0.0010118561414596272
leaf_count=503 234 202 255 224 327 106 894 54 77 123 122
internal_value=0 5.07688e-05 9.55564e-05 0.00015697 7.90445e-05 0.000176576 0.000302048 -0.000182243 0.000179454 1.81178e-05 0.000255496
internal_weight=0 0.0137818 0.0127459 0.0115756 0.0103522 0.00860931 0.00637878 0.00223053 0.00535887 0.00403527 0.002978
internal_count=3121 2618 2416 2182 1927 1600 1440 160 1216 1139 1016
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=12
num_cat=0
split_feature=484 52 52 15 4 0 15 0 4 43 1
split_gain=0.000168496 9.09863e-05 0.000176287 0.000111592 0.00020404 0.000104119 0.000133531 9.76988e-05 0.000188423 0.000134924 2.6587e-05
threshold=-0.0068949999999999992 -0.38533999999999996 -0.090859999999999982 -0.03241999999999999 -0.0016099999999999997 -0.11013499999999998 -0.15026499999999995 -0.11013499999999998 -0.083854999999999985 0.055925000000000009 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -5 9 -9 -7
right_child=1 2 3 7 5 10 -8 8 -10 -11 -12
leaf_value=-0.0007626179049953503 -0.00050773364139702231 0.00077003530146894548 0.00094969714500341531 0.00024642687953602095 0.00035179474856691088 0.00013914216483361706 -0.00052025160061332058 -0.00042146833828863157 -0.0010274406833796048 0.00042601527342730946 0.00057961897575976515
leaf_weight=0.0010347770600406961 0.0010285673086718556 0.0012566638852629661 0.0010778072010134022 0.0014081991433043074 0.0010033022404384306 0.0010179494174073983 0.0018368367159796242 0.0017628168164993082 0.0010818409136493074 0.0011451814332978927 0.0010076517703844923
leaf_count=503 300 229 204 111 96 224 141 319 804 34 156
internal_value=0 4.20087e-05 8.68917e-05 1.11984e-05 0.000192919 2.52856e-05 -0.000212194 -0.000188886 -0.000342529 -8.77259e-05 0.000358261
internal_weight=0 0.0136268 0.0125982 0.0113416 0.00594355 0.00486574 0.00284014 0.00539804 0.00398984 0.002908 0.0020256
internal_count=3121 2618 2318 2089 821 617 237 1268 1157 353 380
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=13
num_cat=0
split_feature=484 43 42 40 133 3 0 47 16 160 160 4
split_gain=0.000220231 0.000120854 0.000115928 0.000163108 0.000118148 0.000126874 0.000133562 0.000206751 0.000131365 0.000127022 3.83253e-05 3.67655e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.094469999999999985 -0.026419999999999996 1.0000000180025095e-35 -0.11255999999999998 -0.055064999999999996 0.092530000000000015 -0.0083599999999999976 0.086870000000000017 -0.030779999999999998 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 9 -5 10 -7 -12
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00085436235951260437 -0.00045947218283930673 -0.00058658925940565797 0.00083376123286183 0.00019234282920189234 -0.0004371727929941719 0.00023743722920448014 -0.00059005829178788701 -0.00063673567924064499 0.0010589882259686967 -0.00021596163520233371 0.00096251552648872669 0.0004414796798761352
leaf_weight=0.0010800307043987911 0.0012277342746597449 0.0010187921225553514 0.001283085405934724 0.0017984540329829546 0.0013997132699581213 0.0010214892650970801 0.0011338666966981426 0.0010293185950736652 0.0010740244345030158 0.0011433391478404553 0.0010378279251534775 0.0010448901674489533
leaf_count=503 219 193 257 91 679 218 156 109 117 61 434 84
internal_value=0 6.40872e-05 0.000114331 0.000173204 9.38672e-05 0.000173937 2.0496e-05 0.000151689 0.000516383 0.00034275 0.000548534 0.000701114
internal_weight=0 0.0142125 0.0131937 0.011966 0.0106829 0.00928321 0.00641073 0.00527687 0.00287248 0.00424755 0.00310421 0.00208272
internal_count=3121 2618 2425 2206 1949 1270 1062 906 208 797 736 518
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=12
num_cat=0
split_feature=14 484 475 43 42 43 15 4 0 42 48
split_gain=0.00021989 0.000189747 0.000166592 8.88648e-05 0.000142064 0.000114778 0.000129494 0.000146569 0.000140306 0.000125652 2.51622e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.16180500000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.040804999999999994 -0.055319999999999994 -0.18901999999999997 0.088795000000000013 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 9 8 -8 10 -6 -7
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00075444562765846412 -0.00088514398483800316 0.00087341287487284946 -0.00041377596506729362 -0.00049883093570454512 0.0010503828493264298 0.00016579334248464393 9.9936957133697454e-05 -0.00081781443781686548 0.00070193090134136138 0.00019033048485974386 -0.00026964598231240188
leaf_weight=0.0010376344781833921 0.0010313471415596973 0.0010303348649808005 0.0017232496051865628 0.0010299163637746923 0.0010982009310736324 0.0010111119596813989 0.0017076716930550426 0.0010999992477832982 0.0017568897585220696 0.001611386590015832 0.0010299229058103876
leaf_count=479 110 315 614 188 257 55 476 110 244 238 35
internal_value=0 5.26802e-05 0.000116618 5.20067e-05 0.000103401 0.000199076 5.96768e-05 -0.000259623 0.000295724 0.000538911 -5.39329e-05
internal_weight=0 0.0141363 0.0130987 0.0120683 0.0110384 0.00931518 0.0066056 0.00280767 0.00379792 0.00270959 0.00204103
internal_count=3121 3011 2532 2217 2029 1415 920 586 334 495 90
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=9
num_cat=0
split_feature=15 15 15 3 4 49 0 16
split_gain=3.14518e-05 0.000131609 6.20771e-05 0.00010713 8.76318e-05 7.22847e-05 0.000103744 9.81171e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.033845000000000007 -0.006494999999999999 -0.043914999999999989 0.31475000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -7 -8
right_child=1 2 5 4 -6 6 7 -9
leaf_value=0.012178791700857191 -0.033283029812622843 0.034308740391180946 -0.022306476620835396 0.014438937587401448 -0.020367065484705939 0.018308142829513704 -0.025124988514455552 0.011613966519384761
leaf_weight=0.0015530081719514711 0.0010296445541760806 0.0011462910368430692 0.0014533921009203124 0.00152287836842952 0.0010383154913967334 0.0018259905387030123 0.0015536287791726505 0.0010329057345936921
leaf_count=253 231 498 285 266 136 1211 144 97
internal_value=0 -0.00189841 0.00147709 0.0108346 0.000328482 -0.00443721 0.00144854 -0.0104537
internal_weight=0 0.010603 0.0095734 0.00370748 0.00256119 0.00586592 0.00441253 0.00258653
internal_count=3121 2868 2637 900 402 1737 1452 241
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=13
num_cat=0
split_feature=14 484 48 0 16 4 3 16 2 2 1 1
split_gain=0.000274868 0.000159745 0.000146403 0.00020762 0.000168171 0.000239485 0.000148704 0.000161153 0.000133337 0.000237117 0.000186458 6.74157e-05
threshold=0.062655000000000016 -0.0068949999999999992 0.12737000000000001 -0.13027499999999997 -0.073849999999999985 0.25615500000000008 -0.12018999999999998 0.0057500000000000008 0.10327000000000001 0.094835000000000017 0.095025000000000012 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 9 10 -8 -12
right_child=-2 2 -4 6 -6 -7 8 -9 -10 -11 11 -13
leaf_value=-0.00069006929738554942 -0.00099760205418528104 -0.00025350293327525998 -0.00059811875347879847 -6.5259528833239616e-05 0.0011317999526630814 0.00092394325692115892 -0.00086473475004267286 0.00089487856013277555 -0.00075304650111885729 0.00080884053557172305 0.00041845687776640664 -0.00022641449903703203
leaf_weight=0.0010422733752764547 0.0010298125937902572 0.0015169624355854117 0.0010485145846437826 0.001454684639514035 0.0012507215087714822 0.0011813222425139727 0.0012763183982362047 0.0012492982146041776 0.0012230087863504902 0.0010249971908461719 0.0011033007309220258 0.0014325091232321478
leaf_count=479 104 85 75 91 92 116 1167 110 361 174 151 116
internal_value=0 5.0047e-05 0.000106102 0.000164182 0.000537474 0.000261989 -4.01854e-06 0.000378345 -0.000174626 -2.83794e-05 -0.000253489 5.41614e-05
internal_weight=0 0.0148039 0.0137616 0.0127131 0.00394901 0.00269828 0.00876412 0.00270398 0.00606013 0.00483713 0.00381213 0.00253581
internal_count=3121 3017 2538 2463 293 201 2170 201 1969 1608 1434 267
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=10
num_cat=0
split_feature=52 376 52 48 12 160 52 13 2
split_gain=3.12545e-05 6.78616e-05 6.81688e-05 0.000115031 0.000128274 7.35473e-05 5.92058e-05 7.63458e-05 1.67196e-05
threshold=-0.23798499999999997 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 0.050340000000000003 0.10024500000000001 -0.084034999999999985 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.015353206296192743 0.016132931920018148 0.023502379518661135 0.023173954505095486 0.015493031166908072 -0.029413689818482275 -0.022542685051253258 0.020330030545286978 -0.004849947757062544 -0.02107474260794626
leaf_weight=0.001010615949132058 0.0016083184755631254 0.0010238459236001684 0.0010969183992511925 0.0011879525213348095 0.0017841431416994857 0.0011004336428581951 0.0012505066696876076 0.0010040394312876306 0.0010830898842336583
leaf_count=385 321 157 111 439 472 161 365 515 195
internal_value=0 0.0012817 -0.000967405 -0.00420033 -0.00825252 -0.00154181 0.00356472 -0.00283669 -0.0132696
internal_weight=0 0.0111392 0.0101154 0.00850708 0.00741017 0.00562602 0.00452559 0.00327508 0.00208713
internal_count=3121 2736 2579 2258 2147 1675 1514 1149 710
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=10
num_cat=0
split_feature=457 1 4 52 2 12 15 16 0
split_gain=3.32586e-05 4.86318e-05 8.00101e-05 0.000101204 0.000107241 7.29525e-05 5.84013e-05 4.34304e-05 6.30502e-05
threshold=0.091015000000000013 0.11230000000000001 -0.0016099999999999997 -0.087769999999999987 0.10097500000000002 0.079890000000000017 -0.10091499999999999 -0.36241499999999999 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4 -3 -9
right_child=-2 7 6 4 -6 -7 -8 8 -10
leaf_value=-0.022555402590725141 0.014913057486087993 -0.00859904356044109 -0.0048299237799487036 0.035749576749885506 -0.013487379287500776 0.0053465932096340195 -0.029708995781520416 0.029467076948886266 0.0018201028844610661
leaf_weight=0.001019146848131129 0.0010249044301714758 0.0010048073922708112 0.001470958323638645 0.0010806672112331724 0.0011374457116022849 0.0013396090327769936 0.0013915470400456976 0.0010301450316010376 0.0015901757778183331
leaf_count=449 143 181 211 104 160 1176 423 68 206
internal_value=0 -0.00147946 -0.00550836 0.00163153 0.00856013 0.0189217 -0.0169244 0.00678852 0.0126892
internal_weight=0 0.0110645 0.00743937 0.00457687 0.00355772 0.00242028 0.00286251 0.00362513 0.00262032
internal_count=3121 2978 2523 1889 1440 1280 634 455 274
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=9
num_cat=0
split_feature=4 156 42 151 43 16 16 3
split_gain=3.19691e-05 4.78359e-05 5.39679e-05 6.74521e-05 7.96915e-05 7.08201e-05 8.3285e-05 3.54163e-05
threshold=0.27287000000000006 0.085790000000000019 -1.0000000180025095e-35 -0.024429999999999997 -0.083684999999999996 0.22339500000000004 -0.074319999999999983 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -2
right_child=7 -3 3 4 5 -7 -8 -9
leaf_value=-0.017162439254706435 -0.0016415785147689866 -0.022602566008605982 0.025830477284786789 0.020869308685261611 -0.01422387519349567 -0.029203972072767374 0.015604820784569255 0.021798232206997781
leaf_weight=0.0014953097007263461 0.0012660294489761359 0.0010316875512131488 0.0010847357008259275 0.0012839383828733199 0.0019159983188692224 0.0010443552631697684 0.0016961808269929238 0.0012133910410227948
leaf_count=777 83 387 293 196 490 168 458 269
internal_value=0 -0.00266446 -0.000250297 0.00334944 -0.00075562 -0.00671822 -0.000217133 0.00982951
internal_weight=0 0.00955221 0.00852052 0.00702521 0.00594047 0.00465653 0.00361218 0.00247942
internal_count=3121 2769 2382 1605 1312 1116 948 352
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=10
num_cat=0
split_feature=1 43 43 0 3 12 15 3 3
split_gain=3.01858e-05 5.82949e-05 9.1149e-05 0.000158461 4.76254e-05 9.7633e-05 0.000119266 7.47578e-05 5.93117e-05
threshold=0.094385000000000011 0.05259500000000001 -0.084004999999999982 -0.15202999999999997 0.11296500000000002 0.090995000000000006 -0.052074999999999989 0.13524500000000003 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 -6 -7
right_child=4 -3 3 -5 7 8 -8 -9 -10
leaf_value=0.0044813482285815578 0.045111212523796289 0.010525309591349926 0.002038288702182975 -0.050702660561313208 -0.025815596521058012 -0.021428807360793917 0.00071125247010435193 0.010177548354626573 0.010040783636063805
leaf_weight=0.0017552351771227843 0.0011797350495016366 0.0015196135849601475 0.0010200791153345688 0.0010872278001508623 0.0010501401999301052 0.0010182353753318552 0.0010621293496573163 0.0010827967859518353 0.0012117402482530269
leaf_count=584 268 326 86 1182 57 109 120 171 218
internal_value=0 -0.00542272 -0.011697 -0.0251725 0.00427451 0.00991135 0.0240758 -0.00754349 -0.00432863
internal_weight=0 0.00538216 0.00386254 0.00210731 0.00660478 0.00447184 0.00224186 0.00213294 0.00222998
internal_count=3121 2178 1852 1268 943 715 388 228 327
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=12
num_cat=0
split_feature=14 484 475 42 47 42 43 4 4 2 2
split_gain=0.00023897 0.000183862 0.00016214 9.47007e-05 0.000123272 0.000215681 0.000101917 9.87824e-05 7.28585e-05 0.000156632 7.00209e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.075574999999999989 0.27044500000000005 0.033845000000000007 0.11177500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00074724067483193093 -0.00093077535586004055 0.00085886740873894279 -0.00075652390127985201 -0.00050758314837480868 0.0006095773282960102 0.00053664130605195204 6.2441224445588492e-05 0.00048055373590167271 -0.00048938862342391351 0.00068441732197858398 -0.00057669691454041011
leaf_weight=0.0010230473595852644 0.0010152897854631962 0.0010395697030136071 0.0011990030409495438 0.0010608964090492385 0.0015979746630661153 0.0018658448466799425 0.0015195327383303878 0.0013891023158177449 0.0014047836958422932 0.0010310250129267062 0.0011637252640602589
leaf_count=479 107 315 719 287 101 391 342 143 65 75 97
internal_value=0 5.37039e-05 0.000115446 5.22634e-05 0.000105431 2.12769e-05 0.000132644 1.68203e-05 -0.000109018 3.48428e-05 -0.000214752
internal_weight=0 0.0142945 0.0132715 0.0122319 0.011171 0.00957302 0.00837401 0.00650817 0.00511907 0.00371428 0.00268326
internal_count=3121 3014 2535 2220 1933 1832 1113 722 579 514 439
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 42 43 16 3 2 15
split_gain=0.000242444 0.000199625 0.000125084 0.000124389 0.000109589 0.000175189 0.000154377 0.000138485 0.000138038 0.000114048 1.43566e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 -0.088934999999999986 -0.083879999999999996 0.22339500000000004 -0.012304999999999998 0.092875000000000013 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 -6 -7 8 -8 10 -4
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00088854571289236843 0.00068422611850963084 -0.00060458655822423035 0.00085165669738946823 -0.0005572791719576605 -0.00074557310712445029 0.00055330263980145832 -0.00032128639153558878 -0.00064487596966893948 0.000580134148909608 -2.1224202875385835e-05 0.00052272099487675201
leaf_weight=0.0011250387996584532 0.0017170233710881574 0.0012980287477006363 0.0010259061676913817 0.0012148682143623664 0.0011266447184472379 0.0019268436992083363 0.0012864697008340908 0.0013095276575592714 0.0013266899008954022 0.0015211522391024822 0.0010147147446009797
leaf_count=503 232 187 34 135 270 295 894 240 97 162 72
internal_value=0 5.57203e-05 -2.69686e-05 3.68259e-05 0.000105317 -3.7559e-05 9.88075e-05 -0.000124443 0.000136361 0.000385159 0.000688091
internal_weight=0 0.0147679 0.0130508 0.0117528 0.0105379 0.00697618 0.00584953 0.00392269 0.00261316 0.00356177 0.00204062
internal_count=3121 2618 2386 2199 2064 1796 1526 1231 991 268 106
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=9
num_cat=0
split_feature=4 131 42 49 150 0 13 15
split_gain=3.1772e-05 4.21561e-05 5.82782e-05 8.47297e-05 7.83616e-05 6.9821e-05 9.08434e-05 2.98287e-05
threshold=0.27287000000000006 1.0000000180025095e-35 0.086665000000000006 -0.006494999999999999 0.092390000000000014 -0.10151999999999999 -0.0087749999999999981 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -2
right_child=7 -3 -4 5 -6 6 -8 -9
leaf_value=-0.02819213896578519 -0.00083576425169676566 -0.020042369253847125 -0.019594913518384507 0.02424095594108604 0.0070488512310854443 0.018880854493878413 -0.013199480724864154 0.019850094081324647
leaf_weight=0.0012413762114913155 0.0012482479947890221 0.0010851260595510963 0.0011958187999723431 0.0018472821827210696 0.0010211799993940368 0.0014214792607884978 0.0017472882159838081 0.0012278944969592257
leaf_count=258 167 458 803 185 90 442 533 185
internal_value=0 -0.00255494 -0.000315719 0.0028517 -0.0122865 0.00967999 0.00119146 0.00942215
internal_weight=0 0.00955955 0.00847442 0.00727861 0.00226256 0.00501605 0.00316877 0.00247614
internal_count=3121 2769 2311 1508 348 1160 975 352
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=9
num_cat=0
split_feature=49 2 42 15 4 12 13 16
split_gain=3.14414e-05 0.000100346 7.64726e-05 6.21743e-05 0.000139366 7.94812e-05 4.63012e-05 4.01416e-05
threshold=-0.043469999999999995 0.098035000000000011 0.091465000000000005 -0.037864999999999989 0.24564500000000003 0.051320000000000005 -0.10664 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 -6
right_child=2 -3 -4 5 7 6 -8 -9
leaf_value=-0.0049304558249030316 -0.030898804959282468 0.032200512083276088 -0.024941078864523097 0.022548090042661107 -0.0054859732954572922 0.0091207970279398101 -0.01856008344529448 0.021107513565558497
leaf_weight=0.0018412440414545391 0.001508515660998625 0.0010592060347845954 0.0012501801017701852 0.0019889526543535934 0.0010822318782704073 0.0011916345436153806 0.0010502911756279463 0.0010172843506482589
leaf_count=250 605 175 621 182 120 57 999 112
internal_value=0 0.00862928 -0.00286439 0.00065649 -0.00861303 0.0085614 -0.00384707 0.00739944
internal_weight=0 0.00290045 0.00908909 0.00783891 0.00360803 0.00423088 0.00224193 0.00209952
internal_count=3121 425 2696 2075 837 1238 1056 232
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=9
num_cat=0
split_feature=52 0 16 160 16 0 0 15
split_gain=2.89983e-05 9.65543e-05 0.000121486 6.85901e-05 6.88617e-05 9.14906e-05 7.79968e-05 8.58063e-05
threshold=-0.046924999999999988 -0.15202999999999997 0.24134000000000003 -1.0000000180025095e-35 -0.056919999999999991 0.10455500000000001 -0.11756999999999999 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -5 -8
right_child=3 2 -4 4 5 -7 7 -9
leaf_value=-0.014586058351049066 -0.020581448043999317 0.030584653291154132 -0.0082853049744152363 -0.0074103105932032112 -0.03089884318980159 0.0054436890039083119 0.030961101765770056 -0.0011840035980464692
leaf_weight=0.0012106124602078716 0.0014524507358564705 0.0016480947250401186 0.0010303946146875337 0.0017524402853283157 0.0010585125086772134 0.0011284883821072178 0.0014788191238720863 0.0011750286691398805
leaf_count=70 743 521 362 200 171 35 239 780
internal_value=0 0.0062254 0.0156317 -0.00311329 0.000734813 -0.0121462 0.00712811 0.0167284
internal_weight=0 0.0038891 0.00267849 0.00804574 0.00659329 0.002187 0.00440629 0.00265385
internal_count=3121 953 883 2168 1425 206 1219 1019
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=13
num_cat=0
split_feature=484 14 157 42 43 42 2 16 151 13 2 4
split_gain=0.000216095 0.000128664 0.000202043 0.000113223 0.000135322 0.000190176 0.000146701 0.000150392 0.000238808 0.000142978 0.000104504 2.63221e-05
threshold=-0.0068949999999999992 0.023790000000000002 -0.073574999999999988 -1.0000000180025095e-35 -0.074359999999999996 0.092860000000000012 0.089885000000000007 -0.071854999999999988 -0.0083949999999999979 -0.23438999999999996 0.11263500000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 11 8 -8 -9 -10 -6
right_child=1 -3 3 4 6 -7 7 9 10 -11 -12 -13
leaf_value=-0.00080892210262807488 0.00079944733777192014 -0.00062024434964889701 -0.00040250614472115581 0.0009112817758312841 -0.00070863502921788429 -9.5576032145068136e-05 -0.00035549718883677085 0.00028373177482822433 0.0011655012706681107 -0.0006956991183672235 0.00032248532750420243 -0.00026033112762472149
leaf_weight=0.0011986016942896445 0.0014438749037124698 0.0010089280440478679 0.0020025087418045475 0.0016271064413787839 0.001010728924394833 0.0012954739440276591 0.0010966758319357365 0.0010437580758009823 0.0011731908625811703 0.0012706144163731636 0.0010912043491930453 0.001003460739587958
leaf_count=503 310 89 736 350 390 140 75 30 108 213 107 70
internal_value=0 5.61163e-05 0.000104656 2.51305e-05 0.000105825 0.000464978 -3.06777e-05 0.000130663 0.000395525 -0.000253986 0.000759255 -0.000485292
internal_weight=0 0.0150675 0.0140586 0.0126147 0.0106122 0.00292258 0.00768963 0.00567544 0.00336107 0.00231437 0.0022644 0.00201419
internal_count=3121 2618 2529 2219 1483 490 993 533 290 243 215 460
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=13
num_cat=0
split_feature=14 484 475 15 15 43 42 16 13 457 2 2
split_gain=0.000202895 0.000187185 0.000207819 0.000115981 0.00012628 0.000117288 0.000210645 0.00013714 0.000170392 0.000110747 6.74185e-05 6.18597e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 -0.24436499999999997 -0.11713499999999999 -0.074359999999999996 -1.0000000180025095e-35 0.22339500000000004 -0.117405 0.082380000000000009 0.086950000000000013 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7 11 -8 -10
right_child=-2 2 3 4 5 7 10 -9 9 -11 -12 -13
leaf_value=-0.00074158326448985469 -0.00084904486361431176 0.00094047090745205284 0.00068302157735799628 -0.00061147631196093062 -0.00028685444960209298 0.00065795361555539894 0.0010214995790624349 -0.00068200615876728911 -0.00076508461453551977 0.00028865289605192675 0.00035400872585883387 -0.00013420938449986854
leaf_weight=0.0010430840378495105 0.00101548260144227 0.0010920250258522812 0.0010116068452889161 0.0011990440693543962 0.0013093664678087763 0.0012922604145957305 0.0011935879429514819 0.0012477479289598435 0.001085194199269556 0.0013197707498664446 0.0011349516556406099 0.0013298183139007409
leaf_count=479 110 315 190 169 237 90 172 148 687 74 221 229
internal_value=0 5.80829e-05 0.0001212 4.74035e-05 -1.04628e-05 6.2236e-05 0.000342349 -0.000100164 4.42534e-05 -0.000168091 0.000696158 -0.000417695
internal_weight=0 0.0142585 0.0132154 0.0121233 0.0111117 0.0099127 0.00363791 0.00627479 0.00502704 0.00373478 0.00232854 0.00241501
internal_count=3121 3011 2532 2217 2027 1858 630 1228 1080 990 393 916
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=12
num_cat=0
split_feature=14 484 475 48 0 0 15 1 16 15 2
split_gain=0.000271195 0.000196379 0.000163685 0.000126515 0.000139845 0.000160799 0.000144826 0.00019394 0.000139161 0.000153768 9.9391e-05
threshold=0.057600000000000005 -0.0068949999999999992 -0.051009999999999993 0.12737000000000001 -0.10607499999999999 -0.084044999999999995 -0.03241999999999999 1.0000000180025095e-35 -0.5048999999999999 -0.095869999999999983 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 10 -4 -10 -8
right_child=-2 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.00075266329150318995 -0.00097654983780654935 0.00085334256394400932 0.00096035663553077101 -0.00057951600073439407 -0.00070462485889221814 0.00061597728836886077 0.00048618820548017587 -0.00077943759016445519 -0.00023068664945512154 0.00059317169393215835 -0.00020046200067557176
leaf_weight=0.0010242421805179555 0.0010000851702625666 0.0010393486635114175 0.0011441424850847925 0.0010492466342362687 0.0011678748804133336 0.0013967951886120177 0.0015903315986002739 0.0011310222006161615 0.0016639988749097417 0.0016848532606779853 0.0015269417507008205
leaf_count=479 107 315 112 75 604 340 391 343 125 123 107
internal_value=0 5.86257e-05 0.000120663 5.90278e-05 0.000118288 -5.53319e-05 7.8996e-05 -9.75578e-05 0.000381556 0.000183808 0.000149845
internal_weight=0 0.0144188 0.0133946 0.0123552 0.011306 0.00681297 0.00564509 0.0042483 0.00449299 0.00334885 0.00311727
internal_count=3121 3014 2535 2220 2145 1785 1181 841 360 248 498
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 12 42 2 13
split_gain=2.91135e-05 7.25705e-05 0.00012564 7.39544e-05 8.71011e-05 5.94826e-05 5.45512e-05 9.43658e-05 0.000126939
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 0.11230000000000001 0.0061450000000000003 -0.015429999999999998 0.084050000000000014 0.10584500000000001 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.022956048940238342 -0.014952402476049235 0.021310686226787372 -0.031248659552839196 0.034103522149847423 -0.00090535458773661429 0.041728704417992514 -0.015856595354032946 -0.016847880349076763 0.00060254444629617796
leaf_weight=0.0010698461097753721 0.0010270546747900974 0.0013577120850728859 0.0010766484051356667 0.0011650324759836621 0.0012653010419553107 0.0010009932257471685 0.0012387756195195378 0.0010725377510734471 0.0017789161024284481
leaf_count=155 108 257 307 251 69 282 942 170 580
internal_value=0 0.0013102 -0.00149853 0.00222967 0.0158769 -0.0031537 0.00100747 0.00643021 0.0154113
internal_weight=0 0.0110258 0.00966805 0.0085914 0.00243033 0.00616107 0.00509122 0.00385245 0.00277991
internal_count=3121 3013 2756 2449 320 2129 1974 1032 862
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=11
num_cat=0
split_feature=484 15 15 15 52 48 16 4 16 4
split_gain=0.000247519 0.000109128 0.000149354 0.000110315 0.000132087 0.000142709 0.000111719 0.000127064 0.000175522 0.000120283
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.087769999999999987 0.086260000000000017 -0.013324999999999998 -0.49405499999999997 0.16703000000000004 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 9 -8 -9 -5
right_child=1 2 3 6 5 -7 7 8 -10 -11
leaf_value=-0.00088557042929486769 0.00053166879621831405 -0.00062645861552348265 -0.00029774994894008746 7.8545507737822558e-05 0.00086834089119491062 7.3959516493959338e-05 -0.00042795256114622703 0.0006569453102512311 -0.00027993858476950265 -0.00077915123651059351
leaf_weight=0.00110065343860877 0.0016119981827821773 0.0012632282894742943 0.0010164200960345567 0.001062648564952336 0.0017702108463566592 0.0015830531181550167 0.0012050356310006338 0.0019721452345411467 0.0011817563906806345 0.0014006128155965537
leaf_count=503 232 187 264 472 262 172 128 311 84 506
internal_value=0 6.1031e-05 1.18856e-07 7.08407e-05 0.000309311 0.000493319 -8.19016e-05 0.000103024 0.000305898 -0.000409142
internal_weight=0 0.0140671 0.0124551 0.0111919 0.00436968 0.00335326 0.0068222 0.00435894 0.0031539 0.00246326
internal_count=3121 2618 2386 2199 698 434 1501 523 395 978
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=11
num_cat=0
split_feature=457 1 16 1 15 15 0 16 13 4
split_gain=2.86522e-05 4.57989e-05 0.000122035 9.8993e-05 9.89515e-05 6.17284e-05 0.000107963 0.000102333 5.88401e-05 4.57157e-05
threshold=0.091015000000000013 0.13686500000000004 -0.52595999999999987 0.111945 -0.10203999999999998 0.079055000000000014 -0.10151999999999999 0.0039400000000000008 -0.029529999999999997 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 -5
right_child=-2 -3 3 9 5 -7 7 8 -10 -11
leaf_value=-0.031819838162608152 0.014939587046494392 0.016981588805790714 -0.031181720784116667 0.003540494510373784 0.027528070759868385 -0.021046939004883327 -0.028577401311389885 -0.0074526226542365164 0.023831025922160319 0.031286724488339968
leaf_weight=0.0011879078400540413 0.0010322845394899341 0.001076533073366988 0.0010946141975918039 0.0010034068386633767 0.0012962436048896543 0.0010247996759291753 0.0010646253004488928 0.0011429087565610944 0.0010018588306169723 0.0011112904523758616
leaf_count=102 143 160 261 147 133 1080 507 243 226 119
internal_value=0 -0.00147952 -0.0034814 0.000370361 -0.00529571 -0.000172207 0.00457572 -0.00469452 0.00716052 0.0181214
internal_weight=0 0.0110042 0.00992766 0.00873975 0.00662505 0.00553044 0.00450564 0.00320939 0.00214477 0.0021147
internal_count=3121 2978 2818 2716 2450 2189 1109 976 469 266
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=10
num_cat=0
split_feature=15 15 156 151 12 16 16 13 2
split_gain=3.0263e-05 0.00011531 5.34785e-05 7.54489e-05 6.53109e-05 9.01793e-05 0.000176116 0.00010201 8.10966e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.085790000000000019 -0.077429999999999985 0.090455000000000021 -0.094359999999999986 -0.056919999999999991 0.090705000000000008 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 -6
right_child=1 2 -4 4 8 6 7 -9 -10
leaf_value=0.012126560445506024 -0.031296143849760392 0.024565185624070274 -0.018808978763352968 -0.029225048821797748 0.031748291888644364 0.030740699195186759 -0.030068442905168656 0.0080843219746833273 -0.0021284080170687072
leaf_weight=0.0015174913565105469 0.001022874074441414 0.0012647158005462036 0.001002417601952201 0.0011171888799939925 0.0010477492890036428 0.0011435012158403247 0.0013558274746380619 0.0010702743988094676 0.0014211897239811196
leaf_count=253 231 304 365 228 295 487 374 40 544
internal_value=0 -0.0018354 0.00136263 0.00376397 8.75281e-05 -0.00631841 0.000850752 -0.0132374 0.0122479
internal_weight=0 0.0104457 0.00942286 0.00842045 0.00715573 0.00468679 0.0035696 0.0024261 0.00246894
internal_count=3121 2868 2637 2272 1968 1129 901 414 839
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=10
num_cat=0
split_feature=2 49 52 2 13 49 43 3 15
split_gain=3.18836e-05 8.46891e-05 7.57229e-05 0.00011964 6.07338e-05 5.31956e-05 5.73878e-05 0.000107203 1.11569e-05
threshold=0.098260000000000014 -0.043469999999999995 0.10744000000000002 0.11215000000000001 -0.084319999999999992 -0.006494999999999999 -0.13868499999999997 -0.074084999999999998 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 8 -7 -8 -6
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.023294618729308561 0.030198994705792168 0.011518110651757382 0.019898902369101058 -0.027583328547833092 -0.0052684018133261727 -0.010079754853418004 0.03927354535695976 -0.002562647268367108 -0.019502719356567361
leaf_weight=0.0012744377620787315 0.0010364428274224798 0.0013818736693878174 0.0011854153117578118 0.0015160196898096109 0.0010244942781513205 0.0011689616634817991 0.0010212665818802214 0.0012689036208810875 0.001010440287312083
leaf_count=651 174 251 179 335 45 176 826 297 187
internal_value=0 0.00566193 -0.000566166 -0.00893763 -0.00439051 -5.39142e-06 0.00724869 0.0160936 -0.0123364
internal_weight=0 0.00511975 0.00408331 0.00289789 0.0067685 0.00549407 0.00345913 0.00229017 0.00203493
internal_count=3121 939 765 586 2182 1531 1299 1123 232
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=9
num_cat=0
split_feature=4 0 3 3 1 0 52 3
split_gain=2.98314e-05 3.61366e-05 0.000112988 9.94555e-05 8.96559e-05 8.18209e-05 5.03202e-05 3.24526e-05
threshold=0.27044500000000005 -0.061629999999999997 0.090900000000000009 0.076840000000000006 0.094385000000000011 0.12113000000000002 -0.0092699999999999987 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -4 -2
right_child=7 3 6 -5 -6 -7 -8 -9
leaf_value=-0.035406587775885796 -0.0016781323604236349 0.028984998474223402 0.024861452047578864 -0.017434367201146429 -0.0028338055342400381 -0.0058726014112344318 -0.0057499359435285698 0.020815613040349075
leaf_weight=0.0016420484246979488 0.0012362344780862955 0.0016378914318967448 0.0010650574285166192 0.0013413341973058657 0.0016071708389563018 0.0010701267884616616 0.0010014987661186581 0.0012297425570980134
leaf_count=1851 83 241 91 106 286 124 57 282
internal_value=0 -0.00258073 -0.00789601 0.00439689 -0.019295 0.0152103 0.0100265 0.00953913
internal_weight=0 0.00936513 0.00531578 0.00404935 0.00324922 0.00270802 0.00206656 0.00246598
internal_count=3121 2756 2285 471 2137 365 148 365
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 4 0 4 43 12
split_gain=0.000183369 0.000112492 0.000125589 0.00015694 0.000173863 9.65821e-05 8.54158e-05 0.000175263 0.000170219 8.19954e-05
threshold=-0.0068949999999999992 -0.38533999999999996 -0.090859999999999982 -0.03241999999999999 -0.0016099999999999997 0.24564500000000003 -0.11013499999999998 -0.083854999999999985 0.055925000000000009 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 -8 -7
right_child=1 2 3 6 5 9 7 -9 -10 -11
leaf_value=-0.00078862791382825739 -0.00056047129635620932 0.00069311755664659355 0.00096238219143396678 0.00021348361755475125 -0.00025337415005294734 0.00059458456605832532 -0.00046735221381212353 -0.00099290459680291456 0.00048850305084719554 -4.1166506946192637e-05
leaf_weight=0.0010620650300579198 0.0010512736391842603 0.0012658572528736504 0.0011097837629440053 0.0014598513179449454 0.0018351651089600499 0.0017559983488182208 0.0018110579949069268 0.0011390377573906592 0.001184921114607107 0.0014032483987839184
leaf_count=503 300 229 204 111 275 269 319 804 34 73
internal_value=0 5.64125e-05 0.000106433 4.2953e-05 0.000260374 0.000104385 -0.000194261 -0.000338214 -8.93078e-05 0.000312202
internal_weight=0 0.0140162 0.0129649 0.0116991 0.0061042 0.00499441 0.00559487 0.00413502 0.00299598 0.00315925
internal_count=3121 2618 2318 2089 821 617 1268 1157 353 342
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=9
num_cat=0
split_feature=14 15 131 13 4 4 51 12
split_gain=3.00793e-05 8.13805e-05 5.07273e-05 5.38388e-05 6.54184e-05 9.5732e-05 8.29472e-05 4.90052e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.085815000000000016 -0.15078499999999997 0.09173000000000002 0.0061450000000000003 0.084305000000000019 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.015482297544917145 0.026069451016620612 0.017003832819833337 -0.021123104358148778 0.012489662802864517 -0.018302558105108394 0.024061201090589724 -0.027281132076994931 -0.012644250087158016
leaf_weight=0.001024429842869933 0.0010708680539966856 0.0015427314515300203 0.0010254603247918251 0.0019064797029360431 0.0017399439596908995 0.0013864798005734941 0.001059633062610468 0.001078537556225639
leaf_count=140 232 125 418 376 203 226 293 1108
internal_value=0 0.0014125 -0.00129862 0.00103437 -0.00240118 0.00269306 -0.0046318 0.00340835
internal_weight=0 0.0108101 0.00973927 0.00871381 0.00717107 0.00543113 0.00404465 0.00298502
internal_count=3121 2981 2749 2331 2206 2003 1777 1484
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=12
num_cat=0
split_feature=484 43 42 40 16 48 13 160 13 47 1
split_gain=0.000215203 8.92773e-05 8.79861e-05 0.000180359 0.000100146 0.000107963 0.000135512 0.000109106 0.000166191 0.000107273 4.06752e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 0.16703000000000004 0.092065000000000022 0.030370000000000005 -0.078059999999999977 -0.084034999999999985 0.090100000000000013 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -7 -10
right_child=1 -3 3 4 -6 9 -8 8 10 -11 -12
leaf_value=-0.00086938002515451606 -0.00040354558499031145 -0.00048394587014472201 0.00088402605319507985 -1.0508671859933139e-05 -0.00036531688129302919 -0.00063407540827930121 -0.00017953712057294143 0.0012531269145679054 5.1449660637832073e-05 0.00022865681029921457 0.00060652289757809027
leaf_weight=0.0010238426690293663 0.0011621363005118119 0.0010561531154048417 0.0011926886238968802 0.0012720273865904495 0.0016422642355345381 0.001118583948842085 0.0016654545042877091 0.0011803040745117961 0.001019133237109142 0.00109806564771954 0.0010111429455230136
leaf_count=503 234 202 255 366 327 83 147 306 505 77 116
internal_value=0 6.32396e-05 0.000109989 0.000163277 7.73735e-05 0.000164288 0.000298046 0.000475486 0.000668037 -0.000206702 0.000327894
internal_weight=0 0.013418 0.0123618 0.0111997 0.010007 0.00836471 0.00614806 0.00448261 0.00321058 0.00221665 0.00203028
internal_count=3121 2618 2416 2182 1927 1600 1440 1293 927 160 621
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=11
num_cat=0
split_feature=484 43 43 42 156 43 0 0 1 0
split_gain=0.000189741 0.000143861 0.000133153 0.000102923 8.01502e-05 8.57103e-05 0.000152796 0.00014979 8.70393e-05 0.000222678
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 0.089725000000000013 -0.074359999999999996 -0.053834999999999994 -0.061629999999999997 0.094825000000000007 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -5 -7 -10
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00079863144819058084 -0.00036727676491139533 -0.00065510591985614439 0.00077278705655211492 5.3619554117654494e-05 -0.00039599353577932398 -9.5728246348364019e-05 -0.00046950548152006254 0.00093629183720898488 2.4845965630165618e-05 0.0011888192733798529
leaf_weight=0.0010842445347215733 0.0019171331504266838 0.0010239266144016186 0.0010643640147264015 0.0016076369099183177 0.0010083949836097268 0.0018016006158016401 0.0015878731370809959 0.001368279773776692 0.0016868497528593207 0.001010412162703641
leaf_count=503 663 193 93 465 222 487 153 120 95 127
internal_value=0 5.26232e-05 0.000108142 4.9132e-05 0.0001284 0.000186749 5.34161e-05 0.000459458 0.000237981 0.000460878
internal_weight=0 0.0140765 0.0130525 0.0119882 0.010071 0.00906265 0.00608674 0.00297592 0.00449886 0.00269726
internal_count=3121 2618 2425 2332 1669 1447 862 585 709 222
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=9
num_cat=0
split_feature=48 151 1 12 48 15 3 47
split_gain=2.8933e-05 7.59343e-05 6.15866e-05 9.23104e-05 7.1257e-05 9.8307e-05 9.44106e-05 6.34772e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 0.111945 0.095330000000000012 0.083985000000000018 -1.0000000180025095e-35 -0.10217499999999997 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -4
right_child=1 -3 7 -5 -6 6 -8 -9
leaf_value=0.014131886403437688 -0.030885622538204791 -0.027395272967426484 0.027728397555339748 -0.02927075030991657 0.017840254088659774 -0.018041680657899271 0.019580959808581384 -0.00065851517051131907
leaf_weight=0.0012379608649202021 0.0011143321268510713 0.001001700764704413 0.0014112976838971099 0.0011749204737142973 0.0016765963848400338 0.0011017894080805222 0.001533228763069109 0.0016335121340401409
leaf_count=180 509 158 270 525 312 145 877 145
internal_value=0 -0.00170345 0.000964634 -0.00435591 0.00103909 -0.00647389 0.00384967 0.0124991
internal_weight=0 0.0106474 0.00964568 0.00660087 0.00542595 0.00374935 0.00263502 0.00304481
internal_count=3121 2941 2783 2368 1843 1531 1022 415
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=13
num_cat=0
split_feature=484 42 47 42 16 16 15 1 4 2 12 1
split_gain=0.000187883 9.36892e-05 0.000107809 0.00016826 0.000142251 0.000150399 0.000139316 0.000144532 0.000138866 0.000123596 8.20427e-05 1.09876e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.22339500000000004 -0.004174999999999999 -0.03241999999999999 0.11212500000000002 0.0061450000000000003 0.092365000000000017 0.078300000000000008 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -7 -8 -10
right_child=1 -3 -4 4 -6 9 10 -9 11 -11 -12 -13
leaf_value=-0.00079517885118557787 -0.00059046593309049038 -0.00049263999446433186 0.0005848958319632408 -7.6306133532079339e-05 -0.00046607093911018709 0.00016913481754943647 -0.00073686857910036738 -0.00030223049958723498 0.00066283771008910882 0.001101918729078926 1.3726372566900063e-05 0.00095323999724632397
leaf_weight=0.0010664924945322516 0.0014313838247042463 0.001094623352128986 0.001579103772576469 0.0010358814776484744 0.0013411288995966953 0.0010293981749804676 0.0010139124293738902 0.0011789041766338826 0.0010026385773897967 0.0011633265666665255 0.0012502401778430716 0.0010010222661596124
leaf_count=503 779 311 112 171 238 145 60 148 84 95 430 45
internal_value=0 5.83227e-05 0.000104619 3.83698e-05 0.000128232 0.000220107 6.99561e-05 0.000280543 0.000506575 0.000664013 -0.000322398 0.000807922
internal_weight=0 0.0141216 0.0130269 0.0114478 0.0100165 0.00867532 0.0064826 0.00421845 0.00303954 0.00219272 0.00226415 0.00200366
internal_count=3121 2618 2307 2195 1416 1178 938 448 300 240 490 129
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=12
num_cat=0
split_feature=484 43 43 1 133 474 160 13 151 2 47
split_gain=0.000197723 0.000133979 0.00017854 0.000130413 0.000172947 0.000147198 0.000202742 0.000309329 0.0001735 0.00025189 8.93086e-05
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.084660000000000027 -0.080409999999999995 -0.083764999999999992 -0.0083949999999999979 0.090675000000000019 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9 10 -10
right_child=1 -3 -4 5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00077571220006404879 5.028670456004171e-05 -0.00062453814598625564 0.00084645717536460132 -0.00075677798854992837 -0.00093786802974343071 0.00081994963041705866 0.00094337698600214853 -0.00057643604419209567 -0.00050882554320495104 0.00075712236705482809 0.00019080954130123477
leaf_weight=0.0011849015067459659 0.0017858095070949517 0.0010345020919266231 0.0011511483250329817 0.0010265700647340724 0.0011006699818384229 0.0011099653590104725 0.0015846538713914097 0.0016305933096365617 0.0015481864962826521 0.001734309633112773 0.0012826135803430949
leaf_count=503 555 193 93 172 573 143 210 167 271 180 61
internal_value=0 5.63157e-05 0.00010679 4.02867e-05 -0.000326516 0.000147051 6.22431e-05 0.000170308 -2.74174e-05 0.000168684 -0.000191826
internal_weight=0 0.014989 0.0139545 0.0128034 0.00288648 0.00991689 0.00880693 0.00778036 0.0061957 0.00456511 0.0028308
internal_count=3121 2618 2425 2332 1128 1204 1061 889 679 512 332
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=10
num_cat=0
split_feature=48 2 40 51 52 0 52 16 13
split_gain=2.8089e-05 7.37203e-05 8.45261e-05 6.493e-05 5.17811e-05 6.38451e-05 0.000110846 9.15635e-05 3.4727e-05
threshold=0.12230500000000001 0.11293500000000002 -0.0036699999999999992 -0.090529999999999985 0.091820000000000013 -0.10607499999999999 -1.0000000180025095e-35 -0.084119999999999986 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -3
right_child=-2 8 3 4 -6 7 -8 -9 -10
leaf_value=-0.02810431964996837 -0.015565739681890173 0.030922407204708756 0.021905816326384959 -0.0095663446513287852 -0.019771879314514261 -0.030597534847598896 0.032934397311333477 0.0058164491744883539 0.0056476310534858019
leaf_weight=0.0010878854911122978 0.0010255543719016299 0.001018427237587782 0.0012134514065119777 0.0010865031391199959 0.0013650723277490104 0.0010866976500077978 0.001290277526696752 0.0017052098082288802 0.0010730297027143243
leaf_count=222 108 188 269 86 533 418 116 928 253
internal_value=0 0.00140376 -0.00251429 0.00107913 -0.00278881 0.00169649 0.0135059 -0.00835701 0.0179551
internal_weight=0 0.0109266 0.0088351 0.00774721 0.00653376 0.00516869 0.00237678 0.00279191 0.00209146
internal_count=3121 3013 2572 2350 2081 1548 202 1346 441
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=9
num_cat=0
split_feature=14 15 15 150 151 52 13 3
split_gain=2.80839e-05 7.33805e-05 4.97944e-05 7.57065e-05 6.04902e-05 7.364e-05 0.000117591 8.14733e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.095869999999999983 0.097810000000000022 -0.0096649999999999982 0.11434500000000002 -0.084034999999999985 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.015173363283866884 0.025474047469378508 -0.017023635376763362 -0.023612164781997218 0.023271055811459593 0.027601522182213727 -0.021389455480077143 -0.019921068489784723 0.010541934320269033
leaf_weight=0.0010350685292432717 0.0010556831102765422 0.0015466930996780497 0.0010352557804937379 0.0012784595565772296 0.0016320770547836433 0.001060822203868648 0.0015537326837947825 0.0016969387944437476
leaf_count=140 232 260 301 212 401 339 945 291
internal_value=0 0.00139627 -0.0011964 0.00176824 -0.00217088 0.00156377 0.00655058 -0.00401855
internal_weight=0 0.0108597 0.00980398 0.00825729 0.00697883 0.00594357 0.00488275 0.00325067
internal_count=3121 2981 2749 2489 2277 1976 1637 1236
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=10
num_cat=0
split_feature=124 151 4 16 48 52 16 12 13
split_gain=2.78148e-05 5.2699e-05 7.47671e-05 7.42767e-05 7.22613e-05 5.72038e-05 3.4864e-05 3.29902e-05 1.71841e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.092399999999999982 -1.0000000180025095e-35 0.095175000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -4 -8
right_child=1 2 7 4 -6 6 8 -9 -10
leaf_value=0.01553054530707134 -0.019732715013100963 -0.025840952002184545 0.025744299409877002 -0.02497869739868017 0.020751253956953743 -0.013780824267510981 -0.00064347804732173611 0.0043483881368437385 0.017328703789917001
leaf_weight=0.0010086617501593063 0.001334645866050207 0.0012727472946719503 0.0013311049384117967 0.0011013020554835168 0.001288521795661168 0.0010146665290516571 0.0010109983799173907 0.0014441589387625964 0.0010347062521580341
leaf_count=259 303 323 226 389 187 1075 183 87 89
internal_value=0 -0.00149094 0.00107232 -0.00451633 0.000463465 -0.00581796 0.0010772 0.0146105 0.00844675
internal_weight=0 0.0108329 0.00949821 0.00672294 0.0054502 0.00416167 0.00306037 0.00277526 0.0020457
internal_count=3121 2862 2559 2246 1923 1736 1347 313 272
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=10
num_cat=0
split_feature=48 2 40 51 47 3 150 12 13
split_gain=2.67005e-05 6.03035e-05 7.4607e-05 6.01571e-05 4.01911e-05 8.23834e-05 8.6363e-05 0.00010708 2.4273e-05
threshold=0.12230500000000001 0.11293500000000002 -0.0036699999999999992 -0.090529999999999985 0.085270000000000026 0.090900000000000009 0.086845000000000019 0.084100000000000022 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -3
right_child=-2 8 3 4 -6 -7 -8 -9 -10
leaf_value=-0.025866347884736053 -0.0149306504832074 0.026486135928762582 0.020887882636924045 0.017283021612844028 0.012263209170413496 0.013982938985392305 -0.035853338459736886 -0.021819653197596163 0.0056133011708352091
leaf_weight=0.0010725108841955011 0.0010162163455546642 0.0010406279770587465 0.0012078051801379585 0.001183065197440752 0.0013492506703311844 0.0013480279445379495 0.001135563879019719 0.0014278208697364109 0.0010184360084638674
leaf_count=222 108 277 269 226 220 108 156 1371 164
internal_value=0 0.00136693 -0.00212508 0.00120272 -0.00248704 -0.00639359 -0.0137254 -0.00410114 0.0161622
internal_weight=0 0.0107831 0.00872404 0.00765153 0.00644373 0.00509448 0.00374645 0.00261089 0.00205906
internal_count=3121 3013 2572 2350 2081 1861 1753 1597 441
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=12
num_cat=0
split_feature=484 43 42 40 16 160 16 1 1 16 0
split_gain=0.000233563 0.000127013 0.000103146 0.000182356 0.000110788 0.000116251 0.000113237 0.000183196 0.000157399 9.03902e-05 0.000138846
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 0.16703000000000004 0.092070000000000013 -0.45661999999999997 0.11212500000000002 0.10089500000000001 0.0013750000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00088389208578586642 -0.0004461226094493879 -0.0005949231412542568 0.00090313692494966376 0.00048113152223266422 -0.00036022412051267842 -0.00044799819122619646 0.00034869335200197002 -0.00065517269600691593 0.00088487864377897584 0.00068493039242123206 -0.00055324445073427699
leaf_weight=0.00108093656975036 0.0011437285332707063 0.0010452025996139898 0.0011759211773421001 0.0010355019221270799 0.0017581318486706568 0.0010060064798019588 0.0016849135508674228 0.0011527345049890669 0.0018055428055754347 0.0010022651764462001 0.001074789763428666
leaf_count=503 234 202 255 84 327 95 95 67 195 122 942
internal_value=0 6.23696e-05 0.000115877 0.000170834 8.89769e-05 0.000179113 0.000260457 -0.000117459 0.000408992 0.000180591 -2.57394e-06
internal_weight=0 0.0138847 0.0128395 0.0116958 0.0105199 0.00876175 0.00775575 0.00218824 0.00556751 0.00376197 0.0027597
internal_count=3121 2618 2416 2182 1927 1600 1505 151 1354 1159 1037
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=12
num_cat=0
split_feature=484 48 0 4 150 12 12 3 47 4 15
split_gain=0.000285223 0.000129096 0.0001563 0.000153531 0.000187238 8.58553e-05 7.01644e-05 0.000122038 0.000120429 0.000117424 6.57751e-05
threshold=-0.0068949999999999992 0.12737000000000001 -0.23091999999999999 0.27834500000000006 0.087170000000000011 -0.082514999999999991 1.0000000180025095e-35 -0.074084999999999998 0.084210000000000021 -0.031404999999999995 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 8 10 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00096014921805372177 0.00080062070087974903 -0.00061146736808478247 -0.00046449788559481322 0.00055394170223525732 -0.00080021161509076673 -9.4328810271631728e-05 -0.00043089109549430754 -0.00048601301211585946 0.00074945550197700532 0.00066613405185097737 0.00025077227772694655
leaf_weight=0.0011255007322145969 0.001170563896753408 0.0010078407540251811 0.0011048570394230238 0.0019516740093950434 0.0011267109677928011 0.0013563337483009086 0.0010333516515572366 0.0015398432144609763 0.0010010786694562013 0.0018392950706571662 0.0011497704678752546
leaf_count=503 62 77 132 271 225 112 400 276 132 97 834
internal_value=0 6.5081e-05 0.000116451 5.02794e-05 -4.65546e-05 4.75394e-05 0.000118973 -3.28217e-05 0.000186336 0.000343368 -7.1884e-05
internal_weight=0 0.0142813 0.0132735 0.0121029 0.0101512 0.00902453 0.00791967 0.00472404 0.0031842 0.00319563 0.00218312
internal_count=3121 2618 2541 2479 2208 1983 1851 1642 1366 209 1234
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=8
num_cat=0
split_feature=2 13 16 2 151 2 3
split_gain=3.03907e-05 4.06406e-05 0.000124787 7.41411e-05 9.65878e-05 0.000115506 5.68153e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 0.089885000000000007 -0.0083949999999999979 0.11215000000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.013030270132595752 -0.015876559025290969 0.010724732007953704 -0.032734273566663891 -0.015353865580087091 0.014246756244032752 -0.0042697210584458816 0.047110595986490263
leaf_weight=0.0014925650169420384 0.0019797982353107349 0.0019738525735015161 0.0013078087211210957 0.0014099797069129089 0.0010182255620272969 0.0016704013110121082 0.0010043692716550368
leaf_count=199 1301 205 395 229 463 283 46
internal_value=0 -0.00193271 -0.00491033 0.000227266 0.00647506 0.0148093 0.0305661
internal_weight=0 0.0103644 0.00839058 0.00708277 0.00510298 0.003693 0.00202259
internal_count=3121 2922 2717 2322 1021 792 509
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=9
num_cat=0
split_feature=14 2 15 0 16 0 3 1
split_gain=2.83569e-05 5.75073e-05 9.22709e-05 6.25181e-05 6.3369e-05 0.00010407 0.000135489 6.78821e-05
threshold=-0.10708499999999999 0.10981000000000002 -0.074054999999999996 0.14486500000000005 0.25792000000000009 -0.060129999999999996 0.090900000000000009 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.015458020779762837 -0.027943898154823524 0.037200989592619055 0.00021330534030116543 -0.02343338818168628 -0.021491612560062393 0.02566002349727433 0.026032322150861487 0.0018112629492710722
leaf_weight=0.0010453352414273977 0.0016171065636325873 0.0010112528273854178 0.0018059811686548148 0.0011997536743277998 0.0010328181239980059 0.0016499777148640642 0.0010896258765589473 0.00135394844555901
leaf_count=140 1678 222 301 54 245 149 84 248
internal_value=0 0.00145548 0.0134901 -0.00281286 0.000855809 0.00489752 -0.00353892 -0.0143841
internal_weight=0 0.0107605 0.00281723 0.00794323 0.00674348 0.00571066 0.00406068 0.00297106
internal_count=3121 2981 523 2458 2404 2159 2010 1926
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=10
num_cat=0
split_feature=376 43 3 16 13 457 16 0 15
split_gain=3.32362e-05 6.55218e-05 0.000162052 8.14159e-05 8.09708e-05 7.9498e-05 5.65134e-05 5.45394e-05 6.88384e-05
threshold=0.048375000000000008 -0.067899999999999974 -0.075944999999999985 0.15273500000000004 -0.017449999999999997 0.045365000000000009 -0.008904999999999998 -0.18901999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.024628852526035919 0.015513806692609619 -0.032771115122309333 0.041710252624086092 -0.031919483235186299 0.011298754296430961 0.018314439632474422 0.010138396494221245 0.0051850830697588533 -0.026431741624255337
leaf_weight=0.0010295412583539885 0.0011460103506950028 0.0010423003294866566 0.0010040756279606593 0.0010279910880749265 0.0013258220567859552 0.0013101901827955731 0.0011658720084318196 0.0016670709199532181 0.0010288302641913054
leaf_count=625 166 90 253 250 346 116 209 320 746
internal_value=0 -0.00171678 0.00937775 -0.00686315 -0.00440538 -0.00271822 -0.00833738 -0.0140996 -0.00688077
internal_weight=0 0.0106017 0.00335944 0.00724225 0.00235536 0.00621426 0.00490407 0.0037382 0.0026959
internal_count=3121 2955 1224 1731 971 1481 1365 1156 1066
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=9
num_cat=0
split_feature=48 2 51 42 42 49 160 1
split_gain=2.82688e-05 5.86069e-05 5.24303e-05 4.38398e-05 7.96356e-05 6.2888e-05 7.15083e-05 7.02337e-05
threshold=0.12230500000000001 0.11510000000000002 0.087505000000000013 0.075730000000000006 0.090310000000000015 -0.006494999999999999 -0.025879999999999997 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.010426929022159874 -0.015750282454755835 0.019696173272215178 -0.021783312082520819 -0.030668384914805009 0.0055699288468742331 0.034711641530469496 -0.0071521350436053559 0.022974147959423822
leaf_weight=0.001631705403825727 0.0010053561103652393 0.001460004845734132 0.001076051121642556 0.0010194057862098862 0.0013611225999002393 0.0010282709486432355 0.0018626950075022707 0.0012382413094150311
leaf_count=184 108 380 316 655 518 145 627 188
internal_value=0 0.00144594 -0.00144481 0.00124332 -0.00994828 0.00586792 0.012307 0.00487765
internal_weight=0 0.0106775 0.00921749 0.00814144 0.00238053 0.00576091 0.00412921 0.00310094
internal_count=3121 3013 2633 2317 1173 1144 960 815
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=13
num_cat=0
split_feature=14 484 475 42 42 15 13 12 150 13 12 3
split_gain=0.000222195 0.000204744 0.000152315 0.000104298 0.000116114 0.000109955 9.31207e-05 0.00013832 9.24111e-05 8.88261e-05 7.12171e-05 6.67829e-05
threshold=0.054835000000000009 -0.0068949999999999992 -0.051009999999999993 0.10256000000000001 0.083865000000000009 1.0000000180025095e-35 0.11217000000000001 -1.0000000180025095e-35 0.081835000000000019 -0.10664 0.091545000000000015 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -9 -6 -11
right_child=-2 2 3 -5 10 -7 -8 8 -10 11 -12 -13
leaf_value=-0.00079344605384357885 -0.00089487291047466236 0.00085003297492018475 -0.00057838541771803675 -0.00052857656602963766 0.00090038671076770336 -0.00047002146705734467 0.00061979055923006498 0.00046624570756602449 0.00058140339166584155 6.9705135059543218e-05 0.0001709405175124274 -0.00058262182002936078
leaf_weight=0.0010246889704217414 0.0010264577417301033 0.0010053342399623305 0.0012053962929358232 0.0010706096421694644 0.0010193573176581596 0.0014930169930598928 0.0011742384150431606 0.0010571346405104272 0.0014359360971321067 0.0013896692218777077 0.001039175566387468 0.001066413250652154
leaf_count=479 110 315 202 287 464 536 78 40 93 290 166 61
internal_value=0 5.02989e-05 0.000117029 5.53677e-05 0.000112827 1.49791e-05 0.000113783 1.7241e-05 0.000162309 -8.98437e-06 0.000532152 -0.000213531
internal_weight=0 0.013981 0.0129563 0.0119509 0.0108803 0.0088218 0.00732879 0.00615455 0.00494915 0.00351322 0.00205853 0.00245608
internal_count=3121 3011 2532 2217 1930 1300 764 686 484 391 630 351
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=10
num_cat=0
split_feature=48 12 11 13 12 0 48 1 2
split_gain=3.02242e-05 6.95517e-05 4.75422e-05 8.2812e-05 7.48896e-05 0.000139628 0.000134938 7.42371e-05 3.98503e-05
threshold=-0.032929999999999994 0.11650500000000001 1.0000000180025095e-35 -0.083364999999999981 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 0.083345000000000016 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 8 -2 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.013975917498799392 0.0012679261247294659 -0.025017839588834797 -0.018298207468640727 0.018881031619267331 0.0286814005969835 -0.034423800963657089 -0.020674410756658379 0.034656492641300357 0.0031355108849065692
leaf_weight=0.001223382133309245 0.0011705283071770265 0.0010228773146043176 0.001026277244936786 0.0011591539192119023 0.0011414035016311605 0.0012856030870652445 0.0014362566633236108 0.0011950142766655233 0.0010329501006136226
leaf_count=180 541 141 213 243 530 196 204 294 579
internal_value=0 -0.0016769 0.000850296 0.00318397 -0.00265669 -0.00775563 0.0017399 0.018135 0.0165456
internal_weight=0 0.0104701 0.00944719 0.00842091 0.00605537 0.00489621 0.00361061 0.00236554 0.00217435
internal_count=3121 2941 2800 2587 1752 1509 1313 835 1109
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=11
num_cat=0
split_feature=484 43 43 42 3 0 0 47 160 160
split_gain=0.000226196 0.000141594 0.000168113 0.000143486 0.000130154 0.00022793 0.000147807 0.000108058 0.000111543 0.000170424
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 -1.0000000180025095e-35 -0.13927999999999999 -0.052984999999999997 -0.076234999999999983 0.086785000000000015 0.086870000000000017 -0.030779999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00086291960145449913 -0.00044782709036837932 -0.00064932803490251221 0.00086409793790808299 0.00060477881418399609 -0.00019688251288463095 -0.0005747089247639173 0.0008961558494614666 -0.00037260283780724164 -0.00029353455181546471 0.00080524926335019513
leaf_weight=0.0010968323476586448 0.0018786032106722786 0.0010006025262530279 0.001061105727956633 0.0018998353247999021 0.001007642401722149 0.0018306191939552741 0.0010152473841276832 0.0014707946842355294 0.0010568461251904242 0.0018508439366041827
leaf_count=503 663 193 93 186 329 243 252 127 110 422
internal_value=0 6.15669e-05 0.000115985 4.98898e-05 0.000142174 3.54115e-05 0.000209889 8.05329e-05 0.000250753 0.000451989
internal_weight=0 0.0140721 0.0130715 0.0120104 0.0101318 0.00823199 0.00640137 0.00538613 0.00391533 0.00285849
internal_count=3121 2618 2425 2332 1669 1483 1240 988 861 751
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=10
num_cat=0
split_feature=0 16 457 52 0 2 0 15 0
split_gain=3.53139e-05 0.000121422 6.5372e-05 6.63269e-05 0.000109096 9.73149e-05 9.14902e-05 9.32495e-05 9.22695e-05
threshold=0.18019500000000002 0.26676500000000009 0.087995000000000004 0.14295500000000003 -0.076234999999999983 0.09678500000000001 -0.10607499999999999 -0.11713499999999999 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.021783211258425847 0.017886014858518148 -0.030467869360016234 0.025867751704270317 -0.024513277540316677 0.00035751702498574363 0.038455792859643421 -0.032813810296120821 -0.0094465229182363886 0.030059803824626342
leaf_weight=0.0012065375849885963 0.0010041808734637661 0.0012922301797737993 0.0010401147993540126 0.0010272810323043273 0.0013958683310025253 0.0012901091078647766 0.0010387467300899999 0.0010729549736588906 0.0013166428902835099
leaf_count=161 36 365 151 372 287 249 1256 102 142
internal_value=0 -0.00172858 0.00222719 -0.000718241 0.00262074 0.0186566 -0.00667227 0.000878741 0.012321
internal_weight=0 0.0106805 0.00938826 0.00834814 0.00732086 0.00268598 0.00463488 0.00359614 0.0023896
internal_count=3121 3085 2720 2569 2197 536 1661 405 244
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=12
num_cat=0
split_feature=484 43 42 40 160 16 16 160 1 4 150
split_gain=0.000216127 0.000115817 0.000141551 0.000188386 0.000131769 0.000107297 0.000110826 0.000139143 0.000276846 0.000161212 6.17761e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 0.092070000000000013 0.16703000000000004 -0.45661999999999997 -0.080409999999999995 0.10089500000000001 -0.080924999999999983 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 10 -8 9 -9 -5
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00087125214591971824 -0.00053664637254092107 -0.00056846393843068479 0.00091336874793117415 -0.00046579968616927264 -0.0005509749457557352 -0.00029172418457471731 -0.00013648822857781207 0.00082167255535367935 0.0013775134504551809 -0.00012176071376093066 0.00021119749289048303
leaf_weight=0.0010306168686632948 0.00117249043060346 0.0010410278213216695 0.0012009422691829199 0.0010079093809870513 0.0010929921392427372 0.0015983807919571101 0.0013284143965896535 0.0011752085231370502 0.001217977607499701 0.001709043372051446 0.001066594961642877
leaf_count=503 234 202 255 87 118 304 368 352 157 477 64
internal_value=0 6.00393e-05 0.000112091 0.000178829 9.23149e-05 0.00016955 0.000267788 0.000415054 0.000593658 0.000262648 -0.000117725
internal_weight=0 0.013611 0.01257 0.0113975 0.0101965 0.00910353 0.00750515 0.00543064 0.00410223 0.00288425 0.0020745
internal_count=3121 2618 2416 2182 1927 1809 1505 1354 986 829 151
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=12
num_cat=0
split_feature=484 43 42 40 147 3 0 15 16 52 1
split_gain=0.000196043 0.000133354 0.000189337 0.000220231 0.000149595 0.000233132 0.000291017 0.000239951 0.000190007 0.000180061 8.90899e-05
threshold=-0.0068949999999999992 0.18116500000000002 -0.098769999999999983 -0.026419999999999996 0.099230000000000013 -0.10831999999999999 -0.053834999999999994 -0.015744999999999999 -0.25582999999999995 0.077655000000000016 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 8 -5 -7 10 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00080710699593769335 -0.0006724761199885694 -0.0006341422682456956 0.00095744301524836961 0.0013018083193704821 -0.00062445406316890834 -0.00047199332579626717 -0.00094197999726460826 0.00016816785051587256 -0.00019305166407099201 0.0010416559026034209 0.00045944867230690941
leaf_weight=0.0011004643469809576 0.0011067596876716242 0.0010126648448179907 0.0012407831344065064 0.0011861131630428456 0.0010325770030337198 0.0014541779636277653 0.0011438970421180951 0.0018182953863944045 0.001698390328329647 0.0010778789132706453 0.0015285518839669443
leaf_count=503 181 193 260 83 39 155 195 179 615 587 131
internal_value=0 5.17418e-05 0.000104015 0.000174568 8.57757e-05 0.000159799 -3.86356e-05 0.000615719 0.000140794 0.000347794 0.000116028
internal_weight=0 0.0143001 0.0132874 0.0121807 0.0109399 0.0099073 0.0069029 0.00300441 0.005759 0.00430482 0.00322694
internal_count=3121 2618 2425 2244 1984 1945 1683 262 1488 1333 746
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=12
num_cat=0
split_feature=484 43 43 1 15 15 51 3 150 47 133
split_gain=0.000261528 0.000158187 0.000120528 0.000122303 0.000109663 0.000120774 0.000204503 0.000211452 0.000119675 0.000272447 0.000100073
threshold=-0.0068949999999999992 0.18116500000000002 0.08845500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.095050000000000009 0.097915000000000016 0.087170000000000011 0.077555000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 8 9 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00092606411048878369 -2.7033238259310281e-06 -0.00068296438487413353 0.00076563359132576498 0.0012869920111940353 -0.00036336210724852971 0.00084007063585564889 0.00097669036588280637 -0.00057240421481398809 -0.00017390492669153095 -9.189900799504342e-07 -0.00077783502451545645
leaf_weight=0.0011077643291715214 0.0016650903140427282 0.0010131460452736602 0.0010283014828809693 0.0010435411181706801 0.0012680539203295113 0.0011677920335327998 0.0010029944619027453 0.0016672645509007954 0.0015845458685396219 0.0015993204832899189 0.0010405384086085915
leaf_count=503 555 193 93 191 361 196 84 133 102 137 573
internal_value=0 6.34221e-05 0.000121291 6.62557e-05 0.000172661 0.000256934 0.000158208 1.89408e-05 0.000252164 0.000507616 -0.000300806
internal_weight=0 0.0140806 0.0130674 0.0120391 0.00933351 0.00806546 0.00689767 0.00589467 0.00422741 0.00264286 0.00270563
internal_count=3121 2618 2425 2332 1204 843 647 563 430 328 1128
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=8
num_cat=0
split_feature=42 43 3 3 0 0 2
split_gain=3.02463e-05 6.36573e-05 0.000111534 5.01665e-05 7.44953e-05 9.00575e-05 9.21567e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.078724999999999976 -0.11255999999999998 -0.10096999999999999 -0.14723999999999998 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.012182752605670463 -0.00033613176986023024 0.01072426902384566 0.040744641677367029 0.0053380124814814923 -0.025163549610902537 0.024783043234539705 -0.031277576431396337
leaf_weight=0.0016928556399999966 0.0017294681917356678 0.0019463483958395986 0.0010039855685045999 0.0016529082262171646 0.0016278892530777185 0.0010218093723904143 0.0011006108106093593
leaf_count=862 596 201 445 128 684 134 71
internal_value=0 0.00197934 0.0147527 -0.00277131 -0.0076327 -7.35428e-05 -0.00929763
internal_weight=0 0.010083 0.00273345 0.00734957 0.00540322 0.00377533 0.00275352
internal_count=3121 2259 1041 1218 1017 333 199
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=9
num_cat=0
split_feature=0 16 0 150 151 49 0 15
split_gain=2.94935e-05 9.95647e-05 6.02598e-05 6.8527e-05 0.000120097 7.71147e-05 4.31718e-05 6.78192e-05
threshold=0.18019500000000002 0.26676500000000009 0.041630000000000007 0.081835000000000019 -0.024429999999999997 -1.0000000180025095e-35 -0.08824499999999999 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.031639301170356952 0.016205999600255698 -0.027727690322125177 0.023863697465835613 0.038737849110156444 -0.0068030185725833046 -0.026481455157095848 0.01040397170916499 0.0037278147517805049
leaf_weight=0.0010229210862643156 0.0010189747014528469 0.0012834882157069056 0.0011083350041416048 0.0010463690690374512 0.0012966406295742035 0.0012709652837777316 0.0018900678010058116 0.0017894402951145658
leaf_count=271 36 365 115 245 134 226 1296 433
internal_value=0 -0.0015981 0.00196031 -0.000958778 0.0135352 -0.00664389 -0.00147907 -0.00881789
internal_weight=0 0.0107082 0.00942474 0.0083164 0.00234301 0.00597339 0.00495047 0.00306041
internal_count=3121 3085 2720 2605 379 2226 1955 659
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=9
num_cat=0
split_feature=1 150 0 47 12 2 4 4
split_gain=3.39824e-05 5.8316e-05 6.40741e-05 0.000126944 0.000123355 9.43335e-05 7.60017e-05 5.02828e-05
threshold=0.13686500000000004 0.11456000000000001 -0.060129999999999996 0.092530000000000015 0.084100000000000022 0.10097500000000002 0.0052350000000000009 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -4
right_child=-2 -3 5 -5 -6 -7 -8 -9
leaf_value=-0.0016319308884711105 0.016755712679383663 -0.024079205575244511 0.0090764387448885372 -0.03353540834364243 -0.023922858745883513 -0.0086421344296986752 0.028810452022259115 0.039462743390354986
leaf_weight=0.0017910122949431105 0.0010912175149213965 0.0010556574556524626 0.0010868193939797405 0.0012848955464896637 0.0013132995475871457 0.001446190156894676 0.0015128095996891707 0.0010915220952538761
leaf_count=370 169 111 113 255 1562 255 186 100
internal_value=0 -0.00177885 0.000692305 -0.00573456 0.00200212 0.0111575 0.0123075 0.0243024
internal_weight=0 0.0105822 0.00952655 0.00590202 0.00461712 0.00362453 0.00330382 0.00217834
internal_count=3121 2952 2841 2373 2118 468 556 213
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=11
num_cat=0
split_feature=484 4 4 15 1 16 43 16 1 16
split_gain=0.000208941 0.0001116 0.000121271 0.000143095 9.95052e-05 0.000123971 0.000143853 9.74479e-05 0.000107889 9.23302e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.0016099999999999997 -0.074054999999999996 0.080585000000000004 0.19444000000000003 -0.088249999999999981 -0.27167499999999994 0.11374000000000002 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -4 -9 -3
right_child=1 9 7 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00085295186323184322 0.00076905314421885074 0.00013760416458985376 -0.00080039411545525881 -0.00061741610847257399 -0.00041928748259396909 0.00068678172700696214 0.00036199092683572017 -0.0004330607696446189 0.00023744823942000568 0.00087900056437432582
leaf_weight=0.0010279875895906386 0.0011805788331036111 0.0017161433084976428 0.0010154376676440782 0.0010503861982815159 0.001467112390137951 0.0012445427093343525 0.0012781684771896271 0.0019429845292158838 0.0017569017621171107 0.0010354647584103988
leaf_count=503 291 112 112 191 550 71 634 356 67 234
internal_value=0 6.3633e-05 -2.51764e-05 0.000154591 1.06637e-05 0.000187202 -7.98091e-05 -0.000262338 -0.000114668 0.000416601
internal_weight=0 0.0136877 0.0109361 0.00622079 0.00504021 0.0035731 0.00232855 0.00471532 0.00369989 0.00275161
internal_count=3121 2618 2272 1737 1446 896 825 535 423 346
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=9
num_cat=0
split_feature=376 12 4 1 52 1 15 3
split_gain=2.79214e-05 6.97922e-05 6.79899e-05 0.000138596 0.000136086 9.70834e-05 0.000183449 2.47931e-05
threshold=0.048375000000000008 -0.029094999999999999 -0.011209999999999999 0.080585000000000004 -0.081429999999999989 0.094465000000000007 -0.11713499999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -6 -7 -3
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=-0.025934994081776148 0.014857716722335683 0.016218462874307251 0.040062372191404287 -0.035221779325223863 -0.024969243955859231 -0.014773953991739409 0.03042588436478055 -0.00446334837360842
leaf_weight=0.0010636229894571891 0.0011354869216330015 0.001083900992376765 0.0010680866037840898 0.0013381998464436955 0.0011340217498741418 0.0017372808811191298 0.0018585264590268505 0.0012458952295329724
leaf_count=248 166 87 216 610 525 134 175 960
internal_value=0 -0.0016473 0.00108175 -0.00957347 0.00782268 0.000542332 0.008588 0.00515854
internal_weight=0 0.0105295 0.00946591 0.003668 0.00579792 0.00472983 0.00359581 0.0023298
internal_count=3121 2955 2707 1657 1050 834 309 1047
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=12
num_cat=0
split_feature=484 15 160 151 160 52 13 3 16 2 1
split_gain=0.000246638 0.000104488 0.000105687 8.8606e-05 0.000161289 0.000243585 0.000175063 0.000181145 0.000123339 0.000186737 5.40182e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.092070000000000013 -0.086944999999999981 -0.082299999999999984 0.10744000000000002 -0.061684999999999997 -0.074084999999999998 -0.15241499999999997 0.093175000000000022 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -8 10 -10
right_child=1 2 -4 4 5 -7 8 -9 9 -11 -12
leaf_value=-0.00092416680004677864 0.00055713601651957701 0.00061187811068044316 -0.00055178862697137152 -0.0006548920197805559 0.00088596924037065363 0.00099196507770891681 0.00022478567744457512 -0.00011686256484779509 0.00022917697514423287 -0.001067677160522008 -0.00040981287979388928
leaf_weight=0.0010120333599628216 0.0015572602234168497 0.001072320452095322 0.0011359686877498191 0.0012007870016508366 0.0013716521520786866 0.001060737834480685 0.0014959718511638768 0.001398673892770888 0.0010067267311331864 0.0012048840007640969 0.0010280649210319993
leaf_count=503 232 183 156 389 407 118 90 176 446 263 158
internal_value=0 7.93457e-05 1.72167e-05 7.68461e-05 1.81078e-05 0.000112442 -1.1852e-05 0.000379663 -0.000240886 -0.000455917 -9.36684e-05
internal_weight=0 0.013533 0.0119758 0.0108398 0.0097675 0.00856671 0.00750597 0.00277033 0.00473565 0.00323968 0.00203479
internal_count=3121 2618 2386 2230 2047 1658 1540 583 957 867 604
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=11
num_cat=0
split_feature=484 43 42 40 15 16 15 15 13 16
split_gain=0.000231114 0.000124688 0.000131394 0.000190337 0.0001233 0.000113937 0.000166882 0.000106232 8.2909e-05 0.00010376
threshold=-0.0068949999999999992 0.16180500000000003 -0.093284999999999993 -0.026419999999999996 -0.24436499999999997 0.16703000000000004 -0.095869999999999983 -0.074054999999999996 -0.084034999999999985 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 -9 -10
right_child=1 -3 3 4 5 -7 7 8 9 -11
leaf_value=-0.00089839002959428427 -0.00050853348520821977 -0.00058598673530969652 0.00092230679206273475 0.00064216175521762458 -0.00038490958636389397 -0.00045483534565095247 0.0008322496557766285 0.00059364400437062642 -0.00032075290020415909 0.00041872634719373943
leaf_weight=0.0010336219498062764 0.0011692463306341447 0.0010495612716292678 0.0011942734039466696 0.0013710726789576853 0.0018827537253260614 0.0016480059332000504 0.0011156290913345015 0.0011745692843226434 0.0017948607233717417 0.0012290767408644342
leaf_count=503 234 202 255 136 196 321 151 342 626 155
internal_value=0 6.33018e-05 0.000117475 0.000181624 9.50362e-05 1.02247e-05 0.000116718 0.000294441 0.000151534 -2.01922e-05
internal_weight=0 0.013629 0.0125795 0.0114102 0.010216 0.0088449 0.00719689 0.00531414 0.00419851 0.00302394
internal_count=3121 2618 2416 2182 1927 1791 1470 1274 1123 781
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=13
num_cat=0
split_feature=484 15 15 160 52 1 15 16 4 4 2 4
split_gain=0.000288558 0.00010595 0.00012622 0.000105139 0.000119595 0.000103213 0.000108932 0.000169191 0.000186694 0.000145334 9.86222e-05 8.19591e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.26636999999999994 0.11551000000000002 -0.03241999999999999 -0.013324999999999998 -0.078439999999999996 -0.49405499999999997 0.092120000000000021 0.0012600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 11 8 -8 -9 -11 -6
right_child=1 2 3 -5 5 -7 7 9 -10 10 -12 -13
leaf_value=-0.00097973075899938683 0.00054335658534742238 -0.00059257561386379326 -0.00050026304291858343 -0.00047651885662264477 0.0008880518531163735 0.00066142455561640204 0.00011461001522067601 -0.00030457132900881201 -0.0010766266551755872 0.00012154884395148496 0.00097620824835581779 0.00013803977934312452
leaf_weight=0.0010842498384229177 0.0016098523199610257 0.0012113498793082074 0.0010170753708563735 0.0011972873976708156 0.0010119275716209037 0.0015970070129853395 0.0010020383431478194 0.0012160857319116203 0.0010214199800141679 0.0010379031147784061 0.0010384839992026891 0.0012547721132521864
leaf_count=503 232 187 278 135 193 117 594 60 333 204 79 206
internal_value=0 6.96738e-05 9.17896e-06 7.31543e-05 0.000137696 0.00020838 0.000112963 -4.05003e-05 -0.000486713 0.000233729 0.000548998 0.000472869
internal_weight=0 0.0142152 0.0126054 0.011394 0.0101967 0.00917964 0.00758263 0.00531593 0.00202346 0.00329247 0.00207639 0.0022667
internal_count=3121 2618 2386 2199 2064 1786 1669 1270 927 343 283 399
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=9
num_cat=0
split_feature=4 156 42 42 43 2 2 15
split_gain=3.10621e-05 4.02022e-05 6.04775e-05 7.45416e-05 0.000117025 7.36274e-05 6.38344e-05 3.30853e-05
threshold=0.27044500000000005 0.08426500000000002 -1.0000000180025095e-35 0.092620000000000022 -0.075574999999999989 0.11144000000000001 0.093175000000000022 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -2
right_child=7 -3 3 -5 5 -7 -8 -9
leaf_value=-0.018796845170111955 -0.0015029633917715201 -0.020898788059542154 0.03604161328377823 -0.019023022198001494 0.0033098916385659455 0.019495993085974727 -0.0271135089311203 0.021717016961083788
leaf_weight=0.0014553664583225557 0.0012418817729811936 0.001071207938349303 0.0012101718060399435 0.0011922341626571676 0.0018281309658663963 0.0014311768596423358 0.0011074566937126773 0.0012130056479514148
leaf_count=759 168 404 515 493 396 95 94 197
internal_value=0 -0.00267655 -0.000303185 0.00367294 0.00852487 0.000899085 -0.0081674 0.00997046
internal_weight=0 0.00929574 0.00822454 0.00676917 0.00557694 0.00436676 0.00293559 0.00245489
internal_count=3121 2756 2352 1593 1100 585 490 365
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=10
num_cat=0
split_feature=1 150 15 150 16 2 2 43 13
split_gain=3.01514e-05 5.44332e-05 6.08128e-05 6.7771e-05 0.000145115 7.8462e-05 7.90463e-05 0.000128386 2.77017e-05
threshold=0.13686500000000004 0.11456000000000001 -0.24436499999999997 0.081835000000000019 -0.36241499999999999 0.10855000000000002 0.086950000000000013 -0.074359999999999996 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=0.023282836248830863 0.015712609063353693 -0.023294240522597764 -0.039389030434446526 0.018088054381635018 0.025675560227597146 0.022083574637291901 -0.0093010541728610723 -0.018320491869960556 -0.032535511242233299
leaf_weight=0.0010607555021011393 0.0011020784501995081 0.0010485852212709307 0.0011035917003940042 0.0013891718825761292 0.0014442292309816565 0.0012747915768527357 0.0010531177032161723 0.001226590127466661 0.0010008040219340768
leaf_count=148 169 111 155 267 386 304 508 675 398
internal_value=0 -0.00166632 0.000707653 -0.00211217 -0.00606276 6.74785e-05 -0.00587273 0.0054701 -0.0206224
internal_weight=0 0.0106016 0.00955305 0.0084923 0.00710312 0.00599953 0.00472474 0.00267082 0.00205392
internal_count=3121 2952 2841 2693 2426 2271 1967 1061 906
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=9
num_cat=0
split_feature=14 15 131 52 47 4 1 15
split_gain=2.94231e-05 7.56028e-05 5.10537e-05 5.13893e-05 8.21035e-05 0.0001988 8.22398e-05 5.94171e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.085815000000000016 0.10744000000000002 0.092530000000000015 -0.35136499999999998 0.095025000000000012 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.016162700693963594 0.027199318919719797 -0.034875310088566806 -0.022540482525940212 0.019737502217020697 -0.025245239367820888 -0.01553573825500964 0.028608861846716307 0.012834636160640275
leaf_weight=0.0010303683354980159 0.0010359435956020348 0.0011336003920585369 0.001006857845466118 0.0012807088586491355 0.0012557696109386871 0.0012133874530462147 0.0017981906206447802 0.0018850657861296208
leaf_count=140 232 174 418 366 145 600 257 789
internal_value=0 0.00153734 -0.0012395 0.00126403 -0.00198317 0.00286104 0.0115972 0.00172449
internal_weight=0 0.0106095 0.00957358 0.00856672 0.00728601 0.00603024 0.00489664 0.00309845
internal_count=3121 2981 2749 2331 1965 1820 1646 1389
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=9
num_cat=0
split_feature=0 16 52 0 0 2 3 2
split_gain=2.9906e-05 9.34016e-05 6.13518e-05 9.56693e-05 0.000102299 8.54498e-05 8.47454e-05 7.91881e-05
threshold=0.18019500000000002 0.26676500000000009 0.15116000000000002 -0.076234999999999983 -0.10607499999999999 0.11215000000000001 0.090900000000000009 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=6.7426688712253339e-05 0.016462711839775417 -0.027127413377270489 -0.021021065740738001 0.0034409295938612355 -0.030227829774109972 -0.016062428028194641 0.034944897880856168 0.037024205421669024
leaf_weight=0.0017808510120166749 0.0010044273866354194 0.001261657447896942 0.0010404484907568295 0.0014472225940190149 0.0010996878747780029 0.0014376586412476224 0.0011443290743106127 0.0013637523362881106
leaf_count=229 36 365 369 273 1316 160 81 292
internal_value=0 -0.0015933 0.00186552 0.00474366 -0.00297022 0.00390027 0.0137115 0.0197339
internal_weight=0 0.0105756 0.00931395 0.0082735 0.00546253 0.00436284 0.00292518 0.00281097
internal_count=3121 3085 2720 2351 1786 470 310 565
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=10
num_cat=0
split_feature=376 12 133 43 3 4 16 12 4
split_gain=2.98519e-05 5.75556e-05 6.35153e-05 0.000135672 9.21898e-05 0.000102543 7.68235e-05 5.80253e-05 3.25403e-05
threshold=0.048375000000000008 -0.029094999999999999 1.0000000180025095e-35 -0.15323999999999996 -0.11255999999999998 -0.033174999999999989 -0.070454999999999976 0.093535000000000021 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 8 -5 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.023441563932021924 0.015270769177534727 0.036243359379238164 -0.020980378059770467 0.033232964620765103 -0.032075429069980885 0.0023310344624265676 0.017776521065359589 0.00051210183452281115 -0.021031624552185702
leaf_weight=0.0010477804009632772 0.0011087889426436319 0.0010758401801443931 0.0011325227436295516 0.0010033810282071296 0.0012923207582650029 0.0010018754425402941 0.0014354138711353496 0.0010833479834925358 0.0013387161862545459
leaf_count=248 166 94 979 134 759 133 321 107 180
internal_value=0 -0.00165065 0.000787786 0.00378296 -0.00109782 -0.00823843 -8.03243e-05 0.0162456 -0.0110314
internal_weight=0 0.0104112 0.00936342 0.0082309 0.00715506 0.00506833 0.00377601 0.00208673 0.00234059
internal_count=3121 2955 2707 1728 1634 1393 634 241 313
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=11
num_cat=0
split_feature=484 43 42 40 160 16 16 1 1 3
split_gain=0.000233443 8.38781e-05 0.000109356 0.000188137 0.000101639 0.000102688 0.000108101 0.000190284 0.000117773 9.75769e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.094469999999999985 -0.026419999999999996 0.092070000000000013 0.16703000000000004 -0.25582999999999995 0.095285000000000022 0.11212500000000002 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 9 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00089922458948604137 -0.00045815615996950805 -0.00046562584744353169 0.00093369976735844466 0.00034588844815854649 -0.00048493549167422703 -0.00030164923708023931 -0.00013676236092292714 0.00098528028491895133 -0.00047806008990721995 0.00059756925943822139
leaf_weight=0.0010144430140961906 0.0011291308504838516 0.0010096249123555329 0.0011480275496741519 0.0013802349637432355 0.0010396860992215396 0.0015085354925119835 0.0017993404937266203 0.0016147435477447958 0.0012906455991239301 0.0011342484693646071
leaf_count=503 216 202 256 117 118 304 1062 188 108 47
internal_value=0 7.72428e-05 0.000122748 0.000182839 9.45854e-05 0.00016362 0.000260844 0.000444709 -5.2267e-05 0.000147161
internal_weight=0 0.0130542 0.0120446 0.0109155 0.00976743 0.00872775 0.00721921 0.00454833 0.00267088 0.00293359
internal_count=3121 2618 2416 2200 1944 1826 1522 1297 225 1109
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=10
num_cat=0
split_feature=1 150 42 475 52 2 15 3 42
split_gain=3.01217e-05 5.63322e-05 5.6701e-05 7.00445e-05 6.52491e-05 0.000107874 7.66512e-05 7.76982e-05 8.11348e-05
threshold=0.13686500000000004 0.11456000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 0.092120000000000021 0.035560000000000008 0.12178000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -6
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.019460191508253996 0.015837012249358667 -0.023781946048853902 -0.019884058624771994 0.00092129692488378463 0.018895013122652488 0.045057551254707888 0.024283040603707794 -0.029710234744481697 -0.015375605449300873
leaf_weight=0.001206038054112144 0.0010858972611208747 0.0010369356175193344 0.0010858146197658966 0.0011831601422267841 0.0014694242602472614 0.0010409966749478881 0.0010883499691845743 0.0010017039136507311 0.0013037444782391272
leaf_count=836 169 111 413 287 128 236 586 48 307
internal_value=0 -0.00166464 0.000780574 0.00376731 0.00739079 0.0215789 0.000901978 -0.00583912 0.00278343
internal_weight=0 0.0104162 0.00937923 0.00817319 0.00708738 0.00222416 0.00486322 0.00377487 0.00277317
internal_count=3121 2952 2841 2005 1592 523 1069 483 435
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=9
num_cat=0
split_feature=15 484 160 52 0 15 3 150
split_gain=3.5729e-05 3.23992e-05 6.44797e-05 9.64491e-05 0.000114469 0.000122854 0.000109742 0.000131672
threshold=0.084050000000000014 0.085515000000000022 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.016799999999999995 -0.10519499999999998 0.076925000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.019881001755767208 -0.016309877283799276 0.018031820587344715 0.023674188271334742 0.031160798575159229 -0.030632866720016267 0.032761655530387075 -0.028841167051511962 0.012655240241683165
leaf_weight=0.0013905785285815769 0.0012031649429942752 0.0011108764177969596 0.0011320214018513126 0.001084488863195357 0.0010900233996841563 0.0012256689215060599 0.0019469497818000738 0.0012592247760879853
leaf_count=491 1058 295 86 81 104 248 567 191
internal_value=0 0.00190688 -5.5316e-05 0.00350734 -0.00099978 0.00480567 -0.00309272 -0.0125435
internal_weight=0 0.0102398 0.00912896 0.00773838 0.00665389 0.00556386 0.0043382 0.00320617
internal_count=3121 2063 1768 1277 1196 1092 844 758
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=10
num_cat=0
split_feature=376 43 3 16 4 457 49 4 4
split_gain=3.23065e-05 4.89629e-05 0.000124126 6.7142e-05 5.81847e-05 5.50739e-05 5.07394e-05 6.1072e-05 3.9465e-05
threshold=0.048375000000000008 -0.074359999999999996 -0.077774999999999983 0.15273500000000004 -0.070499999999999993 0.045365000000000009 0.085350000000000023 0.26790000000000008 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 8 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.011365440100546026 0.016240722623039158 -0.0090478143717088542 0.037075841863832421 -0.030055415951135967 -0.021854214434013038 0.01611126182576559 0.012807210231421423 0.0044570130878966302 -0.034365230459967776
leaf_weight=0.0010538230564484108 0.001104861821135999 0.0012136161136620991 0.0010314898086897359 0.0010224096903508062 0.0010551876993376494 0.0012759613208793152 0.0010004346082475592 0.0013682314280113405 0.0012497398665640533
leaf_count=235 166 880 241 270 643 120 217 153 196
internal_value=0 -0.00175531 0.00864837 -0.00633749 -0.00525513 -0.00236736 -0.0072469 -0.0124831 -0.0218922
internal_weight=0 0.0102709 0.0031405 0.00713039 0.00210901 0.00610798 0.00483202 0.00383159 0.00246336
internal_count=3121 2955 1119 1836 878 1566 1446 1229 1076
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=11
num_cat=0
split_feature=484 150 15 15 160 0 47 16 2 0
split_gain=0.000259543 8.13288e-05 0.000136409 7.91317e-05 9.87758e-05 0.000111194 9.93987e-05 9.8433e-05 8.45789e-05 8.37044e-05
threshold=-0.0068949999999999992 0.12155000000000001 -0.24436499999999997 -0.11713499999999999 0.086870000000000017 -0.10607499999999999 0.085270000000000026 0.0039400000000000008 0.086285000000000014 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -5 -9
right_child=1 -3 3 4 -6 6 -8 9 -10 -11
leaf_value=-0.00096302049862353448 0.00076911326484166106 -0.00046465487491910559 -0.00044966860506818774 0.00092100038629567475 -0.00043218088571387784 -0.00049906070928655013 0.00040556939301191044 -0.0002643138868190788 0.00020564350229705414 0.00047702670543322884
leaf_weight=0.001015900159321158 0.001101793207745551 0.0010213123754894268 0.0011155875173644277 0.001117076985033277 0.0011704233154604124 0.0017275249936833134 0.0018365505292169543 0.0011361249101583489 0.0014738098962392351 0.0012083443332779609
leaf_count=503 226 76 186 66 180 1189 158 345 150 42
internal_value=0 6.63206e-05 0.00011194 4.48063e-05 0.000101853 0.000175392 2.6881e-05 -0.000143915 0.000514074 0.000117775
internal_weight=0 0.0129085 0.0118872 0.0107854 0.00966985 0.00849943 0.00590854 0.00407199 0.00259089 0.00234447
internal_count=3121 2618 2542 2316 2130 1950 1734 1576 216 387
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=10
num_cat=0
split_feature=484 4 150 51 16 0 2 0 2
split_gain=9.9274e-05 8.09977e-05 7.08224e-05 6.44457e-05 0.000110811 0.000151263 9.27754e-05 0.00012193 5.32781e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 0.084745000000000015 -0.014034999999999997 -0.11756999999999999 0.096540000000000015 -0.053834999999999994 -0.13033999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -3
right_child=1 8 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.0005881016719220403 -0.00086311835156412781 -1.2995165175015857e-06 -0.00045769032332864616 0.00045825502079187291 0.00034607426914339429 1.4365189527518866e-05 0.00047536800932427295 -0.00053455077416603809 0.00057219322858931233
leaf_weight=0.0010472988637226345 0.0012144041140984565 0.0010237050032682938 0.0013497691714472347 0.0011462839598522165 0.001202919031604281 0.0019978361098664525 0.0019874801651601718 0.0012150994132536551 0.0015903474335744673
leaf_count=515 99 55 197 289 309 974 300 92 291
internal_value=0 3.99318e-05 -3.95905e-05 2.48022e-05 -4.04219e-05 -0.000317372 0.000161514 -9.64563e-05 0.000347604
internal_weight=0 0.0127278 0.0101138 0.00876402 0.00761774 0.00321224 0.0044055 0.00241802 0.00261405
internal_count=3121 2606 2260 2063 1774 1073 701 401 346
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=9
num_cat=0
split_feature=42 40 151 49 49 13 43 2
split_gain=2.78102e-05 0.000109582 4.36307e-05 6.80909e-05 8.93547e-05 0.000109258 9.71936e-05 5.61373e-05
threshold=-0.093284999999999993 -0.013874999999999998 -0.083274999999999988 0.082865000000000008 -0.047584999999999995 1.0000000180025095e-35 -0.073959999999999984 0.10559
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.015375923485346873 0.028979159167823853 -0.019517537931860129 0.017277047611448111 0.023520349688585029 0.025599462755914907 -0.032193265354071236 0.0009623258499542361 -0.027458700016352623
leaf_weight=0.0010313499603775275 0.0012299171739373329 0.0012117157884704724 0.0015874649431395372 0.0010651451725869178 0.0010053530130269203 0.0014479869462690068 0.0017498830623906315 0.0010804309886495982
leaf_count=281 293 276 213 417 325 315 848 153
internal_value=0 0.0015041 -0.00218984 0.000455767 -0.00311965 -0.00924781 -0.000585759 -0.00988699
internal_weight=0 0.0103779 0.00914798 0.00793626 0.00687112 0.00528365 0.00383567 0.00283031
internal_count=3121 2840 2547 2271 1854 1641 1326 1001
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=10
num_cat=0
split_feature=4 12 0 52 4 16 16 3 16
split_gain=3.33766e-05 7.53186e-05 8.53805e-05 8.90521e-05 0.000103695 0.000103298 4.6312e-05 3.31604e-05 1.19099e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.020119999999999996 -0.074319999999999983 -0.13927999999999999 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -2 -9
right_child=7 -3 -4 4 6 -7 -8 8 -10
leaf_value=-0.026312518598488054 0.02273789611781174 -0.027282498805741386 0.021931123122067558 0.038693068017493379 -0.028059230454235789 -0.0036361767770080639 0.0010825659930642443 -0.0062205109227611525 0.0086949060979435531
leaf_weight=0.001413443394355801 0.0010570074625539938 0.0010910373820919054 0.0014159207879308328 0.00107199434202527 0.0010559011451100352 0.001147064761711577 0.0010408330803164671 0.001010341156072131 0.0010486085607198541
leaf_count=460 84 404 148 886 231 405 161 113 229
internal_value=0 -0.0032901 0.000373441 -0.00495431 0.0020406 0.0168124 -0.013593 0.00862234 0.00137581
internal_weight=0 0.00823619 0.00714516 0.00572924 0.00431579 0.00221906 0.00209673 0.00311596 0.00205895
internal_count=3121 2695 2291 2143 1683 1291 392 426 342
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=11
num_cat=0
split_feature=484 15 160 15 0 2 47 13 2 3
split_gain=0.000143419 8.61207e-05 8.32184e-05 8.58623e-05 6.83181e-05 9.39661e-05 0.000129351 9.58657e-05 8.36475e-05 2.11438e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092070000000000013 -0.11713499999999999 -0.10607499999999999 0.11093500000000002 0.085270000000000026 -0.084034999999999985 0.092875000000000013 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -6 -5 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.00070906835046368106 0.00049631470471953498 -0.00048350350806958194 -0.0005196867550932336 0.00064730252672503099 0.00012552605396468343 0.0004781151952104139 0.00033831301166263204 -0.00078392859803278587 -1.7349457399082696e-05 -0.00039527366803383552
leaf_weight=0.0010257268740320293 0.0014882975241800071 0.0010376651659938759 0.0010930647365636958 0.0016613793217574741 0.0010642048080833186 0.0012140368073943041 0.001518866275951063 0.0011002676496413733 0.0012957721013391391 0.001053404144071851
leaf_count=515 232 164 156 105 349 216 133 145 162 944
internal_value=0 5.35489e-05 -6.1474e-06 5.02928e-05 0.000112474 -8.57486e-06 -0.000133315 -0.000355927 0.000356064 -0.00059383
internal_weight=0 0.012527 0.0110387 0.0099456 0.00890793 0.00595078 0.00473674 0.00321788 0.00295715 0.00215367
internal_count=3121 2606 2374 2218 2054 1787 1571 1438 267 1089
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=10
num_cat=0
split_feature=13 39 4 49 16 15 3 0 43
split_gain=2.86123e-05 6.84823e-05 7.94961e-05 8.25411e-05 9.56586e-05 9.24367e-05 7.25531e-05 6.06737e-05 5.59973e-05
threshold=-0.23438999999999996 0.091820000000000013 0.0061450000000000003 -0.043469999999999995 -0.014034999999999997 -0.15914499999999995 -0.083924999999999986 -0.13455999999999999 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 8 -8 -2
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.012806770536851224 -0.01845234469550696 0.021421254459162681 0.026528223113548462 0.0050104012534757797 0.020635827606662896 -0.034525725549329346 -0.011562900317075429 -0.046062266697878114 0.01482499466451594
leaf_weight=0.0015076170430526501 0.0010085727393287437 0.0011086751301892404 0.0012016917756598883 0.001157815038128316 0.0010885329780363907 0.0012087443384105113 0.001038619894433991 0.0010011658491629739 0.0010141355969645973
leaf_count=169 340 179 123 132 170 241 104 1060 603
internal_value=0 -0.00198844 -0.00496504 0.00395334 -0.00389827 -0.0151831 -0.0151881 -0.0284958 -0.00176792
internal_weight=0 0.00982795 0.00871928 0.00465678 0.00345509 0.00236656 0.00406249 0.00203979 0.00202271
internal_count=3121 2952 2773 666 543 373 2107 1164 943
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=12
num_cat=0
split_feature=484 4 150 16 51 16 0 160 52 4 1
split_gain=0.00013639 8.57416e-05 9.17654e-05 9.14423e-05 8.8666e-05 0.000104354 0.000164692 8.92318e-05 0.00010166 8.8147e-05 5.92972e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.089910000000000018 -0.51370499999999997 0.084745000000000015 -0.014034999999999997 -0.11756999999999999 -0.072114999999999985 0.096795000000000006 0.052250000000000012 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 -7 10 -8 -9
right_child=1 3 -4 -5 -6 7 9 8 -10 -11 -12
leaf_value=-0.00066396353640866428 -0.00085867256750006961 8.6375164257691012e-05 -0.00049027171571002913 0.00082947891810856587 0.00053376015679626639 0.0006031323938973243 -0.00034690297828487705 -0.0005917654982496572 0.00044751188245301462 0.00046199768027352616 6.5780377150692293e-05
leaf_weight=0.0010967728857054883 0.001242693005598212 0.0016883682102871562 0.0014084961752036393 0.0010220676633189009 0.0012448369276629604 0.0012749040720059683 0.0010717771125863724 0.0010667287904533957 0.0012030870139874139 0.001002298855003728 0.0010426661252483233
leaf_count=515 99 112 197 234 289 186 855 309 34 119 172
internal_value=0 5.55001e-05 -2.43662e-05 0.000366589 4.73605e-05 -2.92433e-05 -0.000294205 0.000162329 -7.32701e-06 4.39989e-05 -0.000266743
internal_weight=0 0.0132679 0.0105575 0.00271044 0.00914899 0.00790415 0.00331677 0.00458739 0.00331248 0.00207408 0.00210939
internal_count=3121 2606 2260 346 2063 1774 1073 701 515 974 481
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 12 48
split_gain=2.78212e-05 8.63216e-05 7.37766e-05 8.66989e-05 7.63934e-05 7.07697e-05 7.18665e-05 6.30616e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 0.098150000000000015 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.022718031576170635 0.015824275548130911 -0.019536183380709785 0.025600059793219596 0.0218406767153272 0.025094158647827561 -0.034975493445625845 0.00086680940084083466 -0.010904794643471544
leaf_weight=0.0016262695173128476 0.0010091574766250824 0.0013048685602688121 0.0017638126161828391 0.001279649883096908 0.0010102494277070204 0.0011806870300121834 0.001063133375911629 0.0010882794370058457
leaf_count=736 344 708 408 129 128 495 97 76
internal_value=0 -0.00157269 0.0023842 0.00625692 0.00018832 -0.00526755 -0.0179932 0.00679115
internal_weight=0 0.0103169 0.00869068 0.00738581 0.005622 0.00461175 0.00224382 0.00236793
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=10
num_cat=0
split_feature=1 150 0 2 0 150 15 3 4
split_gain=2.99481e-05 5.48374e-05 5.50464e-05 9.46978e-05 9.12537e-05 4.45101e-05 6.48393e-05 9.92661e-05 3.12675e-05
threshold=0.13686500000000004 0.11456000000000001 -0.060129999999999996 0.10097500000000002 -0.10151999999999999 0.080470000000000014 -0.015039999999999998 0.095270000000000007 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0058888351671957957 0.015634683753637576 -0.023125526377101149 0.011548142695833381 -0.0097622502300521771 -0.027743179187165377 0.019746940413136335 0.013803392699830747 -0.036550085203062271 0.035416043332203002
leaf_weight=0.0011188473518263728 0.0010636439362631351 0.0010279540105572063 0.0010547337631962722 0.0013502000131262615 0.0013215382167695673 0.0010059306859079853 0.0012687689404101161 0.0010061362385165307 0.0010554676768013182
leaf_count=189 169 111 113 255 1870 106 143 65 100
internal_value=0 -0.0016518 0.000752346 0.0105131 -0.00515134 0.0016346 -0.00373402 -0.0142051 0.0234862
internal_weight=0 0.0102096 0.00918162 0.0034604 0.00572122 0.00439968 0.00339375 0.00212498 0.0021102
internal_count=3121 2952 2841 468 2373 503 397 254 213
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=11
num_cat=0
split_feature=484 41 151 4 0 48 2 15 13 457
split_gain=0.000153308 8.74181e-05 0.000101287 0.000132234 9.11871e-05 0.000109519 0.000124505 0.000150972 0.000132314 6.52134e-05
threshold=-1.0000000180025095e-35 0.07831500000000001 -0.0083949999999999979 0.27044500000000005 -0.18113999999999997 0.091220000000000009 0.10097500000000002 -0.016799999999999995 -0.0090849999999999976 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 7 -6 -9 -2
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00072196085266393783 -0.00059768106020855957 -0.00050482370640729762 -0.00043344493456845318 0.00075627883692982512 -0.0001986178331507391 0.00077443341321882736 -0.0003834491645865472 0.00096448133259236781 0.0001005294628874816 5.2459820135555843e-05
leaf_weight=0.0010679535231818303 0.0011599718456170036 0.0010041601799569014 0.0010929637884737912 0.0013488561914605851 0.0017802087362082438 0.001005919282274198 0.0016542263185672836 0.0013726403158364985 0.0013536201635217147 0.0012139481141544006
leaf_count=515 207 134 50 232 314 165 321 644 336 203
internal_value=0 5.08934e-05 9.74643e-05 0.000187071 9.41149e-05 0.000174572 7.66264e-05 0.00024551 0.000535519 -0.000265219
internal_weight=0 0.0129865 0.0119824 0.00960843 0.00825958 0.00716661 0.0061607 0.00450647 0.00272626 0.00237392
internal_count=3121 2606 2472 2062 1830 1780 1615 1294 980 410
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=11
num_cat=0
split_feature=484 4 150 16 2 52 2 1 3 1
split_gain=0.000295183 0.000122919 0.000117803 9.05666e-05 8.6052e-05 0.000147998 8.32458e-05 8.20094e-05 7.78593e-05 9.34323e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.089910000000000018 -0.51370499999999997 0.10097500000000002 0.10744000000000002 0.094835000000000017 0.077565000000000009 -0.074084999999999998 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 -6 7 -2 -9 -10
right_child=1 3 -4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00099697823014955147 -0.00031929135901667043 0.00015683569285514031 -0.00054347324801461757 0.00088714166447138973 -0.00054797287691757846 0.00035891117350497304 0.00069697995477760346 0.00056004695222564786 0.00039656247269616302 -0.00039514758817414967
leaf_weight=0.0010782596871280513 0.0014094103784603271 0.0016916981180341367 0.0014590969877123381 0.0010631424387343112 0.0019050555764267086 0.0010863896569018837 0.0010231663511464529 0.0016282716227606344 0.0011421605330407397 0.0011502358532090966
leaf_count=503 828 112 197 234 350 117 174 378 107 121
internal_value=0 6.89555e-05 -2.53183e-05 0.000438674 5.55873e-05 -0.000218624 0.000184701 8.63629e-05 0.000232188 -6.87018e-07
internal_weight=0 0.0135586 0.0108038 0.00275484 0.00934469 0.00299145 0.00635324 0.00533008 0.00392067 0.0022924
internal_count=3121 2618 2272 346 2075 467 1608 1434 606 228
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=11
num_cat=0
split_feature=484 4 160 11 48 15 3 12 16 1
split_gain=0.000163929 0.000119994 9.93524e-05 8.36321e-05 0.000108592 0.000162053 0.000121823 9.4921e-05 9.33717e-05 9.03611e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.092070000000000013 0.078340000000000007 0.082620000000000013 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -0.056919999999999991 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -6
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00073173672663850249 -8.6892151631000501e-05 0.00070818018984693536 -0.00054715967042748889 -0.00047166660265139676 0.00013691131057456498 0.00030771941309103498 0.00072422634254665447 -0.00036918656366121235 -0.0008075808597245908 0.00093750024853902927
leaf_weight=0.0010816694680600208 0.0019330588054245236 0.0010203707137891064 0.0011242063756587888 0.0010124707620581134 0.0011748338767937948 0.0019632044883803944 0.0013945171827604436 0.0013401572204089734 0.0010758182618453224 0.0010063017721025358
leaf_count=515 210 216 159 154 257 201 64 948 263 134
internal_value=0 6.26074e-05 7.82593e-06 6.50642e-05 0.000120023 1.0707e-05 0.000238255 3.31021e-05 -0.000344573 0.000506276
internal_weight=0 0.0130449 0.0120246 0.0109004 0.00988789 0.00770676 0.00469788 0.00330336 0.00300888 0.00218114
internal_count=3121 2606 2390 2231 2077 1686 1213 1149 473 391
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=12
num_cat=0
split_feature=484 1 0 4 151 47 12 47 4 48 151
split_gain=0.000290923 7.24947e-05 0.000173799 0.000102508 9.66384e-05 8.08841e-05 0.000124967 0.000111255 9.98709e-05 0.000205841 6.38565e-05
threshold=-0.0068949999999999992 0.077565000000000009 0.051010000000000007 -0.49405499999999997 0.0033600000000000006 0.13148500000000005 0.10312500000000001 0.092530000000000015 -0.033174999999999989 0.086260000000000017 -0.0093999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -3 10 -10
right_child=1 4 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00099911682229102735 -0.00059431651444819423 -0.0001484147777997244 -0.00021790785646496054 0.00065372500668708889 -0.00033114589933269585 -0.00027268625528554852 0.00090618813971888061 -0.00037900185595164578 0.0011694328936067947 -0.00020830924963672657 0.00053696726755400506
leaf_weight=0.0010593460598404244 0.0018428928845448051 0.0012735736817038055 0.0010030529147720402 0.0010743536867707515 0.0013200927452236564 0.0010308007744328357 0.001152233835863159 0.0010486182610265496 0.0010504899381666719 0.0011252438504460033 0.0014762491698821151
leaf_count=503 1257 445 29 36 106 47 120 130 126 94 228
internal_value=0 6.82764e-05 -0.000155984 0.000232867 0.000161042 0.000240693 0.000314951 0.00020092 0.000324381 0.000489262 0.000799914
internal_weight=0 0.0133976 0.0039203 0.00207741 0.0094773 0.00815721 0.00712641 0.00597417 0.00492556 0.00365198 0.00252674
internal_count=3121 2618 1322 65 1296 1190 1143 1023 893 448 354
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=9
num_cat=0
split_feature=4 12 0 52 4 16 16 4
split_gain=3.17942e-05 7.59052e-05 7.3297e-05 8.10819e-05 9.07645e-05 9.29018e-05 4.31637e-05 2.57679e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.020119999999999996 -0.074319999999999983 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -2
right_child=7 -3 -4 4 6 -7 -8 -9
leaf_value=-0.025194847492826952 0.020146246658812161 -0.027771272428254157 0.020787525509737208 0.037626793415043075 -0.026911947675701726 -0.0032719515152149904 0.0017690409605993992 0.0014670067937017678
leaf_weight=0.0014318213719939164 0.0011866501602992045 0.0010987267078389771 0.0014215351800518361 0.0010666102785177615 0.0010557665795587015 0.0011588006276364541 0.0010432015925053591 0.0019555805890245862
leaf_count=460 134 404 148 886 231 405 161 292
internal_value=0 -0.00329405 0.000452788 -0.00456902 0.00226028 0.0163303 -0.0126573 0.00852114
internal_weight=0 0.00827646 0.00717774 0.0057562 0.00432438 0.00222541 0.00209897 0.00314223
internal_count=3121 2695 2291 2143 1683 1291 392 426
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=12
num_cat=0
split_feature=484 15 160 151 160 133 13 2 0 49 13
split_gain=0.000272689 0.00012962 0.000115075 9.02286e-05 0.000161609 0.000208068 0.000186884 0.000204232 0.000114436 0.000138737 6.83239e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.092070000000000013 -0.086944999999999981 -0.082299999999999984 -1.0000000180025095e-35 -0.083364999999999981 0.10402500000000002 -0.053834999999999994 -0.0055299999999999993 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7 9 -8 -10
right_child=1 2 -4 4 5 6 8 -9 10 -11 -12
leaf_value=-0.00096828779268721358 0.00059091132794367694 0.00060627849654485376 -0.00057001730222361921 -0.00066922136624636126 -0.00072917877273964411 0.0012011553786086633 -0.00026881630365835314 4.7420162748788387e-05 -0.0006887697162170582 0.00059742776888643324 6.5041629064889062e-08
leaf_weight=0.0010581215950940916 0.0015914938594793126 0.0010511092351196171 0.0012408215511866402 0.0012096618224921056 0.0010327637834256507 0.0012695535403865511 0.0011814823675733682 0.0011018667002922894 0.0010829802588635889 0.0017844458278992847 0.001132559775161468
leaf_count=503 232 183 156 389 650 115 99 89 198 467 40
internal_value=0 6.489e-05 -4.36978e-06 6.03398e-05 1.75658e-06 9.62929e-05 0.000209166 0.000665079 5.06695e-07 0.000252358 -0.000336645
internal_weight=0 0.0136787 0.0120872 0.0108464 0.00979531 0.00858565 0.00755289 0.00237142 0.00518147 0.00296593 0.00221554
internal_count=3121 2618 2386 2230 2047 1658 1008 204 804 566 238
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=11
num_cat=0
split_feature=484 4 160 151 160 133 0 0 2 1
split_gain=0.000229545 8.58623e-05 7.99148e-05 0.000100733 0.00010626 0.000166941 0.00021911 0.000144808 0.000141777 0.000131261
threshold=-0.0068949999999999992 0.42051500000000003 0.092070000000000013 -0.086944999999999981 -0.082299999999999984 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.096540000000000015 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -8 -9
right_child=1 -3 -4 4 5 6 8 9 -10 -11
leaf_value=-0.00089612872186746277 0.00065569704963869399 0.00061694619103240794 -0.00046622980155741514 -0.00053874716381240798 -0.00064627825819413786 6.4028536104695431e-05 -0.00061231085089074873 0.00033394149256503274 0.00017795863393044796 0.0012416246314395163
leaf_weight=0.0010201589764369549 0.0010403305800872923 0.0010157195960431064 0.0011589177624626015 0.0011771699487042051 0.0010478719622490995 0.0017909549678129981 0.001570475025152362 0.0011993680050843792 0.0019646900621863445 0.0012518776605136561
leaf_count=503 183 216 159 392 651 148 87 507 191 84
internal_value=0 6.91982e-05 2.36012e-05 7.50082e-05 1.46119e-05 8.84226e-05 0.000187411 0.000487849 -0.000173114 0.000797505
internal_weight=0 0.0132174 0.0122017 0.0110427 0.0100024 0.00882524 0.00777737 0.0042422 0.00353517 0.00245125
internal_count=3121 2618 2402 2243 2060 1668 1017 739 278 591
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=11
num_cat=0
split_feature=484 15 1 15 16 51 3 150 42 13
split_gain=0.000328486 9.26767e-05 0.000119464 0.000195619 0.000154442 0.000149915 0.000180416 0.0001373 0.000237733 9.43997e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.19444000000000003 0.095050000000000009 0.097915000000000016 0.087170000000000011 0.079510000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 8 -4 -3
right_child=1 9 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0010494584090936186 -0.00061817726917081631 0.00019144714451121972 0.00096996988626664405 0.00099504398297554247 0.00030931927025526528 0.00081009568562288652 -0.00053203330840029608 -0.00023902464798576718 -0.0001830581573829347 -0.00058828334814395539
leaf_weight=0.0010909074152910805 0.0015515173984723234 0.0010002698554641004 0.001636313161919247 0.0012008811070775794 0.0012434064142766909 0.0010866221517926017 0.0016576376226179815 0.0015621550987950511 0.0011856390507479771 0.0014805191428226812
leaf_count=503 456 264 181 201 164 90 153 110 180 819
internal_value=0 6.88021e-05 0.000145226 0.000262931 -0.000205552 0.000139596 1.90047e-05 0.000227353 0.000485527 -0.000273891
internal_weight=0 0.013605 0.0111242 0.00832925 0.00279492 0.00712837 0.00604174 0.00438411 0.00282195 0.00248079
internal_count=3121 2618 1535 915 620 714 624 471 361 1083
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=13
num_cat=0
split_feature=484 4 160 11 150 48 15 0 16 3 43 47
split_gain=0.000243305 9.7421e-05 9.08314e-05 9.50151e-05 0.000124705 0.000109529 0.000123194 0.00014859 0.000159763 0.000110809 5.95769e-05 4.17331e-05
threshold=-0.0068949999999999992 0.42051500000000003 0.092070000000000013 0.078340000000000007 0.11456000000000001 0.082620000000000013 -0.016799999999999995 -0.11013499999999998 0.0013750000000000001 -0.012304999999999998 -0.11720999999999999 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 -8 -9 -2 -10 -7
right_child=1 -3 -4 -5 -6 11 7 8 10 -11 -12 -13
leaf_value=-0.00091819088591993945 0.00018872208883108417 0.00065421988731912447 -0.00049132309572992789 -0.00048667214603466863 -0.00048236831098792828 0.00088112392274638542 0.00092800501106268915 -0.0005138125402875417 0.00074225567963235553 -0.00067762207584425667 0.00010670401260573713 0.00033049741461481418
leaf_weight=0.0010261149586072273 0.0010554699629307673 0.0010227332703849059 0.0011862887634749584 0.001032526109955482 0.001107721897884638 0.001053964856848064 0.0010495855676137724 0.0011435534077108471 0.0010014758331879092 0.0012280414371694827 0.0013073107278602789 0.0010629045359989587
leaf_count=503 336 216 159 156 103 239 72 945 28 69 149 146
internal_value=0 7.2875e-05 2.42554e-05 7.96434e-05 0.000138058 0.000215259 9.37799e-05 0.000281945 8.55288e-05 -0.000277186 0.000382385 0.000604648
internal_weight=0 0.0132516 0.0122288 0.0110426 0.01001 0.00890231 0.00678544 0.00450193 0.00345234 0.00228351 0.00230879 0.00211687
internal_count=3121 2618 2402 2243 2087 1984 1599 1194 1122 405 177 385
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=9
num_cat=0
split_feature=3 39 51 52 52 49 4 15
split_gain=3.36643e-05 7.18186e-05 7.24277e-05 9.33305e-05 5.47695e-05 0.000107264 8.45506e-05 8.8987e-05
threshold=0.16158000000000003 0.091820000000000013 0.08955500000000001 0.084960000000000022 -0.088204999999999992 -0.039339999999999993 -0.0016099999999999997 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.012215816478128878 0.016293925449479222 0.021771019919180436 -0.024475628155152324 -0.020754868510349595 0.034958804551418539 0.024538397446991048 0.010699539477860199 -0.029240608795827596
leaf_weight=0.0013786471632695283 0.0011358065396445205 0.0011471082264029467 0.0015507386782635446 0.0017983275745517332 0.0012891814599721215 0.001034207441332782 0.0010741093391730839 0.0011605840178986683
leaf_count=549 156 183 331 781 182 570 92 277
internal_value=0 -0.00183502 -0.00475116 -0.000796765 0.00524885 0.0105313 0.000897576 -0.0100433
internal_weight=0 0.0104329 0.0092858 0.00773506 0.00593673 0.00455808 0.0032689 0.00223469
internal_count=3121 2965 2782 2451 1670 1121 939 369
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=9
num_cat=0
split_feature=1 4 151 3 12 3 4 13
split_gain=3.35617e-05 6.94677e-05 8.28407e-05 4.90971e-05 0.000158938 4.81047e-05 4.32298e-05 2.34855e-05
threshold=0.094825000000000007 -0.15764999999999998 -0.0071249999999999985 0.083060000000000009 0.091200000000000017 0.13524500000000003 -0.49013999999999996 0.086705000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1 -6
right_child=3 2 -4 5 7 -7 -8 -9
leaf_value=-0.0068292451207308301 0.037998682576365322 0.0060303801152156479 -0.028141389888461345 -0.015548621392404746 -0.015522660783171844 0.0116891579839245 0.021651186504461205 0.0055802501343135275
leaf_weight=0.0010343513486396338 0.0014564345449891106 0.0011175874437692286 0.0019424995447200749 0.0017049010135015141 0.0010527873507612459 0.0010463416590273215 0.0010994528312522475 0.0010567019005900125
leaf_count=84 323 325 1721 118 203 171 66 110
internal_value=0 -0.00600408 -0.0156614 0.00484698 0.0125906 -0.00518966 0.00784543 -0.00495163
internal_weight=0 0.00519389 0.00306009 0.00631717 0.00356592 0.00275124 0.0021338 0.00210949
internal_count=3121 2196 2046 925 636 289 150 313
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=8
num_cat=0
split_feature=13 15 12 151 16 15 4
split_gain=2.7657e-05 5.76674e-05 4.64175e-05 7.10016e-05 0.00010057 5.96165e-05 6.81283e-05
threshold=-0.23438999999999996 0.084050000000000014 0.09334000000000002 -0.0083949999999999979 -0.13088499999999997 -0.037864999999999989 -0.084134999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.012173586353176384 -0.012378489175619766 -0.02389083098727993 -0.013065816413170792 0.035915662855488174 -0.011405459109963885 -0.0020413940587785686 0.031219658329721255
leaf_weight=0.0015418601747509237 0.0018210721314025589 0.0010308505508162613 0.0018819028441176147 0.0011350724893051164 0.0016561247414919717 0.0013278877467274852 0.0010679516310719331
leaf_count=169 437 1047 469 266 411 202 120
internal_value=0 -0.00194038 0.000604908 0.00427594 0.010123 0.00289773 0.0127848
internal_weight=0 0.00992086 0.00889001 0.00700811 0.00518704 0.00405196 0.00239584
internal_count=3121 2952 1905 1436 999 733 322
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=9
num_cat=0
split_feature=1 4 151 3 12 16 4 1
split_gain=2.95246e-05 5.48136e-05 7.71838e-05 4.56846e-05 0.000121686 4.54284e-05 3.4256e-05 2.30804e-05
threshold=0.094825000000000007 -0.15764999999999998 -0.0071249999999999985 0.083060000000000009 0.091200000000000017 -0.061854999999999993 -0.49013999999999996 0.12205500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -5 -1 -6
right_child=3 2 -4 5 7 -7 -8 -9
leaf_value=-0.0061375216220637061 0.033238545167742779 0.0063504229582099416 -0.02544295002285667 0.0056480868868749971 -0.012946758285318927 -0.019451813035079112 0.018284474921063706 0.007188046742116286
leaf_weight=0.0010322195771196585 0.0014307606934319999 0.0011174408219123601 0.0019132199518083629 0.0015793834598078985 0.00107451346746734 0.00115211539159496 0.0010918866750646034 0.001030232276903631
leaf_count=84 323 325 1721 186 242 103 66 71
internal_value=0 -0.00542264 -0.0137204 0.00439764 0.0116109 -0.00493877 0.00641649 -0.00309116
internal_weight=0 0.00515477 0.00303066 0.00626701 0.00353551 0.0027315 0.00212411 0.00210475
internal_count=3121 2196 2046 925 636 289 150 313
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=9
num_cat=0
split_feature=159 51 160 12 4 0 3 0
split_gain=2.78851e-05 5.94404e-05 8.17801e-05 8.57645e-05 6.40503e-05 9.68861e-05 8.75119e-05 5.94531e-05
threshold=-0.032739999999999991 0.095050000000000009 0.086870000000000017 -0.029094999999999999 0.053180000000000012 -0.11756999999999999 0.086245000000000016 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.015732311175329698 -0.020501986222754644 0.024047811777444025 -0.027920278939357265 -0.032345130460766362 -0.0037208322287536387 0.030982673485358176 0.018026776824734608 0.00021963041166373479
leaf_weight=0.0010288968527593185 0.0013809999098914677 0.0010529511982646832 0.0010077278627430896 0.0010170347444914234 0.0013615243405530712 0.0019663018999202305 0.001316023632082608 0.0012492997362418433
leaf_count=421 284 214 291 1263 117 248 98 185
internal_value=0 0.00152911 -0.00102077 0.00224865 0.00679536 0.0167843 -0.00248386 -0.0143941
internal_weight=0 0.0103519 0.00929891 0.00829118 0.00691018 0.00332783 0.00358236 0.00226633
internal_count=3121 2700 2486 2195 1911 365 1546 1448
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=11
num_cat=0
split_feature=484 42 47 42 1 15 4 16 13 15
split_gain=0.00023547 8.13617e-05 0.000122149 0.000132662 0.000108122 0.000110017 0.000138353 0.000112171 0.00012264 9.49315e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.11181500000000001 -0.03241999999999999 0.0061450000000000003 -0.0064149999999999997 -0.029529999999999997 -0.24436499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 -6
right_child=1 -3 -4 4 9 7 -8 8 -10 -11
leaf_value=-0.00090446087196931473 -0.000532548428956248 -0.00045817159172864606 0.00061905769460419437 -9.9888348365203837e-06 0.00022619285304478596 -0.00036972696762139676 0.00084717347360666636 -9.1447714799294387e-05 0.00080088756025045607 -0.00055123878710499176
leaf_weight=0.0010547392679073073 0.0014091213370460024 0.0010847167216265089 0.0015388182662095561 0.001179410167706757 0.0010107588395229009 0.0016532978433221272 0.0018748194346932283 0.0013737626957961852 0.0010407835723758533 0.0015001006639152738
leaf_count=503 779 311 112 257 125 455 159 123 167 130
internal_value=0 5.70842e-05 0.000101509 2.93839e-05 0.000111584 0.000234927 0.000516175 2.37606e-05 0.000293191 -0.00023828
internal_weight=0 0.0136656 0.0125809 0.0110421 0.00963293 0.00712207 0.00305423 0.00406784 0.00241455 0.00251086
internal_count=3121 2618 2307 2195 1416 1161 416 745 290 255
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=9
num_cat=0
split_feature=474 160 52 0 2 2 43 16
split_gain=2.81389e-05 7.31314e-05 7.25194e-05 9.17744e-05 5.29249e-05 9.27224e-05 7.14887e-05 6.14483e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 0.099515000000000006 0.11704500000000001 -0.074359999999999996 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.020487846250091243 0.015537724536362983 0.013545233802259891 0.025821538636700156 -0.026638494446842576 0.034103395907223902 -0.0052127933790635829 -0.0013309311578396535 -0.032086275084913601
leaf_weight=0.0016501316921321242 0.0010155336803289857 0.0015218719756524965 0.0010782232393394889 0.0011675447366452651 0.0011946556460688997 0.0011143608757519391 0.0016271294163050089 0.0010132338174382578
leaf_count=736 344 422 166 99 247 240 231 636
internal_value=0 -0.00156238 0.00202021 -0.00133937 0.00322511 0.0151289 -0.00337857 -0.0131332
internal_weight=0 0.0103672 0.00871702 0.0076388 0.00647125 0.00230902 0.00416224 0.00264036
internal_count=3121 2777 2041 1875 1776 487 1289 867
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=11
num_cat=0
split_feature=484 150 15 15 160 0 2 47 16 0
split_gain=0.000222336 7.46448e-05 9.5037e-05 0.000110546 7.91404e-05 0.000130058 8.8143e-05 7.26616e-05 0.000125671 7.39527e-05
threshold=-0.0068949999999999992 0.12187000000000002 -0.24436499999999997 -0.11713499999999999 0.086870000000000017 -0.10607499999999999 0.086285000000000014 0.085270000000000026 0.0039400000000000008 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7 -10
right_child=1 -3 3 4 -6 7 -8 -9 9 -11
leaf_value=-0.00089174016864343735 0.00065189843320373583 -0.00045220174214654474 -0.00054587399918789442 0.00094828602204423331 -0.00036482443304495707 -0.00053256920813664625 0.00022625949284188048 0.00034132755609976215 -0.00019505604837855202 0.00049171170053315604
leaf_weight=0.0010250330527529052 0.0010908870442457213 0.0010208745293383897 0.0010954195793481713 0.0011428969689575331 0.0011821581614198584 0.0017237964679209629 0.0015073998142458717 0.0018267592065266168 0.0011642279516047085 0.0012501438567868173
leaf_count=503 226 73 186 66 181 1189 152 158 345 42
internal_value=0 5.67666e-05 0.000100125 4.48662e-05 0.000110915 0.000176195 0.000537622 1.56084e-05 -0.000128178 0.000160547
internal_weight=0 0.0130046 0.0119837 0.0108928 0.00979738 0.00861522 0.0026503 0.00596493 0.00413817 0.00241437
internal_count=3121 2618 2545 2319 2133 1952 218 1734 1576 387
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=9
num_cat=0
split_feature=484 160 42 52 43 49 3 3
split_gain=2.55138e-05 5.5083e-05 6.63057e-05 7.25176e-05 8.9805e-05 5.42538e-05 8.74781e-05 8.82564e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 0.084740000000000024 -0.043469999999999995 -0.084074999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=-0.021066488399768359 0.012605193398572587 -0.019555866377333957 0.021163622322795644 0.029614757727530378 -0.024264444888695474 -0.020824953961977172 0.030638013078123541 -0.0098728457477566603
leaf_weight=0.001293810197527708 0.0013985246993184599 0.0013234893047713607 0.0016872644572523392 0.0010121480459361343 0.0011673127691879566 0.0013325039603315578 0.0011535822895752538 0.0010074179234808665
leaf_count=613 394 713 236 138 100 233 574 120
internal_value=0 -0.00181718 0.00105082 0.00475624 0.000792757 0.00643856 -0.000673234 0.0117526
internal_weight=0 0.00997753 0.00868372 0.00736023 0.00634808 0.00518077 0.0034935 0.002161
internal_count=3121 2727 2114 1401 1263 1163 927 694
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=12
num_cat=0
split_feature=484 4 0 160 12 2 2 15 13 4 0
split_gain=0.000151208 0.000105906 8.29189e-05 0.000127498 8.2944e-05 0.000115069 0.000118176 0.000133032 0.000100821 8.75037e-05 2.36751e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 -0.23091999999999999 0.086075000000000013 0.098810000000000023 0.096540000000000015 0.10559 -0.033689999999999991 -0.033284999999999988 -0.0024449999999999997 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -7 -8 -4 -10 -6
right_child=1 -3 3 -5 10 6 7 -9 9 -11 -12
leaf_value=-0.00069725847678207744 0.00054484933758147029 0.00067617392785232185 -0.00049425177785007788 -0.00069704731994731355 -9.9386430711317537e-05 0.00091232125725839689 0.00063196641661123095 -0.00033452518581456183 0.00049864051728164282 -0.00019145090104635105 -0.00051747078371450726
leaf_weight=0.0010790972420321862 0.001035399798299255 0.001010707235997701 0.001502143919657712 0.0010162079654311212 0.0010140820084313296 0.0011420758688067221 0.0010636639221928354 0.0011284243848573294 0.0013371895328189729 0.0014976363835951965 0.0010704134222006003
leaf_count=515 59 216 778 222 297 144 150 113 464 104 59
internal_value=0 6.69984e-05 1.48525e-05 -3.60913e-05 3.27581e-05 0.000127005 0.000400896 0.000134444 -8.3557e-05 0.000134066 -0.000314078
internal_weight=0 0.0128179 0.0118072 0.0107718 0.00975563 0.00767113 0.00333416 0.00219209 0.00433697 0.00283483 0.0020845
internal_count=3121 2606 2390 2331 2109 1753 407 263 1346 568 356
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=11
num_cat=0
split_feature=484 15 160 52 15 15 52 48 2 3
split_gain=0.000194375 0.000102627 0.000103059 0.00010058 0.000105306 8.7896e-05 0.000203865 0.000115253 0.000100599 0.000149174
threshold=-0.0068949999999999992 -0.24436499999999997 0.092070000000000013 -0.24164999999999998 -0.11713499999999999 -0.03241999999999999 -0.046924999999999988 0.086260000000000017 0.10097500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 9 -8
right_child=1 2 -4 4 5 6 8 -9 -10 -11
leaf_value=-0.00081855653686564755 0.00052766286653773331 -0.00053275410149823655 -0.00055614416581629446 -0.00045552441403994682 0.00077368940376143112 0.00081458957863101561 -0.00048374658186319327 -1.8415102720964136e-05 -0.00048331681389576959 0.00046196000730383741
leaf_weight=0.0010517444697272565 0.0015711868182584346 0.0010143602536981143 0.0011775511159984034 0.0010995496914123588 0.0017983602936523554 0.0010756947208720663 0.0010275000202332892 0.0011629138473598151 0.0018742530763267281 0.0017059779840684236
leaf_count=503 232 306 156 155 282 125 397 180 140 645
internal_value=0 5.65829e-05 -5.42651e-06 5.48506e-05 0.000116019 0.000188716 4.59997e-05 0.000462624 -0.000133431 0.000106474
internal_weight=0 0.0135073 0.0119362 0.0107586 0.00974425 0.0086447 0.00568343 0.00296127 0.00460773 0.00273348
internal_count=3121 2618 2386 2230 1924 1769 1307 462 1182 1042
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=11
num_cat=0
split_feature=484 1 16 13 12 3 16 42 3 2
split_gain=0.000245322 0.000103043 0.000105058 0.000115545 0.000126761 0.000173547 9.73276e-05 8.10686e-05 0.000168453 0.000103236
threshold=-0.0068949999999999992 0.13686500000000004 -0.014034999999999997 0.038215000000000006 0.090695000000000012 0.11924500000000002 -0.13088499999999997 0.086665000000000006 -0.10831999999999999 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -4 -10
right_child=1 -3 7 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00092968770540440373 0.00073977531955471399 0.00061114773144307552 0.00099613573508438007 -0.00060829366032306314 -0.0005950265807021382 -0.00055700286630950484 6.0662128063297572e-05 -0.00021896750877137044 -0.00031668996495048187 0.00046557218302815424
leaf_weight=0.001035947240644485 0.0014633529291062099 0.0011917723350218052 0.0011410795555473201 0.0016099871095733723 0.001130414989747793 0.0010365630952160476 0.0018210196192943293 0.0011927718909783029 0.0012401743719711775 0.001359792409475113
leaf_count=503 219 162 134 211 413 72 647 310 284 166
internal_value=0 6.12614e-05 6.62779e-06 -0.00014676 -1.04518e-05 0.000142481 0.000363241 0.000226158 0.000368079 9.24361e-05
internal_weight=0 0.0131869 0.0119952 0.00706134 0.00545135 0.00432094 0.00328437 0.00493382 0.00374105 0.00259997
internal_count=3121 2618 2456 1562 1351 938 866 894 584 450
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=9
num_cat=0
split_feature=3 39 51 52 2 12 12 16
split_gain=2.71586e-05 6.17059e-05 6.9527e-05 6.73213e-05 4.48734e-05 6.53877e-05 8.62469e-05 4.63745e-05
threshold=0.16158000000000003 0.091820000000000013 0.08955500000000001 0.084960000000000022 0.10882500000000002 0.084100000000000022 0.10345000000000001 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.033136628948461137 0.014712070466310229 0.020302114045510657 -0.023852800987857636 -0.017422679107550056 -0.012020580696006094 -0.022044238890342627 0.016982104684951014 0.004753873607018462
leaf_weight=0.0013405086977652933 0.0011248287822127724 0.0011394350188644016 0.0015273275792998678 0.0017980182915789469 0.0012619301310835378 0.0011520723192179443 0.001113681335869374 0.001008945097851684
leaf_count=162 156 183 331 781 268 859 112 269
internal_value=0 -0.0016497 -0.00436774 -0.000490283 0.00468992 0.00925905 -0.0028617 0.020948
internal_weight=0 0.0103419 0.00920248 0.00767516 0.00587714 0.00461521 0.00226575 0.00234945
internal_count=3121 2965 2782 2451 1670 1402 971 431
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=10
num_cat=0
split_feature=2 1 15 1 12 3 13 3 2
split_gain=2.74533e-05 6.32116e-05 6.53092e-05 0.000103982 0.000165386 5.04359e-05 0.000103721 6.45748e-05 7.91754e-06
threshold=0.096540000000000015 0.077565000000000009 -0.016799999999999995 0.10171500000000001 0.10227500000000002 0.013900000000000001 -0.39067499999999994 -0.14477499999999996 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -2 -8
right_child=5 2 -4 4 -6 6 8 -9 -10
leaf_value=-0.024830905132507644 -0.00055440567421286219 0.014051064284313658 0.019418793892958745 -0.049402673680965119 0.0074249270336087733 0.020898489672120144 -0.022883354247328805 0.033662435582509066 -0.010356177053322643
leaf_weight=0.0012366142873632621 0.0010895521514088238 0.0014265696615651784 0.0013244957748392277 0.0010287374859236581 0.0010198262716414053 0.0011613490002844139 0.0010078530615647008 0.0011169804616956321 0.0010102538637255798
leaf_count=1190 159 210 472 175 54 112 92 572 85
internal_value=0 -0.00467038 0.000523933 -0.00667756 -0.0211125 0.00515063 -0.00291087 0.0167667 -0.0166123
internal_weight=0 0.00603624 0.00479963 0.00347513 0.00204856 0.00538599 0.00317946 0.00220653 0.00201811
internal_count=3121 2101 911 439 229 1020 289 731 177
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=8
num_cat=0
split_feature=4 0 2 52 3 49 3
split_gain=2.95836e-05 4.28813e-05 9.03317e-05 9.25823e-05 7.15156e-05 9.33888e-05 3.94455e-05
threshold=0.26790000000000008 -0.061629999999999997 0.10097500000000002 -0.087769999999999987 0.090900000000000009 -0.0020949999999999996 -0.13309499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -2
right_child=6 2 -4 -5 -6 -7 -8
leaf_value=-0.039350812698912566 -0.0031277548839584372 -0.0059671034926635138 -0.01438643679700265 0.033936463204154631 0.0060927832611347259 -0.0039387966193582275 0.022280518656432331
leaf_weight=0.0012497119087676849 0.0012095973666162996 0.0010005975570353681 0.0014550383487550791 0.0013879877286081367 0.0019796839277632927 0.0018429759826349675 0.0012346952819997517
leaf_count=403 83 109 260 101 147 1724 294
internal_value=0 -0.00271137 0.00525543 0.0172205 -0.00874827 -0.0182483 0.00970683
internal_weight=0 0.008916 0.00384362 0.00238859 0.00507237 0.00309269 0.00244429
internal_count=3121 2744 470 210 2274 2127 377
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=8
num_cat=0
split_feature=4 15 156 1 16 4 2
split_gain=2.44446e-05 3.94267e-05 3.68973e-05 4.45734e-05 8.89241e-05 6.77622e-05 9.45853e-05
threshold=0.27287000000000006 -0.43375999999999998 0.08426500000000002 0.11551000000000002 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.021960686889483841 -0.0034240683129832371 0.022630616037290031 -0.020079307017252128 0.013288503639701858 -0.022593430354954917 0.025568853366722318 0.012804208520063858
leaf_weight=0.0019339320407893738 0.0012082882605862887 0.001118345581217854 0.0010435324632461019 0.0018985023746351613 0.0014077074441601377 0.0010785596751067333 0.001627743186300881
leaf_count=412 167 185 404 162 1284 198 309
internal_value=0 0.00909966 -0.00240057 -7.89866e-05 -0.00427516 0.00403853 -0.00361165
internal_weight=0 0.00232663 0.00898998 0.00794644 0.00604794 0.00411401 0.00303545
internal_count=3121 352 2769 2365 2203 1791 1593
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=9
num_cat=0
split_feature=484 160 13 1 4 4 1 16
split_gain=2.63296e-05 4.31327e-05 6.6839e-05 8.00779e-05 5.46046e-05 0.000131897 8.56232e-05 0.000107193
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.084034999999999985 0.090475000000000014 0.0061450000000000003 -0.097604999999999983 0.10727500000000002 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -8
right_child=-2 2 4 -5 6 -7 7 -9
leaf_value=-0.018987615113461653 0.01282789040996828 -0.002953953100874103 0.0031483323385506435 0.031987042447753369 0.024872763979365324 -0.044439224847316675 -0.032758586864490041 0.0098713730572062425
leaf_weight=0.0012783745016600864 0.0013949821000435606 0.0013520177183750069 0.0013858661347259024 0.0012739311980063896 0.001169524748764094 0.0010046694698210162 0.0010189711637164363 0.0014005959036214803
leaf_count=613 394 339 204 202 242 953 96 78
internal_value=0 -0.00184808 0.000698035 0.013997 -0.00514221 -0.0168513 0.00265668 -0.00808171
internal_weight=0 0.00988395 0.00860558 0.00262595 0.00597963 0.00239054 0.00358909 0.00241957
internal_count=3121 2727 2114 541 1573 1157 416 174
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=9
num_cat=0
split_feature=474 52 52 12 52 16 1 52
split_gain=2.59487e-05 4.77422e-05 0.000111731 4.72269e-05 5.31651e-05 6.83453e-05 6.30589e-05 4.44349e-05
threshold=0.084660000000000027 -0.081429999999999989 -1.0000000180025095e-35 0.098810000000000023 0.091275000000000009 0.10246000000000001 0.10612500000000001 -0.22660999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 6 -6 -4 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.0028566367268170732 0.015230286203327399 -0.031655900549470983 0.0094685674549539502 -0.014718120532276264 -0.00060757548987653697 0.035406089759607656 -0.019116076685231995 0.026634618785318354
leaf_weight=0.0010060680512741431 0.001013293218687387 0.0013160034553011749 0.0016997118256233893 0.0016270170894889567 0.0010744991477629759 0.0010340963927497338 0.0014136089149027278 0.0010380401592789946
leaf_count=325 344 366 786 298 502 34 183 283
internal_value=0 -0.00154769 -0.00496933 0.000158421 0.00479358 0.0170542 -0.00351034 0.0121196
internal_weight=0 0.010209 0.00816494 0.00684893 0.00522192 0.0021086 0.00311332 0.00204411
internal_count=3121 2777 2169 1803 1505 536 969 608
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=11
num_cat=0
split_feature=14 147 159 52 51 48 1 52 4 13
split_gain=0.000175862 9.94809e-05 0.000135209 7.61361e-05 0.000130106 0.00010489 0.000111718 0.000157344 0.000149763 0.0001184
threshold=0.023790000000000002 1.0000000180025095e-35 -0.032739999999999991 -0.24456499999999998 0.095050000000000009 0.092065000000000022 0.111945 -0.077024999999999996 -0.0016099999999999997 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 9 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00067553806446506593 -0.00080086638551265827 0.00058744093421365994 -0.00044486773631355065 0.00058260708981298448 0.00077605201167415855 -0.00039479980495185212 0.00070786603992329191 0.00046352916237262176 -0.00064124678679339101 -0.00038225322835003402
leaf_weight=0.0010514613618543287 0.001005694584961094 0.0012026870224197137 0.0010303916021319444 0.0014864623911678143 0.0010254593482030326 0.0017267325940810265 0.0011349364968954584 0.0015870627196562194 0.0015608675165949722 0.0010622771116621105
leaf_count=406 113 166 340 264 158 199 222 847 278 128
internal_value=0 5.05123e-05 -4.84309e-06 6.15972e-05 0.000116049 3.69678e-05 0.0001461 3.41802e-05 -0.000159448 0.000124405
internal_weight=0 0.0128683 0.0116657 0.0106142 0.0095838 0.00855834 0.00683161 0.00569667 0.00421021 0.00264934
internal_count=3121 3008 2842 2436 2096 1938 1739 1517 1253 975
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=12
num_cat=0
split_feature=14 147 159 51 157 4 3 4 12 48 4
split_gain=0.000225579 0.000111677 0.000100002 8.34478e-05 8.81594e-05 9.46274e-05 0.000151017 7.66356e-05 7.35056e-05 6.96791e-05 2.64271e-05
threshold=0.054835000000000009 1.0000000180025095e-35 -0.032739999999999991 0.095050000000000009 -0.06266999999999999 -0.0024449999999999997 -0.074084999999999998 -0.49405499999999997 0.084100000000000022 0.08975000000000001 0.10637500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -9 10 -8
right_child=-2 -3 3 -5 5 6 9 8 -10 -11 -12
leaf_value=-0.00058737517284984664 -0.00090695647936651371 0.00061884082201795181 0.00054395611554789716 0.00054766517932449722 -0.00029884043308027605 0.00022871132813810676 -0.00093015597194394894 0.00066015404223132253 1.8996000329626442e-05 -0.00011224853794150322 -0.00048661107461634464
leaf_weight=0.0010261251435819121 0.0010074103351434124 0.0012279474535044918 0.0010012226332191112 0.0011698899917712809 0.0010098471944000086 0.0016653883072837729 0.0010596101738806181 0.0013461275984225499 0.0014049866039752524 0.0011523620056945981 0.0010075328013386333
leaf_count=406 110 167 287 193 83 305 114 215 964 88 189
internal_value=0 5.59813e-05 -2.37867e-06 5.31156e-05 -6.85787e-06 -7.06442e-05 -0.000250637 0.000163138 0.000332716 -0.000498595 -0.000713971
internal_weight=0 0.013071 0.0118431 0.010817 0.00964708 0.00864585 0.00488489 0.00376096 0.00275111 0.0032195 0.00206714
internal_count=3121 3011 2844 2438 2245 1958 696 1262 1179 391 303
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=11
num_cat=0
split_feature=14 484 15 15 0 48 47 4 13 3
split_gain=0.000194723 0.000144665 0.000153364 9.18015e-05 0.000131069 0.000259887 0.000127566 0.000116856 0.000111765 5.1356e-05
threshold=0.054835000000000009 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.085270000000000026 -0.023539999999999995 -0.074044999999999986 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 7 8 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00064567492637386374 -0.00083369444888693961 0.00082770484414092325 -0.00049480296191271715 0.0011565111036377904 0.00035464069939740417 -0.00027059240470885329 0.00036504606341236287 -0.00079127716920283193 -0.00036487167785263677 0.00054352919673210528
leaf_weight=0.0010341902477868552 0.0010152719121160484 0.0010682826064543705 0.0010749450301893058 0.0010370583374102018 0.0014517918923321108 0.0012954507386242486 0.0019347660208525056 0.0011037555970878823 0.0019380412924966145 0.0010652371336927133
leaf_count=491 110 222 174 99 356 87 161 533 817 71
internal_value=0 5.791e-05 0.000118702 4.92212e-05 0.000108736 0.000420225 -5.59038e-05 -0.000237149 -5.67202e-05 0.000845912
internal_weight=0 0.0130035 0.0119693 0.010901 0.0098261 0.00339775 0.00642835 0.00449359 0.00338983 0.0021023
internal_count=3121 3011 2520 2298 2124 257 1867 1706 1173 170
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=13
num_cat=0
split_feature=14 484 15 15 0 48 42 43 16 42 3 0
split_gain=0.000270801 0.000233557 0.000220463 0.000121752 0.000131249 0.000262629 0.000139456 0.000181825 0.00012694 0.000151897 4.5449e-05 2.1832e-05
threshold=0.062655000000000016 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 -0.088934999999999986 -0.16318499999999997 0.22339500000000004 1.0000000180025095e-35 0.083060000000000009 0.030935000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -6 -8 9 11 -5 -9
right_child=-2 2 3 4 6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00099990679038867601 -0.0011543428512113452 0.00077111811643367618 -0.00069716519906030559 0.00098022585284712705 -0.00086355661675303929 -0.00039325368289642044 0.0006704230239850253 8.4129332214074969e-05 -0.00076032038729316627 -0.00055217766900127565 0.00041559796801757948 0.000488127743349146
leaf_weight=0.0010309748680635234 0.0010081588334769779 0.0011978153028607578 0.001224447443269606 0.0010429627277279262 0.001044480256740447 0.0014423683888338257 0.0010105685650891897 0.0010061693108171224 0.0013270441867289963 0.001369097015804675 0.0011551603760749166 0.0010519381834312447
leaf_count=479 104 228 176 99 286 87 81 405 283 763 72 58
internal_value=0 -0.000101917 -2.99933e-05 -0.00011219 -4.36458e-05 0.00025689 -0.000204323 -8.48815e-05 -0.00024543 -4.60598e-05 0.000683502 0.000290621
internal_weight=0 0.013903 0.0128721 0.0116742 0.0104498 0.00364049 0.0068093 0.00576482 0.00475425 0.0034272 0.00219812 0.00205811
internal_count=3121 3017 2538 2310 2134 258 1876 1590 1509 1226 171 463
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=11
num_cat=0
split_feature=484 15 151 160 133 13 2 15 0 15
split_gain=0.000238752 0.000118892 8.42047e-05 0.000119451 0.00016915 0.000181618 0.000205866 0.000111833 0.000118721 0.000110005
threshold=-0.0068949999999999992 -0.24436499999999997 -0.08718999999999999 -0.082299999999999984 -0.0061299999999999992 -0.083364999999999981 0.10402500000000002 1.0000000180025095e-35 -0.052984999999999997 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 9 -7
right_child=1 2 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.00092994953888164819 0.00056101389742518144 0.00049297528018337627 -0.00064403729109759479 -0.00073176092058110031 0.0010326355086148298 -2.0846132831345658e-05 -9.3407331028628955e-05 -0.00063901068515471299 -0.00034299888307344207 0.00075823825739113938
leaf_weight=0.0010080799612420819 0.0016004990055960818 0.001161175087346312 0.0012065835736053835 0.0010478061467605248 0.0014322131822517075 0.001722954435353165 0.0011064527658833298 0.0011337990819772006 0.0018384168047582837 0.0011699407580131873
leaf_count=503 232 203 389 637 152 158 98 400 194 155
internal_value=0 5.94791e-05 -8.43551e-06 -6.30627e-05 1.11042e-05 0.000103727 0.000541861 -8.59161e-05 4.6626e-05 0.00029423
internal_weight=0 0.0134198 0.0118193 0.0106582 0.00945158 0.00840378 0.00253867 0.00586511 0.00473131 0.0028929
internal_count=3121 2618 2386 2183 1794 1157 250 907 507 313
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 42 43 16 2 4
split_gain=0.000142941 0.000102112 9.45742e-05 7.53961e-05 7.94021e-05 0.000139536 0.000110273 0.000119554 0.000104112 8.71198e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 -0.088934999999999986 -0.083879999999999996 0.22339500000000004 0.092875000000000013 -0.093124999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -6 -7 9 -4 -8
right_child=1 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00068675057306445643 0.00053827671618982128 -0.00054804942299314572 0.00068724674011299766 -0.0004406759254894601 -0.00068354072410740485 0.00051658572993675412 0.00055205598897578774 -0.00063948362305482457 -4.4339809519311417e-05 -0.00020242283273778813
leaf_weight=0.0010680401717791778 0.0015128877796327716 0.001108522059946008 0.0017285211571033158 0.0010589123042281092 0.0010077558412720294 0.0017363246818044992 0.001117618536064521 0.0010537613633657956 0.001318222217415909 0.0012426579647797965
leaf_count=515 232 185 105 135 267 293 73 239 162 915
internal_value=0 5.9709e-05 -3.95613e-06 5.48078e-05 0.000111807 -1.62873e-05 0.000114272 -9.0338e-05 0.000370714 0.000154832
internal_weight=0 0.0128852 0.0113723 0.0102638 0.00920486 0.00615812 0.00515036 0.00341404 0.00304674 0.00236028
internal_count=3121 2606 2374 2189 2054 1787 1520 1227 267 988
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=8
num_cat=0
split_feature=4 12 12 12 151 3 15
split_gain=2.92531e-05 7.46448e-05 6.32848e-05 9.5582e-05 8.56695e-05 0.000109544 3.45288e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.0038099999999999996 0.076840000000000006 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=0.024259269943126036 0.017628800558564684 -0.02757947750446962 0.019295033692331254 -0.031522464151106759 0.012663700834847894 -0.022896601998020204 -0.0033308480076133275
leaf_weight=0.0012495153975989326 0.0017059950760027823 0.0011009221573649022 0.0014199104799854246 0.0010524356732533515 0.0016272989190752986 0.0018523689653064807 0.0014574617950446492
leaf_count=180 266 404 618 1144 164 185 160
internal_value=0 -0.00332841 0.000378928 -0.00426669 0.00179883 -0.0062665 0.00797231
internal_weight=0 0.00830245 0.00720153 0.00578162 0.00472918 0.00347967 0.00316346
internal_count=3121 2695 2291 1673 529 349 426
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=12
num_cat=0
split_feature=484 15 15 160 0 42 3 4 2 13 3
split_gain=0.000119677 8.05072e-05 0.000108647 7.13903e-05 8.67666e-05 0.000133243 0.000122496 9.90356e-05 0.000123762 9.90721e-05 2.91864e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 -0.088934999999999986 -0.045649999999999989 -0.0029599999999999995 0.10097500000000002 -0.033284999999999988 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 8 9 -7 -8
right_child=1 2 3 -5 5 7 10 -9 -10 -11 -12
leaf_value=-0.00064491785367308736 0.00047500972817337861 -0.00059017967221439529 0.00092403391261186194 -0.0004300354473273433 -0.00067389381439915863 0.00017688992755166905 -0.00014034136009035406 -0.00035780696420197663 -0.00013337379115584364 0.0010182286515185001 0.00032272558827673733
leaf_weight=0.001038862423127433 0.0014933015804591892 0.0011163785695123317 0.0010400142541164281 0.0010555671048122503 0.0010204994233394557 0.001145655740834394 0.0010041801913438274 0.0013442716517194963 0.0017153892315924773 0.0010147118631472925 0.0010927679486389397
leaf_count=515 232 185 91 135 267 647 83 277 249 347 93
internal_value=0 4.65899e-05 -8.80328e-06 5.34063e-05 0.000107824 -2.58988e-05 0.000373847 0.000100782 0.00025984 0.000572062 0.000100973
internal_weight=0 0.0130427 0.0115494 0.0104331 0.00937749 0.00624053 0.00313696 0.00522003 0.00387576 0.00216037 0.00209695
internal_count=3121 2606 2374 2189 2054 1787 267 1520 1243 994 176
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=10
num_cat=0
split_feature=1 150 15 150 16 1 16 160 52
split_gain=2.63939e-05 4.88121e-05 6.01032e-05 5.80694e-05 0.000122046 8.14433e-05 6.15452e-05 4.2584e-05 8.90827e-05
threshold=0.13686500000000004 0.11456000000000001 -0.24436499999999997 0.081835000000000019 -0.36241499999999999 0.11453000000000001 -0.084119999999999986 -0.027994999999999996 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9
right_child=-2 -3 3 -5 5 -7 7 8 -10
leaf_value=0.023164714082815493 0.014788314805948083 -0.022163550841555742 -0.037068689034601879 0.016939206001244846 -0.027683617182633 0.024865751006687156 0.016006205297659427 -0.029920621958365857 0.0075237176914283209
leaf_weight=0.001045481208326233 0.0010667355893235067 0.00105078374827454 0.0010656493038366157 0.00132208350127369 0.001014493991304545 0.001056014705975529 0.0011610756919852084 0.0010343077277428702 0.0016472383248056569
leaf_count=148 169 111 155 267 579 102 433 831 326
internal_value=0 -0.00172871 0.000568722 -0.00227721 -0.00591763 -0.000303667 -0.0057759 7.97412e-06 -0.00691906
internal_weight=0 0.0103971 0.00934634 0.00830086 0.00697878 0.00591313 0.00485712 0.00384262 0.00268155
internal_count=3121 2952 2841 2693 2426 2271 2169 1590 1157
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=9
num_cat=0
split_feature=51 42 15 43 0 15 16 0
split_gain=2.98414e-05 5.90177e-05 4.6666e-05 3.89432e-05 6.06186e-05 7.11795e-05 6.68813e-05 7.90144e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 -0.018314999999999994 -0.083684999999999996 -0.10151999999999999 -0.03241999999999999 -0.073849999999999985 -0.18901999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 -5
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=-0.026305414371604881 -0.020312341042344681 0.019360981001073693 0.0040873176500562337 -0.01437200977773892 0.009333216154394329 -0.020957872605710609 0.031549909597872704 0.020959906554229239
leaf_weight=0.0010164441670264886 0.0010362564886360571 0.0015382611346503386 0.0010044162706105146 0.001384084085290449 0.0013319992747541723 0.0018576497924333703 0.0010723704509977582 0.0011663227094786625
leaf_count=313 747 384 224 113 418 660 84 178
internal_value=0 0.00219667 -0.0111995 0.00498987 0.00174484 -0.0083083 0.0105961 0.00178558
internal_weight=0 0.00938694 0.00202086 0.00835069 0.00681243 0.00318965 0.00362278 0.00255041
internal_count=3121 2584 537 1837 1453 1078 375 291
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=9
num_cat=0
split_feature=50 160 13 13 16 151 13 16
split_gain=2.48106e-05 4.45459e-05 9.14543e-05 8.41262e-05 0.000154655 0.000103871 5.00577e-05 4.86642e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.084034999999999985 0.05868000000000001 0.033715000000000009 -0.0083949999999999979 -0.16152999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=0.01851303936647682 -0.014568038171189632 0.0032448766303626825 -0.02860597433570039 -0.0071034001847635119 -0.050404390320882411 0.010241346816198493 0.031305717447741389 0.02131832636000781
leaf_weight=0.0013191780799933156 0.0010813040945431085 0.0015982307133693661 0.001132569346110909 0.0012166177287179641 0.0010133812947413791 0.0017546094263597169 0.001055616780827961 0.0011933374265607911
leaf_count=434 597 143 179 153 345 711 404 155
internal_value=0 0.00135607 -0.00116872 -0.00771882 -0.0167944 -0.0049975 0.0144066 0.00697019
internal_weight=0 0.0102835 0.00896436 0.00631052 0.00390056 0.00288718 0.00265385 0.00240996
internal_count=3121 2524 2090 1543 1235 890 547 308
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=9
num_cat=0
split_feature=1 42 43 2 15 16 16 1
split_gain=2.77901e-05 6.29406e-05 7.7191e-05 0.00013518 5.52399e-05 0.000105802 0.000107652 2.55047e-05
threshold=0.098700000000000024 0.085505000000000012 0.0034250000000000005 0.084245000000000014 -0.016799999999999995 -0.071854999999999988 -0.45661999999999997 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -5
right_child=4 -3 -4 7 -6 -7 -8 -9
leaf_value=0.020784831369379687 -0.0056645709550353553 -0.027140220192604265 0.019760963182184836 -0.033616658005797995 0.023178958416028378 -0.020253913016233756 0.034158893281454647 -0.01163230517680614
leaf_weight=0.0010452512397741863 0.0015712958467495662 0.0010566760726257703 0.0013727879448930886 0.0011106228460422271 0.0012666773298676661 0.0016838039465614427 0.0011950824708775818 0.0010054309700730929
leaf_count=271 174 964 236 709 216 250 182 119
internal_value=0 -0.00516143 -3.92417e-05 -0.00863743 0.00475412 -0.000490236 0.0115393 -0.0231709
internal_weight=0 0.00559077 0.00453409 0.00316131 0.00571686 0.00445018 0.00276638 0.00211605
internal_count=3121 2299 1335 1099 822 606 356 828
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=10
num_cat=0
split_feature=484 15 15 4 4 15 16 4 16
split_gain=0.000156438 0.00010014 9.48174e-05 0.000103233 9.05283e-05 0.000174941 9.10161e-05 0.000148926 9.04302e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.181285 -0.0024449999999999997 -0.022504999999999997 -0.0064149999999999997 -0.17966999999999997 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -6
right_child=1 2 3 -5 8 6 7 -9 -10
leaf_value=-0.00071788408415818445 0.00053270935253537299 -0.0005532768170476162 0.00075600830604770418 0.00050309337975686867 -0.00064774608115668352 -0.00048348090191729898 -0.00021720201076378529 0.00071052228098656301 2.9248641196314927e-05
leaf_weight=0.0010794776447256406 0.0015151364463138273 0.0010919628206174101 0.0012701298989606681 0.001653718681252401 0.0014943011763590944 0.0013965607999689386 0.0017900508356174516 0.0010587355834150406 0.0015407386357300973
leaf_count=515 232 185 343 134 210 961 173 182 186
internal_value=0 5.93656e-05 -4.12308e-06 5.46423e-05 -3.20907e-05 0.000117573 -7.34352e-05 0.000127582 -0.00030407
internal_weight=0 0.0128113 0.0112962 0.0102042 0.00855052 0.00551548 0.00424535 0.00284879 0.00303504
internal_count=3121 2606 2374 2189 2055 1659 1316 355 396
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=11
num_cat=0
split_feature=484 41 16 16 3 0 52 51 4 1
split_gain=0.000151771 8.38629e-05 8.34301e-05 0.000190997 0.000183778 0.00015727 0.00011863 0.000117506 6.0828e-05 5.47527e-05
threshold=-1.0000000180025095e-35 0.078065000000000009 -0.014034999999999997 -0.071854999999999988 -0.12018999999999998 -0.053834999999999994 0.096795000000000006 0.080335000000000018 0.181285 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -6 -7 8 -2 -10
right_child=1 -3 4 -5 5 6 -8 -9 9 -11
leaf_value=-0.00071517867124755202 -0.00049222898812402015 -0.00049018571204066967 0.000954333557697096 -0.00082479758649873223 0.00053627087199354187 -0.00065680235676728862 0.0002380715190140649 0.00053913766679127267 0.00038771628284579499 -0.000172550542469312
leaf_weight=0.0010685834612580965 0.0010481490964678081 0.0010013964370178272 0.0012126558385893169 0.0010235177883331052 0.0016927603893530313 0.0012569068457146558 0.0010414741030280728 0.0016294089131649366 0.0011564388182100233 0.0015963302138891152
leaf_count=515 723 136 126 294 550 172 41 251 122 191
internal_value=0 5.43379e-05 0.000101113 -4.7836e-05 0.000285842 8.27292e-05 -0.000251305 9.86071e-05 -9.02432e-05 6.28177e-05
internal_weight=0 0.012659 0.0116576 0.00645384 0.0052038 0.00399114 0.00229838 0.00543033 0.00380092 0.00275277
internal_count=3121 2606 2470 1581 889 763 213 1287 1036 313
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=9
num_cat=0
split_feature=4 15 156 42 42 43 2 4
split_gain=2.6746e-05 3.98467e-05 3.67848e-05 4.63964e-05 6.55853e-05 8.45041e-05 5.85054e-05 5.97399e-05
threshold=0.27287000000000006 -0.43375999999999998 0.08426500000000002 0.092620000000000022 -1.0000000180025095e-35 -0.075574999999999989 0.11144000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.0163667356844918 -0.0031591947279445381 0.02302082427791392 -0.020208584525506872 -0.018815010307679323 0.03171996253498198 -0.018408862368017986 0.018137105774112476 0.011362879699979372
leaf_weight=0.001406990379799633 0.0012101425525969088 0.0011189093784939931 0.001048719685023119 0.0011550315797702257 0.0011653107843737544 0.0017448026511037574 0.0013880500969399856 0.0010982223677631548
leaf_count=767 167 185 404 493 517 412 95 81
internal_value=0 0.00941806 -0.00260404 -0.000284204 0.00286183 0.00787526 0.00130802 -0.00690844
internal_weight=0 0.00232905 0.00900713 0.00795841 0.00680338 0.00539639 0.00423108 0.00284303
internal_count=3121 352 2769 2365 1872 1105 588 493
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 2 4
split_gain=2.61938e-05 4.87948e-05 7.24782e-05 5.97448e-05 7.8306e-05 8.65854e-05 5.53239e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.18113999999999997 0.10097500000000002 -0.043364999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.021374667147709858 -0.015002487190423948 -0.018334045649007282 -0.011968006010434061 0.033564323796834328 0.025759683706049946 -0.014655066201818751 -0.0038317037965317022
leaf_weight=0.0010960622438800941 0.0010705406213453094 0.0019002882534997515 0.00183605722307713 0.0010403450039060437 0.001627976008256633 0.0016926748138923193 0.0010325120460239318
leaf_count=218 597 334 491 67 802 291 321
internal_value=0 0.00143812 -0.000955309 0.00361268 0.00891666 0.00302621 0.0142755
internal_weight=0 0.0102259 0.00912985 0.00722957 0.00539351 0.00435316 0.00266049
internal_count=3121 2524 2306 1972 1481 1414 1123
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=12
num_cat=0
split_feature=484 15 15 160 15 3 16 15 4 16 47
split_gain=0.000142458 0.000100531 0.000116759 0.000109474 8.18366e-05 0.00020608 0.000149048 0.000132416 0.000117189 0.000198988 9.21794e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.03241999999999999 -0.074084999999999998 -0.013324999999999998 0.081070000000000017 -0.49405499999999997 0.16703000000000004 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -6 -8 -10 -7
right_child=1 2 3 -5 6 10 8 -9 9 -11 -12
leaf_value=-0.00068772621470267821 0.00052229931599561416 -0.00061507783620045069 0.0010320035724807352 -0.00052070322020711195 -0.00089817448342551659 0.00043498556805555879 -0.00032303581445138356 8.7034910551894728e-05 0.00084102902991278685 -0.00024763817640205025 -0.00038625491533520048
leaf_weight=0.0010705776290428756 0.0015661972953676375 0.0010988264703334577 0.0011794922000527789 0.0011240003295811514 0.0011026131800104485 0.001011222057855669 0.0010959673574167939 0.0010003456498480397 0.0017300278890070588 0.0010296954807488719 0.0010939316187113246
leaf_count=515 232 185 311 135 93 242 125 853 286 77 67
internal_value=0 5.63339e-05 -7.31395e-06 5.71028e-05 0.000127365 0.000375861 -9.6161e-06 -0.000429525 0.000219409 0.00043483 8.23243e-06
internal_weight=0 0.0130323 0.0114661 0.0103673 0.0092433 0.00328465 0.00595865 0.00210296 0.00385569 0.00275972 0.00210515
internal_count=3121 2606 2374 2189 2054 620 1434 946 488 363 309
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=9
num_cat=0
split_feature=376 12 4 15 12 0 1 13
split_gain=2.70692e-05 4.89318e-05 6.31316e-05 0.000144599 7.99463e-05 7.43164e-05 5.79493e-05 5.41779e-05
threshold=0.048375000000000008 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 0.078300000000000008 -0.10836499999999999 0.086560000000000012 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 7 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.022400648020144211 0.014969002259320439 -0.015732821309753554 -0.025048291844173117 0.044896645543163138 0.0073583034031067772 0.008832130224467577 -0.02264671881445814 0.013247176449595936
leaf_weight=0.0010264701134207179 0.0010779414586161067 0.0011125894537693346 0.0012650209764722628 0.0011800997704235075 0.0010926506289543861 0.0013261032406242184 0.0016863319392137598 0.0015352726900923275
leaf_count=248 166 854 125 79 293 141 635 580
internal_value=0 -0.00169214 0.000618853 0.00843942 0.0268497 -0.00770874 -0.00815746 0.00107024
internal_weight=0 0.0102245 0.00919807 0.00486387 0.00227275 0.00259112 0.00433419 0.00264786
internal_count=3121 2955 2707 638 372 266 2069 1434
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=8
num_cat=0
split_feature=474 160 42 43 2 15 43
split_gain=2.68682e-05 6.24538e-05 6.47734e-05 7.94731e-05 7.54976e-05 9.49968e-05 0.00012756
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.074054999999999996 0.0010100000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.019693528804572258 0.01543840767238438 -0.018825782350153072 0.023788998973237996 -0.017035677318496811 0.027471453667204684 -0.028404373898089037 0.019434787282138134
leaf_weight=0.0016123203143967669 0.001013761246531966 0.0012995799714744308 0.0017791716958006675 0.0018434584608007154 0.0014700312761245123 0.0011524749624788888 0.0010794167392169131
leaf_count=736 344 708 408 416 175 232 102
internal_value=0 -0.00162859 0.00174874 0.00539923 -0.000500915 0.00773295 -0.00526777
internal_weight=0 0.0102365 0.00862413 0.00732455 0.00554538 0.00370192 0.00223189
internal_count=3121 2777 2041 1333 925 509 334
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=9
num_cat=0
split_feature=1 150 15 0 47 1 2 15
split_gain=3.0492e-05 5.65248e-05 5.50314e-05 5.46165e-05 0.000140159 0.000120091 7.88802e-05 3.90896e-05
threshold=0.13686500000000004 0.11456000000000001 -0.24436499999999997 -0.061629999999999997 0.092530000000000015 0.086105000000000015 0.10097500000000002 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -7
right_child=-2 -3 3 6 -6 7 -8 -9
leaf_value=0.02262616542383674 0.01624167955406881 -0.024037120006846935 -0.026497767701004749 0.021414913897582561 -0.040399485282672856 0.026823455529213565 -0.010332383017457042 0.0021043604918399
leaf_weight=0.0010210925318728291 0.0010382949448538336 0.0010233209694728582 0.0011595594449657341 0.0018690816153327638 0.0010831539444608415 0.0010717159217916716 0.0013463894200941235 0.0015871049458126632
leaf_count=148 169 111 1474 193 236 70 239 481
internal_value=0 -0.00174947 0.00074639 -0.00200601 -0.00864987 0.000356494 0.00812161 0.0120681
internal_weight=0 0.0101614 0.0091381 0.00811701 0.00490153 0.00381838 0.00321547 0.00265882
internal_count=3121 2952 2841 2693 2261 2025 432 551
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=8
num_cat=0
split_feature=4 12 0 47 49 0 4
split_gain=2.80148e-05 5.32292e-05 5.69627e-05 7.74517e-05 0.000116723 5.59476e-05 2.74912e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.086380000000000012 -0.006494999999999999 -0.11173999999999999 0.40945500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.017112207073941336 0.020047681404339889 -0.023869264798030296 0.018010067948609591 -0.025329183568803062 0.034487660796760092 0.0036195785682672666 0.00063264089153803303
leaf_weight=0.0017999157181340431 0.0011760860098438788 0.001077624904172376 0.0014042400898338914 0.0013545038648515983 0.0010096805292195937 0.00140315884969651 0.0019198904350132544
leaf_count=394 134 404 148 256 147 1346 292
internal_value=0 -0.00318548 1.17357e-05 -0.00452802 0.00216007 0.0165367 0.00800794
internal_weight=0 0.00804912 0.0069715 0.00556726 0.00421276 0.00241284 0.00309598
internal_count=3121 2695 2291 2143 1887 1493 426
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=9
num_cat=0
split_feature=1 3 3 4 151 3 4 13
split_gain=3.13377e-05 4.93869e-05 0.000136145 4.54041e-05 8.13804e-05 4.49278e-05 3.88802e-05 1.48105e-05
threshold=0.094825000000000007 0.083060000000000009 -0.077774999999999983 -0.15764999999999998 -0.0071249999999999985 0.13524500000000003 -0.49013999999999996 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 7 6 -5 -3 -1 -2
right_child=1 5 -4 4 -6 -7 -8 -9
leaf_value=-0.0087316266072260309 -0.012657476090298945 -0.015752276444129569 0.036105023275110247 0.0082275417577359188 -0.026601096200375776 0.011055501546147907 0.018581788368911042 0.004461948606204187
leaf_weight=0.0010136233274005285 0.0010152205735713409 0.0016407434685684341 0.0014394257151823741 0.001050199511339534 0.0018574494149116807 0.0010099974876752425 0.0010727143701749595 0.0010062200128955201
leaf_count=84 142 118 369 325 1721 171 66 125
internal_value=0 0.00473372 0.0126009 -0.0059446 -0.0140215 -0.00553785 0.00531188 -0.00413588
internal_weight=0 0.00611161 0.00346087 0.00499399 0.00290765 0.00265074 0.00208634 0.00202144
internal_count=3121 925 636 2196 2046 289 150 267
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=8
num_cat=0
split_feature=1 40 0 3 48 1 4
split_gain=2.87673e-05 5.21296e-05 5.64181e-05 0.000213362 9.14184e-05 6.30123e-05 6.74245e-05
threshold=0.13686500000000004 -0.013874999999999998 -0.053834999999999994 -0.13927999999999999 0.085845000000000019 0.111945 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.017308720294595986 0.015867010028602305 0.016891301911938841 0.013694432177741276 -0.040706111159646667 -0.017442114244189032 0.029107653292545044 -0.013705125123624321
leaf_weight=0.0012622148699480947 0.0010285952343805265 0.0014422098031045183 0.001328678192069388 0.0015762642203689956 0.0018141514942133412 0.0011727124904067363 0.0014387502229222815
leaf_count=262 169 1447 156 225 352 107 403
internal_value=0 -0.00169267 -0.00442657 -0.0158241 0.00121592 0.00956601 0.00161146
internal_weight=0 0.010035 0.00877277 0.00290494 0.00586782 0.00405367 0.00288096
internal_count=3121 2952 2690 381 2309 1957 1850
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=11
num_cat=0
split_feature=484 42 47 0 2 2 15 3 4 15
split_gain=0.000142498 7.77294e-05 0.000147825 0.00012099 0.000152952 0.000137766 0.000223316 0.000107668 0.000105049 2.08887e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.11069000000000002 -0.23091999999999999 0.096540000000000015 0.10327000000000001 -0.03241999999999999 -0.13927999999999999 -0.0024449999999999997 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -5 -9 -10
right_child=1 -3 -4 4 5 6 -8 8 9 -11
leaf_value=-0.00068549199726392258 0.00063973763044382229 -0.00045054833818744007 0.00069934196230443657 0.00028648652598833863 0.00083525384491048369 0.00066572341386593242 -0.00045259449148683854 -9.1669111009955317e-05 -0.00052211983095029634 -0.00091553704845918362
leaf_weight=0.001048984280619507 0.0011101746208535017 0.0010263294294790429 0.0014443641214428862 0.0010616846802978391 0.0010963750450706257 0.0011818999323742747 0.0016378913692024974 0.0019790477841650079 0.0010161835088993714 0.0010602624930680831
leaf_count=515 60 319 112 95 153 299 203 1035 142 188
internal_value=0 6.66427e-05 0.00011245 2.88807e-05 -4.61921e-05 0.000245462 1.61423e-05 -0.000269394 -0.000414918 -0.000723004
internal_weight=0 0.0126142 0.0115879 0.0101435 0.00903334 0.00391617 0.00281979 0.00511718 0.00405549 0.00207645
internal_count=3121 2606 2287 2175 2115 655 502 1460 1365 330
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=8
num_cat=0
split_feature=13 39 4 48 15 0 1
split_gain=2.8905e-05 5.72457e-05 7.37406e-05 9.3395e-05 9.85989e-05 0.000159959 7.65582e-05
threshold=-0.23438999999999996 0.091820000000000013 -0.034939999999999992 0.085875000000000021 -0.11713499999999999 -0.10607499999999999 0.078340000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.012791490088787553 -0.0049101250856460922 0.019786580949695494 -0.011895289739285492 -0.018500981070432156 0.042136355471209939 -0.0069902050706499574 -0.039169666282684867
leaf_weight=0.0015131990939526189 0.0016645666100662459 0.001063291264492742 0.0013939720502769782 0.001646459404713755 0.0015300141926549869 0.0011693322334959176 0.0010725636838772971
leaf_count=169 839 179 174 353 157 693 557
internal_value=0 -0.00208526 -0.00482872 0.001612 0.00970207 0.0208552 -0.018335
internal_weight=0 0.0095402 0.00847691 0.00573978 0.00409332 0.00269935 0.00273713
internal_count=3121 2952 2773 1377 1024 850 1396
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 2 16 15 2 13
split_gain=0.00014246 8.47686e-05 8.37136e-05 7.01844e-05 0.000190557 0.000145557 0.000102361 0.000118341 0.000109556 1.60991e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.090675000000000019 -0.013324999999999998 0.040760000000000005 0.096540000000000015 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -5 -8 -10
right_child=1 2 3 6 5 -7 8 -9 9 -11
leaf_value=-0.00069591500740693246 0.00052071099768570387 -0.000508550281219734 0.00093073755420036643 -0.00086192160915305751 -0.0005349590541842646 0.00042550160016443389 -0.00022307778463110376 5.7461131562207273e-05 0.00061772048867820184 0.00026812699516139767
leaf_weight=0.0010094348310702361 0.0014210026785706738 0.0010728261464989656 0.0011813623318691433 0.0010792481266220701 0.0011517315067565586 0.0012817998491191523 0.0017820300229037965 0.0010738596107383262 0.0010160694153075241 0.0010097381896456425
leaf_count=515 232 185 347 83 107 239 308 894 52 159
internal_value=0 7.08797e-05 1.08523e-05 6.90434e-05 0.000284605 -2.90612e-05 -6.16796e-05 -0.000403381 0.000131532 0.00044347
internal_weight=0 0.0120697 0.0106487 0.00957584 0.00361489 0.00243353 0.00596095 0.00215311 0.00380784 0.00202581
internal_count=3121 2606 2374 2189 693 346 1496 977 519 211
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=11
num_cat=0
split_feature=484 4 16 150 51 16 4 16 2 0
split_gain=0.000272044 8.97638e-05 0.000102043 5.65471e-05 8.119e-05 0.000130247 0.000100235 0.000159086 0.000169749 9.79413e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.51370499999999997 0.089910000000000018 0.084745000000000015 -0.014034999999999997 -0.49405499999999997 0.22339500000000004 0.092120000000000021 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 9 -7 8 -8 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00097056758809922696 -0.00072202727015273414 9.75049518157556e-05 0.00088989866485529297 -0.00037037406902230597 0.00054446564944441833 -0.00034057682099475502 0.00014692431042073685 -0.00016566205866151866 0.0012628893862212892 -3.3458150855390128e-05
leaf_weight=0.0010212277562238912 0.0013328460110531189 0.0016180010799791747 0.0010179233175762015 0.0013866872387616859 0.0011377356813168258 0.0010097281556758764 0.0010585073232437835 0.0013395621235831158 0.0010378600768666943 0.001965202145278299
leaf_count=503 100 112 234 197 291 107 233 242 122 980
internal_value=0 8.07337e-05 0.000403506 -2.12501e-06 5.53709e-05 -1.64889e-05 0.000202539 0.000362146 0.000699411 -0.000311731
internal_weight=0 0.0129041 0.00263592 0.0102681 0.00888144 0.00774371 0.00444566 0.00343593 0.00209637 0.00329805
internal_count=3121 2618 346 2272 2075 1784 704 597 355 1080
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=9
num_cat=0
split_feature=4 15 47 4 2 0 52 15
split_gain=2.48648e-05 3.8534e-05 3.77967e-05 7.93164e-05 9.79101e-05 4.54415e-05 7.47597e-05 3.70197e-05
threshold=0.27287000000000006 -0.43375999999999998 0.11312500000000002 0.055260000000000011 0.10981000000000002 0.12113000000000002 -0.085984999999999992 -0.089964999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.02468604256455436 -0.0031796638939622633 0.022832072802890822 0.013622979617856901 -0.026733570967562782 0.022874671477691906 -0.024900246377161084 0.022037946580956421 -0.0023185653433682759
leaf_weight=0.0010215750572114021 0.0011895262707575767 0.0010926451521296801 0.0012558367901725946 0.0013852992792422712 0.0014112774650139898 0.0011038779002855575 0.0010247404154137346 0.001595806431465897
leaf_count=425 167 185 130 286 269 91 249 1319
internal_value=0 0.00927409 -0.00243971 -0.00511414 -0.000250074 -0.00712648 -0.00173949 0.00720582
internal_weight=0 0.00228217 0.00879841 0.00754258 0.00615728 0.004746 0.00364212 0.00262055
internal_count=3121 352 2769 2639 2353 2084 1993 1568
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=11
num_cat=0
split_feature=484 47 4 16 160 52 16 49 0 1
split_gain=0.000250532 0.00010219 0.000116725 0.000127604 0.000119623 0.000127624 0.000115572 0.000112821 0.0001195 7.09693e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.24564500000000003 -0.014034999999999997 -0.063384999999999983 0.096795000000000006 -0.52595999999999987 -0.043469999999999995 -0.10224499999999999 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 9 -4 -2 -9 -6
right_child=1 -3 6 4 5 -7 -8 8 -10 -11
leaf_value=-0.00093792297693018713 0.00019449608793946404 -0.00051719816043893987 8.4699108717769782e-05 0.00074115255355853833 -0.00062739275647113589 0.00054254298615653992 0.00082746971348213595 -0.0009182953052007739 -6.5235027361334655e-05 0.00010545793162756091
leaf_weight=0.0010102278211342212 0.0014072566770487512 0.0010239600341442742 0.0016548265805281666 0.0012762819727886966 0.0010318129756401451 0.001187377583818261 0.0015689980148389147 0.0012823078428315438 0.0012436655644649703 0.0010008249922245707
leaf_count=503 132 55 106 294 312 31 275 132 1050 231
internal_value=0 7.66901e-05 0.000128874 7.51573e-06 0.000233151 3.17999e-05 0.000446197 -0.000250421 -0.00049829 -0.000266554
internal_weight=0 0.0126773 0.0116534 0.00842953 0.0044963 0.00322002 0.00322382 0.00393323 0.00252597 0.00203264
internal_count=3121 2618 2563 2182 868 574 381 1314 1182 543
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=9
num_cat=0
split_feature=13 3 2 16 52 150 0 0
split_gain=2.5103e-05 5.47991e-05 0.000111725 5.616e-05 0.000185348 8.07774e-05 4.17135e-05 0.000115295
threshold=-0.23438999999999996 0.11924500000000002 0.11548000000000001 0.23311500000000004 0.084960000000000022 0.087170000000000011 -0.084044999999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.011939756395970239 0.023760072103453805 -0.023364156649540418 0.031536908722709388 0.015086990592927788 -0.042263061290599695 -0.018810000760972861 0.024470247962872865 -0.02127362372576283
leaf_weight=0.0015142112484343032 0.0011464416054358707 0.0010594565548831545 0.0010355050756191949 0.0013337601780200378 0.001230150061064925 0.0014355777929784819 0.0012003597523271891 0.0011277461440657173
leaf_count=169 162 76 309 317 827 196 537 528
internal_value=0 -0.00191723 0.000752957 -0.00351207 -0.00755206 0.0011442 0.00938867 0.00142833
internal_weight=0 0.009569 0.00850954 0.00747404 0.00614028 0.00491013 0.00347455 0.00227419
internal_count=3121 2952 2876 2567 2250 1423 1227 690
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=9
num_cat=0
split_feature=147 151 4 15 52 16 0 2
split_gain=2.70244e-05 6.83146e-05 9.20144e-05 6.83936e-05 4.72509e-05 6.13881e-05 5.25782e-05 4.01827e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 -0.10925999999999998 -0.092484999999999984 -0.083914999999999976 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.019411230344713808 0.015200897832510156 -0.024785943242159152 0.02996598726636886 -0.017394195872548847 -0.010972913869605267 0.031385489981005751 0.016625220718271095 -0.0090837605903494167
leaf_weight=0.0017764816035722867 0.0010542960129667498 0.0010982428160613619 0.0010431003729779228 0.0010105009405919647 0.0014608310079939598 0.0011137218330104313 0.0013681332458929519 0.0010941619130703131
leaf_count=462 124 218 237 403 335 439 726 177
internal_value=0 -0.00163494 0.00222151 -0.00182858 0.00234064 0.00629988 0.013356 0.00520101
internal_weight=0 0.00996517 0.00818869 0.00714559 0.00604735 0.00503685 0.00357602 0.0024623
internal_count=3121 2997 2535 2298 2080 1677 1342 903
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=8
num_cat=0
split_feature=14 2 4 48 3 43 48
split_gain=2.676e-05 5.23154e-05 5.02417e-05 4.83323e-05 7.71897e-05 7.12892e-05 4.61377e-05
threshold=-0.087574999999999986 0.10981000000000002 0.181285 0.082620000000000013 -0.084074999999999997 -0.074359999999999996 0.11376500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3
right_child=1 6 -4 -5 5 -7 -8
leaf_value=-0.015597960569674935 -0.03324537420137165 0.024154677992401674 0.012142023597646387 0.0086303784239134523 0.014557570242015158 -0.017071803834406655 -0.0030172857525995909
leaf_weight=0.0010020817240790165 0.0012789276966328924 0.0016141423903252672 0.0017234499856366966 0.0014121191578440762 0.0012281787172828717 0.00169747905110287 0.0010196596500705196
leaf_count=143 816 423 197 379 347 717 99
internal_value=0 0.00154478 -0.00279352 -0.0073764 -0.0127523 -0.00379393 0.0136352
internal_weight=0 0.00997396 0.00734015 0.0056167 0.00420459 0.00292566 0.0026338
internal_count=3121 2978 2456 2259 1880 1064 522
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=12
num_cat=0
split_feature=484 42 42 47 15 1 151 49 15 0 43
split_gain=0.000294429 9.50259e-05 0.000111507 0.000118691 9.01473e-05 0.000127162 9.10851e-05 0.000137285 0.000162894 0.000143304 8.61593e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.11051499999999999 0.10980000000000002 -0.24436499999999997 0.11212500000000002 -0.077429999999999985 -0.069799999999999987 -0.095869999999999983 -0.11437499999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 -10 -11
right_child=1 -3 3 -5 5 -7 7 8 9 10 -12
leaf_value=-0.0011426471292858055 -0.00067008677339613562 -0.00064779932180548071 0.00043170604502029117 0.00064408459277466991 0.00052660737147385288 -0.00066630695722356905 -0.00074342895703300002 -0.00067631585889095579 0.00082965433460728555 0.00033454597278871607 -0.0003041479342401619
leaf_weight=0.0011159833219694755 0.0010036540946118085 0.0010926095440114717 0.0012894901580950179 0.001036798641968391 0.0010082940459819941 0.0013958568633966988 0.0010840772247803351 0.0010348630935829873 0.0010258465331329865 0.0015037566437436228 0.0017653250429525394
leaf_count=503 159 311 173 112 243 130 112 176 86 309 807
internal_value=0 -9.39181e-05 -4.4101e-05 1.22751e-05 -5.2534e-05 -0.000123346 -2.12337e-05 -0.000107357 2.20195e-05 0.000190283 -1.03528e-05
internal_weight=0 0.0132406 0.012148 0.0111443 0.0101075 0.00881802 0.00742216 0.00641387 0.00532979 0.00429493 0.00326908
internal_count=3121 2618 2307 2148 2036 1863 1733 1490 1378 1202 1116
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=11
num_cat=0
split_feature=484 14 157 42 42 43 2 3 51 13
split_gain=0.000255137 0.000189733 0.000132147 0.000118296 0.000120587 0.000142244 0.000115467 0.00011402 8.74627e-05 5.32127e-05
threshold=-0.0068949999999999992 0.018475000000000002 -0.073574999999999988 -1.0000000180025095e-35 0.10194000000000002 -0.074359999999999996 0.089885000000000007 0.0051600000000000005 0.084745000000000015 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 -9
right_child=1 -3 3 4 -6 6 7 8 -10 -11
leaf_value=-0.00091519300230783038 0.00074807980872931541 -0.00075074046934931837 -0.00038119871670102011 0.00070175514910368077 -0.00047699226121219362 -0.00036384162175113382 0.00082585567454523164 0.00021409348939794193 0.00052263003433847743 -0.0003512108267336173
leaf_weight=0.0010916382194696645 0.001223590214539042 0.0010019503611672512 0.0018672115520741083 0.0019416022076521695 0.0010218142421936282 0.0015818393516315154 0.0010282063676355204 0.0011116478099394249 0.0012282147183333425 0.0015095126024573281
leaf_count=503 310 95 736 427 296 356 175 45 67 111
internal_value=0 7.02777e-05 0.000136015 6.96813e-05 0.000159027 0.000236386 9.65028e-05 0.000245796 9.08566e-05 -0.000111462
internal_weight=0 0.0135156 0.0125136 0.01129 0.00942284 0.00840102 0.00645942 0.00487758 0.00384938 0.00262116
internal_count=3121 2618 2523 2213 1477 1181 754 398 223 156
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=13
num_cat=0
split_feature=484 52 52 51 48 12 1 0 4 4 2 12
split_gain=0.00013393 8.81068e-05 0.000165575 9.19466e-05 0.000109563 0.000196074 0.000159548 0.000275239 0.000163203 0.000137742 0.000109413 8.20201e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.076794999999999988 -0.032929999999999994 0.11650500000000001 0.10752500000000002 -0.18113999999999997 -0.0024449999999999997 -0.10429499999999998 0.089885000000000007 0.080890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 8 -8 9 11 -10 -6
right_child=1 2 3 4 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.00067830425167806838 -0.0005051977888070392 0.00082142000557853016 -0.00054449766000912528 0.000690706436204686 0.00032122667833248846 -0.00077417173913350791 -0.0002461269368665243 0.0010817390901987787 -0.00094193689784963588 0.00080381303111810951 -6.8638725224895602e-05 -0.00046466801767708517
leaf_weight=0.0010644009619731219 0.0010293368923132403 0.0010893142625875282 0.0010080472158728914 0.0010050869671262589 0.0010071385679282239 0.0010825796171673781 0.0010292477780138309 0.0014395469437592833 0.0010463023195548234 0.0010245373067583542 0.001166529601478256 0.0010355162884510272
leaf_count=515 318 206 184 91 35 80 44 263 149 973 201 62
internal_value=0 4.52171e-05 9.26924e-05 1.94929e-05 7.72909e-05 7.47912e-06 0.000116683 0.000528148 -7.5707e-05 0.000217099 -0.000481564 -7.71797e-05
internal_weight=0 0.0129632 0.0119338 0.0108445 0.00983649 0.0088314 0.00774882 0.00246879 0.00528002 0.00306719 0.00221283 0.00204265
internal_count=3121 2606 2288 2082 1898 1807 1727 307 1420 1070 350 97
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=12
num_cat=0
split_feature=484 42 47 42 1 4 4 16 16 4 52
split_gain=0.000207403 9.6381e-05 0.000139033 0.000142494 7.74714e-05 9.25152e-05 8.32933e-05 0.000106914 5.50028e-05 5.27715e-05 8.30977e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.11181500000000001 0.25615500000000008 -0.0024449999999999997 -0.08595499999999999 -0.36241499999999999 -0.27825499999999997 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -8 -6 -5 -11
right_child=1 -3 -4 4 8 -7 7 -9 -10 10 -12
leaf_value=-0.00085052534686748578 -0.00055499677109651377 -0.00050855818736626366 0.00067964570682791899 -4.2162097282917166e-06 -0.00047837092792823771 0.00077246374572493561 -0.00063950698395773612 0.0002636866060917894 0.00011942998308163962 9.1892853495830157e-05 0.00081712038949185886
leaf_weight=0.0010267850596957879 0.0013676247466674419 0.0010383442184650178 0.0014673881229311002 0.0013680035691115192 0.0011956437067434547 0.0010240952927902391 0.0010100215855276444 0.0010055363201127428 0.0011715613581335274 0.0011441442528906114 0.0012949169372038758
leaf_count=503 779 311 112 152 124 76 122 121 131 300 390
internal_value=0 6.46397e-05 0.000114036 3.56008e-05 0.000123263 0.000228983 0.000133394 -0.000188915 -0.000182511 0.000304033 0.000476922
internal_weight=0 0.0130873 0.0120489 0.0105815 0.00921392 0.00684672 0.00582262 0.00201556 0.00236721 0.00380706 0.00243906
internal_count=3121 2618 2307 2195 1416 1161 1085 243 255 842 690
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=12
num_cat=0
split_feature=484 42 47 42 16 16 15 1 2 2 2
split_gain=0.000251935 0.000125639 0.000148209 0.000121133 9.12855e-05 0.000252884 0.000112905 0.000151349 0.000125065 8.94097e-05 8.42554e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.22339500000000004 -0.004174999999999999 -0.03241999999999999 0.11212500000000002 0.090675000000000019 0.094835000000000017 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -7 -8
right_child=1 -3 -4 4 -6 9 10 -9 -10 -11 -12
leaf_value=-0.00092575428963637997 -0.00051030822305956833 -0.00059786032609060263 0.00069022224564534271 1.520506910517596e-05 -0.00038290966957849808 0.00036008245411788404 4.6485287280661445e-05 -0.00041009795066754344 0.00084850521966599237 0.0011747862243312295 -0.00072707263882909113
leaf_weight=0.0010767201686396445 0.0013685514419701115 0.0010289630598909827 0.0015123437155430903 0.0013736804549705659 0.0012347452269368423 0.0010033479874238293 0.0010055959142840432 0.0011532391386816785 0.0013963419134551715 0.0010704167293549838 0.0011725736558345738
leaf_count=503 779 311 112 170 238 156 362 148 130 84 128
internal_value=0 6.03046e-05 0.000115405 3.47515e-05 0.000114023 0.000189078 -1.19728e-05 0.00018677 0.000435264 0.000780609 -0.000369944
internal_weight=0 0.0133198 0.0122908 0.0107785 0.00940994 0.0081752 0.00610143 0.00392326 0.00277002 0.00207376 0.00217817
internal_count=3121 2618 2307 2195 1416 1178 938 448 300 240 490
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 15 15 2
split_gain=0.000267118 9.0199e-05 0.000126755 0.00012581 0.000183225 0.000164853 0.000127476 0.000129139 0.000113483
threshold=-0.0068949999999999992 0.10194000000000002 0.11069000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.03241999999999999 -0.095869999999999983 0.10327000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00098374557385897928 -0.00081457410534464478 -0.00048864534306863449 0.00065806032195921496 0.00053219055049895294 0.00011182898879469695 -0.00046532369740377852 0.00020757982185122577 0.00096507623819846631 -0.00060391345513055052
leaf_weight=0.0010077847313533514 0.0010764246450789194 0.001038936858498255 0.0014440923760882128 0.0016563855274206981 0.0014268115838688778 0.0018074577928167447 0.0019520368787031735 0.0013063939888352076 0.0010029851830688774
leaf_count=503 666 320 112 360 123 155 530 234 118
internal_value=0 6.49864e-05 0.000114263 3.74882e-05 -5.81029e-05 5.05308e-05 0.000214446 0.000519657 -6.78549e-05
internal_weight=0 0.0127115 0.0116726 0.0102285 0.00857211 0.00749569 0.00568823 0.00273321 0.00295502
internal_count=3121 2618 2298 2186 1826 1160 1005 357 648
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=11
num_cat=0
split_feature=484 47 47 159 1 16 4 2 4 1
split_gain=0.000153062 6.60925e-05 0.000118029 9.2283e-05 7.20038e-05 0.000140653 8.29473e-05 0.000136066 8.0406e-05 6.7794e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10561500000000001 0.076905000000000015 0.11212500000000002 -0.29154999999999992 -0.0024449999999999997 0.10097500000000002 -0.10429499999999998 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -6
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.00074012310699235289 0.00068520947709825792 -0.00042774858637347472 0.00070970624835033427 0.00045070144318002948 -0.00069769689974836483 -6.6058118127412e-06 -0.00043711029799201127 -0.00044467584480619528 0.0007168278609727387 -1.0106283807050368e-05
leaf_weight=0.0010155616702124176 0.0011166436784295032 0.0010147391046528764 0.0010846270354419605 0.0016748247969529144 0.0011155371131833516 0.0011567401848568805 0.0017018175453636705 0.0012145502629028315 0.0012070430729868046 0.0010899747051720382
leaf_count=515 104 55 106 390 84 102 326 252 1055 132
internal_value=0 5.17117e-05 9.45331e-05 2.96091e-05 -5.23755e-05 5.29597e-05 -8.07481e-05 8.8734e-05 0.000362809 -0.000357886
internal_weight=0 0.0123765 0.0113618 0.0102771 0.00860231 0.00639679 0.00528015 0.00357833 0.00236378 0.00220551
internal_count=3121 2606 2551 2445 2055 1839 1735 1409 1157 216
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=9
num_cat=0
split_feature=14 15 4 47 52 16 15 43
split_gain=2.88698e-05 5.93842e-05 4.83441e-05 5.26329e-05 5.89422e-05 5.66433e-05 7.19473e-05 6.86538e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 0.11518500000000002 -0.088204999999999992 -0.010264999999999998 -0.07490999999999999 -0.0084099999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=-0.016301507726779338 0.024356207620968559 -0.020067533802110998 -0.02017820268330496 0.022231765972467121 0.011586858319175114 -0.0038481161806031131 -0.018646362079324685 0.029964294010987054
leaf_weight=0.0010139311302202686 0.0010143096570633487 0.0013799750865477771 0.0011648931861968073 0.0010735316199394704 0.0013760252346754044 0.0011039058049832243 0.0018392194097706501 0.001316814705866321
leaf_count=140 232 585 148 105 356 350 1077 128
internal_value=0 0.00138593 -0.0011317 0.00161102 -0.00154422 0.00299124 -0.00570748 0.014545
internal_weight=0 0.0102687 0.00925437 0.00808947 0.00701594 0.00563597 0.00321524 0.00242072
internal_count=3121 2981 2749 2601 2496 1911 1433 478
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=9
num_cat=0
split_feature=159 51 160 12 4 0 1 52
split_gain=2.78632e-05 4.40526e-05 4.84739e-05 7.44256e-05 5.11648e-05 0.000121168 6.20622e-05 3.45343e-05
threshold=-0.032739999999999991 0.095050000000000009 0.086075000000000013 -0.029094999999999999 0.076415000000000025 -0.11756999999999999 0.087505000000000013 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.016037750469069783 -0.01988076581753033 0.02075063770669092 -0.021598296951577712 0.018404546750117837 -0.0072503830560492633 0.033504517724413409 -0.019687611605683886 -0.0046929585103102807
leaf_weight=0.0010089153934650487 0.001336514289907594 0.0010532567327069279 0.0010022872307921494 0.0013388568988386882 0.0012900745271011496 0.0016788591375319541 0.0012782700173249581 0.0012532554282464977
leaf_count=421 275 214 303 578 114 182 471 563
internal_value=0 0.0013807 -0.000842144 0.00170238 0.00592008 0.0157955 -0.00165526 0.00723718
internal_weight=0 0.0102314 0.00917812 0.00817583 0.00683932 0.00296893 0.00387038 0.00259211
internal_count=3121 2700 2486 2183 1908 296 1612 1141
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=11
num_cat=0
split_feature=14 484 475 1 12 2 151 16 2 13
split_gain=0.00025975 0.000170272 0.000135028 7.2637e-05 0.00015871 0.000156571 0.000118501 0.000137692 0.000167582 3.98771e-05
threshold=0.054835000000000009 -1.0000000180025095e-35 -0.019079999999999996 0.12811000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.25582999999999995 0.10097500000000002 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -7 -8 -9 -4
right_child=-2 2 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.00069743790714414319 -0.00096459402873494144 0.00082044618048880875 -5.5379332677540951e-05 0.00043012056729995569 -0.00057147854823614034 -0.00019550677463351968 0.0010818715453269996 0.00071938501176345231 -0.00019062418437210615 -0.00059405553980388715
leaf_weight=0.0010337962806176932 0.001012426968833414 0.0010034108377962514 0.001003388704063198 0.0017958760268514265 0.0015581576354237276 0.0014492083170644186 0.0010187160256552447 0.0015130148285264246 0.0016016171481260805 0.0011160240433640179
leaf_count=491 110 333 509 211 308 192 117 410 178 262
internal_value=0 6.62634e-05 0.000131732 6.92262e-05 -7.64337e-07 0.000114695 0.000286952 0.000456108 0.000251437 -0.000339031
internal_weight=0 0.0130932 0.0120594 0.011056 0.00926013 0.00770197 0.00558256 0.00413335 0.00311463 0.00211941
internal_count=3121 3011 2520 2187 1976 1668 897 705 588 771
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=9
num_cat=0
split_feature=3 1 0 1 47 52 4 0
split_gain=2.63952e-05 6.79315e-05 6.51988e-05 0.000101782 0.000120581 0.000102726 8.37255e-05 5.24852e-05
threshold=0.16158000000000003 0.13265500000000002 -0.060129999999999996 0.08592000000000001 0.092530000000000015 -0.069804999999999992 -0.27825499999999997 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4 -7
right_child=-2 -3 6 4 -6 7 -8 -9
leaf_value=-0.033138575927121522 0.014446045267615604 -0.023165691812320449 -0.0043699568247728008 -0.012661426787189997 -0.028979306161664772 0.037126399089491717 0.027632904511921387 0.0062657413610918873
leaf_weight=0.0010584899486454098 0.0011137133744057942 0.001294661096882632 0.0015471322464858245 0.0012578878449776803 0.0010161389116221165 0.0012124301802263725 0.0017333835358647664 0.0010103253271299571
leaf_count=1561 156 131 223 161 173 104 234 378
internal_value=0 -0.00177298 0.00136158 -0.00523951 0.0013276 0.0101754 0.01254 0.0230991
internal_weight=0 0.0101304 0.00883579 0.00555527 0.00449678 0.00348064 0.00328052 0.00222276
internal_count=3121 2965 2834 2377 816 643 457 482
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=10
num_cat=0
split_feature=14 15 4 15 2 15 1 2 3
split_gain=2.73554e-05 4.50595e-05 4.27986e-05 4.60068e-05 9.90877e-05 7.61482e-05 0.000104063 4.19464e-05 8.19467e-05
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 -0.074054999999999996 0.088930000000000023 -0.016799999999999995 0.104035 0.10097500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 -7
right_child=1 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.015912734356584416 0.021430477980643754 -0.0074513429540282007 -0.018893004034464315 -0.023869622764469665 0.03671820307468858 -0.017831061060410484 0.031839551019635891 -0.019182522684251982 0.019436009363116
leaf_weight=0.0010022952553597675 0.0010116627200956645 0.0010092009167488192 0.0011451168012875492 0.0013175724201389396 0.0010224655748176008 0.0010405660514397758 0.001006105579630226 0.0012673974080256983 0.0013627935437667237
leaf_count=140 232 305 148 323 348 678 133 192 622
internal_value=0 0.00140175 -0.000807582 0.00177274 0.0147776 -0.00263495 0.00334732 -0.00446202 0.00330074
internal_weight=0 0.0101829 0.00917122 0.0080261 0.00203167 0.00599444 0.00467686 0.00367076 0.00240336
internal_count=3121 2981 2749 2601 653 1948 1625 1492 1300
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=8
num_cat=0
split_feature=159 16 16 4 4 15 3
split_gain=2.73967e-05 4.72101e-05 0.000108253 6.19146e-05 6.89026e-05 6.2948e-05 5.17909e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0024449999999999997 0.181285 -0.11713499999999999 -0.042499999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=0.02289779715592806 0.012077213029354087 0.012301434473063923 -0.039888781191090142 -0.022224469934200922 -0.0088830261640359814 0.020946395738162836 -0.01037148968545009
leaf_weight=0.0011564106093960094 0.0015772483402635542 0.0018283168128973527 0.0010431881029274938 0.0013111993963698743 0.0014671384112838737 0.0013662334822545695 0.0013818170414281882
leaf_count=896 527 378 594 260 164 135 167
internal_value=0 -0.00214861 -0.00556815 0.00243796 -0.00327071 0.00550053 -0.0230692
internal_weight=0 0.0095543 0.00772599 0.00530098 0.00414457 0.00283337 0.00242501
internal_count=3121 2594 2216 1455 559 299 761
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=9
num_cat=0
split_feature=12 13 16 133 2 3 13 15
split_gain=2.61201e-05 5.52736e-05 6.61097e-05 6.73124e-05 6.52053e-05 7.99262e-05 6.97343e-05 0.000103989
threshold=0.11650500000000001 0.10935500000000002 0.15891500000000003 0.083950000000000011 0.089775000000000008 -0.077774999999999983 -0.08971999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=-0.035643420651319827 -0.01462425161418386 0.018418635073600764 -0.02371623478907452 0.025751164258933423 0.028442449321946263 0.00093943715488623795 0.014617686790080093 -0.025055655736862789
leaf_weight=0.0010489873795923169 0.0011169204340583409 0.0016180780310665133 0.0011793270164172746 0.0010107849480295514 0.0010243385969550241 0.0013867184758179316 0.0015592462262129204 0.0011464504290828665
leaf_count=705 147 178 414 798 191 263 209 216
internal_value=0 0.00150171 -0.00177419 0.00183157 -0.0020897 -0.0148157 0.00622037 -0.00219259
internal_weight=0 0.00997393 0.00835585 0.00717653 0.00616574 0.00243571 0.00373004 0.0027057
internal_count=3121 2974 2796 2382 1584 968 616 425
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=10
num_cat=0
split_feature=484 4 16 150 48 15 2 3 15
split_gain=0.000153912 9.53304e-05 8.68852e-05 6.87798e-05 5.95154e-05 0.000129669 0.000135322 0.000150699 7.10256e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.089910000000000018 0.083985000000000018 -0.016799999999999995 0.10097500000000002 -0.011549999999999998 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 8 7 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00072586989832425003 -0.00010127346176245051 9.7199286587169268e-05 0.00082193671536099256 -0.00044702318309795943 0.00034541346997536443 1.6377663007029313e-05 -0.00034253968470413643 0.00089680157207642542 -0.00083363171168440112
leaf_weight=0.0010579357567037746 0.001014056225316958 0.0016183815848028493 0.0010476990896483699 0.0013497739849443529 0.0018060572880933415 0.0019236336168709119 0.0015956251481245558 0.0012224677688390513 0.0010224920430063423
leaf_count=515 99 113 245 195 372 1005 206 74 297
internal_value=0 5.2783e-05 0.000382002 -3.55716e-05 2.91238e-05 -5.51509e-05 0.000122582 0.00035848 -0.000468969
internal_weight=0 0.0126002 0.00266608 0.00993411 0.00858433 0.00677827 0.00474173 0.0031461 0.00203655
internal_count=3121 2606 358 2248 2053 1681 1285 1079 396
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=9
num_cat=0
split_feature=42 40 42 43 4 16 2 1
split_gain=2.65002e-05 8.28156e-05 5.03673e-05 8.03538e-05 5.51853e-05 5.17131e-05 7.8777e-05 0.000149003
threshold=-0.095284999999999995 -0.013874999999999998 0.091735000000000025 -0.084004999999999982 -0.033174999999999989 -0.5315899999999999 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.015551232537336316 0.026132592895471776 0.025291026893544555 -0.020443822704074438 -0.017529797547322989 -0.016063343626570328 -0.0036043862980706179 -0.013794693750926358 0.046692116729412619
leaf_weight=0.0010108763997990463 0.0011962530230617023 0.0011686250087182184 0.0012567542075422313 0.0018985043688386962 0.001104785955162143 0.0013158743788518989 0.0010662272215891423 0.0010662902118473159
leaf_count=251 294 435 548 786 86 437 154 130
internal_value=0 0.00143282 -0.00189567 0.00116333 -0.00320704 0.00276501 0.00879719 0.018909
internal_weight=0 0.0100733 0.00887706 0.00762031 0.00645168 0.00455318 0.00344839 0.00238216
internal_count=3121 2870 2576 2028 1593 807 721 567
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=8
num_cat=0
split_feature=48 3 12 3 1 1 0
split_gain=2.46937e-05 6.39226e-05 9.12424e-05 0.000122639 0.000181587 6.70583e-05 6.02614e-05
threshold=-0.032929999999999994 0.13524500000000003 0.092355000000000007 0.097915000000000016 0.10060500000000001 0.11588000000000001 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 -2
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=0.013637652505955243 -0.013052052848148823 0.016358387994760012 -0.040611388531909598 -0.024490804518444171 0.046450556896647913 -0.0059059733648354892 0.013166054380952003
leaf_weight=0.0011697117069142124 0.0019961812285061746 0.0016306437448130708 0.001071745778673765 0.0014265850027092852 0.0010129182415391071 0.0011586272739149139 0.0015631773384900804
leaf_count=180 1396 171 764 93 282 111 124
internal_value=0 -0.00172965 -0.00531385 0.00110671 0.00909333 -0.0225827 -0.00153774
internal_weight=0 0.00985988 0.00822923 0.00599886 0.00457228 0.00223037 0.00355936
internal_count=3121 2941 2770 1895 1802 875 1520
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=8
num_cat=0
split_feature=50 484 42 43 47 0 4
split_gain=2.50746e-05 4.62756e-05 4.00724e-05 4.52765e-05 5.99451e-05 8.69171e-05 9.17822e-05
threshold=0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 0.077555000000000013 0.0059850000000000016 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.016339085724184244 -0.014920070720059795 0.020643807836859322 0.015494349097455621 -0.0077146693419377181 -0.022823835264242521 -0.016992678736139726 0.028156686783552928
leaf_weight=0.0014236113158978218 0.0010327422713744443 0.001115321266403198 0.0018572065013600344 0.0012471918677189413 0.0011543025283142841 0.0014749071009041471 0.0016662134505859671
leaf_count=661 597 322 566 484 106 147 238
internal_value=0 0.00145142 -0.000974582 0.00198131 -0.00254661 0.00278712 0.0128006
internal_weight=0 0.00993875 0.00882343 0.00739982 0.00554261 0.00438831 0.00291341
internal_count=3121 2524 2202 1541 975 869 722
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=8
num_cat=0
split_feature=1 16 16 160 52 49 12
split_gain=2.27381e-05 5.54203e-05 7.3686e-05 6.48718e-05 9.60693e-05 5.12865e-05 8.32775e-05
threshold=0.13686500000000004 -0.008904999999999998 -0.069894999999999985 -0.074254999999999988 0.091275000000000009 -0.043469999999999995 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=0.01083911591858043 0.014064863162944677 0.027388666473484209 -0.032385610342503909 -0.017141518848952125 0.019867161989512834 0.0018677132466950231 -0.032235669425356779
leaf_weight=0.001788605144807367 0.0010294738863881247 0.0011659573957705149 0.0010043886034533734 0.0015719425497254611 0.0012665829539923908 0.0019878194404204623 0.0011191684878895042
leaf_count=192 169 267 497 691 80 822 403
internal_value=0 -0.00155015 -0.00771279 0.00752955 -0.000627817 -0.00265087 -0.0104167
internal_weight=0 0.00990446 0.00589998 0.00400448 0.00283853 0.00489559 0.00310699
internal_count=3121 2952 1914 1038 771 1417 1225
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=8
num_cat=0
split_feature=51 52 160 43 16 0 16
split_gain=2.4059e-05 4.23592e-05 6.80617e-05 6.38513e-05 8.97775e-05 6.18764e-05 7.90425e-05
threshold=-0.076794999999999988 -0.046924999999999988 0.086075000000000013 -0.15582499999999996 -0.056919999999999991 -0.10224499999999999 -0.5048999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.010171704405241355 0.032146224636705682 0.019319606351807572 -0.0040908724637556456 0.011141192475915567 -0.025591687089280019 0.015583573783197767 -0.02702399492580488
leaf_weight=0.001939412308694718 0.0010725354443374157 0.0011974319913792986 0.0010030603413340223 0.0010105649178929511 0.0016675289984338241 0.0018289002779909142 0.0011720065769729331
leaf_count=537 395 161 207 146 438 1061 176
internal_value=0 0.0021136 0.0146341 -0.00166563 -0.00609042 0.00201607 -0.00935291
internal_weight=0 0.00895203 0.0020756 0.00687643 0.005679 0.00401147 0.00218257
internal_count=3121 2584 602 1982 1821 1383 322
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=9
num_cat=0
split_feature=12 475 12 2 4 0 48 0
split_gain=2.08182e-05 4.42479e-05 5.61788e-05 4.41219e-05 4.21009e-05 5.53719e-05 0.000106549 1.96178e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.097825000000000009 1.0000000180025095e-35 0.27044500000000005 -0.15350499999999997 0.082620000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.017175440804282752 -0.013186888414144254 -0.013459848974305286 0.023847524787152484 -0.014998166684015966 0.022968324361526661 0.0044751580090555427 0.033724088181340435 -0.015013780148265939
leaf_weight=0.0011339731711881946 0.0010881341716043333 0.0017192343073015237 0.0012066766095369368 0.0015094904773186057 0.0010438255849051625 0.0010613979851238221 0.00108184714221059 0.0010061025124983275
leaf_count=490 147 519 323 122 206 936 307 71
internal_value=0 0.00139546 0.00383607 0.000582537 0.00481602 0.000748951 0.00829658 -0.00500869
internal_weight=0 0.00976255 0.00862857 0.0074219 0.00570266 0.00465884 0.00314935 0.0020675
internal_count=3121 2974 2484 2161 1642 1436 1314 1007
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 2 49 42 2 13
split_gain=0.000178151 8.42403e-05 9.61094e-05 7.54385e-05 0.000199846 0.000136486 0.000115642 0.000133371 0.000115964 0.000122207
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.090675000000000019 -0.006494999999999999 0.084050000000000014 0.10097500000000002 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 9 -8
right_child=1 2 3 6 5 -7 7 -9 -10 -11
leaf_value=-0.00079085377200526614 0.00050013299443279677 -0.00056352594509431438 0.00092603149664273498 -0.00054544331038525911 -0.00052451606539203938 0.00039656118068456743 0.00099485773208199727 -0.00054233892637758191 -0.0002447017950757355 0.00010031226366105306
leaf_weight=0.0010373632889437634 0.0014444349832228561 0.001064227600751289 0.0012235913809065307 0.0015216925248778398 0.0011816180913509671 0.0012979196485644366 0.0010817065215372053 0.00102996644832488 0.0011730569727886331 0.0012842501452631559
leaf_count=515 232 185 347 212 107 239 242 537 158 347
internal_value=0 5.52762e-05 -3.90271e-06 5.69078e-05 0.000277606 -4.23761e-05 -7.72767e-05 7.86456e-05 0.000259372 0.000509295
internal_weight=0 0.0123025 0.010858 0.0097938 0.00370313 0.00247954 0.00609067 0.00456898 0.00353901 0.00236596
internal_count=3121 2606 2374 2189 693 346 1496 1284 747 589
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=9
num_cat=0
split_feature=50 3 43 0 16 2 150 0
split_gain=2.17678e-05 3.96466e-05 5.26048e-05 7.76478e-05 0.000134611 7.47695e-05 9.39078e-05 9.17387e-06
threshold=0.083090000000000011 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 0.0047850000000000011 0.084055000000000005 0.081835000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5
right_child=-2 2 -4 7 -6 6 -8 -9
leaf_value=0.018801612323185078 -0.013980302907396314 0.011973977253435738 0.015741929347578839 -0.027922570591549567 0.034489911969305766 -0.034541847419832336 0.0033509027193034287 -0.014465686293362019
leaf_weight=0.0011524984753975313 0.0010188846639431091 0.0014656201369548324 0.001552691309701492 0.0010037484111925193 0.0010205725308069687 0.0013535924285065118 0.0012654457800332078 0.0010228245354305904
leaf_count=180 597 321 421 146 348 755 227 126
internal_value=0 0.00137457 -0.000938129 -0.00456961 0.00200452 -0.00611211 -0.0162331 -0.0211308
internal_weight=0 0.00983699 0.0086845 0.0071318 0.00510523 0.00408466 0.00261904 0.00202657
internal_count=3121 2524 2344 1923 1651 1303 982 272
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=10
num_cat=0
split_feature=484 132 133 160 13 12 15 0 4
split_gain=0.000141314 6.21427e-05 0.000109067 0.00018129 0.000210271 0.000149516 0.000112797 0.000108061 9.70803e-05
threshold=-1.0000000180025095e-35 0.081240000000000021 -0.0061299999999999992 -0.080409999999999995 -0.084034999999999985 0.092755000000000018 -0.040804999999999994 -0.019414999999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6
right_child=1 -3 3 4 6 -7 7 -9 -10
leaf_value=-0.00070601827433965851 -0.00059108614258004 0.00051175396786681154 -0.00058594558750834269 0.0010684588507092604 -0.00016271632556940729 9.8788761331641492e-05 -0.00067232104018193637 7.9529395575654742e-05 0.0005028912009469817
leaf_weight=0.0010275395096142779 0.001056641047760769 0.0010304009255172825 0.0013984001296745317 0.001436048678220979 0.0014466101262564529 0.0010645793209778098 0.0014734652455589837 0.0014664102798744437 0.0020172892618250241
leaf_count=515 692 280 383 238 211 53 435 136 178
internal_value=0 5.06833e-05 8.86013e-06 7.03898e-05 0.000173465 0.000655646 -1.48239e-05 -0.000297298 0.000224917
internal_weight=0 0.0123898 0.0113594 0.0103028 0.0089044 0.00250063 0.00640377 0.00293988 0.0034639
internal_count=3121 2606 2326 1634 1251 291 960 571 389
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 2 52 0 4 43
split_gain=0.000143812 9.89223e-05 0.000102356 7.13533e-05 0.00015809 0.000135264 8.42966e-05 9.12511e-05 0.000124172 0.00012802
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.090675000000000019 -0.089199999999999988 -0.11013499999999998 -0.083854999999999985 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 -8 9 -9
right_child=1 2 3 6 5 -7 7 8 -10 -11
leaf_value=-0.00070293216053099667 0.0005333188838763036 -0.00059050289443290677 0.00083522746748747973 0.00039824972205826587 -0.00049326244615292001 0.00041277268868581936 0.00024966980421479838 -0.00047374554432131125 -0.00092513119213206757 0.00040321798090427565
leaf_weight=0.0010560395965423632 0.0014436182648719107 0.0010642990494843874 0.0012404584098759395 0.0011515675106440644 0.001209652343245876 0.0013300864397317986 0.0013355979655465086 0.0016085393443467893 0.0010338349759084695 0.0010628767454514687
leaf_count=515 232 185 347 238 107 239 110 314 800 34
internal_value=0 5.06404e-05 -1.24935e-05 4.91929e-05 0.000261471 -1.87628e-05 -8.03936e-05 -0.000189738 -0.000348128 -0.000124828
internal_weight=0 0.0124805 0.0110369 0.00997261 0.0037802 0.00253974 0.00619242 0.00504085 0.00370525 0.00267142
internal_count=3121 2606 2374 2189 693 346 1496 1258 1148 348
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=9
num_cat=0
split_feature=1 150 11 3 49 2 4 52
split_gain=2.51081e-05 4.79932e-05 5.11698e-05 4.40525e-05 7.78603e-05 5.91519e-05 7.36698e-05 5.4306e-05
threshold=0.13686500000000004 0.11259000000000001 0.079915000000000014 -0.12018999999999998 1.0000000180025095e-35 0.097845000000000015 0.0061450000000000003 -0.010034999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.019875997625234967 0.014796619054648963 -0.022284206775638513 -0.020253398908905439 -0.031754428675121342 -0.025488907728504952 0.019135373290983953 0.013588017512814687 0.00095349509048034376
leaf_weight=0.0013556126062096987 0.0010283291658532206 0.0010092876669767657 0.0010272934157029368 0.001010114137627832 0.001007805598223584 0.0018787560484683653 0.0015584467954536992 0.0010204333035943758
leaf_count=137 169 117 188 393 592 347 181 997
internal_value=0 -0.00162314 0.00073087 0.00348359 5.19519e-05 0.0047596 -0.00276579 -0.0153174
internal_weight=0 0.00986775 0.00885846 0.00783117 0.00647556 0.00546775 0.00358899 0.00203055
internal_count=3121 2952 2835 2647 2510 1918 1571 1390
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=11
num_cat=0
split_feature=14 147 159 3 15 15 48 0 2 0
split_gain=0.000238455 0.000154577 0.000122411 8.03743e-05 0.00021318 0.00011746 0.000221673 0.000121279 0.000104472 1.56513e-05
threshold=0.023790000000000002 1.0000000180025095e-35 -0.032739999999999991 -0.10519499999999998 -0.0079099999999999986 -0.016799999999999995 0.083985000000000018 -0.18901999999999997 0.090545000000000014 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 -8 -7 -5
right_child=-2 -3 3 5 -6 8 7 -9 -10 -11
leaf_value=-0.00061845150845174144 -0.00090985296435036481 0.00071442267006127907 0.00094234779572326924 -0.0008786436160568721 -9.4937531080473126e-05 0.00070591406058499956 -0.00021113615111359761 0.00063833841204100322 -3.2902248872659627e-05 -0.00054068168893186847
leaf_weight=0.0011084104051443848 0.0010245400376162469 0.0012987914728902769 0.0012898989449116952 0.0010489349982460167 0.0018604040480975055 0.0012112798218402608 0.0015520607750056925 0.0011070649076081428 0.0018747494534275214 0.0010584530385155467
leaf_count=406 113 166 94 146 180 810 58 378 300 470
internal_value=0 7.15683e-05 2.62969e-06 6.51965e-05 0.000329781 -4.09503e-05 -0.000233911 0.000142523 0.000257086 -0.000708899
internal_weight=0 0.01341 0.0121113 0.0110028 0.0031503 0.00785254 0.00476651 0.00265913 0.00308603 0.00210739
internal_count=3121 3008 2842 2436 274 2162 1052 436 1110 616
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=11
num_cat=0
split_feature=484 42 47 0 0 42 15 2 2 3
split_gain=0.000159339 6.83116e-05 0.000141684 0.000117988 0.000135716 0.000141746 0.000139076 0.000138848 0.000138322 9.97213e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.11069000000000002 -0.23091999999999999 -0.18113999999999997 -1.0000000180025095e-35 -0.03241999999999999 0.085515000000000022 0.10559 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 -8
right_child=1 -3 -4 4 5 6 8 -9 -10 -11
leaf_value=-0.00073148334169368019 0.00061667746135240706 -0.00042757725218508499 0.00066928277096287784 -0.00071774110468467254 -0.00055424726809297003 0.0001351810382907899 -0.00018541386630234927 0.0010716172802278181 -0.0006020187910957841 0.00055700959082516887
leaf_weight=0.0010756084558008845 0.0011175440976547444 0.0010369780065141157 0.0014578945176151248 0.0010603311353029063 0.0013345637654880197 0.0015370469617305574 0.0014539947091436172 0.0010079688840023892 0.0013135696374528757 0.0013335137339357981
leaf_count=515 60 319 112 70 775 205 159 307 130 469
internal_value=0 5.46201e-05 9.7665e-05 1.56297e-05 -5.8665e-05 2.89016e-05 0.000146 0.000506062 -7.74441e-05 0.000169753
internal_weight=0 0.0126534 0.0116164 0.0101585 0.00904099 0.00798066 0.00664609 0.00254502 0.00410108 0.00278751
internal_count=3121 2606 2287 2175 2115 2045 1270 512 758 628
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=9
num_cat=0
split_feature=1 4 151 150 0 15 2 52
split_gain=2.81181e-05 7.60132e-05 4.85277e-05 5.90005e-05 8.65611e-05 7.00686e-05 6.71815e-05 2.76087e-05
threshold=0.077565000000000009 -0.083854999999999985 0.056735000000000001 0.081835000000000019 -0.075359999999999996 -0.016799999999999995 0.11215000000000001 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0088875094905576761 -0.0033755246801519729 -0.030311453313414307 -0.017216735031796541 0.023617221691834073 0.018130210163049203 0.013734849713794725 -0.037275761883947323 0.014247300471257638
leaf_weight=0.0010096089814421146 0.0013847330708715011 0.0010314444081406752 0.0010220727426182297 0.0015068353822321467 0.0019294529388248776 0.0010082752029579385 0.0010116672081062919 0.0010547354610428855
leaf_count=290 225 1283 99 234 481 337 109 63
internal_value=0 -0.00814344 0.00310765 0.00614421 0.00120826 -0.00838152 -0.0176869 0.00293276
internal_weight=0 0.00309579 0.00786304 0.00684096 0.00533413 0.00340468 0.0023964 0.00206434
internal_count=3121 1636 1485 1386 1152 671 334 353
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=12
num_cat=0
split_feature=14 48 0 16 15 4 0 15 1 4 52
split_gain=0.000211845 0.000110359 0.0001796 0.000132688 0.000171382 0.000110084 9.27829e-05 0.000105951 0.000104739 9.83168e-05 1.30398e-05
threshold=0.054835000000000009 0.12737000000000001 -0.10607499999999999 -0.5048999999999999 -0.095869999999999983 0.0052350000000000009 -0.084044999999999995 -0.03241999999999999 0.081670000000000006 -0.49405499999999997 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -8 9 -9 -11
right_child=-2 -3 6 4 5 -7 7 8 -10 10 -12
leaf_value=0.0010049485970108065 -0.00087487509243095981 -0.00056761378414641774 -0.00063810998339838452 -0.00024117411681696461 0.00013487312181934417 0.0010354078412579527 0.00043342012957228493 -0.00045071085466419928 -0.00063074164844300294 0.00013072690917315414 0.00044050559289321168
leaf_weight=0.0010849933797780799 0.0010097200395535891 0.0010005546932444565 0.0010148598859995809 0.0016724752800224545 0.0010083340938457095 0.0010818310015721921 0.001609362321995076 0.0010547706732734479 0.0012652942079693294 0.0010586014871835944 0.0010314732666236613
leaf_count=114 110 94 892 151 101 72 505 45 460 216 361
internal_value=0 5.77863e-05 0.00011045 0.000400843 0.000226643 0.000600973 -8.96706e-05 2.79377e-06 -0.000154352 3.73185e-05 0.000283606
internal_weight=0 0.0128826 0.011882 0.00484763 0.00376264 0.00209017 0.00703436 0.0060195 0.00441014 0.00314485 0.00209007
internal_count=3121 3011 2917 438 324 173 2479 1587 1082 622 577
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=10
num_cat=0
split_feature=484 15 15 52 15 0 52 2 3
split_gain=0.000147295 8.47175e-05 7.24434e-05 6.12034e-05 7.81455e-05 0.000148741 0.000118192 9.55755e-05 0.000116335
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.26636999999999994 -0.03241999999999999 -0.11756999999999999 -0.020999999999999994 0.10097500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 8 -8
right_child=1 2 3 4 6 -7 7 -9 -10
leaf_value=-0.00071999374084843993 0.00050329630115480202 -0.00048723924888065219 -0.00041272307462178042 -8.6472255053464942e-05 0.00046940495571349948 0.00074970586390771038 -0.00046101680480694154 -0.00054766907391383954 0.00038952676773792961
leaf_weight=0.0010289990816616792 0.0014166561547887526 0.001084650567174209 0.0010036482650397664 0.0016066031392083513 0.0013329831074735529 0.0016660155735595964 0.0010410679569998406 0.0017764611743093656 0.0015223673330320496
leaf_count=515 232 185 305 140 196 374 499 146 529
internal_value=0 5.1904e-05 -6.05132e-06 4.64075e-05 9.79201e-05 0.000339207 -4.12755e-05 -0.000198129 4.41021e-05
internal_weight=0 0.0124505 0.0110338 0.00994915 0.0089455 0.00327262 0.00567288 0.0043399 0.00256344
internal_count=3121 2606 2374 2189 1884 514 1370 1174 1028
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 2 49 42 2 13
split_gain=0.000152791 8.73305e-05 6.76568e-05 6.23236e-05 0.000168268 0.000120435 0.000111585 0.00017366 0.000116939 0.000105122
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.090675000000000019 -0.006494999999999999 0.084050000000000014 0.10097500000000002 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 9 -8
right_child=1 2 3 6 5 -7 7 -9 -10 -11
leaf_value=-0.00073422975985330515 0.00051188975565812968 -0.00047751429765989322 0.00085899734069529675 -0.00053804163430522277 -0.00049724389105910375 0.00037075925148071317 0.0010052765804750069 -0.00062466112636447909 -0.00021695830176813035 0.00016998155407915448
leaf_weight=0.0010134958018061151 0.0014381753518252103 0.0010415199257440737 0.0011823722651296449 0.0014970063931317619 0.0011686698885930362 0.0012961949938299524 0.001038855231491768 0.0010418129772738903 0.0011806662353377375 0.0013093394673822445
leaf_count=515 232 185 347 212 107 239 242 537 158 347
internal_value=0 5.80975e-05 -2.57618e-06 4.83411e-05 0.000250907 -4.07883e-05 -7.34196e-05 7.87553e-05 0.000286422 0.000539521
internal_weight=0 0.0121946 0.0107564 0.00971492 0.00364724 0.00246486 0.00606768 0.00457067 0.00352886 0.00234819
internal_count=3121 2606 2374 2189 693 346 1496 1284 747 589
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=9
num_cat=0
split_feature=4 12 42 43 15 4 51 15
split_gain=2.7829e-05 7.6171e-05 6.41684e-05 0.000104092 7.00526e-05 0.000127303 9.7948e-05 3.1579e-05
threshold=0.24564500000000003 0.098810000000000023 0.086665000000000006 0.0034250000000000005 -0.016799999999999995 -0.087894999999999987 0.084745000000000015 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -2
right_child=7 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.032207650533819202 0.017482419898380699 -0.027855262109151426 -0.021831936058848547 0.031916082396656879 -0.015066538814331036 0.032485997573182539 0.0081564405381949236 -0.002881726860788377
leaf_weight=0.0013050884423457113 0.0016398125292431947 0.001082177314121969 0.0010698364699609914 0.001139841888404082 0.0010333071439194818 0.0012368605284633048 0.0011146263252637134 0.0014216994079668149
leaf_count=392 266 404 821 175 256 511 136 160
internal_value=0 -0.00318876 0.000680119 0.0048114 -0.0017762 0.0108416 -0.0136142 0.00802575
internal_weight=0 0.00798174 0.00689956 0.00582972 0.00468988 0.00227017 0.00241971 0.00306151
internal_count=3121 2695 2291 1470 1295 767 528 426
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=8
num_cat=0
split_feature=15 49 0 49 3 3 12
split_gain=2.48388e-05 8.46635e-05 9.60787e-05 7.27595e-05 7.14311e-05 8.36677e-05 6.65063e-05
threshold=-0.03241999999999999 -0.006494999999999999 -0.043914999999999989 -0.043469999999999995 0.095270000000000007 -0.075944999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=0.023663524444340181 -0.026568767286146766 0.021139860599017263 0.0063222584921173155 -0.0080182324604606281 -0.020771399322703221 0.027094448905540438 -0.027066842326491737
leaf_weight=0.0014731530027824822 0.0013532689550424162 0.0016218316476796606 0.0011908217562869392 0.0015801148909995704 0.0013822340467384495 0.0011894803839302651 0.0011954212117684243
leaf_count=256 285 1211 104 557 160 411 137
internal_value=0 -0.00494223 0.00235966 0.00457026 -0.00220441 0.00706189 -0.0104045
internal_weight=0 0.00536134 0.00400807 0.00562498 0.00415183 0.0027696 0.00238624
internal_count=3121 1737 1452 1384 1128 968 241
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=9
num_cat=0
split_feature=3 48 1 1 4 4 0 12
split_gain=2.86379e-05 4.79699e-05 9.80415e-05 7.85669e-05 6.26656e-05 5.47975e-05 2.81347e-05 2.7608e-05
threshold=0.16158000000000003 -0.032929999999999994 0.13265500000000002 0.10752500000000002 -0.0016099999999999997 -0.10429499999999998 -0.11756999999999999 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -5 -3
right_child=-2 2 -4 6 -6 -7 -8 -9
leaf_value=0.017878904802910253 0.015385841099570153 0.0024133460082286957 -0.033110827094395577 0.0047780915496465921 -0.021809502025230638 0.016634570211267866 0.026544101168502001 -0.020545038511086123
leaf_weight=0.0011044609846626073 0.0010810365208142299 0.0010336042771566683 0.0010367303168202944 0.0013048949717093458 0.0018799906775905824 0.0013463434691107141 0.001089857230968265 0.0010619170613758444
leaf_count=161 156 107 126 82 601 1500 207 181
internal_value=0 -0.0017595 -0.00423739 -0.000358229 -0.00712693 0.000892877 0.0146839 -0.00922094
internal_weight=0 0.0098578 0.00875334 0.00771661 0.00532186 0.00344186 0.00239475 0.00209552
internal_count=3121 2965 2804 2678 2389 1788 289 288
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=11
num_cat=0
split_feature=484 15 42 15 13 16 3 4 51 0
split_gain=0.000138913 9.16383e-05 0.000143965 0.000171316 9.50465e-05 9.47209e-05 0.000113162 0.000109924 0.000147062 0.000109619
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.075730000000000006 -0.036009999999999993 -0.010739999999999998 -0.014034999999999997 -0.014944999999999998 0.24564500000000003 0.080335000000000018 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 7 -7 8 -2 -8
right_child=1 4 3 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00069090940195118942 -0.00075296417567783356 0.00014491581416622203 0.00013679366247391984 -0.00088824084773761491 -0.00065168861581678286 0.0010631234029120494 0.00075841459576180123 0.0004562764808648271 0.00021461626013638885 -0.00011273365188602104
leaf_weight=0.001035574829595663 0.0010251194774903351 0.0010436864661327824 0.0016339468706221901 0.0010170873126337508 0.0012846568070592154 0.0010312878912530936 0.0010079831648554215 0.0017668172892292729 0.0014698815461875259 0.001236693129386515
leaf_count=515 141 655 464 180 426 258 97 197 127 61
internal_value=0 5.63485e-05 0.000136549 -0.000256468 -0.000294608 0.000274773 0.000525475 8.20634e-05 -0.000182933 0.00027846
internal_weight=0 0.0125172 0.0101888 0.00265103 0.00232834 0.00753778 0.00327596 0.00426182 0.002495 0.00224468
internal_count=3121 2606 1525 644 1081 881 416 465 268 158
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=11
num_cat=0
split_feature=484 1 12 43 43 43 0 2 12 16
split_gain=0.00014334 7.45572e-05 0.000131136 8.55723e-05 9.76464e-05 0.000111068 8.42431e-05 0.000110608 8.99026e-05 7.4183e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11650500000000001 -0.20207499999999998 -0.090299999999999991 -0.072864999999999985 -0.23091999999999999 0.097845000000000015 0.086420000000000011 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 9 -9 -8
right_child=1 -3 -4 4 5 6 7 8 -10 -11
leaf_value=-0.00072155352434415782 0.0005752730434696522 0.00053124265800751688 -0.00063696718329056047 -0.00056643590719003306 0.00059218212502307069 0.00044161216723654896 -0.00015606193121364269 -0.00013194409893727213 0.00062884478438418557 -0.00080838224334762586
leaf_weight=0.0010039149986405425 0.0011475793892336524 0.0011201943483633058 0.0011165178610634862 0.0010139935065044863 0.0013499067071728677 0.0012149986290577244 0.0018837018454203125 0.0014819269720787872 0.001000253344786735 0.0010404819810068168
leaf_count=515 116 162 94 266 510 73 731 184 206 264
internal_value=0 4.88343e-05 7.96845e-07 7.10708e-05 6.67512e-06 7.95783e-05 -2.4927e-05 -0.000129775 0.000174634 -0.00038817
internal_weight=0 0.0123696 0.0112494 0.0101328 0.00898526 0.00797127 0.00662136 0.00540636 0.00248218 0.00292418
internal_count=3121 2606 2444 2350 2234 1968 1458 1385 390 995
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=9
num_cat=0
split_feature=1 150 0 2 0 4 4 16
split_gain=2.73105e-05 4.48629e-05 5.10873e-05 0.00010105 8.46974e-05 4.32749e-05 4.16207e-05 9.32446e-05
threshold=0.13686500000000004 0.11259000000000001 -0.060129999999999996 0.10097500000000002 -0.10151999999999999 -0.17966999999999997 0.0052350000000000009 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.012478532460677766 0.015466823643612222 -0.021662086891420448 0.0096145458083596383 -0.011183598855622057 -0.028017104361031532 0.038530517446662395 -0.011072566131502624 0.025298949321277232
leaf_weight=0.0014343239496876449 0.001026154784414539 0.0010084827823620976 0.001035740620497036 0.0013397012686435922 0.0012697027645862469 0.0010344968915039637 0.0013147533675216191 0.0015194576594165024
leaf_count=222 169 117 113 254 1866 100 176 104
internal_value=0 -0.00166716 0.000586324 0.0102158 -0.00534261 0.0240638 0.00140206 0.00842668
internal_weight=0 0.00995666 0.00894818 0.00340994 0.00553824 0.00207024 0.00426853 0.00283421
internal_count=3121 2952 2835 467 2368 213 502 280
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=8
num_cat=0
split_feature=4 12 42 0 49 15 15
split_gain=2.62298e-05 6.3505e-05 5.63649e-05 0.000100176 6.2132e-05 0.000127909 2.91504e-05
threshold=0.24564500000000003 0.098810000000000023 0.086665000000000006 0.051010000000000007 -0.006494999999999999 -0.016799999999999995 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.018037885832899083 0.016992174277901406 -0.025747646410795768 -0.020720792186450024 0.03200570678717813 -0.017109861952257856 0.023812697597210296 -0.0026641095342701455
leaf_weight=0.0015863303545790969 0.0016218659937194391 0.0010697397469967935 0.0010617201732046845 0.0010675216202297999 0.0013368631705612541 0.0017817838172884729 0.0014107131077742698
leaf_count=318 266 404 821 125 385 642 160
internal_value=0 -0.00309145 0.000454857 0.00434964 -0.0019253 0.00627052 0.00784835
internal_weight=0 0.00790396 0.00683422 0.0057725 0.00470498 0.00311865 0.00303258
internal_count=3121 2695 2291 1470 1345 1027 426
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=9
num_cat=0
split_feature=3 39 457 151 52 13 4 43
split_gain=2.85283e-05 4.66429e-05 7.98371e-05 7.29396e-05 7.24432e-05 8.53439e-05 0.000137014 3.36543e-05
threshold=0.16158000000000003 0.091820000000000013 0.069910000000000014 -0.00099499999999999979 0.11434500000000002 -0.081224999999999978 0.053180000000000012 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.032663429554551711 0.015351716539225031 0.018159790676785411 0.018170622771766145 0.021670416165092115 -0.02856172492890004 -0.011649457125449333 0.012576766648658089 -0.037194251215562878
leaf_weight=0.0010483631924896536 0.0010828924267605603 0.0010504732483583275 0.001355693336104075 0.001401546729043056 0.0010235035397806302 0.001000606100436242 0.0018648922657078975 0.0010643439829429785
leaf_count=297 156 183 239 547 397 290 236 776
internal_value=0 -0.00175174 -0.00413976 -0.00822527 -0.00419371 0.00048438 -0.00707145 -0.0248161
internal_weight=0 0.00980942 0.00875895 0.00740326 0.00635489 0.00533139 0.00392984 0.00206495
internal_count=3121 2965 2782 2543 2246 1849 1302 1066
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=9
num_cat=0
split_feature=1 4 151 150 0 47 0 52
split_gain=2.70795e-05 8.60819e-05 4.21584e-05 5.42071e-05 7.38003e-05 4.57834e-05 4.64425e-05 3.52706e-05
threshold=0.077565000000000009 -0.083854999999999985 0.056735000000000001 0.081835000000000019 -0.075359999999999996 0.092530000000000015 -0.14226499999999997 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -2 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0096110246079136614 -0.01236008379879929 -0.031829521573326768 -0.016036394309579129 0.022722787631875838 0.016933128840248331 -0.024724836385769871 0.016224090712023232 0.016672282847603373
leaf_weight=0.0010005172547039327 0.0012883927837390697 0.001014827887589327 0.0010043942895898716 0.0014956807717248933 0.0018991031647027728 0.0010767517140456953 0.0010171693979227909 0.0010426162480492024
leaf_count=290 164 1283 99 234 481 155 352 63
internal_value=0 -0.00802322 0.00308327 0.00591688 0.0011575 -0.0077002 0.000250701 0.00380141
internal_weight=0 0.00305796 0.00778149 0.0067771 0.00528142 0.00338231 0.00230556 0.00204313
internal_count=3121 1636 1485 1386 1152 671 516 353
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=11
num_cat=0
split_feature=484 4 150 16 49 12 47 16 16 3
split_gain=0.000177359 6.37615e-05 7.87956e-05 7.21464e-05 6.78171e-05 8.44243e-05 0.000132819 0.000125582 0.000119261 3.75128e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.089910000000000018 -0.51370499999999997 -0.026779999999999995 -0.040564999999999997 0.085270000000000026 -0.013324999999999998 0.15891500000000003 -0.067429999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 7 -7 -9 -8
right_child=1 3 -4 -5 5 6 9 8 -10 -11
leaf_value=-0.0007860103319145248 0.0004649331806524709 6.7699781114891427e-05 -0.00046455219660208029 0.00073994396601876039 -0.00051235924646604147 -0.00063598888953258527 0.00074616504273816069 0.00058407678256077811 -0.00027692810671024374 0.00021632425250787973
leaf_weight=0.0010404097102020846 0.0013035000136119163 0.0015643878276294734 0.0013017648759433469 0.0010101076989318285 0.001132311367875124 0.0013104451970753915 0.0010000140510392211 0.0011319678092273355 0.0013635773213196488 0.0010565193487608732
leaf_count=515 196 113 195 245 120 1042 153 226 258 58
internal_value=0 5.74414e-05 -1.60422e-05 0.000331456 5.43159e-05 -2.22034e-05 7.24672e-05 -0.000144479 0.00011362 0.000473966
internal_weight=0 0.0121746 0.0096001 0.0025745 0.00829834 0.00699484 0.00586252 0.00380599 0.00249555 0.00205653
internal_count=3121 2606 2248 358 2053 1857 1737 1526 484 211
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=8
num_cat=0
split_feature=51 2 52 52 3 4 4
split_gain=2.83775e-05 4.84356e-05 9.04014e-05 7.64285e-05 7.16639e-05 0.000102509 0.000131109
threshold=-0.076794999999999988 0.11018500000000002 0.070205000000000017 0.084960000000000022 -0.13309499999999996 0.181285 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.011136505937865625 -0.018224807966872911 -0.00024778047387685693 0.036910863199917716 -0.020820524648995101 0.020629468284126744 0.038191585075378925 -0.027327281021271934
leaf_weight=0.0019045554855724395 0.0010758482640179068 0.0018259634440462007 0.0010207043492633967 0.0016874182374912519 0.001321117699948416 0.001002621052603985 0.0010027893767701578
leaf_count=537 130 312 155 806 793 126 262
internal_value=0 0.00230793 0.0130759 -0.00272553 0.00421023 0.011466 -6.43534e-05
internal_weight=0 0.00893646 0.00284667 0.00608979 0.00440238 0.00332653 0.00232391
internal_count=3121 2584 467 2117 1311 1181 1055
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=11
num_cat=0
split_feature=484 4 4 15 16 4 47 0 15 3
split_gain=0.000144958 0.000105676 6.83637e-05 0.000136193 0.000100856 0.000159245 8.55548e-05 0.000111001 9.68725e-05 6.25062e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.0024449999999999997 -0.022504999999999997 -0.0064149999999999997 -0.17966999999999997 0.10783500000000001 -0.11013499999999998 -0.08730499999999998 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 8 -4 -3
right_child=1 9 6 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0006958148192453146 0.00064934764066733157 0.0001165320590080485 -0.00052882227952191275 -0.00050569021193176483 -0.00022376295490391475 0.00073616492270110127 0.00022190084636736722 -0.00088472116329678093 0.00028555885100286642 0.00073375033528986046
leaf_weight=0.0010888260695967834 0.0013477126646616582 0.0013352247436857478 0.0011406888438786414 0.0013612309687202405 0.0017314686852135108 0.001078152108922831 0.0012503634925924295 0.0011147089897922393 0.0011061279016771342 0.0011957390898591049
leaf_count=515 395 78 81 961 173 182 62 340 66 268
internal_value=0 4.97492e-05 -3.97884e-05 0.000107461 -6.76365e-05 0.000144596 -0.000215987 -0.000378865 -0.000127895 0.000408133
internal_weight=0 0.0126614 0.0101305 0.00551856 0.00417085 0.00280962 0.00461189 0.00336153 0.00224682 0.00253096
internal_count=3121 2606 2260 1711 1316 355 549 487 147 346
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=8
num_cat=0
split_feature=15 49 49 0 0 16 16
split_gain=2.53476e-05 7.36464e-05 7.14177e-05 8.25403e-05 6.83471e-05 0.000128226 5.69599e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.006494999999999999 -0.043914999999999989 -0.10836499999999999 -0.056919999999999991 0.25084500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 -5
right_child=2 4 3 6 5 -7 -8
leaf_value=0.02389762981082004 -0.025080647165129595 -0.017095440320085181 0.019309359201104947 -0.023566269822085512 0.031323722096315461 -0.015595661344610493 0.0078848351295553541
leaf_weight=0.0014653349974066568 0.0013277759296193145 0.0017616206353486584 0.0015930285346120714 0.0013512875030706221 0.0012238777855195695 0.0011114139937453485 0.0010034360447079838
leaf_count=256 285 244 1211 120 381 503 121
internal_value=0 0.00465738 -0.00501826 0.00172946 -0.00222424 0.00899381 -0.0101638
internal_weight=0 0.00556225 0.00527553 0.00394775 0.00409691 0.00233529 0.00235472
internal_count=3121 1384 1737 1452 1128 884 241
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=8
num_cat=0
split_feature=2 13 2 1 13 16 2
split_gain=2.79203e-05 4.80043e-05 6.56689e-05 3.65524e-05 7.34465e-05 0.000131527 6.2378e-05
threshold=0.098260000000000014 -0.08971999999999998 0.11215000000000001 0.12958500000000003 -0.033284999999999988 -0.0068949999999999992 0.083215000000000011
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.025520025637073479 0.019427106533662863 0.016886941308608561 -0.013683074955180487 0.011762953942230467 0.0019592957266973817 0.028339293878641425 -0.031200209041884999
leaf_weight=0.0016349893451929774 0.0016625346521896393 0.0011489264119619006 0.0018092670649398619 0.0011348646356930774 0.001215754840870803 0.0011197111372362027 0.0010636133460169513
leaf_count=1207 206 340 393 94 213 211 457
internal_value=0 0.00583106 -0.00181005 -0.00444918 -0.008104 0.000273276 -0.0135138
internal_weight=0 0.00462073 0.00295819 0.00616893 0.00503407 0.00339908 0.00227937
internal_count=3121 939 733 2182 2088 881 670
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=8
num_cat=0
split_feature=42 475 43 0 4 2 2
split_gain=2.7295e-05 5.54996e-05 5.20781e-05 7.54104e-05 5.47485e-05 6.2004e-05 4.54845e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.066689999999999985 0.24564500000000003 0.089885000000000007 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.012179955218859033 -0.019885677078751694 -0.00035482414211938517 -0.026752169421622219 0.037692859460633152 0.013885799378869272 0.015654768040562199 -0.0093396128707195405
leaf_weight=0.0015804589883709067 0.0010245489489345986 0.0010542336600219253 0.001100300129919757 0.0010297519052062454 0.00195607095262501 0.0012415882783735348 0.0017603848330226355
leaf_count=862 448 515 507 147 214 196 232
internal_value=0 0.00204956 0.00480967 0.0184455 0.000119118 -0.0064452 0.000997832
internal_weight=0 0.00916688 0.00814233 0.00208399 0.00605834 0.00410227 0.00300197
internal_count=3121 2259 1811 662 1149 935 428
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=8
num_cat=0
split_feature=1 0 15 1 2 4 0
split_gain=2.54554e-05 7.67176e-05 4.01954e-05 8.32815e-05 8.26467e-05 0.000126585 7.45662e-05
threshold=0.077565000000000009 0.051010000000000007 1.0000000180025095e-35 0.11181500000000001 1.0000000180025095e-35 0.0052350000000000009 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=-0.02541209929256303 -0.0062706453574052426 0.006663576954391493 -0.01413313050362338 -0.02441336110268591 0.005774664144315567 0.052566003383774589 0.0069289436620987247
leaf_weight=0.0013606874233550803 0.0010526739689029406 0.0016497193633060875 0.0011614109585476561 0.0012649413215641177 0.0012450564018845062 0.001079405917130849 0.001898049799867674
leaf_count=1561 255 75 433 127 237 117 316
internal_value=0 -0.00783445 0.00301038 0.00605476 0.0169756 0.0275031 -0.00560545
internal_weight=0 0.00301041 0.00770154 0.00654013 0.00337714 0.00232446 0.00316299
internal_count=3121 1636 1485 1052 609 354 443
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=7
num_cat=0
split_feature=1 3 3 1 3 3
split_gain=2.23568e-05 4.7799e-05 9.99267e-05 4.56701e-05 8.87497e-05 7.36816e-05
threshold=0.094825000000000007 -0.12018999999999998 0.090900000000000009 0.10708500000000001 -0.13309499999999996 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.010141101366808472 0.020867845994488932 -0.026580586426221343 0.0083113112418448133 -0.026811211838167794 0.019840026178498889 -0.0089274171185522878
leaf_weight=0.0014400529770553921 0.0012733119475625276 0.0019171193302628519 0.0014352936187891491 0.001004450481123409 0.0019660487290841088 0.0016272594266686299
leaf_count=174 307 1932 90 95 327 196
internal_value=0 -0.0050966 -0.0116421 0.00410828 -0.000533151 0.00681245
internal_weight=0 0.00479247 0.00335241 0.00587107 0.00459776 0.00359331
internal_count=3121 2196 2022 925 618 523
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=10
num_cat=0
split_feature=132 42 160 3 151 474 16 0 0
split_gain=8.2401e-05 0.000122706 0.000105666 0.00014943 0.000156674 0.000109603 8.28495e-05 0.000111154 7.62956e-05
threshold=0.081240000000000021 -0.088934999999999986 -1.0000000180025095e-35 -0.13309499999999996 -0.0083949999999999979 0.059400000000000008 -0.071854999999999988 -0.11756999999999999 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -6 -8
right_child=-2 2 3 4 6 -7 8 -9 -10
leaf_value=-0.00066446419768012219 0.00052242643933623904 -0.0007375535532598423 -0.00038913723042245077 -0.00036725406128747658 0.000254894247900091 0.00010215881057682268 -0.00026276617043990443 0.0010378390435859953 0.00041898418372544351
leaf_weight=0.0011617419405119114 0.0010174193458501674 0.0013175576869145335 0.0018258168937179678 0.0013011844013403389 0.0014745800867785866 0.0010936781047543118 0.0010702744638025139 0.0013222862001686549 0.0015380863928625233
leaf_count=298 321 548 162 270 118 253 366 647 138
internal_value=0 -5.85658e-05 5.7555e-06 0.000108181 0.000243576 -0.00035668 0.000390619 0.00062505 0.000139245
internal_weight=0 0.0121052 0.0109435 0.00853223 0.00670641 0.00241124 0.00540523 0.00279687 0.00260836
internal_count=3121 2800 2502 1701 1539 801 1269 765 504
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 15 15 52
split_gain=0.000178578 9.30538e-05 0.000145363 0.000123209 0.000191499 0.000140016 0.000143767 0.000125367 0.000124617
threshold=-1.0000000180025095e-35 0.10194000000000002 0.11069000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.022504999999999997 -0.095869999999999983 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00078182065142295564 -0.00086321610566396335 -0.00051046845159463054 0.00071095289850984578 0.0005240287453661611 8.6403925133160921e-05 -0.00044293202593311486 -0.00061340514359739832 0.00092535961302411677 0.00023283604724293988
leaf_weight=0.0010572394843625663 0.0010246681331721489 0.0010146733145162548 0.0013582766784107679 0.0016036845758729172 0.0013439961607062839 0.0017354469791132452 0.0011490652874090335 0.0013962059224904458 0.0016014901431603756
leaf_count=515 666 319 112 355 121 155 319 261 298
internal_value=0 5.81521e-05 0.000109608 2.6723e-05 -6.99361e-05 4.25502e-05 0.000195995 0.000513874 -0.000120688
internal_weight=0 0.0122275 0.0112128 0.00985456 0.00825087 0.0072262 0.00549076 0.0027402 0.00275056
internal_count=3121 2606 2287 2175 1820 1154 999 382 617
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=10
num_cat=0
split_feature=52 52 51 52 160 12 16 151 1
split_gain=5.46765e-05 0.00010903 6.80222e-05 6.65411e-05 7.05595e-05 7.23158e-05 9.92159e-05 0.000139971 0.000135503
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 -0.046924999999999988 -1.0000000180025095e-35 0.11650500000000001 -0.056919999999999991 -0.00099499999999999979 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -9
right_child=1 2 3 4 5 -7 -8 8 -10
leaf_value=-0.0004307341218715254 0.00063189633799354522 -0.00049618340228335276 0.00040218580638293791 -0.00051707299344888797 -0.00032648207602595892 -0.0004349791042512849 -0.00024431706241706644 -2.1080082731732826e-05 0.00084899928939635998
leaf_weight=0.0010229474784706717 0.00109214622553687 0.0010353194649736436 0.0015685345268750305 0.001035436096335743 0.0010262598557138104 0.001079878652350561 0.0019533346583092267 0.0011155573785571148 0.0017961960276757524
leaf_count=364 274 253 248 567 102 70 176 842 225
internal_value=0 4.1982e-05 -1.87382e-05 3.28856e-05 -3.94616e-05 3.1478e-05 0.000116979 0.000296189 0.000515653
internal_weight=0 0.0117027 0.0106105 0.0095752 0.00800666 0.00697123 0.00589135 0.00393801 0.00291175
internal_count=3121 2757 2483 2230 1982 1415 1345 1169 1067
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 1 49 0 13
split_gain=0.000145122 9.03763e-05 0.000146689 0.000106247 0.000156201 9.57341e-05 8.38781e-05 0.000112924 9.02191e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 -0.006494999999999999 -0.083914999999999976 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 -9
right_child=1 2 3 6 -6 -7 7 8 -10
leaf_value=-0.0007154416778462992 -0.00050990902861944277 0.00079418494452606161 -0.00035599616234266077 -0.00061825515932923487 0.00067055803732486534 0.00030472884897386103 0.00052307279018878883 0.00022116307558597649 -0.00051919572150339703
leaf_weight=0.0010260173363351487 0.0010101041602125103 0.0010668055091269278 0.0017111061379085745 0.0012371216715822827 0.0019164559532626226 0.001662052414115707 0.0010304797478537624 0.0010156825133003115 0.0016787199384897828
leaf_count=515 318 206 260 147 341 217 397 53 667
internal_value=0 5.20589e-05 0.000102211 3.0203e-05 0.000223537 -3.04379e-05 -0.000175895 -2.89772e-05 -0.00024011
internal_weight=0 0.0123285 0.0113184 0.0102516 0.00528961 0.00337316 0.004962 0.00372488 0.0026944
internal_count=3121 2606 2288 2082 818 477 1264 1117 720
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=10
num_cat=0
split_feature=484 15 160 15 0 42 3 49 13
split_gain=0.000190088 0.000122912 8.82772e-05 9.67345e-05 0.000105258 0.000151295 0.000176804 0.000103218 6.24757e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092070000000000013 -0.11713499999999999 -0.053834999999999994 0.075730000000000006 0.076840000000000006 -0.006494999999999999 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 -5 -9
right_child=1 2 -4 4 5 -7 -8 8 -10
leaf_value=-0.00081355461594654233 0.00059384728805826799 -0.00052205575425031249 -0.00053835731540476637 -4.486076401409716e-05 0.00062679032243266879 -0.00073664990488633267 -0.00034492119643227961 0.00017167533907144276 0.00074551841397258519
leaf_weight=0.0010254388811911661 0.0014866526737013783 0.0010193212293983693 0.0010826332930871903 0.0020027482480698784 0.0013636279282592039 0.0011145848929124819 0.0015250204223459796 0.0011794675834089973 0.0019117182178566726
leaf_count=515 232 164 156 298 166 119 89 636 746
internal_value=0 6.41158e-05 -6.20461e-06 5.07446e-05 0.000114926 -0.000122991 0.000113789 0.000301901 0.000526564
internal_weight=0 0.0126858 0.0111991 0.0101165 0.00909717 0.00400323 0.00288865 0.00509393 0.00309119
internal_count=3121 2606 2374 2218 2054 374 255 1680 1382
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 0
split_gain=2.55161e-05 7.35734e-05 0.000116598 4.19666e-05 8.1988e-05 7.00613e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.11212500000000002 0.111945 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0034487714753823925 -0.012258692066442676 0.031771324951555172 -0.037872627203621646 0.020740250880935854 -0.015070604616778484 6.5195217444055534e-05
leaf_weight=0.0019488743044073402 0.0014783004209912446 0.0011729049255939383 0.001051220921524109 0.0018316280246215618 0.0016382366933632075 0.0017174100294877731
leaf_count=481 630 1079 95 239 401 196
internal_value=0 0.00187865 -0.0110301 0.00796769 0.00280167 0.0129317
internal_weight=0 0.00936027 0.0030001 0.00636018 0.00452855 0.00289031
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=10
num_cat=0
split_feature=484 4 16 150 48 15 3 12 43
split_gain=0.000203092 8.65388e-05 0.000116966 0.000101503 9.50956e-05 0.000128797 0.000143794 0.000163457 7.20635e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.089910000000000018 0.083985000000000018 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -0.072534999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00082291566040873596 -0.00047048819086361585 3.7438623636133277e-05 0.00088556331121378165 -0.00051430808601086867 0.00045154741854354423 0.00063129498418269066 0.00067629387529672411 -0.00061912746744189728 -0.00010405711667707342
leaf_weight=0.0010820306649485132 0.0019745771253285079 0.0015411878112326872 0.0010518449799721882 0.0013796546933818399 0.0018559465749026964 0.001017646413458452 0.0013159750222837552 0.0013425250162778738 0.0010319375109626395
leaf_count=515 396 113 245 195 372 72 47 1036 130
internal_value=0 6.25424e-05 0.000381474 -2.08392e-05 5.88947e-05 -5.0155e-05 0.000126133 -8.73025e-05 0.000261055
internal_weight=0 0.0125113 0.00259303 0.00991826 0.00853861 0.00668266 0.00470808 0.00339211 0.00204958
internal_count=3121 2606 358 2248 2053 1681 1285 1238 202
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=8
num_cat=0
split_feature=42 475 43 3 0 16 1
split_gain=2.46191e-05 4.57726e-05 4.93729e-05 6.09079e-05 8.78412e-05 8.70857e-05 0.000122879
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.052984999999999997 -0.36241499999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.011525307828061366 -0.017940071945728189 0.029443149684219357 -0.011723115088844533 -0.014842844438579823 -0.01974988579665627 -0.0046918497213704292 0.034521669538710671
leaf_weight=0.0015951878719562178 0.0010305535496368473 0.0011174264883272653 0.0015401697004219297 0.0010298782729038932 0.0012280727316982924 0.0013534549142234617 0.0019510655954373575
leaf_count=862 448 152 157 197 194 834 277
internal_value=0 0.00192635 0.00441702 0.00813841 0.00385858 0.0105476 0.0184607
internal_weight=0 0.00925062 0.00822007 0.0066799 0.00556247 0.0043344 0.00330452
internal_count=3121 2259 1811 1654 1502 1308 1111
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 13 1 4
split_gain=0.000210682 9.00465e-05 0.000113963 0.000118272 0.000180469 0.000173915 0.000149247 0.000156853 0.000202759
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.13710499999999998 0.094385000000000011 -0.078809999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00085583652922721718 -0.00081636233944742205 -0.00049217527793098408 0.00062828359629116064 0.00051865857574951715 -0.00031741723244908603 -0.00048386495393367991 0.0007828397486100313 0.00088124764228584846 -0.00035638799101018917
leaf_weight=0.0010372071270164261 0.0010473974154225629 0.0010285441259405481 0.0014450320691459769 0.0016546698109944072 0.0014571013227441497 0.0017618322308125935 0.0010052644965386779 0.0016497822736201099 0.001492281720294605
leaf_count=515 665 319 119 352 61 154 198 243 495
internal_value=0 6.36919e-05 0.00011335 3.94456e-05 -5.47987e-05 5.34869e-05 0.000222411 0.000412072 0.000102152
internal_weight=0 0.0125419 0.0115134 0.0100683 0.00841366 0.00736626 0.00560443 0.00414733 0.00249755
internal_count=3121 2606 2287 2168 1816 1151 997 936 693
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=10
num_cat=0
split_feature=484 42 15 3 49 0 43 52 16
split_gain=0.000301176 0.000109372 0.000136458 0.000193081 0.000167967 0.000120324 0.000120425 9.10245e-05 0.00010806
threshold=-0.0068949999999999992 0.10256000000000001 -0.03241999999999999 -0.13927999999999999 -0.006494999999999999 -0.043914999999999989 0.055925000000000009 -0.07167999999999998 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -5 -9
right_child=1 -3 4 7 5 6 -8 8 -10
leaf_value=-0.001032710168235291 0.001107626814440053 -0.00054548916168565349 -0.0006803391760841147 -0.00017923802397973648 0.00050333111327748926 -0.00052655223551525824 0.0003308526771697785 -1.7091534379669143e-05 0.00070752197069694678
leaf_weight=0.0010210255047415845 0.0010275844291596226 0.0010083598572448336 0.0013974945319205449 0.0017934757393943289 0.0017230159971497786 0.0014962004457729958 0.0010876126778143203 0.0014694950414466295 0.0017143021284826516
leaf_count=503 83 311 201 382 919 161 27 207 327
internal_value=0 7.41457e-05 0.000127507 0.000333815 -8.96707e-05 0.000101991 -0.000165642 0.000174057 0.000373074
internal_weight=0 0.0127175 0.0117092 0.00600486 0.00570432 0.00430683 0.00258381 0.00497727 0.0031838
internal_count=3121 2618 2307 999 1308 1107 188 916 534
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 0 13 2 1
split_gain=0.000178564 7.91648e-05 0.000163615 8.74247e-05 0.000140221 8.93788e-05 0.000153933 9.2271e-05 8.32141e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 -0.11013499999999998 -0.084034999999999985 0.096540000000000015 0.111945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -5 -7 -8 -4
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=-0.00078108114158273033 -0.00044875978336394854 0.00085710729265876871 -0.00032062228285184433 0.00029956487377746856 0.00064733301339688261 0.00020448534183445846 -0.00099296286098360625 -0.00019887201355047582 0.00029813463928694183
leaf_weight=0.0010195973921409253 0.0010258835949855704 0.0010504540834871375 0.0017199097335626079 0.0013083050246162592 0.0018971347949333782 0.0014382578711746733 0.001186232089011877 0.001070069914058106 0.0016253037684335894
leaf_count=515 328 196 260 111 341 303 721 129 217
internal_value=0 7.27592e-05 0.000120124 4.45603e-05 0.000221503 -0.000140853 -0.000296812 -0.000616359 -1.99934e-05
internal_weight=0 0.0123216 0.0112957 0.0102452 0.00524235 0.00500286 0.00369456 0.0022563 0.00334521
internal_count=3121 2606 2278 2082 818 1264 1153 850 477
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=11
num_cat=0
split_feature=484 15 52 160 52 15 15 0 52 13
split_gain=0.000176403 0.000100741 7.75399e-05 6.88614e-05 7.95527e-05 7.60077e-05 0.000166619 8.94222e-05 8.25217e-05 7.30422e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.26636999999999994 0.092070000000000013 -0.046924999999999988 -0.03241999999999999 -0.098289999999999975 -0.11013499999999998 0.083680000000000018 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7 -9 -10
right_child=1 2 3 -5 5 7 -8 8 9 -11
leaf_value=-0.00078427629300820742 0.00053388390051822094 -0.00052604729932258091 0.00045026662866534071 -0.0004394741339160115 -0.00011668278873627203 0.00032371912910763478 0.00087514802674308601 -0.00075647255861398157 0.00028530838692783045 -0.00043962929655130042
leaf_weight=0.0010377370071074201 0.001499093256621239 0.0010085409629189803 0.0019417289033606478 0.0010177481665574291 0.0017321023017080753 0.0011022849470130238 0.0010435016983837619 0.0011098625949837342 0.0010110716148640834 0.0011333286379463922
leaf_count=515 232 316 333 129 192 85 226 457 141 495
internal_value=0 5.67817e-05 -7.65157e-06 4.41561e-05 9.84012e-05 2.60578e-06 0.000256201 -0.000158962 -0.000322456 -9.78256e-05
internal_weight=0 0.0125993 0.0111002 0.0100916 0.00907388 0.00713215 0.0027756 0.00435655 0.00325426 0.0021444
internal_count=3121 2606 2374 2058 1929 1596 418 1178 1093 636
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=11
num_cat=0
split_feature=484 4 16 43 48 2 16 1 52 16
split_gain=0.000149305 9.35842e-05 8.45819e-05 6.92469e-05 8.22346e-05 8.81428e-05 0.000182062 0.000140606 7.62521e-05 4.42481e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.0034250000000000005 0.091545000000000015 0.084245000000000014 -0.008904999999999998 0.11669000000000002 0.091275000000000009 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 -2 -8 -5
right_child=1 2 -4 9 -6 6 8 -9 -10 -11
leaf_value=-0.00071965308439300452 0.00035803306002528005 9.568118959527681e-05 0.00082014476997965824 -8.2695715534460052e-06 0.00025392381353659315 -0.0010871982333990318 -0.00047707910997188478 -0.00055221755380798041 0.00028160922391575041 0.000561791507605098
leaf_weight=0.0010398024347089514 0.001777481224698133 0.0015447323116864543 0.0010345432267269618 0.0010254051281650099 0.0017552034211185804 0.0011234177187527195 0.0010358982444050343 0.0010308115410424534 0.0010019202764287903 0.001069497715140256
leaf_count=515 495 113 245 354 218 609 371 51 67 83
internal_value=0 5.38799e-05 0.000386262 -3.34254e-05 -0.000119173 -0.000228874 -0.000453441 2.39166e-05 -0.00010406 0.00028276
internal_weight=0 0.0123989 0.00257928 0.00981964 0.00772473 0.00596953 0.00316124 0.00280829 0.00203782 0.0020949
internal_count=3121 2606 358 2248 1811 1593 1047 546 438 437
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=12
num_cat=0
split_feature=484 4 49 160 2 43 2 4 0 16 0
split_gain=0.000165418 0.000102822 7.67332e-05 8.92079e-05 9.17789e-05 0.000120826 0.000112012 8.93447e-05 7.51827e-05 7.18884e-05 5.17814e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092185000000000017 0.086870000000000017 0.10097500000000002 -1.0000000180025095e-35 0.11293500000000002 -0.0024449999999999997 -0.08824499999999999 -0.52595999999999987 -0.04917499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -6 -7 -2 -3 -10
right_child=1 9 -4 -5 6 7 -8 -9 10 -11 -12
leaf_value=-0.00074156317138840443 -0.00055992571109144697 0.00014931207983908776 0.00049504881640400613 -0.00055680272027527433 -0.00077725237468719802 0.00082360489987095176 0.00010269570048069032 8.0365994649979927e-05 0.0004112200866944735 0.00081901126275631749 -0.00021137690638765812
leaf_weight=0.0010427721453494963 0.0010114374074837494 0.0015100593423203407 0.0010079920930916768 0.0012714007559525634 0.0011018745697755176 0.0012684107319383547 0.0011230254120528985 0.0012198558943862436 0.0010051001306402743 0.0010411404361994007 0.0010502642958970837
leaf_count=515 192 104 329 166 170 322 154 108 750 242 69
internal_value=0 7.10394e-05 -1.81253e-05 -7.52741e-05 3.41716e-06 0.000138196 -0.000333096 0.000459237 -0.000122282 0.000422615 9.30812e-05
internal_weight=0 0.0126106 0.0100594 0.00905137 0.00777997 0.00555507 0.0022249 0.00248827 0.0030668 0.0025512 0.00205536
internal_count=3121 2606 2260 1931 1765 1441 324 430 1011 346 819
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 0 0 16 2
split_gain=0.000206407 0.000133571 0.000115124 7.30794e-05 8.60304e-05 0.000102585 0.000142089 0.000171547 0.00025151 9.08669e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.11093500000000002 0.15398500000000004 -0.060129999999999996 0.26676500000000009 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 7 -6 -9 -4
right_child=1 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00082661532519103897 0.00062217153525687358 -0.0006093762266935923 0.00068767623232446687 -0.0004312894967422128 -0.00053201671936011158 0.00050597251014912058 -0.00079918526476362346 0.00087670297463994702 -0.00039076440108592688 -5.3666813462356705e-06
leaf_weight=0.0010682906100913199 0.0014907353701682181 0.0010857978909252141 0.0017069230698781917 0.0010315544718658394 0.0013470030399874034 0.0011664416416773647 0.0010020124786815632 0.0014168917710402013 0.0010464973777235542 0.0012674289715709289
leaf_count=515 232 185 105 135 1311 216 37 105 118 162
internal_value=0 7.11686e-05 -3.02826e-06 6.29094e-05 0.000119849 -1.57179e-05 -0.000142166 3.06087e-05 0.000338257 0.000392357
internal_weight=0 0.0125613 0.0110706 0.00998475 0.0089532 0.00597885 0.0048124 0.00381039 0.00246339 0.00297435
internal_count=3121 2606 2374 2189 2054 1787 1571 1534 223 267
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=12
num_cat=0
split_feature=484 4 49 160 4 49 2 43 1 16 1
split_gain=0.00014153 9.8892e-05 7.49419e-05 8.86952e-05 8.12591e-05 0.000115955 0.000138456 0.000116672 8.03113e-05 6.37691e-05 6.0461e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.093655000000000002 0.090195000000000011 -0.0024449999999999997 -0.026779999999999995 0.10097500000000002 -1.0000000180025095e-35 0.11588000000000001 -0.52595999999999987 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 -3 -6
right_child=1 9 -4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00068879463806605058 0.00074112235562170633 0.00013753194538136394 0.00047580125177364922 -0.0006326974108879454 -0.00015971912131473436 -0.00010218593422154204 -0.00049655361971258686 0.00078047837986023369 0.00010310117830114733 0.00076427649213837458 -0.0008375586670343445
leaf_weight=0.0010629864734253485 0.0010021093205764566 0.0014891504034970462 0.0010140273043750475 0.0010147188409886454 0.0010115903591623003 0.0013224347476610944 0.0014044466972309459 0.0010196984672217386 0.0014730579485063844 0.0010745098713310635 0.001012087310394677
leaf_count=515 183 104 313 127 204 787 206 302 55 242 83
internal_value=0 5.57054e-05 -3.02596e-05 -8.56755e-05 -1.83566e-05 0.000148677 -9.78618e-06 0.000282101 -0.000245194 0.00040022 -0.000498722
internal_weight=0 0.0128378 0.0102742 0.00926014 0.00824542 0.00474869 0.00374658 0.00234213 0.00349674 0.00256366 0.00202368
internal_count=3121 2606 2260 1947 1820 1478 1295 1089 342 346 287
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=8
num_cat=0
split_feature=50 484 42 15 1 4 52
split_gain=2.95234e-05 5.44627e-05 4.18768e-05 3.50744e-05 9.12334e-05 8.94206e-05 6.17459e-05
threshold=0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 0.040760000000000005 0.11212500000000002 0.0052350000000000009 0.077655000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.01655634279808799 -0.015815721578123491 0.022247579206412633 -0.022416529376653768 0.016595048310660387 -0.019297191144758957 0.023484288942591081 0.0098418312440323244
leaf_weight=0.0014483595477341365 0.0010732553022658681 0.0011367898171811422 0.0011540292067856433 0.0013527219638944619 0.0019153990440525983 0.0018517615296767898 0.0012213455389075926
leaf_count=661 597 322 426 519 270 274 52
internal_value=0 0.00163051 -0.000990049 0.00201793 -0.00119227 0.00701143 -0.00583026
internal_weight=0 0.0100804 0.00894362 0.00749526 0.00614254 0.00422714 0.00237537
internal_count=3121 2524 2202 1541 1022 752 478
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=9
num_cat=0
split_feature=4 0 1 13 3 49 12 2
split_gain=2.67705e-05 5.11816e-05 7.84313e-05 4.5571e-05 6.48646e-05 7.2189e-05 5.07013e-05 4.01781e-05
threshold=-0.49405499999999997 0.051010000000000007 0.077565000000000009 -0.10664 0.11296500000000002 -0.006494999999999999 0.081420000000000006 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.015432409704244435 -0.022818048566190591 0.020629507754092415 0.020905973615389838 -0.022389389686643349 -0.019646501779710356 0.028128353319989276 0.0010540287819604146 0.0052078756498573145
leaf_weight=0.0010260461896153148 0.0014036337571680518 0.0012308124053261741 0.0011881251428387503 0.001087190222500839 0.0013747267237222971 0.0014860599582917702 0.0012939303056523728 0.0010248227471293843
leaf_count=156 1557 118 212 132 84 236 513 113
internal_value=0 0.00152172 -0.00113315 0.00294979 -0.000454573 0.00493865 0.0155268 -0.00899823
internal_weight=0 0.0100893 0.00885849 0.00745486 0.00626673 0.004892 0.00277999 0.00211201
internal_count=3121 2965 2847 1290 1078 994 749 245
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=9
num_cat=0
split_feature=147 15 16 42 52 4 2 12
split_gain=2.83842e-05 4.85977e-05 5.13689e-05 4.24356e-05 7.54271e-05 7.86925e-05 8.82412e-05 2.39449e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.40995499999999996 0.091735000000000025 -0.088204999999999992 -0.0016099999999999997 0.10097500000000002 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.018523085717287571 0.015639740735867689 -0.024558904166586019 -0.017744483451898489 -0.019698768075887399 0.039020650445530658 -0.0084622091187557726 -0.0066547354995226404 0.018205852452958308
leaf_weight=0.0010649130729037037 0.001045686894514202 0.0010769361929793978 0.0015496051251072665 0.0010791644205748376 0.0010672748374288021 0.0019674366550755029 0.0010772515041537608 0.0011462391764056651
leaf_count=243 124 181 518 535 116 318 140 946
internal_value=0 -0.00167335 -0.00407269 -0.00127537 0.00164508 0.00735923 0.0168183 0.028242
internal_weight=0 0.0100288 0.00896391 0.00788697 0.00680781 0.0052582 0.00329077 0.00221351
internal_count=3121 2997 2754 2573 2038 1520 1202 1062
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=9
num_cat=0
split_feature=3 15 42 3 47 48 15 16
split_gain=2.79189e-05 4.64153e-05 4.65236e-05 0.000102993 0.000132491 9.37695e-05 8.84888e-05 2.88903e-05
threshold=0.16158000000000003 0.084050000000000014 0.075730000000000006 -0.10519499999999998 0.092710000000000015 0.086260000000000017 -0.033689999999999991 -0.0019699999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -4 -5
right_child=-2 -3 6 4 -6 -7 -8 -9
leaf_value=0.026196551287552501 0.015067113072361679 -0.022114824904143821 0.0059394727632616842 0.027053917342370587 -0.033184170135072376 -0.018531766540626042 -0.030927594517313223 0.0053286780134152627
leaf_weight=0.0017098002859150634 0.001102152087477287 0.0010021643485146484 0.0014528169346493586 0.0013774650121099613 0.0010800357453438279 0.0010272220903494883 0.001179698083941674 0.0011016268212629945
leaf_count=208 156 1050 660 283 125 157 296 186
internal_value=0 -0.00170866 0.000581758 0.00524933 -0.00255983 0.00687326 -0.0105816 0.0173999
internal_weight=0 0.00993083 0.00892866 0.00629615 0.00458635 0.00350631 0.00263252 0.00247909
internal_count=3121 2965 1915 959 751 626 956 469
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=10
num_cat=0
split_feature=484 4 16 4 15 16 4 1 4
split_gain=0.000182974 6.7013e-05 7.9558e-05 7.13411e-05 0.000111242 9.85993e-05 0.000165458 7.91398e-05 3.90453e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 -0.0024449999999999997 -0.022504999999999997 -0.0064149999999999997 -0.17966999999999997 0.10781 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 -5 -9
right_child=1 2 -4 7 5 6 -8 8 -10
leaf_value=-0.00078035207434851031 0.0006533504045568492 6.4333616833385201e-05 0.00076078692952159875 -0.00047898986723085075 -0.00044020873565844083 -0.00016567804510197773 0.00081937790655063375 0.00033893563269378805 -0.00016522848283701523
leaf_weight=0.0010570178986607512 0.0012712323041150792 0.0015445569722500078 0.0010657157408801837 0.0019951434441913335 0.0013703382672162054 0.0017586086256266842 0.0010452251489500124 0.0010254901951377571 0.0013925949662549897
leaf_count=515 395 113 245 442 961 173 182 55 40
internal_value=0 6.93222e-05 0.00034868 -4.64343e-06 0.000145517 -9.14273e-06 0.000201535 -0.000189923 4.85834e-05
internal_weight=0 0.0124689 0.00261027 0.00985863 0.0054454 0.00417417 0.00280383 0.00441323 0.00241809
internal_count=3121 2606 358 2248 1711 1316 355 537 95
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=10
num_cat=0
split_feature=484 4 16 51 160 13 13 4 16
split_gain=0.000183982 6.69396e-05 7.50084e-05 0.000113197 0.000108399 0.00015896 0.000170311 8.303e-05 7.16151e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.014034999999999997 0.081440000000000026 -0.081639999999999976 -0.086134999999999975 0.05868000000000001 0.181285 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -6 -7 -2 -3
right_child=1 8 4 -5 5 6 -8 -9 -10
leaf_value=-0.00079506619298696385 -0.00068113186404167357 8.0915678548366672e-05 0.00073712242647438683 0.00022162193254318351 0.00058160587539116582 -0.0007542474829365782 0.00023455784629989107 -6.8337620522044819e-06 0.0007553125677223604
leaf_weight=0.0010236125308781497 0.0017837531513839712 0.0014842807227058419 0.0010088007221201196 0.0016851300836761719 0.0012944222400084193 0.0013269681075001932 0.0013520682905817615 0.0011577965252933982 0.0010223817360070233
leaf_count=515 1008 113 218 288 90 428 145 71 245
internal_value=0 7.06219e-05 -3.81856e-06 -0.000183592 0.000163125 1.73953e-05 -0.000255213 -0.000415728 0.000355979
internal_weight=0 0.0121156 0.00960894 0.00462668 0.00498226 0.00397346 0.00267904 0.00294155 0.00250666
internal_count=3121 2606 2248 1367 881 663 573 1079 358
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=9
num_cat=0
split_feature=1 52 52 49 13 2 13 15
split_gain=2.68324e-05 4.42435e-05 6.73336e-05 6.05297e-05 0.000139228 0.00013229 0.000172901 7.35345e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.043469999999999995 0.0076650000000000008 0.11215000000000001 -0.063184999999999977 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.027581302119920222 0.015263366579582067 -0.01946575646958823 0.022990007771740581 -0.016115614299332399 -0.037754945639273153 -0.029692655301900163 0.032423806147760373 -0.0081741082138276303
leaf_weight=0.0012334539892287794 0.0010401498406360276 0.0012189974826061047 0.0011893091899349145 0.001299262695062685 0.0012437510722158492 0.0010691467261551265 0.0016863263294371463 0.0010777736922984267
leaf_count=191 169 462 214 768 326 204 636 151
internal_value=0 -0.00161119 0.000862345 -0.00259595 -0.00848636 0.000491498 0.0113005 0.0109078
internal_weight=0 0.010018 0.00879902 0.00760971 0.00529849 0.00405474 0.00298559 0.00231123
internal_count=3121 2952 2490 2276 1934 1608 1404 342
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=7
num_cat=0
split_feature=1 3 3 2 151 0
split_gain=3.30042e-05 4.32578e-05 8.55584e-05 3.57172e-05 4.5431e-05 7.21969e-05
threshold=0.094825000000000007 -0.12018999999999998 0.090900000000000009 0.12198500000000001 -0.0033899999999999994 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6
right_child=3 2 -4 -5 5 -7
leaf_value=0.0081897827598383707 -0.01737092848480587 -0.025771747293420667 0.0059502488578155798 0.020564043102259982 0.019831902494745979 -0.0077027036811646611
leaf_weight=0.0014901546285551199 0.001039848979028854 0.0019842255717729667 0.0014877351249619197 0.0011785843175896394 0.0019251589389027782 0.0018843629962969023
leaf_count=174 167 1932 90 248 144 366
internal_value=0 -0.00606204 -0.0121789 0.00494997 0.00115515 0.00621203
internal_weight=0 0.00496212 0.00347196 0.00602796 0.00484937 0.00380952
internal_count=3121 2196 2022 925 677 510
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=11
num_cat=0
split_feature=484 41 150 3 1 3 12 3 43 15
split_gain=0.000176686 7.07608e-05 9.60108e-05 0.000150322 9.04573e-05 0.000109644 0.000103248 8.26463e-05 9.80009e-05 0.00019951
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.10089500000000001 0.10732000000000001 0.09141500000000001 0.10732000000000001 -0.083684999999999996 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 -5 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00077543720521939803 0.00067796108449500337 -0.00041433701899470113 -0.00040299469716346948 0.00019742486207942651 0.0010339356214077572 -7.068152386795765e-05 0.00016462268770322605 0.00032944509744353917 0.00011421790226317769 -0.0010572352462469433
leaf_weight=0.0010590133021880681 0.0018205758043819973 0.0011107665674648251 0.0012777962893931608 0.0010714222113073816 0.0010021732785282667 0.0019073727143880809 0.0011038549724225744 0.001099132600735242 0.0010277096904022223 0.0012254549645536613
leaf_count=515 187 144 108 397 213 175 103 35 187 1057
internal_value=0 5.83261e-05 0.000103839 0.000166975 5.67141e-05 0.000269867 0.000578293 -0.000136668 -0.000290769 -0.000522914
internal_weight=0 0.0126463 0.0115355 0.0102577 0.00843712 0.0040134 0.00210603 0.00442372 0.00332459 0.00225316
internal_count=3121 2606 2462 2354 2167 491 316 1676 1641 1244
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 13 1 4
split_gain=0.000175785 9.08188e-05 0.000140381 0.000108498 0.00017834 0.000113026 0.000106651 0.000124194 0.000212926
threshold=-1.0000000180025095e-35 0.10256000000000001 0.11069000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.13710499999999998 0.094385000000000011 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00077605663379784224 -0.00081493376549041801 -0.00050495396649727505 0.0006929509399953768 0.00049193857648100381 -0.00026587619823154859 -0.00038864277296691072 0.00076625631554030915 0.00076500471364364928 -0.00040573597440632955
leaf_weight=0.0010468798236160258 0.0010540190553152947 0.0010036136282114494 0.0013954068285695021 0.0016311565613149172 0.0014919534886257335 0.0017422253638575257 0.0010015550590330509 0.001637529233907099 0.0014718220601761096
leaf_count=515 666 310 112 357 62 157 211 246 485
internal_value=0 6.05714e-05 0.000110246 2.91806e-05 -6.06898e-05 4.75442e-05 0.000183178 0.000346151 6.88438e-05
internal_weight=0 0.0124293 0.0114257 0.0100303 0.0083991 0.00734509 0.00560286 0.00411091 0.00247338
internal_count=3121 2606 2296 2184 1827 1161 1004 942 696
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=10
num_cat=0
split_feature=484 43 2 13 15 150 52 47 2
split_gain=0.00031313 9.10043e-05 0.00012976 0.000117695 0.000164724 8.86256e-05 8.54409e-05 8.01155e-05 0.000102802
threshold=-0.0068949999999999992 0.16180500000000003 0.098035000000000011 -0.08971999999999998 -0.074054999999999996 0.08882000000000001 0.084960000000000022 0.077555000000000013 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0010620161332506471 0.00076354175696988625 -0.00049153734391003988 0.0008013737634731962 0.0006695724397107394 -0.00023426379049259937 -0.00047750746362037029 -0.00040008330777421044 -0.00013019407487326135 -2.1858462298544965e-05
leaf_weight=0.00100250401320105 0.0014354857108703656 0.0010010048911474482 0.001626611318502745 0.0013550500428698674 0.0018118006608703789 0.0014516245269378097 0.0011834794874726199 0.001747788559376893 0.0011573142871601977
leaf_count=503 389 202 159 260 337 158 605 171 337
internal_value=0 7.60296e-05 0.000124303 0.000372672 0.000152475 -4.63678e-05 6.69279e-05 0.00019426 0.000412973
internal_weight=0 0.0127702 0.0117692 0.00479346 0.00316685 0.00697569 0.00552407 0.00434059 0.0025928
internal_count=3121 2618 2416 756 597 1660 1502 897 726
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=11
num_cat=0
split_feature=484 42 47 0 159 42 43 52 1 13
split_gain=0.000198798 8.30122e-05 0.00011432 0.000119367 0.000141991 0.000133614 0.000130355 0.000110358 9.28977e-05 8.56293e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.23091999999999999 0.076905000000000015 -1.0000000180025095e-35 -0.083684999999999996 -1.0000000180025095e-35 0.10887500000000001 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 -9
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0008230168780121931 0.00063941324503419402 -0.00047712692512556114 0.0006156913751862225 -0.00080153396615050899 0.00048745045971238313 0.0005468814980808984 -0.00069437841507520104 -0.00021761769099864448 -0.0004452653040856465 0.00050290035349487934
leaf_weight=0.0010621189518892739 0.0011094125353032823 0.0010151896114932073 0.0014842445529165875 0.0010601436451588894 0.0015971536854823519 0.0011526261709563874 0.0012321712429251008 0.0011093241080288841 0.0013174837662091395 0.0014804640368102024
leaf_count=515 59 310 119 665 351 238 304 22 94 444
internal_value=0 6.04283e-05 0.000107705 3.27485e-05 -4.2457e-05 -0.000157571 -4.90706e-05 -0.000182725 -2.13736e-05 0.00019427
internal_weight=0 0.0125582 0.011543 0.0100588 0.00894937 0.00735221 0.00629207 0.00513944 0.00390727 0.00258979
internal_count=3121 2606 2296 2177 2118 1767 1102 864 560 466
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=9
num_cat=0
split_feature=1 0 133 3 3 12 16 15
split_gain=2.7044e-05 3.99465e-05 7.23311e-05 7.11866e-05 3.29109e-05 0.000123157 5.10572e-05 2.75118e-05
threshold=0.094825000000000007 -0.060129999999999996 1.0000000180025095e-35 0.086245000000000016 0.083060000000000009 0.091200000000000017 -0.061854999999999993 -0.11033999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6 -7
right_child=4 2 -4 -5 6 7 -8 -9
leaf_value=-0.030733285595637122 0.033678471088612327 0.016400253576441311 -0.017429996114703982 0.0039300592687464804 0.0077543297280768019 -0.016321388007890389 -0.020506005022993851 0.0067315982849564361
leaf_weight=0.0012929821541353692 0.001404371111748258 0.0015953860395938029 0.0010465935980153891 0.001093518457174536 0.0015361785565490994 0.0010254724909516399 0.0010949847579914129 0.001045454188659159
leaf_count=1879 323 156 94 67 186 63 103 250
internal_value=0 -0.00547231 0.00299874 -0.0148502 0.00443068 0.0108185 -0.00400649 -0.00468368
internal_weight=0 0.00502848 0.00264198 0.0023865 0.00610646 0.0034753 0.00263116 0.00207093
internal_count=3121 2196 250 1946 925 636 289 313
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=11
num_cat=0
split_feature=484 42 47 42 16 16 2 3 2 151
split_gain=0.000312946 8.17391e-05 0.000149083 0.000124292 0.000120023 0.000212892 0.000143264 0.000140551 0.000183694 0.000101007
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.22339500000000004 -0.014034999999999997 0.092365000000000017 -0.13309499999999996 0.084055000000000005 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -9 -10
right_child=1 -3 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.0010583258044126575 -0.00051972979674278191 -0.0004531303444457968 0.0007118253822717593 -0.00055763599969640705 -0.00044817126370640456 0.00022390937116506158 0.0011746424164217465 0.00079316940371194238 -0.00058280035671711349 0.0001727851892596689
leaf_weight=0.0010130561509605418 0.001340547273205408 0.0010449802317988978 0.0014344591745981015 0.0013407401433971448 0.00124172754395522 0.0012423351412514253 0.0011960177533288513 0.0012746840559300959 0.0010579700077346498 0.0019050235601056225
leaf_count=503 779 311 112 85 238 284 112 221 106 370
internal_value=0 7.28966e-05 0.000118576 3.82869e-05 0.000119083 0.000206945 0.000690246 -4.30768e-06 0.000170757 -9.70051e-05
internal_weight=0 0.0130785 0.0120335 0.010599 0.0092585 0.00801677 0.00243835 0.00557842 0.00423768 0.00296299
internal_count=3121 2618 2307 2195 1416 1178 396 782 697 476
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 43 12
split_gain=2.80232e-05 5.07746e-05 4.48814e-05 5.49608e-05 6.14859e-05 7.03244e-05 1.79787e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.084004999999999982 0.087075000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.022398922861067899 -0.01531117694189749 -0.014697952758211154 -0.012313128620092699 0.022174033718354056 0.017324150450356107 -0.021055477627152555 -0.0023171192536069075
leaf_weight=0.0010514502850922968 0.0010850258246412536 0.0018520148266984466 0.0018061573789501613 0.0019226829323665973 0.0013748622893893759 0.0010491683915570722 0.0010001284167892902
leaf_count=218 597 334 491 228 317 361 575
internal_value=0 0.00160443 -0.000823594 0.00276868 0.0078633 -0.000172258 -0.0119105
internal_weight=0 0.0100565 0.00900501 0.007153 0.00534684 0.00342416 0.0020493
internal_count=3121 2524 2306 1972 1481 1253 936
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=9
num_cat=0
split_feature=3 39 51 52 13 4 47 16
split_gain=2.68857e-05 5.30404e-05 7.60492e-05 6.57062e-05 6.5625e-05 6.85799e-05 6.21939e-05 3.52703e-05
threshold=0.16158000000000003 0.085220000000000004 0.08955500000000001 0.10160000000000001 -0.084034999999999985 -0.033174999999999989 0.090280000000000013 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.021126097166459818 0.014686399634706141 0.016761239125408733 -0.02523796255047463 -0.02392006710201236 -0.021572788615431129 0.0028178624911238989 -0.014798636603325319 0.028161704574294344
leaf_weight=0.0015828568597090458 0.0011155596520942843 0.0013489378918012272 0.0014750125541654968 0.0010119740414050362 0.0013347903514507016 0.0011538530668208625 0.0010395779440512819 0.0010477258703891681
leaf_count=529 156 302 317 403 791 148 122 353
internal_value=0 -0.00168145 -0.00455893 -0.0003053 0.00357492 -0.00249617 0.00536006 0.0148789
internal_weight=0 0.00999473 0.00864579 0.00717078 0.0061588 0.00457595 0.00324116 0.00220158
internal_count=3121 2965 2663 2346 1943 1414 623 501
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=11
num_cat=0
split_feature=484 42 47 42 16 16 15 1 4 13
split_gain=0.00021557 6.24845e-05 0.000130179 0.000117701 0.000130505 0.000180287 9.30052e-05 0.000121374 0.00010167 5.0312e-05
threshold=-0.0068949999999999992 0.10194000000000002 0.10980000000000002 -1.0000000180025095e-35 0.22339500000000004 -0.004174999999999999 -0.03241999999999999 0.11212500000000002 0.018150000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -8
right_child=1 -3 -4 4 -6 -7 9 -9 -10 -11
leaf_value=-0.0010376690863372659 -0.00067651511910277802 -0.00055587179541323288 0.00050513279005022483 -0.00013550364415137989 -0.0006514247615395808 0.00057793869279447051 -0.00015201134983387264 -0.00049044848606728201 0.0006555289099097676 -0.00077052628527074637
leaf_weight=0.0010028832653018798 0.001314732525210984 0.0010267990992687227 0.0014176443914142292 0.001140400057813443 0.0011849726575951574 0.0018605811728925181 0.0010067758526052326 0.0010695446068827033 0.0013813806028869328 0.0010157752095949543
leaf_count=503 778 320 119 185 236 238 433 145 108 56
internal_value=0 -9.26028e-05 -5.08461e-05 -0.000129868 -4.68728e-05 4.89706e-05 -0.000126343 6.30547e-05 0.000297808 -0.000462645
internal_weight=0 0.0124186 0.0113918 0.00997416 0.00865943 0.00747446 0.00561388 0.00359133 0.00252178 0.00202255
internal_count=3121 2618 2298 2179 1401 1165 927 438 293 489
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 13 1 4
split_gain=0.000212969 0.000107684 0.000130437 0.000125073 0.000178598 0.0001389 0.000122935 0.000102274 0.000273683
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.13710499999999998 0.094385000000000011 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00084698901179102674 -0.00081433845863717279 -0.00054147618409943149 0.00065708736018892664 0.00051459034859804821 -0.00028647659712472757 -0.00042654973068888323 0.00090082302272469661 0.00074236507637173157 -0.00039357142754142566
leaf_weight=0.0010803928638407822 0.0010621761948865589 0.00105467613837171 0.0014794141433880784 0.001742148732585983 0.0015217676343791961 0.0018349273028962663 0.0010423550885738991 0.0016646469175473737 0.0015799410594456217
leaf_count=515 665 310 119 354 62 156 68 244 628
internal_value=0 5.90692e-05 0.000112172 3.50132e-05 -6.09565e-05 4.37351e-05 0.000192294 0.000362247 0.000120947
internal_weight=0 0.0129821 0.0119274 0.010448 0.00870581 0.00764364 0.00580871 0.00428694 0.0026223
internal_count=3121 2606 2296 2177 1823 1158 1002 940 696
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=11
num_cat=0
split_feature=484 1 12 1 0 4 15 4 16 4
split_gain=0.000147543 6.97732e-05 0.000112884 9.6018e-05 0.000122884 0.000109861 0.000108828 7.49387e-05 4.83232e-05 0.000133068
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11650500000000001 0.11323000000000001 -0.23091999999999999 -0.0024449999999999997 -0.018314999999999994 0.181285 -0.0007049999999999999 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -8 -10
right_child=1 -3 -4 -5 5 7 8 -9 9 -11
leaf_value=-0.00072411325521099564 0.00061426734291122626 0.00051403439446942188 -0.00058740703030328828 0.00046901695345749844 0.00064336341476021021 -0.00074083692875412995 -0.00038040900328380098 -0.00010010384592487884 -0.00040318648271422589 0.00059632402515052496
leaf_weight=0.0010274053032503045 0.0010185808222669158 0.0011282528469704076 0.0011223827894755673 0.0018708345528276214 0.0010148266038841228 0.0013855258457887301 0.0013270403453583585 0.0014221394947072832 0.001017430390410301 0.0010310765767657165
leaf_count=515 63 162 94 234 342 357 947 136 138 133
internal_value=0 4.92552e-05 2.47586e-06 6.81093e-05 -2.3173e-05 -0.000113376 8.03407e-05 -0.000416293 -8.89268e-05 9.98979e-05
internal_weight=0 0.0123381 0.0112098 0.0100875 0.00821662 0.00719804 0.00439037 0.00280767 0.00337555 0.00204851
internal_count=3121 2606 2444 2350 2116 2053 1560 493 1218 271
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=12
num_cat=0
split_feature=484 42 47 0 159 42 43 151 12 3 16
split_gain=0.000320067 0.0001113 0.000153973 0.000135377 0.000154176 0.000166586 0.000158845 0.000169062 0.000105357 9.2609e-05 1.50897e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -0.23091999999999999 0.076905000000000015 -1.0000000180025095e-35 -0.083684999999999996 -0.070479999999999987 0.089410000000000003 0.088060000000000013 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 10 -11 -12
leaf_value=-0.0010596173997934853 0.00067863462642095223 -0.0005437649670585775 0.00071715012375141889 -0.00084768158560406804 0.00049755633598996254 0.00060512751370244409 0.00050445295272698093 -0.00026679809602011292 -0.00019237684191923871 -0.0010546841822130695 0.00014246796730840746
leaf_weight=0.0010358118239671846 0.0011491800425762521 0.001039332561303963 0.0014815368502701107 0.0011275300531840829 0.0017225388944716808 0.0012253762523880447 0.0011189583728285516 0.0012161828716343824 0.0010591433165114371 0.0010855130937557946 0.001011668590719916
leaf_count=503 59 311 119 665 356 241 119 351 39 100 258
internal_value=0 7.21825e-05 0.000124666 4.2753e-05 -3.36293e-05 -0.000150272 -3.32005e-05 -0.000175638 -0.000349679 -0.000638377 -2.87927e-05
internal_weight=0 0.013237 0.0121976 0.0107161 0.00956691 0.00784437 0.00671684 0.00549147 0.00437251 0.0023017 0.00207081
internal_count=3121 2618 2307 2188 2129 1773 1108 867 748 451 297
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=11
num_cat=0
split_feature=484 42 47 0 159 42 43 15 43 4
split_gain=0.000261285 9.20632e-05 0.000140327 0.00011939 0.000118386 0.000143117 0.000137083 0.00015452 0.000123389 1.565e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -0.23091999999999999 0.076905000000000015 -1.0000000180025095e-35 -0.083684999999999996 -0.094549999999999981 0.0010100000000000003 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 9 -9 -8
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00095629669722589034 0.00063804685363583766 -0.00050263070611239274 0.0006805942880653542 -0.00079761795769459673 0.0004333101452525723 0.00057031586221345401 0.00043567111175542544 -0.00074747765303155318 4.8679615018213719e-06 9.1182723934346614e-05
leaf_weight=0.001037726587915083 0.0011257270119937627 0.0010095242443295465 0.0014736893577512204 0.0010934719281647199 0.0016845798856375627 0.0011916857338374791 0.0010204301901429857 0.00191998186661694 0.0014873924524839294 0.0010077227472727289
leaf_count=503 59 311 119 665 356 241 65 596 121 85
internal_value=0 6.60662e-05 0.00011389 3.45867e-05 -3.76421e-05 -0.000140399 -3.19602e-05 -0.000164003 -0.000419063 0.000264506
internal_weight=0 0.0130142 0.0120047 0.010531 0.00940526 0.00772068 0.00662721 0.00543553 0.00340737 0.00202815
internal_count=3121 2618 2307 2188 2129 1773 1108 867 717 150
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=9
num_cat=0
split_feature=2 52 3 52 4 0 16 15
split_gain=2.73035e-05 0.000109244 0.000102727 7.3044e-05 6.4966e-05 5.38513e-05 6.79613e-05 3.80066e-05
threshold=0.10981000000000002 0.09086000000000001 0.11296500000000002 0.10473500000000001 0.181285 -0.084044999999999995 0.22339500000000004 -0.09095499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 -1
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0048033779844443647 0.017183501014816419 0.034614527742047825 -0.025198081247949391 -0.028638451246425424 0.016507112651177807 0.015422802072031486 -0.015854456950030172 -0.031000890059528188
leaf_weight=0.0011678023181033921 0.001107452358791893 0.0010220645903608119 0.0011826643189437394 0.0010006296265326975 0.0018180368530771466 0.001808694324514143 0.0011279535113927256 0.0010532361928479428
leaf_count=296 320 152 138 438 171 742 236 628
internal_value=0 0.00742934 -0.00470324 -0.00337179 0.00025258 -0.00547699 0.00340934 -0.0172265
internal_weight=0 0.00331218 0.00229012 0.00797635 0.00697572 0.00515769 0.00293665 0.00222104
internal_count=3121 610 458 2511 2073 1902 978 924
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=9
num_cat=0
split_feature=1 150 11 43 3 2 4 0
split_gain=2.79774e-05 5.47332e-05 5.69562e-05 6.16221e-05 7.9223e-05 7.41417e-05 8.50049e-05 7.75387e-05
threshold=0.13686500000000004 0.11456000000000001 0.079915000000000014 -0.052894999999999991 -0.077774999999999983 0.089885000000000007 0.055260000000000011 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=0.0014817191690597311 0.015311219162525081 -0.023892650701853032 -0.021049779552086867 -0.022671569520166746 0.034343840109985521 0.033670526063690795 -0.017396255302662075 -0.0020856197008696968
leaf_weight=0.0018192652958269168 0.0010557752663973912 0.0010093572068721251 0.0010693763848045818 0.0014171595682553849 0.0012293081256676479 0.0011656909343738826 0.0012073405820365248 0.0012642295606079966
leaf_count=852 169 111 188 785 412 323 188 93
internal_value=0 -0.00179059 0.000641596 0.00350427 0.0147331 -0.00326837 0.00429156 0.0150675
internal_weight=0 0.0101817 0.00917237 0.00810299 0.00304857 0.00505442 0.00363726 0.00242992
internal_count=3121 2952 2841 2653 1264 1389 604 416
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=9
num_cat=0
split_feature=4 484 160 42 43 16 0 12
split_gain=2.5852e-05 5.08567e-05 9.14169e-05 6.71318e-05 9.35485e-05 6.0795e-05 7.63924e-05 0.000127603
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.015256965245018964 -0.025364789432397603 0.021254494991015848 -0.020164775267891219 0.028703900565481996 -0.0089976735067374882 -0.017433949027108868 0.045349389529003976 -0.0044291199000030222
leaf_weight=0.0010303522012542919 0.0013292769090043561 0.0011413587378817725 0.0010730274682268321 0.001505948060685324 0.0016499643474451615 0.0013974497415639086 0.0010062846889906524 0.0010547069303049016
leaf_count=156 604 349 703 447 114 235 198 315
internal_value=0 0.00136695 -0.00115049 0.00303657 0.00680046 0.000343368 0.00703784 0.0198754
internal_weight=0 0.010158 0.00901666 0.00768738 0.00661435 0.00510841 0.00371096 0.00206099
internal_count=3121 2965 2616 2012 1309 862 627 513
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=9
num_cat=0
split_feature=1 3 3 43 16 0 16 0
split_gain=2.64078e-05 4.21507e-05 7.76125e-05 5.9216e-05 3.44172e-05 6.1327e-05 9.16682e-05 0.00013221
threshold=0.094825000000000007 -0.12018999999999998 0.090900000000000009 -0.052894999999999991 -0.5315899999999999 -0.033209999999999996 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 7 -6
right_child=4 2 -4 -5 5 -7 -8 -9
leaf_value=0.0084084147548227767 -0.010677291281144644 -0.0072259631816808632 0.0056126748720319603 -0.041618579205972839 -0.00774328835452677 0.029445472326043692 -0.017161574299164165 0.039999007126319951
leaf_weight=0.0015183824506836557 0.001229302334995519 0.0010005572810869547 0.0015063889147875903 0.0010019253717140815 0.0012412362956422708 0.0010506247189674034 0.0014946686939991123 0.0010888837293608648
leaf_count=174 97 944 90 988 125 218 296 189
internal_value=0 -0.00551129 -0.0115347 -0.024434 0.00427582 0.00804615 0.002168 0.0145671
internal_weight=0 0.00502725 0.00350887 0.00200248 0.00610472 0.00487541 0.00382479 0.00233012
internal_count=3121 2196 2022 1932 925 828 610 314
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=2.82064e-05 4.75316e-05 7.5902e-05 6.08251e-05 0.000159501 9.61326e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.015610629617930206 -0.01569947595695349 -0.02444218250944373 0.019754989519938627 -0.0059511777720037224 -0.026514648132890586 0.026167243029555334
leaf_weight=0.0019293626124016429 0.0010529727293034129 0.0012568670749468509 0.0012399619939381904 0.001777172634581044 0.0018665149981526232 0.0019592373073447108
leaf_count=625 597 274 283 179 911 252
internal_value=0 0.00150512 -0.00185482 0.00229392 -0.00804595 0.0108906
internal_weight=0 0.0100291 0.00809975 0.00684289 0.00310648 0.00373641
internal_count=3121 2524 1899 1625 1194 431
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=13
num_cat=0
split_feature=14 484 15 15 0 48 48 2 12 52 16 3
split_gain=0.000203732 0.000126644 8.28175e-05 0.000122809 0.00013276 0.000261125 0.000121924 8.792e-05 8.9319e-05 8.50822e-05 8.89068e-05 5.61323e-05
threshold=0.023790000000000002 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.10607499999999999 0.086260000000000017 0.088965000000000002 0.10731 0.095330000000000012 0.091275000000000009 -0.013024999999999998 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 11 7 8 9 10 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00059822374853782932 -0.00085227470179848931 0.00063389099616333847 -0.00055767950672865442 0.001195146897904475 8.0239287744219092e-05 -0.00024360080341179926 0.00059542263711331986 0.0003646735637911284 -0.00078058716424420451 0.00035907433210529034 -0.00068935541680176921 0.00054866116702749696
leaf_weight=0.0010401542559004889 0.0010200350048691345 0.0010765711161429261 0.0010988982239894139 0.0010636350181737579 0.0011003317062093982 0.0012875287504023891 0.0010024159186297057 0.001032769870695999 0.0010162035435292037 0.0010082656400279095 0.0012137274621036036 0.0010035617098054853
leaf_count=491 113 220 174 99 582 87 172 230 276 276 330 71
internal_value=0 5.78964e-05 0.000115228 6.36566e-05 0.000133841 0.000449567 -3.23372e-05 -0.000149493 -0.000271888 -0.000116291 -0.000323414 0.000881298
internal_weight=0 0.0129441 0.0119039 0.0108273 0.00972844 0.00335473 0.00637371 0.0053713 0.00433853 0.00332232 0.00231406 0.0020672
internal_count=3121 3008 2517 2297 2123 257 1866 1694 1464 1188 912 170
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=11
num_cat=0
split_feature=484 52 52 15 4 16 2 15 0 15
split_gain=0.000230288 0.000117264 0.000142115 0.000106176 0.000185443 0.000102233 0.000164024 0.000127005 8.29983e-05 0.00012872
threshold=-0.0068949999999999992 -0.38533999999999996 -0.090859999999999982 -0.03241999999999999 -0.0016099999999999997 -0.008904999999999998 0.096540000000000015 0.035560000000000008 -0.11013499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -5 9 -6
right_child=1 2 3 5 8 6 -8 -9 -10 -11
leaf_value=-0.00089569854283737163 -0.00055419299750105301 0.00075044444315107797 0.00098973409459253469 -0.00095146059456888425 0.00041062405377844855 -0.00044566874180641521 0.00047575903312403717 -5.0787584053276174e-05 0.0003787684492262354 -0.00047043123644590647
leaf_weight=0.0010264382629643831 0.0010743821361323741 0.0012415891185603755 0.0010341985170507694 0.0010631058159168635 0.0010062121936611768 0.0012641040500337123 0.001800927582764354 0.0013875831147608362 0.001983565946673072 0.0017399558547405332
leaf_count=503 300 229 204 109 96 171 84 904 380 141
internal_value=0 6.74723e-05 0.000120814 5.15086e-05 0.000237605 -0.000142962 9.57367e-05 -0.000441498 7.31452e-05 -0.000147607
internal_weight=0 0.0135956 0.0125212 0.0112797 0.00576393 0.00551572 0.00306503 0.00245069 0.00472973 0.00274617
internal_count=3121 2618 2318 2089 821 1268 255 1013 617 237
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=8
num_cat=0
split_feature=48 0 2 2 15 3 12
split_gain=2.7752e-05 6.97175e-05 4.31672e-05 0.000147779 7.53267e-05 0.00011626 7.71088e-05
threshold=0.083985000000000018 -0.20211999999999997 0.11237500000000002 0.10097500000000002 -0.016799999999999995 -0.086769999999999986 0.090455000000000021
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.031390819900019185 -0.009681070848410224 0.020422587648818099 0.012112256560960655 -0.038893707233477841 -0.013558766810127923 0.027740259189130104 0.0040185218308405836
leaf_weight=0.0011508973748588101 0.0013239568901135534 0.0018363799240503848 0.0014864700761877724 0.0011738723434246701 0.0011285282115087016 0.0017213035406617404 0.0013207350104364783
leaf_count=363 75 514 375 252 502 834 206
internal_value=0 0.00781129 -0.00326041 -0.00677848 0.000305883 0.0113859 -0.0124696
internal_weight=0 0.00316034 0.00798181 0.00649534 0.00532146 0.00284983 0.00247163
internal_count=3121 589 2532 2157 1905 1336 569
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=8
num_cat=0
split_feature=48 12 2 12 1 4 1
split_gain=2.72581e-05 7.8611e-05 0.00010278 8.87559e-05 8.33626e-05 8.9945e-05 6.66442e-05
threshold=-0.032929999999999994 0.051320000000000005 0.083995000000000014 0.095780000000000018 0.10508500000000001 0.08184000000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.014398261026230439 0.010051306273642289 -0.029470975500486926 0.015612093269582794 -0.020311862749076447 0.040520561022815579 0.0022050821546786381 -0.020970963112507228
leaf_weight=0.0011594434463928242 0.0014015432246012867 0.0018593685741799719 0.0016656085299209034 0.0011714534575759899 0.0011444801604297145 0.0013185062387800497 0.0013688136485434516
leaf_count=180 165 670 1089 461 157 229 170
internal_value=0 -0.00180505 -0.0111975 0.000778705 0.00662376 0.0200092 -0.00527658
internal_weight=0 0.00992977 0.00469643 0.00283706 0.00523334 0.00246299 0.00277036
internal_count=3121 2941 2220 1550 721 386 335
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=9
num_cat=0
split_feature=50 15 3 47 43 3 150 12
split_gain=2.58876e-05 5.01748e-05 4.01768e-05 6.70325e-05 8.36833e-05 6.94484e-05 8.6212e-05 0.00012658
threshold=0.083090000000000011 -0.24436499999999997 -0.15447499999999995 0.077555000000000013 -0.074359999999999996 0.10542000000000001 0.086615000000000011 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.022140609570399296 -0.015021827766986863 0.017126064443023527 0.022627668675339302 0.0027070484413372355 -0.03621894083066754 0.019601597048929921 -0.030065887584864823 -0.018785007424722847
leaf_weight=0.0010509374208950263 0.0010517913551514506 0.0010799496870475952 0.0016208393397768822 0.00103025036785288 0.0011904247772764011 0.00165067858936669 0.001008130593513349 0.0013551616662424728
leaf_count=218 597 161 328 159 157 133 219 1149
internal_value=0 0.00147214 -0.000958768 -0.00344502 -0.0181598 0.00235406 -0.00479182 0.00376986
internal_weight=0 0.00998637 0.00893544 0.00785549 0.00222068 0.00563481 0.00398413 0.002976
internal_count=3121 2524 2306 2145 316 1829 1696 1477
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=11
num_cat=0
split_feature=484 42 1 42 15 49 0 0 2 3
split_gain=0.000255316 7.6978e-05 0.000113987 8.11301e-05 0.000102141 0.000130999 0.000127219 0.00012634 0.000124358 0.000115736
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.10887500000000001 0.10256000000000001 -0.03241999999999999 -0.006494999999999999 -0.15202999999999997 -0.043914999999999989 1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 9 -7 -8 -3
right_child=1 3 -4 -5 5 7 8 -9 -10 -11
leaf_value=-0.00094237562043779431 -0.00074921708485719922 0.00049736944285166636 0.00017408495367588777 -0.00038522266595254133 -0.00055372632300488796 0.0005876288120714166 0.0003552568833200333 -0.00016596880440586983 0.0012183261000023135 -0.00037607380629995149
leaf_weight=0.0010333489265119114 0.0010059080336105456 0.0011273440068278705 0.0010514094940596852 0.0010376262706534864 0.0012753425228633521 0.0015889439989017183 0.0017831805269125469 0.0018524499732161975 0.0010028348277121787 0.0012085043547695462
leaf_count=503 740 64 63 311 174 469 209 160 352 76
internal_value=0 7.04548e-05 -0.000277356 0.000136246 0.000191242 -1.69461e-05 0.000382963 0.000181979 0.000665921 4.54737e-05
internal_weight=0 0.0129335 0.00205732 0.0108762 0.0098386 0.00471674 0.00512186 0.00344139 0.00278602 0.00233585
internal_count=3121 2618 803 1815 1504 803 701 629 561 140
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=8
num_cat=0
split_feature=15 49 3 12 49 0 16
split_gain=3.06649e-05 7.60478e-05 6.05572e-05 8.96641e-05 5.45126e-05 8.78843e-05 8.04061e-05
threshold=-0.03241999999999999 -0.043469999999999995 0.095270000000000007 0.09334000000000002 -0.006494999999999999 -0.043914999999999989 0.27252000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7
right_child=4 2 -4 -5 5 6 -8
leaf_value=0.024687238594102878 -0.022613116845496325 0.025497681931496926 -0.018934733298380118 -0.010525507838052024 0.01842122714930158 -0.027014825831477934 0.0099785976060515914
leaf_weight=0.0014633065333426324 0.0013807181810600675 0.0013243916064479841 0.0013805806355845756 0.0014446819024313265 0.0016210270614171805 0.0014161241574825712 0.0010041680649226503
leaf_count=256 285 625 160 343 1211 133 108
internal_value=0 0.0050859 -0.00182618 0.00670365 -0.00545868 0.000402133 -0.0116664
internal_weight=0 0.00561296 0.00414965 0.00276907 0.00542204 0.00404132 0.00242029
internal_count=3121 1384 1128 968 1737 1452 241
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=9
num_cat=0
split_feature=1 4 151 4 1 3 3 43
split_gain=2.99018e-05 4.65693e-05 7.60131e-05 5.78576e-05 3.63995e-05 7.83885e-05 7.3531e-05 5.27043e-05
threshold=0.094825000000000007 -0.15764999999999998 -0.0071249999999999985 -0.49013999999999996 0.10708500000000001 -0.13309499999999996 0.11296500000000002 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 7 -7
right_child=4 2 -4 -5 5 6 -8 -9
leaf_value=-0.012052605973817881 0.019375976829561013 0.0073358199076723907 -0.026615422786383992 0.021026565443261553 -0.024040515666710501 0.0039407474603672067 -0.0082829249572862144 0.036144297253024704
leaf_weight=0.0010033269980730536 0.0013126175905820931 0.0010396407019049791 0.0018032267485141437 0.0011178618098886444 0.0010168898197786551 0.0010147009119966602 0.001663042124445277 0.0010181217212895616
leaf_count=84 307 325 1721 66 95 189 196 138
internal_value=0 -0.00583292 -0.0141994 0.00538004 0.00464864 0.000546722 0.00731172 0.0200696
internal_weight=0 0.00496406 0.00284287 0.00212119 0.00602537 0.00471275 0.00369586 0.00203282
internal_count=3121 2196 2046 150 925 618 523 327
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=12
num_cat=0
split_feature=484 4 12 133 39 43 160 3 16 151 12
split_gain=0.000168971 9.38817e-05 8.08359e-05 9.93402e-05 0.000131186 0.000159722 9.67966e-05 0.00011014 0.000121961 7.92575e-05 3.41452e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.11650500000000001 0.088525000000000006 0.092870000000000022 -0.083684999999999996 -0.075414999999999982 -0.074084999999999998 -0.056919999999999991 -0.0033899999999999994 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -7 -8 9 -9 -2
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00075623260329179458 0.00093504485927890205 0.00063378030564872163 -0.00047915360149245075 -0.00050141494301677496 -0.00050960687319255842 -0.00047851484572957728 0.00054255987517631095 -0.00019936411919658809 -0.00060979025128825325 0.00051961765297955681 0.0004311817626868213
leaf_weight=0.0010599670164986421 0.0010348097207901535 0.001004664359661356 0.0011727267296332026 0.0010767388594140918 0.0011020495327605023 0.0010806091269004526 0.001907396268435853 0.0010670623450503847 0.0010292944184578535 0.0013170442591662621 0.0010335422923652034
leaf_count=515 199 216 104 516 77 276 716 80 130 145 147
internal_value=0 5.83438e-05 9.43873e-06 6.32475e-05 0.000126767 0.000209569 5.65127e-05 0.000165172 -4.57105e-05 0.000197821 0.000683268
internal_weight=0 0.0128259 0.0118213 0.0106485 0.00957181 0.00846976 0.00640141 0.0053208 0.0034134 0.00238411 0.00206835
internal_count=3121 2606 2390 2286 1770 1693 1347 1071 355 225 346
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=8
num_cat=0
split_feature=4 3 0 3 0 0 49
split_gain=2.9573e-05 3.84448e-05 3.3212e-05 9.21064e-05 7.57699e-05 7.19659e-05 6.63278e-05
threshold=0.26790000000000008 -0.13309499999999996 -0.061629999999999997 0.076840000000000006 0.12113000000000002 -0.099059999999999995 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.015228549573981828 -0.0032139516655135311 0.022449581644175941 0.029638155729066896 -0.017977540496210944 -0.0055596233949496369 -0.030514120429041225 0.011322272744283036
leaf_weight=0.0018341309677072093 0.0011417900706883755 0.0011942674414139902 0.0014943941972211652 0.0012466276460900705 0.0010353106267232126 0.0011166805973683905 0.0019319784197086485
leaf_count=181 83 294 240 106 124 1807 286
internal_value=0 0.00990607 -0.0027725 0.00426971 0.0152331 -0.00821893 -0.00160823
internal_weight=0 0.00233606 0.00865912 0.00377633 0.0025297 0.00488279 0.00376611
internal_count=3121 377 2744 470 364 2274 467
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=11
num_cat=0
split_feature=484 41 15 160 1 12 4 0 13 2
split_gain=0.000164425 7.52822e-05 8.92708e-05 6.54831e-05 7.49019e-05 9.66216e-05 0.00014345 6.60714e-05 6.26121e-05 3.20927e-06
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.24436499999999997 0.092070000000000013 0.12811000000000003 0.098810000000000023 -0.0024449999999999997 -0.11437499999999999 -0.004174999999999999 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4 -10
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11
leaf_value=-0.00074967191268504032 0.00059364775319601249 -0.00043753196223880861 0.00067336304916081795 -0.00042387016801916002 0.00051410079838618656 -0.00047449971730502752 2.446970094146119e-05 -0.00061805595809633291 0.00022764887307846697 7.186487035846053e-05
leaf_weight=0.0010484754541790131 0.0012835979602036944 0.0010686965665181051 0.0015409665434368818 0.001030315333851446 0.0014021965831522154 0.0012610553517336818 0.0015382656524400434 0.0010255137016948633 0.0010116526033896881 0.0010220700624031286
leaf_count=515 213 144 967 152 92 312 126 237 222 141
internal_value=0 5.9535e-05 0.000107325 4.38341e-05 9.85828e-05 1.98429e-05 0.000121398 -0.000232541 0.000375244 0.000149358
internal_weight=0 0.0121843 0.0111156 0.00983204 0.00880172 0.00739952 0.00613847 0.00256378 0.00357469 0.00203372
internal_count=3121 2606 2462 2249 2097 2005 1693 363 1330 363
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 1 0 2 12
split_gain=0.000147102 7.96332e-05 0.000166142 9.1648e-05 0.000134626 9.04199e-05 5.29014e-05 0.000105335 3.43964e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 -0.11013499999999998 0.096540000000000015 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 -8 -9
right_child=1 2 3 6 -6 -7 7 8 -10
leaf_value=-0.00073090803865876917 -0.00048146514287295754 0.00082546641734788408 -0.00034519178267547105 0.00016434878054874869 0.00062005836094542735 0.00029487705390100917 -0.00068094458058066943 -0.00025622154793401473 0.00024832869219189492
leaf_weight=0.0010083770975627951 0.001002703307432083 0.0010827081263317878 0.0017507279584264442 0.0013064651067309554 0.00187056394246558 0.0016466056478431864 0.0015588003787337101 0.001050192997684829 0.001027941369451826
leaf_count=515 318 206 260 111 341 217 983 53 117
internal_value=0 4.81011e-05 9.5117e-05 1.76777e-05 0.000197625 -3.49659e-05 -0.000174082 -0.000295653 -6.64766e-06
internal_weight=0 0.0122967 0.011294 0.0102113 0.0052679 0.00339733 0.0049434 0.00363693 0.00207813
internal_count=3121 2606 2288 2082 818 477 1264 1153 170
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=9
num_cat=0
split_feature=484 52 52 15 15 1 2 3
split_gain=0.000163467 8.35255e-05 0.000166635 0.00011413 0.00013368 0.000100614 5.51002e-05 0.000162044
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 0.10097500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5
right_child=1 2 3 6 -6 -7 -8 -9
leaf_value=-0.00075145386329068819 -0.0004750659262503724 0.00083045934087997309 -0.00032732227887535516 -0.00055308693821203112 0.00065461307947983847 0.00035189188378550567 -0.00044448778566999567 0.00035919225197424636
leaf_weight=0.0010291808309219807 0.0010213720904646449 0.0011140249836597118 0.0017386819676427447 0.0012793315508225446 0.0018678226800388198 0.001619542288974451 0.0018897123006393424 0.0018043867141677777
leaf_count=515 318 206 260 424 341 217 167 673
internal_value=0 6.19394e-05 0.00011042 3.17743e-05 0.000234115 2.36566e-07 -0.000180844 -1.92819e-05
internal_weight=0 0.0123349 0.0113135 0.0101995 0.00522605 0.00335822 0.00497343 0.00308372
internal_count=3121 2606 2288 2082 818 477 1264 1097
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=11
num_cat=0
split_feature=484 15 15 4 12 4 15 13 2 13
split_gain=0.00013782 9.21681e-05 6.61435e-05 6.71863e-05 0.00010385 0.000121496 0.00015082 0.000121992 6.85869e-05 2.48022e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.181285 0.098810000000000023 -0.0024449999999999997 -0.022504999999999997 -0.084034999999999985 0.089885000000000007 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -7 -9
right_child=1 2 3 -5 -6 8 7 9 -10 -11
leaf_value=-0.00066091370701195566 0.00051927501373304414 -0.00045095787521546118 0.00086721794733210381 0.00041395999461485428 -0.0005821044672447718 -0.00053808614268989051 0.00057853553556011701 -0.00038601103527451992 0.00010043324217144236 1.4631536126116473e-05
leaf_weight=0.0010883632955756102 0.0015192271569397188 0.0011044524849910366 0.0011675337909987384 0.0016684639789338396 0.001087802494530549 0.0015328634548469663 0.0011517796832862296 0.0012692953265149558 0.0011188670682355907 0.0011167254253911674
leaf_count=515 232 185 288 134 314 158 293 707 162 133
internal_value=0 6.60348e-05 4.65235e-06 5.44084e-05 -1.66286e-05 6.69816e-05 0.000256141 5.44753e-05 -0.00026867 -0.000198499
internal_weight=0 0.012737 0.0112178 0.0101133 0.00844487 0.00735706 0.00470533 0.0035378 0.00265173 0.00238602
internal_count=3121 2606 2374 2189 2055 1741 1421 1133 320 840
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=9
num_cat=0
split_feature=3 48 1 1 15 42 1 0
split_gain=2.6299e-05 4.55714e-05 8.54774e-05 6.6991e-05 7.06677e-05 7.84444e-05 8.4671e-05 2.24547e-05
threshold=0.16158000000000003 -0.032929999999999994 0.13265500000000002 0.10752500000000002 1.0000000180025095e-35 0.079510000000000011 0.086560000000000012 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5
right_child=-2 2 -4 7 -6 -7 -8 -9
leaf_value=0.017491217215288995 0.014534797958136343 0.022161615314482214 -0.030969115495921719 0.0051934568636407786 -0.030665577579124432 -0.023309778404198365 -0.01019539073473965 0.024670566617053431
leaf_weight=0.0011022372604711792 0.0011097972830173526 0.0017017310404190025 0.001042569215442401 0.0014274544986330046 0.0010018822914231104 0.0011818117008399903 0.0015411052928109787 0.0010112340539519373
leaf_count=161 156 355 126 84 1123 664 247 205
internal_value=0 -0.00169 -0.00406346 -0.000496997 -0.00668385 -0.00125362 0.00678447 0.0132699
internal_weight=0 0.01001 0.00890779 0.00786522 0.00542653 0.00442465 0.00324284 0.00243869
internal_count=3121 2965 2804 2678 2389 1266 602 289
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=9
num_cat=0
split_feature=1 52 52 49 13 2 13 15
split_gain=2.72963e-05 4.4469e-05 6.68553e-05 5.23493e-05 0.000110303 0.000129683 0.000166282 7.88204e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.043469999999999995 0.0076650000000000008 0.11215000000000001 -0.063184999999999977 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.027466766849885034 0.0155114539772346 -0.019423247616451686 0.022976360090391432 -0.01605708711503542 -0.033886620618807782 -0.029769054680538851 0.031561932746851408 -0.0094482722797980794
leaf_weight=0.0012189981705361622 0.0010212403189227394 0.0012345516326884029 0.0011816128329654001 0.0013038117718961709 0.0012608430071729196 0.0010766011202796282 0.0016758507768376012 0.0011006573559702746
leaf_count=191 169 462 214 768 326 204 636 151
internal_value=0 -0.00164774 0.000840785 -0.00258419 -0.00805277 -2.26137e-05 0.0107253 0.00995089
internal_weight=0 0.0100529 0.00881838 0.00763676 0.00531711 0.00405626 0.00297966 0.00231966
internal_count=3121 2952 2490 2276 1934 1608 1404 342
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=12
num_cat=0
split_feature=484 4 12 52 42 13 2 2 3 1 4
split_gain=0.000149642 0.000125751 9.74551e-05 8.54138e-05 0.000102925 0.000131576 0.000106354 8.91304e-05 8.04941e-05 6.78103e-05 4.82519e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.11650500000000001 -0.24456499999999998 0.093775000000000011 0.11596500000000001 0.098260000000000014 0.084245000000000014 0.11924500000000002 0.086105000000000015 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 10 -8 -9 -5
right_child=1 -3 -4 4 -6 -7 8 9 -10 -11 -12
leaf_value=-0.00071301927344632641 -0.00047726023894392912 0.00071865632871725678 -0.00054431702522293225 0.00049827328110001645 -0.00046257759946495558 0.0008342920818840302 0.00078740005234255255 -0.0006639428309680853 0.0001134421962591467 -3.6045468983166239e-06 -9.6551533487126468e-05
leaf_weight=0.0010482625078849167 0.001027749646160119 0.0010182298490965342 0.0011403685921222229 0.0010630407452894286 0.001043279256183337 0.0010652803190410384 0.0011756016028997302 0.001252029662581873 0.0016205176621904918 0.0011443737911385199 0.0010346231687372309
leaf_count=515 309 216 104 428 327 98 210 692 106 57 59
internal_value=0 5.80513e-05 -1.01638e-07 5.94204e-05 0.000118106 0.000190611 9.65535e-05 -9.02547e-05 0.000396801 -0.000348606 0.00020489
internal_weight=0 0.0125851 0.0115669 0.0104265 0.00939875 0.00835547 0.00729019 0.00449407 0.00279612 0.0023964 0.00209766
internal_count=3121 2606 2390 2286 1977 1650 1552 1236 316 749 487
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=12
num_cat=0
split_feature=484 13 43 16 474 160 4 4 1 0 16
split_gain=0.000255062 8.46958e-05 0.000129894 0.000115021 9.23951e-05 0.000218995 0.000174519 0.000101033 0.000124698 8.14525e-05 4.56654e-05
threshold=-0.0068949999999999992 0.25761500000000009 -0.20207499999999998 0.22339500000000004 0.084660000000000027 -0.080719999999999986 -0.0024449999999999997 0.053180000000000012 0.10708500000000001 0.034820000000000011 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 9 -8 -9 -7 -10
right_child=1 -3 3 -5 -6 6 7 8 10 -11 -12
leaf_value=-0.00095237443300240745 0.00074576651702046065 -0.00046093271272733369 -0.00078069793289336923 -0.0004666252104297508 0.00068208437246819909 0.00093943464877091194 -0.00050361916556659935 0.00063948922791674161 -0.0004010788252999328 0.00022979491541643386 0.00016305818669866867
leaf_weight=0.0010198699774968964 0.0011310395170668888 0.0010754561481289135 0.0010449208021377871 0.001449228357344145 0.0010265402072952281 0.0012992553810735712 0.001312854210280353 0.0012195048354944472 0.0011963607576961608 0.0011927130745616465 0.0010237342241159895
leaf_count=503 110 77 387 347 193 894 159 185 71 62 133
internal_value=0 6.60189e-05 0.000113657 4.72446e-05 0.000127185 5.84669e-05 0.000179506 -4.08684e-05 0.000135758 0.000599785 -0.000140943
internal_weight=0 0.0129716 0.0118962 0.0107651 0.00931588 0.00828934 0.00724442 0.00475245 0.0034396 0.00249197 0.00222009
internal_count=3121 2618 2541 2431 2084 1891 1504 548 389 956 204
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=11
num_cat=0
split_feature=132 133 160 474 13 12 3 151 16 4
split_gain=6.30024e-05 8.62045e-05 0.000176688 0.000257432 0.000173636 0.000138965 7.97988e-05 0.00018599 0.000199615 5.16762e-05
threshold=0.081240000000000021 -0.0061299999999999992 -1.0000000180025095e-35 0.059400000000000008 -0.084034999999999985 0.092755000000000018 -0.13309499999999996 -0.0083949999999999979 -0.073404999999999984 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -6 -8 -9 -10
right_child=-2 2 4 -5 6 -7 7 8 9 -11
leaf_value=-0.00057062389952378426 0.00046238320817131587 -0.0010805695121678493 0.00098340578275477801 0.0002168552613870583 -0.00045984702414198278 4.5024302400019055e-05 -0.00062968478938383579 0.00075944452691589141 -0.00045390483398226545 0.00016867190978555973
leaf_weight=0.0010940608027750062 0.0010174824349222502 0.0012496256335818795 0.0013944798509212073 0.0011104745332926116 0.0013554185064877369 0.0010740897388943349 0.0011105942866322209 0.0017918536314627596 0.0010049527690722411 0.0010462119771764092
leaf_count=747 321 503 257 238 140 53 176 301 299 86
internal_value=0 -4.54207e-05 6.17023e-06 -0.000470105 0.00013423 0.00057511 -3.82757e-05 7.70756e-05 0.000281322 -0.000136355
internal_weight=0 0.0122318 0.0111377 0.0023601 0.0087776 0.00246857 0.00630903 0.00495361 0.00384302 0.00205116
internal_count=3121 2800 2053 741 1312 310 1002 862 686 385
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=8
num_cat=0
split_feature=4 48 15 3 0 2 15
split_gain=3.09446e-05 3.18292e-05 9.40863e-05 9.76291e-05 6.35389e-05 6.22031e-05 3.1525e-05
threshold=0.26790000000000008 0.083985000000000018 -0.016799999999999995 0.10542000000000001 -0.18113999999999997 0.090675000000000019 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4 -2
right_child=6 4 3 -5 -6 -7 -8
leaf_value=-0.026228508490723584 -0.0015392912329872661 -0.011525648092313981 0.0053344954841213418 0.025171838191110442 0.01997929154524172 -0.022637895829934186 0.021592161806186588
leaf_weight=0.0017648790053330955 0.0011706132264173376 0.0011220210606364134 0.0016537943560576414 0.0012184813893592328 0.0014905716229363644 0.0015308492041289953 0.0011862179000267426
leaf_count=615 168 59 1067 63 486 454 209
internal_value=0 -0.002802 -0.00672045 0.00109885 0.00644898 -0.00811175 0.010103
internal_weight=0 0.0087806 0.006168 0.00440312 0.00261259 0.00318464 0.00235683
internal_count=3121 2744 2199 1584 545 1521 377
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=9
num_cat=0
split_feature=1 3 3 16 16 0 15 43
split_gain=2.95085e-05 5.06698e-05 7.60962e-05 3.34652e-05 6.21655e-05 0.000182294 6.96053e-05 3.29524e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 -0.5315899999999999 -0.056919999999999991 -0.10836499999999999 -0.037864999999999989 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 -5 -6 -1
right_child=3 2 -4 4 6 -7 -8 -9
leaf_value=-0.0068657154150024687 -0.010413422784273547 -0.03121340382412946 0.0012722026885012383 -0.0037129625993695967 -0.020098501773439498 0.049878255663119264 0.014679535099384503 0.01819087702083667
leaf_weight=0.0010186762823667641 0.0011949413520798702 0.0013903409284136302 0.0014979727026220579 0.0015084081396875108 0.0012203883405938541 0.001095850220381704 0.0010890157372195615 0.0010827136489302315
leaf_count=359 97 1165 89 149 225 245 227 565
internal_value=0 -0.00576988 -0.0143653 0.00459569 0.00824572 0.0188378 -0.00369867 0.00604437
internal_weight=0 0.0049897 0.00288831 0.0061086 0.00491366 0.00260426 0.0023094 0.00210139
internal_count=3121 2178 1254 943 846 394 452 924
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=11
num_cat=0
split_feature=484 43 42 40 16 151 2 15 457 0
split_gain=0.000293464 9.52905e-05 9.68641e-05 0.000179359 0.000125852 0.000106752 0.000128542 0.000171701 0.000104868 8.92816e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 0.16703000000000004 -0.0083949999999999979 0.089885000000000007 -0.074054999999999996 0.045365000000000009 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 9 -8 -5 -7
right_child=1 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.0010219197214209341 -0.00043793010835631486 -0.00049805069699810224 0.00090119049398208826 -0.00064106379028662118 -0.00040707683002197712 -0.000331738012667178 0.0010888132123017128 0.00017386617468312813 0.00022504437041216276 0.00038270969273767236
leaf_weight=0.0010050269047484134 0.0010609451620512038 0.0010165026827642582 0.0011895927326856263 0.0010056521045389288 0.0016048636838531744 0.0013791052267585824 0.0014739937523906906 0.0016958091524455676 0.001154514695846709 0.001312472310182886
leaf_count=503 178 202 259 139 329 200 206 304 129 672
internal_value=0 7.81427e-05 0.000127457 0.000182916 9.41544e-05 0.000194435 0.000331755 0.000599327 -0.000178167 1.66424e-05
internal_weight=0 0.0128935 0.0118769 0.010816 0.00962641 0.00802155 0.00586138 0.0031698 0.00216017 0.00269158
internal_count=3121 2618 2416 2238 1979 1650 1382 510 268 872
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=8
num_cat=0
split_feature=4 3 48 15 3 12 0
split_gain=2.83582e-05 3.14299e-05 2.76713e-05 8.13871e-05 7.59244e-05 5.38402e-05 4.8236e-05
threshold=0.26790000000000008 -0.13309499999999996 0.083985000000000018 -0.016799999999999995 0.10542000000000001 0.084100000000000022 -0.18113999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.024653102118518865 -0.002216474601981495 0.020928460045795572 -0.0096760388740251713 0.0035171124804110792 0.022211201700544442 -0.022941941203364281 0.017815929985462921
leaf_weight=0.0017389463774615532 0.0011394391222259159 0.001209530596244626 0.001121550989001463 0.0019001691963707475 0.0012115371818351983 0.001291943877899411 0.001480876885594863
leaf_count=615 83 294 59 304 63 1217 486
internal_value=0 0.00970131 -0.00267424 -0.00633565 0.000897688 -0.00719166 0.0059679
internal_weight=0 0.00234897 0.00874502 0.0061426 0.00440365 0.00319211 0.00260243
internal_count=3121 377 2744 2199 1584 1521 545
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=12
num_cat=0
split_feature=484 52 52 376 457 3 1 2 0 3 15
split_gain=0.000240925 9.29634e-05 0.000179608 0.000107082 9.64028e-05 0.000122537 9.13603e-05 0.00032552 8.91473e-05 0.000155763 5.26865e-05
threshold=-0.0068949999999999992 -0.26636999999999994 -0.090859999999999982 0.048375000000000008 0.045365000000000009 -0.077644999999999978 0.111945 0.10672500000000001 0.041630000000000007 -0.116045 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 7 10 9 -4 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00092812033241996194 -0.00049549258350689779 0.00083609789076638291 -0.00045328618504966484 0.00062030860285697406 0.00041396109640479302 -0.00038278394497764831 9.1644956583968265e-05 -0.0014146206857449427 0.00061458702329028549 0.00049818074479035404 0.000242158759379753
leaf_weight=0.0010023875503174769 0.0010340846755208547 0.001203048878605944 0.0015430358370135994 0.0010934546180057436 0.0016021121474261149 0.0010323630783215189 0.0013635828977775757 0.0010360625009748583 0.0011103982203123641 0.0011579214361054726 0.0010423054136695796
leaf_count=503 318 211 123 119 161 158 210 119 57 949 193
internal_value=0 6.89489e-05 0.000116853 3.80564e-05 -2.63328e-05 -0.000111468 -0.000331545 -0.00051705 0.000146891 -4.53849e-05 -6.88152e-05
internal_weight=0 0.0132184 0.0121843 0.0109812 0.00988778 0.00828567 0.00447431 0.00311073 0.00381136 0.00270096 0.00207467
internal_count=3121 2618 2300 2089 1970 1809 680 470 1129 1072 351
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=11
num_cat=0
split_feature=484 41 150 3 0 0 42 1 15 2
split_gain=0.000154888 0.0001028 0.000110862 0.000173166 8.88706e-05 0.000139811 0.000127394 7.13273e-05 9.70919e-05 4.87439e-05
threshold=-1.0000000180025095e-35 0.07831500000000001 0.11456000000000001 -0.12018999999999998 -0.053834999999999994 0.062580000000000011 0.088380000000000014 0.111945 -0.098289999999999975 0.089125000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 8 -5 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00071437622634425515 0.00070159701677140489 -0.00054294539840250595 -0.00044241343432063047 -0.00061142432283154552 -0.00070116706562372286 0.00023697707154839639 0.00076926608865418404 0.00038882421506033685 -0.00019700193277970776 0.00039234015125579611
leaf_weight=0.0010818049169924538 0.0019634573078062311 0.001004404994431469 0.0012423979042686323 0.0010536573318369958 0.001296891385993257 0.001154379731757138 0.0011536120216068379 0.001549051045503274 0.0010214643310040227 0.0011437008421580905
leaf_count=515 195 134 110 172 232 62 534 153 681 333
internal_value=0 5.87927e-05 0.000110991 0.00017751 5.46086e-05 -0.000259366 0.000184582 4.31148e-05 -0.000123257 0.000114305
internal_weight=0 0.012583 0.0115786 0.0103362 0.00837276 0.00245127 0.00592149 0.00476787 0.00321882 0.00216517
internal_count=3121 2606 2472 2362 2167 294 1873 1339 1186 1014
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=8
num_cat=0
split_feature=15 3 150 0 43 12 16
split_gain=2.62352e-05 6.66173e-05 7.75256e-05 6.68254e-05 5.75236e-05 5.78493e-05 7.21484e-05
threshold=-0.03241999999999999 -0.10519499999999998 0.081835000000000019 -0.10474999999999998 -0.084004999999999982 0.095110000000000014 -0.008904999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.02324569441999641 0.0086965565415065334 -0.023903194725013857 0.018766704535622625 0.006682841868214124 -0.039553736898165444 0.0069165839825029067 -0.0052511097659371014
leaf_weight=0.0014466436848489779 0.0019765845291575533 0.0016523351164798416 0.0012904052921904764 0.0012583023006136403 0.0011337465564880969 0.001061150297832744 0.0013353418960299721
leaf_count=136 445 228 227 793 721 280 291
internal_value=0 0.00473784 -0.0016354 -0.0106805 -0.00496238 -0.01261 -0.0210021
internal_weight=0 0.00564769 0.00420104 0.00291064 0.00550682 0.00353024 0.00246909
internal_count=3121 1384 1248 1021 1737 1292 1012
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=10
num_cat=0
split_feature=484 4 11 150 3 0 0 3 1
split_gain=0.000143963 7.81083e-05 7.61348e-05 9.13335e-05 7.33674e-05 0.000109983 0.000177312 0.000105503 0.000109812
threshold=-1.0000000180025095e-35 0.42051500000000003 0.077415000000000012 0.11456000000000001 -0.12018999999999998 -0.10607499999999999 -0.18113999999999997 -0.077774999999999983 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -9
right_child=1 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.0007074765204459014 0.00052860054268877884 0.00057389819040596366 -0.00049800007225218228 -0.00045114638180950137 -0.00018358216353605618 -0.00071041780297645039 0.00073399126145429975 -0.00035432165291207694 0.0003479416917318124
leaf_weight=0.0010360931610431849 0.0014521313098563356 0.0010172551494394477 0.0010433779615947056 0.0011992356302838224 0.0014725760055094295 0.0010085010771018715 0.0017986775819163626 0.0016455689188440447 0.0017843329744648955
leaf_count=515 88 216 162 111 85 1125 188 408 223
internal_value=0 5.32913e-05 6.85395e-06 5.76939e-05 0.000124299 4.81475e-05 0.00032094 -0.00015291 1.10158e-05
internal_weight=0 0.0124217 0.0114044 0.010361 0.00916179 0.00770966 0.00327125 0.0044384 0.0034299
internal_count=3121 2606 2390 2228 2117 2029 273 1756 631
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 1 0 4 43
split_gain=0.000149208 0.000117365 0.000147613 9.33439e-05 0.000109026 0.000128587 8.41134e-05 0.000175624 0.000112554
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 -0.11013499999999998 -0.083854999999999985 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 8 -8
right_child=1 2 3 6 -6 -7 7 -9 -10
leaf_value=-0.00070064915664663947 -0.0005744119649712181 0.00078501132889313295 -0.00035243257294404764 0.0002654415935181386 0.00059446043249145378 0.00039550810201735218 -0.00035928436469776913 -0.00098689034540445334 0.00044999596689785162
leaf_weight=0.0010866393132452383 0.0010428747241062143 0.0011321382705690901 0.0018000971955199566 0.0013870670447746251 0.0019271035293952567 0.001736016639056513 0.0016788809171028284 0.0010368781675578575 0.0010895032855433584
leaf_count=515 318 206 260 111 341 217 317 802 34
internal_value=0 5.6074e-05 0.000111854 4.0332e-05 0.000219245 1.47608e-05 -0.000147915 -0.000298589 -4.07904e-05
internal_weight=0 0.0128306 0.0117877 0.0106555 0.00546322 0.00353611 0.00519233 0.00380526 0.00276838
internal_count=3121 2606 2288 2082 818 477 1264 1153 351
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=8
num_cat=0
split_feature=474 160 42 43 16 151 2
split_gain=2.90285e-05 8.61464e-05 6.86015e-05 8.31206e-05 6.70073e-05 6.00597e-05 0.000103926
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.022770483280224914 0.016169338436985738 -0.018732642472618705 0.024883253874098846 -0.012673163239519756 -0.015725725575107114 -0.0091594004920718883 0.03156543985093252
leaf_weight=0.0016239353825405643 0.0010039870979889265 0.0013080398901602003 0.0017854304882802671 0.0010308261188030085 0.0018070250000237409 0.0010228719737059892 0.0016175516945050037
leaf_count=736 344 708 408 98 301 302 224
internal_value=0 -0.0016521 0.00234882 0.00614515 3.81926e-05 0.00779735 0.0157891
internal_weight=0 0.0101957 0.00857175 0.00726371 0.00547827 0.00367125 0.00264042
internal_count=3121 2777 2041 1333 925 624 526
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=11
num_cat=0
split_feature=484 133 47 4 1 0 15 47 150 0
split_gain=0.000104584 9.70218e-05 8.37964e-05 0.000120124 0.000121036 0.000114312 0.000123103 0.00015988 8.13004e-05 0.000137283
threshold=-1.0000000180025095e-35 0.099660000000000012 0.13148500000000005 0.24564500000000003 0.11230000000000001 0.062580000000000011 1.0000000180025095e-35 0.086380000000000012 0.086615000000000011 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00059728969337408979 0.001016483877867622 -0.00053211511548844096 -0.00044454654867230251 9.8167075686322807e-05 0.00086505030980713125 0.00047343614106096845 -0.00052967760668576683 -0.00059444002439015483 -0.00014855516020785526 4.4552468657684454e-05
leaf_weight=0.0010474235467453153 0.0010440458372503137 0.0010271373984112589 0.001012302775369677 0.0016431400080294527 0.001526196324816457 0.0016605943347132723 0.0018511448057958206 0.0010534377959234504 0.0011295392376848568 0.0012020010414006037
leaf_count=515 97 411 42 127 225 135 778 162 187 442
internal_value=0 4.64995e-05 9.55258e-05 0.000144735 0.00046746 1.59278e-05 -0.000105046 7.24321e-05 0.000280547 0.000496342
internal_weight=0 0.0131495 0.0121224 0.0111101 0.00316934 0.00794076 0.00628017 0.00442902 0.00337559 0.00224605
internal_count=3121 2606 2195 2153 352 1801 1666 888 726 539
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=8
num_cat=0
split_feature=1 3 15 0 16 2 43
split_gain=2.72755e-05 4.73253e-05 7.00586e-05 3.19212e-05 3.14808e-05 5.67261e-05 0.000174153
threshold=0.094385000000000011 -0.12018999999999998 -0.008624999999999999 -0.038659999999999993 -0.5315899999999999 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6
right_child=4 2 3 -5 5 -7 -8
leaf_value=0.0090681040463227638 -0.010116488189751973 -0.030655416097316548 0.010783781369999849 -0.01313482639189493 -0.0034193112017790921 -0.0055146580553930187 0.045340615129968349
leaf_weight=0.0015485199490500403 0.0011984637767823427 0.0012719421218138475 0.0011090412726624125 0.0011229037293302713 0.0017969415446586858 0.0019180255244995673 0.0012365620729838424
leaf_count=174 97 891 1024 89 318 314 214
internal_value=0 -0.00549031 -0.0119243 -0.0012498 0.00442613 0.00794602 0.0164569
internal_weight=0 0.00505241 0.00350389 0.00223195 0.00614999 0.00495153 0.0030335
internal_count=3121 2178 2004 1113 943 846 532
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=8
num_cat=0
split_feature=376 43 4 0 4 49 3
split_gain=2.86243e-05 5.16849e-05 6.84313e-05 0.000103231 5.60799e-05 6.61654e-05 9.27602e-05
threshold=0.048375000000000008 0.084740000000000024 -0.27825499999999997 -0.060129999999999996 0.26790000000000008 -0.006494999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.022478286473360504 0.015340518009986613 -0.019442727010594213 -0.022424505281814382 0.024525448362702464 0.01449809246204856 -0.016823875892241925 0.022893020348030216
leaf_weight=0.0010706719402806038 0.0010918606042736459 0.0014124772673177544 0.0018334977112455671 0.0019260430751805325 0.0014738811053858943 0.0011831403574034758 0.0011691250166545567
leaf_count=206 166 321 375 245 199 1514 95
internal_value=0 -0.00170618 0.00118793 0.00452827 -0.002277 -0.00818381 0.00291625
internal_weight=0 0.0100688 0.00865636 0.00758569 0.00565964 0.00418576 0.00235227
internal_count=3121 2955 2634 2428 2183 1984 1609
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 12
split_gain=2.78903e-05 6.43058e-05 0.000132179 5.45599e-05 6.22637e-05 5.93561e-05 5.5252e-05
threshold=0.081365000000000007 0.082620000000000013 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.095244999999999982 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00268440222342502 -0.015737483809262307 -0.0084693542231669607 0.034792308636420875 0.006694479462143724 0.022655249543430088 -0.031616453660565341 -0.021222935602838458
leaf_weight=0.0018546631882516522 0.0010266345604552233 0.0013395644633757975 0.0014938071480773878 0.001863131939504385 0.0012461624974253876 0.0011480281150341852 0.0011443414064243947
leaf_count=345 178 79 485 301 72 542 1119
internal_value=0 0.00156308 0.014339 -0.00342552 0.00385988 -0.0137461 -0.00392808
internal_weight=0 0.0100897 0.00283337 0.00725633 0.00425364 0.00300269 0.00300747
internal_count=3121 2943 564 2379 1492 887 1420
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=10
num_cat=0
split_feature=1 4 151 457 1 151 16 43 1
split_gain=2.7742e-05 9.40303e-05 4.68294e-05 7.26953e-05 9.50775e-05 8.40546e-05 0.000110466 4.17217e-05 1.71966e-05
threshold=0.077565000000000009 -0.083854999999999985 0.043560000000000008 0.045365000000000009 0.12811000000000003 -0.0077149999999999988 -0.056919999999999991 0.070450000000000013 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -2 8 -1 -7
right_child=2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0094140272762524707 -0.030467733550796967 -0.033282229538555634 -0.016744649704482636 0.030618044756954219 0.024740766834374484 0.0079594507013660467 -0.019191550309374278 0.018468718605305499 0.026352476571952665
leaf_weight=0.0011311291577896058 0.0010220720362387574 0.0010010933032552636 0.0010313495276533108 0.0010289624717164381 0.0013807249108680666 0.0010192810371750429 0.0014233108798012402 0.001021095812845374 0.0010140093245367332
leaf_count=317 152 1283 106 159 232 324 426 36 86
internal_value=0 -0.00796265 0.00312817 0.0061036 0.00179865 -0.00527415 0.00217527 0.00381459 0.0171321
internal_weight=0 0.00315332 0.00791971 0.00688836 0.0058594 0.00447867 0.0034566 0.00215222 0.00203329
internal_count=3121 1636 1485 1379 1220 988 836 353 410
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=11
num_cat=0
split_feature=484 43 15 2 4 49 1 150 47 13
split_gain=0.000149965 0.000106187 0.000106971 0.000131483 0.000118505 0.000106678 0.000105672 0.000108737 0.000177967 8.38583e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 1.0000000180025095e-35 0.098035000000000011 -0.080924999999999983 0.0034800000000000005 1.0000000180025095e-35 0.087170000000000011 0.087885000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 9 -2 8 -8 -5
right_child=1 -3 4 5 -6 -7 7 -9 -10 -11
leaf_value=-0.00071514564261680811 -0.0005738406731287081 -0.00055153153841378368 0.00015707917465642825 0.001108226836961508 -0.00076431902587272601 -1.2218038485138616e-05 0.00077411027497031198 -0.00036092741668641734 -0.00013677877618399484 0.00040299159922933293
leaf_weight=0.0010579773150071132 0.0010000822830331952 0.0010249247201683754 0.0011112899236609131 0.0010956466500062492 0.0010378771922736627 0.0012005912141032516 0.0016432306554970688 0.0012560710839559786 0.0016554019469354076 0.0015874821332914344
leaf_count=515 353 201 515 191 480 225 226 85 141 189
internal_value=0 5.34141e-05 0.000106921 0.000196819 -0.000287883 0.000473592 3.30877e-06 0.000130034 0.000316985 0.000690972
internal_weight=0 0.0126126 0.0115877 0.00943851 0.00214917 0.00388372 0.00555479 0.0045547 0.00329863 0.00268313
internal_count=3121 2606 2405 1410 995 605 805 452 367 380
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=12
num_cat=0
split_feature=484 4 12 39 0 42 49 13 457 1 2
split_gain=0.00015551 0.000107218 0.000101206 8.40745e-05 8.37381e-05 7.55533e-05 0.000109847 0.000145637 0.000109903 0.000119987 6.90322e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.098810000000000023 0.092870000000000022 -0.052984999999999997 0.088465000000000002 0.065470000000000014 -0.010384999999999998 0.082380000000000009 0.086560000000000012 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 10 9 -9 -2
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00072048024960970033 0.00017413049408602105 0.00066126468053503658 4.0757997419956635e-05 -0.00038422359412176751 -0.0007284607938768538 -0.00025515984450646907 0.0008117440246813185 0.00014880167487581111 0.00040687171109573693 -0.00069277816084725209 0.00088125903196113026
leaf_weight=0.0010725765073073311 0.0010039030866543456 0.0010366556274119159 0.0010025914629354883 0.0012526599201206625 0.0011898171195271617 0.0014040202964834669 0.0011013040529072263 0.0011825263270810312 0.0011730407489841943 0.0014499746769324655 0.0011262442796650795
leaf_count=515 418 216 268 92 102 537 260 269 113 199 132
internal_value=0 5.6498e-05 3.75277e-06 8.97985e-05 -0.000376696 0.000160144 0.000243006 0.000137482 -9.23053e-05 -0.000314738 0.000548001
internal_weight=0 0.0129227 0.0118861 0.00969367 0.00219241 0.00844101 0.00703699 0.00593569 0.00380554 0.0026325 0.00213015
internal_count=3121 2606 2390 2020 370 1928 1391 1131 581 468 550
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=9
num_cat=0
split_feature=50 15 3 47 43 0 3 42
split_gain=2.87535e-05 4.94513e-05 4.08449e-05 7.83683e-05 9.40731e-05 7.29827e-05 9.46005e-05 0.000239575
threshold=0.083090000000000011 -0.24436499999999997 -0.15447499999999995 0.077555000000000013 -0.074359999999999996 -0.053834999999999994 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.022208367590121496 -0.015816702634894902 0.017397761072006763 -0.033410924250473893 0.0029096327934766079 -0.038426291879895602 -0.012709001929547468 0.031513060929647362 0.030562756064235898
leaf_weight=0.0010439857463462139 0.0010459233115776021 0.0010870264695300178 0.0011643965845270674 0.0010271344413757318 0.0011866227538235513 0.0019637768934196763 0.0014132811649090922 0.0011771956771737845
leaf_count=218 597 161 658 159 157 217 126 828
internal_value=0 0.00160403 -0.000780886 -0.00327202 -0.0192473 0.00291222 0.011082 -0.00124924
internal_weight=0 0.0100634 0.00901943 0.00793241 0.00221376 0.00571865 0.00375487 0.00234159
internal_count=3121 2524 2306 2145 316 1829 1612 1486
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=9
num_cat=0
split_feature=12 13 16 133 1 47 48 160
split_gain=2.7586e-05 6.71963e-05 9.49172e-05 5.28656e-05 6.50612e-05 6.62039e-05 8.10626e-05 9.17737e-05
threshold=0.11650500000000001 0.10935500000000002 0.15891500000000003 0.083950000000000011 0.08592000000000001 0.092530000000000015 0.087215000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.021821436418387369 -0.015022760226895577 0.02018778205872572 -0.028206342211693609 0.023524641156780768 -0.0020042863356133081 -0.01794819959873251 -0.011966177078168029 0.035597650367775083
leaf_weight=0.0012193220070570877 0.0011049797123782274 0.0016313715483021194 0.0011857949776773674 0.0010116523424296524 0.0011212742990978145 0.0010729580846432392 0.0011543058699540164 0.001541304056388978
leaf_count=821 147 178 414 798 224 139 110 290
internal_value=0 0.00163287 -0.00201122 0.00235093 -0.00115535 0.00399791 0.0101671 0.0197626
internal_weight=0 0.00993798 0.00830661 0.00712082 0.00610916 0.00488984 0.00381688 0.00266258
internal_count=3121 2974 2796 2382 1584 763 624 514
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=12
num_cat=0
split_feature=484 133 3 15 41 150 52 52 1 1 1
split_gain=0.000120971 9.85189e-05 9.41843e-05 0.000154725 0.000120118 0.000168373 0.000135199 9.68844e-05 0.000102299 8.1454e-05 3.89643e-05
threshold=-1.0000000180025095e-35 0.099660000000000012 0.083060000000000009 -0.074054999999999996 0.075585000000000013 0.08882000000000001 -0.020999999999999994 0.091275000000000009 0.095025000000000012 0.10937500000000001 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 6 -2 8 -8 -4 -5
right_child=1 -3 3 10 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00064490185336883677 0.00090490767301684878 -0.00053623793574052137 -0.00015387248421280976 -0.00025359195251355865 -0.00037825680422080404 -0.00040265646551736374 -0.0003899700568603083 0.0006952410764884205 0.00042752293500398066 0.00059535376186271752 -0.00076464377129714753
leaf_weight=0.0010496685027366953 0.0018243068749949644 0.001026207541176139 0.0010542740417616159 0.0012973790571556842 0.0010633573946837171 0.0010075403519745011 0.0011845492604966622 0.0012297790008489631 0.0011696308241869 0.0011848926991154841 0.001028130384724088
leaf_count=515 508 411 50 121 127 165 571 374 103 120 56
internal_value=0 4.696e-05 9.6652e-05 -0.0001253 0.000232113 0.000333276 0.000470378 0.000249193 1.61862e-05 0.000242593 -0.000479533
internal_weight=0 0.01307 0.0120438 0.00456468 0.00747916 0.00641581 0.00540827 0.00358396 0.00235418 0.00223917 0.00232551
internal_count=3121 2606 2195 347 1848 1721 1556 1048 674 170 177
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=9
num_cat=0
split_feature=11 43 2 42 13 52 0 13
split_gain=2.50335e-05 5.95255e-05 0.000100115 5.35373e-05 4.42092e-05 6.69997e-05 9.58844e-05 2.77221e-05
threshold=0.081365000000000007 -0.052894999999999991 0.096540000000000015 0.085465000000000013 -0.10664 -0.069804999999999992 -0.15202999999999997 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -7 -8
right_child=-2 4 -4 -5 5 6 7 -9
leaf_value=-0.013241941757526616 -0.015044143782338435 0.0085553847044667706 0.037041812529882583 0.016508989345831348 -0.029350086975126307 0.019429807577817454 -0.026649718289573278 -0.0035038918668528832
leaf_weight=0.0012973541320649004 0.0010094554200131218 0.0019181829628142494 0.0010953372696182444 0.0011331768924927703 0.0012427233086810437 0.0012739860860559735 0.0010678209907875197 0.0010040022513708973
leaf_count=555 178 234 378 452 223 113 876 112
internal_value=0 0.00147683 0.0119407 0.000628717 -0.00419336 -0.00952282 -0.00215844 -0.0154333
internal_weight=0 0.0100326 0.00352587 0.00243053 0.00650672 0.00458853 0.00334581 0.00207182
internal_count=3121 2943 1385 1007 1558 1324 1101 988
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=11
num_cat=0
split_feature=484 41 3 16 1 12 47 3 150 16
split_gain=0.00018472 0.000121315 0.000111041 0.0002089 0.000108567 0.000124944 0.000126154 0.000116801 0.000154512 7.93871e-05
threshold=-1.0000000180025095e-35 0.078065000000000009 -0.12018999999999998 0.0057500000000000008 0.12811000000000003 0.09857500000000001 0.086380000000000012 0.10299500000000002 0.086615000000000011 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -4
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00079370255319527168 -9.1952739953224812e-06 -0.00060107744959585967 0.00065093654770353765 0.0011154707088711175 0.00046398415038802416 -0.0006300546206942369 -0.00052323047767628824 0.0005979205298659115 -0.00068739497550985955 -6.9519494767478584e-05
leaf_weight=0.0010725934289197445 0.0015017736372565657 0.001005557935607305 0.0010005572794791835 0.0011000995798997049 0.001654722554589246 0.0013551288463037811 0.0012830068979614315 0.0016267670676228807 0.0010029642307401356 0.0014261876131099439
leaf_count=515 97 136 550 107 216 300 180 112 189 719
internal_value=0 5.30186e-05 0.000108053 0.000466325 8.34796e-06 -8.96364e-05 2.58835e-05 0.000165213 -4.0027e-05 0.000227528
internal_weight=0 0.0129568 0.0119512 0.00260187 0.00934933 0.00769461 0.00633948 0.00505648 0.00342971 0.00242674
internal_count=3121 2606 2470 204 2266 2050 1750 1570 1458 1269
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=10
num_cat=0
split_feature=47 47 474 42 160 16 15 15 4
split_gain=6.0337e-05 8.79705e-05 7.47245e-05 6.36049e-05 8.79492e-05 9.58323e-05 0.000123691 9.41151e-05 0.000127323
threshold=0.13148500000000005 0.10561500000000001 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.03241999999999999 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -9
right_child=-2 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.00054044997308397855 -0.00047029372391506829 0.00054908286366285727 0.00045191703475931053 -0.00045082590621084776 -0.00025053355086824121 -0.00038150583631965819 0.00080461704876052815 0.00057953806644685474 -0.00027535472011912851
leaf_weight=0.0010261436612307795 0.0010001604825325772 0.0011404002370418139 0.0011397168978804087 0.0015341873802102637 0.0017740668327441223 0.001465682671576117 0.0013012520639313178 0.0013711207832807167 0.001309476005953289
leaf_count=776 65 156 331 575 211 226 207 185 389
internal_value=0 3.08759e-05 -2.32334e-05 -7.85944e-05 -2.44667e-05 6.61109e-05 0.000180092 0.000371952 0.000161922
internal_weight=0 0.012062 0.0109216 0.00978193 0.00875579 0.0072216 0.00575592 0.00398185 0.0026806
internal_count=3121 3056 2900 2569 1793 1218 992 781 574
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=10
num_cat=0
split_feature=484 43 42 40 15 15 16 49 1
split_gain=0.000160687 9.8798e-05 7.85423e-05 0.000183048 0.000107685 0.000124524 0.000137355 7.41033e-05 9.76213e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 -0.24436499999999997 -0.095869999999999983 0.16703000000000004 -0.052259999999999994 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9
right_child=1 -3 3 4 5 6 -8 8 -10
leaf_value=-0.00088020730552903299 -0.00054337440613332121 -0.000674025107849013 0.00077063034174285636 0.00045999888193087011 -0.00065345793413401556 -0.00021423479651551069 -0.00054759313947902433 1.7089486097201044e-05 0.0007123494774548024
leaf_weight=0.0010717550538776851 0.0010663723428681335 0.001018638811269834 0.0011027029859001997 0.0012525161373731679 0.0015694558054374893 0.0016500428277332101 0.0015414492267082896 0.0019319226511147567 0.0012981877526586846
leaf_count=515 175 201 259 138 207 175 311 846 294
internal_value=0 -8.89267e-05 -3.67036e-05 1.55181e-05 -7.45623e-05 -0.000158349 -3.73434e-05 0.000123824 0.000296516
internal_weight=0 0.0124313 0.0114126 0.0103463 0.00924357 0.00799106 0.0064216 0.00488015 0.00323011
internal_count=3121 2606 2405 2230 1971 1833 1626 1315 1140
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=9
num_cat=0
split_feature=133 43 12 16 3 4 3 4
split_gain=2.85191e-05 4.03259e-05 0.000120112 7.81643e-05 4.39597e-05 8.07024e-05 7.81633e-05 0.00015403
threshold=0.088525000000000006 -0.067899999999999974 0.051320000000000005 -0.081414999999999987 -0.11255999999999998 -0.059649999999999988 0.090900000000000009 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 -8
right_child=-2 4 3 -5 5 6 7 -9
leaf_value=0.036887995713322255 -0.014472157894318567 0.010231180319967259 0.017432529033679856 -0.020527012763229061 -0.031276574107985164 -0.02019724075944937 0.037402894054992551 -0.01455160307338862
leaf_weight=0.0011404967865098095 0.0012406340116415922 0.0018280544012909657 0.001000591152411938 0.0011847640998107938 0.0011348440157731036 0.0013064296633179444 0.0011006359486326334 0.0011850212149586009
leaf_count=206 713 207 179 542 645 388 91 150
internal_value=0 0.00161319 0.0105819 -0.00314678 -0.00293733 -0.00803001 -0.000685747 0.0104666
internal_weight=0 0.00988084 0.00332585 0.00218536 0.00655499 0.00472693 0.00359209 0.00228566
internal_count=3121 2408 927 721 1481 1274 629 241
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=9
num_cat=0
split_feature=4 484 160 42 43 16 0 12
split_gain=2.62236e-05 4.94733e-05 7.86262e-05 5.90922e-05 7.64463e-05 4.99003e-05 6.02622e-05 0.000124261
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.015266519496212117 -0.023791661962636105 0.020974917661104802 -0.019187663470353673 0.026124997738201747 -0.0077484484297464925 -0.015965141007331912 0.042684497702181433 -0.0069369772166392859
leaf_weight=0.0010411507301924779 0.0013043379750781363 0.0011445964186265227 0.0010531403704525525 0.0015029416196886015 0.0016404183478724329 0.0013568630290074464 0.0010167854605780623 0.0010019510845966986
leaf_count=156 604 349 703 447 114 235 221 292
internal_value=0 0.00140801 -0.00111509 0.00279108 0.00634175 0.000414125 0.00648777 0.0180561
internal_weight=0 0.010021 0.00887644 0.0075721 0.00651896 0.00501602 0.00365915 0.00201874
internal_count=3121 2965 2616 2012 1309 862 627 513
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=8
num_cat=0
split_feature=42 49 2 13 16 12 4
split_gain=2.56095e-05 6.93068e-05 0.000104935 6.16833e-05 6.94061e-05 7.41598e-05 0.000107498
threshold=0.092620000000000022 -0.0020949999999999996 0.088930000000000023 0.10935500000000002 0.15273500000000004 0.084100000000000022 0.055260000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.033812505999442931 -0.012256749948403067 0.032459145399207967 0.0042318246620170275 0.029065305528465403 -0.018370589507676414 -0.011204979477070614 -0.0072592125917669281
leaf_weight=0.0011916621471616679 0.0015063122613407027 0.0018575608622035898 0.0018513671454755817 0.0011121272269124724 0.0011679705177992002 0.0012491538139761159 0.001076218059566041
leaf_count=275 630 298 301 142 284 1023 168
internal_value=0 0.00177731 -0.0106665 0.0076363 0.00318251 0.00920063 0.017889
internal_weight=0 0.00950606 0.00304303 0.00646303 0.0053509 0.00418293 0.00293378
internal_count=3121 2491 576 1915 1773 1489 466
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=7
num_cat=0
split_feature=15 49 0 16 16 2
split_gain=2.69672e-05 7.14975e-05 6.84011e-05 9.79448e-05 5.28516e-05 8.48078e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 -0.056919999999999991 -0.013324999999999998 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=0.023851103215179074 -0.01819012745876987 -0.016630122954666801 0.029460523687440045 -0.011748025506438048 -0.014783161381376251 0.016751880255985931
leaf_weight=0.0014505384128548869 0.0019743836449800335 0.0017934256353713124 0.0011849367233627223 0.001123784834554966 0.0015705943748387948 0.0018660128228169264
leaf_count=256 1046 244 381 503 448 243
internal_value=0 0.00476862 -0.00197903 0.009402 -0.00515126 0.00233977
internal_weight=0 0.00555269 0.00410215 0.00230872 0.00541099 0.00343661
internal_count=3121 1384 1128 884 1737 691
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=8
num_cat=0
split_feature=4 12 12 12 151 3 15
split_gain=2.58036e-05 7.13098e-05 7.69203e-05 9.69828e-05 8.18334e-05 0.000105798 3.30609e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.0038099999999999996 0.083060000000000009 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=0.024586500517620576 0.017564150944232092 -0.026807617223604092 0.022048013171968223 -0.032405184697424948 0.011230876745252106 -0.024776080509059464 -0.003361918568563914
leaf_weight=0.0011620904753597561 0.00160650511928565 0.0010950386737471418 0.0013510923722954444 0.0010200850233419339 0.001674879717695265 0.0015913645370775054 0.0014243852368251528
leaf_count=180 266 404 618 1144 174 175 160
internal_value=0 -0.00312471 0.000689342 -0.00460715 0.00179624 -0.00631227 0.00772982
internal_weight=0 0.00789455 0.00679951 0.00544842 0.00442833 0.00326624 0.00303089
internal_count=3121 2695 2291 1673 529 349 426
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=11
num_cat=0
split_feature=484 41 159 52 0 42 15 4 4 4
split_gain=0.000132422 0.000125445 9.88269e-05 9.03767e-05 0.000136767 9.48859e-05 0.000113593 9.24534e-05 8.19155e-05 0.000128435
threshold=-1.0000000180025095e-35 0.078065000000000009 0.076905000000000015 0.10347000000000002 0.12113000000000002 0.083995000000000014 1.0000000180025095e-35 -0.27825499999999997 -0.0029599999999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -5 -2 -10
right_child=1 -3 -4 7 -6 -7 -8 -9 9 -11
leaf_value=-0.00068218498382693557 0.00055124380440127192 -0.00061872514901121036 0.00054794279840580603 0.00081559427568905589 -0.00071676710990128132 0.00049331557465200516 -0.00063419828731508155 -8.4510504163150056e-06 -0.00041574215406283983 0.00035004880016963736
leaf_weight=0.001031881829960655 0.0010198210389869193 0.0010001100916842429 0.0016605897294960344 0.0010246455348379008 0.0010659763637052289 0.0014018741989037502 0.0011243383466081596 0.0010701695860486421 0.0019311318319654028 0.0014930086890288068
leaf_count=515 184 136 378 40 90 625 474 374 171 134
internal_value=0 4.80129e-05 0.000104563 3.18874e-05 -6.26669e-05 3.73672e-05 -7.74223e-05 0.000394618 6.34441e-05 -8.18386e-05
internal_weight=0 0.0127917 0.0117916 0.010131 0.00803615 0.00697017 0.0055683 0.00209482 0.00444396 0.00342414
internal_count=3121 2606 2470 2092 1678 1588 963 414 489 305
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 42 4 4 16
split_gain=6.56428e-05 9.58095e-05 9.14964e-05 0.000119167 0.000140866 0.000103058 0.000101123 0.000127133 0.000112445
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -1.0000000180025095e-35 -0.0024449999999999997 0.076415000000000025 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.00052693778522145188 -0.00046685437024957931 -0.00045278981431103287 -0.00050860559220165336 0.00064275238175070886 -0.00067248373615291757 0.00055871385566159579 -0.00043305356362877975 -8.4316670741998344e-05 0.00077395822533472055
leaf_weight=0.0013538658531519502 0.0010905731544175882 0.0016404513712670625 0.0010006232306670878 0.0011414727960220661 0.0011404442295925854 0.0017992344682285716 0.0015811853999684617 0.001370472771994495 0.0010264189114134151
leaf_count=407 170 642 643 163 36 652 159 126 123
internal_value=0 3.54919e-05 -2.66887e-05 5.04647e-05 -3.49165e-05 7.23596e-05 0.000172982 -1.47969e-06 0.000283222
internal_weight=0 0.0120542 0.0107003 0.00905985 0.00791838 0.00677793 0.00577731 0.00397808 0.00239689
internal_count=3121 2951 2544 1902 1739 1703 1060 408 249
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=8
num_cat=0
split_feature=1 42 49 15 1 4 0
split_gain=2.67736e-05 0.000107543 5.34873e-05 0.000110421 4.19392e-05 6.01318e-05 5.53204e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.03241999999999999 0.10752500000000002 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.0075600373946801388 0.010556733909252377 -0.031227858311171214 0.027888290828768005 -0.034889348431911313 0.023903440418457215 -0.015402939499106792 -0.00040422445364471718
leaf_weight=0.0014557199046565487 0.0019373089559454977 0.0011317674991566098 0.001131052087427944 0.001058263337780775 0.0011926053047874039 0.0012810353379172608 0.0017767338204961204
leaf_count=268 279 548 1068 262 134 378 184
internal_value=0 -0.0023993 0.00173313 -0.0103091 0.00735875 0.00264829 0.0106008
internal_weight=0 0.00902718 0.00789541 0.00251398 0.00538143 0.00418882 0.00290779
internal_count=3121 2842 2294 530 1764 1630 1252
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=11
num_cat=0
split_feature=484 132 42 160 49 52 2 4 15 4
split_gain=0.000161423 6.25818e-05 8.35724e-05 8.7163e-05 0.000109251 0.00013692 0.000128613 0.000329346 0.000328649 7.15823e-05
threshold=-1.0000000180025095e-35 0.081240000000000021 -0.088934999999999986 0.092070000000000013 -0.074429999999999982 0.10744000000000002 0.10097500000000002 0.24564500000000003 -0.008624999999999999 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00075302940563132421 -0.00048567231079129985 0.00052080916833231511 0.00065846053226725093 -0.00046673795471322547 -0.0007442762953795974 0.0006243936575210387 -0.0012287439443860379 0.00027846897439853552 0.00074829359401694016 -6.026860598368348e-05
leaf_weight=0.0010329676454088272 0.0011632409870053007 0.0010131189080912996 0.0012944824861453085 0.0010460099514855202 0.0010223232337164417 0.0012989648447333697 0.0010848492462539991 0.001146426286057265 0.0018499957700967239 0.001385299663032665
leaf_count=515 265 280 176 136 288 348 232 156 620 105
internal_value=0 5.39718e-05 1.20856e-05 6.92531e-05 0.000130983 4.33067e-05 -7.30169e-05 -0.00045434 0.000126822 -0.000350711
internal_weight=0 0.0123047 0.0112916 0.0101284 0.00908234 0.00778786 0.00648889 0.00223128 0.00425762 0.00240762
internal_count=3121 2606 2326 2061 1925 1749 1401 388 1013 393
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 2 47 13 3
split_gain=0.000155438 9.69923e-05 8.79547e-05 8.35645e-05 7.53499e-05 0.000115922 0.000100141 0.000127524 9.36812e-05 3.31744e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 0.11093500000000002 0.085270000000000026 -0.084034999999999985 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6 -10
right_child=1 2 3 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00074066753626526405 0.00052389758289009681 -0.00054252011620392973 0.00070464749530010082 -0.00046738607637063901 8.9182691424602835e-05 -8.0200600318310834e-05 0.00048410523296386502 0.00032900963454436433 -0.00083455741765094116 -0.00034810366189946433
leaf_weight=0.0010314449410218614 0.0014729152886824417 0.0010826309145531834 0.0016708625403096828 0.0010891267957035969 0.0011656611936751533 0.0012761112869580458 0.0012212437897262344 0.0015059621944022768 0.0011207000312276113 0.0010383935610063831
leaf_count=515 232 185 105 135 349 162 216 133 145 944
internal_value=0 5.09487e-05 -1.14121e-05 4.55853e-05 0.000107669 0.000364789 -1.75338e-05 -0.000144352 -0.000358763 -0.000600603
internal_weight=0 0.0126436 0.0111707 0.0100881 0.00899893 0.00294697 0.00605196 0.00483072 0.00332475 0.00215909
internal_count=3121 2606 2374 2189 2054 267 1787 1571 1438 1089
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=10
num_cat=0
split_feature=484 42 47 0 159 4 4 2 3
split_gain=0.000145507 7.29458e-05 0.000158583 0.000134999 0.00013593 0.000127704 0.000216827 0.000156481 0.000111094
threshold=-1.0000000180025095e-35 0.10256000000000001 0.11069000000000002 -0.23091999999999999 0.076905000000000015 -0.0024449999999999997 0.25615500000000008 0.10559 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00072683731567276737 0.00066769186692550121 -0.00045590716709518954 0.00071986952977600739 -0.00015031380770673267 0.00044208041342485568 -0.0009019649524643537 7.7289838208932817e-05 -0.00053918367748885272 0.00067530091085675015
leaf_weight=0.0010047280269663379 0.0010645258421320162 0.0010087593836431907 0.0013694360449047456 0.001069427235318136 0.0016192447253459861 0.0019050552607705869 0.0015989787921724941 0.0011382936546439695 0.0015132837808291052
leaf_count=515 60 310 112 558 353 332 158 184 539
internal_value=0 4.92586e-05 9.44421e-05 8.00563e-06 -7.13963e-05 -0.000186474 -0.000455106 6.64936e-05 0.000333437
internal_weight=0 0.012287 0.0112782 0.00990881 0.00884428 0.00722504 0.00350403 0.003721 0.00258271
internal_count=3121 2606 2296 2184 2124 1771 490 1281 1097
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=12
num_cat=0
split_feature=52 52 51 48 13 48 4 1 52 15 16
split_gain=5.64237e-05 0.000112038 9.56579e-05 9.11644e-05 9.49847e-05 0.000108985 9.9732e-05 0.000325396 8.82636e-05 8.59477e-05 7.28823e-05
threshold=-0.26636999999999994 -0.090859999999999982 -0.076794999999999988 -0.032929999999999994 0.0076650000000000008 0.085875000000000021 -0.0016099999999999997 0.10781 0.084960000000000022 -0.091964999999999977 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -8 -5 -7 -6
right_child=1 2 3 4 10 9 7 -9 -10 -11 -12
leaf_value=-0.00044835944254706422 0.00060436837462096108 -0.00059927609369870975 0.00058405725575213466 0.00098167769403744538 -0.00070920608251230828 7.7592224156867437e-05 -0.00081303164586420931 0.0007099590224144708 0.0001689999090345288 -0.00067846405909691133 -4.0274059766344254e-06
leaf_weight=0.0010286817602866002 0.001178291694231612 0.0010347343405385104 0.0010147148398643177 0.0010412456175393123 0.0012166391956209659 0.0013107747231398503 0.0010393261054412425 0.0011212137576660714 0.0010143546302970865 0.0010341636127987369 0.0010496149151862921
leaf_count=354 284 253 109 462 248 194 256 185 572 147 57
internal_value=0 3.00516e-05 -3.21646e-05 2.74581e-05 -3.65238e-05 8.30149e-05 0.000271482 -2.26745e-05 0.000580654 -0.000255843 -0.000382603
internal_weight=0 0.0120551 0.0108768 0.00984205 0.00882733 0.00656108 0.00421614 0.00216054 0.0020556 0.00234494 0.00226625
internal_count=3121 2767 2483 2230 2121 1816 1475 441 1034 341 305
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=10
num_cat=0
split_feature=484 15 15 15 52 52 0 2 12
split_gain=0.000165815 6.39848e-05 9.3359e-05 6.67261e-05 0.000149549 8.14912e-05 6.67687e-05 0.000109484 4.91169e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -1.0000000180025095e-35 -0.089199999999999988 -0.11013499999999998 0.096540000000000015 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 -9
right_child=1 2 3 5 -6 6 7 8 -10
leaf_value=-0.00076024702753189845 0.00043872584313771194 -0.00054891621454957015 -0.00011568608339248978 0.00040216997655301019 0.00067844936112969952 0.00020495289025813655 -0.00071370222114531764 -0.00031496787677859703 0.0002855640403633055
leaf_weight=0.0010362004544335899 0.0014810507211233297 0.0010585283389173564 0.0018580953005111998 0.0011772366809666649 0.0017899972351077082 0.0013210108952031647 0.0015058787587305085 0.0010681517828702303 0.0010271393627882988
leaf_count=515 232 185 405 238 288 110 978 53 117
internal_value=0 5.65247e-05 4.14112e-06 6.42002e-05 0.00027397 -6.12639e-05 -0.000172103 -0.000310418 -2.05792e-05
internal_weight=0 0.0122871 0.010806 0.00974751 0.00364809 0.00609942 0.00492218 0.00360117 0.00209529
internal_count=3121 2606 2374 2189 693 1496 1258 1148 170
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=12
num_cat=0
split_feature=484 4 12 39 43 16 2 15 48 1 3
split_gain=0.000165702 7.05614e-05 6.30921e-05 0.000111446 0.00010948 0.000124005 0.000113977 0.000119971 9.53817e-05 0.00013477 5.06495e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.11650500000000001 0.092870000000000022 -0.20207499999999998 0.18438500000000005 0.098260000000000014 -0.074054999999999996 0.085875000000000021 0.079415000000000013 -0.015584999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 -6 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00074454921625878524 0.0007140785542258031 0.00055173216241262586 -0.00041129513387304974 -0.00048680735121925747 -0.00046703801415815785 -0.00053804045214408101 0.00099734770046356496 0.00015659190193475838 -0.00057571790695104118 0.00070879649248567348 9.6890555531635927e-05
leaf_weight=0.0010735760349917063 0.0011144078222336653 0.0010221010424716617 0.0012005047285159097 0.0012465733679701873 0.0010138798984969727 0.0011492093982062995 0.0010214237847708859 0.0018067414998582275 0.0010065996006513242 0.0010468705720521054 0.0010335141560238181
leaf_count=515 104 216 104 92 779 318 166 193 181 375 78
internal_value=0 5.77745e-05 1.43994e-05 6.3354e-05 0.000137959 5.84821e-05 0.000157418 0.00046024 -5.14238e-05 0.000119135 0.000404808
internal_weight=0 0.0126618 0.0116397 0.0104392 0.00919265 0.00807824 0.00692903 0.00282817 0.00410086 0.00309426 0.00208038
internal_count=3121 2606 2390 2286 2194 2090 1772 359 1413 1232 453
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=12
num_cat=0
split_feature=484 4 11 160 0 47 2 47 4 1 0
split_gain=0.000243822 0.000131666 8.64274e-05 6.89281e-05 0.000111461 0.000172399 0.000139239 0.000134069 0.000161342 0.000123236 0.00010556
threshold=-0.0068949999999999992 0.42051500000000003 0.078340000000000007 0.092070000000000013 -0.10607499999999999 0.086785000000000015 0.11093500000000002 0.092165000000000011 -0.0029599999999999995 0.091615000000000016 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 8 10 -2 -6
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010632831088010254 0.00015446305089599434 0.00058605400137595168 -0.00067562412267501977 -0.00053325285516642163 0.00022806423057297195 -0.00035538993766170578 0.00040240294915109897 0.00021926579811048027 -0.0011280307046395552 0.00106350768648068 -0.0005618385626281183
leaf_weight=0.0010616756164409632 0.0013075142167064029 0.0010313774836570892 0.0010706539802145384 0.0012150373104767341 0.001063681316290381 0.0012258609667523679 0.0012198138747755889 0.0012694215835492703 0.0011579689602436642 0.0010211393992713771 0.0016742673422829165
leaf_count=503 107 216 158 157 1105 56 216 139 234 128 102
internal_value=0 -8.67222e-05 -0.00014348 -9.24037e-05 -3.85137e-05 0.000239778 -0.000193434 -0.000334143 -0.000514463 0.000553089 -0.000254965
internal_weight=0 0.0132567 0.0122254 0.0111547 0.00993967 0.00355451 0.00638515 0.00516534 0.00389592 0.00232865 0.00273795
internal_count=3121 2618 2402 2244 2087 291 1796 1580 1441 235 1207
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=9
num_cat=0
split_feature=48 12 11 13 1 49 12 15
split_gain=3.17442e-05 6.48604e-05 6.69166e-05 8.68313e-05 8.05878e-05 7.3079e-05 6.95418e-05 5.46241e-05
threshold=-0.032929999999999994 0.11650500000000001 1.0000000180025095e-35 -0.084034999999999985 0.083345000000000016 -0.0020949999999999996 0.051320000000000005 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=0.015435428096360435 0.0011009254507510571 -0.026158449036016964 -0.023298437740986687 -0.022499963104556431 0.038785499601770849 -0.0028496140805414874 -0.017710081320616109 0.023377909296559793
leaf_weight=0.0011541102437961611 0.0011166692121524879 0.0010063670791348152 0.0010371510648034482 0.0014234024591343658 0.001153814033957629 0.0014855042466839041 0.0011285578649201898 0.0017061023946675562
leaf_count=180 505 141 213 229 281 242 1188 142
internal_value=0 -0.00207503 0.000602711 0.00369592 0.0202515 -0.00284864 0.00362605 0.0111705
internal_weight=0 0.0100576 0.0090512 0.00801405 0.00227048 0.00574357 0.00432016 0.00319161
internal_count=3121 2941 2800 2587 786 1801 1572 384
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=2.89356e-05 4.62887e-05 7.74528e-05 6.70767e-05 0.000133252 9.61313e-05
threshold=0.07826000000000001 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.015165671783889957 -0.016041003467066439 -0.024760676111971937 0.016756194560521461 -0.0055337572304893171 -0.025304213577055402 0.026543136452642221
leaf_weight=0.0019666331612049571 0.001050488189828531 0.0012565050254846133 0.0012525058553761999 0.0017829461378220191 0.0018895714731040137 0.0019628413994382827
leaf_count=625 612 267 279 179 907 252
internal_value=0 0.00139651 -0.00192835 0.00223679 -0.00853795 0.011275
internal_weight=0 0.010111 0.00814437 0.00688786 0.00314208 0.00374579
internal_count=3121 2509 1884 1617 1186 431
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=11
num_cat=0
split_feature=484 15 15 3 47 16 16 12 13 42
split_gain=0.0001716 0.000103417 8.38012e-05 7.40918e-05 0.000149472 0.000100204 0.000118406 9.91115e-05 0.000134817 8.07888e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.083060000000000009 0.085270000000000026 0.22339500000000004 -0.094359999999999986 0.084100000000000022 0.016935000000000002 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -5 8 -4 -9
right_child=1 2 3 5 -6 -7 -8 9 -10 -11
leaf_value=-0.00078562590869060754 0.00054468178916909952 -0.00053767323748551738 0.0007258145537569321 -0.00041121522773481661 0.00072049832501699918 -0.0006570655719891072 0.00042035741796534864 -0.00070865844374106291 -0.00020656593072377211 7.1773914181119509e-05
leaf_weight=0.0010126649517633252 0.0014563771031692657 0.0010521862617575593 0.001227072773799799 0.0012149528712492377 0.001484589106564598 0.0011339524535903256 0.0014368823730555036 0.0010131305567993305 0.0011597751459992978 0.0010268202722870264
leaf_count=515 232 185 284 73 140 69 108 741 72 702
internal_value=0 5.43418e-05 -1.20919e-05 4.4936e-05 0.000182095 -0.000169234 3.93678e-05 1.53443e-06 0.000272769 -0.000315824
internal_weight=0 0.0122057 0.0107494 0.00969718 0.00591139 0.00378579 0.00265184 0.0044268 0.00238685 0.00203995
internal_count=3121 2606 2374 2189 1939 250 181 1799 356 1443
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=8
num_cat=0
split_feature=52 52 16 157 15 151 1
split_gain=2.76216e-05 4.96945e-05 6.85017e-05 5.97623e-05 7.4389e-05 6.67143e-05 7.58119e-05
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.06266999999999999 -0.13578499999999996 -0.0083949999999999979 0.10124500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.025660640349557548 -0.012713381670453409 0.020759022903165877 -0.018924632940514712 -0.018762853433752211 -0.012204050377648067 0.0027113231617498282 0.036718576112078488
leaf_weight=0.0010358569458060393 0.0015285968273531904 0.0012041299046874733 0.001695275441043957 0.0015964967547489935 0.0012834646717385075 0.0017690799849771777 0.0010414376354389888
leaf_count=271 501 214 515 268 271 980 101
internal_value=0 0.00175708 -0.000959835 0.00356793 -0.000453678 0.0066862 0.0153127
internal_weight=0 0.00962574 0.00842161 0.00672634 0.00569048 0.00409398 0.00281052
internal_count=3121 2620 2406 1891 1620 1352 1081
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=10
num_cat=0
split_feature=484 4 16 47 42 43 16 16 51
split_gain=0.00015599 8.51601e-05 9.89665e-05 5.98603e-05 0.000115375 0.000162783 0.00010262 0.000247071 0.000147103
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.10783500000000001 -1.0000000180025095e-35 -0.083684999999999996 0.15891500000000003 -0.014034999999999997 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0007472095152823065 -0.00069460208575579125 4.8210513834148632e-05 0.00082583756185207187 0.00034251162933136544 0.0005140902158642409 -0.00066687076890057533 -0.00069334823769724144 0.00074967330526385496 0.00016889388693196934
leaf_weight=0.0010139770093510305 0.001071340736941327 0.0015284038101057535 0.0010695389794805974 0.0014141633594355165 0.0017606563956584394 0.0018806971830083858 0.0011439036657679676 0.0011457862336637626 0.0014217955737131844
leaf_count=515 720 113 245 110 301 501 237 213 166
internal_value=0 5.25954e-05 0.000368349 -3.07836e-05 -9.34485e-05 -5.85779e-06 -0.000169559 -3.48638e-05 -0.000307056
internal_weight=0 0.0124363 0.00259794 0.00983834 0.00842418 0.00735284 0.00559218 0.00444828 0.00330249
internal_count=3121 2606 358 2248 2138 1418 1117 880 667
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=9
num_cat=0
split_feature=4 0 3 0 0 16 0 3
split_gain=2.87146e-05 3.86585e-05 0.000106075 8.12903e-05 6.55552e-05 4.71476e-05 6.38116e-05 3.39142e-05
threshold=0.26790000000000008 -0.061629999999999997 0.076840000000000006 0.12113000000000002 -0.099059999999999995 -0.071359999999999993 -0.15350499999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -2
right_child=7 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.027776799710656552 -0.0028065860114699455 0.030910432225030773 -0.019157565731394655 -0.0050986438219482863 -0.030090397239783052 0.01133219993290034 0.0055165375397638987 0.021051042526233948
leaf_weight=0.00117493374257778 0.0011531479612775231 0.001535035514673086 0.0012603483169867508 0.0010597269626723138 0.0011120363001840151 0.0014967370968976762 0.00112873237248987 0.0012328585936651005
leaf_count=85 83 240 106 124 1807 209 173 294
internal_value=0 -0.00285248 0.00464325 0.016204 -0.00873486 -0.00248602 -0.011464 0.00952074
internal_weight=0 0.00876755 0.00385511 0.00259476 0.00491244 0.0038004 0.00230367 0.00238601
internal_count=3121 2744 470 364 2274 467 258 377
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=12
num_cat=0
split_feature=484 41 3 16 1 47 12 3 0 0 4
split_gain=0.000188538 0.000103206 9.52427e-05 0.000195342 8.64098e-05 0.000102648 0.000121649 9.51425e-05 7.68337e-05 0.000176947 5.52874e-05
threshold=-1.0000000180025095e-35 0.078065000000000009 -0.12018999999999998 0.0057500000000000008 0.12811000000000003 0.092530000000000015 0.098330000000000015 -0.047929999999999993 -0.15202999999999997 -0.23051499999999997 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 9 -9 -10
right_child=1 -3 4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00078736569705052043 1.5324124787354132e-06 -0.00053493014556873109 -0.00034423195219726935 0.0010944104542549185 0.00043992110357318846 -0.00059228853115750313 -0.00058370785608426428 0.00055796021441748152 0.00022242817643670774 -0.00057369291569077786 0.00085620893666262996
leaf_weight=0.0010737892866077075 0.0015290475851564818 0.0010060171697504746 0.0011599521204357071 0.0010680017771127481 0.0016012116545099384 0.0011819486189331221 0.0010230795251716922 0.001131122072935753 0.0010129220270114724 0.0010016308674332189 0.0011080879414273525
leaf_count=515 97 136 1186 107 216 169 275 60 98 58 204
internal_value=0 6.79603e-05 0.000119286 0.000450964 2.58602e-05 -6.11619e-05 3.63656e-05 0.000153547 0.000289285 2.64881e-05 0.000553537
internal_weight=0 0.012823 0.011817 0.00259705 0.00921995 0.00761874 0.00643679 0.00541372 0.00425376 0.00213275 0.00212101
internal_count=3121 2606 2470 204 2266 2050 1881 1606 420 118 302
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=8
num_cat=0
split_feature=1 42 51 2 13 4 15
split_gain=2.60949e-05 9.12273e-05 6.8842e-05 7.14917e-05 0.000113124 0.000117631 0.000213046
threshold=0.12500000000000003 0.092620000000000022 -0.076794999999999988 0.11144000000000001 -0.13710499999999998 -0.083854999999999985 -0.091604999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.021586532128460772 0.010292824655619155 -0.028879614904981567 -0.0298604903806578 0.023806505458886362 0.032320500917304713 0.017588915556651968 -0.036539231608442128
leaf_weight=0.0011269855096160868 0.0019606224704217948 0.0011408822067736244 0.0010506670643489185 0.0015729669640717897 0.0012679327390316851 0.0018276903601322809 0.0012076104497841182
leaf_count=418 279 548 68 183 400 344 881
internal_value=0 -0.00241447 0.0013345 0.0050637 -0.000442907 0.00673962 -0.00394625
internal_weight=0 0.00919474 0.00805385 0.00692687 0.0053539 0.00430323 0.0030353
internal_count=3121 2842 2294 1876 1693 1625 1225
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=11
num_cat=0
split_feature=484 4 16 4 1 42 3 2 2 4
split_gain=0.000151862 8.40784e-05 8.01489e-05 7.20823e-05 0.000114104 0.000103723 8.14872e-05 6.59471e-05 6.95368e-05 1.50273e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.098655000000000007 0.12337000000000002 0.086665000000000006 -0.10831999999999999 0.084055000000000005 0.096015000000000017 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 -9 -10
right_child=1 2 -4 -5 -6 -7 7 8 9 -11
leaf_value=-0.00071515061896942846 0.00045859351261259807 8.3487838550912961e-05 0.00077224347223938642 -0.00038063596834563365 0.0006618540958839333 -0.00057217388587636991 0.00034552750339761552 -0.00053943120505336257 0.00018612649774425082 -0.00014588959033716564
leaf_weight=0.0010556350987403198 0.0015410298427293561 0.0015760299295753762 0.0011050079052543308 0.00178595017757206 0.0010376312711333213 0.001154979676924555 0.001147488138406926 0.0013748859993865823 0.001098785914326772 0.0010021037630917953
leaf_count=515 191 113 245 143 82 710 293 548 58 223
internal_value=0 5.85535e-05 0.000367363 -2.30734e-05 5.33411e-05 -3.29259e-05 6.81108e-05 -6.20451e-05 -0.000196601 2.77581e-05
internal_weight=0 0.0128239 0.00268104 0.0101429 0.0083569 0.00731927 0.00616429 0.00462326 0.00347578 0.00210089
internal_count=3121 2606 358 2248 2105 2023 1313 1122 829 281
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=11
num_cat=0
split_feature=484 47 52 47 47 13 48 52 3 52
split_gain=0.000137872 8.24451e-05 0.000134979 0.000151671 0.000110511 9.47878e-05 7.7675e-05 0.000138007 0.000173951 0.000101085
threshold=-1.0000000180025095e-35 0.13148500000000005 0.11434500000000002 0.10561500000000001 0.077555000000000013 -0.10664 -0.032929999999999994 -0.081429999999999989 -0.116045 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9 -10
right_child=1 -3 -4 -5 -6 6 7 8 9 -11
leaf_value=-0.00068602761352067304 0.0005410591203506139 -0.00048963377819825492 -0.00051745489623749696 0.00086943982397585083 -0.00046757622651212322 0.00051560183767623304 0.00042750902294657565 -0.00090975787124525245 -0.00043639365229563979 0.00035936681886516802
leaf_weight=0.0010637761135400626 0.0019915856718980265 0.0010089929998052536 0.0012419718587308145 0.0010599515174629275 0.0012044535537743097 0.0011364778755061419 0.0016110693509023685 0.0011075440623133943 0.0010634256981343531 0.0014513734492419108
leaf_count=515 177 55 393 94 152 118 441 68 198 910
internal_value=0 4.84496e-05 9.41969e-05 0.000165688 8.77087e-05 0.000167696 5.09621e-05 -4.99382e-05 -0.000262287 2.28659e-05
internal_weight=0 0.0128768 0.0118679 0.0106259 0.00956593 0.00836148 0.00636989 0.00523341 0.00362234 0.0025148
internal_count=3121 2606 2551 2158 2064 1912 1735 1617 1176 1108
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=8
num_cat=0
split_feature=48 3 39 2 2 0 43
split_gain=2.98318e-05 5.2683e-05 9.97527e-05 7.75975e-05 0.000118573 7.7576e-05 5.91575e-05
threshold=-0.032929999999999994 0.13524500000000003 0.084405000000000008 0.11215000000000001 0.099515000000000006 -0.053834999999999994 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.015057063656095677 0.012192470027524691 0.014333384263244268 0.021874671840631563 -0.031089934429901156 0.023311299620058366 -0.032125042812337933 -0.015006512680577537
leaf_weight=0.0011542291514359823 0.0013798648616599938 0.0016635195386275796 0.0011739675125002451 0.0013583744652424191 0.0012103842507673081 0.0013398198654311477 0.0019017746247225571
leaf_count=180 723 171 296 270 285 147 1049
internal_value=0 -0.00191958 -0.00515206 -0.00956479 -0.00455108 -0.0118484 -0.00356988
internal_weight=0 0.0100277 0.00836419 0.00719022 0.00583184 0.00462146 0.00328164
internal_count=3121 2941 2770 2474 2204 1919 1772
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=12
num_cat=0
split_feature=484 4 0 47 0 42 49 52 42 16 3
split_gain=0.000143239 8.2031e-05 0.000104067 0.000129827 0.000107756 0.000152568 0.000147804 0.000127116 0.000116704 5.60289e-05 5.10311e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 -0.23091999999999999 0.10980000000000002 -0.15350499999999997 -1.0000000180025095e-35 -0.063424999999999981 0.077655000000000016 0.075730000000000006 0.16703000000000004 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 10 -9 -8
right_child=1 -3 3 -5 5 6 7 9 -10 -11 -12
leaf_value=-0.00069319602277360959 0.00060522818267065212 0.00057564203438048426 -0.00063671915034011286 0.00047233389179496878 -0.0006972653323055884 0.00070700394375474763 0.00026405454226629898 0.00058326617047248783 -0.00083973200128556989 -4.2634181208572113e-05 -0.000348476934391207
leaf_weight=0.0010694787260401113 0.0010191184875818519 0.0010619533827850624 0.0014172767167133548 0.0015596955333756603 0.0011806344239651476 0.0011492199343123202 0.0010270155758492217 0.0011877257158394178 0.0010872648867285475 0.0010238980959501043 0.0010653778910089855
leaf_count=515 59 216 98 120 738 223 151 425 459 24 93
internal_value=0 5.38146e-05 6.52042e-06 -5.05134e-05 -0.00013975 -4.85276e-05 6.85769e-05 -6.75119e-05 -0.000318614 0.000293498 -4.78263e-05
internal_weight=0 0.0127792 0.0117172 0.0106981 0.00913841 0.00772114 0.0065405 0.00539128 0.00317966 0.00221162 0.00209239
internal_count=3121 2606 2390 2331 2211 2113 1375 1152 703 449 244
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=10
num_cat=0
split_feature=47 42 51 42 16 16 52 1 1
split_gain=6.39552e-05 8.3402e-05 6.63397e-05 7.35562e-05 8.91581e-05 0.000179109 7.41616e-05 0.000154659 0.000113738
threshold=0.13148500000000005 0.097315000000000026 -0.076794999999999988 -1.0000000180025095e-35 0.22339500000000004 -0.032969999999999992 0.084960000000000022 0.11061500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00039917176612400953 -0.00048574658601243715 0.00052714098060561532 -0.00042120508094543581 4.7157402648916172e-05 -0.00041350979399835448 0.0007077162268870668 -0.00047643561351972725 -0.00042771108063404127 0.00084419975389909735
leaf_weight=0.0015650377864648577 0.0010111354089724503 0.0011615299635750328 0.001178267131075386 0.0016802070450251611 0.0011119070839301186 0.00185239076751914 0.0010188742262779611 0.0013722067668915754 0.0011660327613973731
leaf_count=482 65 421 743 247 130 481 316 151 85
internal_value=0 2.75658e-05 -2.54516e-05 3.69038e-05 0.000102717 0.000183679 -1.66826e-06 0.000113001 0.000373686
internal_weight=0 0.0121065 0.0109449 0.00937989 0.00820162 0.00708971 0.00523732 0.00421845 0.00284624
internal_count=3121 3056 2635 2153 1410 1280 799 483 332
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=11
num_cat=0
split_feature=484 52 52 15 15 1 2 3 150 0
split_gain=0.000168829 0.000114539 0.000141873 0.000101326 0.000135517 0.000113904 8.46569e-05 0.000228935 5.24581e-06 3.59952e-06
threshold=-1.0000000180025095e-35 -0.28430999999999995 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 0.10097500000000002 -0.086769999999999986 0.087865000000000013 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 -6 -8
right_child=1 2 3 6 8 -7 9 -9 -10 -11
leaf_value=-0.00076506946483527786 -0.000581032462617843 0.00075542173893396137 -0.00035465698759409392 -0.00059006339489323784 0.00072952176530824767 0.00035836334393097549 -0.00055563465802192563 0.00046854046209984665 0.00052881917210694006 -0.00039008529796671741
leaf_weight=0.0010492435645284943 0.0010103119196319893 0.0011685584830254453 0.001792939383320963 0.0013240751436966313 0.0010006440345998648 0.0016578598754063596 0.001013239133188514 0.0019306878329834489 0.0010021063804545108 0.0010065857442934228
leaf_count=515 308 216 260 424 223 217 144 673 118 23
internal_value=0 5.28058e-05 0.000106634 3.59647e-05 0.000223371 -1.21022e-05 -0.0001578 3.78882e-05 0.000629097 -0.000473133
internal_weight=0 0.012907 0.0118967 0.0107281 0.00545355 0.0034508 0.00527459 0.00325476 0.00200275 0.00201982
internal_count=3121 2606 2298 2082 818 477 1264 1097 341 167
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=10
num_cat=0
split_feature=484 15 15 160 0 2 2 47 16
split_gain=0.000158641 6.94009e-05 9.25901e-05 6.61162e-05 9.18298e-05 0.00012516 0.000105517 0.000125248 7.68307e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 0.11093500000000002 0.085270000000000026 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00074346431276861038 0.00045493072528942616 -0.00054035405934500184 0.00073666278022760585 -0.00040623238645093638 -0.00070132923545492768 -7.3331721452164577e-05 0.00049229320431582271 0.00030949358899617994 -9.5733309153728577e-05
leaf_weight=0.0010406367314357316 0.0014609780146114743 0.001097347433320143 0.0017319070032525167 0.0010483173828284157 0.0014964299902514801 0.0012721759470618391 0.0012006108781813449 0.0015026730857180008 0.0017442452514445028
leaf_count=515 232 185 105 135 1187 162 216 133 251
internal_value=0 5.32085e-05 3.03934e-07 5.96545e-05 0.000114236 0.000393644 -2.69773e-05 -0.000158412 -0.000375376
internal_weight=0 0.0125547 0.0110937 0.00999636 0.00894804 0.00300408 0.00594396 0.00474335 0.00324068
internal_count=3121 2606 2374 2189 2054 267 1787 1571 1438
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=11
num_cat=0
split_feature=484 4 12 4 15 16 2 43 16 16
split_gain=0.000164162 0.000118742 8.0904e-05 0.00012722 0.000127723 0.000106657 0.000105214 8.84889e-05 0.000126759 7.21338e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.098810000000000023 -0.0024449999999999997 -0.022504999999999997 -0.094359999999999986 0.073895000000000002 -0.090299999999999991 -0.0064149999999999997 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 -6 -9 -3
right_child=1 9 -4 5 7 6 -8 8 -10 -11
leaf_value=-0.00074987646615563971 0.00077793236248488483 0.00016256991629036254 -0.00042685322540761904 -0.00063994311473001674 -0.00038892098808272616 -0.00039823148206147958 0.00046509709755663159 -0.00020610136273970176 0.00069291330135957214 0.00083857444054210488
leaf_weight=0.0010699146850322748 0.0012686972510882657 0.0015388792139440963 0.0017604631104278365 0.001511683216024625 0.0011687137043624885 0.001073146093038985 0.0010980396251856961 0.0011430708039693693 0.0012761753448539514 0.0010020423730709434
leaf_count=515 335 112 355 195 159 73 169 739 235 234
internal_value=0 4.95339e-05 -4.41168e-05 3.47861e-05 0.000243195 -0.000240046 3.8382e-05 5.41124e-05 0.000268137 0.00042916
internal_weight=0 0.0128409 0.0103 0.00853953 0.00485666 0.00368287 0.00217119 0.00358796 0.00241925 0.00254092
internal_count=3121 2606 2260 1905 1468 437 242 1133 974 346
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=8
num_cat=0
split_feature=4 12 12 12 151 3 15
split_gain=2.90548e-05 6.55086e-05 6.68282e-05 8.59555e-05 8.8991e-05 9.60486e-05 3.47259e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 0.051320000000000005 -0.0038099999999999996 0.083060000000000009 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=0.024549285793786981 0.017825926885476878 -0.025712999839074505 0.019857496930169291 -0.030266929377007708 0.0093227637350456003 -0.0243277368642426 -0.00322463163553946
leaf_weight=0.0012154969690523904 0.0016768288478616197 0.0011262893329860545 0.0013956510917016154 0.0010586484290047897 0.0017506766109316521 0.0016454595025455626 0.001471228292308584
leaf_count=180 266 404 618 1144 174 175 160
internal_value=0 -0.00331507 0.0002551 -0.00456972 0.00132934 -0.00698122 0.00798806
internal_weight=0 0.00819222 0.00706593 0.00567028 0.00461163 0.00339614 0.00314806
internal_count=3121 2695 2291 1673 529 349 426
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=9
num_cat=0
split_feature=49 42 15 47 16 160 16 2
split_gain=2.72772e-05 9.07011e-05 8.16303e-05 7.17337e-05 6.87128e-05 0.000116131 7.70707e-05 1.79608e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.040804999999999994 0.11069000000000002 -0.014034999999999997 -0.071139999999999995 -0.083539999999999989 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 7 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.025730358948254817 -0.011877924350477853 -0.028607633333468253 -0.0088800501980239067 0.02574850345172305 0.034364781384294864 -0.0064530690742165267 -0.034940291934689595 0.0059976923990621937
leaf_weight=0.0013729271198578297 0.0010459692633838506 0.0011856053258117406 0.0013530421246675068 0.0010243203359112264 0.0010833677342427356 0.0019545832806285648 0.0010610581922275816 0.0012150234466333444
leaf_count=226 455 621 199 105 228 515 540 232
internal_value=0 -0.00293308 0.00855139 0.00118915 -0.0027663 0.00810304 -0.0127061 -0.00227184
internal_weight=0 0.00856993 0.00272597 0.00738432 0.00636 0.00303795 0.00332205 0.00226099
internal_count=3121 2696 425 2075 1970 743 1227 687
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=9
num_cat=0
split_feature=52 52 16 13 52 1 15 15
split_gain=2.71599e-05 6.70894e-05 9.57999e-05 7.53322e-05 0.000107552 8.14709e-05 0.000140441 1.07818e-05
threshold=0.17829500000000004 0.10347000000000002 0.26676500000000009 -0.004174999999999999 -0.013374999999999998 0.11061500000000002 -1.0000000180025095e-35 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -6
right_child=-2 -3 -4 5 7 -7 -8 -9
leaf_value=0.037805386328335029 -0.015544868586681068 0.025648486095282648 -0.029396235289119488 0.02080863468207509 -0.0071460406786323641 -0.023266280916973442 -0.022098040379653811 0.0074781994477348714
leaf_weight=0.0012125749841193942 0.0010394569258327475 0.0010279920749937119 0.0010712246654895957 0.0019406168266475256 0.0010148749513168639 0.0016780732058391465 0.0012569747404106062 0.0010017365115170299
leaf_count=551 359 224 359 238 333 106 288 663
internal_value=0 0.00142292 -0.00129106 0.00242362 0.0142701 -0.00542236 0.003942 0.00011844
internal_weight=0 0.0102041 0.00917608 0.00810485 0.00322919 0.00487566 0.00319759 0.00201661
internal_count=3121 2762 2538 2179 1547 632 526 996
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=8
num_cat=0
split_feature=1 42 51 42 13 151 52
split_gain=3.20273e-05 6.66066e-05 6.66722e-05 7.3568e-05 8.46579e-05 9.67801e-05 5.59282e-05
threshold=0.12500000000000003 0.092620000000000022 -0.076794999999999988 -1.0000000180025095e-35 -0.084319999999999992 -0.0083949999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.021953198960257634 0.011405799881016622 -0.025338545735550139 -0.020519353419681682 -0.0082919314011340693 -0.0065820619861143327 0.0094480236137927612 0.038845293280502291
leaf_weight=0.0011301612497124931 0.0019804857102397695 0.0011311505522779231 0.001023429327589297 0.0019895395364820231 0.0012046347761001611 0.001056682750772727 0.0016699039476086887
leaf_count=418 279 548 735 542 182 207 210
internal_value=0 -0.00261225 0.000571514 0.00423739 0.0085167 0.0170233 0.0274524
internal_weight=0 0.0092055 0.00807435 0.00694419 0.00592076 0.00393122 0.00272659
internal_count=3121 2842 2294 1876 1141 599 417
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=8
num_cat=0
split_feature=4 12 0 52 4 16 3
split_gain=3.12129e-05 4.26985e-05 6.29164e-05 8.15856e-05 0.000108478 9.78947e-05 3.6924e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.020119999999999996 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2
right_child=6 -3 -4 4 -6 -7 -8
leaf_value=-0.026133418327373061 0.019955247676962534 -0.021587869203821299 0.018029010509415109 0.039695858106533914 -0.015214912543041631 -0.0033008636274612147 -0.0019225070051412775
leaf_weight=0.0014080657668064404 0.0014629974707319748 0.0011121141390457428 0.0014518857452056194 0.0010234461191176362 0.001953005744787315 0.0010972318916141915 0.001631996405277115
leaf_count=460 93 404 148 886 392 405 333
internal_value=0 -0.00339803 -0.000480493 -0.00538288 0.00178952 0.0174495 0.00841906
internal_weight=0 0.00804575 0.00693364 0.00548175 0.00407368 0.00212068 0.00309499
internal_count=3121 2695 2291 2143 1683 1291 426
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=10
num_cat=0
split_feature=484 4 47 42 43 16 16 2 16
split_gain=0.000150856 9.24058e-05 6.93725e-05 0.000141118 0.000114573 9.53265e-05 0.000259232 0.000130781 5.28323e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.11312500000000002 -1.0000000180025095e-35 -0.083684999999999996 0.15891500000000003 -0.014034999999999997 0.092755000000000018 -0.52595999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -3
right_child=1 8 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00072846555533848036 -0.00074857363823809279 0.00014866309567505983 0.00038031228989492458 0.00044470435713908028 7.2732853053549898e-05 -0.0006271930620859095 0.00079086981363525816 -0.00069544567995628599 0.00072781423676197734
leaf_weight=0.0010282331861899132 0.0011106527308066827 0.0014474452060407356 0.0013598831721406282 0.0017195291899804437 0.0018776056526349978 0.0011868178788112032 0.0011752871376057052 0.0015600415381659097 0.0010412093891224738
leaf_count=515 731 104 94 303 482 242 215 193 242
internal_value=0 5.29088e-05 -3.13087e-05 -9.61709e-05 1.93738e-07 -0.000131596 -4.08881e-06 -0.000275875 0.00039097
internal_weight=0 0.0124785 0.00998982 0.00862993 0.00751928 0.00579975 0.00461293 0.00343765 0.00248865
internal_count=3121 2606 2260 2166 1435 1132 890 675 346
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=8
num_cat=0
split_feature=1 52 0 3 4 0 3
split_gain=3.23301e-05 8.45031e-05 6.54051e-05 7.93005e-05 0.000105272 7.86234e-05 6.43948e-05
threshold=0.11588000000000001 0.11434500000000002 -0.076234999999999983 0.090900000000000009 0.053180000000000012 0.15398500000000004 0.10299500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -2
right_child=6 -3 5 -5 -6 -7 -8
leaf_value=-0.036228575785573668 0.021634512694048133 -0.030338606584378598 0.024162923250236303 0.0093046063955977473 0.0050011665571865664 -0.0088640061856600141 -0.0088808833204010625
leaf_weight=0.0014599932958377327 0.0016796054917954115 0.0010122760706393454 0.0018985398892802895 0.0016739169384125119 0.001075466476430929 0.0011619470279721211 0.0011755242134522184
leaf_count=1328 260 413 584 119 216 46 155
internal_value=0 -0.00326921 0.000500012 -0.00758776 -0.0187401 0.0116239 0.0090706
internal_weight=0 0.00828214 0.00726986 0.00420938 0.00253546 0.00306049 0.00285513
internal_count=3121 2706 2293 1663 1544 630 415
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=11
num_cat=0
split_feature=484 132 42 40 0 42 0 47 48 16
split_gain=0.000281076 8.14673e-05 0.000121932 8.91325e-05 0.000148955 0.000143103 0.000104927 0.000128507 0.000135288 0.000171955
threshold=-0.0068949999999999992 0.081240000000000021 -0.088934999999999986 -0.026419999999999996 -0.053834999999999994 0.075730000000000006 -0.084044999999999995 0.086380000000000012 0.085875000000000021 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 9 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0010018158556212801 -0.00058219432097138561 0.00059990605470237217 0.00057334471064265707 0.001067567723116181 -1.9498342730012626e-05 -0.00091304757724659585 0.00073338997247485453 -0.00047441875033344208 -0.00028450185329597722 4.3861550333815715e-05
leaf_weight=0.0010096968790209394 0.0011418420206103534 0.0010366519691587693 0.0012987396778720095 0.0011661230846090451 0.0019790363735499176 0.0010571827264158271 0.0011532794581747058 0.0012247862850182818 0.0012026719287896786 0.0013743311191850877
leaf_count=503 268 280 246 148 198 102 648 124 117 487
internal_value=0 7.32648e-05 2.61925e-05 9.26301e-05 2.44533e-05 -0.000330624 0.000200578 7.68878e-05 0.00025728 0.000513765
internal_weight=0 0.0126346 0.011598 0.0104562 0.00915741 0.00303622 0.00612119 0.00496791 0.00374313 0.00254045
internal_count=3121 2618 2338 2070 1824 300 1524 876 752 635
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=12
num_cat=0
split_feature=14 147 48 2 1 52 2 12 12 16 15
split_gain=0.000233834 0.000128784 8.4112e-05 0.000129396 0.000142067 8.19894e-05 0.00013804 0.000108129 0.000146754 0.000155502 6.35686e-05
threshold=0.018475000000000002 1.0000000180025095e-35 0.12474000000000002 0.10912000000000001 0.12958500000000003 -0.049749999999999996 0.089885000000000007 0.09857500000000001 0.090455000000000021 -0.056919999999999991 -0.17952999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -7 -5
right_child=-2 -3 -4 10 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00036365568349199911 -0.00091791956748241545 0.00068333796028879608 -0.00053883655283828221 6.9377998841398816e-05 0.00061860704538261224 2.3579866771916732e-05 0.00056861960660124333 -0.00088337409791152842 0.00043841340162103544 -0.00094290376399393618 0.00069770143843624229
leaf_weight=0.0011650368331982844 0.0010079144077586874 0.0011690044078696291 0.001014215313157321 0.0010569646315040223 0.0010131245174081639 0.0014045301178510787 0.0012831703341266933 0.0010173966639135355 0.0011002553492030238 0.0011758856792607622 0.0014942438158004681
leaf_count=315 119 160 93 156 83 680 246 186 412 345 326
internal_value=0 6.2734e-05 8.57651e-07 5.19627e-05 -6.85484e-05 -0.000165966 0.000124975 -0.000317578 -0.000161183 -0.000416843 0.000437387
internal_weight=0 0.0128938 0.0117248 0.0107106 0.0081594 0.00714627 0.00244821 0.00469807 0.00368067 0.00258042 0.00255121
internal_count=3121 3002 2842 2749 2267 2184 561 1623 1437 1025 482
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=9
num_cat=0
split_feature=1 4 133 3 2 3 15 48
split_gain=2.71882e-05 8.57875e-05 6.78265e-05 4.8177e-05 9.95961e-05 7.48303e-05 5.93891e-05 1.75654e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.083060000000000009 0.082850000000000021 -0.077774999999999983 -0.074054999999999996 0.087555000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -5
right_child=3 -3 -4 6 -6 -7 -8 -9
leaf_value=0.019952188936773127 -0.015629032461994256 -0.032042597153854269 -0.015529243903198875 -0.0037498191488152914 0.030740141528344717 0.016283335052249742 -0.020695466267266864 0.01489046828319862
leaf_weight=0.0011468486885527806 0.0015806397983514069 0.0010076813064520043 0.0010161030348103707 0.0010196427495764455 0.0015154155852365341 0.0013730800565256304 0.001514596288306299 0.0010026499262758559
leaf_count=223 407 1283 130 109 387 305 188 89
internal_value=0 -0.00794349 0.00328386 0.00299771 0.00989868 -0.0007941 -0.00572221 0.00549201
internal_weight=0 0.00317063 0.00216295 0.00800602 0.00446914 0.00295372 0.00353689 0.00202229
internal_count=3121 1636 353 1485 1099 712 386 198
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=11
num_cat=0
split_feature=484 41 16 3 0 52 151 4 51 15
split_gain=0.000134287 0.000112504 7.76537e-05 0.000146619 0.000113235 0.00015558 0.000106431 0.000178903 0.000111095 0.000108078
threshold=-1.0000000180025095e-35 0.078065000000000009 -0.014034999999999997 -0.12018999999999998 -0.053834999999999994 0.096795000000000006 -0.0083949999999999979 0.24564500000000003 0.084305000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2 8 9 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.0006709288959955256 -0.00046893459167724112 -0.00056388146212155447 0.00088707137149965137 0.00051345830619374587 -0.00062204972552482626 0.00038402231742912089 -0.00086227541352313275 0.00064605648920004863 0.00034548128998995357 3.2763380783988032e-05
leaf_weight=0.001025324927903447 0.0015618449578029834 0.0010012205384005166 0.0012400911765771405 0.0016311544670944405 0.0012794512573904232 0.0010981859333303173 0.0010479826740737936 0.0016412765114294922 0.0011269353974663922 0.0010270196734045896
leaf_count=515 174 136 126 550 172 41 172 218 222 795
internal_value=0 6.68615e-05 0.00012105 0.000297859 0.00011559 -0.000157364 -2.38424e-05 0.000119691 -0.000150117 -0.000419277
internal_weight=0 0.0126552 0.0116539 0.00524888 0.00400879 0.00237764 0.00640506 0.00484321 0.00320194 0.002075
internal_count=3121 2606 2470 889 763 213 1581 1407 1189 967
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=9
num_cat=0
split_feature=48 3 39 0 3 52 0 16
split_gain=2.95384e-05 5.62019e-05 9.7381e-05 6.53654e-05 0.000192626 0.000108223 5.13121e-05 0.000101272
threshold=-0.032929999999999994 0.13524500000000003 0.084405000000000008 -0.053834999999999994 -0.13927999999999999 -0.081429999999999989 -0.16360999999999995 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=0.015118122843729979 0.025296484267720989 0.014980163801588939 0.021546343358569475 0.0070058854499100709 -0.051196665274039765 0.0032022790045067996 0.0014213582154311627 -0.040616674147629178
leaf_weight=0.001146956405007323 0.0010586228663963084 0.0016608231696125545 0.0011738621466341557 0.0010845033588683384 0.0011954148290704387 0.001558097443683514 0.0011084720980068198 0.0011864521887733522
leaf_count=180 377 171 296 145 212 96 165 1479
internal_value=0 -0.0018229 -0.00515888 -0.00951791 -0.0235111 -0.00302247 -0.0108031 -0.0203119
internal_weight=0 0.0100262 0.00836542 0.00719156 0.00227992 0.00491164 0.00385302 0.00229492
internal_count=3121 2941 2770 2474 357 2117 1740 1644
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=11
num_cat=0
split_feature=484 4 11 150 160 13 2 2 1 43
split_gain=0.000152322 9.60534e-05 7.12146e-05 9.13024e-05 6.48565e-05 0.000140193 0.000136665 7.68743e-05 9.80478e-05 0.000101683
threshold=-1.0000000180025095e-35 0.42051500000000003 0.077415000000000012 0.11456000000000001 -0.082299999999999984 -0.084034999999999985 0.10327000000000001 0.10497000000000002 0.077565000000000009 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 -10
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11
leaf_value=-0.00072614511641720344 -0.00031059985320771818 0.0006345863096369474 -0.00047915866920640994 -0.00044061167019987085 0.00091476363630866111 -0.00060524401726510298 -6.2716549356917618e-06 0.00038438826898553593 0.00049515405866383099 -0.00026305173931271899
leaf_weight=0.0010202629177254391 0.0011460483759956419 0.0010325503165273956 0.0010396479998382316 0.0012403964031124899 0.001612410356585714 0.0011901581828793568 0.0010057316021853877 0.0015179053308617104 0.001206700592812783 0.0015581348091385921
leaf_count=515 410 216 162 111 313 622 95 244 170 263
internal_value=0 6.16763e-05 1.0313e-05 5.88817e-05 0.000125956 0.000187791 0.000560958 9.27507e-06 -0.000134691 6.78639e-05
internal_weight=0 0.0125497 0.0115171 0.0104775 0.00923709 0.00809104 0.00261814 0.0054729 0.00395499 0.00276484
internal_count=3121 2606 2390 2228 2117 1707 408 1299 1055 433
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 43 43
split_gain=2.72313e-05 4.08916e-05 5.23123e-05 6.31172e-05 6.32778e-05 6.08222e-05 5.96714e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.084004999999999982 0.08845500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.020085700626091611 -0.015527239992145373 -0.015540728769902047 -0.013066123041816136 0.022989657632117057 0.016804804870876891 -0.02725397210230561 0.0067229160976850534
leaf_weight=0.0010597705460233765 0.0010353729160067432 0.0018765833182228537 0.0017884090051084826 0.0019525641536836335 0.0013677269573785793 0.0010406169211304521 0.0010270379191359689
leaf_count=218 597 334 491 228 317 817 119
internal_value=0 0.0015003 -0.000675376 0.00321184 0.00861495 0.000444821 -0.0103771
internal_weight=0 0.0101127 0.00905294 0.00717635 0.00538795 0.00343538 0.00206765
internal_count=3121 2524 2306 1972 1481 1253 936
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=10
num_cat=0
split_feature=484 4 16 150 49 12 47 13 16
split_gain=0.000182399 8.69219e-05 8.3408e-05 6.99674e-05 8.32173e-05 0.000145888 0.000111911 9.83753e-05 0.000126143
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.089910000000000018 -0.026779999999999995 -0.040564999999999997 0.10783500000000001 -0.084034999999999985 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=-0.00077487590684430403 0.0004805296413637761 9.3998736294000613e-05 0.0008062408556485009 -0.00044381026898577706 -0.00067229163201502212 0.00029580634603550317 0.00061703064489904179 -0.00080485263597304994 3.953064695236002e-05
leaf_weight=0.001075251109682515 0.0014178495086612864 0.0015502281265231208 0.0010673880089621729 0.0012868578421812516 0.0011715042609549029 0.0019068116453498816 0.0012099011607209645 0.0010892542253364821 0.0018113492594437875
leaf_count=515 196 113 245 195 120 383 86 823 445
internal_value=0 6.66929e-05 0.00038443 -1.73737e-05 4.63866e-05 -3.92394e-05 8.40088e-05 -5.01389e-05 -0.000277558
internal_weight=0 0.0125111 0.00261762 0.00989353 0.00860667 0.00718882 0.00601732 0.00480742 0.0029006
internal_count=3121 2606 358 2248 2053 1857 1737 1651 1268
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=8
num_cat=0
split_feature=1 52 0 0 0 3 13
split_gain=2.86718e-05 6.77645e-05 6.03492e-05 7.78458e-05 6.25564e-05 5.21646e-05 4.66232e-05
threshold=0.11588000000000001 0.11434500000000002 -0.076234999999999983 0.15398500000000004 -0.23001499999999997 0.10299500000000002 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2 -6
right_child=5 -3 3 -5 6 -7 -8
leaf_value=0.010776396549127286 0.0199856124688144 -0.027346595754979032 0.023526224924180397 -0.0093002028449205854 -0.0011846604580296519 -0.0074738180922194197 -0.026628629644398036
leaf_weight=0.0013068227373325136 0.0016661952366894056 0.0010078928649735813 0.0018947180787847271 0.0011675978613950588 0.0012768904859035007 0.0011830193068373754 0.0016517574957857399
leaf_count=88 260 413 584 46 579 155 996
internal_value=0 -0.00304125 0.000315546 0.0110102 -0.00741686 0.00858421 -0.0155351
internal_weight=0 0.00830568 0.00729779 0.00306232 0.00423547 0.00284921 0.00292865
internal_count=3121 2706 2293 630 1663 415 1575
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=8
num_cat=0
split_feature=1 43 43 3 3 15 13
split_gain=2.59858e-05 4.58943e-05 5.78015e-05 4.07061e-05 0.000126112 4.02166e-05 1.23858e-05
threshold=0.094825000000000007 0.05259500000000001 -0.084004999999999982 0.083060000000000009 -0.077774999999999983 -0.074054999999999996 0.05868000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -2
right_child=3 -3 -4 5 -6 -7 -8
leaf_value=0.0023570639746600189 -0.012532490362013059 0.0095605110445283765 -0.023121748934402057 0.0069710071676428289 0.033971899381930008 -0.017924131276892668 0.0031197046209059842
leaf_weight=0.0016426772373533106 0.0010096235175501016 0.0014633067656338017 0.0019442367596887479 0.0013360102972787176 0.0014470816889849782 0.0012617073301888007 0.0010126304023349575
leaf_count=588 142 333 1275 160 369 129 125
internal_value=0 -0.00536458 -0.0114534 0.00434551 0.0114333 -0.00512052 -0.00469476
internal_weight=0 0.00505022 0.00358691 0.00606705 0.00346934 0.00259772 0.00202225
internal_count=3121 2196 1863 925 636 289 267
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=12
num_cat=0
split_feature=484 13 43 43 43 133 49 2 1 0 15
split_gain=0.000298783 9.57774e-05 0.000197747 0.000106588 0.000130972 0.000147972 0.000114746 0.000109475 0.00016842 0.000117932 8.72245e-05
threshold=-0.0068949999999999992 0.25761500000000009 -0.20207499999999998 -0.090299999999999991 -0.072864999999999985 -0.0061299999999999992 -0.006494999999999999 0.10097500000000002 0.111945 -0.10151999999999999 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 10 9 -9 -8 -7
right_child=1 -3 3 4 5 6 7 8 -10 -11 -12
leaf_value=-0.0010114253787533638 0.00092329533645185366 -0.00047329347017255005 -0.0005223467444158274 0.00067720386424502301 -0.00065352342963473343 9.1494530499164239e-05 0.0011280032245813516 -0.00043776263656764979 0.00059758394665179661 0.00021172142337413203 -0.00061993907891909187
leaf_weight=0.0010086608060744595 0.0011375254982016166 0.0010460354527139495 0.0010737515327091584 0.0014287850409278697 0.001049983879567516 0.0017420185321129072 0.0010228853616599709 0.0013140262102883391 0.0011180204205979549 0.0011440944235829834 0.0010692489984167929
leaf_count=503 110 77 279 531 708 102 60 170 116 375 90
internal_value=0 9.59315e-05 0.000145139 6.4396e-05 0.000128104 3.53716e-05 0.000132983 0.000323748 3.81898e-05 0.000644236 -0.000179095
internal_weight=0 0.0131464 0.0121003 0.0109628 0.00988906 0.00846028 0.00741029 0.00459903 0.00243205 0.00216698 0.00281127
internal_count=3121 2618 2541 2431 2152 1621 913 721 286 435 192
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=8
num_cat=0
split_feature=48 13 49 1 2 3 16
split_gain=2.80256e-05 5.49836e-05 0.000103663 9.25438e-05 6.84934e-05 6.05343e-05 3.20506e-05
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.111945 0.11293500000000002 -0.034684999999999994 -0.082779999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 5 6 -4 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.014824117301822776 0.011302113900677044 -0.027026934178786152 -0.023099384067800093 0.018130556187146537 0.03011845948649677 0.004664315952312743 -0.013644120355426032
leaf_weight=0.0011382555115774786 0.0010208679532843433 0.00184150573073862 0.0016425564495111799 0.0018983692875131635 0.0010479235682134269 0.0015047562480326343 0.0010393908603807682
leaf_count=180 358 257 1351 240 154 216 365
internal_value=0 -0.0017365 -0.00671902 0.000692693 0.00930391 -0.00982533 -0.00128314
internal_weight=0 0.00999537 0.00688719 0.00504568 0.00310818 0.00314731 0.00206026
internal_count=3121 2941 2064 1807 877 1567 723
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=11
num_cat=0
split_feature=484 47 47 0 0 159 48 16 52 13
split_gain=0.000129261 0.000103145 0.00010285 0.0001134 0.000226634 0.000196712 0.000101393 7.30413e-05 0.000134404 3.66681e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10561500000000001 -0.23091999999999999 -0.15202999999999997 0.076905000000000015 0.082620000000000013 -0.16927999999999996 0.0031350000000000002 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9 -10
right_child=1 -3 -4 4 5 -7 -8 8 9 -11
leaf_value=-0.00065224710913819534 0.00066200027356103813 -0.0005421238625460432 0.00067232696725259584 -0.00068388065384451444 0.00017425330992346539 0.00074749596119361118 0.00049436934372210529 -0.00082577226484978924 0.00024447282758339827 -0.0002677992703122261
leaf_weight=0.0010810352423125868 0.0010375228523464885 0.0010250174833844874 0.0011172352662578823 0.0016389751304645957 0.0017442621868794406 0.0015342881786483365 0.0011379346000438377 0.0012660342374056044 0.0010382937731138373 0.0011131673251059248
leaf_count=515 55 55 106 130 170 366 284 717 383 340
internal_value=0 5.41455e-05 0.000106708 4.65847e-05 -2.08185e-05 0.000117903 -3.5434e-05 -0.000152232 -0.000318867 -2.05771e-05
internal_weight=0 0.0126527 0.0116277 0.0105105 0.00947296 0.00783398 0.00629969 0.00516176 0.0034175 0.00215146
internal_count=3121 2606 2551 2445 2390 2260 1894 1610 1440 723
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=9
num_cat=0
split_feature=49 42 15 47 16 160 16 2
split_gain=2.72839e-05 9.10935e-05 6.68313e-05 6.14802e-05 7.2303e-05 0.000102006 5.73929e-05 1.12396e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.040804999999999994 0.11069000000000002 -0.014034999999999997 -0.071139999999999995 -0.083539999999999989 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 7 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.024333136785834091 -0.011376495983155332 -0.028752700636315159 -0.0072381289061807554 0.02418933176388462 0.033724963849619205 -0.0048276130796397502 -0.032265742012679864 0.0028028351355363877
leaf_weight=0.0013581456176542349 0.0010335994341072318 0.0011681273499298808 0.0013242633028601103 0.0010128223029928045 0.001064099574085159 0.0019330650166210547 0.0010237218916143275 0.0012175699742829262
leaf_count=226 455 621 199 105 228 515 540 232
internal_value=0 -0.00282857 0.0087469 0.00132835 -0.00236328 0.00885992 -0.0126347 -0.00370745
internal_weight=0 0.00845301 0.00268241 0.00728488 0.00627206 0.00299716 0.00327489 0.00225117
internal_count=3121 2696 425 2075 1970 743 1227 687
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=9
num_cat=0
split_feature=159 15 133 3 42 49 3 0
split_gain=2.87457e-05 6.12531e-05 6.14353e-05 0.00011483 6.198e-05 5.60079e-05 4.17677e-05 1.13028e-05
threshold=0.091005000000000016 -0.11713499999999999 0.088525000000000006 -0.016324999999999996 0.083995000000000014 -0.006494999999999999 -0.042499999999999989 -0.075934999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 -1 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=-0.028272912623840431 -0.016108442687535793 0.0098672968099559333 -0.016137192265563458 -0.017465837530577354 0.037268036036470692 0.015115577073647324 0.00048820799609830572 0.0001581846148958334
leaf_weight=0.0010170967179557481 0.0010112771918653471 0.0018042202430760637 0.0011302395050275024 0.0015806369520859481 0.001521830227637373 0.0010140377353320823 0.0010027144656411802 0.0010068432248973016
leaf_count=176 382 745 583 182 684 95 189 85
internal_value=0 0.00157702 0.00548032 0.00900724 0.0224045 -0.00336528 -0.0139948 0.00766351
internal_weight=0 0.0100776 0.00805781 0.00692757 0.00332605 0.00360152 0.00201981 0.00202088
internal_count=3121 2739 2374 1791 1429 362 365 180
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=11
num_cat=0
split_feature=484 132 42 40 0 47 52 1 15 49
split_gain=0.000160463 7.37945e-05 0.000108795 8.58113e-05 0.000131372 0.000107889 9.72321e-05 0.000111631 0.000160753 0.000100513
threshold=-1.0000000180025095e-35 0.081240000000000021 -0.088934999999999986 -0.026419999999999996 0.12113000000000002 0.092530000000000015 -0.07167999999999998 0.11414000000000001 -0.033689999999999991 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 -8 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00073863927011371094 -0.00057305802388790748 0.00056048061912252736 0.0005450270919224059 0.00027940826066771325 -0.00060532151863980236 -0.00039978807781927261 0.0010485097595627545 -0.00014116633706662363 0.00015284291317470809 -0.00057986048588295406
leaf_weight=0.0010753591058633829 0.0011240073214545355 0.0010043990010895924 0.001277405683108278 0.0010635385743494319 0.0011884725008482616 0.0013921973594403754 0.0014349176072550004 0.0011795012790165467 0.0016636266581646221 0.0010305265389392851
leaf_count=515 265 280 246 76 95 175 223 108 890 248
internal_value=0 5.10532e-05 5.98898e-06 6.96098e-05 1.77607e-06 9.47037e-05 0.000202742 0.000372201 0.000567621 -0.000143453
internal_weight=0 0.0123586 0.0113542 0.0102302 0.00895278 0.00776431 0.00637211 0.00427805 0.00309854 0.00209407
internal_count=3121 2606 2326 2061 1815 1720 1545 1221 1113 324
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=11
num_cat=0
split_feature=484 15 15 160 0 2 2 47 13 3
split_gain=0.000142415 7.77356e-05 9.72167e-05 6.71035e-05 9.79028e-05 0.000129456 0.000120862 0.000111888 0.000106965 2.69013e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 0.11093500000000002 0.085270000000000026 -0.084034999999999985 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6 -10
right_child=1 2 3 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00070446304549348019 0.00048391315635348066 -0.00056101858409330783 0.00075790782764959821 -0.00041509459665390978 0.00011270827786660018 -6.8436512691698469e-05 0.00053283390106640056 0.0002683390845458409 -0.0008561221948786415 -0.00041210054914593797
leaf_weight=0.0010274000067009873 0.0014375974767645424 0.0010749861246067095 0.0017043171444025588 0.0010253486626098747 0.0011143878496160135 0.0012735482407359444 0.0011690979493484081 0.001513313434895702 0.0010723477833982469 0.0010270146851275043
leaf_count=515 232 185 105 135 349 162 216 133 134 955
internal_value=0 5.51766e-05 -9.86202e-07 5.98284e-05 0.000114703 0.000404504 -3.16608e-05 -0.000171272 -0.000378279 -0.000638905
internal_weight=0 0.012412 0.0109744 0.00989938 0.00887403 0.00297787 0.00589616 0.00472706 0.00321375 0.00209936
internal_count=3121 2606 2374 2189 2054 267 1787 1571 1438 1089
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=8
num_cat=0
split_feature=2 156 1 42 3 2 2
split_gain=2.84508e-05 4.37605e-05 4.17621e-05 9.59784e-05 5.77744e-05 5.63365e-05 9.76704e-05
threshold=-1.0000000180025095e-35 0.08426500000000002 0.12500000000000003 0.092620000000000022 -0.083924999999999986 0.089885000000000007 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.013500341013788523 0.016645532687969443 -0.020274776824286009 0.015854377083954745 -0.031083570899783742 -0.024698283881789847 0.020176515481634908 -0.014726888086165076
leaf_weight=0.0013613957853129766 0.0018847761430249403 0.0011476166561638539 0.0014713033496871674 0.0010178330071991364 0.0010336852310767379 0.0015517709306659415 0.0016587053791946994
leaf_count=199 810 422 182 496 495 304 213
internal_value=0 -0.00193067 0.000512101 -0.00264641 0.00207615 -0.00439392 0.00214353
internal_weight=0 0.00976569 0.00861807 0.00714677 0.00612894 0.00424416 0.00321048
internal_count=3121 2922 2500 2318 1822 1012 517
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=9
num_cat=0
split_feature=52 52 4 15 1 1 12 3
split_gain=2.5826e-05 8.28166e-05 0.0001045 8.27666e-05 9.15601e-05 0.000141891 0.000139221 6.52703e-05
threshold=0.17829500000000004 0.10347000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.097825000000000009 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -5
right_child=-2 -3 3 7 6 -7 -8 -9
leaf_value=-0.030671979587524986 -0.015148946000502634 0.028791156747325575 -0.017037263340404431 -0.0019221091149681708 -0.039184125790478724 0.029474273591659456 0.0091369690704004702 0.028607370999806404
leaf_weight=0.0010823366097482993 0.0010265630614154078 0.0010013783735749919 0.0012322733645410196 0.001195023984290187 0.0014360440946667007 0.001402278783455513 0.0010195944504236554 0.0016915298099716004
leaf_count=194 359 224 665 456 260 196 65 702
internal_value=0 0.00150183 -0.00151469 0.00244156 -0.00522918 0.00771918 -0.0191209 0.0159683
internal_weight=0 0.0100605 0.00905908 0.00797674 0.00509019 0.00263455 0.00245564 0.00288655
internal_count=3121 2762 2538 2344 1186 861 325 1158
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=8
num_cat=0
split_feature=42 475 43 0 4 4 4
split_gain=2.62014e-05 5.87681e-05 6.15845e-05 9.17442e-05 6.05876e-05 7.51927e-05 6.05005e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.066689999999999985 0.24564500000000003 -0.0016099999999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.011799452706012268 -0.020250708294061823 -0.0007685340812378414 -0.011619943206425162 0.040903449119981949 0.014138878298988146 -0.022342381653876017 0.020051746642608656
leaf_weight=0.0016160738019439938 0.0010552345612814479 0.0010839584348817941 0.001178887738467119 0.0010306332003677037 0.0019991696874775006 0.0018183858024888875 0.001234964733684992
leaf_count=862 448 515 112 147 214 244 579
internal_value=0 0.0019846 0.00479594 0.019542 -0.000208053 -0.00698507 0.00458379
internal_weight=0 0.00940123 0.008346 0.00211459 0.00623141 0.00423224 0.00241385
internal_count=3121 2259 1811 662 1149 935 691
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=10
num_cat=0
split_feature=484 41 159 150 42 49 52 4 2
split_gain=0.000106914 7.40718e-05 0.000105768 7.88897e-05 7.97884e-05 9.08309e-05 0.000116705 0.000245299 9.71192e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.076905000000000015 0.11456000000000001 -1.0000000180025095e-35 -0.026779999999999995 0.077655000000000016 0.053180000000000012 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00060582983060994964 -0.00030949690139332189 -0.00043246256631060252 0.00056001498521008036 -0.00044920707370568123 0.00055577717535644576 -0.00098749027620749258 1.8863785913364097e-05 0.000234444660462611 0.0007943958624948874
leaf_weight=0.0010320821058620545 0.0015930484801441689 0.0011117856285750441 0.0016310511231831326 0.001204503456476159 0.0018040187323426094 0.0010360935178137505 0.0014765427546539322 0.0016179812538931729 0.0010712178664609492
leaf_count=515 662 144 377 101 217 463 384 182 76
internal_value=0 5.07039e-05 9.76828e-05 2.07618e-05 8.65934e-05 0.00017666 4.518e-05 -0.000242572 0.00034494
internal_weight=0 0.0125462 0.0114345 0.00980341 0.0085989 0.00700585 0.00520184 0.00265407 0.00254776
internal_count=3121 2606 2462 2085 1984 1322 1105 645 460
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=8
num_cat=0
split_feature=2 49 52 0 4 52 2
split_gain=2.51261e-05 7.7236e-05 6.99328e-05 6.11335e-05 8.88483e-05 6.429e-05 5.82154e-05
threshold=0.10981000000000002 0.005085000000000001 0.084960000000000022 -0.10607499999999999 0.0052350000000000009 -0.020999999999999994 0.11510000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 6 3 4 -1 -5 -2
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0075915182678887739 0.00071416839121838001 -0.014615700175332725 -0.019995054294537812 0.0066336299520034173 0.03028344733257007 -0.020944895030789324 0.033542056332194745
leaf_weight=0.0010872020591950332 0.0010135858145221002 0.0010702884874868755 0.0018652120309119264 0.0017657797911635595 0.0014393210136424278 0.0016214929381220171 0.0011566318383623238
leaf_count=142 107 203 822 644 138 765 300
internal_value=0 0.00736819 -0.00311214 0.00221273 0.0139853 -0.00656825 0.01821
internal_weight=0 0.00324051 0.00777901 0.0059138 0.00252652 0.00338727 0.00217022
internal_count=3121 610 2511 1689 280 1409 407
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=10
num_cat=0
split_feature=484 47 47 159 49 52 15 15 2
split_gain=0.000136976 6.88025e-05 9.32208e-05 7.15784e-05 7.06406e-05 0.000140677 0.000106045 0.000211606 0.000113844
threshold=-1.0000000180025095e-35 0.13148500000000005 0.10254000000000001 0.076905000000000015 -0.081404999999999991 -0.0064899999999999992 -0.10203999999999998 -1.0000000180025095e-35 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=-0.00068853386202891577 0.00034360243961718942 -0.00044352842440930815 0.00061324338078501037 0.00039823379075400845 -0.00066195879206677006 -0.00047210334593627976 0.00090086411659679171 0.0002466383865744075 -0.00050587569333891615
leaf_weight=0.0010514737604948822 0.0015051210879395904 0.001004053507971823 0.001181844418385476 0.0017056374177575389 0.0014780384907206456 0.0012950385071196051 0.0011182029363209479 0.0017113264396869479 0.0014095658224910256
leaf_count=515 180 55 121 388 452 197 208 899 106
internal_value=0 4.85467e-05 9.1868e-05 3.15933e-05 -4.18286e-05 -0.000124559 1.89678e-05 0.00016899 -9.32382e-05
internal_weight=0 0.0124088 0.0114048 0.0102229 0.00851729 0.00701217 0.00553413 0.0042391 0.00312089
internal_count=3121 2606 2551 2430 2042 1862 1410 1213 1005
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=10
num_cat=0
split_feature=484 52 52 15 15 1 16 43 4
split_gain=0.000159647 7.93161e-05 0.00015541 9.34017e-05 0.000145182 9.97024e-05 7.59435e-05 0.000148834 8.89017e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 -0.0064149999999999997 -0.0084099999999999991 -0.079164999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 -5
right_child=1 2 3 6 -6 -7 7 -9 -10
leaf_value=-0.00072508768143978125 -0.00046303291999119005 0.00080200898189006805 -0.00035004673069149815 2.8810222045561561e-05 0.00063772560954579699 0.00031544856146403994 -0.00042540964689144359 0.0004939449781572625 -0.00073929726949388758
leaf_weight=0.0010873959728263062 0.0010323448942104402 0.0011095712793365445 0.0018054298570543044 0.0010001212453906124 0.001949938093407115 0.0016625250364680291 0.0012726028824665853 0.0014465789839083034 0.001376926774750395
leaf_count=515 318 206 260 564 341 217 130 87 483
internal_value=0 5.78275e-05 0.000104087 3.04343e-05 0.000209672 -3.10107e-05 -0.000160117 6.36783e-05 -0.000416123
internal_weight=0 0.012656 0.0116237 0.0105141 0.00541789 0.00346795 0.00509623 0.00271918 0.00237705
internal_count=3121 2606 2288 2082 818 477 1264 217 1047
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=8
num_cat=0
split_feature=48 2 16 16 4 0 16
split_gain=2.5705e-05 5.67531e-05 0.000101163 6.1678e-05 0.00010973 5.54431e-05 9.42622e-05
threshold=-0.032929999999999994 0.10981000000000002 -0.074319999999999983 -0.27167499999999994 -0.10429499999999998 -0.10607499999999999 0.052820000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.014280996417826619 -0.027478254989309087 -0.010158264921678831 0.027380332065774018 -0.022334648748922471 0.020449448786824406 -0.024297870508276951 0.016464432203622634
leaf_weight=0.0011265324866591439 0.0011688081004816372 0.0013275745357415308 0.001563240141336888 0.0018693052964983501 0.0017375114258987349 0.0011003527671670037 0.0011710882895758414
leaf_count=180 198 241 321 266 152 1492 271
internal_value=0 -0.00165777 0.0101411 -0.00649786 -0.00232621 0.00700338 -0.00328202
internal_weight=0 0.00993788 0.00289081 0.00704707 0.00587826 0.00400895 0.00227144
internal_count=3121 2941 562 2379 2181 1915 1763
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=8
num_cat=0
split_feature=2 51 457 151 4 1 2
split_gain=2.8402e-05 3.86542e-05 6.16155e-05 9.29432e-05 0.00013457 0.000116454 7.94173e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.045365000000000009 -0.0017399999999999998 0.24564500000000003 0.080270000000000022 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.013555778193224042 -0.015131251210327573 -0.030470156500896701 0.022789527715695774 0.019961059482897697 0.029384122403550442 -0.028953857136987046 -0.01384905979403229
leaf_weight=0.0013498663993617337 0.0018039219170643125 0.0010108218100095068 0.0011226952800668273 0.0016328004962047411 0.0013988705208625033 0.0014882209198419714 0.0012092705573490108
leaf_count=199 514 261 194 986 224 548 195
internal_value=0 -0.0019293 0.0010996 -0.00251334 0.0024192 -0.00629162 0.00557522
internal_weight=0 0.0096666 0.00786268 0.00673998 0.00572916 0.00433029 0.00284207
internal_count=3121 2922 2408 2214 1953 1729 1181
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=11
num_cat=0
split_feature=484 41 150 3 49 2 39 0 12 1
split_gain=0.000150579 5.47125e-05 0.000114875 0.000125299 8.15424e-05 6.73392e-05 6.75503e-05 0.000170193 9.96933e-05 0.000120666
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 0.11293500000000002 0.085060000000000011 -0.053834999999999994 0.090455000000000021 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00071391700922549613 0.00064161831668814234 -0.00036583154057956522 -0.00047191791657300567 0.00042942436593113384 -0.00036965296271675852 0.00061379716005174965 0.00052696473878149365 -0.00070920503281671297 0.00062638018264567056 -0.00046651115049300604
leaf_weight=0.0010566165178221574 0.0017675278906446089 0.0010687426550292636 0.0012082256640095082 0.001054341564360929 0.0013751619269616851 0.0010373551844577019 0.0010223086950150728 0.0010864439538831178 0.0012396505014996119 0.0012791205637689429
leaf_count=515 187 144 108 631 470 211 133 109 478 135
internal_value=0 5.78345e-05 9.87364e-05 0.00016865 6.53701e-05 0.000154402 7.05292e-05 -2.96129e-05 0.000177024 -6.16955e-05
internal_weight=0 0.0121389 0.0110701 0.00986191 0.00809438 0.00671922 0.00568187 0.00465956 0.00357311 0.00233346
internal_count=3121 2606 2462 2354 2167 1697 1486 1353 1244 766
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=10
num_cat=0
split_feature=484 47 1 42 157 43 151 13 4
split_gain=0.000129891 7.84363e-05 0.000100363 8.18875e-05 7.55777e-05 9.77419e-05 0.000115701 0.000104548 4.75192e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.11323000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072864999999999985 -0.0083949999999999979 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -4
right_child=1 -3 8 4 5 6 7 -9 -10
leaf_value=-0.00068429369214372904 -0.00052288779526412396 -0.00047426799748091428 0.00017117005686068665 -0.00040673061964123774 0.00054995191881085598 -0.00055224619343255019 -0.00019679117164825326 0.00047713604080808669 0.00070413403186885806
leaf_weight=0.0010084846123291262 0.0010375794912450753 0.0010127855079461118 0.0012983838276263854 0.0011126010917196652 0.0016988611745710766 0.0011093758422016948 0.0016144529261887474 0.0019587844560396829 0.0012745612477518332
leaf_count=515 747 55 134 298 385 91 516 145 235
internal_value=0 4.81001e-05 9.57423e-05 -6.62552e-06 6.48527e-05 0.000147073 9.07184e-07 0.000172644 0.000435185
internal_weight=0 0.0121174 0.0111046 0.00853165 0.00749408 0.00638147 0.00468261 0.00357324 0.00257295
internal_count=3121 2606 2551 2182 1435 1137 752 661 369
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=11
num_cat=0
split_feature=484 132 42 40 0 47 52 1 15 49
split_gain=0.000142102 6.93763e-05 0.000116325 9.39949e-05 0.00012731 0.000112518 0.000128367 0.000101915 0.000146242 9.83311e-05
threshold=-1.0000000180025095e-35 0.080640000000000017 -0.088934999999999986 -0.026419999999999996 0.12113000000000002 0.092530000000000015 -0.07167999999999998 0.11414000000000001 -0.033689999999999991 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 8 -8 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00070156122831617344 -0.00059583398146408853 0.00054525020508690866 0.0005797640740181708 0.00023336423513744368 -0.00060101547700607081 -0.00041400525131278293 0.0010722466043039641 -0.00010213198216398366 0.0002053379568482367 -0.00062039896620068368
leaf_weight=0.0010494009951273709 0.0011109544615281021 0.0010000907907446724 0.0012334194644264282 0.0010425104321231948 0.0011679911515658642 0.0013709367707755212 0.0013521976066249697 0.001109337531406982 0.0016747420946741673 0.0010321468269349713
leaf_count=515 265 283 244 75 95 175 223 108 890 248
internal_value=0 5.0628e-05 6.0403e-06 7.30178e-05 1.58455e-06 9.44154e-05 0.000206639 0.000406278 0.000592604 -0.000191385
internal_weight=0 0.0120943 0.0110942 0.00998328 0.00874986 0.00758187 0.00621093 0.00413628 0.00302694 0.00207466
internal_count=3121 2606 2323 2058 1814 1719 1544 1221 1113 323
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=10
num_cat=0
split_feature=484 42 47 159 42 1 13 1 4
split_gain=0.000139301 8.51498e-05 0.000108758 9.22722e-05 0.000178832 9.46373e-05 0.0001283 0.000106362 0.000192063
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 0.076905000000000015 -1.0000000180025095e-35 0.11212500000000002 -0.13710499999999998 0.094385000000000011 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00070267894043207367 -0.00083153060183091792 -0.00050535772095546038 0.00060507092522952438 0.00044607403355443931 -0.00032226139646165253 -0.00036781615041971778 0.00076350480970724562 0.00075525381543701349 -0.00034286084219084702
leaf_weight=0.0010467230812881813 0.0010252292723555304 0.0010012834616579128 0.0013887628384645105 0.001624281350194704 0.0015055982835039481 0.0016551106139153574 0.0010057909065915383 0.0015330172031058293 0.0015073524781316931
leaf_count=515 665 310 119 354 62 156 239 244 457
internal_value=0 4.25669e-05 9.13549e-05 1.89724e-05 -6.52994e-05 4.37025e-05 0.000166386 0.000348214 9.99203e-05
internal_weight=0 0.0122464 0.0112451 0.00985638 0.0082321 0.00720687 0.00555176 0.00404616 0.00251314
internal_count=3121 2606 2296 2177 1823 1158 1002 940 696
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=9
num_cat=0
split_feature=47 4 12 15 4 15 13 16
split_gain=2.50858e-05 5.45947e-05 7.22919e-05 6.97243e-05 4.93499e-05 9.27704e-05 8.77542e-05 6.53195e-05
threshold=0.12431000000000002 0.24564500000000003 0.09857500000000001 -0.43375999999999998 -0.0016099999999999997 -0.022504999999999997 -0.084034999999999985 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 -6
right_child=-2 3 -4 -5 7 6 -8 -9
leaf_value=0.032271516054421766 -0.014560475109125299 -0.0051165365128468263 -0.027957960851583842 0.02689940837985973 -0.027787035599091289 0.02199464009655119 -0.014312839253641763 0.0067320113999765913
leaf_weight=0.0010993986199109083 0.0010774454013128968 0.0011770136667311067 0.0010058668669012602 0.0016116111249477104 0.001136622983052789 0.0010169830572835331 0.0019272015597801902 0.0010588612986971774
leaf_count=419 91 169 398 233 241 375 954 241
internal_value=0 0.00149655 -0.00307986 0.0133862 0.000931003 0.00748438 -0.00177148 -0.0111388
internal_weight=0 0.0100336 0.00724493 0.00278862 0.00623907 0.00404358 0.00294418 0.00219548
internal_count=3121 3030 2628 402 2230 1748 1329 482
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=8
num_cat=0
split_feature=376 43 3 0 16 1 2
split_gain=2.98264e-05 5.39535e-05 6.95022e-05 7.19162e-05 8.37526e-05 8.74957e-05 8.14768e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.27167499999999994 0.11323000000000001 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.019737541152847708 0.015609717594718665 -0.02004496912347814 -0.021332000104532182 -0.022447883801200698 0.020421466702981908 0.031418054224493175 -0.013303112767711362
leaf_weight=0.0016348383431455497 0.001095333948590454 0.0013908276450940041 0.001183042782876044 0.0015146006807726349 0.0011635254813900184 0.0012156512257622473 0.0018640774097891466
leaf_count=260 166 321 210 266 574 124 1200
internal_value=0 -0.00177507 0.00118797 -0.00318114 0.00219663 0.00875655 -0.00034256
internal_weight=0 0.00996656 0.00857574 0.0069409 0.0054263 0.00424325 0.0030276
internal_count=3121 2955 2634 2374 2108 1898 1774
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=9
num_cat=0
split_feature=13 3 2 15 15 16 2 43
split_gain=2.81233e-05 6.48654e-05 0.000119761 4.52684e-05 9.99608e-05 5.53551e-05 0.000102353 8.37862e-05
threshold=-0.23438999999999996 0.11924500000000002 0.11548000000000001 -0.11713499999999999 -0.095244999999999982 0.23311500000000004 0.084245000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=0.012605081819432868 -0.021121767009124551 -0.02580489774438249 0.033203428491819918 0.026596418396044038 0.0086548603179228342 0.01221603440962467 -0.046868880763095942 -0.0088392512428908648
leaf_weight=0.0015151109002937225 0.0012257676953866866 0.0010266092168780281 0.0010058737930472078 0.0011451070160497737 0.0014758322491360536 0.0012466351957676714 0.0010018162074235894 0.0013737470052779378
leaf_count=169 267 76 309 146 663 306 876 309
internal_value=0 -0.00206523 0.000810521 -0.00355199 -0.000102367 -0.00609938 -0.0120278 -0.024877
internal_weight=0 0.00950139 0.00847478 0.00746891 0.00624314 0.00509803 0.0038514 0.00237556
internal_count=3121 2952 2876 2567 2300 2154 1848 1185
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=11
num_cat=0
split_feature=484 41 159 150 1 42 49 52 0 15
split_gain=0.000135824 7.73822e-05 9.63569e-05 6.64804e-05 9.45105e-05 7.68082e-05 8.50122e-05 0.000193387 8.61767e-05 7.24107e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.076905000000000015 0.11456000000000001 0.12577000000000002 -1.0000000180025095e-35 -0.026779999999999995 0.0031350000000000002 -0.019414999999999998 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 9 -9 -8
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00068658917185690223 -0.00050392498766841938 -0.00044329592284476178 0.00055364672113531973 -0.00039907947216329744 0.00054524850424669629 0.00047112548931106164 -0.00011170349958571948 0.00075411906590260253 -1.7758563882164112e-05 -0.00084175481337004645
leaf_weight=0.0010209896028339242 0.0010024785196828569 0.0010805400982433896 0.0015875885255252744 0.0012022649310028744 0.0014710944055603831 0.0015874533156952971 0.0010135561453562543 0.0010406129560845698 0.0011943614363117989 0.0010777864550600236
leaf_count=515 636 144 377 101 153 200 87 412 46 450
internal_value=0 5.77659e-05 0.000106205 3.21301e-05 9.39408e-05 -2.05285e-06 8.30225e-05 -5.93839e-05 0.000341631 -0.00048794
internal_weight=0 0.0122577 0.0111772 0.00958961 0.00838734 0.00691625 0.00591377 0.00432632 0.00223497 0.00209134
internal_count=3121 2606 2462 2085 1984 1831 1195 995 458 537
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=11
num_cat=0
split_feature=484 15 52 1 12 4 2 43 16 151
split_gain=0.000160529 0.000112119 8.69156e-05 9.55029e-05 0.000157601 0.000131067 0.000125834 9.0547e-05 9.79246e-05 4.43604e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.26636999999999994 0.12765500000000005 0.098810000000000023 -0.0024449999999999997 0.089885000000000007 -0.090299999999999991 -0.0064149999999999997 -0.0033899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 -8
right_child=1 2 3 -5 -6 6 9 8 -10 -11
leaf_value=-0.00073733031888443905 0.0005814785599424344 -0.00055339185169938699 -8.9117048182985414e-05 0.00062313550077122389 -0.00065039976893445405 -0.00060427167023272314 -0.00015579744916311363 0.0002120719731500886 0.00096093592758413461 0.00040791718261406774
leaf_weight=0.0010475100192450645 0.0014151908452591259 0.0010087001865741107 0.001300916710136873 0.0010070163027069623 0.0012813521067107959 0.0015335019924785031 0.0010545832064018414 0.001535306531144187 0.0011930167000838232 0.0010929243652882752
leaf_count=515 232 316 200 90 264 188 97 866 180 173
internal_value=0 6.19647e-05 -4.82827e-06 5.0513e-05 -1.3618e-05 9.22076e-05 -0.000175259 0.000336558 0.000539528 0.000131092
internal_weight=0 0.0124225 0.0110073 0.00999862 0.0089916 0.00771025 0.00368101 0.00402924 0.00272832 0.00214751
internal_count=3121 2606 2374 2058 1968 1704 458 1246 1046 270
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=10
num_cat=0
split_feature=484 41 15 16 16 52 49 48 0
split_gain=0.000167097 8.79545e-05 0.000101383 8.21643e-05 0.000181085 0.000116374 7.14871e-05 9.56558e-05 0.000139266
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.24436499999999997 -0.014034999999999997 0.071345000000000006 0.096795000000000006 -0.081404999999999991 0.091545000000000015 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 8 -8
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00075432814796479132 0.0006277214282065127 -0.00047513251446242239 0.00032347741759996098 0.00085309030938763772 -0.00031117997098565844 0.0004325457064123957 -0.00096028599998845138 0.00024660109423708167 -9.7349273702838964e-05
leaf_weight=0.0010576771478843254 0.0012846219690920641 0.0010855586989956404 0.0010864186555982151 0.0013016259868901289 0.0019884583616999818 0.0013635806426536517 0.001149269550785804 0.0011312691562684095 0.0019207079643437242
leaf_count=515 213 144 92 394 392 50 119 132 1070
internal_value=0 5.78194e-05 0.000109356 4.2373e-05 0.000232386 -8.63876e-06 -0.000124857 -0.000240794 -0.000420396
internal_weight=0 0.0123115 0.011226 0.00994133 0.00465366 0.00335204 0.00528767 0.00420125 0.00306998
internal_count=3121 2606 2462 2249 836 442 1413 1321 1189
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=10
num_cat=0
split_feature=376 12 133 43 3 4 4 3 12
split_gain=2.56525e-05 5.03444e-05 7.18989e-05 0.000110177 7.27487e-05 7.19206e-05 8.20923e-05 0.000152339 5.91212e-05
threshold=0.048375000000000008 -0.029094999999999999 1.0000000180025095e-35 -0.15582499999999996 -0.11255999999999998 -0.059649999999999988 0.098655000000000007 0.090900000000000009 0.09334000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 7 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.022920315644798784 0.01447607318973995 0.034301567544913175 -0.023758327273182403 0.032557222518744509 -0.030895477885660685 -0.012857875153863533 -0.019702230088481307 0.038261901094518297 -0.0012974059391194764
leaf_weight=0.0010005751002927768 0.0010956666782665674 0.0010419017692478516 0.0010580061484158363 0.0010009648434108134 0.0010201924380719295 0.0012724701882532372 0.0014496215466623633 0.0010758047086932843 0.0010642995176756778
leaf_count=248 166 90 979 134 663 464 173 94 110
internal_value=0 -0.00164289 0.000727038 0.00399579 -0.000591461 -0.00732221 -0.000989945 0.0105614 0.0151108
internal_weight=0 0.00998384 0.00898326 0.00792526 0.00688335 0.00481809 0.0037979 0.00234827 0.00206526
internal_count=3121 2955 2707 1728 1638 1394 731 558 244
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=12
num_cat=0
split_feature=484 43 42 40 51 48 13 3 0 43 2
split_gain=0.000342234 9.73155e-05 0.000168029 0.000195719 8.77553e-05 0.000186428 0.000156952 0.00014537 7.52342e-05 0.000116988 5.66578e-05
threshold=-0.0068949999999999992 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 0.095050000000000009 0.091690000000000008 0.0015850000000000003 -0.097604999999999983 -0.23001499999999997 -0.052894999999999991 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 -10 -8
right_child=1 -3 3 4 -6 -7 10 8 9 -11 -12
leaf_value=-0.0010826871727535434 -0.000618756120740446 -0.00050479633847735385 0.0009435748685722859 0.001031632848761672 0.0006304276073129879 -0.00054884234953228486 -0.00060810078974911277 0.00066285078796348633 0.0005878442473610286 -0.00023641583892584621 4.0831592706725716e-05
leaf_weight=0.0010554656414814819 0.001059656171022238 0.0010161740527402574 0.0012076452649614012 0.0010146059270578255 0.0010942453718523109 0.0016648064253251271 0.0010014541217875979 0.0010067923795542577 0.0010002477135017673 0.0019578303093507397 0.0010699041496292768
leaf_count=503 178 202 259 89 170 161 67 61 485 739 207
internal_value=0 7.79695e-05 0.000127003 0.00019873 0.000107036 4.13241e-05 0.000180671 0.000369352 0.000199876 4.23004e-05 -0.000272912
internal_weight=0 0.0130934 0.0120772 0.0110175 0.00980989 0.00871564 0.00705083 0.00497948 0.00396487 0.00295808 0.00207136
internal_count=3121 2618 2416 2238 1979 1809 1648 1374 1285 1224 274
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=11
num_cat=0
split_feature=484 41 151 13 3 16 4 457 2 2
split_gain=0.000152589 7.63951e-05 9.66272e-05 0.000140395 0.000130745 8.46471e-05 8.70793e-05 7.17994e-05 5.64645e-05 0.000156838
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.0083949999999999979 0.0076650000000000008 -0.074084999999999998 0.23311500000000004 0.022185000000000003 0.045365000000000009 0.11389000000000002 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -5 -2 9 -6
right_child=1 -3 3 5 8 -7 -8 -9 -10 -11
leaf_value=-0.00070774205318170939 -0.00061607870718295731 -0.00043354364710084897 0.00084797469991092992 -0.00078779874990579104 -6.8188270938442422e-05 0.00031139532888799514 2.7006475370123838e-05 8.0920584493518653e-05 -0.00017808300627753472 0.00077610131129314541
leaf_weight=0.0010772367428901483 0.0010917004122984264 0.0010955185278963562 0.0016118375569838059 0.0010073991037669373 0.0018165466975414311 0.0010279505391085839 0.0010097003750513694 0.0011849978440566511 0.0011473237603142786 0.001583146126817595
leaf_count=515 206 144 1051 192 296 130 69 201 177 140
internal_value=0 6.11791e-05 0.000108387 0.000197854 0.000368136 -0.000146553 -0.000379931 -0.000253298 0.000198041 0.000324975
internal_weight=0 0.0125761 0.0114806 0.0092039 0.00615885 0.00304505 0.0020171 0.0022767 0.00454702 0.00339969
internal_count=3121 2606 2462 2055 1664 391 261 407 613 436
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=11
num_cat=0
split_feature=484 47 47 474 49 52 42 13 2 15
split_gain=0.000291578 8.94333e-05 9.55226e-05 0.000119718 9.42024e-05 0.000186229 0.000159472 0.000179042 0.000282556 0.000232645
threshold=-0.0068949999999999992 0.13148500000000005 0.10254000000000001 0.084660000000000027 -0.081404999999999991 0.10744000000000002 0.084050000000000014 0.0076650000000000008 0.10559 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0010150287176040041 0.0004300788992273076 -0.00048364289860157445 0.00064645747730644081 0.00067737407531944806 -0.00010319944529612854 0.00055086736489251618 -0.00088897241116916818 -0.00067679575764453142 -0.00060308264718436243 0.0011001969138719153
leaf_weight=0.0010233258026851088 0.0015611090919384679 0.0010204189943680891 0.0011968324387204325 0.0010881232045825409 0.0011875427021831391 0.0013987314221754026 0.0011828051284805451 0.0014537288807472222 0.0013114377796241833 0.0012870158849957809
leaf_count=503 193 55 122 244 215 380 580 270 144 415
internal_value=0 7.30089e-05 0.000121693 6.17101e-05 -9.69172e-06 -9.74691e-05 -0.000238667 -9.18685e-05 0.000132729 0.000522686
internal_weight=0 0.0126877 0.0116673 0.0104705 0.00938237 0.00782126 0.00642253 0.00523973 0.003786 0.00247456
internal_count=3121 2618 2563 2441 2197 2004 1624 1044 774 630
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=10
num_cat=0
split_feature=484 15 15 160 0 2 2 47 16
split_gain=0.00017766 9.26845e-05 8.89405e-05 8.686e-05 6.50941e-05 0.000129514 9.53876e-05 0.000113664 0.00010258
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.10607499999999999 0.092875000000000013 0.11093500000000002 0.085270000000000026 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00079043929450442712 0.00051493485689465917 -0.00054478304715631907 0.00070246554915519809 -0.00049628996822154094 -0.00072647321273374289 -0.00012892974521629011 0.00049311727425551874 0.00030604335484232109 -1.6718623413467975e-05
leaf_weight=0.0010460167355157918 0.001460834604104423 0.0010811720475180113 0.0016903112975741492 0.0010112317993638672 0.0014656110426894352 0.0012554105008963212 0.0011620527640052473 0.0015173031993238415 0.0016806841984073405
leaf_count=515 232 185 105 135 1187 162 216 133 251
internal_value=0 5.12353e-05 -1.11177e-05 4.7863e-05 0.000110597 0.000348141 -9.51602e-06 -0.00013476 -0.000347337
internal_weight=0 0.0123246 0.0108638 0.0097826 0.00877137 0.00294572 0.00582565 0.0046636 0.0031463
internal_count=3121 2606 2374 2189 2054 267 1787 1571 1438
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=8
num_cat=0
split_feature=3 48 1 11 13 1 1
split_gain=2.79352e-05 4.88988e-05 8.6891e-05 7.57416e-05 6.52601e-05 5.67007e-05 8.22885e-05
threshold=0.16158000000000003 -0.032929999999999994 0.13265500000000002 1.0000000180025095e-35 -0.084034999999999985 0.10508500000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.018129974955196998 0.014792208313914297 0.021312411746410485 -0.031421308001466489 -0.024471234792596001 0.003047873296223115 0.011672506915378716 -0.029187519157045257
leaf_weight=0.0011021438376874167 0.0011370213253196421 0.0015625278987210023 0.0010362883043181252 0.0011401993817298367 0.0019631017889916147 0.0019190579603548539 0.001327351322791949
leaf_count=161 156 654 126 218 1138 241 427
internal_value=0 -0.00174507 -0.00419298 -0.000626806 0.00338785 -0.0019884 -0.00995571
internal_weight=0 0.0100507 0.00894853 0.00791224 0.00677204 0.00520951 0.00329045
internal_count=3121 2965 2804 2678 2460 1806 1565
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=11
num_cat=0
split_feature=484 15 15 160 133 3 4 4 1 0
split_gain=0.000149563 0.000107739 8.99002e-05 5.73799e-05 5.70969e-05 7.83722e-05 0.000116894 0.000104885 0.000171585 0.000212027
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 0.088525000000000006 0.088060000000000013 0.010840000000000001 -0.15289999999999995 0.083135000000000014 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 -10
right_child=1 2 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.00071878827389169799 0.00055636094813976006 -0.00054352972820372969 0.00081302050710806704 -0.00038696532973887452 -0.00027839999419789635 0.00028086362643454748 -0.00060603728978017156 -0.00053208543847036111 0.0010380148449072022 -3.5510155520560626e-05
leaf_weight=0.0010410289726463908 0.0014545221363299306 0.0010990760484646993 0.0011788891287958141 0.0010434623529473721 0.001309208892408294 0.0012144469522555601 0.0010789463173473055 0.001052712326402843 0.0011713188269426161 0.0017856674013100116
leaf_count=515 232 185 145 135 477 129 65 744 90 404
internal_value=0 5.50174e-05 -1.16768e-05 4.77607e-05 9.93601e-05 0.000165461 -0.000136386 0.00029888 0.000147718 0.000389734
internal_weight=0 0.0123883 0.0109337 0.00983465 0.00879119 0.00748198 0.00229339 0.00518859 0.0040097 0.00295699
internal_count=3121 2606 2374 2189 2054 1577 194 1383 1238 494
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=11
num_cat=0
split_feature=484 15 15 52 160 52 15 3 2 43
split_gain=0.000147084 9.15265e-05 9.76605e-05 6.32589e-05 6.51701e-05 8.31865e-05 0.000184035 0.000108859 0.000161691 5.47566e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.24456499999999998 0.086870000000000017 -0.046924999999999988 -0.03241999999999999 -0.14186499999999996 0.10584500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 9 -9
right_child=1 2 3 4 -6 6 7 8 -10 -11
leaf_value=-0.00071272550412508086 0.00052034281189070248 -0.00057166222542071065 -0.00040393320196165322 0.0005850395960135163 -0.00031247951223943354 0.00060219069807664321 -0.00070997381157835023 5.7502027728280381e-06 -0.00057820111155900051 0.00062664818593190068
leaf_weight=0.0010494820162411942 0.0014191876393373588 0.0010697173825472842 0.001046532308208282 0.0015132189079395319 0.0012326906600671735 0.0017807414232229287 0.001010897292258344 0.0010289277315506224 0.0011283827301354112 0.0011636673459050947
leaf_count=515 232 185 315 244 160 293 70 699 100 308
internal_value=0 5.17712e-05 -8.8215e-06 5.19637e-05 0.000105823 0.00017344 7.15454e-05 -0.000146592 2.49006e-05 0.000335277
internal_weight=0 0.012394 0.0109748 0.00990506 0.00885853 0.00762584 0.00611262 0.00433188 0.00332098 0.0021926
internal_count=3121 2606 2374 2189 1874 1714 1470 1177 1107 1007
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=9
num_cat=0
split_feature=1 16 42 475 13 3 4 43
split_gain=3.20916e-05 4.39237e-05 6.17549e-05 6.33565e-05 7.6198e-05 9.23987e-05 8.68638e-05 7.14782e-05
threshold=0.13686500000000004 -0.5315899999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086919999999999983 0.10732000000000001 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=-0.020155435441324275 0.016748046552017296 -0.020976663226228251 -0.018744839208222779 -0.028793587950812549 0.025464209286398243 0.011295019785660396 0.033996664323285873 -0.0070087815525211837
leaf_weight=0.0011524691252724909 0.0010304780088352715 0.0011591475651000866 0.0010808618351278105 0.0010793842442744072 0.0010638758102921361 0.0012302360834142156 0.0015575770073364996 0.0018680795232833437
leaf_count=125 169 834 435 413 320 63 196 566
internal_value=0 -0.00176986 0.000574255 0.00374439 0.0073195 -0.0074401 0.0149125 0.00477422
internal_weight=0 0.0101916 0.00903916 0.00788001 0.00679915 0.00230962 0.00448953 0.00293196
internal_count=3121 2952 2827 1993 1558 476 1082 886
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=8
num_cat=0
split_feature=2 2 150 52 52 52 3
split_gain=2.6697e-05 3.81947e-05 0.000102137 9.70196e-05 8.91295e-05 8.79058e-05 3.41163e-05
threshold=-1.0000000180025095e-35 0.089885000000000007 0.083555000000000004 -0.0064899999999999992 -0.029369999999999997 0.096795000000000006 0.076840000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.013016410336044872 -0.028930421156579733 0.020082707157873789 0.025778124664772258 0.0054036163940529344 -0.012306021816020007 0.0046943501481725566 -0.037980367237608108
leaf_weight=0.0013695968025137272 0.0015447969566568811 0.0011615977074021159 0.0014672810834854893 0.0017614776251397538 0.0010043066490200005 0.0017949956199990614 0.0010678951713968699
leaf_count=199 518 459 215 976 325 351 78
internal_value=0 -0.00188865 0.00256463 -0.0106383 -0.0042085 -0.0115049 -0.0255371
internal_weight=0 0.00980235 0.00649608 0.00330627 0.0050288 0.0038672 0.0020722
internal_count=3121 2922 1428 1494 1213 754 403
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=9
num_cat=0
split_feature=1 52 52 43 43 1 52 16
split_gain=2.93055e-05 4.38217e-05 6.25985e-05 7.08109e-05 0.000110464 8.5818e-05 6.02911e-05 5.87007e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.13868499999999997 -0.050459999999999998 0.10708500000000001 -0.0064899999999999992 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.026774033052589005 0.016095989531964717 -0.019533778109524128 0.022104344277266073 0.027118468513007178 -0.0079180524683552574 -0.037520194069151608 0.019455711808467654 -0.0042024853528537867
leaf_weight=0.001043569600031046 0.0010200602927475768 0.0012111702482841243 0.0011883836270295579 0.0013222150361999743 0.0016921446596263948 0.001054957271600987 0.0015340324429701287 0.0010602649583774382
leaf_count=233 169 462 214 832 362 73 661 115
internal_value=0 -0.00168849 0.00074122 -0.0025528 0.00124042 -0.00516545 0.00509805 -0.0208195
internal_weight=0 0.0101067 0.00889557 0.00770718 0.00666361 0.0053414 0.00322618 0.00211522
internal_count=3121 2952 2490 2276 2043 1211 1023 188
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=11
num_cat=0
split_feature=484 15 15 160 42 43 16 16 51 4
split_gain=0.000125565 9.64248e-05 8.87904e-05 6.98844e-05 6.76977e-05 8.34463e-05 0.000153829 0.000222453 0.000114441 9.56579e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 -0.095284999999999995 -0.083684999999999996 0.22339500000000004 -0.014034999999999997 0.080335000000000018 0.181285
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 9 -7
right_child=1 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00066198832074260388 0.00053625647856326544 -0.00055700729667961435 -0.00037220835485882468 -0.00043909889920100745 0.00051952905251078328 -0.00069969941688431941 -0.00059596137295730663 0.0008713540058236589 0.00047149468384963814 0.00011702932126103888
leaf_weight=0.0010302252487416072 0.0013936587716129175 0.0010379777941134519 0.0010162494169349747 0.001020316636377693 0.0019262361035968243 0.0011926396234203207 0.0011427476918659633 0.0013660165867112727 0.0010197409446208463 0.0010253636805915862
leaf_count=515 232 185 179 135 402 701 255 239 191 87
internal_value=0 5.10024e-05 -1.19231e-05 4.63494e-05 0.000103354 0.000166342 4.79528e-05 0.000207786 -7.21765e-05 -0.000322133
internal_weight=0 0.0121409 0.0107473 0.00970931 0.00868899 0.00767274 0.00574651 0.00460376 0.00323774 0.002218
internal_count=3121 2606 2374 2189 2054 1875 1473 1218 979 788
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=10
num_cat=0
split_feature=484 15 15 52 160 52 15 0 2
split_gain=0.000154472 0.000106758 8.25898e-05 6.13511e-05 7.31964e-05 8.51827e-05 0.000161251 0.000118447 7.59079e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.24456499999999998 0.086870000000000017 -0.046924999999999988 -0.03241999999999999 -0.11013499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 -9
right_child=1 2 3 4 -6 6 7 8 -10
leaf_value=-0.00074101158499293091 0.00056579077196679077 -0.00052932727267769218 -0.00040985396408334778 0.00059088628157503618 -0.00034597271338647939 0.00057089038234388713 0.00040361249708365882 -0.00073379250616198216 -9.8811029748116717e-05
leaf_weight=0.0010173886349282924 0.0013897356777390736 0.0010675538942777106 0.0010180653117376282 0.0014927504442210126 0.0012201966711414634 0.0017282105983354758 0.0011249103131163499 0.0011672871567165611 0.0019051587038735863
leaf_count=515 232 185 315 244 160 293 85 937 155
internal_value=0 5.4458e-05 -1.18054e-05 4.54076e-05 9.90611e-05 0.000172262 6.68036e-05 -0.000140748 -0.000340054
internal_weight=0 0.0121139 0.0107241 0.00965658 0.00863851 0.00741832 0.00592557 0.00419736 0.00307245
internal_count=3121 2606 2374 2189 1874 1714 1470 1177 1092
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=8
num_cat=0
split_feature=1 42 49 15 484 1 52
split_gain=2.81206e-05 8.64205e-05 4.40372e-05 9.33055e-05 3.2618e-05 3.05853e-05 7.42617e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.03241999999999999 0.073690000000000019 0.094465000000000007 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.0065375074064096626 0.010847562514398425 -0.028294321457910488 -0.024626275878519083 -0.032102242854337847 0.022178731986205336 0.012428691008902771 0.0096798261971311854
leaf_weight=0.0015009796146040191 0.0019495164588136374 0.0011284901560181136 0.0010703857073907995 0.0010707548724038845 0.0010475961686927616 0.0018424266484604115 0.0015371146901151397
leaf_count=268 279 548 684 262 235 270 575
internal_value=0 -0.00237429 0.00125064 -0.00955035 0.00630333 0.00256596 -0.00440292
internal_weight=0 0.00919775 0.00806926 0.00257173 0.00549752 0.00444993 0.0026075
internal_count=3121 2842 2294 530 1764 1529 1259
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=8
num_cat=0
split_feature=48 2 4 52 3 52 0
split_gain=2.79834e-05 5.59541e-05 6.81116e-05 5.67995e-05 0.00018789 7.2832e-05 6.41631e-05
threshold=-0.032929999999999994 0.10981000000000002 0.033845000000000007 -0.023194999999999997 -0.116045 -0.088204999999999992 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.014876091498133282 -0.0088525792989914975 0.027731860629589902 -0.0032835113235166503 -0.048584648020380289 0.010757881283374312 0.023843333613186166 -0.018364776833083421
leaf_weight=0.0011273280811896777 0.0016703396011631432 0.0012367385980423665 0.0016563416635907967 0.0011388143620714207 0.0018503577295396116 0.0011505984979379707 0.001279757738635389
leaf_count=180 468 249 313 119 810 224 758
internal_value=0 -0.00174495 0.00997499 -0.00652736 -0.0138033 0.00448336 -0.00114901
internal_weight=0 0.00998295 0.00289308 0.00708987 0.00426893 0.00282094 0.00313012
internal_count=3121 2941 562 2379 1687 692 1568
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=11
num_cat=0
split_feature=484 15 15 160 133 3 4 4 1 0
split_gain=0.000157309 9.0567e-05 9.35123e-05 7.43459e-05 5.22448e-05 8.18688e-05 0.000107467 0.000102096 0.000173919 0.000189443
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092070000000000013 0.088525000000000006 0.088060000000000013 0.010840000000000001 -0.15289999999999995 0.083345000000000016 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 -10
right_child=1 2 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.00072313903904914546 0.0005427252912716963 -0.0005502271874186877 0.00082830206290578317 -0.00043695055918166757 -0.00024012512554982525 0.00028393946426538453 -0.00056642000826958021 -0.00052636600253492269 0.0010316760410212197 7.8010620407036922e-06
leaf_weight=0.0010650327833794529 0.0013443338141260796 0.0010592920519362755 0.0011856815092673887 0.0010220147825130569 0.0013014551808129809 0.0011968304331293478 0.0010933850164340404 0.0010163385131770589 0.0011560616736028886 0.0017412229212722904
leaf_count=515 232 185 145 135 477 129 65 749 88 401
internal_value=0 6.28545e-05 2.96872e-06 6.32999e-05 0.000122127 0.000185927 -0.000122036 0.00032424 0.000171529 0.000416343
internal_weight=0 0.0121166 0.0107723 0.00971299 0.00869098 0.00738952 0.00229022 0.0050993 0.00391362 0.00289728
internal_count=3121 2606 2374 2189 2054 1577 194 1383 1238 489
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=9
num_cat=0
split_feature=2 16 15 47 2 52 0 4
split_gain=2.76907e-05 4.97007e-05 7.68801e-05 6.1062e-05 8.02147e-05 6.93758e-05 8.23936e-05 0.000176789
threshold=-1.0000000180025095e-35 -0.5048999999999999 -0.13578499999999996 0.11402500000000002 0.10981000000000002 -0.088204999999999992 0.089620000000000019 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.01340604543362213 0.017062560094367941 -0.03057387300805994 -0.034331102611001217 0.020998662687968898 0.015364234072934961 0.025060040125341045 -0.027941508048450595 -0.025740625064287009
leaf_weight=0.0013429405169238995 0.0012094767957339719 0.0010051943534715004 0.0010099738695918698 0.0010698061727983342 0.0015126089904472922 0.001662508235006825 0.0011179017598773738 0.0011651356287238821
leaf_count=199 189 289 421 96 336 1261 49 281
internal_value=0 -0.00191021 -0.00459624 -0.00113209 -0.00479244 -0.010945 -0.00495867 0.00412754
internal_weight=0 0.00975261 0.00854313 0.00753793 0.00646813 0.00495552 0.00394555 0.00282764
internal_count=3121 2922 2733 2444 2348 2012 1591 1542
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=11
num_cat=0
split_feature=52 52 51 42 4 1 47 16 2 4
split_gain=9.70971e-05 0.00011296 0.000103574 7.14759e-05 5.90278e-05 0.000104751 0.000108807 0.000119137 8.19665e-05 5.04275e-05
threshold=-0.26636999999999994 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 -0.0016099999999999997 0.094385000000000011 0.093140000000000014 -0.52595999999999987 0.10097500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 -6 7 -7 9 -5
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.00057628908271045742 0.00062913041183051749 -0.00060796481956035373 -0.00041783972257529662 0.00025013524887057775 -0.00050978955877216739 -0.00019968176449780347 -0.00040512577397731187 0.00064088871680418398 -5.7650840450461056e-05 0.00086810590276570647
leaf_weight=0.0010307322651415514 0.0011714666947194004 0.0010154723578532582 0.0011091618394986373 0.0010070409277580521 0.0012714403439387156 0.0010116493357332779 0.0010325440506405471 0.0018048240850015293 0.0013798012453491992 0.0010238253671611109
leaf_count=354 284 253 681 85 264 70 88 237 145 660
internal_value=0 5.11977e-05 -1.23387e-05 5.04023e-05 0.00011128 -2.18328e-05 0.000139353 0.000338964 0.000311123 0.000561674
internal_weight=0 0.0118272 0.0106558 0.00964029 0.00853113 0.00512046 0.00384902 0.00281647 0.00341067 0.00203087
internal_count=3121 2767 2483 2230 1549 659 395 307 890 745
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=9
num_cat=0
split_feature=47 4 12 4 15 13 16 1
split_gain=2.94273e-05 6.87359e-05 6.52342e-05 6.42955e-05 7.42763e-05 6.89388e-05 5.80956e-05 5.50334e-05
threshold=0.11926500000000002 0.24564500000000003 0.098330000000000015 -0.0016099999999999997 -0.022504999999999997 -0.084034999999999985 -0.070454999999999976 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -3
right_child=-2 7 -4 6 5 -7 -8 -9
leaf_value=0.030534400646140769 -0.015372444753125611 0.0015834059786932295 -0.026790394032790783 -0.02920603467977383 0.020768616702762487 -0.011535850383373512 0.0034833156799940427 0.02986745118100775
leaf_weight=0.0010684658340687882 0.001126171001852431 0.0014388426970211035 0.0010277032081502145 0.0011237825814919232 0.0010132557634555948 0.0018980437127825514 0.0010531642204194577 0.0013181534404051139
leaf_count=415 112 149 403 239 375 948 231 249
internal_value=0 0.00168348 -0.0034675 0.00042565 0.00798372 -0.000292525 -0.0133916 0.0151064
internal_weight=0 0.00994141 0.00718442 0.00615671 0.00397977 0.0029113 0.00217695 0.002757
internal_count=3121 3009 2611 2208 1738 1323 470 398
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=9
num_cat=0
split_feature=50 15 15 150 3 1 2 3
split_gain=2.5466e-05 5.34524e-05 6.82362e-05 0.000132384 0.000100044 8.94106e-05 4.76709e-05 8.58349e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.016799999999999995 0.081835000000000019 -0.074084999999999998 0.10471500000000002 0.10097500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -4
right_child=-2 2 5 -5 -6 -7 -8 -9
leaf_value=0.022949670124287933 -0.015126987331367671 0.0015565578433303254 -0.01354558650580324 0.012611932053478464 -0.037895044352179018 0.03266824593971162 -0.016174591557039871 0.025626377135049196
leaf_weight=0.0010396962244160089 0.0010164564932274136 0.0010209564685376405 0.0010014078948950313 0.0016383105947102034 0.0017353178412608567 0.0010818242364213767 0.0012203147441067911 0.0012673103512625
leaf_count=219 579 440 548 280 286 129 179 461
internal_value=0 0.00148597 -0.00100312 -0.00990048 -0.0232817 0.00755113 -0.000236792 0.00833595
internal_weight=0 0.0100051 0.00896544 0.00439458 0.00275627 0.00457086 0.00348903 0.00226872
internal_count=3121 2542 2323 1006 726 1317 1188 1009
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=8
num_cat=0
split_feature=3 51 484 52 47 13 16
split_gain=2.70307e-05 4.79769e-05 4.78571e-05 5.24992e-05 9.99434e-05 0.000121667 7.0403e-05
threshold=0.16158000000000003 0.08955500000000001 0.084040000000000017 -0.088614999999999985 0.092710000000000015 0.0076650000000000008 -0.27167499999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.019874128648046885 0.014855839000322746 -0.017873919219734868 0.020427363710364396 0.00025032559309905671 -0.022550020530045019 -0.012137702205044974 0.032845399227802489
leaf_weight=0.001301720522500379 0.001095993380980975 0.0015462270845374099 0.0011311912598000115 0.0010157520106744255 0.0012681885925655964 0.001699025125688639 0.0019062519913010366
leaf_count=501 156 362 306 220 171 228 1177
internal_value=0 -0.0016978 0.00130767 -0.0017 0.00231711 0.0091416 0.0215146
internal_weight=0 0.00986836 0.00832213 0.00719094 0.00588922 0.00462103 0.002922
internal_count=3121 2965 2603 2297 1796 1625 1397
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=11
num_cat=0
split_feature=484 15 52 16 133 13 4 42 15 49
split_gain=0.000133109 8.78191e-05 6.02545e-05 7.06084e-05 8.55779e-05 7.80598e-05 7.65712e-05 0.000131917 0.000139058 8.2032e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.24456499999999998 -0.014034999999999997 1.0000000180025095e-35 0.00084500000000000016 -0.080924999999999983 0.088060000000000013 -0.036009999999999993 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 8 9 -8
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00068655242481147104 0.00051894095912578939 -0.00046524675116096454 0.00035987671329713779 0.00017469339365978987 -0.0002071049048795409 0.00086492494772390455 0.0002616994972940215 0.00040025218213403808 -0.0009847200636545195 -0.00045369365843480675
leaf_weight=0.0010202426443139392 0.0013672703217756281 0.0010075484831312482 0.0011269682401164405 0.0016551601608758189 0.0011258390780782704 0.0010169970851326565 0.0011035451099160405 0.0010507218598662786 0.0010621395092257633 0.0013955544129768134
leaf_count=515 232 326 494 249 234 74 102 366 267 262
internal_value=0 5.13976e-05 -9.22734e-06 3.89498e-05 0.000246342 0.000437389 -9.83012e-05 -0.000210261 -0.000390389 -0.000137792
internal_weight=0 0.0119117 0.0105445 0.00953693 0.003798 0.00267216 0.00573893 0.00461196 0.00356124 0.0024991
internal_count=3121 2606 2374 2048 557 323 1491 997 631 364
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=11
num_cat=0
split_feature=484 4 12 39 43 16 2 15 48 16
split_gain=0.000143379 9.64084e-05 7.01614e-05 7.57903e-05 0.000114124 0.000140393 0.000139555 0.000142718 8.39492e-05 0.000117848
threshold=-1.0000000180025095e-35 0.42051500000000003 0.11650500000000001 0.092870000000000022 -0.20207499999999998 0.15891500000000003 0.098260000000000014 -0.074054999999999996 0.085875000000000021 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 9 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0006934113944086081 0.00072481173928621093 0.00063835740305066976 -0.00045250083580505797 -0.00040147366583765829 0.00051033583556955398 -0.00057394521040181475 0.0010633706792952538 0.00014897936011367771 -0.00057549892157990399 -0.00026426193264915111
leaf_weight=0.0010630310431911016 0.0010542300124119124 0.0010071966998266646 0.0011556637093279231 0.0012245813807283306 0.0013481157255162493 0.0012205155314633839 0.0010310314646866574 0.0018054059981236889 0.001009474037946519 0.0017167966761755273
leaf_count=515 104 216 104 92 466 335 166 190 178 755
internal_value=0 5.65241e-05 5.85576e-06 5.67394e-05 0.000117826 3.91306e-05 0.000147405 0.000481356 -8.50787e-05 7.64484e-05
internal_weight=0 0.012573 0.0115658 0.0104102 0.00918557 0.00813134 0.00691082 0.00283644 0.00407439 0.00306491
internal_count=3121 2606 2390 2286 2194 2090 1755 356 1399 1221
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=8
num_cat=0
split_feature=376 1 42 3 0 15 49
split_gain=2.74725e-05 5.04682e-05 6.89385e-05 9.77667e-05 8.32743e-05 7.5516e-05 5.77869e-05
threshold=0.048375000000000008 0.12500000000000003 0.091735000000000025 -0.10023499999999998 -0.10151999999999999 -0.015744999999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.035266163429401802 0.014945152714365962 0.014334029821667635 -0.028445895129796762 -0.016074473117591508 -0.030369097993226103 -0.00021770365628641234 0.01042378509886552
leaf_weight=0.001042079973105528 0.0011005474599374383 0.0016365388243298378 0.0010798017664755567 0.001466955350270238 0.0013852490629333502 0.0014129959280556985 0.0018747788930959554
leaf_count=112 166 234 560 146 1472 245 186
internal_value=0 -0.00170959 -0.00488757 -0.00134564 -0.009754 0.0148438 -0.00120843
internal_weight=0 0.0098984 0.00826186 0.00718206 0.00472698 0.00245508 0.00334173
internal_count=3121 2955 2721 2161 1804 357 332
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=9
num_cat=0
split_feature=0 1 47 0 52 3 0 0
split_gain=2.40623e-05 8.70062e-05 8.78286e-05 6.23017e-05 7.88939e-05 6.15816e-05 7.1831e-05 1.28516e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 -0.14116499999999996 -0.0064899999999999992 0.076840000000000006 0.11070500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -2
right_child=5 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.028069503797473801 0.016427749505087848 -0.016145883320082034 -0.020349770254464068 0.025989396733030336 0.019685609096950094 -0.0132654728103801 -0.0064006281512663833 0.032361548892576295
leaf_weight=0.001214087938760767 0.0010125897450432319 0.0013883218383377721 0.0013506424874622615 0.0014150222222741489 0.00110244408000283 0.0012495180164341924 0.0012103077371710749 0.001012193284401127
leaf_count=1567 194 109 204 556 112 125 141 113
internal_value=0 -0.00394125 0.0016317 0.00923301 -0.000286418 0.0055899 0.0128726 0.0243931
internal_weight=0 0.00647052 0.00525643 0.00390579 0.00249077 0.00448461 0.00323509 0.00202478
internal_count=3121 2548 981 777 221 573 448 307
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=11
num_cat=0
split_feature=484 52 52 16 43 4 1 2 16 0
split_gain=0.000142915 9.93108e-05 0.000147651 7.4024e-05 0.0001372 0.000167181 9.57199e-05 5.96877e-05 5.94242e-05 0.000118309
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 0.23311500000000004 -0.090299999999999991 -0.0024449999999999997 0.094385000000000011 0.099515000000000006 -0.5315899999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6 -8 -10
right_child=1 2 3 -5 5 6 8 -9 9 -11
leaf_value=-0.00070927205255106706 -0.0005383708453431576 0.00080203304613956684 -0.00054088213966462851 0.00053381085315511189 0.00072480373266598343 -0.00059062210801571048 -0.00029457540228062769 0.0001177202110658027 -0.00024582615902236693 0.00067695531612025175
leaf_weight=0.001031204236551485 0.0010059494637804514 0.0010569659874029224 0.0016257302555756888 0.0010122195866053554 0.0015871798090879774 0.0012753786553073351 0.0012861227983147479 0.0010246140199669986 0.0010174920500873215 0.0011245350372122401
leaf_count=515 318 206 316 34 928 284 79 161 55 225
internal_value=0 5.13617e-05 0.000105243 3.12484e-05 -2.56469e-05 8.88571e-05 -0.000132027 0.000486643 3.85846e-05 0.000238622
internal_weight=0 0.0120162 0.0110102 0.00995327 0.00894105 0.00731532 0.00470353 0.00261179 0.00342815 0.00214203
internal_count=3121 2606 2288 2082 2048 1732 643 1089 359 280
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=10
num_cat=0
split_feature=484 41 150 3 49 2 2 15 2
split_gain=0.000129314 7.73334e-05 0.000124636 0.000175407 8.28378e-05 6.3906e-05 7.55533e-05 0.00011825 8.09271e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 0.11237500000000002 0.084055000000000005 -0.016799999999999995 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00067718049999141881 0.00072633711955717608 -0.00045329085792846321 -0.00049513979995838677 -3.4691484681454521e-05 -0.00038676706430063702 0.00058132773818320258 -0.00047573749368784587 0.00079586690891551739 0.00018889263044402494
leaf_weight=0.0010158715796036609 0.0017975701122514036 0.0010660252939730325 0.0012066987625506719 0.0017073216788038694 0.0013884511380878187 0.0010594749699479088 0.0015261851761769682 0.0010734065741715062 0.0013080371601717879
leaf_count=515 187 144 108 223 470 221 685 397 171
internal_value=0 5.10919e-05 9.96758e-05 0.000172468 4.89862e-05 0.000139634 5.62916e-05 0.000285918 -0.000169
internal_weight=0 0.0121332 0.0110671 0.00986045 0.00806288 0.00667443 0.00561495 0.00278073 0.00283422
internal_count=3121 2606 2462 2354 2167 1697 1476 620 856
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=9
num_cat=0
split_feature=52 52 16 13 0 1 1 16
split_gain=2.65402e-05 8.45372e-05 0.000102149 8.32882e-05 0.000145776 9.42307e-05 0.000103512 5.27335e-05
threshold=0.17829500000000004 0.10347000000000002 0.22339500000000004 -0.010384999999999998 -0.084044999999999995 0.11181500000000001 0.094825000000000007 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.0020011952665852633 -0.015436325261628556 0.029048527962950488 -0.02724696404209493 0.0076820726311802798 0.043671506016323275 -0.025951465416473952 0.02873793506074674 -0.024126934117609675
leaf_weight=0.0017569885477536895 0.0010167227350825628 0.001003523369254646 0.0013198773800409107 0.0010030164384960336 0.0011603609857720745 0.0015078557599802842 0.0011290515653743782 0.0010849099952309959
leaf_count=806 359 224 425 209 514 103 137 344
internal_value=0 0.00152446 -0.00155754 0.00287927 0.0161649 -0.00532395 0.00434454 -0.00884624
internal_weight=0 0.00996558 0.00896206 0.00764218 0.00291735 0.00472483 0.00321698 0.00208793
internal_count=3121 2762 2538 2113 1320 793 690 553
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=11
num_cat=0
split_feature=41 484 51 150 3 2 2 2 15 16
split_gain=0.000114668 0.000107796 8.78272e-05 0.000122283 0.000141472 0.000149738 9.34944e-05 0.000153908 0.000148463 8.91613e-05
threshold=0.07831500000000001 -1.0000000180025095e-35 0.095050000000000009 0.11456000000000001 -0.10831999999999999 0.11389000000000002 0.097845000000000015 0.084055000000000005 -0.033689999999999991 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 7 8 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0005594777100500054 -0.00063913101217110508 0.00015213530273944399 0.00059610753884541427 -0.00060645291144051177 -0.000161040048352857 -0.00063669736951156293 0.00050535759623020671 -0.00045933225663797895 0.00076714420430479735 0.00096646592961183934
leaf_weight=0.0010437269742074864 0.0010179566934819658 0.0010239467942387663 0.0012199636566752421 0.0010154652776489257 0.0014322849376101486 0.0012460841868500196 0.0016669012236236449 0.0019247092558208004 0.001232791379284589 0.0010439808410032669
leaf_count=498 151 108 223 94 216 259 251 818 395 108
internal_value=0 4.45298e-05 9.79274e-05 4.05164e-05 0.000109161 -1.59947e-05 0.000107625 -3.68225e-05 0.000268313 0.000563245
internal_weight=0 0.0128499 0.0118061 0.0105862 0.0095707 0.00750277 0.00625669 0.00458979 0.00266508 0.00206793
internal_count=3121 2970 2472 2249 2155 1939 1680 1429 611 216
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=9
num_cat=0
split_feature=1 52 52 49 13 2 13 1
split_gain=2.49821e-05 4.73239e-05 6.79453e-05 5.66478e-05 0.000126534 9.73084e-05 0.000119733 8.57542e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.080089999999999981 0.0076650000000000008 0.11215000000000001 -0.063184999999999977 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.016099695985335928 0.014961245105600325 -0.020131766671120339 0.023527319850260322 -0.013942583840167562 -0.032444406764404368 -0.023693610764743675 0.0051514764050991707 0.044192736836054847
leaf_weight=0.0013530558349007802 0.001007724744093756 0.0012060449570865739 0.0011610352690544917 0.0013642525769650827 0.0014420869944746619 0.0011729638169143421 0.001191828767104621 0.0010656647341735128
leaf_count=208 169 462 214 816 346 236 537 133
internal_value=0 -0.00156135 0.000998018 -0.00244834 -0.00647228 0.00133926 0.00944658 0.0235812
internal_weight=0 0.00995693 0.00875089 0.00758985 0.0062368 0.00479471 0.00362175 0.00225749
internal_count=3121 2952 2490 2276 2068 1722 1486 670
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=9
num_cat=0
split_feature=376 43 16 157 4 16 151 2
split_gain=2.21615e-05 5.4565e-05 0.000107336 5.51484e-05 8.82745e-05 0.000130348 7.16294e-05 0.00013603
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.06266999999999999 -0.070499999999999993 -0.071854999999999988 -0.0083949999999999979 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.017815488303804864 0.013577885357773357 0.021844229475264848 -0.03201837871042508 0.019004434677797711 -0.019458824047111151 -0.036707133984069155 -0.016605804356326706 0.031184668616152766
leaf_weight=0.0012696698332751106 0.0010774271874833393 0.0010099564163502271 0.0012084489530590726 0.0013848209586598392 0.001234914207968037 0.0013030246136705717 0.0010640239948101155 0.0013528827462053461
leaf_count=189 166 331 436 874 145 459 219 302
internal_value=0 -0.00152969 -0.00439973 0.000141423 -0.003316 -0.00955429 0.000134247 0.0101453
internal_weight=0 0.00982774 0.00855807 0.00734962 0.00633967 0.00495485 0.00365182 0.00241691
internal_count=3121 2955 2766 2330 1999 1125 666 521
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=7
num_cat=0
split_feature=151 48 51 1 0 13
split_gain=2.20553e-05 5.67207e-05 8.34097e-05 7.28371e-05 5.99586e-05 4.35874e-05
threshold=-0.08718999999999999 0.091545000000000015 1.0000000180025095e-35 0.11230000000000001 -0.084044999999999995 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.014038636990662327 -0.021011519189556321 0.014076214860059014 -0.028760484121706471 0.015332572011092553 0.018242445182299415 -0.0077528936861691114
leaf_weight=0.0010097281126414158 0.0019359977741129704 0.001892478351083862 0.0012625209363337038 0.0019837727989486086 0.0010290351580084173 0.0017284131445314435
leaf_count=258 832 311 378 293 119 930
internal_value=0 -0.00148103 -0.00518918 -0.000732341 -0.00752248 0.00194815
internal_weight=0 0.00983222 0.00793974 0.00667722 0.00469345 0.00275745
internal_count=3121 2863 2552 2174 1881 1049
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=9
num_cat=0
split_feature=484 52 52 15 15 1 2 3
split_gain=0.000106951 6.74293e-05 0.000153005 6.67473e-05 0.00014422 0.000111983 7.48319e-05 0.000161692
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.090859999999999982 -0.03241999999999999 -0.095869999999999983 0.111945 0.10097500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5
right_child=1 2 3 6 -6 -7 -8 -9
leaf_value=-0.0006160195689903533 -0.00043581440387569756 0.00082193813894231981 -0.00041624144716532926 -0.00048815769086526264 0.00061047222305526732 0.00031503626534418021 -0.00045449084698471245 0.00042904150107045256
leaf_weight=0.0010141410160721407 0.0010176170140166882 0.0010027154201176025 0.0017234653318727402 0.0012716483437067222 0.0018610544657075134 0.001510883841939759 0.0018615769487455363 0.0017640670542291631
leaf_count=515 328 196 260 424 341 217 167 673
internal_value=0 4.7068e-05 9.17584e-05 1.84886e-05 0.000175595 -7.46346e-05 -0.000144973 4.48306e-05
internal_weight=0 0.012013 0.0109954 0.0099927 0.0050954 0.00323435 0.00489729 0.00303572
internal_count=3121 2606 2278 2082 818 477 1264 1097
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=9
num_cat=0
split_feature=159 160 52 3 42 2 2 16
split_gain=2.1749e-05 5.36813e-05 6.21868e-05 8.11291e-05 8.56842e-05 7.6609e-05 0.000168346 4.70542e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10744000000000002 -0.14989499999999997 0.081660000000000024 0.10613000000000002 0.092120000000000021 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.020269903616590042 0.010945219142009466 -0.028072865811618497 0.024111672397971854 0.0032888005919818938 0.025522875621670202 -0.023471642328578887 0.037701739864172967 -0.026038179987804416
leaf_weight=0.0013538036441464512 0.0015460818414423953 0.0010279943814057177 0.0010366476122283322 0.0011088046970513235 0.0012573836145826417 0.0013979337138768904 0.0010388992875084392 0.0010799592292953485
leaf_count=684 527 153 174 134 654 197 162 436
internal_value=0 -0.00186314 0.00127228 -0.00215364 0.0023755 -0.00391669 0.00455276 -0.0111814
internal_weight=0 0.00930143 0.00794762 0.00691097 0.00588298 0.0046256 0.00322766 0.00218876
internal_count=3121 2594 1910 1736 1583 929 732 570
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=9
num_cat=0
split_feature=1 0 151 47 0 52 52 47
split_gain=2.3564e-05 9.43556e-05 3.83177e-05 5.59135e-05 8.14119e-05 6.85195e-05 6.64654e-05 6.28357e-05
threshold=0.077565000000000009 0.051010000000000007 1.0000000180025095e-35 0.086380000000000012 -0.14116499999999996 -0.010034999999999999 -0.0087299999999999982 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -6 -5
right_child=2 -3 -4 7 6 -7 -8 -9
leaf_value=-0.027230555194216428 -0.01888338917255189 0.008283320928892288 -0.014643969464451682 -0.024374169277715196 0.04480230339378112 0.017087635167979242 0.0096529206750513175 0.0080974721114142733
leaf_weight=0.0013474469553887451 0.0010868913497347615 0.0016819772506250497 0.0010742703958330907 0.0010816488043692391 0.0010182751090141947 0.0010327013495268871 0.0011405389951229124 0.0013270975065641864
leaf_count=1561 107 75 121 151 341 131 489 145
internal_value=0 -0.00751277 0.00288647 0.00570268 0.0125638 -0.0013577 0.0262323 -0.00648394
internal_weight=0 0.00302942 0.00776142 0.00668715 0.00427841 0.00211959 0.00215881 0.00240875
internal_count=3121 1636 1485 1364 1068 238 830 296
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=10
num_cat=0
split_feature=484 4 16 12 0 15 15 48 0
split_gain=0.000183512 0.000112587 9.5892e-05 7.09847e-05 9.02115e-05 0.000106304 0.000189781 0.000236206 3.6805e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 -0.51370499999999997 0.098810000000000023 0.051010000000000007 1.0000000180025095e-35 -0.016799999999999995 0.083985000000000018 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00078877575913779117 -0.0007620560831724843 0.00011814052495315736 0.00089807920173216871 -0.00041188880601920479 0.00046645475557379189 -0.00050303829254366857 0.0006922939250866688 5.1349578070799734e-06 0.00053057131185504502
leaf_weight=0.0010401621445402564 0.0014586450045074744 0.0014682176413873863 0.0010321156615586391 0.0015458855576056902 0.0015827026102042813 0.001552933970483286 0.0014123679848599933 0.001016069787320717 0.0010342418476519941
leaf_count=515 349 113 245 353 137 893 186 40 290
internal_value=0 6.94759e-05 0.000440092 -2.7023e-05 4.6821e-05 -5.5763e-05 8.53756e-05 -0.000158911 0.000270182
internal_weight=0 0.0121032 0.00250033 0.00960285 0.00805696 0.00647426 0.00492132 0.00350896 0.00205031
internal_count=3121 2606 358 2248 1895 1758 865 679 330
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=12
num_cat=0
split_feature=484 4 12 42 39 2 13 13 16 1 15
split_gain=0.000145386 0.000167976 0.000108345 0.000113253 0.000108839 0.000123662 0.000257312 0.000128839 8.38238e-05 4.89113e-05 3.33911e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.098810000000000023 0.091735000000000025 0.092870000000000022 0.096015000000000017 -0.00051499999999999994 -0.033284999999999988 -0.013324999999999998 0.12205500000000001 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9 -4 -8
right_child=1 -3 9 -5 -6 6 10 8 -10 -11 -12
leaf_value=-0.00070012211363384925 -0.00046574401785438949 0.00080380487580277327 -0.00072131385976817192 -0.00055261794311839277 -0.00042073108973618293 0.0012782407050418272 0.0003527686157995118 -2.6130635500498188e-05 0.00066326699785956074 -0.00012058820363103616 -0.00013833226168924199
leaf_weight=0.0010749412822080801 0.00144852439901155 0.0010455149022105736 0.0010451411367305352 0.0010029092772296756 0.0011413248445617426 0.0011196210926633504 0.0011109232776956024 0.0016680560543601366 0.0011425567441834745 0.0010392530428902091 0.0010219507692569348
leaf_count=515 587 216 326 358 71 190 99 450 154 44 111
internal_value=0 5.06847e-05 -1.63835e-05 7.11329e-05 0.000143428 0.000229147 0.000517042 9.2956e-06 0.00025412 -0.0004218 0.000117461
internal_weight=0 0.0127858 0.0117403 0.00965587 0.00865296 0.00751163 0.0032525 0.00425914 0.00281061 0.00208439 0.00213287
internal_count=3121 2606 2390 2020 1662 1591 400 1191 604 370 210
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=9
num_cat=0
split_feature=14 2 2 42 12 160 16 15
split_gain=2.14992e-05 6.07556e-05 5.8439e-05 5.52063e-05 7.22979e-05 5.63999e-05 8.62416e-05 5.21912e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.11982500000000001 0.075730000000000006 0.091475000000000015 -0.010514999999999998 -0.25582999999999995 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.013205206491380857 0.023814655411438977 0.02957547884436644 -0.00169304308962204 -0.035550347066232134 0.00056864293195327286 0.019679426443635076 0.00083764953677844709 -0.026242611465569228
leaf_weight=0.0011119930646204196 0.0010121581238282124 0.0013047566232547764 0.0011029791525825575 0.0010337674169975954 0.0011945753705874837 0.0012209803246340809 0.0014920185054433071 0.0013607837888046494
leaf_count=161 221 234 271 897 384 105 248 600
internal_value=0 0.00147311 0.0152514 -0.00306248 -0.0161876 0.00268813 -0.0025609 -0.0120796
internal_weight=0 0.00972202 0.00240774 0.00731428 0.00222834 0.00508594 0.00407378 0.0028528
internal_count=3121 2960 505 2455 1281 1174 953 848
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=7
num_cat=0
split_feature=12 13 16 160 151 1
split_gain=2.11195e-05 4.8266e-05 8.61989e-05 4.33023e-05 0.0001014 9.2249e-05
threshold=0.11650500000000001 0.11217000000000001 0.15891500000000003 -1.0000000180025095e-35 -0.0083949999999999979 0.099660000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.010221358771050321 -0.013607735225533294 0.017759901628502283 -0.027270847220283459 -0.015540929062062595 0.00075675731552937719 0.032203884783425632
leaf_weight=0.0019508973080106171 0.0010357711354375817 0.0015236480891488774 0.0011298749224927318 0.0014135075855156963 0.0019366873041734029 0.0017996369947846412
leaf_count=818 147 168 419 281 1047 241
internal_value=0 0.00141067 -0.00161589 0.00246635 0.0072728 0.0159036
internal_weight=0 0.00975425 0.0082306 0.00710073 0.00514983 0.00373632
internal_count=3121 2974 2806 2387 1569 1288
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=8
num_cat=0
split_feature=151 15 15 52 13 0 0
split_gain=2.20696e-05 4.43207e-05 5.11122e-05 5.31188e-05 9.22154e-05 4.76776e-05 0.000103593
threshold=-0.08718999999999999 -0.24436499999999997 -0.095869999999999983 0.11434500000000002 -0.084034999999999985 -0.10836499999999999 -0.019414999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.01405914154130738 0.016179647294614269 -0.021029153075667072 0.022146635262293362 -0.021362607505727743 0.0094702101718686909 -0.035063997305424137 0.0042515488352297074
leaf_weight=0.0010080816044317703 0.0012398430507184243 0.0014683138175269816 0.0017856195783393968 0.0010415011872579776 0.0014811860313618565 0.0011843093374899348 0.0015438773743230068
leaf_count=258 240 291 528 376 137 1084 207
internal_value=0 -0.00148353 -0.00405849 -0.000517207 0.00310423 -0.00497357 -0.0128154
internal_weight=0 0.00974465 0.00850481 0.00703649 0.00599499 0.00420937 0.00272819
internal_count=3121 2863 2623 2332 1956 1428 1291
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=9
num_cat=0
split_feature=14 49 2 3 151 12 2 16
split_gain=2.13822e-05 4.38847e-05 6.48794e-05 6.80357e-05 7.59164e-05 3.7823e-05 9.03699e-05 8.14483e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.11448000000000001 -0.13309499999999996 -0.0083949999999999979 0.10266500000000002 0.096540000000000015 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.013204431613664615 -0.02348681395850678 0.020962649237990461 0.022640293257452739 -0.021847001824100376 0.0053411315024164937 0.023425702138829312 0.027138548568280726 -0.029764525645313785
leaf_weight=0.0011042735816763774 0.00145695009545364 0.0010327985130542715 0.0010335163713275182 0.0012102119479381473 0.0018053983868803187 0.0010044957962536843 0.0010232304774749693 0.0010425121443115712
leaf_count=161 218 567 248 356 1107 131 163 170
internal_value=0 0.00148855 -0.000856604 -0.00407616 0.00057075 0.0061352 0.0016486 -0.00750972
internal_weight=0 0.00960911 0.00857632 0.0075428 0.00608585 0.00487564 0.00387114 0.00284791
internal_count=3121 2960 2393 2145 1927 1571 1440 1277
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=11
num_cat=0
split_feature=132 42 40 0 47 52 15 160 4 1
split_gain=7.44811e-05 7.1402e-05 0.000111825 7.48131e-05 0.00011634 9.65199e-05 0.000124977 0.000114689 0.000152369 5.47939e-05
threshold=0.081240000000000021 -0.088934999999999986 -0.013874999999999998 0.12113000000000002 0.092530000000000015 -0.085984999999999992 -0.21699999999999997 0.086325000000000013 -0.059649999999999988 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -10
right_child=-2 2 3 -5 -6 6 7 -9 9 -11
leaf_value=-0.00050631134689392099 0.00052203535079183537 0.00054430646806018907 -0.00039017244775706964 -0.00052923746254406685 -0.00049820560661036442 -0.00033556074997845233 -5.0320211434148468e-05 -0.00019788756281245243 0.00053248126948046454 0.0011505426534093078
leaf_weight=0.0011096306764318197 0.0010093798506494349 0.0013469812103164462 0.0011918963155735417 0.001146347317478826 0.0014459313553948491 0.0011927548847246007 0.001061809467143059 0.0010027018139772241 0.0010617974185278658 0.0011474358146310211
leaf_count=298 321 267 360 109 248 126 730 105 446 111
internal_value=0 -3.30809e-05 1.64688e-05 -6.03891e-05 5.92899e-06 0.000115406 0.000225641 0.000382266 0.000560106 0.000853491
internal_weight=0 0.0117073 0.0105977 0.00925067 0.00810433 0.0066584 0.0054665 0.00427374 0.00327104 0.00220923
internal_count=3121 2800 2502 2235 2126 1878 1518 1392 1287 557
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=9
num_cat=0
split_feature=12 13 16 159 160 13 151 0
split_gain=2.29753e-05 4.9235e-05 7.20027e-05 4.17187e-05 9.46447e-05 6.7691e-05 4.71246e-05 9.45414e-05
threshold=0.11650500000000001 0.11217000000000001 0.15891500000000003 0.076905000000000015 -1.0000000180025095e-35 -0.084034999999999985 -0.0083949999999999979 -0.14454499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.027928221600642174 -0.01422782235429966 0.018067067808120639 -0.025223307049549504 0.019445465764348118 0.020873090700827678 -0.021232582539201392 0.026800448817173875 -0.016073540650090864
leaf_weight=0.0010857948457561927 0.001027915210447484 0.0015127484032440687 0.0011120352598962347 0.0011649794550665149 0.0016901249550133716 0.0010499212338853535 0.0010023390320528227 0.0010563620201226283
leaf_count=600 147 168 419 396 420 152 70 749
internal_value=0 0.00149677 -0.00157454 0.00215596 -0.00126689 0.00476567 -0.00399176 0.00480092
internal_weight=0 0.00967431 0.00816156 0.00704952 0.00588454 0.00479875 0.00310862 0.0020587
internal_count=3121 2974 2806 2387 1991 1391 971 819
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=10
num_cat=0
split_feature=484 132 133 160 13 12 47 4 1
split_gain=0.000117971 7.18779e-05 9.77867e-05 0.000143351 0.000178362 0.000201119 8.90266e-05 9.11629e-05 9.97479e-05
threshold=-1.0000000180025095e-35 0.080640000000000017 -0.0061299999999999992 -0.080409999999999995 -0.084034999999999985 0.092755000000000018 0.092165000000000011 0.26790000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -6
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.00064504211094377096 -0.00056393255962817156 0.00055130011830169603 -0.00052371292762365168 0.0010972743298369751 6.3743632915991863e-05 -3.4829265349923703e-05 0.0003893962414366868 0.00033785898228282481 -0.00061101223225046243
leaf_weight=0.0010124402696882898 0.0010473934501225536 0.0010146510337710269 0.0013640669072795637 0.0013915126723261151 0.0014976656220364671 0.0010651005749663933 0.0015227284473058079 0.0010791174727611125 0.0019248865405099673
leaf_count=515 692 283 383 238 358 52 116 117 367
internal_value=0 5.21524e-05 5.65596e-06 6.62531e-05 0.000161142 0.000606434 -2.04383e-05 -0.000159068 -0.000315748
internal_weight=0 0.0119071 0.0108925 0.00984508 0.00848101 0.00245661 0.0060244 0.00450167 0.00342255
internal_count=3121 2606 2323 1631 1248 290 958 842 725
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=9
num_cat=0
split_feature=48 12 16 13 52 1 48 3
split_gain=2.67819e-05 6.48259e-05 8.85123e-05 5.85244e-05 8.75648e-05 7.41168e-05 0.000124499 3.26809e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.10347000000000002 0.11181500000000001 0.016865000000000002 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 6 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.014687773047583572 0.0046988390355473877 -0.034102918354808782 0.005282699122843253 -0.019056628749483998 0.022452999020837111 -0.032794756792364925 0.02099297412722842 0.030237071712009313
leaf_weight=0.0011103189035584346 0.0010031558644149315 0.0012648649099234162 0.0010395479487699047 0.001790898909330462 0.0011020552040722211 0.001011866556229694 0.0013699353081914195 0.0010011890176963387
leaf_count=180 562 411 244 839 256 154 237 238
internal_value=0 -0.00171818 -0.0163356 0.00290939 -0.00261793 -0.00923943 -0.00169875 0.0174554
internal_weight=0 0.00958351 0.00230441 0.0072791 0.00527476 0.0041727 0.00316083 0.00200434
internal_count=3121 2941 655 2286 1486 1230 1076 800
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=8
num_cat=0
split_feature=2 4 49 15 42 2 43
split_gain=3.00748e-05 4.31827e-05 4.28195e-05 8.88266e-05 8.45943e-05 5.54339e-05 4.78778e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.0020949999999999996 -0.074054999999999996 0.088465000000000002 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.014201448608674803 0.0048990219886884444 0.014479678936361595 0.0015425923570685221 -0.033627409684148478 -0.025197592889568517 -0.0091914354716426255 0.027098801060143809
leaf_weight=0.0013054502788158286 0.0011061219277296317 0.0013581782375772433 0.0014871834815320833 0.0013038945825365241 0.0010743329922345279 0.0015600513584498633 0.0014456573578504957
leaf_count=199 192 259 824 319 703 328 297
internal_value=0 -0.00200331 -0.00480964 -0.015945 1.07742e-05 0.00603856 0.0141398
internal_weight=0 0.00933542 0.00797724 0.00241002 0.00556723 0.00449289 0.00293284
internal_count=3121 2922 2663 511 2152 1449 1121
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=7
num_cat=0
split_feature=1 0 3 2 3 15
split_gain=2.48584e-05 7.66121e-05 5.47882e-05 8.20045e-05 7.60693e-05 4.89374e-05
threshold=0.077565000000000009 0.051010000000000007 0.083060000000000009 0.082850000000000021 -0.077774999999999983 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.025633216640445905 -0.015108097029443504 0.0066735010603543102 0.0039827958013402033 0.029946452994546964 0.018051517559740927 -0.020199557998872696
leaf_weight=0.0013282317832072222 0.0014634491060918256 0.0016407763691230273 0.001946509491429679 0.0014445793528535963 0.0013120695620918372 0.0014679353570301382
leaf_count=1561 407 75 198 387 305 188
internal_value=0 -0.00777941 0.00300422 0.0106241 0.000567431 -0.00641366
internal_weight=0 0.00296901 0.00763454 0.0042201 0.00277552 0.00341444
internal_count=3121 1636 1485 1099 712 386
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=10
num_cat=0
split_feature=484 41 3 0 12 13 2 15 48
split_gain=8.33693e-05 7.88268e-05 0.00011898 0.000128012 8.1011e-05 0.000115769 9.71259e-05 0.00010073 8.03663e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.10519499999999998 0.010870000000000003 0.051320000000000005 -0.084034999999999985 0.081685000000000021 -0.074054999999999996 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10
leaf_value=-0.00053720763115366009 0.00097118051078100049 -0.0004661427732954586 0.00054422130791549378 0.00010727441738800147 1.9431411131680547e-05 -0.00078995525831923477 -0.00016162073906900615 -0.00040893923756352022 0.00057516501093883012
leaf_weight=0.0010405928439877173 0.0010750108741349644 0.0010739764460238827 0.0014672837166888469 0.0017058854103410015 0.0017521822963283504 0.0011097341618014856 0.0010912726899933761 0.0016900830163548183 0.0011897023077106729
leaf_count=515 126 144 167 126 437 1134 188 188 96
internal_value=0 4.10606e-05 9.02183e-05 0.000441235 -2.73852e-05 -0.000294416 0.000113139 -4.61435e-05 0.000222669
internal_weight=0 0.0121551 0.0110812 0.0027809 0.00830026 0.00286192 0.00543834 0.00397106 0.00228097
internal_count=3121 2606 2462 252 2210 1571 639 472 284
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=9
num_cat=0
split_feature=48 12 43 0 13 13 4 1
split_gain=2.66322e-05 5.10867e-05 8.14331e-05 7.08674e-05 6.6996e-05 6.34593e-05 4.82882e-05 0.000107334
threshold=-0.032929999999999994 0.051320000000000005 -0.043144999999999996 -0.053834999999999994 -0.084319999999999992 -0.067719999999999989 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 7 -4
right_child=1 3 6 5 -6 -7 -8 -9
leaf_value=0.014724822976595116 0.027417915859709565 -0.015863223192921532 -0.013305976862700443 -0.0054523962062228721 0.017308179539177099 -0.040873511371648408 -0.020590126488985075 0.026185349064495034
leaf_weight=0.0010984943831401214 0.0012413822392579937 0.0011343123474759388 0.0015025603052532749 0.0010010604277692968 0.0013143910326132643 0.0010223270260933969 0.0010282806313098442 0.0012698874841286512
leaf_count=180 271 624 159 66 1328 202 160 131
internal_value=0 -0.00172009 0.00518099 -0.00950079 0.0019422 -0.0233491 -0.00208197 0.00478257
internal_weight=0 0.0095142 0.00504211 0.00447209 0.0024487 0.00202339 0.00380073 0.00277245
internal_count=3121 2941 721 2220 1952 268 450 290
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=8
num_cat=0
split_feature=2 1 12 2 43 3 15
split_gain=2.7752e-05 3.55882e-05 8.56747e-05 7.41672e-05 6.85434e-05 6.11062e-05 8.35293e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.098810000000000023 0.082850000000000021 0.0010100000000000003 -0.013929999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.013728538197004703 -0.025144565485736743 0.012127023028464965 -0.029879608202099235 0.013676192848135552 0.026598966698927709 0.0037622358059704267 -0.031517293295119091
leaf_weight=0.0012894443614949016 0.0010158621116342758 0.0015083828619869167 0.0011478177059613152 0.0017051463319884877 0.0011001885561728372 0.0016787402414569566 0.0011180867109817877
leaf_count=199 495 208 398 1185 279 185 172
internal_value=0 -0.00192868 -0.00465876 -0.000284507 0.00422347 -0.00124464 -0.0103415
internal_weight=0 0.00927422 0.00776584 0.00661802 0.00560216 0.00450197 0.00279683
internal_count=3121 2922 2714 2316 1821 1542 357
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=9
num_cat=0
split_feature=2 4 12 47 3 2 1 2
split_gain=2.25393e-05 3.30588e-05 3.81363e-05 6.21339e-05 0.000119332 8.12897e-05 7.45904e-05 2.91147e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.040564999999999997 0.085270000000000026 0.090900000000000009 0.10444500000000002 0.086560000000000012 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.01237910334546341 -0.021340029806870664 0.012719147254033298 0.0035801123259779455 0.015629237140009598 0.031274768282137294 -0.0082091922471657659 -0.041463927184002845 -0.020335491276848448
leaf_weight=0.0012871352010351859 0.0011169526722620273 0.0013491321777987673 0.0010227854738688465 0.0016280539219043905 0.0010491732075528226 0.0010366144654586629 0.0010189604756566245 0.0010134057875636668
leaf_count=199 171 259 924 308 86 83 450 641
internal_value=0 -0.00174599 -0.0042207 -0.00139584 -0.00678741 0.0116517 -0.019376 -0.00832261
internal_weight=0 0.00923508 0.00788595 0.00676899 0.00514094 0.00208579 0.00305515 0.00203619
internal_count=3121 2922 2663 2492 2184 169 2015 1565
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=9
num_cat=0
split_feature=49 42 3 3 12 3 15 16
split_gain=2.256e-05 7.63452e-05 5.29992e-05 4.93597e-05 7.7941e-05 6.12345e-05 5.4634e-05 3.15039e-05
threshold=-0.043469999999999995 0.091465000000000005 0.0051600000000000005 0.10893000000000001 0.079890000000000017 0.14121000000000003 -0.09551999999999998 -0.014754999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 3 -1 4 7 -5 -6 -2
right_child=1 -3 -4 5 6 -7 -8 -9
leaf_value=0.022595433562170933 0.0087930399900046814 -0.027415109059493039 -0.0062800903998790963 -0.028900881806950218 0.01244916820036363 0.0038701093728405601 -0.017604857103205192 0.033422011205620876
leaf_weight=0.0012731474721845238 0.0010031027692697261 0.0010756495627926629 0.0012694088671736936 0.0010246854891644563 0.0010583159448327019 0.001285507865715357 0.0014116966761360504 0.0010769790914312563
leaf_count=294 175 621 131 65 192 128 1360 155
internal_value=0 -0.00264502 0.0081789 0.00123877 0.00728283 -0.0106655 -0.00472773 0.0215449
internal_weight=0 0.00793594 0.00254256 0.00686029 0.00455009 0.00231019 0.00247001 0.00208008
internal_count=3121 2696 425 2075 1882 193 1552 330
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 4
split_gain=2.14281e-05 4.37908e-05 6.05472e-05 7.29455e-05 4.85769e-05 7.50392e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018469332767001755 0.012754832717855333 -0.019767925174456861 0.022844639369168692 0.0072012222371291958 0.013289304396869393 -0.022131798573264475
leaf_weight=0.0013230062953115485 0.001166843654220596 0.0011757019882776215 0.0016857183301959245 0.0017089458159964847 0.0015967418735719813 0.0017810086154259751
leaf_count=632 368 713 467 577 180 184
internal_value=0 -0.00162412 0.00117985 0.00481642 -0.00115809 -0.00776813
internal_weight=0 0.00927112 0.00794812 0.00677241 0.0050867 0.00348995
internal_count=3121 2753 2121 1408 941 761
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=8
num_cat=0
split_feature=11 43 2 42 4 2 4
split_gain=2.18881e-05 5.91828e-05 6.04176e-05 5.57951e-05 4.39607e-05 4.73925e-05 6.85174e-05
threshold=0.080455000000000013 -0.052894999999999991 0.094835000000000017 0.085465000000000013 0.08184000000000001 0.10774000000000002 -0.031404999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3
right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=-0.011792128634192047 -0.014036904087061073 -0.022448266461698299 0.032376112019127067 0.020212106650937492 -0.016501731549107539 0.017359696647811937 0.0085036754659246379
leaf_weight=0.0011741219244150594 0.0010057506970998715 0.001313802766180311 0.001034865796118081 0.0010161843505295839 0.0019864121944714458 0.0013065155281265228 0.0015696910497308332
leaf_count=540 189 770 415 422 311 185 289
internal_value=0 0.00148441 0.0124641 0.00305612 -0.0042489 0.00155996 -0.00559892
internal_weight=0 0.00940159 0.00322517 0.00219031 0.00617642 0.00419001 0.00288349
internal_count=3121 2932 1377 962 1555 1244 1059
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 151 4 13 2
split_gain=4.79516e-05 0.00010086 0.0001165 8.22783e-05 9.8922e-05 8.8897e-05 0.00011006 9.61007e-05 4.23641e-05
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.0061450000000000003 -0.016164999999999995 -0.0029599999999999995 0.0076650000000000008 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.00039091680030034671 -0.00040060926214584595 0.00058895789334568712 -0.00064117130770268804 0.00077866462462725648 -1.2731905695495905e-05 1.8538709669769525e-05 -0.00054562412215243333 -0.00044208302432651548 0.0005695621244961995
leaf_weight=0.0013235254112927601 0.001012863216898076 0.0011724776451273308 0.0010367572176180314 0.0011489439519719704 0.0012879694281271031 0.0011199404374620759 0.0019524771415688393 0.0010463987398830329 0.001029600514649693
leaf_count=347 108 245 286 253 70 970 464 245 133
internal_value=0 4.5035e-05 -1.90875e-05 5.33067e-05 0.000360392 -6.23216e-05 -0.000178838 4.52413e-05 0.000282471
internal_weight=0 0.0111181 0.00994561 0.00890886 0.00243691 0.00647194 0.00514842 0.00319594 0.00214954
internal_count=3121 3013 2768 2482 323 2159 1812 1348 1103
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=9
num_cat=0
split_feature=1 0 151 47 0 47 52 4
split_gain=2.17253e-05 6.11437e-05 4.2494e-05 5.74868e-05 7.10275e-05 6.49353e-05 5.29487e-05 1.88956e-05
threshold=0.077565000000000009 0.051010000000000007 1.0000000180025095e-35 0.086380000000000012 -0.14116499999999996 0.11069000000000002 -0.010034999999999999 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2 -6
right_child=2 -3 -4 5 7 -7 -8 -9
leaf_value=-0.023395101908915011 -0.015821383811166472 0.0057450898682827036 -0.016040465118964481 -0.025275015604431347 0.016434455089937596 0.0083664108678311901 0.016130851108925408 0.035537816514157446
leaf_weight=0.0013067407758314336 0.0010592924840718693 0.0016038099960837826 0.001028238096441772 0.0010428138268695672 0.0010342412134907231 0.0012756097272953689 0.0010161046696400052 0.0010368656014283211
leaf_count=1561 107 75 121 151 599 145 131 231
internal_value=0 -0.00733789 0.00284233 0.00584561 0.0128967 -0.00676531 -0.00017772 0.0259982
internal_weight=0 0.00291055 0.00749317 0.00646493 0.0041465 0.00231842 0.0020754 0.00207111
internal_count=3121 1636 1485 1364 1068 296 238 830
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=8
num_cat=0
split_feature=11 43 15 0 13 4 4
split_gain=2.22624e-05 4.5544e-05 5.0666e-05 7.85002e-05 3.73993e-05 6.58679e-05 8.67078e-05
threshold=0.080455000000000013 -0.052894999999999991 -0.053579999999999996 -0.019414999999999998 -0.10664 0.08184000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6
right_child=-2 4 3 -5 5 -7 -8
leaf_value=0.029040308770311957 -0.014168020167998905 0.0087766570346904556 -0.016743702223703454 0.0215196534066446 -0.012752781665914273 -0.024724592011647947 0.02364536705368479
leaf_weight=0.0010618640958603258 0.0010024444685932743 0.0017643938640790127 0.0010755398206985956 0.0010691697514185331 0.0017631394886787576 0.0015891941600269396 0.0010408548797428206
leaf_count=651 189 233 636 90 983 208 131
internal_value=0 0.00151175 0.0111759 0.00233115 -0.0035209 -0.00845985 0.000758369
internal_weight=0 0.00936416 0.00320657 0.00214471 0.00615758 0.00439319 0.00280399
internal_count=3121 2932 1377 726 1555 1322 1114
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=8
num_cat=0
split_feature=52 15 3 3 150 15 3
split_gain=2.19584e-05 4.12588e-05 0.000109409 8.7818e-05 0.000135865 9.54411e-05 4.57141e-05
threshold=0.11434500000000002 -0.016799999999999995 0.10542000000000001 -0.10519499999999998 0.081835000000000019 -0.11345499999999999 -0.12711499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.017677410205413469 -0.011559853539406591 -0.017140441770202262 0.036529192283023933 -0.0055925418342241927 0.01497793747647164 -0.045552737529801761 0.0088792597632521477
leaf_weight=0.001329926730368049 0.0014183982001071465 0.0010701129898283677 0.0010828253981430488 0.0011597343998769136 0.0012057625311723552 0.0012333114850299558 0.0018297730538251991
leaf_count=118 501 186 75 311 246 540 1144
internal_value=0 0.00183612 0.00940554 -0.00428043 -0.0123949 -0.026187 -0.000722504
internal_weight=0 0.00891145 0.00398271 0.00492874 0.00359881 0.00239305 0.00289989
internal_count=3121 2620 1405 1215 1097 851 1330
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=8
num_cat=0
split_feature=133 43 3 0 49 15 15
split_gain=2.3811e-05 4.48355e-05 7.76703e-05 6.42525e-05 7.5844e-05 0.000105421 3.21702e-05
threshold=0.088525000000000006 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.006494999999999999 -0.055554999999999993 -0.11713499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.026290825470921153 -0.01357573700341331 -0.017166709814160897 -0.01073337979047116 -0.018593604509935392 -0.0113310329984112 0.037914148700047161 0.013416312888310217
leaf_weight=0.0013386236184686796 0.0011485728006491143 0.0011067487357781956 0.0019153731965977018 0.0014663699262175579 0.0010737820183441501 0.0012009587713514222 0.0010283464283645993
leaf_count=232 713 287 393 244 193 720 339
internal_value=0 0.00170135 0.00430399 -9.88272e-05 0.00509814 0.0142784 0.000775194
internal_weight=0 0.0091302 0.00802345 0.00668483 0.00521846 0.00330309 0.00210213
internal_count=3121 2408 2121 1889 1645 1252 532
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=8
num_cat=0
split_feature=1 42 13 2 0 48 15
split_gain=2.34077e-05 7.75956e-05 4.19837e-05 0.000122926 7.23482e-05 5.61578e-05 2.55235e-05
threshold=0.12500000000000003 0.092620000000000022 -0.036034999999999991 0.097845000000000015 -0.060129999999999996 0.086260000000000017 -0.095244999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.031734878359525716 0.010415770737598471 -0.027886404000388717 0.017223475628976258 0.012638231274056303 0.024374147588979871 -0.020211356509741495 -0.0041197345049876584
leaf_weight=0.001228546055966096 0.0017815499202966977 0.0010322310655888206 0.0012194380235836565 0.0012693905700477629 0.0015790324835369997 0.0010917294807511941 0.0010365796796553777
leaf_count=869 279 548 127 168 269 180 681
internal_value=0 -0.00219646 0.00137512 -0.00918554 0.0067295 -0.00159295 0.00741684
internal_weight=0 0.00845695 0.00742472 0.00249794 0.00492678 0.00334775 0.00225602
internal_count=3121 2842 2294 1037 1257 988 808
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=11
num_cat=0
split_feature=48 4 3 1 12 0 52 4 4 3
split_gain=7.65408e-05 9.34084e-05 7.66387e-05 6.64169e-05 0.000114781 6.98697e-05 8.35895e-05 0.000161661 0.000114232 5.92909e-05
threshold=0.12230500000000001 0.27834500000000006 -0.13309499999999996 0.12873500000000002 0.098810000000000023 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.062539999999999984 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.000584005300690559 -0.00050187032441147996 6.9245527811567231e-05 0.00080712620352842363 0.0004269728500410527 -0.0006628535175075606 0.00037503364719479871 -2.9050848720636408e-05 -0.0006988801195113209 0.00088115852695566416 -5.9400712138240366e-05
leaf_weight=0.0011065174419718883 0.0010519965311832019 0.0011492658116508681 0.0010227869482569525 0.0010577184997176978 0.0011728166116762879 0.001500141991698789 0.0011057924050342266 0.0010121365004132376 0.0010182581238200265 0.0012408168741482317
leaf_count=427 108 78 239 57 377 143 859 358 403 72
internal_value=0 5.09174e-05 0.000416702 -3.53087e-05 -9.52566e-05 6.39789e-08 -0.000102518 1.92038e-05 0.000407299 -0.000346686
internal_weight=0 0.0113863 0.00217205 0.0092142 0.00815648 0.00698366 0.00548352 0.004377 0.00212405 0.00225295
internal_count=3121 3013 317 2696 2639 2262 2119 1692 1262 430
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=7
num_cat=0
split_feature=11 43 12 2 43 15
split_gain=2.29694e-05 4.2284e-05 4.98181e-05 4.33824e-05 6.83645e-05 9.55822e-05
threshold=0.079915000000000014 -0.052894999999999991 0.051320000000000005 0.089885000000000007 0.0034250000000000005 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.026419388901832042 -0.013850391172608532 -0.015809534384340518 0.0006803395507864056 0.010654928573230775 0.021352553840598282 -0.026177565892729394
leaf_weight=0.0012605864430337416 0.0010718512145719604 0.0018927467843832414 0.0018637508259061952 0.0015337462479137246 0.0013103238022683468 0.0013032065632372658
leaf_count=282 199 827 1090 203 276 244
internal_value=0 0.00162089 0.0110654 -0.00326447 0.00246088 -0.00626476
internal_weight=0 0.00916436 0.00312434 0.00604002 0.00414728 0.00283695
internal_count=3121 2922 1372 1550 723 447
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=9
num_cat=0
split_feature=4 484 160 12 160 2 3 15
split_gain=7.2206e-05 6.09867e-05 0.000114811 8.56188e-05 6.44589e-05 0.000141714 0.000137055 5.90343e-05
threshold=-0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 -0.029094999999999999 0.086075000000000013 0.10672500000000001 0.076840000000000006 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00048228217988949788 -0.00049959989414517108 0.00045939286588984283 -0.0004089234579118888 -0.00010122215241630778 -0.00022645406707118732 -0.00020181744599434022 0.0010660265861371088 0.00045807091691119599
leaf_weight=0.0011207481942270706 0.0015567468654163188 0.0011898851849251263 0.0011869290246973021 0.0011838141374495184 0.001359521431319715 0.0018620421261940322 0.0010384571650230434 0.001874481436974967
leaf_count=156 629 324 285 119 265 300 53 990
internal_value=0 3.96102e-05 -1.00313e-05 7.95762e-05 0.000158804 0.000246702 0.000450562 0.000241578
internal_weight=0 0.0112519 0.010062 0.00850525 0.00731832 0.00595879 0.00409675 0.0030583
internal_count=3121 2965 2641 2012 1727 1462 1162 1109
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=7
num_cat=0
split_feature=1 2 4 15 47 1
split_gain=2.82752e-05 4.8944e-05 4.40022e-05 9.11051e-05 6.51534e-05 8.84172e-05
threshold=0.077565000000000009 0.10097500000000002 -0.034939999999999992 -0.016799999999999995 0.092530000000000015 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0025071938821817088 -0.012953211079470985 -0.024043380164051272 0.023241843369779063 0.033499398895774184 -0.015689812857342687 -0.0093049231990400497
leaf_weight=0.0016846427890571626 0.0013630670886510682 0.0011810745010637572 0.001909497696623325 0.0010636074728509774 0.0015576937438248699 0.0014828793155107906
leaf_count=1298 602 338 253 140 210 280
internal_value=0 -0.00843534 0.00326924 0.00694624 0.00124084 0.00901497
internal_weight=0 0.00286572 0.00737675 0.00601368 0.00495007 0.00339238
internal_count=3121 1636 1485 883 743 533
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=8
num_cat=0
split_feature=1 42 12 457 49 4 16
split_gain=2.35475e-05 6.20677e-05 4.26237e-05 5.18034e-05 8.40404e-05 5.76673e-05 2.28728e-05
threshold=0.12500000000000003 0.092620000000000022 -1.0000000180025095e-35 0.045365000000000009 -1.0000000180025095e-35 -0.10429499999999998 -0.15241499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.017141271063442133 0.010440059457431638 -0.025311577826400169 -0.025968598909316899 0.022857650165378576 -0.009277911116416156 0.026820403632598445 0.0075601477172561622
leaf_weight=0.0011046937571209696 0.0017821350434212681 0.0010221140663003786 0.0010166878226530746 0.0011990131360533176 0.0015189345188550175 0.0010317163133926163 0.001532408365145618
leaf_count=215 279 548 297 197 235 130 1220
internal_value=0 -0.00221217 0.000976916 0.00415453 -0.0002428 0.00616296 0.0153098
internal_weight=0 0.00842557 0.00740345 0.00629876 0.00509975 0.00408306 0.00256412
internal_count=3121 2842 2294 2079 1882 1585 1350
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=9
num_cat=0
split_feature=14 2 0 2 0 0 4 1
split_gain=2.34852e-05 4.89907e-05 6.62131e-05 5.51846e-05 4.65763e-05 0.000117875 6.00179e-05 2.64384e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.13134000000000004 0.11982500000000001 -0.060129999999999996 -0.10607499999999999 0.0052350000000000009 0.111945
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2 -6
right_child=1 3 -4 -5 7 -7 -8 -9
leaf_value=-0.013970532339528358 -0.010907306664401041 0.029111883802674918 -0.024192924977795374 -0.0023739045446369003 0.02555020288331214 -0.031128443287958454 0.020424926900074733 0.0026204269057774061
leaf_weight=0.0010764668566829146 0.0010470652608889682 0.001199202520594539 0.001171321906554397 0.0010389117132115608 0.0010114482831136678 0.0011613462383729318 0.0014691977584377824 0.0010000049286354846
leaf_count=161 153 234 63 271 184 1791 180 84
internal_value=0 0.00164938 -0.00254182 0.0144965 0.00191593 -0.00477574 0.00738698 0.0141505
internal_weight=0 0.0090985 0.00686038 0.00223811 0.00568906 0.00367761 0.00251626 0.00201145
internal_count=3121 2960 2455 505 2392 2124 333 268
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=8
num_cat=0
split_feature=52 3 52 3 12 4 1
split_gain=2.11459e-05 3.57538e-05 6.54256e-05 5.87277e-05 6.07801e-05 9.96722e-05 0.000106524
threshold=0.15116000000000002 -0.14477499999999996 0.070205000000000017 -0.10519499999999998 -0.010834999999999999 0.0052350000000000009 0.11061500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.01238257416118751 -0.013225182273061208 0.019950841519124195 0.023529002691112567 0.015876129170242111 -0.03112442635991854 0.02092789839972925 -0.022159635354756936
leaf_weight=0.0015258028213419065 0.0010805075800664589 0.0011740177457895858 0.0014454084894293777 0.0010902761129437657 0.0014868553904848697 0.0013071297220773421 0.0010227129955390542
leaf_count=253 377 96 644 334 1028 277 112
internal_value=0 0.0015756 0.0044053 -0.00014027 -0.00494717 -0.0108955 0.0020141
internal_weight=0 0.0090522 0.0075264 0.00608099 0.00490697 0.0038167 0.00232984
internal_count=3121 2744 2491 1847 1751 1417 389
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=9
num_cat=0
split_feature=1 0 151 47 0 47 52 4
split_gain=2.34382e-05 5.91553e-05 3.94272e-05 4.73147e-05 5.84146e-05 5.42734e-05 3.28503e-05 1.20112e-05
threshold=0.077565000000000009 0.051010000000000007 1.0000000180025095e-35 0.086380000000000012 -0.14116499999999996 0.11069000000000002 -0.012859999999999998 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2 -6
right_child=2 -3 -4 5 7 -7 -8 -9
leaf_value=-0.023767472969694271 -0.012282615712653841 0.0052853943912609981 -0.015399720371640016 -0.022750170994739461 0.016781883679790967 0.008555819187251212 0.01326084348067081 0.032256818116359408
leaf_weight=0.0012683386879229945 0.0010130238492025434 0.0015663279026586346 0.0010026430787357238 0.001017494717830662 0.0010029514865503976 0.0012150870563716739 0.0010009577158796492 0.001003323738682617
leaf_count=1561 106 75 121 151 598 145 132 232
internal_value=0 -0.00771397 0.00300929 0.00596118 0.0124436 -0.00571182 0.000412596 0.0245208
internal_weight=0 0.00283467 0.00725548 0.00625284 0.00402026 0.00223258 0.00201398 0.00200628
internal_count=3121 1636 1485 1364 1068 296 238 830
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 4 1 0 13
split_gain=6.90599e-05 9.29246e-05 0.000102605 0.000122329 0.000155427 6.97296e-05 0.000101468 7.29398e-05 0.000103802
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.043364999999999994 0.094385000000000011 -0.15931499999999996 0.0027400000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.00054866786761513791 -0.00049202538868600417 -0.00049251504590864376 0.00053282169693610307 0.00069561268702306265 -0.0006639252586337353 -0.00043174076859106949 -0.00022817967284261107 0.00081348753399004337 -1.4405257463288048e-05
leaf_weight=0.0012416346448155717 0.0010114570171776008 0.0015010142992634744 0.0011719047949634723 0.0010339506635506993 0.0012194023081880112 0.0014651780915770148 0.001115745460250353 0.0011154666790033443 0.0012180861776042856
leaf_count=407 170 642 837 163 85 418 88 244 67
internal_value=0 4.31974e-05 -2.05792e-05 6.43614e-05 -2.49764e-05 0.000103037 5.50179e-07 0.000184177 0.000381338
internal_weight=0 0.0110824 0.00984075 0.00833973 0.00730578 0.00608638 0.00491448 0.0034493 0.00233355
internal_count=3121 2951 2544 1902 1739 1654 817 399 311
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=8
num_cat=0
split_feature=484 160 42 49 52 15 1
split_gain=2.22541e-05 4.30442e-05 6.95424e-05 5.86654e-05 8.09796e-05 0.000125357 6.96659e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 -0.03241999999999999 0.11061500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.018688296847443289 0.01322239223558345 -0.021815710916961703 0.026738879803017687 0.020004184491819333 0.017858395938362078 -0.037151159800385289 -0.012717973668360669
leaf_weight=0.0012749566455964173 0.001129753346702231 0.0011254442510758517 0.0010511664522415273 0.0013281513144242463 0.0018726075706139225 0.0010361557805256293 0.0012754496871437218
leaf_count=632 368 713 149 302 321 425 211
internal_value=0 -0.00167084 0.00115093 0.005089 0.000960536 -0.00773319 0.00397428
internal_weight=0 0.00896393 0.00768898 0.00656353 0.00551236 0.00363976 0.0026036
internal_count=3121 2753 2121 1408 1259 938 513
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=7
num_cat=0
split_feature=1 13 4 0 15 3
split_gain=2.45042e-05 6.48464e-05 4.08159e-05 6.97548e-05 4.5551e-05 4.35881e-05
threshold=0.11230000000000001 -0.0025349999999999995 -0.0016099999999999997 -0.17169499999999996 -1.0000000180025095e-35 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.020552297826853513 0.026823658893164327 -0.0034126697255483203 0.0064290905391216754 -0.024301492065605258 -0.018514748555190679 0.0070034116554178964
leaf_weight=0.0011176183753777839 0.0011048518752715545 0.0019811841055676436 0.0012374296942071485 0.0018324597733529603 0.0011269474866916858 0.0016485908184396205
leaf_count=649 319 166 107 593 217 1070
internal_value=0 0.00741244 -0.00329248 -0.0119144 0.00350621 -0.00335769
internal_weight=0 0.00308604 0.00696305 0.00306989 0.00389316 0.00277554
internal_count=3121 485 2636 700 1936 1287
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=9
num_cat=0
split_feature=474 160 42 52 49 42 0 0
split_gain=5.92907e-05 9.18026e-05 6.8455e-05 7.6736e-05 0.000111174 0.000103625 7.53166e-05 0.000110768
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.091465000000000005 0.010870000000000003 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.00044176785201561071 0.00044823041367777295 -0.00037169584537445686 0.00059177496446864426 0.00061709986367765237 -0.00016614586410431233 -0.00064639390580058286 -0.00038435176987136941 0.00055227255626227509
leaf_weight=0.0017894263152020756 0.0010670193660714993 0.001296054923137102 0.0011525772726708209 0.0010170966661437325 0.0016178488024872204 0.0010070747113015786 0.0011397270288914687 0.0016839713144204637
leaf_count=736 344 708 134 129 115 389 112 454
internal_value=0 -3.64678e-05 4.48903e-05 0.000115762 3.85166e-05 -7.85172e-05 5.02429e-05 0.000200257
internal_weight=0 0.0107038 0.00891435 0.0076183 0.0066012 0.00544862 0.00444155 0.00330182
internal_count=3121 2777 2041 1333 1204 1070 681 569
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=7
num_cat=0
split_feature=52 157 13 1 16 0
split_gain=2.19716e-05 3.28057e-05 6.67766e-05 8.43558e-05 6.31159e-05 5.11728e-05
threshold=0.11434500000000002 -0.072409999999999988 -0.010384999999999998 0.11181500000000001 -0.056919999999999991 -0.084044999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.018120116719078164 -0.011662708984260176 -0.0023589995826205183 0.013550472423453917 -0.026435515867745799 -0.01610092475976263 0.023991332039454118
leaf_weight=0.0010872288357095363 0.0013911482653367257 0.001422434674417733 0.001830097357589989 0.0016102352712664852 0.0011812205276156428 0.0015294416769709108
leaf_count=369 501 734 454 119 339 605
internal_value=0 0.00187642 -0.000455492 -0.00795998 0.00191941 0.0112938
internal_weight=0 0.00866066 0.00757343 0.00462155 0.00301132 0.00295188
internal_count=3121 2620 2251 912 793 1339
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=7
num_cat=0
split_feature=1 13 13 48 4 16
split_gain=2.64242e-05 4.33432e-05 3.43936e-05 9.10437e-05 4.75733e-05 3.9041e-05
threshold=0.11230000000000001 -0.0025349999999999995 -0.13710499999999998 0.091545000000000015 -0.0016099999999999997 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.017475390546738811 0.023635874083676286 -0.0011284315560331469 0.016434866085413165 0.026510924450753755 -0.018468717334486229 -0.0080620802764451143
leaf_weight=0.0013915028448828089 0.001099204999975107 0.0019795318561549257 0.0011401850510640661 0.0010571760413522636 0.0018387557317338281 0.0015150343841062299
leaf_count=123 319 166 996 245 535 737
internal_value=0 0.0077132 -0.00341733 0.000106593 -0.00610484 0.00245722
internal_weight=0 0.00307874 0.00694265 0.00555115 0.00449398 0.00265522
internal_count=3121 485 2636 2513 2268 1733
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=10
num_cat=0
split_feature=147 151 151 4 52 15 52 13 2
split_gain=5.11329e-05 8.03242e-05 0.000126799 0.000103498 9.3319e-05 0.000110374 9.8496e-05 9.01723e-05 6.59054e-05
threshold=0.089025000000000007 -0.0083949999999999979 -0.086769999999999986 0.40473500000000007 0.11434500000000002 -0.10203999999999998 -0.12005499999999998 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 -8
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=0.0001019941816858931 0.00040633997373159847 -0.0005433159440030624 -0.00087180134811952004 0.00059250162903648701 -0.00054746797737367358 -0.0003875952395215601 0.00012021126227362059 -0.00017852901969139535 0.00068570555318469
leaf_weight=0.0010144093029349679 0.0010716277900995044 0.0010175796434288642 0.0010423301192118541 0.0011313796785435946 0.0011901065289233624 0.0010268907063984162 0.0013442272733334491 0.0011806531284466962 0.001930033681275463
leaf_count=241 124 175 221 237 396 382 837 175 333
internal_value=0 -4.2572e-05 -0.000391513 3.87897e-05 -4.26797e-05 4.97524e-05 0.000159843 0.000286031 0.000453545
internal_weight=0 0.0108776 0.00205674 0.00882087 0.00768949 0.00649938 0.0054818 0.00445491 0.00327426
internal_count=3121 2997 462 2535 2298 1902 1727 1345 1170
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=11
num_cat=0
split_feature=484 15 15 133 43 42 160 0 4 2
split_gain=0.000129731 9.46441e-05 0.000131339 8.16307e-05 0.000159065 9.99597e-05 6.78813e-05 9.64053e-05 2.58352e-05 2.3024e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.088525000000000006 -0.072864999999999985 -1.0000000180025095e-35 0.086870000000000017 -0.098289999999999975 -0.062539999999999984 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -7 -6
right_child=1 2 3 -5 6 8 -8 -9 -10 -11
leaf_value=-0.00067689051965646356 0.00054180864916092755 -0.00064857723942571299 9.09492339441091e-06 -0.00038860149777260745 0.00050756712331663685 0.00096427966750588495 -0.00050289876287966872 -0.00029742882420052367 0.00052368517885948015 0.00010650890281335372
leaf_weight=0.0010169289229479102 0.0013490781285468651 0.0011076839944507604 0.0011107040277468271 0.0013179461945114013 0.0011555733491541249 0.0010036006753582774 0.0011230666960635599 0.0017734661474450159 0.0010438885444314172 0.0010507420702043479
leaf_count=515 232 185 163 510 82 72 74 817 332 139
internal_value=0 5.24326e-05 -9.34589e-06 6.45728e-05 0.000136871 0.00048272 -7.71774e-05 4.29583e-05 0.000739648 0.000316566
internal_weight=0 0.0120357 0.0106867 0.00957899 0.00826104 0.00315819 0.00510285 0.00397978 0.00204749 0.00220632
internal_count=3121 2606 2374 2189 1679 567 1112 1038 404 221
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=9
num_cat=0
split_feature=147 52 1 11 4 48 16 133
split_gain=6.27094e-05 5.70724e-05 8.13865e-05 7.9711e-05 7.22995e-05 7.32684e-05 6.49346e-05 6.01705e-05
threshold=0.089025000000000007 0.17829500000000004 0.12811000000000003 1.0000000180025095e-35 -0.076779999999999987 0.082620000000000013 -0.014034999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0004986431895188468 0.00044372048782111059 -0.00049449595443939586 0.00047571324418724991 -0.00055854303259220768 -0.00057777790955145403 0.0001524832207919099 3.9957018149786907e-05 -8.8450231337806138e-05
leaf_weight=0.0015986555437007013 0.0010736528837528301 0.0010200883382087437 0.0011800660745945836 0.001130857973582311 0.001764369103872749 0.0018686189216432277 0.0010397872101482793 0.0011568400529746643
leaf_count=554 124 355 218 202 504 398 460 306
internal_value=0 -5.32365e-05 -7.01881e-06 -7.35741e-05 2.56084e-07 -0.000148292 -0.00034872 0.000252164
internal_weight=0 0.0107593 0.00973919 0.00855913 0.00742827 0.00467278 0.00280416 0.0027555
internal_count=3121 2997 2642 2424 2222 1362 964 860
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 4 16 0
split_gain=6.9613e-05 0.000106303 0.000131523 0.000152368 0.000131961 6.4421e-05 0.000137531 7.62929e-05 0.000115057
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.055319999999999994 0.0052350000000000009 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00051808016470927148 -0.00049317088235572887 0.00062169844857271105 0.00047050577115117625 0.00074567993684124343 -0.00063461090702337511 -0.00064054766877262061 -0.00045274655802649797 0.00046267616976856637 0.00041536934488924765
leaf_weight=0.0017127787698133267 0.0010265334526720635 0.0010924413219333988 0.0013255739245593996 0.0011368048070524439 0.0011541966199457021 0.0010689060483202372 0.0013597337552177305 0.0017281595020064351 0.0010328182958655786
leaf_count=697 170 333 864 163 41 377 146 171 159
internal_value=0 3.95308e-05 -2.09299e-05 7.57644e-05 -2.35346e-05 8.47204e-05 -1.38201e-05 0.000148752 -7.79978e-05
internal_weight=0 0.0116114 0.010519 0.00880619 0.00766939 0.00651519 0.00518962 0.00412071 0.00239255
internal_count=3121 2951 2618 1921 1758 1717 853 476 305
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=9
num_cat=0
split_feature=474 160 4 4 43 3 16 15
split_gain=6.4115e-05 7.41225e-05 6.739e-05 9.38352e-05 9.38365e-05 0.000134221 5.81687e-05 5.62779e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.181285 -0.0024449999999999997 -0.090299999999999991 0.088060000000000013 -0.070454999999999976 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -4
right_child=-2 2 7 6 5 -7 -8 -9
leaf_value=-0.00040997996241326067 0.00044354450841762086 -0.00038594029096567829 6.2932041766562575e-06 -0.00071442528733954265 0.00067648855860426467 -0.00023424796062679904 -0.0001234504132111739 0.00053891511787129156
leaf_weight=0.0018399707117201436 0.0011111247255765734 0.001052974720846487 0.0016063869679726083 0.0011316194470338764 0.0015397712849467456 0.0010439629071778422 0.0014749689584747168 0.0014522249061394497
leaf_count=736 344 269 207 172 971 87 208 127
internal_value=0 -5.03912e-05 2.07375e-05 -9.6077e-05 0.000107434 0.000308504 -0.000380015 0.000259181
internal_weight=0 0.0111419 0.00930191 0.0062433 0.00363671 0.00258373 0.00260659 0.00305861
internal_count=3121 2777 2041 1707 1327 1058 380 334
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=6
num_cat=0
split_feature=4 16 4 2 2
split_gain=2.60281e-05 4.53189e-05 5.5816e-05 8.98807e-05 3.87066e-05
threshold=0.181285 -0.094359999999999986 0.0052350000000000009 0.096540000000000015 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.019071894435321628 0.01776712505990783 -0.022053199473074311 0.015131752675546069 0.0087878367667501619 -0.0045620903729166502
leaf_weight=0.0014605252240856336 0.0017003480116294656 0.001839065164793116 0.0018136102605246897 0.0019436221705869782 0.0014285283255293423
leaf_count=356 216 1535 285 482 247
internal_value=0 -0.00338522 0.000708695 -0.00620644 0.00757244
internal_weight=0 0.00705682 0.0055963 0.00378269 0.00312888
internal_count=3121 2658 2302 2017 463
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=8
num_cat=0
split_feature=48 12 0 13 52 2 150
split_gain=2.42307e-05 6.17012e-05 5.49884e-05 5.00825e-05 7.21929e-05 4.11236e-05 6.97498e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.053834999999999994 -0.084034999999999985 0.10347000000000002 0.084245000000000014 0.081835000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.014270340142211705 0.016727019526067234 0.00035857266268440055 -0.031562821055195721 0.0059231656286820858 0.020721494662743017 -0.028455682731122773 0.0049776141455130686
leaf_weight=0.0010627445508879672 0.0019040690065289453 0.0010262649498699243 0.0011380909010777749 0.0013130680340989629 0.0010708090719201762 0.0016385738456624974 0.0010077828573395887
leaf_count=180 800 481 174 427 256 690 113
internal_value=0 -0.00168685 -0.0164268 0.00291382 -0.00231482 -0.00854489 -0.0157236
internal_weight=0 0.00909866 0.00216436 0.0069343 0.00503023 0.00395942 0.00264636
internal_count=3121 2941 655 2286 1486 1230 803
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=9
num_cat=0
split_feature=147 15 16 2 2 52 0 16
split_gain=6.46556e-05 7.47029e-05 5.38841e-05 4.95715e-05 9.42898e-05 7.61173e-05 6.04508e-05 2.67181e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.10855000000000002 0.090935000000000016 -0.082554999999999976 -0.11991499999999998 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -6
right_child=-2 2 3 -5 7 6 -8 -9
leaf_value=0.00041078341118050356 0.00044567474711360765 -0.00045102338233464555 -0.00034267446808784367 0.00024033571558218671 -0.0006832564587803422 0.00059430500803614168 1.2024914426612107e-05 -0.00026052870376695324
leaf_weight=0.0011967640045835665 0.0011022993045815268 0.001493948379260107 0.0013331103195917474 0.0018127483013943967 0.0010055362850107967 0.001069283201209388 0.0019097939050823462 0.0013420428665302927
leaf_count=243 124 196 330 371 340 77 1198 242
internal_value=0 -5.20982e-05 -0.000107681 -4.71394e-05 -0.000125388 4.67565e-05 0.000221023 -0.000441595
internal_weight=0 0.0111632 0.00996646 0.00847251 0.00665977 0.00431219 0.00297908 0.00234758
internal_count=3121 2997 2754 2558 2187 1605 1275 582
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=7
num_cat=0
split_feature=484 160 16 0 12 2
split_gain=2.42127e-05 3.8288e-05 4.8047e-05 0.000103923 9.82425e-05 7.96374e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.084100000000000022 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.017731101624391003 0.013675207998035994 -0.012003063105578266 -0.025041085195324012 0.039703232418921423 0.0027206522717602068 0.0072302519140709023
leaf_weight=0.0012874480422772486 0.0011446433849619736 0.0017493965992134144 0.0015239742227559751 0.0012716622414116246 0.0016506924663505136 0.0015348092975630626
leaf_count=632 368 137 436 278 914 356
internal_value=0 -0.00176435 0.000894768 0.00727392 0.0188136 -0.00884826
internal_weight=0 0.00901798 0.00773053 0.00467175 0.00292235 0.00305878
internal_count=3121 2753 2121 1329 1192 792
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=10
num_cat=0
split_feature=41 52 52 0 3 15 15 150 15
split_gain=7.20149e-05 6.32095e-05 0.000100273 0.000131132 0.000128706 9.31549e-05 0.000118289 0.000110822 0.000183339
threshold=0.075585000000000013 0.19022000000000003 0.10347000000000002 0.12113000000000002 -0.12018999999999998 -0.016799999999999995 0.035560000000000008 0.076925000000000007 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00066958118303835122 -0.00050896018762685733 -0.00042702379836635692 0.00066253886234623343 -0.00060161228546210801 -3.4162256827399384e-05 0.00082022977034296 -7.0156466523040424e-05 0.00026910821508590341 -0.0010732768232628107
leaf_weight=0.0013123843618375155 0.0010078164398897313 0.001020067729854736 0.0010377270726404488 0.0011437765232626415 0.0018789621213074455 0.001007186301230411 0.0013326907167448914 0.0014526599589605674 0.0010003728302726833
leaf_count=116 170 334 223 114 347 264 839 240 474
internal_value=0 3.82862e-05 8.4977e-05 1.93165e-05 0.000108267 -2.1458e-06 0.000313105 -0.000172425 -0.000395184
internal_weight=0 0.0111858 0.0101658 0.00912803 0.00798426 0.00667187 0.00233988 0.00433199 0.00287933
internal_count=3121 2951 2617 2394 2280 2164 1103 1061 821
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=8
num_cat=0
split_feature=15 15 150 12 1 3 133
split_gain=2.35017e-05 3.31983e-05 4.26162e-05 4.52669e-05 6.6443e-05 7.87261e-05 4.43579e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.010834999999999999 0.086560000000000012 0.0068900000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.012648736679589091 -0.013823143228508245 0.016904221964289545 0.019799091932046174 0.012565587454168367 -0.00024754136122062177 -0.039825943210451881 -0.013275897037801574
leaf_weight=0.0012786901683657483 0.0018372088785476104 0.0010460564195309283 0.0010553941505984706 0.0019157697639932288 0.001007177974281698 0.0010031372763740377 0.0010168199974660485
leaf_count=253 373 162 213 754 524 126 716
internal_value=0 -0.00185148 0.0012708 -0.00199431 -0.00599377 -0.019997 0.00360554
internal_weight=0 0.00888156 0.00704436 0.00598896 0.00494291 0.00201032 0.00293259
internal_count=3121 2868 2495 2282 2120 650 1470
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=9
num_cat=0
split_feature=160 51 52 52 15 2 16 2
split_gain=2.31666e-05 3.51009e-05 5.35907e-05 7.47102e-05 4.0718e-05 0.000118143 8.96528e-05 1.79077e-05
threshold=0.090980000000000019 0.08955500000000001 -0.046924999999999988 -0.092399999999999982 -0.0088349999999999974 0.10097500000000002 -0.18708499999999997 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=-0.0013618443465162513 -0.014462076104395547 -0.015209428605667596 -0.0063283746474219809 0.035219255201581111 0.024991098225924886 -0.017016138160502736 -0.033274686437944331 0.012543064023439344
leaf_weight=0.0011114804227813318 0.0010017531246264448 0.001098252795306222 0.0010109129921057594 0.0011217619517862932 0.0016148226899732659 0.0011436961712132804 0.0010253264011309405 0.0010005051540806947
leaf_count=439 292 353 108 226 954 122 423 204
internal_value=0 0.00155801 0.0038517 0.0170129 -0.00122006 0.00757468 -0.00920902 0.00305852
internal_weight=0 0.00912676 0.00802851 0.00223324 0.00579526 0.00275852 0.00303674 0.00201142
internal_count=3121 2829 2476 665 1811 1076 735 312
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=8
num_cat=0
split_feature=1 42 49 15 13 2 16
split_gain=2.51606e-05 5.93761e-05 4.45711e-05 6.5621e-05 3.58471e-05 7.49581e-05 3.40817e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.036009999999999993 -0.020934999999999999 0.086950000000000013 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.0043669536067726562 0.010810456064234432 -0.025086624245832568 0.0088950507645657161 -0.029440693933919262 0.03070127136637061 -0.0012120297147950574 -0.017157749706531295
leaf_weight=0.0012953558799742425 0.0017680890802257146 0.0010073065563131903 0.0010008254675939652 0.0010311753185305063 0.0013355708742372665 0.0016394512882067509 0.0010077012450021637
leaf_count=255 279 548 582 275 418 551 213
internal_value=0 -0.00232555 0.000810854 -0.0106174 0.00614606 0.0131147 -0.00417594
internal_weight=0 0.00831739 0.00731008 0.00232653 0.00498355 0.00297502 0.00200853
internal_count=3121 2842 2294 530 1764 969 795
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 0 2 2 3
split_gain=7.12846e-05 7.71977e-05 8.14997e-05 0.000115911 0.000127198 7.21797e-05 7.9479e-05 7.33538e-05 8.78797e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.019414999999999998 0.11215000000000001 0.090675000000000019 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00051568138138141043 -0.00050030834466447207 -0.00043570596155393304 0.00030084397266017681 0.00067619661539992861 -0.00063106394533510692 0.00055093074472148114 -0.00049765556735064265 0.00051024163048385526 -0.00041956299379075656
leaf_weight=0.0011965756444145574 0.0010033836624171516 0.0014795649675489473 0.0012664527992743901 0.0010390729329562212 0.0011208481397805004 0.001067338798207476 0.0010235667856829753 0.0012376867723716358 0.0013396722671600784
leaf_count=406 173 641 785 163 45 134 248 346 180
internal_value=0 4.6123e-05 -1.2562e-05 6.47816e-05 -2.52614e-05 8.91522e-05 -1.21085e-05 0.000117188 -6.94795e-05
internal_weight=0 0.0107708 0.0095742 0.00809464 0.00705557 0.00593472 0.00486738 0.00384381 0.00260613
internal_count=3121 2948 2542 1901 1738 1693 1559 1311 965
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=10
num_cat=0
split_feature=47 47 0 151 0 159 2 3 16
split_gain=0.00012093 0.000127997 7.63085e-05 0.000100891 0.000120725 0.000126893 9.47654e-05 0.000129594 6.35331e-05
threshold=0.13148500000000005 0.10254000000000001 -0.23091999999999999 -0.024429999999999997 -0.14794999999999997 0.076905000000000015 0.11093500000000002 -0.13309499999999996 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -9
right_child=-2 -3 3 4 5 -7 -8 8 -10
leaf_value=0.00047486112817832931 -0.00064297741405556943 0.00065492848837697508 0.00034277960434539223 -0.00065654668212901304 -0.00092740544382287327 0.00053435329554707715 0.00029060847902032713 0.00024062553969240964 -0.00036842058729388366
leaf_weight=0.001095352683074151 0.0010415476556151779 0.0012217673533733249 0.0018255561105083662 0.0015622733956025293 0.0010367525421960413 0.0011717733776464723 0.0012234652195617915 0.0011376562478500611 0.0015634994309899775
leaf_count=69 65 187 437 158 109 350 268 548 930
internal_value=0 5.39185e-05 -1.5248e-05 -7.16332e-05 -0.000169943 -4.5992e-05 -0.000183058 -0.000338094 -0.000111906
internal_weight=0 0.0118381 0.0106163 0.00952098 0.00769542 0.00613315 0.00496137 0.00373791 0.00270116
internal_count=3121 3056 2869 2800 2363 2205 1855 1587 1478
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=8
num_cat=0
split_feature=1 0 3 3 3 3 15
split_gain=2.34209e-05 5.3331e-05 0.000102837 4.92875e-05 4.02802e-05 9.73259e-05 3.40255e-05
threshold=0.094385000000000011 -0.060129999999999996 0.013900000000000001 -0.10831999999999999 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 -7
right_child=4 3 -4 -5 5 6 -8
leaf_value=-0.040157705179146019 -0.01188641173887147 0.020302303047670944 0.0028227100986324269 -0.0086848626601606967 0.025499097375767395 0.00715615268203136 -0.016708287304612674
leaf_weight=0.0010018582750856951 0.001194762855885656 0.0011298679690954216 0.0012528057606395748 0.0012198926429689014 0.0019393397686360827 0.0012075022907850584 0.001182560041291001
leaf_count=1833 165 71 97 177 488 161 129
internal_value=0 -0.00528876 -0.0162756 0.00525344 0.00436853 0.00885432 -0.00465154
internal_weight=0 0.00460442 0.00225466 0.00234976 0.00552416 0.0043294 0.00239006
internal_count=3121 2178 1930 248 943 778 290
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=11
num_cat=0
split_feature=48 2 51 42 42 40 2 3 52 1
split_gain=4.95759e-05 0.000121903 9.45693e-05 8.69561e-05 0.000111144 7.32538e-05 0.000118603 6.71951e-05 6.69824e-05 1.94032e-05
threshold=0.12230500000000001 0.11510000000000002 0.08955500000000001 0.075730000000000006 0.090310000000000015 -1.0000000180025095e-35 0.083215000000000011 -0.0087149999999999988 -0.077024999999999996 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -8 -10
right_child=-2 -3 -4 4 -6 6 8 -9 9 -11
leaf_value=-0.00032654819434959644 -0.0004236828886083657 0.00053654861783456029 -0.00062440160773784205 -0.00077024237508465537 6.3640931457586525e-05 0.00024068105234328923 0.00040372709237005387 0.00094697192235226944 -0.00039560826402786639 -1.7052966702204738e-05
leaf_weight=0.0010971886411907548 0.0010296941354106517 0.0015499678578328796 0.0010070964710051028 0.0010874825991929516 0.0014129463441763441 0.0010341944838369002 0.0010051556707391628 0.0010373362325159798 0.0010762696519848493 0.001008213903507027
leaf_count=152 108 380 292 657 520 223 238 56 428 67
internal_value=0 2.5706e-05 -5.53711e-05 1.00567e-05 -0.00029903 0.000133548 0.000231357 0.000594362 -1.20291e-05 -0.00021251
internal_weight=0 0.0113159 0.00976588 0.00875879 0.00250043 0.00625836 0.00516117 0.00207153 0.00308964 0.00208448
internal_count=3121 3013 2633 2341 1177 1164 1012 279 733 495
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 0 2 2 42
split_gain=5.52742e-05 8.71659e-05 7.20009e-05 0.00011202 0.000131428 7.0833e-05 9.75327e-05 0.000108045 9.79435e-05
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.019414999999999998 0.11263500000000001 0.090675000000000019 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00051924154488786805 -0.00044295475411737685 -0.00041749912193774229 -0.00041560684873917053 0.00065053057747664947 -0.00064477397902013261 0.00054534492049138734 -0.00056651070844557293 0.00057041665092894965 0.00035062316257875731
leaf_weight=0.0012670475226240216 0.0010141861548022832 0.001533409666638271 0.0016157195906306989 0.0010287322235143954 0.0011630173805523281 0.0010226778883135655 0.0010067995787176928 0.0013404605155550369 0.0010635883952347517
leaf_count=407 170 642 544 163 85 94 237 358 421
internal_value=0 3.53604e-05 -2.73647e-05 4.5228e-05 -4.11103e-05 7.4949e-05 -2.07551e-05 0.000115936 -0.000111441
internal_weight=0 0.0110415 0.00977441 0.008241 0.00721226 0.00604925 0.00502657 0.00401977 0.00267931
internal_count=3121 2951 2544 1902 1739 1654 1560 1323 965
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=9
num_cat=0
split_feature=147 52 151 48 2 2 15 3
split_gain=5.26196e-05 6.61525e-05 6.66699e-05 7.09111e-05 7.69826e-05 0.00010313 9.65763e-05 8.09921e-05
threshold=0.089025000000000007 0.17829500000000004 -0.0083949999999999979 0.091545000000000015 0.11237500000000002 0.10097500000000002 -0.016799999999999995 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.0003306341487890978 0.000397003957226927 -0.00052119121113029245 -0.00030447474071073027 0.000479902161831805 0.00047338473104309447 -0.0006688822010969635 -0.00016057610159269015 0.00055143823945728008
leaf_weight=0.0019165678458382034 0.0011065942799294024 0.001043674355903205 0.001948622029186586 0.0013853788745667008 0.0010702981396937972 0.0010062694850576414 0.0010068961394751621 0.0015749842069014493
leaf_count=427 124 355 469 214 304 184 551 493
internal_value=0 -5.16482e-05 -2.19321e-06 7.6566e-05 -8.00598e-06 -0.000101062 2.50561e-05 0.000273763
internal_weight=0 0.0109527 0.00990902 0.00799245 0.00660707 0.00553677 0.0045305 0.00258188
internal_count=3121 2997 2642 2215 2001 1697 1513 1044
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=8
num_cat=0
split_feature=48 150 52 3 3 1 51
split_gain=2.56416e-05 5.09671e-05 5.9552e-05 6.19324e-05 5.82777e-05 9.40471e-05 5.76088e-05
threshold=-0.032929999999999994 0.089910000000000018 -0.049749999999999996 -0.14477499999999996 0.090900000000000009 0.094385000000000011 -0.076794999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.0146690044282166 -0.0011071437708185642 -0.020558219537316423 -0.026715066138510948 -0.0080608669972204693 -0.012481719026231264 0.030514827578511997 0.029922165028554295
leaf_weight=0.0010610637860706392 0.001198910475743289 0.0012449778503133288 0.0010232102697065705 0.001309771144876144 0.001940324263801467 0.0012213241084739874 0.0011944396198499715
leaf_count=180 328 217 123 1396 165 250 462
internal_value=0 -0.00175461 0.00121321 -0.00452134 0.000557322 0.010553 0.0143785
internal_weight=0 0.00913296 0.00788798 0.00549463 0.00447142 0.0025311 0.00239335
internal_count=3121 2941 2724 1934 1811 1646 790
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=8
num_cat=0
split_feature=4 0 3 3 1 2 3
split_gain=2.30187e-05 3.90216e-05 9.31842e-05 7.07121e-05 6.595e-05 5.6421e-05 3.32545e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.076840000000000006 0.094385000000000011 0.093175000000000022 -0.13309499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -2
right_child=6 3 -4 -5 -6 -7 -8
leaf_value=-0.034657027492507965 -0.003175969091611722 0.0322074255462576 0.0094447081566443585 -0.014895651222287927 -0.0043001336280191656 0.0008692021508234076 0.022206154014086248
leaf_weight=0.001443524514899615 0.0010430570333871403 0.0010895341136170755 0.0017971541284624026 0.0011255198766654817 0.0014192756654262308 0.0012153457869836367 0.0010218499545914606
leaf_count=1862 83 124 150 106 286 241 269
internal_value=0 -0.00244435 -0.00840303 0.0056501 -0.0196071 0.015683 0.00938475
internal_weight=0 0.00809035 0.00465995 0.0034304 0.0028628 0.00230488 0.00206491
internal_count=3121 2769 2298 471 2148 365 352
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=10
num_cat=0
split_feature=48 4 52 52 16 43 2 16 1
split_gain=6.09775e-05 8.06855e-05 5.36751e-05 6.03576e-05 7.35466e-05 0.000161621 0.000157812 7.77334e-05 4.13994e-05
threshold=0.12230500000000001 0.27834500000000006 -0.12005499999999998 -0.081429999999999989 -0.008904999999999998 -0.0084099999999999991 0.084055000000000005 -0.18708499999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 -3
right_child=-2 8 3 4 5 -7 7 -9 -10
leaf_value=-0.00042093836035468347 -0.00045136720066315015 0.00011338737369055001 0.0004086254103572874 0.00023178233254367593 -0.0003134853569861138 0.00069819326014125907 -0.00018414939575972137 -0.00088919825585752788 0.00065767282689296674
leaf_weight=0.0012115306715457059 0.001044303923445968 0.0010738841276054514 0.0012992050003338522 0.0017767957158767839 0.0011571395214933571 0.0012772588505061539 0.0011952859279973818 0.0012096552069941018 0.0010752347799143503
leaf_count=480 108 83 233 507 282 110 155 929 234
internal_value=0 4.3894e-05 -3.65918e-05 2.22367e-05 -5.36382e-05 0.000217313 -0.000211373 -0.00053878 0.000385701
internal_weight=0 0.011276 0.00912687 0.00791534 0.00661614 0.0024344 0.00418174 0.00240494 0.00214912
internal_count=3121 3013 2696 2216 1983 392 1591 1084 317
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=8
num_cat=0
split_feature=14 2 2 0 52 4 4
split_gain=2.12255e-05 5.92175e-05 4.80228e-05 4.68475e-05 5.53559e-05 7.0969e-05 9.47601e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.11982500000000001 0.12113000000000002 -0.085984999999999992 -0.0016099999999999997 0.181285
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.013377717844090651 -0.016471211805943905 0.0289603777340612 -0.00025393924054359135 -0.02104672462537804 0.022586516245263089 -0.024801073598548676 0.013781091739242772
leaf_weight=0.0010668669677756796 0.0014061734734994846 0.0012248655019288799 0.0010407837278041659 0.0012010208304903472 0.0016542750451464128 0.001179807191042184 0.0013825508125670347
leaf_count=161 481 234 271 101 1335 352 186
internal_value=0 0.00153213 0.01554 -0.00311879 0.000710589 0.00644042 -0.00398361
internal_weight=0 0.00908948 0.00226565 0.00682383 0.00562281 0.00421663 0.00256236
internal_count=3121 2960 505 2455 2354 1873 538
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=10
num_cat=0
split_feature=48 48 51 47 13 51 1 4 16
split_gain=3.90852e-05 7.87282e-05 0.00010348 6.80354e-05 9.44619e-05 0.000135526 0.000151664 5.02179e-05 3.18287e-05
threshold=0.11951500000000001 0.093265000000000015 0.08955500000000001 0.077555000000000013 0.0076650000000000008 -0.076794999999999988 0.099660000000000012 -0.033174999999999989 0.0013750000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -6
right_child=-2 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.00035347383276223865 -0.00037700839544941613 0.00052989541009247176 -0.00062687977847140724 -0.00030403125049585194 -0.00044393966557378984 0.0004465492033025564 0.0011028965810090255 -0.00010064885407331316 3.5110174229216565e-05
leaf_weight=0.0010058440974701488 0.0010250859658929206 0.0010639246323877099 0.0010071292534177935 0.0017767199633126228 0.0011125116627837875 0.0014975082163796263 0.001016059167922868 0.001132402363258254 0.0010240828934680829
leaf_count=334 114 239 286 225 215 859 279 399 171
internal_value=0 2.38914e-05 -3.23492e-05 3.75586e-05 0.000126962 0.000283718 0.000459506 0.000210933 -0.000214328
internal_weight=0 0.0106362 0.00957226 0.00856513 0.00678841 0.00465181 0.00364597 0.00262991 0.00213659
internal_count=3121 3007 2768 2482 2257 1871 1537 1258 386
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=11
num_cat=0
split_feature=48 4 42 49 160 0 52 16 12 1
split_gain=6.49379e-05 8.45029e-05 6.19843e-05 9.31542e-05 0.000111177 7.05895e-05 0.000134677 7.7927e-05 5.95692e-05 2.75209e-05
threshold=0.12230500000000001 0.27834500000000006 0.092620000000000022 -0.006494999999999999 0.079055000000000014 -0.10151999999999999 0.091275000000000009 -0.071359999999999993 0.051320000000000005 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -5 -7 -3
right_child=-2 9 -4 5 -6 6 -8 -9 -10 -11
leaf_value=-0.00078775640042351013 -0.00048121340724086465 0.00016927896375455411 -0.00047457159530485258 6.2165216850088489e-05 9.3668150119464845e-05 -8.425219843158138e-07 0.00042584146799842863 0.00083103679912676124 -0.00066869458710617233 0.00062017985072914544
leaf_weight=0.0010443730291169427 0.0010073647483023517 0.0010410441514026047 0.0011235882333086146 0.0010191359665221011 0.0011626840778249875 0.0010066214601519657 0.0015372127826136406 0.0010081389641509735 0.0010481237305879549 0.0010406615163705243
leaf_count=301 108 83 497 136 164 131 339 98 1030 234
internal_value=0 3.88555e-05 -4.39097e-05 1.79186e-05 -0.000323419 0.000151985 -1.31165e-05 0.000444516 -0.000341513 0.000394688
internal_weight=0 0.0110316 0.00894988 0.00782629 0.00220706 0.00561923 0.00359196 0.00202727 0.00205475 0.00208171
internal_count=3121 3013 2696 2199 465 1734 1500 234 1161 317
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=8
num_cat=0
split_feature=1 42 49 15 43 47 1
split_gain=2.08542e-05 5.60328e-05 3.89724e-05 6.43784e-05 2.99717e-05 3.66138e-05 8.14918e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.036009999999999993 -0.084004999999999982 1.0000000180025095e-35 0.077565000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.0049498252422105265 0.0097828873489211789 -0.02410498647343931 0.019138702108107575 -0.028423141436582838 -0.010475538511706633 -0.013740798045367951 0.024718825665165832
leaf_weight=0.0013135504908258185 0.0017817909891153063 0.0010193197790971517 0.0012722041601268518 0.0010322916066139104 0.0012653959983310193 0.0011228245637818135 0.0013704377620650209
leaf_count=255 279 548 392 275 785 193 394
internal_value=0 -0.0021284 0.000908348 -0.009736 0.0058717 0.00138118 0.00782292
internal_weight=0 0.00839602 0.0073767 0.00234584 0.00503086 0.00375866 0.00263583
internal_count=3121 2842 2294 530 1764 1372 1179
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=8
num_cat=0
split_feature=48 3 39 150 4 4 1
split_gain=2.33343e-05 5.07787e-05 8.7265e-05 6.97733e-05 5.81886e-05 7.449e-05 6.57243e-05
threshold=-0.032929999999999994 0.13524500000000003 0.0046100000000000004 0.086845000000000019 -0.10429499999999998 -0.0016099999999999997 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.014068243019844684 -0.021606247742380486 0.015044698078256561 0.020158808930172328 -0.032186893087170855 0.023439921269484101 -0.025190265502414405 0.0063650888019427384
leaf_weight=0.0010509807718450922 0.0014790206687474486 0.0015149026128207597 0.0011657602883339722 0.0011259514959255932 0.0011195237882863232 0.0011613621807071979 0.001529123426554195
leaf_count=180 280 171 311 180 1393 470 136
internal_value=0 -0.00166957 -0.00500968 -0.00958342 -0.00477149 0.00176365 -0.00725594
internal_weight=0 0.00909564 0.00758074 0.00641498 0.00528903 0.00381001 0.00269049
internal_count=3121 2941 2770 2459 2279 1999 606
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=9
num_cat=0
split_feature=48 48 51 2 1 12 2 2
split_gain=5.44455e-05 8.4224e-05 0.0001057 6.52933e-05 9.55826e-05 0.000101275 0.000120182 0.000107094
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 -1.0000000180025095e-35 0.12500000000000003 0.098810000000000023 0.088930000000000023 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00045410951906212907 -0.0004411220133018297 0.00053599704727573343 -0.00062086900850185701 -0.00039681822878574285 0.00053534099403819099 -0.00065145242234660404 0.00058875501013848992 -0.00010483741928016004
leaf_weight=0.0012819767901743528 0.0010099971279209407 0.0011526216122003273 0.0010227740705643024 0.001898063237407769 0.0010119757956402412 0.001110906077263561 0.0016002697231386875 0.0018399773292245136
leaf_count=168 108 245 286 1120 136 307 407 344
internal_value=0 3.47191e-05 -2.4444e-05 4.53256e-05 -2.49113e-05 -0.000112823 -7.33893e-07 0.000217795
internal_weight=0 0.0109186 0.00976594 0.00874317 0.00746119 0.00644922 0.00533831 0.00344025
internal_count=3121 3013 2768 2482 2314 2178 1871 751
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=10
num_cat=0
split_feature=48 48 51 47 1 151 4 13 2
split_gain=5.09799e-05 9.10738e-05 0.000120367 6.82326e-05 9.98658e-05 6.2724e-05 8.85037e-05 9.41369e-05 3.68654e-05
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 0.077555000000000013 0.11230000000000001 -0.016164999999999995 -0.0029599999999999995 0.0076650000000000008 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00041181821208217316 -0.00042662718285847452 0.0005569146101724701 -0.00066168301346305395 -0.00028808113871137716 0.00061054499521947072 6.6056152983728122e-05 -0.00051735109303551277 -0.0003968589261757254 0.00058756060802958479
leaf_weight=0.0012226868276870514 0.0010201616653093696 0.0011376811765016143 0.0010348336171873305 0.0018670423767670483 0.0013608884314828358 0.0010325037363551511 0.0013104997366829886 0.0010233214522398486 0.001052281876757731
leaf_count=328 108 245 286 225 256 923 368 239 143
internal_value=0 3.14976e-05 -2.88572e-05 4.4979e-05 0.000133785 1.87731e-05 -8.99877e-05 9.02055e-05 0.000329282
internal_weight=0 0.0110417 0.00990406 0.00886922 0.00700218 0.00564129 0.00441861 0.00310811 0.00208479
internal_count=3121 3013 2768 2482 2257 2001 1673 1305 1066
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=8
num_cat=0
split_feature=52 52 16 15 4 1 15
split_gain=2.26109e-05 5.17732e-05 6.57e-05 6.98173e-05 5.97991e-05 0.000150157 4.87009e-05
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 0.0052350000000000009 0.11181500000000001 0.013270000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.024386417927766149 -0.011860903633241349 0.022446676111157832 -0.019533102584601999 0.033783967864408376 0.025782770055458332 -0.018648933999307962 0.003038506563456389
leaf_weight=0.001062209570555805 0.0013974643949518735 0.0010699939228986065 0.0015360551314817375 0.0010430913752092633 0.001494634719831703 0.0015487595855352952 0.0010180085349208922
leaf_count=527 501 214 515 115 282 203 764
internal_value=0 0.00183483 -0.00102837 0.00358094 -0.0039581 0.00317182 0.0185983
internal_weight=0 0.00877275 0.00770276 0.0061667 0.0041056 0.00304339 0.0020611
internal_count=3121 2620 2406 1891 1012 485 879
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=10
num_cat=0
split_feature=1 12 43 52 1 16 15 1 4
split_gain=6.39316e-05 0.000115962 6.95181e-05 0.000149171 0.000117439 6.47656e-05 0.000131314 7.86552e-05 0.000166567
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.084960000000000022 0.099400000000000002 0.064860000000000015 -0.0063699999999999989 0.11181500000000001 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.00048064603064201892 0.00043009537304488054 -0.00067095445062894386 -0.00047271407002779688 -0.00094333353179412683 -1.6636809394753106e-05 -0.00029895321465854736 0.00059379509941982116 -0.00043933564242022277 0.00050995949878423162
leaf_weight=0.0010877983645968059 0.0011706866593287615 0.001053694324120529 0.0010405289762507642 0.0011059512083755468 0.0010022344620023507 0.0013557394037932895 0.0019517290251933137 0.0012284713135623055 0.00182867183402085
leaf_count=139 169 121 433 746 106 457 556 141 253
internal_value=0 -5.058e-05 1.10819e-05 -4.26103e-05 -0.000502781 8.83966e-05 0.000175206 -2.41687e-05 0.000153588
internal_weight=0 0.0116548 0.0106011 0.00951333 0.00210819 0.00740514 0.0060494 0.00409767 0.0028692
internal_count=3121 2952 2831 2692 852 1840 1383 827 686
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=10
num_cat=0
split_feature=48 2 52 3 150 159 13 47 13
split_gain=9.88556e-05 0.000131605 9.07748e-05 9.69076e-05 6.394e-05 8.37288e-05 0.00013319 0.000157356 1.97146e-05
threshold=0.12474000000000002 0.11510000000000002 0.11434500000000002 0.13524500000000003 0.087170000000000011 0.082585000000000006 0.0076650000000000008 0.077555000000000013 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00053029327642862862 -0.00058236664641269579 0.00056016320371258719 -0.00059412261377016792 0.0005931985404771888 -0.00039259265750648804 -0.00043320369980261197 -0.00026631709866732807 -0.00014699105444192806 0.00091733490284231513
leaf_weight=0.0010025239119380558 0.0010494150481600737 0.0016443587577115214 0.0010150623087957925 0.0010211773666059789 0.0016468215549718885 0.0011722230736551003 0.0019101431099879237 0.0013078194659332529 0.0010215743399996789
leaf_count=722 102 383 394 57 210 313 280 189 471
internal_value=0 4.57577e-05 -3.80136e-05 2.41388e-05 -4.79494e-05 4.05352e-05 0.000146472 0.000383119 0.000725635
internal_weight=0 0.0117417 0.0100973 0.00908228 0.00806111 0.00641428 0.00524206 0.00333192 0.0020241
internal_count=3121 3019 2636 2242 2185 1975 1662 1382 1193
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=7
num_cat=0
split_feature=49 15 42 15 4 12
split_gain=2.28194e-05 6.33839e-05 6.11433e-05 4.90768e-05 9.63581e-05 7.29928e-05
threshold=-0.043469999999999995 -0.03241999999999999 0.091465000000000005 -0.037864999999999989 0.24564500000000003 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.022689919828471392 -0.029663953106172643 -0.0097837979491364989 -0.025134669524545933 0.023548048162413626 0.0064108023312897684 -0.0046880452297288419
leaf_weight=0.001364825617829352 0.0012663881537242538 0.0010740625736915003 0.0010504785109965251 0.0017280827647162779 0.001782764431651215 0.0019470729248311979
leaf_count=256 605 169 621 182 232 1056
internal_value=0 0.00838881 -0.00269789 0.000807203 -0.00857193 0.00858875
internal_weight=0 0.00243889 0.00777479 0.00672431 0.00304915 0.00367516
internal_count=3121 425 2696 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=11
num_cat=0
split_feature=48 2 40 51 51 12 2 12 13 1
split_gain=6.45571e-05 9.53075e-05 7.36916e-05 8.87361e-05 5.27304e-05 9.68168e-05 8.37474e-05 7.91972e-05 5.09108e-05 3.35983e-05
threshold=0.12474000000000002 0.11293500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.087505000000000013 0.079890000000000017 0.093175000000000022 0.09202500000000001 1.0000000180025095e-35 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -9 -3
right_child=-2 9 3 4 -6 7 -8 8 -10 -11
leaf_value=-0.00051124748103339589 -0.0004704187392026391 0.0001547154635873835 0.00050335577812903607 0.00062397352795679362 -0.00048320817499313906 -0.00060129167373385126 -0.00011685906471183913 0.00029907126491816313 -0.00030230848904925405 0.00063994138375271384
leaf_weight=0.0011523772573666215 0.0010390762811702857 0.0010554210754472478 0.0012313015220236341 0.0013652397472610407 0.0010053306236653143 0.0012514517630245327 0.0010287261835522088 0.0011574677885140775 0.0010165374815045035 0.001142607798181382
leaf_count=225 102 219 270 114 285 1089 72 341 179 225
internal_value=0 4.00973e-05 -4.74699e-05 1.8871e-05 -6.85382e-05 3.0978e-06 0.000305626 -0.000208331 1.78737e-05 0.000406952
internal_weight=0 0.0114065 0.00920843 0.00805606 0.00682475 0.00581942 0.00239397 0.00342546 0.00217401 0.00219803
internal_count=3121 3019 2575 2350 2080 1795 186 1609 520 444
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=9
num_cat=0
split_feature=1 13 151 4 0 43 3 3
split_gain=2.21426e-05 4.78889e-05 3.53868e-05 6.70934e-05 9.14604e-05 3.68761e-05 5.30544e-05 3.01267e-05
threshold=0.11230000000000001 -0.0025349999999999995 -0.077429999999999985 -0.0029599999999999995 -0.17169499999999996 -0.090299999999999991 0.013900000000000001 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -7 -3
right_child=1 7 3 4 -6 6 -8 -9
leaf_value=0.013250144175018151 0.023385597600099464 0.0098824823352964292 -0.012244070711266812 0.0040443642207367249 -0.033805993138207792 0.025643794589724794 -0.0049380175905830064 -0.014510650677873214
leaf_weight=0.0011078096268287395 0.001132154309378651 0.0010142801982489591 0.0010514603743191405 0.0010891917611250967 0.0015424865299596344 0.0011388362527192221 0.0011303041432252914 0.0010109678695469082
leaf_count=386 319 106 302 80 546 1202 120 60
internal_value=0 0.00691388 -0.00316046 -0.00621472 -0.0181406 0.0032369 0.0104104 -0.00229414
internal_weight=0 0.0031574 0.00706009 0.00595228 0.00263168 0.0033206 0.00226914 0.00202525
internal_count=3121 485 2636 2250 626 1624 1322 166
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=11
num_cat=0
split_feature=48 2 3 47 51 2 12 0 49 3
split_gain=4.86071e-05 0.000121708 7.06896e-05 6.87501e-05 9.98181e-05 7.49833e-05 8.39199e-05 6.62866e-05 5.38605e-05 2.95865e-05
threshold=0.12230500000000001 0.11510000000000002 0.13524500000000003 0.085270000000000026 0.085720000000000005 0.084245000000000014 0.083370000000000014 -0.062294999999999996 -0.00064499999999999985 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 9 -5 -1 -7
right_child=-2 -3 -4 7 -6 6 -8 -9 -10 -11
leaf_value=-0.00011990773200636731 -0.00040239916150357425 0.00056414901040018626 0.0004498240950960211 -0.00010022509990193454 -0.00076569599265468604 0.00018539011073503996 -0.00073463317756226486 0.00057452633443443361 0.00050341195634570016 -0.00029097941334080187
leaf_weight=0.0010700389829610413 0.0010133985894113318 0.0015064868578549195 0.0010281225737854621 0.001269356330913133 0.0010092721805671188 0.0010041354913976688 0.0010595554077960268 0.0010013056386767305 0.0010618974665162371 0.0010009168588520083
leaf_count=111 108 380 68 237 278 115 1053 64 553 154
internal_value=0 4.63541e-05 -3.57168e-05 -9.46087e-05 -0.000201425 -9.18318e-05 -0.000288283 0.000197324 0.000190562 -5.24123e-05
internal_weight=0 0.0110111 0.0095046 0.00847648 0.00620582 0.00519654 0.00306461 0.00227066 0.00213194 0.00200505
internal_count=3121 3013 2633 2565 2264 1986 1322 301 664 269
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=8
num_cat=0
split_feature=2 4 12 47 3 2 3
split_gain=2.40309e-05 3.81149e-05 3.83826e-05 5.60903e-05 0.000114336 6.72314e-05 6.23763e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.040564999999999997 0.085270000000000026 0.090900000000000009 0.10444500000000002 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.012937392003076484 -0.022068415988534217 0.013695754695294549 -0.0080382866532415515 0.01485379223789308 0.029465072082494277 -0.0069116835696696622 -0.037973499176352253
leaf_weight=0.0012526500429904013 0.0010781401570101419 0.001341119890680172 0.0018249300353367429 0.0015583625453996809 0.0010212680544799124 0.0010110676558532372 0.0011252853191913324
leaf_count=199 171 259 927 308 86 83 1088
internal_value=0 -0.00184978 -0.00458614 -0.00170453 -0.00688338 0.011368 -0.0194563
internal_weight=0 0.00896017 0.00761905 0.00654091 0.00498255 0.00203234 0.00295022
internal_count=3121 2922 2663 2492 2184 169 2015
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=11
num_cat=0
split_feature=484 52 52 160 15 15 0 16 47 16
split_gain=0.000128784 7.35572e-05 0.000162343 0.000122223 7.4521e-05 0.000223307 0.000140662 0.000112235 8.41847e-05 7.4747e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.090859999999999982 0.086870000000000017 -0.11713499999999999 -0.03241999999999999 -0.11013499999999998 0.0039400000000000008 0.087885000000000019 -0.48836499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 8 -7 -8 -6 -4
right_child=1 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00066601415975922791 -0.00044744884348148456 0.00085314634049886841 0.00016147985869262231 -0.00059416716386671907 0.0011172858457781487 0.00052845966828157667 -0.00066989234991228312 5.630350296986425e-05 0.00035713178468878184 -0.00056692526730534357
leaf_weight=0.0010185049665007691 0.0010067630506954825 0.0010158899604817461 0.0010584130423958648 0.0010749233979324363 0.0010496212874648563 0.0012160544483345291 0.0014149113546917864 0.0019403352918315377 0.001201097804634968 0.0011093268455184564
leaf_count=515 328 196 109 145 293 100 1001 124 87 223
internal_value=0 6.00027e-05 0.000106109 3.07059e-05 0.000105423 0.000206057 -4.28663e-05 -0.000249934 0.000711629 -0.000211277
internal_weight=0 0.0120873 0.0110806 0.0100647 0.00898976 0.00682202 0.0045713 0.00335525 0.00225072 0.00216774
internal_count=3121 2606 2278 2082 1937 1605 1225 1125 380 332
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=8
num_cat=0
split_feature=2 156 1 12 12 0 3
split_gain=2.00456e-05 3.40558e-05 4.1548e-05 8.72155e-05 6.83006e-05 0.000112852 5.65456e-05
threshold=-1.0000000180025095e-35 0.08426500000000002 0.12500000000000003 0.098810000000000023 0.090455000000000021 -0.13027499999999997 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.011798574144513735 0.023561928953199515 -0.018492082636072816 0.016549911986706502 -0.028920097622095145 0.02271454681108619 -0.022581500115804343 -0.0074705450359521574
leaf_weight=0.0012566890087450057 0.0013893750504814476 0.0010629660209109963 0.0013496836059593764 0.0010640409585769926 0.0012679522343656026 0.0018146021386212974 0.0010169559543929674
leaf_count=199 187 422 182 350 568 1108 105
internal_value=0 -0.00168732 0.000573056 -0.00271764 0.0023618 -0.00375208 0.0104471
internal_weight=0 0.00896558 0.00790261 0.00655293 0.00548889 0.00422093 0.00240633
internal_count=3121 2922 2500 2318 1968 1400 292
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=8
num_cat=0
split_feature=52 52 49 16 16 52 0
split_gain=1.95252e-05 4.58493e-05 5.14824e-05 6.31912e-05 9.73116e-05 6.5495e-05 5.37648e-05
threshold=0.15116000000000002 0.10024500000000001 -0.080089999999999981 0.071345000000000006 -0.094359999999999986 -0.049749999999999996 -0.15350499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.017376864965565654 -0.012670860401775431 0.021028378906065459 -0.031000972300946308 -0.022849865201576308 0.030440518947196651 -0.001663374311155505 -0.0019072770664894012
leaf_weight=0.0012705835772866703 0.001090560975497386 0.001060836078129586 0.0010000308507286809 0.0014767844477982855 0.0012911586852568234 0.0012513322967224376 0.0017410251019103515
leaf_count=225 377 236 109 481 331 970 392
internal_value=0 0.00148944 -0.00109153 -0.00456261 0.000548791 0.01464 -0.0125217
internal_weight=0 0.00909175 0.00803091 0.00676033 0.00528355 0.00254249 0.00274106
internal_count=3121 2744 2508 2283 1802 1301 501
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=10
num_cat=0
split_feature=474 0 160 12 4 13 15 0 2
split_gain=6.66744e-05 8.50767e-05 0.000137209 0.00010839 9.95005e-05 8.30862e-05 0.00014382 7.28192e-05 5.07798e-05
threshold=0.084660000000000027 -0.019414999999999998 -1.0000000180025095e-35 0.098810000000000023 0.27834500000000006 -0.084034999999999985 -0.053579999999999996 0.14486500000000005 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -4 8 -3 -7
right_child=-2 3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.000710187427071377 0.00046528455818135243 0.00081704060151914558 0.0002510058539138191 -0.00028819322096586112 0.00049825135508739548 -0.00028066673802012727 -0.00079752863223148823 0.00012688488729714807 0.00031198478312062478
leaf_weight=0.0013969532090393148 0.001110107694743138 0.0011163281036360327 0.0014435698615884876 0.0011154573499278925 0.0011228170107983777 0.0011553491092211807 0.0014003914822980209 0.0012414096270096098 0.0010712031459146109
leaf_count=667 344 190 395 69 181 152 815 54 254
internal_value=0 -3.87849e-05 -0.000155097 0.000215402 -2.98921e-05 -0.000146844 -0.000305194 0.000453656 4.46027e-06
internal_weight=0 0.0110635 0.00759028 0.0034732 0.00619333 0.00507051 0.00362694 0.00235774 0.00222655
internal_count=3121 2777 2464 313 1797 1616 1221 244 406
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=7
num_cat=0
split_feature=2 49 52 150 47 4
split_gain=1.91013e-05 6.36365e-05 5.8259e-05 6.3808e-05 4.63561e-05 0.000111153
threshold=0.10981000000000002 0.005085000000000001 0.084960000000000022 0.086615000000000011 0.077555000000000013 -0.034939999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0057907026019665339 0.017159076159250681 -0.013410940067705671 -0.018963163816148265 -0.017530138551018936 -0.0054371807975282793 0.035480564828507526
leaf_weight=0.0012204153561843469 0.0019815379150506635 0.001037473625185669 0.0017052854587099103 0.0012590622702603046 0.0015725056326096345 0.0014025016838812708
leaf_count=630 407 203 822 213 258 588
internal_value=0 0.00665379 -0.00283035 0.0022134 0.00813851 0.0162775
internal_weight=0 0.00301901 0.00715977 0.00545448 0.00419542 0.00262292
internal_count=3121 610 2511 1689 1476 1218
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=9
num_cat=0
split_feature=48 2 3 15 47 0 43 2
split_gain=6.3235e-05 0.000109991 9.20028e-05 7.04162e-05 0.000118301 8.22435e-05 4.74029e-05 2.61062e-05
threshold=0.12474000000000002 0.11510000000000002 0.13524500000000003 -0.11713499999999999 0.085270000000000026 -0.11242999999999999 -0.084004999999999982 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0004904329326096404 -0.00047417246903407593 0.00052513643342503745 0.00051456267379654513 0.00034281072801611786 0.00041167946497066649 -0.00013273784934648899 -0.00060994088990320636 -8.7076594667864543e-05
leaf_weight=0.0014945751304419087 0.0010004676670422813 0.0015507104351305473 0.0010376573016902821 0.0010767009838184884 0.0018051073301801742 0.0016212825016991375 0.0015804781831418942 0.0010959425934424696
leaf_count=261 102 383 68 97 194 499 1381 136
internal_value=0 4.02116e-05 -3.72182e-05 -0.000103226 -2.26206e-05 -0.000168489 -0.000368299 0.000125963
internal_weight=0 0.0112625 0.00971174 0.00867409 0.00717951 0.0053744 0.00320176 0.00217264
internal_count=3121 3019 2636 2568 2307 2113 1880 233
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=11
num_cat=0
split_feature=484 150 15 15 15 15 52 43 43 0
split_gain=0.000167508 8.17264e-05 0.000116655 0.000109418 6.89898e-05 7.67729e-05 7.61686e-05 9.73132e-05 0.00010894 0.000199731
threshold=-1.0000000180025095e-35 0.11456000000000001 -0.24436499999999997 -0.11713499999999999 -0.094549999999999981 -0.037864999999999989 -0.089199999999999988 0.070450000000000013 -0.20207499999999998 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 -8 -10
right_child=1 -3 3 4 5 6 7 -9 9 -11
leaf_value=-0.00075960026238625306 0.00074315944213410143 -0.00040130675705521863 -0.00053024451946258398 0.00051592008718500607 -0.00037052436206174176 0.00060764712294675836 0.00036478487837391922 0.00043424966607271396 0.00016163349767670706 -0.0010289829691187123
leaf_weight=0.0010177000597960612 0.0010546139192194335 0.0012748815860980688 0.001085421563920652 0.0014784597469239581 0.0013508839532316652 0.0011212447291077442 0.0010406042978988715 0.0016064594431844659 0.0011345545533996738 0.0010366660867274955
leaf_count=515 226 119 184 148 460 239 82 144 396 608
internal_value=0 6.84527e-05 0.000123352 5.70193e-05 0.000129712 5.13904e-05 0.000147351 4.02366e-05 -0.000156837 -0.000406836
internal_weight=0 0.0121838 0.0109089 0.00985429 0.00876887 0.00729041 0.00593953 0.00481828 0.00321182 0.00217122
internal_count=3121 2606 2487 2261 2077 1929 1469 1230 1086 1004
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=8
num_cat=0
split_feature=0 1 47 48 160 3 0
split_gain=2.17621e-05 7.04776e-05 8.05488e-05 5.75397e-05 8.92236e-05 4.88144e-05 5.84473e-05
threshold=-0.060129999999999996 0.086105000000000015 0.092530000000000015 0.087215000000000015 -1.0000000180025095e-35 0.076840000000000006 0.11070500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.026112656732848207 0.023087641411958824 -0.0045931526255984781 -0.020171431865936083 -0.0090145514879265212 0.03405787306766999 -0.011987712792878216 -0.0057015970745465886
leaf_weight=0.0011501602570344509 0.0018758457856092531 0.0010333562886892791 0.0012828254639779464 0.001195906984289237 0.0014152006857106642 0.0011464424443611357 0.0011299803263045347
leaf_count=1572 307 214 203 132 427 125 141
internal_value=0 -0.0038237 0.00137913 0.00896477 0.0177461 0.00556875 0.0122649
internal_weight=0 0.00607745 0.00492729 0.00364446 0.00244856 0.00415227 0.00300583
internal_count=3121 2548 976 773 641 573 448
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=9
num_cat=0
split_feature=14 2 42 47 151 1 2 12
split_gain=2.19413e-05 5.72994e-05 4.00223e-05 6.22809e-05 0.000104767 7.46585e-05 3.91448e-05 3.13288e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.075730000000000006 0.092165000000000011 -0.0064299999999999991 0.080000000000000016 0.11982500000000001 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3 -4
right_child=1 6 7 -5 5 -7 -8 -9
leaf_value=-0.013469460473500967 0.021213510933814003 0.027465666736564434 -0.026685100715593886 0.022073939010128319 -0.0015545897172262199 -0.03676132965655262 0.0011568330498785714 -0.0019980766489736501
leaf_weight=0.0010822229624104238 0.0011020678763525565 0.0012264169579048623 0.0010540995454654772 0.001170916382511706 0.0014891481666319912 0.0010114071350564055 0.0010495311576064004 0.0010033577858030531
leaf_count=161 173 234 903 103 568 330 271 378
internal_value=0 0.00159161 -0.00298694 0.00203827 -0.00447367 -0.0157948 0.0153336 -0.014646
internal_weight=0 0.00910695 0.006831 0.00477354 0.00360262 0.00250056 0.00227595 0.00205746
internal_count=3121 2960 2455 1174 1071 898 505 1281
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=10
num_cat=0
split_feature=52 52 51 42 160 12 16 1 12
split_gain=6.58948e-05 8.91733e-05 0.000119216 8.89276e-05 6.20527e-05 7.38173e-05 0.000101649 4.67209e-05 5.05693e-05
threshold=-0.24456499999999998 -0.090859999999999982 -0.071649999999999978 -1.0000000180025095e-35 0.086870000000000017 0.098810000000000023 -0.36241499999999999 0.094825000000000007 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00048252216314115714 0.00057920861065278366 -0.00065810161072478446 -0.0004921632583813544 -8.1804637959950307e-05 -0.0003042060411042989 -0.00019619417537809051 2.6202377770797636e-05 0.0007479976556542964 0.00061961113316277589
leaf_weight=0.0010234691398309454 0.0010573348612927186 0.001011131424449232 0.0010303517563379017 0.0018656456579509307 0.0011475385852514827 0.0015174447938799771 0.0012002529430240052 0.001489098132504499 0.0010224721845112298
leaf_count=364 274 258 679 266 164 175 94 215 632
internal_value=0 3.69707e-05 -1.8779e-05 5.09344e-05 0.000118825 0.000187246 0.000291567 0.000479233 0.000299175
internal_weight=0 0.0113413 0.0102839 0.0092728 0.00824245 0.00709491 0.00557747 0.00371182 0.00222273
internal_count=3121 2757 2483 2225 1546 1382 1207 941 726
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=8
num_cat=0
split_feature=3 3 39 3 15 47 43
split_gain=2.05527e-05 5.60126e-05 7.513e-05 4.45277e-05 8.14825e-05 7.05053e-05 8.08641e-05
threshold=0.13524500000000003 0.10893000000000001 0.085220000000000004 -0.074084999999999998 -0.091964999999999977 0.082095000000000015 -0.090299999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.026534091522716016 0.010327354214510927 -0.023944607499518374 0.02445242460574229 0.0048835798797114728 -0.032538882766586126 0.026105649444908126 0.0075156555744590242
leaf_weight=0.0010756994204997798 0.0016170040370936016 0.0010212047354483111 0.0011574261586223171 0.0011373200879289591 0.0011912685882608182 0.00100208081559662 0.0019836661905764143
leaf_count=353 192 72 300 166 416 225 1397
internal_value=0 -0.00196448 0.00100952 -0.00323669 -0.0142612 0.00308408 -0.00445653
internal_weight=0 0.00856867 0.00754746 0.00639004 0.00232859 0.00406145 0.00305937
internal_count=3121 2929 2857 2557 582 1975 1750
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 4 47 16
split_gain=5.81924e-05 9.45308e-05 0.000102122 0.000138642 0.000123695 5.90803e-05 0.000117433 6.76997e-05 8.88827e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.055319999999999994 0.0052350000000000009 0.092530000000000015 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00046189520181357853 -0.00045116501769377934 0.00061222591271046568 0.00042643191970885162 0.00071077669441609633 -0.00066586108641109422 -0.00062743372456130521 5.9763421303264933e-07 -0.0002132619732637672 0.00073421384032649898
leaf_weight=0.0016752362532563301 0.0010237734200858337 0.0010012071118350877 0.0014055870568954309 0.0011197144218238197 0.0010137238052145836 0.0010070221999492791 0.0015011382985282555 0.0014899115430063738 0.0011003914215299369
leaf_count=697 170 333 867 163 36 378 237 108 132
internal_value=0 3.70052e-05 -1.88398e-05 6.70905e-05 -2.87816e-05 7.05139e-05 -2.76086e-05 0.000120026 0.000310902
internal_weight=0 0.0113139 0.0103127 0.00863749 0.00751777 0.00650405 0.00509846 0.00409144 0.00260153
internal_count=3121 2951 2618 1921 1758 1722 855 477 369
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=8
num_cat=0
split_feature=42 43 0 0 0 52 3
split_gain=1.84953e-05 4.68605e-05 8.9822e-05 3.60863e-05 6.85583e-05 8.87203e-05 5.74344e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062764999999999974 -0.10151999999999999 -0.14794999999999997 -0.0064899999999999992 -0.11255999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -5
right_child=1 3 -4 6 -6 -7 -8
leaf_value=-0.010364724232923639 -0.0048308221366373701 -0.024638384611303799 0.034497931844021709 0.0030364301143761645 0.025110418005905639 0.012617250208918775 -0.025900865945604524
leaf_weight=0.0014765094211866602 0.0012205082042650644 0.0012144154805510676 0.0011078027053033684 0.0013795731348132958 0.0010695696092799046 0.001349518256104576 0.0013640837279786425
leaf_count=862 849 83 192 146 155 147 687
internal_value=0 0.00173939 0.0138817 -0.00269378 0.00384293 -0.005029 -0.0113505
internal_weight=0 0.00870547 0.00232831 0.00637716 0.0036335 0.00256393 0.00274366
internal_count=3121 2259 1041 1218 385 230 833
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=10
num_cat=0
split_feature=47 42 151 16 4 16 1 13 2
split_gain=5.54806e-05 7.67465e-05 5.6409e-05 0.000148974 7.27625e-05 0.000119092 0.000107693 7.76512e-05 4.89802e-05
threshold=0.13148500000000005 0.097315000000000026 -0.083274999999999988 -0.48836499999999994 -0.0029599999999999995 -0.094359999999999986 0.096325000000000008 -0.084034999999999985 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -5 -9
right_child=-2 -3 3 4 5 6 -8 8 -10
leaf_value=-0.0003880224219842272 -0.00044500042777073385 0.00054015237240622577 0.0006450613907697159 0.00045509875023925318 -0.00075791441698250359 0.0004748932255159908 -0.00039005018910272 0.0001624830919610269 -0.00040812267756757737
leaf_weight=0.0013575569407683315 0.001003376332984105 0.0010527416366121955 0.0013324535637709118 0.0015628273122817167 0.0012493327024538062 0.0010033804623937942 0.0012341963668222045 0.0012092328402023233 0.0011086242601902004
leaf_count=343 65 421 185 388 241 248 130 766 334
internal_value=0 3.64409e-05 -1.62831e-05 4.17231e-05 -6.73926e-05 -0.00027296 -2.18984e-06 0.000117316 -0.000110436
internal_weight=0 0.0111103 0.0100576 0.00870005 0.00736759 0.00348691 0.00223758 0.00388068 0.00231786
internal_count=3121 3056 2635 2292 2107 619 378 1488 1100
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=8
num_cat=0
split_feature=11 43 2 2 43 15 13
split_gain=1.8852e-05 4.9221e-05 7.35644e-05 5.54594e-05 7.83234e-05 6.10407e-05 2.85298e-05
threshold=0.079915000000000014 -0.052894999999999991 0.094835000000000017 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.01250925870526268 -0.01276823155769446 -0.018057781309624658 0.033980480731510908 0.0067892723933669994 0.023101956328060842 -0.022625982492439481 -0.010702551615083249
leaf_weight=0.0010751730089063442 0.0010408250160111156 0.0018859070453561173 0.0010003824231712404 0.001546793916334167 0.0012874520106973954 0.0012969996846576035 0.001043375619508192
leaf_count=687 199 827 413 218 230 275 272
internal_value=0 0.001436 0.011631 -0.00384849 0.00263804 -0.00662646 0.00107755
internal_weight=0 0.00913608 0.00311893 0.00601715 0.00413125 0.00284379 0.00211855
internal_count=3121 2922 1372 1550 723 493 959
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=10
num_cat=0
split_feature=47 42 48 3 49 2 1 4 2
split_gain=6.32701e-05 9.28312e-05 5.93273e-05 0.000101166 0.000105937 0.000148603 6.2865e-05 9.55662e-05 6.38804e-05
threshold=0.13148500000000005 0.097315000000000026 -0.065224999999999991 0.13524500000000003 -0.0020949999999999996 0.089885000000000007 0.111945 0.08184000000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6
right_child=-2 -3 3 -5 6 -7 -8 -9 -10
leaf_value=0.00043561065335379117 -0.00046735298679090071 0.00058077576213403769 -0.0010293468804478062 0.00038413566747360375 0.00028231327031119451 -5.3631515451618639e-05 0.00043871306141105872 -0.00063102309744444952 -0.00026145125289540693
leaf_weight=0.001008143224576266 0.0010265828603924507 0.0011060696000755087 0.0011012338939705071 0.0016028537225999768 0.0019689439024084244 0.0013188195219078465 0.001003600464054618 0.0010209212106831573 0.0014367289888374598
leaf_count=150 65 421 249 149 1077 171 154 135 550
internal_value=0 4.05677e-05 -1.65486e-05 -6.47699e-05 -0.000156427 -0.000497626 -4.36593e-06 -0.000104821 5.29189e-05
internal_weight=0 0.0115673 0.0104612 0.0094531 0.00785025 0.00242005 0.00543019 0.00442659 0.00340567
internal_count=3121 3056 2635 2485 2336 420 1916 1762 1627
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=8
num_cat=0
split_feature=1 42 49 15 0 4 3
split_gain=2.20901e-05 5.12743e-05 4.21202e-05 5.31133e-05 3.14249e-05 5.18162e-05 2.78972e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.036009999999999993 -0.10151999999999999 -0.083854999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.0030175198006777634 0.010044707396445085 -0.023248255765592557 0.026066123783810315 -0.027464912102284623 0.0091130635606484246 -0.018644077382088311 0.0031939633659549328
leaf_weight=0.001295795217634412 0.001797574677095611 0.00101456519787915 0.001108729629874846 0.0010228063807249986 0.0018645180529463902 0.0010519940295332687 0.0010274388823248159
leaf_count=255 279 548 192 275 490 1008 74
internal_value=0 -0.0021713 0.000729683 -0.0104292 0.00585034 -0.000899014 0.0150652
internal_weight=0 0.00838585 0.00737128 0.0023186 0.00505268 0.00291651 0.00213617
internal_count=3121 2842 2294 530 1764 1498 266
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=11
num_cat=0
split_feature=484 1 16 3 133 13 43 13 1 4
split_gain=0.000159286 8.71823e-05 0.000125536 0.000127122 0.000108302 0.000125358 0.000115362 9.67957e-05 0.000110767 9.4227e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 -0.014034999999999997 0.12178000000000001 1.0000000180025095e-35 -0.063184999999999977 -0.063379999999999978 0.038215000000000006 0.10752500000000002 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -4 -7 8 9 -2
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00075008403944543979 0.00036025934747402366 0.00060827710786276056 -0.00013747006420072641 -0.00079910310393963219 -0.00026913891940005065 0.0011613817862660405 0.00028054104329423851 -0.0004931831780570498 0.00060077361296357495 -0.0003918579114098564
leaf_weight=0.0010257050512192814 0.0010214368157178738 0.001003570346641309 0.0010170577562563171 0.0010399017718502046 0.001121745500849038 0.0010666389944122832 0.0012318274378489366 0.0013983870975696408 0.0012114662457885592 0.0017168403086154675
leaf_count=515 845 162 207 67 337 95 250 209 125 309
internal_value=0 5.5413e-05 4.15922e-06 -0.000171823 0.000257508 0.000435689 0.000689309 -4.98528e-05 0.000107106 -0.000111302
internal_weight=0 0.0118289 0.0108253 0.00638803 0.00443727 0.00331552 0.00229847 0.00534813 0.00394974 0.00273828
internal_count=3121 2606 2444 1555 889 552 345 1488 1279 1154
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=8
num_cat=0
split_feature=48 12 2 12 43 4 1
split_gain=2.47491e-05 5.38167e-05 8.7002e-05 7.39221e-05 6.52795e-05 4.8604e-05 0.000115799
threshold=-0.032929999999999994 0.051320000000000005 0.083995000000000014 0.096295000000000019 -0.043144999999999996 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.014483452956792037 0.025992684042771885 -0.027830372583415877 0.015092706477134702 -0.019140350510811293 -0.013432918423327523 -0.019542093587976112 0.028411434843085059
leaf_weight=0.0010546121927480041 0.0011784594881943853 0.0016546705980873691 0.0015811906460545082 0.0010494445716256254 0.0014176238515082643 0.0010253796660464609 0.001239688766377145
leaf_count=180 271 670 1119 431 159 160 131
internal_value=0 -0.00169471 -0.0098645 0.00143604 0.00550729 -0.00104803 0.0060883
internal_weight=0 0.00914646 0.00428531 0.00263064 0.00486115 0.00368269 0.00265731
internal_count=3121 2941 2220 1550 721 450 290
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=9
num_cat=0
split_feature=147 48 2 150 12 2 12 4
split_gain=6.31228e-05 8.25946e-05 9.80194e-05 0.00011955 7.18221e-05 0.000119481 0.00010448 9.25936e-05
threshold=0.089025000000000007 0.11951500000000001 0.11293500000000002 0.087170000000000011 0.051320000000000005 0.08622500000000001 0.090455000000000021 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8
right_child=-2 -3 -4 -5 6 -7 7 -9
leaf_value=0.00059600757590032478 0.0004416963136260193 -0.00058485601683006981 0.00040134188340176167 -0.00072302701288173149 -0.00070803778675086911 -0.00014371932526784526 -0.00029979970715654199 0.00041281147109878272
leaf_weight=0.0015968135739739837 0.0010971139955405227 0.0010138455677188253 0.0019183225368862465 0.0010089964185206546 0.0010632600629887886 0.001770074094349261 0.0016008323632839168 0.0012471919481071916
leaf_count=195 124 108 397 195 1039 218 762 83
internal_value=0 -5.10873e-05 1.939e-06 -9.05152e-05 -2.82806e-06 0.000207111 -0.000183546 1.22633e-05
internal_weight=0 0.0112193 0.0102055 0.00828717 0.00727817 0.00336689 0.00391128 0.00284802
internal_count=3121 2997 2889 2492 2297 413 1884 845
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=8
num_cat=0
split_feature=48 3 39 150 2 13 3
split_gain=2.03678e-05 4.95687e-05 7.11058e-05 6.60865e-05 5.67131e-05 6.87727e-05 4.96615e-05
threshold=-0.032929999999999994 0.13524500000000003 0.0046100000000000004 0.086845000000000019 0.086950000000000013 -1.0000000180025095e-35 -0.10831999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=0.013122414278892726 -0.011216115121002807 0.014813772071271337 0.017913688094841836 -0.031106122291188445 -0.00049942417521789211 0.021460945844600489 -0.027477040174915004
leaf_weight=0.0010560120075237709 0.0012034392178653349 0.0015399012710074975 0.0011612307709388302 0.001115149873775657 0.0013258812424566081 0.0013856464736217815 0.0014058954665082007
leaf_count=180 843 171 311 180 223 219 994
internal_value=0 -0.0015461 -0.00486212 -0.00897149 -0.0043325 0.00627224 -0.0143833
internal_weight=0 0.00913714 0.00759724 0.00643601 0.00532086 0.00258909 0.00273178
internal_count=3121 2941 2770 2459 2279 1062 1217
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=8
num_cat=0
split_feature=42 51 43 151 12 160 15
split_gain=2.19693e-05 4.01063e-05 4.00832e-05 3.82955e-05 8.05343e-05 8.94909e-05 2.99939e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.084740000000000024 -0.055494999999999996 0.095330000000000012 0.041220000000000007 -0.10091499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.011306923674136007 -0.015121927250206458 0.025343252312959742 -0.010476697274162578 0.033886679297639499 -0.020482355411093459 -0.013306801335311355 0.012574466201001675
leaf_weight=0.0014754644234865636 0.0011948416141010533 0.0010680031504750852 0.001426141990144114 0.0010319025670104832 0.0010266605918313309 0.001099833933581605 0.0018339938331305133
leaf_count=862 422 336 163 181 251 184 722
internal_value=0 0.00189171 0.00460707 0.0081566 0.00447993 0.0109422 0.0202482
internal_weight=0 0.00868138 0.00748654 0.00606039 0.00499239 0.00396573 0.0028659
internal_count=3121 2259 1837 1674 1338 1087 903
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=8
num_cat=0
split_feature=15 15 150 15 4 1 2
split_gain=2.04713e-05 4.89722e-05 5.00546e-05 4.75894e-05 6.45209e-05 6.64605e-05 3.93137e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.037864999999999989 0.04735000000000001 0.080585000000000004 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.011803360130797823 -0.016389987504979303 -0.018747621203567107 0.022080726505407683 -0.0093931958336208859 0.023681673433071784 -0.024651113472644929 0.015969071559441616
leaf_weight=0.0012791487210593545 0.0018121241082763029 0.0012625921622702544 0.0010592040280154695 0.0010547918953594418 0.0011522039636000011 0.0010512194330541337 0.0014532137883151077
leaf_count=253 373 642 213 804 96 578 162
internal_value=0 -0.00173111 0.00204577 -0.00150646 0.00311392 -0.00354434 0.00530246
internal_weight=0 0.00884535 0.00703323 0.00597402 0.00471143 0.00355923 0.00250801
internal_count=3121 2868 2495 2282 1640 1544 966
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=9
num_cat=0
split_feature=42 49 42 157 3 12 52 15
split_gain=1.85269e-05 3.523e-05 6.24878e-05 5.18913e-05 7.78888e-05 7.88248e-05 5.51668e-05 4.90722e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091465000000000005 -1.0000000180025095e-35 0.090900000000000009 0.084100000000000022 0.077655000000000016 -0.040804999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 -5 -6 -2
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=-0.010406336123948812 0.027508959133594808 -0.017611448279347994 -0.024511996288310564 0.040258187220759682 -0.023077067031376908 0.0029289705153203332 0.0091578651555524887 -0.002808414040728676
leaf_weight=0.0014674304311974922 0.0011064629951301865 0.0010519705854332732 0.0010299921683129647 0.0010394094358379758 0.001043026665181683 0.0012411231598169143 0.0010813182151214046 0.0010317119807247439
leaf_count=862 198 365 621 221 125 479 67 183
internal_value=0 0.00174826 -0.00192102 0.00234307 0.0071086 0.0199427 -0.00666908 0.0128802
internal_weight=0 0.00862502 0.00648684 0.00545685 0.00440488 0.00228053 0.00212434 0.00213817
internal_count=3121 2259 1878 1257 892 700 192 381
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=9
num_cat=0
split_feature=474 160 49 52 4 2 15 15
split_gain=5.58857e-05 6.59923e-05 6.79376e-05 9.56966e-05 0.000118505 0.00010279 7.3123e-05 0.000115774
threshold=0.084660000000000027 -1.0000000180025095e-35 -0.081404999999999991 0.10744000000000002 0.0052350000000000009 0.10060500000000001 -0.15026499999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=-0.00037810531297221992 0.00042940089685918054 0.00043084856103803646 -0.00014151390861579126 0.00051287627613289183 0.00051019907429105261 -0.00093391355653823604 -0.00056776852082901226 0.00022205503706168841
leaf_weight=0.0018231238605535957 0.0010836011257572683 0.00138291577845323 0.0016206115231989253 0.0010418838145541259 0.0011177738246517005 0.0010290437525317091 0.0011470037478286379 0.0018880149401287554
leaf_count=736 344 171 996 153 166 209 116 230
internal_value=0 -3.72139e-05 3.01396e-05 -4.05034e-05 -0.000125261 -0.000449257 8.14627e-05 -7.64376e-05
internal_weight=0 0.0110504 0.00922725 0.00784433 0.00680245 0.00264966 0.00415279 0.00303502
internal_count=3121 2777 2041 1870 1717 1205 512 346
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=8
num_cat=0
split_feature=1 13 4 0 133 16 3
split_gain=2.26867e-05 4.19636e-05 4.12399e-05 6.42264e-05 3.78423e-05 5.04452e-05 3.04829e-05
threshold=0.11230000000000001 -0.0025349999999999995 -0.0016099999999999997 -0.17169499999999996 1.0000000180025095e-35 -0.0073349999999999986 0.10542000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -3
right_child=1 6 3 -5 -6 -7 -8
leaf_value=-0.005119743218049165 0.022583047191730751 0.010719217951570693 0.0056917194880503116 -0.023729901359618506 -0.011222516745238529 0.022442535565495407 -0.013895209341234616
leaf_weight=0.0011925279032056185 0.0011188169070186034 0.0010073577301423159 0.0012458653726945548 0.0018344364189424596 0.0011844904063678602 0.0014983667758371143 0.0010051459971245347
leaf_count=727 319 106 107 593 799 410 60
internal_value=0 0.00705698 -0.00319323 -0.01183 0.00367157 0.0102277 -0.00157447
internal_weight=0 0.00313132 0.00695569 0.0030803 0.00387539 0.00269089 0.0020125
internal_count=3121 485 2636 700 1936 1137 166
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 2
split_gain=2.03167e-05 3.78052e-05 3.70039e-05 5.77389e-05 7.92773e-05 8.12089e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10644500000000001 0.0052350000000000009 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.015559259644547734 0.018242436598004463 -0.0050389595868216815 0.0067623701666365034 0.018220453298274826 0.014891682288436407 -0.028644731604882151
leaf_weight=0.0017310544496534908 0.0014745013126828423 0.0013235679798923598 0.0010651693338161548 0.0014643420011405056 0.0013478498024406273 0.0016530786190168951
leaf_count=393 266 160 935 394 174 799
internal_value=0 0.00722966 -0.00279972 0.00119408 -0.0049377 -0.0147701
internal_weight=0 0.00279807 0.00726149 0.00553044 0.0040661 0.00271825
internal_count=3121 426 2695 2302 1908 1734
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=7
num_cat=0
split_feature=159 160 42 43 4 1
split_gain=1.98052e-05 4.66352e-05 5.54605e-05 0.000105009 4.87815e-05 7.74368e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019633505868267925 0.010948211273208591 -0.019288979576775514 0.028090727358570957 0.0046247187261293432 0.012637548764834618 -0.026360624138459889
leaf_weight=0.0012544956925120039 0.0014163529125601629 0.0011176446072686903 0.0014872164493439696 0.0018078410073586095 0.0014899918452224584 0.0014562544908766489
leaf_count=684 527 645 384 443 166 272
internal_value=0 -0.00181212 0.00122593 0.00489959 -0.00235527 -0.00919919
internal_weight=0 0.00861344 0.00735895 0.0062413 0.00475409 0.0032641
internal_count=3121 2594 1910 1265 881 715
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=10
num_cat=0
split_feature=52 52 14 2 2 0 43 48 15
split_gain=5.84812e-05 9.98196e-05 6.21343e-05 6.62102e-05 0.000103138 9.68059e-05 6.22878e-05 9.93646e-05 5.70718e-05
threshold=-0.24456499999999998 -0.090859999999999982 -1.0000000180025095e-35 0.10981000000000002 0.11704500000000001 0.089620000000000019 -1.0000000180025095e-35 0.085130000000000025 -0.045854999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -8
right_child=1 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.00045238686178271061 0.00061064434425374414 -0.00044824962300587292 -0.00021953776545639533 0.0007501129116746991 -7.1903868796578698e-05 -0.00050954644604023441 0.00011509133579888048 -0.00026391547835545685 0.00074682750198502368
leaf_weight=0.001000380448904205 0.0010746612869145062 0.0011438751917897975 0.0019113544222054057 0.0011206416521834814 0.0012319702447554845 0.0014579556730773824 0.0010005268847608807 0.0010752231152061148 0.0012204797534347807
leaf_count=364 274 123 1342 121 247 77 94 106 373
internal_value=0 4.23505e-05 -1.7748e-05 3.68574e-05 0.000319655 -6.29565e-05 6.20743e-05 0.00022537 0.000462241
internal_weight=0 0.0112367 0.010162 0.00901815 0.00235261 0.00666554 0.00520758 0.00329623 0.00222101
internal_count=3121 2757 2483 2360 368 1992 1915 573 467
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=9
num_cat=0
split_feature=157 160 52 49 12 4 1 4
split_gain=1.882e-05 5.39994e-05 5.88051e-05 7.47348e-05 6.32073e-05 8.10777e-05 5.41771e-05 3.90146e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 -0.015429999999999998 0.053180000000000012 0.11392000000000001 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=0.012066968130671353 -0.020073282027053201 0.022948739128965643 0.022925228208088753 -0.02898017085946954 -0.0022957994412331484 0.027616320655660633 -0.0039381523430063962 -0.028853828340605299
leaf_weight=0.0011436058171453893 0.0013385286338178102 0.0010151946862987675 0.0011146874665084947 0.0010247818715049513 0.0011696005137226044 0.0011211517305193004 0.0010572022765697655 0.0010494642968224977
leaf_count=423 677 147 194 226 562 213 81 598
internal_value=0 -0.0015615 0.00171952 -0.00195242 -0.00661464 -0.00140254 0.0123023 -0.0148559
internal_weight=0 0.00889061 0.00755208 0.0064374 0.0054222 0.00439742 0.00217835 0.00221906
internal_count=3121 2698 2021 1827 1680 1454 294 1160
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=10
num_cat=0
split_feature=47 42 15 484 51 15 0 15 52
split_gain=9.60816e-05 8.33836e-05 6.59704e-05 7.52351e-05 9.63357e-05 7.56026e-05 5.86228e-05 5.82031e-05 7.66603e-05
threshold=0.13148500000000005 0.097315000000000026 0.084050000000000014 0.085515000000000022 -0.010009999999999998 -0.095869999999999983 -0.14920999999999998 -0.03241999999999999 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10
leaf_value=-0.00054263423876546558 -0.00057477266337475853 0.0005803269242183924 -0.00047614433459380786 0.00050840186413641923 -0.00050783848995840158 0.00055372761019711458 7.4921729016213766e-05 -0.00033742037223330582 0.00033050419840423176
leaf_weight=0.0011484905293121985 0.0010204162178462884 0.0010478730177580524 0.0010100792158496711 0.0012055791657333932 0.0012038379707070557 0.0014437429316367313 0.0014790329973099975 0.0010879991677692825 0.001682004416093761
leaf_count=480 65 421 840 262 80 375 294 158 146
internal_value=0 5.34606e-05 -3.45186e-07 5.16072e-05 -1.68447e-05 7.07148e-05 -0.00018657 0.000234527 6.81575e-05
internal_weight=0 0.0113086 0.0102608 0.00925069 0.00804511 0.00689662 0.00268287 0.00421375 0.00277
internal_count=3121 3056 2635 1795 1533 1053 374 679 304
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 4 1 3 0
split_gain=7.01915e-05 8.23655e-05 7.5403e-05 0.000121995 0.000139217 8.24362e-05 0.000106881 0.000106831 3.58388e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.043364999999999994 0.094385000000000011 -0.074084999999999998 -0.16360999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.000523342312874167 -0.00049718246617520552 -0.00041726361581371731 0.00055730364253889057 0.0006845451154467876 -0.00065197195736400426 -0.00049249893119490793 0.00061784893152744345 -0.00034347487110397397 0.00014883686104418513
leaf_weight=0.0012260499338684018 0.0010044715875665968 0.001519126673724309 0.0011592052106155345 0.0010439362186613725 0.0011690542008575833 0.0013544300529324924 0.0012434625065415594 0.0011352878651550713 0.0011387309002191454
leaf_count=406 173 641 836 163 85 418 80 84 235
internal_value=0 4.43147e-05 -1.58408e-05 5.81287e-05 -3.2694e-05 8.73451e-05 -2.44752e-05 0.00015574 -9.69463e-05
internal_weight=0 0.0109893 0.00976323 0.00824411 0.00720017 0.00603112 0.00487191 0.00351748 0.00227402
internal_count=3121 2948 2542 1901 1738 1653 817 399 319
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=10
num_cat=0
split_feature=52 52 51 16 3 13 457 16 1
split_gain=7.43876e-05 0.000100784 5.87547e-05 6.94499e-05 9.59557e-05 6.51381e-05 9.05371e-05 9.39278e-05 0.000112015
threshold=-0.24456499999999998 -0.090859999999999982 -0.070629999999999984 0.19444000000000003 -0.14477499999999996 -0.11122999999999998 0.060310000000000009 -0.36241499999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-0.00050362989916467133 0.00062376114487090544 -0.00045299983297037013 -0.00049255459505838665 0.00051430406087182748 0.00048515346291732041 -0.00056800241343248883 0.00051468892262844718 -0.00035355423819573848 0.00038377948491975474
leaf_weight=0.0010225567678720559 0.0010614199123930622 0.0010388709612485824 0.0013840411909275775 0.0010470953691578281 0.0012157292348512544 0.0013483583119183397 0.0010112810759378039 0.001450556232249873 0.0017452282057007417
leaf_count=364 274 264 146 28 168 214 143 1283 237
internal_value=0 4.86301e-05 -1.09779e-05 3.89231e-05 -2.2114e-05 7.40453e-05 -1.59201e-05 -0.000134005 4.91061e-05
internal_weight=0 0.0113026 0.0102412 0.00920229 0.00815519 0.00677115 0.00555542 0.00454414 0.00319578
internal_count=3121 2757 2483 2219 2191 2045 1877 1734 1520
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=11
num_cat=0
split_feature=41 474 49 52 15 3 3 1 4 43
split_gain=6.57609e-05 0.000107252 7.57563e-05 9.29653e-05 0.00010993 9.35074e-05 0.000130758 0.00012617 0.000127784 8.96623e-05
threshold=0.075585000000000013 0.084660000000000027 0.093655000000000002 -0.081429999999999989 -0.049819999999999996 0.11924500000000002 -0.13309499999999996 0.095025000000000012 -0.067104999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -8 -9
right_child=-2 -3 -4 5 -6 -7 7 9 -10 -11
leaf_value=0.0007536564592933307 -0.0004786263515666186 0.00064214070140862143 0.00042990954947101791 -0.00063066984584540917 -0.00016516914166004199 -0.00061781436306003674 0.00023336096016581619 3.1752274044146869e-05 -0.00073835001455154912 0.00081642605388875639
leaf_weight=0.0010004673150872125 0.0010046014318728308 0.0010488816169807813 0.0012838116580145839 0.0012321020346211563 0.0010020256076049357 0.0015077062325675183 0.0010370827418689809 0.0011422466906131996 0.0010441871909938176 0.0010981241608446857
leaf_count=220 170 333 368 77 241 113 827 209 479 84
internal_value=0 4.4686e-05 -1.58739e-05 -7.90144e-05 0.000293886 -0.000184762 -6.71987e-05 9.34472e-05 -0.000254153 0.000416362
internal_weight=0 0.0113966 0.0103478 0.00906394 0.00200249 0.00706145 0.00555374 0.00432164 0.00208127 0.00224037
internal_count=3121 2951 2618 2250 461 1789 1676 1599 1306 293
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=10
num_cat=0
split_feature=48 2 3 2 42 160 16 12 3
split_gain=4.20835e-05 6.34743e-05 5.56195e-05 5.38306e-05 6.9177e-05 8.60816e-05 8.58413e-05 6.79729e-05 6.17169e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.10731 0.075730000000000006 -0.025879999999999997 -0.25582999999999995 0.091475000000000015 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 -8
right_child=-2 -3 -4 -5 7 6 8 -9 -10
leaf_value=0.00061534433823744032 -0.00038322923281255348 0.00041183157090754491 0.00040525552329091384 -0.00050782686937548736 -0.00066320702064745203 0.00045137088062939323 -0.00058142393801615766 5.5433484911107637e-06 1.9722945934580633e-05
leaf_weight=0.0010239127746080141 0.0010338067802667791 0.0014545003691200141 0.0010114215741992899 0.0010023452400634994 0.0010734686228978507 0.0010611873368887741 0.0010431249843083714 0.0012824350445204916 0.0017720025898949091
leaf_count=204 114 379 66 183 887 85 678 371 154
internal_value=0 3.10089e-05 -2.87444e-05 -8.18966e-05 -2.30596e-05 0.000109689 -2.38783e-05 -0.000299173 -0.000203028
internal_weight=0 0.0107244 0.0092699 0.00825848 0.00725613 0.00490023 0.00387631 0.0023559 0.00281513
internal_count=3121 3007 2628 2562 2379 1121 917 1258 832
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=9
num_cat=0
split_feature=52 52 16 43 16 16 4 1
split_gain=8.8434e-05 9.80674e-05 7.19117e-05 0.000166611 9.88003e-05 8.29263e-05 0.000150743 7.87432e-05
threshold=-0.26636999999999994 -0.090859999999999982 0.19444000000000003 -0.090299999999999991 -0.008904999999999998 -0.071854999999999988 -0.0024449999999999997 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.00055750234748913868 0.00060337710776337244 -0.00064812867079646719 0.00043013934474959314 0.0006652935869169976 0.00049089064837336868 -0.00055458228232702588 -0.00043403046587185733 0.00014234470184642254
leaf_weight=0.0010033484393352126 0.0011100954892970432 0.0015862107982516065 0.0012526806561195597 0.0011495257039272357 0.0015578291672020588 0.0010828883383573991 0.0018430613574578168 0.0018025946906881541
leaf_count=354 284 350 78 651 381 449 348 226
internal_value=0 4.97286e-05 -1.00879e-05 -7.12116e-05 5.18552e-05 -6.44997e-05 4.61749e-05 -0.000149042
internal_weight=0 0.0113849 0.0102748 0.00902211 0.0074359 0.00587807 0.00479518 0.00364566
internal_count=3121 2767 2483 2405 2055 1674 1225 574
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 4 1 0 13
split_gain=6.45298e-05 7.04503e-05 8.51633e-05 0.000124026 0.000116863 9.033e-05 0.000123557 7.54682e-05 9.04558e-05
threshold=1.0000000180025095e-35 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.043364999999999994 0.094385000000000011 -0.15931499999999996 0.0027400000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.00049504191892742568 -0.0004766470240061171 -0.00043890270174375411 0.00057620659345269866 0.00069539807172446964 -0.00058224581169554173 -0.00052301569964598291 -0.00024959700905919947 0.00078190477832173805 1.1835900461375546e-05
leaf_weight=0.0011814932464090525 0.0010038657601459606 0.0015173447710090217 0.0011671315328377323 0.0010521913981048452 0.001206236413257733 0.0014000987883280034 0.0011331352151381369 0.0010858413520623634 0.0012751743954607375
leaf_count=406 173 641 836 163 85 418 88 244 67
internal_value=0 4.2638e-05 -1.1698e-05 6.62144e-05 -2.48776e-05 8.60407e-05 -3.08491e-05 0.000166361 0.000365994
internal_weight=0 0.0110186 0.00983715 0.00831981 0.00726762 0.00606138 0.00489425 0.00349415 0.00236102
internal_count=3121 2948 2542 1901 1738 1653 817 399 311
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=8
num_cat=0
split_feature=484 160 13 1 4 16 4
split_gain=1.95489e-05 4.43203e-05 5.01004e-05 7.01731e-05 4.13961e-05 8.04576e-05 6.77578e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.084034999999999985 0.090475000000000014 0.0061450000000000003 -0.094359999999999986 -0.16363499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.020033216308811868 0.011447002768908476 -0.0032174557307641108 0.0023308653304527967 0.030904965674793772 -0.011839577138936325 0.019731985511722151 -0.033375333772965539
leaf_weight=0.0011464214436238901 0.0013004306297980427 0.001269373631861245 0.0010825938647212063 0.0011475150029406282 0.0017466955068040904 0.0015006933573476428 0.0010439549360663808
leaf_count=613 394 339 157 202 236 180 1000
internal_value=0 -0.00167548 0.00102586 0.0129835 -0.00435201 0.00275037 -0.0151978
internal_weight=0 0.00893725 0.00779083 0.00241689 0.00537394 0.00324739 0.00212655
internal_count=3121 2727 2114 541 1573 416 1157
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=8
num_cat=0
split_feature=48 12 2 2 43 4 1
split_gain=1.81232e-05 4.88436e-05 7.32353e-05 7.58611e-05 5.5606e-05 4.66907e-05 8.967e-05
threshold=-0.032929999999999994 0.051320000000000005 0.083995000000000014 0.10327000000000001 -0.043144999999999996 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.012379031450559835 0.024480897666499395 -0.025649889764200209 0.014677557278333281 -0.020022195965498694 -0.010832865191168679 -0.018826697203717539 0.02600708297269019
leaf_weight=0.0010585879072248358 0.0011659660959257518 0.0016603587327222269 0.0016148304012781139 0.0010331148253954342 0.001413370508462207 0.0010152484018347077 0.0012406938759072228
leaf_count=180 271 670 1165 385 159 160 131
internal_value=0 -0.00144204 -0.00918493 0.0011392 0.005457 -0.000588066 0.00638868
internal_weight=0 0.00914358 0.0043083 0.00264795 0.00483528 0.00366931 0.00265406
internal_count=3121 2941 2220 1550 721 450 290
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=8
num_cat=0
split_feature=15 15 13 16 42 13 48
split_gain=2.09112e-05 4.10528e-05 5.01864e-05 7.86574e-05 6.18146e-05 0.000115902 8.99321e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 0.075730000000000006 -0.0097949999999999982 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.011895872110631816 -0.020426397554860046 0.03626930802279494 0.016914491764649837 -0.027631604861431982 -0.016917033322112633 0.011645800167688883 -0.025041618934825594
leaf_weight=0.0012887775679570586 0.0010377318503028048 0.0010685141210665262 0.0015409893463711553 0.0010911441004262347 0.0013074976649879583 0.0017466446830714222 0.001082109752916813
leaf_count=253 256 343 166 384 1113 496 110
internal_value=0 -0.00173568 0.000739268 -0.00321979 0.00189799 0.00821025 -0.00238858
internal_weight=0 0.00887463 0.0078369 0.00629591 0.00520477 0.00389727 0.00282875
internal_count=3121 2868 2612 2446 2062 949 606
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=8
num_cat=0
split_feature=1 0 47 4 48 0 1
split_gain=2.39455e-05 6.43859e-05 3.695e-05 6.81504e-05 8.03588e-05 8.98145e-05 5.65042e-05
threshold=0.077565000000000009 0.051010000000000007 0.086380000000000012 -0.04890499999999999 0.086260000000000017 -0.10324499999999999 0.12337000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=-0.02445660535403478 -0.015003134119482037 0.0057099380147710814 -0.020662460188807259 0.040186070989518985 -0.0094343715518058341 0.004481148720600632 0.010625613769122607
leaf_weight=0.0012775457422938398 0.0010200411555378553 0.0015857047718139464 0.0013455461077364196 0.0014522546269455355 0.001059662784803803 0.001368302894235434 0.0010107942997264687
leaf_count=1561 514 75 226 204 152 311 78
internal_value=0 -0.00774999 0.00304949 0.00799772 0.0140442 0.022865 -0.00724088
internal_weight=0 0.00286325 0.0072566 0.00490026 0.00388022 0.00282056 0.00235634
internal_count=3121 1636 1485 1181 667 515 304
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=8
num_cat=0
split_feature=14 49 2 3 52 52 4
split_gain=1.95294e-05 4.27949e-05 5.39175e-05 0.000118082 5.12732e-05 8.77486e-05 4.96428e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.13309499999999996 0.084960000000000022 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.012666337211876572 -0.034124233920882915 0.020910791531449931 0.014768627935171186 -0.015655021095610705 -0.017558883250969097 0.033551351797447053 0.0059530677824282865
leaf_weight=0.0010864981186061969 0.0011539216223924774 0.001010978926773193 0.0017175842422455598 0.0012254167833426182 0.0011251589160873477 0.0010549215420125374 0.001705455653152585
leaf_count=161 187 567 356 306 670 628 246
internal_value=0 0.00152737 -0.00092754 -0.00523082 0.00129257 0.00661419 0.0165002
internal_weight=0 0.00899344 0.00798246 0.00626487 0.00511095 0.00398579 0.00276038
internal_count=3121 2960 2393 2037 1850 1180 874
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=8
num_cat=0
split_feature=1 0 3 150 13 52 47
split_gain=1.92512e-05 5.5438e-05 4.06314e-05 5.4479e-05 6.97125e-05 4.45057e-05 3.24046e-05
threshold=0.077565000000000009 0.062580000000000011 0.097915000000000016 0.087170000000000011 -0.063184999999999977 -0.061194999999999992 0.078875000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -4
right_child=2 -3 6 -5 5 -7 -8
leaf_value=-0.022434758744709266 -0.0057806861395419198 0.0056558089859158386 0.0022399129589161411 -0.010283064390798898 0.039900335600053592 0.012476028987689755 -0.021433226424638296
leaf_weight=0.0012766815800402849 0.0011836182246148935 0.0015623179041489403 0.0013326751601133585 0.0012214377530488565 0.0010074079841945354 0.0014342386492498852 0.0010213777248155864
leaf_count=1565 446 71 215 156 258 327 83
internal_value=0 -0.00697636 0.00274706 0.00798218 0.0141362 0.0237911 -0.0080314
internal_weight=0 0.002839 0.00720076 0.0048467 0.00362526 0.00244165 0.00235405
internal_count=3121 1636 1485 1187 1031 585 298
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=10
num_cat=0
split_feature=52 52 457 49 3 43 2 4 1
split_gain=6.14002e-05 8.79009e-05 5.65379e-05 6.67779e-05 0.000154726 8.66983e-05 0.000108327 0.000173388 0.000108278
threshold=-0.24456499999999998 -0.090859999999999982 0.088350000000000026 -0.006494999999999999 -0.076234999999999983 -0.090299999999999991 0.10097500000000002 -0.0016099999999999997 0.111945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -7 -8
right_child=1 2 -4 5 -6 6 8 -9 -10
leaf_value=-0.00046406334077471836 0.000591529784327921 0.00017394583907779631 0.00039939198309750442 -0.00037260019336221405 -0.00087941763708653507 0.00088208993517982514 -0.00054902440064331904 -0.00010078574031762465 0.00026858196643485293
leaf_weight=0.0010121782063815385 0.0010113507930244762 0.0010413658627076716 0.0011265732107457729 0.0015941648890204288 0.001105023065264203 0.0014563514782383183 0.0012671117251110259 0.0013114393778279937 0.0012245905614220853
leaf_count=364 274 210 134 284 160 960 233 341 161
internal_value=0 4.03353e-05 -1.47128e-05 -6.6548e-05 -0.000368356 2.79705e-05 0.000149384 0.000416382 -0.000147197
internal_weight=0 0.011138 0.0101266 0.00900005 0.00214639 0.00685366 0.00525949 0.00276779 0.0024917
internal_count=3121 2757 2483 2349 370 1979 1695 1301 394
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=8
num_cat=0
split_feature=151 4 1 16 48 13 4
split_gain=1.96611e-05 6.4536e-05 7.67197e-05 6.16538e-05 6.31111e-05 8.13799e-05 0.000115547
threshold=-0.083274999999999988 0.24564500000000003 0.111945 -0.094359999999999986 0.091545000000000015 -0.084034999999999985 0.042705000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.011627672031403857 -0.020734813434342369 -0.0045546165579910224 0.032036605849705212 0.019055816960606719 0.023396371230703664 -0.029120715000020805 0.013627433410358287
leaf_weight=0.0012704349878195258 0.0015658190133391557 0.0010219696766282651 0.001304283548134762 0.0010921166661855943 0.0010804725945583135 0.001705970672542505 0.0010046723863290693
leaf_count=369 369 126 254 376 213 1279 135
internal_value=0 0.00168262 0.0159613 -0.00346789 0.00206878 -0.003991 -0.0132765
internal_weight=0 0.0087753 0.00232625 0.00644905 0.00488323 0.00380276 0.00271064
internal_count=3121 2752 380 2372 2003 1790 1414
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=10
num_cat=0
split_feature=474 160 52 0 49 2 3 43 2
split_gain=4.80801e-05 8.23181e-05 0.000110157 0.000120548 7.33202e-05 7.11438e-05 0.000111945 6.97142e-05 5.37927e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.081404999999999991 0.11389000000000002 0.099930000000000005 -0.074359999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00043056178800631839 0.0003879347308091339 0.0004830649458924881 0.0005947540290303728 -0.00060970560291678539 0.00030681597777984618 -0.00047355301702360853 0.00063244903110376712 -0.00058164392135747324 1.8409442406335642e-05
leaf_weight=0.0017788138485286794 0.0010871692907250116 0.0012391173722663571 0.0011612488630880014 0.001254707525611215 0.0010846359772139326 0.0011722575418281582 0.0010398186216588473 0.0012070117462763775 0.0010958909417542436
leaf_count=736 344 151 166 99 423 254 79 277 592
internal_value=0 -4.42513e-05 3.00002e-05 -5.10308e-05 5.14697e-05 -4.40363e-05 6.96893e-05 -0.000103052 -0.000296094
internal_weight=0 0.0110335 0.00925469 0.00809344 0.00683873 0.00559961 0.00442736 0.00338754 0.0023029
internal_count=3121 2777 2041 1875 1776 1625 1371 1292 869
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=8
num_cat=0
split_feature=14 49 160 2 2 3 43
split_gain=1.92334e-05 3.65166e-05 4.81983e-05 6.23177e-05 0.000105341 7.26167e-05 5.14534e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.086870000000000017 0.11293500000000002 0.10060500000000001 1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.012602426743119399 0.0075134772027226132 0.019471513087261191 -0.021180277706092102 0.023805907744161598 -0.031431874202191241 0.02131460339234504 -0.017953057107521025
leaf_weight=0.0010814353001554243 0.0016662779842183057 0.0010054649275842388 0.0010087146544952817 0.001120769844188658 0.0010027808974261499 0.0016359433648722357 0.0015144406102641896
leaf_count=161 593 567 255 253 208 163 921
internal_value=0 0.00151601 -0.000755197 0.00221345 -0.00194505 0.00419381 -0.00461194
internal_weight=0 0.00895439 0.00794893 0.00694021 0.00581944 0.00481666 0.00318072
internal_count=3121 2960 2393 2138 1885 1677 1514
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=10
num_cat=0
split_feature=48 4 42 52 16 2 4 4 1
split_gain=4.36813e-05 8.95842e-05 5.81025e-05 8.24206e-05 9.1338e-05 0.00010632 8.07798e-05 6.93176e-05 2.86213e-05
threshold=0.12230500000000001 0.27834500000000006 0.092620000000000022 -0.088204999999999992 -0.0092699999999999987 0.092875000000000013 -0.0016099999999999997 -0.16363499999999997 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -3
right_child=-2 8 -4 4 7 -7 -8 -9 -10
leaf_value=-0.00037930666331600774 -0.00039421599927639905 0.00017109069030263316 -0.00046732676509190319 0.00060156914334907885 8.6147237524772285e-05 -0.00050346997038183097 -0.00012765793301101742 0.00078606658561278296 0.00063506227525506292
leaf_weight=0.0016455955534362583 0.0010019418818337953 0.0010217628844708675 0.0011313865707880547 0.0010133279727698474 0.001087222413214739 0.0013717679809251166 0.0013785730721113257 0.0010888211700800141 0.0010229199376921472
leaf_count=540 108 83 497 813 65 300 216 265 234
internal_value=0 3.38269e-05 -5.28191e-05 9.00673e-06 0.000116589 -6.82958e-05 0.000181279 0.000436364 0.000403208
internal_weight=0 0.0107614 0.00871669 0.00758531 0.00593971 0.00376367 0.0023919 0.00217604 0.00204468
internal_count=3121 3013 2696 2199 1659 1329 1029 330 317
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=9
num_cat=0
split_feature=47 4 15 4 52 2 16 12
split_gain=2.08273e-05 6.0684e-05 6.54947e-05 5.10841e-05 4.95331e-05 0.000108146 3.93318e-05 1.58817e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 -0.0016099999999999997 -0.085984999999999992 0.10097500000000002 -0.074319999999999983 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -5 -6
right_child=-2 2 -4 6 5 -7 -8 -9
leaf_value=-0.015522990936453299 -0.013300418436269763 -0.0042344174724195166 0.028444143724406526 -0.029669626310263594 0.032007529370199732 -0.015659740679900582 -0.0030984434885006746 0.014262751997845555
leaf_weight=0.0010858768599481474 0.0010548328646415384 0.0010572756782170434 0.001460560170397567 0.0010685427155961325 0.0010035979136797284 0.0011201134943068475 0.001163872435115864 0.001013964175991232
leaf_count=512 112 169 229 292 132 190 304 1181
internal_value=0 0.00155406 0.0147219 -0.00358143 0.00288569 0.00925651 -0.0158167 0.0230896
internal_weight=0 0.0089738 0.00251784 0.00645597 0.00422355 0.00313768 0.00223242 0.00201756
internal_count=3121 3009 398 2611 2015 1503 596 1313
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=9
num_cat=0
split_feature=474 160 52 49 42 12 4 16
split_gain=5.89931e-05 0.000101581 0.000120671 9.91909e-05 0.000118428 0.000137482 0.000109422 9.52112e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.091735000000000025 -0.029094999999999999 0.0061450000000000003 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.00047718073124955414 0.00042208464315932618 0.00045345349352850147 0.00061767034945570229 -0.00069467134477660462 -0.00076801590394916903 -0.00027441457467338029 -2.826961454269718e-05 0.00068550220845733467
leaf_weight=0.0018056084781702267 0.0011106624446083112 0.0012452716234047818 0.0011773793885538697 0.0010131904852312126 0.0010098148240292098 0.0018211006023195601 0.0013933949855524117 0.0014834379588933831
leaf_count=736 344 158 166 156 378 914 137 132
internal_value=0 -5.21784e-05 3.17479e-05 -5.48495e-05 -0.000149029 -3.95827e-05 0.000101698 0.000339787
internal_weight=0 0.0109492 0.00914359 0.00796621 0.00672094 0.00571112 0.00469793 0.00287683
internal_count=3121 2777 2041 1875 1717 1339 1183 269
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=8
num_cat=0
split_feature=151 4 2 52 0 4 16
split_gain=2.13402e-05 5.23864e-05 5.02933e-05 7.63785e-05 6.41756e-05 5.4353e-05 3.7962e-05
threshold=-0.083274999999999988 0.27287000000000006 0.10097500000000002 -0.088204999999999992 -0.074229999999999977 -0.059649999999999988 -0.14035499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 -5
right_child=1 -3 5 4 -6 -7 -8
leaf_value=-0.012080718356133285 -0.018287955617876647 0.018166992694309433 -0.00020381286529624708 0.015966053418400745 0.029286056899302235 -0.030405851402115436 -0.0098800785326273455
leaf_weight=0.0012784872945284199 0.0011548156927311251 0.0015904539176521872 0.0013380569802199473 0.0010047573357018032 0.001275672371873547 0.0010742665753282938 0.0013081359817200989
leaf_count=369 321 309 200 166 234 364 1158
internal_value=0 0.00175103 -0.00189764 0.004081 0.0112794 -0.0136535 0.00134789
internal_weight=0 0.00874616 0.0071557 0.00474338 0.00358857 0.00241232 0.00231289
internal_count=3121 2752 2443 1879 1558 564 1324
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=7
num_cat=0
split_feature=49 15 42 15 16 12
split_gain=2.24153e-05 7.19722e-05 5.97928e-05 5.43228e-05 9.53501e-05 6.86078e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.037864999999999989 -0.071854999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.025870877632951036 0.0056249934750281089 -0.0091452769875830092 -0.024964166822538054 0.024050825749310403 -0.030609391607927985 -0.0036691023191379492
leaf_weight=0.0011855522154696528 0.0017957366490648058 0.0011626149297547456 0.0010367421351179891 0.0016640040984858256 0.0012193880219149248 0.0019267024043035665
leaf_count=226 402 199 621 182 435 1056
internal_value=0 0.00853382 -0.00263703 0.000867065 -0.00902905 0.00917686
internal_weight=0 0.00234817 0.00764257 0.00660583 0.00301512 0.00359071
internal_count=3121 425 2696 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=8
num_cat=0
split_feature=52 160 15 43 15 2 16
split_gain=2.07177e-05 6.79305e-05 6.33446e-05 0.000103887 5.55498e-05 7.05642e-05 0.000105231
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.090644999999999989 -0.04652499999999999 -0.11713499999999999 0.10097500000000002 -0.15241499999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 6 -6
right_child=1 4 3 -5 5 -7 -8
leaf_value=0.025460824916749576 -0.024433775496537233 -0.016125040873217984 0.018384911025298684 -0.026207926634850793 0.040304849601497647 -0.0085713975800779021 -0.001037649376426831
leaf_weight=0.0011457065042151091 0.0012284587308334797 0.0013398445814904927 0.0010502739467759491 0.0010395119494641095 0.0011415147718706431 0.0016735300358237306 0.0013365144340340041
leaf_count=246 743 244 409 298 82 211 888
internal_value=0 -0.00317621 0.00656357 -0.00379669 0.00157923 0.00729298 0.0180069
internal_weight=0 0.00671986 0.00323549 0.00208979 0.0054914 0.00415156 0.00247803
internal_count=3121 2168 953 707 1425 1181 970
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=8
num_cat=0
split_feature=42 43 0 457 13 15 0
split_gain=1.95565e-05 4.30534e-05 7.7545e-05 3.42568e-05 5.5454e-05 8.19455e-05 5.54541e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062764999999999974 0.045365000000000009 -0.10664 -0.0040799999999999994 -0.10474999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.010755756712066987 -0.0041524553937745392 0.0079426847956607632 0.032797992495074556 0.012891147760268644 -0.019074885910802405 -0.03752864747931315 0.012672551432957525
leaf_weight=0.0014457118001035491 0.0011827538775577287 0.0018028478513795647 0.0010926376989625246 0.0011726931497289123 0.0010963550794654831 0.0010116152827381636 0.0011044527922179589
leaf_count=862 849 236 192 118 99 612 153
internal_value=0 0.00182914 0.0135911 -0.00249587 -0.00609373 -0.0139711 -0.00314276
internal_weight=0 0.00846336 0.00227539 0.00618796 0.00501527 0.00321242 0.00220081
internal_count=3121 2259 1041 1218 1100 864 252
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=8
num_cat=0
split_feature=474 160 42 43 49 49 4
split_gain=5.02382e-05 7.223e-05 8.55591e-05 0.000112843 6.14902e-05 7.85526e-05 4.73529e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.043469999999999995 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00040722241281684229 0.00040086671799553281 -0.00042059037147040889 0.00053101579785931466 0.00019996402262342121 0.00040209905892113598 -0.0005158812738954167 -1.8960297278154794e-06
leaf_weight=0.0017456375002426134 0.0010832553998326245 0.0013813654400475555 0.0018516672080139233 0.0018130117071199804 0.0010588347533530291 0.0018051649587235014 0.0011146713209402746
leaf_count=736 344 708 408 144 128 528 125
internal_value=0 -4.2121e-05 2.85001e-05 0.000109663 -2.50481e-05 -0.00012061 -0.000319663
internal_weight=0 0.0107704 0.00902472 0.00764335 0.00579168 0.00473285 0.00291984
internal_count=3121 2777 2041 1333 925 797 653
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=7
num_cat=0
split_feature=1 12 2 13 0 16
split_gain=1.86175e-05 3.38136e-05 5.22236e-05 6.54726e-05 5.5801e-05 4.86009e-05
threshold=0.12500000000000003 0.098810000000000023 0.096015000000000017 -0.033284999999999988 -0.15202999999999997 -0.032969999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5
right_child=-2 -3 4 5 -6 -7
leaf_value=-0.025812106463602477 0.0093177597073111403 -0.016716950808244174 -0.005574418233618119 -0.01085727136373439 0.021050437418678947 0.018145765770958163
leaf_weight=0.0012652793824261157 0.0017602047193187561 0.0013136352462179562 0.0013455368907953173 0.0012590981252321401 0.0018968854770282108 0.0010677331075092994
leaf_count=1103 279 414 116 478 504 227
internal_value=0 -0.0020232 0.000801024 -0.00750396 0.0100017 0.0024516
internal_weight=0 0.00814817 0.00683453 0.00359211 0.00324242 0.00232683
internal_count=3121 2842 2428 1808 620 705
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=10
num_cat=0
split_feature=48 2 40 51 48 2 0 16 1
split_gain=4.98504e-05 8.90901e-05 6.71594e-05 8.98012e-05 5.27947e-05 9.16129e-05 0.000121629 9.26163e-05 3.91617e-05
threshold=0.12230500000000001 0.11237500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.08975000000000001 0.084055000000000005 -0.083914999999999976 0.052820000000000013 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -3
right_child=-2 8 3 4 -6 7 -8 -9 -10
leaf_value=-0.0005161035071556203 -0.00041492977883675331 0.00012197993638060235 0.0005199279839801685 0.00043532592893970247 0.00030475684726132544 -0.00072669963291745784 -0.0004338074640794613 2.2994514800886551e-05 0.00065269016521100117
leaf_weight=0.0010488222340711588 0.0010229671166851429 0.0010356274021077032 0.0011419110857111186 0.0016015791847830722 0.0011421173123538951 0.0015467024171487848 0.0010090831149197699 0.0010731021708039077 0.001104904474565021
leaf_count=220 108 228 265 308 203 1005 374 181 229
internal_value=0 3.81277e-05 -5.13087e-05 1.35642e-05 -7.71717e-05 -0.000160569 9.93852e-05 -0.000419616 0.000395923
internal_weight=0 0.0107038 0.00856332 0.0075145 0.00637258 0.00523047 0.00261066 0.0026198 0.00214053
internal_count=3121 3013 2556 2336 2071 1868 682 1186 457
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=10
num_cat=0
split_feature=52 52 4 160 52 0 15 47 15
split_gain=4.05791e-05 6.11244e-05 0.000118742 6.44167e-05 7.59038e-05 0.000143954 7.66505e-05 7.85632e-05 4.50134e-05
threshold=-0.23798499999999997 -0.046924999999999988 0.0052350000000000009 -1.0000000180025095e-35 0.10744000000000002 0.12500000000000003 -0.082809999999999981 0.092165000000000011 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 7 -5 -8
right_child=1 3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00036964231865784539 -3.7833045920864545e-05 -0.00041999260006472529 0.00078179578109309304 -0.00055205491850635405 0.0004899513344931545 -0.00071406416375986357 0.00066107347850912293 0.00018351528283459099 7.9447139973861915e-05
leaf_weight=0.0010277078460308288 0.0017270645107465162 0.0014745450869763973 0.0011204191903486072 0.0010346081588250872 0.0011542038365828025 0.001053305855885478 0.0010201325051384909 0.0012124818690956534 0.0010262024608472453
leaf_count=385 430 743 138 222 176 37 138 101 751
internal_value=0 3.80613e-05 0.000284672 -4.9986e-05 3.39391e-05 -6.45007e-05 9.48566e-05 -0.000155157 0.000369398
internal_weight=0 0.010823 0.00284748 0.00797548 0.00650093 0.00534673 0.00429342 0.00224709 0.00204633
internal_count=3121 2736 568 2168 1425 1249 1212 323 889
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=7
num_cat=0
split_feature=151 4 52 13 48 2
split_gain=1.85282e-05 5.04481e-05 3.65564e-05 7.37775e-05 3.98472e-05 6.45758e-05
threshold=-0.083274999999999988 0.27287000000000006 0.11434500000000002 -0.084034999999999985 0.085485000000000019 0.084245000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011254230986293627 0.017499848335159041 0.017750527155515075 -0.019589103580673076 0.0016051355204838682 0.010620362219460822 -0.026997172417541244
leaf_weight=0.0012764721617106621 0.0018682832114540124 0.0015893755105627618 0.0010090658838693882 0.0016646127939576355 0.0010379333280271701 0.0015012090925342583
leaf_count=369 529 309 412 464 218 820
internal_value=0 0.00165008 -0.00196371 0.000965315 -0.00638316 -0.0119579
internal_weight=0 0.00867048 0.0070811 0.00607204 0.00420376 0.00316582
internal_count=3121 2752 2443 2031 1502 1284
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=9
num_cat=0
split_feature=147 151 4 15 52 13 52 12
split_gain=4.09706e-05 6.56937e-05 0.000103326 7.13653e-05 7.75245e-05 0.000104897 0.00012075 5.42248e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 0.11434500000000002 0.0076650000000000008 -0.087769999999999987 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00036316593825283262 0.00036594429285284727 -0.00050822381387576315 0.00058275308233166306 -0.00023739789730650655 -0.0004714219784795054 -0.00028860614129887192 0.0008225385573089525 0.00026097289467182181
leaf_weight=0.0019659137135473242 0.0010529286284505232 0.0011118941718975461 0.0011444015133050952 0.0011167145880385419 0.0010014358978816225 0.0016577136243467296 0.0012751231742123563 0.0013728151156836032
leaf_count=462 124 218 237 329 353 308 116 974
internal_value=0 -3.95139e-05 3.37884e-05 -4.95796e-05 2.9807e-05 0.000122377 0.000303348 0.000531397
internal_weight=0 0.010646 0.0086801 0.0075357 0.0064238 0.00542237 0.00376465 0.00264794
internal_count=3121 2997 2535 2298 2080 1727 1419 1090
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=7
num_cat=0
split_feature=52 4 15 49 15 15
split_gain=2.05224e-05 8.46661e-05 9.447e-05 7.04433e-05 0.000122115 6.30314e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.043469999999999995 -0.10653 0.024640000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.02794157988529198 0.010135565024058721 0.012282327562386392 0.03155425097770076 0.00037364775325214979 -0.039791315548129272 0.00038633528074859957
leaf_weight=0.0010953873914570358 0.0016612953662453649 0.0013662992199660116 0.0013984690725179156 0.0020013109893496027 0.001217434970051532 0.0012104622054424285
leaf_count=198 553 241 273 394 554 908
internal_value=0 -0.00204187 0.00190174 -0.0067424 -0.0148181 0.0170933
internal_weight=0 0.00828936 0.00719398 0.00458505 0.00321875 0.00260893
internal_count=3121 2568 2370 1189 948 1181
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=7
num_cat=0
split_feature=1 4 3 16 3 3
split_gain=1.77601e-05 4.32424e-05 4.77444e-05 3.98084e-05 6.23924e-05 8.43594e-05
threshold=0.094385000000000011 -0.15764999999999998 0.013900000000000001 -0.5315899999999999 0.11296500000000002 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0067853784766642089 -0.013578792163800181 -0.026250046471017592 0.0010991039261196917 -0.0042492529953340073 -0.0085753547189609449 0.030514680138045487
leaf_weight=0.001885409894007809 0.0010611376779184889 0.0013350956735680144 0.0012230677599125439 0.00116675954368392 0.0014983889310598436 0.0017375464122432432
leaf_count=150 97 1929 99 249 190 407
internal_value=0 -0.00470541 -0.0131743 0.0038077 0.00799819 0.0165488
internal_weight=0 0.00444357 0.00255816 0.00546383 0.00440269 0.00290431
internal_count=3121 2178 2028 943 846 656
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=10
num_cat=0
split_feature=147 151 4 52 15 3 151 2 2
split_gain=5.44979e-05 7.00433e-05 0.000101909 8.21842e-05 0.00012454 0.0001467 7.42839e-05 6.51852e-05 6.1183e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.12711499999999995 -0.086379999999999985 0.090675000000000019 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 -6 -1 -3 -7
right_child=-2 2 -4 -5 5 8 -8 -9 -10
leaf_value=-1.9471512394302322e-06 0.0004197049984870912 -0.00057070829726376575 0.00057453512266000231 -0.00053230460331507546 -0.00036546511123774919 0.00021200339181873872 -0.00075232144222818465 7.2634210335299074e-05 0.00077646739831883178
leaf_weight=0.00102902927482805 0.0010743357124476096 0.0014848411488276965 0.001157418601716728 0.0011525760442960883 0.001096907916636275 0.0015925348424695633 0.0010002678238418836 0.0010224765395344454 0.0013763110329591266
leaf_count=250 124 316 237 396 173 916 212 354 143
internal_value=0 -4.31449e-05 3.19387e-05 -4.93504e-05 3.53347e-05 0.000247285 -0.000371817 -0.000308355 0.00047368
internal_weight=0 0.0109124 0.00888307 0.00772565 0.00657307 0.00406575 0.0020293 0.00250732 0.00296885
internal_count=3121 2997 2535 2298 1902 1232 462 670 1059
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 13 2
split_gain=4.3129e-05 5.66953e-05 0.000120499 6.12345e-05 7.99131e-05 0.000106301 0.0001038 0.000136735
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.12005499999999998 0.11434500000000002 0.10981000000000002 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00033874224541873005 0.00037089695292593787 -0.00049379799559031996 0.00061918124568483381 -0.00021207608320866672 -0.00046930519613526807 0.00064856417969596722 -0.00054688484502822315 0.00061799603664620137
leaf_weight=0.0019851672527187282 0.0010827029315755585 0.0010806672199892182 0.001151774932026021 0.0017398789839259275 0.0011045341214617069 0.0011149384808697262 0.0011099361075053576 0.0013588618883886229
leaf_count=462 124 403 237 905 396 144 173 277
internal_value=0 -3.98667e-05 2.86411e-05 -6.19416e-05 1.06598e-05 0.000110242 -3.23671e-05 0.000151928
internal_weight=0 0.0106458 0.00866059 0.00750882 0.00642815 0.00532362 0.00420868 0.00309874
internal_count=3121 2997 2535 2298 1895 1499 1355 1182
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 1 3 0
split_gain=6.58435e-05 0.000105244 7.34777e-05 0.000105482 0.000133481 7.87471e-05 0.000115281 6.30227e-05 7.93473e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.055319999999999994 0.094385000000000011 0.11296500000000002 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00039273410385536105 -0.00048007177014428579 0.00064645895161057521 0.00053139537331722733 0.00062709756113364168 -0.00065575900617068029 -0.00049832445817615551 0.00063851609836786095 -0.0002553288172221911 -3.4703012378833367e-05
leaf_weight=0.0016919017186403503 0.0010211433691805711 0.001001958807794248 0.0012094636595404327 0.0010805676305782538 0.0011099702869202532 0.0014276314179297051 0.0013990040122170005 0.0010312210117701132 0.0012972331041153475
leaf_count=697 170 333 864 163 41 428 116 119 190
internal_value=0 3.99374e-05 -1.93687e-05 5.44701e-05 -2.83128e-05 8.1113e-05 -2.45302e-05 0.000156935 0.000314612
internal_weight=0 0.011249 0.010247 0.00855509 0.00747452 0.00636455 0.00515509 0.00372746 0.00269624
internal_count=3121 2951 2618 1921 1758 1717 853 425 306
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=10
num_cat=0
split_feature=41 484 160 52 0 4 4 0 3
split_gain=5.58268e-05 7.50551e-05 8.83972e-05 0.000161863 0.000190207 7.83032e-05 9.61768e-05 6.29708e-05 5.54387e-05
threshold=1.0000000180025095e-35 0.073690000000000019 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.055319999999999994 0.0067750000000000006 -0.11756999999999999 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00049624568488156301 -0.00044104498813080773 0.00046917255510242389 0.00054760057605106837 0.00075046067192221567 -0.00079546346691313364 -0.00054672336848128774 -0.00014560201412189993 0.00065186203039921582 1.5258739131549839e-05
leaf_weight=0.0012910074887745966 0.0010009598032825343 0.0013865546695753404 0.0011387565664155259 0.0011152958714867461 0.0011187743124308203 0.0010592087061299929 0.0018496402018860479 0.0011093210833524893 0.0010000886979170207
leaf_count=577 173 380 815 172 99 434 170 128 173
internal_value=0 4.25057e-05 -1.85965e-05 5.48921e-05 -5.17307e-05 8.3411e-05 -2.19242e-05 0.000118481 0.000350043
internal_weight=0 0.0110686 0.00968209 0.00839109 0.00727579 0.00615702 0.00501826 0.00395905 0.00210941
internal_count=3121 2948 2568 1991 1819 1720 905 471 301
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=10
num_cat=0
split_feature=147 151 4 457 15 52 13 52 12
split_gain=4.54949e-05 7.0988e-05 0.000123047 8.21905e-05 6.69747e-05 9.88787e-05 0.000100931 0.000100575 7.41069e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.032140000000000009 -0.10203999999999998 0.11434500000000002 0.0076650000000000008 -0.087769999999999987 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -6 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=-0.000771944913727299 0.00038040866723010569 -0.00049834830561701219 0.00062227563020670555 2.1053494943208603e-05 -0.00018971708244634638 -0.00053903810517485866 -0.00028191909722342896 0.00083525637935424413 0.00018226384372635907
leaf_weight=0.0010083941901202287 0.0010653006171772441 0.0011369960394399317 0.0011750167734536675 0.0010016306789339402 0.0011393169328077751 0.0010323941191373908 0.0016538431020296515 0.0013252906026033945 0.0013476689024655591
leaf_count=268 124 218 237 194 329 353 308 116 974
internal_value=0 -4.42752e-05 3.15822e-05 -0.00037678 -5.93188e-05 1.74949e-05 0.000122608 0.0002981 0.000506027
internal_weight=0 0.0108206 0.00881053 0.00201002 0.00763551 0.00649851 0.00546612 0.00381228 0.00267296
internal_count=3121 2997 2535 462 2298 2080 1727 1419 1090
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=9
num_cat=0
split_feature=484 15 15 160 133 52 15 16
split_gain=0.000128081 9.06681e-05 9.76605e-05 6.1262e-05 8.27032e-05 0.000100324 0.000134727 0.00017537
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.086870000000000017 0.088525000000000006 -0.087769999999999987 -0.03241999999999999 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=-0.00065815189379370956 0.00053077368314173904 -0.00057104727400135696 -0.00021580895070342173 -0.00033027402127431708 -0.00035201159312773188 0.00075405192664936504 -0.00036303452270437119 0.00053792192856863617
leaf_weight=0.0010301301671908252 0.0014025075806405876 0.001037713179362563 0.0016298310787532713 0.0013106453491226007 0.001183377375445019 0.0019241162450511166 0.0016086424939562669 0.001717443396717251
leaf_count=515 232 185 344 188 469 304 712 172
internal_value=0 6.2755e-05 -2.88982e-07 6.28943e-05 0.000126801 0.000209157 0.00034108 0.000102179
internal_weight=0 0.0118143 0.0104118 0.00937406 0.00806341 0.00688003 0.0052502 0.00332609
internal_count=3121 2606 2374 2189 2001 1532 1188 884
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=8
num_cat=0
split_feature=147 11 3 16 1 16 3
split_gain=4.7663e-05 6.465e-05 7.97576e-05 0.000107626 6.65593e-05 8.33584e-05 7.56446e-05
threshold=0.089025000000000007 0.081005000000000008 -0.12018999999999998 -0.27167499999999994 0.094825000000000007 -0.056919999999999991 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00041063906241752115 0.00039163797329579982 -0.00050893912285880085 -0.00054216895042070122 -0.00042341572493516074 0.00056127107048248141 -5.3779351233013663e-05 0.0001793668936530587
leaf_weight=0.0015988353953961818 0.0010884418955359474 0.0010186971216993761 0.0015032756119797343 0.00184397120917262 0.0015737160099221978 0.0018351445012118068 0.0014143456897523221
leaf_count=157 124 178 280 1797 186 318 81
internal_value=0 -3.88795e-05 1.01362e-05 -6.82362e-05 3.86234e-05 0.000230161 -0.000161764
internal_weight=0 0.010788 0.00976929 0.00817045 0.00666718 0.00340886 0.00325832
internal_count=3121 2997 2819 2662 2382 504 1878
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=9
num_cat=0
split_feature=48 2 3 2 12 42 42 160
split_gain=5.83387e-05 0.000109821 5.59962e-05 6.56015e-05 5.69805e-05 9.5893e-05 6.53991e-05 9.1931e-05
threshold=0.12474000000000002 0.11510000000000002 0.13524500000000003 0.10774000000000002 0.10345000000000001 0.075730000000000006 -0.0060199999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00032244306675575604 -0.00044987560597247166 0.00052674480717260902 0.00038818759860698718 -0.00054803681677956706 0.00034254585462015067 -0.0004608814652977006 0.00046800557645944492 -0.00025945723606951452
leaf_weight=0.0012017027517218625 0.0010158504089774435 0.0015415730648306479 0.0010588692527652701 0.0010532398105856525 0.0013305498715827629 0.0019753993808274469 0.0019564208159373537 0.0010140633294393776
leaf_count=596 102 383 68 176 190 1213 276 117
internal_value=0 4.09834e-05 -3.70998e-05 -8.98842e-05 -2.53568e-05 -0.000104984 6.35228e-05 0.000219664
internal_weight=0 0.0111318 0.00959025 0.00853138 0.00747814 0.00614759 0.00417219 0.00297048
internal_count=3121 3019 2636 2568 2392 2202 989 393
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=8
num_cat=0
split_feature=42 43 0 16 457 1 0
split_gain=1.85537e-05 4.42881e-05 6.75328e-05 3.47702e-05 5.39542e-05 5.54936e-05 6.29221e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.071345000000000006 0.045365000000000009 0.095285000000000022 -0.14832499999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=-0.010345193796591016 -0.0025165760721223476 -0.020172913206028455 0.032581665910336018 -0.01700903670869252 0.020579982663595731 -0.013494188711495606 0.017728197174391912
leaf_weight=0.0014842062008403019 0.0011641270574410064 0.0014065777263975849 0.0010361430719018597 0.001303094503390204 0.0011305507662270065 0.0011249948358020984 0.0015142729382112848
leaf_count=862 749 667 154 255 107 80 247
internal_value=0 0.00175369 0.0140118 -0.00240883 0.00126659 -0.00413025 0.00441957
internal_weight=0 0.00867976 0.00220027 0.00647949 0.0051764 0.00404585 0.00263927
internal_count=3121 2259 903 1356 1101 994 327
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=8
num_cat=0
split_feature=474 160 52 0 151 4 15
split_gain=6.88268e-05 8.04695e-05 6.23163e-05 0.000102177 6.91476e-05 7.26274e-05 9.54551e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.0083949999999999979 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00042203678050994892 0.00046124963547693328 -0.00029819608217280315 0.00044266624754768605 -0.00056826130783499689 -0.00033856922558417465 0.00049875660208858477 0.00029569390663844897
leaf_weight=0.0018629079267719001 0.0011135678367075056 0.0016460524576560644 0.0011935819635680795 0.0011893278149728015 0.0016747578635290055 0.0016821800644924003 0.0020037084391749302
leaf_count=736 344 289 166 49 384 209 944
internal_value=0 -4.97748e-05 2.40824e-05 -3.68757e-05 5.33225e-05 0.000161261 6.92215e-06
internal_weight=0 0.0112525 0.00938961 0.00819603 0.0070067 0.00536065 0.00367847
internal_count=3121 2777 2041 1875 1826 1537 1328
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=10
num_cat=0
split_feature=484 51 15 16 2 3 12 13 15
split_gain=0.000161693 7.66584e-05 7.80219e-05 6.6133e-05 0.000123462 0.000120511 0.000118862 6.05338e-05 4.19244e-05
threshold=-1.0000000180025095e-35 0.095050000000000009 -0.24436499999999997 -0.014034999999999997 0.097220000000000015 0.097915000000000016 0.051320000000000005 0.0076650000000000008 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 7 -5 8 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00075538451341959005 0.00049232326274119991 0.00053155547777604156 -0.00016068530365994602 0.0003009926432259014 0.00054414508441095414 -0.0007916450980664766 -0.00054772800838306555 -0.00042640497755739855 0.00032870737082675247
leaf_weight=0.0010127524249502256 0.0011338091272062199 0.0011969806293287812 0.0012072599243745099 0.0012110154851480354 0.0016573358268680873 0.0010634536416172964 0.0013324468976499808 0.0011369038816872144 0.0015207436560513699
leaf_count=515 215 240 177 119 312 87 389 184 883
internal_value=0 6.19735e-05 7.20565e-06 -5.30442e-05 0.000127718 -0.000207121 -0.000143628 -4.62859e-05 0.00011213
internal_weight=0 0.0114599 0.010263 0.00912916 0.0042008 0.00492836 0.00254346 0.00386491 0.002728
internal_count=3121 2606 2366 2151 820 1331 508 1244 1060
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=8
num_cat=0
split_feature=50 160 12 43 151 0 13
split_gain=2.0908e-05 4.75946e-05 7.6807e-05 5.08993e-05 5.29063e-05 8.55469e-05 8.62086e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.0083949999999999979 -0.10151999999999999 -0.061684999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.016094893363455428 -0.013735115205230001 -0.026186748444278825 0.021861433708869317 -0.020727410494870729 0.019969116738219744 0.008902569606874888 -0.030161060187034329
leaf_weight=0.0017934756771455567 0.001001815450325255 0.0011200661986541498 0.0010920603128177046 0.0011584117102472107 0.0017732984873717666 0.0012093780310231026 0.0010602032971999422
leaf_count=625 597 274 157 193 187 482 606
internal_value=0 0.00147704 -0.00205935 0.00223475 -0.00188606 0.00351258 -0.00934546
internal_weight=0 0.00920689 0.00741342 0.00629335 0.00520129 0.00404288 0.00226958
internal_count=3121 2524 1899 1625 1468 1275 1088
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=11
num_cat=0
split_feature=484 42 15 15 43 2 2 2 0 48
split_gain=0.000138157 0.000106223 9.97006e-05 0.000148306 0.000106702 0.000167467 0.000153608 8.1227e-05 8.00496e-05 1.85805e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.24436499999999997 -0.095869999999999983 -0.074359999999999996 0.089125000000000024 0.10097500000000002 0.084245000000000014 -0.07384499999999998 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 7 -6 -7 -5 -8 -4
right_child=1 2 3 4 5 6 8 -9 -10 -11
leaf_value=-0.00069020599144159727 -0.00052542687105365559 0.00062836201658559914 -0.00061119407135976946 0.00092437632081469119 -0.00060622683106209584 0.00065688250554730521 0.00023385483238948134 0.00020687002636088621 -0.00052245295351219234 -0.00023631051645885666
leaf_weight=0.0010316110992068502 0.001092689385446175 0.0012870208849071621 0.0010130832376629541 0.0010384815917380392 0.0012709520289781949 0.0016920267594091737 0.0011106688817087923 0.0014586506570716455 0.0010436140388840197 0.001020159532068487
leaf_count=515 191 228 120 222 640 250 118 450 214 173
internal_value=0 5.74935e-05 0.000115744 4.73595e-05 0.000172985 1.08405e-05 0.000214741 0.000505259 -0.000132529 -0.0004231
internal_weight=0 0.0120273 0.0109347 0.00964764 0.00761439 0.00511726 0.00384631 0.00249713 0.00215428 0.00203324
internal_count=3121 2606 2415 2187 1894 1222 582 672 332 293
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=8
num_cat=0
split_feature=2 151 48 2 13 1 1
split_gain=2.11957e-05 3.7745e-05 6.40393e-05 7.54968e-05 0.000104114 7.30461e-05 0.000115676
threshold=0.12358500000000001 -0.083274999999999988 0.091545000000000015 -1.0000000180025095e-35 -0.084034999999999985 0.111945 0.081670000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.019187233577544219 0.011523273053430422 0.02131056287085583 0.022196420015053089 0.011291269505733626 -0.0092675004080136746 0.002024781226675417 -0.053688249332802029
leaf_weight=0.0010956596633627524 0.001376954034290701 0.0010553929662941476 0.0011702001939289967 0.0018715602645000854 0.0013999583970470339 0.0012373382879582936 0.0010085854371721329
leaf_count=341 315 149 230 540 919 102 525
internal_value=0 -0.0018151 0.000643107 -0.00319415 -0.00788149 -0.0177235 -0.0278688
internal_weight=0 0.0088387 0.00774304 0.00657284 0.00551744 0.00364588 0.00240854
internal_count=3121 2806 2465 2235 2086 1546 1444
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 52 4
split_gain=2.22899e-05 5.63623e-05 0.000117502 5.98813e-05 9.59799e-05 6.43596e-05 9.7566e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.10222000000000002 0.11924500000000002 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.013759041169750411 -0.025493387898219103 -0.03328022826060794 0.0093444243322293348 0.035699058774760449 -0.0033793230812250263 0.019719806319545549 -0.016939044012822584
leaf_weight=0.00105220721069585 0.0010507629052756186 0.0014315188946153073 0.0011796857878346137 0.0012126131569247991 0.0013047725686882537 0.0016252583324201577 0.0013121449881750445
leaf_count=180 293 572 323 305 141 968 339
internal_value=0 -0.00161265 -0.0140233 0.00336877 0.0154446 -0.00425364 0.00334421
internal_weight=0 0.00911676 0.0026112 0.00650555 0.00251739 0.00398817 0.0029374
internal_count=3121 2941 895 2046 446 1600 1307
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=8
num_cat=0
split_feature=1 43 4 15 3 2 1
split_gain=1.95363e-05 5.17136e-05 3.35647e-05 9.43783e-05 6.97103e-05 0.000122263 3.48282e-05
threshold=0.077565000000000009 0.070450000000000013 -0.034939999999999992 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.018431188654683819 -0.011722336368930544 0.0088318626529653513 -0.016854865239094619 0.032866338729220117 -0.01786374528949319 0.034761616474940873 0.0081999347190084334
leaf_weight=0.0016625857833025314 0.0013147641320930747 0.0011964347858783944 0.001227198408494549 0.0010675282261712752 0.0015041603207204424 0.0011348428883786775 0.0010126251579591545
leaf_count=1424 602 212 210 140 186 225 122
internal_value=0 -0.00702222 0.00273675 0.00593372 4.06312e-05 0.00802099 -0.00552758
internal_weight=0 0.00285902 0.00726112 0.00594636 0.00487883 0.00337467 0.00223982
internal_count=3121 1636 1485 883 743 557 332
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=7
num_cat=0
split_feature=159 160 42 43 16 0
split_gain=2.07447e-05 4.80248e-05 5.10255e-05 9.4648e-05 3.55061e-05 6.19107e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019755283076505592 0.011176479670785373 -0.018445455342190383 0.026564470810823415 -0.010978373673633047 -0.014825029382583205 0.016720848596317072
leaf_weight=0.0012775325756570052 0.0014224393739741418 0.0011169191216015509 0.0015101890783439358 0.0015194542840902816 0.0015124030088094387 0.0017207303910147047
leaf_count=684 527 645 384 109 299 473
internal_value=0 -0.00185431 0.00124461 0.00475618 -0.00217365 0.00373156
internal_weight=0 0.00865723 0.0073797 0.00626278 0.00475259 0.00324018
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=10
num_cat=0
split_feature=1 51 49 42 52 0 3 1 2
split_gain=5.66087e-05 6.37416e-05 6.64568e-05 6.93911e-05 6.78765e-05 9.21254e-05 9.99226e-05 0.000140544 5.92412e-05
threshold=0.13686500000000004 -0.090529999999999985 -0.043469999999999995 0.090395000000000017 0.10347000000000002 -0.014954999999999998 0.11924500000000002 0.094825000000000007 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 7 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00040424957218748649 0.00041771922289988311 -0.00017317899173432638 -0.00026802461147258807 -0.00065994238736562867 0.00028344818973077916 -0.00062366072815964104 -0.0005425571052631716 0.00071461133839467326 0.0004314161250854361
leaf_weight=0.0010664245899733834 0.0010924183862087251 0.0010930501808643252 0.0011928035965385934 0.0010627088698617138 0.0012844682958550535 0.0015170157321810038 0.0010381493047370016 0.0010541943846538058 0.0014492336477408838
leaf_count=383 169 168 1058 558 291 112 60 125 197
internal_value=0 -5.07467e-05 -0.000100813 -0.000197636 -0.000116918 -0.000224007 -3.94554e-05 0.000192986 0.000171472
internal_weight=0 0.010758 0.00969162 0.00714934 0.00608663 0.00480216 0.00328515 0.002247 0.00254228
internal_count=3121 2952 2569 2204 1646 1355 1243 1183 365
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=9
num_cat=0
split_feature=47 47 474 160 49 52 4 1
split_gain=5.71422e-05 8.79807e-05 6.87439e-05 7.45824e-05 8.10027e-05 0.000121819 0.000121223 0.000179504
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -0.081404999999999991 0.091275000000000009 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00046944454724970466 -0.00043752807889565007 0.00055666630710244128 0.00046945775570133636 0.0004712537727325111 -0.00066191161409911406 0.00036633737707187329 0.00044456107943091757 -0.00057198254429867955
leaf_weight=0.0014906237895664226 0.0010268920414894323 0.0011608003674335012 0.0010141280299359708 0.0012276530952661279 0.0017041530634521818 0.0016951495497842285 0.001544479408289212 0.001176656308282442
leaf_count=655 65 187 328 167 1029 273 267 150
internal_value=0 4.60907e-05 -1.40622e-05 -6.95398e-05 1.15843e-05 -8.06173e-05 -0.000251828 4.99371e-06
internal_weight=0 0.0110136 0.00985284 0.00883872 0.00734809 0.00612044 0.00442529 0.00272114
internal_count=3121 3056 2869 2541 1886 1719 1446 417
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=10
num_cat=0
split_feature=41 157 49 16 13 16 1 43 4
split_gain=7.29081e-05 8.00319e-05 9.36923e-05 0.000110825 0.000105801 0.000234159 0.000178392 0.000137205 9.05989e-05
threshold=0.075585000000000013 -0.072409999999999988 0.093655000000000002 0.38525000000000004 -0.0039049999999999992 -0.056919999999999991 0.11212500000000002 -0.063379999999999978 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 8 -3 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00050337552225391332 -0.00050146161994300267 0.00063956884086677278 0.0004689893547652924 0.00041435082140225222 -0.00012177112754348171 -0.0010409911564856719 -0.00068770266931817532 -0.00024051222884056259 0.00067476790518665886
leaf_weight=0.0012744986397319113 0.0010429027193472875 0.0011518444403868149 0.0013281623801929257 0.0014192283575630441 0.0011834716007492023 0.0013807112232348518 0.0012153258157590924 0.001666318236674311 0.0010240258690170367
leaf_count=407 170 586 351 164 260 197 69 856 61
internal_value=0 3.96951e-05 -1.72973e-05 -8.87356e-05 -0.000182415 -0.000359365 -8.44086e-05 0.000119196 0.000247732
internal_weight=0 0.0116436 0.0103691 0.00904093 0.0076217 0.00480353 0.00342282 0.00281816 0.0022075
internal_count=3121 2951 2544 2193 2029 587 390 1442 321
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=8
num_cat=0
split_feature=150 150 1 42 13 0 2
split_gain=1.95239e-05 6.08149e-05 5.21181e-05 7.96074e-05 4.53774e-05 8.4354e-05 6.7874e-05
threshold=0.11456000000000001 0.081835000000000019 0.12811000000000003 0.088915000000000008 -0.13710499999999998 -1.0000000180025095e-35 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.016150560823035755 -0.012845103293078195 0.022312103253665824 0.016394158772185818 -0.029501302103399043 0.012007957916046315 0.029074988295503579 -0.018111687154555842
leaf_weight=0.0013613271115278215 0.0010626593747623562 0.0012141857020750496 0.0013206156120148414 0.0011320530151837779 0.0014387435021239886 0.0010680025139253859 0.0015587647103513416
leaf_count=88 124 296 218 729 431 175 1060
internal_value=0 0.00147958 -0.00173059 -0.00537996 -0.000348181 0.00494321 -0.00365486
internal_weight=0 0.00909369 0.00787951 0.00655889 0.00542684 0.00406551 0.00299751
internal_count=3121 2997 2701 2483 1754 1666 1491
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=9
num_cat=0
split_feature=484 52 52 13 160 16 2 2
split_gain=0.00018273 0.000116644 0.000169667 7.52259e-05 0.000101446 7.73815e-05 0.000103946 4.85751e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.090859999999999982 -0.083364999999999981 -0.081969999999999987 -0.056919999999999991 0.090675000000000019 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 6 -6 -4
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00079080852382802701 -0.00058329705171454116 0.00087750307764447046 0.00049397876776752713 0.0004695209710294074 -0.00034693933792878499 -0.00049983320786512776 0.00030077604206949952 1.1834198418410692e-05
leaf_weight=0.0010640372754794894 0.0010045711555320752 0.0010176482661146237 0.0018327870839059623 0.0010900267639661421 0.0018873702533849155 0.0019555012247230346 0.0019232747776907983 0.0014303484826598402
leaf_count=515 328 196 488 289 566 251 315 173
internal_value=0 5.66114e-05 0.000114332 3.75839e-05 -7.90473e-05 -0.000182748 -2.00302e-05 0.000282638
internal_weight=0 0.0121415 0.011137 0.0101193 0.00685617 0.00576615 0.00381065 0.00326314
internal_count=3121 2606 2278 2082 1421 1132 881 661
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 1 1 12
split_gain=8.82377e-05 9.33387e-05 9.39136e-05 0.000177871 0.000153872 7.91048e-05 0.000116245 6.23326e-05 3.61872e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.055319999999999994 0.094385000000000011 0.11212500000000002 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00043337983538572285 -0.00055832636342920388 0.00061587720292056232 0.0005257810518690645 0.00078221563894524833 -0.00070026727481290515 -0.00050237953294957158 0.00046414653158918432 -0.00027945447079315571 0.00021633367637428129
leaf_weight=0.00169316620718053 0.0010176305870923654 0.00100185108179491 0.0012327437978809147 0.0011713970277990073 0.0011473317654107917 0.0014315779283598108 0.0014997704573826293 0.0012264490606441946 0.0010510864988417801
leaf_count=697 170 333 864 163 41 428 178 199 48
internal_value=0 4.41539e-05 -1.06393e-05 7.10663e-05 -3.87035e-05 7.9129e-05 -2.65764e-05 0.00015375 -5.06474e-05
internal_weight=0 0.0114554 0.0104535 0.00876036 0.00758896 0.00644163 0.00520888 0.00377731 0.00227754
internal_count=3121 2951 2618 1921 1758 1717 853 425 247
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=10
num_cat=0
split_feature=52 376 157 160 43 3 13 0 16
split_gain=7.64835e-05 8.73315e-05 6.88569e-05 6.60556e-05 5.62302e-05 7.93983e-05 9.71728e-05 0.000109915 6.733e-05
threshold=-0.24456499999999998 0.048375000000000008 -0.072409999999999988 -1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.084034999999999985 -0.10151999999999999 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -8
right_child=1 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00051623734215967441 0.00042848420301240899 0.00058299148420114656 -0.00045468197003491981 0.00052919729560971349 -0.00038255307056573164 0.0004186718375803142 -0.00030750139507421445 -0.00067212990802830819 0.00032344517918447293
leaf_weight=0.0010170380185294441 0.0012151563505959683 0.0010526582546865138 0.0014341660886557353 0.0012113902068490497 0.0012179586914290701 0.0013796285599888491 0.0011852141650361206 0.0012274156676401467 0.0014406493934386311
leaf_count=364 313 162 641 105 216 362 95 777 86
internal_value=0 4.50142e-05 -9.90524e-06 -6.8468e-05 3.82074e-06 7.68446e-05 -2.78727e-05 -0.000187754 3.86601e-05
internal_weight=0 0.0113642 0.0103116 0.00909642 0.00766226 0.0064443 0.00523291 0.00385328 0.00262586
internal_count=3121 2757 2595 2282 1641 1425 1320 958 181
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=11
num_cat=0
split_feature=484 41 159 150 4 151 4 2 0 52
split_gain=0.000161554 8.15416e-05 0.000101876 9.04723e-05 5.6117e-05 7.45592e-05 0.000114 0.00011031 9.18369e-05 0.000133231
threshold=-1.0000000180025095e-35 0.075585000000000013 0.076905000000000015 0.11456000000000001 0.24564500000000003 -0.024429999999999997 -0.0029599999999999995 0.081135000000000013 -0.055064999999999996 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00076011754405390754 0.00050300980326326039 -0.00047145846042915873 0.00057889027082504662 -0.00048325501045344598 0.00044978052322728566 0.00065840072666261556 -1.8144319739747517e-05 -0.00087675632329025841 -0.00057388744124012281 0.00038870870668339483
leaf_weight=0.0010028059093896502 0.0010676439572255029 0.0010164171569657108 0.0015263991152578245 0.0011470762528985315 0.0014836416589144421 0.0010312511482824301 0.0013187439195592615 0.0010204305060383914 0.0010142822001712798 0.0012150423822228293
leaf_count=515 228 144 377 101 178 1034 83 227 168 66
internal_value=0 5.95419e-05 0.000109403 3.23304e-05 0.000104888 2.81413e-05 -6.23968e-05 -0.000392701 0.000174567 -4.92464e-05
internal_weight=0 0.0118409 0.0108245 0.00929811 0.00815104 0.00666739 0.00559975 0.00233917 0.00326058 0.00222932
internal_count=3121 2606 2462 2085 1984 1806 1578 310 1268 234
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=9
num_cat=0
split_feature=484 160 52 0 4 4 1 15
split_gain=1.93979e-05 4.86536e-05 6.46531e-05 0.000109552 5.50066e-05 6.94168e-05 5.9815e-05 3.16731e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10744000000000002 0.11070500000000001 -0.055319999999999994 0.27834500000000006 0.094385000000000011 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.020756742075057871 0.011367073045877165 0.023596313509624586 0.024767581881530481 -0.0324550306886075 -0.027417099885590625 0.017782374793576045 0.011839932128206814 -0.012076799639222346
leaf_weight=0.0011646056316604392 0.0013032011836183214 0.0010587441895128571 0.0010096002245395565 0.0010264998178852458 0.0011773189674496856 0.0013259621526011635 0.001164355880942998 0.0010558167071490487
leaf_count=613 394 837 175 115 511 221 178 77
internal_value=0 -0.00168827 0.00115215 -0.00234957 0.00299498 -0.00162273 -0.0091961 0.000466183
internal_weight=0 0.0089829 0.0078183 0.0068087 0.0057822 0.00472345 0.00339749 0.00222017
internal_count=3121 2727 2114 1939 1824 987 766 255
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=11
num_cat=0
split_feature=41 474 49 13 52 16 16 1 4 150
split_gain=6.72985e-05 0.000104264 9.13678e-05 8.32693e-05 0.000109307 7.73593e-05 0.000162606 0.000141416 5.15472e-05 4.54351e-05
threshold=0.075585000000000013 0.084660000000000027 0.093655000000000002 -0.0039049999999999992 -0.013374999999999998 0.22339500000000004 -0.056919999999999991 0.11212500000000002 -0.0029599999999999995 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -6 -5
right_child=-2 -3 -4 5 8 -7 -8 -9 -10 -11
leaf_value=0.00067025582496698006 -0.00049144053220652624 0.0006367818788666561 0.00046798319259432422 -0.00010715544769303286 0.00018874265642615827 0.00025671919411554328 -0.00093240591635958498 -0.00065129118958833366 -0.00040549005459910561 0.00047068839185296791
leaf_weight=0.0010715383121829803 0.001000722806531104 0.0010205500660794191 0.0012863007095721265 0.0010043374339613045 0.001194455046205435 0.0010010873650102836 0.0012986162559754468 0.0011952422264383303 0.0010586996978030659 0.0010919443125397832
leaf_count=391 170 333 368 266 817 151 176 69 318 62
internal_value=0 3.92281e-05 -2.05465e-05 -9.10268e-05 0.000154708 -0.000237147 -0.000344857 -0.00011305 -9.04721e-05 0.000193841
internal_weight=0 0.0112228 0.0102022 0.00891592 0.00332469 0.00559123 0.00459014 0.00329152 0.00225315 0.00209628
internal_count=3121 2951 2618 2250 1526 724 573 397 1135 328
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 3
split_gain=1.97693e-05 4.28236e-05 7.64314e-05 7.06016e-05 7.00017e-05 5.65274e-05
threshold=0.079915000000000014 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.075944999999999985
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00058864597888127655 -0.01305941829345296 -0.020072588273532734 0.0098417092652630898 0.02328351802758151 -0.021251239339493088 0.026719771280062105
leaf_weight=0.0017839592417805187 0.0010468701392426444 0.0018987917550006847 0.0015572473855499831 0.0013176947109926375 0.0013533460806704129 0.001318008085342597
leaf_count=915 199 862 213 276 281 375
internal_value=0 0.00144103 -0.00340577 0.00407878 -0.00461566 0.0110145
internal_weight=0 0.00922905 0.00612708 0.00422829 0.00291059 0.00310197
internal_count=3121 2922 1632 770 494 1290
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=10
num_cat=0
split_feature=41 157 160 49 150 4 49 2 52
split_gain=6.68893e-05 7.01677e-05 9.09555e-05 8.91603e-05 8.46149e-05 8.66467e-05 6.46401e-05 0.000118496 0.000145705
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.090000000000000011 0.11456000000000001 0.181285 -0.048674999999999989 0.10097500000000002 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -8
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00048318187914743162 -0.00048672908802192269 -0.00044970272825378736 0.00035017722673760484 0.00061042067559345257 -0.00052388703835954938 0.00051432081851205975 -0.0003400114816557147 -0.00067772372490722006 0.00062145240235823363
leaf_weight=0.0012221832699950115 0.0010114363260028967 0.0015576463618609858 0.0012016509506236673 0.001017254674729514 0.0010512265553774824 0.0013639727145038074 0.0014142547687865945 0.0012054441217087021 0.0010603376972600788
leaf_count=407 170 642 173 285 67 175 538 185 479
internal_value=0 3.99971e-05 -1.48716e-05 6.65935e-05 -9.22107e-06 7.7404e-05 -4.46732e-05 -0.000173605 7.1966e-05
internal_weight=0 0.011094 0.00987179 0.00831414 0.00729689 0.00624566 0.00488169 0.00368004 0.00247459
internal_count=3121 2951 2544 1902 1617 1550 1375 1202 1017
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=8
num_cat=0
split_feature=1 0 15 47 49 4 1
split_gain=2.17664e-05 5.07324e-05 3.47347e-05 6.32596e-05 9.56705e-05 8.25424e-05 5.46161e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.086380000000000012 -0.006494999999999999 0.36766000000000004 0.12337000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=-0.022020179336174728 -0.0030456315240205752 0.0045987214962319957 -0.013310386166069757 -0.020649249472792751 0.047834016747993112 0.0078601988736563527 0.010068401459961468
leaf_weight=0.001302538327167921 0.0018367847561731061 0.0015899702253407422 0.0011275165603680248 0.0013219509708359231 0.001058005384337736 0.0010094010967043061 0.0010296638448709758
leaf_count=1565 259 71 433 220 273 222 78
internal_value=0 -0.00738815 0.00284569 0.00575759 0.013562 0.028317 -0.0071994
internal_weight=0 0.00289251 0.00738332 0.00625581 0.00390419 0.00206741 0.00235161
internal_count=3121 1636 1485 1052 754 495 298
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=10
num_cat=0
split_feature=48 2 3 51 42 42 49 13 15
split_gain=4.57474e-05 8.63042e-05 5.73151e-05 4.48462e-05 5.43992e-05 8.58771e-05 6.07602e-05 5.68234e-05 4.40669e-05
threshold=0.12230500000000001 0.11510000000000002 0.13524500000000003 0.087505000000000013 0.075730000000000006 0.090310000000000015 -0.006494999999999999 0.0076650000000000008 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00024665533503852479 -0.00039759900319740491 0.00047614570565828173 0.00039800096625246028 -0.00047276339712496417 -0.00071434238531325317 4.2585453173513526e-05 0.00014587822440575093 -8.626791842550979e-05 0.00072351694270866753
leaf_weight=0.0015093777760604513 0.0010498316041947829 0.0014501996997329123 0.0010303601576067975 0.001041735206866564 0.0010104122968781146 0.0013412111156834994 0.001019566081515355 0.0013431705847919907 0.0010115113923232718
leaf_count=175 108 380 68 303 655 518 217 271 426
internal_value=0 3.12192e-05 -3.81059e-05 -9.23946e-05 -3.76289e-05 -0.000282641 8.03521e-05 0.00022663 0.000433552
internal_weight=0 0.0107575 0.00930734 0.00827698 0.00723525 0.00235162 0.00488363 0.00337425 0.00203108
internal_count=3121 3013 2633 2565 2262 1173 1089 914 643
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=8
num_cat=0
split_feature=48 12 0 13 49 13 1
split_gain=2.27069e-05 5.35815e-05 7.51627e-05 5.48254e-05 7.95755e-05 5.11588e-05 4.8955e-05
threshold=-0.032929999999999994 0.051320000000000005 -0.053834999999999994 -0.00051499999999999994 -0.00064499999999999985 -0.084319999999999992 0.10538500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 3 5 -2 -5 -3 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.013846488743208506 0.026281857066156572 -0.01352133518984483 -0.023992600635070055 -0.022696703535067669 -0.0029947224663520616 0.016031076767507441 0.023782156924049235
leaf_weight=0.0010573214668478667 0.0010134344307122954 0.0010876836871884133 0.001991610903377791 0.0010926133392949663 0.0014993072409585227 0.0012694516680363949 0.0012536995867467866
leaf_count=180 387 624 268 84 159 1328 91
internal_value=0 -0.0016267 -0.00969019 0.00558995 0.000137026 0.00239432 0.00919928
internal_weight=0 0.0092078 0.00434875 0.00485905 0.00384562 0.00235714 0.00275301
internal_count=3121 2941 2220 721 334 1952 250
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 13 1 4 47
split_gain=7.41653e-05 6.81212e-05 9.59731e-05 0.000132902 0.000156627 7.33789e-05 6.89801e-05 0.000109107 0.000103566
threshold=0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.084034999999999985 0.089875000000000024 0.053180000000000012 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.00047633273635471553 -0.00050955408154495943 -0.00045664103201540116 0.00046761523480829829 0.00071207009745382396 -0.00066121707091111918 0.00042762033409182709 -0.0006506193968362537 0.0004709177370329078 -0.00033426717936056076
leaf_weight=0.0012359075254163568 0.0010225604445267241 0.0015714319403573136 0.0015879736822944973 0.0010841963733559286 0.0012325569491555 0.0010258136107981321 0.0011386080560632081 0.0012764297641655641 0.0011837289170336593
leaf_count=407 170 642 405 163 85 774 289 119 67
internal_value=0 4.18104e-05 -1.13569e-05 7.06818e-05 -2.27206e-05 0.000103956 -2.09165e-05 -0.00014877 8.34953e-05
internal_weight=0 0.0113366 0.0101007 0.00852931 0.00744511 0.00621255 0.00462458 0.00359877 0.00246016
internal_count=3121 2951 2544 1902 1739 1654 1249 475 186
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=11
num_cat=0
split_feature=484 15 15 156 151 150 3 0 47 16
split_gain=0.000130176 9.24652e-05 8.4951e-05 5.36808e-05 7.82353e-05 7.49901e-05 8.46041e-05 0.000139707 8.7436e-05 5.27597e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.085790000000000019 -0.077429999999999985 0.087380000000000013 0.088060000000000013 -0.10607499999999999 0.085270000000000026 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9
right_child=1 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00067754552378131367 0.00053139501338014632 -0.00053507723135612286 0.00060187605318925681 -0.00036689556350111947 0.00089975974690500082 -0.00044012611977369134 -0.0002186865005982581 -0.00047171660768537815 0.00053044423710221062 0.00014844975426736107
leaf_weight=0.0010013276567391151 0.0014026279829510756 0.001045243690485421 0.0010690181296338979 0.0010346883476595901 0.0010354346849886947 0.0010910714761862561 0.0019612940559596663 0.0010510908312203002 0.0010567601868126278 0.0010585639492187429
leaf_count=515 232 185 231 315 109 86 91 1035 97 225
internal_value=0 5.88068e-05 -4.91086e-06 5.43067e-05 0.000106668 3.36913e-05 0.000117572 0.000274527 7.00726e-05 -0.000160535
internal_weight=0 0.0118058 0.0104032 0.00935792 0.00832323 0.00725422 0.00616314 0.00420185 0.00316641 0.00210965
internal_count=3121 2606 2374 2189 1874 1643 1557 1466 1357 1260
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=10
num_cat=0
split_feature=47 52 47 47 13 1 4 1 4
split_gain=8.33085e-05 7.78007e-05 9.01171e-05 8.59883e-05 9.70387e-05 8.92712e-05 0.000101502 0.000242952 6.16852e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.077555000000000013 -0.23438999999999996 1.0000000180025095e-35 0.0052350000000000009 0.11181500000000001 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 -6
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.00065991164775003872 -0.00053053991148618049 -0.00039416606271023126 0.0006389396740908227 -0.00049147484534938478 1.5640324080006753e-05 -0.00018732269189226814 0.0010816778621799471 -6.6179566280823209e-05 -0.00065907550640561727
leaf_weight=0.0010772842343584775 0.0010377928759217501 0.0013394132769878131 0.0010984877994326793 0.0010218725547972056 0.0010744616844209993 0.001832556634980598 0.0011949917340242922 0.0017429312338238987 0.0010112661362182195
leaf_count=112 65 476 160 170 45 630 102 153 1208
internal_value=0 4.97556e-05 0.000108897 4.38801e-05 0.000112836 2.6877e-05 0.000174819 0.000400708 -0.000311496
internal_weight=0 0.0113933 0.0100539 0.00895536 0.00793349 0.00685621 0.00477048 0.00293792 0.00208573
internal_count=3121 3056 2580 2420 2250 2138 885 255 1253
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=10
num_cat=0
split_feature=484 15 15 13 16 48 3 1 3
split_gain=0.000177584 9.4498e-05 0.000149888 6.21833e-05 9.5941e-05 0.000114625 9.78294e-05 9.80409e-05 8.53136e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.11596500000000001 0.22339500000000004 0.092065000000000022 0.092670000000000016 0.077565000000000009 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10
leaf_value=-0.00079113308233893717 0.00055462976045342588 -0.00069656077964462082 -0.00039375661536329297 0.0003989732384602001 -0.00049185227103767297 -0.00042403444348459014 0.00073246857697727456 0.00064013683610071527 -8.4546831011267476e-05
leaf_weight=0.0010005790392920771 0.0013638718064002712 0.0010502699001124589 0.0011403789508194215 0.0019223776400881729 0.0012505109086579048 0.0012525763891262053 0.0011797025416534906 0.0013294588672679228 0.0011779727725117484
leaf_count=515 232 185 935 152 326 135 98 439 104
internal_value=0 6.96099e-05 5.40638e-06 8.5084e-05 2.7696e-06 0.0001045 0.000241637 8.29018e-05 0.000299686
internal_weight=0 0.0116671 0.0103032 0.00925298 0.0073306 0.00608009 0.00482751 0.00364781 0.00250743
internal_count=3121 2606 2374 2189 2037 1711 1576 1478 543
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=2.57136e-05 4.44876e-05 7.10289e-05 5.11011e-05 0.000108254 9.0437e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.015596953384934435 -0.015140530573159333 -0.024848247876710271 0.015678971204939548 -0.0064277532165766 -0.024098018999977051 0.025415136106085146
leaf_weight=0.0018302626405924246 0.0010155222034040822 0.0011342683230348765 0.0011617516999867955 0.0017033848159511097 0.0016644238685046132 0.0018722308880784098
leaf_count=625 597 274 283 179 911 252
internal_value=0 0.00161235 -0.00178406 0.00230245 -0.00774695 0.0102455
internal_weight=0 0.00936632 0.00753606 0.00640179 0.00282618 0.00357562
internal_count=3121 2524 1899 1625 1194 431
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=11
num_cat=0
split_feature=147 151 457 4 52 15 52 13 2 12
split_gain=4.28535e-05 7.61171e-05 0.000107772 9.88603e-05 8.32163e-05 0.000118876 0.000121793 0.000101321 0.000110475 6.44099e-06
threshold=0.089025000000000007 -0.0083949999999999979 0.041220000000000007 0.40473500000000007 0.11434500000000002 -0.10203999999999998 -0.12005499999999998 0.0076650000000000008 0.089885000000000007 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 -8 -10
right_child=-2 3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00081796767755801985 0.0003628904478413521 -0.00056799020386987399 7.8083509369627685e-05 0.000566781928030801 -0.00052548447665087946 -0.00045511419055537016 2.6375007795365144e-05 -0.0001960264705203954 0.00086909421302606711 0.00064700000626924023
leaf_weight=0.0010657807529681857 0.0010886190321322828 0.0010422079313011298 0.001000517593730231 0.001162582218394952 0.0011814237174300399 0.0010289441822008295 0.0013123657680558947 0.0011998367458369331 0.0010028831995379901 0.001005275698600909
leaf_count=271 124 175 191 237 396 382 837 175 88 245
internal_value=0 -4.49347e-05 -0.000384093 3.34941e-05 -4.62687e-05 3.96231e-05 0.000153738 0.000292328 0.000468789 0.000757915
internal_weight=0 0.0110018 0.0020663 0.00893552 0.00777294 0.00659151 0.00554931 0.00452036 0.00332052 0.00200816
internal_count=3121 2997 462 2535 2298 1902 1727 1345 1170 333
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=9
num_cat=0
split_feature=52 52 48 12 43 13 16 13
split_gain=0.000106301 8.97123e-05 5.51514e-05 0.000119265 7.90015e-05 0.000115723 0.000109659 3.22519e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.086909999999999987 -0.083364999999999981 -0.074319999999999983 -0.086354999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -5
right_child=1 2 3 7 5 6 -8 -9
leaf_value=-0.00061006542153601445 0.00045446161969350471 0.00037881039746853306 -0.00038915249912696304 -0.00022640620325023542 0.00059330356338673613 -0.00039028347549258769 0.0003053794853487905 -0.00070950857993605542
leaf_weight=0.0010173839240939066 0.0017901271579211136 0.0011533211436897178 0.0012333551366392002 0.0010133124253902679 0.0016389316280445332 0.0017225938744515681 0.00176257824104338 0.0011169083398069523
leaf_count=364 407 119 288 57 627 519 321 419
internal_value=0 5.13452e-05 -2.35048e-05 -7.81722e-05 5.6371e-05 0.000163607 -3.84614e-05 -0.000479704
internal_weight=0 0.0114311 0.009641 0.00848768 0.00635746 0.0051241 0.00348517 0.00213022
internal_count=3121 2757 2350 2231 1755 1467 840 476
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=8
num_cat=0
split_feature=47 4 15 12 51 151 1
split_gain=2.64256e-05 6.24082e-05 6.92566e-05 5.32815e-05 4.17456e-05 4.92235e-05 7.95235e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 0.095330000000000012 -0.031924999999999995 -0.0052199999999999989 0.080270000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.017035359154135479 -0.014862344614149951 -0.0041271972939473109 0.028794062369252523 -0.022405282297829048 0.023706048713175984 0.012808783430000917 -0.018095256653219472
leaf_weight=0.0010639974068391836 0.001077163005774426 0.0011121102998398547 0.0015021159880626743 0.0012117631734619464 0.0010699088004191555 0.0018755509186714208 0.001497450275257094
leaf_count=399 112 169 229 572 303 902 435
internal_value=0 0.00167973 0.0147891 -0.00342112 0.000756234 0.005017 -0.000911124
internal_weight=0 0.0093329 0.00261423 0.00671867 0.00550691 0.00444291 0.003373
internal_count=3121 3009 398 2611 2039 1640 1337
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=9
num_cat=0
split_feature=376 133 43 3 49 15 0 3
split_gain=2.31869e-05 5.13458e-05 7.57485e-05 9.67392e-05 9.00792e-05 7.23014e-05 0.0001405 6.88598e-05
threshold=0.048375000000000008 1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.006494999999999999 -0.11713499999999999 -0.10151999999999999 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.030318127123138989 0.014345732559672621 -0.021715380659030781 -0.02410639120258392 -0.034211853465017254 -0.013153790521689239 0.041873129133446686 -0.0034700985465963628 0.0017181923995536936
leaf_weight=0.0012301280851593046 0.0010127528647773327 0.0011158009494453393 0.0010385994026341936 0.001109207419023114 0.0010870728916554809 0.0012612413076919832 0.0014914746124776901 0.0010275041720077399
leaf_count=206 166 1026 272 169 191 98 870 123
internal_value=0 -0.00158283 0.00114165 0.00478032 -0.000476059 0.0086821 0.0173053 -0.0169338
internal_weight=0 0.00936103 0.00824523 0.00720663 0.0059765 0.00383979 0.00275272 0.00213671
internal_count=3121 2955 1929 1657 1451 1159 968 292
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=10
num_cat=0
split_feature=484 41 15 160 15 2 150 3 3
split_gain=0.000143346 9.72629e-05 9.7105e-05 7.16793e-05 9.41357e-05 0.000125044 0.000119925 0.000210807 6.50504e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.24436499999999997 0.092070000000000013 -0.016799999999999995 0.10097500000000002 0.081835000000000019 0.090900000000000009 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 8 7 -4 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.000705986854696035 0.00065098112887680595 -0.0005198207463231445 8.0698930331067547e-05 -0.00044305981233523986 0.00030418415461564021 -0.00010882123465378326 0.00044249650054692028 -0.0010326801804272207 0.00091140651100547689
leaf_weight=0.0010124971959725197 0.0011715923721344361 0.0010044214219444578 0.0017991669311713879 0.0010030575933739861 0.0015931015241266422 0.0017313332049336515 0.0010868470977358968 0.001027055798971499 0.0011812033914681305
leaf_count=515 213 144 513 152 985 241 212 72 74
internal_value=0 6.3322e-05 0.000118613 5.24136e-05 0.000111447 0.000304673 -0.000111039 -0.000323906 0.000562719
internal_weight=0 0.0115978 0.0105934 0.00942177 0.00841871 0.00450564 0.00391307 0.00282622 0.0027743
internal_count=3121 2606 2462 2249 2097 1300 797 585 1059
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 12
split_gain=2.20111e-05 3.7679e-05 0.000126081 8.01286e-05 9.50719e-05 6.31016e-05 4.39974e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10542000000000001 -0.095244999999999982 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0036176602503039169 -0.013706276414599953 -0.010646122771013901 0.033300844530180361 0.0066593576246099951 0.030374074008230015 -0.034526882260922959 -0.01959129538982118
leaf_weight=0.0017460781347116649 0.0010554062307282031 0.0012828662435282467 0.0013292187909288789 0.0016398147820935441 0.0011919760697399594 0.0010623337691020988 0.0010455923431955873
leaf_count=345 199 79 479 294 72 541 1112
internal_value=0 0.00153277 0.0117173 -0.00244623 0.00687081 -0.0153096 -0.00356162
internal_weight=0 0.00929788 0.00261209 0.0066858 0.00387738 0.00280841 0.00268541
internal_count=3121 2922 558 2364 1478 886 1406
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=8
num_cat=0
split_feature=49 15 42 43 43 1 2
split_gain=2.25823e-05 6.93659e-05 6.63112e-05 3.55374e-05 5.56614e-05 8.76454e-05 8.93774e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 0.05259500000000001 -0.084004999999999982 0.094465000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=0.02501365657430183 0.012855016708746038 -0.0087958979194842513 -0.026053497434091851 0.015971167903668228 -0.033087544847790924 0.018464010555981746 -0.01725313775377051
leaf_weight=0.0012360059811570246 0.0016573795130522435 0.0011921068791517393 0.0010467619774687971 0.0012834172319795287 0.0010900520640636214 0.001379918217570181 0.0014231750089444967
leaf_count=226 517 199 621 265 929 208 156
internal_value=0 0.00841451 -0.00261538 0.000974658 -0.0024929 -0.00902678 0.000329846
internal_weight=0 0.00242811 0.0078807 0.00683394 0.00555052 0.00389315 0.00280309
internal_count=3121 425 2696 2075 1810 1293 364
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=8
num_cat=0
split_feature=48 16 1 12 52 0 0
split_gain=2.37108e-05 5.07249e-05 6.92463e-05 5.74239e-05 6.42752e-05 0.000104772 4.26266e-05
threshold=-0.032929999999999994 -0.27167499999999994 0.12811000000000003 0.09857500000000001 0.091275000000000009 -0.10151999999999999 -0.15350499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.014100723143204614 -0.015842813097887511 -0.0034959589319113835 0.02422116945050402 -0.022549229913681128 0.02249053585515209 -0.024208924107994467 0.02450369972305827
leaf_weight=0.0010661105042337774 0.0019777279747316126 0.0011256786156507437 0.0011951804613036209 0.0011208898011376943 0.0012147794208956565 0.0015162212009738134 0.0010517128910549215
leaf_count=180 353 78 130 383 433 1409 155
internal_value=0 -0.00165274 0.00223186 -0.00212707 0.00253657 -0.00402602 0.0100283
internal_weight=0 0.00920219 0.00722446 0.00602928 0.00490839 0.00369361 0.00217739
internal_count=3121 2941 2588 2458 2075 1642 233
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=9
num_cat=0
split_feature=47 4 15 4 15 16 16 4
split_gain=2.29415e-05 6.26349e-05 5.28873e-05 4.36884e-05 5.2219e-05 4.58548e-05 4.2765e-05 7.77801e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 -0.0016099999999999997 -0.022504999999999997 -0.074319999999999983 -0.0064149999999999997 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -6 -8
right_child=-2 2 -4 5 6 -7 7 -9
leaf_value=0.022295726374102549 -0.013961601421438714 -0.0017104161431316239 0.027186007555554899 -0.02950058287556391 -0.019599762288216832 -0.0011044445302142709 -0.014514810082103683 0.023251338848805654
leaf_weight=0.0010050949302435538 0.0010575461665527528 0.0011096728011977363 0.001475649702185787 0.0010974404482775616 0.0011220423858646217 0.0011802841295173718 0.001087410389153283 0.0010939487176981257
leaf_count=486 112 169 229 292 1037 304 178 314
internal_value=0 0.00159298 0.0147831 -0.00358459 0.00233719 -0.0147861 -0.00373541 0.00442486
internal_weight=0 0.00917154 0.00258532 0.00658622 0.0043085 0.00227772 0.0033034 0.00218136
internal_count=3121 3009 398 2611 2015 596 1529 492
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=11
num_cat=0
split_feature=484 52 52 160 2 0 49 160 12 2
split_gain=0.000261984 0.00012602 9.6286e-05 7.40302e-05 7.10521e-05 0.000160508 0.000125338 8.33429e-05 0.00013319 9.53787e-05
threshold=-0.0068949999999999992 -0.24456499999999998 -0.081429999999999989 0.081905000000000019 0.11237500000000002 0.15398500000000004 0.005085000000000001 -0.078059999999999977 0.09857500000000001 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 -4 9 -9
right_child=1 2 3 -5 6 -7 -8 8 -10 -11
leaf_value=-0.00096710947121433162 -0.00058400250196338223 0.00053773231639511103 -0.0003644634400150688 -0.00044706371075013462 0.00076187277041566282 -0.00069057915798244904 -0.00014016870777246973 0.00022007664213865013 -0.00031260371944922361 0.00094999065300263423
leaf_weight=0.0010126979648902154 0.0010401868423998437 0.0018556050535228951 0.0010026199053822099 0.0010289778488281045 0.0014445841935388222 0.0010767563106994643 0.0010037188235358465 0.0019222133448968692 0.001114432085221479 0.0010722077803662841
leaf_count=503 328 319 409 129 238 33 89 794 140 139
internal_value=0 6.96162e-05 0.000128628 5.00877e-05 0.00010932 -2.54641e-06 0.000392067 0.000142391 0.000266071 0.000481436
internal_weight=0 0.0125613 0.0115211 0.00966551 0.00863653 0.00618823 0.0024483 0.00511147 0.00410885 0.00299442
internal_count=3121 2618 2290 1971 1842 1515 327 1482 1073 933
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=10
num_cat=0
split_feature=41 52 52 0 15 15 12 150 15
split_gain=7.83754e-05 5.82279e-05 0.000105282 0.000135271 0.00013605 0.00015419 0.000100992 0.00023473 0.000167777
threshold=1.0000000180025095e-35 0.19022000000000003 0.10347000000000002 0.12113000000000002 -0.016799999999999995 1.0000000180025095e-35 0.10345000000000001 0.081835000000000019 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-8.5626027310608442e-05 -0.00053351120543293224 -0.00040728992325350053 0.00066891625758806793 -0.00062597938328136263 0.0010263841094776396 8.915072443274697e-05 0.00044165661521864845 0.00041106977305731707 -0.0010961748409580802
leaf_weight=0.0012619191743924608 0.0010004988173948409 0.0010176532091885774 0.0010613621187659248 0.0011067109493870806 0.0010926460141083855 0.0017650509512671967 0.0010814634706973114 0.0013929623852786243 0.0012646860191530933
leaf_count=278 173 333 223 114 261 908 139 237 455
internal_value=0 3.9604e-05 8.49607e-05 1.58299e-05 0.000106213 0.000447504 -8.88077e-05 -0.00023517 -0.000591454
internal_weight=0 0.0110445 0.0100268 0.00896544 0.00785873 0.0028577 0.00500103 0.00391957 0.00252661
internal_count=3121 2948 2615 2392 2278 1169 1109 970 733
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=8
num_cat=0
split_feature=52 52 16 151 2 3 4
split_gain=2.12506e-05 4.84522e-05 5.35762e-05 5.25813e-05 9.51887e-05 8.42265e-05 4.12533e-05
threshold=0.15116000000000002 0.10024500000000001 0.071345000000000006 -0.0083949999999999979 0.089885000000000007 0.099930000000000005 0.061775000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.011450704091004252 -0.013260288981866934 0.021356920000708251 -0.01672291350581449 -0.018671477462079675 0.040186899970300477 0.0016046375521864224 0.0081760150390489585
leaf_weight=0.0017845208409520592 0.0010855967086592375 0.0010871849822021032 0.0017316301052590017 0.0011789822066703675 0.0012831675595959468 0.0010120991948513874 0.0011123022335236641
leaf_count=433 377 236 525 924 417 98 111
internal_value=0 0.00153413 -0.00112561 0.00311367 0.00878033 0.023174 -0.00563838
internal_weight=0 0.00918989 0.0081027 0.00637107 0.00458655 0.00229527 0.00229128
internal_count=3121 2744 2508 1983 1550 515 1035
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=8
num_cat=0
split_feature=11 43 2 43 15 15 0
split_gain=2.03995e-05 4.11499e-05 5.54621e-05 6.61491e-05 7.61976e-05 4.60738e-05 4.57082e-05
threshold=0.079915000000000014 -0.067199999999999996 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.053579999999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.028231860399121803 -0.013238944587691849 -0.017570336532481325 0.0095963274389583558 0.021865658940598179 -0.022759789818552839 -0.012356248788650765 0.017463447017643446
leaf_weight=0.0010245653087729567 0.0010482965146276441 0.0018777721818729496 0.0015869351512537561 0.0012989730450682947 0.0013444370347529581 0.0010475467956680552 0.0010092836317404084
leaf_count=622 199 862 228 230 312 588 80
internal_value=0 0.00148503 -0.00326787 0.00308073 -0.0052434 0.0109065 0.00227623
internal_weight=0 0.00918951 0.00610812 0.00423035 0.00293137 0.0030814 0.00205683
internal_count=3121 2922 1632 770 540 1290 668
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=10
num_cat=0
split_feature=484 15 15 133 43 42 15 1 0
split_gain=0.000146067 0.000105781 0.000117833 7.27559e-05 0.00011544 0.000124096 7.44841e-05 7.5222e-05 9.12392e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.088525000000000006 -0.074359999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.11212500000000002 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -6
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00071540055835904318 0.00056885795531768767 -0.00063637264552086751 -8.8465913436720252e-05 -0.00038144282270295287 0.00052645311691662251 0.00074771588109194271 -0.0004870347906937369 -0.00037693988094696161 -0.00020426046335160586
leaf_weight=0.0010143406553415517 0.0013857293612176596 0.0010328356066024542 0.0010800202717906431 0.0012282482096570282 0.0017231503571091258 0.0018532724587472316 0.0011550169859751332 0.0010093361803231345 0.0010617927186500585
leaf_count=515 232 185 159 510 144 392 636 84 264
internal_value=0 6.07115e-05 -8.70646e-06 6.24479e-05 0.000131614 0.000439839 -5.10612e-05 8.16536e-05 0.00024786
internal_weight=0 0.0115294 0.0101437 0.00911084 0.00788259 0.00293329 0.0049493 0.00379428 0.00278494
internal_count=3121 2606 2374 2189 1679 551 1128 492 408
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=8
num_cat=0
split_feature=48 16 1 12 12 0 52
split_gain=2.18079e-05 4.92326e-05 6.76193e-05 5.37418e-05 5.01005e-05 0.000108284 3.452e-05
threshold=-0.032929999999999994 -0.27167499999999994 0.12811000000000003 0.09857500000000001 0.090455000000000021 -0.10151999999999999 -0.069804999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.01352295809137254 -0.015603359875740554 -0.0006585603782996558 0.023960650845703872 -0.021898839884686994 0.022347451495597227 -0.022076698688302428 0.02418680325363573
leaf_weight=0.0010649769176366676 0.0019701679194373233 0.0011291423252382526 0.0011950425180867162 0.001114902804655424 0.0010038072336399067 0.0016577571095454319 0.0011079239500092469
leaf_count=180 353 129 130 383 576 1246 124
internal_value=0 -0.00159434 0.00223445 -0.0020831 0.00242685 -0.00270725 0.0116463
internal_weight=0 0.00917874 0.00720858 0.00601353 0.00489863 0.00389482 0.00223707
internal_count=3121 2941 2588 2458 2075 1499 253
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=10
num_cat=0
split_feature=147 151 4 52 15 52 13 457 2
split_gain=4.55883e-05 7.03909e-05 0.000102687 8.42679e-05 0.000119542 0.000143543 9.59469e-05 8.02226e-05 7.18774e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.10203999999999998 -0.12005499999999998 0.0076650000000000008 0.032140000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 8 -1 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00077156248377059753 0.00037188192718204269 -0.0005910346567093702 0.00056462482150316671 -0.00054842288375818113 -0.00052288665510915916 0.00011522230652294603 -0.00018685169959300685 9.4739533764932456e-06 0.00070908041044897229
leaf_weight=0.0010078244071177475 0.0010835990298977702 0.0010066924754659635 0.0011782534774755519 0.0011421581182625533 0.0010082974743737833 0.0013131113104328492 0.0011613122080547859 0.001014629865408203 0.0019431277436585338
leaf_count=268 124 175 237 396 382 837 175 194 333
internal_value=0 -5.00377e-05 2.61409e-05 -5.76209e-05 2.95256e-05 0.000144662 0.000297029 -0.00037973 0.000469601
internal_weight=0 0.0107754 0.00875295 0.0075747 0.00643254 0.00542585 0.00441755 0.00202245 0.00325624
internal_count=3121 2997 2535 2298 1902 1727 1345 462 1170
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=9
num_cat=0
split_feature=50 484 42 15 16 4 52 4
split_gain=2.27726e-05 3.99295e-05 3.595e-05 5.11339e-05 7.98888e-05 6.32321e-05 5.21723e-05 4.89536e-05
threshold=0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 0.040760000000000005 -0.16927999999999996 0.0052350000000000009 0.077655000000000016 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.01606534837862909 -0.014284808045982204 0.019644967488741213 -0.033023530306077159 0.020521060530254546 -0.019546169057140475 0.024200967883521392 0.011992326262245376 -0.0028419716702034335
leaf_weight=0.0013056253317454431 0.0010101344736796703 0.0010750685321113075 0.0010192402055185456 0.001228625584893883 0.0010291658046969725 0.0013611400284595189 0.0010696774699007444 0.0011367867248718829
leaf_count=661 597 322 112 519 483 215 51 161
internal_value=0 0.00153057 -0.000858828 0.00204184 -0.0020009 0.00741408 -0.00347254 -0.01711
internal_weight=0 0.00922533 0.00815026 0.00684464 0.00561601 0.00345998 0.00209884 0.00215603
internal_count=3121 2524 2202 1541 1022 749 534 273
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=8
num_cat=0
split_feature=16 160 13 16 0 150 15
split_gain=2.38458e-05 8.4699e-05 7.92173e-05 0.000139877 6.62618e-05 9.11909e-05 5.51801e-05
threshold=-0.056919999999999991 -0.081069999999999989 -0.086134999999999975 0.23311500000000004 -0.11756999999999999 0.081835000000000019 -0.03241999999999999
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.022069133305904865 0.019834072292173033 0.010476930001100246 -0.038025694004826506 0.008500899316373137 0.028985700913937942 0.015735326220398773 -0.00052347188921723139
leaf_weight=0.0015448176377864126 0.0010791157661470228 0.0011327125428894362 0.0017554847091638911 0.0010225444878796553 0.001451809022504066 0.0010870610615846266 0.0011244881703118561
leaf_count=227 380 186 542 365 487 102 832
internal_value=0 -0.00496815 -0.011812 -0.0209001 0.00470521 -0.00645452 0.0161057
internal_weight=0 0.00498986 0.00391074 0.00277803 0.00520818 0.00263188 0.0025763
internal_count=3121 1473 1093 907 1648 329 1319
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=7
num_cat=0
split_feature=51 457 1 4 2 12
split_gain=2.3485e-05 4.33956e-05 6.0771e-05 0.000106316 5.3093e-05 4.91503e-05
threshold=-0.076794999999999988 0.045365000000000009 0.11146500000000002 -0.0029599999999999995 0.10097500000000002 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.010471950759315604 0.015763866678090991 0.019630027329744029 0.026602946679455061 -0.025003105597232452 -0.012196111833938031 -0.0026837270323538612
leaf_weight=0.0017762622063177335 0.0017846922791190782 0.0012187370717785155 0.001200009889218593 0.00197385495274868 0.0010963532604471265 0.0010967956580122534
leaf_count=537 1280 227 275 506 186 110
internal_value=0 0.00218794 -0.0007844 -0.00712478 0.00512397 0.0126177
internal_weight=0 0.00837044 0.00715171 0.0048549 0.00288105 0.00229681
internal_count=3121 2584 2357 1972 1466 385
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=9
num_cat=0
split_feature=41 150 3 151 4 2 15 3
split_gain=7.86475e-05 5.94334e-05 0.000113099 7.30796e-05 8.92872e-05 9.07295e-05 0.000114298 6.14583e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.067694999999999991 0.24564500000000003 0.10327000000000001 -0.016799999999999995 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.00054116325400269084 -0.00052725448323399124 -0.00038212571974858325 -0.0004148714200522479 -0.00024872178037538891 0.00052431415995800204 -0.00044023744621154813 6.4803491676601894e-05 0.00072121265805102453
leaf_weight=0.001772701011511362 0.0010114600657674536 0.0011324600652132749 0.0013889379195277992 0.0017718611092342072 0.0013792037633453495 0.001525067858911283 0.0010138398466390391 0.0011945080367782406
leaf_count=215 170 113 387 547 252 354 990 93
internal_value=0 4.37074e-05 9.17099e-05 -4.5921e-06 7.81814e-05 -3.35855e-05 0.000122228 0.000419859
internal_weight=0 0.0111786 0.0100461 0.00827342 0.00688448 0.00550528 0.00398021 0.00220835
internal_count=3121 2951 2838 2623 2236 1984 1630 1083
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 2 48
split_gain=3.75298e-05 0.000109447 8.03865e-05 0.000103592 7.5341e-05 7.46114e-05 6.45902e-05 6.12202e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 0.098260000000000014 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00047620250523740628 0.000343317266804394 -0.00039611799774847561 0.00052257226593655252 0.00040564840048375677 0.00045721014033173651 -0.00069207226597436011 -4.0102285347693407e-05 -0.00021397519722559109
leaf_weight=0.0018505160991572388 0.0010703105265610731 0.0013448963115308488 0.0018898673702283627 0.001360627242015397 0.0011041689454965708 0.0011538477176126726 0.0011833783176013548 0.0011157918881163909
leaf_count=736 344 708 408 129 128 418 174 76
internal_value=0 -4.12926e-05 4.66398e-05 0.000122906 -4.72818e-06 -0.000110689 -0.000361968 0.000126467
internal_weight=0 0.0110031 0.00915258 0.00780768 0.00591781 0.00481365 0.00233723 0.00247642
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=11
num_cat=0
split_feature=484 4 52 376 12 12 3 3 15 43
split_gain=0.000161234 0.000129713 9.02749e-05 9.33087e-05 8.82937e-05 0.000112326 0.00012656 0.00010832 0.000119293 8.64127e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 -0.26636999999999994 0.048375000000000008 0.098810000000000023 -1.0000000180025095e-35 0.10299500000000002 -0.083924999999999986 -0.09551999999999998 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 -9 -7
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00073784534399583951 -0.00055891804519939863 0.00073135900364427607 -0.00052645289793879901 0.00060072809036273707 -0.00045356203641334431 -0.00012666682563794622 0.00063039032065100649 0.00014849636013319513 -0.00075188005897406165 0.00059015380047383104
leaf_weight=0.0010468967756665512 0.0010016387691104403 0.0010255900925914769 0.0010269272609700706 0.0010877771008893705 0.0014332948126565262 0.001137991358270073 0.0017069994254631515 0.0011251297415579115 0.0011379611190410661 0.0014972754419482477
leaf_count=515 318 216 156 117 286 170 113 111 626 493
internal_value=0 6.40365e-05 2.6829e-06 5.80854e-05 -7.0262e-06 7.68304e-05 0.000170622 1.04003e-05 -0.000304244 0.000280608
internal_weight=0 0.0121806 0.011155 0.0101534 0.00906558 0.00763228 0.00660536 0.00489836 0.00226309 0.00263527
internal_count=3121 2606 2390 2072 1955 1669 1513 1400 737 663
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=7
num_cat=0
split_feature=4 2 13 2 15 2
split_gain=2.33617e-05 5.36138e-05 6.13674e-05 6.79534e-05 7.56872e-05 4.15376e-05
threshold=0.181285 0.10855000000000002 -0.084319999999999992 0.084245000000000014 -1.0000000180025095e-35 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.027091361662111537 0.017552044533905933 0.011883940109423514 0.011241332085448537 0.0043729933747195405 -0.034215778133899838 -0.0053574552153999155
leaf_weight=0.0013054151242791147 0.0017298845073493553 0.0017577738624899898 0.0019478951567246934 0.0010179653838992267 0.0010151462479241475 0.0014588562951381254
leaf_count=617 216 395 625 436 585 247
internal_value=0 -0.00324547 -0.00827611 -0.00210638 -0.0148946 0.0070709
internal_weight=0 0.0070442 0.00528642 0.00398101 0.00203311 0.00318874
internal_count=3121 2658 2263 1646 1021 463
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=7
num_cat=0
split_feature=47 4 2 13 13 15
split_gain=2.33391e-05 5.95368e-05 6.0025e-05 7.2785e-05 8.11525e-05 4.0766e-05
threshold=0.11926500000000002 0.181285 0.10855000000000002 -0.033284999999999988 0.0076650000000000008 -0.43375999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.025214960639031187 -0.014128201460193232 -0.0016948297101561387 0.01338162287309249 0.012680694555424766 -0.02221879900227482 0.022695238836178071
leaf_weight=0.0018109970191336404 0.001053065278501168 0.0011063084970544272 0.0015186605574408762 0.0018805675241450901 0.0010318937496177343 0.0018007094280633057
leaf_count=1226 112 169 359 678 312 265
internal_value=0 0.00159249 -0.00391255 -0.00947288 0.000315699 0.0134132
internal_weight=0 0.00914914 0.00624212 0.00472346 0.00291246 0.00290702
internal_count=3121 3009 2575 2216 990 434
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=9
num_cat=0
split_feature=48 2 3 3 150 12 4 3
split_gain=5.28856e-05 0.00010345 5.79749e-05 5.71036e-05 8.15456e-05 9.35788e-05 0.000149502 4.62615e-05
threshold=0.12230500000000001 0.11510000000000002 0.13524500000000003 0.097915000000000016 0.087170000000000011 0.084100000000000022 0.09173000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00010893873554929977 -0.00043360750724666104 0.00052135192837904462 0.00039733151771810516 -0.0004974816045512459 -0.00044804107229153857 -0.00064295175197396411 0.00030006959719887355 0.00060029499033014983
leaf_weight=0.0018121262781778833 0.0010146266568203397 0.0014522950161146167 0.0010293024513960839 0.0011700000594801474 0.0014304741967595585 0.0013692809654648774 0.0012242041135277883 0.0012413393009495306
leaf_count=397 108 380 68 93 208 1617 118 132
internal_value=0 3.47387e-05 -4.14419e-05 -9.62021e-05 -2.98648e-05 7.60668e-05 -0.000197817 0.000308692
internal_weight=0 0.010729 0.00927673 0.00824742 0.00707742 0.00564695 0.00259349 0.00305347
internal_count=3121 3013 2633 2565 2472 2264 1735 529
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=8
num_cat=0
split_feature=376 43 47 4 0 16 16
split_gain=2.31043e-05 4.43977e-05 6.33203e-05 0.000143705 5.8403e-05 5.25884e-05 4.16413e-05
threshold=0.048375000000000008 -0.074359999999999996 0.092530000000000015 -0.059649999999999988 -0.061629999999999997 -0.074319999999999983 -0.5048999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.0049635756480586671 0.014370816314324486 -0.029686775707399193 -0.027781848394938486 0.012527753395826569 0.024111303902163716 0.020820047998939967 -0.015215339382434022
leaf_weight=0.0014404040095856788 0.001004007151024556 0.0013566605025054027 0.0011192292279775078 0.0010068923951809597 0.0013276844654727732 0.0017733409819269299 0.0011693175600582246
leaf_count=953 166 952 173 119 166 353 239
internal_value=0 -0.00160579 -0.00616698 -0.00160779 0.00898188 0.00803726 -0.00237912
internal_weight=0 0.00919353 0.00642544 0.00530621 0.00276809 0.00394955 0.00217621
internal_count=3121 2955 1836 1663 1119 711 358
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=8
num_cat=0
split_feature=150 150 15 15 16 4 47
split_gain=2.62305e-05 5.05534e-05 4.38382e-05 9.58022e-05 4.9676e-05 9.76188e-05 3.48579e-05
threshold=0.11456000000000001 0.081835000000000019 -0.24436499999999997 -0.037864999999999989 -0.013324999999999998 -0.10429499999999998 0.10783500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.018030340349803411 -0.014808149828676079 0.020626911324050583 -0.032588135596607594 -0.0098986831004514164 -0.0030135992056638632 0.034155198720805219 -0.0080384023892335326
leaf_weight=0.001027610779768583 0.0010741590578484577 0.0012233133523382846 0.0011905732535411537 0.0015862153677798363 0.0017410054371929107 0.0011892890707753409 0.0011247892660664173
leaf_count=230 124 296 709 1025 259 316 162
internal_value=0 0.00171682 -0.0012265 -0.004123 0.00435564 0.0120717 -0.020662
internal_weight=0 0.0090828 0.00785948 0.00683187 0.00451651 0.00293029 0.00231536
internal_count=3121 2997 2701 2471 1600 575 871
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=8
num_cat=0
split_feature=51 40 12 12 2 2 4
split_gain=2.73023e-05 4.21342e-05 4.2732e-05 4.77265e-05 7.91293e-05 6.75224e-05 1.85914e-05
threshold=-0.076794999999999988 -0.013874999999999998 0.098810000000000023 0.090455000000000021 0.10467500000000002 0.084055000000000005 0.063160000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.011323085730939706 0.020579803626550923 0.0050344085748920192 -0.016350023291039711 0.019661192914025599 0.022169689076473306 -0.02842049802121828 0.0031997460133446698
leaf_weight=0.001766191481196301 0.001101984729122223 0.0010710178174693145 0.0013647830879363367 0.0013670439276758884 0.0010406083486677042 0.0013814464874929047 0.0010260131060961606
leaf_count=537 284 395 351 541 106 758 149
internal_value=0 0.00236153 -0.000407263 0.00328929 -0.00166328 -0.0138104 0.0127517
internal_weight=0 0.0083529 0.00725091 0.00588613 0.00451909 0.00245246 0.00206662
internal_count=3121 2584 2300 1949 1408 1153 255
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=8
num_cat=0
split_feature=52 52 16 15 1 1 1
split_gain=2.54905e-05 4.1666e-05 5.48782e-05 6.13446e-05 5.81076e-05 5.73651e-05 0.000127523
threshold=0.15116000000000002 0.10024500000000001 0.071345000000000006 -0.0063699999999999989 0.077565000000000009 0.11181500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.017755003865770898 -0.014727031229941547 0.020388027321127333 -0.016721466053477227 0.00010112555556321585 0.033427633678927836 -0.017155500774131003 0.02825443776142228
leaf_weight=0.0011402776485007629 0.0010558411940586121 0.0010532289777293704 0.0016984541673271255 0.00100217145856204 0.0010946375530501008 0.0017664652668596612 0.0012771263222687733
leaf_count=583 377 236 525 588 368 251 193
internal_value=0 0.00169384 -0.000773756 0.00353891 0.0174992 -0.0034575 0.00655201
internal_weight=0 0.00903236 0.00797913 0.00628068 0.00209681 0.00418387 0.0024174
internal_count=3121 2744 2508 1983 956 1027 776
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=9
num_cat=0
split_feature=41 150 3 16 16 15 3 1
split_gain=6.12886e-05 7.98341e-05 7.65906e-05 6.21912e-05 8.88613e-05 9.55536e-05 8.86281e-05 4.829e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.27167499999999994 -0.056919999999999991 -0.016799999999999995 0.10542000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.00045771371723631429 -0.00047292830380687328 -0.00044823102386681054 -0.0003478244236517794 6.140214218863209e-05 -0.00042439235660000522 -0.00020236145541362754 0.00056447296986809946 0.00060475636668956144
leaf_weight=0.0017855060581881124 0.0010046240833738321 0.0011869589756383992 0.0015240363645178034 0.0010848218194298301 0.0018142109452110406 0.0011731290930021123 0.0011450731743289089 0.0014961550783405778
leaf_count=215 170 113 267 965 645 510 56 180
internal_value=0 3.26115e-05 8.95549e-05 9.75452e-06 9.09301e-05 -8.7351e-05 0.000176415 0.000376377
internal_weight=0 0.0112099 0.0100229 0.00823743 0.00671339 0.00413241 0.0023182 0.00258098
internal_count=3121 2951 2838 2623 2356 1211 566 1145
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=10
num_cat=0
split_feature=48 2 47 42 160 0 4 4 3
split_gain=9.95619e-05 0.00014893 7.85841e-05 0.000108444 0.000103476 6.91204e-05 0.00010531 0.000137824 7.32655e-05
threshold=0.12474000000000002 0.11510000000000002 0.11170500000000001 -1.0000000180025095e-35 -0.082299999999999984 0.0059850000000000016 0.181285 -0.0016099999999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.00066247361875389817 -0.00058032829238565753 0.00060809943869375035 0.00046847588523719132 -0.00059276011450476993 0.00037294884124835088 -0.00058342965140153601 0.00067764106595180368 -0.00045360021478170888 0.00015606854977047116
leaf_weight=0.0011242286811035075 0.0010206415298384753 0.0016274785882206015 0.0010719152809809248 0.0010144910856663605 0.0018243352641741587 0.0010408343806580511 0.0013367480364072678 0.0013492440553359599 0.0010197496695086364
leaf_count=755 102 383 82 456 800 101 125 229 88
internal_value=0 5.88843e-05 -3.24955e-05 -9.41513e-05 -9.92049e-06 8.00648e-05 0.000215994 2.15423e-05 -0.000217464
internal_weight=0 0.011409 0.00978155 0.00870963 0.0075854 0.00657091 0.00451033 0.00317358 0.00206058
internal_count=3121 3019 2636 2554 1799 1343 1154 1029 189
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=10
num_cat=0
split_feature=47 47 474 51 49 52 3 2 0
split_gain=7.90542e-05 8.12686e-05 7.96408e-05 0.000117755 5.21397e-05 9.00834e-05 0.00013527 0.000158487 9.9537e-05
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -0.020969999999999996 -0.081404999999999991 0.10744000000000002 -0.13309499999999996 0.10559 -0.067094999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00067369063436915238 -0.00053315351667430596 0.0005228175536316933 0.00050653925032357846 0.0003680114600895858 -0.00069667730693379298 0.00042192928777241335 -7.9298409914856167e-06 -0.00054571019392328024 0.00076353011878858119
leaf_weight=0.0011125879305391691 0.0010118784229675134 0.0011933975219792685 0.0010013071861475426 0.0012909503145016529 0.0013942658689941618 0.001209165546256801 0.0017275917074350135 0.001327337850936465 0.0010242263203155788
leaf_count=384 65 187 328 179 144 403 1133 207 91
internal_value=0 3.8959e-05 -1.8284e-05 -7.61205e-05 7.26149e-06 -6.24286e-05 -0.000169431 1.07832e-05 0.000279207
internal_weight=0 0.0112808 0.0100874 0.00908613 0.00797354 0.00668259 0.00547342 0.00407916 0.00275182
internal_count=3121 3056 2869 2541 2157 1978 1575 1431 1224
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=10
num_cat=0
split_feature=41 13 52 3 16 0 3 16 16
split_gain=6.68576e-05 6.0448e-05 0.000138189 9.02836e-05 4.86065e-05 4.11029e-05 6.74567e-05 6.16903e-05 9.30825e-05
threshold=1.0000000180025095e-35 -0.010384999999999998 -0.013374999999999998 0.12178000000000001 -0.083539999999999989 -0.23001499999999997 0.076840000000000006 0.0065250000000000004 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -4 -3 7 8 -7
right_child=-2 3 4 -5 -6 6 -8 -9 -10
leaf_value=0.0007489240410048345 -0.00048220746723166266 0.00032714646443670063 0.00021010527231147551 -0.00059354086142874619 -0.00034121969835550198 0.00028083082388761637 -0.00049923576038232405 0.00041848493186225831 -0.00047891899064208952
leaf_weight=0.0013546978799031618 0.0010034691317916495 0.0013911605318126519 0.0014208853572304963 0.0010417254376289264 0.0010837266260130688 0.0011955204662869154 0.0010337971339600543 0.0012672929207436594 0.0012878848441428938
leaf_count=595 173 99 579 59 603 87 108 246 572
internal_value=0 4.63406e-05 0.000244425 -5.95801e-05 -2.84489e-05 3.04898e-05 -5.57674e-05 6.64648e-05 -0.000113173
internal_weight=0 0.0110767 0.00385931 0.00721738 0.00250461 0.00617566 0.0047845 0.0037507 0.00248341
internal_count=3121 2948 1777 1171 1182 1112 1013 905 659
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=9
num_cat=0
split_feature=48 48 51 1 2 3 13 0
split_gain=6.41404e-05 8.92961e-05 0.000120029 8.63432e-05 0.00010374 0.000176965 9.08846e-05 6.47101e-05
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.10559 0.086245000000000016 0.0061450000000000003 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.00045523224082263101 -0.00046796657425830578 0.00055652074820001878 -0.00064730752971705566 0.00076707078104959795 -0.00046677961199418017 0.00071371918291185366 1.374153005353333e-05 9.2508567642554857e-05
leaf_weight=0.0014704593604668143 0.0010514313577128188 0.0011481354735881138 0.0010520522020807466 0.0011514720829318044 0.001796254143015894 0.0012647723273687961 0.0013233242715574023 0.0019016483855002343
leaf_count=863 108 245 286 253 345 85 70 866
internal_value=0 3.87249e-05 -2.09639e-05 5.3009e-05 -6.6724e-05 8.82513e-05 0.00036425 -0.000146342
internal_weight=0 0.0111081 0.00995998 0.00890793 0.00643313 0.00463688 0.0024748 0.00337211
internal_count=3121 3013 2768 2482 2159 1814 323 1729
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=10
num_cat=0
split_feature=484 4 4 47 42 16 160 2 2
split_gain=0.000115204 6.32592e-05 5.92788e-05 8.20796e-05 5.20079e-05 8.09529e-05 0.000114958 7.95896e-05 4.9162e-05
threshold=-1.0000000180025095e-35 0.26790000000000008 0.098655000000000007 0.092165000000000011 0.086665000000000006 -0.014034999999999997 -0.054789999999999998 0.092365000000000017 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -3
right_child=1 8 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00063957666358959407 0.00010883487332358147 7.9979644282670252e-05 -0.00036490953724103184 0.00051135026927075537 -0.000451208171457714 0.00079184168369358108 -3.3383901071678313e-05 -0.00061304074792142978 0.00063976577831237314
leaf_weight=0.0010101083339720948 0.0012437257403602998 0.0013427336434661164 0.0016150278155521291 0.0012340406580317893 0.0010028612574099873 0.0010068519062578071 0.0018261295608585195 0.0011124202789438166 0.0010951250077518974
leaf_count=515 562 162 143 168 668 184 345 178 196
internal_value=0 5.11293e-05 -2.44557e-05 4.95869e-05 -4.24409e-05 3.65583e-05 0.000259904 -0.000231988 0.000331445
internal_weight=0 0.0114789 0.00904106 0.00742603 0.00619199 0.00518913 0.00283298 0.00235615 0.00243786
internal_count=3121 2606 2248 2105 1937 1269 529 740 358
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=9
num_cat=0
split_feature=41 150 3 49 0 12 13 2
split_gain=6.79927e-05 7.1484e-05 7.96113e-05 7.1395e-05 5.82905e-05 7.52952e-05 0.000155197 7.81824e-05
threshold=1.0000000180025095e-35 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 -0.23001499999999997 -0.010834999999999999 -0.084034999999999985 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00046749213209073621 -0.00049646969789388627 -0.00042314656930333072 0.00051779190557518469 -0.00039637953545478363 0.00040429992890857967 0.00030818004370266423 -0.00011614389169398298 -0.00081895099474087239
leaf_weight=0.0017713674470176679 0.0010016161460165924 0.0011630489755812849 0.0010448669873564017 0.001387076907694608 0.0014321461198873843 0.0018883187489700899 0.0013211284214342798 0.0011282587074272067
leaf_count=212 173 113 54 603 269 489 397 811
internal_value=0 3.68801e-05 9.05274e-05 9.11312e-06 9.16476e-05 1.44768e-05 -0.000114228 -0.000439877
internal_weight=0 0.0111362 0.00997316 0.0082018 0.00681472 0.00576985 0.00433771 0.00244939
internal_count=3121 2948 2835 2623 2020 1966 1697 1208
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=7
num_cat=0
split_feature=16 160 2 0 150 2
split_gain=2.17584e-05 7.88189e-05 9.59757e-05 5.8178e-05 6.78345e-05 5.49198e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.096540000000000015 -0.11756999999999999 0.081835000000000019 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.019405158351270754 0.013010369154583326 -0.030950859782804797 0.0029227834349015869 0.0022368987117152499 0.012960354182111345 0.031438590418238634
leaf_weight=0.0015582583191076659 0.0016669334082346199 0.0016332617266031735 0.0017144899120206235 0.0014694922676777716 0.0011080375720275981 0.0011465362782232071
leaf_count=227 557 533 383 442 102 877
internal_value=0 -0.0047565 -0.0136031 0.00444026 -0.00595496 0.0150352
internal_weight=0 0.00501469 0.00334775 0.00528232 0.0026663 0.00261603
internal_count=3121 1473 916 1648 329 1319
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=8
num_cat=0
split_feature=50 15 15 3 2 3 42
split_gain=2.32728e-05 4.94178e-05 4.22076e-05 0.000122268 7.30175e-05 0.000114952 6.73852e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.016799999999999995 0.097915000000000016 0.10097500000000002 -0.086769999999999986 0.075730000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.022457961077607027 -0.014477244907427373 0.014957920921528506 -0.0084591401803169822 -0.037569724394818066 -0.010824299714053111 0.034152636343628237 -0.015374651735167354
leaf_weight=0.0010061110061062939 0.0010064428289393709 0.0017164075347970396 0.0010879008343948047 0.0010553480570542062 0.0015971514699650927 0.0015142682382170481 0.0012775162120789605
leaf_count=218 597 396 427 105 267 611 500
internal_value=0 0.0015348 -0.00101728 -0.00830189 0.00600704 0.0163377 0.00201492
internal_weight=0 0.0092547 0.00824859 0.00404927 0.00419932 0.00260217 0.00299392
internal_count=3121 2524 2306 1001 1305 1038 896
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=10
num_cat=0
split_feature=41 150 3 49 2 43 4 1 13
split_gain=6.49288e-05 8.24797e-05 8.44229e-05 6.02433e-05 6.13254e-05 5.32984e-05 0.000110277 0.000125763 6.37241e-05
threshold=1.0000000180025095e-35 0.11456000000000001 -0.12018999999999998 1.0000000180025095e-35 0.11293500000000002 -0.072864999999999985 -0.059649999999999988 0.091900000000000023 -0.0060599999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 -4
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.00049961960817095953 -0.00047876399334341777 -0.00044840435418940557 0.00055807416979889671 -0.00035469551689694628 0.00051893579826335255 -0.00067808738296544436 0.00056226376237174225 -0.00037064450365904334 -8.9562123877658518e-05
leaf_weight=0.0016908082129020738 0.0010044690243748997 0.0011762015104840222 0.0011809116591952995 0.0013833848765667607 0.0010959636369410521 0.0010375311484779174 0.0011119172421468911 0.0011103346820821201 0.0011558318632895429
leaf_count=212 173 113 494 603 238 804 152 141 191
internal_value=0 4.21309e-05 0.000101206 1.77921e-05 9.47879e-05 1.17273e-05 -0.000150282 9.61418e-05 0.000237731
internal_weight=0 0.0109429 0.00976668 0.00807588 0.00669249 0.00559653 0.00325978 0.00222225 0.00233674
internal_count=3121 2948 2835 2623 2020 1782 1097 293 685
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=9
num_cat=0
split_feature=41 150 3 1 2 3 3 16
split_gain=6.11927e-05 8.36086e-05 0.00010203 8.16847e-05 0.000130079 0.000122023 9.38096e-05 6.61646e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.10557500000000002 0.10276500000000001 0.090900000000000009 0.11296500000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 -4
right_child=-2 -3 3 6 -6 -7 -8 -9
leaf_value=0.00052943567636670004 -0.00045817152974700435 -0.00044743590193086174 7.2694062555471429e-05 0.0005290693871816412 -0.00077948338762939015 0.00052387190285376145 -9.21518915517013e-05 -0.00057852412804415933
leaf_weight=0.0017730147301372795 0.0010145567278745946 0.001188941029124182 0.0012402654752025012 0.0019221052986477466 0.0010235540401557497 0.0011978963559186456 0.0018190343309639166 0.0011616515316520235
leaf_count=215 170 113 983 317 322 88 173 740
internal_value=0 4.44834e-05 0.000102176 1.16106e-05 -0.000162692 1.26842e-05 0.000227016 -0.000242258
internal_weight=0 0.0113265 0.0101375 0.00836451 0.00462337 0.00359981 0.00374114 0.00240192
internal_count=3121 2951 2838 2623 2133 1811 490 1723
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 16 1
split_gain=8.74074e-05 8.17753e-05 6.79823e-05 5.82682e-05 7.6885e-05 9.61669e-05 7.84373e-05 0.000134679
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10016000000000001 -0.079874999999999988 0.096795000000000006 -0.056919999999999991 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00055473067184214119 0.00043109726829943158 -0.00027802079232475591 -0.00045853057563936085 -0.00027013464318006118 0.00070837855354969823 0.00077473332227999034 -0.00035976820320665029 -0.00013981470294999039
leaf_weight=0.0010143715698874645 0.0017853296095434292 0.001407135080129047 0.0012195433764903988 0.0018352091613168739 0.0013863422819982638 0.0010294975025270051 0.0010415419052637437 0.0014968116169441002
leaf_count=364 407 516 216 305 711 165 258 179
internal_value=0 4.63457e-05 -2.66048e-05 3.76604e-05 0.000126458 0.000241341 0.000101426 0.000268032
internal_weight=0 0.0112014 0.00941608 0.00819654 0.00636133 0.00495419 0.0039247 0.00288315
internal_count=3121 2757 2350 2134 1829 1313 1148 890
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=6.45282e-05 0.000118627 7.3108e-05 7.49216e-05 0.00012346 8.15224e-05 0.000184623 8.88883e-05
threshold=0.12474000000000002 0.097025000000000014 0.08955500000000001 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00046738485160932049 -0.00048008629906583054 0.00067069402221857193 -0.00048490752936515585 0.00079349407252211923 -8.7113324763119355e-05 -0.00042840882735440669 0.00069700078054868355 0.0001625469296074467
leaf_weight=0.0018620830637415013 0.0010166043500868952 0.0010279178816343703 0.0011901385497280923 0.001148198914879074 0.0013109638080698038 0.0018321145326781318 0.0012736580715915768 0.0016023017122188035
leaf_count=1539 102 193 312 256 71 347 87 214
internal_value=0 3.57581e-05 -2.81066e-05 3.21035e-05 0.000324048 -7.71692e-05 5.86488e-05 -0.000176037
internal_weight=0 0.0112474 0.0102195 0.00902932 0.00245916 0.00657016 0.00473804 0.00346438
internal_count=3121 3019 2826 2514 327 2187 1840 1753
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=11
num_cat=0
split_feature=124 48 2 150 4 16 13 12 0 3
split_gain=8.19009e-05 8.27539e-05 0.000160781 8.80996e-05 7.37632e-05 0.000169398 0.000113699 8.06523e-05 9.12839e-05 6.57067e-05
threshold=-0.043384999999999993 0.12230500000000001 0.116525 0.10571000000000001 -0.008819999999999998 -0.0073349999999999986 -0.019614999999999997 0.10345000000000001 -0.17169499999999996 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -6 -10
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11
leaf_value=0.00053274421427471541 -0.00080325124657388083 -0.0005850430014665627 0.00064955660133104911 -0.00062076471724005413 0.00047724064243775504 -0.00032001430714382782 0.00053891116572390085 0.00062956425049270361 -0.00051306585995288098 0.00015339829357971163
leaf_weight=0.0010087544727191726 0.0012727474219775513 0.0010132250282288606 0.0012911513330621993 0.0010613223853583745 0.0010697324189052893 0.0012627775228591599 0.001116326013628215 0.0010356315144422336 0.0012758193407580941 0.0010262155254959215
leaf_count=259 1037 92 297 122 70 287 255 112 535 55
internal_value=0 -5.01028e-05 1.95538e-06 -8.97221e-05 -1.97891e-05 -0.00022587 8.30118e-05 0.000150964 3.96236e-06 -0.000215965
internal_weight=0 0.0114249 0.0104117 0.00912057 0.00805925 0.00365185 0.0023791 0.0044074 0.00337177 0.00230203
internal_count=3121 2862 2770 2473 2351 1579 542 772 660 590
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=7
num_cat=0
split_feature=42 475 43 4 4 4
split_gain=2.40105e-05 5.85714e-05 6.5532e-05 5.79574e-05 5.54473e-05 5.65534e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.011653559243403357 -0.020759024865768468 0.020683443202870841 -0.012881951913959345 0.013911824691229063 -0.020721936647427421 0.018831048489199233
leaf_weight=0.0015196403134429002 0.0010066311749215252 0.0019634892212325077 0.0011173339554318984 0.001909570328333156 0.0017330089578841655 0.0011320436835846499
leaf_count=862 448 662 112 214 244 579
internal_value=0 0.0019514 0.00486161 -0.000410995 -0.00727884 0.00307824
internal_weight=0 0.00886208 0.00785545 0.00589196 0.00398239 0.00224938
internal_count=3121 2259 1811 1149 935 691
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=9
num_cat=0
split_feature=41 150 3 1 2 2 13 2
split_gain=7.73907e-05 9.14707e-05 0.000115934 9.48729e-05 0.000145583 0.000158203 0.000104954 9.29615e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.111945 0.10613000000000002 0.094835000000000017 -0.0025349999999999995 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 -4
right_child=-2 -3 3 6 -6 -7 -8 -9
leaf_value=0.00055429735277589751 -0.00051825950539464494 -0.00046103051196551341 0.00016580666718027381 0.00079839152309844246 -0.00068733023655514537 0.00071933572675525622 2.0371535575473902e-05 -0.00051176246315017416
leaf_weight=0.0018297281925578586 0.0010151115770552785 0.0012199862491560831 0.0015513166790985682 0.0010326187712761626 0.0014006238314732879 0.0010085028074428501 0.001880772054711482 0.0015627018131671422
leaf_count=215 170 113 620 265 303 291 124 1020
internal_value=0 4.65564e-05 0.000106875 9.83766e-06 -0.000141179 4.43754e-05 0.000296132 -0.000174217
internal_weight=0 0.0114863 0.0102663 0.00843654 0.00552315 0.00412252 0.00291339 0.00311402
internal_count=3121 2951 2838 2623 2234 1931 389 1640
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 3 48
split_gain=5.46812e-05 0.000142304 6.88043e-05 7.05871e-05 7.64107e-05 7.7848e-05 9.18208e-05 7.49548e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 -0.116045 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00053693312188760479 0.00042292553000195594 -0.00033672020525671412 0.00046597312538715954 0.00044521837585587398 0.00050163139514822382 7.3226696663778539e-05 -0.00070349945277048561 -0.00024554359381196111
leaf_weight=0.0018322428105173897 0.0010875104807948526 0.0014126111596830578 0.0018678511528228371 0.0014857535623842995 0.0010755589894535043 0.0011195577487741503 0.0012258468549669851 0.0010176034018234414
leaf_count=736 344 708 408 132 128 91 501 73
internal_value=0 -3.79021e-05 6.14317e-05 0.000133611 2.88222e-05 -7.6057e-05 -0.000332736 0.000164427
internal_weight=0 0.011037 0.00920478 0.00779217 0.00592432 0.00484876 0.0023454 0.00250336
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=10
num_cat=0
split_feature=484 1 42 16 16 15 16 16 15
split_gain=0.000140778 8.42257e-05 0.000131204 5.38005e-05 7.41982e-05 5.30459e-05 0.000131807 0.00013564 0.000112919
threshold=-1.0000000180025095e-35 0.11230000000000001 -1.0000000180025095e-35 -0.36241499999999999 0.13751500000000003 -0.03241999999999999 -0.0087049999999999992 0.16703000000000004 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 8 -7 -8 -4
right_child=1 3 5 4 -6 6 7 -9 -10
leaf_value=-0.00070116614619110352 -0.00070521144561903741 -4.7772741849206342e-05 -8.6564530002101919e-05 0.00077014980815573572 9.1026347459512285e-05 -0.00053992235400811283 0.00059508805163148264 -0.00030034080847887447 0.00067615967434773701
leaf_weight=0.0010055413050299245 0.0010186056731333057 0.0011061522426700347 0.0017233886440027107 0.0014054012683109456 0.0011047086617310686 0.0015972062283150811 0.0013868173077188697 0.0012248603991559704 0.0013162154555514402
leaf_count=515 748 190 191 152 87 574 201 150 313
internal_value=0 6.29093e-05 -4.62689e-05 0.0003125 0.000471265 4.63301e-05 -9.62166e-05 0.000175138 0.000243712
internal_weight=0 0.0118834 0.00826709 0.00361626 0.00251011 0.00724849 0.00420888 0.00261168 0.0030396
internal_count=3121 2606 2177 429 239 1429 925 351 504
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=8
num_cat=0
split_feature=3 1 1 42 3 3 3
split_gain=2.4265e-05 4.5637e-05 5.6935e-05 3.96265e-05 0.000100138 8.22136e-05 3.30619e-05
threshold=0.16158000000000003 0.13265500000000002 0.11588000000000001 0.075730000000000006 -0.12018999999999998 0.090900000000000009 -0.11171999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=0.028405432528563902 0.014455332126338989 -0.020305112019133879 0.021248106202992879 -0.026946804854224245 -0.020180270674923086 0.0091065769152278431 -0.0018631384586448826
leaf_weight=0.0011434922537902625 0.0010414113933758422 0.0011490110332764399 0.0011854079951203605 0.0010128645043534805 0.0018879819869317624 0.0019469805194092388 0.0010919762931753023
leaf_count=187 156 131 167 112 934 178 1256
internal_value=0 -0.0016309 0.00096405 -0.00243054 0.00243283 -0.00531157 -0.0139336
internal_weight=0 0.00941771 0.0082687 0.0070833 0.00497845 0.00383496 0.00210484
internal_count=3121 2965 2834 2667 1299 1112 1368
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=10
num_cat=0
split_feature=41 52 52 16 13 52 1 3 0
split_gain=6.76376e-05 7.6149e-05 0.0001117 0.000122649 0.000163326 0.000140332 7.96648e-05 0.000153101 5.93485e-05
threshold=0.075585000000000013 0.19022000000000003 0.10347000000000002 0.26676500000000009 -0.010384999999999998 -0.013374999999999998 0.11061500000000002 0.090900000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.0010360948634556503 -0.00048557265672707851 -0.00046982297413828659 0.00067867232898441172 -0.00059298657962342401 -0.00052805218061280162 0.00012934834358481749 -0.00043603902176851195 0.0007190269404500053 7.376837544007252e-05
leaf_weight=0.0010938903508420791 0.0010346396228988605 0.0010315130429090205 0.0011027649786824458 0.0011097806226464555 0.0010952283703756782 0.0016400770928411729 0.0017781178012828795 0.0010090787098293585 0.0014830893663185483
leaf_count=467 170 334 223 349 107 779 116 72 504
internal_value=0 3.81284e-05 8.89389e-05 1.83211e-05 0.000102082 0.000492148 -9.66742e-05 7.15344e-05 -0.000181875
internal_weight=0 0.0113435 0.010312 0.00920926 0.00809948 0.00273397 0.00536551 0.0035874 0.00257832
internal_count=3121 2951 2617 2394 2045 1246 799 683 611
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=9
num_cat=0
split_feature=52 2 0 0 3 12 4 4
split_gain=2.24336e-05 4.5887e-05 4.41672e-05 7.30469e-05 6.62624e-05 3.74077e-05 0.000142021 6.10282e-05
threshold=0.15116000000000002 0.12198500000000001 -0.23001499999999997 -0.14920999999999998 0.10542000000000001 0.084100000000000022 0.09173000000000002 -0.080584999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.016945519663348296 -0.013519139136648284 0.021666050458476752 -0.028488245181967044 0.021898236601768175 0.020711499530028783 -0.038416570178816313 0.0088453502727303436 -0.010757404794911041
leaf_weight=0.0011914112842101865 0.0011029976496479436 0.0010122351774897688 0.0010300324816594417 0.0010576116103337596 0.0012619734909765506 0.0011986178414567636 0.0013541027719387927 0.0012471203651584681
leaf_count=86 377 295 117 157 102 1502 115 370
internal_value=0 0.00155975 -0.000880315 -0.00385088 0.000296129 -0.00500781 -0.0133463 0.00422785
internal_weight=0 0.00935311 0.00834087 0.00714946 0.00611943 0.00485745 0.00255272 0.00230473
internal_count=3121 2744 2449 2363 2246 2144 1617 527
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 43
split_gain=2.09374e-05 3.7416e-05 3.53264e-05 4.90858e-05 6.65654e-05 6.56088e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.019558532738461202 -0.013622873064320125 -0.013203775229881183 -0.012190295750680077 0.023004578170660983 0.017128535342921265 -0.012673532881899249
leaf_weight=0.0010172806832743171 0.0010220101371060915 0.0017908621663040806 0.0016668723980129106 0.001795770031153306 0.0012032893484044682 0.0019132509668739802
leaf_count=218 597 334 491 228 317 936
internal_value=0 0.00144925 -0.000751721 0.00263774 0.00766928 -0.00116702
internal_weight=0 0.00938733 0.00837004 0.00657918 0.00491231 0.00311654
internal_count=3121 2524 2306 1972 1481 1253
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=8
num_cat=0
split_feature=150 150 1 4 15 43 3
split_gain=2.32084e-05 5.05434e-05 5.42252e-05 8.71733e-05 5.98157e-05 3.59077e-05 4.24028e-05
threshold=0.11456000000000001 0.081835000000000019 0.111945 -0.0016099999999999997 -0.10653 -0.090299999999999991 0.013900000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.013000984548219106 -0.013745042880027064 0.020191825015673414 0.028336169418464785 -0.024538051014585158 -0.0020873596029124778 0.02170511189876698 -0.004924388730100572
leaf_weight=0.0010691734885834576 0.0011022805684911046 0.0012635458109722794 0.0010891537065966842 0.0018724414075844422 0.0015891635217061494 0.0012568369522782154 0.0011406191214662631
leaf_count=331 124 296 232 553 155 1303 127
internal_value=0 0.00160276 -0.00132688 -0.0071517 0.0102846 0.00223924 0.0090358
internal_weight=0 0.00928093 0.00801739 0.00533907 0.00267832 0.00346663 0.00239746
internal_count=3121 2997 2701 2314 387 1761 1430
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 1 0 0
split_gain=6.92495e-05 9.92594e-05 0.000133094 0.000117974 0.000129121 7.23905e-05 0.000125236 6.13653e-05 0.000118553
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.055319999999999994 0.094385000000000011 -0.15931499999999996 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -9
right_child=-2 -3 3 -5 -6 6 7 8 -10
leaf_value=-0.00051082695715692612 -0.00048972847713144886 0.00063047174282161212 0.00050179644220461981 0.00068882582454543421 -0.00064332644566688973 -0.00049233169458247903 -0.00017477636844470906 0.00081989487785865073 -3.3875875160213629e-05
leaf_weight=0.0017109941268941458 0.0010086419764476781 0.0010183954107944636 0.001376952005163086 0.0010960168767300098 0.0010340332473941505 0.0014532172619081984 0.0012200833098502117 0.001163642649300918 0.0013516141919052023
leaf_count=697 170 333 867 163 36 428 92 121 214
internal_value=0 4.62419e-05 -1.09313e-05 8.74313e-05 6.97354e-07 0.000102128 -3.93734e-06 0.00018607 0.000361107
internal_weight=0 0.0114249 0.0104066 0.00869556 0.00759954 0.00656551 0.00518856 0.00373534 0.00251526
internal_count=3121 2951 2618 1921 1758 1722 855 427 335
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=8
num_cat=0
split_feature=1 42 49 15 43 2 0
split_gain=1.99489e-05 5.16915e-05 4.89856e-05 6.81697e-05 3.421e-05 3.30794e-05 2.33256e-05
threshold=0.12500000000000003 0.092620000000000022 -0.0020949999999999996 -0.033689999999999991 -0.084004999999999982 0.097845000000000015 -0.068944999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.0034495258667976837 0.0094092780674884489 -0.023196607910700832 0.020377176913383619 -0.030761694037883581 -0.00850213232887812 0.020436430890481597 -0.00075597115690436963
leaf_weight=0.0013758031746600452 0.001845123670702044 0.0010187310825693725 0.0012929815494540937 0.0010100443975846179 0.0017633830592377617 0.0010666966479196841 0.001012187665321195
leaf_count=260 279 548 392 270 1031 171 170
internal_value=0 -0.00205705 0.000806302 -0.0110337 0.00630721 0.00157245 0.0101181
internal_weight=0 0.00853983 0.0075211 0.00238585 0.00513525 0.00384227 0.00207888
internal_count=3121 2842 2294 530 1764 1372 341
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=7
num_cat=0
split_feature=42 475 43 4 4 4
split_gain=2.10976e-05 4.25318e-05 6.2854e-05 4.77398e-05 4.64516e-05 4.5062e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.010885320270045559 -0.017546919363972801 0.019873759145912794 -0.01184118670171066 0.012191316191858105 -0.019413290965862234 0.016463997485551576
leaf_weight=0.0015238732990170431 0.0010016987882427502 0.0019541578464440448 0.0011179124130000313 0.0019041849410167825 0.0017246326920882463 0.0011319477084220011
leaf_count=862 448 662 112 214 244 579
internal_value=0 0.00185549 0.00433676 -0.000827958 -0.00706551 0.00239969
internal_weight=0 0.00883453 0.00783284 0.00587868 0.00397449 0.00224986
internal_count=3121 2259 1811 1149 935 691
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=10
num_cat=0
split_feature=484 1 12 133 43 3 3 0 15
split_gain=0.000179882 9.89996e-05 8.23465e-05 8.23674e-05 0.000133928 0.00015401 0.000137184 0.000110377 7.94309e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11650500000000001 0.088525000000000006 -0.072864999999999985 -0.077774999999999983 -0.11255999999999998 -0.23091999999999999 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -9
right_child=1 -3 -4 -5 6 -7 7 8 -10
leaf_value=-0.00080306004785007153 0.00010823831947688358 0.00062496816903884428 -0.0005288480720791526 -0.00046806870825232114 0.00047377528406229122 0.0010643678203060654 0.00029683657486411977 -5.6941060183510718e-05 -0.00067908632422124151
leaf_weight=0.0010130124222225258 0.0016725768905131817 0.0010760633212862141 0.0010200839992439174 0.0010251076849173727 0.0014545820728719778 0.0010570419764815682 0.0011606419712748613 0.0013954062628119034 0.0018154630638301614
leaf_count=515 399 162 94 538 170 192 73 192 786
internal_value=0 5.82932e-05 7.71827e-07 5.71612e-05 0.000120092 0.000478498 -4.78273e-05 -0.000221386 -0.000408709
internal_weight=0 0.011677 0.0106009 0.00958082 0.00855571 0.00272962 0.00582609 0.00437151 0.00321087
internal_count=3121 2606 2444 2350 1812 591 1221 1051 978
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=9
num_cat=0
split_feature=50 157 51 43 43 16 48 1
split_gain=2.04963e-05 4.18189e-05 5.09316e-05 4.39303e-05 7.55694e-05 4.22338e-05 6.7698e-05 0.000115352
threshold=0.083090000000000011 -0.072409999999999988 -0.031924999999999995 -0.14968999999999996 -0.00045499999999999995 -0.5315899999999999 0.085875000000000021 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.020092806720789922 -0.013460590761992536 -0.020463011897068666 0.019772586452923364 -0.023283888779432851 -0.013248598527487108 -0.0029424477511106797 -0.010475085772652423 0.039978270376717216
leaf_weight=0.0010655898822306857 0.0010234268582798118 0.0011519867886026734 0.0011858501392617146 0.0012386552255207253 0.0010456435393764521 0.0012374000219037336 0.0011563633965177853 0.0012676460801485639
leaf_count=297 597 348 175 1056 89 272 122 165
internal_value=0 0.00144561 -0.000953156 0.00219834 -0.00130678 0.00447647 0.00953849 0.018777
internal_weight=0 0.00934914 0.00828355 0.00713156 0.00594571 0.00470705 0.00366141 0.00250505
internal_count=3121 2524 2227 1879 1704 648 559 437
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=10
num_cat=0
split_feature=1 12 1 52 2 43 49 2 0
split_gain=4.64913e-05 8.01572e-05 6.112e-05 6.94621e-05 6.89084e-05 8.21317e-05 5.78923e-05 0.000143826 4.19687e-05
threshold=0.13686500000000004 0.11650500000000001 0.11588000000000001 0.11434500000000002 0.089885000000000007 -0.072864999999999985 -0.043469999999999995 0.11177500000000001 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 8 -8
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=0.00021118988095642253 0.00038667259258700238 -0.00056303532129038192 0.00039388890256077661 -0.00052625107917925748 0.00049599208786326636 -0.00048398608750453459 0.00057595059101188438 -0.00058415361956228799 4.1314966115974112e-05
leaf_weight=0.0010434157979043799 0.0011025978152626641 0.0010065200528205131 0.0014224208965062787 0.0010163093939914497 0.0014172716447280465 0.0017480707422183471 0.0010896803144323404 0.0010328774105744344 0.0011712919740642508
leaf_count=554 169 121 226 390 147 786 454 186 88
internal_value=0 -3.57474e-05 1.76384e-05 -4.51849e-05 1.99807e-05 -0.00022414 0.00016463 2.20517e-05 0.000298984
internal_weight=0 0.0109479 0.00994134 0.00851892 0.00750261 0.00279149 0.00471112 0.00329385 0.00226097
internal_count=3121 2952 2831 2605 2215 1340 875 728 542
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=10
num_cat=0
split_feature=484 1 16 4 3 42 151 0 2
split_gain=0.000192255 6.21289e-05 8.79225e-05 0.000105273 0.000104198 7.92803e-05 0.000104489 0.000144409 5.29898e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 -0.014034999999999997 -0.49405499999999997 -0.10023499999999998 0.088060000000000013 -0.0083949999999999979 -0.10607499999999999 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8 -6
right_child=1 -3 3 4 8 -7 7 -9 -10
leaf_value=-0.00081838660116934298 -0.00069758685700215027 0.00051351972126526088 -0.00028681994657123828 0.00086323081706251789 -0.00016383235980517685 0.00031393115570059872 0.00030286827836139689 -0.00047174789157451117 0.00045349638255535128
leaf_weight=0.0010419594128150316 0.0013977182449264949 0.0010580316392373368 0.0011473303375276328 0.0012029885470756715 0.0010794742813629472 0.0012293909191077616 0.0019301143627142689 0.0017773579707168383 0.0010590698625627835
leaf_count=515 143 162 131 126 395 475 173 764 237
internal_value=0 6.00221e-05 1.5691e-05 0.000225628 0.000401579 -0.000133076 -0.000240721 -6.84818e-05 0.000141887
internal_weight=0 0.0118815 0.0108234 0.00448886 0.00334153 0.00633458 0.00510519 0.00370747 0.00213854
internal_count=3121 2606 2444 889 758 1555 1080 937 632
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=9
num_cat=0
split_feature=376 51 133 42 49 3 15 12
split_gain=2.31175e-05 4.60339e-05 4.88816e-05 7.44097e-05 6.23222e-05 6.0446e-05 5.00152e-05 4.30943e-05
threshold=0.048375000000000008 -0.090529999999999985 1.0000000180025095e-35 0.086555000000000007 0.065470000000000014 0.090900000000000009 -0.074054999999999996 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.018134254460350035 0.014188061842370007 -0.031843110641063058 -0.024402435138780283 0.019596262674909506 0.016464211537814195 0.01828569369305624 -0.013197818568798689 -0.007260834030439367
leaf_weight=0.0010506545223840725 0.0010308562416876015 0.0014985842579488492 0.0010361698975524655 0.0013929554261733548 0.0010131749786777295 0.0010036741638517459 0.0010147318405858575 0.0013606350903492691
leaf_count=376 166 252 905 551 189 110 101 471
internal_value=0 -0.0015893 -0.00408003 -0.00118901 -0.00610395 -0.0107918 0.0024577 -0.020145
internal_weight=0 0.00937058 0.00831993 0.00728376 0.0058908 0.00487763 0.00201841 0.00285922
internal_count=3121 2955 2579 1674 1123 934 211 723
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=10
num_cat=0
split_feature=48 2 3 2 43 0 15 16 3
split_gain=6.23368e-05 0.000115865 8.73697e-05 6.88606e-05 7.21861e-05 8.90412e-05 5.34968e-05 4.28933e-05 3.37098e-05
threshold=0.12230500000000001 0.11510000000000002 0.13524500000000003 0.10774000000000002 -0.090299999999999991 -0.055064999999999996 -0.095244999999999982 0.023255000000000001 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -7 -1
right_child=-2 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00060913450772847981 -0.00046129752741896522 0.00054844355183585709 0.00048421962436000557 -0.00057926749202785776 0.00016974254217077861 0.00012031006270865575 -0.00033127768756490512 0.00069261324239332949 -0.00010145936120652266
leaf_weight=0.0010110882066947501 0.0010397543041057661 0.0014947355028476434 0.0010871863683226133 0.0010381427632307223 0.0014314047060021262 0.0010132055427356595 0.0019162812799299693 0.0010008574585898128 0.0010003939131602848
leaf_count=148 108 380 68 174 284 63 1467 173 256
internal_value=0 4.09995e-05 -3.88541e-05 -0.000106462 -3.9892e-05 7.89397e-05 -0.000117051 0.000404707 -0.000356646
internal_weight=0 0.0109933 0.00949856 0.00841137 0.00737323 0.00536175 0.00334769 0.00201406 0.00201148
internal_count=3121 3013 2633 2565 2391 1987 1751 236 404
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=9
num_cat=0
split_feature=1 52 15 12 4 3 1 4
split_gain=5.5343e-05 6.02557e-05 6.33933e-05 5.73186e-05 4.12294e-05 9.33962e-05 0.000100419 7.85279e-05
threshold=0.13686500000000004 0.11434500000000002 -0.11713499999999999 0.095110000000000014 -0.080924999999999983 0.090900000000000009 0.094090000000000021 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00030684449678446081 0.00040856974996474066 -0.00043858570489579415 -0.0001822509463901936 0.00040188469125981754 -0.00073180185708144718 0.00027500368610205875 9.4499243896215308e-05 0.00056292767078820586
leaf_weight=0.0019502229326257628 0.0011385104813385954 0.001319373599889896 0.001032714908489607 0.0017403981928559567 0.0012976940655861696 0.0013697085612848214 0.0010021209003240258 0.0011482208184720004
leaf_count=302 169 462 136 468 796 109 159 520
internal_value=0 -4.58326e-05 8.47869e-06 8.94907e-05 -3.44047e-06 -0.000130339 -0.00037175 0.000210071
internal_weight=0 0.0108605 0.00954108 0.00759086 0.00585046 0.00366952 0.00229981 0.00218094
internal_count=3121 2952 2490 2188 1720 1064 955 656
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=11
num_cat=0
split_feature=124 48 2 51 484 160 0 16 4 4
split_gain=6.44791e-05 8.06481e-05 0.000130787 6.21618e-05 5.12416e-05 9.62404e-05 0.000101982 8.89159e-05 7.22166e-05 3.80344e-05
threshold=-0.043384999999999993 0.12230500000000001 0.116525 0.08955500000000001 0.084040000000000017 -1.0000000180025095e-35 -0.10607499999999999 -0.084119999999999986 -0.083854999999999985 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -7
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.00046928566697618983 -0.00063538643645074115 -0.00057390968616997885 0.00060613254049739608 -0.00052957186661342236 0.00039189021735914716 7.724040530153986e-05 -0.00062743820703909162 0.00032784822388096866 -0.00030025360690628255 0.00059720083779755907
leaf_weight=0.0010279398407151636 0.0010114556846545211 0.0010049073362170284 0.0012376449860928241 0.0010185398020120971 0.0010348338793108279 0.0010006341818138203 0.0011564189959009231 0.0014281918159742076 0.0013875122959248927 0.0011771670872059437
leaf_count=259 442 92 297 285 263 111 423 263 589 97
internal_value=0 -4.33545e-05 7.6538e-06 -7.27286e-05 -1.59569e-05 -7.48916e-05 1.72909e-05 -0.000169672 1.83345e-05 0.000358295
internal_weight=0 0.0114573 0.0104524 0.00921475 0.00819621 0.00716138 0.00614992 0.00397212 0.0028157 0.0021778
internal_count=3121 2862 2770 2473 2188 1925 1483 1275 852 208
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=10
num_cat=0
split_feature=484 4 12 39 3 47 12 2 13
split_gain=0.000168664 0.00010013 7.50757e-05 9.73765e-05 8.58808e-05 0.000120559 0.000102611 8.74313e-05 3.06907e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.098810000000000023 0.092870000000000022 0.10299500000000002 0.085270000000000026 0.084100000000000022 0.092875000000000013 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -4
right_child=1 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=-0.00075846456617894512 0.00038699750370641759 0.0006511629131421404 -9.4706562757349602e-05 -0.00044956884662748076 0.00052326356138166072 0.0005562255253927415 -0.00051327181878226826 -0.00027707817288037277 -0.00057801626029460194
leaf_weight=0.0010564149772102254 0.0017712860604575022 0.0010049031819178945 0.0010074650640909538 0.0011612889282071976 0.0018893248422240903 0.001369025409789849 0.001573445113007714 0.0013380404812928515 0.0010131299063541278
leaf_count=515 262 216 96 92 157 176 1185 148 274
internal_value=0 5.84186e-05 4.86736e-06 8.07653e-05 0.00015832 4.43874e-05 -0.00010525 0.000101225 -0.000337039
internal_weight=0 0.0121279 0.011123 0.00910241 0.00794112 0.0060518 0.00468277 0.00310933 0.00202059
internal_count=3121 2606 2390 2020 1928 1771 1595 410 370
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 2 51 3 13
split_gain=0.00014318 8.11727e-05 8.09872e-05 0.000289335 0.000151072 0.000161308 8.70512e-05 0.000118858 7.72572e-05 5.95984e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.072864999999999985 -0.075944999999999985 0.22339500000000004 -0.008904999999999998 0.089885000000000007 0.084745000000000015 0.10299500000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 -4 8 -8 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00069682699887707101 -0.00043702418818110335 -0.00037182820480207942 -0.00039962211532117153 0.0012435050676685795 -0.00069902826870906431 0.00067152876474772078 0.00026827740110910929 0.0006602879553270775 -0.00047330359355410219 0.00029076021365784948
leaf_weight=0.001025913550529286 0.0011139480280251439 0.0010165529283056927 0.0017875066484715806 0.001017247280768966 0.0010025148747841396 0.0015489563006143015 0.0010092217783653967 0.0011095091045027067 0.001161959841323168 0.0010726452830161401
leaf_count=515 191 385 644 272 213 209 259 122 98 213
internal_value=0 6.67625e-05 0.000119083 0.000385924 1.02947e-05 0.000117759 -5.14858e-05 0.000138199 -0.000128597 -3.16392e-05
internal_weight=0 0.0118401 0.0107261 0.00310645 0.00761967 0.00661715 0.0050682 0.00328069 0.00217118 0.0020892
internal_count=3121 2606 2415 870 1545 1332 1123 479 357 598
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=8
num_cat=0
split_feature=52 2 48 13 2 3 12
split_gain=2.22933e-05 3.67097e-05 3.9716e-05 8.09757e-05 7.05286e-05 5.76807e-05 2.31865e-05
threshold=0.15116000000000002 0.12358500000000001 0.094925000000000023 -0.084034999999999985 0.092480000000000021 -0.074479999999999977 0.092200000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.002933901424947104 -0.013489715587749879 0.019610323726121398 0.018097733843536277 -0.015452570533346239 -0.026462890163909698 0.0097265037230705401 0.02410201877879228
leaf_weight=0.0010201016396803085 0.0011016360352971407 0.0010048657954769705 0.0010002422156509851 0.0016788384325461523 0.001697604679855537 0.0019861747464262856 0.0010501458570388519
leaf_count=563 377 277 212 847 518 253 74
internal_value=0 0.00154313 -0.000609708 -0.00312717 -0.00961235 -0.00180731 0.0136716
internal_weight=0 0.00943797 0.00843311 0.00743287 0.00536262 0.00366501 0.00207025
internal_count=3121 2744 2467 2255 1618 1100 637
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=8
num_cat=0
split_feature=48 12 16 13 49 16 4
split_gain=2.21143e-05 5.96861e-05 0.000112268 6.76357e-05 6.38593e-05 6.25818e-05 9.045e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 -0.084034999999999985 -0.0020949999999999996 -0.074319999999999983 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.013383570020597819 0.020557118071841254 -0.032852497964875542 0.008274564639740821 -0.020931234827081664 -0.0167481052022793 -0.010327715191834492 0.02750553487697437
leaf_weight=0.001100987139405706 0.0017173244399789163 0.0014650541484095511 0.0012135430608504519 0.0013604366006364902 0.0010079629232144726 0.0010455671320669516 0.0015972831613354579
leaf_count=180 768 572 323 224 528 139 387
internal_value=0 -0.00159529 -0.0142198 0.00343044 -0.00243877 0.00445225 0.0125379
internal_weight=0 0.00940717 0.0026786 0.00672857 0.00501125 0.00365081 0.00264285
internal_count=3121 2941 895 2046 1278 1054 526
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=8
num_cat=0
split_feature=2 51 457 15 15 2 52
split_gain=2.04495e-05 3.25018e-05 6.62289e-05 6.49823e-05 8.10768e-05 5.76093e-05 5.15531e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.045365000000000009 -0.15026499999999995 -0.07490999999999999 0.11293500000000002 0.084960000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.011789475371140591 -0.014021379614519347 0.02002398063338285 0.024124201699539001 -0.028010396030288501 0.0058930846385153958 0.020254143033448024 -0.020830259541532781
leaf_weight=0.0012852454377891452 0.0017310655250533102 0.0010517658553412393 0.0010770829843250191 0.0013826533167154396 0.0014803064011187175 0.0010455513374820827 0.0014090243408591799
leaf_count=199 514 232 194 482 692 155 653
internal_value=0 -0.00167871 0.00119059 -0.0026876 -0.00717977 0.000139769 -0.00713894
internal_weight=0 0.00917745 0.00744638 0.0063693 0.00531754 0.00393488 0.00288933
internal_count=3121 2922 2408 2214 1982 1500 1345
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=11
num_cat=0
split_feature=124 48 48 51 484 1 47 13 2 16
split_gain=5.93833e-05 6.68975e-05 9.37963e-05 7.28919e-05 8.31499e-05 7.91057e-05 8.66352e-05 6.26764e-05 0.000151949 7.75402e-05
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.087505000000000013 0.084040000000000017 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.10584500000000001 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00044899994868952034 0.00072339668274291739 -0.00051996300425364704 0.0005653491845397365 -0.00052361420542273768 0.00051841918040684181 0.00035352616893349073 -0.00068098065721544827 -0.00042882731546606994 -0.00050713456697803279 -6.305528219759123e-07
leaf_weight=0.0010292570599298367 0.0011758916619070533 0.0010276423786099347 0.0010322622608842811 0.0011333892833663419 0.0010632086171157244 0.0013703196828178639 0.0010463650510468296 0.001268347632539846 0.0011266628527547692 0.0011013171943057424
leaf_count=259 758 97 209 292 286 103 172 356 196 393
internal_value=0 -4.28772e-05 4.64025e-06 -5.76933e-05 7.0837e-06 -6.96075e-05 -0.000171001 -5.67889e-05 8.18398e-05 0.000373238
internal_weight=0 0.0113454 0.0103178 0.0092855 0.00815211 0.0070889 0.00571858 0.00467222 0.00340387 0.00227721
internal_count=3121 2862 2765 2556 2264 1978 1875 1703 1347 1151
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=8
num_cat=0
split_feature=14 52 52 1 4 1 16
split_gain=2.33217e-05 3.16695e-05 4.25267e-05 4.68621e-05 0.000130257 7.66664e-05 8.89716e-05
threshold=-1.0000000180025095e-35 -0.12005499999999998 -0.081429999999999989 0.091615000000000016 -0.080924999999999983 0.10612500000000001 -0.52595999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7
right_child=1 2 3 5 -6 6 -8
leaf_value=-0.013633370942579584 -0.01444904046372812 0.02250308909311963 0.0083611176981891865 0.030890001704052362 -0.032494721399349273 -0.024054427562758818 0.012827170382993964
leaf_weight=0.0011238606495056003 0.0010847490247712409 0.0010523382093852104 0.0019613250454260482 0.0010888473857922944 0.0012959909817125258 0.001015533382036446 0.001837707299964959
leaf_count=161 503 227 587 254 1009 80 300
internal_value=0 0.00161434 0.00372599 0.000981333 -0.00789423 0.00831514 -0.000299831
internal_weight=0 0.00933649 0.00825174 0.0071994 0.00325732 0.00394209 0.00285324
internal_count=3121 2960 2457 2230 1596 634 380
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=11
num_cat=0
split_feature=484 52 52 2 52 4 150 43 16 0
split_gain=0.0001903 9.75188e-05 0.000142415 9.88008e-05 0.000246543 0.00022436 0.000109556 0.00014014 0.000114492 8.11402e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.090859999999999982 0.10097500000000002 0.10744000000000002 0.27834500000000006 0.086135000000000017 -1.0000000180025095e-35 -0.083539999999999989 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 7 8 -4 -9
right_child=1 2 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.0008073169099002543 -0.00051781774853863348 0.00081616084179240121 0.00042702302621410007 -0.00093992784958527096 0.00055504834392486931 0.0001578145626968144 -0.00026855081765433735 0.00037018117335206266 -0.00048173154318113305 0.0010729997826374996
leaf_weight=0.0010557374441335756 0.0010313292373325877 0.0010063212988467947 0.0010578007272216171 0.0017622465524052928 0.0012134136716593497 0.001205485843041771 0.0014696645921926151 0.0016204786005368055 0.0010743969560562691 0.0010348755025818084
leaf_count=515 328 196 387 204 160 167 177 406 531 50
internal_value=0 5.96655e-05 0.000111705 4.37912e-05 -0.000189574 -0.000494027 0.000199729 0.00034348 -3.0891e-05 0.000644092
internal_weight=0 0.012476 0.0114447 0.0104384 0.00418115 0.00296773 0.00625722 0.00478755 0.0021322 0.00265535
internal_count=3121 2606 2278 2082 531 371 1551 1374 918 456
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=9
num_cat=0
split_feature=48 2 52 133 52 4 13 0
split_gain=5.57179e-05 8.64618e-05 8.59763e-05 6.23741e-05 9.32032e-05 0.000166398 0.000165926 7.68241e-05
threshold=0.12474000000000002 0.11510000000000002 0.11434500000000002 -0.0061299999999999992 -0.0064899999999999992 0.0052350000000000009 0.01128 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.00057250882835913541 -0.00059692965401064745 0.00031752158047629612 -0.0007284129858167273 -0.000696426103602641 0.00081584516231945491 0.00020135251213489143 -0.00033049727265636473 0.00012707709774019174
leaf_weight=0.0010398543380832513 0.001016738417238607 0.0015170848134346089 0.0010065447625008375 0.0018472396488771392 0.0011912004808981302 0.0013917216057052978 0.0017587853795665714 0.0013043388492096986
leaf_count=692 102 383 394 741 91 131 138 449
internal_value=0 -0.000117279 -0.000186425 -0.000122493 -6.00439e-05 -0.000310667 0.000130764 0.000455848
internal_weight=0 0.0110568 0.00953969 0.00853314 0.00749329 0.00323896 0.00425432 0.00249554
internal_count=3121 3019 2636 2242 1550 872 678 540
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=9
num_cat=0
split_feature=52 52 16 157 13 1 4 1
split_gain=2.12186e-05 3.3867e-05 4.42746e-05 5.84997e-05 7.86426e-05 0.000133987 8.09431e-05 3.64697e-05
threshold=0.15116000000000002 0.10024500000000001 0.22339500000000004 -0.06266999999999999 -0.010384999999999998 0.11181500000000001 0.0061450000000000003 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.024341107797184323 -0.013335572872094534 0.017737928274624889 -0.019149342060165709 -0.00066238124905963042 -0.014718760302518298 -0.036252056038580317 0.020520730915863091 0.025093108020578788
leaf_weight=0.0010132118258154377 0.0010966497484762158 0.0011134723938634331 0.0011388247028029513 0.0010039416690333417 0.0012979789947143619 0.0013071069064108896 0.0013093064067653461 0.0012153313730450407
leaf_count=304 377 236 424 745 496 89 123 327
internal_value=0 0.00136342 -0.00083706 0.00208093 -0.0015962 -0.0101221 0.00297753 0.013442
internal_weight=0 0.00939917 0.0082857 0.00714688 0.00613367 0.00391439 0.00260729 0.00221927
internal_count=3121 2744 2508 2084 1780 708 619 1072
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=8
num_cat=0
split_feature=1 3 457 0 2 16 2
split_gain=2.52199e-05 4.81734e-05 3.46658e-05 5.69126e-05 6.49231e-05 4.35432e-05 7.64045e-06
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 -0.08824499999999999 0.10097500000000002 -0.071359999999999993 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.025429608451930277 0.019771310298442268 -0.0072381051360263298 0.011336123937806511 0.020155796625836143 -0.014060791638291041 -0.00026264314384260359 0.0078731149175487024
leaf_weight=0.0018902573979189576 0.0015381571927505673 0.0011571240420721243 0.0013769108290656463 0.0010201725680964013 0.0013807111464731116 0.0010804237211549518 0.0010057123415573958
leaf_count=465 260 155 256 760 391 284 550
internal_value=0 0.00817577 -0.00305343 -0.00616026 0.00266148 -0.0162765 0.0140583
internal_weight=0 0.00269528 0.00775419 0.00637728 0.0034066 0.00297068 0.00202588
internal_count=3121 415 2706 2450 1701 749 1310
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=11
num_cat=0
split_feature=1 12 43 52 1 151 2 15 2 150
split_gain=5.98965e-05 0.000110849 8.79507e-05 0.000117952 8.77609e-05 8.44052e-05 8.54327e-05 0.000128435 0.000128306 7.24968e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.089325000000000015 0.093575000000000019 -0.0083949999999999979 0.089885000000000007 -0.055554999999999993 0.11215000000000001 0.085395000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 -7 -8 -4
right_child=-2 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=0.00053309140329802136 0.00040760799002453115 -0.00066551867654045867 -0.00065035702016108684 -0.00088361003098654087 -7.861301365363874e-05 -0.00058622859910071375 0.00074241799782193976 0.00034882340867675341 -9.6359552304504787e-05 6.3735739490169781e-05
leaf_weight=0.0010747595159588596 0.001163611000890301 0.0010534834062403782 0.0010122933802131284 0.0010153899235469189 0.0010686998879771408 0.0010704724930993127 0.0017888378174991597 0.0011955043608859169 0.0011531317459475068 0.001188159938335067
leaf_count=139 169 121 263 512 144 267 410 699 211 186
internal_value=0 -5.89968e-05 1.46937e-06 -5.8722e-05 -0.000470816 5.7206e-05 0.000193249 -9.29055e-05 0.000413652 -0.000264774
internal_weight=0 0.0116207 0.0105672 0.00949249 0.00208409 0.0074084 0.00520795 0.00226598 0.00294197 0.00220045
internal_count=3121 2952 2831 2692 656 2036 1587 966 621 449
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=8
num_cat=0
split_feature=1 42 13 2 3 160 16
split_gain=2.13285e-05 5.22933e-05 4.77015e-05 6.05313e-05 0.000105961 6.78103e-05 0.000167114
threshold=0.12500000000000003 0.092620000000000022 0.086705000000000018 0.098260000000000014 0.11924500000000002 -0.027994999999999996 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.010231477873657559 0.0095348080863750743 -0.023470609771846781 0.018342375431697002 0.030798864167471546 -0.0098624718625758695 0.0019757728909733439 -0.048682865141152047
leaf_weight=0.0010651111097474551 0.0018666784422429463 0.0010237361767678763 0.0012638184337359967 0.0011862663806921983 0.0013940192176999378 0.0015272658913442136 0.0011352166911801028
leaf_count=474 279 548 263 355 88 688 426
internal_value=0 -0.00225812 0.00060993 -0.00294286 0.00883126 -0.0110931 -0.0196238
internal_weight=0 0.00859543 0.0075717 0.00630788 0.00258029 0.00372759 0.00266248
internal_count=3121 2842 2294 2031 443 1588 1114
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 3 48
split_gain=4.11426e-05 0.000108214 7.03782e-05 8.52412e-05 7.33784e-05 8.58493e-05 7.81889e-05 7.27629e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 -0.116045 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00047596945708708809 0.00036357476694177796 -0.00036576766302632972 0.00048180519338491233 0.00045311292597207433 0.00046157696689446862 5.4333937777640577e-06 -0.00071018273618217507 -0.00021884871578666521
leaf_weight=0.0018375493606273908 0.0010557923570891784 0.0013636620128669808 0.0018725195665038174 0.0013807179966563352 0.0010912617042828912 0.001119021747765347 0.0012346993565793465 0.0011238499775282351
leaf_count=736 344 708 408 129 128 91 501 76
internal_value=0 -4.1605e-05 4.52869e-05 0.000116948 2.11566e-06 -0.000101088 -0.00036996 0.00015159
internal_weight=0 0.0110233 0.00918573 0.00782207 0.00594955 0.00485829 0.00235372 0.00250457
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=8
num_cat=0
split_feature=14 15 13 16 16 1 3
split_gain=2.10982e-05 3.60527e-05 4.2655e-05 8.00416e-05 0.000107297 0.000139407 9.32238e-05
threshold=-1.0000000180025095e-35 -0.14601999999999996 0.11596500000000001 0.22339500000000004 -0.27167499999999994 0.094385000000000011 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.013108461231422322 0.019155267277148565 -0.022403753263516915 0.01351055474351898 -0.028856820710894245 -0.019724815786189426 0.03492116269815107 0.018428688008273113
leaf_weight=0.0011209977311655928 0.0010198719270827746 0.0014863220735020785 0.0016710065058071679 0.0011109368212455549 0.0015864983744001459 0.0013719172402632601 0.0010739042214009675
leaf_count=161 280 212 170 386 1543 307 62
internal_value=0 0.00141206 -0.000768002 -0.00436696 0.000563003 0.0090286 -0.00432368
internal_weight=0 0.00932046 0.00830059 0.00662958 0.00551864 0.00403232 0.0026604
internal_count=3121 2960 2680 2510 2124 1912 1605
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=2.06936e-05 3.39685e-05 4.11885e-05 4.97309e-05 6.00963e-05 6.51487e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.018687085703396455 -0.013785539584894799 -0.014265496882506746 -0.01191299353703105 0.022563188055613605 0.018634593991543345 -0.011370575139873601
leaf_weight=0.0010062691885923585 0.0010029229499607288 0.0017784257763801591 0.0016907798444676762 0.0017925211468544076 0.0011400364016824235 0.0019811169752002181
leaf_count=219 579 337 492 229 98 1167
internal_value=0 0.00132648 -0.000757461 0.00287994 0.00797014 -0.000410849
internal_weight=0 0.00938915 0.00838288 0.00660445 0.00491367 0.00312115
internal_count=3121 2542 2323 1986 1494 1265
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=10
num_cat=0
split_feature=48 48 474 1 15 12 12 16 1
split_gain=0.000123281 0.000124698 9.19319e-05 8.9855e-05 7.61238e-05 8.05002e-05 0.000133402 6.68973e-05 9.49367e-05
threshold=0.12879500000000002 0.097025000000000014 0.084660000000000027 0.12500000000000003 -0.11713499999999999 0.090455000000000021 0.098810000000000023 -0.056919999999999991 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00063037218529780848 -0.00066243042606925386 0.00066625955032363279 0.00053764332037560504 0.00034781180838383178 0.00034814053457038414 0.00058100881640169879 -0.00033214969891644399 -0.00053053844942872492 -0.00042140924261811644
leaf_weight=0.0011367502099265863 0.0010094526436092823 0.001145360119151311 0.0010440710822663081 0.0016063089837060592 0.0012374740369410779 0.0014578641526895556 0.001063969495640723 0.0018229019633149682 0.0012279223561439496
leaf_count=176 90 205 329 192 629 546 306 529 119
internal_value=0 5.16439e-05 -1.47842e-05 -7.51592e-05 -0.000160655 -8.22492e-05 0.000195744 -0.00024573 -3.51436e-05
internal_weight=0 0.0117426 0.0105973 0.00955319 0.00794688 0.00681013 0.00252183 0.0042883 0.0024654
internal_count=3121 3031 2826 2497 2305 2129 852 1277 748
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=10
num_cat=0
split_feature=48 48 51 13 1 2 2 13 2
split_gain=7.00663e-05 0.00014566 0.00011113 8.60003e-05 0.000185488 0.000245519 0.000201486 9.26349e-05 4.44274e-05
threshold=0.12474000000000002 0.097025000000000014 0.08955500000000001 0.0076650000000000008 0.111945 0.10584500000000001 0.089885000000000007 0.15641500000000003 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -5 -1
right_child=-2 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=0.00012594100037185114 -0.0004987985413636908 0.00071411024887188621 -0.00058658854411638474 -0.00060736568532015068 0.0008182762006123175 -0.00074379065452199783 0.0007608857418059424 7.1517222389157342e-05 -0.00043748675010457373
leaf_weight=0.0010997914580095371 0.0010423152569814407 0.0010912156547635077 0.0012531193486108464 0.0013985860696508097 0.0013237691996594121 0.0012926203832843842 0.0016501947757663359 0.0017269505571464103 0.0010534610993552878
leaf_count=445 102 193 312 278 262 223 415 150 741
internal_value=0 3.13926e-05 -3.75977e-05 3.44739e-05 0.000164336 -5.53284e-06 0.000245368 -0.000232263 -0.000149711
internal_weight=0 0.0118897 0.0107985 0.00954537 0.00641984 0.00509607 0.00380345 0.00312554 0.00215325
internal_count=3121 3019 2826 2514 2086 1824 1601 428 1186
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=10
num_cat=0
split_feature=41 474 160 52 0 4 4 2 0
split_gain=6.2203e-05 9.37388e-05 0.000129855 0.000110097 0.000114325 8.14406e-05 0.000117279 6.25645e-05 7.58507e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.055319999999999994 0.0052350000000000009 0.10803500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.0005092882454589239 -0.00046604163063290873 0.00061325902074894261 0.00054555796266302385 0.00065940060473567948 -0.00056580541084770477 -0.00060184502167424903 0.00061763617316263242 -0.00025119409015751659 -1.0382283314247561e-05
leaf_weight=0.0016977421639169906 0.0010083351370350222 0.0010069377970159743 0.0012737224053490041 0.0011131989541026399 0.0011657459321573471 0.0010245326418826606 0.0014166511970823174 0.0011369813183685976 0.0015466130389625722
leaf_count=697 170 333 864 163 41 377 111 196 169
internal_value=0 4.20771e-05 -1.33576e-05 8.36713e-05 -1.05644e-06 0.000101835 -8.44821e-06 0.000139824 0.000289855
internal_weight=0 0.0113821 0.0103752 0.00867745 0.00756425 0.0063985 0.00512478 0.00410025 0.00296326
internal_count=3121 2951 2618 1921 1758 1717 853 476 280
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=10
num_cat=0
split_feature=124 48 48 51 52 52 15 0 16
split_gain=6.17107e-05 7.67313e-05 9.9662e-05 9.67903e-05 6.6655e-05 7.67114e-05 6.42294e-05 0.000100995 8.13532e-05
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.087505000000000013 -0.10925999999999998 -0.046924999999999988 -0.11713499999999999 -0.10607499999999999 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=0.00045297135334365163 -0.0004346887219189533 -0.00055842834311640944 0.0005835932278864226 -0.0005965015697103035 0.00049480842210745013 -0.00045683746929103163 0.00047053851316797084 -0.00047119663526608979 0.00017955486633403577
leaf_weight=0.001028299343839083 0.0011040276990467056 0.0010320015805416428 0.0010217684525925729 0.0011408122074796764 0.0013974288987226918 0.0010461591588820374 0.0016468713999988867 0.0014310214191266672 0.0015264187082799437
leaf_count=259 416 97 209 292 203 180 159 1118 188
internal_value=0 -4.86645e-05 2.33915e-06 -6.15717e-05 1.32884e-05 8.34624e-05 -1.82684e-05 8.13802e-05 -0.000135325
internal_weight=0 0.0113465 0.0103145 0.00929274 0.00815193 0.0070479 0.00565047 0.00460431 0.00295744
internal_count=3121 2862 2765 2556 2264 1848 1645 1465 1306
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=10
num_cat=0
split_feature=124 48 48 51 52 52 15 0 16
split_gain=8.14815e-05 5.32548e-05 0.000116778 0.000108792 6.31216e-05 0.000105986 7.98115e-05 9.19811e-05 7.72537e-05
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.08955500000000001 -0.088204999999999992 -0.031059999999999997 -0.11713499999999999 -0.10607499999999999 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=0.00051269514123535368 -0.00034969555696238991 -0.00048352165869918487 0.00061699315303775535 -0.00068073050554773513 0.00064026635088411388 -0.00052083942506987247 0.00046313405714426081 -0.0004474604490444505 0.00018709484400498353
leaf_weight=0.0010650610552006149 0.0016520203106161011 0.0010131614824847356 0.0010213043519691116 0.001035208541343184 0.0010814490385592434 0.0010383838502845402 0.001582998560949293 0.00144121320113977 0.0015109633359633268
leaf_count=259 489 97 209 270 158 180 154 1123 182
internal_value=0 -5.44637e-05 -1.25181e-05 -8.1337e-05 -6.64159e-06 7.85172e-05 -3.04802e-05 8.17936e-05 -0.000122687
internal_weight=0 0.0113767 0.0103635 0.00934224 0.00830703 0.00665501 0.00557356 0.00453518 0.00295218
internal_count=3121 2862 2765 2556 2286 1797 1639 1459 1305
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=10
num_cat=0
split_feature=48 48 51 1 47 13 51 2 2
split_gain=0.000129909 0.000140174 9.64741e-05 8.16555e-05 0.000121676 0.000112013 0.000154142 0.000132512 9.20198e-05
threshold=0.12879500000000002 0.097025000000000014 0.08955500000000001 0.12811000000000003 0.077555000000000013 0.0076650000000000008 -0.076794999999999988 0.10584500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00043092348373636091 -0.00068047343557984771 0.00071424264010997612 -0.00052532559472521015 0.00048410026719605744 -0.00059266742905816829 -0.00033374393096081067 0.00026524286868843949 -0.00011722476947823632 0.00099893021468832667
leaf_weight=0.001055553113372667 0.0010004835616698017 0.0011234321099799797 0.0012518156883927758 0.0014383260701751359 0.0012226795267084875 0.0018379419723122299 0.0012169020907423734 0.0012310103766344383 0.0014290330318373493
leaf_count=325 90 205 312 180 209 359 934 173 334
internal_value=0 5.54053e-05 -1.38768e-05 5.40067e-05 -2.33867e-05 7.94201e-05 0.000233373 0.000414237 0.000661497
internal_weight=0 0.0118067 0.0106833 0.00943145 0.00799312 0.00677044 0.0049325 0.00387695 0.00264594
internal_count=3121 3031 2826 2514 2334 2125 1766 1441 1268
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=8
num_cat=0
split_feature=1 52 15 12 52 13 1
split_gain=3.20379e-05 4.95984e-05 6.72716e-05 6.69109e-05 4.57202e-05 3.03651e-05 7.26096e-05
threshold=0.13686500000000004 0.11434500000000002 -0.11713499999999999 0.095110000000000014 1.0000000180025095e-35 -0.036034999999999991 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.016933971685768014 0.016885926278085162 -0.021434344735114047 -0.020026372140018359 0.023332713974975421 0.016644595196723275 0.019493439897447427 -0.013009505356551652
leaf_weight=0.0017151874615716428 0.0010019167169562403 0.0011453258421294981 0.0010537786007471946 0.0015692215533892849 0.001221686399921095 0.0011352430977941961 0.0017418819491433341
leaf_count=302 169 462 661 468 524 276 259
internal_value=0 -0.0019077 0.000743054 0.00525366 -0.000252323 -0.00550372 -0.000184639
internal_weight=0 0.00958232 0.008437 0.00672181 0.00515259 0.0039309 0.00287713
internal_count=3121 2952 2490 2188 1720 1196 535
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=11
num_cat=0
split_feature=484 52 52 51 160 42 12 4 4 151
split_gain=0.000141003 0.000108157 0.00018137 0.000117765 6.26029e-05 6.39874e-05 7.56471e-05 9.63534e-05 9.52546e-05 9.36621e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 -0.090859999999999982 -0.076794999999999988 0.086870000000000017 -1.0000000180025095e-35 0.098810000000000023 -0.0024449999999999997 -0.27825499999999997 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 -7 -9
right_child=1 2 3 4 -6 6 -8 9 -10 -11
leaf_value=-0.00070374813452105946 -0.00056402620762365061 0.00087346331040218214 -0.00059839169451816616 -0.00028388101216220304 -0.00034941485774192684 0.00019177823989344149 -0.00014914794123500389 -0.00032647097790037199 0.00098408996284173153 0.00037012934076606431
leaf_weight=0.0010222551857275658 0.0010015779060857455 0.0010777439241833687 0.0010374334213098255 0.0011026586697557754 0.0010647443201949264 0.0010491748465787146 0.0016193677848364164 0.0011866356387563344 0.0013140420008525412 0.0019808728902719341
leaf_count=515 318 206 184 616 140 51 150 122 519 300
internal_value=0 5.38188e-05 0.000107946 2.82709e-05 9.80451e-05 0.000155775 0.000223577 0.000332709 0.000632335 0.000109164
internal_weight=0 0.0124343 0.0114327 0.0103549 0.0093175 0.00825275 0.00715009 0.00553073 0.00236322 0.00316751
internal_count=3121 2606 2288 2082 1898 1758 1142 992 570 422
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=8
num_cat=0
split_feature=1 40 150 2 3 3 1
split_gain=2.57287e-05 4.25014e-05 4.44457e-05 5.31211e-05 6.4072e-05 6.11022e-05 6.47648e-05
threshold=0.13686500000000004 -0.013874999999999998 0.10571000000000001 0.084245000000000014 -0.077774999999999983 -0.10023499999999998 0.10538500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.015368313655675252 0.015122363949640198 -0.0056444295695598952 -0.023166980760694567 0.0059745060849753289 0.026714576694361197 -0.029464086397562168 0.0013293822767892177
leaf_weight=0.0012651226058250286 0.0010031040131000145 0.0012254913622638292 0.0010861649858001001 0.0019615730623018489 0.0012220983038913192 0.0016853236378074603 0.0011484130296561257
leaf_count=262 169 531 149 307 225 1367 111
internal_value=0 -0.00170938 -0.00430336 -0.00147452 0.0105126 -0.00759292 -0.0169846
internal_weight=0 0.00959419 0.00832906 0.0072429 0.00244759 0.00479531 0.00283374
internal_count=3121 2952 2690 2541 756 1785 1478
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=10
num_cat=0
split_feature=41 13 52 2 3 0 150 15 13
split_gain=6.7802e-05 7.21835e-05 0.000160511 7.63516e-05 7.1405e-05 6.16249e-05 7.20117e-05 0.000132316 0.000101631
threshold=0.075585000000000013 -0.0039049999999999992 -0.013374999999999998 0.10222000000000002 0.12178000000000001 -0.23051499999999997 0.086615000000000011 -0.089024999999999979 0.11596500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -7 -9
right_child=-2 4 3 -5 -6 6 -8 8 -10
leaf_value=0.00076803984976813323 -0.00049004458930701218 0.00042501604298578118 0.00022403550816270235 -0.00045867455866157247 -0.00054546208086097365 0.00054283929976336456 -0.00052854375949126526 -0.00065450543670640844 0.00011566376224450317
leaf_weight=0.0014498086635701987 0.0010297359649493612 0.0010809446919823884 0.0016045969050326866 0.0010367123054742856 0.0010858733440031187 0.001314370821723134 0.0011245624911181695 0.0011580284668558697 0.0015278551084690374
leaf_count=652 170 86 1101 230 59 142 65 482 134
internal_value=0 3.53599e-05 0.000243817 -4.39278e-05 -8.15991e-05 -4.33141e-07 -9.01704e-05 3.30663e-05 -0.000216397
internal_weight=0 0.0113828 0.00409112 0.00264131 0.00729163 0.00620576 0.00512482 0.00400025 0.00268588
internal_count=3121 2951 1983 1331 968 909 823 758 616
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=8
num_cat=0
split_feature=1 52 15 12 52 2 49
split_gain=2.11108e-05 4.04139e-05 5.57286e-05 5.49982e-05 3.60463e-05 3.04525e-05 7.41808e-05
threshold=0.13686500000000004 0.11434500000000002 -0.11713499999999999 0.095110000000000014 1.0000000180025095e-35 0.089885000000000007 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.015250084790343628 0.013688060553244714 -0.019240238588243561 -0.014797120609571141 0.021291635730425303 0.014910231497476648 0.021249724303538428 -0.015212319628402086
leaf_weight=0.0017179069852696774 0.0010035525943888632 0.0011388031998307039 0.0017032576050065818 0.0015739003910784999 0.0012259539110349845 0.0011122123983120444 0.0011196846601736268
leaf_count=302 169 462 728 468 524 145 323
internal_value=0 -0.00155561 0.000826915 0.00492769 -6.25536e-05 -0.00472716 0.00295767
internal_weight=0 0.00959172 0.00845292 0.00673501 0.00516111 0.00393515 0.0022319
internal_count=3121 2952 2490 2188 1720 1196 468
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=11
num_cat=0
split_feature=48 2 3 2 43 0 48 42 0 0
split_gain=7.37193e-05 0.000117659 7.00732e-05 6.8483e-05 8.02829e-05 8.75553e-05 8.29257e-05 6.67531e-05 0.000131107 0.000126028
threshold=0.12474000000000002 0.11510000000000002 0.13524500000000003 0.10774000000000002 -0.090299999999999991 -0.030209999999999997 0.086035000000000014 0.084050000000000014 0.0059850000000000016 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=5.8550582941323116e-05 -0.00049978068815903292 0.00054230251197255261 0.00042150335296084143 -0.0005561592167130083 0.00019269204204297748 -0.00074180604057683206 -0.00038456162710944879 -0.00022116914353055545 -0.0002356068117667216 0.0010940858311623311
leaf_weight=0.001012648267721986 0.0010491775446559359 0.0015684955480936976 0.0011428191331670787 0.0010837298697070038 0.0013411341236877865 0.0010923816715956234 0.0011250284445126785 0.001056656584678013 0.0010529851656130296 0.0010738352216887979
leaf_count=358 102 383 68 176 152 46 271 908 115 542
internal_value=0 4.30653e-05 -3.53872e-05 -9.44639e-05 -2.99411e-05 -0.000356786 9.18396e-05 0.000210295 0.000341759 0.000593504
internal_weight=0 0.0115497 0.00998122 0.0088384 0.00775467 0.00210503 0.00564964 0.00452461 0.00346795 0.00241497
internal_count=3121 3019 2636 2568 2392 404 1988 1717 809 694
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=11
num_cat=0
split_feature=47 47 42 16 16 16 0 12 49 2
split_gain=0.000127084 0.000111145 0.00011294 0.000109546 8.5136e-05 0.000124561 0.000103525 8.90044e-05 8.58626e-05 3.32389e-05
threshold=0.13148500000000005 0.10678000000000001 -0.085499999999999979 0.16703000000000004 -0.004174999999999999 -0.056919999999999991 -0.14920999999999998 0.084100000000000022 -0.043469999999999995 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -6
right_child=-2 -3 3 -5 9 -7 7 -9 -10 -11
leaf_value=-0.00063345356469911708 -0.00064550386349766526 0.00066303616769226945 0.00022505300366816756 -0.00038755785117015564 0.00024578357872600702 -0.00057017676368209319 0.00076387471129026573 9.0114591515636031e-05 -0.00052157054669701769 0.00074822841680641911
leaf_weight=0.0010089345297624045 0.0011035533946184293 0.0010380203155243113 0.001183095612945273 0.0017858983519097116 0.001010099908563765 0.0010822015620606052 0.0013889303543128592 0.0016484774826417182 0.00118566422736208 0.0010147424798818577
leaf_count=436 65 141 61 362 246 451 253 845 115 146
internal_value=0 4.89908e-05 -7.37535e-06 5.39573e-05 0.000146578 3.70395e-05 0.000158592 0.000398208 -0.000148664 0.000497582
internal_weight=0 0.0123461 0.011308 0.0102991 0.00851321 0.00648837 0.00540617 0.00303741 0.00236876 0.00202484
internal_count=3121 3056 2915 2479 2117 1725 1274 1098 176 392
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=10
num_cat=0
split_feature=41 13 52 3 48 150 4 52 0
split_gain=9.99264e-05 0.00012067 0.000204393 8.98493e-05 9.07105e-05 0.0001063 0.000108717 7.91721e-05 6.97373e-05
threshold=0.075585000000000013 -0.004174999999999999 -0.013374999999999998 0.12178000000000001 0.091545000000000015 0.086615000000000011 -0.031404999999999995 0.070205000000000017 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -4 -8
right_child=-2 3 7 -5 -6 -7 8 -9 -10
leaf_value=0.00089517913594776462 -0.00058448524625599556 -0.00036894037546484194 -0.00040224045929288839 -0.00061743016082165881 0.00051527917602116726 -0.00064831564787787158 0.00063710174099720592 0.00027534355142575103 -1.1664880588293738e-05
leaf_weight=0.001488627694596319 0.0010558281598386779 0.0016352166408800418 0.0011404994378687466 0.0011145675716117687 0.0010415904981300123 0.0011400899079574145 0.0011487953806614412 0.0015834932619211112 0.0014298969473750592
leaf_count=648 170 427 605 59 113 75 83 720 221
internal_value=0 4.53105e-05 0.000310932 -0.000103683 -1.41513e-05 -0.000117149 2.65603e-05 -8.35184e-06 0.000277358
internal_weight=0 0.0117228 0.00421262 0.00751016 0.00639559 0.005354 0.00421391 0.00272399 0.00257869
internal_count=3121 2951 1973 978 919 806 731 1325 304
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=8
num_cat=0
split_feature=4 12 12 12 2 2 0
split_gain=2.57723e-05 7.78439e-05 6.11634e-05 7.21894e-05 6.49582e-05 4.75365e-05 2.84832e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 1.0000000180025095e-35 0.083215000000000011 0.10855000000000002 -0.10836499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=0.021158766740039553 -0.00066907908272028456 -0.028379752775414858 0.020181949806969055 -0.027286301091716876 -0.017760926416857958 0.0072928544624088114 0.019111659173652918
leaf_weight=0.0012402734659333918 0.0017009134421623381 0.0010563916987567003 0.0013125714980716206 0.0010592057667841385 0.0016127407512224121 0.0014277960929169661 0.0012725996282919013
leaf_count=122 206 404 618 1149 242 160 220
internal_value=0 -0.00316256 0.000841784 -0.00391201 0.00187151 -0.005996 0.00779665
internal_weight=0 0.00770898 0.00665259 0.00534002 0.00428081 0.00304054 0.00297351
internal_count=3121 2695 2291 1673 524 402 426
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=10
num_cat=0
split_feature=52 52 51 52 160 16 0 0 12
split_gain=7.28013e-05 8.72049e-05 0.000100357 7.45805e-05 8.38424e-05 7.75536e-05 8.21601e-05 7.28305e-05 0.000126887
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 -0.046924999999999988 -1.0000000180025095e-35 -0.056919999999999991 0.10455500000000001 -0.15599999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 -9
right_child=1 2 3 4 5 6 -8 8 -10
leaf_value=-0.00050743098415008934 0.00058128431072248111 -0.00059759082498199174 0.0004438694441614033 -0.00054912706448726205 -0.00021566924640875067 -0.0006521650333295221 9.9908260910407774e-05 0.00074783746962984706 1.9363208014163315e-06
leaf_weight=0.0010227890282844864 0.0010356584522041466 0.0010262330038468817 0.0015337790920585256 0.0010341051781553329 0.0012618719579945599 0.0010508194175967676 0.0011919425328890121 0.0015754716130252228 0.0019773000541976372
leaf_count=364 274 253 248 567 103 161 35 225 891
internal_value=0 3.81052e-05 -1.47086e-05 4.74373e-05 -2.7708e-05 4.86943e-05 -0.000252467 0.000188981 0.000332705
internal_weight=0 0.0116872 0.0106515 0.00962529 0.00809151 0.00705741 0.00224276 0.00481464 0.00355277
internal_count=3121 2757 2483 2230 1982 1415 196 1219 1116
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=8
num_cat=0
split_feature=42 475 43 3 4 2 2
split_gain=2.1908e-05 4.44499e-05 6.94152e-05 6.72139e-05 5.6149e-05 5.19774e-05 6.63097e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.086769999999999986 0.24564500000000003 0.089885000000000007 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.010937976059874161 -0.01766820771527491 0.002055717946919717 -0.026250225941687418 0.038522408800082508 0.012903520050826865 0.016831913350589485 -0.013442604852638432
leaf_weight=0.0015892260212144503 0.0010399448148440326 0.0010082744126410914 0.0011057948415156326 0.0010134852359082701 0.0019462043357588955 0.0012378287014170007 0.0017410822587878901
leaf_count=862 448 147 507 515 214 196 232
internal_value=0 0.00178788 0.0043005 0.0203361 -0.00107515 -0.00773545 -0.000862616
internal_weight=0 0.00909261 0.00805267 0.00202176 0.00603091 0.00408471 0.00297891
internal_count=3121 2259 1811 662 1149 935 428
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=12
num_cat=0
split_feature=48 0 151 150 4 15 12 1 16 16 13
split_gain=0.000191963 0.000196242 0.000112541 0.000206705 0.000114335 9.83327e-05 0.000111231 0.000128235 7.83258e-05 6.88663e-05 3.34318e-05
threshold=0.12879500000000002 -0.23091999999999999 -0.024429999999999997 0.085825000000000012 0.40945500000000007 -0.037864999999999989 -0.010834999999999999 0.083835000000000007 -0.013324999999999998 -0.16927999999999996 -0.055129999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 -7 8 -8 -4 -10
right_child=-2 2 3 -5 -6 6 7 -9 10 -11 -12
leaf_value=0.00084758243337584155 -0.00081577525413644054 0.00041818538687820396 -8.2253415342027197e-05 -0.00093907831768608673 0.000589935806659434 0.00063065130249775707 -0.00034561796603584224 -0.00068611523528349381 8.7808109922160618e-05 -0.00079207940378125204 0.00057650367283763122
leaf_weight=0.001101890997932565 0.0010491436695403084 0.0018852794433871405 0.001011535440308014 0.0010224096829191858 0.0010809015483457989 0.0010232731095924166 0.0010060563699368311 0.0010438421750098049 0.0011491555531703756 0.0010936172963094664 0.0010123051570012217
leaf_count=79 90 469 94 119 220 55 682 467 127 619 100
internal_value=0 5.76311e-05 -1.92061e-05 -0.00010653 -5.4446e-06 -9.3124e-05 5.08009e-05 -9.00907e-05 0.000106327 -0.000451005 0.000316685
internal_weight=0 0.0124303 0.0113284 0.0094431 0.00842069 0.00733979 0.00523463 0.00421136 0.00316752 0.00210515 0.00216146
internal_count=3121 3031 2952 2483 2364 2144 1431 1376 909 713 227
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 15 160 52 0
split_gain=7.24419e-05 8.96358e-05 0.000143098 7.9818e-05 7.47009e-05 6.8614e-05 8.19787e-05 6.54149e-05 6.44096e-05
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.10571000000000001 0.181285 1.0000000180025095e-35 -0.027994999999999996 -0.088204999999999992 0.024095000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.00050316130581027556 0.00040193520626192921 -0.0005905415229128057 0.0006047137564870233 -0.00058296118834052634 0.00032910863210977809 -0.00053968896593388645 -0.0005862892824191132 0.00026606437065203841 -0.00034346698419315092
leaf_weight=0.0010458109919546333 0.0013504848908767251 0.0010208227941113602 0.0013881650492160889 0.0010372869372636132 0.0019521271464528027 0.0011642526668545466 0.0010158980621153939 0.0015116290448328276 0.0011922135160809394
leaf_count=259 403 92 314 122 160 1080 370 274 47
internal_value=0 -3.55943e-05 1.77886e-05 -7.05416e-05 -5.61533e-06 -0.000110423 -1.18531e-05 -0.000162083 -2.69814e-06
internal_weight=0 0.0116329 0.0106121 0.00922389 0.00818661 0.00623448 0.00507023 0.00371974 0.00270384
internal_count=3121 2862 2770 2456 2334 2174 1094 691 321
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=11
num_cat=0
split_feature=484 42 43 3 16 16 51 16 1 0
split_gain=0.000171605 6.10366e-05 9.10444e-05 0.000341389 0.000152756 0.000177541 0.000125985 9.34075e-05 9.17387e-05 8.50708e-05
threshold=-1.0000000180025095e-35 -0.098769999999999983 -0.072864999999999985 -0.075944999999999985 0.22339500000000004 -0.008904999999999998 0.081440000000000026 -0.29154999999999992 0.11212500000000002 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 6 7 8 -4 -3
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00077746049499935986 -0.00037581189237562168 -0.00047406823085883228 0.00031278364138153617 0.0012813608072065213 -0.0007212685565454927 0.00067564222343942696 0.00038228788912755872 -0.00070817062055892612 -0.000480025743454367 0.00031709924548741831
leaf_weight=0.0010199914558548925 0.0011183666315376191 0.0010416946312435844 0.0012426381540292753 0.0010778287564368041 0.00100854769638461 0.0015636959230269287 0.0015743196017243563 0.0012780259248313108 0.0010231920953986499 0.0010484098701029065
leaf_count=515 191 513 109 272 213 209 189 700 125 85
internal_value=0 6.03483e-05 0.000105271 0.000385015 -9.9648e-06 9.73979e-05 -7.92663e-05 -0.000284307 -4.52292e-05 -7.72135e-05
internal_weight=0 0.0119767 0.0108584 0.00316793 0.00769042 0.00668187 0.00511818 0.00354386 0.00226583 0.0020901
internal_count=3121 2606 2415 870 1545 1332 1123 934 234 598
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=11
num_cat=0
split_feature=48 0 151 150 4 15 0 52 2 2
split_gain=0.000127698 0.00014444 9.63615e-05 0.000140383 0.000106028 7.74206e-05 6.87508e-05 7.6163e-05 0.000171735 0.000152236
threshold=0.12879500000000002 -0.23091999999999999 -0.075199999999999989 0.085825000000000012 0.40945500000000007 -0.10203999999999998 -0.10151999999999999 0.10744000000000002 0.10097500000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.00075387943823980973 -0.00066400104289967383 0.0004249822100348849 -0.00055304644529227936 -0.0007490672429691529 0.00058250224283401834 0.00038592336251137323 -0.00053773841505301134 0.00033937783004001483 -0.0009102152227696683 0.0004328007913592764
leaf_weight=0.0010420068494738652 0.0010275106630308973 0.0016653542029486232 0.0011415053661763394 0.0010879990998980396 0.0010494743110412343 0.0013935724194168607 0.0010662097954513058 0.0011111587924141743 0.0010621136617866788 0.0014893318184072929
leaf_count=79 90 424 198 146 220 161 465 343 291 704
internal_value=0 5.59703e-05 -9.74255e-06 -8.67495e-05 -6.97107e-08 -8.42387e-05 3.16949e-06 -0.000109627 -0.000247539 2.78775e-05
internal_weight=0 0.0121087 0.0110667 0.00940137 0.00831337 0.00726389 0.00612239 0.00472881 0.00361766 0.00255554
internal_count=3121 3031 2952 2528 2382 2162 1964 1803 1460 1169
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=11
num_cat=0
split_feature=52 52 51 457 39 151 2 0 15 15
split_gain=9.82569e-05 8.23975e-05 0.00010172 8.65904e-05 6.57796e-05 0.000104208 0.000135342 0.000139165 0.000100047 3.42685e-05
threshold=-0.26636999999999994 -0.090859999999999982 -0.076794999999999988 0.045365000000000009 0.084405000000000008 -0.0056149999999999993 0.11018500000000002 0.089620000000000019 -0.10203999999999998 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7 -10
right_child=1 2 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.00059332389714171008 0.00054935396447394367 -0.00058393882544947753 -0.00067473331545751141 0.00049900161886427472 0.00043776543148690096 -0.00040523709614251753 0.0004662678941068185 -0.0008107724663423885 0.0005446615112489569 3.3222204003501044e-05
leaf_weight=0.0010041300405382548 0.0011289188081687945 0.0010606544330527658 0.0010052886444789641 0.0014413071731181311 0.0010419761255914851 0.0013139328500432197 0.0017546972210029307 0.0010243342293124874 0.0010124347945686472 0.0010023908667102638
leaf_count=354 284 253 156 187 203 153 224 47 286 974
internal_value=0 4.56316e-05 -7.72869e-06 5.59579e-05 -2.23447e-05 -8.9745e-05 6.53895e-06 -0.000178774 1.5706e-05 0.000290217
internal_weight=0 0.0117859 0.010657 0.00959636 0.00815505 0.00711308 0.00610779 0.00435309 0.00332876 0.00201483
internal_count=3121 2767 2483 2230 2043 1840 1684 1460 1413 1260
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=10
num_cat=0
split_feature=484 41 150 3 1 12 2 2 16
split_gain=0.000176167 6.68435e-05 0.000103417 0.000137987 8.87557e-05 0.00011093 8.03713e-05 0.000213363 8.54762e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.12811000000000003 0.09857500000000001 0.096540000000000015 0.11177500000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00080029401220666103 0.00067807323347659988 -0.00042486357357071462 -0.00045536208734419016 0.00016925954839503571 0.00049970578909377906 -0.00059941835469499603 0.0010049340659512541 -0.00021103438463388545 -0.00048034840431496396
leaf_weight=0.0010059555581387715 0.0016746273709152279 0.001021089967203675 0.0011508427199867751 0.0017279727357878863 0.0014364297994087592 0.0011227995500267592 0.0010515194487735746 0.0011744562705447281 0.0014176665921993071
leaf_count=515 187 144 108 815 201 291 196 155 509
internal_value=0 5.45766e-05 0.00010009 0.000166639 5.86476e-05 -3.89054e-05 7.82556e-05 0.000363372 -0.000123504
internal_weight=0 0.0117774 0.0107563 0.00960547 0.00793084 0.00649441 0.00537162 0.00222598 0.00314564
internal_count=3121 2606 2462 2354 2167 1966 1675 351 1324
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=9
num_cat=0
split_feature=15 49 2 42 3 15 0 12
split_gain=2.23179e-05 2.95658e-05 8.30643e-05 7.50432e-05 6.43173e-05 0.000134341 9.67182e-05 9.23835e-05
threshold=0.084050000000000014 -0.006494999999999999 0.090675000000000019 0.090395000000000017 0.095270000000000007 -0.016799999999999995 -0.10151999999999999 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -3 -8
right_child=-2 3 -4 -5 5 -7 7 -9
leaf_value=-0.025795487304392017 -0.01366160002478143 0.041150557946708972 0.0092382966839983024 -0.019845919879613618 -0.023641582732108701 0.023175219636910764 0.026464308026029389 -0.013270687158848658
leaf_weight=0.0012933773022425544 0.0010922788060613231 0.0011811591074314637 0.0014195674961410463 0.0010502800039732104 0.001402000477696258 0.0010890170551451448 0.0011391244279887784 0.001203121530847268
leaf_count=300 1058 153 238 360 152 65 205 590
internal_value=0 0.00140988 -0.00746381 0.0048175 0.00912439 -0.00317433 0.0178195 0.00605397
internal_weight=0 0.00977765 0.00271294 0.0070647 0.00601442 0.00249102 0.00352341 0.00234225
internal_count=3121 2063 538 1525 1165 217 948 795
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=11
num_cat=0
split_feature=52 52 160 12 1 12 160 13 0 1
split_gain=8.34172e-05 9.22252e-05 8.75192e-05 9.50754e-05 7.76866e-05 8.57721e-05 9.89099e-05 5.97151e-05 6.75316e-05 4.56703e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10016000000000001 0.11551000000000002 -0.015429999999999998 -0.030779999999999998 -0.084034999999999985 -0.098289999999999975 0.11453000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9 -5
right_child=1 2 -4 9 -6 6 7 8 -10 -11
leaf_value=-0.00053779356322647962 0.00044380107012947733 -0.00045706941940240804 -0.0005128626039862576 -0.00062918162487749559 0.00057907082039779581 -0.00037835728318288449 0.00067337404644065072 0.0004391714351367389 -0.00022850927685403932 -4.0417472848716904e-05
leaf_weight=0.0010293917544313648 0.0018715147947446281 0.0010513122865416467 0.0012629958231553428 0.0010136870006588619 0.0013042058323422725 0.001006496710710346 0.0012023777771941282 0.0012831137395743432 0.0010664989931493728 0.0010124615043784722
leaf_count=364 407 90 216 241 242 510 282 111 594 64
internal_value=0 4.36835e-05 -2.97081e-05 3.85482e-05 0.00014801 4.77939e-05 0.000164229 0.000317977 0.000136108 -0.000334978
internal_weight=0 0.0120747 0.0102031 0.00894015 0.00691401 0.0056098 0.00455849 0.00355199 0.00234961 0.00202615
internal_count=3121 2757 2350 2134 1829 1587 1497 987 705 305
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=11
num_cat=0
split_feature=484 4 16 150 52 133 13 13 3 15
split_gain=0.000201454 0.000115479 8.5644e-05 7.40787e-05 8.08038e-05 0.000107631 0.000112999 0.00012965 0.000106816 5.22847e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.51370499999999997 0.089910000000000018 0.11434500000000002 -0.0061299999999999992 -0.083894999999999983 -0.42195999999999995 -0.074479999999999977 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 -8 -10
right_child=1 2 -4 -5 -6 6 8 -9 9 -11
leaf_value=-0.00082476769602121474 -0.00045512654967482923 0.00014597489249273265 0.00085986776931914967 -0.00044872848340864045 -0.00043209120889829027 9.4790629033759494e-05 -0.00031449169223154001 0.001078219913653964 3.931428904833782e-05 0.00061728029830557067
leaf_weight=0.0010559547268839216 0.0010945098437910999 0.0016498189030101861 0.0010619620606447471 0.0014002246842183428 0.001214299944785298 0.0010271745443120039 0.0019211640913206884 0.001034463468347741 0.0013112530849463441 0.0011121744842517757
leaf_count=515 656 112 234 197 342 37 589 166 154 119
internal_value=0 6.62241e-05 0.000425543 -3.0105e-05 3.71543e-05 0.000113121 0.000210206 0.000588244 3.08163e-05 0.000304558
internal_weight=0 0.012827 0.00271178 0.0101153 0.00871504 0.00750074 0.00640623 0.00206164 0.00434459 0.00242343
internal_count=3121 2606 346 2260 2063 1721 1065 203 862 273
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 1 0 12
split_gain=2.59858e-05 5.15587e-05 7.30553e-05 5.04548e-05 0.00012795 8.821e-05 7.61992e-05 7.34764e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 -0.019454999999999997 -0.056919999999999991 0.12337000000000002 -0.15599999999999997 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.015423182408716053 -0.023326598503804061 0.020700090971322103 0.023454301483502676 -0.0057831171744914004 -0.042383445175731636 -0.00051616602059038094 0.040714405988382482 0.0055748342976475089
leaf_weight=0.0010036901209372834 0.0012775943205969214 0.0012213612631284702 0.0010002790235501685 0.0019594185415488905 0.0010122165175753314 0.0010007764697378286 0.0010463436496881747 0.0013796594582837708
leaf_count=156 1537 118 197 167 322 62 234 328
internal_value=0 0.00146343 -0.00124452 0.00256858 -0.000696533 -0.0215688 0.00888423 0.0207307
internal_weight=0 0.00989765 0.00867629 0.00739869 0.00639841 0.00201299 0.00438542 0.002426
internal_count=3121 2965 2847 1310 1113 384 729 562
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=11
num_cat=0
split_feature=484 4 12 47 160 49 15 15 0 13
split_gain=0.000176228 7.90606e-05 8.48403e-05 8.33877e-05 9.2766e-05 0.0001054 0.000104467 0.000100937 0.000205283 8.14207e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.11650500000000001 0.10980000000000002 0.090980000000000019 -0.026779999999999995 -0.033689999999999991 -0.015039999999999998 -0.014954999999999998 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -7
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11
leaf_value=-0.00077839846126343882 0.00083801116153552275 0.00057861073515209482 -0.00050234821683580681 0.000500946811433074 -0.00056121892977279092 -0.00078933946292785307 -2.418572404281858e-05 0.00060987234905291224 -0.00034084507000929078 -1.4136786241715334e-05
leaf_weight=0.0010419439952927311 0.001159832472867408 0.0010401607584880302 0.0011051286261309209 0.0014742956726227939 0.001012598077532352 0.0010762160057962579 0.001011468643367393 0.001733551675649276 0.0017594097082519002 0.0010095609868415402
leaf_count=515 187 216 104 117 158 310 132 1017 157 208
internal_value=0 6.12346e-05 1.37869e-05 6.95063e-05 -3.08267e-06 6.98418e-05 0.000436369 -7.28144e-05 0.000130995 -0.000414125
internal_weight=0 0.0123822 0.0113421 0.0102369 0.00876264 0.00775004 0.0021713 0.00557874 0.00349296 0.00208578
internal_count=3121 2606 2390 2286 2169 2011 319 1692 1174 518
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 13 0 3 0
split_gain=0.000131716 0.000158908 0.000103441 7.0013e-05 0.000155986 0.000130774 0.000174622 0.000140101 0.000113827
threshold=0.12879500000000002 0.097025000000000014 0.08955500000000001 0.11237500000000002 0.10327000000000001 0.0076650000000000008 -0.060129999999999996 0.086245000000000016 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -7
right_child=-2 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.00031958617571931184 -0.00068729459095126294 0.00073929441595618685 -0.00055053194748474457 0.00042713124569537418 -0.00073578881216018407 6.4758769737695626e-05 0.00081942138950081525 0.00056450949170474586 -0.00078769211278587698
leaf_weight=0.001897365110837798 0.0010123667277560271 0.0011589830140907942 0.0012693150584927688 0.001546874821530232 0.0010429019540341439 0.0014765348333384059 0.0015133207976185843 0.0010821899002262936 0.0010170640629221239
leaf_count=1464 90 205 312 355 203 227 165 63 37
internal_value=0 4.91865e-05 -2.45601e-05 4.51565e-05 -2.84316e-05 7.71587e-05 0.000277012 1.52198e-06 -0.00028293
internal_weight=0 0.0120045 0.0108456 0.00957625 0.00802938 0.00698647 0.00449288 0.00297956 0.0024936
internal_count=3121 3031 2826 2514 2159 1956 1692 1527 264
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=11
num_cat=0
split_feature=484 52 52 51 42 160 12 3 2 3
split_gain=0.000250262 0.000128816 0.000152229 0.000135762 0.000114554 8.23594e-05 0.000107849 0.000134914 0.000114011 7.44993e-05
threshold=-0.0068949999999999992 -0.38533999999999996 -0.090859999999999982 -0.076794999999999988 -1.0000000180025095e-35 0.086870000000000017 0.098810000000000023 -0.14477499999999996 0.10672500000000001 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 -9
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0009421246841954501 -0.00060222645462102136 0.00079451193777978538 -0.00062295327745018217 -0.00044254403789880813 -0.00016638317464759582 -0.0002852677741264928 -0.00016369920238581379 0.00056611788965215608 0.00017992559425693288 0.0012333630360847002
leaf_weight=0.0010086498951200505 0.0010078752659881144 0.0011861740098237936 0.0010288902213773038 0.0012004849395139483 0.0012629784143110626 0.0011505615738715731 0.0016605881395465498 0.0017820902595816514 0.0018570023569629062 0.0010067985721059353
leaf_count=503 300 229 184 642 76 114 151 660 206 56
internal_value=0 7.13506e-05 0.000127292 5.50105e-05 0.000125325 0.000203503 0.000277796 0.000401871 0.00055635 0.000806996
internal_weight=0 0.0131434 0.0121356 0.0109494 0.0099205 0.00872002 0.00756946 0.00590887 0.00464589 0.00278889
internal_count=3121 2618 2318 2089 1905 1263 1149 998 922 716
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=11
num_cat=0
split_feature=484 15 13 43 16 16 2 51 49 0
split_gain=0.000139675 9.24562e-05 7.97702e-05 0.000176862 0.000137586 0.000112548 0.000120619 8.55606e-05 9.86824e-05 8.13626e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.25761500000000009 -0.16318499999999997 0.22339500000000004 -0.014034999999999997 0.092365000000000017 0.081440000000000026 -0.028954999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 8 -5 -10
right_child=1 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.00070567373519518075 0.00052188155142579812 0.00082385249695460195 -0.00053183204498729697 0.00022486315177539719 -0.00062712045194635968 -8.487318891039958e-06 0.00092099062254578793 0.00028415185983602184 -0.00089155515981120077 -0.00017929683940376987
leaf_weight=0.0010114172959573746 0.0014254014791715954 0.0010052978467675134 0.0010179470905402966 0.0011192955147969683 0.0013228489927097206 0.0011193800167291546 0.0010313546826198959 0.0015925395505218577 0.0010514058410171071 0.0014910511973507162
leaf_count=515 232 118 69 117 330 331 137 264 113 895
internal_value=0 5.26421e-05 -9.5705e-06 4.50504e-05 -4.46539e-05 5.93991e-05 0.000437231 -9.52584e-05 -0.000260268 -0.000473844
internal_weight=0 0.0121765 0.0107511 0.00973317 0.00872788 0.00740503 0.00215073 0.00525429 0.00366175 0.00254246
internal_count=3121 2606 2374 2305 2187 1857 468 1389 1125 1008
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=8
num_cat=0
split_feature=151 15 160 12 13 4 16
split_gain=2.49192e-05 6.07384e-05 4.77126e-05 9.3706e-05 8.52213e-05 0.000143274 7.43018e-05
threshold=-0.08718999999999999 -0.24436499999999997 -1.0000000180025095e-35 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=0.01454583901383949 0.018460606213280627 -0.020102688875924809 -0.027813806010069456 0.021116065818752937 -0.025287586845477234 -0.0070421825499748366 0.029954574924847557
leaf_weight=0.0010515844986399422 0.0013062336332741844 0.0016273153084421258 0.0011065034472182312 0.0019340177802578806 0.0018071746265254669 0.0010131018471919565 0.0011694619173848249
leaf_count=258 240 750 179 419 1032 111 132
internal_value=0 -0.00163989 -0.00467261 -0.00110096 0.00388876 -0.00446215 0.0127814
internal_weight=0 0.00996381 0.00865757 0.00703026 0.00592376 0.00398974 0.00218256
internal_count=3121 2863 2623 1873 1694 1275 243
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=9
num_cat=0
split_feature=12 13 3 2 2 49 42 0
split_gain=2.12943e-05 4.68587e-05 6.9424e-05 6.31915e-05 7.49154e-05 4.67401e-05 8.48045e-05 6.72629e-06
threshold=-0.077884999999999996 -0.23438999999999996 0.11924500000000002 0.10222000000000002 0.090935000000000016 -0.006494999999999999 0.084050000000000014 -0.089604999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.012806238451502361 0.016747818488510591 -0.015260011672323765 -0.027875259782232726 0.015300105504683449 -0.029834699766525759 0.024479308461310498 -0.015597717670072599 0.01293072043439422
leaf_weight=0.0011471534517709771 0.0012200062239851117 0.0014589138298408732 0.0010821827307738729 0.001843363558817381 0.0010708473532900342 0.0010020581803175171 0.0011251671322137996 0.0010153628908370887
leaf_count=322 112 262 67 538 451 157 684 528
internal_value=0 -0.00159224 -0.00419462 -0.000784858 -0.00601205 -0.000468112 0.00639887 0.0186669
internal_weight=0 0.0098179 0.0085979 0.00751571 0.00567235 0.0046015 0.00314259 0.00201742
internal_count=3121 2799 2687 2620 2082 1631 1369 685
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=9
num_cat=0
split_feature=42 40 49 52 2 12 52 0
split_gain=2.48112e-05 7.75797e-05 4.47341e-05 7.3643e-05 0.000149998 0.000132503 5.57955e-05 3.62976e-05
threshold=-0.094469999999999985 -0.013874999999999998 -0.043469999999999995 0.077655000000000016 0.11215000000000001 0.079890000000000017 0.11434500000000002 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -5 -3
right_child=1 2 3 6 -6 -7 -8 -9
leaf_value=-0.015033643388295687 0.024740024257153902 -0.0017134593066688627 0.022071203639508277 0.024693524035168533 -0.044820694383415183 -0.019130621183033242 -0.0075527334245122715 0.024351387645362502
leaf_weight=0.0010071383635429825 0.0012490187332960629 0.0011293600099494816 0.0013064834225913165 0.0011115670890502537 0.0011319557099186248 0.0019388994524223043 0.0010373453062602661 0.0010139636220988938
leaf_count=261 294 78 186 468 234 1003 384 213
internal_value=0 0.00143962 -0.00191725 -0.00603379 -0.0134766 -0.00254413 0.00912728 0.0106173
internal_weight=0 0.00991859 0.00866957 0.00652625 0.00437734 0.00324538 0.00214891 0.00214332
internal_count=3121 2860 2566 2275 1423 1189 852 291
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=10
num_cat=0
split_feature=52 52 51 52 160 16 0 3 0
split_gain=5.96586e-05 8.49864e-05 9.26009e-05 8.29072e-05 7.72693e-05 6.14629e-05 5.87072e-05 5.1228e-05 0.000141248
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 -0.046924999999999988 -1.0000000180025095e-35 -0.056919999999999991 0.10455500000000001 -0.13309499999999996 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 -9
right_child=1 2 3 4 5 6 -8 8 -10
leaf_value=-0.00045978271101691006 0.00056490811027506082 -0.00058294285453432289 0.00046092275803974589 -0.0005365039393049136 -0.00018445592123123638 -0.00056756533677477844 6.5541014957807875e-05 -0.00015210445078816601 0.00063665615313150074
leaf_weight=0.001023752428759306 0.0010539725196549868 0.0010121910758199024 0.0015186337729497868 0.0010429364586554569 0.0012174060936402963 0.0010574546072572586 0.0012045783365324247 0.0015858536193915872 0.0019415107354154579
leaf_count=364 274 253 248 567 88 161 35 166 965
internal_value=0 3.39384e-05 -1.89536e-05 4.0708e-05 -3.85681e-05 3.55478e-05 -0.000230423 0.000162347 0.00028204
internal_weight=0 0.0116345 0.0105806 0.00956837 0.00804974 0.0070068 0.00226203 0.00474477 0.00352736
internal_count=3121 2757 2483 2230 1982 1415 196 1219 1131
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=10
num_cat=0
split_feature=124 48 48 51 0 1 3 13 3
split_gain=6.59589e-05 6.69305e-05 0.000114211 0.000115845 0.000133083 0.000126616 0.00010503 9.37202e-05 8.538e-05
threshold=-0.072314999999999977 0.12230500000000001 0.093265000000000015 0.08955500000000001 -0.23001499999999997 0.12500000000000003 -0.083924999999999986 1.0000000180025095e-35 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.00047090279932369478 0.00067533018823139729 -0.0005176864853363443 0.00059480668954567807 -0.00068464767821971805 0.00048422391348521557 0.00043790726302462939 -0.00072510084056025043 -0.00023038205496316046 -9.3184361541073183e-05
leaf_weight=0.0010278735545065842 0.0010078995337616864 0.0010574317077137454 0.0011106957714360896 0.0010480893479054053 0.0012127355862764091 0.001456745280427065 0.0018358583195945567 0.0016873397420574304 0.0014886017305926202
leaf_count=238 67 103 215 271 587 149 1094 344 53
internal_value=0 -4.67981e-05 -8.97162e-07 -6.8847e-05 5.43092e-06 -8.24699e-05 -0.000204255 6.84475e-05 -0.000442146
internal_weight=0 0.0119054 0.010848 0.00973727 0.00868918 0.00768128 0.00622454 0.00290008 0.00332446
internal_count=3121 2883 2780 2565 2294 2227 2078 931 1147
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=10
num_cat=0
split_feature=124 40 48 2 47 4 16 13 15
split_gain=6.74279e-05 9.1147e-05 0.000123002 0.00016841 9.79023e-05 7.13011e-05 7.91021e-05 0.000113022 6.85679e-05
threshold=-0.072314999999999977 -0.050459999999999998 0.11951500000000001 0.116525 0.097480000000000011 -0.10429499999999998 -0.013324999999999998 -0.0065549999999999992 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9
right_child=1 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.00047072722950115879 -0.00060933492514108495 -0.00042630121197172898 -0.0006395050644157213 0.00080276301405905303 0.000443349139860069 0.00038863460669472192 0.00038904980326587573 -8.6128519085979522e-05 -0.00070871014921993327
leaf_weight=0.001070814540661053 0.0010007183648092595 0.0019687120333038832 0.0010208214836767227 0.0010893117694021305 0.0014959561487519922 0.001116858952102322 0.0015186775056027241 0.0016069663329015735 0.0011792044449219462
leaf_count=238 130 263 88 259 177 972 580 79 335
internal_value=0 -4.27929e-05 8.7643e-06 7.51023e-05 -1.4096e-05 -0.000106691 9.36447e-06 -0.000138372 -0.000349627
internal_weight=0 0.0119972 0.0109965 0.00997569 0.00888638 0.00739042 0.00542171 0.00390303 0.00278617
internal_count=3121 2883 2753 2665 2406 2229 1966 1386 414
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=11
num_cat=0
split_feature=484 4 11 150 3 0 15 3 1 48
split_gain=0.000150216 9.82616e-05 0.00010641 0.000107728 8.62852e-05 9.28537e-05 0.00012507 0.000110003 0.000132168 9.83247e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.077415000000000012 0.11456000000000001 -0.12018999999999998 -0.10607499999999999 -0.015744999999999999 -0.077774999999999983 0.095025000000000012 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 -7 -9 -6
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00072706999003150166 0.00058161128190898216 0.0006336342410828388 -0.00059627243471962088 -0.00047616837858068754 -0.0003742325106907629 -0.00069956074796965204 0.00087702626681533051 -0.00036617078614632124 0.00039660720652406997 0.00044731608877838
leaf_weight=0.0010155485671713036 0.0014215954774980969 0.0010417572371465679 0.0010309879680337969 0.0012494610694334359 0.0010869581792015983 0.0010008082856704068 0.0010208365243616212 0.0016503587307612482 0.0018550104959553487 0.0011554864523837804
leaf_count=515 88 216 162 111 106 1125 64 408 223 103
internal_value=0 5.70491e-05 4.68785e-06 6.40319e-05 0.000137468 5.62027e-05 0.000308093 -0.000126211 3.74846e-05 4.90949e-05
internal_weight=0 0.0125133 0.0114715 0.0104405 0.00919105 0.00776946 0.00326328 0.00450618 0.00350537 0.00224244
internal_count=3121 2606 2390 2228 2117 2029 273 1756 631 209
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=8
num_cat=0
split_feature=4 15 0 3 3 2 1
split_gain=2.90973e-05 4.00018e-05 3.81102e-05 0.000125517 0.000110137 8.20157e-05 7.7046e-05
threshold=0.27287000000000006 -0.43375999999999998 -0.061629999999999997 0.090900000000000009 0.076840000000000006 0.093175000000000022 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.036347670608299028 -0.0028543036465325565 0.023629962104537924 0.035894163210478551 0.011952094042412681 -0.019329840039776277 -0.00039543117272652006 -0.0048447089415230155
leaf_weight=0.0015709124950812033 0.0011776474350142429 0.0011058157832279647 0.0011994950251301485 0.0018812818394077502 0.0012484184927910799 0.0012952915284160688 0.0015348319730946677
leaf_count=1862 167 185 124 150 106 241 286
internal_value=0 0.00997127 -0.00270767 -0.00843179 0.0049185 0.0170526 -0.0207792
internal_weight=0 0.00228346 0.00873023 0.00498703 0.00374321 0.00249479 0.00310574
internal_count=3121 352 2769 2298 471 365 2148
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=11
num_cat=0
split_feature=52 376 147 151 4 15 15 52 13 151
split_gain=8.17957e-05 9.06387e-05 6.09987e-05 8.76191e-05 0.000120105 0.000110299 0.00012692 0.000129066 0.000135135 8.86933e-05
threshold=-0.26636999999999994 0.048375000000000008 0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 -0.074054999999999996 0.10160000000000001 -0.084034999999999985 -0.086654999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 -7 8 -8 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00053544971107795662 -1.7523556918394395e-05 0.00055702109208425666 0.00041262661752489621 -0.00060824024095961827 0.00058858679212517382 0.00065845701658598019 0.00054553604728702944 -0.00071811286832446433 -0.00025418269176633176 -0.00084067030159106328
leaf_weight=0.0010280726190918148 0.001005208453069114 0.0011796410804603393 0.0011492471368476096 0.0012212742250101924 0.0012410351137555472 0.001043444138642287 0.0014038820146541071 0.0010075780960335122 0.001928067492144501 0.0010078521058212277
leaf_count=354 185 163 112 193 196 312 272 348 817 169
internal_value=0 4.04795e-05 -1.48763e-05 -6.47129e-05 2.89249e-05 -7.62438e-05 4.44541e-05 -0.000103184 8.27704e-05 -0.000429637
internal_weight=0 0.0121872 0.0110076 0.00985834 0.00784528 0.00660425 0.00538297 0.00433953 0.00333195 0.00201306
internal_count=3121 2767 2604 2492 2138 1942 1749 1437 1089 354
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=12
num_cat=0
split_feature=484 43 43 1 15 15 51 4 47 16 52
split_gain=0.000196222 0.000130901 0.000108618 0.000136193 0.000123129 0.000195627 0.00011671 0.000119207 9.31761e-05 8.51025e-05 6.77591e-05
threshold=-1.0000000180025095e-35 0.16180500000000003 0.0010100000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.016799999999999995 0.091630000000000003 0.24564500000000003 0.077555000000000013 -0.51370499999999997 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 8 -5 -9 -2
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0008128862225807703 -0.00074171211718219716 -0.00060997113823181505 0.0006311262272927922 9.3411353216267924e-05 -0.00042590733904564329 0.0010339522162260471 0.00070164929838334238 -3.2622950813894774e-05 -0.00070565273615132184 0.0006829961362753294 -3.1285812462945407e-05
leaf_weight=0.0010594301342989063 0.0010612554527703621 0.0010148857733301543 0.001426475680749017 0.0010466834923712207 0.001155690538329715 0.0010764211507085326 0.0011019393968828006 0.001456098413970713 0.001209224246925952 0.0011384275714092749 0.0010049438178295574
leaf_count=515 703 201 325 136 298 189 100 106 126 154 268
internal_value=0 6.54815e-05 0.000124186 5.36412e-05 0.0001672 0.00026472 0.000125613 -5.25332e-06 -0.000334907 0.000281377 -0.00039618
internal_weight=0 0.012692 0.0116772 0.0102507 0.00818448 0.00702879 0.00595237 0.00485043 0.00225591 0.00259453 0.0020662
internal_count=3121 2606 2405 2080 1109 811 622 522 262 260 971
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=11
num_cat=0
split_feature=48 0 2 150 4 159 52 16 16 13
split_gain=0.000122949 0.00013979 0.000102041 0.000142 9.70959e-05 0.000101787 9.88168e-05 7.41055e-05 0.000160119 7.02901e-05
threshold=0.12879500000000002 -0.23091999999999999 0.11293500000000002 0.088380000000000014 -0.49013999999999996 0.082585000000000006 -0.023194999999999997 -0.0083599999999999976 -0.15241499999999997 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -8 -4
right_child=-2 2 9 -5 5 -7 7 -9 -10 -11
leaf_value=0.00073423202968248957 -0.00066376784510824673 -0.0005519120502177785 0.00075114842422882209 -0.00068694940951994656 0.00061573102772800002 -0.00041700365067613232 0.00023019592887764921 0.00047609200873926301 -0.00072886619840921809 2.6461662554757602e-05
leaf_weight=0.0010526528657779392 0.0010006216100410343 0.0010590714499068999 0.0010085589141863791 0.0013575368716772689 0.0015794494722694086 0.0012559506432097134 0.0017824724784284839 0.0010654157624402304 0.001071675287394436 0.0010506218303541768
leaf_count=79 90 154 131 190 374 322 156 189 1135 301
internal_value=0 5.09975e-05 -1.30418e-05 -0.000101602 9.10789e-08 8.66364e-05 0.000201666 3.48115e-05 -0.000129913 0.000381403
internal_weight=0 0.0122834 0.0112308 0.00917157 0.00781404 0.00675496 0.00549901 0.00391956 0.00285415 0.00205918
internal_count=3121 3031 2952 2520 2330 2176 1854 1480 1291 432
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=9
num_cat=0
split_feature=4 484 160 42 43 16 51 2
split_gain=2.47185e-05 4.55436e-05 8.37268e-05 6.33036e-05 0.000101695 5.04282e-05 7.30173e-05 0.000105883
threshold=-0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.084745000000000015 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.01485925757007444 -0.023423985822217476 0.020897074015192522 -0.019346899913218887 0.030054672213208962 0.013302119147626979 -0.016722276802747522 0.02744782408539212 -0.027724128408589538
leaf_weight=0.0010264161372173205 0.0013936646026958223 0.0010737029532917773 0.0010664389032870591 0.0014728471836229062 0.0015799717992711754 0.0013066844298097427 0.00112174663362654 0.0010452444583412283
leaf_count=156 629 324 703 447 371 235 124 132
internal_value=0 0.00143166 -0.000894029 0.00324129 0.00693223 0.000193375 0.0060924 -0.00303271
internal_weight=0 0.0100603 0.0089866 0.00759293 0.00652649 0.00505365 0.00374696 0.00262522
internal_count=3121 2965 2641 2012 1309 862 627 503
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=12
num_cat=0
split_feature=14 124 48 0 4 1 156 4 16 15 43
split_gain=0.00026052 0.000146127 9.83883e-05 0.000138781 0.000236279 9.58086e-05 8.89722e-05 9.44313e-05 0.000120928 0.00021681 8.86238e-05
threshold=0.018475000000000002 -0.043384999999999993 0.12230500000000001 -0.17169499999999996 0.018150000000000003 0.12958500000000003 0.013700000000000002 -0.076779999999999987 -0.056919999999999991 -0.093959999999999988 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 10 9 -9 -5
right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00076097206148241308 -0.00096965782349567981 -0.00015240868126271717 -0.00056016978122014197 0.0005196873992382281 0.0011660140290130068 0.00046251170861823292 0.000399198018670185 0.00035985083114759383 -0.00092040462881700085 -0.00082814024851176867 -0.00022936065685225356
leaf_weight=0.0010744507617546388 0.0010014460564882902 0.0010324034456150608 0.0010741635301813454 0.0010032986968952651 0.0010583475350204319 0.0012042171193265084 0.0010280291332466791 0.0013295487840129416 0.0012500469250435802 0.0010627149654364098 0.0015385352441769922
leaf_count=250 119 55 90 299 77 136 360 189 613 388 545
internal_value=0 6.92413e-05 5.06627e-06 6.28513e-05 0.000514983 -4.94645e-05 -0.000134949 -0.000223744 -0.000426154 -0.00016789 6.62995e-05
internal_weight=0 0.0126558 0.0115813 0.0105071 0.00209075 0.00841639 0.00721217 0.00618414 0.00364231 0.00239226 0.00254183
internal_count=3121 3002 2752 2662 132 2530 2394 2034 1190 577 844
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=9
num_cat=0
split_feature=1 16 160 52 16 51 49 12
split_gain=2.78475e-05 4.58224e-05 7.46305e-05 7.9768e-05 7.08744e-05 4.62996e-05 4.33016e-05 5.34957e-05
threshold=0.13686500000000004 -0.008904999999999998 -0.074254999999999988 0.091275000000000009 -0.071854999999999988 0.081440000000000026 -0.031119999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.0086610814674820524 0.015532601177614508 0.027555099840402764 -0.017626960383832237 0.016342627189341635 -0.029043836868551828 0.014475189206089221 -0.00029196566206102166 -0.029769968080475315
leaf_weight=0.0011181343675607733 0.0010361685523526424 0.0011946701341548505 0.0015331995092690487 0.001258843977914037 0.0011899310436004383 0.0012839403376355956 0.0012281182164044502 0.0012344352041882955
leaf_count=123 169 267 691 80 534 283 213 761
internal_value=0 -0.00168623 0.00663866 -0.00231115 -0.00716787 -0.00181682 -0.0076587 -0.0150688
internal_weight=0 0.0100413 0.00398671 0.00279204 0.00605456 0.00486463 0.00358069 0.00246255
internal_count=3121 2952 1038 771 1914 1380 1097 974
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=9
num_cat=0
split_feature=4 42 49 160 52 2 12 15
split_gain=2.52004e-05 3.46005e-05 6.5217e-05 9.40891e-05 5.75936e-05 7.99574e-05 5.3674e-05 3.45547e-05
threshold=0.27287000000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 -0.087769999999999987 0.10097500000000002 0.089085000000000011 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -2
right_child=7 -3 4 -5 5 -7 -8 -9
leaf_value=-0.034801983783643589 -0.0026823072531460415 -0.01924102092267441 -0.014664247047116833 0.0054067972396417427 0.010673216425150695 -0.0080161196918215865 0.039474321267905621 0.021893979039848785
leaf_weight=0.0011306903629342514 0.0011764973853407193 0.0010835614618396267 0.0010806965874033698 0.0011991870015446255 0.0018076915179912362 0.0014356742998893174 0.0010078056258057742 0.0011136440787392443
leaf_count=338 167 526 404 175 724 192 410 185
internal_value=0 -0.00251508 -0.000149616 -0.0141065 0.00594917 0.0111893 0.0209826 0.00926859
internal_weight=0 0.00874531 0.00766175 0.00232988 0.00533187 0.00425117 0.0028155 0.00229014
internal_count=3121 2769 2243 513 1730 1326 1134 352
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=9
num_cat=0
split_feature=1 51 12 2 43 150 1 3
split_gain=2.45293e-05 4.2655e-05 5.44958e-05 7.15693e-05 9.50518e-05 7.29023e-05 7.53015e-05 5.72457e-05
threshold=0.13686500000000004 -0.090529999999999985 0.098810000000000023 0.089885000000000007 1.0000000180025095e-35 0.083555000000000004 0.10587000000000001 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.017933900822062945 0.01462249482357434 -0.029740633174880283 -0.019830669491887203 -0.026586455745031226 0.034357586608545473 0.021701067843438154 0.007184900343725144 0.0005636274011354684
leaf_weight=0.0010067861469893599 0.0010308423182243962 0.0011752496966120547 0.0017103950138351821 0.0012754587365461948 0.0010154185021538234 0.0010827794780779417 0.0013688273833189248 0.0013274250538480663
leaf_count=383 169 1067 358 406 154 159 140 285
internal_value=0 -0.0015817 -0.00377565 1.45289e-05 0.00723455 -0.000154966 -0.00910455 -0.0136672
internal_weight=0 0.00996234 0.00895555 0.00724516 0.00474248 0.00372707 0.00264429 0.00250267
internal_count=3121 2952 2569 2211 859 705 546 1352
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=8
num_cat=0
split_feature=15 15 13 16 48 42 16
split_gain=2.2337e-05 3.15337e-05 5.89445e-05 7.58598e-05 6.77578e-05 8.61185e-05 0.000136584
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 0.085875000000000021 0.075730000000000006 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.011669282638014084 -0.017637918227103398 -0.0011625390062131897 0.017056947423647256 -0.026852445546798866 -0.01648504785983369 -0.014383805241227111 0.043819140315504143
leaf_weight=0.0014146277338346709 0.0011102441768624334 0.0016123915512493978 0.0016789997430096456 0.0011851340757524443 0.0015824544304111543 0.0012012598202135903 0.0011611635938487436
leaf_count=253 256 589 166 384 274 1015 184
internal_value=0 -0.00179679 0.000291645 -0.00388327 0.0010151 0.00798227 0.0176693
internal_weight=0 0.00953165 0.0084214 0.0067424 0.00555727 0.00397481 0.00277356
internal_count=3121 2868 2612 2446 2062 1788 773
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=8
num_cat=0
split_feature=3 1 0 0 4 52 16
split_gain=2.3403e-05 5.00089e-05 5.92267e-05 9.07269e-05 6.85427e-05 4.40818e-05 0.000104285
threshold=0.16158000000000003 0.13265500000000002 -0.060129999999999996 -0.10607499999999999 -0.35136499999999998 -0.0064899999999999992 -0.29154999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.0094172362114522089 0.013822610701418903 -0.020531699622608056 -0.0048579803506463353 -0.02587191745873877 0.025217322735492587 -0.0069642621119332202 0.036093445532704341
leaf_weight=0.0016902537004386785 0.0010942937387832573 0.0012210328270901285 0.0013372348605487361 0.0015237257465111811 0.0017487447548080763 0.0012850949866147004 0.0010003701952498556
leaf_count=173 156 131 213 1917 244 183 104
internal_value=0 -0.00159585 0.00109724 -0.00512455 0.0121849 0.00282705 0.0118825
internal_weight=0 0.00980646 0.00858542 0.00549944 0.00308598 0.00397572 0.00228547
internal_count=3121 2965 2834 2377 457 460 287
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=11
num_cat=0
split_feature=484 43 42 40 15 15 16 49 15 16
split_gain=0.000146912 0.000115619 9.98381e-05 0.000171042 0.000115039 9.83011e-05 0.000110456 9.54552e-05 0.000101367 0.000214673
threshold=-1.0000000180025095e-35 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 -0.24436499999999997 -0.095869999999999983 0.16703000000000004 -0.069799999999999987 -0.03241999999999999 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9 -10
right_child=1 -3 3 4 5 6 -8 8 9 -11
leaf_value=-0.00071416430230196719 -0.00046701139670212854 -0.00057952141246165321 0.00087050251152154213 0.00061552142845806336 -0.00043860823952350324 -0.0002236171080956351 -0.00038987419104472942 0.00090680131198385102 -0.00044783266781416281 0.00067642322900637528
leaf_weight=0.0010445454642774446 0.0010591935106966177 0.0010271645717963131 0.0011725578257094508 0.0013079280167264543 0.0016475286028848346 0.0012987599066858679 0.0013941402616606683 0.001059257119110083 0.0011517944246659975 0.0015078275442159893
leaf_count=515 175 201 259 138 207 131 311 175 782 227
internal_value=0 5.09992e-05 0.000106836 0.000164504 7.613e-05 -1.14067e-05 9.83643e-05 0.00023402 0.000393843 0.000189545
internal_weight=0 0.0126262 0.011599 0.0105398 0.00936724 0.00805931 0.00641178 0.00501764 0.00371888 0.00265962
internal_count=3121 2606 2405 2230 1971 1833 1626 1315 1184 1009
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=8
num_cat=0
split_feature=1 3 12 15 3 3 2
split_gain=2.53521e-05 4.59296e-05 9.00139e-05 7.25665e-05 4.5102e-05 8.04668e-05 1.44673e-05
threshold=0.094825000000000007 0.11296500000000002 0.091200000000000017 -0.052074999999999989 -0.12018999999999998 0.0051600000000000005 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0093652912916609155 0.043419566551875843 -0.0083002337653736557 -0.0047514973681127498 0.0058099137973709244 -0.031256851686358438 0.0087016847000749888 -0.0076988644706372372
leaf_weight=0.0014594249342475348 0.0010523218376231316 0.0019473860003914358 0.0019923317135271072 0.0010010524924616484 0.0012992514439874024 0.00104436287180424 0.0011090196391989326
leaf_count=174 263 228 314 120 1862 104 56
internal_value=0 0.00431782 0.0103915 0.0250843 -0.00537311 -0.011603 0.000255191
internal_weight=0 0.00599309 0.00404571 0.00205337 0.00491206 0.00345263 0.00215338
internal_count=3121 925 697 383 2196 2022 160
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=10
num_cat=0
split_feature=1 43 3 2 150 3 13 4 16
split_gain=2.53723e-05 4.18208e-05 0.000123279 6.18813e-05 5.67408e-05 6.06095e-05 5.65625e-05 5.42281e-05 4.98672e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 0.089885000000000007 0.081835000000000019 0.013900000000000001 -0.39067499999999994 -0.070499999999999993 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 5 -5 -7 -1 -3
right_child=-2 3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0096185636561592416 0.014910228370040277 -0.035262816919098113 0.034584108610538157 0.013440933531614558 0.020285399422453172 0.00092608390269477414 -0.030729066705897558 -0.021730583137644595 -0.0043323749411611698
leaf_weight=0.0010950804206964655 0.001027753467402249 0.0010881653430196013 0.0011176633779199033 0.0010820811521943087 0.0010865663273480208 0.0010984947076951856 0.001161117136311951 0.0011122066098850575 0.0010004970552780416
leaf_count=289 169 574 378 467 105 48 128 712 251
internal_value=0 -0.00160192 0.0075242 -0.00625808 0.000434226 -0.00602047 -0.0153401 -0.00617763 -0.0204467
internal_weight=0 0.00984187 0.00332495 0.00651692 0.00442826 0.00334169 0.00225961 0.00220729 0.00208866
internal_count=3121 2952 1379 1573 748 643 176 1001 825
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=9
num_cat=0
split_feature=48 2 52 3 150 159 13 47
split_gain=7.56631e-05 0.000120084 0.000105573 8.58929e-05 7.15577e-05 8.70417e-05 0.000137742 0.000159
threshold=0.12474000000000002 0.11510000000000002 0.11434500000000002 0.13524500000000003 0.087170000000000011 0.082585000000000006 0.0076650000000000008 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00075350946891860476 -0.00051129747493723415 0.000532672040265017 -0.00063705140623230075 0.00055180588023304221 -0.00040556783560608808 -0.00043332059472402177 -0.00025469780418927818 -0.00012756254858125625
leaf_weight=0.0019832888627746123 0.0010496265877822418 0.001626754501662467 0.0010274209122171371 0.0010559390693358284 0.0016609081573796623 0.0011657776753139252 0.0019436768521700143 0.0013060354950501763
leaf_count=1193 102 383 394 57 210 313 280 189
internal_value=0 3.81221e-05 -4.11945e-05 2.59645e-05 -4.29286e-05 5.12004e-05 0.000159139 0.000403677
internal_weight=0 0.0117698 0.010143 0.00911563 0.00805969 0.00639878 0.005233 0.00328932
internal_count=3121 3019 2636 2242 2185 1975 1662 1382
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=10
num_cat=0
split_feature=484 15 15 160 0 2 47 16 2
split_gain=0.00018233 9.82328e-05 8.0534e-05 5.22425e-05 6.91641e-05 0.000111971 0.000113446 7.54582e-05 7.42241e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.086870000000000017 -0.10607499999999999 0.11093500000000002 0.085270000000000026 0.023255000000000001 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 7 -6 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00080473054209358912 0.00055486807550531806 -0.00051206852187250307 0.00067662323675447725 -0.00031312667914947987 -0.00069290199129178433 0.00054341650816754528 0.00030086770358582542 -7.3659366351342811e-05 2.9673100816207815e-07
leaf_weight=0.0010017468225275864 0.001396494434979645 0.001056492290910563 0.0014440337990428336 0.00125982133470559 0.0014073834952564185 0.0011438327288647437 0.0014862998641417737 0.0016360432477094779 0.0010984153078001536
leaf_count=515 232 185 97 188 1161 213 133 250 147
internal_value=0 6.62137e-05 1.42239e-06 5.86732e-05 0.000115684 -4.74685e-06 -0.000143167 -0.000360018 0.00038443
internal_weight=0 0.0119288 0.0105323 0.00947583 0.00821601 0.00567356 0.00452973 0.00304343 0.00254245
internal_count=3121 2606 2374 2189 2001 1757 1544 1411 244
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=9
num_cat=0
split_feature=4 151 0 13 47 43 15 12
split_gain=3.08417e-05 3.60876e-05 6.18165e-05 4.73318e-05 6.98989e-05 5.85578e-05 3.08201e-05 2.95552e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.15350499999999997 -0.083364999999999981 0.092165000000000011 -0.086304999999999979 -0.43375999999999998 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -2 -4
right_child=6 2 3 4 -6 -7 -8 -9
leaf_value=0.01198529760162035 -0.00096341412410594742 -0.026092107214794127 0.021013322269327686 -0.0051821105119550384 0.0086325121153572101 -0.037255604366249771 0.022428403616403574 -0.0022726707110901846
leaf_weight=0.0013916797683939421 0.0011625177205340604 0.0012231123157070475 0.0011823160783831035 0.00131777683367989 0.0015055036720681113 0.0010021178985380294 0.0010926676049713355 0.0010112597773668064
leaf_count=451 167 118 524 357 168 1071 185 80
internal_value=0 -0.00276297 -0.00559708 -0.0014323 -0.00814741 -0.0190368 0.0103702 0.0102783
internal_weight=0 0.00863377 0.00724209 0.00601897 0.0038254 0.00231989 0.00225519 0.00219358
internal_count=3121 2769 2318 2200 1596 1428 352 604
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=8
num_cat=0
split_feature=4 2 13 13 3 2 0
split_gain=2.51649e-05 5.21691e-05 5.79516e-05 5.47089e-05 5.68783e-05 4.1103e-05 9.44659e-07
threshold=0.181285 0.10855000000000002 -0.084319999999999992 -0.0039049999999999992 -0.012304999999999998 0.10882500000000002 -0.14832499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 -6
right_child=5 -3 3 4 6 -7 -8
leaf_value=-0.02613311337579672 0.017335603876953223 0.011262158905033477 0.017537428686886361 -0.02590794323328521 -0.00064913065130332989 -0.0047717041016367241 0.003687277702962503
leaf_weight=0.0013508504349664975 0.0018189964647064862 0.0018543401554057095 0.0010432356433723827 0.001213169565608335 0.0010076637693073598 0.0015642354723345762 0.0010017916865954508
leaf_count=617 216 395 992 468 86 247 100
internal_value=0 -0.00328111 -0.00808252 -0.00236653 -0.00880988 0.0071143 0.00151274
internal_weight=0 0.00747105 0.00561671 0.00426586 0.00322263 0.00338323 0.00200946
internal_count=3121 2658 2263 1646 654 463 186
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=8
num_cat=0
split_feature=42 475 43 4 0 4 4
split_gain=2.3429e-05 4.20307e-05 6.8084e-05 6.34644e-05 5.77171e-05 5.54684e-05 5.33835e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.076579999999999995 -0.0016099999999999997 -0.27825499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.011093346004911537 -0.017025387256537586 0.0031827956422611514 -0.012907898135621022 0.013670273347940616 0.036744084880156874 -0.021269753305507191 0.017429705263384884
leaf_weight=0.0016286277518352569 0.0010388340651497239 0.0010164734675311641 0.0011687092921775343 0.0019962534125821827 0.0010333504477448255 0.0017930805474021538 0.0011515081150577757
leaf_count=862 448 459 112 214 203 244 579
internal_value=0 0.00191929 0.00433128 -0.000959839 0.0201016 -0.00806008 0.00214845
internal_weight=0 0.00919821 0.00815938 0.00610955 0.00204982 0.0041133 0.00232022
internal_count=3121 2259 1811 1149 662 935 691
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=9
num_cat=0
split_feature=3 48 39 12 3 1 48 1
split_gain=2.27146e-05 6.14188e-05 7.46149e-05 6.82973e-05 5.96712e-05 3.85641e-05 3.6917e-05 3.85417e-05
threshold=0.13524500000000003 -0.032929999999999994 0.0046100000000000004 0.092355000000000007 0.097915000000000016 0.11588000000000001 0.083685000000000009 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.021040978073082941 0.010399496917693457 -0.017287527031379521 0.017374151482569006 -0.038482291921810914 -0.023055311327765064 -0.010812613360763277 0.017483987851122131 0.0081038385667221661
leaf_weight=0.0010217320587750109 0.0017488798538396301 0.0011179789068158771 0.001257754694312929 0.0010023363534548586 0.0010971906129616238 0.0010125274994510769 0.0012490709593622274 0.0012848247293967283
leaf_count=159 192 890 311 763 87 89 216 414
internal_value=0 -0.00205033 -0.0049915 -0.0091504 -0.00260523 -0.0245775 0.00353891 -0.00371028
internal_weight=0 0.00904342 0.00802168 0.00676393 0.00474907 0.00201486 0.00365187 0.0024028
internal_count=3121 2929 2770 2459 1607 852 1520 1304
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=8
num_cat=0
split_feature=15 15 13 16 42 13 1
split_gain=2.54057e-05 3.33845e-05 4.58693e-05 6.8603e-05 5.72548e-05 0.000124406 8.09684e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 0.075730000000000006 -0.004174999999999999 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.012578248971776769 -0.018361901101029036 0.03542530669272187 0.015142529932572186 -0.025657282447240404 -0.01639927708316043 -0.019256849113034616 0.013879489973073023
leaf_weight=0.0013910073340695902 0.0010893185515780538 0.0011272508327096822 0.0016565752551403173 0.0011506592209065622 0.0013805589846705912 0.0015620663377065129 0.0013967871823621263
leaf_count=253 256 488 166 384 1113 347 114
internal_value=0 -0.00190541 0.000261208 -0.00346417 0.00120718 0.00715582 -0.00361416
internal_weight=0 0.00936322 0.0082739 0.00661732 0.00546666 0.0040861 0.00295885
internal_count=3121 2868 2612 2446 2062 949 461
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=9
num_cat=0
split_feature=150 150 15 16 52 2 15 3
split_gain=2.39497e-05 5.54079e-05 4.91977e-05 9.19849e-05 9.12081e-05 0.000154005 0.000133006 6.90452e-05
threshold=0.11456000000000001 0.081835000000000019 -0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.10097500000000002 -0.016799999999999995 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.018529346148344387 -0.013842624818810316 0.02077766342388979 -0.03241863914148771 -0.01840673569713255 0.024452118911552346 -0.037103801434524707 0.0011937936077645564 0.036540499956702478
leaf_weight=0.0010756491586185789 0.0011233546928506527 0.0013008450045767497 0.0010077444153168379 0.0015526153871053476 0.0012369648013685845 0.0011994353949908365 0.0010520293764622623 0.0011641722277476313
leaf_count=230 124 296 162 493 414 364 749 289
internal_value=0 0.00159023 -0.00142112 -0.00439627 0.000154637 -0.0058948 0.00403754 0.0197614
internal_weight=0 0.00958946 0.00828861 0.00721296 0.00620522 0.00496825 0.00376882 0.0022162
internal_count=3121 2997 2701 2471 2309 1895 1531 1038
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=10
num_cat=0
split_feature=47 47 42 43 16 16 15 1 1
split_gain=6.33903e-05 0.000129853 8.83653e-05 9.3753e-05 0.000209154 0.000150078 0.000167794 0.000108933 0.000173629
threshold=0.13148500000000005 0.10678000000000001 -1.0000000180025095e-35 -0.084004999999999982 0.22339500000000004 -0.008904999999999998 -0.03241999999999999 0.11212500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00051171988046164781 -0.0004614330302444335 0.00070655837374097722 0.00043657867729323058 -0.00019019514800151612 -0.00088837290837620445 0.00056459854057475925 -0.00061427605655460212 -0.00038211248371053738 0.00086425052995435839
leaf_weight=0.0012688345533672261 0.0010680974913216739 0.0010192097102454866 0.0018430248866658843 0.0011226726609038307 0.0010087802550004903 0.0017440026146372809 0.0016583328821255382 0.0010530393634392145 0.0012905699418256505
leaf_count=825 65 141 421 248 268 336 556 160 101
internal_value=0 3.70365e-05 -2.50589e-05 3.84663e-05 -5.46775e-05 6.77657e-05 -0.000101316 0.000144094 0.000373708
internal_weight=0 0.0120085 0.0109893 0.00972042 0.0078774 0.00686862 0.00512461 0.00346628 0.00241324
internal_count=3121 3056 2915 2090 1669 1401 1065 509 349
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=8
num_cat=0
split_feature=42 43 0 49 0 48 16
split_gain=2.74621e-05 4.21431e-05 7.09242e-05 5.20451e-05 6.04394e-05 8.00579e-05 0.000104931
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 0.090000000000000011 0.0059850000000000016 0.086035000000000014 -0.092804999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.012082106704352155 -0.0029438567294349685 0.032471050093948843 0.031292833212372327 0.018689571241663171 -0.022651439296863352 -0.022078740037088908 -0.0060288974653895889
leaf_weight=0.0016062037288809066 0.0012684244954266647 0.0011722836017905389 0.0011570018646960382 0.0010274000548833604 0.0015425415222146202 0.0011288557295712157 0.0017871452294944933
leaf_count=862 847 202 194 151 179 134 552
internal_value=0 0.00210265 0.0133881 -0.00200835 -0.00578489 0.000578984 0.00922163
internal_weight=0 0.00908365 0.00242543 0.00665823 0.00563083 0.00408828 0.00295943
internal_count=3121 2259 1041 1218 1067 888 754
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=10
num_cat=0
split_feature=47 47 1 2 2 15 3 4 43
split_gain=5.38583e-05 9.21243e-05 5.88283e-05 8.04719e-05 9.33098e-05 7.27962e-05 6.87343e-05 0.000169591 6.03337e-05
threshold=0.13148500000000005 0.10254000000000001 0.094825000000000007 -1.0000000180025095e-35 0.11510000000000002 -0.074054999999999996 0.090900000000000009 -0.076779999999999987 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 8 -1
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00029741161137560469 -0.00043962003760255258 0.00052977356256751523 0.00055767663023346557 6.092173661976169e-05 0.00037429554159937876 -0.00064855452488364683 0.00015831503125040829 -0.00080327646929155702 0.00035786848317682153
leaf_weight=0.0010544209656473125 0.0010311580305582676 0.0012543259742320454 0.0012276056993624673 0.0011857686873670216 0.0013974590124542093 0.0010469531569512742 0.0016660479798157463 0.0016031741758280793 0.0011077490848587441
leaf_count=191 65 187 149 132 248 223 87 1179 660
internal_value=0 2.8086e-05 -3.30734e-05 0.000123699 -2.30579e-05 -0.000271761 -0.000173289 -0.000320013 3.83094e-05
internal_weight=0 0.0115435 0.0102892 0.00485779 0.00363018 0.00223272 0.00543139 0.00376534 0.00216217
internal_count=3121 3056 2869 752 603 355 2117 2030 851
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=11
num_cat=0
split_feature=48 48 474 51 1 52 4 1 1 12
split_gain=6.3816e-05 0.000107917 0.000105593 8.13465e-05 7.36089e-05 0.000109572 0.000137638 0.000102126 9.15717e-05 6.05482e-05
threshold=0.12474000000000002 0.097025000000000014 0.084660000000000027 0.08955500000000001 0.11230000000000001 -0.077024999999999996 -0.080924999999999983 0.13436000000000001 0.094385000000000011 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -6 -8 -7
right_child=-2 -3 -4 -5 7 6 8 -9 -10 -11
leaf_value=0.00041604758732575797 -0.00046710672852348558 0.00063613456777255435 0.00057000217558057721 -0.00054471359833950397 0.00063903484070186784 0.00045790927129317249 -0.00096220949449214363 -0.00018955769078746759 -0.00023634997812612736 -0.00020046775413854666
leaf_weight=0.0011504745677551028 0.0010417499175013429 0.0010595714055435862 0.0010518270928872786 0.0012794273332245197 0.0013271780485158285 0.0010278194440023387 0.0011752120668548764 0.0010049162242945402 0.0015489089421799329 0.001124728731112199
leaf_count=423 102 193 329 312 150 97 779 128 161 447
internal_value=0 3.92525e-05 -1.99065e-05 -8.42808e-05 -1.3809e-05 -0.000128262 -0.000256673 0.000281988 -0.000549493 0.0001139
internal_weight=0 0.0117501 0.0106905 0.00963867 0.00835924 0.00602714 0.00487667 0.00233209 0.00272412 0.00215255
internal_count=3121 3019 2826 2497 2185 1907 1484 278 940 544
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 1 4
split_gain=2.53209e-05 4.54548e-05 3.71292e-05 8.45592e-05 7.88991e-05 5.62625e-05 5.18957e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 0.10124500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.021450213396457592 -0.014727859544095834 -0.013870335301037463 0.028423120550390524 -0.020399898847358402 -0.023071887253754871 0.0087281021013130896 0.0033664353394147134
leaf_weight=0.0010281893279867104 0.0010569509814821387 0.0017346888098953095 0.001899443368186434 0.0013072602587553767 0.0010838412337194387 0.0011432310512822317 0.0014634107586367392
leaf_count=218 597 577 937 168 202 152 270
internal_value=0 0.00157481 -0.000792659 0.00249646 0.00785101 -0.00674788 0.0175192
internal_weight=0 0.00966006 0.00863188 0.00689719 0.00558993 0.00222707 0.00336285
internal_count=3121 2524 2306 1729 1561 354 1207
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=8
num_cat=0
split_feature=3 1 1 15 42 15 52
split_gain=2.60601e-05 4.92687e-05 5.93196e-05 4.78766e-05 6.16041e-05 7.82375e-05 4.24528e-05
threshold=0.16158000000000003 0.13265500000000002 0.11588000000000001 0.013270000000000002 0.075730000000000006 -0.070929999999999979 -0.049749999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0082538874572183202 0.014728062146541024 -0.02060968132137167 0.021754329860971953 -0.019984986707840453 -0.015189372221600326 0.023005899547080832 -0.018167466668625353
leaf_weight=0.0012947170653004015 0.0010761337525280997 0.0012030077635355263 0.0011859480683810274 0.0012721727591653957 0.0016275020463622026 0.0018747115446541107 0.0011467657212886975
leaf_count=178 156 131 167 1154 767 329 239
internal_value=0 -0.00168219 0.00102793 -0.00237851 0.00138993 0.00764146 -0.00415624
internal_weight=0 0.00960482 0.00840182 0.00721587 0.0059437 0.00431619 0.00244148
internal_count=3121 2965 2834 2667 1513 746 417
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=10
num_cat=0
split_feature=52 52 51 50 52 43 43 16 4
split_gain=8.38423e-05 8.44458e-05 0.000108372 8.70153e-05 7.84543e-05 5.4954e-05 0.00011768 7.00563e-05 7.28817e-05
threshold=-0.24456499999999998 -0.090859999999999982 -0.076794999999999988 0.083090000000000011 -0.046924999999999988 -0.14968999999999996 -0.00045499999999999995 -0.008904999999999998 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-0.00054090742882262626 0.00056674767700852394 -0.00060842204325470002 0.00051012453809625954 -0.00048939601070410385 0.0003856794604225132 -0.00058319020922956188 -0.00036567293812413696 0.00053291372309948576 0.00021103382855727711
leaf_weight=0.00102310496423257 0.0010803239730738231 0.0010446664585656582 0.001609528539569278 0.0010075397449822191 0.0013567460683040038 0.0012576878283586217 0.0014993870692903873 0.0010713971793840935 0.0019230433471545388
leaf_count=364 274 253 235 487 137 814 325 55 177
internal_value=0 4.41295e-05 -8.29359e-06 5.61704e-05 0.000119223 3.0711e-05 -5.30238e-05 9.53539e-05 -4.16248e-05
internal_weight=0 0.0118503 0.01077 0.00972533 0.00871779 0.00710826 0.00575152 0.00449383 0.00342243
internal_count=3121 2757 2483 2230 1743 1508 1371 557 502
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=10
num_cat=0
split_feature=47 4 42 43 16 16 51 12 15
split_gain=4.5825e-05 7.79687e-05 0.000107926 9.95324e-05 6.23755e-05 0.000205892 0.00012936 6.0407e-05 9.0658e-05
threshold=0.13148500000000005 0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0094449999999999968 0.22339500000000004 0.081440000000000026 0.096210000000000004 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 8 -3
right_child=-2 7 3 4 5 -7 -8 -9 -10
leaf_value=-0.00066645478172346778 -0.00039699658067584963 0.00051215853483861152 0.00046054596401788741 -0.00065432359607125231 0.00067191147712700053 -0.00048170603589970702 0.00014653231883702357 0.00065880746949568004 -0.00031174116178497261
leaf_weight=0.0010087175812775089 0.0010247219165250209 0.0010143549251480258 0.0015367621321596909 0.0016872213761200622 0.0012771039229442908 0.0011133348598732279 0.0014349477370816772 0.0011344944949861491 0.0010398513908843189
leaf_count=784 65 214 386 654 311 292 218 71 126
internal_value=0 3.61279e-05 -6.65712e-05 1.92681e-05 -0.000103748 0.00013462 -0.000286251 0.000295656 9.50956e-05
internal_weight=0 0.0112468 0.00805809 0.00704937 0.00551261 0.00239044 0.00312217 0.0031887 0.00205421
internal_count=3121 3056 2645 1861 1475 603 872 411 340
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=7
num_cat=0
split_feature=4 2 2 13 0 2
split_gain=2.27082e-05 5.77007e-05 5.45381e-05 8.61231e-05 8.55033e-05 4.15545e-05
threshold=0.181285 0.10855000000000002 0.093175000000000022 -0.033284999999999988 -0.070154999999999981 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.023188001125041397 0.017227303624946351 0.012226734825973798 -0.023350103505967619 -0.0062186165593684523 0.030715618273344399 -0.0051165508674086797
leaf_weight=0.0012585059893286464 0.001784674042445309 0.0018368118203340436 0.0016666029362137234 0.0015548836101543237 0.0010501054423320438 0.001559811768391053
leaf_count=1033 216 395 477 638 115 247
internal_value=0 -0.00312939 -0.0082299 -0.00170748 0.00867006 0.00680651
internal_weight=0 0.00736691 0.0055301 0.0038635 0.00260499 0.00334449
internal_count=3121 2658 2263 1786 753 463
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=10
num_cat=0
split_feature=124 48 2 3 47 2 12 3 49
split_gain=5.51596e-05 6.21378e-05 0.00013982 8.58525e-05 7.78753e-05 0.000120033 0.000114701 9.04565e-05 7.56895e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.13524500000000003 0.085270000000000026 0.092755000000000018 0.084100000000000022 -0.074084999999999998 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -6 -2
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=0.00042025412382173342 -0.00014789872099622462 -0.00050854582418152869 0.00059085194493177094 0.00041825082149850253 0.00057045552702531682 -0.0006755438409855244 -0.00044394526912113397 -0.00021099230375742529 0.0006058977781781172
leaf_weight=0.001051708539714283 0.0010032234435669134 0.0010295041385163144 0.0013283606899687364 0.0011234735163762897 0.0010469085301591805 0.0019632772642028231 0.0017753901829539336 0.0012488907188629586 0.001046232540535911
leaf_count=259 104 97 313 61 189 599 1188 98 213
internal_value=0 -4.87671e-05 -3.83976e-06 -8.96366e-05 -0.000160221 -0.000281425 -7.91252e-05 0.000145356 0.000236909
internal_weight=0 0.0115653 0.0105358 0.0092074 0.00808392 0.00578812 0.00382485 0.0022958 0.00204946
internal_count=3121 2862 2765 2452 2391 2104 1505 287 317
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 1 15 12 43
split_gain=6.90185e-05 7.13368e-05 0.000140968 7.46505e-05 7.99453e-05 8.21906e-05 7.08686e-05 0.00010576 5.52499e-05
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.10571000000000001 0.053180000000000012 0.086560000000000012 -0.033689999999999991 0.092200000000000018 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -6 -2
right_child=1 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0.00047419965666047417 0.00031540181200882442 -0.00054657789294486174 0.0005872237886288069 -0.00057603719020570779 -0.00039690775142554364 -0.00054690166567596219 0.00064526495318942474 0.00045950678510534439 -0.00020896161390706206
leaf_weight=0.0010584574222517783 0.0012674908227078467 0.0010105758195354453 0.0013625883184746517 0.0010678244429457731 0.0011423940872839304 0.0016026664517988561 0.0010097859881019189 0.0010770676761673525 0.0019784178525515481
leaf_count=259 389 92 314 122 166 593 55 116 1015
internal_value=0 -4.89974e-05 -1.14514e-06 -8.88048e-05 -2.43966e-05 -0.000183589 0.000214624 1.86959e-05 -4.20359e-06
internal_weight=0 0.0115188 0.0105082 0.00914565 0.00807782 0.00484858 0.00322925 0.00221946 0.00324591
internal_count=3121 2862 2770 2456 2334 1997 337 282 1404
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=10
num_cat=0
split_feature=52 52 4 133 49 43 2 2 1
split_gain=7.24095e-05 0.000118442 0.00012309 9.19146e-05 0.000111897 0.000142038 0.000124154 0.000123698 0.000103157
threshold=0.25317500000000004 0.10744000000000002 -0.35136499999999998 -0.0061299999999999992 -0.006494999999999999 -0.13868499999999997 0.10672500000000001 0.082850000000000021 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 -7 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.00055559997641751275 -0.0004871777912273833 0.00064573351308801446 -0.00046470017332352992 0.00013509286367073192 -0.00028268945850104993 0.00035701752116773066 8.8888796078718002e-06 0.0012178479736534348 -0.00059117454912713816
leaf_weight=0.0013877474589818481 0.0010332738013454227 0.0011720574676349861 0.0010893144859884943 0.0019317140188338964 0.0011495713070527307 0.0014036455105512248 0.0013057094133865823 0.0011824050011854112 0.0012311169715123263
leaf_count=198 322 231 723 344 182 329 242 443 107
internal_value=0 5.40361e-05 -1.08912e-05 7.04474e-05 0.000141502 0.000322881 0.000501758 0.00075061 -0.000147603
internal_weight=0 0.0118533 0.0106812 0.00929348 0.00820416 0.00504133 0.00389176 0.00258605 0.00316283
internal_count=3121 2799 2568 2370 1647 1196 1014 772 451
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=9
num_cat=0
split_feature=52 52 4 15 12 1 150 15
split_gain=6.75033e-05 0.000121614 0.000106456 9.70641e-05 0.000111566 0.000224012 0.000122679 9.43473e-05
threshold=0.25317500000000004 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.10345000000000001 0.11181500000000001 0.081835000000000019 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5
right_child=-2 -3 3 7 -6 -7 -8 -9
leaf_value=-0.0005402212324040421 -0.00049399000267921897 0.0006499677428089129 -0.00030225463203945724 0.00063412613237841134 0.00042388362505431035 -0.00078466081617124502 0.0005133038660614334 -3.5218349656019179e-05
leaf_weight=0.001372702075864529 0.001010955310582636 0.0011149227849881422 0.0014394308172244229 0.0017109643911938171 0.0012139590727598838 0.0018009941279906426 0.0013976671748642967 0.0015369066471744709
leaf_count=198 322 231 560 273 151 275 203 908
internal_value=0 3.43215e-05 -3.12206e-05 4.55609e-05 -0.000105303 -0.000243811 9.95219e-05 0.000317389
internal_weight=0 0.0115875 0.0104726 0.00909992 0.00585205 0.00463809 0.0028371 0.00324787
internal_count=3121 2799 2568 2370 1189 1038 763 1181
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=10
num_cat=0
split_feature=484 1 150 15 43 43 2 3 2
split_gain=0.000221393 7.37545e-05 0.000101866 0.000107067 0.000105138 0.000144971 9.34709e-05 0.000134164 7.64981e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11456000000000001 -0.24436499999999997 -0.072864999999999985 -0.090299999999999991 0.089125000000000024 0.097915000000000016 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -6 -8 -5
right_child=1 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.00089350658737761244 0.00065929599318006614 0.00054048506045383362 -0.00056556590255233785 0.00036859435734367969 -0.0005499880560596032 0.00079245193009919385 0.00038542848519627611 -0.00035158832551184497 -0.00034781640092686737
leaf_weight=0.0010191010832796199 0.0010628593410588168 0.0011060766422870119 0.0010702884120007443 0.0010305805826061887 0.0017057534787124468 0.0012785970223677581 0.0018272451484408797 0.0019770657094042021 0.0012907445446165705
leaf_count=515 128 162 107 143 727 438 525 124 252
internal_value=0 5.73643e-05 9.83588e-06 7.03741e-05 1.66475e-06 0.00026227 -0.000168598 2.40756e-06 -2.97571e-05
internal_weight=0 0.0123492 0.0112431 0.0101728 0.00910999 0.00359992 0.00551006 0.00380431 0.00232133
internal_count=3121 2606 2444 2337 2209 833 1376 649 395
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 43 0 3 4
split_gain=8.01868e-05 0.000126062 9.93958e-05 6.97598e-05 0.000116593 8.51857e-05 9.02782e-05 6.83897e-05 6.65379e-05
threshold=0.12474000000000002 0.097025000000000014 0.08955500000000001 0.11237500000000002 0.10097500000000002 -1.0000000180025095e-35 -0.084044999999999995 0.088060000000000013 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.00061373903083941324 -0.0005172358666507671 0.00068624708472684443 -0.00054011768376823496 0.00042829491395489784 -0.00056659530089182093 -0.00023538906753263532 9.3196863991530128e-05 0.00071781184667389403 0.00040149826569660135
leaf_weight=0.0010891855692934619 0.0010624836229121441 0.0010719314406976944 0.001243802682749537 0.0015605874843983543 0.0012815275935143802 0.0011483211985744224 0.0019166888052051946 0.0010078418217108615 0.001399042614013437
leaf_count=660 102 193 312 355 256 355 718 90 80
internal_value=0 4.53198e-05 -1.92083e-05 4.96948e-05 -2.56422e-05 8.00181e-05 -0.000162963 0.000285455 0.000114397
internal_weight=0 0.0117189 0.010647 0.0094032 0.00784261 0.00656108 0.00300587 0.00355521 0.00254736
internal_count=3121 3019 2826 2514 2159 1903 1378 525 435
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=8
num_cat=0
split_feature=159 48 4 2 3 15 3
split_gain=2.76752e-05 3.89837e-05 6.15923e-05 7.82571e-05 0.000106198 8.23093e-05 7.49052e-05
threshold=-0.032739999999999991 0.093265000000000015 0.27834500000000006 0.10559 0.090900000000000009 -0.0063699999999999989 -0.088494999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.015836303936542697 -0.023876954237360942 0.014789537923883884 0.017902035847102614 -0.025625228494418992 0.025292745781266807 -0.01218264985237155 0.025126852335450631
leaf_weight=0.0010072913541159063 0.0017557074176001264 0.001818425902862685 0.0013695022208685594 0.0014848130312593482 0.0012894710255084152 0.0011502634637067981 0.0010111408795370398
leaf_count=421 661 315 275 334 81 361 673
internal_value=0 0.00156374 -0.00141981 -0.00537434 0.000400809 -0.00779335 0.00527136
internal_weight=0 0.00987932 0.0080609 0.0066914 0.00520658 0.00391711 0.0021614
internal_count=3121 2700 2385 2110 1776 1695 1034
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=8
num_cat=0
split_feature=42 43 0 49 0 12 52
split_gain=2.58291e-05 4.99354e-05 6.30248e-05 4.33305e-05 4.94215e-05 7.51673e-05 6.3215e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.062764999999999974 0.090000000000000011 -0.10151999999999999 0.097825000000000009 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.011596034997001676 -0.00098677925464533988 -0.011456197462222368 0.031031383396001939 0.016298296507376311 -0.035238143086003128 -1.6279762752197352e-05 0.016398656609717614
leaf_weight=0.0016418164960234549 0.0012965152601767782 0.0016649709704332216 0.0011691733463252056 0.0010431357776816896 0.0011489734590893245 0.001281916940203325 0.0015954657809787126
leaf_count=862 849 132 192 151 622 125 188
internal_value=0 0.00201994 0.0141955 -0.0024379 -0.00587197 -0.0166641 0.00217433
internal_weight=0 0.00920015 0.00246569 0.00673446 0.00569133 0.00243089 0.00326044
internal_count=3121 2259 1041 1218 1067 747 320
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=8
num_cat=0
split_feature=3 1 1 15 42 15 48
split_gain=2.43856e-05 4.99396e-05 4.57019e-05 4.18682e-05 5.2664e-05 6.70706e-05 4.45366e-05
threshold=0.16158000000000003 0.13265500000000002 0.11588000000000001 0.013270000000000002 0.075730000000000006 -0.070929999999999979 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0079686740253123514 0.014187221697142663 -0.020533701229404993 0.019128713518924756 -0.018295165512874155 -0.013646111006519144 0.021544456252301197 -0.019170920196058063
leaf_weight=0.0014353897115937596 0.0010841446867770064 0.0012212513387843795 0.0012055794394272203 0.0012820920154078099 0.001644230108220816 0.001889369721190616 0.0010447684818592289
leaf_count=246 156 131 167 1154 767 329 171
internal_value=0 -0.00162451 0.00109184 -0.00188861 0.00160916 0.00734963 -0.0034639
internal_weight=0 0.00972268 0.00850143 0.00729585 0.00601376 0.00436953 0.00248016
internal_count=3121 2965 2834 2667 1513 746 417
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=11
num_cat=0
split_feature=484 4 12 39 2 13 13 16 15 0
split_gain=0.000157525 8.37902e-05 5.71156e-05 9.40746e-05 7.63544e-05 0.000177404 8.07376e-05 8.7214e-05 5.5644e-05 1.81042e-05
threshold=-1.0000000180025095e-35 0.42051500000000003 0.098810000000000023 0.092870000000000022 0.096015000000000017 -0.08971999999999998 -0.033284999999999988 -0.008069999999999999 -0.0058549999999999991 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -7 -4
right_child=1 -3 9 -5 5 8 7 -9 -10 -11
leaf_value=-0.00074195629427324238 -0.00039786598803714674 0.00058011535482006414 -0.00010197703131791509 -0.00044563237099154478 0.00099152300358411414 0.00036147484641566328 -9.9557454944273777e-05 0.00062766033872703258 -0.00020288259174192406 -0.0004714636273146111
leaf_weight=0.0010278370089645628 0.0015066078516743284 0.0010745994264961195 0.0010027212240478166 0.0011755574978685396 0.001153311275177888 0.0013105792533831934 0.0017254739159865049 0.0010023701115041794 0.0013778706664125235 0.0010372639691931433
leaf_count=515 816 216 318 92 112 223 484 136 157 52
internal_value=0 5.69209e-05 7.13025e-06 7.26131e-05 0.000148048 0.000348208 -3.35495e-05 0.000167665 7.22332e-05 -0.000289849
internal_weight=0 0.0123664 0.0112918 0.00925177 0.00807621 0.00384176 0.00423445 0.00272784 0.00268845 0.00203999
internal_count=3121 2606 2390 2020 1928 492 1436 620 380 370
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=10
num_cat=0
split_feature=48 48 474 160 13 13 4 0 0
split_gain=6.20188e-05 0.000111683 8.56723e-05 0.000109242 9.46474e-05 9.49443e-05 6.30968e-05 5.73024e-05 0.000123013
threshold=0.12474000000000002 0.097025000000000014 0.084660000000000027 -1.0000000180025095e-35 -0.084034999999999985 -0.28558999999999996 0.27044500000000005 -0.019414999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.00051968253300187759 -0.00045688284510562576 0.000645147698007088 0.00050914088451258063 -8.7397761243063462e-05 -8.2063274448906123e-05 0.00069862937673941883 0.00029214282058708885 0.00011100394454274958 -0.00090201842906009072
leaf_weight=0.001774377882888316 0.0010624362863327881 0.0010592428005450323 0.0010520295186758682 0.0010743586527629575 0.0019582992044941331 0.0013127133705210202 0.0011229368077450763 0.0013298006503392095 0.0010977865585863164
leaf_count=659 102 193 329 74 159 362 141 139 963
internal_value=0 3.77567e-05 -2.22467e-05 -8.00563e-05 1.87371e-05 0.000344859 -0.000122577 -0.00022876 -0.000376602
internal_weight=0 0.0117815 0.0107223 0.00967027 0.0078959 0.00238707 0.00550882 0.00438589 0.00305609
internal_count=3121 3019 2826 2497 1838 436 1402 1261 1122
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=9
num_cat=0
split_feature=13 3 2 160 16 2 2 3
split_gain=2.28534e-05 6.13869e-05 8.23773e-05 5.94835e-05 7.01635e-05 5.21974e-05 5.71208e-05 4.30917e-05
threshold=-0.084034999999999985 0.11924500000000002 0.10613000000000002 -0.027994999999999996 -0.056919999999999991 0.11293500000000002 0.091265000000000013 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 6 -1 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.014991580722664453 0.014805351318693033 -0.025122156572495627 0.022115611252844537 -0.012367697407795563 -0.025805910838425941 0.024767793937986476 -0.018174577839103017 0.015241491059244827
leaf_weight=0.0010014356709682017 0.0011573133289440388 0.0010773530471914761 0.0014039807328575125 0.0011900237593549931 0.0017736650443256484 0.0010950783857542022 0.0010785561066178214 0.0010768647125798422
leaf_count=592 417 73 442 698 501 175 155 68
internal_value=0 -0.0029895 0.000622318 -0.00518317 -0.0109084 0.007097 -0.00220635 0.000747796
internal_weight=0 0.0076792 0.00660185 0.00519787 0.00404055 0.00317507 0.00207999 0.00226689
internal_count=3121 2199 2126 1684 1267 922 747 766
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=10
num_cat=0
split_feature=48 48 474 160 12 4 13 12 0
split_gain=6.08297e-05 0.000125241 7.98363e-05 8.27173e-05 9.25211e-05 9.95645e-05 0.0001736 0.000120863 9.68083e-05
threshold=0.12474000000000002 0.097025000000000014 0.084660000000000027 -1.0000000180025095e-35 -0.029094999999999999 0.076415000000000025 -0.084034999999999985 0.11201500000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7 -8
right_child=-2 -3 -4 4 5 7 8 -9 -10
leaf_value=-0.0004635292924041885 -0.00045072816253083613 0.00069046345872866008 0.0004935371728091556 -0.00049438501464878735 0.00045375431699673984 0.00074551054331650085 3.529854021476275e-06 -0.00012410980520485653 -0.00076004384934697943
leaf_weight=0.0017610467528936967 0.0010586373941208213 0.0010370971670496882 0.0010348932753479713 0.0011954569734781923 0.0014238071207828009 0.0015466446398613028 0.0012072568011694841 0.0010194897682628665 0.0013546956412881955
leaf_count=659 102 193 329 250 300 174 94 45 975
internal_value=0 4.03032e-05 -2.36502e-05 -7.99409e-05 7.25244e-06 9.87811e-05 -9.51658e-05 0.000400022 -0.000400229
internal_weight=0 0.0115804 0.0105433 0.0095084 0.00774735 0.00655189 0.00398576 0.00256613 0.00256195
internal_count=3121 3019 2826 2497 1838 1588 1369 219 1069
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=11
num_cat=0
split_feature=1 12 43 52 1 151 43 2 16 457
split_gain=5.65571e-05 9.19758e-05 8.12983e-05 0.000116624 0.000104967 8.3258e-05 0.000104007 0.000215106 0.000154983 7.2272e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.089325000000000015 0.097290000000000015 -0.0083949999999999979 -0.074359999999999996 0.089885000000000007 -0.071854999999999988 0.045365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 -7 -8 -9 -4
right_child=-2 -3 3 4 -6 6 7 8 -10 -11
leaf_value=0.00051759564392908012 0.00040302921710735944 -0.00059538563921875934 -0.00064081729814379276 -0.00091594540626937484 -2.103453045622857e-05 0.00070752481534614624 -0.00056836443172057403 0.00078556948870071982 -0.00019082614233877131 7.0746721303651156e-05
leaf_weight=0.0010825413074496719 0.0011832621630263078 0.0010675099745705791 0.001010548453444708 0.0010065121144620243 0.0010091330375850867 0.001194712135531583 0.001408364109752233 0.0015207553941219284 0.0010611381884253633 0.0012009872809482375
leaf_count=139 169 121 244 540 116 515 642 162 268 205
internal_value=0 -4.70515e-05 8.72454e-06 -4.98034e-05 -0.000467908 6.41356e-05 0.000199999 4.80425e-05 0.000384278 -0.000254398
internal_weight=0 0.0115622 0.0104947 0.00941215 0.00201565 0.00739651 0.00518497 0.00399026 0.00258189 0.00221154
internal_count=3121 2952 2831 2692 656 2036 1587 1072 430 449
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=9
num_cat=0
split_feature=1 52 52 52 0 15 16 3
split_gain=2.60419e-05 4.34811e-05 5.82856e-05 4.75823e-05 0.000105614 9.86523e-05 9.03682e-05 6.17387e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.049749999999999996 -0.15202999999999997 -0.11713499999999999 -0.070454999999999976 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-0.017375963946736076 0.015121250806491116 -0.01948846201776212 0.02184861730975626 -0.031768123965829148 0.021233825540468258 0.029945056022539124 -0.023119660125391513 -0.0046665191904226005
leaf_weight=0.0011117908720563179 0.0010260790275809671 0.0011963115226947636 0.001146805151006576 0.0013298176929900339 0.0019530104284335337 0.0010483360670297255 0.0010491758193200357 0.0010137044476632617
leaf_count=70 169 462 214 196 816 375 411 408
internal_value=0 -0.00161917 0.000851435 -0.00235669 0.00722769 -0.00897097 0.000773145 0.0129299
internal_weight=0 0.00984895 0.00865264 0.00750584 0.0030648 0.00444103 0.00311122 0.00206204
internal_count=3121 2952 2490 2276 886 1390 1194 783
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=8
num_cat=0
split_feature=42 160 16 43 15 0 12
split_gain=2.30006e-05 4.91145e-05 8.22134e-05 6.44364e-05 4.15459e-05 8.93518e-05 4.77482e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0064149999999999997 -0.074359999999999996 -0.03241999999999999 -0.18901999999999997 0.085885000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6
right_child=1 3 -4 4 6 -7 -8
leaf_value=-0.010946393380002606 -0.031578182751016724 0.022653493793061245 0.0078778916400022211 -0.011051349658422437 -0.022745311223078594 0.023653800724832155 0.0059643852226741846
leaf_weight=0.001639616407540438 0.0010360065074909127 0.0017344680235953239 0.0010771885181801056 0.0013345832598896656 0.0012601462785170187 0.0016703258629566856 0.0010721832688045246
leaf_count=862 537 482 291 88 195 260 406
internal_value=0 0.00191136 -0.0114657 0.00590874 0.000467115 0.00824005 -0.00954732
internal_weight=0 0.0091849 0.0021132 0.00707171 0.00533724 0.00300491 0.00233233
internal_count=3121 2259 828 1431 949 348 601
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=8
num_cat=0
split_feature=1 43 15 3 2 150 47
split_gain=2.4447e-05 6.58063e-05 5.21105e-05 6.63579e-05 9.55262e-05 0.000119547 0.00011353
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.10893000000000001 0.098035000000000011 0.087170000000000011 0.086380000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.020240988745167665 0.035872800431668607 0.0097979407549170158 -0.016725070129901837 -0.010390892723575554 0.038919969051603963 -0.023996832049954415 -0.0044543750795227382
leaf_weight=0.0017474591995656865 0.0013982437041814384 0.0012516552715101834 0.0011506176131898388 0.0017486744254508798 0.0010571346210029703 0.0010388220509842949 0.0013941577106261877
leaf_count=1424 252 212 433 208 310 92 190
internal_value=0 -0.00770449 0.00292124 0.00632719 0.0123076 0.00496457 0.0157387
internal_weight=0 0.00299911 0.00778765 0.00663703 0.00488836 0.00383122 0.0027924
internal_count=3121 1636 1485 1052 844 534 442
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=9
num_cat=0
split_feature=1 16 42 475 1 2 4 12
split_gain=2.49062e-05 3.47708e-05 4.80113e-05 6.08301e-05 7.68483e-05 0.000130643 0.000101531 2.78371e-05
threshold=0.13686500000000004 -0.5315899999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094825000000000007 0.11389000000000002 -0.0016099999999999997 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.018145908486432574 0.014866749935383453 -0.018553031409352605 -0.019034017123189622 -0.0012912230030286958 0.035787570061836943 -0.0087103709023912974 -0.029641156420476468 0.019613987841340864
leaf_weight=0.0011213276109679976 0.0010166325856517293 0.001138301068123293 0.0010325371601125405 0.0014557864109141267 0.0017932514831974044 0.0010438615958946046 0.0010015567092084916 0.0011324606425888489
leaf_count=125 169 834 435 568 310 128 281 271
internal_value=0 -0.00158359 0.000576482 0.00349562 0.00711519 0.0194154 -0.00260598 0.00785564
internal_weight=0 0.00971908 0.00859776 0.00745945 0.00642692 0.00283711 0.0035898 0.00258825
internal_count=3121 2952 2827 1993 1558 438 1120 839
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=10
num_cat=0
split_feature=484 52 376 52 4 16 16 15 4
split_gain=0.000184923 6.58002e-05 0.000115302 9.22581e-05 6.56787e-05 8.59373e-05 9.01707e-05 4.92166e-05 1.82527e-05
threshold=-1.0000000180025095e-35 -0.23798499999999997 0.048375000000000008 -0.081429999999999989 0.24564500000000003 -0.094359999999999986 -0.056919999999999991 -0.15026499999999995 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -6 -8
right_child=1 2 -4 4 7 6 8 -9 -10
leaf_value=-0.00081748624665328685 -0.00041532022868151952 0.000468361634914893 0.00069862572055654989 -0.00055576224078561834 0.0004297134347147377 0.00042870550157386456 -0.00043337371331021718 -6.6690130440037013e-05 -7.9950207105180545e-05
leaf_weight=0.0010061937101169547 0.001031536264253871 0.001578172484006833 0.0011202369268612155 0.0016396714060964053 0.0015074961657993661 0.0011815336250757501 0.0010229245107281765 0.0015651614788965568 0.0012463507745067402
leaf_count=515 349 232 149 284 189 779 73 145 406
internal_value=0 5.79398e-05 0.000102886 3.43767e-05 -4.95253e-05 -0.000186169 -1.05554e-05 0.000176854 -0.000239263
internal_weight=0 0.0118931 0.0108615 0.00974131 0.00816314 0.00509048 0.00345081 0.00307266 0.00226928
internal_count=3121 2606 2257 2108 1876 1542 1258 334 479
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 13 3
split_gain=2.3932e-05 4.28874e-05 3.7442e-05 7.53783e-05 7.52643e-05 5.8185e-05 5.44313e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.015874999999999997 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.020876425276375201 -0.014387839079837825 -0.013852637379118011 0.0048669821367455244 -0.018913224294824615 -0.024410264045885113 0.0080890772099379733 0.030339255186902881
leaf_weight=0.0010239338136272596 0.0010476082849717296 0.0017453942042207479 0.0017516503737516004 0.0013239304120073424 0.0010081170992645167 0.001214613624562685 0.0016099468980578153
leaf_count=218 597 577 1089 168 193 161 118
internal_value=0 0.00152357 -0.000766331 0.00253997 0.00762608 -0.00665096 0.0170662
internal_weight=0 0.00967759 0.00865365 0.00690826 0.00558433 0.00222273 0.0033616
internal_count=3121 2524 2306 1729 1561 354 1207
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=8
num_cat=0
split_feature=1 40 0 3 48 1 4
split_gain=2.30276e-05 4.01838e-05 5.22114e-05 0.000165919 7.06266e-05 5.67555e-05 7.5486e-05
threshold=0.13686500000000004 -0.013874999999999998 -0.053834999999999994 -0.13927999999999999 0.085845000000000019 0.111945 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.014828585597526523 0.014287097550317186 0.01794508657989392 0.011560768500192563 -0.038563443267346564 -0.015311374081071511 0.027561447120437219 -0.014863387516983677
leaf_weight=0.0012996363412082863 0.0010170226842526079 0.0013666188834978877 0.0012169088162587993 0.0014440336070872684 0.0017648457825771282 0.0011407497090053466 0.0014404630688585798
leaf_count=262 169 1447 156 225 352 107 403
internal_value=0 -0.00153147 -0.00407065 -0.0156405 0.00131855 0.00875282 0.00110931
internal_weight=0 0.00967326 0.00837362 0.00266094 0.00571268 0.00394783 0.00280708
internal_count=3121 2952 2690 381 2309 1957 1850
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=9
num_cat=0
split_feature=124 50 3 47 0 15 52 16
split_gain=5.43986e-05 5.83792e-05 6.35632e-05 0.000107556 0.000110178 9.36964e-05 8.53813e-05 0.000143524
threshold=-0.043384999999999993 0.07826000000000001 -0.10519499999999998 0.092530000000000015 -0.055064999999999996 -0.03241999999999999 -0.07167999999999998 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.00043673128922962765 0.00063816166217853807 -0.00045677071926455488 -0.00018313311775837918 -0.00052915334426441817 -0.00046138296396209199 -3.4143754708763483e-05 -5.4865531785339231e-05 0.00086258569892441923
leaf_weight=0.0010359674392511368 0.0013378339113518101 0.001124251699483614 0.0014382612907213725 0.001653471345568874 0.0012675470800229231 0.0019713968554441836 0.0012901338484176141 0.0013328414824625443
leaf_count=259 111 579 319 213 211 230 327 872
internal_value=0 -3.25282e-05 1.38164e-05 -9.22699e-05 4.3291e-05 0.000237651 0.000200804 0.000411329
internal_weight=0 0.0114157 0.0102915 0.00698226 0.00532878 0.00330923 0.00406124 0.00262298
internal_count=3121 2862 2283 1942 1729 341 1518 1199
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=8
num_cat=0
split_feature=51 457 2 16 52 4 4
split_gain=2.3327e-05 5.04118e-05 6.02695e-05 0.000121372 8.85397e-05 7.57761e-05 9.20402e-05
threshold=-0.076794999999999988 0.045365000000000009 0.11018500000000002 -0.074319999999999983 0.084960000000000022 0.181285 -0.034939999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.010108542136092072 0.010817148581389239 0.020466366528482431 -0.0075868595004435577 0.03642901718960926 -0.027032120308334434 0.019787160553720338 -0.031985456429071801
leaf_weight=0.0018868365391218117 0.0010002084516165773 0.0012827501195828064 0.0014443391284351425 0.0011063372024264152 0.0015711042180970962 0.0013745406193767318 0.0010093755222520201
leaf_count=537 560 227 239 183 795 139 441
internal_value=0 0.00214595 -0.000984981 0.0115047 -0.00741398 0.00169389 -0.0106818
internal_weight=0 0.00878866 0.00750591 0.00255068 0.00495523 0.00338412 0.00200958
internal_count=3121 2584 2357 422 1935 1140 1001
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=10
num_cat=0
split_feature=48 48 51 0 1 0 13 4 2
split_gain=8.57746e-05 0.000126174 0.00010092 0.000106431 8.60101e-05 0.000119724 0.000126734 9.76162e-05 6.2774e-05
threshold=0.12474000000000002 0.097025000000000014 0.08955500000000001 -0.23001499999999997 0.11230000000000001 -0.13843999999999998 -0.084034999999999985 0.24564500000000003 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -8
right_child=-2 -3 -4 4 7 6 8 -9 -10
leaf_value=0.00066010516649384131 -0.00052755270383733415 0.00069069922387365336 -0.00053555964434807133 -0.00072510828458440305 -5.4933122609144128e-05 0.00039036823189000464 -0.00048609939205309516 0.00071701948372409252 9.6709774553400813e-05
leaf_weight=0.0010012072619778349 0.0010774166075179564 0.0010754934024842728 0.0012580013394159094 0.0011114006286605258 0.0014286774393560912 0.0018598875035959342 0.0018410257283621241 0.0011262966682470295 0.0011571248865993411
leaf_count=67 102 193 312 156 104 538 1044 216 389
internal_value=0 5.02773e-05 -1.35946e-05 5.53388e-05 -1.56921e-05 -0.000144546 -1.1728e-05 0.000285363 -0.000261166
internal_weight=0 0.0118591 0.0107836 0.00952562 0.00852441 0.00596944 0.00485804 0.00255497 0.00299815
internal_count=3121 3019 2826 2514 2447 2127 1971 320 1433
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=9
num_cat=0
split_feature=12 16 0 42 160 49 13 13
split_gain=2.57107e-05 4.7571e-05 9.4874e-05 0.000100884 6.64906e-05 6.63699e-05 6.40332e-05 0.000140168
threshold=0.11650500000000001 -0.056919999999999991 -0.14920999999999998 0.075730000000000006 -0.081969999999999987 -0.043469999999999995 -0.061684999999999997 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 -6 -8
right_child=-2 4 3 -5 6 -7 7 -9
leaf_value=0.01226284588221759 -0.015038210029576202 0.016405387612174922 0.037478499280149527 -0.0022400536518421793 0.0063571098265003002 -0.022542023339896813 -0.045346470292828601 0.0026558310553495526
leaf_weight=0.0010033015649426602 0.0010293465859206154 0.0010741873112055001 0.0015714247230637116 0.0010783168693416741 0.0012690049823277766 0.0012070252822017225 0.0012169238674682586 0.0012163214768009523
leaf_count=65 147 351 716 648 548 145 318 183
internal_value=0 0.0015888 0.00855414 0.021315 -0.00549849 -0.00674355 -0.0118538 -0.0213513
internal_weight=0 0.00963651 0.00486007 0.00264974 0.00477644 0.00221033 0.00370225 0.00243325
internal_count=3121 2974 1574 1364 1400 210 1049 501
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=8
num_cat=0
split_feature=50 4 2 49 42 0 15
split_gain=2.67214e-05 3.50095e-05 5.3167e-05 5.84545e-05 0.000153537 0.000130386 3.67292e-05
threshold=0.083090000000000011 0.27834500000000006 0.11389000000000002 -0.069799999999999987 0.084050000000000014 -0.13027499999999997 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.017223899874319847 -0.015232564716208308 0.014031130643180276 -0.022373749063846513 0.04496919489646372 -0.023214778939728661 -0.0099260003916743847 0.013330295326644898
leaf_weight=0.0012842148700738651 0.001040852333128642 0.0018411276218998907 0.001037733284148243 0.0011297651717269786 0.0013148526254371786 0.0010555293262208129 0.0019041940420568568
leaf_count=234 597 315 237 129 778 248 583
internal_value=0 0.00163919 -0.00131373 0.00195374 0.00651086 0.0160682 0.00503638
internal_weight=0 0.00956742 0.00772629 0.00668856 0.00540434 0.00408949 0.00295972
internal_count=3121 2524 2209 1972 1738 960 831
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 4
split_gain=2.41864e-05 5.74862e-05 0.000139169 6.81325e-05 9.92947e-05 5.8347e-05 5.55638e-05
threshold=0.080455000000000013 0.082620000000000013 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.095244999999999982 -0.076779999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0037605530296646035 -0.014780862288599671 -0.0098442047845969001 0.035721191490784003 0.0061147879977825892 0.029526593670003338 -0.032930915075916965 -0.022846506410292344
leaf_weight=0.0017845349100653295 0.001003419086725286 0.0012840214999121358 0.001402412983422795 0.0017143916233077104 0.0011793241209434018 0.0011135963816739725 0.0010796319656829745
leaf_count=345 189 79 482 845 72 541 568
internal_value=0 0.00153923 0.0139425 -0.00330989 0.0051943 -0.0149692 -0.00507608
internal_weight=0 0.00955791 0.00268643 0.00687148 0.00397335 0.00289813 0.00279402
internal_count=3121 2932 561 2371 1485 886 1413
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=8
num_cat=0
split_feature=50 4 2 49 42 0 3
split_gain=2.42918e-05 3.25115e-05 4.60015e-05 4.71168e-05 0.000121214 0.000115497 4.31008e-05
threshold=0.083090000000000011 0.27834500000000006 0.11389000000000002 -0.069799999999999987 0.084050000000000014 -0.13027499999999997 0.083060000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.01554734974022255 -0.014572105804639272 0.013526854107271547 -0.021010863634590902 0.041929443528916692 -0.020664096985451193 0.013985073304722316 -0.010705332433922346
leaf_weight=0.0012710058684667095 0.0010327998832424532 0.0018361090247142938 0.0010245047300821639 0.0011077313643001185 0.0013023020599482764 0.0017553149416464058 0.0011838550751648302
leaf_count=234 597 315 237 129 778 753 78
internal_value=0 0.00157798 -0.0012919 0.00175969 0.00587196 0.0144113 0.00404014
internal_weight=0 0.00948082 0.00764471 0.00662021 0.0053492 0.0040469 0.00293917
internal_count=3121 2524 2209 1972 1738 960 831
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=7
num_cat=0
split_feature=1 3 3 1 16 16
split_gain=2.37098e-05 4.43565e-05 6.91786e-05 4.22476e-05 5.51537e-05 8.16912e-05
threshold=0.094825000000000007 -0.12018999999999998 0.090900000000000009 0.10708500000000001 -0.51370499999999997 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0096476692341163819 0.020524752667569295 -0.023981417160588055 0.0052684789262577546 -0.019642333685515635 0.024369508005666243 -0.0070493831170257287
leaf_weight=0.0014012333965871416 0.00125500201948253 0.0019068131559769096 0.0014039015019252157 0.0011039928304028683 0.0014217277304286098 0.0019801235785250615
leaf_count=174 307 1932 90 85 249 284
internal_value=0 -0.00526598 -0.0115781 0.00429829 -0.000221233 0.00608144
internal_weight=0 0.00471195 0.00331071 0.00576085 0.00450584 0.00340185
internal_count=3121 2196 2022 925 618 533
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=11
num_cat=0
split_feature=48 2 47 474 160 2 15 16 2 0
split_gain=9.18078e-05 0.000157829 9.881e-05 6.56085e-05 0.00015453 8.66172e-05 0.000109657 0.000135822 8.36678e-05 6.91679e-05
threshold=0.12474000000000002 0.11510000000000002 0.11170500000000001 0.084410000000000013 -1.0000000180025095e-35 0.098260000000000014 -0.10203999999999998 -0.056919999999999991 0.084055000000000005 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 -7
right_child=-2 -3 -4 -5 5 9 7 -9 -10 -11
leaf_value=-0.00081576091919827642 -0.00056260467657529955 0.00060704556533828743 0.0005059364376256921 0.00035693920590363287 -0.00077452656675961612 0.00062709100587376272 0.0006457751049411671 -0.00052722411393887122 -0.0001304022971414827 -7.1919507557694415e-05
leaf_weight=0.0012214886715246993 0.0010360264027972693 0.001657161181204043 0.001109494871670713 0.0010075399109008227 0.0010296926769268922 0.0010466200520749414 0.0010816347177730317 0.0013763820115506582 0.0010544878729583556 0.0011338621535135207
leaf_count=602 102 383 82 300 160 256 333 342 494 67
internal_value=0 4.63437e-05 -4.60084e-05 -0.000114418 -0.000174199 -5.76291e-05 -0.000211836 -4.6883e-05 0.000262618 0.000263602
internal_weight=0 0.0117184 0.0100612 0.00895171 0.00794417 0.00672268 0.0045422 0.0035125 0.00213612 0.00218048
internal_count=3121 3019 2636 2554 2254 1652 1329 1169 827 323
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=7
num_cat=0
split_feature=50 16 2 4 49 4
split_gain=2.34683e-05 3.39458e-05 6.76225e-05 8.63895e-05 4.12827e-05 6.61901e-05
threshold=0.083090000000000011 -0.013324999999999998 0.10644500000000001 -0.10429499999999998 -0.043469999999999995 0.181285
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0082433633276808287 -0.014346127935970147 -0.018569930053021384 0.028752412808598644 0.015347955345429454 -0.025356595187838338 0.0026217306316671037
leaf_weight=0.0018412656024319883 0.0010293615879995903 0.0013419223212946594 0.0011632212853806357 0.0017051150043943665 0.0015762075170546396 0.0018241547157346483
leaf_count=218 597 173 291 628 936 278
internal_value=0 0.00155413 0.00824083 0.00041044 -0.00381687 -0.0103474
internal_weight=0 0.00945189 0.00421026 0.00304704 0.00524163 0.00340036
internal_count=3121 2524 1092 801 1432 1214
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=8
num_cat=0
split_feature=12 13 16 13 0 48 3
split_gain=2.45195e-05 4.30093e-05 6.25084e-05 5.22168e-05 6.65305e-05 4.64523e-05 5.18876e-05
threshold=0.11650500000000001 0.11217000000000001 0.15891500000000003 -0.0062949999999999994 -0.08824499999999999 0.086260000000000017 0.0022600000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.0007797635773301463 -0.014804356693312216 0.017023014427844176 -0.024093798679919676 -0.013065384741970325 0.029711972103239004 -0.020409112807957264 0.015334658536464988
leaf_weight=0.0016776778051497971 0.0010114117521759529 0.0015139295638310441 0.0010502550632211687 0.0011786740264093901 0.0012477993057141972 0.0013548392170980987 0.001416366865531149
leaf_count=662 147 168 419 355 1128 124 118
internal_value=0 0.00157868 -0.00137146 0.00209953 0.0122258 -0.00540052 0.00243529
internal_weight=0 0.00943954 0.00792561 0.00687536 0.00292548 0.00394988 0.00259504
internal_count=3121 2974 2806 2387 1790 597 473
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=9
num_cat=0
split_feature=48 2 51 2 48 15 3 12
split_gain=6.21688e-05 0.000127809 7.36816e-05 5.88732e-05 8.75591e-05 0.000127262 0.000173506 7.66637e-05
threshold=0.12474000000000002 0.11510000000000002 0.08955500000000001 -1.0000000180025095e-35 0.083985000000000018 -0.016799999999999995 0.10542000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00037373453087098679 -0.00047006124480729957 0.00054683156088274282 -0.00054131732316541623 -0.00057977932799195716 0.00035790915418975689 3.7616418063540926e-05 0.00069967600275828306 -0.0006159630851003562
leaf_weight=0.0014194956333962892 0.0010309151574138609 0.0015997579972463526 0.0010509515529840844 0.0019511659244884315 0.0015198491457841714 0.0017545939201412991 0.0010863674912240384 0.0011372288226094832
leaf_count=182 102 383 292 518 298 239 41 1066
internal_value=0 3.25323e-05 -5.04096e-05 7.76355e-06 -6.19747e-05 -0.000169602 3.15761e-05 -0.000219408
internal_weight=0 0.0115194 0.00991965 0.0088687 0.00744921 0.00592936 0.00397819 0.00289182
internal_count=3121 3019 2636 2344 2162 1864 1346 1305
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=11
num_cat=0
split_feature=484 15 51 16 3 4 2 15 15 16
split_gain=0.000237894 0.000109535 0.000157681 0.000144579 0.000128829 0.000120862 0.0001032 9.05293e-05 8.6219e-05 1.08515e-05
threshold=-1.0000000180025095e-35 -0.03241999999999999 0.095050000000000009 -0.013324999999999998 0.097915000000000016 0.053180000000000012 0.096540000000000015 0.040760000000000005 -0.11713499999999999 0.23311500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 5 -2 -5 -3 -7 -8
right_child=1 3 -4 6 -6 8 9 -9 -10 -11
leaf_value=-0.00090461476289393182 -0.00020271513636202105 -0.00089601586006926668 0.00094844814263882866 -0.0002202905537726659 -0.00037723555963968043 0.00017404567757094041 0.00056459510207120065 -0.00010035361442403276 0.0008862722896821742 0.00027757237918827211
leaf_weight=0.0010311578984424407 0.0012220097540450296 0.0011447626879093889 0.0010530171781716032 0.0018432258827263811 0.0014635443942077192 0.001257659800735451 0.0010115546670131678 0.0010578034438743235 0.001360242162810347 0.0010141583668467459
leaf_count=515 435 83 149 308 148 200 88 894 178 123
internal_value=0 7.54783e-05 0.000255385 -0.000112872 0.000117775 0.000306443 0.000115426 -0.000513891 0.000544113 0.000420899
internal_weight=0 0.012428 0.00635647 0.00607151 0.00530346 0.00383991 0.00386894 0.00220257 0.0026179 0.00202571
internal_count=3121 2606 1110 1496 961 813 519 977 378 211
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=8
num_cat=0
split_feature=376 43 3 43 43 15 15
split_gain=2.17932e-05 6.03657e-05 5.19621e-05 0.00010354 7.08936e-05 8.3096e-05 4.66966e-05
threshold=0.048375000000000008 0.084740000000000024 -0.10519499999999998 -0.13868499999999997 -0.067899999999999974 -0.074054999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.010387751340765651 0.013470190900984306 -0.021906072999409745 0.013593359515926554 0.03139750156779151 -0.01169148262328246 -0.027237127445046617 0.016892550298853348
leaf_weight=0.0010229395242023088 0.0010759902318166472 0.0012620007652855971 0.0016901090886666126 0.0014109676142053124 0.0012189537416473157 0.0017460702849125425 0.0010760591600274629
leaf_count=148 166 321 1037 203 196 927 123
internal_value=0 -0.00155173 0.00159424 0.0138357 -0.00360443 -0.0107971 0.00171067
internal_weight=0 0.0094271 0.0081651 0.00243391 0.00573119 0.00404108 0.00229501
internal_count=3121 2955 2634 351 2283 1246 319
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=8
num_cat=0
split_feature=12 475 15 16 0 1 52
split_gain=2.39389e-05 3.85391e-05 5.37963e-05 6.41025e-05 7.58743e-05 0.000136951 7.82901e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 -0.10151999999999999 0.094385000000000011 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.016139161275082897 -0.014606978299394557 0.023515964569164726 -0.019952999809146915 -0.0066679407959275051 -0.018006895384017434 0.043322169455611625 0.011044072233431526
leaf_weight=0.0010888909678954594 0.001014728005601216 0.0011937481571182096 0.0012535559757553974 0.0010403074601206424 0.0018937068573977596 0.0011580775509954233 0.0018184330170808681
leaf_count=490 147 290 213 127 999 116 739
internal_value=0 0.00155641 0.00386186 0.000586906 0.00494319 0.0196661 -0.00377596
internal_weight=0 0.00944672 0.00835783 0.00716408 0.00591052 0.00219839 0.00371214
internal_count=3121 2974 2484 2194 1981 243 1738
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=10
num_cat=0
split_feature=47 52 47 52 16 15 4 0 0
split_gain=4.48131e-05 7.0419e-05 8.88538e-05 6.35847e-05 0.000123484 8.45119e-05 0.000113198 0.000178879 9.66926e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 0.091275000000000009 0.071345000000000006 -0.095869999999999983 0.0052350000000000009 -0.084044999999999995 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00068580714743286374 -0.00038993596734840608 -0.00039661723007847237 0.00062469039188187494 0.00045526205844703677 -0.00064029963747470854 -0.0005607353016633084 0.00063290969198875359 0.00051829847192949206 0.00014551062664376927
leaf_weight=0.0010074935698162757 0.0010129241200608772 0.0012479611462163165 0.0010932096942192502 0.0011684149644602196 0.0011077511904740139 0.0012150366289007384 0.001650921031789078 0.0011494888415066033 0.0011541393416165365
leaf_count=67 65 476 160 209 441 588 218 604 293
internal_value=0 4.14046e-05 9.8665e-05 3.06372e-05 -3.74684e-05 7.06388e-05 0.000238914 -3.61745e-05 -0.00024195
internal_weight=0 0.0107944 0.00954646 0.00845325 0.00728483 0.00617708 0.00401545 0.00236453 0.00216163
internal_count=3121 3056 2580 2420 2211 1770 1410 1192 360
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 12 52 2 1
split_gain=6.97659e-05 6.77431e-05 0.000130663 7.03715e-05 6.64517e-05 9.79162e-05 9.22983e-05 7.95816e-05 5.8061e-05
threshold=-0.072314999999999977 0.12230500000000001 0.11548000000000001 0.10571000000000001 0.071150000000000005 0.095565000000000011 -0.088204999999999992 0.10097500000000002 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00049644984977620268 -0.00064549390576359794 -0.00052747231922844584 0.00057221451351307281 -0.00055742550656176222 -8.1523649638485691e-05 0.00066754056904319722 0.00044719869196518193 -0.0004724429659515587 -9.2299000442660359e-05
leaf_weight=0.0010031360533135939 0.0011239335334612289 0.0010109617364861953 0.0013548561291665514 0.0010517001949565024 0.0016227183649360035 0.0011438745571237992 0.0013756192465267966 0.0010751906027643876 0.0017333246700304327
leaf_count=238 484 103 318 122 175 67 963 134 517
internal_value=0 -4.27426e-05 4.01185e-06 -8.03408e-05 -1.8202e-05 0.000228184 -0.00014662 -1.26132e-05 0.000146413
internal_weight=0 0.0114922 0.0104812 0.00912636 0.00807466 0.00276659 0.00530807 0.00418413 0.00310894
internal_count=3121 2883 2780 2462 2340 242 2098 1614 1480
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=9
num_cat=0
split_feature=14 2 0 0 0 2 4 3
split_gain=2.49576e-05 6.111e-05 4.40171e-05 4.43471e-05 9.94109e-05 4.27592e-05 3.71058e-05 3.51447e-05
threshold=-1.0000000180025095e-35 0.10912000000000001 0.13134000000000004 -0.060129999999999996 -0.10607499999999999 0.11982500000000001 0.076415000000000025 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -3 -2 -5
right_child=1 5 -4 7 -6 -7 -8 -9
leaf_value=-0.014199792751778538 -0.004708054306634667 0.028000486960707671 -0.020416662854388888 0.024905990096147558 -0.029432709951708443 0.00080528316065796085 0.02007719287701042 -0.00084278610307051316
leaf_weight=0.0011072571495291542 0.0014759184357984972 0.0012780423495988989 0.0012001950955622329 0.0010699834491949556 0.001215459014903959 0.0010557519542501565 0.0010224812219155593 0.0010505406892765308
leaf_count=161 193 245 63 103 1788 271 137 160
internal_value=0 0.00167598 -0.00297598 0.000611755 -0.0059761 0.015698 0.00543542 0.0121496
internal_weight=0 0.00936837 0.00703458 0.00583438 0.00371386 0.00233379 0.0024984 0.00212052
internal_count=3121 2960 2444 2381 2118 516 330 263
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=8
num_cat=0
split_feature=12 14 15 16 0 52 49
split_gain=2.26568e-05 3.43022e-05 7.55203e-05 2.60601e-05 8.49755e-05 8.68935e-05 6.70542e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.053834999999999994 0.091275000000000009 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.015791422558102265 -0.014212314094923817 0.025740660535858897 0.0085054247389274064 0.025508974155203003 -0.023915876429012734 0.015324235186927899 -0.019346695260190144
leaf_weight=0.001020047532703375 0.0010130358422822438 0.0013046766452055663 0.001592760541835261 0.0013384142295007609 0.0012524182540006577 0.0010271341401052111 0.0018901995576764952
leaf_count=156 147 368 197 704 263 46 1240
internal_value=0 0.00152585 0.00362736 -0.000435587 0.00550833 -0.00623484 -0.0066099
internal_weight=0 0.00942565 0.0084056 0.00710093 0.00361797 0.00227955 0.00348296
internal_count=3121 2974 2818 2450 1013 309 1437
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=9
num_cat=0
split_feature=124 151 159 49 2 4 1 12
split_gain=9.80472e-05 7.42887e-05 7.63869e-05 0.000127266 6.40349e-05 7.32911e-05 8.55929e-05 0.000178191
threshold=-0.043384999999999993 -0.083274999999999988 -0.032739999999999991 0.006170000000000001 0.11237500000000002 -0.10429499999999998 0.090840000000000018 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=0.0005435561584735476 -0.00048482463491015415 -0.00051886155351292974 -0.00047052576077682642 0.00069023951741441702 0.00033617446587073604 0.00034824691630289226 -0.00054354311488579278 0.00042304300611053711
leaf_weight=0.0011161350275904246 0.0014212948101809631 0.0010065241910493421 0.0016725241751411272 0.0010565902404142498 0.0014741089726756397 0.001779948294920888 0.0020013607834855583 0.001157286040283062
leaf_count=259 303 385 211 382 264 987 275 55
internal_value=0 -6.49818e-05 -6.18198e-06 5.02646e-05 -3.33683e-05 -0.000115767 4.37724e-06 -0.000189399
internal_weight=0 0.0115696 0.0101483 0.00914182 0.00808523 0.00661112 0.0049386 0.00315865
internal_count=3121 2862 2559 2174 1792 1528 1317 330
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=9
num_cat=0
split_feature=124 151 16 1 42 16 16 2
split_gain=6.631e-05 6.84623e-05 6.87095e-05 6.71806e-05 7.38693e-05 6.60016e-05 0.000101585 7.32402e-05
threshold=-0.043384999999999993 -0.083274999999999988 -0.49446999999999991 0.12500000000000003 0.088465000000000002 -0.014034999999999997 0.064860000000000015 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.00047516085696102219 -0.00046312779011306425 0.00041088203548884575 -1.6686548847782587e-05 0.00031602588063925612 -0.0005853158618891861 0.0006698437785018945 -0.00011815343518800867 -0.00064704196212006775
leaf_weight=0.0010090337563411203 0.0013534960577223079 0.0013918615945566941 0.0019525006729380894 0.001506909315456148 0.0011903848761135203 0.0010023034775953608 0.0016887048433014678 0.0011124106271317394
leaf_count=259 303 174 758 156 722 236 306 207
internal_value=0 -4.9647e-05 7.19809e-06 -5.92704e-05 -0.000140686 -4.87318e-05 0.000175347 -0.000245474
internal_weight=0 0.0111986 0.00984508 0.00845321 0.0069463 0.00575592 0.00269101 0.00306491
internal_count=3121 2862 2559 2385 2229 1507 542 965
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=10
num_cat=0
split_feature=124 48 2 47 52 160 3 13 0
split_gain=6.22647e-05 7.45478e-05 0.00011638 6.47295e-05 8.34562e-05 9.10522e-05 0.000135615 0.000126252 7.02116e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.11312500000000002 -0.088204999999999992 -0.080719999999999986 -0.14477499999999996 -0.084034999999999985 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=0.00046549665929833102 -0.00060448616368559069 -0.00055070082062219422 0.00055790652459239475 0.0003753682663207138 -0.00058677870368787114 -0.00060103813856627458 0.0006101651225773302 0.0003138875942140136 -0.00031454414311369899
leaf_weight=0.0010193591461818705 0.0012186415183496153 0.0010031724091339707 0.0012983778447095877 0.001097968154055909 0.0010131384975079856 0.0010026662430345796 0.0017445471172936019 0.0011483741833036082 0.0016885726074997998
leaf_count=259 474 97 313 76 508 87 345 65 897
internal_value=0 -4.06511e-05 9.45202e-06 -7.04345e-05 -0.00013306 -4.5979e-05 5.21387e-05 0.000195087 -6.01598e-05
internal_weight=0 0.0112155 0.0102123 0.00891391 0.00781594 0.0065973 0.00558416 0.00458149 0.00283695
internal_count=3121 2862 2765 2452 2376 1902 1394 1307 962
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=11
num_cat=0
split_feature=124 48 2 150 4 16 2 12 47 2
split_gain=8.76774e-05 8.94286e-05 0.000135332 7.24129e-05 6.2387e-05 0.000183187 0.000109491 7.52173e-05 8.26889e-05 9.66585e-06
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.10571000000000001 -0.008819999999999998 -0.0073349999999999986 0.097220000000000015 0.10312500000000001 0.092710000000000015 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=0.00054302546288716549 -0.00080473677986050139 -0.00059355958147628326 0.00058887479789032887 -0.00056298961291031231 0.00037924019139286904 -0.00031179349067817581 0.00052325967759461528 0.00061845387846674318 -0.00040783816598780525 0.00011116658570804539
leaf_weight=0.0010654677685468473 0.0012650854119414328 0.0010389897643538976 0.001349592037737833 0.0010421837582543546 0.0010003089287918103 0.0011777294094090062 0.0012385302101960538 0.0010007415982815544 0.001190552621478195 0.0010705548860342428
leaf_count=259 1034 97 313 122 289 361 177 112 106 251
internal_value=0 -4.52046e-05 9.92067e-06 -7.70345e-05 -1.32774e-05 -0.000200252 0.000116239 0.000148218 3.92912e-06 0.000240657
internal_weight=0 0.0113743 0.0103353 0.00898569 0.0079435 0.00368135 0.00241626 0.00426216 0.00326142 0.00207086
internal_count=3121 2862 2765 2452 2330 1572 538 758 646 540
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=11
num_cat=0
split_feature=124 48 2 150 4 16 2 12 47 2
split_gain=8.02704e-05 8.23848e-05 0.000116197 6.99408e-05 7.6653e-05 0.000197595 0.000133653 7.36598e-05 0.000115471 1.22736e-05
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.10571000000000001 -0.008819999999999998 -0.0073349999999999986 0.097220000000000015 0.10345000000000001 0.092710000000000015 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=0.00051604887465889063 -0.00083345088189525497 -0.00058539307032532794 0.00053438408854935247 -0.00054862432559314473 0.00045388639735515651 -0.00036894634408816214 0.00053613991558528276 0.00061641314931894654 -0.00045012099757212791 0.00015576372359294376
leaf_weight=0.0010564243562742178 0.0013175740842884536 0.0010038663991197893 0.0013741785566784024 0.0010675814859564684 0.0010207987504451575 0.0012005283940253106 0.001313663812942232 0.0010415064972035329 0.0012604296919721306 0.0011063942149410904
leaf_count=259 1034 92 314 122 289 362 177 110 110 252
internal_value=0 -4.83029e-05 2.07396e-06 -7.63407e-05 -1.5306e-05 -0.000218374 0.000103961 0.000160374 2.01666e-05 0.000298827
internal_weight=0 0.0117065 0.0107027 0.00932848 0.0082609 0.00383177 0.00251419 0.00442913 0.00338762 0.00212719
internal_count=3121 2862 2770 2456 2334 1573 539 761 651 541
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=11
num_cat=0
split_feature=484 15 15 160 42 43 3 16 16 15
split_gain=0.000194622 8.45368e-05 0.000140499 6.29969e-05 8.59228e-05 7.65383e-05 0.000160261 0.000115857 0.00014851 0.000156299
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.086870000000000017 -0.094469999999999985 -0.072864999999999985 -0.077774999999999983 0.15891500000000003 -0.008904999999999998 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 8 9 -7
right_child=1 2 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00082563321837468345 0.00052046497753111866 -0.00065172644948814651 -0.00037122138390459721 -0.00031232567707055654 9.561286437046994e-05 0.00049260894077792904 0.0010860604548690118 -0.00050270870606749 0.00086940274280178983 -0.00045911421255681568
leaf_weight=0.0010125080106642243 0.0014100943024830262 0.0011072944122261308 0.0010701529640924539 0.0013234712389029136 0.0015667263336438431 0.001263400329553142 0.0010483920210179938 0.0010418849299920368 0.0010311328331171414 0.0013970195286856183
leaf_count=515 232 185 184 188 450 167 178 203 137 682
internal_value=0 6.88218e-05 1.01223e-05 8.53479e-05 0.000147865 0.000223458 0.00049268 7.47186e-05 0.000237689 -7.15271e-06
internal_weight=0 0.0122596 0.0108495 0.00974218 0.00841871 0.00734856 0.00261512 0.00473344 0.00369155 0.00266042
internal_count=3121 2606 2374 2189 2001 1817 628 1189 986 849
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=10
num_cat=0
split_feature=124 151 159 49 2 4 1 12 52
split_gain=8.85409e-05 7.44154e-05 7.62541e-05 0.000128912 6.41884e-05 0.000104435 8.55395e-05 0.000125728 0.000169884
threshold=-0.043384999999999993 -0.083274999999999988 -0.032739999999999991 0.006170000000000001 0.11237500000000002 -0.10429499999999998 0.089175000000000018 0.10345000000000001 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=0.00053552443875526541 -0.00047863947444800773 -0.00049119566876070604 -0.00053540405047351628 0.00070805062593789808 0.00035097789726815711 0.0004257479347775817 -0.0010064500963536144 0.00038317062866650585 6.7908099409203445e-05
leaf_weight=0.0010713252372912341 0.0013935815164167328 0.0010688909549793025 0.0016249946514656803 0.0010518170348789305 0.0014576554069266525 0.0015152677152035056 0.0010025764556749368 0.0011981274691767879 0.0012990914208744122
leaf_count=259 303 385 211 382 264 920 89 58 250
internal_value=0 -5.3596e-05 4.37115e-06 6.22656e-05 -2.16158e-05 -0.000103409 3.65668e-05 -0.000131933 -0.000400068
internal_weight=0 0.011612 0.0102184 0.00914953 0.00809771 0.00664006 0.00501506 0.0034998 0.00230167
internal_count=3121 2862 2559 2174 1792 1528 1317 397 339
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=11
num_cat=0
split_feature=124 48 2 150 4 16 15 3 13 2
split_gain=5.6236e-05 7.48636e-05 0.000124648 6.08673e-05 7.69127e-05 0.00014149 8.57769e-05 0.000126164 6.36839e-05 5.67651e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.10571000000000001 -0.034939999999999992 -1.0000000180025095e-35 -0.016799999999999995 0.095270000000000007 -0.0034749999999999994 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -6 -7
right_child=1 -3 -4 -5 6 9 -8 -9 -10 -11
leaf_value=0.0004346137954663945 -0.00082238683317728014 -0.00055236848231595098 0.00056350772449822951 -0.00052257684138536467 -0.0001435633714205673 -0.00028748018021480397 0.00061058682435622736 -0.00059385887293578773 0.00047432825701227544 0.00035414324123099553
leaf_weight=0.0010424745601937029 0.0010991243484052946 0.0010043756982155158 0.0013521337387798456 0.0010335977065992112 0.0010913863602793256 0.001025185043121575 0.0011376737992237385 0.0010141533996429752 0.0015550762671552596 0.0010978104577053765
leaf_count=259 918 97 313 122 526 245 245 69 199 128
internal_value=0 -4.11469e-05 8.19498e-06 -7.47359e-05 -1.70223e-05 -0.000251339 0.000140325 -5.82702e-06 0.000219513 4.43062e-05
internal_weight=0 0.0114105 0.0104061 0.00905401 0.00802041 0.00322212 0.00479829 0.00366062 0.00264646 0.002123
internal_count=3121 2862 2765 2452 2330 1291 1039 794 725 373
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=11
num_cat=0
split_feature=124 41 157 160 52 0 151 151 2 43
split_gain=6.49979e-05 6.73262e-05 6.74488e-05 0.000138144 0.000184761 0.000175365 9.74493e-05 7.61878e-05 6.9381e-05 6.23781e-05
threshold=-0.072314999999999977 0.075585000000000013 -0.072409999999999988 -1.0000000180025095e-35 0.10744000000000002 0.10455500000000001 -0.0083949999999999979 0.0039000000000000003 0.090425000000000019 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.00048010677650483515 0.00046051080957765981 -0.00052487221758524996 -0.00058915495185672781 -0.00039615802632252871 0.00080096309187516375 -0.00080760433268272833 0.00044086741999955733 -0.00025561139013138422 0.00075421154169728628 -0.00020523884734246063
leaf_weight=0.0010095913960618498 0.0011280536165441607 0.0010003043956281358 0.0015160020449078654 0.0013344594508096315 0.0011043063645028994 0.0010334171801367753 0.0013081065692312993 0.0010468011180539884 0.0011015052325672983 0.0010243741705766275
leaf_count=238 383 159 617 198 156 77 205 85 398 605
internal_value=0 -3.86121e-05 7.2883e-06 -4.67048e-05 5.66975e-05 -6.33109e-05 6.89562e-05 0.000207476 0.000348641 0.000157112
internal_weight=0 0.0115973 0.010597 0.00946897 0.00795297 0.00684866 0.00581525 0.00448079 0.00343399 0.00233248
internal_count=3121 2883 2724 2341 1724 1568 1491 1293 1208 810
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=11
num_cat=0
split_feature=484 13 43 16 16 2 151 2 15 15
split_gain=0.000166588 6.60923e-05 0.00012821 8.3156e-05 0.000101141 0.000138609 0.000130019 0.000163225 0.000311119 5.90228e-05
threshold=-1.0000000180025095e-35 0.25761500000000009 -0.16318499999999997 0.22339500000000004 -0.014034999999999997 0.094835000000000017 -0.0083949999999999979 0.090425000000000019 -0.074054999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -9 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00076535898522368567 0.0007699323584159513 -0.00041041986933147148 -0.00049160824763681192 -0.00042182197667068553 1.6003810845692418e-05 0.00094734966638458857 -0.00060017939560631718 0.0011357827439086102 -0.00024155915474835678 6.3741772170470412e-05
leaf_weight=0.0010092364315362904 0.0010216243109723603 0.0010330473930036223 0.0016689809401182901 0.0013001918870318282 0.001332374864024257 0.0011400612725122748 0.0010113562360374597 0.0013269572413651862 0.0012013785628332235 0.0010485514897117646
leaf_count=515 127 76 179 345 361 148 133 255 261 721
internal_value=0 6.38665e-05 0.000108201 4.0798e-05 0.0001097 0.000445455 -2.29674e-05 0.000147501 0.000481317 -0.000262225
internal_weight=0 0.0120845 0.0110515 0.0100299 0.00872966 0.00247244 0.00625722 0.00458824 0.00252834 0.00205991
internal_count=3121 2606 2530 2403 2058 509 1549 1370 516 854
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=10
num_cat=0
split_feature=484 41 150 3 151 4 2 15 3
split_gain=0.000218126 6.40699e-05 0.000101626 0.000110278 9.10434e-05 7.04796e-05 0.000110699 0.000159704 8.19162e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.067694999999999991 0.24564500000000003 0.10559 -0.016799999999999995 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00088121672238048961 0.0006328673826363503 -0.00040274878163206108 -0.00043880312091162634 -0.00040368092590909805 -0.00018631186420812988 0.00059217682432883179 -0.00040792704919096915 0.00017707356188056264 0.00091196756755718871
leaf_weight=0.0010154515004865651 0.0016701509964231484 0.0010288675590240165 0.0011643995435092489 0.0012649911723604584 0.0019314697786907593 0.0012387781149203192 0.0013763075327747586 0.0010774271243831101 0.0012711523665564957
leaf_count=515 187 144 108 287 406 230 264 901 79
internal_value=0 6.515e-05 0.000108935 0.000173815 7.986e-05 0.000168571 7.57988e-05 0.000231347 0.00057483
internal_weight=0 0.0120235 0.0109947 0.00983028 0.00816013 0.00689513 0.00565636 0.00428005 0.00234858
internal_count=3121 2606 2462 2354 2167 1880 1650 1386 980
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=10
num_cat=0
split_feature=124 151 1 3 3 47 51 49 1
split_gain=6.65376e-05 5.49142e-05 6.45525e-05 9.76045e-05 0.000179575 9.47611e-05 9.49667e-05 8.36046e-05 8.51953e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.095285000000000022 -0.083924999999999986 0.092670000000000016 0.13148500000000005 1.0000000180025095e-35 -0.028954999999999998 0.111945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -4 -9
right_child=1 2 5 4 -6 -7 -8 8 -10
leaf_value=0.00046424926383674999 -0.00042028928997792672 0.00015970050847292488 -5.6956165618370994e-06 -0.00097842761443769997 5.7315949706709721e-05 -0.00039891621838416446 -0.00019662165878305465 0.00028238956557688342 0.0010667733667571759
leaf_weight=0.0010584728427192941 0.0013542903473708493 0.0019493591567119016 0.0010467215740571634 0.0011962184022900639 0.0013930537398821885 0.0010004924687964933 0.001214370121868388 0.0010743614313062924 0.0010553098932358687
leaf_count=259 303 772 84 1078 73 48 140 177 187
internal_value=0 -4.99044e-05 6.10663e-07 -0.000171694 -0.000421187 0.000145665 0.000269755 0.000448056 0.000671073
internal_weight=0 0.0112842 0.00992989 0.00453863 0.00258927 0.00539126 0.00439076 0.00317639 0.00212967
internal_count=3121 2862 2559 1923 1151 636 588 448 364
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=11
num_cat=0
split_feature=484 13 43 43 43 133 151 4 43 51
split_gain=0.000191766 9.33099e-05 0.000159727 0.000128426 0.000177162 0.000151225 9.64791e-05 0.000216466 9.10894e-05 0.000136464
threshold=-1.0000000180025095e-35 0.25761500000000009 -0.20207499999999998 -0.090299999999999991 -0.072864999999999985 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.055925000000000009 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 9 -8
right_child=1 -3 3 4 5 6 7 -9 -10 -11
leaf_value=-0.00081131569531514645 0.00085652544698914526 -0.00049855990931851446 -0.00062507878312366557 0.00074474128748302755 -0.00069447041548723379 -0.0003021397266831229 -0.00059302239198017251 0.00087572242813521402 0.00043283614436349379 0.000314672840702906
leaf_weight=0.0010555200150256907 0.0010056375459610569 0.0010577460579360353 0.0010130772802533451 0.0014326582227790477 0.0010580422286260256 0.0017235172587672029 0.001539122425903509 0.0014558521534713573 0.001209674858682056 0.0010861920388257466
leaf_count=515 110 76 275 529 742 150 389 134 94 107
internal_value=0 5.87976e-05 0.000109956 3.85771e-05 0.000109311 -3.46212e-06 0.000100769 0.000232019 -1.23463e-05 -0.000217474
internal_weight=0 0.0125815 0.0115238 0.0105181 0.00950506 0.0080724 0.00701436 0.00529084 0.00383499 0.00262531
internal_count=3121 2606 2530 2420 2145 1616 874 724 590 496
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=9
num_cat=0
split_feature=11 43 2 13 2 43 15 16
split_gain=2.60994e-05 5.39248e-05 7.77386e-05 6.40098e-05 6.18622e-05 6.76245e-05 7.35479e-05 3.83305e-05
threshold=0.081365000000000007 -0.052894999999999991 0.096540000000000015 -0.0060599999999999994 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 -3
right_child=-2 4 -4 -5 5 -7 -8 -9
leaf_value=0.018009127748710732 -0.015322909896102931 -0.031853952798131219 0.034282680853645858 -0.014939872730873507 0.0084634950141547066 0.021054377477456133 -0.02301612705237803 -0.0044706153185263761
leaf_weight=0.0011849668278493006 0.0010119705628437283 0.0010262101586800084 0.0010539561629317254 0.0011735128109833903 0.0016604883484227834 0.0013926104956876592 0.0013420238599897753 0.0010185260370060337
leaf_count=751 178 584 378 256 203 277 246 248
internal_value=0 0.00154118 0.0117044 0.00161464 -0.00384425 0.00284085 -0.00560686 -0.0182137
internal_weight=0 0.00985229 0.00341244 0.00235848 0.00643986 0.00439512 0.00300251 0.00204474
internal_count=3121 2943 1385 1007 1558 726 449 832
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=11
num_cat=0
split_feature=124 48 2 150 4 16 2 12 47 2
split_gain=6.97468e-05 7.09253e-05 0.000125179 6.5498e-05 6.95755e-05 0.000186726 0.000105349 8.60293e-05 0.00010803 1.67515e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.10571000000000001 -0.008819999999999998 -0.0073349999999999986 0.097220000000000015 0.10345000000000001 0.092710000000000015 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -6
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=0.00048698724339029596 -0.00081967918161010079 -0.00053945362995982894 0.00056622289554903479 -0.00054137946508183636 0.00045052390119301673 -0.00031019003851117831 0.00050360311481576891 0.00065538145442818748 -0.00047064432709372454 9.8662875251744777e-05
leaf_weight=0.0010444810742892439 0.0012801612900620314 0.0010062926013678147 0.0013350303873293371 0.0010341223442639205 0.0010090996082869049 0.0012001530515314456 0.0012471242834914725 0.0010049045502391264 0.0011939870618883036 0.0010737049240228988
leaf_count=259 1034 97 313 122 289 361 177 109 108 252
internal_value=0 -4.24352e-05 5.75641e-06 -7.69837e-05 -1.70219e-05 -0.000212892 0.000104516 0.000153493 -4.22648e-07 0.000269136
internal_weight=0 0.0113846 0.0103783 0.00904326 0.00800913 0.00372744 0.00244728 0.0042817 0.00327679 0.0020828
internal_count=3121 2862 2765 2452 2330 1572 538 758 649 541
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 42 16 3
split_gain=2.95915e-05 4.64381e-05 5.60917e-05 8.02097e-05 7.54715e-05 8.48413e-05 9.883e-05 5.41097e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 0.075730000000000006 -0.010699999999999999 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.031335365951804826 0.016045301938601847 0.023002944840442359 0.0047255809737532656 -0.027296044944550277 -0.017388872215305422 -0.011322143025264223 0.042502175662199153 0.00088850188407202163
leaf_weight=0.0010257829895696144 0.0010364641666571724 0.001078778235443412 0.0018137980218083838 0.0010257527122576032 0.0013610440936883544 0.0013269919816270704 0.001120277359237626 0.0010591459482331123
leaf_count=204 169 158 607 377 247 1022 168 169
internal_value=0 -0.00172165 0.00185205 -0.0015802 0.00311165 0.00965981 0.0191493 -0.0149656
internal_weight=0 0.00981157 0.00772664 0.00664786 0.00562211 0.00426107 0.00293408 0.00208493
internal_count=3121 2952 2579 2421 2044 1797 775 373
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=9
num_cat=0
split_feature=2 160 52 4 13 48 1 13
split_gain=2.9103e-05 4.28168e-05 7.65485e-05 7.33115e-05 6.85793e-05 6.87937e-05 6.93478e-05 3.84874e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.049749999999999996 0.27044500000000005 -0.084034999999999985 0.091545000000000015 0.086560000000000012 -0.39067499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=0.013969097243630791 0.0066811796625084229 -0.0010705926192872588 -0.03016064284300457 0.026497914335002107 -0.0011491134224342293 0.012239527241327649 -0.031301978988786838 0.026372438390098257
leaf_weight=0.0013071478464878892 0.001011051113842916 0.0010191813656758586 0.001275378097315878 0.0010326916425826707 0.0014238781339385061 0.0010610976398884326 0.001642686364568712 0.0010249906027765847
leaf_count=199 207 64 723 191 793 140 430 374
internal_value=0 -0.00194658 -0.0138693 0.00183723 -0.00228908 -0.00970724 -0.0173013 0.0126899
internal_weight=0 0.00949095 0.00228643 0.00720453 0.00617183 0.00412766 0.00306656 0.00204417
internal_count=3121 2922 930 1992 1801 1363 1223 438
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=8
num_cat=0
split_feature=1 42 51 2 13 4 15
split_gain=2.98576e-05 7.74838e-05 5.195e-05 6.28919e-05 0.00011069 0.000119113 0.000174135
threshold=0.12500000000000003 0.092620000000000022 -0.076794999999999988 0.11144000000000001 -0.13710499999999998 -0.083854999999999985 -0.091604999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.019481706692348427 0.011308199376688649 -0.027943742550786067 -0.030722946971729195 0.022114082097017103 0.032763146906344437 0.014579371896602814 -0.035046397323108193
leaf_weight=0.0010712211959272352 0.0019128412055514294 0.0010520395204738605 0.0010097486718802645 0.0015212399002193684 0.0012006750705154234 0.0018360167955515756 0.001149951078246179
leaf_count=418 279 548 68 183 400 344 881
internal_value=0 -0.00247085 0.000969767 0.00423104 -0.0010042 0.00616346 -0.00453242
internal_weight=0 0.00884089 0.00778885 0.00671763 0.00519639 0.00418664 0.00298597
internal_count=3121 2842 2294 1876 1693 1625 1225
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=7
num_cat=0
split_feature=48 13 49 1 2 3
split_gain=3.03355e-05 5.49373e-05 9.02476e-05 0.000107109 7.15284e-05 3.90131e-05
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.111945 0.11293500000000002 -0.034684999999999994
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.015685024173767138 -0.0016194982652233594 -0.026403520778281987 -0.023081762536377576 0.018786697462722657 0.031184395252216463 -0.00025015849451686349
leaf_weight=0.0011030657079029458 0.0019654492144475259 0.0017459707198472464 0.0014959904269448692 0.0018817604292257891 0.0010043786812310449 0.0014976401844690075
leaf_count=180 723 257 1351 240 154 216
internal_value=0 -0.00182611 -0.00689472 9.17507e-05 0.00947459 -0.0116597
internal_weight=0 0.00959119 0.00662136 0.00487539 0.00296983 0.00299363
internal_count=3121 2941 2064 1807 877 1567
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=11
num_cat=0
split_feature=124 48 48 51 484 1 47 13 2 2
split_gain=6.82077e-05 7.09658e-05 0.00010996 0.00010375 7.53388e-05 7.40063e-05 6.5626e-05 9.81896e-05 0.000119931 0.00012588
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 0.12811000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.10584500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.00048313334654938767 -8.6456760235954457e-05 -0.00054409339430968619 0.00060857311827569669 -0.00064313425017365757 0.00049386764677882141 0.00036302743467596924 -0.00059647959134622233 -0.00051847481895005946 -0.00041212967233211463 0.0008124863486316399
leaf_weight=0.0010181276234787614 0.0012069250016269813 0.0010049980769018555 0.0010331938907413131 0.0010599788491485193 0.0010701545766050886 0.0012837702442821354 0.0010673872893189381 0.0013080430172713597 0.0011438125556693006 0.0011887929069069668
leaf_count=259 867 97 209 270 286 95 172 362 200 304
internal_value=0 -4.66188e-05 1.63036e-06 -6.559e-05 8.44473e-06 -6.37176e-05 -0.000156337 -5.94226e-05 0.000110221 0.000359613
internal_weight=0 0.0113671 0.0103621 0.00932886 0.00826889 0.00719873 0.00591496 0.00484757 0.00353953 0.00239572
internal_count=3121 2862 2765 2556 2286 2000 1905 1733 1371 1171
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=7
num_cat=0
split_feature=42 160 16 43 16 0
split_gain=2.50568e-05 4.63955e-05 8.65795e-05 6.10052e-05 3.35261e-05 6.75099e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0064149999999999997 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.011428630471672419 -0.031814853592644271 0.022231594735510618 0.0089753129592579986 -0.0087633267367251654 -0.011142091177137686 0.01878851482069184
leaf_weight=0.0016315517702599038 0.0010229362233767194 0.0017295649093993009 0.0010591333193333058 0.0016561927912498995 0.0016663203004929077 0.001920714367425768
leaf_count=862 537 482 291 114 322 513
internal_value=0 0.00203424 -0.0110652 0.00594572 0.000573563 0.00603136
internal_weight=0 0.00905486 0.00208207 0.00697279 0.00524323 0.00357691
internal_count=3121 2259 828 1431 949 627
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=8
num_cat=0
split_feature=48 52 12 43 13 16 2
split_gain=2.43664e-05 4.90724e-05 9.50563e-05 8.1301e-05 0.000103685 0.00010084 7.02136e-05
threshold=-0.032929999999999994 -0.081429999999999989 0.095330000000000012 -0.086909999999999987 -0.083364999999999981 -0.074319999999999983 0.088930000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.014118017880414883 -0.0060706644763812755 -0.023628164599892278 -0.025518346144806532 0.029871447496936467 -0.021381479012724483 0.015171765248149484 0.02897329198657151
leaf_weight=0.0010939702451913782 0.0011643143655133672 0.00108171973602112 0.0018097137604793376 0.0013635268550558637 0.0015301291267774038 0.0014892719890781776 0.0011233604128361651
leaf_count=180 283 288 476 627 519 321 427
internal_value=0 -0.00163686 -0.00565424 0.000924109 0.00698368 -0.00335217 0.0111376
internal_weight=0 0.00956204 0.00727436 0.00546465 0.00438293 0.0030194 0.00228767
internal_count=3121 2941 2231 1755 1467 840 710
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=9
num_cat=0
split_feature=50 484 3 1 43 43 48 4
split_gain=2.15939e-05 3.33383e-05 3.74769e-05 7.05995e-05 6.16478e-05 6.89756e-05 4.75643e-05 3.17461e-05
threshold=0.083090000000000011 0.085515000000000022 0.11296500000000002 0.12811000000000003 -0.00067499999999999993 -0.14968999999999996 0.085130000000000025 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=0.0051825830775798351 -0.013733438777604435 0.018688466994290217 -0.012697626213083686 0.027522996037754058 0.0047596672881337282 -0.028474198067711468 -0.0087763265649217596 0.02969218787005027
leaf_weight=0.0011153145800926556 0.0010356771194059066 0.0010059783848443441 0.0019601836790441021 0.0010001266932640153 0.0010417906096293946 0.0013410575259383661 0.0011042880804387591 0.0010017597843167553
leaf_count=175 597 297 171 106 397 1139 117 122
internal_value=0 0.00146733 -0.000555443 0.00304839 -0.00131935 -0.0131924 0.00794559 0.0169817
internal_weight=0 0.0095705 0.00856452 0.00660434 0.00560421 0.00245637 0.00314784 0.00204355
internal_count=3121 2524 2227 2056 1950 1314 636 519
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=8
num_cat=0
split_feature=376 43 3 43 43 3 2
split_gain=2.19641e-05 5.45608e-05 4.68976e-05 9.4753e-05 6.73465e-05 7.40921e-05 9.90442e-05
threshold=0.048375000000000008 0.084740000000000024 -0.10519499999999998 -0.13868499999999997 -0.067899999999999974 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.010065169187630049 0.013517696127691348 -0.020742714076306949 0.013295373243133755 0.029961351098340791 -0.030028322029177951 0.02109274416371143 -0.017169160100799573
leaf_weight=0.0010212967564639033 0.0010771861460045452 0.0012812864601193371 0.0016973070768051494 0.0014050978956856412 0.0013079806318819333 0.0011628520348870366 0.0016177390507253831
leaf_count=148 166 321 1037 203 938 150 158
internal_value=0 -0.00155009 0.00144436 0.0131137 -0.00344937 -0.0104007 -0.00116791
internal_weight=0 0.00949356 0.00821227 0.00242639 0.00578588 0.00408857 0.00278059
internal_count=3121 2955 2634 351 2283 1246 308
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 0 12
split_gain=2.37142e-05 5.05773e-05 0.000107976 8.60458e-05 0.000105273 6.2498e-05 5.03715e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10542000000000001 -0.10836499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.034400632208215744 -0.014083709372672677 -0.0074801692249364593 0.032945158136399019 0.0064290932549805535 0.031560269500898235 -0.0042974265197725809 -0.021674954703956903
leaf_weight=0.0011295102309253683 0.001075452593699954 0.0012839992223150354 0.0013611594576564221 0.0016971034581369595 0.0011872027154148247 0.0017710695176295828 0.0010216746309368841
leaf_count=177 199 79 479 294 72 709 1112
internal_value=0 0.00158772 0.0133221 -0.00297248 0.0067165 -0.0160199 -0.00413197
internal_weight=0 0.00945172 0.00264516 0.00680656 0.00390598 0.00290058 0.00271878
internal_count=3121 2922 558 2364 1478 886 1406
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=8
num_cat=0
split_feature=1 0 4 15 3 2 4
split_gain=2.5341e-05 6.59031e-05 4.42874e-05 9.64099e-05 8.88632e-05 0.00010675 3.99291e-05
threshold=0.077565000000000009 0.062580000000000011 -0.034939999999999992 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.25615500000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.024600379415755259 -0.012985372855703965 0.0055897038900189055 0.0088705312626530287 0.034271889144771542 -0.018612924898244163 0.034179540913882429 -0.017604078339447295
leaf_weight=0.0013082365225775671 0.0014028663489467977 0.0016165182659096562 0.0013129716741008383 0.0010517339222609785 0.0015878132399110879 0.0011945202039868449 0.0010062966046958577
leaf_count=1565 602 71 244 140 186 225 88
internal_value=0 -0.00791426 0.0030484 0.00670385 0.00102049 0.00989245 -0.00261641
internal_weight=0 0.00292475 0.0075562 0.00615334 0.0051016 0.00351379 0.00231927
internal_count=3121 1636 1485 883 743 557 332
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=8
num_cat=0
split_feature=11 43 2 43 15 15 0
split_gain=2.23683e-05 4.19992e-05 6.35743e-05 6.04205e-05 7.62445e-05 5.30529e-05 5.3391e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.053579999999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.029045925480224829 -0.013705169189864195 -0.018479003723517309 0.0099933349793582312 0.021388543958922538 -0.022539009608022513 -0.013655210429388566 0.017706654200614975
leaf_weight=0.0010656493607093661 0.0010699232967280913 0.001904301028596761 0.0016194150567821427 0.0013078056779754666 0.0012976928846940234 0.0011012439292231988 0.0010705150649051366
leaf_count=650 199 827 203 276 244 633 89
internal_value=0 0.00155738 -0.00330921 0.00352829 -0.00447887 0.0107711 0.00180385
internal_weight=0 0.00936662 0.00612921 0.00422491 0.00291711 0.00323741 0.00217176
internal_count=3121 2922 1550 723 447 1372 722
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=11
num_cat=0
split_feature=13 43 16 159 160 4 0 151 4 16
split_gain=6.31195e-05 0.000129105 0.000140346 8.07924e-05 0.000175268 9.34222e-05 6.71955e-05 0.000111983 6.69679e-05 5.18308e-05
threshold=0.25761500000000009 -0.16318499999999997 0.22339500000000004 0.076905000000000015 -1.0000000180025095e-35 -0.0024449999999999997 -0.10151999999999999 -0.0083949999999999979 0.16173500000000005 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -7 -9 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.00072265965068682946 -0.00045783764911063661 -0.00067697824907361401 -0.00061492118489966626 0.00047483525965221802 0.00078519521724048703 -0.00040352913771682462 -0.00046465345714077737 2.6826755244629484e-05 0.00072717290268445745 0.0001586934260799612
leaf_weight=0.0010000996243154136 0.001027020984646688 0.001271866279781036 0.001310454042647618 0.001577603006539717 0.0010003068669764735 0.001112734004190763 0.0010861764335658303 0.0010847855152925079 0.0010171115081977558 0.0010309334691648419
leaf_count=137 94 626 403 420 602 81 253 71 86 348
internal_value=0 4.95142e-05 -1.46503e-05 7.10248e-05 -1.27548e-05 0.000120662 -4.3015e-05 9.94505e-05 0.000365725 0.000467221
internal_weight=0 0.0114921 0.010492 0.00918152 0.00760391 0.00633205 0.00430081 0.00321463 0.0021019 0.00203124
internal_count=3121 3027 2890 2487 2067 1441 491 238 157 950
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=10
num_cat=0
split_feature=47 47 474 160 49 52 0 15 16
split_gain=5.07756e-05 6.59756e-05 6.45702e-05 8.54701e-05 8.34367e-05 0.000114839 0.000165468 0.000111836 0.000170713
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 -0.081404999999999991 0.10347000000000002 0.10455500000000001 -0.095869999999999983 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00050033228619495297 -0.00041863561418813518 0.00047580643025471939 0.00045551313219277067 0.0004677332545265503 -0.00041211281279974929 0.00050330028021337739 -0.00091317866309124018 0.0007280702049571496 -0.0003184897555394643
leaf_weight=0.0014655366425559571 0.0010237871656060523 0.0011812360379739534 0.0010108441288024022 0.0013062210569415745 0.0016924035595016328 0.0010800317721440071 0.0010057337747436113 0.0012993875274926998 0.0011120983591488959
leaf_count=655 65 187 328 167 305 149 93 765 407
internal_value=0 3.76347e-05 -1.42677e-05 -6.72589e-05 1.74124e-05 -7.76202e-05 -0.000200411 -2.57336e-05 0.000245431
internal_weight=0 0.0111535 0.00997226 0.00896141 0.00749588 0.00618965 0.00510962 0.00410389 0.00241149
internal_count=3121 3056 2869 2541 1886 1719 1570 1477 1172
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=10
num_cat=0
split_feature=124 151 48 51 1 0 13 13 0
split_gain=6.38763e-05 6.01168e-05 7.1568e-05 0.000115518 7.03965e-05 0.000112549 0.000103088 6.60517e-05 4.3765e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.092475000000000016 0.087505000000000013 0.111945 -0.14794999999999997 0.10591500000000001 -0.084034999999999985 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7 -9
right_child=1 2 -4 -5 6 7 -8 8 -10
leaf_value=0.0004557846176961099 -0.00043360556172640486 -0.00069713524704538956 0.00037087941103820923 -0.00069089496070849307 0.00075847228077098356 0.00030809142433576301 -8.4647845054517713e-05 9.1213898055455327e-05 -0.00047227271982358722
leaf_weight=0.0010605700538738458 0.0013632997993140014 0.0010115867191233842 0.0017067936422025557 0.0010114515765798603 0.0010366948558362121 0.0018355849935778024 0.0012063771966279446 0.0010258772143563284 0.0010961741549954987
leaf_count=259 303 105 247 278 196 436 38 1043 216
internal_value=0 -4.75076e-05 5.49731e-06 -7.03357e-05 1.66914e-05 -0.000113459 0.000305022 3.57307e-05 -0.000199863
internal_weight=0 0.0112938 0.00993054 0.00822375 0.0072123 0.00496922 0.00224307 0.00395764 0.00212205
internal_count=3121 2862 2559 2312 2034 1800 234 1695 1259
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=9
num_cat=0
split_feature=47 1 42 16 2 12 16 3
split_gain=6.4142e-05 6.85138e-05 7.60138e-05 6.76178e-05 9.32473e-05 4.80255e-05 9.49653e-05 2.5835e-05
threshold=0.13148500000000005 0.094385000000000011 0.086375000000000021 -0.5315899999999999 0.11215000000000001 0.090840000000000018 -0.083539999999999989 -0.026224999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=0.00014544428430994998 -0.00048619944169552004 -0.00038185342214311986 0.00059768915567599552 0.00048760521517123798 -0.00017613882202275097 0.00012829907091811522 -0.00031010939178763975 -0.00073931348971592635
leaf_weight=0.0013543524323326906 0.001003608983450502 0.0010264966380644225 0.0013041824156370943 0.0018420014460475117 0.0014577679562343751 0.0018562078108989534 0.0011193410246223663 0.0010403040128091972
leaf_count=509 65 67 304 327 186 749 764 150
internal_value=0 3.16188e-05 0.000182743 5.76545e-05 0.000194377 -0.000126829 -0.000261596 -0.000516858
internal_weight=0 0.0110007 0.00563045 0.00432627 0.00329977 0.00537021 0.003514 0.00215965
internal_count=3121 3056 884 580 513 2172 1423 914
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=10
num_cat=0
split_feature=48 16 11 15 2 4 52 16 2
split_gain=7.50376e-05 0.000133412 9.47369e-05 0.000107365 0.000124292 0.000136216 6.91505e-05 0.000125971 0.000149935
threshold=0.12474000000000002 -0.48836499999999994 1.0000000180025095e-35 -0.11713499999999999 0.10855000000000002 -0.42529999999999996 -0.088204999999999992 -0.010699999999999999 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 8 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=0.00051279105148998954 -0.00051348326207219762 -0.00056025690481308922 -0.00062356210906702844 -0.00067784427758491928 0.00065116071633234394 -0.00024537379830664031 0.0004806453774831652 0.0008425824712724884 -0.00039491304738285669
leaf_weight=0.0019079817184344981 0.0010320113915482125 0.0011092477984382546 0.0010063292241778215 0.0010149474375083546 0.0012773255206954678 0.001572652767962833 0.0014918867737937708 0.0010002619777342552 0.0015161308870442116
leaf_count=251 102 282 192 100 298 350 460 308 778
internal_value=0 3.76939e-05 -5.30556e-05 1.08599e-05 9.13239e-05 -1.70913e-05 0.000103073 0.000239787 3.93377e-05
internal_weight=0 0.0118968 0.00998878 0.00898245 0.00787321 0.00659588 0.00558093 0.00400828 0.00300802
internal_count=3121 3019 2768 2576 2294 1996 1896 1546 1238
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=12
num_cat=0
split_feature=14 124 40 48 2 0 3 151 160 16 4
split_gain=0.000283641 0.000129075 0.000106263 0.00016011 0.000189201 8.33003e-05 0.000152469 0.000112802 0.000124043 0.00014383 4.50443e-05
threshold=0.023790000000000002 -0.043384999999999993 -0.041534999999999996 0.12230500000000001 0.116525 0.12113000000000002 -0.13927999999999999 -0.0083949999999999979 -1.0000000180025095e-35 -0.15012499999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 -10 -11
right_child=-2 2 3 -5 -6 -7 7 8 9 10 -12
leaf_value=0.00073447669405271869 -0.00099877744118269081 -0.0005893113014434039 0.0008028075610660466 -0.00065875095399875743 0.0008907288450922087 -0.00041683640883962781 -0.0004802194282702656 -0.00040261338267612296 0.0008645721919573854 -0.00021112615596131758 0.00033873964465253368
leaf_weight=0.0010627116579156283 0.0010109538269975427 0.0010035208879200152 0.0011096354204454002 0.0010248897667636892 0.0011833909469956489 0.0012354353109789995 0.0013812725771560437 0.0011532529722746935 0.0012770963173432742 0.0012338512498347052 0.0010690539087335671
leaf_count=252 113 122 102 76 247 103 326 549 82 1020 129
internal_value=0 8.02631e-05 2.06952e-05 7.80782e-05 0.000156391 5.36663e-05 0.000134129 1.27803e-05 0.000156649 0.000336808 4.41324e-05
internal_weight=0 0.0127341 0.0116714 0.0106679 0.00964299 0.0084596 0.00722416 0.00611453 0.00473325 0.00358 0.00230291
internal_count=3121 3008 2756 2634 2558 2311 2208 2106 1780 1231 1149
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=9
num_cat=0
split_feature=4 0 1 47 15 48 15 1
split_gain=2.85406e-05 3.93149e-05 6.96417e-05 4.73999e-05 7.40104e-05 9.4996e-05 0.000113802 5.18977e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 0.086380000000000012 1.0000000180025095e-35 0.086035000000000014 -0.43375999999999998 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.016074204652031635 -0.022458606617126512 0.01896689887821057 0.00020941822664803192 -0.020749863402925155 -0.014736545885113439 -0.0093173349229494339 0.042653572305425602 0.0087810189242938756
leaf_weight=0.0010026838736475882 0.001253784102849982 0.0011543135558068482 0.001050374575445551 0.0014073826546116856 0.0010381891417312284 0.0010941300272116119 0.0015848494146737783 0.0010311072184844951
leaf_count=156 1540 114 153 218 412 155 304 69
internal_value=0 0.00165511 -0.000707026 0.00307755 0.0088779 0.0154518 0.0257357 -0.00826283
internal_weight=0 0.00961413 0.00845982 0.00720603 0.00476754 0.00372935 0.00263522 0.00243849
internal_count=3121 2965 2851 1311 1024 612 457 287
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=9
num_cat=0
split_feature=124 151 4 16 48 52 1 2
split_gain=7.7451e-05 6.39682e-05 0.000113931 0.000101466 7.02302e-05 8.61554e-05 6.17203e-05 3.98769e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.092399999999999982 0.111945 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 -7
right_child=1 2 6 4 -6 7 -8 -9
leaf_value=0.00050825697625245605 -0.00045536929742265818 -0.0006290686551885102 -5.0238268654578709e-06 -0.00059799658918861754 0.00037882407611876948 0.00029950338225074317 0.00056376340528530532 -0.00015010103268177171
leaf_weight=0.0010340366581071568 0.0013354436030300837 0.0013042851280879687 0.0012791594315840736 0.0011643613846452502 0.0012937080124746795 0.0012431307153072031 0.0017193943641129062 0.0019452240839150647
leaf_count=259 303 323 123 389 187 514 190 833
internal_value=0 -5.24209e-05 1.66502e-06 -0.00013615 -2.22893e-05 -0.000141508 0.000321123 2.51985e-05
internal_weight=0 0.0112847 0.00994926 0.00695071 0.00564642 0.00435272 0.00299855 0.00318835
internal_count=3121 2862 2559 2246 1923 1736 313 1347
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=9
num_cat=0
split_feature=1 2 13 0 4 3 43 4
split_gain=2.40482e-05 3.92524e-05 5.67729e-05 4.72106e-05 3.8697e-05 0.000144203 4.73306e-05 3.37507e-05
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.091054999999999983 -0.071924999999999989 -0.076779999999999987 0.076840000000000006 0.070450000000000013 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=4 -2 -3 7 6 -6 -1 -4
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.0078304203121553999 0.021163166433894293 0.021182188301065066 0.013829251951267963 -0.021679533599167716 -0.042729145023158617 0.0091246404874161472 0.019911453434769185 -0.0093609021587096192
leaf_weight=0.0015862162584991167 0.0011138737061105637 0.0010215203215797595 0.0012712462238091775 0.0012078542396020621 0.0010107461363561623 0.001142552141386588 0.0010044163340216438 0.0012395130567509588
leaf_count=817 159 174 211 281 1206 77 78 118
internal_value=0 0.00427106 0.000301625 -0.00543436 -0.00530874 -0.0152152 0.0029254 0.00238072
internal_weight=0 0.00585401 0.00474013 0.00371861 0.00474393 0.0021533 0.00259063 0.00251076
internal_count=3121 943 784 610 2178 1283 895 329
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=9
num_cat=0
split_feature=4 133 15 15 43 3 2 16
split_gain=2.39042e-05 3.47863e-05 4.3356e-05 5.97121e-05 8.4281e-05 6.29659e-05 5.96409e-05 8.43724e-05
threshold=-0.49405499999999997 0.083950000000000011 0.079055000000000014 -0.016799999999999995 -0.079329999999999984 0.12178000000000001 0.098035000000000011 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.014719438337661565 -0.029393496287845849 0.018863339493410125 -0.020002272370644975 0.017043925134759559 -0.017739925478020346 -0.018697167200403753 0.029568174720983737 0.019251709905682344
leaf_weight=0.0010011460814447698 0.0010094462503671912 0.0010318491557388476 0.0010125286187420831 0.0019604995416105013 0.0012369065629253698 0.0010669201606764815 0.001008208894947312 0.0012294575042950079
leaf_count=156 256 990 781 235 140 144 219 200
internal_value=0 0.00152198 -0.000577241 0.00204122 -0.00325749 0.00255181 0.00907663 0.00070003
internal_weight=0 0.00955582 0.00852397 0.00751144 0.00555094 0.00454149 0.00347457 0.00246636
internal_count=3121 2965 1975 1194 959 703 559 340
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=7
num_cat=0
split_feature=151 4 2 52 4 16
split_gain=2.1985e-05 7.159e-05 4.96333e-05 8.58782e-05 5.71563e-05 4.64646e-05
threshold=-0.083274999999999988 0.27287000000000006 0.10097500000000002 -0.088204999999999992 -0.0029599999999999995 -0.071359999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.012089790088602809 -0.020119335220057117 0.020175978089743477 -0.030533887804032395 0.023494157286480806 -0.0011721372549446168 -0.0028742987795563348
leaf_weight=0.0013190272409863433 0.0011875536609002955 0.0017100282708280403 0.0010087643611444528 0.0018147574414989201 0.0019475837985830757 0.0015262150203502734
leaf_count=369 321 309 172 1183 375 392
internal_value=0 0.00171549 -0.00250208 0.00332544 0.0107256 -0.0138811
internal_weight=0 0.0091949 0.00748487 0.00494989 0.00376234 0.00253498
internal_count=3121 2752 2443 1879 1558 564
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=9
num_cat=0
split_feature=124 50 151 48 4 1 1 0
split_gain=5.46021e-05 8.04308e-05 5.95899e-05 8.74866e-05 0.000108867 0.000118941 0.000114872 6.58735e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.092475000000000016 0.071150000000000005 0.111945 0.089175000000000018 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.00043012579592722637 -0.00037130891750596795 -0.0005481640942807893 0.0003120897567740869 0.0005243182264916545 -0.00025530007248294486 0.0005650043789993275 -0.00069801094048602922 -0.00025738764724860875
leaf_weight=0.0010359747446148102 0.0013411192296286087 0.0010834552622081073 0.0014039269020901281 0.0013874858922547605 0.0010458089261879966 0.0019406257286702271 0.0012947350965382323 0.0017598785525809865
leaf_count=259 239 579 1092 179 184 172 311 106
internal_value=0 -4.02849e-05 1.38027e-05 7.22779e-05 -1.19667e-05 0.000277745 -0.000206022 -4.68417e-06
internal_weight=0 0.011257 0.0101736 0.00883246 0.00744498 0.00298643 0.00445854 0.00316381
internal_count=3121 2862 2283 2044 1865 356 1509 1198
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=8
num_cat=0
split_feature=159 51 43 13 3 2 3
split_gain=2.57129e-05 5.21237e-05 4.28305e-05 6.22574e-05 4.89622e-05 6.09975e-05 0.00011928
threshold=-0.032739999999999991 0.092235000000000011 -0.072864999999999985 -0.0060599999999999994 -0.11255999999999998 0.10613000000000002 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.015262736791115963 0.023491748407506903 0.022391795051757257 0.0089214458442688892 -0.0051599856222330834 -0.027104713958843524 -0.027976447465225214 0.017911059391523959
leaf_weight=0.0010007966922891661 0.001444282680036798 0.0010690210388696565 0.0015062922157473299 0.0015969133659158893 0.0010689361880956288 0.0015172110864117407 0.0013099772030322268
leaf_count=421 660 244 181 313 901 280 121
internal_value=0 0.0015882 -0.00104568 0.0084469 -0.00638936 -0.0123087 -0.00231624
internal_weight=0 0.00951263 0.00844361 0.0030412 0.00540242 0.00389612 0.00237891
internal_count=3121 2700 2456 973 1483 1302 1022
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=8
num_cat=0
split_feature=11 43 2 150 43 15 0
split_gain=2.73335e-05 4.51593e-05 5.78901e-05 5.48884e-05 8.58548e-05 4.65908e-05 4.72933e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.081835000000000019 0.05259500000000001 -0.053579999999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.028382084316126668 -0.01510174036366916 -0.017765450394468304 -0.016151967674236861 0.022671917152060989 0.01799482126884434 -0.011694000335580285 0.017723621020618707
leaf_weight=0.001066160080105562 0.0010773980663140318 0.0019129305243283639 0.0019815176941425385 0.0010784047012480369 0.0011717196913401651 0.0011027382237311226 0.001083404749328913
leaf_count=650 199 827 386 117 220 633 89
internal_value=0 0.00171453 -0.00332897 0.0031971 -0.00346327 0.0112432 0.00288473
internal_weight=0 0.00939688 0.00614457 0.00423164 0.00315324 0.0032523 0.00218614
internal_count=3121 2922 1550 723 606 1372 722
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=7
num_cat=0
split_feature=1 3 3 16 3 3
split_gain=3.04758e-05 4.53601e-05 8.5913e-05 4.57013e-05 2.7853e-05 9.20556e-05
threshold=0.094825000000000007 -0.13309499999999996 0.083060000000000009 -0.061854999999999993 -0.083924999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.0031999440754436372 -0.012043298328627371 0.025110817871744691 0.0085298266095344029 -0.018912587401529415 -0.03109124898558276 0.0054120879563396441
leaf_weight=0.0019435503406896198 0.001240359014470005 0.0019835300927004036 0.0014774379007987783 0.001029868143020557 0.001350808506422625 0.0014140464519476481
leaf_count=927 165 471 186 103 1179 90
internal_value=0 0.00488465 0.00956011 -0.00274206 -0.0059736 -0.0124221
internal_weight=0 0.0057312 0.00449084 0.00250731 0.00470841 0.00276485
internal_count=3121 925 760 289 2196 1269
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=10
num_cat=0
split_feature=124 50 151 4 16 48 16 1 16
split_gain=5.9517e-05 5.99626e-05 6.45604e-05 0.00011472 0.00021059 0.000109224 9.31587e-05 8.91596e-05 7.40598e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.181285 -0.094359999999999986 0.091220000000000009 0.16703000000000004 0.111945 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -5 -6
right_child=1 -3 3 7 5 -7 -8 -9 -10
leaf_value=0.00045359325906930455 -0.00040466695204469577 -0.00048771805164041384 -0.00087213616380981253 -1.7810238857888417e-06 -0.00013096842390376961 0.00066270591175969582 -0.00036190008856989796 0.00072829178156546897 0.00061289121133362623
leaf_weight=0.0010034666849224319 0.0013067630768270099 0.0010637573663576745 0.001074814486121266 0.0011488689850059118 0.0010525748602915634 0.0010036018516237158 0.0019939876218222296 0.0014609495786251474 0.0010067976134325181
leaf_count=259 239 579 216 119 792 148 362 175 232
internal_value=0 -4.503e-05 1.83462e-06 6.26017e-05 -8.39419e-05 8.35822e-05 -5.98074e-05 0.000406906 0.000232694
internal_weight=0 0.0111121 0.0100484 0.00874159 0.00613178 0.00505696 0.00405336 0.00260982 0.00205937
internal_count=3121 2862 2283 2044 1750 1534 1386 294 1024
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=8
num_cat=0
split_feature=1 2 4 47 1 3 49
split_gain=2.61047e-05 3.62416e-05 3.46488e-05 5.99993e-05 0.00010836 4.37284e-05 3.33942e-05
threshold=0.077565000000000009 0.096540000000000015 0.0061450000000000003 0.092530000000000015 0.10723500000000001 -0.077774999999999983 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -2
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.022217810869681744 -0.020074248504050402 0.00072750641887709354 0.042575063467585432 -0.0071038775140160621 -0.011526157111708858 0.016438129599472766 0.0033652295939597433
leaf_weight=0.0011148979567966167 0.0010535134188336698 0.0017992965816022429 0.0010369599655952735 0.0017470402893043531 0.0010405462012515192 0.0012087818383725922 0.0014367448197737942
leaf_count=1190 238 446 105 175 81 222 664
internal_value=0 -0.0080508 0.00309706 0.00787044 0.015831 0.00350176 -0.00655093
internal_weight=0 0.00291419 0.00752359 0.00503333 0.00328629 0.00224933 0.00249026
internal_count=3121 1636 1485 583 408 303 902
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=11
num_cat=0
split_feature=484 43 42 40 4 150 47 13 0 52
split_gain=0.000343102 0.000163262 0.000138697 0.000226801 8.92209e-05 9.02453e-05 0.000113264 0.00015628 0.000139554 0.000105643
threshold=-0.0068949999999999992 0.16180500000000003 -0.098769999999999983 -0.026419999999999996 -0.27825499999999997 0.11456000000000001 0.092530000000000015 -0.033284999999999988 -0.079829999999999998 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 -9
right_child=1 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0011034883376459326 -0.00053418229290220511 -0.00067725174844552737 0.0010330674229285289 -0.00032017735121146577 -5.284034572407635e-05 -0.00030152091085914299 -0.00023138348617859062 -5.203612188909463e-05 0.0012675481004615025 0.00074633190301350255
leaf_weight=0.0010152347744176267 0.0010495004353855844 0.0010056150756404128 0.0011557836018406637 0.0015320253579377283 0.0018655750079496982 0.0011909385116559822 0.0013225461156527599 0.0011083694880674477 0.0010031924792409963 0.0014991010035449999
leaf_count=503 178 202 259 175 910 94 161 88 197 354
internal_value=0 8.09623e-05 0.000145981 0.000212834 0.000113271 0.000196385 0.000283603 0.000407975 0.000646071 0.000406966
internal_weight=0 0.0127326 0.011727 0.0106775 0.00952175 0.00798972 0.00679878 0.00547624 0.00361066 0.00260747
internal_count=3121 2618 2416 2238 1979 1804 1710 1549 639 442
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=8
num_cat=0
split_feature=50 484 49 16 0 52 0
split_gain=2.4447e-05 3.04997e-05 2.89565e-05 4.43267e-05 7.60209e-05 6.73456e-05 8.98522e-05
threshold=0.083090000000000011 0.084040000000000017 -0.081404999999999991 -0.094359999999999986 -0.15350499999999997 -0.080979999999999983 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=0.013770940225149379 -0.014636117571956526 0.017652472747635511 -0.033130910995909833 -0.017122461505103225 0.00029678560585286531 0.0336842780280572 -0.0015941358663330006
leaf_weight=0.0012256968298809271 0.0010310083445592986 0.0010495746979928876 0.0010991007712457534 0.001146161938312447 0.0017855905013744872 0.0011338123202103523 0.0019874964450295627
leaf_count=197 597 322 116 477 386 392 634
internal_value=0 0.00158267 -0.000430549 -0.00286432 -0.0124396 0.00360827 0.0112207
internal_weight=0 0.00942743 0.00837786 0.00715216 0.00288469 0.00426747 0.00312131
internal_count=3121 2524 2202 2005 502 1503 1026
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=8
num_cat=0
split_feature=1 3 3 16 4 133 52
split_gain=2.79324e-05 3.38748e-05 6.96344e-05 4.10047e-05 3.13029e-05 3.74314e-05 6.14529e-05
threshold=0.094825000000000007 -0.13309499999999996 0.083060000000000009 -0.061854999999999993 -0.0016099999999999997 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.011741066134321514 -0.0099653555951097778 0.022739744580238051 0.00834564363661419 -0.01765234108662888 -0.019676686419637462 -0.015203072917592054 0.021183223720847317
leaf_weight=0.0010207694738943209 0.0012379982407554327 0.0019792398998895438 0.0014737595196664026 0.0010311394051181477 0.0011983167360691523 0.0012078796314382136 0.0012750017097200202
leaf_count=284 165 471 186 103 529 727 656
internal_value=0 0.00467793 0.00872071 -0.0023564 -0.00572498 -0.000953222 0.00654409
internal_weight=0 0.00572214 0.00448414 0.0025049 0.00470197 0.00350365 0.00229577
internal_count=3121 925 760 289 2196 1667 940
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=10
num_cat=0
split_feature=48 2 47 42 160 0 4 4 3
split_gain=4.6595e-05 0.000145159 5.68275e-05 8.49793e-05 0.000109492 9.8697e-05 0.000113796 0.000128554 6.98872e-05
threshold=0.12230500000000001 0.11510000000000002 0.11170500000000001 -1.0000000180025095e-35 -0.082299999999999984 0.0059850000000000016 0.181285 -0.0016099999999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.0006217360261006027 -0.00041211731652450933 0.00059078668248690926 0.00037467475983384089 -0.00063575403179829315 0.00036547548051881639 -0.00066321874780949188 0.00071243789731634634 -0.00043923132100920066 6.2291221142884214e-05
leaf_weight=0.0010995050319189603 0.0010043065710937217 0.0015250906901310242 0.0010298893404865365 0.0010169163543291499 0.0017737064516742485 0.0010188277409639568 0.001286552666906604 0.0013397854291862809 0.0010230619561401233
leaf_count=755 108 380 82 456 799 100 124 229 88
internal_value=0 2.88975e-05 -6.04757e-05 -0.00011284 -3.78245e-05 5.6564e-05 0.000221898 1.91973e-05 -0.000299712
internal_weight=0 0.0111133 0.00958824 0.00855836 0.00745885 0.00644193 0.00440004 0.00311349 0.00204189
internal_count=3121 3013 2633 2551 1796 1340 1152 1028 188
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=9
num_cat=0
split_feature=124 3 43 3 43 4 47 52
split_gain=5.99244e-05 6.03482e-05 8.6729e-05 9.42901e-05 0.000151169 0.000130039 7.49288e-05 0.000126358
threshold=-0.043384999999999993 0.13524500000000003 0.084740000000000024 -0.083924999999999986 -0.092909999999999979 -0.010024999999999997 0.092710000000000015 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7
right_child=1 -3 -4 5 -6 6 -8 -9
leaf_value=0.00046015827596726223 -0.00020041974180093339 0.00028674269725793508 -0.00060450328312637493 -0.00082961526651882547 0.00061879831007289883 -0.00041514516724862653 -0.00047763196459663787 0.00046364378997341548
leaf_weight=0.0010107044035985351 0.0017073948368973189 0.0018374663872418656 0.0011570106734395793 0.0010226791653852154 0.0017573640104726366 0.0010062007812326546 0.0010785333973397128 0.0016783164998246114
leaf_count=259 345 168 281 760 695 142 120 351
internal_value=0 -3.82775e-05 -0.00010176 -3.12578e-05 0.000215097 -0.000209613 -4.11157e-05 0.000134259
internal_weight=0 0.011245 0.0094075 0.00825049 0.00346476 0.00478573 0.00376305 0.00268452
internal_count=3121 2862 2694 2413 1040 1373 613 493
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=8
num_cat=0
split_feature=3 51 48 0 2 15 3
split_gain=2.65593e-05 4.78398e-05 4.1768e-05 5.77763e-05 4.74892e-05 6.69652e-05 7.02076e-05
threshold=0.16158000000000003 0.08955500000000001 0.092150000000000024 -0.17169499999999996 -1.0000000180025095e-35 -0.016799999999999995 -0.116045
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.025506591645781729 0.015002005258961879 -0.018405811773936756 -0.017201000602025004 0.018667531872628998 -0.020412354145008284 -0.014192823765513417 0.016876372789212151
leaf_weight=0.0010722440256962923 0.0010583471177691732 0.0014508624177731111 0.0010537968682510198 0.0011282060159984834 0.0016489624948702779 0.0012018224506091528 0.0018421461863020456
leaf_count=104 156 362 232 149 741 172 1205
internal_value=0 -0.00170762 0.00134086 0.00417537 0.00024619 -0.0041824 0.0046096
internal_weight=0 0.00939804 0.00794718 0.00689338 0.00582114 0.00469293 0.00304397
internal_count=3121 2965 2603 2371 2267 2118 1377
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=7
num_cat=0
split_feature=1 42 151 4 4 12
split_gain=2.7159e-05 7.07498e-05 4.49706e-05 9.82542e-05 7.48866e-05 2.89618e-05
threshold=0.12500000000000003 0.092620000000000022 -0.083274999999999988 0.24564500000000003 -0.0029599999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.01873294407523186 0.010993999429068674 -0.026966759982343061 0.016316966613308944 0.026187261256603617 -0.019204729294280479 -0.0026511905841037704
leaf_weight=0.0010040016783978856 0.0018444733030450059 0.0010299742841134536 0.0015267975029440127 0.0015290845710157416 0.001785368837494283 0.0017026203445215356
leaf_count=327 279 548 301 156 447 1063
internal_value=0 -0.00238163 0.000973233 0.00399668 -0.00276957 0.00631654
internal_weight=0 0.00857785 0.00754787 0.00654387 0.00501479 0.00322942
internal_count=3121 2842 2294 1967 1811 1364
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=9
num_cat=0
split_feature=2 0 52 3 0 3 4 0
split_gain=2.33526e-05 6.84387e-05 6.39154e-05 7.86247e-05 3.81677e-05 9.42047e-05 6.71368e-05 4.95255e-05
threshold=0.10912000000000001 0.13134000000000004 0.070205000000000017 0.11296500000000002 -0.060129999999999996 0.090900000000000009 0.053180000000000012 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 -1 -6
right_child=2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.028096260604372016 0.016094983885648242 -0.024963523650027936 0.0272368054627204 -0.023006431114508855 0.026396297771557858 0.021386614871311948 0.0029281622194813166 -0.0032812890173870681
leaf_weight=0.0015627502049102336 0.0010515054596092737 0.001197667349837013 0.0010557847184539523 0.0010064777960714418 0.0011224977943906159 0.0010063165857902567 0.0012598188901792487 0.0011267286935491166
leaf_count=1787 319 63 168 134 94 99 270 187
internal_value=0 -0.00311473 0.00723391 -0.00302796 0.00119048 -0.00488309 -0.0142489 0.0115296
internal_weight=0 0.00727578 0.00311377 0.00205798 0.00607811 0.00382889 0.00282257 0.00224923
internal_count=3121 2500 621 453 2437 2156 2057 281
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=8
num_cat=0
split_feature=3 3 39 52 4 52 16
split_gain=2.39438e-05 4.66452e-05 6.79799e-05 6.70945e-05 6.33728e-05 0.000116405 9.774e-05
threshold=0.13524500000000003 0.10893000000000001 0.085220000000000004 0.091820000000000013 0.0061450000000000003 -0.066844999999999988 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.030906068213289829 0.010956020336311717 -0.022001727608470915 0.022780544045166624 -0.024886401371179159 -0.0041021609180159789 0.01247187536282361 0.033797541330274503
leaf_weight=0.0012980409222723083 0.0016690852232430038 0.0010390017504489091 0.0011684432962668035 0.0011892227630334214 0.0016296499910694972 0.0011819248942573583 0.0011682630045008803
leaf_count=550 192 72 300 603 218 975 211
internal_value=0 -0.00212285 0.00058216 -0.00342853 0.0014064 -0.0102326 0.0117228
internal_weight=0 0.00867455 0.00763554 0.0064671 0.00527788 0.00247997 0.00279791
internal_count=3121 2929 2857 2557 1954 1525 429
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=7
num_cat=0
split_feature=12 16 151 1 160 2
split_gain=2.2497e-05 4.03681e-05 8.24606e-05 0.000117444 6.97946e-05 6.31251e-05
threshold=0.11650500000000001 -0.056919999999999991 -0.0083949999999999979 0.10752500000000002 -0.081069999999999989 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6
right_child=-2 4 3 -5 5 -7
leaf_value=-0.01368764776735653 -0.014223906971400852 0.016860386793055512 0.00053165040447587168 0.038244270603116359 -0.024694921568012621 0.0021117138403326948
leaf_weight=0.0012670179484675203 0.0010050408045262473 0.0011027321904806225 0.0019874084555708328 0.0014127678929634186 0.0018502084243065819 0.0016725545037290118
leaf_count=197 147 370 1143 234 617 413
internal_value=0 0.00152572 0.00808717 0.0162012 -0.00509487 -0.0119675
internal_weight=0 0.00929269 0.00466719 0.00340018 0.0046255 0.00352276
internal_count=3121 2974 1574 1377 1400 1030
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=10
num_cat=0
split_feature=47 47 474 51 457 42 2 3 3
split_gain=5.95464e-05 7.03561e-05 6.68372e-05 7.68375e-05 7.48382e-05 7.1518e-05 9.91508e-05 7.90693e-05 0.000198934
threshold=0.13148500000000005 0.10254000000000001 0.084660000000000027 -1.0000000180025095e-35 0.045365000000000009 0.083865000000000009 0.11144000000000001 0.088060000000000013 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00058263421463064459 -0.00046282626741972845 0.00047816206044775419 0.00045543275288997175 -0.00075709899960470272 0.00042433052327216372 0.00023944636017251829 0.00023312393945397987 -0.00083472732617144527 0.00036053734945831989
leaf_weight=0.0010139234048916366 0.0010111409577657311 0.0012217748518109162 0.0010199842634843461 0.0012192713523545031 0.0012825266698123922 0.0018164619656791609 0.0013609516068533133 0.0010701595292354066 0.0012299906820101398
leaf_count=400 65 187 328 568 202 914 157 70 230
internal_value=0 3.39547e-05 -2.02456e-05 -7.41952e-05 -9.58875e-06 -9.26897e-05 -0.00021631 -0.000390105 -0.000195835
internal_weight=0 0.011235 0.0100133 0.00899329 0.00797936 0.00669684 0.00488037 0.00351942 0.00244926
internal_count=3121 3056 2869 2541 2141 1939 1025 868 798
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=7
num_cat=0
split_feature=49 15 42 15 16 12
split_gain=2.45741e-05 9.0219e-05 7.17711e-05 5.41569e-05 0.000112453 8.37571e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.037864999999999989 -0.072359999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.027293455633172731 0.0065535119155855906 -0.010982395168102187 -0.027171353657161453 0.025528505698467641 -0.032451471821232862 -0.0047238332539505413
leaf_weight=0.0012672056899241261 0.0018853038498820901 0.0011979862775332497 0.0010434991311201259 0.0016951144385076843 0.0012158117408258211 0.0019890289662073722
leaf_count=226 397 199 621 182 440 1056
internal_value=0 0.0086929 -0.00275585 0.000998986 -0.00873864 0.0091956
internal_weight=0 0.00246519 0.00782876 0.00678526 0.00310112 0.00368414
internal_count=3121 425 2696 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=9
num_cat=0
split_feature=1 52 52 49 13 15 15 3
split_gain=5.59862e-05 6.05788e-05 6.80688e-05 6.67608e-05 0.000139132 0.000109162 0.000102936 5.76983e-05
threshold=0.13686500000000004 0.11434500000000002 0.091275000000000009 -0.080089999999999981 0.0076650000000000008 -0.055554999999999993 -0.15026499999999995 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=0.00033311601023009515 0.00042297662243002883 -0.00042576224089459317 0.00043367519986315669 0.00026199044334507666 -0.00064352443032462828 0.00060315372952848226 -0.00051557960718922756 -7.293084190264714e-06
leaf_weight=0.0014507557338830513 0.0011150983877907866 0.0013582131730239142 0.0013008836242668969 0.0010196566447308085 0.0015638474673601742 0.0013304196969541986 0.0018280527361123327 0.001077333374290057
leaf_count=208 169 462 214 140 346 913 530 139
internal_value=0 -3.82458e-05 1.67466e-05 -4.88364e-05 -0.000130094 2.26857e-05 -0.000237161 0.000330013
internal_weight=0 0.0109292 0.00957095 0.00827007 0.00681931 0.00525546 0.00284771 0.00240775
internal_count=3121 2952 2490 2276 2068 1722 670 1052
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=8
num_cat=0
split_feature=50 4 12 16 15 4 43
split_gain=2.2289e-05 3.17058e-05 4.74935e-05 4.54033e-05 6.32397e-05 4.71189e-05 8.99538e-05
threshold=0.083090000000000011 0.27834500000000006 -0.040564999999999997 -0.08595499999999999 -0.091964999999999977 -0.033174999999999989 -0.053764999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.021396387778219509 -0.014137025470476933 0.013458927574716922 0.0087074272875707747 0.020172813814005149 -0.025065014832243354 0.019644502114700136 -0.01931677756623466
leaf_weight=0.0010196300794254104 0.0010072781701478553 0.0017954258651290776 0.001017426487527752 0.0010466448137785003 0.0012184624365194289 0.0018932639967087152 0.0012850950861798174
leaf_count=205 597 315 151 366 376 587 524
internal_value=0 0.0015253 -0.00133893 0.00182645 -0.00969709 0.00792475 -0.00159114
internal_weight=0 0.00927595 0.00748052 0.00646089 0.00223589 0.004225 0.00233174
internal_count=3121 2524 2209 2004 527 1477 890
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=10
num_cat=0
split_feature=47 47 49 15 42 13 2 2 16
split_gain=9.85128e-05 0.000107523 6.4771e-05 0.000118836 7.64427e-05 9.96638e-05 8.88687e-05 0.000125284 0.000106017
threshold=0.13148500000000005 0.10678000000000001 -0.043469999999999995 -0.03241999999999999 0.088465000000000002 0.073000000000000023 0.084245000000000014 0.097220000000000015 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 -9
right_child=-2 -3 4 -5 -6 -7 7 8 -10
leaf_value=0.00058340846761117493 -0.00058102101483701663 0.00065701515882947328 0.00049607222271650948 -0.0001972178834986128 -0.00055572162210481397 -0.00048528090170232738 -0.00065103406663012675 -0.00024760922867576217 0.0005195797774250596
leaf_weight=0.0016979393054418332 0.0010249311755464252 0.0010331586048524513 0.0015727579495817333 0.0013426241850475473 0.0011914693761386356 0.0013877642712710105 0.0010068546844285964 0.0013153581090742479 0.0014625084559160709
leaf_count=244 65 141 410 169 761 261 713 143 214
internal_value=0 5.22814e-05 -4.63487e-06 0.000238707 -9.78593e-05 -1.69832e-05 0.000104321 -5.84724e-05 0.000156305
internal_weight=0 0.0120104 0.0109773 0.00304056 0.00793671 0.00674524 0.00535748 0.00378472 0.00277787
internal_count=3121 3056 2915 413 2502 1741 1480 1070 357
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=10
num_cat=0
split_feature=48 2 150 4 16 15 2 13 2
split_gain=4.55204e-05 0.000110458 7.50398e-05 4.8562e-05 6.14166e-05 0.000131385 8.94195e-05 8.62897e-05 0.000101296
threshold=0.12230500000000001 0.11510000000000002 0.10571000000000001 0.181285 0.0039400000000000008 -0.094549999999999981 0.090790000000000023 0.038215000000000006 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -6
right_child=-2 -3 -4 -5 7 6 -8 -9 -10
leaf_value=0.00033397740166341965 -0.00040236545735634644 0.00053383479712495639 -0.00053272360239794254 0.00029682817715126562 -0.00056093704739674317 -0.00016701968198773402 -0.00094740960673255403 0.00053950592795342256 0.00031837636071818063
leaf_weight=0.0010292671458548212 0.0010006705398807958 0.0014745158990836183 0.0010676022434899018 0.0018803260492703975 0.0010020029951345417 0.0012870995612084854 0.0010055110370895304 0.0012338996392932777 0.0010128158135611588
leaf_count=248 108 380 131 207 307 1109 331 129 171
internal_value=0 3.4457e-05 -4.29017e-05 1.89774e-05 -6.0536e-05 -0.000248007 -0.000509289 0.000131157 -0.000118921
internal_weight=0 0.010993 0.00951852 0.00845092 0.0065706 0.00332188 0.00229261 0.00324872 0.00201482
internal_count=3121 3013 2633 2502 2295 1688 1440 607 478
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=10
num_cat=0
split_feature=48 2 52 3 150 159 3 15 0
split_gain=7.6431e-05 0.000154505 0.0001134 0.000115986 7.58122e-05 7.68899e-05 0.000130962 0.000173436 8.72405e-05
threshold=0.12474000000000002 0.11510000000000002 0.11434500000000002 0.13524500000000003 0.087170000000000011 0.082585000000000006 -0.14477499999999996 -0.016799999999999995 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00048246443879791629 -0.00051159342352964828 0.00060526200694528752 -0.00065284917648959252 0.00062500350251225713 -0.00043282899653098209 -0.00042403428054415919 0.00028571049704401825 0.00072110270257307138 -0.00050543501891114277
leaf_weight=0.0010288867281534903 0.0010262941329583159 0.0016361335543167302 0.0010544346649405392 0.0010945529043985417 0.0016296864596956539 0.0011183902878178584 0.0011442617976079317 0.0019632559480785494 0.0010078870192734759
leaf_count=146 102 383 394 57 210 313 93 966 457
internal_value=0 4.65173e-05 -4.45243e-05 2.68504e-05 -5.61045e-05 4.19275e-05 0.000143229 0.000299658 -8.47961e-05
internal_weight=0 0.0116775 0.0100414 0.00898692 0.00789237 0.00626268 0.00514429 0.0041154 0.00215215
internal_count=3121 3019 2636 2242 2185 1975 1662 1516 550
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=8
num_cat=0
split_feature=3 1 0 47 1 4 2
split_gain=2.13723e-05 4.31757e-05 4.57701e-05 9.28579e-05 9.70283e-05 6.67612e-05 5.43931e-05
threshold=0.16158000000000003 0.13265500000000002 -0.060129999999999996 0.092530000000000015 0.094385000000000011 -0.35136499999999998 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -6
right_child=-2 -3 5 -5 6 -7 -8
leaf_value=-0.013961500323060639 0.013496421392041415 -0.019637785793755375 -0.0060784692404108782 -0.031757159819608353 0.031223102620817622 0.024235438307925308 -0.00036904992662917973
leaf_weight=0.0020009365160850055 0.0010527828462599158 0.0011542538663793173 0.001291622757052073 0.001014752918768483 0.0011694706076480757 0.0016605036604494857 0.0010205922166963829
leaf_count=1812 156 131 213 239 232 244 94
internal_value=0 -0.00153552 0.00102576 -0.00461487 0.001957 0.0109724 0.0165008
internal_weight=0 0.00931213 0.00815788 0.00520575 0.004191 0.00295213 0.00219006
internal_count=3121 2965 2834 2377 2138 457 326
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=9
num_cat=0
split_feature=124 50 3 16 0 151 13 2
split_gain=8.10035e-05 5.63639e-05 5.71271e-05 7.92274e-05 7.65603e-05 8.41406e-05 8.08383e-05 3.38295e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.10023499999999998 -0.0083599999999999976 -0.10151999999999999 -0.0083949999999999979 -0.084034999999999985 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 -7
right_child=1 -3 4 -5 6 7 -8 -9
leaf_value=0.00051641793742832954 -6.6397905085089064e-05 -0.00048046162851409239 -0.00033793785003698472 0.00052432709061141648 1.1658926007121186e-05 -1.0163725692934954e-05 -0.00067318245133758832 0.00044215054222840566
leaf_weight=0.0010427021540638142 0.0020002106839780986 0.0010812967905374305 0.0013765159720735554 0.0015488030376313933 0.0011821722117034783 0.0010647055686870627 0.0015079598073606396 0.0015778799595691784
leaf_count=259 182 579 125 197 416 83 1126 154
internal_value=0 -5.46705e-05 -9.78894e-06 0.000191397 -0.000116211 5.51522e-05 -0.000372231 0.000259912
internal_weight=0 0.0113395 0.0102582 0.00354901 0.00670923 0.0040191 0.00269013 0.00264259
internal_count=3121 2862 2283 379 1904 362 1542 237
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=9
num_cat=0
split_feature=52 2 0 0 0 16 2 12
split_gain=2.19655e-05 4.41159e-05 3.90112e-05 6.24942e-05 6.55648e-05 0.000115653 6.73153e-05 4.48758e-05
threshold=0.15116000000000002 0.12198500000000001 -0.23001499999999997 -0.14920999999999998 -0.10607499999999999 0.023255000000000001 0.097220000000000015 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.01618267904016342 -0.013322822745864502 0.021396214095759768 -0.026579322845104503 0.019610673341215232 -0.0072425869341548564 -0.0042781542551330017 0.028690007911249954 -0.0362334789556066
leaf_weight=0.0011591078061132798 0.0011073200183563765 0.0010018499481967503 0.0010146510253190456 0.0013560837397966936 0.0010137302136319433 0.0015464233157933013 0.0010330715441354318 0.0011281244037700971
leaf_count=86 377 295 117 205 192 287 222 1340
internal_value=0 0.00158038 -0.000825633 -0.00360542 0.000230164 -0.00533638 0.00892539 -0.0225122
internal_weight=0 0.00925304 0.00825119 0.00709208 0.00607743 0.00472135 0.00257949 0.00214185
internal_count=3121 2744 2449 2363 2246 2041 509 1532
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=9
num_cat=0
split_feature=4 133 13 3 4 47 52 1
split_gain=2.01749e-05 3.34989e-05 4.0105e-05 4.48937e-05 0.000139057 7.12175e-05 8.41156e-05 5.41446e-05
threshold=-0.49405499999999997 0.083950000000000011 -0.10664 -0.10023499999999998 -0.0092149999999999992 0.092530000000000015 -0.066844999999999988 0.107145
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -4
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.013502167178648251 0.01394564525476906 0.018648711824657264 0.02421036663247687 -0.042332867217760348 -0.012356169411492195 -0.020398175288905491 0.024780278738517843 -0.0082232164589361844
leaf_weight=0.0010011056235892562 0.0015343923940005205 0.0010084015058631777 0.0010529268852799796 0.0010051409461971006 0.001050472380266954 0.0012028332674065088 0.0014543422474814437 0.0010069526857597877
leaf_count=156 250 990 169 881 150 147 312 66
internal_value=0 0.00143717 -0.000652152 -0.00395938 -0.00934201 -0.000398207 0.00920595 0.00835552
internal_weight=0 0.00931546 0.00830706 0.00677267 0.00471279 0.00370765 0.00250481 0.00205988
internal_count=3121 2965 1975 1725 1490 609 462 235
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=7
num_cat=0
split_feature=1 42 51 2 13 4
split_gain=2.44114e-05 6.51549e-05 4.31415e-05 6.8666e-05 8.91338e-05 7.74903e-05
threshold=0.12811000000000003 0.092620000000000022 -0.076794999999999988 0.11144000000000001 -0.095304999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.017849465802117534 0.010817986180896804 -0.025484247719623449 -0.025984069058236831 0.023057454279033485 0.020320212830449502 -0.0081445194990368737
leaf_weight=0.0010381229649326987 0.0017302318942344847 0.0010541418344892084 0.001145044745908087 0.0014758155892218945 0.0018771212852073565 0.001949800055720427
leaf_count=421 259 555 138 188 1172 388
internal_value=0 -0.00220783 0.00106988 0.00411598 -0.00150637 0.00581755
internal_weight=0 0.00854005 0.0074859 0.00644778 0.00497197 0.00382692
internal_count=3121 2862 2307 1886 1698 1560
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=9
num_cat=0
split_feature=124 1 42 12 0 12 4 151
split_gain=5.88561e-05 6.53735e-05 0.000104346 8.51182e-05 0.000111286 9.50323e-05 9.45974e-05 8.38372e-05
threshold=-0.043384999999999993 0.12500000000000003 0.092145000000000019 0.090455000000000021 -0.13027499999999997 0.098810000000000023 -0.026489999999999996 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 -2
right_child=1 -3 -4 5 6 -7 -8 -9
leaf_value=0.00045232661565769195 -0.00035560376123557719 0.00027719799253053787 -0.00068949224983579278 0.00056779031920340761 -0.00013028664972751999 -0.00015819617422882325 -0.0009706750578386662 0.00030195234862107799
leaf_weight=0.0010063774608109451 0.0012173646731197252 0.0020078815688470532 0.0010679774703349675 0.001529947343889456 0.0010581201450130156 0.0012675605230069887 0.0010032085940939028 0.0019231251920906198
leaf_count=259 106 209 526 359 672 269 555 166
internal_value=0 -4.29312e-05 -0.000113821 -3.69643e-05 -0.000185292 0.000238843 -0.000539287 4.70604e-05
internal_weight=0 0.0110752 0.0090673 0.00799933 0.00520182 0.00279751 0.00206133 0.00314049
internal_count=3121 2862 2653 2127 1499 628 1227 272
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=8
num_cat=0
split_feature=52 52 49 12 2 3 12
split_gain=2.04889e-05 4.06553e-05 5.69136e-05 6.58785e-05 0.00010402 0.00010564 7.22036e-05
threshold=0.15116000000000002 0.10024500000000001 -0.080089999999999981 -0.029094999999999999 0.10672500000000001 0.088060000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.018524692837657022 -0.01294157357628644 0.019489900136742011 -0.027412060238215304 0.017397312280835638 -0.020991186095780663 0.036453003188787567 -0.013998383072582913
leaf_weight=0.0012664476350626721 0.0010952253786825619 0.0011080747419552972 0.0010644186654608489 0.0012554297248638516 0.0017090751031513312 0.0010095933112813649 0.0017586643886489761
leaf_count=225 377 236 263 251 359 93 1317
internal_value=0 0.00152957 -0.000938475 -0.00456484 -0.000322734 0.00845626 -0.000921456
internal_weight=0 0.0091717 0.00806363 0.00679718 0.00573276 0.00402369 0.00301409
internal_count=3121 2744 2508 2283 2020 1661 1568
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=10
num_cat=0
split_feature=1 43 3 13 457 2 4 13 3
split_gain=4.93175e-05 5.78282e-05 9.21864e-05 0.000116101 6.35343e-05 7.92534e-05 8.2109e-05 6.86496e-05 3.49467e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.045365000000000009 0.097845000000000015 0.053180000000000012 -0.39067499999999994 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -7 -9
right_child=-2 4 -4 -5 -6 7 -8 8 -10
leaf_value=-0.00054097101916110283 0.00039956208373978974 -0.00084349423574649153 0.00060595786966376229 0.00032106035055090554 0.00023861997451479544 0.00037564374141088895 -0.00012273485155961576 9.5545420260727563e-06 -0.00049510714283947056
leaf_weight=0.0010677754758141515 0.0010995468793814607 0.0012734619174459344 0.0012095518568599273 0.0013731936777111437 0.0013622664957616687 0.0010677998999614191 0.0011623025224120481 0.0010914769840365502 0.0010210770473246811
leaf_count=634 169 890 378 367 129 57 110 305 82
internal_value=0 -3.6652e-05 0.000163314 -5.60259e-05 -0.000141258 -0.000233402 -0.000499561 -2.9557e-05 -0.000234367
internal_weight=0 0.0106289 0.00365052 0.00244097 0.00697838 0.00561612 0.00243576 0.00318035 0.00211255
internal_count=3121 2952 1379 1001 1573 1444 1000 444 387
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=7
num_cat=0
split_feature=1 4 3 43 3 12
split_gain=2.39185e-05 4.04279e-05 6.02319e-05 3.25046e-05 3.24993e-05 8.80407e-05
threshold=0.094385000000000011 -0.076779999999999987 0.086245000000000016 -0.081454999999999986 0.11296500000000002 0.090995000000000006
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.015509140586038656 0.024670970492314023 -0.032509233601561396 0.001521143279175606 -0.0072610123659230244 -0.0066219011877243095 -0.0057013139842076671
leaf_weight=0.0011548231420459023 0.0019238932456803167 0.0010514503917781696 0.0010292166280718718 0.0013714317675841325 0.0018242124099654916 0.0018939257896677369
leaf_count=216 388 1222 61 679 228 327
internal_value=0 -0.00535367 -0.0156759 0.00314787 0.00435777 0.00960403
internal_weight=0 0.00460692 0.00208067 0.00252625 0.00564203 0.00381782
internal_count=3121 2178 1283 895 943 715
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=9
num_cat=0
split_feature=1 4 133 151 1 47 4 1
split_gain=4.38295e-05 0.000103123 5.92303e-05 5.15878e-05 7.19807e-05 8.90803e-05 7.56827e-05 6.90531e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 1.0000000180025095e-35 0.12811000000000003 0.092530000000000015 -0.034939999999999992 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8
right_child=3 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00035200067010921778 -0.00029401123553064452 -0.00069454325146057897 -0.00028482926112495831 -0.00031201426249757099 0.00050062500043122741 -0.00044915994262471079 0.00054068070998983535 -5.7426980185257765e-06
leaf_weight=0.0011618701899129731 0.0011163178408883246 0.0010730937985247322 0.0010866791068269797 0.0011716477072697823 0.0015903530967394759 0.0011881718485351554 0.00194352866136878 0.0016390259143048945
leaf_count=223 519 1283 130 121 245 189 244 167
internal_value=0 -0.000194437 4.42334e-05 7.05427e-05 0.000130486 3.04952e-05 0.000151782 0.000290691
internal_weight=0 0.00332164 0.00224855 0.00864905 0.0074774 0.00588704 0.00469887 0.00358255
internal_count=3121 1636 353 1485 1364 1119 930 411
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=8
num_cat=0
split_feature=1 42 3 15 47 3 1
split_gain=2.34368e-05 4.50106e-05 4.55141e-05 9.74553e-05 5.72359e-05 6.83322e-05 6.1378e-05
threshold=0.12500000000000003 0.092620000000000022 -0.083924999999999986 -0.022504999999999997 0.077555000000000013 0.090900000000000009 0.090540000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=0.035269657946795707 0.010288373107449282 -0.022084926812677031 -0.016226053368154809 -0.004728859512472987 -0.024906933065586043 -0.0043773480847182893 0.028241482720225815
leaf_weight=0.0010179485265847969 0.0018180419116377257 0.0010056014669652894 0.0014545650181604563 0.0015167857289233762 0.0011304671078973452 0.0011893054594638297 0.0011202312007651816
leaf_count=249 279 548 865 766 219 68 127
internal_value=0 -0.00222954 0.00045801 0.0113345 -0.00517458 0.00075161 0.0114443
internal_weight=0 0.0084349 0.0074293 0.00253473 0.00489457 0.0037641 0.00230954
internal_count=3121 2842 2294 1015 1279 1060 195
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=10
num_cat=0
split_feature=124 151 4 16 48 52 13 4 49
split_gain=4.65123e-05 5.54144e-05 7.43986e-05 0.000124891 6.68012e-05 7.75338e-05 4.31904e-05 7.74214e-05 4.27094e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.092399999999999982 -0.084034999999999985 -0.036839999999999991 -0.023059999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 -4
right_child=1 2 8 4 -6 6 7 -9 -10
leaf_value=0.00039449886878374142 -0.00042809267194975244 -0.00065618061728545379 -5.3596006290719796e-05 -0.00053909085366912345 0.00042656414436963109 0.00038426545670914751 -0.00048284554949580831 0.00028307243893168352 0.00044397324980271477
leaf_weight=0.0010089376723922848 0.0012843592709652222 0.0012900580027363157 0.0010263579572558461 0.0011104465072350623 0.0012198187002135756 0.001066698535646989 0.0010232733205840616 0.0010064925444184978 0.001874716069270063
leaf_count=259 303 323 82 389 187 306 786 255 231
internal_value=0 -4.55502e-05 5.53409e-06 -0.000107803 2.25591e-05 -9.45846e-05 6.48232e-05 -0.000103053 0.00026794
internal_weight=0 0.0109022 0.00961786 0.00671679 0.00542673 0.00420691 0.00309646 0.00202977 0.00290107
internal_count=3121 2862 2559 2246 1923 1736 1347 1041 313
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=10
num_cat=0
split_feature=124 41 3 0 1 3 160 0 16
split_gain=7.21122e-05 8.37404e-05 8.00643e-05 0.000112275 7.81934e-05 0.000130995 7.10611e-05 0.00012392 0.000122658
threshold=-0.043384999999999993 0.075585000000000013 -0.10023499999999998 0.10455500000000001 0.095285000000000022 0.090900000000000009 -1.0000000180025095e-35 -0.16360999999999995 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6 -8 -9
right_child=1 -3 4 -5 6 -7 7 8 -10
leaf_value=0.00046957490945422683 0.00054550528725627373 -0.0005869857949377615 -0.00076342151170539422 -0.00024860807471700319 -0.00036907206902561944 2.1949943964922558e-05 -0.00029270591061750407 0.00097916994895855172 1.7725526292942959e-05
leaf_weight=0.0010992111700418696 0.0019526855476031139 0.001039285097816243 0.0015099522324521913 0.0010539753079063865 0.001096743809376197 0.0017779405475418092 0.0011960668093232707 0.0010282314389636433 0.001012538392028639
leaf_count=259 223 159 1771 100 154 88 79 171 117
internal_value=0 -5.57697e-05 -3.8241e-06 0.000267131 -0.000110716 -0.000338729 6.22782e-05 0.000208434 0.000502144
internal_weight=0 0.0116674 0.0106281 0.00300666 0.00762147 0.00328789 0.00433358 0.00323684 0.00204077
internal_count=3121 2862 2703 323 2380 1859 521 367 288
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=10
num_cat=0
split_feature=124 151 4 16 48 15 43 1 13
split_gain=6.80368e-05 9.51578e-05 0.00011212 0.000116912 7.94983e-05 8.51359e-05 7.73402e-05 5.75516e-05 2.75914e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.181285 -0.094359999999999986 0.091545000000000015 -0.037864999999999989 -0.084004999999999982 0.111945 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -4 -8
right_child=1 2 7 4 -6 6 8 -9 -10
leaf_value=0.00045285969174521293 -0.00052779404429168604 -0.00063427245051397982 1.9671470464806244e-05 -0.0006112735403056268 0.00042017489978774788 0.00036615254267912512 3.2396691331063977e-06 0.000555869428819408 -0.0004568689474070503
leaf_weight=0.0011083886332801706 0.0014386581763722586 0.0013922439557920744 0.0013706872346980661 0.0010626538429516744 0.0013258298450226783 0.0014614452351523577 0.0010014279942530569 0.0017549679807313597 0.0010029182614710748
leaf_count=259 303 323 123 430 187 272 182 190 852
internal_value=0 -5.52221e-05 1.03254e-05 -0.000123563 -2.10748e-06 -0.000125743 2.31272e-05 0.000320732 -0.000226986
internal_weight=0 0.0118108 0.0103722 0.00724652 0.00585428 0.00452845 0.00346579 0.00312566 0.00200435
internal_count=3121 2862 2559 2246 1923 1736 1306 313 1034
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=8
num_cat=0
split_feature=376 43 3 16 457 1 16
split_gain=2.13817e-05 5.95689e-05 0.000124376 5.71778e-05 5.78498e-05 4.96527e-05 5.15138e-05
threshold=0.048375000000000008 -0.067899999999999974 -0.077774999999999983 0.071345000000000006 0.045365000000000009 0.111945 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.0045320942764227982 0.013452529128944664 -0.027941044997656317 0.038803957864725715 -0.02842614217938921 0.017409044138493392 0.0063729124286831173 0.00033988374908575303
leaf_weight=0.0019550452318472331 0.0010556525613367581 0.0015797464928118312 0.0010015474111378046 0.0010444366701549742 0.0011151700382633911 0.0014913847217543109 0.0010874262604601038
leaf_count=921 166 712 303 276 115 203 425
internal_value=0 -0.00156742 0.010148 -0.00704967 -0.00281616 -0.00823981 -0.0164107
internal_weight=0 0.00927476 0.00295659 0.00631816 0.00527373 0.00415856 0.00266717
internal_count=3121 2955 1224 1731 1455 1340 1137
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=2.26585e-05 4.85338e-05 7.35521e-05 3.54856e-05 8.26032e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.011148801025335633 -0.011751085470309189 0.02428469491035723 0.0092508857886911371 0.012270991686843046 -0.021650006978588977
leaf_weight=0.0015554757525166928 0.0019946884865464096 0.0016594657049151165 0.0017912672230609053 0.0016163904794328542 0.0016730746103300752
leaf_count=862 828 482 585 180 184
internal_value=0 0.00195118 0.00600621 3.61061e-05 -0.00567244
internal_weight=0 0.00873489 0.0067402 0.00508073 0.00346434
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=8
num_cat=0
split_feature=150 150 1 42 52 15 2
split_gain=2.24149e-05 6.16569e-05 4.79737e-05 5.76412e-05 3.95624e-05 5.15461e-05 5.31622e-05
threshold=0.11456000000000001 0.081835000000000019 0.12811000000000003 0.088915000000000008 -0.061194999999999992 -0.10203999999999998 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.014200365420521707 -0.013646278014613634 0.022173168980152778 0.015711901791928773 -0.025599979936060974 -0.02339015022263945 0.010928016889432414 -0.017315038264187548
leaf_weight=0.0013179800040119469 0.0010810158196175217 0.00125491345171667 0.0013213823261874679 0.001141404299364184 0.0011778661228271418 0.0019613286605826303 0.001009502617021409
leaf_count=530 124 296 218 729 196 905 123
internal_value=0 0.00157725 -0.00168225 -0.00516046 -0.00089283 -0.00568772 0.00133089
internal_weight=0 0.00918438 0.00792946 0.00660808 0.00546668 0.0041487 0.00297083
internal_count=3121 2997 2701 2483 1754 1224 1028
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=7
num_cat=0
split_feature=13 160 16 16 0 2
split_gain=2.12315e-05 5.62133e-05 6.72774e-05 0.000128325 0.000101761 5.21065e-05
threshold=-0.084034999999999985 -0.081069999999999989 -0.056919999999999991 0.23311500000000004 -0.11437499999999999 0.11293500000000002
decision_type=2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0024499204736344229 0.016748553338792851 -0.014178053638054373 -0.035308462257874741 0.0095347969935283411 0.020909735895721614 0.025378580068463677
leaf_weight=0.001967907776794035 0.0012071485728195963 0.0017196325933529881 0.0017053094037676781 0.0010197331394615487 0.0015915282617730015 0.0010224100778262555
leaf_count=747 391 165 497 358 788 175
internal_value=0 -0.00295078 -0.00689034 -0.0185277 0.00268709 0.00706483
internal_weight=0 0.00724335 0.0060362 0.00272504 0.00331116 0.00299032
internal_count=3121 2199 1808 855 953 922
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=10
num_cat=0
split_feature=124 50 151 4 16 16 49 16 52
split_gain=4.88084e-05 6.01114e-05 5.45112e-05 0.000120767 0.000149391 0.000103275 8.90901e-05 7.97624e-05 7.05698e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.181285 -0.094359999999999986 0.16703000000000004 -0.023059999999999997 -0.004174999999999999 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 -6 -7
right_child=1 -3 3 6 5 8 -8 -9 -10
leaf_value=0.00041417964341382464 -0.00036760768939388062 -0.00047787402503837641 -0.00074907110674289471 -2.2551461926136381e-05 1.1231902758771107e-05 -0.00057505592943525477 0.00071641939309900608 0.00068642410357340651 0.00012291657507308069
leaf_weight=0.0010079633266244616 0.0012740669882397677 0.0010713805626935387 0.0010727493527030434 0.0010490070976115935 0.0014959137470801978 0.0012094599086147611 0.0015600616742100911 0.001222311556295856 0.0010322726736363419
leaf_count=259 239 579 216 82 863 383 212 260 28
internal_value=0 -3.66519e-05 1.10209e-05 6.68426e-05 -8.55939e-05 5.79042e-05 0.000419307 0.000314847 -0.000253654
internal_weight=0 0.0109872 0.00991584 0.00864178 0.00603271 0.00495996 0.00260907 0.00271823 0.00224173
internal_count=3121 2862 2283 2044 1750 1534 294 1123 411
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=7
num_cat=0
split_feature=42 160 43 12 2 0
split_gain=2.17145e-05 4.36495e-05 6.48778e-05 3.90681e-05 7.86143e-05 7.40668e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.010943540839489847 -0.011117733935177065 0.023037026513278769 -0.017686406230261156 -0.016244463212628599 -0.00040603223057409992 0.032314197768281878
leaf_weight=0.0015453988124178161 0.0019810166824515852 0.0016437440535102222 0.001108333713454983 0.0011271206535553753 0.0015990934118486637 0.0012193392979222165
leaf_count=862 828 482 374 143 122 310
internal_value=0 0.00192234 0.00577932 0.000166363 0.00487685 0.0137497
internal_weight=0 0.00867865 0.00669763 0.00505389 0.00392677 0.00281843
internal_count=3121 2259 1431 949 806 432
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=10
num_cat=0
split_feature=52 52 48 12 13 52 3 1 0
split_gain=7.58931e-05 0.000109441 6.42317e-05 0.000108936 8.63276e-05 0.000134786 9.17266e-05 0.000109322 3.91805e-05
threshold=-0.23798499999999997 -0.081429999999999989 -0.032929999999999994 0.095330000000000012 -0.084034999999999985 0.10347000000000002 -0.00083499999999999991 0.095950000000000021 -0.014954999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 -5
right_child=1 2 3 8 5 -7 7 -9 -10
leaf_value=-0.00051746568791898463 0.00050209111237528505 0.0004057064976595706 0.000400506878935378 -0.00021961918636616252 -0.00076358817305539135 0.0004229151080278325 0.00038308449979143974 -0.00052946542393808918 -0.00076039699335932588
leaf_weight=0.0010101797550286359 0.0016976341321399266 0.0011028321706035892 0.0017503591913386107 0.0010346756983810783 0.0011775581612441855 0.0012866558945910447 0.001005469443700942 0.001013456564169601 0.0010257624343084845
leaf_count=385 386 119 657 424 727 256 47 68 52
internal_value=0 4.39112e-05 -3.88642e-05 -9.79781e-05 3.1218e-05 -0.000112964 -0.000328667 -7.49955e-05 -0.000488838
internal_weight=0 0.0110944 0.00939677 0.00829394 0.0062335 0.00448314 0.00319648 0.00201893 0.00206044
internal_count=3121 2736 2350 2231 1755 1098 842 115 476
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=10
num_cat=0
split_feature=47 52 47 3 0 15 150 13 13
split_gain=6.28296e-05 8.31674e-05 9.04721e-05 6.15707e-05 0.000110647 0.000104998 0.000102142 8.95104e-05 8.08302e-05
threshold=0.13148500000000005 0.11434500000000002 0.10254000000000001 -0.13309499999999996 -0.010949999999999998 -0.0040799999999999994 0.081835000000000019 -0.0090849999999999976 0.10002500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -7 -1
right_child=-2 -3 -4 4 -6 7 -8 -9 -10
leaf_value=-2.46275716773805e-05 -0.00061341291874248967 -0.0005610296044773216 0.0004946367291193503 -0.00069721543053145158 0.00047864915800422178 0.00059143438267502107 1.4064244506543734e-05 -0.00021837866636475542 -0.00079525490377375127
leaf_weight=0.0010781512312194588 0.0010060382400191937 0.0013341262659375798 0.0010853495254205927 0.0016948936989009842 0.0013903728553965513 0.0010730012220336264 0.0014320764594184235 0.001027058030350767 0.0010168135533490941
leaf_count=176 65 476 160 754 144 630 293 342 81
internal_value=0 -0.00010174 -3.91996e-05 -0.000105703 -1.2957e-05 -0.000143723 -0.000371467 0.000195386 -0.00039866
internal_weight=0 0.0111318 0.00979772 0.00871237 0.0066174 0.00522703 0.00312697 0.00210006 0.00209496
internal_count=3121 3056 2580 2420 2163 2019 1047 972 257
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=9
num_cat=0
split_feature=52 52 49 151 16 2 2 43
split_gain=0.00011563 7.85449e-05 5.12517e-05 7.81781e-05 0.000102038 0.000110957 0.00015231 9.47396e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.069799999999999987 -0.083274999999999988 -0.48836499999999994 0.090935000000000016 0.11093500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.00064829454410805527 0.00042267612771965715 -0.00039873563395171404 -0.00048004219108294989 0.00061084317623250008 -6.6148859128477104e-05 -0.00065678417913596788 0.0001717839244955108 0.00068369434261982768
leaf_weight=0.0010014919520312951 0.0017978570990561807 0.0012241329658610701 0.0010097711371593989 0.001254533554810964 0.0013201095594888024 0.0016807889437906341 0.0017318489994786689 0.0012720377196135699
leaf_count=364 407 170 177 201 846 386 258 312
internal_value=0 4.68818e-05 -2.42874e-05 3.11449e-05 0.000102251 -4.00523e-06 -0.000236302 0.00030182
internal_weight=0 0.0112911 0.00949322 0.00826909 0.00725932 0.00600479 0.00341264 0.00259215
internal_count=3121 2757 2350 2180 2003 1802 644 1158
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=10
num_cat=0
split_feature=4 131 15 48 3 2 2 0 1
split_gain=8.11629e-05 7.12732e-05 5.63663e-05 0.000193459 0.000136491 8.12836e-05 0.000145363 6.10788e-05 5.02076e-05
threshold=0.27834500000000006 1.0000000180025095e-35 -0.016799999999999995 0.083985000000000018 -0.13927999999999999 0.084245000000000014 0.097220000000000015 -0.18113999999999997 0.11414000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -5 -2
right_child=8 -3 4 7 5 6 -8 -9 -10
leaf_value=-0.00076907533289580872 0.00052812040356936909 -0.00056837827690114733 -0.00053792293448029428 -0.00017346573586579208 0.00070477372216625064 -0.00048211747498359565 0.00041918927316564162 0.00046361607960614018 -3.0265005365796944e-05
leaf_weight=0.0014603589851220093 0.0015496726683155158 0.0010497191019020755 0.0010180769008767809 0.0011671616685822173 0.0011563204283334058 0.0010797109553655222 0.0018961684447343788 0.0011473106708895352 0.0010309826140707586
leaf_count=502 111 460 165 55 373 635 220 371 229
internal_value=0 -8.50853e-05 -2.82432e-05 -0.000210255 0.00010516 0.000263601 9.21764e-05 0.000142343 0.000305043
internal_weight=0 0.00997483 0.00892511 0.00377483 0.00515028 0.0041322 0.00297588 0.00231447 0.00258066
internal_count=3121 2781 2321 928 1393 1228 855 426 340
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 43
split_gain=2.21403e-05 4.2597e-05 4.02286e-05 4.99838e-05 6.69296e-05 6.34526e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.020836867370458742 -0.014276272317356932 -0.01438131423203058 -0.013417507905501265 0.022259515716622286 0.016292583701594431 -0.012757490176226481
leaf_weight=0.0010022219881185507 0.0010029632518785319 0.0017660899055307938 0.0014989015168704583 0.0018913587040156987 0.0012268190743953242 0.0019422652485293858
leaf_count=218 609 330 400 239 336 989
internal_value=0 0.00135975 -0.000984917 0.00262203 0.00737294 -0.0015116
internal_weight=0 0.00932766 0.00832543 0.00655934 0.00506044 0.00316908
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 13 2 1
split_gain=5.06318e-05 8.79298e-05 7.66747e-05 8.78907e-05 0.000111969 7.29049e-05 7.61945e-05 7.81867e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 0.084740000000000024 -0.084034999999999985 0.093175000000000022 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=-0.00043744731158044139 0.00040854684724557809 -0.00038867200447756113 0.00052323312650384127 0.00064646661510628801 -0.00048555945457918586 0.00064815674290268934 -0.00033679746202272049 -7.036451599315221e-05
leaf_weight=0.0017866656889269439 0.001062899698671199 0.0013713671925330512 0.0015034025719996395 0.0010339725319737716 0.0012946178708786189 0.0010010659137609907 0.0014713064326918159 0.0013917420570040647
leaf_count=736 344 708 399 129 105 185 326 189
internal_value=0 -3.98699e-05 3.84692e-05 0.000114581 3.20321e-05 0.000156873 1.43335e-05 0.000230239
internal_weight=0 0.0108541 0.00906747 0.00769611 0.00666213 0.00536752 0.00386411 0.00239281
internal_count=3121 2777 2041 1333 1204 1099 700 374
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=9
num_cat=0
split_feature=474 160 42 52 49 42 49 3
split_gain=4.21366e-05 9.93731e-05 7.41426e-05 8.53434e-05 9.54222e-05 0.000112879 7.92314e-05 0.000114964
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.091735000000000025 -0.0020949999999999996 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=-0.00060895075261310576 0.00022832586593025717 -0.00052420490542465985 0.00041979827121842026 0.00049970027485005987 -0.00044869140514636072 -0.0008010788131918513 0.00042235906327264144 -0.00035929559716142565
leaf_weight=0.0017954384856884156 0.00102453876895934 0.0013673389366177452 0.0010919850903282485 0.0010193749095188387 0.0014981657359889496 0.0010269130943885924 0.0017739273519776187 0.0012216009795212191
leaf_count=736 344 708 134 129 151 378 430 111
internal_value=0 -0.000187762 -0.000103731 -2.83988e-05 -0.000109809 -0.000214566 -8.05341e-05 0.000103594
internal_weight=0 0.0107947 0.00899931 0.00763197 0.00661259 0.00552061 0.00449369 0.00299553
internal_count=3121 2777 2041 1333 1204 1070 692 541
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=10
num_cat=0
split_feature=124 48 2 150 4 16 15 2 13
split_gain=5.2975e-05 6.23667e-05 0.00015891 0.000100332 8.04082e-05 6.55346e-05 0.000151054 0.00010737 0.000143963
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.10571000000000001 0.181285 -0.013324999999999998 -0.09095499999999998 0.097220000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=0.0003992216856550295 0.00013866794662758237 -0.00051344765475194276 0.00061933241594673723 -0.00065633091106351705 0.0003280616103322789 -0.00074633080349967957 -0.00083023588102516485 0.00047748650038528188 0.00021413504523800102
leaf_weight=0.0011045273197303153 0.0011601445981284208 0.0010191059785040419 0.0013634194685018504 0.0010903785259745299 0.0019184058237618059 0.0010820092859542677 0.0013253472160425362 0.0013410204165066786 0.0013468413266062474
leaf_count=259 229 92 314 122 160 454 1099 231 161
internal_value=0 -5.00941e-05 -5.66185e-06 -9.76433e-05 -2.31145e-05 -0.000130814 -0.000377984 3.21465e-05 -0.000213735
internal_weight=0 0.0116467 0.0106276 0.00926415 0.00817377 0.00625536 0.00248549 0.00376987 0.00242885
internal_count=3121 2862 2770 2456 2334 2174 1328 846 615
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=8
num_cat=0
split_feature=159 160 42 43 12 151 16
split_gain=2.19189e-05 5.428e-05 5.6686e-05 8.14582e-05 3.87364e-05 7.0438e-05 8.4205e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.098810000000000023 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.020872317236486956 0.011093851786210873 -0.01902048851566274 0.024696569699778081 -0.018848136138617345 -0.018244773010183353 0.027928362107959681 -0.0071622367955009791
leaf_weight=0.0013178683565721857 0.0014570579200866929 0.0011822125660182975 0.0015596547921457498 0.0010487966281215616 0.0010823616927598486 0.0014707452562142363 0.0012781226514514063
leaf_count=684 527 645 384 102 134 384 261
internal_value=0 -0.00213307 0.00110705 0.00480212 -0.00155614 0.00320024 0.0116125
internal_weight=0 0.00893976 0.00762189 0.00643968 0.00488003 0.00379766 0.00274887
internal_count=3121 2594 1910 1265 881 747 645
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=8
num_cat=0
split_feature=376 43 3 43 49 15 1
split_gain=2.55124e-05 4.4435e-05 5.65571e-05 9.09145e-05 5.29073e-05 6.46329e-05 2.86237e-05
threshold=0.048375000000000008 0.084740000000000024 -0.10519499999999998 -0.13868499999999997 -0.006494999999999999 -0.016799999999999995 0.111945
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.0090725051470126397 0.01441281182054082 -0.019547782370767264 -0.018767814999559315 0.030037502687639855 -0.01861196643161708 0.018580263786457392 0.0035088102022647035
leaf_weight=0.0010294074109572157 0.0010644946064167797 0.0012406273030737434 0.0018175379404405502 0.0014064328016281224 0.0012509891070870565 0.0014498799143974439 0.0010987116023451848
leaf_count=148 166 321 441 203 618 1023 201
internal_value=0 -0.00193094 0.000783087 0.0135093 -0.00473557 0.00197679 -0.00826837
internal_weight=0 0.00929359 0.00805296 0.00243584 0.00561712 0.00379958 0.0023497
internal_count=3121 2955 2634 351 2283 1842 819
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=10
num_cat=0
split_feature=1 4 133 48 2 150 4 47 1
split_gain=5.68962e-05 8.93282e-05 7.25354e-05 5.46426e-05 0.000116393 8.34955e-05 0.000129593 0.000128865 6.32049e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 0.11951500000000001 0.11510000000000002 0.087170000000000011 -0.034939999999999992 0.092710000000000015 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 -8
right_child=3 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00034211106200923946 -0.0004398370841049816 -0.00068194438058637684 -0.00036067598579800998 -0.00034505884159778991 0.00070780750649748671 -0.00036155218416486181 0.00096274453197538158 -0.00010188762429459887 0.00031409520636882336
leaf_weight=0.001161400051716676 0.001094832703030485 0.0010947789824576537 0.0010988421247022772 0.0010359043251146893 0.0011578451951291891 0.0015663441418151125 0.0010904852168588234 0.0016177036641792969 0.001227857572523066
leaf_count=223 535 1283 130 98 243 143 138 150 178
internal_value=0 -0.000222227 4.43244e-07 7.79117e-05 0.000134411 3.37772e-05 0.000156861 0.000322836 0.000619202
internal_weight=0 0.00335502 0.00226024 0.00879097 0.00775507 0.00659722 0.00503088 0.00393605 0.00231834
internal_count=3121 1636 353 1485 1387 1144 1001 466 316
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=7
num_cat=0
split_feature=1 43 151 150 3 4
split_gain=2.3104e-05 5.35934e-05 4.59257e-05 4.9785e-05 6.35355e-05 6.83654e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.081835000000000019 0.095270000000000007 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.019317957639364072 -0.0078359541237158058 0.0082741307325113946 -0.016939639337238851 0.022709217195470852 -0.013927200921121721 0.021554524006874236
leaf_weight=0.0016876095762887048 0.0013393423476439795 0.0012077296243164504 0.0010253077158445048 0.0013765692502859875 0.0017834185608681472 0.0019347218832638387
leaf_count=1424 661 212 121 221 221 261
internal_value=0 -0.0078085 0.00271624 0.00584853 0.00125931 0.00953157
internal_weight=0 0.00289534 0.00745936 0.00643405 0.00505748 0.00327406
internal_count=3121 1636 1485 1364 1143 922
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=8
num_cat=0
split_feature=12 13 16 13 0 48 3
split_gain=2.12765e-05 3.89584e-05 7.71689e-05 3.88222e-05 5.66436e-05 4.80102e-05 5.69834e-05
threshold=0.11650500000000001 0.11217000000000001 0.15891500000000003 -0.0062949999999999994 -0.08824499999999999 0.086260000000000017 0.0022600000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.00073372816893111596 -0.013896568502973545 0.016089767406326443 -0.026592743320323305 -0.012464870824906434 0.027800447454185796 -0.0196818646769659 0.017369086940560718
leaf_weight=0.0016537130201562682 0.0010224457240011519 0.0014950304193223742 0.0010615610017629864 0.0011725610259784411 0.0012009026741061212 0.0013094106316371055 0.0014101620915534241
leaf_count=662 147 168 419 355 1128 124 118
internal_value=0 0.00130092 -0.00153065 0.00241272 0.0112703 -0.00408368 0.00382442
internal_weight=0 0.00930334 0.00780831 0.00674675 0.00285462 0.00389213 0.00258272
internal_count=3121 2974 2806 2387 1790 597 473
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=8
num_cat=0
split_feature=3 3 39 52 4 52 16
split_gain=2.08892e-05 4.15722e-05 6.42033e-05 5.27666e-05 7.03241e-05 0.000106897 8.9152e-05
threshold=0.13524500000000003 0.10893000000000001 0.085220000000000004 0.091820000000000013 0.0061450000000000003 -0.066844999999999988 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.031457608297451201 0.010139089589457419 -0.020881194961303223 0.022120988132657823 -0.022453918964457038 -0.0031938182292539914 0.0101931300242654 0.033166909445926318
leaf_weight=0.0012829610518384298 0.0016466740265295233 0.001042052198269694 0.0011557970749599697 0.0011935408030540606 0.0016435329049179694 0.0011856579164727047 0.0011434708977432
leaf_count=550 192 72 300 603 218 975 211
internal_value=0 -0.00214972 0.000416917 -0.00347281 0.000837756 -0.0114531 0.0117245
internal_weight=0 0.00864701 0.00760496 0.00644916 0.00525562 0.00246862 0.002787
internal_count=3121 2929 2857 2557 1954 1525 429
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=8
num_cat=0
split_feature=133 4 157 160 16 42 15
split_gain=2.15617e-05 4.00315e-05 5.01313e-05 9.09838e-05 7.23775e-05 7.01488e-05 5.03485e-05
threshold=0.088525000000000006 -0.39518999999999993 -0.06266999999999999 -1.0000000180025095e-35 -0.056919999999999991 0.083865000000000009 -0.10091499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.020334055139242371 -0.013039348479454245 0.019504737764225968 -0.0306271698603552 0.014965327972926207 -0.016498461360596069 0.0308269629869455 -0.010166424729749464
leaf_weight=0.0010008999855210679 0.0011546113882307972 0.0010512989519907657 0.0010789905738439491 0.0014058926386012627 0.0017029291314058998 0.0010156839981678009 0.0018410256116273872
leaf_count=195 713 332 460 167 414 321 519
internal_value=0 0.00146745 -0.000865061 -0.00390498 0.000928289 0.00789036 0.000715446
internal_weight=0 0.00909672 0.00809582 0.00704452 0.00596553 0.0042626 0.00324692
internal_count=3121 2408 2213 1881 1421 1007 686
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=9
num_cat=0
split_feature=41 150 3 1 2 3 2 2
split_gain=4.85626e-05 6.36458e-05 6.48902e-05 5.64257e-05 0.000103142 7.0966e-05 6.53512e-05 8.87668e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.10557500000000002 0.10276500000000001 0.11296500000000002 0.092120000000000021 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 -4
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=0.00043216217002809261 -0.00040961586218433071 -0.00039720116915817761 0.00020652308408005546 0.00046538187974317166 -0.00068722713616247843 -9.0203721341835754e-05 0.00040714138529395432 -0.00057903060548947206
leaf_weight=0.0017398395378532263 0.0010237033040211502 0.0011578426451893274 0.0011601997197466518 0.001836422715504946 0.0010023713100976543 0.0017041573285654157 0.0011558274685246643 0.0010567935100431426
leaf_count=215 170 113 572 317 322 173 363 876
internal_value=0 3.72068e-05 8.92983e-05 1.39389e-05 -0.000134984 0.000197967 2.91381e-05 -0.000167934
internal_weight=0 0.0108135 0.00965561 0.00791577 0.00437519 0.00354058 0.00337282 0.00221699
internal_count=3121 2951 2838 2623 2133 490 1811 1448
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=10
num_cat=0
split_feature=41 150 3 15 15 1 47 2 2
split_gain=6.18987e-05 7.57717e-05 9.6505e-05 6.11902e-05 0.000147049 0.000111928 5.99287e-05 5.15158e-05 2.54329e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.016799999999999995 -0.089964999999999976 0.096575000000000008 0.092530000000000015 0.097845000000000015 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 8 -5 -4
right_child=-2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=0.0005186160032731932 -0.00045624677635728688 -0.00042767813065621276 0.00050812760562971644 -0.000267993214655309 -0.00065024918073850011 0.00075886330040462026 -0.00027684911695832515 0.00030250885027028343 7.5985043333304757e-05
leaf_weight=0.0017557975788355688 0.0010315104648815432 0.0011612239087126991 0.0010580226341758551 0.0013813221329080395 0.0014628121595824189 0.001007443095342547 0.0010658409292302645 0.0010877283398336595 0.00103660646396994
leaf_count=215 170 113 255 1099 547 149 169 142 262
internal_value=0 4.60602e-05 0.000101878 1.15413e-05 -0.000136244 0.000208076 0.000101662 -1.66613e-05 0.000294266
internal_weight=0 0.0110168 0.00985557 0.00809978 0.00462328 0.00347649 0.00316047 0.00246905 0.00209463
internal_count=3121 2951 2838 2623 1233 1390 686 1241 517
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=10
num_cat=0
split_feature=124 133 50 3 16 47 16 1 12
split_gain=6.04119e-05 6.65742e-05 7.1274e-05 8.19847e-05 8.20114e-05 9.46703e-05 0.000103598 8.05814e-05 6.89275e-05
threshold=-0.043384999999999993 0.095000000000000015 0.07826000000000001 -0.13927999999999999 0.25792000000000009 0.092530000000000015 -0.08595499999999999 0.095285000000000022 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.00044466740559623866 0.00043557300141827731 -0.0005275449029215817 -0.00049510154273076058 0.00011923668254610442 -0.00050320944567222711 -0.00049860157401365865 0.00014458003419555324 0.00081393446162359437 -0.00053130699868462214
leaf_weight=0.0010404612417445466 0.0017367907642515598 0.0010176441867991064 0.0010196340295161007 0.0016496747475035095 0.0012165172675440853 0.0010182768904067087 0.0017548157789137619 0.0011411564294466214 0.0010092812611134025
leaf_count=259 230 501 463 173 235 133 675 131 321
internal_value=0 -4.86045e-05 -2.38943e-06 5.03461e-05 -3.55438e-05 5.10081e-05 0.000151757 0.000408339 -0.000127695
internal_weight=0 0.0115638 0.0105461 0.00952651 0.00778972 0.00657321 0.00555493 0.00289597 0.00265896
internal_count=3121 2862 2361 1898 1668 1433 1300 806 494
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=8
num_cat=0
split_feature=1 43 15 1 15 2 0
split_gain=2.0606e-05 4.67522e-05 3.57293e-05 6.02098e-05 9.36451e-05 7.73156e-05 5.43263e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.11181500000000001 -0.079249999999999987 0.089885000000000007 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.018072322678371635 -0.017332662876329143 0.0077233558944343021 -0.013814762069344892 -0.021209211342204458 0.037999416542153712 0.020690979669303111 0.006240637036893623
leaf_weight=0.0016843940551139508 0.0010208431909809685 0.0012054004136433072 0.0011203043755773079 0.0011950016989773148 0.0011457374053460059 0.0011230758322377937 0.0018176572882821456
leaf_count=1424 179 212 433 127 311 119 316
internal_value=0 -0.00731235 0.00264092 0.00556609 0.0149198 0.00258574 -0.00464762
internal_weight=0 0.00288979 0.00742262 0.00630232 0.00328966 0.00214392 0.00301266
internal_count=3121 1636 1485 1052 609 298 443
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=10
num_cat=0
split_feature=474 160 52 0 49 3 52 12 47
split_gain=3.56898e-05 8.62338e-05 9.01962e-05 0.000114203 7.32757e-05 6.11895e-05 0.000102472 8.91725e-05 4.97498e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.13134000000000004 -0.081404999999999991 -0.13309499999999996 -0.07167999999999998 0.083875000000000019 0.086010000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.00043463543724089009 0.00034673788048216332 0.00049666871670539211 0.00056548019929793605 -0.0005909910336016923 -0.00046317592331702225 -0.00038369201619012784 0.0003437989198103044 0.00074682546004369477 -0.00026860121211031741
leaf_weight=0.0017666603658613644 0.0010103730735082838 0.0012375350523680237 0.001099112365791831 0.0011999676661422487 0.0010263656125722971 0.0013370330669862512 0.0010030640512085011 0.0010013824518814666 0.0010375658833935201
leaf_count=736 344 153 166 49 167 388 229 820 69
internal_value=0 -3.87751e-05 3.94344e-05 -3.42861e-05 6.62759e-05 -3.22599e-05 6.87387e-05 0.000267592 3.24218e-05
internal_weight=0 0.0107087 0.00894203 0.00784291 0.00664295 0.00540541 0.00437905 0.00304201 0.00204063
internal_count=3121 2777 2041 1875 1826 1673 1506 1118 298
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 4
split_gain=2.05379e-05 4.71294e-05 0.000119707 7.43335e-05 8.87579e-05 5.22434e-05 4.71621e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10542000000000001 -0.095244999999999982 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0046919411321141198 -0.013299485154726096 -0.0090402833304800943 0.034279099746602579 0.0064397589096822031 0.028809715756779881 -0.03275117438143911 -0.020722765360494638
leaf_weight=0.0017363973402462038 0.0010626752737480432 0.0012571502118028377 0.0012950323567303646 0.0016519261203834954 0.0011806823159979281 0.0010739764531487589 0.0010427053658379425
leaf_count=345 199 79 479 635 72 541 771
internal_value=0 0.00138039 0.0129409 -0.0030327 0.00594672 -0.0154147 -0.00407096
internal_weight=0 0.00923787 0.00255218 0.00668569 0.00387531 0.00281037 0.00269463
internal_count=3121 2922 558 2364 1478 886 1406
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=7
num_cat=0
split_feature=1 16 4 15 47 1
split_gain=2.3354e-05 4.085e-05 3.46357e-05 8.20382e-05 5.82368e-05 9.49266e-05
threshold=0.077565000000000009 0.0057500000000000008 -0.034939999999999992 -0.016799999999999995 0.092530000000000015 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.023111491110482121 -0.011478150266629909 0.0014808682104543477 0.023533335813159872 0.031635912827204155 -0.014754702937086764 -0.010364491649979185
leaf_weight=0.0010818064764101351 0.0013713400383429074 0.0017981769785237081 0.0018421624081925501 0.0010425942289033372 0.0016238986567520368 0.0014978254268386919
leaf_count=1263 602 373 253 140 210 280
internal_value=0 -0.00775675 0.00286139 0.00613526 0.000779205 0.00833178
internal_weight=0 0.00287998 0.00737782 0.00600648 0.00496389 0.00333999
internal_count=3121 1636 1485 883 743 533
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=8
num_cat=0
split_feature=1 3 3 15 4 133 16
split_gain=2.25811e-05 3.70064e-05 7.89596e-05 3.93362e-05 3.19273e-05 4.15869e-05 5.36287e-05
threshold=0.094825000000000007 -0.13309499999999996 0.083060000000000009 -0.074054999999999996 -0.0016099999999999997 1.0000000180025095e-35 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0086871065485540373 -0.011167044119217338 0.023538842461218443 0.0085841500395616582 -0.016963452870837933 -0.019477062428417527 -0.015709939307544347 0.021952527259761514
leaf_weight=0.001086476166706811 0.0012258811624618615 0.0019379420818125626 0.0012682157005005721 0.0011484663021790013 0.0011783827506499705 0.0011760669727647844 0.0012046376215100489
leaf_count=744 165 471 160 129 529 727 196
internal_value=0 0.00418099 0.00850166 -0.00355669 -0.00525682 -0.000423813 0.00742281
internal_weight=0 0.00558051 0.00435462 0.00241668 0.00464556 0.00346718 0.00229111
internal_count=3121 925 760 289 2196 1667 940
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=8
num_cat=0
split_feature=4 42 52 2 0 15 15
split_gain=2.22861e-05 3.67579e-05 6.0989e-05 6.75051e-05 9.51276e-05 9.16738e-05 3.31257e-05
threshold=0.27287000000000006 0.092620000000000022 -0.088204999999999992 0.10097500000000002 -0.062294999999999996 -0.090344999999999995 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -2
right_child=6 -3 3 -5 -6 -7 -8
leaf_value=-0.018204608847520575 -0.0030917847740546535 -0.020423139122131315 0.018707952082887273 -0.010719789490526195 0.035213947888497694 -0.019709492371587391 0.021909225517438
leaf_weight=0.0014544279402399522 0.0010935256857961722 0.0010014240710997241 0.0013730709815947158 0.0018746917381412516 0.0012373711008772481 0.0011342329147488715 0.0010283509749143098
leaf_count=558 167 526 273 274 88 1050 185
internal_value=0 -0.00249169 4.68377e-05 0.00477075 0.0125258 0.00132899 0.00902476
internal_weight=0 0.00807522 0.00707379 0.00561937 0.00374467 0.0025073 0.00212188
internal_count=3121 2769 2243 1685 1411 1323 352
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=9
num_cat=0
split_feature=4 484 160 13 151 2 12 4
split_gain=2.26599e-05 4.20161e-05 7.71421e-05 4.84506e-05 4.86708e-05 0.000112143 2.68304e-05 2.53705e-05
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -0.084034999999999985 -0.0083949999999999979 0.090675000000000019 0.091475000000000015 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -4
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.014375738051948967 -0.024007879279231141 0.02062410583886852 0.026778354367353558 -0.019864168901969532 -0.023555461879270698 0.02344981824769472 -0.0007041390524996213 0.0047044919641755787
leaf_weight=0.0010001575740131536 0.00122864786981286 0.0010185874935735211 0.0010595989719345007 0.0011905872837700603 0.001013572702618531 0.0015814137067923228 0.0010420695820821417 0.0010237489495032745
leaf_count=156 604 349 361 227 482 520 251 171
internal_value=0 0.00147689 -0.00091918 0.00318557 -0.00231481 0.00342995 -0.0119714 0.0159313
internal_weight=0 0.00915823 0.00813964 0.00691099 0.00482764 0.00363706 0.00205564 0.00208335
internal_count=3121 2965 2616 2012 1480 1253 733 532
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=9
num_cat=0
split_feature=4 12 15 42 43 51 0 15
split_gain=4.49676e-05 9.56036e-05 6.00129e-05 9.08571e-05 0.000105104 7.78998e-05 7.57217e-05 4.49386e-05
threshold=0.24564500000000003 0.098810000000000023 -0.095869999999999983 0.086665000000000006 0.0034250000000000005 -0.082744999999999985 -0.11437499999999999 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -2
right_child=7 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00041144543412223634 0.00040679196680370403 -0.00058137231179427944 -0.00037168262176865888 -0.00043431235099825613 0.00072513589103355045 0.00058538625330753198 -5.6941805136214659e-05 -4.9394901726561531e-05
leaf_weight=0.0010922367739508521 0.0018027059405973161 0.0012134796936539814 0.0012022543853495069 0.0010676593648083852 0.0011218721325418589 0.0012501727418682417 0.001619908470519466 0.0015389860619283175
leaf_count=263 266 404 271 755 152 118 732 160
internal_value=0 -7.14707e-05 1.26668e-05 8.66432e-05 0.000193725 4.73282e-05 0.000222849 0.000196699
internal_weight=0 0.00856758 0.0073541 0.00626187 0.00519421 0.00407234 0.00287008 0.00334169
internal_count=3121 2695 2291 2028 1273 1121 850 426
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=8
num_cat=0
split_feature=376 43 4 52 15 3 1
split_gain=2.41211e-05 4.68875e-05 4.90956e-05 7.01508e-05 4.67259e-05 3.86397e-05 5.9688e-05
threshold=0.048375000000000008 0.084740000000000024 0.0061450000000000003 -0.049749999999999996 -0.11713499999999999 -0.083924999999999986 0.091785000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.005075443786665179 0.01440623537416473 -0.019963425207632529 0.027998608294675625 -0.012284084901449346 0.012040286472624442 -0.033746900637534299 0.00015929836745064019
leaf_weight=0.0013958101964591826 0.0010337573994989207 0.0012192831915176601 0.0012643455176423396 0.0015477558927762289 0.0016124591200593476 0.0010170033628007992 0.0010606881205388035
leaf_count=886 166 321 170 202 286 778 312
internal_value=0 -0.00171177 0.00110587 0.00809157 0.000127113 -0.00779254 -0.0164374
internal_weight=0 0.00911735 0.00789806 0.00442456 0.00316022 0.0034735 0.00207769
internal_count=3121 2955 2634 658 488 1976 1090
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=10
num_cat=0
split_feature=124 50 15 52 47 16 4 4 43
split_gain=6.28456e-05 6.46899e-05 6.60955e-05 7.39542e-05 9.32444e-05 8.8203e-05 0.000121886 0.00012181 8.38249e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.08595499999999999 0.181285 -0.036839999999999991 -0.053764999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -7
right_child=1 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.00032691043894316797 0.00030974263869475589 -0.00064192131430157505 -0.00064224596263298456 -0.00063613670847342037 -0.0005746903657447138 0.00030333532396584076 0.00020155165207789755 0.00061702740524511668 -0.00045267486382451151
leaf_weight=0.0010179402180413603 0.0011463890108218818 0.0010639938651407959 0.0012053037387238169 0.0016049334137794458 0.0014266370801379134 0.0010348027011268814 0.0011436842524740181 0.001460760514270069 0.0012390079157498799
leaf_count=259 152 579 439 406 160 260 139 355 372
internal_value=0 -0.000181712 -0.000133994 -0.000189802 -0.000120858 -2.09915e-05 -0.000287579 0.000175215 -0.000108617
internal_weight=0 0.0113255 0.0102615 0.00911513 0.00790983 0.00648319 0.00274862 0.00373457 0.00227381
internal_count=3121 2862 2283 2131 1692 1532 545 987 632
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=9
num_cat=0
split_feature=48 150 52 16 3 3 1 16
split_gain=2.09976e-05 6.45395e-05 5.58011e-05 6.95851e-05 5.95717e-05 5.089e-05 8.23636e-05 4.04171e-05
threshold=-0.032929999999999994 0.089910000000000018 -0.049749999999999996 0.064860000000000015 -0.14477499999999996 0.090900000000000009 0.094385000000000011 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -7
right_child=1 -3 4 -5 5 7 -8 -9
leaf_value=0.013209744521776663 0.03374166506304601 -0.023246888881132667 -0.025593751371665158 -0.0011930547140522245 -0.0069168899637928188 -0.024969462535088111 0.029129832234278331 0.0032294031937575825
leaf_weight=0.0010487100533055184 0.001044668841973732 0.0012092365602785525 0.0010266960096327543 0.0012552832786667406 0.0013115125079366673 0.0010062890171636963 0.0012268147270982418 0.0010270355832562306
leaf_count=180 346 217 123 444 1396 106 250 59
internal_value=0 -0.00173276 0.00156107 0.0146748 -0.00382639 0.0010621 0.0105051 -0.0107262
internal_weight=0 0.00910754 0.0078983 0.00229995 0.00559835 0.00457165 0.00253833 0.00203332
internal_count=3121 2941 2724 790 1934 1811 1646 165
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=10
num_cat=0
split_feature=2 0 48 2 0 0 4 13 1
split_gain=6.09377e-05 0.00017883 0.00014308 8.25466e-05 9.58652e-05 0.000146419 7.77279e-05 6.63706e-05 3.48903e-05
threshold=0.10981000000000002 0.15398500000000004 0.12474000000000002 0.099185000000000009 -0.060129999999999996 -0.10151999999999999 0.0052350000000000009 -0.089109999999999981 0.12337000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 -2 -6
right_child=2 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00042681139036076658 0.00082642925476431094 -0.00087185893928435352 -0.00043791398680403454 0.000519083879292924 0.00040774160463587282 -0.00088959235293250357 0.00021998799781013711 0.00019850742241982425 -4.525434306943586e-05
leaf_weight=0.0012061297675899398 0.001006953089280142 0.0010208628481886695 0.0010079819346412722 0.0010266795205819629 0.0015039852306473792 0.0010719562246932551 0.0017518639383977842 0.0018113521715092456 0.0011562548990851505
leaf_count=140 140 46 81 294 152 1652 163 389 64
internal_value=0 -0.000100622 0.000196099 1.40467e-06 -7.80386e-05 -0.000268739 -4.37462e-05 0.000422858 0.00021085
internal_weight=0 0.00873773 0.00382629 0.00771687 0.00669019 0.00402995 0.00295799 0.00281831 0.00266024
internal_count=3121 2511 610 2465 2171 1955 303 529 216
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=9
num_cat=0
split_feature=4 42 49 160 0 52 3 12
split_gain=4.52303e-05 4.18058e-05 6.05191e-05 0.000110128 5.81044e-05 8.68708e-05 3.13285e-05 1.23736e-05
threshold=0.27287000000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 -0.10151999999999999 0.083680000000000018 -0.13309499999999996 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -2 -7
right_child=6 -3 4 -5 5 7 -8 -9
leaf_value=-0.0006966651909314388 7.8653512521270853e-06 -0.00041556744550533682 0.00036686778394530282 0.000134945602627587 -0.0003883512613946634 6.7709235511481287e-05 0.00045722987668561079 0.00037550759537550657
leaf_weight=0.0012065427614810814 0.0011795624224147372 0.0011614411545265929 0.0019613293279059744 0.001242927975358145 0.001628711458570002 0.0010080570268534363 0.0012066996206941466 0.0010005159394780093
leaf_count=338 83 526 233 175 868 363 269 266
internal_value=0 -6.78095e-05 -1.76236e-05 -0.000274683 9.48436e-05 -5.18398e-05 0.000235103 0.000221031
internal_weight=0 0.00920953 0.00804808 0.00244947 0.00559861 0.00363728 0.00238626 0.00200857
internal_count=3121 2769 2243 513 1730 1497 352 629
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=12
num_cat=0
split_feature=484 1 16 49 4 133 13 52 16 151 2
split_gain=0.000192429 8.65057e-05 7.51315e-05 0.000101429 0.000111721 9.77397e-05 0.000112 0.000137428 6.87012e-05 3.19074e-05 1.75949e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 -0.014034999999999997 -0.043469999999999995 0.181285 1.0000000180025095e-35 -0.063184999999999977 -0.07167999999999998 -0.51370499999999997 -0.0083949999999999979 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 10 6 -4 -8 -6 -2 -5
right_child=1 -3 5 4 8 -7 7 -9 -10 -11 -12
leaf_value=-0.00081860422049934308 -1.2202419912449228e-05 0.00061216985906335352 -0.00013408047772184813 -0.00043627309902960991 -0.0003480176447154021 -0.0002458843511683974 9.916164023498743e-05 0.0010706402430094007 0.00036383575031096089 0.0004719918703608588 -0.00079802218119283202
leaf_weight=0.001018307179015813 0.0010479116537056212 0.0010312940789947303 0.0010821830348657054 0.0010039757722841956 0.0010072594493126565 0.0013174187080677796 0.0010189400237874755 0.0012425611894619998 0.0010802784173924982 0.0010451060553732655 0.001065575853054146
leaf_count=515 104 162 207 692 63 337 258 87 130 84 482
internal_value=0 6.93577e-05 1.80527e-05 -0.000122457 -0.000299695 0.000206463 0.000384688 0.000632932 2.03588e-05 0.00022957 -0.000622531
internal_weight=0 0.0119425 0.0109112 0.00625011 0.00415709 0.0046611 0.00334368 0.0022615 0.00208754 0.00209302 0.00206955
internal_count=3121 2606 2444 1555 1367 889 552 345 193 188 1174
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=9
num_cat=0
split_feature=4 1 12 3 13 4 13 15
split_gain=2.38617e-05 3.03562e-05 8.39731e-05 6.0551e-05 7.83239e-05 0.000101699 4.08792e-05 2.90394e-05
threshold=0.27287000000000006 0.12811000000000003 0.098810000000000023 0.10299500000000002 -0.033284999999999988 -0.0016099999999999997 0.0076650000000000008 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -2
right_child=7 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.024683978991870581 -0.0021619953261784678 0.012112039172238276 -0.030884301550774512 0.021168681838772754 0.030585183011361317 -0.021289577599705838 0.0032664078987004602 0.021254243066809078
leaf_weight=0.0014467924017793296 0.0010847701280224747 0.0011892018450321007 0.0010739501488164832 0.0010596222238989372 0.0010007962235802489 0.0011258708868057787 0.0012099848706394779 0.0010348355720935297
leaf_count=1266 167 101 389 104 502 188 219 185
internal_value=0 -0.00264659 -0.00518395 -0.000460249 -0.00525146 0.0031746 0.0156333 0.0092703
internal_weight=0 0.00810622 0.00691702 0.00584307 0.00478344 0.00333665 0.00221078 0.00211961
internal_count=3121 2769 2668 2279 2175 909 721 352
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=8
num_cat=0
split_feature=15 15 13 16 13 2 3
split_gain=2.17983e-05 4.10004e-05 4.18455e-05 6.36942e-05 5.99768e-05 6.44785e-05 7.7528e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 -0.10664 0.084245000000000014 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.01189851603909438 -0.020584351400669831 0.021977867378082508 0.015101831883405427 -0.024659985039338819 0.012743940961717496 -0.029664135680206701 0.0052690726513406443
leaf_weight=0.0013067234796236343 0.0010406802042150351 0.0011271092786737484 0.0015766581050036107 0.0011264022970406684 0.0014461743934824963 0.0013877205575002884 0.0011717241295812197
leaf_count=253 256 163 166 384 645 1159 95
internal_value=0 -0.00193529 0.000541509 -0.0031262 0.0015995 -0.00413461 -0.0136716
internal_weight=0 0.00887647 0.00783579 0.00625913 0.00513273 0.00400562 0.00255944
internal_count=3121 2868 2612 2446 2062 1899 1254
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=9
num_cat=0
split_feature=376 43 3 43 1 47 52 1
split_gain=2.17679e-05 4.00278e-05 4.85196e-05 7.49563e-05 4.7167e-05 0.000108773 5.06488e-05 7.43727e-05
threshold=0.048375000000000008 0.084740000000000024 -0.10519499999999998 -0.13868499999999997 0.12408500000000001 0.086380000000000012 -0.07167999999999998 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8
right_child=-2 -3 4 -5 -6 -7 7 -9
leaf_value=-0.0078356377654432343 0.01355428813985992 -0.018624182907441306 -0.016138157892853354 0.028052309846634621 0.014338877261500583 -0.037162033977733398 -0.010224361143796939 0.0271805408066466
leaf_weight=0.0010115243798996133 0.0010407231111868474 0.0012130759481993629 0.0012510271916782302 0.0013705117507256566 0.0010924700493599475 0.001039124604908168 0.001022920000694926 0.001106632017604605
leaf_count=148 166 321 434 203 177 245 1169 258
internal_value=0 -0.00171212 0.000886697 0.0128126 -0.00426698 -0.008866 -0.00016835 0.00921328
internal_weight=0 0.00910729 0.00789421 0.00238204 0.00551217 0.0044197 0.00338058 0.00212955
internal_count=3121 2955 2634 351 2283 2106 1861 1427
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=8
num_cat=0
split_feature=14 2 0 0 0 2 4
split_gain=2.32246e-05 6.70191e-05 6.03206e-05 7.20691e-05 0.000104537 5.40623e-05 4.57248e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 -0.10607499999999999 -0.060129999999999996 0.010870000000000003 0.11982500000000001 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -3 -2
right_child=1 5 3 4 -6 -7 -8
leaf_value=-0.014332867021983501 -0.0024118319865603609 0.030254114791866672 -0.031774290862576368 0.02025811232639653 -0.016920213125276747 -0.00073614029455897154 0.025477299358215466
leaf_weight=0.0010339220670384586 0.001414726273630258 0.0012537729231746992 0.0011672037280985206 0.0012218805300215833 0.0019847837600661849 0.0010215881858077272 0.0010058313154135499
leaf_count=161 194 234 1791 117 214 271 139
internal_value=0 0.00148587 -0.00348863 -0.010498 -0.00275363 0.0163402 0.00917713
internal_weight=0 0.00906979 0.00679443 0.00437387 0.00320666 0.00227536 0.00242056
internal_count=3121 2960 2455 2122 331 505 333
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=7
num_cat=0
split_feature=51 457 2 16 52 15
split_gain=2.30299e-05 3.61521e-05 4.6984e-05 0.000136025 8.19503e-05 6.47879e-05
threshold=-0.076794999999999988 0.045365000000000009 0.11018500000000002 -0.074319999999999983 0.084960000000000022 -0.043924999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.010539682052579886 -0.010403159819825678 0.018372078690696066 -0.010209763725160666 0.037587048386844936 -0.025800400306007693 0.018021012938638125
leaf_weight=0.0017517877672116626 0.0017602896099308705 0.001169837419112022 0.0013582745183593383 0.0010601454785104851 0.0014899631575175918 0.0014728509622350468
leaf_count=537 476 227 239 183 795 664
internal_value=0 0.00207673 -0.000592573 0.0107426 -0.00639663 0.00254542
internal_weight=0 0.00831136 0.00714152 0.00241842 0.0047231 0.00323314
internal_count=3121 2584 2357 422 1935 1140
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=9
num_cat=0
split_feature=48 2 52 150 12 48 15 3
split_gain=5.70179e-05 9.92319e-05 9.27291e-05 0.000100021 8.38233e-05 9.34166e-05 0.000235732 0.000239698
threshold=0.12230500000000001 0.11510000000000002 0.11434500000000002 0.089910000000000018 0.10345000000000001 0.083985000000000018 -0.016799999999999995 -0.10217499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00089669750197942592 -0.00059337202529184728 0.00037004259232339677 -0.00074242385315482291 -0.00057097371337582554 0.00046689203749318217 0.00037800049716391217 -0.00061530920862721791 0.00050284571855141783
leaf_weight=0.0014336033963872059 0.0010160495877917447 0.0014488172167956446 0.0010103787653166522 0.0015080429252970623 0.0011612682788780171 0.0011897505352551716 0.0012112526558134583 0.0018828912677851283
leaf_count=420 108 380 394 187 180 303 184 965
internal_value=0 -0.000107611 -0.000181253 -0.000113647 -1.33871e-05 -0.000110935 -0.000239413 6.51259e-05
internal_weight=0 0.010846 0.00939719 0.00838681 0.00687877 0.0057175 0.00452775 0.00309414
internal_count=3121 3013 2633 2239 2052 1872 1569 1149
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=8
num_cat=0
split_feature=150 150 0 16 16 12 3
split_gain=2.19068e-05 5.89269e-05 3.41589e-05 7.38658e-05 8.23262e-05 0.000111314 3.78935e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 0.09141500000000001 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0017139624702483338 -0.01382357477587793 0.021796912174413988 0.018552833680598423 -0.039694474807931562 0.014386559313231313 0.0050438781739296067 -0.02344926893034649
leaf_weight=0.0011189297833693766 0.0010617443488736824 0.0012200496466566154 0.0018832579467040101 0.0011258964767358651 0.0012610520377005566 0.0010990124262478702 0.001286578289004827
leaf_count=217 124 296 1220 547 293 303 121
internal_value=0 0.0013647 -0.00184162 0.00259505 -0.006026 -0.0175956 -0.0117445
internal_weight=0 0.00899478 0.00777473 0.00536922 0.00348596 0.00222491 0.00240551
internal_count=3121 2997 2701 2363 1143 850 338
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=8
num_cat=0
split_feature=47 4 12 15 4 52 2
split_gain=2.25567e-05 5.70856e-05 5.50912e-05 4.92165e-05 3.18082e-05 3.34804e-05 3.35315e-05
threshold=0.11893500000000001 0.24564500000000003 0.095330000000000012 -0.43375999999999998 -0.0016099999999999997 0.077655000000000016 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.014285967468212089 -0.01415869472562196 -0.0021165451667380891 -0.023271149713765555 0.026027766270457827 -0.009664303830292903 0.019029464396853612 0.011194548193544191
leaf_weight=0.0010204346070397143 0.0010402443235157282 0.0010797068977446711 0.0011674285557258766 0.0014635990430625536 0.0018860096925322318 0.0013134467576720135 0.0010457127650122505
leaf_count=740 115 169 570 228 430 612 257
internal_value=0 0.00139669 -0.00361755 0.0140797 0.000739821 0.00654593 -0.00138984
internal_weight=0 0.00897634 0.00643303 0.00254331 0.0052656 0.00337959 0.00206615
internal_count=3121 3006 2609 397 2039 1609 997
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=7
num_cat=0
split_feature=42 160 43 0 2 0
split_gain=2.238e-05 3.39286e-05 4.70231e-05 3.08908e-05 6.6969e-05 5.57511e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.098260000000000014 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.011403758661260106 -0.0098209842228691342 0.020201644062512226 -0.004975058417505708 -0.025518305687303223 0.0085174435410267264 0.024350686434843956
leaf_weight=0.001512160958481351 0.0019374308466881393 0.0015908494338732308 0.0014831778766488113 0.0011226046111651013 0.0011918701067857689 0.0011516205546768243
leaf_count=862 828 482 116 449 243 141
internal_value=0 0.00180227 0.00524552 0.00043816 -0.00799114 0.00784267
internal_weight=0 0.00847755 0.00654012 0.00494927 0.00231447 0.0026348
internal_count=3121 2259 1431 949 692 257
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=8
num_cat=0
split_feature=15 15 52 2 1 16 1
split_gain=2.39673e-05 3.51765e-05 2.93252e-05 5.88336e-05 5.16297e-05 9.43041e-05 4.25075e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.088204999999999992 0.10097500000000002 0.080270000000000022 -0.091114999999999988 0.10124500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=0.012549116009758455 -0.019631589728880228 -0.011474828685618355 0.025482724942900537 -0.023208735933893759 0.02040014410846076 -0.020507450307399446 0.0044305701331807191
leaf_weight=0.0012885063679129319 0.0010077604252928495 0.0016709379656067577 0.0015036051718420569 0.0011128384644123832 0.0012254543741449459 0.0010433159489522384 0.0011128863599227327
leaf_count=253 256 615 1011 223 126 468 169
internal_value=0 -0.00206699 0.000241109 0.00350491 0.0111123 0.00158839 -0.00938879
internal_weight=0 0.0086768 0.00766904 0.0059981 0.00377238 0.00226877 0.00222572
internal_count=3121 2868 2612 1997 1605 594 392
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=7
num_cat=0
split_feature=376 43 4 52 1 1
split_gain=2.20612e-05 3.87857e-05 4.06769e-05 6.02228e-05 4.38074e-05 3.84192e-05
threshold=0.048375000000000008 0.084740000000000024 0.0061450000000000003 -0.049749999999999996 0.10937500000000001 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0025030031697065233 0.013782716866961321 -0.01850349818722595 0.025894206740088396 -0.013906785784631654 0.010121888560048118 -0.018872183015884531
leaf_weight=0.0018198546051079066 0.0010185216626176089 0.0011967247033579896 0.001238549720834153 0.0013297350041311176 0.0017669108903343627 0.0015631090571369289
leaf_count=1327 166 321 170 281 207 649
internal_value=0 -0.00175262 0.00084466 0.00725767 -0.000196298 -0.00737347
internal_weight=0 0.00891488 0.00771816 0.0043352 0.00309665 0.00338296
internal_count=3121 2955 2634 658 488 1976
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=9
num_cat=0
split_feature=13 47 16 12 51 12 13 4
split_gain=5.06276e-05 5.61769e-05 7.56225e-05 0.000103464 0.000129122 9.00528e-05 5.38568e-05 4.89556e-05
threshold=-0.23438999999999996 0.11893500000000001 -0.15241499999999997 0.084100000000000022 0.086685000000000012 0.096210000000000004 0.0015850000000000003 0.27834500000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 7 -4 -2
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0003163340226094977 -0.00026498920894163416 -0.00046798079846042229 0.0004330570424764974 -0.00055082952170312056 -0.00056598938002885943 0.00071485808893770656 -0.00012517922315913167 0.00031361721556740499
leaf_weight=0.0016246925457336506 0.0011686183769833245 0.0011330394071624684 0.0019218188670879215 0.0016741063486041211 0.0010327354013483958 0.0010232777140066337 0.0010155822568204131 0.0010834298970543062
leaf_count=169 183 100 456 1810 114 64 74 151
internal_value=0 -5.67185e-05 -4.47642e-06 -0.00014201 3.03793e-05 0.000232529 0.000240051 1.33705e-05
internal_weight=0 0.0100526 0.00891957 0.00564424 0.00397014 0.00327533 0.0029374 0.00225205
internal_count=3121 2952 2852 2454 644 398 530 334
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=8
num_cat=0
split_feature=13 3 150 3 0 2 43
split_gain=2.29254e-05 3.80455e-05 6.15761e-05 0.000101792 5.59936e-05 6.41433e-05 3.47339e-05
threshold=-0.23438999999999996 0.097915000000000016 0.087170000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.083995000000000014 -0.089499999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=0.011931406526472879 -0.029689368333809897 -0.014712023824622869 -0.017449325734769778 0.033512953038629993 -0.0024691231398034971 0.0047985948961065429 0.023279657318050068
leaf_weight=0.0013571844342778255 0.0010516665134079528 0.0018602628138439103 0.0013724887751445283 0.0010932049758506134 0.0010064639822987521 0.0011068743983243866 0.00109263076940408
leaf_count=169 626 168 253 155 87 1362 301
internal_value=0 -0.00205527 0.0014467 0.00629352 -0.00069543 -0.0120043 0.0109338
internal_weight=0 0.00858359 0.00672333 0.00535084 0.00425764 0.00215854 0.00209909
internal_count=3121 2952 2784 2531 2376 1988 388
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=8
num_cat=0
split_feature=2 4 49 15 0 52 15
split_gain=2.14142e-05 3.25862e-05 4.17542e-05 9.35847e-05 5.41645e-05 0.000149262 8.73369e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.0020949999999999996 -0.074054999999999996 -0.053834999999999994 0.096795000000000006 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.012223862980301866 0.0063208609786683471 0.01256555459082848 -0.0090244110665720686 -0.035265704912065314 -0.032094825372672851 0.015726431484550055 0.028048416863976446
leaf_weight=0.0012288810648958112 0.0010038246028800041 0.0013232667051518337 0.0011899562416512104 0.001173975492317938 0.0013931258786438767 0.0012280276466593281 0.0013636944974955076
leaf_count=199 192 259 642 319 255 74 1181
internal_value=0 -0.00188077 -0.00448071 -0.016097 0.000407973 -0.00969025 0.0107731
internal_weight=0 0.00867587 0.0073526 0.0021778 0.0051748 0.00262115 0.00255365
internal_count=3121 2922 2663 511 2152 329 1823
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=8
num_cat=0
split_feature=11 48 0 15 3 15 4
split_gain=2.27007e-05 4.06754e-05 0.000110494 6.73318e-05 7.91107e-05 5.16465e-05 2.88181e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 -0.016799999999999995 0.10542000000000001 -0.095244999999999982 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0039626819422381816 -0.014316393518563049 -0.0091780498030321293 0.033294537922187652 0.0051910193556912246 0.028185884994836707 -0.032543362703394349 -0.016308122594585955
leaf_weight=0.0016784688872909239 0.0010110288810340857 0.0012025920311362626 0.0012483542044979022 0.0015252773731615577 0.0011245229845776566 0.001014356826025752 0.0010545378767462313
leaf_count=345 199 79 479 434 72 541 972
internal_value=0 0.00150088 0.0124548 -0.00269587 0.00605125 -0.0147287 -0.00359707
internal_weight=0 0.00884811 0.00245095 0.00639716 0.00370434 0.00269283 0.00257982
internal_count=3121 2922 558 2364 1478 886 1406
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=8
num_cat=0
split_feature=48 12 16 13 49 16 4
split_gain=2.48848e-05 5.55915e-05 8.13142e-05 5.60577e-05 4.57799e-05 3.65201e-05 7.98993e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 -0.084034999999999985 -0.0020949999999999996 -0.032969999999999992 -0.07168999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.01458213775319233 0.019336810762005663 -0.031219831493311985 0.0049729824985039039 -0.018786892706084135 -0.0086800140858160485 -0.0076995996214828492 0.032025822486401616
leaf_weight=0.0010319641007360955 0.0016005592875818321 0.00134043611425174 0.0011561880317374072 0.0012433424002123851 0.0014233648177754371 0.0010095904884254098 0.0010156171362589962
leaf_count=180 768 572 323 224 629 192 233
internal_value=0 -0.00183291 -0.0144589 0.00317663 -0.00233611 0.00359503 0.0122222
internal_weight=0 0.0087891 0.00249662 0.00629247 0.00469191 0.00344857 0.00202521
internal_count=3121 2941 895 2046 1278 1054 425
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=9
num_cat=0
split_feature=1 4 133 4 15 47 15 1
split_gain=3.92714e-05 9.25514e-05 6.13708e-05 5.40384e-05 7.77419e-05 7.42386e-05 9.54394e-05 8.20111e-05
threshold=0.077565000000000009 -0.083854999999999985 1.0000000180025095e-35 -0.04890499999999999 -0.016799999999999995 0.086380000000000012 -0.10653 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 7 -7 -5
right_child=3 -3 -4 4 -6 6 -8 -9
leaf_value=0.00036673141010673581 -0.00027465082986478923 -0.00067626949489797293 -0.00030544738842397384 0.00053563972093746866 0.00060299145717481134 0.00018843011493107243 -0.00062522173548802641 -9.2190073327465014e-05
leaf_weight=0.0010924657636472972 0.0014404299934007983 0.0010142912050689944 0.0010004523033496585 0.0016788140710037056 0.0011699246674419222 0.0010776891433683126 0.0011411480435810106 0.00152797395899162
leaf_count=223 551 1283 130 238 156 103 162 275
internal_value=0 -0.000190164 4.54179e-05 6.94145e-05 0.000144556 4.57042e-05 -0.000230031 0.000236491
internal_weight=0 0.00310721 0.00209292 0.00803598 0.00659555 0.00542563 0.00221884 0.00320679
internal_count=3121 1636 353 1485 934 778 265 513
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=8
num_cat=0
split_feature=1 0 15 151 15 16 2
split_gain=2.21547e-05 5.14302e-05 3.84469e-05 5.79817e-05 7.26412e-05 0.000142351 0.000179964
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 -0.044604999999999992 -0.037864999999999989 -0.071854999999999988 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.023283044079346671 -0.011798372870085781 0.0043302942961893744 -0.014584848741084268 -0.010760364459942053 0.033887672954182595 -0.022477011295821803 0.046131818332839025
leaf_weight=0.0011973775240487336 0.0014046195442821126 0.0015445744524896932 0.0010715551477686065 0.0010438256463398124 0.0010955949272047046 0.0012614852728492585 0.0011897370430614413
leaf_count=1565 262 71 433 158 233 230 169
internal_value=0 -0.00772812 0.00286194 0.00598027 0.0114201 0.00437716 0.019544
internal_weight=0 0.00274195 0.00706682 0.00599526 0.00459064 0.00349505 0.00223356
internal_count=3121 1636 1485 1052 790 557 327
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=9
num_cat=0
split_feature=14 15 4 15 42 43 16 16
split_gain=5.42287e-05 0.000114268 4.84073e-05 6.7669e-05 6.59482e-05 0.000159794 9.31055e-05 0.000171853
threshold=-0.10708499999999999 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 0.22339500000000004 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00044052548167126504 0.00062946615794398132 0.00043054209814003387 -0.00039662109532453049 -0.00045564495133709754 0.00060982987826716829 -0.00034183973601758437 -0.00062011059941288391 0.00057245341619490124
leaf_weight=0.0010024585974945767 0.0011190939731741236 0.001308122817564753 0.0012247084465567279 0.001291301069389148 0.0014080607793431682 0.0019883884313121021 0.001180117194784374 0.0013118792223016287
leaf_count=140 232 223 148 707 330 761 291 289
internal_value=0 3.61595e-05 -3.2202e-05 2.03798e-05 -5.43502e-05 3.36513e-05 -0.000147426 2.15981e-05
internal_weight=0 0.0108317 0.00971258 0.00848787 0.00717975 0.00588845 0.00448038 0.00330027
internal_count=3121 2981 2749 2601 2378 1671 1341 1050
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=10
num_cat=0
split_feature=48 12 1 2 12 15 16 16 16
split_gain=5.35387e-05 8.50728e-05 8.98694e-05 7.48127e-05 6.81404e-05 6.44765e-05 0.000136026 4.94846e-05 4.93014e-05
threshold=-0.032929999999999994 0.11650500000000001 0.10508500000000001 0.10097500000000002 0.090455000000000021 -0.037864999999999989 -0.061854999999999993 -0.029084999999999996 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 8 -2 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=0.00037882886519704329 9.2085848802304417e-06 -0.00058313820567007632 7.0062089209828551e-05 -0.00056436848315806899 0.00035606356464384632 0.00065085665025187741 -0.00050448455975746751 -0.0005123034149443472 0.00068167315455734613
leaf_weight=0.0012468907027367209 0.0018291507192753343 0.0010405908616987975 0.0010101821785208443 0.0013132966860115421 0.0012475767281859935 0.0010348678344916529 0.0010081603073872816 0.001132699505529955 0.0010167187532287324
leaf_count=180 758 141 135 371 580 109 176 538 133
internal_value=0 -5.06357e-05 7.12901e-06 -0.000155794 -2.83234e-05 0.000228209 8.40985e-05 -0.000190233 0.000376854
internal_weight=0 0.0106332 0.00959265 0.00552272 0.00420943 0.00406993 0.00303506 0.00296185 0.0020269
internal_count=3121 2941 2800 2247 1876 553 444 1296 268
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=10
num_cat=0
split_feature=50 51 160 49 3 2 16 15 3
split_gain=6.31069e-05 6.1323e-05 0.000119015 8.28081e-05 9.61369e-05 0.000163586 0.000176722 7.65892e-05 3.57556e-05
threshold=0.083090000000000011 -0.076794999999999988 -0.027994999999999996 -0.043469999999999995 -0.13309499999999996 0.10613000000000002 -0.14771999999999999 -0.036009999999999993 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 -5 6 -6 -4 -1
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=-5.6956692182267773e-06 -0.00044723358860497033 0.00074141854688974007 0.00062530672589742253 -0.00054277689526812322 0.00091374964182431868 -0.00050381283739159809 -8.7827169302369973e-05 -7.4186413975261661e-05 -0.00052290720427079762
leaf_weight=0.0010043138505304002 0.0011483504499777116 0.0010037228877648142 0.0014066410835724243 0.0014381148690557587 0.0011365316230057278 0.0013978773642102597 0.0016762329509496317 0.0010518159293916333 0.0010523521195922036
leaf_count=391 597 399 199 135 115 200 889 88 108
internal_value=0 3.5475e-05 0.000104509 2.56554e-05 -0.000105078 4.44156e-05 0.000316872 0.000326039 -0.000270342
internal_weight=0 0.0111676 0.00911094 0.00810721 0.00564876 0.00421064 0.00281276 0.00245846 0.00205667
internal_count=3121 2524 2025 1626 1339 1204 1004 287 499
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=8
num_cat=0
split_feature=2 4 12 3 150 4 12
split_gain=2.59346e-05 2.86983e-05 3.31581e-05 5.78058e-05 7.44425e-05 9.23983e-05 0.000110352
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.040564999999999997 0.14121000000000003 0.086615000000000011 -0.10429499999999998 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.013470015768711728 -0.021144546506664919 0.011787804900352958 -0.020652081717375953 0.019956238657290661 -0.030459412635361074 0.035570810104043504 -0.0050913517722725489
leaf_weight=0.0012335341432851499 0.0010226205255628304 0.0012800017363797447 0.0014608438351233753 0.0010286836604643801 0.0010042507085266262 0.0010740299913022137 0.001762956738494676
leaf_count=199 175 247 282 77 190 105 1846
internal_value=0 -0.00203117 -0.00443663 -0.00173777 -0.00594673 -0.00021899 0.0103026
internal_weight=0 0.00863339 0.00735339 0.00633076 0.00530208 0.00429783 0.00283699
internal_count=3121 2922 2675 2500 2423 2233 1951
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=10
num_cat=0
split_feature=42 43 3 13 16 15 48 4 16
split_gain=4.82132e-05 8.26934e-05 0.000232172 0.000153759 5.83051e-05 5.59251e-05 9.3586e-05 8.50962e-05 2.93444e-05
threshold=-0.098769999999999983 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.15891500000000003 -0.10203999999999998 0.086910000000000015 -0.033174999999999989 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -3
right_child=1 4 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00041249144369597137 -0.00061774100220140832 -3.3436885590891171e-05 0.001030703461450804 0.000454682707987269 -0.00048836005052161203 -9.0018269269264402e-05 -0.00030247200138302502 0.0006021400049514811 -0.0004885512206160745
leaf_weight=0.0010100055180674071 0.001037540218307926 0.0011020552599915884 0.0010966931441205004 0.0010186584305539102 0.0011229350880294833 0.0011290475494934826 0.0013210469084603766 0.0017282071926266779 0.0010769668947360461
leaf_count=221 631 137 395 260 233 697 124 242 181
internal_value=0 3.57946e-05 0.000302136 -8.64531e-05 -7.64668e-05 -3.71142e-06 0.000129097 0.000328633 -0.000258374
internal_weight=0 0.0106332 0.00315289 0.0020562 0.00748026 0.00635732 0.0041783 0.00285725 0.00217902
internal_count=3121 2900 1286 891 1614 1381 1063 939 318
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=7
num_cat=0
split_feature=14 2 4 1 52 2
split_gain=2.57217e-05 4.92658e-05 5.63311e-05 5.0739e-05 5.29229e-05 4.79242e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 -0.10429499999999998 0.10612500000000001 -0.0064899999999999992 0.11982500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.015224162463598838 -0.01717430237824193 0.02817406807908553 -0.0030950444699441334 -0.008939357837636646 0.024790609678639833 -0.0014169174896649869
leaf_weight=0.0010075745425226256 0.0019064681810999941 0.0011926030426336603 0.0012561290806418963 0.0019979619899148406 0.0014853782998286709 0.001011527454176048
leaf_count=161 281 234 643 238 1293 271
internal_value=0 0.00163842 -0.00265833 0.00318077 0.0120137 0.0145941
internal_weight=0 0.00885007 0.00664594 0.00473947 0.00274151 0.00220413
internal_count=3121 2960 2455 2174 1936 505
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=10
num_cat=0
split_feature=124 50 151 4 16 48 16 1 12
split_gain=6.93711e-05 9.28376e-05 9.13025e-05 0.000176236 0.000192531 0.000128892 0.000101233 9.72749e-05 7.97722e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.181285 -0.094359999999999986 0.088965000000000002 0.16703000000000004 0.111945 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -5 -8
right_child=1 -3 3 7 5 -7 8 -9 -10
leaf_value=0.00048355093713888848 -0.00047221470815985187 -0.00060812556400629213 -0.00085962059679763449 7.4847873511977876e-05 0.00021342611788087291 0.00064996712889072697 -0.00079690334769678386 0.00083434894184314606 -2.0183497637205701e-05
leaf_weight=0.0010253725555551376 0.0013231124158209059 0.0010369827399338517 0.0010653077041054186 0.0011470247506915226 0.0019359729567592476 0.0011038368245762965 0.00102855820762246 0.0014912541115524273 0.0010052018100978868
leaf_count=259 239 579 216 119 998 180 187 175 169
internal_value=0 -4.94194e-05 7.94236e-06 8.03236e-05 -0.000101821 5.72959e-05 -0.000107504 0.000504146 -0.000413003
internal_weight=0 0.0111373 0.0101003 0.00877716 0.00613888 0.00507357 0.00396973 0.00263828 0.00203376
internal_count=3121 2862 2283 2044 1750 1534 1354 294 356
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=9
num_cat=0
split_feature=124 50 3 47 0 42 52 16
split_gain=5.23078e-05 6.72829e-05 7.19869e-05 0.000108009 0.000114455 7.57292e-05 6.54961e-05 0.000128367
threshold=-0.043384999999999993 0.07826000000000001 -0.10519499999999998 0.092530000000000015 -0.055064999999999996 0.075730000000000006 -0.066844999999999988 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.00041658707509983531 0.00050027511461809529 -0.00052379263102074957 -0.00011453892805863032 -0.0005658470194532737 -0.00047332262896689357 -0.00010676309970799577 -4.9532048019250122e-05 0.00088236016475931709
leaf_weight=0.001013442376334178 0.0018516851278929476 0.0010389228242567152 0.0015707348857926179 0.0015665919448828334 0.001333166831670167 0.0013781919015645044 0.0011624168494452172 0.00111192230686996
leaf_count=259 230 579 349 213 211 111 392 777
internal_value=0 -4.8922e-05 5.38493e-07 -0.000114731 2.17469e-05 0.000241251 0.000193398 0.000406069
internal_weight=0 0.0110136 0.00997471 0.00674483 0.00517824 0.00322988 0.00384507 0.00227434
internal_count=3121 2862 2283 1942 1729 341 1518 1169
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=8
num_cat=0
split_feature=49 15 42 43 43 1 2
split_gain=2.19428e-05 6.95323e-05 6.01241e-05 4.52035e-05 5.39837e-05 9.97218e-05 8.34138e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.084004999999999982 0.05259500000000001 0.094465000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.025256935259517804 0.015160368677436323 -0.0091078638416831025 -0.025501244314779806 -0.036532005739909217 0.014285122911505141 0.017721770904357732 -0.017634496087636089
leaf_weight=0.0011960739600535486 0.0016387321657671036 0.0011596416643435518 0.0010039693438483998 0.0010257045251213705 0.0012127357734770354 0.0013428987625629003 0.0013263060186629013
leaf_count=226 517 199 621 929 265 208 156
internal_value=0 0.00834027 -0.00271456 0.000780069 -0.00402172 -0.0100304 0.000153531
internal_weight=0 0.00235572 0.00755035 0.00654638 0.00490765 0.00369491 0.0026692
internal_count=3121 425 2696 2075 1558 1293 364
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 4 15 16
split_gain=4.68578e-05 0.000111678 6.63798e-05 0.000123898 6.61526e-05 6.95097e-05 0.000102699 5.52406e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 -0.081404999999999991 0.24564500000000003 -0.016799999999999995 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00049879835482778917 0.00039296023636082569 0.0005076830273294205 0.00050237603564475301 -0.00058455055755159396 -0.00050265134779066759 -3.6697998138065647e-05 0.00020138133449638392 0.00060457190995770189
leaf_weight=0.0017520322179626216 0.0010220190341037822 0.0011866592933850754 0.0010645064159528102 0.0012519275393481077 0.0017650201267434952 0.0010594102399174021 0.0014518690185804869 0.0010077196428619965
leaf_count=736 344 151 166 99 465 84 892 184
internal_value=0 -4.67729e-05 4.33549e-05 -1.99179e-05 8.93256e-05 -4.6271e-06 -0.000184902 0.000275919
internal_weight=0 0.0105391 0.00878711 0.00772261 0.00647068 0.00528402 0.00321689 0.00206713
internal_count=3121 2777 2041 1875 1776 1625 1357 268
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=9
num_cat=0
split_feature=48 150 52 51 1 2 0 4
split_gain=2.23884e-05 4.91995e-05 5.16466e-05 6.10492e-05 5.95144e-05 4.81352e-05 6.28814e-05 5.1868e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.076794999999999988 0.11588000000000001 0.11093500000000002 0.047850000000000011 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=0.013767350302930021 -0.0021356799893295889 -0.020586305278974489 0.010025305225633691 0.030932357724032439 0.014310068361449605 0.0089228999682193326 -0.036175691349907113 -0.021913420921976613
leaf_weight=0.0010436512758734582 0.0011426323148719746 0.0011953862273630144 0.0010136579595334851 0.0010917066998981681 0.0013322337345298063 0.0010094827029950692 0.0010451258476974687 0.001020236895679527
leaf_count=180 328 229 1270 456 216 164 63 215
internal_value=0 -0.00171864 0.00122766 0.0140215 -0.00404575 -0.010027 -0.0162398 -0.00599571
internal_weight=0 0.00885046 0.00765508 0.00223434 0.00542074 0.0040885 0.00307902 0.00203389
internal_count=3121 2941 2712 784 1928 1712 1548 1485
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 1 52 1
split_gain=4.48385e-05 0.000109216 8.53046e-05 0.000115153 8.59725e-05 7.29211e-05 6.90768e-05 4.25541e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.10871500000000002 0.077655000000000016 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=-0.00049180923821235203 0.00038293231397536394 0.00052812343558923062 0.00056132751823025062 -0.00078291081918702317 0.00038087051426173764 -0.00040952904282836678 -0.00012306799826496335 0.00010760046355666178
leaf_weight=0.0017605502815725938 0.0010272173920931544 0.0012020906805658834 0.0010729829978310471 0.0011117351155091226 0.0015312116313994338 0.0012907887654806107 0.0013514949755838589 0.0011630254147573427
leaf_count=736 344 158 166 731 288 79 474 145
internal_value=0 -4.63286e-05 4.35788e-05 -2.9037e-05 -0.000132903 4.50988e-05 -0.000420876 -0.000164427
internal_weight=0 0.0104839 0.00872333 0.00765035 0.00644826 0.00398503 0.00246323 0.00245381
internal_count=3121 2777 2041 1875 1717 512 1205 224
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=8
num_cat=0
split_feature=52 52 49 16 16 52 1
split_gain=2.24967e-05 4.17294e-05 4.93782e-05 6.907e-05 6.92091e-05 6.78539e-05 4.13446e-05
threshold=0.15116000000000002 0.10024500000000001 -0.080089999999999981 0.071345000000000006 -0.094359999999999986 -0.049749999999999996 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.017572836311153889 -0.013881452085243244 0.020187440275758677 -0.019813859502388651 -0.024130733137125306 0.029551668983921753 -0.0036015369712787217 0.005743454392666417
leaf_weight=0.0012118058853999754 0.0010554856380989601 0.0010590508414660971 0.0016742988838121292 0.0013963228708538727 0.0012387214516696699 0.0012306594289716675 0.0010177383288064038
leaf_count=225 377 236 349 481 331 970 152
internal_value=0 0.00156595 -0.000972308 -0.00439927 0.000938702 0.0130292 -0.0101518
internal_weight=0 0.0088286 0.00776955 0.00655774 0.00516142 0.00246938 0.00269204
internal_count=3121 2744 2508 2283 1802 1301 501
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 16
split_gain=3.61662e-05 6.59486e-05 0.00012735 9.54518e-05 7.53448e-05 0.0001494 6.72587e-05 4.40567e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.13309499999999996 -0.016799999999999995 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00036268320106014128 0.00034544828622618435 -0.00044455344212153869 0.00066170293681289518 -0.00058630766399036085 2.2085157655101332e-05 0.00015923555315080831 0.00075835910963990231 -0.00052808038053538131
leaf_weight=0.0019593027208945233 0.0010360725653252847 0.0010343437464546976 0.0010909547515733477 0.0011089485382594251 0.0011512736377980539 0.0016046974747697083 0.001307290092911105 0.0010888995828237358
leaf_count=462 124 185 237 396 219 909 143 446
internal_value=0 -3.87991e-05 3.68694e-05 -5.65676e-05 3.83898e-05 0.000135345 0.000428202 -0.000245338
internal_weight=0 0.0103457 0.00838641 0.00729545 0.0061865 0.00515216 0.00291199 0.00224017
internal_count=3121 2997 2535 2298 1902 1717 1052 665
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=11
num_cat=0
split_feature=14 124 0 3 16 151 1 3 0 4
split_gain=0.000182655 0.000123543 0.000104374 0.000164314 0.000124291 0.000175294 0.000122491 0.000144158 0.000107942 7.81441e-05
threshold=0.023790000000000002 -0.043384999999999993 -0.10151999999999999 -0.10023499999999998 -0.070454999999999976 -0.0083949999999999979 0.12165500000000001 0.10732000000000001 0.11070500000000001 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 -3 7 -5 -4 -7
right_child=-2 2 3 6 -6 9 -8 -9 -10 -11
leaf_value=0.00067453908228518543 -0.00081218633474562727 -0.0006129937638599686 0.00047860216687859277 -0.0012266503837093264 0.00064638148293717063 -7.0119937308577552e-05 3.4789806618765937e-05 -0.00020954006194201784 -0.00033045289612923669 0.00060794541962329882
leaf_weight=0.0011220555889012033 0.0010122086631955693 0.0012295820469946823 0.0016835644438130252 0.0011540022532612448 0.001611312227782281 0.0012496162755376876 0.001164903681942614 0.0010000104889322792 0.0010169910791742454 0.0013696892727837646
leaf_count=252 113 97 211 1848 121 100 125 37 101 116
internal_value=0 5.35527e-05 -7.14422e-06 -0.000185213 0.000189163 -2.24814e-06 -0.000477437 -0.000754452 0.000173923 0.000284455
internal_weight=0 0.0126017 0.0114797 0.00601947 0.0054602 0.00384889 0.00331892 0.00215401 0.00270056 0.00261931
internal_count=3121 3008 2756 2322 434 313 2010 1885 312 216
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=11
num_cat=0
split_feature=484 41 3 16 1 2 3 12 15 16
split_gain=0.000140976 5.56227e-05 9.52594e-05 0.000161185 7.86487e-05 0.000166355 8.0554e-05 6.16637e-05 6.01796e-05 8.41586e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.12018999999999998 -0.0083599999999999976 0.10508500000000001 0.10276500000000001 0.090900000000000009 1.0000000180025095e-35 -0.016799999999999995 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 9 -6
right_child=1 -3 4 -5 8 -7 -8 -9 -10 -11
leaf_value=-0.00070420473832700007 -3.3214662676541324e-05 -0.0003730740378134416 8.2926293800866067e-05 0.0010281597143813846 0.00033957495300842216 -0.00088115236686825491 0.00046465445069922919 -0.00054878152181544505 0.00060230687352258222 -0.00035229966699004933
leaf_weight=0.0010353872765375737 0.0011944683209866858 0.0010811903547608822 0.0014611113641845586 0.0010197467222458094 0.0016356299028554423 0.0010025998448184399 0.0010981989149300014 0.0010011825188347232 0.0010612331145578454 0.0011520040207983438
leaf_count=515 75 144 140 121 247 269 75 1300 92 143
internal_value=0 5.06309e-05 9.3742e-05 0.000455597 -1.50617e-06 -0.000175632 2.30353e-05 -0.00017393 0.000204932 5.36542e-05
internal_weight=0 0.0117074 0.0106262 0.00221422 0.00841196 0.00456309 0.00356049 0.00246229 0.00384887 0.00278763
internal_count=3121 2606 2462 196 2266 1784 1515 1440 482 390
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=8
num_cat=0
split_feature=14 2 4 13 47 3 4
split_gain=2.44628e-05 4.18251e-05 5.10167e-05 5.59257e-05 6.13605e-05 7.31816e-05 3.69532e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.181285 -0.084319999999999992 0.085270000000000026 -0.047929999999999993 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.014807406245836027 -0.02523948350462716 0.027344787931682286 0.013407720966401835 -0.028652884546299474 0.017724255847532417 0.0047318753022237443 0.0015479716067193733
leaf_weight=0.00101521246457146 0.0012860126022689153 0.0010289172552740309 0.001571702668450939 0.0011479235528598461 0.0011903523066524638 0.001534109541550651 0.0012063206850697287
leaf_count=161 617 242 197 1179 215 247 263
internal_value=0 0.00157089 -0.00236539 -0.00717128 -0.00117085 -0.00955697 0.0134227
internal_weight=0 0.00896534 0.0067301 0.0051584 0.00387239 0.00268203 0.00223524
internal_count=3121 2960 2455 2258 1641 1426 505
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 16
split_gain=1.98605e-05 3.86886e-05 5.3181e-05 6.10785e-05 4.54796e-05 5.59083e-05 0.000150509 3.91614e-05
threshold=-1.0000000180025095e-35 -0.14601999999999996 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.013356050085329436 0.019849693391505056 0.024588821822902448 -0.022027986413136916 0.017652444318143293 -0.010919274246838981 -0.042396416024893718 0.0090601752940418258 0.014342397356819908
leaf_weight=0.0010130981070679322 0.0010100496286366391 0.0010392103325621337 0.0010383464714393761 0.00100372940721964 0.0010136615131618818 0.0011587321681894914 0.0011158132898346925 0.0015551626931537233
leaf_count=161 280 182 140 162 1094 669 107 326
internal_value=0 0.00141778 -0.000931493 0.00224952 -0.00172086 -0.00573574 -0.0171536 0.00437411
internal_weight=0 0.00893471 0.00792466 0.00688631 0.0058471 0.00484337 0.00227455 0.00256882
internal_count=3121 2960 2680 2540 2358 2196 776 1420
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=8
num_cat=0
split_feature=147 52 151 4 15 13 16
split_gain=4.487e-05 7.92054e-05 8.90153e-05 9.57953e-05 0.000102912 0.000106652 5.12154e-05
threshold=0.089025000000000007 0.15116000000000002 -0.0083949999999999979 0.24564500000000003 -0.076244999999999993 0.0076650000000000008 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00037968868358510729 0.00038542168762093631 -0.00054399375785178609 -0.00055690634004243813 0.00052222363048420178 0.00057260721832822316 -0.00029726479178857784 6.8236872978691467e-05
leaf_weight=0.0017627762016455689 0.0010370066223171501 0.0010833616076136926 0.0010752019091719066 0.0016807336212281447 0.0015928100509330454 0.0015892858470393815 0.0015057755024289428
leaf_count=423 124 373 421 293 951 288 248
internal_value=0 -4.25027e-05 1.6509e-05 0.000110333 -9.79018e-06 0.000115695 0.000327506
internal_weight=0 0.0102899 0.00920658 0.00744381 0.00576307 0.00468787 0.00309859
internal_count=3121 2997 2624 2201 1908 1487 1199
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 2 3 43
split_gain=4.30936e-05 0.000112154 8.14634e-05 9.42695e-05 6.37931e-05 5.70158e-05 9.65367e-05 8.3872e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 0.11389000000000002 0.096675000000000011 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00050289876768856148 0.0003803243868440702 0.00047788255399622336 0.00055849652604812684 -0.00057450122812747139 0.00032701320069098447 -0.00042862526340724905 0.0005144195946641775 -0.00036570419887096869
leaf_weight=0.0017086284629281587 0.0010102794878683952 0.0011696718655002407 0.001051147972790838 0.001032856295897 0.0010346731996567244 0.0010864149840385598 0.0013235492189016054 0.0019170905413178304
leaf_count=736 344 154 166 44 424 258 93 902
internal_value=0 -4.39903e-05 4.70215e-05 -2.40543e-05 6.29917e-05 -2.75175e-05 7.44094e-05 -0.000122888
internal_weight=0 0.010324 0.0086154 0.00756426 0.0065314 0.00536173 0.00427531 0.00295176
internal_count=3121 2777 2041 1875 1831 1677 1419 1326
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=8
num_cat=0
split_feature=48 150 1 47 48 2 13
split_gain=2.43868e-05 4.877e-05 4.44983e-05 7.03565e-05 6.85223e-05 7.36424e-05 8.18111e-05
threshold=-0.032929999999999994 0.089910000000000018 0.111945 0.085770000000000027 0.083985000000000018 0.10097500000000002 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.014296968917201986 0.021970018086000104 -0.02070033567599908 0.030904993846493339 -0.003002681877141429 0.017118008608285089 -0.028517949058066316 -0.014278055998950193
leaf_weight=0.0010538914166819948 0.0010118161827447432 0.0011826134568518826 0.0011067693028972497 0.0013687019425321441 0.0011785504639711952 0.0014319717596458408 0.0016188497988089275
leaf_count=180 462 217 249 142 396 398 1077
internal_value=0 -0.00179031 0.00110774 0.0121572 -0.00411107 -0.0102695 -0.000336192
internal_weight=0 0.00889927 0.00771666 0.00247547 0.00524119 0.00406264 0.00263067
internal_count=3121 2941 2724 391 2333 1937 1539
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=8
num_cat=0
split_feature=52 52 16 0 13 15 4
split_gain=2.19529e-05 3.81308e-05 4.33098e-05 5.51238e-05 0.000126789 4.96147e-05 6.47093e-05
threshold=0.15116000000000002 0.10024500000000001 0.22339500000000004 -0.076579999999999995 0.0076650000000000008 -0.11713499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.022048545644084594 -0.013766857672516956 0.019343002728338377 -0.019637838205244344 0.040053240895361157 -0.0082046149647173935 -0.014533229545325385 0.013464076273657165
leaf_weight=0.0011580378110103377 0.0010477755782567983 0.0010592542183639388 0.001062892407837435 0.0010555404834601363 0.0011243677574478209 0.0014054489299235666 0.0020007083311824182
leaf_count=262 377 236 424 352 93 1105 272
internal_value=0 0.00153932 -0.000876287 0.00208059 0.0151625 -0.00416745 0.00191183
internal_weight=0 0.00886625 0.007807 0.0067441 0.00217991 0.0045642 0.00340616
internal_count=3121 2744 2508 2084 445 1639 1377
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=10
num_cat=0
split_feature=124 50 160 151 4 16 16 2 3
split_gain=5.77215e-05 5.7515e-05 6.85964e-05 9.71189e-05 0.000105567 9.00084e-05 7.82091e-05 6.65546e-05 4.51011e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.085579999999999976 -0.083274999999999988 0.181285 -0.092484999999999984 0.22339500000000004 0.092755000000000018 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -6
right_child=1 -3 3 4 8 6 -8 -9 -10
leaf_value=0.00045109347328542687 0.00048087872227008913 -0.00048820900816600593 -0.00059344990445357672 -0.00061967935989476681 0.00064185921863008435 -4.6909275197149683e-05 -0.00033342164541218841 0.00058527698914278051 0.00010275187977418125
leaf_weight=0.0010022772787367422 0.0010409042822347265 0.0010022875266887206 0.0011109488482061855 0.0011224774138043599 0.0011817602552912643 0.0015612972905065733 0.0016320882558694856 0.00108529956291443 0.0012049338740767399
leaf_count=259 366 579 186 200 64 682 361 252 172
internal_value=0 -4.05342e-05 4.60789e-06 -5.11021e-05 2.62646e-05 -0.000125489 4.15735e-06 0.000212334 0.000369688
internal_weight=0 0.010942 0.00993971 0.00889881 0.00778786 0.00540116 0.00427869 0.0026466 0.00238669
internal_count=3121 2862 2283 1917 1731 1495 1295 934 236
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=8
num_cat=0
split_feature=48 12 16 13 4 4 2
split_gain=2.03697e-05 4.8425e-05 7.65599e-05 5.40318e-05 4.96289e-05 6.94643e-05 5.24941e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 -0.084034999999999985 0.08184000000000001 0.0061450000000000003 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.013101617543258498 0.018806121069650131 -0.029664957856792479 0.0052677899334534501 -0.021930384750804954 -0.019509946565139578 0.024193992914508331 0.0080035049306252867
leaf_weight=0.0010501986114837157 0.0016177494365596521 0.0013435223938958732 0.0011770252156278558 0.0011016799577995618 0.0012441913747511923 0.0011254977046963612 0.0012512132681878393
leaf_count=180 768 572 323 734 203 119 222
internal_value=0 -0.00162756 -0.0133523 0.00303353 -0.00236947 0.00376154 -0.00601225
internal_weight=0 0.00886088 0.00252055 0.00634033 0.00472258 0.00347839 0.00235289
internal_count=3121 2941 895 2046 1278 1075 956
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=8
num_cat=0
split_feature=4 12 12 151 3 15 3
split_gain=2.08846e-05 6.69737e-05 5.14424e-05 5.4684e-05 8.67409e-05 3.75836e-05 3.63528e-05
threshold=0.24564500000000003 0.098810000000000023 0.090455000000000021 -0.0052199999999999989 0.083060000000000009 -0.15026499999999995 -0.081054999999999974
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 -5
right_child=5 -3 -4 4 -6 -7 -8
leaf_value=0.01431313181797024 0.018148805148616241 -0.026845009600921867 0.019632590257039381 -0.010183767484633063 -0.02788676324214609 -0.0051521866687471536 0.01618243130388558
leaf_weight=0.0012716757015729077 0.0014843688741729331 0.001005910846677561 0.001192567691893796 0.0010123326917321582 0.0015301548205466989 0.0012971471319014288 0.0010816791486267503
leaf_count=395 266 404 618 768 179 160 331
internal_value=0 -0.00294109 0.00100825 -0.00352842 -0.0097888 0.0072825 0.00343591
internal_weight=0 0.00709432 0.00608841 0.00489584 0.00362417 0.00278152 0.00209401
internal_count=3121 2695 2291 1673 1278 426 1099
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=9
num_cat=0
split_feature=50 3 43 0 16 151 4 2
split_gain=5.03919e-05 5.0634e-05 5.36199e-05 8.07999e-05 0.000120136 9.44635e-05 0.000102547 1.45366e-05
threshold=0.083090000000000011 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 0.0047850000000000011 -0.0083949999999999979 0.24564500000000003 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5
right_child=-2 2 -4 7 -6 6 -8 -9
leaf_value=0.00040381540385521784 -0.00040136323281528952 -0.00049158329844047955 0.00030578346490863303 -0.00024603382224798492 0.00061661655180381462 -0.00016182205948066754 0.00061286245183341025 -0.0005769942942406536
leaf_weight=0.0012872298755059507 0.0011013295851901904 0.001561667383432724 0.0016817743523796337 0.0010006974180025181 0.0011156399685758218 0.0018966019261185999 0.0010050985305641344 0.0010410374599441521
leaf_count=180 597 315 421 92 348 839 149 180
internal_value=0 3.93297e-05 -1.11058e-05 -8.10381e-05 4.11019e-05 -0.000102751 0.000106515 -0.000414784
internal_weight=0 0.0105897 0.00930252 0.00762074 0.00557901 0.00446337 0.0029017 0.00204173
internal_count=3121 2524 2344 1923 1651 1303 988 272
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=8
num_cat=0
split_feature=52 52 49 16 15 0 12
split_gain=1.96312e-05 3.29866e-05 3.99576e-05 5.61264e-05 6.35041e-05 9.00231e-05 6.01942e-05
threshold=0.15116000000000002 0.10024500000000001 -0.080089999999999981 0.071345000000000006 -0.095869999999999983 -0.11756999999999999 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.015923372166188891 -0.013056118855755798 0.018051813724669206 -0.028915412023271449 -0.021564989745460336 0.023131777360198603 0.0093149864335783979 -0.0077683752005023718
leaf_weight=0.001209340031321799 0.0010397005383439234 0.0010563751988443525 0.001286948338470071 0.0014065321020234065 0.0016872223756466131 0.0011813201217800995 0.0010064992473804669
leaf_count=225 377 236 154 481 229 289 1130
internal_value=0 0.00147102 -0.000780954 -0.00385641 0.000968798 -0.0106182 0.011586
internal_weight=0 0.00883424 0.00777786 0.00656852 0.00516199 0.00246827 0.00269372
internal_count=3121 2744 2508 2283 1802 443 1359
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=10
num_cat=0
split_feature=15 15 52 15 0 3 43 2 0
split_gain=6.62213e-05 0.000116368 6.16616e-05 9.772e-05 0.000135163 7.44333e-05 0.000116631 8.51009e-05 5.93691e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.10836499999999999 -0.14186499999999996 0.07827000000000002 0.08708500000000001 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 -5 7 -7 -3
right_child=1 2 3 5 -6 6 -8 -9 -10
leaf_value=0.00036624584369184866 -0.00069601265772312041 2.9990400808941506e-05 -2.3204067635956572e-05 -0.00055156763425207879 0.00083372790640177106 0.00024505568644416073 0.0005501125730380768 -0.0004841231477343382 -0.00063517689414959919
leaf_weight=0.0015708846863628423 0.0010165151467953588 0.0010415283853034041 0.0015421850788456025 0.0010437914085612032 0.0013077333930325997 0.0010217104988923702 0.0011821274286714298 0.0015472032816241557 0.0010222186557025752
leaf_count=253 231 396 159 98 445 675 132 512 220
internal_value=0 -6.48141e-05 1.27473e-06 8.24657e-05 0.000370014 -8.84451e-05 4.04267e-05 -0.000194114 -0.000299481
internal_weight=0 0.010725 0.0097085 0.00764475 0.00284992 0.00479483 0.00375104 0.00256891 0.00206375
internal_count=3121 2868 2637 2021 604 1417 1319 1187 616
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=11
num_cat=0
split_feature=41 52 151 48 4 0 51 3 16 2
split_gain=7.59902e-05 6.88154e-05 0.00010435 0.000114666 8.94293e-05 8.49729e-05 0.000116603 0.000130387 8.53792e-05 8.36356e-05
threshold=0.075585000000000013 0.14295500000000003 -0.0083949999999999979 0.091545000000000015 0.0012600000000000003 -0.14794999999999997 -0.064959999999999976 -0.13309499999999996 -0.15241499999999997 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -7 -8 -9 -10
right_child=-2 -3 3 -5 -6 6 7 8 9 -11
leaf_value=0.00014456369494087395 -0.00051624858610419 -0.00040002266490410892 -0.00041600923682594862 0.0007851464471307953 -0.00065574652085477123 0.00077550969415250096 -0.00056167371004341724 0.0006346999964885789 -0.00038975243658880357 0.00039655377886908398
leaf_weight=0.0010047496247831342 0.0010197683667332738 0.0011990698329308507 0.0010133555636621643 0.0011192183758949713 0.0011526377757719516 0.0010917732223947206 0.0010026865637787234 0.0013126353015860633 0.0010598360771221789 0.0010211877420467006
leaf_count=347 170 370 101 187 135 376 91 177 987 180
internal_value=0 4.33129e-05 9.76784e-05 0.000205453 -0.000283022 0.00010566 0.000201984 5.95561e-05 0.000243104 -3.90089e-06
internal_weight=0 0.0109772 0.00977808 0.00762069 0.00215739 0.00650147 0.00548812 0.00439635 0.00339366 0.00208102
internal_count=3121 2951 2581 2099 482 1912 1811 1435 1344 1167
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=9
num_cat=0
split_feature=15 1 52 47 15 49 0 48
split_gain=5.51491e-05 5.66876e-05 8.92244e-05 8.8716e-05 8.48438e-05 0.000112234 9.42499e-05 4.73174e-05
threshold=-0.24436499999999997 0.12811000000000003 -0.088204999999999992 0.092710000000000015 -0.03241999999999999 -0.0060549999999999988 0.0059850000000000016 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=0.00034370492299424789 -0.00057174830609448956 0.00030027375470946668 0.00069019173063995169 -0.00050760025116618082 -0.00066973958303672321 0.00046427865153995213 -0.00022201640080581888 9.9261917938996404e-05
leaf_weight=0.001513614945552297 0.0013931321685039426 0.0014638826063570242 0.0010160242075373364 0.00125004970432817 0.0010002075237443577 0.0013932571614964149 0.0017180037131223694 0.001069193682143715
leaf_count=253 619 117 353 190 168 1122 89 210
internal_value=0 -5.71193e-05 -0.000116304 -3.10992e-05 6.50247e-05 -9.83697e-05 8.53141e-05 0.000387193
internal_weight=0 0.0103038 0.00883987 0.00744674 0.00619669 0.00411147 0.00311126 0.00208522
internal_count=3121 2868 2751 2132 1942 1379 1211 563
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=8
num_cat=0
split_feature=1 3 4 4 16 13 2
split_gain=2.0496e-05 3.84153e-05 3.51238e-05 5.44054e-05 0.000111558 3.01136e-05 6.06826e-05
threshold=0.11588000000000001 0.10299500000000002 0.36766000000000004 -0.0016099999999999997 -0.094359999999999986 -0.033284999999999988 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00911058365220546 0.018127336642746298 -0.0066473731074479965 0.012575333534180846 -0.042667230703633784 0.0029343788113974714 0.023939193736544805 -0.0085372304502187423
leaf_weight=0.0016809569449439767 0.0014782289731394812 0.0010854483432858487 0.0012449618915189031 0.0010190230967194341 0.0011328465481314147 0.001209252662279433 0.0010975344041841046
leaf_count=1058 260 155 112 300 333 592 311
internal_value=0 0.00763785 -0.00274014 -0.00584574 -0.0186604 0.00106931 0.0084874
internal_weight=0 0.00256368 0.00738458 0.00613961 0.00215187 0.00398774 0.00230679
internal_count=3121 415 2706 2594 633 1961 903
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=11
num_cat=0
split_feature=124 1 16 16 0 52 4 15 2 4
split_gain=7.12052e-05 7.18334e-05 0.000145069 0.00011721 0.000112998 9.4231e-05 9.13434e-05 8.88109e-05 7.18044e-05 4.8872e-05
threshold=-0.072314999999999977 0.10439500000000002 -0.5315899999999999 -0.071854999999999988 -0.11756999999999999 -0.088204999999999992 -0.0016099999999999997 -0.055554999999999993 0.10097500000000002 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 8 -5 9 -7
right_child=1 2 3 7 -6 6 -8 -9 -10 -11
leaf_value=0.00050061752627289556 -0.00072113580775783352 -0.00049210101907766967 0.00017303051715820926 -0.0004579584662873926 0.0010940068999824787 1.8888097265228711e-05 -0.00044613394737128828 0.00032115190420348605 -0.00030807902597527147 0.00060898028935785361
leaf_weight=0.0010031054166295605 0.0010678693100275184 0.0011807797296219391 0.0010471047186372366 0.0010064116135038712 0.0010026369312422017 0.0010557211036336341 0.0016944473444086856 0.001275305968991154 0.0010328792578592236 0.0011037890735638078
leaf_count=238 479 63 84 141 140 364 458 126 126 902
internal_value=0 -4.41643e-05 0.000117136 0.000283217 0.000623529 -0.000193479 -7.81758e-05 -2.24952e-05 0.000117128 0.000320502
internal_weight=0 0.0114669 0.00551224 0.00433146 0.00204974 0.00595471 0.00488684 0.00228172 0.00319239 0.00215951
internal_count=3121 2883 554 491 224 2329 1850 267 1392 1266
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=7
num_cat=0
split_feature=151 4 16 2 1 4
split_gain=2.16017e-05 7.3312e-05 5.91605e-05 6.41686e-05 4.86251e-05 4.38119e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.08595499999999999 0.10774000000000002 0.111945 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.012200566107479757 -0.019375142848534168 0.0004575493314888048 -0.018986659695046693 0.021345526206007298 0.029614097095095146 0.0043850116899932737
leaf_weight=0.0012775829023468502 0.0017679842378914663 0.0010134344375488653 0.0013534371470240781 0.0012628232425754265 0.0013131324039153381 0.0019688354559539742
leaf_count=369 635 126 219 331 254 1187
internal_value=0 0.00172677 -0.00383487 0.00215737 0.0169137 -0.00513621
internal_weight=0 0.00867965 0.00635308 0.0045851 0.00232657 0.00332227
internal_count=3121 2752 2372 1737 380 1406
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=9
num_cat=0
split_feature=124 50 3 47 0 52 16 15
split_gain=6.79373e-05 8.07603e-05 5.54736e-05 0.000119746 0.0001256 8.2562e-05 8.18743e-05 6.27925e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.10519499999999998 0.092530000000000015 -0.055064999999999996 -0.066844999999999988 -0.088909999999999989 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.00049190393575253158 0.00055854117289897472 -0.00056229751466459752 -0.00011850172334763099 -0.00056524582681663894 -0.00047164195760909203 0.00010316545269736211 0.00084787953335581053 -1.5780173112458979e-06
leaf_weight=0.0010002036859132037 0.0012926262822330961 0.0010378860629497626 0.0015097817220901489 0.0015562331721360222 0.0012903955256057991 0.0011424367968860833 0.0011279812768284908 0.0019013847335098205
leaf_count=259 111 579 349 213 211 392 777 230
internal_value=0 -4.21352e-05 1.28366e-05 -8.94724e-05 5.65488e-05 0.00023685 0.000473152 0.000225104
internal_weight=0 0.0108587 0.00982084 0.00662683 0.0050706 0.0037802 0.00227042 0.00319401
internal_count=3121 2862 2283 1942 1729 1518 1169 341
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=9
num_cat=0
split_feature=4 0 0 0 52 16 16 3
split_gain=5.64375e-05 5.84431e-05 0.000107046 6.34311e-05 9.25009e-05 5.02582e-05 0.00013917 1.57029e-05
threshold=-0.49405499999999997 -0.060129999999999996 -0.10607499999999999 -0.14920999999999998 -0.066844999999999988 -0.008069999999999999 0.22339500000000004 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 -6
right_child=1 5 -4 -5 7 6 -8 -9
leaf_value=-0.00042833343206162387 -0.00055996499566873998 -6.2475701792063929e-05 -0.00045682334279346828 0.00038009636047982206 0.00033334009163727622 0.00091581740764960144 -4.8019704390739471e-05 -1.2791006087885616e-05
leaf_weight=0.0010956865799959673 0.0010374518121425425 0.0013391374756774391 0.001943723282625244 0.0017967273360047524 0.0010098088870357288 0.0011085833536548459 0.0011988146944990113 0.0010058642359366821
leaf_count=156 69 179 1988 274 144 101 137 73
internal_value=0 3.94467e-05 -6.80351e-05 8.77834e-05 -8.42392e-05 0.000239688 0.000415053 0.000160613
internal_weight=0 0.0104401 0.00679358 0.00484985 0.00305312 0.00364654 0.0023074 0.00201567
internal_count=3121 2965 2548 560 286 417 238 217
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=10
num_cat=0
split_feature=41 16 3 15 15 0 1 15 3
split_gain=5.47974e-05 7.70655e-05 8.6073e-05 7.50618e-05 0.000213653 0.000113243 8.27327e-05 0.000122645 7.55033e-05
threshold=1.0000000180025095e-35 -0.5315899999999999 -0.12018999999999998 -0.016799999999999995 -0.074054999999999996 -0.10607499999999999 0.094385000000000011 -0.11713499999999999 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 -8 -7
right_child=-2 2 3 5 -6 8 7 -9 -10
leaf_value=-0.00046370838142284547 -0.00044190064146479085 0.00049654193256558853 -0.00035179468090722871 0.00075564753037675903 -0.00089191469730597191 -0.00040599990158465843 -0.00018299747752755698 0.00073297611957629492 0.00029758289139083415
leaf_weight=0.0010624168586326798 0.0010030475392783242 0.0016762245024304961 0.0010965037556908866 0.0010681443946156952 0.0011418168941887035 0.0010495590011347627 0.0010555439465810672 0.0012019883872951269 0.0013288409724315792
leaf_count=96 173 210 518 87 315 1212 225 179 106
internal_value=0 3.74349e-05 9.27883e-05 7.57701e-06 -0.00015932 0.000225287 9.00774e-05 0.000304699 -1.28996e-05
internal_weight=0 0.010681 0.00961862 0.0079424 0.00449585 0.00344654 0.00335404 0.00225753 0.0023784
internal_count=3121 2948 2852 2642 1237 1405 922 404 1318
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=8
num_cat=0
split_feature=43 43 16 12 13 52 4
split_gain=1.98913e-05 7.25619e-05 5.72392e-05 2.76134e-05 6.97e-05 8.97847e-05 7.72888e-05
threshold=-0.052894999999999991 -0.090299999999999991 0.15891500000000003 0.098810000000000023 -0.15078499999999997 -0.066844999999999988 0.098655000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7
right_child=3 -3 -4 -5 5 6 -8
leaf_value=-0.018905899520897947 0.022381867478548027 0.02575644107414525 0.013177891770287511 -0.016730204430462112 -0.027846540828193357 0.017450734282776218 -0.015559142527650338
leaf_weight=0.0012441251137471814 0.0010902014700404699 0.0012156560150136326 0.0010054428347030095 0.0012404551729966549 0.0012997089366117466 0.0017085636327070519 0.0012127701369026539
leaf_count=411 176 917 107 261 267 811 171
internal_value=0 0.00607155 -0.00456607 -0.00329666 -0.000159214 -0.00598107 0.00374693
internal_weight=0 0.00346522 0.00224957 0.0065517 0.00531124 0.00422104 0.00292133
internal_count=3121 1435 518 1686 1425 1249 982
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=8
num_cat=0
split_feature=52 13 0 2 3 49 1
split_gain=2.04996e-05 4.89753e-05 6.52275e-05 6.22663e-05 7.34111e-05 7.56206e-05 3.73831e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.084044999999999995 0.11215000000000001 0.090900000000000009 -1.0000000180025095e-35 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-5.3214859389129564e-05 -0.011349014689802109 -0.023690568035443241 0.03259193730945905 -0.025169697472638055 0.025423996051105659 -0.0047385703875856798 0.019454103102640757
leaf_weight=0.0014761866903618246 0.0013832377562465739 0.0013634394548413011 0.0010455790468776268 0.0010558036996774116 0.001024772392035106 0.0015343716442019252 0.0010941989659352103
leaf_count=585 501 240 191 286 110 975 233
internal_value=0 0.00176787 0.0134822 -0.00309673 0.00154862 -0.00458033 0.00533215
internal_weight=0 0.00859435 0.00252177 0.00607259 0.00501678 0.00399201 0.00262857
internal_count=3121 2620 776 1844 1558 1448 1208
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=9
num_cat=0
split_feature=48 2 150 4 16 15 2 12
split_gain=5.31756e-05 0.000119428 6.60592e-05 9.81381e-05 8.20935e-05 0.000116637 8.03333e-05 0.000111731
threshold=0.12230500000000001 0.11510000000000002 0.10571000000000001 0.181285 -0.013324999999999998 -0.09095499999999998 0.097220000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=0.00010072646117875401 -0.00042987569853225599 0.00056342062596011775 -0.00050696620361276063 0.00041508751020726285 0.00032446535864706633 -0.00075096233428785302 0.00049243957586977516 -0.00048418746128923328
leaf_weight=0.0011078226642731645 0.0010127622740528251 0.001450264282272652 0.0010412796334925084 0.0018484638445770401 0.0012158461257322783 0.001398767575421576 0.0012398275431253348 0.0014290040914447808
leaf_count=265 108 380 131 207 135 1107 252 536
internal_value=0 4.01433e-05 -4.16248e-05 1.71818e-05 -9.78993e-05 -0.000374547 8.06075e-05 -0.000112447
internal_weight=0 0.0107313 0.00928101 0.00823973 0.00639127 0.00250659 0.00388468 0.00264485
internal_count=3121 3013 2633 2502 2295 1372 923 671
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=7
num_cat=0
split_feature=4 2 13 2 2 52
split_gain=2.22926e-05 5.11839e-05 4.98312e-05 4.34545e-05 4.28406e-05 8.32993e-05
threshold=0.181285 0.10855000000000002 -0.084319999999999992 0.10882500000000002 0.086950000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4
right_child=3 -3 4 -5 -6 -7
leaf_value=-0.02553142144753396 0.017702998723545985 0.011768827542927641 -0.011134960522591997 -0.0059609485993238915 -0.015666965058858826 0.026690047900055948
leaf_weight=0.0012567571042626196 0.0017071957603051544 0.0017054047161654184 0.0012971280103493384 0.0014226610950541787 0.0015265435193218256 0.0010563619695037789
leaf_count=617 216 395 289 247 807 550
internal_value=0 -0.00324188 -0.00822541 0.00694667 -0.00261993 0.00584276
internal_weight=0 0.0068422 0.00513679 0.00312986 0.00388003 0.00235349
internal_count=3121 2658 2263 463 1646 839
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=10
num_cat=0
split_feature=124 50 484 3 0 151 13 2 4
split_gain=7.43772e-05 6.62024e-05 7.04993e-05 5.95622e-05 0.000100858 8.32288e-05 7.83133e-05 7.00373e-05 4.0497e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -0.10023499999999998 -0.10151999999999999 -0.0083949999999999979 -0.061684999999999997 0.086590000000000014 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -6 -2 -7
right_child=1 -3 -4 4 6 8 -8 -9 -10
leaf_value=0.00050193507257713409 -0.00018812757694402287 -0.00053524956504806705 0.00045900177141686447 -0.00036927706956828835 -0.00018339585119387636 -1.1068507050070323e-05 -0.0009017559512366067 0.00042494140011849988 0.00053088965771899514
leaf_weight=0.0010047195011294351 0.0012559130117494313 0.0010043575835681799 0.0011084633381098106 0.0012286586052501517 0.0013642525595699119 0.001015412862657954 0.0010194580628471598 0.0016678124325745849 0.0011090837148425483
leaf_count=259 89 579 297 110 711 76 637 234 129
internal_value=0 -5.58782e-05 -6.59396e-06 -6.61853e-05 -0.000182269 3.69343e-05 -0.000490622 0.000161592 0.000271858
internal_weight=0 0.0107734 0.00976905 0.00866059 0.00573687 0.00335316 0.00238371 0.00292373 0.0021245
internal_count=3121 2862 2283 1986 1663 315 1348 323 205
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=9
num_cat=0
split_feature=124 50 151 4 16 1 48 16
split_gain=8.61864e-05 8.55739e-05 8.19364e-05 0.000130925 0.000118465 9.56525e-05 8.10686e-05 7.69412e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.181285 -0.094359999999999986 0.111945 0.088965000000000002 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=0.00054498129309795698 -0.00044637284257779226 -0.0005956499537811958 -0.00068616924034979284 2.0911875830137862e-05 0.00018482148784878952 0.00077229549508609147 0.00052486785941724672 -0.00036175417835603919
leaf_weight=0.001012526125672931 0.0013549667042433303 0.001013737660233111 0.0010482419205459564 0.0011768581563214415 0.0019738850396846704 0.0014588122952662169 0.0010438458096613985 0.0019869117199256582
leaf_count=259 239 579 216 119 998 175 180 356
internal_value=0 -5.27035e-05 2.09853e-06 7.20369e-05 -8.67929e-05 0.000436794 3.87488e-05 -8.93652e-05
internal_weight=0 0.0110573 0.0100435 0.00868855 0.00605288 0.00263567 0.00500464 0.0039608
internal_count=3121 2862 2283 2044 1750 294 1534 1354
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=10
num_cat=0
split_feature=124 50 484 0 2 3 1 151 4
split_gain=8.19766e-05 8.08053e-05 9.03187e-05 6.21318e-05 9.53693e-05 0.000151659 8.11275e-05 6.3621e-05 0.000130451
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -0.10607499999999999 0.083995000000000014 -0.083924999999999986 0.12958500000000003 -0.0083949999999999979 0.181285
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -5 -2 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00053900526811400166 -0.00020469967493483198 -0.00056131317149041868 0.00051973915667012129 -0.00084885722370781893 0.00046354552434053897 -0.00048244723318158249 -0.00011054562149691325 -0.00010915407341731549 0.00077251077670421962
leaf_weight=0.0010175072810672944 0.001447685650053627 0.0010455579242145538 0.001185781810313734 0.0011978286630610676 0.0014905958320798143 0.0011575286559937672 0.0010955377431536824 0.0013616990914164422 0.0012262233801018556
leaf_count=259 127 579 297 349 527 695 38 136 114
internal_value=0 -4.22604e-05 1.11398e-05 -5.60409e-05 -0.000203457 5.00401e-05 -0.000496167 0.000124466 0.000308601
internal_weight=0 0.0112084 0.0101629 0.0089771 0.00494149 0.00264812 0.00229337 0.00403561 0.00258792
internal_count=3121 2862 2283 1986 1609 1222 387 377 250
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=7
num_cat=0
split_feature=484 160 16 2 0 13
split_gain=2.002e-05 5.64533e-05 5.20201e-05 7.32883e-05 6.39179e-05 7.27252e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.15599999999999997 0.038215000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.020392321646218084 0.013115162065520013 -0.007035868560291249 -0.024046126748813193 0.0069170585481175967 0.030206797618025083 -0.0020786471146393456
leaf_weight=0.0013521840814433158 0.0010373383892235922 0.0016819873102296803 0.0015067213964783653 0.0015517008684158922 0.0017642923283562144 0.0011541041703198068
leaf_count=659 341 137 436 356 1026 166
internal_value=0 -0.00155492 0.00177088 -0.00833685 0.00849068 0.0174392
internal_weight=0 0.00901099 0.00765881 0.00305842 0.00460038 0.0029184
internal_count=3121 2780 2121 792 1329 1192
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=7
num_cat=0
split_feature=52 160 52 52 2 13
split_gain=2.09895e-05 6.60146e-05 5.20635e-05 4.67621e-05 6.08205e-05 0.000123198
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 0.10347000000000002 0.10613000000000002 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0041380208264846429 -0.023770475581871838 0.021240703426540861 0.021851712978103035 0.019531463554874333 -0.020393799268717688 -0.019892560706463419
leaf_weight=0.0018501034936493491 0.0012656572312265846 0.0018237040781665674 0.0013212167207449197 0.0011460857365223759 0.0013973149239429892 0.0012120951393293034
leaf_count=680 743 863 273 204 210 148
internal_value=0 -0.00315157 0.00668967 0.00152589 -0.00312906 0.00481754
internal_weight=0 0.00684486 0.00317132 0.0055792 0.00443311 0.0030358
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=8
num_cat=0
split_feature=43 12 457 43 1 16 12
split_gain=2.14144e-05 7.3377e-05 3.21654e-05 4.88162e-05 0.000110642 3.47324e-05 2.68021e-05
threshold=-0.052894999999999991 0.051320000000000005 0.045365000000000009 0.05259500000000001 0.095285000000000022 -0.074319999999999983 0.09320500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -3
right_child=2 6 -4 -5 5 -7 -8
leaf_value=0.025392479002739429 -0.039848056469696774 -0.015463219663933268 0.011609125605319664 0.0082120228189085012 -0.012217099074512469 0.010544268571912006 0.0067062272840209746
leaf_weight=0.0012748438408482221 0.0010819131128600506 0.0011335903586941671 0.0011706627951079684 0.0015580865056665557 0.0014968409215487203 0.0012142450788096004 0.0010508633486628412
leaf_count=288 769 764 135 422 158 202 383
internal_value=0 0.00632782 -0.0034056 -0.00669038 -0.012812 -0.00202271 -0.00479828
internal_weight=0 0.0034593 0.00652175 0.00535109 0.003793 0.00271109 0.00218445
internal_count=3121 1435 1686 1551 1129 360 1147
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=9
num_cat=0
split_feature=124 48 2 12 42 2 0 3
split_gain=9.59126e-05 0.000105753 0.000196128 7.36148e-05 0.000114283 8.61373e-05 8.46394e-05 4.33606e-05
threshold=-0.043384999999999993 0.12230500000000001 0.11548000000000001 0.090455000000000021 0.075730000000000006 0.093175000000000022 -0.053834999999999994 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -5 -2
right_child=1 -3 -4 6 -6 -7 -8 -9
leaf_value=0.00056056576941407202 0.00037071516268198169 -0.00065980497131192797 0.0006914048392495073 0.00041798296530375171 -0.00081996866948652743 -0.00050631477838203591 -0.00017122615855537918 -0.00012114782684419355
leaf_weight=0.0010451314619953937 0.0012068322284526714 0.0010284468888057422 0.0013674858201022178 0.001761123330027353 0.0010902512140468336 0.0013931705056959287 0.0020038500404843244 0.0016061589032204948
leaf_count=259 403 92 314 783 816 183 145 126
internal_value=0 -5.99291e-05 -7.72086e-07 -0.000105231 -0.000254237 -0.000107598 0.000104385 8.98717e-05
internal_weight=0 0.0114573 0.0104289 0.00906139 0.00529641 0.00420616 0.00376497 0.00281299
internal_count=3121 2862 2770 2456 1528 712 928 529
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 0 151 2
split_gain=4.13323e-05 6.17517e-05 7.56952e-05 8.26996e-05 0.000150149 0.00010716 6.60204e-05 0.000187089
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.06266999999999999 -0.056919999999999991 -0.055064999999999996 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00037366570972918484 -0.00045153487431707042 0.00042610085977944209 0.00057208395015481391 -0.00021306658926904898 -0.0008526368271512682 1.7584991611064487e-05 -0.00013057266399782983 0.00079148147689917685
leaf_weight=0.0010693909346462084 0.0013689303246253596 0.0013285433736529928 0.0010092725877626565 0.0012595376748543163 0.0011830368726441585 0.0010072406155390437 0.0017599235237035038 0.0016293038328232686
leaf_count=156 1540 114 175 148 344 61 382 201
internal_value=0 3.08914e-05 -2.60728e-05 4.81378e-05 -2.91836e-05 -0.000452449 0.000170239 0.000312687
internal_weight=0 0.0105458 0.00921725 0.00784832 0.00683904 0.00219028 0.00464877 0.00338923
internal_count=3121 2965 2851 1311 1136 405 731 583
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=7
num_cat=0
split_feature=4 12 4 0 151 2
split_gain=2.18477e-05 3.86088e-05 8.90471e-05 5.42754e-05 7.45085e-05 2.97435e-05
threshold=0.181285 0.051320000000000005 -0.055319999999999994 -0.019414999999999998 -0.0064299999999999991 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=0.018179284430580537 0.015746267975671868 0.0013051800396625536 -0.034911277354881261 0.022748093792783568 -0.015535483737743279 -0.003766801476248389
leaf_weight=0.0010049608605338439 0.0017137556852821704 0.0018622187609865731 0.0010684110059027737 0.0010486174841555472 0.0018849581975578511 0.0014354812594259865
leaf_count=150 216 1109 1029 125 245 247
internal_value=0 -0.00320698 -0.0118981 0.00326004 -0.00381127 0.00685184
internal_weight=0 0.00686917 0.00293063 0.00393854 0.00288992 0.00314924
internal_count=3121 2658 2138 520 395 463
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=8
num_cat=0
split_feature=133 43 12 16 4 4 1
split_gain=2.31095e-05 5.76914e-05 7.26507e-05 3.1518e-05 0.000113098 5.93937e-05 3.33479e-05
threshold=0.088525000000000006 -0.067899999999999974 0.051320000000000005 -0.056919999999999991 -0.033174999999999989 0.033845000000000007 0.11212500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=0.03491435619154528 -0.013636455282039836 0.019080559793873533 0.0018181694210117811 -0.036456765041996242 0.0076593110675614411 0.004213110196358661 -0.019842945407706272
leaf_weight=0.0010049072365748138 0.0011113314598128346 0.0012841677734264203 0.0019508870944231396 0.0010968856066574501 0.0012358535047326722 0.0011582539944812987 0.0011468496402811993
leaf_count=206 713 608 721 322 253 164 134
internal_value=0 0.00165978 0.0130702 -0.00403537 -0.0130847 0.00184595 -0.00775541
internal_weight=0 0.0088778 0.00295579 0.00592201 0.00233274 0.00358927 0.0023051
internal_count=3121 2408 927 1481 575 906 298
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=9
num_cat=0
split_feature=50 15 3 47 0 49 42 0
split_gain=4.22158e-05 5.65413e-05 4.76138e-05 0.000118141 7.00648e-05 0.000121648 6.92431e-05 3.88801e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.10023499999999998 0.092530000000000015 -0.10151999999999999 -0.006494999999999999 0.075730000000000006 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00044639882246028968 -0.00036819243295674553 0.00051560605872731755 -0.00011951977343342014 -0.00059219333919889193 -0.00051724737617125753 0.00067870286630437957 -8.1729730818469261e-05 2.750951032146247e-05
leaf_weight=0.001147902476865601 0.0010996200701872119 0.0013671254082857727 0.0016942648491182714 0.0014958579489538788 0.0010144970098872001 0.0012951480170516417 0.0016424813895009605 0.0010004464323961765
leaf_count=218 597 229 186 218 1329 148 116 80
internal_value=0 3.53305e-05 -1.42884e-05 -0.000108695 3.58285e-05 0.000226306 0.000189612 -0.000246768
internal_weight=0 0.0106577 0.00950982 0.00650021 0.00500436 0.00298941 0.00300961 0.00201494
internal_count=3121 2524 2306 1961 1743 334 345 1409
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=8
num_cat=0
split_feature=42 43 0 16 457 2 4
split_gain=2.29432e-05 4.06567e-05 8.6643e-05 3.28528e-05 3.62564e-05 6.10915e-05 9.56186e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.071345000000000006 0.045365000000000009 0.11510000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.011453092461765997 -0.0054250522470064063 -0.032461031493480452 0.034513044879422194 -0.016606485285829985 0.017653413323761892 0.016811233362715318 0.0047259354030460918
leaf_weight=0.0014971335729321361 0.0011307772037568323 0.001183272471369613 0.0010453688533200208 0.0012502707900832986 0.0010896846226621237 0.001123084896352284 0.0016635557715150369
leaf_count=862 749 644 154 255 107 200 150
internal_value=0 0.00197389 0.0137603 -0.00209099 0.00149591 -0.00293909 -0.0107307
internal_weight=0 0.00848601 0.00217615 0.00630987 0.0050596 0.00396991 0.00284683
internal_count=3121 2259 903 1356 1101 994 794
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=8
num_cat=0
split_feature=52 2 52 0 15 2 43
split_gain=1.98385e-05 5.34204e-05 3.75678e-05 5.20904e-05 4.42668e-05 0.00010481 6.31777e-05
threshold=-0.081429999999999989 0.088930000000000023 -0.0064899999999999992 -0.14001499999999997 -0.10203999999999998 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.0066125076004117326 -0.017235373270291458 0.024545978448553371 0.015526708661666794 -0.021762651221913273 -0.0042350328425521553 -0.021955493488027996 0.0299452977102347
leaf_weight=0.0011471055645789975 0.0014014779836509922 0.001057508976448815 0.0017516950029891985 0.0011464735790413265 0.0010010911296327637 0.0012660268903238467 0.0011760406805695943
leaf_count=316 438 455 234 268 842 231 337
internal_value=0 0.00833359 -0.00241854 0.000856089 -0.00474315 0.000923858 0.0142285
internal_weight=0 0.00220461 0.00774281 0.00634133 0.00458963 0.00344316 0.00217713
internal_count=3121 771 2350 1912 1678 1410 1179
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=7
num_cat=0
split_feature=1 42 3 0 151 3
split_gain=1.94129e-05 3.8922e-05 0.000110197 4.66046e-05 5.16125e-05 3.68428e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10607499999999999 -0.0083949999999999979 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.029918905928987355 0.0094516396339436072 -0.024767136319934886 -0.014711382175997434 -0.017353932127963278 0.013577087478559549 -7.0423756069007626e-05
leaf_weight=0.0011600216850661928 0.0017727351112429889 0.0012397730508500694 0.0010067540797383326 0.0017597358007743502 0.0017947486352568316 0.0011780107713140232
leaf_count=200 279 130 120 894 185 1313
internal_value=0 -0.00209652 0.00239894 -0.00459998 0.00341128 -0.0127342
internal_weight=0 0.00813904 0.00572126 0.00456124 0.0028015 0.00241778
internal_count=3121 2842 1399 1199 305 1443
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=8
num_cat=0
split_feature=11 43 2 43 15 15 4
split_gain=1.93697e-05 4.53716e-05 6.79678e-05 6.61581e-05 6.29982e-05 4.14653e-05 1.45469e-05
threshold=0.079915000000000014 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.053579999999999996 -0.087394999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.027774877589996506 -0.013065728333054319 -0.019671015946212352 0.0088888303411584092 0.022758612569693044 -0.021517934832315493 0.011480634072814374 -0.0054769573449260514
leaf_weight=0.0010225576153055048 0.0010216818315911995 0.0018278657309396436 0.0014862106727087272 0.0012427619268553522 0.0012582342296636861 0.0010197532801289148 0.0010038729141743268
leaf_count=622 199 862 213 276 281 148 520
internal_value=0 0.00147544 -0.00370354 0.00361647 -0.00505163 0.011362 0.00306838
internal_weight=0 0.00886126 0.00581507 0.00398721 0.00274444 0.00304618 0.00202363
internal_count=3121 2922 1632 770 494 1290 668
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=9
num_cat=0
split_feature=124 50 151 4 16 48 16 1
split_gain=4.55332e-05 5.79367e-05 6.4983e-05 0.000121229 0.000126122 0.000100362 9.91085e-05 9.27218e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.083274999999999988 0.181285 -0.094359999999999986 0.088965000000000002 0.16703000000000004 0.111945
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -5
right_child=1 -3 3 7 5 -7 -8 -9
leaf_value=0.00038543272467342387 -0.00040906988625879885 -0.00049267287569645056 -0.00069835760179975319 -3.5984281920306295e-06 0.00020282760126277954 0.00057264252352473468 -0.00041711936553699691 0.00072979224382012961
leaf_weight=0.001010448822972655 0.0013248841913521938 0.0010283959564917873 0.0010959551307524263 0.0011922954026935323 0.0019818700263174501 0.0010570763922551386 0.001983844235343514 0.0014923735173596648
leaf_count=259 239 579 216 119 998 180 356 175
internal_value=0 -4.92408e-05 -4.21607e-06 5.67131e-05 -9.56999e-05 3.57978e-05 -0.0001073 0.000404084
internal_weight=0 0.0111567 0.0101283 0.00880341 0.00611875 0.00502279 0.00396571 0.00268467
internal_count=3121 2862 2283 2044 1750 1534 1354 294
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=7
num_cat=0
split_feature=48 3 12 3 1 4
split_gain=2.01333e-05 4.67402e-05 6.40993e-05 8.30444e-05 0.000100639 4.53017e-05
threshold=-0.032929999999999994 0.13524500000000003 0.092355000000000007 0.097915000000000016 0.097115000000000021 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.013003595636709692 0.010477759560039216 0.014556037643111551 -0.020548039645594682 -0.021221484189043308 0.035200935898659393 -0.013694314034410297
leaf_weight=0.0010575046027829745 0.001602780322178116 0.0014893593454515372 0.0019249188828715036 0.0013107644117640593 0.0010044041440106883 0.0015018205896827658
leaf_count=180 737 171 875 93 303 762
internal_value=0 -0.00159693 -0.00487244 0.000695001 0.00768632 -0.00121525
internal_weight=0 0.00883405 0.00734469 0.00541977 0.00410901 0.0031046
internal_count=3121 2941 2770 1895 1802 1499
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=10
num_cat=0
split_feature=474 160 52 0 49 3 52 12 47
split_gain=5.46067e-05 0.000106315 7.67505e-05 0.0001143 7.89181e-05 7.18252e-05 0.000124835 0.00010222 6.1256e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 -0.13309499999999996 -0.07167999999999998 0.08401500000000002 0.086010000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=-0.00048670064107946139 0.00041776980525180108 0.00051565053210682213 0.00052094155949196244 -0.00062349048753008649 -0.00049481031896180243 -0.00042805562813960722 0.0003612899194932702 0.00074673738969093916 -0.00031385024219565628
leaf_weight=0.0017904843420578258 0.001051894737537795 0.0012150377555730845 0.0011029064979650805 0.0010815507966062121 0.0010615385738561058 0.0013558024129084237 0.001020656314663635 0.0011602670706314087 0.0010463761869705167
leaf_count=736 344 154 166 44 167 388 234 819 69
internal_value=0 -5.01668e-05 3.62546e-05 -3.10605e-05 6.23467e-05 -3.52293e-05 7.12189e-05 0.000280966 1.95195e-05
internal_weight=0 0.0108346 0.00904414 0.00794123 0.00685968 0.00564464 0.0045831 0.0032273 0.00206703
internal_count=3121 2777 2041 1875 1831 1677 1510 1122 303
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=8
num_cat=0
split_feature=1 0 42 49 15 1 2
split_gain=2.23281e-05 4.90921e-05 3.35588e-05 5.03762e-05 0.000106947 9.20302e-05 3.79666e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 -0.006494999999999999 -0.016799999999999995 0.111945 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -2
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.022638008957956202 -0.02583716202130287 0.004222663159769274 0.016222092602363312 -0.025826733708258699 0.033355709031715468 0.013667532180124073 0.00039952985569308077
leaf_weight=0.0012220299979087352 0.0010772335255583784 0.0015352336494170969 0.0014971893860563036 0.0011109264170407267 0.0010605840120279926 0.0012582965071665294 0.0011302340732235036
leaf_count=1561 105 75 532 149 344 194 161
internal_value=0 -0.00768209 0.00291391 -0.000620576 0.00696329 -0.00485129 -0.0124038
internal_weight=0 0.00275726 0.00713446 0.00563727 0.00342981 0.00236922 0.00220747
internal_count=3121 1636 1485 953 687 343 266
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=8
num_cat=0
split_feature=4 42 43 151 15 16 2
split_gain=2.08217e-05 4.56498e-05 7.98137e-05 6.84438e-05 4.01575e-05 3.80078e-05 3.92896e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 -0.15026499999999995 -0.074319999999999983 0.097845000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -5 -7
right_child=4 2 3 5 -6 6 -8
leaf_value=-0.021050144295864371 0.018445735974312368 0.023102789022709777 0.015846793499504415 -0.028403689066982443 -0.0055561759278494405 -0.019390640814754841 0.0059612918433343213
leaf_weight=0.001161685339275631 0.0014954892836284504 0.0012469622462644627 0.0011437612329670542 0.0010358056018909211 0.0013056454576576093 0.0011217940624784232 0.0013433163726931305
leaf_count=797 266 391 225 465 160 532 285
internal_value=0 -0.00293273 0.000639576 -0.00539115 0.00725813 -0.0123297 -0.00557557
internal_weight=0 0.00705332 0.00589164 0.00464468 0.00280113 0.00350092 0.00246511
internal_count=3121 2695 1898 1507 426 1282 817
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=10
num_cat=0
split_feature=159 51 160 2 3 3 12 15 3
split_gain=5.60163e-05 7.46809e-05 8.51548e-05 7.14436e-05 0.000190003 0.000111592 0.000111713 0.000101103 5.0479e-05
threshold=-0.032739999999999991 0.095050000000000009 0.086075000000000013 0.10613000000000002 0.088060000000000013 0.086245000000000016 0.10345000000000001 -0.0063699999999999989 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00043288918421882433 -0.00055275444972124682 0.00053950203870846024 -0.00055681110131390664 0.00039390995729276596 -0.00067637904074649804 0.0006333287713525715 0.00056386227028714568 -0.00017642300738945779 0.0004376268362150669
leaf_weight=0.0010719999799222628 0.001453912974810955 0.0010287901142409907 0.0010038628053365426 0.0011035323962985911 0.0015106962566924977 0.0014704156760993389 0.0010813067863698206 0.0010571786769669751 0.0010030828428206206
leaf_count=421 584 214 303 350 135 110 127 116 761
internal_value=0 3.72205e-05 -1.614e-05 4.6389e-05 -0.000224583 0.00016317 1.27335e-05 -0.000156848 0.00012254
internal_weight=0 0.0107128 0.00968399 0.00868013 0.00261423 0.0060659 0.00459548 0.00351417 0.00206026
internal_count=3121 2700 2486 2183 485 1698 1588 1461 877
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=7
num_cat=0
split_feature=133 43 4 3 3 2
split_gain=2.05989e-05 4.10829e-05 5.55961e-05 2.81954e-05 5.60875e-05 5.36851e-05
threshold=0.088525000000000006 -0.067899999999999974 -0.068329999999999988 -0.116045 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.03033797117301389 -0.01292819914369836 0.0078516575349525039 0.0012765042783664379 -0.022937535597057176 0.016946055359560369 -0.01156184759656762
leaf_weight=0.0010036120129219446 0.0011009952416043732 0.0016421147990357448 0.0019130957914340375 0.0015209577714607476 0.0011893861505782692 0.0014857553147376292
leaf_count=197 713 204 730 935 166 176
internal_value=0 0.00158462 0.0112763 -0.00325722 -0.00760461 0.00111296
internal_weight=0 0.00875492 0.00291671 0.00583821 0.0041961 0.00267514
internal_count=3121 2408 927 1481 1277 342
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=8
num_cat=0
split_feature=1 43 15 151 15 16 2
split_gain=2.02696e-05 4.43377e-05 2.98422e-05 5.52608e-05 8.41658e-05 0.000123577 0.000181274
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 -0.044604999999999992 -0.037864999999999989 -0.071854999999999988 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.018108875352920519 -0.011696490759448928 0.007707509217754956 -0.012526394196909521 -0.012468499187027339 0.035056859275199762 -0.021290856200229649 0.044899709869925988
leaf_weight=0.0015953765847989822 0.0014215440797438481 0.0011410431538792522 0.0010790105753459185 0.0010488748044229323 0.0010952816504159503 0.0012906309118676886 0.0011599069502708642
leaf_count=1424 262 212 433 158 233 230 169
internal_value=0 -0.00734386 0.00278734 0.00553386 0.0108647 0.00329283 0.0176575
internal_weight=0 0.00273642 0.00709525 0.00601624 0.00459469 0.00349941 0.00220878
internal_count=3121 1636 1485 1052 790 557 327
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 3 2
split_gain=4.4123e-05 6.49542e-05 5.43878e-05 6.34341e-05 4.23482e-05 7.15743e-05 0.000102434
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.10542000000000001 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00048649090000614433 -0.00038705002080152598 -0.00030803744609351807 0.00011237379980532755 0.00049989256628134142 0.00026650013808859153 0.0002636763759202645 -0.00058812959614641539
leaf_weight=0.0010982616016113984 0.001045017451953594 0.0019568578767211568 0.0014723002972195486 0.0010751031724740559 0.0015287354824592009 0.0013811928189496701 0.0017643191360912471
leaf_count=219 579 337 433 216 116 100 1121
internal_value=0 3.58421e-05 -1.80807e-05 6.04892e-05 -1.63676e-05 -0.000110011 -0.000269479
internal_weight=0 0.0102768 0.00917851 0.00722165 0.00614655 0.00461781 0.00323662
internal_count=3121 2542 2323 1986 1770 1654 1554
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=8
num_cat=0
split_feature=52 13 3 150 3 1 2
split_gain=2.05774e-05 5.0062e-05 5.26664e-05 5.52663e-05 8.77238e-05 9.21135e-05 0.000136975
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 -0.14989499999999997 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.020883248050509798 -0.011534071450750272 -0.017649964293934717 -0.019441366358348908 -0.015714949173433242 -0.0075721618985026126 0.0060607163791521722 0.054130784906326702
leaf_weight=0.0011823747853544515 0.0013412266621853569 0.0010563734539632552 0.001312114615342086 0.0012819627421900631 0.001200858169086951 0.0014095261441077881 0.0010229989910795589
leaf_count=137 501 188 137 231 1239 490 198
internal_value=0 0.00179738 -0.00130081 0.00268506 0.00771478 0.0150893 0.0262766
internal_weight=0 0.00846621 0.00728383 0.00597172 0.00468976 0.00363338 0.00243253
internal_count=3121 2620 2483 2346 2115 1927 688
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=8
num_cat=0
split_feature=147 52 151 4 15 13 12
split_gain=5.35638e-05 6.89792e-05 9.39028e-05 6.26238e-05 9.59789e-05 8.4658e-05 4.98995e-05
threshold=0.089025000000000007 0.15116000000000002 -0.0083949999999999979 0.24564500000000003 -0.076244999999999993 0.0076650000000000008 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00039106421988999618 0.00041919211516322323 -0.0005157747267955468 -0.00051129967750297278 0.00044452201233897873 0.00063630484595244283 -0.0002419178499967042 0.00012371676246141904
leaf_weight=0.0017923194117111917 0.0010609497710206148 0.0010658147025358325 0.0010904329511010778 0.0016603800081364866 0.0011956638758382652 0.0015247414498793894 0.0018754525692327544
leaf_count=423 124 373 421 293 160 288 1039
internal_value=0 -4.37172e-05 1.13355e-05 0.000109506 1.16827e-05 0.000135768 0.00032328
internal_weight=0 0.0102048 0.00913899 0.00734667 0.00568629 0.00459586 0.00307112
internal_count=3121 2997 2624 2201 1908 1487 1199
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 4 52 16
split_gain=5.72943e-05 0.000106496 7.91437e-05 0.00010961 6.3656e-05 6.45019e-05 7.49337e-05 8.25953e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 0.27834500000000006 -0.07167999999999998 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00061993624362821458 0.00030311962893566458 0.00034614895597457549 0.00041559608368854422 -0.00073966450629536328 -0.00065322270997680723 0.00021440374166868458 -0.00040970745104000394 0.00027290770038083712
leaf_weight=0.0017811973008045193 0.0010231687092126301 0.0011758318822140167 0.0010334900868384754 0.0010859725693987965 0.0013712206863717965 0.0013539561332935358 0.0014629137594527712 0.0012758453118910731
leaf_count=736 344 154 166 44 444 209 266 758
internal_value=0 -0.000182873 -9.39952e-05 -0.000162164 -6.77109e-05 -0.000156773 -0.00027905 -9.17126e-05
internal_weight=0 0.0105404 0.00875923 0.00772574 0.00663977 0.00546394 0.00410998 0.00273876
internal_count=3121 2777 2041 1875 1831 1677 1468 1024
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=10
num_cat=0
split_feature=147 151 4 52 3 15 151 2 16
split_gain=5.67904e-05 0.000118581 0.000119392 0.00013641 0.000115057 0.000174455 0.000114528 5.85328e-05 4.50812e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.13309499999999996 -0.016799999999999995 -0.086654999999999982 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 8 -1 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10
leaf_value=-1.8723615241049398e-06 0.00040289687122468097 -0.00051161841808106123 0.00063529488380069377 -0.00065851826447706381 5.1264476174581857e-05 0.00025070486435431851 -0.00092366547305999672 0.00079145020454459705 -0.00049091579715639967
leaf_weight=0.0010061695288626892 0.0011535563166992216 0.0011022429134130464 0.00114382834669429 0.0011756568457943735 0.0011776525150542449 0.0017693330652561743 0.0010685414260383367 0.0013620875673244701 0.0011808092882859863
leaf_count=244 124 185 237 396 219 909 218 143 446
internal_value=0 -5.44323e-05 4.38583e-05 -4.32325e-05 6.64992e-05 0.000182572 -0.000476625 0.000485915 -0.000220189
internal_weight=0 0.0109863 0.00891161 0.00776778 0.00659213 0.00548988 0.00207471 0.00313142 0.00235846
internal_count=3121 2997 2535 2298 1902 1717 462 1052 665
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=10
num_cat=0
split_feature=147 15 16 1 12 51 12 0 43
split_gain=5.00246e-05 6.4094e-05 8.4799e-05 8.51296e-05 0.000111754 6.01126e-05 0.000140015 9.14705e-05 3.33456e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.13075500000000004 0.098810000000000023 -0.010009999999999998 0.090455000000000021 -0.12333499999999999 -0.063379999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.00039763856874542995 0.00039440204877222505 -0.00056027792448406295 -0.00040664591917833102 0.00049512266610587301 -0.00068278600879580133 0.00030838107085967331 0.00072516503835029695 -8.0668201153837938e-05 -0.00056678831289187857
leaf_weight=0.0011022404292699217 0.0010798841271022494 0.0013317778383745748 0.001106995653391383 0.0010476840356563599 0.0010833580125512842 0.0013898925256470044 0.0010667842741152334 0.0010345546157465313 0.0011406813016019708
leaf_count=243 124 196 516 71 375 150 457 416 573
internal_value=0 -4.91817e-05 -0.000102705 -2.52726e-05 -0.000105189 3.84663e-06 0.000101952 -8.4531e-05 -0.000335587
internal_weight=0 0.010304 0.00920173 0.00786995 0.00682227 0.00573891 0.00463191 0.00356513 0.00217524
internal_count=3121 2997 2754 2558 2487 2112 1596 1139 989
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=9
num_cat=0
split_feature=48 3 2 1 13 4 3 4
split_gain=2.20881e-05 3.65346e-05 0.000119062 5.82688e-05 9.87656e-05 8.92597e-05 4.90037e-05 3.97374e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 -0.055129999999999992 0.076415000000000025 0.090900000000000009 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.013406313797580949 -0.037072787025158364 -0.02464350344045171 -0.0100982511634993 0.037849789698597161 0.020793910850938888 -0.019210124780095039 0.0043842685309174239 0.017184285998302361
leaf_weight=0.0010711632331433683 0.0010950964409849676 0.0010732744609108806 0.0010724461356013599 0.0010035731831039732 0.0010773790821206842 0.0011564628448577298 0.0012694263676892997 0.001063046669455303
leaf_count=180 513 526 162 291 187 109 83 1070
internal_value=0 -0.00180144 -0.0102645 0.00309822 0.0117909 8.377e-05 -0.00891438 0.00348297
internal_weight=0 0.00881071 0.00323059 0.00558012 0.00323742 0.00223384 0.0023427 0.00213549
internal_count=3121 2941 1745 1196 587 296 609 1232
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=10
num_cat=0
split_feature=50 474 51 15 12 12 49 1 15
split_gain=5.11868e-05 4.59498e-05 9.40341e-05 6.48584e-05 6.96495e-05 7.88513e-05 7.91026e-05 0.000102798 4.71182e-05
threshold=0.083090000000000011 0.084660000000000027 -0.031924999999999995 -0.095869999999999983 0.098810000000000023 0.090695000000000012 -0.052259999999999994 0.07635500000000002 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -5 -8 -4
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00048550366424476664 -0.00041526999120247167 0.00042786631907984642 8.6455424781832523e-05 -0.00025732501096177823 -0.0002739256195905322 0.0007720510545999288 -1.0827827021231303e-05 0.00083653817509707329 -0.00042521385597692212
leaf_weight=0.0013864855282364899 0.0011030121867558812 0.0010031157536569508 0.0013404305721807167 0.0011806846412933591 0.0010097479415982916 0.0010299208760050924 0.0012226878490589235 0.0010011147091152721 0.0014302516580860802
leaf_count=361 597 262 255 197 197 310 570 166 206
internal_value=0 2.85492e-05 -1.31702e-05 6.65494e-05 0.000190841 0.000296672 0.000152861 0.000370641 -0.000177673
internal_weight=0 0.0106044 0.00960132 0.00821484 0.00544416 0.00443441 0.00340449 0.0022238 0.00277068
internal_count=3121 2524 2262 1901 1440 1243 933 736 461
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=9
num_cat=0
split_feature=50 15 12 2 13 13 4 4
split_gain=5.85257e-05 6.65711e-05 5.44743e-05 5.91609e-05 8.37079e-05 0.00010225 0.000102249 8.10522e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.084245000000000014 -0.091904999999999987 0.0061450000000000003 0.0061450000000000003 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00049089316125462603 -0.00044261547421278752 -0.0003697510802280457 -5.3732439462282137e-05 0.00027276669026401313 -0.00093558738328064646 0.00020853656965942095 -9.4474712659559828e-05 0.0006371499043767169
leaf_weight=0.0011210343483536939 0.0010670363288811336 0.0014107536301196386 0.0013131504768022356 0.0017841098571837952 0.0010731860059954735 0.0012077380891743735 0.0011522658166676887 0.0012983510682056526
leaf_count=218 597 224 422 208 830 313 245 64
internal_value=0 3.96647e-05 -1.50828e-05 4.88286e-05 -7.17643e-05 -0.000250805 -0.000500087 0.000289751
internal_weight=0 0.0103606 0.00923955 0.0078288 0.0052173 0.00343319 0.00222545 0.0026115
internal_count=3121 2524 2306 2082 1596 1388 1075 486
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=8
num_cat=0
split_feature=4 12 0 47 49 3 15
split_gain=2.43647e-05 4.87811e-05 4.52088e-05 9.25313e-05 7.65115e-05 3.78853e-05 3.38157e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.086380000000000012 -0.006494999999999999 -0.012304999999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.013251749947485457 0.018099534425677796 -0.023702281700508046 0.017079788758743046 -0.028484045886957132 0.0028363641141065906 0.029693846615110448 -0.0039062138163112299
leaf_weight=0.0015477738361192933 0.0014835095403920187 0.0010033303861229038 0.00124630875842828 0.0011906897842209659 0.0010677694327108143 0.0010336599709410269 0.0013193354127523022
leaf_count=394 266 404 148 256 1333 160 160
internal_value=0 -0.00327229 9.56655e-05 -0.00427787 0.0036203 0.0160471 0.00774114
internal_weight=0 0.00708953 0.0060862 0.00483989 0.0036492 0.00210143 0.00280284
internal_count=3121 2695 2291 2143 1887 1493 426
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=9
num_cat=0
split_feature=1 52 15 12 52 12 1 16
split_gain=4.72034e-05 5.27873e-05 7.26101e-05 8.41692e-05 5.63654e-05 5.32191e-05 7.54435e-05 6.94401e-05
threshold=0.13686500000000004 0.11434500000000002 -0.11713499999999999 0.095110000000000014 1.0000000180025095e-35 0.079890000000000017 0.089175000000000018 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00034224969144090034 0.00039102066458898178 -0.00041769238382058648 0.00042695858299280422 0.00046935273238482122 0.0003292880215038818 -0.00050402910439449795 -0.0005581613454141265 0.00013058524871166607
leaf_weight=0.0018519031951139851 0.0010434142726060943 0.0012907374149342581 0.0010544200370987502 0.0017389021830352186 0.0013388760183394976 0.0010985170978409088 0.0011088041052028236 0.0011428958851925925
leaf_count=302 169 462 130 468 524 783 118 165
internal_value=0 -4.60277e-05 5.36556e-06 9.14006e-05 -2.30279e-05 -0.000130121 -5.8838e-06 -0.000208574
internal_weight=0 0.0106251 0.00933432 0.00748242 0.00574351 0.00440464 0.00330612 0.0022517
internal_count=3121 2952 2490 2188 1720 1196 413 283
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 16
split_gain=6.17228e-05 8.17801e-05 0.000142873 0.00013392 0.000125361 0.00020934 6.13348e-05 5.69308e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.13309499999999996 -0.016799999999999995 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.0004084444171575477 0.00042979349972255471 -0.00055819950649322605 0.00067124982431623567 -0.0006868635385285487 2.8717912076656402e-05 0.00025430384140180489 0.0008136633990435693 -0.0005807530406119984
leaf_weight=0.0019945324401039405 0.0011400453062008773 0.0011091267349557206 0.0011639051885292961 0.0011376122976714809 0.0011891208335383715 0.0016825940448928723 0.0013651674358544814 0.0011680753021491824
leaf_count=462 124 185 237 396 219 909 143 446
internal_value=0 -4.98995e-05 3.12214e-05 -6.61338e-05 4.22697e-05 0.000165489 0.000504855 -0.000273297
internal_weight=0 0.0108101 0.0088156 0.0076517 0.00651408 0.00540496 0.00304776 0.0023572
internal_count=3121 2997 2535 2298 1902 1717 1052 665
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=9
num_cat=0
split_feature=50 15 12 133 3 0 15 150
split_gain=5.31761e-05 7.04961e-05 5.33299e-05 6.13801e-05 0.00011579 8.42799e-05 7.25651e-05 0.000104183
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 1.0000000180025095e-35 -0.10023499999999998 -0.059114999999999994 -0.016799999999999995 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00051162826478771647 -0.00041664938457297096 -0.00036148072372803937 8.5067133371384714e-05 -0.00033344523850431577 -0.0006042058405294656 0.00085650905989723657 0.00025046983277473873 0.00020548321416179313
leaf_weight=0.0011202847250360885 0.0010463672977939148 0.0014014188626728348 0.0010144947131638417 0.0013071102248868377 0.0014748099234712462 0.0011751956528971699 0.0017567046334018696 0.0010430903585572204
leaf_count=218 597 224 128 730 309 131 663 121
internal_value=0 4.72986e-05 -9.41034e-06 5.40786e-05 0.000132438 0.000499096 -5.53852e-05 -0.000268776
internal_weight=0 0.0102931 0.00917282 0.00777141 0.0064643 0.00218969 0.0042746 0.0025179
internal_count=3121 2524 2306 2082 1352 259 1093 430
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=9
num_cat=0
split_feature=50 15 12 150 16 0 13 47
split_gain=5.59274e-05 5.43421e-05 5.17262e-05 6.45773e-05 7.61037e-05 8.02431e-05 7.1022e-05 0.000106474
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.094365000000000018 -0.27167499999999994 -0.10607499999999999 -0.084034999999999985 0.085270000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00045826803817861967 -0.00042541769283612141 -0.00035024827530295919 -0.00045433290338767554 0.00046844605326418377 0.00042658894683940017 0.00034256555467517382 -0.00060562382925914704 0.00022234401974794237
leaf_weight=0.0010907653084416538 0.0010756798455921453 0.001409388198760895 0.0012524410314835761 0.0012389130519838698 0.0017492694071095166 0.0010398191316801728 0.0014651763877105118 0.0010079318036553887
leaf_count=218 597 224 162 206 152 346 1052 164
internal_value=0 4.45452e-05 -4.70482e-06 5.81057e-05 -1.99302e-05 8.34608e-05 -8.74006e-05 -0.00026818
internal_weight=0 0.0102537 0.00916294 0.00775355 0.00651464 0.0052622 0.00351293 0.00247311
internal_count=3121 2524 2306 2082 1876 1714 1562 1216
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=8
num_cat=0
split_feature=50 15 15 43 16 16 150
split_gain=5.2033e-05 4.20619e-05 3.97243e-05 7.99919e-05 7.77353e-05 8.41108e-05 9.30517e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.11033999999999998 -0.20207499999999998 0.22339500000000004 -0.013324999999999998 0.082565000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00040406505110714391 -0.00041510477245087466 -0.0003568682337216805 0.0004571371636370298 -0.00040148130691956135 -0.00048481792505795641 0.0003936378709085366 0.00025015835198595617
leaf_weight=0.0010808803946622944 0.0010755722938386282 0.0010866427499797845 0.0014634038099290989 0.001990013186955227 0.0012731143575265662 0.0018383699395453585 0.0014610535865503009
leaf_count=218 597 231 143 878 375 522 157
internal_value=0 3.8348e-05 -5.03116e-06 4.26044e-05 -4.98335e-05 5.48629e-05 -0.000125601
internal_weight=0 0.0101935 0.0091126 0.00802595 0.00656255 0.00528944 0.00345107
internal_count=3121 2524 2306 2075 1932 1557 1035
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=8
num_cat=0
split_feature=14 0 0 2 1 15 1
split_gain=2.38005e-05 4.06787e-05 9.65529e-05 5.88318e-05 5.26391e-05 6.21469e-05 4.72062e-05
threshold=-1.0000000180025095e-35 -0.10607499999999999 -0.061629999999999997 0.10097500000000002 0.091615000000000016 -0.10653 0.11212500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 6 -2 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.014712577306693973 -0.0061840122005751633 -0.0277881945592676 0.024282396943889558 -0.013459574285322184 0.03727019856886276 0.0045730794578935068 -0.0028442329320350398
leaf_weight=0.0010072027476015549 0.0013672130292529663 0.0013028778851375648 0.0014600807716732681 0.0013342139703210235 0.0010091870595401583 0.0013710195795318351 0.0011442761587659098
leaf_count=161 220 1920 156 287 112 175 90
internal_value=0 0.00149792 -0.00419024 0.00361596 0.00945384 0.0184364 0.0123638
internal_weight=0 0.00898887 0.00524145 0.00393857 0.00374742 0.00238021 0.00260436
internal_count=3121 2960 2453 533 507 287 246
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=8
num_cat=0
split_feature=49 15 42 43 43 1 2
split_gain=2.43354e-05 6.84741e-05 6.27341e-05 3.98407e-05 4.7639e-05 7.78316e-05 7.29718e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.084004999999999982 0.05259500000000001 0.094465000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.025742304135202745 0.014146668763561038 -0.0083456430815124112 -0.025829138381463931 -0.032881654601290951 0.013387892599323371 0.015920053019407437 -0.017082696693107306
leaf_weight=0.0011826271836363443 0.0016542364749814959 0.001174537613291394 0.0010292593505354516 0.0010239333499714506 0.0012151963834819857 0.0013490717848762676 0.0013309283746047711
leaf_count=226 517 199 621 929 265 208 156
internal_value=0 0.00875682 -0.00287285 0.000721652 -0.003793 -0.00942975 -0.000469609
internal_weight=0 0.00235716 0.00760263 0.00657337 0.00491913 0.00370393 0.00268
internal_count=3121 425 2696 2075 1558 1293 364
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=7
num_cat=0
split_feature=1 42 3 0 49 3
split_gain=2.56303e-05 4.49635e-05 8.47528e-05 3.97022e-05 6.69841e-05 3.32899e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10151999999999999 -0.006494999999999999 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.026252772974912544 0.010719273083709383 -0.02552750445760198 -0.014011796336803384 -0.017356604450375821 0.015666012373255076 -0.0019441489848208598
leaf_weight=0.0011754704333967452 0.0017909654729470715 0.0012247872466354468 0.0013595493821296073 0.0014749200775265483 0.0017260422076684433 0.0011706402562477495
leaf_count=200 279 130 141 868 190 1313
internal_value=0 -0.00249544 0.00231002 -0.00386122 0.00258961 -0.0140024
internal_weight=0 0.00813141 0.00573598 0.00456051 0.00308559 0.00239543
internal_count=3121 2842 1399 1199 331 1443
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=9
num_cat=0
split_feature=48 2 47 42 160 4 52 13
split_gain=4.92989e-05 9.49367e-05 7.66832e-05 9.0283e-05 0.000101241 6.78673e-05 6.58709e-05 7.60986e-05
threshold=0.11951500000000001 0.11510000000000002 0.11312500000000002 -1.0000000180025095e-35 -0.082299999999999984 0.181285 0.077655000000000016 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0006391016359626546 -0.00042062669749848443 0.00049048958184451765 0.00046043018620703873 -0.00060708697686587547 -0.00068239832095020291 0.00038934649395307587 0.00022933855863503224 -3.4741088782072788e-06
leaf_weight=0.0010643484587255694 0.001022925894417096 0.0014838217639493107 0.0010338678536616049 0.0010002072527027029 0.0010093613927034558 0.001774745570657728 0.0017846754203918189 0.0017101897840442299
leaf_count=755 114 379 77 456 607 156 301 276
internal_value=0 2.96414e-05 -4.32804e-05 -0.000105696 -2.7703e-05 6.45899e-05 -6.337e-05 -0.000255457
internal_weight=0 0.0108612 0.0093774 0.00834353 0.00727918 0.00627897 0.00450423 0.00271955
internal_count=3121 3007 2628 2551 1796 1340 1184 883
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=7
num_cat=0
split_feature=49 15 42 15 4 12
split_gain=2.36633e-05 5.90551e-05 4.57872e-05 4.06835e-05 0.000114862 8.43723e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.037864999999999989 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.024429151282796421 -0.03255420972654692 -0.0072804981281262629 -0.022547136624418651 0.024286528698057808 0.0075493672523242634 -0.0065604535433837017
leaf_weight=0.0011812316741450363 0.001185088849725907 0.0011681202612347872 0.0010188104765706252 0.0016225585845849287 0.0017973410224791455 0.0019551393269729108
leaf_count=226 605 199 621 180 232 1058
internal_value=0 0.00866281 -0.00282393 0.000239153 -0.00838606 0.00742928
internal_weight=0 0.00234935 0.00757894 0.00656013 0.00298243 0.0035777
internal_count=3121 425 2696 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=7
num_cat=0
split_feature=1 3 150 0 13 2
split_gain=2.43645e-05 5.27969e-05 3.49003e-05 3.92762e-05 5.24329e-05 4.06228e-05
threshold=0.11588000000000001 0.10299500000000002 0.081835000000000019 -0.08824499999999999 -0.010094999999999998 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.033485296314392621 0.020447961675128842 -0.0086229464316475036 0.0094923039761304461 0.010254832835918415 -0.0039832770961939455 -0.012801086739122594
leaf_weight=0.0010306930882108226 0.0014933785100157372 0.0010740282452505519 0.0017062197183666146 0.0018238333251132323 0.0014498066317861472 0.0013153258261014308
leaf_count=474 260 155 334 1279 236 383
internal_value=0 0.00828667 -0.00303398 -0.00683717 -0.0162419 0.000594269
internal_weight=0 0.00256741 0.00732588 0.00561966 0.0024805 0.00313916
internal_count=3121 415 2706 2372 710 1662
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=8
num_cat=0
split_feature=1 52 47 3 2 2 0
split_gain=2.05821e-05 3.55813e-05 6.18847e-05 6.09781e-05 8.44262e-05 4.95913e-05 1.4834e-05
threshold=0.12500000000000003 -0.088204999999999992 0.092710000000000015 -0.14477499999999996 0.084055000000000005 0.098260000000000014 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.018069168438649804 0.0096398155203206055 -0.015281897049574462 -0.021289400762234685 0.034765732310138235 -0.011344943308594688 0.0041187610872936284 0.021204306393086014
leaf_weight=0.0012068828467275442 0.0017822495028034938 0.0012117773106994347 0.0010919647739772512 0.001054692841823131 0.0014898490447235644 0.0010150259733736075 0.0010176234438218669
leaf_count=624 279 141 202 531 937 116 291
internal_value=0 -0.00223167 0.000546152 0.00466496 0.00994574 0.00251424 0.0126725
internal_weight=0 0.00808782 0.00688093 0.00578897 0.00457719 0.0035225 0.00203265
internal_count=3121 2842 2218 2016 1875 1344 407
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=8
num_cat=0
split_feature=474 160 42 52 43 0 42
split_gain=5.71908e-05 0.000147512 0.000106945 0.00010913 0.000125469 8.44061e-05 0.000108592
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 0.084740000000000024 -0.15350499999999997 0.084695000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.0005709474989098501 0.00042856758870510396 -0.00046895245861807469 -0.00013506034196395146 0.00072872848353282152 -0.00049755942917825951 0.00066480449497331902 -7.6333149580421253e-05
leaf_weight=0.0017807321291658891 0.0010270842832020921 0.0013138162542893619 0.0020093511089447538 0.0010347489196227549 0.0013163007301458043 0.0019615032201185587 0.0012409489198449723
leaf_count=736 344 708 143 129 105 380 576
internal_value=0 -5.5905e-05 4.74167e-05 0.00013712 4.33463e-05 0.000179958 0.000377614
internal_weight=0 0.0106574 0.00887667 0.00756285 0.0065281 0.0052118 0.00320245
internal_count=3121 2777 2041 1333 1204 1099 956
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 3 2 52
split_gain=3.59725e-05 0.000113266 9.53089e-05 0.000111876 7.86444e-05 6.7421e-05 0.000127795 0.000175674
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 -0.13309499999999996 0.10672500000000001 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00050189932543719302 0.00035142223356488943 0.00053186712203311028 0.0006048959745573795 -0.00063075027421736823 -0.00048492819842722477 -0.00032197001647510316 -0.00047270830683797946 0.00063986321805642552
leaf_weight=0.0016768794374172778 0.0010132125500770086 0.0011708434097844481 0.0010628141394761603 0.0010065973541020234 0.0010118308265812696 0.0011578554818293188 0.0011794069821626316 0.0019760565743190146
leaf_count=736 344 154 166 44 167 293 295 922
internal_value=0 -3.58788e-05 5.53557e-05 -2.2492e-05 7.17617e-05 -2.94019e-05 7.74568e-05 0.000284504
internal_weight=0 0.0102423 0.0085654 0.00750259 0.00649599 0.00532515 0.00431332 0.00313391
internal_count=3121 2777 2041 1875 1831 1677 1510 1215
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=8
num_cat=0
split_feature=52 52 49 12 2 3 4
split_gain=2.11373e-05 3.33103e-05 4.63432e-05 7.17636e-05 9.20937e-05 0.000150572 8.74517e-05
threshold=0.15116000000000002 0.10024500000000001 -0.080089999999999981 -0.029094999999999999 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.017192228111555578 -0.013503100575621424 0.018083089247896828 -0.028600498107407342 -0.019863169692090316 -0.024236763036676993 0.039420856489804014 0.012805355832966934
leaf_weight=0.0012129120329438334 0.0010496865943799292 0.001066034883668009 0.0010102223360848187 0.001643402554146071 0.0011937064029062883 0.0010838810905556828 0.0016343221303829918
leaf_count=225 377 236 263 1439 271 106 204
internal_value=0 0.00150578 -0.000766138 -0.00408375 0.000374567 0.00711032 -0.00357416
internal_weight=0 0.00884448 0.00777845 0.00656553 0.00555531 0.00436161 0.00327772
internal_count=3121 2744 2508 2283 2020 1749 1643
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 4 52 16
split_gain=4.83852e-05 0.000103777 0.000101009 0.000116094 5.6238e-05 4.8472e-05 8.37765e-05 5.24083e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 0.076415000000000025 -0.054584999999999995 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00048843647392157058 0.00038993194684225227 0.00043417081277212103 0.00058435616456017317 -0.00064453902996948595 -0.00065674976328768261 -5.1705906364552449e-05 5.523980188363907e-05 0.00050495592417646915
leaf_weight=0.0017339062847260963 0.0010590744447101222 0.0012120759665177191 0.0011274977509183638 0.0010666129395497936 0.0010401174436732287 0.0018297132092630561 0.0016328449169941423 0.0010087260931789215
leaf_count=736 344 154 166 44 437 253 878 109
internal_value=0 -4.95153e-05 3.58271e-05 -4.35642e-05 5.17745e-05 -3.23227e-05 -0.000221813 0.000146121
internal_weight=0 0.0106515 0.00891759 0.00779009 0.00672348 0.0055114 0.00267296 0.00283844
internal_count=3121 2777 2041 1875 1831 1677 1315 362
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=9
num_cat=0
split_feature=4 484 160 42 43 16 0 12
split_gain=4.08521e-05 4.49713e-05 0.000105506 8.09808e-05 0.000111073 5.58617e-05 7.16341e-05 0.000115916
threshold=-0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00036376406489160574 -0.00050044169159740935 0.00039474727576655774 -0.00042394673120599145 0.00060147770868236963 -0.00016085813232650026 -0.00032848079026275153 0.00084060299468698596 -7.4268630615346889e-05
leaf_weight=0.0011478595045158668 0.0014742745349874227 0.0011334307950240973 0.0010975077562216332 0.0016033795960887455 0.0017599798877522303 0.0013702711606365619 0.0010432937255414926 0.0010874457487382513
leaf_count=156 629 324 703 447 114 235 198 315
internal_value=0 2.57116e-05 -1.86155e-05 7.06027e-05 0.000149674 1.19783e-05 0.000131885 0.000373688
internal_weight=0 0.0105696 0.00943615 0.00796188 0.00686437 0.00526099 0.00389072 0.00213074
internal_count=3121 2965 2641 2012 1309 862 627 513
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=8
num_cat=0
split_feature=48 150 1 48 13 47 1
split_gain=2.07219e-05 4.65688e-05 5.03415e-05 7.47201e-05 6.67996e-05 5.87951e-05 5.36283e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -0.084034999999999985 0.085770000000000027 0.081670000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.01307301544114794 0.0051075862844135143 -0.020061198152006285 0.030332951078853466 0.018012332320909624 -0.008685624425179346 -0.00083160450353115655 -0.038731426086042194
leaf_weight=0.0010665428358530822 0.0015958983134112203 0.0011927277880216551 0.0010879202974991844 0.0011574080081264331 0.0014268564884473993 0.0013648067852471489 0.0010178056378139994
leaf_count=180 525 229 245 391 918 141 492
internal_value=0 -0.00168239 0.00118283 -0.00438929 -0.0108062 0.0129916 -0.0211948
internal_weight=0 0.00884342 0.0076507 0.00519797 0.00404056 0.00245273 0.00244466
internal_count=3121 2941 2712 2326 1935 386 1410
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=8
num_cat=0
split_feature=50 15 12 150 16 0 43
split_gain=4.28962e-05 4.60301e-05 4.37088e-05 6.06266e-05 7.84915e-05 8.51531e-05 6.37484e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.094365000000000018 -0.27167499999999994 -0.10607499999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00041704092469587871 -0.0003768015978756437 -0.00033157707128213991 -0.00046558529296130221 0.00044360792865498862 0.00042903861523358567 0.00016038893124232267 -0.00037005311230320261
leaf_weight=0.0010823950751915118 0.0010765381523451497 0.0013839791673892687 0.0012737661693780931 0.0012425402457865425 0.0017570306209884635 0.0017720152482399696 0.0017132536969648577
leaf_count=218 597 224 162 206 152 576 986
internal_value=0 3.46907e-05 -1.05759e-05 4.66842e-05 -2.90046e-05 7.70751e-05 -0.00010036
internal_weight=0 0.010225 0.00914259 0.00775861 0.00651607 0.0052423 0.00348527
internal_count=3121 2524 2306 2082 1876 1714 1562
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=8
num_cat=0
split_feature=52 13 0 2 49 3 2
split_gain=1.95351e-05 4.20695e-05 5.48938e-05 4.56681e-05 4.61498e-05 7.33938e-05 1.72088e-06
threshold=0.11434500000000002 -0.084034999999999985 -0.084044999999999995 0.11215000000000001 -0.00064499999999999985 -1.0000000180025095e-35 0.086885000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-7.1848705798264608e-05 -0.011199689612166212 -0.011198705004134786 0.030013862569084095 -0.021540836906039754 -0.0054813756369914129 0.029723146965124445 0.00034535818301956883
leaf_weight=0.0014353403751529653 0.0013644028666390433 0.0018694512698864355 0.0010501868209789314 0.001071476485105082 0.001002893971173466 0.0010813345813263631 0.0010248417114635474
leaf_count=585 501 296 191 286 607 100 555
internal_value=0 0.00168689 0.01264 -0.00281299 0.00121762 0.00868342 -0.00253648
internal_weight=0 0.00853553 0.00248553 0.00605 0.00497852 0.00310907 0.00202774
internal_count=3121 2620 776 1844 1558 1262 1162
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=7
num_cat=0
split_feature=1 3 15 3 3 15
split_gain=2.15207e-05 4.11798e-05 6.44731e-05 3.52729e-05 0.000106854 3.15196e-05
threshold=0.094825000000000007 -0.12018999999999998 -0.0040799999999999994 0.083060000000000009 -0.077774999999999983 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.0093377643447126023 -0.0043661895719926801 -0.030478029625535592 -0.00058147529039642709 0.0061705513723693678 0.033407916627437466 -0.017128352428983914
leaf_weight=0.0013519354210712944 0.0018233838014625463 0.0011408212989644888 0.0019617112366735112 0.0011945844331439203 0.0012707744956703558 0.0011297933760767796
leaf_count=174 267 939 1083 160 369 129
internal_value=0 -0.0052277 -0.0115746 0.00415471 0.0111477 -0.00515418
internal_weight=0 0.00445447 0.00310253 0.00541854 0.00309416 0.00232438
internal_count=3121 2196 2022 925 636 289
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=9
num_cat=0
split_feature=1 43 3 13 12 2 151 16
split_gain=4.97092e-05 6.28461e-05 9.47132e-05 0.000142599 7.43509e-05 0.000101664 9.38233e-05 9.64062e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.098810000000000023 0.089885000000000007 -0.0083949999999999979 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8
right_child=-2 4 -4 -5 -6 6 7 -9
leaf_value=-0.00061025268073503034 0.0004117300623107648 -0.00045647616113903212 0.00062127934049333716 0.00035678153430703348 -0.00057861125774583133 -0.00035781319900215781 0.00069411731024920204 -3.9176970872096021e-05
leaf_weight=0.0010222604237016722 0.0010216003490075608 0.0016818486185304509 0.0011887508449157204 0.0013745859790609465 0.0012759790738752904 0.0011205813061061498 0.001332997903916324 0.0014274315749534397
leaf_count=634 169 759 378 367 241 116 154 303
internal_value=0 -4.14898e-05 0.000168769 -5.56608e-05 -0.000151728 -5.38119e-05 0.000120684 0.000314927
internal_weight=0 0.0104244 0.0035856 0.00239685 0.00683884 0.00556286 0.00388101 0.00276043
internal_count=3121 2952 1379 1001 1573 1332 573 457
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=8
num_cat=0
split_feature=48 2 0 16 0 0 0
split_gain=2.12758e-05 4.74151e-05 7.90279e-05 7.02981e-05 5.14957e-05 9.38136e-05 4.85719e-05
threshold=-0.032929999999999994 0.10912000000000001 0.0059850000000000016 -0.074319999999999983 -0.060129999999999996 -0.10607499999999999 -0.14794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 -2
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=0.01324777821632921 -0.0077968356832835029 -0.0081672679428082331 -0.024633588893373901 0.024761382003465726 0.018228246636534565 -0.029722017049936336 0.022265820697987139
leaf_weight=0.001069657712294266 0.001159004603806392 0.0012004392924102126 0.0017248882746318719 0.0014096494501965812 0.0012054372702306007 0.0011007855504237794 0.0010021427072119614
leaf_count=180 170 242 210 331 105 1737 146
internal_value=0 -0.00168787 -0.00645286 0.00961675 0.000566866 -0.00595984 0.00614348
internal_weight=0 0.00880235 0.00619226 0.00261009 0.00446737 0.00326193 0.00216115
internal_count=3121 2941 2368 573 2158 2053 316
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=10
num_cat=0
split_feature=124 50 484 52 3 2 0 2 49
split_gain=7.09147e-05 8.29756e-05 8.58051e-05 6.86473e-05 6.72729e-05 0.000141603 0.000147961 7.48199e-05 4.17041e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -0.088204999999999992 -0.083924999999999986 0.11389000000000002 -0.10151999999999999 0.083995000000000014 -0.0020949999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 8 -5 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00048910249907102414 -0.00045421131035133875 -0.0005801386960831113 0.00050202377071980838 -0.00012764921702104032 6.4518817770254719e-05 -0.00077235962595831125 -0.00049309382275027265 0.00051300318101103976 0.00060704340284353233
leaf_weight=0.0010009262005726766 0.0014646133877908073 0.0010504968764102037 0.0011539192162019459 0.0012068063209057663 0.0010078756406201672 0.00104329500226375 0.0012244454706617767 0.0016717312516660063 0.0011855221026528251
leaf_count=259 470 579 297 156 86 177 562 435 100
internal_value=0 -5.60195e-05 -7.29915e-07 -6.66225e-05 1.07199e-05 -0.000140071 5.29351e-05 0.000244414 0.000357751
internal_weight=0 0.0110087 0.00995821 0.00880429 0.00733968 0.00446114 0.00341784 0.00287854 0.0021934
internal_count=3121 2862 2283 1986 1516 925 748 591 186
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=8
num_cat=0
split_feature=150 151 1 42 13 0 2
split_gain=1.98262e-05 8.94461e-05 4.02408e-05 5.49647e-05 3.59476e-05 7.01372e-05 5.68654e-05
threshold=0.081835000000000019 -0.055494999999999996 0.12811000000000003 0.088795000000000013 -0.13710499999999998 1.0000000180025095e-35 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.015714104604804695 0.030118369009210312 -0.010094423012948798 0.013676233069424651 -0.025737578711064926 0.0097271710562198306 0.025210475751145069 -0.018583798398645258
leaf_weight=0.0013171880401687793 0.001015881239003427 0.0012143249167811659 0.0012809352859937525 0.001131228550787778 0.0013795509180115596 0.0010697407618154992 0.0014606772494691115
leaf_count=88 264 156 218 740 430 175 1050
internal_value=0 0.00822291 -0.00249398 -0.00575156 -0.00142631 0.00338695 -0.00483264
internal_weight=0 0.00223021 0.00763932 0.00635839 0.00522716 0.00390997 0.00284023
internal_count=3121 420 2701 2483 1743 1655 1480
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=8
num_cat=0
split_feature=16 160 16 3 151 1 3
split_gain=2.01677e-05 7.00324e-05 7.98966e-05 5.05007e-05 4.71098e-05 5.90761e-05 4.38702e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.38525000000000004 -0.012304999999999998 -0.0083949999999999979 0.094385000000000011 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.012046119148192758 0.013457818289726959 -0.03922492916152389 0.0084620640876765102 -0.0087758481170255639 -0.0083989720622771966 0.0070065483163439654 0.033471046821460806
leaf_weight=0.0012960006556007875 0.0014758002934527033 0.0010890135456300752 0.0011633639784792834 0.0010897434331594816 0.001179847113776859 0.0014201845344031551 0.0011206669752702354
leaf_count=207 520 528 284 141 1076 196 169
internal_value=0 -0.0046855 -0.0126972 -0.0239953 0.00437324 0.0100925 0.018679
internal_weight=0 0.00481792 0.00334212 0.00217876 0.0050167 0.0037207 0.00254085
internal_count=3121 1473 953 669 1648 1441 365
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=8
num_cat=0
split_feature=47 43 16 2 160 13 48
split_gain=2.10104e-05 5.70772e-05 0.000121425 6.99521e-05 7.40559e-05 8.20716e-05 4.80294e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.11510000000000002 -0.080409999999999995 -0.084034999999999985 0.016865000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.02249448792375686 -0.013671715181460615 -0.024589714707544282 -0.031936866089808134 0.025379480774899106 0.026720424854772152 -0.01372629748057257 0.012381211926706964
leaf_weight=0.0011300232596749464 0.0010162982079564243 0.0010854208896732822 0.0011242266979186524 0.0012070368301185562 0.001208301243714975 0.0019122740486480949 0.0011158252444141746
leaf_count=191 115 537 412 270 475 916 205
internal_value=0 0.00151563 -0.00158202 0.00364488 -0.00128472 0.00468632 -0.00410593
internal_weight=0 0.00878311 0.00765308 0.00652886 0.00532182 0.0042364 0.0030281
internal_count=3121 3006 2815 2403 2133 1596 1121
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=7
num_cat=0
split_feature=52 52 16 15 1 4
split_gain=1.98036e-05 3.39114e-05 5.32974e-05 6.08902e-05 7.04727e-05 0.000116481
threshold=0.15116000000000002 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 0.11181500000000001 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.017236106759691738 -0.013156613021811456 0.015926224290657671 -0.018536674565364598 0.017380328276114652 -0.019419784922356548 0.028488897203941911
leaf_weight=0.0010295561964368287 0.0010315231379722225 0.0013722664420585257 0.0014284184712861714 0.0019636574515551758 0.001714893368668069 0.0012140967973782754
leaf_count=515 377 338 515 879 249 248
internal_value=0 0.00149558 -0.00119843 0.0029835 -0.00415812 0.00750684
internal_weight=0 0.00872289 0.00735062 0.0059222 0.00395855 0.00224365
internal_count=3121 2744 2406 1891 1012 763
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=8
num_cat=0
split_feature=52 160 15 43 52 2 15
split_gain=2.0419e-05 6.8484e-05 5.40062e-05 6.94193e-05 5.09295e-05 7.40392e-05 7.27946e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.090644999999999989 -0.066504999999999995 0.10347000000000002 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=0.024822437514183272 -0.024519295146109649 -0.0088704675554199964 0.015665455505147946 -0.021530506437255098 0.020777217995140613 -0.020533073702974396 0.023794815543118769
leaf_weight=0.0010706511618630192 0.0012251376351435934 0.0014323325790544167 0.0010004313514227771 0.0010065922046164758 0.0011085066449705271 0.0015743471768934741 0.0013027037223909143
leaf_count=246 743 228 384 323 204 246 747
internal_value=0 -0.00316751 0.00668555 -0.00298961 0.00166073 -0.00325663 0.00668808
internal_weight=0 0.00664303 0.00307767 0.00200702 0.00541789 0.00430938 0.00273504
internal_count=3121 2168 953 707 1425 1221 975
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=8
num_cat=0
split_feature=4 16 1 42 49 0 15
split_gain=2.27216e-05 3.08691e-05 5.5435e-05 5.25743e-05 5.83772e-05 0.000140638 3.0668e-05
threshold=0.27287000000000006 -0.27167499999999994 0.12811000000000003 0.086665000000000006 -0.006494999999999999 -0.10151999999999999 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -2
right_child=6 2 -4 -5 5 -7 -8
leaf_value=-0.018306468232185194 -0.0026952064960066593 -0.016050285669791668 0.02116233143708264 -0.024629734152271907 0.037402238464669502 -0.007335049349063899 0.021795172556525768
leaf_weight=0.0010693571460619758 0.0010426081078696754 0.0014323712956169354 0.001042741862581853 0.0010077195053801715 0.0010832135630674663 0.0020003046085664052 0.0010034314135697929
leaf_count=165 167 319 96 915 149 1125 185
internal_value=0 -0.00255076 1.51219e-05 -0.00397703 0.000631617 0.00838078 0.00931552
internal_weight=0 0.00763571 0.00656635 0.00552361 0.00451589 0.00308352 0.00204604
internal_count=3121 2769 2604 2508 1593 1274 352
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=10
num_cat=0
split_feature=42 43 3 13 16 15 48 4 0
split_gain=4.75107e-05 9.69629e-05 0.000184077 0.000188438 7.44179e-05 7.67377e-05 8.06617e-05 9.5338e-05 3.12214e-05
threshold=-0.098769999999999983 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.15891500000000003 -0.10203999999999998 0.086910000000000015 -0.033174999999999989 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 -3
right_child=1 4 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00041166741231915007 -0.00062594140358453155 -8.4355239783440988e-05 0.00095625038110681273 0.00055313028530180463 -0.00056017592562360836 -0.00012544116992441355 -0.00026280874370670712 0.00059893894855840362 -0.0005517090664360478
leaf_weight=0.0010097538228022772 0.0010255842355103649 0.0011647396377334543 0.0011287290456122511 0.0010594930448432976 0.0010975747309867317 0.0011260301101638673 0.0012937184792008475 0.0018400032721554807 0.0010405226490860725
leaf_count=221 631 121 395 260 233 697 124 242 197
internal_value=0 3.3135e-05 0.000318448 -2.68182e-05 -8.81119e-05 -7.96891e-06 0.000145736 0.000323934 -0.00030487
internal_weight=0 0.0107764 0.00321381 0.00208508 0.00756259 0.00646501 0.00425975 0.00296603 0.00220526
internal_count=3121 2900 1286 891 1614 1381 1063 939 318
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=9
num_cat=0
split_feature=159 15 4 52 43 150 2 12
split_gain=3.93126e-05 4.6205e-05 4.15222e-05 0.00010458 8.60491e-05 8.41079e-05 7.04313e-05 6.79721e-05
threshold=-0.032739999999999991 -0.24436499999999997 -0.0016099999999999997 -0.088204999999999992 -0.074359999999999996 0.090480000000000019 0.10097500000000002 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -5
right_child=1 2 4 6 5 -7 -8 -9
leaf_value=-0.00037156119454773005 0.00040498114555225699 -0.00041290028934038526 0.00023298250850096387 0.00085348085558415907 -0.00059540696025701565 0.00010536674177815362 -8.1195277166405967e-05 0.0001632064137650903
leaf_weight=0.0010241941541098446 0.0011314517295827201 0.0010999359600044776 0.0014739519994641848 0.0010541861305581139 0.0018742977732380804 0.001015102942540369 0.001301683242560892 0.00114327402507935
leaf_count=421 225 503 240 104 368 82 169 1009
internal_value=0 3.16105e-05 -1.55252e-05 0.000114471 -0.000152545 -0.000349211 0.000280248 0.000494351
internal_weight=0 0.0100939 0.00896243 0.00459908 0.00436335 0.0028894 0.00349914 0.00219746
internal_count=3121 2700 2475 1785 690 450 1282 1113
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=7
num_cat=0
split_feature=42 43 0 150 4 16
split_gain=2.27875e-05 4.52102e-05 7.86647e-05 3.86101e-05 3.35802e-05 3.71308e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.081835000000000019 0.24564500000000003 -0.008904999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.011555903107040964 -0.0042505206459702329 -0.024352288121924678 0.034343733695058616 0.010181582708877753 0.006141571714017198 -0.0023927869791923653
leaf_weight=0.0014607414263869021 0.0010808302891306659 0.0014963099727362361 0.001032752889752708 0.0017544468521611322 0.0012942410217603728 0.001586307073533287
leaf_count=862 749 614 154 182 185 375
internal_value=0 0.00199541 0.0146077 -0.00235228 -0.00737643 -0.013052
internal_weight=0 0.00824489 0.00211358 0.0061313 0.00437686 0.00308262
internal_count=3121 2259 903 1356 1174 989
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 16
split_gain=5.01041e-05 4.64173e-05 4.46129e-05 6.01656e-05 6.48672e-05 6.56584e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 0.0057500000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00043057778709001553 -0.00040093140756028412 -0.00026862376052660025 -0.00023423109440044498 0.00047065881281224995 -0.00030916252611130934 0.00024592218951235262
leaf_weight=0.0010818134001622419 0.0010619876945936321 0.0018719666284789114 0.0018321724650658374 0.0018769201608833937 0.0013986959219670814 0.0019777082874197476
leaf_count=218 597 334 491 228 979 274
internal_value=0 4.69282e-05 5.93977e-07 7.17205e-05 0.000178425 1.5975e-05
internal_weight=0 0.0100393 0.00895746 0.0070855 0.00525332 0.0033764
internal_count=3121 2524 2306 1972 1481 1253
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=9
num_cat=0
split_feature=147 151 4 52 2 3 43 13
split_gain=4.54178e-05 5.553e-05 0.000123144 8.40316e-05 9.64996e-05 0.000136585 0.000131819 7.15698e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 0.10855000000000002 -0.116045 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=-0.00034804480556858438 0.00036654545335382477 -0.00073625027110976466 0.00062150083044163786 -0.00056296946497620475 0.0004800483428769972 0.00047457896122509601 -0.00063363353208593964 7.9956090683661797e-05
leaf_weight=0.0019346327724043795 0.001124522324121969 0.001055072428542198 0.0011341306818695761 0.0011361476528904974 0.0013538508606801801 0.0016688395793862019 0.0010281638817687133 0.0011389889511447878
leaf_count=462 124 158 237 396 281 473 800 190
internal_value=0 -4.8172e-05 1.99584e-05 -7.24711e-05 1.67661e-05 -0.000111471 6.03719e-05 -0.000258593
internal_weight=0 0.0104498 0.00851519 0.00738106 0.00624492 0.00489106 0.00383599 0.00216715
internal_count=3121 2997 2535 2298 1902 1621 1463 990
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=7
num_cat=0
split_feature=48 2 16 0 12 0
split_gain=2.24176e-05 4.11345e-05 6.22104e-05 5.72507e-05 7.45962e-05 7.47881e-05
threshold=-0.032929999999999994 0.10912000000000001 -0.074319999999999983 -0.014954999999999998 0.090455000000000021 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.013707813741786479 0.0067175276651888762 -0.0078789764595299863 0.023287006030513969 -0.020658454308216861 0.018369444724351567 -0.026360818208570981
leaf_weight=0.0010571055076778356 0.001394574640474999 0.0011910871520952704 0.001385472965835357 0.0018883411344036505 0.0014810145616803378 0.0013405320504098046
leaf_count=180 205 242 331 229 746 1188
internal_value=0 -0.00171584 0.00887966 -0.00618797 0.000293157 -0.00949485
internal_weight=0 0.00868102 0.00257656 0.00610446 0.00421612 0.00273511
internal_count=3121 2941 573 2368 2139 1393
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 0
split_gain=1.8848e-05 4.7796e-05 5.23995e-05 6.03888e-05 4.41933e-05 6.58487e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019361523387890243 0.012787857353789473 -0.018422998887029987 0.022139318171505315 -0.0096066379306713068 -0.015002412173505411 0.018933034890994328
leaf_weight=0.0012840442374951275 0.001024775187642245 0.0011164983229637803 0.0015608098384097642 0.0014852885257476466 0.0014610665442884663 0.0017740705492306468
leaf_count=659 341 713 467 114 314 513
internal_value=0 -0.00155206 0.00153917 0.00508748 -0.000550716 0.00592752
internal_weight=0 0.00868178 0.00739773 0.00628124 0.00472043 0.00325936
internal_count=3121 2780 2121 1408 941 627
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=8
num_cat=0
split_feature=48 12 0 13 43 4 1
split_gain=1.6794e-05 4.67733e-05 7.94816e-05 5.27165e-05 4.98144e-05 3.80589e-05 6.4705e-05
threshold=-0.032929999999999994 0.051320000000000005 -0.053834999999999994 -0.084319999999999992 -0.05647499999999999 0.053925000000000008 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.011914070063150066 0.024372373123168894 -0.01296601540692679 -0.024284356275835195 0.017923605591857631 -0.0086418598648416479 -0.014197121550484219 0.025770038344301791
leaf_weight=0.0010489244234134507 0.0010711504515383925 0.0010291865525042794 0.0018891311362121323 0.0011928057789561898 0.0011551368169894966 0.0012558253545976767 0.0010368926571203418
leaf_count=180 257 624 268 1328 145 200 119
internal_value=0 -0.00148617 -0.00920464 0.00361609 0.00553564 -0.000316392 0.00763595
internal_weight=0 0.00863013 0.00411112 0.00222199 0.00451901 0.00344785 0.00219203
internal_count=3121 2941 2220 1952 721 464 264
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=7
num_cat=0
split_feature=0 1 47 15 0 13
split_gain=1.84647e-05 7.33241e-05 7.89959e-05 4.98563e-05 4.27694e-05 3.40408e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 -0.03241999999999999 -0.14920999999999998 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.027421991848160077 0.022927525868711184 -0.00029261735170164996 -0.019733897253702348 -0.011199859690035705 0.022455367921398843 0.010905636141593516
leaf_weight=0.0010593598024899991 0.0011332106223556869 0.0018715279520583588 0.0012463583531218581 0.001649277750875598 0.0014801964726469477 0.0012060324490443808
leaf_count=1567 234 158 204 209 619 130
internal_value=0 -0.00370389 0.00176056 0.00518051 0.0097534 -0.00186289
internal_weight=0 0.00565744 0.00459808 0.00398852 0.00335172 0.00285531
internal_count=3121 2548 981 573 777 339
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=9
num_cat=0
split_feature=50 15 15 51 16 4 2 12
split_gain=4.54195e-05 7.43238e-05 5.61545e-05 5.81368e-05 4.85779e-05 9.68695e-05 8.42694e-05 0.000106296
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 -0.013324999999999998 0.181285 0.097220000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.0005256866082109068 -0.00038502074300595962 -0.0003207232543995654 -0.00063285641404118523 0.0004930768631757408 0.00033212358396226264 0.00019819877343142146 0.00047167700993547409 -0.00052640735683913181
leaf_weight=0.0010786325615250074 0.0010723612795623056 0.0018750151913264354 0.0011607154129631243 0.0010238933327216286 0.001045351094539236 0.0010071466591229528 0.0015547877636048176 0.0011806875561047832
leaf_count=218 597 334 740 212 118 119 325 458
internal_value=0 3.97522e-05 -1.94893e-05 6.15164e-05 -1.27642e-05 -0.000246764 0.000121408 -0.00012324
internal_weight=0 0.00992623 0.0088476 0.00697258 0.00594869 0.00216786 0.00378083 0.00222604
internal_count=3121 2524 2306 1972 1760 859 901 576
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=8
num_cat=0
split_feature=13 3 39 52 4 12 52
split_gain=1.87373e-05 4.18988e-05 5.09738e-05 7.90519e-05 6.29744e-05 9.36949e-05 8.75379e-05
threshold=-0.23438999999999996 0.11296500000000002 0.085220000000000004 0.091820000000000013 0.0061450000000000003 0.092355000000000007 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0111362651723669 -0.02811736367962275 -0.018362521293910968 0.021357402418522423 -0.027897320729073125 0.033312145722367556 -0.004387968154079009 0.01063869390843066
leaf_weight=0.0013004121536386313 0.0011907077598764249 0.0012869382044173872 0.0010703255723653778 0.0010064796822244785 0.0012476385068172996 0.0013977627999690041 0.0011415155829451883
leaf_count=169 552 100 296 602 199 228 975
internal_value=0 -0.00176917 0.00125795 -0.00233706 0.00283124 0.0133924 -0.00914806
internal_weight=0 0.00834137 0.00705443 0.0059841 0.00497762 0.0026454 0.00233222
internal_count=3121 2952 2852 2556 1954 427 1527
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=7
num_cat=0
split_feature=484 160 12 13 4 16
split_gain=2.0852e-05 3.87313e-05 5.39866e-05 5.32282e-05 9.68215e-05 5.80166e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.018301385738816536 0.013089589568199667 -0.019671759256770813 0.018514868445336539 -0.02060488414708524 -0.0027856140833536387 0.026823684562318928
leaf_weight=0.0012041434749013478 0.0010763445420108623 0.0010727908155360299 0.0019111033488263983 0.0016476368005259047 0.0015111011544894533 0.0011773454324909408
leaf_count=632 368 301 442 1062 166 150
internal_value=0 -0.00168174 0.00105221 0.00461101 -0.00151703 0.0101811
internal_weight=0 0.00852412 0.00731998 0.00624719 0.00433608 0.00268845
internal_count=3121 2753 2121 1820 1378 316
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=8
num_cat=0
split_feature=52 16 52 3 151 3 15
split_gain=1.77774e-05 5.93726e-05 6.49042e-05 5.79234e-05 0.000104003 7.33321e-05 5.64715e-05
threshold=0.10744000000000002 0.26676500000000009 -0.081429999999999989 -0.13309499999999996 -0.0083949999999999979 -0.075634999999999994 -0.092489999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.020892019002303842 0.0095990514938678381 -0.02448098218773985 -0.020710731140480994 -0.025039582296960031 0.033829155156732647 -0.015015498036188363 0.017710975960484175
leaf_weight=0.0013659747886567881 0.0015993154505526833 0.0010201847861448232 0.0014391616111497059 0.0010262300232599213 0.0010093019946050864 0.0010737487485684772 0.0010359950748394132
leaf_count=455 553 361 144 262 922 236 188
internal_value=0 -0.00195345 0.00135315 -0.00342613 0.00257476 0.0116604 0.00105492
internal_weight=0 0.0079706 0.00695041 0.00558444 0.00414528 0.00311905 0.00210974
internal_count=3121 2568 2207 1752 1608 1346 424
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=9
num_cat=0
split_feature=50 15 3 47 43 3 4 2
split_gain=4.35762e-05 5.64013e-05 4.53238e-05 7.38029e-05 9.58562e-05 7.04559e-05 9.50591e-05 7.03592e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.15447499999999995 0.077555000000000013 -0.074359999999999996 0.090900000000000009 -0.076779999999999987 0.10559
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=0.00045642726758638331 -0.00038172467483552769 0.00036082867486873202 0.00025228402245949984 6.2439723817494632e-05 -0.00074446726663810782 0.00069390698255989412 -0.00040856112060485981 -2.4459646539427349e-06
leaf_weight=0.0010996597603297733 0.00105412860596931 0.0010904921448948732 0.0014737149467863625 0.0010709352282778787 0.0012005462556351001 0.0010520301787000086 0.0019365469505613097 0.001187597302328567
leaf_count=218 597 161 624 159 157 84 1015 106
internal_value=0 3.72051e-05 -1.39499e-05 -6.55436e-05 -0.000364035 5.44618e-05 -0.000122983 0.000324655
internal_weight=0 0.0101115 0.00901186 0.00792137 0.00227148 0.00564989 0.00341026 0.00223963
internal_count=3121 2524 2306 2145 316 1829 1639 190
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 2 1 16
split_gain=5.8476e-05 9.9197e-05 9.44831e-05 9.4678e-05 9.75327e-05 0.000187863 0.000137928 8.79451e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.24564500000000003 0.10097500000000002 0.080270000000000022 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -6
right_child=-2 2 -4 4 7 -7 -8 -9
leaf_value=-0.00048291657177754432 0.00044011014636474423 0.00047472810023793904 0.0005835829140948221 0.00041093017923153239 -0.00016137752843208597 -0.00096037438277151615 -0.00042682836921410111 0.00062487406226789438
leaf_weight=0.0016859967986315458 0.0010395953985568055 0.001165274389434561 0.0010659389504805335 0.0013837193650075527 0.0011812224893207324 0.0012074707363399638 0.0016644095014365732 0.0010186017234738044
leaf_count=736 344 158 166 724 88 292 425 188
internal_value=0 -4.76733e-05 3.68034e-05 -3.96769e-05 -0.000132533 -0.000305816 -4.6522e-05 0.000202687
internal_weight=0 0.0103726 0.00868664 0.0076207 0.00645542 0.0042556 0.00304813 0.00219982
internal_count=3121 2777 2041 1875 1717 1441 1149 276
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 2 4 4
split_gain=7.0589e-05 0.000107525 7.83544e-05 8.58443e-05 7.65648e-05 0.000279688 0.000109602 8.3643e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.27834500000000006 0.10097500000000002 -0.043364999999999994 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00049636896889460557 0.00046442995107945004 0.00043409560613680184 0.00052502124190846936 0.00048469721533170009 0.00024714861392452313 -0.00097443393133421258 -0.00061761659307252455 0.00013106284544007622
leaf_weight=0.0017742134875260501 0.0011092712340454334 0.0012595045963639277 0.0010881026538819916 0.001369905212590259 0.001625393300149526 0.0014383857234540132 0.0010680360663026731 0.0012395831016182614
leaf_count=736 344 158 166 803 216 323 284 91
internal_value=0 -5.48392e-05 3.13503e-05 -3.57885e-05 -0.000123579 -0.000241364 4.53609e-05 -0.000215449
internal_weight=0 0.0108631 0.00908891 0.00800081 0.0067413 0.00511591 0.00367752 0.00230762
internal_count=3121 2777 2041 1875 1717 1501 1178 375
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=8
num_cat=0
split_feature=4 0 3 3 49 2 3
split_gain=2.10565e-05 3.99594e-05 8.84391e-05 7.28612e-05 6.95923e-05 5.14282e-05 3.47833e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.076840000000000006 -0.0020949999999999996 0.093175000000000022 -0.13309499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -2
right_child=6 3 -4 -5 -6 -7 -8
leaf_value=-0.039767053056361877 -0.0039781840728384489 0.032045837357432619 0.0099448437015815377 -0.015383329003484825 -0.0068657432568305704 0.0016182758638226061 0.022106485634937351
leaf_weight=0.0010640477848825667 0.0010293415522645843 0.0010632683047581771 0.001576335747855373 0.00109225581106355 0.0016242326228190569 0.0011631250306492714 0.0010155920948401696
leaf_count=404 83 124 150 106 1744 241 269
internal_value=0 -0.00245754 -0.0088611 0.00577134 -0.0198884 0.0161497 0.00897646
internal_weight=0 0.00758327 0.00426462 0.00331865 0.00268828 0.00222639 0.00204493
internal_count=3121 2769 2298 471 2148 365 352
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=6
num_cat=0
split_feature=51 52 43 16 0
split_gain=1.76997e-05 3.98239e-05 5.76333e-05 6.964e-05 5.8831e-05
threshold=-0.076794999999999988 -0.046924999999999988 -0.15582499999999996 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093560674931024192 0.015142319558547552 0.019192518970257155 -0.010583736007855175 -0.024809801903696582 0.015033478263180104
leaf_weight=0.0016780964141654949 0.0017751353657338466 0.0010727380548073455 0.0019634430367026609 0.0014531323387745577 0.001649729453476227
leaf_count=537 602 161 310 438 1073
internal_value=0 0.00195054 -0.00186393 -0.00632242 0.00111276
internal_weight=0 0.00791418 0.00613904 0.0050663 0.00361317
internal_count=3121 2584 1982 1821 1383
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=8
num_cat=0
split_feature=50 15 15 51 2 16 4
split_gain=4.37421e-05 5.03265e-05 5.07797e-05 5.50778e-05 6.33514e-05 0.000103846 7.24474e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.096540000000000015 -0.015314999999999997 -0.034939999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00043138309126747033 -0.00039645179162304774 -0.00030315926455471928 -0.00057005706937406639 0.00047925918257927668 -0.00028893232959024137 0.00049299945054970512 3.4187541561598887e-05
leaf_weight=0.0010749658340050089 0.0010159363906568413 0.0018887658047842528 0.0012477999709659933 0.0010241245791249541 0.0010380210524004933 0.0017604758704845877 0.0019630567040391988
leaf_count=218 597 334 762 212 200 341 457
internal_value=0 3.05822e-05 -1.77069e-05 5.89483e-05 -1.26818e-05 0.000202965 -0.000200633
internal_weight=0 0.00999721 0.00892224 0.00703348 0.00600935 0.0027985 0.00321086
internal_count=3121 2524 2306 1972 1760 541 1219
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=10
num_cat=0
split_feature=50 160 151 4 15 2 52 3 0
split_gain=6.15465e-05 8.56305e-05 8.18894e-05 6.55155e-05 8.10635e-05 8.46846e-05 0.000183234 0.000115261 5.85119e-05
threshold=0.083090000000000011 -0.085579999999999976 -0.083274999999999988 0.36766000000000004 -0.095869999999999983 0.10097500000000002 -0.088204999999999992 -0.011549999999999998 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -7
right_child=-2 2 3 -5 5 8 7 -9 -10
leaf_value=0.00056837723526567186 -0.00044509983973427931 -0.00048432669306443124 -0.00047979434775283718 0.0004322421883801761 -0.00040708151378885201 -0.00057117794383651466 0.00013944345367561915 0.00097225339324197974 6.5092478206253817e-05
leaf_weight=0.0010354951275314004 0.0011493861739274936 0.0012930389786264792 0.0012721267958322562 0.0014047418984581683 0.001137641452274565 0.001055374521965149 0.0013328731421434451 0.0012271864052316138 0.0011735934628736011
leaf_count=382 597 243 220 212 240 305 768 62 92
internal_value=0 3.18876e-05 -2.42462e-05 4.49e-05 -3.06843e-05 6.57147e-05 0.00024769 0.000538658 -0.00023617
internal_weight=0 0.0109321 0.00989658 0.00860354 0.0071988 0.00592667 0.0036977 0.00256006 0.00222897
internal_count=3121 2524 2142 1899 1687 1467 1070 830 397
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=7
num_cat=0
split_feature=2 13 13 16 151 15
split_gain=1.83533e-05 4.73174e-05 3.3157e-05 7.90037e-05 4.3151e-05 2.94654e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 0.013515000000000001 -0.0064299999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.015249871577297014 0.019693023946759217 0.0092047146485106576 0.0075485135326585394 0.023207890163215762 -0.018473910903635121 -0.012065220886953658
leaf_weight=0.0017346320371466883 0.0014321560425414243 0.0011480434806702561 0.0010609944242329795 0.0011591675805312342 0.0015954473548452077 0.0015052384755693991
leaf_count=1269 200 308 129 152 652 411
internal_value=0 0.00504471 -0.00378656 0.00142483 -0.00808044 -0.00286197
internal_weight=0 0.00408544 0.00555024 0.00381561 0.00265644 0.00265328
internal_count=3121 919 2202 933 781 719
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=7
num_cat=0
split_feature=4 4 2 13 2 15
split_gain=1.74937e-05 4.1147e-05 5.25086e-05 3.44842e-05 3.64856e-05 3.16524e-05
threshold=0.24564500000000003 0.055260000000000011 0.10855000000000002 -0.033284999999999988 0.086950000000000013 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.016728487826273123 0.016804028631735107 -0.018649956467646795 0.017414221168529927 0.014831547107233476 -0.0088839598804186567 -0.0047680554615493536
leaf_weight=0.0015141867183337721 0.00145667325460184 0.0013130446799271773 0.0014473834524392293 0.0012226817902707813 0.0013819292633303866 0.0012759880959000991
leaf_count=1156 266 279 311 478 471 160
internal_value=0 -0.00272646 0.00102984 -0.00472779 0.0022488 0.00673117
internal_weight=0 0.00687923 0.00556618 0.0041188 0.00260461 0.00273266
internal_count=3121 2695 2416 2105 949 426
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=11
num_cat=0
split_feature=484 1 12 43 16 16 151 4 1 4
split_gain=0.000187025 8.14854e-05 0.000140838 0.000129699 0.000113637 0.000103949 0.000100208 0.000123118 5.77532e-05 5.5688e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15891500000000003 -0.014034999999999997 -0.0083949999999999979 0.24564500000000003 0.082535000000000011 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -7 -8
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.00081974260318232563 0.00072853582170775684 0.00059304856238469154 -0.00065458914877582393 -0.00044945935001906151 -0.000549799301132725 0.00014589883984654126 0.00017765323587987154 0.00066220233988487738 0.00081028325408035427 -0.00040384706200673925
leaf_weight=0.0010039216519996752 0.0010777697220754013 0.0010149024736024878 0.0010949737057795389 0.0016323425712650918 0.0012108062239989262 0.0010055918454234007 0.001286423961800088 0.0011623883051701265 0.0010065430692056832 0.0012468785480232339
leaf_count=515 116 162 94 177 351 225 877 149 219 236
internal_value=0 6.20154e-05 1.1758e-05 8.75345e-05 6.74228e-06 9.85473e-05 -4.4847e-05 0.000133865 0.000478248 -0.000108558
internal_weight=0 0.0117386 0.0107237 0.00962874 0.00855097 0.00734017 0.00532803 0.00369569 0.00201213 0.0025333
internal_count=3121 2606 2444 2350 2234 1883 1439 1262 444 1113
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=8
num_cat=0
split_feature=150 150 0 2 15 15 4
split_gain=1.65001e-05 6.77196e-05 4.44257e-05 5.65684e-05 5.32516e-05 7.31033e-05 2.47788e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.10097500000000002 -0.0088349999999999974 -0.10653 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0043239971379273549 -0.012033075797939144 0.02390756579067814 0.0059139665305478397 -0.010164203068338106 0.0066020319056181945 -0.037943035137785741 0.028035498179427427
leaf_weight=0.0017024395350457567 0.0010249692254610506 0.0011561966221810558 0.0010155201842945044 0.0012417321236656972 0.0014483598614442837 0.0010430864449687439 0.0010098916225590444
leaf_count=384 124 296 117 281 1180 637 102
internal_value=0 0.00138816 -0.00210155 0.00664108 -0.00891228 -0.0170966 0.016944
internal_weight=0 0.00861723 0.00746103 0.00326714 0.00419389 0.00274553 0.00202541
internal_count=3121 2997 2701 500 2201 1021 219
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=7
num_cat=0
split_feature=51 2 16 52 0 12
split_gain=1.84134e-05 3.12372e-05 7.01826e-05 5.10161e-05 7.56346e-05 4.6755e-05
threshold=-0.076794999999999988 0.11018500000000002 -0.074319999999999983 0.084960000000000022 -0.10607499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0095411697078288341 0.01890392196447507 -0.003960833169780009 0.029357290464725141 -0.018140713008756339 0.0059088263342825095 -0.023784180547758785
leaf_weight=0.0016814238389483331 0.0017733849967449949 0.0013996640162951121 0.0011530422854536225 0.0014813434144728705 0.0010506088423487879 0.0010707739105721432
leaf_count=537 236 268 199 806 285 790
internal_value=0 0.00197987 0.0110888 -0.00234525 0.00366243 -0.0090788
internal_weight=0 0.00792882 0.00255271 0.00537611 0.00389477 0.00212138
internal_count=3121 2584 467 2117 1311 1075
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 4
split_gain=1.76343e-05 3.39254e-05 5.09778e-05 4.93772e-05 3.36389e-05 9.29586e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0167130261777758 0.01242826216412979 -0.018562758780555674 0.02019151584324436 0.010636194071334168 0.011578605260589092 -0.023914768832030312
leaf_weight=0.0012528881011716246 0.001015510412231641 0.0011175257596857148 0.0015358843021071461 0.0015730759839897397 0.0015454773056057412 0.0015420253094799727
leaf_count=659 341 713 467 577 180 184
internal_value=0 -0.00150851 0.00109602 0.00464147 -0.000483023 -0.00646709
internal_weight=0 0.00856688 0.00731399 0.00619646 0.00466058 0.0031151
internal_count=3121 2780 2121 1408 941 761
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=9
num_cat=0
split_feature=50 160 151 4 3 15 13 12
split_gain=5.87873e-05 0.000119692 6.40402e-05 7.81459e-05 0.000107752 6.72367e-05 8.17745e-05 9.53609e-05
threshold=0.083090000000000011 -0.085579999999999976 -0.083274999999999988 0.24564500000000003 -0.10519499999999998 -0.070929999999999979 -0.061684999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.0006782484435162412 -0.00043922147152910493 -0.00044756512539263939 -0.0004324144996829704 0.0007953368935986146 -8.2249276931935938e-05 0.00036568757684759352 0.00010583261674480341 -0.00065264914591108925
leaf_weight=0.0010204582240488274 0.001084939356173569 0.0012213961157326895 0.0015509164153879422 0.0010714416370609658 0.0010802118750333047 0.0017963495713825563 0.0017368586365428553 0.0010066613788459501
leaf_count=382 597 243 404 64 226 491 128 586
internal_value=0 4.02377e-05 -2.85572e-05 3.3533e-05 0.000354755 -7.99431e-05 4.04686e-05 -0.000172472
internal_weight=0 0.0104843 0.00946384 0.00824244 0.00215165 0.00609079 0.00453987 0.00274352
internal_count=3121 2524 2142 1899 290 1609 1205 714
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=8
num_cat=0
split_feature=11 13 160 51 1 2 3
split_gain=1.61356e-05 3.50367e-05 7.87465e-05 8.09609e-05 5.44055e-05 4.81195e-05 3.15995e-05
threshold=0.079915000000000014 -0.084034999999999985 -0.081069999999999989 -0.010009999999999998 0.083345000000000016 1.0000000180025095e-35 0.088060000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.0021269665333543491 -0.011908767535257939 0.022797787398537689 -0.032876962631816206 -0.01837160338496421 0.028590820781235565 0.014855395875406657 -0.005699621251737114
leaf_weight=0.0012661725528365897 0.0010224387197978564 0.0010264666737373907 0.0010132022826421254 0.0011939954568109079 0.0010586822995783374 0.0016181235924823648 0.0013906789994916
leaf_count=550 199 374 349 355 317 861 116
internal_value=0 0.00138218 -0.00252047 -0.00750289 0.0118612 -0.00138576 0.0053548
internal_weight=0 0.00856732 0.00624247 0.005216 0.00232485 0.0042028 0.0030088
internal_count=3121 2922 2055 1681 867 1332 977
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=7
num_cat=0
split_feature=15 42 3 15 47 15
split_gain=1.62977e-05 5.95279e-05 8.20162e-05 7.37031e-05 0.000102114 4.42031e-05
threshold=0.079055000000000014 0.075730000000000006 -0.10519499999999998 -0.016799999999999995 0.092710000000000015 -0.052074999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.027037877263142648 -0.010942720288587468 0.0011037523481907138 0.0037256627211934021 0.016384963060209059 -0.035197389637794632 -0.027800370207211701
leaf_weight=0.0014767276708387471 0.0011974373225624559 0.0010877841314348123 0.0019967882998796335 0.0017506246301756925 0.0010174612441852964 0.0010301601957333857
leaf_count=201 1143 597 513 180 148 339
internal_value=0 0.00153127 0.00644688 6.53322e-05 -0.00941283 -0.0129551
internal_weight=0 0.00835955 0.0062416 0.00476487 0.00301425 0.00211794
internal_count=3121 1978 1042 841 661 936
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=7
num_cat=0
split_feature=15 15 52 16 2 16
split_gain=1.67596e-05 4.42712e-05 7.65769e-05 4.70993e-05 7.2565e-05 2.58637e-05
threshold=-0.11713499999999999 -0.03241999999999999 -0.066844999999999988 -0.013324999999999998 0.097220000000000015 -0.43320999999999993
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1
right_child=1 3 -4 4 -6 -7
leaf_value=0.0030737362395415711 -0.0058700996508150357 -0.016990412234576785 0.027258948644201492 -0.011361570736865757 0.02000205893055277 -0.019433581955351508
leaf_weight=0.0010322498296708293 0.0012878466470082437 0.0017146724171128776 0.0015226415468236997 0.0015213934440935447 0.0014320720252730518 0.0010102079871357784
leaf_count=169 436 1046 464 461 230 315
internal_value=0 0.0021624 0.0120783 -0.00380752 0.00384598 -0.00805848
internal_weight=0 0.00747863 0.00281049 0.00466814 0.00295347 0.00204246
internal_count=3121 2637 900 1737 691 484
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=8
num_cat=0
split_feature=1 0 15 3 2 4 0
split_gain=1.67097e-05 5.83773e-05 3.61714e-05 5.82786e-05 7.72913e-05 6.76276e-05 5.08167e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35 0.0052350000000000009 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.023358023531315584 -0.017921274597882845 0.0063954362437002718 -0.014657992602809014 -0.01129699286606068 0.0073261207670130323 0.042794736601579765 0.012932900273206777
leaf_weight=0.0011795424203023958 0.0010249664641621427 0.0014954954804834511 0.0010307117344191315 0.0014992239567581138 0.0010791062258861063 0.0010712057409768786 0.0011139363749286054
leaf_count=1565 290 71 433 208 241 210 103
internal_value=0 -0.00672418 0.00260157 0.00567487 0.0116071 0.0249953 -0.00185248
internal_weight=0 0.00267504 0.00681915 0.00578844 0.00428921 0.00215031 0.0021389
internal_count=3121 1636 1485 1052 844 451 393
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 12
split_gain=2.00108e-05 3.95229e-05 4.96951e-05 6.04628e-05 4.97324e-05 4.48328e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.026429202582249917 -0.013275635686852309 -0.017482284695102917 0.0068948257861589542 0.021447717058863572 -0.020964873353534644 0.0010446230252118631
leaf_weight=0.0011435031986377488 0.001016522328336089 0.0017237272168260124 0.0014249114928114562 0.0012096280357974977 0.0011643056107560139 0.0017768830404314806
leaf_count=282 199 827 203 276 244 1090
internal_value=0 0.00157553 -0.00339985 0.00299006 -0.00563298 0.0109842
internal_weight=0 0.00844296 0.00552257 0.00379885 0.00258922 0.00292039
internal_count=3121 2922 1550 723 447 1372
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=9
num_cat=0
split_feature=50 15 15 43 16 15 150 1
split_gain=4.53391e-05 5.10614e-05 5.30113e-05 5.3349e-05 9.61807e-05 9.39295e-05 6.79026e-05 6.7325e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.11033999999999998 -0.20207499999999998 0.22339500000000004 -0.0088349999999999974 0.084335000000000007 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=0.00044166283986072703 -0.00039666029416777013 -0.00041839132918208014 0.00038790283354758602 -0.0005802307961937052 -0.00052851722105716882 4.7642172714003034e-05 9.4296786618992294e-05 0.00064825620173209484
leaf_weight=0.0010619146702424984 0.0010311661896829005 0.0010896468416819885 0.0014145903682013985 0.001048642786612704 0.001218999937411305 0.0015909482043977455 0.0012670918934104968 0.0013070214174619331
leaf_count=218 597 231 143 299 375 771 259 228
internal_value=0 3.5172e-05 -1.31285e-05 4.31448e-05 -3.26696e-05 8.3263e-05 -0.000211152 0.000318527
internal_weight=0 0.00999886 0.00893694 0.00784729 0.0064327 0.0052137 0.00231573 0.00289797
internal_count=3121 2524 2306 2075 1932 1557 558 999
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=9
num_cat=0
split_feature=4 0 1 47 48 160 16 16
split_gain=6.21279e-05 5.01365e-05 8.82338e-05 5.9566e-05 7.30118e-05 9.30673e-05 4.4984e-05 0.000146402
threshold=-0.49405499999999997 -0.060129999999999996 0.08592000000000001 0.092530000000000015 0.087215000000000015 -1.0000000180025095e-35 -0.008069999999999999 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3 -8
right_child=1 6 3 -5 -6 -7 7 -9
leaf_value=-0.00044998184567647201 -0.00053407088176518278 -5.7150597633385197e-05 -7.2181984705586282e-05 -0.00028892969775483243 -0.00021394984330848341 0.0006688404169156065 0.00091670884356531571 -8.6376883439163486e-05
leaf_weight=0.0010953460686424837 0.0012269848981614432 0.0013274128183337732 0.0011237035874969519 0.001467165036698935 0.0012665061423689549 0.0015510532876185684 0.0010825539159118542 0.0011575956693771058
leaf_count=156 1567 179 215 204 132 430 101 137
internal_value=0 4.14249e-05 -5.93599e-05 4.83356e-05 0.000173885 0.000357526 0.000228878 0.000398365
internal_weight=0 0.010203 0.00663541 0.00540843 0.00394126 0.00267476 0.00356756 0.00224015
internal_count=3121 2965 2548 981 777 645 417 238
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=8
num_cat=0
split_feature=48 12 13 52 0 2 15
split_gain=1.8872e-05 4.73006e-05 5.69736e-05 5.95125e-05 4.20232e-05 3.45558e-05 4.43888e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.084034999999999985 0.091275000000000009 -0.05208999999999999 0.084245000000000014 -0.091604999999999978
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.01284009765036654 0.018218535557092543 0.00025988429830401549 0.0039124661015483278 0.015575263622262407 -0.028018634173702713 -0.0027266219495734319 -0.031073087750187828
leaf_weight=0.0010174915147840849 0.0017288253360805391 0.0010026393874791092 0.0011762912909688847 0.0012525428482187172 0.0011042771937069019 0.0010744220997187331 0.0011370655044179406
leaf_count=180 800 493 421 320 162 216 529
internal_value=0 -0.00157312 0.00272342 -0.00304953 -0.0145615 -0.00993556 -0.0173013
internal_weight=0 0.00847606 0.00636915 0.00464032 0.00210692 0.00338778 0.00221149
internal_count=3121 2941 2286 1486 655 1166 745
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=8
num_cat=0
split_feature=50 15 15 13 16 16 2
split_gain=5.19444e-05 5.61384e-05 5.00479e-05 4.04491e-05 7.09248e-05 0.000101733 0.000100576
threshold=0.083090000000000011 -0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 -0.013324999999999998 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00047529764571223646 -0.00041835623553445884 -0.0004103318655264031 0.00018032517181731152 0.0003269958021973267 -0.00046312624969505978 0.00045852148871368723 -0.00052930097437366088
leaf_weight=0.001052930891726137 0.0010150950300465448 0.001028013431321249 0.0017418320131035708 0.0016060681183042505 0.0011417305866644649 0.0017479689112568034 0.0013733088555143479
leaf_count=218 597 231 691 141 375 528 340
internal_value=0 4.78469e-05 -4.25178e-06 5.05979e-05 -2.33281e-05 7.99249e-05 -0.000132513
internal_weight=0 0.00969185 0.00863892 0.00761091 0.00600484 0.00486311 0.00311514
internal_count=3121 2524 2306 2075 1934 1559 1031
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=7
num_cat=0
split_feature=484 160 16 0 12 3
split_gain=1.63896e-05 3.86298e-05 4.61707e-05 6.47254e-05 8.07506e-05 6.16121e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.084100000000000022 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.018190943553352535 0.011714508640482207 -0.0082236809366199853 -0.028601879059304267 0.036485492589071855 0.0020237644381641789 0.0021589236652121836
leaf_weight=0.001190222612808268 0.0010569474449668445 0.0016128621194208496 0.0010032561552557029 0.0012011901335828817 0.0015668886695779974 0.0018551999498674508
leaf_count=632 368 137 465 278 914 327
internal_value=0 -0.00149564 0.00124922 0.00770003 0.0169782 -0.00863745
internal_weight=0 0.00842962 0.0072394 0.00438094 0.00276808 0.00285846
internal_count=3121 2753 2121 1329 1192 792
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=9
num_cat=0
split_feature=4 0 1 47 48 160 16 16
split_gain=5.14938e-05 4.55029e-05 0.000105151 9.74037e-05 7.50649e-05 8.96682e-05 4.76702e-05 0.000143025
threshold=-0.49405499999999997 -0.060129999999999996 0.08592000000000001 0.092530000000000015 0.087215000000000015 -1.0000000180025095e-35 -0.008069999999999999 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -3 -8
right_child=1 6 3 -5 -6 -7 7 -9
leaf_value=-0.00040389060294262325 -0.00056349796244132395 -7.6647903429565302e-05 -1.1877668805520283e-05 -0.00036839663777021961 -0.00017270838227342921 0.00070145674966717777 0.00089640897297969151 -7.4442006041014046e-05
leaf_weight=0.0010979138956070935 0.0012615964271621575 0.0013414779002116476 0.0011694996392777525 0.0014711298483905261 0.0012784298192712491 0.0016104636553042589 0.0011118679147329559 0.0012274480423426245
leaf_count=156 1567 179 215 204 132 430 101 137
internal_value=0 4.24575e-05 -5.26986e-05 6.38436e-05 0.000220527 0.000401365 0.000218022 0.000387
internal_weight=0 0.0104719 0.00679112 0.00552952 0.00405839 0.00277996 0.00368079 0.00233932
internal_count=3121 2965 2548 981 777 645 417 238
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=7
num_cat=0
split_feature=1 42 3 2 3 2
split_gain=1.62972e-05 4.51919e-05 7.52496e-05 3.35978e-05 7.74949e-05 2.9399e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.10613000000000002 0.090900000000000009 0.086590000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.025870510651224227 0.0088834412208244132 -0.025994028683353095 -0.0098188145996484996 -0.014384155434517777 0.02450133211705971 -0.0032408404260035753
leaf_weight=0.001136969071084527 0.0016896753204004959 0.0010578007549465268 0.0016660625224074865 0.0016290134939334587 0.0010872905355807511 0.0012260739905820028
leaf_count=200 279 651 826 252 121 792
internal_value=0 -0.00194878 0.0029466 -0.00300082 0.0037341 -0.0137792
internal_weight=0 0.00780321 0.00551934 0.00438237 0.00275335 0.00228387
internal_count=3121 2842 1399 1199 947 1443
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=9
num_cat=0
split_feature=15 151 160 13 2 47 0 0
split_gain=6.59115e-05 6.3198e-05 8.39667e-05 9.86472e-05 8.17371e-05 6.45008e-05 8.26282e-05 9.03645e-05
threshold=-0.24436499999999997 -0.08718999999999999 -0.082299999999999984 -0.084034999999999985 0.10327000000000001 0.092165000000000011 -0.11242999999999999 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 -8
right_child=1 2 3 5 -6 -7 7 -9
leaf_value=0.0003730100146448737 0.00039993075650985563 -0.00063097139626545245 0.00055475394184602864 1.8215886199040794e-05 -0.00014629627695438629 0.00015515187735706153 -0.00096467953925756143 -0.00021467853340605229
leaf_weight=0.0015468945881648112 0.0010331621232560961 0.0010595348427299362 0.0015641852385837015 0.0017100157499559425 0.0010815161640459533 0.0015338904186901247 0.0010920241249555032 0.0014217835410653367
leaf_count=253 245 484 430 163 126 153 1098 169
internal_value=0 -6.05339e-05 -0.000110807 -4.52231e-05 0.000268177 -0.000189232 -0.000314296 -0.000540487
internal_weight=0 0.0104961 0.00946295 0.00840342 0.0026457 0.00575771 0.00422382 0.00251381
internal_count=3121 2868 2623 2139 556 1583 1430 1267
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=8
num_cat=0
split_feature=1 0 4 15 3 150 47
split_gain=1.73694e-05 4.9724e-05 3.18454e-05 5.93013e-05 4.48559e-05 8.64821e-05 6.40981e-05
threshold=0.077565000000000009 0.062580000000000011 -0.036839999999999991 -0.018314999999999994 0.097915000000000016 0.087170000000000011 0.090280000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.022228998416701506 -0.011732295532597865 0.0052216857418181601 0.037224295304253585 0.027760449917460395 -0.013947071485631497 -0.016498878129747905 0.002685684734239567
leaf_weight=0.0011773136438431257 0.0012552054519501879 0.0015013773124517762 0.001013831857384822 0.0010148487981188692 0.0013897792527276555 0.0010132571591033148 0.0011432203888160602
leaf_count=1565 597 71 273 145 184 123 163
internal_value=0 -0.00684319 0.00265804 0.00589804 0.00103256 0.00759923 0.0189191
internal_weight=0 0.00267869 0.00683014 0.00557494 0.00456009 0.00317031 0.00215705
internal_count=3121 1636 1485 888 743 559 436
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 2 16
split_gain=3.9881e-05 4.65169e-05 8.37007e-05 4.7407e-05 9.41588e-05 7.79829e-05 9.09799e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.11756999999999999 0.10774000000000002 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00031727492196644469 -0.00036608174484591247 -0.00051569789431281062 0.00014564722538581664 -0.00017941641627188884 0.00052546801083482573 0.00035292618052681712 -0.00060539294376880622
leaf_weight=0.0018564640663844764 0.00103797909595624 0.0011530306897434396 0.0010884850545894904 0.0012304068794089986 0.001786448783345277 0.0010523553358165322 0.0014411881213248661
leaf_count=625 597 274 574 128 224 205 494
internal_value=0 3.84887e-05 -2.82763e-05 5.68914e-05 0.000237985 -9.56292e-05 -0.00028223
internal_weight=0 0.00960838 0.00775191 0.00659888 0.00301686 0.00358203 0.00252967
internal_count=3121 2524 1899 1625 352 1273 1068
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 0
split_gain=2.11362e-05 3.54067e-05 4.79552e-05 4.74097e-05 4.42484e-05 4.16727e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.021435065342092347 -0.013637234940760655 -0.016877537636518065 0.0073886877178308847 0.01954647129176398 -0.018831422344728854 -0.0024761408180163681
leaf_weight=0.001593239619186559 0.0010170313195457968 0.0017327271068417367 0.0014291446790094247 0.0012093198108005586 0.0011709678867142745 0.0013434723907748696
leaf_count=1173 199 827 203 276 244 199
internal_value=0 0.00161895 -0.00308503 0.00318852 -0.00441961 0.0104963
internal_weight=0 0.00847887 0.00554216 0.00380943 0.00260011 0.00293671
internal_count=3121 2922 1550 723 447 1372
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=7
num_cat=0
split_feature=133 43 3 0 49 15
split_gain=1.87213e-05 4.64006e-05 6.5256e-05 6.05153e-05 6.79803e-05 0.000116324
threshold=0.088525000000000006 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.006494999999999999 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.025165063931036354 -0.012378426161796196 -0.018322495696867874 -0.01046252976801788 -0.018138833711322362 1.3772248577577646e-05 0.041131102851424933
leaf_weight=0.0012516664857985197 0.0010842861849166404 0.0010274275349297941 0.0016986553348853494 0.0014015553344807917 0.0019450446717199179 0.0010646768389935991
leaf_count=232 713 287 393 244 532 720
internal_value=0 0.00158499 0.0043634 0.000102016 0.00553182 0.0145589
internal_weight=0 0.00838903 0.0073616 0.00610993 0.00470838 0.00300972
internal_count=3121 2408 2121 1889 1645 1252
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=8
num_cat=0
split_feature=11 48 0 2 4 0 52
split_gain=2.15978e-05 3.09974e-05 9.80869e-05 5.64295e-05 5.4204e-05 5.86259e-05 7.03434e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 0.11237500000000002 0.25615500000000008 0.047850000000000011 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.012187670231636805 -0.013817098331454903 -0.0095278499611375841 0.031718441509419458 0.017857309882469682 -0.027260400719079876 -0.020595422606362997 0.019833567000511407
leaf_weight=0.0011855546718660659 0.0010112577964673944 0.0011294933379324414 0.0011777386020200918 0.0011527540236633809 0.0010192474315069509 0.001133386773059953 0.0016282351352018046
leaf_count=559 199 79 479 343 162 91 1209
internal_value=0 0.00164914 0.0115265 -0.00207512 -0.00670163 -0.0013929 0.00634182
internal_weight=0 0.00842641 0.00230723 0.00611918 0.00496642 0.00394718 0.00281379
internal_count=3121 2922 558 2364 2021 1859 1768
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=10
num_cat=0
split_feature=50 15 39 160 47 52 43 1 3
split_gain=6.62968e-05 7.73059e-05 6.9583e-05 6.94673e-05 9.94611e-05 0.000150199 0.000127931 0.000114467 4.52209e-05
threshold=0.083090000000000011 -0.24436499999999997 0.092870000000000022 0.092070000000000013 0.092530000000000015 -0.087769999999999987 -0.084154999999999994 0.094090000000000021 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.00052165832358501744 -0.00044627771398245109 -0.00044874995922105423 -0.00047109587715604494 -0.00044129954230421589 -0.00036039627236013078 -0.00016599680436694093 8.8437599322982715e-05 0.0010543977185150299 0.00059946958219779262
leaf_weight=0.0011543900301869197 0.0011862831461679066 0.0010874636274040639 0.0011360202149835368 0.0010001541065948688 0.0014215960332196942 0.0013528398553563793 0.0015040692488644423 0.0011455684201961084 0.0011944117293332113
leaf_count=218 597 391 103 222 212 309 874 160 35
internal_value=0 4.16191e-05 -1.4685e-05 4.487e-05 0.00010797 0.00021392 0.000352585 0.000535091 0.000314632
internal_weight=0 0.0109965 0.00984212 0.0087061 0.00770595 0.00628435 0.00519689 0.00384405 0.00269848
internal_count=3121 2524 2306 2203 1981 1769 1378 1069 909
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=7
num_cat=0
split_feature=4 12 52 2 0 15
split_gain=2.09884e-05 3.91077e-05 3.69642e-05 8.39939e-05 0.000123972 2.47285e-05
threshold=0.24564500000000003 0.09857500000000001 -0.088204999999999992 0.10097500000000002 -0.062294999999999996 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.014283603292465067 0.016436708755903456 -0.020891627985313473 -0.0010271142873082778 -0.015963626503223898 0.041318135100979668 -0.0027741707926348877
leaf_weight=0.001340798952318153 0.0014329612724987249 0.0010335018280734475 0.0019514741187347511 0.0013582388804138533 0.0010707090891238901 0.0012585221958558469
leaf_count=534 266 414 1439 220 88 160
internal_value=0 -0.00298903 0.000244958 0.00469199 0.0139751 0.00745381
internal_weight=0 0.00675472 0.00572122 0.00438042 0.00302218 0.00269148
internal_count=3121 2695 2281 1747 1527 426
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=7
num_cat=0
split_feature=48 3 12 3 1 4
split_gain=2.10353e-05 4.67721e-05 6.58758e-05 7.34944e-05 8.16838e-05 4.69232e-05
threshold=-0.032929999999999994 0.13524500000000003 0.092355000000000007 0.097915000000000016 0.094385000000000011 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.013553380672034735 0.0096370648484514088 0.014897416830604693 -0.0212604569121644 -0.020309261191482658 0.029587411417897044 -0.016874703239821546
leaf_weight=0.0010197357627263056 0.0015247574684649661 0.0014184413204328741 0.0018395409449193508 0.001249140662822279 0.0011757268603746814 0.0011875328057206907
leaf_count=180 732 171 875 93 330 740
internal_value=0 -0.00165642 -0.005022 0.000792756 0.0075724 -0.00197069
internal_weight=0 0.00839514 0.0069767 0.00513716 0.00388802 0.00271229
internal_count=3121 2941 2770 1895 1802 1472
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=10
num_cat=0
split_feature=1 4 133 48 2 150 3 13 2
split_gain=8.29276e-05 9.81299e-05 8.40774e-05 6.93587e-05 0.000133834 6.97585e-05 0.000114518 0.000160799 6.06157e-05
threshold=0.077565000000000009 -0.076779999999999987 1.0000000180025095e-35 0.11951500000000001 0.116525 0.087170000000000011 0.095270000000000007 -0.063184999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -9
right_child=3 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00035863721712468968 -0.00028543499400595902 -0.0007522326576176663 -0.00040628304408587548 -0.00037233910236099589 0.00081619538921366957 -0.00031216253957875212 -0.0003637637795783831 0.00034225202384285665 0.00093492352920482443
leaf_weight=0.001105562255408573 0.0011125417803998479 0.0010474887192095041 0.0011043071509368185 0.0010092824767327091 0.0010728411313167931 0.0014394503629286265 0.0011515463873395734 0.0015229852125284524 0.0011755883596000077
leaf_count=405 381 1009 222 98 230 145 128 304 199
internal_value=0 -0.000257915 -2.36057e-05 0.000110133 0.000175277 6.78742e-05 0.000178106 0.000341835 0.000600439
internal_weight=0 0.00325736 0.00220987 0.00848424 0.00747495 0.00640211 0.00496266 0.00381112 0.00269857
internal_count=3121 1636 627 1485 1387 1157 1012 884 503
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 160 52
split_gain=4.96224e-05 4.82502e-05 5.38526e-05 6.07578e-05 8.28383e-05 8.68544e-05 0.000114586
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.074254999999999988 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00043230680083479418 -0.00041526722365069256 -0.00030955979698373128 -0.00034038834968054397 0.00049380427718520006 0.00064949420314520164 -0.00037240733379479676 0.00043554775831026673
leaf_weight=0.0010429740134669059 0.0010478449806135175 0.0018618640935801484 0.0019606248521556544 0.0010780637635118004 0.0010069816474163854 0.0015630548474563168 0.0011876356159636857
leaf_count=218 597 334 907 206 181 611 67
internal_value=0 3.38837e-05 -1.41105e-05 6.68279e-05 -1.36695e-05 0.000156801 -2.35654e-05
internal_weight=0 0.0097012 0.00865822 0.00679636 0.0057183 0.00375767 0.00275069
internal_count=3121 2524 2306 1972 1766 859 678
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 4 3 1 0
split_gain=5.76335e-05 0.000111579 9.80725e-05 0.000123519 0.000102462 5.58047e-05 8.77972e-05 3.49363e-05 2.95113e-05
threshold=0.12230500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 -0.0016099999999999997 -0.084074999999999997 0.096255000000000021 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7 -8
right_child=-2 -3 -4 4 -6 7 8 -9 -10
leaf_value=-0.00032511071788092943 -0.00046381988470965593 0.00060865377811291776 -0.00058739316353503802 0.00084366074347977957 2.8293271737508209e-05 -9.755585169829129e-05 0.00049342371168709131 -0.00057692578395519508 4.0260986936613303e-05
leaf_weight=0.0015622794253580458 0.0010028805080867171 0.0011365861814609047 0.0011163471620423424 0.0011137082514964839 0.0012662167098735841 0.001093497617996278 0.0011822357067898573 0.0012557701843604885 0.0010372717243645148
leaf_count=757 108 245 312 251 70 429 749 109 91
internal_value=0 2.76384e-05 -4.09553e-05 3.07186e-05 0.000409852 -0.000116452 3.09882e-05 -0.000353797 0.000281641
internal_weight=0 0.0107639 0.00962733 0.00851098 0.00237992 0.00613105 0.00378179 0.00234927 0.00221951
internal_count=3121 3013 2768 2456 321 2135 1597 538 840
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=8
num_cat=0
split_feature=150 2 1 42 2 3 12
split_gain=2.23875e-05 8.0308e-05 4.52196e-05 6.78077e-05 3.38237e-05 4.40933e-05 2.58942e-05
threshold=0.081835000000000019 0.090675000000000019 0.12811000000000003 0.088915000000000008 0.096540000000000015 0.090900000000000009 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.001292457439391293 -0.011313694886953126 0.027464697677135108 0.014826449468427453 -0.029523096471569817 0.022599927370146891 -0.0039894143837970212 -0.022126116198317801
leaf_weight=0.0014589277417181394 0.0010207947291277805 0.0011199888154240375 0.0012323846529452929 0.0010332669940435616 0.0010311574986668626 0.0015782335952094773 0.0010093099329619136
leaf_count=326 207 213 218 729 374 114 940
internal_value=0 0.00897391 -0.00264775 -0.00617178 -0.00141993 0.00651794 -0.00981174
internal_weight=0 0.00214078 0.00734328 0.0061109 0.00507763 0.00260939 0.00246824
internal_count=3121 420 2701 2483 1754 488 1266
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=8
num_cat=0
split_feature=4 42 43 151 16 16 1
split_gain=2.09818e-05 3.98567e-05 7.13512e-05 6.32158e-05 4.89072e-05 3.66619e-05 2.44935e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 -0.074319999999999983 0.15891500000000003 0.11230000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -2
right_child=6 2 3 4 5 -7 -8
leaf_value=-0.020096865100123273 -0.0023793344413487461 0.022192021526168528 0.015519491365222852 -0.030680475696462081 0.0065479410854421619 -0.018732188631371702 0.016702602772654077
leaf_weight=0.0011341840852324937 0.0013069049468814593 0.0011902824563102135 0.0010911668882993132 0.0010026761695101799 0.0013383428902765809 0.001004023241928228 0.0013861262749547093
leaf_count=797 157 391 225 465 519 298 269
internal_value=0 -0.00299543 0.00045186 -0.00538126 -0.0121992 -0.00428804 0.0074423
internal_weight=0 0.00676068 0.00562649 0.00443621 0.00334504 0.00234237 0.00269303
internal_count=3121 2695 1898 1507 1282 817 426
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=7
num_cat=0
split_feature=151 4 16 2 4 3
split_gain=1.93692e-05 6.59765e-05 5.43224e-05 4.30535e-05 4.27301e-05 3.41726e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.08595499999999999 0.10774000000000002 -0.10429499999999998 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.011901976182814265 -0.018894092241316683 0.029629105895263848 -0.017941231451054512 0.018477929717355915 0.0058400301979669479 0.0047917477786514739
leaf_weight=0.001197780741093891 0.0016973252408553925 0.0010414004912489006 0.0012819714603849979 0.0011827885217480698 0.0018399667671303423 0.0011834523923029052
leaf_count=369 635 81 219 331 1187 299
internal_value=0 0.00170878 -0.00374349 0.00223029 -0.00392535 0.0164175
internal_weight=0 0.0082269 0.00600205 0.00430473 0.00312194 0.00222485
internal_count=3121 2752 2372 1737 1406 380
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=11
num_cat=0
split_feature=48 4 15 52 52 49 52 0 47 0
split_gain=8.85391e-05 0.000117849 5.7055e-05 6.80276e-05 0.000132515 0.00011709 6.9502e-05 0.000151077 0.000165341 1.94435e-05
threshold=0.11951500000000001 0.27834500000000006 0.084050000000000014 -0.12005499999999998 -0.081429999999999989 -0.006494999999999999 0.10744000000000002 0.12500000000000003 0.085770000000000027 -0.085384999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 -3
right_child=-2 9 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00045163726019703678 -0.00056249856984140728 0.00063314226701770347 -0.00048630284770128648 0.00066117381433330937 -0.00058645058318513817 0.00081846841985128886 0.00052859565275995251 -0.00066307436605291437 -0.00028916232964868588 0.00025877716845685954
leaf_weight=0.001109030833072633 0.0010273865156942173 0.0011063737005411888 0.0010646803986939903 0.0012050971425551955 0.001241379274638083 0.0010193750293241766 0.0010767327458938098 0.001030702772448322 0.0010537715068816666 0.0010299153670156468
leaf_count=429 114 158 1038 207 285 396 178 34 126 156
internal_value=0 3.9543e-05 -6.07364e-05 -2.16772e-06 7.30505e-05 -5.76671e-05 9.93495e-05 -4.9557e-05 0.000255464 0.000452659
internal_weight=0 0.0109371 0.00880077 0.00773609 0.00662706 0.00542196 0.00418058 0.00310385 0.00207315 0.00213629
internal_count=3121 3007 2693 1655 1226 1019 734 556 522 314
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=7
num_cat=0
split_feature=11 43 2 2 12 15
split_gain=2.24547e-05 3.11119e-05 4.13416e-05 5.29209e-05 3.84389e-05 2.47843e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.10097500000000002 0.051320000000000005 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.024258994842141904 -0.014146873901159441 -0.015611023416375051 0.019291734693710334 0.0060500815353682381 0.00077105879506582852 -0.014168385899035258
leaf_weight=0.0011477311232620008 0.0010064865562562581 0.001722519617910815 0.0013142803220364992 0.0010583370263055557 0.0017732525543179977 0.0014194537692542425
leaf_count=282 199 827 282 221 1090 220
internal_value=0 0.00165563 -0.00276428 0.00307125 0.0100001 -0.00553249
internal_weight=0 0.00843557 0.00551459 0.00379207 0.00292098 0.00247779
internal_count=3121 2922 1550 723 1372 441
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=9
num_cat=0
split_feature=50 15 15 43 16 48 43 43
split_gain=6.385e-05 5.00393e-05 7.16255e-05 5.50833e-05 6.59664e-05 8.95496e-05 0.000122193 6.07024e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.11033999999999998 -0.20207499999999998 0.22339500000000004 0.085875000000000021 -1.0000000180025095e-35 0.054355000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.00044805435673609453 -0.00046199472137855148 -0.00047631910103181855 0.00041319963650927606 -0.00032697348430113521 -0.00043001258822243475 -0.00036200405079510621 0.00067310736304713569 7.8079123146272716e-05
leaf_weight=0.0010625457291166809 0.0010522669996010222 0.0010765319393411547 0.0014153294526409576 0.0010881979796682128 0.0011935732040356363 0.001311076600494226 0.0017371516111942737 0.0010622141319223239
leaf_count=218 597 231 143 908 375 214 237 198
internal_value=0 4.59118e-05 -2.18495e-06 6.31904e-05 -1.43068e-05 8.11365e-05 0.000230585 0.000447325
internal_weight=0 0.00994662 0.00888407 0.00780754 0.00639221 0.00519864 0.00388756 0.00279937
internal_count=3121 2524 2306 2075 1932 1557 1343 435
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=9
num_cat=0
split_feature=50 15 15 51 42 2 2 12
split_gain=7.57293e-05 5.84597e-05 6.67896e-05 6.29028e-05 4.56176e-05 0.000108401 8.70313e-05 7.45296e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.091295000000000015 0.092120000000000021 0.10559 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00048728189238010541 -0.00049374356633573541 -0.00032654204300563305 -4.191602926576663e-06 0.00053142023595648753 0.0003675080917305625 0.00055423616452053971 -0.00015010029667862266 -0.0007297230089685382
leaf_weight=0.0010571776700727337 0.0010868015023614971 0.0019002705387415374 0.0010095446804681257 0.0010458378901005315 0.001119108397097026 0.0013100433077388948 0.0013902979888208596 0.0011813105859561548
leaf_count=218 597 334 115 212 390 215 262 778
internal_value=0 5.12118e-05 -2.60071e-07 8.761e-05 1.03837e-05 -7.13265e-05 0.000191601 -0.000395399
internal_weight=0 0.0100136 0.00895641 0.00705614 0.0060103 0.0048912 0.00270034 0.00219086
internal_count=3121 2524 2306 1972 1760 1370 477 893
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=8
num_cat=0
split_feature=50 15 15 43 16 16 150
split_gain=5.33541e-05 5.77124e-05 5.27835e-05 5.49706e-05 7.51888e-05 8.54006e-05 8.4603e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.11033999999999998 -0.20207499999999998 0.22339500000000004 -0.013324999999999998 0.082565000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00047593905028732128 -0.00042388070277109155 -0.00043103029664749725 0.00039543861258872884 -0.00038754419046017587 -0.00048037696913164985 0.00041597696439256649 0.00024641127758123635
leaf_weight=0.0010423244810546196 0.0010569561057074068 0.0010215087775702217 0.0013952899963512204 0.0018989290614149809 0.0011819302031822665 0.0017726572212017995 0.0014104956625509394
leaf_count=218 597 231 143 878 375 522 157
internal_value=0 3.9986e-05 -1.23599e-05 4.34775e-05 -3.49208e-05 6.86781e-05 -0.000117349
internal_weight=0 0.00972314 0.00868081 0.0076593 0.00626401 0.00508208 0.00330942
internal_count=3121 2524 2306 2075 1932 1557 1035
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=7
num_cat=0
split_feature=13 51 48 1 47 0
split_gain=1.9841e-05 4.86755e-05 4.23244e-05 8.1644e-05 7.66922e-05 5.98339e-05
threshold=-0.23438999999999996 0.08955500000000001 0.085875000000000021 1.0000000180025095e-35 0.092530000000000015 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.011562620450696628 -0.015082808676690724 -0.019670251033054208 -0.014850763860548094 0.034006909775692484 -0.011021145971043174 0.0063356316501203894
leaf_weight=0.0012772572391328849 0.0014658880710207434 0.0012900152789817676 0.001290812136659358 0.0015666909557917618 0.0010509773795852064 0.0015590391768093052
leaf_count=169 1252 363 358 196 115 668
internal_value=0 -0.00183395 0.00148464 0.00522156 0.0123477 0.0202051
internal_weight=0 0.00822342 0.00693341 0.0056426 0.00417671 0.00312573
internal_count=3121 2952 2589 2231 979 864
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=8
num_cat=0
split_feature=50 3 151 13 16 47 1
split_gain=4.14363e-05 4.55598e-05 4.82096e-05 6.60091e-05 7.69913e-05 0.000104505 6.68261e-05
threshold=0.083090000000000011 -0.15447499999999995 -0.0083949999999999979 0.0076650000000000008 0.15891500000000003 0.078875000000000015 0.10557500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00039543168834073615 -0.00036793136161066128 -0.00028254058222329764 0.00028321124955805912 -0.00025845407899016969 -0.0002592005192152182 -0.00022216311017780944 0.00090825632227616775
leaf_weight=0.0011961602229669252 0.0010800143086997409 0.0019726279279397296 0.0018691536104658419 0.0017946182516145768 0.0011854700709391808 0.0010389862018041207 0.0010146060541520628
leaf_count=180 597 436 1035 261 278 127 207
internal_value=0 3.62022e-05 -1.22118e-05 6.50403e-05 0.00017869 0.000311023 0.000503124
internal_weight=0 0.0100716 0.00887546 0.00690283 0.00510822 0.00392275 0.00288376
internal_count=3121 2524 2344 1908 1647 1369 1242
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=9
num_cat=0
split_feature=14 15 13 147 3 12 13 2
split_gain=7.79682e-05 0.000132363 6.32503e-05 7.10387e-05 0.000113016 8.72146e-05 7.62676e-05 5.36355e-05
threshold=-0.10708499999999999 -0.15026499999999995 -0.23438999999999996 1.0000000180025095e-35 0.097915000000000016 0.084100000000000022 -0.063184999999999977 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.00052126814709392046 0.00068680571238315862 0.00036863565149443438 0.00037383786198921044 0.00037069718875810785 -0.00070256312931234611 -0.00069067520761918711 -2.2370281714042665e-05 -0.00013847640028305627
leaf_weight=0.0010107152399492772 0.0011185010393128343 0.0013442980129651323 0.0019361227536352551 0.0011139790724732784 0.0012297191440307498 0.0011582957225810642 0.0015155267421416217 0.0013222181391902071
leaf_count=140 232 104 353 152 84 966 908 182
internal_value=0 4.83798e-05 -2.58477e-05 -8.9926e-05 -0.000161573 -4.9427e-05 -0.000311879 0.000165943
internal_weight=0 0.0107387 0.00962016 0.00827586 0.00716188 0.00593216 0.00267382 0.00325834
internal_count=3121 2981 2749 2645 2493 2409 1874 535
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 13 2
split_gain=5.17595e-05 7.56091e-05 9.58446e-05 7.32489e-05 8.71501e-05 9.77145e-05 0.000101502 9.62972e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12005499999999998 0.10981000000000002 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00040254067529776498 0.0004059913008878052 -0.00048798406175307456 0.0005652167447713364 -0.00052456567882079889 -0.00013056068078399745 0.00066024879223406773 -0.00051863845133868255 0.00058765962349131623
leaf_weight=0.0018866080985533362 0.0010653911222159298 0.0010302646824400978 0.001122165227738699 0.0010687329321027311 0.0016283973613947303 0.0010817194927081825 0.0010765592384913911 0.0012833836079941801
leaf_count=462 124 403 237 396 905 144 173 277
internal_value=0 -4.82516e-05 3.23644e-05 -5.10425e-05 3.19154e-05 0.000137562 -4.20149e-06 0.000185999
internal_weight=0 0.0101778 0.00829122 0.00716906 0.00610032 0.00507006 0.00398834 0.00291178
internal_count=3121 2997 2535 2298 1902 1499 1355 1182
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=7
num_cat=0
split_feature=15 15 52 3 4 16
split_gain=1.97221e-05 4.18421e-05 5.40499e-05 4.93987e-05 5.36664e-05 3.3547e-05
threshold=-0.11713499999999999 -0.03241999999999999 -0.066844999999999988 0.10542000000000001 -0.076779999999999987 -0.42170999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=0.0038190770304235566 -0.0032204000218826914 0.00020593241679817196 0.024548618895907801 0.012199606713504695 -0.025934560424537546 -0.021774987431871888
leaf_weight=0.0010445043770051059 0.0012834958991805572 0.0019754487974450417 0.0015442673859795402 0.0014093902779338374 0.0013036613354392747 0.0010047648364059358
leaf_count=178 436 982 464 95 660 306
internal_value=0 0.00233722 0.0119445 -0.0034572 -0.0101866 -0.00872979
internal_weight=0 0.00751626 0.00282776 0.0046885 0.00327911 0.00204927
internal_count=3121 2637 900 1737 1642 484
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=9
num_cat=0
split_feature=50 15 12 52 13 13 2 150
split_gain=5.61371e-05 4.07034e-05 4.57266e-05 4.93193e-05 5.67849e-05 9.97049e-05 0.000119475 7.62064e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.10160000000000001 0.11596500000000001 -0.084034999999999985 0.084245000000000014 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00040776109542001241 -0.00043298325227649127 -0.00033883320529228179 0.00042109364229194905 -0.00031148405451907415 0.00054949720641804534 0.00032643180317616237 -0.00080875944558313499 -6.8579778205233512e-05
leaf_weight=0.0010407391321986476 0.001064367057918794 0.0013187915124308882 0.0017710877885727884 0.0011705066505356097 0.0010229365924293611 0.0012595168481357652 0.0010583720405780241 0.0010809943301971769
leaf_count=218 597 224 465 352 110 280 771 104
internal_value=0 4.13318e-05 -2.59223e-06 5.76287e-05 0.000127394 4.3876e-05 -0.000152684 -0.000434756
internal_weight=0 0.00972294 0.00868221 0.00736341 0.00619291 0.00516997 0.00339888 0.00213937
internal_count=3121 2524 2306 2082 1730 1620 1155 875
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=7
num_cat=0
split_feature=52 13 51 151 13 2
split_gain=2.01031e-05 4.56733e-05 4.70716e-05 2.98944e-05 6.09515e-05 5.06353e-05
threshold=0.11434500000000002 -0.23438999999999996 0.086685000000000012 -0.0077149999999999988 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.020234252732579203 -0.011538310216004578 -0.010340708448242565 -0.020996314294506518 0.0031876586670026713 -0.0077114027609089288 0.030571565196362255
leaf_weight=0.0011549440401408045 0.0013110238846730038 0.0014576100025513513 0.0010280741000703048 0.001481877897921591 0.0018893983684762292 0.0012405082437385747
leaf_count=137 501 426 260 959 333 505
internal_value=0 0.00179209 -0.00120894 0.00214278 0.00608833 0.0156657
internal_weight=0 0.00825241 0.00709747 0.00606939 0.00461178 0.00272239
internal_count=3121 2620 2483 2223 1797 1464
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=8
num_cat=0
split_feature=49 15 51 52 42 2 3
split_gain=2.11514e-05 6.61127e-05 4.54344e-05 6.43404e-05 0.00012057 0.000195103 9.66137e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.10744000000000002 0.084050000000000014 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.02549009026946707 0.015818932990390482 -0.0088011244897731253 -0.0030765838256420221 0.014189450236942062 -0.040142871437552005 -0.035239254526980748 0.036470468741665686
leaf_weight=0.0011312724352078984 0.0011266624439271317 0.0011177565680916997 0.0015111675762961526 0.0012545719808597722 0.0011121573407726912 0.0012408054395700681 0.0010448812734986765
leaf_count=226 377 199 789 480 779 187 84
internal_value=0 0.00844752 -0.00264571 -0.00602093 -0.011186 -0.00270408 0.0130898
internal_weight=0 0.00224903 0.00729025 0.00616358 0.00490901 0.00379685 0.00255605
internal_count=3121 425 2696 2319 1839 1060 873
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=7
num_cat=0
split_feature=52 52 16 15 1 4
split_gain=2.06791e-05 4.22286e-05 4.79373e-05 5.39611e-05 5.12597e-05 0.000101384
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 0.11181500000000001 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.016959896760251208 -0.011689237238020254 0.020911614557415362 -0.01747323989529171 0.016936842275452314 -0.016868333140577427 0.026249973452820003
leaf_weight=0.0010034806597031651 0.001310891071481554 0.0010166125889459008 0.0013988335987528289 0.0019041239728303278 0.0016641211003224172 0.0011833258031917881
leaf_count=515 501 214 515 879 249 248
internal_value=0 0.00184066 -0.000869446 0.0031663 -0.00364266 0.00642185
internal_weight=0 0.0081705 0.00715389 0.00575505 0.00385093 0.00218681
internal_count=3121 2620 2406 1891 1012 763
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=9
num_cat=0
split_feature=1 474 52 160 15 47 2 16
split_gain=6.36514e-05 6.91193e-05 7.9566e-05 0.000115878 9.32654e-05 0.000158766 6.20939e-05 7.26558e-05
threshold=0.13686500000000004 0.084660000000000027 -0.081429999999999989 -1.0000000180025095e-35 -0.095869999999999983 0.092165000000000011 0.10097500000000002 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=0.00027885609635250086 0.00044533356658422302 0.00042511735986826244 -0.00075679037309923057 -0.00094931376318019452 0.00060073663439227769 7.8359331651242479e-05 -0.00020563483999546625 -5.410890166608864e-05
leaf_weight=0.0016786389710933937 0.0010687387503034397 0.0010329977824527136 0.0011839376309455783 0.0011003466701135719 0.0012880502174565768 0.0012174662658420083 0.0017788925791646709 0.001317918122262428
leaf_count=572 169 329 627 184 207 97 199 737
internal_value=0 -5.67318e-05 -0.000108769 -0.000191274 -9.13828e-05 -0.000409513 7.67791e-05 0.000269561
internal_weight=0 0.0105982 0.00956525 0.00788661 0.00670267 0.00231781 0.00438486 0.00260597
internal_count=3121 2952 2623 2051 1424 281 1143 944
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=7
num_cat=0
split_feature=1 3 150 0 2 3
split_gain=2.59603e-05 4.54466e-05 3.77001e-05 4.71632e-05 4.37254e-05 4.29227e-05
threshold=0.11588000000000001 0.10299500000000002 0.081835000000000019 -0.08824499999999999 0.10097500000000002 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.030361259736414254 0.020303853304610348 -0.007177858203557705 0.010132117688376576 0.011285538261376595 -0.013187404816342089 -0.0033938488097498298
leaf_weight=0.0012607283605064225 0.0014346985613955766 0.0010364637010014145 0.001639839809268448 0.00175871516077106 0.0012482163944639924 0.00110973817176796
leaf_count=616 260 155 334 1279 383 94
internal_value=0 0.00877738 -0.00314101 -0.00718866 0.0011265 -0.0177364
internal_weight=0 0.00247116 0.00701724 0.0053774 0.00300693 0.00237047
internal_count=3121 415 2706 2372 1662 710
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=9
num_cat=0
split_feature=474 160 42 43 1 0 12 3
split_gain=6.75351e-05 9.42102e-05 8.37233e-05 8.04558e-05 9.96915e-05 0.000182505 0.000111519 0.000107712
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 0.094825000000000007 -0.15931499999999996 0.092355000000000007 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 -4
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=-0.0004627553653894616 0.00046102502294654191 -0.00042710119700866832 0.0003922463468766033 -0.00029826972791302878 -0.00014030052440654013 0.0011864760502155853 0.00032289663523476868 -0.00043642312197751605
leaf_weight=0.0018076358692453954 0.0010758934973792147 0.0013308002726893295 0.0010164764690399185 0.0015269760447858566 0.0014429543676333506 0.0011356022600626505 0.0011644138105001284 0.0014827613232562447
leaf_count=736 344 708 150 115 105 285 146 532
internal_value=0 -5.38916e-05 2.73257e-05 0.000105165 0.000203854 0.000406336 0.000749277 -9.93912e-05
internal_weight=0 0.0109076 0.00909998 0.00776918 0.00624221 0.00374297 0.00230002 0.00249924
internal_count=3121 2777 2041 1333 1218 536 431 682
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=7
num_cat=0
split_feature=1 0 0 13 2 12
split_gain=2.11251e-05 5.59935e-05 6.55282e-05 4.83308e-05 3.71363e-05 2.42944e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.074479999999999977 -0.084034999999999985 0.10097500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2
right_child=5 2 4 -5 -6 -7
leaf_value=0.016459862019959966 0.016660498616810047 -0.0038738115295488015 0.012251757082699079 -0.031857038258015849 -0.010343008450913228 -0.0018524444736699348
leaf_weight=0.001198702446716382 0.0013852683727700391 0.0011161253728597953 0.0017069658530731284 0.0013807324324027245 0.001267596026534456 0.0014516918680512582
leaf_count=104 311 667 331 1197 356 155
internal_value=0 -0.00311488 -0.0074034 -0.0193482 0.0026231 0.0071873
internal_weight=0 0.00667012 0.00547142 0.00249686 0.00297456 0.00283696
internal_count=3121 2655 2551 1864 687 466
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=9
num_cat=0
split_feature=1 14 15 16 16 3 3 4
split_gain=6.901e-05 8.39571e-05 0.000100933 0.000118467 0.000115806 7.14005e-05 9.40072e-05 0.000216066
threshold=0.094825000000000007 -0.10708499999999999 -0.15026499999999995 -0.29154999999999992 -0.056919999999999991 -0.12018999999999998 0.090900000000000009 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 7 -7
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.00016909140175806446 -0.00039789930134024595 0.00076773130332494731 -0.00045749272303713856 0.00067173298693580475 -5.1408624732073941e-05 6.0833946075563517e-05 4.5883267716782927e-05 -0.0011484108770824658
leaf_weight=0.0016087681307260207 0.0010200289326936021 0.0010316719527748101 0.0011447820159845336 0.0015345685060896249 0.0019125578722730722 0.0010766700586238441 0.0015736435555278872 0.0012026567642538849
leaf_count=174 122 173 105 161 364 544 90 1388
internal_value=0 0.000119656 0.000213532 8.90194e-05 0.000270515 -0.000177858 -0.000322723 -0.000577208
internal_weight=0 0.00664361 0.00562358 0.00459191 0.00344713 0.00546174 0.00385297 0.00227933
internal_count=3121 925 803 630 525 2196 2022 1932
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=8
num_cat=0
split_feature=4 12 0 47 52 1 3
split_gain=6.43439e-05 8.41529e-05 6.70168e-05 8.38236e-05 8.94005e-05 5.94097e-05 5.75656e-05
threshold=0.24564500000000003 0.098810000000000023 0.051010000000000007 0.086380000000000012 -0.087284999999999988 0.11230000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -6
right_child=5 -3 -4 -5 6 -7 -8
leaf_value=-0.0004540364508865861 -4.1028087719901757e-05 -0.00057561433056191184 0.00035249555423387958 -0.00053677466163420961 -3.9143731391672196e-05 0.00047787919924243522 0.00049018234657199
leaf_weight=0.0011327317206818576 0.0016624932332107701 0.0012052936273939654 0.0015031210737632347 0.001364940960666269 0.0018560381517288291 0.0017320348758654779 0.0013751563934076838
leaf_count=387 157 404 148 256 1404 269 96
internal_value=0 -9.59412e-05 -1.59982e-05 -0.000112682 1.99645e-05 0.000223741 0.000186131
internal_weight=0 0.00843728 0.00723199 0.00572887 0.00436393 0.00339453 0.00323119
internal_count=3121 2695 2291 2143 1887 426 1500
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=8
num_cat=0
split_feature=4 42 43 151 12 12 1
split_gain=2.05592e-05 3.54349e-05 7.01871e-05 5.4154e-05 3.6038e-05 2.93068e-05 2.82111e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.090455000000000021 0.096210000000000004 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -2 -5
right_child=5 2 3 4 -6 -7 -8
leaf_value=-0.019064676115621088 -0.00067281120497350751 0.021678170556803256 0.013698298705625209 -0.03135205592444304 0.0020814187503202584 0.02079337745024502 -0.0085776142468451336
leaf_weight=0.0011410292138872109 0.0017140942243352069 0.0012045390609015478 0.0011069531492894982 0.0010411896174793538 0.0012073002858096473 0.0010111985076685925 0.0011388128029124756
leaf_count=797 349 391 225 606 526 77 150
internal_value=0 -0.00297911 0.000241585 -0.00550379 -0.0117789 0.00729205 -0.0194549
internal_weight=0 0.00683982 0.00569879 0.00449426 0.0033873 0.00272529 0.00218
internal_count=3121 2695 1898 1507 1282 426 756
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=7
num_cat=0
split_feature=52 160 0 3 2 16
split_gain=1.94088e-05 6.82388e-05 4.9784e-05 4.54938e-05 9.34364e-05 0.000137201
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.14794999999999997 -0.13309499999999996 0.10613000000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.011388083889756229 -0.024503022718767944 -0.013536752979055745 0.015753145383951807 0.044319106715686007 -0.012655645088911953 -0.0032741748415319044
leaf_weight=0.0010209212835226994 0.0012142770571183107 0.0014205394070370102 0.0019992903941405144 0.0011561824553861814 0.0014556858973606354 0.0012721988364562242
leaf_count=93 743 114 860 138 243 930
internal_value=0 -0.00311864 0.0065786 0.00177646 0.00737704 0.0193856
internal_weight=0 0.00651888 0.00302021 0.00530461 0.00388407 0.00242838
internal_count=3121 2168 953 1425 1311 1068
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=8
num_cat=0
split_feature=48 12 0 0 4 4 1
split_gain=1.97769e-05 5.01915e-05 7.22398e-05 4.37447e-05 6.35355e-05 8.94109e-05 2.54816e-05
threshold=-0.032929999999999994 0.051320000000000005 -0.053834999999999994 -0.019414999999999998 0.09173000000000002 0.0052350000000000009 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.013114015185448273 -0.0083491542352801332 -0.0074201227104395391 -0.024166265027565494 0.024009827648426334 -0.018943509673086507 0.031139822726539097 0.014353430689920697
leaf_weight=0.00102030521338524 0.0012418251394236308 0.0011545809011735426 0.0018606674694448258 0.0010080603800403185 0.0011435338883326526 0.0010651975747522462 0.0010056351085273247
leaf_count=180 234 1841 268 167 218 102 111
internal_value=0 -0.00162221 -0.00972378 0.00568398 0.000330187 0.00988368 0.00271602
internal_weight=0 0.0084795 0.00402088 0.00445862 0.00345056 0.00230702 0.00216022
internal_count=3121 2941 2220 721 554 336 1952
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=9
num_cat=0
split_feature=50 484 42 160 49 2 42 0
split_gain=5.22358e-05 3.90424e-05 3.55303e-05 3.56214e-05 5.0775e-05 4.58013e-05 8.23149e-05 9.25572e-05
threshold=0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 0.086870000000000017 -0.031119999999999998 0.113445 0.084050000000000014 0.010870000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.0002894467579636704 -0.00041952897226726091 0.00038254194131993191 0.00042463652449202294 -0.00026998670739341522 0.00061266709889578989 -0.0003600933276196395 -0.00033993662230874094 -0.00013792040855165007
leaf_weight=0.0014106853697320983 0.0010529847218659809 0.0011318949217330532 0.001486769946482773 0.001128856529452776 0.001518153136946321 0.0010142187274172964 0.0010978105974360657 0.0010816728899052234
leaf_count=661 597 322 238 220 164 207 604 108
internal_value=0 3.98962e-05 -4.48829e-06 5.03719e-05 0.000108714 9.02793e-06 0.000110274 0.000300381
internal_weight=0 0.00987006 0.00873817 0.00732748 0.00619863 0.00471186 0.00369764 0.00259983
internal_count=3121 2524 2202 1541 1321 1083 876 272
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=9
num_cat=0
split_feature=50 15 12 133 3 2 3 4
split_gain=6.19583e-05 5.39272e-05 4.89165e-05 6.90877e-05 8.78516e-05 7.56135e-05 0.000111074 3.67705e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.084415000000000018 -0.12018999999999998 0.084055000000000005 0.090900000000000009 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00045947035168608137 -0.00044000558218524032 -0.00034162076191080718 0.00050522644983260173 -0.00042108251726825945 2.4530144189085013e-05 -0.00067844590819234822 9.949779903077461e-05 0.00055085914280661506
leaf_weight=0.0010881424010827133 0.0011145716781006025 0.0013858206882211123 0.0017676675617555272 0.0010067467854164786 0.0010220487783808106 0.0011542783801592174 0.0018154225863848943 0.0010192439564422062
leaf_count=218 597 224 225 616 317 687 190 47
internal_value=0 4.6761e-05 -2.20584e-06 5.82108e-05 0.000129394 -3.18381e-06 -0.000202877 0.000287333
internal_weight=0 0.0102594 0.00917123 0.00778541 0.00677866 0.00501099 0.0029697 0.00204129
internal_count=3121 2524 2306 2082 1466 1241 877 364
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=8
num_cat=0
split_feature=50 15 15 51 2 16 2
split_gain=4.32579e-05 5.58305e-05 4.97146e-05 6.77666e-05 5.16116e-05 9.41831e-05 8.06591e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.096540000000000015 -0.015314999999999997 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00045116122817380716 -0.00038083097887682224 -0.00029757944051767368 4.5428560801562712e-05 0.00051338211993335811 -0.00029693107417629082 0.000448865174220299 -0.00059875572121275865
leaf_weight=0.0010723915556830358 0.0011025447912725349 0.0019681360460936537 0.0019926000129029202 0.0010540165810477356 0.0010411192680290088 0.0017374559352884515 0.0011957418352387069
leaf_count=218 597 334 453 212 200 341 766
internal_value=0 2.82826e-05 -2.21666e-05 5.50382e-05 -2.59252e-05 0.000169419 -0.000196164
internal_weight=0 0.0100615 0.00898907 0.00702093 0.00596692 0.00277858 0.00318834
internal_count=3121 2524 2306 1972 1760 541 1219
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=8
num_cat=0
split_feature=4 3 0 0 3 0 0
split_gain=1.92283e-05 3.21419e-05 3.21195e-05 7.6463e-05 5.18735e-05 5.99874e-05 4.42145e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.061629999999999997 -0.10607499999999999 0.076840000000000006 0.10455500000000001 -0.14832499999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.010501835896930239 -0.0039230740316238853 0.021199889999612115 0.029310333023533575 -0.028560980658211763 -0.012918964049831517 -0.0038358155433469766 0.01401517829997685
leaf_weight=0.0016109364799365561 0.0010240712869106772 0.0010129824724662301 0.0011730950599034735 0.0012789012625184621 0.0010763045400812993 0.0010213973500034085 0.0013537022165775359
leaf_count=192 83 269 221 1890 106 144 216
internal_value=0 0.00857003 -0.00238357 -0.00812343 0.00506335 0.0138829 0.000693031
internal_weight=0 0.00203705 0.00751434 0.00424354 0.0032708 0.00219449 0.00296464
internal_count=3121 352 2769 2298 471 365 408
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=9
num_cat=0
split_feature=50 15 15 51 2 16 2 12
split_gain=5.63691e-05 6.4298e-05 5.67245e-05 6.07002e-05 5.15372e-05 0.000106724 8.5773e-05 3.71682e-06
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.096540000000000015 -0.015314999999999997 0.084245000000000014 0.080890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00049923714297622789 -0.0004275935713177476 -0.00031410302782499446 0.0001553218056226589 0.00050836563851298846 -0.00032251678652643953 0.00047213027159308133 -0.00059162389178906241 -1.3112188062232109e-05
leaf_weight=0.0010545553132724371 0.00109347036241634 0.0018926457743251831 0.0010006031016996679 0.0010287743643596923 0.0010144850998785246 0.0018075556180806029 0.0012000964596289975 0.0010142890700654212
leaf_count=218 597 334 95 212 200 341 766 358
internal_value=0 4.12768e-05 -1.26326e-05 6.81192e-05 -6.90349e-06 0.000186466 -0.000176638 7.05328e-05
internal_weight=0 0.010013 0.00895845 0.0070658 0.00603703 0.00282204 0.00321499 0.00201489
internal_count=3121 2524 2306 1972 1760 541 1219 453
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=8
num_cat=0
split_feature=50 12 3 3 2 0 42
split_gain=5.08572e-05 4.90698e-05 7.81489e-05 8.15102e-05 0.000145755 6.96731e-05 0.00012832
threshold=0.083090000000000011 -0.029094999999999999 -0.13927999999999999 0.090900000000000009 0.10613000000000002 -0.053834999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00029744891595913559 -0.00040718338640602933 0.00046208587372114317 -0.00039512863552125559 0.00070315090410809236 -0.00015419902996015078 -0.00059206831824547745 0.00047427966759619819
leaf_weight=0.0014392238639461844 0.0010945798574280617 0.0017618389539569845 0.0014992263263729618 0.0014023274419214526 0.0016705864746364204 0.0011634419232631867 0.001155915538497013
leaf_count=355 597 257 636 108 130 161 877
internal_value=0 3.77975e-05 9.35557e-05 -6.60542e-07 0.000237053 -0.000191955 -1.66319e-05
internal_weight=0 0.0100926 0.00865334 0.0068915 0.00307291 0.00381858 0.00265514
internal_count=3121 2524 2169 1912 238 1674 1513
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=8
num_cat=0
split_feature=1 42 3 2 15 16 15
split_gain=1.6607e-05 3.69182e-05 7.05772e-05 3.43141e-05 7.50013e-05 2.90205e-05 2.66239e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.098260000000000014 -0.089964999999999976 -0.071359999999999993 -0.033689999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -3
right_child=-2 6 3 5 -6 -7 -8
leaf_value=0.024430470031758661 0.0089179994500128441 -0.0011470912606409112 0.0069865356603528222 -0.0054018072492438987 -0.028700684755366856 0.018244850428261284 -0.022774714898095936
leaf_weight=0.0011536006170056179 0.0016987688706603032 0.0010667671749362891 0.0011315804922470527 0.0010729632597756555 0.0012279662430104434 0.0010052371309207265 0.0012202759170947264
leaf_count=200 279 590 166 157 664 212 853
internal_value=0 -0.00198331 0.00239474 -0.00333349 -0.011586 0.00603621 -0.0126867
internal_weight=0 0.00787839 0.00559135 0.00443775 0.00235955 0.0020782 0.00228704
internal_count=3121 2842 1399 1199 830 369 1443
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=9
num_cat=0
split_feature=159 151 48 150 4 15 3 2
split_gain=3.87396e-05 5.72834e-05 0.000121029 0.000105923 7.70892e-05 9.11401e-05 0.000112181 2.36488e-05
threshold=-0.032739999999999991 -0.0083949999999999979 0.091545000000000015 0.084335000000000007 0.181285 -0.016799999999999995 -0.084074999999999997 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.00036348679513543329 -0.00071346347174300762 -0.0005927090193619288 0.00063171092073937879 0.00014315770520590318 0.00035504190749853238 -0.00039945472368235903 0.00052894327834529422 0.00010859707625217243
leaf_weight=0.0010246318617523594 0.0010024890194412304 0.001213162967567378 0.0014298125015917906 0.0012431988227849999 0.0017215680816434721 0.0013838137221195588 0.0010475105056532681 0.0010114446083689804
leaf_count=421 260 444 223 258 294 619 472 130
internal_value=0 3.67334e-05 0.000116115 -0.000239243 5.20396e-07 -0.000130567 3.22829e-05 0.000322452
internal_weight=0 0.010053 0.00780731 0.00224569 0.0063775 0.00465593 0.00344277 0.00205896
internal_count=3121 2700 2182 518 1959 1665 1221 602
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=10
num_cat=0
split_feature=1 12 159 11 43 52 4 151 15
split_gain=6.26251e-05 0.000103408 7.12507e-05 8.91974e-05 9.97985e-05 0.000105408 0.000199514 8.90502e-05 7.16024e-05
threshold=0.13686500000000004 0.11650500000000001 0.091005000000000016 0.079915000000000014 -0.15323999999999996 0.084960000000000022 -0.080924999999999983 -0.0083949999999999979 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10
leaf_value=0.00056908852231658574 0.00031095478695179741 -0.0007758346931570542 -0.00062126376795416135 -0.00061013034275156732 0.00076838062456387516 -0.00053718159600662596 -0.00051502160160787436 -0.00020493315222852441 0.00045611215803786589
leaf_weight=0.0010301210237374913 0.0010597685870660191 0.0010420379705793409 0.0010067861364832778 0.0010430516990149455 0.0011503402748784704 0.0015405797507887778 0.0016120810659166979 0.0015033683079153173 0.0010843796345981628
leaf_count=137 169 121 306 158 284 778 356 357 455
internal_value=0 -0.000188102 -0.000126678 -7.11282e-05 -1.50198e-07 -8.52476e-05 4.48867e-05 -0.00015328 7.20738e-05
internal_weight=0 0.0110127 0.00997071 0.00896392 0.00792087 0.00689075 0.00535017 0.00419983 0.00258775
internal_count=3121 2952 2831 2525 2367 2230 1452 1168 812
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=9
num_cat=0
split_feature=50 15 15 51 2 2 16 52
split_gain=4.88064e-05 4.1921e-05 6.22795e-05 7.01252e-05 4.23247e-05 8.99246e-05 8.84281e-05 1.747e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.096540000000000015 0.084245000000000014 -0.015314999999999997 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.0004004063172342255 -0.0003968366576906055 -0.00031775401948236766 -8.4374670769487144e-05 0.00054382672597033535 -0.00027779742496438832 -0.00057994544548946065 0.00044255668233255768 0.00028134248271465527
leaf_weight=0.0010983388748405818 0.0010962474462196661 0.0019281226029477126 0.0010074084849241972 0.0010637468006024341 0.0010450534637984051 0.001202943212094864 0.0017561775032056447 0.001001338998146441
leaf_count=218 597 334 198 212 200 766 341 255
internal_value=0 3.87583e-05 -5.35291e-06 7.97645e-05 -2.33282e-06 -0.000155968 0.000173815 9.79314e-05
internal_weight=0 0.0101031 0.00900479 0.00707667 0.00601292 0.00321169 0.00280123 0.00200875
internal_count=3121 2524 2306 1972 1760 1219 541 453
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 4 2
split_gain=5.24771e-05 7.34489e-05 5.38986e-05 7.89601e-05 7.94344e-05 6.82712e-05 7.42498e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 -0.0024449999999999997 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00051732715624195182 -0.00041193750688697702 -0.00030549096861197194 -0.00032204609442488332 0.00065669569495086931 0.00048948882618804425 -0.00029950745933213604 -0.00014120046235598696
leaf_weight=0.0011084744625806326 0.0010888548358527267 0.0019558483498117885 0.0015856280692807308 0.0010604683872251046 0.001724164563498239 0.0013938841146973781 0.0012293940962404225
leaf_count=218 597 334 402 261 882 253 174
internal_value=0 4.12214e-05 -1.77492e-05 6.27221e-05 0.000175538 5.81697e-05 0.00022697
internal_weight=0 0.0100579 0.00894939 0.00699354 0.00540791 0.00434744 0.00295356
internal_count=3121 2524 2306 1972 1570 1309 1056
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=9
num_cat=0
split_feature=50 15 52 47 2 16 150 12
split_gain=4.36109e-05 6.75981e-05 5.83216e-05 9.18703e-05 7.91423e-05 0.000100196 8.82049e-05 7.78501e-06
threshold=0.083090000000000011 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.084055000000000005 -0.0092699999999999987 0.083095000000000016 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00048699007990165449 -0.00038665054601801741 -0.00034126185607113367 0.00056300132780714226 -0.00041124935776658728 -0.00056845180552894854 0.00023224332240359081 0.00017246731949340451 0.00047629692121446899
leaf_weight=0.0010892102157016624 0.0010937376609679731 0.0018440806492993362 0.0013954251595878547 0.0013545950566913306 0.0013682117515315269 0.0010043119641075344 0.0011262479010717224 0.0010057450438123604
leaf_count=218 597 577 324 168 797 123 163 154
internal_value=0 2.53662e-05 -2.98955e-05 4.92528e-05 0.000154982 2.85839e-05 -0.000233927 0.000354357
internal_weight=0 0.0101878 0.00909862 0.00725454 0.00589994 0.00450452 0.00249446 0.00201006
internal_count=3121 2524 2306 1729 1561 1237 960 277
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=9
num_cat=0
split_feature=376 50 484 43 52 151 4 16
split_gain=3.99147e-05 8.05013e-05 6.3929e-05 8.02896e-05 0.000117058 8.40045e-05 0.000100203 7.41081e-05
threshold=0.048375000000000008 0.07826000000000001 0.084040000000000017 -0.14968999999999996 0.084960000000000022 -0.0083949999999999979 0.2623950000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00037637229611915668 0.0003383251859530115 -0.00056215773721659298 0.00045993668908350936 -0.00039395293195212337 -0.00071396931203504706 0.00021002586778495934 0.00064943024112054778 -0.00041826276251490086
leaf_weight=0.0014249182596111527 0.0011568131911301625 0.0010434102759043799 0.0010833183155393141 0.0016476927907522112 0.0011228675077818414 0.0017225037579062302 0.0010588969554878955 0.0012423802105028109
leaf_count=190 166 580 296 256 614 292 169 558
internal_value=0 -4.57183e-05 1.22074e-05 -4.68044e-05 -0.000135554 -2.10359e-05 0.000131669 -5.3247e-05
internal_weight=0 0.010346 0.00930258 0.00821926 0.00679434 0.00567147 0.00402378 0.00296488
internal_count=3121 2955 2375 2079 1889 1275 1019 850
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 0 2
split_gain=4.82621e-05 5.64344e-05 3.27303e-05 8.28628e-05 4.45632e-05 7.1254e-05 5.48877e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.010870000000000003 0.092480000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00023039442118115495 -0.00039653306675568688 0.00044333222321337449 -0.0004686829072057349 0.00057796707395172016 -0.00023347192459407964 -0.00019777659452387741 -3.7842949788988122e-06
leaf_weight=0.0016946690023895003 0.0010900787010705024 0.001166712578476386 0.0015852504535653995 0.0015491348893998636 0.0016507581015024623 0.0014598521298665457 0.0010435774917730487
leaf_count=202 597 322 1181 256 166 136 261
internal_value=0 3.7633e-05 -1.50578e-05 -7.2128e-05 3.80952e-05 0.000148715 0.00034381
internal_weight=0 0.01015 0.00898324 0.00728857 0.00570332 0.00405256 0.00259271
internal_count=3121 2524 2202 2000 819 653 517
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=9
num_cat=0
split_feature=474 160 52 49 12 4 15 52
split_gain=4.43165e-05 8.574e-05 8.55095e-05 9.97709e-05 9.02936e-05 0.000112942 0.000155369 7.4782e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.00044807363283727608 0.0003779598743000618 0.0004749303019179611 0.00055364340780579546 -0.00065599016952887159 -0.00077233242731355621 -0.00018696730242969737 0.00065476423131176082 -2.4790642694530805e-05
leaf_weight=0.0017412015145905268 0.001017819460300321 0.0012082647706356817 0.0010485874157917068 0.0010814220988426201 0.0010303907090678105 0.0019226294262739882 0.0015015455435981595 0.0010276139887227006
leaf_count=736 344 158 166 223 704 163 190 437
internal_value=0 -5.0446e-05 2.80476e-05 -4.28662e-05 -0.000138185 -3.60422e-05 0.000182143 -0.000399066
internal_weight=0 0.0105617 0.00882045 0.00777187 0.0065636 0.00548218 0.00342417 0.002058
internal_count=3121 2777 2041 1875 1717 1494 353 1141
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=8
num_cat=0
split_feature=14 2 2 0 52 4 4
split_gain=2.47657e-05 5.506e-05 4.24812e-05 4.05506e-05 4.21517e-05 5.72359e-05 8.12961e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.11982500000000001 0.12113000000000002 -0.088204999999999992 -0.0016099999999999997 0.181285
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.015018709027356074 -0.015445130815594644 0.028092444662632846 0.00029882403201055225 -0.019857908156064648 0.019877911682659209 -0.023906246303344224 0.012478644914719186
leaf_weight=0.0010107201497486827 0.0012558137507377347 0.001182133654456444 0.0010282893601954767 0.0011818109224141053 0.0016541882274193694 0.0011308983583781535 0.0013437422732254594
leaf_count=161 458 234 271 101 1353 357 186
internal_value=0 0.00151149 0.0151628 -0.00308388 0.000597653 0.00547718 -0.00414907
internal_weight=0 0.00877688 0.00221042 0.00656645 0.00538464 0.00412883 0.00247464
internal_count=3121 2960 505 2455 2354 1896 543
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=8
num_cat=0
split_feature=14 2 3 52 16 15 2
split_gain=2.01117e-05 4.48121e-05 3.93219e-05 5.6601e-05 6.86019e-05 4.88158e-05 3.48446e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 -0.13309499999999996 0.084960000000000022 -0.15241499999999997 -0.016799999999999995 0.11982500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.013547502728270737 -0.01786962219293475 0.025484954104135718 0.027079917977121705 -0.018270192929173368 -0.01277131904782439 0.013797419156033747 0.00026894181361575514
leaf_weight=0.0010085545896534242 0.0013672127801306611 0.0011732721278449704 0.0011798000315767264 0.001159128938614782 0.0016462324002821898 0.001192468387481656 0.001028288493480165
leaf_count=161 212 234 149 758 633 703 271
internal_value=0 0.00136577 -0.00278567 0.00119742 0.00681282 -0.00161045 0.0137072
internal_weight=0 0.0087464 0.00654484 0.00517763 0.0040185 0.0028387 0.00220156
internal_count=3121 2960 2455 2243 1485 1336 505
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=9
num_cat=0
split_feature=147 151 4 15 47 3 52 0
split_gain=3.78347e-05 9.2201e-05 0.000119017 8.52717e-05 6.26883e-05 6.96949e-05 7.43874e-05 9.65837e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 0.085270000000000026 -0.12711499999999995 0.084960000000000022 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.00043504824632365418 0.00035701076825033618 -0.00056050079514605611 0.00064406875374471294 -0.00051956370694949668 0.00039992121865728561 0.00066205025177839606 -0.00032989295228447879 -0.00014955326515892631
leaf_weight=0.0018614770793779533 0.0010084450171815576 0.0010520843516043359 0.0011140664124859164 0.0010209325723471636 0.0014479640704860158 0.0011768236103872993 0.0012057454424603789 0.0010820933730870059
leaf_count=462 124 218 237 191 186 92 696 915
internal_value=0 -4.15453e-05 4.88897e-05 -4.60291e-05 4.51923e-05 -6.93154e-05 6.33594e-05 0.000273266
internal_weight=0 0.00996119 0.00809971 0.00698564 0.00593356 0.00448559 0.00346466 0.00225892
internal_count=3121 2997 2535 2298 2080 1894 1703 1007
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 16 16
split_gain=4.65929e-05 5.68853e-05 6.26846e-05 5.36708e-05 5.87449e-05 7.70906e-05 0.000137386
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.22339500000000004 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00045827856004357223 -0.00038761639862823673 -0.00032479743026902846 -0.00034335512742378831 0.00047626528691709687 0.00033303914040960455 -0.00058671905402353172 0.000429438834558696
leaf_weight=0.0010955117787681866 0.0011057261929942443 0.00196503709811358 0.00185584710560385 0.0010668588794721665 0.001522473553074305 0.0010201453589151932 0.0016897553587519084
leaf_count=218 597 334 808 212 115 346 491
internal_value=0 3.61069e-05 -1.46045e-05 7.05854e-05 -5.03182e-07 -0.000111725 2.49413e-05
internal_weight=0 0.0102156 0.00912012 0.00715508 0.00608822 0.00456575 0.0035456
internal_count=3121 2524 2306 1972 1760 1645 1299
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=7
num_cat=0
split_feature=1 15 42 3 4 49
split_gain=1.82135e-05 3.63241e-05 9.48328e-05 9.42146e-05 4.91115e-05 3.46916e-05
threshold=0.12500000000000003 0.079055000000000014 0.075730000000000006 -0.10519499999999998 0.053925000000000008 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.032616964477007945 0.0091296912668719383 -0.019855967602923425 -0.018726873469149651 -0.0070111097380449782 -0.018085932372109224 0.015509964446984513
leaf_weight=0.0011531427111259535 0.0017355161767611321 0.0010143436714183203 0.0018952323590510026 0.0011053877787097033 0.0010766827265946159 0.0017941686203533243
leaf_count=187 279 1120 857 145 194 339
internal_value=0 -0.00216643 0.000387911 0.00745055 0.000152075 0.00692433
internal_weight=0 0.00803896 0.00702461 0.00512938 0.00397624 0.00289956
internal_count=3121 2842 1722 865 678 484
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=8
num_cat=0
split_feature=14 2 3 52 52 4 2
split_gain=1.78762e-05 3.98682e-05 3.52126e-05 4.78143e-05 6.55379e-05 4.09432e-05 2.91261e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 -0.13309499999999996 0.084960000000000022 -0.088204999999999992 -0.0016099999999999997 0.11982500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.012729880594715843 -0.01692751601058121 0.023745177948545686 -0.013159598076638033 -0.016719809401392168 0.030116604757338811 0.0052351420453182612 0.00068913622536854969
leaf_weight=0.0010113873012327955 0.0013598424639121422 0.0011707003257291414 0.001206543473285024 0.0011604739625798947 0.0010682722989599628 0.0017361907020142485 0.0010299592393752974
leaf_count=161 212 234 429 758 698 358 271
internal_value=0 0.00131367 -0.00260856 0.00115661 0.00632866 0.014713 0.0129544
internal_weight=0 0.00873198 0.00653132 0.00517148 0.00401101 0.00280446 0.00220066
internal_count=3121 2960 2455 2243 1485 1056 505
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=8
num_cat=0
split_feature=4 0 3 49 2 15 43
split_gain=1.80992e-05 3.24428e-05 7.39515e-05 8.50498e-05 5.69172e-05 3.23348e-05 2.16397e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.0020949999999999996 0.10097500000000002 -0.43375999999999998 -0.078139999999999973
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 -3
right_child=5 4 -4 -5 -6 -7 -8
leaf_value=-0.040264260506625855 -0.0041239544849889596 0.0050308692071463551 0.0088210050650054782 -0.003914327213974454 -0.011454684372982389 0.020877823839788864 0.025576976910648898
leaf_weight=0.0010625113363156931 0.0010522133245065477 0.0010183366437739 0.001614259108800864 0.0016328819582416133 0.0012871954423763097 0.0010174997569623256 0.0010322175185206958
leaf_count=404 167 93 150 1744 260 185 118
internal_value=0 -0.00237385 -0.00810587 -0.0182433 0.00502725 0.00816727 0.0153735
internal_weight=0 0.0076474 0.00430965 0.00269539 0.00333775 0.00206971 0.00205055
internal_count=3121 2769 2298 2148 471 352 211
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=10
num_cat=0
split_feature=124 50 160 151 4 3 16 16 2
split_gain=6.40361e-05 8.34277e-05 9.02739e-05 0.000120075 7.31562e-05 6.47857e-05 5.92157e-05 5.66517e-05 6.29852e-05
threshold=-0.027784999999999997 0.07826000000000001 -0.085579999999999976 -0.083274999999999988 0.076415000000000025 -0.074084999999999998 0.22339500000000004 -0.08595499999999999 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=0.00046594300782000416 0.00056131747321155401 -0.00056933143876468036 -0.00066987099326367566 -0.00035302521431512395 0.00053895045431329234 -5.1625419925016256e-05 -0.00051066006307974533 -0.00010462360914504733 0.00054236519672896607
leaf_weight=0.0010238152769612005 0.0010211801704432021 0.0010605073320811677 0.0010701480138242611 0.0011406559604805497 0.0016081028997395675 0.0012846497662783263 0.0011317883726749164 0.0013168736509849405 0.0010317468646979465
leaf_count=262 366 579 186 321 139 185 328 521 234
internal_value=0 -4.74326e-05 1.01904e-05 -5.53737e-05 3.21455e-05 0.00027668 -0.000120931 5.48171e-06 0.000179598
internal_weight=0 0.0106657 0.00960515 0.00858397 0.00751382 0.00289275 0.00462106 0.00348928 0.00234862
internal_count=3121 2859 2280 1914 1728 324 1404 1076 755
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=10
num_cat=0
split_feature=124 50 160 151 3 2 1 1 13
split_gain=0.000115261 6.65448e-05 8.72216e-05 0.000117828 5.00547e-05 0.000110609 0.000134132 9.48243e-05 4.67149e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.085579999999999976 -0.083274999999999988 -0.074084999999999998 0.10613000000000002 0.089175000000000018 0.10752500000000002 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 8 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.00062800611842576048 0.00053075530813033358 -0.00052446497671340177 -0.00067728657908650285 -0.00035902410124326946 0.00064879643196653653 -0.00051699193975726491 -0.00026888803434587082 0.00058227702440806484 0.00022308640466170074
leaf_weight=0.0010139445075094964 0.0010191838616857253 0.0010827813451831743 0.0010941793716296219 0.0010948784352824493 0.0010829200857245588 0.0017161236282844357 0.0014092318840697501 0.0013853615874708514 0.0010274071138002404
leaf_count=259 366 579 186 868 154 245 135 113 216
internal_value=0 -6.31221e-05 -1.23012e-05 -7.51239e-05 1.02676e-05 -0.000133915 0.000129875 0.00018325 -7.7222e-05
internal_weight=0 0.0109121 0.00982929 0.0088101 0.00771592 0.00420828 0.00249215 0.00350765 0.00212229
internal_count=3121 2862 2283 1917 1731 534 289 1197 1084
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=9
num_cat=0
split_feature=147 151 4 15 47 0 2 13
split_gain=4.12766e-05 6.82033e-05 0.000118194 8.16148e-05 8.72418e-05 7.21292e-05 7.01253e-05 8.25212e-06
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 0.085270000000000026 -0.11242999999999999 0.096540000000000015 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.00038271369586467732 0.00037069917200372512 -0.0005593606570761312 0.00063074233397377084 0.00027071748097857784 0.00044441805732611258 -0.00066041416402851235 7.5067079465047774e-05 -0.00017529661179922022
leaf_weight=0.0018673021042251619 0.0010126374112079404 0.0010695842782660102 0.0010993244807557838 0.0013632802688533364 0.0014654455647901453 0.0011297200717554413 0.0010080101769711636 0.0010166418562085654
leaf_count=462 124 218 237 160 186 1248 47 439
internal_value=0 -4.46966e-05 3.27297e-05 -6.04845e-05 2.86985e-05 -0.000106154 -0.000269033 -5.06485e-05
internal_weight=0 0.0100193 0.00815201 0.00705268 0.0059831 0.00451765 0.00315437 0.00202465
internal_count=3121 2997 2535 2298 2080 1894 1734 486
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=9
num_cat=0
split_feature=132 42 47 3 51 3 13 16
split_gain=6.35557e-05 6.01198e-05 9.49515e-05 8.47565e-05 0.000136106 7.77361e-05 0.000175534 6.32309e-05
threshold=0.081240000000000021 -0.088934999999999986 0.092530000000000015 -0.13309499999999996 -0.031924999999999995 0.083060000000000009 -0.013634999999999998 -0.071359999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=-0.00050008675143038792 0.00045841311483728293 -0.0002793656816569008 -0.00040965430225491008 -0.0004163989468254143 1.3044122230070724e-05 -0.00010585461083513096 0.0010925660444593098 0.00046853052793864174
leaf_weight=0.0010395546132826892 0.0010283340823537242 0.0019375134095331132 0.0018398461562758915 0.0011811890416505997 0.0010853971274827636 0.0019143543365916834 0.001241496181354463 0.0011979666759961843
leaf_count=298 321 207 289 378 1036 154 385 53
internal_value=0 -5.04903e-05 -5.54025e-06 8.13393e-05 0.000186902 0.000317916 0.000589015 0.000115233
internal_weight=0 0.0114373 0.0103978 0.00855792 0.0066204 0.00543921 0.00232689 0.00311232
internal_count=3121 2800 2502 2213 2006 1628 1421 207
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=7
num_cat=0
split_feature=49 15 42 15 4 12
split_gain=1.9362e-05 6.88028e-05 4.75049e-05 4.16244e-05 9.57102e-05 8.35986e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.037864999999999989 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.025125114895012669 -0.03028165425132967 -0.0093812353715737509 -0.022802005065348734 0.024556879759836139 0.0064109191767543249 -0.0062861276010856316
leaf_weight=0.0011557914867828135 0.0011813175386604004 0.0011555725049474342 0.001007203426059782 0.0016232254207502971 0.0017851523558162601 0.0019161855042015886
leaf_count=226 605 199 621 180 232 1058
internal_value=0 0.00787357 -0.00259255 0.000536158 -0.00820092 0.00785892
internal_weight=0 0.00231136 0.00751308 0.00650588 0.00296647 0.00353941
internal_count=3121 425 2696 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=8
num_cat=0
split_feature=43 43 16 16 4 15 2
split_gain=1.89764e-05 8.29273e-05 3.11282e-05 2.45518e-05 5.86607e-05 4.21587e-05 6.68077e-05
threshold=-0.052894999999999991 -0.090299999999999991 0.15273500000000004 -0.056919999999999991 -0.062539999999999984 -0.10203999999999998 0.092755000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.016775734196174143 -0.011401922421564176 0.02751820795015579 0.0069870810930556318 -0.027234868362349542 0.0026570519673095672 0.027361747056586616 -0.0067410555932935178
leaf_weight=0.0011553454229009728 0.0014591557437374451 0.001166697558073985 0.0010543251673881273 0.0011845772826518681 0.0014726924797230706 0.0011504043965580688 0.0011473686489767107
leaf_count=406 253 917 112 314 297 584 238
internal_value=0 0.00595027 -0.00543751 -0.00331193 -0.0106684 0.00189128 0.0103329
internal_weight=0 0.00337637 0.00220967 0.0064142 0.00265727 0.00375693 0.00229777
internal_count=3121 1435 518 1686 611 1075 822
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=8
num_cat=0
split_feature=151 4 0 1 42 4 13
split_gain=1.83212e-05 6.22085e-05 3.94664e-05 4.76187e-05 6.71806e-05 4.65286e-05 2.71345e-05
threshold=-0.083274999999999988 0.36766000000000004 -0.15350499999999997 0.12656000000000003 0.086665000000000006 -0.029144999999999997 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.011455331471634281 -0.018903446176463275 0.019542090330387573 0.021298711256245422 0.020590971117455156 -0.024602973067740338 -0.012156742518525866 -0.00036352595635433423
leaf_weight=0.0012413557281786254 0.0012124048652561404 0.0015677553200370287 0.0013068015440972228 0.0010161605173000287 0.0011247994348058399 0.0012531934733213358 0.0010372022468186151
leaf_count=369 129 287 314 96 894 539 493
internal_value=0 0.00154846 -0.00251015 0.000953566 -0.00327235 0.00339748 0.0117134
internal_weight=0 0.00851832 0.00695056 0.00573816 0.004722 0.0035972 0.002344
internal_count=3121 2752 2465 2336 2240 1346 807
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=10
num_cat=0
split_feature=159 15 52 16 49 2 3 2 4
split_gain=3.62305e-05 5.27293e-05 5.90223e-05 0.000156327 5.91536e-05 7.68939e-05 0.000152845 5.81233e-05 3.36777e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.10347000000000002 0.26676500000000009 -0.043469999999999995 0.10097500000000002 -1.0000000180025095e-35 0.092235000000000025 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 8 -3 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0003391346945702391 0.00043946117123659347 -1.3167152705093892e-05 0.00041060821233187286 -0.00077584907420818214 3.4515178414616946e-07 -0.0004834419637494118 0.00063358187400128305 0.00060426816751325265 -0.00050693329957457597
leaf_weight=0.0010558141905307175 0.0011420709036318354 0.0011841711148441545 0.0011350154072177305 0.0010405488605566603 0.0010028739512940609 0.0013494561292825879 0.0011844435799615587 0.0011607609519428885 0.0010098049546011928
leaf_count=421 225 190 281 325 500 207 73 164 735
internal_value=0 4.24083e-05 -7.60365e-06 -6.74465e-05 3.95152e-05 -9.09474e-05 7.47186e-05 0.000292468 -0.000254168
internal_weight=0 0.0102091 0.00906707 0.00793206 0.00689151 0.00454658 0.00319712 0.00234493 0.00201268
internal_count=3121 2700 2475 2194 1869 1515 1308 354 1235
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 52 43 1
split_gain=5.78838e-05 0.000100841 7.27556e-05 0.000107754 8.11983e-05 0.000110664 5.04907e-05 0.000145637
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.077655000000000016 -0.074359999999999996 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.00047798974895818644 0.00043879089253513493 0.00051679029065392675 0.00051733531420075261 -0.00086297372918283592 0.00040484706997055269 -2.2101810018800391e-05 0.00042154840088208637 -0.00045828708847086576
leaf_weight=0.001742939878322 0.0010344620491000373 0.0011791647642117077 0.0010707661063816612 0.0011217285423131809 0.0010811853029744404 0.0012980803771868853 0.0012440996010262533 0.0017279337092541403
leaf_count=736 344 158 166 731 156 474 198 158
internal_value=0 -4.74131e-05 3.86207e-05 -2.83655e-05 -0.000127674 -0.000411897 4.20094e-05 -8.9986e-05
internal_weight=0 0.0104659 0.00872296 0.00765219 0.00647303 0.00241981 0.00405322 0.00297203
internal_count=3121 2777 2041 1875 1717 1205 512 356
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=10
num_cat=0
split_feature=48 2 3 2 1 0 2 16 15
split_gain=4.32134e-05 0.000104978 4.88392e-05 5.61609e-05 4.87667e-05 6.99497e-05 3.90159e-05 6.46288e-05 3.33817e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.10672500000000001 0.094825000000000007 -0.10151999999999999 0.093175000000000022 -0.083539999999999989 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=0.00033397288249913733 -0.00039308582878045789 0.00052406952869910755 0.00035973909463452524 -0.00052533521329875608 0.00055079675892325496 -0.00031742465778177747 -0.00048487780089193978 -0.00030399527737760503 0.00018055060625548806
leaf_weight=0.0010123406434767663 0.001000331544271745 0.0014440891020042991 0.0010114088941078772 0.0010279233403806846 0.0010774459575806916 0.0010219368333898183 0.0011570665324685185 0.0015380263928561153 0.0010486087407464433
leaf_count=532 114 379 66 201 89 181 377 1009 173
internal_value=0 3.37117e-05 -4.58992e-05 -9.79414e-05 -3.38566e-05 0.000145614 -0.000186246 -5.07607e-05 -6.52297e-05
internal_weight=0 0.0103388 0.00889476 0.00788335 0.00685543 0.00314799 0.00370743 0.00255037 0.00207055
internal_count=3121 3007 2628 2562 2361 443 1918 1541 354
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=8
num_cat=0
split_feature=11 43 2 2 43 51 13
split_gain=1.81174e-05 4.99246e-05 5.26495e-05 4.1465e-05 5.20691e-05 6.12464e-05 2.96839e-05
threshold=0.079915000000000014 -0.052894999999999991 0.094095000000000012 0.089885000000000007 0.05259500000000001 0.084745000000000015 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.014514425852856009 -0.012508988691157921 -0.016769215726982239 0.030499197467829961 -0.018044636192896864 0.018911582997757005 0.01257982901310141 -0.0096411292968989239
leaf_weight=0.0010238799429572549 0.0010491187155784671 0.0017804888787995125 0.0010037233535182231 0.0016624332379579633 0.0012077055923397657 0.0010755476891814559 0.001011120401942572
leaf_count=727 199 827 430 361 230 132 215
internal_value=0 0.00139646 0.0117567 -0.00410144 0.00161488 -0.00601458 0.00251238
internal_weight=0 0.0087649 0.00303872 0.00572618 0.00394569 0.00273798 0.002035
internal_count=3121 2922 1372 1550 723 493 942
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=9
num_cat=0
split_feature=159 15 160 1 52 47 15 16
split_gain=5.76049e-05 5.95038e-05 6.87348e-05 7.15596e-05 9.63923e-05 7.56269e-05 0.000166546 0.000160951
threshold=-0.032739999999999991 -0.24436499999999997 0.090980000000000019 0.13075500000000004 -0.087769999999999987 0.092710000000000015 -0.03241999999999999 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=-0.00041987688977062997 0.00044977537500267 -0.00053259805931138448 -0.00049279025415069453 0.00052038909059036074 0.00071698706455378721 -0.00039012676323132176 -0.00048377298318685798 0.0003517617278232038
leaf_weight=0.0011320186715487466 0.001236426224752442 0.0011807634161129146 0.0010035512994583879 0.0010838228573687263 0.0015427393876984016 0.0010891676169215306 0.0017260987540283397 0.0018220438386125574
leaf_count=421 225 516 255 83 350 146 984 141
internal_value=0 4.52807e-05 -7.65299e-06 5.00002e-05 -1.92609e-05 7.88175e-05 0.000179146 -5.47088e-05
internal_weight=0 0.0106846 0.00944819 0.00844464 0.00736081 0.00618005 0.00509088 0.00354814
internal_count=3121 2700 2475 2220 2137 1621 1475 1125
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 1
split_gain=2.2151e-05 5.97422e-05 3.92285e-05 5.26061e-05 6.63846e-05 6.06238e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.086260000000000017 0.096125000000000016 0.11323000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.024527828272294015 0.024966918902512458 0.0052517062774278638 0.017401061623340177 -0.015823093645570833 -0.019037403831942658 0.010780277390450271
leaf_weight=0.0011930004941322261 0.0012009304930985648 0.0015475325355916014 0.0014727029315948865 0.0016680072528072031 0.0012865311509513587 0.0014507656686139972
leaf_count=1561 306 75 532 228 231 188
internal_value=0 -0.00771183 0.00287678 -0.000938608 0.00536561 -0.00323405
internal_weight=0 0.00274053 0.00707894 0.00560623 0.00393823 0.0027373
internal_count=3121 1636 1485 953 725 419
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=7
num_cat=0
split_feature=133 42 49 1 12 2
split_gain=2.00382e-05 4.53215e-05 4.2117e-05 6.5459e-05 7.13545e-05 5.47258e-05
threshold=0.088525000000000006 0.086375000000000021 -0.0020949999999999996 0.111945 0.084100000000000022 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.028903849126428752 -0.012902985063368051 0.01633116667680708 0.0059401769301626328 0.019926223989780157 -0.026599027780587526 0.0012354314244582057
leaf_weight=0.0011179397851850794 0.0010824093325109375 0.0016705481272936305 0.0019893786369116627 0.0016048903807118651 0.0010191717733579902 0.0013065641026978325
leaf_count=222 713 705 325 193 775 188
internal_value=0 0.00152393 -0.00199077 0.00361719 -0.00508275 -0.0126618
internal_weight=0 0.00870849 0.00703794 0.00461344 0.00300855 0.0024245
internal_count=3121 2408 1703 1293 1100 410
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=9
num_cat=0
split_feature=48 2 51 48 2 15 2 3
split_gain=5.96113e-05 0.000113597 5.07473e-05 4.63071e-05 8.27087e-05 6.96038e-05 9.31298e-05 9.12592e-05
threshold=0.11951500000000001 0.11510000000000002 0.087505000000000013 0.083985000000000018 0.10097500000000002 -0.016799999999999995 -1.0000000180025095e-35 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.00024159009955162532 -0.00046350031554610833 0.00054429513584376016 -0.00045796432499649537 0.00034462174271201914 -0.00045968735337589318 -0.0001610374214920255 -0.00055309542958914505 0.00055902620087588224
leaf_weight=0.0010341117814464242 0.0010116049000813273 0.0014496174402877328 0.0010248332266207189 0.0012964781560662088 0.0015342195109349687 0.0011393706246047163 0.0012550854667656879 0.0016664227139780688
leaf_count=95 114 379 316 320 281 458 387 771
internal_value=0 3.50916e-05 -4.73785e-05 5.71244e-06 -6.05682e-05 5.96158e-05 -0.000194108 0.000266624
internal_weight=0 0.0104001 0.00895052 0.00792569 0.00662921 0.00509499 0.0022892 0.00280579
internal_count=3121 3007 2628 2312 1992 1711 482 1229
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 16
split_gain=4.72987e-05 7.34732e-05 0.000132367 7.30254e-05 0.000101194 0.000169315 4.92091e-05 4.91876e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.13309499999999996 -0.016799999999999995 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00039485623344737749 0.00038200529875845486 -0.00053827537543008573 0.00063605496439797938 -0.00053069933734766535 9.0224195454090588e-06 0.00020387077861302574 0.00070959845077516977 -0.00057373196145587028
leaf_weight=0.0019201408978895525 0.0010843642458184264 0.0010607070774649773 0.0011910572961902578 0.001115038492064708 0.0011106119428629002 0.0016474852089264245 0.0013425267413419689 0.0011168365126554328
leaf_count=462 124 185 237 396 219 909 143 446
internal_value=0 -4.81246e-05 2.94329e-05 -6.82949e-05 1.38308e-05 0.000126074 0.000430944 -0.000283169
internal_weight=0 0.0105044 0.00858426 0.00739321 0.00627817 0.00521746 0.00299001 0.00222745
internal_count=3121 2997 2535 2298 1902 1717 1052 665
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=10
num_cat=0
split_feature=484 15 39 13 457 15 15 13 12
split_gain=0.000263005 8.00703e-05 4.3678e-05 5.69727e-05 7.01106e-05 8.44139e-05 0.000101275 0.000149171 5.16613e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.092870000000000022 -0.084034999999999985 0.069910000000000014 1.0000000180025095e-35 -0.07490999999999999 0.0076650000000000008 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 -5 -8 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00096736055727122234 0.00053040802220055379 0.00049461640275551169 -0.00034858118264344826 -0.00045877357651276151 0.00039119038442870618 -0.00065952592208762771 0.0006338685432626432 -0.00034261715934331077 -4.9290830923905525e-05
leaf_weight=0.0010174070831679817 0.001304990119369606 0.0017684901312632732 0.0011331581425612037 0.0013118457333487527 0.0011232696370023776 0.001000770239897324 0.0014054528381372772 0.0010514327352927556 0.0010822600217724003
leaf_count=515 232 530 107 330 155 775 273 134 70
internal_value=0 7.39362e-05 1.36233e-05 6.05649e-05 -4.95231e-05 -0.000153316 -1.88941e-05 0.000215978 0.000288127
internal_weight=0 0.0111817 0.00987668 0.00874352 0.00589277 0.0047695 0.00376873 0.00245689 0.00285075
internal_count=3121 2606 2374 2267 1667 1512 737 407 600
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=8
num_cat=0
split_feature=49 15 42 43 52 15 1
split_gain=2.03553e-05 5.65504e-05 5.2819e-05 3.43982e-05 3.82702e-05 5.92538e-05 5.75001e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.091465000000000005 -0.084004999999999982 -0.0064899999999999992 -0.10203999999999998 0.079415000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=0.023690875288503385 0.013248558670201789 -0.007580842348993512 -0.023934032835724789 -0.017691731926487524 -0.013956896780476197 -0.0045214370645418004 0.028334313250016882
leaf_weight=0.0011612957704517516 0.0016332055356072638 0.0011518310443225741 0.0010061175349458905 0.001370626034483651 0.0014048450975697752 0.0010286555103541668 0.0011046741126658211
leaf_count=226 517 199 621 515 230 543 270
internal_value=0 0.00811899 -0.00260325 0.000677281 -0.00350531 0.00199026 0.0124918
internal_weight=0 0.00231313 0.00754812 0.00654201 0.0049088 0.00353817 0.00213333
internal_count=3121 425 2696 2075 1558 1043 813
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=8
num_cat=0
split_feature=42 49 52 4 1 0 0
split_gain=2.12354e-05 3.3652e-05 4.94417e-05 0.000100816 7.88853e-05 4.27068e-05 1.61651e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.070205000000000017 -0.034939999999999992 0.11061500000000002 -0.14832499999999996 -0.030209999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=-0.011232237589293988 -0.0016843935380649725 -0.034341340198707125 0.018082678054215689 0.018539911623263929 -0.014041143708657248 0.027099061489193728 0.0010406214288392944
leaf_weight=0.001454456289237716 0.0010140052856313364 0.001090654757630696 0.0011998745204939841 0.0013950554004119682 0.0015902323679779405 0.0010484871557809418 0.001038167636338313
leaf_count=862 89 493 544 538 229 292 74
internal_value=0 0.00185798 -0.00176461 -0.00832176 0.00118432 0.0129479 0.0101773
internal_weight=0 0.00837648 0.00631398 0.00407594 0.00298529 0.00206249 0.00223804
internal_count=3121 2259 1878 1260 767 381 618
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=10
num_cat=0
split_feature=484 12 1 0 4 4 3 13 16
split_gain=0.000202598 6.73501e-05 8.55063e-05 8.6629e-05 0.000110008 0.000109063 8.55496e-05 5.84459e-05 6.51789e-05
threshold=-1.0000000180025095e-35 0.11650500000000001 0.11323000000000001 -0.23051499999999997 -0.0024449999999999997 0.181285 0.10299500000000002 -0.033284999999999988 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -4 -5 -9
right_child=1 -3 6 4 5 -7 -8 8 -10
leaf_value=-0.000849705746541676 0.00051249969380815082 -0.00037516946854249675 0.00079515983004177363 -0.0001691474516000706 -0.00083220196472267118 -1.0938810785390636e-05 8.6783769859095512e-05 -6.5113873243532157e-05 0.00058176549506546251
leaf_weight=0.0010146937495945215 0.0011292839474101911 0.0012011520934360762 0.0012394021646593518 0.0015922714264237038 0.0011802625866782959 0.0013136203832859773 0.0013912215030662065 0.0010250757352464307 0.001440253704368443
leaf_count=515 72 120 218 789 349 135 152 505 266
internal_value=0 6.42437e-05 0.00011543 1.09346e-05 -7.55206e-05 -0.000399612 0.000420531 0.000123673 0.000312795
internal_weight=0 0.0115125 0.0103114 0.00768077 0.00655148 0.00249388 0.00263062 0.0040576 0.00246533
internal_count=3121 2606 2486 2116 2044 484 370 1560 771
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=9
num_cat=0
split_feature=48 2 150 48 2 4 12 13
split_gain=5.03645e-05 8.37298e-05 4.74503e-05 7.38862e-05 8.30018e-05 5.33563e-05 7.70602e-05 7.34506e-05
threshold=0.11951500000000001 0.11510000000000002 0.087170000000000011 0.083985000000000018 0.10097500000000002 0.15285000000000001 1.0000000180025095e-35 -0.072309999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00028108986366639295 -0.00042165150679688814 0.00047615744924971171 -0.00034364824860973068 0.00047651124859876776 -0.00045226146679141317 0.0004752425853716849 8.4483209424711497e-05 -0.00066440760846296339
leaf_weight=0.0016340553334990237 0.0010170469490872044 0.001429873666039712 0.0015759977897560869 0.0011994069793693392 0.0015251408826189895 0.0010035107589452907 0.0010016522235268797 0.0010124910900031169
leaf_count=166 114 379 240 336 275 132 712 767
internal_value=0 3.5558e-05 -3.48155e-05 3.11692e-05 -5.53063e-05 7.4842e-05 -3.52962e-05 -0.000291977
internal_weight=0 0.0103821 0.00895226 0.00737626 0.00617685 0.00465171 0.0036482 0.00201414
internal_count=3121 3007 2628 2388 2052 1777 1645 1479
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=10
num_cat=0
split_feature=484 48 4 16 16 43 2 16 0
split_gain=0.000241625 9.58488e-05 0.000140502 5.86357e-05 0.000120235 0.000115957 0.000114784 4.55628e-05 1.32072e-05
threshold=-1.0000000180025095e-35 0.12230500000000001 0.27834500000000006 -0.014034999999999997 0.15273500000000004 -0.17390999999999998 0.092755000000000018 -0.15241499999999997 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 -4
right_child=1 -3 8 4 5 -7 -8 -9 -10
leaf_value=-0.00090777920434464727 0.00037863645375952167 -0.00051065279564959135 0.00074188496607556986 0.00058810699998613483 0.00044150579071025489 -0.00037637347172942987 -0.00057011117839422863 -0.00014850979765583064 0.0004254668758285296
leaf_weight=0.001072452139012939 0.0011986779023874065 0.0010163778186876712 0.0010156823730639777 0.0016420710955244245 0.0010511395964646901 0.0018211616662574923 0.0015966452215227327 0.0013296569598386485 0.0010129685028830845
leaf_count=515 101 87 119 446 40 361 379 892 181
internal_value=0 6.47e-05 0.000119516 1.04743e-05 0.000164887 -7.70646e-05 -0.000158515 0.000101409 0.000583888
internal_weight=0 0.0116844 0.010668 0.00863935 0.00451437 0.0028723 0.00412498 0.00252833 0.00202865
internal_count=3121 2606 2519 2219 847 401 1372 993 300
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=9
num_cat=0
split_feature=4 16 52 16 3 1 13 3
split_gain=4.2686e-05 4.19522e-05 4.95307e-05 8.0558e-05 0.000117525 0.00014049 8.75694e-05 3.58765e-05
threshold=0.27834500000000006 -0.27167499999999994 0.10744000000000002 0.26676500000000009 0.090900000000000009 0.095025000000000012 -0.0090849999999999976 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -2
right_child=7 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00040169298769222086 -1.4336399324378061e-05 -2.019653403002281e-05 0.00033023436478845449 -0.00055459354471482927 0.0004642880964371375 0.00038681842075421314 -0.00076836287427970113 0.00046701220242694055
leaf_weight=0.0012557065630033719 0.0011922223670692844 0.0010628955611672339 0.0013217341801150294 0.0011579097294143418 0.0015749209225428482 0.0011518417711725072 0.0013855012696156121 0.0011890601992535646
leaf_count=175 83 1017 427 345 132 208 477 257
internal_value=0 -6.95089e-05 -1.50169e-05 -8.7072e-05 1.7533e-05 -0.0001779 -0.00044357 0.000226018
internal_weight=0 0.00891051 0.0076548 0.00633307 0.00517516 0.00360024 0.0024484 0.00238128
internal_count=3121 2781 2606 2179 1834 1702 1494 340
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 3 48
split_gain=5.16198e-05 0.000109445 9.91323e-05 8.71941e-05 6.8858e-05 8.50635e-05 7.5606e-05 6.25682e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 -0.116045 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00049479311744932695 0.00041494191465894152 -0.00045419304991977142 0.00050595825297611926 0.00045480663176946572 0.00047676390339354693 1.079348888085309e-05 -0.00070779708026673242 -0.00018659559643622247
leaf_weight=0.0017427509078342023 0.0010248390465538845 0.0013089887344385044 0.0018051733602224363 0.0013135648911672872 0.0010015982463041752 0.0010826734859734606 0.0011726261568107868 0.0010538352434935616
leaf_count=736 344 708 408 129 128 91 501 76
internal_value=0 -4.61287e-05 4.33504e-05 0.000131012 1.06693e-05 -9.03192e-05 -0.000362832 0.00016929
internal_weight=0 0.0104812 0.00873846 0.00742947 0.0056243 0.0046227 0.0022553 0.0023674
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 0
split_gain=3.63656e-05 5.23789e-05 3.20458e-05 7.26097e-05 3.97693e-05 7.45978e-05 2.64222e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.098289999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.012312227255253206 -0.01814085549686879 0.023050949501548162 -0.024115496626006035 0.029560408681039926 -0.012218661053916047 -0.012064773811181779 0.0080714778480686141
leaf_weight=0.0015005762571441619 0.0010049815541790961 0.0010372761532794561 0.0013938601176686658 0.0010744970397503794 0.0014615759028143494 0.0012721401760517419 0.0012239805980445531
leaf_count=201 609 322 1170 114 166 277 262
internal_value=0 0.00191962 -0.000845614 -0.00391816 0.00167627 0.00736394 0.0181172
internal_weight=0 0.00896391 0.00792663 0.00642605 0.00503219 0.00357062 0.00229848
internal_count=3121 2512 2190 1989 819 653 376
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=8
num_cat=0
split_feature=50 484 42 43 3 0 2
split_gain=2.95616e-05 4.26681e-05 3.04259e-05 4.24068e-05 4.24851e-05 8.84487e-05 5.24477e-05
threshold=0.079410000000000008 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.116045 -0.10096999999999999 0.10882500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.014982086566555586 -0.016380873749006052 0.020857052371801989 0.015879558341927249 0.01267763660118711 0.013733411406660812 -0.032446407674448501 -0.015082216071361319
leaf_weight=0.001264146950387385 0.001001839259940439 0.0010320403540651233 0.001643303729258104 0.0013291305063744766 0.0015193569167740108 0.0010662476975301653 0.0010810738798655416
leaf_count=658 609 322 558 164 133 569 108
internal_value=0 0.00173424 -0.000762892 0.00194457 -0.00263915 -0.00819132 0.00175393
internal_weight=0 0.0089353 0.00790326 0.00663911 0.00499581 0.00366668 0.00260043
internal_count=3121 2512 2190 1532 974 810 241
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=7
num_cat=0
split_feature=13 48 12 3 1 4
split_gain=2.64029e-05 4.1457e-05 8.93459e-05 5.82182e-05 9.61716e-05 5.31196e-05
threshold=-0.23438999999999996 -0.032929999999999994 0.092355000000000007 0.097915000000000016 0.094385000000000011 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.013052965386336211 0.016872176823973486 0.009835527409711841 -0.023853967490180716 -0.014201797215027376 0.031109459746360341 -0.017871003517316308
leaf_weight=0.0013251520979520237 0.0010142137765829428 0.0015829307630629784 0.0018362636741207821 0.0016732649685653189 0.0012447020619902665 0.0012294083903209674
leaf_count=169 161 731 868 130 325 737
internal_value=0 -0.00211325 -0.00465803 0.00149326 0.00796645 -0.00227633
internal_weight=0 0.00858078 0.00756657 0.00573031 0.00405704 0.00281234
internal_count=3121 2952 2791 1923 1793 1468
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=9
num_cat=0
split_feature=1 0 3 4 3 3 12 16
split_gain=4.94813e-05 6.54129e-05 0.00010482 9.16296e-05 3.63372e-05 0.000112919 5.7271e-05 5.04507e-05
threshold=0.094385000000000011 -0.060129999999999996 0.013900000000000001 -0.49405499999999997 -0.077774999999999983 0.083060000000000009 0.10806000000000002 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -2 -7
right_child=4 3 -4 -5 5 7 -8 -9
leaf_value=-0.00083719752239907617 -0.00040534284966863758 -0.00040076152897235639 -1.2566084416055837e-05 0.00034349179337036221 0.00065425121811424184 0.00020120281544180909 0.0002322065794800608 -0.00033780131299540101
leaf_weight=0.0010772073587243178 0.0011140002907754909 0.001023892042758115 0.0013174052941948844 0.0016787724471756284 0.0014782505769224703 0.0016507081934967766 0.0010544723434500192 0.0011210615230686227
leaf_count=1833 228 82 97 166 376 187 49 103
internal_value=0 -0.000147546 -0.000383523 6.15348e-05 0.000111223 0.000216606 -9.5319e-05 -1.68011e-05
internal_weight=0 0.00509728 0.00239461 0.00270266 0.00641849 0.00425002 0.00216847 0.00277177
internal_count=3121 2178 1930 248 943 666 277 290
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=9
num_cat=0
split_feature=13 50 15 15 51 151 1 12
split_gain=5.43941e-05 6.34844e-05 7.51684e-05 8.74702e-05 6.99436e-05 9.16325e-05 7.25525e-05 0.00010143
threshold=-0.23438999999999996 0.083090000000000011 -0.15914499999999995 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 0.086560000000000012 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=0.00034719183776830981 0.00042089271062451796 -0.00050832298173003328 -0.00052007844321831469 -0.00033380713557909622 0.00066311498873468052 0.00065922632821706947 -0.00034178950598427445 -0.00020530139749308174
leaf_weight=0.0015522402564336181 0.0014112000669993536 0.0010301565317644206 0.0013707684835853719 0.0015341744918361856 0.0010349727742475679 0.0010561158457570313 0.0014250902300054712 0.0010312184687371864
leaf_count=169 253 574 229 392 236 60 266 942
internal_value=0 -4.76041e-05 5.94256e-06 -7.26338e-05 2.82189e-05 0.000150357 -7.32288e-07 0.000232118
internal_weight=0 0.0098937 0.00886354 0.00745234 0.00608157 0.0045474 0.00351242 0.00208733
internal_count=3121 2952 2378 2125 1896 1504 1268 1002
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=10
num_cat=0
split_feature=484 1 52 2 16 151 0 4 4
split_gain=0.000236375 7.7731e-05 6.71414e-05 7.75719e-05 6.46471e-05 9.44879e-05 0.000157499 0.000125414 7.59091e-05
threshold=-1.0000000180025095e-35 0.13686500000000004 -0.081429999999999989 0.092120000000000021 -0.008904999999999998 -0.0083949999999999979 -0.10151999999999999 0.24564500000000003 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 -6
right_child=1 -3 4 -5 8 6 -8 -9 -10
leaf_value=-0.00090353543898180264 -1.4974341922641202e-05 0.00059461946928093725 -0.00057369470306031442 0.00072277252527128371 -0.00018815984581589364 -8.9474939297633913e-05 -0.0004838003285572026 0.00080916233565379294 0.00050871364872522181
leaf_weight=0.0010177504822697523 0.0011543471113708392 0.0010371137768488284 0.0015816932103413835 0.0010431240274092197 0.0010424760349508483 0.0013505183682032775 0.0016081515120883239 0.0010702758829300336 0.0014189419068187286
leaf_count=515 284 162 198 325 39 134 1122 95 247
internal_value=0 8.30293e-05 3.13641e-05 0.000335229 -5.13575e-05 -0.000167582 -8.14974e-06 0.000307828 0.000213569
internal_weight=0 0.0113066 0.0102695 0.00219747 0.00807206 0.00561064 0.00402895 0.00242079 0.00246142
internal_count=3121 2606 2444 609 1835 1549 1351 229 286
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=10
num_cat=0
split_feature=124 50 15 15 51 0 43 4 0
split_gain=5.17618e-05 7.76842e-05 6.38955e-05 5.16374e-05 6.90762e-05 0.000110151 8.27479e-05 7.11868e-05 8.73539e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.18113999999999997 -0.14035499999999998 -0.055319999999999994 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 8 -8
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=0.00041340261020120125 0.0004406616424541261 -0.00053752963661104103 -0.00032568988412864328 -0.00029438959155063073 0.00067879063416228938 0.00048947231353960478 0.0004685403033312189 -0.00055043106322750569 -0.00032853485226164337
leaf_weight=0.0010383404316588888 0.0011692403080961972 0.001107068573899638 0.0019897032520571943 0.0018680680658023849 0.0011589897266453073 0.0010026026720716145 0.0010258446622332311 0.0011373555366933495 0.0010906160183224295
leaf_count=259 152 579 284 465 65 163 668 429 57
internal_value=0 -4.3642e-05 8.71822e-06 -4.57448e-05 3.07307e-05 0.000142882 -3.04138e-06 -0.0001548 5.7806e-05
internal_weight=0 0.0115495 0.0104424 0.00927318 0.00728348 0.00541541 0.00425642 0.00325382 0.00211646
internal_count=3121 2862 2283 2131 1847 1382 1317 1154 725
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=8
num_cat=0
split_feature=50 4 16 0 16 4 52
split_gain=2.55493e-05 3.86447e-05 4.28688e-05 4.45155e-05 0.000107385 9.77727e-05 5.96808e-05
threshold=0.083090000000000011 0.27834500000000006 -0.27167499999999994 -0.10607499999999999 0.0039400000000000008 0.0052350000000000009 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.019798612936187173 -0.015233539058502841 0.014737278015151904 -0.0080019348895302017 -0.033141299110073567 -0.0085246960189836914 0.033268988197446094 0.020680078280568653
leaf_weight=0.0011031866619706258 0.001000284266295978 0.0017960955511361204 0.0011487465586084971 0.0010004895780604166 0.0015107470872248738 0.0011473458593818098 0.0013034236056836965
leaf_count=174 597 315 180 1160 512 74 109
internal_value=0 0.00161215 -0.00165568 0.0016197 -0.00500209 0.0126209 0.00500191
internal_weight=0 0.00901003 0.00721394 0.00611075 0.00381466 0.00229609 0.00281417
internal_count=3121 2524 2209 2035 1781 254 621
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=8
num_cat=0
split_feature=1 4 133 52 16 47 2
split_gain=2.37217e-05 4.94639e-05 4.04187e-05 6.59254e-05 3.51026e-05 6.93665e-05 9.17022e-05
threshold=0.094825000000000007 -0.0016099999999999997 1.0000000180025095e-35 -0.0064899999999999992 -0.5315899999999999 0.092530000000000015 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6
right_child=4 -3 -4 -5 5 -7 -8
leaf_value=-0.010529034311491816 -0.011579156599159745 -0.023647664099872356 -0.014828164500004737 0.02405161310312149 0.034897788177440811 -0.0090201613332055591 -0.00078969063570698142
leaf_weight=0.0010059378977329495 0.001106825727043903 0.0011217201005733575 0.0011258554506177482 0.001219802768576816 0.0014722653803238978 0.0015091305173685751 0.0014092167000358874
leaf_count=284 97 529 727 656 392 177 259
internal_value=0 -0.00547106 0.000612335 0.00842267 0.00433607 0.00834812 0.0174445
internal_weight=0 0.00447332 0.0033516 0.00222574 0.00549744 0.00439061 0.00288148
internal_count=3121 2196 1667 940 925 828 651
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=9
num_cat=0
split_feature=4 42 49 160 16 16 1 16
split_gain=4.71744e-05 4.08633e-05 5.71914e-05 0.000133861 5.37346e-05 7.63126e-05 9.11261e-05 3.9369e-05
threshold=0.27287000000000006 0.092620000000000022 -0.0020949999999999996 0.079055000000000014 0.22339500000000004 -0.032969999999999992 0.094465000000000007 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -2
right_child=7 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00072862569830259229 1.677501807085986e-05 -0.00041703458899973065 -0.0004523414191328836 0.00019374984154233745 -0.00023078513321155746 0.00050749090671995593 0.00032852100771662153 0.0005145020262652143
leaf_weight=0.0012057784226675672 0.001343771538720026 0.0011002690914578743 0.0010577250448118062 0.0012139276450353063 0.0014441834339556101 0.0018312602495189761 0.0012579177660501102 0.0011204177870699882
leaf_count=338 112 526 895 175 279 443 113 240
internal_value=0 -6.27108e-05 -1.4045e-05 -0.000265885 9.4946e-05 0.000208384 -2.81565e-05 0.000243082
internal_weight=0 0.00911106 0.00801079 0.00241971 0.00559109 0.0041469 0.00231564 0.00246419
internal_count=3121 2769 2243 513 1730 1451 1008 352
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=9
num_cat=0
split_feature=474 160 52 0 49 4 0 13
split_gain=4.80031e-05 0.000125034 9.26142e-05 9.69805e-05 5.60299e-05 5.7304e-05 5.83157e-05 0.000102446
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 0.27834500000000006 -0.11756999999999999 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.0005223110389334163 0.00040810038380106872 0.00046448310067103907 0.00059834725262623888 -0.00057641584120943451 -0.00043387429044889595 0.00033016621024459345 0.00049857643685126787 -0.00030852033932250223
leaf_weight=0.0017137970336676073 0.0010154930424021739 0.0011406666013453791 0.0010669907450885467 0.0010347575395597275 0.0015300234692969812 0.0013794323694042449 0.0010983807827668289 0.0013451287606109595
leaf_count=736 344 154 166 44 172 209 510 786
internal_value=0 -3.87134e-05 5.77091e-05 -1.89149e-05 6.99226e-05 -1.41545e-05 -0.000133687 5.42773e-05
internal_weight=0 0.0103092 0.00859538 0.00752839 0.00649363 0.00535297 0.00397353 0.00244351
internal_count=3121 2777 2041 1875 1831 1677 1468 1296
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=8
num_cat=0
split_feature=50 484 3 2 0 0 43
split_gain=2.29737e-05 3.84972e-05 2.43842e-05 5.31142e-05 4.8628e-05 0.000115511 2.80571e-05
threshold=0.083090000000000011 0.084040000000000017 0.11296500000000002 0.11093500000000002 -0.059114999999999994 0.010870000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.024205589966293517 -0.014390564571202663 0.019633120506526963 -0.010860953165228357 0.022400586610335026 0.033607678686129162 -0.010848374410706336 -0.0030856027378036751
leaf_weight=0.0010432167589579844 0.0010047637687163316 0.0010412583557032956 0.0018530108470349825 0.0010758938603563301 0.0010246962964261133 0.0013604369392814992 0.0015842050558756142
leaf_count=1070 597 322 171 323 87 160 391
internal_value=0 0.00155382 -0.000816674 0.00224029 -0.00208691 0.00825075 -0.0114713
internal_weight=0 0.00898272 0.00794146 0.00608845 0.00501256 0.00238513 0.00262742
internal_count=3121 2524 2202 2031 1708 247 1461
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=10
num_cat=0
split_feature=48 2 3 47 3 2 12 49 43
split_gain=4.06836e-05 0.000119086 6.18327e-05 7.40345e-05 8.77546e-05 8.64016e-05 0.000115936 0.000161689 6.62277e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.085270000000000026 -0.074084999999999998 0.10097500000000002 0.084100000000000022 -0.006494999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00032490116245035644 -0.00037672934138316389 0.00054310276517816308 0.00039266823688240262 0.00062512348483538245 -0.00016353119013298124 -0.00067113296495890354 -0.00079830055496683881 0.00065034766875709182 -9.6983643987204522e-05
leaf_weight=0.0012750077754234059 0.0010336378625369772 0.0014994125828041308 0.0010608429251446208 0.0010026233712102928 0.001181864482462088 0.001297271558592163 0.0010304467148873277 0.0013410366844754801 0.0010403660734635179
leaf_count=181 114 379 66 189 111 353 1078 313 337
internal_value=0 3.05837e-05 -5.26799e-05 -0.000110516 0.000198441 -0.0002233 -9.93451e-05 0.000175031 -0.000445962
internal_weight=0 0.0107289 0.00922946 0.00816862 0.00218449 0.00598413 0.00468686 0.00261604 0.00207081
internal_count=3121 3007 2628 2562 300 2262 1909 494 1415
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=8
num_cat=0
split_feature=3 2 2 12 3 15 2
split_gain=2.55074e-05 4.26477e-05 5.21295e-05 4.71637e-05 6.1692e-05 7.50218e-05 3.19513e-05
threshold=0.13524500000000003 0.11548000000000001 0.10774000000000002 0.10345000000000001 -0.047929999999999993 -0.016799999999999995 0.08622500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.029078827343596382 0.011466610364773566 0.014923829344283268 -0.02625020146417938 0.017051792541278143 -0.009042443234997562 0.025112854972414497 -0.0057385052602796647
leaf_weight=0.0012021756484256552 0.0016130994926980063 0.0012310801679738413 0.00101246548086735 0.0010950242838937965 0.0016222869852328568 0.0010654384721247891 0.0011452407543596419
leaf_count=901 192 328 189 192 275 144 900
internal_value=0 -0.00226613 -0.00522894 -0.00175704 -0.00584751 0.00449702 -0.0176917
internal_weight=0 0.00837371 0.00714263 0.00613017 0.00503514 0.00268773 0.00234742
internal_count=3121 2929 2601 2412 2220 419 1801
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=10
num_cat=0
split_feature=484 15 11 160 51 15 3 2 16
split_gain=0.0002432 0.000121226 6.09977e-05 5.3307e-05 7.4969e-05 0.000122497 0.00013713 7.68955e-05 6.41805e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.077415000000000012 0.086870000000000017 0.012085000000000002 -0.016799999999999995 -0.07359499999999998 0.084245000000000014 -0.0034149999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -9
right_child=1 2 -4 -5 -6 7 -8 8 -10
leaf_value=-0.00090739954618376025 0.00061506645790263014 0.00032086847786644762 -0.00044194568267575784 -0.00031968511990262781 0.0005935089083517743 0.0007059740191586644 -0.00057475941150718574 -0.00030114761685984552 0.00031003111750588566
leaf_weight=0.0010463535815024303 0.00142564622271455 0.0010025270354116892 0.0010538299254707869 0.0012552954019217589 0.0010873347615547105 0.001092424827224517 0.0019084346816752597 0.0010176048683259355 0.0018828211758579868
leaf_count=515 232 324 164 209 296 430 275 529 147
internal_value=0 7.91811e-05 5.00996e-06 5.59501e-05 0.000114957 3.95862e-05 -0.000266308 0.000262596 9.56011e-05
internal_weight=0 0.0117259 0.0103003 0.00924644 0.00799115 0.00690381 0.00291096 0.00399285 0.00290043
internal_count=3121 2606 2374 2210 2001 1705 599 1106 676
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=8
num_cat=0
split_feature=16 16 160 52 151 1 3
split_gain=2.16966e-05 7.44e-05 8.44268e-05 8.08762e-05 5.08317e-05 8.16401e-05 5.19596e-05
threshold=-0.056919999999999991 -0.0007049999999999999 -0.063384999999999983 0.091275000000000009 -0.0083949999999999979 0.094385000000000011 -0.077774999999999983
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.012452051617988302 -0.029002272429138262 0.02652845669161737 -0.02080391396320929 0.013250491769762861 -0.011103064291030536 0.0036341756325854548 0.032440286484261255
leaf_weight=0.0013090079733116236 0.0010082765518520768 0.001000015196740138 0.0017407199459443037 0.0011635374577438889 0.0012024581799431663 0.0010725301772357976 0.0015046216656693623
leaf_count=207 570 219 616 68 1076 96 269
internal_value=0 -0.00478566 0.00146827 -0.00716064 0.00453115 0.010413 0.0204521
internal_weight=0 0.00491255 0.00390427 0.00290426 0.00508862 0.00377961 0.00257715
internal_count=3121 1473 903 684 1648 1441 365
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=10
num_cat=0
split_feature=159 15 1 150 15 1 133 43 151
split_gain=5.16882e-05 7.81779e-05 6.25956e-05 6.61023e-05 0.000140717 7.01384e-05 5.08109e-05 0.000121741 2.80896e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13146500000000003 0.081835000000000019 -0.037864999999999989 0.086455000000000018 0.085815000000000016 -0.077044999999999988 -0.070479999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.00038962176509847512 0.00053290670721309167 -0.00060643307794777451 0.00044746998515014466 0.0004823345981326703 0.00084413361881936018 -0.0004073595610385504 -0.00019403603369359102 -6.0617566929084596e-05 2.3441523028147483e-05
leaf_weight=0.0010872339085181053 0.0011894931644140681 0.0018820303557354669 0.0010625122497003063 0.0010020189389131715 0.0010122220927023954 0.0010501110666803295 0.0010077612671309808 0.0013141262911903263 0.0010504864385332277
leaf_count=421 225 656 88 218 116 423 281 556 137
internal_value=0 5.93539e-05 -6.89985e-07 -5.79312e-05 -0.000157965 3.45504e-05 0.000173734 0.000333051 0.00024747
internal_weight=0 0.0105708 0.00938127 0.00831876 0.00626625 0.00438422 0.00333411 0.00232635 0.00205251
internal_count=3121 2700 2475 2387 2032 1376 953 672 355
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=8
num_cat=0
split_feature=52 2 0 0 3 52 12
split_gain=2.5303e-05 4.60709e-05 4.49216e-05 5.4184e-05 5.52822e-05 3.71195e-05 4.1328e-05
threshold=0.15116000000000002 0.12198500000000001 -0.23001499999999997 -0.14794999999999997 0.10542000000000001 -0.090859999999999982 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.017851288626329165 -0.014548994906840435 0.021859569359180771 -0.024721054622901747 0.011693038966794023 0.01909643561331438 0.00095347071362169092 -0.02067803151086034
leaf_weight=0.0011055748585988576 0.0010706135934031346 0.0010076248769788918 0.0010543758974252658 0.0010231738808037286 0.001193632841255142 0.0017543569807762888 0.0017787043428422616
leaf_count=86 377 295 141 489 100 378 1255
internal_value=0 0.00172108 -0.00084434 -0.00388206 -6.07373e-05 -0.00507949 -0.00993681
internal_weight=0 0.00891744 0.00790982 0.00680424 0.00574987 0.00455624 0.00353306
internal_count=3121 2744 2449 2363 2222 2122 1633
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=10
num_cat=0
split_feature=159 15 1 52 47 13 13 49 52
split_gain=5.39272e-05 5.8133e-05 5.3137e-05 6.5734e-05 9.43148e-05 8.14023e-05 7.27913e-05 0.000180204 5.2154e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13146500000000003 -0.092399999999999982 0.092710000000000015 -0.036034999999999991 0.0076650000000000008 -0.032624999999999994 0.08257500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -7 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00043131520025657487 0.00044328815492857546 -0.00053905614739168739 0.0003961763263888235 -0.00049517605282714246 -0.00052329787849335102 -2.8796771866510906e-05 -5.6641457178488015e-05 0.0010965423570373106 9.660897902116063e-05
leaf_weight=0.0010698910152305173 0.0011672745708018765 0.0010228507824064197 0.001041476481636155 0.0011530820168288505 0.0011469676879514766 0.0011697359854684645 0.0015569366018765075 0.0010277836378076747 0.0011372583123507051
leaf_count=421 225 561 88 531 154 117 230 459 335
internal_value=0 3.09396e-05 -2.10612e-05 -7.39599e-05 -7.8115e-06 8.99993e-05 0.000267718 0.000497526 -0.000201328
internal_weight=0 0.0104234 0.00925609 0.00821462 0.00719176 0.0060448 0.00375446 0.00219752 0.00229034
internal_count=3121 2700 2475 2387 1826 1672 806 576 866
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=10
num_cat=0
split_feature=159 15 52 16 49 2 3 1 42
split_gain=6.60633e-05 7.89277e-05 5.68787e-05 0.00010208 7.19031e-05 0.000119901 0.000151874 6.2108e-05 4.63137e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.10744000000000002 0.26676500000000009 -0.043469999999999995 0.10097500000000002 -1.0000000180025095e-35 0.097115000000000021 0.082250000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 8 -3 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00046016607037527822 0.00051815711517048284 -4.3524717487821467e-06 0.00042521170177278641 -0.00058836598313616469 4.3108345474000991e-05 -0.00057446688051501662 0.00063531785539172115 0.00061651858134616059 -0.00053555044771112694
leaf_weight=0.0011116450447472672 0.0011901156191581668 0.0013030020225764339 0.0010014449569827272 0.0012427560577689643 0.0011319974969765589 0.0015274219234089437 0.0012343187750357698 0.0011807977798781576 0.0010028916980072329
leaf_count=421 225 168 252 327 641 213 73 186 615
internal_value=0 4.17986e-05 -1.71046e-05 -6.84726e-05 1.90698e-05 -0.000118769 8.78201e-05 0.000290809 -0.000228724
internal_weight=0 0.0108147 0.00962463 0.00862319 0.00738043 0.00489663 0.00336921 0.0024838 0.00213489
internal_count=3121 2700 2475 2223 1896 1542 1329 354 1256
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 15 0 151 4
split_gain=4.98492e-05 6.01932e-05 5.71343e-05 8.386e-05 0.000202823 8.97097e-05 7.9632e-05 9.21445e-05 7.9957e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.062424999999999994 -0.056919999999999991 -0.033689999999999991 -0.15599999999999997 -0.0077149999999999988 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 -5 -8
right_child=1 -3 3 4 5 -7 8 -9 -10
leaf_value=-0.00039992425397765283 -0.00039852762149330222 0.00042892617143859492 0.00057352078213193268 -0.00051366313823946028 -0.00090880384741602431 -0.00010483369453811607 0.00075742730268890809 0.00031566783168574469 5.6045824599593871e-05
leaf_weight=0.0011073490547830909 0.0013068979427131788 0.0013197838149259017 0.0010034246940049882 0.0010003581868298639 0.0011385897563572181 0.001004249327884822 0.0013518511838646928 0.0010617852065018664 0.0011620592143110008
leaf_count=156 1540 114 177 69 219 184 389 99 174
internal_value=0 3.77899e-05 -1.93818e-05 4.47836e-05 -3.418e-05 -0.00053202 0.000198945 -8.66456e-05 0.000433213
internal_weight=0 0.010349 0.00902922 0.00772232 0.00671889 0.00214284 0.00457605 0.00206214 0.00251391
internal_count=3121 2965 2851 1311 1134 403 731 168 563
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=8
num_cat=0
split_feature=50 4 2 48 42 13 1
split_gain=2.38615e-05 3.38822e-05 5.11254e-05 5.12229e-05 5.40615e-05 6.1934e-05 3.31214e-05
threshold=0.083090000000000011 0.27834500000000006 0.11389000000000002 0.083985000000000018 0.084050000000000014 0.0076650000000000008 0.077845000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.023904706388245309 -0.014691043075645914 0.013851803414886564 -0.022232969851350082 0.017890176103141989 -0.020501701918965321 -0.015540353750515937 -0.00050095382937829711
leaf_weight=0.0012501247889738615 0.0010007182391032219 0.001802222185398987 0.0010191309653218988 0.0015196490065242513 0.0013079451277628689 0.0011420879317123262 0.001001580024194303
leaf_count=445 597 315 237 374 729 251 173
internal_value=0 0.0015826 -0.0014713 0.00192969 -0.0032289 0.00342793 0.0130488
internal_weight=0 0.00904274 0.00724052 0.00622139 0.00470174 0.00339379 0.0022517
internal_count=3121 2524 2209 1972 1598 869 618
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=10
num_cat=0
split_feature=48 2 4 2 2 12 12 47 49
split_gain=0.000105537 0.000172449 5.82799e-05 8.36965e-05 0.000147786 6.48447e-05 0.000102666 7.66246e-05 7.28156e-05
threshold=0.12474000000000002 0.11510000000000002 -0.49405499999999997 0.10672500000000001 0.097845000000000015 0.10345000000000001 0.084100000000000022 0.077555000000000013 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00046879721758612226 -0.00061195666056315223 0.00063068969463791656 -7.6129429718577171e-05 -0.00047037097627771097 0.00074924018699817777 0.00036081656428151878 -0.00056332659072427273 -0.00037524145510701686 0.00063127704192392881
leaf_weight=0.0011555125184033394 0.0010260011045059624 0.0016488947239665557 0.0011783650814284645 0.0012362985342416737 0.0010835483442591864 0.0012533556531210705 0.001511729530398462 0.0010836645100816972 0.001065076445768664
leaf_count=150 102 383 159 198 218 150 1404 85 272
internal_value=0 4.50416e-05 -5.58904e-05 8.28248e-07 8.20105e-05 -3.6662e-05 -0.000139617 5.29031e-05 0.000259713
internal_weight=0 0.0112164 0.00956755 0.00841204 0.00717574 0.00609219 0.00483884 0.00332711 0.00224344
internal_count=3121 3019 2636 2486 2288 2070 1920 516 431
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=7
num_cat=0
split_feature=1 4 133 16 3 3
split_gain=2.10753e-05 4.65996e-05 3.9423e-05 5.80281e-05 3.44699e-05 9.0251e-05
threshold=0.094385000000000011 -0.0016099999999999997 1.0000000180025095e-35 0.0039400000000000008 0.11296500000000002 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -2
right_child=4 -3 -4 -5 -6 -7
leaf_value=-0.0084892806658526943 -0.0060820567088947794 -0.022826716728863369 -0.014400905301814468 0.023938962568596622 -0.0072578069384584944 0.024879802924666641
leaf_weight=0.0010522293602101107 0.0018693900250813798 0.0011193193465116498 0.0011359727212536305 0.0011603010873449664 0.0018174908478835374 0.0018966133766844826
leaf_count=741 277 525 718 194 228 438
internal_value=0 -0.00516262 0.000742033 0.00851682 0.00405241 0.00951078
internal_weight=0 0.00446782 0.0033485 0.00221253 0.00558349 0.003766
internal_count=3121 2178 1653 935 943 715
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=10
num_cat=0
split_feature=4 48 4 15 15 48 16 3 0
split_gain=6.71635e-05 5.29283e-05 9.884e-05 8.37363e-05 8.23548e-05 0.000121756 7.1492e-05 5.91053e-05 5.61796e-05
threshold=-0.49405499999999997 0.12230500000000001 0.27834500000000006 0.084050000000000014 -0.016799999999999995 0.083985000000000018 -0.013324999999999998 -0.012304999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -4
right_child=1 -3 8 -5 6 -7 -8 -9 -10
leaf_value=-0.00045749081243249288 -0.00012004287044425766 -0.00038749839375993504 0.0007852637899051257 -0.00053203632726732018 -0.00010320190667122322 0.00024776534781119309 0.00053852735659136366 -0.00079112705965885043 0.00016151038348727995
leaf_weight=0.0011429936002266107 0.0010015577440486952 0.0010026569535914352 0.0010277316564411736 0.0010589681909541522 0.0010379795842141415 0.0017573358456108479 0.0018696897942654593 0.0010168875035862315 0.0012073048847983329
leaf_count=156 571 106 122 1027 173 419 275 77 195
internal_value=0 4.19434e-05 8.50989e-05 -1.97564e-05 6.14125e-05 -0.000129592 0.000309443 -0.000458133 0.000448329
internal_weight=0 0.0109801 0.00997746 0.00774242 0.00668345 0.00377578 0.00290767 0.00201845 0.00223504
internal_count=3121 2965 2859 2542 1515 1067 448 648 317
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=8
num_cat=0
split_feature=16 160 16 0 150 15 3
split_gain=2.09542e-05 7.17805e-05 7.21287e-05 5.50204e-05 7.80748e-05 6.4867e-05 5.38475e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.38525000000000004 -0.11756999999999999 0.081835000000000019 -0.03241999999999999 -0.012304999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 6 4 -1 -5 -3
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.020534202738744414 0.013444181667887753 -0.03910113966773144 0.007007064797836627 0.028391640901362782 0.014821109423293347 -0.0038742871791399799 -0.0079208965175810563
leaf_weight=0.0015078543970391965 0.0015117988172357886 0.0011016111931325756 0.001201118633421051 0.0014815085367613507 0.001066287640164254 0.0010752998563185836 0.0011139292338784067
leaf_count=227 520 528 284 487 102 832 141
internal_value=0 -0.0046985 -0.0127262 0.00443142 -0.00588896 0.0148218 -0.0234243
internal_weight=0 0.00492846 0.00341666 0.00513095 0.00257414 0.00255681 0.00221554
internal_count=3121 1473 953 1648 329 1319 669
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=8
num_cat=0
split_feature=2 13 2 2 150 47 12
split_gain=1.98706e-05 4.56018e-05 4.89652e-05 4.15596e-05 3.95443e-05 6.4325e-05 5.9427e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11215000000000001 0.090935000000000016 0.084120000000000014 0.092530000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.031735658614389477 0.019257278099651859 0.01485896253158062 -0.012576901899903277 -0.020016770445157303 -0.016231639519958801 -0.012422477120154495 -0.0012333174767951462
leaf_weight=0.0011536891940589541 0.0014879825934415057 0.0010328727535435962 0.0017571743910602764 0.0012492854639349947 0.0010646541131316247 0.0012349563709855111 0.0010392069915440682
leaf_count=323 200 326 393 423 201 207 1048
internal_value=0 0.00511967 -0.00242017 -0.00388338 0.00060303 0.0058317 0.0161118
internal_weight=0 0.00427803 0.00279005 0.00574179 0.00449251 0.00342785 0.0021929
internal_count=3121 919 719 2202 1779 1578 1371
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=10
num_cat=0
split_feature=474 160 52 0 49 4 1 16 3
split_gain=4.79263e-05 0.000125916 8.96983e-05 8.85842e-05 6.14815e-05 4.32402e-05 8.49978e-05 6.33584e-05 3.20114e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.081404999999999991 0.24564500000000003 0.080270000000000022 -0.5315899999999999 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 -8
right_child=-2 2 -4 -5 5 7 8 -9 -10
leaf_value=-0.00052575918686003579 0.00039271620435815896 0.00045982699350082039 0.00058258982724901289 -0.00055942057207947194 0.00029908041917893317 -0.00014637691609190587 -0.00058969767376026408 0.00053328600782686481 -0.00012940954224546536
leaf_weight=0.0017613092538692988 0.0010461398416639683 0.0011994246244542714 0.0010633340725067532 0.0010324320639469864 0.0010371093773290617 0.0010657787833735499 0.0012483009634394618 0.0010437438330786145 0.0010865233859652101
leaf_count=736 344 154 166 44 841 84 487 185 80
internal_value=0 -4.73063e-05 4.87103e-05 -2.48888e-05 5.77153e-05 -3.02728e-05 -0.000168019 0.000189905 -0.0003755
internal_weight=0 0.010538 0.00877665 0.00771331 0.00668088 0.00548146 0.00337193 0.00210952 0.00233482
internal_count=3121 2777 2041 1875 1831 1677 1408 269 567
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=7
num_cat=0
split_feature=15 150 15 47 16 4
split_gain=2.07296e-05 3.59602e-05 7.36011e-05 4.97116e-05 4.85296e-05 8.27156e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.037864999999999989 0.10783500000000001 -0.013324999999999998 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=0.011716865762858282 -0.034376860314448539 0.010118132293254029 -0.012289159109394335 -0.0048991600409711827 -0.0037115326807775476 0.03065929345118773
leaf_weight=0.0013042587469114337 0.0011603146616363104 0.0019614317684320528 0.0015208776221172452 0.001128520710380027 0.0017927554508570061 0.001148883742787624
leaf_count=253 709 397 1025 162 259 316
internal_value=0 -0.00180091 -0.00526369 -0.0198427 0.00221395 0.0097123
internal_weight=0 0.00871278 0.00675135 0.00228884 0.00446252 0.00294164
internal_count=3121 2868 2471 871 1600 575
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=10
num_cat=0
split_feature=124 48 2 47 52 52 15 0 2
split_gain=6.53387e-05 6.67265e-05 0.000169362 8.35416e-05 7.9976e-05 7.96086e-05 9.07698e-05 0.000115168 8.72218e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.11312500000000002 -0.088204999999999992 -0.046924999999999988 -0.10203999999999998 0.089620000000000019 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.00047057085989112436 -0.00063801920895122772 -0.0005311763885988346 0.00063445670717675003 0.00041451950482344267 0.00034816158013681759 -0.00064352607907501417 0.00048761528954850973 -0.00052266626425090564 -0.0002349996622976839
leaf_weight=0.0010046325976961973 0.0012065560694976699 0.0010137267598443753 0.0013821363083134962 0.0010527864700861748 0.0012884740761163489 0.0013074273176364422 0.001548389268797949 0.0013117372558990731 0.0010973176402921956
leaf_count=259 474 97 313 76 145 212 826 49 670
internal_value=0 -5.14059e-05 -3.69972e-06 -0.000103785 -0.000174103 -8.86903e-05 -0.000195601 -4.76196e-05 0.000187908
internal_weight=0 0.0112086 0.0101948 0.00881269 0.0077599 0.00655335 0.00526487 0.00395744 0.00264571
internal_count=3121 2862 2765 2452 2376 1902 1757 1545 1496
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 1 151 2
split_gain=4.97593e-05 5.41772e-05 6.28134e-05 8.50051e-05 0.000143781 0.000106019 7.78118e-05 0.000147177
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.06266999999999999 -0.056919999999999991 0.12408500000000001 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00039484299201486957 -0.00041829550340035781 0.00040461963273687635 0.00057976669464195518 -0.00024968454117800477 -0.00087945692103796826 -7.8178762102075053e-06 -7.6611948895273082e-05 0.00074362802290562106
leaf_weight=0.0011292823081867033 0.001281979059612655 0.0013521353233909529 0.0010133327958704447 0.001263122789511531 0.0010854250387311868 0.0010608586041050772 0.0017349863666627297 0.0016323217019503442
leaf_count=156 1540 114 175 148 341 64 382 201
internal_value=0 3.84693e-05 -1.61034e-05 5.00839e-05 -2.91205e-05 -0.000448626 0.000165327 0.000321004
internal_weight=0 0.0104242 0.00907203 0.00779005 0.00677671 0.00214628 0.00463043 0.00336731
internal_count=3121 2965 2851 1311 1136 405 731 583
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=7
num_cat=0
split_feature=51 2 52 0 16 4
split_gain=2.25997e-05 4.30671e-05 5.91848e-05 6.52217e-05 5.69531e-05 4.1832e-05
threshold=-0.076794999999999988 0.11018500000000002 0.084960000000000022 -0.10607499999999999 -0.074319999999999983 -0.012164999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=-0.010262529194338085 0.017359432784304969 -0.00063342658734095428 -0.019377284267799135 0.0068875404022600215 0.028707921622081745 -0.020877673343878477
leaf_weight=0.0017812823607761758 0.0018531834436336684 0.0014666579443688664 0.0015594273024997739 0.0010023781492678879 0.001205111976031296 0.0011830999038964837
leaf_count=537 236 268 806 654 199 421
internal_value=0 0.00215524 -0.0028302 0.00355904 0.0126011 -0.00814305
internal_weight=0 0.00826986 0.00559809 0.00403866 0.00267177 0.00218548
internal_count=3121 2584 2117 1311 467 1075
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=7
num_cat=0
split_feature=4 2 2 13 1 2
split_gain=2.02481e-05 4.30925e-05 4.54427e-05 6.8828e-05 7.03945e-05 3.35251e-05
threshold=0.181285 0.10855000000000002 0.093175000000000022 -0.033284999999999988 0.089175000000000018 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.021762108599172766 0.016268996096779648 0.010647875904852278 -0.021508152931237493 0.026804657440724217 -0.0074626448382906557 -0.004409801587908802
leaf_weight=0.0011217414004356671 0.001676737632384127 0.001715434897918984 0.0016218383330933446 0.0011049714800951392 0.001310450272389567 0.0014725285803098764
leaf_count=1033 216 395 477 555 198 247
internal_value=0 -0.00308236 -0.00764785 -0.0012927 0.00821345 0.00660004
internal_weight=0 0.00687444 0.005159 0.00353716 0.00241542 0.00314927
internal_count=3121 2658 2263 1786 753 463
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=10
num_cat=0
split_feature=14 48 16 474 15 2 47 4 4
split_gain=0.000230658 0.000118209 0.000117402 0.000146831 0.00014213 0.000142719 0.000121059 6.42571e-05 0.000110002
threshold=0.018475000000000002 0.12474000000000002 -0.48836499999999994 0.059400000000000008 -0.14147499999999996 0.10699500000000002 0.085270000000000026 -0.39518999999999993 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10
leaf_value=0.00064278654984714417 -0.00091263630761470767 -0.00056738535088517639 -0.00070921082629538763 0.00073437081461247039 -0.00069464901369022461 0.00065564817637375891 0.00033862728318736904 0.00021745556293149631 -0.00055531612469360172
leaf_weight=0.0014693678473029588 0.0010043397745808829 0.0010300269673437041 0.0010715947160344951 0.0010527559243706441 0.0010130505489130566 0.0012584067709433978 0.0018562079620518435 0.0016196046718641981 0.0012585028524054664
leaf_count=226 119 100 234 380 109 307 173 1203 270
internal_value=0 6.67646e-05 0.000128389 4.56042e-05 -4.41655e-05 5.7559e-05 -7.33948e-05 -0.000269943 -0.000120452
internal_weight=0 0.0116295 0.0105995 0.00913012 0.00807737 0.00700577 0.00574737 0.00389116 0.00287811
internal_count=3121 3002 2902 2676 2296 2062 1755 1582 1473
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=8
num_cat=0
split_feature=376 43 1 16 457 2 4
split_gain=2.24433e-05 5.16929e-05 6.93099e-05 6.48342e-05 5.22081e-05 7.18024e-05 0.00010564
threshold=0.048375000000000008 -0.074359999999999996 0.10781 0.071345000000000006 0.045365000000000009 0.11474000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.0031412579254407971 0.014029085120037577 -0.038282749589385948 0.029284976155137463 -0.028520399372221679 0.017411871241159393 0.013984529475420391 0.00043418011281897188
leaf_weight=0.0016513871408389332 0.0010180668638278571 0.0011986930674646944 0.0010971022798150097 0.0011141354506888149 0.0010993308791726886 0.0011512373731631127 0.0017101873982493649
leaf_count=949 166 1013 170 298 119 210 196
internal_value=0 -0.0016338 0.00980218 -0.00664395 -0.00191994 -0.00715428 -0.0155203
internal_weight=0 0.00902207 0.00274849 0.00627358 0.00515945 0.00406012 0.00290888
internal_count=3121 2955 1119 1836 1538 1419 1209
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=9
num_cat=0
split_feature=47 4 4 52 2 15 16 4
split_gain=2.15166e-05 5.32776e-05 5.79954e-05 5.877e-05 8.94793e-05 5.32146e-05 3.81614e-05 1.82764e-05
threshold=0.12431000000000002 0.24564500000000003 -0.0016099999999999997 -0.087769999999999987 0.10097500000000002 -0.43375999999999998 -0.074319999999999983 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -3 -4 -5
right_child=-2 5 6 4 -6 -7 -8 -9
leaf_value=-0.017517406065447935 -0.013904252038773136 -0.0031506773721325914 -0.030727725671007556 0.012777193148294223 -0.012424619819713288 0.025876637529262277 -0.0041838365807578088 0.031571268937238425
leaf_weight=0.001016497692251506 0.0010071804162351062 0.001093452289608346 0.0010217994352171057 0.001004824055289554 0.0011403716806667628 0.0014951334268342919 0.0011525418033661722 0.0010667332068264518
leaf_count=500 91 169 292 111 195 233 316 1214
internal_value=0 0.0015088 -0.00338568 0.00343907 0.0100713 0.0136151 -0.0166577 0.0224551
internal_weight=0 0.00899135 0.00640277 0.00422843 0.00321193 0.00258859 0.00217434 0.00207156
internal_count=3121 3030 2628 2020 1520 402 608 1325
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=8
num_cat=0
split_feature=150 150 0 16 16 12 16
split_gain=2.17245e-05 4.99531e-05 4.77213e-05 6.97278e-05 6.51217e-05 8.2565e-05 3.84955e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 0.09141500000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.027300437925908319 -0.013529949344019417 0.020617685710045311 0.019417332465367212 -0.034432921136260286 0.013766439241406256 0.0041815670897181936 -0.0016745504683581829
leaf_weight=0.0010638497423097722 0.0010658299069048098 0.0011931488700796175 0.0018728752421432173 0.0010901886915384974 0.0012445895576722382 0.0011252744544365592 0.0013056610936165534
leaf_count=151 124 296 1220 547 293 303 187
internal_value=0 0.00157796 -0.0013714 0.00387533 -0.00453733 -0.0148199 -0.0131799
internal_weight=0 0.00889559 0.00770244 0.00533293 0.00346005 0.00221546 0.00236951
internal_count=3121 2997 2701 2363 1143 850 338
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=8
num_cat=0
split_feature=42 43 0 16 2 2 1
split_gain=2.15237e-05 4.10224e-05 7.25596e-05 3.50805e-05 2.78684e-05 3.78984e-05 3.29321e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 0.071345000000000006 0.116525 0.093175000000000022 0.091900000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.011251977276223873 -0.0042375282564621509 0.01706557707522896 0.031373617969152966 -0.017256940425241174 0.015511930068441411 -0.015583794945229202 -0.0063110053642936332
leaf_weight=0.0014595808995630415 0.0011597395243189115 0.0011723064651487343 0.0011293326083547778 0.0012560864782912946 0.0010976015506576949 0.0014109646158203537 0.0012401556370550647
leaf_count=862 847 465 194 218 200 193 142
internal_value=0 0.0018967 0.0133315 -0.00234074 0.0014666 -0.00256543 0.00504856
internal_weight=0 0.00846619 0.00228907 0.00617711 0.00492103 0.00382343 0.00241246
internal_count=3121 2259 1041 1218 1000 800 607
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=7
num_cat=0
split_feature=13 3 12 4 15 13
split_gain=2.20688e-05 4.16244e-05 7.51364e-05 8.1869e-05 6.12638e-05 4.29809e-05
threshold=-0.23438999999999996 0.076840000000000006 0.084100000000000022 0.09173000000000002 -0.074054999999999996 0.016935000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2
right_child=1 4 3 -5 -6 -7
leaf_value=0.011880672698392514 0.027768336550037555 0.0019738841827002356 -0.024109347595264653 0.0076747013781594906 -0.027295803476626124 0.00075311377482430262
leaf_weight=0.0013440493739852394 0.0014019522622799748 0.0015291129261549852 0.00149119812736374 0.0017750904257508363 0.0013433104923297398 0.0010155116120537239
leaf_count=169 527 113 1835 209 159 109
internal_value=0 -0.00190299 0.0030554 -0.00683605 -0.0117143 0.01642
internal_weight=0 0.00855618 0.00568375 0.00326629 0.00287242 0.00241746
internal_count=3121 2952 2680 2044 272 636
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=8
num_cat=0
split_feature=52 2 52 0 4 2 0
split_gain=2.04445e-05 5.20436e-05 3.82097e-05 3.86358e-05 5.05749e-05 7.35641e-05 4.05605e-05
threshold=-0.081429999999999989 0.088930000000000023 -0.0064899999999999992 -0.14001499999999997 0.25615500000000008 0.10097500000000002 -0.057069999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5
right_child=2 -3 3 4 -6 -7 -8
leaf_value=-0.0065527749285115332 -0.017193255044512131 0.024155782417156602 0.013669088475203829 -0.00034719143845220846 -0.022324782358651415 -0.017619918338820272 0.026969115628132558
leaf_weight=0.001129862277456835 0.0014334585302247273 0.0010788541881827807 0.0017193923044929284 0.0011000962257883273 0.0011242735221830289 0.0012089107846135353 0.0010745063307242703
leaf_count=316 438 455 234 1179 214 218 67
internal_value=0 0.00844691 -0.00247327 0.000915181 -0.00394951 0.00215623 0.0131502
internal_weight=0 0.00220872 0.00766064 0.00622718 0.00450779 0.00338351 0.0021746
internal_count=3121 771 2350 1912 1678 1464 1246
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=7
num_cat=0
split_feature=151 4 52 13 47 0
split_gain=2.09989e-05 6.60797e-05 5.36971e-05 7.66933e-05 4.71443e-05 5.03784e-05
threshold=-0.083274999999999988 0.27287000000000006 0.11434500000000002 -0.084034999999999985 0.092165000000000011 -0.11242999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.012144172566579112 0.01817376160563474 0.019553384281893134 -0.023956668962744076 0.0020385171470840686 0.011610856512836869 -0.02400055933221534
leaf_weight=0.0012484801957244511 0.0018133636439836461 0.001675434074616497 0.0010045427077500528 0.0012977564698327094 0.0010617869469222592 0.0017381591835649076
leaf_count=369 529 309 412 145 137 1220
internal_value=0 0.00173524 -0.00258154 0.00105101 -0.00652635 -0.0128697
internal_weight=0 0.00859104 0.00691561 0.00591107 0.0040977 0.00303592
internal_count=3121 2752 2443 2031 1502 1365
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=7
num_cat=0
split_feature=11 43 2 43 51 12
split_gain=2.01745e-05 4.76941e-05 6.4585e-05 5.60529e-05 5.85487e-05 4.72861e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.05259500000000001 0.084745000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.027231866170005684 -0.013173603767101499 -0.01967250304639406 -0.016274361121859215 0.021331398291561783 0.013550483372818313 0.0016540671100227482
leaf_weight=0.0011889720100517439 0.0010427388367376085 0.0017752263089349093 0.0016759854364868996 0.0011994208740609691 0.0010838696879537754 0.00184338526848172
leaf_count=282 199 827 361 230 132 1090
internal_value=0 0.00153995 -0.0038236 0.00328259 -0.00456134 0.011683
internal_weight=0 0.00876686 0.0057345 0.00395928 0.00275986 0.00303236
internal_count=3121 2922 1550 723 493 1372
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 49 2
split_gain=2.01219e-05 4.85494e-05 7.81165e-05 6.60572e-05 6.43553e-05 3.85743e-05 3.28452e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.10222000000000002 0.11924500000000002 -0.00064499999999999985 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.012977372648937738 -0.021879093629887682 -0.030117085714625565 0.0052391334302188805 0.032694022578051464 0.00025004487881862084 0.0097632021402578387 -0.012586599344303888
leaf_weight=0.0010616850895367605 0.0010115417883513008 0.0013178926349239162 0.0011884021223446564 0.0011826530552347609 0.0012657116976300788 0.0016685479791492409 0.0010852036201024447
leaf_count=180 329 572 323 305 141 532 739
internal_value=0 -0.00160356 -0.0133523 0.00313534 0.0159217 -0.00517895 0.00095555
internal_weight=0 0.00871995 0.00250629 0.00621366 0.00244836 0.00376529 0.00275375
internal_count=3121 2941 895 2046 446 1600 1271
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.91325e-05 3.68378e-05 5.18384e-05 4.36675e-05 6.98507e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010676441566500928 -0.010383857890970485 0.021322645651704331 -0.0089128797568122416 -0.013359697153333787 0.02037586693785352
leaf_weight=0.0014363179045260759 0.0019056165347360677 0.001557856525155674 0.0015061658039425302 0.0015699988079726787 0.0017725647493929831
leaf_count=862 828 482 114 322 513
internal_value=0 0.00182244 0.00545317 0.000354435 0.00692136
internal_weight=0 0.0083122 0.00640659 0.00484873 0.00327873
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=7
num_cat=0
split_feature=159 160 52 2 13 15
split_gain=1.91957e-05 5.62477e-05 4.68212e-05 5.43467e-05 7.28425e-05 0.000103586
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.10613000000000002 0.0076650000000000008 -0.077844999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.021427277616981454 0.010934393710198635 -0.0046443067692412011 0.020780304500896157 -0.015812153771774924 -0.013305706227346743 0.034815516643056904
leaf_weight=0.0012448203051460228 0.0013745781086274356 0.0013733968582867696 0.0010809551422482303 0.0019007957661972509 0.0014627243679906821 0.0012902242255324729
leaf_count=684 527 299 202 384 202 823
internal_value=0 -0.00181822 0.00161586 -0.00182125 0.00462365 0.0144695
internal_weight=0 0.00835292 0.0071081 0.00602714 0.00412635 0.00266362
internal_count=3121 2594 1910 1708 1324 1122
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=10
num_cat=0
split_feature=48 2 3 47 2 3 4 4 49
split_gain=4.8814e-05 0.000128411 6.33778e-05 5.36293e-05 9.07949e-05 6.85452e-05 6.20286e-05 8.82136e-05 4.6086e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.085270000000000026 0.084245000000000014 -0.071799999999999989 -0.10429499999999998 -0.0016099999999999997 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 -6 -8 -1
right_child=-2 -3 -4 5 6 -7 7 -9 -10
leaf_value=-0.00019553265225283017 -0.00041608049574670897 0.00057549996152561872 0.00040408575062214923 0.00052380035670364854 -0.00074788154665241359 -0.00017911923271067727 0.00020420334190588554 -0.00056980289420341206 0.00037764769176785426
leaf_weight=0.0010291932909661516 0.0010132607988845828 0.0014521165988170869 0.0010296905849667979 0.0010071491689908341 0.0012901795265693366 0.0011338080687111904 0.0010586687315614644 0.0012167875355901939 0.0011330735034942728
leaf_count=127 114 379 66 202 209 98 962 389 575
internal_value=0 3.48624e-05 -5.33619e-05 -0.000113222 -0.000212187 0.000151548 -0.000404429 -0.000209692 0.000104826
internal_weight=0 0.0103507 0.00889855 0.00786886 0.0057279 0.00214096 0.00356564 0.00227546 0.00216227
internal_count=3121 3007 2628 2562 2262 300 1560 1351 702
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=9
num_cat=0
split_feature=52 52 160 160 3 1 2 3
split_gain=6.27494e-05 8.44985e-05 6.39455e-05 7.47604e-05 8.88316e-05 9.68459e-05 0.00011677 7.09244e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.079874999999999988 0.050340000000000003 -0.13309499999999996 0.11551000000000002 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.00047718823111820598 0.00043862044480568997 -0.00041053508891069013 -0.00025433990424315233 -0.00043635988927239817 3.1133153406477651e-06 0.00073428384827857311 -0.00037779868625436463 0.00069586024333483272
leaf_weight=0.0010058358747222973 0.0016834284990043672 0.0014933466596810177 0.0018384998235820857 0.0011177554286229043 0.0011063857423027183 0.0012022370631469747 0.0013000636679324959 0.001168115992919986
leaf_count=364 407 585 139 216 989 200 162 59
internal_value=0 3.46365e-05 -3.90735e-05 3.26602e-05 0.000111908 0.00025287 9.09559e-05 0.000358887
internal_weight=0 0.0109098 0.0092264 0.00773306 0.0066153 0.0047768 0.00357457 0.0022745
internal_count=3121 2757 2350 1765 1549 1410 1210 1048
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=8
num_cat=0
split_feature=15 15 13 16 16 51 0
split_gain=2.15064e-05 3.85817e-05 4.45085e-05 7.26439e-05 5.53453e-05 0.000111613 5.98196e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 -0.013324999999999998 0.081440000000000026 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.012068047509394317 -0.020272691234587067 -0.036445263634254703 0.016065651730908435 -0.026735098981804536 0.016505316043869563 0.01912342219601805 -0.0023082893369408175
leaf_weight=0.0012782669555259059 0.0010020479103135258 0.0010510751885739996 0.0014935902914825928 0.0010781033305867615 0.0017022038742790062 0.0011510283590462976 0.0010033396832004938
leaf_count=253 256 170 166 384 620 305 967
internal_value=0 -0.00184611 0.000622596 -0.00323082 0.00193256 -0.0058061 -0.0197734
internal_weight=0 0.00848139 0.00747934 0.00598575 0.00490765 0.00320544 0.00205441
internal_count=3121 2868 2612 2446 2062 1442 1137
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=9
num_cat=0
split_feature=159 1 42 13 2 160 0 3
split_gain=7.62839e-05 6.98925e-05 8.13925e-05 9.59208e-05 9.98514e-05 0.000130461 0.000127841 0.000102446
threshold=-0.032739999999999991 0.12958500000000003 0.092860000000000012 0.086705000000000018 0.098260000000000014 -0.025879999999999997 -0.10151999999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6
right_child=1 -3 -4 -5 7 6 -8 -9
leaf_value=-0.00048923214606074231 0.00031947299970402503 0.00041307402318929346 -0.00051569571007488272 0.00053691453882451158 0.00072219599154096968 -0.00010220900640973205 -0.00093015628506821872 -5.9522867182235e-05
leaf_weight=0.0011329616936136171 0.001148657009489731 0.0016806209828769758 0.0011257722947403655 0.0012912040414593488 0.001056956528224821 0.0016567839129054335 0.0012640578914410088 0.0016518776350108455
leaf_count=421 345 230 438 229 301 144 911 102
internal_value=0 4.54022e-05 -2.17969e-05 4.71064e-05 -4.61971e-05 -0.00024036 -0.000460521 0.000245495
internal_weight=0 0.0108759 0.00919531 0.00806954 0.00677833 0.0040695 0.00292084 0.00270883
internal_count=3121 2700 2470 2032 1803 1400 1055 403
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=7
num_cat=0
split_feature=1 4 3 3 3 16
split_gain=2.25608e-05 4.39104e-05 5.46577e-05 3.37982e-05 7.47836e-05 2.85582e-05
threshold=0.094825000000000007 -0.15764999999999998 0.013900000000000001 -0.13309499999999996 0.083060000000000009 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0061832914994862003 -0.010275823874235748 -0.028128054773142258 0.0015824484279009969 0.023935307108740811 0.0072326079334504943 -0.014762494191917643
leaf_weight=0.0018720015753354749 0.0012304014808053876 0.0013111784832263514 0.0011732768827448226 0.0018025033150334303 0.0012577090688600662 0.0011124275474710676
leaf_count=150 165 1946 100 471 179 110
internal_value=0 -0.00538261 -0.0140974 0.00428914 0.00858396 -0.00309083
internal_weight=0 0.00435646 0.00248446 0.00540304 0.00417264 0.00237014
internal_count=3121 2196 2046 925 760 289
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=7
num_cat=0
split_feature=48 3 150 3 1 2
split_gain=2.13606e-05 5.22335e-05 6.56902e-05 7.04616e-05 8.09901e-05 6.4818e-05
threshold=-0.032929999999999994 0.13524500000000003 0.087170000000000011 0.092670000000000016 0.077565000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.01345623321584859 -0.013826609539374824 0.01533793758724249 -0.027044249541184021 -0.023618563377969987 -0.00032087387856098346 0.027926635318713141
leaf_weight=0.0010485903099623365 0.0016589889139088558 0.0014973657800025188 0.0011547261789320133 0.0011222112785581329 0.0016816943015097686 0.001571388649480498
leaf_count=180 1462 171 226 107 604 371
internal_value=0 -0.00165333 -0.00519236 -0.00101076 0.00415421 0.013324
internal_weight=0 0.00868638 0.00718901 0.00603428 0.00491207 0.00325308
internal_count=3121 2941 2770 2544 2437 975
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=10
num_cat=0
split_feature=50 160 151 13 52 43 12 0 15
split_gain=5.53038e-05 5.37065e-05 8.11605e-05 6.85929e-05 6.33383e-05 8.64578e-05 6.27628e-05 5.6111e-05 3.72824e-05
threshold=0.083090000000000011 -0.085579999999999976 -0.083274999999999988 -0.084034999999999985 -0.07167999999999998 -0.0092949999999999994 0.095330000000000012 -0.062294999999999996 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 7 -6 -4 -5 -7
right_child=-2 2 3 4 5 8 -8 -9 -10
leaf_value=0.00046699655144659126 -0.0004046450980635541 -0.0004845995282521078 0.00058300078251623754 -0.00061313484899119927 -0.00028586611402023386 6.1161155030479197e-05 -4.599080636770614e-05 1.3148824621108722e-05 0.00056871112403706833
leaf_weight=0.0010183344904113522 0.0012036335622941747 0.0011952509678664425 0.0015198725129980106 0.0011647048522203294 0.001360367908741163 0.001011413856934768 0.0010187335485230369 0.0010421170489232101 0.0012368941485041396
leaf_count=382 597 243 431 265 513 103 68 223 296
internal_value=0 3.89459e-05 -6.70103e-06 6.16736e-05 -5.57144e-05 0.000104307 0.000330589 -0.000317388 0.000340387
internal_weight=0 0.0105677 0.00954935 0.0083541 0.0058155 0.00360868 0.00253861 0.00220682 0.00224831
internal_count=3121 2524 2142 1899 1400 912 499 488 399
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=9
num_cat=0
split_feature=4 0 1 4 47 48 15 1
split_gain=5.38048e-05 6.53038e-05 5.94122e-05 5.91268e-05 9.60515e-05 8.42034e-05 7.27858e-05 5.84633e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 -0.036839999999999991 0.086380000000000012 0.086035000000000014 -0.43375999999999998 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -6
right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=-0.00042761782675559994 -0.00040097857998728592 0.00043723042999615369 -0.00037002938451789058 8.1196274814682349e-05 -0.00052958492308939793 -0.0001471989433934961 0.00071869594819991506 8.450438254385742e-05
leaf_weight=0.0010917957473210614 0.0013989917477486066 0.0013210934237169901 0.0011559649113775444 0.001119471474753213 0.0011119028166717095 0.0011827215661593289 0.0017888695209196069 0.0012847456025392389
leaf_count=156 1560 114 441 153 149 144 310 94
internal_value=0 3.00171e-05 -2.9475e-05 3.85199e-05 0.000111314 0.000293922 0.000473311 -0.000200397
internal_weight=0 0.0103638 0.00904267 0.00764368 0.00648771 0.00409106 0.00290834 0.00239665
internal_count=3121 2965 2851 1291 850 607 463 243
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=8
num_cat=0
split_feature=47 4 12 15 16 48 52
split_gain=1.95149e-05 5.71263e-05 4.8267e-05 4.82331e-05 3.5198e-05 6.96606e-05 6.22818e-05
threshold=0.11926500000000002 0.24564500000000003 0.095330000000000012 -0.43375999999999998 -0.094359999999999986 0.016865000000000002 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.014266031149488554 -0.013171134392755156 -0.0020210102744030035 -0.022095717239557139 0.025967466352764031 -0.017367508788559013 0.024256711410803822 0.014251933432223866
leaf_weight=0.0012191745354508524 0.0010142699244596624 0.0010644492840193949 0.0011567311342173849 0.0014605995410429406 0.0015047328080741676 0.0012831197908640232 0.0010630405831126382
leaf_count=308 112 169 572 229 813 347 571
internal_value=0 0.00148156 -0.00366326 0.0141688 0.000542085 0.00523026 -0.00427728
internal_weight=0 0.00875185 0.0062268 0.00252505 0.00507007 0.00385089 0.00256777
internal_count=3121 3009 2611 398 2039 1731 1384
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=7
num_cat=0
split_feature=1 42 49 2 43 2
split_gain=2.07498e-05 4.16208e-05 5.09646e-05 6.19254e-05 3.33313e-05 5.38254e-05
threshold=0.12500000000000003 0.091465000000000005 -0.0020949999999999996 0.092235000000000025 -0.084004999999999982 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.02947348505321877 0.0098497994625626265 -0.021180685837674219 0.020360602785400791 0.0044152556726650338 -0.012013780086741796 0.012603524339397265
leaf_weight=0.0010593811868145416 0.001743212015059818 0.0010085841707160965 0.0012447152717696406 0.0010981557658122205 0.0016344868166898248 0.0019452540164449066
leaf_count=329 279 610 391 184 995 333
internal_value=0 -0.00219179 0.000551251 -0.0122246 0.00626472 0.00136342
internal_weight=0 0.00799058 0.00698199 0.00215754 0.00482446 0.00357974
internal_count=3121 2842 2232 513 1719 1328
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=8
num_cat=0
split_feature=42 49 15 52 4 1 0
split_gain=1.91962e-05 3.59373e-05 4.22267e-05 4.09343e-05 7.75336e-05 7.48684e-05 2.14736e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 -0.040804999999999994 0.070205000000000017 -0.034939999999999992 0.11061500000000002 -0.030209999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5
right_child=1 3 -4 6 5 -7 -8
leaf_value=-0.010719612904266776 0.02704940695206913 -0.030973746951166198 -0.0015314284767356649 0.018277604135794188 0.017748661464150547 -0.014269428456245715 -0.0015701348313358612
leaf_weight=0.0014328159467648762 0.0010688966162494761 0.0010746149106437763 0.001001074238593806 0.0011673522547403794 0.0013488012696598116 0.0015926596470791838 0.0010226452640747885
leaf_count=862 198 493 183 544 538 229 74
internal_value=0 0.00181716 0.0132272 -0.00198855 -0.00798585 0.000412405 0.00900947
internal_weight=0 0.00827604 0.00206997 0.00620607 0.00401608 0.00294146 0.00219
internal_count=3121 2259 381 1878 1260 767 618
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=10
num_cat=0
split_feature=457 16 48 1 0 159 52 4 13
split_gain=6.49803e-05 9.07032e-05 9.81512e-05 8.81038e-05 7.93824e-05 7.63362e-05 0.000195869 0.000214106 6.20378e-05
threshold=-1.0000000180025095e-35 -0.48836499999999994 0.083985000000000018 0.12577000000000002 -0.14116499999999996 0.076905000000000015 0.0031350000000000002 0.053180000000000012 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 7 -3 -8
right_child=1 2 4 -5 -6 -7 8 -9 -10
leaf_value=-0.00047664129528320867 0.00043756582070182329 -0.0014250146844887752 -8.4647187004093191e-05 0.00036071746597766377 0.00065528529119729037 0.00015461661954089338 0.00034971471915316751 -0.00019480609675787762 -0.00029085626030738392
leaf_weight=0.0010272060749578352 0.0018306473638708678 0.0010638771209419144 0.0010293237900038804 0.0010747672716575592 0.0012159586167582908 0.0013744493514049744 0.0011371396921328527 0.0011128895888705688 0.001189119396289931
leaf_count=255 250 745 87 146 357 296 332 133 520
internal_value=0 3.89795e-05 -4.03539e-05 -0.000155464 0.000316072 -0.000249855 -0.00037331 -0.000796061 2.22725e-05
internal_weight=0 0.0110282 0.00919752 0.00695224 0.00224528 0.00587748 0.00450303 0.00217677 0.00232626
internal_count=3121 2866 2616 2172 444 2026 1730 878 852
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=7
num_cat=0
split_feature=1 13 4 0 15 3
split_gain=2.1486e-05 5.31929e-05 3.69979e-05 7.36358e-05 4.41247e-05 5.08503e-05
threshold=0.11230000000000001 -0.0025349999999999995 -0.0016099999999999997 -0.17169499999999996 -1.0000000180025095e-35 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.020815090735730533 0.02452104933504537 -0.0028912760446671609 0.0076594213745208792 -0.024743787084523031 -0.018308370091347264 0.0093631593215095284
leaf_weight=0.0010432029311718085 0.0010983704439823123 0.0019911555881882391 0.0011752094782151445 0.0017391859478096045 0.0012356681914501857 0.0014356687177316699
leaf_count=649 319 166 107 593 621 666
internal_value=0 0.0068542 -0.0032432 -0.0116774 0.00337422 -0.00343673
internal_weight=0 0.00308953 0.00662894 0.0029144 0.00371454 0.00267134
internal_count=3121 485 2636 700 1936 1287
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 52 15 15
split_gain=6.11e-05 8.69853e-05 7.10564e-05 7.96033e-05 7.82441e-05 6.62299e-05 5.74722e-05 0.000151925
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.077655000000000016 -0.15026499999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.00045964220487415666 0.00044717467688114223 0.00043780358841771804 0.00050462522143250913 -0.00075309685362046172 0.00042899565497712814 -9.8512171149808432e-05 -0.00068816515762598141 0.00024635455604215872
leaf_weight=0.0016827240272817056 0.0010376373974858395 0.0011405161087350898 0.0010545921984715049 0.0011181639207874668 0.0010842339353994705 0.0012683573760184082 0.0010645905577959624 0.0017991130424142064
leaf_count=736 344 158 166 731 166 474 116 230
internal_value=0 -5.22167e-05 2.81607e-05 -3.90603e-05 -0.000124919 -0.000405207 4.45137e-05 -0.000101056
internal_weight=0 0.0102123 0.00852957 0.00747497 0.00633446 0.00238652 0.00394794 0.0028637
internal_count=3121 2777 2041 1875 1717 1205 512 346
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 13 3
split_gain=4.93861e-05 9.17151e-05 0.000126671 9.58178e-05 0.000108236 0.000109077 5.395e-05 2.75514e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 -0.0095349999999999983 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00043855792951638016 0.00040010153124038456 -0.00063177749148197733 0.00065671192432742941 -0.00058610914508650013 -0.00014465435828609421 0.00031320268017099624 -2.3202202870928077e-05 0.00075816959056274741
leaf_weight=0.0018587169306124524 0.0010574341702714882 0.0010029720323989661 0.0011195189773980738 0.0010958858152867266 0.0015460467244311034 0.0010549764271994178 0.001268174945949761 0.0010854281667556955
leaf_count=462 124 463 237 396 526 655 207 51
internal_value=0 -4.54184e-05 4.39901e-05 -5.32603e-05 4.4756e-05 0.000252199 -0.000291958 0.000538851
internal_weight=0 0.0100317 0.008173 0.00705348 0.0059576 0.00368645 0.00227115 0.0021404
internal_count=3121 2997 2535 2298 1902 1232 670 706
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=9
num_cat=0
split_feature=147 159 151 4 48 15 3 0
split_gain=7.24328e-05 0.000101119 0.000117868 0.000146407 0.000100852 0.000115178 6.78942e-05 6.01092e-05
threshold=0.089025000000000007 -0.032739999999999991 -0.0083949999999999979 0.27834500000000006 0.091545000000000015 -0.016799999999999995 -0.086769999999999986 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=-0.0006443225104938782 0.00047518707343946216 -0.00042667344688064845 -0.00051402585399202205 0.00081445841336176572 0.00055133187203979287 -0.0002197419899679824 0.00060852155484295337 -3.1485313623447891e-05
leaf_weight=0.0010063086450140439 0.0011019750127184711 0.0019120417231811354 0.0017378517428181476 0.0010066103169214264 0.001112429910226035 0.0015641105505843182 0.0012147427166132327 0.0010535087419150102
leaf_count=417 124 428 500 230 193 513 656 60
internal_value=0 -5.29826e-05 8.9955e-06 0.000117331 1.2322e-05 -9.53239e-05 9.45439e-05 0.000311265
internal_weight=0 0.0106076 0.0096013 0.00768925 0.00668264 0.00557021 0.00383236 0.00226825
internal_count=3121 2997 2580 2152 1922 1729 1229 716
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=7
num_cat=0
split_feature=159 160 42 43 16 0
split_gain=2.24709e-05 5.61576e-05 4.64342e-05 7.05751e-05 3.85967e-05 5.8168e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.021507144993883263 0.011757693381594256 -0.017749764478541357 0.024020607393504763 -0.0090527037920709579 -0.014585308677353854 0.01820344452008028
leaf_weight=0.0012535927216447184 0.0013859684512058353 0.0010714095912848099 0.0014564994524204249 0.0015143423389263398 0.0014728074136927038 0.0016212563570784772
leaf_count=684 527 645 384 109 299 473
internal_value=0 -0.00198694 0.00144205 0.00483243 -0.00123205 0.00504004
internal_weight=0 0.00838991 0.00713632 0.00606491 0.00460841 0.0031356
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=9
num_cat=0
split_feature=50 3 15 47 3 1 2 4
split_gain=3.9205e-05 5.00151e-05 5.07316e-05 8.10869e-05 0.000106805 7.22269e-05 5.91072e-05 3.66696e-05
threshold=0.083090000000000011 -0.15447499999999995 -0.016799999999999995 0.077555000000000013 0.090900000000000009 0.10234000000000001 0.097220000000000015 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -5
right_child=-2 2 5 7 -6 -7 -8 -9
leaf_value=0.00041758112365587746 -0.00036031351364369335 -0.00027234368736510557 -0.0002588159255204383 -0.00066861483058217703 0.00050768360397702116 0.00059567062585338601 0.00030576874625424399 -0.00015815641480746185
leaf_weight=0.0011531218788836959 0.0010765309643861942 0.0015135931226091521 0.0016122285074540955 0.0011667800576295618 0.0012179645484877146 0.0010294589579866184 0.00127808905394347 0.0010089134248285306
leaf_count=180 597 703 904 257 147 106 168 59
internal_value=0 3.35366e-05 -1.66332e-05 -0.000149487 7.54599e-05 0.000149689 -9.15841e-06 -0.000431905
internal_weight=0 0.00998015 0.00882703 0.00490725 0.00273156 0.00391978 0.00289032 0.00217569
internal_count=3121 2524 2344 1166 850 1178 1072 316
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=8
num_cat=0
split_feature=48 12 0 13 0 4 4
split_gain=2.18337e-05 4.64076e-05 6.57025e-05 5.85787e-05 5.33865e-05 6.24034e-05 9.44314e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084319999999999992 -0.019414999999999998 0.09173000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.013559557415006524 -0.0092663861909049981 -0.014939122749116258 -0.022737831851862893 0.01774485787257846 0.025405018088364803 -0.019158017658199959 0.0309775888849909
leaf_weight=0.0010535910913404946 0.0012908494521648487 0.0010286732267762333 0.0019443332302782677 0.0011744326784885073 0.0010222336222261313 0.0011935927059638068 0.0010633772997678259
leaf_count=180 234 624 271 1328 167 217 100
internal_value=0 -0.00168109 -0.00934004 0.00248407 0.0052696 -0.000532021 0.00891136
internal_weight=0 0.00871749 0.00414744 0.00220311 0.00457005 0.00354782 0.00235423
internal_count=3121 2941 2223 1952 718 551 334
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=9
num_cat=0
split_feature=48 2 3 12 48 2 52 4
split_gain=6.43123e-05 0.000111498 5.25609e-05 6.75002e-05 6.94989e-05 0.000123969 8.79315e-05 0.000144669
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.10345000000000001 0.091545000000000015 0.10097500000000002 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00060022401669364788 -0.0004745277284033689 0.00053705283358274525 0.00037033525884991677 0.00031112068953067628 0.00025454605446081913 -0.00087647719481546722 0.00037466202357079283 -0.00045383869381658445
leaf_weight=0.0011298795804026117 0.0010357260283168522 0.0014769476953051365 0.0010414014004002789 0.0012989486041625718 0.0011805817430617597 0.0010483604118601969 0.0019621041598471751 0.0013803749364394986
leaf_count=334 114 379 66 217 208 266 1199 338
internal_value=0 3.75642e-05 -4.4027e-05 -9.7965e-05 -0.00017726 -0.0002696 -0.000127343 3.25083e-05
internal_weight=0 0.0105186 0.00904165 0.00800025 0.0067013 0.00552072 0.00447236 0.00334248
internal_count=3121 3007 2628 2562 2345 2137 1871 1537
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=8
num_cat=0
split_feature=474 160 52 0 4 4 3
split_gain=5.44894e-05 0.000112913 7.5754e-05 9.41071e-05 5.96558e-05 7.45049e-05 8.64166e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 0.27834500000000006 -0.0024449999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00049764685771846453 0.0004265841478040698 0.00028101700929233084 0.00054721898033119679 -0.00056234374556267841 0.00040634782701468052 -0.00048671755553288186 0.00016232774673085687
leaf_weight=0.001752246819150839 0.0010423111387137364 0.0018335186095603767 0.0010300051622274091 0.0010570720133544764 0.0015356726942742406 0.0018749200871302726 0.001361345043653539
leaf_count=736 344 1172 166 44 222 369 68
internal_value=0 -4.35725e-05 4.79602e-05 -1.91507e-05 6.77765e-05 -3.47791e-05 -0.000213695
internal_weight=0 0.0104448 0.00869253 0.00766253 0.00660546 0.00506978 0.00323627
internal_count=3121 2777 2041 1875 1831 1609 437
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 52 15 15
split_gain=4.48617e-05 0.000102324 9.97791e-05 0.000100937 8.94575e-05 0.000107647 5.32155e-05 0.000173149
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.077655000000000016 -0.15026499999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.00046998236314565696 0.00037538031283227547 0.00048527141832356807 0.00059901492666651797 -0.00083709288828041461 0.00041446708509009585 -2.9107526175001388e-05 -0.00069588971779111235 0.0002814500361716304
leaf_weight=0.0017912215583225357 0.0010893111250071348 0.001216906424831631 0.0010912583304848291 0.0012226552081179203 0.0011206959745178081 0.0013166172386149773 0.001118735945545969 0.0018484161447694491
leaf_count=736 344 158 166 731 166 474 116 230
internal_value=0 -4.22524e-05 4.3493e-05 -3.37911e-05 -0.000129104 -0.000418151 5.0445e-05 -8.70464e-05
internal_weight=0 0.0107265 0.00893529 0.00784403 0.00662712 0.00253927 0.00408785 0.00296715
internal_count=3121 2777 2041 1875 1717 1205 512 346
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=10
num_cat=0
split_feature=48 2 13 48 12 12 1 16 1
split_gain=5.90793e-05 0.000110593 5.95554e-05 8.51035e-05 7.50712e-05 0.000102384 9.07489e-05 9.23224e-05 3.91027e-05
threshold=0.12230500000000001 0.11237500000000002 -0.13710499999999998 0.090225000000000014 0.10345000000000001 0.084100000000000022 0.086560000000000012 -0.032969999999999992 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -3
right_child=-2 8 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0004656661610003573 -0.00046270351239907859 0.00014815669386566339 0.00036102244648543642 0.0005268580685345519 0.00035366095820993224 -0.00064827266359125007 -0.00067908795455357343 0.00011542034587752236 0.00067881242748103927
leaf_weight=0.001241513387631692 0.0010195218862895988 0.0010068989018614542 0.0014524138237648953 0.0010111090646234876 0.001206056569516287 0.0013712978774458144 0.0010856533559564492 0.0011664547943459819 0.0011364348408208138
leaf_count=131 108 228 298 225 181 1455 128 138 229
internal_value=0 3.13245e-05 -6.86774e-05 -1.09644e-06 -8.60742e-05 -0.000190559 -2.11276e-05 -0.000267581 0.00042952
internal_weight=0 0.0106778 0.0085345 0.00729299 0.00628188 0.00507582 0.00370452 0.00225211 0.00214333
internal_count=3121 3013 2556 2425 2200 2019 564 266 457
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=9
num_cat=0
split_feature=52 52 160 3 160 52 3 47
split_gain=3.98322e-05 8.81586e-05 4.89066e-05 5.14902e-05 8.26792e-05 5.74237e-05 7.27895e-05 4.93007e-05
threshold=-0.23798499999999997 -0.081429999999999989 0.050340000000000003 -0.14989499999999997 -0.079874999999999988 0.096795000000000006 -0.075634999999999994 0.085770000000000027
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00037692289646712543 0.00045780423615312567 -0.00031820798396596468 -0.00043185780172701134 -0.00037178985544681313 0.00041823035048527482 0.00059100823266210688 0.00013073093236066338 -0.00043768467319070027
leaf_weight=0.0010043356875846952 0.0015844691484866369 0.0014804579367857246 0.0010974539449990451 0.0012091236100279573 0.0015444265176435333 0.0011186288376314911 0.0012833259979996802 0.0010806579590268591
leaf_count=385 386 137 216 547 823 217 315 95
internal_value=0 3.19879e-05 -4.45594e-05 1.0522e-05 8.85621e-05 0.000199288 8.71733e-05 -0.000129111
internal_weight=0 0.0103985 0.00881407 0.00771662 0.00623616 0.00502704 0.00390841 0.00236398
internal_count=3121 2736 2350 2134 1997 1450 1233 410
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=9
num_cat=0
split_feature=4 0 1 157 160 16 0 4
split_gain=5.74156e-05 0.0001019 8.40454e-05 7.37456e-05 0.000115633 7.49181e-05 0.000127494 7.83518e-05
threshold=-0.49405499999999997 0.051010000000000007 0.077565000000000009 -0.06266999999999999 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00043540611781216871 -0.00048777776305291762 0.00053581720433611005 0.0005352492697518733 -0.00061778803294920671 -0.0001491098689499359 -0.00030028277813646197 0.00089693575258153059 0.00015232475212384827
leaf_weight=0.0011008079248057941 0.0013665081847371004 0.0013605771650366917 0.0010046742957281612 0.0010931605892906581 0.0019517808017702962 0.0014728827633177875 0.0011366007628949818 0.0010408597289231244
leaf_count=156 1557 118 173 258 132 259 333 135
internal_value=0 3.54437e-05 -3.96458e-05 3.9884e-05 -3.4449e-05 7.93798e-05 0.000214804 0.000541
internal_weight=0 0.010427 0.00906647 0.00769996 0.00669528 0.00560212 0.00412924 0.00217746
internal_count=3121 2965 2847 1290 1117 859 600 468
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=8
num_cat=0
split_feature=15 15 13 16 13 2 2
split_gain=2.16915e-05 4.08218e-05 4.58868e-05 6.26111e-05 5.68199e-05 5.19292e-05 7.79269e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 -0.10664 0.084245000000000014 0.098035000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.012001402074770901 -0.020698880611054155 0.021900122436820796 0.01626461141613679 -0.02491217828601984 0.011504850514393176 -0.029846325165636352 0.0051709506925475667
leaf_weight=0.0012959736106506166 0.0010161868474690928 0.0010737598440746059 0.0015072626858319343 0.0010923246917797337 0.0013873489510719322 0.0012865004936194557 0.0012559094877871815
leaf_count=253 256 163 166 384 645 936 318
internal_value=0 -0.00187457 0.000641383 -0.00322163 0.00151366 -0.00405669 -0.0125484
internal_weight=0 0.00861929 0.00760311 0.00609584 0.00500352 0.00392976 0.00254241
internal_count=3121 2868 2612 2446 2062 1899 1254
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=9
num_cat=0
split_feature=52 0 16 160 52 16 2 3
split_gain=2.15496e-05 6.04237e-05 7.94885e-05 5.78448e-05 4.66633e-05 4.75997e-05 3.46305e-05 7.71348e-05
threshold=-0.046924999999999988 -0.14794999999999997 0.19444000000000003 -1.0000000180025095e-35 0.10347000000000002 -0.056919999999999991 0.10672500000000001 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5
right_child=3 2 -4 4 -6 -7 -8 -9
leaf_value=-0.012351275363921671 -0.02260388794470547 0.0358619412503541 -0.0031340492162682376 -0.0092929780495543176 0.019467394480889723 -0.022400275394283159 -0.011085730647700206 0.029117529268898681
leaf_weight=0.0010917937562981567 0.0012577166916340806 0.0010622132005910011 0.0010291672085561755 0.0010342462544735381 0.0011116604188287135 0.0010189745449891161 0.00121823326020171 0.0010572792729943918
leaf_count=93 743 477 383 328 204 146 193 554
internal_value=0 0.00671736 0.016672 -0.0032762 0.001192 -0.0035013 0.00231713 0.0101238
internal_weight=0 0.00318317 0.00209138 0.00669811 0.00544039 0.00432873 0.00330976 0.00209153
internal_count=3121 953 860 2168 1425 1221 1075 882
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=10
num_cat=0
split_feature=4 42 0 49 15 13 47 1 16
split_gain=6.45249e-05 9.16118e-05 6.62548e-05 0.000132805 0.000201282 0.00012328 6.46571e-05 7.74868e-05 3.23523e-05
threshold=0.27287000000000006 0.092620000000000022 -0.019414999999999998 -0.0020949999999999996 -0.074054999999999996 -0.029529999999999997 0.092530000000000015 0.091785000000000019 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -5 -2
right_child=8 -3 5 6 -6 -7 -8 -9 -10
leaf_value=3.569810980518477e-05 7.0538464113899853e-05 -0.00059293751606223134 -0.00019540570369266377 -2.5262676701253951e-05 -0.0011375762349754796 0.00065982531768529176 -0.00030278817263929773 0.00065856988272992617 0.00050069254762532753
leaf_weight=0.0012446345526110859 0.0014957809207204456 0.0011685054395139264 0.0012346627310655042 0.0014425358096958598 0.0010252360996624373 0.0013638254012623106 0.0010373647516040431 0.0011409523385186651 0.0012209352361862331
leaf_count=193 112 526 49 1241 282 186 149 143 240
internal_value=0 -7.81991e-05 -7.34744e-06 -0.000122396 -0.000494237 0.000253465 0.000110707 0.00027674 0.000263857
internal_weight=0 0.00965772 0.00848921 0.00589072 0.00226987 0.00259849 0.00362085 0.00258349 0.00271672
internal_count=3121 2769 2243 2008 475 235 1533 1384 352
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=8
num_cat=0
split_feature=13 51 160 51 49 12 4
split_gain=2.13808e-05 4.17795e-05 4.23854e-05 5.06233e-05 6.794e-05 0.000101215 6.85292e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.081969999999999987 -0.076794999999999988 -0.031119999999999998 0.092355000000000007 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.011718192937293708 0.019498092063723476 -0.017940954937548163 -0.021631842036508669 0.020089140037587556 0.02430123403171159 -0.031602238472812835 -0.0090825031059532223
leaf_weight=0.0013351298845000912 0.0010718988187782301 0.0013629114503327646 0.0010866587612317798 0.0014891738457867079 0.0010939653514512424 0.0010390153234117513 0.001404159144380216
leaf_count=169 469 363 363 220 445 482 610
internal_value=0 -0.0018889 0.00115604 -0.00206021 0.00217106 -0.00537264 0.00553672
internal_weight=0 0.00854778 0.00718487 0.00611297 0.00502631 0.00353714 0.00249812
internal_count=3121 2952 2589 2120 1757 1537 1055
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=10
num_cat=0
split_feature=124 52 52 160 2 0 4 15 1
split_gain=0.000103943 8.41529e-05 0.000119886 7.35118e-05 8.11686e-05 0.000121139 0.000114536 7.20642e-05 4.1734e-05
threshold=-0.043384999999999993 -0.24164999999999998 -0.081429999999999989 0.050340000000000003 0.11237500000000002 0.089620000000000019 -0.0016099999999999997 -0.091184999999999988 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -6 -8
right_child=1 2 3 -5 7 -7 8 -9 -10
leaf_value=0.00057540439390080982 -0.00060134634438559285 0.00048976223565510928 0.00045436852034865042 -0.000555954053144839 -6.4169406251855915e-05 -0.00070174845476791959 -0.00042619486275882274 0.00061946530621867296 7.1527538398237825e-05
leaf_weight=0.0010834269661983689 0.0010069677430770392 0.0015803963000598125 0.0014064856999709465 0.0011627777250035392 0.0011952440883774415 0.0012271410630475543 0.0016793684925683868 0.0011762329657850545 0.001054343500487602
leaf_count=259 361 311 1224 189 149 54 343 167 64
internal_value=0 -5.99216e-05 -7.90883e-06 -9.62658e-05 -2.71964e-05 -0.000160676 -3.04527e-07 0.000274908 -0.000234232
internal_weight=0 0.011489 0.010482 0.00890159 0.00773882 0.00536734 0.0041402 0.00237148 0.00273371
internal_count=3121 2862 2501 2190 2001 1685 1631 316 407
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=8
num_cat=0
split_feature=15 1 12 2 12 1 2
split_gain=2.51833e-05 4.07376e-05 5.30478e-05 6.0377e-05 5.38266e-05 5.73727e-05 4.44093e-05
threshold=-0.24436499999999997 0.12811000000000003 0.098810000000000023 0.073895000000000002 0.09141500000000001 0.10124500000000002 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.012952388623050443 -0.020885881252775223 0.014721110512170774 -0.025597924081524972 0.0016748228826033115 0.023702045769972008 0.017301916826114167 -0.023486300163837619
leaf_weight=0.0012946074203322973 0.0012658314033991598 0.001244791081371965 0.0010546128771179242 0.0016053165223885541 0.0010488420360605898 0.001130499606627324 0.0012459031496168662
leaf_count=253 532 117 397 1022 365 184 251
internal_value=0 -0.00200827 -0.00484116 -0.00136452 0.00354761 -0.00176136 -0.00931988
internal_weight=0 0.0085958 0.00735101 0.00629639 0.00503056 0.00398172 0.00285122
internal_count=3121 2868 2751 2354 1822 1457 1273
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=11
num_cat=0
split_feature=484 15 15 15 3 150 16 4 2 1
split_gain=0.00020432 6.63671e-05 9.05508e-05 6.98636e-05 0.000132599 0.000124697 0.00010204 0.00013852 0.000126445 3.7815e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.03241999999999999 -0.074084999999999998 0.083095000000000016 -0.014034999999999997 -0.49405499999999997 0.097220000000000015 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 9 -8 -9 -5
right_child=1 2 3 6 5 -7 7 8 -10 -11
leaf_value=-0.00084559231069880722 0.00048053950048026751 -0.00054151759623275071 0.00086087678219669576 -0.00013951458305652852 -0.00044330490160105125 0.00047751665387354682 -0.00047443606280719381 2.3851182127268063e-05 0.00090754909492760355 -0.00067514244125040849
leaf_weight=0.0010186869533677688 0.0013423158548308009 0.0010065316545404311 0.001099288786325721 0.0010154042896545108 0.0010980725545167323 0.0011655829795234052 0.0010032423436159218 0.0015261301737145654 0.0010513982141618573 0.0010116213311124028
leaf_count=515 232 185 347 669 196 150 127 273 124 303
internal_value=0 7.12134e-05 1.61438e-05 7.87143e-05 0.000302163 3.0837e-05 -5.52857e-05 0.000143718 0.00038432 -0.000406829
internal_weight=0 0.0113196 0.00997727 0.00897074 0.00336294 0.00226366 0.0056078 0.00358077 0.00257753 0.00202703
internal_count=3121 2606 2374 2189 693 346 1496 524 397 972
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=9
num_cat=0
split_feature=48 2 51 2 48 15 3 12
split_gain=7.36702e-05 0.000116354 5.65698e-05 6.23861e-05 9.81943e-05 0.000108987 0.000146694 5.56848e-05
threshold=0.12230500000000001 0.11510000000000002 0.08955500000000001 -1.0000000180025095e-35 0.083985000000000018 -0.016799999999999995 0.10542000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00038265274589893174 -0.00051048418602350992 0.00053472638777717562 -0.00048072087563590522 -0.00058136905547824015 0.00039372868466045245 -3.8504618975759426e-06 0.00062514511492283136 -0.00056910574643540771
leaf_weight=0.0014336809618307423 0.0010246621946286135 0.0015636459823037312 0.0010118312930699263 0.0017935616178679672 0.0014256874710435741 0.0016575257925278298 0.001058958812121702 0.0011247119393113423
leaf_count=182 108 380 292 518 295 239 41 1066
internal_value=0 3.90682e-05 -4.24632e-05 9.74267e-06 -6.59798e-05 -0.000182294 4.04579e-06 -0.000232353
internal_weight=0 0.0110696 0.00950596 0.00849413 0.00706045 0.00563476 0.0038412 0.00278224
internal_count=3121 3013 2633 2341 2159 1864 1346 1305
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=8
num_cat=0
split_feature=376 133 43 47 4 16 4
split_gain=2.23835e-05 5.64111e-05 6.35011e-05 5.75733e-05 0.000128809 5.4919e-05 4.39717e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 0.092530000000000015 -0.062539999999999984 -0.008904999999999998 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.016708801823823994 0.014126609720224613 -0.023291550392063015 -0.029410976833889543 -0.025058991561628607 -0.010064778762707548 0.02955215166197275 0.015372343340557313
leaf_weight=0.0019909824163236289 0.0010006763392360696 0.0010609209411165015 0.0010983679911149911 0.0010595892755863303 0.001411227687211602 0.0010035759176237023 0.0013107768853745255
leaf_count=476 166 1026 704 155 238 196 160
internal_value=0 -0.00164469 0.00127176 -0.00395212 0.000684039 0.00955659 0.00218443
internal_weight=0 0.00893544 0.00787452 0.00588354 0.00482395 0.00372558 0.002722
internal_count=3121 2955 1929 1453 1298 594 398
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=8
num_cat=0
split_feature=3 3 39 15 3 2 0
split_gain=2.18513e-05 4.07021e-05 6.38016e-05 5.54979e-05 8.50952e-05 5.78309e-05 5.7471e-05
threshold=0.13524500000000003 0.10893000000000001 0.085220000000000004 -0.022504999999999997 -0.10519499999999998 0.090675000000000019 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6
right_child=-2 -3 -4 5 6 -7 -8
leaf_value=0.024131471796198581 0.010667033396149474 -0.020876117755673947 0.022745683026697064 0.00057130690921455623 0.0088969332356638193 -0.028504690952963898 -0.024471083114937356
leaf_weight=0.00138890854156218 0.0015952857490242759 0.001014675174555224 0.0010955366889430695 0.0013581762362574023 0.0010265338605864875 0.0013781896152184434 0.0010381905117422701
leaf_count=133 192 72 300 1081 117 476 750
internal_value=0 -0.00211186 0.000501481 -0.00343541 0.00499293 -0.014073 -0.00788127
internal_weight=0 0.00830021 0.00728554 0.00619 0.00345363 0.00273637 0.00206472
internal_count=3121 2929 2857 2557 1000 1557 867
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=7
num_cat=0
split_feature=42 160 151 16 12 1
split_gain=2.06961e-05 2.70063e-05 4.74191e-05 6.51384e-05 7.9403e-05 7.04042e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 0.095175000000000023 0.10089500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.011102272392283652 -0.0085027839557739217 -0.011166243793063918 0.010353410009354131 -0.010366611276860596 -0.0079600682775117712 0.042280533765957203
leaf_weight=0.0014453214282968878 0.0019386974471901535 0.0014239830835770855 0.0015373034520549203 0.0012444415877549708 0.0010152808218330338 0.0012541512770026741
leaf_count=862 828 300 480 278 178 195
internal_value=0 0.00185115 0.00495117 0.00949485 0.0159877 0.0246977
internal_weight=0 0.00841386 0.00647516 0.00505118 0.00380674 0.00279145
internal_count=3121 2259 1431 1131 853 675
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=9
num_cat=0
split_feature=48 2 40 47 3 0 4 1
split_gain=4.89671e-05 0.000111141 8.4441e-05 0.000108237 8.06039e-05 9.09263e-05 5.76135e-05 3.20385e-05
threshold=0.12230500000000001 0.11237500000000002 -1.0000000180025095e-35 0.085270000000000026 0.090900000000000009 -0.074229999999999977 -0.04890499999999999 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -3
right_child=-2 7 3 -5 -6 6 -8 -9
leaf_value=-0.00057150712205080822 -0.00041440253321684049 0.00018590603228538951 -0.00059291991155000802 0.00041970299048734919 0.00027785617898711462 -0.00029978308888326552 0.00033638812855046809 0.00066724100272490434
leaf_weight=0.0010887604242862418 0.0010005134961613002 0.0010102950214663567 0.0018152711346212077 0.0018766299134671356 0.0014026345705931281 0.0011608495183432438 0.0010355516937594924 0.0011222382280035757
leaf_count=220 108 228 1536 281 143 264 112 229
internal_value=0 3.95521e-05 -6.21553e-05 1.39065e-05 -0.000126745 -0.000268209 1.5673e-07 0.000439207
internal_weight=0 0.0105122 0.0083797 0.00729094 0.00541431 0.00401167 0.0021964 0.00213253
internal_count=3121 3013 2556 2336 2055 1912 376 457
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=8
num_cat=0
split_feature=0 1 47 3 0 48 160
split_gain=2.31786e-05 8.65282e-05 8.66401e-05 4.85266e-05 6.78118e-05 4.33869e-05 6.80101e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 0.076840000000000006 0.12113000000000002 0.087215000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 -3
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=-0.030112966763482348 0.023856557388469275 -0.0019019591782302473 -0.020808529220251819 -0.011747664828784615 -0.0080690118816715579 -0.0062396027502074174 0.032400409933382245
leaf_weight=0.0010472126845172246 0.0018873448821958164 0.0010212327393275878 0.0012631451980017871 0.0011379378001086966 0.0010275378476709198 0.0011424591234470063 0.0013317232822446221
leaf_count=1567 317 215 204 125 131 132 430
internal_value=0 -0.00408926 0.00163775 0.00576542 0.0126023 0.00974921 0.0175125
internal_weight=0 0.00580577 0.00475856 0.00405282 0.00291488 0.00349542 0.00235296
internal_count=3121 2548 981 573 448 777 645
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=8
num_cat=0
split_feature=14 2 48 48 0 0 16
split_gain=2.34194e-05 4.93771e-05 4.71809e-05 3.39823e-05 7.24974e-05 6.26583e-05 5.97266e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.089830000000000007 0.083985000000000018 0.010870000000000003 -0.060129999999999996 -0.15241499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.014442688769739184 0.0097113895862714714 0.027498205523816432 -0.0016637726062121291 0.010589979451940509 -0.024040257828480228 0.021009216339176313 -0.022381007524345575
leaf_weight=0.0010116708126200009 0.0010652661663178931 0.0012380433192743 0.0010052845556197051 0.0014783049580067232 0.0016272828658640028 0.0011196345640433814 0.0012728144199472082
leaf_count=161 210 364 141 390 182 91 1582
internal_value=0 0.00162234 0.0144301 -0.00275533 -0.00663507 0.00155623 -0.00775921
internal_weight=0 0.00880663 0.00224333 0.0065633 0.005085 0.00345772 0.00233808
internal_count=3121 2960 505 2455 2065 1883 1792
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=8
num_cat=0
split_feature=13 0 15 47 15 48 16
split_gain=2.207e-05 4.09934e-05 4.68371e-05 4.67888e-05 7.79886e-05 0.000101711 9.81971e-05
threshold=-0.23438999999999996 -0.019414999999999998 -1.0000000180025095e-35 0.092530000000000015 0.024640000000000006 0.085875000000000021 -0.018494999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.011959928921829059 0.037872153030166847 0.025440355623869072 -0.0027896083034438385 -0.021260339984489007 -0.025205064273788214 -0.018651233748166126 -0.0031597167307286359
leaf_weight=0.0013270455249650504 0.0012025041533107626 0.001016494787781532 0.0013933001303893431 0.0015543909033172961 0.0010356692167749247 0.0011231646647134772 0.0011325967380650974
leaf_count=169 438 102 235 290 1109 281 497
internal_value=0 -0.001911 0.0091183 -0.00630532 -0.00113259 0.00607655 0.0179704
internal_weight=0 0.00845812 0.00240979 0.00604833 0.00449393 0.00345827 0.0023351
internal_count=3121 2952 337 2615 2325 1216 935
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=10
num_cat=0
split_feature=484 15 11 3 2 47 47 12 3
split_gain=0.000211713 7.2549e-05 6.83364e-05 8.80372e-05 0.000133423 0.000126216 0.00010191 9.94231e-05 9.19923e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 1.0000000180025095e-35 0.083060000000000009 0.096540000000000015 0.092165000000000011 0.077555000000000013 0.084100000000000022 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 8 -3 -5
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=-0.00086875351318921432 0.00049768127737889821 0.00015986605831586583 -0.00047485276838568375 -0.000408780340711301 0.00072020443790724877 0.00055437230324814548 -0.00067044818864179189 -0.00065309309486569916 0.00031707661437127424
leaf_weight=0.0010113943507679283 0.0013308966090530274 0.0011773790196663338 0.0010039331137220451 0.0010882266061433832 0.0015271623229684999 0.0011539136110108529 0.0010724685144494761 0.0011368309441370074 0.0017520881729662791
leaf_count=515 232 235 178 78 451 140 67 1095 130
internal_value=0 6.78331e-05 1.01169e-05 6.47727e-05 0.00023729 2.46428e-05 -0.000155473 -0.000239491 3.89747e-05
internal_weight=0 0.0112429 0.009912 0.00890807 0.00499529 0.00346812 0.00391278 0.00231421 0.00284031
internal_count=3121 2606 2374 2196 1921 1470 275 1330 208
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=8
num_cat=0
split_feature=150 150 0 2 15 15 43
split_gain=2.13466e-05 4.19985e-05 4.43099e-05 5.15123e-05 5.12824e-05 7.58584e-05 4.39356e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.10097500000000002 -0.0088349999999999974 -0.10653 -0.077319999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0029026827264718481 -0.013402924782691962 0.019167548943976584 0.0024185401928648307 -0.0085252249101671947 0.0075167329308884956 -0.036722141683125799 0.031679514094330244
leaf_weight=0.0017499591296353137 0.0010643300121153517 0.0011769863918756123 0.0010100174503033376 0.0012405030090897459 0.0014325530520242127 0.0010680229964570825 0.0010430908205035954
leaf_count=384 124 296 90 281 1180 637 129
internal_value=0 0.00159844 -0.00114257 0.00756368 -0.00788878 -0.0157204 0.0172847
internal_weight=0 0.00872113 0.00754415 0.00329361 0.00425054 0.00281798 0.00205311
internal_count=3121 2997 2701 500 2201 1021 219
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=8
num_cat=0
split_feature=3 51 484 52 15 15 4
split_gain=2.01427e-05 3.86857e-05 2.78554e-05 6.41786e-05 7.09895e-05 7.62871e-05 7.26561e-05
threshold=0.13524500000000003 0.08955500000000001 0.073690000000000019 -0.088614999999999985 -0.11713499999999999 -0.03241999999999999 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.024679429331244937 0.010291241546025436 -0.018920697677241759 0.016068035038295427 -0.018447729256547078 0.028052096357902297 0.015423798744517842 -0.019570694445866101
leaf_weight=0.001019688137188072 0.0015836336239708577 0.0011631335974364547 0.0010176697616975589 0.0011892233437214746 0.0014034825356079353 0.0012378014998100976 0.0011394561543917629
leaf_count=488 192 348 322 256 378 530 607
internal_value=0 -0.00203133 0.000772113 -0.00182674 0.00286195 0.00956487 -0.0013496
internal_weight=0 0.00817046 0.00700732 0.00598965 0.00496996 0.00378074 0.00237726
internal_count=3121 2929 2581 2259 1771 1515 1137
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=8
num_cat=0
split_feature=14 2 2 13 48 2 43
split_gain=1.83075e-05 4.95667e-05 3.40705e-05 3.33695e-05 6.42187e-05 5.07005e-05 6.73633e-05
threshold=-1.0000000180025095e-35 0.10912000000000001 0.11982500000000001 -0.13710499999999998 0.016865000000000002 0.084245000000000014 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.012752709011686356 -0.019664301495581852 0.025876812840912245 0.0011132344767663511 0.017388798759342274 0.019734126704554083 -0.021666991458610788 -0.013543037808084357
leaf_weight=0.0010127773579068746 0.0010112234264957505 0.0011888336856369951 0.0010430345641803146 0.0013964687162663074 0.0012777107094423604 0.0013688353305014089 0.0014199823011856762
leaf_count=161 121 245 271 292 372 1181 478
internal_value=0 0.0014527 0.0143039 -0.0029775 0.000111294 -0.00587929 0.00179376
internal_weight=0 0.00870609 0.00223187 0.00647422 0.005463 0.00418529 0.00281645
internal_count=3121 2960 516 2444 2323 1951 770
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=9
num_cat=0
split_feature=159 15 160 1 12 1 4 3
split_gain=4.97777e-05 6.78075e-05 6.54959e-05 6.76128e-05 9.24401e-05 0.000109448 7.51366e-05 5.7148e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.092070000000000013 0.13075500000000004 0.098810000000000023 0.086560000000000012 -0.15764999999999998 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.00040636324156739106 0.00047579907139312552 0.0006708232872188716 -0.00049031263495093787 0.0004955586354753838 -0.00052353604626521107 3.9320646488829392e-05 4.139264361348091e-05 -0.00049234571670261158
leaf_weight=0.0010719814295655555 0.0012007707912004518 0.0013987148716331588 0.0010116631608379075 0.0010808908579672243 0.0012159235745024055 0.0018648801701003389 0.0015231755196214371 0.0013328081073786247
leaf_count=421 225 71 249 83 310 544 1073 145
internal_value=0 3.69584e-05 -1.8933e-05 3.77275e-05 -2.97342e-05 6.83813e-05 0.000342702 -0.00018228
internal_weight=0 0.0106288 0.00942806 0.00841639 0.0073355 0.00611958 0.00292189 0.00319769
internal_count=3121 2700 2475 2226 2143 1833 1144 689
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=7
num_cat=0
split_feature=52 52 12 16 0 3
split_gain=1.84197e-05 3.65702e-05 4.40338e-05 8.42077e-05 7.42626e-05 5.90832e-05
threshold=0.15116000000000002 0.10024500000000001 0.097825000000000009 0.071345000000000006 -0.084044999999999995 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.017664909378705147 -0.01262046224516229 0.019370152759166179 0.013819531512699022 -0.028218943247133227 0.02311893639858955 0.0077581472727123665
leaf_weight=0.0019647390537299216 0.0010375274777015752 0.0010094849635017434 0.0016110369116973302 0.0012235150596245133 0.001167113028030152 0.0017095123427531729
leaf_count=884 377 236 379 403 674 168
internal_value=0 0.00147713 -0.000876039 -0.00477968 0.00114392 -0.00583637
internal_weight=0 0.0086854 0.00767592 0.00606488 0.00484136 0.00367425
internal_count=3121 2744 2508 2129 1726 1052
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 4 0
split_gain=4.01757e-05 5.25719e-05 4.81179e-05 5.27706e-05 8.03766e-05 4.90045e-05 5.1583e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.024429999999999997 -0.055319999999999994 0.11070500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00044379322221188794 -0.00036032189221831977 -0.0002867355366445092 -0.00022577265396891052 0.00065632440590793109 0.0005184485613955349 -0.00023138099183543632 -3.976102527826457e-05
leaf_weight=0.0010809568987808467 0.0010942458555734643 0.0019457574173341336 0.0018140553058194238 0.0010191253328073928 0.001144532886438893 0.0015698967164388721 0.0014337541388159507
leaf_count=218 597 334 491 231 779 398 73
internal_value=0 3.5396e-05 -1.40555e-05 6.19424e-05 0.000162949 4.17363e-05 0.000208035
internal_weight=0 0.0100081 0.00892712 0.00698136 0.00516731 0.00414818 0.00257829
internal_count=3121 2524 2306 1972 1481 1250 852
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 1 2
split_gain=3.98783e-05 5.8464e-05 5.81193e-05 4.64787e-05 8.81754e-05 6.32265e-05 7.32572e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 0.086560000000000012 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00046606805502462297 -0.00035488595158188782 -0.00031568867319096158 -0.00021887758745554813 0.00066976616144001275 0.00046139249646262706 -0.00030195409820505786 -0.00018436251566038097
leaf_weight=0.0010972159562067157 0.0010963264780256199 0.0019197465768505603 0.0016371756643064886 0.0010438290287977806 0.0016955217215168501 0.0014308706601143962 0.0011226256015907218
leaf_count=218 597 334 402 261 860 287 162
internal_value=0 3.91464e-05 -1.37843e-05 6.98488e-05 0.000159157 3.37192e-05 0.000204152
internal_weight=0 0.00994699 0.00884977 0.00693002 0.00529285 0.00424902 0.00281815
internal_count=3121 2524 2306 1972 1570 1309 1022
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=8
num_cat=0
split_feature=484 160 12 1 0 12 2
split_gain=1.78368e-05 5.04539e-05 4.86166e-05 6.22145e-05 6.52745e-05 0.00013448 5.07726e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 -0.15599999999999997 0.091325000000000003 0.098260000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.021517858379310379 0.011203165759091166 -0.018388604642013997 -0.017260050148435454 -0.0067921392188098756 0.050718969898314405 0.003055063545962175 0.010551727143111693
leaf_weight=0.0011119868259478177 0.0012348920877493933 0.0010696337715590106 0.0017063132670570823 0.0011014999997239483 0.0010004206620347969 0.0014497356338436587 0.0010667919650166396
leaf_count=613 394 301 1121 92 135 224 241
internal_value=0 -0.00165798 0.0013286 0.00466314 0.0134269 0.0225167 -0.00656108
internal_weight=0 0.00850638 0.0073944 0.00632476 0.00355166 0.00245016 0.00277311
internal_count=3121 2727 2114 1813 451 359 1362
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=9
num_cat=0
split_feature=474 160 42 43 49 0 3 48
split_gain=6.00021e-05 9.20347e-05 7.4298e-05 6.50171e-05 7.15751e-05 8.24891e-05 6.51709e-05 5.55503e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.0093850000000000027 -0.10151999999999999 -0.116045 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=-0.00047295037921147334 0.00043303190110870188 -0.00040776907696476506 0.00042324885005848349 0.00043012844784872403 0.0004695212918789909 -2.6399665157331113e-05 -0.00068810827502675299 -0.00017070467828716999
leaf_weight=0.0017249929941526064 0.0010484787329490637 0.0013127597589320406 0.0017954158903559208 0.0012643409348883513 0.0010061311737796603 0.0010947210279046444 0.0011989874353159353 0.0011118927354243913
leaf_count=736 344 708 408 129 128 91 501 76
internal_value=0 -5.88759e-05 2.24373e-05 9.80257e-05 -4.84661e-06 -0.000107048 -0.000372294 0.000148985
internal_weight=0 0.0105092 0.00878425 0.00747149 0.00567607 0.00466994 0.00229371 0.00237623
internal_count=3121 2777 2041 1333 925 797 592 205
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 12
split_gain=5.8749e-05 8.41187e-05 8.66947e-05 6.30415e-05 0.000116524 7.96523e-05 0.000149511 6.45113e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=9.3731366858015728e-05 -0.00045515671406409292 0.00056109120914771705 -0.00054619800972250971 0.0007721564366153723 -9.5199403291731141e-05 -0.00042103499285203673 0.00072614555696279422 -0.00047881287260661312
leaf_weight=0.0019349240090789331 0.0010278044687882645 0.0010550904907336038 0.0010772526600486805 0.0011269201994791389 0.0012628053434891526 0.0017055181687942551 0.0010407101429776855 0.001242462163377752
leaf_count=366 114 239 312 251 70 344 79 1346
internal_value=0 3.61517e-05 -2.28284e-05 4.49904e-05 0.000313819 -6.34612e-05 8.11179e-05 -0.000130152
internal_weight=0 0.0104457 0.00939059 0.00831334 0.00238973 0.00592361 0.0042181 0.00317739
internal_count=3121 3007 2768 2456 321 2135 1791 1712
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=8
num_cat=0
split_feature=14 49 2 3 52 52 2
split_gain=1.74444e-05 4.17708e-05 6.21177e-05 0.000102272 5.09471e-05 5.73092e-05 2.73881e-05
threshold=-1.0000000180025095e-35 0.065470000000000014 0.10912000000000001 -0.13309499999999996 0.084960000000000022 -0.088204999999999992 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.012470126394525483 -0.033056108049025271 0.020293518661703317 0.015842998678956766 -0.012449376488069659 -0.018234598979899496 0.023725787932581743 0.0031648959471969849
leaf_weight=0.0010116411708318779 0.0011255364110696461 0.0010321103444269871 0.0016858944929050972 0.0011688207382906514 0.0011325785850918395 0.0013985811006157884 0.0012069336158367866
leaf_count=161 187 567 356 306 670 485 389
internal_value=0 0.0013997 -0.00112682 -0.00586939 0.000366636 0.00594838 0.0142015
internal_weight=0 0.00875046 0.00771834 0.00603245 0.00490691 0.00377434 0.00260551
internal_count=3121 2960 2393 2037 1850 1180 874
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=9
num_cat=0
split_feature=474 160 52 0 0 4 4 4
split_gain=5.74947e-05 0.000105467 8.06441e-05 7.69044e-05 8.25779e-05 7.89899e-05 5.52525e-05 5.03889e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.14486500000000005 -0.019414999999999998 0.27834500000000006 0.098655000000000007 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00048700191300279168 0.00042804615519556963 -0.00025577316137860876 0.00054353665903070475 -0.00052435279050268313 0.00049176267096997996 0.00042147169427865689 -0.00050612711926728386 0.00025051197848010117
leaf_weight=0.0017362284149610276 0.0010890825207213314 0.001681899354167954 0.0010800928788528025 0.0010405933719661586 0.0013029484359289578 0.0010648229995705973 0.0013376432695736645 0.0013726021710817984
leaf_count=736 344 1164 166 44 175 177 148 167
internal_value=0 -4.50162e-05 4.13955e-05 -2.81331e-05 4.82528e-05 -5.7643e-05 -0.000173799 -2.82637e-05
internal_weight=0 0.0106168 0.0088806 0.00780051 0.00675992 0.00545697 0.00439214 0.0030545
internal_count=3121 2777 2041 1875 1831 1656 1479 1331
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=9
num_cat=0
split_feature=474 160 52 49 42 49 4 52
split_gain=5.58346e-05 0.000104432 7.70388e-05 7.46471e-05 7.4278e-05 7.79075e-05 0.000132121 6.59911e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.091735000000000025 -0.0020949999999999996 0.24564500000000003 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.00048548586013899938 0.00041730845762527103 0.0004090865309502515 0.00052860727594296352 -0.00038945124559565847 -0.00060612286894679837 -0.00034154681480382296 0.0007115038256871101 0.00025853109078553051
leaf_weight=0.0017836925461157836 0.0010703405543296034 0.0012371467834450273 0.0010669644256371289 0.0016242495229070271 0.0010065346762019207 0.0017203798705111492 0.0010640632797118163 0.0011932900583358364
leaf_count=736 344 158 166 174 378 602 141 422
internal_value=0 -5.24016e-05 3.42719e-05 -3.29548e-05 -0.000115707 -2.75918e-05 0.000120168 -9.57856e-05
internal_weight=0 0.0106963 0.00891263 0.00784566 0.00660852 0.00560198 0.00397773 0.00291367
internal_count=3121 2777 2041 1875 1717 1339 1165 1024
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=7
num_cat=0
split_feature=0 1 47 3 0 0
split_gain=1.73245e-05 6.57646e-05 6.40247e-05 5.16458e-05 5.00431e-05 4.23457e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 0.076840000000000006 0.11070500000000001 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.026348860727357495 0.022004987675977514 -0.0012887211418277085 -0.017856186399390291 -0.013129641590688712 -0.0053118234856288932 0.020983591453664876
leaf_weight=0.0010382611788432522 0.0018427533267234121 0.0019504593191883527 0.0012605640194560497 0.0011315109723106162 0.0010543351503228948 0.001518042035953186
leaf_count=1567 307 155 204 125 141 622
internal_value=0 -0.00355893 0.00144458 0.00498759 0.0120636 0.00845909
internal_weight=0 0.00576733 0.00472907 0.0040286 0.00289709 0.0034685
internal_count=3121 2548 981 573 448 777
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=9
num_cat=0
split_feature=474 160 52 49 12 4 15 3
split_gain=5.29447e-05 8.91686e-05 8.97686e-05 7.6166e-05 7.09177e-05 0.000138493 9.83443e-05 7.7775e-06
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.00045580863923371309 0.00042156844687572955 0.00042987509993536291 0.0005706564578637852 -0.00059008383031324701 -0.00031314552437013783 -8.642221615927606e-05 0.00058908422546070254 -0.00055689461941662622
leaf_weight=0.0016674233129489865 0.0010494755695323659 0.0011450016438587247 0.0010714397188483424 0.001031546156855463 0.0010048265882177238 0.0018544975733867839 0.0014978776732822293 0.0010083192450823575
leaf_count=736 344 158 166 223 569 163 190 572
internal_value=0 -4.07717e-05 3.95721e-05 -3.58747e-05 -0.000119239 -2.87164e-05 0.000215401 -0.000435232
internal_weight=0 0.0102809 0.00861351 0.00754207 0.00639707 0.00536552 0.00335238 0.00201315
internal_count=3121 2777 2041 1875 1717 1494 353 1141
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=7
num_cat=0
split_feature=49 42 1 4 12 15
split_gain=1.83986e-05 5.11974e-05 5.36934e-05 6.23258e-05 6.58176e-05 4.33129e-05
threshold=-0.006494999999999999 0.090395000000000017 0.111945 -0.0016099999999999997 0.081420000000000006 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0034185871746237636 0.029301846380637354 -0.016996548962874156 0.021744513360698811 -0.015597076201040824 -0.0034812199837480186 -0.02106660283663786
leaf_weight=0.0017702586443062605 0.0010418690509379218 0.0010925936187094537 0.0016651816792596225 0.0015191625307096365 0.0014857143864529737 0.001220580171845659
leaf_count=319 170 690 226 383 1048 285
internal_value=0 0.0028364 0.0066301 0.000410724 0.0100319 -0.00657397
internal_weight=0 0.00680452 0.00571193 0.00404675 0.00252758 0.00299084
internal_count=3121 2517 1827 1601 1218 604
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 15 1 47
split_gain=1.87396e-05 4.06015e-05 3.88201e-05 5.99916e-05 0.000100676 5.31226e-05 4.46328e-05 2.48212e-05
threshold=1.0000000180025095e-35 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.084120000000000014 -0.031204999999999997 1.0000000180025095e-35 0.10980000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -4
right_child=-2 2 7 5 -6 -7 -8 -9
leaf_value=0.020186030171552904 -0.012887708034216759 -0.007254183058008937 -0.02377026790646759 0.032742446920739882 -0.03075989279564989 0.0023615771611354389 0.02087210815371868 -0.0018347953531809146
leaf_weight=0.0010225740521385002 0.0010159827765709754 0.0011485657056188141 0.001027786093946803 0.0010144419543092224 0.0010631533589902805 0.0013302774765737418 0.0011089113888132578 0.0010356663028911522
leaf_count=171 627 1156 197 142 255 114 336 123
internal_value=0 0.00146017 -0.00101739 0.00325978 -0.00538725 0.0155058 0.00656193 -0.0127606
internal_weight=0 0.00875138 0.0077288 0.00566535 0.00332063 0.00234472 0.00225748 0.00206345
internal_count=3121 2494 2323 2003 1747 256 1492 320
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=8
num_cat=0
split_feature=52 52 157 16 52 151 2
split_gain=1.80499e-05 5.51417e-05 3.94711e-05 6.46472e-05 0.000110672 5.65576e-05 4.47022e-05
threshold=0.11434500000000002 0.091275000000000009 -0.06266999999999999 -0.056919999999999991 -0.094124999999999986 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.016272855523042747 -0.010777049495645258 0.023379876510897294 -0.016054799771228347 0.004051150468005249 -0.042351686766455704 -0.0025908334569119101 0.021625673628230636
leaf_weight=0.0010851704880871947 0.0013462698289541256 0.0010289274325436179 0.0011631195982155021 0.0010382622426292646 0.0010178662347048034 0.0014825283823481825 0.0015689795452776306
leaf_count=405 501 214 166 408 421 699 307
internal_value=0 0.00169692 -0.00133603 -0.0043833 -0.0189201 0.00270857 0.00986045
internal_weight=0 0.00838485 0.00735593 0.00627076 0.00205613 0.00421463 0.00305151
internal_count=3121 2620 2406 2001 829 1172 1006
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=9
num_cat=0
split_feature=147 151 4 47 16 16 13 3
split_gain=4.11475e-05 6.35987e-05 9.83847e-05 6.331e-05 5.78701e-05 0.000102254 4.63925e-05 8.62143e-06
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11312500000000002 -0.092484999999999984 0.16703000000000004 -0.0069799999999999992 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00036433643120869136 0.00036466535958103191 -0.00027887147705278902 0.00056184698336203054 0.00035215867376325757 0.00054571804077553816 -0.00042211732681493466 9.9525075567660328e-06 -0.00053571619675226172
leaf_weight=0.0018970339165197561 0.0010653236476259589 0.0010088719434757929 0.0011654165222945113 0.0012333208839812714 0.0010757990079585545 0.0014085703962756022 0.0014710699587346778 0.001000980734020049
leaf_count=462 124 354 237 109 957 364 419 95
internal_value=0 -4.01999e-05 3.33171e-05 -5.22491e-05 -0.00013586 1.80556e-06 0.00023626 -0.00040679
internal_weight=0 0.0102611 0.00836403 0.00719861 0.00596529 0.00395544 0.00254687 0.00200985
internal_count=3121 2997 2535 2298 2189 1740 1376 449
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 151 2 0
split_gain=4.05535e-05 6.00198e-05 5.71505e-05 6.54498e-05 0.000122896 7.78672e-05 0.000130415 5.42228e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -6
right_child=1 -3 3 4 7 6 -8 -9
leaf_value=-0.00037914829004299081 -0.0004206633897625986 0.00041980332611645991 0.00050085288915431212 -0.00027086165137248222 -0.0007567335965546272 -8.426293393727459e-05 0.00070028334488147288 -0.00011809001961939402
leaf_weight=0.0010332160823325392 0.0012354635547789589 0.0013126115407773179 0.0010023806628611243 0.001258296730641692 0.0010176085950219054 0.0016485644241946535 0.001610319555136459 0.0010269210741714861
leaf_count=156 1537 118 184 147 326 382 201 70
internal_value=0 2.86768e-05 -2.96667e-05 3.41958e-05 -3.70917e-05 0.00014344 0.000303407 -0.000435957
internal_weight=0 0.0101122 0.00879955 0.00756409 0.00656171 0.00451718 0.00325888 0.00204453
internal_count=3121 2965 2847 1310 1126 730 583 396
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=7
num_cat=0
split_feature=48 13 49 1 3 12
split_gain=1.84732e-05 4.40519e-05 0.000110051 7.77823e-05 4.81794e-05 3.85108e-05
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.111945 -0.034684999999999994 0.092355000000000007
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=0.012461281716430893 0.019106140333785299 -0.02897080900690557 -0.021982899413332549 0.018405867866791045 0.0047271605597810126 -0.0051878069741705217
leaf_weight=0.0010546656245918632 0.0015804044700818152 0.0015802846331139054 0.0013687576359323616 0.0017188944681345406 0.0013330105232256166 0.0011113630139644969
leaf_count=180 768 257 1351 240 216 109
internal_value=0 -0.0015533 -0.00632105 0.00177572 -0.00880457 0.00907578
internal_weight=0 0.00869271 0.00600095 0.00442066 0.00270177 0.00269177
internal_count=3121 2941 2064 1807 1567 877
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=10
num_cat=0
split_feature=48 48 51 151 1 1 2 3 4
split_gain=7.66875e-05 0.000158481 0.000111196 9.29564e-05 0.000114043 0.000124608 9.47761e-05 0.000146112 8.13962e-05
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 -0.016164999999999995 0.111945 0.086560000000000012 0.10097500000000002 -0.028564999999999997 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -6
right_child=-2 -3 -4 4 8 -7 -8 -9 -10
leaf_value=0.00045681061600580662 -0.0005158483545477712 0.00072452281975848658 -0.00064760214339256903 -0.00027702438794244787 -7.8552006376783571e-05 -0.00069079928669906756 -0.00045118892849323151 0.00076021795168957056 0.00069227738982800195
leaf_weight=0.0016182680279304079 0.0010333189604093242 0.0011704993213090134 0.0010324170598655048 0.0010524993728650914 0.0010295506655809694 0.0015420580034863265 0.0012150150203084709 0.0010361856486956157 0.0010782994761279431
leaf_count=398 108 245 286 952 75 514 261 80 202
internal_value=0 4.33432e-05 -3.96739e-05 3.35465e-05 -6.49571e-05 -0.000230572 -1.57528e-05 0.000237546 0.000315776
internal_weight=0 0.0107748 0.00960429 0.00857188 0.00695361 0.00484576 0.0033037 0.00208869 0.00210785
internal_count=3121 3013 2768 2482 2084 1807 1293 1032 277
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=11
num_cat=0
split_feature=124 48 48 51 484 0 3 13 12 4
split_gain=8.12148e-05 0.000101724 0.000167117 0.000125469 0.000105777 6.5643e-05 9.42488e-05 9.5548e-05 7.5256e-05 3.79914e-05
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.08955500000000001 0.084040000000000017 0.11070500000000001 -0.083924999999999986 -0.063184999999999977 0.098810000000000023 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 -9
right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.00051258339333200287 0.00070762060575446889 -0.00065870666061570646 0.00075181280067140779 -0.00074439617312373348 0.00055734417684265237 -0.00048983801080954991 -0.00063055260408792881 -0.00025246366741188463 -4.1715183400716857e-05 0.0002393657659299934
leaf_weight=0.0010238963401880607 0.0010236644627542287 0.0010075335297016893 0.0010092185470265179 0.001000046665005693 0.0010990395785795467 0.001325659029529469 0.001263427439447103 0.0010436804084795776 0.0010375705206568803 0.0014327845234770075
leaf_count=259 620 97 209 270 286 96 710 305 115 154
internal_value=0 -6.42445e-05 -5.72618e-06 -8.85934e-05 -8.86483e-06 -9.61813e-05 -6.2239e-06 -0.000191767 0.000330425 3.20894e-05
internal_weight=0 0.0112426 0.0102351 0.00922587 0.00822583 0.00712679 0.00580113 0.00373989 0.00206123 0.00247646
internal_count=3121 2862 2765 2556 2286 2000 1904 1169 735 459
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=11
num_cat=0
split_feature=484 1 12 43 43 43 3 0 0 0
split_gain=0.000198596 8.48888e-05 0.00013147 7.3009e-05 8.06194e-05 0.000120259 0.000104884 9.3919e-05 0.000102562 0.000173751
threshold=-1.0000000180025095e-35 0.13686500000000004 0.11650500000000001 -0.20207499999999998 -0.088909999999999989 -0.074359999999999996 -0.11255999999999998 -0.23091999999999999 -0.15202999999999997 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 -9 -10
right_child=1 -3 -4 4 5 6 7 8 9 -11
leaf_value=-0.00084984586406418609 0.00057064901981815645 0.00060484428754880714 -0.00066224033695772943 -0.00050354428330595994 0.0006882181282140225 0.00044290423176351798 0.00033488503069888169 -0.00073228903629029814 0.00052193816992467709 -0.00055807103461994443
leaf_weight=0.0010053697390467768 0.0010345201454915335 0.0010000359602064844 0.0010189376918815019 0.0010013052880785038 0.0010976140445784766 0.0014722744813765141 0.0011464918347927661 0.0013720251789876886 0.0010720874279630589 0.001229504141279284
leaf_count=515 116 162 94 302 448 171 73 70 150 1020
internal_value=0 5.9096e-05 6.84323e-06 7.91716e-05 1.85799e-05 8.9325e-05 -1.51432e-05 -0.000155051 -0.000307954 -5.49999e-05
internal_weight=0 0.0114448 0.0104448 0.00942582 0.0083913 0.00739 0.00629238 0.00482011 0.00367362 0.00230159
internal_count=3121 2606 2444 2350 2234 1932 1484 1313 1240 1170
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=9
num_cat=0
split_feature=52 52 160 3 160 2 13 3
split_gain=8.18288e-05 0.000119496 7.46301e-05 5.8707e-05 0.000100201 9.11564e-05 9.52694e-05 7.55853e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.14989499999999997 -0.079874999999999988 0.10613000000000002 -0.084034999999999985 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00054421720544785735 0.00051737067598446596 -0.00032658983659413767 -0.00051585620746504056 -0.00039949029789405438 0.00090160057944376013 -0.00011440205849832402 -0.00017586048554773853 0.0005432329804795188
leaf_weight=0.0010009812598641811 0.00171112002531744 0.0015270779343457717 0.0011427136252424733 0.0012474558411621666 0.0010612981335328914 0.0019809706129287215 0.0011080967649051542 0.0011403133031645469
leaf_count=364 407 137 216 547 313 303 740 94
internal_value=0 4.15382e-05 -4.68863e-05 1.95594e-05 0.000100408 0.000218275 0.000417394 0.000188838
internal_weight=0 0.010919 0.00920793 0.00806521 0.00653813 0.00529068 0.00330971 0.00224841
internal_count=3121 2757 2350 2134 1997 1450 1147 834
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=9
num_cat=0
split_feature=52 52 50 147 151 4 2 1
split_gain=7.52601e-05 0.000124728 7.69442e-05 5.7683e-05 0.000123358 8.96158e-05 0.000102961 6.24423e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.083090000000000011 0.089025000000000007 -0.0083949999999999979 0.24564500000000003 0.10097500000000002 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00052568151103476232 0.00051983940802953813 -0.00054941862909487057 -0.00054722045827749501 0.00044784359746093111 0.00043818463937389063 0.00048290153809944054 -0.00046101173436819163 -0.00017882528001291257
leaf_weight=0.0010000523073428634 0.0017282432498656472 0.0015096968692441702 0.0010744712925927326 0.0010170710606413613 0.001469143838181792 0.0015520395671242762 0.0015922051447522312 0.0011048224974976684
leaf_count=354 417 231 515 89 837 272 193 213
internal_value=0 3.60358e-05 -5.3683e-05 1.06339e-05 -5.08878e-05 8.07321e-05 -6.90896e-05 0.000173346
internal_weight=0 0.0110477 0.00931945 0.00824498 0.00722791 0.00571821 0.00416617 0.00257397
internal_count=3121 2767 2350 1835 1746 1515 1243 1050
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=9
num_cat=0
split_feature=159 15 1 52 47 16 13 15
split_gain=4.17777e-05 4.7179e-05 5.57608e-05 6.28125e-05 9.04789e-05 7.54337e-05 0.000116891 8.38704e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13146500000000003 -0.088204999999999992 0.092710000000000015 -0.0064149999999999997 -0.086589999999999986 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.00037744629505798703 0.00040280504442280604 -0.00044778817134465062 0.00041838157236137846 -0.00060909333094118939 -0.00049888873417621089 0.00041643565995285803 0.00048853348714448933 -0.0002134282599982742
leaf_weight=0.0010600362042360581 0.0011660511842872612 0.001398908582715159 0.0010123058912671632 0.0010532389837596108 0.0011277754670716254 0.0019932929661125674 0.0014147241507792051 0.0012176227199943357
leaf_count=421 225 622 88 335 153 212 261 804
internal_value=0 3.12016e-05 -1.58059e-05 -6.93708e-05 8.40178e-06 0.000109145 -5.70481e-05 0.000163833
internal_weight=0 0.0103839 0.00921787 0.00820556 0.00680665 0.00567888 0.00368559 0.00263235
internal_count=3121 2700 2475 2387 1765 1612 1400 1065
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=8
num_cat=0
split_feature=50 3 15 457 4 0 2
split_gain=5.07508e-05 5.50495e-05 0.000118636 0.000111369 7.39872e-05 7.31184e-05 7.66756e-05
threshold=0.083090000000000011 -0.13927999999999999 -0.016799999999999995 0.045365000000000009 0.24564500000000003 -0.11013499999999998 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00033254895960992933 -0.00039507729101562167 -0.0006678470126042017 0.00061172779006499797 0.00031642756421600734 -0.00010653169055980252 -0.00027982819747444709 0.00038026113891068071
leaf_weight=0.0019582197873352922 0.0011672242418625392 0.0019350862839795165 0.0012456601365728355 0.0010603430066527114 0.0016924351268479787 0.0014060787232832031 0.0013040364851640137
leaf_count=262 597 671 88 172 276 875 180
internal_value=0 3.57018e-05 -3.15491e-05 -0.000242566 -0.000405963 0.000218521 3.77895e-05
internal_weight=0 0.0106019 0.00864364 0.00468786 0.00362752 0.00395578 0.00271012
internal_count=3121 2524 2262 1119 947 1143 1055
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=5.47318e-05 0.00010337 0.00012431 7.03573e-05 0.000120654 8.54482e-05 0.000113808 5.68002e-05
threshold=0.12230500000000001 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00035968133560444467 -0.00044115096115460861 0.00059500355710703865 -0.00068076348429152347 0.00080537494273088487 -8.3143507915685625e-05 -0.00043436778534165153 0.000599020462388514 0.00015635219297116724
leaf_weight=0.001702487542648198 0.001037861069240917 0.0011169005829451293 0.0010245850716604074 0.0010980992461260353 0.0012638604276445087 0.0017533945723234023 0.0011791499702730746 0.0015822162323840027
leaf_count=1523 108 245 286 253 70 345 85 206
internal_value=0 3.04184e-05 -3.52416e-05 4.18508e-05 0.000329938 -6.75947e-05 7.64731e-05 -0.000111112
internal_weight=0 0.0107207 0.00960379 0.00857921 0.00236196 0.00621725 0.00446385 0.0032847
internal_count=3121 3013 2768 2482 323 2159 1814 1729
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=8
num_cat=0
split_feature=376 133 43 16 3 3 2
split_gain=2.08957e-05 4.41523e-05 6.54688e-05 8.59416e-05 5.65547e-05 8.08138e-05 6.00813e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.067899999999999974 -0.013324999999999998 -0.116045 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.0046161450134107216 0.013548359646740693 -0.020541281833371314 0.011137619286482164 0.03579323047861812 -0.030428644549001727 0.015542047352623038 -0.014142689407093964
leaf_weight=0.00102823399897597 0.0010090794090599981 0.0010852679342345265 0.0016503551162123029 0.0010781772528581503 0.0013881679039962503 0.0012352120047363184 0.0015218977199175244
leaf_count=270 166 1026 203 261 863 165 167
internal_value=0 -0.00162817 0.00096936 0.0160676 -0.00451806 -0.010751 -0.000843638
internal_weight=0 0.00898731 0.00790204 0.00210641 0.00579563 0.00414528 0.00275711
internal_count=3121 2955 1929 531 1398 1195 332
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=9
num_cat=0
split_feature=52 52 48 49 3 1 2 3
split_gain=4.86204e-05 6.5612e-05 5.43797e-05 8.97567e-05 8.74907e-05 0.000107173 0.000131323 4.54985e-05
threshold=-0.23798499999999997 -0.081429999999999989 -0.032929999999999994 -0.006494999999999999 -0.14989499999999997 0.111945 0.10559 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00040927946218386369 0.00040065930900809433 0.00037083591343843792 -0.00048181680808163544 -0.00047699154286683082 -4.9471480496456155e-05 0.00053974243612166304 -0.00063426077117358461 0.00049506161453523919
leaf_weight=0.0010369353143588134 0.0016070315101721312 0.0011434212376857976 0.0017285574107906076 0.0011066193330866144 0.0013392682981841612 0.0016652752595888538 0.0010762562362481155 0.0010543959112387794
leaf_count=385 386 119 294 106 1321 259 177 74
internal_value=0 3.53635e-05 -2.9049e-05 -8.64161e-05 2.3083e-05 0.000130848 -6.53882e-05 0.000190392
internal_weight=0 0.0107208 0.00911379 0.00797037 0.00624182 0.0051352 0.00346992 0.00239366
internal_count=3121 2736 2350 2231 1937 1831 1572 1395
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=8
num_cat=0
split_feature=50 51 43 43 16 1 1
split_gain=3.09127e-05 3.74876e-05 4.43285e-05 7.21069e-05 6.56131e-05 6.05156e-05 5.29569e-05
threshold=0.079410000000000008 -0.076794999999999988 -0.14968999999999996 -0.00067499999999999993 -0.032969999999999992 0.11212500000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.011670607201686953 -0.016749971572269744 0.022566845480352309 -0.020035571637231436 -0.0050914131850796672 0.025078222587343449 -0.019860923639487514 0.02503115813874017
leaf_weight=0.0016860259191616815 0.0010018491638519684 0.001185918236669214 0.0012449701115466042 0.001288805205369452 0.0014140140989567767 0.0010998093263723608 0.0010666690762373074
leaf_count=497 609 183 1098 339 176 145 74
internal_value=0 0.00176912 0.00487311 0.00144125 0.00693239 -0.000493478 0.0085495
internal_weight=0 0.00898621 0.00730019 0.00611427 0.0048693 0.00345528 0.00235547
internal_count=3121 2512 2015 1832 734 558 413
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=10
num_cat=0
split_feature=4 48 51 39 2 48 2 4 52
split_gain=6.08535e-05 5.81799e-05 8.002e-05 8.64263e-05 9.56717e-05 0.000136076 0.000143783 8.24969e-05 5.71718e-05
threshold=-0.49405499999999997 0.12230500000000001 0.08955500000000001 0.092870000000000022 0.089885000000000007 0.016865000000000002 0.10584500000000001 0.076415000000000025 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00044905309046096271 -0.00057025486106997451 -0.00040271492174031535 -0.00040124718708935906 -0.00037482144659841581 0.00073670558884238332 0.0010166053041316808 -0.00019196474406595927 0.00033212039647966457 7.7643462104408573e-05
leaf_weight=0.0010775290926529875 0.0010730099910506521 0.0010323736072168381 0.0011390764437317442 0.0010501368445448621 0.0011137614439763052 0.0011280516320962015 0.0015099828553202562 0.0016494893346611838 0.0010227313349608425
leaf_count=156 478 106 326 156 382 167 375 118 857
internal_value=0 3.9778e-05 8.69396e-05 0.000152 0.000225794 0.000447102 0.000202249 4.09809e-06 -0.000254078
internal_weight=0 0.0107186 0.00968624 0.00854716 0.00749703 0.0037518 0.00262374 0.00374523 0.00209574
internal_count=3121 2965 2859 2533 2377 924 757 1453 1335
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=10
num_cat=0
split_feature=124 48 48 51 484 1 42 2 12
split_gain=8.16862e-05 8.12348e-05 0.000151849 8.67248e-05 8.36963e-05 6.40788e-05 7.37876e-05 0.00010414 0.000112339
threshold=-0.043384999999999993 0.11951500000000001 0.093265000000000015 0.087505000000000013 0.084040000000000017 0.12811000000000003 0.084695000000000006 0.10584500000000001 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00052729727508550681 -0.00012445539857600972 -0.00058348602968383225 0.0007156314640534235 -0.00059416812190069262 0.00049253728392521703 0.00030210718799096044 -0.00058729199309625159 -0.00048404281024590033 0.00068787340038780568
leaf_weight=0.0010012562158932614 0.0018837626006067798 0.0010246822874941932 0.0010142727466932412 0.0011236638453320366 0.001090084516247097 0.0012934010123090162 0.0013216401244027882 0.0014652153508695671 0.0010030343333048081
leaf_count=259 561 97 209 292 286 95 842 207 273
internal_value=0 -5.72146e-05 -4.32034e-06 -8.38589e-05 -1.26902e-05 -9.17395e-05 -0.000181523 -5.82973e-05 0.000157793
internal_weight=0 0.0112198 0.0101951 0.0091808 0.00805714 0.00696705 0.00567365 0.00435201 0.0028868
internal_count=3121 2862 2765 2556 2264 1978 1883 1041 834
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=10
num_cat=0
split_feature=484 4 16 16 2 16 151 4 13
split_gain=0.000216224 7.84577e-05 9.32345e-05 0.000180029 0.000157143 0.000113031 8.13967e-05 0.000136347 7.9525e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 -0.014034999999999997 0.22339500000000004 0.092365000000000017 -0.073849999999999985 -0.0083949999999999979 0.40473500000000007 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3 8 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00088062569797659948 -0.00041484822404553185 -0.00029493479687123757 0.00017613633132448824 -0.00017878216613144356 0.0011655169242531919 -0.0006207343408568207 -0.00042793065449469355 0.00085290695674628328 0.00025219779378057102
leaf_weight=0.0010237496354806004 0.0012064681026578575 0.0015777582067462185 0.0012203272622605206 0.0015338783879172801 0.0012488171119244098 0.0010493589842488901 0.0010088996764582039 0.0010110626856318873 0.0019166266700272991
leaf_count=515 133 159 338 294 176 335 288 169 714
internal_value=0 5.8862e-05 0.000112948 0.000348794 0.000676535 -3.08875e-05 8.1358e-05 0.000232174 1.76481e-05
internal_weight=0 0.0117732 0.0105667 0.00400302 0.00246914 0.00656371 0.00551435 0.00393659 0.00292553
internal_count=3121 2606 2473 808 514 1665 1330 1171 1002
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=8
num_cat=0
split_feature=50 484 3 4 0 4 4
split_gain=2.61919e-05 3.59799e-05 3.61974e-05 3.77926e-05 7.47431e-05 7.34758e-05 7.32784e-05
threshold=0.083090000000000011 0.084040000000000017 0.11296500000000002 0.27834500000000006 -0.019414999999999998 0.098655000000000007 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.013549629637726247 -0.015443917979604004 0.019141593296467765 -0.012703254571094575 0.019370715674272732 0.019184034007613919 -0.030293240038081738 0.020865987210198333
leaf_weight=0.0014639922648294723 0.0010017484805721682 0.0010352712287569855 0.0019054577947907377 0.0011552495324582126 0.0013687031336845155 0.0010662288055213148 0.0010714839408977872
leaf_count=1235 597 322 171 168 191 186 251
internal_value=0 0.00159578 -0.000666005 0.00307832 -0.000708445 -0.00826789 0.000994297
internal_weight=0 0.00906639 0.00803112 0.00612566 0.00497041 0.00360171 0.00253548
internal_count=3121 2524 2202 2031 1863 1672 1486
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=10
num_cat=0
split_feature=4 0 1 157 16 1 0 16 151
split_gain=5.05794e-05 6.50354e-05 8.7682e-05 0.000100131 0.00016516 9.85501e-05 9.8225e-05 7.73866e-05 7.56246e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 -0.071119999999999989 -0.056919999999999991 0.12408500000000001 -0.15599999999999997 -0.27167499999999994 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 -5
right_child=1 -3 3 4 5 -7 7 -9 -10
leaf_value=-0.00040159487842035389 -0.00048564962973341596 0.00043897932789209546 0.00063925482848876654 -0.00050824740555174678 -0.00085374645406865069 -3.4012455926339446e-05 2.4120054557558811e-05 0.0007138821501577739 0.00022912703833093115
leaf_weight=0.0010885922300244615 0.0013170194818566171 0.0013820428353363461 0.0010044620997131026 0.0010329758425406954 0.0011716370643096189 0.0010869742989429608 0.0010372803082505718 0.0015747237192955856 0.001108680738062604
leaf_count=156 1537 118 161 69 344 75 175 387 99
internal_value=0 4.20073e-05 -1.67721e-05 6.02569e-05 -2.26808e-05 -0.000459243 0.000184743 0.000439963 -0.000126528
internal_weight=0 0.0107158 0.00933375 0.00801673 0.00701227 0.00225861 0.00475366 0.002612 0.00214166
internal_count=3121 2965 2847 1310 1149 419 730 562 168
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=8
num_cat=0
split_feature=12 51 43 16 52 4 15
split_gain=2.13704e-05 3.43885e-05 4.38697e-05 4.72869e-05 6.83801e-05 4.01728e-05 2.79498e-05
threshold=0.11650500000000001 -0.076794999999999988 -0.14968999999999996 0.071345000000000006 -0.049749999999999996 -0.0029599999999999995 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.011271576247822018 -0.013957763853118754 0.0234780240748904 0.026125423345755985 -0.017905035540158178 0.014853102747357252 -0.0144493974889687 0.0062162106474896138
leaf_weight=0.0017228366806533793 0.0010004365241204792 0.0010378508348580862 0.0012028026475835998 0.0010662680959152475 0.0011406259001433706 0.0018933848344905796 0.0010001754602029806
leaf_count=515 147 189 343 234 1048 476 169
internal_value=0 0.00144315 0.00442709 0.00129029 0.00519852 -0.00104089 -0.00730621
internal_weight=0 0.00906394 0.00734111 0.00630326 0.00523699 0.00403419 0.00289356
internal_count=3121 2974 2459 2270 2036 1693 645
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=8
num_cat=0
split_feature=50 484 42 15 1 4 52
split_gain=2.26385e-05 3.13519e-05 2.94484e-05 3.87276e-05 6.67394e-05 9.13788e-05 4.55302e-05
threshold=0.083090000000000011 0.084040000000000017 -1.0000000180025095e-35 0.040760000000000005 0.11212500000000002 0.0052350000000000009 0.077655000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.01473451207388575 -0.014341048476818769 0.017903005876385086 -0.023465623413963931 0.018526548230438044 -0.017852358423139574 0.022771303289850491 0.0058773113479486105
leaf_weight=0.001246625627257681 0.0010017704381755739 0.0010324907665009994 0.0010117993191310168 0.0011711614662093511 0.0017212141084790456 0.0017446467283482653 0.0011077489371636091
leaf_count=661 597 322 426 519 270 274 52
internal_value=0 0.00150316 -0.000612581 0.001993 -0.0014738 0.00582164 -0.00812999
internal_weight=0 0.00903569 0.0080032 0.00675657 0.00558541 0.00386419 0.00211955
internal_count=3121 2524 2202 1541 1022 752 478
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=8
num_cat=0
split_feature=1 16 42 3 3 2 43
split_gain=2.38773e-05 4.06643e-05 3.53758e-05 8.58602e-05 4.35081e-05 0.00010417 1.29551e-05
threshold=0.11588000000000001 -0.061854999999999993 0.075730000000000006 -0.12018999999999998 0.090900000000000009 0.10613000000000002 -0.083269999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=0.02649215454152077 0.020151840167540069 -0.0048247219583011994 -0.0062210115750352107 -0.017052609341396817 0.025865814547192764 -0.015050753769898848 -0.022205591179381253
leaf_weight=0.0010790515244944315 0.0013565442227446195 0.0012548196854577022 0.0010126866617041267 0.001774846393796054 0.0011331765351165202 0.0013799217963421651 0.0010154596813918536
leaf_count=187 245 170 354 934 117 100 1014
internal_value=0 0.00815003 -0.0029731 0.00127861 -0.00506632 0.00339886 -0.0142242
internal_weight=0 0.00261136 0.00739514 0.005367 0.00428794 0.0025131 0.00202815
internal_count=3121 415 2706 1338 1151 217 1368
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=9
num_cat=0
split_feature=4 15 15 51 52 16 16 15
split_gain=4.19306e-05 5.2733e-05 6.69933e-05 9.95396e-05 0.000115042 9.40166e-05 8.18655e-05 6.07733e-05
threshold=-0.49405499999999997 0.084050000000000014 -0.016799999999999995 -0.076794999999999988 -0.049749999999999996 -0.101115 -0.013324999999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -4 -6
right_child=1 -3 6 4 5 -7 -8 -9
leaf_value=-0.00037522589847101837 -0.00057160883188930444 -0.00036402770788400543 -0.00010104031218803957 0.00051865983790877121 0.00040096687225877226 -0.00061198293841923843 0.00057381673114535465 -0.00018226157372473086
leaf_weight=0.001102700558522793 0.0011064210502949832 0.0011819567038797675 0.0011063744180846305 0.0015816699476293664 0.0012416304415686071 0.0010433666530425085 0.0018411874982032193 0.0015374700337550758
leaf_count=156 311 1047 183 378 210 285 276 275
internal_value=0 2.64535e-05 7.5251e-05 -3.57854e-05 7.39169e-05 -0.00011011 0.000320508 7.83099e-05
internal_weight=0 0.0106401 0.00945812 0.00651056 0.00540414 0.00382247 0.00294756 0.0027791
internal_count=3121 2965 1918 1459 1148 770 459 485
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=8
num_cat=0
split_feature=376 1 16 43 16 4 2
split_gain=2.34663e-05 4.43546e-05 5.65047e-05 7.1083e-05 6.87086e-05 5.18463e-05 9.81982e-05
threshold=0.048375000000000008 0.12873500000000002 0.16703000000000004 -0.092909999999999979 -0.008904999999999998 0.27834500000000006 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.023727340933610237 0.014296195277792596 0.014326514150310133 -0.02602892929527989 0.004743769204847554 0.023845720265033343 0.016609946234802022 -0.032535094246298413
leaf_weight=0.0011557917080289746 0.0010207142400261533 0.0014477522427972251 0.0010735968036706279 0.0018611068065407447 0.0012776953606152136 0.0010282412064769042 0.0011390832578885997
leaf_count=333 166 213 430 1081 435 111 352
internal_value=0 -0.00170452 -0.00478446 -0.00125486 0.00364015 -0.00276844 -0.00940991
internal_weight=0 0.00898327 0.00753552 0.00646192 0.00530613 0.00402843 0.00300019
internal_count=3121 2955 2742 2312 1979 1544 1433
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=8
num_cat=0
split_feature=11 43 15 2 4 0 2
split_gain=2.14006e-05 4.54165e-05 6.20714e-05 5.39055e-05 5.53531e-05 5.21974e-05 5.09036e-05
threshold=0.079915000000000014 -0.052894999999999991 -0.053579999999999996 0.089885000000000007 0.055260000000000011 -0.019414999999999998 0.10774000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -4 -5
right_child=-2 3 5 4 -6 -7 -8
leaf_value=0.031478046716292639 -0.013568381032649608 -0.018167264285769619 -0.014479308747225174 -0.0012152133447980052 -0.01346289748768708 0.017184926542151154 0.026725356474940544
leaf_weight=0.0010216451815798873 0.0010502851039625215 0.0017833903523773263 0.001039149349606069 0.0014659675342606083 0.0013864971346559656 0.001043291577083921 0.0011744076723264772
leaf_count=650 199 827 633 286 270 89 167
internal_value=0 0.00152356 0.011289 -0.00369357 0.00271643 0.0013843 0.0112124
internal_weight=0 0.00891435 0.00310409 0.00581026 0.00402687 0.00208244 0.00264038
internal_count=3121 2922 1372 1550 723 722 453
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=9
num_cat=0
split_feature=124 50 3 0 42 1 457 16
split_gain=6.78456e-05 8.03853e-05 5.09942e-05 0.000135873 0.000106748 7.77386e-05 7.95812e-05 6.015e-05
threshold=-0.043384999999999993 0.07826000000000001 -0.12018999999999998 -0.053834999999999994 0.075730000000000006 0.11551000000000002 0.045365000000000009 -0.08453999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00047777631789537589 0.00057455588969332978 -0.0005698822949376706 -0.00048484072915835365 -0.00053051870240011356 -0.00020852039594472039 0.00053265431445805446 0.00041777619781226941 7.6448748452113705e-05
leaf_weight=0.0010044570373961203 0.0015161957466628285 0.0010521875709984833 0.0015209741096126597 0.0019312797928582835 0.0011981968610183732 0.0011346852522172018 0.0010371484250178697 0.0014187519024830625
leaf_count=259 184 579 488 249 102 151 160 949
internal_value=0 -5.49696e-05 5.56838e-07 -8.74445e-05 0.000228888 7.99604e-05 -4.92026e-05 -0.000213955
internal_weight=0 0.0108094 0.00975723 0.00704284 0.00271439 0.00511156 0.00397687 0.00293973
internal_count=3121 2862 2283 1997 286 1748 1597 1437
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=9
num_cat=0
split_feature=124 48 2 4 52 150 47 2
split_gain=9.8291e-05 8.02427e-05 0.000133218 6.19038e-05 0.000105892 9.07784e-05 8.97892e-05 4.91769e-05
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 -0.034939999999999992 0.077655000000000016 0.10571000000000001 0.092710000000000015 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.00058212227177612745 -0.00072395579261159537 -0.00057891504234232111 0.00057494956756370952 0.00063278354196208029 1.309127927045659e-05 -0.00049551370604522342 -0.00023589874745442586 0.00012600400846128087
leaf_weight=0.0010211187712891217 0.0013512928841725915 0.0010156370202707059 0.001338845517316241 0.0013217137554866992 0.0016826155178183569 0.0010169154197854436 0.001512940395753701 0.0016617541067270149
leaf_count=259 645 97 313 173 647 121 187 679
internal_value=0 -5.40738e-05 -1.54758e-07 -9.02396e-05 -0.000315187 3.3546e-05 0.000153199 0.000350514
internal_weight=0 0.0109017 0.00988608 0.00854723 0.00303391 0.00551332 0.00449641 0.00298347
internal_count=3121 2862 2765 2452 1292 1160 1039 852
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=7
num_cat=0
split_feature=50 51 457 4 16 2
split_gain=2.27204e-05 2.98621e-05 3.5238e-05 5.96265e-05 7.32359e-05 2.85379e-05
threshold=0.079410000000000008 -0.076794999999999988 0.045365000000000009 0.27834500000000006 -0.08453999999999999 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.010421283813685331 -0.014303289679299482 -0.018936512691344481 0.020266271333175486 0.019231664904178297 -0.0043098080232083693 0.016073823315768537
leaf_weight=0.0016961411389444367 0.0010078622058133776 0.0019552520493090917 0.0011632556404808508 0.0014215247696916927 0.0013107052228710483 0.0014430394155978655
leaf_count=497 609 564 217 258 713 263
internal_value=0 0.00153036 0.00430967 0.00128193 -0.00413663 0.00637179
internal_weight=0 0.00898992 0.00729378 0.00613052 0.004709 0.00275374
internal_count=3121 2512 2015 1798 1540 976
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=7
num_cat=0
split_feature=11 43 0 2 43 51
split_gain=1.8957e-05 4.04419e-05 5.88707e-05 4.33604e-05 5.41272e-05 5.85478e-05
threshold=0.079915000000000014 -0.052894999999999991 -0.053834999999999994 0.089885000000000007 0.05259500000000001 0.084745000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.02316590492191889 -0.012760549804759588 -0.016440754842033823 -0.0045044791115576716 -0.016981242800788259 0.019917100573034769 0.012516719077454273
leaf_weight=0.0017005716205838806 0.0010512098093702427 0.0017880139580391001 0.0014034585763842025 0.0017049150714160163 0.0012143842308676243 0.0011115478127356865
leaf_count=1173 199 827 199 361 230 132
internal_value=0 0.00143737 0.010655 -0.00347971 0.00226959 -0.00533955
internal_weight=0 0.00892289 0.00310403 0.00581886 0.00403085 0.00281646
internal_count=3121 2922 1372 1550 723 493
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=9
num_cat=0
split_feature=4 15 15 51 52 16 16 15
split_gain=6.82117e-05 5.45204e-05 9.6964e-05 7.84854e-05 8.63461e-05 9.11036e-05 7.6738e-05 5.96365e-05
threshold=-0.49405499999999997 0.084050000000000014 -0.016799999999999995 -0.076794999999999988 -0.049749999999999996 -0.101115 -0.013324999999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -4 -6
right_child=1 -3 6 4 5 -7 -8 -9
leaf_value=-0.00047363098052342808 -0.00053435373339749226 -0.00035484113519910956 -2.5910727125913528e-05 0.00043912151702220353 0.00038377554145120748 -0.00060888399430011246 0.0006289928067446125 -0.00018868278370016425
leaf_weight=0.0010913805235196446 0.0010483769707521108 0.0011865719717911354 0.0010939718801711525 0.0015704965428185763 0.00129771892770792 0.0010196937940021079 0.0018531117166877124 0.0015181583278431581
leaf_count=156 311 1047 183 378 210 285 276 275
internal_value=0 4.1211e-05 9.11969e-05 -4.3359e-05 5.18577e-05 -0.00010671 0.000385889 7.51391e-05
internal_weight=0 0.0105881 0.00940153 0.00645444 0.00540607 0.00383557 0.00294708 0.00281588
internal_count=3121 2965 1918 1459 1148 770 459 485
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=8
num_cat=0
split_feature=1 151 1 12 2 3 0
split_gain=2.21092e-05 4.6554e-05 4.48423e-05 5.157e-05 5.89963e-05 0.000105111 4.43007e-05
threshold=0.077565000000000009 1.0000000180025095e-35 0.12811000000000003 0.09334000000000002 1.0000000180025095e-35 0.083060000000000009 0.062580000000000011
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.02210207184650189 -0.013778188664944381 -0.017186444312405784 0.022336963276314126 -0.018176233456383528 0.039505562926661422 -0.0002902433477900404 0.0035347982797345225
leaf_weight=0.0012009715728953929 0.0010146998250024201 0.0010006951254147439 0.0013298233570781639 0.0010364774867727051 0.0010474267710358781 0.0018116646850988016 0.0015362194282044581
leaf_count=1565 398 121 245 294 219 208 71
internal_value=0 0.0028366 0.0060476 0.00163604 0.00693704 0.0142889 -0.00771365
internal_weight=0 0.00724079 0.00624009 0.00491027 0.00387379 0.00285909 0.00273719
internal_count=3121 1485 1364 1119 825 427 1636
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=9
num_cat=0
split_feature=48 48 51 1 2 3 13 0
split_gain=8.33984e-05 9.35932e-05 0.000108955 8.68962e-05 0.00011654 0.000147849 9.90446e-05 5.89048e-05
threshold=0.12474000000000002 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.10559 -1.0000000180025095e-35 0.0061450000000000003 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9
leaf_value=-0.00052503006508517369 -0.00054325448170884291 0.00055665515157060782 -0.00063287721781194524 0.00079131208163475382 -0.00050351486714569926 0.00050855576303623657 -7.0375506796084692e-06 5.859676910033752e-05
leaf_weight=0.0012206145351723471 0.001044538812974634 0.0011864025082811329 0.0010204331704445702 0.0011101019800446961 0.0017689625038946255 0.0018936833450954862 0.0012937415624566379 0.0014603134698790098
leaf_count=1474 102 251 286 253 345 147 70 193
internal_value=0 3.66064e-05 -2.65587e-05 4.41716e-05 -7.61314e-05 8.91341e-05 0.000361643 -0.000207126
internal_weight=0 0.0109543 0.00976785 0.00874742 0.00634357 0.00457461 0.00240384 0.00268093
internal_count=3121 3019 2768 2482 2159 1814 323 1667
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=10
num_cat=0
split_feature=124 4 16 0 12 12 12 4 48
split_gain=7.85399e-05 8.0154e-05 5.63647e-05 7.5371e-05 5.47922e-05 6.79286e-05 7.64162e-05 8.81764e-05 4.73263e-05
threshold=-0.043384999999999993 0.181285 -0.5315899999999999 -0.11756999999999999 0.098810000000000023 0.090455000000000021 1.0000000180025095e-35 0.0052350000000000009 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 8 -2
right_child=1 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00052477994174679173 -0.00058510993090910577 -0.00013513917129958538 -1.374790547663676e-05 0.00070898163243440792 -0.00057735641320972577 0.00029573614702621488 -0.0006726508409532311 0.00027968266038638692 -2.1074281820872023e-05
leaf_weight=0.0010015884855051694 0.0012224124918895365 0.0012715584655361017 0.0010137025574280568 0.0012253883479647057 0.0010630580848868584 0.0013388589453231393 0.0010461970153841402 0.0015878646632973836 0.0010748219730945668
leaf_count=259 148 90 92 178 398 609 1132 98 117
internal_value=0 -4.90908e-05 0.000194552 0.000381781 -0.000165731 -9.59426e-05 -0.000202284 -7.56219e-05 -0.000321211
internal_weight=0 0.0108439 0.00351065 0.00223909 0.00733321 0.00627016 0.0049313 0.0038851 0.00229723
internal_count=3121 2862 360 270 2502 2104 1495 363 265
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=9
num_cat=0
split_feature=4 160 157 13 1 15 0 4
split_gain=2.76084e-05 3.07078e-05 7.92649e-05 5.33437e-05 5.45514e-05 9.21998e-05 6.41481e-05 2.94664e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.010609999999999998 -0.084034999999999985 0.086560000000000012 -0.040804999999999994 -0.10836499999999999 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -6 -3
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=-0.015812930097410124 0.011493809445106022 0.030560110245573271 -0.027245611174243997 0.019618165812262157 -0.011927814382522547 -0.027920858121277072 0.020036958071719003 0.0065229679464044793
leaf_weight=0.0010013087093301122 0.0010062420797006502 0.0010160334778463113 0.0011116936592655406 0.0010321638198918935 0.0011944993481523905 0.0012999609647009894 0.0013234101247095865 0.0010239581317568497
leaf_count=169 327 371 598 847 121 297 220 171
internal_value=0 0.00169057 -0.00884031 0.00492768 -0.000778864 -0.00629321 0.00487283 0.0184949
internal_weight=0 0.00900796 0.00211794 0.00689003 0.00485003 0.00381787 0.00251791 0.00203999
internal_count=3121 2952 925 2027 1485 638 341 542
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=8
num_cat=0
split_feature=1 3 3 15 4 133 16
split_gain=2.46894e-05 4.32156e-05 8.65849e-05 6.1948e-05 3.18817e-05 4.34181e-05 5.20947e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 -0.053579999999999996 -0.0016099999999999997 1.0000000180025095e-35 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0086416767686215267 -0.012043190168917525 0.034688342077448524 -0.0075380366925230776 0.0028925519536010785 -0.020281534170697092 -0.016537167196203746 0.022479510414011614
leaf_weight=0.0010286703131402574 0.0012450048824595161 0.0014387997207566719 0.0018138947661524886 0.0010672972111866945 0.0011128344764927728 0.0011344527568941626 0.0011273446693203749
leaf_count=741 165 348 228 202 525 718 194
internal_value=0 0.00437193 0.0091027 0.0211471 -0.00564983 -0.000701394 0.00763108
internal_weight=0 0.005565 0.00431999 0.0025061 0.0044033 0.00329047 0.00215601
internal_count=3121 943 778 550 2178 1653 935
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=8
num_cat=0
split_feature=1 40 12 51 12 2 3
split_gain=3.89153e-05 5.07471e-05 7.27901e-05 7.87216e-05 6.86706e-05 9.56588e-05 7.72083e-05
threshold=0.13686500000000004 -0.013874999999999998 0.098810000000000023 -0.031924999999999995 0.090455000000000021 0.10584500000000001 -0.012304999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0003091357323549848 0.00035839908418027172 -0.00046069739528200058 -0.00046086398358964869 -0.00061985015205348408 0.0004549812243127585 0.00031575923970708766 4.0667820827135959e-05
leaf_weight=0.0013740325084600031 0.0010284676905275491 0.0012337024843138821 0.0016986868466039541 0.0012715839182174476 0.0014483252879957725 0.0017986770522396833 0.001463407136827305
leaf_count=262 169 453 420 997 517 160 143
internal_value=0 -4.16228e-05 -9.56875e-05 -9.71933e-06 8.32886e-05 -3.54523e-05 -0.000266428
internal_weight=0 0.0102884 0.00891438 0.0072157 0.00598199 0.00453367 0.00273499
internal_count=3121 2952 2690 2270 1817 1300 1140
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=7
num_cat=0
split_feature=4 12 4 2 2 2
split_gain=2.43388e-05 5.01991e-05 8.7231e-05 7.05538e-05 4.79367e-05 3.51373e-05
threshold=0.181285 0.051320000000000005 -0.055319999999999994 0.083215000000000011 0.10855000000000002 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.024833576044914207 0.017082689691452952 -0.00057915986338379273 -0.036955373823940756 -0.016667367308821689 0.0097361318448132249 -0.0040693591721416575
leaf_weight=0.0011453239138858595 0.0016823550670904575 0.0018666047109868818 0.001019167408087242 0.0015131573362775555 0.0012603449523782631 0.001472941969244923
leaf_count=123 216 1109 1029 239 158 247
internal_value=0 -0.00341706 -0.0134261 0.00395349 -0.00466899 0.00720858
internal_weight=0 0.0068046 0.00288577 0.00391883 0.0027735 0.0031553
internal_count=3121 2658 2138 520 397 463
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 12
split_gain=4.66824e-05 8.40919e-05 8.41938e-05 6.45649e-05 0.00010388 8.59022e-05 0.000139638 6.86185e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00010211443198299959 -0.00041148835591734199 0.00055064947350880948 -0.00053794259298862513 0.00075446098042957269 -7.2672152533679153e-05 -0.00044609241404475224 0.00069657349035769588 -0.00048464458762614718
leaf_weight=0.001967043985915181 0.0010223956223546675 0.0010615016739611719 0.0011129484961664758 0.0010909469025138186 0.0012556848133176562 0.0016913530263061964 0.0010510764036016362 0.001255261138901992
leaf_count=366 114 239 312 251 70 344 79 1346
internal_value=0 2.74463e-05 -3.14844e-05 3.63338e-05 0.000311861 -7.20635e-05 7.59726e-05 -0.00012646
internal_weight=0 0.0104858 0.00942431 0.00831137 0.00234663 0.00596473 0.00427338 0.00322231
internal_count=3121 3007 2768 2456 321 2135 1791 1712
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=10
num_cat=0
split_feature=376 50 160 0 3 2 0 47 2
split_gain=4.51331e-05 8.56497e-05 6.12276e-05 5.16941e-05 6.87771e-05 0.000118398 0.000100832 9.64454e-05 5.97097e-05
threshold=0.048375000000000008 0.07826000000000001 0.090980000000000019 0.11070500000000001 -0.10115999999999999 0.08622500000000001 -0.10096999999999999 0.077555000000000013 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=3.0491670025002309e-06 0.00035612575090199623 -0.00056987517079649865 -0.00043940818912850064 -0.00032765521185913206 0.00077498660343306965 0.00087959101784068118 -0.0004014990651015094 -0.00028865661394379027 0.00013361941073150067
leaf_weight=0.0013075848511827654 0.0011897866110005722 0.0010801566092960317 0.0010269512944048589 0.0011066941302907037 0.0010159836818551902 0.0010833003482052309 0.0016460523739630735 0.0010857442497713733 0.0012382159048516033
leaf_count=92 166 580 232 117 76 148 1443 78 189
internal_value=0 -4.66489e-05 1.27765e-05 6.75142e-05 0.000126798 0.000400207 -4.30653e-06 0.000191445 0.000422688
internal_weight=0 0.0105907 0.00951053 0.00848358 0.00737688 0.00239089 0.004986 0.00333994 0.0022542
internal_count=3121 2955 2375 2143 2026 240 1786 343 265
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=8
num_cat=0
split_feature=50 160 13 2 48 4 1
split_gain=2.05123e-05 3.11327e-05 6.97013e-05 6.46554e-05 0.000126316 6.36268e-05 4.34288e-05
threshold=0.079410000000000008 -0.081969999999999987 -0.084034999999999985 0.11215000000000001 0.016865000000000002 0.053180000000000012 0.083345000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.016515126755505118 -0.01363996666342978 0.0007410119892348895 -0.029090621686289203 -0.029139754611961256 0.02678522005085587 -0.00031032232852600677 0.027760042850731761
leaf_weight=0.0011904621193309694 0.001000775317657336 0.0012721335864286742 0.0012878502004150718 0.0010706313264062248 0.0011456008859461529 0.0019035605356677019 0.0011174474683919356
leaf_count=434 609 323 822 284 226 203 220
internal_value=0 0.00145264 -0.000847069 -0.0071321 -0.00169931 -0.0119242 0.013376
internal_weight=0 0.00898769 0.00779722 0.00540764 0.00433701 0.00319141 0.00238958
internal_count=3121 2512 2078 1535 1251 1025 543
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=8
num_cat=0
split_feature=376 4 52 0 16 13 3
split_gain=2.12793e-05 4.03253e-05 7.73186e-05 5.08643e-05 4.10437e-05 3.87694e-05 9.61984e-05
threshold=0.048375000000000008 0.0061450000000000003 -0.049749999999999996 -0.10151999999999999 -0.27167499999999994 -0.084034999999999985 -0.10023499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0047979225537528765 0.013622179390690287 0.02533286049062642 -0.0057904209469350409 -0.02107558757344313 0.020214341516150248 0.0047990926462854206 -0.033340505729604612
leaf_weight=0.0013430626124007585 0.0010209121082211435 0.0013032833815575175 0.0014983868764487315 0.0010947007415023613 0.0010201561106125288 0.0012107018461155221 0.0014574151076631311
leaf_count=608 166 198 229 303 83 263 1271
internal_value=0 -0.0016182 0.00445232 -0.00307922 0.00474302 -0.00905888 -0.016034
internal_weight=0 0.00892771 0.00491653 0.00361324 0.00251854 0.00401118 0.00266812
internal_count=3121 2955 813 615 312 2142 1534
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=10
num_cat=0
split_feature=124 48 2 4 52 150 3 47 16
split_gain=8.75738e-05 8.18659e-05 0.000154709 7.06284e-05 0.000110568 8.42364e-05 0.000100196 9.87039e-05 2.68014e-05
threshold=-0.043384999999999993 0.12230500000000001 0.116525 -0.034939999999999992 0.077655000000000016 0.10571000000000001 -0.10519499999999998 0.092710000000000015 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 -8
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=0.00053656152986888766 -0.00075364859706710419 -0.00059915788368179702 0.00063600010886382351 0.00067665321971586111 -1.1283961088549006e-05 -0.00048008298611651733 2.5324347377884589e-05 -0.00043957007262305592 0.0004508785331575655
leaf_weight=0.0010153750070303049 0.0013838785625688646 0.0010035241662952358 0.001242073581979585 0.0010375588794694843 0.0017427450097870422 0.001030135300631607 0.0011661136561442265 0.0013283990214883624 0.0011111824271360536
leaf_count=259 647 92 297 101 651 121 361 181 411
internal_value=0 -6.51663e-05 -1.18035e-05 -0.000103237 -0.000339863 2.71675e-05 0.000139704 -1.48058e-05 0.000232969
internal_weight=0 0.0110456 0.0100421 0.00880001 0.00312662 0.00567339 0.00464325 0.0036057 0.0022773
internal_count=3121 2862 2770 2473 1298 1175 1054 953 772
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=11
num_cat=0
split_feature=14 147 48 4 0 1 2 3 1 1
split_gain=0.00023634 0.0001226 0.00011482 0.000112228 7.83667e-05 9.79923e-05 0.00014467 0.000142264 9.1841e-05 3.87228e-06
threshold=0.018475000000000002 1.0000000180025095e-35 0.11951500000000001 -0.49405499999999997 0.062580000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.083060000000000009 0.11588000000000001 0.103565
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -7 -9
right_child=-2 -3 -4 4 -6 6 7 9 -10 -11
leaf_value=-0.00051497919550877631 -0.0009245557671987986 0.00069386046928963171 -0.00062313896487900099 -0.00040565570415326439 0.00065594235546637114 -0.0005801202948744501 0.0010168230633675278 6.5857021767099343e-05 0.00018162456283749771 0.00023811170756498249
leaf_weight=0.0011053563716244665 0.0010063070280424734 0.001084979981610266 0.0010211229127543272 0.0013124021091881887 0.0010317150201640413 0.0011245672943806318 0.0011501710947506463 0.0010043492231011086 0.0013260986380476537 0.001002639439091832
leaf_count=145 119 160 105 1480 84 513 216 66 133 100
internal_value=0 6.75889e-05 1.68387e-07 7.04403e-05 0.000151816 7.66577e-05 0.000189534 0.000467003 -0.000167927 0.000151911
internal_weight=0 0.0111634 0.0100784 0.0090573 0.00795194 0.00692023 0.00560783 0.00315716 0.00245067 0.00200699
internal_count=3121 3002 2842 2737 2592 2508 1028 382 646 166
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=8
num_cat=0
split_feature=48 3 2 43 43 2 4
split_gain=2.06094e-05 5.12109e-05 0.000125213 6.28188e-05 4.58328e-05 3.85523e-05 6.09625e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.067199999999999996 -0.09002499999999998 0.098260000000000014 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -5 -7
right_child=1 3 4 5 -6 6 -8
leaf_value=0.012920648655637032 -0.039411447597975734 0.023089814264143194 -0.013163227241856298 -0.012229495933298909 0.016143456927605444 0.021293707123612234 -0.0106944647778726
leaf_weight=0.001087448806146577 0.0010842891916755847 0.0013281415366477364 0.0010115425988456747 0.0019440113485668033 0.0011294871477421239 0.0013070690705539439 0.0010948005001282855
leaf_count=180 513 407 295 396 937 215 178
internal_value=0 -0.00166287 -0.0117243 0.00405643 0.00229733 -0.00176034 0.00671312
internal_weight=0 0.00889934 0.00322532 0.00567402 0.00214103 0.00434588 0.00240187
internal_count=3121 2941 1745 1196 1232 789 393
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=7
num_cat=0
split_feature=4 12 4 2 15 2
split_gain=2.45634e-05 4.3897e-05 7.55255e-05 5.93167e-05 4.15952e-05 3.22745e-05
threshold=0.181285 0.051320000000000005 -0.055319999999999994 0.083215000000000011 -0.074054999999999996 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.02255830854649131 0.016703384792829182 -0.00096176154043179285 -0.034960808185618635 0.011515986270484925 -0.013873682828589098 -0.0035539199973937253
leaf_weight=0.0011464718678827254 0.0016792709639567326 0.0018694400489190628 0.0010044163616229969 0.0010235778488072332 0.0017457520566239726 0.0014793669419385078
leaf_count=123 216 1109 1029 184 213 247
internal_value=0 -0.00345867 -0.0128445 0.00342968 -0.00448935 0.00721576
internal_weight=0 0.00678966 0.00287386 0.0039158 0.00276933 0.00315864
internal_count=3121 2658 2138 520 397 463
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=8
num_cat=0
split_feature=4 3 151 0 13 47 0
split_gain=2.02009e-05 3.31069e-05 3.03025e-05 5.21447e-05 3.67389e-05 5.00893e-05 3.0095e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.024429999999999997 -0.15350499999999997 -0.083364999999999981 0.092165000000000011 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.011582044370216467 -0.0039669506052536297 0.020982004754645074 -0.025145560804022804 0.0096591769014668597 -0.028573610869692592 0.0078680913516549541 -0.0047042581416418851
leaf_weight=0.0012896190831853871 0.0010582454498880012 0.0010693310145299308 0.0010907028850472757 0.0019824181551476253 0.0010870503995839115 0.001317093821285482 0.0010275014161722461
leaf_count=451 83 269 118 604 1246 168 182
internal_value=0 0.00857252 -0.00242135 -0.00519763 -0.00117897 -0.00744004 -0.016975
internal_weight=0 0.00212758 0.00779439 0.00650477 0.00541406 0.00343165 0.00211455
internal_count=3121 352 2769 2318 2200 1596 1428
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=8
num_cat=0
split_feature=47 4 15 12 52 52 52
split_gain=2.28599e-05 5.63118e-05 5.64818e-05 5.34778e-05 3.37119e-05 5.12181e-05 5.51085e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 0.095330000000000012 1.0000000180025095e-35 -0.013374999999999998 -0.088204999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.012493208166157543 -0.014241050156463118 -0.0033726606434286107 0.026735307565657191 -0.022636107350476043 0.011856851376444341 -0.023416697859985833 0.018669325278273197
leaf_weight=0.0011164099549897542 0.00101950984477706 0.0010743462449142737 0.0014834026905770994 0.0011859597204832532 0.0018204526428418533 0.0010437249767173691 0.0011541519564191819
leaf_count=456 112 169 229 572 819 429 335
internal_value=0 0.00156945 0.0140889 -0.0034967 0.000923891 -0.0050813 0.00334706
internal_weight=0 0.00887845 0.00255775 0.0063207 0.00513474 0.00331429 0.00227056
internal_count=3121 3009 398 2611 2039 1220 791
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=7
num_cat=0
split_feature=151 4 2 52 4 4
split_gain=1.86511e-05 6.22809e-05 4.87817e-05 7.23719e-05 5.76397e-05 4.403e-05
threshold=-0.083274999999999988 0.27287000000000006 0.10097500000000002 -0.088204999999999992 -0.0029599999999999995 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.011441995436021835 -0.01880406857334261 0.018964938287999614 -0.002195580082555125 0.023885267881311453 -0.0019671013062397985 -0.029559006665427767
leaf_weight=0.001255017489324081 0.0011014721480277429 0.0016669235759581369 0.0013488980715345971 0.0016827674565326773 0.0017690879934672439 0.0010425182795191171
leaf_count=369 321 309 200 1183 375 364
internal_value=0 0.00160676 -0.00255966 0.00351418 0.0106358 -0.0141244
internal_weight=0 0.00861167 0.00694474 0.00455333 0.00345186 0.00239142
internal_count=3121 2752 2443 1879 1558 564
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=7
num_cat=0
split_feature=52 16 52 0 16 13
split_gain=1.85863e-05 4.20798e-05 3.70895e-05 4.20199e-05 4.57129e-05 3.78729e-05
threshold=-0.081429999999999989 0.19444000000000003 -0.0064899999999999992 -0.14001499999999997 -0.056919999999999991 0.038215000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=0.021058210235541774 -0.016982047708389434 -0.0067003618824840036 0.01406900978344177 0.014611881597472521 -0.015704077677262427 -0.010414380199384059
leaf_weight=0.0011668393081544189 0.0014164460530626316 0.0010265691818034271 0.0017530752504767259 0.0015238331824207483 0.0019485427157509764 0.00100252191006401
leaf_count=386 438 385 234 1081 413 184
internal_value=0 0.00806651 -0.00237621 0.000945635 -0.00419555 0.00468082
internal_weight=0 0.00219341 0.00764442 0.00622797 0.0044749 0.00252636
internal_count=3121 771 2350 1912 1678 1265
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=8
num_cat=0
split_feature=2 151 48 2 13 1 1
split_gain=1.77394e-05 3.4025e-05 6.85173e-05 9.06835e-05 7.46095e-05 7.39919e-05 5.96076e-05
threshold=0.12198500000000001 -0.083274999999999988 0.091545000000000015 -1.0000000180025095e-35 -0.084034999999999985 0.111945 0.080000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.018559911933396525 0.010623429074854224 0.023906161293005389 0.023345560313450229 0.0079746706262248807 -0.012519613647453224 0.0031815536011159358 -0.044695025722714526
leaf_weight=0.0010528507512991506 0.0013454893889720621 0.0010179480533248422 0.0011279816765115474 0.0017789854010060928 0.0012297446734045561 0.0011809009034208983 0.0010827087481184716
leaf_count=341 333 149 227 536 902 99 534
internal_value=0 -0.00173719 0.000650407 -0.00341931 -0.00869513 -0.0171842 -0.0275844
internal_weight=0 0.00847112 0.00741827 0.00629029 0.00527234 0.00349335 0.00231245
internal_count=3121 2788 2447 2220 2071 1535 1436
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=9
num_cat=0
split_feature=124 48 2 48 0 15 12 15
split_gain=7.4189e-05 9.89529e-05 0.000161178 5.81419e-05 9.58954e-05 0.000107196 0.000154552 0.000101471
threshold=-0.043384999999999993 0.11951500000000001 0.11548000000000001 0.083985000000000018 0.047850000000000011 -0.016799999999999995 0.10345000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.00050972645719149739 -0.000654308715850769 -0.00062925513266386146 0.00063643429928919798 0.00021120731151296846 -0.00059622284355782275 0.00068823337007817308 0.00030320865859969275 -0.00012021889235208864
leaf_weight=0.0010034946342032764 0.0017752437516312387 0.0010191495617386933 0.0013724202022361845 0.0019571267596504684 0.0015755652038008522 0.0011280151151220759 0.0010207526481608104 0.0012676817432107435
leaf_count=259 531 97 313 342 168 244 97 1070
internal_value=0 -4.69592e-05 1.18165e-05 -8.64412e-05 -0.000172523 -4.3939e-05 -0.000304742 0.000260441
internal_weight=0 0.011116 0.0100968 0.00872439 0.00676726 0.00519169 0.002796 0.0023957
internal_count=3121 2862 2765 2452 2110 1942 628 1314
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=10
num_cat=0
split_feature=48 2 3 2 42 2 4 12 12
split_gain=4.86589e-05 0.000101106 4.42792e-05 6.25176e-05 5.57162e-05 5.64522e-05 0.000106684 6.34936e-05 5.57614e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 0.10699500000000002 0.075730000000000006 0.092120000000000021 0.0061450000000000003 1.0000000180025095e-35 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -6
right_child=-2 -3 -4 -5 8 -7 7 -9 -10
leaf_value=-0.00049591860295100578 -0.00041075947899511008 0.00051440469933203596 0.00033916110827922065 -0.00055074977463485887 -0.00061545635887995387 0.00043769125716419259 0.00056938234092947801 -0.00011820697827011327 1.3888412606747917e-06
leaf_weight=0.0012365465014961066 0.0010337234967379766 0.0014562723527083805 0.0010325371873115352 0.0010002050324668726 0.0010287373882622607 0.0013328438079619827 0.001053066260650199 0.0010130488592555806 0.0012456791332610764
leaf_count=656 114 379 66 193 886 309 70 77 371
internal_value=0 3.52949e-05 -4.27259e-05 -9.2575e-05 -2.62546e-05 9.70758e-05 -4.03852e-05 0.000232246 -0.000277615
internal_weight=0 0.0103989 0.00894266 0.00791013 0.00690992 0.00463551 0.00330266 0.00206612 0.00227442
internal_count=3121 3007 2628 2562 2369 1112 803 147 1257
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=9
num_cat=0
split_feature=48 2 48 2 15 3 12 2
split_gain=5.47511e-05 0.000109001 5.51212e-05 0.000120955 7.09812e-05 9.78015e-05 8.85529e-05 5.52933e-05
threshold=0.12230500000000001 0.11510000000000002 0.083985000000000018 0.10097500000000002 -0.016799999999999995 -0.086769999999999986 0.090455000000000021 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=-0.00060403814024932267 -0.00044191643178033928 0.00051591601154055394 -8.4680692082421559e-05 -0.00056570680402445879 -0.00021102505509480138 0.00051247072534949347 0.00012760510846377565 0.00056351938947619962
leaf_weight=0.0012207082637638387 0.0010257978613836842 0.0015368851547993686 0.0010128426861956644 0.0018142836689897229 0.0011988525744707093 0.0017922515542378892 0.0013278335712848548 0.0010109892229726754
leaf_count=363 108 380 242 305 502 834 206 181
internal_value=0 3.18899e-05 -4.74352e-05 -0.000126297 1.76135e-05 0.000222489 -0.00022284 0.000239123
internal_weight=0 0.0109146 0.00937776 0.00735393 0.00553965 0.0029911 0.00254854 0.00202383
internal_count=3121 3013 2633 2210 1905 1336 569 423
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=10
num_cat=0
split_feature=42 40 47 16 43 3 1 4 15
split_gain=4.51477e-05 8.61498e-05 7.10068e-05 8.92893e-05 5.37818e-05 6.5052e-05 0.000100027 9.92465e-05 3.53851e-05
threshold=-0.094469999999999985 -0.013874999999999998 0.10904500000000002 0.16703000000000004 0.084740000000000024 -0.083924999999999986 0.094465000000000007 0.057560000000000007 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -7 -8 -3
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00039133560641699971 0.00049308645118353086 0.0001953456712476786 -0.0005194194769738361 -0.00045075585044498012 -0.00029340642170846526 -0.00037322643552523853 0.00071016511828727962 -0.0001044616913694019 0.00069500539897252684
leaf_weight=0.0010344101769849583 0.0013890180387805982 0.0010379660522184674 0.001016959249829784 0.0012594440401032959 0.0010461091908045908 0.0014411942501244245 0.0011026386998282541 0.0012015519338361015 0.0011471668953556475
leaf_count=261 294 258 146 350 245 856 159 117 435
internal_value=0 3.775e-05 -3.06028e-05 2.97545e-05 0.000116498 0.000188803 3.19453e-05 0.000285367 0.000457661
internal_weight=0 0.010642 0.00925303 0.00823607 0.00697663 0.00593052 0.00374538 0.00230419 0.00218513
internal_count=3121 2860 2566 2420 2070 1825 1132 276 693
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=8
num_cat=0
split_feature=150 150 0 16 16 12 16
split_gain=1.86305e-05 6.16759e-05 4.02683e-05 6.13322e-05 5.35246e-05 7.3431e-05 3.83803e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 0.09141500000000001 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.026740433877852701 -0.012641276158758576 0.022712936217236881 0.017583565113570242 -0.033099743493727914 0.011816341506223689 0.0035376119560974043 -0.0012555962067771118
leaf_weight=0.0010647637463038397 0.0010511592354095481 0.0011811252579871419 0.0018723364561933722 0.0010660560513361026 0.0012232041992005799 0.0011236811365499281 0.0013279500384176255
leaf_count=151 124 296 1220 547 293 303 187
internal_value=0 0.00143946 -0.0018331 0.0030396 -0.00493921 -0.014299 -0.0125964
internal_weight=0 0.00885912 0.00767799 0.00528528 0.00341294 0.00218974 0.00239271
internal_count=3121 2997 2701 2363 1143 850 338
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=8
num_cat=0
split_feature=48 12 0 13 52 15 3
split_gain=1.87253e-05 5.18866e-05 8.82033e-05 6.28495e-05 5.09747e-05 7.6316e-05 7.87347e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084319999999999992 0.091275000000000009 -0.026084999999999994 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.012532365068736335 0.0073768560701233101 -0.013771907120850024 -0.024945744032893062 0.019799782478080306 0.024953915202392776 0.021631338249458024 -0.028725846865676648
leaf_weight=0.0010562151704859848 0.0012571004934045075 0.0010516834493652638 0.001979627804390489 0.0011870708202797824 0.0010659900536278311 0.0011167579247806014 0.0011628461210549295
leaf_count=180 303 624 271 1328 139 147 129
internal_value=0 -0.00155717 -0.00956842 0.00402905 0.00578516 7.54324e-06 -0.00997141
internal_weight=0 0.00882108 0.00421838 0.00223875 0.00460269 0.0035367 0.00241995
internal_count=3121 2941 2223 1952 718 579 432
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=8
num_cat=0
split_feature=159 160 42 43 0 0 3
split_gain=1.9651e-05 4.69658e-05 5.44167e-05 7.73998e-05 4.3877e-05 5.75878e-05 5.30054e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 -0.18901999999999997 -0.116045
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.019630410419070037 0.011015779736316572 -0.019704004559760836 0.024988754907839056 -0.0054023394803610772 0.0045685093305644978 0.025078063111941381 -0.026953499178761848
leaf_weight=0.0012639103428581074 0.0013804110772920623 0.0010553392086891447 0.0014588863430162573 0.0014649322195033898 0.0010182202411647154 0.0010745073289652489 0.0011204595118464789
leaf_count=684 527 645 384 111 106 113 551
internal_value=0 -0.00185257 0.00127153 0.00487855 -0.00139288 0.00749476 -0.0119459
internal_weight=0 0.00845626 0.00719234 0.00613701 0.00467812 0.00253944 0.00213868
internal_count=3121 2594 1910 1265 881 224 657
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=7
num_cat=0
split_feature=376 43 4 15 0 1
split_gain=2.1013e-05 4.2864e-05 3.86567e-05 7.59957e-05 5.9424e-05 3.13245e-05
threshold=0.048375000000000008 0.084740000000000024 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0020859572607993633 0.013629580944537371 -0.019286209187966006 -0.018297231033704398 0.022838714769410438 0.012780462386550805 -0.017448160176528869
leaf_weight=0.0017654147182593642 0.0010085451625887155 0.0011867439968142289 0.0013401902597257442 0.0018303756575718168 0.0011374674088475796 0.0015344022949901927
leaf_count=1327 166 321 146 345 167 649
internal_value=0 -0.00160993 0.00114738 0.00738597 -0.00402978 -0.00699733
internal_weight=0 0.00879459 0.00760785 0.00430803 0.00247766 0.00329982
internal_count=3121 2955 2634 658 313 1976
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=8
num_cat=0
split_feature=150 150 1 42 13 0 2
split_gain=1.87755e-05 4.98647e-05 3.87574e-05 7.39553e-05 3.4062e-05 7.09824e-05 4.11222e-05
threshold=0.11456000000000001 0.081835000000000019 0.12811000000000003 0.088465000000000002 -0.13710499999999998 -1.0000000180025095e-35 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.013426140749081123 -0.012738445627617841 0.020771503944343964 0.014574985976317349 -0.027723051873164331 0.0095394976681595234 0.027390067406325793 -0.014679683721951362
leaf_weight=0.001325168259330494 0.0010401544507054683 0.0011610971973065798 0.0012541804659066307 0.0011404608525478485 0.0013411032481253577 0.0010464234491616427 0.0014689713870652205
leaf_count=86 124 296 218 762 425 174 1036
internal_value=0 0.00147406 -0.00148334 -0.00466899 0.000405107 0.00515779 -0.00312112
internal_weight=0 0.0087374 0.00757631 0.00632213 0.00518167 0.0038565 0.00281007
internal_count=3121 2997 2701 2483 1721 1635 1461
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=9
num_cat=0
split_feature=52 376 48 52 12 160 43 15
split_gain=5.63316e-05 7.63514e-05 6.51348e-05 0.000116519 0.000102004 8.88664e-05 6.49112e-05 4.54723e-05
threshold=-0.23798499999999997 0.048375000000000008 -0.032929999999999994 -0.081429999999999989 0.095330000000000012 0.050340000000000003 -0.00045499999999999995 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00044545119981121768 0.00043625306207176 0.00053762680218973253 0.00043831405952778855 -0.0002442060073185259 -0.00059597856516364867 -0.00057134865488531964 6.6278088585215245e-05 0.00058380241527278471
leaf_weight=0.0010091210388877047 0.0010862930465957354 0.0010639404140662086 0.0014242539747385714 0.0015723917867606838 0.0016944672090107409 0.0010032170364448947 0.0018131862806286534 0.0010199186755055093
leaf_count=385 151 157 281 1023 472 161 213 278
internal_value=0 3.92162e-05 -1.59424e-05 -7.35467e-05 -0.000176179 -4.46629e-05 7.52737e-05 0.000252587
internal_weight=0 0.0106777 0.00961373 0.00852743 0.00710318 0.00540871 0.0044055 0.0028331
internal_count=3121 2736 2579 2428 2147 1675 1514 491
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=7
num_cat=0
split_feature=42 43 457 151 1 3
split_gain=2.2349e-05 2.65886e-05 3.28178e-05 4.2436e-05 6.68912e-05 7.30472e-05
threshold=-1.0000000180025095e-35 0.084740000000000024 0.045365000000000009 -0.0056149999999999993 0.094825000000000007 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.011640110814421439 -0.017285334933184661 -0.010676909172361519 0.020100622329638815 -0.008976292667881058 -0.0068182245066587092 0.026583664695119864
leaf_weight=0.0014187562709355476 0.0010021357572075227 0.0013932637571220322 0.0011244250624621102 0.0019522521235518257 0.001002969208351745 0.0018856859687340476
leaf_count=862 289 175 232 1050 159 354
internal_value=0 0.001934 0.00445576 0.00144509 0.00532255 0.0149862
internal_weight=0 0.00836073 0.00696747 0.00584304 0.00484091 0.00288866
internal_count=3121 2259 2084 1852 1563 513
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=9
num_cat=0
split_feature=47 4 4 15 48 52 16 4
split_gain=2.18396e-05 4.81651e-05 4.74277e-05 4.4942e-05 4.43185e-05 4.74097e-05 4.39826e-05 2.14641e-05
threshold=0.11893500000000001 0.24564500000000003 -0.0016099999999999997 -0.43375999999999998 0.083985000000000018 -0.0064899999999999992 -0.074319999999999983 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -4 -7
right_child=-2 3 6 -5 -6 7 -8 -9
leaf_value=-0.019940497521171583 -0.013927885079023736 -0.002320657224319986 -0.030443714432595127 0.024792845233035057 0.021312727724633416 -0.00392115161575255 -0.0015378914570536063 0.016523350666298339
leaf_weight=0.001062166345298138 0.001013266227226437 0.0010612234057400284 0.0010058847487026536 0.0014420716672857688 0.0010104547198231595 0.0010497880441584855 0.0011042765050656906 0.0010052647981219846
leaf_count=626 115 169 291 228 277 51 303 1061
internal_value=0 0.00158087 -0.00312155 0.0132986 0.00311298 -0.00278651 -0.0153169 0.00607963
internal_weight=0 0.00874113 0.00623784 0.0025033 0.00412767 0.00311722 0.00211016 0.00205505
internal_count=3121 3006 2609 397 2015 1738 594 1112
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=8
num_cat=0
split_feature=13 39 4 48 15 0 1
split_gain=2.36327e-05 3.81243e-05 5.00047e-05 9.87511e-05 7.63759e-05 0.000124504 6.34387e-05
threshold=-0.23438999999999996 0.085220000000000004 -0.033174999999999989 0.085845000000000019 -0.11713499999999999 -0.11242999999999999 0.077845000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.012192896548057665 -0.0021668723301324138 0.014769140876036577 -0.010566306369261289 -0.021384384630297532 0.044115587331168715 -0.0023499928079611563 -0.03572780340548657
leaf_weight=0.0013610276841495251 0.0012783966745140672 0.0011646944939051156 0.0011951938966921773 0.0014108931952420281 0.0011384715224013811 0.0011685557691519179 0.0010068050980768873
leaf_count=169 837 298 143 306 121 703 544
internal_value=0 -0.00201616 -0.00473203 0.000952222 0.00995067 0.0205798 -0.016953
internal_weight=0 0.00836301 0.00719832 0.00491311 0.00350222 0.00230703 0.0022852
internal_count=3121 2952 2654 1273 967 824 1381
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=10
num_cat=0
split_feature=48 48 474 160 12 4 13 15 0
split_gain=5.20917e-05 8.21608e-05 7.7317e-05 7.21385e-05 9.18321e-05 0.000114646 0.000118089 0.000104841 9.80108e-05
threshold=0.11951500000000001 0.093265000000000015 0.084410000000000013 -1.0000000180025095e-35 -0.029094999999999999 0.076415000000000025 -0.084034999999999985 -0.055554999999999993 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7 -8
right_child=-2 -3 -4 4 5 7 8 -9 -10
leaf_value=-0.00047753961764038206 -0.00042822448488121401 0.00055428027426933466 0.00048984526722735335 -0.0005268571931880009 0.00035185114502736173 1.4684303096081427e-05 5.1269735289132864e-05 0.00085183039303763307 -0.00077062032695019789
leaf_weight=0.0014812850840673197 0.0010247005462573457 0.0010534727370459839 0.00100799090949225 0.0010760391523347229 0.0012711986865839684 0.0011400580496922223 0.0010254170036256608 0.0011607597786043727 0.0012233445944002997
leaf_count=633 114 239 337 236 292 109 92 110 959
internal_value=0 3.50599e-05 -2.32161e-05 -8.49439e-05 -6.22924e-07 9.66577e-05 -0.000125822 0.000437023 -0.000395845
internal_weight=0 0.0104396 0.00938609 0.0083781 0.00689682 0.00582078 0.00351996 0.00230082 0.00224876
internal_count=3121 3007 2768 2431 1798 1562 1343 219 1051
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=8
num_cat=0
split_feature=159 42 160 43 12 2 2
split_gain=2.194e-05 4.01684e-05 4.99144e-05 6.85305e-05 3.62708e-05 7.20744e-05 6.50828e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.098810000000000023 0.089885000000000007 0.11263500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.018748594059256534 0.011687769074499095 -0.018905078011103596 0.023593194604290307 -0.019121472447785379 -0.01791975110168588 0.026371125956926103 -0.0058254492219808269
leaf_weight=0.0012166246948298988 0.0013725896771235981 0.0010783942497687776 0.0014280820254090635 0.0010229064070783793 0.0010391446183612638 0.0014361772438752423 0.001115476134174829
leaf_count=735 527 594 384 362 134 248 137
internal_value=0 -0.00195631 0.000912991 0.0044503 -0.001475 0.00330558 0.0122961
internal_weight=0 0.00833681 0.00712018 0.00604179 0.0046137 0.00357456 0.00255165
internal_count=3121 2594 1859 1265 881 747 385
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=6
num_cat=0
split_feature=15 15 52 15 16
split_gain=2.33393e-05 3.65779e-05 3.28159e-05 8.75964e-05 5.69199e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.088204999999999992 -0.03241999999999999 -0.008904999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.01266186958061954 -0.01469861734511118 -0.01089112827259576 0.027119644965621682 -0.015892263430395071 0.0090997729211688659
leaf_weight=0.0012612432175958558 0.0017702437816572705 0.0016214856741404507 0.0013621660390275661 0.0017114753080666916 0.0019491535737630162
leaf_count=253 373 599 479 1091 326
internal_value=0 -0.00192534 0.00147786 0.00547088 -0.0025849
internal_weight=0 0.00841452 0.00664428 0.00502279 0.00366063
internal_count=3121 2868 2495 1896 1417
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=7
num_cat=0
split_feature=3 2 2 42 49 1
split_gain=2.12395e-05 4.23453e-05 4.8775e-05 4.1594e-05 6.55466e-05 4.36417e-05
threshold=0.13524500000000003 0.11548000000000001 0.10699500000000002 0.075730000000000006 -0.006494999999999999 0.095285000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.01239617385636925 0.010472360358834251 0.015399074516229433 -0.025505382375680508 -0.013755710951006207 0.002412096131171328 0.029186469204032225
leaf_weight=0.0014840999158352466 0.0016077445847531924 0.0011780070095506233 0.001002581894410084 0.001910062196638731 0.0013836521365462938 0.0010870807394539606
leaf_count=192 192 328 210 1271 763 165
internal_value=0 -0.00211757 -0.00512228 -0.00163786 0.00421469 0.0141924
internal_weight=0 0.00804548 0.00686748 0.00586489 0.00395483 0.00247073
internal_count=3121 2929 2601 2391 1120 928
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=11
num_cat=0
split_feature=124 50 484 42 160 49 49 42 2 12
split_gain=6.71358e-05 6.87571e-05 9.93069e-05 5.63613e-05 6.59902e-05 8.23171e-05 8.15517e-05 7.86598e-05 0.000120086 7.81243e-05
threshold=-0.043384999999999993 0.07826000000000001 0.084040000000000017 -1.0000000180025095e-35 0.086870000000000017 -0.074429999999999982 -0.0020949999999999996 0.086730000000000015 0.10613000000000002 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 9 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.00049027186858425782 -0.00048811557066827827 -0.00051114975681445639 0.00054761292063336094 0.00059386314582723324 -0.00042353274662763603 -0.0005076339707817799 0.00014929832083926446 -0.00029754983653099978 -0.00025941288182711127 0.00090636732532657703
leaf_weight=0.0010268916179845674 0.0010236208022810543 0.0010501487174569306 0.0011912568030861713 0.0010073557419799936 0.0011912124067044467 0.0010496683259922793 0.0010122554830294555 0.0013531094227589528 0.0010964765235608465 0.0010865870512178828
leaf_count=259 599 579 297 114 180 147 98 567 116 165
internal_value=0 -3.38372e-05 1.62299e-05 -5.5538e-05 1.25491e-06 7.78602e-05 -1.49926e-05 9.86973e-05 0.000266494 0.000541239
internal_weight=0 0.0110617 0.0100115 0.00882029 0.00779666 0.00660545 0.0055981 0.00454843 0.00319532 0.00209884
internal_count=3121 2862 2283 1986 1387 1207 1093 946 379 263
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=8
num_cat=0
split_feature=484 160 42 151 16 4 1
split_gain=2.01306e-05 3.99972e-05 4.90766e-05 4.58308e-05 8.15819e-05 5.38928e-05 9.25691e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.16703000000000004 -0.080924999999999983 0.10089500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.01952796210391556 0.011910269839724937 -0.018836805625994303 -0.011970199571906155 0.035094584923752774 -0.014614124259027259 -0.015394364060913449 0.0227877908105142
leaf_weight=0.0011009512197996006 0.001235937419389605 0.0010738710286396485 0.0013557936136800149 0.001053913643702649 0.0011413566515534402 0.0010171753318867641 0.001689781460143197
leaf_count=613 394 713 297 194 254 447 209
internal_value=0 -0.00175533 0.000913398 0.00430252 0.00880301 0.0159097 0.00844033
internal_weight=0 0.00843284 0.00733189 0.00625802 0.00490223 0.00376087 0.00270696
internal_count=3121 2727 2114 1401 1104 850 656
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=7
num_cat=0
split_feature=376 43 16 16 151 2
split_gain=2.14406e-05 4.02547e-05 7.76868e-05 4.04703e-05 4.11304e-05 5.95844e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.008904999999999998 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.015994718322947816 0.013782318845130002 -0.019199889604542972 -0.029656930343255273 0.013936238958089979 -0.013475770660787768 0.012704052822081474
leaf_weight=0.0011277118731686329 0.0010096193085382564 0.00138889603872205 0.0010384049083856971 0.0015437502772765793 0.0015594520702191992 0.0019645495444744277
leaf_count=189 166 270 436 505 987 568
internal_value=0 -0.00161991 -0.00427022 -0.00018735 -0.00462532 0.00111888
internal_weight=0 0.00862276 0.00749505 0.00645665 0.0049129 0.003524
internal_count=3121 2955 2766 2330 1825 1555
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=9
num_cat=0
split_feature=151 15 160 12 2 13 15 15
split_gain=6.03453e-05 8.24235e-05 6.22958e-05 6.87784e-05 8.99677e-05 0.000161981 0.000109849 6.17804e-05
threshold=-0.08718999999999999 -0.24436499999999997 -0.082299999999999984 -0.029094999999999999 0.084245000000000014 -0.091904999999999987 -0.013969999999999998 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 -5
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.00042273128408003687 0.00039156899194341837 -0.00057609990911489041 -0.00048116487677906799 -3.3420250337278669e-06 0.0003642034668005115 -3.5487718120582226e-05 -0.00079007703968551619 0.00064308361242866184
leaf_weight=0.001143842672410013 0.0013992834648548389 0.001020392050720585 0.0012688764591098902 0.0010892111108159123 0.0015776865312056073 0.0014810532783817989 0.0014857848557464481 0.0011888462629957377
leaf_count=258 240 484 199 142 177 425 740 456
internal_value=0 -5.15099e-05 -0.000119552 -6.19785e-05 1.59826e-05 -0.000143435 -0.000413384 0.000334007
internal_weight=0 0.0105111 0.00911185 0.00809146 0.00682258 0.00454452 0.00296684 0.00227806
internal_count=3121 2863 2623 2139 1940 1342 1165 598
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=8
num_cat=0
split_feature=48 150 52 51 1 3 2
split_gain=1.96619e-05 4.57371e-05 5.89588e-05 5.50214e-05 4.05905e-05 4.38467e-05 4.54305e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.076794999999999988 0.11588000000000001 -0.028564999999999997 0.10381000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.013069937240717894 -0.00015961303710246917 -0.019944148270875012 -0.021520122319513633 0.031555516580072697 0.010890537670798357 0.013416236521212098 -0.015099255177418376
leaf_weight=0.0010265385341167227 0.0011370704493844819 0.0011707544241507366 0.0017123074567774814 0.0010541255294664767 0.0013009264159285373 0.0011648247228344022 0.0010737203565932968
leaf_count=180 328 229 1515 456 216 116 81
internal_value=0 -0.00157119 0.00131881 0.0150977 -0.00443014 -0.00947489 -0.000261247
internal_weight=0 0.00861373 0.00744297 0.0021912 0.00525178 0.00395085 0.00223855
internal_count=3121 2941 2712 784 1928 1712 197
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=9
num_cat=0
split_feature=48 2 13 48 12 12 15 0
split_gain=8.26715e-05 8.98897e-05 6.51082e-05 7.30029e-05 7.53411e-05 0.000103902 8.85277e-05 1.03063e-05
threshold=0.11951500000000001 0.11237500000000002 -0.13710499999999998 0.016865000000000002 0.10345000000000001 0.084100000000000022 -0.016799999999999995 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3
right_child=-2 7 3 -5 -6 -7 -8 -9
leaf_value=-0.00045483175136461088 -0.00053511636309387439 0.00055859657130753683 -0.00043485425945822621 0.00041498092562151288 0.00036226454755561446 -0.00067625248039145059 0.00026339091036724796 0.00028084365839467561
leaf_weight=0.0012453326458501321 0.0010202167870990422 0.0010053207603615963 0.001118311022250316 0.0014997769190182456 0.0011866799573938304 0.0012310711874730183 0.0018579174822262643 0.0010501498551040676
leaf_count=129 114 105 167 382 169 1414 290 351
internal_value=0 5.03104e-05 -4.22166e-05 3.23209e-05 -7.40764e-05 -0.000197148 1.02689e-06 0.000416691
internal_weight=0 0.0101946 0.00813909 0.00689376 0.00539398 0.0042073 0.00297623 0.00205547
internal_count=3121 3007 2551 2422 2040 1871 457 456
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=9
num_cat=0
split_feature=47 4 16 4 48 52 15 3
split_gain=1.94751e-05 4.371e-05 4.15973e-05 3.89858e-05 3.58296e-05 3.92818e-05 2.60778e-05 6.16543e-06
threshold=0.11893500000000001 0.24564500000000003 -0.5315899999999999 -0.0016099999999999997 0.082620000000000013 -0.0064899999999999992 -0.082809999999999981 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 -7
right_child=-2 2 -4 6 -6 7 -8 -9
leaf_value=-0.018463283449739614 -0.013106246232131726 -0.0024495117022765209 0.023841730825105455 -0.02547017369831861 0.019117315300508923 -4.2217743774109989e-05 -0.0030850938786760661 0.010982468828009878
leaf_weight=0.0010390901883045971 0.0010161850153458567 0.0010394513488940493 0.0014292408015809258 0.0010254288593078953 0.00100333390868806 0.001019057051511394 0.0010567194293825103 0.0010100248759985987
leaf_count=620 115 86 311 320 283 952 274 160
internal_value=0 0.00153057 0.0127717 -0.0029791 0.0027129 -0.00265157 -0.0141094 0.00544559
internal_weight=0 0.00862235 0.00246869 0.00615365 0.00407151 0.00306817 0.00208215 0.00202908
internal_count=3121 3006 397 2609 2015 1732 594 1112
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=7
num_cat=0
split_feature=11 43 12 2 43 15
split_gain=2.07498e-05 3.21839e-05 4.35398e-05 4.14026e-05 4.70277e-05 5.79003e-05
threshold=0.079915000000000014 -0.052894999999999991 0.051320000000000005 0.089885000000000007 0.05259500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.024953434636729513 -0.013512490738972755 -0.015871663787679787 0.00020639884375228584 0.0086961645417925424 0.019285248388535212 -0.020639408675473467
leaf_weight=0.0011768252036121363 0.0010178220034488131 0.0017045857922040573 0.001795910939949758 0.0014979676655870959 0.0012001659788758992 0.00122139688214024
leaf_count=282 199 827 1090 218 230 275
internal_value=0 0.00158722 0.0100031 -0.00286115 0.00279706 -0.00447985
internal_weight=0 0.00859685 0.00297274 0.00562412 0.00391953 0.00271936
internal_count=3121 2922 1372 1550 723 493
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=8
num_cat=0
split_feature=1 2 15 1 4 16 16
split_gain=1.97417e-05 4.62367e-05 4.069e-05 6.67263e-05 3.67771e-05 3.65763e-05 7.18707e-05
threshold=0.077565000000000009 0.097220000000000015 1.0000000180025095e-35 0.10708500000000001 -0.0016099999999999997 -0.071854999999999988 -0.50690499999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.022535705449222988 0.032317432705457741 0.0040881324325604514 -0.015535073996508737 -0.013144340539088133 0.0074357164028332999 -0.014958841989118102 0.024220958646097048
leaf_weight=0.0011418996153155429 0.0011004695018393238 0.0015213512989437606 0.0010300865944378804 0.0010161508202360882 0.0012908568547167491 0.0014474999255426097 0.0010432950944549062
leaf_count=1214 300 422 433 94 209 228 221
internal_value=0 -0.00732715 0.00280303 0.00600563 0.0188861 -0.00277733 0.00578455
internal_weight=0 0.00266325 0.00692836 0.00589827 0.00239133 0.00350695 0.00205945
internal_count=3121 1636 1485 1052 509 543 315
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=7
num_cat=0
split_feature=48 12 3 12 0 1
split_gain=1.99082e-05 4.25144e-05 7.5303e-05 5.37742e-05 4.88476e-05 0.00010204
threshold=-0.032929999999999994 0.09857500000000001 0.13524500000000003 -0.010834999999999999 -0.17169499999999996 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.013183037814021734 0.017762805730249031 -0.015324981701849713 0.026700212841119089 0.0066283990169278264 0.00099991687918017723 -0.036441398521228796
leaf_weight=0.0010219382725243633 0.0010670143683231686 0.0017822135045798678 0.0010463446547628267 0.0016584098577963106 0.0017274804405915602 0.0012579402684668043
leaf_count=180 321 466 157 119 1286 592
internal_value=0 -0.00158591 0.00203777 -0.00248089 -0.00713229 -0.0147764
internal_weight=0 0.0085394 0.00675719 0.00571084 0.00464383 0.00298542
internal_count=3121 2941 2475 2318 1997 1878
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=8
num_cat=0
split_feature=2 4 49 15 0 15 52
split_gain=2.04573e-05 2.64954e-05 4.24275e-05 7.1891e-05 5.27883e-05 0.000112204 9.98339e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.0020949999999999996 -0.067579999999999987 -0.053834999999999994 -0.055554999999999993 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -6
right_child=1 -3 4 -5 6 -7 -8
leaf_value=0.012359454549292874 0.0023192644850975868 0.011323798155521099 -0.011620915497017811 -0.034718322104888115 -0.028117449174234574 0.031335259885356966 0.011861734116620025
leaf_weight=0.0011727529020517666 0.0010540913040315339 0.0013084996405463645 0.0011377857809190604 0.0010422555621686096 0.0013281838563971951 0.001306118689545519 0.0011791245630512585
leaf_count=199 198 259 642 313 255 1181 74
internal_value=0 -0.00174444 -0.00417079 -0.016095 0.000877921 0.0113366 -0.00931624
internal_weight=0 0.00835606 0.00704756 0.00209635 0.00495121 0.0024439 0.00250731
internal_count=3121 2922 2663 511 2152 1823 329
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=7
num_cat=0
split_feature=48 52 12 43 13 16
split_gain=1.89155e-05 3.81701e-05 6.8833e-05 5.39928e-05 7.38927e-05 5.50624e-05
threshold=-0.032929999999999994 -0.081429999999999989 0.095330000000000012 -0.084154999999999994 -0.083364999999999981 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.012921905824996123 0.01058409745967585 -0.019779292553168834 -0.022877719562063067 0.026788488850124803 -0.017303538437570706 0.011643600902049812
leaf_weight=0.0010107122531830852 0.0019850979724907059 0.0010124126939340958 0.0016532087346907039 0.0011968531248457604 0.0013471860076398703 0.0012828602649481904
leaf_count=180 710 349 476 585 512 309
internal_value=0 -0.00155092 -0.00526121 0.000756948 0.00618985 -0.00318396
internal_weight=0 0.00847762 0.00649252 0.00483931 0.0038269 0.00263005
internal_count=3121 2941 2231 1755 1406 821
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=9
num_cat=0
split_feature=159 15 1 12 0 0 12 48
split_gain=4.94223e-05 6.10382e-05 5.39527e-05 7.78318e-05 6.40464e-05 7.23256e-05 5.72457e-05 3.6793e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13075500000000004 0.098810000000000023 -0.062294999999999996 -0.11437499999999999 0.085440000000000016 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3
right_child=1 2 -4 -5 6 -7 -8 -9
leaf_value=-0.00041360321299031816 0.00048035998221232208 -0.0001900676390688556 0.00039727209791032839 -0.00053499535894940679 9.513747869943349e-06 -0.000530111537891473 0.00062654712525600877 0.00024572566851424453
leaf_weight=0.001009591193999613 0.0010863620729412689 0.0014490718280210689 0.0010855627415980763 0.0011720208861425224 0.0013606533604854634 0.0012364580585490477 0.0010050907069554249 0.001532634362696475
leaf_count=421 225 189 90 331 169 1423 120 153
internal_value=0 4.17502e-05 -1.21422e-05 -6.94461e-05 1.34277e-05 -0.000131402 0.000271662 3.39356e-05
internal_weight=0 0.00992785 0.00884149 0.00775593 0.00658391 0.00421816 0.00236574 0.00298171
internal_count=3121 2700 2475 2385 2054 1765 289 342
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=7
num_cat=0
split_feature=0 1 47 3 0 0
split_gain=1.94556e-05 6.55649e-05 7.1331e-05 5.32426e-05 7.7106e-05 4.67491e-05
threshold=-0.060129999999999996 0.08592000000000001 0.092530000000000015 0.076840000000000006 0.11070500000000001 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.026731001559944685 0.025510866490359219 -0.0015425332729194206 -0.019341437617962101 -0.012946724450979852 -0.0090578816864503708 0.022307848636326996
leaf_weight=0.0010189369887768432 0.0017600227576886661 0.0018786062535235798 0.001222486616213807 0.0011250980510073005 0.0010187065234955623 0.001460951168638959
leaf_count=1567 307 155 204 125 141 622
internal_value=0 -0.00379664 0.00132577 0.0054065 0.0128377 0.00889126
internal_weight=0 0.00558098 0.00456204 0.00390383 0.00277873 0.00333956
internal_count=3121 2548 981 573 448 777
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=8
num_cat=0
split_feature=52 151 48 51 1 0 4
split_gain=1.88626e-05 2.71992e-05 5.3249e-05 9.48061e-05 6.82434e-05 8.19296e-05 4.29085e-05
threshold=0.15116000000000002 -0.083274999999999988 0.094275000000000012 1.0000000180025095e-35 0.111945 -0.084044999999999995 -0.39518999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.013335846376226033 -0.01292704516028851 -0.020535807075259427 0.024507136034916232 -0.026021749825415441 0.023502080394072151 -0.0048922349851712402 0.022933144547944751
leaf_weight=0.0010732801995082392 0.0010093605099659913 0.0013981873047738472 0.001054316899585836 0.0011296210972270041 0.001551964041162722 0.0010134443011063834 0.0012229541855671407
leaf_count=345 377 727 220 286 279 129 758
internal_value=0 0.00153724 0.00370304 0.000230351 0.00594801 -0.00154756 0.0103238
internal_weight=0 0.00844377 0.00737049 0.00631617 0.00518655 0.00363459 0.0022364
internal_count=3121 2744 2399 2179 1893 1614 887
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=9
num_cat=0
split_feature=147 151 4 15 15 0 52 52
split_gain=4.64717e-05 7.24259e-05 8.5678e-05 9.51864e-05 5.86946e-05 0.000138773 0.00012777 5.41818e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 1.0000000180025095e-35 -0.10151999999999999 0.10744000000000002 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.00040016234999672059 0.00038907808673587153 -0.00058305862565971329 0.00054144110302772007 0.00075517494103589651 -0.00030163162386954485 2.7906527434564845e-05 0.00053982218487281576 -0.00055765881246314748
leaf_weight=0.0018584984539890713 0.0010172297659265537 0.0010896572099743911 0.0010862866391527998 0.0011186540679026338 0.001419473760579399 0.0011423719866770457 0.0010308528740879492 0.0012975940411851282
leaf_count=462 124 218 237 99 1150 374 149 308
internal_value=0 -5.0731e-05 2.86124e-05 -4.98648e-05 4.68241e-05 0.000154598 -3.897e-05 -0.000283502
internal_weight=0 0.0100434 0.00818489 0.0070986 0.00600895 0.00458947 0.00347082 0.00243997
internal_count=3121 2997 2535 2298 2080 930 831 682
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=9
num_cat=0
split_feature=124 50 3 0 42 12 3 3
split_gain=7.23348e-05 0.000105249 5.72324e-05 0.000122658 9.31289e-05 7.57268e-05 6.56206e-05 0.000111176
threshold=-0.043384999999999993 0.07826000000000001 -0.12018999999999998 -0.053834999999999994 0.075730000000000006 0.090840000000000018 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=0.00049979120583474744 0.00056909912049604944 -0.00064647655474124566 -0.00034958171160684437 -0.00049752845165442177 -0.00015671168131076724 0.0005072885201968931 0.00059827387280059869 -0.00029515065908131713
leaf_weight=0.0010047686118425563 0.0015538294162298375 0.001029640603340788 0.0016489978215878556 0.0019616296973875768 0.0012081189613169126 0.0012133424387603315 0.0011186054107071297 0.001027255927761218
leaf_count=259 184 579 984 249 102 579 80 105
internal_value=0 -5.03239e-05 1.27502e-05 -8.19065e-05 0.000251618 8.08858e-05 -5.54493e-05 0.000170578
internal_weight=0 0.0107614 0.00973178 0.00696983 0.00276195 0.0050082 0.00379486 0.00214586
internal_count=3121 2862 2283 1997 286 1748 1169 185
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=9
num_cat=0
split_feature=48 2 40 51 47 3 2 13
split_gain=5.63798e-05 0.000106019 7.90468e-05 6.21007e-05 6.34182e-05 0.000107206 0.000132299 4.46478e-05
threshold=0.12230500000000001 0.11237500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.085270000000000026 0.090900000000000009 0.084055000000000005 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.00053592756609369282 -0.00044513793950063524 0.00071600854592022728 0.00044704920820782244 6.3421173999607367e-05 0.00031486452694288948 0.0003151724412509106 -0.00069723343784612135 0.00015442121497007943
leaf_weight=0.0011621472224205304 0.0010150524521293338 0.0010465525715419783 0.0010868713496868555 0.0016444198099392785 0.0013482520559019336 0.0013008928603886263 0.0018889356594721672 0.0011340970590163067
leaf_count=220 108 192 265 563 220 104 1184 265
internal_value=0 3.857e-05 -6.1099e-05 1.48114e-05 -6.11752e-05 -0.000166051 -0.000343226 0.000423942
internal_weight=0 0.0106122 0.00843152 0.00726937 0.0061825 0.00483425 0.00353336 0.00218065
internal_count=3121 3013 2556 2336 2071 1851 1747 457
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=9
num_cat=0
split_feature=48 39 2 51 160 4 3 52
split_gain=5.48902e-05 7.90407e-05 0.000132173 5.65979e-05 0.000117755 5.91871e-05 7.28482e-05 8.81812e-05
threshold=0.11951500000000001 0.092870000000000022 0.11510000000000002 -0.090529999999999985 -1.0000000180025095e-35 0.181285 -0.084074999999999997 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=0.00044230279357084564 -0.00044354672584643652 -0.00047275520535447284 0.00072482892955577898 -0.00055310466403095317 -0.00044946905583624787 0.00037882176368661031 -0.00018257627621017395 0.00052474700965507871
leaf_weight=0.0010005465300111779 0.0010168081513804586 0.0010624995099294465 0.0011158115636880966 0.0014571449795494273 0.0012574022023377094 0.0016935034739620422 0.0015859897309975391 0.0011831709637951033
leaf_count=304 114 172 304 678 599 138 512 300
internal_value=0 3.38676e-05 9.17879e-05 5.41282e-06 -5.54923e-05 7.12708e-05 -5.80798e-05 0.00011964
internal_weight=0 0.0103561 0.00929357 0.00817776 0.00717721 0.00572007 0.00402656 0.00276916
internal_count=3121 3007 2835 2531 2227 1549 1411 812
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=8
num_cat=0
split_feature=376 43 16 15 16 2 1
split_gain=1.76725e-05 3.79484e-05 6.97188e-05 3.47695e-05 5.12112e-05 5.00177e-05 4.70445e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.0088349999999999974 -0.071854999999999988 0.089885000000000007 0.077565000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.015598063178772034 0.01251005650570855 -0.015196246313302878 -0.028441010257251539 -0.0060019582956932147 -0.022383628225069011 0.011957171448554571 0.023054216828461756
leaf_weight=0.0011263534379400914 0.001005634365067897 0.0010897309811393275 0.0010157231414823047 0.0010255418772350945 0.0012708034864189074 0.001797146942353518 0.0012202451284049139
leaf_count=189 166 232 436 790 510 368 430
internal_value=0 -0.00150475 -0.00410124 -0.000240445 -0.00565609 0.00170737 0.00978567
internal_weight=0 0.00854554 0.00741919 0.00640347 0.00415768 0.00288688 0.00224579
internal_count=3121 2955 2766 2330 1110 600 1220
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=9
num_cat=0
split_feature=48 2 40 51 47 3 2 1
split_gain=7.70813e-05 0.000105118 8.16143e-05 9.17846e-05 4.40703e-05 0.00010832 0.000145149 2.02578e-05
threshold=0.12230500000000001 0.11293500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.085270000000000026 0.090900000000000009 0.084055000000000005 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.0005398424350871755 -0.00051690816515540308 0.00023461237849474597 0.0005407720453967775 9.4178083651283198e-05 0.00024627014956636031 0.00032467020130111916 -0.0006951342327847854 0.00061426159859197943
leaf_weight=0.0011283311677851926 0.0010118980485205121 0.0010244062087925111 0.0011297503934261637 0.0016702132094941703 0.0013606643007794787 0.0013355327786235827 0.0019316669084628723 0.0011436012039350498
leaf_count=224 108 216 269 563 220 108 1188 225
internal_value=0 4.92209e-05 -4.84978e-05 2.61403e-05 -6.61744e-05 -0.000152279 -0.000329125 0.000434873
internal_weight=0 0.0107242 0.00855616 0.00742783 0.00629808 0.00493741 0.00360188 0.00216801
internal_count=3121 3013 2572 2348 2079 1859 1751 441
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=8
num_cat=0
split_feature=50 484 12 52 4 16 3
split_gain=3.57353e-05 4.16405e-05 3.76873e-05 8.04042e-05 5.75343e-05 8.21479e-05 7.77304e-05
threshold=0.083090000000000011 0.084040000000000017 -0.029094999999999999 0.10160000000000001 0.053180000000000012 -0.27167499999999994 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00032037218390243508 -0.00034542313456676114 0.00038663355760722124 -0.00029631440543287959 -0.00040868284659332626 5.7918183574057712e-05 0.00071964077558981797 0.00035505335964204144
leaf_weight=0.0013063108236095631 0.0010653456638868531 0.0011303442298381686 0.0018999412474428141 0.0012610748257018021 0.0017597108579388192 0.0012222723856636294 0.0011193374870480111
leaf_count=304 597 322 1095 315 193 184 111
internal_value=0 3.29008e-05 -1.37623e-05 4.13891e-05 0.000135965 0.000329149 -5.48328e-05
internal_weight=0 0.00969899 0.00856865 0.00726234 0.00600126 0.00298198 0.00301928
internal_count=3121 2524 2202 1898 1583 377 1206
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=9
num_cat=0
split_feature=48 2 40 51 3 47 2 1
split_gain=5.91325e-05 0.000106414 7.92409e-05 7.5427e-05 6.95484e-05 0.000117732 0.000105646 2.06781e-05
threshold=0.11951500000000001 0.11237500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.090900000000000009 0.085270000000000026 0.084055000000000005 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.00055017508226116703 -0.0004537506713121285 0.00023901274802920792 0.00049528554623155699 -2.6447530656270966e-06 0.00030488272979654099 0.00037526717542443147 -0.00068746283093534095 0.00063109298892281222
leaf_weight=0.0010942160447937384 0.001019535719853081 0.0010157282733949107 0.001074415027677667 0.0016417110454105867 0.0014529199754964098 0.0010877105432954546 0.0018332084902868029 0.0010535876232093415
leaf_count=219 114 231 264 563 119 202 1184 225
internal_value=0 4.13872e-05 -5.90555e-05 1.67405e-05 -6.87306e-05 -0.000187704 -0.000363923 0.00043864
internal_weight=0 0.0102535 0.00818418 0.00708997 0.00601555 0.00456263 0.00347492 0.00206932
internal_count=3121 3007 2551 2332 2068 1949 1747 456
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=9
num_cat=0
split_feature=48 2 3 13 2 42 1 52
split_gain=5.2703e-05 7.05686e-05 8.82547e-05 6.07793e-05 6.17217e-05 8.87787e-05 4.43449e-05 0.000104318
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 -0.086589999999999986 0.093175000000000022 -1.0000000180025095e-35 0.11212500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00047814111452799978 -0.00042572479591886217 0.00045035065477779944 0.0004976275041384937 -0.00040679986034428958 -0.00031408226333336302 -3.9794673755303019e-05 -8.7827733522889305e-05 0.00075563177189252493
leaf_weight=0.0013223506574860221 0.0010158883747848685 0.0014078481139018746 0.001102548768154109 0.0010164442638045824 0.001906731445031634 0.0011752218574462489 0.0010604330200452024 0.0013761846966692289
leaf_count=501 114 379 66 575 576 390 110 410
internal_value=0 4.22502e-05 -2.18736e-05 -9.47702e-05 -1.71957e-05 0.000105114 0.000249177 0.000389245
internal_weight=0 0.0103678 0.00895991 0.00785737 0.00653502 0.00462828 0.00361184 0.00255141
internal_count=3121 3007 2628 2562 2061 1485 910 800
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=8
num_cat=0
split_feature=52 157 15 0 52 15 3
split_gain=1.81545e-05 2.7437e-05 4.17937e-05 8.12863e-05 4.49549e-05 5.25643e-05 8.28787e-05
threshold=0.15116000000000002 -0.072409999999999988 -0.095869999999999983 -0.11756999999999999 -0.088614999999999985 -0.03241999999999999 -0.086769999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=0.016827475517582336 -0.012590255770022905 -0.027690910506078876 -0.012754179376336312 0.007949901307036801 0.029318900231826223 -0.018754332743545057 0.016287133526964783
leaf_weight=0.0010245796182621249 0.0010283526791228159 0.0013646351731005663 0.0011398071048260511 0.0012049489768623063 0.001020429780292968 0.0010933129421474813 0.0017639263057268718
leaf_count=369 377 178 437 345 317 417 681
internal_value=0 0.00146753 -0.000606723 -0.0109779 0.00470466 0.00983654 0.00287863
internal_weight=0 0.00861164 0.00758706 0.00256958 0.00501748 0.00387767 0.00285724
internal_count=3121 2744 2375 523 1852 1415 1098
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=7
num_cat=0
split_feature=150 150 0 2 15 15
split_gain=1.69621e-05 4.49426e-05 3.79009e-05 6.31037e-05 5.31415e-05 6.80325e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.10097500000000002 -0.0088349999999999974 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0034396385777524215 -0.012258629956709708 0.019900130438401199 0.017665706970843284 -0.010937865064186217 0.0080633098481605187 -0.035658940352253095
leaf_weight=0.0017161858691292107 0.0010143690087139655 0.0011406252958158112 0.0020069118593905692 0.0012527238236938786 0.0014157696436780469 0.0010602457489008693
leaf_count=384 124 296 219 281 1180 637
internal_value=0 0.00141467 -0.00141483 0.00667295 -0.00770347 -0.0157433
internal_weight=0 0.00859246 0.00745184 0.00325964 0.0041922 0.00277643
internal_count=3121 2997 2701 500 2201 1021
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=6
num_cat=0
split_feature=42 157 43 16 0
split_gain=1.8455e-05 2.69956e-05 5.62221e-05 5.21681e-05 4.20529e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010642115689324955 -0.012312304593807784 0.019480042018695087 -0.0060056585141285007 -0.015228471569468325 0.016017317324993674
leaf_weight=0.0013988684934268794 0.0011646436960316264 0.0017801363968391274 0.0015963782910176528 0.0017419895478125481 0.0018978264869046475
leaf_count=862 504 624 136 414 581
internal_value=0 0.00178715 0.00412752 -0.00109183 0.0059558
internal_weight=0 0.00818097 0.00701633 0.00523619 0.0034942
internal_count=3121 2259 1755 1131 717
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=8
num_cat=0
split_feature=13 3 39 52 4 12 52
split_gain=1.74771e-05 3.71026e-05 5.36486e-05 0.000101246 8.53785e-05 9.91344e-05 8.52605e-05
threshold=-0.23438999999999996 0.11296500000000002 0.08568000000000002 0.093665000000000012 0.0061450000000000003 0.090840000000000018 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.010545484222345075 -0.029772157960586611 -0.017436268818103083 0.02202435326715799 -0.031507325128238561 0.037464398588714289 -0.0016724709273611819 0.0089847495938652263
leaf_weight=0.0013443459606948911 0.0011615515082283451 0.0012745998424750216 0.0010436591087592739 0.001003547858613358 0.001161108814885705 0.0014623666642012063 0.0011100537080410079
leaf_count=169 556 100 284 567 186 249 1010
internal_value=0 -0.00175387 0.00112541 -0.00257229 0.00335973 0.0156489 -0.010833
internal_weight=0 0.00821689 0.00694229 0.00589863 0.00489508 0.00262348 0.00227161
internal_count=3121 2952 2852 2568 2001 435 1566
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=7
num_cat=0
split_feature=484 42 160 43 4 4
split_gain=1.76328e-05 3.07284e-05 5.05099e-05 3.98597e-05 4.0257e-05 5.8507e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.016094353184747088 0.01209037976874533 -0.019484296571359794 0.018446641243965597 0.0069766749430677944 0.01297369180767389 -0.020463490677735369
leaf_weight=0.0012397579273551174 0.0010671216248865677 0.0010358961475109988 0.0015185148505704651 0.0015508908086989772 0.001546299620425642 0.0015572202652369615
leaf_count=806 368 539 467 577 180 184
internal_value=0 -0.00155176 0.00094924 0.00437825 -0.000211603 -0.00677135
internal_weight=0 0.00844858 0.00720882 0.00617293 0.00465441 0.00310811
internal_count=3121 2753 1947 1408 941 761
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=9
num_cat=0
split_feature=124 52 52 160 52 0 2 3
split_gain=6.64069e-05 4.22709e-05 6.61544e-05 5.10908e-05 8.16479e-05 0.000130448 0.000136299 4.51785e-05
threshold=-0.043384999999999993 -0.22660999999999995 -0.081429999999999989 0.050340000000000003 0.10744000000000002 0.0059850000000000016 0.10882500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00046973314738091353 -0.00043522913932874627 0.0003881005642735992 0.00010270667864708478 -0.00048202046104007786 0.00036592960970137199 -0.00063384427746546927 -0.00041566653365403652 0.00063161149911023331
leaf_weight=0.0010040450923692558 0.0010303416125351352 0.0013326523278752661 0.0014932785414893438 0.0010719481346000356 0.0016094224819684028 0.0014822318066078964 0.0015408958326869771 0.0010628778486333962
leaf_count=259 384 288 1137 189 474 94 213 83
internal_value=0 -5.78243e-05 -1.72902e-05 -8.26899e-05 -2.31435e-05 -0.000135377 4.49584e-05 0.000322631
internal_weight=0 0.0106236 0.00959331 0.00826065 0.00718871 0.00557928 0.00409705 0.00255616
internal_count=3121 2862 2478 2190 2001 1527 1433 1220
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=8
num_cat=0
split_feature=150 150 1 4 47 133 16
split_gain=1.82499e-05 4.20268e-05 3.56944e-05 5.39344e-05 4.45031e-05 3.24228e-05 4.0361e-05
threshold=0.11456000000000001 0.081835000000000019 0.111945 -0.0016099999999999997 0.085770000000000027 1.0000000180025095e-35 0.042200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.0054761327194473609 -0.01270602878131186 0.019486723528801066 0.022985794176137535 -0.020664959720489005 -0.0038968489861662889 -0.012219322148948088 0.022341013500319074
leaf_weight=0.0010173485733329618 0.001014949801865078 0.001124913073303483 0.0011447912340202594 0.0016900989260805535 0.0013326953662571674 0.0011339967765675069 0.0010703971006086324
leaf_count=782 124 296 244 553 143 703 276
internal_value=0 0.00148006 -0.00126118 -0.00619724 0.00852502 0.0013924 0.00878585
internal_weight=0 0.00851424 0.00738933 0.00491184 0.00247749 0.00322174 0.00208775
internal_count=3121 2997 2701 2314 387 1761 1058
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=8
num_cat=0
split_feature=42 15 3 49 4 1 4
split_gain=1.70637e-05 5.21416e-05 4.64721e-05 7.23132e-05 5.3204e-05 3.70424e-05 3.58138e-05
threshold=0.075730000000000006 1.0000000180025095e-35 0.10893000000000001 -0.006494999999999999 0.033845000000000007 0.10752500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2 -5
right_child=5 -3 4 6 -6 -7 -8
leaf_value=-0.0063911842297420338 -0.01664308814063337 -0.017533481439644723 0.010035444319140684 0.011631882728375408 -0.021226704992209609 0.0077517755992866635 0.036072754445514298
leaf_weight=0.0012380505682909413 0.001564175744948478 0.0010868964576899402 0.0011152930660102978 0.001249406442948001 0.0010634796200207786 0.0010338590833253777 0.0011526473177950079
leaf_count=164 1313 594 91 403 132 221 203
internal_value=0 0.00257187 0.0063273 0.0132412 -0.00522391 -0.00693542 0.0233601
internal_weight=0 0.00690577 0.00581888 0.0036401 0.00217877 0.00259803 0.00240205
internal_count=3121 1587 993 770 223 1534 606
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=7
num_cat=0
split_feature=11 2 3 0 12 2
split_gain=1.84011e-05 3.758e-05 4.67276e-05 4.5215e-05 7.30793e-05 2.0326e-05
threshold=0.078340000000000007 0.098260000000000014 0.11924500000000002 -0.053834999999999994 0.088365000000000013 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0021886775333794669 -0.012171813607526323 0.020875473720048728 -0.0018498419830863943 -0.017081739536714855 0.025241304142160081 -0.017939179535763319
leaf_weight=0.0010061458143965675 0.0011017128433767004 0.0017687157218321987 0.0018524265083698444 0.0017442047760286867 0.0010000432924061739 0.0010007262756250874
leaf_count=355 208 634 186 199 854 685
internal_value=0 0.00157596 0.00925014 -0.00427304 0.00315683 -0.00784807
internal_weight=0 0.00837226 0.00362114 0.00475112 0.00300692 0.00200687
internal_count=3121 2913 820 2093 1894 1040
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=8
num_cat=0
split_feature=1 0 15 1 3 3 4
split_gain=1.74294e-05 5.37688e-05 3.98535e-05 6.28899e-05 3.46498e-05 5.64418e-05 2.82227e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.10708500000000001 -0.075944999999999985 0.11924500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.023370794918351569 0.030357112348024313 0.0054308942967105046 -0.015611357974386767 -0.015735882192786519 0.020471324077647322 -0.012001354619571592 0.0083839946273073992
leaf_weight=0.0011337468364669969 0.0010788996299612448 0.0015134245370588741 0.0010156932020205702 0.0012875821757287321 0.0011244950273608645 0.001021489693556088 0.0012757204554925954
leaf_count=1565 300 71 433 160 219 164 209
internal_value=0 -0.00690447 0.00265892 0.00586493 -0.00276698 0.00501431 0.0184522
internal_weight=0 0.00264717 0.00680388 0.00578819 0.00343357 0.00214598 0.00235462
internal_count=3121 1636 1485 1052 543 383 509
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 16 3
split_gain=5.47115e-05 6.44915e-05 0.000105085 7.06831e-05 0.000100955 0.000112661 2.38795e-05 2.03887e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 -0.073404999999999984 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00038171461587096692 0.00043143067722443669 -0.00011427544359125489 0.00058648104881058461 -0.0005329276724975508 -0.00018468201115130471 0.00031687947860786585 -0.00052029191259388835 0.00069821543979949811
leaf_weight=0.0018090045479186587 0.0010128729155578766 0.0011659151936795186 0.0011159126422449128 0.0010406697473785307 0.0015431856102308731 0.0010685524022377184 0.0010662427479367505 0.0010878446896814119
leaf_count=462 124 230 237 396 526 655 440 51
internal_value=0 -4.70332e-05 2.78204e-05 -6.15915e-05 2.11002e-05 0.000219796 -0.000308219 0.000509253
internal_weight=0 0.00989733 0.00808832 0.00697241 0.00593174 0.00369958 0.00223216 0.0021564
internal_count=3121 2997 2535 2298 1902 1232 670 706
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=7
num_cat=0
split_feature=42 42 3 1 0 1
split_gain=1.75526e-05 2.73554e-05 5.40224e-05 3.50605e-05 6.77187e-05 3.15369e-05
threshold=-1.0000000180025095e-35 0.075730000000000006 -0.116045 0.094465000000000007 -0.15202999999999997 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.010429083132034892 0.024353678033907141 -0.015722633504644399 -0.0093003308625279717 -0.0063904432232626505 0.028176452230959159 0.0068934300970430714
leaf_weight=0.0013826254141080059 0.001215774341639054 0.0015521164704266587 0.0019768861977729371 0.0012844169491541997 0.0010143034267045673 0.0010229274147059665
leaf_count=862 150 1313 193 114 268 221
internal_value=0 0.00176565 0.00575345 0.000464445 0.0088621 -0.00673848
internal_weight=0 0.00806642 0.00549138 0.00427561 0.00229872 0.00257504
internal_count=3121 2259 725 575 382 1534
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=8
num_cat=0
split_feature=4 0 15 15 16 0 150
split_gain=4.69548e-05 5.99075e-05 4.91789e-05 0.00013273 0.000111126 6.33466e-05 0.000123478
threshold=-0.49405499999999997 0.051010000000000007 -0.016799999999999995 1.0000000180025095e-35 -0.056919999999999991 -0.10836499999999999 0.076925000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0003969090500329258 -0.00049217772759916007 0.00043227464175101698 0.00067597676545351005 -0.0001793953126397877 -0.00053145272516982509 0.0004224425945492367 0.00038281527731774147
leaf_weight=0.0010693119817405854 0.0014490561776325313 0.0012742631688297595 0.0012166794934034336 0.0016343367937400564 0.0018027374558955141 0.0012447155346107974 0.0010838645948589268
leaf_count=156 189 118 270 1162 692 419 115
internal_value=0 3.60166e-05 -2.38712e-05 0.000185637 -0.000130909 6.02354e-05 -0.000117759
internal_weight=0 0.00970565 0.00843139 0.00285102 0.00558037 0.00377764 0.00253292
internal_count=3121 2965 2847 1432 1415 723 304
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=1.7017e-05 7.48704e-05 8.26522e-05 8.91607e-05 0.000134968 8.77676e-05 5.61124e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.026297644161511858 0.0094066147932855421 -0.018736679908474527 0.030500419221261583 -0.04158712568385451 0.030705945845454819 -0.00083509204983640687 2.462600287644144e-05
leaf_weight=0.0010866572277827185 0.0015919842718100366 0.001032867176684271 0.0013347590796522605 0.0010463768155219207 0.0011861685230140442 0.0010677953776993265 0.0011037494430480035
leaf_count=198 553 667 273 218 196 108 908
internal_value=0 -0.00193122 0.00197886 -0.00630886 0.0076925 -0.0210047 0.0167061
internal_weight=0 0.00785837 0.00677172 0.00433321 0.00221904 0.00211417 0.00243851
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=7
num_cat=0
split_feature=3 2 48 2 13 0
split_gain=1.924e-05 3.12399e-05 3.77203e-05 7.56733e-05 6.33604e-05 5.3905e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 1.0000000180025095e-35 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.015143075686431912 0.010015521854431789 0.013245623704211104 0.011959714017373087 -0.035393581376046104 -0.014018530580588981 -0.0060455447208052392
leaf_weight=0.0017241598780062056 0.0015875061693472851 0.001139032344672922 0.0011320966625116835 0.0012709303339588506 0.0013120432732371529 0.0012330462620249887
leaf_count=716 192 328 255 1161 142 327
internal_value=0 -0.00206038 -0.00467329 -0.00807213 0.00254139 -0.0209416
internal_weight=0 0.00781131 0.00667228 0.00554018 0.0030362 0.00250398
internal_count=3121 2929 2601 2346 858 1488
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=8
num_cat=0
split_feature=11 13 12 12 0 4 48
split_gain=1.78542e-05 3.46382e-05 4.39361e-05 4.38678e-05 6.55725e-05 6.04107e-05 8.09125e-05
threshold=0.078340000000000007 -0.084034999999999985 0.090455000000000021 0.051320000000000005 -0.019414999999999998 0.09173000000000002 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.0019791621399732509 -0.012017448364551863 0.02501878543569401 0.02561164334378448 -0.016122122872614435 0.02475937986305133 -0.022703304374909476 -0.014183984706222737
leaf_weight=0.0011418095589926633 0.001095611159356513 0.0010808729267248879 0.0011670908107146258 0.0016856555773279323 0.0010408414306134848 0.0011337729972303685 0.0010264526200367439
leaf_count=737 208 129 124 1452 164 161 146
internal_value=0 0.00156686 0.0119673 -0.00245714 0.0029223 -0.00409042 0.00592359
internal_weight=0 0.0082765 0.0023089 0.0059676 0.00428194 0.0032411 0.00210733
internal_count=3121 2913 861 2052 600 436 275
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=7
num_cat=0
split_feature=15 150 15 16 4 47
split_gain=2.0351e-05 3.41323e-05 7.90108e-05 5.07334e-05 8.66112e-05 3.42058e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.037864999999999989 -0.013324999999999998 -0.10429499999999998 0.10783500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.012135001534420736 -0.033078614230395598 0.010274610494404054 -0.012665470487563125 -0.003488450028033066 0.032860639885325948 -0.0078460075797165841
leaf_weight=0.0012007913456641957 0.0011084645965125733 0.0018155712750775243 0.0014127102395364837 0.0016868666407164126 0.0010721707378048119 0.0010425505136124548
leaf_count=253 709 397 1025 259 316 162
internal_value=0 -0.00181082 -0.00528113 0.00274586 0.0106369 -0.0208489
internal_weight=0 0.00813833 0.00632276 0.00417175 0.00275904 0.00215102
internal_count=3121 2868 2471 1600 575 871
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=10
num_cat=0
split_feature=147 11 48 0 2 2 16 3 0
split_gain=7.57254e-05 6.39965e-05 6.49153e-05 9.7672e-05 8.36408e-05 0.000125101 8.40371e-05 0.000104549 4.0599e-05
threshold=0.089025000000000007 0.081005000000000008 0.082620000000000013 -0.20211999999999997 0.11237500000000002 0.10060500000000001 0.22339500000000004 -0.00083499999999999991 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00044416360428245559 0.00049487772085842591 -0.00051483827631348847 -0.0001239913327294126 0.00060295443116724563 0.00036911905692377489 -0.00081468583019202255 -0.00054005243848028958 0.00056234001657985298 0.00010069980048054766
leaf_weight=0.0010330902320966194 0.0011000252424751842 0.0010109835606921152 0.0013749922369399314 0.0014706246924503308 0.0011838730714664788 0.0010474700918551667 0.0010590057238294009 0.001179888946720554 0.0010706791376411098
leaf_count=352 124 178 79 478 299 181 156 114 1160
internal_value=0 -4.60273e-05 4.2889e-06 0.000251697 -0.000102804 -0.000206455 -5.97476e-05 9.51545e-05 -0.000166864
internal_weight=0 0.0104306 0.00941962 0.00284562 0.00657401 0.00539013 0.00434266 0.00328366 0.00210377
internal_count=3121 2997 2819 557 2262 1963 1782 1626 1512
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 15 12 3
split_gain=4.07777e-05 6.36575e-05 9.94946e-05 8.02606e-05 0.000149144 9.48554e-05 6.1856e-05 5.71492e-05
threshold=0.081365000000000007 0.082620000000000013 -0.20211999999999997 0.11237500000000002 0.10097500000000002 -0.016799999999999995 0.090455000000000021 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.00066466692474923602 -0.00038000149609782876 -0.00010641544804925883 0.00065046651282453017 0.00037334549803858213 -0.00085272678494994634 -1.7522329491230289e-05 1.5874394779209612e-05 0.00057579654473562038
leaf_weight=0.0010497598011974813 0.001011304619333798 0.0012727841515021154 0.0014046402437117344 0.0013011113511156615 0.0010021690409138164 0.0014720060116122317 0.0010051700759796855 0.0010836368073008089
leaf_count=353 178 79 485 343 192 1202 190 99
internal_value=0 3.39676e-05 0.000290663 -6.54389e-05 -0.000167155 -1.81372e-05 -0.00033178 0.000234055
internal_weight=0 0.00959128 0.00267742 0.00691385 0.00561274 0.00461057 0.00205493 0.00255564
internal_count=3121 2943 564 2379 2036 1844 543 1301
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=9
num_cat=0
split_feature=12 13 2 2 1 43 0 15
split_gain=5.0494e-05 5.43462e-05 5.88484e-05 8.1874e-05 7.87243e-05 8.97999e-05 0.000106903 5.83175e-05
threshold=0.11650500000000001 0.11217000000000001 0.098260000000000014 0.10882500000000002 0.077565000000000009 -0.074359999999999996 -0.11991499999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -5
right_child=-2 -3 3 7 5 6 -8 -9
leaf_value=-0.0006174309993911384 -0.00039217404391612477 0.00037680536087091824 0.00063020262282775178 0.00022199042304241377 0.00044930207097928745 0.00013501819164327526 -0.00067890994066951873 -0.00034993948088583903
leaf_weight=0.0011431927540477248 0.0011690441691380631 0.0015444967567902349 0.0010302044675617305 0.0016499405216668446 0.0010697138069335047 0.0013865216412786967 0.0011228244956998095 0.0011725762984408955
leaf_count=1170 147 168 270 273 321 124 404 244
internal_value=0 3.82276e-05 -2.27559e-05 0.000157078 -0.000169476 -2.63942e-05 -0.00022918 -1.56101e-05
internal_weight=0 0.0101195 0.00857497 0.00385272 0.00472225 0.00357906 0.00250935 0.00282252
internal_count=3121 2974 2806 787 2019 849 528 517
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=9
num_cat=0
split_feature=1 12 2 51 16 1 2 0
split_gain=5.4356e-05 5.69166e-05 6.86444e-05 7.86519e-05 4.98245e-05 7.63888e-05 4.41135e-05 3.24314e-05
threshold=0.13686500000000004 0.098810000000000023 1.0000000180025095e-35 -0.071649999999999978 -0.094359999999999986 0.088975000000000012 0.080205000000000012 -0.15931499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 -6 -3 -5
right_child=-2 6 3 4 5 -7 -8 -9
leaf_value=-0.00036193225593752489 0.0004186174514417087 -5.697428714942626e-05 -0.0003945931610594345 -0.00018591711585662818 0.00013403536998028389 0.0007845509361807994 -0.00062823386875739714 0.00026777130073825345
leaf_weight=0.0014571141812683239 0.0010385945100629011 0.0010434458060222386 0.0010083918775308422 0.0014973714705828886 0.0018965732798568373 0.0010945616918316093 0.0010354376821466948 0.0010173507887797106
leaf_count=565 169 108 359 124 958 177 331 330
internal_value=0 -5.25609e-05 2.27937e-05 0.00010885 0.000201055 0.000372082 -0.000341504 -2.37388e-06
internal_weight=0 0.0100502 0.00797136 0.00651425 0.00550586 0.00299113 0.00207888 0.00251472
internal_count=3121 2952 2513 1948 1589 1135 439 454
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.74557e-05 3.34199e-05 3.86417e-05 3.46473e-05 4.65197e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.15350499999999997 -0.083364999999999981 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.012836604321014911 0.0082784066309237164 -0.022942051247574383 0.0089596789947580923 -0.017365918654814544 0.0071986405158528961
leaf_weight=0.0012256818661293594 0.001996249776889919 0.0010280688844807005 0.0019153556736725267 0.0020179362959332823 0.0012475580710954925
leaf_count=451 352 118 604 1428 168
internal_value=0 -0.00225352 -0.00523241 -0.00171818 -0.00798121
internal_weight=0 0.0074346 0.00620892 0.00518085 0.00326549
internal_count=3121 2769 2318 2200 1596
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=7
num_cat=0
split_feature=2 52 3 0 4 52
split_gain=1.67025e-05 6.63623e-05 6.7835e-05 5.03143e-05 7.89563e-05 4.38295e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.060129999999999996 0.04735000000000001 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.032885144329160253 -0.0029035879479493822 -0.025970747388470824 0.020817672422624153 0.007208343231413495 0.0045993869856399746 0.022913832363180394
leaf_weight=0.0011725302932102154 0.0018334728950441851 0.0010402935070743403 0.0013741798454645938 0.0018898059137555773 0.0010790702001087006 0.0010252827662547508
leaf_count=1432 423 458 140 233 237 198
internal_value=0 -0.0028041 0.00156535 -0.00482285 -0.0149208 0.00635574
internal_weight=0 0.00655588 0.00551559 0.00414141 0.0022516 0.00285876
internal_count=3121 2500 2042 1902 1669 621
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=9
num_cat=0
split_feature=50 160 151 12 4 1 13 52
split_gain=6.55887e-05 7.43848e-05 6.80255e-05 6.20159e-05 9.28601e-05 8.91175e-05 6.15392e-05 2.13929e-05
threshold=0.083090000000000011 -0.085579999999999976 -0.083274999999999988 0.11650500000000001 0.181285 0.089105000000000018 -0.029529999999999997 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.0005493060877739892 -0.00044670339530531177 -0.00044873473389163513 -0.0001248076370030842 -0.00037466482961151222 0.00049745331185774852 -0.0004817413303278136 0.0004423220940702861 -9.7597765551187419e-05
leaf_weight=0.0010033122463997046 0.0011761827759928572 0.0011984799045044294 0.0012600375503200242 0.0011343838647868828 0.0018462381015601119 0.0012381665952666708 0.0017674340340215213 0.0010136819827907119
leaf_count=382 597 243 585 106 295 225 544 144
internal_value=0 4.16597e-05 -1.21894e-05 5.11514e-05 0.000118941 -1.34291e-05 0.000206282 -0.000308817
internal_weight=0 0.0104617 0.00945842 0.00825994 0.00712556 0.00527932 0.00302747 0.00225185
internal_count=3121 2524 2142 1899 1793 1498 1129 369
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=8
num_cat=0
split_feature=47 4 42 3 16 4 2
split_gain=4.7597e-05 7.49724e-05 7.33529e-05 4.5647e-05 4.21079e-05 8.1478e-05 0.00011029
threshold=0.12431000000000002 0.181285 0.086665000000000006 -0.13309499999999996 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.00031589622262577217 -0.00039825260136809322 -1.4262208502470555e-05 -0.0005530804162523985 0.00047666921532561014 -0.00043459067348567088 0.00052577674071065106 0.00029458448224218138
leaf_weight=0.0011844231956128848 0.0010499316663991022 0.0011648696720765739 0.0010454885211944234 0.0019423236299100531 0.0015765313467335845 0.0012445815799397254 0.0016139098456390642
leaf_count=228 91 86 934 352 948 152 330
internal_value=0 4.1086e-05 -7.618e-05 0.000292622 1.25465e-05 0.000100261 -6.57317e-05
internal_weight=0 0.00977213 0.00666493 0.00310719 0.00561945 0.00443502 0.00319044
internal_count=3121 3030 2592 438 1658 1430 1278
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=8
num_cat=0
split_feature=49 15 42 52 0 15 4
split_gain=1.67931e-05 7.07968e-05 4.0289e-05 4.18415e-05 6.14658e-05 0.000112539 0.000224029
threshold=-0.043469999999999995 -0.040804999999999994 0.090395000000000017 0.10347000000000002 0.0059850000000000016 -0.016799999999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.025362476466125428 -0.045506921060425816 -0.010318968981979412 -0.02023881841405651 0.016271016583871863 -0.022251904066142303 0.025621454703876414 0.01946560402932157
leaf_weight=0.0011150178463489135 0.0010028533259368413 0.0011092729933987575 0.0010740948218035439 0.001354594724795672 0.0012943259077054306 0.001369219498872698 0.0011271776829528464
leaf_count=226 498 199 698 337 185 820 158
internal_value=0 0.00756783 -0.0023695 0.000752295 -0.00363307 0.00325379 -0.0111245
internal_weight=0 0.00222429 0.00722227 0.00614817 0.00479358 0.00349925 0.00213003
internal_count=3121 425 2696 1998 1661 1476 656
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=8
num_cat=0
split_feature=52 13 3 150 3 1 47
split_gain=1.96862e-05 4.11399e-05 5.30609e-05 6.50495e-05 6.16538e-05 5.99655e-05 0.000111611
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 -0.14989499999999997 1.0000000180025095e-35 0.077555000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.019065846125764559 -0.011351950776292561 -0.013120182305026849 -0.019695865488845197 -0.017350696147523246 -0.0036273850566979704 0.044765153900781618 0.00019477427972404695
leaf_weight=0.0011810169229985569 0.0013199539847113624 0.0010018838637777536 0.0012587631629564777 0.0012268954376114024 0.0011379770368333568 0.0012361454255919442 0.0010299825254664343
leaf_count=137 501 188 137 231 1239 504 184
internal_value=0 0.00182111 -0.0011341 0.00301384 0.00868456 0.0151021 0.0245074
internal_weight=0 0.00807266 0.00689165 0.00563288 0.00440599 0.0034041 0.00226613
internal_count=3121 2620 2483 2346 2115 1927 688
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=9
num_cat=0
split_feature=159 15 1 12 2 52 16 457
split_gain=4.81446e-05 4.94939e-05 5.05316e-05 0.000110422 0.000106131 5.66802e-05 6.80568e-05 7.01482e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13075500000000004 0.098810000000000023 0.073895000000000002 -0.087769999999999987 -0.004174999999999999 0.032140000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00040934548991509675 0.00043357546837696933 -0.00048270605299361488 0.00039284187867141747 -0.00061733452092227773 -0.00025230331265027812 -0.00012274397210354537 0.00063426967727711972 0.00051314222413581685
leaf_weight=0.0010220151070910255 0.0010812759980891361 0.0012399404201719148 0.0010488130241212926 0.0011822398874211009 0.0010552126212587404 0.0019662265694932427 0.0012758733516024996 0.0010093959622768864
leaf_count=421 225 451 90 331 440 903 116 144
internal_value=0 3.77426e-05 -1.10178e-05 -6.58217e-05 3.37743e-05 0.000154453 0.000255409 9.29625e-05
internal_weight=0 0.00985898 0.0087777 0.00772889 0.00654665 0.00530671 0.0042515 0.00297562
internal_count=3121 2700 2475 2385 2054 1603 1163 1047
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=7
num_cat=0
split_feature=48 12 2 13 52 48
split_gain=2.04677e-05 5.59467e-05 6.78629e-05 5.2074e-05 4.5793e-05 4.5735e-05
threshold=-0.032929999999999994 0.09857500000000001 0.073895000000000002 -0.084034999999999985 0.091275000000000009 0.016865000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.013473907806942298 -0.017156214254845061 -0.017405840253266507 0.023013129306969013 -0.020416540810373827 0.018298165057102484 0.0064160047228684434
leaf_weight=0.0010030294426722269 0.0013768608866648671 0.0017744871814021814 0.0015726104872968586 0.001190870225705915 0.0011006970831067713 0.0013614098644306144
leaf_count=180 591 466 666 694 294 230
internal_value=0 -0.00164205 0.00259465 0.0077987 0.00124887 -0.00610381
internal_weight=0 0.00837694 0.00660245 0.00522559 0.00365298 0.00255228
internal_count=3121 2941 2475 1884 1218 924
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 0 15
split_gain=3.95065e-05 6.0319e-05 9.13626e-05 7.31079e-05 8.43476e-05 0.000100983 7.33777e-05 9.34832e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.10925999999999998 0.10981000000000002 -0.014954999999999998 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00036535899749388169 0.00035310609184641215 -0.00047940768651912849 0.0005515137051557 -0.0005232416553568966 -0.00026332901035829893 0.0006622867524410191 -0.00040291281255597753 0.00049150171961808754
leaf_weight=0.0018482053296582411 0.0010568624126452162 0.001033441808927219 0.0011038015842869562 0.0010853623754747532 0.001085571911509808 0.001093721616910332 0.001251343334391405 0.0015057818903310811
leaf_count=462 124 424 237 396 207 142 73 1056
internal_value=0 -4.55108e-05 2.69422e-05 -5.51279e-05 2.99784e-05 0.000136619 -1.29988e-05 0.000175287
internal_weight=0 0.0100072 0.00815902 0.00705522 0.00596986 0.00493642 0.0038427 0.00259135
internal_count=3121 2997 2535 2298 1902 1478 1336 1263
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.80589e-05 4.59397e-05 6.46829e-05 3.90183e-05 6.33362e-05 3.72982e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.011354797893762709 -0.012123876213014084 -0.030928819886307087 -0.00037263123508184348 0.022856736024386537 0.0097035032709446804 -0.016122885312680437
leaf_weight=0.0012316959757357987 0.0011709971008050102 0.0010954401064411068 0.0018846646128582514 0.0017557373107871584 0.0011832626917160161 0.0010602466077116839
leaf_count=174 165 1845 159 488 161 129
internal_value=0 -0.00489038 -0.0116046 0.00393037 0.00863112 -0.00250163
internal_weight=0 0.0042118 0.0029801 0.00517024 0.00399925 0.00224351
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=7
num_cat=0
split_feature=52 52 16 15 1 4
split_gain=1.84036e-05 3.24052e-05 4.74438e-05 4.59191e-05 5.66301e-05 6.87494e-05
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 0.11181500000000001 0.022185000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.01088297907842486 -0.010987836069344814 0.018422320773096402 -0.017556767980992431 0.016187295057662608 -0.016827326661365796 0.024917637078226949
leaf_weight=0.001029938938061992 0.0013164119084781304 0.0010200022214284146 0.0013427671996717634 0.0018681599909454428 0.0016598945899747768 0.0011193796109900032
leaf_count=527 501 214 515 879 249 236
internal_value=0 0.0017672 -0.000652735 0.00334527 -0.00295287 0.00776222
internal_weight=0 0.00804014 0.00702014 0.00567737 0.00380921 0.00214932
internal_count=3121 2620 2406 1891 1012 763
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=9
num_cat=0
split_feature=1 12 13 1 47 3 4 2
split_gain=8.20402e-05 9.73908e-05 7.46593e-05 6.99258e-05 8.1447e-05 5.24324e-05 7.35736e-05 4.97867e-05
threshold=0.13686500000000004 0.11650500000000001 0.11217000000000001 0.077565000000000009 0.092530000000000015 -0.15121499999999996 0.0061450000000000003 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.00038548135252542494 0.00051787907886421817 -0.00063786885563518628 0.0004656750960305156 -0.0002421871676064293 -0.0004004587141992346 -4.0242571641347219e-05 0.0008052191880899899 0.00021596256948693801
leaf_weight=0.0019817147834978602 0.0010364294112052376 0.0010144140053968053 0.0011675402769645649 0.0010547384817630075 0.0013102628039854862 0.0018502720281323719 0.0010284724453216878 0.0011880999826332245
leaf_count=1454 169 121 156 159 207 623 126 106
internal_value=0 -6.01351e-05 1.03341e-06 -6.34444e-05 3.57784e-05 0.000147382 0.000248416 0.000489373
internal_weight=0 0.0105955 0.0095811 0.00841356 0.00643185 0.00512158 0.00406684 0.00221657
internal_count=3121 2952 2831 2675 1221 1014 855 232
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=7
num_cat=0
split_feature=1 0 0 2 16 12
split_gain=2.01641e-05 5.66857e-05 5.48155e-05 5.38784e-05 4.33445e-05 2.87776e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.074479999999999977 0.10097500000000002 -0.083539999999999989 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.016930716024248654 0.017496905636035842 -0.005585700046689829 0.013534706148743953 -0.013701471654975608 -0.032146044620659391 -0.0028680135282045981
leaf_weight=0.0011690451820327574 0.0013613855826550506 0.0012757785633687032 0.0016879728620792568 0.001274866295001851 0.0011852415748629238 0.001415210661131895
leaf_count=104 311 719 331 356 1145 155
internal_value=0 -0.00304198 -0.00734685 0.00181538 -0.0183773 0.00711706
internal_weight=0 0.0065929 0.00542386 0.00296284 0.00246102 0.0027766
internal_count=3121 2655 2551 687 1864 466
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=9
num_cat=0
split_feature=48 2 3 0 0 15 48 0
split_gain=5.48769e-05 0.00010234 6.13986e-05 5.02671e-05 6.88828e-05 6.45393e-05 5.86527e-05 5.25754e-05
threshold=0.11951500000000001 0.11510000000000002 0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.03241999999999999 0.083985000000000018 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -7
right_child=-2 -3 -4 5 -6 7 -8 -9
leaf_value=-0.00029449715126490643 -0.00044368228441775463 0.00052344826134340995 0.00039183864294074582 0.00045147825918679231 -0.00061980598893943627 0.000170618465343588 0.00027555125626800271 -0.00041988402289396307
leaf_weight=0.001852260550148812 0.0010105246227777144 0.0014219242886668237 0.0010924900231841436 0.0011461640514437142 0.0013177325516930982 0.0011891937911731845 0.0011096838521416838 0.0011310412330606777
leaf_count=255 114 379 66 109 1830 130 118 120
internal_value=0 3.5222e-05 -4.33225e-05 -0.000104697 -0.000246853 7.08114e-05 -8.09302e-05 -0.000117233
internal_weight=0 0.0102605 0.00883857 0.00774608 0.00427968 0.0034664 0.00296194 0.00232024
internal_count=3121 3007 2628 2562 2203 359 373 250
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=7
num_cat=0
split_feature=52 15 160 52 2 15
split_gain=1.87603e-05 6.50351e-05 5.46482e-05 4.74797e-05 6.01461e-05 7.47699e-05
threshold=-0.046924999999999988 -0.090644999999999989 -1.0000000180025095e-35 0.10347000000000002 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.02704623440959332 -0.022503536735595169 -0.0042048722201267858 -0.010200925682987453 0.019909840820420441 -0.018942260415146375 0.023877051743759037
leaf_weight=0.0010162718047004421 0.0011807216626562814 0.0019315803100762564 0.0013680328981564738 0.0010877015855577047 0.0015774410981862028 0.0012162492874974553
leaf_count=246 743 707 228 204 246 747
internal_value=0 0.00656894 -0.00306517 0.00130698 -0.00355503 0.00583731
internal_weight=0 0.00294785 0.00643015 0.00524942 0.00416172 0.00258428
internal_count=3121 953 2168 1425 1221 975
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=7
num_cat=0
split_feature=1 3 15 3 47 3
split_gain=2.19209e-05 4.14317e-05 5.8814e-05 3.08776e-05 5.76014e-05 7.13978e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.0040799999999999994 -0.13309499999999996 0.092530000000000015 0.083060000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0099876375128150965 -0.0099886266075857617 -0.030568898310638998 -0.0012092514653187106 0.038611541839080901 -0.0064715274520952982 0.0037947263868921897
leaf_weight=0.0012333706549984983 0.0011656503930076159 0.001069192709266215 0.0018856092375792056 0.0010015874356934041 0.0015623385713355708 0.0014297724338359352
leaf_count=174 165 931 1073 370 190 218
internal_value=0 -0.00540707 -0.011833 0.00433087 0.00851034 0.0181374
internal_weight=0 0.00418817 0.0029548 0.00515935 0.0039937 0.00243136
internal_count=3121 2178 2004 943 778 588
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=10
num_cat=0
split_feature=1 12 43 16 2 3 16 16 1
split_gain=5.73561e-05 0.000108637 0.00010476 0.000114592 6.79296e-05 9.91927e-05 5.07859e-05 3.92285e-05 3.77065e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.15891500000000003 0.098260000000000014 0.12178000000000001 -0.056919999999999991 -0.36241499999999999 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 8 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00060875751301861687 0.00043125493101240985 -0.00066768465017899082 -0.00019163701494884195 -0.00062794119604453501 0.00023368953316629554 -0.00019356364202624844 -0.0004052862382163622 0.00077570493705674231 0.00029143954695679556
leaf_weight=0.0010010478360022992 0.0010184614373354725 0.0010098336125821923 0.0013068336381965133 0.0011840932292432925 0.0010301173860897276 0.0012685733344663386 0.0016530987353366496 0.0010234204951629919 0.0011840856248131826
leaf_count=139 169 121 946 415 134 92 702 257 146
internal_value=0 -5.57796e-05 8.24537e-06 -6.1249e-05 2.86258e-05 0.000237515 -0.000138833 0.000503813 3.79987e-05
internal_weight=0 0.0106611 0.00965127 0.00865022 0.00746613 0.00332211 0.00414402 0.00205354 0.00249092
internal_count=3121 2952 2831 2692 2277 483 1794 391 1092
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=8
num_cat=0
split_feature=147 52 151 4 2 13 13
split_gain=5.13327e-05 5.34797e-05 7.68456e-05 7.64846e-05 5.87596e-05 9.66411e-05 8.51072e-05
threshold=0.089025000000000007 0.15116000000000002 -0.0083949999999999979 0.24564500000000003 0.10855000000000002 0.0076650000000000008 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00037651429214261944 0.00041726628356614958 -0.00046494008501290145 -0.00023217102137406792 0.00046307337778283506 0.00035176413753178204 -0.00062948465764132912 0.00043721933223760757
leaf_weight=0.0016495563998167534 0.0010138251613454894 0.0010471728794228035 0.0017368925551649499 0.0016494627853499222 0.0012530531107110806 0.0011034670018229258 0.0012599727115477945
leaf_count=423 124 373 852 293 286 251 519
internal_value=0 -4.64288e-05 4.22225e-06 9.39067e-05 -1.98394e-05 -0.000133401 4.92609e-05
internal_weight=0 0.00969958 0.0086524 0.00700285 0.00535339 0.00410033 0.00299687
internal_count=3121 2997 2624 2201 1908 1622 1371
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=1.9443e-05 3.07931e-05 3.83896e-05 2.94561e-05 3.91077e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.15350499999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012178778712264533 0.0087327613329012885 -0.022964581490474315 0.0046213511016845758 0.0086996161144629203 -0.016963859350125236
leaf_weight=0.001211133477300552 0.0019903386487195428 0.0010220845207927617 0.0015309019296591395 0.0017711748760690219 0.0018581496491935955
leaf_count=451 352 118 501 287 1412
internal_value=0 -0.00240208 -0.00525851 -0.00175148 -0.00721339
internal_weight=0 0.00739344 0.00618231 0.00516023 0.00338905
internal_count=3121 2769 2318 2200 1913
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=7
num_cat=0
split_feature=52 52 160 16 0 15
split_gain=1.80595e-05 5.72678e-05 4.77712e-05 4.02678e-05 3.95723e-05 1.65775e-05
threshold=-0.046924999999999988 -0.087769999999999987 -1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 -0.068899999999999975
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.005202170179534794 -0.021200874467128365 0.023097124087463023 -0.0053876177793588447 -0.011637240710020117 0.02523855974052985 0.0073443981382808809
leaf_weight=0.0017392024392875452 0.001179113795742045 0.0012143986856097463 0.001475901656389258 0.0016876811231560612 0.0010069198825988248 0.0010656323407783267
leaf_count=690 743 263 200 206 211 808
internal_value=0 0.00643333 -0.00301627 0.00107868 0.0071265 0.016038
internal_weight=0 0.0029536 0.00641525 0.00523614 0.00354845 0.00207255
internal_count=3121 953 2168 1425 1219 1019
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=8
num_cat=0
split_feature=2 13 48 3 42 4 0
split_gain=1.89698e-05 5.04889e-05 5.66576e-05 4.82114e-05 4.5333e-05 4.23135e-05 2.67103e-05
threshold=0.10912000000000001 -0.13710499999999998 0.016865000000000002 -0.13309499999999996 0.084050000000000014 0.053925000000000008 -0.084044999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -2 -5
right_child=5 2 -4 4 -6 -7 -8
leaf_value=-0.023345299182584423 0.019805982073748923 -0.023256663082297686 0.019549043843052488 -0.0015428888360737988 -0.015109892534913856 -0.004681007309531012 0.021038317115855933
leaf_weight=0.0010276989807247727 0.0013283414337395072 0.0010528115499923718 0.0012464449818810246 0.0010223527797552339 0.0010906749973502898 0.0015054493237142367 0.0010742210009254633
leaf_count=126 294 150 398 402 934 327 490
internal_value=0 -0.00300383 0.000806409 -0.00470334 0.00142519 0.00679729 0.010027
internal_weight=0 0.0065142 0.00548651 0.00424006 0.00318725 0.00283379 0.00209657
internal_count=3121 2500 2374 1976 1826 621 892
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=8
num_cat=0
split_feature=484 160 16 2 151 1 15
split_gain=1.96076e-05 2.98741e-05 4.65449e-05 7.2432e-05 5.00378e-05 5.30484e-05 5.13075e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.0083949999999999979 0.094385000000000011 -0.11713499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.01629322016782786 0.012926883065798866 -0.010474092492560285 -0.025839305981744894 0.0064366626965707959 -0.0044510045523246935 0.0075656315475877145 0.038851895297021551
leaf_weight=0.0011930602818468646 0.0010379590520676251 0.0011556542998627166 0.0013542623804277717 0.0014289383630555661 0.0010538042549463065 0.0010589922168214368 0.0010379047536781861
leaf_count=632 368 154 436 356 895 150 130
internal_value=0 -0.0016532 0.000810486 -0.00926832 0.00732443 0.0138528 0.0230514
internal_weight=0 0.00828262 0.00708956 0.0027832 0.00430636 0.0031507 0.0020969
internal_count=3121 2753 2121 792 1329 1175 280
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=7
num_cat=0
split_feature=50 160 12 4 15 13
split_gain=4.07123e-05 7.67416e-05 5.23413e-05 7.48236e-05 8.76276e-05 7.23501e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00037901801928668402 -0.00036665491981783085 -0.00042700669143938671 0.00014167128959677807 -0.0001003347308498734 0.0004934181437472343 -0.00047066751593322477
leaf_weight=0.00198382571626442 0.0010829508246997807 0.0012122331384947053 0.0012763181582756255 0.0019042730510962968 0.001918290801019288 0.0017715419905713027
leaf_count=625 597 274 283 179 252 911
internal_value=0 3.34515e-05 -5.13651e-05 1.49139e-05 0.00019763 -0.000214245
internal_weight=0 0.0100665 0.00808266 0.00687042 0.00382256 0.00304786
internal_count=3121 2524 1899 1625 431 1194
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=8
num_cat=0
split_feature=4 0 1 4 15 47 1
split_gain=3.60851e-05 6.0418e-05 5.78361e-05 4.54469e-05 7.29324e-05 7.60013e-05 5.63284e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.036839999999999991 -0.016799999999999995 0.092530000000000015 0.11181500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00034894806384898715 -0.00042171236396970646 0.0004481528510213324 -0.00032665608663299205 0.00041780130408644833 0.00056665156986215458 -0.00032774096265949821 -0.00010986275432364742
leaf_weight=0.0010179416936217768 0.0011834138425396651 0.0012127979083060873 0.001062581813740005 0.0017895040464631225 0.00111097588595059 0.0016779439411292963 0.0013757948961673325
leaf_count=156 1540 114 456 241 143 213 258
internal_value=0 3.96763e-05 -2.07367e-05 4.68896e-05 0.000113552 9.61702e-06 0.000188453
internal_weight=0 0.00941301 0.00820021 0.0070168 0.00595422 0.00484324 0.0031653
internal_count=3121 2965 2851 1311 855 712 499
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=7
num_cat=0
split_feature=4 0 3 3 15 2
split_gain=1.87053e-05 3.2098e-05 9.28979e-05 8.13927e-05 5.96821e-05 4.84643e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.076840000000000006 -0.094549999999999981 0.093175000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00186756531695495 0.0085881083481531232 0.032390159217088314 0.010841979659013491 -0.01706187788320588 -0.032861987393437264 0.0021429622693439408
leaf_weight=0.0010641071013689127 0.0019844974193644728 0.0010115392290250787 0.00158624066407137 0.0010903134167572145 0.0014928435088463004 0.0011121311869485113
leaf_count=318 352 124 150 106 1830 241
internal_value=0 -0.00235182 -0.00816933 0.00514762 -0.0199633 0.0165502
internal_weight=0 0.00735718 0.00414319 0.00321398 0.00255695 0.00212367
internal_count=3121 2769 2298 471 2148 365
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 1
split_gain=1.69735e-05 3.32456e-05 4.22116e-05 4.68827e-05 5.42066e-05 4.63111e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018224646552995077 0.011204576002436583 -0.017826567871220458 0.01945183521693682 0.002538049841240076 0.01436477393820644 -0.022272794345010435
leaf_weight=0.0010533905855824319 0.0011757681883885355 0.0010367082625212208 0.0014841223914947915 0.0016547533376323901 0.0015257734365711302 0.0013794953812545988
leaf_count=613 394 713 463 459 180 299
internal_value=0 -0.00164953 0.000816282 0.00401395 -0.00101052 -0.00874199
internal_weight=0 0.00813424 0.00708085 0.00604414 0.00456002 0.00303425
internal_count=3121 2727 2114 1401 938 758
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=9
num_cat=0
split_feature=1 16 131 160 15 52 2 16
split_gain=7.59865e-05 7.12579e-05 6.67696e-05 6.85392e-05 6.09261e-05 5.72408e-05 9.12568e-05 4.24529e-05
threshold=0.13686500000000004 -0.5315899999999999 1.0000000180025095e-35 -0.081969999999999987 -0.11713499999999999 -0.087284999999999988 0.10097500000000002 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.00050130711699024149 0.00050205892680961484 0.00048623335734189292 -0.0004739352173714954 -0.00041468067704161169 -0.00033810615290098394 0.00061491077484107399 -0.0002261699382591806 0.00015030185550004693
leaf_weight=0.0012236378240104767 0.0010275091187729535 0.0012395138298849778 0.0010049382730050764 0.0012069138135881235 0.0010672177458638608 0.0013887117085668742 0.0015202301995259626 0.0016599030694887708
leaf_count=125 169 480 463 215 481 214 212 762
internal_value=0 -5.70967e-05 2.717e-06 6.19817e-05 -1.48659e-05 7.0751e-05 0.000166254 0.000361942
internal_weight=0 0.0103111 0.00908743 0.00808249 0.00684298 0.00563606 0.00456884 0.00304861
internal_count=3121 2952 2827 2364 1884 1669 1188 976
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=8
num_cat=0
split_feature=376 50 160 43 49 4 13
split_gain=4.74821e-05 5.63042e-05 8.33357e-05 7.99154e-05 8.51991e-05 8.90419e-05 2.06282e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.027994999999999996 -0.14968999999999996 -0.043469999999999995 0.076415000000000025 -0.071554999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00040163348730348005 0.00038387529078994393 -0.00048120368034912733 0.00036683678994137186 0.00015924852701625295 -0.00043687886298458161 -4.9077081161228072e-05 -0.00083388318424168723
leaf_weight=0.0016507642851280504 0.0010982096696963107 0.0010238392834361161 0.0012314298875810824 0.0018993073607881635 0.0010058401997170572 0.0019698120217487491 0.0010069111083524972
leaf_count=591 166 594 173 223 414 267 693
internal_value=0 -4.61004e-05 4.72939e-06 -8.73791e-05 -0.000182474 -0.000345443 -0.000635487
internal_weight=0 0.0097879 0.00876406 0.0071133 0.00588187 0.00398256 0.00201275
internal_count=3121 2955 2361 1770 1597 1374 1107
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=8
num_cat=0
split_feature=48 2 48 2 150 3 0
split_gain=7.31507e-05 0.000124109 5.329e-05 9.04463e-05 7.37622e-05 5.65377e-05 6.27432e-05
threshold=0.11951500000000001 0.11510000000000002 0.091545000000000015 0.10097500000000002 0.086615000000000011 0.0051600000000000005 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00027930803799860749 -0.00050570437156054432 0.0005794720912590417 0.00034087426627844674 -0.00049643370587563464 -0.00046869238556553533 0.00040456211862589819 0.00028042226614360537
leaf_weight=0.0018012273128944795 0.0010096536835810964 0.0014475215443610365 0.00121545973146311 0.0017215492536038343 0.0010039316347860662 0.0016905211276393877 0.0013448267671500481
leaf_count=1584 114 379 232 332 178 157 145
internal_value=0 4.75196e-05 -4.02059e-05 -0.000101457 1.49658e-05 0.000115359 -4.00431e-05
internal_weight=0 0.010225 0.00877752 0.00756206 0.00584051 0.00483658 0.00314605
internal_count=3121 3007 2628 2396 2064 1886 1729
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=8
num_cat=0
split_feature=48 16 474 160 42 1 4
split_gain=6.90363e-05 9.0158e-05 7.96974e-05 0.000116908 7.91551e-05 0.000110364 9.37455e-05
threshold=0.12230500000000001 -0.49446999999999991 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094825000000000007 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00046451680659951396 -0.0004846496459672463 -0.00058107171338143753 0.00049267699880248847 -0.0004234446708964419 0.00019552973240378237 0.00049789960008403812 -0.00046834494541406028
leaf_weight=0.0017025893020377854 0.0010139721406584633 0.0015252210825130123 0.0010073189139986364 0.001242226822677002 0.0019031828633320172 0.0019449584295819977 0.0014339307083189039
leaf_count=235 108 653 341 666 191 403 524
internal_value=0 5.0545e-05 -2.72772e-05 -9.23445e-05 2.1908e-05 0.000126645 -8.97318e-05
internal_weight=0 0.0107594 0.00905684 0.00804952 0.0065243 0.00528207 0.00333711
internal_count=3121 3013 2778 2437 1784 1118 715
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=9
num_cat=0
split_feature=50 160 12 133 43 3 151 1
split_gain=4.00131e-05 4.27085e-05 4.78561e-05 5.50209e-05 7.69223e-05 6.58848e-05 6.85671e-05 6.58228e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.029094999999999999 1.0000000180025095e-35 -0.14968999999999996 -0.116045 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00036806316455044013 -0.00036846479627936264 -0.00038220340563176544 0.0006134288158303235 -0.00033659888828651337 0.00036242091454931249 -0.00056056011823568945 -0.00034538116148849827 0.0002985754010628228
leaf_weight=0.0012713295950080713 0.0010585361096475633 0.0011883365239263423 0.0010073479074237312 0.0012274985661759616 0.0015166771591879334 0.0010014097955269455 0.0010073210477895534 0.0015482640697617421
leaf_count=434 597 310 74 579 179 144 618 186
internal_value=0 3.28816e-05 -1.72694e-05 4.20674e-05 0.000118504 2.02396e-05 -0.000125664 4.47506e-05
internal_weight=0 0.00976818 0.00849686 0.00730852 0.00608102 0.00507367 0.00355699 0.00255559
internal_count=3121 2524 2090 1780 1201 1127 948 804
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=8
num_cat=0
split_feature=160 16 0 0 150 15 16
split_gain=1.53192e-05 4.27125e-05 8.7469e-05 4.32367e-05 5.7841e-05 3.37047e-05 3.35481e-05
threshold=-0.085579999999999976 -0.056919999999999991 -0.060129999999999996 -0.11756999999999999 0.076925000000000007 -0.040439999999999997 0.38525000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -4
right_child=1 2 6 5 -6 -7 -8
leaf_value=0.011381287132346736 -0.018365205340246559 -0.028783717768126382 -0.0074308514537016817 0.026991105374836601 0.013641801426571259 0.001991316550918284 0.016076836802728773
leaf_weight=0.0010455130629541684 0.0012872235348087425 0.0014298141789950811 0.0014811781997970093 0.0011602893110990108 0.001005753233229767 0.001007599142311702 0.0010287212788395428
leaf_count=568 183 812 177 297 104 805 175
internal_value=0 -0.00145455 -0.00904208 0.00524654 -0.00432618 0.0153716 0.00220414
internal_weight=0 0.00840058 0.00393971 0.00446087 0.00229298 0.00216789 0.0025099
internal_count=3121 2553 1164 1389 287 1102 352
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=7
num_cat=0
split_feature=52 13 51 160 2 16
split_gain=1.69076e-05 4.72117e-05 4.43158e-05 3.84862e-05 3.98891e-05 3.53455e-05
threshold=0.11434500000000002 -0.17933499999999997 0.086685000000000012 -0.027994999999999996 0.096540000000000015 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.019334107271145939 -0.01057206983534926 0.019068876099750134 -0.020872460541988828 -6.6526821572601556e-05 0.0097432422493386635 -0.022213960136177248
leaf_weight=0.0012753679358632692 0.0013099936141157563 0.001050638661527957 0.0010179822960561594 0.0017544475794892601 0.0017850159733407622 0.0012228332363473783
leaf_count=148 501 414 259 802 528 469
internal_value=0 0.00167228 -0.00162528 0.00174536 -0.00207649 -0.00916295
internal_weight=0 0.00810629 0.00683092 0.00581294 0.0047623 0.00297728
internal_count=3121 2620 2472 2213 1799 1271
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=5.97936e-05 9.13093e-05 9.45632e-05 8.61369e-05 0.000110125 6.36915e-05 0.000115046 7.96059e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 -1.0000000180025095e-35 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0005933525716602427 -0.00046386746872221227 0.00057614572349672327 -0.00057108465435479758 0.00083452654609065657 -3.3026472955611387e-05 -0.00039465997503709566 0.00045563392316186623 0.00010354493500315388
leaf_weight=0.0011419424579987073 0.0010041253189355817 0.0010825377278600055 0.001079727976167043 0.001055075273934114 0.0012050268356193425 0.0017288714659212173 0.001651375229594933 0.0014061975014445008
leaf_count=1460 114 239 312 251 70 344 141 190
internal_value=0 3.72833e-05 -2.56564e-05 4.62633e-05 0.00037197 -7.79071e-05 5.24948e-05 -0.000208768
internal_weight=0 0.0103508 0.00926822 0.00818849 0.0022601 0.00592839 0.00419952 0.00254814
internal_count=3121 3007 2768 2456 321 2135 1791 1650
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=9
num_cat=0
split_feature=50 15 15 150 3 1 2 3
split_gain=3.73732e-05 4.09601e-05 5.03536e-05 0.000120883 0.000116301 8.28358e-05 3.72282e-05 5.57951e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.016799999999999995 0.081835000000000019 -0.074084999999999998 0.10471500000000002 0.10097500000000002 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -4
right_child=-2 2 5 -5 -6 -7 -8 -9
leaf_value=0.00040902437620778554 -0.000354516134007921 0.00010856906145976125 -0.00015952315958118988 0.00027908732220590531 -0.00073207484825250089 0.00061953903582308528 -0.0002887548409838551 0.00046180716746147286
leaf_weight=0.0010182584781677989 0.001037813410864198 0.0010228619696937592 0.0011517866261976191 0.00153115053062343 0.0016589308852435897 0.0010516029489882474 0.0011956471472682286 0.001073607886220183
leaf_count=218 597 438 911 279 284 129 179 86
internal_value=0 3.69678e-05 -6.65037e-06 -0.000160478 -0.000411445 0.000138246 -9.70047e-06 0.000140228
internal_weight=0 0.00970385 0.00868559 0.00421294 0.00268179 0.00447264 0.00342104 0.00222539
internal_count=3121 2524 2306 1001 722 1305 1176 997
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=9
num_cat=0
split_feature=147 151 4 15 47 52 13 3
split_gain=4.29536e-05 6.69507e-05 0.000114183 5.74628e-05 7.58327e-05 6.86267e-05 9.71592e-05 0.000134101
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 0.085270000000000026 0.10160000000000001 -0.084034999999999985 -0.012304999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.00038309266139517737 0.00037056279402481666 -0.00047569052544128306 0.00060987065488929046 0.00049520692019189804 0.00040845775541372803 -0.00051990472546017475 -0.00065774994803759418 0.00029418117033034891
leaf_weight=0.0018493739977017221 0.0010511599132617131 0.001093089445519415 0.0011260999085923812 0.0011493869526473209 0.0014234655359097962 0.001168207271276092 0.0011934157844579675 0.0010873537119093931
leaf_count=462 124 218 237 380 186 399 993 122
internal_value=0 -4.59363e-05 2.97252e-05 -6.20961e-05 1.298e-05 -0.000109444 3.03468e-05 -0.000203918
internal_weight=0 0.0100904 0.00824102 0.00711492 0.00602183 0.00459836 0.00343016 0.00228077
internal_count=3121 2997 2535 2298 2080 1894 1495 1115
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=7
num_cat=0
split_feature=1 0 15 47 49 47
split_gain=1.63849e-05 4.5468e-05 3.52787e-05 5.85452e-05 9.33851e-05 3.06738e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.086380000000000012 -0.006494999999999999 0.11170500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.021815697631769215 -0.0037998216202767862 0.0046176557556825313 -0.014545126787951 -0.020174978648233977 0.028423950804382016 0.003602575899360607
leaf_weight=0.0011380815805181682 0.0016858819830109959 0.0015196148679303446 0.0010252808003560383 0.0010057990553237008 0.0019276651080138202 0.0011779385328345182
leaf_count=1565 259 71 433 156 495 142
internal_value=0 -0.00670166 0.00255397 0.00557803 0.0133901 -0.00734903
internal_weight=0 0.0026577 0.00682257 0.00579728 0.00361355 0.00218374
internal_count=3121 1636 1485 1052 754 298
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=8
num_cat=0
split_feature=48 2 48 2 0 16 13
split_gain=8.08489e-05 0.000102969 4.83196e-05 0.000113398 4.98144e-05 0.000115519 7.26982e-05
threshold=0.12230500000000001 0.11510000000000002 0.083985000000000018 0.10097500000000002 -0.060129999999999996 -0.083539999999999989 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.00021716657942697542 -0.00054110752795160863 0.00051920349948021455 0.00023258053259876522 -0.00055617256833521088 0.0005396714622070151 -0.00062185679681791748 -9.2819190511409145e-05
leaf_weight=0.001358534423709515 0.0010022636840168438 0.0014903001890340705 0.0019899633077253695 0.0016900470971736173 0.0013275239876999697 0.0011779520762443295 0.0014749267462850213
leaf_count=590 108 380 423 305 158 1101 56
internal_value=0 4.17417e-05 -3.71546e-05 -0.000113519 2.66038e-05 -0.000172478 0.000206792
internal_weight=0 0.0105092 0.00901895 0.00702898 0.00533894 0.00253649 0.00280245
internal_count=3121 3013 2633 2210 1905 1691 214
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=9
num_cat=0
split_feature=1 43 3 13 12 2 12 2
split_gain=5.49862e-05 5.47904e-05 0.000118807 0.000136851 0.000100504 7.78251e-05 8.32956e-05 7.0783e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.098810000000000023 0.089885000000000007 1.0000000180025095e-35 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -7
right_child=-2 4 -4 -5 -6 6 -8 -9
leaf_value=-0.00064194274244622413 0.00042127657379908691 -0.0004002898481554839 0.0006587324464223897 0.00031078824189875617 -0.00065621079352034129 0.00025299701576936908 0.0005933412744418803 -0.00036166188521282556
leaf_weight=0.0010348768271443093 0.0010289501031074217 0.0016468712726879996 0.0011587820227696288 0.0013177463303888533 0.0012617356066364936 0.0014080759625917233 0.0010081831101020071 0.0014747104604606875
leaf_count=634 169 759 378 367 241 160 264 149
internal_value=0 -5.40749e-05 0.000144824 -0.000108301 -0.000156789 -4.30017e-05 0.000108222 -6.14362e-05
internal_weight=0 0.010311 0.00351141 0.00235262 0.00679958 0.00553784 0.00389097 0.00288279
internal_count=3121 2952 1379 1001 1573 1332 573 309
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=5.50561e-05 0.000132118 0.000109471 8.24164e-05 0.00010216 9.22991e-05 0.000124603 9.56685e-05
threshold=0.11951500000000001 0.093265000000000015 0.08955500000000001 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00045566754694002359 -0.00043684206439817402 0.0006782037150586431 -0.00064669152360714713 0.00079270462544734634 -3.7709399655374801e-05 -0.00046526336181031911 0.00060458256101630122 0.00022245138553961917
leaf_weight=0.001679557072704323 0.0010172810293063326 0.0011177650352879381 0.0010042235229381436 0.0010834811383869953 0.0012008522411528638 0.0017214018710839281 0.0012151863295765675 0.0015271472938076917
leaf_count=1523 114 239 286 253 70 345 85 206
internal_value=0 4.07994e-05 -3.47391e-05 3.81802e-05 0.000356164 -8.00594e-05 6.9897e-05 -0.000132723
internal_weight=0 0.0105496 0.00943185 0.00842763 0.00228433 0.00614329 0.00442189 0.0032067
internal_count=3121 3007 2768 2482 323 2159 1814 1729
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 12
split_gain=6.01338e-05 0.000107994 7.67207e-05 9.93694e-05 0.000109009 8.73951e-05 0.000139737 5.56332e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 0.086245000000000016 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=5.0879098092549571e-05 -0.00046515625412857522 0.00062016146989361299 -0.00052801676779718745 0.00085484428086041707 -1.6695622545799771e-05 -0.00047706578902416956 0.00067463776188509284 -0.0004868586757312205
leaf_weight=0.0019201163958844076 0.001012524508973124 0.0010866692065575967 0.0010662568773405585 0.0010229769118825045 0.0011978110639189465 0.0016987352973475258 0.0010363293120447536 0.0012032144556662198
leaf_count=366 114 239 312 251 70 344 79 1346
internal_value=0 3.5773e-05 -3.36645e-05 3.1578e-05 0.000384768 -0.000102308 5.07362e-05 -0.000156276
internal_weight=0 0.0102321 0.00914544 0.00807918 0.00222079 0.0058584 0.00415966 0.00312333
internal_count=3121 3007 2768 2456 321 2135 1791 1712
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=7
num_cat=0
split_feature=11 43 2 12 43 51
split_gain=1.69507e-05 4.68936e-05 4.24153e-05 3.83938e-05 3.78286e-05 5.2662e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.051320000000000005 0.05259500000000001 0.084745000000000015
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.025922068610297222 -0.012258324742088903 -0.017055579635583056 -0.016010711461272975 0.0024639427522752575 0.01641737010338698 0.012577541833986645
leaf_weight=0.0011475446250330547 0.0010179612564042194 0.0017155892695463236 0.0016431431165559156 0.001779873830505868 0.0012193517837303072 0.0010600382136012345
leaf_count=282 199 827 361 1090 230 132
internal_value=0 0.00139106 -0.0039405 0.0116595 0.00179561 -0.00479998
internal_weight=0 0.00856554 0.00563812 0.00292742 0.00392253 0.00270318
internal_count=3121 2922 1550 1372 723 493
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=9
num_cat=0
split_feature=48 2 48 2 3 52 43 2
split_gain=8.66094e-05 0.0001288 4.46959e-05 9.68389e-05 9.11733e-05 9.66856e-05 9.09506e-05 4.28591e-05
threshold=0.12230500000000001 0.11510000000000002 0.091545000000000015 0.10559 -0.13309499999999996 -0.088204999999999992 -1.0000000180025095e-35 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00046114509464795613 -0.00054866596599188039 0.00057183706567556899 0.00029638962297149566 -0.00054363937042206743 -0.00034891840818178279 -5.9185686739727805e-05 0.00083577609159150303 0.00028408398399937479
leaf_weight=0.0012825790639744575 0.0010403099400626828 0.0015246463748137011 0.0012835516438970641 0.001517122167125305 0.0012628442064993939 0.0017390834630395249 0.0010180262789334241 0.0011563261735050854
leaf_count=167 108 380 237 227 361 1173 186 282
internal_value=0 4.37526e-05 -4.32002e-05 -9.78494e-05 6.86225e-06 0.000122825 0.000275054 0.000542385
internal_weight=0 0.0107842 0.00925953 0.00797598 0.00645886 0.00517628 0.00391344 0.00217435
internal_count=3121 3013 2633 2396 2169 2002 1641 468
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=9
num_cat=0
split_feature=4 48 51 2 48 2 49 42
split_gain=5.09581e-05 5.76282e-05 8.85839e-05 8.20743e-05 9.84154e-05 0.000109583 6.14618e-05 7.55289e-05
threshold=-0.49405499999999997 0.11951500000000001 0.08955500000000001 0.089885000000000007 0.084670000000000009 0.10584500000000001 -0.00064499999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00040245149828495763 -0.0003657486984978133 -0.00040372365576047065 -0.00044361068221182874 0.00062507328736272311 0.00085623791825877287 -0.00015983911956713056 0.00039344588226423744 -0.00025920697735839988
leaf_weight=0.0011019182565542478 0.0014027878134956154 0.0010086801063793971 0.0010595078519269529 0.0011740272580011402 0.0011152345728914288 0.0016378811332838188 0.0017251992149662076 0.001127106869142572
leaf_count=156 295 112 326 402 170 442 582 636
internal_value=0 4.12935e-05 8.98644e-05 0.000158943 0.000363359 0.000167877 -2.97171e-05 0.000135546
internal_weight=0 0.0102504 0.00924174 0.00818224 0.00392714 0.00281191 0.00425509 0.00285231
internal_count=3121 2965 2853 2527 1014 844 1513 1218
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=8
num_cat=0
split_feature=50 160 13 51 457 1 4
split_gain=4.91953e-05 3.85756e-05 5.33801e-05 7.00207e-05 7.58895e-05 5.19336e-05 3.71911e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.084034999999999985 -0.076794999999999988 0.060310000000000009 0.083345000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00035124866795796408 -0.00041098397489362684 -3.3551426138656986e-05 -0.00057412258854110229 -0.00034198950900456051 0.00043095496427067686 0.00051371458885138223 5.0680314871829161e-05
leaf_weight=0.0012956314543281803 0.0010476083478880164 0.0014541595545692423 0.0010541793265536762 0.0019100710310126739 0.0011201111985287074 0.0012310576992880489 0.0018024508101280325
leaf_count=434 597 326 319 854 142 221 228
internal_value=0 3.59078e-05 -1.17549e-05 -0.000116258 -1.63799e-05 0.000217347 -0.000151346
internal_weight=0 0.00986766 0.00857203 0.00588681 0.00483263 0.00268522 0.00371252
internal_count=3121 2524 2090 1543 1224 547 1082
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=10
num_cat=0
split_feature=1 12 52 47 3 4 1 0 16
split_gain=5.4711e-05 6.08008e-05 6.0494e-05 9.66365e-05 7.90698e-05 0.000100871 8.37277e-05 4.68331e-05 3.43246e-05
threshold=0.13686500000000004 0.098810000000000023 -0.088204999999999992 0.092710000000000015 -0.13927999999999999 -0.0016099999999999997 0.10937500000000001 -0.0058249999999999994 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 -7 -3 -6
right_child=-2 7 3 -5 5 6 -8 -9 -10
leaf_value=-0.000361449694070862 0.0004279299595179626 -6.3761494457555847e-05 -0.00025509692368608504 -0.00043175885219456418 0.00089279855370477559 -0.00026691609767033549 0.00047015950076264559 -0.00064914929397210438 0.00039225650348467827
leaf_weight=0.0013070143021829241 0.0010020264894628718 0.0010773054902750634 0.0011584451478438449 0.001104029827519685 0.0010122328280307608 0.001395260757690558 0.001029878346961363 0.0010257295071035167 0.0010981680841390118
leaf_count=530 169 383 135 179 842 346 121 56 360
internal_value=0 -5.22018e-05 2.48812e-05 9.91587e-05 0.000202101 0.000318876 4.60961e-05 -0.000349277 0.000632337
internal_weight=0 0.0102081 0.00810503 0.00679801 0.00569399 0.00453554 0.00242514 0.00210303 0.0021104
internal_count=3121 2952 2513 1983 1804 1669 467 439 1202
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 1 16
split_gain=2.2932e-05 5.50943e-05 4.71395e-05 3.97427e-05 5.39667e-05 3.52287e-05 5.14127e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.091275000000000009 0.086560000000000012 -0.073849999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.014174100492079312 0.015653297597558537 -0.029373618291426713 0.0001047503071375068 0.0067428248273761239 0.015722145469681308 -0.032262387792430569 -0.0025560259770844428
leaf_weight=0.0010119541334461532 0.001771928666758401 0.0011525188079374697 0.0010248583319587329 0.0010629412306125572 0.0012687446564355062 0.0010110853495634989 0.0013747562462766046
leaf_count=180 800 411 244 627 320 209 330
internal_value=0 -0.00173409 -0.0154986 0.00288425 -0.00191188 -0.00839911 -0.0151452
internal_weight=0 0.00866683 0.00217738 0.00648946 0.00471753 0.00344878 0.00238584
internal_count=3121 2941 655 2286 1486 1166 539
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=7
num_cat=0
split_feature=1 2 4 15 47 1
split_gain=2.31783e-05 3.76794e-05 3.51887e-05 5.88016e-05 5.11683e-05 9.49976e-05
threshold=0.077565000000000009 0.10097500000000002 -0.036839999999999991 -0.018314999999999994 0.092530000000000015 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.002024905031024329 -0.011999147651919383 -0.021914422971324968 0.024951935084983588 0.027968193031318034 -0.013521069852613485 -0.010067320853054017
leaf_weight=0.0015837277638423588 0.0012772502836707212 0.0011241671381681403 0.0016886234704291819 0.001031509295060476 0.0015133142212833831 0.0014311724485951728
leaf_count=1298 597 338 251 145 212 280
internal_value=0 -0.00791337 0.00299462 0.00637539 0.001568 0.00888723
internal_weight=0 0.00270789 0.00694187 0.00566462 0.00463311 0.0031198
internal_count=3121 1636 1485 888 743 531
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=10
num_cat=0
split_feature=50 15 160 12 52 2 13 43 16
split_gain=4.3659e-05 6.52079e-05 4.22565e-05 5.87381e-05 5.57083e-05 6.50821e-05 0.000136224 5.47013e-05 4.08974e-05
threshold=0.083090000000000011 -0.24436499999999997 0.090195000000000011 -0.029094999999999999 0.10160000000000001 0.084245000000000014 -0.091904999999999987 -0.074359999999999996 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10
leaf_value=0.00050282441749164295 -0.00038090233053192374 -0.00036079977679623256 -0.00039235447321988806 0.00077870407316452865 -0.00028870635608620882 0.00055188521067065812 -1.2128936396554419e-05 0.00014946755653646353 -0.00055359767344516136
leaf_weight=0.0010452066584758493 0.0010495968047059588 0.0012238726154010582 0.0010108809771370306 0.001039449425166164 0.0011329265711130599 0.0011842458579531027 0.0010983116576703286 0.0010862402420771982 0.0010480690984716236
leaf_count=218 597 193 245 151 336 142 166 220 853
internal_value=0 3.97291e-05 -1.51248e-05 3.36822e-05 0.000106952 0.000189105 1.8026e-05 0.00045716 -0.000276526
internal_weight=0 0.0098692 0.008824 0.00781312 0.00658924 0.00545632 0.00333063 0.00212569 0.00214638
internal_count=3121 2524 2306 2061 1868 1532 1161 371 1019
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=10
num_cat=0
split_feature=147 15 160 15 2 2 52 1 15
split_gain=8.38414e-05 9.36266e-05 5.68517e-05 5.07476e-05 6.90775e-05 0.000142635 0.000132318 6.23952e-05 0.000118937
threshold=0.089025000000000007 -0.24436499999999997 0.092070000000000013 -0.11713499999999999 0.10097500000000002 0.11293500000000002 -0.087769999999999987 0.080270000000000022 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -8 -9
right_child=-2 2 -4 4 5 -7 7 8 -10
leaf_value=0.00048021667144440729 0.00051106946281258498 -0.00047762008502645397 -0.0005547739250987431 -0.00041004807360611116 -0.00079681014052402916 0.00015867396765011709 0.00060189021150145925 0.000560379893774142 -0.00037761486232252921
leaf_weight=0.0011320798657234342 0.0011217545433957485 0.0010035273197612979 0.0010155671217473754 0.0013183057987613002 0.0011106562905497314 0.0013081596659571184 0.0016201938814583809 0.0010333650805961735 0.0010456239927910302
leaf_count=243 124 206 250 302 248 256 955 49 488
internal_value=0 -5.26696e-05 -0.000116471 -6.37302e-05 -7.87587e-06 -0.000280059 0.000123337 0.000313424 8.8617e-05
internal_weight=0 0.0105875 0.0094554 0.00843983 0.0074363 0.00241882 0.00501749 0.00369918 0.00207899
internal_count=3121 2997 2754 2504 2298 504 1794 1492 537
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=10
num_cat=0
split_feature=1 12 43 52 151 43 2 16 4
split_gain=7.76495e-05 7.3456e-05 0.000112239 9.63364e-05 0.000107999 9.77951e-05 0.00013693 0.000143879 6.39673e-05
threshold=0.13686500000000004 0.11650500000000001 -0.20207499999999998 0.084960000000000022 -0.0083949999999999979 -0.074359999999999996 0.089885000000000007 -0.071854999999999988 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -7 -8 -4
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.00060196688593091229 0.00048007242568947023 -0.00055964807155833548 -1.4177161846040518e-05 -0.00046914914566759325 0.00069810527594673245 -0.00047546645041306456 0.00070614632189539852 -0.00024834856007705566 -0.00069954721076821475
leaf_weight=0.0010330354083989144 0.0011217157064484099 0.0010313064440272317 0.0010791454391061326 0.0019255757358651948 0.0011061845646747693 0.0013174498869602657 0.0014483574406514649 0.0010454219175749895 0.0010169461866493812
leaf_count=139 169 121 361 852 482 484 158 268 87
internal_value=0 -6.14759e-05 -9.95545e-06 -8.06716e-05 2.59859e-05 0.000184844 3.58729e-05 0.000306011 -0.000346693
internal_weight=0 0.0110034 0.00997212 0.00893908 0.00701351 0.00491741 0.00381123 0.00249378 0.00209609
internal_count=3121 2952 2831 2692 1840 1392 910 426 448
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=7
num_cat=0
split_feature=1 13 48 42 15 13
split_gain=1.97525e-05 5.96465e-05 4.85556e-05 3.85895e-05 8.07041e-05 5.89769e-05
threshold=0.11230000000000001 -0.0025349999999999995 0.083985000000000018 0.084050000000000014 -0.028889999999999996 -0.0090849999999999976
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.026922311815188643 0.025299698533815973 -0.0038252951753111929 0.010484714008426828 -0.024848128206174824 0.020971443381700094 -0.0090596779082435901
leaf_weight=0.001052995613970958 0.0010940681331834418 0.0019679872635960651 0.0018810851445453056 0.0011069814953022683 0.0012999284311267572 0.0013159359933600893
leaf_count=274 319 166 452 1027 339 544
internal_value=0 0.00658102 -0.00312358 -0.00848355 -0.00354597 0.005864
internal_weight=0 0.00306206 0.00665693 0.00477584 0.00366886 0.00261586
internal_count=3121 485 2636 2184 1157 883
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=7
num_cat=0
split_feature=1 0 15 49 15 16
split_gain=2.01531e-05 3.87743e-05 3.68021e-05 5.16406e-05 0.000120388 5.06811e-05
threshold=0.077565000000000009 0.051010000000000007 1.0000000180025095e-35 -0.006494999999999999 -0.037864999999999989 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.021320428367873935 -0.0076033616339230758 0.002856380993069548 -0.014469061819594587 0.012857993301806817 0.041096527427124357 -0.013870578926224212
leaf_weight=0.0011490732286704806 0.0019260805790609929 0.0015693109100381221 0.0010497236637827369 0.0017235164764890785 0.0010665270845686158 0.0012056578937939056
leaf_count=1561 288 75 433 292 222 250
internal_value=0 -0.00736327 0.0027878 0.00584683 0.0123303 0.00185642
internal_weight=0 0.00271838 0.00697151 0.00592178 0.0039957 0.00292917
internal_count=3121 1636 1485 1052 764 542
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=9
num_cat=0
split_feature=474 160 52 133 12 13 1 15
split_gain=5.39443e-05 6.7755e-05 7.25172e-05 0.000111675 6.74498e-05 6.59858e-05 7.36341e-05 9.81468e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 0.088285000000000016 -0.015429999999999998 -0.10664 0.11212500000000002 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00042424976306334626 0.00041549717727829629 -0.00040951291690750392 0.00049987958889256194 -0.00066664341031275238 0.00057984712856192693 0.00049725387156404003 -0.0003241934859622158 -0.00024796600503390566
leaf_weight=0.0016565830251192683 0.0010015333160685288 0.0010851386261679797 0.0010192134058727657 0.0010025124146481662 0.0010036621698855802 0.0017526754298660464 0.0015327544980103802 0.0011096432454901933
leaf_count=736 344 222 166 411 122 312 110 698
internal_value=0 -6.14617e-05 9.19628e-06 -5.76064e-05 3.65606e-05 0.000126221 2.26303e-05 0.000208352
internal_weight=0 0.0101622 0.0085056 0.00748639 0.00648387 0.00539874 0.00439507 0.00286232
internal_count=3121 2777 2041 1875 1464 1242 1120 1010
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=8
num_cat=0
split_feature=48 12 16 2 13 13 1
split_gain=2.18321e-05 4.39204e-05 3.99713e-05 3.83926e-05 9.00721e-05 7.52083e-05 0.000150718
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.013794613946036699 -0.026263323359478181 -0.026844545737323811 0.00027074819168448216 0.033721432746520251 -0.0026846738121605296 0.034431640592633365 -0.015507274287180706
leaf_weight=0.00101696808753298 0.0010993477127086669 0.0011452120017774591 0.0010349648416523676 0.0010887810578358655 0.0018082073430309019 0.0010301850991223343 0.0014620257180801249
leaf_count=180 1091 411 244 316 206 457 216
internal_value=0 -0.0016929 -0.0139725 0.00243309 0.0109979 -0.00447538 0.00513557
internal_weight=0 0.00866872 0.00218018 0.00648855 0.00289699 0.00359156 0.00249221
internal_count=3121 2941 655 2286 522 1764 673
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=9
num_cat=0
split_feature=50 15 12 133 43 4 47 1
split_gain=4.4167e-05 6.19692e-05 4.40661e-05 7.67014e-05 8.72421e-05 6.02851e-05 8.17863e-05 0.000142295
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.084415000000000018 -0.20207499999999998 -0.033174999999999989 0.090280000000000013 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00048567573625889806 -0.00038736351074960331 -0.00034916517355089172 0.0006409283822533322 -0.00046184953641290223 -0.0002608333325266389 -7.1874480895934873e-05 -0.00028232380441416729 0.00086633938001935403
leaf_weight=0.0010545971646807447 0.0010454571261609138 0.0013095126977202796 0.0010340105509833129 0.0010113938579890134 0.0019134023483177247 0.0013347996619327588 0.0010727770377340494 0.0011630385165727133
leaf_count=218 597 224 81 616 817 313 132 123
internal_value=0 3.64146e-05 -1.71879e-05 4.05494e-05 0.000118506 2.00033e-05 0.000170497 0.000364975
internal_weight=0 0.00989353 0.00883893 0.00752942 0.00651803 0.00548402 0.00357062 0.00249784
internal_count=3121 2524 2306 2082 1466 1385 568 436
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=9
num_cat=0
split_feature=48 2 48 2 3 52 43 2
split_gain=9.79126e-05 9.12903e-05 6.90033e-05 9.00426e-05 6.70237e-05 0.000103339 7.24095e-05 5.1534e-05
threshold=0.12474000000000002 0.11928500000000002 0.092475000000000016 0.10559 -0.13309499999999996 -0.088204999999999992 -1.0000000180025095e-35 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00036740531758882526 -0.00059084202003080748 0.00059532177308673894 0.00044920169452810477 -0.00044992035905796205 -0.00034447204613038138 -1.6670233262717625e-05 0.00084732082395088976 0.00025879681401030523
leaf_weight=0.001287003800129553 0.0010120395952892833 0.0010534067718438447 0.0011031491996492193 0.0018883883726854402 0.0013294835818823342 0.0017504673766408712 0.0010003139747989218 0.0013360960179434334
leaf_count=169 102 297 234 299 365 1181 189 285
internal_value=0 4.71134e-05 -1.24526e-05 -7.17272e-05 3.48126e-05 0.000130385 0.000284859 0.000510768
internal_weight=0 0.0107483 0.0096949 0.00859175 0.00670336 0.00541636 0.00408688 0.00233641
internal_count=3121 3019 2722 2488 2189 2020 1655 474
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=8
num_cat=0
split_feature=4 2 2 52 0 1 2
split_gain=2.40416e-05 5.13048e-05 5.24017e-05 3.91122e-05 3.51861e-05 0.000104337 2.24267e-05
threshold=0.0061450000000000003 0.10855000000000002 0.086950000000000013 -0.049749999999999996 -0.17169499999999996 0.11323000000000001 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -4
right_child=3 -3 6 4 5 -7 -8
leaf_value=0.0039766520044911546 0.019035454019460985 0.013342670658895562 -0.031244004588308883 0.013862363345792904 -0.026595996153348397 0.013525549898138527 -0.010579845319972574
leaf_weight=0.001356752630853498 0.0013789136559542886 0.001112429621685453 0.0010838837426732733 0.0011544647247481304 0.0013354485854465354 0.001259431047829065 0.0010189441208521808
leaf_count=1044 218 269 700 119 336 214 221
internal_value=0 -0.00533836 -0.0113453 0.00463486 -0.00066131 -0.00712291 -0.021231
internal_weight=0 0.00457201 0.00345958 0.00512826 0.00374934 0.00259488 0.00210283
internal_count=3121 2234 1965 887 669 550 921
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 16 2
split_gain=5.15609e-05 6.8816e-05 0.000125977 0.000106774 7.90136e-05 0.000144121 3.70428e-05 3.70166e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12711499999999995 -0.016799999999999995 -0.073404999999999984 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00039065034984288831 0.00042043956113533101 -0.00042489442135105012 0.0006492104105083079 -0.00063340526511334791 1.6313506922006858e-05 0.00022460527413991211 -0.00050081864635788441 0.00068556876002671908
leaf_weight=0.0017978308965256673 0.0010151674109435951 0.0011408886049717425 0.0011033808149716945 0.0010710810503371153 0.0011128803203333979 0.0013589351404347011 0.0010212535167661752 0.0013206784257233616
leaf_count=462 124 196 237 396 219 902 445 140
internal_value=0 -4.35029e-05 3.32722e-05 -6.34602e-05 3.90578e-05 0.000149017 -0.000231151 0.000451796
internal_weight=0 0.00992693 0.0081291 0.00702572 0.00595464 0.00481375 0.00213413 0.00267961
internal_count=3121 2997 2535 2298 1902 1706 664 1042
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=8
num_cat=0
split_feature=47 4 15 52 52 16 2
split_gain=2.18842e-05 5.83181e-05 4.76395e-05 4.53938e-05 7.30575e-05 6.3876e-05 5.24959e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.088204999999999992 -0.046924999999999988 -0.008904999999999998 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.020718734376060907 -0.013989123913827587 -0.0019907711138368151 0.026089072330596871 0.023509232321198899 -0.0016038544054304907 0.00790828517992191 -0.033611861024526041
leaf_weight=0.0012435053204223915 0.0010103823486768181 0.0010300742637498787 0.0014613695871014954 0.0010903468790328355 0.0010072497781391688 0.0018053125844370798 0.0010429674064483154
leaf_count=618 115 169 228 227 1009 349 406
internal_value=0 0.0015609 0.0144796 -0.00363934 0.000654806 -0.00580844 -0.0178867
internal_weight=0 0.00868083 0.00249144 0.00618938 0.00494588 0.00385553 0.00205022
internal_count=3121 3006 397 2609 1991 1764 1415
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=8
num_cat=0
split_feature=2 13 16 151 52 2 3
split_gain=1.91145e-05 3.23184e-05 7.49925e-05 6.65009e-05 0.000108308 6.12958e-05 8.34046e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 -0.0083949999999999979 0.089325000000000015 0.089885000000000007 0.099930000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.011843826973004373 -0.017900350987414253 0.01111336305909722 -0.028673693107755624 -0.0038186492188620929 -0.019040990389957255 0.046526627773916779 0.0059843264055451312
leaf_weight=0.0011844506409304503 0.0015456790688833221 0.0015935692294968438 0.0010961017583217877 0.0010029166534563563 0.0012042256504278892 0.0010221293505059247 0.001007680372403414
leaf_count=199 437 205 395 814 617 351 103
internal_value=0 -0.0017186 -0.00469133 -0.000145455 0.00633169 0.0164066 0.0263998
internal_weight=0 0.0084723 0.00687873 0.00578263 0.00423695 0.00303273 0.00202981
internal_count=3121 2922 2717 2322 1885 1268 454
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=9
num_cat=0
split_feature=1 12 13 159 151 0 0 2
split_gain=4.91962e-05 5.26936e-05 6.53416e-05 5.40164e-05 7.38571e-05 7.30637e-05 6.63269e-05 3.09266e-05
threshold=0.13686500000000004 0.098810000000000023 -0.17933499999999997 0.082585000000000006 -0.0083949999999999979 -0.15202999999999997 -0.061629999999999997 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -3
right_child=-2 7 3 -5 5 6 -8 -9
leaf_value=0.0004821207463056566 0.00040024705589181982 -8.9576531025239824e-05 -0.00029437764575701504 -0.00046181228835589166 0.00057183026049938569 -0.00029633560220439692 0.00028632031510333726 -0.00056454685121844802
leaf_weight=0.0010417238055252546 0.0010371299456002356 0.0010667739644308995 0.0019098606100106438 0.0010179319640446563 0.0012336001279168629 0.0014515252182304528 0.0015567426967509406 0.0010417581703613653
leaf_count=95 169 108 402 350 108 1350 208 331
internal_value=0 -4.77483e-05 2.32508e-05 -4.34212e-05 2.58103e-05 0.000169972 5.18187e-06 -0.000324244
internal_weight=0 0.0103199 0.00821138 0.00716966 0.00615173 0.00424187 0.00300827 0.00210853
internal_count=3121 2952 2513 2418 2068 1666 1558 439
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 16
split_gain=4.25338e-05 6.7436e-05 9.49937e-05 7.64638e-05 8.26235e-05 0.00013958 4.12822e-05 3.65285e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12711499999999995 -0.016799999999999995 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00038552649122191164 0.00037630900647728596 -0.00043784590009012577 0.0005752180390812176 -0.00053590376092670295 2.182110855212426e-05 0.00021047531120582788 0.00069839845676585445 -0.00049220245465541148
leaf_weight=0.0018050619815169954 0.0010272733403201553 0.0011401074238253425 0.001078994105803842 0.001056381319258835 0.0011069272283618112 0.0013687506319757427 0.0012997662344961681 0.0010225280139238245
leaf_count=462 124 196 237 396 219 902 140 445
internal_value=0 -4.29058e-05 3.36973e-05 -4.98399e-05 3.66306e-05 0.000149377 0.00044813 -0.000225004
internal_weight=0 0.00987852 0.00807345 0.00699446 0.00593808 0.00479797 0.00266852 0.00212946
internal_count=3121 2997 2535 2298 1902 1706 1042 664
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 0
split_gain=1.99966e-05 4.64789e-05 3.36216e-05 4.03775e-05 4.5884e-05 3.22402e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.021104542662543795 -0.013265037260773729 -0.015384743594806538 0.0061771773577627594 0.01638198779045889 -0.019965732094461505 0.00013945634960132146
leaf_weight=0.0016288508490379797 0.0010244114932480937 0.0017354867665568758 0.0015057425961124355 0.0012261291432765793 0.0012115394895111297 0.0013344300992927185
leaf_count=1173 199 827 218 230 275 199
internal_value=0 0.00151127 -0.00378623 0.00131825 -0.00547902 0.0116635
internal_weight=0 0.00864218 0.0056789 0.00394341 0.00271728 0.00296328
internal_count=3121 2922 1550 723 493 1372
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=9
num_cat=0
split_feature=48 16 15 2 15 12 52 0
split_gain=8.11701e-05 7.56632e-05 6.23152e-05 8.55983e-05 7.71068e-05 6.63373e-05 0.00011952 0.000106675
threshold=0.12230500000000001 -0.49446999999999991 -0.14147499999999996 0.10855000000000002 -0.095244999999999982 -1.0000000180025095e-35 0.091820000000000013 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00042530712541355794 -0.00052901616033552707 -0.00043118484170664583 0.00038447206131375959 0.00049496359418216252 0.00029261239867160857 0.00020007575582472605 -0.00083418734688143418 -0.00057450069477391411
leaf_weight=0.0017424959328357558 0.0010136815865458863 0.0012300889264977985 0.0012540679478954889 0.0013373715332603772 0.0010055845577971968 0.0019607714746056569 0.0010652140782853731 0.001049461481953444
leaf_count=235 108 308 149 339 119 1258 432 173
internal_value=0 5.1653e-05 -2.14822e-05 4.42034e-05 -5.09544e-05 -0.000158424 -0.000269713 -6.99659e-05
internal_weight=0 0.0106451 0.00890256 0.00767247 0.0063351 0.00508103 0.00407545 0.00301023
internal_count=3121 3013 2778 2470 2131 1982 1863 1431
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 16
split_gain=5.01673e-05 7.5166e-05 0.000112737 9.56409e-05 9.1254e-05 0.000168147 4.5532e-05 3.0518e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12711499999999995 -0.016799999999999995 0.096540000000000015 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00040767219793395859 0.00040295261270934576 -0.00046156813325098466 0.00061732865555468041 -0.00060082860125893573 -3.0193552585115256e-05 0.00023141465789935217 0.00073938663060338762 -0.00049861796159781811
leaf_weight=0.0018144336251803396 0.001054756896746529 0.0011369817264157995 0.0011003580545486695 0.0010585564031464966 0.0011133054557979304 0.0013886670922348019 0.0013264270765764984 0.0010289501146005082
leaf_count=462 124 196 237 396 219 902 140 445
internal_value=0 -4.67295e-05 3.35952e-05 -5.74761e-05 3.8476e-05 0.000155524 0.000479578 -0.000255183
internal_weight=0 0.00996768 0.00815325 0.00705289 0.00599433 0.00485735 0.00271509 0.00214226
internal_count=3121 2997 2535 2298 1902 1706 1042 664
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=9
num_cat=0
split_feature=1 43 3 13 12 2 43 1
split_gain=5.54781e-05 5.67156e-05 0.000108835 0.000115999 9.13455e-05 7.07238e-05 8.37081e-05 4.67888e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 0.098810000000000023 0.089885000000000007 1.0000000180025095e-35 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -7
right_child=-2 4 -4 -5 -6 6 -8 -9
leaf_value=-0.00059699467042063784 0.00042851968827045482 -0.00039029135311210398 0.0006348902932957445 0.00029181701038794646 -0.00064378908785388083 -0.00041408893274686494 0.00056685638644273645 0.00011574029754777009
leaf_weight=0.0010053513418573148 0.0010172841934555444 0.0016327170422212912 0.0011804047599404356 0.0012875246431329739 0.001216032124592435 0.0010263381948662728 0.0010555576945252012 0.0017059420508473838
leaf_count=634 169 759 378 367 241 241 167 165
internal_value=0 -5.18645e-05 0.000151142 -9.78979e-05 -0.000158109 -4.91527e-05 9.78924e-05 -8.32817e-05
internal_weight=0 0.0101099 0.00347328 0.00229288 0.00663659 0.00542055 0.00378784 0.00273228
internal_count=3121 2952 1379 1001 1573 1332 573 406
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=10
num_cat=0
split_feature=147 15 16 1 12 12 0 4 2
split_gain=6.39219e-05 7.18457e-05 0.000105428 9.12123e-05 0.000163443 9.19218e-05 9.2651e-05 0.000118859 1.92209e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.13075500000000004 0.098810000000000023 0.090455000000000021 -0.12333499999999999 -0.083854999999999985 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.00040130915594213283 0.00043125040996799704 -0.00059855554046055789 0.00038875700045758221 0.00050557775396727067 -0.00077824619619396636 0.00046649592823261841 1.4137668017624441e-05 -0.00085264798220844771 7.144499084480114e-06
leaf_weight=0.0011715563618034898 0.0011398055684537787 0.0014581963856085947 0.0010252712780093758 0.0010766913470698913 0.001164826308095405 0.0013891960525958076 0.001388779059265989 0.0010821838530691366 0.0010047180500145289
leaf_count=243 124 196 93 71 375 600 380 924 115
internal_value=0 -5.70649e-05 -0.000113063 -2.60026e-05 -0.000107129 2.55895e-05 -0.000110494 -0.00036548 0.000199883
internal_weight=0 0.0107614 0.00958986 0.00813167 0.00705497 0.00589015 0.00450095 0.00247096 0.00202999
internal_count=3121 2997 2754 2558 2487 2112 1512 1304 208
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=9
num_cat=0
split_feature=48 2 47 2 3 150 12 3
split_gain=5.5233e-05 8.9077e-05 5.15316e-05 8.56412e-05 0.000120938 0.000102659 0.000115035 4.11324e-05
threshold=0.11951500000000001 0.11510000000000002 0.085270000000000026 0.10559 0.090900000000000009 0.086615000000000011 0.084100000000000022 -0.071329999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=0.00038827683850894691 -0.00044216317941987612 0.00049226862731361959 0.00051704959538368322 -0.00052715749993633928 0.000550475743938801 -0.00069266987342541807 -0.00038053365802122785 -1.9540806763375573e-05
leaf_weight=0.0015678412064399285 0.0010229247114454136 0.0014168920045116518 0.001001171135111219 0.0015455509066394577 0.0011802766262540981 0.001043478477605211 0.001431384964486838 0.0012167138639753374
leaf_count=383 114 379 204 256 118 182 1382 103
internal_value=0 3.53365e-05 -3.67082e-05 -0.000121704 -1.72434e-06 -0.00016294 2.13609e-05 0.00022268
internal_weight=0 0.0104033 0.00898642 0.00676853 0.00522298 0.0040427 0.00299923 0.00221788
internal_count=3121 3007 2628 2321 2065 1947 1765 307
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=10
num_cat=0
split_feature=48 2 4 2 2 15 15 0 16
split_gain=7.50863e-05 0.000107861 6.28084e-05 9.4685e-05 0.000165119 5.34863e-05 0.000105265 9.1205e-05 0.000123951
threshold=0.12474000000000002 0.11510000000000002 -0.49405499999999997 0.10672500000000001 0.097845000000000015 -0.11713499999999999 -0.095244999999999982 -0.060129999999999996 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 -8
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00047787495334242235 -0.00052381407483512719 0.00052228358403825842 -0.00042914683748055831 -0.0004881152690026774 0.00081667517162267115 0.00060146447735908186 0.00011986589401943473 0.00024764625545506072 -0.00082925277563790389
leaf_weight=0.0011152692384367629 0.0010002485583090028 0.0015183399586969825 0.0010257165710200553 0.0012112619371299031 0.0010646677059834705 0.0010872933496694037 0.0010423278208441529 0.0017038125627008289 0.0010742175532581649
leaf_count=150 102 383 228 198 218 105 519 110 1108
internal_value=0 3.76437e-05 -4.12713e-05 1.80432e-05 0.000105652 -2.19319e-05 6.31774e-05 -9.00218e-05 -0.000361844
internal_weight=0 0.0108429 0.00932457 0.0082093 0.00699804 0.00593337 0.00490765 0.00382036 0.00211655
internal_count=3121 3019 2636 2486 2288 2070 1842 1737 1627
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=9
num_cat=0
split_feature=48 12 0 52 16 0 2 1
split_gain=2.20692e-05 4.07319e-05 4.5366e-05 3.57542e-05 5.79306e-05 6.38395e-05 5.80588e-05 2.44755e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.053834999999999994 0.10024500000000001 0.071345000000000006 -0.14794999999999997 0.086100000000000024 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.013739916427162692 0.0021193295986643708 0.002278333144955607 -0.026523223435194962 0.016333632306210041 -0.02242652716346687 -0.00013415832241599616 0.03337723569196805 -0.019783074145335339
leaf_weight=0.0010343630092415563 0.0010249912843303989 0.0010007613253549211 0.0012058538401452075 0.0014132498070462182 0.0010626435990262464 0.0010644461900714481 0.0010052148251132496 0.0010158886896905334
leaf_count=180 109 481 174 432 315 715 656 59
internal_value=0 -0.00170221 -0.0134609 0.00223725 -0.00161371 0.00376675 0.016142 -0.00878303
internal_weight=0 0.00879305 0.00220662 0.00658643 0.00517318 0.00411054 0.00206966 0.00204088
internal_count=3121 2941 655 2286 1854 1539 1371 168
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 151 4 3
split_gain=8.01769e-05 8.52867e-05 0.000118638 0.00011792 9.0257e-05 7.3514e-05 9.19524e-05 8.87549e-05
threshold=0.12230500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 -0.077429999999999985 -0.0029599999999999995 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00039202011643249681 -0.00054343666477625217 0.00054935126981635904 -0.000627383994728876 0.00084778644183337458 7.5236450446737157e-05 -0.00038507825756867349 -0.00053269341797967809 0.0002850343728522754
leaf_weight=0.0010144729981068027 0.0010053790001519321 0.0011133498203357373 0.0011076809590718382 0.0010721550571676534 0.0012702664888867843 0.0012674916665737404 0.00185962244495482 0.0018975217584388992
leaf_count=308 108 245 312 251 70 622 484 721
internal_value=0 3.59412e-05 -2.42962e-05 5.54063e-05 0.000428842 -8.94402e-05 -0.000186647 1.66746e-05
internal_weight=0 0.0106026 0.00948921 0.00838153 0.00234242 0.00603911 0.00502464 0.00316501
internal_count=3121 3013 2768 2456 321 2135 1827 1343
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=8
num_cat=0
split_feature=2 42 49 3 4 15 16
split_gain=2.17337e-05 2.98125e-05 5.97966e-05 8.37487e-05 4.08772e-05 0.000144047 8.40567e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.0020949999999999996 0.090900000000000009 -0.10429499999999998 -0.016799999999999995 -0.16075999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.012473450189174477 -0.032878512688535907 -0.016299515376626193 -0.004990803826714468 0.0067810946923547114 0.017081228298518904 0.039812635903186712 -0.023798401737301668
leaf_weight=0.0012093380717654286 0.0010941843979875281 0.001223766229885243 0.0019975780806950998 0.0010371531505707424 0.0010040882068726507 0.0012513630658925971 0.0010078749469223584
leaf_count=199 387 597 261 129 153 813 582
internal_value=0 -0.00184228 0.000551073 -0.0135793 0.00627569 0.0131722 -0.00339706
internal_weight=0 0.00861601 0.00739224 0.00213134 0.0052609 0.00326333 0.00201196
internal_count=3121 2922 2325 516 1809 1548 735
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=7
num_cat=0
split_feature=376 43 4 15 0 3
split_gain=2.50902e-05 4.58201e-05 4.75096e-05 6.4434e-05 7.95967e-05 5.01111e-05
threshold=0.048375000000000008 0.084740000000000024 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0071208840933071728 0.014862800751119364 -0.019915212119245546 -0.01864962466774657 0.022318129890522065 0.017223352465563672 -0.018182829550288476
leaf_weight=0.0013076924928092765 0.0010089589056775919 0.0012032596834217115 0.0013690267148575115 0.0018147434488741789 0.0011282953915563694 0.0019492793263578552
leaf_count=886 166 321 146 345 167 1090
internal_value=0 -0.00178879 0.00109279 0.00797828 -0.00244214 -0.00802325
internal_weight=0 0.0087723 0.00756904 0.00431207 0.00249732 0.00325697
internal_count=3121 2955 2634 658 313 1976
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=8
num_cat=0
split_feature=50 15 15 43 16 16 2
split_gain=4.01e-05 7.15513e-05 8.68225e-05 6.0973e-05 9.10601e-05 9.58978e-05 7.80948e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 -0.013324999999999998 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00038674916397509276 -0.0004918954903678479 -0.00069914330866335415 0.00028437910118800141 1.9502938858126405e-05 -0.00062415908834521124 0.0003119787064413507 -0.00056341561633993942
leaf_weight=0.0010433578597116204 0.001111881217438355 0.0010044137165824167 0.0013990939302061366 0.0019910315615864044 0.0013344872369346573 0.0018361524622944364 0.0015886761471603688
leaf_count=218 597 210 144 700 376 522 354
internal_value=0 -9.97512e-05 -0.000155203 -8.81622e-05 -0.000165376 -5.23303e-05 -0.000239197
internal_weight=0 0.0101972 0.00915386 0.00814944 0.00675035 0.00541586 0.00357971
internal_count=3121 2524 2306 2096 1952 1576 1054
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=10
num_cat=0
split_feature=47 47 16 1 52 2 2 3 4
split_gain=8.36236e-05 7.78738e-05 8.64851e-05 8.24256e-05 0.000140855 0.000110071 0.000109767 5.86384e-05 6.2649e-05
threshold=0.13148500000000005 0.10254000000000001 -0.5315899999999999 0.10471500000000002 -0.087769999999999987 0.10097500000000002 0.11215000000000001 0.090900000000000009 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -5 8 -6
right_child=-2 -3 3 6 5 -7 -8 -9 -10
leaf_value=-0.00053813900894138927 -0.00053984410827360811 0.00052121586082616513 -0.00073143938409092775 0.0007454126103811563 0.00041419514423885303 -0.00040175046041249012 -2.4911606638089821e-05 0.00064561786725750206 -0.00021597322764194864
leaf_weight=0.0010607192674098225 0.0010158294950540674 0.0011927440470276092 0.0010435967659145635 0.0013107461112390657 0.001161885685633256 0.0013964515296637095 0.0015547922691078531 0.0010187510665495836 0.0012690014970920317
leaf_count=103 65 187 490 229 557 263 249 52 926
internal_value=0 4.81188e-05 -9.36761e-06 5.46945e-05 -7.80096e-05 6.27054e-05 0.000327448 0.000250722 8.52269e-05
internal_weight=0 0.0110087 0.00981594 0.00875522 0.00588969 0.00484609 0.00286554 0.00344964 0.00243089
internal_count=3121 3056 2869 2766 2288 1798 478 1535 1483
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=10
num_cat=0
split_feature=48 2 47 13 48 151 13 1 1
split_gain=7.8196e-05 9.42644e-05 7.5253e-05 7.6468e-05 6.60126e-05 6.43029e-05 5.37349e-05 9.43354e-05 3.42494e-05
threshold=0.12230500000000001 0.11293500000000002 0.11170500000000001 -0.13710499999999998 0.090225000000000014 -0.016164999999999995 0.0076650000000000008 0.083835000000000007 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -3
right_child=-2 8 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00055671268020780968 -0.00051488914419602961 0.0001538588124305916 0.00045873736427808233 0.00032903348217830949 0.00043608192446299677 0.00042701064010243727 -0.00050399080379760633 -0.0003163652819533542 0.00065220189393512908
leaf_weight=0.0012350540671232958 0.0010456880196170531 0.0010054248072935504 0.0010135291861818121 0.0010417993438906481 0.0010104885278659588 0.0010171695408418583 0.0015691747418684222 0.0018500656579484333 0.0011218222155156188
leaf_count=125 108 216 82 327 226 973 298 541 225
internal_value=0 4.65147e-05 -4.36049e-05 -0.000109523 -2.44057e-05 -0.000109345 -0.00021229 -5.2648e-05 0.000416664
internal_weight=0 0.0108645 0.00873728 0.00772375 0.0064887 0.00547821 0.00443641 0.00286724 0.00212725
internal_count=3121 3013 2572 2490 2365 2139 1812 1514 441
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=8
num_cat=0
split_feature=376 133 43 16 457 0 1
split_gain=2.10434e-05 4.64705e-05 5.96029e-05 4.45149e-05 4.89032e-05 4.0239e-05 2.00012e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 0.064860000000000015 0.045365000000000009 -0.075359999999999996 0.11181500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.015864927288471532 0.01344337024277133 -0.021250984762567905 -0.018942104768355006 -0.023367915710110546 0.018802398061773098 0.011037802463729084 -0.0011293940669124085
leaf_weight=0.0019909994931121113 0.0010163277315408279 0.0010736038041832497 0.0016420825183849782 0.0010014578223578718 0.0010568081862314949 0.001046344164281772 0.0010231410467205788
leaf_count=476 166 1026 796 259 117 160 121
internal_value=0 -0.00175113 0.000946409 -0.00420153 -0.000176194 -0.00558004 -0.0121041
internal_weight=0 0.00883444 0.00776083 0.00576983 0.00476838 0.00371157 0.00266522
internal_count=3121 2955 1929 1453 1194 1077 917
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=9
num_cat=0
split_feature=50 160 12 2 15 13 13 4
split_gain=5.36147e-05 6.94924e-05 7.2384e-05 8.83028e-05 0.000116782 9.6329e-05 0.00017904 0.000145573
threshold=0.083090000000000011 -0.085579999999999976 -0.029094999999999999 0.084245000000000014 -0.10203999999999998 -0.091904999999999987 0.090705000000000008 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.00050398940845554222 -0.00041325709128219327 -0.00043196882466257062 -0.00017207517680457569 0.000252154758717039 0.000624380162135653 -0.0011583491773666764 0.00039812511542655475 -0.00018725355322922869
leaf_weight=0.0010711948406744989 0.0011622015873725194 0.0014163817304417578 0.0011514522218913914 0.0018969886492770393 0.0018370303485889528 0.0010014959593236178 0.001008797976393451 0.001456801316124376
leaf_count=382 597 315 61 193 349 791 173 260
internal_value=0 2.98886e-05 -2.2098e-05 4.74056e-05 0.000317509 -0.000103076 -0.000297438 -0.000582872
internal_weight=0 0.0108401 0.00976895 0.00835257 0.00298848 0.00536408 0.0034671 0.0024583
internal_count=3121 2524 2142 1827 410 1417 1224 1051
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=11
num_cat=0
split_feature=484 15 11 4 2 12 12 47 1 2
split_gain=0.00019501 7.97638e-05 7.51306e-05 6.61748e-05 7.44913e-05 0.000124519 7.35637e-05 8.75536e-05 0.000134393 6.17948e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.076560000000000003 -0.0024449999999999997 0.10855000000000002 0.091545000000000015 -1.0000000180025095e-35 0.092530000000000015 0.095285000000000022 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 -5 8 -8 -3
right_child=1 2 -4 6 -6 -7 7 -9 -10 -11
leaf_value=-0.00082184177576342672 0.00052323956894884712 0.00070278536482938419 -0.000499278564921402 -0.0005297512077513365 0.00066784381454315601 -0.00045500805170673467 -0.00027470843408601136 -0.00042326470063688197 0.00065397121575219903 5.6386066205546896e-05
leaf_weight=0.0010342008703347139 0.0013062299595115569 0.0010343694538566262 0.0010089966208988105 0.00115120350973237 0.0011356313954724384 0.0010991803135812451 0.0010654222403248233 0.0010801002825908245 0.0013688283219383188 0.0012627525194959747
leaf_count=515 232 806 172 128 199 406 299 98 98 168
internal_value=0 6.7022e-05 8.63506e-06 6.4355e-05 0.000233108 8.77441e-05 -9.9565e-05 4.1352e-05 0.000247507 0.000347453
internal_weight=0 0.0115127 0.0102065 0.00919749 0.00453193 0.0033963 0.00466555 0.00351435 0.00243425 0.00229712
internal_count=3121 2606 2374 2202 1579 1380 623 495 397 974
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 4
split_gain=9.54663e-05 0.000101451 0.000113955 0.000101315 0.000122516 7.24733e-05 0.0002107 6.11778e-05
threshold=0.12230500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 -1.0000000180025095e-35 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=2.0013624580715478e-05 -0.00058047257634014874 0.00059733620588145713 -0.00061273881037975781 0.00086878565336329561 -1.80008925198515e-05 -0.0004159011516783887 0.00058736130703381407 -0.00058158090400896171
leaf_weight=0.0012402202046053368 0.001030371687268875 0.0011400807230940195 0.0011080432939516065 0.0011245332716593327 0.0012816500247905122 0.0017480681556508717 0.0017306440588100102 0.0013653857350547334
leaf_count=576 108 245 312 251 70 344 141 1074
internal_value=0 4.43452e-05 -2.13371e-05 5.58432e-05 0.00039644 -7.88537e-05 5.70199e-05 -0.000295233
internal_weight=0 0.0107386 0.00959854 0.0084905 0.00240618 0.00608432 0.00433625 0.00260561
internal_count=3121 3013 2768 2456 321 2135 1791 1650
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=7
num_cat=0
split_feature=12 13 1 150 16 16
split_gain=2.10036e-05 4.25856e-05 4.02445e-05 3.751e-05 4.60335e-05 6.98123e-05
threshold=0.11650500000000001 0.11217000000000001 0.077565000000000009 0.081835000000000019 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.015103752570937752 -0.01372135827941268 0.017500783219491469 -0.019841983584513761 0.015171372755620711 0.02276614701015045 -0.008318880207768534
leaf_weight=0.0017042145908078123 0.0010277658574513173 0.0013835309930487188 0.0011359683857923553 0.0016426505920339521 0.0011810022576729652 0.0018609126973878874
leaf_count=1454 147 168 186 278 353 535
internal_value=0 0.00137629 -0.00158842 0.00236878 -0.00266492 0.00374966
internal_weight=0 0.00890828 0.00752475 0.00582053 0.00417788 0.00304191
internal_count=3121 2974 2806 1352 1074 888
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=10
num_cat=0
split_feature=48 4 52 52 1 2 0 3 3
split_gain=8.35627e-05 9.6987e-05 6.61652e-05 7.83262e-05 7.03341e-05 9.30831e-05 0.000120462 0.000117003 4.12386e-05
threshold=0.12474000000000002 0.27834500000000006 -0.12005499999999998 -0.081429999999999989 0.11453000000000001 0.10097500000000002 -0.057069999999999989 -1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -3
right_child=-2 8 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00047913740265073738 -0.00054324976563727406 0.00016754050978356151 0.00048221127343592421 -0.0007248286882891369 0.00040569563983912577 -0.00051701381392977024 0.00052865829032159391 0.00016336531184642832 0.00071273643313823128
leaf_weight=0.0011584084780415531 0.0010000573834181943 0.0011389171541161813 0.0012060330911965282 0.0010284771252164343 0.0010320481443677528 0.0017959335548162641 0.0012234666905599797 0.0012797444191181605 0.0010032939805894236
leaf_count=481 102 78 233 1443 94 286 76 86 242
internal_value=0 4.90499e-05 -4.27444e-05 2.40731e-05 -6.28072e-05 -0.000153564 3.12576e-05 -0.000232388 0.00042288
internal_weight=0 0.0108663 0.00872411 0.0075657 0.00635967 0.00532762 0.00353169 0.00230822 0.00214221
internal_count=3121 3019 2699 2218 1985 1891 1605 1529 320
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=10
num_cat=0
split_feature=484 1 4 4 15 151 2 4 12
split_gain=0.000161825 6.90558e-05 0.000120394 0.000115448 9.68876e-05 8.37416e-05 0.0001169 8.14615e-05 4.37889e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.083854999999999985 -0.49013999999999996 1.0000000180025095e-35 -0.0083949999999999979 1.0000000180025095e-35 0.0037800000000000004 0.10227500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 8 -8 -7
right_child=1 4 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0007650004415409871 -0.00040057686378975948 -0.00011355936545874613 -0.0007151334545997506 0.00048293450947918868 -0.00036116655990198399 -0.00016449625173322493 0.00024990879188571007 0.00096579375347765955 0.00037678841290718411
leaf_weight=0.001007527052173318 0.0010533378424048487 0.0018027228820665089 0.0010910411207511609 0.0012356547347486587 0.0011832404880296162 0.00134877060887307 0.0010328002837339809 0.0014967784810712393 0.0010011030110027462
leaf_count=515 32 247 1017 267 383 226 182 209 43
internal_value=0 5.52682e-05 -0.000179123 7.63644e-05 0.000155994 0.00024757 0.00038099 0.000673505 6.61041e-05
internal_weight=0 0.0112454 0.00338003 0.00228899 0.00786542 0.00668218 0.00487945 0.00252958 0.00234987
internal_count=3121 2606 1316 299 1290 907 660 391 269
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=10
num_cat=0
split_feature=48 48 51 1 13 4 3 1 2
split_gain=5.58159e-05 0.000104222 0.000125875 7.29354e-05 0.000143966 6.93043e-05 8.17648e-05 4.0382e-05 4.01646e-05
threshold=0.12230500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 -0.0016099999999999997 -0.11171999999999999 0.096255000000000021 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7 -8
right_child=-2 -3 -4 4 -6 7 8 -9 -10
leaf_value=-0.00034738966040495666 -0.00045089050764909058 0.0005872686489941727 -0.00066681731470017152 0.00086004423418155264 -0.00011655120641843251 -6.1848561162801809e-05 8.634533367883203e-05 -0.00058271005477601744 0.00057942594071630819
leaf_weight=0.0011257475950454199 0.0010078874514877654 0.0011577398290928175 0.001077656562878236 0.0010893872086689604 0.0012420020279758012 0.0010840314880621745 0.0015885088231890063 0.0012122113708819618 0.0010582656054259807
leaf_count=182 108 245 312 251 70 429 1219 109 196
internal_value=0 3.19052e-05 -3.5934e-05 4.50021e-05 0.000339782 -6.82412e-05 9.52344e-05 -0.000336817 0.000283495
internal_weight=0 0.0106356 0.00947781 0.00840015 0.00233139 0.00606876 0.00377252 0.00229624 0.00264677
internal_count=3121 3013 2768 2456 321 2135 1597 538 1415
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=9
num_cat=0
split_feature=14 15 4 15 42 43 2 4
split_gain=2.17749e-05 8.58676e-05 7.84293e-05 7.99945e-05 4.51396e-05 0.00010858 7.30098e-05 7.32082e-05
threshold=-1.0000000180025095e-35 -0.14712999999999996 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 0.10774000000000002 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.014119551617952112 0.028948521786145421 0.027403801692377633 -0.026765632926466967 -0.0213494073141119 0.02758125269144019 -0.03556885386357906 0.013082027214382192 -0.00064804075950777211
leaf_weight=0.0010074666574872377 0.0010040174651665826 0.0010431928418377766 0.0011084296770095059 0.001058077974650181 0.0011954009115359835 0.0011423418939562674 0.0011875645279189845 0.0012652574049096116
leaf_count=161 268 189 145 706 330 586 241 495
internal_value=0 0.00138265 -0.00207681 0.00189395 -0.00265611 0.00147262 -0.00720857 -0.017217
internal_weight=0 0.00900428 0.00800027 0.00689184 0.00584864 0.00479056 0.00359516 0.0024076
internal_count=3121 2960 2692 2547 2358 1652 1322 1081
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=10
num_cat=0
split_feature=474 52 52 52 0 2 1 48 2
split_gain=9.05271e-05 7.49392e-05 0.000127692 7.52124e-05 5.7305e-05 8.35992e-05 9.45339e-05 6.98828e-05 3.59036e-05
threshold=0.084660000000000027 -0.081429999999999989 -1.0000000180025095e-35 -0.22660999999999995 -0.14001499999999997 0.10097500000000002 0.10638500000000002 0.016865000000000002 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 8 -4 -6
right_child=-2 2 4 -5 5 -7 -8 -9 -10
leaf_value=-9.4366950689363466e-05 0.00053052614810565125 -0.0006947941996391908 0.00060351481657736333 0.00064713818699664875 0.00055445698047927507 -0.00048863486624178267 -0.00033966228835515021 -0.00011753958855119855 3.8456911596905288e-05
leaf_weight=0.0010578982928277142 0.0011053987340368674 0.0013408531042958726 0.0010250656152798188 0.0010458564353803736 0.0010576312572918281 0.0018026932559904729 0.0015405805753598268 0.001042139590080593 0.0010169232223233846
leaf_count=325 344 366 147 283 671 322 131 73 459
internal_value=0 -5.82912e-05 -0.000137559 0.000274263 -3.77376e-05 -0.000143714 2.82816e-05 0.00024001 0.00030152
internal_weight=0 0.0109296 0.00882589 0.00210375 0.00748503 0.00541783 0.00361514 0.00206721 0.00207455
internal_count=3121 2777 2169 608 1803 1583 1261 220 1130
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=9
num_cat=0
split_feature=474 160 42 52 43 2 1 3
split_gain=5.56019e-05 8.0912e-05 8.88604e-05 7.62624e-05 0.000113846 7.438e-05 0.000107743 7.20567e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10744000000000002 0.084740000000000024 0.11389000000000002 0.094825000000000007 -0.042499999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.00043514151903959125 0.00042177498511671989 -0.00044534378715612707 -4.4865601022199814e-05 0.00061162090389802967 -0.00047901894209092404 -0.00026693609413546131 0.00023173246338591865 0.00095110031324093652
leaf_weight=0.0017441721548028142 0.0010614402349329389 0.0013112829939478168 0.0019736788372134912 0.0010011305986679028 0.0013426685694208551 0.0012126532665233929 0.001074288471226148 0.0010671070521470903
leaf_count=736 344 708 555 129 105 213 135 196
internal_value=0 -4.86775e-05 2.63614e-05 0.000106989 3.12513e-05 0.000159847 0.000285614 0.00059021
internal_weight=0 0.010727 0.00898281 0.00767153 0.0066704 0.00532773 0.00411507 0.0021414
internal_count=3121 2777 2041 1333 1204 1099 886 331
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=8
num_cat=0
split_feature=13 51 160 52 15 2 0
split_gain=2.17142e-05 4.49538e-05 4.09721e-05 5.12853e-05 6.5774e-05 8.32187e-05 3.59383e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.081969999999999987 -0.087284999999999988 -0.11713499999999999 0.10097500000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.011363734971082413 0.019058184011832527 -0.018632256505899107 -0.019511738988627059 -0.016290447170942007 0.031852364762543238 -0.013362874654057794 0.0076084209380362783
leaf_weight=0.001404918193452836 0.0010810045394673137 0.0013732786660650689 0.0013212229637656258 0.0013233507991746033 0.0012549644167761391 0.0010727645960063128 0.0011923793212358725
leaf_count=169 469 363 558 254 117 233 958
internal_value=0 -0.00204342 0.00110067 -0.00204826 0.00271552 0.00986063 0.0200404
internal_weight=0 0.00861897 0.00724569 0.00616468 0.00484346 0.00352011 0.00244734
internal_count=3121 2952 2589 2120 1562 1308 1075
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=8
num_cat=0
split_feature=52 2 160 12 43 15 3
split_gain=2.30665e-05 4.619e-05 3.83678e-05 4.50967e-05 6.4322e-05 7.61533e-05 4.83943e-05
threshold=-0.081429999999999989 0.088930000000000023 1.0000000180025095e-35 0.10016000000000001 -0.00045499999999999995 -0.015039999999999998 0.10732000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.0053376322923150629 -0.010804381719231829 0.023798688913415366 -0.020361225889611964 -0.0147157480299108 0.01724123318831175 0.03261975216200777 -0.012646525183206995
leaf_weight=0.0011091353452945571 0.0017785890745727079 0.0010680378290178548 0.001061041613853452 0.0015761922226643042 0.0010244580262612712 0.0012239533112073145 0.0011498101563074681
leaf_count=316 1174 455 243 302 145 343 143
internal_value=0 0.00895553 -0.00268346 9.41015e-05 0.00460328 0.0126675 0.0014358
internal_weight=0 0.00217717 0.00781404 0.006753 0.00517681 0.00339822 0.00217427
internal_count=3121 771 2350 2107 1805 631 288
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=8
num_cat=0
split_feature=15 1 12 2 12 1 2
split_gain=2.64254e-05 4.29459e-05 5.90717e-05 6.91051e-05 5.36463e-05 6.30773e-05 3.63412e-05
threshold=-0.24436499999999997 0.12811000000000003 0.098810000000000023 0.073895000000000002 0.09141500000000001 0.10658000000000002 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.013287479205193839 -0.022304250237733577 0.014993546935582351 -0.026558781071744548 -0.00032825004315374147 0.023654018538204105 0.020199269997002389 -0.023170561538662787
leaf_weight=0.0012791488415117873 0.0012569822500921443 0.0012559003255572859 0.0010853039561172593 0.0018920348666410835 0.0010805509138479006 0.0010065820615142908 0.001102261975465417
leaf_count=253 532 117 397 1101 365 131 225
internal_value=0 -0.00210833 -0.00500152 -0.00131035 0.00388286 -0.0014569 -0.00873697
internal_weight=0 0.00867962 0.00742372 0.00633841 0.00508143 0.00400088 0.0029943
internal_count=3121 2868 2751 2354 1822 1457 1326
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=9
num_cat=0
split_feature=376 133 43 16 457 4 16 4
split_gain=2.39181e-05 3.85566e-05 5.83702e-05 3.71257e-05 3.90169e-05 4.6097e-05 6.31426e-05 1.24677e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 0.064860000000000015 0.045365000000000009 0.26790000000000008 -0.074319999999999983 0.063160000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0074673708456890727 0.014316188528003669 -0.019515170527003693 -0.030745466083692871 -0.021911404020825906 0.016083949137684843 0.0080970092585018524 0.0027484596758201793 0.023231186153444168
leaf_weight=0.0010020998325765283 0.0010288553738406368 0.0010782724394137648 0.0011673191543396895 0.0010039636989075422 0.0010684622968041846 0.0014847560729430204 0.001086936175727068 0.001004789580063017
leaf_count=380 166 1026 573 259 117 177 327 96
internal_value=0 -0.00178839 0.000656414 -0.00442119 -0.000768635 -0.00558444 -0.0145957 0.0153598
internal_weight=0 0.0088966 0.00781833 0.00581144 0.00480747 0.00373901 0.00225426 0.00200689
internal_count=3121 2955 1929 1453 1194 1077 900 476
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=9
num_cat=0
split_feature=1 52 16 13 2 1 15 52
split_gain=5.23742e-05 4.36388e-05 6.79175e-05 0.000118162 8.77436e-05 0.000156956 7.0445e-05 6.86875e-05
threshold=0.13686500000000004 0.11434500000000002 0.0065250000000000004 0.038215000000000006 0.11389000000000002 0.094385000000000011 -0.0058549999999999991 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=-0.00050349461610519686 0.00042520974864767609 -0.00037740562596893877 3.4007418961659502e-05 -0.00061306066551106674 -0.00043599466754979229 0.00068150844747406675 0.00021758999186599921 0.00066593344055989624
leaf_weight=0.0010760261561869246 0.0010335937151605109 0.0012744860694692212 0.0018690572696874108 0.0013747545742546574 0.001127482401817953 0.0014737354435846763 0.0010096073897018366 0.0010234140144635973
leaf_count=512 169 462 609 222 145 228 749 25
internal_value=0 -3.79354e-05 1.03834e-05 -0.000107581 4.0687e-05 0.000191683 -0.000154434 0.000257595
internal_weight=0 0.0102286 0.00895408 0.00606161 0.00468685 0.00355937 0.00208563 0.00289247
internal_count=3121 2952 2490 1856 1634 1489 1261 634
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=7
num_cat=0
split_feature=3 2 47 2 4 16
split_gain=2.09486e-05 3.38993e-05 3.90985e-05 6.91843e-05 5.16107e-05 1.82594e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 0.084245000000000014 -0.10429499999999998 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.0056047138809384124 0.010193706195515972 0.013239961738778522 0.0075197563324212249 -0.035457264485532179 -0.018307384630773024 0.00037644819462699956
leaf_weight=0.0019415675384790621 0.0016476847815489548 0.001219580005445582 0.0018831259548809168 0.0011347595510255368 0.0010468080814178308 0.0010454419728365939
leaf_count=704 192 328 318 209 675 695
internal_value=0 -0.00215401 -0.00481638 -0.00931094 -0.0182851 -0.00897157
internal_weight=0 0.00827128 0.0070517 0.00516858 0.00322701 0.00209225
internal_count=3121 2929 2601 2283 1579 1370
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=7
num_cat=0
split_feature=376 52 160 12 4 2
split_gain=2.05481e-05 3.60405e-05 3.33959e-05 4.00019e-05 4.83339e-05 5.09151e-05
threshold=0.048375000000000008 -0.081429999999999989 1.0000000180025095e-35 0.10016000000000001 -0.080924999999999983 0.092365000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.010486963269060264 0.013262732252806312 0.017927922729384486 -0.021774642005805062 -0.017655178321689339 -0.019111643676726697 0.0062068422695526456
leaf_weight=0.001917564339724365 0.0010315344617678355 0.0013757749830089882 0.0010135934214207248 0.0012974180823868055 0.0013690298802701466 0.0018919149413329931
leaf_count=697 166 554 223 298 745 438
internal_value=0 -0.0016496 -0.00499927 -0.00213392 0.00220915 -0.00442252
internal_weight=0 0.0088653 0.00694773 0.00593414 0.00463672 0.00326094
internal_count=3121 2955 2258 2035 1737 1183
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=8
num_cat=0
split_feature=47 4 4 48 15 52 16
split_gain=2.14409e-05 5.5222e-05 4.91224e-05 5.35547e-05 4.72487e-05 4.46726e-05 4.14398e-05
threshold=0.11926500000000002 0.24564500000000003 -0.0016099999999999997 0.083985000000000018 -0.43375999999999998 0.0031350000000000002 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -4
right_child=-2 4 6 -5 -6 -7 -8
leaf_value=-0.016458183388612244 -0.013880653489438462 -0.0022782250990427406 -0.030273774509826702 0.022870577261027456 0.025294979504789702 0.007451919495852952 -0.0024956920190774244
leaf_weight=0.0014553149836393972 0.0010114264368162292 0.0010611624510572003 0.0010310612006493988 0.0010079055956498648 0.0014998288108351958 0.0016874733156019177 0.0011208817893948999
leaf_count=950 112 169 292 277 229 788 304
internal_value=0 0.00148738 -0.00354408 0.00281265 0.0138699 -0.00362001 -0.015805
internal_weight=0 0.00886363 0.00630264 0.00415069 0.00256099 0.00314279 0.00215194
internal_count=3121 3009 2611 2015 398 1738 596
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=9
num_cat=0
split_feature=48 2 13 160 3 2 1 0
split_gain=7.14101e-05 8.89467e-05 5.22475e-05 7.13601e-05 6.29541e-05 6.0954e-05 4.24671e-05 3.58251e-05
threshold=0.12230500000000001 0.11293500000000002 -0.036034999999999991 -0.025879999999999997 -0.077774999999999983 0.090675000000000019 0.11146500000000002 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -3 -5
right_child=-2 6 3 5 -6 -7 -8 -9
leaf_value=-0.00061003018109876046 -0.00049088548170546701 0.00011988822069840218 0.00047836688351992951 -0.00038967302344631525 -1.5107462844144653e-05 0.00023664591610184191 0.00067188121606223802 7.1244830448933982e-05
leaf_weight=0.0011643540230720779 0.0010403339941817856 0.0010394249191810544 0.0012562584323439294 0.0018360844118397686 0.0016571138823069753 0.0017709811294638988 0.0011060552771936668 0.0010022301338771589
leaf_count=939 108 216 225 555 448 344 225 61
internal_value=0 4.69334e-05 -4.13659e-05 6.40995e-05 -0.000260618 -4.88086e-05 0.000404456 -0.000226919
internal_weight=0 0.0108325 0.00868702 0.00586555 0.00282147 0.0046093 0.00214548 0.00283831
internal_count=3121 3013 2572 1185 1387 960 441 616
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=8
num_cat=0
split_feature=42 40 151 160 1 4 12
split_gain=1.96991e-05 6.606e-05 5.41501e-05 6.25898e-05 7.33796e-05 7.40676e-05 5.42336e-05
threshold=-0.088934999999999986 -0.013874999999999998 -0.083274999999999988 -1.0000000180025095e-35 0.095285000000000022 -0.080924999999999983 0.092355000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.013224602105191045 0.02374417097534931 -0.023209797914900909 -0.018145598550820072 0.010335392711160451 0.027929934363922493 -0.024065644636446434 -0.00053121367775985009
leaf_weight=0.0010215289153140397 0.0011548748014473054 0.0010328385307806455 0.0013156838341182907 0.0012957089221782301 0.0017724210090879142 0.0012106633043253122 0.0010759535827604
leaf_count=381 287 269 689 365 226 725 179
internal_value=0 0.00144093 -0.00190277 0.00139638 0.00619792 -0.00628148 0.0171789
internal_weight=0 0.00885814 0.00770327 0.00667043 0.00535475 0.00250637 0.00284837
internal_count=3121 2740 2453 2184 1495 1090 405
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=8
num_cat=0
split_feature=52 15 43 160 3 2 16
split_gain=2.1945e-05 6.07476e-05 7.70309e-05 5.2723e-05 5.17387e-05 0.000103641 0.000101415
threshold=-0.046924999999999988 -0.090644999999999989 -0.04652499999999999 -1.0000000180025095e-35 -0.13309499999999996 0.10613000000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6
right_child=3 2 -4 4 5 -7 -8
leaf_value=0.026098499806706938 -0.02200387498002172 0.016150417068697076 -0.022833831210562677 -0.01510617056523049 0.040812066725824617 -0.013358535538620443 0.00021662065393886524
leaf_weight=0.0010757719742769413 0.0012286077779043248 0.0010158516880559216 0.0010115901857691064 0.0014771048648771785 0.0011743557852926343 0.0015651183477294072 0.0012928742699223645
leaf_count=246 743 409 298 114 138 243 930
internal_value=0 0.00689092 -0.00330074 -0.00327205 0.000905147 0.00677031 0.0195393
internal_weight=0 0.00310321 0.00202744 0.00673806 0.00550945 0.00403235 0.00246723
internal_count=3121 953 707 2168 1425 1311 1068
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=8
num_cat=0
split_feature=484 42 160 49 3 2 2
split_gain=2.31912e-05 3.60408e-05 4.53574e-05 4.84083e-05 5.97066e-05 6.56671e-05 2.34788e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 -0.13309499999999996 0.10613000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.017074883001156223 0.014042771008449135 -0.018080471282095733 0.017957099704765354 -0.021203010831163549 0.0058077962730438979 -0.011494274884273091 0.027299568216232913
leaf_weight=0.0013037552349272714 0.0010423448053123148 0.0010724139535469319 0.0018156582758021966 0.0011371488941251929 0.0010032664152441998 0.00139176598346845 0.0010303433010440274
leaf_count=817 341 555 272 150 292 241 453
internal_value=0 -0.00173638 0.000947653 0.004147 -0.00134873 0.00524245 0.0166968
internal_weight=0 0.00875435 0.0074506 0.00637818 0.00456252 0.00342538 0.00203361
internal_count=3121 2780 1963 1408 1136 986 745
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=8
num_cat=0
split_feature=15 15 13 16 13 2 3
split_gain=2.21474e-05 3.7387e-05 4.03763e-05 5.4536e-05 6.31455e-05 5.02895e-05 7.17048e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.11596500000000001 0.22339500000000004 -0.10664 0.084245000000000014 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.012409087858761891 -0.019454411958114606 0.023551657907856231 0.015421635930867329 -0.023249034861447773 0.011002773255872567 -0.028613602420385617 0.0053618553368002253
leaf_weight=0.0012446622667026336 0.0010590109072969303 0.0010244260323912626 0.0014785765737481606 0.0010910558426960064 0.0013731943935983868 0.0013364531416949037 0.0011606445020426737
leaf_count=253 256 163 166 384 645 1159 95
internal_value=0 -0.00187109 0.000623553 -0.0030318 0.00147472 -0.00436881 -0.0128219
internal_weight=0 0.00852336 0.00746435 0.00598577 0.00489472 0.00387029 0.0024971
internal_count=3121 2868 2612 2446 2062 1899 1254
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=8
num_cat=0
split_feature=376 1 42 3 0 49 2
split_gain=2.07467e-05 3.46743e-05 4.12317e-05 0.000126761 8.82279e-05 4.8535e-05 2.7878e-05
threshold=0.048375000000000008 0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10607499999999999 -0.006494999999999999 0.086590000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.030493131497699645 0.013445551904533988 0.012340068102972661 -0.027676686599177543 -0.012364918238882949 -0.030167247976576536 0.014607304568794808 -0.0052596671223440559
leaf_weight=0.0011030435522510892 0.0010200705243178483 0.0014763248884710868 0.0010468898245424363 0.0012321247798114388 0.0012222411551732898 0.0014549405100659279 0.0011801271328182501
leaf_count=199 166 234 637 124 843 153 765
internal_value=0 -0.00162722 -0.00447557 0.000554877 -0.00789245 0.00223948 -0.0157976
internal_weight=0 0.00871569 0.00723937 0.00501235 0.00390931 0.00268707 0.00222702
internal_count=3121 2955 2721 1319 1120 277 1402
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=9
num_cat=0
split_feature=48 2 4 16 13 16 12 49
split_gain=8.47478e-05 9.8152e-05 5.29353e-05 7.05943e-05 9.59088e-05 7.87517e-05 6.60808e-05 8.05834e-05
threshold=0.11951500000000001 0.11510000000000002 -0.49405499999999997 0.0065250000000000004 0.038215000000000006 0.22339500000000004 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 -4
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00043197556413544509 -0.00053516506549797238 0.0005255565801597869 -0.00016863910692340136 0.00067785849963561743 -0.00054081950287491933 -4.5165606510228608e-05 -0.00035905737983408527 0.0004755050965698935
leaf_weight=0.0010823579732499927 0.0010426768799072306 0.0014438909169704603 0.0012864726136806474 0.0011631901940451681 0.0013652793086851925 0.0011535713170178429 0.0010785292502906887 0.0017795873342158438
leaf_count=149 114 379 196 227 243 234 1248 331
internal_value=0 5.13191e-05 -2.55412e-05 3.06653e-05 -9.00875e-05 0.000317847 5.83892e-05 0.000205232
internal_weight=0 0.0103529 0.00890899 0.00782663 0.00550987 0.00231676 0.00414459 0.00306606
internal_count=3121 3007 2628 2479 2018 461 1775 527
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=8
num_cat=0
split_feature=42 40 151 160 1 4 12
split_gain=1.88612e-05 5.82656e-05 4.17293e-05 4.79104e-05 6.69262e-05 6.46521e-05 5.01647e-05
threshold=-0.088934999999999986 -0.013874999999999998 -0.083274999999999988 -1.0000000180025095e-35 0.095285000000000022 -0.080924999999999983 0.092355000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.012989085779197477 0.02252200065131937 -0.020526269161214746 -0.016000177104648662 0.0090917523761797035 0.026355047370667063 -0.02337267405231655 -0.0012910387570022356
leaf_weight=0.0010090172804388614 0.0011407842058946648 0.0010208497715318557 0.0012976541307189639 0.0012694737212882942 0.0017546700445421619 0.0011870266399805114 0.0010485635090459952
leaf_count=381 287 269 689 365 226 725 179
internal_value=0 0.00145248 -0.0017192 0.00120867 0.00545435 -0.00659566 0.0160139
internal_weight=0 0.00871902 0.00757824 0.00655739 0.00525973 0.0024565 0.00280323
internal_count=3121 2740 2453 2184 1495 1090 405
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=9
num_cat=0
split_feature=474 160 52 49 4 52 15 15
split_gain=6.64936e-05 6.66387e-05 8.66042e-05 9.30917e-05 0.000110482 7.49361e-05 7.22433e-05 0.00015873
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.0052350000000000009 0.077655000000000016 -0.15026499999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=-0.0004007732164623282 0.00048220854396355939 0.00047014936446027083 0.00055596879458821684 -0.00083722992174377364 0.00049492553550478202 -0.0001511719047316326 -0.00069316676204627618 0.00025892103188532008
leaf_weight=0.0016750386046241938 0.0010188294236897722 0.0011395596405265329 0.0010443517689782741 0.0011237944084120292 0.0010893001451258264 0.0013443536152139711 0.0010771429196546713 0.0017953611986941587
leaf_count=736 344 158 166 731 166 474 116 230
internal_value=0 -4.29282e-05 2.66578e-05 -4.63702e-05 -0.000137911 -0.000463547 6.49551e-05 -9.80966e-05
internal_weight=0 0.0102889 0.00861386 0.00756951 0.00642995 0.00246815 0.0039618 0.0028725
internal_count=3121 2777 2041 1875 1717 1205 512 346
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=7
num_cat=0
split_feature=484 42 43 0 2 3
split_gain=2.10405e-05 3.12998e-05 5.33852e-05 3.62081e-05 6.07747e-05 4.70728e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.11263500000000001 -0.116045
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.015984702764037503 0.013431100936558749 0.015514260405175015 0.013679840099830844 0.0012530678283893897 -0.01556485676192686 -0.026513082255464466
leaf_weight=0.0012948102183687532 0.0010365267608572317 0.0018621681818090253 0.001972642719794861 0.0011771859127444645 0.001110720049258291 0.0012685208550782053
leaf_count=817 341 752 216 129 117 749
internal_value=0 -0.00164253 0.000869962 -0.00406218 0.00314502 -0.0131485
internal_weight=0 0.00868605 0.00739124 0.00552907 0.00308336 0.00244571
internal_count=3121 2780 1963 1211 333 878
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=7
num_cat=0
split_feature=0 0 15 15 49 12
split_gain=2.07184e-05 6.20365e-05 5.66475e-05 3.1479e-05 7.20273e-05 3.01729e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.03241999999999999 -0.11713499999999999 -0.006494999999999999 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -4
right_child=2 -3 5 4 -6 -7
leaf_value=-0.011778657252981779 0.02426666804242307 -0.023691158326263895 -0.011620257565136585 -0.0072798258061560527 0.022778903225219173 0.0090077858686121309
leaf_weight=0.0012620602651792069 0.0011457978353295001 0.0012397881127089623 0.0015298554276692773 0.0016933484581929245 0.0015063033643813732 0.0013216935938270705
leaf_count=202 234 1936 181 205 205 158
internal_value=0 -0.00390296 0.00548687 0.00159564 0.00687095 -0.00205915
internal_weight=0 0.0057015 0.00399735 0.00446171 0.00319965 0.00285155
internal_count=3121 2548 573 612 410 339
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=9
num_cat=0
split_feature=48 2 40 51 47 3 2 2
split_gain=8.53352e-05 0.000140335 8.93465e-05 6.72134e-05 5.51904e-05 0.00013145 0.000113501 1.16716e-05
threshold=0.12230500000000001 0.11293500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.085270000000000026 0.090900000000000009 0.084055000000000005 0.11870500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.00058293480859402183 -0.00054728102726523255 0.00036568883096950065 0.00046968262483645327 1.053084478097108e-05 0.00029563689034572613 0.00037037022152451262 -0.00069860052775354091 0.00066256266547023328
leaf_weight=0.0011007868913056164 0.0010067956488497383 0.0010348735237683047 0.0010725721589552794 0.0016642464374211029 0.0012995961699223593 0.0013059762478407066 0.0018132171811150847 0.0010022461191642909
leaf_count=224 108 138 269 563 220 108 1188 303
internal_value=0 5.08367e-05 -6.2885e-05 1.71171e-05 -6.26801e-05 -0.00016003 -0.000359224 0.000511748
internal_weight=0 0.0102935 0.0082564 0.00715561 0.00608304 0.00478344 0.00347746 0.00203712
internal_count=3121 3013 2572 2348 2079 1859 1751 441
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 4 3 1
split_gain=7.39575e-05 9.8665e-05 9.0103e-05 7.96493e-05 0.000141739 8.72288e-05 6.25344e-05 4.0316e-05
threshold=0.12230500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 -0.0016099999999999997 -0.047929999999999993 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.00014699669229062553 -0.00049765575305871495 0.00060560375928172888 -0.00054826687181409742 0.00089034741816780246 -7.8832764128653236e-05 -8.7128010381287013e-05 0.00036690796482260406 -0.00060919873939150194
leaf_weight=0.0017226618594777692 0.0010257158824085308 0.0011141729709830519 0.0010659568171231129 0.001068162536297261 0.0012698405289428352 0.0010724341879004068 0.0019306170217000735 0.0012107154425053529
leaf_count=1409 108 245 312 251 70 429 188 109
internal_value=0 5.40795e-05 -1.17094e-05 5.74128e-05 0.000363956 -6.33162e-05 0.000124582 -0.000363973
internal_weight=0 0.0104546 0.00934039 0.00827443 0.002338 0.00593643 0.00365328 0.00228315
internal_count=3121 3013 2768 2456 321 2135 1597 538
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=9
num_cat=0
split_feature=48 2 40 51 3 47 2 1
split_gain=6.43733e-05 0.000123263 6.68172e-05 8.31228e-05 7.50191e-05 0.000125069 8.18468e-05 4.59477e-05
threshold=0.12230500000000001 0.11293500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.090900000000000009 0.085270000000000026 0.084055000000000005 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.00049805726055260227 -0.0004678454713978854 0.00016441195950256789 0.00050865073590853098 -6.7997762680747272e-05 0.00030010166041446285 0.0003579457311556474 -0.00066034164320987398 0.00074077629918843277
leaf_weight=0.0011454283568327226 0.0010194548184667288 0.0010049862973196247 0.001098311995850176 0.001709174216625626 0.0015424914639940307 0.0011753802777285773 0.0018869626788477949 0.0011293693582925788
leaf_count=224 108 216 269 563 126 202 1188 225
internal_value=0 4.78275e-05 -5.73124e-05 1.0796e-05 -7.5805e-05 -0.000197325 -0.000378812 0.000469388
internal_weight=0 0.0106921 0.00855775 0.00741232 0.00631401 0.00477152 0.00359614 0.00213436
internal_count=3121 3013 2572 2348 2079 1953 1751 441
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=8
num_cat=0
split_feature=12 12 52 16 0 150 1
split_gain=2.09453e-05 3.54441e-05 3.42067e-05 7.73613e-05 6.4019e-05 5.94664e-05 5.52221e-05
threshold=0.11650500000000001 0.097825000000000009 0.10024500000000001 0.071345000000000006 -0.084044999999999995 0.076925000000000007 0.10871500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0017072867023565322 -0.013647284800052764 0.017208159772645171 0.012608930961390499 -0.027297894923866636 0.021771387848505259 0.012197831891918797 -0.032399233529453057
leaf_weight=0.0014126727444636938 0.0010113250747699693 0.0012410884749631777 0.0014766086558442573 0.0011832630076028319 0.0011549020723929247 0.0012829727867432173 0.0010020518037833434
leaf_count=712 147 371 474 403 674 232 108
internal_value=0 0.00155257 -0.0010338 -0.00437134 0.00121909 -0.00520001 -0.0144437
internal_weight=0 0.00875356 0.00751247 0.00603586 0.0048526 0.0036977 0.00241472
internal_count=3121 2974 2603 2129 1726 1052 820
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=8
num_cat=0
split_feature=13 39 4 47 48 12 52
split_gain=2.25805e-05 3.71216e-05 5.01738e-05 8.53762e-05 9.37544e-05 0.000107212 5.87884e-05
threshold=-0.23438999999999996 0.085220000000000004 -0.033174999999999989 0.092530000000000015 0.085845000000000019 0.083370000000000014 0.077655000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.011903438660559583 -0.032550691797237269 0.014714979476405361 0.034802266605540061 -0.023610398107013104 -0.018248731322050311 -0.0041824160370010693 -0.00030619563146483029
leaf_weight=0.0013651723071847937 0.0011692997284155709 0.0011504844892394461 0.0015688208063718071 0.0010964787092867597 0.0010050130215946127 0.0012818081659455298 0.0010948751736372677
leaf_count=169 706 298 216 218 197 642 675
internal_value=0 -0.00196712 -0.00462672 0.00101148 0.00801352 0.0172725 -0.0169584
internal_weight=0 0.00836678 0.0072163 0.00495212 0.00385564 0.00285063 0.00226417
internal_count=3121 2952 2654 1273 1055 858 1381
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=8
num_cat=0
split_feature=52 0 160 52 0 2 0
split_gain=2.30755e-05 5.56573e-05 4.40931e-05 5.00223e-05 5.13725e-05 4.67178e-05 4.01403e-05
threshold=-0.046924999999999988 -0.14794999999999997 -1.0000000180025095e-35 0.10347000000000002 0.010870000000000003 0.10855000000000002 -0.050684999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.011531292053216083 -0.020616796029056389 0.031085939636264305 0.012257107523806482 0.019311503807059909 -0.020870163634528777 -0.013838852838074399 0.0028748153288954978
leaf_weight=0.0010489529409197576 0.0012077644524545626 0.0010006739238053656 0.0019064223986838575 0.001122259904473984 0.0013141087257675828 0.0010716458033458675 0.0010168943601353195
leaf_count=93 743 598 970 204 81 170 262
internal_value=0 0.00715289 -0.00333975 0.000514133 -0.00440075 0.00286658 0.016867
internal_weight=0 0.00306652 0.0066222 0.00541444 0.00429218 0.00297807 0.00201757
internal_count=3121 953 2168 1425 1221 1140 860
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=7
num_cat=0
split_feature=0 1 47 3 0 0
split_gain=1.97968e-05 7.14721e-05 7.02504e-05 5.0124e-05 7.38726e-05 2.98336e-05
threshold=-0.060129999999999996 0.086105000000000015 0.092530000000000015 0.076840000000000006 0.11070500000000001 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.027716023439883272 0.024888629458161195 0.00072597146078971038 -0.018897195040810319 -0.012195205871162287 -0.0085410805381099311 0.019630285607216219
leaf_weight=0.0010248875457974276 0.0017876989352165456 0.0019328364203089663 0.0012418383012338871 0.0011535821768160915 0.0010488518374021458 0.0014694794400491764
leaf_count=1572 307 154 203 125 141 619
internal_value=0 -0.00381433 0.00146038 0.00537999 0.0125276 0.00889085
internal_weight=0 0.00566904 0.00464415 0.00399013 0.00283655 0.00340232
internal_count=3121 2548 976 573 448 773
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=8
num_cat=0
split_feature=3 2 48 2 12 15 12
split_gain=2.2075e-05 3.71232e-05 5.04039e-05 8.50822e-05 3.94104e-05 0.000125536 9.01928e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.10060500000000001 0.084100000000000022 -0.016799999999999995 0.10345000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.016608263241805234 0.010704423866291231 0.014183109459270322 0.013768996049178854 -0.034921595899624833 -0.032615457596918661 0.028300661167355717 0.0085238565926543282
leaf_weight=0.0012690688287447138 0.0016017606042415108 0.0011855963714122045 0.0011850160130041634 0.0010289507591171665 0.0011229317711826232 0.0012216355582784686 0.001014254132267928
leaf_count=222 192 328 255 327 1365 279 153
internal_value=0 -0.00215313 -0.00498397 -0.00891241 -0.00312961 0.00541857 -0.0130918
internal_weight=0 0.00802745 0.00684186 0.00565684 0.00462789 0.0024907 0.00213719
internal_count=3121 2929 2601 2346 2019 501 1518
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=9
num_cat=0
split_feature=48 2 40 51 47 3 2 1
split_gain=5.20256e-05 0.00010472 6.56675e-05 8.38288e-05 5.74148e-05 0.00010428 7.82186e-05 3.11351e-05
threshold=0.11951500000000001 0.11237500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.085270000000000026 0.090900000000000009 0.084055000000000005 0.111945
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=-0.00050896703643202974 -0.00043158914123200837 0.00018090481687982031 0.00050585309849229289 -5.1427197004006005e-05 0.00028148065866196538 0.0002991770030641747 -0.0006383481626389603 0.00066443186356494085
leaf_weight=0.0011192417417094595 0.0010268324095135109 0.0010022508103143706 0.0010771415132128388 0.0016569274920344224 0.0012747271773448764 0.0012493571449304353 0.0018451575842372196 0.0010467032793799521
leaf_count=219 114 232 264 563 217 104 1184 224
internal_value=0 3.1302e-05 -6.75284e-05 2.0274e-06 -8.80284e-05 -0.000187161 -0.000360661 0.000427913
internal_weight=0 0.0102715 0.00822255 0.00710331 0.00602617 0.00475144 0.00350209 0.00204895
internal_count=3121 3007 2551 2332 2068 1851 1747 456
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=8
num_cat=0
split_feature=12 13 2 2 2 1 2
split_gain=2.16563e-05 3.85553e-05 3.29031e-05 8.29213e-05 5.03551e-05 4.91239e-05 1.97069e-05
threshold=0.11650500000000001 0.11217000000000001 0.098260000000000014 0.11215000000000001 0.084245000000000014 0.10205500000000002 0.12198500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.017156872321613448 -0.013930117397821094 0.01713092399738492 0.026797098211099119 -0.015563862127032868 -0.019962856378931953 -0.012838992193402865 0.0038750668672165264
leaf_weight=0.0011341230016063718 0.0010031502191775446 0.0013474660990580945 0.0012192634341739797 0.0010630628948391277 0.0017724010351197268 0.001052789579345718 0.001023769543224569
leaf_count=622 147 168 345 188 1162 235 254
internal_value=0 0.00159493 -0.00128643 0.00607802 -0.00743587 0.00271673 -0.00602741
internal_weight=0 0.00861288 0.00726541 0.0033061 0.00395931 0.00218691 0.00208683
internal_count=3121 2974 2806 787 2019 857 442
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=9
num_cat=0
split_feature=474 160 52 49 42 49 4 12
split_gain=6.15828e-05 6.85914e-05 8.46229e-05 9.04987e-05 9.10811e-05 8.68217e-05 0.000152795 5.96875e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.10744000000000002 -0.081404999999999991 0.091465000000000005 -0.0020949999999999996 0.24564500000000003 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.00042118913407749784 0.00045001315281946713 0.00045802023163388016 0.00052853759564229464 -0.00044465773466220162 -0.00068682802903299856 0.00011596689140322827 0.0007540269809407623 -0.00045178456738801726
leaf_weight=0.0016457814783383843 0.001023751683428894 0.0011165605522452989 0.0010816661092692206 0.0015208362244127863 0.0010117625219727136 0.0016931229833254428 0.0010348264217123707 0.0012284359121040832
leaf_count=736 344 158 166 172 389 157 141 858
internal_value=0 -5.41557e-05 1.53783e-05 -5.76035e-05 -0.000146327 -4.64846e-05 0.000106573 -0.000122757
internal_weight=0 0.010333 0.00868721 0.00760554 0.00648898 0.00547722 0.00395639 0.00292156
internal_count=3121 2777 2041 1875 1717 1328 1156 1015
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=9
num_cat=0
split_feature=48 2 40 51 1 47 3 2
split_gain=6.86114e-05 0.000141963 7.07541e-05 7.94683e-05 5.0937e-05 5.02823e-05 9.85489e-05 9.50371e-05
threshold=0.12230500000000001 0.11237500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.11146500000000002 0.085270000000000026 0.090900000000000009 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -5
right_child=-2 4 3 5 -6 -7 -8 -9
leaf_value=-0.00053296868535047069 -0.00049566568316191566 0.00017221542441140614 0.00048270923824416675 -1.3461127140564534e-05 0.00077549147137042371 0.00024914207358495464 0.00028052463666460411 -0.00065299485971007521
leaf_weight=0.0011232712667799977 0.0010063007005077914 0.0010252057293048374 0.0010947633329850687 0.0016983897660909821 0.0011325196053642381 0.0013206081109907375 0.0012991659812992412 0.001884735725420022
leaf_count=220 108 228 265 563 229 220 104 1184
internal_value=0 4.01262e-05 -7.48532e-05 -4.33913e-06 0.000488855 -9.02994e-05 -0.000182115 -0.000349858
internal_weight=0 0.0105787 0.00842093 0.00729766 0.00215773 0.0062029 0.00488229 0.00358313
internal_count=3121 3013 2556 2336 457 2071 1851 1747
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=7
num_cat=0
split_feature=484 42 43 16 0 3
split_gain=1.9218e-05 3.05089e-05 4.90807e-05 3.55217e-05 4.88326e-05 2.82451e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997 0.099930000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.015825007616445889 0.012947034302508667 0.015027112562028612 -0.010571251659213653 -0.026063847757303721 0.013216136452154154 -0.0024803962086266717
leaf_weight=0.0012787528176154937 0.0010198128301396386 0.0018449302726068336 0.0015923730372161549 0.0010201531151297705 0.0018841616064766576 0.0010112559700932444
leaf_count=817 341 752 133 428 563 87
internal_value=0 -0.00156885 0.000910461 -0.00381803 0.00232069 -0.0143238
internal_weight=0 0.00863163 0.00735287 0.00550794 0.00347653 0.00203141
internal_count=3121 2780 1963 1211 696 515
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=10
num_cat=0
split_feature=48 48 1 13 12 12 0 4 3
split_gain=7.10154e-05 0.000125977 6.7394e-05 0.000121414 9.86947e-05 0.000143892 9.30521e-05 0.0001152 5.86355e-05
threshold=0.12230500000000001 0.096835000000000018 0.11230000000000001 0.0061450000000000003 0.090455000000000021 0.09857500000000001 -0.23001499999999997 -0.0024449999999999997 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.00021731116988785545 -0.00050023528629853015 0.00070785942666482448 0.00065479066673692124 -0.00017865472370265774 0.00063205010255881235 -0.00034650103193226633 -0.000480793289251151 -0.00087456636500210321 0.00017433879986712093
leaf_weight=0.0010584607965355977 0.0010032400083797308 0.0010001153624566326 0.0013511000054742704 0.0013370105304242805 0.0013139530458320687 0.0010310992680002008 0.0010504951197308891 0.0014309501998370634 0.0010504861434250962
leaf_count=79 108 190 296 84 550 348 793 339 334
internal_value=0 4.55207e-05 -2.3312e-05 0.000240252 -0.000125467 0.00020179 -0.00029265 -0.000445476 -0.000153229
internal_weight=0 0.0106237 0.00962356 0.00268811 0.00693544 0.00234505 0.00459039 0.00353193 0.00210098
internal_count=3121 3013 2823 380 2443 898 1545 1466 1127
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=7
num_cat=0
split_feature=52 15 160 52 0 2
split_gain=2.09744e-05 6.02214e-05 3.71882e-05 3.99626e-05 4.48182e-05 3.82639e-05
threshold=-0.046924999999999988 -0.090644999999999989 -1.0000000180025095e-35 0.10347000000000002 0.010870000000000003 0.10855000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.025931853184851802 -0.019106964615880455 -0.0034939061273444351 0.011237206818967867 0.017121787325676908 -0.019505633947398841 -0.012363244217720322
leaf_weight=0.0010707759430680112 0.0012023707078529459 0.0019844491138391457 0.0019014328475263579 0.0011236932879108352 0.0013066372817747514 0.0010756002254808149
leaf_count=246 743 707 970 204 81 170
internal_value=0 0.00681905 -0.00320012 0.000336899 -0.00406612 0.00271038
internal_weight=0 0.00305523 0.00660973 0.00540736 0.00428367 0.00297703
internal_count=3121 953 2168 1425 1221 1140
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=8
num_cat=0
split_feature=48 2 40 51 3 47 2
split_gain=6.21466e-05 0.000116277 6.31424e-05 7.12668e-05 6.22491e-05 0.000135811 6.91537e-05
threshold=0.11951500000000001 0.11293500000000002 -1.0000000180025095e-35 -0.090529999999999985 0.090900000000000009 0.085270000000000026 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00050545677724786573 -0.00046860870205748498 0.00046760824923323572 0.00048274186667047022 -8.7626365927037374e-05 0.00027853478958789804 0.00041998459205944572 -0.00064882519164811319
leaf_weight=0.0010710846344096567 0.0010040090451396795 0.0019871204669860395 0.0010271523871833157 0.0016018764931976003 0.0014321327153923175 0.001062969099969779 0.0017847740447314822
leaf_count=223 114 440 268 563 123 202 1188
internal_value=0 4.32034e-05 -6.24789e-05 6.19576e-06 -7.70253e-05 -0.000191464 -0.00038338
internal_weight=0 0.00996711 0.00797999 0.0069089 0.00588175 0.00444962 0.00338665
internal_count=3121 3007 2567 2344 2076 1953 1751
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=7
num_cat=0
split_feature=4 0 3 1 2 15
split_gain=1.97937e-05 3.90389e-05 0.000101087 7.63445e-05 6.48051e-05 2.97931e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.094385000000000011 0.10097500000000002 -0.43375999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2
right_child=5 4 -4 -5 -6 -7
leaf_value=-0.038010217058016174 -0.0034397378809180403 0.017084640346527895 0.010527627321035689 -0.0039021323471865872 -0.011620948510226258 0.020553775656687222
leaf_weight=0.0013095864018599838 0.0010283071323740605 0.0019994040799476984 0.0016742832378915384 0.0013153905833883975 0.0012963918330540971 0.0010418666037817752
leaf_count=1862 167 211 150 286 260 185
internal_value=0 -0.00239504 -0.00867225 -0.0209185 0.00579338 0.0086356
internal_weight=0 0.00759506 0.00429926 0.00262498 0.0032958 0.00207017
internal_count=3121 2769 2298 2148 471 352
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=9
num_cat=0
split_feature=50 15 52 47 1 16 4 3
split_gain=5.41759e-05 5.78393e-05 5.1066e-05 6.66013e-05 5.10478e-05 7.67152e-05 7.04095e-05 6.55645e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.12005499999999998 0.092710000000000015 0.077565000000000009 -0.010699999999999999 0.0052350000000000009 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00047389488535750518 -0.00041050986879888948 -0.00040084831476606871 -0.00033366245337795788 -0.00033357705949049575 -0.00030605072007537675 0.00073013536461793093 0.0003355459238902348 0.00029323466538315934
leaf_weight=0.0010996905887249988 0.0010913046419565682 0.0010876619717839374 0.0015586866521868758 0.0014179120407518285 0.0010104928481669481 0.0010503951440629508 0.0018830728602165867 0.0010899196913740639
leaf_count=218 597 438 1129 177 161 223 148 30
internal_value=0 4.91497e-05 -2.18917e-06 5.19407e-05 0.000134857 0.000276252 0.000111487 -7.569e-05
internal_weight=0 0.0101978 0.00909814 0.00801048 0.00659257 0.00394396 0.00289357 0.00264861
internal_count=3121 2524 2306 1868 1691 532 309 1159
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=8
num_cat=0
split_feature=376 133 16 15 0 3 4
split_gain=1.96301e-05 3.40735e-05 5.07492e-05 8.99949e-05 6.04489e-05 5.26288e-05 5.12432e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.008904999999999998 -0.03241999999999999 -0.033209999999999996 -0.10519499999999998 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=0.022224902795221602 0.013231070758759842 -0.018490379857222333 -0.00084730197420480348 -0.027997964275403631 0.0294627760827765 0.011836520722700361 -0.016556715522175358
leaf_weight=0.0010051654970190112 0.0010009632771909851 0.0010452745342561069 0.0015832015058917163 0.0012883656225747449 0.0011259170499195669 0.0010913784194733014 0.0015221574694692654
leaf_count=86 166 1026 450 677 211 236 269
internal_value=0 -0.00156002 0.000763568 -0.00530168 0.0117496 0.00277887 -0.00470007
internal_weight=0 0.00866146 0.00761619 0.00490707 0.00270912 0.0036187 0.00261354
internal_count=3121 2955 1929 1268 661 591 505
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=9
num_cat=0
split_feature=48 2 48 2 13 151 2 51
split_gain=5.5798e-05 0.000111226 6.31257e-05 8.09822e-05 9.44819e-05 9.40377e-05 8.02822e-05 7.63553e-05
threshold=0.11951500000000001 0.11510000000000002 0.091545000000000015 0.10559 -0.084034999999999985 -0.0067699999999999991 0.084245000000000014 -0.036694999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.00041389438617266784 -0.00044190196817227247 0.00055504439877978879 0.00037469396912003704 -0.0005281205143284779 0.00037881712629092063 0.0003132390518518545 -0.00074003565800202125 -0.00039026491836524651
leaf_weight=0.001527352015280127 0.0010025151738185774 0.0014049906225397065 0.0012178248220904705 0.0014205611249155075 0.001008626984919065 0.0010041912625508736 0.0010988714385186909 0.0014491025069208368
leaf_count=633 114 379 232 227 201 118 751 466
internal_value=0 4.30318e-05 -3.94033e-05 -0.000106565 -8.20257e-06 -0.000149558 -0.000299588 -0.000102304
internal_weight=0 0.0101315 0.00872653 0.00750871 0.00608814 0.00456079 0.00355217 0.00245329
internal_count=3121 3007 2628 2396 2169 1536 1335 584
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=8
num_cat=0
split_feature=47 4 151 1 2 16 3
split_gain=1.95696e-05 4.64145e-05 4.92633e-05 9.87766e-05 5.77981e-05 4.86451e-05 1.77998e-05
threshold=0.11893500000000001 0.24564500000000003 -0.0071249999999999985 0.080585000000000004 0.10097500000000002 -0.5315899999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -5
right_child=-2 5 3 6 -6 -7 -8
leaf_value=0.013759934212932305 -0.013226741942880833 -0.0030558040660145958 0.016458324785761636 -0.015342373970349843 -0.013305780494787402 0.02514292257291836 -0.033843754783234849
leaf_weight=0.0013452684303283157 0.0010058831520160646 0.0010735707361679281 0.0016432061445652707 0.001075594427657599 0.0010820337552140112 0.0014221484915465385 0.0010067030735983057
leaf_count=447 115 86 1113 601 290 311 158
internal_value=0 0.00151026 -0.00315545 -0.00788879 0.00464074 0.0130128 -0.024287
internal_weight=0 0.00864853 0.00615281 0.00480754 0.00272524 0.00249572 0.0020823
internal_count=3121 3006 2609 2162 1403 397 759
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=9
num_cat=0
split_feature=474 51 2 52 12 12 16 1
split_gain=5.9996e-05 6.7991e-05 8.05e-05 7.59979e-05 7.31945e-05 0.000111646 8.93647e-05 7.59642e-05
threshold=0.084660000000000027 -0.031924999999999995 0.11018500000000002 0.070205000000000017 0.10866500000000003 0.090455000000000021 -0.056919999999999991 0.090965000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00045041297617012815 0.00045478954107886475 0.00038268521242728319 4.7088489579017159e-05 0.0007092432184912027 -0.00058694195489096155 0.00041859451255888764 -0.00064768626714445659 -0.0003381716236826027
leaf_weight=0.0013893644184612515 0.0010057769955528024 0.0011084807112898166 0.0018583584511490201 0.001038997489958159 0.0010376797726069729 0.0015692476583517726 0.0011878052529693569 0.0011401414902823417
leaf_count=413 344 657 256 148 99 600 438 166
internal_value=0 -4.68774e-05 1.5831e-05 0.000284538 -0.000112995 -1.47455e-05 -0.000212631 1.71819e-05
internal_weight=0 0.0103301 0.00894071 0.00289736 0.00604335 0.00500568 0.00343643 0.00224862
internal_count=3121 2777 2364 404 1960 1861 1261 823
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=7
num_cat=0
split_feature=2 52 13 0 3 49
split_gain=2.04202e-05 6.77285e-05 7.07869e-05 6.78171e-05 5.7794e-05 5.30366e-05
threshold=0.10912000000000001 0.10160000000000001 0.0076650000000000008 -0.060129999999999996 0.086245000000000016 0.005085000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.01366331429294574 0.016532409671606369 -0.026035341608360719 -0.015175882137063274 0.028608069760718481 0.016114655143033643 -0.011653798979102835
leaf_weight=0.0014245920326977682 0.0019499009491573947 0.0010787025816770953 0.0017761684868111043 0.0012057734991166732 0.0012014413772295229 0.0010151201663646113
leaf_count=1440 415 458 314 192 96 206
internal_value=0 -0.00308798 0.00132599 0.00897514 -3.95407e-05 0.00688243
internal_weight=0 0.00668668 0.00560798 0.00383181 0.00262603 0.00296502
internal_count=3121 2500 2042 1728 1536 621
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=9
num_cat=0
split_feature=1 12 1 48 15 2 12 4
split_gain=5.01962e-05 8.3226e-05 6.4031e-05 6.51068e-05 5.81874e-05 4.36341e-05 6.85682e-05 3.56763e-05
threshold=0.13686500000000004 0.11650500000000001 0.11323000000000001 0.083985000000000018 -0.0063699999999999989 0.10097500000000002 0.084100000000000022 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=-0.0004586889320630305 0.00040228477811480662 -0.00057642318234368535 0.0003511762736612739 -1.2131027788789061e-05 0.00043620744626552495 -0.0003548341184492207 -0.00024102305864057716 0.00048357556538586229
leaf_weight=0.0018800610376320023 0.0010809384581927451 0.0010099875294495688 0.001775171404251848 0.0012095178474755392 0.0012436839514121906 0.0010755023963372212 0.0010687170615713195 0.0010365950758829492
leaf_count=766 169 121 275 335 215 187 941 112
internal_value=0 -4.18722e-05 1.62476e-05 -6.2878e-05 -0.000182057 -2.85446e-05 0.000123213 0.000216641
internal_weight=0 0.0102992 0.00928925 0.00751408 0.00526796 0.0033879 0.0023124 0.00224611
internal_count=3121 2952 2831 2556 2109 1343 1156 447
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=7
num_cat=0
split_feature=48 12 3 12 0 1
split_gain=1.89275e-05 4.57011e-05 7.26594e-05 4.89901e-05 4.77185e-05 9.04204e-05
threshold=-0.032929999999999994 0.09857500000000001 0.13524500000000003 -0.010834999999999999 -0.17169499999999996 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.012955367989135528 0.017214505996964634 -0.015585735535018378 0.026483406558862495 0.0067013054950944969 0.0005431168687799145 -0.034753978856930066
leaf_weight=0.0010067670436430922 0.0010640643483868619 0.0018253751421981696 0.0010457523550054916 0.0017240088677327459 0.0017380258995114443 0.001246082798424801
leaf_count=180 321 466 157 119 1286 592
internal_value=0 -0.00153259 0.00222988 -0.00216416 -0.00654386 -0.014196
internal_weight=0 0.00864331 0.00681793 0.00577218 0.00470812 0.00298411
internal_count=3121 2941 2475 2318 1997 1878
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=10
num_cat=0
split_feature=159 151 48 2 150 2 13 12 1
split_gain=6.63703e-05 6.22239e-05 0.000162149 8.96231e-05 8.66391e-05 6.82188e-05 7.43931e-05 0.000162328 3.69553e-05
threshold=-0.032739999999999991 -0.0083949999999999979 0.091545000000000015 0.11237500000000002 0.084335000000000007 0.10060500000000001 0.0076650000000000008 0.09202500000000001 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00046960288963720977 -0.00066892728067233925 0.00011935465159257948 0.00068012529187828344 0.00051346225477444591 9.0629836322535424e-05 -0.00056811579408036093 -0.00036884863061193037 0.00080927457133474483 -0.00040457131982164562
leaf_weight=0.0010808769522739061 0.001025493896051085 0.001007504597986745 0.0016040206754901285 0.0010426151427269771 0.0013212505879866263 0.0010314556386013495 0.0014947068835602572 0.0010088281907468136 0.001064469778865644
leaf_count=421 260 681 223 294 258 190 201 302 291
internal_value=0 4.04469e-05 0.000120552 -1.44292e-05 -0.000241286 -0.000112591 -9.90167e-06 0.000164248 -0.000149811
internal_weight=0 0.0106003 0.0082536 0.00664958 0.00234674 0.00560697 0.00457551 0.0030808 0.00207197
internal_count=3121 2700 2182 1959 518 1665 1475 1274 972
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=8
num_cat=0
split_feature=150 150 0 15 47 1 4
split_gain=1.6854e-05 4.4687e-05 3.79622e-05 4.94048e-05 4.34431e-05 6.78073e-05 3.97158e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 -1.0000000180025095e-35 0.092530000000000015 0.091785000000000019 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.021265387483997561 -0.011985263413964352 0.019806345568676526 0.023697095855044831 -0.016134687847817894 -0.02374863076842483 0.010066239398494048 0.011129225922494677
leaf_weight=0.0010806438740869815 0.0010502223584726847 0.0011473131424723998 0.0011218708987503624 0.0010465218839582121 0.0012012462652471814 0.001914382629256517 0.0010916405798362338
leaf_count=1571 124 296 218 161 260 370 121
internal_value=0 0.00143374 -0.00139328 0.00670205 -0.00768244 -0.00123861 -0.00221507
internal_weight=0 0.00860362 0.00745631 0.00326003 0.00419627 0.00299503 0.00213816
internal_count=3121 2997 2701 500 2201 1941 282
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=4.95603e-05 8.65014e-05 8.91365e-05 6.40678e-05 0.000125879 6.04725e-05 0.000122005 6.0673e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.0061450000000000003 0.10559 -1.0000000180025095e-35 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00054634868108838816 -0.00042028671802898997 0.00056621546559343914 -0.00057305974700252863 0.00082933339443954973 -0.00010377928957290566 -0.00037929204418621408 0.00048985055698621692 7.4699313218809597e-05
leaf_weight=0.0011192838585821763 0.0010039517375750985 0.001060379069730103 0.0010153992864122144 0.0010284333108860717 0.0012095617486870755 0.0016768403238211649 0.0015727978519314563 0.0013157254460846343
leaf_count=1460 114 239 312 251 70 344 141 190
internal_value=0 3.67151e-05 -2.6103e-05 4.39973e-05 0.000325017 -6.66377e-05 6.41749e-05 -0.000210774
internal_weight=0 0.00999842 0.00893804 0.00792264 0.002238 0.00568465 0.00400781 0.00243501
internal_count=3121 3007 2768 2456 321 2135 1791 1650
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=9
num_cat=0
split_feature=48 2 40 47 4 49 2 1
split_gain=6.49178e-05 0.000137256 5.82456e-05 7.27756e-05 7.64158e-05 6.4582e-05 8.44587e-05 3.66951e-05
threshold=0.12230500000000001 0.11237500000000002 -1.0000000180025095e-35 0.085270000000000026 -0.10429499999999998 -0.069799999999999987 0.073895000000000002 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -3
right_child=-2 7 3 -5 5 6 -8 -9
leaf_value=-0.00049766668257284234 -0.00047907899187271571 0.00021799645576371686 -0.00049270032242009897 0.00032911320092559205 -0.00039487140659592705 -0.00022914764802546507 0.0004765646706692356 0.00073594457433765847
leaf_weight=0.0010716210485755299 0.0010022451052720113 0.0010027564206705742 0.0015346584823421744 0.0018333164938287962 0.0010111599277399432 0.0011075275305909705 0.0015852202234282486 0.0011058430089602898
leaf_count=220 108 228 241 281 147 407 1260 229
internal_value=0 4.37728e-05 -7.16735e-05 -7.12167e-06 -0.000124792 2.7645e-05 0.000186305 0.000489631
internal_weight=0 0.0102521 0.0081435 0.00707188 0.00523857 0.00370391 0.00269275 0.0021086
internal_count=3121 3013 2556 2336 2055 1814 1667 457
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=8
num_cat=0
split_feature=376 133 43 47 4 151 4
split_gain=1.85593e-05 3.20012e-05 5.2352e-05 3.96733e-05 9.74942e-05 4.69743e-05 5.29416e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.074359999999999996 0.092530000000000015 -0.062539999999999984 -0.016164999999999995 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.014835824490585299 0.01286122058046804 -0.017913494641863016 -0.027331199271204917 -0.022114105986425589 0.025733151291264817 -0.01707480231041161 0.011984278391517694
leaf_weight=0.0019568073317855501 0.001001267312427845 0.001046780821252139 0.0010340782969227185 0.0010088660965250525 0.0010149914637447438 0.0010434217153940958 0.0015707557088887171
leaf_count=475 169 1024 704 155 140 227 227
internal_value=0 -0.00151761 0.000732104 -0.0041335 -0.000243503 0.00747474 0.000385649
internal_weight=0 0.0086757 0.00762892 0.00567211 0.00466325 0.00362917 0.00261418
internal_count=3121 2952 1928 1453 1298 594 454
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=8
num_cat=0
split_feature=52 52 48 49 1 4 0
split_gain=4.95847e-05 7.65678e-05 6.14313e-05 9.66346e-05 0.000110049 8.84231e-05 0.00012995
threshold=-0.22660999999999995 -0.081429999999999989 -0.032929999999999994 -0.006494999999999999 0.111945 -0.0016099999999999997 0.047850000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00040724562644868902 0.00046525896735781058 0.00042098080311788762 -0.00050416369470395654 0.00058978587838314173 0.00042303391782658287 -0.00050468167805492047 -0.00030173627287630476
leaf_weight=0.0010341564299284076 0.0014230935590392691 0.0010461709139476848 0.0016625231810745919 0.0010976873852632917 0.0018837165427450109 0.0016294920888534998 0.0014709240401529437
leaf_count=405 366 119 294 1167 289 409 72
internal_value=0 4.33159e-05 -2.49923e-05 -8.52381e-05 2.92792e-05 -0.000147401 7.92527e-05
internal_weight=0 0.0102136 0.00879051 0.00774434 0.00608182 0.0041981 0.00256861
internal_count=3121 2716 2350 2231 1937 1648 1239
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=9
num_cat=0
split_feature=1 12 11 12 0 2 3 16
split_gain=6.82948e-05 7.81739e-05 5.67687e-05 7.17198e-05 0.000151457 5.18192e-05 0.000131615 4.30876e-05
threshold=0.13686500000000004 0.11650500000000001 0.079915000000000014 0.090455000000000021 -0.053834999999999994 0.10222000000000002 0.11924500000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-1.2479273564347987e-05 0.00046158472255660512 -0.00057229795022356318 -0.00042753326818520914 0.00089193285907745578 -0.00014836740768358375 0.000602745586032755 -0.00028032686864302709 -0.00044466183055001158
leaf_weight=0.0019941996160831349 0.0010870584137165828 0.0010134539640113535 0.0010554896404259282 0.0010590012231983773 0.0010938048400526965 0.0012911474046931604 0.0013044801089159841 0.001597289626718804
leaf_count=772 169 121 175 756 97 274 103 654
internal_value=0 -5.49117e-05 8.97113e-07 5.51187e-05 0.000363374 -5.21386e-05 0.000158941 -0.000204689
internal_weight=0 0.0104089 0.00939541 0.00833992 0.00215281 0.00618712 0.00259563 0.00359149
internal_count=3121 2952 2831 2656 853 1803 377 1426
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=10
num_cat=0
split_feature=48 48 51 47 13 51 13 16 43
split_gain=0.000109751 0.00010677 7.92428e-05 7.09359e-05 0.000122381 0.000116889 0.000109461 4.9075e-05 2.92315e-05
threshold=0.12474000000000002 0.093265000000000015 0.087505000000000013 0.077555000000000013 0.0076650000000000008 -0.076794999999999988 -0.036034999999999991 0.0057500000000000008 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -6 -7
right_child=-2 -3 -4 -5 7 6 -8 -9 -10
leaf_value=-0.0002622653492863335 -0.00061508923909671777 0.00058858245124922899 -0.00051777869881722846 -0.00030759385290888734 -0.00052132318783067817 -3.2984082322930449e-05 0.00090604425806242012 6.9868953597943193e-05 0.00043733148336536228
leaf_weight=0.0010226601633604843 0.0010481223718722078 0.001248990589425669 0.0010934198681214072 0.0017533924570189083 0.0011620949335798764 0.0010294821689600102 0.0014378604559012113 0.001008170666934316 0.0010031807404513235
leaf_count=334 102 251 312 223 218 785 499 166 231
internal_value=0 4.95934e-05 -2.11925e-05 4.33183e-05 0.000135656 0.000320335 0.00049201 -0.000246692 0.000199131
internal_weight=0 0.0107593 0.00951026 0.00841684 0.00666345 0.00449318 0.00347052 0.00217027 0.00203266
internal_count=3121 3019 2768 2456 2233 1849 1515 384 1016
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=7
num_cat=0
split_feature=13 3 47 12 4 49
split_gain=2.0719e-05 3.76413e-05 5.16639e-05 7.13951e-05 8.94033e-05 6.64336e-05
threshold=-0.23438999999999996 0.11296500000000002 0.085270000000000026 0.084100000000000022 0.23246000000000003 -0.052259999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=0.011365805731875317 -0.014245425746315913 -0.017497483411591169 0.015486348813509049 -0.036191566316446176 0.0029818892876976835 0.017453755438213626
leaf_weight=0.0013690785089593401 0.0010157822255848986 0.0013064124205931504 0.0018218582179197629 0.0011953493490916012 0.0011365300045436677 0.00189364276855077
leaf_count=169 170 100 344 1694 109 535
internal_value=0 -0.00190411 0.000980057 -0.00406228 -0.0170989 0.00638646
internal_weight=0 0.00836957 0.00706316 0.0052413 0.00233188 0.00290942
internal_count=3121 2952 2852 2508 1803 705
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=7
num_cat=0
split_feature=42 49 42 0 1 2
split_gain=1.93661e-05 3.27306e-05 5.09389e-05 3.54607e-05 3.22138e-05 4.92112e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.090395000000000017 -0.15350499999999997 0.11039500000000001 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.010867066220304096 -0.0006721239899593408 -0.0022714713532335775 -0.021273532170131504 0.025664122050648303 -0.0088616810370857457 0.021930003649115584
leaf_weight=0.0014111486550424423 0.0010006997729331557 0.0019879862930740431 0.0011045947051166712 0.0010453034301968044 0.0017016513014796479 0.0014552295167180943
leaf_count=862 79 761 698 302 211 208
internal_value=0 0.00180504 -0.00178905 0.0127831 0.00239424 0.00795696
internal_weight=0 0.00829547 0.00624946 0.002046 0.00514487 0.00344322
internal_count=3121 2259 1878 381 1180 969
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=9
num_cat=0
split_feature=50 160 12 133 43 16 48 15
split_gain=4.71483e-05 5.55262e-05 7.44255e-05 8.23945e-05 7.96388e-05 7.20695e-05 0.000109439 4.52185e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.085895000000000013 -0.14968999999999996 -0.056919999999999991 0.085845000000000019 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00032743546159906377 -0.00040274742905406594 -0.00049018504947831323 0.0006107852098106996 -0.00047799321288267434 0.00017067219357775465 -0.00034410654391161556 -0.00025248315055129085 0.00074799163751608272
leaf_weight=0.0019680492343659055 0.0010609644783074945 0.0012014308157027474 0.0010681326247878528 0.0010178018585944738 0.0010479316800421491 0.0014668211083865351 0.0013878419922479833 0.0010385375941054944
leaf_count=625 597 274 100 405 91 422 123 484
internal_value=0 3.15699e-05 -3.91937e-05 3.79131e-05 0.000125293 2.03437e-05 0.000174211 0.000458032
internal_weight=0 0.0101965 0.0082285 0.00702707 0.00600926 0.00494113 0.00347431 0.00208647
internal_count=3121 2524 1899 1625 1220 1120 698 575
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=8
num_cat=0
split_feature=484 42 43 2 0 4 2
split_gain=1.81393e-05 3.24044e-05 4.81156e-05 4.08201e-05 8.39117e-05 3.06532e-05 4.59962e-06
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 0.11144000000000001 0.0059850000000000016 0.053180000000000012 0.121465
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=-0.016182970981655675 0.012538799120626512 0.014971333549657627 -0.010189677097936101 0.012571384640127713 -0.032524854246313788 0.012381492334848556 0.0029835091512855293
leaf_weight=0.0012850452344493361 0.0010253875014020726 0.0018531640906401473 0.0012756067004231146 0.0010012973938848236 0.0011335553978021424 0.0011388692073030801 0.0010001190836714676
leaf_count=817 341 752 637 125 134 140 175
internal_value=0 -0.00152467 0.00101992 -0.00363897 -0.0100805 0.000456778 0.00778027
internal_weight=0 0.00868766 0.00740261 0.00554945 0.00354803 0.00241448 0.00200142
internal_count=3121 2780 1963 1211 911 777 300
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=9
num_cat=0
split_feature=50 3 47 51 3 4 4 3
split_gain=5.13866e-05 5.21978e-05 6.32429e-05 9.84522e-05 7.71001e-05 0.000189541 9.3703e-05 3.2594e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 -0.076794999999999988 0.090900000000000009 -0.0029599999999999995 0.0052350000000000009 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -4
right_child=-2 2 7 4 6 -7 -8 -9
leaf_value=0.00042636186106902299 -0.00040588971620770641 -0.0004657875466817931 -8.7714203561947986e-05 0.00046460188695224747 6.3316047586764676e-05 -0.00047261230221759445 0.0008517548254836384 -0.0005511728559190128
leaf_weight=0.0012057680904412052 0.0010834680727187978 0.0010342411282856486 0.0014002897542632559 0.0016759107915667744 0.0011329767791294632 0.0016429380749078373 0.0011863786146047491 0.0010000833268691833
leaf_count=180 597 361 264 1011 71 450 123 64
internal_value=0 4.30712e-05 -7.86777e-06 9.03209e-05 0.00019233 6.50397e-07 0.000466612 -0.000280808
internal_weight=0 0.0102786 0.00907282 0.00667245 0.0056382 0.00331885 0.00231936 0.00240037
internal_count=3121 2524 2344 2016 1655 1461 194 328
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=8
num_cat=0
split_feature=0 43 49 15 150 0 16
split_gain=1.8585e-05 5.71748e-05 6.93271e-05 5.5522e-05 5.41413e-05 4.03124e-05 3.58504e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.055554999999999993 0.094365000000000018 0.15398500000000004 -0.101115
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -2 -4
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.020735105558027721 0.022578781450361712 -0.029294088644279653 0.011939088792647913 0.023649407014116067 0.0019150291982328992 -0.0051450014735072462 -0.012826923564365681
leaf_weight=0.0013820049015056558 0.0010178372585112269 0.0010228976326783514 0.0011846825989434288 0.0016565046884178349 0.0012174376728261301 0.0010820714341616107 0.0011537105043942957
leaf_count=295 192 328 340 1177 182 60 547
internal_value=0 -0.00233268 0.00174611 0.00964251 -0.0123345 0.00829287 -0.000279904
internal_weight=0 0.00761724 0.00623523 0.0039949 0.00224034 0.00209991 0.00233839
internal_count=3121 2869 2574 2064 510 252 887
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=9
num_cat=0
split_feature=50 160 12 49 16 3 1 150
split_gain=4.89771e-05 4.68499e-05 7.08191e-05 6.50953e-05 5.36657e-05 0.000109351 9.18902e-05 2.4361e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.094825000000000007 0.094365000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.00031161548512974356 -0.00040117498553320189 -0.00046747907763303279 0.00013364407883418219 -0.00072498256282757002 0.00032626252414906618 -0.00033776631106009281 0.00037600845002359683 0.00055793580180795897
leaf_weight=0.0019378015115532618 0.0010829132067599967 0.0011997349018872455 0.0010789958972792302 0.0010401597123498043 0.0010062171015151841 0.0013815009840702393 0.0013922841870299095 0.0010047162352816164
leaf_count=625 597 274 122 101 246 955 113 88
internal_value=0 3.77284e-05 -2.77658e-05 4.86463e-05 -7.6537e-05 -0.000182806 2.05085e-05 0.000338227
internal_weight=0 0.0100414 0.00810361 0.00690387 0.00482016 0.00381394 0.00277379 0.00208371
internal_count=3121 2524 1899 1625 1415 1169 1068 210
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=9
num_cat=0
split_feature=41 150 3 16 16 2 4 13
split_gain=6.62746e-05 7.89726e-05 9.58087e-05 7.53977e-05 7.56811e-05 0.000108969 0.000125283 3.4991e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 -0.27167499999999994 -0.092124999999999985 0.096540000000000015 0.0082450000000000006 -0.00051499999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.00053678878877854266 -0.00047950317943904218 -0.0004244229896301886 -0.00037836120334314052 0.0004909437795502646 -0.00065604438911734137 0.0005503277030588726 0.00020731367515159781 4.9024716186050809e-05
leaf_weight=0.0016386809209787984 0.0010137843023441161 0.0012196281459351905 0.0015091122679410218 0.0015184659997943854 0.001481417339421386 0.0011441456099984329 0.0011461676521858865 0.0010060172700208795
leaf_count=215 170 113 267 326 1394 321 107 208
internal_value=0 4.51248e-05 0.000105764 1.52726e-05 0.000109621 -1.15713e-05 -0.000279443 0.000315778
internal_weight=0 0.0106636 0.00944401 0.00780533 0.00629621 0.00477775 0.00262758 0.00215016
internal_count=3121 2951 2838 2623 2356 2030 1501 529
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=10
num_cat=0
split_feature=52 376 50 157 43 15 42 3 2
split_gain=8.21582e-05 7.77056e-05 8.32329e-05 7.12238e-05 7.36876e-05 7.05715e-05 9.46857e-05 0.000113885 7.1899e-05
threshold=-0.23798499999999997 0.048375000000000008 0.07826000000000001 -0.06266999999999999 -0.14968999999999996 0.040760000000000005 0.075730000000000006 0.12178000000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00053259895997335028 0.00054116077432422134 0.0005507001924765359 -0.00053686333978439067 0.00042458189480288375 -0.00016077775397230426 0.00037868107775540803 -0.00072751149321056616 -0.00056414805985171527 0.00043159989002335884
leaf_weight=0.001029951120437537 0.0010196819516454817 0.0010617258268805158 0.0010235255630864455 0.0012523009529492781 0.0015638837228175531 0.0010157757695374459 0.001005300525600274 0.0012385756939194553 0.0015872668030752495
leaf_count=385 246 157 541 166 164 788 342 120 212
internal_value=0 4.70735e-05 -8.01575e-06 5.43247e-05 -1.04555e-05 -9.54368e-05 -0.000184704 -6.03941e-05 0.000137609
internal_weight=0 0.010768 0.00970631 0.00868279 0.0076631 0.0064108 0.00539503 0.00438973 0.00315115
internal_count=3121 2736 2579 2038 1792 1626 838 496 376
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=8
num_cat=0
split_feature=14 15 16 2 0 47 43
split_gain=2.6045e-05 6.285e-05 6.47219e-05 6.56965e-05 6.51099e-05 7.16939e-05 4.62363e-05
threshold=-1.0000000180025095e-35 -0.14601999999999996 -0.36241499999999999 0.10855000000000002 -0.10607499999999999 0.085270000000000026 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.015294819774412605 0.024966741668847787 -0.022320227812212375 0.013043173502474329 0.021915449415442177 -0.0066268601044564071 0.010735832171519959 -0.034932620799979511
leaf_weight=0.0010042148101324653 0.0010258328732151564 0.0012391455563113395 0.0017489759947954572 0.0013876054481918873 0.0011662411669478676 0.0010645791721296707 0.0011423128973322206
leaf_count=161 280 207 185 363 460 190 1275
internal_value=0 0.00170633 -0.001373 0.00261438 -0.00261438 -0.0107329 -0.020633
internal_weight=0 0.00877469 0.00774886 0.00650971 0.00512211 0.00337313 0.00230855
internal_count=3121 2960 2680 2473 2110 1925 1735
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=8
num_cat=0
split_feature=14 2 2 16 3 12 4
split_gain=2.1148e-05 5.3038e-05 4.41202e-05 3.61538e-05 0.000122616 6.60837e-05 4.17656e-05
threshold=-1.0000000180025095e-35 0.10981000000000002 0.11982500000000001 0.26676500000000009 0.090900000000000009 0.090455000000000021 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.013797727110221354 -0.0069750444006209866 0.027860738887350051 -0.00010496158912618914 -0.019324236986046017 0.029229072138235581 0.0081256637569247069 -0.032967077203191121
leaf_weight=0.0010019833855358469 0.0015093615655762766 0.0011999235292948374 0.0010647053791949228 0.0011293193483047402 0.0011541630041140283 0.0016341446001268056 0.0010470846824582889
leaf_count=161 1065 234 271 230 114 700 346
internal_value=0 0.00154053 0.0147128 -0.00306713 0.000367919 -0.00758095 -0.017621
internal_weight=0 0.0087387 0.00226463 0.00647407 0.00534475 0.00419059 0.00255645
internal_count=3121 2960 505 2455 2225 2111 1411
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=8
num_cat=0
split_feature=0 43 49 51 15 0 0
split_gain=1.97694e-05 4.66452e-05 6.55959e-05 5.49537e-05 4.18061e-05 3.71054e-05 3.37303e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.044634999999999994 -0.074054999999999996 -0.15202999999999997 0.15398500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -2
right_child=6 2 3 5 -6 -7 -8
leaf_value=-0.019001465933922448 0.021622772315043434 0.00042838919492303403 0.029195424902007494 0.017321229956014823 -0.026917043573812718 -0.0060490527298093129 -0.0038040699442975336
leaf_weight=0.0013842822915117927 0.0010175836563007246 0.001193714283126192 0.0010063957988764669 0.0010478067508963272 0.0010515816194974223 0.00193211666347849 0.0010706351528176764
leaf_count=295 192 195 375 112 315 1577 60
internal_value=0 -0.00239676 0.00129178 0.00899175 -0.0123788 0.00216845 0.00858636
internal_weight=0 0.0076159 0.00623162 0.00398632 0.0022453 0.00297992 0.00208822
internal_count=3121 2869 2574 2064 510 1689 252
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=9
num_cat=0
split_feature=1 15 4 16 2 2 0 15
split_gain=5.67932e-05 4.63886e-05 6.58816e-05 6.13032e-05 0.000117587 0.000109175 4.95128e-05 3.60869e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.49405499999999997 -0.013324999999999998 0.097070000000000004 0.092875000000000013 -0.13027499999999997 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 7 -1 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-3.132535643307855e-05 0.00042781828315557554 -0.00045334454454349016 0.00045289902791654987 -5.9261500543711935e-05 0.00077139142890027105 -0.00043566631050219392 -0.00062713695140581604 -2.186487200804182e-05
leaf_weight=0.001148992067612277 0.0010357814667751207 0.0010060317973549712 0.0011718239358703446 0.0014419967430497995 0.0012008525326054492 0.0017598530191474475 0.0010055235338253467 0.0012966355262519929
leaf_count=126 169 154 119 593 307 435 247 971
internal_value=0 -5.44415e-05 1.52912e-05 8.39059e-05 0.000318169 -6.2517e-05 -0.000309394 0.000203514
internal_weight=0 0.0100317 0.00787719 0.00687116 0.00264285 0.00422831 0.00215452 0.00246846
internal_count=3121 2952 2579 2425 900 1525 373 1090
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 42 16 0
split_gain=6.89649e-05 5.88887e-05 7.5796e-05 0.00010689 8.08461e-05 7.90986e-05 8.20439e-05 5.78185e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 0.075730000000000006 -0.013324999999999998 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-4.7173016657042171e-05 0.00046572272616310844 0.00049329324027771538 9.7049719955095512e-05 -0.00061094276501067 -0.0003469317526180269 -0.00020218025486381017 0.00075426949776575549 -0.00067310653293106855
leaf_weight=0.001245607067231834 0.0010820777839471952 0.0011372629037559902 0.0018092730818401587 0.0011089222938776783 0.0014630039398324515 0.0013922972654533856 0.0012245232113415321 0.0010420106082608379
leaf_count=126 169 158 596 377 247 1022 179 247
internal_value=0 -5.4349e-05 2.3806e-05 -5.24914e-05 5.26655e-05 0.000184749 0.000362322 -0.000332286
internal_weight=0 0.0104229 0.00813528 0.00699802 0.0058891 0.00442609 0.0030338 0.00228762
internal_count=3121 2952 2579 2421 2044 1797 775 373
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=8
num_cat=0
split_feature=48 12 16 3 1 4 0
split_gain=2.02744e-05 4.5604e-05 7.65668e-05 4.51978e-05 8.83833e-05 6.42688e-05 3.48516e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.097915000000000016 0.094385000000000011 -0.070499999999999993 -0.14794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.013309363552891898 0.013054741829993118 -0.029238324930883505 0.0056042196265856841 -0.020022860672415019 0.031677386328256278 -0.01770149400127553 0.0052612278540844553
leaf_weight=0.0010184095867083508 0.0015334799262741773 0.0013452882561355458 0.0011873496620703084 0.0011945410836765591 0.0012292262704951778 0.0012198882439727464 0.0010028410753195865
leaf_count=180 732 572 323 78 330 740 166
internal_value=0 -0.00160202 -0.0129035 0.00302947 0.00938183 -0.000571903 -0.00848371
internal_weight=0 0.00871261 0.00253264 0.00617998 0.00398259 0.00275337 0.00219738
internal_count=3121 2941 895 2046 1802 1472 244
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=9
num_cat=0
split_feature=1 49 2 43 13 3 13 1
split_gain=5.60229e-05 4.88725e-05 7.84659e-05 5.48505e-05 0.00013666 8.42038e-05 0.000134333 5.88928e-05
threshold=0.13686500000000004 -0.043469999999999995 0.090675000000000019 -0.20207499999999998 0.0076650000000000008 0.12178000000000001 -0.084869999999999987 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.00019935746578504416 0.0004162259844995176 0.00028019804532126698 0.00047201114353236133 -0.00043388043406314289 -0.00083469635512924091 -0.00042858621289891866 9.6253719181753079e-05 0.00068391987989260632
leaf_weight=0.0011905046006873933 0.0010974208895785384 0.0011004863088877022 0.001528758537460588 0.0013044619164642481 0.0010715071771373649 0.0017749341635335536 0.001642147298463355 0.0010913639048871881
leaf_count=188 169 152 206 583 296 89 1270 168
internal_value=0 -4.89528e-05 0.000178083 -0.00012627 -0.000191245 -7.26357e-05 8.38262e-05 0.000330881
internal_weight=0 0.0107042 0.00271926 0.0079849 0.00688441 0.00581291 0.00403797 0.00273351
internal_count=3121 2952 394 2558 2406 2110 2021 1438
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=7
num_cat=0
split_feature=51 457 1 4 2 12
split_gain=2.14815e-05 3.96468e-05 4.78798e-05 8.99627e-05 5.03602e-05 4.25392e-05
threshold=-0.076794999999999988 0.045365000000000009 0.111945 -0.0029599999999999995 0.10097500000000002 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.010355791999139753 0.015970979062839171 0.019259127110158546 0.024551302017992379 -0.023018549090158477 -0.011632053979262973 -0.0032794783392739858
leaf_weight=0.0016723673620926338 0.0016771354307398355 0.0011535648889992199 0.00116183101636446 0.0019337270589484196 0.0010908702538030856 0.0010415742564441632
leaf_count=537 1282 227 271 514 186 104
internal_value=0 0.00209837 -0.000768488 -0.00646893 0.00509263 0.0113954
internal_weight=0 0.0080587 0.00690514 0.00470173 0.00276801 0.00220341
internal_count=3121 2584 2357 1982 1468 375
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=7
num_cat=0
split_feature=52 151 48 3 16 15
split_gain=1.9564e-05 3.10388e-05 7.36334e-05 6.29327e-05 7.81073e-05 0.000115352
threshold=0.15116000000000002 -0.0083949999999999979 0.091545000000000015 -0.13309499999999996 -0.18708499999999997 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.0098656590916499851 -0.013038670747792944 -0.02102028756605917 0.027331385529492325 0.027643525960417598 -0.025432244377223023 0.012684887608391891
leaf_weight=0.0018779411862577715 0.001034096870622986 0.0011464722010099942 0.0011829980329262565 0.0011543067553741156 0.0013236405138147035 0.0019838861715469457
leaf_count=513 377 211 214 212 552 1042
internal_value=0 0.00151317 0.00465966 -0.000122647 0.00524702 -0.00256922
internal_weight=0 0.00866924 0.0067913 0.00560831 0.00446183 0.00330753
internal_count=3121 2744 2231 2017 1806 1594
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=9
num_cat=0
split_feature=4 16 1 52 52 52 15 4
split_gain=2.06893e-05 3.056e-05 5.27546e-05 5.66502e-05 4.38322e-05 7.48879e-05 2.93683e-05 9.42225e-06
threshold=0.27287000000000006 -0.27167499999999994 0.12811000000000003 -0.088204999999999992 -0.049749999999999996 1.0000000180025095e-35 -0.43375999999999998 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -2 -7
right_child=6 2 -4 4 5 7 -8 -9
leaf_value=-0.018051285533656754 -0.0031599346148735111 -0.023888402146352718 0.020843032201991601 0.018876576881099245 -0.02459792029112879 0.00043880836705515087 0.020644603629074238 0.013799655538782507
leaf_weight=0.0010774560059628319 0.0010297580205207817 0.0011157806266650101 0.0010343609787831776 0.0010763470328642513 0.0011761125519088021 0.0010944770034470707 0.0010434242138420398 0.0010194677681007775
leaf_count=165 167 619 96 206 677 57 185 949
internal_value=0 -0.00245036 0.000129117 -0.00377912 0.00135956 -0.00437116 0.00882079 0.00688219
internal_weight=0 0.007594 0.00651655 0.00548218 0.0043664 0.00329006 0.00207318 0.00211394
internal_count=3121 2769 2604 2508 1889 1683 352 1006
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 13
split_gain=1.82297e-05 3.74175e-05 6.32357e-05 6.66617e-05 6.8144e-05 6.94373e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 0.084050000000000014 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.018105191156376117 -0.010841654080703289 0.031123486725434125 -0.020624902135319284 -0.016763634311425621 -0.0065773343899198991 -0.0013371385301255653
leaf_weight=0.0011931162430873091 0.0013424205396691804 0.0017368284940755883 0.0013373096415401908 0.0012655805406848446 0.0016998045581896296 0.0010618976442186836
leaf_count=137 501 821 137 231 941 353
internal_value=0 0.00171921 -0.00103381 0.00351144 0.00921547 0.0188072
internal_weight=0 0.00829454 0.00710142 0.00576411 0.00449853 0.00279873
internal_count=3121 2620 2483 2346 2115 1174
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=8
num_cat=0
split_feature=4 3 52 457 16 2 2
split_gain=2.20189e-05 2.91375e-05 2.71177e-05 3.39689e-05 6.33711e-05 2.8805e-05 1.81404e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.12005499999999998 0.045365000000000009 -0.084119999999999986 0.096540000000000015 0.091055000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.017531148964273987 -0.0024867217905389372 0.021277240884232877 -0.0076162745739656382 0.016159552124453205 -0.0042819008920604246 0.014192679056617783 -0.026403156426021226
leaf_weight=0.0010391106232505998 0.0010560334457531129 0.0010088733695780066 0.0010098028444114459 0.0010691851639256095 0.0016638929823260757 0.0017126208639952839 0.0010467435991605338
leaf_count=512 83 269 501 212 1000 309 235
internal_value=0 0.00912389 -0.00253077 -0.000133594 -0.00333996 0.0050887 -0.0171784
internal_weight=0 0.00206491 0.00754136 0.00650225 0.00543306 0.00337651 0.00205655
internal_count=3121 352 2769 2257 2045 1309 736
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=9
num_cat=0
split_feature=48 2 51 42 42 49 3 1
split_gain=6.74106e-05 8.4177e-05 4.74283e-05 5.62203e-05 8.59173e-05 6.42183e-05 4.15224e-05 0.000127623
threshold=0.11951500000000001 0.11510000000000002 0.087505000000000013 0.075730000000000006 0.091295000000000015 -0.006494999999999999 0.11296500000000002 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00021768041907091538 -0.00048935369676392714 0.00048619046348240594 -0.00043177987936351384 -0.00063155847679500121 0.00014900903263097929 2.5756420726243048e-05 -3.2643278410411586e-05 0.00088936616173612942
leaf_weight=0.0014963161854762101 0.0010104607104932722 0.0014096926289732638 0.0010015596087538884 0.0010945582133585956 0.0010742305819267434 0.0015283059941376283 0.0012715665784363353 0.0011551505586733395
leaf_count=183 114 379 316 722 450 718 59 180
internal_value=0 4.19889e-05 -3.06404e-05 2.20838e-05 -0.000244933 0.000128315 0.000259217 0.000397515
internal_weight=0 0.0100314 0.00862169 0.00762013 0.00216879 0.00545134 0.00395502 0.00268346
internal_count=3121 3007 2628 2312 1172 1140 957 898
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=9
num_cat=0
split_feature=1 150 150 52 0 15 133 1
split_gain=4.48226e-05 4.88963e-05 4.75706e-05 6.62184e-05 8.74923e-05 8.61191e-05 6.95311e-05 4.19212e-05
threshold=0.13686500000000004 0.11456000000000001 0.081835000000000019 0.11434500000000002 -0.062294999999999996 -0.015039999999999998 0.0068000000000000014 0.11039500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00013367473524262131 0.00038956349227453499 -0.00044922991046895825 0.00035802370375978131 -0.00048290936269662665 0.00054299575926338892 0.00022480478543437861 -0.00010914973796609835 -0.00064605567118076383
leaf_weight=0.0012513664995142963 0.001032854373318519 0.0010069098155105578 0.0012702114787055954 0.0011616826717635465 0.0016692194901710806 0.0013962568872773252 0.0010082227538760296 0.0012051568465079371
leaf_count=602 169 111 281 433 275 1035 96 119
internal_value=0 -3.95438e-05 6.48518e-06 -5.15665e-05 2.51665e-05 -0.000164035 0.000297423 -0.000385046
internal_weight=0 0.00996903 0.00896212 0.00769191 0.00653022 0.00385278 0.00267744 0.00245652
internal_count=3121 2952 2841 2560 2127 1756 371 721
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=7
num_cat=0
split_feature=49 15 42 52 3 1
split_gain=2.0123e-05 6.3876e-05 3.61208e-05 3.64444e-05 8.26746e-05 8.74555e-05
threshold=-0.043469999999999995 -0.03241999999999999 0.090395000000000017 0.10347000000000002 0.11296500000000002 0.095285000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.02300542581046679 -0.010036265590695474 -0.010675906273856062 -0.019277255235821078 0.0146894965917687 -0.023657686659150554 0.022082299678584893
leaf_weight=0.0012783334364785024 0.0018339955333684856 0.0010063172678753359 0.0011009059853173426 0.0013833601473970608 0.0014554696680135334 0.0015765000404265375
leaf_count=256 1268 169 698 337 135 258
internal_value=0 0.00816985 -0.0025752 0.000367095 -0.00370466 0.00481053
internal_weight=0 0.00228465 0.00735023 0.00624933 0.00486597 0.0034105
internal_count=3121 425 2696 1998 1661 1526
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=7
num_cat=0
split_feature=52 13 3 2 3 16
split_gain=1.97204e-05 3.59242e-05 5.34576e-05 6.91748e-05 6.23387e-05 6.1386e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.10222000000000002 -0.13309499999999996 -0.022939999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.017934432743870354 -0.011257499156457689 -0.023405538685153486 -0.018969690485243357 0.023229860809582281 0.016074570878155389 -0.011359382723729912
leaf_weight=0.0011829019063745823 0.0013440999402000347 0.0010975221697586174 0.0013287383477080805 0.0013351685955406145 0.001867107892382215 0.0014483098283787478
leaf_count=137 501 141 137 481 1038 686
internal_value=0 0.00180365 -0.000892632 0.00328608 -0.00274806 0.0040903
internal_weight=0 0.00825975 0.00707685 0.00574811 0.00441294 0.00331542
internal_count=3121 2620 2483 2346 1865 1724
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 13 2
split_gain=6.61143e-05 8.75172e-05 0.000128842 8.3775e-05 7.43815e-05 9.37508e-05 6.49359e-05 7.04088e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12005499999999998 0.10981000000000002 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00044319349808754488 0.00046427876904765459 -0.00044911955984685355 0.00065691571129841448 -0.00056981304072994683 -0.00014453484045956857 0.00063324509956613512 -0.00044187363957497655 0.000473970547133599
leaf_weight=0.0018178295153270215 0.0010451362985479376 0.0010485855033353052 0.0010995308325146497 0.0010707309959925998 0.0015695494844590878 0.0010913769387167855 0.0010205066177714286 0.0012885526636906351
leaf_count=462 124 403 237 396 905 144 173 277
internal_value=0 -5.39993e-05 3.23975e-05 -6.44635e-05 2.54405e-05 0.000125565 -1.7288e-05 0.000134313
internal_weight=0 0.0100067 0.00818883 0.0070893 0.00601857 0.00496999 0.00387861 0.0028581
internal_count=3121 2997 2535 2298 1902 1499 1355 1182
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=9
num_cat=0
split_feature=50 15 12 52 13 13 4 15
split_gain=6.42308e-05 7.34885e-05 4.50726e-05 6.22573e-05 7.56493e-05 0.000113134 0.000141566 5.747e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.029094999999999999 0.10160000000000001 -0.084034999999999985 0.11596500000000001 -0.031404999999999995 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.00051843577350936315 -0.0004546664206652348 -0.00034060630312809801 0.00044773341252203207 -0.00036303001721727521 -0.00080635583242382087 0.00053980088230812522 -0.00018634176493403454 0.00040321661136939497
leaf_weight=0.0010994679498808535 0.001122318013883127 0.0014093909008011706 0.0018870156590792605 0.0012390172238241695 0.0010100311665205957 0.001081477884372798 0.0015357749381463407 0.0010846572345828433
leaf_count=218 597 224 465 352 637 110 254 264
internal_value=0 3.91952e-05 -1.77842e-05 4.02643e-05 0.000115987 -1.68697e-05 -0.000182696 5.769e-05
internal_weight=0 0.0103468 0.00924737 0.00783797 0.00659896 0.00471194 0.00363046 0.00262043
internal_count=3121 2524 2306 2082 1730 1265 1155 518
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=8
num_cat=0
split_feature=48 150 52 4 1 4 16
split_gain=2.11899e-05 4.19719e-05 5.10333e-05 5.07774e-05 4.70089e-05 3.74148e-05 2.50192e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.0052149999999999992 0.11588000000000001 -0.0029599999999999995 0.11346000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.013683209766581165 -0.0024363153472031236 -0.019039035806944681 -0.012036337842298569 0.028136323917401937 0.01211623926294415 -0.020592226467807416 0.009419328546317416
leaf_weight=0.0010084974936781796 0.0010105384435053549 0.0011939856378194212 0.0010508375167262692 0.0011748370488201916 0.0013222932559106074 0.0017457066254858 0.0011256853692162838
leaf_count=180 515 229 1186 269 216 469 57
internal_value=0 -0.00163622 0.00116042 0.0139992 -0.00418948 -0.00968659 -0.000939588
internal_weight=0 0.00862388 0.0074299 0.00218538 0.00524452 0.00392223 0.00217652
internal_count=3121 2941 2712 784 1928 1712 1243
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=7
num_cat=0
split_feature=4 3 0 13 49 15
split_gain=2.04719e-05 2.93273e-05 2.54873e-05 7.30018e-05 4.59134e-05 6.54367e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.019414999999999998 -0.029529999999999997 -0.0020949999999999996 -0.015744999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.018382057016556659 -0.0028732790484774541 0.021040091449236506 -0.013528612001605251 0.022095899858866706 -0.011262603571577594 0.017388752914238893
leaf_weight=0.0019661098652199891 0.0010481150649936655 0.0010042264726049807 0.0010353681441139205 0.0012943017300387494 0.001867297660515748 0.0013908943888476335
leaf_count=515 83 269 66 215 823 1150
internal_value=0 0.00882772 -0.00243504 0.00626341 -0.00631393 0.000968416
internal_weight=0 0.00205234 0.00755397 0.00232967 0.0052243 0.00325819
internal_count=3121 352 2769 281 2488 1973
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=8
num_cat=0
split_feature=49 15 42 52 3 0 13
split_gain=2.25117e-05 5.94648e-05 3.46353e-05 3.33286e-05 6.98078e-05 7.01334e-05 4.37389e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.090395000000000017 0.10347000000000002 0.12178000000000001 -0.10151999999999999 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=0.024607957904897296 0.020043400061198122 -0.007735380775627642 -0.019081319692803682 0.013895159949360629 -0.024858914197007403 0.0059082053015496036 -0.022389889218133927
leaf_weight=0.0011530764397957405 0.0014632870258418059 0.001121161201194969 0.0011002920797195592 0.0013766657550367311 0.0011823596218386734 0.0010920039640242188 0.0010928032285269442
leaf_count=226 210 199 698 337 117 1030 304
internal_value=0 0.00866323 -0.00272941 0.000169177 -0.00374269 0.00310115 -0.00824602
internal_weight=0 0.00227424 0.00730741 0.00620712 0.00483045 0.00364809 0.00218481
internal_count=3121 425 2696 1998 1661 1544 1334
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=9
num_cat=0
split_feature=1 16 1 3 3 0 3 133
split_gain=5.05399e-05 5.39055e-05 6.77478e-05 0.000103009 8.32564e-05 7.39889e-05 0.000129308 8.66721e-05
threshold=0.13686500000000004 -0.5315899999999999 0.094385000000000011 0.11924500000000002 -0.077774999999999983 -0.060129999999999996 0.013900000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.00043902306830635658 0.00040987224935966772 -0.00093198088084425984 1.1918377802363877e-05 -0.00032899867764057386 0.00066843579799551525 0.00037956988075600335 1.0934939181495601e-05 -0.00034782075624052928
leaf_weight=0.0011969318020166554 0.0010188851955811517 0.0010136538774008991 0.0013370444821581143 0.0010816086345067644 0.0016705373379296295 0.0014983812490497099 0.001247103342878475 0.0010864660597216401
leaf_count=125 169 1810 238 88 356 153 89 93
internal_value=0 -4.82613e-05 4.08632e-06 0.000189948 0.000376576 -0.000152762 -0.000411839 7.38322e-05
internal_weight=0 0.0101317 0.00893479 0.00408919 0.00300758 0.0048456 0.00226076 0.00258485
internal_count=3121 2952 2827 682 594 2145 1899 246
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=6
num_cat=0
split_feature=1 3 15 3 3
split_gain=2.1363e-05 4.814e-05 7.09665e-05 3.49642e-05 7.76147e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.0040799999999999994 0.11296500000000002 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.011242470488722048 -0.0049942278077329686 -0.032465995535505297 -0.0005367240695955956 -0.0075270468033529674 0.024352697493274483
leaf_weight=0.0012421191974280998 0.0017890103044600901 0.0010945515861526106 0.0019122372283399199 0.0017235965529108204 0.0018159721423982446
leaf_count=174 277 931 1073 228 438
internal_value=0 -0.00531844 -0.0121598 0.00418789 0.00978898
internal_weight=0 0.00424891 0.00300679 0.00532858 0.00360498
internal_count=3121 2178 2004 943 715
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=9
num_cat=0
split_feature=52 52 160 12 151 4 4 3
split_gain=9.40912e-05 0.000137227 6.60394e-05 6.20422e-05 8.22356e-05 0.000113413 0.00015103 8.95195e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10016000000000001 -0.083274999999999988 0.26790000000000008 -0.0029599999999999995 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00057410025027191443 0.00056912208999223798 -0.00037119278252582632 -0.00046723164993463657 -0.0002912802301834161 -4.0550695356424381e-05 0.00075202839762559496 -0.0003928397457668173 0.00073732637431505015
leaf_weight=0.0010194406715461441 0.0016542605580572483 0.0011016194540842215 0.0012286073526857197 0.001883298843075522 0.0010399288597914738 0.0011821376387888089 0.0016499145101384273 0.0012554915646643308
leaf_count=364 407 179 216 305 496 221 335 598
internal_value=0 4.85971e-05 -4.35862e-05 2.05741e-05 0.00011486 0.000219287 5.96617e-05 0.000384913
internal_weight=0 0.0109953 0.009341 0.00811239 0.00622909 0.00512747 0.00394533 0.00229542
internal_count=3121 2757 2350 2134 1829 1650 1429 1094
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=9
num_cat=0
split_feature=4 484 160 12 13 4 47 4
split_gain=6.99145e-05 5.85528e-05 7.23445e-05 9.0877e-05 8.16109e-05 0.000121672 7.10814e-05 5.00769e-05
threshold=-0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 0.092710000000000015 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00047528868245994563 -0.00042509129143206831 0.00047285925003676739 -0.00047733987814466784 0.00049263378451444117 -0.00042280063995941291 0.00013652780167783444 -0.00019562193077614389 0.00072876633864327742
leaf_weight=0.0011095834464430075 0.0013622745085065183 0.0010882329271182404 0.0010309974759932861 0.0018957146793915202 0.0016338988174267642 0.0010976292576073236 0.0010109572893346915 0.0010980246939497895
leaf_count=156 629 324 285 432 979 138 81 97
internal_value=0 4.29379e-05 -8.30853e-06 6.479e-05 0.000147764 1.27014e-05 0.000234607 0.0004327
internal_weight=0 0.0102177 0.0091295 0.00776722 0.00673622 0.00484051 0.00320661 0.00219565
internal_count=3121 2965 2641 2012 1727 1295 316 235
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=8
num_cat=0
split_feature=50 15 15 150 12 15 3
split_gain=3.96588e-05 5.38362e-05 4.55318e-05 5.27804e-05 6.26712e-05 8.53428e-05 0.000102214
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 0.098810000000000023 -0.016799999999999995 -0.012304999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00045867965270000898 -0.00037766392847073419 -0.00028943083222287826 -0.00034341197001444893 0.00044887003637315045 -0.00044330196977835246 -4.3255491340232713e-05 0.00067230932390146127
leaf_weight=0.0010059822436110392 0.0010169360084192466 0.0018899890921882682 0.0012923327472971298 0.0010951598473122829 0.0010912376160286622 0.0018429326745870779 0.0013152143337361861
leaf_count=218 597 334 429 206 287 923 127
internal_value=0 2.96816e-05 -2.09307e-05 5.55303e-05 -2.22019e-05 8.105e-05 0.000254742
internal_weight=0 0.00953285 0.00852687 0.00663688 0.00554172 0.00445048 0.00315815
internal_count=3121 2524 2306 1972 1766 1479 1050
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=7
num_cat=0
split_feature=4 4 2 15 52 2
split_gain=2.14043e-05 3.95694e-05 5.5039e-05 3.61709e-05 5.11559e-05 2.87355e-05
threshold=0.181285 0.055260000000000011 0.10855000000000002 -0.022504999999999997 0.089325000000000015 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.0067210691682549496 0.015856352721160885 -0.021486200960771279 0.016709814999384034 -0.0018712730662314801 -0.030507013818117559 -0.0035150749430039674
leaf_weight=0.0014597038829269344 0.0016445386062291683 0.0010092334171868389 0.0014598076087527726 0.0016193310876487412 0.0010147993829913648 0.0014330499797770492
leaf_count=667 216 242 311 1035 403 247
internal_value=0 -0.00327134 3.87451e-05 -0.00590594 -0.0129032 0.00683623
internal_weight=0 0.00656288 0.00555364 0.00409383 0.00263413 0.00307759
internal_count=3121 2658 2416 2105 1438 463
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=9
num_cat=0
split_feature=4 0 1 157 16 151 2 52
split_gain=5.57071e-05 8.71533e-05 7.12176e-05 6.94164e-05 0.00013024 8.63992e-05 0.000117197 1.04109e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 -0.022224999999999998 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019 -0.069804999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -6
right_child=1 -3 3 4 7 6 -8 -9
leaf_value=-0.00043099875883377358 -0.00046846742379501316 0.00051691008235841543 0.00052262121494229966 -0.00029142745883634384 -0.00030676599817636423 -4.7724183597909078e-05 0.00069177554895325443 -0.00058945134518081314
leaf_weight=0.0010636304712524818 0.0012210603688270595 0.0012889816996349999 0.0010017504789185021 0.001227631430440513 0.0010031834732107557 0.0016661977794589357 0.0016300005146362147 0.0010003781783429477
leaf_count=156 1540 114 195 148 186 382 201 199
internal_value=0 4.09088e-05 -2.92104e-05 4.20274e-05 -3.17287e-05 0.000152594 0.000317965 -0.000447911
internal_weight=0 0.0100392 0.0087502 0.00752914 0.00652739 0.00452383 0.0032962 0.00200356
internal_count=3121 2965 2851 1311 1116 731 583 385
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=8
num_cat=0
split_feature=52 13 51 15 4 43 2
split_gain=1.88084e-05 4.02765e-05 4.80517e-05 3.80468e-05 5.99063e-05 7.50185e-05 4.01302e-05
threshold=0.11434500000000002 -0.23438999999999996 0.086685000000000012 -0.15914499999999995 -0.0016099999999999997 -0.074359999999999996 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.018751102549516726 -0.010988288228776965 0.019520309040211885 -0.020798843349002612 -0.0032377833912565499 0.0070758029535247114 -0.028284493922287653 0.021825589664877014
leaf_weight=0.0011915334869020012 0.0013505016738630604 0.0010605329777189027 0.0010559861582371934 0.0012717996970818917 0.0010794389173562511 0.001350776477880128 0.0012836180026465115
leaf_count=137 501 210 260 1139 202 321 351
internal_value=0 0.00173758 -0.00111679 0.00232076 -0.00133789 -0.0125784 0.00935186
internal_weight=0 0.00829369 0.00710215 0.00604617 0.00498563 0.00243022 0.00255542
internal_count=3121 2620 2483 2223 2013 523 1490
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=7
num_cat=0
split_feature=49 15 51 42 2 3
split_gain=2.16788e-05 5.66991e-05 3.62497e-05 5.35871e-05 3.71958e-05 6.69578e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.084050000000000014 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.02400049955875401 0.013804810722312613 -0.0075135342539691509 -0.0065451327121846675 -0.022440695272676739 -0.010999674502544615 0.024898038677960407
leaf_weight=0.0011581652683023409 0.0011272078097161872 0.0011259337114570074 0.0015766801750546821 0.0014601571870806879 0.0019784188728126837 0.0011871996486402946
leaf_count=226 377 199 857 1082 265 115
internal_value=0 0.00846583 -0.00269162 -0.00568961 -0.000531937 0.006961
internal_weight=0 0.0022841 0.00732966 0.00620246 0.0047423 0.00276388
internal_count=3121 425 2696 2319 1237 972
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=8
num_cat=0
split_feature=4 3 0 3 3 1 2
split_gain=2.16573e-05 2.75357e-05 2.56839e-05 7.70349e-05 6.47937e-05 7.24928e-05 4.56475e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.061629999999999997 0.076840000000000006 0.090900000000000009 0.094385000000000011 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.034169843168765722 -0.0022203745005855086 0.020950354214957927 0.03072869890557612 -0.01711429951366375 0.0078854702079363698 -0.0009040966867792079 0.0014927980449778843
leaf_weight=0.0012992074999612795 0.0010526015617811912 0.0010002583159444611 0.001009777244001697 0.0011179132387756224 0.0016532108789901745 0.0013213354881658171 0.0011335857197836889
leaf_count=1862 83 269 124 106 150 286 241
internal_value=0 0.00906959 -0.00251664 0.00416679 -0.00761672 -0.0173965 0.0152664
internal_weight=0 0.00205286 0.00753503 0.00326128 0.00427375 0.00262054 0.00214336
internal_count=3121 352 2769 471 2298 2148 365
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 13 4
split_gain=4.24722e-05 7.50709e-05 0.00011652 8.7649e-05 7.61168e-05 0.000102959 4.505e-05 1.99954e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 -0.0018299999999999998 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00041234635936595264 0.00037944232527113963 -0.00055644933395641611 0.00063728380238540377 -0.00058177877215386475 -0.00017501809001903651 0.00030070128143755811 3.9544597101706015e-06 0.0006866715007309062
leaf_weight=0.0017436138893832378 0.0010053441820132283 0.0010010540849116965 0.0010747525973302018 0.001038648112590166 0.0015111235329216843 0.001007039303023599 0.00122810556329901 0.0010583869742264325
leaf_count=462 124 502 237 396 526 86 168 620
internal_value=0 -4.40233e-05 3.70733e-05 -5.71762e-05 3.66758e-05 0.000213924 -0.000247707 0.000498484
internal_weight=0 0.00966272 0.00791911 0.00684436 0.00580571 0.00357655 0.00222916 0.00206543
internal_count=3121 2997 2535 2298 1902 1232 670 706
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 15 3 0
split_gain=4.63834e-05 7.26022e-05 0.00011405 8.80542e-05 9.10917e-05 8.65047e-05 8.65686e-05 2.91505e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.10925999999999998 -0.095869999999999983 -0.086769999999999986 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=-0.00039675533969421036 0.00040795013406599905 -0.00047414624461134951 0.00063171241674879301 -0.0005668173795536415 -0.00030664752659937062 -9.3204675830294882e-05 0.00074569186114403785 0.00030598852201962429
leaf_weight=0.0017473286707536768 0.0010042201587977259 0.0010612273950711361 0.0010970395788704049 0.0010669768660845876 0.0011554402135644784 0.0013132991744908727 0.0012188890879015651 0.0011053672212790113
leaf_count=462 124 424 237 396 194 440 413 431
internal_value=0 -3.45888e-05 4.43342e-05 -4.87677e-05 4.56508e-05 0.00016074 0.000309202 0.000536578
internal_weight=0 0.00976557 0.00801824 0.0069212 0.00585422 0.004793 0.00363756 0.00232426
internal_count=3121 2997 2535 2298 1902 1478 1284 844
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=7
num_cat=0
split_feature=49 2 42 52 3 4
split_gain=1.88548e-05 5.05371e-05 2.94331e-05 3.32876e-05 6.50665e-05 7.47834e-05
threshold=-0.043469999999999995 0.092235000000000025 0.090395000000000017 0.10347000000000002 0.11296500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.0066398542049541653 -0.0095510038351956338 0.023182558026240193 -0.017588318169849789 0.013833677674027321 -0.021521370312056101 0.020301411965747154
leaf_weight=0.001163551803849115 0.0018738173344087583 0.0011106059803045677 0.0010988196502111289 0.0013850236581378506 0.0014448028137600847 0.0015197700153844898
leaf_count=212 1278 213 698 337 135 248
internal_value=0 0.0079242 -0.00249977 0.000164295 -0.00374866 0.00381798
internal_weight=0 0.00227416 0.00732223 0.00622341 0.00483839 0.00339359
internal_count=3121 425 2696 1998 1661 1526
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=9
num_cat=0
split_feature=48 2 51 2 48 15 3 12
split_gain=6.65535e-05 5.95901e-05 5.91701e-05 4.3589e-05 7.34528e-05 0.000135592 0.000144456 8.30957e-05
threshold=0.11951500000000001 0.11510000000000002 0.087505000000000013 -1.0000000180025095e-35 0.083985000000000018 -0.016799999999999995 0.10542000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00037280294643772733 -0.00048661579970507102 0.00042069984529760298 -0.00045378810566942102 -0.00059408561983263005 0.00042022807818783769 0.00012991486169250624 0.00070957245410773156 -0.00058876550261228295
leaf_weight=0.001267494878518534 0.0010144270675931386 0.0013682368918382934 0.0010593183506269399 0.0016275521350326305 0.0011636936552839273 0.001530808914170179 0.0010270276234072284 0.0010379200161722783
leaf_count=177 114 379 316 518 284 239 41 1053
internal_value=0 4.02777e-05 -1.94559e-05 4.06521e-05 -2.5263e-05 -0.000124513 8.80298e-05 -0.000160475
internal_weight=0 0.0100821 0.00871382 0.0076545 0.006387 0.00522331 0.00359576 0.00256873
internal_count=3121 3007 2628 2312 2135 1851 1333 1292
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=8
num_cat=0
split_feature=52 13 15 2 48 0 0
split_gain=1.97575e-05 4.19644e-05 6.87271e-05 4.43114e-05 5.59912e-05 3.43206e-05 4.26613e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.11215000000000001 0.016865000000000002 0.010870000000000003 -0.074229999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.0056907221419092375 -0.011225628163322364 -0.010617024532102511 0.02793484437507179 -0.021420889439479552 0.01966798156177154 -0.019829517316590051 0.016077553016415138
leaf_weight=0.0011075627563950975 0.001354368730285954 0.0013175918261702487 0.0013471866940691119 0.0010504932487734858 0.0012270888874039271 0.00109531843626908 0.0010972027811739181
leaf_count=462 501 876 314 286 278 147 257
internal_value=0 0.00180702 0.0127633 -0.00283988 0.00128054 -0.00514747 0.00151211
internal_weight=0 0.00824244 0.00245475 0.0057877 0.0047372 0.00351011 0.00241479
internal_count=3121 2620 776 1844 1558 1280 1133
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=8
num_cat=0
split_feature=4 52 49 16 160 2 15
split_gain=2.13868e-05 2.96527e-05 3.36634e-05 4.4001e-05 5.73487e-05 3.16378e-05 2.7379e-05
threshold=0.27287000000000006 -0.12005499999999998 -0.006494999999999999 -0.084119999999999986 -0.027994999999999996 0.098035000000000011 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -2
right_child=6 2 3 4 5 -7 -8
leaf_value=-0.018139795488034623 -0.0025866446901298122 -0.010996925711005402 -0.010207702214370618 0.030917670015897271 -0.0099386209444948456 0.014315241664263789 0.020521209771881682
leaf_weight=0.001043656527355186 0.0010205635154896002 0.0019405511017059262 0.0013724292106282294 0.0010081761333880549 0.0010912429733155411 0.0010605135546190199 0.0010304488481098755
leaf_count=512 167 420 658 422 614 143 185
internal_value=0 -0.00249777 2.42657e-05 0.00474304 0.0112365 0.00201512 0.00902297
internal_weight=0 0.00751657 0.00647291 0.00453236 0.00315993 0.00215176 0.00205101
internal_count=3121 2769 2257 1837 1179 757 352
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=7
num_cat=0
split_feature=4 4 2 4 49 16
split_gain=1.9286e-05 3.53806e-05 4.89555e-05 3.40984e-05 4.38783e-05 2.68339e-05
threshold=0.181285 0.055260000000000011 0.10855000000000002 -0.10429499999999998 -0.00064499999999999985 -0.5315899999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.01605348276692423 -0.0059951486837813636 -0.020352489601767797 0.015904410095271188 -0.012688513516038983 0.015110886736164189 0.013545375611269703
leaf_weight=0.0017576025069386252 0.0010964212016657919 0.0010053817582701425 0.0014377759450788802 0.0010416184148028284 0.001248116141821583 0.0019573819059294228
leaf_count=272 109 242 311 375 1458 354
internal_value=0 -0.00310718 5.37617e-05 -0.00557702 0.00246472 0.00652965
internal_weight=0 0.00649049 0.00548511 0.00404734 0.00228973 0.0030538
internal_count=3121 2658 2416 2105 1833 463
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=9
num_cat=0
split_feature=48 2 4 2 2 52 4 12
split_gain=5.85702e-05 7.67473e-05 5.80524e-05 7.73277e-05 0.000129036 7.64399e-05 5.89146e-05 4.34804e-05
threshold=0.11951500000000001 0.11510000000000002 -0.49405499999999997 0.10672500000000001 0.097070000000000004 -0.087284999999999988 -0.0016099999999999997 0.096830000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.0004657606312895397 -0.00045101009599645634 0.00046501984656630474 -0.00041660627690401103 -0.00044226709599122505 0.00075194703232410237 0.00044398945824149726 -0.00023487880532714489 0.0002782629512974077
leaf_weight=0.0010307511406271782 0.0010299217391314805 0.0014051061780813194 0.0013273420098204192 0.0011357189059677149 0.0010219743942373747 0.0014434187295256297 0.0017233760784797574 0.0010051343268049967
leaf_count=149 114 379 351 195 248 1239 370 76
internal_value=0 3.9859e-05 -2.89044e-05 2.99035e-05 0.000112135 -6.7662e-06 0.000123629 -4.58466e-05
internal_weight=0 0.0100928 0.00868772 0.00765696 0.00652125 0.00549927 0.00417193 0.00272851
internal_count=3121 3007 2628 2479 2284 2036 1685 446
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=10
num_cat=0
split_feature=52 52 16 13 48 16 4 2 1
split_gain=5.40026e-05 6.35127e-05 0.000148799 5.75536e-05 8.81053e-05 5.98338e-05 7.24006e-05 4.85398e-05 2.03982e-05
threshold=0.19022000000000003 0.10347000000000002 0.26676500000000009 -0.17933499999999997 -0.032929999999999994 -0.45661999999999997 0.0052350000000000009 0.092120000000000021 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -8
right_child=-2 -3 -4 4 5 6 8 -9 -10
leaf_value=0.0005145297909644374 -0.00041744960444410899 0.00050402593861708072 -0.00067398248647213509 0.00056700095422268092 -0.00047426312526189932 -0.00040952494610766604 0.00049847907656150618 0.00013658466142428565 0.00011840753249409783
leaf_weight=0.001088204590274788 0.0010197721593257205 0.0010858507060192745 0.0010994444869561982 0.0010009669180142391 0.0011015315472510893 0.0015460810033758119 0.0010194449269732425 0.0010511962552009538 0.0011613979740849145
leaf_count=138 350 233 359 146 118 1182 215 257 123
internal_value=0 5.58834e-05 2.22198e-06 9.55167e-05 2.92477e-05 -6.23008e-05 3.26716e-05 -0.000188498 0.000296074
internal_weight=0 0.0101541 0.00906827 0.00796882 0.00688062 0.00587965 0.00477812 0.00259728 0.00218084
internal_count=3121 2771 2538 2179 2041 1895 1777 1439 338
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=7
num_cat=0
split_feature=52 52 16 15 1 4
split_gain=1.92118e-05 3.42517e-05 4.53006e-05 5.01283e-05 5.56867e-05 0.000106338
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.0063699999999999989 0.11181500000000001 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.016434072139782402 -0.01104965317424839 0.019024552217041347 -0.016737577187106816 0.016627942803826897 -0.016609444979298098 0.027802775294035628
leaf_weight=0.0010079521083646847 0.0013544412289289006 0.0010127317096608598 0.0014035599005600471 0.0018956617902378681 0.0017265838487271804 0.0011790301106316121
leaf_count=515 501 214 515 879 249 248
internal_value=0 0.00180335 -0.000614642 0.0032808 -0.00318432 0.00741458
internal_weight=0 0.00822552 0.00721279 0.00580923 0.00391357 0.00218698
internal_count=3121 2620 2406 1891 1012 763
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=9
num_cat=0
split_feature=4 0 1 48 2 4 150 47
split_gain=6.85743e-05 9.13746e-05 7.4031e-05 7.79286e-05 9.82799e-05 5.21397e-05 7.12189e-05 9.02393e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.11951500000000001 0.11510000000000002 -0.0086549999999999978 0.087170000000000011 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00049011940280584577 -0.00045699569460623139 0.00052405388310848631 -0.00035996281946079595 -0.00046590640966899765 0.00068174226536513833 0.0005654820699440233 -0.00030472908619927141 -9.4806446897232721e-05
leaf_weight=0.0010480773865887824 0.0013504035352440887 0.0012908740450342645 0.0011230974641938656 0.0010066142936715483 0.0010122784584055992 0.0017426594260535207 0.0011502820391696561 0.0014645416419777325
leaf_count=156 1560 114 527 93 226 218 98 129
internal_value=0 3.67114e-05 -3.43741e-05 4.17259e-05 0.000120426 1.67495e-05 0.000113843 0.000263967
internal_weight=0 0.0101408 0.00884988 0.00749947 0.00649286 0.00548058 0.00435748 0.0032072
internal_count=3121 2965 2851 1291 1198 972 445 347
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=10
num_cat=0
split_feature=1 12 43 16 4 1 3 2 151
split_gain=6.63209e-05 8.88413e-05 8.41853e-05 9.88396e-05 5.1574e-05 0.000152694 8.32859e-05 0.000107638 6.0452e-05
threshold=0.13686500000000004 0.11650500000000001 -0.17390999999999998 0.15891500000000003 -0.15289999999999995 0.083135000000000014 0.076840000000000006 1.0000000180025095e-35 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -8
right_child=-2 -3 3 -5 5 6 8 -9 -10
leaf_value=0.00054466872476353044 0.00046700349597750067 -0.00060254839601989912 0.00041409399081521799 -0.00058158458884653361 -0.00072669673088233966 2.1668007440616682e-05 -0.00049152915453782599 0.00085341035012723035 0.00010693088146168124
leaf_weight=0.0010123502669416801 0.0010561185005713942 0.0010060522403553289 0.0011414355354115897 0.0011743898305684349 0.0010352804635506765 0.0014851576965019776 0.0011109226164867925 0.001001647727833105 0.001560457085473449
leaf_count=149 169 121 99 415 1273 512 92 188 103
internal_value=0 -4.84126e-05 1.01372e-05 -5.34561e-05 3.11025e-05 -3.94816e-05 9.84469e-05 0.000356681 -0.000141945
internal_weight=0 0.0105277 0.00952164 0.00850929 0.0073349 0.00619347 0.00515819 0.00248681 0.00267138
internal_count=3121 2952 2831 2682 2267 2168 895 700 195
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=6
num_cat=0
split_feature=1 13 48 2 15
split_gain=2.40546e-05 6.8073e-05 3.62416e-05 4.79509e-05 4.67908e-05
threshold=0.11323000000000001 -0.0025349999999999995 0.083985000000000018 0.10097500000000002 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.017706140473776517 0.028452809283830201 -0.0036527762527008914 0.0084176164077331955 -0.020648285534188088 0.0088039963122809924
leaf_weight=0.0010025703580683791 0.0010157322303568405 0.0018878602177663708 0.0018903771839938761 0.0018335635341041098 0.0019819921633689331
leaf_count=567 310 156 457 465 1166
internal_value=0 0.00757837 -0.00331664 -0.00792054 -0.000101254
internal_weight=0 0.00290359 0.0067085 0.00481813 0.00298456
internal_count=3121 466 2655 2198 1733
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=8
num_cat=0
split_feature=1 13 0 1 1 4 13
split_gain=1.95545e-05 5.5661e-05 3.22088e-05 5.69375e-05 5.61022e-05 0.000105894 2.68718e-05
threshold=0.11323000000000001 -0.0025349999999999995 -0.23001499999999997 0.10684 0.089875000000000024 -0.083854999999999985 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.01173080223336069 0.025817218429580263 -0.0032879391758909703 -0.0066358409123482877 -0.027528172434657473 0.017824557505777931 -0.033297910623403891 0.015370995651491387
leaf_weight=0.00121600495579077 0.0010079203306605257 0.0018876209335637736 0.0010831456059088255 0.0010235699564804289 0.0011345493583201356 0.0011004691245932413 0.0011376205411574147
leaf_count=104 310 156 117 140 476 1469 349
internal_value=0 0.00684339 -0.00299222 -0.00625963 -0.00137388 -0.00793215 0.00463749
internal_weight=0 0.00289554 0.00669536 0.00547935 0.00445578 0.00332124 0.00222077
internal_count=3121 466 2655 2551 2411 1935 466
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=8
num_cat=0
split_feature=147 15 16 52 2 4 4
split_gain=5.77009e-05 8.13098e-05 6.61141e-05 5.41857e-05 7.47381e-05 0.00010679 6.18203e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 -0.12005499999999998 0.10882500000000002 -0.10429499999999998 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00046429668645267931 0.00044286076205921022 -0.00049520600666985324 -0.00042107385836072446 -0.00045151485604822685 0.00044873232811975671 0.00045258634575139832 -8.7348234505721568e-05
leaf_weight=0.0011113098640406433 0.0010689067202525613 0.0013657863178357984 0.0011408123695112278 0.0017989343491139329 0.0013721446549706875 0.0014130509320073514 0.001927234814684963
leaf_count=243 124 196 489 161 231 1303 374
internal_value=0 -3.61395e-05 -9.78098e-05 -2.68811e-05 4.21827e-05 -6.63639e-05 0.000141062
internal_weight=0 0.0101293 0.00901796 0.00765218 0.00651136 0.00513922 0.00334029
internal_count=3121 2997 2754 2558 2069 1838 1677
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=7
num_cat=0
split_feature=4 12 0 47 49 15
split_gain=1.97094e-05 4.63831e-05 4.33854e-05 6.93843e-05 5.72217e-05 4.17589e-05
threshold=0.24564500000000003 0.09857500000000001 0.051010000000000007 0.086380000000000012 -0.006494999999999999 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.011360299114710102 0.018695732301602937 -0.022097552028117119 0.018248600175347109 -0.025091828646660316 0.014462462793549492 -0.0059483476645283912
leaf_weight=0.0015074184012375236 0.001463497845788955 0.0010622728148162973 0.0011261739572337066 0.0011372448148579926 0.0019923014659336733 0.0012968832502642453
leaf_count=394 266 414 145 256 1486 160
internal_value=0 -0.00289641 0.000642776 -0.00363313 0.00333994 0.00711744
internal_weight=0 0.00682541 0.00576314 0.00463696 0.00349972 0.00276038
internal_count=3121 2695 2281 2136 1880 426
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=8
num_cat=0
split_feature=49 15 51 52 42 2 3
split_gain=2.28015e-05 4.69101e-05 3.41551e-05 5.2291e-05 0.000109434 0.000146418 8.62529e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.10744000000000002 0.084050000000000014 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.022885320064490015 0.013269319895420207 -0.0058796022256442475 -0.0033909054705697009 0.012295464130078837 -0.037301416469967374 -0.029717034647154583 0.034691531988219157
leaf_weight=0.0011532109462680379 0.0011271522306193424 0.0011152007726027468 0.001457490682646691 0.0012837102641533264 0.0011536009091032279 0.0012643143891696573 0.0010047149369078376
leaf_count=226 377 199 789 480 779 187 84
internal_value=0 0.00874386 -0.00273617 -0.00566302 -0.010387 -0.00205521 0.0121488
internal_weight=0 0.00226841 0.00729098 0.00616383 0.00488012 0.00372652 0.00246221
internal_count=3121 425 2696 2319 1839 1060 873
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=8
num_cat=0
split_feature=147 151 4 52 2 0 16
split_gain=5.31506e-05 8.32634e-05 0.000125738 9.1782e-05 7.29727e-05 5.91106e-05 3.93731e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 0.096015000000000017 -0.10607499999999999 -0.037154999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.00043264855302463585 0.00041858977818753739 0.00015063259012498633 0.00065733872683018094 -0.00058561045892864072 3.8981461086471086e-06 -0.00037250868015755725 0.00050122361686637273
leaf_weight=0.001789432549514536 0.0010277101849943413 0.0014359038152791203 0.0010805581094902933 0.0010847230163611088 0.0010671346823618406 0.0019692231407613947 0.0014351312429167029
leaf_count=462 124 138 237 396 191 1245 328
internal_value=0 -4.99797e-05 3.48447e-05 -6.13552e-05 3.49093e-05 -0.000151906 0.000289131
internal_weight=0 0.00986211 0.00807267 0.00699212 0.00590739 0.00340513 0.00250227
internal_count=3121 2997 2535 2298 1902 1383 519
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=10
num_cat=0
split_feature=52 52 147 151 4 52 3 15 4
split_gain=9.48262e-05 8.57299e-05 8.20039e-05 0.000138972 0.00011526 6.6341e-05 0.000113263 9.23463e-05 0.000118467
threshold=-0.26636999999999994 -0.090859999999999982 0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.116045 -0.015744999999999999 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 -9
right_child=1 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00058664224478379562 0.00057551771957492742 -0.000559203430157513 0.00050171832212958338 -0.00052015225559673547 0.0006125321450059383 -0.00047934729032256192 -0.00013990813781202232 -3.5330031647465358e-05 0.00087679437670261135
leaf_weight=0.0010198335307147399 0.001035010345662204 0.0018312006285979444 0.0010547346631483148 0.0011039955369816033 0.0011568642621306033 0.001182714328859651 0.0018037937611683954 0.0010115704734203331 0.0011932258377264499
leaf_count=354 284 350 99 99 213 396 398 40 888
internal_value=0 3.74904e-05 -1.63748e-05 -7.52383e-05 4.36852e-05 -6.08497e-05 3.5963e-05 0.000189121 0.000458308
internal_weight=0 0.0113731 0.0103381 0.00928336 0.00745216 0.0062953 0.00511259 0.00400859 0.0022048
internal_count=3121 2767 2483 2384 2034 1821 1425 1326 928
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=10
num_cat=0
split_feature=1 16 131 51 16 4 16 0 16
split_gain=7.93302e-05 6.46814e-05 6.07028e-05 5.63637e-05 5.47371e-05 8.01352e-05 7.74303e-05 0.000167151 4.87102e-05
threshold=0.13686500000000004 -0.5315899999999999 1.0000000180025095e-35 -0.076794999999999988 0.0065250000000000004 -0.46376499999999993 -0.29154999999999992 -0.10151999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 8 -8
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.00049619540126325196 0.00050532016298436111 -0.00033669366117968657 -0.00045009812358370264 0.00044814028567053158 2.1499181070991062e-05 0.00077481596003676806 -0.00013151758205427589 -0.00076472581680357438 0.000433094850308758
leaf_weight=0.0011634570599573608 0.001048605255809053 0.0012104652483665617 0.001042113226602537 0.0011267291765929351 0.001144706502857553 0.0010326957121166574 0.0011608448852407102 0.0011254584484896445 0.0011893441727689033
leaf_count=125 169 438 463 175 85 256 88 1205 117
internal_value=0 -6.10504e-05 -4.99946e-06 5.30517e-05 0.000122637 0.000378781 1.45423e-06 -0.000143352 0.000154212
internal_weight=0 0.0101958 0.00903236 0.00799024 0.00677978 0.0021774 0.00460238 0.00347565 0.00235019
internal_count=3121 2952 2827 2364 1926 341 1585 1410 205
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=7
num_cat=0
split_feature=1 3 3 16 47 2
split_gain=2.40834e-05 4.29946e-05 7.09514e-05 3.17833e-05 5.67074e-05 8.79592e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 -0.5315899999999999 0.092530000000000015 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.0064522940861373931 -0.011073655216368499 -0.031423287695633254 0.0022311457564288305 0.033355487704172335 -0.0077664962282936803 -0.0018391443936124571
leaf_weight=0.001731018426923382 0.0010631276551616442 0.0012125157334822358 0.0012960034415922528 0.0014792426310250781 0.0014630033231098558 0.0013657424077033317
leaf_count=924 97 1165 89 410 177 259
internal_value=0 -0.00567058 -0.014036 0.00441136 0.00823276 0.0164602
internal_weight=0 0.00423954 0.00250852 0.00537112 0.00430799 0.00284499
internal_count=3121 2178 1254 943 846 669
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=7
num_cat=0
split_feature=4 12 0 52 4 15
split_gain=2.28993e-05 3.79905e-05 4.02936e-05 6.33703e-05 7.12052e-05 3.27503e-05
threshold=0.24564500000000003 0.09857500000000001 0.051010000000000007 -0.088204999999999992 -0.0016099999999999997 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.024221190216043034 0.017889412945567406 -0.020511806256817415 0.017043904846170445 0.017091803172797914 -0.011573504226610135 -0.0039359670266329617
leaf_weight=0.0011662300694666805 0.0014658124673961985 0.0010629522448998311 0.0011246363040352883 0.0017292241632454581 0.0017370324656984884 0.0012948886118654031
leaf_count=460 266 414 145 1286 390 160
internal_value=0 -0.00314225 6.47407e-05 -0.00405732 0.00272686 0.00765236
internal_weight=0 0.00682008 0.00575712 0.00463249 0.00346626 0.0027607
internal_count=3121 2695 2281 2136 1676 426
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=10
num_cat=0
split_feature=41 157 160 52 0 12 15 16 12
split_gain=7.14798e-05 6.78002e-05 0.000128127 0.000101908 0.000137127 8.69525e-05 6.50184e-05 0.000110278 6.20229e-05
threshold=0.075585000000000013 -0.06266999999999999 -1.0000000180025095e-35 0.10744000000000002 0.12113000000000002 0.090695000000000012 -0.095869999999999983 -0.071854999999999988 0.10645
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -7
right_child=-2 2 3 -5 -6 8 7 -9 -10
leaf_value=0.00048501872294315861 -0.00049439924451056075 -0.00055618185607434053 -0.00039303029450658844 0.00066042741379105762 -0.00060624501908482253 0.00079386222957369696 0.00054342506695738099 -0.00030183310609131834 0.00011153160150821294
leaf_weight=0.0011783539478800549 0.0010515123433168768 0.0014223998476589469 0.0013811894423406707 0.0010229418115924559 0.0011975507616175524 0.0010086917797785828 0.0012489009340616816 0.0011306855672863227 0.0010405193773737123
leaf_count=443 170 620 241 163 84 420 552 258 170
internal_value=0 4.15145e-05 -1.37708e-05 8.23038e-05 -2.08913e-06 0.000122439 -5.4628e-05 0.000141792 0.000447398
internal_weight=0 0.0106312 0.00945288 0.00803048 0.00700754 0.00580999 0.00376078 0.00237959 0.00204921
internal_count=3121 2951 2508 1888 1725 1641 1051 810 590
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=7
num_cat=0
split_feature=1 13 48 4 3 0
split_gain=2.35497e-05 4.19288e-05 3.15122e-05 5.20492e-05 3.99655e-05 3.08043e-05
threshold=0.11230000000000001 -0.0025349999999999995 0.092475000000000016 -0.0016099999999999997 -0.084074999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.012284133425951095 0.022965899786353133 -0.0014237434154161924 0.012567326223696924 -0.030746661686443334 0.010408978296196122 -0.0070819306444314355
leaf_weight=0.0012734740155762778 0.0010868070786149791 0.0020056249368353737 0.0010326178364125221 0.0010496980536508975 0.0019868855868719212 0.0011556200610617251
leaf_count=835 319 166 245 149 973 434
internal_value=0 0.00714777 -0.00345376 -0.00648059 0.00154521 -0.018346
internal_weight=0 0.00309243 0.0064983 0.00546568 0.00326036 0.00220532
internal_count=3121 485 2636 2391 1808 583
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=8
num_cat=0
split_feature=4 484 160 12 13 4 16
split_gain=7.70643e-05 7.3164e-05 0.000133076 9.28208e-05 8.35651e-05 0.000174931 7.7899e-05
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.00050251283856245514 -0.00058361080216682573 0.00051228996218402622 -0.00045220162869634488 0.00051129060468997091 -0.00048344945929325133 2.4911905736676397e-05 0.00063285199994680009
leaf_weight=0.0010857354360394389 0.0013380180353192188 0.0011527502350555533 0.0010720937129563941 0.0019539688747040353 0.0016733347345354896 0.0018199255866267828 0.0014607712643579089
leaf_count=156 604 349 285 432 979 166 150
internal_value=0 4.62924e-05 -1.13565e-05 8.4593e-05 0.000167901 3.24619e-05 0.000295605
internal_weight=0 0.0104709 0.00931811 0.00798009 0.006908 0.00495403 0.0032807
internal_count=3121 2965 2616 2012 1727 1295 316
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=9
num_cat=0
split_feature=1 43 3 13 47 13 1 43
split_gain=7.5369e-05 4.8264e-05 0.000137525 8.84795e-05 7.4627e-05 0.000123017 0.000143733 6.05171e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 1.0000000180025095e-35 0.030370000000000005 0.10508500000000001 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3
right_child=-2 4 -4 -5 -6 -7 -8 -9
leaf_value=-0.00058284635658820366 0.00048786474179528293 -0.00038023310347127815 0.000662366389344149 0.00018758926152234406 -0.00055830697953714091 -0.00066101977332103459 0.00060413847409310011 0.00020802203565218949
leaf_weight=0.001022825752716304 0.0010794366122574102 0.0017733945855664128 0.0012167872331474965 0.001303414852139897 0.0013948817728551312 0.0010189981379147813 0.0014309860671878616 0.0010829638293842355
leaf_count=634 169 790 378 367 193 164 150 276
internal_value=0 -5.68655e-05 0.000128228 -0.000151164 -0.000154727 -4.86375e-05 9.6911e-05 -0.000157201
internal_weight=0 0.0102443 0.00354303 0.00232624 0.00670122 0.00530634 0.00428734 0.00285636
internal_count=3121 2952 1379 1001 1573 1380 1216 1066
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=10
num_cat=0
split_feature=1 0 16 52 2 3 48 13 16
split_gain=8.89376e-05 6.37595e-05 8.65383e-05 9.56944e-05 9.05445e-05 0.00014968 9.52592e-05 0.000151985 0.000109142
threshold=0.13686500000000004 0.18019500000000002 0.24134000000000003 0.13796000000000003 0.098260000000000014 0.11924500000000002 0.085875000000000021 1.0000000180025095e-35 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.000766592208077418 0.00051251493964451968 0.00040218514305160485 -0.00064653386517226155 -0.00060952512524826182 0.00065029422565073013 -0.00023975450343871238 -0.00068182009801209798 -0.0006085174034828508 -6.3162438415032945e-05
leaf_weight=0.0010020006162479557 0.0011207455390291861 0.0010060825240050244 0.0010552840615884991 0.0010423139772899213 0.0017880841540441929 0.0012234914342640901 0.0010059257182325077 0.0011042737683790741 0.0015557840889310363
leaf_count=454 169 35 388 373 369 95 236 242 760
internal_value=0 -6.78358e-05 -0.000116202 -5.20352e-05 2.36305e-05 0.0002887 -0.000147381 -5.76468e-07 0.00026189
internal_weight=0 0.0107832 0.00977716 0.00872187 0.00767956 0.00301158 0.00466798 0.00366206 0.00255778
internal_count=3121 2952 2917 2529 2156 464 1692 1456 1214
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=9
num_cat=0
split_feature=159 2 3 159 12 151 48 3
split_gain=5.89622e-05 5.04003e-05 4.69587e-05 5.21086e-05 7.62766e-05 8.21432e-05 0.000148586 5.57705e-05
threshold=-0.032739999999999991 0.12358500000000001 0.13524500000000003 0.082585000000000006 0.09334000000000002 -0.0083949999999999979 0.085485000000000019 -0.081054999999999974
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00044758115517435433 -0.00026358069443963879 0.00040563298540523393 0.00036357049038345055 -0.00047176293286678211 -0.00037083565245613482 -0.00032026694065015183 0.00090441648976748341 0.00026319350108798783
leaf_weight=0.0010545655002024137 0.0015561876653306028 0.0012658301066129128 0.0011198456366397725 0.0010519973837361885 0.0016462707479470871 0.0010628207502830071 0.0010320599966126432 0.0015461391552026933
leaf_count=421 342 275 82 375 491 687 137 311
internal_value=0 3.92558e-05 -1.21868e-05 -6.54819e-05 -3.02732e-06 0.00011348 0.000274637 2.55073e-05
internal_weight=0 0.0102812 0.00901532 0.00789548 0.00684348 0.00519721 0.00364102 0.00260896
internal_count=3121 2700 2425 2343 1968 1477 1135 998
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=8
num_cat=0
split_feature=4 2 52 3 3 15 16
split_gain=2.40442e-05 5.27212e-05 3.86822e-05 3.847e-05 4.03385e-05 3.19728e-05 7.53564e-05
threshold=0.0061450000000000003 0.10855000000000002 -0.049749999999999996 0.013900000000000001 -0.10217499999999997 -0.11713499999999999 -0.29154999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4 -7
right_child=2 -3 5 -5 -6 6 -8
leaf_value=-0.017637374646404729 0.018698192279672732 0.013527546436907201 -0.01116637998496902 -0.025640490181295095 0.009722902671012508 -0.012158680955032313 0.025436623751904197
leaf_weight=0.0010446926657314104 0.0014127653574601382 0.0011088648126386475 0.0016464481824650244 0.0012377322052839271 0.0011129166173386054 0.0010259873220266262 0.0011099295001932223
leaf_count=234 218 269 300 143 1588 184 185
internal_value=0 -0.00540399 0.00457919 -0.0115867 -0.00352467 -0.000694449 0.00737772
internal_weight=0 0.00450421 0.00519513 0.00339534 0.00215761 0.00378237 0.00213592
internal_count=3121 2234 887 1965 1822 669 369
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=8
num_cat=0
split_feature=48 3 39 12 3 48 1
split_gain=3.59e-05 4.73075e-05 8.77128e-05 7.41793e-05 4.96784e-05 5.52737e-05 4.05778e-05
threshold=-0.032929999999999994 0.13524500000000003 0.0046100000000000004 0.09334000000000002 0.097915000000000016 0.083685000000000009 0.077565000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.017867743091199401 -0.021782404738027304 0.014004231043067514 0.020433501918433059 -0.027955177597057696 -0.022867712909405095 0.019759671246538692 0.005670354020382757
leaf_weight=0.0010021963250198924 0.0010016865052837032 0.0015034470150786768 0.0011028568527921096 0.001698697635058654 0.0010019886722836269 0.0011956624698782501 0.001164155337138447
leaf_count=180 937 171 311 756 88 224 454
internal_value=0 -0.00212295 -0.00550693 -0.0102261 -0.00332423 0.00250124 -0.00702635
internal_weight=0 0.00866849 0.00716505 0.00606219 0.00436349 0.0033615 0.00216584
internal_count=3121 2941 2770 2459 1703 1615 1391
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=7
num_cat=0
split_feature=4 12 12 151 3 15
split_gain=2.67991e-05 3.05974e-05 4.5913e-05 5.47181e-05 7.47693e-05 2.99944e-05
threshold=0.24564500000000003 0.09857500000000001 0.090455000000000021 -0.0052199999999999989 0.083060000000000009 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.01354196383151806 0.018068432681074605 -0.018992778645540567 0.017953222357290414 0.0017282316197139384 -0.027717848806262969 -0.0027872416629157884
leaf_weight=0.0012073167876749526 0.0014660581151031929 0.0010631536961410917 0.0010903065024388692 0.0019727671386375717 0.0015319562914552151 0.0013020231082869272
leaf_count=395 266 414 608 1099 179 160
internal_value=0 -0.0033969 -0.000539295 -0.00481823 -0.011143 0.00825854
internal_weight=0 0.0068655 0.00580235 0.00471204 0.00350472 0.00276808
internal_count=3121 2695 2281 1673 1278 426
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=9
num_cat=0
split_feature=1 42 43 0 12 2 151 2
split_gain=7.47285e-05 7.05087e-05 7.68421e-05 0.000122827 0.000100883 7.68773e-05 7.70841e-05 9.31052e-05
threshold=0.13686500000000004 -1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.098810000000000023 0.089885000000000007 -0.0083949999999999979 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -8
right_child=-2 2 4 -5 -6 6 7 -9
leaf_value=-0.00049925598773807676 0.00048016362476101693 -0.00011850409654909065 -0.00035437106767772538 0.00075378990700720018 -0.00060708487461260351 -0.00028909237917766156 0.00066935151872197227 -4.9874979974238982e-05
leaf_weight=0.001244136309606258 0.0010821291332457116 0.0013178797476416553 0.0016123334460154035 0.0011730272672668407 0.0012763362122934644 0.0010794048746400331 0.0014598919442099481 0.0013155863540226936
leaf_count=841 169 738 550 129 178 109 290 117
internal_value=0 -6.10569e-05 -2.01944e-06 0.00029228 -0.000110727 5.1496e-06 0.000155522 0.000328436
internal_weight=0 0.0104786 0.00923446 0.00249091 0.00674355 0.00546722 0.00385488 0.00277548
internal_count=3121 2952 2111 867 1244 1066 516 407
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=7
num_cat=0
split_feature=48 3 39 0 48 4
split_gain=2.88612e-05 4.35807e-05 7.62427e-05 6.70298e-05 8.9859e-05 4.27906e-05
threshold=-0.032929999999999994 0.13524500000000003 0.084405000000000008 -0.053834999999999994 0.085845000000000019 0.098655000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.016022326475593564 0.017009496444096824 0.013606371129943699 0.020282433612151065 -0.025196549140914955 -0.023683581389613975 -0.0079167172935967218
leaf_weight=0.0010010053613633838 0.0017958004485089086 0.0014959275990640581 0.0010108672287488015 0.0018611535141407568 0.0013598093081720495 0.0011171453655488286
leaf_count=180 1656 171 296 357 304 157
internal_value=0 -0.00191434 -0.00516397 -0.00935753 -0.00245828 0.00745003
internal_weight=0 0.0086407 0.00714478 0.00613391 0.00427276 0.00291295
internal_count=3121 2941 2770 2474 2117 1813
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=8
num_cat=0
split_feature=4 42 43 151 12 1 15
split_gain=2.48349e-05 3.24993e-05 8.89895e-05 5.40625e-05 4.37258e-05 2.96948e-05 2.79838e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.090455000000000021 0.094385000000000011 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.018858172547461836 0.01745091395260541 0.023791204850131399 0.012798596836236995 -0.033531361709076259 0.0024892490002048871 -0.010368142702082812 -0.0027102353749841497
leaf_weight=0.0011198519521552174 0.0014615180246311346 0.0012148928203174394 0.0010810721062603011 0.001036264141282097 0.0012055616401419125 0.0011878961681126843 0.001301561141993778
leaf_count=797 266 391 225 606 526 150 160
internal_value=0 -0.0032782 -0.000231014 -0.00670092 -0.0128473 -0.0211602 0.00795391
internal_weight=0 0.00684554 0.00572569 0.00451079 0.00342972 0.00222416 0.00276308
internal_count=3121 2695 1898 1507 1282 756 426
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=8
num_cat=0
split_feature=50 3 47 3 150 1 47
split_gain=2.36178e-05 4.12889e-05 3.6659e-05 4.4053e-05 8.74665e-05 9.81539e-05 4.23445e-05
threshold=1.0000000180025095e-35 -0.15447499999999995 0.077555000000000013 0.10542000000000001 0.087170000000000011 1.0000000180025095e-35 0.10980000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.02066111545508903 -0.014585996445810684 -0.014009179438317082 -0.026683026142193301 0.016434841172968249 -0.026325516261731102 0.024642695134452629 0.0020340044407587757
leaf_weight=0.0010082311849431399 0.0010003135088955039 0.0012018386232769535 0.0010241574752608527 0.0017574018680143362 0.0011089919226312788 0.0014492579175280327 0.0010297526517376301
leaf_count=171 627 1177 197 196 225 405 123
internal_value=0 0.00165074 -0.000880737 0.0033647 -0.00274407 0.00712039 -0.0122854
internal_weight=0 0.00857963 0.0075714 0.00551749 0.00376009 0.0026511 0.00205391
internal_count=3121 2494 2323 2003 1807 1582 320
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=8
num_cat=0
split_feature=16 160 16 151 1 4 2
split_gain=2.33132e-05 7.10245e-05 7.24195e-05 4.68015e-05 5.43134e-05 4.24655e-05 4.17477e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.38525000000000004 -0.0083949999999999979 0.094385000000000011 0.24564500000000003 0.098035000000000011
decision_type=2 2 2 2 2 2 2
left_child=3 -2 6 -1 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.01181785511721317 0.013624573088804257 -0.038964186447500188 0.0069429755751332194 -0.0076807495964935114 0.0033878020599262615 0.029742940449263705 -0.010666713688744261
leaf_weight=0.0012637244363296971 0.001407360938066348 0.001010976148783275 0.0011428823846211583 0.0011310014102993652 0.0010516374629780906 0.0014603489744904126 0.0010765216088196587
leaf_count=207 520 489 284 1076 146 219 180
internal_value=0 -0.00512429 -0.0132925 0.00476416 0.0105163 0.0187094 -0.0243712
internal_weight=0 0.00463774 0.00323038 0.00490671 0.00364299 0.00251199 0.0020875
internal_count=3121 1473 953 1648 1441 365 669
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=8
num_cat=0
split_feature=52 151 48 51 1 13 0
split_gain=2.27202e-05 3.44114e-05 4.62985e-05 7.50961e-05 6.47081e-05 7.75725e-05 7.49462e-05
threshold=0.15116000000000002 -0.083274999999999988 0.094275000000000012 1.0000000180025095e-35 0.111945 -0.084034999999999985 -0.070154999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.015301993756498737 -0.014048048700468864 0.01741581331972358 0.023331074795026857 -0.022552983552866404 0.022692678382750565 -0.032308621277585776 0.0040471000871710279
leaf_weight=0.0010474113230822214 0.001031921387677077 0.0013611604585289411 0.0010674770041317191 0.0011299669643719873 0.0015917801773578117 0.001053961424011607 0.0012273228358737494
leaf_count=345 377 415 220 286 279 883 316
internal_value=0 0.0016672 0.00405882 0.000826248 0.00587337 -0.00147682 -0.0127494
internal_weight=0 0.00847908 0.00743167 0.00636419 0.00523422 0.00364244 0.00228128
internal_count=3121 2744 2399 2179 1893 1614 1199
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=9
num_cat=0
split_feature=1 15 4 12 16 52 150 2
split_gain=7.30425e-05 7.09347e-05 9.29812e-05 9.13012e-05 7.26385e-05 0.000109582 7.11648e-05 0.000148014
threshold=0.13686500000000004 -0.11713499999999999 -0.49405499999999997 0.088245000000000004 -0.0034149999999999996 -0.087769999999999987 0.081835000000000019 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -4
right_child=-2 2 4 -5 5 -7 -8 -9
leaf_value=-1.3727663908241984e-05 0.00047659141876537546 -0.00052814026853062479 0.00015060438439918551 -0.00080766090862093584 -5.779259723335971e-05 0.00078645910131435956 0.00028505111093756776 -0.00071268009581800808
leaf_weight=0.0012529137991983909 0.0010821673780288246 0.0010216148295597001 0.001831741560848942 0.0010024538261675057 0.0011261864395023776 0.0012440304928763484 0.0017399885626199632 0.0013094327250412221
leaf_count=261 169 154 1026 112 396 275 289 439
internal_value=0 -5.83621e-05 2.56721e-05 -0.000366611 0.000103696 0.000385321 -3.30562e-05 -0.000209265
internal_weight=0 0.0105284 0.00827299 0.00225537 0.00725138 0.00237022 0.00488116 0.00314117
internal_count=3121 2952 2579 373 2425 671 1754 1465
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=7
num_cat=0
split_feature=49 15 3 4 15 0
split_gain=2.40891e-05 5.32008e-05 2.94092e-05 5.32536e-05 0.000131346 0.00011903
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.024131927742065282 -0.014457922924860199 -0.006583396826942956 -0.026529783029565664 0.017806165406160215 0.028167658115914249 -0.01576782009353311
leaf_weight=0.0011432832103391061 0.0016776495703015194 0.0011127593810859094 0.0016863780446601793 0.0013652093172895089 0.0014524733376296527 0.0010715486432357041
leaf_count=226 267 199 836 286 1194 113
internal_value=0 0.00898205 -0.00284957 0.000643281 -0.00492173 0.00951528
internal_weight=0 0.00225604 0.00725326 0.00557561 0.0042104 0.00252402
internal_count=3121 425 2696 2429 2143 1307
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=7
num_cat=0
split_feature=11 43 2 43 51 12
split_gain=2.0243e-05 4.71604e-05 4.72372e-05 5.64355e-05 6.98124e-05 3.72595e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.05259500000000001 0.084745000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.025941897120310583 -0.013432050082523779 -0.017611601692921659 -0.019050697244122474 0.020754520402784832 0.01402623184458833 0.0028122768998095921
leaf_weight=0.0011405466589513224 0.0010081969130489596 0.0017233385648340706 0.0015814309440249845 0.001158347546731814 0.0010697059555889528 0.0017887548019270673
leaf_count=282 199 827 361 230 132 1090
internal_value=0 0.00155814 -0.00387383 0.00234088 -0.0057045 0.011818
internal_weight=0 0.00846212 0.00553282 0.00380948 0.00265114 0.0029293
internal_count=3121 2922 1550 723 493 1372
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=8
num_cat=0
split_feature=4 484 160 42 43 16 0
split_gain=5.90264e-05 5.79827e-05 9.97497e-05 5.58935e-05 0.000106211 8.17977e-05 7.6473e-05
threshold=-0.49405499999999997 0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00044068920968776733 -0.00050954320007155416 0.00046846069581024343 -0.00034400293013524345 0.00060652969736607392 -0.00015186973113085812 -0.00041856159059180053 0.00041883433760582967
leaf_weight=0.0010620562159845475 0.0012968214513632255 0.0011077672686114976 0.0010306382390662819 0.0014901999420015759 0.0016590997917376184 0.00127450406717465 0.0019800234675701953
leaf_count=156 604 349 703 447 114 235 513
internal_value=0 4.58726e-05 -7.74253e-06 7.97884e-05 0.000147994 8.92952e-06 0.000158647
internal_weight=0 0.00983905 0.00873129 0.00743447 0.00640383 0.00491363 0.00363912
internal_count=3121 2965 2616 2012 1309 862 627
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=8
num_cat=0
split_feature=147 151 4 47 16 16 2
split_gain=2.06443e-05 6.08895e-05 5.93857e-05 3.83511e-05 4.48852e-05 7.92983e-05 4.82784e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 0.10783500000000001 0.16703000000000004 -0.095964999999999981 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.022317763581665841 0.013506410809726754 -0.019491759599775477 0.024219026373322829 0.014509335849493843 -0.022633854230633851 -0.0012898103501029462 0.027076845607817021
leaf_weight=0.0012193468360934935 0.0010063739911822444 0.0013919328785956362 0.0010186778904174403 0.0011675726916913305 0.0011843806206010207 0.0014647185907146368 0.0010162618634641137
leaf_count=408 146 382 242 133 357 1083 370
internal_value=0 -0.00164381 0.00183636 -0.00182649 -0.00559793 -0.000388148 0.0103298
internal_weight=0 0.00846289 0.00724354 0.00622487 0.00505729 0.00387291 0.00248098
internal_count=3121 2975 2567 2325 2192 1835 1453
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 13 2
split_gain=6.20818e-05 5.55498e-05 9.29379e-05 7.26545e-05 7.99191e-05 8.27207e-05 5.39844e-05 9.00206e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12005499999999998 0.10981000000000002 0.0076650000000000008 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00036699590744944757 0.00045288312513932805 -0.00047552194516120924 0.00055502208862936281 -0.00053265108071527375 -0.00017436582263035262 0.00062671444668795648 -0.00039366139788322784 0.00053341815168827091
leaf_weight=0.001738330896200002 0.0010483257905934693 0.0010227434086356995 0.0010788409946044224 0.001073265800769628 0.001578140479004452 0.0010104800113586807 0.0010072619416703343 0.0012288322257484998
leaf_count=462 124 403 237 396 905 144 173 277
internal_value=0 -4.93046e-05 1.97307e-05 -6.37135e-05 2.23572e-05 0.000127898 -4.25052e-06 0.000135487
internal_weight=0 0.0097379 0.00799956 0.00692072 0.00584746 0.00482471 0.00381423 0.00280697
internal_count=3121 2997 2535 2298 1902 1499 1355 1182
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=7
num_cat=0
split_feature=49 15 12 3 4 0
split_gain=2.11478e-05 4.41329e-05 2.68425e-05 9.2495e-05 4.38622e-05 3.78297e-05
threshold=-0.043469999999999995 -0.036009999999999993 1.0000000180025095e-35 0.11924500000000002 0.053180000000000012 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.021371223683812657 0.0026785791741791294 -0.006773259986198427 0.0016532296020233329 -0.019373080589401542 0.029677622933600708 -0.018927454506240112
leaf_weight=0.0012134799101359986 0.0013696584371052972 0.0010301242258703045 0.0017543576766392282 0.0011989770099103442 0.0010731965082987364 0.0018193293174098679
leaf_count=243 225 182 1861 154 208 248
internal_value=0 0.00844902 -0.00266705 0.00337489 0.0145398 -0.0088242
internal_weight=0 0.0022436 0.00721552 0.00364183 0.00244285 0.00357369
internal_count=3121 425 2696 587 433 2109
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=8
num_cat=0
split_feature=147 151 159 4 52 16 2
split_gain=0.000103249 7.99277e-05 9.96609e-05 0.000114189 8.87333e-05 0.00011483 8.38162e-05
threshold=0.089025000000000007 -0.0083949999999999979 -1.0000000180025095e-35 0.24564500000000003 -0.10925999999999998 -0.092484999999999984 0.096015000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.00042526604639179811 0.00054587590446295443 -0.00056542440700031206 -0.0005037412285850562 0.000540579888113924 -0.00037960314533977901 -4.5301173767444043e-05 0.00056117798326910714
leaf_weight=0.0019338286674927012 0.0011840841009080347 0.0010102509170727665 0.0012392706216613749 0.0016896663742359576 0.0014598248817928941 0.0016607930199594285 0.0018542761226337016
leaf_count=462 124 465 422 293 297 858 200
internal_value=0 -6.39105e-05 1.44823e-05 8.86047e-05 -3.42898e-05 8.26528e-05 0.00027463
internal_weight=0 0.0108479 0.00891408 0.00790383 0.00621416 0.00497489 0.00351507
internal_count=3121 2997 2535 2070 1777 1355 1058
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=7
num_cat=0
split_feature=51 2 16 52 0 12
split_gain=2.07647e-05 3.63124e-05 5.89303e-05 5.84767e-05 5.59298e-05 5.30249e-05
threshold=-0.076794999999999988 0.11093500000000002 -0.074319999999999983 0.089325000000000015 -0.10607499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.010264990204757758 0.017153649712810245 -0.0016596358107893131 0.029150378181326486 -0.01943278084158076 0.0092652692507922685 -0.022585698448258643
leaf_weight=0.0016391178857618075 0.0017473197177345651 0.0013988682542721417 0.0011161333351018959 0.0014830379231350315 0.001018322910246786 0.0010738671968443848
leaf_count=537 241 261 190 611 295 986
internal_value=0 0.00211143 0.0120135 -0.0025675 0.00394683 -0.00708301
internal_weight=0 0.00783755 0.002515 0.00532255 0.00383951 0.00209219
internal_count=3121 2584 451 2133 1522 1281
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=8
num_cat=0
split_feature=0 1 4 15 47 0 3
split_gain=2.14035e-05 3.89358e-05 5.38405e-05 5.79959e-05 5.80831e-05 5.88658e-05 2.3697e-05
threshold=0.041630000000000007 0.077565000000000009 -0.036839999999999991 -0.018314999999999994 0.092530000000000015 -0.15090499999999998 -0.116045
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.020742337152370224 0.019902648389171319 -0.020818098251539574 -0.005629965325391055 0.026011071151479194 -0.016574062374580544 0.022990986792109001 -0.0016996023398809955
leaf_weight=0.0010121580079162761 0.0010125964876972482 0.0010107009496165727 0.0015467483505767863 0.0010042552633161422 0.0015024650509080856 0.0013421866155615473 0.0010186328397543123
leaf_count=1554 129 467 134 141 212 361 123
internal_value=0 -0.00251607 0.000363543 0.00433124 -0.000626655 0.0076672 0.00906942
internal_weight=0 0.00741851 0.00640636 0.00539566 0.0043914 0.00288893 0.00203123
internal_count=3121 2869 1315 848 707 495 252
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=9
num_cat=0
split_feature=4 0 1 15 13 1 3 16
split_gain=4.68674e-05 0.000112056 4.68201e-05 8.82795e-05 4.16333e-05 7.34868e-05 4.40616e-05 7.46401e-05
threshold=-0.49405499999999997 0.051010000000000007 0.091615000000000016 -0.0063699999999999989 -0.091054999999999983 0.13265500000000002 -0.013929999999999998 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00040689411776577552 -0.00068208468736560769 0.00057578061237106653 0.00036793155286411728 4.1219640638667982e-05 0.00036356757393990387 -0.00045026295355432263 -0.00043034858797204507 0.00030722765308296258
leaf_weight=0.0010102124252300724 0.0011110929274979055 0.0012897450049915377 0.0012670853204188766 0.0015590637277693282 0.0015131985453098093 0.0012078057514074226 0.0010941594744280497 0.0010185270442631613
leaf_count=156 904 118 212 1034 361 124 120 92
internal_value=0 3.61392e-05 -4.32138e-05 -0.000259758 5.15623e-05 -3.13695e-05 0.000108167 -7.47628e-05
internal_weight=0 0.0100607 0.00877093 0.00267016 0.00610078 0.00483369 0.00362589 0.00211269
internal_count=3121 2965 2847 1938 909 697 573 212
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 0
split_gain=1.94897e-05 4.50734e-05 4.40983e-05 5.55121e-05 4.95319e-05 2.94797e-05
threshold=0.079915000000000014 -0.052894999999999991 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.020620913641433467 -0.013152605778438704 -0.017021680934052218 0.0065824752920176244 0.020534236297718798 -0.021018906827823591 0.00043895960237909425
leaf_weight=0.0016149904614827797 0.00101004233328839 0.0017268452737972577 0.0014534675403357622 0.0011552476842826053 0.0011763849028493881 0.0013115265868864647
leaf_count=1173 199 827 218 230 275 199
internal_value=0 0.00154622 -0.00377917 0.00226235 -0.00576417 0.0115763
internal_weight=0 0.00843846 0.00551195 0.0037851 0.00262985 0.00292652
internal_count=3121 2922 1550 723 493 1372
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=9
num_cat=0
split_feature=147 159 1 151 42 13 2 16
split_gain=6.38139e-05 6.44732e-05 0.00010673 7.4165e-05 8.22088e-05 8.16265e-05 8.99461e-05 3.53411e-05
threshold=0.089025000000000007 -1.0000000180025095e-35 0.13146500000000003 -0.0083949999999999979 0.085730000000000015 -0.13710499999999998 0.089885000000000007 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=-0.00049334395012098269 0.00044994689560103968 -0.00045396355013747138 0.00060524759955153673 -0.00029068748799351097 -0.00041755615979610769 -4.986731932260965e-05 0.00081428792695238206 0.00029771046751354916
leaf_weight=0.0011398141418677539 0.0010677243835205122 0.0015831526543846073 0.0010008371434296033 0.0012957461505966913 0.0013094800088129955 0.0017221313287778183 0.0010298461691237897 0.0010071171285744424
leaf_count=505 124 403 195 73 691 668 201 261
internal_value=0 -5.41385e-05 1.80644e-06 -7.41858e-05 2.02856e-05 0.000133711 0.000279999 0.000558881
internal_weight=0 0.0100881 0.00894831 0.00794747 0.00636432 0.00505484 0.00375909 0.00203696
internal_count=3121 2997 2492 2297 1894 1203 1130 462
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=8
num_cat=0
split_feature=147 151 52 12 15 48 3
split_gain=1.89145e-05 5.13941e-05 5.42532e-05 4.36249e-05 8.73075e-05 0.000101422 4.47248e-05
threshold=0.087350000000000025 -0.044604999999999992 0.11434500000000002 0.10345000000000001 -0.037864999999999989 0.085485000000000019 -0.086769999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.020587549261013846 0.012932880486524351 -0.03526646407432011 -0.018436573054018163 0.023312085935658599 -0.0014701947569738436 0.0087398968172059128 0.023611382991723232
leaf_weight=0.0012165466600695665 0.0010062238520111852 0.001091278162176955 0.0011359742138929031 0.0011083448181548545 0.0012626326321489962 0.0010069894841660714 0.0016271396351707839
leaf_count=408 146 498 456 242 486 210 675
internal_value=0 -0.001571 0.00162776 0.00536646 0.00137893 -0.0141472 0.0126525
internal_weight=0 0.00844891 0.00723236 0.00609638 0.00498804 0.00209827 0.00288977
internal_count=3121 2975 2567 2111 1869 708 1161
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=8
num_cat=0
split_feature=147 151 4 52 16 2 0
split_gain=5.23634e-05 7.41786e-05 7.28469e-05 6.28523e-05 7.4746e-05 7.20161e-05 7.80318e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.24564500000000003 -0.12005499999999998 -0.092484999999999984 0.10672500000000001 -0.026509999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00040586446993908453 0.00040490599338163764 -0.00050608745203841994 0.00036339986707994737 -0.00034890592048121219 0.00030825221209550253 0.0006075744255393551 -0.00034805043131599109
leaf_weight=0.001833985647046261 0.0010820021269273552 0.0010641027655316684 0.0019324065464320665 0.001541095345525754 0.0014817186619713043 0.0010238545016710504 0.0013143148795564253
leaf_count=462 124 402 318 380 1164 178 93
internal_value=0 -4.87639e-05 2.95989e-05 -7.07949e-05 1.56064e-05 0.000162665 -2.52073e-07
internal_weight=0 0.0101915 0.00835749 0.00642509 0.00536098 0.00381989 0.00279603
internal_count=3121 2997 2535 2217 1815 1435 1257
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=8
num_cat=0
split_feature=133 43 3 16 4 0 15
split_gain=1.89255e-05 3.76507e-05 4.83088e-05 3.31902e-05 8.45274e-05 4.60995e-05 7.00876e-05
threshold=0.088525000000000006 -0.067899999999999974 -0.075944999999999985 -0.056919999999999991 -0.033174999999999989 -0.10474999999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=3.4543955671210195e-05 -0.012644844549952678 -0.023226724560787143 0.026815301579879339 -0.03370587114062313 0.0055395960028023555 0.018979298286465426 0.012282264718781685
leaf_weight=0.0016341279316554949 0.0010565586284181907 0.0011106219364356293 0.0011458869605147368 0.0010260114308141607 0.0011799550959281243 0.0011829903993591496 0.0011128162829216577
leaf_count=664 713 153 263 322 253 620 133
internal_value=0 0.00155638 0.0110732 -0.00315766 -0.0127138 0.00303078 -0.00545471
internal_weight=0 0.00839241 0.00278001 0.0056124 0.00220597 0.00340643 0.00222344
internal_count=3121 2408 927 1481 575 906 286
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 42 2 0
split_gain=5.1462e-05 4.95833e-05 8.69504e-05 0.000105031 8.65831e-05 0.000103697 7.7118e-05 7.17216e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 0.075730000000000006 0.097220000000000015 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=3.3197888228881242e-05 0.00040349748109169226 0.00053254289094671007 0.00012099051026359329 -0.00061513541203321966 -0.00036685716405614307 -0.00026257289707776324 0.00076315162491498055 -0.00068235279492406635
leaf_weight=0.0011181962553856143 0.0010748695452913607 0.0011109494658302285 0.0016935901989188118 0.0010959665930206216 0.0014509716596523602 0.0013509362152661106 0.0012494330344843738 0.0010389307348753697
leaf_count=126 169 158 602 377 247 1022 173 247
internal_value=0 -4.77732e-05 2.37501e-05 -5.8877e-05 4.72411e-05 0.000187169 0.000393614 -0.000311431
internal_weight=0 0.010109 0.00795185 0.0068409 0.00574493 0.00429396 0.00294302 0.00215713
internal_count=3121 2952 2579 2421 2044 1797 775 373
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=8
num_cat=0
split_feature=3 2 15 15 0 4 0
split_gain=1.74114e-05 3.9561e-05 4.60312e-05 8.02501e-05 6.28786e-05 4.27617e-05 3.0769e-05
threshold=0.13524500000000003 0.11548000000000001 -0.11713499999999999 -0.095244999999999982 -0.060129999999999996 0.0049200000000000008 0.010870000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.022869741215706937 0.0097199825066106495 0.01510998692942085 0.024335755102009995 -0.03391762594513744 0.016214280918539072 -0.0051937516572811253 -0.0061261702202308156
leaf_weight=0.0011724458051457897 0.0015331965564503352 0.0011631492693724241 0.0010165533036345592 0.0010395920303118726 0.0011259104562383374 0.0010335653145551378 0.0013625741972049677
leaf_count=275 192 328 147 1578 119 278 204
internal_value=0 -0.00192321 -0.00485806 -0.0010723 -0.00673444 -0.0195974 0.00398173
internal_weight=0 0.00791379 0.00675064 0.0055782 0.00456164 0.00207316 0.00248848
internal_count=3121 2929 2601 2326 2179 1856 323
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=9
num_cat=0
split_feature=41 157 160 52 42 43 0 1
split_gain=6.30716e-05 9.1658e-05 9.37563e-05 9.68401e-05 0.000116542 0.000108615 0.000124348 6.24603e-05
threshold=0.075585000000000013 -0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.0060199999999999993 0.084740000000000024 -0.15931499999999996 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.00057297065516084421 -0.00046812533868552869 -0.00049034952708611277 -0.00062590417975731964 0.00058027877476264308 -0.0001912436391055772 -0.00046905539340517802 0.00011935078479116324 0.00072870829764025197
leaf_weight=0.0011297749690609487 0.0010068536744657257 0.0013778756951795387 0.0010536623075347237 0.0011863311484342116 0.0017054130269094098 0.0010867934549469637 0.0010769763412169621 0.0016188373363534648
leaf_count=443 170 620 634 191 119 72 516 356
internal_value=0 4.61993e-05 -1.91576e-05 6.48541e-05 -2.86179e-05 8.6057e-05 0.000223131 0.00048527
internal_weight=0 0.0102357 0.00910589 0.00772801 0.00654168 0.00548802 0.00440123 0.00269581
internal_count=3121 2951 2508 1888 1697 1063 991 872
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 0 13
split_gain=4.89254e-05 5.875e-05 9.98357e-05 6.56443e-05 8.3459e-05 9.73326e-05 3.2839e-05 3.1382e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.116045 -0.055064999999999996 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 -3
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00037794809558961719 0.00039856740574132569 -0.00054053579697911191 0.00057640721707757176 -0.00052207129313400127 -0.00026548998227640463 0.00067170660618032273 0.00021407339202162844 -7.3262854119985477e-05
leaf_weight=0.0017236321326829047 0.0010358973825968778 0.0010015291856107558 0.0010771088725661879 0.0010298776433209219 0.0011673896228448816 0.0011112261556000258 0.0013177671163197772 0.001232734029669917
leaf_count=462 124 501 237 396 187 916 129 169
internal_value=0 -4.98226e-05 2.14289e-05 -6.57033e-05 1.49058e-05 0.000199808 0.000423433 -0.000282722
internal_weight=0 0.00966126 0.00793763 0.00686052 0.00583065 0.00359638 0.00242899 0.00223426
internal_count=3121 2997 2535 2298 1902 1232 1045 670
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 0
split_gain=1.82463e-05 4.65825e-05 5.96195e-05 5.38521e-05 4.91497e-05 7.21712e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.020000245836678743 0.012489205014251522 -0.02044681680288175 0.021407802955994749 -0.0096484613628076404 -0.015524048597283275 0.020447043697913184
leaf_weight=0.0011799746999717206 0.001035970155233005 0.0010636364534187641 0.0015374330885381884 0.0014663929147814005 0.0014409594630159896 0.0017450723640400412
leaf_count=632 368 713 467 114 314 513
internal_value=0 -0.00157362 0.00142396 0.00518213 -0.000179775 0.00670508
internal_weight=0 0.00843347 0.00725349 0.00618986 0.00465242 0.00321147
internal_count=3121 2753 2121 1408 941 627
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=8
num_cat=0
split_feature=52 52 48 49 1 4 0
split_gain=9.34556e-05 8.58098e-05 8.44493e-05 0.00015042 0.000116452 8.65273e-05 9.16816e-05
threshold=-0.23798499999999997 -0.081429999999999989 -0.032929999999999994 -0.006494999999999999 0.111945 -0.0016099999999999997 0.047850000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00057224117121706182 0.00047337164320379518 0.00048990033974106323 -0.00060124517705627397 0.00051246838571316646 0.00044450645147363517 -0.00047932746075435176 -0.00023356624762554601
leaf_weight=0.0010131845091458135 0.0015752287911532251 0.0010879018761859064 0.0017448919901761313 0.0011273473505310581 0.0019684143156382273 0.0016745868037905251 0.0014452119228522981
leaf_count=385 386 119 294 1167 289 409 72
internal_value=0 5.10185e-05 -2.2509e-05 -9.25366e-05 5.0273e-05 -0.000132441 9.33612e-05
internal_weight=0 0.0106236 0.00904835 0.00796045 0.00621556 0.00424715 0.00257256
internal_count=3121 2736 2350 2231 1937 1648 1239
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=9
num_cat=0
split_feature=11 150 3 16 0 2 47 3
split_gain=1.71552e-05 3.1798e-05 4.05996e-05 5.66958e-05 5.9904e-05 6.36619e-05 2.6081e-05 2.23747e-05
threshold=0.079915000000000014 0.11456000000000001 -0.12018999999999998 -0.27167499999999994 -0.10607499999999999 0.097845000000000015 1.0000000180025095e-35 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.020905793839693355 -0.012323355626044984 -0.015301629163430903 -0.019146642378652129 0.028897869685015377 -0.024923569876689183 0.016673201578259512 -0.0024338516110343337 0.007886419410647728
leaf_weight=0.0011566594290169097 0.0010142636375690918 0.001000472588421464 0.0011889192356355008 0.0010194844641487864 0.0010422766167942992 0.0010270929953180375 0.0010205590812315556 0.0010078208087622303
leaf_count=141 199 121 273 131 1452 439 264 101
internal_value=0 0.00143928 0.00368358 0.000524726 0.0050951 -0.00366876 -0.0137971 0.0184526
internal_weight=0 0.00846329 0.00746281 0.00630615 0.00511723 0.00308993 0.00206284 0.00202731
internal_count=3121 2922 2801 2660 2387 2155 1716 232
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=8
num_cat=0
split_feature=4 15 151 0 13 47 43
split_gain=1.76415e-05 3.1186e-05 2.81993e-05 4.53937e-05 2.98181e-05 5.02583e-05 3.04864e-05
threshold=0.27287000000000006 -0.43375999999999998 -0.024429999999999997 -0.15350499999999997 -0.083364999999999981 0.092165000000000011 -0.091784999999999992
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.011955378749829569 -0.0042151060357219832 0.020539082128700221 -0.023973890180597798 0.0088531897357405093 -0.00432003656039985 0.008605057459613201 -0.028902514790390924
leaf_weight=0.0011695694024066363 0.0010134909581966203 0.0010222856862943633 0.0010457507456738705 0.0018965076943598352 0.0010004045193690813 0.0012815900096097978 0.0010177153078311815
leaf_count=451 167 185 118 604 292 168 1136
internal_value=0 0.00821546 -0.00229454 -0.00496458 -0.00113891 -0.00688187 -0.0167167
internal_weight=0 0.00203578 0.00741154 0.00624197 0.00519622 0.00329971 0.00201812
internal_count=3121 352 2769 2318 2200 1596 1428
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=7
num_cat=0
split_feature=47 4 15 12 52 2
split_gain=2.00916e-05 4.97849e-05 4.901e-05 4.56965e-05 3.67343e-05 4.86611e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 0.095330000000000012 1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019933939516868511 -0.013260263110519439 -0.0030137889037793134 0.025772520525412276 -0.021512627494885903 0.012428625594910286 0.005347733117459153
leaf_weight=0.0013496611069965443 0.0010229695572214091 0.0010209975140817542 0.0014057864608897496 0.0011218065236297805 0.0017574509926466071 0.00174650823980619
leaf_count=778 115 169 228 570 819 442
internal_value=0 0.00158281 0.0136615 -0.00332269 0.000881506 -0.00567288
internal_weight=0 0.00840221 0.00242678 0.00597543 0.00485362 0.00309617
internal_count=3121 3006 397 2609 2039 1220
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=9
num_cat=0
split_feature=4 0 1 47 15 48 1 15
split_gain=4.36258e-05 6.55113e-05 5.69427e-05 5.63992e-05 7.30402e-05 8.85294e-05 0.000115561 1.86405e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 0.092530000000000015 1.0000000180025095e-35 0.086260000000000017 0.10723500000000001 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.00038966936016038029 -0.00041900653198125942 0.00044585548430801491 0.00079107843022246807 -4.9680027387322877e-05 -0.0003062631280762005 -0.00017674090493656686 1.3092825632316559e-05 -0.00042497528103930545
leaf_weight=0.0010130365558746962 0.0012102878866672301 0.0013104735158817162 0.0016590577051332845 0.0010170045046989855 0.0010887039546405124 0.0012400056490982202 0.0013165852088679892 0.0010183036144232496
leaf_count=156 1537 118 224 113 412 155 268 138
internal_value=0 3.76229e-05 -2.4948e-05 4.0031e-05 0.000146501 0.000263429 0.000446856 -0.000237447
internal_weight=0 0.00986042 0.00854995 0.00733966 0.00530435 0.00421565 0.00297564 0.00203531
internal_count=3121 2965 2847 1310 1059 647 492 251
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=9
num_cat=0
split_feature=50 15 12 52 13 52 48 2
split_gain=6.31538e-05 5.98945e-05 4.32038e-05 6.15388e-05 7.80885e-05 9.3749e-05 9.59493e-05 5.0063e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.029094999999999999 0.10160000000000001 0.11596500000000001 -0.087769999999999987 0.085845000000000019 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00048584775615811662 -0.00047162471082170013 -0.00033916068515126577 -0.00047031006265372546 -0.00037191598716610922 0.00060257504068927578 0.00068789031178637073 -0.00025769863073700987 0.0001449133708749029
leaf_weight=0.0010282882772420171 0.0010328362461170049 0.0013347582782304258 0.0011589148477652534 0.0011548153058202624 0.0010716666711416949 0.0011510656836637772 0.001377205675461019 0.0015083333559623826
leaf_count=219 579 225 492 353 111 243 194 705
internal_value=0 3.81797e-05 -1.4389e-05 4.40173e-05 0.000120659 2.12551e-05 0.000162384 0.00037993
internal_weight=0 0.00978505 0.00875676 0.007422 0.00626719 0.00519552 0.0040366 0.0026594
internal_count=3121 2542 2323 2098 1745 1634 1142 948
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.87462e-05 5.21685e-05 8.50389e-05 4.17043e-05 5.76443e-05 4.85845e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.088930000000000023 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.032504249548908369 -0.011472651081348409 0.02742855640957817 0.0044639191736638691 0.020632024082482305 -0.014205107444817337 -0.00084673523295276042
leaf_weight=0.0010203596688410825 0.0012444786957309826 0.0010337594012078046 0.0015948042774293018 0.0016270164878010949 0.0014564644356722142 0.0014744346634052166
leaf_count=275 630 1096 301 239 401 179
internal_value=0 0.0016984 -0.00995997 0.0071509 0.00161851 0.010807
internal_weight=0 0.00820684 0.00261516 0.00559167 0.00396466 0.00250819
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 4
split_gain=5.15761e-05 7.53694e-05 8.31139e-05 7.68245e-05 7.18902e-05 0.00014895 5.20778e-05 1.08979e-05
threshold=0.088610000000000008 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12711499999999995 -0.016799999999999995 0.096540000000000015 0.055260000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00042173424247674121 0.00042088003381164971 -0.00040076067820102659 0.00054726882978678503 -0.0005345850317815614 -0.0001022775192434471 0.00019298526415628927 0.00074939109071847458 -0.00039095325671298522
leaf_weight=0.0016893533771107092 0.0010051329032920988 0.0011215446293899615 0.0010535363786422693 0.0010416567749167473 0.0010000072777446474 0.0013283383089365323 0.0012603976116385782 0.0010111845733426906
leaf_count=459 127 196 237 396 440 902 140 224
internal_value=0 -4.61749e-05 3.49918e-05 -4.4809e-05 4.43601e-05 0.000152889 0.000463887 -0.000247418
internal_weight=0 0.00950602 0.00781667 0.00676313 0.00572147 0.00459993 0.00258874 0.00201119
internal_count=3121 2994 2535 2298 1902 1706 1042 664
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=9
num_cat=0
split_feature=159 15 52 4 47 4 48 16
split_gain=6.60977e-05 6.64048e-05 7.62392e-05 6.48524e-05 4.877e-05 6.60011e-05 4.24104e-05 5.74955e-05
threshold=-0.032739999999999991 -0.24436499999999997 -0.21968999999999997 -0.0016099999999999997 0.092710000000000015 0.053180000000000012 0.082620000000000013 -0.0034149999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 7 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.0004705403443751048 0.00049869016991662307 -0.00050798617640221303 -0.00023558593547233451 -0.00037049434472574894 -0.00047641389095485923 0.00025289159062731831 0.00057605475604106883 0.00032321105648278807
leaf_weight=0.0010384494095772032 0.0011219502985504492 0.001034310426353143 0.0011298106064390608 0.0010581956723631372 0.0010849444219481717 0.001705187157681611 0.0010248695254123728 0.0018958065417459689
leaf_count=421 225 397 1033 207 128 265 229 216
internal_value=0 4.90637e-05 -7.40692e-06 5.81415e-05 -0.000124135 1.41754e-05 0.00023132 0.000114548
internal_weight=0 0.0100551 0.00893312 0.00789881 0.00384833 0.00276338 0.00405049 0.00302562
internal_count=3121 2700 2475 2078 600 472 1478 1249
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=8
num_cat=0
split_feature=47 4 15 52 16 2 3
split_gain=1.91091e-05 4.56428e-05 4.11687e-05 3.82943e-05 6.08922e-05 7.68865e-05 1.483e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.088204999999999992 -0.0094449999999999968 0.092875000000000013 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.019045527093589306 -0.012888365197254094 -0.0021372472122200988 0.024200994753325 0.0057219225420805089 0.0054475201180949314 -0.02805283042480311 0.022458138910816917
leaf_weight=0.0012093927346900832 0.0010303248280225221 0.0010264074699678515 0.0014069618221193643 0.0015603680521995027 0.0010304874228291546 0.0011865414785568352 0.0010196022404575711
leaf_count=618 115 169 228 1149 395 375 72
internal_value=0 0.00153761 0.0130914 -0.00314317 0.000866047 -0.00886725 0.0139077
internal_weight=0 0.00843976 0.00243337 0.00600639 0.004797 0.00274691 0.00205009
internal_count=3121 3006 397 2609 1991 1524 467
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=8
num_cat=0
split_feature=11 48 0 2 4 3 12
split_gain=1.87422e-05 2.87164e-05 0.000129098 5.70968e-05 5.5148e-05 5.79828e-05 6.26436e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 0.11237500000000002 0.25615500000000008 0.088060000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.01894207853662469 -0.012899667299519486 -0.013386387831238702 0.03328950733723187 0.017990135439710845 -0.027432382335164252 -0.021542107358696199 -0.011022687737096167
leaf_weight=0.0016176561087516644 0.0010103468806144022 0.0011418300897565459 0.0012318251945849235 0.0011431522982632003 0.0010269711044951263 0.0010433334166649044 0.0012267722239011722
leaf_count=313 199 79 479 343 162 84 1462
internal_value=0 0.00151324 0.0108364 -0.00213985 -0.00682202 -0.0013777 0.00601859
internal_weight=0 0.00843154 0.00237366 0.00605789 0.00491473 0.00388776 0.00284443
internal_count=3121 2922 558 2364 2021 1859 1775
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=7
num_cat=0
split_feature=2 4 1 42 49 0
split_gain=1.8857e-05 2.91174e-05 2.76747e-05 6.85158e-05 6.20746e-05 5.38017e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.12811000000000003 0.086665000000000006 -0.006494999999999999 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011799470730087634 -0.01764809298016622 0.012079755090646953 0.010067102364280808 -0.028948188420046508 0.024568914264387565 -0.0031498397856124698
leaf_weight=0.0011795102012170751 0.0015987661377603376 0.0012891359332581811 0.0011252682990737367 0.0011481855394161319 0.0010839333014712087 0.001978195159904628
leaf_count=199 315 259 93 965 198 1092
internal_value=0 -0.00172097 -0.0042866 -0.00706704 -0.00167674 0.00666205
internal_weight=0 0.00822348 0.00693435 0.00580908 0.00466089 0.00306213
internal_count=3121 2922 2663 2570 1605 1290
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=8
num_cat=0
split_feature=49 15 42 52 3 3 13
split_gain=2.14848e-05 4.66483e-05 3.06241e-05 3.25403e-05 5.37637e-05 6.61255e-05 4.43711e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.090395000000000017 0.10347000000000002 0.11296500000000002 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.022845881821293507 0.0064709492688678127 -0.0061252478907474197 -0.018112696272502882 0.013790672088753224 -0.020364897236473323 0.023546514184615445 -0.021624272678749959
leaf_weight=0.0011272911870956856 0.0012049169537321923 0.0010962738902704837 0.0010913289880323035 0.0013472013756079485 0.0013879703704010701 0.0010695917570685671 0.0010537151144339757
leaf_count=226 996 199 698 337 135 130 400
internal_value=0 0.00856238 -0.0026916 8.39842e-05 -0.00383139 0.00306358 -0.00663626
internal_weight=0 0.00222357 0.00715472 0.0060634 0.00471619 0.00332822 0.00225863
internal_count=3121 425 2696 1998 1661 1526 1396
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=7
num_cat=0
split_feature=0 3 0 0 1 3
split_gain=2.20057e-05 6.80073e-05 6.36352e-05 6.32172e-05 3.71552e-05 6.30646e-05
threshold=-0.060129999999999996 0.076840000000000006 -0.10151999999999999 0.11070500000000001 0.094385000000000011 0.11924500000000002
decision_type=2 2 2 2 2 2
left_child=2 3 4 -2 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.010750911879628545 0.025518770886679427 -0.015336510268917431 -0.024155734506811407 -0.0058656968840590136 0.020772947931735477 -0.010506207507649058
leaf_weight=0.0015346684387178605 0.0017627277665443995 0.0010956829737563175 0.001227347092157275 0.0010092919817519556 0.001671221884956295 0.0010492754197343451
leaf_count=290 307 125 1936 141 188 134
internal_value=0 0.00575496 -0.00409561 0.0140917 0.00169047 0.00870881
internal_weight=0 0.0038677 0.00548251 0.00277202 0.00425517 0.0027205
internal_count=3121 573 2548 448 612 322
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=8
num_cat=0
split_feature=52 2 0 48 13 16 13
split_gain=2.0949e-05 3.38565e-05 4.30439e-05 3.14602e-05 3.98431e-05 9.35607e-05 2.14981e-05
threshold=0.15116000000000002 0.098260000000000014 -0.14920999999999998 0.085130000000000025 1.0000000180025095e-35 -0.022939999999999999 -0.091904999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.029335373664535265 -0.013550997885600897 -0.0057363488160040686 0.028210188514899506 -0.0191432901214653 -0.012308556773360804 -0.010994690258544505 0.0084916043727557618
leaf_weight=0.0011243903692455903 0.0010188099846229733 0.0012426230987313811 0.0010171675305237649 0.0010436426038467517 0.0014843643413664886 0.0011777338526175903 0.0012113603917159343
leaf_count=860 377 127 137 290 278 498 554
internal_value=0 0.00164303 0.00917643 -0.00377082 0.000466187 0.00870309 0.0174918
internal_weight=0 0.00830128 0.00347115 0.00483013 0.00378649 0.00230212 0.00222853
internal_count=3121 2744 818 1926 1636 1358 691
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=7
num_cat=0
split_feature=49 15 42 15 12 16
split_gain=1.88878e-05 4.54221e-05 2.92668e-05 5.40778e-05 9.33632e-05 8.7003e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.084050000000000014 -0.037864999999999989 1.0000000180025095e-35 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.022204686411941732 0.0061583261944438356 -0.0065353802472936156 -0.013720122877855817 0.028141552671331671 -0.0078281369142953854 -0.032074694602429669
leaf_weight=0.0011189346724575708 0.0014286414376733243 0.0010813457021123822 0.0017568182036510095 0.0014656729988090009 0.0014214423276398527 0.0010202373891246516
leaf_count=226 297 199 1226 174 719 280
internal_value=0 0.00808015 -0.00252516 0.00116067 0.0104322 -0.00977009
internal_weight=0 0.00220028 0.00709281 0.00533599 0.00288712 0.00244888
internal_count=3121 425 2696 1470 893 577
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 3
split_gain=4.9502e-05 6.65743e-05 3.91666e-05 6.84044e-05 4.79825e-05 9.03192e-05 2.27281e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00025659919926252563 -0.00041823652354015009 0.00050071867432150536 -0.00045893876940839593 0.00019674666768850971 -0.00026672957357625496 -0.00027099878445109446 0.00057903973845545016
leaf_weight=0.0015972616703911723 0.0010090329639349761 0.0010640172150271901 0.0014713165953509234 0.0013642181697664348 0.0015936778051340926 0.0013324028902562744 0.001064401312562753
leaf_count=207 579 322 1189 295 169 277 83
internal_value=0 3.85738e-05 -1.98038e-05 -8.4481e-05 1.84091e-05 0.000139232 0.000364296
internal_weight=0 0.0094873 0.00842328 0.00682602 0.0053547 0.00376102 0.00242862
internal_count=3121 2542 2220 2013 824 655 378
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=7
num_cat=0
split_feature=159 160 42 43 16 0
split_gain=1.94928e-05 5.50864e-05 4.93666e-05 8.42995e-05 4.54688e-05 4.65175e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.021993170659850906 0.011460439904797535 -0.018896442930181223 0.026311606835151425 -0.0077523134470071295 -0.016462012870606137 0.017157508868130732
leaf_weight=0.0011604831023063053 0.0012763024438356653 0.0010056338379337715 0.0014177170632318926 0.0014353726363419738 0.0014190227679900251 0.0015693116593261005
leaf_count=684 527 645 384 109 299 473
internal_value=0 -0.0018464 0.0015682 0.0050913 -0.00170941 0.0052578
internal_weight=0 0.00800754 0.00684706 0.00584142 0.00442371 0.00300468
internal_count=3121 2594 1910 1265 881 582
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=7
num_cat=0
split_feature=484 160 12 1 12 4
split_gain=1.94722e-05 4.11336e-05 5.24726e-05 5.58293e-05 6.74045e-05 5.17384e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 0.091200000000000017 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019176078081388936 0.012987045947037028 -0.019858358114263994 0.0066156337968807464 0.025921636674610667 -0.0025110375603597038 -0.021236213082120037
leaf_weight=0.0011498394126614681 0.0010243745308495542 0.001012562200172212 0.0014709809612262138 0.0018773659410882314 0.0014999452470850043 0.0012202526001593469
leaf_count=632 368 301 523 216 235 846
internal_value=0 -0.00163302 0.00121564 0.00473193 0.013294 -0.00601288
internal_weight=0 0.00823095 0.00708111 0.00606854 0.00337731 0.00269123
internal_count=3121 2753 2121 1820 451 1369
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=7
num_cat=0
split_feature=0 3 0 47 1 0
split_gain=1.90416e-05 5.79391e-05 5.61728e-05 5.25831e-05 7.99901e-05 6.1248e-05
threshold=-0.060129999999999996 0.076840000000000006 0.11070500000000001 0.092530000000000015 0.094385000000000011 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.014002863324931529 0.023958651219130649 -0.014206882062368488 -0.0057624627494902237 -0.022209208328712735 -0.0016818792113262656 0.030764092981156645
leaf_weight=0.0018603936991338135 0.0017426286173135722 0.0010825260354574446 0.0010012991476610238 0.0012090545010401792 0.001219337959789831 0.0011127167938022346
leaf_count=1820 307 125 141 270 110 348
internal_value=0 0.00538404 0.013113 -0.00383635 0.00146218 0.0137994
internal_weight=0 0.00382645 0.00274393 0.0054015 0.00419245 0.00233205
internal_count=3121 573 448 2548 2278 458
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=9
num_cat=0
split_feature=147 151 4 52 3 15 2 4
split_gain=4.48621e-05 7.0767e-05 8.91958e-05 6.41292e-05 8.27973e-05 0.00015699 5.80313e-05 1.06093e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12711499999999995 -0.016799999999999995 0.096540000000000015 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00039928128628880964 0.00038358085245941828 -0.00043581497885098987 0.00056030600340978764 -0.00049334810761220431 -0.00011600086856972065 0.00018549609897825287 0.00077001935217826652 -0.00039912229642864581
leaf_weight=0.0017647055099956005 0.0010442923139527818 0.0011585385880261223 0.0010739074045556674 0.0010500563672793898 0.0010124292897347991 0.001351717087680759 0.0012633036652285002 0.0010230774673380891
leaf_count=462 124 196 237 396 433 902 140 231
internal_value=0 -4.41462e-05 3.48537e-05 -4.74144e-05 3.31933e-05 0.000150033 0.000467876 -0.000258302
internal_weight=0 0.00969774 0.00793303 0.00685912 0.00580907 0.00465053 0.00261502 0.00203551
internal_count=3121 2997 2535 2298 1902 1706 1042 664
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=7
num_cat=0
split_feature=0 43 49 51 150 0
split_gain=1.86986e-05 4.16773e-05 4.80524e-05 4.37343e-05 3.40621e-05 3.13303e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 0.097810000000000022 -0.13843999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.018438931073567044 0.0085513420642178151 -0.023966366945746938 0.024900714466895724 0.013846942791313988 0.0014541459063565627 -0.007957638189328823
leaf_weight=0.0013206607255492765 0.0019975222335240185 0.0010243309333520614 0.0010853272385149214 0.0011311817787658638 0.0010859129048098153 0.0015785907965018013
leaf_count=295 252 346 404 171 164 1489
internal_value=0 -0.0023796 0.00121188 0.00793839 -0.0108852 0.00114458
internal_weight=0 0.007226 0.00590534 0.0037951 0.00211024 0.00270977
internal_count=3121 2869 2574 2064 510 1660
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=7
num_cat=0
split_feature=49 15 42 2 0 16
split_gain=2.0106e-05 4.92782e-05 3.22931e-05 5.03102e-05 3.47427e-05 6.77707e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.084050000000000014 0.11389000000000002 -0.10151999999999999 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.023069961184618827 0.018795820911624982 -0.007009850604909329 -0.014422751605664802 -0.016978723534791882 -0.018847377307265996 0.01354958164632088
leaf_weight=0.0011151323725734936 0.0014730523853181323 0.001064574132070792 0.0017418101186080469 0.0011738108658897973 0.0011327782291109792 0.0015017002083484601
leaf_count=226 228 199 1226 229 756 257
internal_value=0 0.00837891 -0.00261517 0.00127902 0.00649654 -0.000380527
internal_weight=0 0.00217971 0.00702315 0.00528134 0.00410753 0.00263448
internal_count=3121 425 2696 1470 1241 1013
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=7
num_cat=0
split_feature=49 15 42 52 2 3
split_gain=1.63417e-05 4.01447e-05 2.69311e-05 3.40494e-05 5.00581e-05 0.000117493
threshold=-0.043469999999999995 -0.040804999999999994 0.090395000000000017 0.10347000000000002 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.020874439222132203 -0.012906018406307757 -0.0063119775217896773 -0.01692750329308166 0.014472692976067869 -0.019684571713874856 0.025834022383612949
leaf_weight=0.001109494342072739 0.0019010655025965934 0.0010640773167192022 0.0010744270622314875 0.0013152957406539706 0.0013833408772135698 0.0013309824393373199
leaf_count=226 1226 199 698 337 295 140
internal_value=0 0.00756526 -0.00236007 0.000279031 -0.00376589 0.00304743
internal_weight=0 0.00217357 0.00700511 0.00593068 0.00461539 0.00323205
internal_count=3121 425 2696 1998 1661 1366
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=8
num_cat=0
split_feature=50 15 52 16 4 150 0
split_gain=6.46998e-05 6.9099e-05 6.20673e-05 8.02722e-05 7.97034e-05 7.20124e-05 9.90437e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.12005499999999998 -0.013324999999999998 -0.10429499999999998 0.081835000000000019 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00051301514780942629 -0.00046049267749923299 -0.0004511172311314463 -0.00067647632115019744 1.260153606854122e-05 0.00064606332800956764 0.00021857736192730333 3.2240947049021964e-05
leaf_weight=0.0010745144925101121 0.0010866903822532156 0.0010924563643153412 0.0013955862139920375 0.0017249595192437859 0.0013702889271259254 0.0016330168704948881 0.0016597515282147958
leaf_count=219 579 443 175 119 511 181 894
internal_value=0 4.33963e-05 -1.34546e-05 4.79729e-05 0.00029304 -0.00011382 -0.00029148
internal_weight=0 0.00995057 0.00887606 0.0077836 0.00309525 0.00468835 0.00305534
internal_count=3121 2542 2323 1880 630 1250 1069
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=6
num_cat=0
split_feature=52 2 43 0 0
split_gain=1.73935e-05 3.15016e-05 4.18861e-05 5.34389e-05 3.78255e-05
threshold=0.15116000000000002 0.098260000000000014 -0.074359999999999996 -0.11991499999999998 -0.11991499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0078351559136152962 -0.012441362333705585 -0.0027984574476389622 0.003995498056581631 -0.023448919557076783 0.018353471107588233
leaf_weight=0.0018869514182918434 0.0010030400583947467 0.0015366048386098144 0.0012700328334011128 0.0016075330606216435 0.0018796144893978507
leaf_count=788 377 235 144 994 583
internal_value=0 0.00151104 -0.00374349 -0.0113361 0.0088394
internal_weight=0 0.00818074 0.00476452 0.00287757 0.00341622
internal_count=3121 2744 1926 1138 818
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=7
num_cat=0
split_feature=15 1 52 4 2 150
split_gain=1.72607e-05 2.94933e-05 5.24831e-05 5.70685e-05 6.11636e-05 5.05422e-05
threshold=-0.24436499999999997 0.12811000000000003 -0.088204999999999992 -0.0016099999999999997 0.10060500000000001 0.085395000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.011204948125546593 -0.0247567335141953 0.012864377984855081 0.020327605179948985 -0.020773483494917963 -0.010096579907586398 0.0067105398274738149
leaf_weight=0.0011932543693307608 0.0010526654381500669 0.0011852122626090453 0.0018516445934216067 0.0017865274999325489 0.0010274229679457807 0.0010697572237368773
leaf_count=253 619 117 1327 489 181 135
internal_value=0 -0.00169081 -0.0042322 -0.000465134 0.00947044 -0.01048
internal_weight=0 0.00797323 0.00678802 0.00573535 0.00287907 0.00285628
internal_count=3121 2868 2751 2132 1508 624
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=8
num_cat=0
split_feature=52 13 51 0 1 47 2
split_gain=1.62793e-05 3.94757e-05 5.32147e-05 2.96762e-05 4.12653e-05 4.48647e-05 2.5274e-05
threshold=0.11434500000000002 -0.23438999999999996 0.086685000000000012 -0.062294999999999996 0.089875000000000024 0.090100000000000013 0.086885000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=0.019261316551347888 -0.010432757519845974 -0.020568991173924325 -0.022085104533822158 0.00067475305418830027 0.017416756545733627 -0.011305379226093549 0.020652094851890051
leaf_weight=0.0011003362267328586 0.0012878243191738322 0.0010063274447605396 0.0010303528814384474 0.0012641453978151718 0.0011562386369661536 0.0010267960552365122 0.0012690022604291995
leaf_count=137 501 1336 260 132 352 133 270
internal_value=0 0.00169733 -0.00116461 0.00260218 -0.00381566 0.00390723 0.0106826
internal_weight=0 0.0078532 0.00675286 0.00572251 0.00318936 0.00218303 0.00253315
internal_count=3121 2620 2483 2223 1821 485 402
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=8
num_cat=0
split_feature=50 160 12 133 42 2 4
split_gain=5.64561e-05 6.57194e-05 8.38014e-05 5.85135e-05 8.66826e-05 5.25306e-05 0.000120503
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 1.0000000180025095e-35 0.090310000000000015 0.10045500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037318457980771392 -0.00042876062441871214 -0.00050693632467636981 -0.00066788899860349173 -0.00035983427313501928 0.00063323985530796417 0.00028837829212538594 0.00015868674159513258
leaf_weight=0.0018978670066280316 0.0010712902368910883 0.0012149429999387465 0.0010703123611572394 0.0011103238347741811 0.0010768006780426873 0.0017117439773393938 0.0018504483853019451
leaf_count=626 579 276 491 535 211 284 119
internal_value=0 4.50159e-05 -3.25016e-05 5.20207e-05 0.000132117 1.56334e-05 -0.000144212
internal_weight=0 0.00993244 0.00803457 0.00681963 0.00570931 0.0046325 0.00292076
internal_count=3121 2542 1916 1640 1105 894 610
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=9
num_cat=0
split_feature=4 0 42 16 0 16 150 15
split_gain=6.39072e-05 7.75575e-05 9.14022e-05 7.29855e-05 5.77822e-05 0.000102572 6.8527e-05 2.6446e-05
threshold=-0.49405499999999997 -0.019414999999999998 -1.0000000180025095e-35 -0.008069999999999999 -0.11756999999999999 -0.056919999999999991 0.081835000000000019 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 7 -4
right_child=1 3 4 -5 5 -7 -8 -9
leaf_value=-0.00046093423855421694 -0.00060565774221631088 9.0311933730472827e-06 -0.00011942678239957497 0.00068727197385065944 0.00061553429693060179 -0.00013514710722469436 0.00022665553460638973 -0.00051761358033935198
leaf_weight=0.0010812002346028545 0.0010099227997157111 0.0012303947378930662 0.0013024225388781263 0.0012097720568372923 0.0014074880601308471 0.0013918098886583955 0.0013777520673971949 0.0012632842274858946
leaf_count=156 817 102 140 119 679 825 131 152
internal_value=0 4.04188e-05 -5.55384e-05 0.000345286 2.68579e-05 0.000242296 -0.000126073 -0.000315483
internal_weight=0 0.0101928 0.00775268 0.00244017 0.00674276 0.0027993 0.00394346 0.00256571
internal_count=3121 2965 2744 221 1927 1504 423 292
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=9
num_cat=0
split_feature=159 51 160 12 2 3 2 43
split_gain=5.24677e-05 7.53276e-05 9.18932e-05 5.95729e-05 8.54077e-05 9.12386e-05 7.06229e-05 5.12531e-05
threshold=-0.032739999999999991 0.095050000000000009 0.086870000000000017 -0.029094999999999999 0.084245000000000014 -0.097604999999999983 0.10613000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -5
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.0004179858747846681 -0.00033200381974523392 0.00055193403224379099 -0.00057076493073464059 0.00071076625660072899 0.00030793639977287396 9.2910727963049409e-05 -0.00058039558002020346 0.0001662237769892336
leaf_weight=0.0010382411843712367 0.0012693477003188234 0.001013455544868481 0.0010051480000992522 0.0011668796897254139 0.0016502242186232433 0.0010559050492539924 0.001383941424384216 0.0015436106030255791
leaf_count=421 284 214 291 196 242 820 248 405
internal_value=0 4.49252e-05 -1.1695e-05 5.794e-05 0.000130724 -4.81567e-05 -0.000289005 0.000400652
internal_weight=0 0.0100885 0.00907506 0.00806991 0.00680056 0.00409007 0.00243985 0.00271049
internal_count=3121 2700 2486 2195 1911 1310 1068 601
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=9
num_cat=0
split_feature=48 48 51 47 1 2 3 13
split_gain=5.94883e-05 8.23364e-05 8.27157e-05 7.09229e-05 9.00258e-05 5.78171e-05 0.000132544 2.07463e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.077555000000000013 0.11230000000000001 0.10559 -0.012304999999999998 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=4.1117426962595067e-05 -0.00044914600176353608 0.00052127638291767488 -0.00053319279742044547 -0.0003149260557043233 0.00061280799702502975 -0.00030612264154185949 0.00063763881847642753 -0.0003533720195427999
leaf_weight=0.0010476483893116593 0.0010414691933529037 0.0012169793299732475 0.0010723077692457745 0.0016339002184748283 0.0012562297163249709 0.0014368158180105076 0.0013592852845871707 0.0010034668889924644
leaf_count=1263 114 251 320 221 254 331 153 214
internal_value=0 4.32125e-05 -2.28279e-05 4.79028e-05 0.000145033 2.38014e-05 0.0001628 -0.000151879
internal_weight=0 0.0100266 0.00880965 0.00773735 0.00610345 0.00484722 0.0034104 0.00205112
internal_count=3121 3007 2756 2436 2215 1961 1630 1477
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=9
num_cat=0
split_feature=4 0 1 4 3 2 49 0
split_gain=4.68382e-05 6.3948e-05 5.95708e-05 4.5934e-05 6.50403e-05 6.08389e-05 4.85036e-05 4.626e-05
threshold=-0.49405499999999997 0.051010000000000007 0.077565000000000009 0.0061450000000000003 0.11296500000000002 1.0000000180025095e-35 -0.0060549999999999988 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 7 -4 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00040314230848636893 -0.00042013794366618253 0.00044732665556663175 -0.00051060848032659638 -0.00021743668211450046 -0.00021635317490154943 0.00058822275037045729 8.0775644803665145e-05 0.0003564213457095042
leaf_weight=0.0010281340165095828 0.0012483383229784997 0.001269058380964889 0.0010040551161548186 0.0010663239430638203 0.0013794513985263563 0.0014900555289102816 0.0011370236861406573 0.0010943490619525465
leaf_count=156 1557 118 207 130 142 227 530 54
internal_value=0 3.70125e-05 -2.48328e-05 4.398e-05 0.000146362 0.000283416 -0.000196553 7.3214e-05
internal_weight=0 0.00968866 0.0084196 0.00717126 0.00503018 0.00365073 0.00214108 0.00216067
internal_count=3121 2965 2847 1290 553 411 737 184
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=8
num_cat=0
split_feature=133 42 43 159 52 1 0
split_gain=1.92666e-05 3.70886e-05 4.24637e-05 6.78283e-05 5.71399e-05 7.3795e-05 4.69968e-05
threshold=0.088525000000000006 0.086375000000000021 -0.13868499999999997 0.076905000000000015 1.0000000180025095e-35 0.11212500000000002 -0.17169499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.020669072055907959 -0.01270123120916187 0.015302738489967336 0.014691573530304961 0.024873432255782001 0.013247361024223778 -0.032417502150648057 -0.015127872893054195
leaf_weight=0.0010000775542928593 0.0010614946211402439 0.0015952038595291023 0.0010631803871790923 0.0010309371152082015 0.0014093237361783137 0.0010644218877539852 0.0010510074461268888
leaf_count=146 713 705 91 318 472 125 551
internal_value=0 0.0016152 -0.00168358 0.00169556 -0.00351265 -0.0109437 -0.000132303
internal_weight=0 0.00821415 0.00661895 0.00561887 0.00458793 0.00317861 0.00211419
internal_count=3121 2408 1703 1557 1239 767 642
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=9
num_cat=0
split_feature=50 15 3 15 150 2 3 15
split_gain=5.3366e-05 5.11284e-05 4.40311e-05 5.00849e-05 0.000146039 9.35954e-05 0.000104137 7.22771e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 -0.016799999999999995 0.081835000000000019 0.10559 -0.084074999999999997 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 -4
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.0004514696431419508 -0.00043141354896297015 0.00036459667446035098 -0.00021151292571281607 -0.00018998062298589819 0.00029660000410567451 -0.00036724158835088112 0.00061788665794397751 -0.00089409233113711239
leaf_weight=0.0010198607184211646 0.001038845584793645 0.0010419455967387563 0.0013519594140401589 0.001005234535778928 0.0013280761693159342 0.0011617240515343795 0.0015740238721925061 0.0010672394587997412
leaf_count=219 579 163 264 518 259 154 516 449
internal_value=0 3.6547e-05 -1.30607e-05 -6.56094e-05 -0.000225833 9.48841e-05 0.00030303 -0.000512636
internal_weight=0 0.00955006 0.0085302 0.00748826 0.00374728 0.00374098 0.00257926 0.0024192
internal_count=3121 2542 2323 2160 972 1188 1034 713
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=7
num_cat=0
split_feature=2 13 16 151 160 1
split_gain=2.25957e-05 3.19479e-05 7.53892e-05 6.1192e-05 0.000101979 9.38542e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 -0.0083949999999999979 -1.0000000180025095e-35 0.099660000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.013081076419127147 -0.018077424010344113 0.010987471200445029 -0.0296475170050522 -0.019282007234394508 -0.001502298130406237 0.03428104342870484
leaf_weight=0.0011510815692055776 0.0014325508622679353 0.001556869339965323 0.0010397818976216507 0.0011512397451739604 0.0015127077997622571 0.0014220122689098105
leaf_count=199 437 205 395 632 1060 193
internal_value=0 -0.00189034 -0.0049474 -0.00029347 0.00594164 0.0158364
internal_weight=0 0.00811516 0.00655829 0.00551851 0.00408596 0.00293472
internal_count=3121 2922 2717 2322 1885 1253
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=9
num_cat=0
split_feature=50 15 12 43 16 16 49 2
split_gain=8.71532e-05 7.20703e-05 5.43442e-05 5.80672e-05 0.00016092 8.34964e-05 9.03399e-05 5.53401e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.029094999999999999 -0.20207499999999998 0.22339500000000004 -0.0007049999999999999 -0.043469999999999995 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.00053489330054013601 -0.00053675066672669199 -0.00036668082454087577 0.00046528955378626486 0.00033306650354177666 -0.00069766656462463643 0.00056427057400505688 1.6025423086977457e-05 -0.00059827028032282369
leaf_weight=0.0010686223491369216 0.0010634522530161275 0.0013478108712590125 0.0011551994463476151 0.0016832124683628575 0.0010914436324526797 0.0012845221648939593 0.0012263807160328417 0.0010436331925084022
leaf_count=219 579 225 129 226 363 245 774 361
internal_value=0 5.3949e-05 -4.24125e-06 6.10279e-05 -1.27576e-05 0.000129964 -1.11554e-05 -0.000266395
internal_weight=0 0.00990082 0.0088322 0.00748439 0.00632919 0.00523775 0.00395323 0.00227001
internal_count=3121 2542 2323 2098 1969 1606 1361 1135
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=7
num_cat=0
split_feature=2 4 47 52 16 51
split_gain=1.83976e-05 3.07874e-05 2.72303e-05 5.7076e-05 8.35846e-05 6.5934e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.11312500000000002 -0.088204999999999992 -0.008904999999999998 0.081440000000000026
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.011794279150252695 -0.027866865865216018 0.012599850865157546 0.010587669771679832 -0.024697057297707759 0.013854611771241998 0.0071386027380977504
leaf_weight=0.001152435556953396 0.0010715435587410962 0.001268438350204658 0.0010340032602006617 0.0018069870773559787 0.0019089884070924139 0.0010165185581098362
leaf_count=199 578 259 127 1277 403 278
internal_value=0 -0.0017089 -0.00436314 -0.00702666 -0.00230797 -0.0132356
internal_weight=0 0.00810648 0.00683804 0.00580404 0.00473249 0.00282351
internal_count=3121 2922 2663 2536 1958 1555
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 3 1
split_gain=5.56084e-05 5.23321e-05 0.000103977 8.33344e-05 7.06568e-05 8.19695e-05 4.9838e-05 2.47427e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.10925999999999998 0.10855000000000002 -0.086769999999999986 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00036410770918516314 0.00042933187698550448 -0.00045197836574748901 0.00058744871462980462 -0.0005874981700605545 -0.00032612785332580808 0.00061441480236039501 0.00035818738304892661 -4.3491769271004198e-05
leaf_weight=0.0017018898639922335 0.0010190942300034858 0.0010082769531712214 0.0010559535768856626 0.0010304128864475244 0.0012909468745736417 0.001011426597326592 0.0011546238662810079 0.0012047899443904022
leaf_count=462 124 424 237 396 449 153 554 322
internal_value=0 -5.27412e-05 1.55778e-05 -7.45454e-05 1.86727e-05 0.000120468 -1.6393e-05 0.000153078
internal_weight=0 0.00945832 0.00775643 0.00670048 0.00567006 0.00466179 0.00365036 0.00235941
internal_count=3121 2997 2535 2298 1902 1478 1325 876
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=9
num_cat=0
split_feature=50 15 160 15 150 3 4 16
split_gain=7.91152e-05 5.58386e-05 4.05106e-05 5.49614e-05 0.000146071 0.00010681 7.99062e-05 6.82727e-05
threshold=0.086580000000000004 -0.24436499999999997 0.092070000000000013 -0.016799999999999995 0.081835000000000019 -0.070649999999999977 -0.42529999999999996 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8
right_child=-2 2 -4 6 -6 -7 7 -9
leaf_value=0.00047467347176352478 -0.0005047373588259337 0.00011753234205011605 -0.0003693567717955295 -0.00026686191325488309 0.0004685172399675267 -0.00070175297040091895 8.3921844268747644e-05 0.00067120338809766641
leaf_weight=0.0010717611962860517 0.001089207978995632 0.0010035121350962977 0.0010074638591811838 0.0010300458631382911 0.001112447183775166 0.0015672642603845799 0.0015913469987950744 0.0014586327245403687
leaf_count=219 579 400 233 151 241 236 843 219
internal_value=0 5.21865e-05 5.59574e-07 4.85649e-05 -0.000125077 -0.000381942 0.000205319 0.000364785
internal_weight=0 0.00984247 0.00877071 0.00776325 0.00368322 0.00257078 0.00408003 0.00304998
internal_count=3121 2542 2323 2090 877 636 1213 1062
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=7
num_cat=0
split_feature=52 13 3 150 3 1
split_gain=1.86368e-05 3.87066e-05 5.03788e-05 5.40295e-05 5.85535e-05 5.33886e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 -0.14989499999999997 0.095025000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.019007250789500676 -0.011097764138171184 -0.012889273151004394 -0.018960932897919076 -0.015424098700923232 0.0041571568960045956 0.029865216344221221
leaf_weight=0.0011209562772148251 0.0013080422445626754 0.0010028457025571791 0.0012761534809794389 0.0012316406196836629 0.0019770789838243017 0.001365903338158276
leaf_count=137 501 188 137 231 1603 324
internal_value=0 0.00178045 -0.00103711 0.00306396 0.00830361 0.0146612
internal_weight=0 0.00797458 0.00685362 0.00557747 0.00434583 0.00334298
internal_count=3121 2620 2483 2346 2115 1927
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=9
num_cat=0
split_feature=4 0 1 457 151 52 2 12
split_gain=5.60776e-05 8.06624e-05 7.3799e-05 5.1112e-05 8.8658e-05 6.64682e-05 9.54827e-05 6.69305e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.045365000000000009 -0.0077149999999999988 0.089325000000000015 1.0000000180025095e-35 0.098330000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00044399142168665806 -0.00046777364304023726 0.00050095983991143883 -0.00055458411937353482 0.00041001746635298931 -0.000447252836394772 -0.00036348431676481329 0.00052227356280804558 0.00025166861277362392
leaf_weight=0.0010292150743867546 0.0012673626321710431 0.0012563910335984122 0.0010245683863645862 0.001225988300366819 0.0010295062692783508 0.0010346632298750564 0.0018327511854226769 0.0010787532777773307
leaf_count=156 1560 114 169 162 382 211 277 90
internal_value=0 3.72495e-05 -3.13435e-05 4.51992e-05 -2.93416e-05 7.88139e-05 0.000194934 -8.9629e-05
internal_weight=0 0.00974998 0.00849359 0.00722623 0.00600024 0.00497567 0.00394101 0.00210826
internal_count=3121 2965 2851 1291 1129 960 749 472
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=8
num_cat=0
split_feature=49 2 42 52 16 3 0
split_gain=2.01657e-05 4.37717e-05 3.22302e-05 2.78882e-05 5.94153e-05 3.50218e-05 5.11982e-05
threshold=-0.043469999999999995 0.092235000000000025 0.090395000000000017 0.10347000000000002 0.071345000000000006 0.097915000000000016 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0053359968490141428 0.025957198868570758 0.022909486142195328 -0.018460034774641226 0.013004041516016732 -0.023913779412742107 -0.011921757219129563 -0.0031152020932616337
leaf_weight=0.0011336536248946847 0.0010665974046563868 0.001063204810305053 0.0010888286080981994 0.0013319256091837428 0.0010840522268099513 0.001112796375897682 0.0014019574857138816
leaf_count=212 173 213 698 337 329 124 1035
internal_value=0 0.00833386 -0.00263206 0.000241548 -0.00340202 0.00280677 0.00944621
internal_weight=0 0.00219686 0.00708616 0.00599733 0.0046654 0.00358135 0.00246855
internal_count=3121 425 2696 1998 1661 1332 1208
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=8
num_cat=0
split_feature=147 0 133 13 2 15 3
split_gain=5.58716e-05 8.13369e-05 8.14648e-05 5.94269e-05 0.000110301 9.93683e-05 7.57898e-05
threshold=0.089025000000000007 -0.019414999999999998 1.0000000180025095e-35 -0.010384999999999998 0.11215000000000001 -0.091604999999999978 -0.077774999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00032554205238473648 0.00043388885702278754 0.0004990009950019441 -0.00019502469719478359 0.00026378913174887066 -0.00082393729364236526 -0.00045336698424120392 0.00034600616880963364
leaf_weight=0.0011063965781560731 0.0010313491031967445 0.0017218061811598757 0.0010448316665229299 0.0014263425492043284 0.0011534123506790161 0.0015500558145567374 0.0015531439433531275
leaf_count=1100 124 245 98 159 151 591 653
internal_value=0 -4.64835e-05 0.000236899 -0.000161961 -0.000309174 -0.000109693 6.66351e-05
internal_weight=0 0.00955599 0.00276664 0.00678935 0.00412981 0.0029764 0.00265954
internal_count=3121 2997 343 2654 901 750 1753
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=8
num_cat=0
split_feature=52 0 15 3 4 13 1
split_gain=1.85135e-05 3.56392e-05 4.18244e-05 5.32222e-05 0.00012518 3.36538e-05 3.9586e-05
threshold=0.11434500000000002 -0.076234999999999983 -0.11713499999999999 0.090900000000000009 0.033845000000000007 -0.061684999999999997 0.10797500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -7
right_child=-2 5 3 -5 -6 6 -8
leaf_value=-0.020946997208014378 -0.011028650309575623 0.022983942369961902 -0.032827779182892994 0.01837875847135835 0.016734444009976621 0.013033475156383922 -0.012819554370839346
leaf_weight=0.0011229302183107461 0.0013141418911606301 0.0011785012872710552 0.0010302721551566564 0.0011791224735551295 0.0010083835738045144 0.0014419763847443579 0.0010050958726318838
leaf_count=279 501 291 1200 127 196 401 126
internal_value=0 0.00178222 -0.00433063 0.00146809 -0.00831274 0.00910082 0.00241476
internal_weight=0 0.00796628 0.00434071 0.00321778 0.00203866 0.00362557 0.00244707
internal_count=3121 2620 1802 1523 1396 818 527
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=8
num_cat=0
split_feature=48 12 2 3 16 52 4
split_gain=5.06415e-05 6.12739e-05 7.08867e-05 8.44228e-05 6.57972e-05 4.67525e-05 9.85549e-05
threshold=-0.032929999999999994 0.092355000000000007 0.10222000000000002 0.10893000000000001 0.051380000000000002 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.00039667835847923086 -0.00047489585223605264 -0.00058597551064879959 0.000749141823157979 1.9169145015324424e-05 3.0152929790933464e-05 0.00034329545029688867 -0.00036760098818893383
leaf_weight=0.001089099156940109 0.0010129657728602049 0.0014369321590320004 0.0010065106504530026 0.0015428101626958433 0.0012426854040455994 0.0016090369689615116 0.0014039800340218361
leaf_count=180 293 572 285 161 323 968 339
internal_value=0 -5.03219e-05 5.15278e-05 0.000307373 -0.000300243 -0.000110478 1.2038e-05
internal_weight=0 0.00925492 0.0065753 0.00254932 0.00267962 0.00402598 0.00301302
internal_count=3121 2941 2046 446 895 1600 1307
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=7
num_cat=0
split_feature=4 151 0 2 15 12
split_gain=1.98043e-05 3.6188e-05 4.02034e-05 2.74937e-05 5.24152e-05 2.67898e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.15350499999999997 0.10097500000000002 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.013880596435975542 0.0087898891071674073 -0.02348514098641527 -0.014625231417241848 -0.012366207402448074 0.022309704494180019 0.00079277639324458319
leaf_weight=0.0011429604099312705 0.0019963903802385314 0.0010334691598795917 0.0011063286183783405 0.0016713802174176014 0.0011884906426488447 0.0011276662055096313
leaf_count=451 352 118 506 497 206 991
internal_value=0 -0.00245468 -0.00550178 -0.00185323 0.00328082 0.0118338
internal_weight=0 0.0072703 0.00612733 0.00509387 0.00342249 0.00231616
internal_count=3121 2769 2318 2200 1703 1197
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=8
num_cat=0
split_feature=48 3 39 12 3 48 0
split_gain=5.49293e-05 6.12893e-05 9.81691e-05 8.60833e-05 5.83373e-05 6.88481e-05 4.16754e-05
threshold=-0.032929999999999994 0.13524500000000003 0.0046100000000000004 0.09334000000000002 -0.10831999999999999 0.085845000000000019 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00040443325396685047 0.00025262067576933204 0.00029187556882173443 0.00037555810219025681 -0.00056843838689910097 0.0002484837891438615 -0.00058544857268191277 -0.00028728594334301262
leaf_weight=0.0011414386465998074 0.0014525539800897716 0.0016712970724416772 0.0012904650114809986 0.0019022508014980843 0.0011586028005498613 0.0012417728319179177 0.0010771317563280315
leaf_count=180 189 171 311 756 92 209 1213
internal_value=0 -5.00769e-05 -0.000120435 -0.000214117 -7.74026e-05 -0.000215253 -9.63925e-06
internal_weight=0 0.00979407 0.00812278 0.00683231 0.00493006 0.00347751 0.00223573
internal_count=3121 2941 2770 2459 1703 1514 1305
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 16 16
split_gain=0.00010222 6.64682e-05 7.36316e-05 5.88091e-05 5.67445e-05 7.95479e-05 0.000137909
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.22339500000000004 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00052358499634090887 -0.00057305226534605318 -0.00033209052316436171 -0.00031823289706845858 0.00052182066730667529 0.00034958048138515016 -0.00056350890889137395 0.00046707329423907861
leaf_weight=0.0010643074786452983 0.0010856911789717495 0.0019480709842126494 0.0018076767657010241 0.0010703395148287951 0.0015261355320861682 0.0010396761865040798 0.0016395307679779453
leaf_count=219 579 337 817 216 116 346 491
internal_value=0 6.01248e-05 5.50838e-06 9.83551e-05 2.29767e-05 -8.81119e-05 5.52676e-05
internal_weight=0 0.0100957 0.00903143 0.00708336 0.00601302 0.00448688 0.00344721
internal_count=3121 2542 2323 1986 1770 1654 1308
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=8
num_cat=0
split_feature=147 151 4 47 4 15 2
split_gain=1.81689e-05 4.38913e-05 6.60289e-05 3.2803e-05 4.4164e-05 2.78285e-05 4.07732e-05
threshold=0.087210000000000024 -0.044604999999999992 0.36766000000000004 0.10783500000000001 0.033845000000000007 -0.0040799999999999994 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.019443995925062303 0.012688134329190102 0.013753797763474665 0.024976232597829433 0.012787281830158462 -0.02203432377320225 -0.02102628559347524 0.0041533558927001049
leaf_weight=0.0011783534412054151 0.0010021845946711619 0.0010002481515008076 0.0010174860389179571 0.0011369427489959037 0.0012815781667416437 0.00106211367601261 0.0016301037974017726
leaf_count=406 149 538 242 133 341 1039 273
internal_value=0 -0.00156545 0.00138992 -0.00253723 -0.00604004 -0.00048875 -0.00578033
internal_weight=0 0.00830683 0.00712847 0.00611099 0.00497404 0.00369247 0.00269222
internal_count=3121 2972 2566 2324 2191 1850 1312
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=9
num_cat=0
split_feature=4 0 1 47 4 1 15 16
split_gain=6.00755e-05 7.37058e-05 5.87475e-05 4.25564e-05 6.74215e-05 0.000113407 1.81799e-05 1.24306e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.092530000000000015 0.0061450000000000003 0.11507500000000002 -0.10091499999999999 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 -6
right_child=1 -3 3 6 5 -7 -8 -9
leaf_value=-0.00045439195748774247 -0.0004049657428617146 0.00048679708811339936 -0.00015016650609478134 -8.7076129595298906e-06 0.00075727716097709905 -0.0001454211823441163 -0.00038085800191171604 0.00044874223592668424
leaf_weight=0.0010265852396289269 0.00129998152378215 0.0012602528887236215 0.0019207001057614166 0.0010146782833220561 0.0010016164794156568 0.0012731765273379021 0.0010040876941817887 0.0010065850148972544
leaf_count=156 1560 114 662 113 99 219 138 60
internal_value=0 4.42094e-05 -2.12505e-05 4.78305e-05 0.000141602 0.000312385 -0.000193807 0.000602628
internal_weight=0 0.00978108 0.00852083 0.00722084 0.00520208 0.00328138 0.00201877 0.0020082
internal_count=3121 2965 2851 1291 1040 378 251 159
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=7
num_cat=0
split_feature=49 15 42 15 12 16
split_gain=1.83303e-05 4.17174e-05 2.77413e-05 2.44431e-05 0.000106387 0.000101797
threshold=-0.043469999999999995 -0.036009999999999993 0.090395000000000017 -0.037864999999999989 1.0000000180025095e-35 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.020527996109530166 0.0082044943357822489 -0.0071144202816413402 -0.01716949583337956 0.025364447530422263 -0.010802612283534626 -0.031499825404594832
leaf_weight=0.0011991424025290234 0.0017095187667815557 0.0010023162644516078 0.0010912634996457365 0.0015192499911284713 0.0017503758966861275 0.0010377245383976716
leaf_count=243 388 182 698 179 1022 409
internal_value=0 0.0079425 -0.00250031 0.0001602 0.00600261 -0.00679314
internal_weight=0 0.00220146 0.00710813 0.00601687 0.00326963 0.00274724
internal_count=3121 425 2696 1998 1201 797
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=8
num_cat=0
split_feature=4 0 157 16 0 151 2
split_gain=7.46122e-05 9.72878e-05 6.44156e-05 0.000160707 0.000115326 7.40099e-05 6.95532e-05
threshold=-0.49405499999999997 0.056435000000000006 -0.06266999999999999 -0.056919999999999991 -0.059114999999999994 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00049035390505760429 0.00041972091132081363 0.0005553355808447742 -0.00029065838915628473 -0.0009230304704543412 -9.2810535991917964e-05 -7.0081360299423564e-06 0.00052977064326710965
leaf_weight=0.001079160632068474 0.0011058934482259782 0.0012876971956105295 0.0012649300390263963 0.0012162113855875118 0.0013655554268700314 0.0018762206182132335 0.0018365287097053893
leaf_count=156 399 114 180 782 126 856 508
internal_value=0 5.24524e-05 -2.22777e-05 -8.6939e-05 -0.000483908 0.000118957 0.000258512
internal_weight=0 0.00995304 0.00866534 0.00755945 0.00258177 0.00497768 0.00371275
internal_count=3121 2965 2851 2452 908 1544 1364
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=7
num_cat=0
split_feature=484 160 42 43 16 0
split_gain=1.78804e-05 3.96532e-05 5.18748e-05 5.34421e-05 4.83891e-05 5.68341e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018761111575474377 0.012435226998305455 -0.019445461600842935 0.020952872571532444 -0.0083348669612837573 -0.016084760877098567 0.018578763201232244
leaf_weight=0.0011546368036541846 0.001024423128160294 0.001038312393087425 0.0015238551200139018 0.0014528210456698503 0.0014089462830677866 0.001705982275200748
leaf_count=632 368 713 467 114 314 513
internal_value=0 -0.00156921 0.00121489 0.00473644 -0.000673547 0.00620044
internal_weight=0 0.00828455 0.00712992 0.0060916 0.00456775 0.0031588
internal_count=3121 2753 2121 1408 941 627
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=7
num_cat=0
split_feature=52 2 160 12 43 15
split_gain=1.85612e-05 3.564e-05 3.3917e-05 4.16629e-05 4.55323e-05 6.95943e-05
threshold=-0.081429999999999989 0.088055000000000008 1.0000000180025095e-35 0.10016000000000001 -0.00045499999999999995 -0.015039999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.0046621694825071409 -0.0083838897027004883 0.021853363509514452 -0.01914665803677371 -0.014257148213077539 0.00084595975034937863 0.032116510375940849
leaf_weight=0.0010264540009937058 0.0016596108502479022 0.001001521183863354 0.0010354327950671764 0.0014783081798514439 0.0019669389004944859 0.0011152440276538545
leaf_count=288 1174 483 243 302 288 343
internal_value=0 0.0084326 -0.00238905 0.000400515 0.00497021 0.0121608
internal_weight=0 0.00202798 0.00725553 0.0062201 0.00474179 0.00308218
internal_count=3121 771 2350 2107 1805 631
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=8
num_cat=0
split_feature=4 0 1 4 47 1 49
split_gain=5.62693e-05 7.15121e-05 7.9622e-05 6.05851e-05 8.08323e-05 0.000115096 5.12364e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.0061450000000000003 0.092530000000000015 0.11507500000000002 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00042409859297233408 -0.00046144114374260873 0.00049386265843373806 -0.00052847509678877755 0.00067055769813278651 -0.00014295023262294405 -9.0212765071467913e-05 8.1105598065520017e-05
leaf_weight=0.0010406070915408025 0.0012706015277771949 0.0012476886603608088 0.001002624567549998 0.0019679648405507284 0.0018099449071193778 0.0012503047963280645 0.0011248881141973149
leaf_count=156 1560 114 208 159 175 219 530
internal_value=0 5.57535e-05 -9.11746e-06 7.11991e-05 0.000188558 0.000374997 -0.000206169
internal_weight=0 0.00967402 0.00842633 0.00715573 0.00502821 0.00321827 0.00212751
internal_count=3121 2965 2851 1291 553 378 738
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.72012e-05 4.54398e-05 8.38588e-05 3.69742e-05 7.04363e-05 2.58643e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0077735664753085729 -0.011658081448586431 -0.032711421211708634 0.0042772415016496708 0.023654696608249155 0.0070921393885933215 -0.014504421599721021
leaf_weight=0.0016999206004059157 0.0011815559494350869 0.0011798116562180463 0.001275652551215381 0.0017268803560528696 0.0011558261344746463 0.0010659642589917924
leaf_count=924 165 1165 89 488 161 129
internal_value=0 -0.0047944 -0.0134952 0.00386147 0.00850537 -0.0032694
internal_weight=0 0.00415538 0.00245546 0.00513023 0.00394867 0.00222179
internal_count=3121 2178 1254 943 778 290
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=7
num_cat=0
split_feature=50 160 12 4 15 13
split_gain=7.24255e-05 4.59357e-05 6.71514e-05 6.41039e-05 0.000108166 0.000101789
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.095869999999999983 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032301071851288503 -0.00050068806670148223 -0.00046620487660329902 0.00027735805062789387 -0.00012185734054328436 0.00054470598207732716 -0.00047322753005921982
leaf_weight=0.0018283580552974164 0.0010428341397196008 0.0011216056250034781 0.0011719950649190616 0.001816454138311349 0.0019309738701355536 0.0017054924017045061
leaf_count=625 597 274 283 179 252 911
internal_value=0 4.34598e-05 -2.25207e-05 5.25955e-05 0.000221609 -0.000167515
internal_weight=0 0.00957488 0.00774652 0.00662492 0.00374743 0.00287749
internal_count=3121 2524 1899 1625 431 1194
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=7
num_cat=0
split_feature=1 42 3 0 49 3
split_gain=1.63361e-05 3.79998e-05 9.50427e-05 3.54142e-05 5.14711e-05 2.99962e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10151999999999999 -0.006494999999999999 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.029318462378736188 0.0088986361113171774 -0.023879318473109704 -0.012409590935553355 -0.017303394373777259 0.014354948812069888 -0.00084804595874421506
leaf_weight=0.0010663774567445791 0.0016814816279285029 0.0011801360369270582 0.001315822844866487 0.0013703517867420722 0.001582900329287493 0.0010857793965105924
leaf_count=200 279 130 141 868 190 1313
internal_value=0 -0.00199375 0.00261392 -0.00405664 0.00220567 -0.0128432
internal_weight=0 0.00760137 0.00533545 0.00426907 0.00289872 0.00226592
internal_count=3121 2842 1399 1199 331 1443
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=7
num_cat=0
split_feature=49 15 16 3 2 12
split_gain=1.93548e-05 4.3538e-05 2.89285e-05 5.22536e-05 6.76055e-05 6.64251e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 0.10613000000000002 0.090455000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.021988426225749057 -0.021892135313160949 -0.0062467470130775707 0.011782987091770043 -0.0030859962875869409 -0.015616144215277739 0.028684281978822203
leaf_weight=0.0011188227494733577 0.0014508157964684739 0.001066886561417478 0.0011729153138518647 0.0016328311678970753 0.0017128663501939888 0.0011024172527673412
leaf_count=226 188 199 300 1213 362 633
internal_value=0 0.0082063 -0.00256033 -0.00541228 -3.71464e-05 0.00971873
internal_weight=0 0.00218571 0.00707185 0.00589893 0.00444811 0.00273525
internal_count=3121 425 2696 2396 2208 1846
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=9
num_cat=0
split_feature=50 15 15 51 12 3 4 2
split_gain=5.86836e-05 6.77519e-05 5.46039e-05 6.496e-05 6.70228e-05 7.06808e-05 0.000133979 3.90747e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 0.09857500000000001 0.10299500000000002 -0.0024449999999999997 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00051624722856308247 -0.00044547892391304272 -0.00030547799331503435 -0.00029210883003549033 0.00069423182945276051 -0.00027783120528334862 0.00073358950324342825 -0.00041631864094137972 0.00016200016864826423
leaf_weight=0.0010511257365281067 0.0010326364675604027 0.0018904220847943626 0.0014734365827865255 0.001059428093512968 0.0010183792921605022 0.0010149887401265769 0.0010966174227168175 0.001061930454067331
leaf_count=219 579 337 403 811 234 91 247 200
internal_value=0 4.62825e-05 -1.10571e-05 7.17084e-05 0.000173789 0.000282441 0.000140144 0.000427802
internal_weight=0 0.00966633 0.0086152 0.00672478 0.00525134 0.00423296 0.00321798 0.00212136
internal_count=3121 2542 2323 1986 1583 1349 1258 1011
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=8
num_cat=0
split_feature=49 2 42 52 16 15 0
split_gain=1.57231e-05 3.8835e-05 2.56479e-05 2.81666e-05 5.44026e-05 3.15816e-05 3.4811e-05
threshold=-0.043469999999999995 0.092235000000000025 0.090395000000000017 0.10347000000000002 0.071345000000000006 -0.008624999999999999 -0.11173999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0054822649697601001 -0.016091839467669771 0.021189211846134738 -0.016425359227843293 0.013100917241974833 -0.023107174126524625 0.014633991566191934 0.0090127878707109005
leaf_weight=0.0011307042937887079 0.0012245196818406094 0.0010555571786541322 0.0010887743130264796 0.0013289617067345745 0.0010771523459609973 0.0013447039477800793 0.0010062160455238832
leaf_count=212 172 213 698 337 329 726 434
internal_value=0 0.00739509 -0.0023083 0.000261319 -0.00340617 0.00252904 -0.00476792
internal_weight=0 0.00218626 0.00707033 0.00598155 0.00465259 0.00357544 0.00223074
internal_count=3121 425 2696 1998 1661 1332 606
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=9
num_cat=0
split_feature=50 484 43 16 16 457 3 12
split_gain=5.56919e-05 4.62628e-05 4.26281e-05 5.64283e-05 7.85954e-05 6.96481e-05 8.9038e-05 5.70096e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 0.22339500000000004 -0.0098449999999999979 0.045365000000000009 0.090900000000000009 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00027806827780383486 -0.00043710959784829683 0.00042945864374137202 0.00025706344625447123 -0.0004787459112102509 0.00046034904272973076 0.00032065814839630065 -0.00073801873906263467 -0.00034053021718032453
leaf_weight=0.0016335176373618353 0.0010351965108929958 0.001052557873137328 0.0012091438562892142 0.0011116540367422708 0.001157458764283803 0.00108910975668014 0.0010094786083810273 0.0012464468952502568
leaf_count=202 597 322 242 357 355 122 107 817
internal_value=0 4.17995e-05 -6.44968e-06 -7.45642e-05 4.10157e-06 -0.000111855 -0.000247799 -4.62724e-05
internal_weight=0 0.00950937 0.00845681 0.00682329 0.00571164 0.00455418 0.00346507 0.00245559
internal_count=3121 2524 2202 2000 1643 1288 1166 1059
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=8
num_cat=0
split_feature=52 13 51 15 4 12 0
split_gain=1.85512e-05 3.80446e-05 4.47616e-05 3.44815e-05 5.72498e-05 3.91856e-05 6.79159e-06
threshold=0.11434500000000002 -0.23438999999999996 0.086685000000000012 -0.15914499999999995 0.098655000000000007 0.084100000000000022 -0.084044999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.019006083860975815 -0.011069501117630651 0.018890704713031045 -0.020188538388325482 0.0090635527505917631 -0.016827211101645763 -0.0083776703253172907 0.020543700430459118
leaf_weight=0.0011055988368487823 0.0013052090800686261 0.0010429475884798887 0.0010310844524356088 0.0010467179305707758 0.0015695159886950443 0.0011416605363219743 0.0010150462059809453
leaf_count=137 501 210 260 277 211 1342 183
internal_value=0 0.00179361 -0.000985737 0.00241868 -0.00118067 0.00648535 0.0147155
internal_weight=0 0.00795257 0.00684697 0.00581589 0.00477294 0.00320342 0.00206176
internal_count=3121 2620 2483 2223 2013 1802 460
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=7
num_cat=0
split_feature=4 52 2 2 0 1
split_gain=1.83373e-05 4.31509e-05 4.1964e-05 4.27895e-05 3.93435e-05 9.04763e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.10855000000000002 0.086950000000000013 -0.17169499999999996 0.11323000000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=0.0037661725971211029 0.019420808429533788 0.014481281181433837 0.0128297513161898 -0.019614045920417909 -0.026752071114826644 0.011150265732454964
leaf_weight=0.0012980098935861839 0.0013446628868911802 0.0010706364448358594 0.0010279981821060226 0.00197205047222975 0.00130063158401981 0.0012210787467946175
leaf_count=1044 218 119 269 921 336 214
internal_value=0 0.00414003 -0.00479342 -0.0103336 -0.00157976 -0.00839876
internal_weight=0 0.00493701 0.00429806 0.00327006 0.00359235 0.00252171
internal_count=3121 887 2234 1965 669 550
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=9
num_cat=0
split_feature=50 15 3 47 43 0 3 42
split_gain=6.82187e-05 7.268e-05 5.53619e-05 9.70146e-05 8.5257e-05 7.12963e-05 0.000130072 0.000206692
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 0.077555000000000013 -0.074359999999999996 -0.053834999999999994 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00052837056506613593 -0.00047585795487985292 0.00040860379615915347 -0.00066914116923199013 -9.581518184419756e-06 -0.00077982047139861738 -0.00023332790840018526 0.0006959844664560194 0.0005395678507503247
leaf_weight=0.0010732898044196271 0.0010642093075838724 0.0010582247106958884 0.0010933732780135969 0.0010468521533226645 0.001170024288942125 0.0019416040654448713 0.0014143358680949701 0.0010823813162689363
leaf_count=219 579 163 664 160 159 218 126 833
internal_value=0 4.66365e-05 -1.20727e-05 -6.95247e-05 -0.000416099 6.9368e-05 0.000233073 -6.78399e-05
internal_weight=0 0.00988009 0.0088068 0.00774857 0.00221688 0.00553169 0.00359009 0.00217575
internal_count=3121 2542 2323 2160 319 1841 1623 1497
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=8
num_cat=0
split_feature=49 15 51 52 4 0 16
split_gain=1.76228e-05 3.43827e-05 2.45671e-05 4.56592e-05 9.3957e-05 5.80039e-05 1.26045e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.070205000000000017 0.053180000000000012 -0.11756999999999999 0.042200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -5
right_child=2 -3 3 6 5 -7 -8
leaf_value=0.020143467055494937 0.011315062018233291 -0.0049652551476383764 -0.032215008465468035 -0.0017305002393744624 -0.014959518592577735 0.017623737559504492 0.012879754203852468
leaf_weight=0.0011124412240632814 0.0010955089322882529 0.0010698690637225665 0.0014088829078762986 0.0011433190707387617 0.0011225549091298413 0.0010643780811382089 0.0012211856258938965
leaf_count=226 377 199 958 881 134 247 99
internal_value=0 0.00783401 -0.00244846 -0.0049782 -0.0120756 0.000898719 0.0058152
internal_weight=0 0.00218231 0.00705583 0.00596032 0.00359582 0.00218693 0.0023645
internal_count=3121 425 2696 2319 1339 381 980
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=8
num_cat=0
split_feature=52 13 51 51 12 2 1
split_gain=1.67855e-05 3.36622e-05 4.09999e-05 2.66463e-05 6.61349e-05 3.67238e-05 1.82816e-05
threshold=0.11434500000000002 -0.23438999999999996 0.086685000000000012 -0.076794999999999988 0.092355000000000007 0.086885000000000004 0.080000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.017980291792716607 -0.010529151054970787 -0.010046842508578421 -0.019425802988907212 -0.00093652469915974843 -0.013100874339707455 0.012531249531046543 0.03132508943725875
leaf_weight=0.0010959716205336534 0.0013044202985193912 0.0013349568647434964 0.0010166045716883225 0.0011035099070873852 0.0012832289190687048 0.0010671115144398288 0.0010050899933190314
leaf_count=137 501 499 260 718 449 357 200
internal_value=0 0.00171471 -0.000902807 0.00234726 0.00605792 0.0137995 0.0216469
internal_weight=0 0.00790647 0.0068105 0.0057939 0.00445894 0.00317571 0.0020722
internal_count=3121 2620 2483 2223 1724 1275 557
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=8
num_cat=0
split_feature=48 52 49 1 4 0 2
split_gain=4.12192e-05 4.79055e-05 0.00010748 9.30771e-05 6.84704e-05 8.81867e-05 5.17405e-05
threshold=-0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 -0.0016099999999999997 0.047850000000000011 0.088930000000000023
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00036055559191720837 -9.1128002098303572e-05 -0.00057962180243099947 0.00047881779714141948 0.00038437321430923185 -0.00049673877050438787 -0.00028908135230317758 0.00051620866947253881
leaf_weight=0.0010708170630582521 0.0010877324546175072 0.0015524985833890769 0.0010116258142452116 0.0017104760773435333 0.0014763153568369625 0.0013321324523027254 0.0010696244151034184
leaf_count=180 283 294 1167 289 409 72 427
internal_value=0 -4.58235e-05 -0.00012374 4.23247e-06 -0.000165979 4.23635e-05 0.000209991
internal_weight=0 0.00924041 0.00708305 0.00553055 0.00382007 0.00234376 0.00215736
internal_count=3121 2941 2231 1937 1648 1239 710
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=7
num_cat=0
split_feature=43 43 457 1 43 16
split_gain=1.61878e-05 6.43059e-05 3.40485e-05 3.81085e-05 8.3188e-05 1.7798e-05
threshold=-0.043144999999999996 -0.090299999999999991 0.045365000000000009 0.111945 0.05259500000000001 0.15273500000000004
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.013457744311937525 -0.025813698535629134 0.025184265938800639 0.012876058785364894 0.0052066746080676957 0.0076745131652121382 0.0049753009189783988
leaf_weight=0.0010877668970077643 0.0019686694025664712 0.001109686933135668 0.0010930926115600703 0.0017480566036589332 0.0011902686678768423 0.0010103408812952455
leaf_count=406 912 957 132 244 358 112
internal_value=0 0.00571561 -0.00308456 -0.00663998 -0.0131955 -0.00458134
internal_weight=0 0.00320779 0.00600009 0.00490699 0.00315894 0.00209811
internal_count=3121 1475 1646 1514 1270 518
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 1
split_gain=4.59462e-05 4.76658e-05 5.95722e-05 0.000143327 8.76199e-05 0.000125225 4.06866e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 0.11588000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.0002633721621488473 -0.00068690783269563787 -0.00064967101453545996 0.00068909736162723635 -0.0002032207696024385 0.00046768995144444095 -0.0003982669196890783 -0.00012622807986386838
leaf_weight=0.001054124133276736 0.0012029479288844756 0.0012620336301270808 0.0010866780556545129 0.0019058229602348653 0.0010749178020123414 0.0015942773253463708 0.0010425383820938383
leaf_count=180 1091 552 316 206 457 216 103
internal_value=0 -0.000168882 -8.69688e-05 0.00012081 -0.000247546 -4.95354e-05 -0.000412877
internal_weight=0 0.00916922 0.00686464 0.0029925 0.00387214 0.0026692 0.00230457
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=9
num_cat=0
split_feature=50 15 15 51 13 16 16 13
split_gain=7.23775e-05 5.17356e-05 5.98156e-05 5.87236e-05 6.07441e-05 0.000118291 0.000114083 2.76618e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.22339500000000004 -0.0034149999999999996 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.0004551097472984289 -0.00049280727669450395 -0.00031128243007034822 1.4793386182279174e-05 0.00050702680840786685 0.00034639202441138968 -0.00070395562071736903 0.00053228973255319901 -0.00043863272397769208
leaf_weight=0.0010510873715414643 0.001070832423783947 0.0019182428844071947 0.001007276682547441 0.00105048475206947 0.0014777262080632961 0.0010036922563644518 0.0012488781145572675 0.0010633706645593859
leaf_count=219 579 337 723 216 116 346 284 301
internal_value=0 4.40316e-05 -5.23814e-06 8.04472e-05 3.19855e-06 -0.000114109 6.42372e-05 -0.000218061
internal_weight=0 0.00982076 0.00876967 0.00685143 0.00580094 0.00432322 0.00331953 0.00207065
internal_count=3121 2542 2323 1986 1770 1654 1308 1024
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=6
num_cat=0
split_feature=4 47 12 0 2
split_gain=1.51474e-05 3.8459e-05 4.27614e-05 3.71937e-05 6.74934e-05
threshold=0.0061450000000000003 0.092530000000000015 0.078300000000000008 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.015281847988789461 0.019273782671355995 -0.0092771969573632804 -0.0035429712178568157 0.018505494198276178 -0.014793007162857473
leaf_weight=0.0018291958231641385 0.001950478084792764 0.0015718497840848671 0.0014189080297640729 0.0013550037477703448 0.0011052066855424831
leaf_count=1843 352 188 347 180 211
internal_value=0 0.00363949 0.00966524 -0.00448263 0.00354672
internal_weight=0 0.00494124 0.00336939 0.00428941 0.00246021
internal_count=3121 887 699 2234 391
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=9
num_cat=0
split_feature=159 15 160 12 1 0 49 52
split_gain=5.58296e-05 6.32147e-05 5.28729e-05 7.33029e-05 6.85266e-05 6.50102e-05 5.34522e-05 0.00010566
threshold=-0.032739999999999991 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 0.10723500000000001 -0.11756999999999999 -0.047584999999999995 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.0004380473084924093 0.00047386848793925699 0.00035173553964542773 -0.00052412819716263486 0.00019480588228955653 -6.9787996115526192e-05 0.00058398211484687434 -0.00068648290284975002 7.3047544649532554e-05
leaf_weight=0.0010332468351909969 0.0011467806012968778 0.0012887161250285497 0.0011924181948441484 0.001212257816123941 0.0011181311626826534 0.001225937743668748 0.0013752512852867708 0.0014430830778872313
leaf_count=421 225 462 213 128 88 122 904 558
internal_value=0 4.07001e-05 -1.5393e-05 -7.7917e-05 5.54943e-06 0.000272131 -0.000149486 -0.000297577
internal_weight=0 0.0100026 0.0088558 0.00756708 0.00637466 0.00234407 0.00403059 0.00281833
internal_count=3121 2700 2475 2013 1800 210 1590 1462
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 13
split_gain=5.05741e-05 7.14905e-05 9.87838e-05 7.18609e-05 8.33924e-05 9.17659e-05 4.12707e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 -0.0021749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.0004185601816385788 0.00040228151585423264 -0.00057138277015441284 0.00057667319521905217 -0.00053411442823737051 -0.00014392011193631112 0.00048678873244432621 -3.1365379156464609e-05
leaf_weight=0.0017078189443116088 0.0010306829358455736 0.0010037649332960861 0.0010738461839409777 0.0010531918261777479 0.0015956731767802993 0.0019967822402041616 0.0011881885948801896
leaf_count=462 124 501 237 396 649 583 169
internal_value=0 -5.47372e-05 2.38001e-05 -6.30287e-05 2.27438e-05 0.000206645 -0.000278656
internal_weight=0 0.00961927 0.00791145 0.0068376 0.00578441 0.00359246 0.00219195
internal_count=3121 2997 2535 2298 1902 1232 670
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=8
num_cat=0
split_feature=48 52 49 1 2 1 0
split_gain=5.24301e-05 6.41392e-05 0.000123119 0.000111096 7.28773e-05 8.53309e-05 6.91859e-05
threshold=-0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 0.10097500000000002 0.080270000000000022 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00039318819590243131 0.00054837133478144017 -0.00062054409108932423 0.00031975679166844866 0.00039163299956927527 -0.00053423913615575165 -0.00041937791609418854 -0.00013970228133888826
leaf_weight=0.001115531818002947 0.0012266736413674339 0.0016264847308115876 0.0014481899434649079 0.0018171417402096605 0.0015022487855892784 0.0010259156511534366 0.0010366174505958309
leaf_count=180 474 294 944 289 265 439 236
internal_value=0 -5.57183e-05 -0.000143854 -1.00259e-05 -0.000193579 1.32663e-05 0.000233224
internal_weight=0 0.00968327 0.00741998 0.0057935 0.00397635 0.00247411 0.00226329
internal_count=3121 2941 2231 1937 1648 1383 710
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=8
num_cat=0
split_feature=157 51 49 2 3 16 1
split_gain=1.5613e-05 5.98927e-05 4.50743e-05 5.92677e-05 9.95244e-05 4.2488e-05 4.28512e-05
threshold=-0.06266999999999999 -0.031924999999999995 0.0093850000000000027 0.11018500000000002 -0.13309499999999996 -0.15012499999999998 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.01131079077525407 -0.023623678689435233 -0.034291576172220666 0.019596669282107741 0.016111158194320598 0.01596374960432884 0.0048738945234381376 -0.022509452713871371
leaf_weight=0.001056174782955833 0.0010741284515916544 0.0010544158909767311 0.0011760308308700566 0.0014097477640015472 0.0012045632995023054 0.0012974557783427198 0.0010212946607203704
leaf_count=460 378 128 359 276 162 908 450
internal_value=0 -0.00160353 0.00169827 -0.00181724 -0.00733843 0.000727788 -0.00718711
internal_weight=0 0.00823764 0.00716351 0.00598748 0.00457773 0.00352331 0.00231875
internal_count=3121 2661 2283 1924 1648 1520 1358
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=9
num_cat=0
split_feature=48 16 1 12 12 0 43 15
split_gain=4.19727e-05 8.70008e-05 9.82904e-05 6.29597e-05 6.61857e-05 8.64929e-05 5.27809e-05 4.88863e-05
threshold=-0.032929999999999994 -0.27167499999999994 0.12811000000000003 0.09857500000000001 0.090455000000000021 -0.11991499999999998 -0.06984499999999999 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 -3 -7 -2
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=0.0003539943679134097 -7.7683082617623905e-05 0.0002270331691555372 0.00055029739421847063 -0.00046496950524678188 0.00048129337774877008 -4.4597280531162448e-05 -0.00067184372585915987 -0.00066198664650315628
leaf_weight=0.0011165322802727399 0.00103285951888233 0.0019441280336431705 0.0012711791496136677 0.0011379214130285082 0.0010593471069061701 0.0010619356575963359 0.0010028534338114284 0.0011788371769296969
leaf_count=180 194 209 130 383 576 610 680 159
internal_value=0 -4.74829e-05 5.35678e-05 -4.81746e-05 4.54037e-05 -6.97791e-05 -0.000349246 -0.000389118
internal_weight=0 0.00968906 0.00747736 0.00620619 0.00506826 0.00400892 0.00206479 0.0022117
internal_count=3121 2941 2588 2458 2075 1499 1290 353
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=7
num_cat=0
split_feature=2 13 16 151 52 2
split_gain=2.03917e-05 3.33072e-05 7.22965e-05 5.40056e-05 9.36446e-05 4.91276e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 -0.0083949999999999979 0.089325000000000015 0.090425000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.012316176199553658 -0.017135819910122054 0.011252348762148284 -0.029254550866213588 -0.0026855335992846639 -0.018585932630678394 0.024432596856080596
leaf_weight=0.0011533159798006202 0.0014394856218684794 0.0015583075652345077 0.0010359760757683092 0.0010294415878430835 0.0011664770441832985 0.0019029365984368214
leaf_count=199 437 205 395 832 617 436
internal_value=0 -0.0018924 -0.00500809 -0.000472659 0.00537931 0.0149125
internal_weight=0 0.00813262 0.00657432 0.00553834 0.00409886 0.00293238
internal_count=3121 2922 2717 2322 1885 1268
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=7
num_cat=0
split_feature=2 13 16 13 4 48
split_gain=1.65501e-05 2.7051e-05 5.91544e-05 4.9353e-05 7.61742e-05 8.74755e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 -0.084034999999999985 -0.031404999999999995 0.086260000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.011101466057756693 0.01210993293385928 0.01013999275129202 -0.026557171771208116 -0.030604345124564992 0.017515614852657912 -0.020488450014596715
leaf_weight=0.0011516534260521205 0.0020016995158897545 0.0015564341202188095 0.0010275510957001152 0.0010188561941426111 0.0014680943114069994 0.0010309850269634541
leaf_count=199 815 205 395 826 473 208
internal_value=0 -0.00170989 -0.00452691 -0.000425697 -0.00755845 0.00183719
internal_weight=0 0.00810362 0.00654719 0.00551964 0.00351794 0.00249908
internal_count=3121 2922 2717 2322 1507 681
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=9
num_cat=0
split_feature=48 376 52 49 1 4 2 13
split_gain=5.72647e-05 7.10548e-05 0.000111252 0.000118246 0.000129689 0.000110884 9.0984e-05 4.4983e-05
threshold=-0.032929999999999994 0.048375000000000008 -0.081429999999999989 -0.006494999999999999 0.111945 -0.0039549999999999993 0.086950000000000013 -0.036034999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=0.00040903401639296561 -0.00014705390366919182 0.000428927618807822 -0.00069255261085155134 7.2832856539475289e-05 0.00036461381102174348 0.00074909574766806773 -0.0002699262905813201 -0.00085128761781305402
leaf_weight=0.0011498237279152406 0.0011100420636351834 0.0010519832218985866 0.0016310930977146412 0.0014634734176162036 0.0016597098545922191 0.0010173779096922407 0.0010001994341823114 0.0010477035109870752
leaf_count=180 461 153 276 813 248 180 449 361
internal_value=0 -5.30628e-05 -0.000109845 -0.000232242 -8.70485e-05 0.000281504 -0.000300534 -0.00056735
internal_weight=0 0.00998158 0.0089296 0.00680218 0.00517109 0.00212742 0.00351138 0.0020479
internal_count=3121 2941 2788 2147 1871 641 1623 810
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=8
num_cat=0
split_feature=52 457 3 12 3 43 2
split_gain=1.85124e-05 3.18519e-05 4.91849e-05 9.46691e-05 8.79911e-05 5.74502e-05 2.02852e-05
threshold=-0.081429999999999989 0.045365000000000009 0.088060000000000013 0.09334000000000002 0.13524500000000003 -0.00045499999999999995 0.086825000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0015645656882905515 0.00035246331466629683 0.013563496287431193 -0.038701664683800596 -0.01906929547802852 0.0011112724773729695 0.030990602380980566 0.018474567455354765
leaf_weight=0.0010207893508373403 0.001462004708280958 0.0010575163213979513 0.0010212057734604318 0.0014269515312943675 0.0012163023319691473 0.0010527025696572025 0.0010000308266424288
leaf_count=248 1051 180 80 576 136 327 523
internal_value=0 -0.00247335 -0.00521793 0.00150399 -0.0170595 0.0131782 0.00835208
internal_weight=0 0.00723668 0.00617917 0.00394166 0.00223751 0.00251471 0.00202082
internal_count=3121 2350 2170 1954 216 1378 771
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=7
num_cat=0
split_feature=1 0 15 47 49 0
split_gain=1.63359e-05 5.14781e-05 3.71215e-05 5.21709e-05 8.31459e-05 1.56733e-05
threshold=0.077565000000000009 0.062580000000000011 1.0000000180025095e-35 0.086380000000000012 -0.006494999999999999 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-0.023278873937550102 -0.0030401286753457338 0.0053798058134864497 -0.015162505217766357 -0.015543259405150707 0.027717921897165123 0.0016219973710197893
leaf_weight=0.0010960848588993663 0.0016720734270380449 0.0014638391523127984 0.0010089132271755468 0.0010321512393061047 0.0018526436448340112 0.0010976014707758941
leaf_count=1565 259 71 433 90 495 208
internal_value=0 -0.00689101 0.0025074 0.0056602 0.0131268 -0.00669688
internal_weight=0 0.00255992 0.00666338 0.00565447 0.00352472 0.00212975
internal_count=3121 1636 1485 1052 754 298
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=7
num_cat=0
split_feature=49 15 16 3 2 12
split_gain=1.77835e-05 3.4642e-05 2.91071e-05 4.57912e-05 6.31558e-05 6.04642e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 0.10613000000000002 0.090455000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.020300730894110101 -0.020892700153239518 -0.0049336143874269623 0.011892484261154641 -0.0030975736739721508 -0.015427335157490214 0.027379202414872912
leaf_weight=0.0010988839152819879 0.0014404611788272252 0.0010774300899688252 0.0011657568545788057 0.0016224306560094176 0.0017068500234263366 0.001087178986858272
leaf_count=226 188 199 300 1213 362 633
internal_value=0 0.00780794 -0.00253793 -0.00541014 -0.000360391 0.00913065
internal_weight=0 0.00217631 0.00702268 0.00585692 0.00441646 0.00270961
internal_count=3121 425 2696 2396 2208 1846
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=7
num_cat=0
split_feature=1 42 3 3 2 15
split_gain=1.6489e-05 3.3937e-05 9.70991e-05 3.23416e-05 6.3732e-05 2.31372e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.090900000000000009 0.10613000000000002 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.029513502068322341 0.0088608272549897879 -0.0015769708155860683 -0.014622514954186649 0.021040387806351299 -0.011685838534303508 -0.021949335782877367
leaf_weight=0.0010494419763096971 0.0016838784087302074 0.0010493087274003239 0.001800683024173487 0.0010857343736337538 0.0013167460207573617 0.0011893642770502853
leaf_count=200 279 590 960 121 118 853
internal_value=0 -0.0020906 0.00230346 -0.00449031 0.00310387 -0.0124004
internal_weight=0 0.00749128 0.00525261 0.00420316 0.00240248 0.00223867
internal_count=3121 2842 1399 1199 239 1443
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=7
num_cat=0
split_feature=43 43 457 1 43 2
split_gain=1.68787e-05 5.88161e-05 2.55213e-05 3.43874e-05 6.36154e-05 1.48885e-05
threshold=-0.043144999999999996 -0.090299999999999991 0.045365000000000009 0.111945 0.05259500000000001 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0040832022831854787 -0.023760022538041038 0.024375589776711715 0.010636367950891909 0.0049276783975610887 0.0057162622405941745 -0.012772451865496977
leaf_weight=0.0010821054041927553 0.0019372865428811596 0.0011110414260833952 0.0010850787634746235 0.0017411746850243188 0.001177021199404148 0.0010161072502286432
leaf_count=185 912 957 132 244 358 333
internal_value=0 0.00577161 -0.00322875 -0.00632725 -0.0126198 -0.00407953
internal_weight=0 0.00320925 0.00594056 0.00485548 0.00311431 0.00209821
internal_count=3121 1475 1646 1514 1270 518
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=8
num_cat=0
split_feature=50 484 43 43 4 16 1
split_gain=6.49355e-05 4.33945e-05 3.40801e-05 5.81867e-05 3.76186e-05 0.000141288 4.16175e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 0.0052350000000000009 -0.094359999999999986 0.079415000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00025686581436509901 -0.00047157966242454216 0.00042602317631779818 -0.00040158429643729195 0.00010183354631508929 -0.00014218309451836833 0.0007219414456527206 -0.00043754985315427457
leaf_weight=0.0016402460261665339 0.0010166614321550282 0.0010486287538820508 0.0014823509781856474 0.0011386028218580927 0.0019767341995862902 0.0011510818814866909 0.0010638235073993944
leaf_count=207 579 322 1195 255 229 99 235
internal_value=0 4.9803e-05 3.13054e-06 -5.79605e-05 3.7602e-05 0.000175827 -0.000158701
internal_weight=0 0.00950147 0.00845284 0.00681259 0.00533024 0.00312782 0.00220243
internal_count=3121 2542 2220 2013 818 328 490
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=7
num_cat=0
split_feature=1 4 133 3 3 15
split_gain=1.47699e-05 4.3224e-05 3.70644e-05 3.14348e-05 9.44905e-05 1.91998e-05
threshold=0.094385000000000011 -0.0016099999999999997 1.0000000180025095e-35 -0.077774999999999983 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=0.0095742875571130891 -0.0073736737609846909 -0.022105608619366168 -0.013716214395163476 0.032589428868551672 0.0060862295135601253 -0.012562932704955355
leaf_weight=0.0019719505627995137 0.0017420682529643498 0.0010436125602703407 0.0010455704092332168 0.0011388928482301093 0.0011503852080879538 0.0010613897493042665
leaf_count=935 277 525 718 376 161 129
internal_value=0 -0.004563 0.00150413 0.00352223 0.00918719 -0.00286316
internal_weight=0 0.00406113 0.00301752 0.00509274 0.00335067 0.00221177
internal_count=3121 2178 1653 943 666 290
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=9
num_cat=0
split_feature=50 3 47 43 13 2 2 4
split_gain=5.76344e-05 5.33566e-05 5.46133e-05 5.46118e-05 5.04866e-05 0.000120018 0.000108102 4.60986e-05
threshold=0.086580000000000004 -0.15447499999999995 0.077555000000000013 -0.072864999999999985 0.0076650000000000008 0.084245000000000014 0.098035000000000011 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.00044511515773283482 -0.00044940138415150259 0.00077806649550003304 6.446203780880274e-05 -0.00054731133861250791 -0.00027196833044784859 -0.00040628357515891871 0.00052875934587419003 -1.5572286863775727e-05
leaf_weight=0.0011184682997528632 0.0010117846664474519 0.00100694949217245 0.0010236993895746443 0.0012411992234834387 0.0012118002979360498 0.0014441186103041608 0.0012711541156663171 0.0011298211323188796
leaf_count=182 579 404 165 167 259 828 248 289
internal_value=0 4.30006e-05 -1.09994e-05 -0.000270799 8.60381e-05 0.00017545 1.76378e-05 0.000272615
internal_weight=0 0.00944721 0.00832874 0.0022649 0.00606384 0.00485204 0.00384509 0.00240098
internal_count=3121 2542 2360 332 2028 1769 1365 537
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 0 43
split_gain=4.69673e-05 7.23375e-05 0.000103431 5.79797e-05 7.97404e-05 6.97998e-05 8.54079e-05 5.07489e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.12005499999999998 0.11434500000000002 0.11093500000000002 0.089620000000000019 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00040623032670327955 0.00038207582790232098 -0.00047039546850763083 0.00058263498596001606 0.00053212016577849886 -0.00046422850131219511 0.00057904036767266864 -0.000470277856195862 -9.5296337323887197e-06
leaf_weight=0.0017443988631903754 0.0011084483012364929 0.0010905732399810967 0.0011362578783000775 0.0010210615193518603 0.0010746810283944995 0.0010310915107805321 0.0010597242957338538 0.0019073403428918412
leaf_count=462 124 403 237 259 396 135 45 1060
internal_value=0 -4.3186e-05 3.29244e-05 -5.40149e-05 2.05012e-05 0.000124288 6.71651e-06 0.00017933
internal_weight=0 0.0100651 0.00832073 0.00718447 0.0060939 0.00501922 0.00398813 0.0029284
internal_count=3121 2997 2535 2298 1895 1499 1364 1319
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=9
num_cat=0
split_feature=50 47 43 16 2 3 15 1
split_gain=5.58039e-05 4.97988e-05 6.64679e-05 0.000126168 0.0001005 0.000105861 4.65978e-05 2.91822e-05
threshold=0.086580000000000004 0.11669500000000001 -0.20207499999999998 0.15891500000000003 0.098260000000000014 0.12178000000000001 -0.0063699999999999989 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00051954070188379108 -0.00043194461301413947 -0.00036660381655795402 -2.7236539231415387e-05 -0.00057008667513181572 0.00075332169392722714 -5.8032906923693265e-05 0.00020338375962665223 -0.00045983755964724765
leaf_weight=0.0011970463692309455 0.0010553119036752169 0.0010251421526938287 0.0012283974463230469 0.0011693972680342276 0.0015509578875606608 0.0010281003750827822 0.0014869999955985503 0.0011710499792751915
leaf_count=163 579 92 451 386 373 108 823 146
internal_value=0 4.24693e-05 8.99512e-05 2.25976e-05 0.000129795 0.000429888 -6.93483e-05 -0.000238367
internal_weight=0 0.00985709 0.00883195 0.0076349 0.00646551 0.00257906 0.00388645 0.00239945
internal_count=3121 2542 2450 2287 1901 481 1420 597
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=8
num_cat=0
split_feature=47 43 16 2 2 3 1
split_gain=1.60631e-05 4.42616e-05 0.000103814 7.43419e-05 5.34349e-05 4.87949e-05 4.07914e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.099185000000000009 0.084245000000000014 0.11296500000000002 0.10171500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.020532741890327402 -0.012018111136080912 0.018781142290791541 -0.030709254577517754 0.030352868900119637 -0.019866893555542268 0.0023398544264492771 -0.0090021547896153506
leaf_weight=0.001053601799217741 0.001001570669592622 0.0010428114990731442 0.0010352036691793605 0.0012890995597003474 0.001522882961469958 0.0012012243025992784 0.0010713597223553422
leaf_count=191 115 588 412 407 1077 143 188
internal_value=0 0.00139569 -0.00141933 0.00352912 -0.00558537 0.0168406 0.00470191
internal_weight=0 0.00821618 0.00716258 0.00612738 0.00363705 0.00249032 0.00211417
internal_count=3121 3006 2815 2403 1853 550 776
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=7
num_cat=0
split_feature=159 49 42 0 4 13
split_gain=1.58967e-05 2.81405e-05 4.25307e-05 5.78053e-05 5.18011e-05 6.28649e-05
threshold=-1.0000000180025095e-35 -0.080089999999999981 0.075730000000000006 -0.15202999999999997 0.10637500000000001 -0.0039049999999999992
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.011799674927149395 0.016217908853916673 -0.013018248443755515 -0.013476797136221267 0.019655484037204896 0.028155111744746254 -0.01215426022276616
leaf_weight=0.0010240055580538381 0.0011100344342188278 0.0014476774233693123 0.0019489961735840999 0.0011530088137373716 0.0011505935709505907 0.0013471951363188022
leaf_count=509 243 146 1069 438 186 530
internal_value=0 0.0014188 -0.000912182 0.0038909 0.010596 0.00251531
internal_weight=0 0.00815751 0.00704747 0.00509847 0.0036508 0.0025002
internal_count=3121 2612 2369 1300 1154 968
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 13 12
split_gain=4.40381e-05 7.45256e-05 0.000107092 6.67453e-05 7.91417e-05 9.88277e-05 4.20273e-05 1.80504e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 -0.0021749999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00041981781628682693 0.00038167956122092981 -0.00055987602782338005 0.00061719590189307537 -0.00051803692308391685 -0.00017615767048073883 0.00067385662448598389 -1.9069893365394082e-05 0.00030687524333781406
leaf_weight=0.0016811045198190698 0.0010298326021199603 0.0010062826220582264 0.0010522314743420429 0.001017722805733097 0.0014923836818204186 0.0010082517014481946 0.0012250395189995311 0.0010539585391055361
leaf_count=462 124 501 237 396 526 122 169 584
internal_value=0 -4.51235e-05 3.50586e-05 -5.49731e-05 2.64783e-05 0.000208169 -0.000262963 0.000486299
internal_weight=0 0.00953697 0.00785587 0.00680364 0.00578592 0.00355459 0.00223132 0.00206221
internal_count=3121 2997 2535 2298 1902 1232 670 706
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=6
num_cat=0
split_feature=42 43 160 0 16
split_gain=1.65941e-05 3.94703e-05 4.30305e-05 4.23433e-05 0.000113731
threshold=-1.0000000180025095e-35 0.084740000000000024 -1.0000000180025095e-35 -0.15599999999999997 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.010302119323196328 -0.009158958252216803 -0.014153225846057233 -0.003012462030385678 0.033954984306395257 -0.0040760831934470443
leaf_weight=0.0013474205712727906 0.0016347168521865831 0.0013065921075001256 0.0017273569070691327 0.0017086488642612417 0.001456700322173818
leaf_count=862 768 175 149 582 585
internal_value=0 0.00171191 0.00488763 0.00958078 0.016453
internal_weight=0 0.00783402 0.00652742 0.00489271 0.00316535
internal_count=3121 2259 2084 1316 1167
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=8
num_cat=0
split_feature=157 160 52 12 0 48 15
split_gain=1.66875e-05 5.06276e-05 5.63139e-05 5.41279e-05 4.52171e-05 8.73118e-05 1.77597e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.085845000000000019 -0.036009999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.011924617888259543 -0.020533188162752975 -0.022575977990960425 0.023488364377269876 0.031245190760378645 -0.011717032588131617 -0.011296476417603556 0.012512512382177649
leaf_weight=0.0010336127019413112 0.0011994628129034565 0.0010524662169670573 0.0010143123902060141 0.0010228094685915123 0.0015407565280916987 0.001291963378341995 0.0010018070617658654
leaf_count=460 654 305 194 250 224 201 833
internal_value=0 -0.00156574 0.00171998 -0.00201617 0.00243864 0.00901482 0.021976
internal_weight=0 0.00812358 0.00692412 0.0059098 0.00485734 0.00331658 0.00202462
internal_count=3121 2661 2007 1813 1508 1284 1083
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=8
num_cat=0
split_feature=50 484 43 43 16 2 0
split_gain=4.8707e-05 4.87191e-05 3.27525e-05 4.75983e-05 3.69135e-05 9.62345e-05 3.81455e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 -0.5315899999999999 0.083215000000000011 -0.18113999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00024300955584266731 -0.00041200124719045192 0.00044026948380219765 -0.00037826425144691365 -0.00031006977599993825 0.00063160220070273285 -0.00032410456158478494 0.00011015293916762365
leaf_weight=0.0016016861946179474 0.0010126122569880215 0.0010426193382862851 0.0014903245888920422 0.0010531747344063175 0.0010005024443483094 0.0012993370911990596 0.0019371138996110515
leaf_count=207 579 322 1195 90 105 79 544
internal_value=0 4.05466e-05 -9.1733e-06 -6.87442e-05 1.84532e-05 0.000100114 -6.41883e-05
internal_weight=0 0.00942476 0.00838214 0.00678045 0.00529013 0.00423695 0.00323645
internal_count=3121 2542 2220 2013 818 728 623
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=8
num_cat=0
split_feature=50 3 2 2 2 15 1
split_gain=5.22751e-05 5.81701e-05 4.74124e-05 7.5763e-05 3.09262e-05 8.77542e-05 2.05589e-05
threshold=0.086580000000000004 -0.15447499999999995 0.098260000000000014 0.11389000000000002 0.084245000000000014 -0.016799999999999995 0.083345000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.0004524704074045031 -0.00042257691287443769 -0.00024927714117830468 0.00045891436708966763 -0.00013206029167423786 -0.00050601041457971169 0.00044984698442236898 -0.00011607431023592599
leaf_weight=0.0011616467534786663 0.0010357720096763117 0.0020002804341666619 0.0016859803739855666 0.0016504959991561199 0.0010777098244463207 0.0010539867583997352 0.0010042532231885936
leaf_count=182 579 316 306 390 952 296 100
internal_value=0 4.09965e-05 -1.54185e-05 0.00016657 -0.000133637 -8.01876e-06 -0.000317921
internal_weight=0 0.00963435 0.00847271 0.00333648 0.00513623 0.00305427 0.00208196
internal_count=3121 2542 2360 696 1664 612 1052
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 3 2
split_gain=4.82091e-05 4.9421e-05 6.56631e-05 7.50374e-05 4.59647e-05 6.60258e-05 0.000106899
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.10542000000000001 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00044415275998053425 -0.00040184630295686947 -0.00033060305867318996 0.00013330021123274144 0.00056870136485170496 0.00029847083734925803 0.00026404685306033492 -0.00061109301264367154
leaf_weight=0.0010513475731165371 0.0010381061427066221 0.0018764746226521281 0.0013807226598942534 0.0010391371223533123 0.0014433380727092958 0.0012920398468624179 0.001602580353727815
leaf_count=219 579 337 433 216 116 100 1121
internal_value=0 4.27672e-05 -6.10718e-06 8.39971e-05 -4.07815e-06 -0.000106217 -0.000266575
internal_weight=0 0.00968564 0.00863429 0.00675782 0.00571868 0.00427534 0.0029833
internal_count=3121 2542 2323 1986 1770 1654 1554
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=9
num_cat=0
split_feature=50 484 2 1 1 150 16 0
split_gain=5.89295e-05 5.17557e-05 3.65358e-05 6.66182e-05 5.86783e-05 5.01315e-05 8.96123e-05 1.22004e-05
threshold=0.086580000000000004 0.084040000000000017 0.086590000000000014 0.12958500000000003 0.10557500000000002 0.084335000000000007 -0.010264999999999998 0.12358500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -8
right_child=-2 -3 5 -5 -6 -7 7 -9
leaf_value=-6.9820538103531832e-05 -0.00045402393946233666 0.00045190130581657518 -0.00033602054196038415 0.00022664711294474323 -0.00070643161296817913 0.0004180376572032847 0.0004191556394399631 0.00011388395883600867
leaf_weight=0.0012218972081350075 0.0010051607785225578 0.0010680143229922978 0.0018029558514485481 0.0011143227995599439 0.0010224599389738135 0.0013760373122933562 0.0010020749020532068 0.0010113210084179251
leaf_count=657 579 322 691 75 118 194 399 86
internal_value=0 4.49302e-05 -5.89981e-06 -0.000165259 -0.000359841 9.71814e-05 -1.85076e-05 0.000265819
internal_weight=0 0.00961908 0.00855107 0.00335868 0.00224436 0.00519239 0.00381635 0.0020134
internal_count=3121 2542 2220 850 775 1370 1176 485
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=8
num_cat=0
split_feature=50 160 12 43 49 3 4
split_gain=5.32572e-05 5.8254e-05 7.02586e-05 5.20707e-05 6.43916e-05 8.26377e-05 6.83949e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00036197482499103983 -0.0004285776431052556 -0.00048831317183742871 0.00042310987406480514 0.0002862274923065052 -0.00065598513853433015 -0.00024656451212277811 0.00039427783035589576
leaf_weight=0.0018015187697825305 0.0010116543320073624 0.00110066832298545 0.0011642069887316539 0.0016640860859626757 0.0010114840058335654 0.0016567853529986282 0.0010436240777102718
leaf_count=625 597 274 157 183 140 996 149
internal_value=0 4.47963e-05 -2.99863e-05 4.71469e-05 -3.42706e-05 -0.000177954 1.10108e-06
internal_weight=0 0.00944237 0.00764085 0.00654019 0.00537598 0.00371189 0.00270041
internal_count=3121 2524 1899 1625 1468 1285 1145
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=9
num_cat=0
split_feature=1 150 150 0 2 47 12 1
split_gain=5.66808e-05 6.82732e-05 9.60551e-05 8.47749e-05 9.57688e-05 9.48703e-05 0.00012035 5.42454e-05
threshold=0.13686500000000004 0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.10097500000000002 0.092530000000000015 0.084100000000000022 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00015628120477771692 0.00043500005708518939 -0.00053241627856478091 0.00049663258132302704 0.00044638255951087524 -0.00024721027221934395 -0.00071997300782286459 -0.00063862565814941288 0.00044770609287916071
leaf_weight=0.0010624845495691339 0.0010131756723487902 0.0010200914279509333 0.0012964750683930881 0.0018906935602530947 0.0012859389902704916 0.0012184914959955705 0.0010268084356566311 0.0012376499810069826
leaf_count=284 169 111 281 183 243 247 1477 126
internal_value=0 -5.16142e-05 2.76951e-06 -8.01463e-05 0.000165608 -0.000251895 -8.0461e-05 0.000168711
internal_weight=0 0.0100386 0.00901854 0.00772207 0.00317663 0.00454543 0.00332694 0.00230013
internal_count=3121 2952 2841 2560 426 2134 1887 410
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=7
num_cat=0
split_feature=0 3 2 4 3 0
split_gain=1.67671e-05 6.26375e-05 8.13914e-05 7.76011e-05 4.76262e-05 5.51046e-05
threshold=-0.060129999999999996 0.090900000000000009 0.11215000000000001 0.053180000000000012 0.076840000000000006 0.11070500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.030159469996248051 0.022646834807785052 0.030253713149217522 -0.0077321129636393204 0.0014377606422035141 -0.01281474662716835 -0.0066426172417765675
leaf_weight=0.0014150157445930909 0.0017576196111730872 0.0010055555879130568 0.001284778546191901 0.0017245729590329671 0.001079984732402112 0.0010122946578174207
leaf_count=1875 307 106 154 413 125 141
internal_value=0 -0.00362968 0.00894531 -0.0128031 0.00499766 0.0119427
internal_weight=0 0.00542992 0.00229033 0.00313959 0.0038499 0.00276991
internal_count=3121 2548 260 2288 573 448
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=9
num_cat=0
split_feature=50 3 15 47 3 3 4 15
split_gain=5.68114e-05 5.2887e-05 8.11425e-05 8.09593e-05 0.000109896 7.66677e-05 8.04698e-05 5.19823e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.016799999999999995 0.077555000000000013 0.090900000000000009 0.10542000000000001 -0.083854999999999985 -0.10653
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -5
right_child=-2 2 5 7 -6 -7 -8 -9
leaf_value=0.00044346426398871166 -0.00043622045228144658 -0.00031084357332567523 0.00030271783845041081 -0.000133043018854312 0.00049248423861865929 0.00057236729145978724 -0.00041599338934248791 -0.00074441921915468319
leaf_weight=0.0011370964040350621 0.0010393848759472852 0.0014448261940927117 0.001406689698588879 0.0010018228133568902 0.0011972607847477541 0.0013965595551090068 0.0010430509346464191 0.0011466837360076152
leaf_count=182 579 705 374 172 147 77 737 148
internal_value=0 4.59539e-05 -6.38065e-06 -0.000176676 5.31841e-05 0.000205723 -3.29514e-06 -0.000459342
internal_weight=0 0.00977399 0.00863689 0.00479059 0.00264209 0.0038463 0.00244974 0.00214851
internal_count=3121 2542 2360 1172 852 1188 1111 320
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=8
num_cat=0
split_feature=2 13 52 43 13 16 150
split_gain=1.80059e-05 4.03601e-05 4.21564e-05 4.0874e-05 3.88276e-05 3.33932e-05 4.62759e-06
threshold=0.099185000000000009 -0.086589999999999986 0.0031350000000000002 -0.074359999999999996 -0.08971999999999998 -0.071854999999999988 0.085825000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -5
right_child=4 2 -4 6 5 -7 -8
leaf_value=-0.021669102931669678 0.018676937781769275 0.0094924392912217603 0.017301047319422103 -0.018559124125879841 0.0090294776079391202 -0.013829817560503728 -0.0090436785145582878
leaf_weight=0.0010241625428571242 0.0013707546081117247 0.0011757909467902485 0.0011010784615641854 0.001045072922489136 0.0013029528479740634 0.001254160309624411 0.0010002661937247581
leaf_count=482 200 504 707 448 257 462 61
internal_value=0 -0.00382006 0.00040933 -0.00536476 0.00509734 -0.00218208 -0.0139056
internal_weight=0 0.00534637 0.00432221 0.00322113 0.00392787 0.00255711 0.00204534
internal_count=3121 2202 1720 1013 919 719 509
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=7
num_cat=0
split_feature=12 43 2 2 52 16
split_gain=1.799e-05 5.48373e-05 4.12528e-05 4.29198e-05 2.99505e-05 6.61321e-05
threshold=0.051320000000000005 -0.043144999999999996 0.083995000000000014 0.10327000000000001 -0.0064899999999999992 -0.16075999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6
right_child=2 4 3 -5 5 -7
leaf_value=0.02289650084224 -0.016600524709940934 -0.012592055437572426 0.0145759652828997 -0.011707146898337305 -0.010642740957633418 0.023671558989072899
leaf_weight=0.0011785016892592514 0.001749228264582064 0.0015322191139577677 0.0014554692481567853 0.0010840633472013193 0.0011917882820268939 0.0010622375526297392
leaf_count=298 693 240 1213 394 165 118
internal_value=0 0.00405876 -0.00478332 0.00335636 -0.00180465 0.0055283
internal_weight=0 0.00496475 0.00428876 0.00253953 0.00378624 0.00225403
internal_count=3121 821 2300 1607 523 283
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=7
num_cat=0
split_feature=48 3 39 12 3 0
split_gain=4.17119e-05 5.76553e-05 8.91824e-05 9.0027e-05 4.95609e-05 8.51601e-05
threshold=-0.032929999999999994 0.13524500000000003 0.084405000000000008 0.09334000000000002 -0.083924999999999986 -0.15350499999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0003733637918593462 0.00020571564114349103 0.00030111055028134121 0.00041032715766140324 -0.00056518016641274435 9.6987873554936176e-05 -0.00056880412556150868
leaf_weight=0.0010356103787566391 0.0017662713069819132 0.001566618768388579 0.0010807497843550546 0.0018427174235018644 0.0016073755410659371 0.0013665837393229464
leaf_count=180 780 171 296 756 108 830
internal_value=0 -4.16404e-05 -0.000111706 -0.00019741 -5.44431e-05 -0.000208955
internal_weight=0 0.00923032 0.0076637 0.00658295 0.00474023 0.00297396
internal_count=3121 2941 2770 2474 1718 938
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 2 48
split_gain=5.588e-05 6.29416e-05 4.13758e-05 7.55627e-05 7.95346e-05 8.027e-05 7.98648e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.084100000000000022 0.097220000000000015 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00047694297050262461 -0.00043820289262773638 -0.00029602945107549348 0.00066490078864660782 -0.00032028759814354662 -0.00043806600960675319 0.00026144401070417317 -3.1242763703819453e-05
leaf_weight=0.001142605380205052 0.0010176247289758735 0.0016114200389027045 0.0016760925158305108 0.0015939981173826506 0.0012413629899479756 0.0012821060350797374 0.001018693578580746
leaf_count=182 579 443 400 250 862 258 147
internal_value=0 4.5096e-05 -1.34807e-05 5.33554e-05 0.000167491 -8.2664e-05 0.000401742
internal_weight=0 0.00956628 0.00842367 0.00681225 0.00521826 0.00252347 0.00269479
internal_count=3121 2542 2360 1917 1667 1120 547
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=9
num_cat=0
split_feature=147 15 16 1 12 12 0 4
split_gain=4.60713e-05 7.41899e-05 0.000106911 5.14471e-05 0.00013089 5.81833e-05 7.47666e-05 0.00016891
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.13075500000000004 0.098810000000000023 0.090455000000000021 -0.12333499999999999 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00043978435159454398 0.00038565465101384638 -0.00061681393493862274 0.00022483011562858971 0.00039447774822736999 -0.00071204615940005699 0.00040710814474154226 0.00018084978549048037 -0.00088646224573552164
leaf_weight=0.0010929679017827017 0.0010718557543256133 0.0013183789540868939 0.0018567700902131588 0.001034911929867377 0.0010447438099808609 0.0013024870441678063 0.0012545200754071194 0.0010448924918760487
leaf_count=243 124 196 208 71 375 600 380 924
internal_value=0 -4.21971e-05 -0.000101676 -1.15839e-05 -7.6202e-05 4.54933e-05 -6.78315e-05 -0.000304155
internal_weight=0 0.00994967 0.0088567 0.00753833 0.00650341 0.00545867 0.00415618 0.00229941
internal_count=3121 2997 2754 2558 2487 2112 1512 1304
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=7
num_cat=0
split_feature=49 15 42 15 12 4
split_gain=1.8139e-05 3.98794e-05 3.01109e-05 3.49217e-05 0.000115566 9.77822e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.090395000000000017 -0.037864999999999989 1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.021306328502488717 -0.032316495569156486 -0.0056709836369506338 -0.017736744350568816 0.027330017692061667 -0.010346254665965648 0.0066468737830201437
leaf_weight=0.0011041259919845744 0.0010333361793139078 0.001087847921119588 0.0010953346394590446 0.0015290559799887929 0.0017412184654065988 0.0017098771629471099
leaf_count=226 569 199 698 179 1022 228
internal_value=0 0.00791784 -0.00248735 0.000290276 0.00726974 -0.00803017
internal_weight=0 0.00219197 0.00710882 0.00601349 0.00327027 0.00274321
internal_count=3121 425 2696 1998 1201 797
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=7
num_cat=0
split_feature=484 160 42 49 52 4
split_gain=1.68465e-05 3.92074e-05 4.99265e-05 4.1399e-05 6.74965e-05 6.72393e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.077655000000000016 0.181285
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018610805003115013 0.012113182998391656 -0.01891225361549724 0.017753159323473641 -0.028113693043819294 0.015150905233253274 0.0040120999439593802
leaf_weight=0.0011554517367641211 0.001016844461665921 0.0010466900880077602 0.0017414856295772246 0.0011893710871561339 0.0016783534552872489 0.0014406397439682315
leaf_count=632 368 713 272 629 315 192
internal_value=0 -0.00152828 0.00125308 0.00474191 -0.000517377 -0.0105162
internal_weight=0 0.00825199 0.00709654 0.00604985 0.00430836 0.00263001
internal_count=3121 2753 2121 1408 1136 821
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=8
num_cat=0
split_feature=1 0 42 3 3 4 4
split_gain=1.75986e-05 5.32585e-05 3.2368e-05 4.8327e-05 4.45074e-05 3.84428e-05 2.74528e-06
threshold=0.077565000000000009 0.062580000000000011 0.086375000000000021 -0.13309499999999996 0.076840000000000006 0.0052350000000000009 0.23246000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=-0.023750693984400342 -0.020724648837765477 0.0053924001378526931 0.016053413544116709 0.020386543736517743 -0.017696422821181522 0.0093451521698628085 0.0019473571601319355
leaf_weight=0.0010960157065659079 0.0010005440095652157 0.0014655960013667119 0.0014227289476169518 0.0011620336503198924 0.0010886026638761252 0.0010023799451649162 0.0010041315582865404
leaf_count=1565 181 71 532 380 188 64 140
internal_value=0 -0.00707682 0.00267229 -0.000948639 0.00369925 -0.00256584 0.00564303
internal_weight=0 0.00256161 0.00668042 0.00525769 0.00425715 0.00309511 0.00200651
internal_count=3121 1636 1485 953 772 392 204
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 16
split_gain=4.92443e-05 7.20784e-05 0.000101857 7.94068e-05 6.95732e-05 0.000113057 1.97645e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 -0.073404999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00041168779643784692 0.00041228114095482281 -6.5135828277285753e-05 0.00059682061997694074 -0.00055557256399509103 -0.00019061847562005702 0.00051577862996241746 -0.00044151036763749477
leaf_weight=0.0016734048554242842 0.0010136078371902604 0.0011535316742542245 0.0010762971453782237 0.0010240571400719255 0.0015489523881029739 0.0019904408242208023 0.0010027031311942546
leaf_count=462 124 230 237 396 649 583 440
internal_value=0 -4.24499e-05 3.68069e-05 -5.28909e-05 3.74898e-05 0.000206637 -0.000240159
internal_weight=0 0.00946939 0.00779598 0.00671969 0.00569563 0.00353939 0.00215623
internal_count=3121 2997 2535 2298 1902 1232 670
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=8
num_cat=0
split_feature=52 457 3 12 3 43 4
split_gain=1.63546e-05 2.92242e-05 3.11336e-05 9.16958e-05 7.63713e-05 5.47455e-05 2.00184e-05
threshold=-0.081429999999999989 0.045365000000000009 0.088060000000000013 0.09334000000000002 0.13524500000000003 -0.00045499999999999995 -0.0052149999999999992
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0019971793756037109 -0.00045628845290717558 0.013241648382098903 -0.034227396918924048 -0.019595976751551891 0.0027856192714533377 0.029535304476770469 0.017956483656525142
leaf_weight=0.0010084656243831158 0.0014573720850244469 0.0010428953037893013 0.0010332508191901462 0.001441243449736858 0.0012106518545196561 0.0010450593024691349 0.0010026974713036698
leaf_count=553 1051 180 80 576 136 327 218
internal_value=0 -0.00224395 -0.004854 0.000496641 -0.0142578 0.0120687 0.00795104
internal_weight=0 0.00723047 0.00618758 0.00394367 0.0022439 0.00250243 0.00201116
internal_count=3121 2350 2170 1954 216 1378 771
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=7
num_cat=0
split_feature=1 4 133 3 3 15
split_gain=1.69465e-05 4.54261e-05 3.27418e-05 3.00376e-05 7.36807e-05 1.92726e-05
threshold=0.094385000000000011 -0.0016099999999999997 1.0000000180025095e-35 -0.077774999999999983 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=0.0089605348828354359 -0.0068083108525476433 -0.022652145984366323 -0.012833773178681033 0.030105962740075626 0.0077324460942813202 -0.010884464082367505
leaf_weight=0.0019863255563908901 0.0017493881511144861 0.0010587749092585688 0.0010556562526371125 0.0011334634053258253 0.0011574188002725903 0.0010702535709732801
leaf_count=935 277 525 718 376 161 129
internal_value=0 -0.00481205 0.00139728 0.00381843 0.00934938 -0.00121178
internal_weight=0 0.00410076 0.00304198 0.00511052 0.00336114 0.00222767
internal_count=3121 2178 1653 943 666 290
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=8
num_cat=0
split_feature=50 15 12 3 16 3 2
split_gain=5.2588e-05 6.88768e-05 5.79807e-05 5.98273e-05 0.000119417 0.00013379 0.000101205
threshold=0.086580000000000004 -0.24436499999999997 -0.029094999999999999 -0.12018999999999998 -0.27167499999999994 0.10299500000000002 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00050035160528419658 -0.00042744731620362179 -0.00040045391411118469 0.00034789569437063838 -0.00064861536894441458 0.00019923306372928511 0.00055670675556972996 -0.00052474671049829137
leaf_weight=0.0010982634332955933 0.0010333907052622665 0.0013130284978198443 0.0018887500194076316 0.0010583994380075927 0.0015019479417349754 0.0015197636457701669 0.0014678489989088516
leaf_count=219 579 225 256 163 383 102 1194
internal_value=0 3.75057e-05 -2.05906e-05 4.64783e-05 -5.61364e-05 8.35386e-05 -0.0001586
internal_weight=0 0.009848 0.00874974 0.00743671 0.00554796 0.00448956 0.0029698
internal_count=3121 2542 2323 2098 1842 1679 1577
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=7
num_cat=0
split_feature=2 0 16 13 16 0
split_gain=1.80386e-05 3.75533e-05 4.5496e-05 3.59429e-05 3.13474e-05 2.14434e-05
threshold=0.099185000000000009 -0.060129999999999996 -0.083539999999999989 -0.08971999999999998 -0.071854999999999988 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.0010115929541139731 0.018206621011156863 0.01554477979898124 -0.026309946881741361 0.0089097384554408989 -0.013299262898555731 -0.0035065151995478487
leaf_weight=0.0017357856198014739 0.0013669000552441355 0.0011258216943415551 0.0012039161057535747 0.0013058513629625693 0.0012381126615698269 0.0012432242422667551
leaf_count=699 200 98 1256 257 462 149
internal_value=0 -0.00382192 -0.0113722 0.00512814 -0.00189908 0.00554707
internal_weight=0 0.00530875 0.0029397 0.00391086 0.00254396 0.00236905
internal_count=3121 2202 1955 919 719 247
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=8
num_cat=0
split_feature=50 160 12 1 4 15 2
split_gain=4.19161e-05 5.28695e-05 7.98109e-05 5.83144e-05 6.15668e-05 5.42047e-05 0.000127009
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.094825000000000007 -0.080924999999999983 -0.11713499999999999 0.085045000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00033473910876193936 -0.00038727944208693583 -0.00051598774405341489 9.9945968683313162e-05 -0.00011730391045140277 -0.00045386365974638067 0.00087532352517067388 -5.4297541270068648e-05
leaf_weight=0.0018244587177390784 0.0010005031300542406 0.00113745887819253 0.0017272145092427393 0.0011847315433491934 0.0013951582253073976 0.0011061330040683937 0.0011551007457223875
leaf_count=626 579 276 483 85 756 100 216
internal_value=0 3.46004e-05 -3.64618e-05 4.65792e-05 -0.000147511 0.000222443 0.000400447
internal_weight=0 0.00953026 0.0077058 0.00656834 0.00312237 0.00344597 0.00226123
internal_count=3121 2542 1916 1640 1239 401 316
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=9
num_cat=0
split_feature=50 47 4 151 4 13 13 16
split_gain=7.03669e-05 7.16371e-05 7.85314e-05 6.87034e-05 7.67761e-05 7.41245e-05 3.98215e-05 3.43376e-05
threshold=0.086580000000000004 0.11926500000000002 0.27834500000000006 -0.024429999999999997 -0.0029599999999999995 -0.084034999999999985 -0.0093149999999999986 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -7
right_child=-2 -3 -4 4 6 7 -8 -9
leaf_value=0.00040540211006766968 -0.00049208434155209081 -0.00045553106956594107 0.00044044794415058633 0.00047822125598413463 -0.00064632439582405841 0.00015004652281184883 -0.00014889144854021762 -0.00033665276663191496
leaf_weight=0.0013162094960732975 0.0010633573573068074 0.0010219880472319134 0.0019581595761259838 0.0012729067635535848 0.0010194930694644594 0.001027065943112848 0.0015740374553118279 0.0012185639946677763
leaf_count=353 579 77 295 292 342 724 170 289
internal_value=0 3.74539e-05 9.11297e-05 -9.5366e-07 -8.84608e-05 0.000100214 -0.000344428 -0.000114055
internal_weight=0 0.0104084 0.00938644 0.00742828 0.00611207 0.00351854 0.00259353 0.00224563
internal_count=3121 2542 2465 2170 1817 1305 512 1013
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=9
num_cat=0
split_feature=147 0 4 15 43 13 2 16
split_gain=4.67525e-05 6.22436e-05 8.70787e-05 7.26483e-05 7.45742e-05 5.57054e-05 0.000103611 3.3914e-05
threshold=0.089025000000000007 -0.019414999999999998 -0.49405499999999997 0.024640000000000006 -0.079109999999999986 -0.055129999999999992 0.11215000000000001 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00045960787114614253 0.00039617420023390596 -0.00024417579366013692 0.00047278136155859694 -0.00060270275415217343 0.00039171573200240585 -8.0576528832326138e-05 -0.00059056913723889721 0.00042569133013938356
leaf_weight=0.0013178853909870921 0.0010658156231846691 0.0010288395326924216 0.001774913700502089 0.0010844769235083167 0.0014213656876645984 0.0010008752136338307 0.0010134495241390581 0.0010345601669431029
leaf_count=699 124 139 204 1106 444 132 99 174
internal_value=0 -3.65203e-05 0.000209693 -0.000136966 -4.97043e-05 7.11404e-05 -7.83092e-05 0.000176747
internal_weight=0 0.00967637 0.00280375 0.00687261 0.00578814 0.00447025 0.00304888 0.00203544
internal_count=3121 2997 343 2654 1548 849 405 306
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=7
num_cat=0
split_feature=484 160 12 1 12 4
split_gain=1.80604e-05 3.20725e-05 4.72637e-05 5.54877e-05 6.73246e-05 4.48801e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 0.091200000000000017 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.017044400103479778 0.012482220376250941 -0.018962247782855685 0.0054184494951989431 0.025533317524022693 -0.0027822990582909608 -0.020493760392404706
leaf_weight=0.0011547081247336279 0.0010256947406791341 0.0010230782154133505 0.0014593345988953097 0.0018638210913222613 0.0015281747733953722 0.001233292317613377
leaf_count=632 368 301 523 216 235 846
internal_value=0 -0.00158682 0.000924401 0.00426817 0.0127765 -0.00645001
internal_weight=0 0.00826241 0.0071077 0.00608462 0.003392 0.00269263
internal_count=3121 2753 2121 1820 451 1369
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=9
num_cat=0
split_feature=50 3 47 13 2 2 16 43
split_gain=6.15416e-05 4.89015e-05 5.69709e-05 5.58147e-05 0.00012958 0.00010078 4.98707e-05 3.00658e-05
threshold=0.086580000000000004 -0.15447499999999995 0.077555000000000013 0.0076650000000000008 0.084245000000000014 0.098035000000000011 -0.070454999999999976 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4
right_child=-2 2 7 -5 5 6 -8 -9
leaf_value=0.00042263021282152284 -0.00046394581615113149 0.00080603725000858611 -2.2475940982820662e-05 -0.00028416675856873769 -0.00038210702195845515 -4.2692879540848441e-05 0.00051509476188976592 -0.00047373628921260606
leaf_weight=0.0011488545700220525 0.0010180734052138958 0.0010167313234899908 0.0010255513691240713 0.0012350842942509561 0.0014876408602719202 0.0011244039422016422 0.0013636600347366173 0.0012713323459807985
leaf_count=182 579 404 165 259 828 236 301 167
internal_value=0 4.28749e-05 -8.30568e-06 8.90443e-05 0.000181373 2.16244e-05 0.00026302 -0.00027225
internal_weight=0 0.00967326 0.0085244 0.00622752 0.00499244 0.0039757 0.00248806 0.00229688
internal_count=3121 2542 2360 2028 1769 1365 537 332
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=8
num_cat=0
split_feature=147 151 4 16 52 4 13
split_gain=4.24618e-05 6.08988e-05 9.1684e-05 4.31183e-05 5.76728e-05 4.17039e-05 0.000105415
threshold=0.088610000000000008 -0.0083949999999999979 0.40473500000000007 -0.27167499999999994 -0.10925999999999998 0.0061450000000000003 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.0003822098871291567 0.00038436374211254143 -0.00042383633643145526 0.00057475350567403314 -0.00040913556882654032 0.00046141304212614451 0.00037476169245212053 -0.00030136229560657476
leaf_weight=0.0016505357167557336 0.0010005902735804031 0.0010154697444655471 0.0010381392768205721 0.0010052990390848225 0.0010952579140427702 0.0015199250004847339 0.0019136539229628079
leaf_count=459 127 155 237 423 387 259 1074
internal_value=0 -4.08735e-05 3.33762e-05 -5.24343e-05 1.5715e-05 0.000110022 -2.37085e-05
internal_weight=0 0.00923828 0.00758774 0.00654961 0.00553414 0.00452884 0.00300891
internal_count=3121 2994 2535 2298 2143 1720 1461
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=7
num_cat=0
split_feature=47 4 15 16 160 2
split_gain=1.93301e-05 4.3899e-05 5.35958e-05 4.36587e-05 6.45325e-05 5.40633e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.094359999999999986 -0.027994999999999996 0.096015000000000017
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.017935913833655771 -0.013163726024548307 -0.004492660440535738 0.025660198581433421 0.022091209051759698 -0.018864908445268294 0.0069933854649145994
leaf_weight=0.0014846794754147926 0.0010004213748856039 0.001021749145051612 0.0013933795369699183 0.0011638270670223778 0.0015482598926671008 0.0016923159343532823
leaf_count=381 115 169 228 583 1173 472
internal_value=0 0.00155012 0.0129037 -0.003106 0.00189301 -0.00536101
internal_weight=0 0.00830421 0.00241513 0.00588908 0.0044044 0.00324058
internal_count=3121 3006 397 2609 2228 1645
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=7
num_cat=0
split_feature=52 15 160 3 2 16
split_gain=1.38508e-05 4.93384e-05 4.27115e-05 4.04217e-05 6.49148e-05 7.97099e-05
threshold=-0.046924999999999988 -0.090644999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.10613000000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=0.023217557609284439 -0.020217307518281692 -0.0038908895109596568 -0.013369443213351104 0.03647098751814825 -0.0099971858268532651 -0.00053318620536152125
leaf_weight=0.0010352784496586486 0.0011371573932749748 0.0019101467433243835 0.0013964464724956537 0.0010988227795752524 0.0014623381459902408 0.0012379279875058752
leaf_count=246 743 707 114 138 243 930
internal_value=0 0.00563738 -0.00266303 0.00117911 0.00652679 0.0168675
internal_weight=0 0.00294543 0.00633269 0.00519554 0.00379909 0.00233675
internal_count=3121 953 2168 1425 1311 1068
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=8
num_cat=0
split_feature=1 16 47 1 2 3 4
split_gain=6.22508e-05 5.67103e-05 7.14034e-05 0.000119345 7.44464e-05 4.22646e-05 0.000128202
threshold=0.13686500000000004 -0.5315899999999999 0.092530000000000015 0.094385000000000011 0.11215000000000001 0.090900000000000009 -0.076779999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00045888658028088447 0.00046295470439074968 7.3371229780472345e-05 -0.00042958972374744389 0.00067383639895426961 4.7687767171785387e-05 0.00015125340537167569 -0.00074344052042690193
leaf_weight=0.0011478216322996148 0.0010055110153985138 0.0018525767697370038 0.0012478759266284813 0.0015833273945981595 0.0013546455452804664 0.0014749588678448153 0.0012287956596292607
leaf_count=125 169 842 269 368 172 81 1095
internal_value=0 -4.91212e-05 4.67971e-06 7.69899e-05 0.000385131 -0.000121703 -0.000252359
internal_weight=0 0.00989 0.00874218 0.0074943 0.00293797 0.00455633 0.00308137
internal_count=3121 2952 2827 2558 540 2018 1937
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=7
num_cat=0
split_feature=2 48 2 15 12 12
split_gain=1.532e-05 4.22237e-05 7.85635e-05 5.46033e-05 6.77781e-05 6.7121e-05
threshold=0.11510000000000002 0.091545000000000015 0.10097500000000002 -0.016799999999999995 0.090455000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.02396073218582739 0.008240178019631202 0.015258760798030983 -0.026022100947850176 0.027869112489730886 0.0090816797953802344 -0.00599923080220184
leaf_weight=0.0014161374087617192 0.0018066455174557301 0.0011890234831337691 0.0014160820266142819 0.0012273220219494072 0.0011053397796543611 0.0011183562003317072
leaf_count=491 459 266 332 285 231 1057
internal_value=0 -0.00202143 -0.00529149 0.000740012 -0.00947593 0.0117216
internal_weight=0 0.00747226 0.00628324 0.00486716 0.00252148 0.00234568
internal_count=3121 2662 2396 2064 722 1342
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=8
num_cat=0
split_feature=3 39 457 3 43 3 16
split_gain=1.67142e-05 3.64131e-05 5.86869e-05 6.86748e-05 4.54446e-05 4.36933e-05 4.04396e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.13868499999999997 -0.13309499999999996 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.01680474875632755 0.0096778924737833099 0.014648125586646186 0.016596428125456655 -0.036942409173020531 -0.0058556567046413504 0.021730760740566516 -0.0095152877052820731
leaf_weight=0.0010918820666058985 0.0014902404824624991 0.0011368979847356008 0.0010803838988296573 0.0010464185935714116 0.0011451109528312936 0.001151500024105148 0.0011055402703758102
leaf_count=219 192 308 184 194 199 1453 372
internal_value=0 -0.00188509 -0.00472409 -0.00888158 -9.21026e-06 0.00797592 -0.0228521
internal_weight=0 0.00775773 0.00662084 0.00554045 0.00338849 0.00229661 0.00215196
internal_count=3121 2929 2621 2437 1871 1652 566
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=8
num_cat=0
split_feature=2 13 52 4 13 3 1
split_gain=1.81602e-05 3.68546e-05 3.4387e-05 4.07352e-05 8.28503e-05 3.19956e-05 8.47815e-05
threshold=0.099185000000000009 -0.086589999999999986 0.0031350000000000002 0.0061450000000000003 0.0049450000000000006 0.11924500000000002 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2
right_child=5 2 -4 4 -6 -7 -8
leaf_value=-0.020990680198064424 -0.0050513775512261595 -0.019907000850572898 0.015568938339621842 0.02400113399552864 -0.016294662181174282 -0.0052495910803910138 0.034102619615445876
leaf_weight=0.0010127626139155013 0.0011981581523284887 0.001166250778049781 0.0010889590397020182 0.0010038688549016904 0.0010376513171853775 0.0016837554160111469 0.0010271110380372164
leaf_count=482 500 819 707 146 48 185 234
internal_value=0 -0.00383 0.00021486 -0.00499747 0.00351983 0.00515111 0.0130208
internal_weight=0 0.00530949 0.00429673 0.00320777 0.00204152 0.00390902 0.00222527
internal_count=3121 2202 1720 1013 194 919 734
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=1.6589e-05 2.76523e-05 3.48013e-05 3.90094e-05 6.98104e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010270421146810163 0.014136850551976277 -0.01242264417360338 -0.0037985670225152849 -0.011131618688507566 0.025861797974927932
leaf_weight=0.001346780739545605 0.0014641295613808383 0.001904530295881667 0.0017575415936583343 0.0012674583585530019 0.0014467498743059408
leaf_count=862 448 820 617 186 188
internal_value=0 0.00174346 -0.00110233 0.00371903 0.0095932
internal_weight=0 0.00784041 0.00637628 0.00447175 0.00320429
internal_count=3121 2259 1811 991 805
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=9
num_cat=0
split_feature=4 0 1 47 2 457 49 1
split_gain=3.92597e-05 9.74664e-05 5.4574e-05 5.87251e-05 5.69506e-05 8.10725e-05 0.000103357 5.58913e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.11510000000000002 0.045365000000000009 -0.006494999999999999 0.12456000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.00036957807863288901 -0.00042929739916629293 0.00056029984588525051 -0.00057311408800458832 -0.00045036953836833895 0.00056906949375071952 0.00050522369139311351 0.0002287754407536502 0.00014556853993161542
leaf_weight=0.0010051328484534444 0.0011749636070793852 0.0011992152038653716 0.0011702432556580382 0.0015162054377584346 0.0010180042238340128 0.0010281243682955243 0.0013094697241829252 0.001006872441362472
leaf_count=156 1540 114 131 252 224 120 513 71
internal_value=0 3.80838e-05 -3.80663e-05 2.71468e-05 0.000160774 4.22837e-05 -0.000149658 -0.000212551
internal_weight=0 0.0094231 0.00822388 0.00704892 0.00452584 0.00350784 0.00247971 0.00252308
internal_count=3121 2965 2851 1311 988 764 644 323
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=8
num_cat=0
split_feature=0 43 49 47 4 3 150
split_gain=1.76742e-05 3.65048e-05 5.89682e-05 4.4389e-05 3.20408e-05 2.2074e-05 2.02987e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 1.0000000180025095e-35 0.055260000000000011 -0.116045 0.097810000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -2 -3
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.017404141220421724 0.018775547028202683 -0.022440322869589274 0.028711820380602299 -0.0043678493477511526 0.0045291167205702672 -0.0022032769764819857 -0.0027663916450950702
leaf_weight=0.0013133734010230772 0.0010027943219032553 0.0010275037132705289 0.0011973942989940928 0.0015654835227727456 0.0010100667821944722 0.0010034287777638132 0.0010711167718421878
leaf_count=295 129 346 1378 331 355 123 164
internal_value=0 -0.002333 0.00103816 0.00851226 0.0176466 0.00828282 -0.0123989
internal_weight=0 0.00718494 0.00587157 0.00377294 0.00220746 0.00200622 0.00209862
internal_count=3121 2869 2574 2064 1733 252 510
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=9
num_cat=0
split_feature=50 3 47 13 2 2 4 43
split_gain=4.49138e-05 4.85894e-05 6.22482e-05 5.32893e-05 0.000109628 8.04181e-05 4.7054e-05 3.08337e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.0076650000000000008 0.084550000000000014 0.098035000000000011 0.033845000000000007 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4
right_child=-2 2 7 -5 5 6 -8 -9
leaf_value=0.00042092500478399037 -0.00039514812129102204 0.00076147643880643029 -4.0733653700329576e-05 -0.00027568622913647122 -0.0003383725984538444 0.00050388391400102591 -4.3600238362069831e-05 -0.00050604699623609895
leaf_weight=0.0011389066144040375 0.0010035239988144045 0.0010014916258765756 0.0010095049840163958 0.0012142687189595361 0.0014153359527570098 0.0013001267423427127 0.0011264946564893401 0.0011963759348848505
leaf_count=180 597 432 178 258 789 248 289 150
internal_value=0 4.12436e-05 -1.10849e-05 9.1609e-05 0.000183691 3.30786e-05 0.000249729 -0.0002931
internal_weight=0 0.00940251 0.0082636 0.00605772 0.00484345 0.00384196 0.00242662 0.00220588
internal_count=3121 2524 2344 2016 1758 1326 537 328
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=8
num_cat=0
split_feature=3 39 457 3 43 3 0
split_gain=1.7915e-05 3.47884e-05 4.74083e-05 6.00298e-05 3.60757e-05 3.70454e-05 3.3887e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.13868499999999997 -0.13309499999999996 -0.15202999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.015174150104853734 0.010021400040594413 0.014220988930008753 0.014581495984100804 -0.0095089214323883092 -0.0058125981719830341 0.019645879042867812 -0.034762351516701678
leaf_weight=0.0010883432117055418 0.0014904760558829199 0.001133625271307807 0.0010633115203422467 0.0011067833434968977 0.0011405816757297917 0.0011457075889165396 0.0010220482984801623
leaf_count=219 192 308 184 103 199 1453 463
internal_value=0 -0.00195615 -0.00474882 -0.00848359 -0.000188463 0.00694518 -0.021633
internal_weight=0 0.0077004 0.00656678 0.00550346 0.00337463 0.00228629 0.00212883
internal_count=3121 2929 2621 2437 1871 1652 566
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=9
num_cat=0
split_feature=48 150 52 51 1 2 0 4
split_gain=3.14028e-05 4.93378e-05 4.54435e-05 6.29304e-05 3.91606e-05 5.43587e-05 5.4903e-05 8.79413e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.076794999999999988 0.11588000000000001 0.11093500000000002 0.089620000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=0.00031927201616106245 -6.6071516615786105e-05 -0.00040414191759183135 0.00029726537449717715 0.00057810936038431412 0.00020485678844309418 0.00021702322920143379 -0.00066337225089010781 -0.00050279416116400639
leaf_weight=0.0010388619862912217 0.0012024160409965395 0.001240131289154899 0.0010184444539941503 0.0011319079134798822 0.0014004556237321771 0.0010338209467822376 0.0010660181592953601 0.0010973429879718825
leaf_count=180 328 229 1177 456 216 164 49 322
internal_value=0 -4.03859e-05 1.6354e-05 0.00024629 -7.9219e-05 -0.000173591 -0.000300507 -0.000117682
internal_weight=0 0.00919054 0.00795041 0.00233432 0.00561608 0.00421563 0.00318181 0.00211579
internal_count=3121 2941 2712 784 1928 1712 1548 1499
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 16 12
split_gain=4.93455e-05 6.41666e-05 0.000120757 6.23409e-05 7.66021e-05 0.000127199 2.51001e-05 1.67365e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 -0.073404999999999984 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00038807175151985777 0.00041041995174385568 -7.9148070206544187e-05 0.00063594367788648374 -0.00050906713724717184 -0.00022777502505962277 0.00069435116876316605 -0.00050054216631124568 0.00033754993243432759
leaf_weight=0.0016980526173588492 0.0010246930357921671 0.001165654237149523 0.0010964616169427139 0.0010321349108547246 0.0015752988272038082 0.0010078364840069689 0.0010181079366504155 0.001013956229239367
leaf_count=462 124 230 237 396 649 122 440 461
internal_value=0 -4.22305e-05 3.20169e-05 -6.51772e-05 1.40765e-05 0.000189942 -0.000275609 0.000515411
internal_weight=0 0.0096075 0.00790945 0.00681299 0.00578085 0.00359709 0.00218376 0.00202179
internal_count=3121 2997 2535 2298 1902 1232 670 583
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=7
num_cat=0
split_feature=2 2 13 0 13 16
split_gain=1.8515e-05 2.85953e-05 5.33153e-05 5.93316e-05 3.57537e-05 3.01239e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 0.038215000000000006 -0.13027499999999997 -0.08971999999999998 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=0.011903442580848128 0.0016474435870033608 0.017428242496638019 0.01048892184486664 -0.026874608345218626 0.0081341209492184641 -0.013667266721839788
leaf_weight=0.0011416280556000901 0.0012792986009432876 0.001373959141493979 0.0011822988260016621 0.0016965191366705872 0.0012869662278355576 0.0012487572841629738
leaf_count=199 169 200 238 1596 257 462
internal_value=0 -0.00170279 -0.00747566 -0.014613 0.00443692 -0.00260232
internal_weight=0 0.0080678 0.00415812 0.00297582 0.00390968 0.00253572
internal_count=3121 2922 2003 1765 919 719
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=8
num_cat=0
split_feature=150 0 2 0 1 3 43
split_gain=1.67877e-05 3.34844e-05 6.39531e-05 5.75983e-05 4.23412e-05 6.1655e-05 3.43443e-05
threshold=0.10605000000000002 -0.060129999999999996 0.10097500000000002 -0.10151999999999999 0.090540000000000023 0.099930000000000005 -0.079734999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.014693641270832584 -0.011018562583800713 0.0064551751918182953 -0.0092106632887576628 -0.023789029789392593 0.024106015876884147 -0.0070940665968147066 0.031952100140061765
leaf_weight=0.0010344625036999675 0.0012048791859396108 0.0010116993173444875 0.0011891604170885268 0.0011019675882820304 0.0013352316206215729 0.0012049292765381157 0.0011056605566029851
leaf_count=241 182 102 296 1860 155 138 147
internal_value=0 0.00164478 0.00934696 -0.00380095 0.00236088 0.00930621 0.0197694
internal_weight=0 0.00798311 0.00330652 0.00467659 0.00357462 0.00254016 0.00211736
internal_count=3121 2939 545 2394 534 293 249
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=8
num_cat=0
split_feature=41 150 3 2 2 16 12
split_gain=4.70009e-05 7.55601e-05 8.00708e-05 6.19194e-05 0.000119408 9.89811e-05 8.05386e-05
threshold=0.075585000000000013 0.11456000000000001 -0.12018999999999998 0.097845000000000015 0.084055000000000005 -0.074319999999999983 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.00050772775489219219 -0.0004093864764341497 -0.0004655526317627839 0.00047881601837542631 -0.00015660112513162013 -0.00056464431497042506 0.00055530656978243639 -0.00022039794761107611
leaf_weight=0.0015043115000988325 0.0010013356222948093 0.0010287823724166494 0.0012311550349846955 0.0014057275346401631 0.0016025788249708363 0.0016118265443832718 0.0013043558516179464
leaf_count=215 170 113 178 277 1135 428 605
internal_value=0 3.68345e-05 9.65169e-05 1.00692e-05 -0.000145687 0.000223664 0.000119116
internal_weight=0 0.00968874 0.00865996 0.00715564 0.00413809 0.00301755 0.00253551
internal_count=3121 2951 2838 2623 1918 705 783
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=8
num_cat=0
split_feature=150 150 1 42 2 2 12
split_gain=1.6786e-05 5.05956e-05 4.10521e-05 6.3827e-05 4.61464e-05 7.11627e-05 2.08949e-05
threshold=0.11259000000000001 0.081835000000000019 0.12811000000000003 0.088915000000000008 0.097845000000000015 0.084245000000000014 0.088105000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.0040905507367000431 -0.012242847462160226 0.021770673459724898 0.015069994353648395 -0.027826143284258354 0.0015387782701995578 -0.030027002339472836 0.020641642537545142
leaf_weight=0.001525407037272025 0.0010005609018920837 0.0010683385732093847 0.001227222953481019 0.0010166635562302677 0.0013080491790181982 0.0010202665421789718 0.0010183732507807845
leaf_count=471 130 290 218 729 218 832 233
internal_value=0 0.00147853 -0.00156797 -0.00503534 -0.000279571 -0.00958324 0.00990091
internal_weight=0 0.00818432 0.00711598 0.00588876 0.0048721 0.00254567 0.00232642
internal_count=3121 2991 2701 2483 1754 1303 451
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 3 4
split_gain=2.94429e-05 6.14263e-05 0.000111838 6.10622e-05 7.64847e-05 9.95593e-05 1.44729e-05 1.26903e-05
threshold=0.088520000000000015 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 0.10542000000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 -3
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.00037815432235512503 0.00031768329368260257 -0.0001154278585880597 0.00063175541748664065 -0.00050239971156812295 -0.00018664699434383703 0.00031658451724254097 0.00064845293177150695 -0.00041710503205745074
leaf_weight=0.001661637993779312 0.0010000533305814926 0.0010559541778459437 0.001051406843123286 0.001002545403181062 0.0014684562596807412 0.0010002435835898453 0.0010208646282166981 0.0010889637074642197
leaf_count=456 130 432 237 396 526 655 51 238
internal_value=0 -3.62927e-05 3.7591e-05 -5.65337e-05 2.27994e-05 0.000201905 0.000484212 -0.000268588
internal_weight=0 0.00935007 0.00768843 0.00663703 0.00563448 0.00348956 0.00202111 0.00214492
internal_count=3121 2991 2535 2298 1902 1232 706 670
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=8
num_cat=0
split_feature=159 51 48 49 42 2 12
split_gain=6.5651e-05 7.55718e-05 4.75224e-05 7.84544e-05 6.63591e-05 0.000138171 6.68472e-05
threshold=-0.032739999999999991 0.092235000000000011 -0.032929999999999994 -0.006494999999999999 0.084050000000000014 0.10613000000000002 0.082480000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00047934426940801216 0.0003792285841650719 0.00052354707526535349 -0.00043347367514322581 0.00015241896598848999 -0.00029567865847946335 -0.0003456307246707174 0.00074192468253989519
leaf_weight=0.0010285448458649564 0.0010210298734818794 0.001109098754147963 0.0017747918915959711 0.0018020706927062212 0.0016988763107889174 0.0014213023234955434 0.0012542995778557463
leaf_count=421 174 244 358 214 805 264 641
internal_value=0 4.06927e-05 -1.89943e-05 -7.013e-05 3.42745e-05 0.000159462 0.000394345
internal_weight=0 0.0100815 0.00897237 0.00795134 0.00617655 0.00447767 0.00305637
internal_count=3121 2700 2456 2282 1924 1119 855
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=9
num_cat=0
split_feature=160 50 150 47 13 42 2 2
split_gain=5.503e-05 8.68503e-05 7.29102e-05 9.1949e-05 7.40206e-05 0.000104385 0.00010537 9.34404e-05
threshold=0.092070000000000013 0.083090000000000011 0.11456000000000001 0.11596500000000001 -0.033284999999999988 -0.0060199999999999993 0.087015000000000023 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00044525681772789814 -0.00042955766672934329 -0.00051210380511373759 -0.00040726436811250831 -0.00039809810146743943 -0.00013352717803171018 0.00099444812531401523 0.00027500561200895088 0.00028067429313008717
leaf_weight=0.0011525019234975929 0.0011056168408670524 0.001018831076719043 0.0010041035380567017 0.0010199710737618592 0.0010866525422792354 0.0013227765308496584 0.0019169151371190045 0.0016688660814927845
leaf_count=777 286 557 113 92 557 146 289 304
internal_value=0 3.10103e-05 9.13412e-05 0.000152638 0.000231227 0.000392363 0.000568756 -1.58616e-05
internal_weight=0 0.0101906 0.00917179 0.00816768 0.00714771 0.00432634 0.00323969 0.00282137
internal_count=3121 2835 2278 2165 2073 992 435 1081
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 16 16
split_gain=4.4958e-05 6.34591e-05 0.000103232 6.94384e-05 8.78279e-05 9.8223e-05 2.61439e-05 7.89617e-06
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 -0.073404999999999984 0.066275000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00039578486451783838 0.00038312536234425134 -9.0244387481834567e-05 0.00059781729014319587 -0.00053800672929536037 -0.00016118848550211121 0.00061974859012458433 -0.00052175057901163234 0.00037359928417845856
leaf_weight=0.0016660850655741818 0.0010288518920152636 0.0011635714987058622 0.0010496102543542472 0.0010074581344541433 0.0015454179513835977 0.0010020844654066645 0.001007033800441154 0.0010021059497961268
leaf_count=462 124 230 237 396 649 501 440 82
internal_value=0 -4.85059e-05 2.58898e-05 -6.33388e-05 2.02609e-05 0.000210255 -0.000290438 0.000496673
internal_weight=0 0.00944337 0.00777728 0.00672767 0.00572021 0.00354961 0.00217061 0.00200419
internal_count=3121 2997 2535 2298 1902 1232 670 583
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=9
num_cat=0
split_feature=50 160 12 43 43 2 13 150
split_gain=4.039e-05 6.1568e-05 9.06805e-05 5.81798e-05 7.37765e-05 5.63084e-05 4.78996e-05 4.14837e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -1.0000000180025095e-35 0.083215000000000011 -0.117405 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00035589744234970709 -0.00037740287985165788 -0.00055744892258337959 0.00044608960522454782 -0.00051963529697166781 0.00044446137264694694 0.00026648308457373303 -0.00051214914330936898 3.4770691013957047e-05
leaf_weight=0.0018421589753374289 0.0010153611327627108 0.0011253394632910014 0.0011473064832042846 0.0010041222877960661 0.0011400356872131065 0.0011196745388219885 0.0010496115393450823 0.0010837347369352379
leaf_count=625 597 274 157 794 90 85 425 74
internal_value=0 3.40124e-05 -4.32988e-05 4.51105e-05 -4.01278e-05 6.94734e-05 -6.19428e-05 -0.000234315
internal_weight=0 0.00951198 0.00766982 0.00654449 0.00539718 0.00439306 0.00325302 0.00213335
internal_count=3121 2524 1899 1625 1468 674 584 499
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=7
num_cat=0
split_feature=484 42 43 16 52 15
split_gain=1.63836e-05 3.04131e-05 5.20121e-05 3.48622e-05 3.38675e-05 4.99421e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.016098168568945467 0.011876143741100995 0.015829260670229144 0.015653682404916238 -0.020160839692442221 -0.019754769566631174 0.0057014927455662492
leaf_weight=0.0012206670079773227 0.0010253046354726384 0.0017704879378510974 0.0010511678428061508 0.0010631105655584507 0.0013359566529224513 0.0018214341341543652
leaf_count=806 368 745 135 230 178 659
internal_value=0 -0.00152613 0.000999742 -0.00398075 0.000106456 -0.00506957
internal_weight=0 0.00826282 0.00704216 0.00527167 0.00420856 0.00315739
internal_count=3121 2753 1947 1202 972 837
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=9
num_cat=0
split_feature=50 160 3 15 15 2 3 15
split_gain=4.98206e-05 6.04895e-05 4.54911e-05 8.56458e-05 0.00012229 7.49444e-05 9.08444e-05 5.23336e-05
threshold=0.086580000000000004 0.090980000000000019 -0.13927999999999999 -0.016799999999999995 -0.085834999999999981 0.10327000000000001 -0.011549999999999998 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 -4
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=0.00038248075708920696 -0.00041551325035121345 -0.00041446460254752307 -0.0002255974778447181 8.9295437822933945e-05 -0.00075949409909164731 -0.00019698710718619444 0.00086420271478785911 0.00032578029140645985
leaf_weight=0.0016980875228255589 0.0010098741951551386 0.0010008371847985949 0.0013748603514136537 0.0012721415022342438 0.0010186656124032737 0.0010025331520218343 0.0010716005774883087 0.0012761072441123309
leaf_count=248 579 252 334 832 362 142 86 286
internal_value=0 4.20758e-05 9.45113e-05 2.4813e-05 -0.000182063 0.00025168 0.000443597 3.98215e-05
internal_weight=0 0.00971483 0.008714 0.00701591 0.00366963 0.00334628 0.00234374 0.00265097
internal_count=3121 2542 2290 2042 982 1060 918 620
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 4
split_gain=4.00277e-05 7.30249e-05 9.74011e-05 6.25643e-05 8.08605e-05 9.93137e-05 1.87064e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00041819509321094076 0.00036321121139705026 -8.7052640026264672e-05 0.00058394466384232104 -0.00049822782390480849 -0.00016367091577206363 0.00050032268309886489 -0.00045292198474190625
leaf_weight=0.0016769476973403398 0.0010119070239998649 0.0010558231949080107 0.0010645641290189817 0.001033398127661584 0.001541209820010562 0.0019769412794781917 0.0010939535899719263
leaf_count=462 124 432 237 396 649 583 238
internal_value=0 -4.71302e-05 3.29966e-05 -5.45263e-05 2.63711e-05 0.000209444 -0.000273232
internal_weight=0 0.00944284 0.00776589 0.00670133 0.00566793 0.00351815 0.00214978
internal_count=3121 2997 2535 2298 1902 1232 670
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=9
num_cat=0
split_feature=50 3 15 47 1 2 3 1
split_gain=4.52356e-05 4.85554e-05 4.92239e-05 8.12603e-05 8.05203e-05 7.26563e-05 0.000122091 5.45596e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.016799999999999995 0.092530000000000015 0.094090000000000021 0.10559 -0.012304999999999998 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -6
right_child=-2 2 5 -5 7 -7 -8 -9
leaf_value=0.00041073858974703155 -0.0003991095017592441 -0.00039911061351275697 -2.9625740391387646e-05 -0.00050102892362861222 0.00058434827622919408 -0.00025215588180111634 0.00082521385866772524 -5.4148897221477267e-05
leaf_weight=0.0011776345767453055 0.0010069557958205739 0.0010651140497131609 0.0015114776570571552 0.0016349027980933845 0.0010287952169043754 0.0011790566606573556 0.00111710319235179 0.0010293338159341934
leaf_count=182 579 543 937 241 145 154 97 243
internal_value=0 3.74273e-05 -1.3896e-05 -0.000146863 3.85302e-05 0.000152264 0.000333667 0.000265016
internal_weight=0 0.00974342 0.00856578 0.00475815 0.00312324 0.00380764 0.00262858 0.00205813
internal_count=3121 2542 2360 1172 931 1188 1034 388
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=8
num_cat=0
split_feature=1 16 4 52 52 1 1
split_gain=5.94734e-05 7.14718e-05 7.89802e-05 7.60972e-05 6.31325e-05 0.000140413 5.85777e-05
threshold=0.13686500000000004 -0.008904999999999998 -0.49405499999999997 -0.07167999999999998 0.089325000000000015 0.11212500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-8.2403474340755507e-05 0.00044617524002401232 -0.00030902518085338873 2.6847039993766385e-05 0.00066509032613654975 -0.00062452359447104735 -0.00056435771511977972 0.00044515382340905443
leaf_weight=0.0019183574954880036 0.0010348196620525068 0.0010267381601181281 0.0015416933844582454 0.0013446294683143721 0.001029980707092466 0.0016182516276232752 0.0013995463934359084
leaf_count=984 169 154 526 358 585 141 204
internal_value=0 -4.7897e-05 0.000158035 0.000324181 -0.000182964 -9.08275e-05 0.000140129
internal_weight=0 0.0098792 0.00391306 0.00288632 0.00596614 0.00493616 0.0033179
internal_count=3121 2952 1038 884 1914 1329 1188
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=8
num_cat=0
split_feature=52 52 48 49 1 4 2
split_gain=8.31266e-05 6.80433e-05 0.000110289 8.82254e-05 0.000148503 8.48864e-05 0.000110385
threshold=-0.23798499999999997 -0.081429999999999989 -0.032929999999999994 -0.006494999999999999 0.111945 -0.0016099999999999997 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00054738023381349188 0.00042026623805312667 0.00056035590038961455 -0.00049711992553598246 0.00033142738416137499 0.00045518331892228784 -0.00055055126027491754 -0.00048741515999915758
leaf_weight=0.0010086996119181681 0.0015571578930830511 0.0010938949217976232 0.0017180857579559847 0.0016472793564453101 0.0019392446580101469 0.0016327239572957435 0.0010279182778174475
leaf_count=385 386 119 294 1114 289 409 125
internal_value=0 4.16379e-05 -2.34437e-05 -0.000103619 4.60115e-06 -0.000198232 1.67952e-05
internal_weight=0 0.0106163 0.00905915 0.00796525 0.00624717 0.00430792 0.0026752
internal_count=3121 2736 2350 2231 1937 1648 1239
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 4
split_gain=4.59498e-05 7.03092e-05 0.000105916 7.73996e-05 8.00251e-05 9.85783e-05 1.45969e-05
threshold=0.088610000000000008 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00040805271847591283 0.00040069922899660425 -9.9912022375434975e-05 0.00061700916039698417 -0.00055452453736762124 -0.00015790683994616709 0.00050411122544514954 -0.00042359532560992707
leaf_weight=0.0016522780422514602 0.0010025607442606674 0.0010618113742837663 0.0010483002767860804 0.0010063410160283375 0.0015255494202383703 0.0019965114933701393 0.0010809524798249869
leaf_count=459 127 432 237 396 649 583 238
internal_value=0 -4.09584e-05 3.76147e-05 -5.34308e-05 3.55872e-05 0.000217364 -0.000263199
internal_weight=0 0.00937174 0.00771947 0.00667117 0.00566482 0.00352206 0.00214276
internal_count=3121 2994 2535 2298 1902 1232 670
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=7
num_cat=0
split_feature=49 13 51 47 12 15
split_gain=1.74424e-05 3.29821e-05 4.18848e-05 5.29608e-05 9.3601e-05 8.43453e-05
threshold=0.10440000000000001 -0.15078499999999997 0.08955500000000001 0.092530000000000015 0.084100000000000022 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.012041021077516582 0.012150267107134117 0.036598770822712769 -0.022348813637479994 -0.019334815225310661 -0.014543772698293909 0.0012994091380748906
leaf_weight=0.0014678100298880937 0.001041287024860023 0.0011077974399766512 0.0011008968272151519 0.0012474453738094433 0.0017145007005074779 0.0017402739997662031
leaf_count=201 312 310 308 194 1490 306
internal_value=0 -0.0015729 -0.00446436 -0.00107557 0.00391666 0.0150296
internal_weight=0 0.00837872 0.00691091 0.00581002 0.00456257 0.00284807
internal_count=3121 2809 2608 2300 2106 616
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=7
num_cat=0
split_feature=1 42 49 2 43 2
split_gain=1.73232e-05 3.70667e-05 5.25197e-05 5.09306e-05 4.64674e-05 5.46015e-05
threshold=0.12500000000000003 0.091465000000000005 -0.0020949999999999996 0.092235000000000025 -0.084004999999999982 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.02877675901152188 0.0090388548490294342 -0.020030579315639545 0.023329246798100067 0.0028254896982428568 -0.013412833264449437 0.011973029947059255
leaf_weight=0.0010060546652563931 0.0017145531761950366 0.0010003057336195002 0.0012113856344666755 0.0010342072918310516 0.0015415175040707596 0.0018812800731361282
leaf_count=329 279 610 391 184 995 333
internal_value=0 -0.00207907 0.000611342 -0.0127576 0.0064972 0.000540057
internal_weight=0 0.00767475 0.00667445 0.00204026 0.00463418 0.0034228
internal_count=3121 2842 2232 513 1719 1328
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 0 15
split_gain=4.70879e-05 7.05454e-05 0.000135816 8.32625e-05 7.97056e-05 9.06973e-05 6.92798e-05 6.68737e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12005499999999998 0.11093500000000002 0.089620000000000019 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00040521410352690936 0.00039826765001278763 -0.0004698720656684702 0.00067164386974234421 -0.00057945247238560887 -0.00023703928024752016 0.00065207177378679576 -0.00044188894773846289 0.0003872470913815987
leaf_weight=0.0017116933863865593 0.0010237539612949495 0.0010431256038472055 0.0011049115947256256 0.0010421084847282609 0.0010619687658778244 0.0010049363878520626 0.0010394930807638529 0.0017415824930848485
leaf_count=462 124 403 237 396 212 135 45 1107
internal_value=0 -4.37791e-05 3.31873e-05 -6.85603e-05 2.18141e-05 0.000127609 -9.53569e-06 0.000150771
internal_weight=0 0.00974982 0.00803813 0.00693321 0.00589111 0.00484798 0.00384304 0.00280355
internal_count=3121 2997 2535 2298 1902 1499 1364 1319
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=8
num_cat=0
split_feature=147 151 4 52 15 3 13
split_gain=4.26023e-05 7.0885e-05 0.000101563 6.37964e-05 7.50953e-05 8.66176e-05 3.6665e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.084074999999999997 -0.0018299999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00041165924307456534 0.00037134049547233737 -0.0005390516169954605 0.00059092371036037093 -0.00050166512952624107 -0.00014828232840665413 0.00046696579668804872 -3.1703124247259018e-05
leaf_weight=0.0017045546041182186 0.0010260771796860866 0.0010026716107109392 0.0010700300574448948 0.0010568698761255239 0.0015636733607944766 0.0020114598861590959 0.0012067550006849839
leaf_count=462 124 502 237 396 649 583 168
internal_value=0 -4.89721e-05 2.91703e-05 -5.86904e-05 2.22434e-05 0.000197872 -0.000261946
internal_weight=0 0.00961601 0.00791146 0.00684143 0.00578456 0.00357513 0.00220943
internal_count=3121 2997 2535 2298 1902 1232 670
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 15 0 2
split_gain=5.30019e-05 7.37829e-05 0.000111301 7.33166e-05 8.43998e-05 8.96799e-05 6.40054e-05 0.000103933
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.12005499999999998 -0.095869999999999983 -0.11013499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8
right_child=-2 2 -4 -5 5 6 7 -9
leaf_value=-0.00042115537557497611 0.00042181598613209479 -0.00048779759567597252 0.00061888130529529181 -0.00054484225137610485 -0.00035833617417803978 0.00066888486000968945 -0.00038197155601275059 0.00043196174151553297
leaf_weight=0.0016868597045648246 0.0010168908009986219 0.0010190278900463201 0.0010689998765017585 0.0010255760169686993 0.0010936229019029094 0.0011325470092910768 0.0010028544075681531 0.0015134001345000986
leaf_count=462 124 403 237 396 194 105 1024 176
internal_value=0 -4.9081e-05 3.08114e-05 -6.18133e-05 2.4169e-05 0.000134178 0.000281795 0.000107568
internal_weight=0 0.00954289 0.00785603 0.00678703 0.00576145 0.00474242 0.0036488 0.00251625
internal_count=3121 2997 2535 2298 1902 1499 1305 1200
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=7
num_cat=0
split_feature=2 51 4 16 0 52
split_gain=1.83326e-05 2.96795e-05 4.10682e-05 5.90636e-05 8.83338e-05 0.000119079
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27834500000000006 -0.27167499999999994 -0.10324499999999999 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.01171890425461191 -0.014316544352180556 -0.023593280727766407 0.018609722818965037 0.019241223494084168 -0.033253865758626426 0.0092579866051149817
leaf_weight=0.001159654223996969 0.0015229036097244289 0.0010613733039210281 0.0011218078827408646 0.0018771735047118112 0.0011562702379123481 0.0015317676406919275
leaf_count=199 514 171 229 248 1234 526
internal_value=0 -0.00170683 0.00113879 -0.0023445 0.00259566 -0.00902866
internal_weight=0 0.0082713 0.00674839 0.00562658 0.00456521 0.00268804
internal_count=3121 2922 2408 2179 2008 1760
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=9
num_cat=0
split_feature=1 15 43 16 16 3 48 4
split_gain=4.4296e-05 5.95818e-05 0.000103369 0.000108671 9.80313e-05 6.67962e-05 5.68902e-05 8.25816e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 -0.0034149999999999996 -0.03694999999999999 0.086260000000000017 -0.0086549999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -3 4 6 -1 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00068398631627550105 0.00038458101407460487 0.00058766351167320076 -0.00036281576309526997 -0.00062746052059566742 0.00047719167019983093 6.6377279016042804e-06 -0.00047949533955260666 0.00030012926261460167
leaf_weight=0.0010707495072404727 0.0010021501350633245 0.0011039483518361978 0.0012038599713494035 0.0010868006482007237 0.0015104528108943914 0.0010830336471756915 0.0011388743076936273 0.001806418856914651
leaf_count=204 169 158 1038 377 384 169 185 437
internal_value=0 -4.78095e-05 3.14503e-05 -5.95657e-05 4.94858e-05 -0.000336705 -0.000106216 3.50067e-05
internal_weight=0 0.0100041 0.00785035 0.00674641 0.00565961 0.00215378 0.00414915 0.00301028
internal_count=3121 2952 2579 2421 2044 373 1660 1475
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=8
num_cat=0
split_feature=52 2 160 12 4 0 3
split_gain=1.73261e-05 4.45714e-05 3.66877e-05 4.07482e-05 6.28225e-05 3.38497e-05 1.90868e-05
threshold=-0.081429999999999989 0.088930000000000023 1.0000000180025095e-35 0.10016000000000001 -0.083854999999999985 -0.17169499999999996 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=-0.006258193875797062 0.021824735540539403 0.023110270647223072 -0.019919020387838007 -0.013765854588810114 0.010851376584317458 -0.019572605386127685 -0.00057782960812995587
leaf_weight=0.0010624659063317875 0.0015203772473851782 0.0010061319700126264 0.0010215336766476032 0.0015208831674611021 0.0011761783068684039 0.0010844593794114318 0.0010328427079619646
leaf_count=316 373 455 243 302 126 1137 169
internal_value=0 0.00802614 -0.00233294 0.000502977 0.00501105 -0.00275069 -0.0103067
internal_weight=0 0.0020686 0.00735627 0.00633474 0.00481386 0.00329348 0.0021173
internal_count=3121 771 2350 2107 1805 1432 1306
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=7
num_cat=0
split_feature=147 151 4 48 15 3
split_gain=1.84196e-05 6.19714e-05 6.07731e-05 3.60211e-05 7.22256e-05 6.6716e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 0.091545000000000015 -0.016799999999999995 -0.086769999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.022631228771167487 0.012730869857177557 -0.022127188319576108 0.024531489806634069 0.013633099558273038 -0.014367795516544416 0.014932547720809299
leaf_weight=0.0011992785178629563 0.0010064162038316221 0.0017236112183508425 0.0010202886706497227 0.001213072173451687 0.0012951915961510274 0.0019427824924526935
leaf_count=408 146 683 242 242 550 850
internal_value=0 -0.00158574 0.0019222 -0.00181372 -0.00559036 0.00321239
internal_weight=0 0.00839422 0.00719495 0.00617466 0.00496159 0.00323797
internal_count=3121 2975 2567 2325 2083 1400
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=8
num_cat=0
split_feature=43 43 16 16 49 15 2
split_gain=1.74745e-05 5.62028e-05 2.54931e-05 4.55478e-05 4.93709e-05 3.15135e-05 1.95898e-05
threshold=-0.052894999999999991 -0.090299999999999991 0.15891500000000003 -0.008904999999999998 -0.043469999999999995 -0.10091499999999999 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 -1
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=0.0058506548549784069 0.010473166443592353 0.024363860188271039 -0.017789054211907289 0.017536381089948472 -0.0046666594120703007 -0.027011278201700004 -0.01324146035571068
leaf_weight=0.0010981436238641177 0.0013266218486305313 0.0010919980580852938 0.0010007404809147889 0.0011152556041493424 0.0016710057053575026 0.0010143001165573606 0.0010525413684144202
leaf_count=185 134 917 238 215 277 822 333
internal_value=0 0.00588801 -0.00318971 -0.000340163 -0.00530957 -0.0131067 -0.00349299
internal_weight=0 0.00324268 0.00612792 0.00512718 0.00401193 0.00268531 0.00215068
internal_count=3121 1435 1686 1448 1233 1099 518
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=9
num_cat=0
split_feature=48 48 51 1 13 2 3 0
split_gain=5.37791e-05 6.55172e-05 8.30295e-05 7.33482e-05 9.98513e-05 7.43766e-05 0.000133045 7.67789e-05
threshold=0.11951500000000001 0.093265000000000015 0.087505000000000013 0.11230000000000001 0.01128 0.10559 -1.0000000180025095e-35 -0.071924999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00059066057184428776 -0.00042828024478647805 0.00052241763045547001 -0.00053573168195652132 0.00082283117702182656 -2.2199361681640314e-05 -0.00041294935308049059 0.00053985853906912034 0.00011916415765691165
leaf_weight=0.001071151976617886 0.0010042548306294979 0.001004766828853928 0.0010072817966036811 0.0010010807479758788 0.0011612261951448252 0.0016016285743858864 0.0015285816980818968 0.0012931649627417119
leaf_count=1460 114 239 312 258 63 344 141 190
internal_value=0 4.84498e-05 -6.51569e-06 6.31044e-05 0.000369023 -5.72864e-05 8.90415e-05 -0.000202421
internal_weight=0 0.00966888 0.00866412 0.00765683 0.00216231 0.00549453 0.0038929 0.00236432
internal_count=3121 3007 2768 2456 321 2135 1791 1650
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=7
num_cat=0
split_feature=43 16 52 160 13 3
split_gain=1.75198e-05 5.6612e-05 5.78941e-05 3.37116e-05 5.93076e-05 4.22044e-05
threshold=-0.20207499999999998 0.22339500000000004 -0.081429999999999989 -1.0000000180025095e-35 -0.083364999999999981 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010335188636657978 0.022720352856552974 -0.022421314729934343 -0.017307911124080141 0.017186712325687459 -0.02043992083876113 0.0036273926415039226
leaf_weight=0.0013867029043450651 0.0010911595181584662 0.0011450309335369188 0.0012008144084327517 0.0015791633465118199 0.0012857833103494707 0.0016814738640178841
leaf_count=199 362 408 749 435 843 125
internal_value=0 -0.00184213 0.00160368 -0.00240549 0.00153058 -0.00680155
internal_weight=0 0.00798343 0.00683839 0.00574723 0.00454642 0.00296726
internal_count=3121 2922 2514 2152 1403 968
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 3 4
split_gain=5.37703e-05 5.4274e-05 4.91435e-05 7.6746e-05 6.99587e-05 0.000131521 0.000218992
threshold=0.086580000000000004 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.10299500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00044267323840917639 -0.0004310857950456433 -0.0003218967779363564 0.00052921681492306999 -0.00031464845372092173 -0.00021930323042666056 0.00084417121556397217 -0.00058281465669200705
leaf_weight=0.0011445532448769195 0.0010224268039696 0.0015992188101199975 0.0016460802155840043 0.001617922758176198 0.001316038624369827 0.0012028992280937482 0.0011611192401912603
leaf_count=182 579 443 901 250 235 150 381
internal_value=0 4.1708e-05 -1.20098e-05 5.93573e-05 0.000172969 0.000301706 6.92562e-05
internal_weight=0 0.00968783 0.00854328 0.00694406 0.00532614 0.0040101 0.0028072
internal_count=3121 2542 2360 1917 1667 1432 1282
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 16 16
split_gain=5.05317e-05 6.79983e-05 6.50872e-05 6.2159e-05 5.78156e-05 0.000105766 0.000118684
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.22339500000000004 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00051060564319104623 -0.00041673386322090759 -0.00033230858878698826 -0.00029917223560484179 0.00052595626024146201 0.00033749391454374267 -0.00066741192334175497 0.00043852852047027971
leaf_weight=0.0010638489666820626 0.0010165691233315786 0.0019300198552903375 0.0017542680283156174 0.0010044689707689718 0.0014480060585536064 0.0010201755148619008 0.0016061750506544603
leaf_count=219 579 337 817 216 116 346 491
internal_value=0 4.24844e-05 -1.43458e-05 7.54633e-05 -2.17183e-06 -0.000114448 5.34231e-05
internal_weight=0 0.00982696 0.00876311 0.00683309 0.00582862 0.00438062 0.00336044
internal_count=3121 2542 2323 1986 1770 1654 1308
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=7
num_cat=0
split_feature=0 3 0 0 15 49
split_gain=2.10496e-05 5.26638e-05 6.05366e-05 4.32898e-05 3.56325e-05 6.27161e-05
threshold=-0.060129999999999996 0.076840000000000006 0.11070500000000001 -0.10151999999999999 -0.11713499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.013940880622409996 0.024079202331524621 -0.012905401933842101 -0.0064103563609720056 -0.021125776040597191 -0.0071718057648219695 0.021291523234322113
leaf_weight=0.0012144513971596837 0.0017708787283889056 0.0011059085188804482 0.0010299389590830979 0.0011666256450137023 0.0016403120074421397 0.0014659510360477809
leaf_count=202 307 125 141 1936 205 205
internal_value=0 0.00557164 0.0128673 -0.00403257 0.00058273 0.00626101
internal_weight=0 0.00390673 0.00280082 0.00548734 0.00432071 0.00310626
internal_count=3121 573 448 2548 612 410
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=7
num_cat=0
split_feature=0 1 4 3 15 3
split_gain=1.73704e-05 4.18861e-05 3.85412e-05 6.00245e-05 6.30257e-05 2.54499e-05
threshold=0.041630000000000007 0.077565000000000009 0.0061450000000000003 0.11296500000000002 -0.095869999999999983 -0.116045
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.02128671502563767 0.019269975710141996 -0.011309203106708673 9.3308978684001741e-05 -0.01290953603744157 0.028244556327563716 -0.003038566709464357
leaf_weight=0.0010036535475804464 0.0010225663516357786 0.0018770261760444806 0.0017330261595080981 0.0012388787848725707 0.0014697531785741532 0.0010229528823164375
leaf_count=1554 129 762 250 142 161 123
internal_value=0 -0.00230955 0.000704769 0.00578182 0.0130119 0.0081136
internal_weight=0 0.00732234 0.00631868 0.00444166 0.00320278 0.00204552
internal_count=3121 2869 1315 553 411 252
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 2 3 4
split_gain=5.32015e-05 6.34601e-05 9.30581e-05 7.06094e-05 8.75962e-05 9.66284e-05 0.000111654 4.06831e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.092399999999999982 0.11093500000000002 -0.10217499999999997 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00038395970400943388 0.00042114392973784554 -0.00042874904015355195 0.00055435759520916592 -0.00053081521512189569 -0.0005349937965083945 0.0006842616195886481 0.00045154434368562652 -4.7375060765202433e-05
leaf_weight=0.0017311053813197563 0.0010494430296932875 0.0012683033877201461 0.0011195961740497447 0.0010218338951833161 0.0010536139956272466 0.0010243422113708472 0.0013808391907786303 0.0011530935979750996
leaf_count=462 124 463 237 396 126 128 893 292
internal_value=0 -4.34836e-05 2.99928e-05 -5.50658e-05 2.76079e-05 0.000153109 1.45093e-06 0.000224506
internal_weight=0 0.00975273 0.00802162 0.00690203 0.00588019 0.00461189 0.00358755 0.00253393
internal_count=3121 2997 2535 2298 1902 1439 1311 1185
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=8
num_cat=0
split_feature=150 150 0 1 4 16 4
split_gain=1.8516e-05 4.80939e-05 4.51651e-05 5.83099e-05 5.1912e-05 3.54279e-05 2.83545e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 0.11588000000000001 -0.083854999999999985 -0.25582999999999995 -0.46376499999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.026645581129622453 -0.012800480296526426 0.020957749504938655 -0.0048825934798684585 0.021588751778708174 -0.017443827130680864 -0.0015156438773858672 0.017848123903221585
leaf_weight=0.0010474849945368786 0.0010122071931572751 0.0011046817849444755 0.0010537760473023731 0.0013530465531779194 0.0014451425688042493 0.0012079264875649266 0.0011451246994530866
leaf_count=151 124 296 160 259 1558 187 386
internal_value=0 0.00152024 -0.00144043 0.00386123 -0.00272106 -0.0131868 0.00695491
internal_weight=0 0.00835718 0.0072525 0.00499709 0.00364404 0.00225541 0.0021989
internal_count=3121 2997 2701 2363 2104 338 546
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=8
num_cat=0
split_feature=48 150 1 48 13 15 1
split_gain=4.53654e-05 6.94957e-05 4.95065e-05 9.50205e-05 9.0296e-05 7.25215e-05 4.71344e-05
threshold=-0.032929999999999994 0.098740000000000008 0.111945 0.083985000000000018 -0.084034999999999985 -0.10653 0.081670000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.00036976171559164993 0.00010365333768250149 -0.00053131372476925411 0.00058814226403737524 0.00031617954970319126 -0.0002506388410360318 -4.1971304022204542e-05 -0.00078489998552010729
leaf_weight=0.0011207667738188766 0.0017326509578621105 0.0010193883596968474 0.0012012752939441641 0.0015953577192605699 0.0015205623797650261 0.0016904579124869075 0.0010899751242801072
leaf_count=180 532 171 234 417 921 173 493
internal_value=0 -4.65664e-05 9.39394e-06 -9.30563e-05 -0.000243378 0.000219789 -0.000473708
internal_weight=0 0.00984967 0.00883028 0.00593855 0.00434319 0.00289173 0.00261054
internal_count=3121 2941 2770 2363 1946 407 1414
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=8
num_cat=0
split_feature=48 150 1 15 42 52 3
split_gain=4.51398e-05 5.1729e-05 4.86611e-05 6.39928e-05 7.40143e-05 0.00010573 5.32928e-05
threshold=-0.032929999999999994 0.08882000000000001 0.12500000000000003 1.0000000180025095e-35 0.079510000000000011 -0.049749999999999996 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.00038000628332659732 0.00066324825909209399 -0.00040669676809269547 0.00034350541386986749 -0.0005016902490412329 -0.00033794082938596372 0.00021137693104131481 -0.00032120321000184506
leaf_weight=0.0010766280234232152 0.0011701786011252282 0.0013014490695608992 0.0014240608852007387 0.0010437057784367177 0.0015487210465542859 0.001562815907121371 0.001343244052927961
leaf_count=180 342 229 224 1135 654 286 71
internal_value=0 -4.38684e-05 1.44806e-05 -5.57811e-05 2.6957e-05 0.000165596 -3.47932e-05
internal_weight=0 0.00939418 0.00809273 0.00666867 0.00562496 0.00407624 0.00290606
internal_count=3121 2941 2712 2488 1353 699 357
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=7
num_cat=0
split_feature=51 2 16 52 0 12
split_gain=1.78807e-05 3.54232e-05 8.36186e-05 6.47841e-05 5.06764e-05 3.58068e-05
threshold=-0.076794999999999988 0.11018500000000002 -0.074319999999999983 0.089325000000000015 -0.10607499999999999 0.084225000000000008
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0096447296624880743 0.016848776223543936 -0.0044604864301461553 0.032158864605494546 -0.020515540810357349 0.0068452089139271815 -0.019527605217236305
leaf_weight=0.0016030182620476738 0.0017243148191708772 0.0014151383132169492 0.0011147807209573274 0.0014733593203532175 0.0010259399785396285 0.0010333549106591371
leaf_count=537 238 268 199 605 299 975
internal_value=0 0.00195297 0.0116754 -0.00272597 0.00420139 -0.00638868
internal_weight=0 0.00778689 0.00252992 0.00525697 0.00378361 0.00205929
internal_count=3121 2584 467 2117 1512 1274
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=10
num_cat=0
split_feature=41 13 52 52 3 47 1 0 52
split_gain=8.92054e-05 8.06879e-05 0.0002315 0.000110921 7.35439e-05 0.00010295 8.73949e-05 5.47632e-05 4.26022e-05
threshold=0.075585000000000013 -0.0039049999999999992 -0.013374999999999998 -0.0064899999999999992 -0.13309499999999996 0.091680000000000011 0.10508500000000001 -0.13843999999999998 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -3 -4
right_child=-2 3 8 4 5 -7 -8 -9 -10
leaf_value=0.00093994553729281286 -0.0005493475315548282 -0.00064498467415763719 -0.00031520331146406885 -0.00032802708683817684 0.00012361033727849378 -0.00021103488237437523 0.0009263889303032344 -7.4441509643535111e-05 0.00020734935108058841
leaf_weight=0.0013332550318364699 0.0010388336817354947 0.001453323487735525 0.0013193856552094303 0.0010515140080844805 0.0010379699108091437 0.0011159231657364992 0.001047593929759774 0.0011655163255267359 0.0010998719233272134
leaf_count=652 170 105 897 68 320 79 69 327 434
internal_value=0 5.2671e-05 0.000283908 -7.36011e-05 0.000121881 0.000269651 0.000526852 -0.000391064 -7.76341e-05
internal_weight=0 0.0106244 0.00375251 0.00687184 0.004253 0.00320149 0.00208556 0.00261884 0.00241926
internal_count=3121 2951 1983 968 536 468 389 432 1331
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 3
split_gain=5.33397e-05 6.30173e-05 5.03269e-05 7.25658e-05 0.000109187 8.42112e-05 5.65093e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 0.10097500000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00049472037674536877 -0.000425286816176749 -0.00029260376433398489 -0.00030468191207472451 0.00075951054050915699 2.4229290828396211e-05 -0.00027419901415627894 0.00062458711885946981
leaf_weight=0.0010749005449088135 0.001015800388010653 0.0018801449979995747 0.0015445378338210108 0.0010068068198377895 0.0014177914895598135 0.001847094608812252 0.0010485959702256752
leaf_count=219 579 337 403 261 1002 265 55
internal_value=0 4.66957e-05 -8.37393e-06 6.94712e-05 0.000178092 4.23834e-05 0.000279474
internal_weight=0 0.00981987 0.00874497 0.00686483 0.00532029 0.00431348 0.00246639
internal_count=3121 2542 2323 1986 1583 1322 1057
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=7
num_cat=0
split_feature=2 13 16 151 160 1
split_gain=1.95016e-05 2.90687e-05 5.30579e-05 5.33789e-05 8.78533e-05 8.93103e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.22339500000000004 -0.0083949999999999979 -1.0000000180025095e-35 0.099660000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.012072311803788469 -0.017306111937877903 0.010484377660039387 -0.025165345724585644 -0.018171791262665344 -0.0025420935202384786 0.031987906356729233
leaf_weight=0.0011683223808765337 0.0014463752616374224 0.0015761893134754552 0.0010573277650605655 0.0011769045988192952 0.0015573527985746395 0.0014431754202983975
leaf_count=199 437 205 395 632 1060 193
internal_value=0 -0.00173119 -0.00461305 -0.000749025 0.00498363 0.0140659
internal_weight=0 0.00825733 0.00668114 0.00562381 0.00417743 0.00300053
internal_count=3121 2922 2717 2322 1885 1253
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 4 13
split_gain=6.23111e-05 8.66639e-05 5.39546e-05 0.00011347 7.13928e-05 7.55048e-05 7.373e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 -0.036034999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00057507821303309759 -0.0004581020875750639 -0.00031323294958893595 0.00062085855204232121 -0.0004590814812094742 -0.00048126687029457636 3.6342784721589004e-05 0.0002296487643393024
leaf_weight=0.0010874825729099953 0.0010114471653429541 0.001811470399340891 0.0019244454798199747 0.0012893222651588643 0.0010058362157480531 0.0015213291242444111 0.001267871480667752
leaf_count=219 579 582 949 168 178 270 176
internal_value=0 5.2813e-05 -1.15789e-05 6.63855e-05 0.00018484 0.000362792 -8.4844e-05
internal_weight=0 0.00990776 0.00882027 0.0070088 0.00571948 0.00344577 0.00227371
internal_count=3121 2542 2323 1741 1573 1219 354
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=8
num_cat=0
split_feature=47 4 4 15 16 52 2
split_gain=1.99315e-05 4.408e-05 5.13581e-05 4.92248e-05 4.33295e-05 3.19e-05 9.14163e-05
threshold=0.11926500000000002 0.24564500000000003 -0.0016099999999999997 -0.43375999999999998 -0.074319999999999983 -0.085984999999999992 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1 -7
right_child=-2 3 4 -5 -6 6 -8
leaf_value=-0.011728857119611039 -0.013333645826939631 -0.0036500803512065517 -0.030558266763987343 0.02502903711875868 -0.0015460955988597146 0.022649468423478564 -0.014024977205983183
leaf_weight=0.0010002707825381685 0.0010035068631098409 0.0010390954613183918 0.0010147269952346626 0.001411407651436482 0.001044843170580235 0.0018228864607500428 0.0010837438687273425
leaf_count=512 112 169 292 229 304 1313 190
internal_value=0 0.00157605 -0.00306175 0.0128681 -0.0158401 0.0036745 0.00897532
internal_weight=0 0.00841697 0.00596647 0.0024505 0.00205957 0.0039069 0.00290663
internal_count=3121 3009 2611 398 596 2015 1503
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=7
num_cat=0
split_feature=13 3 39 52 4 16
split_gain=2.08738e-05 3.67732e-05 5.02068e-05 4.91143e-05 7.00402e-05 9.79024e-05
threshold=-0.23438999999999996 0.11296500000000002 0.085060000000000011 0.089325000000000015 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011785183638236421 -0.012239335989885023 -0.017630453638821958 0.02062432954759142 -0.021069266956141995 -0.002657645634234259 0.037225886214792274
leaf_weight=0.0012935097613253248 0.0019821991419028523 0.0012549856440082774 0.0010941940015188256 0.0011661223718381717 0.0015963462084625465 0.0010016561812799174
leaf_count=169 1461 100 302 664 217 208
internal_value=0 -0.00189538 0.000991429 -0.002747 0.00191787 0.0127194
internal_weight=0 0.0080955 0.00684052 0.00574632 0.0045802 0.002598
internal_count=3121 2952 2852 2550 1886 425
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=9
num_cat=0
split_feature=50 160 12 43 43 13 4 2
split_gain=3.85338e-05 6.43788e-05 8.85635e-05 6.67993e-05 6.58217e-05 3.46153e-05 5.75402e-05 6.3938e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -1.0000000180025095e-35 -0.117405 0.0061450000000000003 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=0.00037309747161261926 -0.0003610002183213767 -0.00054139056085176411 0.00047813734854767185 -0.00049385553374460425 0.00032330085056467858 -0.00043016607093617924 0.00048581628801089218 -0.00020704078296954282
leaf_weight=0.0018171624426348504 0.0010141770575457535 0.0011411082433189536 0.0011566410452151978 0.0010049449573097304 0.0013534269230781335 0.0010331382939010288 0.0010182934943758039 0.0010300622247061784
leaf_count=625 597 274 157 794 102 392 49 131
internal_value=0 4.09754e-05 -3.70228e-05 5.02262e-05 -4.07576e-05 6.19136e-05 -5.28907e-05 0.000137397
internal_weight=0 0.00955478 0.00773762 0.00659651 0.00543987 0.00443492 0.00308149 0.00204836
internal_count=3121 2524 1899 1625 1468 674 572 180
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=9
num_cat=0
split_feature=147 15 16 52 16 3 12 2
split_gain=4.66083e-05 6.89815e-05 8.54754e-05 5.32649e-05 8.37837e-05 6.92853e-05 8.90742e-05 4.22637e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.26676500000000009 0.090900000000000009 0.09141500000000001 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00042716788327241403 0.00039318705253301914 -0.00056402107920746659 -4.684673861837371e-05 0.00036540204282102962 -0.00057855948728983736 0.00036706932134762237 0.00031382255045455239 -0.00056992046008457798
leaf_weight=0.0010747822453608868 0.0010508283694399831 0.0012953616616192386 0.0010369872691034245 0.0011722771371708634 0.001109810175032552 0.0015176874419464449 0.0011616939887519259 0.0013898527188908791
leaf_count=243 124 196 404 418 336 118 466 816
internal_value=0 -4.14267e-05 -9.94249e-05 -1.79691e-05 -9.02688e-05 1.58586e-05 -0.000132678 -0.000346411
internal_weight=0 0.00975845 0.00868367 0.00738831 0.00621603 0.00510622 0.00358853 0.00242684
internal_count=3121 2997 2754 2558 2140 1804 1686 1220
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=2.13984e-05 3.05684e-05 5.71772e-05 3.25521e-05 6.26102e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016269981006284837 0.013436547363568203 0.016306267698843583 -0.012071933851150263 -0.014586824720661966 0.015183553922138691
leaf_weight=0.0012278073394560675 0.0010519941852066257 0.0017853621938445337 0.001680295893426689 0.0019677000255546371 0.0016910359012932696
leaf_count=806 368 745 153 508 541
internal_value=0 -0.00169713 0.000814331 -0.00436614 0.00159922
internal_weight=0 0.0083522 0.00712439 0.00533903 0.00337133
internal_count=3121 2753 1947 1202 694
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=8
num_cat=0
split_feature=376 43 3 0 49 15 16
split_gain=3.5376e-05 5.14654e-05 5.52291e-05 0.000104239 9.68029e-05 9.11615e-05 2.23919e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.006494999999999999 -0.055554999999999993 -0.16927999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00034863357800209204 0.00033385286004435403 -0.00040135739110838491 -0.00029336845548284243 -0.00051934168268993474 0.00021491014851254001 0.00069093662945753933 -0.00019076380832861787
leaf_weight=0.0015704720361068387 0.0010871877996843473 0.0013039676637150626 0.0018122098182690449 0.0014778970004049362 0.0010902121304720246 0.0012402883069781967 0.0010056563963362212
leaf_count=260 166 321 410 266 132 1052 514
internal_value=0 -3.9534e-05 1.80262e-05 -6.03301e-05 7.14344e-05 0.000269596 2.02564e-05
internal_weight=0 0.0095007 0.00819674 0.00662626 0.00514837 0.00333616 0.00209587
internal_count=3121 2955 2634 2374 2108 1698 646
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=2.01126e-05 6.02304e-05 8.42884e-05 8.75222e-05 0.000117939 8.8917e-05 6.64363e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.024204267927407985 0.010197482590019877 -0.017449178970508721 0.03160663391809234 -0.042085565370379559 0.029329316109930965 -0.0014678857674772757 -0.001654170566798994
leaf_weight=0.0010645737535544013 0.0016030795412627866 0.0010211676972460963 0.0013083398647752171 0.0010495148419368506 0.0011413895838489128 0.0011078955684957481 0.0011100651128298725
leaf_count=198 553 667 273 218 196 108 908
internal_value=0 -0.0021004 0.00139172 -0.00697645 0.00724033 -0.0212272 0.0163397
internal_weight=0 0.00780295 0.00673837 0.00431997 0.00216256 0.00215741 0.0024184
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=7
num_cat=0
split_feature=3 13 48 150 1 2
split_gain=2.26958e-05 3.23374e-05 6.34912e-05 6.64291e-05 5.35426e-05 4.20761e-05
threshold=0.13524500000000003 -0.095304999999999987 0.092475000000000016 0.086615000000000011 0.111945 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.018576138262136388 0.011077197947542593 0.0068461792904814097 0.023538378188136654 -0.024642459805316527 0.018201042125361607 -0.016202309840475673
leaf_weight=0.0010439634533240027 0.0015430656449355864 0.0014962416483749132 0.0010041005565415758 0.0012003518312237275 0.0013854844036751755 0.0016829000715219715
leaf_count=228 192 924 263 224 213 1077
internal_value=0 -0.00219423 0.000332277 -0.00370959 0.00179509 -0.00535469
internal_weight=0 0.00781304 0.00676908 0.00576498 0.00456463 0.00317914
internal_count=3121 2929 2701 2438 2214 2001
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=8
num_cat=0
split_feature=0 43 49 47 4 150 3
split_gain=2.11171e-05 3.94867e-05 4.28632e-05 4.82555e-05 2.73932e-05 2.22444e-05 1.99273e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 1.0000000180025095e-35 0.055260000000000011 0.095565000000000011 -0.116045
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.018094104133858226 0.018874680796964215 -0.021211768171755421 0.02694220205681689 -0.0059731472691477629 0.0046740463282361425 -0.00071879045860907972 -0.0008586296060606966
leaf_weight=0.0013315989623621837 0.0010193813398573504 0.0010071956718300887 0.0012123345417844381 0.0015992614967622783 0.0010148759061181574 0.0011172060115945447 0.0010276029980266308
leaf_count=295 129 335 1378 331 355 175 123
internal_value=0 -0.00252766 0.00095557 0.00727927 0.0167952 -0.0104347 0.0089684
internal_weight=0 0.00728247 0.00595087 0.00382647 0.00222721 0.0021244 0.00204698
internal_count=3121 2869 2574 2064 1733 510 252
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=7
num_cat=0
split_feature=3 0 0 52 0 3
split_gain=1.8909e-05 3.17458e-05 7.80148e-05 4.79261e-05 3.57914e-05 5.19862e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 0.12113000000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -3
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.014002363656131479 0.010123154352306563 0.027804718695194977 -0.028442637476459559 0.010706087410708772 -0.009911793776925467 -0.002859344421492026
leaf_weight=0.0013130129046101625 0.0015388729381735087 0.0011231951572366061 0.0012696360934568774 0.0019521929903287961 0.0010226762143749346 0.0010888476676231031
leaf_count=169 192 101 1951 285 132 291
internal_value=0 -0.00200997 -0.00740858 0.000770262 0.0055585 0.0127108
internal_weight=0 0.00776956 0.00453484 0.00326521 0.00323472 0.00221204
internal_count=3121 2929 2405 454 524 392
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=7
num_cat=0
split_feature=49 15 52 2 4 15
split_gain=1.75887e-05 4.7788e-05 3.34507e-05 7.37542e-05 0.000137633 9.53725e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.10744000000000002 0.10097500000000002 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.022592653500595899 -0.013793948017819958 -0.0070074763175296227 0.011338654188807376 -0.046930748071291849 0.0052049654991208009 0.018494182597951405
leaf_weight=0.0010950257251861213 0.0017983119538667752 0.0010866877152676832 0.0014155402852584729 0.001024013591426111 0.0010016433552198813 0.0018620921034639317
leaf_count=226 601 199 504 356 183 1052
internal_value=0 0.00784915 -0.00241661 -0.00584098 -0.0211508 0.00263142
internal_weight=0 0.00218171 0.0071016 0.00568606 0.00202566 0.0036604
internal_count=3121 425 2696 2192 539 1653
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=8
num_cat=0
split_feature=13 0 47 48 15 0 12
split_gain=1.90479e-05 3.58659e-05 6.32639e-05 6.09714e-05 6.26061e-05 9.46992e-05 4.53703e-05
threshold=-0.23438999999999996 -0.019414999999999998 0.092530000000000015 0.085875000000000021 -0.095244999999999982 -0.11242999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -3
right_child=1 6 -4 -5 5 -7 -8
leaf_value=0.011324775907680619 0.02735750288074586 0.023635333070775481 -0.023911536418414436 -0.019618546557195572 0.018990323983642751 -0.024378697495377178 -0.0045289489932341239
leaf_weight=0.0012780664222682295 0.0010460791927696532 0.0010799507735800538 0.0014747710365424268 0.0011359324458456747 0.0010021849559596412 0.0010118035250498193 0.0012159950527118385
leaf_count=169 245 176 290 300 174 1606 161
internal_value=0 -0.00182611 -0.00609545 0.000166381 0.00751077 -0.00279775 0.00871877
internal_weight=0 0.00796672 0.00567077 0.004196 0.00306007 0.00201399 0.00229595
internal_count=3121 2952 2615 2325 2025 1780 337
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 4 2
split_gain=4.40183e-05 6.54156e-05 7.40966e-05 5.18715e-05 9.79704e-05 6.47855e-05 6.63637e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 -0.0024449999999999997 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00050355029774720695 -0.00038644972546936793 -0.00035945909003958453 -0.00024167233011429434 0.00072663237936726054 0.00047205247521886414 -0.00031250102359263096 -0.00014092185378983797
leaf_weight=0.0010536512347189214 0.0010164284411113981 0.001866218545683895 0.0014687454829448087 0.0010007067257094748 0.001606542401410127 0.0013348205545963008 0.0011762238506965088
leaf_count=218 597 334 402 261 882 253 174
internal_value=0 4.28543e-05 -1.45689e-05 8.31443e-05 0.000176354 4.26181e-05 0.00021296
internal_weight=0 0.00950691 0.00845326 0.00658704 0.00511829 0.00411759 0.00278277
internal_count=3121 2524 2306 1972 1570 1309 1056
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=7
num_cat=0
split_feature=1 42 3 3 2 15
split_gain=1.72408e-05 3.43686e-05 8.15611e-05 2.958e-05 2.85899e-05 7.38488e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10217499999999997 0.098260000000000014 -0.089964999999999976
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4
right_child=-2 3 4 -5 -6 -7
leaf_value=0.027185939179503196 0.0091127503942014087 -0.023394006556938327 0.0072555450469999287 -0.00038569568017224543 0.0048725670572855682 -0.029001402209692419
leaf_weight=0.0010572832217444891 0.0016932646721418915 0.0011734241171042802 0.0010813793138123213 0.0010667164155347601 0.0019903407212412683 0.0011691339651288882
leaf_count=200 279 130 166 1313 369 664
internal_value=0 -0.00205375 0.00233682 -0.0124378 -0.00385829 -0.0115798
internal_weight=0 0.00753828 0.00529814 0.00224014 0.00424085 0.00225051
internal_count=3121 2842 1399 1443 1199 830
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=8
num_cat=0
split_feature=52 52 49 16 15 0 4
split_gain=1.74186e-05 4.76837e-05 4.51841e-05 6.41627e-05 6.30851e-05 7.11936e-05 5.97486e-05
threshold=0.11434500000000002 0.091275000000000009 -0.080089999999999981 0.071345000000000006 -0.095869999999999983 -0.11756999999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.017622546979222147 -0.01072767324991529 0.022145689712034608 -0.027386924259252928 -0.026033912354387834 -0.0016824741903714011 0.0077063065843900481 0.030457797595277593
leaf_weight=0.0010764661849644993 0.0013011360242935364 0.0010018561392586105 0.0012544542954824661 0.001133188195472104 0.0013614110150511585 0.0010721795935738085 0.0010056572698104158
leaf_count=224 501 214 153 471 1075 280 203
internal_value=0 0.00175859 -0.00120011 -0.00467743 0.000478613 -0.011215 0.0119724
internal_weight=0 0.00790521 0.00690336 0.00582689 0.0046937 0.00232663 0.00236707
internal_count=3121 2620 2406 2182 1711 433 1278
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=8
num_cat=0
split_feature=50 160 43 2 2 16 15
split_gain=4.21961e-05 6.10646e-05 6.09818e-05 5.08685e-05 8.35338e-05 0.000146153 9.34903e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.14968999999999996 0.11389000000000002 0.098260000000000014 -0.056919999999999991 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00035511116319226832 -0.00039276587294747743 0.00031908257123000047 -0.00035779348042789237 -0.00048949586252624894 0.0003281497810341343 -0.00079996946176973626 0.00043881861481306585
leaf_weight=0.0017966731720909747 0.0010048522911414249 0.0014245069269955193 0.0010604841638952288 0.0012207950005658514 0.0015885101919816151 0.0011105776846501757 0.0012157564356588197
leaf_count=625 597 186 153 272 311 430 547
internal_value=0 2.99325e-05 -4.67331e-05 -0.000130835 -4.28307e-05 -0.000216831 6.76828e-05
internal_weight=0 0.0094173 0.00762063 0.00619612 0.00497533 0.00338682 0.00227624
internal_count=3121 2524 1899 1713 1441 1130 700
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 4 13
split_gain=5.84841e-05 8.17799e-05 4.68173e-05 8.23277e-05 7.13964e-05 6.06614e-05 5.88313e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 -0.036034999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00055871508794966393 -0.0004434675515105825 -0.00030934969174884939 0.00056266149490813802 -0.00040118628004155358 -0.00046876439815573455 3.553716118251358e-05 0.00017217410161460503
leaf_weight=0.0010616236607716269 0.0010428977368432046 0.0017020326558661817 0.0019255937319669365 0.0012510779175210112 0.0010082802115059454 0.0014879401492521381 0.001212980522286731
leaf_count=219 579 582 949 168 178 270 176
internal_value=0 4.5312e-05 -1.81541e-05 5.38229e-05 0.000154847 0.000332891 -0.000118762
internal_weight=0 0.00964953 0.00858791 0.00688587 0.00563479 0.00341353 0.00222126
internal_count=3121 2542 2323 1741 1573 1219 354
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=9
num_cat=0
split_feature=48 12 11 13 1 13 15 3
split_gain=4.2735e-05 7.45669e-05 5.25302e-05 6.66682e-05 7.8616e-05 5.93995e-05 6.27347e-05 4.49154e-05
threshold=-0.032929999999999994 0.11650500000000001 0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.11217000000000001 -0.091964999999999977 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8
right_child=1 -3 -4 5 -6 -7 7 -9
leaf_value=0.00036971855553656347 -2.9290723646506875e-06 -0.0005450815904495599 -0.00039974931437543825 0.00011971067849961133 0.00075386136889050688 0.0003292546840843442 -0.00068092363524880663 -0.00012744982098343685
leaf_weight=0.0010991126993766141 0.0010631790838466553 0.0010001863892021264 0.0010060963505512813 0.0018033477123390656 0.0010478893019633629 0.0012855776392323368 0.001000788770388173 0.0012907762810267034
leaf_count=180 525 141 182 342 282 143 1161 165
internal_value=0 -3.86749e-05 2.09299e-05 7.7426e-05 0.000372726 -3.84366e-05 -0.000153871 -0.000369167
internal_weight=0 0.00949784 0.00849766 0.00749156 0.00211107 0.00538049 0.00409491 0.00229157
internal_count=3121 2941 2800 2618 807 1811 1668 1326
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=8
num_cat=0
split_feature=50 15 43 16 16 49 2
split_gain=6.96191e-05 5.17513e-05 6.05624e-05 8.8088e-05 0.000101966 0.000107689 7.07514e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.20207499999999998 0.22339500000000004 -0.013324999999999998 -0.043469999999999995 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00043912350200712156 -0.0005070734763810245 0.0003359631842566387 0.0002165208820684099 -0.0005720649950824682 0.00040348117695911633 -0.00014025994019906173 -0.00081131472198664142
leaf_weight=0.0010686134514854154 0.0010173356908174573 0.0015306684158568687 0.0017202120603748141 0.0012266895907674883 0.0017446952984294635 0.0014391033354994342 0.0010410237678366871
leaf_count=219 579 160 202 383 566 831 181
internal_value=0 3.19028e-05 -1.8102e-05 -9.36705e-05 5.04069e-06 -0.00016046 -0.000421933
internal_weight=0 0.00977101 0.00870239 0.00717172 0.00594503 0.00420034 0.00248013
internal_count=3121 2542 2323 2163 1780 1214 1012
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=9
num_cat=0
split_feature=1 150 11 43 3 2 4 13
split_gain=8.78899e-05 9.1552e-05 8.45604e-05 0.000105134 9.39934e-05 6.85518e-05 6.49013e-05 6.60158e-05
threshold=0.13686500000000004 0.11456000000000001 0.081005000000000008 -0.052894999999999991 -0.075944999999999985 0.089885000000000007 0.055260000000000011 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=8.6286781296199524e-05 0.00052783114667148928 -0.00063516714869962148 -0.0005397521975935651 -0.00048097485625536452 0.00080892680667732678 -0.00013148398734071613 -0.00032921130917583488 0.00052072738944843521
leaf_weight=0.001905224349865107 0.0010347206997722196 0.0010005706233765241 0.0010290843978334697 0.0014156197418638689 0.0010867305953041291 0.0011161385387564321 0.0012829789560643047 0.0012819924203439539
leaf_count=913 169 111 171 789 361 65 188 354
internal_value=0 -7.21396e-05 -1.03538e-05 5.6999e-05 0.000348762 -0.000114276 2.67428e-05 0.000217175
internal_weight=0 0.0101183 0.00911777 0.00808868 0.00299195 0.00509673 0.00368111 0.00239813
internal_count=3121 2952 2841 2670 1274 1396 607 419
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=8
num_cat=0
split_feature=150 150 1 42 2 3 0
split_gain=1.93966e-05 5.05517e-05 4.69252e-05 4.82283e-05 4.87837e-05 5.89312e-05 3.26166e-05
threshold=0.11456000000000001 0.081835000000000019 0.12811000000000003 0.088915000000000008 0.096540000000000015 0.090900000000000009 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.022075155776494829 -0.013121233408923389 0.021583674794795601 0.016173991363215845 -0.024983195232879306 0.026890699782039035 -0.0039754206912782815 0.0015587465846404124
leaf_weight=0.0013018255474264071 0.0010110998037310146 0.0010933863432486439 0.0012435154807607868 0.0010196196862290513 0.0010343080318877865 0.0015388640128730646 0.0010589227410210365
leaf_count=436 124 296 218 729 374 114 830
internal_value=0 0.00154959 -0.00149402 -0.00518433 -0.0010928 0.00843147 -0.0114741
internal_weight=0 0.00829044 0.00719706 0.00595354 0.00493392 0.00257317 0.00236075
internal_count=3121 2997 2701 2483 1754 488 1266
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 3 4
split_gain=5.93864e-05 4.76495e-05 4.32586e-05 6.21569e-05 6.81383e-05 0.000124892 0.000164375
threshold=0.083090000000000011 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.10299500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00042464901473195739 -0.00045164208806837376 -0.00029598979929195898 0.00046892795057906816 -0.0002789910042615286 -0.00022698156133019726 0.00081784469754907641 -0.00051756184805936106
leaf_weight=0.0011307266391480221 0.0010171569103573511 0.0015830497779092765 0.0015659225932588207 0.001557264840605266 0.0012667988971942238 0.0012152510548251623 0.0011095187734384549
leaf_count=180 597 443 891 246 233 150 381
internal_value=0 4.70423e-05 -4.41352e-06 6.43276e-05 0.00016799 0.000296592 5.98257e-05
internal_weight=0 0.00942853 0.00829781 0.00671476 0.00515749 0.00389069 0.00267544
internal_count=3121 2524 2344 1901 1655 1422 1272
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=8
num_cat=0
split_feature=50 484 43 52 15 3 3
split_gain=5.5034e-05 4.96702e-05 5.49468e-05 4.77898e-05 5.97162e-05 7.24873e-05 5.19779e-05
threshold=0.086580000000000004 0.085515000000000022 -0.14968999999999996 0.084960000000000022 -0.15026499999999995 -0.074084999999999998 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00031955258839755265 -0.00043306904563770711 0.00044955690556352612 0.00043275166399484927 -0.00038139727663510453 0.00024598538792555593 -0.00055249333788599895 -2.440170439893624e-05
leaf_weight=0.0016356576192471523 0.0010267221356246156 0.0010383825632459829 0.0010286834353249253 0.0015663873521436014 0.0015793029102860305 0.0013735832298656428 0.0014981062258389083
leaf_count=208 579 297 194 629 741 309 164
internal_value=0 4.42663e-05 -4.20876e-06 -7.9366e-05 6.97085e-06 -9.14328e-05 -0.000276998
internal_weight=0 0.0097201 0.00868172 0.00704606 0.00547968 0.00445099 0.00287169
internal_count=3121 2542 2245 2037 1408 1214 473
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=9
num_cat=0
split_feature=50 160 150 49 1 47 2 3
split_gain=5.0302e-05 5.11939e-05 6.14371e-05 6.64347e-05 6.93204e-05 6.1871e-05 7.75893e-05 4.88095e-05
threshold=0.086580000000000004 0.092070000000000013 0.11456000000000001 -0.026779999999999995 0.12337000000000002 0.092530000000000015 0.10097500000000002 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00050517132461400593 -0.00041406202140658764 -0.00038425696083069157 -0.00037323932093586418 5.465649069819099e-05 0.00050478824155492119 -0.00046961658568399811 -0.00025517296047944399 0.00058996511926871211
leaf_weight=0.0015459237928514462 0.0010498019582168934 0.0010010934700738485 0.0010108365068275801 0.0016126647086866968 0.0010930579956727679 0.001027997485647178 0.0017747170927397116 0.0011026242822610101
leaf_count=277 579 246 113 1069 175 190 382 90
internal_value=0 3.67577e-05 8.2731e-05 0.000139236 5.36662e-05 -3.56962e-05 6.36508e-05 0.000272035
internal_weight=0 0.0101689 0.00916782 0.00815699 0.00661106 0.005518 0.00449001 0.00271529
internal_count=3121 2542 2296 2183 1906 1731 1541 1159
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=9
num_cat=0
split_feature=41 157 49 43 43 16 49 3
split_gain=6.39962e-05 6.8991e-05 0.000112387 7.75283e-05 8.9e-05 6.51383e-05 4.63706e-05 5.9964e-05
threshold=0.075585000000000013 -0.06266999999999999 0.093655000000000002 -0.069134999999999988 -0.090299999999999991 -0.056919999999999991 -0.053364999999999996 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8
right_child=-2 2 -4 5 -6 -7 7 -9
leaf_value=0.00049917342076524036 -0.00047832778916406392 -0.00011238962666492385 0.00054687508233937148 0.00026926655959095901 0.00061491791270371695 -0.00053357071428386917 -0.00055662389768761837 7.306119648112046e-05
leaf_weight=0.0011038584485879204 0.0010224179239716217 0.0017021513575998849 0.001173608801184751 0.0010237934795156033 0.0010433775896507426 0.0018919994992703318 0.0011259001356570208 0.0012023615331499659
leaf_count=443 170 345 339 88 491 411 708 126
internal_value=0 3.60788e-05 -1.97087e-05 -0.000102935 0.000164008 -0.000242694 -7.85141e-05 -0.000231442
internal_weight=0 0.0102671 0.00916319 0.00798958 0.00274553 0.00524405 0.00335206 0.00232826
internal_count=3121 2951 2508 2169 836 1333 922 834
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=8
num_cat=0
split_feature=1 15 42 3 2 0 3
split_gain=1.72259e-05 2.85657e-05 5.02053e-05 4.02199e-05 8.18991e-05 3.46623e-05 2.52132e-05
threshold=0.11588000000000001 0.013270000000000002 0.075730000000000006 0.12178000000000001 0.099185000000000009 -0.13027499999999997 0.10299500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=0.01251520801375124 0.01561883870305256 -0.016945974041564161 -0.015888726921074191 -0.0104633486460445 0.033243974747024986 -0.013616963292660076 -0.0047086887936885419
leaf_weight=0.0010223719324417698 0.0014475106415593139 0.0011602206448829734 0.0014401262212507468 0.001132771314487746 0.0011180535648005674 0.0010080548838206265 0.0010548323542978071
leaf_count=93 260 1157 767 66 307 316 155
internal_value=0 -0.00263868 0.000262654 0.00569565 0.0115094 -0.000458745 0.00705002
internal_weight=0 0.0068816 0.00572138 0.00428125 0.00314848 0.00203043 0.00250234
internal_count=3121 2706 1549 782 716 409 415
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=8
num_cat=0
split_feature=50 160 43 16 2 2 15
split_gain=4.67121e-05 5.45352e-05 6.70856e-05 5.46294e-05 0.000151316 7.39743e-05 8.32593e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.14968999999999996 -0.056919999999999991 0.098035000000000011 0.10644500000000001 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0003526826479331906 -0.00040344080853161294 0.00035059505273172414 -0.00016465321080501115 -0.00089636050124229443 0.00014114805119261922 -0.0003427792642873177 0.00054907621663288959
leaf_weight=0.0017567804002136958 0.0010048966962348796 0.0014343734522874844 0.0011730375843030478 0.0010675072170868696 0.0010946550185396509 0.0014111310243020811 0.0013533706541793314
leaf_count=625 597 186 182 427 292 233 579
internal_value=0 4.1585e-05 -3.09561e-05 -0.00012068 -0.000371093 1.68259e-05 0.000217684
internal_weight=0 0.00929086 0.00753407 0.0060997 0.00216216 0.00393754 0.00252641
internal_count=3121 2524 1899 1713 719 994 761
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=7
num_cat=0
split_feature=3 39 457 3 3 16
split_gain=1.99636e-05 3.27195e-05 4.88224e-05 7.90891e-05 4.4809e-05 1.83196e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 -0.13309499999999996 -0.070454999999999976
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.010564020027063706 0.010320242213944909 0.012496550869851981 0.015167312567120722 -0.033839840247439135 0.012201590823350483 -0.014990166424713826
leaf_weight=0.0017682711886074203 0.0015498104412985771 0.0012833438787271155 0.0010170583092721387 0.0010048081097383003 0.0016917491444206248 0.0010589869405271892
leaf_count=278 192 335 176 184 1593 363
internal_value=0 -0.00210264 -0.00496706 -0.00867425 0.000567043 -0.0241676
internal_weight=0 0.00782422 0.00654087 0.00552382 0.00346002 0.0020638
internal_count=3121 2929 2594 2418 1871 547
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=8
num_cat=0
split_feature=50 484 43 0 16 3 0
split_gain=7.42484e-05 5.593e-05 6.08433e-05 5.80397e-05 6.40435e-05 8.47302e-05 8.70385e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.11070500000000001 -0.45661999999999997 -0.074084999999999998 -0.14001499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00031997609830695315 -0.0004960435338625394 0.00045112821516663594 -0.00032797261303552311 -0.00049116008040727809 0.00052253779878677208 0.00024074036307370939 -0.00042874878393799298
leaf_weight=0.0017189390055281518 0.0011027821803209952 0.001128838633259307 0.0017723869954404115 0.0011655598793696691 0.0013482839682501966 0.0016129575348626806 0.0013899727399437401
leaf_count=207 579 322 234 111 1055 142 471
internal_value=0 3.96948e-05 -1.18635e-05 -9.01183e-05 -1.37844e-05 0.000114194 -6.91475e-05
internal_weight=0 0.0101369 0.0090081 0.00728916 0.0061236 0.00435121 0.00300293
internal_count=3121 2542 2220 2013 1902 1668 613
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=8
num_cat=0
split_feature=150 150 1 4 15 16 2
split_gain=1.79571e-05 3.91809e-05 3.88979e-05 6.73841e-05 5.36856e-05 3.09139e-05 6.58669e-06
threshold=0.11456000000000001 0.081835000000000019 0.111945 -0.0016099999999999997 -0.10653 -0.0073349999999999986 0.098260000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.011198069265233909 -0.012576009712101528 0.01904807332566015 0.026323351348762666 -0.022911389504402233 -0.0034531461038247919 0.003832005340531559 0.015281110553357062
leaf_weight=0.0011196729406115855 0.0010207834001139974 0.0011014533428860118 0.0010366502695299382 0.0016388544591508254 0.0014558253271173508 0.001008599166693019 0.0010013716553154656
leaf_count=1145 124 296 232 553 155 398 218
internal_value=0 0.00147349 -0.00119249 -0.00648413 0.00893125 0.00211809 0.00953597
internal_weight=0 0.00836243 0.00726097 0.0047685 0.00249248 0.00312964 0.00200997
internal_count=3121 2997 2701 2314 387 1761 616
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=8
num_cat=0
split_feature=49 160 43 0 2 3 48
split_gain=1.60258e-05 4.94203e-05 7.27466e-05 5.78472e-05 5.61493e-05 4.34857e-05 2.83814e-05
threshold=0.093655000000000002 -0.063384999999999983 -0.074359999999999996 -0.10151999999999999 0.098260000000000014 -0.086769999999999986 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -3 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.014530590780921247 0.010810330140115563 -0.0050296040688147551 0.0083014144823173198 -0.041201089221414175 -0.0088703597083730334 0.023230520886426482 -0.014023876739986472
leaf_weight=0.0015371386664972866 0.0011866275471686004 0.0010520800563580631 0.0012733314394594896 0.0010390692208352896 0.0011120963746284157 0.0011286082260819718 0.0010300718436669354
leaf_count=677 436 279 184 806 245 400 94
internal_value=0 -0.00162602 -0.0053689 -0.012695 -0.0244869 0.00959633 -0.00168236
internal_weight=0 0.0081724 0.00663526 0.00445457 0.00215117 0.00218069 0.0023034
internal_count=3121 2685 2008 1329 1051 679 278
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=9
num_cat=0
split_feature=159 51 457 4 16 13 16 13
split_gain=7.1297e-05 5.21703e-05 6.41763e-05 6.37149e-05 6.61422e-05 7.01386e-05 8.50814e-05 2.57034e-05
threshold=-0.032739999999999991 0.092235000000000011 0.084485000000000018 0.27834500000000006 -0.27167499999999994 1.0000000180025095e-35 0.15891500000000003 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00049315044236284908 -0.00046938626881879721 0.0004550797167065654 -0.00046357144096415329 0.00041470003688274929 0.00023210685831000932 -0.00025299633063849707 -0.00021546397988004992 0.00065121781376804811
leaf_weight=0.0010199994298512255 0.0010773452683172586 0.0010942813180485423 0.0010112679620792996 0.0015675050784149389 0.0010844131082179101 0.0017496211485297213 0.0011010975290464504 0.0011691298331082387
leaf_count=421 149 244 191 267 771 382 252 444
internal_value=0 5.1418e-05 9.95585e-07 6.16221e-05 -2.79099e-05 6.52716e-05 0.000231265 0.00044954
internal_weight=0 0.00985466 0.00876038 0.00774911 0.00618161 0.00510426 0.00335464 0.00225354
internal_count=3121 2700 2456 2265 1998 1849 1467 1215
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=7
num_cat=0
split_feature=2 51 15 16 2 0
split_gain=2.08994e-05 3.26945e-05 4.32786e-05 7.27215e-05 8.96862e-05 8.40069e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.14809499999999998 -0.27167499999999994 0.11093500000000002 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.012459831872626609 -0.01513985520339476 0.020331181575746989 -0.022897126368410514 0.015329404844690095 0.028457964973318678 -0.017485091250945172
leaf_weight=0.0011692261985035502 0.0015065179059443462 0.0010018304993484025 0.0013080924735085608 0.0012972145498393651 0.0011148894127958474 0.0019573061006904011
leaf_count=199 514 260 219 152 212 1565
internal_value=0 -0.00183271 0.00116871 -0.00221263 0.00397979 -0.00440561
internal_weight=0 0.00818585 0.00667933 0.0056775 0.00436941 0.00325452
internal_count=3121 2922 2408 2148 1929 1717
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=8
num_cat=0
split_feature=52 13 51 15 4 52 43
split_gain=1.77201e-05 4.38069e-05 4.96943e-05 3.408e-05 5.77352e-05 4.94111e-05 5.74356e-05
threshold=0.11434500000000002 -0.23438999999999996 0.085720000000000005 -0.15914499999999995 0.098655000000000007 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.019715825569481517 -0.01078959575124569 0.018569714995357804 -0.021867077382663247 -0.011886035502822462 -0.016912539597777155 -0.0026662959096461353 0.029804537113411678
leaf_weight=0.0011579398700835462 0.0013171659379125336 0.001046178476521345 0.0010039981435432544 0.0010126112341695835 0.0015925112724363582 0.0010113889101200425 0.0011806708292358479
leaf_count=137 501 210 268 525 211 929 340
internal_value=0 0.00172708 -0.00131495 0.00221629 -0.0013501 0.00638342 0.0148229
internal_weight=0 0.0080053 0.00684736 0.00584336 0.00479718 0.00320467 0.00219206
internal_count=3121 2620 2483 2215 2005 1794 1269
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=8
num_cat=0
split_feature=43 43 12 2 13 16 16
split_gain=1.81088e-05 5.66936e-05 2.50527e-05 6.34845e-05 7.08946e-05 6.95484e-05 2.38772e-05
threshold=-0.052894999999999991 -0.090299999999999991 0.098810000000000023 0.089885000000000007 -0.10664 -0.087874999999999981 0.15273500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 -1
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.013499892032452896 -0.01768932139918054 0.024637209169191411 -0.016197502361700516 0.029174541765531959 0.013156359485729373 -0.021176541360861282 0.0076314724552382449
leaf_weight=0.0011204499701678676 0.0014391095079303749 0.001085200724750498 0.0012000188750141468 0.0010369093039421136 0.001324401108191123 0.0010640546637589801 0.0010228802868634346
leaf_count=406 782 917 261 160 170 313 112
internal_value=0 0.00601402 -0.00325691 -6.45943e-05 0.00734014 -0.00213891 -0.00341519
internal_weight=0 0.00322853 0.00606449 0.00486447 0.00342537 0.00238846 0.00214333
internal_count=3121 1435 1686 1425 643 483 518
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=9
num_cat=0
split_feature=147 151 4 52 15 3 13 12
split_gain=5.79586e-05 6.71541e-05 0.000102068 7.33006e-05 8.54535e-05 8.27199e-05 4.56595e-05 2.23086e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 -0.024814999999999997 -0.086769999999999986 -0.0095349999999999983 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.00039768388259791464 0.00044594818115649773 -0.00058374954748220903 0.00058915872713660874 -0.000527045749059247 -0.00012735790570707207 0.0006755377507234395 -2.0619263562934037e-05 0.00026917659357177988
leaf_weight=0.0017118437584194282 0.0010210492460694656 0.0010006136000541514 0.0010857061117895122 0.0010788734555533157 0.0015543032706775242 0.0010304266732769924 0.0012390551252371104 0.0010473344106056662
leaf_count=462 124 463 237 396 526 122 207 584
internal_value=0 -4.50684e-05 3.00435e-05 -5.72921e-05 2.90206e-05 0.00021477 -0.000272208 0.000470704
internal_weight=0 0.00974816 0.00803631 0.00695061 0.00587173 0.00363206 0.00223967 0.00207776
internal_count=3121 2997 2535 2298 1902 1232 670 706
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=7
num_cat=0
split_feature=147 151 4 48 15 3
split_gain=2.05049e-05 4.68258e-05 5.74889e-05 3.23479e-05 6.029e-05 6.37233e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 0.091545000000000015 -0.016799999999999995 -0.086769999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.020182047500453819 0.013417171900249889 -0.020918259249993347 0.023555197336448615 0.01247692244087802 -0.014978596500842579 0.013900719556148923
leaf_weight=0.0011729751446765942 0.0010105909684425896 0.0017244001423881404 0.0010042450796730789 0.0011964734190461797 0.0012767703343641106 0.0019026566890448311
leaf_count=408 146 683 242 242 550 850
internal_value=0 -0.00167163 0.00138448 -0.00226531 -0.00586223 0.00230358
internal_weight=0 0.00827752 0.00710455 0.0061003 0.00490383 0.00317943
internal_count=3121 2975 2567 2325 2083 1400
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=7
num_cat=0
split_feature=43 16 52 1 4 1
split_gain=1.94837e-05 4.8023e-05 4.94427e-05 4.21071e-05 6.62863e-05 2.94468e-05
threshold=-0.20207499999999998 0.22339500000000004 -0.081429999999999989 0.091615000000000016 0.053925000000000008 0.11414000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010954817417946568 0.020918716319313743 -0.021088570841746888 -0.014572740851556125 0.02316117944608093 0.0038920184610447108 -0.017670484951559064
leaf_weight=0.0013755296596805735 0.0010737856014035093 0.0011234707256002141 0.0019111543737738426 0.0011912135622826488 0.0014780005360857142 0.0011082432414064509
leaf_count=199 362 408 1473 301 147 231
internal_value=0 -0.00194295 0.00123781 -0.00247717 0.00364243 -0.00534783
internal_weight=0 0.00788587 0.0067624 0.00568861 0.00377746 0.00258624
internal_count=3121 2922 2514 2152 679 378
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=8
num_cat=0
split_feature=147 0 15 16 16 0 2
split_gain=1.76629e-05 4.08298e-05 6.30016e-05 5.80465e-05 6.11148e-05 4.02066e-05 3.41409e-05
threshold=0.087350000000000025 -0.060129999999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.27167499999999994 -0.12333499999999999 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.01707718701466494 0.012485674579709371 0.026331991173728222 0.0091722436119391001 -0.024039819262091686 -0.003078238298585589 0.024417913812307127 -0.015819927609523762
leaf_weight=0.0013313670777478125 0.0010057166490318173 0.001119630142171789 0.0011382047716007905 0.0014613268220121656 0.0010982093079947167 0.0010311294816674269 0.0010516094374324785
leaf_count=267 146 245 125 1005 128 1033 172
internal_value=0 -0.00155294 0.0070361 -0.00732798 -0.000271194 0.0102367 -0.00282969
internal_weight=0 0.00823148 0.00330944 0.00492203 0.00346071 0.00212934 0.00218981
internal_count=3121 2975 542 2433 1428 1161 297
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=8
num_cat=0
split_feature=52 52 49 4 2 0 4
split_gain=1.74892e-05 3.57714e-05 3.39675e-05 7.34315e-05 4.61568e-05 8.66664e-05 2.92412e-05
threshold=0.11434500000000002 0.070205000000000017 -0.080089999999999981 -0.034939999999999992 0.11215000000000001 -0.13027499999999997 0.181285
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.014861640839523099 -0.010743669778001209 0.016121815136740103 -0.026611886321249507 0.030659766594326551 -0.016507744412512827 -0.01631062923654383 0.0073635872608594794
leaf_weight=0.0010720307604379538 0.0013056000862645507 0.0014204969863630427 0.0011857769220099288 0.0010757953170634875 0.0010600985520408798 0.0010266596899061319 0.0010608112681716191
leaf_count=220 501 562 695 132 291 610 110
internal_value=0 0.00174989 -0.00140004 -0.00462292 0.00155083 0.00760276 -0.00427986
internal_weight=0 0.00790167 0.00648117 0.00540914 0.00422336 0.00316327 0.00208747
internal_count=3121 2620 2058 1838 1143 852 720
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=9
num_cat=0
split_feature=147 0 4 16 13 0 2 3
split_gain=6.15367e-05 6.01584e-05 6.5905e-05 8.23959e-05 6.66427e-05 6.15473e-05 9.19566e-05 9.31338e-05
threshold=0.089025000000000007 -0.074479999999999977 -0.49405499999999997 0.22339500000000004 -0.0062949999999999994 -0.10607499999999999 0.11215000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00015432771516790789 0.00044597906786277231 -0.00031295376022211067 0.00083346593049278637 -0.00017695473580524326 0.00015766126975285462 -0.00061774442671729793 -0.00048066969202472764 0.00059264861672101972
leaf_weight=0.0017202375167689374 0.0010543536050339206 0.0010600784397854571 0.0010278885847418264 0.0011662205642527265 0.0012351240298311603 0.0010560850635961093 0.0014906485610631137 0.0010235739610037486
leaf_count=276 124 151 349 235 178 1578 147 83
internal_value=0 -5.26023e-05 0.000114342 0.000246432 0.00046462 -0.000194264 -8.86465e-05 0.00012433
internal_weight=0 0.00977986 0.00448931 0.00342923 0.00226301 0.00529055 0.00423446 0.00274381
internal_count=3121 2997 913 762 527 2084 506 359
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=9
num_cat=0
split_feature=50 160 12 1 4 12 3 3
split_gain=5.52467e-05 6.71762e-05 6.96309e-05 8.75869e-05 9.64071e-05 5.69072e-05 5.01506e-05 0.000100611
threshold=0.086580000000000004 -0.081969999999999987 -0.029094999999999999 0.094825000000000007 0.41555500000000006 0.092355000000000007 0.096675000000000011 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00045029858714945196 -0.0004411097708754007 -0.00045236632140825716 -5.3225586553682909e-06 0.00067614891752093434 -0.00022909842994330465 9.0300500863347283e-05 0.00019769176003461256 -0.00079302299381972671
leaf_weight=0.001303687860109602 0.0010328632898296474 0.0012644470198862985 0.0015739118325548997 0.0016726929419867594 0.0011302008532654423 0.0010299998203523071 0.0010080841015620567 0.0010323307536154408
leaf_count=435 579 312 610 182 77 183 32 711
internal_value=0 3.51838e-05 -2.69375e-05 4.52951e-05 0.000251787 0.000452881 -0.000173684 -0.00031733
internal_weight=0 0.0100154 0.00871167 0.00744722 0.00383289 0.00270269 0.00361433 0.00260624
internal_count=3121 2542 2107 1795 442 365 1353 1321
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=8
num_cat=0
split_feature=50 484 42 43 4 2 2
split_gain=5.73479e-05 6.23005e-05 4.62948e-05 8.67255e-05 5.34118e-05 5.49858e-05 5.7456e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.089885000000000007 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00034910755876560857 -0.00044403313954161544 0.00047824654655926734 0.00040518028588200811 -0.00057090449990896666 0.00020019258464478427 0.00028001692893262322 -0.0003063306688942198
leaf_weight=0.0013661399850203931 0.0010516359925665372 0.0010967350816667989 0.0018993530847651935 0.0011448273398970035 0.0017749613885247565 0.001121299057731825 0.0015047665142918451
leaf_count=667 579 322 571 375 187 182 238
internal_value=0 3.75384e-05 -1.73158e-05 4.35655e-05 -8.02809e-05 -0.0002123 -5.59672e-05
internal_weight=0 0.00990808 0.00881135 0.00744521 0.00554585 0.00377089 0.00262607
internal_count=3121 2542 2220 1553 982 795 420
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=8
num_cat=0
split_feature=50 160 12 43 49 3 4
split_gain=7.49211e-05 5.02082e-05 9.406e-05 7.93408e-05 7.47958e-05 8.08938e-05 8.72199e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00033845586629615361 -0.00051261420022320216 -0.00053118874781643035 0.00052798197291363362 0.00030894393371153268 -0.00065119526876664124 -0.00027825898039311395 0.00043530239636769777
leaf_weight=0.0018424318066735347 0.0010158712770825277 0.0011817286432324802 0.0011899966812153918 0.0017280456268262503 0.0010336702351186841 0.0017486724863958647 0.001056477310219225
leaf_count=626 579 276 161 183 140 1007 149
internal_value=0 4.68467e-05 -2.08315e-05 6.84265e-05 -2.98101e-05 -0.0001823 -9.51704e-06
internal_weight=0 0.00978102 0.00793859 0.00675686 0.00556687 0.00383882 0.00280515
internal_count=3121 2542 1916 1640 1479 1296 1156
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=8
num_cat=0
split_feature=484 160 12 1 0 3 4
split_gain=1.727e-05 3.32782e-05 5.03064e-05 5.3436e-05 6.85754e-05 0.000114279 5.14869e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 -0.15599999999999997 -0.077774999999999983 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.017327357932216677 0.012169643954165168 -0.019329730062196862 0.0066544302556809185 -0.0086096193971606141 0.00014266010485681154 0.044350395032208528 -0.021067131418801746
leaf_weight=0.0011523295364458197 0.0010299163545541617 0.0010400011251991302 0.0014666413624389225 0.0010314163083662009 0.0011644330586705193 0.0011746064533265524 0.0012334210124991863
leaf_count=632 368 301 523 92 183 176 846
internal_value=0 -0.00156296 0.00099182 0.00447331 0.0128707 0.0223427 -0.00600911
internal_weight=0 0.00826285 0.00711052 0.00607052 0.00337046 0.00233904 0.00270006
internal_count=3121 2753 2121 1820 451 359 1369
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=9
num_cat=0
split_feature=50 160 13 13 16 4 1 16
split_gain=7.88377e-05 6.51809e-05 6.11583e-05 9.06881e-05 0.000108341 9.67949e-05 6.63323e-05 3.47292e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.084034999999999985 0.05868000000000001 -0.024819999999999998 0.033845000000000007 0.083345000000000016 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=0.00046835907185031948 -0.00051996039793608608 -4.8625219330680336e-05 0.00040307887014374115 -4.8455943511375368e-05 -0.00075006929398095277 -0.00041125122847574024 0.00057718299520131478 0.00044030839923544406
leaf_weight=0.0012654107362591966 0.001018997863868081 0.0014100254652787785 0.0010092671800991106 0.0011427091468344235 0.001355641490862571 0.0012640551862651819 0.001209976391943796 0.001094058639545883
leaf_count=434 597 326 453 153 569 213 221 155
internal_value=0 5.32223e-05 -8.68374e-06 -0.000119934 -0.000311344 -4.97202e-05 0.000240387 0.000190611
internal_weight=0 0.00975114 0.00848573 0.00586573 0.00362896 0.00227332 0.00262 0.00223677
internal_count=3121 2524 2090 1543 1235 666 547 308
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=9
num_cat=0
split_feature=50 160 13 13 16 1 1 13
split_gain=6.71671e-05 6.43776e-05 6.0085e-05 0.000127693 0.000109075 7.44105e-05 5.74449e-05 3.82834e-05
threshold=0.086580000000000004 -0.081969999999999987 -0.084034999999999985 0.05868000000000001 -0.024819999999999998 0.083345000000000016 0.095950000000000021 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=0.00045721055036915026 -0.00049013184124102388 -8.3484442843769388e-05 0.00023763078622471507 0.00050783689816470321 -0.00079996563194268105 0.00058138975486487316 -0.00039087782737371693 -1.0605742588555997e-05
leaf_weight=0.0012515570686498926 0.0010056572992899132 0.0013810567961719874 0.0010600538714537356 0.001068055758193583 0.00134568415253775 0.0012178505518202693 0.0011830907161209398 0.001123790945967016
leaf_count=435 579 328 535 195 571 226 138 114
internal_value=0 4.24052e-05 -1.95493e-05 -0.000130878 -0.000358625 0.000228076 -9.38604e-05 0.000242024
internal_weight=0 0.00963114 0.00837958 0.00578068 0.00358883 0.00259891 0.00224314 0.00219185
internal_count=3121 2542 2107 1553 1244 554 673 309
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=8
num_cat=0
split_feature=42 43 0 49 0 52 2
split_gain=1.5251e-05 4.25483e-05 6.6274e-05 3.0772e-05 5.15272e-05 6.24096e-05 4.6727e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 0.0093850000000000027 -0.10151999999999999 -0.0064899999999999992 0.097845000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0098593167798941405 -0.0035427296087831971 -0.011545976633185849 0.03228974443452657 0.012895526830304907 -0.031981953870390441 0.019433973540392606 -0.0031104626296387158
leaf_weight=0.0013518200940465614 0.0010556417934047537 0.0013371387861790124 0.0010100291789028404 0.0010411255988061587 0.0010917971600458503 0.0012658684324590133 0.0011521036286151218
leaf_count=862 749 128 154 213 594 179 242
internal_value=0 0.00162949 0.0139779 -0.00270264 -0.00605316 0.00351988 -0.0171582
internal_weight=0 0.0079537 0.00206567 0.00588803 0.00484691 0.00260301 0.0022439
internal_count=3121 2259 903 1356 1143 307 836
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 2 16
split_gain=6.51634e-05 5.54746e-05 7.67448e-05 6.37029e-05 9.58706e-05 9.58181e-05 9.15387e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.11756999999999999 0.10774000000000002 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00034765556222411562 -0.00047894142999786049 -0.00048471312339262934 9.1459919065399543e-05 -0.0001421434792741394 0.00056090206897060056 0.0003705246147590946 -0.00066130718455842657
leaf_weight=0.0018536311848508626 0.0010177559820633399 0.0012051522287772507 0.0011043047297008396 0.0012990122457664363 0.0017508123091737066 0.0010603251106408823 0.0014193114808534911
leaf_count=626 579 276 586 128 224 206 496
internal_value=0 4.26034e-05 -2.95308e-05 5.31619e-05 0.000261454 -0.000124088 -0.000331905
internal_weight=0 0.00969255 0.00783892 0.00663377 0.00304982 0.00358394 0.00252362
internal_count=3121 2542 1916 1640 352 1288 1082
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=8
num_cat=0
split_feature=147 52 0 13 2 1 13
split_gain=1.71551e-05 3.71025e-05 6.96616e-05 5.11719e-05 4.99007e-05 9.9517e-05 4.14674e-05
threshold=0.087350000000000025 0.11434500000000002 -0.084044999999999995 -0.081224999999999978 0.11215000000000001 0.094385000000000011 0.11217000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.018237814028083658 0.012202055370249107 -0.017642155175673916 0.030498125408939581 -0.0085231678428471687 -0.025592920510077385 0.020862327526074007 0.018604757825260793
leaf_weight=0.0014345979933427727 0.0010191335966903961 0.0012210951894872715 0.0010170017677605336 0.001268396267411623 0.0011345509253533805 0.0011916377125837014 0.0010138804767103327
leaf_count=891 146 497 256 931 144 151 105
internal_value=0 -0.00154736 0.00123637 0.0118416 -0.00806748 -0.000496374 0.00352816
internal_weight=0 0.00828116 0.00706007 0.00329928 0.00376079 0.00262624 0.00228228
internal_count=3121 2975 2478 1292 1186 1042 1036
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=8
num_cat=0
split_feature=1 15 47 150 16 0 15
split_gain=1.84699e-05 4.32958e-05 6.22333e-05 7.65837e-05 5.52815e-05 4.05617e-05 1.51606e-05
threshold=0.077565000000000009 1.0000000180025095e-35 0.086380000000000012 0.087170000000000011 -0.020119999999999996 0.062580000000000011 -0.10324499999999999
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -4
right_child=1 -3 6 -5 -6 -7 -8
leaf_value=-0.021734996209084145 0.042531804943839319 -0.016395233447264908 0.0016183753039757205 -0.0044644103391618837 0.010683247243506493 0.0035634299930401916 -0.015260975617277016
leaf_weight=0.001102977087146649 0.0010403719189505892 0.0010038211506089665 0.0010030207332267344 0.0013475263455796638 0.0011446219874230949 0.001489799451977478 0.0011333874236904456
leaf_count=1565 248 433 114 192 314 71 184
internal_value=0 0.002747 0.0061366 0.0142848 0.0258477 -0.00719862 -0.0073363
internal_weight=0 0.00667275 0.00566893 0.00353252 0.00218499 0.00259278 0.00213641
internal_count=3121 1485 1052 754 562 1636 298
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=7
num_cat=0
split_feature=147 11 3 16 15 16
split_gain=1.59005e-05 3.50394e-05 3.53455e-05 5.96687e-05 5.04015e-05 4.92818e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.10519499999999998 -0.25582999999999995 -0.016799999999999995 -0.020119999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.016112253790520916 0.01175484345374758 -0.018333021784429252 -0.021220548438899811 0.0055471006248155093 0.015371566635862373 -0.022231583239882308
leaf_weight=0.0012778152917456206 0.0010187209636174288 0.0010737775035141329 0.0012917456276717049 0.001553235043655705 0.0019360065611408583 0.0010846190524168358
leaf_count=155 146 235 281 479 1259 566
internal_value=0 -0.00149029 0.00104145 -0.0022417 0.00311829 -0.00587479
internal_weight=0 0.0082172 0.00714342 0.00586561 0.00457386 0.00263785
internal_count=3121 2975 2740 2585 2304 1045
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=7
num_cat=0
split_feature=1 42 48 160 1 2
split_gain=1.9132e-05 4.00791e-05 4.26875e-05 4.91302e-05 6.24209e-05 3.4144e-05
threshold=0.077565000000000009 0.086375000000000021 0.087215000000000015 -0.063384999999999983 0.10727500000000002 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0024101786460322874 0.023291481402338911 0.017714539818288123 -0.015140831675419231 0.015738372497708521 -0.015487763744297712 -0.0208997136744076
leaf_weight=0.0015043047464790528 0.001020022808443221 0.0014193345292566059 0.0015514575215671805 0.0010929272288565423 0.0015453153549705965 0.0010792225696766803
leaf_count=1298 186 532 217 372 178 338
internal_value=0 0.00281756 -0.00124097 0.00465392 -0.00255192 -0.00732711
internal_weight=0 0.00662906 0.00520972 0.00365827 0.00263824 0.00258353
internal_count=3121 1485 953 736 550 1636
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=7
num_cat=0
split_feature=1 12 2 13 1 13
split_gain=1.84772e-05 3.64448e-05 5.09237e-05 7.32066e-05 5.59709e-05 4.00841e-05
threshold=0.12500000000000003 0.098810000000000023 0.096015000000000017 -0.033284999999999988 0.089175000000000018 -0.00051499999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.02849343100884455 0.0094116870741668465 -0.017612788093444357 0.025013992274439296 0.018647732589773754 -0.013816444773088701 0.0012234330481410067
leaf_weight=0.0011116039786865854 0.001692844101368763 0.0012674335613296244 0.0011533513736396753 0.0011137654558343417 0.0010150964582843285 0.0018349706491385743
leaf_count=1103 279 414 349 550 155 271
internal_value=0 -0.0021554 0.000989864 -0.0076931 0.00316797 0.0104055
internal_weight=0 0.00749622 0.00622879 0.00324047 0.00212886 0.00298832
internal_count=3121 2842 2428 1808 705 620
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 16 0
split_gain=7.10576e-05 9.06392e-05 4.98383e-05 6.69064e-05 9.13763e-05 8.37625e-05 0.00013098
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.000433970327783616 -0.00050297577627080232 -0.0004169768523411285 0.00021382504477253611 -0.00044671465150774496 -0.00049952024230993377 0.00059137240016172304 0.00046269592574011326
leaf_weight=0.0018515047397903031 0.0010087562522040966 0.0011956246501255031 0.0011674041683894232 0.001309110111450947 0.0016895933324088902 0.0013050337919536838 0.0011383920308281467
leaf_count=626 579 276 288 135 921 162 134
internal_value=0 4.39361e-05 -4.85861e-05 1.80536e-05 -0.000208039 0.000190189 -2.37259e-05
internal_weight=0 0.00965666 0.00780516 0.00660953 0.002857 0.00375254 0.0024475
internal_count=3121 2542 1916 1640 1209 431 269
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=8
num_cat=0
split_feature=50 160 12 4 2 15 13
split_gain=6.2378e-05 6.57731e-05 6.25977e-05 7.22617e-05 0.000149081 0.000139045 0.000135416
threshold=0.086580000000000004 -0.081969999999999987 -0.029094999999999999 0.0052350000000000009 0.11215000000000001 -0.095869999999999983 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00047201673041407868 -0.00046321688167616216 -0.00041924976322174341 0.00035543609314537606 2.6018192835768099e-05 -0.00041693765057805338 0.00087070626558677659 -0.00048305673028760664
leaf_weight=0.0012141784380835718 0.0010259170856915358 0.0012595840617785044 0.0011874538856388429 0.0014939042296932864 0.0010239947442906758 0.0015030910513558118 0.0019674246918619464
leaf_count=435 579 312 309 126 169 194 997
internal_value=0 4.53277e-05 -1.60888e-05 5.46782e-05 0.000228968 0.000449657 -0.000167459
internal_weight=0 0.00964963 0.00843545 0.00717587 0.00402099 0.002997 0.00315488
internal_count=3121 2542 2107 1795 489 320 1306
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=9
num_cat=0
split_feature=50 4 52 2 52 3 4 2
split_gain=6.65807e-05 6.11791e-05 7.38323e-05 0.000178813 0.000192236 9.76079e-05 5.45142e-05 5.72306e-06
threshold=0.086580000000000004 0.27834500000000006 0.10744000000000002 0.10097500000000002 -0.087769999999999987 0.090900000000000009 -0.0024449999999999997 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3
right_child=-2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.00055032082007742554 -0.00047992638778788436 0.00023043674142744888 0.00041344603232695116 -0.00062300718854640675 0.00036194525787279936 0.00081312379575898227 -0.0001999021582348779 0.00043866352247323145
leaf_weight=0.0013838185178454716 0.0010833419173454104 0.0010007210239501895 0.0011646643596070492 0.0019591151693797177 0.0014637635931555111 0.0010471091521857545 0.0012151027125818664 0.0010295883390688265
leaf_count=374 579 121 317 449 779 50 258 194
internal_value=0 3.11787e-05 -4.39944e-05 -0.000119362 7.3738e-05 0.000305512 0.000107098 0.00033603
internal_weight=0 0.0102639 0.00823357 0.00706891 0.00510979 0.00372598 0.00267887 0.00203031
internal_count=3121 2542 2227 1910 1461 1087 1037 315
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=7
num_cat=0
split_feature=4 2 2 52 0 1
split_gain=1.66385e-05 5.64709e-05 4.22376e-05 3.52558e-05 3.19045e-05 8.19234e-05
threshold=0.0061450000000000003 0.10855000000000002 0.086950000000000013 -0.049749999999999996 -0.17169499999999996 0.11323000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=0.0029138515758564804 0.017929018966870068 0.015536443553054537 -0.020451555155206032 0.013168562768964996 -0.024754562719601327 0.011000225852702737
leaf_weight=0.0012840912837276015 0.0013152846135554065 0.0010494662418113186 0.001946319970427842 0.0010899710505545284 0.0013093203235866944 0.0012551261151603327
leaf_count=1044 218 269 921 119 336 214
internal_value=0 -0.00461664 -0.0111638 0.0038896 -0.00116342 -0.00725497
internal_weight=0 0.00427988 0.00323041 0.0049697 0.00365442 0.00256445
internal_count=3121 2234 1965 887 669 550
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=8
num_cat=0
split_feature=2 16 47 4 2 0 52
split_gain=1.81968e-05 2.92762e-05 4.39021e-05 7.22455e-05 8.48885e-05 5.48393e-05 5.35428e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10981000000000002 0.089620000000000019 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.011613036490345816 0.013635984309064 -0.014780587041960516 0.014029776298795494 -0.029209481412387623 0.022448958117134071 -0.028276102175545881 0.014761476739215552
leaf_weight=0.0011695548313033497 0.0010738724704488795 0.001334282814544654 0.0011211806845280977 0.0012211563488971691 0.0010960581247156705 0.0010726470441808035 0.0011357075607758517
leaf_count=199 189 474 151 361 265 90 1392
internal_value=0 -0.00173532 -0.00409984 -0.00756862 -0.00187158 -0.00939612 -0.00119707
internal_weight=0 0.00805491 0.00698103 0.00585985 0.0046387 0.00354264 0.00246999
internal_count=3121 2922 2733 2582 2221 1956 1866
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=8
num_cat=0
split_feature=50 160 12 49 3 4 150
split_gain=6.50587e-05 6.06647e-05 5.92935e-05 5.99105e-05 7.87844e-05 0.000131592 4.3632e-06
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.043469999999999995 -0.13309499999999996 0.076415000000000025 0.091355000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.000357345331293342 -0.00047690242407963477 -0.00043841146171517644 0.00022816752757323888 -0.00049611081372638295 -0.00026402084880226292 0.0005114600702583492 0.00041123240579826975
leaf_weight=0.0018613283585718161 0.0010405362618832658 0.0011955084891535411 0.0010006487263163766 0.0012992353956181322 0.0019480789258476321 0.0014807856814432819 0.0010015854083230274
leaf_count=626 579 276 114 180 1091 159 96
internal_value=0 3.87933e-05 -3.60164e-05 3.5461e-05 -8.49253e-05 7.08775e-05 0.000319743
internal_weight=0 0.00978717 0.00792584 0.00673033 0.0047281 0.00342886 0.00200223
internal_count=3121 2542 1916 1640 1430 1250 210
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=7
num_cat=0
split_feature=49 15 16 3 2 16
split_gain=1.56734e-05 4.86774e-05 3.06876e-05 5.33104e-05 7.3402e-05 5.9329e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 0.10613000000000002 -0.10850999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.022209403290816852 -0.022022834421375342 -0.0076818549872137726 0.012429745747857955 0.029688815455561669 -0.016099767612750084 -0.00093285337984162992
leaf_weight=0.0010967054174846969 0.0014381936661978182 0.0010825935361693604 0.0011718815702706411 0.0010014842541767046 0.0017097153182872487 0.0017183066093044792
leaf_count=226 188 199 300 279 362 1567
internal_value=0 0.00736055 -0.00234431 -0.00529495 0.000136343 0.0103427
internal_weight=0 0.0021793 0.00703958 0.0058677 0.00442951 0.00271979
internal_count=3121 425 2696 2396 2208 1846
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=8
num_cat=0
split_feature=2 51 4 12 12 2 0
split_gain=1.62566e-05 2.66365e-05 4.46999e-05 3.18216e-05 5.78403e-05 4.93961e-05 7.09894e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27834500000000006 0.09857500000000001 0.089210000000000025 0.10803500000000001 -0.12333499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.011011686922596381 -0.013754775933839197 0.0042769503835255532 0.019517860680922969 -0.018471087457969205 0.022222055760022393 0.010665724576927858 -0.031918004386139787
leaf_weight=0.0011618460099701933 0.0014811040667675 0.0010586205616473876 0.0010965085391313224 0.0010267040599021698 0.001000503166756071 0.001256805564724902 0.0011100914735837162
leaf_count=199 514 167 229 341 638 148 885
internal_value=0 -0.00164393 0.00109492 -0.00260981 0.00106953 -0.00510857 -0.01425
internal_weight=0 0.00803034 0.00654923 0.00545272 0.00442602 0.00342552 0.00216871
internal_count=3121 2922 2408 2179 1838 1200 1052
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=9
num_cat=0
split_feature=50 160 13 13 16 1 2 13
split_gain=5.67556e-05 5.75619e-05 5.49079e-05 8.61566e-05 0.000104819 6.44696e-05 6.25481e-05 3.88397e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.084034999999999985 0.05868000000000001 -0.024819999999999998 0.095950000000000021 0.10327000000000001 0.18141000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=0.00043968757898970792 -0.00044364481462119741 0.00051486146142280104 0.00029639013295851003 0.00045981811732608024 -0.00075105544654885631 -0.00037194205582265476 -0.00010485452689595847 -6.9560444504998664e-05
leaf_weight=0.0012282844109911322 0.0010172775547907702 0.0013410937005955248 0.001066155981927803 0.0010399349129680056 0.0013077033037672205 0.0011572557303441144 0.0011745850185293698 0.0010927649760327646
leaf_count=434 597 386 528 195 569 138 161 113
internal_value=0 4.3895e-05 -1.55397e-05 -0.000122607 -0.000310551 -5.14677e-05 0.000225512 0.000188572
internal_weight=0 0.00940778 0.00817949 0.00566381 0.00353112 0.00222341 0.00251568 0.0021327
internal_count=3121 2524 2090 1543 1235 666 547 308
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=9
num_cat=0
split_feature=50 3 47 0 3 42 2 43
split_gain=6.53085e-05 4.96303e-05 4.9483e-05 4.92979e-05 8.23505e-05 0.000219351 8.04302e-05 3.85826e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 -0.053834999999999994 0.090900000000000009 1.0000000180025095e-35 0.097220000000000015 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00043068162797879356 -0.00047887973021080267 -0.00066449926455835876 2.8352684777031746e-05 -0.00052998851653112073 0.00055238114696426162 0.000588629590268742 0.00020774539497158263 -0.00048844278895930626
leaf_weight=0.0011369849725874426 0.0010067605661030253 0.0010611095678536679 0.0010129734705047297 0.0010808556811880067 0.0016479633946507753 0.001087377862705565 0.001197834539383846 0.0012295907616818023
leaf_count=180 597 674 164 110 179 883 170 164
internal_value=0 4.64402e-05 -6.08347e-06 8.58027e-05 0.000222645 -3.02742e-05 -0.000142185 -0.000255005
internal_weight=0 0.00945469 0.00831771 0.00607514 0.00379645 0.00214849 0.00227869 0.00224256
internal_count=3121 2524 2344 2016 1736 1557 280 328
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 15
split_gain=7.23334e-05 5.55637e-05 7.27282e-05 6.34555e-05 0.000123556 0.000107702
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00035517166828858527 -0.00050621820809567536 -0.00047407586153280535 0.00034842617030318251 -0.00049743954840973984 -0.00022423859446008866 0.00053171078654514273
leaf_weight=0.001810417824136064 0.0010084662771911506 0.0011820850560292639 0.0019716839791198244 0.0016695379351721711 0.001382673913553054 0.001522446815318297
leaf_count=626 579 276 405 921 127 187
internal_value=0 4.59758e-05 -2.64547e-05 5.43731e-05 -7.23642e-05 0.000171921
internal_weight=0 0.00953885 0.00772843 0.00654634 0.00457466 0.00290512
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=8
num_cat=0
split_feature=50 160 49 52 15 2 47
split_gain=6.36022e-05 6.86725e-05 4.00017e-05 6.87209e-05 7.64733e-05 8.82931e-05 5.31741e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.081404999999999991 -0.07167999999999998 -0.094329999999999983 0.10097500000000002 0.092165000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00038139214556669296 -0.00047380828084664329 0.0003008586293981364 -0.00046983181793272083 -0.0005700154930106463 0.00049082801321893334 -0.00018698477888230884 4.1734072646177279e-05
leaf_weight=0.0018628309349058752 0.0010110740887679702 0.0011478270921843146 0.0014702802056608998 0.0011135644181718696 0.0017878490193258554 0.0012593028715055304 0.0010723213428185359
leaf_count=626 579 175 549 219 719 161 93
internal_value=0 4.29358e-05 -3.73693e-05 -9.52849e-05 9.9482e-06 0.000210707 -0.000269912
internal_weight=0 0.00971398 0.00785114 0.00670332 0.00523304 0.00304715 0.00218589
internal_count=3121 2542 1916 1741 1192 880 312
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=8
num_cat=0
split_feature=47 43 16 52 150 0 16
split_gain=1.9393e-05 5.02542e-05 7.75095e-05 5.17747e-05 5.40292e-05 8.25945e-05 3.68374e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.089325000000000015 0.087170000000000011 -0.084044999999999995 -0.092804999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.021972969933433905 -0.013156612588421046 0.015409267050771912 -0.02649763075568809 -0.016270338337559836 -0.0083732869892715975 0.036659484650848624 -0.0096548405398542286
leaf_weight=0.0010506128837768844 0.0010071824623225775 0.0012414023224083938 0.0010537197057519541 0.0011502804330409434 0.0015322783924674212 0.0011103563921331101 0.0011113359154897098
leaf_count=191 115 312 412 663 274 636 518
internal_value=0 0.00154216 -0.00143934 0.0028571 0.00726156 0.0141793 0.00357002
internal_weight=0 0.00824999 0.00719937 0.00614565 0.00499537 0.00346309 0.00235274
internal_count=3121 3006 2815 2403 1740 1466 830
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=8
num_cat=0
split_feature=0 43 49 51 16 3 150
split_gain=1.76039e-05 3.96051e-05 4.70169e-05 5.45245e-05 3.20601e-05 1.96582e-05 1.89153e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 -0.116045 0.097810000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -2 -3
right_child=5 2 3 4 -6 -7 -8
leaf_value=-0.017965704907944417 0.018143011704834722 -0.020609533933135384 0.026918654912482173 0.0097861769445659417 -0.012221175347648281 -0.0016575174631906107 -0.0016967245027936896
leaf_weight=0.0013261484279626133 0.0010023487805199682 0.0010150390880548702 0.0010736843284733289 0.0015314119845461979 0.001165934932880263 0.0010032796497077105 0.0011039427110314871
leaf_count=295 129 346 404 758 902 123 164
internal_value=0 -0.00235278 0.0011625 0.00785984 0.000273444 0.00823815 -0.0107564
internal_weight=0 0.00721616 0.00589001 0.00377103 0.00269735 0.00200563 0.00211898
internal_count=3121 2869 2574 2064 1660 252 510
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 3
split_gain=7.22974e-05 5.05052e-05 3.45365e-05 4.11726e-05 4.43407e-05 8.40252e-05 3.52903e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00025338706220205508 -0.00050322013556643186 0.00044975569710977754 -0.0003573927570103137 0.00014540275324271813 -0.00026020282476706531 -0.00026257398164878249 0.00062362119617490215
leaf_weight=0.0016220493462156737 0.0010167227141424226 0.0010626846584311104 0.0014557668807132357 0.0014020421450807244 0.0015911224740059629 0.0013482836789574285 0.0010285029772825992
leaf_count=202 597 322 1181 294 166 277 82
internal_value=0 4.68845e-05 -3.79461e-06 -6.49107e-05 1.43797e-05 0.000129996 0.000347764
internal_weight=0 0.00951045 0.00844777 0.00682572 0.00536995 0.00377883 0.00243055
internal_count=3121 2524 2202 2000 819 653 376
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=8
num_cat=0
split_feature=50 484 43 43 2 0 1
split_gain=5.44818e-05 4.53331e-05 3.24311e-05 4.78446e-05 3.36063e-05 7.81841e-05 9.44478e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 0.11389000000000002 0.010870000000000003 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00024365577021316607 -0.0004382501325292197 0.0004245090297481041 -0.00037915606048484637 -5.3885493737818754e-05 -0.00027199702333492287 -0.00026078404517817448 0.00068536348034834479
leaf_weight=0.0015999257236027379 0.0010107778300429667 0.0010515178791462325 0.0014743398635270796 0.0013734174106255735 0.0011771752941011565 0.0014610482925004747 0.0012872221843414182
leaf_count=202 597 322 1187 371 199 125 118
internal_value=0 4.07662e-05 -7.42521e-06 -6.67341e-05 2.01933e-05 0.000103644 0.000303764
internal_weight=0 0.00942465 0.00837313 0.0067732 0.00529886 0.00412169 0.00266064
internal_count=3121 2524 2202 2000 813 614 489
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=4.39874e-05 5.48251e-05 5.36294e-05 4.80473e-05 0.00011518 7.906e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00034580389091351407 -0.0003983394544189892 -0.00043096686111753705 0.00031296050684719875 -0.00011411329841050414 -0.00050052356756038509 0.00046215134918200818
leaf_weight=0.0017553073834340573 0.001004048532592952 0.0011390195786724951 0.0011397688135232501 0.0018060760267341813 0.0016207072432081061 0.0018558758966019625
leaf_count=625 609 269 279 179 908 252
internal_value=0 3.36181e-05 -3.88525e-05 3.06891e-05 -0.000164645 0.000177937
internal_weight=0 0.00931675 0.00756145 0.00642243 0.00276048 0.00366195
internal_count=3121 2512 1887 1618 1187 431
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=9
num_cat=0
split_feature=376 50 16 1 4 2 47 1
split_gain=5.19986e-05 6.56586e-05 7.57154e-05 0.000106277 9.78682e-05 9.11044e-05 8.1693e-05 0.000119418
threshold=0.048375000000000008 1.0000000180025095e-35 -0.013324999999999998 0.08592000000000001 0.042705000000000007 0.097220000000000015 0.092710000000000015 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -5
right_child=-2 -3 4 6 -6 -7 -8 -9
leaf_value=-0.00071627826845794607 0.00039877128397493029 -0.00052316479995416531 -0.00035543165451470081 0.00046069297933549607 0.00073596946061638786 0.00040529926925478158 -0.00048230763601277285 -0.00031477415808865337
leaf_weight=0.0010028042073802756 0.0011148268143917695 0.0010038872631478622 0.0012401297849717256 0.0019057613462846799 0.0010358614197072242 0.0011822649909445822 0.0010432519149040469 0.0012738009974706719
leaf_count=913 166 594 569 158 166 276 91 188
internal_value=0 -4.84003e-05 6.48422e-06 -0.00014246 0.000231548 1.58479e-05 -6.19424e-06 0.000150024
internal_weight=0 0.00968776 0.00868387 0.00522562 0.00345826 0.00242239 0.00422281 0.00317956
internal_count=3121 2955 2361 1350 1011 845 437 346
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=7
num_cat=0
split_feature=49 15 16 3 2 3
split_gain=1.6242e-05 4.4956e-05 3.29688e-05 4.95014e-05 6.43295e-05 5.54799e-05
threshold=-0.043469999999999995 -0.036009999999999993 0.38525000000000004 -0.13309499999999996 0.10613000000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.020583994342196908 -0.021565822764453249 -0.0080968572170991831 0.012798321713386874 -0.001604218693676015 -0.015375805234312574 0.027910149450382751
leaf_weight=0.0011927431562557334 0.0014409232156534866 0.0010087082710638015 0.0011892804139324066 0.0017253864588282829 0.0017236671491202482 0.0010095560546145338
leaf_count=243 188 182 300 1690 362 156
internal_value=0 0.00744239 -0.00239077 -0.00545272 -0.000245325 0.00929049
internal_weight=0 0.00220145 0.00708881 0.00589953 0.00445861 0.00273494
internal_count=3121 425 2696 2396 2208 1846
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 1 15 43
split_gain=5.97805e-05 5.33447e-05 4.66418e-05 5.23418e-05 7.44514e-05 6.47464e-05 4.59669e-05 3.29394e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.085825000000000012 0.077565000000000009 -0.031204999999999997 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.0004455100956557086 -0.00046264720465131435 -0.00019457492270347535 2.64023357829718e-06 0.00061974209563761713 -0.00051430176616166796 0.00043844907402218122 7.0793694650028266e-05 -0.000480095432692401
leaf_weight=0.0011083814685267377 0.0010003032707592901 0.0012935417486563947 0.0010071885254498993 0.0010058909505926963 0.0010445983964508243 0.0011951685549226342 0.001406488382553423 0.0011802958400546413
leaf_count=180 597 1182 178 142 221 357 114 150
internal_value=0 4.19685e-05 -1.30258e-05 7.70398e-05 -7.49748e-05 0.000109426 0.000299689 -0.000257828
internal_weight=0 0.00924155 0.00813317 0.00594569 0.00353331 0.00248871 0.00241238 0.00218748
internal_count=3121 2524 2344 2016 1760 1539 256 328
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=8
num_cat=0
split_feature=50 160 13 0 0 16 1
split_gain=5.08353e-05 7.19741e-05 5.41612e-05 4.7246e-05 9.04464e-05 4.59328e-05 4.42015e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.084034999999999985 -0.019414999999999998 -0.099059999999999995 -0.094359999999999986 0.090475000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00039666975384484028 -0.00041998844237798265 -3.4214478335654968e-05 -0.0002998161365821249 0.00010521675608834065 -0.00077554564184268229 0.00024149332387846041 0.00049887862323184679
leaf_weight=0.0018105953241702053 0.0010002184292039447 0.0013232450875399824 0.0014888542261089993 0.0018674451927108426 0.0010114449797350841 0.0010125753620686786 0.0010910322880640544
leaf_count=626 579 327 161 208 926 122 172
internal_value=0 4.45009e-05 -3.73039e-05 -0.000146792 -0.00028076 -8.06948e-05 0.000206695
internal_weight=0 0.00960519 0.0077946 0.00538032 0.00351287 0.00250143 0.00241428
internal_count=3121 2542 1916 1417 1209 283 499
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 2
split_gain=1.6833e-05 4.61529e-05 5.57975e-05 5.26621e-05 9.40822e-05 5.09311e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.01459020565996738 -0.012243998552613246 -0.0047234409887824506 0.025924749023670663 0.014928462373989322 -0.025056558847510593 -0.013625543333115621
leaf_weight=0.0012754555061390786 0.0010104570466297038 0.0010274481247519044 0.0014081636213736943 0.0016211006907749727 0.0019469114547645879 0.0010162740784120908
leaf_count=447 115 169 228 1113 759 290
internal_value=0 0.00142643 0.012996 -0.00338249 -0.00838291 0.00392559
internal_weight=0 0.00829535 0.00243561 0.00585974 0.00458429 0.00263737
internal_count=3121 3006 397 2609 2162 1403
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=7
num_cat=0
split_feature=3 39 3 0 43 52
split_gain=1.89303e-05 3.65451e-05 5.14523e-05 7.29333e-05 5.97917e-05 4.70048e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.083924999999999986 -0.11437499999999999 -0.092909999999999979 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012247089352898782 0.010217595029189652 0.013276945966971727 -0.018076438135111974 -0.034963823577969892 0.015739332522119735 0.010882062661778659
leaf_weight=0.001308922518172142 0.0015038261950598439 0.0012976833954883669 0.0011092514441175174 0.0010913524986854296 0.0018316337641576925 0.001133076065425999
leaf_count=341 192 335 89 1262 779 123
internal_value=0 -0.00203959 -0.0051096 -0.0137623 0.00407514 -0.00344335
internal_weight=0 0.00777192 0.00647424 0.00333368 0.00314056 0.00224233
internal_count=3121 2929 2594 1474 1120 212
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=9
num_cat=0
split_feature=42 40 16 3 43 3 15 52
split_gain=5.21531e-05 7.67906e-05 6.56072e-05 9.7633e-05 7.6499e-05 0.000103805 6.95655e-05 6.43184e-05
threshold=-0.094469999999999985 -0.013874999999999998 -0.25582999999999995 -0.10831999999999999 -0.074359999999999996 0.090900000000000009 -0.074054999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 7 -7 -6
right_child=1 2 4 -5 5 6 -8 -9
leaf_value=-0.00043520322508667608 0.00047105930440057909 0.00012753691074226232 0.00042498755977087862 -0.00061851798207853022 -0.00068850080787466179 0.00060076612773169748 -0.00010512989660755234 -7.7594088121126071e-06
leaf_weight=0.0010073163727853758 0.0013334433394680467 0.0012159620706166385 0.0017539246332440401 0.0015141981259205531 0.0011285925824662038 0.0010605701373608417 0.0010867507795895327 0.001012207233128124
leaf_count=261 294 90 804 222 367 92 127 864
internal_value=0 3.26611e-05 -3.39788e-05 -0.000286239 8.00076e-05 -6.10959e-05 0.000243515 -0.000366634
internal_weight=0 0.0101056 0.00877221 0.00273016 0.00604205 0.00428812 0.00214732 0.0021408
internal_count=3121 2860 2566 312 2254 1450 219 1231
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=8
num_cat=0
split_feature=50 160 12 43 49 3 2
split_gain=5.9879e-05 5.64585e-05 6.70411e-05 6.66994e-05 7.50735e-05 0.000110008 0.000110077
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00033427148708889718 -0.00045246610905438537 -0.00045502967245466267 0.00046256554104207433 0.00028593382445197272 -0.00073536978038236229 0.00044902917102259999 -0.00032615615051325098
leaf_weight=0.0019572644689621289 0.0010705549309076414 0.0012468836016816124 0.0011842035330609001 0.0017801779447119232 0.0010717235200342293 0.0012163138565231117 0.0016729993125108836
leaf_count=626 579 276 161 183 140 254 902
internal_value=0 3.51507e-05 -3.64886e-05 3.88674e-05 -4.85261e-05 -0.00019884 1.73532e-07
internal_weight=0 0.0101296 0.0081723 0.00692542 0.00574121 0.00396104 0.00288931
internal_count=3121 2542 1916 1640 1479 1296 1156
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=8
num_cat=0
split_feature=150 150 0 1 4 16 4
split_gain=1.63881e-05 4.44667e-05 4.65536e-05 5.15854e-05 4.39457e-05 3.38054e-05 1.93953e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 0.11588000000000001 -0.083854999999999985 -0.25582999999999995 -0.46376499999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0266800874434307 -0.011927202800872304 0.020059153084245766 -0.0033895853526351872 0.020650425933267342 -0.015952803248749512 -0.0019801010016435613 0.015543014593107116
leaf_weight=0.0010358853759533443 0.0010354124570589309 0.0011082307001127889 0.0010206068379524438 0.0013453195279769371 0.0014245216567462709 0.0011913938895058863 0.0011516938054791808
leaf_count=151 124 296 160 259 1558 187 386
internal_value=0 0.00141722 -0.0014644 0.00394519 -0.00230308 -0.0134678 0.00664796
internal_weight=0 0.00827765 0.00716942 0.00494214 0.00359682 0.00222728 0.0021723
internal_count=3121 2997 2701 2363 2104 338 546
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 16 0
split_gain=6.35129e-05 8.59698e-05 7.98449e-05 7.88422e-05 0.000104771 9.00096e-05 0.000120664
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00041775475883212918 -0.00047651317163698069 -0.00051453475585253212 0.00024134170067988635 -0.00040199917889896151 -0.00052014568298960158 0.0006305319639919629 0.00047682611430047112
leaf_weight=0.0018581814595881431 0.0010169962899699873 0.0012099047191698005 0.0011698026502490598 0.0013275817053060354 0.0017102784134789063 0.0013290574033251457 0.0010970010439818358
leaf_count=626 579 276 288 135 921 162 134
internal_value=0 3.8535e-05 -5.13034e-05 3.3184e-05 -0.000210852 0.000220427 -4.37519e-06
internal_weight=0 0.00970181 0.00784363 0.00663372 0.00288008 0.00375364 0.00242458
internal_count=3121 2542 1916 1640 1209 431 269
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=7
num_cat=0
split_feature=2 51 4 16 4 13
split_gain=1.76199e-05 2.60427e-05 4.15614e-05 4.02272e-05 6.33405e-05 5.76165e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27834500000000006 -0.27167499999999994 0.0061450000000000003 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.011354736620121458 -0.013591817906417607 -0.020336778917826311 0.018638467152792177 0.011035092737391032 0.020243476086821779 -0.016598097124828862
leaf_weight=0.0011794819937126439 0.0015065183733199141 0.0010358846321969544 0.0011090547015002658 0.0012223802443449595 0.001288542720669156 0.0019715082231721152
leaf_count=199 514 171 229 499 233 1276
internal_value=0 -0.00172383 0.000973976 -0.00257618 0.00152827 -0.00602219
internal_weight=0 0.00813389 0.00662737 0.00551832 0.00448243 0.00319389
internal_count=3121 2922 2408 2179 2008 1775
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=8
num_cat=0
split_feature=50 160 12 0 4 151 13
split_gain=5.27992e-05 9.04857e-05 6.09621e-05 5.40384e-05 0.000110103 0.000100042 6.84252e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.11756999999999999 0.09173000000000002 -0.0083949999999999979 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00041585738806163578 -0.00044295140120245973 -0.00047062204617854896 -0.00069134953288758905 0.0002766644763662561 0.00056731933486660129 0.00010394623570987623 -0.00037262732040102976
leaf_weight=0.0018539333948018504 0.0010184539861965844 0.0012098625759319913 0.001019899605137764 0.0010761221693275922 0.0015126738674635996 0.0015061512699916582 0.0014853111462642128
leaf_count=626 579 276 93 274 142 163 968
internal_value=0 2.64345e-05 -6.60062e-05 8.16314e-06 0.000147867 -0.000217156 -9.98436e-05
internal_weight=0 0.00966395 0.00781002 0.00660016 0.00407411 0.00252605 0.00256143
internal_count=3121 2542 1916 1640 1384 256 1242
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=1.60753e-05 5.81722e-05 6.88523e-05 8.41132e-05 0.00011498 8.7188e-05 5.56752e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.023890934767766117 0.009107893618057486 -0.016749185517743105 0.029256653229778537 -0.040997155816566461 0.029515831613992922 -0.00066268049372270998 -0.0014115491140253462
leaf_weight=0.0010454896342266852 0.0015821799125294309 0.0010095187908557605 0.0012837103880324993 0.0010339072262463092 0.0011480837358243238 0.0011126836605516999 0.0010984927651301033
leaf_count=198 553 667 273 218 196 108 908
internal_value=0 -0.00195526 0.00147462 -0.00607468 0.00786893 -0.0200898 0.0151148
internal_weight=0 0.00773189 0.0066864 0.00430419 0.0021576 0.00214659 0.0023822
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=4.96878e-05 6.88843e-05 5.86204e-05 5.02646e-05 0.000107683 0.000101559
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00038207008537845775 -0.00042075664019922951 -0.00044547397723143954 0.00029122389974348009 -0.00047729912976211635 -0.00016565773471454465 0.00058340827825730847
leaf_weight=0.0018123188648493955 0.0010027217786253524 0.0011775093757270486 0.0019730251373518857 0.0016818722807349275 0.0016620435128029715 0.0011970953625496884
leaf_count=626 579 276 405 921 167 147
internal_value=0 3.81723e-05 -4.28586e-05 2.99201e-05 -8.36138e-05 0.000147969
internal_weight=0 0.00950386 0.00769155 0.00651404 0.00454101 0.00285914
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 52 15
split_gain=6.92972e-05 5.72518e-05 4.40788e-05 0.000100655 0.000107223 5.34819e-05 5.32331e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.08595499999999999 -0.068719999999999989 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00045230726233184526 -0.00048764832612666341 0.00011443484850744514 0.00029284887759558682 -0.00045357378276524013 9.7143026299084982e-05 0.00070540466042250799 -0.00042293097705388828
leaf_weight=0.0011642098451865165 0.0010422717114755382 0.0012864876106098901 0.0015104550608451553 0.0019618385110739935 0.0011460184546705694 0.0010790307211508009 0.0015782904736627778
leaf_count=182 579 183 423 273 412 703 366
internal_value=0 4.43404e-05 -1.11317e-05 -7.62439e-05 6.91953e-05 0.000392118 -0.000181616
internal_weight=0 0.00972633 0.00856212 0.00705167 0.00508983 0.00222505 0.00286478
internal_count=3121 2542 2360 1937 1664 1115 549
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=9
num_cat=0
split_feature=50 160 43 16 15 15 13 4
split_gain=6.29252e-05 6.59002e-05 5.74899e-05 6.8408e-05 8.38377e-05 6.68511e-05 6.24251e-05 6.77403e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.14968999999999996 0.22339500000000004 -0.095869999999999983 -0.15026499999999995 -0.084034999999999985 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=0.00037610437127524453 -0.00045494978844244925 0.0003099384207028165 2.6241638469565078e-05 -0.00054527291741429229 0.00057374024932657067 -0.00065935124514442285 -0.00034366581076438482 0.00033323179357198311
leaf_weight=0.0019124757050933998 0.0010548002700505122 0.0015663669447479774 0.0010972642564296775 0.001138078596556116 0.0010521222913515344 0.0010899962337879059 0.001132423234578751 0.0011412464405427896
leaf_count=626 579 190 185 353 314 158 605 111
internal_value=0 4.82802e-05 -2.8015e-05 -0.000107604 -1.72549e-05 -0.000315416 0.000178835 -3.90362e-06
internal_weight=0 0.01013 0.0082175 0.00665113 0.00551305 0.00218726 0.00332579 0.00227367
internal_count=3121 2542 1916 1726 1373 343 1030 716
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=10
num_cat=0
split_feature=159 52 16 157 13 16 1 1 15
split_gain=6.36136e-05 6.45597e-05 7.97981e-05 7.8876e-05 8.60597e-05 9.96252e-05 9.27783e-05 6.10407e-05 5.48682e-05
threshold=-0.032739999999999991 0.10744000000000002 0.26676500000000009 -0.06266999999999999 -0.084034999999999985 -0.056919999999999991 0.11212500000000002 0.094465000000000007 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 7 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00046157401693119822 0.00054886142191204609 0.00050234864701699977 -0.00048414679962676522 -1.7121034791396697e-05 -6.2801567667384627e-05 -0.00064035283061026791 -0.00043558243098685585 0.00059854115805289994 0.00061451806648490329
leaf_weight=0.0010513577274990768 0.0011035307849499524 0.0010627346046206401 0.0011790993225622081 0.0010215483690860685 0.0011318358273807723 0.0012493361638081413 0.0011685068824412201 0.0010202286424561458 0.0010960320443588383
leaf_count=421 294 305 344 246 661 357 97 108 288
internal_value=0 4.53813e-05 -8.7579e-06 6.31879e-05 -1.69552e-05 -0.000168369 9.21128e-06 0.000250721 0.000309807
internal_weight=0 0.0100329 0.00897012 0.00779102 0.00668749 0.00456991 0.00332057 0.00215206 0.00211758
internal_count=3121 2700 2395 2051 1757 1223 866 769 534
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=8
num_cat=0
split_feature=3 39 457 3 43 3 16
split_gain=1.83788e-05 3.23104e-05 4.76095e-05 7.4078e-05 3.75172e-05 4.98866e-05 1.39401e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 -0.074084999999999998 -0.13868499999999997 -0.13309499999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.014953697989892706 0.0099383878491270845 0.012346686085217093 0.014830531368841807 -0.03189409107915913 -0.0070974002787709232 0.021946553860508054 -0.015394625503312441
leaf_weight=0.001097285253562179 0.0015326162567363402 0.0013028187554538868 0.0010304772148058347 0.0010263407139705209 0.0011832839581613884 0.0011822678110945722 0.0010219342710280047
leaf_count=219 192 335 176 224 199 1453 323
internal_value=0 -0.00203438 -0.0048985 -0.00858747 0.000329208 0.00741834 -0.0236621
internal_weight=0 0.00784441 0.00654159 0.00551111 0.00346284 0.00236555 0.00204827
internal_count=3121 2929 2594 2418 1871 1652 547
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=8
num_cat=0
split_feature=150 150 0 3 1 47 0
split_gain=1.68482e-05 3.88865e-05 3.71278e-05 4.7641e-05 4.63616e-05 7.00769e-05 3.05488e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.076840000000000006 0.091785000000000019 0.092530000000000015 0.089620000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.025577686737554752 -0.012116809264227932 0.018795239449594436 0.026461919351279811 -0.011031558272617474 0.01090992619300595 -0.020776749825545726 0.0026804238484248637
leaf_weight=0.0010622751879266626 0.0010328864043307054 0.0011158748011975131 0.0011389932245029662 0.0010194172062903181 0.0018234532927040854 0.0011307538323620547 0.0010273668841499668
leaf_count=1668 124 296 245 114 370 163 141
internal_value=0 0.00142471 -0.00126658 0.00679519 -0.00766098 -0.00121848 0.0151839
internal_weight=0 0.00831813 0.00720226 0.00318578 0.00401648 0.00295421 0.00216636
internal_count=3121 2997 2701 500 2201 533 386
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=9
num_cat=0
split_feature=50 15 3 15 150 3 15 4
split_gain=6.62942e-05 7.19733e-05 4.45457e-05 6.79366e-05 0.000123794 7.6796e-05 6.64102e-05 4.45933e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 -0.016799999999999995 0.081835000000000019 0.10542000000000001 -0.10091499999999999 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00053107101695087661 -0.0004762153385513116 0.00036810585756529013 -0.00022396537822381806 0.00013990570469598829 0.0002386943087190788 0.00049255094770818116 -0.00086862879617072232 -0.00040176262872871618
leaf_weight=0.0010461725467776203 0.0010372295993924764 0.0010336822037876519 0.0014011950502456486 0.0013730677765942262 0.0013048290941687635 0.0013634114498202446 0.0010940756897566751 0.0010172414627800466
leaf_count=219 579 163 264 374 259 77 449 737
internal_value=0 4.55015e-05 -1.3653e-05 -6.58937e-05 -0.000250706 0.000121202 -0.000506624 -9.06115e-05
internal_weight=0 0.00963368 0.0085875 0.00755382 0.0038001 0.00375372 0.00249527 0.00239031
internal_count=3121 2542 2323 2160 972 1188 713 1111
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 13 3
split_gain=4.81482e-05 5.98031e-05 4.40854e-05 8.2637e-05 6.9263e-05 5.89166e-05 4.48662e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.015874999999999997 -0.011549999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00047936071346480657 -0.00041146589622315398 -0.00029723174098734664 0.00010150420179987306 -0.00040470105048156629 -0.00046415831748182539 0.00018228156541109431 0.00055388846378551411
leaf_weight=0.0010409217605735757 0.0010250544301517233 0.0017370377048598375 0.0016606340604437358 0.001240636317773644 0.0010103866806408397 0.0011694267029319263 0.0017116457369907119
leaf_count=219 579 582 1089 168 193 161 130
internal_value=0 3.56709e-05 -1.84743e-05 5.28095e-05 0.000155042 -0.000117356 0.000331118
internal_weight=0 0.00957069 0.00852977 0.00679273 0.00555209 0.00217981 0.00337228
internal_count=3121 2542 2323 1741 1573 354 1219
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=9
num_cat=0
split_feature=159 51 150 151 4 15 43 43
split_gain=6.40827e-05 6.41627e-05 5.66254e-05 7.48726e-05 0.000126163 9.01746e-05 5.98544e-05 4.11428e-05
threshold=-0.032739999999999991 0.092235000000000011 0.10545000000000002 -0.067694999999999991 0.24564500000000003 -0.036009999999999993 -0.084004999999999982 0.070450000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.00047601710208939392 -0.00040060405129982343 0.00048534864871934157 -0.00042302266975909958 -0.00051737954427302638 0.00064214289912179021 0.00041019564104220649 -0.00037248690991820399 0.00015656498835480874
leaf_weight=0.0010557012780426341 0.00124672629545311 0.0010712126574517764 0.0011778438940113645 0.0011005916769989341 0.0014112924849564818 0.0015932687977346666 0.0010409695380861447 0.0012363585771658762
leaf_count=421 340 244 161 468 285 258 800 144
internal_value=0 3.2234e-05 -2.28789e-05 3.88978e-05 0.000124748 -2.21373e-05 0.000118683 -8.52653e-05
internal_weight=0 0.00987826 0.00880705 0.00762921 0.00638248 0.00497119 0.0038706 0.00227733
internal_count=3121 2700 2456 2295 1955 1670 1202 944
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=7
num_cat=0
split_feature=3 2 48 2 13 0
split_gain=1.74712e-05 3.06027e-05 4.42261e-05 7.74719e-05 6.40376e-05 5.26047e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 1.0000000180025095e-35 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.015313797012909275 0.0096462789027752082 0.013214799691611906 0.013427406319730327 -0.035772868036204726 -0.013791151243820667 -0.0068808684110483673
leaf_weight=0.0017120007153143206 0.0015414677198039217 0.0011318181367919481 0.0011360548225866109 0.0012496330145683973 0.0013537270764008007 0.0012713004241696559
leaf_count=716 192 328 255 1161 142 327
internal_value=0 -0.0019978 -0.00455896 -0.00821651 0.00246199 -0.0212027
internal_weight=0 0.00785453 0.00672272 0.00558666 0.00306573 0.00252093
internal_count=3121 2929 2601 2346 858 1488
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=9
num_cat=0
split_feature=50 160 51 43 43 160 1 1
split_gain=6.12241e-05 5.41033e-05 6.94728e-05 4.89617e-05 8.77177e-05 4.84143e-05 0.000110579 0.000106318
threshold=0.086580000000000004 -0.081969999999999987 -0.076794999999999988 -0.14968999999999996 -0.00067499999999999993 0.086870000000000017 0.10612500000000001 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.00042016571518579878 -0.00045875653279206816 -0.0004594432696205599 0.00042343960265398917 -0.0005052320546918384 9.7210410820272196e-05 -0.00028210127622658109 -0.00017795848593683602 0.00095597867686292607
leaf_weight=0.0012687009820553921 0.0010362799632018102 0.0011615103298899861 0.0011751805402132852 0.0011358201469950629 0.0012309924107189001 0.0010202342558658433 0.0017131583747627957 0.0010082156788758338
leaf_count=435 579 358 166 904 285 83 195 116
internal_value=0 4.26197e-05 -1.40987e-05 5.692e-05 -1.35936e-05 9.87044e-05 0.000197003 0.000483876
internal_weight=0 0.00971381 0.00844511 0.0072836 0.00610842 0.0049726 0.00395237 0.00223921
internal_count=3121 2542 2107 1749 1583 679 596 401
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=9
num_cat=0
split_feature=50 160 150 49 42 2 13 1
split_gain=5.97118e-05 4.92168e-05 6.24645e-05 5.7138e-05 7.28638e-05 6.35244e-05 4.16899e-05 8.95994e-05
threshold=0.086580000000000004 0.092070000000000013 0.11456000000000001 -0.026779999999999995 0.084050000000000014 0.10613000000000002 0.0076650000000000008 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00049407859647686899 -0.00045467969200251908 -0.00036781071955610116 -0.0003708605844609056 0.00093104751546904685 -0.0002915908703640921 -0.00013481095635995468 4.3384032462295625e-05 0.00011751598676711739
leaf_weight=0.0014731301682105761 0.0010346389919992987 0.0010196279555554884 0.0010154190561341486 0.0010065063030119583 0.0016343215352430723 0.0015755318860630942 0.0011354998557362088 0.0010779175370852442
leaf_count=277 579 246 113 417 836 263 199 191
internal_value=0 4.02821e-05 8.69391e-05 0.00014576 6.59569e-05 0.000187811 0.000345673 0.000510346
internal_weight=0 0.00993795 0.00891833 0.00790291 0.00642978 0.00479546 0.00321992 0.00208442
internal_count=3121 2542 2296 2183 1906 1070 807 608
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=7
num_cat=0
split_feature=12 43 4 2 52 16
split_gain=1.75522e-05 6.79732e-05 4.2351e-05 6.99121e-05 2.90017e-05 6.44873e-05
threshold=0.051320000000000005 -0.04890499999999999 0.181285 0.086590000000000014 -0.0064899999999999992 -0.16075999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6
right_child=2 4 -4 -5 5 -7
leaf_value=0.024942024772559138 -0.033401155052996317 -0.013138726483453692 0.0077323855622895557 -0.0001135084124873696 -0.011054835622553182 0.022397457144606992
leaf_weight=0.0011799175324015412 0.0010032584412418191 0.0015371377398394857 0.001684914410583565 0.001700129032554881 0.001232973890453777 0.0010819422027277239
leaf_count=292 979 242 162 1159 167 120
internal_value=0 0.00394198 -0.00471129 -0.0124669 -0.00249052 0.00458005
internal_weight=0 0.00503197 0.0043883 0.00270339 0.00385205 0.00231492
internal_count=3121 821 2300 2138 529 287
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=8
num_cat=0
split_feature=50 160 12 43 43 3 1
split_gain=6.38955e-05 6.87104e-05 6.75034e-05 5.40399e-05 6.41119e-05 3.43477e-05 4.05117e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -1.0000000180025095e-35 -0.116045 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00038476943141326132 -0.00047355258710988281 -0.00046689567111967599 0.00043036014812081983 -0.00048715067860668278 0.00033072696811864584 -0.00025593552241033639 0.00019267346358145274
leaf_weight=0.0018350445123778555 0.0010157635716751016 0.0011897470122026899 0.0011323972653445591 0.0010065030603377692 0.0012878124242463734 0.001685529838019343 0.0014309963742894071
leaf_count=626 579 276 161 801 150 356 172
internal_value=0 4.36708e-05 -3.72722e-05 4.08456e-05 -4.06732e-05 6.13582e-05 -4.99505e-05
internal_weight=0 0.00956803 0.00773299 0.00654324 0.00541084 0.00440434 0.00311653
internal_count=3121 2542 1916 1640 1479 678 528
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=8
num_cat=0
split_feature=50 160 12 43 43 4 3
split_gain=5.63609e-05 5.73875e-05 5.38963e-05 5.66331e-05 6.17414e-05 3.42793e-05 5.49623e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -1.0000000180025095e-35 0.053180000000000012 0.096675000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00035711517200137508 -0.00044622907701040871 -0.00042319156498150186 0.00043476628691657037 -0.00048613667005621339 -0.00037343121185338799 0.00025634952750140828 0.00020318402138132686
leaf_weight=0.0017931840633201518 0.0010088540625660157 0.0011534198664114922 0.0011346239037133563 0.0010028849727035426 0.0013139810695381249 0.0018476426217106968 0.0012309442500492707
leaf_count=625 597 274 157 794 393 186 95
internal_value=0 4.12678e-05 -3.24451e-05 3.65732e-05 -4.71638e-05 5.30598e-05 -9.45306e-05
internal_weight=0 0.00947668 0.0076835 0.00653008 0.00539545 0.00439257 0.00254493
internal_count=3121 2524 1899 1625 1468 674 488
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=8
num_cat=0
split_feature=159 51 457 4 2 13 2
split_gain=6.09053e-05 7.00666e-05 4.91457e-05 5.74422e-05 7.42984e-05 7.99932e-05 6.51323e-05
threshold=-0.032739999999999991 0.092235000000000011 0.084485000000000018 0.27834500000000006 0.10559 0.0076650000000000008 0.089125000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0004672949778846309 1.9592651291135801e-05 0.0004966025043163161 -0.00043154861577251292 0.00035846911801467755 -0.00040399132140827269 -0.0003335214864695789 0.00059795387050595836
leaf_weight=0.0010359604508226568 0.0019299680489657163 0.0011099459441513337 0.00101702104989444 0.0015957319769491253 0.0017275547847304378 0.0013036580339094799 0.0012230043819785276
leaf_count=421 1040 244 191 267 339 221 398
internal_value=0 3.23741e-05 -2.61995e-05 2.67893e-05 -5.87954e-05 7.50153e-05 0.000243933
internal_weight=0 0.00990688 0.00879694 0.00777992 0.00618419 0.00445663 0.00315297
internal_count=3121 2700 2456 2265 1998 1659 1438
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 3
split_gain=6.82388e-05 6.11575e-05 5.99407e-05 7.05381e-05 0.000113615 5.48544e-05 3.9277e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 0.10097500000000002 -0.010424999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00049045018895786229 -0.00048089709478568227 -0.00030991950440329525 -0.00029393432215239621 0.00076328320025698441 2.6830651274807778e-05 -0.00021397896787657384 0.00052875140847360059
leaf_weight=0.0010532797964644498 0.0010544214033771952 0.0019805989450698488 0.0015318375718167089 0.0010449506801751317 0.0014581207559070026 0.0018377458002829632 0.0010178345909213882
leaf_count=219 579 337 403 261 999 265 58
internal_value=0 4.37462e-05 -9.29173e-06 7.71206e-05 0.000183191 4.26698e-05 0.000233164
internal_weight=0 0.00992437 0.00887109 0.00689049 0.00535865 0.0043137 0.00247596
internal_count=3121 2542 2323 1986 1583 1322 1057
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=8
num_cat=0
split_feature=50 160 43 49 3 16 47
split_gain=7.78564e-05 7.49744e-05 5.32287e-05 5.69086e-05 8.77659e-05 0.000115431 5.17173e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.15273500000000004 0.085770000000000027
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00040624166944246566 -0.0005101486148741583 0.00030381036483055385 0.00017052412503673327 -0.00072852495796619403 0.00039623911813552388 -0.00063523066727510429 -0.00018183723917048568
leaf_weight=0.0018743285989319411 0.0010423295744661663 0.0014949224100688488 0.0019764241654231171 0.0010385351269737077 0.0014111920707448765 0.0010117590877635929 0.0010287857207643566
leaf_count=626 579 190 269 140 920 273 124
internal_value=0 5.34194e-05 -2.96423e-05 -0.000106727 -0.000228761 -7.8396e-05 0.000152501
internal_weight=0 0.00983595 0.00796162 0.0064667 0.00449027 0.00345174 0.00243998
internal_count=3121 2542 1916 1726 1457 1317 1044
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 3 3
split_gain=2.25635e-05 4.06759e-05 0.000131784 5.64825e-05 4.96948e-05 4.89771e-05 3.81906e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 -1.0000000180025095e-35 -0.078584999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.0083560009359911116 -0.014299934285745941 -0.011678892942325055 0.035293794792461475 0.017072699911344465 -0.031222823257695011 -0.0045023601419635594 0.018261845198532026
leaf_weight=0.001167198608083864 0.0010015732899414905 0.0011543709050712003 0.0012376043294969078 0.0011633693792594164 0.0012244437719527075 0.0015598371963745478 0.0010015597902915249
leaf_count=641 199 79 479 343 1012 179 189
internal_value=0 0.00156828 0.0126247 -0.00275561 -0.00741289 -0.0162532 0.00393645
internal_weight=0 0.00850838 0.00239198 0.00611641 0.00495304 0.00278428 0.00216876
internal_count=3121 2922 558 2364 2021 1191 830
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=8
num_cat=0
split_feature=159 151 4 48 2 15 3
split_gain=1.9051e-05 3.05748e-05 8.32282e-05 6.46396e-05 7.55689e-05 9.99023e-05 6.10761e-05
threshold=-1.0000000180025095e-35 -0.08317999999999999 0.27834500000000006 0.091545000000000015 0.10097500000000002 -0.016799999999999995 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.012685922529405036 -0.014859144318392834 -0.018834208470230852 0.026583971729692565 0.020079047516081271 -0.026185976816916857 -0.0019112409747787124 0.031995397987345332
leaf_weight=0.0010659564308352449 0.0010052394898488193 0.0014426930180666095 0.0013109617328162342 0.0011572037666271618 0.0013656368787888372 0.0010489319303277583 0.0010764390786348345
leaf_count=509 346 390 271 239 364 901 101
internal_value=0 0.00150503 0.00372743 -0.00119204 -0.0061812 0.00147541 0.0152615
internal_weight=0 0.00840711 0.00740187 0.0060909 0.0049337 0.00356806 0.00212537
internal_count=3121 2612 2266 1995 1756 1392 1002
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=10
num_cat=0
split_feature=50 15 3 47 3 4 0 43 2
split_gain=7.49467e-05 6.04866e-05 5.82782e-05 6.48569e-05 8.39934e-05 8.09872e-05 7.30149e-05 7.14602e-05 6.22874e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 0.077555000000000013 0.090900000000000009 -0.0024449999999999997 -0.053834999999999994 -0.074359999999999996 0.10559
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -5 -6
right_child=-2 2 3 7 8 -7 -8 -9 -10
leaf_value=0.00048060338633832171 -0.00050249601839047779 0.0004226796477163328 0.00046301668935182021 2.9181609902456668e-05 0.00068451724164038754 -0.00053911730234758076 -0.00028052809882941448 -0.00067073259514569136 3.1215500768566356e-05
leaf_weight=0.0010901787340920769 0.0010650362853465547 0.0010598417083634492 0.0010147683383577998 0.001041676226187848 0.0010595543935409124 0.0012776523913278657 0.001016265702178392 0.0012149673814725271 0.0011926728118899447
leaf_count=219 579 163 1084 160 85 437 129 159 106
internal_value=0 4.47319e-05 -8.79477e-06 -6.72906e-05 4.64802e-05 -0.000152339 9.09702e-05 -0.000347649 0.00033856
internal_weight=0 0.00996758 0.0088774 0.00781756 0.00556091 0.00330869 0.00203103 0.00225664 0.00225223
internal_count=3121 2542 2323 2160 1841 1650 1213 319 191
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 1
split_gain=1.84093e-05 5.00497e-05 7.16169e-05 5.27461e-05 6.21928e-05 4.38395e-05 3.27438e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.099185000000000009 0.11924500000000002 0.084245000000000014 0.10171500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.021621035258651472 -0.01279242613609048 0.01683762242986947 -0.025350951093563025 0.026585505241024383 -0.0053308452164634867 -0.017533656481701524 -0.007770659773787908
leaf_weight=0.0010731671948006529 0.0010177157634804731 0.0010634936531130196 0.0010747562369557402 0.0015144640940481925 0.001022916815981724 0.0015929474170489739 0.0010999731974218458
leaf_count=191 115 588 412 421 129 1077 188
internal_value=0 0.00144469 -0.00149382 0.00258012 0.0137188 -0.00494381 0.00432601
internal_weight=0 0.00844172 0.00736855 0.0062938 0.00253738 0.00375641 0.00216347
internal_count=3121 3006 2815 2403 550 1853 776
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=9
num_cat=0
split_feature=50 3 15 3 47 3 4 15
split_gain=7.26282e-05 5.90936e-05 3.48345e-05 7.27353e-05 5.17119e-05 0.000113599 4.31259e-05 2.79297e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.016799999999999995 0.10542000000000001 0.077555000000000013 0.090900000000000009 -0.083854999999999985 -0.10653
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00046847439157588909 -0.0005042297474589691 -0.00029056208854261336 0.00015409128956170179 0.00050026571349799328 -0.00010772202706862116 0.00054418210228601011 -0.00037928796321082308 -0.00055613018465374407
leaf_weight=0.0011377695061202649 0.0010084028478679454 0.0014574916650642181 0.0013816617933840004 0.0013366992732358786 0.0010112725585332857 0.0010997411393776696 0.0010079996123081067 0.0011316785978779348
leaf_count=182 579 705 374 77 172 147 737 148
internal_value=0 4.90334e-05 -7.60034e-06 0.000133987 -0.000119853 6.84207e-05 -7.08971e-05 -0.000344523
internal_weight=0 0.00956431 0.00842654 0.00372636 0.00470018 0.00255723 0.00238966 0.00214295
internal_count=3121 2542 2360 1188 1172 852 1111 320
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=8
num_cat=0
split_feature=11 13 1 12 0 4 4
split_gain=1.82004e-05 5.02635e-05 4.67324e-05 4.48594e-05 8.00828e-05 6.60958e-05 8.53454e-05
threshold=0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.051320000000000005 -0.019414999999999998 0.09173000000000002 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.00084695925416353234 -0.012076529131544698 -0.014549065037268645 0.029646395017736776 -0.016654694846365687 0.026248841186013436 -0.024863268179172924 0.025688371536925166
leaf_weight=0.001211729580003628 0.0011153133704249361 0.0010845862309809 0.0010531455003975764 0.0017630135781392386 0.0010532110925811594 0.0011415103890248194 0.0010255912047972757
leaf_count=545 208 190 316 1452 164 161 85
internal_value=0 0.00152599 0.0142384 -0.00321898 0.00228343 -0.00547889 0.00500719
internal_weight=0 0.00833279 0.00226488 0.00606791 0.0043049 0.00325169 0.00211018
internal_count=3121 2913 861 2052 600 436 275
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=7
num_cat=0
split_feature=147 151 4 52 2 4
split_gain=1.75779e-05 4.80226e-05 6.26441e-05 3.00637e-05 4.94074e-05 6.26255e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 -0.092399999999999982 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.020029171685815833 0.012246508677489751 -0.017624478242136029 0.024571350496063928 0.0217333505758464 -0.012390488111313427 -0.0058344227836898202
leaf_weight=0.0012083255142492852 0.00103166588449738 0.0010563300197932984 0.0010125319548561886 0.0016774549265191816 0.0018048782932403411 0.001619713202765964
leaf_count=408 146 465 242 1163 330 367
internal_value=0 -0.00158683 0.00152077 -0.0022691 0.000910086 0.00819085
internal_weight=0 0.00837923 0.00717091 0.00615838 0.00510205 0.00329717
internal_count=3121 2975 2567 2325 1860 1530
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=8
num_cat=0
split_feature=50 160 12 43 49 3 4
split_gain=8.09928e-05 6.20381e-05 6.78443e-05 6.15944e-05 5.17378e-05 9.33108e-05 8.92955e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00037721309244904098 -0.00053192053627647425 -0.00046288964741218416 0.00047207682346638431 0.0002488650337576736 -0.00067472002696306087 -0.0003100688555197143 0.00040346745985780273
leaf_weight=0.0018347990546360958 0.0010053649673143284 0.0011516108667764579 0.0011189261089750097 0.0017104363874507213 0.0010014593023890445 0.0014323750824091364 0.0012741049350537461
leaf_count=626 579 276 161 183 140 935 221
internal_value=0 5.32512e-05 -2.40556e-05 5.32494e-05 -3.32409e-05 -0.000163374 2.58361e-05
internal_weight=0 0.00952371 0.00768891 0.0065373 0.00541838 0.00370794 0.00270648
internal_count=3121 2542 1916 1640 1479 1296 1156
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=8
num_cat=0
split_feature=48 52 0 49 1 4 0
split_gain=7.6668e-05 7.62922e-05 0.000116702 9.19876e-05 9.58557e-05 7.74219e-05 0.000137774
threshold=-0.032929999999999994 -0.081429999999999989 -0.053834999999999994 -0.006494999999999999 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=0.00044712232985635755 0.00061290103212679515 -0.00055479050357478321 -0.00024695355148383804 0.00048684690637456002 0.00031637952385263801 -0.00054137634033396055 -0.000412011256227645
leaf_weight=0.0012547461236718524 0.0013836239975298513 0.0017592361557301666 0.0010809755723278137 0.0012074278672010667 0.0019271429829386165 0.0016619310849791021 0.0014345378050546788
leaf_count=180 474 294 236 1181 289 409 58
internal_value=0 -6.58227e-05 0.000235768 -0.000158848 -4.70603e-05 -0.000209797 -1.21622e-06
internal_weight=0 0.0104549 0.0024646 0.00799028 0.00623104 0.0043039 0.00264197
internal_count=3121 2941 710 2231 1937 1648 1239
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=8
num_cat=0
split_feature=50 157 51 43 43 15 0
split_gain=8.40374e-05 5.83326e-05 6.73754e-05 6.99565e-05 7.40314e-05 6.94369e-05 6.80123e-05
threshold=0.086580000000000004 -0.072409999999999988 -0.031924999999999995 -0.14968999999999996 -0.00045499999999999995 -0.095869999999999983 -0.097734999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00047648288604348025 -0.00053163997883960473 -0.00044038849976507134 0.00048557275857694776 -0.00043471394027375858 -0.00021858886133321493 0.00058101628811830716 2.8319181205922857e-06
leaf_weight=0.0010999787647306579 0.0010539880130095601 0.0011704753137896659 0.0012664903843747563 0.001307493106564795 0.0017899805664801502 0.0014304543279261791 0.0017259926781842488
leaf_count=297 579 349 179 1064 208 143 302
internal_value=0 5.1066e-05 -2.77771e-06 6.53319e-05 -1.97716e-05 8.99104e-05 0.000264856
internal_weight=0 0.00979087 0.00869089 0.00752041 0.00625392 0.00494643 0.00315645
internal_count=3121 2542 2245 1896 1717 653 445
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=8
num_cat=0
split_feature=159 47 49 16 4 16 52
split_gain=1.87001e-05 2.94146e-05 4.85865e-05 4.14714e-05 8.1708e-05 5.59538e-05 4.30277e-05
threshold=-1.0000000180025095e-35 0.11069000000000002 -0.080089999999999981 -0.094359999999999986 0.27834500000000006 0.16703000000000004 -0.046924999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.012527823758707535 0.01870683694088018 0.016973741042312925 -0.031682521940185969 0.024712526503121494 0.0051587387341771552 -0.015565794699834646 -0.0010617844499286543
leaf_weight=0.0010698776792918948 0.0010915892611044562 0.0010729032887546357 0.0012841313262595322 0.0011764576111118908 0.00113327690342698 0.0011985833283786169 0.001441100286178
leaf_count=509 237 137 320 351 212 355 1000
internal_value=0 0.0015098 -0.000755188 -0.00416328 -0.0144114 0.00232858 0.0105224
internal_weight=0 0.00839804 0.00732514 0.00623355 0.00241741 0.00381614 0.00261756
internal_count=3121 2612 2475 2238 532 1706 1351
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=7
num_cat=0
split_feature=13 51 160 51 49 12
split_gain=1.83342e-05 4.28127e-05 3.79542e-05 6.04069e-05 5.03435e-05 7.32397e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.081639999999999976 -0.010009999999999998 -0.031119999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010944062716960596 0.019184637005090155 -0.018537397255888828 -0.02097713541838326 0.019645624640528353 0.010414903762345582 -0.020086282043320136
leaf_weight=0.0013027544395870236 0.0010128962270622849 0.0012909348171809857 0.0012801713874731231 0.0013690864403396782 0.001752365465086788 0.0014294168200994827
leaf_count=169 476 363 504 204 306 1099
internal_value=0 -0.00183374 0.00131698 -0.00178677 0.00361153 -0.00328776
internal_weight=0 0.00813487 0.00684394 0.00583104 0.00455087 0.00318178
internal_count=3121 2952 2589 2113 1609 1405
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 13 4
split_gain=7.04594e-05 4.52803e-05 5.1498e-05 9.34672e-05 6.18329e-05 7.42115e-05 5.87807e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.036034999999999991 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00042526821178832968 -0.00049767628014558301 -0.00030325963113479417 0.00056398114046700204 -0.00040652703543537458 -0.0004638453398009858 0.0002475659905255728 5.4968947021771915e-05
leaf_weight=0.0010730932515605291 0.0010142833825325165 0.0017428796707475202 0.00198692135629877 0.0012812950606548518 0.001027876822012315 0.001248524235313212 0.0015547843759597694
leaf_count=219 579 582 949 168 178 176 270
internal_value=0 4.49094e-05 -1.25068e-06 7.28915e-05 0.000178472 -7.36618e-05 0.000340528
internal_weight=0 0.00991537 0.00884228 0.0070994 0.00581811 0.0022764 0.00354171
internal_count=3121 2542 2323 1741 1573 354 1219
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=7
num_cat=0
split_feature=1 42 3 3 2 3
split_gain=1.73983e-05 4.16367e-05 8.37743e-05 3.43046e-05 7.11974e-05 2.68048e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.090900000000000009 0.10613000000000002 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.027671011532847817 0.0090070416426203913 -0.023827865432158323 -0.013774893696815761 0.02293130627633902 -0.01107201861918623 -0.0021486258122766022
leaf_weight=0.0010747702326293507 0.001726388944405164 0.0011882475033548742 0.0018614062147955671 0.0011161393370541541 0.0013735768196290049 0.0010967263643357726
leaf_count=200 279 130 960 121 118 1313
internal_value=0 -0.00209889 0.00266971 -0.00350586 0.00417167 -0.0134224
internal_weight=0 0.00771087 0.00542589 0.00435112 0.00248972 0.00228497
internal_count=3121 2842 1399 1199 239 1443
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=8
num_cat=0
split_feature=42 43 0 0 2 0 48
split_gain=1.65577e-05 3.45916e-05 7.11341e-05 2.91982e-05 6.13416e-05 3.46967e-05 4.61494e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.061629999999999997 -0.10151999999999999 0.097845000000000015 -0.15090499999999998 0.086035000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.010237129386968571 -0.0052029574480395692 0.010168143830635416 0.031894421654388445 -0.02602760805953171 0.0043891535710568709 0.019462808156750649 -0.018289524646880505
leaf_weight=0.0013664962183665324 0.0010643916127340499 0.001257490579631928 0.0010048502864893579 0.0012578213396433481 0.0014021023423608674 0.0010158501295022618 0.001042116063239007
leaf_count=862 749 146 154 641 328 168 73
internal_value=0 0.00166881 0.012812 -0.00219002 -0.00999429 0.00407118 -0.00272806
internal_weight=0 0.00804462 0.00206924 0.00597538 0.00265992 0.00331546 0.00229961
internal_count=3121 2259 903 1356 969 387 219
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=6.77456e-05 4.31801e-05 6.64955e-05 6.08255e-05 0.000133704 6.4261e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00032369164327754091 -0.00048322651891964614 -0.00045086169829183927 0.00035989171888866153 -3.226187855483234e-05 -0.00050726707799523217 0.00048707221927397811
leaf_weight=0.0017992970646614299 0.0010127185765133702 0.001139440751567215 0.0011552162635954121 0.0018177843701325134 0.0016745056252961995 0.0018465939486927759
leaf_count=625 597 274 283 179 911 252
internal_value=0 5.04406e-05 -1.39672e-05 6.26893e-05 -0.000153255 0.000229447
internal_weight=0 0.00943284 0.00763354 0.0064941 0.00282972 0.00366438
internal_count=3121 2524 1899 1625 1194 431
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=8
num_cat=0
split_feature=159 51 12 48 1 2 4
split_gain=5.57581e-05 5.848e-05 5.58241e-05 6.50441e-05 9.77767e-05 8.29785e-05 7.07974e-05
threshold=-0.032739999999999991 0.092235000000000011 -0.029094999999999999 0.085845000000000019 0.111945 0.10097500000000002 -0.059649999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00043943765066901621 -0.0003754162491504899 0.00048116290118031411 -0.00014924685897154563 -0.0003048556755899087 0.00055620585170686643 -0.00039437267506041174 0.00049090085512074706
leaf_weight=0.0010094507223210947 0.001344822673160254 0.0010524268460603932 0.0012379021799102038 0.0014931739868130761 0.0016570704506577629 0.0014051891446953992 0.0014333003132648986
leaf_count=421 338 244 855 279 161 325 498
internal_value=0 4.49587e-05 -8.59964e-06 5.96622e-05 0.000154594 -8.66278e-06 0.00019424
internal_weight=0 0.00962389 0.00857146 0.00722664 0.00573346 0.00407639 0.0026712
internal_count=3121 2700 2456 2118 1839 1678 1353
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=8
num_cat=0
split_feature=159 49 4 2 52 3 1
split_gain=1.64215e-05 2.87029e-05 4.01024e-05 3.23558e-05 7.44028e-05 8.52735e-05 3.77163e-05
threshold=-1.0000000180025095e-35 0.087055000000000007 0.27834500000000006 0.10559 -0.088204999999999992 0.0041950000000000008 0.089875000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.011724493112925958 -0.021733721722581242 0.017308205320846849 0.014971810510689812 -0.016562779399799533 -0.018861469679469316 0.027795286546697575 0.0085578421773198892
leaf_weight=0.0010688428293659244 0.0011519528795323193 0.0010030081297828257 0.0013325316823334958 0.0015662394123608222 0.0010013660357593851 0.0012944017728415691 0.0010053137432664591
leaf_count=509 348 427 271 301 916 82 267
internal_value=0 0.00143959 -0.000725365 -0.00420037 0.000147793 0.00778362 -0.00512484
internal_weight=0 0.00835481 0.00735181 0.00601927 0.00445303 0.00330108 0.00200668
internal_count=3121 2612 2185 1914 1613 1265 1183
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 4 1
split_gain=7.27395e-05 5.50187e-05 4.29079e-05 0.000104733 0.000105547 9.22308e-05 7.52594e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.094359999999999986 0.0052350000000000009 0.111945
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00044717441360935867 -0.00050401014691537369 -0.00049377092524477612 0.00028973281870365409 -0.000462528604044473 -5.4760756111928073e-06 0.00073914055893193611 0.00018876560422522072
leaf_weight=0.001165993369247679 0.0010150640972841152 0.0014806249283065933 0.0015389316001510004 0.001917428808171826 0.0013170471873239758 0.0012432547787693594 0.0010699428988155714
leaf_count=182 579 250 423 273 1086 199 129
internal_value=0 4.75713e-05 -6.81434e-06 -7.1747e-05 7.48614e-05 0.000356102 -0.000207452
internal_weight=0 0.00973322 0.00856723 0.0070283 0.00511087 0.0025603 0.00255057
internal_count=3121 2542 2360 1937 1664 1285 379
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=8
num_cat=0
split_feature=1 42 49 2 1 4 0
split_gain=1.7007e-05 3.72503e-05 4.89066e-05 4.78948e-05 3.47466e-05 4.88585e-05 2.95657e-05
threshold=0.12500000000000003 0.091465000000000005 -0.00064499999999999985 0.092235000000000025 0.10752500000000002 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.027651924199886518 0.0089302111005987797 -0.020039040862195209 0.019465388312589746 0.0030146510526499453 0.02218783845243448 -0.015856746813219798 -0.0024195962556148713
leaf_weight=0.0010167445204595032 0.001722845622394012 0.0010024191059187582 0.0013399810900458558 0.0010203870288006439 0.0010609968732379475 0.001109360103380442 0.0011445806254856391
leaf_count=331 279 610 1116 189 127 368 101
internal_value=0 -0.0020615 0.000631403 -0.0122912 0.00628673 0.00159241 0.00938348
internal_weight=0 0.00769447 0.00669205 0.00203713 0.00465492 0.00359392 0.00248456
internal_count=3121 2842 2232 520 1712 1585 1217
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=7
num_cat=0
split_feature=52 52 12 2 4 16
split_gain=1.59695e-05 4.75883e-05 4.55415e-05 6.46143e-05 0.000132742 8.34825e-05
threshold=0.11434500000000002 0.091275000000000009 -0.029094999999999999 0.11215000000000001 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.020245853076658896 -0.010147770265677395 0.021906945714182925 -0.01178645459728378 -0.016614532067693578 0.0069565151225516771 0.043058092537548456
leaf_weight=0.0010729795678022999 0.0013414838259805722 0.0010125523769815943 0.0019547453602617236 0.0014053773193968624 0.0014697522006865236 0.0011353229726206555
leaf_count=334 501 214 1454 298 177 143
internal_value=0 0.00163694 -0.00127922 0.00213237 0.00791033 0.02269
internal_weight=0 0.00805073 0.00703818 0.0059652 0.00455982 0.00260508
internal_count=3121 2620 2406 2072 1774 320
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=8
num_cat=0
split_feature=147 11 3 15 15 47 52
split_gain=1.57124e-05 3.99805e-05 3.60403e-05 5.29562e-05 8.05282e-05 6.06043e-05 3.44753e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.10519499999999998 -0.016799999999999995 -0.088429999999999995 0.086380000000000012 0.084240000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.016236156865929472 0.011599761760747665 -0.019512272325345501 0.01452467509895105 0.020641782113031387 -0.031117733694043848 -0.017027148462132425 -0.0040314868912112549
leaf_weight=0.0013044342011660597 0.0010321944575899461 0.001071376001804898 0.0013845542520066235 0.0012856528350283984 0.0011783287150893221 0.0010864870371598374 0.0010121426171097636
leaf_count=155 146 235 535 675 535 204 636
internal_value=0 -0.00148081 0.00118322 -0.00211845 -0.00960618 0.000651719 0.0097736
internal_weight=0 0.00832298 0.0072516 0.00594717 0.00364937 0.00247104 0.0022978
internal_count=3121 2975 2740 2585 1274 739 1311
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=7
num_cat=0
split_feature=1 0 42 3 3 15
split_gain=1.70735e-05 5.38285e-05 3.77195e-05 4.91297e-05 6.61727e-05 3.07026e-05
threshold=0.077565000000000009 0.062580000000000011 0.086375000000000021 -0.13309499999999996 0.076840000000000006 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.023647511380218162 -0.021170192426684015 0.0054376091144555487 0.017048990692603846 0.023328417382817709 0.004218710760519581 -0.015957671414886573
leaf_weight=0.0011056272100225216 0.0010044698127956988 0.0014990484335764467 0.001428367398082637 0.0011999103681020963 0.0017769306403812534 0.0013103859779638311
leaf_count=1565 181 71 532 380 199 193
internal_value=0 -0.00690838 0.0026287 -0.00126371 0.00340025 -0.00434499
internal_weight=0 0.00260468 0.00672006 0.0052917 0.00428723 0.00308732
internal_count=3121 1636 1485 953 772 392
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=8
num_cat=0
split_feature=1 42 3 2 15 15 15
split_gain=1.65019e-05 3.11572e-05 8.1187e-05 3.10909e-05 7.73398e-05 2.71915e-05 9.98322e-06
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.098260000000000014 -0.089964999999999976 -0.033689999999999991 -0.020484999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 -5
right_child=-2 5 3 6 -6 -7 -8
leaf_value=0.026899549525470023 0.0088822668953812758 -0.0002147408232990426 0.0071548882100512107 -0.0019506937644642643 -0.029703825992198785 -0.022211030774082582 0.012161393248969414
leaf_weight=0.0010611553236301715 0.0016975413055878878 0.001059966092303737 0.0010964250867870418 0.001005108957721964 0.001184044965602659 0.0011962526270473243 0.0010000599214346827
leaf_count=200 279 590 166 251 664 853 118
internal_value=0 -0.00202254 0.0021359 -0.00399576 -0.0119826 -0.0118772 0.00508758
internal_weight=0 0.00760301 0.00534679 0.00428564 0.00228047 0.00225622 0.00200517
internal_count=3121 2842 1399 1199 830 1443 369
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=8
num_cat=0
split_feature=15 151 12 16 16 43 3
split_gain=1.50254e-05 4.47869e-05 4.7001e-05 8.35717e-05 6.5027e-05 4.6377e-05 2.74001e-05
threshold=-0.11713499999999999 -0.077429999999999985 0.090455000000000021 -0.094359999999999986 0.071345000000000006 -0.074359999999999996 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 -1
right_child=1 2 5 4 -6 -7 -8
leaf_value=-0.018949008893973766 0.020228280869058389 -0.032601424102143929 0.025180229900993497 0.012832147216330376 -0.017909727585585792 -0.0041461499668705324 0.0040693714266758834
leaf_weight=0.0010435487513465666 0.0011488906835538052 0.0010111366935825735 0.0010800225680652762 0.0017583457368505907 0.0011304253833050995 0.0010769596679343586 0.0010251504467436168
leaf_count=222 390 245 337 868 187 610 262
internal_value=0 0.00212653 -0.00130707 -0.00785833 0.000802328 0.0105379 -0.00754218
internal_weight=0 0.00720578 0.00605689 0.00389991 0.00288877 0.00215698 0.0020687
internal_count=3121 2637 2247 1300 1055 947 484
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=7
num_cat=0
split_feature=1 150 0 2 12 15
split_gain=1.53536e-05 2.88722e-05 3.641e-05 4.24643e-05 3.66987e-05 2.49549e-05
threshold=0.12500000000000003 0.081835000000000019 -0.060129999999999996 0.10097500000000002 0.084100000000000022 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.015984262435881386 0.008596070542923025 0.0095471479065360205 0.015518284778014084 -0.010842733646449295 -0.026394139582461274 0.0053061609597765871
leaf_weight=0.001018286428535822 0.0016874402861607549 0.0016934546692864696 0.0013895963884591935 0.001090739158820451 0.0011651687613392619 0.0011985226466594257
leaf_count=160 279 368 162 232 1626 294
internal_value=0 -0.00195419 -0.0052766 0.0039259 -0.0120257 -0.00447355
internal_weight=0 0.00755577 0.00586231 0.00248034 0.00338198 0.00221681
internal_count=3121 2842 2474 394 2080 454
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 1
split_gain=1.52221e-05 6.19141e-05 5.15764e-05 7.01897e-05 0.000102578 8.67457e-05 4.24498e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094465000000000007 0.088105000000000003 0.077565000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.024728946661648821 0.0088685490485893199 -0.01544365357487228 -0.0012123246169476346 -0.038857985032871349 0.028473728465193006 0.0016268545330222596 0.025783824011301498
leaf_weight=0.0010265640350330838 0.0015919494083902683 0.001000648515072355 0.0010646397357537019 0.0010167853145665309 0.0011351772857654768 0.0011037965502021518 0.0012860948244804238
leaf_count=198 553 668 756 218 195 108 425
internal_value=0 -0.00188133 0.00166854 -0.00489743 0.00789814 -0.017785 0.0135574
internal_weight=0 0.00763371 0.00660714 0.00425641 0.00213583 0.00212058 0.00235073
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 1 52
split_gain=7.00037e-05 5.42157e-05 5.62467e-05 0.000105725 9.06928e-05 5.35315e-05 4.34042e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.08595499999999999 0.111945 -0.067494999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.00045438263954622802 -0.00049323568968576712 -0.00037693571398623077 0.00033155293150895383 -0.00047865890194793119 9.543837516161643e-05 0.00018193091654729511 0.00064941998862773017
leaf_weight=0.0011110708478314366 0.0010197944635322717 0.0017463882404039237 0.0015446742774274476 0.001880868182001603 0.0011076053718989962 0.0010582505723130021 0.0010681194497922653
leaf_count=182 579 413 423 273 414 136 701
internal_value=0 4.73172e-05 -6.48763e-06 -8.2591e-05 6.69868e-05 -0.000166063 0.000367402
internal_weight=0 0.00951698 0.00840591 0.00686123 0.00498036 0.00280464 0.00217572
internal_count=3121 2542 2360 1937 1664 549 1115
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=7
num_cat=0
split_feature=3 39 457 3 15 16
split_gain=1.66293e-05 3.25401e-05 5.0191e-05 6.80933e-05 3.64289e-05 1.92934e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.022504999999999997 -0.070454999999999976
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.0099876761307428341 0.009496028952038691 0.013739102602611625 0.015374342025082702 -0.032612178878313046 -0.010712541144329983 -0.013360798609410319
leaf_weight=0.0018049682675237346 0.0015285887505909635 0.0011308882183575465 0.0010526225237856074 0.0010113981414504472 0.0016071143536678274 0.0010727107889295961
leaf_count=654 192 308 184 194 1217 372
internal_value=0 -0.00192511 -0.0046301 -0.00846132 0.000237732 -0.0227033
internal_weight=0 0.0076797 0.00654881 0.00549619 0.00341208 0.00208411
internal_count=3121 2929 2621 2437 1871 566
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=7
num_cat=0
split_feature=150 150 1 4 15 16
split_gain=1.57517e-05 4.19381e-05 3.95359e-05 6.81555e-05 4.95844e-05 2.71938e-05
threshold=0.11456000000000001 0.081835000000000019 0.111945 -0.0016099999999999997 -0.10653 -0.0073349999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.010513744865153482 -0.011770256008263903 0.019677104631303101 0.025818424562749936 -0.023375274990762435 -0.0032343714371397443 0.0091192700169967847
leaf_weight=0.0011044139559748391 0.0010160511958364577 0.0010915685809879602 0.0010163837086576797 0.0016134784393059117 0.0013919821405154931 0.0019532091303495554
leaf_count=1145 124 296 232 553 155 616
internal_value=0 0.00143225 -0.00138089 -0.00674684 0.00902655 0.00202782
internal_weight=0 0.00817104 0.00707947 0.0046711 0.00240837 0.00305762
internal_count=3121 2997 2701 2314 387 1761
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=8
num_cat=0
split_feature=159 2 151 15 12 15 43
split_gain=1.45996e-05 3.63251e-05 4.75991e-05 0.000107443 4.67509e-05 8.06086e-05 4.60105e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.0083949999999999979 -0.074054999999999996 0.098330000000000015 -0.024814999999999997 0.05259500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -5
right_child=1 2 3 6 -6 -7 -8
leaf_value=-0.011160748321065846 -0.033714955167367444 -0.010792284776523282 0.037844781174790086 -0.010444334064895394 0.010863660604257048 0.0040486765126298632 0.01698969828721527
leaf_weight=0.0010433000527050327 0.0011253801062811298 0.0011517574495664464 0.0011494238489515658 0.0014723759910313869 0.0010408429722217577 0.0011356303480368393 0.0010453719041509453
leaf_count=509 384 274 405 482 127 804 136
internal_value=0 0.00140568 0.00694183 0.0125116 -0.00667412 -0.0147475 0.000946309
internal_weight=0 0.00812078 0.00481893 0.00366717 0.00330185 0.00226101 0.00251775
internal_count=3121 2612 1297 1023 1315 1188 618
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=7
num_cat=0
split_feature=12 43 16 1 52 16
split_gain=1.46541e-05 6.04878e-05 3.62711e-05 7.94596e-05 2.68979e-05 4.59044e-05
threshold=0.051320000000000005 -0.04890499999999999 -0.16927999999999996 0.080585000000000004 -0.0064899999999999992 -0.16075999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6
right_child=2 4 3 -5 5 -7
leaf_value=0.023954459250338421 0.0065365182738074141 -0.012881749880990926 0.0026584873568630801 -0.033823900280928104 -0.0090270254305612179 0.019627212565015349
leaf_weight=0.0011341227010519313 0.0017929218887026296 0.0014810625092672343 0.0014718879449394928 0.0010043974680475679 0.001185889285208158 0.0010577604796618838
leaf_count=292 219 242 1446 635 167 120
internal_value=0 0.00373432 -0.00429592 -0.012139 -0.00242243 0.00448191
internal_weight=0 0.00485883 0.00426921 0.00247629 0.00372471 0.00224365
internal_count=3121 821 2300 2081 529 287
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=9
num_cat=0
split_feature=48 50 150 1 48 47 2 3
split_gain=9.26363e-05 7.94978e-05 9.1616e-05 5.8377e-05 0.000167486 9.22915e-05 7.90524e-05 7.19124e-05
threshold=-0.032929999999999994 0.086580000000000004 0.089910000000000018 0.111945 0.083985000000000018 0.090280000000000013 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.00052155397611638619 -0.00029007626894460124 -0.00058644394055368579 -0.00049080008358090902 0.00077259499319303968 0.00059005090322606572 -2.449731208206479e-05 -0.0006080063352419449 0.00037254540972091161
leaf_weight=0.0011605782469003593 0.0016074702067598772 0.00100597324559703 0.0012747054249583984 0.0010344456716950101 0.0012569952375930246 0.0012137568874233512 0.001390992747260858 0.0010352318609637423
leaf_count=180 1060 575 207 232 345 91 357 74
internal_value=0 -6.42348e-05 -4.63047e-06 7.7573e-05 -3.49027e-05 0.000342262 -0.000229653 -3.05059e-05
internal_weight=0 0.00981957 0.0088136 0.00753889 0.00529069 0.0022482 0.00403369 0.0026427
internal_count=3121 2941 2366 2159 1836 323 1491 1134
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 3 4
split_gain=7.50051e-05 7.62906e-05 4.22825e-05 6.48137e-05 7.35958e-05 0.00014891 0.000206413
threshold=0.086580000000000004 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.10299500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00052430763573917518 -0.00051075301694318174 -0.00030198655233185562 0.00048940547173604155 -0.00029292620662358629 -0.00024752705092941107 0.00087927755126590991 -0.00060470461220651288
leaf_weight=0.0011433755127818598 0.0010180999578498712 0.001603247983602187 0.0016241733030996656 0.0016016807363962507 0.0012922022592625707 0.0011658991822602769 0.0011201605321861175
leaf_count=182 579 443 901 250 235 150 381
internal_value=0 4.91013e-05 -1.55253e-05 5.19734e-05 0.000158158 0.000292224 4.28203e-05
internal_weight=0 0.00955074 0.00840736 0.00680412 0.00520244 0.00391023 0.00274433
internal_count=3121 2542 2360 1917 1667 1432 1282
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=9
num_cat=0
split_feature=50 160 51 457 43 52 2 15
split_gain=8.54269e-05 5.76194e-05 7.54822e-05 4.92462e-05 4.1665e-05 0.000101383 5.88265e-05 0.000134399
threshold=0.086580000000000004 -0.081969999999999987 -0.076794999999999988 0.045365000000000009 -0.14968999999999996 0.084960000000000022 0.10644500000000001 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00043429470798691432 -0.00054777577313285626 -0.00047917825919715286 0.0003337870176007203 0.00042396639984811264 -0.00015030790842931286 -0.00058762273084306043 -0.00025491175760096463 0.00077286298616426985
leaf_weight=0.0012856218672636721 0.0010241558424389082 0.0011459577216844522 0.001114428592590761 0.0012068876376219902 0.0013971302505681015 0.0011816735658764454 0.0013822435626606251 0.0010711442475908304
leaf_count=435 579 358 149 202 326 501 247 324
internal_value=0 4.74193e-05 -1.10991e-05 6.18455e-05 -9.25689e-06 -8.52274e-05 6.89512e-05 0.000250316
internal_weight=0 0.00978509 0.00849947 0.00735351 0.00614662 0.00503219 0.00385052 0.00246827
internal_count=3121 2542 2107 1749 1547 1398 897 650
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 48 2
split_gain=6.54441e-05 5.11076e-05 4.12025e-05 6.41658e-05 7.70173e-05 7.48542e-05 5.55543e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.084100000000000022 0.085325000000000012 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00044398472056223046 -0.00047691376950330426 -0.000289330622349405 0.00067657578119118109 -0.00028284701499105085 -0.00036782315414332064 5.1818134378228913e-06 0.00020873665870171243
leaf_weight=0.0011107615983906955 0.0010071218814619769 0.0015756172076275684 0.0015647126892867728 0.0015855166414189817 0.0012608882856507265 0.0010784930406423617 0.0013101471992834116
leaf_count=182 579 443 382 250 862 165 258
internal_value=0 4.87823e-05 -3.63039e-06 6.25711e-05 0.000167604 0.000402631 -7.402e-05
internal_weight=0 0.00948614 0.00837538 0.00679976 0.00521424 0.00264321 0.00257104
internal_count=3121 2542 2360 1917 1667 547 1120
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=7
num_cat=0
split_feature=42 49 52 42 2 2
split_gain=1.67142e-05 3.11655e-05 3.63799e-05 5.9935e-05 0.000118279 4.27395e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.10744000000000002 0.084050000000000014 0.10613000000000002 0.082850000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.010447777449760902 0.012749080979366018 0.0016398815973188965 0.013811939196083837 -0.022898507888975753 -0.023298967266111904 0.029991397343098643
leaf_weight=0.0013205506912330406 0.0019307705762231743 0.0010652924438515777 0.0011851125959473118 0.0014298368893072583 0.0012170076111750199 0.0010615631285114785
leaf_count=862 381 124 407 916 189 242
internal_value=0 0.00170767 -0.00186996 -0.00576313 0.00156397 0.0157908
internal_weight=0 0.00788958 0.00595881 0.0047737 0.00334386 0.00212686
internal_count=3121 2259 1878 1471 555 366
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=8
num_cat=0
split_feature=52 13 3 150 2 13 16
split_gain=1.66828e-05 3.70084e-05 4.56065e-05 7.24284e-05 5.51423e-05 6.15963e-05 7.2476e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 0.10222000000000002 0.0076650000000000008 -0.022939999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.01828657415685473 -0.010521900611873115 0.029647047972100909 -0.018795071738182883 -0.018476025097937592 0.029340374000410636 -0.0177867012822896 -0.006235517967094692
leaf_weight=0.0011491041443969013 0.0013011536465110966 0.0011334461254800597 0.0012008885314776507 0.0012496268027701258 0.0010078841321378043 0.0010208008273043666 0.0011182358064125175
leaf_count=137 501 910 137 231 425 249 531
internal_value=0 0.00170049 -0.00113111 0.00270478 0.00888839 0.00258943 0.011827
internal_weight=0 0.00787999 0.00673088 0.00552999 0.00428037 0.00327248 0.00225168
internal_count=3121 2620 2483 2346 2115 1690 1441
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=8
num_cat=0
split_feature=50 160 12 133 42 49 2
split_gain=5.47071e-05 5.11981e-05 5.82648e-05 5.9478e-05 7.3923e-05 7.61101e-05 3.66897e-05
threshold=0.083090000000000011 -0.081969999999999987 -0.029094999999999999 1.0000000180025095e-35 0.090310000000000015 -0.069799999999999987 0.091055000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0004153817577686338 -0.00044005596806433986 -0.00041811364567134382 -0.00042334552446127291 -0.00035739968097248017 0.00060395471118872529 0.00034661387347036782 -4.379979437995091e-05
leaf_weight=0.0012128317873478884 0.0010136179538776909 0.0011863694127154543 0.0011030143943770061 0.0011430992715720425 0.0010461981136683611 0.0019700249730006418 0.0017453621450952399
leaf_count=434 597 310 105 579 236 495 365
internal_value=0 3.93859e-05 -1.62665e-05 5.17642e-05 0.000131516 2.89381e-05 0.000163211
internal_weight=0 0.0094069 0.00819407 0.0070077 0.0058646 0.0048184 0.00371539
internal_count=3121 2524 2090 1780 1201 965 860
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=7
num_cat=0
split_feature=1 16 42 48 160 1
split_gain=1.95961e-05 4.97932e-05 2.99469e-05 4.13819e-05 3.9354e-05 5.95541e-05
threshold=0.077565000000000009 0.13751500000000003 0.086375000000000021 0.087215000000000015 -0.063384999999999983 0.10727500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.022081900281627893 0.021949927390504748 0.0057380069657809313 0.01581691038053713 -0.014499629727702489 0.0163523882143627 -0.014000426373686189
leaf_weight=0.0012206146861040584 0.0010067396991193934 0.0013604280787038734 0.0014039133580437367 0.0015230501034488174 0.0011134085572216635 0.001541205224770182
leaf_count=1390 186 246 532 217 372 178
internal_value=0 -0.00741845 0.00286099 -0.000647411 0.00511484 -0.00126973
internal_weight=0 0.00258104 0.00658832 0.0051844 0.00366135 0.00265461
internal_count=3121 1636 1485 953 736 550
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 49 15
split_gain=6.98809e-05 8.10942e-05 4.80008e-05 0.000108391 0.000144362 9.6155e-05 5.5351e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 0.0047850000000000011 -0.069799999999999987 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00053705016984076088 -0.00048184062953592885 -0.00060356917983662376 0.00030031913178555177 -0.00047652695358839185 0.00072648692167978635 -0.00012815808977293582 0.00040537689616572522
leaf_weight=0.0011674971556109763 0.0010432267214682432 0.0010656246757264434 0.0015452648707247989 0.0019405653377510433 0.0010235894417776241 0.0019377815103436113 0.0012171503665089508
leaf_count=182 579 187 423 273 348 299 830
internal_value=0 5.17156e-05 -1.31903e-05 -8.06189e-05 6.58846e-05 -9.43278e-05 7.76759e-05
internal_weight=0 0.00989747 0.00872998 0.00718471 0.00524415 0.00422056 0.00315493
internal_count=3121 2542 2360 1937 1664 1316 1129
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=8
num_cat=0
split_feature=147 151 4 16 2 4 43
split_gain=1.84766e-05 3.95527e-05 6.50368e-05 5.04055e-05 4.46393e-05 5.21088e-05 8.14716e-05
threshold=0.087350000000000025 -0.044604999999999992 0.24564500000000003 -0.095964999999999981 0.10672500000000001 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.018608037723668643 0.012732798976857513 -0.022789655021304075 0.018922062736514922 0.0063826107442658282 0.01940420004449862 0.012582971460147727 -0.032826463402163268
leaf_weight=0.0011717602480481896 0.0010100065009324222 0.0011302589928850358 0.0016038751821487035 0.0010212632102587437 0.0010036153645656062 0.0011346557356845788 0.0011015653833139965
leaf_count=408 146 333 322 328 323 155 1106
internal_value=0 -0.00160453 0.0012437 -0.00401544 0.000964428 -0.00471678 -0.0139635
internal_weight=0 0.00816699 0.00699523 0.00539136 0.0042611 0.00325748 0.00212283
internal_count=3121 2975 2567 2245 1912 1589 1434
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=10
num_cat=0
split_feature=50 15 160 12 52 2 13 43 16
split_gain=9.0651e-05 6.26362e-05 5.05392e-05 4.80358e-05 9.32808e-05 7.73222e-05 7.03275e-05 5.53684e-05 4.9485e-05
threshold=0.086580000000000004 -0.24436499999999997 0.092070000000000013 -0.029094999999999999 0.10160000000000001 0.084245000000000014 -0.091904999999999987 -0.074359999999999996 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10
leaf_value=0.00047293322103096353 -0.00053476604380777045 -0.00028767491666439947 -0.00041747919038428874 0.00081631495405346769 -0.00039762545474710328 0.00041889774290329666 0.00011270580605513644 0.00019715589562603153 -0.00047235922503673132
leaf_weight=0.0011802558143047337 0.0011402060082204022 0.0013876762967797119 0.0010242010621838099 0.0010907886067180912 0.0011437170224710197 0.0011743607306885012 0.0011332483384637821 0.0011310899818184083 0.0010907947697218752
leaf_count=219 579 201 233 155 338 144 168 227 857
internal_value=0 4.77467e-05 -6.94336e-06 4.46376e-05 0.000112814 0.000216687 3.07244e-05 0.00050112 -0.000174243
internal_weight=0 0.0103561 0.00917588 0.00815168 0.006764 0.00562028 0.0033984 0.00222188 0.00222404
internal_count=3121 2542 2323 2090 1889 1551 1169 382 1025
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=8
num_cat=0
split_feature=50 15 15 51 13 3 2
split_gain=5.68037e-05 6.00543e-05 4.80527e-05 4.81301e-05 4.5123e-05 7.85825e-05 0.000102116
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 0.11596500000000001 0.10542000000000001 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00048239218882473677 -0.00044286945049221382 -0.00028564745729612462 0.00012852693317628479 0.000461098988813735 0.00029907838893992707 0.00029809030655603093 -0.0006197554265290967
leaf_weight=0.0010672999204157175 0.0010194231253836507 0.0019010259028661878 0.0012579195837737743 0.0010144182754599218 0.0014102906839423054 0.0012701462380864236 0.0015842117121591171
leaf_count=219 579 337 424 230 116 99 1117
internal_value=0 4.41689e-05 -1.12606e-05 6.8534e-05 -3.5747e-06 -0.000107368 -0.000288568
internal_weight=0 0.00950531 0.00843801 0.00653699 0.00552257 0.00411228 0.00284213
internal_count=3121 2542 2323 1986 1756 1640 1541
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 1 15 47
split_gain=5.44191e-05 4.55524e-05 4.30691e-05 7.76833e-05 0.000129836 7.51744e-05 4.59884e-05 2.45278e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.086135000000000017 0.077565000000000009 -0.026084999999999994 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00041836893262408767 -0.00043652841780632523 -0.00019720941510854988 -0.00044372044568775568 0.00066959635213519758 -0.00070366634408871166 0.00047353002927260528 0.0001191977036084825 -2.6409582861912812e-05
leaf_weight=0.0010925899867913471 0.0010119715133263046 0.0013239748086465459 0.001134565690683836 0.0010096518841944064 0.0010023657838178724 0.0012479686160711493 0.0013832913591154275 0.0010359177156238563
leaf_count=180 597 1183 213 144 218 359 112 115
internal_value=0 4.2445e-05 -8.02736e-06 7.8003e-05 -0.00010505 0.000128249 0.000351427 -0.000244548
internal_weight=0 0.00923033 0.00813774 0.00596725 0.00357431 0.00257194 0.00239294 0.00217048
internal_count=3121 2524 2344 2016 1760 1542 256 328
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=8
num_cat=0
split_feature=52 13 2 2 150 47 4
split_gain=1.6289e-05 3.53908e-05 3.98216e-05 4.91153e-05 3.40438e-05 4.36421e-05 9.91822e-05
threshold=0.11434500000000002 -0.23438999999999996 0.11215000000000001 0.098260000000000014 0.086615000000000011 0.077555000000000013 -0.062539999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.017867264165583728 -0.010371770131983489 -0.0093953362628968456 -0.016590968302587338 0.022557038183137795 -0.016673954973487625 -0.011497067368401568 0.03474350298563339
leaf_weight=0.0011521567558466185 0.0013099602546603447 0.0010338780142240373 0.0013315442659588899 0.0010137603475871585 0.0011468831988266366 0.0012332268802491262 0.0010029404292165439
leaf_count=137 501 890 347 303 185 269 489
internal_value=0 0.00166686 -0.00109338 0.00270645 -0.0018496 0.00334966 0.0123389
internal_weight=0 0.00791439 0.00676223 0.00543069 0.00441693 0.00327005 0.00203682
internal_count=3121 2620 2483 2136 1833 1648 1379
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=8
num_cat=0
split_feature=147 11 13 3 1 12 2
split_gain=1.75933e-05 3.87686e-05 2.60857e-05 5.13836e-05 6.18244e-05 3.03382e-05 2.2011e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.084034999999999985 0.097915000000000016 0.10124500000000002 0.090455000000000021 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0012720520464636078 0.012360436587745636 -0.019485315286189825 0.002865722637217382 -0.01892471567357798 0.024525067817804586 0.022597752092394768 -0.016059328869939285
leaf_weight=0.0010955968552541751 0.0010180531644456347 0.0010534299202121207 0.0015312852397394345 0.00142662910476965 0.0010066983268827139 0.001035938459265064 0.0010265573345770421
leaf_count=695 146 235 998 124 313 113 497
internal_value=0 -0.00157984 0.00106834 -0.00288646 0.00353251 0.0103288 -0.0047296
internal_weight=0 0.00817614 0.00712271 0.00499117 0.00356454 0.00213154 0.00255784
internal_count=3121 2975 2740 1932 1808 808 1495
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=7
num_cat=0
split_feature=48 1 13 0 16 0
split_gain=1.8177e-05 5.07593e-05 0.000109465 7.42269e-05 5.67873e-05 5.00668e-05
threshold=0.083985000000000018 0.111945 0.0061450000000000003 -0.10224499999999999 -0.052894999999999991 -0.18113999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.02800312972346209 -0.0072282287835221289 0.031909601305504465 -0.012128703691566154 0.019177716715790501 -0.010212040225922852 0.020565879527449881
leaf_weight=0.0014109302575022681 0.0012610953092897503 0.0011001497430835686 0.0011591367001314301 0.0010050371729093451 0.00190095129798109 0.0013333275806148709
leaf_count=286 89 276 78 986 906 500
internal_value=0 -0.00282872 0.00931556 -0.0091845 -4.75821e-05 0.00705574
internal_weight=0 0.00657621 0.00225929 0.00431692 0.00290599 0.00259442
internal_count=3121 2532 354 2178 1892 589
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 16 43
split_gain=6.08534e-05 5.90462e-05 7.65763e-05 5.9909e-05 9.7121e-05 7.64705e-05 5.07245e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.016164999999999995 -0.16075999999999999 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00047441830522257047 -0.00045790529321987599 -0.00036027599708746442 -0.00026020963671856233 0.00073107707916235973 -0.00038579129465066017 0.00055083345668251172 2.1950723085924065e-05
leaf_weight=0.0010776043883813638 0.0010375106694093987 0.0018948450814282244 0.0014831738648849275 0.0010130762088973334 0.0011124159787055795 0.0011015696093442996 0.0018993076014733562
leaf_count=219 579 337 403 265 132 265 921
internal_value=0 4.20143e-05 -1.27763e-05 8.68461e-05 0.000187257 5.33179e-05 0.000216094
internal_weight=0 0.00958199 0.00850439 0.00660954 0.00512637 0.00411329 0.00300088
internal_count=3121 2542 2323 1986 1583 1318 1186
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=7
num_cat=0
split_feature=12 43 4 52 2 2
split_gain=1.74149e-05 5.3888e-05 3.77489e-05 5.67182e-05 2.22293e-05 4.99441e-05
threshold=0.051320000000000005 -0.04890499999999999 0.09173000000000002 0.083680000000000018 0.11215000000000001 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3
right_child=2 4 -4 -5 -6 -7
leaf_value=0.023057126487601436 -0.028089398775676719 -0.0087308545768394492 0.0059849773873667826 0.0025378650207064303 -0.01141013615337666 0.021128519770609602
leaf_weight=0.0011426813272756714 0.0012216224965727555 0.0012723416884596528 0.0018713359239737209 0.0011972354197865164 0.0014561882979462135 0.001000793346290503
leaf_count=292 1258 159 233 809 218 152
internal_value=0 0.00405753 -0.00467958 -0.0129302 -0.00176403 0.00441533
internal_weight=0 0.004872 0.00429019 0.00241886 0.00372932 0.00227314
internal_count=3121 821 2300 2067 529 311
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=9
num_cat=0
split_feature=50 3 47 3 2 150 1 47
split_gain=7.14295e-05 5.60874e-05 5.26766e-05 8.28114e-05 6.55987e-05 6.49042e-05 5.82807e-05 3.10529e-05
threshold=0.079410000000000008 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.10559 0.085825000000000012 0.077565000000000009 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=0.00047485436631827479 -0.00049179444633056023 -0.00020311018602998788 -0.00048293294744263015 0.00075982243144448285 0.00010766402606519233 -0.00050175009110330288 0.00039997281907179385 -1.4976194374908002e-05
leaf_weight=0.0010955789121769042 0.0010062446005337953 0.0013175289246527939 0.0011354630876161138 0.0010028283256307939 0.0014509917477660266 0.0010559864982974676 0.0011571472755475072 0.0010487540771917468
leaf_count=176 609 1181 208 103 153 221 355 115
internal_value=0 5.8262e-05 2.38897e-06 9.75145e-05 0.000374188 -9.47747e-05 7.88887e-05 -0.000258243
internal_weight=0 0.00926428 0.0081687 0.00598448 0.00245382 0.00353066 0.00247468 0.00218422
internal_count=3121 2512 2336 2013 256 1757 1536 323
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.64564e-05 3.26747e-05 7.42316e-05 5.36177e-05 4.9781e-05 4.47307e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.088930000000000023 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.02845664255058572 -0.01089910830293824 0.020608553261209622 0.006484064321520544 0.021689997936232934 -0.015297577378053706 -0.0063873479968249202
leaf_weight=0.0010282507135253205 0.0012083223352049163 0.0013410785304576144 0.0014878095794570519 0.0015532287771635274 0.0014089150899287851 0.0011317479371647961
leaf_count=276 630 1161 307 238 401 108
internal_value=0 0.00162644 -0.00779533 0.00598814 -0.000294756 0.00825324
internal_weight=0 0.00795103 0.00251606 0.00543497 0.00388174 0.00247283
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=7
num_cat=0
split_feature=147 52 0 2 3 43
split_gain=1.78012e-05 3.52929e-05 5.22637e-05 4.13402e-05 9.00437e-05 3.09144e-05
threshold=0.087350000000000025 0.11434500000000002 -0.076234999999999983 0.11215000000000001 0.086245000000000016 -0.090869999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.015137393106412534 0.012488331853805289 -0.017420897958506598 -0.0022163402478760641 -0.022749605919002654 0.021547403908775634 0.018665639150567983
leaf_weight=0.0016174233703538151 0.0010112139653276489 0.0011990307248458945 0.0011230871186487354 0.0011190577099218428 0.0011411455996573477 0.001922605511401213
leaf_count=1458 146 497 129 151 82 658
internal_value=0 -0.00158127 0.00116195 -0.00653827 3.81182e-05 0.0109655
internal_weight=0 0.00812235 0.00692332 0.00387763 0.00275857 0.00304569
internal_count=3121 2975 2478 1691 1540 787
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=9
num_cat=0
split_feature=50 3 4 15 150 3 12 13
split_gain=5.86934e-05 6.89688e-05 4.50062e-05 4.81057e-05 6.7907e-05 6.11467e-05 4.15442e-05 2.87341e-05
threshold=0.086580000000000004 -0.15447499999999995 0.40473500000000007 -0.016799999999999995 0.081835000000000019 0.10542000000000001 0.084100000000000022 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.00050745279607882648 -0.00045547122404067847 -0.00068728895988669789 0.00030325640424450962 0.00014156508514295447 0.00013900991809613197 0.00041939702671421982 -0.00038105574734318901 -0.00023431569641006486
leaf_weight=0.0010857086817124125 0.0010066000209666302 0.0010674940650293693 0.001392052953230344 0.00118976903315877 0.0011053972236824924 0.0012677551238662365 0.0011500459608654488 0.0010863049442091592
leaf_count=182 579 474 253 224 231 73 885 220
internal_value=0 4.2852e-05 -1.82247e-05 -8.33963e-05 -0.000256061 7.25948e-05 -0.000115309 -0.000458824
internal_weight=0 0.00934453 0.00825882 0.00686677 0.0032592 0.00360757 0.00233981 0.0021538
internal_count=3121 2542 2360 2107 925 1182 1109 694
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=7
num_cat=0
split_feature=4 151 15 15 1 15
split_gain=1.78449e-05 4.27684e-05 6.50875e-05 4.27993e-05 7.25022e-05 3.00388e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.070929999999999979 1.0000000180025095e-35 1.0000000180025095e-35 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.013688325754837156 0.016703511454724165 -0.029084789503169475 -0.0079986149946322353 -0.016562151001482835 0.024095494690353783 -0.0045924370514009412
leaf_weight=0.0012574462029066652 0.0014331058505197474 0.0010516471143966434 0.0016757148576424644 0.0012668410434505733 0.0012136959801134803 0.0012315467284082337
leaf_count=463 266 583 228 1157 264 160
internal_value=0 -0.00286373 -0.00686022 -0.00123679 0.0054825 0.00686097
internal_weight=0 0.00646535 0.0052079 0.00415625 0.00288941 0.00266465
internal_count=3121 2695 2232 1649 492 426
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=7
num_cat=0
split_feature=16 160 16 0 49 15
split_gain=1.89743e-05 7.91323e-05 7.60996e-05 3.04537e-05 3.52112e-05 3.43244e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.38525000000000004 -0.11756999999999999 -0.026779999999999995 -0.036009999999999993
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0099765735437839873 0.015615395032310023 -0.025192736498001675 0.0077563879650047341 0.022854909776141161 -0.014675968618450969 -0.001533090675387155
leaf_weight=0.0010461863524352938 0.0013318368344912637 0.0019874490859473708 0.001082891476053584 0.0013487395798099404 0.0012984375288708407 0.0010087059830564266
leaf_count=114 520 669 284 477 215 842
internal_value=0 -0.00474147 -0.0135718 0.0043939 -0.00367584 0.0124197
internal_weight=0 0.00440218 0.00307034 0.00470207 0.00234462 0.00235745
internal_count=3121 1473 953 1648 329 1319
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=7
num_cat=0
split_feature=2 52 3 15 0 4
split_gain=1.85024e-05 4.86487e-05 4.93888e-05 4.09351e-05 4.36391e-05 3.31333e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.055554999999999993 -0.053834999999999994 0.060330000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.016714919424242788 0.018313940046102945 -0.023161831288856807 0.017737803147177218 0.016845511417559765 -0.01022659059428622 -0.0037461815750506806
leaf_weight=0.0016574074730810809 0.0013121510851546586 0.0010053460574876811 0.0013039617132416734 0.0012306091148448057 0.0011536049977342012 0.0014151184453247406
leaf_count=640 315 458 140 1101 161 306
internal_value=0 -0.00298017 0.000815398 -0.00464433 0.00374664 0.00686744
internal_weight=0 0.00635093 0.00534558 0.00404162 0.00238421 0.00272727
internal_count=3121 2500 2042 1902 1262 621
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=8
num_cat=0
split_feature=50 3 51 47 2 12 4
split_gain=8.14208e-05 7.23574e-05 4.53506e-05 6.70794e-05 7.44705e-05 9.12337e-05 0.000135602
threshold=0.086580000000000004 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.11177500000000001 0.098330000000000015 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00052245399996063825 -0.00053171819760728647 -0.00030637958816394015 0.00055375856330941269 -0.00028766694030860605 0.00054939669695172643 -0.00047390830623526001 -0.00035310780805257756
leaf_weight=0.0011266365174136808 0.0010020492939153856 0.001577098489370727 0.0016900531584583605 0.001602883921300916 0.0014443852478954328 0.0010227269418848794 0.0010144363903682326
leaf_count=182 579 443 890 250 286 152 339
internal_value=0 5.6009e-05 -6.91483e-06 6.28005e-05 0.000171424 2.49508e-05 0.000213599
internal_weight=0 0.00947822 0.00835158 0.00677449 0.0051716 0.00372722 0.00270449
internal_count=3121 2542 2360 1917 1667 1381 1229
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=6
num_cat=0
split_feature=51 43 52 16 0
split_gain=1.96649e-05 4.08116e-05 4.98168e-05 8.85623e-05 3.87585e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.046924999999999988 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010331533905266234 0.019327443526483482 0.014845574190072292 -0.0072008338941550731 -0.027234489833060222 0.013965250767862697
leaf_weight=0.0015364348367130978 0.0011608828886888927 0.0015054633699850724 0.0018737652365139587 0.0013968895557585192 0.0016072056341848884
leaf_count=537 213 550 310 438 1073
internal_value=0 0.00208042 -0.00105615 -0.00596393 0.0025718
internal_weight=0 0.00754421 0.00638332 0.00487786 0.00348097
internal_count=3121 2584 2371 1821 1383
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=9
num_cat=0
split_feature=48 2 16 0 12 3 15 0
split_gain=5.58146e-05 7.03941e-05 8.05047e-05 6.44739e-05 7.68331e-05 5.2528e-05 4.64153e-05 4.3616e-05
threshold=-0.032929999999999994 0.096015000000000017 -0.074319999999999983 -0.053834999999999994 0.090455000000000021 1.0000000180025095e-35 -0.12255999999999999 -0.068944999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 6 4 5 -2 -3 -4
right_child=1 2 7 -5 -6 -7 -8 -9
leaf_value=0.00040038986530932497 -0.00059676144475346996 0.0001108564235656986 0.00065643694543719982 -0.00053315816909206473 0.00035653422781757604 1.9928736772821883e-05 -0.00048287661116423709 0.00014281759558014493
leaf_weight=0.0011427509820357241 0.0010304731883679277 0.0010193197353326828 0.0010058218598191497 0.0016853566620876406 0.0011150355957830899 0.0010956286933574604 0.0010056482159055632 0.001727222837308805
leaf_count=180 1118 165 267 189 558 114 195 335
internal_value=0 -5.78031e-05 0.000112301 -0.00022209 -6.0338e-05 -0.000278967 -0.000184006 0.000331841
internal_weight=0 0.00968451 0.00475801 0.00492649 0.00324114 0.0021261 0.00202497 0.00273304
internal_count=3121 2941 962 1979 1790 1232 360 602
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=8
num_cat=0
split_feature=50 15 13 16 16 150 2
split_gain=6.12431e-05 4.888e-05 5.13525e-05 9.6711e-05 9.75415e-05 7.10279e-05 9.75183e-05
threshold=0.086580000000000004 -0.24436499999999997 0.11596500000000001 0.22339500000000004 -0.013324999999999998 0.081835000000000019 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00043648848015293462 -0.00045505402000893769 -2.4668239577220382e-05 0.00029708100087254448 -0.00059929386721402941 0.00041957193639129354 0.00020807803625370817 -0.00079901304686004709
leaf_weight=0.0010998803126949499 0.0010324694253580078 0.0015674722167726297 0.0017552640895563271 0.0011438087711623923 0.0016976907603129324 0.001447496618492158 0.0010402524185088215
leaf_count=219 579 845 158 383 573 169 195
internal_value=0 4.71414e-05 -2.35418e-06 -7.85625e-05 2.49706e-05 -0.000140227 -0.000333564
internal_weight=0 0.00975187 0.00865198 0.00689672 0.00575291 0.00405522 0.00260772
internal_count=3121 2542 2323 2165 1782 1209 1040
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=6
num_cat=0
split_feature=2 4 13 16 13
split_gain=1.62194e-05 4.02898e-05 5.62891e-05 4.89255e-05 2.926e-05
threshold=0.10912000000000001 0.181285 -0.033284999999999988 0.0039400000000000008 -0.073839999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.02174084394968686 0.019769154560824162 0.010687434575808594 -0.0096566743763960988 0.016450543484466108 -0.0015793985111995871
leaf_weight=0.0017463757488483168 0.0010254233131374562 0.0016448276370739636 0.0017812699362348633 0.0012023363942300857 0.0017169760338515919
leaf_count=1256 247 220 774 250 374
internal_value=0 -0.00279393 -0.007482 0.000864036 0.00640314
internal_weight=0 0.00637481 0.00472998 0.00298361 0.0027424
internal_count=3121 2500 2280 1024 621
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=7
num_cat=0
split_feature=12 52 4 1 0 16
split_gain=1.63157e-05 4.64341e-05 5.32964e-05 4.32705e-05 6.90522e-05 3.01997e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.11230000000000001 -0.17169499999999996 -0.020119999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.015013788123317494 -0.0082551204217819751 0.028828889363364241 0.0082853431091809825 0.014061255650242325 -0.026947595957835468 0.007116674793602948
leaf_weight=0.0012924779638990675 0.0019045810288703374 0.0011382666401536447 0.0010468455887500119 0.001064650690874211 0.0011869959066928522 0.0014652468418350668
leaf_count=554 477 907 97 254 378 454
internal_value=0 0.0021537 0.0059132 -0.0025293 -0.0104364 0.0166093
internal_weight=0 0.00719448 0.00590201 0.00329849 0.00223384 0.00260351
internal_count=3121 2644 2090 729 475 1361
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=7
num_cat=0
split_feature=42 43 12 2 13 16
split_gain=1.55641e-05 3.46247e-05 3.46992e-05 5.16012e-05 8.3015e-05 4.7228e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.098810000000000023 0.089885000000000007 -1.0000000180025095e-35 -0.088909999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.01007714269306108 0.013043919523984416 -0.015068395900042324 -0.017244745815924931 0.030695704727571174 0.01104949993464938 -0.01872070072780195
leaf_weight=0.0013162241503605248 0.0019934592964367479 0.0013000604078434582 0.0012167425265350315 0.0011099152521423334 0.0011282047262712036 0.0010098947942781267
leaf_count=862 903 573 196 319 96 172
internal_value=0 0.00168337 -0.00224508 0.00176777 0.00850667 -0.00301195
internal_weight=0 0.00775828 0.00576482 0.00454808 0.00324801 0.0021381
internal_count=3121 2259 1356 1160 587 268
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.69153e-05 4.1845e-05 5.71636e-05 3.77579e-05 3.35482e-05 2.80356e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.088930000000000023 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.027188255681674524 -0.011113156073567358 0.018224208258722081 0.0035634424621800568 0.019888565117825927 -0.011101582319662504 -0.0033241886204430035
leaf_weight=0.0010228336388893675 0.0011931702160678853 0.0013237476914790009 0.0014778884149293618 0.0015368336954121337 0.0013845566445692264 0.0011101315894351815
leaf_count=276 630 1161 307 238 401 108
internal_value=0 0.00166573 -0.00901447 0.006653 0.00132599 0.00839564
internal_weight=0 0.00785599 0.00250072 0.00535527 0.00381844 0.00243388
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=9
num_cat=0
split_feature=376 147 151 4 43 2 0 2
split_gain=6.90456e-05 6.17285e-05 7.14084e-05 8.72506e-05 6.42707e-05 5.51943e-05 6.1678e-05 4.52898e-05
threshold=0.048375000000000008 0.089025000000000007 -0.0083949999999999979 0.27834500000000006 -0.074359999999999996 0.089885000000000007 -0.07403499999999999 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -4
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.00050167560639590326 0.00045944071807035831 0.00039219121013515181 0.00040280830108213453 0.0004674840618828439 -0.00065329555638747941 0.00018489964838525736 -0.00045906022957692183 -0.00016246861664438207
leaf_weight=0.0015376010793331568 0.0010798304104839918 0.0010138429018553838 0.0011296951070298112 0.0011156990454551799 0.0011379141087864706 0.0011883686342335075 0.0011022210993193438 0.0010527216082337042
leaf_count=400 166 120 232 211 837 300 324 531
internal_value=0 -6.44337e-05 -0.000120452 -3.33099e-05 -0.00013289 -0.000300321 -0.000124971 0.000130138
internal_weight=0 0.00927806 0.00826422 0.00672662 0.00561092 0.0034285 0.00229059 0.00218242
internal_count=3121 2955 2835 2435 2224 1461 624 763
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=7
num_cat=0
split_feature=50 3 51 47 3 4
split_gain=7.75809e-05 5.36655e-05 3.94107e-05 5.52138e-05 8.45233e-05 0.000109671
threshold=0.079410000000000008 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.090900000000000009 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00046807094707032246 -0.00051573500649723929 -0.00027768346320408303 0.0003335993673228829 -0.00025279131939018291 0.00048385510227316714 -0.00041636566236175976
leaf_weight=0.001080526250129399 0.0010068704306604873 0.0015554852142628467 0.0015146299429458496 0.0015568992002930309 0.0019868803914336779 0.0014843566966229185
leaf_count=176 609 441 1008 243 194 450
internal_value=0 5.76184e-05 2.8529e-06 6.9548e-05 0.000170202 -3.75979e-05
internal_weight=0 0.00917878 0.00809825 0.00654277 0.00498587 0.00299899
internal_count=3121 2512 2336 1895 1652 1458
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=9
num_cat=0
split_feature=50 15 52 47 2 13 43 4
split_gain=7.49373e-05 6.67665e-05 4.55261e-05 9.45615e-05 8.85201e-05 6.19776e-05 4.95124e-05 7.06042e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.036034999999999991 -1.0000000180025095e-35 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.00052685149243503118 -0.0005060114487673938 -0.00029469423595399183 4.3035413786912927e-05 -0.00041893879183109781 -0.00048731872420947205 0.00017645790588172497 0.00092537569805589692 0.0002250181981129469
leaf_weight=0.0010270653548052266 0.0010141190264400532 0.0016504910072260067 0.0011242278572552679 0.0012484763317932848 0.0010028312643366581 0.0011738777294612889 0.001026526568601584 0.0012007601384106713
leaf_count=218 597 577 856 168 178 176 218 133
internal_value=0 5.48562e-05 -2.66833e-06 6.84557e-05 0.000178527 -0.000129351 0.000378485 0.000547804
internal_weight=0 0.00945426 0.00842719 0.0067767 0.00552822 0.00217671 0.00335151 0.00222729
internal_count=3121 2524 2306 1729 1561 354 1207 351
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=7
num_cat=0
split_feature=2 16 47 4 2 4
split_gain=2.17376e-05 3.11061e-05 3.51301e-05 5.61243e-05 7.89939e-05 4.43411e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10981000000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.012721587939328094 0.014062250826970397 -0.021729585914849969 0.012001315968583923 -0.02680444495665717 0.021010966566244092 0.00086825769274853431
leaf_weight=0.0011665516533357232 0.0010580970840812888 0.0016455003035256224 0.0011022840417781758 0.0011924995481002653 0.0010927565216402825 0.0018384035883283814
leaf_count=199 189 250 151 361 265 1706
internal_value=0 -0.00189874 -0.00435649 -0.0074819 -0.00244719 -0.00980504
internal_weight=0 0.00792954 0.00687144 0.00576916 0.00457666 0.0034839
internal_count=3121 2922 2733 2582 2221 1956
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=9
num_cat=0
split_feature=50 15 3 15 150 3 15 4
split_gain=7.91017e-05 5.57748e-05 5.37537e-05 5.70773e-05 0.000184047 8.29677e-05 6.4631e-05 5.88673e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 -0.016799999999999995 0.081835000000000019 0.10542000000000001 -0.10091499999999999 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00047143303420431885 -0.00052847404158797408 0.00041625457244619246 -0.0002622793524019984 0.00015443071548545682 0.00036542610135609173 0.00050522778108523319 -0.00089876814870153805 -0.00046882694248931564
leaf_weight=0.0010662085952996133 0.0010092207380873143 0.0010280722787137471 0.0013855079014916613 0.0013897211615302614 0.0013042628112864786 0.0013216016895861429 0.0011006032474475209 0.001003246987743598
leaf_count=219 579 163 264 374 259 77 449 737
internal_value=0 4.86077e-05 -4.22471e-06 -6.18245e-05 -0.000231103 0.000110908 -0.000544053 -0.000106869
internal_weight=0 0.00959922 0.00853302 0.00750494 0.00379037 0.00371457 0.00248611 0.00239297
internal_count=3121 2542 2323 2160 972 1188 713 1111
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=7
num_cat=0
split_feature=2 13 0 2 3 1
split_gain=1.75543e-05 2.83675e-05 3.54993e-05 6.91817e-05 3.54958e-05 4.52335e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.11437499999999999 0.097220000000000015 0.11924500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.011415887341844705 -0.0056524074386425198 0.010494410705119497 -0.028377039018153274 0.0017108172301176781 -0.012664483100808061 0.022641562730910742
leaf_weight=0.0011679992879323866 0.0010520173707647643 0.0015345477303785144 0.0014393821537159999 0.0016291675540906873 0.0010531885076587024 0.0012206143539123806
leaf_count=199 178 205 1629 631 118 161
internal_value=0 -0.00171548 -0.00464566 -0.0124027 0.00251129 0.00954408
internal_weight=0 0.00792892 0.00639437 0.00306855 0.00332582 0.00227263
internal_count=3121 2922 2717 2260 457 339
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=9
num_cat=0
split_feature=50 3 47 0 3 42 2 43
split_gain=6.4471e-05 5.69971e-05 4.75988e-05 5.59788e-05 9.47201e-05 0.000212005 6.71044e-05 3.36542e-05
threshold=0.079410000000000008 -0.15447499999999995 0.077555000000000013 -0.053834999999999994 0.090900000000000009 1.0000000180025095e-35 0.097220000000000015 -0.072864999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00046739338912829206 -0.00047370487754524977 -0.00066573903726324765 1.6101378435189497e-05 -0.00050031458868471921 0.00059394948179860424 0.0005707990775015079 0.00017309143435762167 -0.00046735932803308424
leaf_weight=0.0011058637030654317 0.0010030090413848088 0.0010499336573308062 0.0010030713819632741 0.0011190462643980818 0.0015936522606044981 0.001082884030988175 0.0011573066966376376 0.0012353299215115477
leaf_count=176 609 674 160 109 179 881 170 163
internal_value=0 4.9406e-05 -6.68239e-06 8.43138e-05 0.000232305 -3.79182e-05 -0.000157952 -0.000250711
internal_weight=0 0.00934709 0.00824122 0.00600282 0.00372647 0.00213282 0.00227635 0.0022384
internal_count=3121 2512 2336 2013 1734 1555 279 323
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 151 2
split_gain=6.12983e-05 5.63405e-05 4.25177e-05 0.00011184 9.79723e-05 5.0291e-05 7.1792e-05
threshold=0.083090000000000011 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -1.0000000180025095e-35 -0.0083949999999999979 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00045733104059099812 -0.00046584752926388161 -0.00037582107537348537 0.00028833395167363881 -0.00048808844721622159 0.00058242535139657917 -0.00020505911269111466 0.00046893081638635137
leaf_weight=0.0011129841737536452 0.0010073103287873931 0.0013658858684621176 0.0014838541238614521 0.0018590448598407219 0.0011325175142796579 0.0013726390605717982 0.0010902115370503367
leaf_count=180 597 300 421 272 403 637 311
internal_value=0 4.30608e-05 -1.24628e-05 -7.79055e-05 7.57953e-05 -7.40628e-05 9.32909e-05
internal_weight=0 0.00941714 0.00830415 0.0068203 0.00496125 0.00382874 0.00246285
internal_count=3121 2524 2344 1923 1651 1248 948
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=7
num_cat=0
split_feature=0 43 49 51 16 150
split_gain=1.72121e-05 4.18559e-05 5.06177e-05 5.15894e-05 3.83672e-05 1.65211e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 0.097810000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018517564673164729 0.0082083343712171328 -0.020348647724014096 0.027334409084951019 0.011533215675230439 -0.012537562192580799 -0.0026311237083190523
leaf_weight=0.001304330893759211 0.0019829826825560962 0.0010057031123917779 0.0010308223811001447 0.0015170926420929461 0.0011750957318492673 0.0011040770270704472
leaf_count=295 252 346 404 758 902 164
internal_value=0 -0.0023233 0.00129807 0.00831076 0.00102672 -0.0110768
internal_weight=0 0.00713712 0.00583279 0.00372301 0.00269219 0.00210978
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=8
num_cat=0
split_feature=159 49 0 2 42 3 16
split_gain=1.66289e-05 2.82715e-05 4.15165e-05 8.27694e-05 3.16092e-05 3.65066e-05 2.5446e-05
threshold=-1.0000000180025095e-35 -0.080089999999999981 -0.18113999999999997 0.11293500000000002 0.075730000000000006 -0.10519499999999998 0.0028900000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.012104801378145593 0.016403213043809286 -0.017351152814087879 0.016636254713600224 0.02886012801854785 -0.015127664023760749 0.0056173330418223186 -0.01638132238554087
leaf_weight=0.0010134701278138756 0.0010976716591836484 0.0012528743097121077 0.0011883937069547229 0.0010015170631714528 0.0014422600138891246 0.0010605012414942319 0.0010428808869523618
leaf_count=509 243 123 192 365 890 654 145
internal_value=0 0.00148357 -0.000859863 0.0027425 -0.00278287 0.00262589 -0.00528985
internal_weight=0 0.0080861 0.00698843 0.00573555 0.00473404 0.00329178 0.00210338
internal_count=3121 2612 2369 2246 1881 991 799
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 2 1 43
split_gain=6.75448e-05 4.77615e-05 4.87633e-05 6.3338e-05 0.000193843 8.33557e-05 7.37396e-05 2.93515e-05
threshold=0.086580000000000004 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.086615000000000011 0.10559 0.077565000000000009 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -4
right_child=-2 2 7 5 -6 -7 -8 -9
leaf_value=0.0004245043710119142 -0.00049267207904500219 -0.0001203539954371957 -5.4489748720314488e-06 0.00074908942471120672 -0.00081217743665135404 2.2942979076092567e-05 0.00053361777793086741 -0.00045506740407293968
leaf_weight=0.0011127151512638636 0.0010011199452138507 0.001367830273858882 0.0010088593516147314 0.0010348721822667113 0.0010115002276378693 0.0014726903436474369 0.0012862418670197978 0.0012496778388574939
leaf_count=182 579 1186 179 104 215 153 370 153
internal_value=0 4.26834e-05 -7.7049e-06 8.24897e-05 -8.17826e-05 0.000322624 0.00019658 -0.000254229
internal_weight=0 0.00954439 0.00843167 0.00617313 0.00366557 0.00250756 0.00265407 0.00225854
internal_count=3121 2542 2360 2028 1771 257 1556 332
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=7
num_cat=0
split_feature=42 49 2 4 15 12
split_gain=1.59786e-05 3.91018e-05 5.06641e-05 2.73939e-05 5.41007e-05 9.53654e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.088930000000000023 0.24564500000000003 -0.036009999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.02579972270019585 -0.010746141931756837 -0.017039624257262208 0.0030612245788240989 0.018971312112469562 0.029226904189553756 -0.006692502899708761
leaf_weight=0.0010246269080805557 0.0012074826917360627 0.0010611795031021916 0.001496767692809242 0.0013149826345304457 0.0013281622876281179 0.0016667083766842513
leaf_count=276 630 575 307 224 149 960
internal_value=0 0.00160601 -0.00866709 0.00642865 0.00236228 0.009237
internal_weight=0 0.00789243 0.00252139 0.00537103 0.00405605 0.00299487
internal_count=3121 2491 583 1908 1684 1109
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 48 3
split_gain=5.12029e-05 4.49353e-05 3.94409e-05 5.99337e-05 9.76381e-05 0.00011858 9.77037e-05
threshold=0.083090000000000011 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.086260000000000017 0.076840000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00041989023904142339 -0.00041526318282543581 -0.00027971547533433465 0.00022316501843749976 -0.00026380504598650457 -0.00030318410356813434 -0.00018853883504649409 0.00097835883108206246
leaf_weight=0.0011137031495990221 0.0010063817715822735 0.0015674717155415453 0.001507940517265942 0.0016171303247362748 0.0012689767037659021 0.0012008929159120947 0.0011694486830195654
leaf_count=180 597 443 1078 246 233 212 132
internal_value=0 4.99802e-05 5.35087e-07 6.54759e-05 0.000168927 0.000323402 0.000553024
internal_weight=0 0.00944556 0.00833186 0.00676439 0.00514726 0.00387828 0.00267739
internal_count=3121 2524 2344 1901 1655 1422 1210
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 1 15 43
split_gain=6.91978e-05 4.66969e-05 4.44244e-05 6.65284e-05 0.000159335 7.7208e-05 6.3292e-05 3.51135e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.086615000000000011 0.077565000000000009 -0.031204999999999997 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00042599193723272824 -0.0004946421052810623 -0.0001537186970891049 3.3319150428724413e-05 0.00071222376739394819 -0.0007351878568717953 0.00052183974153918332 6.8382718328245258e-05 -0.00045995366148537226
leaf_weight=0.001103474509895788 0.0010034670374834019 0.001336901956117361 0.0010049379854802781 0.0010050650568101168 0.0010329238454695293 0.0012666851034857168 0.001411299234469263 0.0012387420421112365
leaf_count=180 597 1184 172 142 215 361 114 156
internal_value=0 4.70464e-05 -3.35487e-06 8.40008e-05 -8.35673e-05 0.000174951 0.000336183 -0.000239018
internal_weight=0 0.00940003 0.00829656 0.00605288 0.00363651 0.00260359 0.00241636 0.00224368
internal_count=3121 2524 2344 2016 1760 1545 256 328
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=8
num_cat=0
split_feature=147 15 16 4 4 3 12
split_gain=5.64744e-05 5.92029e-05 7.89431e-05 3.46724e-05 6.1443e-05 5.94695e-05 5.32649e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.43320999999999993 0.0061450000000000003 -0.080924999999999983 0.013900000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00039692280077449578 0.00041843958195196242 -0.00061036860091824845 0.00023317154247529576 0.0003787559336350538 -0.0004363745532600432 -0.00033923366919105298 -0.00018034121077301269
leaf_weight=0.0010024266996546708 0.0010857867089165288 0.0010494357711536423 0.0019631620928653444 0.0015486101456976837 0.0016913118949617146 0.0010826716707158929 0.0011354860737087897
leaf_count=243 124 168 733 118 1328 119 288
internal_value=0 -5.36737e-05 -0.000106998 -3.58161e-05 -0.000136701 2.97045e-05 0.000142234
internal_weight=0 0.0094731 0.00847068 0.00742124 0.00473715 0.00304583 0.0026841
internal_count=3121 2997 2754 2586 2180 852 406
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=7
num_cat=0
split_feature=42 43 0 0 3 52
split_gain=1.68661e-05 4.02626e-05 3.64853e-05 3.16733e-05 4.47135e-05 3.28974e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.066089999999999996 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010514928101631753 0.00043792431065036173 -0.007749721202951693 0.027328655391948405 0.0022413126023770641 -0.023996645421079977 0.012749041139289936
leaf_weight=0.0013143006029980005 0.0010081895227235511 0.0013498530949523791 0.0010100535866008286 0.0013160070364154385 0.0012824244551000287 0.0018639965627841306
leaf_count=862 727 146 176 144 825 241
internal_value=0 0.00172706 0.0138957 -0.00249835 -0.0107081 0.00413933
internal_weight=0 0.00783052 0.00201824 0.00581228 0.00259843 0.00321385
internal_count=3121 2259 903 1356 969 387
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=8
num_cat=0
split_feature=50 160 12 12 4 0 16
split_gain=6.09385e-05 6.05845e-05 6.65703e-05 4.79704e-05 8.85975e-05 0.000133085 5.43052e-05
threshold=0.083090000000000011 -0.027994999999999996 -0.029094999999999999 0.11650500000000001 0.053180000000000012 -0.12333499999999999 -0.073404999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00037493985903976995 -0.00045896260072534988 -0.00046191629557788171 0.00022594280204135008 -0.00034038763166954858 -0.00011473111181276567 0.00083551199672883352 -0.00029879102895353799
leaf_weight=0.0017841272746131004 0.0010020539217914645 0.0011466474642034194 0.0012614823796642551 0.0010168299086197232 0.0010137982501004046 0.0012847638934304307 0.0019008673575874639
leaf_count=625 597 274 581 100 108 204 632
internal_value=0 4.96732e-05 -2.64401e-05 5.06451e-05 0.000123456 0.0004164 -8.94712e-05
internal_weight=0 0.00940852 0.00762439 0.00647774 0.00546091 0.00229856 0.00316235
internal_count=3121 2524 1899 1625 1525 312 1213
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=7
num_cat=0
split_feature=49 15 3 4 15 0
split_gain=1.7175e-05 4.80645e-05 3.99416e-05 5.22316e-05 0.000109045 7.99152e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.022611379097599263 -0.016109161992859389 -0.00726953663434746 -0.024125413851954765 0.018886429098562817 0.025398979588531181 -0.011295851358420246
leaf_weight=0.001084616464465948 0.001635904056695411 0.0010687624445292021 0.0016075660844577376 0.0013345659195353231 0.0013683982216907416 0.0010480607679005122
leaf_count=226 267 199 836 286 1194 113
internal_value=0 0.00778092 -0.00243247 0.00174284 -0.00394282 0.00948379
internal_weight=0 0.00215338 0.0069945 0.00535859 0.00402403 0.00241646
internal_count=3121 425 2696 2429 2143 1307
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=10
num_cat=0
split_feature=1 15 147 3 16 3 4 13 3
split_gain=6.18587e-05 9.68773e-05 6.10296e-05 5.41966e-05 5.41123e-05 9.42699e-05 9.0421e-05 0.000108006 7.33365e-05
threshold=0.13686500000000004 -0.11713499999999999 1.0000000180025095e-35 -0.03694999999999999 -0.094359999999999986 -0.075634999999999994 0.0061450000000000003 -0.084034999999999985 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 7 -6 -9
right_child=-2 2 -4 -5 6 -7 -8 8 -10
leaf_value=-0.00073052190168128035 0.00044864872841299475 0.00012382266606930726 0.00048133120740286007 -0.00010663414017964652 0.00040913096030593298 -0.00070264692458875627 0.00054079109507498965 4.1366456404417897e-05 -0.00068254112277071964
leaf_weight=0.0011026930598311041 0.0010192653556146307 0.0010741462444429865 0.0010565523505012588 0.0010404238870929676 0.0011502235079646084 0.0010486177387419087 0.0012626152211247773 0.0010350098775325548 0.001120539057435289
leaf_count=204 169 252 161 169 452 133 217 215 1149
internal_value=0 -5.86741e-05 4.33872e-05 -0.000427642 -2.57655e-05 -0.000284443 9.44324e-05 -7.6051e-05 -0.000334949
internal_weight=0 0.00989082 0.0077477 0.00214312 0.00669115 0.00212276 0.00456839 0.00330577 0.00215555
internal_count=3121 2952 2579 373 2418 385 2033 1816 1364
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=7
num_cat=0
split_feature=0 1 4 3 150 47
split_gain=1.89228e-05 3.78916e-05 4.68431e-05 5.33469e-05 5.01237e-05 8.22993e-05
threshold=0.041630000000000007 0.077565000000000009 -0.0092149999999999992 0.11296500000000002 0.087170000000000011 0.092530000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.02047322829637313 0.0085769743177693709 -0.017099287593658138 0.034150895395101313 -0.01314963286593984 -0.0065538368596216234 -0.0021312114984741014
leaf_weight=0.001001632826177698 0.0019951559178666223 0.0012136687365511163 0.0014618023806828337 0.0012367021426783779 0.00114394020670016 0.0010923832217943461
leaf_count=1554 252 611 284 160 116 144
internal_value=0 -0.00243704 0.000501182 0.00482983 0.0108424 0.0186336
internal_weight=0 0.00715013 0.0061485 0.00493483 0.00369813 0.00255419
internal_count=3121 2869 1315 704 544 428
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=5.22552e-05 5.53071e-05 5.0804e-05 9.77793e-05 8.96424e-05 6.68452e-05 9.21697e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00033318539327636276 0.00041160061006699793 -0.00043204663744987034 -0.00039423375961224666 -0.00051988696972345779 0.00055657009734142338 0.00051913606149875554 -0.00025808800657225117
leaf_weight=0.0014929999400714496 0.001031826779237602 0.0012791931130001063 0.0015492772516207199 0.0014326553462810964 0.001096226254738231 0.001173342352921547 0.0011731294614190247
leaf_count=260 166 321 824 266 1053 106 125
internal_value=0 -5.37513e-05 7.3671e-06 -6.83488e-05 6.12389e-05 -7.81425e-05 0.000130559
internal_weight=0 0.00919682 0.00791763 0.00642463 0.00499198 0.00389575 0.00234647
internal_count=3121 2955 2634 2374 2108 1055 231
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=8
num_cat=0
split_feature=48 12 16 2 13 13 1
split_gain=6.15049e-05 6.45081e-05 6.85811e-05 4.79237e-05 0.000115656 8.10534e-05 0.000120765
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.000427779050241729 -0.00053018809450536308 -0.00065201484291085572 2.7990301353162061e-05 0.00069651249980099425 -8.7412997987709816e-05 0.00057517119502975588 -0.00026782637539670367
leaf_weight=0.0011081097004601746 0.0012179850313798891 0.0012648796949633312 0.0010382796783664178 0.0011845401185710525 0.0018592946399465934 0.001110532161937221 0.0015870641206871859
leaf_count=180 1091 411 244 316 206 457 216
internal_value=0 -6.10209e-05 -0.000345464 3.31131e-05 0.00021766 -0.000110347 7.92144e-05
internal_weight=0 0.00926258 0.00230316 0.00695942 0.00304383 0.00391558 0.0026976
internal_count=3121 2941 655 2286 522 1764 673
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=8
num_cat=0
split_feature=50 15 15 51 2 16 4
split_gain=6.33089e-05 5.70962e-05 5.45094e-05 6.27517e-05 7.35616e-05 6.52283e-05 6.0964e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 0.10097500000000002 0.0047850000000000011 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047708549807073313 -0.0004643693497149662 -0.00030143960833158354 -0.00027689454515947168 0.00058939535342546017 -0.00046063273092199626 0.0002315544044821435 2.7281691659610193e-05
leaf_weight=0.0010443317780378094 0.0010430908461812336 0.0019016170589775325 0.0015127862373291653 0.0018851697893326816 0.0010250982094826987 0.0010695164941472064 0.0012230570217030322
leaf_count=219 579 337 403 995 228 133 227
internal_value=0 4.4099e-05 -8.37508e-06 7.46099e-05 0.000176814 -0.0001072 0.000368209
internal_weight=0 0.00966158 0.00861724 0.00671563 0.00520284 0.00209461 0.00310823
internal_count=3121 2542 2323 1986 1583 361 1222
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=8
num_cat=0
split_feature=15 151 12 16 1 43 3
split_gain=1.85788e-05 3.90364e-05 4.94953e-05 5.12014e-05 5.98996e-05 3.76206e-05 2.10238e-05
threshold=-0.11713499999999999 -0.077429999999999985 0.090455000000000021 -0.092484999999999984 0.094465000000000007 -0.074359999999999996 -0.053259999999999995
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 -1
right_child=1 2 5 4 -6 -7 -8
leaf_value=-0.018643856246917126 0.019277863490485745 -0.026112773208841457 0.024442647975983823 -0.013727101977174009 0.015666306937458494 -0.0020674250796867402 0.0017590227313013509
leaf_weight=0.0010171866909825305 0.0011439856493838064 0.0010793807465978647 0.0010822688955518473 0.0015379823395441665 0.0012623643412351671 0.0010592094431864276 0.0010030875021252751
leaf_count=212 390 269 337 866 165 610 272
internal_value=0 0.00234414 -0.000873147 -0.00760906 -0.000476889 0.0113303 -0.00851361
internal_weight=0 0.00716519 0.00602121 0.00387973 0.00280035 0.00214148 0.00202027
internal_count=3121 2637 2247 1300 1031 947 484
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=8
num_cat=0
split_feature=2 42 13 13 0 48 13
split_gain=1.74215e-05 2.60092e-05 5.69627e-05 6.59467e-05 9.42183e-05 4.22886e-05 2.49028e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.11756999999999999 0.085130000000000025 -0.41572999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.011309497226513218 -0.00069360694265797039 -0.015628044424399818 0.021348066572562028 0.013804488391178184 -0.032739213960451485 -0.013721224852199005 0.020871365623332465
leaf_weight=0.0011785179222425996 0.0010347751220252614 0.0011501157150946633 0.0011108999733464523 0.0011832539757965941 0.0013353063811575487 0.0010564943032576567 0.0011098034091285682
leaf_count=199 103 597 156 160 1179 106 621
internal_value=0 -0.00171567 0.000626875 -0.00339771 -0.0117142 0.000820548 0.0104661
internal_weight=0 0.00798065 0.00683053 0.00571963 0.00357505 0.00223975 0.00214458
internal_count=3121 2922 2325 2169 1445 266 724
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=7
num_cat=0
split_feature=0 43 49 15 16 150
split_gain=1.75701e-05 3.94358e-05 3.8825e-05 4.46726e-05 2.48243e-05 1.99714e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.055554999999999993 -0.095964999999999981 0.097810000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.018155312044796954 0.0082563499368477657 -0.019930423468787904 0.0084207542702066564 0.020269593368527877 -0.012942014637905714 -0.00045891208690105126
leaf_weight=0.001293652941267937 0.0019958286533734403 0.0010012970988674469 0.0011205168671686453 0.0015481176545878491 0.0010571436575236865 0.0011114722995922319
leaf_count=295 252 346 355 1177 532 164
internal_value=0 -0.00235822 0.00114196 0.00728271 -0.00194979 -0.00968697
internal_weight=0 0.0071322 0.00583855 0.00372578 0.00217766 0.00211277
internal_count=3121 2869 2574 2064 887 510
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=7
num_cat=0
split_feature=49 15 16 3 2 16
split_gain=1.62269e-05 4.777e-05 3.1101e-05 5.65647e-05 6.4522e-05 6.04702e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 0.10613000000000002 -0.10850999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.022399232990937035 -0.022663233366369454 -0.0074453885358894481 0.012627320369635507 0.029309687969529132 -0.015244140662265052 -0.001602756604739795
leaf_weight=0.001079405194471418 0.0014248400469740663 0.0010659552158344024 0.0011529302535724139 0.0010000726166519607 0.0016640358368560865 0.0017231873261816287
leaf_count=226 188 199 300 279 362 1567
internal_value=0 0.00757048 -0.00237613 -0.0053523 0.000269681 0.00974933
internal_weight=0 0.00214536 0.00696507 0.00581214 0.0043873 0.00272326
internal_count=3121 425 2696 2396 2208 1846
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 3
split_gain=4.85467e-05 6.99736e-05 4.9868e-05 9.60946e-05 7.70628e-05 7.68645e-05 8.37184e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.090900000000000009 0.11924500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00034236460993422103 0.00039102458391275437 -0.00046074265261199221 -0.00038847856491275301 -0.0004976961498035276 0.00052643867437992934 0.00058561757169310255 -0.00015027264879956484
leaf_weight=0.0015238647730531447 0.0010905364114464017 0.001341376646647339 0.0015874863542586475 0.0014465302577263573 0.0011308930423613653 0.0010437167072000764 0.001380551496983966
leaf_count=260 166 321 824 266 1053 85 146
internal_value=0 -4.58879e-05 2.27025e-05 -5.12251e-05 7.43588e-05 -5.30802e-05 0.000166549
internal_weight=0 0.00945442 0.00811304 0.00658918 0.00514265 0.00401175 0.00242427
internal_count=3121 2955 2634 2374 2108 1055 231
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=7
num_cat=0
split_feature=42 43 0 0 3 52
split_gain=1.66912e-05 3.4224e-05 5.85385e-05 2.55175e-05 3.98121e-05 3.02799e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0104604714768128 -0.0036653388538126601 -0.0077676435786720541 0.029556872374965348 0.002261263825262462 -0.023063333626153999 0.011957211132002495
leaf_weight=0.0013129586955033913 0.0010860305560074059 0.0013506325247704548 0.0010366274302768428 0.0012908121601152556 0.0011958855621459236 0.0018364928249392837
leaf_count=862 847 145 194 143 690 240
internal_value=0 0.00172702 0.0125592 -0.00232544 -0.00991767 0.00359826
internal_weight=0 0.00779648 0.00212266 0.00567382 0.0024867 0.00318713
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=7
num_cat=0
split_feature=0 457 15 15 16 0
split_gain=1.56968e-05 3.74704e-05 5.06756e-05 8.01619e-05 5.6548e-05 2.7441e-06
threshold=0.041630000000000007 0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 -0.14116499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0065327152647555661 0.0078298002122875882 0.014695063218615485 -0.023896157508662252 0.02136806669652035 -0.022421656422718098 -0.00085654307544417465
leaf_weight=0.0010044411550156587 0.0019873943596490969 0.0011052687259948011 0.0011819530793884727 0.0012194371579172096 0.0015856189620487228 0.0010058445334772538
leaf_count=119 252 266 1140 293 718 333
internal_value=0 -0.00222415 -0.00534227 -0.000788108 -0.00830167 0.00283551
internal_weight=0 0.00710256 0.00599729 0.00481534 0.0035959 0.00201029
internal_count=3121 2869 2603 1463 1170 452
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=7
num_cat=0
split_feature=2 51 4 16 0 52
split_gain=1.61911e-05 2.76637e-05 4.07949e-05 3.84529e-05 5.81218e-05 0.00012427
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27834500000000006 -0.27167499999999994 -0.10324499999999999 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.010972296153125949 -0.014200100676518399 -0.019885843584365345 0.0188907936944923 0.015709871797526764 -0.032914700234081384 0.011199096670059671
leaf_weight=0.0011666354418677629 0.001436589473502733 0.0010208913272048998 0.0010787938330564118 0.0017600616880026061 0.0011223544663621387 0.0014815171499102853
leaf_count=199 514 171 229 248 1234 526
internal_value=0 -0.00164827 0.00114147 -0.00241442 0.00167281 -0.0078154
internal_weight=0 0.00790021 0.00646362 0.00538482 0.00436393 0.00260387
internal_count=3121 2922 2408 2179 2008 1760
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=4.88266e-05 4.78638e-05 6.00586e-05 9.23504e-05 7.37273e-05 6.47972e-05 6.73303e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00036426800603274034 0.00040005424384826526 -0.00040514947626814666 -0.00038621094631349664 -0.00051896051133975825 0.00050560959884534339 0.00047146098770495725 -0.00020159123502149965
leaf_weight=0.0014650947016457052 0.0010283739133374438 0.0012613696222581591 0.0015473828580595808 0.0014083319583239797 0.0010706859378431912 0.0011376587326343279 0.0011481591777525871
leaf_count=260 166 321 824 266 1053 106 125
internal_value=0 -5.08469e-05 6.61594e-06 -7.63967e-05 5.07018e-05 -7.63626e-05 0.000133389
internal_weight=0 0.00903868 0.00777731 0.00631222 0.00490389 0.0038332 0.00228582
internal_count=3121 2955 2634 2374 2108 1055 231
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=8
num_cat=0
split_feature=376 48 52 12 12 1 16
split_gain=5.77761e-05 6.97805e-05 0.000105088 0.000119182 6.23715e-05 6.50241e-05 5.27544e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 0.095330000000000012 0.085885000000000017 0.094465000000000007 -0.091354999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00043094445140569603 0.00043091778558916204 0.0002921730616703946 -0.0004889595879062395 -0.00069404613565972881 0.00035514004724358116 -0.00027457075443515505 0.00034438891794636611
leaf_weight=0.0010275647380148635 0.0010663784566667745 0.0019122139976237599 0.0016186945027322347 0.0016049990384845664 0.0010144412675935715 0.0010652250251818489 0.0010524970450226611
leaf_count=167 166 641 510 472 881 160 124
internal_value=0 -5.09531e-05 -0.000110844 -0.000232095 -7.60323e-05 -0.000193096 3.3049e-05
internal_weight=0 0.00929564 0.00826807 0.00635586 0.00475086 0.00373642 0.00211772
internal_count=3121 2955 2788 2147 1675 794 284
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=8
num_cat=0
split_feature=48 16 1 12 3 43 15
split_gain=4.77143e-05 6.37278e-05 6.23252e-05 8.41207e-05 3.49403e-05 5.11762e-05 2.77599e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.12500000000000003 0.09857500000000001 0.10299500000000002 -0.063379999999999978 -0.088749999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00038591474233484892 -0.00042753947382345004 0.00020568984378158735 0.00041614622452627647 -0.0005237000668378137 0.00037307478946207317 8.9032020771411186e-06 -0.00043067252468926101
leaf_weight=0.0010693741627044598 0.0014583706382639925 0.0019017427185354621 0.0012712915616787824 0.0012141436329215641 0.001029704509302759 0.001007330505045005 0.001222879709966457
leaf_count=180 237 989 190 399 96 185 845
internal_value=0 -5.19118e-05 1.97238e-05 -5.93201e-05 4.9913e-05 -3.06206e-05 -0.000232127
internal_weight=0 0.00910546 0.00764709 0.0063758 0.00516166 0.00413195 0.00223021
internal_count=3121 2941 2704 2514 2115 2019 1030
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=7
num_cat=0
split_feature=159 0 2 52 16 49
split_gain=1.71968e-05 3.40989e-05 8.80977e-05 5.9125e-05 5.57496e-05 1.67943e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.11093500000000002 -0.020999999999999994 -0.056919999999999991 -0.020744999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.012386859239232648 -0.00067651368945654969 0.014663345928511561 0.028556339839041558 0.0016069896086814213 -0.025588052568676786 -0.018879194956789726
leaf_weight=0.0010026015915405783 0.0010190252014022627 0.0016057398913232367 0.0012796828654270129 0.001955960530477298 0.001226488626027397 0.0010084853532335066
leaf_count=509 91 694 421 1021 260 125
internal_value=0 0.00149709 0.00524868 -0.000980481 -0.00887375 -0.00973054
internal_weight=0 0.00809538 0.00606787 0.00478819 0.00318245 0.00202751
internal_count=3121 2612 2396 1975 1281 216
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=8
num_cat=0
split_feature=376 43 16 43 3 49 1
split_gain=4.08112e-05 4.83293e-05 5.8404e-05 4.61085e-05 5.10135e-05 7.40994e-05 3.15542e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 0.084740000000000024 -0.13927999999999999 -0.006494999999999999 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00031916793737937847 0.00036921617046594535 0.00043649741232472633 -0.00052418103100819956 -0.00041428567525114793 -0.00035737059648626791 -0.00012154130199927121 0.00030451930100397603
leaf_weight=0.0012081681099977799 0.001012684881582398 0.001002455431461078 0.0010859742903600545 0.0010385145425103439 0.001842852768187752 0.0010617612999562504 0.0018034537974357476
leaf_count=189 166 132 436 287 386 1258 267
internal_value=0 -4.58637e-05 -0.000102152 -3.42442e-05 3.48701e-05 -5.06456e-05 0.000146634
internal_weight=0 0.00904318 0.00783501 0.00674904 0.00571052 0.00470807 0.00286522
internal_count=3121 2955 2766 2330 2043 1911 1525
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.52242e-05 4.12377e-05 4.85962e-05 2.97968e-05 5.01954e-05 2.41519e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.089885000000000007 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.025109458484901395 -0.010449286989333612 0.019575719701418227 0.0030172088790527234 0.018461304723452594 -0.013181050414050884 -0.00035475583270395137
leaf_weight=0.0010727718922942477 0.0012154060864510976 0.0013369421142029356 0.00143727431850374 0.0015048334926221745 0.001407436630488357 0.0011151824504966861
leaf_count=307 630 1161 276 238 401 108
internal_value=0 0.00157542 -0.00900388 0.00652556 0.00187184 0.0105117
internal_weight=0 0.00787444 0.00251005 0.00536439 0.00385956 0.00245212
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=8
num_cat=0
split_feature=2 51 12 12 2 3 16
split_gain=1.78258e-05 2.63832e-05 3.63925e-05 5.57244e-05 6.70522e-05 4.85728e-05 3.90329e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.098810000000000023 0.090455000000000021 0.10222000000000002 0.11924500000000002 -0.088704999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.011492850730057545 -0.013961465181586395 -0.00034114994589743732 -0.01540820006651644 0.023921640862679245 0.026113818623391079 -0.004091414475978869 -0.027899228365891756
leaf_weight=0.0011695611725689075 0.0014426524495351695 0.0010521242029213587 0.001118179480414234 0.0011508021625830176 0.0011007627957651468 0.0010310701385072619 0.0010048229929677647
leaf_count=199 514 380 362 535 259 149 723
internal_value=0 -0.00173507 0.000996291 0.00443161 -0.000922974 0.0115049 -0.0138033
internal_weight=0 0.00790041 0.00645776 0.00533958 0.00418878 0.00213183 0.00205695
internal_count=3121 2922 2408 2046 1511 408 1103
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 12
split_gain=6.34095e-05 4.92325e-05 9.22148e-05 5.5597e-05 9.24197e-05 8.38441e-05 4.49178e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.016164999999999995 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00043592768708160636 -0.00047510078518276944 -0.00039242667886446949 -0.00024068813224230196 0.00072010678937801031 0.00057083352133762203 -0.00026738076993232152 3.1167535319626485e-05
leaf_weight=0.0010576350799739896 0.0010298904374152268 0.0019063802902358172 0.0014563673957829534 0.0010248376148560322 0.0011854151611021108 0.0017236580045892624 0.0011864421031241054
leaf_count=219 579 337 403 265 173 265 880
internal_value=0 3.70181e-05 -1.27161e-05 9.73498e-05 0.000193497 6.17212e-05 0.000300884
internal_weight=0 0.00954074 0.0084831 0.00657672 0.00512035 0.00409552 0.00237186
internal_count=3121 2542 2323 1986 1583 1318 1053
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=8
num_cat=0
split_feature=159 0 2 1 0 42 1
split_gain=1.70581e-05 2.96946e-05 7.45367e-05 5.12742e-05 4.08309e-05 1.88065e-05 1.61999e-05
threshold=-1.0000000180025095e-35 -0.15202999999999997 0.096540000000000015 0.080000000000000016 -0.053834999999999994 0.081660000000000024 0.10723500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 6 4 -4 5 -3 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.01235652169768358 -0.00015513062585855635 -0.0049633966033427934 0.0065323648875855213 0.035457902192768773 -0.017207033703745635 0.014398217360574598 -0.018041683433773725
leaf_weight=0.0010000123403765245 0.0010253762247145744 0.0010017793143593779 0.0015557413304416541 0.0010111121392034057 0.0014693795268614935 0.0010049361342309338 0.0010003667415819828
leaf_count=509 132 680 362 395 182 777 84
internal_value=0 0.00148979 0.00500219 0.0179265 -0.00454148 0.00473264 -0.00898799
internal_weight=0 0.00806869 0.00604295 0.00256685 0.00347609 0.00200672 0.00202574
internal_count=3121 2612 2396 757 1639 1457 216
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=8
num_cat=0
split_feature=159 51 48 49 42 2 0
split_gain=6.63763e-05 6.10214e-05 7.90289e-05 8.24118e-05 9.06977e-05 9.57945e-05 8.97237e-05
threshold=-0.032739999999999991 0.092235000000000011 -0.032929999999999994 -0.006494999999999999 0.084050000000000014 0.10097500000000002 -0.026509999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00047839809772088796 0.00048864945469417388 0.00048948997702326499 -0.00044950104919834244 0.0001251408429372675 -0.00035081524049804843 -0.00019354526249805879 0.0008542314667233993
leaf_weight=0.0010327250180540296 0.0010797389221294381 0.0010560716527726706 0.0017704598425731929 0.0016924966497166094 0.0017195074999623713 0.001646296876518045 0.0010524834639455243
leaf_count=421 174 244 358 705 805 326 88
internal_value=0 4.36984e-05 -8.83912e-06 -7.69956e-05 3.09293e-05 0.00018041 0.00040469
internal_weight=0 0.0100171 0.00896098 0.00788124 0.00611078 0.00439128 0.00274498
internal_count=3121 2700 2456 2282 1924 1119 793
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=8
num_cat=0
split_feature=48 12 52 16 16 15 2
split_gain=6.90497e-05 6.93222e-05 7.26236e-05 7.05751e-05 5.27453e-05 8.41026e-05 0.000122734
threshold=-0.032929999999999994 0.095330000000000012 0.10024500000000001 0.051380000000000002 0.071345000000000006 -0.095869999999999983 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=0.0004456746769056637 -0.0002777364590512999 -0.00066190156077099898 0.00040882766983331773 1.8459205661749469e-05 -0.00044041886078633396 -0.0001817710196071436 0.00069088566874458426
leaf_weight=0.0011524401652944953 0.0019447015129062965 0.0012931337961195673 0.0015534542925759792 0.0010722260712045177 0.001171020547610313 0.0012051899209358722 0.0012753379771871531
leaf_count=180 379 411 432 244 315 930 230
internal_value=0 -6.25166e-05 3.37476e-05 -0.000353492 -7.03703e-05 2.75533e-05 0.000266896
internal_weight=0 0.00951506 0.0071497 0.00236536 0.00559625 0.00442523 0.00248053
internal_count=3121 2941 2286 655 1854 1539 1160
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=8
num_cat=0
split_feature=2 42 13 13 0 48 12
split_gain=1.76438e-05 2.40289e-05 5.444e-05 5.36177e-05 7.91437e-05 4.57219e-05 2.13128e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.12333499999999999 0.085130000000000025 0.088105000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.011365278441648535 -0.001055999430143096 -0.015087690440512676 0.020968507282623713 0.014422135221313357 -0.030065140155543509 -0.014398974982278254 0.018953611605008115
leaf_weight=0.0011801763363180695 0.0010445066412720118 0.0011526700540195108 0.0010930161916952391 0.0011578498478825141 0.0013432738739476814 0.0010492210161798417 0.001085519088886564
leaf_count=199 579 597 156 151 1191 103 145
internal_value=0 -0.00174052 0.000530853 -0.00340176 -0.010927 0.000720847 0.00914144
internal_weight=0 0.00792606 0.00677339 0.00568037 0.00355034 0.00220707 0.00213003
internal_count=3121 2922 2325 2169 1445 254 724
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=9
num_cat=0
split_feature=50 15 12 151 16 13 4 3
split_gain=5.65014e-05 6.58644e-05 4.13694e-05 4.91268e-05 6.03432e-05 5.96664e-05 0.000159469 4.99152e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.029094999999999999 -0.077429999999999985 -0.094359999999999986 -0.084034999999999985 0.0061450000000000003 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 -5
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.00052043828815711874 -0.00044108156177600914 -0.00033350300378601238 0.00041438123364192332 3.1959880931361405e-06 0.00053038040254808731 -0.00043993666718043881 0.00051802455511107057 -0.00060785217939269285
leaf_weight=0.0010129854991458151 0.0010042014271163134 0.0012790247299954297 0.0011821576094474748 0.0010571447796510131 0.0010135683881587025 0.0015494595222537422 0.0011745364989914108 0.0010003237496882505
leaf_count=218 609 219 282 215 303 984 179 112
internal_value=0 4.85676e-05 -9.32794e-06 5.00983e-05 -2.42136e-05 0.000124239 -2.68816e-05 -0.00029389
internal_weight=0 0.0092692 0.00825622 0.00697719 0.00579503 0.00373756 0.002724 0.00205747
internal_count=3121 2512 2294 2075 1793 1466 1163 327
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=8
num_cat=0
split_feature=147 15 16 52 2 4 3
split_gain=5.18493e-05 7.95281e-05 8.1701e-05 4.9295e-05 6.72734e-05 0.000101289 2.51881e-05
threshold=0.089025000000000007 -0.24436499999999997 -0.43320999999999993 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997 -0.042499999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00047461163530317416 0.00041281399713732225 -0.00062588151441500713 -0.00033371335236213049 0.00027225317222766683 -0.00026364535079031635 -0.00016003817369637392 0.00070053240807641708
leaf_weight=0.0010007039051364566 0.001047464401457269 0.0010350952772445153 0.001657594211581276 0.0010638613325565989 0.001774737132808556 0.0016827700250489309 0.0010480925277215932
leaf_count=243 124 168 624 1221 327 315 99
internal_value=0 -4.74377e-05 -0.000110668 -3.68764e-05 5.14689e-05 0.000198843 0.000484794
internal_weight=0 0.00926285 0.00826215 0.00722706 0.00556946 0.00379472 0.00211195
internal_count=3121 2997 2754 2586 1962 1635 1320
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 3
split_gain=7.61838e-05 4.68559e-05 7.76835e-05 6.84471e-05 8.34041e-05 9.56391e-05 4.94506e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.016164999999999995 0.10097500000000002 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00043426397040008548 -0.00050769910238859643 -0.00034960670494699105 -0.00026755795884796351 0.00070794922114512568 0.00010100465979063998 -0.00026196015181582298 0.00066995074005662795
leaf_weight=0.0010709206959286224 0.0010536945682837274 0.0019099053811916155 0.0015219114857883947 0.0010200156908570989 0.0014180428319061703 0.0017811537216441305 0.0010026087886798492
leaf_count=219 579 337 403 265 999 265 54
internal_value=0 4.73649e-05 -5.15368e-07 9.83515e-05 0.000204997 8.29015e-05 0.000336656
internal_weight=0 0.00972456 0.00865364 0.00674373 0.00522182 0.00420181 0.00242065
internal_count=3121 2542 2323 1986 1583 1318 1053
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 2
split_gain=6.00047e-05 4.56047e-05 5.81023e-05 6.9054e-05 0.000103886 9.53252e-05 4.41059e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 0.10097500000000002 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00042184912462830357 -0.00045455417765736796 -0.00030480594701330345 -0.00028982560144937214 0.00075386875655316797 7.5971202444268633e-05 -0.00029271479340375883 0.00060795246248579969
leaf_weight=0.0010811078322542902 0.0010344345753491883 0.0019339495074743602 0.0015019365440952408 0.0010047965034011164 0.0014005314231585156 0.0017805960598022874 0.0010472202903592295
leaf_count=219 579 337 403 261 848 265 209
internal_value=0 4.21146e-05 -5.24175e-06 8.07768e-05 0.000187141 5.24681e-05 0.000303568
internal_weight=0 0.00975014 0.00866903 0.00673508 0.00523314 0.00422835 0.00244775
internal_count=3121 2542 2323 1986 1583 1322 1057
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=8
num_cat=0
split_feature=48 376 12 16 1 43 3
split_gain=6.86889e-05 8.11876e-05 7.39069e-05 6.25407e-05 8.49409e-05 7.55505e-05 8.70773e-05
threshold=-0.032929999999999994 0.048375000000000008 0.09857500000000001 -0.094359999999999986 0.10752500000000002 -0.084004999999999982 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=0.0004443412962597374 -0.00060143065060000586 0.00046180823341927628 -0.00048568104904207098 0.00049586378873601273 0.00012778081320206268 -0.00043882066194686617 0.00023255698846871151
leaf_weight=0.0011610683372515552 0.0013908921655880553 0.0010220026637483672 0.00172438574565027 0.0013479739506004557 0.0010997212425738197 0.0013252476446225115 0.0016897352692972073
leaf_count=180 360 153 461 413 157 1229 168
internal_value=0 -6.05949e-05 -0.000122836 -3.15422e-05 -0.00027945 0.000109977 -6.25497e-05
internal_weight=0 0.00959996 0.00857796 0.00685357 0.00249061 0.00436296 0.00301498
internal_count=3121 2941 2788 2327 517 1810 1397
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=9
num_cat=0
split_feature=376 48 52 4 12 16 1 52
split_gain=8.13149e-05 7.82445e-05 8.40739e-05 0.00015407 0.000111358 7.66543e-05 0.000109418 5.02482e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.013125 0.09857500000000001 -0.094359999999999986 0.10752500000000002 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7
right_child=-2 2 4 -5 -6 7 -8 -9
leaf_value=0.00044360792540434934 0.00049387931945093122 -0.00032410267721149792 -0.00077599558053695924 0.00074855527456132043 -0.00072532882656102993 -0.0001511044738125477 7.6796040368057504e-05 0.00035956120167258634
leaf_weight=0.0010552144120860108 0.0011345413852273953 0.0010067276453528512 0.0012045905495574067 0.0010536220778738074 0.0013773993135787052 0.0014515107723056528 0.0011128232038546734 0.0015130059504260354
leaf_count=167 166 397 338 244 339 634 154 682
internal_value=0 -6.06823e-05 -0.000121709 0.000224433 -0.000228803 -9.93213e-05 -0.000366485 0.000109525
internal_weight=0 0.00977489 0.00871968 0.00206035 0.00665933 0.00528193 0.00231741 0.00296452
internal_count=3121 2955 2788 641 2147 1808 492 1316
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=7
num_cat=0
split_feature=2 48 0 1 0 2
split_gain=1.49895e-05 2.90687e-05 5.90017e-05 5.64417e-05 9.13665e-05 4.75172e-05
threshold=-1.0000000180025095e-35 0.083985000000000018 -0.18113999999999997 0.111945 -0.08824499999999999 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.010382959038349498 -0.032169145046933328 -0.0079092676788783262 0.02254741426507316 0.0095302849062347851 0.012716030959261214 -0.015825878269282969
leaf_weight=0.0011981486196233669 0.0014526468074988058 0.0012797166317544129 0.0012646190058272569 0.001685809059405621 0.0012817736747263865 0.0010703861186800976
leaf_count=199 538 89 450 273 1229 343
internal_value=0 -0.00160706 0.00722871 -0.00570153 -0.0124503 -0.000272399
internal_weight=0 0.00803495 0.00254434 0.00549062 0.00380481 0.00235216
internal_count=3121 2922 539 2383 2110 1572
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=8
num_cat=0
split_feature=376 43 3 0 16 2 4
split_gain=5.49031e-05 7.57208e-05 6.48877e-05 0.000100628 8.74105e-05 6.05151e-05 3.89941e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.074319999999999983 0.092365000000000017 0.0067750000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.0003792291719651714 0.00041785361356775778 -0.00049057128699906457 0.00010903436755892831 -0.00052099504252845093 0.00010067371993113195 -0.00046389350469460214 0.00061704808723759815
leaf_weight=0.0015254888266806512 0.0010432107095843168 0.0013258854883297791 0.0014660055955599564 0.0014732478833540882 0.0011674644277377519 0.0013722891951058094 0.0010845840637536486
leaf_count=260 166 321 724 266 910 293 181
internal_value=0 -5.62364e-05 1.49557e-05 -6.97076e-05 6.0904e-05 -0.000167971 0.000349359
internal_weight=0 0.00941497 0.00808908 0.00656359 0.00509034 0.00283829 0.00225205
internal_count=3121 2955 2634 2374 2108 1017 1091
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=8
num_cat=0
split_feature=48 12 16 52 16 151 2
split_gain=5.5108e-05 7.0679e-05 6.76955e-05 4.14852e-05 7.74355e-05 6.47941e-05 9.67268e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.10024500000000001 0.071345000000000006 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00040376662518058445 -0.00034466570250518642 -0.0006396201011941424 2.1635326354796288e-05 0.00033057275512512715 -0.00048598203899759209 -0.00016492042982828401 0.00051122135109086825
leaf_weight=0.0011230451902306407 0.0010308129717014275 0.0013378851149137352 0.001072281802225899 0.0015191464270020143 0.0011580542276202659 0.0014354447689235114 0.0018772883410324991
leaf_count=180 280 411 244 432 315 899 360
internal_value=0 -5.57162e-05 -0.000345428 4.37396e-05 -3.54631e-05 8.4652e-05 0.000218241
internal_weight=0 0.00943091 0.00241017 0.00702075 0.0055016 0.00434355 0.00331273
internal_count=3121 2941 655 2286 1854 1539 1259
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=9
num_cat=0
split_feature=159 376 12 133 49 48 4 12
split_gain=7.80264e-05 5.86082e-05 7.70564e-05 6.72917e-05 0.000102964 0.000119424 0.000138476 7.52741e-05
threshold=-0.032739999999999991 0.048375000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 0.0093850000000000027 0.086035000000000014 -0.033174999999999989 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00052112937890114934 -0.00048953255852011968 0.00049082591206363606 -0.00030346072952047341 -0.00039971147917370475 0.00070433053554528171 -0.0004718858524475396 0.00074961883641122757 0.00015038862081206113
leaf_weight=0.0010402226353015869 0.0011175197503920159 0.0010103193408426735 0.0015606151412555251 0.0010729007335686961 0.0010189127066581125 0.0014021610023535955 0.0014035193402985289 0.0018930424118734294
leaf_count=421 259 160 767 801 185 191 113 224
internal_value=0 4.19106e-05 -5.98928e-06 5.87167e-05 0.000126294 3.22001e-05 0.000177719 0.000405512
internal_weight=0 0.010479 0.00946867 0.00835115 0.00727825 0.00625934 0.00485718 0.00329656
internal_count=3121 2700 2540 2281 1480 1295 1104 337
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=8
num_cat=0
split_feature=159 151 4 48 2 15 3
split_gain=1.5999e-05 2.6898e-05 6.27668e-05 5.76642e-05 7.93825e-05 0.000107806 5.6178e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27834500000000006 0.091545000000000015 0.10097500000000002 -0.016799999999999995 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.011861757865602994 -0.013198350434964283 -0.019498868834916559 0.023814291223292747 0.019465282433042918 -0.026443961342427266 7.7367717066061629e-06 0.032840726808548007
leaf_weight=0.0010233067300674777 0.0010957682690083221 0.001357751661702091 0.0012674971395258833 0.0011421833702669418 0.0013161509962024715 0.0010244755260649602 0.0010606708184530363
leaf_count=509 381 381 262 236 361 891 100
internal_value=0 0.0013936 0.00362404 -0.000712532 -0.00555526 0.00243008 0.0167092
internal_weight=0 0.0082645 0.00716873 0.00590123 0.00475905 0.0034429 0.00208515
internal_count=3121 2612 2231 1969 1733 1372 991
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=6
num_cat=0
split_feature=15 52 2 4 3
split_gain=1.68458e-05 3.96229e-05 6.36202e-05 6.1479e-05 1.96236e-05
threshold=-0.11713499999999999 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997 -0.053259999999999995
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.017778000341563186 -0.012222727899143068 0.026287753084497691 -0.0083493922237317716 0.00051450896351580132 0.0018545696757003916
leaf_weight=0.0010317162776264388 0.0015053838070392157 0.0019065214627762457 0.0020016886106249271 0.0017987183906216153 0.0010051354325185215
leaf_count=212 616 1282 399 340 272
internal_value=0 0.00220884 0.00601562 0.0137761 -0.00808982
internal_weight=0 0.00721231 0.00570693 0.00370524 0.00203685
internal_count=3121 2637 2021 1622 484
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=8
num_cat=0
split_feature=49 15 16 3 1 3 3
split_gain=1.51892e-05 3.99417e-05 2.98464e-05 4.95207e-05 5.81988e-05 0.00012782 5.85106e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 0.095285000000000022 0.095270000000000007 0.0051600000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.02071214646515189 -0.021303014919960839 -0.006425248932851714 0.01225603645929157 -0.028887450437106905 0.037333631668939889 -0.0094386558987207547 0.004828992294606412
leaf_weight=0.0010946043340997671 0.0014425564117209241 0.0010750244960416667 0.001174250999523091 0.001045760900324608 0.00102442133189259 0.0013599048778728459 0.0010135299530371344
leaf_count=226 188 199 300 1634 291 171 112
internal_value=0 0.0072659 -0.00230078 -0.00520476 2.13017e-05 0.010657 -0.0122931
internal_weight=0 0.00216963 0.00706042 0.00588617 0.00444362 0.00238433 0.00205929
internal_count=3121 425 2696 2396 2208 462 1746
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=8
num_cat=0
split_feature=48 3 12 3 48 52 43
split_gain=8.16319e-05 7.26241e-05 0.000103486 8.20714e-05 0.000100657 5.43426e-05 5.09269e-05
threshold=-0.032929999999999994 0.13524500000000003 0.09334000000000002 0.097915000000000016 0.083985000000000018 0.070205000000000017 -0.073959999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4
right_child=1 -3 6 -5 -6 -7 -8
leaf_value=0.000489666914754972 -0.00032115552867089867 0.00030200415720091443 -0.00020937211064307845 -0.00043272524956808908 0.00052043234479823644 0.00021238121452054077 -0.00082961805113331802
leaf_weight=0.0011432563786103944 0.0017301792277864181 0.0017119372690410683 0.0010017884944140555 0.0013708738061101733 0.0015494993253871137 0.0012746973808480456 0.0010345577846180584
leaf_count=180 915 171 274 94 348 634 505
internal_value=0 -6.43776e-05 -0.000143159 -1.2107e-05 0.0001145 -9.48241e-05 -0.000524486
internal_weight=0 0.00967353 0.0079616 0.00592525 0.00455438 0.00300488 0.00203635
internal_count=3121 2941 2770 1991 1897 1549 779
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 1 15 43
split_gain=5.56677e-05 8.10316e-05 4.98454e-05 6.9056e-05 0.000170328 9.34511e-05 6.83319e-05 3.41112e-05
threshold=0.086580000000000004 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.087170000000000011 0.077565000000000009 -0.031204999999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00052637812355776892 -0.00044307489183955078 -0.00020300068458206511 -5.2545367486231286e-07 0.00070324194549717357 -0.00078424552136491048 0.00052135061433053161 4.4060430707251523e-05 -0.00047860411168783312
leaf_weight=0.0011579603907196393 0.0010148476702410295 0.0013945147662823435 0.0010155152698261118 0.0010361253150326377 0.0010250656932056616 0.001345448780062806 0.0014517311323530855 0.001319165422456409
leaf_count=182 579 1190 164 142 206 375 115 168
internal_value=0 3.94749e-05 -2.61798e-05 6.51012e-05 -0.0001024 0.000152689 0.000318592 -0.000270654
internal_weight=0 0.00974553 0.00858757 0.00625289 0.00376503 0.00273996 0.00248786 0.00233468
internal_count=3121 2542 2360 2028 1771 1565 257 332
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=8
num_cat=0
split_feature=42 43 0 49 0 12 52
split_gain=1.64594e-05 3.75909e-05 5.73164e-05 2.71542e-05 5.55327e-05 5.97895e-05 5.50953e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 0.0093850000000000027 -0.10151999999999999 0.097825000000000009 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.010412890260411797 -0.0029740014203164735 -0.010067460727988909 0.02960447441273717 0.012345453250325822 -0.035475845921850664 -0.0020931311625676601 0.019033223571985908
leaf_weight=0.0013158550128989773 0.0011074910742795586 0.0013343078729226021 0.0010539512163003648 0.0010097781397700326 0.0010004254573137484 0.0011569949166720121 0.001269661621698183
leaf_count=862 847 127 194 170 618 125 178
internal_value=0 0.00166328 0.0129117 -0.00254954 -0.00570842 -0.0175732 0.00412165
internal_weight=0 0.00793261 0.00216144 0.00577117 0.00476139 0.00215742 0.00260397
internal_count=3121 2259 1041 1218 1048 743 305
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=8
num_cat=0
split_feature=376 48 52 12 16 15 52
split_gain=6.9114e-05 8.64775e-05 8.85342e-05 0.000118959 8.54989e-05 0.000114233 5.82567e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 0.095330000000000012 -0.094359999999999986 -0.10324499999999999 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.0004762602113555368 0.00046341716464514088 0.00023927231933864468 7.3838688874070072e-05 -0.00069499001290824537 -0.00014486133148911243 -0.00083760107264486451 0.00043271339024088143
leaf_weight=0.0010270541067939091 0.001077837021750668 0.0019515453340244312 0.0010687885713876731 0.0016312388809234558 0.0013150615628345875 0.0010461881296907434 0.0013717862638333398
leaf_count=167 166 641 216 472 583 255 621
internal_value=0 -6.0763e-05 -0.000126544 -0.000237519 -8.21108e-05 -0.000377011 0.000150023
internal_weight=0 0.00941166 0.00838461 0.00643306 0.00480182 0.00211498 0.00268685
internal_count=3121 2955 2788 2147 1675 471 1204
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=8
num_cat=0
split_feature=50 15 15 51 2 16 2
split_gain=5.1966e-05 6.06545e-05 4.57055e-05 6.61476e-05 3.6132e-05 0.000112872 6.86148e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.096540000000000015 -0.015314999999999997 0.084245000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00046406897912464078 -0.0004275319940071318 -0.00028205616539463157 5.35821939381492e-05 0.00052006990694368352 -0.00037069553029587209 0.00046305837277083343 -0.00055104732854219652
leaf_weight=0.0011231264570230595 0.0010309207285075445 0.0019792124859819554 0.0019715776216309125 0.0010079872229501437 0.0010110350453525793 0.0016318609921856637 0.0011381831928009181
leaf_count=219 579 337 462 216 201 341 766
internal_value=0 3.51306e-05 -1.99907e-05 5.67303e-05 -2.44566e-05 0.000144107 -0.000167714
internal_weight=0 0.00986298 0.00873986 0.00676064 0.00575266 0.0026429 0.00310976
internal_count=3121 2542 2323 1986 1770 542 1228
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=9
num_cat=0
split_feature=1 150 15 4 13 4 1 4
split_gain=6.59854e-05 6.46948e-05 7.27473e-05 9.12151e-05 8.01653e-05 9.35376e-05 0.000123194 7.45176e-05
threshold=0.13686500000000004 0.11456000000000001 -0.24436499999999997 0.25615500000000008 -0.13710499999999998 0.0061450000000000003 0.086560000000000012 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00050323031056580595 0.00047574433142579176 -0.00051180771433846747 -0.00036355927492447582 -0.00059003457607806884 0.0005457916921140758 0.00053076352076819892 -0.00050930353873491802 -0.0001578139224459423
leaf_weight=0.0010112854164286674 0.0010299837688656612 0.0010263816700184824 0.001559597871528969 0.0010618733142849363 0.0013220772291464957 0.0016439934866642465 0.001327717814514072 0.0010292309950012644
leaf_count=148 169 111 139 106 102 377 668 1301
internal_value=0 -4.55249e-05 7.91371e-06 -5.51371e-05 2.73887e-05 0.000141933 -3.18181e-05 0.000237805
internal_weight=0 0.00998216 0.00895578 0.00794449 0.00688262 0.00532302 0.00367903 0.00235131
internal_count=3121 2952 2841 2693 2587 2448 2071 1403
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=7
num_cat=0
split_feature=0 43 43 47 3 3
split_gain=1.69792e-05 3.79293e-05 4.09032e-05 4.47612e-05 7.39535e-05 2.05647e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.072864999999999985 1.0000000180025095e-35 0.090900000000000009 -0.116045
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.01769469494524922 0.0181774057025747 0.018903903855580922 -0.011045155801947149 -0.018276451850088277 0.017782261189980369 -0.0020189732268310573
leaf_weight=0.0013133442152115024 0.0010063767456472417 0.0010586933962665078 0.0018123164356614436 0.0013495294522356256 0.0017484762645265254 0.0010103043539387369
leaf_count=295 129 901 1221 228 224 123
internal_value=0 -0.00230912 0.00107612 -0.00276765 0.00311013 0.00805955
internal_weight=0 0.00728236 0.00596902 0.00491032 0.00356079 0.00201668
internal_count=3121 2869 2574 1673 1445 252
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 2 1 43
split_gain=6.82248e-05 3.86624e-05 4.01432e-05 5.82378e-05 7.85191e-05 6.99559e-05 5.84614e-05 4.78111e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.084120000000000014 0.10559 0.077565000000000009 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -4
right_child=-2 2 7 5 -6 -7 -8 -9
leaf_value=0.00039208386886053359 -0.00048627481087787854 -0.00015295723321030356 0.00010031727133971816 0.0007147032046353561 -0.00049437273549596435 4.3165291622778915e-05 0.00045049670511961715 -0.00046954805154181175
leaf_weight=0.0011196859335341107 0.0010094558224630719 0.0013368468277998122 0.0010167488083642601 0.0010154986461095132 0.0011483581173696343 0.001445152447838367 0.0011466081717268995 0.0012769048055788026
leaf_count=180 597 1170 163 103 255 153 335 165
internal_value=0 4.98586e-05 4.1659e-06 8.74041e-05 -7.0393e-05 0.000320306 0.000125657 -0.000216934
internal_weight=0 0.0095058 0.00838612 0.00609246 0.00363181 0.00246065 0.00248345 0.00229365
internal_count=3121 2524 2344 2016 1760 256 1505 328
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=7
num_cat=0
split_feature=159 1 42 3 2 2
split_gain=1.63461e-05 2.66366e-05 4.8881e-05 7.68834e-05 5.01662e-05 4.45558e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.075730000000000006 -0.116045 0.10613000000000002 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011942891886929999 0.028882865761065735 0.013935011233709655 -0.014379042502386983 -0.004860543155797298 -0.017106694917467011 0.022518694204037612
leaf_weight=0.0010285940576165 0.0010048071891537004 0.0014113853558206093 0.0019848265418115239 0.001430710147045535 0.0014212788426022247 0.0010167957786005152
leaf_count=509 195 255 1082 632 228 220
internal_value=0 0.00142434 -0.00115022 0.00423737 -0.0021636 0.00651393
internal_weight=0 0.0082698 0.00685842 0.00487359 0.00386878 0.00244751
internal_count=3121 2612 2357 1275 1080 852
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=8
num_cat=0
split_feature=147 151 4 52 16 16 2
split_gain=1.57365e-05 4.3288e-05 6.76973e-05 3.96993e-05 5.57876e-05 3.39963e-05 2.29028e-05
threshold=0.087350000000000025 -0.044604999999999992 0.27834500000000006 -0.092399999999999982 -0.095964999999999981 -0.052894999999999991 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.01911568329619329 0.011551659138638429 -0.020384510497853024 0.02543443275928883 -0.013604177985331218 0.023877070630193984 -0.0086163448658127337 0.011446408706703215
leaf_weight=0.00119414735463201 0.0010386043432842945 0.0010329473956836978 0.0010101110258837909 0.0016939324893240236 0.0010216650445313042 0.0010825585883283498 0.0011994004044494713
leaf_count=408 146 465 251 386 865 432 168
internal_value=0 -0.00151073 0.00147521 -0.00253796 0.00115075 0.00871634 0.00192866
internal_weight=0 0.00823476 0.00704061 0.0060305 0.00499756 0.00330362 0.00228196
internal_count=3121 2975 2567 2316 1851 1465 600
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=7
num_cat=0
split_feature=40 0 3 48 160 15
split_gain=1.62722e-05 3.44072e-05 0.000116836 5.48253e-05 4.09727e-05 4.01122e-05
threshold=-0.074429999999999982 -0.053834999999999994 -0.10831999999999999 0.085700000000000012 -1.0000000180025095e-35 -0.013969999999999998
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.012003851407596517 -0.0048941913692606091 0.0066526057938474633 -0.033231647204448954 -0.011194066569431445 0.030022733087009947 0.0038025832337303745
leaf_weight=0.0010000596952272596 0.001148524695275262 0.0017590084053741017 0.0012609877884392036 0.0017236854710216114 0.0012878604077453627 0.0010667243991194617
leaf_count=241 681 189 266 381 397 966
internal_value=0 -0.00150331 -0.0100009 0.00340653 0.0105907 0.0181439
internal_weight=0 0.00824679 0.00302 0.00522679 0.00350311 0.00235458
internal_count=3121 2880 455 2425 2044 1363
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 12
split_gain=1.58654e-05 3.06044e-05 4.43861e-05 3.1706e-05 7.24835e-05 6.44336e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.08401500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016562834461664854 0.0087238749572895926 -0.016206995185797334 -0.0081976335142526432 -0.014106764689211069 0.028865424409091196 0.018875510209211882
leaf_weight=0.0011858021851218741 0.001687834552434265 0.001262594782999879 0.0013517723374531377 0.0014304368874199871 0.0012886749155009542 0.0010109090341177641
leaf_count=542 279 414 386 276 344 880
internal_value=0 -0.0020031 0.000858249 0.00492334 0.00967843 -0.000449511
internal_weight=0 0.00753019 0.0062676 0.00508179 0.00373002 0.00244135
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=8
num_cat=0
split_feature=15 151 12 16 16 2 3
split_gain=1.69008e-05 4.16653e-05 3.91644e-05 5.34037e-05 7.07327e-05 3.55332e-05 1.38349e-05
threshold=-0.11713499999999999 -0.077429999999999985 0.090455000000000021 -0.08595499999999999 0.071345000000000006 0.091265000000000013 -0.053259999999999995
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 -1
right_child=1 2 5 4 -6 -7 -8
leaf_value=-0.016312735796895458 0.019724278657151748 -0.024080432096440341 0.023548795410924077 0.015068850749033047 -0.01800952658147557 -0.0023124797020188698 0.00024145948463013121
leaf_weight=0.0010194524969909442 0.0011454549315471187 0.0012498907221511544 0.001000034533895984 0.0015202272532596336 0.0011247011062946203 0.0011334887461875241 0.0010001240288015525
leaf_count=212 390 443 409 670 187 538 272
internal_value=0 0.00224101 -0.00108101 -0.00704658 0.00100295 0.00980933 -0.00811485
internal_weight=0 0.0071738 0.00602834 0.00389482 0.00264493 0.00213352 0.00201958
internal_count=3121 2637 2247 1300 857 947 484
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=8
num_cat=0
split_feature=376 48 52 49 1 2 13
split_gain=7.19252e-05 8.23645e-05 0.000111056 0.000123252 7.97463e-05 8.60314e-05 3.72348e-06
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 0.090675000000000019 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00044565664691022754 0.00046018564263895729 0.00018808065855570799 -0.00073697163333613083 6.6544875099805857e-05 0.00026168380953461162 -0.00055390273519551601 0.00035712324737040453
leaf_weight=0.0010683222947922245 0.0011055420140685104 0.0010026237661663628 0.0015556257688763286 0.0015772523549420856 0.0015663640502762964 0.0018874110092555285 0.0010012808854424865
leaf_count=167 166 338 276 1072 248 551 303
internal_value=0 -6.77909e-05 -0.000131643 -0.000254612 -0.000105464 -0.00027145 0.000272545
internal_weight=0 0.00965888 0.00859056 0.00658665 0.00503103 0.00346466 0.0020039
internal_count=3121 2955 2788 2147 1871 1623 641
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=8
num_cat=0
split_feature=40 3 51 52 16 16 1
split_gain=1.67614e-05 3.14631e-05 3.49563e-05 3.72028e-05 5.93434e-05 7.12922e-05 3.82438e-05
threshold=-0.074429999999999982 0.13524500000000003 0.08955500000000001 0.091820000000000013 0.064860000000000015 -0.5315899999999999 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.012165358580681034 -0.013907249848900093 0.013933987110332719 -0.021185980535665852 -0.017782107263764904 -0.016666766227510489 0.0067683998033680791 0.030648047219907194
leaf_weight=0.0010021575982336684 0.0010089380365400566 0.001132971570199673 0.0010154129037513553 0.0010983688531506688 0.0012116873779916713 0.0015340746532308603 0.0011916120686481248
leaf_count=241 75 179 318 496 450 1185 177
internal_value=0 -0.0015354 -0.00401786 -0.00113388 0.00256299 0.00880202 0.0172081
internal_weight=0 0.00819307 0.00706009 0.00604468 0.00494631 0.00373462 0.00272569
internal_count=3121 2880 2701 2383 1887 1437 1362
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=9
num_cat=0
split_feature=1 16 1 47 52 2 4 4
split_gain=8.16733e-05 4.0827e-05 5.79147e-05 0.000127482 6.56837e-05 0.000138115 0.00012159 6.71406e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10471500000000002 0.085770000000000027 -0.087769999999999987 0.10097500000000002 -0.0016099999999999997 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.00041578813808678934 0.00051324502432800289 -0.00059250570222908522 0.00051186518931555425 -0.0003278969014730383 0.00010728789270798522 -0.00058839567990333873 -0.0003311054986406869 0.00081020942746107261
leaf_weight=0.0011470984710744711 0.0010263151150232642 0.0010094971164549878 0.0018656380868250963 0.0011076605877128744 0.0010482334105911461 0.001268775705811733 0.0011734052469238808 0.0010415240875873534
leaf_count=125 169 524 316 125 105 275 303 1179
internal_value=0 -6.85246e-05 -2.17416e-05 0.000199024 -0.000140195 -3.94418e-05 0.000174001 0.00045762
internal_weight=0 0.00966183 0.00851473 0.0029733 0.00554144 0.00453194 0.00326316 0.00208976
internal_count=3121 2952 2827 441 2386 1862 1587 1284
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=9
num_cat=0
split_feature=50 484 147 151 4 3 4 16
split_gain=7.59483e-05 5.0286e-05 4.06505e-05 7.17377e-05 7.03879e-05 8.39252e-05 4.55019e-05 5.16124e-05
threshold=0.086580000000000004 0.084040000000000017 0.089025000000000007 -0.0083949999999999979 0.24564500000000003 0.10893000000000001 0.053180000000000012 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00044857764618477563 -0.00051926311128509047 0.00044447723687866412 0.00035328300255673594 0.00026582008826794411 0.00045402333710532164 -0.00051580461117313675 0.00039880229769320886 -0.00030408062500363134
leaf_weight=0.001453348637850055 0.0010211688154687969 0.0010670476641368313 0.0010586963200153454 0.0010369502966623943 0.0012361412506846662 0.0012178048374200529 0.0011629030602769643 0.0014872295423085844
leaf_count=285 579 322 111 662 232 56 243 631
internal_value=0 4.28615e-05 -6.6635e-06 -5.68419e-05 3.5867e-05 -6.95177e-05 7.78862e-05 -6.99615e-05
internal_weight=0 0.00972012 0.00865307 0.00759438 0.00614103 0.00490489 0.00368708 0.00252418
internal_count=3121 2542 2220 2109 1824 1592 1536 1293
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=9
num_cat=0
split_feature=50 157 3 4 0 0 52 16
split_gain=6.5745e-05 4.41679e-05 4.57721e-05 5.26015e-05 5.1916e-05 0.000140122 5.60192e-05 4.54793e-05
threshold=0.086580000000000004 -0.072409999999999988 0.11296500000000002 0.053180000000000012 0.12113000000000002 -0.019414999999999998 -0.069804999999999992 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00041577546932134926 -0.00047671098754360883 -0.00036516153222468779 4.4589145806971372e-05 -0.00057708639940995475 -0.00029623173874909417 0.00074592229936096927 -5.7545511211685524e-05 0.00044146536972928131
leaf_weight=0.0010643948328072665 0.0010540019640925278 0.0012338726698381936 0.0010679793693051942 0.0010259640068158039 0.0012009120376482909 0.0011988292668272523 0.0018528531658166736 0.0011306953455010962
leaf_count=297 579 480 72 117 101 123 440 912
internal_value=0 3.87255e-05 -7.34554e-06 -0.000260012 7.26084e-05 0.000154389 -1.3758e-05 0.000131568
internal_weight=0 0.0097755 0.00871111 0.00209394 0.00661716 0.00541625 0.00421742 0.00298355
internal_count=3121 2542 2245 189 2056 1955 1832 1352
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=7
num_cat=0
split_feature=1 150 0 2 12 1
split_gain=1.64654e-05 3.3678e-05 4.1013e-05 4.66685e-05 3.52189e-05 2.28658e-05
threshold=0.12500000000000003 0.081835000000000019 -0.060129999999999996 0.10097500000000002 0.084100000000000022 0.096125000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0050226789492897016 0.0088490000611298244 0.010364390773675566 0.016271366763744112 -0.011520259036535425 -0.026790315937079014 -0.015227381346767977
leaf_weight=0.0010848477207251264 0.0016924978556433767 0.0016922078156983416 0.0013901038770052357 0.00106877309137349 0.0011725085364244917 0.001147363194857336
leaf_count=314 279 368 162 232 1626 140
internal_value=0 -0.00206322 -0.00564978 0.00419149 -0.0127571 -0.00538591
internal_weight=0 0.0075558 0.0058636 0.00245888 0.00340472 0.00223221
internal_count=3121 2842 2474 394 2080 454
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=8
num_cat=0
split_feature=50 3 15 15 2 0 2
split_gain=7.46979e-05 4.22444e-05 8.07794e-05 8.96165e-05 6.79766e-05 5.85421e-05 8.17186e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.089885000000000007 -0.11013499999999998 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00032706865624340187 -0.00050656392084753735 -0.00030435379911869189 0.00058481838224984568 -0.00061053338159640196 0.00029490365148867188 -0.0003420719655298754 0.00036792961243908563
leaf_weight=0.0017495789620942644 0.0010199759778031703 0.0014285967026117145 0.0010939439421764267 0.0013481720176065155 0.0014835065851353457 0.0011543703967704854 0.0013546080199151466
leaf_count=264 579 273 88 500 352 870 195
internal_value=0 5.15046e-05 -9.80901e-06 -0.000192572 9.2465e-07 0.0002063 4.12609e-05
internal_weight=0 0.00961278 0.0078632 0.00426028 0.0029121 0.00360292 0.00250898
internal_count=3121 2542 2278 1125 625 1153 1065
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 12
split_gain=6.41018e-05 3.34137e-05 5.17752e-05 5.33237e-05 8.97308e-05 7.23656e-05 4.19258e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.016164999999999995 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00037062007013313584 -0.00047787152962365487 -0.0002874635180434726 -0.00024488856993848737 0.0006999490895175989 0.00053202260506825423 -0.00025857467548796696 1.026061614442574e-05
leaf_weight=0.00105469114867835 0.0010105830560603489 0.0018697071759369742 0.0014835554884018451 0.0010127748844854798 0.0011796923620324246 0.0017166478389988521 0.0011887483827858513
leaf_count=219 579 337 403 265 173 265 880
internal_value=0 4.15473e-05 4.79357e-07 8.22807e-05 0.000177492 4.79644e-05 0.000270144
internal_weight=0 0.00950582 0.00845113 0.00658142 0.00509786 0.00408509 0.00236844
internal_count=3121 2542 2323 1986 1583 1318 1053
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=9
num_cat=0
split_feature=376 147 1 12 2 151 4 12
split_gain=6.98911e-05 5.2562e-05 6.23746e-05 9.50658e-05 5.60426e-05 5.77216e-05 9.60518e-05 8.47432e-05
threshold=0.048375000000000008 0.089025000000000007 0.12958500000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00048198965462614029 0.0004764941623440631 0.00035813478759760126 0.00034629667768873071 -0.00071000184605750924 -0.00035266934738417341 -0.00043569289345165842 0.00056264287327247844 0.00029884906058959124
leaf_weight=0.0010882240514884867 0.0010528863775913977 0.001041276377955592 0.0010110173716234077 0.001080212869520091 0.0012660881605824851 0.0013135804680025919 0.0012976335965373832 0.0011176256383772392
leaf_count=486 166 120 188 405 308 257 316 875
internal_value=0 -5.67685e-05 -0.00010962 -0.000173967 -7.87807e-05 9.0647e-06 0.000131888 -9.80239e-05
internal_weight=0 0.00921566 0.00817438 0.00716336 0.00608315 0.00499493 0.00372884 0.00243121
internal_count=3121 2955 2835 2647 2242 1756 1448 1132
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=8
num_cat=0
split_feature=50 3 15 15 3 48 12
split_gain=6.05617e-05 5.50833e-05 4.63292e-05 6.69973e-05 6.2865e-05 6.23273e-05 4.29201e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.016799999999999995 -0.07490999999999999 0.10542000000000001 0.083985000000000018 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00037093941585603985 -0.00044813043343650368 -0.00028516023342202977 0.00021194481710430001 -0.00059492367186472187 0.00049294238592615357 0.00026337619815991784 -0.00033367859100415866
leaf_weight=0.0017433684337945154 0.0010137106058004759 0.0016160705904560038 0.001155744432506562 0.001007559750626723 0.0013017783684300416 0.0015701609274207389 0.0010651033799256408
leaf_count=264 579 439 211 326 77 360 865
internal_value=0 5.61557e-05 -1.49634e-05 -0.000154208 0.000150812 -1.48439e-05 -4.97324e-05
internal_weight=0 0.00945979 0.00771642 0.00419379 0.00352263 0.00318623 0.00222085
internal_count=3121 2542 2278 1125 1153 799 1076
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=8
num_cat=0
split_feature=50 3 15 2 3 15 48
split_gain=6.55706e-05 6.05945e-05 5.44979e-05 8.9347e-05 8.51995e-05 7.44935e-05 6.64428e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.016799999999999995 0.10559 -0.012304999999999998 -0.07490999999999999 0.083985000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00035770748931493679 -0.00046283592944044804 -0.00029978305610332541 3.550843056185982e-05 -0.00031871049227622032 0.00075504566218886568 -0.00062452290447426065 0.00025079429988857191
leaf_weight=0.0018967034476195235 0.0010969767187231595 0.0017436717195169465 0.0014704082593926815 0.0011168715420184772 0.0011105269979031615 0.0010840186233263046 0.0016308806273838969
leaf_count=264 579 439 908 148 97 326 360
internal_value=0 4.20284e-05 -3.13804e-05 0.000144613 0.000345112 -0.000177344 -3.36956e-05
internal_weight=0 0.0100531 0.00815638 0.00369781 0.00258094 0.00445857 0.00337455
internal_count=3121 2542 2278 1153 1005 1125 799
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=8
num_cat=0
split_feature=50 3 0 2 16 49 0
split_gain=6.66115e-05 7.43656e-05 5.90715e-05 0.000138615 9.24321e-05 8.99158e-05 9.18779e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.0047850000000000011 -0.069799999999999987 -0.13843999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00040361501258466553 -0.00046256083915985379 -0.00051371564277357957 -0.00069498451052133555 0.00018923879541467113 0.00061573007216777034 0.00041540088397741109 -0.00025517678849268458
leaf_weight=0.0018669476662495016 0.001076632424159671 0.0011252360074805257 0.001403064984801528 0.0013256372363257486 0.0010338004119922282 0.0018477500223819899 0.0013664967910557374
leaf_count=264 579 197 138 180 383 201 1179
internal_value=0 5.0821e-05 -3.04736e-05 -0.000265418 8.88376e-05 -3.66847e-05 0.000130313
internal_weight=0 0.00996893 0.00810199 0.0027287 0.00537328 0.00433948 0.00321425
internal_count=3121 2542 2278 318 1960 1577 1380
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=8
num_cat=0
split_feature=50 3 15 15 48 0 2
split_gain=5.18551e-05 5.65753e-05 6.09318e-05 8.18445e-05 6.2411e-05 5.80948e-05 7.94826e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.016799999999999995 -0.07490999999999999 0.083985000000000018 -0.11013499999999998 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=0.00035457607195293287 -0.00042790110965048347 -0.00030919119694526533 0.00053501942919141035 -0.00067913019981257427 0.00023617449080885061 -0.00033742833374286025 0.00036743318399441813
leaf_weight=0.0017532356537656741 0.0010243349800989057 0.0016407725713114096 0.0010745974393327673 0.0010160953478560485 0.0015871629260639096 0.0013281428929327922 0.0011456055172211182
leaf_count=264 579 439 88 326 360 885 180
internal_value=0 3.6335e-05 -3.52672e-05 -0.000193808 -4.10371e-05 0.000154357 -1.10034e-05
internal_weight=0 0.00954561 0.00779238 0.00424403 0.00322794 0.00354835 0.00247375
internal_count=3121 2542 2278 1125 799 1153 1065
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=7
num_cat=0
split_feature=12 13 1 42 47 2
split_gain=1.58855e-05 4.93893e-05 4.4675e-05 5.04337e-05 8.19176e-05 2.64278e-05
threshold=0.11650500000000001 0.11217000000000001 0.077565000000000009 0.086375000000000021 0.077555000000000013 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0165302538305683 -0.011954814645637146 0.019150008675650781 0.016241577468793122 0.020355362171751781 -0.023924577653236023 -0.0026641024348936972
leaf_weight=0.0016213551985734733 0.0010047138599142561 0.0013147050201187506 0.0014147124292890182 0.0012131697236771903 0.0012783958385762721 0.0015489508183303725
leaf_count=1454 147 168 329 496 187 340
internal_value=0 0.00135083 -0.00195594 0.00237571 -0.00276622 0.00636057
internal_weight=0 0.00839129 0.00707658 0.00545523 0.00424206 0.00296366
internal_count=3121 2974 2806 1352 856 669
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 4
split_gain=6.70949e-05 4.45723e-05 5.04772e-05 6.41947e-05 9.44921e-05 5.61547e-05 3.2134e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.016164999999999995 0.10097500000000002 -0.076779999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00042690786688346662 -0.00047786008649997036 -0.00027983946542500885 -0.00027452692744393337 0.00072152295084137942 0.00044912705841804033 -0.00021097076091546765 -8.8200463621583872e-06
leaf_weight=0.0010730804271405761 0.0010233464367816148 0.0018904664929308189 0.0014965990289974871 0.0010193846814816436 0.001357749014010238 0.001757070199207783 0.0010406129873259725
leaf_count=219 579 337 403 265 640 265 413
internal_value=0 5.0199e-05 2.98517e-06 8.31287e-05 0.000186566 5.53331e-05 0.000250431
internal_weight=0 0.00963496 0.00856188 0.00667142 0.00517482 0.00415543 0.00239836
internal_count=3121 2542 2323 1986 1583 1318 1053
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=9
num_cat=0
split_feature=376 50 43 3 0 16 1 4
split_gain=9.52894e-05 9.28497e-05 6.83863e-05 0.000147285 0.000100267 0.00013167 7.83078e-05 7.41295e-05
threshold=0.048375000000000008 0.07826000000000001 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.094359999999999986 0.10937500000000001 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=0.00066247191681873398 0.00052103950374621124 -0.00063298234473464126 -0.00042769467415423087 -0.0006602327820573082 -0.00049704349791431944 4.9012837959362005e-05 8.4021145597839531e-05 0.00071411160029526697
leaf_weight=0.0013065321189412935 0.0011671543246712579 0.001015524457043033 0.0012726845714715893 0.0010514541190326239 0.001533325539735282 0.0012967082892137972 0.0011251560072135444 0.0012805352221372983
leaf_count=216 166 580 258 225 239 1123 114 200
internal_value=0 -7.13814e-05 -7.05769e-06 6.34399e-05 -6.10443e-05 7.95845e-05 -0.000275505 0.000379475
internal_weight=0 0.00988192 0.0088664 0.00759371 0.00628718 0.00475385 0.00217661 0.00257724
internal_count=3121 2955 2375 2117 1901 1662 339 1323
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=8
num_cat=0
split_feature=48 150 52 51 1 16 12
split_gain=3.56414e-05 5.8372e-05 4.18802e-05 4.44079e-05 3.85377e-05 5.58598e-05 4.69598e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.076794999999999988 0.11588000000000001 0.13751500000000003 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.017770123465738103 -0.001014321666997172 -0.022953596852321574 -0.0054698344010844883 0.028091818401744625 0.011312611863203877 0.010014218604956694 -0.032081216451121296
leaf_weight=0.0010007233530960379 0.0010844974143175705 0.0011665809188679474 0.0016145113113275739 0.001014600506630992 0.0012837660796606309 0.0011311838301963899 0.0011253103860090112
leaf_count=180 328 229 199 456 216 78 1435
internal_value=0 -0.00219193 0.001147 0.0130542 -0.00370177 -0.00868108 -0.0163998
internal_weight=0 0.00842045 0.00725387 0.0020991 0.00515477 0.00387101 0.00273982
internal_count=3121 2941 2712 784 1928 1712 1634
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=6.48735e-05 6.65013e-05 6.96303e-05 9.17178e-05 8.31822e-05 5.27385e-05 0.000126606
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00038052983478969684 0.00043959348385830087 -0.00046976442761024009 -0.00036648099160576812 -0.00050869856019914643 0.00050907041881865351 0.00062068300808270911 -0.00028144407457417404
leaf_weight=0.0015271325204737965 0.0011006436664435541 0.0013309271708261275 0.0016127940464386913 0.0015107308008622594 0.0011365651980931859 0.0010155179251895019 0.0014551435827647409
leaf_count=260 166 321 824 266 1053 93 138
internal_value=0 -6.30217e-05 2.53327e-06 -8.32299e-05 3.99053e-05 -9.06794e-05 8.93579e-05
internal_weight=0 0.00958881 0.00825788 0.00673075 0.00522002 0.00408346 0.00247066
internal_count=3121 2955 2634 2374 2108 1055 231
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 4 2
split_gain=5.67128e-05 7.31314e-05 7.75402e-05 9.44854e-05 8.82249e-05 7.56117e-05 9.31407e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.0052350000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00041017811252676848 0.00041470205674962039 -0.0004820258522093759 -0.00042986005466625444 -0.00051016604281949333 0.00052627418527282136 0.00043852467375979836 -0.00031873597149410695
leaf_weight=0.0015499840357399283 0.0011092180150993449 0.0013210954631005375 0.0015433464412171762 0.0014999982900373628 0.0011557031877586152 0.0014825044755136039 0.0010789408388530489
leaf_count=260 166 321 759 266 1053 175 121
internal_value=0 -5.3498e-05 1.4624e-05 -7.6065e-05 4.77163e-05 -8.70216e-05 0.000119549
internal_weight=0 0.00963157 0.00831048 0.00676049 0.00526049 0.00410479 0.00256145
internal_count=3121 2955 2634 2374 2108 1055 296
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=7
num_cat=0
split_feature=376 48 52 49 1 2
split_gain=5.89483e-05 6.10023e-05 9.49093e-05 9.01129e-05 7.48983e-05 6.71548e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00039698392170530892 0.00042915570182241737 0.00026953771313266748 -0.00064100471574517464 4.7846792178099393e-05 0.0002633830067312525 -0.00050855003162512318
leaf_weight=0.0010255605630575719 0.001080551425754024 0.0019480069678189478 0.0015238145236137158 0.0015134388870016685 0.0015380904261649035 0.001857733458582415
leaf_count=167 166 641 276 1072 248 551
internal_value=0 -5.44094e-05 -0.000109645 -0.000224465 -9.51732e-05 -0.000258764
internal_weight=0 0.00940664 0.00838108 0.00643308 0.00490926 0.00337117
internal_count=3121 2955 2788 2147 1871 1623
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=8
num_cat=0
split_feature=48 150 1 12 48 15 3
split_gain=2.9212e-05 4.71784e-05 3.86753e-05 4.86139e-05 6.15722e-05 3.77597e-05 7.06247e-05
threshold=-0.032929999999999994 0.08882000000000001 0.12500000000000003 0.095330000000000012 0.083985000000000018 -0.015744999999999999 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.016041674372329267 -0.019362980257069614 -0.020652573205171415 0.017072481429245868 -0.018197839469751339 0.021585584892978082 -0.015748491898677896 0.020105560982241005
leaf_weight=0.0010045769486723378 0.0011167376854557005 0.0011680778869455205 0.0012414032986260062 0.0014599164584748235 0.001259355088759385 0.0010391843057205351 0.0011656236983092817
leaf_count=180 439 229 224 577 358 567 547
internal_value=0 -0.001996 0.000996535 -0.00230711 0.0027572 -0.00438153 0.0032066
internal_weight=0 0.0084503 0.00728222 0.00604082 0.0045809 0.00332155 0.00220481
internal_count=3121 2941 2712 2488 1911 1553 1114
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 3 13
split_gain=6.90913e-05 4.62577e-05 4.61444e-05 6.13131e-05 7.11174e-05 8.06372e-05 5.97547e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00031671458552624511 -0.00061485120579263892 -0.00039730693292577834 -0.00039472817756188496 0.00036525084191720242 0.0002935043103489812 -5.7634155656329371e-06 -0.00067058356931654214
leaf_weight=0.0010171115749093374 0.0010225010503151196 0.0018743058701843236 0.0015148301644386233 0.001819288488826861 0.0011676564020290984 0.0010031144545022417 0.0010787722653001911
leaf_count=219 579 337 403 244 112 305 922
internal_value=0 -7.83599e-05 -0.00012587 -4.85939e-05 5.4849e-05 -0.000118932 -0.000350254
internal_weight=0 0.00947508 0.00845797 0.00658366 0.00506883 0.00324954 0.00208189
internal_count=3121 2542 2323 1986 1583 1339 1227
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=8
num_cat=0
split_feature=48 13 49 1 2 47 2
split_gain=2.3787e-05 4.21711e-05 0.000104495 6.79377e-05 8.43341e-05 4.53166e-05 3.89955e-05
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.10538500000000002 0.086950000000000013 0.090280000000000013 0.10774000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 -2
right_child=1 2 3 5 -6 -7 -8
leaf_value=0.01436349549000584 -0.001179591152369736 -0.029403619860369053 0.010327836888343185 0.029331403928797569 -0.028937003127281327 -0.00021188205783974139 0.023669898952755637
leaf_weight=0.0010038268575471672 0.0016185039756939571 0.0015019803185298292 0.0010080718255063325 0.0010153714869749037 0.0011959924060972393 0.0010625232212349354 0.0010355662117035472
leaf_count=180 701 257 623 214 866 104 176
internal_value=0 -0.00192002 -0.00670888 0.00125174 -0.0109785 0.0142246 0.00851619
internal_weight=0 0.00843801 0.00578394 0.00428196 0.00220406 0.00207789 0.00265407
internal_count=3121 2941 2064 1807 1489 318 877
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=8
num_cat=0
split_feature=159 151 4 48 2 15 12
split_gain=1.99317e-05 3.3992e-05 7.60356e-05 6.43685e-05 5.96743e-05 8.13944e-05 5.45415e-05
threshold=-1.0000000180025095e-35 -0.08323499999999999 0.27834500000000006 0.091545000000000015 0.10097500000000002 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.013129170432830593 -0.015783487918060637 -0.018022472059811868 0.02584793168597295 0.020203844863993795 -0.023764526399420186 0.028291163948113037 -0.0036099225408102774
leaf_weight=0.0010540889136472437 0.0010051127262199816 0.0013801845618690908 0.0012918864672427739 0.0011687619872023623 0.0013545110055191434 0.0011254008412109084 0.0010232186820185905
leaf_count=509 341 390 275 239 364 164 839
internal_value=0 0.00146404 0.00382458 -0.000876559 -0.0059219 0.000926892 0.0130992
internal_weight=0 0.00834908 0.00734396 0.00605208 0.00488332 0.0035288 0.00214862
internal_count=3121 2612 2271 1996 1757 1393 1003
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=9
num_cat=0
split_feature=52 376 52 48 49 1 2 15
split_gain=0.000119715 0.000104343 8.58551e-05 9.71062e-05 0.000144841 9.74857e-05 0.000103075 7.75683e-05
threshold=-0.23798499999999997 0.048375000000000008 -0.081429999999999989 -0.032929999999999994 -0.006494999999999999 0.095285000000000022 0.090675000000000019 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=-0.00065942316066333921 0.00041107102041837629 0.00062881984682121154 0.00045783970641325621 -0.00068116581527082629 0.00014426640997871603 -7.2172021387616504e-05 -0.00066603771806884946 0.00055479880327451126
leaf_weight=0.0010071111347524061 0.0015259029767337512 0.0010693313587632368 0.0010637737138312073 0.001678924321934977 0.0010660593375139771 0.0016874777592568312 0.001391174323675453 0.0013783474044104372
leaf_count=385 321 157 111 276 973 219 503 176
internal_value=0 4.72537e-05 -1.62582e-05 -9.51455e-05 -0.000176824 -2.35126e-05 -0.000314491 0.000209704
internal_weight=0 0.010861 0.00979166 0.00826576 0.00720198 0.00552306 0.00245723 0.00306583
internal_count=3121 2736 2579 2258 2147 1871 1476 395
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=8
num_cat=0
split_feature=0 1 4 3 2 15 13
split_gain=1.95855e-05 4.04803e-05 5.39285e-05 4.97501e-05 5.37543e-05 3.76852e-05 2.10908e-05
threshold=0.041630000000000007 0.077565000000000009 -0.033174999999999989 0.11296500000000002 0.089775000000000008 -0.10203999999999998 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=-0.021009774459266495 0.018619788238069337 -0.020516615253969715 -0.013975139737780829 -0.012348844804874146 0.024891898673072437 0.011141301972120538 -0.0017249862175658486
leaf_weight=0.0010241500517370215 0.0010257728001410536 0.0010308005664149585 0.0010035179811698908 0.0013206076172677054 0.0015135120095385144 0.0014760825442826334 0.0010125150704628494
leaf_count=1554 128 480 124 176 268 267 124
internal_value=0 -0.00256197 0.000415925 0.0044766 0.0100411 0.000976438 0.00851357
internal_weight=0 0.00736867 0.00634452 0.00531372 0.00399311 0.0024796 0.00203829
internal_count=3121 2869 1315 835 659 391 252
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 3
split_gain=1.66307e-05 4.89232e-05 7.07793e-05 5.18511e-05 5.63188e-05 4.41812e-05 2.72677e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.099185000000000009 0.11924500000000002 0.084245000000000014 -0.079379999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.021318115772287923 -0.012275706380083132 -0.0061971135051891941 -0.0254635380871799 0.025826880986567324 -0.0046828102830543455 -0.017858206378962481 0.016308605912375103
leaf_weight=0.0010669466274655535 0.0010087708402747543 0.0011640652164562246 0.0010626209982950658 0.0015032813888422886 0.0010125613629743111 0.0015609389471992652 0.001001526364901219
leaf_count=191 115 433 412 421 129 1077 343
internal_value=0 0.00131567 -0.00160583 0.0024554 0.0135475 -0.00503308 0.00421116
internal_weight=0 0.00837194 0.00730499 0.00624237 0.00251584 0.00372653 0.00216559
internal_count=3121 3006 2815 2403 550 1853 776
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=9
num_cat=0
split_feature=50 47 43 16 2 16 151 15
split_gain=9.16908e-05 4.83385e-05 6.69142e-05 9.04028e-05 8.38664e-05 0.000103294 8.93048e-05 5.76293e-05
threshold=0.086580000000000004 0.11596500000000001 -0.20207499999999998 0.15891500000000003 0.089885000000000007 -0.014754999999999999 -0.0083949999999999979 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00053797263103538102 -0.00055089707670119494 -0.00034781662583070852 -0.0003511520957656204 -0.00047384846403324485 -0.00034725778056241132 0.00083448347785718602 0.00038516408197699237 0.00023329819238726484
leaf_weight=0.0011601036535974114 0.0010746608631241215 0.0010404569214703752 0.0017637448643122453 0.0011515630331049255 0.0010228737853957802 0.0010504546741568112 0.0017101378054775705 0.0010259608937131046
leaf_count=162 579 96 453 383 116 210 485 637
internal_value=0 5.2052e-05 9.88785e-05 3.29352e-05 0.000121719 0.000311902 0.000111043 -0.000136211
internal_weight=0 0.0099253 0.00888484 0.00772474 0.00657317 0.00378347 0.00273301 0.00278971
internal_count=3121 2542 2446 2284 1901 811 601 1090
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 4 15
split_gain=5.7694e-05 3.92662e-05 5.65782e-05 9.71672e-05 8.74357e-05 0.000106961 7.80579e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.094359999999999986 0.0052350000000000009 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00039781448922124817 -0.0004441745101540969 0.00014581856283440536 0.00034753610266139887 -0.0004565970486401461 -5.4601091915530113e-05 0.00075245630447588307 -0.00056116267122093022
leaf_weight=0.0010952496970416522 0.0010106672831703767 0.0012357359874530945 0.001499104157840026 0.0018502372507510079 0.0013448097747385086 0.0011900632204985991 0.001167889968696358
leaf_count=182 579 180 423 273 1086 199 199
internal_value=0 4.88907e-05 2.77991e-06 -7.33499e-05 7.02358e-05 0.000324293 -0.000197694
internal_weight=0 0.00938309 0.00828784 0.00678874 0.0049385 0.00253487 0.00240363
internal_count=3121 2542 2360 1937 1664 1285 379
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=7
num_cat=0
split_feature=13 3 39 15 12 2
split_gain=1.75673e-05 3.91889e-05 5.19558e-05 5.01271e-05 7.42881e-05 6.62649e-05
threshold=-0.23438999999999996 0.11296500000000002 0.085220000000000004 -0.022504999999999997 0.09334000000000002 0.091055000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.010618935659932074 0.018240887197437959 -0.018373811723849963 0.021398890867559254 0.0019827911736843363 -0.012436253561175139 -0.030329133255771912
leaf_weight=0.0013083859185388002 0.0019106383674881845 0.0012215606795883405 0.0010622378201520077 0.0013544145966797542 0.0013451315801972568 0.0011943712642398774
leaf_count=169 639 100 296 1096 359 462
internal_value=0 -0.00187052 0.00106532 -0.00265574 0.00556653 -0.0131587
internal_weight=0 0.00808835 0.00686679 0.00580456 0.00325577 0.00254879
internal_count=3121 2952 2852 2556 998 1558
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=8
num_cat=0
split_feature=0 457 15 15 16 0 13
split_gain=1.76498e-05 3.51429e-05 4.25532e-05 7.65227e-05 9.69643e-05 9.06536e-05 1.91855e-05
threshold=0.041630000000000007 0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.056919999999999991 -0.10836499999999999 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=-0.013554256241459228 0.017836332848089054 0.01376965534634029 -0.022012188961404892 0.01981495549150375 -0.034698687625844014 0.024038956414912944 -0.0016404088710711357
leaf_weight=0.0016033749719845233 0.0010170312657898197 0.0011364743876344178 0.0012301035157949421 0.0012815834914106485 0.0010244695217860953 0.0010692077411972687 0.0010060528168920335
leaf_count=231 128 266 1140 293 552 387 124
internal_value=0 -0.00239769 -0.00535703 -0.00124194 -0.00854131 0.00148549 0.00815081
internal_weight=0 0.00734521 0.00620874 0.00497864 0.00369705 0.00267258 0.00202308
internal_count=3121 2869 2603 1463 1170 618 252
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=1.66372e-05 5.44223e-05 5.26563e-05 9.1303e-05 0.000129472 8.5738e-05 3.2934e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.023407305868126116 0.0092235468403185604 -0.016638939923664636 0.024121051042254996 -0.040437453715802853 0.032509920264378871 -0.00053007717509129118 0.00070307170988535915
leaf_weight=0.001031348278694267 0.0015854885280720448 0.0010186892360643826 0.0012759168597793438 0.0010463972271057293 0.0011311036858273151 0.0011088217656088917 0.0011345553312967047
leaf_count=198 553 667 273 218 196 108 908
internal_value=0 -0.00201969 0.00126497 -0.00536101 0.00922051 -0.0199058 0.0130987
internal_weight=0 0.00774683 0.00671548 0.00430501 0.00214979 0.00215522 0.00241047
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=7
num_cat=0
split_feature=3 51 52 4 0 3
split_gain=1.89937e-05 2.96494e-05 2.95192e-05 5.0863e-05 3.66517e-05 3.49363e-05
threshold=0.13524500000000003 0.08955500000000001 -0.088204999999999992 -0.0016099999999999997 -0.038659999999999993 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.012887444588841952 0.0099981688977751771 -0.017461502303078868 0.02936671164385158 0.0085824661032778467 0.0026514825668984146 -0.012537759505590253
leaf_weight=0.001340454030379681 0.0015513483348690328 0.0010840140382543375 0.001029669920319285 0.0013094675940915901 0.0010245132066367235 0.0019488519809787164
leaf_count=584 192 348 1216 114 94 573
internal_value=0 -0.00212549 0.000373322 0.00371929 0.0160426 -0.00404987
internal_weight=0 0.00773697 0.00665296 0.0053125 0.00205418 0.00325832
internal_count=3121 2929 2581 1997 1310 687
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=7
num_cat=0
split_feature=376 43 1 49 49 4
split_gain=5.40392e-05 4.6598e-05 6.58248e-05 5.34111e-05 7.43886e-05 7.36349e-05
threshold=0.048375000000000008 -0.074359999999999996 0.10781 -0.043469999999999995 0.0093850000000000027 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-8.8781024183603771e-05 0.00041080349283309286 0.00014389862971173935 0.000517359037634966 -0.0007042319269891399 0.00017995468582233958 -0.000138770448934458
leaf_weight=0.0017377044285953793 0.0010620864588654988 0.0017507258470423562 0.0011411699228661421 0.0016258475042359843 0.0011351386497627028 0.0019441072822381777
leaf_count=949 166 191 170 1098 307 240
internal_value=0 -5.59674e-05 0.00015149 -0.00014848 -0.000257271 -0.000396296
internal_weight=0 0.00933469 0.00287887 0.00645582 0.00470509 0.00356995
internal_count=3121 2955 1119 1836 1645 1338
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=7
num_cat=0
split_feature=0 1 4 15 0 3
split_gain=1.63683e-05 3.82834e-05 4.85279e-05 5.12289e-05 4.02285e-05 1.81346e-05
threshold=0.041630000000000007 0.077565000000000009 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999 -0.116045
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.020312508374859029 0.017378403055713747 -0.01281175094068325 -0.014225276300657973 0.018946051918210107 0.011250520286764071 -0.0015949085754751601
leaf_weight=0.0010157511890616002 0.0010062541734093822 0.0018817670801116234 0.0013982074065730984 0.0018651281866909272 0.001113434336038349 0.0010087794459244003
leaf_count=1554 129 762 156 206 191 123
internal_value=0 -0.00230504 0.000617543 0.00639139 -0.00293162 0.00787986
internal_weight=0 0.00727429 0.00625854 0.00437677 0.00251164 0.00201503
internal_count=3121 2869 1315 553 347 252
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=7
num_cat=0
split_feature=3 2 48 2 13 0
split_gain=1.81925e-05 2.67857e-05 4.14209e-05 6.1853e-05 5.44394e-05 4.74179e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 1.0000000180025095e-35 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.013410739762347716 0.0097913456555984713 0.012455011488269751 0.013101139144099376 -0.033938528556556262 -0.013580285435187909 -0.0062563821909693996
leaf_weight=0.0017007739664899417 0.001552353704304006 0.0010898210611290145 0.001116517129905386 0.0012069884595926801 0.0013328952632133647 0.001269757787720395
leaf_count=716 192 328 255 1161 142 327
internal_value=0 -0.00207323 -0.00446244 -0.00802117 0.00155176 -0.0197467
internal_weight=0 0.00771675 0.00662693 0.00551042 0.00303367 0.00247675
internal_count=3121 2929 2601 2346 858 1488
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 3 13
split_gain=5.80939e-05 4.11229e-05 5.68752e-05 6.58438e-05 6.30821e-05 7.83086e-05 5.01268e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00041661138215652729 -0.00045523487283973739 -0.00030915240673748292 -0.00028425550308957724 0.00048482637424589859 0.00042886487014485791 9.8492822931363155e-05 -0.00051898661952174004
leaf_weight=0.001004752725190382 0.0010007227150694202 0.0018237803167518891 0.001452205350135293 0.0017902482635082585 0.0011692990228507612 0.0010162728175046754 0.0010056136859570809
leaf_count=218 597 334 402 243 111 301 915
internal_value=0 4.2063e-05 -3.51164e-06 8.31301e-05 0.000190232 2.49646e-05 -0.000208619
internal_weight=0 0.00926217 0.00825742 0.00643364 0.00498143 0.00319119 0.00202189
internal_count=3121 2524 2306 1972 1570 1327 1216
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=9
num_cat=0
split_feature=376 52 4 160 12 12 52 1
split_gain=7.34368e-05 5.76798e-05 8.75519e-05 4.41947e-05 6.06006e-05 8.05115e-05 4.69402e-05 5.68702e-05
threshold=0.048375000000000008 -0.081429999999999989 -0.013125 0.050340000000000003 0.10016000000000001 0.08401500000000002 0.0031350000000000002 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00018339413713761008 0.0004679255976711237 2.0696365909003743e-05 0.00062705055935846166 -0.00051699377533483278 -0.00043072402518975963 0.0003801085834617959 0.0001630360122692707 -0.00060937915905740284
leaf_weight=0.0010045329340298715 0.001125168819773069 0.0010221413833362797 0.0010462429026715063 0.0010356485456281877 0.0014735663543643685 0.0016279536325883959 0.0011971877034569591 0.0011942450947532721
leaf_count=425 166 188 272 196 301 1202 198 173
internal_value=0 -6.15436e-05 0.00023007 -0.000140746 -8.09367e-05 2.13012e-05 -0.000149816 -0.000318804
internal_weight=0 0.00960152 0.00205078 0.00755074 0.00651509 0.00504153 0.00341357 0.00221639
internal_count=3121 2955 697 2258 2062 1761 559 361
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=8
num_cat=0
split_feature=11 13 12 12 0 4 4
split_gain=1.6895e-05 5.13576e-05 3.97406e-05 3.93824e-05 7.50183e-05 5.3148e-05 8.56469e-05
threshold=0.078340000000000007 -0.084034999999999985 0.090455000000000021 0.051320000000000005 -0.019414999999999998 0.09173000000000002 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.0013271060418798834 -0.011894683383999016 -0.016361317931785222 0.027671030489958167 -0.016117540718922945 0.025197983584804091 -0.023684926461091708 0.024419427492231111
leaf_weight=0.0011752461007902464 0.0010721921358331455 0.0010527200241832214 0.0011167652956959101 0.0017383463326494002 0.0010315964234255191 0.0010936500739243331 0.0010082131706394427
leaf_count=737 208 190 124 1452 164 161 85
internal_value=0 0.00145208 0.014163 -0.00346536 0.00178856 -0.00586668 0.00358871
internal_weight=0 0.00821654 0.00229201 0.00592453 0.00418618 0.00315458 0.00206093
internal_count=3121 2913 861 2052 600 436 275
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=8
num_cat=0
split_feature=48 0 4 4 47 0 13
split_gain=1.69486e-05 5.07038e-05 4.00528e-05 8.1654e-05 3.74212e-05 6.06687e-05 3.35771e-05
threshold=0.083985000000000018 -0.18113999999999997 0.04735000000000001 -0.080924999999999983 0.092710000000000015 -0.11013499999999998 -0.010739999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.011948167487351764 -0.0073828361392480326 0.020309639589040356 0.030304480184195501 -0.03451402225026648 -0.011047271210139408 -0.0020010460425783608 -0.01290635119706565
leaf_weight=0.0011300674198018263 0.0013014637443470312 0.00134392091917234 0.0010056565774120209 0.0010009615591339725 0.0010474309588667276 0.0013776673904129699 0.001047248785516838
leaf_count=336 89 500 179 1123 88 364 442
internal_value=0 0.00668563 -0.00278608 -0.0108742 0.0047068 0.0116304 -6.39586e-06
internal_weight=0 0.00264538 0.00660903 0.00317828 0.00343075 0.00238332 0.00217732
internal_count=3121 589 2532 1901 631 543 778
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=8
num_cat=0
split_feature=50 15 43 16 16 2 49
split_gain=5.52888e-05 8.40069e-05 5.11986e-05 8.68796e-05 8.27167e-05 0.000173259 6.76079e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.20207499999999998 0.22339500000000004 -0.094359999999999986 0.094835000000000017 -0.026779999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00055812695085252274 -0.00044364173021578865 0.00030753751592687623 0.00011404974062607014 -0.00057200035748743649 -0.00011725584774614073 0.00087165795511918716 -0.00049621780848057694
leaf_weight=0.0010686351204875965 0.0010042816926144312 0.0014711519315259523 0.0012233986653161452 0.0012132853986137554 0.0019213533349053187 0.0010552388683943285 0.0016249650288359149
leaf_count=219 579 160 128 383 1060 276 316
internal_value=0 3.99433e-05 -2.51318e-05 -9.46672e-05 4.75697e-06 0.000233326 -0.000234102
internal_weight=0 0.00957803 0.00850939 0.00703824 0.00582496 0.00297659 0.00284836
internal_count=3121 2542 2323 2163 1780 1336 444
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 151 2
split_gain=6.06052e-05 3.76789e-05 4.07314e-05 0.000108589 6.90125e-05 5.31217e-05 6.55188e-05
threshold=0.083090000000000011 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -1.0000000180025095e-35 -0.0083949999999999979 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00039338544276544014 -0.00045368868467343773 -0.00033917310858721481 0.00030170594931797307 -0.00046426241808836998 0.00052330322637574717 -0.00014226422660620731 0.00050683612219832555
leaf_weight=0.0010936780980312375 0.0010122931187180753 0.0013786788150222606 0.0014711030806398122 0.0018428845250227617 0.0011128374774301317 0.0013614658041814923 0.001065959671595825
leaf_count=180 597 300 421 272 403 637 311
internal_value=0 5.14458e-05 6.02194e-06 -5.83071e-05 9.37843e-05 -3.17994e-05 0.000142776
internal_weight=0 0.00932661 0.00823293 0.00676183 0.00491894 0.0038061 0.00242743
internal_count=3121 2524 2344 1923 1651 1248 948
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=8
num_cat=0
split_feature=50 484 43 43 4 16 1
split_gain=5.40173e-05 5.18688e-05 3.84872e-05 4.71531e-05 3.01531e-05 0.000151704 4.03082e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 0.0052350000000000009 -0.094359999999999986 0.079415000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00027099912202251222 -0.00043523735686462021 0.00046271132718770638 -0.00038914192208454562 9.6430372707965683e-05 -0.00019116984985147965 0.00070731459157810628 -0.00043576495373701265
leaf_weight=0.0015518615067672964 0.0010020997639510155 0.001013067899093255 0.0014184146723186797 0.0011225308153647202 0.0019764678850693494 0.0011387745784853017 0.0010674746761997122
leaf_count=201 609 322 1176 254 228 99 232
internal_value=0 4.39308e-05 -7.33521e-06 -7.15764e-05 1.33281e-05 0.00013727 -0.000162978
internal_weight=0 0.00928859 0.00827552 0.00672366 0.00530525 0.00311524 0.00219001
internal_count=3121 2512 2190 1989 813 327 486
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=8
num_cat=0
split_feature=52 2 43 1 3 1 3
split_gain=1.7587e-05 4.22952e-05 2.88847e-05 4.61309e-05 6.30028e-05 5.46449e-05 4.02457e-05
threshold=-0.081429999999999989 0.087750000000000009 -0.15582499999999996 0.088975000000000012 -0.13309499999999996 0.11634000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.0062802984887318086 0.012363515530783091 0.022770236486592665 -0.018126104942398278 -0.02112381622462689 -0.015570276216222449 0.026742008808896118 0.011221988932363808
leaf_weight=0.0010039921930597995 0.0011267210991672202 0.0010006829021014336 0.0018760094388517376 0.0010116201406286654 0.0010475455815767546 0.001011911752723344 0.0012062781668891187
leaf_count=278 176 493 1374 87 351 264 98
internal_value=0 0.00822099 -0.0023567 -0.00505207 0.00068209 0.00743686 -0.00123068
internal_weight=0 0.00200468 0.00728009 0.00615337 0.00427736 0.00326574 0.00225382
internal_count=3121 771 2350 2174 800 713 449
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=9
num_cat=0
split_feature=50 3 47 3 15 150 1 43
split_gain=5.41126e-05 4.26107e-05 4.81017e-05 8.31454e-05 7.54684e-05 5.80497e-05 3.376e-05 3.02958e-05
threshold=0.083090000000000011 -0.15447499999999995 0.077555000000000013 0.090900000000000009 -0.031204999999999997 0.084120000000000014 1.0000000180025095e-35 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -4
right_child=-2 2 7 4 -6 -7 -8 -9
leaf_value=0.00029298965583224345 -0.00055298313847588804 -0.00027516227538646647 -0.00011567609806084918 0.00065927702760813474 -4.5359024796705126e-05 -0.00058755485950123018 0.00019099890697257211 -0.00057522625785058482
leaf_weight=0.0010686132241978239 0.001011173160171336 0.0012323626796412351 0.0010008219305667331 0.0010075009594204434 0.0013914752393252823 0.0011359463987539137 0.0011590669418449101 0.001228604380471159
leaf_count=180 597 1163 193 142 114 255 342 135
internal_value=0 -7.51755e-05 -0.000123414 -3.10551e-05 0.000250568 -0.000222588 -4.92255e-05 -0.000368928
internal_weight=0 0.00922439 0.00815578 0.00592635 0.00239898 0.00352738 0.00239143 0.00222943
internal_count=3121 2524 2344 2016 256 1760 1505 328
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=8
num_cat=0
split_feature=50 15 15 51 0 3 13
split_gain=5.11873e-05 6.43854e-05 4.59889e-05 6.1519e-05 6.45069e-05 7.23374e-05 4.31199e-05
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.0005071547659840814 -0.00042540436750545369 -0.00029243923745788649 -0.0002935502861115019 0.00046081747035818944 0.00038708483303200004 5.5348458047886478e-05 -0.00051616414782759852
leaf_weight=0.0010072501668594363 0.0010115816548217646 0.001827675593672278 0.0014635394471811999 0.0017966534963779223 0.0011592284957140106 0.0010280307006174136 0.0010025244284361367
leaf_count=218 597 334 402 243 111 301 915
internal_value=0 3.90749e-05 -1.78824e-05 5.99164e-05 0.00016366 -3.7142e-06 -0.000226818
internal_weight=0 0.0092849 0.00827765 0.00644998 0.00498644 0.00318978 0.00203056
internal_count=3121 2524 2306 1972 1570 1327 1216
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=8
num_cat=0
split_feature=50 15 15 51 3 49 0
split_gain=4.85546e-05 7.40294e-05 4.76555e-05 4.97174e-05 4.71137e-05 6.39366e-05 9.13728e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 -0.12018999999999998 -0.006494999999999999 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00052299323787355595 -0.00042112484998095301 -0.00030458115945015946 0.00026982784395983338 0.00044697165750731823 -0.00052284824621402445 0.00042839649081742251 -0.0002742942769016448
leaf_weight=0.0010514198818107378 0.0010040194724318082 0.0018743603721765286 0.0015348897360372834 0.0010232571592854759 0.0011589284311640134 0.0012286775491916651 0.0016900877456620686
leaf_count=219 579 337 186 230 298 1092 180
internal_value=0 3.21441e-05 -2.84994e-05 4.94827e-05 -2.29855e-05 -0.000133204 2.1509e-05
internal_weight=0 0.00956162 0.0085102 0.00663584 0.00561258 0.00407769 0.00291877
internal_count=3121 2542 2323 1986 1756 1570 1272
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=8
num_cat=0
split_feature=50 484 43 2 2 16 15
split_gain=6.23183e-05 4.6124e-05 4.46156e-05 4.64921e-05 5.93848e-05 5.18935e-05 9.0123e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 0.11389000000000002 0.098260000000000014 -0.056919999999999991 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00028826525305056711 -0.00047183878572773459 0.00042947989441778628 -0.00034502936032319278 -0.00038432584714016463 0.00034182616757886972 -0.00040696241074498709 0.00041387309753813814
leaf_weight=0.0015954027758230535 0.0010079233906542936 0.001045348693478442 0.0011306522079697027 0.001474078188142311 0.0014886446096156478 0.0014849814783101474 0.0012857933407128678
leaf_count=201 609 322 154 325 329 596 585
internal_value=0 4.0916e-05 -7.09896e-06 -7.57491e-05 8.64054e-06 -0.000118491 5.87835e-05
internal_weight=0 0.0095049 0.00845955 0.00686415 0.00539007 0.00390143 0.00241645
internal_count=3121 2512 2190 1989 1664 1335 739
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=8
num_cat=0
split_feature=376 43 1 16 457 1 16
split_gain=6.76674e-05 6.38952e-05 7.34141e-05 6.26637e-05 5.74984e-05 4.54681e-05 4.8289e-05
threshold=0.048375000000000008 -0.074359999999999996 0.10781 0.071345000000000006 0.045365000000000009 0.095285000000000022 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-7.2713493941186692e-05 0.00045917751220353757 -0.00046461661747595312 0.00056509635145082933 -0.00058855273054660661 0.00030755464696005305 -0.00023085542177573445 0.00030116303937227905
leaf_weight=0.0017423305559956233 0.0010666729797720329 0.0014746251609886315 0.0011529768845052232 0.0011295111675273199 0.0011539103101371601 0.0018344727071627931 0.0010209827514080512
leaf_count=949 166 1074 170 298 119 203 142
internal_value=0 -6.16466e-05 0.000181277 -0.000167995 -8.13751e-05 -0.00018502 -4.06295e-05
internal_weight=0 0.00950881 0.00289531 0.0066135 0.00548399 0.00433008 0.00285546
internal_count=3121 2955 1119 1836 1538 1419 345
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=9
num_cat=0
split_feature=124 50 3 0 2 43 3 2
split_gain=7.90488e-05 0.000100567 9.21317e-05 0.000210918 0.000134617 9.13332e-05 0.000106294 0.000116236
threshold=-0.043384999999999993 0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.097220000000000015 -0.074359999999999996 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=0.00050771941489568249 0.00038336602835403966 -0.00065221426187047639 0.0005438727847979246 -0.00093502882867847151 -3.7995464652657189e-05 -0.00043303649524569654 0.00067081205756518115 -0.00020365330748007307
leaf_weight=0.0010122182086852094 0.0018998127146770709 0.0010170057149427219 0.00146478623581208 0.0015054675487155681 0.0011229789148179 0.0015289721084135429 0.001164254458772801 0.0011733991433486978
leaf_count=259 259 555 652 105 160 928 89 114
internal_value=0 -6.51596e-05 -4.60604e-06 -9.7205e-05 -0.00055178 0.000126906 -3.10533e-05 0.000231869
internal_weight=0 0.0108767 0.00985967 0.00795986 0.00262845 0.00533141 0.00386663 0.00233765
internal_count=3121 2862 2307 2048 265 1783 1131 203
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 4 2
split_gain=7.01847e-05 4.29925e-05 5.29082e-05 6.31429e-05 9.03318e-05 5.18676e-05 6.02113e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.024429999999999997 -0.0024449999999999997 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00040377882450348158 -0.00049402098885572979 -0.00029588522411744191 -0.00028147627306187011 0.00069436417415023616 0.0004338069208014131 -0.00026882216102144178 -0.0001393081855471696
leaf_weight=0.001070175781824099 0.0010789995542778577 0.0019658617416510073 0.0015308893199269379 0.001021848148060318 0.00168481320645887 0.0013713342128381487 0.0012116180549961622
leaf_count=219 579 337 403 261 895 253 174
internal_value=0 3.27215e-05 -1.24731e-05 6.92143e-05 0.000170709 4.53282e-05 0.000194065
internal_weight=0 0.00985654 0.00878636 0.0068205 0.00528961 0.00426777 0.00289643
internal_count=3121 2542 2323 1986 1583 1322 1069
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=7
num_cat=0
split_feature=159 49 49 42 3 15
split_gain=1.79848e-05 3.04293e-05 4.57492e-05 6.85805e-05 5.59161e-05 5.17013e-05
threshold=-1.0000000180025095e-35 -0.080089999999999981 -0.006494999999999999 0.084050000000000014 -0.083924999999999986 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.012545987796111782 0.016513095685548616 -0.016098202421784273 0.028669298955612439 -0.015142277409644035 -0.011535836049824274 0.014758579101011188
leaf_weight=0.0010517915619511252 0.0011399066023517783 0.0015817996792812337 0.0011371502955817019 0.0015051465499732082 0.0013870275082518728 0.0016225247684268913
leaf_count=509 243 316 637 832 351 233
internal_value=0 0.00132738 -0.00106565 0.00314155 0.00977812 0.00264014
internal_weight=0 0.00837356 0.00723365 0.00565185 0.0041467 0.00300955
internal_count=3121 2612 2369 2053 1221 584
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=6
num_cat=0
split_feature=15 150 0 3 43
split_gain=2.09909e-05 4.77207e-05 9.35207e-05 3.76909e-05 5.35122e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 0.10542000000000001 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.019967928588105959 0.0034502890831903557 0.018592630961224859 0.014025176169662116 0.0086770846946218807 -0.022655143641670997
leaf_weight=0.001580745644353598 0.0014127473326123539 0.0015892755299082195 0.0016584397681395371 0.0013906984281808945 0.0017677539664434129
leaf_count=243 441 267 874 95 1201
internal_value=0 0.00439985 -0.0025637 -0.00505494 -0.0110594
internal_weight=0 0.00482846 0.00323919 0.0045712 0.0031805
internal_count=3121 1384 1117 1737 1642
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=9
num_cat=0
split_feature=50 484 43 1 52 16 151 1
split_gain=5.36275e-05 5.30327e-05 3.22668e-05 3.78744e-05 7.92319e-05 4.80056e-05 0.000104686 1.99484e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.12408500000000001 0.084960000000000022 -0.056919999999999991 -0.0083949999999999979 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00023378180750868632 -0.00044234510824684353 0.00045287363507885703 -0.00039694118695418075 0.00023730633002872099 -0.00056454146853196496 -0.00034006550442658147 0.00017229806346458058 0.00055640145321337838
leaf_weight=0.0016065284713332947 0.0010014578070869718 0.0010386246215091004 0.0010268251131572183 0.0012287112056217206 0.0013134607413510004 0.00124716187361237 0.0010192211992787309 0.0010609881773902988
leaf_count=207 579 322 112 170 621 736 287 87
internal_value=0 3.46129e-05 -1.64774e-05 -7.4776e-05 -0.000142433 -1.51028e-05 0.000115337 0.000368206
internal_weight=0 0.00954152 0.0085029 0.00689637 0.00566766 0.0043542 0.00310703 0.00208021
internal_count=3121 2542 2220 2013 1843 1222 486 374
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=8
num_cat=0
split_feature=42 43 0 0 3 0 52
split_gain=1.71596e-05 4.49587e-05 5.07101e-05 3.1926e-05 4.85172e-05 3.66024e-05 4.10987e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10151999999999999 -0.116045 -0.14832499999999996 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3
right_child=1 3 -4 4 -6 -7 -8
leaf_value=-0.010685047713264931 -0.0010086274729918612 -0.017987744799333731 0.029439234580500795 0.0019415027468082696 -0.025540832429971412 0.019271961330859757 0.0089326377333221151
leaf_weight=0.001335463488977221 0.001126027063809524 0.0010561657905934496 0.0010637123460425428 0.0013273335477069215 0.001244811238087402 0.0010179053749990795 0.0012247204723193584
leaf_count=862 847 81 194 143 690 160 144
internal_value=0 0.00155342 0.0137821 -0.00300762 -0.0113588 0.003504 -0.00353286
internal_weight=0 0.00806068 0.00218974 0.00587094 0.00257214 0.00329879 0.00228089
internal_count=3121 2259 1041 1218 833 385 225
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=8
num_cat=0
split_feature=50 150 15 4 48 52 4
split_gain=7.20198e-05 5.68105e-05 6.30836e-05 7.41513e-05 8.66961e-05 5.24554e-05 4.88151e-05
threshold=0.086580000000000004 0.11456000000000001 -0.15026499999999995 0.098655000000000007 0.016865000000000002 0.077655000000000016 -0.036839999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00050636964534178305 -0.00047929825366190243 -0.00034154700092477598 -0.00044426925997223109 -0.00032492694924462519 0.00054220144535901396 0.00024618433042286234 0.00010616253823241495
leaf_weight=0.0012940245760212164 0.0010889174497265607 0.0012418008468442184 0.0013223945191434936 0.0016845683780114737 0.0015360781699389524 0.0019010215378397325 0.0011653273242194073
leaf_count=319 579 123 431 204 339 682 444
internal_value=0 5.13385e-05 0.000106136 3.80738e-05 0.000141284 9.60773e-07 -0.00018643
internal_weight=0 0.0101452 0.00890341 0.00760939 0.00592482 0.00438874 0.00248772
internal_count=3121 2542 2419 2100 1896 1557 875
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=6
num_cat=0
split_feature=15 150 0 3 4
split_gain=1.74122e-05 4.20704e-05 7.73127e-05 3.58602e-05 4.90725e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 0.10542000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.018312209348972871 -0.00022704216021762581 0.017349958034917276 0.012574638237499379 0.0087998558048398411 -0.02555158886551059
leaf_weight=0.0015841085875752782 0.0018953644492771178 0.0015891021549336729 0.0016592633913207018 0.0013912093542438929 0.0012831926073435108
leaf_count=243 775 267 874 95 867
internal_value=0 0.00402009 -0.00251093 -0.00459006 -0.0104506
internal_weight=0 0.00483247 0.00324337 0.00456977 0.00317856
internal_count=3121 1384 1117 1737 1642
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=9
num_cat=0
split_feature=50 160 13 1 13 16 16 43
split_gain=6.66749e-05 6.08371e-05 6.35968e-05 9.72881e-05 4.8202e-05 7.68561e-05 4.26547e-05 1.51249e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.084034999999999985 0.090475000000000014 0.086705000000000018 -0.056919999999999991 -0.16075999999999999 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -6
right_child=-2 2 4 -5 7 -7 -8 -9
leaf_value=0.00036458950822463074 -0.00048289633593710817 -0.000133606725814967 -0.00036642328175740961 0.00064116119836559382 -9.1364853919835993e-05 -0.00072674329103336718 0.00018804238405875434 0.00024129466973537092
leaf_weight=0.0018489434728594699 0.0010178085912431649 0.0013394664853978626 0.0010565092000457904 0.0011651676983295261 0.001026837379306117 0.0010884593816821234 0.0010774121529194963 0.001076217383244444
leaf_count=626 579 327 169 172 108 510 492 138
internal_value=0 4.46855e-05 -3.08546e-05 0.000226819 -0.000152042 -0.000302745 -8.64748e-05 7.88704e-05
internal_weight=0 0.00967901 0.00783007 0.00250463 0.00532544 0.00322238 0.00213392 0.00210305
internal_count=3121 2542 1916 499 1417 1171 661 246
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=9
num_cat=0
split_feature=50 15 52 47 2 4 13 12
split_gain=8.87285e-05 8.5176e-05 7.76911e-05 7.93779e-05 9.41424e-05 8.04791e-05 7.80162e-05 6.63081e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 -0.036034999999999991 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00056315039389492145 -0.00053667143959597438 -0.00037450224035826311 0.00099414453297980046 -0.00035243424694166156 -0.00051282917328838561 4.4623489173281894e-05 0.00020694174965342986 0.00028348198418898474
leaf_weight=0.0011255967815688118 0.0010797467674245774 0.0017910323593455764 0.0010039711051549095 0.0013235372043441853 0.0010839303822631902 0.0015668364105831689 0.0012427956288221581 0.0010151990090729696
leaf_count=219 579 582 112 168 178 270 176 837
internal_value=0 5.45451e-05 -8.87193e-06 8.16244e-05 0.000178786 0.000378081 -0.000128371 0.000636837
internal_weight=0 0.0101529 0.0090273 0.00723627 0.00591273 0.00358601 0.00232673 0.00201917
internal_count=3121 2542 2323 1741 1573 1219 354 949
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=8
num_cat=0
split_feature=150 150 1 42 2 3 3
split_gain=1.79169e-05 5.42707e-05 3.31723e-05 4.83949e-05 5.01796e-05 5.34283e-05 3.28579e-05
threshold=0.11456000000000001 0.081835000000000019 0.12811000000000003 0.088915000000000008 0.096540000000000015 0.090900000000000009 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.0018237235079478376 -0.01240133089365191 0.021984954762948442 0.013323366447199085 -0.024368498894903293 0.026362786764239116 -0.0028526596852286598 -0.021675126725740446
leaf_weight=0.0010813276171534251 0.0010597296245817142 0.0011108327109577744 0.0012159309228561141 0.001043445068192198 0.0010492287956631874 0.0015516747231829608 0.0013231596999321864
leaf_count=684 124 296 218 729 374 114 582
internal_value=0 0.00139946 -0.00174821 -0.00477788 -0.000693935 0.00893312 -0.0111074
internal_weight=0 0.0083756 0.00726477 0.00604884 0.00500539 0.0026009 0.00240449
internal_count=3121 2997 2701 2483 1754 488 1266
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=7
num_cat=0
split_feature=42 43 13 16 52 15
split_gain=1.79418e-05 4.11927e-05 4.88454e-05 3.17641e-05 4.08756e-05 3.66952e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.063184999999999977 0.064860000000000015 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.010852878645952996 -0.0016433541093140609 0.016916316681958848 0.029115180221220723 -0.0164720858033061 -0.016003413243565214 0.0047018835694180592
leaf_weight=0.0013396597732376623 0.0010265766597433639 0.0012311024148368571 0.0010386494889175217 0.0012869684441658528 0.0015118435550674865 0.001972956743585331
leaf_count=862 719 165 184 267 214 710
internal_value=0 0.00164377 0.0138258 -0.00254734 0.00125271 -0.00428089
internal_weight=0 0.0080681 0.00206523 0.00600287 0.0047159 0.0034848
internal_count=3121 2259 903 1356 1089 924
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=8
num_cat=0
split_feature=376 133 43 1 49 16 4
split_gain=6.00124e-05 4.84384e-05 6.79395e-05 4.90863e-05 4.53249e-05 6.45933e-05 4.37461e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 0.094465000000000007 -0.006494999999999999 -0.056919999999999991 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00037889246600733328 0.00043757664055057337 -0.00042891707069944073 -8.3728789342357151e-05 -0.00022364060314301645 0.00042594627896901642 -0.00018892156916801864 -0.00061473835104119262
leaf_weight=0.0015177963835607293 0.0010917767313325085 0.0011298135574618071 0.001460249823272313 0.0015479419611517543 0.0017451054167511291 0.0010533806072203157 0.0010083765514912195
leaf_count=230 166 1026 792 174 202 258 273
internal_value=0 -4.79289e-05 3.72755e-06 -7.98263e-05 4.55851e-05 0.000194503 -0.000300634
internal_weight=0 0.00946266 0.00833285 0.00681505 0.00434643 0.00279849 0.00246863
internal_count=3121 2955 1929 1699 634 460 1065
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=7
num_cat=0
split_feature=4 15 12 52 2 4
split_gain=2.0304e-05 4.03164e-05 3.62947e-05 5.18159e-05 7.76669e-05 0.000129771
threshold=0.24564500000000003 -0.15026499999999995 0.09857500000000001 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.017427639759455184 0.018318475790274527 -0.006083672702763626 -0.020211168053846738 0.030647850561362523 -0.014677662604820202 -0.012182935115083808
leaf_weight=0.0012996196215318391 0.0014796808686468306 0.0012481909435289567 0.0010441070055677111 0.0018517193492958287 0.0013398546814110258 0.0011447019598104574
leaf_count=534 266 160 414 1224 220 303
internal_value=0 0.0071528 -0.0030857 8.69694e-05 0.00533625 0.0142855
internal_weight=0 0.00272787 0.00668 0.0056359 0.00433628 0.00299642
internal_count=3121 426 2695 2281 1747 1527
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=9
num_cat=0
split_feature=50 15 52 47 1 3 1 4
split_gain=5.87343e-05 6.33646e-05 3.54605e-05 5.49488e-05 4.74822e-05 7.0012e-05 6.04707e-05 0.000114336
threshold=0.086580000000000004 -0.24436499999999997 -0.12005499999999998 0.092710000000000015 0.077565000000000009 0.0041950000000000008 0.11212500000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00049480614864601334 -0.00044772642124852235 -0.00035705547603106114 -0.00035862041662169432 -0.00032966551978920856 3.5786207506655135e-05 0.00030846544200803278 -0.00013271721460838133 0.0008643569183465951
leaf_weight=0.001074973090241964 0.0010243142951807506 0.0010012034429288047 0.001523448318629288 0.0013057518182945614 0.0013834904171608816 0.0010031933273406679 0.0010843371789098595 0.0011919525738875864
leaf_count=219 579 443 1127 177 321 34 114 107
internal_value=0 4.62922e-05 -1.04745e-05 3.58403e-05 0.000112987 -9.37565e-05 0.000255718 0.000419261
internal_weight=0 0.00956835 0.00849338 0.00749217 0.00618642 0.00252664 0.00365978 0.00257544
internal_count=3121 2542 2323 1880 1703 1161 542 428
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=9
num_cat=0
split_feature=50 15 52 16 43 3 4 1
split_gain=6.34613e-05 5.73507e-05 4.09617e-05 6.21221e-05 9.3233e-05 8.93293e-05 3.86086e-05 4.65078e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.087769999999999987 -0.0094449999999999968 -0.0084099999999999991 0.097915000000000016 -0.0016099999999999997 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.00047169814015161448 -0.00047255334313121676 -0.00028301384766864554 0.00038074007822615257 -0.00012195328784446383 0.00066414417257220737 -0.00056778976968822415 -0.00034267795025099594 0.00021804289344996196
leaf_weight=0.0010746983623213533 0.0010069792755595898 0.001682673628156512 0.00110291530596815 0.0010400110064071189 0.001311618929769192 0.0010815981354247179 0.0011537206020217363 0.0011215771581363221
leaf_count=219 579 592 812 314 115 98 336 56
internal_value=0 4.49361e-05 -9.05893e-06 5.86179e-05 0.000316492 -7.73573e-05 7.96638e-05 -6.62782e-05
internal_weight=0 0.00956881 0.00849411 0.00681144 0.00235163 0.00445981 0.00337821 0.0022753
internal_count=3121 2542 2323 1731 429 1302 1204 392
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=9
num_cat=0
split_feature=376 50 12 4 16 0 3 13
split_gain=6.3833e-05 6.3539e-05 6.73485e-05 6.55342e-05 7.20452e-05 7.48604e-05 7.10658e-05 6.1828e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.015429999999999998 0.0052350000000000009 -0.094359999999999986 -0.11756999999999999 -0.12018999999999998 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00047661321238039178 0.0004388825034476155 -0.00051281261994317966 0.00024629430955023878 -0.00027044342521689255 0.00057005037682699854 0.0003807682185544306 1.1332644599345026e-05 -0.00063965639258829993
leaf_weight=0.0010032816007419379 0.001130855346221672 0.0010339879988982116 0.0012148597577905582 0.0014398589064482214 0.0015138568994972346 0.0012838158400879211 0.0010341593847769616 0.0012257463422280228
leaf_count=237 166 594 172 147 234 199 808 564
internal_value=0 -5.32467e-05 1.27469e-06 6.34424e-05 0.000227116 3.6508e-05 -0.00013616 -0.000341756
internal_weight=0 0.00974957 0.00871558 0.0077123 0.00423753 0.00272367 0.00347477 0.00225991
internal_count=3121 2955 2361 2124 580 346 1544 1372
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=7
num_cat=0
split_feature=3 51 52 47 13 12
split_gain=1.96843e-05 5.33688e-05 4.36297e-05 6.97849e-05 0.000102853 5.79598e-05
threshold=0.16158000000000003 0.08955500000000001 -0.088204999999999992 0.092710000000000015 0.0076650000000000008 0.079890000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0142979093118214 0.013140623492808543 -0.020393367369978047 0.033243351223292431 -0.016794363523429931 -0.0091165490845799679 0.0047932674468692078
leaf_weight=0.0013762990258029666 0.0010029200418857917 0.0012906531597999269 0.0018089804010981963 0.0011279724830579596 0.0016493785497636413 0.0011852540747997208
leaf_count=586 156 362 322 179 258 1258
internal_value=0 -0.00167818 0.00170112 0.00551626 0.0109357 0.0219815
internal_weight=0 0.00843854 0.00714788 0.00577159 0.00464361 0.00299423
internal_count=3121 2965 2603 2017 1838 1580
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.92935e-05 5.56658e-05 9.84138e-05 4.76308e-05 7.77803e-05 3.31943e-05
threshold=0.095025000000000012 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.011547472139633076 -0.014857439922016272 0.027751245204930913 0.0071961882230187728 -0.025641127211696924 0.0067992590961764758 -0.017203398022427565
leaf_weight=0.0012254688284639779 0.0011993655601589825 0.0017171041177141766 0.0012089767320596981 0.0017353271781742588 0.0012874075058354091 0.0010348141567785374
leaf_count=174 165 466 159 1937 91 129
internal_value=0 0.00401724 0.00973252 -0.00508244 -0.0118245 -0.00405666
internal_weight=0 0.00516026 0.0039609 0.0042482 0.00302273 0.00224379
internal_count=3121 919 754 2202 2028 288
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=8
num_cat=0
split_feature=50 15 15 51 12 2 2
split_gain=6.29958e-05 7.4804e-05 5.07711e-05 5.30351e-05 5.57556e-05 5.17535e-05 9.54489e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 0.09857500000000001 0.10097500000000002 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0005337956635923009 -0.00046878632544074147 -0.00030040031560516823 -0.00025925072348325815 0.00013823318902549543 -0.00024136241472827691 -5.0508458346186991e-05 0.00089463915963707182
leaf_weight=0.0010755085134031553 0.0010079702768753382 0.0018705653720020162 0.0015024822747777746 0.0017405022818523172 0.0010620370270891157 0.0013596092285353182 0.0010156689664019606
leaf_count=219 579 337 403 926 234 231 192
internal_value=0 4.64254e-05 -1.48749e-05 6.50757e-05 0.000159188 0.000262546 0.000416974
internal_weight=0 0.00962637 0.00855087 0.0066803 0.00517782 0.00411578 0.00275617
internal_count=3121 2542 2323 1986 1583 1349 1118
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=9
num_cat=0
split_feature=376 52 4 160 12 12 52 1
split_gain=7.5616e-05 5.87019e-05 8.84659e-05 4.95749e-05 6.13913e-05 8.02843e-05 6.02152e-05 6.16922e-05
threshold=0.048375000000000008 -0.081429999999999989 -0.013125 0.050340000000000003 0.10016000000000001 0.085885000000000017 0.0031350000000000002 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00018320706150303472 0.0004689610383568702 1.5316835184876831e-05 0.00062300351852510286 -0.0005431485691670449 -0.00043014201819884483 0.00041460815645132131 0.00018347378818845699 -0.00062492840341518848
leaf_weight=0.001028703136875626 0.0011405544321842096 0.001084866122504254 0.0010650699282920241 0.0010324357724831746 0.0015066476144769267 0.0014318357697079591 0.0014455495801266962 0.0012399852007921805
leaf_count=425 166 287 272 196 301 976 325 173
internal_value=0 -6.43792e-05 0.0002269 -0.000143161 -8.16062e-05 1.93351e-05 -0.000130773 -0.000326165
internal_weight=0 0.00983509 0.00209377 0.00774132 0.00670888 0.00520224 0.0037704 0.00232485
internal_count=3121 2955 697 2258 2062 1761 785 460
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=8
num_cat=0
split_feature=4 15 12 151 1 3 4
split_gain=1.70057e-05 3.39236e-05 3.38975e-05 4.26506e-05 8.33707e-05 3.57318e-05 2.40484e-05
threshold=0.24564500000000003 -0.15026499999999995 0.09857500000000001 -0.0052199999999999989 0.080585000000000004 0.083060000000000009 -0.16363499999999997
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.016431864667227156 0.016793443887690523 -0.0055461196535356366 -0.019297328865331295 0.020586078907118999 -0.0036292019088449076 -0.028769440175199223 -0.00090939091495290255
leaf_weight=0.0012657647051732817 0.0014824504476199951 0.0012554013753559574 0.0010506395532554518 0.0010632836266392029 0.0010184374057687837 0.0012707677663102625 0.0010194991433767361
leaf_count=441 266 160 414 66 544 164 1066
internal_value=0 0.00654997 -0.00280626 0.000266986 -0.00441302 -0.0175849 0.0100643
internal_weight=0 0.00273785 0.00668839 0.00563775 0.00437199 0.00228921 0.00208278
internal_count=3121 426 2695 2281 1840 708 1132
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=9
num_cat=0
split_feature=376 50 43 15 16 16 49 4
split_gain=6.94222e-05 7.02205e-05 8.84785e-05 7.47881e-05 8.31092e-05 0.000134455 0.000114307 7.49181e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.20207499999999998 -0.24436499999999997 0.15891500000000003 -0.094359999999999986 -0.026779999999999995 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=0.00048497023490346282 0.00045303613592821267 -0.00054637969265291749 0.00040380042814786157 8.0480840115082687e-05 -0.00065369780252982283 -3.3782169740824215e-06 -0.00071739388132582339 0.0006746471153227172
leaf_weight=0.0012196139560512517 0.0011213718209226687 0.0010297674698060361 0.001042924284633903 0.0012421725247967305 0.0010980602205325034 0.0016604248802944551 0.0015539414362823693 0.0010062490730896249
leaf_count=153 166 594 170 122 404 1103 293 116
internal_value=0 -6.18479e-05 -5.29876e-06 -8.39359e-05 -0.000161467 -6.25254e-05 -0.000362938 0.000252469
internal_weight=0 0.00985315 0.00882339 0.00760377 0.00656085 0.00546279 0.00279611 0.00266667
internal_count=3121 2955 2361 2208 2038 1634 415 1219
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=8
num_cat=0
split_feature=1 40 0 3 48 160 4
split_gain=4.81852e-05 5.13218e-05 6.60663e-05 0.000201147 9.38121e-05 6.95805e-05 7.11849e-05
threshold=0.13686500000000004 -0.013874999999999998 -0.053834999999999994 -0.13927999999999999 0.085700000000000012 -1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00030107895448836799 0.00039033685643687695 -0.00019808710371260082 0.00022031674214426021 -0.00084081891273269066 -0.0003562228439538332 -1.9874041566411811e-05 0.00063764742169923443
leaf_weight=0.0013508700804984288 0.0010389451279508169 0.0012416970265076497 0.0012585831266566372 0.0015117695300308808 0.0018196642600452595 0.001079338317769686 0.0015309283199362246
leaf_count=262 169 642 156 225 355 1093 219
internal_value=0 -5.37686e-05 -0.000110551 -0.00035874 1.06797e-05 0.000184004 0.000365764
internal_weight=0 0.00979285 0.00844198 0.00277035 0.00567163 0.00385196 0.00261027
internal_count=3121 2952 2690 381 2309 1954 1312
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=8
num_cat=0
split_feature=1 16 4 16 43 3 47
split_gain=1.9699e-05 2.71847e-05 3.39123e-05 6.85308e-05 3.92988e-05 3.82492e-05 2.54412e-05
threshold=0.11588000000000001 -0.49446999999999991 -0.0016099999999999997 -0.074319999999999983 -0.090299999999999991 0.013900000000000001 0.10254000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -2
right_child=6 2 3 -5 5 -7 -8
leaf_value=0.011397582296961063 -0.0013850033962130865 -0.015397639290246533 -0.034366659033171959 0.0017521577872043504 0.019115514788722907 -0.0051647245060155878 0.018966232299019024
leaf_weight=0.0011256546687815529 0.0014027930637176556 0.0011316820202722485 0.0010180079323505997 0.0010854052330126929 0.0012931650333496006 0.0013020961415793498 0.0010927763822174523
leaf_count=178 307 364 270 297 1446 151 108
internal_value=0 -0.00282988 -0.00557675 -0.0157286 0.000152757 0.00693362 0.00752653
internal_weight=0 0.00695601 0.00583036 0.00210341 0.00372694 0.00259526 0.00249557
internal_count=3121 2706 2528 567 1961 1597 415
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=7
num_cat=0
split_feature=3 51 52 47 13 12
split_gain=1.9186e-05 3.87228e-05 3.52811e-05 6.48692e-05 8.61157e-05 4.83132e-05
threshold=0.16158000000000003 0.08955500000000001 -0.088204999999999992 0.092710000000000015 0.0076650000000000008 0.079890000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.013140173332420488 0.012967152947371684 -0.017607031316179578 0.030465020086109282 -0.016879973601665405 -0.0083471424529359805 0.0044297329912741778
leaf_weight=0.001377736319812032 0.0010056905712127065 0.0012876665297768706 0.0017882692136488188 0.0011236808113094781 0.0016594587183420793 0.0011851074203937312
leaf_count=586 156 362 322 179 258 1258
internal_value=0 -0.00164639 0.00123436 0.00467469 0.00990271 0.0200881
internal_weight=0 0.00842192 0.00713425 0.00575652 0.00463284 0.00297338
internal_count=3121 2965 2603 2017 1838 1580
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=7
num_cat=0
split_feature=1 3 457 15 2 1
split_gain=1.88641e-05 2.77572e-05 2.62804e-05 4.10037e-05 4.39535e-05 6.89944e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.024637058926802343 0.016222821018180133 -0.0052511512239785431 0.010583867842468273 -0.023774683770800952 0.013435589569673657 0.00455757071392134
leaf_weight=0.0014101882897070766 0.0014639430293974173 0.0010222663258067531 0.001215754892065323 0.001020333847874636 0.0013670307252826985 0.0019003047372213502
leaf_count=624 260 155 256 1131 264 431
internal_value=0 0.00739327 -0.00276353 -0.00561147 -0.00164943 -0.00787862
internal_weight=0 0.00248621 0.00691361 0.00569786 0.00467752 0.00331049
internal_count=3121 415 2706 2450 1319 1055
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=8
num_cat=0
split_feature=14 15 13 3 3 12 4
split_gain=7.55488e-05 6.99948e-05 8.21159e-05 7.30379e-05 9.96387e-05 0.000130536 6.76283e-05
threshold=-0.074569999999999984 -0.15026499999999995 0.11596500000000001 0.090900000000000009 -0.016324999999999996 0.084225000000000008 -0.062539999999999984
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=-0.00051610042449948929 0.00049409418475189059 0.00051645098666179285 0.00035516044067094069 -0.00023238507836194003 -0.00066042647469835894 -0.0003489229263155948 0.00038102982838921076
leaf_weight=0.0010305032874547053 0.0011618209566444685 0.0010218537640324374 0.0018335826811542383 0.0011501910914015409 0.0015812314746257803 0.0019472337124064279 0.0017308438296387181
leaf_count=149 231 288 176 100 232 1796 149
internal_value=0 4.04245e-05 -1.64656e-05 -0.000108159 -0.000262835 -5.10922e-05 0.000136137
internal_weight=0 0.0104268 0.00926494 0.00743135 0.00455032 0.00296909 0.00288103
internal_count=3121 2972 2741 2565 2316 2084 249
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=10
num_cat=0
split_feature=159 51 150 2 12 42 13 2 2
split_gain=7.02909e-05 7.26948e-05 7.20325e-05 9.09263e-05 9.49316e-05 8.87129e-05 7.64203e-05 9.76829e-05 5.73156e-05
threshold=-0.032739999999999991 0.092235000000000011 0.10545000000000002 0.11389000000000002 0.10345000000000001 0.085505000000000012 0.0076650000000000008 0.097845000000000015 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00049215491212828552 0.00036845512255007329 0.00050646929394648256 -0.00046916195997093516 -0.00042138537745808278 0.00064802573173375518 -0.00044832731470756599 -0.00030384128179349208 0.00080024675849541579 -0.00026955325504731889
leaf_weight=0.0010470101048772875 0.0011750077189121397 0.0011466498924506416 0.001180911480193214 0.0013118513939688534 0.0011790877899090094 0.0011534494308645792 0.0010181888947566669 0.0010599210591530281 0.0010038443940353556
leaf_count=421 322 244 161 320 156 653 208 145 491
internal_value=0 4.12599e-05 -1.74735e-05 5.00345e-05 0.000143886 3.40188e-05 0.000164713 0.000312015 7.45108e-05
internal_weight=0 0.0102289 0.00908226 0.00790135 0.0065895 0.00541041 0.00425696 0.00323877 0.00217885
internal_count=3121 2700 2456 2295 1975 1819 1166 958 813
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=8
num_cat=0
split_feature=376 50 43 4 47 3 1
split_gain=6.37386e-05 6.40711e-05 8.88331e-05 6.90594e-05 0.000172377 0.000129255 5.87438e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.062539999999999984 0.077555000000000013 0.090900000000000009 0.10781
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=4.1984329375467821e-05 0.00043680730875926809 -0.00053088006553346772 -0.00053891386739896377 -0.00016837116512020525 -0.00068327631818617654 0.00059550324207153984 0.00063033541832721932
leaf_weight=0.0015558992520670425 0.0010972077682366186 0.0010035680864664684 0.0013101158183720808 0.0017998768330107062 0.0011545739956846223 0.0016165741249255282 0.0011236412575286688
leaf_count=708 166 594 745 421 151 186 150
internal_value=0 -6.2157e-05 -7.20861e-06 -0.000142031 -2.82793e-05 0.000193074 0.000288704
internal_weight=0 0.00956425 0.00856068 0.00588114 0.00457102 0.00341645 0.00267954
internal_count=3121 2955 2361 1503 758 607 858
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=7
num_cat=0
split_feature=11 43 2 43 51 3
split_gain=1.94826e-05 5.19334e-05 6.78555e-05 5.59377e-05 6.67014e-05 4.57649e-05
threshold=0.079915000000000014 -0.067199999999999996 0.089885000000000007 0.05259500000000001 0.084745000000000015 -0.075944999999999985
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0014575506941779507 -0.01329162698909335 -0.020468184728111724 -0.017367177902052184 0.021442005542532176 0.015135646556246116 0.026932662218256517
leaf_weight=0.0016455352744593392 0.0010003160966509652 0.0017510985800884274 0.0016259544148906247 0.0011767309006085825 0.0010322026656752292 0.0012340010469143665
leaf_count=915 199 862 399 230 141 375
internal_value=0 0.00146569 -0.00415782 0.00328987 -0.00474584 0.0123747
internal_weight=0 0.00846552 0.00558599 0.00383489 0.00265816 0.00287954
internal_count=3121 2922 1632 770 540 1290
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=7
num_cat=0
split_feature=159 47 0 2 0 2
split_gain=1.77065e-05 3.63962e-05 3.27329e-05 9.212e-05 6.48824e-05 5.38227e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.15202999999999997 0.10981000000000002 0.12113000000000002 0.086885000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.012281430894151898 -0.013369731533579184 0.015756644027008371 -0.0069851878292331131 0.02737734911418124 -0.025861820002952524 0.021395996232640196
leaf_weight=0.0010568456712595061 0.0017570478793115839 0.001467649683070062 0.0019112557675999243 0.0011503276487966271 0.0010661040387728166 0.0010273819367758348
leaf_count=509 186 202 898 409 94 823
internal_value=0 0.00145432 -0.00158249 0.00243506 -0.0047294 0.0029372
internal_weight=0 0.00837977 0.00691212 0.00515507 0.00400474 0.00293864
internal_count=3121 2612 2410 2224 1815 1721
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 4 15
split_gain=5.60133e-05 3.81868e-05 4.46401e-05 0.000120015 7.64788e-05 9.22015e-05 8.9543e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.094359999999999986 0.0052350000000000009 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00038218388074765788 -0.00044661355309235713 0.00019647178000739096 0.00029961376456325288 -0.00049507884891780663 -2.2430786352801424e-05 0.00072216382099412604 -0.00054899756999346688
leaf_weight=0.0011080196259648798 0.0010054435459986343 0.0012958853752669125 0.001517751627238364 0.0018767530193902985 0.0013798743565072975 0.0011914467835550371 0.0011868483181612791
leaf_count=182 579 180 423 273 1086 199 199
internal_value=0 3.99266e-05 -4.96005e-06 -7.16575e-05 8.55741e-05 0.000322584 -0.000159893
internal_weight=0 0.00955658 0.00844856 0.00693081 0.00505405 0.00257132 0.00248273
internal_count=3121 2542 2360 1937 1664 1285 379
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=10
num_cat=0
split_feature=1 150 150 52 0 15 13 1 43
split_gain=6.6872e-05 4.88297e-05 5.28185e-05 6.75541e-05 8.45935e-05 9.98926e-05 4.64808e-05 3.75343e-05 2.09822e-05
threshold=0.13686500000000004 0.10605000000000002 0.081835000000000019 0.11434500000000002 -0.084044999999999995 -0.015039999999999998 -0.084034999999999985 0.11039500000000001 -0.074974999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 -8
right_child=-2 -3 -4 -5 6 -7 8 -9 -10
leaf_value=-0.00019222157836911713 0.00047588799508770514 -0.00042865284506449317 0.00041578799777727864 -0.00051193266114139878 0.00057946331873645043 0.00028863478545928086 -0.00010732255194130028 -0.00071200805050830498 0.00027594054245938412
leaf_weight=0.0010621616345890684 0.0010056022709915248 0.0011826782644405757 0.0010172805524144646 0.0010887055592257071 0.0010447093258413097 0.0010347413080934072 0.0011408314459667303 0.001074383599458692 0.0010589445046585598
leaf_count=444 169 166 226 433 145 463 364 75 636
internal_value=0 -5.53013e-05 -3.48628e-06 -6.03216e-05 1.63132e-05 -0.000211421 0.00023891 -0.000453602 7.71755e-05
internal_weight=0 0.00970444 0.00852176 0.00750448 0.00641577 0.00317129 0.00324449 0.00213655 0.00219978
internal_count=3121 2952 2786 2560 2127 982 1145 519 1000
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 160 52
split_gain=4.66506e-05 4.37181e-05 5.5878e-05 5.58957e-05 6.33281e-05 9.58206e-05 0.00013761
threshold=0.083090000000000011 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.069549999999999987 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00041529482772897073 -0.00040166655078691148 -0.00030873016860012757 -0.00029975098649409837 0.00048597487337540484 0.00065428106642606229 -0.00045364637297519439 0.00044815278959635201
leaf_weight=0.0010620778794289886 0.0010160347744921213 0.001841798396078397 0.0018343004278016722 0.0010778231474662713 0.0010280314929075381 0.0014592110845941687 0.0011739445217903615
leaf_count=218 597 334 907 206 193 606 60
internal_value=0 4.04319e-05 -6.87987e-06 7.76966e-05 -2.37852e-06 0.000146609 -5.15956e-05
internal_weight=0 0.00947719 0.00841511 0.00657331 0.00549549 0.00366119 0.00263316
internal_count=3121 2524 2306 1972 1766 859 666
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=10
num_cat=0
split_feature=376 50 15 43 0 3 47 3 12
split_gain=7.5302e-05 0.000110344 0.000107819 0.000117501 0.000105253 0.000135055 7.90508e-05 0.000128069 5.92649e-05
threshold=0.048375000000000008 0.086580000000000004 -0.24436499999999997 -0.084004999999999982 -0.10151999999999999 -0.10519499999999998 0.077555000000000013 0.090900000000000009 0.089570000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 7 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.00057085847990476365 0.00045394487787037699 -0.00066947783804288262 0.00066038150215933888 -0.00030905819358164813 1.700136528822661e-05 -0.00092410420674586492 -0.00044211836550160508 0.00059318631858651741 3.4923124704811267e-05
leaf_weight=0.0011469235657285875 0.0012294570922213406 0.0010268471632448499 0.0010014156411706271 0.0010872949815854131 0.0010023684097214287 0.001412278344040513 0.0010886751662722311 0.0013632064880234537 0.0013921916458288924
leaf_count=179 166 555 313 157 119 1199 81 117 235
internal_value=0 -5.88868e-05 7.15068e-06 -7.03019e-05 -0.000217806 -0.000533432 -2.46534e-06 0.000192858 0.000296597
internal_weight=0 0.0105212 0.00949435 0.00834743 0.00595382 0.00241465 0.00353918 0.0024505 0.00239361
internal_count=3121 2955 2400 2221 1673 1318 355 274 548
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=9
num_cat=0
split_feature=147 151 4 52 52 16 15 16
split_gain=6.72927e-05 7.39504e-05 0.000122614 9.96955e-05 0.000111056 0.000105058 0.000117902 0.000117038
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.10203999999999998 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00041119590873833398 0.00044371244453845972 -0.00050774374071106329 0.00060754783219752655 -0.00060542463879780211 0.00055805630025914797 -0.00058419699922128551 -0.00019852617824998259 0.00061788005990613681
leaf_weight=0.0018845466297833869 0.0011325498132974112 0.0010234347795042126 0.0011704777695279427 0.0011521527414307701 0.0012018422447962604 0.0013057593554453668 0.0011730643586923097 0.0015904112838126467
leaf_count=462 124 152 237 396 209 417 229 895
internal_value=0 -5.9353e-05 1.75942e-05 -7.51356e-05 2.19289e-05 -0.000104594 6.07769e-05 0.000271325
internal_weight=0 0.0105017 0.00861714 0.00744666 0.00629451 0.00509267 0.00378691 0.00276348
internal_count=3121 2997 2535 2298 1902 1693 1276 1124
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=8
num_cat=0
split_feature=376 48 52 12 151 12 1
split_gain=6.44824e-05 6.89812e-05 0.000105979 0.00013349 8.35227e-05 7.54744e-05 7.74028e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 0.095330000000000012 -0.0083949999999999979 0.08401500000000002 0.095025000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00041552825208174217 0.00044487685718661333 0.00028122224935705765 -0.00057395384950196875 -0.00071220628668742809 -0.0005305682613067857 0.00048582496288650218 0.00013705115302889371
leaf_weight=0.0010584294220352423 0.0010951276101535653 0.0019990104338624146 0.001017058870499769 0.0016763958800365348 0.0010704906507067197 0.0011247234363701702 0.0017742859859664097
leaf_count=167 166 641 221 472 222 1005 227
internal_value=0 -5.70031e-05 -0.000114743 -0.00023354 -7.26205e-05 5.58303e-05 -0.000114174
internal_weight=0 0.00972039 0.00866197 0.00666295 0.00498656 0.0039695 0.00284478
internal_count=3121 2955 2788 2147 1675 1454 449
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=8
num_cat=0
split_feature=48 12 13 52 16 48 3
split_gain=2.82615e-05 5.55243e-05 5.08314e-05 9.09431e-05 4.28515e-05 3.70818e-05 7.93273e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.084034999999999985 0.10347000000000002 0.0057500000000000008 0.016865000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 -4
right_child=1 4 3 -5 -6 -7 -8
leaf_value=0.015670386212806107 0.017076210917824349 -0.028957927548038394 -0.038148699527385012 0.023844102617819982 -0.00074969025786360754 0.0019613252726133202 0.00045280013379773174
leaf_weight=0.0010161527518486877 0.0017794755032884153 0.0011556111624458089 0.0010550138677607158 0.0010007778329910785 0.0010085247332078258 0.0014742449343931527 0.0010746519760130887
leaf_count=180 800 394 835 256 261 279 116
internal_value=0 -0.00197 0.00272236 -0.00282466 -0.0158124 -0.0102304 -0.01867
internal_weight=0 0.0085483 0.00638416 0.00460469 0.00216414 0.00360391 0.00212967
internal_count=3121 2941 2286 1486 655 1230 951
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=2.29657e-05 4.60989e-05 8.55906e-05 5.01633e-05 7.20934e-05 3.08164e-05 9.7057e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.014138184953412045 -0.017755039080635228 -0.030275695346212547 0.0069989846588567883 -0.0031422896629607782 0.03204721152278156 0.02456894849204979 -0.014978988158111462
leaf_weight=0.0010137824616578929 0.0011655649369039915 0.001348882809397701 0.0011338429817553213 0.0011654453203615947 0.0011633403165079025 0.0010820457461217631 0.001454990388191614
leaf_count=180 962 579 316 214 232 427 211
internal_value=0 -0.00178377 -0.0132526 0.00293721 0.0144366 -0.00429542 0.0018882
internal_weight=0 0.00851411 0.00248273 0.00603139 0.00232879 0.0037026 0.00253704
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=8
num_cat=0
split_feature=52 151 48 51 13 1 0
split_gain=1.98872e-05 3.75362e-05 5.21461e-05 7.9467e-05 6.19277e-05 8.02208e-05 6.46644e-05
threshold=0.15116000000000002 -0.083274999999999988 0.094275000000000012 1.0000000180025095e-35 -0.084034999999999985 0.111945 -0.070154999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.016295264622326597 -0.013119083960233849 0.022096333049704209 0.024337038401369041 -0.024061067449957101 -0.031716577755075907 0.017630960963402591 0.0021289772325192311
leaf_weight=0.0010367483114135994 0.0010414313968727705 0.0015945093493099343 0.0010792980468106832 0.0010863008489252948 0.0010205160866509535 0.0013673569081514301 0.0012632793432853153
leaf_count=345 377 511 220 286 883 183 316
internal_value=0 0.00152676 0.00401986 0.000556744 0.00565474 -0.00152554 -0.0129949
internal_weight=0 0.00844801 0.00741126 0.00633196 0.00524566 0.00365115 0.0022838
internal_count=3121 2744 2399 2179 1893 1382 1199
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=9
num_cat=0
split_feature=50 15 3 15 150 2 2 3
split_gain=5.69278e-05 6.5045e-05 5.15199e-05 6.19756e-05 0.00015387 9.26065e-05 5.93184e-05 0.000112813
threshold=0.086580000000000004 -0.24436499999999997 -0.15447499999999995 -0.016799999999999995 0.081835000000000019 0.083215000000000011 0.10559 -0.086769999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -5
right_child=-2 2 3 6 -6 -7 -8 -9
leaf_value=0.0004914768025601374 -0.00043333027032405443 0.00040279546931144242 -0.000217810160764575 -0.00024238292528767498 0.00029326812345763806 -0.00097674420499690366 -0.000252876226667769 0.00058486138080879823
leaf_weight=0.0011078266749808404 0.0010652955195519604 0.001016449965986291 0.0015427517632410192 0.0010217381448842352 0.0013609445743887659 0.001031416583374448 0.0012037847722831162 0.0016692551414403236
leaf_count=219 579 163 174 392 259 539 154 642
internal_value=0 4.35777e-05 -1.25127e-05 -6.64266e-05 -0.000239977 -0.0005219 0.000108921 0.000270767
internal_weight=0 0.00995417 0.00884634 0.00782989 0.00393511 0.00257417 0.00389478 0.00269099
internal_count=3121 2542 2323 2160 972 713 1188 1034
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=7
num_cat=0
split_feature=48 12 0 13 52 0
split_gain=2.16477e-05 4.51594e-05 4.78691e-05 4.16269e-05 5.46716e-05 3.23199e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.052984999999999997 -0.084034999999999985 0.091275000000000009 -0.099059999999999995
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.013801863931262238 0.015577968863391856 0.0016066214329710123 -0.028300931520800279 -0.0011050327856467928 0.015189826013965183 -0.021263324519394819
leaf_weight=0.0010050795020321345 0.0017642976486517805 0.0010096522250733276 0.0011387988843873968 0.0019605051300786609 0.0012620708507807736 0.0013382867901577892
leaf_count=180 800 486 169 246 320 920
internal_value=0 -0.00172004 -0.014246 0.00253463 -0.00251097 -0.00928305
internal_weight=0 0.00847361 0.00214845 0.00632516 0.00456086 0.00329879
internal_count=3121 2941 655 2286 1486 1166
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=9
num_cat=0
split_feature=50 160 3 15 15 15 3 3
split_gain=6.49957e-05 4.84855e-05 4.22624e-05 9.29971e-05 0.000116853 6.05164e-05 5.72103e-05 3.54696e-05
threshold=0.086580000000000004 0.090980000000000019 -0.13927999999999999 -0.016799999999999995 -0.085834999999999981 -0.11713499999999999 0.10542000000000001 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -5
right_child=-2 -3 3 6 -6 -7 -8 -9
leaf_value=0.00036829074758127739 -0.00047863729969759776 -0.00036379920327751786 -0.00025178384593820875 0.00031260866915654986 -0.00075138610400362455 0.00033052443377017582 0.00060836703946971576 -0.00018845586057099497
leaf_weight=0.0016897312599968095 0.0010134825673327056 0.0010113767624057813 0.001452848760721776 0.0011329233193217146 0.0010284138811285414 0.0013002595766548738 0.0011811994922891877 0.0010434033673708035
leaf_count=248 579 252 334 613 362 286 70 377
internal_value=0 4.28582e-05 8.94426e-05 2.34425e-05 -0.00018743 2.32333e-05 0.000260945 7.23817e-05
internal_weight=0 0.00984016 0.00882878 0.00713905 0.00378152 0.00275311 0.00335753 0.00217633
internal_count=3121 2542 2290 2042 982 620 1060 990
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=8
num_cat=0
split_feature=52 151 4 52 49 15 3
split_gain=1.97864e-05 3.30702e-05 4.84945e-05 6.28495e-05 3.55992e-05 6.09872e-05 2.95739e-05
threshold=0.15116000000000002 -0.083274999999999988 0.24564500000000003 0.077655000000000016 -0.048674999999999989 -0.024814999999999997 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=-0.015142161414355504 -0.013055840270010576 0.0066891747985906901 0.029224358121194307 0.015228325204989327 -0.033851086422062235 -0.0024615510082082381 0.0052646493580705963
leaf_weight=0.0010420736778706313 0.0010443919425045479 0.0011047268231997314 0.001002152595475037 0.0016275209585858612 0.0010166511153360551 0.0015823588948519621 0.0010601372215749429
leaf_count=345 377 198 77 617 545 690 272
internal_value=0 0.00153558 0.00388621 -0.00115089 -0.00834835 -0.0147402 0.0169077
internal_weight=0 0.00843562 0.00739355 0.00533126 0.00370374 0.00259901 0.00206229
internal_count=3121 2744 2399 2050 1433 1235 349
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=7
num_cat=0
split_feature=52 52 16 151 15 12
split_gain=1.70856e-05 3.95593e-05 4.71596e-05 4.73571e-05 5.63173e-05 6.38283e-05
threshold=0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.0083949999999999979 -0.10203999999999998 0.079890000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.011602751704624393 -0.010535822532139895 0.020079765449080703 -0.017845255663426495 -0.0048314951749776017 0.03313784560794953 -1.5024663902770125e-05
leaf_weight=0.001608979238676856 0.0013379456483070826 0.0010195358486301239 0.0013447241865287233 0.0017779639291013488 0.0013360864951826488 0.0010271895398587911
leaf_count=430 501 214 515 314 168 979
internal_value=0 0.00166072 -0.000986077 0.00295655 0.00861321 0.0187281
internal_weight=0 0.00811448 0.00709494 0.00575022 0.00414124 0.00236328
internal_count=3121 2620 2406 1891 1461 1147
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=8
num_cat=0
split_feature=50 15 2 52 0 457 4
split_gain=5.43072e-05 6.12776e-05 4.3116e-05 4.69403e-05 5.45509e-05 8.50159e-05 0.000111329
threshold=0.086580000000000004 -0.24436499999999997 0.11389000000000002 -0.087769999999999987 0.15398500000000004 0.041220000000000007 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00049275640670053871 -0.00043412082388720924 -0.00025750387894895303 -0.00031071200300668576 0.00047874501158382037 -0.00027160671316561828 0.00073548691116495234 -0.0002289574115339311
leaf_weight=0.0010478029346208629 0.0010035367020139472 0.0014565468771158387 0.0015059767172247848 0.0015414838312556929 0.0010154267129980476 0.001000057567368904 0.0019178945568014429
leaf_count=219 579 498 294 925 37 175 394
internal_value=0 4.55356e-05 -1.00028e-05 5.53318e-05 0.000138559 0.000231956 8.63917e-05
internal_weight=0 0.00948519 0.00843739 0.00693141 0.00547486 0.00445944 0.00345938
internal_count=3121 2542 2323 2029 1531 1494 1319
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=8
num_cat=0
split_feature=50 15 52 150 16 2 43
split_gain=5.30789e-05 7.63642e-05 4.06348e-05 7.49345e-05 0.000118713 7.76225e-05 5.88177e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.082565000000000013 -0.36241499999999999 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00052137451947188056 -0.00042714219965385647 -0.00029109914432748699 -0.00067233532065408004 0.0003978975422748043 -3.7612376940658366e-05 -0.00032029567861923975 0.0005161938098219149
leaf_weight=0.0011133284660919873 0.0010446374865817022 0.0017500029717652304 0.0010240230047186801 0.0017247881708950044 0.0014278265805266143 0.0013425010710740033 0.0015245988623579778
leaf_count=219 579 582 162 310 776 202 291
internal_value=0 3.75617e-05 -2.36913e-05 4.27457e-05 -7.24202e-05 7.06152e-05 0.000248367
internal_weight=0 0.00990707 0.00879374 0.00704374 0.00531895 0.00429493 0.00295243
internal_count=3121 2542 2323 1741 1431 1269 1067
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=8
num_cat=0
split_feature=50 15 2 0 0 1 0
split_gain=5.42181e-05 6.07577e-05 4.24752e-05 4.20026e-05 0.000126135 8.47988e-05 6.63443e-05
threshold=0.086580000000000004 -0.24436499999999997 0.11389000000000002 -0.10607499999999999 -0.062294999999999996 0.090540000000000023 0.089620000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00048280728109509157 -0.00043394966264014045 -0.0001546708209732522 -0.0003096364430775709 -0.00066145522964759058 0.00041093424103483809 0.00054303200120584384 -0.00014949377578821898
leaf_weight=0.0010702211465503679 0.0010157838001587207 0.0011786622147634341 0.0015228586323691182 0.0010461484595337303 0.0015712931017890963 0.001551135398627855 0.0016809055860372343
leaf_count=219 579 200 294 1372 174 149 134
internal_value=0 4.2367e-05 -1.27574e-05 5.15704e-05 -6.92283e-05 0.00024178 0.000121276
internal_weight=0 0.00962122 0.008551 0.00702814 0.00429835 0.0027298 0.0032522
internal_count=3121 2542 2323 2029 1680 349 308
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=9
num_cat=0
split_feature=4 14 15 4 0 15 4 3
split_gain=5.51517e-05 5.01329e-05 9.1184e-05 6.0816e-05 4.76145e-05 7.4544e-05 6.2973e-05 5.62931e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.0058249999999999994 -0.095244999999999982 0.0052350000000000009 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.00055519471193475492 -0.00047643003407381063 0.00050855108819243815 0.00032622653968055284 -0.00051163424249395847 0.00030792911109700174 -0.00015669766376903279 1.1111954207233968e-05 -0.00081331143654672319
leaf_weight=0.001042954490270768 0.0010918612181766403 0.0010583745080528211 0.0011401481046664115 0.0011959348151063982 0.0012821747948974964 0.001001101773191522 0.001914008549954764 0.0010068730064212933
leaf_count=156 161 231 221 148 117 1569 335 183
internal_value=0 -8.06541e-05 -3.03981e-05 -0.000106047 -2.95915e-05 -0.000115081 -0.000243373 -0.000485948
internal_weight=0 0.00969048 0.00859862 0.00754024 0.00634431 0.00506213 0.00392198 0.00200797
internal_count=3121 2965 2804 2573 2425 2308 2087 1752
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=2.04668e-05 4.15082e-05 9.87146e-05 3.80665e-05 6.94753e-05 2.89426e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.0094189565342248805 -0.012273251005839736 0.026528362536326018 0.0055140716129312766 -0.024689017937026169 0.0060148308673703072 -0.017042166211751277
leaf_weight=0.0012365079651547473 0.0012102043280800565 0.0017743240278053256 0.001232342546631314 0.0017063139914359786 0.0012972465939417518 0.0010565886798467516
leaf_count=174 165 488 161 1915 89 129
internal_value=0 0.00398324 0.00882509 -0.00534847 -0.0114279 -0.00489807
internal_weight=0 0.00527346 0.00406326 0.00424007 0.00300356 0.00228893
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=8
num_cat=0
split_feature=4 2 3 43 52 0 1
split_gain=1.84369e-05 4.30014e-05 4.86906e-05 5.03295e-05 4.25698e-05 2.81522e-05 7.02439e-05
threshold=0.0061450000000000003 0.10912000000000001 0.013900000000000001 -0.088909999999999989 -0.049749999999999996 -0.17169499999999996 0.11588000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7
right_child=4 -3 -4 -5 5 6 -8
leaf_value=-0.017840560215777023 0.019415709320399554 0.013355851473041675 -0.026198286358213529 0.012542999715471648 0.011829245112408788 -0.021821351825590165 0.011057508539227221
leaf_weight=0.0010019875976618291 0.0013183387643415471 0.001000870091136666 0.001223519609148729 0.0011958635677580933 0.0011158889174284065 0.0014540171482900677 0.0011748111149592693
leaf_count=391 218 257 146 1440 119 351 199
internal_value=0 -0.00487602 -0.0102095 -0.00130869 0.00396173 -0.00147889 -0.00712794
internal_weight=0 0.00442224 0.00342137 0.00219785 0.00506306 0.00374472 0.00262883
internal_count=3121 2234 1977 1831 887 669 550
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=7
num_cat=0
split_feature=16 160 16 0 150 15
split_gain=1.6337e-05 7.09103e-05 7.52528e-05 3.56365e-05 7.09356e-05 4.78978e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.38525000000000004 -0.11756999999999999 0.076925000000000007 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0186742993950051 0.013188727229940442 -0.025238853705976613 0.0074694595497540334 0.024348883004618016 0.015816005169233645 -0.0040672752198563948
leaf_weight=0.0014621052749198196 0.0015175227790577301 0.0019251895848741182 0.0011083720076663158 0.0014152892280609453 0.0010070063209552116 0.0010211746294224028
leaf_count=222 557 635 281 487 107 832
internal_value=0 -0.00445969 -0.0132882 0.00385894 -0.00460772 0.0124391
internal_weight=0 0.00455108 0.00303356 0.00490558 0.00246911 0.00243646
internal_count=3121 1473 916 1648 329 1319
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=7
num_cat=0
split_feature=52 52 12 2 4 12
split_gain=1.53442e-05 4.1754e-05 3.97063e-05 6.73549e-05 0.000118757 8.40208e-05
threshold=0.11434500000000002 0.091275000000000009 -0.029094999999999999 0.11215000000000001 0.0061450000000000003 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.018987721623541221 -0.010052617444607483 0.020435227251405355 -0.010587268003210205 -0.016952881104394028 0.042946370391185547 0.0065111571165848738
leaf_weight=0.0010675768943650774 0.0013375906847587415 0.0010188911031980353 0.0019756336179336145 0.0014353695130925135 0.001098858287773008 0.001492626172762013
leaf_count=334 501 214 1454 298 72 248
internal_value=0 0.00150958 -0.00121786 0.00194261 0.00788115 0.0219607
internal_weight=0 0.00808896 0.00707006 0.00600249 0.00456712 0.00259148
internal_count=3121 2620 2406 2072 1774 320
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=8
num_cat=0
split_feature=150 150 1 42 52 4 16
split_gain=1.73481e-05 4.7128e-05 3.28372e-05 4.096e-05 3.81674e-05 5.77898e-05 5.74868e-05
threshold=0.11456000000000001 0.081835000000000019 0.12500000000000003 0.088915000000000008 -0.061194999999999992 -0.080924999999999983 -0.15241499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.014725183341036827 -0.012299249991783136 0.020685621353651033 0.013024161534798011 -0.022744855687416077 0.0091731542810241807 -0.00081348336859757427 -0.033026859780404434
leaf_weight=0.0011933131863668383 0.0010391605129289059 0.0011003562087674298 0.0012780216973913329 0.0010331178449571338 0.001526046619195772 0.0011672960045498821 0.0010543727033887344
leaf_count=526 124 296 227 726 495 164 563
internal_value=0 0.00140159 -0.00152434 -0.00463663 -0.000850385 -0.00580982 -0.0161015
internal_weight=0 0.00835252 0.00725217 0.00597415 0.00494103 0.00374772 0.00222167
internal_count=3121 2997 2701 2474 1748 1222 727
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=7
num_cat=0
split_feature=4 12 12 151 3 15
split_gain=1.67987e-05 3.86195e-05 4.51907e-05 5.65405e-05 7.7729e-05 3.05715e-05
threshold=0.24564500000000003 0.09857500000000001 0.090455000000000021 -0.0052199999999999989 0.083060000000000009 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.015089957590269244 0.01627710172674076 -0.020672025801619729 0.019039697074807765 0.0025146650577525451 -0.028157681215993303 -0.0049762540077309802
leaf_weight=0.0011675009776845524 0.0014721728474444179 0.0010246112612253538 0.0010596931323396362 0.0019578805016146911 0.0014294027479156424 0.0012527091500541651
leaf_count=395 266 414 608 1099 179 160
internal_value=0 -0.0028185 0.000439671 -0.00388772 -0.0104288 0.0065063
internal_weight=0 0.00663909 0.00561448 0.00455478 0.00338728 0.00272488
internal_count=3121 2695 2281 1673 1278 426
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=7
num_cat=0
split_feature=43 3 457 13 15 0
split_gain=1.491e-05 5.44626e-05 2.37945e-05 3.57316e-05 6.27951e-05 6.52257e-05
threshold=-0.052894999999999991 -0.075944999999999985 0.045365000000000009 -0.10664 -1.0000000180025095e-35 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0050517524718089457 0.0056721911250349824 0.02152863007532094 0.010394102775117828 -0.020860593950951314 -0.03272460287475628 0.01315793818428365
leaf_weight=0.0019608578566690541 0.0017399682989368277 0.0012702118509847248 0.0010893937581240853 0.0010610064323054989 0.0010150097081286572 0.0012023021037593385
leaf_count=1005 238 430 135 133 894 286
internal_value=0 0.00539764 -0.0030022 -0.00591034 -0.0120578 -0.00278946
internal_weight=0 0.00323107 0.00610768 0.00501829 0.00327832 0.00226331
internal_count=3121 1435 1686 1551 1313 419
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=8
num_cat=0
split_feature=150 150 1 42 2 3 3
split_gain=1.55846e-05 3.40822e-05 2.8909e-05 3.66417e-05 3.15839e-05 4.9099e-05 2.5328e-05
threshold=0.11456000000000001 0.081835000000000019 0.12500000000000003 0.088915000000000008 0.096540000000000015 0.090900000000000009 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.0025515901287908676 -0.011652417570908185 0.017853881668647608 0.012555338727252022 -0.021287760204548714 0.024284081748522209 -0.0041142916169649209 -0.018238741210814809
leaf_weight=0.0010738209356415996 0.0010357577536629315 0.0010879917400982873 0.0012696845615217554 0.0010228735940941546 0.00101656920223728 0.0015178326775631135 0.0012898095801208516
leaf_count=684 124 296 227 726 371 112 581
internal_value=0 0.00135876 -0.00113708 -0.00407329 -0.000478337 0.00727653 -0.00879349
internal_weight=0 0.00827858 0.00719059 0.00592091 0.00489803 0.0025344 0.00236363
internal_count=3121 2997 2701 2474 1748 483 1265
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=7
num_cat=0
split_feature=49 3 42 0 3 12
split_gain=1.62334e-05 4.1097e-05 3.29252e-05 4.8085e-05 5.07518e-05 3.30245e-05
threshold=-0.006494999999999999 -0.086049999999999988 0.090395000000000017 -0.10151999999999999 0.095270000000000007 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.0088052846172047561 0.033015056630496864 -0.016067662524195083 -0.013413442073612364 0.010663408068538983 0.0028179588301343577 -0.010179765057935773
leaf_weight=0.0010835575474543763 0.0010545100394227401 0.0017167754275891228 0.0010647122720807006 0.0012463302193823226 0.0011786803964122647 0.0019487579976190921
leaf_count=166 198 438 690 238 119 1272
internal_value=0 -0.00644335 0.00266548 0.00581923 0.017077 -0.00204932
internal_weight=0 0.00280033 0.00649299 0.00542828 0.00223319 0.00319509
internal_count=3121 604 2517 1827 317 1510
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=8
num_cat=0
split_feature=42 43 13 16 1 16 3
split_gain=1.59094e-05 4.67163e-05 5.14337e-05 2.99259e-05 4.21299e-05 6.99012e-05 3.17081e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.063184999999999977 -0.056919999999999991 0.094465000000000007 -0.50992999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5
right_child=1 3 -4 6 5 -7 -8
leaf_value=-0.010265523163647049 -0.0012143958905625042 -0.012944740787277725 0.03037460114899317 -0.024529882602426608 -0.0065072255389595881 0.028051722077848937 -0.0015107743169247626
leaf_weight=0.0013136724139378919 0.0010315369280963996 0.0011129253061986097 0.0010302160497185839 0.0010482035851345516 0.0011762999087538972 0.0011648738466603797 0.0013944941540475712
leaf_count=862 719 441 184 483 89 201 142
internal_value=0 0.0016129 0.01457 -0.0029174 0.00307337 0.0106879 -0.0113887
internal_weight=0 0.00795855 0.00206175 0.0058968 0.0034541 0.00234117 0.0024427
internal_count=3121 2259 903 1356 731 290 625
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=5.07585e-05 4.9439e-05 3.50899e-05 4.39458e-05 4.57356e-05 7.6643e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00025352798284840501 -0.00042296525110393064 0.00044179120632877245 -0.0003733124859150442 -0.00014547268630044462 -0.00026563322141418227 0.00041330836077049359
leaf_weight=0.0015877121022706119 0.0010023413397092082 0.001052050487906281 0.0014479637990511048 0.0019185873530388831 0.0016062476551745876 0.001857336372905367
leaf_count=202 597 322 1187 431 166 216
internal_value=0 4.10407e-05 -9.04455e-06 -7.00814e-05 1.14968e-05 0.000129386
internal_weight=0 0.0094699 0.00841785 0.00683014 0.00538217 0.00377592
internal_count=3121 2524 2202 2000 813 647
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=8
num_cat=0
split_feature=4 42 43 151 12 1 15
split_gain=1.4939e-05 3.38848e-05 8.12868e-05 5.99844e-05 5.3802e-05 2.82373e-05 2.76944e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.090455000000000021 0.094385000000000011 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.019042045345166472 -0.0066862051961021273 0.023559329913827212 0.014946947437934566 -0.033921740034042934 0.0049769711464358497 -0.010877024093999368 0.014175582555838324
leaf_weight=0.0010563660642263399 0.0010297062155744893 0.0011975920272405014 0.0010469355307477428 0.0010225393722965155 0.0011401455495070149 0.0011077366227585372 0.0016657254427073936
leaf_count=797 169 391 225 606 526 150 257
internal_value=0 -0.00263465 0.000508116 -0.00588606 -0.0125552 -0.0219386 0.00620598
internal_weight=0 0.00657132 0.00551495 0.00431736 0.00327042 0.00213028 0.00269543
internal_count=3121 2695 1898 1507 1282 756 426
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=7
num_cat=0
split_feature=49 42 1 52 0 3
split_gain=1.50095e-05 3.61248e-05 3.76929e-05 5.58934e-05 5.72624e-05 3.45938e-05
threshold=-0.006494999999999999 0.090395000000000017 0.111945 0.089325000000000015 -0.10151999999999999 -0.086049999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0078271591274981372 0.025185954594516502 -0.014316837662332419 0.019064134031598016 -0.0156932081878342 -0.0051860707039707724 -0.015056200203002648
leaf_weight=0.0010780868536203951 0.0012031117180363892 0.00105695478058241 0.0015502762921438566 0.0013612882678389147 0.0012824518395127622 0.0017060926140057765
leaf_count=166 182 690 226 395 1024 438
internal_value=0 0.00258907 0.00589986 0.000594681 0.0095152 -0.00619533
internal_weight=0 0.00645408 0.00539713 0.00384685 0.00248556 0.00278418
internal_count=3121 2517 1827 1601 1206 604
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=8
num_cat=0
split_feature=15 13 16 48 1 2 3
split_gain=1.47056e-05 3.90834e-05 5.50208e-05 6.5263e-05 6.15363e-05 4.35481e-05 2.45305e-05
threshold=-0.11713499999999999 0.11596500000000001 0.22339500000000004 0.086260000000000017 0.077565000000000009 0.082850000000000021 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.018488079496250604 -0.008712147130912333 0.017012322598421056 -0.022792298146931497 -0.016161427040867506 0.0059752756680498034 0.03347374279620232 0.0034638546035043677
leaf_weight=0.0010218737431873634 0.0011571819601180759 0.0014081902192397584 0.0010081400122338964 0.0013020574228610688 0.0011664480648810312 0.0011375416988243219 0.001014354071582173
leaf_count=222 1148 167 385 270 481 186 262
internal_value=0 0.00207558 -0.00156893 0.00292301 0.0101024 0.019552 -0.00755265
internal_weight=0 0.00717956 0.00577137 0.00476323 0.00346117 0.00230399 0.00203623
internal_count=3121 2637 2470 2085 1815 667 484
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=8
num_cat=0
split_feature=160 484 52 12 0 48 15
split_gain=1.54992e-05 6.75326e-05 5.3289e-05 4.78659e-05 6.80082e-05 7.83565e-05 1.55426e-05
threshold=-1.0000000180025095e-35 0.044540000000000003 0.10347000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.085845000000000019 -0.033689999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.025794842701963895 -0.020825920744568818 0.010013303917491157 0.022893144113364988 0.031413971085606361 -0.014361677135115547 -0.0082806496631938498 0.014006140408913934
leaf_weight=0.0010350395505887278 0.0010513976296089621 0.0010723547116253224 0.0010580323631715323 0.0010522157716601472 0.001594354425494192 0.0013228587105940373 0.0010006829083436682
leaf_count=586 306 384 204 287 276 214 864
internal_value=0 -0.00757375 0.00219557 -0.00144118 0.00265955 0.0106986 0.0229285
internal_weight=0 0.00210739 0.00707954 0.00602151 0.00497011 0.00337576 0.0020529
internal_count=3121 970 2151 1947 1641 1365 1151
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=7
num_cat=0
split_feature=0 0 15 15 150 13
split_gain=1.6614e-05 5.67587e-05 3.66174e-05 3.6506e-05 9.67408e-05 3.05342e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.03241999999999999 -0.015039999999999998 0.081835000000000019 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.017844879482667372 0.020434665944920761 -0.020177713115252779 -0.010232419499887173 0.018318322847642763 0.02053999222133919 0.011394542810533108
leaf_weight=0.0017316476820504812 0.0010965659417797287 0.001493771352778118 0.0015714713701596023 0.001086279429982428 0.0010575822776767608 0.001116743036665091
leaf_count=261 234 1988 209 154 145 130
internal_value=0 -0.00361694 0.00503405 0.00276622 -0.00329063 -0.00124811
internal_weight=0 0.00536928 0.00378478 0.00387551 0.00278923 0.00268821
internal_count=3121 2548 573 560 406 339
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=7
num_cat=0
split_feature=49 42 1 4 12 3
split_gain=1.53607e-05 3.38989e-05 3.18588e-05 4.55436e-05 5.01707e-05 2.99563e-05
threshold=-0.006494999999999999 0.090395000000000017 0.111945 -0.0016099999999999997 0.084100000000000022 -0.086049999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0069019874771479341 0.023691180113214583 -0.01383245455008714 0.018056879051738788 -0.013467352138397748 -0.0051103149810648573 -0.014556352495383743
leaf_weight=0.0010583527462800762 0.0012070891867892925 0.0010431379193553345 0.0015314948531948234 0.0013873086579565532 0.0012121672704279263 0.0016885003693087154
leaf_count=166 268 690 226 383 950 438
internal_value=0 0.00265535 0.00587731 0.000977111 0.00926021 -0.00628853
internal_weight=0 0.0063812 0.00533806 0.00380657 0.00241926 0.00274685
internal_count=3121 2517 1827 1601 1218 604
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=7
num_cat=0
split_feature=51 40 12 12 1 16
split_gain=1.5151e-05 3.89261e-05 5.32764e-05 4.98219e-05 7.16236e-05 5.2804e-05
threshold=-0.076794999999999988 -0.013874999999999998 0.098810000000000023 0.090455000000000021 0.094465000000000007 -0.11227499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0089537103837331305 0.019753852143194851 -0.016339647888532805 -0.019294780140643921 0.020974006857157546 -0.0044515607799962085 0.02720933635897145
leaf_weight=0.0015743826300244363 0.0010440481554082519 0.001856800377967338 0.0012839319103132322 0.0012368181056226406 0.0011093553053747522 0.0010030694173082597
leaf_count=537 284 1091 351 541 162 155
internal_value=0 0.0018326 -0.00105041 0.00344908 -0.00201172 0.0105824
internal_weight=0 0.00753402 0.00648998 0.00520604 0.00396923 0.00211242
internal_count=3121 2584 2300 1949 1408 317
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=6
num_cat=0
split_feature=52 13 15 1 15
split_gain=1.53779e-05 4.71879e-05 7.20469e-05 3.27923e-05 8.16329e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.11181500000000001 -0.022504999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0054409468517017433 -0.010206475731493685 0.018098920124196484 0.029622230042997896 -0.013733969757045127 -0.012610159292081266
leaf_weight=0.0010875373240838747 0.0012757250232255657 0.0016922670960152425 0.0012707829865728614 0.0019832564861014552 0.0017720872603184164
leaf_count=462 501 611 314 250 983
internal_value=0 0.00163595 0.0134529 -0.00347971 0.00239061
internal_weight=0 0.00780593 0.00235832 0.00544761 0.00346435
internal_count=3121 2620 776 1844 1594
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=8
num_cat=0
split_feature=4 15 42 43 151 12 16
split_gain=1.63581e-05 3.31253e-05 2.94147e-05 7.3658e-05 5.16934e-05 5.15565e-05 1.1522e-05
threshold=0.24564500000000003 -0.15026499999999995 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.090455000000000021 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.018179369115276671 0.016796230429434188 -0.0057265396607696735 0.022359344987825283 0.013609688760771513 -0.014052944760983278 0.0050465057908574418 -0.028981565694033318
leaf_weight=0.0010357346488851799 0.0014438335191509235 0.0011922055719135682 0.0011751143066311889 0.0010225180433330542 0.0010241768138908342 0.0011204156994013008 0.0010440012165244324
leaf_count=797 266 160 391 225 381 526 375
internal_value=0 0.00660982 -0.00274579 0.00022198 -0.00595547 -0.0122296 -0.0215888
internal_weight=0 0.00263604 0.00642196 0.00538623 0.00421111 0.00318859 0.00206818
internal_count=3121 426 2695 1898 1507 1282 756
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=8
num_cat=0
split_feature=376 4 15 3 15 13 3
split_gain=8.0074e-05 6.77491e-05 9.88687e-05 8.56462e-05 6.87513e-05 3.95169e-05 0.000106501
threshold=0.048375000000000008 0.0061450000000000003 -0.095869999999999983 0.090900000000000009 -0.15026499999999995 -0.084034999999999985 -0.10023499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=2.0739583037944739e-05 0.00049500849284060612 7.1764047276936326e-05 6.1502437899700626e-05 0.00081216170005126603 -0.00056347455283792735 3.4330892241772123e-05 -0.00072993971612450375
leaf_weight=0.0014161014443141557 0.001106093215046588 0.0017830262934431268 0.0013753553779690016 0.0010160707040648732 0.0010354292272664078 0.0012912048726535876 0.0015336147437800375
leaf_count=608 166 259 343 73 138 263 1271
internal_value=0 -6.25797e-05 8.72036e-05 0.000380443 -0.000161607 -0.000246585 -0.000380597
internal_weight=0 0.0094508 0.00520988 0.00239143 0.00281846 0.00424092 0.00282482
internal_count=3121 2955 813 416 397 2142 1534
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=7
num_cat=0
split_feature=49 1 2 1 16 49
split_gain=1.36083e-05 2.90251e-05 3.17746e-05 4.97753e-05 2.89425e-05 2.88573e-05
threshold=-0.006494999999999999 0.111945 0.10097500000000002 0.080585000000000004 -0.069144999999999984 -0.053364999999999996
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1
right_child=1 4 -4 -5 -6 -7
leaf_value=0.0020027788480736137 0.015429064459890163 0.024342552285143228 -0.01370829458894565 -0.01214932672595243 0.00073808721159171909 -0.019277448029747127
leaf_weight=0.0017086439470915735 0.0016193337547697048 0.0010097987318175698 0.001536639585314283 0.0010983420891000233 0.0010697492350269914 0.0010162514248395224
leaf_count=373 1136 209 466 545 161 231
internal_value=0 0.00251768 -0.00221517 0.00428332 0.0122001 -0.0059337
internal_weight=0 0.00633386 0.00425432 0.00271768 0.00207955 0.0027249
internal_count=3121 2517 2147 1681 370 604
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=7
num_cat=0
split_feature=0 0 15 13 15 150
split_gain=1.41285e-05 4.73224e-05 3.50617e-05 3.39458e-05 3.23879e-05 8.39528e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.03241999999999999 0.043850000000000007 -0.015039999999999998 0.081835000000000019
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.016928064400620942 0.019814892463113309 -0.018610898346618276 -0.011085833037430212 0.011859233693681564 0.017206498331149223 0.01899864225099682
leaf_weight=0.0017072024824735131 0.0010866478381742245 0.0014677526242751881 0.0015454463719959039 0.0011063533046685725 0.00107730867083085 0.0010507614571139707
leaf_count=261 234 1988 209 130 154 145
internal_value=0 -0.00334075 0.00468637 -0.00151296 0.00250311 -0.00324029
internal_weight=0 0.00530303 0.00373845 0.0026518 0.00383527 0.00275796
internal_count=3121 2548 573 339 560 406
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=7
num_cat=0
split_feature=4 16 2 4 2 15
split_gain=1.50795e-05 3.20641e-05 4.79425e-05 5.56251e-05 6.81372e-05 2.73429e-05
threshold=0.24564500000000003 -0.094359999999999986 0.10699500000000002 0.0052350000000000009 0.08708500000000001 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=-0.015534644396381662 0.015620215529196858 0.0069297592679665567 0.018084866554149256 0.013183508447148063 -0.026927188005111791 -0.0048927386133728696
leaf_weight=0.0014814162199872239 0.0014399947143555192 0.0010031205233348836 0.0012582749648306114 0.0011921164630831387 0.0014589115595107212 0.0011841909289317448
leaf_count=393 266 955 384 175 788 160
internal_value=0 -0.00263914 0.00124969 -0.00454736 -0.0131326 0.00636353
internal_weight=0 0.00639384 0.00491242 0.00365415 0.00246203 0.00262419
internal_count=3121 2695 2302 1918 1743 426
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=8
num_cat=0
split_feature=376 133 14 49 3 42 4
split_gain=5.25463e-05 6.28612e-05 6.44488e-05 0.000102976 0.000114297 0.000144704 6.27866e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.0043850000000000009 0.090900000000000009 0.088060000000000013 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00046239879587951733 0.00039940780544108948 -0.00049340841091518478 -0.00071710110886645724 0.00064744350162076428 0.0003723013688811142 0.00031518412237801222 -0.00014075076284572434
leaf_weight=0.0010042627017288397 0.0010881260032124503 0.0011122668119323805 0.001575822746867607 0.0010130574678361409 0.0019146961414838329 0.0014003592140289858 0.0013486170597138743
leaf_count=130 166 1026 778 259 225 439 98
internal_value=0 -5.58115e-05 3.13674e-06 6.75996e-05 -2.65451e-05 -0.000203124 -0.000451315
internal_weight=0 0.00936908 0.00825682 0.00725255 0.0062395 0.0043248 0.00292444
internal_count=3121 2955 1929 1799 1540 1315 876
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 3
split_gain=6.68964e-05 5.11963e-05 3.66485e-05 4.52196e-05 3.98352e-05 9.19057e-05 2.62634e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00026601201056822787 -0.00048697512887810741 0.00045745409874239332 -0.00037767073909696785 0.00017485220581695766 -0.00024907988663533978 -0.0002953961391859139 0.00058857910181265639
leaf_weight=0.0015430024911954957 0.0010070909977654531 0.0010291942127133918 0.0014352703643322039 0.0013785409535375928 0.0015487233513858259 0.001297401168411004 0.001031164449690692
leaf_count=202 597 322 1187 290 166 275 82
internal_value=0 4.51423e-05 -6.39326e-06 -6.92113e-05 1.50232e-05 0.000125358 0.000351895
internal_weight=0 0.0092633 0.0082341 0.0066911 0.00525583 0.00370711 0.00240971
internal_count=3121 2524 2202 2000 813 647 372
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=8
num_cat=0
split_feature=50 3 43 0 49 2 3
split_gain=5.38527e-05 4.56272e-05 4.49561e-05 9.85348e-05 8.66416e-05 0.00012157 0.000108091
threshold=0.079410000000000008 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.069799999999999987 0.11215000000000001 0.0022600000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00042426839714924708 -0.00043270774413454121 -0.00038929179096249981 0.0003105309109729344 -0.0004554640340714356 0.00012379646313273826 -0.00029240922381827434 0.00094669700525805726
leaf_weight=0.0010810833969698156 0.0010026373786983433 0.0011773310729792309 0.0014385043608834873 0.0018601694061760937 0.0014806663083791281 0.0012026528422709399 0.0010481183226386651
leaf_count=176 609 216 421 269 1120 214 96
internal_value=0 4.56142e-05 -4.26205e-06 -7.11604e-05 7.44707e-05 0.000220796 0.000464868
internal_weight=0 0.00928853 0.00820744 0.00676894 0.00490877 0.00373144 0.00252878
internal_count=3121 2512 2336 1915 1646 1430 1216
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=7
num_cat=0
split_feature=49 42 3 4 12 16
split_gain=1.35447e-05 3.17516e-05 2.88984e-05 2.43129e-05 5.40196e-05 4.35049e-05
threshold=-0.006494999999999999 0.090395000000000017 -0.086049999999999988 0.24564500000000003 0.051320000000000005 -0.007794999999999999
decision_type=2 2 2 2 2 2
left_child=2 3 -1 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0070479209416361224 -0.0015203341426932903 -0.013566822674862523 -0.014103435461141395 0.017355080275631901 -0.010857385798338099 0.026964225597188696
leaf_weight=0.001052853576268198 0.0010894662242496508 0.0010298711002161938 0.0016713613108183217 0.0013248155688327188 0.0018392984414845751 0.0010558242425625607
leaf_count=166 141 690 438 219 1321 146
internal_value=0 0.00250239 -0.00592887 0.00561936 0.00171741 0.0124986
internal_weight=0 0.00633928 0.00272421 0.0053094 0.00398459 0.00214529
internal_count=3121 2517 604 1827 1608 287
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=8
num_cat=0
split_feature=376 43 1 12 2 13 16
split_gain=5.09952e-05 4.41388e-05 6.74962e-05 5.25339e-05 8.39697e-05 7.67428e-05 5.94147e-05
threshold=0.048375000000000008 -0.074359999999999996 0.10781 0.098810000000000023 0.089885000000000007 -0.073839999999999975 -0.087874999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-8.7645320305661204e-05 0.00040740260088832257 -0.00044389205673291929 0.00053690099835304887 -0.00052754240506464164 0.00050957916815677108 0.00018213648490933158 -0.00042902062116125607
leaf_weight=0.0017006782997012718 0.0010524985385799131 0.001523293853212732 0.0010927675708170804 0.0011056314348388231 0.001203842869890114 0.001352367848096901 0.0011164635944220535
leaf_count=949 166 866 170 310 235 144 281
internal_value=0 -4.84892e-05 0.000156671 -0.000139435 -5.68508e-05 0.00010368 -9.42431e-05
internal_weight=0 0.00909505 0.00279345 0.0063016 0.00519597 0.00367267 0.00246883
internal_count=3121 2955 1119 1836 1526 660 425
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=7
num_cat=0
split_feature=13 160 51 1 4 1
split_gain=1.44837e-05 5.8896e-05 7.06355e-05 3.61088e-05 4.92745e-05 2.94374e-05
threshold=-0.084034999999999985 -0.081969999999999987 -0.010009999999999998 0.11212500000000002 0.0061450000000000003 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0050930196713538751 0.019617489891673914 -0.028802705109964938 -0.0062774617617774517 -0.014690443442278182 0.019890134295584515 0.015818016209247443
leaf_weight=0.0012578006831720921 0.0010018988725712507 0.0011465627236708232 0.0016163662783382469 0.0012961911173956144 0.0012970549162417513 0.0014484524370733686
leaf_count=561 378 426 1008 157 230 361
internal_value=0 -0.00263587 -0.00679847 -0.000805229 0.00537235 0.00609907
internal_weight=0 0.00635807 0.00535618 0.00420961 0.00291342 0.00270625
internal_count=3121 2199 1821 1395 1238 922
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=7
num_cat=0
split_feature=52 52 49 4 1 15
split_gain=1.67267e-05 4.40749e-05 3.53727e-05 6.21958e-05 4.41351e-05 3.25987e-05
threshold=0.11434500000000002 0.070205000000000017 -0.080089999999999981 -0.034939999999999992 0.11181500000000001 -0.13578499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.014992844853284377 -0.010694217208226471 0.017661372572451688 -0.025099312364597216 0.011412480762020179 -0.022131039365526274 0.0026876579231732518
leaf_weight=0.001043070346677691 0.0012641008873282055 0.0014164234690126612 0.0012075829575249677 0.0019895061293635757 0.0010258082341060588 0.0010932457235202911
leaf_count=220 501 562 695 836 174 133
internal_value=0 0.00170871 -0.00184451 -0.00514814 0.000715888 -0.00932677
internal_weight=0 0.00777564 0.00635921 0.00531614 0.00410856 0.00211905
internal_count=3121 2620 2058 1838 1143 307
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=8
num_cat=0
split_feature=376 43 1 47 4 16 1
split_gain=4.54961e-05 5.59021e-05 8.40567e-05 5.89549e-05 0.000120625 5.00736e-05 7.58599e-05
threshold=0.048375000000000008 -0.074359999999999996 0.10781 0.092530000000000015 -0.062539999999999984 -0.008904999999999998 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-9.014759600079783e-05 0.0003801709175473875 -0.00058991278536313341 0.00060234776984250901 -0.00056822690466201177 -0.00046152448849068133 0.00046972589132977642 0.00020017464874200238
leaf_weight=0.0017257682091151951 0.0010599425759503832 0.0012775401413693613 0.0011056590420247324 0.0010805982883099917 0.0010188451753322082 0.0010507503024643431 0.0019240626477712373
leaf_count=949 166 942 170 173 273 242 206
internal_value=0 -4.88667e-05 0.000180269 -0.000151008 -6.54777e-05 0.000102285 -2.8908e-05
internal_weight=0 0.00918322 0.00283143 0.0063518 0.0052712 0.00399366 0.00294291
internal_count=3121 2955 1119 1836 1663 721 479
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=8
num_cat=0
split_feature=50 484 4 4 16 12 16
split_gain=5.20118e-05 4.51593e-05 2.86102e-05 6.76052e-05 6.12361e-05 6.70454e-05 3.75308e-05
threshold=0.079410000000000008 0.084040000000000017 -0.080924999999999983 0.0052350000000000009 -0.094359999999999986 1.0000000180025095e-35 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00042509200546678682 -0.00042630161379744388 0.00043605212217819809 -0.00049183597363399378 -0.00049996498755192575 0.0003131256058661399 0.00011052033640685812 -8.2592182665127827e-05
leaf_weight=0.0011748046756169762 0.0010049277662091882 0.0010037700943334249 0.0012012878435371825 0.0012053124525528524 0.0017982925282057673 0.0016228895812229588 0.0010694771710245158
leaf_count=479 609 322 829 211 279 239 153
internal_value=0 4.38272e-05 -4.94635e-06 -7.73874e-05 3.02258e-05 -0.000149654 0.000183163
internal_weight=0 0.00907583 0.00807206 0.00582778 0.00462649 0.0028282 0.00224428
internal_count=3121 2512 2190 1558 729 450 632
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=7
num_cat=0
split_feature=0 16 151 4 3 0
split_gain=1.83709e-05 4.17324e-05 4.7793e-05 6.73217e-05 3.0348e-05 3.62912e-05
threshold=-0.060129999999999996 -0.056919999999999991 -0.0077149999999999988 0.24564500000000003 0.076840000000000006 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.016355331032778839 0.020236185801730991 -0.017302247110518591 -0.0044395579446840803 0.027670159655058341 -0.0093622583802964818 -0.0033206006397387858
leaf_weight=0.0010246461947017046 0.0016390999852037313 0.0016018184174956818 0.0015559140189710839 0.001125119294129039 0.0010227053789899458 0.0010881519517145746
leaf_count=179 296 1068 1111 190 125 152
internal_value=0 -0.00381514 0.00201481 0.00903557 0.00532832 0.0108372
internal_weight=0 0.0053075 0.00370568 0.00268103 0.00374996 0.00272725
internal_count=3121 2548 1480 1301 573 448
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=8
num_cat=0
split_feature=376 48 52 49 3 1 3
split_gain=8.03095e-05 6.74447e-05 9.5937e-05 0.000100721 6.74972e-05 0.000109566 7.85164e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.006494999999999999 -0.14989499999999997 0.095285000000000022 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00041480944397482997 0.00049726432299463611 0.00026126935989071918 -0.00065856317519853865 -0.00054769071520264405 -0.00035186873598582244 0.00071426335488953272 -2.0610307536343743e-05
leaf_weight=0.0010295952987863554 0.0011119071881957434 0.0019873739140616612 0.0015985573588518619 0.0010027267944114487 0.0017187258520227804 0.0010028320277309533 0.0012629378305620814
leaf_count=167 166 641 276 104 1416 222 129
internal_value=0 -5.93704e-05 -0.000116317 -0.00023026 -9.29763e-05 2.14558e-05 0.000304646
internal_weight=0 0.00960275 0.00857315 0.00658578 0.00498722 0.0039845 0.00226577
internal_count=3121 2955 2788 2147 1871 1767 351
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=7
num_cat=0
split_feature=0 1 3 3 47 4
split_gain=1.56738e-05 3.67218e-05 3.24617e-05 6.434e-05 5.4111e-05 4.60801e-05
threshold=0.041630000000000007 0.077565000000000009 -0.13309499999999996 -0.074084999999999998 0.092710000000000015 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019900575391821239 0.0079451131032030747 -0.014534530502457689 0.026347618018985559 -0.0093952315882967694 -0.020062758615528697 0.01660004762149422
leaf_weight=0.0010060627055685778 0.0019389324835596142 0.0011365098579329772 0.0010379053285185062 0.0011657543799115197 0.0011349312605622346 0.001642937254423284
leaf_count=1554 252 154 440 290 152 279
internal_value=0 -0.0021958 0.000715613 0.00419485 -0.00163544 0.00581064
internal_weight=0 0.0071241 0.00611804 0.00498153 0.00394362 0.00280869
internal_count=3121 2869 1315 1161 721 569
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=8
num_cat=0
split_feature=376 52 457 2 15 2 16
split_gain=5.11223e-05 4.01035e-05 3.24124e-05 4.9848e-05 0.000134286 8.71905e-05 2.50917e-05
threshold=0.048375000000000008 -0.081429999999999989 0.045365000000000009 0.086950000000000013 -0.10203999999999998 0.11510000000000002 -0.021269999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.00019816561789652001 0.00041138063581600025 -0.00045892060411196735 0.00019781897221048247 -0.00078147535337420588 0.00048086287317034856 3.3119228769267831e-05 -0.00035361961646122501
leaf_weight=0.0019541712651615526 0.0010256370093126863 0.0010829841928306078 0.0010560353782187136 0.0011033135187344095 0.0012701781902425048 0.0015688044735769533 0.0010088331547823326
leaf_count=697 166 133 161 611 853 292 208
internal_value=0 -5.05363e-05 -0.000119083 -0.000174544 4.8351e-05 -0.000317037 -0.000577117
internal_weight=0 0.00904432 0.00709015 0.00603411 0.00235316 0.00368095 0.00211215
internal_count=3121 2955 2258 2097 986 1111 819
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=7
num_cat=0
split_feature=13 39 51 12 3 1
split_gain=1.65255e-05 4.13547e-05 4.38231e-05 4.13788e-05 2.95398e-05 2.20544e-05
threshold=-0.23438999999999996 0.085060000000000011 0.08955500000000001 0.092355000000000007 -0.083924999999999986 0.095950000000000021
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010561891897403834 0.015551328930500614 0.015898757770830784 -0.022660404954652963 -0.014078450561179885 0.0079676103066631809 -0.011602873116111885
leaf_weight=0.0012677554854483002 0.0015126182664410431 0.0011344226395170178 0.0011342559783204219 0.0016964326753383359 0.0010846379321560583 0.0012274984688074031
leaf_count=169 748 304 316 749 672 163
internal_value=0 -0.00174936 -0.00475748 -0.00107956 0.00468597 -0.00242223
internal_weight=0 0.00778987 0.00665544 0.00552119 0.00382475 0.00231214
internal_count=3121 2952 2648 2332 1583 835
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=8
num_cat=0
split_feature=50 15 15 51 150 4 2
split_gain=4.19905e-05 3.03866e-05 5.09361e-05 6.20761e-05 6.25641e-05 6.33686e-05 8.25095e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 0.095950000000000021 -0.0029599999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00035648792535790727 -0.0003867498556091162 -0.00030145546575375328 -0.00027933199729522135 0.00048918841876145736 0.00061980646361462931 -0.00034526270871059167 -0.00019308334107384946
leaf_weight=0.0010099296732120804 0.0010039285753872156 0.0017397808741657752 0.0014481195549130559 0.0017334441872981475 0.0010017587699472853 0.0010353211448738547 0.0011229366265961525
leaf_count=218 609 330 400 934 168 265 197
internal_value=0 3.58205e-05 -4.25341e-06 7.72825e-05 0.000182815 7.03298e-05 0.000220965
internal_weight=0 0.00909129 0.00808136 0.00634158 0.00489346 0.0038917 0.00285638
internal_count=3121 2512 2294 1964 1564 1396 1131
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=7
num_cat=0
split_feature=52 52 0 15 2 1
split_gain=1.41546e-05 3.18927e-05 3.02113e-05 5.09524e-05 9.29425e-05 1.42158e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.10203999999999998 0.10097500000000002 0.078340000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.0075158767855953816 -0.016372730532432662 0.012612418062028946 -0.022393595177983727 0.024326403203953684 -0.019917007788499547 0.0074786349412727625
leaf_weight=0.0019509700041466099 0.001282983701419247 0.0016268686460071237 0.0010601072309252097 0.0010029504016628977 0.0011336191250166791 0.0010003606727174981
leaf_count=771 438 234 268 763 231 416
internal_value=0 -0.00210016 0.00104403 -0.00344014 0.00296507 0.0159134
internal_weight=0 0.00710689 0.00582391 0.00419704 0.00313693 0.00200331
internal_count=3121 2350 1912 1678 1410 1179
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=7
num_cat=0
split_feature=3 2 47 2 12 15
split_gain=1.5002e-05 3.55675e-05 3.01185e-05 7.20531e-05 8.80744e-05 2.95648e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 0.10097500000000002 0.084100000000000022 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-1.0481445581117119e-05 0.0091325298531293227 0.015096811836529193 0.0068214367493620465 -0.031262082238832548 -0.018931563196034146 0.024232005913293234
leaf_weight=0.0010073305487445076 0.0014928594310808941 0.0010649378011713352 0.0016969791645521128 0.0010910673138024149 0.0016775084297265762 0.0010049147775278728
leaf_count=275 192 328 318 369 1419 220
internal_value=0 -0.0018393 -0.00462356 -0.00868603 -0.00201025 0.0120962
internal_weight=0 0.00754274 0.0064778 0.00478082 0.00368975 0.00201225
internal_count=3121 2929 2601 2283 1914 495
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=7
num_cat=0
split_feature=0 1 47 3 15 13
split_gain=1.45119e-05 4.1173e-05 5.87049e-05 3.35929e-05 2.96112e-05 2.70781e-05
threshold=-0.060129999999999996 0.091615000000000016 0.086785000000000015 0.090900000000000009 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.016595248445846904 0.01867241638592582 0.00066269463060685159 -0.012694835669111854 0.025666947097459494 -0.0094386019097487481 0.011100523831630803
leaf_weight=0.0016330119600404258 0.0010837013206602833 0.0010802008354596653 0.0014966595285806272 0.0010690723827238599 0.0015533705722254789 0.0010938970396169867
leaf_count=1830 234 369 191 158 209 130
internal_value=0 -0.00339924 0.00251124 0.0131001 0.0047485 -0.000951478
internal_weight=0 0.00527894 0.00364593 0.00214927 0.00373097 0.00264727
internal_count=3121 2548 718 527 573 339
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=6
num_cat=0
split_feature=42 160 43 51 4
split_gain=1.47234e-05 3.77249e-05 5.57214e-05 3.36481e-05 5.00201e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.081440000000000026 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0099332396565118587 -0.011360040293835996 0.022233244615309428 -0.016141109661644389 0.014120765107635717 0.0087748921246535057
leaf_weight=0.0012846675926560117 0.0017328351795297707 0.0014792720545639976 0.00186769927820134 0.001208957409816535 0.0014170360610512777
leaf_count=862 828 482 607 169 173
internal_value=0 0.00163032 0.005399 -0.000142644 -0.00539234
internal_weight=0 0.0077058 0.00597296 0.00449369 0.00328474
internal_count=3121 2259 1431 949 780
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=9
num_cat=0
split_feature=376 51 151 4 16 3 3 12
split_gain=4.10291e-05 4.20985e-05 3.78915e-05 5.79785e-05 9.52936e-05 6.38545e-05 3.60799e-05 3.14697e-05
threshold=0.048375000000000008 -0.090529999999999985 -0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.096675000000000011 -0.10519499999999998 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -5 -6
right_child=-2 2 3 6 5 -7 -8 -9
leaf_value=0.00033017472090965535 0.00036443821866161033 -0.00045069299014446705 -0.00060556822112616893 0.00046725694440590698 5.62195087796244e-05 0.00037207726370025213 -2.1586287736723238e-05 -0.00042408356835190114
leaf_weight=0.0010098700947802934 0.0010390298096482281 0.0010050207670708891 0.0013643250929632859 0.0010992157879665121 0.0010016486056605416 0.0011968473420605336 0.0012300464608684496 0.0011009211280949551
leaf_count=376 166 289 353 73 185 106 247 1326
internal_value=0 -4.70588e-05 -9.46902e-05 -4.35261e-05 -0.000169701 1.0532e-05 0.000209107 -0.000195271
internal_weight=0 0.0090079 0.00799803 0.006993 0.00466374 0.00329942 0.00232926 0.00210257
internal_count=3121 2955 2579 2290 1970 1617 320 1511
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=9
num_cat=0
split_feature=376 1 3 3 14 16 47 4
split_gain=4.99871e-05 5.16501e-05 7.54926e-05 0.00015376 5.23412e-05 7.60351e-05 0.000100396 9.83865e-05
threshold=0.048375000000000008 0.095025000000000012 -0.12018999999999998 0.090900000000000009 -1.0000000180025095e-35 -0.5315899999999999 0.092530000000000015 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 7 -7
right_child=-2 4 3 -5 5 6 -8 -9
leaf_value=0.00016842841744411777 0.00039537408561841436 -0.00032337669911556801 -0.00078854201504792117 0.00014602903643971192 -0.00025558239117102918 0.0001696867608033599 -0.00016452140495889475 0.0010211647755083222
leaf_weight=0.0013375174178881163 0.0010815026106540922 0.0010106482803604183 0.0016212980139784679 0.0011618621930434385 0.0011634003572935643 0.0010838241246278028 0.0010461136189705783 0.0010060047112299324
leaf_count=173 166 121 1906 87 88 309 128 143
internal_value=0 -4.96874e-05 -0.000214411 -0.000398395 7.81422e-05 0.000172527 0.000331351 0.000579572
internal_weight=0 0.00943067 0.00412068 0.00278316 0.00530999 0.00429934 0.00313594 0.00208983
internal_count=3121 2955 2166 1993 789 668 580 452
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=9
num_cat=0
split_feature=376 43 16 160 4 1 1 16
split_gain=4.61287e-05 4.86707e-05 7.66888e-05 4.54134e-05 9.46926e-05 8.03359e-05 9.62742e-05 4.2073e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.080409999999999995 -0.080924999999999983 0.094465000000000007 0.10871500000000002 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.00031346821901230966 0.00037621360878270667 -0.00037087093554126531 -0.00058398842325013917 0.00056035855630389439 -0.0004724499959990184 0.00058820932937425901 -0.00041312266265878085 0.0001357298478305541
leaf_weight=0.0012213865209305111 0.0010852517397670998 0.0012315031874328428 0.0011143666761077534 0.0011022350431453233 0.0013932020609045115 0.0010209926314026542 0.0010914692264336542 0.0010569741455643722
leaf_count=189 166 565 436 503 828 160 68 206
internal_value=0 -5.11368e-05 -0.000106728 -2.96084e-05 4.45797e-05 -8.00214e-05 9.24801e-05 -0.000143103
internal_weight=0 0.00923213 0.00801074 0.00689638 0.00566487 0.00456264 0.00316944 0.00214844
internal_count=3121 2955 2766 2330 1765 1262 434 274
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=9
num_cat=0
split_feature=50 484 39 13 2 457 0 4
split_gain=7.3146e-05 7.55757e-05 3.63362e-05 4.99368e-05 9.49081e-05 6.79259e-05 4.8068e-05 6.26435e-05
threshold=0.086580000000000004 0.084040000000000017 0.092870000000000022 -0.084034999999999985 0.10005000000000001 0.060310000000000009 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00016899332570355553 -0.00050256938123214223 0.00053384954314285977 -0.00035675364690219351 -0.00071296622631729194 0.00060749230824178784 0.00037232818694300822 8.4250366827598911e-05 -9.0910144458595539e-05
leaf_weight=0.0010899177964129448 0.0010334865693621921 0.0010849544700448225 0.0010519362072163906 0.0010886497451555982 0.0013608096522461856 0.0010249394382991217 0.0015113082132964862 0.0014533004135156723
leaf_count=409 579 322 155 928 161 149 185 233
internal_value=0 4.62522e-05 -1.53991e-05 3.22947e-05 0.000262164 -7.86397e-05 -0.000192675 -0.00035732
internal_weight=0 0.00966582 0.00858086 0.00752893 0.00245073 0.0050782 0.00405326 0.00254195
internal_count=3121 2542 2220 2065 570 1495 1346 1161
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=8
num_cat=0
split_feature=50 484 42 15 1 1 15
split_gain=5.50443e-05 4.23715e-05 2.84241e-05 4.68895e-05 7.34079e-05 6.83759e-05 6.66335e-05
threshold=0.079410000000000008 0.084040000000000017 -1.0000000180025095e-35 0.040760000000000005 0.11212500000000002 0.077565000000000009 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00027561972856988347 -0.00043817506177310623 0.00040977190173135101 -0.00022600071678420552 0.00039627848060683213 -0.00035776929123031549 -2.3497795980526123e-05 0.00060634728818895103
leaf_weight=0.0012815741837616532 0.0010272059908199892 0.0010567883554858286 0.0014360239086093343 0.001192084561258226 0.0018154422321562487 0.0012290233756363839 0.0013608052835826815
leaf_count=658 609 322 320 515 270 114 313
internal_value=0 3.99501e-05 -7.05239e-06 4.18841e-05 -3.04403e-05 0.000117167 0.000307449
internal_weight=0 0.00937174 0.00831495 0.00703338 0.00584129 0.00402585 0.00258983
internal_count=3121 2512 2190 1532 1017 747 427
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=7
num_cat=0
split_feature=13 3 39 52 4 12
split_gain=1.63523e-05 3.88697e-05 5.50271e-05 4.96341e-05 5.60609e-05 8.47529e-05
threshold=-0.23438999999999996 0.11296500000000002 0.08568000000000002 0.089325000000000015 0.0061450000000000003 0.092355000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010462074658378111 -0.010651971601614537 -0.018321123959960706 0.022722102394978343 -0.020964199231347295 0.031755809090364406 -0.0050474410416489375
leaf_weight=0.0012741569825589728 0.001923212364294131 0.0011990897850516213 0.0010108830069636048 0.0011683063325931501 0.0011672329243029287 0.0013487578257059415
leaf_count=169 1468 100 284 670 202 228
internal_value=0 -0.00175494 0.00124644 -0.00262504 0.00220144 0.0120265
internal_weight=0 0.00781748 0.00661839 0.00560751 0.0044392 0.00251599
internal_count=3121 2952 2852 2568 1898 430
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=8
num_cat=0
split_feature=376 51 133 16 16 3 51
split_gain=4.78061e-05 5.65274e-05 4.52444e-05 7.10013e-05 8.42057e-05 5.80975e-05 8.7518e-05
threshold=0.048375000000000008 -0.090529999999999985 1.0000000180025095e-35 0.013515000000000001 -0.069144999999999984 -0.10519499999999998 0.081440000000000026
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00038206508957526909 0.00038566920597239262 0.00026933007802458405 -0.00049835318182884548 0.00030997284294839576 -0.00063468413108991317 -0.00050564651504606635 0.00017643631376145936
leaf_weight=0.0010123941253534175 0.001053996042855952 0.0015517045793750116 0.0010067299350876085 0.0015985027052710264 0.0011379729556593539 0.0016142906372905038 0.0013102748923774885
leaf_count=376 166 126 905 284 383 687 194
internal_value=0 -5.51164e-05 -0.000108964 -5.46145e-05 -0.000158421 -3.73435e-05 -0.000200057
internal_weight=0 0.00923187 0.00821948 0.00721275 0.00561424 0.00447627 0.00292457
internal_count=3121 2955 2579 1674 1390 1007 881
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=9
num_cat=0
split_feature=1 150 15 150 16 43 43 2
split_gain=6.96137e-05 5.52429e-05 8.49711e-05 8.17799e-05 0.000154317 5.35497e-05 0.000110615 7.95582e-05
threshold=0.13686500000000004 0.10605000000000002 -0.24436499999999997 0.081835000000000019 -0.36241499999999999 -0.074359999999999996 -0.13868499999999997 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=0.000520361773818301 0.00048655321305205416 -0.00044733768180110301 -0.00084973299784333093 0.00043520094967258504 -0.00019450492689775001 -0.000515912543460487 0.00064411505739971856 0.00011364841737409159
leaf_weight=0.0010613384100823737 0.0010093702098396698 0.0012055496167651157 0.0010310999047200026 0.0010533539308687483 0.0013043821836573322 0.0015127411272967146 0.0011273361723649258 0.0015754776846584667
leaf_count=147 169 166 155 213 241 1034 639 357
internal_value=0 -5.40673e-05 6.43318e-07 -7.18933e-05 -0.00015343 -2.33637e-05 0.000194276 -0.000194737
internal_weight=0 0.00987128 0.00866573 0.00760439 0.00655104 0.00551994 0.00243172 0.00308822
internal_count=3121 2952 2786 2639 2426 2271 880 1391
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=8
num_cat=0
split_feature=52 4 15 1 12 15 2
split_gain=1.52737e-05 6.00779e-05 7.88488e-05 8.06456e-05 7.55096e-05 4.90013e-05 4.72606e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.088105000000000003 0.024640000000000006 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -3
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.024638267445351459 0.0090262947707322478 -0.0079466600087053658 0.02946123855532606 -0.039869740377727933 -0.0019354472574337441 0.00067420739681648594 0.022139653242983406
leaf_weight=0.0010070391846671673 0.0015411204792069397 0.0010337503204564701 0.0012772838632617326 0.0010278143164456324 0.0010720488231427544 0.0011010112164236323 0.0010548990588050723
leaf_count=198 553 423 273 218 108 908 440
internal_value=0 -0.00189499 0.00159276 -0.00666426 -0.020503 0.0161345 0.00724882
internal_weight=0 0.00757385 0.00656681 0.00418851 0.00209986 0.0023783 0.00208865
internal_count=3121 2568 2370 1189 326 1181 863
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=8
num_cat=0
split_feature=376 48 52 12 13 16 4
split_gain=5.23218e-05 6.51104e-05 0.000105793 9.67513e-05 5.75379e-05 0.000115596 7.62571e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 0.095330000000000012 -0.084034999999999985 -0.094359999999999986 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00041417321203743144 0.00039647515741600946 0.00028561954707574536 0.00022132863352348071 -0.00064547830732816054 -0.00074428670553890566 -0.00030340674337647473 0.00042377383194661328
leaf_weight=0.0010131125058736199 0.0010966197934969184 0.0019792758594253416 0.0015289831248066791 0.0016312957548318746 0.0011435324150341482 0.0012399796227670896 0.0010028553618826475
leaf_count=167 166 641 629 472 229 726 91
internal_value=0 -5.57692e-05 -0.000111611 -0.000231708 -9.43865e-05 -0.000236935 2.17429e-05
internal_weight=0 0.00953903 0.00852592 0.00654665 0.00491535 0.00338637 0.00224283
internal_count=3121 2955 2788 2147 1675 1046 817
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=9
num_cat=0
split_feature=376 48 49 42 1 49 16 0
split_gain=3.75136e-05 5.40285e-05 7.50097e-05 0.000121256 0.000100626 9.14883e-05 4.51189e-05 2.96754e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.006494999999999999 0.091465000000000005 0.111945 -0.08130999999999998 -0.084119999999999986 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00038406171302432019 0.00034495772918407636 -5.0642107675521227e-06 -0.00034213316735406181 -0.00060639689384925876 0.00057939374326008031 -0.00083015905837767901 0.00029687824563006217 -0.00012546327334025533
leaf_weight=0.0010255217360931783 0.0010822952567342429 0.0010353378845782708 0.001223379586433915 0.0010151681686587219 0.001421492146078368 0.0010313693225106378 0.0014797525173232422 0.0011266110581708087
leaf_count=167 166 178 553 579 207 229 861 181
internal_value=0 -4.06226e-05 -9.28868e-05 1.39487e-05 0.000133874 -0.000416819 -3.14905e-05 0.000114319
internal_weight=0 0.00935863 0.00833311 0.0062664 0.00525124 0.00206671 0.00382974 0.00260636
internal_count=3121 2955 2788 2381 1802 407 1595 1042
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=7
num_cat=0
split_feature=484 160 52 12 0 0
split_gain=1.74183e-05 4.90678e-05 5.59325e-05 4.12981e-05 4.55454e-05 7.49968e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.020676500933253763 0.012398738037562885 -0.020065437280701044 0.022727341053376062 -0.0042365396464130369 -0.012681044906913736 0.026278119455794603
leaf_weight=0.0011549889254161474 0.0010002729982443682 0.0010631438526031043 0.0010601922548622942 0.0019711441060259018 0.0015146038935780993 0.0013619153827269864
leaf_count=632 368 306 203 236 269 1107
internal_value=0 -0.00158593 0.00157709 -0.00221653 0.00169793 0.008232
internal_weight=0 0.00812599 0.006971 0.00591081 0.00484766 0.00333306
internal_count=3121 2753 2121 1918 1612 1343
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=8
num_cat=0
split_feature=376 48 12 3 48 47 12
split_gain=5.07415e-05 6.70483e-05 7.74787e-05 7.45168e-05 0.00011131 8.60501e-05 5.66597e-05
threshold=0.048375000000000008 -0.032929999999999994 0.09857500000000001 0.090900000000000009 0.092680000000000026 0.085270000000000026 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00041919907545062571 0.00039167861612336458 -0.00013218386998817866 -0.00048102232527342858 0.00052936795055979439 -0.00027217630575580409 0.00027545670281135375 -0.00068527645541262576
leaf_weight=0.0010375691750181939 0.0011063852402728785 0.0017046607204956705 0.0017175466455618465 0.0017717214019121394 0.0010673988330820866 0.0011217915213316402 0.0012229754265752435
leaf_count=167 166 445 461 185 98 227 1372
internal_value=0 -5.16669e-05 -0.000108436 -1.55371e-05 0.000228018 -0.000186298 -0.00036323
internal_weight=0 0.00964366 0.00860609 0.00688855 0.00283912 0.00404943 0.00292764
internal_count=3121 2955 2788 2327 283 2044 1817
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 2 47
split_gain=3.76969e-05 5.01291e-05 6.48257e-05 4.08852e-05 8.06e-05 7.22256e-05 4.76471e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.10508500000000001 0.090935000000000016 0.085770000000000027
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.00038264056354203515 0.00034959283600938181 -0.0004411690518456224 0.00018343543442640909 -0.00012696748254286365 0.00033339169424735914 -0.00082436335333496572 -0.00021655533348249813
leaf_weight=0.0014574684216030953 0.0010382690213639632 0.0010805772302409566 0.0017273744846857137 0.0013138050587142324 0.0013161968704662507 0.0010097517336688912 0.0011220465210687036
leaf_count=230 166 1026 213 782 245 334 125
internal_value=0 -4.49261e-05 8.95464e-06 -7.49752e-05 -0.000168715 -0.000430036 8.03135e-05
internal_weight=0 0.00902722 0.00794664 0.00648917 0.0047618 0.00232356 0.00243824
internal_count=3121 2955 1929 1699 1486 1116 370
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=7
num_cat=0
split_feature=0 3 1 2 43 12
split_gain=1.76587e-05 4.71094e-05 9.23411e-05 6.92216e-05 2.74556e-05 2.43657e-05
threshold=-0.060129999999999996 0.090900000000000009 0.094385000000000011 0.11389000000000002 -0.090299999999999991 0.098810000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.031703693862306863 -0.0066501888766421343 0.024180862502864473 0.0031738605774619191 -0.010867683948425863 0.019892381570373287 -7.4479240490470707e-05
leaf_weight=0.0013267305939206097 0.001293366436643214 0.0011660791291731032 0.0017742945275395681 0.0010904930153701497 0.0014210602416829126 0.001072365874461987
leaf_count=1882 113 120 406 140 340 120
internal_value=0 -0.00374893 -0.011748 0.00724358 0.00517252 0.0113051
internal_weight=0 0.0053576 0.00310103 0.00225657 0.00378679 0.00249343
internal_count=3121 2548 2288 260 573 460
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=9
num_cat=0
split_feature=376 50 43 16 16 49 15 2
split_gain=7.24639e-05 8.89617e-05 6.24727e-05 7.58229e-05 0.000106711 5.83989e-05 5.06288e-05 9.32006e-05
threshold=0.048375000000000008 0.07826000000000001 -0.20207499999999998 0.15891500000000003 -0.004174999999999999 -0.043469999999999995 -0.15026499999999995 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=0.00041267442192524417 0.00044933119160383412 -0.00061604141673700678 0.00017942718274706562 -0.00052535711853778859 0.00052227358500838361 4.877157956944548e-05 -6.5233167202316734e-05 -0.00087604200326030484
leaf_weight=0.0012130041625900917 0.0011870954796372431 0.0010060264306678149 0.0018117695233995285 0.001172143594794158 0.0012877507068521678 0.0013257732715494675 0.0011904164157954455 0.0010053981273167941
leaf_count=155 166 580 245 420 302 194 704 355
internal_value=0 -6.30325e-05 -1.25967e-06 -6.56877e-05 1.56882e-05 -0.000106628 -0.000253796 -0.000436478
internal_weight=0 0.0100123 0.00900626 0.00779325 0.00662111 0.00533336 0.00352159 0.00219581
internal_count=3121 2955 2375 2220 1800 1498 1253 1059
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=8
num_cat=0
split_feature=3 39 457 3 43 3 16
split_gain=1.69043e-05 3.05913e-05 4.78533e-05 6.6713e-05 4.54753e-05 5.64199e-05 1.95888e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.13868499999999997 -0.13309499999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.01700409236095711 0.0095978223888895792 0.01319660156722178 0.014978482448515702 -0.032466694717401906 -0.0079330832087286633 0.023033671734070411 -0.012890110360099983
leaf_weight=0.0010608462503445314 0.0015134823270887008 0.0011326955424381668 0.0010465006744704939 0.0010194920451498989 0.0011484401874464667 0.001206414432672483 0.0010250545004547433
leaf_count=219 192 308 184 234 199 1453 332
internal_value=0 -0.00197019 -0.00461042 -0.00836479 0.000187005 0.00793148 -0.0226518
internal_weight=0 0.00763944 0.00650675 0.00546025 0.0034157 0.00235485 0.00204455
internal_count=3121 2929 2621 2437 1871 1652 566
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=8
num_cat=0
split_feature=376 133 43 1 47 1 0
split_gain=4.53085e-05 4.87453e-05 7.17856e-05 3.94556e-05 4.12708e-05 5.62289e-05 2.68433e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 0.094465000000000007 0.092530000000000015 0.11212500000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00039667547055661047 0.00038442520748282544 -0.00044311572743592481 -8.137292813268588e-05 0.00043888861769675623 -0.00028680768757731126 -9.8734748158436022e-05 -0.0005016943510731249
leaf_weight=0.0014548948164377611 0.0010290877081578749 0.0010681966488010576 0.0011823756831267471 0.0013924916827903898 0.0011484558582528989 0.0016158241017010144 0.0011545968170055849
leaf_count=230 166 1026 133 249 151 234 932
internal_value=0 -4.98464e-05 3.00401e-06 -8.51963e-05 2.94038e-05 0.000150121 -0.000289036
internal_weight=0 0.00901684 0.00794864 0.00649374 0.00415677 0.00300832 0.00233697
internal_count=3121 2955 1929 1699 634 483 1065
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=8
num_cat=0
split_feature=1 16 47 1 2 52 1
split_gain=5.85536e-05 6.15572e-05 4.96867e-05 0.000103953 4.87821e-05 4.64859e-05 7.2669e-05
threshold=0.13686500000000004 -0.5315899999999999 0.086380000000000012 0.10471500000000002 0.084305000000000005 0.091275000000000009 0.080000000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00048748136149294897 0.00044157390733099518 0.00030586701395418658 -0.0003124265879069134 0.0004675626961253623 -0.00069430375753008744 8.9423023415200091e-05 1.0012692155347809e-05
leaf_weight=0.0011262758600795982 0.0010000620720306995 0.0010000908115974771 0.0015663081107641684 0.0018688404665937065 0.0011813930815589031 0.0014709464078120236 0.0010763479905734896
leaf_count=125 169 576 330 317 969 436 199
internal_value=0 -5.77632e-05 1.51968e-06 7.60521e-05 -7.86751e-05 -0.000181815 -0.00035853
internal_weight=0 0.0092902 0.00816393 0.00659762 0.00472878 0.00372869 0.00225774
internal_count=3121 2952 2827 2497 2180 1604 1168
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=7
num_cat=0
split_feature=15 15 42 43 51 16
split_gain=1.6647e-05 3.06577e-05 3.56852e-05 5.53035e-05 4.78367e-05 8.64897e-05
threshold=-0.24436499999999997 -0.095869999999999983 -1.0000000180025095e-35 -0.084004999999999982 0.081440000000000026 -0.0094449999999999968
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.010715217963263295 -0.013742701149685208 -0.015652553526538725 0.023717431768477643 -0.026643405276989964 0.017595104322206203 0.0076978151507390491
leaf_weight=0.0012389612220267869 0.0016796356039159889 0.0010179516039988245 0.0011939499163791728 0.0012979772452666619 0.0010479844996656514 0.0016860357517062277
leaf_count=253 373 719 353 645 259 519
internal_value=0 -0.00174962 0.00147657 0.00481311 -0.000784808 -0.00723983
internal_weight=0 0.00792353 0.0062439 0.00522595 0.004032 0.00298401
internal_count=3121 2868 2495 1776 1423 1164
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=9
num_cat=0
split_feature=50 15 52 4 2 12 1 47
split_gain=5.62669e-05 7.47496e-05 5.45415e-05 7.53229e-05 0.00011719 0.000100913 8.71979e-05 9.96003e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.087769999999999987 -0.0016099999999999997 0.10097500000000002 0.081420000000000006 0.094385000000000011 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 -8
right_child=-2 2 3 6 -6 -7 7 -9
leaf_value=0.00051130078311629969 -0.00043364543519372348 -0.00031708336313876202 0.0010010268468410475 -0.00061143196110485971 -0.0002286106707780279 0.00013493005962115717 0.00035702601510156278 -0.00041022774163291577
leaf_weight=0.0011548963023220353 0.0010564674267267539 0.0018637558637117349 0.0010129468096202719 0.0010361881376115436 0.0011199059681350973 0.0010568676340565197 0.0016614924919606941 0.001069029157926206
leaf_count=219 579 592 107 361 163 876 133 91
internal_value=0 4.22245e-05 -1.91953e-05 6.06144e-05 0.000282334 0.000558789 -0.000127142 5.66378e-05
internal_weight=0 0.00997508 0.00882019 0.00695643 0.00318972 0.00206981 0.00376671 0.00273052
internal_count=3121 2542 2323 1731 1146 983 585 224
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=9
num_cat=0
split_feature=376 48 49 42 1 4 16 0
split_gain=4.8243e-05 6.30078e-05 8.03796e-05 0.000124425 9.90372e-05 5.54858e-05 4.57267e-05 2.82891e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.006494999999999999 0.091465000000000005 0.111945 0.010840000000000001 -0.084119999999999986 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.00041371974045206555 0.00039310038339345838 -0.00011794841403572987 -0.00035632871761947165 -0.0006246003328029883 0.00057092049582324546 -0.00076764943316415138 0.00028922301552778697 -0.00012610783608504574
leaf_weight=0.001011774263518078 0.0010637520811068819 0.001006177405742238 0.001184912511289926 0.0010063325765811062 0.0014156964402183064 0.0010153661639856404 0.0014556296577060892 0.0011123057486894308
leaf_count=167 166 315 553 579 207 92 861 181
internal_value=0 -4.79273e-05 -0.000104913 6.18753e-06 0.000129004 -0.000444276 -3.77013e-05 0.000109322
internal_weight=0 0.00920819 0.00819642 0.00617488 0.00516854 0.00202154 0.00375285 0.00256794
internal_count=3121 2955 2788 2381 1802 407 1595 1042
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 3 3
split_gain=3.80223e-05 5.28407e-05 7.20153e-05 3.86094e-05 7.19687e-05 6.67666e-05 5.98237e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.10508500000000001 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.0004054628193227939 0.00034953253571668255 -0.00044913814538442896 0.00017294948417910999 -0.00071744158956853991 0.00037970194610008497 -5.1543426827766779e-05 -0.00023333754936645914
leaf_weight=0.0014564094851581191 0.0010531886797813363 0.0010894123757144948 0.0017445811647419261 0.0012711325316387542 0.0011997833420737919 0.0010630219796563395 0.0012492393463665774
leaf_count=230 166 1026 213 993 203 123 167
internal_value=0 -4.40556e-05 1.12165e-05 -7.67438e-05 -0.000167815 -0.000414178 6.69923e-05
internal_weight=0 0.00907358 0.00798417 0.00652776 0.00478318 0.00233415 0.00244902
internal_count=3121 2955 1929 1699 1486 1116 370
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=9
num_cat=0
split_feature=4 0 1 151 14 15 47 16
split_gain=7.4381e-05 0.000142793 9.10467e-05 7.28876e-05 8.60194e-05 0.000113567 0.000151628 7.42017e-05
threshold=-0.49405499999999997 0.056435000000000006 0.077565000000000009 0.056735000000000001 -1.0000000180025095e-35 -0.10653 0.086380000000000012 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.00049205816894677017 -0.00049250985412658762 0.0006398743837400415 -0.00037804238030179568 -0.0004496694378332951 0.00067859890779781119 6.5223242049476771e-05 -0.00052066561893200961 0.00071488517983917996
leaf_weight=0.0010872818315473794 0.0014462610179321227 0.0013596935100158762 0.0011360400434607858 0.0010080943366619355 0.0014884860971033651 0.0019538298857727796 0.001261857751286467 0.0010334447542608661
leaf_count=156 1560 114 149 88 217 447 162 228
internal_value=0 4.6246e-05 -4.0284e-05 4.26971e-05 0.000114908 0.000212511 4.92391e-05 0.000289973
internal_weight=0 0.0106877 0.00932801 0.00788175 0.00687366 0.00573762 0.00424913 0.00298727
internal_count=3121 2965 2851 1291 1203 1054 837 675
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=9
num_cat=0
split_feature=50 160 52 52 0 2 15 43
split_gain=6.60042e-05 8.16957e-05 7.33348e-05 0.000125895 4.89408e-05 6.64802e-05 0.000119623 0.000118738
threshold=0.086580000000000004 0.092070000000000013 -0.087769999999999987 -0.020999999999999994 -0.14454499999999995 0.10097500000000002 -0.10203999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=-0.00027625997086897565 -0.00046971174443445325 -0.00048741699611454362 0.00081522413160548435 0.00036548048139809522 -0.00041854644213286163 -0.00039696990248569994 -0.00011941746082943691 0.00076826581957524921
leaf_weight=0.0016603561231272263 0.0010929940978347151 0.0010250241496221639 0.0010316295139222694 0.0016753589362660257 0.001083755082598056 0.0013264450904713222 0.0010521565323484946 0.0012892051393533443
leaf_count=510 579 246 252 183 160 260 686 245
internal_value=0 3.74275e-05 9.64234e-05 0.000179387 7.73242e-05 -2.42771e-05 0.000120056 0.00036936
internal_weight=0 0.0101439 0.00911891 0.00745855 0.00642692 0.00475156 0.00342512 0.00234136
internal_count=3121 2542 2296 1786 1534 1351 1091 931
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=7
num_cat=0
split_feature=52 2 0 3 0 12
split_gain=1.58239e-05 3.12724e-05 4.73396e-05 3.79471e-05 3.73845e-05 4.73598e-05
threshold=0.15116000000000002 0.098260000000000014 -0.14920999999999998 -0.026224999999999995 -0.10607499999999999 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0074493971246572966 -0.011874145150144046 -0.006934861702505327 0.0031015981650091571 0.029459520243473994 0.0030639221245597091 -0.022193516300812621
leaf_weight=0.0018253430938459012 0.0010123166943786658 0.0012459797925087244 0.0010029890425201585 0.0011993366923391392 0.0013615836456945148 0.0016324791551240408
leaf_count=222 377 127 426 265 399 1305
internal_value=0 0.00137173 0.00864252 0.0174555 -0.00383055 -0.0107074
internal_weight=0 0.00826771 0.00344831 0.00220233 0.00481941 0.00299406
internal_count=3121 2744 818 691 1926 1704
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=7
num_cat=0
split_feature=4 12 52 4 43 15
split_gain=1.83359e-05 3.50644e-05 4.17549e-05 7.75315e-05 4.41612e-05 3.41462e-05
threshold=0.24564500000000003 0.09857500000000001 -0.087769999999999987 -0.0016099999999999997 -1.0000000180025095e-35 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.015187187722542159 0.017073095111268352 -0.020104902474690003 0.0012402134185504825 -0.011726949757231091 0.027748978652563712 -0.0055016262460031292
leaf_weight=0.0013396082006287193 0.0014813186533507482 0.001005634488688489 0.0011256305159963638 0.0016610331571469523 0.0014227614606385863 0.0012234157619287738
leaf_count=544 266 414 989 392 356 160
internal_value=0 -0.00292398 0.000189667 0.0050832 0.01604 0.00686201
internal_weight=0 0.00655467 0.00554903 0.00420943 0.00254839 0.00270473
internal_count=3121 2695 2281 1737 1345 426
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=8
num_cat=0
split_feature=159 51 150 3 2 52 3
split_gain=4.58613e-05 6.19627e-05 5.6475e-05 6.7458e-05 0.00010999 0.000106726 0.000112025
threshold=-0.032739999999999991 0.092235000000000011 0.10545000000000002 -0.12018999999999998 0.10613000000000002 -0.087769999999999987 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00040813411623582077 0.00035837884675351953 0.00047963251727499282 -0.00042954853540712459 -0.00044159270518804705 -0.00048310251553907542 -2.3642359724586922e-05 0.00074388432673272496
leaf_weight=0.0010165726423745939 0.0018858083564630155 0.0010494974401768541 0.0011499736758605848 0.0010146975928250275 0.0017259308495815922 0.0017689828553489526 0.0012461444862982291
leaf_count=421 249 244 161 372 388 1188 98
internal_value=0 2.93178e-05 -2.44389e-05 3.65257e-05 -6.89258e-05 0.000108462 0.000293574
internal_weight=0 0.00984104 0.00879154 0.00764156 0.00575576 0.00402982 0.00301513
internal_count=3121 2700 2456 2295 2046 1658 1286
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=7
num_cat=0
split_feature=1 4 3 3 3 15
split_gain=1.50052e-05 4.39223e-05 4.80595e-05 3.42538e-05 9.22149e-05 2.00599e-05
threshold=0.095025000000000012 -0.15764999999999998 0.013900000000000001 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0073053378102268841 -0.011295299489541813 -0.026441600039086632 0.0020684689901348859 0.025806219533832376 0.0035676110374484775 -0.015489447437873356
leaf_weight=0.0017949952694557144 0.0011867312010888083 0.0012933527976921625 0.0010892019863567026 0.0016774597805909609 0.0011930697083349568 0.0010285312980415039
leaf_count=150 165 1951 101 466 159 129
internal_value=0 -0.00450797 -0.013408 0.00358045 0.00810809 -0.00525521
internal_weight=0 0.00417755 0.00238255 0.00508579 0.00389906 0.0022216
internal_count=3121 2202 2052 919 754 288
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=8
num_cat=0
split_feature=50 15 47 3 1 0 3
split_gain=4.85709e-05 4.52176e-05 4.88916e-05 8.11037e-05 7.6454e-05 9.75602e-05 4.08839e-05
threshold=0.083090000000000011 -0.24436499999999997 0.085505000000000012 0.10542000000000001 1.0000000180025095e-35 -0.15350499999999997 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -4
right_child=-2 2 6 -5 5 -7 -8
leaf_value=0.00042921383885872279 -0.0004088329059959222 -0.00036910874188485372 2.0592561246510626e-05 0.00046883574858630424 -0.00030219806883398023 0.00044761205848343154 -0.00052106533721376844
leaf_weight=0.001034389939327353 0.0010158540334060827 0.0017575613702319574 0.0010331116769664015 0.0015644378839169484 0.0010994942008624555 0.0016966920242356444 0.0011128477782901274
leaf_count=218 597 1296 237 133 109 470 61
internal_value=0 4.27283e-05 -5.64657e-06 8.36732e-05 -4.86493e-05 0.000152778 -0.000260299
internal_weight=0 0.00929853 0.00826414 0.00611819 0.00455375 0.00279619 0.00214596
internal_count=3121 2524 2306 2008 1875 579 298
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=7
num_cat=0
split_feature=4 0 3 2 3 2
split_gain=1.50827e-05 2.86917e-05 8.12086e-05 5.7427e-05 4.81463e-05 4.37542e-05
threshold=0.27834500000000006 -0.061629999999999997 0.090900000000000009 0.084055000000000005 0.076840000000000006 0.093175000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -3
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.0057018138453960561 0.007694509320310277 0.028354380149807925 0.010000208362949261 -0.036169268776449652 -0.012671428021192636 -0.00032006279027777153
leaf_weight=0.0014355468368399177 0.001973182456232926 0.0010339254896733587 0.0015942899494612028 0.0010871589826465411 0.001037661447288004 0.0010964932832517821
leaf_count=695 340 124 152 1463 106 241
internal_value=0 -0.00216154 -0.00766669 -0.0188318 0.00499252 0.0135961
internal_weight=0 0.00728508 0.004117 0.00252271 0.00316808 0.00213042
internal_count=3121 2781 2310 2158 471 365
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=8
num_cat=0
split_feature=50 484 42 43 3 0 151
split_gain=5.86737e-05 4.58676e-05 3.19661e-05 4.88921e-05 3.60914e-05 8.36226e-05 6.12132e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.116045 -0.10096999999999999 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00029144146916746039 -0.00045269169792131267 0.00042881733200549158 0.00032681659203217086 0.00021739395766403612 -0.00034268668076277268 -0.00060292084282919257 0.00025800469266592558
leaf_weight=0.0012661158543221173 0.0010115897597543473 0.0010583906733113392 0.0017927140390670941 0.0014436210222193622 0.0010376754131573556 0.0011021549453013734 0.0017559151843532872
leaf_count=667 579 322 571 164 96 573 149
internal_value=0 4.41497e-05 -4.32841e-06 4.66411e-05 -4.7429e-05 -0.000145563 3.48787e-05
internal_weight=0 0.00945659 0.0083982 0.00713208 0.00533937 0.00389575 0.00279359
internal_count=3121 2542 2220 1553 982 818 245
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=9
num_cat=0
split_feature=376 48 52 4 49 1 2 15
split_gain=7.63347e-05 7.11974e-05 0.000106451 9.68595e-05 8.38822e-05 6.42195e-05 8.05864e-05 7.43806e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.013125 -0.006494999999999999 0.095285000000000022 0.091265000000000013 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7
right_child=-2 2 4 -5 5 7 -8 -9
leaf_value=0.00041075178696347919 0.00047378241652360067 -0.00016153682202306249 -0.00063630072875795558 0.00068641865838255426 4.4914912133036728e-05 -0.00020444674072842773 -0.00070239932495565151 0.00043250082547653711
leaf_weight=0.0010761763166470028 0.0011254357355358546 0.0010298888503755411 0.0015942716741542667 0.0010418280596123542 0.0010005715732974464 0.0016160062661240795 0.0012451576329213241 0.001250184088426596
leaf_count=167 166 397 276 244 999 219 477 176
internal_value=0 -6.52489e-05 -0.000123607 0.000264884 -0.000243622 -0.000121156 -0.000369438 7.33791e-05
internal_weight=0 0.00985408 0.00877791 0.00207172 0.00670619 0.00511192 0.00224573 0.00286619
internal_count=3121 2955 2788 641 2147 1871 1476 395
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=7
num_cat=0
split_feature=52 13 15 3 0 16
split_gain=1.46173e-05 4.20451e-05 6.6392e-05 3.09939e-05 4.0036e-05 5.27115e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 -0.13927999999999999 -0.053834999999999994 -0.073849999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.0053295172365665604 -0.0098615232380452698 0.012324706055045159 0.027979978605749148 -0.013247852631827243 -0.021038773421220125 0.012631603394809213
leaf_weight=0.0011127340476011483 0.0013088777395581517 0.001040931758778064 0.001294528577436091 0.0016097410403009065 0.0013765466370598564 0.0015399504999602952
leaf_count=462 501 197 314 713 255 679
internal_value=0 0.00154059 0.012583 -0.00323418 -0.00681237 -0.000594842
internal_weight=0 0.00797443 0.00240726 0.00556717 0.00452624 0.00314969
internal_count=3121 2620 776 1844 1647 1392
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=8
num_cat=0
split_feature=4 12 151 15 13 2 15
split_gain=1.63679e-05 3.492e-05 3.47602e-05 8.78512e-05 4.42036e-05 5.43404e-05 2.72637e-05
threshold=0.24564500000000003 0.09857500000000001 -0.0052199999999999989 -0.037864999999999989 -0.076384999999999995 0.090675000000000019 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -2
right_child=6 -3 3 4 5 -7 -8
leaf_value=0.015006962311425743 0.015581517434526196 -0.019906794971839337 -0.027204627876165857 0.02207243892605271 0.013315139379885339 -0.018839498708442804 -0.0045706607848220162
leaf_weight=0.0012519452332887147 0.0014857447110794104 0.0010058160596908361 0.0011770502016982855 0.0010091307574340907 0.0010120651282441093 0.0010933802209241918 0.0012247343262089989
leaf_count=441 266 414 569 501 530 240 160
internal_value=0 -0.00276436 0.000345934 -0.00393095 0.00486456 -0.00338311 0.00647572
internal_weight=0 0.00654939 0.00554357 0.00429163 0.00311458 0.00210545 0.00271048
internal_count=3121 2695 2281 1840 1271 770 426
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 15 51
split_gain=6.41127e-05 4.64571e-05 6.07141e-05 0.000125696 7.58478e-05 7.5601e-05 5.10154e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.08595499999999999 -0.10469999999999999 -0.031924999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.00042516636796484104 -0.00047361195095863072 0.0002133367614598515 0.00035123033636276014 -0.00050293710728624744 2.397684785818856e-05 -0.00042972197600702069 0.0006170667060598667
leaf_weight=0.0010925531792718426 0.0010151771903469031 0.0013084382331556813 0.0015196755940080327 0.0019585361870066405 0.0010138718232383325 0.001518759849192421 0.0012390126918694292
leaf_count=182 579 187 423 273 331 362 784
internal_value=0 4.44115e-05 -4.19569e-06 -8.09341e-05 8.17617e-05 -0.000132112 0.000350157
internal_weight=0 0.00965085 0.00855829 0.00703862 0.00508008 0.0028272 0.00225288
internal_count=3121 2542 2360 1937 1664 549 1115
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 4 13
split_gain=6.8089e-05 7.24574e-05 5.58945e-05 7.8131e-05 8.2703e-05 7.2112e-05 6.74873e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.087769999999999987 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 -0.036034999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.000522054908253019 -0.00049025730541307647 -0.00032695095039543808 0.00061485966427383216 -0.00037754537409496813 -0.00049707336949706771 3.014573626097943e-05 0.00019202589323660802
leaf_weight=0.0010903181830301074 0.0010050061484215009 0.0017515781477003781 0.0018787466492615214 0.00124432161099649 0.0010213026730407665 0.0014267539208626099 0.0011751056318414219
leaf_count=219 579 592 941 168 178 269 175
internal_value=0 4.61928e-05 -1.48631e-05 6.61668e-05 0.000166518 0.000362479 -0.000128397
internal_weight=0 0.00958813 0.00849781 0.00674623 0.00550191 0.0033055 0.00219641
internal_count=3121 2542 2323 1731 1563 1210 353
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=7
num_cat=0
split_feature=16 160 2 4 4 16
split_gain=1.60057e-05 6.24709e-05 7.30851e-05 4.06567e-05 5.69889e-05 2.76967e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.096540000000000015 -0.0024449999999999997 0.181285 -0.5315899999999999
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.021505099816797817 0.012391494365768122 -0.028856322662287992 0.0024515502123655512 -0.019549267177007775 -0.0048027174706392652 0.015964483860830558
leaf_weight=0.0010346744671405669 0.0014852604296432576 0.0014453622429328318 0.0015401563106252599 0.0011400089881671671 0.0011098686524640355 0.0015240826609647963
leaf_count=935 557 533 383 318 109 286
internal_value=0 -0.0043678 -0.0127054 0.003944 -0.00087058 0.0072138
internal_weight=0 0.00447078 0.00298552 0.00480863 0.00377396 0.00263395
internal_count=3121 1473 916 1648 713 395
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=7
num_cat=0
split_feature=159 47 4 52 16 2
split_gain=1.55205e-05 3.10764e-05 3.62924e-05 5.67163e-05 7.65769e-05 5.94331e-05
threshold=-1.0000000180025095e-35 0.092165000000000011 0.27834500000000006 -0.088204999999999992 -0.0064149999999999997 0.097070000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011540668893858356 -0.026250933468741241 0.013058348694325102 0.012910725347595596 0.0028453918712142996 0.016416652097182131 -0.028738890586705469
leaf_weight=0.0010439422714757741 0.0010608233862300096 0.0017894281410494152 0.001323433421540174 0.0012989797601279543 0.0016359492611207191 0.0011005507770634503
leaf_count=509 555 274 279 1043 217 244
internal_value=0 0.00140455 -0.00184382 -0.00567535 -0.000266559 -0.0116408
internal_weight=0 0.00820916 0.00641974 0.0050963 0.00403548 0.00239953
internal_count=3121 2612 2338 2059 1504 1287
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=8
num_cat=0
split_feature=49 15 51 52 42 2 3
split_gain=1.78649e-05 3.94587e-05 3.27609e-05 5.01325e-05 0.000100736 0.00015347 6.19847e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.10744000000000002 0.084050000000000014 0.10613000000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=0.021307588263364853 0.013527072868774871 -0.0057757768175974063 -0.0014099910702813161 0.012639003324748958 -0.035840318943631724 -0.03106391101147209 0.03088203592208591
leaf_weight=0.0010887551710136441 0.001082997604043988 0.001063323616625068 0.0013615682096524276 0.0012285352339306173 0.0011469404058712333 0.0011997976167906579 0.0010550053895842409
leaf_count=226 377 199 767 480 779 187 106
internal_value=0 0.00792593 -0.00247906 -0.00537209 -0.0100174 -0.00182766 0.0126878
internal_weight=0 0.00215208 0.00707484 0.00599185 0.00476331 0.00361637 0.00241657
internal_count=3121 425 2696 2319 1839 1060 873
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=7
num_cat=0
split_feature=2 13 16 13 16 13
split_gain=1.78056e-05 3.36668e-05 3.46343e-05 3.2813e-05 8.67226e-05 2.52921e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.071854999999999988 -0.033284999999999988 0.013515000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.015287837167589552 0.017501225574977755 0.0095064540081489374 -0.01418885006440725 -0.00023693433528934626 0.024996311889149428 -0.020584689075346822
leaf_weight=0.0016952818732549834 0.0013996554233122903 0.0012802865581833783 0.0011903971686044994 0.0014755077720541017 0.0010999742135632366 0.0010424625415172955
leaf_count=1269 200 257 462 496 152 285
internal_value=0 0.00510971 -0.00191015 -0.00380753 0.00157187 -0.00866109
internal_weight=0 0.00387034 0.00247068 0.00531323 0.00361794 0.00251797
internal_count=3121 919 719 2202 933 781
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=7
num_cat=0
split_feature=1 4 13 3 3 15
split_gain=1.74181e-05 4.26185e-05 3.66895e-05 3.37949e-05 7.38749e-05 1.54358e-05
threshold=0.094385000000000011 -0.0016099999999999997 -0.029529999999999997 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=-0.011674647548272625 -0.011032575248241609 -0.022417009159865438 0.010592668528816993 0.023896987897899777 0.0039342255619721905 -0.012821703671423599
leaf_weight=0.001292752066624566 0.0011749211105986359 0.0010376771239466341 0.0017304390310963476 0.0017121818331286586 0.0011964890406838619 0.0010171686716142158
leaf_count=947 165 525 706 488 161 129
internal_value=0 -0.00493098 0.0010709 0.00384629 0.00829922 -0.00376507
internal_weight=0 0.00406087 0.00302319 0.00510076 0.00392584 0.00221366
internal_count=3121 2178 1653 943 778 290
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=9
num_cat=0
split_feature=4 0 1 47 2 457 49 4
split_gain=5.76801e-05 6.56569e-05 7.5348e-05 5.67834e-05 5.85271e-05 9.09229e-05 8.00415e-05 3.95474e-05
threshold=-0.49405499999999997 0.056435000000000006 1.0000000180025095e-35 0.086380000000000012 0.11474000000000002 0.045365000000000009 -0.006494999999999999 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -5
right_child=1 -3 3 7 -6 -7 -8 -9
leaf_value=-0.00045606759206432541 -0.00047973748413957196 0.00046317687264012779 -0.00049513942127068621 -0.0004095461836947442 0.00059299262465560326 0.00055876024806574009 0.0001851790971668609 9.7219189572633801e-05
leaf_weight=0.0010051665164937116 0.0011965564307317217 0.0012169435112858043 0.0012311891347620285 0.001381995420673616 0.001019749523402929 0.0010260691512270423 0.0014455388309751972 0.0010358028293162606
leaf_count=156 1540 114 132 222 232 123 537 65
internal_value=0 3.77272e-05 -2.4376e-05 5.19321e-05 0.000177045 6.24933e-05 -0.000127741 -0.000192444
internal_weight=0 0.00955384 0.0083369 0.00714034 0.00472255 0.0037028 0.00267673 0.0024178
internal_count=3121 2965 2851 1311 1024 792 669 287
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=7
num_cat=0
split_feature=52 13 15 3 15 1
split_gain=1.7194e-05 3.64359e-05 4.89653e-05 2.95128e-05 3.67871e-05 9.39522e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 -0.13927999999999999 -0.016799999999999995 0.11061500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00332586158623725 -0.010665213243993596 0.012577695280337881 0.025564360511559664 0.0045820602958236718 0.0055149798395250646 -0.032020124709692933
leaf_weight=0.0010973355330746778 0.0013074718587277436 0.0010238293092652874 0.0012606100084813386 0.0014408641366785234 0.0016689433508557693 0.0013662487132173743
leaf_count=462 501 197 314 585 864 198
internal_value=0 0.00171973 0.0121195 -0.00273892 -0.00624236 -0.0132326
internal_weight=0 0.00785783 0.00235795 0.00549989 0.00447606 0.00280711
internal_count=3121 2620 776 1844 1647 783
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=7
num_cat=0
split_feature=376 48 52 49 1 2
split_gain=6.49334e-05 6.82589e-05 0.000110424 9.12491e-05 7.94987e-05 6.19759e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00041863548453597037 0.00044687205947581323 0.00028915100352018379 -0.00066807159818405698 3.1356409971545945e-05 0.00024952016542894033 -0.0005110905566876998
leaf_weight=0.0010190473774286711 0.0010820439863571353 0.0019531372348985006 0.001492288640310712 0.0013857393291908135 0.0015697191888839517 0.0019483162774105805
leaf_count=167 166 641 276 813 248 810
internal_value=0 -6.04416e-05 -0.000118915 -0.000243524 -0.000114328 -0.000285632
internal_weight=0 0.00936825 0.0083492 0.00639606 0.00490377 0.00333406
internal_count=3121 2955 2788 2147 1871 1623
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=2.12324e-05 3.76014e-05 5.46231e-05 3.04896e-05 6.6912e-05 1.28562e-05
threshold=0.095025000000000012 -0.12018999999999998 0.0051600000000000005 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0094763441963427366 -0.0098415343998844891 -0.028948402703565523 -0.00074781503635025493 0.023615224921357255 0.004137665733479361 -0.011192710228100859
leaf_weight=0.0012036590337175519 0.0011722770484340066 0.0011127112816633638 0.0017946189957963876 0.0016766748308918102 0.001192451340372169 0.0010106547213392038
leaf_count=174 165 1867 161 466 159 129
internal_value=0 -0.00538726 -0.0115409 0.00429133 0.00856158 -0.002895
internal_weight=0 0.00411099 0.00290733 0.00505206 0.00387978 0.00220311
internal_count=3121 2202 2028 919 754 288
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=9
num_cat=0
split_feature=50 15 47 1 3 49 52 15
split_gain=4.93297e-05 4.53516e-05 5.13837e-05 9.90453e-05 8.0694e-05 5.75554e-05 5.6318e-05 2.75918e-05
threshold=0.083090000000000011 -0.24436499999999997 0.085505000000000012 0.077565000000000009 -0.0063699999999999989 -0.006494999999999999 0.091275000000000009 -0.049819999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 7 -3 -5
right_child=-2 2 4 5 -6 -7 -8 -9
leaf_value=0.00042124259772831428 -0.00041498679034245495 -0.00046932560187252392 0.00013898605809609376 0.00032878293166440145 -0.00060726145666600341 0.00060291397669524644 0.000107105541845952 -0.00011981255602570586
leaf_weight=0.0010687444700773633 0.0010103391254187412 0.001415428142140243 0.0010371362603279856 0.0010043087070643842 0.0012036480676727026 0.0014276232874817735 0.0012076200983685077 0.0011095095617567052
leaf_count=218 597 992 234 148 64 367 340 161
internal_value=0 4.07922e-05 -7.58274e-06 8.48483e-05 -0.000261864 0.000298749 -0.000203944 9.33223e-05
internal_weight=0 0.00947402 0.00840527 0.00616449 0.00224078 0.00354144 0.00262305 0.00211382
internal_count=3121 2524 2306 2008 298 676 1332 309
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=7
num_cat=0
split_feature=2 52 3 0 13 4
split_gain=1.82609e-05 5.42927e-05 5.42328e-05 4.72117e-05 8.23926e-05 4.71977e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.084044999999999995 0.0076650000000000008 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.016726689499576664 0.021048684861372111 -0.023829305894986174 0.018918011489386665 0.023556689781322949 -0.014483844227107493 -0.0052272263624600739
leaf_weight=0.0017919201961466439 0.0012570919966396624 0.0010448421795231878 0.0012942420565784755 0.0011651817294583808 0.0011134730318130199 0.0014984734619821107
leaf_count=953 294 458 140 737 212 327
internal_value=0 -0.00297454 0.00108709 -0.00458226 0.00496804 0.00675987
internal_weight=0 0.00640966 0.00536482 0.00407057 0.00227865 0.00275557
internal_count=3121 2500 2042 1902 949 621
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=7
num_cat=0
split_feature=4 12 2 3 51 12
split_gain=2.15226e-05 3.31611e-05 5.93193e-05 4.50803e-05 3.21386e-05 2.7013e-05
threshold=0.24564500000000003 0.051320000000000005 0.08622500000000001 0.076840000000000006 0.084745000000000015 0.096210000000000004
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.01638513064216196 -0.0003572215066880721 -0.029405455003303063 0.00027273802283723397 -0.018213755982054353 0.0065072914625293327 0.020293656605386519
leaf_weight=0.0015058951149148399 0.0016716770226779124 0.0011026527350372775 0.0017303016979064983 0.001088802242044426 0.0010171840701729828 0.001019873848038956
leaf_count=269 349 941 1225 143 117 77
internal_value=0 -0.00317927 -0.0112787 0.00317348 -0.00627358 0.00746774
internal_weight=0 0.00644484 0.00283295 0.00361188 0.00210599 0.00269155
internal_count=3121 2695 2166 529 260 426
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=8
num_cat=0
split_feature=147 151 4 15 12 4 13
split_gain=4.24767e-05 5.72609e-05 0.000116834 4.41262e-05 4.83364e-05 7.21402e-05 5.39014e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.10203999999999998 1.0000000180025095e-35 0.0012600000000000003 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.00037113162593282783 0.00037362599013921475 -0.00044601917123876598 0.00062882117421837562 -6.2475170265090141e-05 6.4505589839804461e-05 0.00060157750219168576 -0.00047191401642422557
leaf_weight=0.001711545904604447 0.001024629489773902 0.0010225269478652587 0.001063088404152872 0.0016754023260969536 0.0015920811819687174 0.001007026226802708 0.0013150914838249688
leaf_count=462 124 218 237 209 456 83 1332
internal_value=0 -4.68278e-05 2.54908e-05 -7.15118e-05 -3.00177e-06 0.000186821 -0.00017815
internal_weight=0 0.00938676 0.00767522 0.00661213 0.0055896 0.00268243 0.00290717
internal_count=3121 2997 2535 2298 2080 292 1788
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=9
num_cat=0
split_feature=4 0 1 52 457 16 0 4
split_gain=7.02358e-05 5.76743e-05 0.000100615 6.70808e-05 8.67684e-05 7.73182e-05 9.39194e-05 8.29531e-05
threshold=-0.49405499999999997 0.051010000000000007 1.0000000180025095e-35 -0.081429999999999989 0.045365000000000009 -0.056919999999999991 -0.15599999999999997 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00050149380804093038 -0.00053534011718594913 0.00043249814432627301 0.00042249466771231755 -0.00042926628300192211 0.00049173738461303382 -0.00054120952705955416 0.00062171431184553528 -0.00012372127545700302
leaf_weight=0.0010077014260937512 0.0012280719989966491 0.001267301805877548 0.0016263085812985717 0.0012006465819838271 0.0010201699088513427 0.0013242470382926952 0.0011433367691315865 0.001152489166311204
leaf_count=156 1537 118 285 117 120 285 343 160
internal_value=0 4.17142e-05 -1.5241e-05 7.02957e-05 -2.77689e-05 -0.000137708 1.51136e-05 0.000247511
internal_weight=0 0.00996257 0.00869527 0.0074672 0.00584089 0.00482072 0.00349647 0.00229583
internal_count=3121 2965 2847 1310 1025 905 620 503
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=7
num_cat=0
split_feature=1 0 4 15 47 1
split_gain=1.85379e-05 3.78043e-05 3.10271e-05 6.44425e-05 6.77166e-05 5.57505e-05
threshold=0.077565000000000009 0.051010000000000007 -0.064804999999999988 -0.016799999999999995 0.086380000000000012 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.02152248659707549 -0.013053045481543932 0.0031249347284357278 0.025150109825452502 0.028188198563212225 -0.014117703285174249 -0.0037035531010897031
leaf_weight=0.0010780780386998989 0.0010472028653091686 0.0014719460224755336 0.0013404158495888168 0.0010376868768648155 0.001855924399413325 0.0013381775689251076
leaf_count=1561 513 75 239 188 269 276
internal_value=0 -0.0072953 0.00273975 0.00570775 0.00056328 0.0107353
internal_weight=0 0.00255002 0.00661941 0.0055722 0.00453452 0.00267859
internal_count=3121 1636 1485 972 784 515
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=7
num_cat=0
split_feature=4 12 52 2 3 15
split_gain=1.8021e-05 2.83511e-05 3.53974e-05 5.96737e-05 3.593e-05 2.64992e-05
threshold=0.24564500000000003 0.098330000000000015 1.0000000180025095e-35 0.089885000000000007 -0.026224999999999995 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2
right_child=5 -3 4 -5 -6 -7
leaf_value=-0.020660949328534989 0.015852782707561536 -0.018088053132913281 0.023198319503720841 0.0061098077852815022 -0.0031813821820271086 -0.0040562620370974021
leaf_weight=0.0015600727199893668 0.0014732990997999543 0.0010341071867062046 0.0010538667200535943 0.0017857402682975232 0.0010122466146517712 0.0012239457328618382
leaf_count=836 266 423 797 528 111 160
internal_value=0 -0.00291644 -1.74541e-05 -0.00637276 0.0102742 0.00681853
internal_weight=0 0.00644603 0.00541193 0.00334581 0.00206611 0.00269724
internal_count=3121 2695 2272 1364 908 426
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=9
num_cat=0
split_feature=50 160 150 133 47 1 4 15
split_gain=7.34474e-05 4.63725e-05 5.14738e-05 5.09314e-05 7.26423e-05 7.08756e-05 6.24633e-05 2.81904e-05
threshold=0.086580000000000004 0.090980000000000019 0.11259000000000001 0.088285000000000016 0.085770000000000027 0.077565000000000009 -0.011209999999999999 -0.10653
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6
right_child=-2 -3 -4 -5 7 6 -8 -9
leaf_value=1.2610288515172663e-05 -0.00050356283704575285 -0.00034945839068678943 -0.00032600479935523149 -0.00025010232130312645 0.00016826530347718353 0.00015167697437448187 0.00074788675865074033 -0.00027105439500827735
leaf_weight=0.0015276066309241991 0.0010288357823586983 0.0010165233372201902 0.001000005785676765 0.0010738083989213281 0.0010119420446853418 0.0010550732553950598 0.0018783694799532976 0.0012617625842284625
leaf_count=790 579 252 119 480 118 313 340 130
internal_value=0 4.70803e-05 9.28416e-05 0.000146481 0.000209714 0.000355096 0.000533448 -7.55294e-05
internal_weight=0 0.00982509 0.00880857 0.00780856 0.00673475 0.00446105 0.00293344 0.0022737
internal_count=3121 2542 2290 2171 1691 1443 653 248
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 0 52
split_gain=6.26303e-05 4.85741e-05 5.7387e-05 7.21623e-05 4.98688e-05 9.2807e-05 9.86277e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.053834999999999994 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00043972787375414027 -0.00046811382472890234 -0.00031125676754116337 -0.00027687106656751906 0.0005439164798777638 0.00054767215598793245 -0.00048689542995186843 0.00032059814701340157
leaf_weight=0.0010748814967902016 0.0010024689014993494 0.001817054424159365 0.0017948845121626717 0.0010871016545726123 0.0012784519535552572 0.0012441959082550615 0.0010918966319389475
leaf_count=219 579 337 919 206 562 258 41
internal_value=0 4.74907e-05 -3.22247e-06 8.29335e-05 -9.70755e-06 0.000122959 -0.000109471
internal_weight=0 0.00938847 0.00831359 0.00649653 0.00540943 0.00361454 0.00233609
internal_count=3121 2542 2323 1986 1780 861 299
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=7
num_cat=0
split_feature=1 16 52 12 49 16
split_gain=1.8085e-05 2.82219e-05 3.49275e-05 3.18914e-05 4.96441e-05 2.33105e-05
threshold=0.11588000000000001 -0.49446999999999991 0.089325000000000015 0.084100000000000022 -0.006494999999999999 -0.06421499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=0.01184234496778261 0.016511434120946411 -0.011859335288983024 -0.017040350182607956 -0.01448678773090115 0.016042283119469095 -0.0031629425069977508
leaf_weight=0.0011138857013318557 0.001296099207097889 0.0010169354432909734 0.0018064031389235218 0.0011072932414498606 0.0017099422724659794 0.0011248576978006336
leaf_count=178 241 217 641 1327 343 174
internal_value=0 -0.00270349 -0.00557597 -0.000174724 0.00563692 0.00737006
internal_weight=0 0.00675446 0.00564057 0.00383417 0.00272688 0.00242096
internal_count=3121 2706 2528 1887 560 415
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=6
num_cat=0
split_feature=43 3 457 43 1
split_gain=1.72779e-05 6.51671e-05 2.48655e-05 3.89636e-05 8.17862e-05
threshold=-0.043144999999999996 -0.075944999999999985 0.045365000000000009 0.05259500000000001 0.111945
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0057097020600260506 -0.025527588668208808 0.023444224037831505 0.010699456484590877 0.0075755300059567182 0.0054795602294893768
leaf_weight=0.0019279367172891143 0.0019475033959496981 0.0012729537115712085 0.0010552507017449544 0.0014436993608695518 0.001510393529893541
leaf_count=1024 912 451 132 422 180
internal_value=0 0.00588445 -0.00322509 -0.00622287 -0.0119838
internal_weight=0 0.00320089 0.00595685 0.0049016 0.0034579
internal_count=3121 1475 1646 1514 1092
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=6
num_cat=0
split_feature=52 52 0 4 2
split_gain=1.53073e-05 3.75376e-05 3.81838e-05 4.4051e-05 6.50213e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.25615500000000008 0.086950000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0077447471833691165 -0.017703807023356982 0.014093184913988739 0.019929295241790435 -0.021202600102782434 -0.0094947851557133939
leaf_weight=0.0019796733678369366 0.0012806612345433099 0.0016496678538052952 0.0012435720974562168 0.001086376035389529 0.0018961202844665417
leaf_count=771 438 234 756 214 708
internal_value=0 -0.00219066 0.00119055 -0.00384607 0.00215953
internal_weight=0 0.0071564 0.00587574 0.00422607 0.00313969
internal_count=3121 2350 1912 1678 1464
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=8
num_cat=0
split_feature=52 52 49 4 1 15 0
split_gain=1.45595e-05 2.55425e-05 3.77482e-05 6.85666e-05 3.81073e-05 2.81482e-05 9.94801e-06
threshold=0.15116000000000002 0.070205000000000017 -0.080089999999999981 -0.034939999999999992 0.11181500000000001 -0.13578499999999996 -0.14226499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.015769442913451379 -0.011337883581857342 0.012313463228612537 -0.025940997156863072 0.018103975570105429 -0.019905325431269466 0.0030236005217586441 0.0040372966881091722
leaf_weight=0.0010567200129105621 0.001012899161943766 0.00169053915190941 0.0012023937320717716 0.0010044231118253556 0.0010400110464355548 0.0011034959675867565 0.0010065833438910423
leaf_count=220 377 686 695 125 174 133 711
internal_value=0 0.00137851 -0.00150378 -0.00491115 0.00117528 -0.00810132 0.0110631
internal_weight=0 0.00810417 0.00641363 0.00535691 0.00415451 0.00214351 0.00201101
internal_count=3121 2744 2058 1838 1143 307 836
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=7
num_cat=0
split_feature=159 160 52 42 15 0
split_gain=1.56197e-05 6.65505e-05 4.68141e-05 4.94484e-05 4.32929e-05 3.50961e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.081660000000000024 -0.011859999999999997 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.024013022475566526 0.010229484730062455 -0.013827367564218492 0.021591996904247131 0.014083977431469281 -0.021161963129004226 0.0094932044398533602
leaf_weight=0.0011420448343659314 0.0012754230100162469 0.0010632597629478548 0.0010410793107212928 0.0014974430943588864 0.0014348914886636783 0.0016417774625493208
leaf_count=684 527 82 202 688 596 342
internal_value=0 -0.00170533 0.00210939 -0.00148855 -0.00712125 0.000326667
internal_weight=0 0.0078205 0.00667845 0.00563737 0.00413993 0.00270504
internal_count=3121 2594 1910 1708 1020 424
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=8
num_cat=0
split_feature=1 52 15 0 43 43 16
split_gain=7.37655e-05 4.78797e-05 0.000100782 8.23451e-05 7.94292e-05 7.76534e-05 8.4138e-05
threshold=0.13686500000000004 -0.049749999999999996 -0.11713499999999999 -0.15202999999999997 -0.15582499999999996 -1.0000000180025095e-35 -0.013024999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=-0.00029117318012314891 0.00049316345888163616 -0.0005540182574601633 0.00047196292283647388 0.00038971447995350027 -0.00059451625245543406 -0.00020790208825131835 0.00048529083260726214
leaf_weight=0.0010603565588344077 0.0010217965288456922 0.001766379550207817 0.0010432227252004734 0.0019182837281890549 0.0010474673237509677 0.0020023003738374079 0.0010141800936653918
leaf_count=70 169 283 140 816 1073 479 91
internal_value=0 -6.0317e-05 -0.000150299 0.000147327 -1.06681e-05 -0.00013456 2.51584e-05
internal_weight=0 0.00985219 0.00687355 0.00297864 0.00510717 0.00406395 0.00301648
internal_count=3121 2952 2066 886 1783 1643 570
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.40535e-05 4.09053e-05 6.719e-05 3.17589e-05 4.75135e-05 4.61994e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.090545000000000014 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.026031851438486259 -0.01011896708039847 0.026060208511126327 0.0067763152365909159 0.0185028760187563 -0.013193346323138589 -0.0017200575801557625
leaf_weight=0.0012082255022455113 0.0011999956522467789 0.0010290507149716011 0.0012914438586693227 0.0015453108601762014 0.001396825876553316 0.0014312453143842021
leaf_count=325 630 1090 258 238 401 179
internal_value=0 0.00149558 -0.00908165 0.00638959 0.00153655 0.0098994
internal_weight=0 0.0079021 0.00249967 0.00540243 0.00385712 0.0024603
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=8
num_cat=0
split_feature=4 42 43 151 12 1 15
split_gain=1.59035e-05 2.89548e-05 6.48461e-05 5.86413e-05 4.83864e-05 3.02833e-05 2.84796e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.090455000000000021 0.094385000000000011 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -2
right_child=6 2 3 4 -6 -7 -8
leaf_value=-0.018101702302302684 0.015874252913944245 0.021149460422046826 0.015315261657804766 -0.03372211982131313 0.0045693989013539105 -0.0095727040291155793 -0.0048582383147612465
leaf_weight=0.0010292231109542546 0.0014573367414920501 0.0011595775221052264 0.0010207524292320867 0.0010040788421334947 0.0011172465836053053 0.0010754352389619054 0.0012149260145867162
leaf_count=797 266 391 225 606 526 150 160
internal_value=0 -0.00273519 0.000206094 -0.00555215 -0.0122153 -0.0212331 0.00644837
internal_weight=0 0.00640631 0.00537709 0.00421751 0.00319676 0.00207951 0.00267226
internal_count=3121 2695 1898 1507 1282 756 426
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=8
num_cat=0
split_feature=50 484 43 52 151 16 15
split_gain=6.97605e-05 5.6669e-05 4.00244e-05 5.02532e-05 9.54748e-05 8.89235e-05 6.52584e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.084960000000000022 -0.0083949999999999979 -0.056919999999999991 -0.10203999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00027654929392966539 -0.00049045568449872299 0.00047822208378336191 -0.00039985048437210014 -0.00038211504212980028 5.1881027390658569e-05 -0.00023909825376966574 0.00067124250103010549
leaf_weight=0.0015882249313344532 0.0010219994999797919 0.0010503135628489322 0.0015061310361288984 0.0015314887323189825 0.0012063166975201985 0.0012993785545027453 0.0014286177577836692
leaf_count=207 579 322 302 629 185 608 289
internal_value=0 4.83773e-05 -4.36381e-06 -6.83566e-05 1.99667e-05 0.000180681 0.000387689
internal_weight=0 0.00961047 0.00856016 0.00697193 0.00544044 0.00393431 0.00263493
internal_count=3121 2542 2220 2013 1384 1082 474
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=7
num_cat=0
split_feature=16 160 3 0 49 15
split_gain=1.48179e-05 6.89043e-05 7.07799e-05 4.2626e-05 3.15147e-05 1.61873e-05
threshold=-0.056919999999999991 -0.063384999999999983 -0.074479999999999977 -0.11756999999999999 -0.026779999999999995 -0.037864999999999989
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0073323305935975129 0.014726030720139041 -0.032337461898054393 -0.00076387850989612061 0.020716187306220914 -0.01588485282384523 0.0039513316835798791
leaf_weight=0.001049501086182264 0.0013325813572953333 0.0011330704320220578 0.001901571892557909 0.0013233971046926985 0.0013199631696582709 0.0010197104372196507
leaf_count=114 520 581 372 475 215 844
internal_value=0 -0.00422913 -0.0125528 0.00385624 -0.00560132 0.0134202
internal_weight=0 0.00436722 0.00303464 0.00471257 0.00236946 0.00234311
internal_count=3121 1473 953 1648 329 1319
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=7
num_cat=0
split_feature=0 0 3 42 150 2
split_gain=1.54124e-05 5.108e-05 3.50804e-05 4.23002e-05 3.34794e-05 5.04103e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.076840000000000006 0.075730000000000006 0.081835000000000019 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.013302270645534501 0.021137201091799222 -0.01933622317688799 -0.011038304996978549 -0.00410249370202765 0.016380460955484809 -0.015008439074524711
leaf_weight=0.0010441129406515586 0.0016128644714102803 0.0014718048921174842 0.0010121193800746355 0.0011286823901921082 0.0012051629614566054 0.0015817874420455138
leaf_count=161 238 1988 125 210 160 239
internal_value=0 -0.00350171 0.00487229 0.0107461 0.00258154 -0.00375151
internal_weight=0 0.00530287 0.00375367 0.00274155 0.00383106 0.0026259
internal_count=3121 2548 573 448 560 400
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=7
num_cat=0
split_feature=2 13 0 16 0 16
split_gain=1.60857e-05 3.58135e-05 3.12997e-05 4.74384e-05 2.88362e-05 2.85901e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -0.083539999999999989 0.0059850000000000016 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=0.00018665492080275801 0.017816254388909002 0.008022292949035871 0.016609102099638482 -0.025981038788220074 -0.0055133957109866887 -0.01363632485175246
leaf_weight=0.0016667845494125033 0.0013747673969480892 0.0012711825547471515 0.001110160439292277 0.0011855492962549788 0.0012556218739271524 0.0011708290414855355
leaf_count=699 200 257 98 1256 149 462
internal_value=0 0.00490602 -0.0036363 -0.0106897 0.00486775 -0.00236199
internal_weight=0 0.00381678 0.00521812 0.00285233 0.00236578 0.00244201
internal_count=3121 919 2202 1955 247 719
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 43
split_gain=1.33742e-05 3.39405e-05 3.30717e-05 7.27489e-05 5.41299e-05 5.40521e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.01694056945042062 -0.0095076224753199746 -0.00048257421624118614 -0.016320306177637724 -0.019286175575635958 -0.0060348687730785479 0.029437359975369188
leaf_weight=0.0012075666419192896 0.0012768551571063708 0.0010017054857136424 0.0011983100273254416 0.0012284280486640061 0.0015841439504293685 0.0015200203250366716
leaf_count=148 501 765 136 230 936 405
internal_value=0 0.00153876 -0.0013083 0.00206404 0.00845177 0.0175523
internal_weight=0 0.00774017 0.00653261 0.0053343 0.00410587 0.00252173
internal_count=3121 2620 2472 2336 2106 1170
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=7
num_cat=0
split_feature=1 4 3 3 13 15
split_gain=1.51308e-05 3.42808e-05 2.96645e-05 9.58033e-05 1.70243e-05 1.32888e-05
threshold=0.094385000000000011 -0.080924999999999983 -0.077774999999999983 0.083060000000000009 -0.029529999999999997 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.0052525266581291445 -0.0070086278223909617 -0.014896837036656663 0.033089423648062298 0.0042296755455953454 0.01236367246381158 -0.011442422377250133
leaf_weight=0.0010731906737219479 0.0017189751045581219 0.0017887423074230903 0.0011115091652672054 0.0011741120344168259 0.0011222460347008844 0.0010034313420240401
leaf_count=246 277 1480 376 161 452 129
internal_value=0 -0.0046204 0.00363735 0.00920132 0.00375238 -0.00299217
internal_weight=0 0.00398418 0.00500803 0.00328905 0.00219544 0.00217754
internal_count=3121 2178 943 666 698 290
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=8
num_cat=0
split_feature=147 151 4 2 52 0 4
split_gain=5.44424e-05 6.2321e-05 9.70998e-05 3.60041e-05 5.04538e-05 6.10174e-05 5.75033e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.10882500000000002 0.089325000000000015 -0.10607499999999999 -0.07168999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00039476647884701137 0.00042870574299251179 0.00030746183687363368 0.00058789591438783428 0.00020509651689414119 -0.00043814974086093535 0.00010125462070603245 -0.00056017828446742557
leaf_weight=0.0016468347822641135 0.0010173129757544549 0.0013824644047048347 0.0010227171373033009 0.001485191806254592 0.0015353966408318378 0.0010179822833256166 0.0010034680603172304
leaf_count=462 124 169 237 346 561 733 489
internal_value=0 -4.95907e-05 2.67395e-05 -6.25911e-05 -0.000143082 -9.98573e-06 -0.000227087
internal_weight=0 0.00909406 0.00744722 0.0064245 0.00493931 0.00340391 0.00202145
internal_count=3121 2997 2535 2298 1952 1391 1222
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=8
num_cat=0
split_feature=376 48 12 0 151 160 1
split_gain=4.06156e-05 5.97028e-05 8.15144e-05 8.29519e-05 5.83865e-05 8.74361e-05 0.00010935
threshold=0.048375000000000008 -0.032929999999999994 0.095330000000000012 -0.053834999999999994 -0.0083949999999999979 -1.0000000180025095e-35 0.095025000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00040109729612818653 0.00035598941883015087 -0.00037422096344068187 -5.458152040622986e-05 -0.00084084947543124555 -0.00033484713625392556 -8.7401728587731541e-05 0.00057637890086767495
leaf_weight=0.0010197770079568491 0.0010702476515551717 0.0012352939034708079 0.0010529121186646849 0.0010114245530982329 0.0013181053475093182 0.0018722951821287161 0.0019458483819604
leaf_count=167 166 323 481 169 575 977 263
internal_value=0 -4.70224e-05 -0.000101194 -0.000439815 8.51716e-06 0.000100568 0.000250882
internal_weight=0 0.00945566 0.00843588 0.00206434 0.00637154 0.00513625 0.00381814
internal_count=3121 2955 2788 650 2138 1815 1240
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=6
num_cat=0
split_feature=4 457 16 2 43
split_gain=1.51632e-05 2.84717e-05 3.98743e-05 8.41242e-05 4.74423e-05
threshold=0.27287000000000006 0.045365000000000009 -0.08453999999999999 0.10699500000000002 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.016630697692994335 0.0077092110519091442 0.012937797738051657 0.0041630756131920089 0.024882272838870713 -0.021140388542501339
leaf_weight=0.0019456073095340158 0.0019789726872583438 0.0010562909614355845 0.001560387900467022 0.0010669311523906211 0.0014110314340883617
leaf_count=741 352 251 651 338 788
internal_value=0 -0.00219833 -0.00487017 0.000795853 -0.00785273
internal_weight=0 0.00704025 0.00598396 0.00403835 0.00297142
internal_count=3121 2769 2518 1777 1439
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=8
num_cat=0
split_feature=147 151 4 52 2 0 4
split_gain=5.05244e-05 7.90343e-05 9.67564e-05 4.01334e-05 5.56548e-05 0.000100006 0.000114693
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 -0.092399999999999982 0.11093500000000002 0.089620000000000019 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00043942872018151149 0.00041738001204866991 -0.00038184674345296703 0.00059483700098404214 0.00054307862474433364 0.00037594590796853747 -0.00060874825497064886 -0.00024205530617526101
leaf_weight=0.0016181202084583519 0.0010019234419441506 0.0011562344127961002 0.0010354633095773667 0.0012511888130895331 0.0012874529274648772 0.0010605877742077482 0.0016702671816504438
leaf_count=462 124 463 237 1165 199 52 419
internal_value=0 -4.65941e-05 3.86005e-05 -5.10332e-05 2.1554e-05 -9.30261e-05 9.41985e-05
internal_weight=0 0.00907931 0.00746119 0.00642573 0.0052695 0.00398204 0.00292146
internal_count=3121 2997 2535 2298 1835 1636 1584
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=8
num_cat=0
split_feature=50 3 15 0 2 3 150
split_gain=6.98453e-05 5.07492e-05 9.2653e-05 8.93026e-05 7.63522e-05 0.00010513 5.05478e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.016799999999999995 -0.10096999999999999 0.10559 -0.012304999999999998 0.081835000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.0003435322329278302 -0.00050117587231135257 -0.00023553535524414333 3.0573383931197584e-05 -0.00065144124786396947 -0.00023654668989432664 0.00084350991112118749 0.00030129475140282578
leaf_weight=0.001759310605514112 0.0010025465233879189 0.0017658770180576737 0.0013594894089281383 0.001293913649544916 0.0010420476493084915 0.0011117639144316656 0.0010909786822782771
leaf_count=257 609 240 895 740 148 96 136
internal_value=0 4.32017e-05 -2.57401e-05 -0.000224086 0.000208594 0.000396296 -3.05302e-05
internal_weight=0 0.00942338 0.00766407 0.00415077 0.0035133 0.00247125 0.00285686
internal_count=3121 2512 2255 1116 1139 991 376
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=8
num_cat=0
split_feature=147 151 4 2 52 2 43
split_gain=4.16217e-05 7.22504e-05 9.43177e-05 3.22633e-05 6.36378e-05 5.57068e-05 0.000122536
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.10882500000000002 0.089325000000000015 0.089885000000000007 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00042489874454624112 0.00037455304961246221 0.00028421999052175993 0.00059124746149541972 0.00020175423606980721 -0.00046236015397083818 0.00038187477171487065 -0.00063186973148313141
leaf_weight=0.0015961102848334316 0.0010025336301117535 0.0011679942181134946 0.0010118959846068896 0.0014652064266260966 0.0015233818038937951 0.0011031171017191537 0.0010808537525961691
leaf_count=462 124 354 237 346 561 393 644
internal_value=0 -4.67542e-05 3.53355e-05 -5.33831e-05 -0.00013006 2.09612e-05 -0.000156076
internal_weight=0 0.00894856 0.00735245 0.00634055 0.00487535 0.00335197 0.00224885
internal_count=3121 2997 2535 2298 1952 1391 998
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=7
num_cat=0
split_feature=151 4 16 48 2 3
split_gain=1.42516e-05 5.81634e-05 4.78485e-05 4.45425e-05 3.81473e-05 2.38649e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088965000000000002 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.010725664129348 -0.020479476984789 0.025912586905846649 -0.013230925739709269 0.019408992855732884 0.0084428657429997511 0.0052383054018537026
leaf_weight=0.001095818853502714 0.0013355636975542996 0.0010682816655518679 0.0019969711129576222 0.0010231593132390944 0.0013686250121061221 0.0011696734765095605
leaf_count=369 369 81 1323 254 426 299
internal_value=0 0.00143794 -0.00390611 0.00113741 -0.00441724 0.0151071
internal_weight=0 0.00796227 0.00572432 0.00438876 0.0033656 0.00223796
internal_count=3121 2752 2372 2003 1749 380
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=7
num_cat=0
split_feature=16 160 2 4 4 1
split_gain=1.38887e-05 6.57894e-05 5.3661e-05 3.85763e-05 4.62184e-05 2.95512e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.096540000000000015 -0.0024449999999999997 0.181285 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.021123640026636144 0.013395515157004448 -0.026679901428030835 0.00048883471417981636 -0.018140679510135684 0.018258425147804683 -0.0032615312088348537
leaf_weight=0.0010038715225949286 0.0014382461146830931 0.001417761061520331 0.0014920360397814268 0.0011014470396312451 0.001150649702067323 0.0014325311215560002
leaf_count=935 557 533 383 318 168 227
internal_value=0 -0.00410077 -0.0127488 0.0037456 -0.000989026 0.0063243
internal_weight=0 0.00434804 0.0029098 0.0046885 0.00368463 0.00258318
internal_count=3121 1473 916 1648 713 395
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=7
num_cat=0
split_feature=52 13 2 3 1 3
split_gain=1.4933e-05 3.19307e-05 3.83957e-05 4.37685e-05 5.87644e-05 1.5933e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 -0.13309499999999996 0.095285000000000022 -0.0080949999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.016603039145642696 -0.010050463942263109 -0.013201246232977215 -0.016540869153468047 -0.012165287708800859 0.020838059264576349 0.0053728881663076267
leaf_weight=0.0012022157380676239 0.0012760404050726438 0.0013032320387881303 0.0012960545001283064 0.0010652103204664156 0.0018619100014717342 0.0010083486608901239
leaf_count=148 501 208 344 1451 332 137
internal_value=0 0.00162545 -0.00113002 0.00268262 0.00794257 -0.00363667
internal_weight=0 0.00773697 0.00653476 0.0052387 0.00393547 0.00207356
internal_count=3121 2620 2472 2128 1920 1588
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=7
num_cat=0
split_feature=52 160 52 12 13 3
split_gain=1.33784e-05 3.13213e-05 4.81413e-05 3.92526e-05 8.09999e-05 4.08724e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10347000000000002 0.098810000000000023 -0.084034999999999985 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0072906648040493198 -0.015369584833470019 0.022902527385798194 0.02086621518087552 -0.020588492999855348 -0.024111318703568141 0.0023542355872646897
leaf_weight=0.001956346941027024 0.0014127202207371526 0.0012073069220600299 0.0010264870339319792 0.0010020622705763215 0.0010138076499668146 0.0013749304144818433
leaf_count=771 825 344 204 184 682 111
internal_value=0 -0.00205788 0.0012856 -0.0030856 0.0017917 -0.00887805
internal_weight=0 0.00703731 0.00562459 0.00459811 0.00359604 0.00238874
internal_count=3121 2350 1525 1321 1137 793
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=7
num_cat=0
split_feature=49 15 3 16 47 2
split_gain=1.35171e-05 3.27241e-05 3.22355e-05 4.77825e-05 5.32947e-05 4.46449e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.22339500000000004 0.086380000000000012 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.01936611526065922 -0.014610994841774309 -0.005647587669264157 0.029049982923316588 -0.015773898175657716 -0.0099044296357462171 0.0034362194031989086
leaf_weight=0.0010592757715879848 0.0015972748144770441 0.0010331015259843451 0.0012112118543450715 0.0012176089505814124 0.0012980277803059581 0.0015530369869448208
leaf_count=226 267 199 1181 319 263 666
internal_value=0 0.00701572 -0.00216342 0.00160223 0.00681048 0.0146594
internal_weight=0 0.00209238 0.00687716 0.00527989 0.00406228 0.00276425
internal_count=3121 425 2696 2429 2110 1847
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=7
num_cat=0
split_feature=13 16 159 16 151 13
split_gain=1.5542e-05 6.50814e-05 4.56818e-05 3.76161e-05 8.05198e-05 5.20505e-05
threshold=0.11217000000000001 0.22339500000000004 0.076905000000000015 -0.056919999999999991 -0.0083949999999999979 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.019514586959555283 0.0082089107330131413 -0.025608753256783828 0.020542224983079824 -0.015694986658876437 -0.0040042508610869353 0.025331310359281069
leaf_weight=0.0010781419658897782 0.0018271819042288071 0.0010126845917249891 0.0010687064468067756 0.001468060063097259 0.0010317639940166058 0.0014617017585019511
leaf_count=164 217 401 423 717 409 790
internal_value=0 -0.00212964 0.00176288 -0.00221945 0.00331948 0.0131926
internal_weight=0 0.00712106 0.00610837 0.00503967 0.00357161 0.00249347
internal_count=3121 2904 2503 2080 1363 1199
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=7
num_cat=0
split_feature=0 0 52 16 15 13
split_gain=1.63003e-05 4.23985e-05 3.0449e-05 5.24733e-05 2.9008e-05 4.67511e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.0064899999999999992 -0.27167499999999994 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.0099370414571379097 0.018725099149714257 -0.020752500450459569 -0.0048531534043659711 0.024095543689273646 -0.012209505988929215 0.014883411428107618
leaf_weight=0.0015472310791292262 0.0010942145845954598 0.0011309141858778455 0.0014263489012190317 0.0011161186128799691 0.0014963009423613065 0.001108945996619759
leaf_count=231 234 1936 243 138 209 130
internal_value=0 -0.00361509 0.00112387 0.00785504 0.00506157 -0.00067717
internal_weight=0 0.00522061 0.0040897 0.00254247 0.00369946 0.00260525
internal_count=3121 2548 612 381 573 339
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=7
num_cat=0
split_feature=49 3 3 1 47 0
split_gain=1.34249e-05 3.01438e-05 2.73209e-05 3.9969e-05 5.45987e-05 4.9167e-05
threshold=-0.043469999999999995 0.0051600000000000005 -0.13309499999999996 0.12408500000000001 0.086380000000000012 -0.043914999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.019101883368307149 -0.013639798877885698 -0.0050013984838335364 0.012812219944530585 0.017411658530330831 -0.023490035623954027 -0.013787865171805941
leaf_weight=0.0010358328057129239 0.0015892740630380599 0.0010395948297930065 0.0019457532360159938 0.001193219425112752 0.0010148608638746205 0.001080887932381566
leaf_count=294 267 131 1792 215 281 141
internal_value=0 0.0070284 -0.00215626 0.00133017 -0.00341775 0.00331268
internal_weight=0 0.00207543 0.006824 0.00523472 0.0040415 0.00302664
internal_count=3121 425 2696 2429 2214 1933
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=7
num_cat=0
split_feature=0 160 1 0 3 2
split_gain=1.45317e-05 3.76785e-05 6.62113e-05 7.15818e-05 2.78937e-05 4.85633e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 -0.13927999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.018007046840301747 0.018388948758192174 -0.016601453026167678 -0.0072814209230427224 0.02631987969498429 -0.012762876806831851 0.014748766192141605
leaf_weight=0.0013204318472121996 0.0010704345429543571 0.0013236514287343413 0.0011681307698326836 0.0013865504575109912 0.0014731383667084879 0.0011366980644666232
leaf_count=821 167 1291 114 322 171 235
internal_value=0 -0.00341686 0.00155058 0.0109556 0.00479518 -0.000780351
internal_weight=0 0.00519876 0.00387833 0.00255468 0.00368027 0.00260984
internal_count=3121 2548 1727 436 573 406
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=7
num_cat=0
split_feature=52 52 49 4 15 1
split_gain=1.38781e-05 3.13198e-05 3.17628e-05 6.54879e-05 4.33032e-05 4.70515e-05
threshold=0.11434500000000002 0.070205000000000017 -0.080089999999999981 -0.034939999999999992 -0.055554999999999993 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014831394520074356 -0.0097880172718119631 0.015380351348366354 -0.025343859516693282 0.0082110037799808834 0.016255242645830385 -0.018069468234528329
leaf_weight=0.0010113542243070884 0.001247254645556849 0.0013541820965526736 0.0011728143862623471 0.0012846252065031702 0.0013330609950820672 0.0014504307734840545
leaf_count=220 501 562 695 519 373 251
internal_value=0 0.00159242 -0.0013939 -0.00452493 0.00147704 -0.00572582
internal_weight=0 0.00760647 0.00625229 0.00524093 0.00406812 0.00273506
internal_count=3121 2620 2058 1838 1143 770
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=6
num_cat=0
split_feature=4 0 3 15 2
split_gain=1.48866e-05 3.0079e-05 7.66913e-05 5.76416e-05 4.89837e-05
threshold=0.27834500000000006 -0.061629999999999997 0.090900000000000009 -0.094549999999999981 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00094142062125133856 0.007839423076251734 0.015149602167683816 0.0096383899693312756 -0.032347306918914014 -0.011190854242211846
leaf_weight=0.0010114357133016263 0.001896932167986541 0.0018955820508632796 0.0015184739842940553 0.0013841842299960124 0.0011250005633677189
leaf_count=327 340 211 152 1831 260
internal_value=0 -0.00215779 -0.00794339 -0.0190877 0.00533923
internal_weight=0 0.00693468 0.00391409 0.00239562 0.00302058
internal_count=3121 2781 2310 2158 471
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=8
num_cat=0
split_feature=42 43 3 16 15 4 15
split_gain=1.39732e-05 3.56482e-05 3.20612e-05 2.25512e-05 3.26397e-05 8.93013e-05 2.57754e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.086869999999999989 0.071345000000000006 -0.095869999999999983 0.0052350000000000009 -0.24436499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0096925065703229521 0.000748178970098391 0.002515046013557648 0.025678766196539467 -0.015574171266586449 -0.010021513084184336 0.028760319056008555 -0.020113501808961338
leaf_weight=0.0012751604733552023 0.0010653299497293334 0.0010073314989315053 0.0010000901705556804 0.001076137855264705 0.0012427974244394561 0.0011369002697798158 0.0010061721667975389
leaf_count=862 189 134 852 218 586 139 141
internal_value=0 0.00162672 0.0128197 -0.00260017 0.00057788 0.0085065 -0.00879271
internal_weight=0 0.00753476 0.00206542 0.00546934 0.0043932 0.0023797 0.0020135
internal_count=3121 2259 1041 1218 1000 725 275
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=7
num_cat=0
split_feature=484 42 15 51 1 1
split_gain=1.34359e-05 2.5282e-05 5.02043e-05 4.63679e-05 4.39208e-05 5.5588e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.040760000000000005 0.084305000000000019 0.11039500000000001 0.089770000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.015245554690854885 0.010265527920262515 -0.013036875492755926 0.021352892287884732 0.013722900770815083 -0.020782860765708216 0.016374438886122292
leaf_weight=0.0011390418681974952 0.0011117236221242317 0.0014329563440052949 0.0010138487978453917 0.0012920611543712768 0.0016312297402005112 0.0011651218607907634
leaf_count=806 394 473 643 263 264 278
internal_value=0 -0.00149729 0.000898938 -0.00285687 -0.00792202 0.000152783
internal_weight=0 0.00767426 0.00653522 0.00552137 0.00422931 0.00259808
internal_count=3121 2727 1921 1278 1015 751
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=7
num_cat=0
split_feature=0 12 4 4 4 15
split_gain=1.47458e-05 4.39149e-05 3.32879e-05 5.03015e-05 3.86762e-05 3.11909e-05
threshold=-0.019414999999999998 0.080890000000000017 0.40473500000000007 0.098655000000000007 0.0061450000000000003 -0.0063699999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.02012249539918631 0.021218375158904887 -0.0043872927295931794 0.012721821519862628 -0.023111579081020021 0.012611351648233418 0.0040863830338860423
leaf_weight=0.001127949057327909 0.0011280664397053681 0.0016487294458934132 0.0011223817441372314 0.0013125508677556191 0.0014163568994018647 0.0010076456433157008
leaf_count=834 193 172 232 227 330 1133
internal_value=0 0.00601495 -0.00280175 -0.00638348 -0.000201959 -0.00869993
internal_weight=0 0.0027768 0.00598688 0.0048645 0.00355195 0.00213559
internal_count=3121 365 2756 2524 2297 1967
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 4
split_gain=4.69186e-05 8.26135e-05 4.47337e-05 4.60241e-05 5.51785e-05 5.88477e-05 0.000117443 2.82279e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00040245702054292538 0.00056707316918664166 0.00040268824215402958 -0.00039482870766450979 0.000374817753663737 0.00024733474304015272 -0.00082709196656386276 8.5480563281086449e-05 -0.00017261969499887862
leaf_weight=0.0010204508964103192 0.0010182234464439126 0.0010866572148093565 0.0010915682270642496 0.0010254309713539156 0.0015015742479907931 0.0010692446218732434 0.0010999584578941981 0.0010426676936144755
leaf_count=161 231 223 148 162 85 669 107 1335
internal_value=0 4.13445e-05 -2.62698e-05 3.26717e-05 -3.7391e-05 -0.000127069 -0.000364345 7.52312e-05
internal_weight=0 0.00893532 0.0079171 0.00682553 0.00573888 0.00471345 0.0021692 0.00254424
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=7
num_cat=0
split_feature=1 42 3 2 2 16
split_gain=1.37292e-05 2.97122e-05 4.23152e-05 3.11257e-05 5.29271e-05 2.27755e-05
threshold=0.11588000000000001 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014 -0.06421499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=0.019948450386845475 0.015890169016123914 -0.013258000214668695 -0.01122675416769723 -0.014773842829228917 0.019749689226463956 -0.0039444680154744026
leaf_weight=0.0010105767059434738 0.001232877284093157 0.0018088309413111358 0.0011054703598939396 0.0014145012924506256 0.0011008906391857562 0.0010914188655618007
leaf_count=237 241 1368 599 220 282 174
internal_value=0 -0.00238938 0.00185541 -0.00319433 0.00422932 0.00657643
internal_weight=0 0.00644027 0.00463144 0.00362086 0.00220636 0.0023243
internal_count=3121 2706 1338 1101 881 415
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=8
num_cat=0
split_feature=376 43 16 48 1 15 4
split_gain=4.53977e-05 7.12932e-05 8.01774e-05 3.19736e-05 6.81827e-05 9.5864e-05 3.03868e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 0.085845000000000019 0.077565000000000009 -0.10203999999999998 0.038415000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00039357064757329706 0.0003911259425979007 -0.00038661372828657363 -0.00060946022005138156 -0.00024134582918945209 -0.000184056282753277 0.00022698266237505403 0.00069962501755827628
leaf_weight=0.0012364633573798758 0.0010271335474130684 0.0010488359173092968 0.0010786243099319111 0.0020010397858808114 0.0015825541276609976 0.0010822197548214329 0.0010120267265463336
leaf_count=189 166 1139 436 376 214 491 110
internal_value=0 -4.38824e-05 -0.000113181 -3.36023e-05 5.43654e-05 0.000180158 0.000455383
internal_weight=0 0.00904176 0.0078053 0.00672668 0.00472564 0.0036768 0.00209425
internal_count=3121 2955 2766 2330 1954 815 601
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=9
num_cat=0
split_feature=50 157 51 15 0 49 12 15
split_gain=7.02556e-05 3.94805e-05 5.59845e-05 5.32732e-05 5.29862e-05 8.21471e-05 0.000151767 4.98319e-05
threshold=0.083090000000000011 -0.06266999999999999 -0.031924999999999995 -0.095869999999999983 0.15398500000000004 -0.069799999999999987 0.079890000000000017 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.00039145921693411936 -0.00050034084351466908 -0.00040176291799685546 0.00010368074749159074 -0.0001181761404744988 -0.00017163638542569797 0.001089689188216478 8.7925453720242444e-05 -0.00044689396644693357
leaf_weight=0.0011191370032025633 0.0010019623623356644 0.0011538684999125243 0.0012867464786748724 0.0011759803972634271 0.0011947418992975982 0.0010142823010422081 0.0013625121018111656 0.0012421441919712381
leaf_count=334 597 328 254 194 49 134 1025 206
internal_value=0 4.54307e-05 -5.05267e-07 6.31248e-05 0.000185574 0.000305699 0.000515422 -0.000166751
internal_weight=0 0.00954941 0.00843028 0.00727641 0.00474752 0.00355277 0.00237679 0.00252889
internal_count=3121 2524 2190 1862 1402 1353 1159 460
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=8
num_cat=0
split_feature=52 13 15 3 150 15 12
split_gain=1.34185e-05 3.72241e-05 4.32144e-05 2.92405e-05 6.07383e-05 9.06348e-05 2.49408e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.089024999999999979 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.0025241962322634245 -0.0096426520803093441 0.032694031614344206 0.025296911422051413 -0.01690710417399521 -0.019687975304588826 0.006718927230320474 -0.015243330833216337
leaf_weight=0.0010430744740366046 0.0012429462126704784 0.0010062491192861143 0.001201350335208457 0.0011759208968552259 0.0010594209683944971 0.0010703991689123703 0.0010002921559884386
leaf_count=462 501 342 314 133 158 152 1059
internal_value=0 0.00156957 0.0123673 -0.00299246 0.000963319 0.00807376 -0.00389042
internal_weight=0 0.00755671 0.00224442 0.00531228 0.00413636 0.00307694 0.00207069
internal_count=3121 2620 776 1844 1711 1553 1211
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=8
num_cat=0
split_feature=50 484 2 0 16 15 1
split_gain=6.24101e-05 6.8319e-05 3.57335e-05 9.12695e-05 8.29692e-05 6.71508e-05 7.94478e-05
threshold=0.079410000000000008 0.084040000000000017 0.10912000000000001 0.12113000000000002 -0.16927999999999996 -0.016799999999999995 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.0001720214590857084 -0.00045923283640784333 0.000513059600553818 -0.00013862733985851636 -0.00060121602562187562 0.00060115870974260493 0.00033142088908285033 -0.00044748024564606593
leaf_weight=0.0015493654532268025 0.001028085290308507 0.0010822893605322804 0.0012943031321218017 0.0010993647754722726 0.001060377046018885 0.0017551018923909261 0.0016366109725377367
leaf_count=540 609 322 164 86 304 924 172
internal_value=0 4.9402e-05 -1.03722e-05 -9.02426e-05 0.000194519 2.34464e-05 -0.000146212
internal_weight=0 0.00947741 0.00839512 0.00604044 0.00235468 0.00494108 0.00318598
internal_count=3121 2512 2190 1722 468 1636 712
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=9
num_cat=0
split_feature=14 15 1 4 15 4 0 4
split_gain=4.60376e-05 7.23778e-05 5.87699e-05 7.16763e-05 7.61379e-05 5.87282e-05 9.8459e-05 5.44865e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.12500000000000003 0.25615500000000008 -0.095244999999999982 -0.080924999999999983 -0.11013499999999998 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00038719322136307244 0.00051915075612812703 0.00045515186358283875 0.00039224034326600923 -0.0005615284292619238 -0.00028102494553738878 2.5154664286643935e-05 -0.00079026918593676806 0.00028901421391944491
leaf_weight=0.0010759011263190748 0.0010779042355965667 0.0011275860991513459 0.0011456490070683419 0.0010420869977441072 0.0010090800585577388 0.0012721290370788147 0.0010304701456087502 0.0017851572069365789
leaf_count=161 231 216 95 130 166 151 1315 656
internal_value=0 4.07833e-05 -2.0513e-05 -8.55883e-05 -5.90686e-06 -0.000107908 -0.000339768 8.31566e-05
internal_weight=0 0.00949006 0.00841216 0.00726651 0.00622442 0.00509684 0.0023026 0.00279424
internal_count=3121 2960 2729 2634 2504 2288 1466 822
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=7
num_cat=0
split_feature=1 0 42 48 15 16
split_gain=1.47872e-05 4.14319e-05 3.33311e-05 4.01797e-05 4.91296e-05 4.48393e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.087215000000000015 -0.016799999999999995 -0.081779999999999978
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.02173606734725643 0.0099093028190280208 0.0045141583457287172 0.016352300968740848 -0.015093572445413534 0.021255762495207442 -0.017740489385242208
leaf_weight=0.0010423546108411751 0.0011826357920788184 0.0014208952396244064 0.001369454778337797 0.0014780149490960666 0.0011738116325693032 0.0011635553070717939
leaf_count=1561 177 75 532 217 402 157
internal_value=0 -0.00659395 0.00253044 -0.00125674 0.00455321 -0.00380316
internal_weight=0 0.00246325 0.00636747 0.00499802 0.00352 0.00234619
internal_count=3121 1636 1485 953 736 334
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 52 2
split_gain=3.79837e-05 4.98048e-05 5.47547e-05 4.92333e-05 5.72049e-05 3.60481e-05 3.83078e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.10347000000000002 -0.081429999999999989 0.090935000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00035238059874343803 0.00031608693716584567 -0.00058920780678179752 3.295041341805336e-05 0.00010520877159699429 0.00034762952081232378 -3.8140227187235222e-05 -0.00052217500240069514
leaf_weight=0.0010306711132719729 0.0018000306814706796 0.0011770950232438701 0.0010109249403887188 0.0011880881174747759 0.0010170495908763174 0.0011261226541997113 0.0014229557479038992
leaf_count=180 800 411 244 388 256 604 238
internal_value=0 -4.56067e-05 -0.000301754 3.99035e-05 -6.46644e-05 -0.000176868 -0.00030834
internal_weight=0 0.00874227 0.00218802 0.00655425 0.00475422 0.00373717 0.00254908
internal_count=3121 2941 655 2286 1486 1230 842
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=8
num_cat=0
split_feature=376 43 3 0 42 3 2
split_gain=5.32137e-05 5.94736e-05 5.8479e-05 9.00378e-05 8.51117e-05 4.96268e-05 6.41534e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 0.083995000000000014 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00036155001875237344 0.00041587185634040788 -0.00045379142223644247 -0.00035117320599157214 -0.00050455971093531801 0.00053521818618150648 0.00041981210147467408 -0.0002271803528306802
leaf_weight=0.001471027085246524 0.0010327140197285293 0.0012355142314744083 0.0015818176284571146 0.0014364840081236572 0.0010961927211959243 0.0011838590179241992 0.0011730881814707925
leaf_count=260 166 321 824 266 1053 106 125
internal_value=0 -5.35958e-05 8.65776e-06 -7.15584e-05 5.19778e-05 -8.25122e-05 9.77942e-05
internal_weight=0 0.00917798 0.00794247 0.00647144 0.00503496 0.00393876 0.00235695
internal_count=3121 2955 2634 2374 2108 1055 231
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=7
num_cat=0
split_feature=15 151 15 0 4 4
split_gain=6.04544e-05 4.49241e-05 5.67217e-05 4.53779e-05 8.63439e-05 8.35142e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.095869999999999983 -0.11242999999999999 -0.083854999999999985 -0.49405499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.00037863574633639362 0.00025662459604585026 -0.0004579859459066495 0.00024351596062533316 -0.0003778705482001722 -0.00048712403273095301 0.00032580461546104461
leaf_weight=0.0014266657761300523 0.0014869120525117588 0.0014983525398459445 0.0016686008690704234 0.0010090123086267111 0.0016792262078550212 0.00181463996040867
leaf_count=253 454 286 203 145 1342 438
internal_value=0 -5.52996e-05 -0.000115771 -3.26856e-05 -0.000135036 7.43512e-05
internal_weight=0 0.00915674 0.00766983 0.00617148 0.00450288 0.00282365
internal_count=3121 2868 2414 2128 1925 583
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=9
num_cat=0
split_feature=48 376 12 1 2 0 3 0
split_gain=5.88616e-05 8.46767e-05 7.27683e-05 7.48357e-05 8.93293e-05 7.43222e-05 6.71955e-05 3.80477e-05
threshold=-0.032929999999999994 0.048375000000000008 0.095330000000000012 0.10508500000000001 0.090935000000000016 -0.053834999999999994 0.12178000000000001 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -4 -5 -2
right_child=1 -3 5 6 -6 -7 -8 -9
leaf_value=0.00041952454172509713 -0.00017139088963591043 0.00048498855060139602 -6.3899852309559185e-05 0.00056832312533886182 -0.0004936402369891792 -0.00080801034222575138 -7.7206470943520271e-05 0.0003464087163931266
leaf_weight=0.0011591947349068677 0.0010690459050310471 0.0010228572894998627 0.0010414188684690867 0.0012877292650480456 0.0018396643609444644 0.0010229990831286842 0.0011955557590398866 0.0011142416355624755
leaf_count=180 138 153 481 211 490 169 148 1151
internal_value=0 -4.82512e-05 -0.00011189 -1.01184e-05 -0.000175337 -0.000432635 0.000257539 9.28683e-05
internal_weight=0 0.00959351 0.00857065 0.00650624 0.00402295 0.00206442 0.00248329 0.00218329
internal_count=3121 2941 2788 2138 1779 650 359 1289
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.45686e-05 4.09559e-05 5.32861e-05 3.39499e-05 4.456e-05 4.04691e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.090545000000000014 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.024583724305008933 -0.010361921850665312 0.024950498721670586 0.0050753518787422045 0.019110616675641779 -0.012950432935585897 -0.0013367909921193327
leaf_weight=0.0011678404918148545 0.0011812155715664342 0.0010036320548560884 0.0012585845283772082 0.001519605445668825 0.0013748030095371028 0.0014061799720116669
leaf_count=325 630 1090 258 238 401 179
internal_value=0 0.00156204 -0.00919959 0.00648496 0.00141548 0.00961127
internal_weight=0 0.00773065 0.00242643 0.00530422 0.00378462 0.00240981
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=9
num_cat=0
split_feature=50 484 43 16 16 457 3 16
split_gain=6.28522e-05 7.08304e-05 4.18377e-05 4.69221e-05 6.97062e-05 6.74995e-05 8.53373e-05 3.92574e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 0.22339500000000004 -0.0098449999999999979 0.045365000000000009 0.095270000000000007 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00027697244739304877 -0.00046902245447908364 0.0005291619374787035 -0.00034066372920991354 -0.00045309591763552213 0.00042640185833291866 0.00031965316984884152 -0.00072215693177713999 0.00016278284025977795
leaf_weight=0.0015492883933263136 0.0010053969568389167 0.001040593165511596 0.0010291178324492868 0.0010887440075731739 0.0011326345383704112 0.0010436661279228758 0.0010306521485465439 0.0014132589583788007
leaf_count=201 609 322 149 357 353 122 103 905
internal_value=0 4.69765e-05 -1.35686e-05 -8.03729e-05 -8.54132e-06 -0.00011761 -0.000249011 -4.9349e-05
internal_weight=0 0.00932796 0.00828736 0.00673807 0.00564933 0.0045167 0.00347303 0.00244238
internal_count=3121 2512 2190 1989 1632 1279 1157 1054
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.46106e-05 3.60518e-05 4.01353e-05 2.56709e-05 3.99725e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 -0.083364999999999981 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014149512583286967 0.0076260366843869214 -0.022440435169740879 0.0085288026734518917 -0.016156859649400272 0.0073645920357715338
leaf_weight=0.0011341984190997526 0.001952442120284178 0.001110564067639255 0.0016975004447981439 0.001824123621814837 0.0011963310741215094
leaf_count=456 352 154 592 1399 168
internal_value=0 -0.00216254 -0.00533678 -0.00131073 -0.00684057
internal_weight=0 0.00696272 0.00582852 0.00471796 0.00302045
internal_count=3121 2769 2313 2159 1567
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=9
num_cat=0
split_feature=50 3 47 3 150 1 15 43
split_gain=7.22197e-05 4.80459e-05 4.62791e-05 6.58147e-05 8.86412e-05 5.43378e-05 4.69719e-05 2.95683e-05
threshold=0.079410000000000008 -0.15447499999999995 0.077555000000000013 0.090900000000000009 0.084120000000000014 1.0000000180025095e-35 -0.031204999999999997 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -4
right_child=-2 2 7 6 -6 -7 -8 -9
leaf_value=0.00043509525285316411 -0.00050717500955005498 -0.00015780912591177048 -2.2137075276718004e-06 0.00065410070695686242 -0.00053673591501792654 0.00043287662129180002 0.00010039121482911871 -0.0004615376044063824
leaf_weight=0.0010846725831822447 0.0010006022099506929 0.0012358886663584765 0.0010007348570573551 0.0010212411994935814 0.0011352363130280791 0.0011614412557786381 0.0013917510628077018 0.001167371475232518
leaf_count=176 609 1163 182 142 255 339 114 141
internal_value=0 4.75144e-05 -4.29927e-06 8.51254e-05 -8.53758e-05 0.000128362 0.000334735 -0.000249527
internal_weight=0 0.00919834 0.00811366 0.00594556 0.00353257 0.00239733 0.00241299 0.00216811
internal_count=3121 2512 2336 2013 1757 1502 256 323
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=7
num_cat=0
split_feature=52 13 3 150 15 4
split_gain=1.34336e-05 2.81485e-05 3.03539e-05 5.47318e-05 4.73158e-05 4.3884e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 -0.095244999999999982 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.015737332574112591 -0.0096025573905446082 0.023009286834681803 -0.01544226271069604 -0.016499548422143653 0.0112678280629534 -0.014327031693309289
leaf_weight=0.0011823703992398316 0.0012578004245363409 0.0013557199206610713 0.0011939123317872835 0.0012067151381352286 0.0015421700176121236 0.0011843367420836944
leaf_count=148 501 392 136 230 521 1193
internal_value=0 0.00154769 -0.00104027 0.0022108 0.00774161 0.000149964
internal_weight=0 0.00766522 0.00648285 0.00528894 0.00408223 0.00272651
internal_count=3121 2620 2472 2336 2106 1714
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 1 15
split_gain=6.42158e-05 6.08754e-05 0.000102583 5.9025e-05 9.13688e-05 4.96795e-05 0.000119336
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 0.094465000000000007 -0.21699999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00046756843381879547 0.00045577682802887883 -0.00049205218564727293 -0.00041861166481474638 -0.00018608329125096033 -0.0004995438395785874 -0.00015052378182580877 0.0006739809777977292
leaf_weight=0.0014971122727662949 0.0010584757240116116 0.0010778851704003828 0.0016773586533702749 0.0012036302443294376 0.0010761618619931773 0.0012560492479795778 0.001458702196705203
leaf_count=230 166 1026 852 349 171 147 180
internal_value=0 -5.40753e-05 3.71493e-06 -0.000100369 6.50845e-06 0.000145493 0.000292503
internal_weight=0 0.0092469 0.00816901 0.0066719 0.00499454 0.00391838 0.00271475
internal_count=3121 2955 1929 1699 847 676 327
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=7
num_cat=0
split_feature=49 15 3 4 15 12
split_gain=1.57752e-05 4.05496e-05 2.72186e-05 4.58007e-05 0.000108348 8.65464e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.021462048775086451 -0.013786436735648503 -0.0065430209173606762 -0.024821992898186818 0.017180730157251248 0.026575320339675065 -0.011699973408601407
leaf_weight=0.0010469370960691587 0.001592635245062428 0.0010214818804712496 0.0015545928943096112 0.0013294569563793712 0.0012952531660107554 0.0010861508438003455
leaf_count=226 267 199 836 286 253 1054
internal_value=0 0.00763184 -0.00233155 0.00113319 -0.00428716 0.00911808
internal_weight=0 0.00206842 0.00685809 0.00526545 0.003936 0.0023814
internal_count=3121 425 2696 2429 2143 1307
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 47 3
split_gain=4.62521e-05 4.93703e-05 8.1654e-05 5.19801e-05 9.42471e-05 4.23509e-05 1.26742e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.094465000000000007 0.092530000000000015 0.11658
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00043305408671088065 0.00039643772726564715 -0.00043971001951514086 0.00020948941975470719 -0.00056599950719256038 0.00033634693516282528 -0.00030689493700736443 2.5787932782699258e-05
leaf_weight=0.0014437169095596085 0.001033250727388209 0.0010567373244766065 0.0017139749527324676 0.0016561982087976964 0.0010042008011484768 0.0010397806136936642 0.0010168155707930273
leaf_count=230 166 1026 213 986 212 141 147
internal_value=0 -4.17537e-05 1.16497e-05 -8.29532e-05 -0.000189216 1.46622e-05 0.000180098
internal_weight=0 0.00893142 0.00787469 0.00643097 0.004717 0.0030608 0.00202102
internal_count=3121 2955 1929 1699 1486 500 359
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=7
num_cat=0
split_feature=0 0 150 2 15 13
split_gain=1.58359e-05 4.02667e-05 3.90125e-05 3.92939e-05 3.58625e-05 4.03201e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.090675000000000019 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6
right_child=4 -3 -4 -5 5 -7
leaf_value=0.010041331347921888 0.020172297784784916 -0.01789705934597564 0.016947719134875378 -0.015022593555785366 -0.012035594063338474 0.013105760885474502
leaf_weight=0.001042571168282424 0.0010947632234064798 0.0014253050137326378 0.0011756646040149595 0.0015635886322357987 0.0015061905116243658 0.0011065040395290549
leaf_count=161 234 1988 160 239 209 130
internal_value=0 -0.00357285 0.0018257 -0.00499599 0.0049785 -0.00138796
internal_weight=0 0.00520713 0.00378182 0.00260616 0.00370746 0.00261269
internal_count=3121 2548 560 400 573 339
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=4.75515e-05 5.26142e-05 0.000105685 5.01213e-05 7.06275e-05 4.71231e-05 7.29504e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00039289550393162645 -0.00041720743834096217 -0.00066658569010794217 0.00013850407626153424 -6.5228172082139858e-05 0.00060605059133807487 0.00042233881716853273 -0.00023492943605255866
leaf_weight=0.0010327381302378822 0.0011979888158125426 0.0013443689077761957 0.001174591037882514 0.0012209762565362149 0.0011898191648950264 0.0011512478039843082 0.0014888676291166941
leaf_count=180 962 572 323 214 232 427 211
internal_value=0 -5.19368e-05 -0.000291172 4.45001e-05 0.000266073 -9.46749e-05 5.16787e-05
internal_weight=0 0.00876786 0.00251896 0.0062489 0.0024108 0.0038381 0.00264012
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=9
num_cat=0
split_feature=1 16 0 2 47 1 16 3
split_gain=6.13655e-05 4.33825e-05 6.52605e-05 0.000122099 0.000114469 0.000139066 5.46587e-05 1.83135e-05
threshold=0.13686500000000004 -0.5315899999999999 -0.060129999999999996 0.090675000000000019 0.086380000000000012 0.083135000000000014 -0.095564999999999983 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -5
right_child=-2 2 3 7 -6 6 -8 -9
leaf_value=-0.00040199207664612082 0.00045807359259693179 -0.00059950153312551162 0.00073444313980670375 0.00013747997735109104 -0.00066072433784820353 0.00060504425312099346 4.3361793979424261e-05 -0.00022146230417828411
leaf_weight=0.0011748411037958697 0.0010145067942131528 0.001014920324402009 0.0011395122857209422 0.0010120767251689258 0.0012284521544133281 0.001035393480456124 0.0018675244401054154 0.0011879430989736089
leaf_count=125 169 1405 143 131 269 109 574 196
internal_value=0 -4.8857e-05 3.37279e-08 0.000213492 -0.000138484 2.52669e-05 0.000243699 -5.63378e-05
internal_weight=0 0.00966066 0.00848582 0.00333953 0.00514629 0.00391784 0.00290292 0.00220002
internal_count=3121 2952 2827 470 2357 2088 683 327
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=8
num_cat=0
split_feature=50 484 43 43 52 16 2
split_gain=6.71449e-05 4.7696e-05 4.28162e-05 6.52791e-05 5.17774e-05 0.000101709 9.93427e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 -0.075329999999999994 -0.008904999999999998 0.10672500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00029288579730546671 -0.0004818320791089045 0.00044645766015792907 -0.0004362585917787925 -0.00034569871159535168 0.00022747003260047065 0.00065752680253514399 -0.00049739819533543069
leaf_weight=0.0015664560519779843 0.0010082243185613954 0.0010408154566311492 0.0014450766524279545 0.0010916409735461071 0.0019301090000304144 0.0010626451111333257 0.0011660575670815368
leaf_count=201 609 322 1170 229 343 86 161
internal_value=0 5.08913e-05 1.05924e-06 -6.72152e-05 3.43562e-05 0.000134116 -4.5525e-05
internal_weight=0 0.0093028 0.00826199 0.00669553 0.00525045 0.00415881 0.00309617
internal_count=3121 2512 2190 1989 819 590 504
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=8
num_cat=0
split_feature=50 15 151 15 1 2 12
split_gain=5.12512e-05 4.88109e-05 4.53107e-05 6.84314e-05 4.71071e-05 4.35726e-05 9.19308e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.077429999999999985 -0.037864999999999989 0.10752500000000002 0.10097500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00031382077058801834 -0.00054252583328473589 0.00018770330454242058 -0.00074779763930761468 0.00056784019079210749 -0.00020904621674881557 -0.00029434744817046377 -0.00017552649061584405
leaf_weight=0.0010621814273679064 0.0010312987904043088 0.0014144680043480856 0.0011519603434658092 0.0010226900432087525 0.0013614046279003394 0.0017365805528310341 0.0017075278548215852
leaf_count=219 579 372 528 104 127 276 916
internal_value=0 -8.21994e-05 -0.000132308 -0.000197156 -0.000455974 -5.15246e-05 0.000102925
internal_weight=0 0.00945681 0.00839463 0.00698016 0.00251336 0.0044668 0.00273022
internal_count=3121 2542 2323 1951 655 1296 1020
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=7
num_cat=0
split_feature=2 52 3 0 13 4
split_gain=1.55889e-05 4.74314e-05 5.00343e-05 5.17624e-05 8.01621e-05 4.14712e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.084044999999999995 0.0076650000000000008 0.060330000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.017437646402386368 0.01924212297438134 -0.022692186958927163 0.018194787316392187 0.024081054627875572 -0.013787048264322433 -0.0055147127541662119
leaf_weight=0.0017526297167721979 0.0012841111745633266 0.0010126985349859481 0.0012738256822402427 0.0011400815922235586 0.0010968093257030264 0.0014303164377802583
leaf_count=953 315 458 140 737 212 306
internal_value=0 -0.00287323 0.000940059 -0.00456925 0.00551328 0.00619698
internal_weight=0 0.00627604 0.00526335 0.00398952 0.00223689 0.00271443
internal_count=3121 2500 2042 1902 949 621
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=8
num_cat=0
split_feature=48 12 2 43 4 1 12
split_gain=5.59426e-05 6.00649e-05 9.04152e-05 5.52084e-05 7.48849e-05 0.000120057 5.00928e-05
threshold=-0.032929999999999994 0.051320000000000005 0.083995000000000014 -0.043144999999999996 0.09173000000000002 0.094465000000000007 0.096295000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=0.00042055712226238761 0.00046784846705779135 -0.00057243708564964002 0.00023455294634788353 -0.00023157067534977868 -0.00045535035306533037 0.0006179199414629526 -0.00031426797847034101
leaf_weight=0.0010664716088513828 0.0011677541372134585 0.0017089446660289607 0.0015401697730759831 0.0013880679049053891 0.0010796414154425268 0.0011862704398853813 0.001093275727475309
leaf_count=180 271 670 1119 159 160 131 431
internal_value=0 -5.39378e-05 -0.000221213 9.67082e-05 -2.19024e-05 0.00015988 6.70977e-06
internal_weight=0 0.00916412 0.00434239 0.00482173 0.00365398 0.00257434 0.00263345
internal_count=3121 2941 2220 721 450 290 1550
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=8
num_cat=0
split_feature=2 4 48 15 3 4 2
split_gain=1.59438e-05 3.29384e-05 2.88668e-05 8.34571e-05 7.10049e-05 2.52945e-05 2.2171e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.083985000000000018 -0.016799999999999995 0.10299500000000002 -0.00099499999999999979 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 -5
right_child=1 -3 5 4 -6 -7 -8
leaf_value=0.010883061199633736 -0.030881889041749599 0.013452672486508123 0.016779113713223721 -0.00014513947983357592 0.02115995107489475 -0.0057021883357561785 -0.019630200050510801
leaf_weight=0.0011482016588163094 0.0012529128203508976 0.0012079552627918657 0.0010002596960647209 0.0011201730667868514 0.0010343265251502864 0.001001645440975221 0.0012199148789140042
leaf_count=199 636 247 271 1020 66 231 451
internal_value=0 -0.00173451 -0.00450186 -0.0088422 -0.000658916 0.00553068 -0.0103029
internal_weight=0 0.00783719 0.00662923 0.00462733 0.00337441 0.00200191 0.00234009
internal_count=3121 2922 2675 2173 1537 502 1471
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=8
num_cat=0
split_feature=50 3 43 0 42 49 16
split_gain=5.30908e-05 4.98079e-05 3.55523e-05 0.000110699 8.08109e-05 7.16887e-05 5.57115e-05
threshold=0.079410000000000008 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 0.086375000000000021 -0.006494999999999999 -0.084119999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00042687637075931845 -0.00043756496076533793 -0.00037024019673507959 0.0002641145881088912 -0.00048916260314059261 0.00056566203788726817 -0.00014480973789558451 0.00047325308901229789
leaf_weight=0.001106715581863771 0.0010067029019526262 0.0015994273261719406 0.0014299760894589467 0.0018196504608556261 0.0010289409753031541 0.0010904382053711337 0.001154220918256755
leaf_count=176 609 276 421 269 605 293 472
internal_value=0 3.66435e-05 -1.65259e-05 -7.64883e-05 7.76095e-05 -5.30268e-05 0.000173003
internal_weight=0 0.00922937 0.00812265 0.00669268 0.00487303 0.00384409 0.00224466
internal_count=3121 2512 2336 1915 1646 1041 765
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=8
num_cat=0
split_feature=50 3 0 2 43 3 2
split_gain=4.80106e-05 5.43177e-05 5.78702e-05 0.000164336 0.000110762 7.49503e-05 9.63441e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.072864999999999985 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00035294860990878971 -0.00041187153656223758 0.0005364904911686326 -0.00075833761360990571 0.0002426441101333351 -0.00045830213564659151 0.00057099578513928836 -0.00026700799516170693
leaf_weight=0.0017249709834747627 0.0010061264635479903 0.0014934976343969216 0.0013051503936016412 0.0012200325058648184 0.0013734217397600415 0.0010021435119489525 0.0011135829844102904
leaf_count=257 609 776 134 180 949 89 127
internal_value=0 3.91869e-05 -3.29019e-05 -0.000274717 8.9649e-05 -0.000101617 0.000129924
internal_weight=0 0.0092328 0.00750783 0.00252518 0.00498265 0.00348915 0.00211573
internal_count=3121 2512 2255 314 1941 1165 216
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=7
num_cat=0
split_feature=43 43 52 16 16 0
split_gain=1.63254e-05 5.8608e-05 2.71397e-05 8.41842e-05 4.20379e-05 2.18628e-05
threshold=-0.043144999999999996 -0.090299999999999991 -0.07167999999999998 -0.008904999999999998 -0.29154999999999992 -0.030209999999999997
decision_type=2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0062937895393672602 -0.015638679365993835 0.024586903382041 0.0026624260793522464 0.023072639821722293 -0.019961994993588483 -0.0143423627568748
leaf_weight=0.001009427240767434 0.001355773729179487 0.0010784016003074584 0.0017820290115123957 0.0012091499047985734 0.0015233034637056604 0.0010447458689190506
leaf_count=441 343 957 250 174 879 77
internal_value=0 0.0057089 -0.00323119 0.00049499 -0.00776432 -0.00420169
internal_weight=0 0.00313257 0.00587026 0.00451448 0.00330533 0.00205417
internal_count=3121 1475 1646 1303 1129 518
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=8
num_cat=0
split_feature=50 484 43 43 52 16 2
split_gain=5.6235e-05 5.51952e-05 3.71013e-05 4.89473e-05 4.2674e-05 7.07187e-05 7.19426e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 -0.075329999999999994 -0.008904999999999998 0.10672500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0002639080717966115 -0.00044535156260059271 0.00047546174862554496 -0.00039665084671456952 -0.00032975132660849007 0.00018765652302583753 0.00054964597310533663 -0.00043011501816430547
leaf_weight=0.0015424374984354481 0.0010042754715458438 0.0010113560290525596 0.0014186935703407264 0.0010970881906602328 0.0019427131385824194 0.0010327722424784509 0.0011560206919019019
leaf_count=201 609 322 1170 229 343 86 161
internal_value=0 4.33026e-05 -1.00651e-05 -7.36379e-05 1.40064e-05 0.000105288 -4.28107e-05
internal_weight=0 0.00920108 0.00818973 0.00664729 0.00522859 0.00413151 0.00309873
internal_count=3121 2512 2190 1989 819 590 504
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=4.1918e-05 6.29092e-05 0.000102109 5.79976e-05 6.31069e-05 5.90597e-05 0.000113385
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00036141079835321448 -0.0004956295302004965 -0.00066767397839964323 0.00010946559296348301 -1.8313126717953502e-05 0.00060830099287610066 0.00040016381204848248 -0.00037202001167005
leaf_weight=0.0010696709993019303 0.0010306850877936707 0.0013956469971459285 0.0012166765635447604 0.0012525825148482501 0.0012195592127507377 0.0016104462838116395 0.0013389227774219857
leaf_count=180 293 579 316 214 232 968 339
internal_value=0 -4.9008e-05 -0.000305725 5.49299e-05 0.000290809 -9.15821e-05 4.96161e-05
internal_weight=0 0.00906452 0.00261232 0.0064522 0.00247214 0.00398005 0.00294937
internal_count=3121 2941 895 2046 446 1600 1307
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 16
split_gain=1.55454e-05 4.58488e-05 3.19936e-05 3.60526e-05 3.67951e-05 1.18118e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.087215000000000015 0.10727500000000002 -0.105305
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.022553641939901278 0.015788950288585159 0.0047827641544776695 0.015770445917668154 -0.014122712905350054 0.0030279497704411937 -0.01229564273200469
leaf_weight=0.0010642340628234811 0.0015597550081360646 0.0014487801880070715 0.0014145856263126705 0.0015210059068429252 0.001000718737613324 0.0010114709635893151
leaf_count=1561 477 75 532 217 131 128
internal_value=0 -0.0067939 0.0024661 -0.00122923 0.00426108 -0.00467479
internal_weight=0 0.00251301 0.00650754 0.00509295 0.00357194 0.00201219
internal_count=3121 1636 1485 953 736 259
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=7
num_cat=0
split_feature=1 42 3 2 15 15
split_gain=1.48597e-05 3.20841e-05 9.14314e-05 3.2547e-05 6.88604e-05 3.1044e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.098260000000000014 -0.090344999999999995 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.028968539466241141 0.0084361693492798831 0.00044985588921852941 0.0063862604200926702 0.0050808693532431561 -0.029216228214320995 -0.023362559610017843
leaf_weight=0.0010276091896449582 0.0016618259008353 0.0010346524030700141 0.0010114674397237206 0.0019317255854292351 0.0011736094894965567 0.0011627451426710861
leaf_count=200 279 590 164 369 666 853
internal_value=0 -0.00203561 0.00228485 -0.00437575 -0.0127359 -0.0121504
internal_weight=0 0.00734181 0.00514441 0.0041168 0.00218508 0.0021974
internal_count=3121 2842 1399 1199 830 1443
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=7
num_cat=0
split_feature=43 3 12 2 13 16
split_gain=1.53324e-05 5.46045e-05 2.33068e-05 4.70475e-05 5.58176e-05 6.03193e-05
threshold=-0.052894999999999991 -0.075944999999999985 0.098810000000000023 0.089885000000000007 -0.10664 -0.087874999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.005094023165688309 -0.01529224246604419 0.022040993973168697 -0.015832289869446594 0.026050378291381588 0.012231694329243913 -0.020455817677832538
leaf_weight=0.0018840398202434406 0.0014079198558392403 0.0012229920750329044 0.0011548978931091424 0.0010155640148433111 0.0012865375322734449 0.0010059523840615947
leaf_count=1005 782 430 261 160 170 313
internal_value=0 0.00558688 -0.00310008 1.79242e-05 0.00653399 -0.0021117
internal_weight=0 0.00310703 0.00587087 0.00471597 0.00330805 0.00229249
internal_count=3121 1435 1686 1425 643 483
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=8
num_cat=0
split_feature=376 43 16 16 151 4 13
split_gain=3.52496e-05 4.92078e-05 8.83208e-05 3.91084e-05 4.70634e-05 6.19054e-05 9.60234e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.008904999999999998 -0.0083949999999999979 0.40473500000000007 -0.084319999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00031818973842412238 0.00034039984220355713 -0.00040215445469988289 -0.00062542254247344446 0.00025211334921013497 -0.00062070987183712311 0.00041822866132105552 0.00014377567642354308
leaf_weight=0.0012318787803074363 0.0010083788193110685 0.0014485916927292368 0.0010749701181955746 0.0015584885118997312 0.0010114520069629445 0.0010488361630580255 0.0016823715569969288
leaf_count=189 166 270 436 505 448 141 966
internal_value=0 -4.60728e-05 -0.00010342 -2.02856e-05 -0.000102064 1.4086e-05 -0.000143266
internal_weight=0 0.00905659 0.00782471 0.00674974 0.00519125 0.00374266 0.00269382
internal_count=3121 2955 2766 2330 1825 1555 1414
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=9
num_cat=0
split_feature=1 43 16 52 2 13 48 13
split_gain=5.65142e-05 4.78362e-05 0.00010956 8.70411e-05 0.000131069 9.015e-05 7.74206e-05 9.69064e-05
threshold=0.13686500000000004 -0.20207499999999998 0.22339500000000004 -0.049749999999999996 0.092120000000000021 0.0076650000000000008 0.081805000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.00030300566601958352 0.00043191001981827975 -0.0001390707390423808 -0.00066562289048440392 -0.00015548203642259045 0.00082323680473988332 -0.00068152216799931091 -0.00045010922288240006 0.00056950374145261237
leaf_weight=0.0012548332030568017 0.0010147621689783051 0.001167869768738545 0.0011651582384022566 0.0017239591873523703 0.0010189377402084079 0.0010141007770502215 0.0011922777830470797 0.0012038335538839904
leaf_count=174 169 302 392 1338 183 174 231 158
internal_value=0 -5.4324e-05 -0.000107162 -1.82809e-05 0.000309314 -0.000157814 -2.89102e-05 0.000142614
internal_weight=0 0.00974097 0.00848614 0.00732098 0.00218681 0.00513417 0.00412007 0.00292779
internal_count=3121 2952 2778 2386 485 1901 1727 1496
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=8
num_cat=0
split_feature=484 160 52 43 4 2 43
split_gain=1.41196e-05 5.82246e-05 4.61438e-05 4.70741e-05 4.57118e-05 7.87662e-05 3.73039e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 0.084740000000000024 0.27834500000000006 0.093175000000000022 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.023956694422358985 0.010362476330508422 -0.0033759343904251355 0.021126903820415509 -0.021472607805193909 0.019100724393259792 -0.023717363425882092 0.02206082427046158
leaf_weight=0.0010143062270074948 0.001129328044941715 0.0013602425250619976 0.0010388464000086134 0.0010020812700499435 0.0012173758537658633 0.0012403982499669822 0.0010006829795152763
leaf_count=613 394 801 203 209 202 467 232
internal_value=0 -0.00159406 0.00171261 -0.00175229 0.00234868 -0.00331411 0.00740549
internal_weight=0 0.00787393 0.00685963 0.00582078 0.0048187 0.00360132 0.00236093
internal_count=3121 2727 2114 1911 1702 1500 1033
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=8
num_cat=0
split_feature=48 12 16 151 48 52 43
split_gain=3.32045e-05 7.41875e-05 5.52443e-05 3.75183e-05 9.70655e-05 5.1754e-05 6.50044e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.0083949999999999979 0.091220000000000009 -0.066844999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00032592787775984777 -0.00024592068435450249 -0.00063669527685049712 -1.7268885927332927e-05 -0.00034528989435407987 0.00060188219687880382 -0.00019189531311858521 0.00040113149527035776
leaf_weight=0.001036316870902239 0.0012618991645069232 0.0012146503599564204 0.001017093147604444 0.0012732929887557718 0.0012777763465339539 0.0013098186314471692 0.0015535089458206478
leaf_count=180 379 411 244 364 202 943 398
internal_value=0 -4.4906e-05 -0.000354398 5.85507e-05 0.000129512 -1.64003e-05 0.000129854
internal_weight=0 0.00890804 0.00223174 0.0066763 0.0054144 0.00413662 0.00286333
internal_count=3121 2941 655 2286 1907 1705 1341
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=7
num_cat=0
split_feature=13 16 159 12 151 16
split_gain=1.30023e-05 6.29318e-05 4.43833e-05 3.74792e-05 5.18709e-05 0.000102784
threshold=0.11217000000000001 0.22339500000000004 0.076905000000000015 0.091475000000000015 -0.0083949999999999979 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.013570278840358999 0.0073872340881860222 -0.024888701790256637 0.020324501387871882 -0.018995092889444277 0.025910172785864213 -0.014741335058340455
leaf_weight=0.0013591626725410685 0.0018477768806898151 0.0010301343579891542 0.0010703157428180515 0.0010413843135801933 0.0016378555206479264 0.0010027702140172675
leaf_count=347 217 401 423 590 768 375
internal_value=0 -0.00202412 0.00182986 -0.00209683 0.0023028 0.0104729
internal_weight=0 0.00714162 0.00611149 0.00504117 0.00399979 0.00264063
internal_count=3121 2904 2503 2080 1490 1143
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=8
num_cat=0
split_feature=48 150 52 15 2 2 47
split_gain=5.71396e-05 5.09491e-05 3.54056e-05 6.25018e-05 4.10427e-05 7.60216e-05 2.34434e-05
threshold=-0.032929999999999994 0.089910000000000018 -0.049749999999999996 -0.053579999999999996 0.086950000000000013 0.11093500000000002 0.085505000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.00043109097796160105 0.00057035786777525255 -0.00042964363185396271 0.00034622159884517822 -8.2719984634088882e-05 -0.00052031446589235455 6.4881884978667569e-05 -7.3563852724723949e-05
leaf_weight=0.0010344592237552597 0.0010155424232228412 0.0012109546939351118 0.0010258197086618092 0.001265469348311989 0.0016313381936258376 0.0017899340639421766 0.0010201010516054788
leaf_count=180 442 217 808 348 689 289 148
internal_value=0 -5.56182e-05 2.83767e-06 0.000208041 -8.27767e-05 -0.000214153 0.000136916
internal_weight=0 0.00895916 0.0077482 0.00228101 0.00546719 0.00342127 0.00204592
internal_count=3121 2941 2724 790 1934 978 956
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=7
num_cat=0
split_feature=15 13 52 2 4 3
split_gain=1.50853e-05 4.17473e-05 5.65215e-05 3.86913e-05 4.6493e-05 1.87808e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.087769999999999987 0.10559 -0.0016099999999999997 -0.03694999999999999
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.017387078495090465 -0.021435640079735373 0.017619646051979986 0.021143326231829927 -0.010450463279200314 -0.0036840610395082519 0.00194432065340871
leaf_weight=0.0010045000241187003 0.0011559112105460718 0.0013905515881087868 0.0016390665754168114 0.0013850571658540309 0.0013972638472786825 0.0010057430468054769
leaf_count=222 581 167 1246 285 358 262
internal_value=0 0.00211781 -0.00174717 0.00340011 0.00971822 -0.0077154
internal_weight=0 0.00696785 0.0055773 0.00442139 0.00303633 0.00201024
internal_count=3121 2637 2470 1889 1604 484
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=8
num_cat=0
split_feature=49 15 51 52 3 2 43
split_gain=1.43999e-05 3.17135e-05 2.68685e-05 4.557e-05 9.24404e-05 0.000129328 0.000123819
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.10744000000000002 -0.13309499999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6
right_child=2 -3 3 -5 5 -7 -8
leaf_value=0.019461931255218643 0.012296913167893948 -0.005320904065580865 -0.033268903182498526 0.012446134772131301 -0.013011916245467107 -0.028590746798667705 0.03379489884899145
leaf_weight=0.0010476853195825063 0.0010696055139325757 0.0010181263529357993 0.0012046911043172162 0.0011967222011890922 0.0010298509443572674 0.0011382809200332954 0.0012524881674526311
leaf_count=226 377 199 172 480 1042 235 390
internal_value=0 0.00724782 -0.00227062 -0.00494692 -0.00944708 -0.00105739 0.0126744
internal_weight=0 0.00206581 0.00689164 0.00582203 0.00462531 0.00342062 0.00228234
internal_count=3121 425 2696 2319 1839 1667 1432
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=7
num_cat=0
split_feature=2 52 4 3 0 13
split_gain=1.58602e-05 4.35433e-05 4.3291e-05 3.46161e-05 4.89934e-05 6.8232e-05
threshold=0.10912000000000001 0.10160000000000001 0.053925000000000008 0.090900000000000009 -0.084044999999999995 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.016276416260058598 0.020202694895564279 -0.021829136822979198 -0.0052443986185808748 0.015315276021878052 0.02338486786552511 -0.011788873292756805
leaf_weight=0.0017444230339381467 0.0012269424791825415 0.0010117590191198057 0.0014688936822791524 0.0012544398865752468 0.0011254174585240769 0.0010814860566079327
leaf_count=953 294 458 327 140 737 212
internal_value=0 -0.00284654 0.00633721 0.000842791 -0.00375183 0.00614809
internal_weight=0 0.00621753 0.00269584 0.00520577 0.00395133 0.0022069
internal_count=3121 2500 621 2042 1902 949
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=8
num_cat=0
split_feature=48 12 0 13 1 3 1
split_gain=3.76389e-05 4.62924e-05 9.00623e-05 5.85387e-05 5.61826e-05 8.53735e-05 4.9248e-05
threshold=-0.032929999999999994 0.051320000000000005 -0.053834999999999994 -0.084319999999999992 0.10508500000000001 0.12178000000000001 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.00035053649644534694 0.0001584506588694543 -0.00026761710488903674 -0.00050494256650752186 0.00036995932805255647 0.0007242481493919266 -5.5679204329495469e-05 -0.00040166453763716665
leaf_weight=0.0010144761391005551 0.0012236619697898036 0.0010390880106412623 0.0019529527065407478 0.001185115919355531 0.0010342528999563801 0.0011282458032320043 0.0011908755625808128
leaf_count=180 165 624 268 1328 231 155 170
internal_value=0 -4.84303e-05 -0.000197685 7.21008e-05 8.77846e-05 0.000317335 -0.000117804
internal_weight=0 0.00875419 0.00417716 0.0022242 0.00457704 0.0021625 0.00241454
internal_count=3121 2941 2220 1952 721 386 335
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=8
num_cat=0
split_feature=48 49 42 13 2 0 3
split_gain=3.80921e-05 4.75733e-05 6.05434e-05 6.03011e-05 4.39063e-05 3.51881e-05 2.60501e-05
threshold=-0.032929999999999994 -0.006494999999999999 0.091465000000000005 0.11217000000000001 0.097845000000000015 -0.10151999999999999 0.13524500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.00035418061163144059 -0.00031327110696613794 0.00010280242778720339 -0.00041164525809819319 0.00054642219242020094 2.1912263496855197e-05 -0.00038103817608494919 0.00043176069209192001
leaf_weight=0.0010148735203474356 0.0019945313753358934 0.0010124292747002068 0.0010103519085230559 0.0010001650140622053 0.0013525128712565987 0.0013464624038432695 0.0010663141032887158
leaf_count=180 462 144 613 132 378 1113 99
internal_value=0 -4.7043e-05 3.11806e-05 0.000108616 1.69654e-05 -0.000173375 0.00020259
internal_weight=0 0.00878277 0.00678824 0.00577788 0.00477772 0.00235889 0.00241883
internal_count=3121 2941 2479 1866 1734 1257 477
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=6
num_cat=0
split_feature=1 12 3 12 16
split_gain=1.57323e-05 4.25585e-05 3.34876e-05 7.86834e-05 2.87073e-05
threshold=0.094385000000000011 0.09141500000000001 0.11296500000000002 0.090995000000000006 -0.077074999999999991
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.00079164924516770044 0.024852931545858332 0.0095514901398011092 -0.0083058420788935036 -0.0056042126130908228 -0.020815953598249615
leaf_weight=0.001011918237076039 0.0016580313430631915 0.001354899435938123 0.0015921941716291739 0.0017366376784950957 0.0015670149026121493
leaf_count=694 388 704 228 327 780
internal_value=0 -0.00479851 0.0036596 0.00927173 -0.0123376
internal_weight=0 0.00393383 0.00498686 0.00339467 0.00257893
internal_count=3121 2178 943 715 1474
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=8
num_cat=0
split_feature=48 12 2 16 16 52 4
split_gain=5.44418e-05 6.25379e-05 7.51574e-05 7.08349e-05 6.92978e-05 6.70766e-05 0.000110582
threshold=-0.032929999999999994 0.09334000000000002 0.10222000000000002 -0.074319999999999983 0.051380000000000002 -0.088204999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.00040110372178975279 -0.00056089177915903384 -0.00061405473444680237 -2.0099088314279021e-05 0.00061308594361661429 4.1727588840115091e-05 0.00033821921171125064 -0.0003900825018307338
leaf_weight=0.001105647572363669 0.0010315169765762939 0.001400694149795404 0.0013795873297730878 0.001338143642675211 0.0011108571476175755 0.0017957624696279459 0.0014477108394696252
leaf_count=180 298 503 218 242 296 1030 354
internal_value=0 -5.86069e-05 3.67145e-05 0.000291666 -0.000324003 -0.000125365 1.31448e-05
internal_weight=0 0.00950427 0.00699272 0.00271773 0.00251155 0.00427499 0.00324347
internal_count=3121 2941 2142 460 799 1682 1384
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=9
num_cat=0
split_feature=48 49 52 1 4 13 47 0
split_gain=4.33715e-05 5.46456e-05 7.07323e-05 6.63503e-05 4.70174e-05 3.21426e-05 4.98062e-05 6.33387e-05
threshold=-0.032929999999999994 -0.006494999999999999 -0.068719999999999989 0.111945 0.24564500000000003 -0.13710499999999998 0.083875000000000019 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 -7
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=0.00037378840539760265 3.5032299935431973e-05 -0.00038456731025115457 -0.0006919735086698465 4.83908707157377e-05 0.00060542904786548739 0.00014907575494394704 0.00036160208044585417 -0.00046720454576192283
leaf_weight=0.0010444577365811098 0.0010269506355236003 0.0011537157372749408 0.0010311338463450488 0.0012731196595366183 0.0010740458332902556 0.0013075426138416939 0.0010062085772999463 0.0012580846306608445
leaf_count=180 210 99 252 135 231 1557 205 252
internal_value=0 -4.80099e-05 -0.000329209 3.38161e-05 0.000303287 -0.000100029 -8.12267e-06 -0.000153124
internal_weight=0 0.0091308 0.00205808 0.00707272 0.00234717 0.00472555 0.00357184 0.00256563
internal_count=3121 2941 462 2479 366 2113 2014 1809
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=9
num_cat=0
split_feature=1 43 3 13 457 2 4 16
split_gain=8.42317e-05 5.13795e-05 9.81848e-05 7.4904e-05 6.4749e-05 9.47511e-05 9.43141e-05 6.63784e-05
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.016469999999999995 0.045365000000000009 0.097845000000000015 0.053180000000000012 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -7
right_child=-2 4 -4 -5 -6 7 -8 -9
leaf_value=-0.00050948049214455914 0.00052387858230650464 -0.00094823716498823607 0.00059416822994952075 0.00020998845041923184 0.00023432585530621538 -0.00027189655064453191 -0.00015626630855285746 0.00033829246088554795
leaf_weight=0.0010011692975476533 0.0010273536089263893 0.0011822683827372468 0.0011513215447454764 0.0012521453327407968 0.0012308380264738628 0.0017075900438952576 0.0011313330230572039 0.0011450350405244373
leaf_count=639 169 890 378 362 129 235 110 209
internal_value=0 -6.62574e-05 0.000128336 -0.000109678 -0.000169824 -0.000266111 -0.00056097 -2.69685e-05
internal_weight=0 0.0098017 0.00340464 0.00225331 0.00639706 0.00516623 0.0023136 0.00285263
internal_count=3121 2952 1379 1001 1573 1444 1000 444
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=8
num_cat=0
split_feature=1 16 1 47 2 52 52
split_gain=8.12361e-05 5.18892e-05 9.08262e-05 0.000170981 6.24236e-05 8.74074e-05 2.1404e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10471500000000002 0.085770000000000027 0.10097500000000002 -0.0064899999999999992 0.089325000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.0004525595837456433 0.00052564414867772977 -0.00034736169464829404 0.0006188574187018527 -0.0003529830472708035 -0.00050279440874588662 0.00042939789385177893 3.3902171996826654e-05
leaf_weight=0.0011377313762376733 0.0010083384280053865 0.0017938796897272288 0.0019188232206006875 0.0010921831707039697 0.0014739336975497772 0.001106749801674145 0.0010027879551954228
leaf_count=125 169 695 316 125 435 782 474
internal_value=0 -5.96166e-05 -6.32092e-06 0.000266341 -0.000158996 -2.91776e-05 0.000241395
internal_weight=0 0.00952609 0.00838836 0.00301101 0.00537735 0.00390342 0.00210954
internal_count=3121 2952 2827 441 2386 1951 1256
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=8
num_cat=0
split_feature=147 151 4 52 52 13 2
split_gain=5.49637e-05 8.13051e-05 0.000123675 6.74018e-05 5.99151e-05 6.13297e-05 6.46827e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 0.077655000000000016 -0.063184999999999977 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.0004450247779456817 0.00042893159500374779 -0.00047252102662279078 0.00064584794711794902 -0.00053195526211115209 0.0003428603116195442 -0.00019121625064539186 0.00041291424420445214
leaf_weight=0.0016817967709564828 0.001001303639588059 0.0012453408753319113 0.0010808790702210424 0.0010240573479758297 0.001551926972891012 0.0017117573189693036 0.0011319580244366183
leaf_count=462 124 630 237 396 543 361 368
internal_value=0 -5.42422e-05 3.06046e-05 -6.91702e-05 1.48432e-05 -0.00010965 4.92615e-05
internal_weight=0 0.00942772 0.00774592 0.00666504 0.00564098 0.00408906 0.00284372
internal_count=3121 2997 2535 2298 1902 1359 729
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 4
split_gain=1.57547e-05 3.91361e-05 0.000124439 9.02532e-05 7.50159e-05 4.6052e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.035139999999999991 0.090900000000000009 0.056795000000000005
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0084532924531059445 0.023111525879918562 -0.035265450795609297 0.01107297888268032 -0.026289102173047803 0.018736174217128455 -0.0099034948302507749
leaf_weight=0.0017424069297337788 0.0015269294043005473 0.0011982409825789886 0.0011223550821757506 0.0011992591818123857 0.0011444159877158216 0.0011021835097320353
leaf_count=303 1233 156 205 961 120 143
internal_value=0 -0.00213069 -0.0128539 0.00287338 -0.00609454 0.00468553
internal_weight=0 0.00729338 0.0023206 0.00497279 0.00344586 0.0022466
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=8
num_cat=0
split_feature=50 3 15 15 2 3 2
split_gain=5.48024e-05 6.69165e-05 5.10033e-05 7.23368e-05 5.16897e-05 6.15168e-05 4.44587e-05
threshold=0.07826000000000001 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.10559 -0.012304999999999998 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00038946642052268405 -0.0004391093956430206 -0.00025620281858336241 2.060038182084823e-05 -0.00056222826428461894 -0.00022715246967740553 0.00065872539467787543 0.00024119426166815112
leaf_weight=0.0017477370262760535 0.0010003262260533134 0.0013626924129558414 0.0013218232499582303 0.0013181816028828433 0.0010209091261870061 0.0010360833915260446 0.0014014176696855499
leaf_count=256 612 267 893 500 148 96 349
internal_value=0 4.41181e-05 -3.67785e-05 -0.000184267 0.000141417 0.000300998 -4.02001e-06
internal_weight=0 0.00920884 0.00746111 0.00408229 0.00337882 0.00235791 0.00276411
internal_count=3121 2509 2253 1116 1137 989 616
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=7
num_cat=0
split_feature=2 4 49 0 52 16
split_gain=1.90643e-05 3.07913e-05 3.1768e-05 4.13209e-05 9.45708e-05 8.43842e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 0.096795000000000006 -0.032969999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.011937084527973813 -0.015604081621452832 0.01257953771731809 -0.0071840524417725246 -0.028026343988504229 0.012101445597736389 0.030795245294367252
leaf_weight=0.0011506462772989294 0.0018685935957133129 0.0012458152003812385 0.0013680031991345363 0.001278110529829526 0.0010866291051658226 0.001022114081214156
leaf_count=199 477 259 1207 255 74 650
internal_value=0 -0.00184368 -0.00455657 -0.000215051 -0.00958709 0.00905748
internal_weight=0 0.00786927 0.00662345 0.00475486 0.00236474 0.00239012
internal_count=3121 2922 2663 2186 329 1857
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=9
num_cat=0
split_feature=376 48 16 15 1 42 4 16
split_gain=5.35762e-05 8.1894e-05 9.9081e-05 9.61167e-05 8.42343e-05 4.82696e-05 5.55139e-05 5.38321e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.27167499999999994 -0.13843999999999998 0.12337000000000002 0.086665000000000006 0.0061450000000000003 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4
right_child=-2 2 4 -5 -6 -7 -8 -9
leaf_value=0.00047070708666117607 0.00041334329662608366 -7.2235540891110983e-05 -0.00048036890637825138 -0.00092747730890425939 0.00050484577314790645 -0.00046630764219875566 0.00028088587449600494 8.3951545231567668e-05
leaf_weight=0.0010148641802028751 0.0010409345525363442 0.0010164266865278601 0.0012274818284267652 0.0010045234491677653 0.0010626168764315321 0.0010969240008650398 0.0016161710533737941 0.0013811949018827172
leaf_count=167 166 160 849 156 122 892 204 405
internal_value=0 -5.54307e-05 -0.000118957 -0.000497338 8.1802e-07 -9.9823e-05 -4.67024e-06 -0.000181583
internal_weight=0 0.0094202 0.00840534 0.00202095 0.00638439 0.00532177 0.00422485 0.00260868
internal_count=3121 2955 2788 316 2472 2350 1458 1254
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=7
num_cat=0
split_feature=48 2 16 13 48 3
split_gain=5.15946e-05 4.71579e-05 7.35724e-05 5.39607e-05 6.91073e-05 7.11762e-05
threshold=-0.032929999999999994 0.10912000000000001 -0.074319999999999983 -0.13710499999999998 0.016865000000000002 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00040709080702582473 -0.00056419364912297363 -0.00016811876258273294 0.00048399066935736972 -0.00045856257359332375 0.00031991221399542137 6.9236531424918677e-05
leaf_weight=0.0010407977734540877 0.0010022517897174798 0.0013046949204248016 0.0013570183064204498 0.0019913660966053895 0.0013229442879151808 0.0019386570212598596
leaf_count=180 119 242 331 1353 398 498
internal_value=0 -5.42493e-05 0.000164345 -0.000147266 -6.77168e-05 -0.000198202
internal_weight=0 0.00891693 0.00266171 0.00625522 0.00525297 0.00393002
internal_count=3121 2941 573 2368 2249 1851
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=7
num_cat=0
split_feature=1 3 13 2 0 3
split_gain=1.61819e-05 3.07926e-05 2.97525e-05 6.24818e-05 4.57745e-05 4.93573e-05
threshold=0.11588000000000001 0.10299500000000002 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.028420537619786548 0.016521741620568551 -0.0064405524735361881 -0.020677652671565037 0.0039622786775502837 0.014795398322423953 0.0074566233336148787
leaf_weight=0.0011448016445941764 0.0014001485887468333 0.0010018972841428623 0.0012206174694605904 0.0012425277217573028 0.0017484929663539326 0.0012748099552021275
leaf_count=1145 260 155 774 295 380 112
internal_value=0 0.00694413 -0.00263551 -0.0115663 0.00238834 -0.00630502
internal_weight=0 0.00240205 0.00663125 0.00238733 0.00424392 0.00249543
internal_count=3121 415 2706 1440 1266 886
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 0
split_gain=3.60892e-05 0.000117778 6.30227e-05 5.93676e-05 3.84947e-05 5.39812e-05 0.000144123 5.72409e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00035561700346588683 0.00064784398833965507 0.00043800643591848876 -0.00047499766431272072 0.00028719582467532691 0.00029844539124365395 -0.00086107723300803585 0.0001434695591476388 -0.00029488086501749272
leaf_weight=0.001033668286629247 0.0010526239470023168 0.0011036304770747681 0.0011479646175758303 0.0010234569998021177 0.0015525834192490259 0.0010964396502928129 0.0010999660418038572 0.0010465189114090096
leaf_count=161 231 223 148 162 1368 669 107 52
internal_value=0 3.09586e-05 -4.95003e-05 2.10593e-05 -5.80193e-05 -0.000131695 -0.000357997 5.95448e-05
internal_weight=0 0.00912318 0.00807056 0.0069226 0.00581897 0.00479551 0.00219641 0.0025991
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=6
num_cat=0
split_feature=2 13 2 2 0
split_gain=1.50604e-05 2.68423e-05 3.60379e-05 4.25291e-05 3.6194e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.099185000000000009 0.11389000000000002 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.010573669276777768 -0.0010986722714911195 0.010292184171783432 0.015035740570122722 -0.0079286610058685921 -0.02264895082086377
leaf_weight=0.0011555972272482276 0.0015163965375987836 0.0015188281740264615 0.001524445446677463 0.001712241686789294 0.0016034219673899286
leaf_count=199 202 205 395 436 1684
internal_value=0 -0.00165128 -0.00450506 0.00288733 -0.0121744
internal_weight=0 0.00787533 0.00635651 0.00323669 0.00311982
internal_count=3121 2922 2717 831 1886
is_linear=0
shrinkage=0.1


Tree=5528
num_leaves=8
num_cat=0
split_feature=376 43 3 0 49 15 2
split_gain=3.53894e-05 5.54106e-05 7.39964e-05 9.65143e-05 9.09906e-05 9.06964e-05 8.36274e-05
threshold=0.048375000000000008 0.084740000000000024 -0.13927999999999999 -0.053834999999999994 -0.069799999999999987 -0.11713499999999999 0.091055000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00040633799837290805 0.00034374100814398229 -0.00043400926619849024 -0.0004753130076219526 -0.00052944117363099507 -0.00028392742858579886 0.00061561408410998753 -7.6667921331928111e-05
leaf_weight=0.0015158828440842509 0.0010105241440576578 0.0012092101094760112 0.001010848766368453 0.0014061637167937201 0.0011507148083132837 0.0018628793409309274 0.0010484543619377498
leaf_count=260 166 321 180 266 236 1182 510
internal_value=0 -4.28161e-05 1.63507e-05 -7.48933e-05 5.11035e-05 0.000182103 0.000366304
internal_weight=0 0.00920415 0.00799494 0.00647906 0.0050729 0.00406205 0.00291133
internal_count=3121 2955 2634 2374 2108 1928 1692
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=8
num_cat=0
split_feature=50 484 160 42 16 16 4
split_gain=6.42661e-05 6.08575e-05 3.06751e-05 4.28424e-05 5.2807e-05 7.71209e-05 4.01662e-05
threshold=0.086580000000000004 0.084040000000000017 0.086870000000000017 -1.0000000180025095e-35 -0.45661999999999997 0.16703000000000004 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00028560326605106534 -0.0004695351704205745 0.00048671910933887269 -0.00030453479386703019 -0.00016155323747296465 0.00023579397956917093 -0.00015992906866091266 0.00071934354247600596
leaf_weight=0.001292841818262812 0.0010233303506131533 0.0010762478573831799 0.0011595330131056293 0.0019199861223819772 0.0017968005806663231 0.0013207650427935176 0.0010443007281163209
leaf_count=601 579 322 287 192 674 298 168
internal_value=0 4.73389e-05 -8.07114e-06 3.85422e-05 0.000107447 0.000231544 0.000413532
internal_weight=0 0.00961048 0.00853423 0.00737469 0.00608185 0.00416187 0.0028411
internal_count=3121 2542 2220 1933 1332 1140 842
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 12
split_gain=1.47953e-05 2.93232e-05 3.99118e-05 4.0412e-05 7.56309e-05 5.26733e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.082480000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015831846447848557 0.0083855636976386417 -0.016197890671836961 -0.010384771503814769 -0.013742985621263363 0.029509791658727372 0.016147653959482332
leaf_weight=0.0011706195067276992 0.0016804345081591621 0.0012167872015606176 0.0013125713984028665 0.00133057097976043 0.0012951124304817173 0.0010585873030500557
leaf_count=542 279 414 386 206 344 950
internal_value=0 -0.00201063 0.000788389 0.00468204 0.0100498 -0.000499053
internal_weight=0 0.00738425 0.00616746 0.00499684 0.00368427 0.00238916
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=9
num_cat=0
split_feature=376 133 43 16 47 4 16 16
split_gain=4.68512e-05 5.93266e-05 7.32812e-05 7.50771e-05 7.00481e-05 0.000132427 6.68861e-05 4.38245e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.092530000000000015 -0.033174999999999989 -0.074319999999999983 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-4.971291718672452e-05 0.00038798616245493063 -0.00047112153159239729 -0.00054089189424779674 0.00069208166738524981 -0.00054390752952625156 0.00027403884847008065 0.00051626049901178366 -0.000278036009426648
leaf_weight=0.0010346053437720413 0.0010582771711391591 0.0011178088370182712 0.0012857764807623698 0.0010640697033892981 0.0011099890372624219 0.001024217166005429 0.0014589611504724469 0.0012011088877325465
leaf_count=242 166 1026 755 234 155 108 240 195
internal_value=0 -4.74267e-05 1.04809e-05 0.000326392 -9.85632e-05 8.97716e-07 0.000189976 -2.39409e-05
internal_weight=0 0.00929654 0.00817873 0.00209868 0.00608005 0.00497006 0.00368429 0.00222533
internal_count=3121 2955 1929 476 1453 1298 543 303
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 42 16 3
split_gain=8.32153e-05 8.44135e-05 6.18659e-05 0.000129005 8.95202e-05 9.38345e-05 8.75391e-05 5.98685e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 0.075730000000000006 -0.013324999999999998 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0007391133825809216 0.00051747034773017453 0.00045583832689461351 0.00013530791827750198 -0.00068687734112390659 -0.00036373872335728944 -0.00021669317570218607 0.0008432672765208033 -8.4087818315311139e-05
leaf_weight=0.00107388979794515 0.0010299900219996128 0.0011122465781218628 0.0016562575240832095 0.0010140682246378438 0.0013444356575068577 0.0012937465529890913 0.0011293878320717743 0.0010719713488748191
leaf_count=204 169 158 596 377 247 1022 179 169
internal_value=0 -6.87181e-05 2.88174e-05 -4.49571e-05 7.50598e-05 0.000219674 0.000422337 -0.000411893
internal_weight=0 0.009696 0.00755014 0.0064379 0.00542383 0.00407939 0.00278565 0.00214586
internal_count=3121 2952 2579 2421 2044 1797 775 373
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=8
num_cat=0
split_feature=48 12 16 3 47 2 12
split_gain=3.55512e-05 5.22596e-05 5.35824e-05 4.27114e-05 8.56929e-05 4.94295e-05 4.56044e-05
threshold=-0.032929999999999994 0.09334000000000002 0.051380000000000002 0.097915000000000016 0.085270000000000026 0.113445 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00034263438466120412 0.00018584424836858024 -0.00054882792933200121 4.0775728934923573e-05 -0.00048644585866262999 0.00063427627143776508 9.8185148528324753e-05 -0.00030057915497030052
leaf_weight=0.0010446175321494689 0.0019545481813057989 0.0013343793119534434 0.0010660230447614957 0.0010191761146900388 0.001113624506818245 0.0012234746308796823 0.0011935448623039899
leaf_count=180 436 503 296 103 205 142 1256
internal_value=0 -3.97193e-05 -0.000286984 5.15324e-05 0.000166795 -0.000167501 1.42525e-06
internal_weight=0 0.00890477 0.0024004 0.00650437 0.00426172 0.00224265 0.00314809
internal_count=3121 2941 799 2142 1897 245 1692
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=9
num_cat=0
split_feature=48 12 4 3 1 4 13 0
split_gain=5.61254e-05 5.31032e-05 6.46745e-05 4.72178e-05 8.69529e-05 5.34288e-05 4.57412e-05 7.45128e-05
threshold=-0.032929999999999994 0.09334000000000002 0.09173000000000002 0.097915000000000016 0.098420000000000021 0.057560000000000007 -0.017449999999999997 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=0.00041326478944458066 -0.00034245795024893412 -0.00067633428355685183 -3.4215099097277669e-05 0.00014172091937040933 0.00065760506274237988 -0.00045710264764980583 -0.00017548878922346448 0.0005200187957285806
leaf_weight=0.0010919831223709922 0.0010302718762337411 0.0010349273312047023 0.0014451784214770018 0.0010252261193874068 0.0010103267949775293 0.0012982326075901057 0.0012569915765428745 0.001119824413453813
leaf_count=180 1007 671 128 125 306 120 494 90
internal_value=0 -5.68508e-05 -0.000302166 3.34057e-05 0.000152422 -0.000192872 2.6172e-06 0.000152196
internal_weight=0 0.00922098 0.00248011 0.00674087 0.00441741 0.00232346 0.00340709 0.00237682
internal_count=3121 2941 799 2142 1897 245 1591 584
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 3 4
split_gain=5.8321e-05 5.04051e-05 3.97796e-05 4.80047e-05 6.52318e-05 9.56024e-05 0.00018301
threshold=0.079410000000000008 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.10299500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.000442535779336298 -0.00045298895221136356 -0.00028836579018070592 0.00051330458464489512 -0.00024054143782333337 -0.00023721738911252878 0.00076426440938485172 -0.00055157662797318042
leaf_weight=0.0010823713095349683 0.0010023010296613582 0.001568104532167611 0.0015139004210696042 0.0015540004468106343 0.0012240268692874125 0.0011163478355220389 0.0010514167597515508
leaf_count=176 609 441 889 243 232 150 381
internal_value=0 4.53316e-05 -8.22263e-06 5.97827e-05 0.000154918 0.000285289 7.68541e-05
internal_weight=0 0.00911017 0.0080278 0.00645969 0.00490569 0.00368167 0.00256532
internal_count=3121 2512 2336 1895 1652 1420 1270
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=5.50198e-05 6.56038e-05 7.42823e-05 5.19473e-05 8.0582e-05 5.07059e-05 0.000116531
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00040535657679772118 -0.00047488061924956304 -0.00061662504432059254 3.8614736168917817e-05 -8.5375386157059171e-05 0.00060719816215867135 0.00039135807987398098 -0.00038010197213382362
leaf_weight=0.0010949475036527634 0.0010061400616825874 0.0014597168465406369 0.001222089491928648 0.0012856017057149586 0.0012980614681430656 0.0016215840239495432 0.0014050662499690495
leaf_count=180 293 572 323 214 232 968 339
internal_value=0 -5.93369e-05 -0.000318035 4.55194e-05 0.000262581 -9.35444e-05 3.32221e-05
internal_weight=0 0.00929826 0.00268181 0.00661645 0.00258366 0.00403279 0.00302665
internal_count=3121 2941 895 2046 446 1600 1307
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 4
split_gain=1.56286e-05 4.64541e-05 5.53001e-05 5.86908e-05 4.31951e-05 5.97709e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019955536899294173 0.011665043424010884 -0.020185206344869502 0.022335067187832281 0.0069999704385059168 0.01287830859593718 -0.021609314291435412
leaf_weight=0.0011736286754238639 0.0010057478176552928 0.001002971209577124 0.0014967852330723501 0.0014203829783585422 0.0015646294799238603 0.0015029797092892699
leaf_count=632 368 713 467 577 180 184
internal_value=0 -0.0015464 0.00154552 0.0051873 -0.000531628 -0.00770884
internal_weight=0 0.00816138 0.00698775 0.00598478 0.00448799 0.00292336
internal_count=3121 2753 2121 1408 941 761
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 16 16
split_gain=5.47328e-05 6.0708e-05 7.93602e-05 4.7685e-05 0.000114401 6.11991e-05 3.58845e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 -0.074319999999999983 -0.5048999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0004147551202820958 0.00042147705013320598 -0.00048359354928806793 -0.00037501922025195468 0.00024191137453528065 -0.00055744504883137693 0.00046978351401960681 -0.00024555334928479957
leaf_weight=0.0014884194174738484 0.0010392926316463913 0.0011084197084718526 0.0016510979473485727 0.0010303600051105211 0.0010728687109679601 0.0015390147629851499 0.0013301209988645477
leaf_count=230 166 1026 852 115 171 324 237
internal_value=0 -5.31772e-05 5.63552e-06 -8.63015e-05 9.5686e-06 0.000165571 -3.27729e-05
internal_weight=0 0.0092203 0.00811188 0.00662346 0.00497236 0.0038995 0.00236048
internal_count=3121 2955 1929 1699 847 676 352
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 15 1
split_gain=5.80403e-05 7.07292e-05 7.99993e-05 5.72697e-05 0.000103011 5.47035e-05 0.000121286
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 -0.21699999999999997 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00042481041389238821 0.00044391388360879821 -0.00051092649254150225 -0.0003880581715395922 -0.00015267960780447268 -0.00050529475575640775 -0.0001354984768423644 0.0007125047754383305
leaf_weight=0.0015150167369298948 0.001039055374398132 0.0011027105964799807 0.0016751514679176739 0.0012875685467556549 0.0010802567665993438 0.0011552619907916123 0.0014781036464152023
leaf_count=230 166 1026 852 177 171 319 180
internal_value=0 -4.47252e-05 1.80342e-05 -7.42727e-05 3.08299e-05 0.000178538 0.000340484
internal_weight=0 0.00929407 0.00819136 0.00667634 0.00500119 0.00392093 0.00263337
internal_count=3121 2955 1929 1699 847 676 499
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 1
split_gain=1.76103e-05 4.08529e-05 2.91951e-05 3.83792e-05 4.04256e-05 5.3222e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.087215000000000015 0.096125000000000016 0.11323000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.022023785748758296 0.020846969344266702 0.0037358842829274238 0.015221405121252972 -0.014008266357519722 -0.017784122270569986 0.011092831179105402
leaf_weight=0.0010702634850367964 0.0010918865179868143 0.0014494447882910742 0.0014388714193707599 0.0015588130267449232 0.0011765450281354688 0.0013949998002044594
leaf_count=1561 312 75 532 217 233 191
internal_value=0 -0.00720571 0.00260896 -0.000866115 0.00472595 -0.00211909
internal_weight=0 0.00251971 0.00666112 0.00522224 0.00366343 0.00257154
internal_count=3121 1636 1485 953 736 424
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=7
num_cat=0
split_feature=47 52 47 3 0 15
split_gain=2.05247e-05 3.91148e-05 4.43298e-05 5.93854e-05 6.26246e-05 4.225e-05
threshold=0.11893500000000001 0.11434500000000002 0.092165000000000011 -0.13309499999999996 -0.010949999999999998 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.016412649785164355 -0.013597907331981747 -0.016744711189497684 0.023470302382318731 -0.0097146428080306761 0.027530665132593127 0.012249917183575978
leaf_weight=0.00148684574871682 0.0010000804487200901 0.0010192842660331275 0.0010224398991964014 0.0019578319043104999 0.0010889520839662391 0.0015845201026005009
leaf_count=249 115 472 187 985 141 972
internal_value=0 0.00158047 0.0041963 0.000975311 0.00655759 0.000110266
internal_weight=0 0.00815987 0.00714059 0.00611815 0.0046313 0.00354235
internal_count=3121 3006 2534 2347 2098 1957
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=8
num_cat=0
split_feature=50 3 0 2 43 3 2
split_gain=6.01616e-05 5.14979e-05 6.37587e-05 0.000148959 8.22229e-05 7.71402e-05 8.78997e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.072864999999999985 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00035021452648859074 -0.00045694865778153344 0.00049224557006100262 -0.00074623054890761127 0.00020483558404193718 -0.00042589340340168982 0.0005874561140345395 -0.00019954297561933365
leaf_weight=0.0017667002771932687 0.0010013218088394454 0.0014917240592930833 0.0012786999790516383 0.0012541279860353968 0.0013469501064712289 0.0010296687132079207 0.0011606912314756799
leaf_count=264 579 784 138 180 957 90 129
internal_value=0 4.88097e-05 -2.16085e-05 -0.000275311 0.000106166 -5.66475e-05 0.000170418
internal_weight=0 0.00932856 0.00756186 0.00253283 0.00502903 0.00353731 0.00219036
internal_count=3121 2542 2278 318 1960 1176 219
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=8
num_cat=0
split_feature=1 2 47 13 151 4 47
split_gain=1.87678e-05 3.60737e-05 3.23394e-05 4.6659e-05 3.692e-05 2.13693e-05 1.56224e-05
threshold=0.077565000000000009 0.10097500000000002 0.086380000000000012 -0.0062949999999999994 -0.0064299999999999991 0.23246000000000003 0.11170500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -4
right_child=2 -3 6 4 5 -7 -8
leaf_value=0.0026176657986377964 0.023952811358586321 -0.021743476144595868 -0.016434474818517147 0.015110189927169372 -0.017336268026021385 0.0032070558772530518 0.00058033592886609837
leaf_weight=0.0014724707374298316 0.0012521903223264444 0.0010351778326368258 0.0010056969317213946 0.001199788755791964 0.0010088892688399516 0.0010165291169207376 0.0011644168164988086
leaf_count=1298 679 338 161 134 277 91 143
internal_value=0 -0.00743881 0.00271378 0.00756962 0.00120883 -0.00702586 -0.00730485
internal_weight=0 0.00250765 0.00664751 0.0044774 0.00322521 0.00202542 0.00217011
internal_count=3121 1636 1485 1181 502 368 304
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 48 2
split_gain=5.60016e-05 5.63388e-05 3.46039e-05 5.3344e-05 6.89146e-05 6.85943e-05 5.1506e-05
threshold=0.079410000000000008 -0.15447499999999995 -0.076794999999999988 0.077555000000000013 0.084100000000000022 0.085325000000000012 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00046686726401091614 -0.00043066628541548737 -0.00026431984046876598 0.00064883096321853757 -0.00025509574539819493 -0.00036260648514868139 -7.3431573885936103e-06 0.00021008886712916029
leaf_weight=0.0011096820092800505 0.0010248331701110695 0.0015825871941403157 0.0015171832682595115 0.0015787850126593884 0.0012170511503541027 0.0010271964983858111 0.0011981703361438226
leaf_count=176 609 441 379 243 850 165 258
internal_value=0 5.24652e-05 -4.16038e-06 5.88101e-05 0.000158735 0.000383926 -7.84973e-05
internal_weight=0 0.00923066 0.00812097 0.00653839 0.0049596 0.00254438 0.00241522
internal_count=3121 2512 2336 1895 1652 544 1108
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=8
num_cat=0
split_feature=42 49 2 3 15 13 15
split_gain=1.76631e-05 3.8557e-05 5.51949e-05 3.70393e-05 9.52455e-05 8.39611e-05 4.58705e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.092670000000000016 -0.016799999999999995 -0.020934999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=-0.024229018903111355 -0.011271261488083675 -0.010615847889816869 0.005633781936231725 -0.022669166099009014 0.018663495808870053 0.037337904675885068 0.0083652732330911517
leaf_weight=0.0011882852727095406 0.0012175108845514588 0.0010112999588776581 0.0012917300360631911 0.0012023778402719381 0.0010395178412201042 0.0012037036127486964 0.0010008063496033353
leaf_count=324 630 759 252 153 78 353 572
internal_value=0 0.00166426 -0.00867481 0.0063624 -0.00350412 0.0132408 0.0241849
internal_weight=0 0.00793772 0.00248002 0.00545771 0.0022419 0.00321581 0.00220451
internal_count=3121 2491 576 1915 231 1684 925
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=7
num_cat=0
split_feature=50 3 16 47 3 42
split_gain=6.02274e-05 6.04233e-05 5.11837e-05 5.22855e-05 9.18014e-05 6.48883e-05
threshold=0.079410000000000008 -0.15447499999999995 0.26799500000000004 0.077555000000000013 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00047588696404154382 -0.000457404307739004 -0.00027228672365526587 -0.0003560073949587708 -0.00025508630819123991 0.00049754271280294169 0.00028995527323487055
leaf_weight=0.0011015311377386297 0.0010189565866694826 0.0019567706150930885 0.0013903557380315077 0.0015788468753232992 0.0018843893495616298 0.0013226082923418871
leaf_count=176 609 699 281 245 206 905
internal_value=0 4.49124e-05 -1.34588e-05 5.71761e-05 0.000152652 -4.55286e-05
internal_weight=0 0.0092345 0.00813297 0.00674262 0.00516377 0.00327938
internal_count=3121 2512 2336 2055 1810 1604
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=9
num_cat=0
split_feature=1 12 475 15 15 15 42 3
split_gain=9.75571e-05 5.52218e-05 4.7778e-05 7.79987e-05 6.33448e-05 7.11392e-05 4.8928e-05 3.34167e-05
threshold=0.13686500000000004 0.11527000000000001 -1.0000000180025095e-35 -0.15914499999999995 -0.095869999999999983 -0.03241999999999999 1.0000000180025095e-35 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00040933112578416209 0.0005708453605567875 -0.00049765238336532214 0.0005010650401786734 -0.0004512630044237715 0.00039566525569258447 0.00025525507412283647 -0.00043531203512850816 -0.00021549128490230054
leaf_weight=0.0010477968819194361 0.0010135127765137702 0.0010305385987254686 0.0011771983329242983 0.0012138588254260617 0.0015619410290068775 0.0013630603169547629 0.0011674807621002972 0.0010088732384302482
leaf_count=473 169 138 202 242 548 616 661 72
internal_value=0 -6.88923e-05 -1.71542e-05 3.76908e-05 -4.86852e-05 4.71075e-05 -0.000106711 5.50288e-05
internal_weight=0 0.00957075 0.00854021 0.00749241 0.00631521 0.00510136 0.00353941 0.00237193
internal_count=3121 2952 2814 2341 2139 1897 1349 688
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=10
num_cat=0
split_feature=50 15 47 16 0 0 0 16 4
split_gain=6.99471e-05 7.88049e-05 7.20012e-05 7.43685e-05 0.000118351 0.000158869 0.000133687 7.36011e-05 0.000107611
threshold=0.086580000000000004 -0.24436499999999997 0.11893500000000001 0.26799500000000004 0.12500000000000003 -0.062294999999999996 -0.10607499999999999 -0.27167499999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0005156115352078904 -0.0004705284955514348 -0.00014078916755443874 -0.00051395045688289317 -0.00043881735162517823 -0.00048704442773283928 0.00082802249759363891 -0.00054196061847077977 4.9632803902762083e-05 0.0008658333971705086
leaf_weight=0.0012067443480429712 0.0011238345238194789 0.0013375791068335045 0.001000237748321294 0.0010756431631619434 0.0010765957386901764 0.0012959354638604733 0.0011115291910305772 0.0013353954769575477 0.0011609734745283984
leaf_count=219 579 171 76 309 55 166 1311 172 63
internal_value=0 4.39227e-05 -1.66707e-05 4.25882e-05 0.000113348 0.000216911 5.67725e-05 0.000230356 0.000429219
internal_weight=0 0.0106006 0.00939389 0.00839365 0.00731801 0.00624141 0.00494548 0.00383395 0.00249637
internal_count=3121 2542 2323 2247 1938 1883 1717 406 235
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=8
num_cat=0
split_feature=49 15 12 3 2 1 12
split_gain=1.86851e-05 4.10562e-05 2.96753e-05 7.03254e-05 4.55627e-05 4.26482e-05 2.21835e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.051320000000000005 0.12178000000000001 0.083995000000000014 0.094465000000000007 0.09364500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=0.021922496273620275 0.00023880335901408224 -0.0058591959130144828 -0.022710526755637651 -0.017526168605840216 0.01097131842397997 0.02620848002842634 -0.0099838214903604991
leaf_weight=0.0010730706232656658 0.0012940946263519739 0.0010548416891596681 0.0014444463818679737 0.0010825393826947392 0.0010155110673404776 0.0012366653588741841 0.0010052747880552569
leaf_count=226 198 199 645 147 925 245 536
internal_value=0 0.00815065 -0.00253608 0.00380466 -0.00914776 0.012929 0.000546823
internal_weight=0 0.00212791 0.00707853 0.0036133 0.00346523 0.00253076 0.00202079
internal_count=3121 425 2696 590 2106 443 1461
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=7
num_cat=0
split_feature=1 457 15 1 15 15
split_gain=1.97685e-05 3.33317e-05 5.27872e-05 5.25585e-05 9.0568e-05 6.82234e-05
threshold=0.12500000000000003 0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.070929999999999979 -0.15914499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0150032212188142 0.0096695740400328262 0.013067981670479038 -0.024879670498097566 0.014389739415578653 0.031134840755126521 -0.019575734504766715
leaf_weight=0.0017514661200100159 0.0017015745806949799 0.0011908805133357845 0.0011180855698373479 0.0010708652729773342 0.0010272046612259788 0.0013207063528229051
leaf_count=761 279 271 1139 142 305 224
internal_value=0 -0.00227234 -0.00517748 -0.000916805 0.00629978 -0.00436714
internal_weight=0 0.00747921 0.00628833 0.00517024 0.00341878 0.00239157
internal_count=3121 2842 2571 1432 671 366
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=8
num_cat=0
split_feature=50 15 51 43 15 52 0
split_gain=6.80718e-05 5.83013e-05 6.66123e-05 7.87191e-05 4.91868e-05 7.08139e-05 3.96236e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.031924999999999995 -0.14968999999999996 -0.095869999999999983 0.084960000000000022 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047198228542870576 -0.00048256298701175306 -0.00035178344250877099 0.00051529844385703389 -0.00032429392970703458 0.00049958450242186092 -0.00031535308274103401 2.9296404090718235e-05
leaf_weight=0.0011017778246684021 0.0010310505762594494 0.00172086420166966 0.0012931688546945208 0.0015054935035126388 0.0013723597526900033 0.0011521212255880772 0.0013828344415375633
leaf_count=219 579 527 177 279 155 598 587
internal_value=0 4.78128e-05 -7.64572e-06 8.06657e-05 -2.3172e-05 9.28506e-05 0.000263546
internal_weight=0 0.00952862 0.00842684 0.00670598 0.00541281 0.00390732 0.00275519
internal_count=3121 2542 2323 1796 1619 1340 742
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=7
num_cat=0
split_feature=47 4 15 12 48 52
split_gain=1.66608e-05 3.87759e-05 6.58832e-05 4.23789e-05 3.06477e-05 5.31465e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 0.095330000000000012 0.083985000000000018 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.015928399501275232 -0.012234995776310008 -0.0071550537508085522 0.026130697907851975 -0.020969053142816572 0.012061103274524974 0.011041583896481353
leaf_weight=0.0017875861787454341 0.0010006538795059436 0.0010327312897051113 0.0014018000792356011 0.0010730915387944196 0.0016435821297443092 0.0012357590122796551
leaf_count=977 115 169 228 570 407 655
internal_value=0 0.00143541 0.0120108 -0.00304998 0.00107025 -0.00490472
internal_weight=0 0.00817455 0.00243453 0.00574002 0.00466693 0.00302335
internal_count=3121 3006 397 2609 2039 1632
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=7
num_cat=0
split_feature=1 47 15 0 3 2
split_gain=1.80519e-05 3.31372e-05 6.15458e-05 5.185e-05 4.27254e-05 2.33381e-05
threshold=0.12337000000000002 0.092530000000000015 -0.03241999999999999 -0.15202999999999997 -0.12711499999999995 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.0021718064769756865 0.0088565880428326717 -0.018420590834802405 -0.025274352564689847 0.026161169505003856 0.010833685827915933 -0.0084928609427377885
leaf_weight=0.0012604265463004539 0.0018226123092402648 0.001082073040483693 0.0010128570804614832 0.0013247711726336623 0.0010096629460850637 0.0016392881100028844
leaf_count=107 294 261 205 790 1072 392
internal_value=0 -0.00226433 0.000534173 0.0123473 -0.00780576 -0.00112644
internal_weight=0 0.00732908 0.00624701 0.0025852 0.00366181 0.00264895
internal_count=3121 2827 2566 897 1669 1464
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=8
num_cat=0
split_feature=3 3 13 16 16 0 15
split_gain=1.72286e-05 3.73841e-05 4.49563e-05 6.61065e-05 4.55828e-05 3.49987e-05 1.40714e-05
threshold=0.13524500000000003 0.083060000000000009 -0.036034999999999991 0.0065250000000000004 -0.25582999999999995 -0.23001499999999997 -0.045854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -3 -1
right_child=-2 5 3 -5 -6 -7 -8
leaf_value=-0.00096952006631951615 0.0097748466934223528 -0.00095083598578282562 0.014446105222076074 0.028495824212257825 -0.014331200126388664 -0.02602279165237379 -0.017739473934873334
leaf_weight=0.0010000765326766993 0.0014943453484048946 0.0011730697032878989 0.0010445459613258653 0.0011930788389323405 0.001163583775427449 0.0010597598919691795 0.0010013196949668999
leaf_count=623 192 104 129 293 759 124 897
internal_value=0 -0.00196635 0.00253199 0.0095295 -0.000718224 -0.0128506 -0.00935971
internal_weight=0 0.00763543 0.0054026 0.00340121 0.00220813 0.00223283 0.0020014
internal_count=3121 2929 2701 1181 888 228 1520
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=7
num_cat=0
split_feature=16 1 47 2 52 12
split_gain=1.41751e-05 4.03037e-05 6.8361e-05 4.52803e-05 5.4213e-05 2.92088e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 0.10097500000000002 -0.066844999999999988 0.082480000000000012
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.010611702055941509 -0.014612295486728932 0.022631368625310341 -0.0060669818286499351 -0.020532022113596216 0.023758712416796682 -4.896781495847155e-05
leaf_weight=0.0011132637960774407 0.0012833089948777378 0.0018532283467861594 0.0015033655324214446 0.0012893688936869352 0.0010062195457126858 0.0010562916751843531
leaf_count=130 461 445 160 435 150 1340
internal_value=0 0.00143266 0.00977783 -0.00461053 0.00152509 0.0115659
internal_weight=0 0.00799178 0.00335659 0.00463519 0.00334582 0.00206251
internal_count=3121 2991 605 2386 1951 1490
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=8
num_cat=0
split_feature=376 43 3 16 457 2 4
split_gain=8.00204e-05 7.60607e-05 9.55478e-05 7.32561e-05 4.97979e-05 4.63582e-05 8.90068e-05
threshold=0.048375000000000008 -0.074359999999999996 -0.07908999999999998 0.071345000000000006 0.045365000000000009 0.116525 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-5.208757990540514e-05 0.00049761747875440515 -0.00069430099901420981 0.00069054456844830727 -0.00063991729639784501 0.00029198826388360374 0.00017583109148137165 -3.1789283188189624e-05
leaf_weight=0.0019580733395495532 0.0011066470432870767 0.0012930187769138943 0.0010094966369001558 0.0010984044568059246 0.0010808055055748778 0.0010685742814144045 0.0019636515959685504
leaf_count=834 166 1025 285 298 119 186 208
internal_value=0 -5.95937e-05 0.000200538 -0.000178275 -8.44787e-05 -0.000178551 -0.000294831
internal_weight=0 0.00947202 0.00296757 0.00650445 0.00540605 0.00432524 0.00325667
internal_count=3121 2955 1119 1836 1538 1419 1233
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=9
num_cat=0
split_feature=1 16 13 2 4 48 3 12
split_gain=6.90238e-05 6.25497e-05 8.13935e-05 7.18603e-05 8.97697e-05 8.90559e-05 6.90186e-05 3.44621e-05
threshold=0.13686500000000004 -0.5315899999999999 -0.095304999999999987 0.11215000000000001 0.076415000000000025 0.083985000000000018 -0.084074999999999997 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00048306787092769352 0.00046394308338252471 -0.00060343796534962236 -0.00053658130915648302 -0.00028839374553919582 0.00065334772261886034 0.00048183862648580546 0.0001134903700422253 -9.4085253262866372e-05
leaf_weight=0.0011870883587527708 0.0010675260452465999 0.0010077546734677399 0.001051342654604959 0.0014216591884314263 0.0013086482986945794 0.001287466501367972 0.0015590938181384707 0.0010354101882000606
leaf_count=125 169 197 781 319 144 349 967 70
internal_value=0 -6.09437e-05 -3.15603e-06 0.000102315 0.000208999 5.98174e-05 -0.000148323 -0.000345314
internal_weight=0 0.00985846 0.00867138 0.00662821 0.00520655 0.0038979 0.00261044 0.00204316
internal_count=3121 2952 2827 2560 2241 2097 1748 267
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=8
num_cat=0
split_feature=376 43 1 16 457 2 4
split_gain=4.65539e-05 4.80775e-05 6.52522e-05 5.97639e-05 6.74651e-05 6.30108e-05 0.000104447
threshold=0.048375000000000008 -0.074359999999999996 0.10781 0.071345000000000006 0.045365000000000009 0.11510000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-8.0686870257334599e-05 0.00038009832349610484 -0.00076463968308973799 0.0005233187247059509 -0.00057191440786866362 0.00037511125098551923 0.00021568822661421083 -2.4216958834947604e-05
leaf_weight=0.0017488354053897242 0.0010636423113302576 0.0012283467955309447 0.0011332719499247881 0.0010666410264380376 0.0010756315224145635 0.0011498017810889147 0.0018144812162362077
leaf_count=949 166 1016 170 298 119 205 198
internal_value=0 -5.31384e-05 0.000156814 -0.000148658 -6.29627e-05 -0.000175352 -0.000323115
internal_weight=0 0.00921701 0.00288211 0.0063349 0.00526826 0.00419263 0.00304283
internal_count=3121 2955 1119 1836 1538 1419 1214
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=8
num_cat=0
split_feature=151 4 16 48 52 2 3
split_gain=1.53829e-05 4.3197e-05 4.98149e-05 4.28902e-05 4.25393e-05 4.73802e-05 2.49267e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088965000000000002 -0.087769999999999987 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.011202396602585389 -0.020017704638653828 0.02439652406813303 -0.019798931321861446 0.019612037752479786 -0.0095468412004453083 0.019130646550967568 0.0034130780635256521
leaf_weight=0.0010899407248087358 0.001342395493182786 0.00105376018585987 0.0010884140148635069 0.0010513120685805045 0.001203409748205584 0.0011052516321632623 0.0012233639867049537
leaf_count=369 369 81 435 254 1098 216 299
internal_value=0 0.00145468 -0.00313383 0.00196124 -0.00350125 0.00418226 0.0131234
internal_weight=0 0.00806791 0.00579078 0.00444839 0.00339708 0.00230866 0.00227712
internal_count=3121 2752 2372 2003 1749 1314 380
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=8
num_cat=0
split_feature=15 13 16 48 42 16 3
split_gain=1.83638e-05 4.05825e-05 6.22962e-05 5.42201e-05 5.38399e-05 4.30611e-05 2.59483e-05
threshold=-0.11713499999999999 0.11596500000000001 0.22339500000000004 0.086260000000000017 0.075730000000000006 -0.032969999999999992 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.01967879861257095 0.0056077892736497281 0.017615965746035345 -0.023991901759909579 -0.013902128509572818 -0.0082286190200736731 0.033019682354439535 0.0028276559092463723
leaf_weight=0.0010207186513274723 0.0011900111253259271 0.0014000480474977896 0.0010041224653604729 0.001299398842829722 0.0010845083564569903 0.0011053835032118512 0.0010283719521759311
leaf_count=222 578 167 385 270 1030 207 262
internal_value=0 0.00236561 -0.00139115 0.00345871 0.0101331 0.0188084 -0.00838354
internal_weight=0 0.00708347 0.00568342 0.0046793 0.0033799 0.00229539 0.00204909
internal_count=3121 2637 2470 2085 1815 785 484
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=8
num_cat=0
split_feature=50 484 42 43 3 0 151
split_gain=5.01717e-05 5.19013e-05 4.44446e-05 5.53067e-05 4.95505e-05 9.69585e-05 5.96698e-05
threshold=0.079410000000000008 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 -0.116045 -0.10096999999999999 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00034950171676499008 -0.00041602183022492557 0.00046192622173734109 0.0003494971425264886 0.00026515197227413494 -0.00034197574247157891 -0.00067723402803705486 0.00025847029316832746
leaf_weight=0.001260207446008175 0.0010279735225023423 0.0010021250985523889 0.0017721803942269028 0.0013784230220617809 0.0010352197494728817 0.0010432515740224253 0.0016512806544218008
leaf_count=658 609 322 558 164 95 569 146
internal_value=0 4.0862e-05 -1.09722e-05 5.1033e-05 -5.25133e-05 -0.000169914 2.70936e-05
internal_weight=0 0.00914269 0.00814056 0.00688036 0.00510817 0.00372975 0.0026865
internal_count=3121 2512 2190 1532 974 810 241
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=6
num_cat=0
split_feature=52 160 13 4 15
split_gain=1.63898e-05 3.3115e-05 5.03251e-05 3.34219e-05 6.79009e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.083364999999999981 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0080484306556307065 -0.015844305923577266 0.014107610464266788 -0.017346868289168753 -0.013510680538687252 0.021216231118580439
leaf_weight=0.0019636940795355797 0.0014356367036473059 0.0019655047639990943 0.0014788942977544128 0.0012641457158460827 0.001015218386357128
leaf_count=771 825 445 779 173 128
internal_value=0 -0.00226452 0.00114156 -0.00563946 0.00195653
internal_weight=0 0.0071594 0.00572376 0.00375826 0.00227936
internal_count=3121 2350 1525 1080 301
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=9
num_cat=0
split_feature=159 15 1 160 49 52 0 15
split_gain=8.14285e-05 5.63813e-05 6.40272e-05 6.89836e-05 7.80615e-05 9.87928e-05 9.83588e-05 5.98709e-05
threshold=-0.032739999999999991 -0.24436499999999997 0.13146500000000003 -0.027994999999999996 -0.081404999999999991 0.077655000000000016 -0.10151999999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00052533524418669987 0.00044689014128711392 0.00034877118491217541 0.00044955986886478571 0.00032216728999236681 -0.0004876131370704538 0.0001110894315775279 -0.00089850268723382348 0.00014397293567164872
leaf_weight=0.0010880097052511717 0.0011552828726156929 0.0012450130448388727 0.0010141335805565425 0.0010976041110446963 0.0013105368474949312 0.0018895963718684704 0.0012073953943393949 0.0010310142236190111
leaf_count=421 225 449 88 166 130 589 917 136
internal_value=0 3.96464e-05 -1.38461e-05 -7.42426e-05 -0.000154819 -0.000251084 -0.000443919 -0.000209518
internal_weight=0 0.00995058 0.00879529 0.00778116 0.00653615 0.00543854 0.00354895 0.00234155
internal_count=3121 2700 2475 2387 1938 1772 1183 266
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=8
num_cat=0
split_feature=1 16 13 0 48 0 15
split_gain=7.60926e-05 5.37479e-05 7.12095e-05 8.12881e-05 6.19695e-05 7.86386e-05 5.01955e-05
threshold=0.13686500000000004 -0.5315899999999999 -0.13710499999999998 -1.0000000180025095e-35 0.085875000000000021 -0.11991499999999998 -0.053579999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00044665736623642209 0.00052130483845157726 -0.00036217361553972415 0.00045386755673926677 0.00048368170088399724 -0.00039868209783302968 0.00016050405489775678 -0.00040743162986294661
leaf_weight=0.0011292577239295542 0.0010086826369484761 0.0016047079204075396 0.0014911590774761285 0.0015982451568997301 0.0012688620690618317 0.0012123755375428957 0.0011812700978537595
leaf_count=125 169 156 179 244 376 509 1363
internal_value=0 -4.51526e-05 9.10411e-06 9.73446e-05 -2.24655e-05 0.000100415 -0.000119774
internal_weight=0 0.00948588 0.00835662 0.00675191 0.00515367 0.0038848 0.00239365
internal_count=3121 2952 2827 2671 2427 2051 1872
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=8
num_cat=0
split_feature=1 16 42 13 0 0 52
split_gain=6.00072e-05 4.14635e-05 5.58966e-05 6.94692e-05 0.000114555 7.0223e-05 0.000127881
threshold=0.13686500000000004 -0.5315899999999999 -1.0000000180025095e-35 -0.13710499999999998 -0.060129999999999996 -0.11242999999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00040174489561314186 0.00044779556119595073 -0.00041909847445757291 -0.00030110408607633905 -0.00036233372787473005 0.00054642172543377214 -0.00042069936255583108 0.00052822601339159081
leaf_weight=0.0011350238311915598 0.0010318075190948696 0.0010793782453597314 0.0016093141734365062 0.0010814203644653429 0.0019465671498665026 0.0012437024785802208 0.0014526605522077393
leaf_count=125 169 834 155 100 359 1239 140
internal_value=0 -4.99585e-05 -2.49816e-06 5.88176e-05 0.000160004 -3.91041e-05 0.000148179
internal_weight=0 0.00954807 0.00841304 0.00733366 0.00572435 0.00377778 0.00253408
internal_count=3121 2952 2827 1993 1838 1479 240
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=7
num_cat=0
split_feature=1 12 2 151 16 43
split_gain=1.53794e-05 2.6349e-05 3.81536e-05 4.17143e-05 7.25993e-05 4.34358e-05
threshold=0.12500000000000003 0.098810000000000023 1.0000000180025095e-35 -0.0083949999999999979 -0.15241499999999997 -0.063379999999999978
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.015713785569207071 0.0085037999424569174 -0.015357280821027566 -0.010793351114202415 0.032845577906359676 0.015478561570594129 -0.0098608706065603166
leaf_weight=0.0011613236877872262 0.0017125967657034618 0.0012335047126358226 0.0013355914372919367 0.0010007748986550322 0.0012155412818929832 0.0015254042277383706
leaf_count=535 279 414 387 186 524 796
internal_value=0 -0.00200258 0.00063792 0.00437801 0.00979337 0.00137654
internal_weight=0 0.00747214 0.00623864 0.00507731 0.00374172 0.00274095
internal_count=3121 2842 2428 1893 1506 1320
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=7
num_cat=0
split_feature=42 43 13 16 52 15
split_gain=1.57158e-05 3.82653e-05 3.76942e-05 3.67884e-05 3.41377e-05 4.19063e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.063184999999999977 0.064860000000000015 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.010133416095292155 -5.3215971964936221e-05 0.016026662797128267 0.027087196578147555 -0.018082104316764987 -0.016321435505688691 0.0061295396450541592
leaf_weight=0.0013198240423538425 0.0010312552720545911 0.0012064440640745635 0.0010157848171196567 0.0011999333781682929 0.0014628323969729357 0.0019260878151436162
leaf_count=862 719 165 184 267 214 710
internal_value=0 0.00166128 0.0134144 -0.00249022 0.00158111 -0.00356146
internal_weight=0 0.00784234 0.00204704 0.0057953 0.00459536 0.00338892
internal_count=3121 2259 903 1356 1089 924
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=7
num_cat=0
split_feature=3 3 12 16 0 13
split_gain=1.69239e-05 3.19791e-05 4.11041e-05 6.71335e-05 3.07973e-05 1.63428e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 -0.16927999999999996 -0.23001499999999997 0.0015850000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1
right_child=-2 4 3 -5 -6 -7
leaf_value=0.022389183180075194 0.0096466337298139766 -0.00082210412585017364 0.010266401143860892 -0.017951715506170064 -0.02437038217635332 0.0044311003852228591
leaf_weight=0.0010198776441835452 0.0015081566480700508 0.0011666845974553919 0.0016063962133875676 0.0017743822268529168 0.0010599714781354633 0.0010072657308151933
leaf_count=350 192 104 195 2048 124 108
internal_value=0 -0.00194573 0.00220717 -0.00454372 -0.012032 0.013466
internal_weight=0 0.00763458 0.00540792 0.00338078 0.00222666 0.00202714
internal_count=3121 2929 2701 2243 228 458
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=8
num_cat=0
split_feature=376 50 3 0 43 3 2
split_gain=5.65535e-05 8.59403e-05 8.13851e-05 0.000122314 9.47097e-05 7.24978e-05 8.62749e-05
threshold=0.048375000000000008 0.086580000000000004 -0.13927999999999999 -0.053834999999999994 -0.072864999999999985 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00039540873670194742 0.00042104043455531368 -0.000581911849028098 0.00051854235140379016 -0.00049428694167713485 -0.00041484310500664804 0.00055206543476858151 -0.00021851161252066121
leaf_weight=0.0017678146808817472 0.0011244918860689344 0.0010202739137337253 0.00139985109075193 0.001940562924677037 0.001489577751755602 0.0010527642927938563 0.0011901025135415463
leaf_count=260 166 555 712 277 937 90 124
internal_value=0 -4.30801e-05 1.91048e-05 -7.49499e-05 8.36048e-05 -7.95183e-05 0.000143184
internal_weight=0 0.00986095 0.00884067 0.00707286 0.0051323 0.00373244 0.00224287
internal_count=3121 2955 2400 2140 1863 1151 214
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=9
num_cat=0
split_feature=376 133 43 16 49 4 48 0
split_gain=4.26617e-05 5.99489e-05 7.79925e-05 8.56463e-05 5.10587e-05 6.32442e-05 6.07294e-05 6.23992e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.065470000000000014 -0.062539999999999984 0.086035000000000014 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-6.7538457204780047e-05 0.00037123009101573229 -0.00048097913104740305 -0.00061477483928237093 0.0007283028063627897 0.00028885386436592068 0.00039880842622975137 -0.00048809426710525003 -0.00018422166459491522
leaf_weight=0.0010252633028480969 0.0010319156582686952 0.0010896439019320936 0.0010521969272251699 0.0010547318955167982 0.0010440458278245107 0.0012623110299515739 0.0010016891821938243 0.0016007312384177439
leaf_count=242 166 1026 696 234 234 129 135 259
internal_value=0 -4.9378e-05 9.10887e-06 0.00033602 -0.000104962 -0.000188584 -7.25504e-05 7.28354e-05
internal_weight=0 0.00913061 0.00804097 0.00208 0.00596097 0.00491693 0.00386473 0.00286304
internal_count=3121 2955 1929 476 1453 1219 523 388
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=8
num_cat=0
split_feature=50 484 42 43 2 2 16
split_gain=5.29114e-05 9.67083e-05 3.65829e-05 4.86761e-05 5.273e-05 8.0295e-05 5.14831e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 0.11144000000000001 0.096325000000000008 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00032777849270775603 -0.00042259059002123568 0.00059435545636054492 0.00030014080750299688 0.00021140642633016784 0.00021965024411868555 -0.00066403758731771792 -0.00033511744981640142
leaf_weight=0.0013194721004425695 0.0010435850207234114 0.0010829059552133905 0.0018670088506651536 0.0015635914765860957 0.0016989804489064824 0.0010264932639533144 0.0011501345008685048
leaf_count=667 579 322 571 171 244 187 380
internal_value=0 4.20428e-05 -2.72969e-05 2.69689e-05 -6.67976e-05 -0.000196915 -2.0222e-05
internal_weight=0 0.00970859 0.00862568 0.00730621 0.0054392 0.00374022 0.00271373
internal_count=3121 2542 2220 1553 982 738 551
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=7
num_cat=0
split_feature=484 160 42 43 2 4
split_gain=1.70578e-05 5.09318e-05 5.56818e-05 5.07492e-05 4.41136e-05 5.81282e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.11144000000000001 0.181285
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.020883174974494961 0.012285822368833525 -0.020038491383457504 0.021073074834745548 -0.017534700364215099 0.014036928345672654 0.011379305579176796
leaf_weight=0.0011674339644746849 0.0010013103065577801 0.0010114475240633391 0.0015263411831801695 0.001910261809672444 0.0014897097007502305 0.0010932003724791516
leaf_count=632 368 713 467 611 240 90
internal_value=0 -0.0015403 0.00167143 0.00531931 -3.22843e-05 -0.00701058
internal_weight=0 0.00819839 0.00703096 0.00601951 0.00449317 0.00300346
internal_count=3121 2753 2121 1408 941 701
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=2.00176e-05 4.68756e-05 5.01197e-05 3.09751e-05 4.29068e-05 2.69433e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.089885000000000007 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.02618219362280054 -0.011954133272611878 0.019494620413039218 0.0025819146267787247 0.018828775864257546 -0.011482190386313998 -0.0016078344018724006
leaf_weight=0.0010510211990274519 0.0012209609661948525 0.0013789798796663552 0.0014299193634247493 0.0015700039858159006 0.0014444901022653747 0.0010780456788313719
leaf_count=307 630 1161 276 238 401 108
internal_value=0 0.00179801 -0.00960366 0.00696785 0.00219491 0.0102357
internal_weight=0 0.00795246 0.00248094 0.00547152 0.00390152 0.00245703
internal_count=3121 2491 583 1908 1670 1269
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=7
num_cat=0
split_feature=42 49 2 3 15 1
split_gain=1.62406e-05 3.8091e-05 4.0955e-05 2.88229e-05 0.000100912 6.28958e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.089885000000000007 0.092670000000000016 -0.016799999999999995 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.023727129744709315 -0.010774173673348699 0.001344085940113213 0.0023238782289483921 -0.022233989740336104 0.020167548246769584 0.030160921338671084
leaf_weight=0.0010441781821821225 0.0012193032477486572 0.0019777252051572203 0.0014298288151361471 0.0011985686287054563 0.001055624579539908 0.0012275008042702475
leaf_count=307 630 1396 276 153 78 281
internal_value=0 0.00162207 -0.0086712 0.0062866 -0.00237761 0.01238
internal_weight=0 0.00793343 0.00247401 0.00545942 0.00225419 0.00320523
internal_count=3121 2491 583 1908 231 1677
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=7
num_cat=0
split_feature=1 42 3 3 151 1
split_gain=1.68838e-05 3.65901e-05 9.25937e-05 3.55138e-05 3.0266e-05 5.56998e-05
threshold=0.12337000000000002 0.075730000000000006 -0.12018999999999998 -0.10217499999999997 -0.0083949999999999979 0.095025000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6
right_child=-2 3 4 -5 5 -7
leaf_value=0.029200643653173625 0.0085811239216400225 -0.02542340429505778 -0.019093041103432653 -4.2169632169226169e-05 -0.010879442548994804 0.016574642751905549
leaf_weight=0.0010338780351571569 0.0018236980483441025 0.0011204543073717915 0.0010337034045602754 0.0010852278851314619 0.0017484146314087263 0.0012800047846384141
leaf_count=199 294 128 198 1308 820 174
internal_value=0 -0.00217543 0.00248179 -0.0129355 -0.0043186 0.000724419
internal_weight=0 0.00730168 0.005096 0.00220568 0.00406212 0.00302842
internal_count=3121 2827 1391 1436 1192 994
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=9
num_cat=0
split_feature=50 160 49 16 3 2 16 3
split_gain=7.69798e-05 5.25691e-05 5.80351e-05 6.95829e-05 0.000118234 0.000126815 0.000130163 5.49628e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.10613000000000002 -0.083539999999999989 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 -3
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00035057963944678882 -0.00051264273904569812 0.00058126886028103144 -0.000792002382307186 0.00029914974812747286 0.000684203879790244 -0.00059270966099400884 -0.00027802281606792006 -4.3616817160015771e-05
leaf_weight=0.001841873180422191 0.0010243603132138587 0.0010327093126860157 0.0011070919564340341 0.0011753575183792459 0.0011319884604824595 0.0011000770883637279 0.001034386607831022 0.001136948095412274
leaf_count=626 579 193 105 269 455 201 582 111
internal_value=0 5.29374e-05 -1.80887e-05 -0.000124405 -0.000238232 -5.05437e-05 0.000224766 0.000253815
internal_weight=0 0.00956043 0.00771856 0.0055489 0.00437354 0.00326645 0.00216638 0.00216966
internal_count=3121 2542 1916 1612 1343 1238 1037 304
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=7
num_cat=0
split_feature=49 15 3 1 47 0
split_gain=1.84152e-05 3.88703e-05 2.80037e-05 4.87134e-05 4.41031e-05 4.4928e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.12408500000000001 0.086380000000000012 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.021656821848359327 -0.014043185391849719 -0.0055690449859675615 0.011377613147603764 0.018215535460569542 -0.021852395216338628 -0.013334661267095189
leaf_weight=0.0010607710109175788 0.0016132394254685777 0.0010370550875492051 0.0018938055171680772 0.0012571812989003285 0.0010602588531171226 0.0012030213482690185
leaf_count=226 267 199 1735 215 281 198
internal_value=0 0.00819778 -0.00247867 0.0009671 -0.00424915 0.00177766
internal_weight=0 0.00209783 0.00702751 0.00541427 0.00415709 0.00309683
internal_count=3121 425 2696 2429 2214 1933
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=7
num_cat=0
split_feature=0 12 150 15 15 0
split_gain=1.84298e-05 3.95474e-05 3.0599e-05 5.53346e-05 0.000110321 1.33467e-05
threshold=-0.019414999999999998 0.051320000000000005 0.081835000000000019 -0.0088349999999999974 -0.10091499999999999 -0.14226499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0086529148105591869 0.021534738510616845 -0.0026925268873178709 0.0096878166494705036 0.0079418917174674929 -0.03937525247512938 0.0076366744619860011
leaf_weight=0.0010083957454745333 0.0010969990662046901 0.0017463634729755549 0.0014486526374241672 0.0016519598315446467 0.0011482243220513918 0.0010035510444620158
leaf_count=123 190 175 372 1234 689 338
internal_value=0 0.00665461 -0.00305384 -0.00688961 -0.0146427 -0.000527733
internal_weight=0 0.00284336 0.00626078 0.00481213 0.00316017 0.00201195
internal_count=3121 365 2756 2384 1150 461
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=7
num_cat=0
split_feature=0 12 13 52 42 2
split_gain=1.49859e-05 3.23652e-05 3.01064e-05 6.48627e-05 4.52641e-05 4.05169e-05
threshold=-0.019414999999999998 0.080890000000000017 -0.010384999999999998 -0.07167999999999998 0.085505000000000012 0.10855000000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.020137630945429585 0.018839681535641476 -0.0028802877207268476 -0.028126457440125131 0.010562292845339501 -0.007290520593403866 -0.014411034314177663
leaf_weight=0.0011670241485919187 0.0011606843260470586 0.0016777254069520377 0.0011509534295267346 0.0015741552059757645 0.0012420053851532197 0.0011061741218084536
leaf_count=699 193 172 274 550 1101 132
internal_value=0 0.00600146 -0.00276275 -0.00827051 0.0059967 0.00025578
internal_weight=0 0.00283841 0.00624031 0.00383128 0.00240903 0.00268033
internal_count=3121 365 2756 956 1800 682
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=6
num_cat=0
split_feature=52 52 0 16 13
split_gain=1.57856e-05 2.74011e-05 2.27311e-05 4.26392e-05 2.3269e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.056919999999999991 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0079612599081426132 -0.015581523159598338 0.010659200450959425 0.013939790396845737 -0.014744108721474802 -0.0060621880112660944
leaf_weight=0.0019453442715914445 0.0012599653756380181 0.0016410743118004936 0.0013896484704773769 0.0018207769552854272 0.0010002433791270692
leaf_count=771 438 234 1064 413 201
internal_value=0 -0.00220448 0.00067579 -0.00321516 0.00556835
internal_weight=0 0.00711171 0.00585174 0.00421067 0.00238989
internal_count=3121 2350 1912 1678 1265
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=5.07922e-05 4.7507e-05 0.000101552 5.18215e-05 7.12115e-05 3.95416e-05 8.78958e-05
threshold=-0.032929999999999994 0.092355000000000007 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00040304571759213658 -0.00039689799780104768 -0.00064313335386253828 0.00013982042519126062 -6.358702067873894e-05 0.00059975205467636668 0.00043010067024863951 -0.00028539285690822378
leaf_weight=0.0010505930277008224 0.0012150542594883788 0.0013672108941795017 0.0011923526969270335 0.001280892240301901 0.0012099766108174387 0.00117917811234678 0.0014995867689325158
leaf_count=180 962 572 323 214 232 427 211
internal_value=0 -5.27047e-05 -0.0002784 3.77746e-05 0.00025864 -0.000103512 2.95636e-05
internal_weight=0 0.00894425 0.00255956 0.00638469 0.00249087 0.00389382 0.00267876
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=7
num_cat=0
split_feature=15 42 3 47 2 15
split_gain=1.62242e-05 4.11369e-05 5.5519e-05 5.6786e-05 6.30438e-05 4.89367e-05
threshold=0.079055000000000014 0.075730000000000006 -0.087784999999999988 0.092710000000000015 0.10559 -0.052074999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.023113353344651533 -0.011312020291431503 0.0045000583499768257 0.019674727721888035 -0.019424669747413234 -0.0076484303117877565 -0.026399763947677585
leaf_weight=0.0014102331138903914 0.001116279977905108 0.0010463746195329185 0.0017871961168993917 0.0010957055312998134 0.0016008973953226791 0.0010046129417849675
leaf_count=290 1143 597 363 142 247 339
internal_value=0 0.00156286 0.00580753 0.000364541 0.00676435 -0.0106353
internal_weight=0 0.00794502 0.00589403 0.0044838 0.00338809 0.00205099
internal_count=3121 1978 1042 752 610 936
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=9
num_cat=0
split_feature=50 484 42 3 16 4 52 1
split_gain=6.65397e-05 5.90006e-05 4.2357e-05 4.40488e-05 5.9474e-05 6.23125e-05 5.68451e-05 3.62248e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.10831999999999999 -0.25582999999999995 0.0052350000000000009 0.0031350000000000002 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 -4
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.00033476683401085318 -0.00047933177985932826 0.00049492434294166432 0.00053626837366691556 -0.00036958931839948015 -0.00043832387079854168 0.00042250040754174029 0.00021473758635533804 2.3429117847806616e-05
leaf_weight=0.0012602991753483594 0.0010075093152026185 0.0010249772835940552 0.0011101542346616221 0.0015145524758944421 0.0010467109638016541 0.001361466287315522 0.0010039487506032854 0.0010125154749135445
leaf_count=667 579 322 117 242 515 223 344 112
internal_value=0 5.10666e-05 -3.6823e-06 5.55098e-05 -4.6229e-05 9.73021e-05 -0.000118602 0.000291644
internal_weight=0 0.00933462 0.00830965 0.00704935 0.00492668 0.00341213 0.00205066 0.00212267
internal_count=3121 2542 2220 1553 1324 1082 859 229
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=7
num_cat=0
split_feature=1 457 15 160 16 0
split_gain=1.61014e-05 2.78833e-05 4.89242e-05 4.75491e-05 7.56613e-05 1.4224e-05
threshold=0.12500000000000003 0.045365000000000009 1.0000000180025095e-35 -0.073679999999999982 -0.056919999999999991 -0.11991499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.017122850439482928 0.0087841002973453233 0.012144878720475235 -0.02380441528061682 -0.00095035847748883926 -0.020758659671314499 0.01549147123947432
leaf_weight=0.0011695774027696984 0.0016891668394456117 0.0011663224940239528 0.0011030208673876059 0.0010791657243005982 0.0018233985652729092 0.0010267964415968094
leaf_count=455 279 271 1139 135 626 216
internal_value=0 -0.0020406 -0.00470828 -0.000577339 -0.00584582 0.00706613
internal_weight=0 0.00736828 0.00620196 0.00509894 0.00392936 0.00210596
internal_count=3121 2842 2571 1432 977 351
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=9
num_cat=0
split_feature=376 133 43 16 16 4 0 15
split_gain=5.55787e-05 5.26004e-05 8.51248e-05 0.000101433 5.46363e-05 7.74785e-05 6.28006e-05 4.71015e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 -0.056919999999999991 -0.04890499999999999 -0.10474999999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=-9.6794439416170248e-05 0.0004287650803928115 -0.00046357073045788196 -0.0004195906746100536 0.00077344564924971897 -0.00074549700390834849 -1.6719119749144862e-05 0.00038178761566443683 0.00012801084307074423
leaf_weight=0.0010153058229022964 0.0010235201001826235 0.0010606469939226449 0.0012569226217232065 0.0010448973837178378 0.0010565484039814451 0.0011954382921916334 0.0012711647960549164 0.0011623743303291849
leaf_count=242 166 1026 146 234 309 276 590 132
internal_value=0 -5.326e-05 1.12132e-06 0.000344575 -0.000117952 -0.000358635 2.89174e-05 -0.00015649
internal_weight=0 0.0090633 0.00800265 0.0020602 0.00594245 0.00225199 0.00369046 0.0024193
internal_count=3121 2955 1929 476 1453 585 868 278
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=9
num_cat=0
split_feature=1 150 0 0 4 3 1 3
split_gain=5.64069e-05 5.1647e-05 6.38231e-05 0.000101553 9.8245e-05 8.34836e-05 5.34812e-05 8.20718e-05
threshold=0.13686500000000004 0.10605000000000002 -0.060129999999999996 -0.10151999999999999 -0.49405499999999997 -0.10831999999999999 0.090540000000000023 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 -8
right_child=-2 -3 4 -5 5 -7 7 -9
leaf_value=-0.00031513389365064295 0.00043203154229668139 -0.00042441877122694524 -0.00028326131292133976 -0.00062462857823657333 0.00080130169381726875 5.6780835026310056e-05 0.00047043193972860303 -0.00018944528321497036
leaf_weight=0.0012608945729799623 0.0010680765619003859 0.0011954598603815996 0.0010232932886473402 0.0012008064893099107 0.001213448579151899 0.0011075371850609661 0.0015816271943205036 0.0013374000313212397
leaf_count=241 169 166 153 1835 103 208 151 95
internal_value=0 -4.22092e-05 1.01594e-05 -0.000122051 0.000222878 0.000446028 2.23289e-05 0.000168098
internal_weight=0 0.00992047 0.00872501 0.00538073 0.00334428 0.00232099 0.00417992 0.00291903
internal_count=3121 2952 2786 2322 464 311 487 246
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=9
num_cat=0
split_feature=376 133 43 16 16 457 2 4
split_gain=6.53331e-05 6.4555e-05 0.000102663 8.50264e-05 4.72857e-05 5.53276e-05 4.21206e-05 7.07438e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.064860000000000015 0.045365000000000009 0.11510000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-2.6856471705614288e-05 0.00045262998015388884 -0.0005128299404962227 -0.00068392881090631799 0.00076236115677229862 -0.00051655474541951118 0.00034536714332418191 0.00015975858190242712 -4.5806979876597432e-05
leaf_weight=0.0010319871847769045 0.0010739347047487189 0.0010632203280881549 0.0010681150679606789 0.0010679542762308154 0.0010067573035280894 0.0010671624813311104 0.0011493154342770298 0.0017828471322663968
leaf_count=242 166 1026 738 234 259 117 164 175
internal_value=0 -5.83339e-05 7.83007e-07 0.000374511 -0.00012842 -5.13091e-05 -0.000157131 -0.00028488
internal_weight=0 0.00923736 0.00817414 0.00209994 0.0060742 0.00506744 0.00400028 0.00285096
internal_count=3121 2955 1929 476 1453 1194 1077 913
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=7
num_cat=0
split_feature=0 1 47 0 3 0
split_gain=1.74484e-05 4.05811e-05 4.81381e-05 5.26337e-05 3.48397e-05 3.89582e-05
threshold=-0.060129999999999996 0.091615000000000016 0.092530000000000015 -0.15090499999999998 0.076840000000000006 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.016721253104351696 0.020844084107675187 -0.0039111955718322466 -0.014528933744636294 0.024946937028747677 -0.010673080511204743 -0.0035244241113938576
leaf_weight=0.0016515043568978201 0.0016375000031965941 0.0013207110080403249 0.0011837974948479746 0.0012120148119092533 0.0010077448743243209 0.0010946015433832028
leaf_count=1830 296 121 173 424 125 152
internal_value=0 -0.00367808 0.00211789 0.00989862 0.00521909 0.011081
internal_weight=0 0.00536803 0.00371652 0.00253273 0.00373985 0.0027321
internal_count=3121 2548 718 545 573 448
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=7
num_cat=0
split_feature=0 457 15 15 16 0
split_gain=1.68999e-05 3.56501e-05 5.38463e-05 8.11259e-05 9.36834e-05 6.56508e-05
threshold=0.041630000000000007 0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.056919999999999991 -0.10836499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.011047277010554678 0.0082480049492700182 0.014524337895026869 -0.02447338929285546 0.021462029806552721 -0.034002870446534446 0.021154095476123496
leaf_weight=0.0015894980381518978 0.0019429568234104744 0.0010738649581953372 0.0011742528296798758 0.0012409413525154762 0.0010119954410943723 0.0010522662153975358
leaf_count=231 252 266 1140 293 552 387
internal_value=0 -0.00227057 -0.00524233 -0.000628744 -0.00813152 0.00177916
internal_weight=0 0.00714282 0.00606895 0.0048947 0.00365376 0.00264176
internal_count=3121 2869 2603 1463 1170 618
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=8
num_cat=0
split_feature=3 51 16 1 12 51 2
split_gain=1.63776e-05 3.13936e-05 2.71234e-05 4.44022e-05 6.69677e-05 3.19769e-05 1.97738e-05
threshold=0.13524500000000003 0.08955500000000001 -0.5315899999999999 0.10439500000000002 0.084100000000000022 -1.0000000180025095e-35 0.090790000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.014013679141001691 0.0094992248669536969 -0.017920615867492436 0.01502375488511524 0.0025168758163828919 -0.023496423989681724 0.027583025236218795 -0.0036373928193556846
leaf_weight=0.0010527002487698668 0.0015063463203099101 0.0010549590086014835 0.0012229089537266029 0.0010055442433889324 0.0011198577627099674 0.0010304956546527771 0.0010600096648514749
leaf_count=113 192 348 306 165 1619 203 175
internal_value=0 -0.00192121 0.000678913 0.00352271 -0.00346648 0.0152035 0.00635897
internal_weight=0 0.00754648 0.00649152 0.00543882 0.00340278 0.00203604 0.00228292
internal_count=3121 2929 2581 2468 2100 368 481
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=9
num_cat=0
split_feature=50 15 52 2 4 16 3 52
split_gain=6.09496e-05 7.59134e-05 4.60914e-05 8.74114e-05 0.000140528 4.18791e-05 2.40485e-05 9.36492e-06
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997 -0.040964999999999994 -1.0000000180025095e-35 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -5 -6 -4
right_child=-2 2 3 5 6 -7 -8 -9
leaf_value=0.00053297098844191926 -0.00046177435804335942 -0.00030860949614179204 0.00073852380398425367 -0.00043342756137814591 -0.00032492840215546083 8.013744194166326e-05 8.3402381996824389e-05 0.00047060597890313978
leaf_weight=0.0010936202312682762 0.0010007050705670333 0.0016628696424993939 0.0010053465497883887 0.0015464892202906916 0.0010579101820722457 0.0010086260144316248 0.0011653935744043043 0.0010010759014609243
leaf_count=219 579 582 416 254 279 143 74 575
internal_value=0 4.68765e-05 -1.60521e-05 5.56496e-05 0.000228629 -0.000230699 -0.000110893 0.00060485
internal_weight=0 0.00954133 0.00844771 0.00678484 0.00422973 0.00255512 0.0022233 0.00200642
internal_count=3121 2542 2323 1741 1344 397 353 991
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.64897e-05 4.07545e-05 5.85011e-05 3.71074e-05 7.39054e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010527101570770275 -0.011782570374997602 0.022680118920405626 0.0089548631563051463 0.012525074269172333 -0.022492054220872162
leaf_weight=0.0012821439130522938 0.001737529899230479 0.0015049428425210915 0.0015134305746628408 0.0015419190621251229 0.0014764019133939976
leaf_count=862 828 482 585 180 184
internal_value=0 0.00171305 0.00559746 -7.5489e-05 -0.00657386
internal_weight=0 0.00777422 0.00603669 0.00453175 0.00298983
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=8
num_cat=0
split_feature=50 484 43 43 16 4 2
split_gain=7.06827e-05 3.98685e-05 3.52825e-05 6.63942e-05 4.02387e-05 0.000123012 5.85693e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 -0.45661999999999997 0.0052350000000000009 0.098260000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00026356636004749775 -0.00049638105072826887 0.00041528320975500575 -0.00041565341091352991 -0.00020984146009109781 -0.0004881978273266435 0.00057020462176048776 0.00015784506625968645
leaf_weight=0.0016353980024543854 0.0010142796872868237 0.0010154889997344126 0.0015405833855055518 0.001647404094725748 0.0010215231770669755 0.0015982426315397985 0.0011434184182784624
leaf_count=207 579 322 1189 142 291 190 201
internal_value=0 4.78868e-05 4.43674e-06 -5.65285e-05 4.57269e-05 0.000157607 -0.000146989
internal_weight=0 0.00960206 0.00858657 0.00695117 0.00541059 0.00376318 0.00216494
internal_count=3121 2542 2220 2013 824 682 492
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 16 0
split_gain=0.000100326 6.91543e-05 7.69059e-05 7.10202e-05 8.06683e-05 6.22189e-05 7.7332e-05 4.68659e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 0.062650000000000025 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=-0.00076113161484965455 0.0005786946796524213 0.00047433712303006386 -1.448008205430644e-05 -0.0002667541156151447 -0.00044632342186426633 0.0006742212825335286 -0.00024221449430473146 0.00012334860724174743
leaf_weight=0.001039523455996266 0.0010215109619844632 0.0011272904436580803 0.0010828638958209551 0.0015049694455861098 0.0015663054734271105 0.0012174001408020072 0.0010096221150534754 0.001159088650402693
leaf_count=204 169 158 169 387 591 114 400 929
internal_value=0 -6.73211e-05 -0.000380182 2.02255e-05 -5.90505e-05 6.49687e-05 0.000212404 0.000405543
internal_weight=0 0.00970706 0.00212239 0.00758468 0.00645739 0.00489108 0.00338611 0.00237649
internal_count=3121 2952 373 2579 2421 1830 1443 1043
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=4.76646e-05 4.01752e-05 5.16389e-05 4.77293e-05 4.25435e-05 5.66019e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00040094479837362348 -0.00041387057322806109 -0.00030289668729306462 -0.00021653359425508712 0.00042739922930151296 0.00038045606155772841 -0.00017076790482772875
leaf_weight=0.0010255887828816883 0.0010086187105551097 0.0018101179359598521 0.0016289463534091483 0.001643023236177175 0.001146525601618378 0.0019081891935493328
leaf_count=218 609 330 489 224 97 1154
internal_value=0 3.52284e-05 -1.08677e-05 7.26843e-05 0.000172971 3.61229e-05
internal_weight=0 0.00916239 0.0081368 0.00632668 0.00469774 0.00305471
internal_count=3121 2512 2294 1964 1475 1251
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=7
num_cat=0
split_feature=49 15 16 3 16 4
split_gain=1.52869e-05 3.46609e-05 3.40513e-05 5.70917e-05 5.17945e-05 4.25177e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.38525000000000004 -0.13309499999999996 -0.083539999999999989 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.020088069774546868 -0.022810149085681911 -0.0056089181505071346 0.013405475552523187 0.012167561606370135 -0.023349782425920344 0.0030919526334941046
leaf_weight=0.0010671587891460217 0.0014218924638188263 0.0010329896559582604 0.0011561158987543133 0.0019948732030131895 0.0011662345679793252 0.0012707285564256463
leaf_count=226 188 199 300 820 699 689
internal_value=0 0.00744862 -0.00227749 -0.00537489 0.000218973 -0.00956202
internal_weight=0 0.00210015 0.00700984 0.00585373 0.00443184 0.00243696
internal_count=3121 425 2696 2396 2208 1388
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=7
num_cat=0
split_feature=0 0 3 0 1 2
split_gain=1.63502e-05 3.73975e-05 3.48407e-05 3.62932e-05 2.55132e-05 5.74109e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.076840000000000006 0.10455500000000001 0.094385000000000011 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.009697960310671272 0.020362470403255995 -0.019463169555368889 -0.010818644614950988 -0.0031543892866592186 0.021977675257318786 -0.0072292221982890956
leaf_weight=0.0014863535778795443 0.0016328319362409294 0.0011607180596466017 0.0010111818241867968 0.0010972313410145605 0.001279643754044206 0.0014196745101151859
leaf_count=290 296 1936 125 152 146 176
internal_value=0 -0.003581 0.00503784 0.0109109 0.00082325 0.00661665
internal_weight=0 0.00534639 0.00374125 0.00273006 0.00418567 0.00269932
internal_count=3121 2548 573 448 612 322
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=8
num_cat=0
split_feature=1 15 3 12 52 3 4
split_gain=8.68801e-05 7.16759e-05 7.35806e-05 6.25067e-05 8.20986e-05 6.80448e-05 5.82444e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 0.090455000000000021 0.089325000000000015 -0.10023499999999998 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -3
right_child=-2 3 -4 5 -6 -7 -8
leaf_value=-0.00075427090690367426 0.00054050640483294002 0.00026473442262061128 -2.2734468064364499e-05 0.00060790069956380909 -0.00059078238789042603 -1.3303639714994566e-05 -0.00022487387647773845
leaf_weight=0.0010443510480555511 0.0010061375665366213 0.0019178059655654185 0.0010704878771761821 0.001210755522148415 0.0010652364995286552 0.0015404877816179421 0.0018212802635156646
leaf_count=204 169 985 169 196 293 804 301
internal_value=0 -6.49102e-05 -0.000383982 2.43996e-05 -0.000110561 0.000260073 2.625e-05
internal_weight=0 0.0096704 0.00211484 0.00755557 0.00480432 0.00275124 0.00373909
internal_count=3121 2952 373 2579 1579 1000 1286
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=8
num_cat=0
split_feature=376 43 16 16 52 151 1
split_gain=6.21175e-05 5.2249e-05 6.90521e-05 3.72077e-05 4.72513e-05 6.27691e-05 6.29869e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.008904999999999998 -0.049749999999999996 -0.00099499999999999979 0.099660000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.0003229726974996064 0.00045285037886240274 0.00026300120948961848 -0.00057415254942719068 0.00022713347905138924 -0.00063317416176603028 -0.00042092589180037557 0.00014180369310938943
leaf_weight=0.0012186053823698686 0.0010314675599802847 0.0010070159954699946 0.0010788822548464085 0.0015465075989468478 0.0010208737498271846 0.0012452548151010438 0.0019817832770354831
leaf_count=189 166 166 436 505 205 1216 238
internal_value=0 -5.48728e-05 -0.000113302 -4.01998e-05 -0.000118875 -0.000209403 -7.53433e-05
internal_weight=0 0.00909892 0.00788032 0.00680144 0.00525493 0.00424791 0.00322704
internal_count=3121 2955 2766 2330 1825 1659 1454
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=7
num_cat=0
split_feature=3 2 15 47 4 150
split_gain=1.76165e-05 2.96963e-05 4.41611e-05 5.94107e-05 7.13225e-05 5.57485e-05
threshold=0.13524500000000003 0.11548000000000001 -0.11713499999999999 0.085270000000000026 -0.10429499999999998 0.087170000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.022035805389337158 0.0097734895861841444 0.013224403400639927 -0.026007439941615973 0.017457398608921516 0.01402000644184969 -0.015727583630985312
leaf_weight=0.0011845179478823676 0.0015240217106652189 0.0010951894814948231 0.0013038960069806441 0.0013474214462990443 0.0016331751649247589 0.0010256005347995642
leaf_count=275 192 328 267 199 1647 213
internal_value=0 -0.00200798 -0.00457663 -0.000682025 -0.00684995 0.00254512
internal_weight=0 0.0075898 0.00649461 0.00531009 0.00396267 0.00265878
internal_count=3121 2929 2601 2326 2127 1860
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=9
num_cat=0
split_feature=376 133 43 16 47 4 16 1
split_gain=6.55939e-05 4.32532e-05 7.26139e-05 0.000116641 5.46754e-05 0.000121831 6.80451e-05 6.33549e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.092530000000000015 -0.062539999999999984 -0.008904999999999998 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-0.00017431593809751135 0.0004571432577831359 -0.00042763304703858919 -0.00061253493759391242 0.00075628450666214721 -0.00051452441317368551 0.00020193212573124062 0.00056931479352261059 -0.00040296968111704182
leaf_weight=0.0010037385274731542 0.0010506650910284817 0.0010852688167686262 0.0010829905202238976 0.0010696708674102556 0.0011014597124031763 0.0017882029426016088 0.0010089180739474421 0.0010604595685361857
leaf_count=242 166 1026 704 234 155 271 196 127
internal_value=0 -5.99988e-05 -1.08355e-05 0.00030578 -0.000119487 -3.14164e-05 0.000131729 -2.32521e-05
internal_weight=0 0.00920071 0.00811544 0.00207341 0.00604203 0.00494057 0.00385758 0.00284866
internal_count=3121 2955 1929 476 1453 1298 594 398
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=7
num_cat=0
split_feature=0 43 49 51 16 150
split_gain=1.97669e-05 3.39092e-05 4.44393e-05 3.70871e-05 3.41987e-05 1.69073e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 0.099310000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.017330749697276517 0.0088648371795956842 -0.019869680635906474 0.023016674931185515 0.010539316198397618 -0.012100937647935106 -0.001866704685554034
leaf_weight=0.0012651318461398015 0.0019568544144104765 0.0010597319850439062 0.0010620516106109074 0.0015834815369864656 0.0011529859801575888 0.0010273948270642839
leaf_count=295 252 350 404 758 902 160
internal_value=0 -0.00247785 0.00071481 0.00715581 0.00100005 -0.0110077
internal_weight=0 0.00715078 0.00588565 0.00379852 0.00273647 0.00208713
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=7
num_cat=0
split_feature=49 15 52 2 4 15
split_gain=1.69074e-05 3.34573e-05 3.2162e-05 6.16495e-05 0.000141378 9.1897e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.10744000000000002 0.10097500000000002 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.020228594271124702 -0.014172478025095681 -0.0050127229676837463 0.011183080946279103 -0.04601402944886062 0.00692670626544297 0.017892536477861348
leaf_weight=0.001068960671284769 0.0017615699141458373 0.0010322008637727057 0.0013949385913495163 0.0010173499025669525 0.0010005177569126799 0.0018143953251915823
leaf_count=226 601 199 504 356 183 1052
internal_value=0 0.00782873 -0.00240157 -0.00578919 -0.0197645 0.00209687
internal_weight=0 0.00210116 0.00698877 0.00559383 0.00201787 0.00357597
internal_count=3121 425 2696 2192 539 1653
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=6
num_cat=0
split_feature=0 1 4 3 2
split_gain=1.84973e-05 3.60176e-05 3.65793e-05 3.96737e-05 4.6271e-05
threshold=0.041630000000000007 0.079415000000000013 -0.0092149999999999992 0.11296500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.019388348595149152 0.0086268909360091191 -0.015608841147622902 -0.00059726356264807061 -0.010715956876194671 0.022092518105904561
leaf_weight=0.0010613341483936244 0.0019367993759953307 0.0011340206783034459 0.0019849604034930806 0.0012945048650108968 0.0016424552260657851
leaf_count=1578 252 594 262 160 275
internal_value=0 -0.00239554 0.000582539 0.00431307 0.00967643
internal_weight=0 0.00711728 0.00605594 0.00492192 0.00362742
internal_count=3121 2869 1291 697 537
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=7
num_cat=0
split_feature=3 0 0 0 3 52
split_gain=1.95275e-05 2.79755e-05 6.04906e-05 3.93958e-05 5.64228e-05 3.67681e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 0.11070500000000001 -0.10831999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.013144559883651249 0.010362501999816497 0.028888724030310883 -0.026014865659283661 -0.011090854143635828 -0.0037943523404163773 0.0088505366727066031
leaf_weight=0.0012649594792673183 0.0015057231765728393 0.0010792092134525311 0.0012356236781784899 0.0010132388305492276 0.0010345843494166027 0.0019039168006324276
leaf_count=169 192 96 1951 142 286 285
internal_value=0 -0.00211212 -0.00724741 0.00512106 0.0128922 7.04823e-05
internal_weight=0 0.00753153 0.0044045 0.00312703 0.00211379 0.00316888
internal_count=3121 2929 2405 524 382 454
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=7
num_cat=0
split_feature=52 2 0 43 0 2
split_gain=1.76982e-05 3.0577e-05 5.07343e-05 4.85223e-05 6.23623e-05 2.43141e-05
threshold=0.15116000000000002 0.098260000000000014 -0.14920999999999998 -0.074359999999999996 -0.11991499999999998 0.11293500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00905192820639498 -0.012441639215004224 -0.0074230130688694293 0.0074827823895925087 0.0051798121506035416 -0.024868014111562912 0.028790212425038139
leaf_weight=0.0018098086957442135 0.0010190328883285917 0.0012260512561358908 0.0010763494777405399 0.0012128429649984629 0.0016044254775115774 0.0010658856961069426
leaf_count=788 377 127 300 144 994 391
internal_value=0 0.00155163 0.00879978 -0.00372467 -0.0119323 0.0180845
internal_weight=0 0.00799536 0.00336829 0.00462708 0.00281727 0.00214224
internal_count=3121 2744 818 1926 1138 691
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.49888e-05 3.20069e-05 4.73449e-05 3.05678e-05 6.23716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010108042854894051 -0.010379987592707637 0.02053797146072725 0.0084391785708302965 0.011409628279758739 -0.020536762712020061
leaf_weight=0.0012671181362549451 0.0017246696714512096 0.00148911817768543 0.0014957919686242763 0.0015396361040499046 0.0014758152463007817
leaf_count=862 828 482 585 180 184
internal_value=0 0.00162626 0.00507718 -2.62758e-05 -0.0059514
internal_weight=0 0.00772503 0.00600036 0.00451124 0.00297161
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.64681e-05 3.91371e-05 4.5249e-05 2.67744e-05 3.80842e-05 2.54345e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.024673602343734408 -0.0109218723273491 0.021731804953456845 0.0028922826010115091 0.017676990297503158 -0.011126989621713584 0.00091908279992949145
leaf_weight=0.001037039402445202 0.0012011660471262396 0.0010067035398436228 0.0013985186471417914 0.0015199637280580692 0.0014019894477861178 0.0014089764052317862
leaf_count=306 630 1096 270 239 401 179
internal_value=0 0.00165933 -0.00884503 0.00645247 0.00198355 0.00959252
internal_weight=0 0.00777319 0.00243556 0.00533763 0.00381767 0.00241568
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=9
num_cat=0
split_feature=50 484 42 16 4 52 0 42
split_gain=7.56793e-05 7.80728e-05 4.10841e-05 4.8455e-05 0.000101641 0.000166023 8.74731e-05 7.70338e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.094359999999999986 0.0052350000000000009 0.083680000000000018 -0.18901999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.0003423602984977487 -0.00052179003056716561 0.00054066148689319612 -0.00060017744415670937 -0.00061853923394517647 0.00062206065143164378 0.00041939915985856615 0.00040844467803254672 -0.00028339302410643842
leaf_weight=0.0012968933846255557 0.0010133387896978574 0.0010709439279286024 0.0010577563835325603 0.0010833361843479105 0.0013502687718846672 0.0013076931332707295 0.001277652031572242 0.0011998863212487163
leaf_count=667 579 322 79 621 184 305 110 254
internal_value=0 4.15049e-05 -2.08465e-05 3.64563e-05 0.000191994 -5.08737e-05 -0.000128145 7.33836e-05
internal_weight=0 0.00964443 0.00857349 0.00727659 0.0037413 0.00239103 0.00353529 0.00247754
internal_count=3121 2542 2220 1553 1110 926 443 364
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=7
num_cat=0
split_feature=2 48 0 2 4 15
split_gain=1.55562e-05 2.49864e-05 7.09694e-05 5.15835e-05 3.42066e-05 7.77864e-05
threshold=-1.0000000180025095e-35 0.083985000000000018 -0.18113999999999997 0.11237500000000002 -0.10429499999999998 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.010856644753709042 -0.023624427930894417 -0.0098293109959178733 0.02383395032636627 0.012252854336168191 -0.021713114220002799 0.012350336137869958
leaf_weight=0.0011445317994270713 0.0013982178956611795 0.001282293831786685 0.0012241210471859304 0.0012531311320600072 0.0013139104928953566 0.0013687629072868749
leaf_count=199 225 89 450 375 587 1196
internal_value=0 -0.0016237 0.00661166 -0.00549343 -0.0109428 -0.00433314
internal_weight=0 0.00784044 0.00250641 0.00533402 0.00408089 0.00268267
internal_count=3121 2922 539 2383 2008 1783
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=9
num_cat=0
split_feature=376 1 42 3 15 47 3 3
split_gain=4.99297e-05 5.55766e-05 7.91356e-05 6.02678e-05 8.6683e-05 5.98176e-05 0.000121637 4.49939e-05
threshold=0.048375000000000008 0.12500000000000003 0.092145000000000019 -0.10023499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=0.0006420656398423933 0.00040491480131821977 0.00027607079451621313 -0.00063261220172181661 -0.00050788594525415709 -0.00013675799395202688 -0.00056713888845757305 0.00054795478172642439 -3.356432365298664e-05
leaf_weight=0.0010181140484296605 0.0010289103876283548 0.0016528437920195213 0.001007169491573064 0.0013179272977825516 0.0011935358806256717 0.0011162177841778464 0.0010185963599537162 0.001027631326161349
leaf_count=130 166 234 543 1379 227 252 117 73
internal_value=0 -5.01634e-05 -0.000120199 -4.30787e-05 0.000221767 -0.000173815 -4.33107e-05 0.000255911
internal_weight=0 0.00935204 0.00769919 0.00669202 0.00221165 0.00448037 0.00336415 0.00204623
internal_count=3121 2955 2721 2178 357 1821 1569 190
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=8
num_cat=0
split_feature=376 42 49 43 1 1 2
split_gain=5.3459e-05 4.2692e-05 6.36301e-05 8.77108e-05 7.03101e-05 6.93545e-05 7.30473e-05
threshold=0.048375000000000008 0.091735000000000025 -0.00064499999999999985 -0.084004999999999982 0.107145 0.094825000000000007 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=6.7177220837961671e-05 0.00040986554314091607 -0.00038277893288279165 0.0005770239278401378 -0.00032063313388031354 -0.0005747406243527891 0.0005568838566272896 -0.0001352601003417192
leaf_weight=0.0013320238827640744 0.0010679241371648581 0.001300627070183716 0.0012556253352145443 0.0016802598526880885 0.0012926537198172262 0.0011408045630094356 0.0012059393515951563
leaf_count=392 166 625 382 1081 118 204 153
internal_value=0 -5.35791e-05 5.69107e-07 0.000124551 -0.000248967 -1.65301e-05 0.000201207
internal_weight=0 0.00920793 0.00790731 0.00528263 0.00262468 0.004027 0.00234674
internal_count=3121 2955 2330 1820 510 1438 357
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=7
num_cat=0
split_feature=52 13 2 2 43 0
split_gain=1.63256e-05 3.48621e-05 5.09567e-05 5.76172e-05 3.20118e-05 4.42186e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.098260000000000014 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01747101269419506 -0.010455808785417502 0.0085533525562954023 -0.018909655709405865 0.024809497106070635 0.0027040111276597795 -0.024105750347346154
leaf_weight=0.0011861918062427259 0.0012894309326337899 0.0017371661172134959 0.001296871619337261 0.0010009094375980918 0.001394182039354322 0.0011010658675658063
leaf_count=148 501 774 344 302 164 888
internal_value=0 0.00170016 -0.00116457 0.00323284 -0.00186975 -0.0091262
internal_weight=0 0.00771639 0.0065302 0.00523332 0.00423241 0.00249525
internal_count=3121 2620 2472 2128 1826 1052
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=9
num_cat=0
split_feature=48 3 2 43 2 4 2 43
split_gain=6.10521e-05 7.9044e-05 0.000158815 6.87982e-05 6.04383e-05 9.4527e-05 6.4309e-05 3.40454e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.067199999999999996 0.098260000000000014 0.053925000000000008 0.085785000000000014 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.00043138904558625787 -0.00089213586275860952 0.00045402745306317906 -0.00025235192361314717 5.2566396353084066e-05 0.00052834430603950345 -0.00023725440340898073 -0.00063946146684125665 0.00023196654900977878
leaf_weight=0.0010755175200090278 0.0011527995177372519 0.001401733928153564 0.0010559616855686312 0.0010408864179903493 0.0013000119606799152 0.0011853951545508332 0.0010243606932919713 0.0011834035164012681
leaf_count=180 513 407 254 192 215 178 204 978
internal_value=0 -6.19293e-05 -0.000300816 7.42082e-05 -4.27872e-05 0.000163198 -0.000290679 3.58855e-06
internal_weight=0 0.00934455 0.00339216 0.00595239 0.00455065 0.00248541 0.00206525 0.00223937
internal_count=3121 2941 1745 1196 789 393 396 1232
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=7
num_cat=0
split_feature=2 151 48 2 0 12
split_gain=1.70461e-05 2.30639e-05 7.32053e-05 5.95802e-05 8.01391e-05 0.000120814
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.091220000000000009 0.10912000000000001 -0.014954999999999998 0.090455000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0113273584473238 -0.012538302939607941 -0.019252733134879883 0.022492121389097269 0.014499814506215597 -0.033265420051549532 0.023991663339509504
leaf_weight=0.0011494822581676846 0.0015733479629272814 0.0015539639711081663 0.0012656910115656428 0.001250032884256921 0.0011097991942519282 0.0011057225143441701
leaf_count=199 497 1003 250 393 135 644
internal_value=0 -0.00171045 0.00100004 -0.00441927 -0.0106932 -0.00127456
internal_weight=0 0.00785856 0.00628521 0.00501952 0.00376949 0.00265969
internal_count=3121 2922 2425 2175 1782 1647
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=8
num_cat=0
split_feature=376 43 16 16 52 151 1
split_gain=6.02776e-05 4.60639e-05 6.41388e-05 4.74734e-05 5.74774e-05 6.61398e-05 4.78201e-05
threshold=0.048375000000000008 -0.20207499999999998 0.15891500000000003 -0.008904999999999998 -0.049749999999999996 -0.00099499999999999979 0.099660000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00030635560224666808 0.00045249836912980421 0.0002926058891557985 -0.0005555479667396949 0.00026402325665231621 -0.00066678937774501657 -0.00039313755074305278 0.00010028934797245643
leaf_weight=0.0011799354944918832 0.0010010834189486664 0.0010069134736634417 0.0010688234230898097 0.0015386356616892234 0.0010081573052729055 0.0012312529653302983 0.0019527955237623662
leaf_count=189 166 166 436 505 205 1216 238
internal_value=0 -5.47347e-05 -0.000109312 -3.85249e-05 -0.000128061 -0.0002291 -9.0516e-05
internal_weight=0 0.00898651 0.00780658 0.00673775 0.00519912 0.00419221 0.00318405
internal_count=3121 2955 2766 2330 1825 1659 1454
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=7
num_cat=0
split_feature=0 457 15 15 16 0
split_gain=1.72931e-05 4.18919e-05 5.73036e-05 8.43241e-05 5.08742e-05 8.83323e-06
threshold=0.041630000000000007 0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 -0.13843999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0084596431963687019 0.008399656232590107 0.015884548695960118 -0.025508859541386115 0.021834456993392079 -0.02195300494991952 -0.0047105529865980079
leaf_weight=0.0010320798564929234 0.0019094854759226293 0.0010722419657480586 0.0011627743196905424 0.0012295141752680632 0.0015790548281502943 0.0010052901399758888
leaf_count=127 252 266 1140 293 718 325
internal_value=0 -0.00232351 -0.00557269 -0.000789046 -0.0084806 0.00196113
internal_weight=0 0.00708096 0.00600871 0.00484594 0.00361642 0.00203737
internal_count=3121 2869 2603 1463 1170 452
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=9
num_cat=0
split_feature=376 52 4 160 12 160 12 16
split_gain=5.55612e-05 6.77261e-05 0.000102879 6.48674e-05 6.5938e-05 7.04767e-05 6.28084e-05 2.34736e-05
threshold=0.048375000000000008 -0.081429999999999989 -0.0086549999999999978 0.050340000000000003 0.10016000000000001 -0.079009999999999983 0.08401500000000002 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.00018442368847600997 0.00042476072859091611 -0.00042318952392851784 0.00069776101742297938 -0.00059676218799065541 -0.00043401413112910208 -0.00024740449636438872 0.0005091762763003439 0.00013301398214311423
leaf_weight=0.0010083914072577587 0.001019796070513084 0.0010077852195474676 0.0010246993554176862 0.0010440976694720897 0.0014701322166690923 0.0010320499404404334 0.0013064898597320135 0.0015757678994346559
leaf_count=465 166 506 232 196 301 142 877 236
internal_value=0 -5.69304e-05 0.000260207 -0.000143636 -6.96226e-05 3.9214e-05 0.000158265 -1.75375e-05
internal_weight=0 0.00946941 0.00203309 0.00743632 0.00639223 0.00492209 0.00391431 0.00260782
internal_count=3121 2955 697 2258 2062 1761 1255 378
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=9
num_cat=0
split_feature=376 133 12 49 48 4 15 12
split_gain=6.19985e-05 6.24135e-05 6.17226e-05 7.38915e-05 8.90105e-05 9.21748e-05 8.46269e-05 2.36181e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.065470000000000014 0.086035000000000014 -0.033174999999999989 -0.12255999999999999 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00044983746014540775 0.00044136422379355153 -0.00049324883651756339 -0.00030483929116839381 0.00054716480550633735 -0.00046352986180392728 -0.00014615755552752164 0.00072058374085706147 0.00031569867043130032
leaf_weight=0.0010279976669522583 0.0010582921186049364 0.0011217684203430377 0.0014616644416707695 0.001040258989637566 0.0013465788075607832 0.0011538129903099284 0.0010571703339999029 0.0011635750048210494
leaf_count=228 166 1026 849 223 213 84 89 243
internal_value=0 -5.93014e-05 -3.04281e-07 6.3674e-05 -1.76735e-05 0.000106469 0.000284624 0.000508441
internal_weight=0 0.00937283 0.00825106 0.00722306 0.0061828 0.00483622 0.00337456 0.00222075
internal_count=3121 2955 1929 1701 1478 1265 416 332
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=8
num_cat=0
split_feature=484 160 52 12 0 48 12
split_gain=1.51263e-05 4.54662e-05 4.3118e-05 4.64758e-05 5.36326e-05 8.18803e-05 4.34639e-07
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.085845000000000019 0.085355000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.02140337411911265 0.010909259365026448 -0.021230080434937959 0.019853230238857524 0.020414955795055072 -0.01373657876056094 -0.010201290204427942 0.023361133110392659
leaf_weight=0.0010101741543290851 0.0011034613795444939 0.0010393941428174852 0.0010613046041189657 0.0010020319233706913 0.0014806530917984471 0.0013187896825597209 0.0010009202978818533
leaf_count=613 394 306 203 248 269 213 875
internal_value=0 -0.00158855 0.00131108 -0.00205756 0.002092 0.00914752 0.0218872
internal_weight=0 0.00791327 0.00690309 0.00584179 0.00480239 0.00332174 0.00200295
internal_count=3121 2727 2114 1911 1605 1336 1123
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=9
num_cat=0
split_feature=376 147 151 4 43 48 13 2
split_gain=6.42502e-05 5.36728e-05 5.53646e-05 6.76229e-05 5.19436e-05 5.9273e-05 5.4933e-05 4.89031e-05
threshold=0.048375000000000008 0.088610000000000008 -0.0083949999999999979 0.36766000000000004 -0.074359999999999996 0.085485000000000019 -0.099939999999999987 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00045145464618733932 0.00045287799899757902 0.0003668871576666292 0.00038325706626442984 0.00041097928623530928 -0.00011764741767755484 9.2156271388592388e-05 -0.00073207215330940083 -0.00019768755055048128
leaf_weight=0.0015217009757206492 0.0010381332854461573 0.0010018229944783611 0.0011772093193575014 0.0010850199847650338 0.001006383358251144 0.0011201980759623208 0.001259705790593551 0.0010575627354768261
leaf_count=397 166 123 233 202 104 188 1177 531
internal_value=0 -6.1623e-05 -0.000113799 -3.71802e-05 -0.000123687 -0.000276811 -0.000459203 0.000108336
internal_weight=0 0.0092296 0.00822778 0.00670608 0.00562106 0.00338629 0.00226609 0.00223477
internal_count=3121 2955 2832 2435 2233 1469 1281 764
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=7
num_cat=0
split_feature=0 12 150 16 15 16
split_gain=1.57785e-05 4.08137e-05 3.23508e-05 5.46912e-05 4.83598e-05 0.000102474
threshold=-0.019414999999999998 0.051320000000000005 0.081835000000000019 -0.29154999999999992 -0.0088349999999999974 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.025835890769902687 0.021360850777759646 -0.0033658737820472621 0.010184808950120725 0.012490757994616457 0.013850185285008526 -0.030675427173553267
leaf_weight=0.0011524535556009211 0.0010842811246831899 0.0017367674630059259 0.0014501716183166089 0.0010556050276702947 0.0013845044595322104 0.0011480880975890018
leaf_count=254 190 175 372 342 1170 618
internal_value=0 0.00613794 -0.00288525 -0.0068834 -0.000796261 -0.00999812
internal_weight=0 0.00282105 0.00619082 0.00474065 0.0035882 0.00220369
internal_count=3121 365 2756 2384 2130 960
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=8
num_cat=0
split_feature=48 3 2 1 3 3 43
split_gain=4.88382e-05 5.65986e-05 0.000148704 6.42821e-05 8.57421e-05 4.9492e-05 3.13584e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 0.10732000000000001 0.090900000000000009 -0.09002499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=0.00040709854897184221 -0.00083709217570125194 -0.00047345516180988208 -0.00019599636306626085 0.00060654320912912273 -3.7083356237309349e-05 9.407919005208318e-05 0.00027787031426278967
leaf_weight=0.0010377282468092457 0.0010939635805940319 0.0010944723034083271 0.0010308923864356069 0.0014710770998219583 0.0017334773404832672 0.001283607906649633 0.0011204760642449197
leaf_count=180 513 526 295 389 198 83 937
internal_value=0 -4.25791e-05 -0.000248496 7.71259e-05 0.000258379 -0.000167119 5.0803e-05
internal_weight=0 0.00882797 0.00324533 0.00558263 0.00320455 0.00237808 0.00215137
internal_count=3121 2941 1745 1196 587 609 1232
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=7
num_cat=0
split_feature=1 42 3 2 15 3
split_gain=1.77334e-05 3.46465e-05 7.94726e-05 3.18975e-05 7.30189e-05 2.55469e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 0.098260000000000014 -0.090344999999999995 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.027431301061450111 0.0092650539780623417 -0.023235506153732141 0.007543502710121941 0.0055110704224739541 -0.029152705754686911 -0.0017107450312761918
leaf_weight=0.0010130770475890614 0.0016650977119466847 0.0011207178869927206 0.0010114861374744763 0.0019347483347764982 0.0011688372280759059 0.0010854197094205024
leaf_count=200 279 130 164 369 666 1313
internal_value=0 -0.00216645 0.00234157 -0.00383519 -0.0121288 -0.0126453
internal_weight=0 0.00733429 0.00512815 0.00411507 0.00218032 0.00220614
internal_count=3121 2842 1399 1199 830 1443
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=7
num_cat=0
split_feature=157 0 16 151 2 12
split_gain=1.54819e-05 4.19866e-05 8.45527e-05 4.70687e-05 5.22774e-05 4.21024e-05
threshold=-0.06266999999999999 -0.019414999999999998 -0.056919999999999991 -0.0077149999999999988 0.090425000000000019 0.098330000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.011593481825880273 -0.016239936078029243 0.019100346114857104 -0.025383056581618969 -0.0060694753745282682 0.02200408308019039 -0.0069527466150410876
leaf_weight=0.0010134670289348785 0.0010395886960298363 0.0015827983280228474 0.0016548275123776648 0.0012482099696301823 0.0014155585386262455 0.0010200129056645336
leaf_count=460 173 219 882 834 485 68
internal_value=0 -0.00152936 -0.00659092 0.00180626 0.00884915 0.00889043
internal_weight=0 0.007961 0.00535818 0.00370336 0.00266377 0.00260281
internal_count=3121 2661 2374 1492 1319 287
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=8
num_cat=0
split_feature=376 133 16 4 15 15 0
split_gain=5.15962e-05 4.58065e-05 6.24594e-05 8.5511e-05 7.53993e-05 4.47143e-05 6.40238e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.008904999999999998 -0.10429499999999998 -0.03241999999999999 -0.11713499999999999 -0.14920999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00022167163292668711 0.00040916514426239144 -0.00043649436575780024 -0.00020993487058258925 0.00049654021102984785 -0.00052864897776615011 -0.0001518163821080053 0.00053679095031219329
leaf_weight=0.0017536894231282309 0.0010232622964717599 0.001069137728936762 0.00105495038194652 0.0017536838310644551 0.0013588697913456526 0.0010061505311091956 0.0010723917299046283
leaf_count=258 166 1026 215 446 677 72 261
internal_value=0 -5.53076e-05 -4.36322e-06 0.000231181 -0.000131804 8.91304e-06 0.00020346
internal_weight=0 0.00906887 0.00799974 0.00280863 0.0051911 0.00383223 0.00207854
internal_count=3121 2955 1929 661 1268 591 333
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=7
num_cat=0
split_feature=1 42 2 43 1 15
split_gain=1.61994e-05 4.41087e-05 5.70689e-05 5.04662e-05 5.18236e-05 3.19558e-05
threshold=0.122185 0.075730000000000006 0.083215000000000011 0.0034250000000000005 0.10508500000000001 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.023010731793370324 0.008225966506301861 -0.0014020456517882794 -0.021294479258645499 0.016269659318001724 0.0059792049094898672 -0.025951050738130504
leaf_weight=0.001101104484696384 0.0018716948050193439 0.001010337598700201 0.0016298080670442065 0.0010219693803282704 0.0012168601467513751 0.0011159099246784228
leaf_count=297 305 578 727 194 169 851
internal_value=0 -0.00223243 0.00292455 -0.00279245 -0.00963585 -0.014286
internal_weight=0 0.00709599 0.00496974 0.00386864 0.00284667 0.00212625
internal_count=3121 2816 1387 1090 896 1429
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 16 16
split_gain=6.30827e-05 5.44563e-05 8.218e-05 4.2282e-05 7.60915e-05 3.84891e-05 2.71757e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.094465000000000007 -0.27167499999999994 -0.040964999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00042238937203053063 0.00045282527948702626 -0.00046416899876467209 0.00017220356292934027 -0.00051551827892639616 -0.00029581318195652506 0.00038523204799238914 -6.8846677410121769e-05
leaf_weight=0.0014564905250795531 0.0010479015441088773 0.0011004960209450394 0.0017188455133668856 0.0017316401591089244 0.0011176992858440843 0.0010099297796530638 0.0010170252161931482
leaf_count=230 166 1026 213 986 142 126 232
internal_value=0 -5.50585e-05 8.5866e-07 -9.22334e-05 -0.000185445 -3.68615e-06 0.000157398
internal_weight=0 0.00915213 0.00805163 0.00659514 0.00487629 0.00314465 0.00202695
internal_count=3121 2955 1929 1699 1486 500 358
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=8
num_cat=0
split_feature=48 12 3 43 16 1 43
split_gain=3.9562e-05 8.33272e-05 4.11382e-05 8.27681e-05 5.00521e-05 6.9616e-05 4.66666e-05
threshold=-0.032929999999999994 0.10866500000000003 -0.077774999999999983 -0.04890499999999999 -0.16075999999999999 0.094465000000000007 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 -2
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.00035923747735364976 6.730796329543555e-05 -0.00053167864148186638 0.00057042270445943741 -0.00034419881810515934 -0.00018096609983099424 0.00044595492238515706 -0.00046238102178692192
leaf_weight=0.0010359111976984475 0.0014037486312841363 0.0011769503210958933 0.0012419389941164894 0.0011990998294557423 0.0013446101815332047 0.0013798195639571527 0.001174531348948404
leaf_count=180 508 240 396 150 286 190 1171
internal_value=0 -4.55847e-05 2.82954e-05 0.000129264 -1.03785e-05 0.000136545 -0.000173991
internal_weight=0 0.0089207 0.00774375 0.00516547 0.00392353 0.00272443 0.00257828
internal_count=3121 2941 2701 1022 626 476 1679
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=9
num_cat=0
split_feature=50 16 3 4 2 16 2 2
split_gain=5.59927e-05 3.85785e-05 7.48095e-05 7.02828e-05 8.85449e-05 8.4278e-05 3.65465e-05 2.95044e-05
threshold=0.079410000000000008 -0.094359999999999986 -0.10519499999999998 0.0052350000000000009 1.0000000180025095e-35 0.0039400000000000008 0.097220000000000015 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -7 -4
right_child=-2 3 7 4 -6 6 -8 -9
leaf_value=0.00023227619445534826 -0.0004412162699606591 -0.00048750200318886487 -0.00011397113533414123 3.9534170823343709e-05 0.00085438317723916031 -8.1979556931116278e-05 0.00041794840094913735 -0.00055045458559135657
leaf_weight=0.0015463693199694248 0.0010155658438133321 0.0010385960110024231 0.0012534083921323222 0.0010510854104326948 0.0010009655502008395 0.0010441522951724635 0.0012180061215360915 0.0011341602062101633
leaf_count=120 609 1062 312 83 231 282 241 181
internal_value=0 4.37115e-05 -0.000103706 0.000152053 0.000437008 -2.51013e-05 0.000187195 -0.000321313
internal_weight=0 0.00928674 0.00393394 0.00535281 0.00205205 0.00330075 0.00226216 0.00238757
internal_count=3121 2512 613 1899 314 1585 523 493
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=7
num_cat=0
split_feature=49 15 3 1 47 0
split_gain=1.55687e-05 4.11219e-05 3.0406e-05 4.94676e-05 5.2063e-05 4.323e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.13309499999999996 0.12408500000000001 0.086380000000000012 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.021274176473940008 -0.014440614952046982 -0.0068280601844111144 0.012069018687438281 0.018944864816598014 -0.023209110412258392 -0.012355081599981032
leaf_weight=0.0010642981477651551 0.0015961571387935573 0.001019482618532578 0.0018745021645368706 0.0012231640461179919 0.0010472946103248608 0.0011814210523109776
leaf_count=226 267 199 1735 215 281 198
internal_value=0 0.00752525 -0.00233393 0.00129408 -0.0039676 0.00262665
internal_weight=0 0.00208378 0.00692254 0.00532638 0.00410322 0.00305592
internal_count=3121 425 2696 2429 2214 1933
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=8
num_cat=0
split_feature=52 13 15 3 150 15 12
split_gain=1.58299e-05 3.79028e-05 4.1777e-05 3.67178e-05 4.89792e-05 8.23997e-05 2.06013e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.092334999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.001839606829511036 -0.010356503263210365 0.031410561265412279 0.025145701072709727 -0.018363004178045563 -0.016900484572847943 0.0060484771534667393 -0.01366988750465375
leaf_weight=0.0010866511411176661 0.0012777022322978315 0.0010048062125054529 0.0012153316910866127 0.0011977040208255851 0.0010779749660948666 0.00111218310703667 0.0010119420138840684
leaf_count=462 501 301 314 133 158 168 1084
internal_value=0 0.00166157 0.0124073 -0.00291535 0.00148259 0.0078159 -0.00334543
internal_weight=0 0.00770659 0.00230198 0.00540461 0.00420691 0.00312893 0.00212413
internal_count=3121 2620 776 1844 1711 1553 1252
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=9
num_cat=0
split_feature=376 43 47 49 151 4 0 16
split_gain=8.72354e-05 6.58722e-05 0.000116859 8.0099e-05 8.91106e-05 7.23344e-05 7.08171e-05 1.38806e-05
threshold=0.048375000000000008 -0.074359999999999996 0.085270000000000026 0.090000000000000011 -0.024429999999999997 0.26790000000000008 -0.10151999999999999 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 6 -6 -1
right_child=-2 3 -4 -5 5 -7 -8 -9
leaf_value=-0.00026273921315417737 0.00051128888859197088 0.00022399039202230161 0.00071252524031182945 0.00031695864862101497 -0.00030175986445500332 4.4331443024808402e-06 -0.00088743757601353768 6.2718063420964652e-05
leaf_weight=0.0010045002159328499 0.0011262367407331312 0.0011489728559999097 0.001029401542788611 0.0010838965976685544 0.0019364038995759881 0.0013016229356433559 0.0013451138672070841 0.0010108266969059056
leaf_count=609 166 159 176 268 176 150 1083 334
internal_value=0 -6.4742e-05 0.00017504 -0.000171853 -0.000264284 -0.000386692 -0.000541833 -9.94997e-05
internal_weight=0 0.00986074 0.00304473 0.00681601 0.00573211 0.00458314 0.00328152 0.00201533
internal_count=3121 2955 1119 1836 1568 1409 1259 943
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=7
num_cat=0
split_feature=0 2 150 1 47 1
split_gain=1.59602e-05 4.13479e-05 3.977e-05 3.99797e-05 5.17246e-05 3.68958e-05
threshold=-0.060129999999999996 0.10097500000000002 0.081835000000000019 0.094385000000000011 0.092530000000000015 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.023884106343434554 0.026361182971592925 -0.010324984860819285 0.011173077734709776 0.009158738635453096 -0.01889891897295241 0.0017939511045854146
leaf_weight=0.0011987207253553412 0.0010696175985019404 0.001190970475819399 0.0013618220292170241 0.0016531787321178641 0.001090424157913853 0.0014267264232871979
leaf_count=1748 69 311 347 301 152 193
internal_value=0 0.00500611 -0.00355975 -0.00864901 -0.00199256 0.0123204
internal_weight=0 0.00368731 0.00530415 0.00394232 0.0027436 0.00249634
internal_count=3121 573 2548 2201 453 262
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=9
num_cat=0
split_feature=1 15 43 52 52 4 3 150
split_gain=0.000117568 6.2644e-05 7.23732e-05 7.58386e-05 7.35321e-05 0.000130179 4.30672e-05 1.74786e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 -0.03694999999999999 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=-0.00067135406932658894 0.00061605538052342701 0.00046549497145876841 -0.00033299663240872679 -0.00045106218805302656 0.00064729820497765641 -0.00029713778967833883 -0.00011228248822843845 6.0926366190817353e-05
leaf_weight=0.0010080317502231938 0.0010324452944304114 0.0011119600506973894 0.0014247164099890769 0.0015713049152548267 0.0014450917783343361 0.0010453014868029491 0.0011165120314786045 0.0010512661113488175
leaf_count=204 169 158 569 591 887 266 169 108
internal_value=0 -7.96818e-05 3.04411e-06 -7.56117e-05 4.31765e-05 0.000194501 -0.000377545 -0.000117596
internal_weight=0 0.00977418 0.00764964 0.00653768 0.00496638 0.00354166 0.00212454 0.00209657
internal_count=3121 2952 2579 2421 1830 1261 373 374
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=7
num_cat=0
split_feature=2 4 16 1 52 48
split_gain=1.44256e-05 2.50678e-05 4.53189e-05 6.32856e-05 4.8099e-05 8.54983e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.27167499999999994 0.12500000000000003 1.0000000180025095e-35 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010418506206779386 -0.023043290378072658 0.01174737328291746 -0.029349099269161207 0.022228795216201584 0.0066106484198719733 0.0069685434917252827
leaf_weight=0.001147830632281248 0.0010501111019097604 0.0011958226261133045 0.0015451097073357462 0.0010121526667120663 0.0019335483885325922 0.0011167147085493863
leaf_count=199 171 247 1114 97 996 297
internal_value=0 -0.00158338 -0.0039778 -0.000407445 -0.00539318 -0.0141128
internal_weight=0 0.00785346 0.00665764 0.00560753 0.00459537 0.00266182
internal_count=3121 2922 2675 2504 2407 1411
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=8
num_cat=0
split_feature=376 48 52 49 1 2 52
split_gain=8.04103e-05 9.41579e-05 0.000120977 9.26639e-05 8.42424e-05 8.87288e-05 1.84389e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.081429999999999989 -0.006494999999999999 0.111945 0.086950000000000013 0.090645000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00049581529131553618 0.00049833911391347337 0.00029670003787966501 -0.00068033164495744027 7.0007152845921909e-05 0.00024431202922655212 -0.0003657895235880471 -0.00073197968411221491
leaf_weight=0.0010391250089276062 0.0010947437736614765 0.0019854996459114076 0.0015184700111909068 0.001493305530531782 0.001601974011586333 0.0010275459942069255 0.0010888950710228897
leaf_count=167 166 641 276 813 248 431 379
internal_value=0 -6.20968e-05 -0.000128614 -0.000254087 -0.000129898 -0.000295969 -0.000554192
internal_weight=0 0.00975482 0.00871569 0.00673019 0.00521172 0.00360975 0.00211644
internal_count=3121 2955 2788 2147 1871 1623 810
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=8
num_cat=0
split_feature=1 12 3 15 15 160 16
split_gain=5.93517e-05 6.55715e-05 6.60307e-05 0.000145976 8.97149e-05 7.40966e-05 7.87144e-05
threshold=0.13686500000000004 0.11527000000000001 0.12178000000000001 -0.15914499999999995 -0.095869999999999983 -1.0000000180025095e-35 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.00076579855554222067 0.00043779922589795854 -0.00052387351885646854 -0.00036209052461402011 -0.00055149727625927595 -0.00034512261157876415 0.00048825888662280549 -7.2180345335959878e-05
leaf_weight=0.0010198727799988422 0.0010319652463411629 0.0010328122090373466 0.001597311922505229 0.0010689318403875065 0.0012323429214501037 0.0019214092013339179 0.0019326683572753322
leaf_count=210 169 138 121 243 693 870 677
internal_value=0 -5.65605e-05 -1.54258e-06 7.87208e-05 -3.51203e-05 7.33984e-05 0.000207221
internal_weight=0 0.00980535 0.00877254 0.00717523 0.00615535 0.00508642 0.00385408
internal_count=3121 2952 2814 2693 2483 2240 1547
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=8
num_cat=0
split_feature=376 48 16 15 3 0 4
split_gain=4.82424e-05 7.23536e-05 8.89762e-05 0.000102072 9.71603e-05 0.000104875 6.8345e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.27167499999999994 -0.13843999999999998 0.10542000000000001 -0.053834999999999994 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00044157767784057909 0.00038974291151324769 -2.6689544063826697e-05 -0.00014661039352808729 -0.00090737820437202812 0.0004072070208116286 -0.00054317870487119349 0.0004734460339395218
leaf_weight=0.0010099144162649979 0.0010477356519955376 0.0010011262204166296 0.0019228710637714604 0.0010229777497248898 0.0016638386198316729 0.0016425823651691515 0.0010603122239339546
leaf_count=167 166 160 1788 156 149 325 210
internal_value=0 -5.40126e-05 -0.000114215 -0.000471788 8.58359e-07 -0.000145301 7.37761e-05
internal_weight=0 0.00932362 0.00831371 0.0020241 0.0062896 0.00462577 0.00298318
internal_count=3121 2955 2788 316 2472 2323 1998
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=8
num_cat=0
split_feature=157 160 52 3 2 43 0
split_gain=1.64398e-05 4.78687e-05 4.76861e-05 5.06438e-05 4.82215e-05 3.52019e-05 3.2298e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 0.099185000000000009 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.011891030473605887 -0.020082302151931922 0.010092045462366098 0.021418001957526283 -0.020578035305101262 0.019445690111664193 0.00021709369110146156 -0.024290182093957856
leaf_weight=0.0010202883925837158 0.0011915763864218934 0.0012266476264574918 0.0010343733577792211 0.0011601379523364878 0.0012638792121208919 0.001163068661999641 0.0010002173724411403
leaf_count=460 654 423 194 153 408 123 706
internal_value=0 -0.00158402 0.0016346 -0.00188511 0.0027748 -0.00344065 -0.0111141
internal_weight=0 0.0080399 0.00684832 0.00581395 0.00465381 0.00338993 0.00216329
internal_count=3121 2661 2007 1813 1660 1252 829
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=8
num_cat=0
split_feature=48 12 16 13 4 4 1
split_gain=5.9009e-05 6.23425e-05 6.90951e-05 4.64484e-05 7.80554e-05 9.82793e-05 7.01258e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.09173000000000002 0.0061450000000000003 0.083835000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00043403476110093073 0.00030203212444449777 -0.00065801799593079172 3.4192704557903075e-05 0.00015037451617434786 -0.00048120019446587476 0.00056812738932248861 -0.00051580793181695255
leaf_weight=0.0010483343063492591 0.0018415257773968319 0.0012120838490641875 0.0010217656764401855 0.0014288945484878047 0.0012712726503551416 0.0011133845316236976 0.0010568246079936533
leaf_count=180 800 411 244 659 208 145 474
internal_value=0 -5.76673e-05 -0.0003414 3.67643e-05 -6.35355e-05 8.39918e-05 -0.000132859
internal_weight=0 0.00894575 0.00223385 0.0067119 0.00487038 0.0035991 0.00248572
internal_count=3121 2941 655 2286 1486 1278 1133
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=9
num_cat=0
split_feature=147 376 1 12 151 48 13 4
split_gain=8.33414e-05 6.64723e-05 6.08958e-05 0.000125953 4.07266e-05 0.000118494 6.50972e-05 6.49452e-05
threshold=0.089025000000000007 0.048375000000000008 0.12958500000000003 0.098810000000000023 -0.0083949999999999979 0.090390000000000012 -0.084034999999999985 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00036135159439136717 0.00052794281784679885 0.00039225717686914788 0.00031293176201978805 -0.00079396563835691224 0.00020639051134208039 0.00060938038069627699 -0.00062362874809206593 -6.5322548907343062e-06
leaf_weight=0.0014951391829345672 0.0010163598990539655 0.0010989633781267353 0.0010933673512913723 0.0011047493063448925 0.001344146010012729 0.001004337887665992 0.0013513816366613482 0.0012736889228249092
leaf_count=365 124 162 188 405 482 174 860 361
internal_value=0 -6.20346e-05 -0.000119639 -0.000182089 -7.75904e-05 7.71325e-06 -0.000144528 -0.000324212
internal_weight=0 0.00976577 0.00866681 0.00757344 0.00646869 0.00497355 0.00396922 0.00262507
internal_count=3121 2997 2835 2647 2242 1877 1703 1221
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=8
num_cat=0
split_feature=50 160 13 1 1 43 4
split_gain=6.30386e-05 7.77493e-05 9.59109e-05 0.000110528 6.01587e-05 0.000159029 8.85283e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.084034999999999985 0.090475000000000014 0.11212500000000002 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0003938038162581691 -0.00047015896651292062 -0.00012032186778294805 -0.00062809404892146762 0.00069728344909329677 -0.00046795216799361972 -0.00016522548640066331 0.00058171125754348638
leaf_weight=0.0019003762083879142 0.0010413724505321494 0.0013355932649957206 0.0011962556043028198 0.0012130639804704062 0.0019509588789135683 0.0011152380739333967 0.0013467889437801864
leaf_count=626 579 327 776 172 184 337 120
internal_value=0 3.6625e-05 -4.65796e-05 0.000268827 -0.00018989 -4.16e-05 0.000243367
internal_weight=0 0.0100583 0.0081579 0.00254866 0.00560924 0.00365828 0.00246203
internal_count=3121 2542 1916 499 1417 1233 457
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=8
num_cat=0
split_feature=52 13 15 3 150 15 12
split_gain=1.65755e-05 3.78548e-05 3.86156e-05 3.09758e-05 4.19846e-05 7.39633e-05 2.77897e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.092334999999999987 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.0011941969890281988 -0.010522311086074319 0.029373577852747496 0.024581740099033089 -0.016965809183513984 -0.015700870798631337 0.0071268516653625186 -0.015609131332450888
leaf_weight=0.0011069910397949671 0.0013022333322169361 0.0010062986362559586 0.0012236985163202262 0.0012144898839193674 0.0010994784041890478 0.0011557900481325746 0.0010051065763333625
leaf_count=462 501 301 314 133 158 170 1082
internal_value=0 0.00166388 0.0123391 -0.00287543 0.00113534 0.00697996 -0.00344843
internal_weight=0 0.00781185 0.00233069 0.00548116 0.00426667 0.0031672 0.0021609
internal_count=3121 2620 776 1844 1711 1553 1252
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=6
num_cat=0
split_feature=1 42 12 2 16
split_gain=1.64992e-05 4.10909e-05 3.49297e-05 4.44571e-05 5.82948e-05
threshold=0.122185 0.090395000000000017 0.09202500000000001 0.089775000000000008 -0.087874999999999981
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016148243889509455 0.0082270316279958698 -0.02054164036644324 0.013949393639552275 0.019321372413012849 -0.0091962268952888917
leaf_weight=0.0017302427392950465 0.0018972220218565613 0.0010496338471375124 0.0015320785769813985 0.0013458897347355015 0.0015335832765592007
leaf_count=1110 305 683 461 203 359
internal_value=0 -0.00225668 0.000868222 -0.00347942 0.00413314
internal_weight=0 0.00719143 0.00614179 0.00460972 0.00287947
internal_count=3121 2816 2133 1672 562
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=7
num_cat=0
split_feature=484 160 16 0 12 2
split_gain=1.76787e-05 3.69931e-05 3.72629e-05 6.56588e-05 7.20578e-05 3.90488e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.084100000000000022 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.019495004917490327 0.011723395599421942 -0.0092643859300510188 -0.020577286435377096 0.035387704627566234 0.0020913164836343697 0.0035814682955294403
leaf_weight=0.001020167236228605 0.0011162243222516315 0.001603312619279857 0.001321360415792328 0.0011377423666658994 0.0015160201230813087 0.0013552719613513433
leaf_count=613 394 137 433 277 914 353
internal_value=0 -0.00171557 0.000900343 0.00671326 0.0163664 -0.00834487
internal_weight=0 0.00795387 0.00693371 0.00425708 0.00265376 0.00267663
internal_count=3121 2727 2114 1328 1191 786
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=7
num_cat=0
split_feature=133 42 159 3 2 52
split_gain=1.73355e-05 4.77017e-05 3.98139e-05 5.78719e-05 7.93252e-05 2.61441e-05
threshold=0.088525000000000006 0.086375000000000021 0.076905000000000015 -0.13309499999999996 0.084055000000000005 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.026947242957213426 -0.012442055954335403 0.016843506258604445 0.015095224972146843 0.018900597176284638 -0.022517713930122682 -0.0028700804236152441
leaf_weight=0.0010511994594147502 0.0010041935742850063 0.0016172337969794131 0.0010846148336134068 0.001387400429253581 0.0010779427152215286 0.0018219851880426753
leaf_count=166 713 705 348 311 305 573
internal_value=0 0.00149323 -0.0023717 -0.00592041 -0.000764894 -0.0101734
internal_weight=0 0.00804038 0.00642314 0.00533853 0.00428733 0.00289993
internal_count=3121 2408 1703 1355 1189 878
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=9
num_cat=0
split_feature=376 133 43 16 16 457 0 15
split_gain=6.2782e-05 4.43827e-05 7.21427e-05 0.000127841 6.00011e-05 6.10214e-05 6.47179e-05 2.53437e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.061255000000000011 0.045365000000000009 -0.075359999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00019130223704500631 0.000452701798524225 -0.00043400932863005672 -0.00049928113059023824 0.00078754891556323862 -0.00055487642678800234 0.00039228815017396243 0.00025590405744881686 -0.00012309311610241084
leaf_weight=0.0010029184384780601 0.0010330984617695502 0.0010624504778770126 0.0013186734891586368 0.0010500678563661815 0.0010006372639161012 0.0010452338307514325 0.0011205576355648172 0.0014408369074125546
leaf_count=242 166 1026 212 234 268 117 156 700
internal_value=0 -5.75335e-05 -7.40307e-06 0.000309364 -0.000117144 -2.82131e-05 -0.00014149 -0.00030286
internal_weight=0 0.00904138 0.00797893 0.00205299 0.00592594 0.0049253 0.00388007 0.00275951
internal_count=3121 2955 1929 476 1453 1185 1068 912
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=9.26009e-05 6.60667e-05 5.4167e-05 5.24606e-05 7.64973e-05 7.27704e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00050422351007794661 -0.00056915544484477539 -0.00029520980002706819 -0.00021967099069343871 0.00050977341970957237 0.00038074402684757432 -0.00023144443622575482
leaf_weight=0.001101492683250614 0.0010193768899162186 0.001928069100960471 0.0016917830303461688 0.001749704001157162 0.00119803406585947 0.001980826490158045
leaf_count=219 579 337 492 229 98 1167
internal_value=0 5.22516e-05 -5.98648e-06 7.82451e-05 0.000180508 -7.25718e-07
internal_weight=0 0.00964991 0.00854842 0.00662035 0.00492856 0.00317886
internal_count=3121 2542 2323 1986 1494 1265
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=8
num_cat=0
split_feature=49 15 51 49 3 2 0
split_gain=1.92081e-05 3.58914e-05 2.87083e-05 4.38246e-05 4.51754e-05 7.78156e-05 3.16904e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.10247500000000002 -0.13309499999999996 0.084055000000000005 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7
right_child=2 -3 3 -5 5 6 -8
leaf_value=0.021078961195351631 0.012554419773806126 -0.0050613365656747237 -0.025889357791533847 0.013764947378327173 0.015307082253531681 -0.026865523580855134 -0.0034893295632842576
leaf_weight=0.0010759695516650691 0.001061150881072068 0.0010262236109337053 0.0012190655992111062 0.0010002216736352924 0.0013608554131651794 0.0011243505598979965 0.0011977148969074527
leaf_count=226 377 199 192 241 643 1097 146
internal_value=0 0.0083181 -0.00258862 -0.00531116 -0.00920353 -0.00368044 -0.0148081
internal_weight=0 0.00210219 0.00696336 0.00590221 0.00490199 0.00368292 0.00232207
internal_count=3121 425 2696 2319 2078 1886 1243
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=6.83549e-05 7.47949e-05 8.38641e-05 5.45275e-05 8.3801e-05 3.98736e-05 0.000109188
threshold=-0.032929999999999994 0.09334000000000002 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00047018528305651131 -0.00038793053543159265 -0.00068177841381839575 5.3350842080248734e-05 -8.4607715239742322e-05 0.00062991106578534845 0.00045871339716233088 -0.00031971751347944057
leaf_weight=0.0010365041530289347 0.0012345568856977495 0.0013477810393106391 0.0010705392931676791 0.0012606455545853992 0.0012636602534900321 0.0012734457079218405 0.0015193066324389948
leaf_count=180 1018 503 296 218 242 448 216
internal_value=0 -6.16465e-05 -0.000356352 4.71347e-05 0.000273078 -9.44861e-05 3.52332e-05
internal_weight=0 0.00896994 0.00241832 0.00655162 0.00252431 0.00402731 0.00279275
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=8
num_cat=0
split_feature=1 16 52 1 1 160 52
split_gain=5.73619e-05 6.93927e-05 8.64319e-05 0.000150727 7.69061e-05 7.44364e-05 7.75532e-05
threshold=0.13686500000000004 -0.008904999999999998 0.089325000000000015 0.11212500000000002 0.094385000000000011 -0.064219999999999985 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7
right_child=-2 5 -4 -5 -6 6 -8
leaf_value=-9.2966869085527832e-05 0.00044150905338887365 0.00057190216755287078 -0.00069968957306634002 -0.00057691775996979806 0.00052000802952077111 -0.00034042840401643564 0.00033962404680888908
leaf_weight=0.0018456693220566009 0.0010088270796980584 0.0011544387978903738 0.0010300637292586876 0.001543817437202446 0.0013718250495662323 0.0013971140126945614 0.0011971936950549297
leaf_count=984 169 306 585 141 204 664 68
internal_value=0 -5.01463e-05 -0.00018469 -7.32743e-05 0.000168384 0.000157707 -2.6605e-05
internal_weight=0 0.00954012 0.00579138 0.00476131 0.00321749 0.00374875 0.00259431
internal_count=3121 2952 1914 1329 1188 1038 732
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=7
num_cat=0
split_feature=15 15 150 15 16 13
split_gain=1.80866e-05 4.00983e-05 4.51039e-05 3.98114e-05 3.91425e-05 7.43567e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.094365000000000018 -0.037864999999999989 -0.013324999999999998 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.011270103582448971 -0.015459345747837836 -0.019679064050530597 0.021154171628412811 -0.011352538228487981 -0.011522068850673702 0.022192236638627235
leaf_weight=0.001219374390678484 0.001691520632501547 0.0010102874716377214 0.0010180260216743576 0.0013719269470793428 0.0010591024695007557 0.0017109931894869865
leaf_count=253 373 633 230 1032 266 334
internal_value=0 -0.00181928 0.00191997 -0.00188045 0.00246084 0.0093021
internal_weight=0 0.00786186 0.00617034 0.00515231 0.00414202 0.0027701
internal_count=3121 2868 2495 2265 1632 600
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=7
num_cat=0
split_feature=42 43 0 16 52 15
split_gain=1.90819e-05 3.58081e-05 5.68013e-05 3.39298e-05 3.14313e-05 4.21684e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.011324605584720499 -0.0030524176460074385 0.01515261398720167 0.029387874455463703 -0.018261705661616584 -0.016651069564510027 0.0061688661949449806
leaf_weight=0.0012886894710742256 0.0011078100811172061 0.0012170719706906222 0.0010525821429560847 0.0010870998264080698 0.0014209124334310073 0.0018826872345680667
leaf_count=862 847 162 194 218 202 636
internal_value=0 0.00181452 0.0127531 -0.00239955 0.00141487 -0.00364622
internal_weight=0 0.00776816 0.00216039 0.00560777 0.00452067 0.0033036
internal_count=3121 2259 1041 1218 1000 838
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=1.79029e-05 4.60216e-05 4.00636e-05 3.15762e-05 4.41709e-05
threshold=0.27834500000000006 -0.016164999999999995 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.015980338268683728 0.0085394170760868353 -0.022720270079237617 0.008917631960534014 -0.017587220954900239 0.0068290844983881025
leaf_weight=0.0011481726901948191 0.0019133236984710074 0.0011424970455654031 0.0017319216124463848 0.0018751918997573697 0.0012249208583725458
leaf_count=458 340 155 557 1440 171
internal_value=0 -0.00235575 -0.00587955 -0.00189769 -0.00793982
internal_weight=0 0.0071227 0.00597453 0.00483203 0.00310011
internal_count=3121 2781 2323 2168 1611
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=8
num_cat=0
split_feature=48 12 16 4 1 1 13
split_gain=5.98514e-05 6.63596e-05 6.95373e-05 4.24362e-05 7.7548e-05 6.00096e-05 2.36497e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.09173000000000002 0.10060500000000001 0.086560000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00043284848550600459 -5.9699168658969554e-05 -0.00067134600942343064 2.1908856179523957e-05 -0.00020645002765346812 0.00055667028257796103 -0.00038459116583194588 0.00032681008572294992
leaf_weight=0.0010677044993726041 0.0010672215585492521 0.0012036229560418816 0.0010342983029313696 0.0019462102445043858 0.0012520121383248367 0.0011282955532818388 0.0014164770572109289
leaf_count=180 1037 411 244 374 259 387 229
internal_value=0 -5.80175e-05 -0.000350945 3.82421e-05 0.00013615 -9.61401e-06 0.000160731
internal_weight=0 0.00904814 0.00223792 0.00681022 0.00486401 0.00361199 0.0024837
internal_count=3121 2941 655 2286 1912 1653 1266
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=6
num_cat=0
split_feature=15 15 15 16 2
split_gain=1.55597e-05 3.19855e-05 4.16627e-05 2.98134e-05 6.7376e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.03241999999999999 -0.014034999999999997 0.097220000000000015
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.010464014960250281 -0.013900266656997347 0.014547765909705962 -0.014618985397458876 -0.012265334025002031 0.018873667961969751
leaf_weight=0.0012178813210061276 0.0016829661834049433 0.001780927377601214 0.001571501107808411 0.0014547813033897192 0.0013302195224179905
leaf_count=253 373 758 1040 467 230
internal_value=0 -0.0016874 0.00166153 -0.00360634 0.00260781
internal_weight=0 0.0078204 0.00613743 0.0043565 0.002785
internal_count=3121 2868 2495 1737 697
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=6
num_cat=0
split_feature=52 13 1 15 15
split_gain=1.68333e-05 3.75973e-05 3.15787e-05 5.36306e-05 2.99935e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0003816828340886251 -0.010634156970145713 0.015512032224746147 -0.013003609911533721 -0.0093302346644244232 0.02323184819835521
leaf_weight=0.0010904013179824775 0.0012870215902312529 0.0017102901263110547 0.0019521431920754805 0.001766707396070421 0.0012140057765030431
leaf_count=462 501 611 250 983 314
internal_value=0 0.00171734 -0.00282524 0.00288936 0.0124196
internal_weight=0 0.00773355 0.00542914 0.003477 0.00230441
internal_count=3121 2620 1844 1594 776
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=9
num_cat=0
split_feature=376 133 43 0 47 4 16 49
split_gain=4.70457e-05 5.18938e-05 7.75975e-05 7.04733e-05 4.99814e-05 0.000120014 6.4236e-05 3.15527e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.070154999999999981 0.092530000000000015 -0.04890499999999999 -0.074319999999999983 -0.031119999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-2.7487603228260257e-05 0.00039921784370170046 -0.00045890979576262465 -0.00055732142193198582 0.00070523618756442258 -0.00049829092758787291 0.00018894440531457216 0.00048324732662630875 -0.00028917906728578261
leaf_weight=0.0010130974642012268 0.0010053177308242426 0.001044199584674021 0.0012074394544707512 0.0010055918929301746 0.0010400083977694834 0.0010331721363399243 0.001409580979282306 0.0010910444023202685
leaf_count=332 166 1026 732 144 155 102 263 201
internal_value=0 -4.84093e-05 6.54553e-06 0.000337512 -0.000109021 -2.36332e-05 0.000158719 -5.66303e-05
internal_weight=0 0.00884413 0.00779993 0.00201869 0.00578125 0.00474124 0.0035338 0.00212422
internal_count=3121 2955 1929 476 1453 1298 566 303
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=8
num_cat=0
split_feature=1 12 49 2 2 43 2
split_gain=0.000107916 7.18993e-05 2.95607e-05 5.42539e-05 6.52519e-05 9.62039e-05 3.62574e-05
threshold=0.13686500000000004 0.11527000000000001 -0.043469999999999995 0.11215000000000001 0.097845000000000015 -0.074359999999999996 0.092235000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-6.3268902663752479e-05 0.00057939092194409219 -0.00057194748943148639 0.00021830544804894584 -0.00038786210373711378 0.00036841210398819206 -0.00044963666961582921 0.00044268064326421916
leaf_weight=0.0011520162068542794 0.0010611176174103619 0.0010190494076761309 0.0015833588725868916 0.0017066928212653995 0.0014388635625735826 0.0017401957371610951 0.0010327200260075377
leaf_count=203 169 138 736 301 306 1085 183
internal_value=0 -7.93176e-05 -2.13071e-05 -8.79049e-05 1.95898e-05 -0.000131426 0.000175892
internal_weight=0 0.0096729 0.00865385 0.00646911 0.00476242 0.00332355 0.00218474
internal_count=3121 2952 2814 2428 2127 1821 386
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=7
num_cat=0
split_feature=1 42 151 16 43 4
split_gain=1.60446e-05 4.06765e-05 3.88865e-05 7.45349e-05 2.66333e-05 2.06661e-05
threshold=0.122185 0.090395000000000017 -0.0083949999999999979 -0.25582999999999995 -0.077604999999999993 0.0045450000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013834739074298431 0.0081694895512437315 -0.02042929146162431 0.027636885462539441 0.010863635145100437 -0.015336781212478666 0.0032198746623016876
leaf_weight=0.0013852106820177899 0.0018793738739861275 0.0010466128596700059 0.0011290250228043856 0.0011369008518410293 0.0014450977031799045 0.0010264181180115082
leaf_count=437 305 683 149 557 834 156
internal_value=0 -0.00221085 0.000903428 0.00521281 -0.00180338 -0.00763022
internal_weight=0 0.00716927 0.00612265 0.00473744 0.00360842 0.00247152
internal_count=3121 2816 2133 1696 1547 990
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=7
num_cat=0
split_feature=42 43 0 16 52 15
split_gain=1.54586e-05 3.396e-05 4.90914e-05 3.30783e-05 2.61955e-05 4.01526e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.010157124807296594 -0.0023806591441658509 0.013881408656037895 0.027849021285346623 -0.018211770268846347 -0.01605990446853529 0.0062439524366122833
leaf_weight=0.0012958162308282246 0.0011045164128875233 0.0012096644324377207 0.0010458948220241958 0.0010770799481656778 0.0014136108643209315 0.001881400110478823
leaf_count=862 847 162 194 218 202 636
internal_value=0 0.00164493 0.0123221 -0.00246854 0.00129571 -0.00332475
internal_weight=0 0.00773217 0.00215041 0.00558176 0.00450468 0.00329501
internal_count=3121 2259 1041 1218 1000 838
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=7
num_cat=0
split_feature=4 151 0 15 2 12
split_gain=1.60161e-05 4.14663e-05 3.65577e-05 2.79278e-05 6.6576e-05 2.86953e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.14794999999999997 -0.037864999999999989 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.015467813308610573 0.0080935393411489427 -0.021496157138242041 -0.013605597518715826 0.025354120528732167 -0.014893062041386438 0.0022419419931262478
leaf_weight=0.0011160734778580868 0.0019069007649780258 0.0011566525223245076 0.0013999340076306308 0.0010849749002632069 0.0012806490086109219 0.0010639949521137942
leaf_count=452 340 160 747 192 250 980
internal_value=0 -0.00222831 -0.00552759 -0.00170321 0.00315522 0.0139109
internal_weight=0 0.00710228 0.00598621 0.00482955 0.00342962 0.00214897
internal_count=3121 2781 2329 2169 1422 1172
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 1 15
split_gain=5.69076e-05 6.36909e-05 9.29523e-05 5.04189e-05 6.72454e-05 4.56115e-05 8.54597e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 0.094465000000000007 -0.21699999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.0004510761132963202 0.00043237762215568164 -0.00049623876557201678 -0.00038527040200848971 -0.00018663430244873145 -0.00042636220052740431 -0.00010397623131695364 0.00060232339567911305
leaf_weight=0.0014845784822829465 0.0010363673041550872 0.0010945367615035626 0.0016795961905641298 0.0012091619349085085 0.0010717102521005453 0.001233927349747251 0.0014126728396844795
leaf_count=230 166 1026 852 349 171 147 180
internal_value=0 -5.23192e-05 7.72873e-06 -9.18894e-05 8.11348e-06 0.000128876 0.000273025
internal_weight=0 0.00918618 0.00809165 0.00660707 0.00492747 0.00385576 0.0026466
internal_count=3121 2955 1929 1699 847 676 327
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 4 0
split_gain=4.40738e-05 7.40822e-05 5.64199e-05 4.41546e-05 7.015e-05 4.53383e-05 6.92024e-05
threshold=-0.032929999999999994 0.095330000000000012 0.0073350000000000004 -0.084034999999999985 0.10347000000000002 0.08184000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00038935883571595626 0.000319726495760152 -0.00065049325296257941 -1.7520566167964085e-05 0.00025926620193087634 0.0004042888645142429 -0.00051146755267662521 -0.00036951265086890685
leaf_weight=0.0010017376224462317 0.0018078491625711061 0.0011731653245907966 0.0010053769501301502 0.0014556304727906064 0.001066304171171502 0.0010497334166929334 0.0012515651108183567
leaf_count=180 800 399 256 149 256 178 903
internal_value=0 -4.46803e-05 -0.000358382 5.83818e-05 -3.95757e-05 -0.000165555 -3.14249e-05
internal_weight=0 0.00880962 0.00217854 0.00663108 0.00482323 0.00375693 0.0027072
internal_count=3121 2941 655 2286 1486 1230 1052
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=7
num_cat=0
split_feature=376 133 43 3 1 4
split_gain=5.13164e-05 7.61275e-05 7.77352e-05 5.34986e-05 7.93083e-05 5.0399e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.094465000000000007 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00042154369028783061 0.00040847556038717383 -0.00053497918860102346 0.00022674822076497307 -0.00051542857609143656 0.00029524145832763367 -0.00020722808502760754
leaf_weight=0.0014802797773021464 0.0010439077510045513 0.0010968844642120579 0.0016719061253269007 0.0017402152606695916 0.0013351477787377174 0.0018050544885047095
leaf_count=230 166 1026 213 986 249 251
internal_value=0 -5.04442e-05 1.5721e-05 -7.59611e-05 -0.000179662 6.41137e-06
internal_weight=0 0.00912949 0.0080326 0.00655232 0.00488042 0.0031402
internal_count=3121 2955 1929 1699 1486 500
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=7
num_cat=0
split_feature=1 42 3 1 3 15
split_gain=1.48362e-05 4.07418e-05 6.00525e-05 3.59155e-05 6.98202e-05 3.42975e-05
threshold=0.122185 0.075730000000000006 -0.116045 0.094465000000000007 0.090900000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.024708601052531774 0.0078641092501889661 -0.00041657811766935464 -0.029938641226184688 0.0079596635965876097 0.0054442736409898509 -0.025741964733089803
leaf_weight=0.0010022809434224273 0.0018799246169363725 0.0010226935390256673 0.0010459848863442747 0.0017783021452232456 0.0011946452359567206 0.0011207920545529336
leaf_count=208 305 578 795 295 89 851
internal_value=0 -0.00211721 0.00280973 -0.00265163 -0.0110734 -0.0136588
internal_weight=0 0.0071647 0.00502121 0.00401893 0.00224063 0.00214349
internal_count=3121 2816 1387 1179 884 1429
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=7
num_cat=0
split_feature=52 13 3 150 3 1
split_gain=1.56579e-05 3.52212e-05 3.16528e-05 4.49746e-05 5.44456e-05 2.91386e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 0.086615000000000011 -0.074479999999999977 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00019409257925329364 -0.010262011719899492 -0.0054261926621299826 -0.017007681430493159 -0.016343774025042331 0.020879707369157258 0.022708624256929568
leaf_weight=0.0010948613338660756 0.001285045633625477 0.0016175924074497859 0.00120856464220713 0.0010721354087338923 0.0015318815434342582 0.0012102519182104283
leaf_count=480 501 1112 133 158 441 296
internal_value=0 0.0016581 -0.00273836 0.00134667 0.00736881 0.0120149
internal_weight=0 0.00773529 0.00543017 0.00422161 0.00314947 0.00230511
internal_count=3121 2620 1844 1711 1553 776
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=9
num_cat=0
split_feature=376 133 43 1 47 0 3 16
split_gain=6.245e-05 6.21821e-05 6.25838e-05 4.75075e-05 6.01299e-05 5.41354e-05 4.63207e-05 4.61657e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 0.094465000000000007 0.092530000000000015 -0.066689999999999985 0.11296500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -4
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=0.00025771913798495989 0.00033270321999209117 -0.00059334458841866892 -8.1427262512707527e-05 0.00056578859371029849 -0.00043083780261542144 -0.00028839750205510547 -1.7797582873829059e-05 -0.00062560657238938742
leaf_weight=0.001469417636386746 0.0010612580706464607 0.0011639067922747963 0.0010091586486361752 0.0010002577380437772 0.0012372880702250324 0.0010292742402208542 0.0010957172455767009 0.001476031428079646
leaf_count=230 166 1026 249 156 151 206 121 816
internal_value=0 -0.00016886 -0.000109457 -0.000188247 -6.49799e-05 7.98634e-05 0.000260706 -0.000404632
internal_weight=0 0.00948105 0.00831715 0.00684773 0.00436254 0.00312525 0.00209597 0.00248519
internal_count=3121 2955 1929 1699 634 483 277 1065
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=9
num_cat=0
split_feature=50 484 42 43 47 1 150 4
split_gain=6.50868e-05 8.2176e-05 4.38139e-05 5.1184e-05 5.19396e-05 9.25602e-05 7.29276e-05 0.000139312
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.074359999999999996 0.077555000000000013 0.077565000000000009 0.11456000000000001 0.0049200000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00033985740581887047 -0.00048032538631133707 0.00055279991347437002 0.00031592870203849671 -0.00041792047279002031 -0.00041642496418281473 -6.9150206257355894e-05 -0.00020363576344103649 0.00095279806172202401
leaf_weight=0.0014058444325027782 0.0010204025621758416 0.0010705040942479852 0.0018921142172399225 0.0012019146143722095 0.0012115804837570633 0.0010352927420995402 0.0010238026528430755 0.0010162904308180568
leaf_count=667 579 322 571 424 109 250 65 134
internal_value=0 3.9886e-05 -2.26025e-05 3.78245e-05 -5.8043e-05 4.34716e-05 0.000223792 0.000437091
internal_weight=0 0.00985734 0.00878684 0.007381 0.00548888 0.0042773 0.00307539 0.00205158
internal_count=3121 2542 2220 1553 982 873 449 384
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=7
num_cat=0
split_feature=42 43 0 4 52 15
split_gain=1.47005e-05 3.14216e-05 4.55538e-05 2.83165e-05 3.42806e-05 4.96965e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.033174999999999989 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.009970432384458652 -0.0023583838737566559 -0.013114184265500381 0.026743317836638959 0.016259088711327134 -0.016569767779252342 0.01081890624766077
leaf_weight=0.0013040036277230469 0.0011078052285738414 0.0017218181330620826 0.0010455272698830715 0.0012097943109022264 0.0014474103719360363 0.0012216714041718727
leaf_count=862 847 668 194 160 204 186
internal_value=0 0.00150529 0.0117716 -0.00244187 0.00229552 -0.00403364
internal_weight=0 0.00775403 0.00215333 0.00560069 0.00387888 0.00266908
internal_count=3121 2259 1041 1218 550 390
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=5.58387e-05 6.30244e-05 7.50127e-05 6.35787e-05 6.40871e-05 3.97581e-05 0.000125492
threshold=-0.032929999999999994 0.09334000000000002 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00042911181288621296 -0.00040117341819788355 -0.00064134075806689215 6.1810600369829175e-05 -2.0169131018172365e-05 0.00061245631316133307 0.00048011155924417373 -0.00036299160918463872
leaf_weight=0.0010209214290509755 0.0012299788813604912 0.0013139020181578919 0.0010490179325990255 0.0012447122165708279 0.0012181897356426372 0.001252744864735406 0.0014813987725739353
leaf_count=180 1018 503 296 218 242 448 216
internal_value=0 -5.53528e-05 -0.000329177 4.53196e-05 0.000292737 -0.000108401 2.3306e-05
internal_weight=0 0.00878994 0.00236292 0.00642702 0.0024629 0.00396412 0.00273414
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=7
num_cat=0
split_feature=15 52 47 16 4 2
split_gain=1.6498e-05 3.01383e-05 3.86103e-05 4.1496e-05 9.11967e-05 4.68691e-05
threshold=-0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.084119999999999986 -0.036839999999999991 0.092365000000000017
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.010680280456883207 -0.017861155612563885 0.00871759087196948 -0.014875479074208936 -0.0010401181338311181 0.034663999436808389 -0.019173879417106715
leaf_weight=0.0012205939860843893 0.0010187465237741014 0.0011746830038210497 0.0013064220625557191 0.0019724372212536253 0.0011225204166859849 0.0012368432814969315
leaf_count=253 541 526 233 783 517 268
internal_value=0 -0.00181888 0.00057995 0.00424678 0.0119095 -0.00558761
internal_weight=0 0.00783165 0.00681291 0.00550648 0.00309496 0.00241153
internal_count=3121 2868 2327 2094 1300 794
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=9
num_cat=0
split_feature=376 133 43 16 16 457 0 0
split_gain=5.42583e-05 5.69072e-05 7.42088e-05 7.73481e-05 4.21775e-05 4.42156e-05 4.44798e-05 1.97659e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.061255000000000011 0.045365000000000009 -0.075359999999999996 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-5.2865758598439771e-05 0.00042040875614212422 -0.00048005433375335161 -0.00013907702818104789 0.00070760204762636172 -0.00047643504618779565 0.00032333079135744136 0.00020128818363445 -0.00048366685770711345
leaf_weight=0.0010411366257536577 0.0010279543752539722 0.0010679052275726344 0.0017627256347961617 0.0010160434010687803 0.0010011436046546461 0.0010435175319479795 0.0011041895527526555 0.0010047931104328323
leaf_count=242 166 1026 173 234 268 117 156 739
internal_value=0 -5.49908e-05 1.9384e-06 0.00032273 -0.000109604 -3.48871e-05 -0.000131435 -0.000264186
internal_weight=0 0.00904145 0.00797355 0.00205718 0.00591637 0.00491523 0.00387171 0.00276752
internal_count=3121 2955 1929 476 1453 1185 1068 912
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=7
num_cat=0
split_feature=1 42 3 151 1 15
split_gain=1.68891e-05 3.52974e-05 5.45483e-05 3.60704e-05 5.95082e-05 3.10556e-05
threshold=0.122185 0.075730000000000006 -0.116045 -0.0083949999999999979 0.095025000000000012 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.023151345954153094 0.008307635054252251 -0.00047866895559716354 -0.019154967971611966 -0.0092057150875120494 0.01946161831900501 -0.024538314827005487
leaf_weight=0.0010004066834619837 0.0018819646849083911 0.0010263364047072726 0.0010231543640371525 0.0017586019075737946 0.0012309515955653211 0.0011240621789727272
leaf_count=208 305 578 191 817 171 851
internal_value=0 -0.00233747 0.00225995 -0.00294847 0.00259809 -0.0130552
internal_weight=0 0.00716351 0.00501311 0.00401271 0.00298955 0.0021504
internal_count=3121 2816 1387 1179 988 1429
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 4 0
split_gain=5.98823e-05 6.51933e-05 5.87198e-05 4.91633e-05 6.8919e-05 4.36022e-05 7.79204e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.10347000000000002 0.08184000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00043421805483220735 0.00030526704105812897 -0.00064922955293186227 -6.5383984612062366e-06 0.00024919591616632256 0.0003669303623338996 -0.00053329169693198475 -0.00041954115589424277
leaf_weight=0.0010297195058829164 0.0018286216893450375 0.0012042708042892464 0.0010007592719110437 0.0014283107892958261 0.0010690551152614616 0.0010643850054593861 0.0012615642617488966
leaf_count=180 800 411 244 149 256 178 903
internal_value=0 -6.53589e-05 -0.000357542 3.14961e-05 -7.22963e-05 -0.00019737 -6.4445e-05
internal_weight=0 0.00885697 0.00220503 0.00665194 0.00482332 0.00375426 0.00268988
internal_count=3121 2941 655 2286 1486 1230 1052
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=8
num_cat=0
split_feature=48 3 2 43 2 4 43
split_gain=5.07943e-05 5.8653e-05 0.000144441 6.24412e-05 4.52553e-05 7.56258e-05 2.80732e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.067199999999999996 0.098260000000000014 0.053925000000000008 -0.092909999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=0.00040871289746126376 -0.00085046163896923565 0.00043848284968778375 -0.00020546661939620201 -0.00027130429446965552 0.00047256847273026393 -0.00023352252832065324 0.00024567261830382421
leaf_weight=0.0010121155193285386 0.0010800712621638151 0.0013219406321022297 0.0010154942088083285 0.0019313220690900844 0.0012174604121022569 0.0011194043144795796 0.0011099422056614933
leaf_count=180 513 407 254 396 215 178 978
internal_value=0 -5.51327e-05 -0.000266581 6.61165e-05 -4.92126e-05 0.000134337 3.01266e-05
internal_weight=0 0.00879564 0.00320551 0.00559013 0.00426819 0.00233686 0.00212544
internal_count=3121 2941 1745 1196 789 393 1232
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=7
num_cat=0
split_feature=11 13 1 39 0 16
split_gain=1.47938e-05 4.52736e-05 6.74833e-05 4.30488e-05 4.08401e-05 6.02769e-05
threshold=0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.0046100000000000004 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0030363747426706347 -0.011335881120251636 -0.014164688033432089 0.032056484939538644 0.015182157869530961 -0.021624820283165369 0.012602411638075474
leaf_weight=0.0011588932332687982 0.0010415615170678858 0.0017545552671318623 0.0010394825920008294 0.0010365631157570965 0.0014047941664948244 0.0016162933871750776
leaf_count=545 208 729 316 250 256 817
internal_value=0 0.00133307 0.013557 -0.00329044 -0.00729995 -0.00133009
internal_weight=0 0.00801058 0.00219838 0.00581221 0.00477564 0.00337085
internal_count=3121 2913 861 2052 1802 1546
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=9
num_cat=0
split_feature=376 50 160 49 4 13 15 15
split_gain=6.45043e-05 5.79845e-05 5.11832e-05 6.79778e-05 9.96906e-05 9.77708e-05 6.81265e-05 0.0001157
threshold=0.048375000000000008 1.0000000180025095e-35 -0.027994999999999996 -0.081404999999999991 0.0052350000000000009 -0.0093149999999999986 -0.095869999999999983 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=0.00031081054223250555 0.00043743809961872555 -0.00050194238256189006 0.0003677953644088343 -5.7277114515914872e-05 0.00023516194891270759 -0.00089844277928598606 0.00032132047395292237 -0.00068450723871740402
leaf_weight=0.0015747052262363431 0.0011125029831654714 0.0010255586441742766 0.0010979438557604118 0.0010035742048275281 0.0010922702202726679 0.0011288151036981618 0.0016845199221370969 0.0010143436054904343
leaf_count=591 166 594 135 643 128 489 253 122
internal_value=0 -6.1254e-05 -8.67809e-06 -8.03298e-05 -0.000163391 -0.000502562 2.73811e-05 -0.000207663
internal_weight=0 0.00962173 0.00859617 0.00702147 0.00592352 0.00213239 0.00379113 0.00210661
internal_count=3121 2955 2361 1770 1635 1132 503 250
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=7
num_cat=0
split_feature=0 457 15 15 16 0
split_gain=1.71495e-05 3.18227e-05 4.56752e-05 7.5552e-05 8.99007e-05 6.65553e-05
threshold=0.041630000000000007 0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.056919999999999991 -0.10836499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.011302744496980589 0.0082329744367846801 0.013426573499910333 -0.023054389297297143 0.020142406541699184 -0.033802980976574443 0.021353423796003995
leaf_weight=0.0016015237471396077 0.0019336022185919878 0.0010797055417622698 0.0011594474501687956 0.0012577448474726518 0.0010008127237464796 0.0010225906656083517
leaf_count=231 252 266 1140 293 552 387
internal_value=0 -0.00238645 -0.00521218 -0.000975336 -0.00830258 0.00142303
internal_weight=0 0.00712182 0.00604212 0.00488267 0.00362493 0.00262411
internal_count=3121 2869 2603 1463 1170 618
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=8
num_cat=0
split_feature=1 43 3 13 47 0 1
split_gain=8.45766e-05 8.10681e-05 9.9519e-05 0.000109394 7.64785e-05 7.7584e-05 0.000107988
threshold=0.13686500000000004 -0.052894999999999991 -0.075944999999999985 -0.017449999999999997 1.0000000180025095e-35 0.0059850000000000016 0.10439500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3
right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=-0.00052884541164452447 0.00052556076813352066 -0.00023215505619126508 0.00066143839613120215 0.0003483306217482539 -0.00060884733036735189 -0.00043874909268598741 0.00047324359520139672
leaf_weight=0.0010175520889244981 0.001036601455270964 0.001846260558556008 0.0011153576015616013 0.0011810681763063458 0.001346388016614004 0.0015909953917924075 0.001522407691546105
leaf_count=634 169 1051 378 367 193 171 158
internal_value=0 -6.39215e-05 0.000184375 -5.76387e-05 -0.000194407 -8.19001e-05 8.66369e-05
internal_weight=0 0.00962003 0.00331398 0.00219862 0.00630605 0.00495966 0.00336867
internal_count=3121 2952 1379 1001 1573 1380 1209
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=6
num_cat=0
split_feature=4 0 3 2 1
split_gain=1.60412e-05 3.11589e-05 6.45262e-05 4.9853e-05 4.98481e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 0.10097500000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.032562075947295814 0.0078717606619688931 0.015250162680270091 0.0078732458768006955 -0.010979313154096379 -0.0041181152040962905
leaf_weight=0.0012187856659649078 0.0019687911387646874 0.001900165740136717 0.0015468856467329636 0.0011712921731921691 0.0012460134017631716
leaf_count=1862 352 211 150 260 286
internal_value=0 -0.00233238 -0.00813584 0.00524762 -0.018183
internal_weight=0 0.00708314 0.00401168 0.00307146 0.0024648
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=8
num_cat=0
split_feature=50 160 12 12 13 13 0
split_gain=8.96193e-05 6.67094e-05 5.54483e-05 6.24429e-05 0.000103704 9.42565e-05 7.09625e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.11650500000000001 0.086705000000000018 -0.084034999999999985 -0.14001499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00038003243807909772 -0.00055789227298259187 -0.00040951879272899984 0.00034490692796910728 -0.00040233610457098711 0.00063567232857607574 2.1290229842192496e-06 -0.00063668041224226759
leaf_weight=0.0019335367869843115 0.0010176974057336053 0.0012256017013995814 0.0017752859523433922 0.0010295436408889035 0.0011987112946553313 0.0018485664237275594 0.0010473700440935575
leaf_count=626 579 276 392 100 173 129 846
internal_value=0 5.2698e-05 -2.51983e-05 4.30712e-05 0.000121192 -1.08314e-05 -0.000228908
internal_weight=0 0.0100586 0.00812508 0.00689948 0.00586993 0.00467122 0.00289594
internal_count=3121 2542 1916 1640 1540 1367 975
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=9
num_cat=0
split_feature=50 15 52 47 1 16 16 0
split_gain=6.35591e-05 5.72527e-05 4.55243e-05 5.51261e-05 7.62425e-05 7.64591e-05 6.81937e-05 7.19058e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.11592499999999999 0.092710000000000015 1.0000000180025095e-35 0.11346000000000002 -0.013324999999999998 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.00047317341709913211 -0.00046802701481635006 -0.00039807748761379981 -0.00051762187490957416 -0.00032514526290598631 -0.00017165510524150661 0.00018811108557195173 0.00073238039451201532 0.00048786801052171731
leaf_weight=0.0010817716522612151 0.0010132045169174214 0.0010030961435980165 0.0011225497810526883 0.0012583056629857717 0.0013667653096324922 0.0012445911331028701 0.0010314130437175614 0.0011880205373302434
leaf_count=218 609 444 1072 175 114 71 235 183
internal_value=0 4.91432e-05 -6.69594e-06 4.77429e-05 0.000126557 -0.000146563 0.000306835 0.000135035
internal_weight=0 0.00929651 0.00821474 0.00721165 0.00595334 0.00236714 0.0035862 0.00255479
internal_count=3121 2512 2294 1850 1675 1143 532 297
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=6
num_cat=0
split_feature=52 52 15 49 15
split_gain=1.6342e-05 3.86636e-05 4.42496e-05 5.5037e-05 4.60834e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014538622937865498 -0.01051585427651584 0.016568587822068367 0.0077663165969780769 -0.025304580955889402 -0.0012732032294896427
leaf_weight=0.0013290941126035283 0.001293004978804236 0.0014164020415661479 0.0018489818510369223 0.0016821630580226739 0.0015181295220978836
leaf_count=235 501 562 361 684 778
internal_value=0 0.00162307 -0.00169579 -0.00596908 -0.0139048
internal_weight=0 0.00779477 0.00637837 0.00504927 0.00320029
internal_count=3121 2620 2058 1823 1462
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=7
num_cat=0
split_feature=51 12 2 160 2 1
split_gain=1.36307e-05 3.28953e-05 6.30014e-05 5.94787e-05 3.99276e-05 8.53198e-05
threshold=-0.076794999999999988 0.10016000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.10097500000000002 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.008715115504526803 -0.016907616704859553 -0.011266761284414849 0.029106611190813245 -0.0086857340762902264 -0.013522712777218643 0.026342041527025257
leaf_weight=0.0015257016644598864 0.0010743490959172989 0.0015632960294714466 0.0014668201553087474 0.0012817359897021804 0.0010074458661151436 0.0011493883707986772
leaf_count=537 531 359 944 353 180 217
internal_value=0 0.00164883 0.00502539 0.00982902 0.0163779 0.00772143
internal_weight=0 0.00754304 0.00597974 0.00490539 0.00362365 0.00215683
internal_count=3121 2584 2225 1694 1341 397
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=9
num_cat=0
split_feature=50 15 13 2 52 52 4 4
split_gain=6.6241e-05 7.21633e-05 4.40998e-05 7.20425e-05 0.000106299 5.89919e-05 6.31754e-05 5.08196e-05
threshold=0.079410000000000008 -0.24436499999999997 0.11596500000000001 0.11704500000000001 -0.087769999999999987 0.089325000000000015 -0.0016099999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00052182109210397831 -0.00047673164138255746 -0.00054199658493637992 0.00027175143573759177 -0.00056575109235970839 0.00061562509093492221 -0.00023610044447253898 -0.00026098417494347119 0.00033522560237608166
leaf_weight=0.0010938065363621284 0.0010246781507541785 0.0011200588011404805 0.0016768198677022195 0.0010128166501594312 0.0012431259723893451 0.0012436314605774185 0.0010103983521236636 0.0012053941135871647
leaf_count=218 609 479 157 191 646 462 202 157
internal_value=0 4.77239e-05 -1.31967e-05 -8.30982e-05 8.57097e-07 0.000130155 0.000261839 6.33548e-05
internal_weight=0 0.00960605 0.00851225 0.00683543 0.00582261 0.00470255 0.00345892 0.00221579
internal_count=3121 2512 2294 2137 1946 1467 1005 359
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=7
num_cat=0
split_feature=13 16 52 16 0 16
split_gain=1.58344e-05 4.68315e-05 3.65784e-05 4.2425e-05 4.73801e-05 6.81013e-05
threshold=0.11217000000000001 0.22339500000000004 -0.046924999999999988 -0.056919999999999991 -0.10224499999999999 -0.5009849999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.012992438855156541 0.0081906465411895318 -0.022009488631739463 0.011778014690990837 -0.019738730127140409 0.01878180261584439 -0.024718135104222903
leaf_weight=0.001820190644226 0.0018428413129647249 0.0010237006946766701 0.0010034980145486533 0.0012171843789572263 0.0011182488040404701 0.0010423716502228932
leaf_count=528 217 401 165 569 1084 157
internal_value=0 -0.00219394 0.00107708 -0.0038731 0.00223015 -0.00681679
internal_weight=0 0.00722519 0.00620149 0.0043813 0.00316412 0.00204587
internal_count=3121 2904 2503 1975 1406 322
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.37336e-05 3.8195e-05 5.2291e-05 3.90543e-05 6.6302e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0095895700380503029 -0.011629803057267961 0.021332255660325657 0.0073826991552752869 0.012785253975883405 -0.022546637061542581
leaf_weight=0.0012995085539348594 0.0017186933218945278 0.0015167293837625188 0.0015577795693335586 0.0015406545161553431 0.0014102399761997636
leaf_count=862 828 482 588 180 181
internal_value=0 0.00151978 0.00527058 -0.000132609 -0.00683808
internal_weight=0 0.0077441 0.0060254 0.00450867 0.00296802
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=7
num_cat=0
split_feature=1 43 42 48 160 0
split_gain=1.48592e-05 5.79917e-05 3.72007e-05 3.29825e-05 4.36528e-05 5.2451e-05
threshold=1.0000000180025095e-35 0.070450000000000013 0.086375000000000021 0.087215000000000015 -0.063384999999999983 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.019723691677664777 0.021199871518499253 0.011395125918121224 0.01675928098420788 -0.013742125293124139 0.0098857570125207746 -0.018758590253238637
leaf_weight=0.0014305156462973375 0.0010222063116405214 0.0010300663100926218 0.0014175774821558584 0.001547849583377807 0.0013967264248247002 0.0011787530415325455
leaf_count=1402 189 210 540 217 193 370
internal_value=0 -0.00669651 0.00241554 -0.00153612 0.00371533 -0.00322427
internal_weight=0 0.00246058 0.00656311 0.00514554 0.00359769 0.00257548
internal_count=3121 1612 1509 969 752 563
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=9
num_cat=0
split_feature=376 147 15 16 43 48 2 0
split_gain=6.09503e-05 4.89843e-05 7.12374e-05 9.23392e-05 8.4303e-05 0.000112878 7.26895e-05 4.85933e-05
threshold=0.048375000000000008 0.088610000000000008 -0.24436499999999997 -0.36241499999999999 -0.074359999999999996 0.082620000000000013 0.084245000000000014 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00038817551949754886 0.00043724721280636561 0.00035563328456111789 -0.00065587187769582101 0.00055898369285857269 -0.00023459690701111194 0.00017457562476013715 -0.00012329524386207077 -0.00080333270425965615
leaf_weight=0.001003379021673024 0.0010863420151018275 0.0010061616700187829 0.0012438806751570997 0.0011971893594189039 0.0011402900006780535 0.0014546173885630147 0.0012042461302868763 0.0011704381873833694
leaf_count=198 166 123 187 271 120 245 694 1117
internal_value=0 -5.32475e-05 -0.000102142 -0.000168529 -7.02291e-05 -0.000253315 0.000216842 -0.000522675
internal_weight=0 0.0094202 0.00841404 0.00741066 0.00616678 0.00376535 0.00240144 0.00231073
internal_count=3121 2955 2832 2634 2447 1482 965 1237
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=7.57148e-05 5.40915e-05 4.93805e-05 7.48011e-05 3.7492e-05 7.39412e-05
threshold=0.083090000000000011 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00029775429847624183 -0.00052148866026662042 0.00046446837199614157 -0.00045789571738033395 -0.00013186549190119003 -0.00021549499764167776 0.00041788290396708658
leaf_weight=0.0016443390524761379 0.0010090050957987104 0.0010441243122538873 0.0015628825140547083 0.001920670856944403 0.0016718677156138942 0.0018434270066706759
leaf_count=202 597 322 1181 433 166 220
internal_value=0 4.29141e-05 -8.01104e-06 -7.98488e-05 2.88426e-05 0.000137368
internal_weight=0 0.00968731 0.00864319 0.00699885 0.00543597 0.0037641
internal_count=3121 2524 2202 2000 819 653
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 4 0
split_gain=5.03916e-05 5.61451e-05 6.30514e-05 4.66936e-05 6.39307e-05 4.94407e-05 7.06536e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.10347000000000002 0.08184000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00041753867364003488 0.00031120582024719455 -0.00061357420921273468 5.0289546814675394e-05 0.00026163016389763342 0.00036787165461786634 -0.00052738234753016162 -0.00036934624984948084
leaf_weight=0.0010310125391026796 0.0018795648115853868 0.0012066694284235339 0.0010108010255513152 0.0014675745521124724 0.0010845653082932312 0.0010777002763738509 0.0012750881479088045
leaf_count=180 800 411 244 149 256 178 903
internal_value=0 -4.01005e-05 -0.000310962 4.84288e-05 -5.22671e-05 -0.000171541 -3.17164e-05
internal_weight=0 0.00900196 0.00221747 0.00678449 0.00490493 0.00382036 0.00274266
internal_count=3121 2941 655 2286 1486 1230 1052
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=7
num_cat=0
split_feature=133 43 3 3 1 4
split_gain=1.38079e-05 4.3139e-05 5.44811e-05 2.73675e-05 5.50993e-05 5.03837e-05
threshold=0.088525000000000006 -0.04652499999999999 -0.075944999999999985 -0.116045 0.094465000000000007 0.076415000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00034069318702697842 -0.011005964828863783 0.0076578801408797095 0.028530187458240111 -0.023400329206029535 0.016350413453190084 -0.012764793221804741
leaf_weight=0.0015729577821134376 0.0010232783699755396 0.0014892352142885585 0.001118323542975043 0.0014868833776857577 0.0011371290011438027 0.0012452182399611687
leaf_count=691 713 204 295 859 176 183
internal_value=0 0.00132656 0.0116562 -0.00386148 -0.00829519 0.00113232
internal_weight=0 0.00804975 0.00269128 0.00535847 0.00386923 0.00238235
internal_count=3121 2408 986 1422 1218 359
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=7
num_cat=0
split_feature=11 13 1 12 2 16
split_gain=1.36075e-05 3.99381e-05 5.76306e-05 4.78495e-05 6.82391e-05 4.89311e-05
threshold=0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.051320000000000005 0.11215000000000001 -0.0007049999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0025445269959656742 -0.010847839506509029 0.0014796860576806864 0.029898304791240678 -0.017185161135501614 -0.017172663799216361 0.028540652827029528
leaf_weight=0.0011557095769637762 0.0010350623478566018 0.00188538698253542 0.0010404949642554054 0.0016882447276644619 0.0012099269611313686 0.0010349931032878727
leaf_count=545 208 264 316 1452 180 156
internal_value=0 0.00133592 0.0128259 -0.00300096 0.00279676 0.0110702
internal_weight=0 0.00801476 0.0021962 0.00581855 0.00413031 0.00292038
internal_count=3121 2913 861 2052 600 420
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=8
num_cat=0
split_feature=50 484 43 52 151 0 3
split_gain=8.23835e-05 6.36344e-05 4.01806e-05 6.07241e-05 6.96278e-05 9.12037e-05 0.000113695
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.084960000000000022 -0.0083949999999999979 -0.14001499999999997 -0.074084999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.00026400442585519424 -0.00054383900620683589 0.00050055881840747754 -0.00033753553149419531 -0.00042059583590698128 0.00055868146228388359 0.00027325204651061614 -0.00056851880257143179
leaf_weight=0.0016674735671443142 0.0010055948488595862 0.0010542582990324704 0.0015060468308474555 0.0015260852001169438 0.0014077970611024106 0.0015487358107188502 0.001025298027767545
leaf_count=207 579 322 302 629 145 623 314
internal_value=0 4.56602e-05 -9.58192e-06 -7.46233e-05 2.15857e-05 0.000157416 -6.2045e-05
internal_weight=0 0.00973569 0.00868144 0.00701396 0.00548788 0.00398183 0.00257403
internal_count=3121 2542 2220 2013 1384 1082 937
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=8
num_cat=0
split_feature=48 12 16 2 2 13 1
split_gain=5.60502e-05 6.97478e-05 6.34837e-05 4.01193e-05 9.51218e-05 8.26227e-05 0.000187547
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 0.099185000000000009 0.11215000000000001 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00042078890344574905 -0.0005200406079880187 -0.00065277218534903075 1.1260791743364047e-05 0.00066798847906228995 -5.1530979618628061e-05 0.00070226337214117883 -0.00035153168925466103
leaf_weight=0.0010639185109060792 0.0011882137689054593 0.0012362297859713025 0.0010023366837511503 0.0011118903387955725 0.001937061192149817 0.0011404592756326906 0.0015077578174886629
leaf_count=180 1091 411 244 210 312 457 216
internal_value=0 -5.4781e-05 -0.000355446 4.29707e-05 0.000210863 -9.04594e-05 0.000102287
internal_weight=0 0.00912395 0.00223857 0.00688538 0.00304895 0.00383643 0.00264822
internal_count=3121 2941 655 2286 522 1764 673
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 1 0
split_gain=7.24191e-05 6.78456e-05 3.78928e-05 6.17551e-05 4.5651e-05 0.00018036 5.40384e-05 3.09599e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.079415000000000013 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00024601969757249862 -0.00051575128777674119 0.00050272527963260438 -0.00042789215653501897 0.00010051134786015327 -0.00040742614204834326 0.00078315486882484799 -0.00051254329068493084 6.6296985988501528e-05
leaf_weight=0.001652870902072689 0.0010091471448183892 0.0010666179367729576 0.0015615893160152881 0.0011137296758105394 0.001098536013959206 0.0011582038553858438 0.0010975686056527139 0.0010255993814515261
leaf_count=207 579 322 1189 257 95 103 235 134
internal_value=0 3.59631e-05 -2.12087e-05 -8.38139e-05 1.39918e-05 0.000160701 -0.000203776 -0.000178698
internal_weight=0 0.00977472 0.0087081 0.00705523 0.00549364 0.00328234 0.0022113 0.00212414
internal_count=3121 2542 2220 2013 824 332 492 229
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=7
num_cat=0
split_feature=51 457 2 52 4 16
split_gain=1.45665e-05 3.50357e-05 3.77501e-05 7.01229e-05 5.97721e-05 5.88218e-05
threshold=-0.076794999999999988 0.045365000000000009 0.11093500000000002 0.092320000000000013 0.053180000000000012 -0.16927999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.0089613652506152636 -0.012290888483372746 0.018572787483873584 -0.006700272125186495 -0.027981464648601496 0.015107083456919322 0.02600478528451038
leaf_weight=0.0015335149403553888 0.0016289751482251838 0.0010614194186095308 0.001100892458963994 0.0011205617854724874 0.0015577100126129202 0.0010988352169822558
leaf_count=537 1175 227 172 523 251 236
internal_value=0 0.00172667 -0.00102127 -0.00646447 0.00110174 0.00963696
internal_weight=0 0.00756839 0.00650697 0.00430725 0.00318669 0.00219973
internal_count=3121 2584 2357 1949 1426 408
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=7
num_cat=0
split_feature=0 43 49 51 0 15
split_gain=1.38858e-05 3.15062e-05 4.51868e-05 3.68867e-05 4.06878e-05 1.35628e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.13843999999999998 -0.088749999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.01629512199412855 0.0074225182399912815 -0.0024929601137560135 0.023445987186331591 0.015152337182027964 -0.0095167450440426481 -0.018634393778638549
leaf_weight=0.0012838093754132598 0.0019450972703439909 0.001010614552139826 0.0010515512348793703 0.0011977097445221197 0.0015134013052022477 0.0010734980257097863
leaf_count=295 252 143 404 171 1489 367
internal_value=0 -0.00210966 0.00100512 0.00754787 0.00138152 -0.0108072
internal_weight=0 0.00713058 0.00584677 0.00376266 0.00271111 0.00208411
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=7
num_cat=0
split_feature=51 43 52 16 0 15
split_gain=1.4001e-05 3.33156e-05 4.4922e-05 5.14217e-05 5.04256e-05 1.35835e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.046924999999999988 -0.056919999999999991 -0.10224499999999999 -0.11345499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0088058232255116605 0.01726436450835072 0.014069307988849911 -0.001701584571107483 -0.022534566526280643 0.014127780243148706 -0.018137608367472243
leaf_weight=0.0015227230937347267 0.0011639416777728907 0.0014891732945566854 0.0010060755954587105 0.0013310870282912963 0.0015401916069654803 0.0010052261887159618
leaf_count=537 213 550 158 438 1061 164
internal_value=0 0.00170735 -0.00113449 -0.0057716 0.0005111 -0.00991613
internal_weight=0 0.0075357 0.00637175 0.00488258 0.00355149 0.0020113
internal_count=3121 2584 2371 1821 1383 322
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=8
num_cat=0
split_feature=48 3 2 13 47 52 43
split_gain=5.62667e-05 6.02337e-05 0.000134204 6.12959e-05 0.000105491 8.66078e-05 3.17043e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.061684999999999997 0.092710000000000015 -1.0000000180025095e-35 -0.092909999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=0.00042760597214292097 -0.000822882135219286 0.00034736883754293927 -0.00023347005576330272 -0.00020540962489266028 -0.00061966566699293922 0.00050027213216103446 0.00024408859881372533
leaf_weight=0.0010275643764372155 0.0011100908019757195 0.0019441050543439588 0.001018669951338479 0.0014451497004094554 0.0010192070220103972 0.0012444306579166213 0.0011244321409754918
leaf_count=180 513 567 254 276 108 245 978
internal_value=0 -5.69702e-05 -0.000269533 6.53577e-05 -8.24693e-05 0.000121099 1.7093e-05
internal_weight=0 0.00890609 0.00325319 0.00565289 0.00370879 0.00268958 0.0021431
internal_count=3121 2941 1745 1196 629 521 1232
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=8
num_cat=0
split_feature=52 4 15 1 12 2 15
split_gain=1.39322e-05 7.00801e-05 7.54046e-05 7.76086e-05 7.28644e-05 5.54163e-05 3.97099e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.088105000000000003 0.090675000000000019 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.02625671541022009 0.0086585484923737185 -0.0088869548074929222 0.028544725698500664 -0.038691069818021638 -0.0015315888113392442 0.023726116714929631 0.0022750475952430581
leaf_weight=0.0010156614105364279 0.001524397800838558 0.0010255841946815768 0.0012515480095341256 0.0010225160190273277 0.001090413209333993 0.0010590318492570694 0.0010651520500181096
leaf_count=198 553 423 273 218 108 440 908
internal_value=0 -0.00182465 0.00198464 -0.00600825 -0.0195143 0.00768122 0.0164667
internal_weight=0 0.00752991 0.00651425 0.00419755 0.00211293 0.00208462 0.0023167
internal_count=3121 2568 2370 1189 326 863 1181
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=7
num_cat=0
split_feature=0 43 49 2 2 150
split_gain=1.32834e-05 2.89129e-05 4.03222e-05 3.28115e-05 4.31426e-05 1.19659e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 0.11215000000000001 0.073895000000000002 0.099310000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.015707350601750131 0.0072894440593840029 -0.017820744041205063 0.00040758419373497165 -0.0058512814028764508 0.026922300952253425 -0.002631306329628688
leaf_weight=0.0012735154721742175 0.0019339424273621163 0.0010402224440669765 0.0012055315398360167 0.0012783430633009104 0.0012499356072410246 0.0010343372284403799
leaf_count=295 252 350 539 345 1180 160
internal_value=0 -0.00206163 0.000930271 0.00714084 0.0139047 -0.0102476
internal_weight=0 0.00708189 0.00580837 0.00373381 0.00245547 0.00207456
internal_count=3121 2869 2574 2064 1719 510
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=9
num_cat=0
split_feature=376 48 43 12 2 47 15 4
split_gain=6.83039e-05 7.62563e-05 6.66398e-05 0.000116387 0.000100622 8.86e-05 3.50989e-05 2.87991e-05
threshold=0.048375000000000008 -0.032929999999999994 -0.074359999999999996 0.095330000000000012 0.10005000000000001 0.080455000000000013 -0.09095499999999998 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.00045243339717299905 0.00046530182259714811 -0.00013376491991227366 -0.0001329825727728383 -0.00080485476008625319 0.00044050853570002074 0.00059374643475761926 -0.00062902083141299682 -1.217865353766752e-05
leaf_weight=0.0010015841116595434 0.0010659283786428548 0.0018042071909514438 0.0010356346518978835 0.0011355241968604825 0.0010139183327150143 0.0010004930916430979 0.0011657897784162897 0.0011567083705260098
leaf_count=167 166 882 180 431 145 180 825 145
internal_value=0 -5.86821e-05 -0.000120269 -0.000245554 -0.00010029 0.000125753 -0.000395665 0.000199275
internal_weight=0 0.00931386 0.00831228 0.00550758 0.00437205 0.0028047 0.00220142 0.00217063
internal_count=3121 2955 2788 1726 1295 1062 1005 290
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=9
num_cat=0
split_feature=48 3 2 1 13 4 3 0
split_gain=5.2175e-05 5.95561e-05 0.000118134 7.26796e-05 0.000100434 8.90397e-05 5.18588e-05 4.30976e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 -0.055129999999999992 0.076415000000000025 0.090900000000000009 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.00040460862764954203 -0.00076149605814157756 -0.00048005086348441286 0.00030926703994788268 0.00075994078851106869 0.0004513030235251404 -0.00033021769026536575 8.6017182648238425e-05 -0.00023774889373440403
leaf_weight=0.0010839802402712794 0.0011680464254940678 0.0011825260429767109 0.0010046277687361486 0.0010561171901997905 0.0010333325900332606 0.0012248412154159546 0.0013132017748942321 0.0012338365870670073
leaf_count=180 513 526 1049 291 187 109 83 183
internal_value=0 -5.01657e-05 -0.000256012 7.05254e-05 0.000260831 2.74035e-05 -0.000182197 7.75307e-06
internal_weight=0 0.00921653 0.00340651 0.00581002 0.00331429 0.00225817 0.00249573 0.00223846
internal_count=3121 2941 1745 1196 587 296 609 1232
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=8
num_cat=0
split_feature=48 3 2 13 15 47 43
split_gain=5.51949e-05 5.72764e-05 0.000144695 5.60131e-05 7.74473e-05 8.38343e-05 3.41355e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.061684999999999997 -0.016799999999999995 0.09055500000000001 -0.092909999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=0.00042663459228724237 -0.00082345842085748461 0.00033594641650167077 -0.00022011275514467887 3.4065353895531878e-05 0.00036518437637498094 -0.00068798428881961839 0.00027440521075429734
leaf_weight=0.0010380950427311313 0.0011341646182965975 0.0019669720484135227 0.0010131328703283907 0.0015148509547351042 0.001081672857841338 0.0010444960595098916 0.0011411244446651095
leaf_count=180 513 567 254 308 210 111 978
internal_value=0 -5.11438e-05 -0.0002566 6.93322e-05 -7.46997e-05 -0.000260611 4.18367e-05
internal_weight=0 0.00889641 0.00328842 0.00560799 0.00364102 0.00255935 0.00215426
internal_count=3121 2941 1745 1196 629 419 1232
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=9
num_cat=0
split_feature=50 484 52 457 3 43 43 15
split_gain=8.58455e-05 8.02431e-05 5.16407e-05 3.61317e-05 8.4576e-05 9.01133e-05 0.0001156 4.06958e-05
threshold=0.086580000000000004 0.085515000000000022 -0.088204999999999992 0.045365000000000009 0.088060000000000013 -0.00067499999999999993 -0.14968999999999996 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.0003445949111768275 -0.00054659738772933227 0.00057627128493568708 0.00030781207361974309 0.00037755705777672849 -0.0003334067828021823 0.00017750359138652579 -0.00059023570074643575 0.00073324255955609335
leaf_weight=0.0014671378519479587 0.0010198281948679009 0.0010042077961139135 0.0011629482045588653 0.0011497160103545699 0.0019969908418419882 0.0010156050393782916 0.0010474231532840836 0.0010108173353546935
leaf_count=540 579 297 137 157 144 123 853 291
internal_value=0 5.09995e-05 -8.59874e-06 5.81653e-05 -7.41043e-07 0.000156059 -0.000117744 0.000454717
internal_weight=0 0.00985485 0.00885064 0.0073835 0.00623378 0.00423679 0.00221037 0.00202642
internal_count=3121 2542 2245 1705 1548 1404 990 414
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=9
num_cat=0
split_feature=48 150 14 15 16 160 1 43
split_gain=5.68659e-05 6.82653e-05 5.39946e-05 8.46342e-05 0.000119849 4.9568e-05 3.43584e-05 1.15489e-05
threshold=-0.032929999999999994 0.089910000000000018 -1.0000000180025095e-35 -0.10653 -0.097644999999999996 -0.069549999999999987 0.086560000000000012 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=0.00042319006633161028 -0.00040554269397755083 -0.00047961589244210581 0.0005023342452383599 -0.00056764888102573221 0.00049557717484269282 1.5445660238827229e-05 -0.00024928340231872314 0.00031134052572709972
leaf_weight=0.0010777879874947849 0.0010302844530820235 0.0012462965598293322 0.001421685256954062 0.0012528221873401189 0.0010337752632748999 0.001024673411058752 0.0012707341491081416 0.0010040872039433018
leaf_count=180 147 217 361 290 376 741 524 285
internal_value=0 -5.26248e-05 1.35799e-05 7.51994e-05 -3.35084e-05 0.000120921 3.53595e-06 0.000161892
internal_weight=0 0.00928436 0.00803806 0.00700778 0.00558609 0.00433327 0.00329949 0.00202876
internal_count=3121 2941 2724 2577 2216 1926 1550 1026
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=7
num_cat=0
split_feature=1 0 4 15 0 52
split_gain=1.52767e-05 2.71095e-05 4.71824e-05 7.09784e-05 2.06484e-05 1.91475e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.080924999999999983 -0.03241999999999999 -0.071924999999999989 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3
right_child=4 2 3 -5 -6 -7
leaf_value=0.011067300933552274 0.016570608360793104 -0.0054245160167601912 -0.0013955335166587761 -0.032460922760939308 -0.0019826049253965409 0.01254651473486422
leaf_weight=0.0012059969966926624 0.001136257781382502 0.0010288482719973467 0.0018539163649441148 0.0012191369934194281 0.0012706781247656474 0.0013991333640705123
leaf_count=108 189 413 934 846 226 405
internal_value=0 -0.00251097 -0.00548774 -0.0137197 0.00677593 0.00493136
internal_weight=0 0.00670703 0.00550103 0.00307305 0.00240694 0.00242798
internal_count=3121 2706 2598 1780 415 818
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 1 0
split_gain=7.43874e-05 7.81763e-05 4.64152e-05 7.11319e-05 3.82594e-05 0.000155789 6.24744e-05 2.23587e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.079415000000000013 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00028789640186099402 -0.00051420842221970001 0.00055937152041668221 -0.00046193825399366758 0.00014392258868722125 -0.00036561372833297199 0.00075228128536081521 -0.00052102439594028222 4.5096622451186328e-05
leaf_weight=0.0015587578323752 0.0010142475561046851 0.0010125454188810003 0.0015146365364359492 0.0011144785535822234 0.0010322870267031881 0.0011016448845045119 0.0010598336173702817 0.0010064641481251487
leaf_count=201 609 322 1170 256 95 103 232 133
internal_value=0 4.472e-05 -1.74046e-05 -8.70878e-05 1.97407e-05 0.00015817 -0.000180195 -0.00016286
internal_weight=0 0.00940065 0.0083881 0.00682934 0.00531471 0.0031404 0.00217431 0.00203875
internal_count=3121 2512 2190 1989 819 331 488 228
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=7
num_cat=0
split_feature=49 16 3 2 16 2
split_gain=1.50655e-05 2.84926e-05 5.26876e-05 6.38816e-05 7.64493e-05 2.62749e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.10613000000000002 -0.15012499999999998 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0033962180198907361 -0.022000711743352996 0.012193076628308548 0.031743345572304092 -0.014838964600252892 -0.0029689739285047425 0.018921934255091866
leaf_weight=0.0010966731280620083 0.0014036875182663819 0.0011371141485888728 0.0010000026614570884 0.0017283133521831216 0.0017356899220607 0.0010163878395713852
leaf_count=212 188 300 164 362 1682 213
internal_value=0 -0.00229462 -0.00510223 0.000211431 0.00971974 0.00733887
internal_weight=0 0.00700481 0.00586769 0.00446401 0.00273569 0.00211306
internal_count=3121 2696 2396 2208 1846 425
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=6
num_cat=0
split_feature=15 15 52 2 43
split_gain=1.40831e-05 3.08118e-05 4.11913e-05 7.40803e-05 6.35043e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0099174873425471582 -0.013493002932752615 -0.012952398831198489 -0.0021048455683621665 -0.0096916587060887002 0.028157308826914407
leaf_weight=0.001225285644765998 0.001707820902231501 0.0014649091417647236 0.0011495552230634453 0.0017976955264164428 0.0017476363967554196
leaf_count=253 373 599 1107 363 426
internal_value=0 -0.00160802 0.00168713 0.00625499 0.0161498
internal_weight=0 0.00786762 0.0061598 0.00469489 0.00289719
internal_count=3121 2868 2495 1896 1533
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=7
num_cat=0
split_feature=2 52 3 15 0 0
split_gain=1.42377e-05 4.54046e-05 4.93306e-05 5.36109e-05 4.85708e-05 3.69592e-05
threshold=0.10912000000000001 0.10160000000000001 0.090900000000000009 -0.055554999999999993 -0.053834999999999994 -0.13455999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.018329819480510653 -0.0041432827264667573 -0.021960780394892937 0.018142114586045085 0.018816269362208825 -0.0099198937832733394 0.01916093152436249
leaf_weight=0.0016351144238710121 0.0015756811442534629 0.0010227189137935449 0.0012804630062921898 0.0012440672368165312 0.0011156783538004242 0.0011979300043653458
leaf_count=640 164 458 140 1101 161 457
internal_value=0 -0.00267694 0.00106159 -0.00441319 0.00522993 0.00592187
internal_weight=0 0.00629804 0.00527532 0.00399486 0.00235975 0.00277361
internal_count=3121 2500 2042 1902 1262 621
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=7
num_cat=0
split_feature=43 12 52 16 4 12
split_gain=1.4631e-05 6.16555e-05 2.32877e-05 7.1826e-05 4.62575e-05 1.05109e-05
threshold=-0.04890499999999999 0.051320000000000005 -0.0064899999999999992 -0.008904999999999998 0.24564500000000003 0.09320500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.024206508496892792 -0.011810289902122101 -0.012033805408462009 -0.021223220396401662 0.024562093774952901 0.0043594128208950499 0.0023237641413374043
leaf_weight=0.0011271831666258012 0.001984891690366212 0.0010313192183755678 0.0012277099103838319 0.001002695965516769 0.0016657839848496553 0.001008502032690501
leaf_count=292 493 765 862 101 210 398
internal_value=0 0.00543668 -0.002994 0.00149741 -0.0064953 -0.00493532
internal_weight=0 0.003167 0.00588108 0.00389619 0.00289349 0.00203982
internal_count=3121 1455 1666 1173 1072 1163
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=8
num_cat=0
split_feature=48 12 3 51 1 4 4
split_gain=6.29883e-05 7.45616e-05 8.28723e-05 6.87995e-05 5.15231e-05 0.000163233 5.6879e-05
threshold=-0.032929999999999994 0.09857500000000001 0.13524500000000003 -0.031924999999999995 0.10752500000000002 -0.0016099999999999997 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.00045178168227520606 -0.00048013939623699621 -0.00039820767780829406 0.00051906757241344185 -6.1176347240890857e-06 0.0004168488712987939 -0.00059332162165725948 0.00060617714679002518
leaf_weight=0.0010635932708942053 0.0011718293235271982 0.0018991936859918852 0.0011579801102376882 0.0013961930545524619 0.0011260077429030733 0.0013978626739575765 0.0010018475354851811
leaf_count=180 447 466 157 150 198 392 1131
internal_value=0 -5.2355e-05 3.82223e-05 -5.31517e-05 4.85073e-05 -6.07567e-05 0.000249685
internal_weight=0 0.00915091 0.00725172 0.00609374 0.00492191 0.0037959 0.00239804
internal_count=3121 2941 2475 2318 1871 1673 1281
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=9
num_cat=0
split_feature=48 150 15 16 48 0 52 43
split_gain=6.02222e-05 6.24618e-05 6.05474e-05 0.00014063 0.000106425 7.95006e-05 0.000139177 0.000137962
threshold=-0.032929999999999994 0.089910000000000018 -0.24436499999999997 -0.29154999999999992 0.083985000000000018 -0.053834999999999994 0.096795000000000006 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.00043532814718460632 0.00045231573534948699 -0.00047552272165058145 -0.00073321428338300526 0.00065980926635087454 0.00056372161467505954 -0.00081390359755969339 0.00015299183170782376 -0.00028002826910737547
leaf_weight=0.001048087596071434 0.0010045005412468956 0.0012118656112329379 0.0010253421443861552 0.0011452555182309998 0.0012414609348144348 0.0011758075517793367 0.0011152301189489358 0.0012624512994117089
leaf_count=180 231 217 167 600 422 234 60 1010
internal_value=0 -6.07847e-05 2.27721e-06 -6.26228e-05 5.31284e-05 -8.1776e-05 -0.000343239 0.000167017
internal_weight=0 0.00918191 0.00797005 0.00696555 0.00594021 0.00469874 0.00229104 0.00240771
internal_count=3121 2941 2724 2493 2326 1904 294 1610
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=8
num_cat=0
split_feature=42 43 0 16 2 2 0
split_gain=1.51586e-05 3.451e-05 3.98065e-05 2.72343e-05 2.58939e-05 4.8889e-05 2.35846e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.067094999999999988 0.064860000000000015 0.11510000000000002 0.093175000000000022 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.010057556027459705 -0.0013060204604796823 0.016333050397745765 0.026620770898535564 -0.015835304609367305 0.014175270114504205 -0.019731602233207034 -0.0042914711725101501
leaf_weight=0.0012960472442298462 0.0010113946777669043 0.0010557237210443778 0.0010303869289227771 0.0011877934840153256 0.0011452523325805779 0.0011728952428809239 0.0011677124393243584
leaf_count=862 720 121 183 267 223 207 538
internal_value=0 0.00162432 0.0127873 -0.00235382 0.00117209 -0.00321262 0.00550139
internal_weight=0 0.00777116 0.00204178 0.00572938 0.00454158 0.00339633 0.00222344
internal_count=3121 2259 903 1356 1089 866 659
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=8
num_cat=0
split_feature=48 12 13 0 49 52 3
split_gain=5.83088e-05 7.7094e-05 6.89949e-05 5.67102e-05 5.55001e-05 3.8404e-05 8.77569e-05
threshold=-0.032929999999999994 0.095330000000000012 -0.084034999999999985 -0.053834999999999994 -0.0020949999999999996 0.10347000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 -6
right_child=1 3 4 -5 5 -7 -8
leaf_value=0.00042823284669783127 0.00035782112194974937 -3.7708284026229713e-05 -0.0004377349815229796 -0.00065377793942638241 -0.00046998438847463848 0.00035822909051142204 0.0002411589279715291
leaf_weight=0.0010561484762919597 0.0019512502843400297 0.0010705093238532477 0.0012344060218128063 0.0012397335993898208 0.0012254161944745799 0.001057451595037897 0.001464442010946793
leaf_count=180 800 481 228 174 882 230 146
internal_value=0 -5.8094e-05 4.52768e-05 -0.000368307 -7.71413e-05 4.16423e-05 -8.2816e-05
internal_weight=0 0.00924321 0.00693297 0.00231024 0.00498172 0.00374731 0.00268986
internal_count=3121 2941 2286 655 1486 1258 1028
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=7
num_cat=0
split_feature=42 13 52 52 16 4
split_gain=1.57018e-05 3.32449e-05 5.1194e-05 5.709e-05 4.98087e-05 8.4779e-05
threshold=0.092620000000000022 0.11217000000000001 -0.087769999999999987 -0.046924999999999988 -0.49446999999999991 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.02209003465636945 -0.010621410451842559 0.015419070927340474 0.02262805062337116 0.015604643026060802 0.0048602843739258498 -0.028007616841288142
leaf_weight=0.0010142437854833344 0.0012160611147115476 0.0014232612875198242 0.001108561858010464 0.0010944727362300283 0.0018480838294421913 0.0013639742459763528
leaf_count=537 630 166 214 190 1017 367
internal_value=0 0.00158988 -0.00147149 0.00239036 -0.00281911 -0.0090968
internal_weight=0 0.0078526 0.00642934 0.00541509 0.00430653 0.00321206
internal_count=3121 2491 2325 1788 1574 1384
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=7
num_cat=0
split_feature=1 4 3 3 15 2
split_gain=1.50035e-05 4.46078e-05 3.73401e-05 6.98087e-05 2.98937e-05 1.93389e-05
threshold=0.094385000000000011 -0.080924999999999983 -0.13309499999999996 0.083060000000000009 -0.074054999999999996 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -5 -1
right_child=2 -3 3 4 -6 -7
leaf_value=-0.0038214783138070655 -0.012437827961540132 -0.016278290130582726 0.023435904011911365 0.0071165163972126654 -0.016268823945519151 0.014952105963714999
leaf_weight=0.0011771030419750056 0.0011277510357367575 0.001802541407388239 0.0017014581380729935 0.0012010452306408506 0.001003220185302385 0.0010278155413576814
leaf_count=638 165 1480 488 161 129 60
internal_value=0 -0.00460954 0.00359086 0.00821903 -0.00352678 0.00492977
internal_weight=0 0.00400746 0.00503347 0.00390572 0.00220427 0.00220492
internal_count=3121 2178 943 778 290 698
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=8
num_cat=0
split_feature=376 4 52 1 13 0 16
split_gain=4.84806e-05 3.99291e-05 8.55164e-05 5.27831e-05 5.99837e-05 4.56659e-05 4.12607e-05
threshold=0.048375000000000008 0.0061450000000000003 -0.049749999999999996 0.086560000000000012 -0.017449999999999997 -0.10151999999999999 -0.27167499999999994
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -4
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.00036045562403959987 0.00040621224738443589 0.00050924868210052321 -0.00013094919473627327 -0.00046143466425764893 0.00025817065741074829 -0.00041122015302026135 0.00036473221291098685
leaf_weight=0.0010554204628662998 0.0010180603637921374 0.0012819951395485977 0.001668670304527115 0.00163922338932301 0.001404575637094985 0.0011088594573812715 0.0010531085424763417
leaf_count=860 166 198 229 688 594 303 83
internal_value=0 -4.46974e-05 7.08951e-05 -0.000188867 -7.24067e-06 -7.58082e-05 6.08395e-05
internal_weight=0 0.00921185 0.00511263 0.00409922 0.00246 0.00383064 0.00272178
internal_count=3121 2955 813 2142 1454 615 312
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=5.02803e-05 5.74115e-05 4.52254e-05 6.38615e-05 7.24486e-05 7.30579e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00047363555164803842 -0.00041770379786691507 -0.00028205230654420021 -0.00030056203605877542 0.00048624240780944345 0.00038052374137744117 -0.00024325270806368075
leaf_weight=0.0010544975534875515 0.0010101611585854832 0.0018505230408367036 0.0014116354576009689 0.0017943027479420709 0.001154831100421918 0.0019255482271616211
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.31636e-05 -1.26236e-05 6.66889e-05 0.000173039 -9.39955e-06
internal_weight=0 0.00919134 0.00813684 0.00628632 0.00487468 0.00308038
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 0
split_gain=6.25259e-05 7.35358e-05 6.89067e-05 0.000120312 6.38152e-05 0.000190545 5.36738e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.00044698918194895743 -0.00049994720795080419 -3.5338023353380007e-05 0.00075113709560078686 -4.4201793396115617e-05 0.00066466574814625355 -0.00040137159255657545 -0.00063731354631563263
leaf_weight=0.0010510652177767579 0.0012326745976640129 0.0010489878672864511 0.0011864055413395394 0.0019060536742270952 0.0010998212036224379 0.00155754833702949 0.001245727551793031
leaf_count=180 1091 481 316 206 457 216 174
internal_value=0 -5.76143e-05 4.24615e-05 0.000260926 -0.00013121 3.98356e-05 -0.000362131
internal_weight=0 0.00927722 0.0069825 0.00309246 0.00389004 0.00265737 0.00229472
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=7
num_cat=0
split_feature=42 49 2 1 43 2
split_gain=1.56794e-05 3.55159e-05 5.57736e-05 3.09869e-05 3.84996e-05 5.57684e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.075574999999999989 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.025846376968889223 -0.010583430131943386 0.015243641377218781 0.004542885324781934 0.018148263757964869 -0.02141100568714658 0.0082793163207911091
leaf_weight=0.0010476201848023041 0.0012220114348063952 0.0013145846076472439 0.0014259823053612264 0.0015373878002500879 0.0012065273167558078 0.0013300577964950263
leaf_count=306 630 635 270 239 790 251
internal_value=0 0.00159242 -0.00832758 0.00614617 0.00135493 -0.00584289
internal_weight=0 0.00786216 0.0024736 0.00538856 0.00385117 0.00253659
internal_count=3121 2491 576 1915 1676 1041
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=8
num_cat=0
split_feature=48 12 13 13 4 4 13
split_gain=7.42899e-05 6.26167e-05 6.36286e-05 5.43573e-05 7.78311e-05 8.55881e-05 8.56974e-05
threshold=-0.032929999999999994 0.095330000000000012 0.00084500000000000016 -0.084034999999999985 0.10924000000000002 0.0061450000000000003 0.0027400000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00047637396930820069 0.00030725852847584547 -6.3786815995276207e-05 -0.00071733013812181159 -0.00046187813905789387 -0.00053632273670032649 0.00044346344672653712 0.00025614553521127753
leaf_weight=0.001078825288300036 0.0019144823279144173 0.0013305025408854923 0.0010056567152633606 0.0015197360265238999 0.0011221744107296552 0.0013789964700984553 0.0011028271460505207
leaf_count=180 800 373 282 936 187 166 197
internal_value=0 -6.69673e-05 -0.00034512 2.53586e-05 -7.99733e-05 4.80028e-05 -0.000159938
internal_weight=0 0.00937438 0.00233616 0.00703822 0.00512373 0.00400156 0.00262256
internal_count=3121 2941 655 2286 1486 1299 1133
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 1 0 2
split_gain=7.93512e-05 5.36214e-05 5.28116e-05 0.000101535 9.10356e-05 8.77982e-05 4.82586e-05 4.33054e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 1.0000000180025095e-35 -0.14454499999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-4.9177503360883208e-05 0.00051012699623464595 0.00041210427659650102 -0.00020251829205194998 -0.00061745524675769863 -0.00039095099626902674 9.7609340273878173e-05 -0.00063862730792315346 0.00060246754989334817
leaf_weight=0.0011049622089758034 0.0010396103574011684 0.0011127271518825014 0.0013842399952506022 0.0010220036557617961 0.0013251586373576709 0.0010781370875672606 0.0010334265317491196 0.0016574356401712013
leaf_count=106 169 158 1129 377 247 460 267 208
internal_value=0 -5.9828e-05 1.75336e-05 -5.03574e-05 5.6085e-05 0.000199876 -0.000334043 0.000403494
internal_weight=0 0.00971809 0.0075797 0.00646698 0.00544497 0.00411981 0.00213839 0.00273557
internal_count=3121 2952 2579 2421 2044 1797 373 668
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=8
num_cat=0
split_feature=48 13 49 1 49 15 12
split_gain=6.82175e-05 6.19484e-05 9.87353e-05 8.60607e-05 5.9115e-05 0.000103263 0.000101797
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.083345000000000016 0.065470000000000014 -0.10091499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=0.00046076972510764985 -0.00016993430877544632 -0.00058365535705377032 0.00035380342021023404 0.00049725623943896698 0.00039799971881692911 -4.464179966733938e-05 -0.00083367952587006823
leaf_weight=0.0010870078821555154 0.0014342357732205191 0.0016275466261068978 0.0011506920507999047 0.001542938820416727 0.0010050975878731811 0.0016265355904406639 0.0010246505372722378
leaf_count=180 547 257 153 330 426 144 1084
internal_value=0 -5.80247e-05 -0.000166232 0.000175841 -2.49001e-05 -0.000136702 -0.000349595
internal_weight=0 0.0094117 0.00643452 0.00297717 0.00480698 0.00380188 0.00265119
internal_count=3121 2941 2064 877 1807 1381 1228
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=8
num_cat=0
split_feature=50 3 15 15 2 2 3
split_gain=6.75844e-05 5.76689e-05 6.12669e-05 6.80126e-05 5.6409e-05 4.92693e-05 9.25292e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.089885000000000007 0.10559 -0.012304999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.00037075338667987484 -0.00048875415734946851 -0.00030735125916962693 -1.692233822326813e-05 -0.00055364208081489332 0.00024413432940838958 -0.00018868647006955558 0.00076184308502826069
leaf_weight=0.0017230827186491071 0.0010031354444482886 0.0013488665331252961 0.0013428490561752482 0.0013213514025092765 0.0015128594085905718 0.0010371459515895231 0.0010415371800157071
leaf_count=257 609 267 895 500 349 148 96
internal_value=0 4.68622e-05 -2.65263e-05 -0.000185698 -1.58069e-05 0.000168073 0.000323255
internal_weight=0 0.00932769 0.00760461 0.00418308 0.00286173 0.00342153 0.00238439
internal_count=3121 2512 2255 1116 616 1139 991
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=7
num_cat=0
split_feature=2 4 4 2 0 1
split_gain=1.983e-05 2.64971e-05 2.96281e-05 5.42098e-05 3.94344e-05 7.22695e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10855000000000002 0.089620000000000019 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.012240753646708191 0.014432522310169539 0.011356541121519806 -0.017504646409419705 0.015283175546435849 -0.023978411819338939 -0.017376265059310298
leaf_weight=0.0011465147341486676 0.0014580857327447393 0.001281979636026903 0.0013615871486676043 0.0014822326145741563 0.0010291086800063225 0.0014001581696423072
leaf_count=199 1421 259 191 377 85 589
internal_value=0 -0.00182002 -0.00432955 -0.000988686 -0.00719308 -0.00114954
internal_weight=0 0.00801315 0.00673117 0.00536959 0.00388735 0.00285824
internal_count=3121 2922 2663 2472 2095 2010
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=8
num_cat=0
split_feature=50 3 15 15 2 2 15
split_gain=6.94877e-05 5.43951e-05 7.5288e-05 8.63875e-05 7.75535e-05 7.76303e-05 6.96121e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.084245000000000014 0.098260000000000014 -0.11713499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 -3
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00035917661748569013 -0.00048875012368200098 -0.00030381126283422077 0.00064948896249621873 -0.0006004452283297812 -0.00039964270446652702 0.00028819670687099018 0.00029967191760534972
leaf_weight=0.0017642100432366395 0.0010263836378458608 0.0014896729197825882 0.0010068094304538349 0.0013823179688640069 0.0010616254880052086 0.0015546160558762756 0.0014503573137180171
leaf_count=257 609 363 269 500 667 203 253
internal_value=0 4.77243e-05 -2.14311e-05 -0.000196179 0.000187046 9.08339e-06 -6.10472e-06
internal_weight=0 0.00970961 0.0079454 0.00432235 0.00362305 0.00261624 0.00294003
internal_count=3121 2512 2255 1116 1139 870 616
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 3
split_gain=1.63346e-05 3.54671e-05 7.22816e-05 5.26719e-05 6.98865e-05 5.53642e-05 2.72299e-05
threshold=0.11669500000000001 -0.20207499999999998 0.15891500000000003 0.099185000000000009 0.11924500000000002 0.084245000000000014 -0.080484999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.018761581905050288 -0.011921448135233853 -0.0050420364735166597 -0.025989026510612578 0.028341002270961837 -0.0056551025636622137 -0.01948914872985583 0.017641556734877051
leaf_weight=0.0010326042501282318 0.0010300812263446006 0.001121264055951806 0.001000319956397335 0.0014541468516210102 0.0010351499486639403 0.0014884635443054425 0.0010022219487408673
leaf_count=189 133 397 402 419 129 1077 375
internal_value=0 0.00144483 -0.00107312 0.00301193 0.0142041 -0.0047015 0.00566394
internal_weight=0 0.00813417 0.00710157 0.00610125 0.0024893 0.00361195 0.00212349
internal_count=3121 2988 2799 2397 548 1849 772
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=9
num_cat=0
split_feature=48 3 16 51 52 13 0 13
split_gain=7.17452e-05 8.98636e-05 9.1713e-05 5.27212e-05 6.46995e-05 9.11924e-05 8.45548e-05 0.000115684
threshold=-0.032929999999999994 0.16158000000000003 -0.50859499999999991 0.08955500000000001 0.10473500000000001 -0.084034999999999985 -0.13455999999999999 0.11217000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=0.00046897167575169727 -0.00067507695476098461 0.00048435094926934199 0.00061129727443917474 -0.00039098103016013203 -0.00040981143459450789 0.00044882108684811948 -0.00054493413616539001 0.00027355674441827149
leaf_weight=0.0010944342940787883 0.0010341106001353073 0.0010339785011826462 0.0011345207849268084 0.0014229089384334226 0.0010628734640171405 0.0010559911139677528 0.0015961086266207181 0.0011367272234492774
leaf_count=180 120 137 511 358 371 125 1203 116
internal_value=0 -6.12562e-05 -0.000128072 -5.17257e-05 2.89144e-05 0.000123628 -2.23984e-05 -0.000204482
internal_weight=0 0.00947722 0.00844324 0.00740913 0.00598622 0.00492335 0.00378883 0.00273284
internal_count=3121 2941 2804 2684 2326 1955 1444 1319
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.72649e-05 3.53352e-05 3.82755e-05 5.34758e-05 9.25984e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.077655000000000016 0.09173000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010680471026063764 -0.010795121337599887 0.018047866797910275 -0.031572453412928726 0.014550593086114698 0.0062880492281778833
leaf_weight=0.0013107682352999509 0.0017526853222491973 0.0017019548532871964 0.0010469137750536129 0.0016583440696698263 0.0016868963505416094
leaf_count=862 828 274 616 316 225
internal_value=0 0.00171787 0.00531664 0.000383306 -0.00821065
internal_weight=0 0.00784679 0.00609411 0.00439215 0.00273381
internal_count=3121 2259 1431 1157 841
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=7
num_cat=0
split_feature=52 160 12 160 12 3
split_gain=1.69388e-05 3.05835e-05 4.4408e-05 4.67766e-05 5.45702e-05 2.54327e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 0.10016000000000001 -1.0000000180025095e-35 0.08401500000000002 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0082406126964579655 -0.01136194843662356 -0.018503774448485888 -0.014899629281722586 -0.0076809374895153194 0.029649778121678419 0.013014536798697971
leaf_weight=0.0019399517262526705 0.0012715343672728358 0.0010012693933318002 0.0014620824157343905 0.0011976192848080673 0.0010848387785595461 0.0011777542604917788
leaf_count=771 724 243 302 202 745 134
internal_value=0 -0.0022883 0.000333029 0.00503983 0.011067 0.00258026
internal_weight=0 0.0071951 0.00619383 0.00473175 0.00346021 0.00237537
internal_count=3121 2350 2107 1805 1081 336
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=7.51633e-05 7.03738e-05 2.56364e-05 6.57162e-05 6.516e-05 9.84158e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00020639986573608502 -0.00051794895511927247 0.00052620046904488485 -0.00043213206560794296 -0.00014648490215700749 -0.00029502186515178313 0.0004927648765150433
leaf_weight=0.001621958721897028 0.0010122979612988388 0.0010369584188841116 0.0014881610057104313 0.0018284972365713798 0.0016121793947902752 0.001875872459272376
leaf_count=201 609 322 1170 433 166 220
internal_value=0 4.41931e-05 -1.51212e-05 -6.79226e-05 3.40237e-05 0.000177228
internal_weight=0 0.00946363 0.00842667 0.00680471 0.00531655 0.00370437
internal_count=3121 2512 2190 1989 819 653
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=9
num_cat=0
split_feature=1 150 0 2 0 151 15 4
split_gain=6.56514e-05 5.43572e-05 4.61827e-05 9.65245e-05 8.62085e-05 6.32648e-05 4.99857e-05 1.47414e-05
threshold=0.13686500000000004 0.10605000000000002 -0.060129999999999996 0.090675000000000019 -0.10151999999999999 -0.0096649999999999982 -0.10203999999999998 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -5
right_child=-2 -3 3 7 -6 6 -8 -9
leaf_value=-0.00037680203379926425 0.00047437219065551962 -0.0004516400337181266 0.0006853635388303404 -0.00021618396067073654 -0.00060321525789274973 -9.2347459585555432e-05 0.00042981851114416508 0.00010976339018553725
leaf_weight=0.0011049936087205925 0.0010025105683482459 0.00115602118544783 0.0010181069366097919 0.0010357126643326944 0.0010862004818157616 0.001368171104418428 0.001453770702828865 0.0011000676688894728
leaf_count=137 169 166 139 136 1835 161 189 189
internal_value=0 -5.36901e-05 2.63865e-06 0.000188534 -0.000114313 2.09188e-05 0.000176655 -4.82996e-05
internal_weight=0 0.00932304 0.00816702 0.00315389 0.00501314 0.00392694 0.00282194 0.00213578
internal_count=3121 2952 2786 464 2322 487 350 325
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=8
num_cat=0
split_feature=48 16 1 12 48 13 3
split_gain=5.37078e-05 5.47758e-05 5.23146e-05 8.44401e-05 5.03508e-05 5.44521e-05 8.09922e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.12500000000000003 0.09857500000000001 0.091545000000000015 -0.084034999999999985 -0.034684999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00041855684049030468 -0.00040196372752940437 0.00030526804485150671 0.00037419098200668072 -0.00053757003005406613 0.0004235027442184665 -0.00061369416006470544 6.5983150636370939e-05
leaf_weight=0.001028094681410424 0.0014609627477023416 0.0011545383809824449 0.0012790969858608231 0.001163269141296921 0.0010812196344372133 0.0011074733072208563 0.0017223679969548787
leaf_count=180 237 558 190 399 241 1075 241
internal_value=0 -5.45913e-05 1.30033e-05 -6.11665e-05 4.82353e-05 -5.3599e-05 -0.000200012
internal_weight=0 0.00896893 0.00750797 0.00622887 0.0050656 0.00398438 0.00282984
internal_count=3121 2941 2704 2514 2115 1874 1316
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 16
split_gain=5.85486e-05 0.000115087 8.77317e-05 6.82921e-05 4.9032e-05 7.14445e-05 0.000149716 5.26848e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00043986173641638403 0.00064927789233665462 0.00050832600154539556 -0.00052282972435313622 0.00035856676729231589 -0.00024463155270574812 -0.00088147049624535912 0.0001432320200628402 0.00032496583099870418
leaf_weight=0.0010343243174433048 0.0010936681872388615 0.0010819362641837109 0.0011788398937483992 0.0010395038333479607 0.0010130018528760549 0.0011035313480080283 0.0010893316553269496 0.0016271529819621364
leaf_count=161 231 223 148 162 1094 669 107 326
internal_value=0 5.20999e-05 -2.82015e-05 5.56422e-05 -2.77589e-05 -0.000110851 -0.000372437 0.000106417
internal_weight=0 0.00922697 0.0081333 0.00695446 0.00587252 0.00483302 0.00219286 0.00264015
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=9
num_cat=0
split_feature=50 484 39 457 151 2 52 4
split_gain=7.26914e-05 7.87641e-05 4.16264e-05 5.03099e-05 8.93721e-05 0.000104402 9.74183e-05 8.85247e-05
threshold=0.079410000000000008 0.084040000000000017 0.092870000000000022 0.045365000000000009 -0.0056149999999999993 0.10882500000000002 0.089325000000000015 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00054421822620485136 -0.00049325423546245687 0.00056023962930068537 -0.00038170431881621834 0.00042268657096935846 -0.00022885995322640369 0.0005894907543839053 -0.00051853224568766719 0.00045601669389793982
leaf_weight=0.0010629952855556327 0.0010299625009534347 0.0010554823380793067 0.0010079771181561968 0.0011370439103491684 0.001382804590517088 0.0011937253680683706 0.0012803254647993116 0.0015267278239098365
leaf_count=177 609 322 155 199 828 312 395 124
internal_value=0 5.47555e-05 -7.34353e-06 4.24146e-05 -2.46575e-05 7.79304e-05 -6.78174e-05 0.000130517
internal_weight=0 0.00964708 0.0085916 0.00758362 0.00644658 0.00538358 0.00418986 0.00290953
internal_count=3121 2512 2190 2035 1836 1659 1347 952
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=9
num_cat=0
split_feature=1 12 51 16 49 3 42 1
split_gain=8.66276e-05 6.61934e-05 5.65898e-05 7.20223e-05 6.42359e-05 9.50522e-05 7.30264e-05 1.42585e-05
threshold=0.13686500000000004 0.098810000000000023 -0.076794999999999988 0.0047850000000000011 0.0021350000000000002 0.090900000000000009 0.083715000000000026 0.11551000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3
right_child=-2 7 3 -5 -6 -7 -8 -9
leaf_value=-0.00040589488084271324 0.00053624900588122035 -0.00054573783818173184 -0.00037128282408622131 0.00040785331525980086 -0.00047767847428999214 0.00053937696255252829 0.00029337004748808523 -0.00021565400614914667
leaf_weight=0.0010499377281186625 0.0010231050342967467 0.0010048801771933593 0.0017317336101157878 0.0018963796343869485 0.0010286049467439955 0.0011752549460063502 0.0010040318064875996 0.0010076688020957804
leaf_count=429 169 378 633 379 281 102 689 61
internal_value=0 -6.30678e-05 1.79349e-05 8.30306e-05 -4.16726e-05 7.29977e-05 -0.000127354 -0.000380467
internal_weight=0 0.00989849 0.00788594 0.006836 0.00493963 0.00391102 0.00273577 0.00201255
internal_count=3121 2952 2513 2084 1705 1424 1322 439
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=8
num_cat=0
split_feature=484 160 42 16 4 1 1
split_gain=2.1045e-05 4.03883e-05 5.54786e-05 3.42625e-05 8.75156e-05 8.18482e-05 0.000125034
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.080924999999999983 0.094385000000000011 0.11039500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.018990617525568645 0.013608285447130542 -0.020473497403352581 0.03414643975584504 -0.010865985802492283 -0.02080122240676556 0.038264746056414903 -0.0058695741195748732
leaf_weight=0.0011633599640634004 0.0010044577047584801 0.0010190557467527773 0.0010387282680749056 0.0011412204721307478 0.0011581359766075533 0.0010367282278498193 0.0016855629992149174
leaf_count=632 368 713 203 289 509 171 236
internal_value=0 -0.00172299 0.0011146 0.00474465 0.00836624 0.00146529 0.0109381
internal_weight=0 0.00824279 0.00707943 0.00606038 0.00491916 0.00388043 0.00272229
internal_count=3121 2753 2121 1408 1119 916 407
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=8
num_cat=0
split_feature=47 47 1 16 160 16 0
split_gain=1.78099e-05 3.51833e-05 3.51308e-05 5.24793e-05 4.09949e-05 8.16196e-05 8.52615e-05
threshold=0.11893500000000001 0.092165000000000011 1.0000000180025095e-35 0.11346000000000002 -0.063384999999999983 -0.067914999999999989 -0.15599999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.027514958419101489 -0.012609183090383386 0.018610217205158801 0.019814410073983421 0.0027186102217568887 -0.010667411815657665 -0.024450128099069525 0.02592428892589306
leaf_weight=0.0010609779214922409 0.0010055067986356218 0.0010473061372571054 0.0012049597886616688 0.0012511845386190073 0.0012283727576192435 0.0010844187021794411 0.0013221896873255078
leaf_count=1310 115 224 314 228 103 415 412
internal_value=0 0.00149206 -0.00101461 -0.0111546 0.00382952 -0.00146931 0.00830141
internal_weight=0 0.00819941 0.0071521 0.00231216 0.00483994 0.00363498 0.00255056
internal_count=3121 3006 2782 1538 1244 930 515
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=7
num_cat=0
split_feature=52 16 4 1 151 4
split_gain=1.80876e-05 2.62726e-05 4.87028e-05 4.55057e-05 4.50202e-05 4.13717e-05
threshold=-0.081429999999999989 -0.008904999999999998 -0.14723499999999998 0.088975000000000012 -0.0083949999999999979 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0084776682242603384 -0.02508341611292892 -0.0075290108776122182 0.022297503897620891 -0.017050254298433376 -0.0083588408512324033 0.016536229236423013
leaf_weight=0.001958903953984961 0.0010302755809453064 0.001141823329228636 0.0010517031182695998 0.0012703446397206095 0.0011776315855973564 0.0015411248225442997
leaf_count=771 1215 98 354 151 311 221
internal_value=0 -0.00235803 0.00677154 -0.00634775 -0.00150885 0.00575291
internal_weight=0 0.0072129 0.00219353 0.00501938 0.0039891 0.00271876
internal_count=3121 2350 452 1898 683 532
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=8
num_cat=0
split_feature=15 15 4 1 0 13 3
split_gain=1.83195e-05 3.69027e-05 2.77087e-05 8.37994e-05 6.75581e-05 1.93391e-05 1.60175e-05
threshold=-0.11713499999999999 -0.095244999999999982 0.0052350000000000009 0.080585000000000004 -0.11013499999999998 -0.029529999999999997 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 -1
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.017111093832571918 0.01906426505340985 -0.0045255632668516352 0.025652531047476709 -0.025745731947102293 -0.009008508476886239 0.013752344603378396 0.00042690862935836071
leaf_weight=0.0010343258975923381 0.001117376094723864 0.0010612993609122314 0.0011047071149627836 0.0013650869712370319 0.0011453616025497793 0.0012734787159280224 0.0010487989991500033
leaf_count=222 164 728 133 785 304 523 262
internal_value=0 0.00238955 -0.000741906 -0.00606369 0.00800888 0.00544392 -0.00828117
internal_weight=0 0.00706731 0.00594993 0.00369987 0.00225007 0.00233478 0.00208312
internal_count=3121 2637 2473 2036 437 1251 484
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=7
num_cat=0
split_feature=13 3 16 52 150 2
split_gain=1.84136e-05 4.79862e-05 5.6071e-05 0.000126567 6.4748e-05 4.30892e-05
threshold=-0.23438999999999996 0.11296500000000002 0.23311500000000004 0.089325000000000015 0.087170000000000011 0.090425000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.011323112127289784 0.0033358434891634136 -0.019925955530980761 0.022839766022566238 -0.032267569988622756 -0.013178080765686041 0.027221871758628554
leaf_weight=0.0012341173477469604 0.0018611430443032982 0.0012338434440839485 0.0010427978416028636 0.0011332016235953042 0.0013487346782955554 0.0012709823787443802
leaf_count=169 1087 100 400 699 232 434
internal_value=0 -0.00181234 0.001545 -0.00241045 0.00514037 0.0130285
internal_weight=0 0.0078907 0.00665686 0.00561406 0.00448086 0.00313213
internal_count=3121 2952 2852 2452 1753 1521
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=8
num_cat=0
split_feature=2 42 13 13 0 48 2
split_gain=1.72597e-05 2.85955e-05 5.55254e-05 5.59044e-05 7.37136e-05 4.50806e-05 2.53208e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.12333499999999999 0.085130000000000025 0.10045500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.01139081551086257 -0.0014793238257940885 -0.016264186703161179 0.021690850684399257 0.013495194622558557 -0.02947560945750758 -0.014774674383823301 0.020358809346327521
leaf_weight=0.0011545921125276611 0.0010353565029638525 0.0011516676342163794 0.0010694871870258289 0.0012009891522728206 0.0013253622605820955 0.0010636639796620523 0.0010898005635332716
leaf_count=199 551 597 156 151 1191 103 173
internal_value=0 -0.00169486 0.000778217 -0.00313519 -0.0107447 0.000217381 0.00971948
internal_weight=0 0.00793633 0.00678466 0.00571517 0.00359002 0.00226465 0.00212516
internal_count=3121 2922 2325 2169 1445 254 724
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=8
num_cat=0
split_feature=376 14 3 3 47 2 4
split_gain=5.70073e-05 4.86712e-05 7.03321e-05 9.40061e-05 8.26353e-05 8.12655e-05 4.03993e-05
threshold=0.048375000000000008 -1.0000000180025095e-35 0.090900000000000009 -0.074084999999999998 0.077555000000000013 0.10672500000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.00046270705859662557 0.00043290700580950919 -0.0003335782574489252 0.0006077895694719844 -0.00053035416446900875 0.00051787797284632783 -9.4968598640295514e-05 0.0001414260014550394
leaf_weight=0.0010055263289779131 0.0010203352941634191 0.0016539740933108754 0.0012970604156120405 0.0015973440992144679 0.0010077647086114681 0.0012350065936402527 0.0011791808093228914
leaf_count=137 166 1529 143 573 226 148 199
internal_value=0 -5.61989e-05 -4.91435e-06 -0.000130597 3.56519e-05 0.000265022 -0.000135878
internal_weight=0 0.00897586 0.00797033 0.00543826 0.00384092 0.00253207 0.00283315
internal_count=3121 2955 2818 2527 1954 291 1728
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=7
num_cat=0
split_feature=1 12 2 48 52 2
split_gain=1.63504e-05 3.45049e-05 4.07285e-05 3.16738e-05 5.3215e-05 0.000116687
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 0.083985000000000018 -0.0064899999999999992 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.016040025423532431 0.0088158058573027786 -0.017594270344958397 -0.02022348065739786 0.014984274925622494 0.030425469749369334 -0.016572801528046952
leaf_weight=0.0011498270540324382 0.001696776194704235 0.001199208895640326 0.0010125916128499424 0.0019052269460580412 0.0010902831001309559 0.0010248304044463907
leaf_count=542 279 414 557 385 761 183
internal_value=0 -0.00207046 0.000940539 0.00481993 -0.00137163 0.00765352
internal_weight=0 0.00738197 0.00618276 0.00503293 0.00312771 0.00211511
internal_count=3121 2842 2428 1886 1501 944
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=8
num_cat=0
split_feature=48 16 1 12 48 13 3
split_gain=4.68942e-05 5.757e-05 5.40999e-05 7.40872e-05 4.0217e-05 4.81813e-05 8.02235e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.12500000000000003 0.09857500000000001 0.091150000000000023 -0.084034999999999985 -0.034684999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00038671251657681832 -0.0004034366916397037 0.00028771350816437011 0.00037952570293950985 -0.00050109683760455703 0.00037672619630025862 -0.00059442733871193081 7.9850486621669924e-05
leaf_weight=0.0010467333677551685 0.0014939266395832488 0.0011729277578005218 0.0013135514469623253 0.0011788672674065501 0.0010979494157337764 0.0011159627656665018 0.001730173813436551
leaf_count=180 237 556 190 399 249 1072 238
internal_value=0 -5.15211e-05 1.7569e-05 -5.79485e-05 4.41449e-05 -4.67115e-05 -0.000184532
internal_weight=0 0.00910336 0.00760943 0.00629588 0.00511701 0.00401906 0.00284614
internal_count=3121 2941 2704 2514 2115 1866 1310
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=8
num_cat=0
split_feature=48 12 16 13 52 4 0
split_gain=6.24247e-05 8.48609e-05 6.44193e-05 4.69548e-05 7.46582e-05 6.49513e-05 8.39687e-05
threshold=-0.032929999999999994 0.095330000000000012 0.051380000000000002 -0.084034999999999985 0.10347000000000002 0.08184000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00045007450153516682 0.00031696701782351738 -0.00067671088212841065 -1.8720700423734993e-05 0.00030422121400674334 0.00040165662063618683 -0.00056801310644804084 -0.00037445927359433491
leaf_weight=0.0010490122926805736 0.001893200360912708 0.0012693439864318043 0.0010413641579238167 0.0015035205471030462 0.0011211292781258516 0.0011334500640947805 0.0013129148066111935
leaf_count=180 800 411 244 149 256 178 903
internal_value=0 -5.45695e-05 -0.000380175 5.34657e-05 -4.49093e-05 -0.000171662 -1.21538e-05
internal_weight=0 0.00927492 0.00231071 0.00696422 0.00507101 0.00394989 0.00281644
internal_count=3121 2941 655 2286 1486 1230 1052
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=8
num_cat=0
split_feature=1 16 0 0 2 15 52
split_gain=7.46813e-05 3.61332e-05 5.80872e-05 0.000122805 0.000106066 6.66583e-05 8.28204e-05
threshold=0.13686500000000004 -0.5315899999999999 -0.060129999999999996 -0.10607499999999999 0.10097500000000002 -0.015039999999999998 -0.046924999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=-0.00037738506358915656 0.00051171983674205813 0.00025581985763856429 0.00048194928221105234 -0.00063031299917526938 -0.00025072321515158058 0.00044664816509643989 -0.0004490770257126714
leaf_weight=0.001133707498638674 0.0010108889998452419 0.0011934336540500973 0.0019888730896041951 0.0013947908437064501 0.0012291152055955937 0.0011404933650510018 0.0013839914280139158
leaf_count=125 169 122 214 1935 256 129 171
internal_value=0 -4.89673e-05 -4.27359e-06 -0.00013417 0.000202104 5.19604e-05 -0.000122686
internal_weight=0 0.00946441 0.0083307 0.00511271 0.00321799 0.00371792 0.00257743
internal_count=3121 2952 2827 2357 470 422 293
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=8
num_cat=0
split_feature=48 16 1 12 48 13 3
split_gain=5.23164e-05 8.1601e-05 6.80794e-05 0.000107766 5.63046e-05 5.67396e-05 9.04423e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.12500000000000003 0.09857500000000001 0.091545000000000015 -0.084034999999999985 -0.034684999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00040241178025181946 -0.00046892011495514485 0.00031501091604021103 0.00042562070940705543 -0.0005871093094237794 0.00045384734828384752 -0.00061312932281558494 8.7442828140925865e-05
leaf_weight=0.001061682383660569 0.0015435221265566136 0.0012116657112735143 0.001346148506518814 0.0012086344582317903 0.0011124160223017565 0.0011689481219090022 0.0017985330170823429
leaf_count=180 237 558 190 399 241 1075 241
internal_value=0 -5.67988e-05 2.42732e-05 -5.88433e-05 6.18168e-05 -4.25349e-05 -0.000188526
internal_weight=0 0.00938987 0.00784635 0.0065002 0.00529156 0.00417915 0.00296748
internal_count=3121 2941 2704 2514 2115 1874 1316
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=6.35348e-05 7.71596e-05 9.83048e-05 5.96146e-05 8.09002e-05 6.76385e-05 0.000116664
threshold=-0.032929999999999994 0.09334000000000002 0.051380000000000002 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00044235716970494247 -0.00053663268951038737 -0.00068095131176128937 8.578589798056536e-05 -5.5794756079418679e-05 0.00062678969557223272 0.00038089976894150907 -0.00037113375088570864
leaf_weight=0.0011023870711191911 0.0010004504568762486 0.0014553473454731376 0.0011516257006059347 0.0013448030244198514 0.0013256139556139059 0.0017873485605003319 0.0014257143712536962
leaf_count=180 310 503 296 218 242 1019 353
internal_value=0 -5.49562e-05 -0.000342247 5.38419e-05 0.000283045 -9.14212e-05 4.72042e-05
internal_weight=0 0.0094909 0.00260697 0.00688393 0.00267042 0.00421351 0.00321306
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=9
num_cat=0
split_feature=50 3 47 12 51 3 4 47
split_gain=6.37886e-05 6.58812e-05 7.40717e-05 0.000102936 8.76154e-05 0.000110185 0.000144698 3.77566e-05
threshold=0.079410000000000008 -0.13927999999999999 0.077555000000000013 0.098810000000000023 -0.031924999999999995 0.090900000000000009 -0.080924999999999983 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -4
right_child=-2 2 7 -5 5 -7 -8 -9
leaf_value=0.00038852097791204426 -0.00046814877433293674 -0.00028316595362718258 -0.00061860077512770222 -0.00043854154911997305 0.00058963950488681615 0.00076726082910818225 -0.00046258395304160166 -8.9890813616580123e-05
leaf_weight=0.001759637658061728 0.00102817229380578 0.001040021518104943 0.0010165600156402529 0.0011562051093556439 0.0010073525558188701 0.0014985290343585587 0.0010025268330353166 0.001061615133505931
leaf_count=257 609 344 193 268 419 161 756 114
internal_value=0 4.58817e-05 -3.15866e-05 8.3869e-05 0.000216665 0.000364833 6.4791e-05 -0.000348515
internal_weight=0 0.00954245 0.00778281 0.00570464 0.00454843 0.00350841 0.00200988 0.00207818
internal_count=3121 2512 2255 1948 1680 1336 1175 307
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=7
num_cat=0
split_feature=2 48 1 0 0 2
split_gain=1.67366e-05 2.1931e-05 6.91454e-05 8.02064e-05 6.23937e-05 2.84732e-05
threshold=-1.0000000180025095e-35 0.083985000000000018 0.111945 -0.08824499999999999 -0.18113999999999997 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -5
right_child=1 4 -4 5 -6 -7
leaf_value=0.011112122120068854 -0.030776376739389051 -0.0093606449273913889 0.011685113956407299 0.009285361868058532 0.021736580190901415 -0.013183256146943059
leaf_weight=0.0011726646434112179 0.0014947176356416209 0.0013138869555844312 0.0016653532715339993 0.0012375393335481506 0.0012677566799099973 0.0010362939575991503
leaf_count=199 538 89 273 1229 450 343
internal_value=0 -0.00167861 -0.00528402 -0.0127828 0.00591014 -0.000954656
internal_weight=0 0.00801555 0.0054339 0.00376855 0.00258164 0.00227383
internal_count=3121 2922 2383 2110 539 1572
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=8
num_cat=0
split_feature=48 3 12 3 1 4 0
split_gain=5.7457e-05 6.73438e-05 8.8042e-05 8.98287e-05 8.36497e-05 4.52973e-05 3.82026e-05
threshold=-0.032929999999999994 0.13524500000000003 0.09334000000000002 0.097915000000000016 0.097115000000000021 -0.15764999999999998 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.00042973487066785371 0.0002734485165371919 0.00030600270934864258 -0.00050617199248347879 -0.00046096580222657773 0.00061721189579622734 6.340139052061831e-05 -0.00047027510868072298
leaf_weight=0.0010451290384329908 0.0012127104623260989 0.0016241184887499675 0.001844947593724707 0.0013135885307146988 0.0010139317749175997 0.0010289225014800307 0.001033884977473307
leaf_count=180 107 171 779 94 316 141 1333
internal_value=0 -5.57694e-05 -0.000134658 -1.23272e-05 0.000125063 -2.72816e-05 -0.000204079
internal_weight=0 0.0090721 0.00744799 0.00560304 0.00428945 0.00327552 0.00206281
internal_count=3121 2941 2770 1991 1897 1581 1474
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=7
num_cat=0
split_feature=47 4 151 1 4 15
split_gain=1.90156e-05 2.77482e-05 5.15713e-05 7.39586e-05 5.21347e-05 5.14158e-05
threshold=0.11893500000000001 0.24564500000000003 -0.0071249999999999985 0.080585000000000004 -0.15764999999999998 -0.43375999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.015896705987541969 -0.013020200134896224 -0.0065634159452312678 0.015106009513304744 -0.022280631834259105 -0.013869565171017093 0.022776542029344548
leaf_weight=0.0012278803147766386 0.0010060881691303951 0.0010299998479656475 0.0015785313642369954 0.0018906912741807561 0.0010236334179002915 0.0014216967389632258
leaf_count=447 115 169 92 759 1311 228
internal_value=0 0.00154941 -0.0022652 -0.00722877 0.00370767 0.0104503
internal_weight=0 0.00817243 0.00572074 0.00449286 0.00260216 0.0024517
internal_count=3121 3006 2609 2162 1403 397
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=7
num_cat=0
split_feature=3 13 48 150 4 4
split_gain=1.60584e-05 2.68556e-05 5.73911e-05 5.43871e-05 5.92267e-05 6.30921e-05
threshold=0.13524500000000003 -0.095304999999999987 0.091545000000000015 0.086615000000000011 -0.034939999999999992 0.098655000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.017076327079919035 0.0093553079783029788 -0.014126569950004995 0.020517915204236278 -0.024228088673565344 0.02497014530511189 -0.0052379073392947876
leaf_weight=0.0010126763013091978 0.0015167682156451935 0.0016281250012768287 0.0011688233414318232 0.0010602955868190831 0.0013871516049699163 0.0013784751460816113
leaf_count=228 192 1257 283 219 686 256
internal_value=0 -0.00190984 0.000409205 -0.00390017 0.00100534 0.0099135
internal_weight=0 0.00763555 0.00662287 0.00545405 0.00439375 0.00276563
internal_count=3121 2929 2701 2418 2199 942
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=8
num_cat=0
split_feature=50 484 13 3 12 16 1
split_gain=6.57129e-05 6.34119e-05 4.52563e-05 4.88162e-05 6.26093e-05 9.6525e-05 4.55293e-05
threshold=0.086580000000000004 0.084040000000000017 -0.084034999999999985 -0.13927999999999999 0.051320000000000005 -0.094359999999999986 0.083345000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-5.9169894173989527e-05 -0.00047731596939191225 0.00050562933599622244 0.00028285724122196159 -0.00043855768947425786 -0.0005053535739776852 0.00025353326066154943 0.00045273268444572358
leaf_weight=0.0013010984069841184 0.0010112933369470578 0.0010388709165838452 0.0010299655376595045 0.0013114862668284427 0.0015927106580869176 0.0018931839765488835 0.001372821269841618
leaf_count=372 579 322 170 157 1031 260 230
internal_value=0 4.83319e-05 -7.55074e-06 -0.00010446 -0.000187615 -2.96996e-05 0.000203647
internal_weight=0 0.00954014 0.00850127 0.00582735 0.00479738 0.00320467 0.00267392
internal_count=3121 2542 2220 1618 1448 417 602
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=9
num_cat=0
split_feature=48 16 1 43 13 16 0 13
split_gain=5.58266e-05 5.68701e-05 5.77417e-05 9.30802e-05 5.91744e-05 4.35523e-05 0.000117939 6.09893e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.094385000000000011 -0.081454999999999986 -0.061684999999999997 0.0057500000000000008 -0.14001499999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=0.00040946896162779678 -0.00039871340272225829 0.00012816536337725639 -0.00032364277767980479 0.00075177638669878595 0.00015532361668728161 -0.00027640380050674047 -0.00080626471552041473 0.00038740844415216329
leaf_weight=0.0010991212723082929 0.00156683878124506 0.0010148418450640607 0.0010094008918212767 0.0010044764565781425 0.0017600225618816542 0.0010855079375141964 0.0010635168127400368 0.0010438508646379665
leaf_count=180 237 96 169 254 280 270 1441 194
internal_value=0 -5.71758e-05 9.87006e-06 0.000185969 0.000372044 -0.000148073 -0.000349992 4.90092e-05
internal_weight=0 0.00954846 0.00798162 0.0037739 0.0027645 0.00420772 0.00207836 0.00212936
internal_count=3121 2941 2704 703 534 2001 1537 464
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=9
num_cat=0
split_feature=1 4 16 1 4 16 0 150
split_gain=9.46085e-05 6.32323e-05 0.000116188 6.88409e-05 6.44916e-05 8.07192e-05 5.96432e-05 4.19546e-05
threshold=0.13686500000000004 -0.49405499999999997 -0.004174999999999999 0.11751000000000002 0.0061450000000000003 -0.095564999999999983 -0.060129999999999996 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -6
right_child=-2 2 6 -5 7 -7 -8 -9
leaf_value=-0.00052786715411492016 0.00056052693606023951 7.0372706703210203e-05 -2.4809041447019789e-05 -0.00058790543210826692 -4.471487632554401e-05 -0.0007010618422934816 0.00057750233605272409 0.00044289183307125738
leaf_weight=0.001018650658736569 0.001025393094637588 0.0010216199140289091 0.0010609244491515211 0.0011634254677913968 0.0019375543583608509 0.0010652145907546835 0.0015637711587258131 0.0010439570137997032
leaf_count=154 169 182 549 134 359 1282 198 94
internal_value=0 -6.52245e-05 -1.20124e-05 -0.000157764 -5.90261e-05 -0.000323402 0.000334043 0.000126017
internal_weight=0 0.00987512 0.00885647 0.00623177 0.00506835 0.00208683 0.0026247 0.00298151
internal_count=3121 2952 2798 2051 1917 1464 747 453
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=9
num_cat=0
split_feature=48 12 43 0 13 4 1 13
split_gain=6.03637e-05 7.17664e-05 7.35095e-05 7.04001e-05 7.14593e-05 5.93434e-05 0.000109224 4.69716e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.04890499999999999 -0.053834999999999994 -0.067149999999999987 0.09173000000000002 0.094465000000000007 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 -5 6 -4 -3
right_child=1 3 5 4 -6 -7 -8 -9
leaf_value=0.00043868674790630338 0.00054222361532616187 -0.0002813437970724672 -0.00021765037222657406 -0.00011790396547180347 -0.00084503001535176476 -0.00038913621949277757 0.00058700343907007013 0.00026747498346905182
leaf_weight=0.0010930117765986522 0.0011779133896265828 0.0011657274091695833 0.0014416214161699342 0.0010102864015559794 0.0010699695049928297 0.0011549161125379986 0.0011789888535087695 0.0012345065665420908
leaf_count=180 264 624 158 70 201 164 132 1328
internal_value=0 -4.8068e-05 0.000114582 -0.000227887 -0.000491898 -1.88367e-05 0.000144356 9.28846e-07
internal_weight=0 0.00943393 0.00495344 0.00448049 0.00208026 0.00377553 0.00262061 0.00240023
internal_count=3121 2941 718 2223 271 454 290 1952
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=8
num_cat=0
split_feature=48 16 3 2 43 4 1
split_gain=6.49843e-05 6.76606e-05 5.12388e-05 5.70487e-05 4.78019e-05 6.85439e-05 2.91452e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.13524500000000003 0.090935000000000016 -0.14169499999999999 0.0061450000000000003 0.094090000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5
right_child=1 2 -4 6 5 -7 -8
leaf_value=0.00045237226840683776 -0.00044227752196663748 -0.00025853138212730327 0.00035592492734838133 -0.00042642703463614427 -9.4539673771742267e-05 0.00055071593571857946 -1.4687374626727018e-05
leaf_weight=0.0010506944772344347 0.0015072783795724359 0.0010062628682129936 0.0013692829295649011 0.0017490434953192375 0.0011977600914329582 0.0013422302077623985 0.0010624875118305146
leaf_count=180 237 152 130 692 1267 185 278
internal_value=0 -6.22585e-05 1.18698e-05 -6.22298e-05 0.000103151 0.000246439 -0.000270829
internal_weight=0 0.00923435 0.00772707 0.00635778 0.00354625 0.00253999 0.00281153
internal_count=3121 2941 2704 2574 1604 1452 970
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=8
num_cat=0
split_feature=484 160 42 43 51 3 2
split_gain=2.09039e-05 3.90529e-05 5.59088e-05 3.95477e-05 3.10998e-05 5.03895e-05 2.14736e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.081440000000000026 -0.11255999999999998 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.018753881076755269 0.013583163279166439 -0.020601442361319562 0.018643958461069976 0.01180372005309822 0.013564827360730331 -0.0044413849636170148 -0.024433188679057978
leaf_weight=0.0011562680434030756 0.0010019859531369456 0.0010195807297891362 0.0015244376335180341 0.0011571508125833817 0.0012361803573185176 0.0011151751344297036 0.0010367990629382951
leaf_count=632 368 713 467 128 166 481 166
internal_value=0 -0.00171313 0.00106622 0.0047059 3.12472e-05 -0.00502445 -0.0140732
internal_weight=0 0.00824559 0.00708932 0.00606974 0.00454531 0.00330913 0.00215197
internal_count=3121 2753 2121 1408 941 775 647
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=7
num_cat=0
split_feature=484 160 42 49 3 4
split_gain=1.69693e-05 3.17487e-05 4.54697e-05 3.42025e-05 5.85918e-05 6.06442e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 -0.13309499999999996 0.076415000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.016938281782008336 0.012247522116902358 -0.018620622317024257 0.016234137060054093 -0.020581031304782286 -0.0046673278960003544 0.023295705009237642
leaf_weight=0.0011524042994998625 0.0010002298691051048 0.0010154688371368722 0.001708322621139291 0.0010862240380142521 0.0019891749666467061 0.0012712063710607342
leaf_count=632 368 713 272 150 782 204
internal_value=0 -0.00154708 0.000961528 0.00424564 -0.000466133 0.00623532
internal_weight=0 0.0082228 0.0070704 0.00605493 0.00434661 0.00326038
internal_count=3121 2753 2121 1408 1136 986
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=8
num_cat=0
split_feature=376 133 43 4 16 47 3
split_gain=6.1294e-05 4.96927e-05 7.93661e-05 3.36858e-05 8.76208e-05 5.2106e-05 7.37474e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 -0.008904999999999998 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00041118987208671866 0.00045455137111852283 -0.00045135601149114553 -0.00034195654911042638 -0.00028371621434685151 0.00047059608589255142 -0.00049381773179752364 0.00039035686025967118
leaf_weight=0.0014587901801989224 0.0010069220400702452 0.0010740617060915553 0.0015998611763934512 0.0014754717372552485 0.0011079530383306373 0.0012006355459067272 0.0010813322237598331
leaf_count=230 166 1026 852 293 257 157 140
internal_value=0 -5.5571e-05 -1.9245e-06 -9.51377e-05 -1.39776e-05 -0.000156863 1.36506e-06
internal_weight=0 0.00899811 0.00792404 0.00646525 0.00486539 0.00375744 0.0025568
internal_count=3121 2955 1929 1699 847 590 433
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=8
num_cat=0
split_feature=47 43 16 2 3 2 1
split_gain=1.69015e-05 3.04998e-05 6.81766e-05 5.4952e-05 6.92135e-05 5.25198e-05 2.72038e-05
threshold=0.11893500000000001 -0.20207499999999998 0.15891500000000003 0.099185000000000009 0.11924500000000002 0.084245000000000014 0.10171500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.017441708358306125 -0.012236354054284707 0.017051890313990452 -0.024854746657687745 0.028543989154933749 -0.0050941505837036483 -0.019119986159509536 -0.0055626662291428089
leaf_weight=0.0010419305351232052 0.0010127966153023219 0.0010249481577388505 0.0010168199977697674 0.0014614999927780683 0.001051963333390399 0.0014979756883093261 0.0011058407843532072
leaf_count=191 115 588 412 421 129 1077 188
internal_value=0 0.00145629 -0.00087023 0.00310031 0.0144654 -0.0047717 0.00531535
internal_weight=0 0.00820098 0.00715905 0.00614223 0.00251346 0.00362876 0.00213079
internal_count=3121 3006 2815 2403 550 1853 776
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=8
num_cat=0
split_feature=1 15 43 2 43 4 3
split_gain=5.38036e-05 5.17504e-05 4.89199e-05 5.78763e-05 9.60412e-05 0.00010205 4.70481e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.084245000000000014 0.0010100000000000003 -0.059649999999999988 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -5 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0006251082530539068 0.00042797716355013379 0.00041244428359372601 0.0002404689922230457 -0.00087284994657102976 0.00026839864555034976 -0.00010232542649673723 -3.349878611391698e-05
leaf_weight=0.0010159282698440283 0.0010008015234123689 0.0010799715086668871 0.0019483077115887617 0.0010036594587769154 0.0013370009548229478 0.0019347820765646673 0.0010519407319723806
leaf_count=204 169 158 742 586 326 767 169
internal_value=0 -5.03159e-05 2.7214e-05 -3.96328e-05 -0.000167274 -0.000365507 -0.000324152
internal_weight=0 0.00937159 0.00730372 0.00622375 0.00427544 0.00293844 0.00206787
internal_count=3121 2952 2579 2421 1679 1353 373
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=8
num_cat=0
split_feature=376 133 16 4 15 3 4
split_gain=6.20296e-05 4.76949e-05 7.76538e-05 7.11893e-05 6.21947e-05 5.74256e-05 5.34345e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.008904999999999998 -0.10429499999999998 -0.03241999999999999 -0.10519499999999998 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00037176233555714873 0.00045181229971729835 -0.00043995967080139167 -0.00013900013330289847 0.00050411900497536477 -0.00050833216893170913 0.00015445564841849811 -0.00039420337641011719
leaf_weight=0.00105374876720049 0.0010312321784423538 0.0010922602937334111 0.0010677140208966074 0.0017404220221817878 0.0013436303506835006 0.0011718076205619373 0.0016342337142253227
leaf_count=86 166 1026 215 446 677 236 269
internal_value=0 -5.55896e-05 -3.18629e-06 0.000259591 -0.000145 -1.85202e-05 -0.000165082
internal_weight=0 0.00910382 0.00801156 0.00280814 0.00520342 0.00385979 0.00280604
internal_count=3121 2955 1929 661 1268 591 505
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=9
num_cat=0
split_feature=50 484 16 4 4 43 1 52
split_gain=4.7774e-05 4.8627e-05 3.19943e-05 5.2313e-05 7.69211e-05 7.31562e-05 4.65596e-05 2.70707e-05
threshold=0.079410000000000008 0.084040000000000017 -0.45661999999999997 0.0052350000000000009 -0.080924999999999983 -0.00067499999999999993 0.11212500000000002 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -5 -1 -4
right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=7.0746013676539071e-05 -0.00041010538498055863 0.00044665124857266978 -9.5266832084178271e-05 -9.0997565713319827e-05 -0.00049958293244145721 0.00055062111341235866 -0.000523661862781622 0.00033540736479816555
leaf_weight=0.0010240261115108033 0.0010034983078691133 0.0010088848028392992 0.0011543813183877759 0.0012431696672253062 0.0012074753910423361 0.0015168191312323225 0.0010027597983960658 0.0010918712220553586
leaf_count=168 609 322 525 285 829 189 87 107
internal_value=0 4.03312e-05 -9.41457e-06 6.03633e-05 -0.000100467 0.00026162 -0.000223339 0.000114078
internal_weight=0 0.00924939 0.0082405 0.00621372 0.00345373 0.00275999 0.00202679 0.00224625
internal_count=3121 2512 2190 1935 1461 474 255 632
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 52 4 15
split_gain=9.21212e-05 6.44616e-05 4.95155e-05 4.8659e-05 7.21968e-05 5.51421e-05 0.000129185 2.77037e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00067971089028725411 0.00055550614489124016 0.00039798823731604133 -7.5029988659393329e-05 -0.00027040954996967987 -0.00043008039824807113 0.00065329930503315269 -0.0003421197058687738 0.00011475368737631059
leaf_weight=0.0010289752170541538 0.0010040048849824382 0.0010965877728302117 0.0010539364460860788 0.0013433202150269236 0.0014689960517299174 0.0014140071386559627 0.0010390427625100304 0.0010027091182522162
leaf_count=204 169 158 169 569 591 887 195 179
internal_value=0 -6.91954e-05 -0.000373747 1.69395e-05 -4.97243e-05 6.67026e-05 0.000197745 -0.000117748
internal_weight=0 0.00944757 0.00208291 0.00736466 0.00626808 0.00479908 0.00345576 0.00204175
internal_count=3121 2952 373 2579 2421 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 13 52
split_gain=6.12197e-05 5.64955e-05 7.70401e-05 3.86097e-05 7.25003e-05 5.61336e-05 4.11055e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.088975000000000012 -0.061684999999999997 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00040625106882280222 0.00044976025274918985 -0.000469233398261068 0.00016809190339364249 -0.00063488868608440241 0.00030485610856567646 -0.00049135400745744444 2.5752304018641714e-07
leaf_weight=0.0015027171124208189 0.0010457161918918873 0.0010936428365543238 0.0017095829437843817 0.0010355195092999273 0.0011841626452427055 0.0011337082222619439 0.0015450974571465321
leaf_count=230 166 1026 213 832 358 130 166
internal_value=0 -5.08908e-05 5.5177e-06 -8.56116e-05 -0.000174155 -5.06489e-05 -0.000207799
internal_weight=0 0.00920443 0.00811079 0.00660807 0.00489849 0.00386297 0.00267881
internal_count=3121 2955 1929 1699 1486 654 296
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=8
num_cat=0
split_feature=3 39 457 3 16 43 3
split_gain=1.91811e-05 2.94178e-05 5.25838e-05 7.33713e-05 4.47778e-05 4.35502e-05 5.85825e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.070454999999999976 -0.092909999999999979 -0.13309499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.014232225967753021 0.010108427304306333 0.012621422021548048 0.015897309915085089 -0.038127890499341989 -0.0090205882388888266 -0.0069860846247754051 0.026026900561767999
leaf_weight=0.0012637347268033526 0.0015467327929047257 0.0011559029695327521 0.0010448151254560537 0.0010304244868882008 0.0010850522996581002 0.0010992334777784516 0.0010519056936606594
leaf_count=338 192 308 184 194 372 189 1344
internal_value=0 -0.0020908 -0.00467718 -0.00856419 -0.0231984 0.000501555 0.00915724
internal_weight=0 0.00773107 0.00657517 0.00553035 0.00211548 0.00341487 0.00215114
internal_count=3121 2929 2621 2437 566 1871 1533
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=1.71484e-05 6.69397e-05 7.40472e-05 6.74872e-05 8.90459e-05 6.92516e-05 5.75505e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094825000000000007 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.025796030205655292 0.0094988009616700769 -0.015125476329330218 0.030247023292145084 -0.036778260466479772 0.02582529147817151 -0.0011409296894697243 -0.0012018174441827797
leaf_weight=0.001024163849179722 0.0015619606520125952 0.0010033939301004754 0.0012807483465678419 0.0010614639152974042 0.0011278523428729574 0.001121296390423146 0.00106638287962589
leaf_count=198 553 673 273 218 190 108 908
internal_value=0 -0.00199471 0.00166479 -0.00611214 0.00654561 -0.0184712 0.0159587
internal_weight=0 0.0076853 0.00666114 0.00431401 0.00213125 0.00218276 0.00234713
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=9
num_cat=0
split_feature=1 150 15 150 16 43 2 2
split_gain=7.5126e-05 4.88243e-05 6.94094e-05 7.68672e-05 0.000124193 5.73383e-05 8.42718e-05 7.34977e-05
threshold=0.13686500000000004 0.10605000000000002 -0.24436499999999997 0.076925000000000007 -0.36241499999999999 -0.074359999999999996 0.097845000000000015 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.00047826713066069412 0.00050442149859198163 -0.0004269801490417313 -0.0007689536878455989 0.00043037996416433967 0.00051548161763115253 -0.0005444588510193103 0.00010706267561204424 -0.00018190295715453486
leaf_weight=0.0010054571804708704 0.0010085317344527859 0.001206417669289985 0.0010431875503268545 0.001017344134530836 0.0012867749322547366 0.0014733261163440534 0.0015837871711321234 0.001059339842766066
leaf_count=147 169 166 152 222 384 1032 356 493
internal_value=0 -5.79339e-05 -5.36418e-06 -7.05151e-05 -0.000149564 -2.99801e-05 -0.000206928 0.000200592
internal_weight=0 0.00967563 0.00846922 0.00746376 0.00644642 0.00540323 0.00305711 0.00234611
internal_count=3121 2952 2786 2639 2417 2265 1388 877
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=7
num_cat=0
split_feature=3 0 0 0 3 52
split_gain=1.88367e-05 2.76273e-05 7.91066e-05 3.89983e-05 5.93624e-05 3.89774e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 0.12113000000000002 -0.10831999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.012339018058248205 0.0099979794915880365 0.028560115096984601 -0.028498168470343827 -0.011300785155595076 -0.0043949207356580667 0.010060853549241569
leaf_weight=0.0012937111166267275 0.0015513396318018622 0.0011227001548754501 0.0012508731984073908 0.0010025879742295465 0.0010652028605594049 0.0019443008571779811
leaf_count=169 192 101 1951 132 291 285
internal_value=0 -0.00208304 -0.00713972 0.00503149 0.0125156 0.00111124
internal_weight=0 0.00767938 0.00448889 0.00319049 0.0021879 0.00323801
internal_count=3121 2929 2405 524 392 454
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=9
num_cat=0
split_feature=1 16 47 1 2 3 52 2
split_gain=7.42985e-05 6.71104e-05 5.96499e-05 0.000104681 8.6766e-05 7.54417e-05 0.000128199 2.61769e-05
threshold=0.13686500000000004 -0.5315899999999999 0.092530000000000015 0.095285000000000022 0.11215000000000001 0.0051600000000000005 0.083680000000000018 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=-0.0004994735816029977 0.00049679805635061938 -0.00079865334501028258 -0.00040198914953499349 0.00068549710100569521 -2.5500513191934654e-06 0.00037894631508558221 9.959089657416574e-05 -6.1185273675049532e-05
leaf_weight=0.0011760078266171764 0.001016628837024961 0.0012286032958316339 0.001217324072047588 0.001500744628447217 0.0013283563451086658 0.0010263281449428563 0.0012149990730318948 0.0010521252047353546
leaf_count=125 169 1143 269 340 172 98 758 47
internal_value=0 -6.02437e-05 3.98043e-08 6.66143e-05 0.000362436 -0.000118459 -0.000352032 0.000156149
internal_weight=0 0.00974449 0.00856848 0.00735116 0.0028291 0.00452206 0.0024436 0.00207845
internal_count=3121 2952 2827 2558 512 2046 1901 145
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=7
num_cat=0
split_feature=16 0 47 3 42 13
split_gain=1.61714e-05 3.55705e-05 6.58256e-05 5.79172e-05 6.60238e-05 5.53658e-05
threshold=-0.5315899999999999 -0.019414999999999998 0.086380000000000012 0.090900000000000009 1.0000000180025095e-35 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.011129428363563126 -0.022905966924781321 -0.006238408840143303 -0.01945667733786317 0.018450588719874716 0.011064189127374906 0.02421183598368179
leaf_weight=0.0011534376762528413 0.0011569783137749495 0.0010215528330514805 0.0016768455710942471 0.0016545672771446653 0.0011318732633581524 0.001437173554508459
leaf_count=130 894 96 336 191 1219 255
internal_value=0 0.00152831 -0.00286046 0.00419669 -0.00610719 0.0115604
internal_weight=0 0.00807899 0.00562026 0.00394342 0.00228885 0.00245873
internal_count=3121 2991 2640 2304 2113 351
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=8
num_cat=0
split_feature=50 15 15 51 16 2 12
split_gain=7.44433e-05 7.01248e-05 8.28722e-05 5.38166e-05 5.09162e-05 9.92189e-05 8.87784e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 -0.013324999999999998 0.097220000000000015 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0005158608158538486 -0.00051224559620945869 -0.00037565174124379222 -0.00024083922053630402 0.00049801913277913441 0.00029869752081387586 0.00054506378119077345 -0.00050298337591145846
leaf_weight=0.0010629224185903169 0.0010362962234296896 0.0019299559324330775 0.0019953973651636895 0.0010298819126338286 0.0010177800106804674 0.0014527322575354712 0.0011106067302433171
leaf_count=219 579 337 861 230 117 325 453
internal_value=0 4.09284e-05 -1.82088e-05 8.62125e-05 1.01593e-05 0.000150016 -0.000119625
internal_weight=0 0.00959928 0.00853635 0.0066064 0.00557652 0.00358112 0.00212839
internal_count=3121 2542 2323 1986 1756 895 570
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.47842e-05 5.88301e-05 5.79821e-05 5.59144e-05 6.75567e-05 7.31247e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00047619214208886168 -0.00047660989511031108 -0.00031656268297009193 -0.00026464472961582747 0.0004751796544164093 0.00039564226651755838 -0.00022836411959663061
leaf_weight=0.0010778927009289984 0.0010133486348991002 0.0018500216158167139 0.0014231487647872179 0.0018315577559972623 0.0011401030015765496 0.0019688876936449643
leaf_count=219 579 337 403 244 112 1227
internal_value=0 4.55008e-05 -1.10191e-05 7.78069e-05 0.000176452 4.66271e-07
internal_weight=0 0.00929161 0.00821372 0.0063637 0.00494055 0.00310899
internal_count=3121 2542 2323 1986 1583 1339
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=7
num_cat=0
split_feature=1 42 457 16 3 4
split_gain=1.75557e-05 3.62637e-05 4.02562e-05 6.60271e-05 2.46493e-05 2.4086e-05
threshold=0.11588000000000001 0.075730000000000006 0.032140000000000009 -0.014034999999999997 0.10299500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -2 -1
right_child=4 -3 -4 -5 -6 -7
leaf_value=-0.026033283042011936 0.015641202016227356 -0.014400570783661221 0.019674358844656178 0.010923041458184743 -0.0046582520408299001 -0.0042462793425580778
leaf_weight=0.0010209190381921369 0.0014341100834302789 0.0019020159218847092 0.0010083577804221055 0.0018476459695938563 0.0010262480075558297 0.0010088453671009035
leaf_count=622 260 1368 160 408 155 148
internal_value=0 -0.00268587 0.00187463 -0.00275436 0.00717403 -0.0152046
internal_weight=0 0.00678778 0.00488577 0.00387741 0.00246036 0.00202976
internal_count=3121 2706 1338 1178 415 770
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=7
num_cat=0
split_feature=150 150 0 16 16 16
split_gain=1.69415e-05 4.52931e-05 3.81976e-05 5.39474e-05 6.07022e-05 4.59636e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.027253125914550508 -0.012145175837954998 0.02050852699503421 0.017918570316064319 -0.014670385169757758 0.014203112229551907 0.0012816612874702248
leaf_weight=0.0010671290672836997 0.0010299973083292497 0.0010834892134688537 0.0017010172007651207 0.0020047739778237391 0.0011434025634365413 0.0011984919845562361
leaf_count=151 124 296 1220 850 293 187
internal_value=0 0.00146165 -0.00143892 0.00356943 -0.00418367 -0.0121585
internal_weight=0 0.0081983 0.00711481 0.00484919 0.00314818 0.00226562
internal_count=3121 2997 2701 2363 1143 338
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 42 16 3
split_gain=8.45626e-05 6.48499e-05 5.83479e-05 7.48032e-05 9.19376e-05 8.56039e-05 6.73023e-05 5.50458e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.22339500000000004 0.086260000000000017 0.075730000000000006 -0.013324999999999998 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00070037674087653943 0.00052040097786730348 0.00042866595293844539 0.00012060273354285445 -0.000544969953610155 -0.0004157837579074051 -0.00023471235760447127 0.00074154883241507325 -6.4615955435237807e-05
leaf_weight=0.0010207348414538056 0.0010358312449246588 0.0011198960620293925 0.001634626031252383 0.0010142009708347293 0.0013122234886313519 0.0012972013018156836 0.0011385009645161622 0.001075057964015161
leaf_count=204 169 158 596 377 247 1022 179 169
internal_value=0 -6.92528e-05 1.57885e-05 -5.64951e-05 3.55452e-05 0.000181048 0.000375531 -0.000374257
internal_weight=0 0.00961244 0.00751665 0.00639675 0.00538255 0.00407033 0.00277313 0.00209579
internal_count=3121 2952 2579 2421 2044 1797 775 373
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=7
num_cat=0
split_feature=3 39 2 4 12 52
split_gain=1.75988e-05 2.82857e-05 4.12067e-05 4.60383e-05 5.99216e-05 5.23957e-05
threshold=0.13524500000000003 0.085060000000000011 0.11215000000000001 0.0061450000000000003 0.078300000000000008 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.022588748773633493 0.009655879800050839 0.012492922592857477 -0.020401778590225163 0.027056907628951517 -0.0038900251431555483 0.0057071341923159713
leaf_weight=0.0014539662160149131 0.00155071516138032 0.001142528594428747 0.0013124471219886592 0.0010679308815176312 0.0015108360378373222 0.001190016786626627
leaf_count=1097 192 308 293 106 306 819
internal_value=0 -0.00202361 -0.00456149 -0.000580915 0.00892586 -0.0098532
internal_weight=0 0.00767773 0.0065352 0.00522275 0.00257877 0.00264398
internal_count=3121 2929 2621 2328 412 1916
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=9
num_cat=0
split_feature=1 150 52 151 4 2 0 2
split_gain=7.18584e-05 6.36727e-05 4.9999e-05 9.17221e-05 5.69323e-05 6.76149e-05 5.4874e-05 4.38399e-05
threshold=0.13686500000000004 0.10605000000000002 0.11434500000000002 -0.0096649999999999982 0.071150000000000005 0.086885000000000004 -0.11756999999999999 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -7
right_child=-2 -3 -4 4 6 7 -8 -9
leaf_value=-0.000403287256834523 0.00049212693508017004 -0.00048063139850137244 -0.00037132660160221938 -0.00035329888852089482 0.00010909632270493978 0.00045688696516282308 0.00075444013787687994 -5.5018872244889008e-05
leaf_weight=0.0013176565331795512 0.0010053356979241182 0.001203415784676201 0.0011835385269511325 0.0012157506820474661 0.0010032795491154191 0.0013216818159348196 0.0010232164349327408 0.0012529702597411864
leaf_count=394 169 166 448 829 93 530 185 307
internal_value=0 -5.9073e-05 1.91571e-06 6.38322e-05 0.000169645 2.78068e-05 0.000434943 0.000207765
internal_weight=0 0.00952151 0.00831809 0.00713456 0.0058169 0.0037904 0.0020265 0.00257465
internal_count=3121 2952 2786 2338 1944 1666 278 837
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=6
num_cat=0
split_feature=15 15 15 3 4
split_gain=1.62972e-05 3.23061e-05 3.68113e-05 3.53556e-05 4.18537e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.03241999999999999 0.10542000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.010535193544062169 -0.013756475143863878 0.013634403351425002 0.00038373187188104826 0.010137901279095597 -0.023459929480875323
leaf_weight=0.0012542965391164262 0.0017442449035540881 0.0018139120380139167 0.0018219552857845899 0.0013584135580952052 0.0012353436612378501
leaf_count=253 373 758 775 95 867
internal_value=0 -0.00172733 0.00164073 -0.0032861 -0.00925063
internal_weight=0 0.00797387 0.00622962 0.00441571 0.0030573
internal_count=3121 2868 2495 1737 1642
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=7
num_cat=0
split_feature=150 150 1 42 3 15
split_gain=1.62537e-05 3.88846e-05 3.11987e-05 6.16175e-05 4.74803e-05 6.80027e-05
threshold=0.11456000000000001 0.081835000000000019 0.122185 0.088465000000000002 -0.10519499999999998 -0.015744999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.015942278954601579 -0.011936229710085268 0.019142003215871346 0.011657970278819943 -0.027118277408542737 -0.022029968435439414 0.0069197215982663533
leaf_weight=0.0013575433561565779 0.0010235413394082274 0.0010765065021716182 0.00148206486172463 0.0010030512548254295 0.0014938202278513555 0.0017761894359924226
leaf_count=264 124 296 250 745 594 848
internal_value=0 0.00142964 -0.00125113 -0.00464901 0.000221339 -0.0063052
internal_weight=0 0.00818918 0.00711267 0.0056306 0.00462755 0.00327001
internal_count=3121 2997 2701 2451 1706 1442
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=7
num_cat=0
split_feature=1 43 42 48 1 13
split_gain=1.74316e-05 5.32453e-05 3.09422e-05 4.37016e-05 3.82836e-05 1.701e-05
threshold=1.0000000180025095e-35 0.070450000000000013 0.086375000000000021 0.087215000000000015 0.10727500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.019561635031021724 0.016534371851362563 0.010146791964206443 0.015618637458159557 -0.014839605799862463 0.0053159412605596878 -0.012837359411700854
leaf_weight=0.0014507594332478181 0.0016197307146007048 0.0010327394165276019 0.0014349145581018848 0.0015834378931626663 0.001005845024381247 0.0010602642771716554
leaf_count=1402 493 210 540 217 181 78
internal_value=0 -0.00720767 0.00260002 -0.000945166 0.00502389 -0.00399978
internal_weight=0 0.0024835 0.00670419 0.00526928 0.00368584 0.00206611
internal_count=3121 1612 1509 969 752 259
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=8
num_cat=0
split_feature=15 16 52 16 43 16 4
split_gain=1.55732e-05 2.52023e-05 5.24268e-05 7.9818e-05 4.63844e-05 9.12098e-05 2.15542e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.24134000000000003 -0.090299999999999991 -0.0064149999999999997 0.0033150000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.010336484280369528 -0.013380136292168089 -0.015198518308903446 0.021100685707698436 -0.02843960513501384 -0.011248460317791177 0.033606571827312887 0.0084455318669596369
leaf_weight=0.0012479802402909955 0.0014942648934519838 0.001072136861371256 0.0010829771985161763 0.0010038678261663908 0.001246506800102804 0.0010180843793355905 0.001002816199196099
leaf_count=253 248 329 421 390 959 318 203
internal_value=0 -0.00168219 0.00103782 -0.00302843 0.00284995 0.0087722 -0.00246828
internal_weight=0 0.00792065 0.00642639 0.00534341 0.00433954 0.00326741 0.00224932
internal_count=3121 2868 2620 2199 1809 1480 1162
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=7
num_cat=0
split_feature=52 13 3 150 15 4
split_gain=1.60462e-05 3.79461e-05 4.226e-05 6.98669e-05 4.24629e-05 4.72381e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 -0.095244999999999982 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.017941283794865696 -0.010370459429476526 0.022776154665666851 -0.018041654577108445 -0.018341359835846439 0.012990671008096675 -0.013434074344148087
leaf_weight=0.0012105258964884222 0.001291307714710953 0.0014148877194278468 0.0012299180790245889 0.0012400110851425441 0.001549954086066274 0.0012004721432354874
leaf_count=148 501 392 136 230 521 1193
internal_value=0 0.00165931 -0.00131116 0.00249567 0.00869884 0.00145712
internal_weight=0 0.00784577 0.00663524 0.00540533 0.00416531 0.00275043
internal_count=3121 2620 2472 2336 2106 1714
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=7
num_cat=0
split_feature=1 16 47 1 2 52
split_gain=6.60955e-05 5.05709e-05 4.45773e-05 0.000137671 4.98672e-05 4.9796e-05
threshold=0.13686500000000004 -0.5315899999999999 0.086380000000000012 0.10471500000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00044369810985999753 0.00047390605355068311 -0.00026014854083158501 -0.00029324960969596124 0.00052541518726242952 -0.00042257129467630674 0.0002217665873659849
leaf_weight=0.0011352999465416994 0.0010027751073581623 0.0014134132951024634 0.0016236735986300014 0.0018367820263900858 0.0013679487267181183 0.0019779821315659757
leaf_count=125 169 403 330 317 412 1365
internal_value=0 -5.5788e-05 -2.21069e-06 6.94302e-05 -0.000106549 2.09215e-05
internal_weight=0 0.0093551 0.0082198 0.00659613 0.00475934 0.0033914
internal_count=3121 2952 2827 2497 2180 1768
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=9
num_cat=0
split_feature=48 16 15 1 12 43 0 16
split_gain=5.79876e-05 5.701e-05 8.15607e-05 7.81838e-05 5.78317e-05 4.08972e-05 8.1009e-05 1.1173e-05
threshold=-0.032929999999999994 -0.27167499999999994 -0.13843999999999998 0.12500000000000003 0.09857500000000001 -0.084004999999999982 -0.10151999999999999 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -7
right_child=1 3 -4 -5 -6 6 -8 -9
leaf_value=0.00044029014304973029 6.377972255636141e-05 0.00031000093058573488 -0.00071033863886031581 0.00048659669527851423 -0.00047441720257130769 7.9960892254378082e-06 -0.00048675401015222682 0.00029994748048842314
leaf_weight=0.0010371094249124338 0.0010214418339759424 0.0014303189694790312 0.0010729038233072681 0.0012215980018382405 0.0010551164098398878 0.0010128876215783093 0.0012207928009612466 0.0010030638287588231
leaf_count=180 194 479 159 138 381 113 1378 99
internal_value=0 -4.92334e-05 -0.00033279 3.62915e-05 -5.98418e-05 3.38843e-05 -8.81318e-05 0.00015326
internal_weight=0 0.00903812 0.00209435 0.00694378 0.00572218 0.00466706 0.00323674 0.00201595
internal_count=3121 2941 353 2588 2450 2069 1590 212
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=9
num_cat=0
split_feature=50 484 43 0 3 0 16 1
split_gain=9.11271e-05 9.87314e-05 5.18118e-05 7.79332e-05 4.21214e-05 7.84266e-05 0.000117571 6.60828e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.11070500000000001 -0.10831999999999999 -0.10096999999999999 -0.27167499999999994 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.00029146059156627888 -0.00054474957887835158 0.00060534244726352042 0.00030075681684767284 -0.00057689443032316468 -0.00037864904189689004 -0.0004953937645561377 9.7748425152003616e-06 0.00071539997360804957
leaf_weight=0.0016684486876314009 0.0011047212454415008 0.0010912540725025377 0.0013419104660292794 0.0010827062416094756 0.0013732166429472692 0.0013361117493418595 0.0010182029727191936 0.0010228886808884875
leaf_count=207 579 322 125 111 177 1390 90 120
internal_value=0 4.889e-05 -1.97742e-05 -9.21472e-05 -5.99977e-06 -9.26531e-05 6.49502e-05 0.000363397
internal_weight=0 0.00993474 0.00884349 0.00717504 0.00609233 0.00475042 0.00341431 0.00204109
internal_count=3121 2542 2220 2013 1902 1777 387 210
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=8
num_cat=0
split_feature=48 12 0 13 43 4 1
split_gain=5.66812e-05 5.82296e-05 6.77392e-05 6.20645e-05 5.59111e-05 6.00323e-05 9.34071e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084319999999999992 -0.04890499999999999 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.00042967705384367995 0.0004740498083545428 -0.00032370493130879941 -0.00048582624466251336 0.00032370156600518253 -0.0002043749974504688 -0.00040141469686762887 0.00055388039870236678
leaf_weight=0.0010367418171951552 0.0011362217063681404 0.0011055709190366644 0.0019841288068413198 0.0011737060036124999 0.0013594325054736012 0.0011219258580281752 0.0011555361344340459
leaf_count=180 264 624 271 1328 158 164 132
internal_value=0 -5.43823e-05 -0.000220924 9.67487e-06 9.4375e-05 -2.42412e-05 0.000144016
internal_weight=0 0.00903652 0.00426341 0.00227928 0.00477312 0.00363689 0.00251497
internal_count=3121 2941 2223 1952 718 454 290
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=8
num_cat=0
split_feature=1 12 52 4 2 2 151
split_gain=7.49861e-05 5.69326e-05 3.95409e-05 9.77684e-05 7.05185e-05 5.83561e-05 5.54724e-05
threshold=0.13686500000000004 0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.086950000000000013 0.089885000000000007 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.00032053544083256456 0.0004906746961661618 -0.00036980578442745074 0.00076078086148979548 -0.00051172999996740179 0.00011249804920827457 -0.00031766988592826502 0.00027446347287406696
leaf_weight=0.0011826595110026351 0.0010276050479631803 0.0019072106102567656 0.0010038553665123726 0.0011346083982112275 0.0018051675853155299 0.001052166640797316 0.001441790956464795
leaf_count=530 169 439 780 248 560 110 285
internal_value=0 -6.68306e-05 8.99861e-06 6.95378e-05 0.000344174 -0.000143069 2.46505e-05
internal_weight=0 0.00952746 0.00762025 0.00643759 0.00280902 0.00362857 0.00249396
internal_count=3121 2952 2513 1983 1340 643 395
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=7
num_cat=0
split_feature=1 0 4 47 150 0
split_gain=1.84663e-05 4.13465e-05 2.99894e-05 5.51339e-05 6.13162e-05 4.26158e-05
threshold=0.077565000000000009 0.051010000000000007 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14116499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.022196530529821505 -0.012234392933883276 0.0035938354501643469 0.010350522331283737 -0.0075765040010620996 -0.0055849863981286361 0.037219536671321614
leaf_weight=0.0010765336658267407 0.0011187673483951908 0.0014710288412139254 0.0013200007111396697 0.0019991442040283147 0.0011690945611047693 0.0010678071882833564
leaf_count=1561 551 75 178 267 121 368
internal_value=0 -0.0073045 0.00270309 0.00571091 0.0131791 0.0223661
internal_weight=0 0.00254756 0.00667481 0.00555605 0.0035569 0.00238781
internal_count=3121 1636 1485 934 667 546
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=9
num_cat=0
split_feature=1 15 43 52 151 52 3 4
split_gain=8.95169e-05 6.16309e-05 7.50072e-05 0.000100321 6.57245e-05 5.97886e-05 5.6109e-05 4.71865e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.03694999999999999 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -6 -1 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=-0.00068696245873817944 0.00054352563962168309 0.00049381801524727082 -0.00026985164086285783 -0.00050813600522167852 -0.00012619901262615513 0.00073304511547141583 -4.7718691203020235e-05 0.00014781525445104
leaf_weight=0.0010395680032402994 0.0010226972041408001 0.0010843762113732277 0.0014780044257060579 0.0014942428334428293 0.0011809282998036302 0.0010033107118298796 0.0010725841748853277 0.001122102871622717
leaf_count=204 169 158 387 591 441 722 169 280
internal_value=0 -6.70871e-05 1.76108e-05 -6.4635e-05 7.38789e-05 0.000227534 -0.000362344 0.000424076
internal_weight=0 0.00947512 0.00736297 0.00627859 0.00478435 0.00330634 0.00211215 0.00212541
internal_count=3121 2952 2579 2421 1830 1443 373 1002
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=9
num_cat=0
split_feature=50 48 16 160 4 13 49 1
split_gain=6.83295e-05 4.48462e-05 7.24191e-05 7.58812e-05 8.22947e-05 0.000122185 7.09899e-05 3.18408e-05
threshold=0.079410000000000008 -0.032929999999999994 -0.094359999999999986 -0.027994999999999996 0.0052350000000000009 -0.069964999999999986 -0.006494999999999999 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=0.0004313088770294826 -0.00049149299881221637 -0.00063619812732998091 0.00056964928006933641 0.0002978734034553692 0.00037499078346772203 -0.0006075888849999049 -0.00027278167397340187 0.0002058823145019489
leaf_weight=0.0010210797505863988 0.0010179805001774176 0.0011043940164347952 0.0012167489032179281 0.0010012080323390708 0.0014432915670113504 0.0013396248537761899 0.0010284753215961707 0.0011119642269142652
leaf_count=175 609 93 457 388 203 745 269 182
internal_value=0 4.36834e-05 -4.31687e-06 0.000143702 6.74214e-06 -0.00022031 -0.00023244 -2.41144e-05
internal_weight=0 0.00926679 0.00824571 0.00500087 0.00378412 0.00234083 0.00324483 0.00214044
internal_count=3121 2512 2337 1793 1336 1133 544 451
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=7
num_cat=0
split_feature=133 43 3 4 16 4
split_gain=1.666e-05 4.57944e-05 4.66433e-05 2.96633e-05 5.65328e-05 3.56328e-05
threshold=0.088525000000000006 -0.04652499999999999 -0.075944999999999985 -0.062539999999999984 -0.0092699999999999987 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.0010198205737994013 -0.011989363509142252 -0.017336304186244746 0.027539372521432827 -0.018234617236712904 0.020607385001818562 0.0030484528413170968
leaf_weight=0.0015994362622918845 0.001040096864245047 0.0012544431544371385 0.0011330440294143422 0.0014132908294793179 0.0010252490062864677 0.0017741700565676788
leaf_count=691 713 715 295 294 212 201
internal_value=0 0.00144548 0.0120164 -0.00383784 0.000181678 -0.00638826
internal_weight=0 0.00819963 0.00273248 0.00546715 0.00421271 0.00318746
internal_count=3121 2408 986 1422 707 495
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=9
num_cat=0
split_feature=1 15 12 43 52 151 43 0
split_gain=9.48877e-05 7.80304e-05 7.77437e-05 6.38884e-05 8.02502e-05 7.62354e-05 7.34428e-05 4.42822e-05
threshold=0.13686500000000004 -0.11713499999999999 0.088245000000000004 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.050459999999999998 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-6.0982415866351216e-05 0.00055106581513028705 0.0004491228027506318 -0.00080084500346512175 -0.00029259577938970597 -0.00044768607751423552 0.00066988857922388706 0.00031336968195547264 -0.00022160782836862252
leaf_weight=0.0011950324367891371 0.0010326437910067642 0.0011356929726707406 0.0010054521490179627 0.0015622276639154051 0.001529399238541649 0.0010232890033108396 0.0011715712997393021 0.0012084558257599879
leaf_count=261 169 158 112 387 591 566 100 777
internal_value=0 -7.37446e-05 -0.000399043 2.00632e-05 -5.49613e-05 6.59988e-05 0.000230605 4.17355e-05
internal_weight=0 0.00983112 0.00220048 0.00763064 0.00649494 0.00496554 0.00340332 0.00238003
internal_count=3121 2952 373 2579 2421 1830 1443 877
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=8
num_cat=0
split_feature=159 151 48 1 0 2 2
split_gain=1.71346e-05 2.8522e-05 5.75601e-05 6.35383e-05 6.78981e-05 2.73205e-05 4.87584e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.094275000000000012 0.111945 -0.14794999999999997 0.10097500000000002 0.086885000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.012092359382714806 -0.013894295471672405 -0.028607916414976398 0.024378825749840814 0.016434168628351405 -0.0071457748932321529 -0.011691761226570098 0.023272431451303088
leaf_weight=0.0010508334287510053 0.0010528738591267031 0.0010552490295342009 0.0011359515125025227 0.00166584568220702 0.0011063448355941917 0.0011725906954668341 0.0010062593489828253
leaf_count=509 381 130 228 301 716 344 512
internal_value=0 0.00147103 0.00373612 -0.000167978 -0.00653982 0.000548753 0.00734279
internal_weight=0 0.00819511 0.00714224 0.00600629 0.00434044 0.00328519 0.0021126
internal_count=3121 2612 2231 2003 1702 1572 1228
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=7
num_cat=0
split_feature=12 43 4 52 4 16
split_gain=1.74419e-05 5.60511e-05 4.41626e-05 6.65109e-05 3.62487e-05 4.14974e-05
threshold=0.051320000000000005 -0.04890499999999999 0.09173000000000002 0.083680000000000018 0.09173000000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3
right_child=2 4 -4 -5 -6 -7
leaf_value=0.023280365342009283 -0.030476375442592487 0.018348064755798945 0.0067296103823481961 0.0029170434515480822 -0.015144538877991796 -0.0076003409568359938
leaf_weight=0.0011533555005321717 0.0011929417024401832 0.0012259891264786295 0.0018748546575410997 0.0011928422071624291 0.001337122270782253 0.0012393220465590164
leaf_count=292 1258 123 233 809 203 203
internal_value=0 0.00397024 -0.00475514 -0.0137804 -0.00188691 0.00530369
internal_weight=0 0.00495579 0.00426064 0.00238578 0.00380243 0.00246531
internal_count=3121 821 2300 2067 529 326
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.35684e-05 5.09654e-05 5.71928e-05 5.61419e-05 6.94363e-05 7.96842e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00045038925067507975 -0.0004727290146206895 -0.00031156883676128469 -0.00026224392648232543 0.00048663675830600266 0.00041423186267552285 -0.00023531754034669108
leaf_weight=0.0010545032467948459 0.0010130709526121129 0.0018439296426178168 0.0014236170050197002 0.0017998428755495221 0.0011473706267903661 0.0019777423462419303
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.46459e-05 -7.57964e-06 8.07134e-05 0.000179849 3.16149e-06
internal_weight=0 0.00924701 0.0081925 0.00634857 0.00492496 0.00312511
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=7
num_cat=0
split_feature=42 43 0 0 2 52
split_gain=1.76884e-05 2.6997e-05 4.61849e-05 3.37531e-05 6.01875e-05 3.12174e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.067094999999999988 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010731057228791016 -0.0035558621471163 -0.0064167069884977189 0.026478187594104176 -0.02574997797324002 0.0048569987599187039 0.01338728790941255
leaf_weight=0.0013297732591209125 0.0010136755546305315 0.0013781503917576605 0.001034546742045121 0.0012729252524395147 0.0012972615125324582 0.0018841837411424801
leaf_count=862 720 146 183 641 328 241
internal_value=0 0.00173744 0.0116142 -0.001731 -0.0103016 0.00502123
internal_weight=0 0.00788074 0.00204822 0.00583252 0.00257019 0.00326233
internal_count=3121 2259 903 1356 969 387
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=8
num_cat=0
split_feature=1 12 0 47 3 4 12
split_gain=7.55745e-05 7.55458e-05 4.68231e-05 7.78433e-05 0.00018751 7.80849e-05 3.31374e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 0.086380000000000012 0.090900000000000009 -0.0029599999999999995 0.085440000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=6.4035141857792039e-05 0.0004968772500209375 -0.00040647537831155857 5.1939537596246957e-05 -0.00047956671044459834 0.00053090759072196793 -0.00068965763504920028 0.00051717920626482867
leaf_weight=0.0010044309458246956 0.00101608971520781 0.0019832707912562191 0.0013882540585331148 0.0013867475963923832 0.0017781577395050846 0.0011153369339647425 0.0010218652002170615
leaf_count=1301 169 439 223 246 148 467 128
internal_value=0 -6.52445e-05 2.2705e-05 -8.05882e-05 6.13546e-05 -0.000332528 0.000249196
internal_weight=0 0.00967806 0.00769479 0.00528467 0.00389793 0.00211977 0.00241012
internal_count=3121 2952 2513 2162 1916 1768 351
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.89313e-05 3.04463e-05 4.46704e-05 3.16356e-05 4.78429e-05 3.56147e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.023101640460017753 -0.011586147281263406 0.020131650558983517 0.0039555713963370506 0.017905060548290254 -0.013519729124284945 -0.0039700224344849724
leaf_weight=0.0010525865591903662 0.0012353191752123979 0.0013848989444278739 0.0014517250115047937 0.0015658143392567438 0.0014255046884141809 0.0011001503417028533
leaf_count=306 630 1167 270 239 401 108
internal_value=0 0.00171692 -0.00741684 0.00589373 0.00108431 0.00946166
internal_weight=0 0.00798068 0.00250431 0.00547637 0.00391055 0.00248505
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=8
num_cat=0
split_feature=147 52 13 151 16 4 43
split_gain=2.01374e-05 4.8489e-05 4.58271e-05 7.19731e-05 4.85877e-05 4.94216e-05 4.44985e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 -0.0083949999999999979 -0.25582999999999995 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.019579551738676412 0.01204104729068288 -0.020503885604861844 -0.026459148403454785 0.022379524302196127 0.0018789133069583739 0.010572154071027347 -0.027821258994747196
leaf_weight=0.0011503266430356171 0.0011963461662324376 0.0011888591311167117 0.0010135327323126291 0.0010080533002874851 0.0010154822803556886 0.001621087075929035 0.0010024456134418934
leaf_count=129 183 496 347 180 317 349 1120
internal_value=0 -0.00186927 0.00138344 -0.00231431 0.00295172 -0.00243003 -0.0128752
internal_weight=0 0.00799979 0.00681093 0.0056606 0.00464707 0.00363901 0.00201793
internal_count=3121 2938 2442 2313 1966 1786 1437
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=1.94532e-05 3.22869e-05 5.51928e-05 5.27354e-05 7.20444e-05 5.33191e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.01589655252093217 -0.01314925220287423 -0.0063895751737238736 0.023996934436239372 -0.011815155008893338 -0.022478037151515459 0.016828721931307022
leaf_weight=0.001217904307728333 0.0010096202804496949 0.0010345924501705467 0.001415687735840626 0.001239637117796745 0.0018815226906931061 0.0013659173534417601
leaf_count=447 115 169 228 793 759 610
internal_value=0 0.00156577 0.0111667 -0.00255782 -0.0075668 0.00320091
internal_weight=0 0.00815526 0.00245028 0.00570498 0.00448708 0.00260555
internal_count=3121 3006 397 2609 2162 1403
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=9
num_cat=0
split_feature=48 12 16 3 1 47 13 0
split_gain=6.0875e-05 6.55571e-05 8.50895e-05 4.27789e-05 9.88165e-05 5.91644e-05 3.77574e-05 4.79037e-05
threshold=-0.032929999999999994 0.09334000000000002 0.051380000000000002 0.097915000000000016 0.098420000000000021 0.086785000000000015 -0.017449999999999997 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -5 -2 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=0.00044476059036178999 -0.00031907436085011788 -0.00064979129464680949 8.633694128005765e-05 0.00010803079613597765 0.00069591004625784553 -0.00052442137801242612 -0.00012827819808387508 0.00043441089197253179
leaf_weight=0.0010357315552237062 0.0010171286437880914 0.0013921574809416253 0.001065969015939102 0.0012840164925434659 0.0010097835096093419 0.0010207581269307819 0.0012504240827673893 0.0010876677095163203
leaf_count=180 1007 503 296 173 306 72 494 90
internal_value=0 -5.68479e-05 -0.000330569 4.4031e-05 0.000158138 -0.000172075 -3.70978e-06 0.000133482
internal_weight=0 0.00912791 0.00245813 0.00666978 0.004365 0.00230477 0.00335522 0.00233809
internal_count=3121 2941 799 2142 1897 245 1591 584
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 52 4
split_gain=6.89607e-05 6.12719e-05 6.79659e-05 4.57598e-05 8.29748e-05 5.68517e-05 6.1606e-05 5.55612e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00071112382141964826 0.00047896637867811073 0.00040110605136675886 -7.9570546428346434e-06 -0.00022723434754238223 -0.00043599797660553687 -0.00013503921728267527 0.00076451840851574429 0.00013351837857973175
leaf_weight=0.001027490663660875 0.0010294777672530857 0.0010843840477438357 0.0010881965751257264 0.001480768420206344 0.0015078832899473316 0.0011309312720006516 0.0010123727306560236 0.0011413667578888142
leaf_count=204 169 158 169 387 591 441 722 280
internal_value=0 -5.53807e-05 -0.000349452 2.91787e-05 -3.51113e-05 9.17375e-05 0.000235534 0.000430122
internal_weight=0 0.00947339 0.00211569 0.00735771 0.00627332 0.00476544 0.00328467 0.00215374
internal_count=3121 2952 373 2579 2421 1830 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=8
num_cat=0
split_feature=1 43 47 13 151 47 0
split_gain=1.78007e-05 4.23271e-05 3.53628e-05 3.54478e-05 4.4885e-05 1.67462e-05 1.61381e-05
threshold=0.077565000000000009 0.070450000000000013 0.086380000000000012 -0.0062949999999999994 -0.0064299999999999991 0.11402500000000002 -0.10324499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -6
right_child=2 -3 5 4 6 -7 -8
leaf_value=-0.017991911283998248 0.022152734635150509 0.0082104484304266982 -0.017047282987624267 0.017626390858833458 0.0021312939007226859 0.00048362261848060393 -0.015759063938587895
leaf_weight=0.0014926249333849337 0.0012395383046832974 0.0010503292957405306 0.0010261201487522611 0.001191963239875804 0.0010043346284844649 0.0011618563708323056 0.0010125529696775174
leaf_count=1424 679 212 172 134 101 132 267
internal_value=0 -0.00716942 0.00267046 0.00778997 0.00224182 -0.00773804 -0.00685033
internal_weight=0 0.00254295 0.00663637 0.00444839 0.00320885 0.00218798 0.00201689
internal_count=3121 1636 1485 1181 502 304 368
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=8
num_cat=0
split_feature=2 42 13 13 0 48 2
split_gain=1.86549e-05 2.9275e-05 4.89839e-05 4.4514e-05 7.58755e-05 4.71749e-05 3.77955e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.12333499999999999 0.085130000000000025 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.011747152636269393 -0.005658688841885133 -0.01645451002278274 0.020251596169731281 0.015006615681656352 -0.028616169035843183 -0.013899750645163651 0.020950225935122264
leaf_weight=0.0011693131330553141 0.0010060441854471125 0.0011613000336636167 0.0010807945875969584 0.0012004220498254472 0.0013385202324017586 0.0010658766599138461 0.0011372211734311073
leaf_count=199 549 597 156 151 1191 103 175
internal_value=0 -0.00177632 0.00071981 -0.00295269 -0.00973821 0.00141149 0.00846006
internal_weight=0 0.00799018 0.00682888 0.00574808 0.00360482 0.0022663 0.00214327
internal_count=3121 2922 2325 2169 1445 254 724
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=9
num_cat=0
split_feature=147 151 159 4 52 2 0 1
split_gain=8.58179e-05 8.16364e-05 0.000110785 0.000101779 7.76066e-05 7.68124e-05 9.33679e-05 7.79884e-05
threshold=0.089025000000000007 -0.0083949999999999979 -1.0000000180025095e-35 0.27287000000000006 -0.12005499999999998 0.10882500000000002 0.089620000000000019 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=-0.00044205657045791905 0.00053634252190604072 -0.00058760635542043891 -0.00048271314467226376 0.00068529478834121287 0.00050134669218019907 0.00052942070749671265 -0.00050471677524200405 -0.00015334919681886527
leaf_weight=0.001775337973614846 0.0010198372521939133 0.0010069108005845403 0.0010157831190110026 0.0010058597855508921 0.0013636666288254424 0.0012680876490564087 0.0011183265441048196 0.0014363663399898946
leaf_count=462 124 465 401 239 870 164 48 348
internal_value=0 -6.07758e-05 2.16225e-05 0.000106727 1.28963e-05 0.000109963 -2.57848e-05 0.0001655
internal_weight=0 0.00999034 0.008215 0.00720809 0.00620223 0.00518645 0.00391836 0.00280003
internal_count=3121 2997 2535 2070 1831 1430 1266 1218
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 52 4
split_gain=6.87564e-05 5.42601e-05 6.24406e-05 5.99653e-05 7.29953e-05 7.8051e-05 4.79411e-05 3.65662e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00068243587086584375 0.00048165043849057336 0.00044770496507180122 -4.5525154041883907e-06 -0.00030189013432584843 -0.00042697024925051415 -8.2909949837527399e-05 0.00068433651747619917 0.00017037729162505243
leaf_weight=0.0010099969076806038 0.0010244916690724014 0.001102425285793426 0.0010821575948175362 0.0014936910281324891 0.001490997836524721 0.0011572084346757588 0.0010067840594958368 0.0011290501073019281
leaf_count=204 169 158 169 387 591 441 733 269
internal_value=0 -5.30775e-05 -0.000331804 2.59369e-05 -4.81293e-05 6.98741e-05 0.000238503 0.000412646
internal_weight=0 0.00947231 0.00209215 0.00738016 0.00627773 0.00478673 0.00329304 0.00213583
internal_count=3121 2952 373 2579 2421 1830 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=9
num_cat=0
split_feature=1 15 2 16 150 43 4 3
split_gain=6.29761e-05 5.54829e-05 5.03954e-05 5.48517e-05 0.00012791 5.07968e-05 4.4384e-05 4.24798e-05
threshold=0.13686500000000004 -0.11713499999999999 0.084245000000000014 -0.008904999999999998 0.081835000000000019 -0.074359999999999996 -0.17966999999999997 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 5 4 -4 -3 -5 -1
right_child=-2 2 3 6 -6 -7 -8 -9
leaf_value=-0.00062537330649804171 0.00046403767419498656 0.00058559282002048968 -0.00070982575361780702 -9.6103248791661559e-05 0.00019020633884278814 -6.9036820211649931e-06 0.0004309127990598892 -5.9650820436121316e-05
leaf_weight=0.0010063647033909744 0.0010033659122456766 0.0010525305901564557 0.0013077448316210591 0.0015014470310421555 0.0011330817061127607 0.0011800274894467277 0.0010399035342086819 0.0010352889171996904
leaf_count=206 169 306 904 206 174 476 513 167
internal_value=0 -5.31351e-05 2.76199e-05 -8.20801e-05 -0.000292012 0.000272426 0.000119548 -0.000338505
internal_weight=0 0.00925639 0.00721474 0.00498218 0.00244083 0.00223256 0.00254135 0.00204165
internal_count=3121 2952 2579 1797 1078 782 719 373
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=9
num_cat=0
split_feature=1 15 2 16 150 3 43 2
split_gain=5.94115e-05 6.83339e-05 6.94929e-05 8.19212e-05 0.000133777 6.29733e-05 4.38516e-05 4.27546e-05
threshold=0.13686500000000004 -0.11713499999999999 0.084245000000000014 -0.008904999999999998 0.081835000000000019 -0.03694999999999999 -0.074359999999999996 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 -1 -3 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=-0.00072630334591676689 0.00043695160530804608 0.00059472402601098875 -0.00077850306542910804 -0.00016650575249670569 0.00013689410580172638 -4.1940744833987383e-05 5.1505297219161604e-05 0.00034802750042024511
leaf_weight=0.0010107059663011348 0.0010188843014333837 0.0010919982411884814 0.0013316839581969384 0.0010335712425105612 0.0011385760948706555 0.0010581599697754916 0.001198302202142044 0.0015550478162882843
leaf_count=204 169 306 904 342 174 169 476 377
internal_value=0 -6.14835e-05 2.71329e-05 -0.000101159 -0.000356584 -0.000376273 0.000310508 0.000142587
internal_weight=0 0.00941805 0.00734918 0.00505888 0.00247026 0.00206887 0.0022903 0.00258862
internal_count=3121 2952 2579 1797 1078 373 782 719
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=7
num_cat=0
split_feature=42 43 0 16 52 15
split_gain=1.851e-05 2.88055e-05 4.03425e-05 2.95653e-05 4.06988e-05 2.98543e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.067094999999999988 0.064860000000000015 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.010965629074123968 -0.0020806385024201564 0.01754345481680292 0.025908052652639915 -0.015896484352404674 -0.014345768774310425 0.0044466760478021625
leaf_weight=0.0013314956356620016 0.0010275755888659952 0.0012120117625028636 0.0010323917449425951 0.0011867119843394685 0.0015021268221114242 0.0019334587469298028
leaf_count=862 720 165 183 267 214 710
internal_value=0 0.00178051 0.0119464 -0.00180885 0.00178827 -0.00376987
internal_weight=0 0.00789428 0.00205997 0.00583431 0.0046476 0.00343559
internal_count=3121 2259 903 1356 1089 924
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=9
num_cat=0
split_feature=14 15 4 15 42 43 2 16
split_gain=8.13704e-05 0.000142718 9.16334e-05 8.53698e-05 5.58804e-05 0.000121958 8.5001e-05 5.0992e-05
threshold=-0.074569999999999984 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 0.10855000000000002 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00053600522870532192 0.00069808104336406681 0.00052960475821340605 -0.0005298543677187443 -0.00043890507615353466 0.00055516828517723814 -0.00060947442600665371 0.00028068162960952594 -6.6636842609784508e-05
leaf_weight=0.0010037476277433817 0.0011542264666519501 0.0011826657512229227 0.0012374436489195175 0.0011327097605420685 0.0013280020019168053 0.0013011488472917778 0.0012941094304062695 0.0013614416619683462
leaf_count=149 231 223 148 706 330 699 243 392
internal_value=0 4.9644e-05 -3.50453e-05 4.55195e-05 -4.36927e-05 4.10162e-05 -0.000131551 -0.00033191
internal_weight=0 0.00999175 0.00883752 0.00760008 0.00641741 0.0052847 0.0039567 0.00266259
internal_count=3121 2972 2741 2593 2370 1664 1334 1091
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=4.7098e-05 6.3278e-05 8.30271e-05 4.64524e-05 8.1502e-05 4.63393e-05 0.000107625
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00039078947614127257 -0.00039661323595375895 -0.00063445178318353339 9.4549762439514822e-05 -8.9354204700590393e-05 0.00061185916400436811 0.00047607722175931717 -0.00029117221230624151
leaf_weight=0.0010369462474927255 0.0012410922434249426 0.0013911531886284013 0.0010570477393762078 0.0012909305056058491 0.0012585838520466914 0.0012890287211643882 0.0015458862502557905
leaf_count=180 1018 510 289 218 242 448 216
internal_value=0 -5.03239e-05 -0.000319694 4.92113e-05 0.000256804 -8.06366e-05 5.76942e-05
internal_weight=0 0.00907372 0.0024482 0.00662552 0.00254951 0.00407601 0.00283491
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=8
num_cat=0
split_feature=50 15 15 51 3 15 3
split_gain=7.03226e-05 5.63721e-05 5.97408e-05 5.54315e-05 4.11453e-05 8.52546e-05 7.66209e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 -0.12018999999999998 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00047055789911444932 -0.00049126219228045069 -0.00031106876141977566 0.00028793114142919529 0.00050826545827636069 -0.00052307052839194233 -0.00017755965190132292 0.00048194673307799839
leaf_weight=0.001086270284670913 0.0010213485831438241 0.0018894963106281699 0.0014743272090250127 0.0010056242909086202 0.0012384805637747067 0.0016388076460964168 0.0011543449803524241
leaf_count=219 579 337 186 230 549 955 66
internal_value=0 5.02303e-05 -4.11857e-06 8.49506e-05 7.63513e-06 -9.48663e-05 9.4999e-05
internal_weight=0 0.00948735 0.00840108 0.00651158 0.00550596 0.00403163 0.00279315
internal_count=3121 2542 2323 1986 1756 1570 1021
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=7
num_cat=0
split_feature=2 42 49 48 15 4
split_gain=1.74797e-05 2.64758e-05 5.05583e-05 4.16672e-05 7.2141e-05 0.000145381
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.0020949999999999996 0.084855000000000014 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.011294288581275043 -0.013111929418049144 -0.015578409246809692 -0.016884183062537795 0.023900763168192632 -0.0092174092177402141 0.039051049805597274
leaf_weight=0.0011826850661841382 0.0019280106999626364 0.0011780380934736509 0.0014065784417267042 0.0010274430572383914 0.0014665390176547958 0.001086135330407426
leaf_count=199 516 597 556 228 214 811
internal_value=0 -0.00172094 0.000639917 0.00595681 0.00130027 0.0113203
internal_weight=0 0.00809274 0.00691471 0.0049867 0.00395925 0.00255267
internal_count=3121 2922 2325 1809 1581 1025
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 16
split_gain=1.74211e-05 4.55176e-05 2.9818e-05 3.50064e-05 3.64592e-05 1.47926e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.087215000000000015 0.10727500000000002 -0.105305
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.022842737067618767 0.016021580173213434 0.0042304949386190987 0.015363033746492869 -0.013222654271882234 0.0041421243402285533 -0.012735470423612727
leaf_weight=0.0010665828319468031 0.0015720770051556553 0.001486540241212168 0.0014425520393960807 0.001596327755434025 0.0010554054242481001 0.0010223408570824075
leaf_count=1561 477 75 532 217 131 128
internal_value=0 -0.00707951 0.00263027 -0.000870906 0.00453139 -0.00416238
internal_weight=0 0.00255312 0.0066887 0.00524615 0.00364982 0.00207775
internal_count=3121 1636 1485 953 736 259
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=7
num_cat=0
split_feature=1 52 12 0 4 0
split_gain=7.00789e-05 5.01794e-05 7.26015e-05 4.6248e-05 5.47634e-05 9.03719e-05
threshold=0.13686500000000004 -0.081429999999999989 0.098810000000000023 -0.061629999999999997 0.0061450000000000003 -0.17169499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00022791602999964921 0.00048735268331991219 -0.00047996092247274216 -0.00050803815511981873 0.00023681327497053958 0.00032032388610234316 -0.00036758086061986829
leaf_weight=0.0018905261383032725 0.0010033704657084414 0.0012858814474406392 0.0015470051067227155 0.0017482273774321773 0.0016005000862620578 0.0013565703422376441
leaf_count=735 169 1289 322 158 117 331
internal_value=0 -5.7717e-05 -0.000129352 -3.15698e-05 -0.000142152 4.74426e-06
internal_weight=0 0.00942871 0.00753818 0.00599118 0.00424295 0.00295707
internal_count=3121 2952 2217 1895 1737 448
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 13 12
split_gain=1.7521e-05 4.25304e-05 0.000110397 5.52788e-05 4.81062e-05 4.75169e-05 3.12666e-05
threshold=0.078340000000000007 0.082620000000000013 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 -0.0013449999999999996 0.083370000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.019275917657173045 -0.012100236034012186 -0.0087071971567667106 0.035767379147029217 0.017008609920857964 -0.0071135923202360913 -0.010736931723641315 -0.028854326216960616
leaf_weight=0.0010189085204249096 0.0010674416836644754 0.0011284615336801807 0.0011043198060345606 0.0011299632199641392 0.0015480792978561446 0.0010938000762918667 0.0011550720280115172
leaf_count=609 208 79 475 343 250 219 938
internal_value=0 0.00152191 0.0132897 -0.00289712 -0.00756768 0.00373754 -0.0164035
internal_weight=0 0.0081786 0.00223278 0.00594582 0.00481586 0.00211271 0.00270315
internal_count=3121 2913 554 2359 2016 828 1188
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=9
num_cat=0
split_feature=50 15 39 133 43 150 16 0
split_gain=6.85026e-05 8.06983e-05 4.88411e-05 4.83629e-05 9.24525e-05 7.22867e-05 5.60813e-05 5.58388e-05
threshold=0.086580000000000004 -0.24436499999999997 0.092870000000000022 0.087625000000000022 -0.074359999999999996 0.082565000000000013 -0.008904999999999998 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00054865056433044644 -0.00048675963866134329 0.00012298700142993608 -0.00042017361687250173 -0.0003629030880187367 -0.00049162435219380729 0.00029822483559228702 7.2362171793606829e-05 0.00074876191410434628
leaf_weight=0.001091290184707887 0.0010239008221073166 0.0011313919185282923 0.0010206774161259039 0.0010009810774340433 0.0016026144546952155 0.0013632524079565406 0.0011747454072609559 0.0010636040397931854
leaf_count=219 579 383 103 536 652 155 327 167
internal_value=0 4.71847e-05 -1.82966e-05 3.76131e-05 0.000100892 -7.15646e-05 -0.000253074 0.000426212
internal_weight=0 0.00944856 0.00835727 0.00733659 0.00633561 0.00414061 0.00277736 0.002195
internal_count=3121 2542 2323 2220 1684 1134 979 550
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 4 15
split_gain=7.87896e-05 5.02328e-05 4.65102e-05 0.000106696 8.00551e-05 9.73888e-05 5.66991e-05
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.094359999999999986 0.0052350000000000009 -0.10469999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00044766907307233381 -0.00052054235734132876 0.00012162048922310597 0.00031899130779393359 -0.00046362781002215784 -3.3121354629754155e-05 0.00074192851679410381 -0.00045975882658642105
leaf_weight=0.0010851928590819059 0.0010290826007849545 0.0013265543382811099 0.0014503473929376089 0.0018977550186354952 0.0013263005194136964 0.001175998075178241 0.0012551627347766668
leaf_count=182 579 180 423 273 1086 199 199
internal_value=0 5.05863e-05 -5.17321e-07 -6.689e-05 8.12039e-05 0.000331127 -0.000161031
internal_weight=0 0.00951731 0.00843212 0.00698177 0.00508402 0.0025023 0.00258172
internal_count=3121 2542 2360 1937 1664 1285 379
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=8
num_cat=0
split_feature=50 15 15 51 3 15 3
split_gain=6.42039e-05 5.63776e-05 4.72616e-05 7.07594e-05 4.97544e-05 8.88969e-05 7.73967e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 -0.12018999999999998 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00046842378497768787 -0.00047724264439558584 -0.00028562460146300701 0.00029285893190188634 0.00054715634844264716 -0.00057036725269105895 -0.0002124144282424081 0.00045768565672731044
leaf_weight=0.001071964741675732 0.0010006953767482405 0.0018499418742885096 0.0014433974608925593 0.0010076469011391824 0.001228886008531859 0.0016029826522791384 0.0011297003899223401
leaf_count=219 579 337 186 230 549 955 66
internal_value=0 4.53619e-05 -9.52514e-06 7.01254e-05 -1.88074e-05 -0.000132363 6.46072e-05
internal_weight=0 0.00933452 0.00826256 0.00641261 0.00540497 0.00396157 0.00273268
internal_count=3121 2542 2323 1986 1756 1570 1021
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 52
split_gain=1.72642e-05 4.89976e-05 4.11705e-05 5.56318e-05 4.65067e-05 3.00052e-05
threshold=0.12500000000000003 0.091465000000000005 -0.0083949999999999979 -0.25582999999999995 -0.0029599999999999995 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013832142084321947 0.008940469083930357 -0.022683607490185501 0.023912585572801758 -0.004965391812774219 -0.014670584697684487 0.017592761558514816
leaf_weight=0.001449543644179976 0.0017343199500362508 0.0010047899121360506 0.0012177535830964967 0.0010304258503475688 0.0014610362284222297 0.0013784189256220768
leaf_count=449 279 610 160 700 365 558
internal_value=0 -0.00212457 0.00103543 0.00527143 -0.00059447 0.00794311
internal_weight=0 0.00754197 0.00653718 0.00508763 0.00386988 0.00240884
internal_count=3121 2842 2232 1783 1623 1258
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=8
num_cat=0
split_feature=150 151 0 1 4 16 4
split_gain=1.7693e-05 7.82596e-05 3.17042e-05 5.08499e-05 6.27865e-05 3.46149e-05 2.8125e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.11756999999999999 0.11588000000000001 -0.083854999999999985 -0.25582999999999995 -0.46376499999999993
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 4 6 -1 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.025351079652463155 0.027334093875725891 -0.011027124836283264 -0.0053749693567446358 0.019047019271077804 -0.020366243571302629 -0.00057825457011163959 0.017579802226743123
leaf_weight=0.0010634946564462241 0.0010525927015389231 0.0010748615083441618 0.0010106821122608273 0.0012993266918688113 0.0014204100313229074 0.0012010274535050477 0.001131135121898316
leaf_count=151 274 146 160 259 1558 187 386
internal_value=0 0.00795271 -0.0024393 0.00211303 -0.00406366 -0.0122124 0.00674789
internal_weight=0 0.00212745 0.00712608 0.00486155 0.00356223 0.00226452 0.00214182
internal_count=3121 420 2701 2363 2104 338 546
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=9
num_cat=0
split_feature=50 484 42 16 4 52 0 42
split_gain=8.18834e-05 5.04903e-05 3.75741e-05 4.51976e-05 0.000113093 0.000117374 6.46464e-05 5.44284e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.094359999999999986 0.0052350000000000009 0.083680000000000018 -0.18901999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00030897579599572443 -0.0005368818320779698 0.00045685840412152892 -0.00051956186049237211 -0.00055492972328329525 0.00065999793103749304 0.00033792223410796619 0.00034084899469843352 -0.00024025143083396551
leaf_weight=0.001325839759281403 0.0010359407067636528 0.001015491473742215 0.0010346959586682303 0.0010198986987999489 0.0013264761325468815 0.0012721538938532877 0.0012996094662630388 0.0011845312812772341
leaf_count=667 579 322 79 621 184 305 110 254
internal_value=0 4.37263e-05 -5.84497e-06 5.04647e-05 0.000204334 -5.93717e-05 -0.000107764 6.37586e-05
internal_weight=0 0.0094787 0.00846321 0.00713737 0.00361853 0.00229205 0.00351884 0.00248414
internal_count=3121 2542 2220 1553 1110 926 443 364
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=6
num_cat=0
split_feature=15 150 16 4 52
split_gain=1.84258e-05 3.18809e-05 7.75283e-05 5.15852e-05 3.34389e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.27167499999999994 0.042705000000000007 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.01114967781023669 -0.027286468518272763 0.0099614392159348333 -0.017415709441964893 0.015609169194910663 0.0025408871173969987
leaf_weight=0.0012662197333604174 0.0012670226929542543 0.0017799928943194503 0.0015280040489755061 0.0015421174997322547 0.001863662772008933
leaf_count=253 183 397 1150 258 880
internal_value=0 -0.00183516 -0.00522147 0.000444943 -0.0064499
internal_weight=0 0.0079808 0.00620081 0.00493378 0.00339167
internal_count=3121 2868 2471 2288 2030
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=7
num_cat=0
split_feature=47 47 0 1 12 43
split_gain=1.95775e-05 3.37287e-05 3.65231e-05 4.1462e-05 6.51383e-05 6.86088e-05
threshold=0.11893500000000001 0.092165000000000011 -0.23001499999999997 0.11323000000000001 0.090455000000000021 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.015528865485714799 -0.013186570400087957 0.018296194010889888 0.00097760558161986109 0.01077583956640722 0.0061390190247201659 -0.031104291825339976
leaf_weight=0.0011393303000133449 0.0010106386897979344 0.001050543315604024 0.0011113801414059331 0.001444804865349641 0.0018045085229750216 0.0016655919096803843
leaf_count=90 115 224 666 327 903 796
internal_value=0 0.00156275 -0.000890525 -0.00399478 -0.0086528 -0.0182647
internal_weight=0 0.00821616 0.00716562 0.00602629 0.00458148 0.00277697
internal_count=3121 3006 2782 2692 2365 1462
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=8
num_cat=0
split_feature=159 151 4 48 15 2 4
split_gain=1.90699e-05 2.77346e-05 6.07149e-05 4.63723e-05 6.23166e-05 0.000107645 1.68065e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27287000000000006 0.091545000000000015 -0.016799999999999995 0.10097500000000002 -0.093124999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.012702381165719732 -0.013631551905305557 -0.021978604422678745 0.022967386777801854 0.017550028241988966 0.0075246429637989432 -0.022176171662429009 0.025675645190535685
leaf_weight=0.0010546667332890598 0.0010438895832508453 0.0014818140758265405 0.001343522126754231 0.0011271743814140079 0.0010293665968492947 0.0011098887233907139 0.0010112963127948712
leaf_count=509 381 519 273 235 163 213 828
internal_value=0 0.00158824 0.00382499 -0.000640337 -0.00506652 0.00288782 0.0165198
internal_weight=0 0.00814695 0.00710306 0.00575954 0.00463237 0.00315055 0.00204066
internal_count=3121 2612 2231 1958 1723 1204 991
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=8
num_cat=0
split_feature=50 15 52 47 1 3 4
split_gain=7.5837e-05 8.5374e-05 4.75002e-05 8.90842e-05 6.74574e-05 8.00379e-05 5.56704e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.11592499999999999 0.092710000000000015 0.077565000000000009 -0.028564999999999997 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00056550352311385147 -0.0005158760237052813 -0.00042314739034791054 -0.00045621456004214556 -0.00044486555736588166 3.0645609460621871e-05 0.00025246216259176352 0.00052155582214510475
leaf_weight=0.0010695917198825398 0.0010322113616195979 0.0010030892414418157 0.0012913994558617723 0.0012488253931380181 0.0016088860416037616 0.0011658755365509107 0.0019825349415644004
leaf_count=219 579 453 1081 175 373 77 164
internal_value=0 4.41118e-05 -2.30732e-05 3.19194e-05 0.000130357 -0.000119977 0.000301638
internal_weight=0 0.0093702 0.00830061 0.00729752 0.0060487 0.00245727 0.00359142
internal_count=3121 2542 2323 1870 1695 1158 537
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=8
num_cat=0
split_feature=1 12 51 4 2 151 3
split_gain=6.74953e-05 6.52364e-05 4.16098e-05 5.9158e-05 6.32186e-05 0.000101879 5.72761e-05
threshold=0.13686500000000004 0.098810000000000023 -0.031924999999999995 -0.0016099999999999997 0.089885000000000007 -0.0083949999999999979 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.00030194344033316201 0.00047858717110380521 -0.00037571239982170471 1.035525443017698e-05 -0.00046842819164147543 -0.00036235031976578362 0.00046549081192443983 0.00056443148508876788
leaf_weight=0.001228998563139648 0.0010108925230543188 0.0019334888799746198 0.0013729237246799648 0.0011019066876711099 0.0010190827811339816 0.0013014552868167394 0.0015020292587493091
leaf_count=493 169 439 642 234 116 258 770
internal_value=0 -5.44539e-05 2.80756e-05 9.2482e-05 -8.17e-05 0.000101938 0.000299834
internal_weight=0 0.00945989 0.0075264 0.0062974 0.00342244 0.00232054 0.00287495
internal_count=3121 2952 2513 2020 608 374 1412
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=9
num_cat=0
split_feature=50 484 147 16 42 2 2 3
split_gain=7.23863e-05 5.2827e-05 3.53761e-05 7.82786e-05 5.35391e-05 6.93165e-05 0.000169339 4.7826e-05
threshold=0.086580000000000004 0.084040000000000017 0.089025000000000007 -0.45661999999999997 -1.0000000180025095e-35 0.095040000000000013 0.10912000000000001 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00049209289855622993 -0.00050069033510118934 0.00046308414275867749 0.00033850664857789552 -0.00031972077403786647 0.00058829403857550353 -0.00069772155301047183 0.00040191420095584654 7.4184733854528814e-05
leaf_weight=0.0012931046619943992 0.0010409512573234169 0.0010307353089757726 0.0010052986460225843 0.0012770112169647064 0.0014125918402131275 0.0010489764170816941 0.0011062091712621574 0.0013707792768993907
leaf_count=195 579 322 111 620 587 210 263 234
internal_value=0 4.3838e-05 -6.91762e-06 -5.31647e-05 3.81511e-05 0.00013069 -0.000133303 0.000335101
internal_weight=0 0.00954471 0.00851397 0.00750867 0.00621557 0.00493856 0.00215519 0.00278337
internal_count=3121 2542 2220 2109 1914 1294 473 821
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=7
num_cat=0
split_feature=52 147 151 160 16 1
split_gain=1.71577e-05 2.7062e-05 5.79181e-05 5.83823e-05 6.20243e-05 5.00369e-05
threshold=-0.081429999999999989 0.08598500000000002 -0.0083949999999999979 -1.0000000180025095e-35 -0.071854999999999988 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0082410831289113674 -0.026565915257923664 0.012923645908972402 -0.022135551575244727 0.0010806476470586917 -0.0089024984300250746 0.030206478423486033
leaf_weight=0.001959961255151142 0.0010186054814388806 0.0010061917657075287 0.0010086865098773521 0.0011971639559655353 0.0018836173642861644 0.0011626980457094373
leaf_count=771 265 112 634 854 319 166
internal_value=0 -0.00230021 -0.00474299 -0.000510648 0.00462965 0.0154309
internal_weight=0 0.00727696 0.00627077 0.00525217 0.00424348 0.00235986
internal_count=3121 2350 2238 1973 1339 1020
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=7
num_cat=0
split_feature=12 43 4 4 4 1
split_gain=1.79271e-05 5.21155e-05 4.20528e-05 6.62755e-05 4.06455e-05 4.03436e-05
threshold=0.051320000000000005 -0.04890499999999999 0.181285 -0.080924999999999983 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3
right_child=2 4 -4 -5 -6 -7
leaf_value=0.022619028275280017 5.986950800754836e-05 -0.0061450503844011671 0.007613993317324215 -0.032693417673627254 -0.015741911692440554 0.019417070001625115
leaf_weight=0.0011562204029184563 0.00157610266217806 0.0013056108195997722 0.0016580449332493068 0.0010160667823105847 0.0013276324379534236 0.001171347838866646
leaf_count=292 689 173 162 1449 203 153
internal_value=0 0.0040264 -0.00482328 -0.0127786 -0.00162393 0.00594322
internal_weight=0 0.00496081 0.00425021 0.00259217 0.00380459 0.00247696
internal_count=3121 821 2300 2138 529 326
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=7
num_cat=0
split_feature=42 157 43 16 16 2
split_gain=1.86929e-05 2.50322e-05 5.07965e-05 4.56508e-05 4.24049e-05 3.7569e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.16075999999999999 0.10672500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.01102783393189455 -0.01232869363440801 0.018698020703248688 0.0097203855280831239 -0.01492501768459175 0.020029143760858806 -0.016758767165335735
leaf_weight=0.0013275553374712456 0.0010812286069477196 0.0017555747574645227 0.0011098896753646034 0.0016127537650436367 0.0012634315223743076 0.0010359509118913544
leaf_count=862 504 624 121 414 461 135
internal_value=0 0.00180154 0.00405573 -0.00106284 0.00549465 -0.003063
internal_weight=0 0.00785883 0.0067776 0.00502203 0.00340927 0.00214584
internal_count=3121 2259 1755 1131 717 256
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=9
num_cat=0
split_feature=1 150 150 48 1 4 43 3
split_gain=6.86208e-05 6.18615e-05 5.68802e-05 7.61989e-05 9.34569e-05 9.98654e-05 7.18275e-05 4.86227e-05
threshold=0.13686500000000004 0.10605000000000002 0.076925000000000007 0.10358500000000001 0.111945 -0.0016099999999999997 -0.090299999999999991 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00031344761577395874 0.00046800986729266214 -0.00047088757498194023 0.00043450633378781876 -0.00055254760851460353 0.00047142725538344905 -0.00050922564023673708 0.00054347956264840349 -1.6132110514806813e-05
leaf_weight=0.0011839280901314664 0.0010664222482968189 0.0012097073992367929 0.0010319999737897472 0.0010278072083124033 0.0013977126523978776 0.0015883911851405771 0.0012536307266394374 0.0011395386041314071
leaf_count=317 169 166 235 167 188 499 1257 123
internal_value=0 -5.56538e-05 2.59869e-06 -5.61193e-05 2.16221e-05 -0.000100089 8.15857e-05 0.000277013
internal_weight=0 0.00983272 0.00862301 0.00759101 0.0065632 0.00516549 0.0035771 0.00239317
internal_count=3121 2952 2786 2551 2384 2196 1697 1380
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=7
num_cat=0
split_feature=484 160 42 49 3 4
split_gain=2.09083e-05 2.99786e-05 5.96807e-05 3.38113e-05 6.87913e-05 6.65658e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 -0.13309499999999996 0.076415000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.016602173268156779 0.013546027705094091 -0.021690220963658725 0.016552714316513804 -0.021902070087417978 -0.0041924282964217047 0.025261850122724194
leaf_weight=0.0011619338407032496 0.0010071187074926829 0.001015051628580556 0.0016828870675886509 0.0010884245290983668 0.0019914506886816218 0.0012481959082504346
leaf_count=632 368 713 272 150 782 204
internal_value=0 -0.0017229 0.000737777 0.00452512 -0.000151575 0.00715594
internal_weight=0 0.00818794 0.00702601 0.00601096 0.00432807 0.00323965
internal_count=3121 2753 2121 1408 1136 986
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=7
num_cat=0
split_feature=133 160 43 3 15 2
split_gain=1.7156e-05 9.76639e-05 5.49349e-05 7.63462e-05 6.7574e-05 5.91512e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 -0.090299999999999991 0.088060000000000013 -0.074054999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=0.012172939409212194 -0.02334036582970693 -0.011990271321324842 0.0068314429307690357 0.013943836497372184 -0.019867479273707092 0.037587855963928649
leaf_weight=0.0010211865555446826 0.0016455005106682441 0.0016253822727798767 0.0013204786171502295 0.0011366364075389422 0.0012315385267918561 0.0011877665781540199
leaf_count=649 830 364 332 120 121 705
internal_value=0 -0.0015769 0.00393108 0.0092379 -0.0036393 0.021396
internal_weight=0 0.0081473 0.0065018 0.00487642 0.00236817 0.00250825
internal_count=3121 2472 1642 1278 241 1037
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 150 3
split_gain=6.18688e-05 6.63395e-05 7.04746e-05 4.08276e-05 9.03752e-05 6.18922e-05 4.97611e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 0.11456000000000001 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0003913904160978068 0.00044081498867661609 -0.00051005570020992025 -0.00035209141118095058 0.00048097748732003345 -0.00050647785689058222 -0.00027727886450197228 -5.4796478777064701e-05
leaf_weight=0.0014717207157252605 0.001066718776272786 0.0010989914593455214 0.0016328541514004161 0.0018531848963620583 0.001044996118484077 0.0010013021845844267 0.0010407862041144859
leaf_count=230 166 1026 852 472 171 84 120
internal_value=0 -5.81859e-05 3.54325e-06 -8.32956e-05 5.54655e-06 0.000142909 0.000288292
internal_weight=0 0.00914384 0.00804484 0.00657312 0.00494027 0.00389527 0.00289397
internal_count=3121 2955 1929 1699 847 676 592
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=9
num_cat=0
split_feature=50 157 51 15 15 15 3 2
split_gain=8.19666e-05 4.54641e-05 9.11144e-05 5.15286e-05 6.83001e-05 5.02261e-05 5.50965e-05 4.46234e-05
threshold=0.086580000000000004 -0.072409999999999988 -0.031924999999999995 -0.095869999999999983 -0.15026499999999995 -0.03241999999999999 -0.084074999999999997 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.00043576593520756695 -0.00053112490628297532 -0.00050054521133985265 0.00017052467011672309 0.00055273430340594331 -0.00046297680304281625 -0.00018651784393306748 0.00059593866111510663 1.1649887131767863e-05
leaf_weight=0.0010559580828132667 0.0010259800804113895 0.0011834674691475078 0.0013543061064893772 0.0012052828723752946 0.0012659289887622595 0.0015612467719636858 0.0010073635126677776 0.0010027915407096091
leaf_count=297 579 349 258 344 206 536 425 127
internal_value=0 5.18483e-05 4.60095e-06 8.54216e-05 -0.000135542 0.000206631 8.98272e-05 0.000304459
internal_weight=0 0.00963635 0.00858039 0.00739692 0.00262024 0.00477668 0.0035714 0.00201016
internal_count=3121 2542 2245 1896 464 1432 1088 552
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=6
num_cat=0
split_feature=157 52 3 3 1
split_gain=2.13552e-05 4.50464e-05 5.13638e-05 6.28103e-05 6.96785e-05
threshold=-0.06266999999999999 0.10744000000000002 0.11296500000000002 -0.13309499999999996 0.095025000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.013509748475814222 -0.018010929672718806 0.013971395695962369 -0.0220359733077393 -0.0071697860802703659 0.020163334474911726
leaf_weight=0.0010313769421336416 0.0014928054651062186 0.0014872799329097046 0.0014348438958032049 0.0018982235911561458 0.0018335108459692569
leaf_count=460 217 498 174 1414 358
internal_value=0 -0.00176339 -0.00527754 -0.000675079 0.00625978
internal_weight=0 0.00814666 0.00665938 0.00522454 0.00373173
internal_count=3121 2661 2163 1989 1772
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=7
num_cat=0
split_feature=484 15 15 52 3 4
split_gain=1.91093e-05 2.72233e-05 4.94946e-05 6.00004e-05 2.97967e-05 7.10223e-05
threshold=0.084040000000000017 -0.11713499999999999 -0.03241999999999999 -0.066844999999999988 0.10542000000000001 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.012292986026163744 0.012962958693165581 -0.0048393328434680593 0.0017283974303400969 0.02585493345860243 0.006840487188232271 -0.032707854692845928
leaf_weight=0.0018553302168658253 0.0010056452313502899 0.0011511534534126013 0.0014818879196762235 0.0014254638098019181 0.00122964644395107 0.0010051457987798958
leaf_count=395 368 393 526 419 82 938
internal_value=0 -0.00164771 0.00149063 0.0121417 -0.00589329 -0.0121892
internal_weight=0 0.00814863 0.0062933 0.00257662 0.00371668 0.00248703
internal_count=3121 2753 2358 812 1546 1464
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=7
num_cat=0
split_feature=13 51 47 4 12 4
split_gain=1.62751e-05 4.06705e-05 4.1969e-05 4.2742e-05 7.81302e-05 3.73223e-05
threshold=-0.23438999999999996 0.08955500000000001 0.10904500000000002 0.27834500000000006 0.084100000000000022 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.010541853938531085 0.019046064789636847 -0.018274996612297863 -0.016976542889893025 0.019477037024563531 -0.019785074089129523 -0.0047786612391191585
leaf_weight=0.0012540240967120571 0.0016259283636650369 0.0012491686413302902 0.0010468995855521645 0.0014700707824930603 0.0013798321182819898 0.0011039700741050178
leaf_count=169 398 363 126 232 1662 171
internal_value=0 -0.00172384 0.00139615 0.00484329 -0.000391277 0.00941135
internal_weight=0 0.00787587 0.0066267 0.0055798 0.00410973 0.0027299
internal_count=3121 2952 2589 2463 2231 569
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=8
num_cat=0
split_feature=48 12 2 12 43 4 1
split_gain=4.88472e-05 6.11565e-05 8.5122e-05 6.83661e-05 5.62296e-05 6.24734e-05 0.000113173
threshold=-0.032929999999999994 0.051320000000000005 0.083995000000000014 0.096295000000000019 -0.04890499999999999 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00040309721063598315 0.00047834249855612855 -0.00056452922075847338 0.00026572866552907181 -0.0003762990321508502 -0.00022728052652629905 -0.00040211117418646714 0.00059609375932031822
leaf_weight=0.0010232613221208926 0.001161957379267861 0.0016737042258576857 0.0015468199166895544 0.001084912898853906 0.0013939025789097411 0.0011230020706051664 0.001189508443806761
leaf_count=180 265 670 1119 431 159 165 132
internal_value=0 -4.85707e-05 -0.00021881 1.05737e-06 0.000101984 -1.60047e-05 0.000151835
internal_weight=0 0.00917381 0.00430544 0.00263173 0.00486837 0.00370641 0.00258341
internal_count=3121 2941 2220 1550 721 456 291
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=6
num_cat=0
split_feature=52 160 12 43 15
split_gain=1.62074e-05 2.8589e-05 4.86399e-05 4.62323e-05 7.10635e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 0.10016000000000001 -0.00045499999999999995 -0.015039999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0080521570310329842 -0.0081305343582069867 -0.01790850284969648 -0.015646556935768181 0.0014079293516791247 0.033462713946199672
leaf_weight=0.0019479532760865803 0.0016694538286359611 0.0010011736242648544 0.001459261098880945 0.0019854392050729754 0.0010613049378965984
leaf_count=771 1174 243 302 288 343
internal_value=0 -0.00223308 0.000308242 0.00524489 0.0125739
internal_weight=0 0.00717663 0.00617546 0.0047162 0.00304674
internal_count=3121 2350 2107 1805 631
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 15 3
split_gain=4.78222e-05 5.71856e-05 7.55401e-05 3.60823e-05 6.3852e-05 5.29211e-05 0.000128913
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 -0.21699999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00040578139504573611 0.00039150308715540092 -0.00048250252867874515 -0.00034100754592730656 -0.00021188058857992569 -0.00043683127869776061 -8.8585883078561237e-05 0.00080945492959885756
leaf_weight=0.0014567320867981725 0.0010284525765255096 0.0010603901454182942 0.0016275604505518702 0.0012829564007702291 0.0010310662470604001 0.0015119209253434077 0.0010354404394726496
leaf_count=230 166 1026 852 177 171 386 113
internal_value=0 -5.48036e-05 2.27499e-06 -8.831e-05 -3.70841e-06 0.000112882 0.000276446
internal_weight=0 0.00900607 0.00794568 0.00648894 0.00486138 0.00383032 0.00254736
internal_count=3121 2955 1929 1699 847 676 499
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=6
num_cat=0
split_feature=15 15 15 3 13
split_gain=1.43897e-05 2.70519e-05 3.32253e-05 3.46955e-05 3.6918e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.03241999999999999 0.10542000000000001 0.05868000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0099893652299508674 -0.012693615025609201 0.012875935718816145 -0.017520350575796744 0.010177272030396305 0.0054854718709127191
leaf_weight=0.0012367064130418643 0.0017219548192096848 0.0018086913934954952 0.0019251138461463761 0.0013346569479724501 0.0010938769137807829
leaf_count=253 373 758 1386 95 256
internal_value=0 -0.00161261 0.00148377 -0.00324902 -0.00918461
internal_weight=0 0.00788429 0.00616234 0.00435365 0.00301899
internal_count=3121 2868 2495 1737 1642
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=8
num_cat=0
split_feature=157 51 52 12 12 15 16
split_gain=1.52787e-05 4.97307e-05 4.52949e-05 7.38396e-05 9.10728e-05 4.6647e-05 5.7303e-05
threshold=-0.06266999999999999 -0.031924999999999995 0.10744000000000002 0.10016000000000001 0.088105000000000003 -0.095869999999999983 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.011473195387563771 -0.022239303739107267 -0.019822404435463341 0.018538195251408745 -0.025285903676322399 0.02879835789528758 0.018366758858549336 -0.013110800726250611
leaf_weight=0.0010237781174161709 0.0010109841994382718 0.001266623552159138 0.0012748226615645463 0.0011245788807213008 0.0010748201672583124 0.0012686840573504525 0.0010628124190269561
leaf_count=460 378 281 464 223 557 476 282
internal_value=0 -0.00149367 0.00147189 -0.00228083 0.00325551 -0.00437457 0.00401772
internal_weight=0 0.00808333 0.00707234 0.00579752 0.00467294 0.00359812 0.0023315
internal_count=3121 2661 2283 1819 1596 1039 758
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=9
num_cat=0
split_feature=50 15 16 3 160 4 52 15
split_gain=7.50863e-05 6.00069e-05 6.33845e-05 9.63655e-05 7.87366e-05 5.51103e-05 0.000158125 2.75604e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.094359999999999986 -0.10519499999999998 -0.027994999999999996 0.0052350000000000009 0.083680000000000018 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5
right_child=-2 2 4 7 5 -7 -8 -9
leaf_value=0.00047968871104558789 -0.00051484398113972683 0.00024761681004188435 0.000535169274614143 -0.00069276623596438555 -0.00077840651366882735 0.0002947203011583295 0.00022940852172875312 -0.00024875305262591209
leaf_weight=0.0010886767060092643 0.0010138274939160653 0.001101522140976835 0.0013365247772973024 0.0010502199438861613 0.0010317972394096289 0.0013903213642770542 0.0014254577685411576 0.0011008482853419178
leaf_count=219 579 96 463 152 716 184 489 223
internal_value=0 4.6451e-05 -9.45436e-06 -0.000224019 0.000125167 -1.72549e-05 -0.000193771 -0.000465534
internal_weight=0 0.00952537 0.00843669 0.00325259 0.0051841 0.00384758 0.00245726 0.00215107
internal_count=3121 2542 2323 471 1852 1389 1205 375
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 16 16
split_gain=4.50503e-05 5.38062e-05 7.13188e-05 4.05787e-05 8.0336e-05 4.65642e-05 4.10721e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 -0.074319999999999983 -0.5048999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00040498562435452756 0.00038841204939152037 -0.00046029765242250244 -0.0003461260225508776 0.00027116366791811848 -0.00047407332651418102 0.00041912106456660201 -0.00025566761429154759
leaf_weight=0.0014420310344438868 0.0010289109623219982 0.0010567873373004766 0.0016179624979260352 0.0010024277147758617 0.0010246077153830994 0.0014608528635722574 0.0013156380309588859
leaf_count=230 166 1026 852 115 171 324 237
internal_value=0 -4.48934e-05 1.09333e-05 -7.75565e-05 1.29053e-05 0.000144944 -2.78439e-05
internal_weight=0 0.00892031 0.00786352 0.00642149 0.00480353 0.00377892 0.00231807
internal_count=3121 2955 1929 1699 847 676 352
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=1.70685e-05 3.77264e-05 4.09274e-05 6.26785e-05 5.81434e-05 7.38539e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 0.075730000000000006 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.017952093994511153 -0.01071432783547813 0.036772633055275651 -0.017867207790528413 -0.01720514113439444 -0.005328761735720393 0.001537515384797693
leaf_weight=0.0012098584056657409 0.0012862597778969713 0.0011518879598548485 0.0012112851932417068 0.0012458142934735905 0.0017761579733616148 0.00123016484812015
leaf_count=148 501 396 136 230 1033 677
internal_value=0 0.00171593 -0.00125347 0.00247042 0.00836529 0.0185761
internal_weight=0 0.00782517 0.00661531 0.00540403 0.00415821 0.00238205
internal_count=3121 2620 2472 2336 2106 1073
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=8
num_cat=0
split_feature=15 16 52 4 15 48 12
split_gain=1.67411e-05 2.42172e-05 5.07269e-05 6.01223e-05 5.66596e-05 4.57115e-05 3.71703e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.083985000000000018 0.082095000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.010810766160456753 -0.013258805626406257 -0.02498317423969253 0.020764640290502661 -0.022527475170326432 0.027983335282905471 0.0058630931839973041 0.00083033474657892418
leaf_weight=0.0012309196709477015 0.0014793352896111745 0.0010129487044089535 0.0010736419852124743 0.0011669602969752251 0.001000639910904546 0.0011033150315041475 0.0010160804293798081
leaf_count=253 248 198 421 492 130 377 1002
internal_value=0 -0.00173209 0.000943302 -0.00307203 0.00210523 -0.00873014 0.0143029
internal_weight=0 0.00785292 0.00637359 0.00529994 0.004287 0.00227028 0.00201672
internal_count=3121 2868 2620 2199 2001 869 1132
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=7
num_cat=0
split_feature=52 13 2 48 0 3
split_gain=1.7866e-05 3.32687e-05 6.455e-05 4.28807e-05 4.53574e-05 2.09935e-05
threshold=0.11434500000000002 -0.090639999999999984 0.11215000000000001 0.016865000000000002 -0.053834999999999994 0.10732000000000001
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0024518651466170121 -0.010956311946589152 0.0084347201463840574 -0.025115548840130172 0.019421230581686492 -0.014361366163578341 0.022407622055161974
leaf_weight=0.0010471669260054012 0.00128413718136284 0.0017755323880250544 0.0010111856633802626 0.0011597821616175863 0.0017167605459447665 0.0010615987363755521
leaf_count=290 501 1354 305 323 221 127
internal_value=0 0.00177617 -0.00221621 0.00276124 -0.00277151 0.012498
internal_weight=0 0.00777203 0.00566326 0.00465208 0.00349229 0.00210877
internal_count=3121 2620 2203 1898 1575 417
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=7
num_cat=0
split_feature=4 0 2 52 0 1
split_gain=1.78086e-05 4.08096e-05 5.47288e-05 3.93114e-05 2.70752e-05 8.23924e-05
threshold=0.0061450000000000003 -0.060129999999999996 0.10097500000000002 -0.049749999999999996 -0.17169499999999996 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=-0.016001414602783464 0.019289360526779663 0.017300271044786032 -0.013414830807185175 0.011888976220582506 -0.023470800435169421 0.013071450355748571
leaf_weight=0.0018311944490965949 0.0012608309270463122 0.0013292348016157376 0.0010293446008070744 0.001092095968514954 0.0013684131442555608 0.001123684388108794
leaf_count=1843 218 180 211 119 351 199
internal_value=0 -0.00480075 0.00389541 0.00410214 -0.00124035 -0.00699393
internal_weight=0 0.00418977 0.00235858 0.00484502 0.00358419 0.0024921
internal_count=3121 2234 391 887 669 550
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 52 4
split_gain=7.01047e-05 8.69581e-05 8.06814e-05 5.92815e-05 8.03869e-05 6.80472e-05 0.000125836
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00047407184008886892 -0.0005332817462043735 -0.0006868290546599708 3.2328654213607596e-05 -5.3148072017231906e-05 0.00064264060488825492 0.0004081896701333757 -0.00038159458389845126
leaf_weight=0.001057907456287554 0.0010021363768033752 0.0013863161478031493 0.0010571178003357627 0.0012891552278981916 0.0012646639838758942 0.001727866091274931 0.0014073696387870145
leaf_count=180 310 479 320 218 242 1019 353
internal_value=0 -5.911e-05 -0.000375695 5.64981e-05 0.00029141 -8.85027e-05 5.3665e-05
internal_weight=0 0.00913463 0.00244343 0.00669119 0.00255382 0.00413737 0.00313524
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=5.96168e-05 4.48098e-05 4.62864e-05 6.41466e-05 5.88139e-05 7.50237e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00042564722274106184 -0.00045613830588992068 -0.0002756543229265752 -0.00029153531605516136 0.00047018172837599446 0.00041897115138850836 -0.00021241305741143298
leaf_weight=0.0010516765990612907 0.0010143347508858739 0.0018649689481486679 0.0014129479038843063 0.0017536915500069219 0.001147932649852571 0.0019571899094812115
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.47742e-05 -4.45379e-06 7.61903e-05 0.000183125 2.10033e-05
internal_weight=0 0.00918841 0.00813673 0.00627176 0.00485881 0.00310512
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 150 1
split_gain=6.04945e-05 5.13131e-05 5.75947e-05 4.08572e-05 7.69196e-05 5.30319e-05 3.86853e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 0.11456000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00034653315417483913 0.00043696334988328138 -0.00045320281823100025 -0.00034740183300827234 -1.9552836189005758e-05 -0.0004549797547258493 -0.00024915817773455361 0.00044891036359405966
leaf_weight=0.0014738569169495752 0.0010569833502272188 0.0011123473102807634 0.0016689210186201656 0.0010908586052410239 0.001083865297206553 0.0010179680097069307 0.0017895109038113062
leaf_count=230 166 1026 852 329 171 84 263
internal_value=0 -5.8235e-05 -4.16212e-06 -8.18745e-05 7.07093e-06 0.000135536 0.000271493
internal_weight=0 0.00923733 0.00812498 0.00665112 0.0049822 0.00389834 0.00288037
internal_count=3121 2955 1929 1699 847 676 592
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=7
num_cat=0
split_feature=4 151 0 15 2 0
split_gain=1.57484e-05 2.71548e-05 4.60472e-05 2.33059e-05 4.27374e-05 2.26941e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.15350499999999997 -0.037864999999999989 0.090675000000000019 0.14486500000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.012070036490733292 0.0078315959292984093 -0.024288851111237852 -0.0118125857359612 0.017270445378481325 -0.015761465434356903 0.0046586625212509522
leaf_weight=0.0011165822060615564 0.0019862787843385231 0.0010181581942987333 0.0014098175342117333 0.0013639802497881471 0.001062563308815088 0.0011157245145683743
leaf_count=451 352 118 751 949 447 53
internal_value=0 -0.00224353 -0.00492052 -0.000938355 0.00338957 -0.00530222
internal_weight=0 0.00708683 0.00597024 0.00495209 0.00354227 0.00217829
internal_count=3121 2769 2318 2200 1449 500
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=9
num_cat=0
split_feature=50 484 42 15 16 15 4 2
split_gain=5.5513e-05 4.62649e-05 3.09001e-05 4.00167e-05 6.86307e-05 8.04321e-05 7.20421e-05 4.73647e-05
threshold=0.079410000000000008 0.084040000000000017 -1.0000000180025095e-35 0.040760000000000005 -0.16075999999999999 -0.15026499999999995 0.0052350000000000009 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00028736940283790159 -0.00044461576786448666 0.00043614147334257512 0.00011520516993810038 0.00038221547729417514 -0.00035777522036611057 -0.00060224867132409646 0.00052254180439589165 0.00022786625050298247
leaf_weight=0.0012953291690462661 0.0010119550934025419 0.0010056690607999222 0.0011043570000962022 0.0011185258910287313 0.0010631695667308379 0.0013174286047258003 0.0012873860173951736 0.0010606178340606379
leaf_count=658 609 322 134 515 328 144 208 203
internal_value=0 3.90942e-05 -9.3243e-06 4.24862e-05 -2.26601e-05 -0.000275083 0.000156549 -6.53063e-05
internal_weight=0 0.00925248 0.00824681 0.00695148 0.00583296 0.00242179 0.00341117 0.00212379
internal_count=3121 2512 2190 1532 1017 278 739 531
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=9
num_cat=0
split_feature=1 43 2 3 1 2 3 1
split_gain=7.7871e-05 5.4122e-05 9.97493e-05 0.000104279 7.16244e-05 5.24754e-05 0.000125037 6.20238e-05
threshold=0.13686500000000004 -0.20207499999999998 0.099185000000000009 0.12178000000000001 0.10587000000000001 0.084245000000000014 -0.077774999999999983 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.00032419137767585401 0.00051749111890143831 -0.00053124428093429769 2.4285085489849722e-05 -0.00027366545288233973 0.00072244356899811102 -0.00082556521316538476 0.00031171945380937594 -0.00016296269051356723
leaf_weight=0.0012581617899466201 0.0010031664582308758 0.0013635753478387562 0.0010668765539020722 0.0014905971114520938 0.0012008509463044773 0.0011832561873705715 0.0013426724937002027 0.0010039955433398112
leaf_count=174 169 528 462 105 188 1110 302 83
internal_value=0 -5.57929e-05 -0.000111051 0.000129188 0.000393987 -0.00029556 -0.000113018 -0.000521416
internal_weight=0 0.00990999 0.00865182 0.00375832 0.00226773 0.0048935 0.00270625 0.00218725
internal_count=3121 2952 2778 755 650 2023 830 1193
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=7
num_cat=0
split_feature=1 0 4 47 150 0
split_gain=1.54566e-05 4.80439e-05 2.98613e-05 4.25212e-05 5.40732e-05 4.135e-05
threshold=0.077565000000000009 0.051010000000000007 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.023091316494829962 -0.012439281995408225 0.0049467937663370907 0.0074608006155845981 -0.0062011112316881943 -0.0054056298999414307 0.034074653684302972
leaf_weight=0.0010461245710341456 0.0011120520138134578 0.0014697713515686496 0.0011530993769472339 0.001975111258832608 0.0011696464977686838 0.0011824502317465829
leaf_count=1561 551 75 125 267 121 421
internal_value=0 -0.00671162 0.00250152 0.00553328 0.0121454 0.020935
internal_weight=0 0.0025159 0.00659236 0.00548031 0.0035052 0.00233555
internal_count=3121 1636 1485 934 667 546
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 2 4
split_gain=5.97597e-05 5.97169e-05 4.50868e-05 5.65979e-05 6.31816e-05 8.04805e-05 4.12143e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 0.097220000000000015 -0.031404999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00048732943218029328 -0.00046102562719454668 -0.00028558553767904558 -0.00032388585922039079 0.00049080513639045923 -0.00038047410588769477 0.0005032630989272028 0.00017447556757632771
leaf_weight=0.0010306359315394456 0.0010046082316402241 0.0018176600240814161 0.0017211267267330287 0.0010078266427799359 0.0010520049320376121 0.0013772700738585129 0.00100704986590138
leaf_count=218 609 330 901 206 294 341 222
internal_value=0 4.31498e-05 -1.41959e-05 6.58157e-05 -1.72322e-05 0.000136359 -0.000109057
internal_weight=0 0.00901357 0.00798294 0.00616528 0.00515745 0.00343632 0.00205905
internal_count=3121 2512 2294 1964 1758 857 516
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=7
num_cat=0
split_feature=11 13 12 0 52 1
split_gain=1.54582e-05 4.0224e-05 5.40366e-05 7.9006e-05 6.03064e-05 5.34581e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 -0.019414999999999998 -0.066844999999999988 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0020277917207057795 -0.011525425597784453 -0.022291408358680868 -0.017890854223992139 0.027713177398272611 0.0062392716515790488 0.029147664278575316
leaf_weight=0.0011445850386878754 0.0010387530480484341 0.0011892573499063634 0.0017042258912116602 0.0010021559125913296 0.0019649724389468842 0.0010588779093970743
leaf_count=545 208 178 1452 164 258 316
internal_value=0 0.00143544 -0.00289515 0.00325348 -0.00451781 0.0129536
internal_weight=0 0.00806407 0.00586061 0.00415639 0.00315423 0.00220346
internal_count=3121 2913 2052 600 436 861
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=8
num_cat=0
split_feature=14 15 4 15 2 4 16
split_gain=5.20312e-05 0.000113702 3.9249e-05 8.01962e-05 6.00597e-05 3.99646e-05 9.81545e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11093500000000002 0.0052350000000000009 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00041843375755255764 0.00063394185998925305 0.0004978250532310124 -0.0003763601452220275 -0.00069031710806373675 0.00030409995249581844 9.7955269738718144e-05 4.9038805241756499e-06
leaf_weight=0.00104395102580022 0.0011032942053229395 0.0011224599647386996 0.0011282278055000112 0.0013940798068971861 0.0012610896772394164 0.0013887867064993238 0.0017747344668646256
leaf_count=161 231 223 148 1341 296 241 480
internal_value=0 4.35506e-05 -3.71713e-05 1.79611e-05 -7.46075e-05 -0.000179396 -0.00030095
internal_weight=0 0.00917267 0.00806938 0.00694115 0.00581869 0.0045576 0.00316881
internal_count=3121 2960 2729 2581 2358 2062 1821
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 52 2
split_gain=6.8937e-05 6.58029e-05 4.27553e-05 6.59776e-05 5.62913e-05 6.97732e-05 4.6051e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 0.0039400000000000008 0.091275000000000009 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00050005010445924641 -0.00049274199478539652 -0.00027281294948745333 -1.4414492173508022e-05 0.00051359250477645967 -0.00013109963938997963 0.00047071421504560633 -0.00056886400514063367
leaf_weight=0.0010870873047575573 0.0010097159326503445 0.0018820476901277765 0.0013471552514097071 0.0010466743833110305 0.0015605108046369066 0.0014098077517070691 0.0010060394876975018
leaf_count=219 579 337 860 206 509 112 299
internal_value=0 4.65806e-05 -1.31561e-05 6.35586e-05 -2.49242e-05 0.00015454 -0.000251453
internal_weight=0 0.00933932 0.00825224 0.00637019 0.00532351 0.00297032 0.00235319
internal_count=3121 2542 2323 1986 1780 621 1159
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=8
num_cat=0
split_feature=50 15 3 16 0 4 13
split_gain=6.46869e-05 4.87666e-05 4.6e-05 0.000101617 9.35476e-05 8.46747e-05 5.63829e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.12018999999999998 -0.27167499999999994 -0.10607499999999999 0.0052350000000000009 -0.061684999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00045077501914064419 -0.00047049568996960134 0.00026774133187044898 -0.00056757243755686218 -4.4494901911962599e-05 0.00013347614293907783 0.00074450280492104526 -0.00042367900876401609
leaf_weight=0.0010473446385531266 0.0010090330586392327 0.0019080826998826373 0.0013014931968193654 0.0010129395567446166 0.0012287931224828717 0.0010810849885261736 0.0016175999437725115
leaf_count=218 609 254 203 137 849 66 785
internal_value=0 5.24901e-05 1.30706e-06 -8.01389e-05 4.82695e-05 0.000362842 -0.000183154
internal_weight=0 0.00919734 0.00814999 0.00624191 0.00494042 0.00209402 0.00284639
internal_count=3121 2512 2294 2040 1837 203 1634
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=7
num_cat=0
split_feature=52 13 2 0 4 3
split_gain=1.63364e-05 2.76205e-05 5.43547e-05 4.27054e-05 3.71137e-05 1.84593e-05
threshold=0.11434500000000002 -0.090639999999999984 0.11215000000000001 -0.10607499999999999 -0.068329999999999988 0.10732000000000001
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0020051364196557717 -0.010445730015072631 0.014853262067528567 -0.022841562391812287 0.0087746034888881285 -0.014152721132628552 0.020669238125858875
leaf_weight=0.0010498994719797851 0.001295712540840527 0.0017731083766401689 0.0010217461334410972 0.0011911206663523537 0.0017336652258262435 0.0010699242934118615
leaf_count=290 501 227 305 850 821 127
internal_value=0 0.00167529 -0.00193829 0.00260797 -0.00481556 0.0114253
internal_weight=0 0.00783946 0.00571964 0.00469789 0.00292479 0.00211982
internal_count=3121 2620 2203 1898 1671 417
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 160 52
split_gain=7.64056e-05 5.81753e-05 4.97067e-05 5.99788e-05 6.05702e-05 9.33566e-05 7.76063e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.037174999999999993 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00048410727815062661 -0.00052126222402859329 -0.00028782889847800679 -0.00030330813812169807 0.0005122796515304801 0.00064804783673601707 -0.0003736270376813277 0.00032621277302594218
leaf_weight=0.0010469212920777666 0.0010017064834769067 0.0018662316888277946 0.0017672666318835728 0.0010180578445761028 0.0010001053280429694 0.0013688431025674678 0.0010977488545334591
leaf_count=218 609 330 901 206 215 587 55
internal_value=0 4.90934e-05 -7.0055e-06 7.68204e-05 -7.88071e-06 0.000142723 -6.21656e-05
internal_weight=0 0.00916517 0.00811825 0.00625202 0.00523396 0.0034667 0.00246659
internal_count=3121 2512 2294 1964 1758 857 642
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=5.34974e-05 5.5656e-05 7.56624e-05 5.9263e-05 7.27617e-05 3.96134e-05 9.02483e-05
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00042383261946905382 -0.00039482687076337165 -0.00060949836121553034 9.3232410325842088e-05 -4.8756413822540646e-05 0.00062452670959417349 0.00041886539658446458 -0.00029307244374429203
leaf_weight=0.0010164021932634179 0.0012410277874083746 0.0013641998998504057 0.001036719145028304 0.0012546246028450419 0.0012144930043944762 0.0012430757442557707 0.001523633030670017
leaf_count=180 1018 510 289 218 242 448 216
internal_value=0 -5.10662e-05 -0.000306059 4.34575e-05 0.000282414 -0.00010376 2.67996e-05
internal_weight=0 0.00887777 0.00240092 0.00647685 0.00246912 0.00400774 0.00276671
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=8
num_cat=0
split_feature=48 12 2 3 16 52 4
split_gain=5.41536e-05 6.23579e-05 8.1107e-05 8.85713e-05 7.44278e-05 5.59136e-05 0.00011583
threshold=-0.032929999999999994 0.09334000000000002 0.10222000000000002 0.10893000000000001 0.052820000000000013 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.00041527351283977192 -0.00052358849071174908 -0.00061558525418271164 0.00077471716156572322 2.9726166972009711e-05 7.0125419499221612e-05 0.00035049202298027761 -0.00040327177600525996
leaf_weight=0.0010808337919284696 0.0010020688440023316 0.0013884501788335212 0.001011805273672413 0.0015587895689270596 0.0010834706389438531 0.0017247192318096498 0.0014367444487932998
leaf_count=180 310 510 299 161 289 1019 353
internal_value=0 -4.86746e-05 4.90977e-05 0.00032296 -0.000315031 -0.000119987 7.93994e-06
internal_weight=0 0.00920605 0.00673413 0.00257059 0.00247192 0.00416353 0.00316146
internal_count=3121 2941 2142 460 799 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=7
num_cat=0
split_feature=4 2 2 52 3 1
split_gain=1.84486e-05 4.44197e-05 4.01379e-05 3.87684e-05 2.58519e-05 0.000120873
threshold=0.0061450000000000003 0.10855000000000002 0.086950000000000013 -0.049749999999999996 -0.13309499999999996 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=0.0031137024756232702 0.019154287191267036 0.012964299548306408 -0.019790816458192608 -0.014696272806535571 -0.021318093733751056 0.022169755144910916
leaf_weight=0.0012659624640137639 0.0012723613623337243 0.0010512594410074247 0.0019337794105732074 0.0010128781317323989 0.0010933160333920283 0.0015385464673351823
leaf_count=1044 218 269 921 98 330 241
internal_value=0 -0.00486954 -0.0107288 0.00412589 -0.00112045 0.00410424
internal_weight=0 0.004251 0.00319974 0.0049171 0.00364474 0.00263186
internal_count=3121 2234 1965 887 669 571
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=9
num_cat=0
split_feature=50 15 15 51 13 3 3 13
split_gain=7.76124e-05 6.32219e-05 6.32243e-05 8.76084e-05 4.9086e-05 8.49718e-05 0.000105386 6.58266e-06
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.081440000000000026 0.11596500000000001 0.10542000000000001 -0.10831999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 6 -4 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00049005192895995142 -0.00050836899239193841 -0.00042667358420573985 0.00018002924659167666 0.00061475832192712263 0.00030287107372502957 0.00030112638518651536 -0.00057722848856440264 -0.00020235871984334566
leaf_weight=0.001096793928192571 0.0010759471224087653 0.0010053827934848345 0.0011233388937286002 0.00100789365884979 0.0014330856939067157 0.0013120389117324688 0.0019044332326322267 0.0010065112196684888
leaf_count=219 579 247 161 216 116 100 1393 90
internal_value=0 4.61623e-05 -9.20824e-06 8.13595e-05 -1.1767e-05 -0.000115666 -0.000296277 -0.000314453
internal_weight=0 0.00988948 0.00879268 0.00678079 0.0057729 0.00433981 0.00302777 0.00201189
internal_count=3121 2542 2323 1986 1770 1654 1554 337
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=7
num_cat=0
split_feature=2 4 49 0 52 16
split_gain=1.74805e-05 3.13666e-05 3.26972e-05 3.16283e-05 9.39105e-05 6.75751e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 0.096795000000000006 -0.032969999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.011348064243655918 -0.015583777013780543 0.012713322795192447 -0.0060705594506276312 -0.026721836406718963 0.012848613852307187 0.027776097282968506
leaf_weight=0.0011737951275788477 0.0018919699877394634 0.0012671072009123102 0.0014219131785524273 0.0012812791786768912 0.0011275432613795681 0.0010080490275807999
leaf_count=199 477 259 1207 255 74 650
internal_value=0 -0.00172018 -0.00443738 -7.91325e-05 -0.00819934 0.00797044
internal_weight=0 0.00799786 0.00673075 0.00483878 0.00240882 0.00242996
internal_count=3121 2922 2663 2186 329 1857
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 52 43
split_gain=6.7031e-05 6.72978e-05 0.000100357 6.35273e-05 0.00010797 4.73133e-05 8.02639e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 0.10893000000000001 -0.085984999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00047541207247190969 -0.00046458202120218834 -0.00066581940481135003 0.00010586466683373416 0.00080153808980752781 -1.8907384658763884e-05 -0.00037699845471551928 0.00027763608466343213
leaf_weight=0.001055395987167986 0.0010023750227668798 0.0014167826091162228 0.0011939616614214379 0.0010039759558285086 0.0015986212899618585 0.0011681374671177309 0.0018773435813625138
leaf_count=180 300 579 316 285 161 965 335
internal_value=0 -4.61362e-05 -0.000312908 5.85894e-05 0.000297587 -9.50758e-05 2.65417e-05
internal_weight=0 0.0092612 0.00261074 0.00665045 0.0026026 0.00404786 0.00304548
internal_count=3121 2941 895 2046 446 1600 1300
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=7
num_cat=0
split_feature=52 0 15 151 2 4
split_gain=1.58551e-05 2.81792e-05 4.59633e-05 5.59419e-05 3.87828e-05 9.88556e-06
threshold=0.11434500000000002 -0.076579999999999995 -0.11713499999999999 -0.0083949999999999979 0.096540000000000015 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=-0.020251113208508368 -0.010264623310600471 -0.0016415708780153492 -0.015258802707616171 0.0056579057534622904 0.019402988387443816 0.01965151623233102
leaf_weight=0.0012133678498601271 0.0013004214185930391 0.0018504178223916251 0.0011199213861982477 0.0010164910809959031 0.0016624693619179643 0.0010029051797731453
leaf_count=279 501 380 332 992 444 193
internal_value=0 0.00165511 -0.00372204 0.00266655 0.00831774 0.0126076
internal_weight=0 0.00786557 0.00435269 0.00313932 0.00351289 0.0020194
internal_count=3121 2620 1796 1517 824 1185
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=8
num_cat=0
split_feature=4 2 3 52 3 1 42
split_gain=1.53169e-05 3.61315e-05 3.49595e-05 3.38417e-05 2.23148e-05 0.000103342 1.69861e-05
threshold=0.0061450000000000003 0.10855000000000002 0.013900000000000001 -0.049749999999999996 -0.13309499999999996 0.10937500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -6 -1
right_child=3 -3 -4 4 5 -7 -8
leaf_value=0.0073592935901367132 0.017833600958937431 0.011683070987981001 -0.023726065220599609 -0.013710206867250344 -0.019816077227997362 0.020493062812680079 -0.010841475395745946
leaf_weight=0.0010072012596285477 0.0012690100974622615 0.0010477959902018344 0.0011435993971173584 0.0010164129368242722 0.001088035350522957 0.0015309330165681784 0.0010445209908661898
leaf_count=769 218 269 143 98 330 241 1053
internal_value=0 -0.00443153 -0.00971576 0.0037739 -0.00113394 0.00374686 -0.00190662
internal_weight=0 0.00424312 0.00319532 0.00490439 0.00363538 0.00261897 0.00205172
internal_count=3121 2234 1965 887 669 571 1822
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 52
split_gain=1.60009e-05 2.97809e-05 3.02701e-05 4.40791e-05 5.21925e-05 8.40502e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 -0.028889999999999996 0.089325000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010897934213443723 0.0087186136752177359 0.012456230911611141 -0.017714883488238613 0.014584245625050181 0.00040830144312742285 -0.036714155233995772
leaf_weight=0.0011684140676828702 0.0014716685794299868 0.0012619572208758178 0.0013428587541995159 0.0013653395335525417 0.0014697776568966159 0.0010425206544115318
leaf_count=199 693 259 191 352 1022 405
internal_value=0 -0.00163452 -0.00429164 -0.000921951 -0.00623606 -0.0149963
internal_weight=0 0.00795412 0.00669217 0.00534931 0.00398397 0.0025123
internal_count=3121 2922 2663 2472 2120 1427
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 16
split_gain=7.54786e-05 0.000108499 5.65124e-05 6.74212e-05 5.63972e-05 8.13765e-05 0.000130835 6.58598e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00049558366163404601 0.00063250244504704659 0.00048185711757792242 -0.00041964399667608534 0.00036380500358370162 -0.0002855121077436736 -0.0008807766835416882 6.7276127194829116e-05 0.00034875290278073902
leaf_weight=0.0010617817020389915 0.001107090678680628 0.0011393956803946474 0.0011737812889889817 0.0010946981938014409 0.0010257587364139939 0.0011125417594741349 0.0011261499956302687 0.0016289764853177615
leaf_count=161 231 223 148 162 1094 669 107 326
internal_value=0 5.59135e-05 -2.09825e-05 4.46703e-05 -3.85158e-05 -0.000128518 -0.000403869 0.00010368
internal_weight=0 0.00940839 0.0083013 0.00712752 0.00598813 0.00489343 0.00223869 0.00265474
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=7
num_cat=0
split_feature=0 0 15 150 2 2
split_gain=1.4631e-05 5.03378e-05 3.814e-05 2.97899e-05 4.69544e-05 2.93985e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.03241999999999999 0.081835000000000019 0.083215000000000011 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.012380958516166073 0.020218428778508126 -0.021705784090553466 0.0068727012764599514 0.014576969667580049 -0.013600661316792419 -0.014769727732944797
leaf_weight=0.0011193430749163221 0.0011204311353987233 0.0011708432117512393 0.0015591602667766455 0.0012641658585710778 0.0018372971459181097 0.0010505388304842319
leaf_count=95 234 1936 157 172 345 182
internal_value=0 -0.00336006 0.00478611 0.001729 -0.00376438 -0.0018395
internal_weight=0 0.00539165 0.00373013 0.00422081 0.00295664 0.0026097
internal_count=3121 2548 573 612 440 339
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 16
split_gain=4.92877e-05 7.69949e-05 4.63575e-05 0.000103486 5.98981e-05 0.000151024 3.99589e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.00040190715531967537 -0.00045880250126814393 -0.00061732899527652352 0.00069424659583671876 -5.4167845151321138e-05 0.00063185843150865553 -0.00032431512637220945 -8.7233515920245541e-05
leaf_weight=0.0010215345356660221 0.0011865496583105361 0.0011793429401041593 0.0011511321669589293 0.0018549354925948766 0.0010852991793451883 0.0015309616555827953 0.0010192021309986367
leaf_count=180 1091 394 316 206 457 216 261
internal_value=0 -5.25578e-05 5.04549e-05 0.000232427 -9.33916e-05 7.23328e-05 -0.000371587
internal_weight=0 0.00900742 0.00680888 0.00300607 0.00380281 0.00261626 0.00219855
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=7
num_cat=0
split_feature=42 43 0 16 0 1
split_gain=1.42771e-05 3.50448e-05 4.40607e-05 2.95898e-05 3.66673e-05 3.0036e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.056919999999999991 -0.14832499999999996 0.086255000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.0096747201293490032 -0.0013262346620584269 -0.0068030628454286649 0.027297983861507665 0.00082813247853558917 0.013932586064355594 -0.022390498098011483
leaf_weight=0.0013139907327401551 0.0011177315778586338 0.0017480084078934002 0.0010363623511547482 0.0010506162672470985 0.0016651771472097308 0.0011861820432946275
leaf_count=862 847 167 194 230 543 278
internal_value=0 0.00159243 0.0124452 -0.00254527 0.00331316 -0.0114848
internal_weight=0 0.00780408 0.00215409 0.00564998 0.00341319 0.0022368
internal_count=3121 2259 1041 1218 710 508
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=7
num_cat=0
split_feature=42 49 2 3 15 1
split_gain=1.43796e-05 3.6672e-05 5.09557e-05 2.74749e-05 9.8293e-05 6.33032e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.092670000000000016 -0.016799999999999995 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.025250954899772138 -0.010183144667848946 0.0010672502548707225 0.0037410353075308131 -0.021882830734965719 0.020263059065849787 0.030126195034527875
leaf_weight=0.001051211831189587 0.0012090197494924364 0.0019728251881353091 0.0014321341511652707 0.0011954982997376949 0.0010302357504521748 0.0012091238599292232
leaf_count=306 630 1401 270 153 78 283
internal_value=0 0.00152834 -0.00853141 0.00614804 -0.00237457 0.0121095
internal_weight=0 0.00789103 0.00248335 0.00540768 0.00222573 0.00318195
internal_count=3121 2491 576 1915 231 1684
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 52 4
split_gain=7.45723e-05 8.31923e-05 9.92769e-05 6.90702e-05 8.91116e-05 5.57486e-05 0.000125981
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 0.11296500000000002 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00048134166291797408 -0.00050890179249574825 -0.00069647969976214825 5.9364039193392051e-05 0.00075641097248396304 7.9987137476741486e-06 0.00038595106312021884 -0.00041236029277567302
leaf_weight=0.0010548475366976224 0.0010097156147846191 0.0014947941987600328 0.0012080424641344766 0.0010059623452708861 0.001560514412827623 0.0016686078672681639 0.0013957305692981247
leaf_count=180 293 579 316 291 155 968 339
internal_value=0 -6.86439e-05 -0.000358653 4.93958e-05 0.000301348 -0.000109323 2.23399e-05
internal_weight=0 0.00934337 0.00270284 0.00664053 0.00256648 0.00407405 0.00306434
internal_count=3121 2941 895 2046 446 1600 1307
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=7
num_cat=0
split_feature=4 3 151 0 13 0
split_gain=1.46976e-05 4.43175e-05 2.81209e-05 3.69756e-05 3.51263e-05 4.18343e-05
threshold=0.27044500000000005 -0.13309499999999996 -0.016164999999999995 -0.14794999999999997 -0.084034999999999985 -0.019414999999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.012084482408042937 -0.0076020688300998916 0.02185267112699724 -0.021541228298647703 0.010245265023101351 -0.017607914975885892 0.0059694293552195812
leaf_weight=0.0011528285384196368 0.0010009023086892666 0.0010432408928399998 0.001098614663959975 0.0017196086643701722 0.0017722180301499835 0.0013079986214010967
leaf_count=456 83 282 149 550 1391 210
internal_value=0 0.00743034 -0.00220008 -0.00499195 -0.00120405 -0.00759591
internal_weight=0 0.00204414 0.00705127 0.00589844 0.00479983 0.00308022
internal_count=3121 365 2756 2300 2151 1601
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=8
num_cat=0
split_feature=48 12 0 2 13 13 1
split_gain=6.29061e-05 8.66846e-05 6.3116e-05 4.2807e-05 0.000108127 7.04455e-05 0.000161167
threshold=-0.032929999999999994 0.095330000000000012 -0.053834999999999994 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00046092806039033969 -0.00046750397066060167 -2.1085595124581243e-05 -0.00068428270863473957 0.00071487018087302992 -5.2528379317937001e-05 0.0006788436378555011 -0.0003091048736382906
leaf_weight=0.0010434145546943047 0.0012063564988089095 0.0010096546373060092 0.0012164028349705039 0.0011341771207443434 0.0018694960052958384 0.0010940646739623985 0.0015124799438037805
leaf_count=180 1091 481 174 316 206 457 216
internal_value=0 -4.75367e-05 -0.000383482 6.21713e-05 0.000237239 -7.57409e-05 0.000105574
internal_weight=0 0.00904263 0.00222606 0.00681657 0.00300367 0.0038129 0.00260654
internal_count=3121 2941 655 2286 522 1764 673
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=7
num_cat=0
split_feature=133 43 3 3 3 2
split_gain=1.51319e-05 3.71393e-05 4.45022e-05 2.80528e-05 4.81069e-05 4.60258e-05
threshold=0.088525000000000006 -0.04652499999999999 -0.075944999999999985 -0.116045 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.0003153633942825686 -0.011474643506207921 0.0083003027046601903 0.026573925505437742 -0.022908353903519588 0.015145063378439669 -0.011918839454053809
leaf_weight=0.0015746715622203813 0.0010246445055600894 0.0014961991295903915 0.0010936891557222631 0.0013691823104198053 0.0011496900250885997 0.0013858093857074885
leaf_count=691 713 204 295 878 165 175
internal_value=0 0.00142619 0.011078 -0.0033424 -0.00780366 0.000352944
internal_weight=0 0.00806924 0.00266836 0.00540088 0.00390468 0.0025355
internal_count=3121 2408 986 1422 1218 340
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=7
num_cat=0
split_feature=1 43 42 48 1 13
split_gain=1.46882e-05 3.7602e-05 2.89628e-05 3.65694e-05 3.99554e-05 7.97438e-06
threshold=0.077565000000000009 0.070450000000000013 0.086375000000000021 0.087215000000000015 0.10727500000000002 0.016935000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.016783073149232632 0.016530428698219607 0.0080964224832316377 0.015151631740850864 -0.013750993600363727 0.001564045567215355 -0.011011102350346691
leaf_weight=0.0014747362134223266 0.0015680728839246221 0.0010329816179844246 0.0014118828148589726 0.0015682577677386981 0.0010042256641107639 0.0010129276302912153
leaf_count=1424 477 212 532 217 189 70
internal_value=0 -0.00653469 0.00246222 -0.00101426 0.00455707 -0.00475065
internal_weight=0 0.00250772 0.00656537 0.00515348 0.00358523 0.00201715
internal_count=3121 1636 1485 953 736 259
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=7
num_cat=0
split_feature=12 43 4 4 151 16
split_gain=1.46745e-05 4.89327e-05 4.35327e-05 5.18693e-05 2.7056e-05 9.47496e-05
threshold=0.051320000000000005 -0.04890499999999999 0.181285 -0.083854999999999985 -0.0083949999999999979 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6
right_child=2 4 -4 -5 5 -7
leaf_value=0.02205651971048668 -0.00065462209053081678 -0.015240218992583158 0.0083757953313825639 -0.029653993324059876 0.019373819629047724 -0.018757180609776221
leaf_weight=0.0011195357694313173 0.0015063119866485924 0.0010665668872305994 0.0016344748098621412 0.0010444535183832242 0.0015738395799427551 0.0011121571107767412
leaf_count=292 489 139 162 1649 204 186
internal_value=0 0.00370861 -0.00436492 -0.0125289 -0.00176529 0.00358539
internal_weight=0 0.0048721 0.00418524 0.00255077 0.00375256 0.002686
internal_count=3121 821 2300 2138 529 390
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.49414e-05 3.02336e-05 4.62353e-05 2.72976e-05 4.02496e-05 3.57834e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.023692067545351053 -0.010396955068619913 0.019716538817989498 0.004087829352694557 0.017186590691409705 -0.012247582190084942 -0.0045398808804524753
leaf_weight=0.0010351112478901377 0.001202885990314549 0.0013769060997571088 0.0014223927684317559 0.0015082642452786425 0.0013957776697962193 0.001089323289870666
leaf_count=306 630 1167 270 239 401 108
internal_value=0 0.00157388 -0.00761318 0.005778 0.0013225 0.00900258
internal_weight=0 0.00782778 0.0024575 0.00537027 0.00386201 0.00246623
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=9
num_cat=0
split_feature=147 11 16 52 133 4 1 16
split_gain=7.40567e-05 5.27955e-05 5.75017e-05 5.5696e-05 6.07697e-05 0.000157639 8.46873e-05 4.78242e-05
threshold=0.089025000000000007 0.079915000000000014 -0.44310499999999992 -0.088204999999999992 0.084990000000000024 -0.0016099999999999997 0.11249000000000002 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00044331930291416377 0.00050223004982936882 -0.00048046124283980323 -0.00027004845052646862 0.00032133056908055242 -0.00029453462200645784 -0.0004314389982551975 0.00030806651230543095 0.00086948867505460008
leaf_weight=0.0010240501892928083 0.0010044066468022144 0.0010140860232754163 0.0016222905089199931 0.0012871103115360376 0.0010234820333971818 0.0014206106783642924 0.0010249321559799279 0.0011665035401817766
leaf_count=226 124 195 556 797 670 253 133 167
internal_value=0 -5.74e-05 -7.33334e-06 5.18417e-05 0.000140012 0.000230793 -0.000121511 0.000581937
internal_weight=0 0.00958307 0.00856898 0.00754493 0.00592264 0.00489916 0.00244554 0.00245361
internal_count=3121 2997 2802 2576 2020 1350 386 964
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=7
num_cat=0
split_feature=49 3 4 15 12 151
split_gain=1.74554e-05 2.67778e-05 5.40413e-05 8.45493e-05 9.01981e-05 1.7418e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 0.084100000000000022 -0.030624999999999996
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.017518226419519004 -0.013832722988277039 -0.022680027630069273 0.017993215369567144 0.024645022401488217 -0.014427562295202232 -0.00080921525528783933
leaf_weight=0.0010010196576591465 0.0015875650007243251 0.0016070883626341458 0.0013819168341111659 0.0013078269935804562 0.0010776511532892663 0.0010758976883872024
leaf_count=231 267 836 286 253 1054 194
internal_value=0 -0.00242177 0.000948903 -0.00495052 0.0069938 0.00802413
internal_weight=0 0.00696205 0.00537448 0.00399257 0.00238548 0.00207692
internal_count=3121 2696 2429 2143 1307 425
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=8
num_cat=0
split_feature=48 12 2 12 0 4 4
split_gain=6.66592e-05 8.48826e-05 0.000102501 6.55387e-05 5.45509e-05 7.70605e-05 0.000144743
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.096295000000000019 -0.019414999999999998 0.09173000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00046489432582975671 -0.00020733083215062652 -0.00062371099368504915 0.00024561873981306033 -0.00038254772355786673 0.00052366769439533411 -0.00036182691589749732 0.00073897215505869663
leaf_weight=0.001063017481684774 0.0013771366653068519 0.0017263154127799044 0.0015717592852723529 0.0010755331063365967 0.0010349738763797117 0.0013460392264207735 0.0011324628900014205
leaf_count=180 234 671 1121 431 167 217 100
internal_value=0 -5.35206e-05 -0.000251991 -9.59063e-06 0.000123969 1.66775e-05 0.000219691
internal_weight=0 0.00926422 0.00437361 0.00264729 0.00489061 0.00385564 0.0025096
internal_count=3121 2941 2223 1552 718 551 334
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.67746e-05 3.32506e-05 4.37229e-05 3.50796e-05 4.81774e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010579632574273558 -0.010406143619612554 0.020174362625337425 0.0061567731147156224 0.012573168784536674 -0.019363495297821044
leaf_weight=0.0012893156055871352 0.0017458623520518997 0.0014826745699432903 0.0015542493927530171 0.0015502371759251784 0.001411535011930837
leaf_count=862 828 482 588 180 181
internal_value=0 0.00173962 0.00527453 0.000382705 -0.00598934
internal_weight=0 0.00774456 0.0059987 0.00451602 0.00296578
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 16
split_gain=5.19303e-05 5.86531e-05 4.35354e-05 0.000113885 8.35114e-05 0.000143197 4.19262e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.00041692918316445715 -0.00053105417080205185 -0.00058874239324386386 0.00071055597996504106 -8.1556109810419848e-05 0.00064290346319850408 -0.00029389735105317443 -4.1981739154931825e-05
leaf_weight=0.0010144269919852089 0.0011889542332190173 0.001148683921676332 0.001118141942349514 0.0018564440408582977 0.0010766143079767331 0.0015032813120605215 0.0010162262978844646
leaf_count=180 1091 394 316 206 457 216 261
internal_value=0 -5.12883e-05 3.88597e-05 0.000216198 -0.000101105 9.70383e-05 -0.000332089
internal_weight=0 0.00890835 0.00674344 0.00297459 0.00376885 0.0025799 0.00216491
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=8
num_cat=0
split_feature=48 12 1 13 52 4 0
split_gain=5.37383e-05 7.21584e-05 4.3644e-05 4.2002e-05 6.86564e-05 4.19365e-05 9.78756e-05
threshold=-0.032929999999999994 0.095330000000000012 0.11588000000000001 -0.084034999999999985 0.10347000000000002 0.08184000000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00043120118285072597 0.00030345553635488509 -0.00060985131500506111 -5.4560552435431208e-05 0.00030265483359657324 0.00038811345417963638 -0.00049227712791459228 -0.00043424544260771463
leaf_weight=0.001005477559802564 0.001865474684585219 0.0011912277235054296 0.0010018509878536933 0.0015007357697569505 0.0011113081325193354 0.0010828753119380492 0.0012874702816764996
leaf_count=180 800 552 103 149 256 178 903
internal_value=0 -4.6641e-05 -0.000356181 5.24915e-05 -4.14729e-05 -0.000164798 -3.76131e-05
internal_weight=0 0.00904094 0.00219308 0.00684786 0.00498239 0.00387108 0.00278821
internal_count=3121 2941 655 2286 1486 1230 1052
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=7
num_cat=0
split_feature=133 160 0 0 16 16
split_gain=1.49946e-05 0.000117364 5.09631e-05 0.000105237 4.81263e-05 3.35464e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 -0.16075999999999999 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4
right_child=1 2 5 -5 -6 -7
leaf_value=0.01146358865685063 -0.025449631045545335 -0.015722627615916075 0.0041320327928537513 0.03178077307188746 0.013686739205540028 -0.018683832116415316
leaf_weight=0.0010105886058047334 0.0016267501964655649 0.0011892998182707346 0.0014282595440678696 0.0015759410602313689 0.0010456569918115164 0.0011742352102989077
leaf_count=649 830 140 173 986 151 192
internal_value=0 -0.00146023 0.00462466 0.0119912 -0.00196303 -0.00616239
internal_weight=0 0.00804014 0.00641339 0.0038109 0.00223496 0.00260249
internal_count=3121 2472 1642 1277 291 365
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=6
num_cat=0
split_feature=42 49 12 52 49
split_gain=1.4334e-05 2.66711e-05 3.93952e-05 6.66759e-05 3.86702e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.095330000000000012 -0.0064899999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0097630393350947343 0.012026129092186817 -0.0157315408471904 -0.015017093046996159 0.020432665382295483 -0.0031431653134254712
leaf_weight=0.0012921655405206504 0.0018664466527760085 0.0012794342751561651 0.0016107323263099939 0.0018526647140434075 0.0011141173842143233
leaf_count=862 381 609 374 708 187
internal_value=0 0.00161628 -0.00170105 0.00335017 0.0115792
internal_weight=0 0.0077234 0.00585695 0.00424622 0.00296678
internal_count=3121 2259 1878 1504 895
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=5.98182e-05 5.91687e-05 0.000111078 6.25484e-05 8.09022e-05 3.60791e-05 7.04582e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.0004499815642233839 -0.00038544153678413877 -0.00068242399277322141 0.00014166950184337805 -5.7281185846134464e-05 0.00065512240156214319 0.00038283663296350133 -0.00025909504409421698
leaf_weight=0.0010097349151715835 0.0012256675316160781 0.0013799414506849366 0.0011552983258266006 0.0012471711216581309 0.0012050306987658672 0.0011657236616980393 0.001507465691520661
leaf_count=180 962 579 316 214 232 427 211
internal_value=0 -5.365e-05 -0.000306888 4.74385e-05 0.000292799 -0.000106882 2.08383e-05
internal_weight=0 0.0088863 0.00253524 0.00635106 0.0024522 0.00389886 0.00267319
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=8
num_cat=0
split_feature=48 12 16 2 13 13 1
split_gain=5.49178e-05 6.58595e-05 5.76434e-05 4.99213e-05 0.000103014 8.58186e-05 0.0001499
threshold=-0.032929999999999994 0.095330000000000012 0.0073350000000000004 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00042997885567707154 -0.00054478872198610788 -0.00064479600670879237 -4.3721199616932473e-06 0.00070404168306261057 -4.7756367956510809e-05 0.00064958907811290948 -0.00030485866132840873
leaf_weight=0.0010144545460550472 0.0011789496862297465 0.0011675392134192942 0.0010058807054720285 0.0011183170090134035 0.001876595792672498 0.0010846445051145167 0.0015181134306951278
leaf_count=180 1091 399 256 316 206 457 216
internal_value=0 -5.13981e-05 -0.000348401 4.38577e-05 0.000232969 -0.000105909 9.28873e-05
internal_weight=0 0.00895004 0.00217342 0.00677662 0.00299491 0.00378171 0.00260276
internal_count=3121 2941 655 2286 522 1764 673
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=7
num_cat=0
split_feature=376 133 43 3 15 47
split_gain=5.44556e-05 5.90837e-05 7.35235e-05 3.64094e-05 7.1451e-05 2.74312e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 -0.053579999999999996 0.086380000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00040428634294391324 0.00042366115268106894 -0.00048116997546474358 0.00016242872443624707 0.00018666880242266447 -0.00047878790500759832 -0.00018838527646826089
leaf_weight=0.0014406186137957116 0.0010139347922018928 0.0011012981358721136 0.0016919506990071831 0.0016220316022737015 0.0018182609652599591 0.0013941855052756428
leaf_count=230 166 1026 213 394 873 219
internal_value=0 -5.54776e-05 3.36651e-06 -8.5131e-05 -0.000171771 1.33076e-05
internal_weight=0 0.00906835 0.00796705 0.00652643 0.00483448 0.00301622
internal_count=3121 2955 1929 1699 1486 613
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=7
num_cat=0
split_feature=484 49 2 0 12 0
split_gain=2.10961e-05 2.71398e-05 3.31135e-05 6.31255e-05 4.88509e-05 2.07393e-05
threshold=0.084040000000000017 0.093655000000000002 0.10912000000000001 0.089620000000000019 0.090455000000000021 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0016924047481930223 0.013658808791177236 0.01346333212408788 0.0082190057322519862 -0.029331838336522278 0.010718969018647188 -0.019838023585556121
leaf_weight=0.0012074966099849479 0.0010021672133130521 0.0010261871310705906 0.0016965281922401753 0.0010862164041750512 0.0017136986998664764 0.0013167092965731301
leaf_count=178 368 353 391 105 658 1068
internal_value=0 -0.00172695 -0.00394726 -0.00782404 -0.00231138 -0.0111578
internal_weight=0 0.00804684 0.00702065 0.00532412 0.0042379 0.00252421
internal_count=3121 2753 2400 2009 1904 1246
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 16
split_gain=6.01122e-05 6.33865e-05 3.07741e-05 7.01652e-05 4.87888e-05 9.5686e-05 3.08441e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00023316821627621922 -0.0004580650416391663 0.00050146797739927622 -0.00045612592273089271 0.00059925549858059113 -0.00025384927501205209 -0.00027852346683281831 0.00015262698898069492
leaf_weight=0.0015579068318135646 0.0010254594804192671 0.0010274924736080439 0.0014405876483459283 0.001260189709503172 0.0015932040702113059 0.0012651034723403457 0.0011253561330716901
leaf_count=201 609 322 1170 124 166 277 252
internal_value=0 4.22402e-05 -1.50072e-05 -7.28481e-05 3.24457e-05 0.00015739 0.000388563
internal_weight=0 0.00926984 0.00824235 0.00668444 0.00524385 0.00365065 0.00238555
internal_count=3121 2512 2190 1989 819 653 376
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=7
num_cat=0
split_feature=484 160 52 12 0 48
split_gain=1.7056e-05 2.68101e-05 4.16842e-05 5.54372e-05 4.64234e-05 7.02757e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.085845000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.015816938124618821 0.012267056984593629 -0.023362616477007596 0.019173596931801956 0.020486410750238819 -0.012735827851309068 -0.0090509428492504488
leaf_weight=0.0011335714393671875 0.0010029628191308296 0.0010467231712779131 0.0010452302146189375 0.0019928026017379166 0.0014776053498949289 0.0013519550650811212
leaf_count=632 368 306 203 1130 269 213
internal_value=0 -0.00156223 0.00077477 -0.00250189 0.00202606 0.00854738
internal_weight=0 0.00804789 0.00691432 0.00586909 0.00482236 0.00334476
internal_count=3121 2753 2121 1918 1612 1343
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=8
num_cat=0
split_feature=376 133 43 4 47 15 3
split_gain=6.06933e-05 5.51832e-05 6.0877e-05 4.26692e-05 8.35129e-05 4.48895e-05 0.000105681
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.033174999999999989 0.092530000000000015 -0.21699999999999997 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00037056426347562189 0.00045074010678482397 -0.00047166676972325945 -0.00035401513284145832 -0.00015563817246337446 -0.00047849671776195785 -2.5451597968185056e-05 0.00079156248638311087
leaf_weight=0.0014162617333576552 0.0010185437460142081 0.0010725160245363121 0.0016176781234520151 0.0012488612573772601 0.0010394803083558822 0.0015362784330450693 0.0010081277997109166
leaf_count=230 166 1026 852 177 171 386 113
internal_value=0 -5.44343e-05 2.44963e-06 -7.8374e-05 1.38921e-05 0.000148823 0.00029826
internal_weight=0 0.0089392 0.00786669 0.00645043 0.00483275 0.00379327 0.00254441
internal_count=3121 2955 1929 1699 847 676 499
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 47 16
split_gain=7.91955e-05 4.39106e-05 6.76365e-05 4.94428e-05 8.80412e-05 4.4441e-05 2.58997e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.094465000000000007 0.092530000000000015 -0.074319999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0003817358355612663 0.00051692362340664008 -0.00042311293926413214 0.00019854792186872562 -0.00054543612334107797 -4.588805646438653e-05 -0.00032217205386160736 0.000394121779769513
leaf_weight=0.0014260448467210704 0.0010339265926881695 0.0010998490662591691 0.0016945355881531187 0.0017279967456488936 0.0010285962441213118 0.0010465777157917075 0.0010286620837368196
leaf_count=230 166 1026 213 986 167 141 192
internal_value=0 -5.58991e-05 -5.11205e-06 -8.96403e-05 -0.000190709 6.77863e-06 0.000174124
internal_weight=0 0.00905226 0.00795241 0.00652637 0.00483183 0.00310384 0.00205726
internal_count=3121 2955 1929 1699 1486 500 359
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=9
num_cat=0
split_feature=1 40 1 52 52 12 2 4
split_gain=9.11979e-05 7.32474e-05 6.86966e-05 6.93071e-05 5.95178e-05 4.74264e-05 4.53449e-05 5.04477e-05
threshold=0.13686500000000004 -0.013874999999999998 0.11669000000000002 -0.088204999999999992 0.10160000000000001 0.089410000000000003 0.096325000000000008 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00036036694766192244 0.00053414950797522182 -0.00050685944230414309 -0.00053121085831025875 0.0004869083119645154 -0.00037087702530862285 0.00042143326391058688 -0.00028754174008778326 -0.00012776369075664007
leaf_weight=0.0013395736716316628 0.0010821882712015373 0.0011004733263913422 0.0013922277130402521 0.001024716300695207 0.0011559789445144322 0.0014471946508418671 0.001313378874973709 0.001028695406505893
leaf_count=262 169 554 152 659 501 566 122 136
internal_value=0 -6.56566e-05 -0.000133093 -5.47001e-05 2.86487e-05 0.000124587 -3.01126e-06 0.000178977
internal_weight=0 0.00980224 0.00846267 0.00707044 0.00596996 0.00481399 0.00336679 0.00205341
internal_count=3121 2952 2690 2538 1984 1483 917 795
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=8
num_cat=0
split_feature=50 15 160 12 2 13 150
split_gain=6.45535e-05 6.40089e-05 4.59109e-05 8.08203e-05 5.44751e-05 8.63562e-05 5.6878e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 0.084055000000000005 -0.11122999999999998 0.081835000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00050292626464103478 -0.00046928004330209643 0.00031025400200641412 -0.00057279369274175148 0.00029624759824189794 0.0002921860358526364 -0.00059037424823714239 -5.4967400893871672e-06
leaf_weight=0.0010654159573488852 0.0010184992255608391 0.0014393004300022457 0.0010594680401158022 0.0018261028310409162 0.0013277408611679685 0.0014003361756886642 0.0011761846974824742
leaf_count=218 609 532 191 313 103 1047 108
internal_value=0 5.07024e-05 -7.84646e-06 -7.5277e-05 1.67072e-05 -0.00011404 -0.000323377
internal_weight=0 0.00929455 0.00822913 0.00678983 0.00573036 0.00390426 0.00257652
internal_count=3121 2512 2294 1762 1571 1258 1155
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=7
num_cat=0
split_feature=0 0 15 2 150 16
split_gain=1.94584e-05 4.74445e-05 3.75981e-05 2.81105e-05 2.56968e-05 4.02541e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.03241999999999999 0.10097500000000002 0.081835000000000019 -0.27167499999999994
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.018650820318369201 0.020845869948056608 -0.021753621859355837 0.0074850457453384733 -0.013670525915358125 0.013017664064139414 0.0052647133225985051
leaf_weight=0.0011516910290699618 0.0011200709609759225 0.0011637226443520976 0.0015553040523672461 0.0010535446477314022 0.0012593062108771408 0.0018097297541245039
leaf_count=181 234 1936 157 182 172 259
internal_value=0 -0.00387676 0.00552113 -0.00105832 0.00105218 -0.00403599
internal_weight=0 0.00538445 0.00372892 0.00260885 0.00422073 0.00296142
internal_count=3121 2548 573 339 612 440
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=8
num_cat=0
split_feature=42 49 2 51 160 3 12
split_gain=1.67069e-05 3.91591e-05 3.8119e-05 2.64486e-05 4.73298e-05 3.14541e-05 4.91902e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.020580000000000005 -0.071139999999999995 0.11296500000000002 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.023314029917540238 -0.010971662558625458 0.028273955379251793 0.0017845554877869295 -0.008189598838809993 0.02413462796360423 -0.010727520393045373 -0.0050004734106015303
leaf_weight=0.0010419156227558608 0.0012096179487078645 0.0010524380813386118 0.0014434381574568358 0.0010066118646370531 0.0012264263342814472 0.0010154913954602751 0.0010985651085136275
leaf_count=306 630 362 270 305 183 80 985
internal_value=0 0.00164996 -0.00873733 0.00643114 0.00978139 0.0039552 0.0103682
internal_weight=0 0.00788489 0.00248535 0.00539953 0.00439292 0.00334048 0.00232499
internal_count=3121 2491 576 1915 1610 1248 1168
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=8
num_cat=0
split_feature=1 42 16 16 52 2 2
split_gain=1.60191e-05 4.25777e-05 5.42024e-05 5.0903e-05 6.43024e-05 3.67749e-05 2.71784e-05
threshold=0.12500000000000003 0.075730000000000006 -0.29154999999999992 -0.013324999999999998 -0.0080349999999999987 0.097845000000000015 0.086590000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -3
right_child=-2 6 3 5 -6 -7 -8
leaf_value=0.02355964140436043 0.0088318124771606058 -0.02581132344021483 0.0042184443851159773 -0.0050646215230008137 -0.031149106192172843 0.021405696955675124 -0.0035748393999937549
leaf_weight=0.0010235025515010678 0.0016669677359294538 0.0010015341086732001 0.0010368388805870169 0.0010015657186799544 0.0010195630886793349 0.001102680425877758 0.0012182555571156118
leaf_count=145 279 651 126 256 619 253 792
internal_value=0 -0.00201868 0.00294355 -0.00212792 -0.0133168 0.00880652 -0.0136076
internal_weight=0 0.00740394 0.00518415 0.00416065 0.0020564 0.00210425 0.00221979
internal_count=3121 2842 1399 1254 745 509 1443
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=9
num_cat=0
split_feature=48 150 52 2 13 2 0 1
split_gain=5.72866e-05 5.71318e-05 4.33638e-05 7.69325e-05 3.76961e-05 6.86024e-05 3.70409e-05 3.66063e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 0.091265000000000013 -0.073839999999999975 0.086950000000000013 -0.08824499999999999 0.10205500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 -7
right_child=1 -3 4 -5 5 7 -8 -9
leaf_value=0.00042597994662064959 -9.5519421948625879e-05 -0.00044530015349442191 -0.00014200407448016091 0.00061714644108129557 0.00012373156136220875 -0.0007053234089031185 0.00035706998506047769 -0.00017908932776845781
leaf_weight=0.0010618583561066873 0.0012748712378515238 0.0012468696380500662 0.0011429914942233704 0.0010721167247308868 0.0013543220762180274 0.0010308795986914473 0.0011440362831470589 0.0010024271945793298
leaf_count=180 364 229 343 420 497 496 498 94
internal_value=0 -5.48326e-05 5.86095e-06 0.00023003 -8.68535e-05 -0.000218163 0.000107647 -0.000445888
internal_weight=0 0.00926851 0.00802164 0.00234699 0.00567466 0.00338763 0.00228703 0.00203331
internal_count=3121 2941 2712 784 1928 1087 841 590
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=9
num_cat=0
split_feature=1 52 12 47 4 48 13 16
split_gain=0.000100845 6.7291e-05 0.000102719 7.47583e-05 7.25362e-05 6.40701e-05 0.00011149 5.0781e-05
threshold=0.13686500000000004 -0.081429999999999989 0.098810000000000023 0.092710000000000015 -0.033174999999999989 0.085845000000000019 0.0076650000000000008 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00012619486328416805 0.00056319831934178641 0.00058596657737034212 -0.00059268161862529591 -0.00050154627486201191 0.00061153714639827956 -0.00033384910853719561 -0.00034722867961842305 4.1373212303758827e-05
leaf_weight=0.0010217698760235537 0.0010603416956088225 0.0017949456499513708 0.0016347080141318375 0.0011140747191587851 0.0010278854518397992 0.0012216900771764962 0.0011083131263847109 0.0010395327832138578
leaf_count=338 169 1027 322 177 397 175 155 361
internal_value=0 -7.28586e-05 -0.000154871 -4.08806e-05 0.000243772 5.84935e-05 0.000180062 0.000386239
internal_weight=0 0.00996292 0.00791326 0.00627856 0.00204966 0.00516448 0.00394279 0.00283448
internal_count=3121 2952 2217 1895 735 1718 1543 1388
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=7
num_cat=0
split_feature=0 0 15 13 1 3
split_gain=1.45843e-05 3.43389e-05 3.3303e-05 2.57206e-05 2.3904e-05 4.84498e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.03241999999999999 0.043850000000000007 0.091615000000000016 0.11924500000000002
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.010632667326210717 0.01919997229454019 -0.018609944276915605 -0.0098992517603818803 0.010259715359072243 0.015433706707545836 -0.011227690335108544
leaf_weight=0.0012729173518801901 0.0011191948147725888 0.001159349615917642 0.0015071049083110748 0.0010911459466299567 0.0018793144827645302 0.0010694759052527346
leaf_count=265 234 1936 209 130 211 136
internal_value=0 -0.00336605 0.00477859 -0.00143341 0.000820175 0.00576407
internal_weight=0 0.00538106 0.00371745 0.00259825 0.00422171 0.00294879
internal_count=3121 2548 573 339 612 347
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 12
split_gain=1.45262e-05 3.57924e-05 3.97863e-05 2.24701e-05 4.30037e-05 2.9269e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.0016099999999999997 0.081420000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0037977743674290918 -0.010233194055912852 0.023178616216074338 -0.021528743287389115 0.016472159001372177 -0.011894369457860252 0.0010309360385198781
leaf_weight=0.0012884041448175078 0.0012103977079371006 0.0010040996705978212 0.0011961167823279347 0.0015079592496538533 0.0014037716485720735 0.0014706250261602377
leaf_count=434 630 166 142 239 401 1109
internal_value=0 0.00153403 -0.00839511 0.00611388 0.00208658 0.0100172
internal_weight=0 0.00787098 0.00248452 0.00538646 0.0038785 0.00247472
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=9
num_cat=0
split_feature=1 15 43 3 52 52 4 4
split_gain=7.81438e-05 5.39694e-05 8.47669e-05 8.07075e-05 6.47695e-05 6.04033e-05 0.000101087 4.88414e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 -0.03694999999999999 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -7 -8
right_child=-2 2 4 -5 -6 6 7 -9
leaf_value=-0.0007388243515861414 0.00051060304625294233 0.00051706150325993956 -0.00030977141121535834 2.9454580592494366e-05 -0.00043075303793371994 0.00057548128222089658 -0.00039980603103838183 0.00020392113957509194
leaf_weight=0.001013724705472346 0.0010087176439957648 0.0011021308618923836 0.0013816439933849174 0.0010919713288858289 0.001483179191754485 0.0014285314994754213 0.0010486086080536202 0.001012769519127213
leaf_count=204 169 158 569 169 591 887 229 145
internal_value=0 -6.32081e-05 1.50693e-05 -0.00034041 -7.19935e-05 3.72334e-05 0.000174611 -0.000103191
internal_weight=0 0.00956256 0.00745686 0.0021057 0.00635473 0.00487155 0.00348991 0.00206138
internal_count=3121 2952 2579 373 2421 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=8
num_cat=0
split_feature=1 15 3 12 52 3 4
split_gain=8.66097e-05 5.40661e-05 5.63824e-05 5.11005e-05 5.93471e-05 4.91525e-05 4.42201e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.034684999999999994 0.090455000000000021 0.089325000000000015 -0.10023499999999998 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -3
right_child=-2 3 -4 5 -6 -7 -8
leaf_value=-0.00068298702719452563 0.0005322165482885726 0.00020655559655182999 -3.7157979084696547e-05 0.00053226641602506486 -0.00052382514221896849 -5.9351207048323961e-06 -0.00021561783610447567
leaf_weight=0.0010094273202227461 0.0010125797480450395 0.0019600136718808934 0.0010712840938477694 0.0011426898220093299 0.0010574047135936257 0.0015205214596996557 0.0018582497065623067
leaf_count=206 169 985 167 196 293 804 301
internal_value=0 -7.06638e-05 -0.000350473 6.56275e-06 -0.000112747 0.000224988 1.09474e-06
internal_weight=0 0.00961959 0.00208071 0.00753888 0.00487567 0.00266321 0.00381826
internal_count=3121 2952 373 2579 1579 1000 1286
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=8
num_cat=0
split_feature=48 12 16 13 12 48 0
split_gain=5.67513e-05 5.09266e-05 6.87111e-05 5.54699e-05 5.78796e-05 5.88204e-05 5.03727e-05
threshold=-0.032929999999999994 0.095330000000000012 0.052820000000000013 -0.084034999999999985 -0.010834999999999999 0.016865000000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0004331538147251763 0.00031793167392465347 -0.00063050032846694807 6.5282390617635517e-05 0.00033680275670981837 -0.00010679309379948149 7.010218554141932e-05 -0.00071688234975379793
leaf_weight=0.0010222378702628267 0.0018618845054974064 0.0011981636155153266 0.0010020451813315409 0.0010176005918026377 0.0010358988536873224 0.0018097830275788465 0.0010454133265197253
leaf_count=180 800 416 239 253 95 229 909
internal_value=0 -5.44589e-05 -0.000313619 2.97592e-05 -7.95455e-05 -0.000188429 -0.000413232
internal_weight=0 0.00897079 0.00220021 0.00677058 0.0049087 0.0038911 0.00208131
internal_count=3121 2941 655 2286 1486 1233 1004
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=9
num_cat=0
split_feature=1 150 150 52 0 15 13 1
split_gain=6.80416e-05 4.94534e-05 5.00472e-05 5.77699e-05 9.6317e-05 6.41784e-05 5.00881e-05 4.85346e-05
threshold=0.13686500000000004 0.10605000000000002 0.076925000000000007 0.11434500000000002 -0.076234999999999983 -0.015039999999999998 0.0076650000000000008 0.11039500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00012244204645574569 0.00048263226942902199 -0.00042830993080314277 0.00040855081987094239 -0.00047585265075880852 0.00048915430394025241 0.00014776091702634888 -4.0763238223453451e-05 -0.0007220089266035324
leaf_weight=0.0010384477315753746 0.001004434071515274 0.0011873960708408569 0.0010100248908340376 0.0010790953670912415 0.001726713279686021 0.00119805781938164 0.0011375503194817115 0.0010378814487689756
leaf_count=506 169 166 235 432 472 883 182 76
internal_value=0 -5.42361e-05 -2.51357e-07 -5.74576e-05 1.60908e-05 -0.000213623 0.000278696 -0.000422144
internal_weight=0 0.00941517 0.00822777 0.00721775 0.00613865 0.00327439 0.00286426 0.00207633
internal_count=3121 2952 2786 2551 2119 1465 654 582
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=7
num_cat=0
split_feature=42 43 0 4 47 3
split_gain=1.55989e-05 2.78293e-05 4.32956e-05 2.80818e-05 4.51726e-05 6.38522e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.033174999999999989 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010173622413040172 -0.0023572673630474291 -0.012642567694592361 0.025917439824300122 -0.0053947333513684574 -0.015707373420272033 0.024097916423831613
leaf_weight=0.0013057219603837917 0.0011239926171215905 0.0017370729896315825 0.0010451191860061202 0.0015176656062930306 0.0010029240876668994 0.0014218147549775154
leaf_count=862 847 668 194 245 119 186
internal_value=0 0.00163065 0.011266 -0.00204931 0.00261822 0.00887074
internal_weight=0 0.00784859 0.00216911 0.00567948 0.0039424 0.00293948
internal_count=3121 2259 1041 1218 550 431
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=7
num_cat=0
split_feature=2 15 16 52 0 0
split_gain=1.69497e-05 2.59108e-05 5.55531e-05 6.30962e-05 7.65487e-05 7.48593e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.27167499999999994 1.0000000180025095e-35 -0.10607499999999999 -0.026509999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.011198814137927383 0.012279606841992979 -0.022731062509750519 0.0056212129696720185 0.033339804634267806 -0.024846424491014117 -0.0035175538249695598
leaf_weight=0.0011688512616485911 0.0011370816795972299 0.0012880171931231813 0.0017916425614430563 0.0010174432356735523 0.0015278498528453627 0.0012021609531284374
leaf_count=199 278 222 220 897 1235 70
internal_value=0 -0.00169669 -0.0040245 0.000325376 -0.00840201 0.0133775
internal_weight=0 0.0079642 0.00682711 0.0055391 0.00331949 0.0022196
internal_count=3121 2922 2644 2422 1455 967
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=8
num_cat=0
split_feature=52 13 15 3 150 15 2
split_gain=1.97179e-05 4.34198e-05 5.25854e-05 3.7757e-05 3.81013e-05 9.48546e-05 2.55107e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.092334999999999987 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.002554987141290317 -0.011604011006787561 0.032157975764656566 0.027413869580539426 -0.018547226169107655 -0.014519210398987093 -0.015253218507397699 0.006637253384554522
leaf_weight=0.0011130057952924469 0.0012692733229152523 0.0010164683108973725 0.0012353577586021048 0.0012206334284272924 0.0011117271860852738 0.0011311955434067369 0.0010056565639183874
leaf_count=462 501 301 314 133 158 827 425
internal_value=0 0.00183168 0.0132101 -0.00303933 0.00139895 0.00701102 -0.00495101
internal_weight=0 0.00783404 0.00234836 0.00548568 0.00426505 0.00315332 0.00213685
internal_count=3121 2620 776 1844 1711 1553 1252
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=8
num_cat=0
split_feature=1 12 0 0 0 3 1
split_gain=8.42781e-05 5.54934e-05 5.5863e-05 5.99837e-05 5.88117e-05 4.556e-05 6.38832e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 0.14486500000000005 -0.11437499999999999 0.11924500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00015502862066017916 0.00053191061728923505 -0.00036990653992384292 0.00053899603904265813 -8.1009214213788048e-05 -0.00043756503163785765 -0.00030001466758767164 0.00046336913304215519
leaf_weight=0.0012231133837251401 0.00100200070563805 0.001857852558822543 0.0013070699531105017 0.0011089122739394055 0.0014764590630653492 0.0011477463146035011 0.0013524167768066339
leaf_count=184 169 439 300 51 1732 87 159
internal_value=0 -6.60675e-05 8.05393e-06 0.00025442 -0.000106416 2.49001e-05 0.000169693
internal_weight=0 0.00947357 0.00761572 0.00241598 0.00519974 0.00372328 0.00257553
internal_count=3121 2952 2513 351 2162 430 343
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=7
num_cat=0
split_feature=1 12 2 13 1 13
split_gain=1.62265e-05 4.34804e-05 4.1861e-05 6.81581e-05 5.63353e-05 5.1949e-05
threshold=0.12500000000000003 0.098810000000000023 0.096015000000000017 -0.033284999999999988 0.089175000000000018 -0.00051499999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.026494455332121487 0.008817951455599566 -0.019701968423662425 0.026094071583599804 0.019906108762958161 -0.012934871783013648 -0.00078214082397063561
leaf_weight=0.0011267793168960325 0.0016843337408960863 0.001174963371664073 0.0011807006208745573 0.0010794112529843034 0.001012093349044051 0.001839904111185872
leaf_count=1103 279 414 349 550 155 271
internal_value=0 -0.00205517 0.00126824 -0.00666747 0.00401413 0.00972329
internal_weight=0 0.00741385 0.00623889 0.00321828 0.0020915 0.0030206
internal_count=3121 2842 2428 1808 705 620
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=7
num_cat=0
split_feature=52 13 15 3 2 16
split_gain=1.65055e-05 3.71508e-05 4.60364e-05 3.14417e-05 3.37479e-05 3.08799e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.089775000000000008 -0.059624999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0024959951787157644 -0.010612474841859162 -0.018922526938944129 0.025628386878215767 -0.016977258403658716 0.011600857372163317 0.0036905099433831769
leaf_weight=0.0011103554321325961 0.0012695634154542487 0.0010928221837944521 0.0012231638851376478 0.0012197245045076077 0.0018063784757746957 0.001349765246627113
leaf_count=462 501 569 314 133 734 408
internal_value=0 0.00168242 0.012246 -0.00282511 0.00123745 -0.00642664
internal_weight=0 0.00780221 0.00233352 0.00546869 0.00424897 0.00244259
internal_count=3121 2620 776 1844 1711 977
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=8
num_cat=0
split_feature=48 12 16 1 3 4 0
split_gain=6.44556e-05 4.96247e-05 9.23578e-05 5.29436e-05 0.000127553 7.818e-05 4.011e-05
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.094385000000000011 0.10732000000000001 -0.15764999999999998 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00045283507896390829 0.0002376509858426133 -0.00063118794640590673 0.00013851226043660707 0.00061496330870994959 -0.00015462631883665328 -0.00011080032514360039 -0.00065197734715101777
leaf_weight=0.0010662900312271911 0.0012944569877899599 0.0013770105202265005 0.0010613166555816572 0.001559310843324886 0.0017654843807858181 0.0010802741422356698 0.001027231554484153
leaf_count=180 113 510 289 371 191 139 1328
internal_value=0 -5.65206e-05 -0.000296165 3.03461e-05 0.000206307 -0.000141623 -0.000374579
internal_weight=0 0.00916509 0.00243833 0.00672676 0.0033248 0.00340196 0.00210751
internal_count=3121 2941 799 2142 562 1580 1467
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=6
num_cat=0
split_feature=1 4 3 3 12
split_gain=2.04937e-05 3.92512e-05 4.8983e-05 3.50147e-05 0.000104486
threshold=0.094385000000000011 -0.15764999999999998 0.013900000000000001 0.11296500000000002 0.090995000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.0058673748268222945 0.02784300980204793 -0.027971994595175256 0.0014238482504642963 -0.0078294278892203969 -0.0071774053955175792
leaf_weight=0.0017586104841688082 0.0016702920681151276 0.0011950582963326023 0.0010783621996487414 0.0016325131884699687 0.0017389022742372692
leaf_count=150 388 1929 99 228 327
internal_value=0 -0.00535073 -0.0140285 0.00421355 0.00998041
internal_weight=0 0.00403203 0.00227342 0.00504171 0.00340919
internal_count=3121 2178 2028 943 715
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 2 15
split_gain=5.8741e-05 5.35732e-05 0.000100834 7.24825e-05 6.37536e-05 3.08074e-05 3.50311e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 0.090935000000000016 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00044370434913112809 -0.00019825532329963917 -0.00065108154133915349 0.00013585016994014111 -4.8441196725528067e-07 0.00062868343373215121 -0.00037570340476248115 0.00025424110546474983
leaf_weight=0.001030549196650298 0.0015213226529141445 0.0013743942068062817 0.0011497065046409654 0.0012660655962471908 0.0012119204710180258 0.0012466740118419984 0.0011588373093694977
leaf_count=180 500 579 316 214 232 245 855
internal_value=0 -5.07026e-05 -0.000292641 4.46437e-05 0.000307226 -0.000121056 -2.60665e-06
internal_weight=0 0.00892892 0.0025241 0.00640482 0.00247799 0.00392683 0.00268016
internal_count=3121 2941 895 2046 446 1600 1355
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=8
num_cat=0
split_feature=147 52 13 3 15 4 16
split_gain=1.79844e-05 4.01734e-05 4.5686e-05 4.36762e-05 5.72592e-05 3.67915e-05 2.65224e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.095244999999999982 -0.097604999999999983 -0.085254999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0020477404891696333 0.011449430319725933 -0.018893288576558757 0.018716844996555581 -0.022566695136903295 0.0031144826774449344 -0.022368831073351303 0.023956259889473371
leaf_weight=0.0011062275435851933 0.0011859176220828443 0.0011659634912131499 0.0011798059013823623 0.0010371328635835619 0.0012531459105473714 0.0010340311517809543 0.0011040517118017143
leaf_count=335 183 496 283 93 224 1105 402
internal_value=0 -0.00175934 0.00121599 -0.0045624 0.000823505 -0.00840651 0.0129912
internal_weight=0 0.00788036 0.0067144 0.00450412 0.00346698 0.00228718 0.00221028
internal_count=3121 2938 2442 1705 1612 1329 737
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=8
num_cat=0
split_feature=48 3 2 1 3 3 43
split_gain=6.03655e-05 5.77444e-05 0.000143539 7.49523e-05 9.98514e-05 5.49293e-05 4.12403e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 0.10732000000000001 0.090900000000000009 -0.092909999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=0.00044375951932948139 -0.00084634915180642944 -0.0005097969243245767 -0.00025734461464526612 0.00063184864090055698 -5.9483764528755543e-05 8.5040619574048234e-05 0.00028927065795862844
leaf_weight=0.001036385757772062 0.0010855020512024385 0.0011454595659351188 0.0010100421412785336 0.0014851524912216866 0.001749349205339275 0.0012461918973782626 0.0011180926674617462
leaf_count=180 513 526 254 389 198 83 978
internal_value=0 -5.64326e-05 -0.000266119 6.33397e-05 0.000257948 -0.000199851 2.98395e-05
internal_weight=0 0.00883979 0.00321364 0.00562615 0.0032345 0.00239165 0.00212813
internal_count=3121 2941 1745 1196 587 609 1232
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=8
num_cat=0
split_feature=50 484 1 457 0 2 2
split_gain=7.90172e-05 5.90174e-05 3.9787e-05 5.79103e-05 5.21062e-05 9.30242e-05 4.60169e-05
threshold=0.086580000000000004 0.084040000000000017 0.12500000000000003 0.045365000000000009 -0.060129999999999996 0.10097500000000002 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00050006511287683522 -0.00052863977840834203 0.00048943390733305022 0.00027336417243479849 0.00032197643723668335 0.00044304134340253284 -0.00035868919037237594 -3.0122625314636003e-05
leaf_weight=0.0019924834544389862 0.0010106070949182167 0.001037574315652102 0.001582959420709803 0.001183241175540365 0.0012138586863585839 0.0010273265871965649 0.0013397737489572849
leaf_count=1195 579 322 192 209 114 204 306
internal_value=0 4.84252e-05 -6.44274e-06 -7.19961e-05 -0.000155636 7.55398e-05 -0.000311119
internal_weight=0 0.00937722 0.00833964 0.00675668 0.00557344 0.00224119 0.00333226
internal_count=3121 2542 2220 2028 1819 318 1501
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 0
split_gain=6.2557e-05 7.42246e-05 7.86746e-05 5.33948e-05 7.34716e-05 4.82778e-05 9.45913e-05
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00044655483636087714 -0.00041323081962071261 -0.00066744379724122604 5.2434127334547169e-05 -5.5888121295896007e-05 0.00061512170097891689 -0.00026798629225552426 0.00045268167302110187
leaf_weight=0.0010489915302405598 0.0012418639423990019 0.0013509370474791454 0.001027713054380859 0.0012813531600538778 0.0012291962059752268 0.0015856491541605762 0.0012540021307849349
leaf_count=180 1018 510 289 218 242 541 123
internal_value=0 -5.9498e-05 -0.000356415 4.76403e-05 0.000272647 -9.07616e-05 5.02638e-05
internal_weight=0 0.00897071 0.00237865 0.00659206 0.00251055 0.00408152 0.00283965
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=9
num_cat=0
split_feature=1 4 0 15 3 48 4 2
split_gain=9.54159e-05 5.99325e-05 8.74478e-05 6.21937e-05 8.58685e-05 8.29596e-05 8.65504e-05 8.34353e-05
threshold=0.13686500000000004 -0.49405499999999997 0.051010000000000007 -0.11713499999999999 -0.03694999999999999 0.086260000000000017 0.076415000000000025 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=-0.00051481315827957958 0.00055499872734556162 -0.00079466061746360942 0.00047650338875501801 -0.00046430874357578994 1.6404896696542344e-06 -0.00039705925003220149 0.00058750341192740046 0.00023575186233600973
leaf_weight=0.0010319494512232149 0.0010467206368552666 0.0010030743564699834 0.0011995272027784864 0.0010644687755006479 0.0010825194833532989 0.0013819302764049475 0.0012524546670345813 0.0016996760955552926
leaf_count=154 169 199 106 552 167 277 190 1307
internal_value=0 -6.80799e-05 -1.4991e-05 -9.37658e-05 -0.000381344 1.7333e-05 0.000159907 -3.38406e-05
internal_weight=0 0.0097156 0.00868365 0.00748412 0.00208559 0.00539853 0.0040166 0.00276414
internal_count=3121 2952 2798 2692 366 2326 2049 1859
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=6.4976e-05 7.80737e-05 7.35344e-05 5.09498e-05 7.22171e-05 4.87411e-05 0.000115529
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00045344476377099047 -0.00046306130264009323 -0.00066321964997370848 2.9297383741756396e-05 -5.9842692902953378e-05 0.00060539186548740315 0.00037693393113755061 -0.00038554689428548509
leaf_weight=0.0010427904120455548 0.0010060951635228093 0.0013732378399902757 0.0010329246627272957 0.0012787853084987194 0.0012317280823069773 0.0016981458470999597 0.0013888428248537393
leaf_count=180 317 510 289 218 242 1016 349
internal_value=0 -6.35536e-05 -0.000365934 4.66251e-05 0.00026654 -8.82608e-05 3.38922e-05
internal_weight=0 0.00900976 0.00240616 0.0066036 0.00251051 0.00409308 0.00308699
internal_count=3121 2941 799 2142 460 1682 1365
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=7
num_cat=0
split_feature=1 12 52 4 2 43
split_gain=2.0374e-05 3.7941e-05 3.73602e-05 5.78712e-05 6.72203e-05 5.35313e-05
threshold=0.12500000000000003 0.098810000000000023 -0.087769999999999987 -0.0016099999999999997 0.098035000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016735131548339943 0.0098308018300497131 -0.018766490286567197 -8.1307690833489236e-05 -0.020821790816031988 0.0097269913760754598 0.030064916989641505
leaf_weight=0.0010189237964786458 0.0016970809656820978 0.0011791897600624702 0.0011186948719949853 0.0014195292964106995 0.0014622993435761227 0.001244106796102081
leaf_count=529 279 414 984 335 247 333
internal_value=0 -0.00231117 0.000786744 0.00419088 -0.00532071 0.0157918
internal_weight=0 0.00744274 0.00626355 0.00524463 0.00288183 0.0023628
internal_count=3121 2842 2428 1899 582 1317
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=8
num_cat=0
split_feature=1 52 1 16 3 2 16
split_gain=8.7194e-05 4.46069e-05 5.251e-05 6.266e-05 9.559e-05 9.39754e-05 9.20905e-05
threshold=0.13686500000000004 -0.081429999999999989 0.11910500000000002 -0.25582999999999995 -0.080289999999999986 0.090935000000000016 0.0047850000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00020353400709442919 0.00053731150867123681 0.00065177522219945128 -0.0005337843777285413 0.00013121162985529225 -0.00015231295546996941 -0.0009135805562628653 -0.00013475869098856496
leaf_weight=0.0019367273776240311 0.001034581634651143 0.0010004931633794106 0.0010638951444301679 0.0018053102414594133 0.0013161795340327093 0.0010046726939500364 0.0013930948210178239
leaf_count=735 169 120 142 1234 159 416 146
internal_value=0 -6.20541e-05 -0.000129881 -6.39715e-05 0.000194946 -0.000206683 -0.000461088
internal_weight=0 0.00952037 0.00758365 0.00651975 0.00231667 0.00420308 0.00239777
internal_count=3121 2952 2217 2075 279 1796 562
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=6
num_cat=0
split_feature=4 2 2 52 15
split_gain=2.05944e-05 3.88717e-05 3.98986e-05 3.41178e-05 2.33152e-05
threshold=0.0061450000000000003 0.10855000000000002 0.086950000000000013 -0.049749999999999996 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=0.0031607493924332465 0.018398680325995849 0.011531634577299431 -0.019724307859152555 -0.0092120023955832072 0.0068685931732066705
leaf_weight=0.0012613429813021256 0.001279216126442368 0.0010492210893585999 0.0019236824331682987 0.0016829252074744667 0.0019421838761832946
leaf_count=1044 218 269 921 300 369
internal_value=0 -0.00516202 -0.0106613 0.00435796 -0.000596683
internal_weight=0 0.00423425 0.00318503 0.00490433 0.00362511
internal_count=3121 2234 1965 887 669
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=8
num_cat=0
split_feature=14 15 4 15 2 4 16
split_gain=9.24763e-05 9.05257e-05 6.62676e-05 0.000103148 6.56026e-05 5.85362e-05 8.93512e-05
threshold=-0.074569999999999984 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11093500000000002 0.0052350000000000009 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00058279399407480637 0.00055616554106288423 0.00057167840556979785 -0.00044319975140087048 -0.00066510008690835395 0.00029721875375437361 0.00016049567602945851 -2.5708435492034665e-05
leaf_weight=0.001002630827117954 0.0011627664073096114 0.0011963974536735207 0.0012548453448947396 0.0015040460584482588 0.0015410008357402312 0.0014676345717866092 0.0019040327739420942
leaf_count=149 231 223 148 1342 307 241 480
internal_value=0 4.17488e-05 -2.57015e-05 4.31134e-05 -5.54376e-05 -0.000166897 -0.000307883
internal_weight=0 0.0100307 0.00886796 0.00761311 0.00641671 0.00487571 0.00340808
internal_count=3121 2972 2741 2593 2370 2063 1822
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=7
num_cat=0
split_feature=2 4 16 4 13 15
split_gain=1.77893e-05 2.95424e-05 2.6777e-05 5.18122e-05 5.07758e-05 4.86926e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.27167499999999994 0.0061450000000000003 -0.084034999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.011409942288254815 -0.019268804247973989 0.012172952325220893 0.0071814820799432832 0.011778992820065025 -0.00082268288829444108 -0.029340819907977544
leaf_weight=0.0011780158343169785 0.0010273071031228608 0.0012788367762883281 0.001336461356417649 0.0018933938912196928 0.0010512783704290029 0.0013907870075185807
leaf_count=199 161 259 602 365 530 1005
internal_value=0 -0.00175474 -0.00441344 -0.00172281 -0.00848847 -0.0170641
internal_weight=0 0.00797806 0.00669923 0.00567192 0.00377853 0.00244207
internal_count=3121 2922 2663 2502 2137 1535
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=9
num_cat=0
split_feature=50 15 52 47 16 4 4 12
split_gain=7.4706e-05 0.000109271 5.36834e-05 7.55772e-05 6.04043e-05 9.51624e-05 7.74214e-05 6.46172e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.094359999999999986 -0.034939999999999992 0.181285 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00064588463724740577 -0.00050555559131804659 -0.00043694093980570616 -0.0004942237149399496 -0.00040413252085131241 -0.00030755956903987273 0.00067363297572081975 0.00023355686281124245 0.00037678749163588219
leaf_weight=0.0010637519566633708 0.0010152068611709421 0.0010465594184955436 0.0010934591200751518 0.0012238962909281717 0.0010939633190947676 0.0014670689869118432 0.0011562046481858297 0.0010298238241759951
leaf_count=218 609 463 207 173 529 464 162 296
internal_value=0 5.50009e-05 -2.24933e-05 3.89051e-05 0.000131745 0.000289578 -0.000120184 2.42801e-05
internal_weight=0 0.00917473 0.00811098 0.00706442 0.00584052 0.00359086 0.00224966 0.00212379
internal_count=3121 2512 2294 1831 1658 1289 369 825
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=1.53924e-05 2.86788e-05 3.91867e-05 4.98268e-05 6.3874e-05 9.68581e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011582679603660103 -0.024015123821701682 0.015710078250691577 0.014741621657238475 0.025590372377203258 -0.016957515039274371 -0.0099451933828186376
leaf_weight=0.0010283480785279594 0.0010750198260389776 0.0011949863726440661 0.0012790375438672327 0.0015660938960558657 0.0015060975743747167 0.0015032911314849702
leaf_count=509 615 216 176 1050 269 286
internal_value=0 0.00140296 -0.00106427 -0.00464207 -9.03221e-05 0.00818614
internal_weight=0 0.00812453 0.00692954 0.0056505 0.00457548 0.00306939
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=8
num_cat=0
split_feature=49 15 42 52 16 1 12
split_gain=1.63131e-05 3.63348e-05 2.86753e-05 3.6632e-05 5.84768e-05 3.98868e-05 6.09105e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.090835000000000013 0.10347000000000002 0.071345000000000006 0.10871500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=0.02034103575284206 0.025313473834422839 -0.0060356833017535388 -0.017482547991374116 0.015147004652574495 -0.02501786190436003 -0.011099808118761436 -0.0078197887699471974
leaf_weight=0.0010898113792367214 0.0012316818660308561 0.0010028203605909761 0.0010637300952466826 0.0013052818511341902 0.0010163488465530154 0.0014056330808402467 0.0010096532502024964
leaf_count=226 165 199 663 349 342 166 1011
internal_value=0 0.00770092 -0.00235653 0.00033925 -0.0038055 0.00210603 0.0103879
internal_weight=0 0.00209263 0.00703233 0.0059686 0.00466332 0.00364697 0.00224134
internal_count=3121 425 2696 2033 1684 1342 1176
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=8
num_cat=0
split_feature=50 484 43 43 52 2 15
split_gain=7.33151e-05 5.79641e-05 4.43962e-05 5.07468e-05 3.52968e-05 8.91933e-05 9.3735e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 -0.075329999999999994 0.10613000000000002 -0.092489999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00028612909273483667 -0.00051385580819114304 0.0004824099841329868 -0.00039940764416539887 -0.00030270832050066209 -0.00010469509857760245 -0.0002633613961399611 0.00065129911726352554
leaf_weight=0.0015651898726058008 0.0010096859411688726 0.0010244868535759172 0.0014938313712901143 0.0011030740718853821 0.0011211818965527166 0.001656383892124488 0.0014409574954155301
leaf_count=207 579 322 1189 231 107 199 287
internal_value=0 4.21469e-05 -1.16729e-05 -8.00643e-05 9.57886e-06 9.12368e-05 0.000320479
internal_weight=0 0.00940511 0.00838062 0.00681543 0.0053216 0.00421852 0.00256214
internal_count=3121 2542 2220 2013 824 593 394
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=8
num_cat=0
split_feature=50 3 51 47 12 160 3
split_gain=7.37991e-05 7.63413e-05 6.47895e-05 5.33242e-05 0.000107002 0.000117739 6.98842e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.076794999999999988 0.077555000000000013 0.098810000000000023 0.086075000000000013 0.076840000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00041128030959005919 -0.0005055195140549766 -0.0003887642020559547 0.00023290740002094424 -0.00026970769513627563 -0.00037486142579687111 -0.00024289056034534513 0.00087358827888901541
leaf_weight=0.0017853792447813004 0.0010360145491890458 0.0016091121216887218 0.0013793937262259327 0.001506297806288158 0.0011278775271935057 0.0010389798650690786 0.0012456901759226001
leaf_count=264 579 435 1006 234 217 233 153
internal_value=0 4.50648e-05 -3.7622e-05 5.209e-05 0.000153244 0.000315806 0.000536932
internal_weight=0 0.00969273 0.00790735 0.00629824 0.00479194 0.00366406 0.00262508
internal_count=3121 2542 2278 1843 1609 1392 1159
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 15
split_gain=6.8988e-05 5.52349e-05 5.41762e-05 6.05007e-05 9.86908e-05 9.36981e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036588574899765143 -0.0004894852202888295 -0.0004225157242422611 0.00034017038612952337 -0.00047590630656225557 -0.00022302095675450249 0.00049445758341578596
leaf_weight=0.001734150524533973 0.0010083431229136455 0.0011089193018400962 0.0018953235581246749 0.0015533532352580352 0.001381679835584682 0.0014179810063801156
leaf_count=625 609 269 396 908 127 187
internal_value=0 5.10851e-05 -2.31154e-05 4.77679e-05 -7.95455e-05 0.00014037
internal_weight=0 0.00909141 0.00735726 0.00624834 0.00435301 0.00279966
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=7
num_cat=0
split_feature=151 4 16 48 2 1
split_gain=1.68572e-05 5.27229e-05 6.78039e-05 4.46749e-05 5.30425e-05 3.15845e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088965000000000002 0.096540000000000015 0.111945
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.011881740096349394 -0.022988380758000918 0.00096094067390352529 -0.013670864970598988 0.020302503787846388 0.011952449514824777 0.024518741183622753
leaf_weight=0.0010662014108252212 0.0013759825980348851 0.0010089197192574562 0.0019832852021805271 0.0010625979107309023 0.0013631867080837936 0.0013055901660770607
leaf_count=369 369 126 1323 254 426 254
internal_value=0 0.00149427 -0.00360896 0.00243897 -0.0032332 0.0142496
internal_weight=0 0.00809956 0.00578505 0.00440907 0.00334647 0.00231451
internal_count=3121 2752 2372 2003 1749 380
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=8
num_cat=0
split_feature=376 4 52 15 15 3 13
split_gain=7.17747e-05 5.68372e-05 6.45586e-05 3.75632e-05 4.32414e-05 3.43793e-05 5.41131e-05
threshold=0.048375000000000008 0.0061450000000000003 -0.049749999999999996 -0.043924999999999992 -0.15026499999999995 -0.083924999999999986 -0.00096999999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-2.1362681221262922e-05 0.00048645543715771894 0.00046729137854822309 4.9103076588197068e-05 0.000250418797858782 -0.00045779623212711436 -6.1165112758452316e-05 -0.00066516710068609145
leaf_weight=0.0017539692609792935 0.0010500736006236284 0.0012651397412387373 0.0014699264119658073 0.0011540116750498688 0.0011557387651318259 0.0010603280572777376 0.0012339102337069667
leaf_count=945 166 198 203 155 257 950 247
internal_value=0 -5.49675e-05 8.39e-05 -4.44294e-05 -0.000174019 -0.000228022 -0.000386016
internal_weight=0 0.00909302 0.00504482 0.00377968 0.00262567 0.00404821 0.00229424
internal_count=3121 2955 813 615 460 2142 1197
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=7
num_cat=0
split_feature=43 43 457 43 1 0
split_gain=1.67739e-05 5.56097e-05 2.05005e-05 4.64689e-05 6.50075e-05 1.57981e-05
threshold=-0.04890499999999999 -0.090299999999999991 0.045365000000000009 0.05259500000000001 0.111945 -0.043914999999999989
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -2 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0052913748063872041 -0.024006874645680947 0.023997711187430232 0.0095282653487091269 0.0093655101648955109 0.0035113462931816125 -0.012086188243275578
leaf_weight=0.0010039531204232004 0.0019818250829988387 0.0011002311101268444 0.0010456051121747415 0.0014197859742755481 0.0015144993601824554 0.0010923811157035983
leaf_count=430 925 937 133 422 186 88
internal_value=0 0.0057914 -0.00318695 -0.00589134 -0.0120868 -0.00376392
internal_weight=0 0.00319657 0.00596172 0.00491611 0.00349632 0.00209633
internal_count=3121 1455 1666 1533 1111 518
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=8
num_cat=0
split_feature=159 151 48 4 43 1 3
split_gain=1.60491e-05 2.745e-05 5.47168e-05 5.08107e-05 6.23858e-05 9.06916e-05 3.07069e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.094275000000000012 0.27044500000000005 -0.074359999999999996 0.090840000000000018 -0.086769999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.011793175350174139 -0.013672297967837128 -0.0034770865283662751 0.02393620274741326 0.019947635833798893 7.2044791726215895e-05 -0.036564442770706751 0.021088316508913001
leaf_weight=0.0010321005593248904 0.00104588477443158 0.0010033686556111723 0.0011222970719232412 0.001038799090788349 0.0017693719274865906 0.0010931070198574328 0.0010324364409580464
leaf_count=509 381 262 228 258 866 290 327
internal_value=0 0.00144692 0.00368691 -0.000140851 -0.0044011 -0.0139185 0.00898099
internal_weight=0 0.00810526 0.00705938 0.00593708 0.00489828 0.00286248 0.00203581
internal_count=3121 2612 2231 2003 1745 1156 589
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=7
num_cat=0
split_feature=11 43 0 43 0 16
split_gain=1.55225e-05 4.29172e-05 4.30355e-05 3.56885e-05 6.22178e-05 3.40495e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.053834999999999994 0.05259500000000001 -0.095504999999999993 -0.16075999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.022930869356815181 -0.011484349902940911 -0.01568676104478569 -0.0023349793890337354 0.0097348771065506531 -0.029842336363052821 0.0070003927827279044
leaf_weight=0.0015094177511714882 0.0010495155858627403 0.0010340744700233161 0.0012182740074203886 0.0014301233516240872 0.0010281122725945236 0.0018362275860015842
leaf_count=1178 208 143 208 415 751 218
internal_value=0 0.00144503 0.0116463 -0.00377705 -0.00873387 -0.00117304
internal_weight=0 0.00805623 0.00272769 0.00532854 0.00389841 0.0028703
internal_count=3121 2913 1386 1527 1112 361
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=7
num_cat=0
split_feature=0 12 13 47 4 2
split_gain=1.48009e-05 4.31658e-05 3.15006e-05 4.98403e-05 4.52256e-05 3.10365e-05
threshold=-0.019414999999999998 0.051320000000000005 -0.15078499999999997 0.092530000000000015 0.0061450000000000003 0.10731
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.01279463556505802 0.021523142384057743 -0.0037860018293789004 -0.012385725709316831 -0.022557109977731953 0.022089938687987237 -0.0021088774360931576
leaf_weight=0.0010758556610438114 0.0010937459425885252 0.0017554757077873026 0.0016892349147990446 0.0013462780160607337 0.0010220039791719753 0.0011009781741236398
leaf_count=198 190 175 1769 281 281 227
internal_value=0 0.00592955 -0.00277033 -0.00601655 -0.000175285 0.00954044
internal_weight=0 0.00284922 0.00623435 0.0051585 0.00381222 0.00212298
internal_count=3121 365 2756 2558 2277 508
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 3
split_gain=1.52014e-05 4.00633e-05 2.82822e-05 3.54625e-05 3.65543e-05 1.70945e-06
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.087215000000000015 0.10727500000000002 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.021684367285067521 0.015920723470953902 0.004045961770190191 0.014946592464296055 -0.013505510347456385 -0.0015184958308668687 -0.0073594629611299679
leaf_weight=0.0010386992558980321 0.0015758348388832696 0.0014497641096870629 0.001425724281119028 0.0015688370742700918 0.0010035003341183828 0.0010007320853720296
leaf_count=1561 477 75 532 217 134 125
internal_value=0 -0.00669403 0.0024825 -0.000968784 0.00452499 -0.00443495
internal_weight=0 0.00248846 0.00657463 0.0051489 0.00358007 0.00200423
internal_count=3121 1636 1485 953 736 259
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=8
num_cat=0
split_feature=48 150 52 2 3 3 1
split_gain=6.80719e-05 6.87786e-05 5.25558e-05 5.76538e-05 4.3696e-05 6.72805e-05 0.000130858
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 0.091265000000000013 -0.14477499999999996 0.090900000000000009 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.00046909396465954454 -2.4336194237491385e-05 -0.00048073783776665186 -0.00045355120202059899 0.00059949097032348188 -0.00020389501084824046 -0.00028594826976320375 0.00068368353888502193
leaf_weight=0.0010414013445873864 0.0012578838653849816 0.0012840427532737316 0.0010547912415289733 0.0010409325946417595 0.0014129381334170221 0.001942282530316186 0.0011653423975542584
leaf_count=180 364 229 122 420 1392 164 250
internal_value=0 -5.99495e-05 8.66857e-06 0.00025814 -9.41931e-05 -1.03434e-05 0.000197277
internal_weight=0 0.00915821 0.00787417 0.00229882 0.00557535 0.00452056 0.00257828
internal_count=3121 2941 2712 784 1928 1806 1642
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=9
num_cat=0
split_feature=376 50 43 47 4 150 0 1
split_gain=9.20462e-05 7.03872e-05 6.78755e-05 8.03003e-05 0.000177522 9.31716e-05 5.90814e-05 3.41147e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 0.077555000000000013 -0.04890499999999999 0.11456000000000001 -0.061629999999999997 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 7 -1 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-5.6578028951556843e-05 0.00052699901578552577 -0.00055986262507989513 -0.00063381099198604252 -0.0005586143603850364 0.00023377528178081028 -0.00025103344855960749 0.00053070722709057903 0.00072846414954534568
leaf_weight=0.0012810227723873064 0.0010923675404574716 0.0010230568725097438 0.0012478971839501312 0.0013222477727933965 0.0011187683386712829 0.0010113418781354452 0.0013554196037800679 0.0010288596268205213
leaf_count=708 166 594 771 170 296 69 150 197
internal_value=0 -7.43804e-05 -1.50088e-05 -0.000134822 -7.66618e-06 0.000239682 0.000245351 0.000470765
internal_weight=0 0.00938861 0.00836556 0.00572911 0.00440687 0.00315897 0.00263644 0.00214763
internal_count=3121 2955 2361 1503 1333 562 858 493
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=7
num_cat=0
split_feature=42 49 2 47 2 0
split_gain=1.60049e-05 3.3624e-05 3.49061e-05 2.71639e-05 3.56475e-05 3.33315e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.10254000000000001 0.10097500000000002 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.021920746004198476 -0.010676114644498552 -0.001518692036371022 0.0021147992014116834 0.019428852222770319 -0.0088604783665730252 0.021580189581963359
leaf_weight=0.001046088116987589 0.0012261372058475677 0.0012654559101641742 0.0014304257435505262 0.0011826348559332636 0.0017078273404701073 0.0012337543260528066
leaf_count=306 630 1202 270 146 423 144
internal_value=0 0.00160712 -0.0080379 0.00603894 0.00227491 0.00988425
internal_weight=0 0.00786619 0.00247651 0.00538967 0.00420704 0.00249921
internal_count=3121 2491 576 1915 1769 1346
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 2 0
split_gain=5.9332e-05 5.30068e-05 5.0265e-05 7.15081e-05 5.06935e-05 0.000143195 4.89429e-05 2.89499e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.098260000000000014 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00030360568244934316 -0.00045488148939598356 0.0004588456822775631 -0.00046532893844325907 -0.00052566296836545367 -0.0003526899046150085 0.0007493320351616555 7.4663513803130969e-05 0.00011221629101472096
leaf_weight=0.001585882985017285 0.0010263137171769307 0.0010411015681258537 0.0014786963679973624 0.0010060622043237711 0.0010555889256343085 0.0011035103848593872 0.001085450584624664 0.0010054831538396621
leaf_count=201 609 322 1170 288 95 103 200 133
internal_value=0 4.17371e-05 -1.04525e-05 -8.44057e-05 2.27594e-05 0.000179307 -0.000214106 -0.000125888
internal_weight=0 0.00936178 0.00832067 0.00673479 0.0052561 0.00316458 0.00209151 0.00206107
internal_count=3121 2512 2190 1989 819 331 488 228
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=9
num_cat=0
split_feature=50 48 16 160 49 3 12 1
split_gain=8.55886e-05 6.0991e-05 8.496e-05 0.000103344 7.18118e-05 6.54359e-05 5.7655e-05 3.64009e-05
threshold=0.086580000000000004 -0.032929999999999994 -0.094359999999999986 -0.027994999999999996 -0.006494999999999999 0.095270000000000007 0.084100000000000022 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5 -6
right_child=-2 2 3 5 7 -7 -8 -9
leaf_value=0.00049256911053967224 -0.00054617994555631027 -0.00064951110707197409 0.00064188028762429911 6.1914514080502103e-05 -0.00030381413198686096 0.00034164771713239849 -0.00054650810545242242 0.00020042695033316207
leaf_weight=0.0010827352587363748 0.0010087715138035755 0.0011211514037960668 0.0012706311977755021 0.0014190411476366863 0.0010524083073098793 0.0013574806602754119 0.0010359574530488123 0.0011539512322874881
leaf_count=176 579 94 457 261 282 95 992 185
internal_value=0 5.45372e-05 -1.85248e-06 0.000157595 -0.000245425 -3.80848e-06 -0.000194827 -4.00903e-05
internal_weight=0 0.00949336 0.00841062 0.00508311 0.00332751 0.00381248 0.002455 0.00220636
internal_count=3121 2542 2366 1805 561 1348 1253 467
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=8
num_cat=0
split_feature=1 52 12 12 52 49 0
split_gain=7.99933e-05 5.36929e-05 6.66426e-05 4.27417e-05 4.96421e-05 6.91978e-05 4.80864e-05
threshold=0.13686500000000004 -0.081429999999999989 0.098810000000000023 0.090455000000000021 0.089325000000000015 -0.006494999999999999 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00022673027105846898 0.00051361289492225879 -0.00035848292374939011 -0.00050412418645457454 0.00028360054132920678 -0.00045472646370140862 0.00049397095681858849 -9.1250316975324022e-05
leaf_weight=0.0018986263832287608 0.0010053692234827391 0.0013410422086784146 0.0015533421903380727 0.0011938340185167293 0.0013207295294608151 0.0011068040235526627 0.0010537434171788689
leaf_count=735 169 261 322 488 364 106 676
internal_value=0 -6.80986e-05 -0.000142049 -4.85634e-05 -0.000130795 -8.61498e-06 0.000208547
internal_weight=0 0.00946812 0.0075695 0.00601615 0.00482232 0.00350159 0.00216055
internal_count=3121 2952 2217 1895 1407 1043 782
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 3 4
split_gain=5.25558e-05 4.81216e-05 5.57588e-05 5.47819e-05 7.04385e-05 6.50845e-05 7.72599e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.11756999999999999 0.096675000000000011 -0.097604999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00033767815841171501 -0.00042909636160960442 -0.00043781758861192061 3.1183877964625117e-05 -0.00011849636660331824 0.00049673221896925045 0.00024161857859959123 -0.0007247670683919571
leaf_weight=0.0017247741666132996 0.0010070576197942294 0.0010795960706420837 0.0010638217506496587 0.0012313293733508955 0.0017078373818414584 0.0011591405279240963 0.0010164117785069339
leaf_count=625 609 269 165 128 224 97 1004
internal_value=0 4.32782e-05 -2.6681e-05 4.51582e-05 0.000238989 -0.00013071 -0.000338177
internal_weight=0 0.00898291 0.00725814 0.00617854 0.00293917 0.00323937 0.00208023
internal_count=3121 2512 1887 1618 352 1266 1169
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=8
num_cat=0
split_feature=48 12 2 16 16 52 4
split_gain=9.64002e-05 7.40511e-05 9.06847e-05 8.05925e-05 7.05336e-05 6.18427e-05 0.000101745
threshold=-0.032929999999999994 0.09334000000000002 0.10222000000000002 0.052820000000000013 -0.074319999999999983 -0.087769999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -3 -4 -2 -7
right_child=1 3 4 -5 -6 6 -8
leaf_value=0.00053170111329487997 -0.00056467229782460493 -0.00065258017829615111 3.6483845899365181e-06 4.5014096166127239e-05 0.00063256675024750137 0.00029667052897341511 -0.00039185878584323177
leaf_weight=0.0011553977751504437 0.0010112614368532474 0.0014726043813973412 0.0013830428460662927 0.0011217298819028592 0.0013595360243710474 0.0018454619554765738 0.0014924405872633558
leaf_count=180 306 510 218 289 242 1023 353
internal_value=0 -6.75009e-05 3.61942e-05 -0.000350957 0.000315412 -0.00013988 -1.11842e-05
internal_weight=0 0.00968608 0.00709174 0.00259433 0.00274258 0.00434916 0.0033379
internal_count=3121 2941 2142 799 460 1682 1376
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.55904e-05 4.35051e-05 7.03023e-05 4.07318e-05 7.94785e-05 3.05159e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 -0.13309499999999996 0.083060000000000009 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.011215527356166245 -0.012956091912251597 -0.031373892475778396 0.00091126491206796343 0.0245834632243777 0.0065666896968960223 -0.016839938896873553
leaf_weight=0.0012088820692821352 0.0011512545076867988 0.0010909886276998923 0.0017666502890764952 0.0017210177843168103 0.0012380190931324188 0.0010125364332820006
leaf_count=174 165 1845 159 488 161 129
internal_value=0 -0.00468716 -0.0114146 0.00360571 0.00840655 -0.00396407
internal_weight=0 0.00406652 0.00285764 0.00512283 0.00397157 0.00225056
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=9
num_cat=0
split_feature=1 150 150 48 1 4 4 16
split_gain=7.71782e-05 4.22935e-05 6.08591e-05 6.49742e-05 8.15262e-05 7.68009e-05 4.18912e-05 8.34436e-05
threshold=0.13686500000000004 0.10605000000000002 0.076925000000000007 0.10358500000000001 0.111945 -0.0016099999999999997 -0.49013999999999996 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00028265090126560036 0.00049505377972037439 -0.00039998862531724508 0.00044045348625907326 -0.00053440606436630316 0.00042057542112584212 -0.00047362444837658344 -0.00014087694759418602 0.00058273679598007215
leaf_weight=0.0010411221756206719 0.0010753724125806456 0.0012196082725925315 0.0010172845302845509 0.0010056559114258387 0.0013982838279077139 0.0015759926442479831 0.0013555465626200519 0.0011180147886322332
leaf_count=147 169 166 235 167 188 499 1155 395
internal_value=0 -5.84973e-05 -9.56754e-06 -7.06513e-05 1.22117e-06 -0.000113965 4.7307e-05 0.000186186
internal_weight=0 0.00973151 0.0085119 0.00749462 0.00648896 0.00509068 0.00351468 0.00247356
internal_count=3121 2952 2786 2551 2384 2196 1697 1550
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 52 4
split_gain=8.70817e-05 5.21376e-05 8.27688e-05 5.46453e-05 7.56123e-05 7.01516e-05 8.69185e-05 4.60059e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00072781533235445682 0.00053651907244890631 0.00041476370840649624 4.3511038128108876e-05 -0.00029068025869850834 -0.00044017025309980477 -0.000200949010020784 0.00075407357691041155 0.00018196971732887423
leaf_weight=0.0010496007119024826 0.0010242968546033846 0.0011053769632825344 0.0010906755069181708 0.0015075692437454997 0.0015145030250081478 0.0012195830941849851 0.0010283208723918735 0.001138969845362915
leaf_count=204 169 158 169 387 591 441 722 280
internal_value=0 -6.47603e-05 -0.000334751 1.214e-05 -5.73021e-05 6.117e-05 0.000217786 0.000453418
internal_weight=0 0.0096546 0.00214028 0.00751432 0.00640895 0.00489444 0.00338687 0.00216729
internal_count=3121 2952 373 2579 2421 1830 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=9
num_cat=0
split_feature=1 15 0 43 52 43 0 3
split_gain=9.16416e-05 7.25728e-05 7.78479e-05 7.15095e-05 0.000106068 5.84328e-05 3.85129e-05 4.52637e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.13027499999999997 -0.20207499999999998 0.089325000000000015 -0.053764999999999993 -0.098289999999999975 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=-4.0620098188022838e-05 0.00054041255137538501 0.00047358423042254355 -0.00078401513965329955 0.0004445405172392955 -0.00050887284618156476 -0.00018472589824748714 -0.00033957302882434652 0.00034246253678212556
leaf_weight=0.0011666549775506889 0.0010464417825057958 0.0011377170284378769 0.0010108384983276513 0.0012628447191709645 0.0015390121390637876 0.0011920982212391389 0.0011618595046533789 0.0013189021547417717
leaf_count=126 169 158 247 793 591 152 772 113
internal_value=0 -7.00665e-05 -0.00038572 2.02243e-05 -5.94387e-05 8.07003e-05 -4.43995e-05 9.21797e-05
internal_weight=0 0.00978993 0.00217749 0.00761243 0.00647472 0.0049357 0.00367286 0.002511
internal_count=3121 2952 373 2579 2421 1830 1037 265
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=8
num_cat=0
split_feature=50 160 12 4 2 16 0
split_gain=0.00010773 8.13294e-05 8.43538e-05 6.1587e-05 9.9837e-05 0.00011184 8.00213e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.076415000000000025 0.10774000000000002 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00042009164787099344 -0.00060540799979029436 -0.00051704938420384214 9.8801873653998827e-05 -8.4846546177481193e-05 0.00041392070540742856 -0.00067815756711976758 0.00056523729369903418
leaf_weight=0.0018700487973783231 0.0010615222242752057 0.0011845981606199455 0.0013852572223398026 0.0013546926356805046 0.0010206278448235007 0.001466219181600673 0.0015736452681888915
leaf_count=626 579 276 622 127 228 512 151
internal_value=0 5.20173e-05 -3.41835e-05 4.9929e-05 -0.000112343 -0.000300708 0.000264499
internal_weight=0 0.00985509 0.00798504 0.00680044 0.0038721 0.00285148 0.00292834
internal_count=3121 2542 1916 1640 1362 1134 278
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=9
num_cat=0
split_feature=48 376 52 49 1 15 2 52
split_gain=8.76484e-05 8.60939e-05 8.51115e-05 9.90824e-05 8.17932e-05 8.868e-05 7.43672e-05 4.59011e-05
threshold=-0.032929999999999994 0.048375000000000008 -0.081429999999999989 -0.006494999999999999 0.095285000000000022 -0.13578499999999996 0.090675000000000019 -0.12005499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 -5 -2
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.00050892505249964062 -7.0755749221945006e-05 0.00046939696371686799 -0.00066937079995726565 1.7104621509442172e-05 -0.00021457894718030773 0.0004683678111773895 -0.00069644329683355832 0.00052254315133170855
leaf_weight=0.0011359930859301199 0.0010046745300121085 0.0010315603544333732 0.0015528864403555002 0.0010001745728383193 0.0015302044694929886 0.0013995820092463722 0.0012805198317309015 0.0010007100746602261
leaf_count=180 469 153 276 973 208 187 503 172
internal_value=0 -6.64214e-05 -0.000129455 -0.000234645 -0.000105083 0.00011167 -0.000383524 0.000225307
internal_weight=0 0.00980031 0.00876875 0.00676337 0.00521048 0.00292979 0.00228069 0.00200538
internal_count=3121 2941 2788 2147 1871 395 1476 641
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=9
num_cat=0
split_feature=1 15 12 43 16 16 4 16
split_gain=6.77043e-05 5.84237e-05 7.99797e-05 6.65775e-05 9.85085e-05 9.4616e-05 6.68254e-05 0.000124167
threshold=0.13686500000000004 -0.11713499999999999 0.051320000000000005 -0.20207499999999998 0.22339500000000004 -0.0034149999999999996 -0.011209999999999999 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=1.8955786983391707e-05 0.00046722863889366489 0.00046239395050344561 -0.00073171606938050989 -0.00045817360433187581 -0.00061293529975399821 0.00048305241347393335 -0.00044258017768337976 0.00040524209877004726
leaf_weight=0.0011454586730371948 0.0010527307186371021 0.0011374369262855634 0.0010421453488793659 0.001348861753389277 0.001015672934680462 0.0014441691072094431 0.001091157402359901 0.0016970277187334075
leaf_count=196 169 158 177 1020 377 384 171 469
internal_value=0 -5.57412e-05 -0.000338654 2.42789e-05 -5.1261e-05 5.09529e-05 -9.98854e-05 7.34465e-05
internal_weight=0 0.00992193 0.0021876 0.00773433 0.00659689 0.00558122 0.00413705 0.00278819
internal_count=3121 2952 373 2579 2421 2044 1660 640
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=8
num_cat=0
split_feature=147 151 4 52 16 43 16
split_gain=2.3109e-05 5.02268e-05 5.04996e-05 3.77363e-05 4.77092e-05 3.37115e-05 8.54011e-06
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 -0.092399999999999982 -0.094359999999999986 -0.090299999999999991 -0.0034149999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.02076530694521142 0.014223901143299016 -0.019434171147432535 0.02195148501557433 -0.010998414861012586 -0.0055952362808489413 0.0097713578202917525 0.022515798427198228
leaf_weight=0.0011984128364752903 0.0010057197523390916 0.0010396710477364709 0.0010205750551549658 0.0019088328152323522 0.0010512798087382977 0.0010213551353753202 0.0010836984022167379
leaf_count=408 146 465 242 428 231 956 245
internal_value=0 -0.00182408 0.00136161 -0.00208049 0.0014815 0.00902889 0.0163323
internal_weight=0 0.00832383 0.00712541 0.00610484 0.00506517 0.00315633 0.00210505
internal_count=3121 2975 2567 2325 1860 1432 1201
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=8
num_cat=0
split_feature=50 15 160 12 49 42 13
split_gain=6.83678e-05 5.16013e-05 4.57924e-05 7.72239e-05 5.07091e-05 6.24268e-05 5.11959e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 -0.043469999999999995 0.084050000000000014 -0.082014999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00034041998382753009 -0.00060622689145972241 0.00019998350729598301 -0.00067574380765387588 0.000174372964741202 0.00029553572505101747 -0.00058540208848265442 -0.00027247705885639797
leaf_weight=0.0010551088658317031 0.0010049057104514038 0.0014124797545194264 0.0010536160919444471 0.0017966188619176916 0.0010022797898217408 0.001245312179351578 0.0015590014767784806
leaf_count=219 579 533 197 210 87 573 723
internal_value=0 -6.73611e-05 -0.000120681 -0.000188721 -9.71424e-05 -0.000225291 -5.02025e-05
internal_weight=0 0.00912442 0.00806931 0.00665683 0.00560321 0.00380659 0.00256128
internal_count=3121 2542 2323 1790 1593 1383 810
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=8
num_cat=0
split_feature=50 3 0 2 16 49 0
split_gain=9.15349e-05 5.27719e-05 5.56351e-05 0.000144341 6.72858e-05 9.24602e-05 0.000114324
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.0047850000000000011 -0.069799999999999987 -0.13843999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00035995553907153775 -0.00055972720676265571 -0.00051640338094148368 -0.00069664064982585447 0.00022909331695354805 0.00055567407266246267 0.00047727560203573923 -0.00028417591044127164
leaf_weight=0.0017545007986648721 0.0010403851899441078 0.0010367266622677302 0.0013448336368542236 0.001248927790688028 0.0010075955158710534 0.0018167588192727112 0.0013008994228245327
leaf_count=264 579 197 138 180 383 201 1179
internal_value=0 5.28623e-05 -1.66082e-05 -0.000250888 0.000101112 -9.13704e-06 0.000159546
internal_weight=0 0.00951024 0.00775574 0.00259376 0.00516198 0.00415438 0.00311766
internal_count=3121 2542 2278 318 1960 1577 1380
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=7
num_cat=0
split_feature=147 11 52 15 48 1
split_gain=1.89941e-05 4.1435e-05 3.98102e-05 8.71021e-05 9.76018e-05 6.58687e-05
threshold=0.087350000000000025 1.0000000180025095e-35 0.11434500000000002 -0.016799999999999995 0.082620000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.025104015283735178 0.012776605268024594 -0.020352876417617891 -0.017290309442473728 0.0052564085883848892 0.0094065205044227256 0.036351005223725107
leaf_weight=0.0015903484780800301 0.0010070817775824524 0.0010481751167028429 0.0010314976350101878 0.0019164531331270912 0.0016907668984824202 0.0010569884469282128
leaf_count=645 146 235 470 793 431 401
internal_value=0 -0.00176284 0.000911528 0.00391336 -0.00732065 0.0163098
internal_weight=0 0.00833423 0.00728605 0.00625456 0.00328112 0.00297344
internal_count=3121 2975 2740 2270 1076 1194
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=9
num_cat=0
split_feature=50 48 16 49 160 4 13 1
split_gain=6.99923e-05 4.31394e-05 6.77719e-05 8.92695e-05 7.90444e-05 7.16768e-05 0.000122006 3.54453e-05
threshold=0.086580000000000004 -0.032929999999999994 -0.094359999999999986 -0.006494999999999999 -0.027994999999999996 0.0052350000000000009 -0.068269999999999983 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5
right_child=-2 2 4 7 5 -7 -8 -9
leaf_value=0.00041991139835802774 -0.00049916706807814546 -0.00067819079042397894 0.00057143950528814886 -0.00024773435848535706 0.00030699068200288953 0.00034450443508090444 -0.00059701129459711671 0.00025496963598871581
leaf_weight=0.0010417175249801377 0.0010116608554282267 0.001100200677165499 0.0012298531450052174 0.0010595445987525202 0.0010001159495962488 0.0014344732089832928 0.0013471269551020208 0.001098163601601801
leaf_count=176 579 94 457 282 410 203 735 185
internal_value=0 4.38763e-05 -3.49331e-06 -0.000223651 0.000139626 -8.04224e-07 -0.000211833 8.11638e-06
internal_weight=0 0.0093112 0.00826948 0.00325791 0.00501157 0.00378172 0.00234724 0.00215771
internal_count=3121 2542 2366 561 1805 1348 1145 467
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=7
num_cat=0
split_feature=147 151 4 48 15 3
split_gain=1.54672e-05 4.14189e-05 4.82186e-05 3.18425e-05 4.01926e-05 5.60308e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 0.091545000000000015 -0.016799999999999995 -0.086769999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.018815117348373975 0.011522714462706087 -0.017934206545935191 0.021378413876482365 0.012471419740666519 -0.014976368260626413 0.012093082086406123
leaf_weight=0.0011962990222826545 0.001007270644667089 0.001727395283577301 0.0010235705901224749 0.0012067670379869938 0.0012930485572764663 0.0018712372991113461
leaf_count=408 146 683 242 242 550 850
internal_value=0 -0.00159788 0.00129413 -0.00207684 -0.00566587 0.00103147
internal_weight=0 0.00831832 0.00712202 0.00609845 0.00489168 0.00316429
internal_count=3121 2975 2567 2325 2083 1400
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=9
num_cat=0
split_feature=50 3 43 0 16 49 15 15
split_gain=7.62095e-05 4.76309e-05 4.23909e-05 0.000106471 9.35672e-05 6.64027e-05 6.39174e-05 8.76994e-06
threshold=0.086580000000000004 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 0.0047850000000000011 -0.069799999999999987 -0.11713499999999999 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00042104751290672233 -0.00051638669834551431 -0.00048524861492969725 0.00029791804131387034 -0.00046851166996613326 0.00061122182961606314 -0.00030227097932627545 0.00042154544460788382 0.00016353564259939457
leaf_weight=0.0011216517896839107 0.0010445001779602432 0.0010359936912933991 0.0014366676549140596 0.0018976484453406073 0.0010061121643669523 0.0010572730435329629 0.0010124950044651851 0.0010135270571524188
leaf_count=182 579 187 423 273 348 218 132 779
internal_value=0 4.13749e-05 -8.9649e-06 -7.17423e-05 7.51591e-05 -5.5771e-05 8.85343e-05 0.000292475
internal_weight=0 0.00958137 0.00845972 0.00702305 0.0051254 0.00411929 0.0030833 0.00202602
internal_count=3121 2542 2360 1937 1664 1316 1129 911
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=6
num_cat=0
split_feature=52 52 12 43 48
split_gain=1.68671e-05 3.06953e-05 2.99598e-05 3.24414e-05 4.99161e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.10016000000000001 -0.00045499999999999995 0.016865000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0079904811991089435 -0.0162184212713803 -0.0063823827020656398 -0.012026734519858966 0.020697831583498093 -0.0068216037509166803
leaf_weight=0.0019908705864190631 0.0013167073838843916 0.0017025959789204745 0.0014255762211523781 0.0018738339038229727 0.0010167572358910728
leaf_count=771 438 1038 287 466 121
internal_value=0 -0.00238815 0.000637463 0.00456802 0.0110179
internal_weight=0 0.00733547 0.00601876 0.00459319 0.00289059
internal_count=3121 2350 1912 1625 587
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=8
num_cat=0
split_feature=1 16 42 0 47 4 1
split_gain=9.06075e-05 4.73323e-05 5.95535e-05 6.55624e-05 0.00011407 9.15242e-05 9.11248e-05
threshold=0.13686500000000004 -0.5315899999999999 -1.0000000180025095e-35 -0.062764999999999974 0.086380000000000012 -0.27825499999999997 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-0.00043112361646487925 0.00055082279887433601 -0.00045034991265917258 -0.00023442710711983448 -6.4727374254125593e-05 -0.000678456193492466 0.00064862270379543812 0.000396532959921504
leaf_weight=0.001191005958429127 0.0010148074805531706 0.0010479702081175853 0.0018214170074036615 0.0014010499554786169 0.0010050147556280378 0.0013653958241608213 0.0017026644977659409
leaf_count=125 169 834 1083 214 195 208 293
internal_value=0 -6.54641e-05 -1.32676e-05 4.95172e-05 -9.57554e-05 0.000287351 7.04221e-05
internal_weight=0 0.00953452 0.00834351 0.00729554 0.0045291 0.00276645 0.00352408
internal_count=3121 2952 2827 1993 1571 422 1376
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=9
num_cat=0
split_feature=50 48 150 160 43 52 2 16
split_gain=7.13689e-05 4.48177e-05 6.9689e-05 4.68627e-05 3.60196e-05 9.28694e-05 5.74321e-05 0.00013681
threshold=0.086580000000000004 -0.032929999999999994 0.08882000000000001 -0.027994999999999996 -0.14968999999999996 0.084960000000000022 0.10672500000000001 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00042686794427291582 -0.00050175059876775502 0.00038302394430025731 -0.00043018299579333655 0.00027290052577289529 0.00070624268034469729 -0.0006013816074482742 -0.00031562247558845956 -0.00026957106126629013
leaf_weight=0.0010514292079857194 0.0010157416603294904 0.001478374112067529 0.0012471377592890819 0.0013286725262981062 0.0011700584020614827 0.0010564061700776809 0.0010255689639650715 0.0010463888238288236
leaf_count=176 579 480 218 163 258 483 281 483
internal_value=0 4.5347e-05 -2.67894e-06 7.23557e-05 -9.26435e-06 -9.64835e-05 6.80368e-05 0.000245559
internal_weight=0 0.00940404 0.00835261 0.00710547 0.00562709 0.00429842 0.00324202 0.00221645
internal_count=3121 2542 2366 2148 1668 1505 1022 741
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=7
num_cat=0
split_feature=43 43 4 15 15 0
split_gain=1.67816e-05 4.68005e-05 2.59495e-05 4.33882e-05 2.74578e-05 1.88561e-05
threshold=-0.043144999999999996 -0.090299999999999991 -0.033174999999999989 -0.095869999999999983 -0.24436499999999997 -0.047369999999999995
decision_type=2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0067422619698131103 -0.013131171423752308 0.021942136141593099 0.002784238278994973 0.0122247017318175 -0.019010612627377788 -0.01207742749753242
leaf_weight=0.0010142775469701539 0.0018549204087092248 0.0011423290600126907 0.0011522014619685548 0.0019073963983902006 0.0011599864473503564 0.0011205635984777123
leaf_count=427 935 957 148 351 212 91
internal_value=0 0.00560549 -0.00327335 0.00106013 -0.00814988 -0.00313607
internal_weight=0 0.00327717 0.0060745 0.00421958 0.00231219 0.00213484
internal_count=3121 1475 1646 711 360 518
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=8
num_cat=0
split_feature=150 150 0 16 16 12 3
split_gain=1.46917e-05 5.34511e-05 3.69148e-05 5.61516e-05 5.8203e-05 8.39405e-05 2.58317e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 0.09141500000000001 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0004236306527115694 -0.011228078589762318 0.021916363131218704 0.017502813592170371 -0.034921233763775344 0.013483475576866475 0.0055122567702206617 -0.021855244318424075
leaf_weight=0.0010089616035129237 0.0010603548097243591 0.0010892992501048762 0.0017336211710431196 0.0010354792912308317 0.0011178313286684667 0.0010184199301689883 0.0012706786560503121
leaf_count=217 124 296 1220 547 293 303 121
internal_value=0 0.00127432 -0.00185516 0.00303119 -0.00487878 -0.0148724 -0.0123697
internal_weight=0 0.00827429 0.00718499 0.00490535 0.00317173 0.0020539 0.00227964
internal_count=3121 2997 2701 2363 1143 850 338
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=8
num_cat=0
split_feature=1 52 12 12 3 1 4
split_gain=8.48883e-05 5.02755e-05 6.51923e-05 6.0524e-05 3.35735e-05 7.36597e-05 6.08116e-05
threshold=0.13686500000000004 -0.081429999999999989 0.098810000000000023 0.088105000000000003 0.11924500000000002 0.094385000000000011 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00021369351898723284 0.00053124666213350924 5.8067430801141164e-05 -0.00049425527336564748 0.00031620440887318184 -0.00044256681530226123 0.0002920394783038134 -0.00058779240902034555
leaf_weight=0.0019964282294333878 0.0010181993256556032 0.0010752329628756375 0.0015545689951948129 0.0013838823182381384 0.001142830582967394 0.0014192141920740587 0.0011708033194809853
leaf_count=735 169 363 322 749 91 225 467
internal_value=0 -6.37595e-05 -0.000135264 -4.51353e-05 -0.000149138 -5.76459e-05 -0.000278603
internal_weight=0 0.00974296 0.00774653 0.00619196 0.00480808 0.00366525 0.00224604
internal_count=3121 2952 2217 1895 1146 1055 830
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=8
num_cat=0
split_feature=50 3 0 2 49 43 2
split_gain=9.80567e-05 5.31809e-05 5.37812e-05 0.000141963 9.93788e-05 7.52299e-05 3.59468e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.006494999999999999 -0.074359999999999996 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00036689397064443481 -0.00056157259107533525 -0.00023954153761449051 -0.00068895141215851753 0.00022954117111833409 0.00075962154340825604 -0.00013548734670691093 0.00036234024803464963
leaf_weight=0.0017748468011588416 0.0010844041840487413 0.0019915580571910462 0.0013242126526441175 0.0012650164102342171 0.0010142818925303948 0.0011058339924124422 0.0011249295393668756
leaf_count=264 579 408 138 180 545 783 224
internal_value=0 6.04568e-05 -9.04116e-06 -0.000240205 0.000105257 0.000316868 0.000115557
internal_weight=0 0.00960068 0.00782583 0.00258923 0.0052366 0.00324505 0.00223076
internal_count=3121 2542 2278 318 1960 1552 1007
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=8
num_cat=0
split_feature=50 484 43 52 15 2 16
split_gain=7.74969e-05 6.60836e-05 5.54407e-05 5.88011e-05 6.4467e-05 6.42914e-05 0.000110203
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.084960000000000022 -0.15026499999999995 0.092875000000000013 -0.083539999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00032120615620734441 -0.00051654427019041016 0.00052218208374527118 0.00043500338434808151 -0.00043049657293596993 0.00050698695938105047 -0.00037968919297627532 -0.00032583179023252558
leaf_weight=0.001610818210882289 0.0010246920559339396 0.0010214345613427508 0.0011011656086670086 0.0014704663289524843 0.0012785607416706984 0.0017919858506967069 0.0011697795515035238
leaf_count=207 579 322 192 629 189 519 484
internal_value=0 5.11874e-05 -5.93042e-06 -8.32881e-05 1.22953e-05 -9.74773e-05 0.000109079
internal_weight=0 0.00944421 0.00842278 0.00681196 0.00534149 0.00424033 0.00244834
internal_count=3121 2542 2220 2013 1384 1192 673
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=7
num_cat=0
split_feature=3 51 0 0 0 0
split_gain=1.6268e-05 3.89747e-05 2.7233e-05 5.96621e-05 5.09549e-05 4.04415e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 -0.060129999999999996 0.12113000000000002 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.013203556134478682 0.0093149138583359849 -0.019274066990601836 -0.0028132066521153482 0.016170089886485047 -0.011359864141506595 -0.029518706696874925
leaf_weight=0.001418800760687876 0.0015241134917939663 0.0011170273456064259 0.001295720028941101 0.0019932190901288806 0.0010145185562191413 0.0010083443841663619
leaf_count=140 192 348 249 333 113 1746
internal_value=0 -0.00197523 0.00089573 -0.00239173 0.00688416 -0.0145005
internal_weight=0 0.00784763 0.0067306 0.0053118 0.00300774 0.00230406
internal_count=3121 2929 2581 2441 446 1995
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=9
num_cat=0
split_feature=1 150 0 2 0 151 4 3
split_gain=7.83705e-05 5.03148e-05 5.90873e-05 8.44418e-05 6.80897e-05 4.79044e-05 5.45327e-05 2.67875e-05
threshold=0.13686500000000004 0.10605000000000002 -0.061629999999999997 0.090675000000000019 -0.10151999999999999 -0.0096649999999999982 0.24564500000000003 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -5
right_child=-2 -3 3 7 -6 6 -8 -9
leaf_value=-0.00037098171697926778 0.00051614271527123182 -0.00043781525182171776 0.00067040232003229793 0.00021666531581553684 -0.00057298819955748357 -0.00011652923793172037 0.00043798853897448125 -0.00022069963311728371
leaf_weight=0.0010689240561333581 0.0010009214462117161 0.0011899045041777684 0.0010114554462592297 0.0010122065520971615 0.0010889820623728903 0.0016188612305103273 0.0011780061616411461 0.0011501928819417195
leaf_count=137 169 166 141 132 1824 242 108 202
internal_value=0 -6.1236e-05 -6.1107e-06 0.000202764 -0.000139909 -1.79117e-05 0.000117027 -1.59717e-05
internal_weight=0 0.00931853 0.00812863 0.00317385 0.00495477 0.00386579 0.00279687 0.0021624
internal_count=3121 2952 2786 475 2311 487 350 334
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=7
num_cat=0
split_feature=15 159 160 52 4 1
split_gain=1.53992e-05 4.01445e-05 4.70665e-05 6.11285e-05 7.62439e-05 0.00010959
threshold=0.079055000000000014 0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.020414265191801839 -0.011217090000820593 0.018543607488720922 -0.020228446038540755 0.023923586304838117 0.025865416090734034 -0.010727803048925134
leaf_weight=0.0011071747747566623 0.001104813491110271 0.0011666955162183898 0.0016430920772689617 0.0010513075650645147 0.0015185759479774139 0.0017750139605017786
leaf_count=504 1143 452 506 84 247 185
internal_value=0 0.00135357 -0.00147308 0.00202914 -0.00263347 0.00614424
internal_weight=0 0.00826186 0.00709516 0.00598799 0.00493668 0.00329359
internal_count=3121 1978 1526 1022 938 432
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=8
num_cat=0
split_feature=43 12 49 52 49 1 43
split_gain=1.38793e-05 5.17948e-05 2.56223e-05 3.68937e-05 4.00032e-05 4.7221e-05 1.65009e-05
threshold=-0.04890499999999999 0.051320000000000005 0.0093850000000000027 1.0000000180025095e-35 -0.043469999999999995 0.10708500000000001 -0.14386499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -3
right_child=2 6 -4 -5 5 -7 -8
leaf_value=0.022023624809476824 0.0032302990600781099 -0.012854643678334575 0.011152120413573304 0.01025474681540023 -0.0050160525680139449 -0.032369611396994867 0.0049068233376233054
leaf_weight=0.0011674545590942371 0.0013771187610343572 0.0010812360955204138 0.0010638471557879014 0.0010986109612337123 0.0013350347639099821 0.0011969505583074439 0.001013210918633883
leaf_count=292 171 227 268 561 525 141 936
internal_value=0 0.00514556 -0.00294204 -0.00593623 -0.0104865 -0.017947 -0.00426235
internal_weight=0 0.0032619 0.00607156 0.00500772 0.0039091 0.00253199 0.00209445
internal_count=3121 1455 1666 1398 837 666 1163
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=8
num_cat=0
split_feature=50 484 43 52 151 4 16
split_gain=7.55558e-05 6.00993e-05 3.79593e-05 7.0259e-05 7.4271e-05 7.25113e-05 7.94834e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 0.084960000000000022 -0.0083949999999999979 0.2623950000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00026666256048092499 -0.00050896772785412857 0.00049748282345606065 -0.00033519415938150374 -0.00045064278791184093 0.00028530345763728228 0.00059941363426164497 -0.00038845210385229028
leaf_weight=0.0016093537148669165 0.0010304330078494727 0.0010290917601927059 0.0015036472971017402 0.0014534519018412906 0.0016366849817905508 0.0011183521539544655 0.0011435172384837873
leaf_count=207 579 322 302 629 316 197 569
internal_value=0 5.00536e-05 -4.34037e-06 -6.79579e-05 3.50028e-05 0.000177785 8.18293e-06
internal_weight=0 0.0094941 0.00846501 0.00685565 0.0054022 0.00389855 0.0027802
internal_count=3121 2542 2220 2013 1384 1082 885
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=9
num_cat=0
split_feature=1 150 0 0 4 3 15 15
split_gain=9.93936e-05 7.67896e-05 5.86071e-05 0.000103576 9.8004e-05 4.30503e-05 3.78328e-05 6.36074e-05
threshold=0.13686500000000004 0.11456000000000001 -0.061629999999999997 -0.10151999999999999 -0.49405499999999997 -0.10115999999999999 -0.11713499999999999 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 -1 -8
right_child=-2 -3 4 -5 5 -7 7 -9
leaf_value=-0.00026308069259746132 0.00056413086586996496 -0.00057883112728205168 -0.00031174950025817424 -0.00064205910659143495 0.00063481072202322341 0.00010120288456001144 0.00044357695925772398 -0.00013048720195390915
leaf_weight=0.0013853894440922993 0.0010505446427115641 0.0010231033179894993 0.0010412050212330738 0.0012154264543577618 0.0013759759959251217 0.0010064797218336335 0.0013531399834438467 0.0016432370686480671
leaf_count=163 169 111 154 1859 114 211 118 222
internal_value=0 -6.97435e-05 -1.20052e-05 -0.000135612 0.000190074 0.000409386 4.86815e-06 0.000128756
internal_weight=0 0.010044 0.00902085 0.00559719 0.00342366 0.00238246 0.00438177 0.00299638
internal_count=3121 2952 2841 2362 479 325 503 340
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=7
num_cat=0
split_feature=1 13 3 0 43 49
split_gain=1.58647e-05 5.01608e-05 6.10182e-05 3.95978e-05 4.87914e-05 3.57907e-05
threshold=0.091615000000000016 -0.091054999999999983 0.11296500000000002 -0.084044999999999995 -0.081454999999999986 -0.0055299999999999993
decision_type=2 2 2 2 2 2
left_child=3 -2 5 -1 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.018218089466810559 0.022031264895749247 -0.0069195973082211374 -0.020698173605425002 0.01693105532992225 -0.01133046809770865 0.014739403013316169
leaf_weight=0.0014318014691495871 0.0011384755880861517 0.0013012605914210955 0.0012033412675303001 0.001215263290497628 0.0012283029908784146 0.0018442506344658908
leaf_count=1036 223 192 95 338 695 542
internal_value=0 0.00334481 -0.00154708 -0.00501275 0.00272489 0.00577933
internal_weight=0 0.00548733 0.00434885 0.00387537 0.00244357 0.00314551
internal_count=3121 1052 829 2069 1033 734
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 16
split_gain=6.10119e-05 4.7998e-05 3.17297e-05 7.37312e-05 3.29396e-05 7.32726e-05 3.4046e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00024629841847300207 -0.00045820049854264361 0.00044842711769063864 -0.00045494256357465717 0.00056123127889494125 -0.00019248360535625088 -0.00023915401043198773 9.4697188436708259e-05
leaf_weight=0.0015771963091321924 0.0010266760007464773 0.0010128014649868735 0.0014453535228560492 0.0013035440675055199 0.0015683372201103839 0.0012465466059818106 0.0011164877731296809
leaf_count=201 609 322 1170 124 166 277 252
internal_value=0 4.55648e-05 -3.8474e-06 -6.29063e-05 4.53345e-05 0.000147058 0.000345995
internal_weight=0 0.00927027 0.00825747 0.00668027 0.00523492 0.00366658 0.00242003
internal_count=3121 2512 2190 1989 819 653 376
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=7
num_cat=0
split_feature=42 51 2 13 4 15
split_gain=1.63665e-05 3.20837e-05 3.62155e-05 6.01105e-05 7.91424e-05 0.000119528
threshold=0.092620000000000022 -0.076794999999999988 0.11144000000000001 -0.095304999999999987 -0.0016099999999999997 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.012700157444464033 -0.01069329642882539 -0.020945323525114735 0.016206875196104763 0.021889483714161578 0.016260149339062981 -0.031074266142179924
leaf_weight=0.0013223888145491537 0.0012628819469886554 0.0010852396902101087 0.0018613714494119422 0.0016896765457727132 0.0010819270250452687 0.0010523824228315958
leaf_count=446 630 162 294 1175 146 268
internal_value=0 0.0015468 0.00432942 -0.000174012 0.00572084 -0.00707944
internal_weight=0 0.00809299 0.0067706 0.00490923 0.00382399 0.00213431
internal_count=3121 2491 2045 1751 1589 414
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=8
num_cat=0
split_feature=50 160 12 4 0 13 16
split_gain=6.10044e-05 5.46951e-05 6.22904e-05 5.72633e-05 8.45387e-05 5.71942e-05 7.3784e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.11756999999999999 -0.084034999999999985 -0.067914999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00035547484269007136 -0.00046008986004914866 -0.00045487012884495588 0.00021856980525203085 -0.0001425537809963279 0.00052116349468009663 6.6189601657432317e-05 -0.00066315001767874686
leaf_weight=0.001758284140921708 0.0010239705168992369 0.0011216683561040344 0.001160197340435468 0.0012755978290509462 0.0017500811635198029 0.0010020257153881525 0.0011400193767589191
leaf_count=625 609 269 293 128 224 463 510
internal_value=0 4.44134e-05 -2.90046e-05 4.6483e-05 0.000241347 -0.000132061 -0.000321973
internal_weight=0 0.00920787 0.00744959 0.00632792 0.00302568 0.00330224 0.00214205
internal_count=3121 2512 1887 1618 352 1266 973
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=7
num_cat=0
split_feature=42 43 4 16 2 1
split_gain=1.64948e-05 3.14678e-05 5.21495e-05 2.7736e-05 8.82111e-05 9.0762e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.5315899999999999 0.11215000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.010456679512920411 0.014682010725131783 -0.015259327472013896 -0.010028740687606903 -0.00094596542439266164 -0.013651482956653882 0.038186124270160271
leaf_weight=0.0013203097981872311 0.0014968110083251746 0.0019160681469109217 0.0010364851296496003 0.0011243594362741753 0.0011917550860249277 0.0012534687427650502
leaf_count=862 448 820 102 432 252 205
internal_value=0 0.00160569 -0.00139529 0.00437198 0.00855346 0.0196825
internal_weight=0 0.00801895 0.00652214 0.00460607 0.00356958 0.00237783
internal_count=3121 2259 1811 991 889 637
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=8
num_cat=0
split_feature=1 12 51 12 2 3 16
split_gain=7.81912e-05 4.16719e-05 4.66661e-05 6.47721e-05 8.27472e-05 7.69668e-05 9.35609e-06
threshold=0.13686500000000004 0.098810000000000023 -0.031924999999999995 0.090455000000000021 0.10467500000000002 -0.047929999999999993 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.00034464783444197766 0.00050805991141572246 -0.00032625492746031352 -0.00065701227993674599 0.00044087775200286384 0.00013830981081743252 -4.052692291414866e-06 0.00040551253476181785
leaf_weight=0.001257239312930954 0.0010200757332446955 0.0018618628364013307 0.0010935630971229322 0.0014029158185519166 0.0010119014985867645 0.0018997811940857936 0.0010034004372407783
leaf_count=493 169 439 977 517 128 260 138
internal_value=0 -6.31193e-05 7.65871e-07 6.84978e-05 -3.58053e-05 -0.000242599 0.000271348
internal_weight=0 0.00953066 0.0076688 0.00641156 0.00500865 0.00299334 0.0020153
internal_count=3121 2952 2513 2020 1503 1237 266
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=7
num_cat=0
split_feature=50 15 15 3 0 4
split_gain=7.11761e-05 6.09112e-05 4.85603e-05 5.44885e-05 7.27341e-05 5.31951e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.12018999999999998 -0.10474999999999998 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00048378572945737003 -0.00050216489668493164 -0.00028510893973176751 0.0003775694130968863 0.00025562549615781833 1.4021804124952934e-05 -0.00053024054810766751
leaf_weight=0.0010822619825405005 0.0010074846324867577 0.0019095652513164097 0.0016540843660271375 0.0019354907660079418 0.0014814983018046498 0.001292997162951445
leaf_count=219 579 337 230 223 382 1151
internal_value=0 4.63467e-05 -1.0874e-05 7.14112e-05 -3.61074e-05 -0.000239621
internal_weight=0 0.0093559 0.00827364 0.00636407 0.00470999 0.0027745
internal_count=3121 2542 2323 1986 1756 1533
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=8
num_cat=0
split_feature=3 39 457 3 15 12 3
split_gain=1.81584e-05 3.43047e-05 5.59271e-05 6.03413e-05 7.9347e-05 3.15033e-05 6.56692e-05
threshold=0.13524500000000003 0.085220000000000004 0.080930000000000016 -0.10519499999999998 -1.0000000180025095e-35 0.084100000000000022 0.088060000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.019622951283756209 0.0098826993943145758 0.014030245613870071 0.016551756909480766 0.0077500730887138493 -0.016321356945037151 -0.031263039368162659 -0.028007562225215683
leaf_weight=0.0013303704066698679 0.0015258582839220861 0.0011352504126755994 0.0010390767722166265 0.0010095913843597361 0.0011407564055643908 0.0011240053495480368 0.0010454308531422374
leaf_count=121 192 302 185 271 238 1687 125
internal_value=0 -0.00204255 -0.00477031 -0.00869149 0.00302983 -0.0178027 -0.0104406
internal_weight=0 0.00782448 0.00668923 0.00565015 0.00247113 0.00317903 0.00205502
internal_count=3121 2929 2627 2442 359 2083 396
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=7
num_cat=0
split_feature=11 13 1 39 0 16
split_gain=1.8815e-05 4.57861e-05 5.29681e-05 4.14583e-05 4.29381e-05 4.58013e-05
threshold=0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.084020000000000011 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0012039821660188232 -0.012601304638334133 -0.011774869709363499 0.029559384167685773 0.015177858324778169 -0.02106852043484575 0.011142513918836213
leaf_weight=0.0011532908489593524 0.0010645480808858269 0.0018142896539254667 0.0010874027423503686 0.0010359152711178904 0.0014829044125287552 0.0016791856500347369
leaf_count=545 208 733 316 241 257 821
internal_value=0 0.00152455 0.0137254 -0.00302252 -0.00681123 -0.000759323
internal_weight=0 0.00825299 0.00224069 0.00601229 0.00497638 0.00349348
internal_count=3121 2913 861 2052 1811 1554
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=8
num_cat=0
split_feature=47 52 47 3 0 15 151
split_gain=1.6473e-05 4.40878e-05 4.75715e-05 4.95787e-05 7.14194e-05 4.33939e-05 6.94132e-05
threshold=0.11893500000000001 0.11434500000000002 0.092165000000000011 -0.13309499999999996 -0.010949999999999998 -0.0040799999999999994 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.015021404264508115 -0.012176550480106959 -0.018224734023859067 0.024150718744137756 0.0075730730887588679 0.02749201072486368 0.011447275995572083 -0.029254622791661813
leaf_weight=0.0014991135492077572 0.0010041179561159535 0.0010071704093776558 0.0010176654631856661 0.0010331046215073009 0.0011535404167961226 0.0015650533862987389 0.001014233401725627
leaf_count=249 115 472 187 335 141 972 650
internal_value=0 0.00138538 0.00409738 0.000840012 0.00582919 -0.00108838 -0.010671
internal_weight=0 0.00828988 0.00728271 0.00626505 0.00476593 0.00361239 0.00204734
internal_count=3121 3006 2534 2347 2098 1957 985
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=9
num_cat=0
split_feature=50 15 15 51 3 15 3 2
split_gain=8.67967e-05 7.85449e-05 6.41965e-05 8.76169e-05 8.43298e-05 9.36888e-05 9.77732e-05 2.20905e-06
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.067785000000000012 -0.12018999999999998 -0.016799999999999995 0.10542000000000001 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -3
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00053923739317215242 -0.00053398712037507751 -0.00025243127349450803 0.00037377853326024359 0.00060272169433885482 -0.00060355508355911327 -0.00026907721969334891 0.00046325027719752124 -0.0003825532263836501
leaf_weight=0.0011328017454637742 0.0010720837962704408 0.0010041733344741948 0.0015684950460045618 0.001049382329560848 0.0012701993262697062 0.0016851603268642048 0.0012000768918000483 0.0010022622893934945
leaf_count=219 579 110 186 230 549 955 66 227
internal_value=0 5.33226e-05 -9.37222e-06 8.18828e-05 -1.36039e-05 -0.000159824 3.55249e-05 -0.00031743
internal_weight=0 0.00991255 0.00877975 0.00677331 0.00572393 0.00415544 0.00288524 0.00200644
internal_count=3121 2542 2323 1986 1756 1570 1021 337
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 16
split_gain=6.83768e-05 6.58407e-05 4.43536e-05 8.61113e-05 4.13986e-05 6.99008e-05 3.79447e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0002864370347452689 -0.00048765600340897964 0.00051654544584690582 -0.00050221216723291874 0.00058424852841632013 -0.00023014897678322378 -0.00022396045720555265 8.9983740030116758e-05
leaf_weight=0.0015596208199978806 0.0010207689135139373 0.0010217321324038362 0.0014571867682898702 0.0012485609148330809 0.0015610158122375357 0.0012518905393680202 0.0011445973332222369
leaf_count=201 609 322 1170 124 166 277 252
internal_value=0 4.71099e-05 -1.12198e-05 -8.08902e-05 3.70385e-05 0.000151463 0.000347852
internal_weight=0 0.0092446 0.00822287 0.00666325 0.00520606 0.00364505 0.00239316
internal_count=3121 2512 2190 1989 819 653 376
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=1.76225e-05 2.95319e-05 4.77355e-05 2.81431e-05 7.4288e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.01078374453564151 0.014415260556697444 -0.014507183637425706 -0.0042481593704588282 -0.0080579166180517799 0.026022817605284354
leaf_weight=0.0013195194643852515 0.0014848953022098405 0.0019087107743790159 0.0018166933827859022 0.0013142231104924492 0.001464051823504447
leaf_count=862 448 820 617 186 188
internal_value=0 0.00169071 -0.00121451 0.00430716 0.00926044
internal_weight=0 0.00798857 0.00650368 0.00459497 0.00328075
internal_count=3121 2259 1811 991 805
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=6.24259e-05 6.1935e-05 4.11434e-05 8.1039e-05 4.3986e-05 7.1314e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00027781675989821321 -0.00046473365242312876 0.00050403708179638373 -0.00048541039490466342 -0.00011869919495550093 -0.00023785132268866257 0.00043092184728650161
leaf_weight=0.0015536435781773519 0.0010170772462389016 0.0010150478030560425 0.0014558145685324422 0.0018139023589984313 0.0015545152163775884 0.0018166120739964145
leaf_count=201 609 322 1170 433 166 220
internal_value=0 4.71629e-05 -9.42996e-06 -7.66321e-05 3.81416e-05 0.000156316
internal_weight=0 0.00920954 0.00819449 0.00664084 0.00518503 0.00363051
internal_count=3121 2512 2190 1989 819 653
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=8
num_cat=0
split_feature=1 12 51 2 12 48 2
split_gain=9.66458e-05 4.8738e-05 4.97047e-05 6.63193e-05 5.61849e-05 5.69528e-05 9.24819e-05
threshold=0.13686500000000004 0.098810000000000023 -0.076794999999999988 1.0000000180025095e-35 0.085440000000000016 0.085845000000000019 0.099515000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00039179126392418411 0.00057629780402265404 -0.00034411208836803255 -0.0003355868473956038 0.00069206331568110542 0.00052088410688035645 -0.00023142034216509891 -0.00010002997427708498
leaf_weight=0.0010163537414005358 0.001019807107705357 0.001853086199931693 0.0012259238035580051 0.0010167232772472776 0.0013198269178979066 0.0015985154964988893 0.0012803987991136278
leaf_count=429 169 439 492 328 849 228 187
internal_value=0 -5.95184e-05 1.1197e-05 7.47824e-05 0.000171242 5.27846e-05 0.000250556
internal_weight=0 0.00931083 0.00745774 0.00644139 0.00521546 0.00389564 0.00229712
internal_count=3121 2952 2513 2084 1592 743 515
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 16
split_gain=5.98264e-05 5.45001e-05 3.44703e-05 9.62212e-05 3.77344e-05 7.27323e-05 3.61195e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.092124999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00025197624185680477 -0.00045590480256820474 0.00047000837119920777 -0.0005176225214822643 0.00058286156329097295 -0.00020150981962669106 -0.00022581879782870512 0.00010435522656562164
leaf_weight=0.0015662349415798893 0.0010265148809370005 0.001022343443163441 0.0014531201027329667 0.0012912548027626289 0.0015731969548113435 0.0012365931940463665 0.0011436626951704214
leaf_count=201 609 322 1170 124 166 277 252
internal_value=0 4.29343e-05 -9.89881e-06 -7.11362e-05 5.25691e-05 0.000161439 0.000358111
internal_weight=0 0.00928641 0.00826406 0.00669783 0.00524471 0.00367151 0.00243492
internal_count=3121 2512 2190 1989 819 653 376
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=8
num_cat=0
split_feature=1 12 0 0 0 3 151
split_gain=7.70286e-05 5.46261e-05 4.99323e-05 6.34847e-05 4.88807e-05 4.11978e-05 6.58337e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 -0.11437499999999999 0.14486500000000005 0.11924500000000002 -0.0083949999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.00020061375457747349 0.00050696151702562305 -0.00036058969440797223 0.00050540095297446229 -0.00043694278265295314 -5.5048304572108039e-05 -0.00026621217431522777 0.00043957613492037252
leaf_weight=0.0010364894767256917 0.0010202759691962495 0.0018671460277809243 0.0012982671136578493 0.0014858222750126645 0.0011097235492477783 0.0011470516007195466 0.00152802514583739
leaf_count=112 169 439 300 1732 51 87 231
internal_value=0 -6.00733e-05 1.37045e-05 -9.44376e-05 0.000247118 4.26748e-05 0.000180833
internal_weight=0 0.00947253 0.00760538 0.00519739 0.00240799 0.00371157 0.00256451
internal_count=3121 2952 2513 2162 351 430 343
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 16
split_gain=6.50125e-05 7.98053e-05 6.8071e-05 8.97023e-05 6.60532e-05 0.000142425 5.26355e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 0.052820000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.00046099972403015866 -0.00049826540365920601 -0.00064348010844242213 0.00070656704152282724 1.5074144445676791e-05 0.000591534310139425 -0.00033173845882097914 -3.7954915682000056e-05
leaf_weight=0.0010776316213336528 0.0012074642494263859 0.0012256889664002176 0.0011491198258352154 0.0019370670601913283 0.0011062907081478307 0.0015318373453647399 0.0010040186994949747
leaf_count=180 1091 416 316 206 457 216 239
internal_value=0 -4.81453e-05 5.56469e-05 0.000272547 -0.000118421 5.54331e-05 -0.000370817
internal_weight=0 0.00916149 0.00693178 0.00308619 0.00384559 0.00263813 0.00222971
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=7
num_cat=0
split_feature=1 42 3 1 3 15
split_gain=1.78925e-05 4.13455e-05 9.28897e-05 4.02346e-05 8.9927e-05 2.38073e-05
threshold=0.12337000000000002 0.075730000000000006 -0.12018999999999998 0.094465000000000007 0.090900000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.029564589649905638 0.0087030926674995131 -0.0029402796691091922 -0.033782724891612298 0.0067912277684841656 0.0058272243061511988 -0.023407904640371145
leaf_weight=0.0010298277308064818 0.0018632713157865832 0.0011016120427027422 0.0010845024354236999 0.0019086670425693415 0.0012156456423339582 0.0011738711566857227
leaf_count=199 294 584 802 301 89 852
internal_value=0 -0.00224403 0.00264477 -0.00394206 -0.0128486 -0.0134991
internal_weight=0 0.00751413 0.00523864 0.00420882 0.00230015 0.00227548
internal_count=3121 2827 1391 1192 891 1436
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 15 150
split_gain=6.66953e-05 4.97182e-05 3.64288e-05 8.01365e-05 6.97754e-05 5.34611e-05 3.53093e-05
threshold=0.079410000000000008 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.0060749999999999997 -0.10091499999999999 0.081835000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00044047958846351009 -0.00048516322001762032 0.00018861641606027801 0.0002801973331725722 -0.00042524263297103089 0.00047759356357227159 -0.00053902898775347254 -2.5212997863892578e-05
leaf_weight=0.0010633568075817208 0.0010266546513091153 0.0016745055310503267 0.0013741431142431293 0.0017910087892077107 0.0011683305650514401 0.0010330226023610245 0.0010238231512134316
leaf_count=176 609 268 421 269 486 674 218
internal_value=0 4.19567e-05 -1.0589e-05 -7.03111e-05 5.94291e-05 -7.15032e-05 -0.00028327
internal_weight=0 0.00912819 0.00806483 0.00669069 0.00489968 0.00373135 0.00205685
internal_count=3121 2512 2336 1915 1646 1160 892
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=8
num_cat=0
split_feature=147 151 4 52 4 1 2
split_gain=1.50717e-05 4.22926e-05 5.0479e-05 3.88399e-05 4.46837e-05 6.6852e-05 5.84033e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 -0.092399999999999982 -0.0029599999999999995 0.10781 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.018954742581192761 0.011453046759972383 -0.01963608695289646 0.021958129569529188 0.021521730796143796 -0.025701989318147794 0.0084589436197201971 -0.0080734301194960844
leaf_weight=0.0011867108641760308 0.0010119359341500085 0.001038118426860005 0.0010260274741380956 0.0017187264458833923 0.001156307231821935 0.001135358176220205 0.0010894750456019815
leaf_count=408 146 465 242 1163 449 86 162
internal_value=0 -0.00146934 0.0014271 -0.00200487 0.0015841 -0.00877766 0.0100399
internal_weight=0 0.00835072 0.00716401 0.00613799 0.00509987 0.00229167 0.0028082
internal_count=3121 2975 2567 2325 1860 535 1325
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=8
num_cat=0
split_feature=11 48 0 2 4 0 52
split_gain=1.73621e-05 3.816e-05 0.000118179 5.54252e-05 4.11354e-05 5.51649e-05 7.2841e-05
threshold=0.078340000000000007 0.082620000000000013 -0.18901999999999997 0.11237500000000002 0.25615500000000008 0.047850000000000011 -0.034054999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.014799171066061108 -0.012060381325612671 -0.010026435204640605 0.035873506544319859 0.017308412086422861 -0.024399439387816635 -0.02111387445632748 0.018796334365063901
leaf_weight=0.0010746004010429543 0.0010686256563607081 0.0011371863015544605 0.0011069738621452784 0.001128901987079222 0.0010899934147382035 0.0011105344670998799 0.0016157619119316537
leaf_count=389 208 79 475 343 162 91 1374
internal_value=0 0.00148511 0.0126146 -0.00266391 -0.00727387 -0.00236273 0.00537742
internal_weight=0 0.00826395 0.00224416 0.00601979 0.00489089 0.0038009 0.00269036
internal_count=3121 2913 554 2359 2016 1854 1763
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=7
num_cat=0
split_feature=1 43 52 1 52 4
split_gain=7.96726e-05 4.11345e-05 6.5119e-05 7.33301e-05 7.73751e-05 6.67795e-05
threshold=0.13686500000000004 -0.20207499999999998 0.089325000000000015 0.11181500000000001 -0.087769999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00027493568131414743 0.00052245932337357224 -0.00033006005859632909 -0.00043096220934072164 -0.00033311526580555919 0.00061818058186172912 4.5658463940942747e-05
leaf_weight=0.0012302319575197536 0.0010031302781104623 0.001066094469284564 0.0018680326752201423 0.0019121267313710055 0.0013213904041189288 0.0019234422763527883
leaf_count=174 169 548 682 248 911 389
internal_value=0 -5.91087e-05 -0.000109899 -1.3523e-05 0.000128233 0.000278806
internal_weight=0 0.00932132 0.00809109 0.00622305 0.00431093 0.00324483
internal_count=3121 2952 2778 2096 1848 1300
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 2 0
split_gain=7.74552e-05 6.75903e-05 4.47013e-05 7.24591e-05 3.70532e-05 0.000137797 4.13995e-05 3.49817e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.098260000000000014 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00028253233209396599 -0.00051291326747495997 0.00051686447586390407 -0.00045752066230478485 -0.00045126861273811985 -0.00039358668274762067 0.00070250833409861435 9.177325194578447e-05 0.000114275352683549
leaf_weight=0.0016423577599089393 0.0010433600287030461 0.0010589694982940439 0.0015071928589863205 0.0010430903323463412 0.0010455788672671454 0.0011609396437142283 0.001118519849661499 0.0010402157117546875
leaf_count=207 579 322 1189 291 95 103 201 134
internal_value=0 4.95632e-05 -8.26156e-06 -7.73216e-05 2.86319e-05 0.000161059 -0.000170273 -0.000140309
internal_weight=0 0.00961686 0.0085579 0.00691554 0.00540834 0.00324673 0.00216161 0.00208579
internal_count=3121 2542 2220 2013 824 332 492 229
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=7
num_cat=0
split_feature=159 1 13 2 1 3
split_gain=1.75267e-05 3.14318e-05 3.62101e-05 9.95971e-05 4.26214e-05 4.57613e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 0.089175000000000018 -0.0037349999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.012107579671411033 -0.031636432693141377 0.016208443137190966 0.016417698270901494 0.0070634866370649614 0.012929681029431992 -0.01447735423715445
leaf_weight=0.0010696492792666946 0.0012006480629735208 0.0012351372944281805 0.0017852051100152202 0.0014906261365072076 0.0010027854847490729 0.0015522609958021315
leaf_count=509 897 216 749 297 309 144
internal_value=0 0.00149594 -0.00108841 -0.0102016 0.00456241 -0.00372085
internal_weight=0 0.00826666 0.00703153 0.00269127 0.00434025 0.00255505
internal_count=3121 2612 2396 1194 1202 453
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=8
num_cat=0
split_feature=50 484 52 457 3 43 43
split_gain=7.7009e-05 6.32874e-05 3.22851e-05 6.30119e-05 7.66192e-05 0.000108949 0.000127729
threshold=0.079410000000000008 0.084040000000000017 -0.088614999999999985 0.045365000000000009 0.088060000000000013 -0.00067499999999999993 -0.15323999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00028594285086530814 -0.00051133175038245058 0.00051892810648577093 0.00027861328525328983 0.0004845965083411874 -0.00035607258910577249 0.00045852646216458347 -0.00069084047493077035
leaf_weight=0.0012989439182462493 0.0010278526297203732 0.0010050998418947273 0.0010884912703445567 0.0010867145229779551 0.0018794696330936 0.0019365970281935087 0.0010048908128252754
leaf_count=511 609 322 124 159 142 411 843
internal_value=0 5.42538e-05 -2.04981e-06 5.06592e-05 -2.91394e-05 0.000123333 -0.000186756
internal_weight=0 0.00930021 0.00829511 0.00699616 0.00590945 0.00402998 0.00209338
internal_count=3121 2512 2190 1679 1520 1378 967
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=7
num_cat=0
split_feature=42 43 0 16 52 16
split_gain=1.67488e-05 3.01384e-05 5.03661e-05 3.74897e-05 3.81014e-05 2.57879e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.066689999999999985 0.071345000000000006 -0.049749999999999996 -0.29154999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.01042803519618212 -0.0036612955260755548 0.016481785579658043 0.027442811888894678 -0.018484826946452485 0.0045128057784771716 -0.01269932220478966
leaf_weight=0.0013348650049361541 0.0010327840902872548 0.0013004199296731073 0.0010497458934249078 0.0011154550664941084 0.0018539536073751736 0.001640868353277792
leaf_count=862 725 173 178 255 232 696
internal_value=0 0.00167261 0.0120174 -0.00197221 0.00186891 -0.00356853
internal_weight=0 0.00799323 0.00208253 0.0059107 0.00479524 0.00349482
internal_count=3121 2259 903 1356 1101 928
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=8
num_cat=0
split_feature=1 12 0 0 3 1 2
split_gain=7.49269e-05 6.16998e-05 6.35846e-05 9.31526e-05 6.38955e-05 8.52477e-05 4.28277e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 -0.11437499999999999 0.12178000000000001 0.10557500000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-0.00015161254845062931 0.00039625087201850006 -0.00047970849114685948 -0.00011643200410456788 -0.00061804827348200576 -0.00045558625313684266 0.00056374749056741153 0.00041122240178910236
leaf_weight=0.001713883815670898 0.0010144955410859675 0.0019077171949763118 0.0010565298160879499 0.001507237209099998 0.0010382450832395682 0.0010225950730279119 0.0013433739678204225
leaf_count=262 169 439 152 1732 76 92 199
internal_value=0 -0.0001641 -8.5722e-05 -0.000205968 -4.14258e-05 0.00011571 0.000178929
internal_weight=0 0.00958958 0.00768186 0.00528196 0.00377472 0.00273648 0.0023999
internal_count=3121 2952 2513 2162 430 354 351
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=9
num_cat=0
split_feature=50 484 147 151 4 3 12 16
split_gain=8.29563e-05 5.66208e-05 3.31824e-05 5.39832e-05 0.000106128 8.06775e-05 3.84766e-05 3.78654e-05
threshold=0.086580000000000004 0.084040000000000017 0.089025000000000007 -0.0083949999999999979 0.24564500000000003 0.10893000000000001 0.085495000000000015 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00039429079287077169 -0.00053484395222797574 0.00049270474569826524 0.0003360783040472962 0.0004728300873110484 0.00053590596545389992 -0.000553145655896889 -0.00023777472278234727 -3.0215544700883778e-05
leaf_weight=0.0013745821826900975 0.0010167516078453216 0.0010127027646715065 0.001004022001064836 0.0010352639247911059 0.0012848705736994703 0.0011430918583065913 0.0012092689159013707 0.0012948069522950392
leaf_count=285 579 322 111 200 232 56 1114 222
internal_value=0 5.48724e-05 1.74522e-06 -4.39757e-05 3.67202e-05 -0.000100258 4.60106e-05 0.000193291
internal_weight=0 0.00935861 0.00834591 0.00734188 0.0059673 0.00468243 0.00353934 0.00233007
internal_count=3121 2542 2220 2109 1824 1592 1536 422
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 52 4 3
split_gain=0.000100407 6.02967e-05 7.29091e-05 6.01292e-05 7.79256e-05 5.31955e-05 0.000108979 1.46895e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.034684999999999994 -0.20207499999999998 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00074346468806804589 0.00057799377265731905 0.00043789418265550387 -7.0210977471934615e-06 -0.00026798582234172314 -0.00044999469288803265 0.0006099768692260397 6.8569585926715323e-05 -0.00026576554650287079
leaf_weight=0.0010075571608730866 0.0010189556333198057 0.0010915505654527343 0.0010612240094757825 0.0013497271210475507 0.0015036946632595652 0.0014096091173123135 0.0010001401460372093 0.001021064494541455
leaf_count=206 169 158 167 569 591 887 296 78
internal_value=0 -6.98675e-05 -0.000365691 1.31058e-05 -6.06785e-05 6.17789e-05 0.000191513 -0.000100329
internal_weight=0 0.00944457 0.00206878 0.00737579 0.00628424 0.00478054 0.00343081 0.0020212
internal_count=3121 2952 373 2579 2421 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=7
num_cat=0
split_feature=49 42 15 15 16 12
split_gain=1.45565e-05 5.77196e-05 4.10304e-05 3.39248e-05 9.96616e-05 6.13756e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.040804999999999994 -0.037864999999999989 -0.072359999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 3 -1 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.020479995347670556 0.0073371054867304199 -0.024365720623434367 -0.00727170172756526 0.02255571936597656 -0.031366743667192998 -0.0046329060771714619
leaf_weight=0.0011053874136518432 0.001845352207665732 0.0010181027669623824 0.0010284047325559438 0.0015719133532900254 0.0010403962878415859 0.0017597765917236926
leaf_count=226 397 621 199 180 440 1058
internal_value=0 -0.002294 0.00710476 0.00132023 -0.00661676 0.00819487
internal_weight=0 0.00723554 0.00213379 0.00621744 0.00288575 0.00333169
internal_count=3121 2696 425 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=7
num_cat=0
split_feature=42 43 0 16 0 2
split_gain=1.50893e-05 2.77759e-05 4.3288e-05 3.02198e-05 4.90091e-05 3.5789e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.067094999999999988 -0.056919999999999991 -0.14832499999999996 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.0099908745292162787 -0.0030656120294930192 -0.0077310723143625207 0.02578614903885745 -0.024877713635626797 0.015792577323074097 -0.00010843680165373563
leaf_weight=0.0013329392455390049 0.0010341798292045736 0.0017962199064720491 0.0010459816874927056 0.0010187612773466944 0.0017471014801529251 0.001364860899501208
leaf_count=862 720 168 183 354 563 271
internal_value=0 0.00150036 0.0114421 -0.00198887 0.00386771 -0.0106948
internal_weight=0 0.00800711 0.00208016 0.00592694 0.00354332 0.00238362
internal_count=3121 2259 903 1356 731 625
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=5.70067e-05 4.70855e-05 8.21509e-05 6.09387e-05 0.000105459 7.94943e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00032974395557564109 -0.00044947581542754137 -0.00052280441688902024 0.00035562670279754786 -0.00047314863803687524 -0.0001151726481276773 0.00055498291087693647
leaf_weight=0.0017599101529776071 0.0010092799745004153 0.0010948589201391218 0.0018713495484788609 0.0015751641194721782 0.0016534617829596148 0.0011565215728666757
leaf_count=625 609 269 396 908 167 147
internal_value=0 4.16576e-05 -2.731e-05 5.93993e-05 -6.7015e-05 0.000160647
internal_weight=0 0.00911127 0.00735136 0.0062565 0.00438515 0.00280998
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=8
num_cat=0
split_feature=1 43 4 47 150 0 47
split_gain=1.46821e-05 4.53026e-05 2.91616e-05 3.63982e-05 5.92011e-05 3.93666e-05 1.77698e-05
threshold=0.077565000000000009 0.070450000000000013 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998 0.11402500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=-0.017611016930867404 -0.012199673719596162 0.0094810330802244346 0.0075742237885944204 -0.014770539317601064 -0.0067012375073552295 0.033230306571843081 0.0039799365625576124
leaf_weight=0.0015167245454315774 0.0011506144014820615 0.0010407398244701774 0.0011944938576871739 0.0010186954952440871 0.0012129345979636219 0.0011977658764937668 0.0010031250459516163
leaf_count=1424 551 212 125 159 121 421 108
internal_value=0 -0.00658612 0.0023061 0.00527225 0.0112952 0.0204198 -0.0054675
internal_weight=0 0.00255746 0.00677763 0.00562701 0.00360519 0.00239226 0.00202182
internal_count=3121 1636 1485 934 667 546 267
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=10
num_cat=0
split_feature=1 150 4 0 0 3 151 4 0
split_gain=7.9722e-05 9.10575e-05 6.48807e-05 0.000106414 0.000147203 6.47248e-05 5.75878e-05 7.39223e-05 6.21102e-05
threshold=0.13686500000000004 0.11456000000000001 -0.49405499999999997 -0.060129999999999996 -0.10151999999999999 -0.10831999999999999 -0.072119999999999976 0.24564500000000003 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00046035423076871008 0.00051308019740891242 -0.00060617252304365839 -0.00031182913154539276 0.00074460078319299233 -0.00067952525525342294 8.0529998492952153e-05 -0.00036021123498964958 0.00058238182553749826 0.00032659118148195462
leaf_weight=0.0010075692663684748 0.0010451054079165826 0.0010367156527490021 0.001038636402715047 0.0011799407733786571 0.0012191318430233499 0.0010815007211181253 0.0010131113365683155 0.0012981401371291819 0.0010118602228641818
leaf_count=154 169 111 115 105 1870 209 135 113 140
internal_value=0 -5.63746e-05 8.03118e-06 6.82086e-05 -7.71857e-05 0.000427019 9.11714e-05 0.000217129 -1.70222e-05
internal_weight=0 0.00988661 0.00884989 0.00784232 0.00558088 0.00226144 0.00436175 0.00332311 0.00202497
internal_count=3121 2952 2841 2687 2373 314 503 388 275
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=8
num_cat=0
split_feature=1 12 51 2 12 1 2
split_gain=6.6922e-05 5.8515e-05 6.44919e-05 6.65061e-05 4.93041e-05 4.65996e-05 6.5853e-05
threshold=0.13686500000000004 0.098810000000000023 -0.031924999999999995 1.0000000180025095e-35 0.085440000000000016 0.10587000000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00038196033344510983 0.00047789934601159866 -0.00036468775764117347 -0.00030987999420551082 0.00028673445986255225 0.00052603623848833478 0.00037843680671301795 -0.00035784239144458999
leaf_weight=0.0012588264444893266 0.0010132036815792564 0.0018542633968202859 0.0012110958819343508 0.0010924194283282885 0.0013294770034640267 0.0013663909231864798 0.0013781297187293647
leaf_count=493 169 439 479 371 830 173 167
internal_value=0 -5.22429e-05 2.36253e-05 0.000103682 0.000200628 8.78757e-05 -7.28255e-05
internal_weight=0 0.0094906 0.00763634 0.00637751 0.00516642 0.00383694 0.00247055
internal_count=3121 2952 2513 2020 1541 711 538
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=8
num_cat=0
split_feature=50 484 12 43 43 4 16
split_gain=6.76595e-05 6.13727e-05 3.25801e-05 6.31221e-05 8.88113e-05 5.85866e-05 9.43839e-05
threshold=0.086580000000000004 0.084040000000000017 0.11650500000000001 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.00042373459145371672 -0.00049180133611960116 0.00049757744474880606 -0.00033851959760626386 -0.00047650327104861511 -0.00018032614372254013 -2.9256057807085144e-05 0.00071551355600608176
leaf_weight=0.0013145050175863426 0.0010038087076438247 0.0010212407340082922 0.0010277201973028383 0.0014352697907282479 0.0019297757470020634 0.0016509160575369592 0.0010836013126809384
leaf_count=166 579 322 110 1169 476 207 92
internal_value=0 4.35776e-05 -1.13447e-05 3.40075e-05 -4.99819e-05 8.12649e-05 0.000265872
internal_weight=0 0.00946303 0.00844179 0.00741407 0.00609956 0.00466429 0.00273452
internal_count=3121 2542 2220 2110 1944 775 299
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 3 0 49
split_gain=8.62715e-05 5.34901e-05 8.23657e-05 5.90245e-05 8.47448e-05 4.99577e-05 7.6445e-05 0.000124288
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.10831999999999999 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=-0.00073580325519758977 0.00053860027882229389 0.00043614133240914982 4.2109427824802514e-05 0.00042464407606207088 -0.00046719953677140782 -0.00022398986277024152 -0.00045214509756392096 0.00067813573805416527
leaf_weight=0.0010260551433806237 0.0010163352779106452 0.0010949880954272719 0.0010679535003810684 0.0011564711240473913 0.0014798112337200374 0.0013917672011757708 0.0011827937217963871 0.0010156346166135706
leaf_count=204 169 158 169 184 591 145 1396 105
internal_value=0 -6.2717e-05 -0.000339064 1.63209e-05 -5.75087e-05 7.02157e-05 -4.39525e-05 0.000156599
internal_weight=0 0.00941547 0.00209401 0.00732147 0.00622648 0.00474667 0.0035902 0.0024074
internal_count=3121 2952 373 2579 2421 1830 1646 250
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=7
num_cat=0
split_feature=52 160 16 52 151 2
split_gain=1.54135e-05 2.77113e-05 6.65732e-05 7.42094e-05 6.90783e-05 8.10655e-05
threshold=0.15915500000000002 -0.027994999999999996 -0.056919999999999991 0.091275000000000009 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.014541484807069469 -0.011762806975086366 -0.014500904546448472 -0.025599616790765636 0.0078650585909540993 -0.0019569138621717466 0.030377287469417487
leaf_weight=0.0013278655049103359 0.0010143361920433311 0.0011236096981364794 0.0017707095844300899 0.0010589375368548499 0.001529185134125833 0.0015729324373148826
leaf_count=547 368 151 832 53 772 398
internal_value=0 0.00128874 -0.00120551 -0.0130761 0.00674336 0.0144382
internal_weight=0 0.00838324 0.00705537 0.00282965 0.00422573 0.00310212
internal_count=3121 2753 2206 885 1321 1170
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=8
num_cat=0
split_feature=50 15 151 15 2 12 0
split_gain=0.000101618 4.83549e-05 4.37208e-05 7.02241e-05 7.67829e-05 5.82167e-05 3.6755e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.024429999999999997 -0.037864999999999989 0.10097500000000002 0.051320000000000005 -0.14001499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00045443991075369875 -0.00058046572714221738 0.00029342134923833577 -5.4526986527254147e-05 0.00065408178962396348 -0.00024143719434536478 6.5992420363519724e-05 -0.00055797508468716228
leaf_weight=0.0011189398384322839 0.0010172361935546778 0.0017800053856891016 0.0010057601904908814 0.001058300881758512 0.0016509004570970341 0.0016659166674463034 0.001251004222497726
leaf_count=219 579 428 101 99 261 911 523
internal_value=0 7.15024e-05 2.05644e-05 -5.26707e-05 9.22408e-05 0.000294453 -0.000333606
internal_weight=0 0.00953083 0.00841189 0.00663188 0.00437512 0.00272422 0.00225676
internal_count=3121 2542 2323 1895 1271 1010 624
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=7
num_cat=0
split_feature=52 52 0 15 2 1
split_gain=1.57282e-05 2.7668e-05 3.31126e-05 3.82157e-05 8.98334e-05 9.39736e-06
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.10203999999999998 0.10097500000000002 0.078340000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.007797685105437587 -0.015407943294861007 0.012326862405948835 -0.019769405735508672 0.020828718147126876 -0.02079653014466188 0.0073388005210107583
leaf_weight=0.0019886812849056182 0.0013092443914713746 0.0017288819346107688 0.0011392292435630806 0.0010243343878228752 0.0011548537792298299 0.0010414109123566544
leaf_count=771 438 234 268 763 231 416
internal_value=0 -0.00221975 0.00061608 -0.00402781 0.0015405 0.014028
internal_weight=0 0.00739795 0.00608871 0.00435983 0.0032206 0.00206575
internal_count=3121 2350 1912 1678 1410 1179
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 52 4 4
split_gain=0.000108262 7.35643e-05 7.64995e-05 5.56684e-05 9.40979e-05 5.17939e-05 7.87591e-05 2.87077e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.0007709686115951206 0.00058932828285616998 0.00042005929686644676 -3.5234607299448186e-05 -0.00024294210093064135 -0.0004785021174968643 0.00055440172063530094 -0.00027408095372732141 0.00018816043647032737
leaf_weight=0.0010586421495935535 0.0010422943467443104 0.0011165755886846139 0.0011162692808187632 0.0013850200802106201 0.0015314564238169247 0.0014533521989048863 0.0010258551051872439 0.0010404888600147352
leaf_count=204 169 158 169 569 591 887 229 145
internal_value=0 -7.56005e-05 -0.000393354 1.59009e-05 -5.42143e-05 7.8266e-05 0.000204663 -4.13235e-05
internal_weight=0 0.00972766 0.00217491 0.00755275 0.00643617 0.00490472 0.0035197 0.00206634
internal_count=3121 2952 373 2579 2421 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=9
num_cat=0
split_feature=50 3 15 2 2 0 12 3
split_gain=7.9072e-05 5.32293e-05 5.77224e-05 5.43963e-05 0.000108841 5.8464e-05 7.79881e-05 3.90085e-05
threshold=0.086580000000000004 -0.15447499999999995 -0.24436499999999997 0.11389000000000002 0.098260000000000014 -0.053834999999999994 0.091475000000000015 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00045288266153943108 -0.00051842683507976749 0.00043469903877589111 -0.00045264717419256335 -0.00040392948592125064 0.00049067890706406528 -0.0004637761805100114 0.00046980533169385766 5.2020219158548331e-05
leaf_weight=0.001115360123425716 0.0010422452623172701 0.0010254041267634042 0.0010893031318624379 0.0014410025283653014 0.001443312766599575 0.0013818206731927478 0.001014433389037585 0.0012817365375147605
leaf_count=182 579 200 983 272 295 137 391 82
internal_value=0 4.96658e-05 -2.16447e-06 -6.07092e-05 1.89257e-05 -0.000123899 1.48258e-05 -0.000179834
internal_weight=0 0.00979237 0.00867701 0.00765161 0.00621061 0.00476729 0.00338547 0.00237104
internal_count=3121 2542 2360 2160 1888 1593 1456 1065
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=7
num_cat=0
split_feature=15 42 3 2 0 43
split_gain=1.67597e-05 4.14796e-05 5.21476e-05 5.22773e-05 6.15306e-05 4.77953e-05
threshold=0.079055000000000014 0.075730000000000006 -0.10519499999999998 0.11389000000000002 -0.12333499999999999 -0.079734999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.022496996516001712 -0.011651195202309257 -0.02434450255735577 0.02116770496628927 -0.017095061423490949 -0.0054507802897480976 0.0054222845981448812
leaf_weight=0.0014127979065210435 0.0011081635007932278 0.0011558104642281049 0.0016145219674326696 0.0012336894170807133 0.0018791592325970682 0.0010114576551882668
leaf_count=201 1143 525 178 226 437 411
internal_value=0 0.00144128 0.00563935 0.000601358 0.00685032 -0.0104524
internal_weight=0 0.00830744 0.00614017 0.00472737 0.00349368 0.00216727
internal_count=3121 1978 1042 841 615 936
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=7.71526e-05 4.81416e-05 3.91903e-05 6.29802e-05 4.64633e-05 6.61272e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00027522767414054445 -0.00052263092503660998 0.0004512277772409295 -0.00042768915301704926 -0.00011025407787248014 -0.00025009140992173656 0.0004158876236926722
leaf_weight=0.0015792525281677731 0.001015686765707991 0.0010076527592091612 0.001463894632555896 0.0018358912010330414 0.0015695407833652758 0.0018377301092761642
leaf_count=207 579 322 1189 435 169 220
internal_value=0 4.65452e-05 -2.66606e-06 -6.80993e-05 3.22985e-05 0.000152948
internal_weight=0 0.00929396 0.00828631 0.00670706 0.00524316 0.00367362
internal_count=3121 2542 2220 2013 824 655
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=7
num_cat=0
split_feature=1 42 3 1 3 15
split_gain=1.57248e-05 2.85981e-05 6.33296e-05 3.48272e-05 8.86022e-05 2.50821e-05
threshold=0.12337000000000002 0.075730000000000006 -0.12018999999999998 0.094465000000000007 0.090900000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.024386213324639961 0.0080652061259776503 -0.00062175538703277376 -0.032802734894780534 0.0064813502190389496 0.0065626053089821116 -0.021575568944282322
leaf_weight=0.0010129842501658427 0.00188697221007813 0.0011034008359784419 0.0010698480187814091 0.0019203935825971284 0.0012281065192467217 0.0011845410073372739
leaf_count=199 294 584 802 301 89 852
internal_value=0 -0.00214488 0.00193359 -0.00345814 -0.0117645 -0.0114702
internal_weight=0 0.00751927 0.00523133 0.00421835 0.00229795 0.00228794
internal_count=3121 2827 1391 1192 891 1436
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=5.07224e-05 4.0878e-05 7.11388e-05 5.25571e-05 9.95112e-05 7.51286e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00031418542684655292 -0.00042048669519129193 -0.00047708992578325489 0.00033151187259938147 -0.00045298721868525162 -0.00010552012826105239 0.00054210460350335315
leaf_weight=0.0017316707921676026 0.0010082484389998701 0.0011144758025976491 0.0019141735205912488 0.0015740637420162723 0.0016698757069194613 0.0011720527700072626
leaf_count=625 609 269 396 908 167 147
internal_value=0 4.28354e-05 -2.02824e-05 6.01422e-05 -5.74868e-05 0.00016157
internal_weight=0 0.00917631 0.00744464 0.00633017 0.00441599 0.00284193
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=8
num_cat=0
split_feature=11 13 12 0 52 16 12
split_gain=1.72242e-05 4.65128e-05 5.05898e-05 7.34034e-05 6.54405e-05 5.25437e-05 4.97251e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 -0.019414999999999998 -0.066844999999999988 -0.074929999999999983 0.090455000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00067350967927157853 -0.012074761189274461 -0.023108183294752921 -0.017452700175051801 0.025737021051277523 -0.009753062395225387 0.022161769337107187 0.029024969363545868
leaf_weight=0.0011652035454561482 0.0010634557080750505 0.0012128623969958601 0.0017514371161199077 0.0010474351994696368 0.0010345303205953637 0.0010289404923632672 0.0010922629908728726
leaf_count=737 208 178 1452 164 159 99 124
internal_value=0 0.00143951 -0.00311482 0.00269305 -0.00467405 0.00616113 0.0136959
internal_weight=0 0.00833267 0.00607521 0.00432377 0.00327633 0.00206347 0.00225747
internal_count=3121 2913 2052 600 436 258 861
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=7
num_cat=0
split_feature=52 457 3 12 1 3
split_gain=1.63779e-05 2.79961e-05 4.57277e-05 0.000106619 6.94895e-05 6.27672e-05
threshold=-0.081429999999999989 0.045365000000000009 0.088060000000000013 0.09334000000000002 0.093575000000000019 0.13524500000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=0.0079960988683663945 0.00053654350331799915 0.013274813331610969 -0.034050903501570605 -0.019606926593603066 0.033952159768926814 -0.00081388154954385456
leaf_weight=0.0019800596760000061 0.0015542255891560495 0.0010041019457119483 0.0010464237118238406 0.001496401033711577 0.0010379257404707889 0.0012432246896270814
leaf_count=771 1145 180 80 576 233 136
internal_value=0 -0.00224596 -0.00468935 0.00164701 0.0139165 -0.016004
internal_weight=0 0.0073823 0.0063782 0.00408855 0.00259215 0.00228965
internal_count=3121 2350 2170 1954 1378 216
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=7
num_cat=0
split_feature=133 43 16 4 47 3
split_gain=1.55602e-05 4.29109e-05 5.01472e-05 2.88959e-05 4.84069e-05 5.96133e-05
threshold=0.088525000000000006 -0.074359999999999996 0.15273500000000004 -0.04890499999999999 0.085770000000000027 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.0011485828905368866 -0.011518080124517667 -0.015810338281283757 0.029547408117347424 -0.00569769211321779 -0.016773127670482193 0.022375537013399165
leaf_weight=0.0016430444040058181 0.0010536705755539123 0.0014328544029654196 0.001000374872450898 0.0016395645039328885 0.001157329920901035 0.0014042703329083719
leaf_count=715 713 815 149 393 152 184
internal_value=0 0.0013844 0.0118958 -0.00354745 0.000634949 0.00725387
internal_weight=0 0.00827744 0.00264342 0.00563402 0.00420116 0.00304383
internal_count=3121 2408 864 1544 729 577
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=1.51608e-05 3.01069e-05 3.27864e-05 4.75544e-05 6.16621e-05 8.612e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011319012608616312 -0.02341487167096962 0.015763502309233023 0.013235556433600363 0.024253498312187788 -0.016378315868933877 -0.0090602192084861082
leaf_weight=0.0010604649075775336 0.0010697944924032187 0.0012374527498637457 0.0012914684886706738 0.0015987051365324387 0.0015419777380127194 0.0015079208901115776
leaf_count=509 615 216 176 1050 269 286
internal_value=0 0.00138322 -0.00115533 -0.00440543 -3.07404e-05 0.0080834
internal_weight=0 0.00824732 0.00700987 0.0057184 0.0046486 0.00310663
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 52 0
split_gain=7.67704e-05 5.17889e-05 8.4805e-05 7.40544e-05 8.24951e-05 5.18079e-05 5.6382e-05 4.39933e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00074532363124097008 0.00050120238017470039 0.00047761615539618538 4.254125771960975e-05 -0.00025084088461355803 -0.00046682847230285039 -0.00015132424206505641 0.00067691881730496241 0.00011447956806412773
leaf_weight=0.0010112720283206155 0.0010209491713430068 0.0011174902796501221 0.0010929548854442285 0.001465031963545871 0.0015271371490772796 0.0011866211216656338 0.001017540248959107 0.0011267446490490927
leaf_count=204 169 158 169 387 591 441 89 913
internal_value=0 -6.45045e-05 -0.000336099 1.23038e-05 -6.99318e-05 5.64492e-05 0.000191605 0.000381377
internal_weight=0 0.00954479 0.00210423 0.00744057 0.00632308 0.00479594 0.00333091 0.00214428
internal_count=3121 2952 373 2579 2421 1830 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=9
num_cat=0
split_feature=50 15 12 3 16 1 0 49
split_gain=6.67722e-05 4.67511e-05 4.3517e-05 5.49078e-05 0.000125727 8.2305e-05 7.21898e-05 9.27617e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.029094999999999999 -0.10519499999999998 -0.25582999999999995 0.080000000000000016 -0.053834999999999994 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 7 -6
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=0.00043016259924355288 -0.00048130982436748717 -0.00033244529926148859 -5.9165980210653009e-05 -0.00062956943322538175 -0.00010298178951338656 0.00071231815632114882 -0.00030150616373774509 0.00066023893710247695
leaf_weight=0.0010873699603459836 0.0010160700195741236 0.0012939387264495998 0.0010789614636412155 0.0011267513485741761 0.0011382845744981294 0.0010481143041942021 0.0010747358495024504 0.0013248396075786692
leaf_count=218 609 219 121 169 256 177 183 1169
internal_value=0 4.84482e-05 -2.88542e-06 5.99017e-05 -5.91517e-05 0.000320982 0.000122517 0.000307531
internal_weight=0 0.009173 0.00808563 0.00679169 0.00466461 0.00212708 0.00353786 0.00246312
internal_count=3121 2512 2294 2075 1777 298 1608 1425
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=7
num_cat=0
split_feature=42 43 15 16 15 47
split_gain=1.50121e-05 3.18203e-05 4.07332e-05 8.33519e-05 3.23082e-05 3.93933e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.03241999999999999 -0.008904999999999998 -0.18895499999999996 0.090280000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0098896369684804333 0.014803519113698094 -0.0066799272436728306 -0.030739177666791885 0.0046675250255215472 0.023850476056452713 -0.0020498958427612188
leaf_weight=0.0013335180587996679 0.001480610047478831 0.0014247825109593576 0.0011823661073208027 0.0015191477061254604 0.0013237691842786304 0.0010554285430413482
leaf_count=862 448 232 560 374 469 176
internal_value=0 0.00157217 -0.0014392 -0.0108289 0.00522914 0.0123609
internal_weight=0 0.0079861 0.00650549 0.00270151 0.00380398 0.0023792
internal_count=3121 2259 1811 934 877 645
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=7
num_cat=0
split_feature=2 3 1 2 0 1
split_gain=1.4924e-05 3.71938e-05 8.03883e-05 3.5495e-05 2.58849e-05 5.42631e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 0.090935000000000016 -0.10607499999999999 0.10638500000000002
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011245525084076405 -0.0054766465026704989 -0.0072293480753087905 0.031399185796269588 -0.019003339722342139 0.0099567666865042377 -0.018594170760061288
leaf_weight=0.0015098830345824871 0.0012097662752788712 0.0015912314426617222 0.0011561130069492238 0.0011581304699077788 0.0012593182011013872 0.0014121312352078864
leaf_count=194 499 174 246 423 1373 212
internal_value=0 0.00459223 0.0125431 -0.00351114 0.000779837 -0.00513529
internal_weight=0 0.00395711 0.00236588 0.00533946 0.00418133 0.00267145
internal_count=3121 919 745 2202 1779 1585
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=8
num_cat=0
split_feature=50 15 16 160 52 2 4
split_gain=9.22137e-05 4.68819e-05 4.93603e-05 6.0072e-05 5.31589e-05 5.82187e-05 3.1252e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.36241499999999999 -0.027994999999999996 -0.088614999999999985 0.10097500000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00042533884158894826 -0.00056192749980164076 -0.00029631526225241766 0.00044001043828688249 -0.00037866733387740913 6.5164658482286996e-05 -0.0002610813174023103 0.00047852352310831671
leaf_weight=0.001143430039821842 0.0010402193977193481 0.0016999323211570943 0.0013944256084263548 0.0012089335056670357 0.0016299675149145775 0.0012680139698532842 0.0012367880242346945
leaf_count=219 579 248 497 512 765 185 116
internal_value=0 5.27477e-05 2.25834e-06 7.75841e-05 -1.69901e-05 8.8758e-05 0.000243498
internal_weight=0 0.00958149 0.00843806 0.00673813 0.0053437 0.00413477 0.00286676
internal_count=3121 2542 2323 2075 1578 1066 881
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 2 15
split_gain=6.93185e-05 5.3058e-05 4.55254e-05 6.89959e-05 4.4491e-05 0.00017714 5.78089e-05 3.09441e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.098260000000000014 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.0002906691622582193 -0.00049180746813917643 0.00046246706478102195 -0.00044108446641875698 -0.00051702344291989295 8.595393976680426e-05 0.00079504051260652071 0.00011769830235174075 -0.00038736427524460354
leaf_weight=0.0016326578844455689 0.0010169414890349787 0.0010502070685323448 0.0015298476284263717 0.0010550025317035644 0.0010208824174160157 0.0011494379867582026 0.0011563670781571521 0.0011067628249891164
leaf_count=207 579 322 1189 291 87 103 201 142
internal_value=0 4.62807e-05 -4.24335e-06 -7.28485e-05 2.97934e-05 0.000174813 -0.000185115 -0.000160258
internal_weight=0 0.00970117 0.00865096 0.0070183 0.00548845 0.00327708 0.00221137 0.00212765
internal_count=3121 2542 2220 2013 824 332 492 229
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=8
num_cat=0
split_feature=1 12 0 0 3 1 0
split_gain=9.02795e-05 5.06583e-05 6.82111e-05 0.000105583 4.95863e-05 8.54203e-05 4.27485e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 -0.11437499999999999 0.12178000000000001 0.10557500000000002 0.14486500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-6.8951003150777949e-05 0.00053718275885038594 -0.00034605030439595542 0.00051567877096101355 -0.00055428469435066555 -0.00031128340032948357 0.00064250267140829613 -5.122488236671547e-06
leaf_weight=0.0017679287592603744 0.001065011884696993 0.0019576299141423302 0.0013290555166070171 0.0015207047481758454 0.001029466049219302 0.0010249950331051721 0.0011137255283690411
leaf_count=262 169 439 300 1732 76 92 51
internal_value=0 -6.40914e-05 6.80247e-06 -0.000117291 5.6563e-05 0.00019215 0.000278232
internal_weight=0 0.00974351 0.00778588 0.00534309 0.00382239 0.00279292 0.00244278
internal_count=3121 2952 2513 2162 430 354 351
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=7
num_cat=0
split_feature=1 42 3 2 2 2
split_gain=1.70501e-05 3.33554e-05 6.2137e-05 2.75609e-05 6.14997e-05 2.13328e-05
threshold=0.12337000000000002 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.092120000000000021 0.086590000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.022227150327401666 0.0084568739137929998 -0.023056845150757999 -0.010463852033894883 -0.014114374683119236 0.021740402415608748 -0.0035560973973627337
leaf_weight=0.0011941205682507831 0.001875994877193146 0.001019963509677197 0.0014313755643583907 0.0015663997910793197 0.001012408532027559 0.0012466115119820242
leaf_count=251 294 648 654 242 244 788
internal_value=0 -0.00220651 0.0022031 -0.0037595 0.0028777 -0.0123315
internal_weight=0 0.00747088 0.0052043 0.00401018 0.00244378 0.00226658
internal_count=3121 2827 1391 1140 898 1436
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=8
num_cat=0
split_feature=50 15 3 47 1 0 49
split_gain=8.84004e-05 5.83134e-05 5.14423e-05 0.00011102 7.25546e-05 5.30191e-05 9.41704e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.10519499999999998 0.077555000000000013 0.077845000000000011 -0.052984999999999997 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00047593076967781427 -0.00055700313690641278 -0.00013337522552951613 -9.6117276109969267e-05 -0.00050451829326659593 0.00056078085126342204 -0.00026687487143131535 0.00061631039657195357
leaf_weight=0.0010948918250525018 0.0010206224404128569 0.0010727350074059337 0.0016022535251219115 0.0018280327692490163 0.0012575600939464854 0.0012169697778180522 0.0012857642676746648
leaf_count=219 579 115 335 296 198 184 1195
internal_value=0 5.07152e-05 -5.62603e-06 -0.000102583 0.000241231 7.64063e-05 0.00022106
internal_weight=0 0.00935821 0.00826332 0.00593302 0.0023303 0.00410499 0.00288802
internal_count=3121 2542 2323 2010 313 1714 1530
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=8
num_cat=0
split_feature=11 13 1 2 12 2 52
split_gain=1.85423e-05 4.68678e-05 5.15565e-05 4.39644e-05 7.1706e-05 4.98289e-05 3.26652e-05
threshold=0.078340000000000007 -0.084034999999999985 0.083345000000000016 0.116525 0.051320000000000005 0.083215000000000011 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.00090495036383053641 -0.012532540617324639 0.017574515585042187 0.029395806010190123 0.015705029672178478 -0.02460719426709624 -0.020232991009286837 0.00400467970183482
leaf_weight=0.001152976519874116 0.0010580653001626686 0.0012023507410145332 0.0010946746875312892 0.0010343318720023951 0.0015747844546231448 0.0010742840723210415 0.0011526181308643274
leaf_count=545 208 149 316 272 1327 177 127
internal_value=0 0.00152537 0.0138524 -0.00306311 -0.00694248 0.00116953 -0.00768786
internal_weight=0 0.00828602 0.00224765 0.00603837 0.00500404 0.00342925 0.0022269
internal_count=3121 2913 861 2052 1780 453 304
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=9
num_cat=0
split_feature=50 484 43 43 4 16 2 15
split_gain=8.53769e-05 8.52728e-05 4.91236e-05 6.84277e-05 7.98302e-05 0.000147297 5.23164e-05 3.23631e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.0052350000000000009 -0.094359999999999986 0.098260000000000014 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00028881510871120588 -0.00053911708979310696 0.00057099241714539677 -0.00045167500674593667 -0.00058452366930214852 0.00015298385449212212 0.00076886466162792483 2.0189428822309167e-05 -0.00033089707711839937
leaf_weight=0.0016661189733943194 0.0010451142649549631 0.0010768736492030801 0.0015349675100127759 0.0010660108311684694 0.0010265667396638272 0.00116882623474461 0.0011364225269923217 0.001101744983285568
leaf_count=207 579 322 1189 291 87 103 201 142
internal_value=0 5.05004e-05 -1.39205e-05 -8.5623e-05 1.65446e-05 0.000209622 -0.000272501 -9.75027e-05
internal_weight=0 0.00977753 0.00870066 0.00703454 0.00549957 0.00329714 0.00220243 0.00212831
internal_count=3121 2542 2220 2013 824 332 492 229
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=9
num_cat=0
split_feature=1 150 150 48 1 16 4 4
split_gain=7.3796e-05 6.75022e-05 7.73366e-05 6.26624e-05 0.0001408 0.000101782 7.33644e-05 9.57091e-05
threshold=0.13686500000000004 0.11456000000000001 0.081835000000000019 0.10358500000000001 0.111945 -0.084119999999999986 -0.49405499999999997 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0007009802960741573 0.00036517622025520404 -0.00065597704311861911 0.00032937459212980223 -0.00063140826373337213 0.00041648290548874684 -0.00054035671080019071 0.00051240305847892464 -0.00023477868592526534
leaf_weight=0.0015146341337717241 0.0010819378280702034 0.001004576502465499 0.0012654686516603121 0.001080723793015762 0.0014587380124975778 0.0010478925580419151 0.0011131681171142299 0.0016158942483841326
leaf_count=685 169 111 281 167 190 135 319 1064
internal_value=0 -0.00017364 -0.000120373 -0.000193051 -0.00012287 -0.000271554 -9.93453e-05 6.99923e-05
internal_weight=0 0.0101011 0.00909652 0.00783105 0.00675033 0.00529159 0.00377695 0.00272906
internal_count=3121 2952 2841 2560 2393 2203 1518 1383
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=7
num_cat=0
split_feature=50 484 43 43 48 4
split_gain=6.86975e-05 6.12957e-05 3.40805e-05 7.07305e-05 5.20706e-05 6.94646e-05
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00025318612661435217 -0.00048991523380587131 0.00050398880537569563 -0.00045096292726237009 -0.00010553150551605903 -0.00026147130870618799 0.00043578129220599979
leaf_weight=0.0015493080910969504 0.0010168754187697597 0.0010057776684759051 0.0014607397380451779 0.0018187255848916492 0.0015689239484730031 0.0018270422081267286
leaf_count=201 609 322 1170 433 166 220
internal_value=0 4.70671e-05 -8.8084e-06 -6.9615e-05 3.72082e-05 0.000165742
internal_weight=0 0.00923052 0.00822474 0.00667543 0.00521469 0.00364577
internal_count=3121 2512 2190 1989 819 653
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=8
num_cat=0
split_feature=11 13 12 13 16 151 1
split_gain=1.51325e-05 3.85488e-05 4.84601e-05 4.09685e-05 5.67933e-05 5.87687e-05 4.55903e-05
threshold=0.078340000000000007 -0.084034999999999985 0.090455000000000021 0.11217000000000001 0.033715000000000009 -0.0083949999999999979 0.09697500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.0017087795290097454 -0.011393394601913001 -0.020451527631391568 0.027625484396707447 0.0097827689646636014 -0.028478443428806684 -0.0058052836192181226 0.023520199224314829
leaf_weight=0.0011689265457167125 0.0010657471323744566 0.0010970935456189844 0.0010867192663169272 0.0017960924323846428 0.0010449972238009185 0.0011225780090373162 0.001004495977842092
leaf_count=737 208 236 124 195 457 987 177
internal_value=0 0.00126265 0.0124238 -0.00288814 -0.00821895 -0.00165257 0.00804347
internal_weight=0 0.0083209 0.00225565 0.00606526 0.00426916 0.00322417 0.00212707
internal_count=3121 2913 861 2052 1857 1400 1164
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=8
num_cat=0
split_feature=147 52 151 12 2 2 4
split_gain=1.6602e-05 3.79738e-05 5.54264e-05 3.94191e-05 7.06944e-05 6.08369e-05 8.31283e-05
threshold=0.087350000000000025 0.11434500000000002 -0.044604999999999992 0.10345000000000001 0.086885000000000004 0.11215000000000001 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.019806695506123431 0.011885134323234051 -0.017793616525783776 -0.014590786394732661 0.022761967042314028 0.00065216473400744651 -0.0097254170414425578 0.039872431191913728
leaf_weight=0.0010683264713676147 0.0010200299266383351 0.0012377739841804613 0.0018033028293826651 0.0010260134024773389 0.001111823239022348 0.0010389532612249527 0.0010515195952566052
leaf_count=367 146 497 916 242 159 242 552
internal_value=0 -0.00163049 0.00118733 0.00490581 0.00124578 0.0101638 0.0197157
internal_weight=0 0.00833771 0.00709994 0.00603161 0.0050056 0.0032023 0.00216334
internal_count=3121 2975 2478 2111 1869 953 711
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=9
num_cat=0
split_feature=50 15 3 1 3 2 52 2
split_gain=8.79906e-05 6.07118e-05 4.75668e-05 6.23869e-05 5.72224e-05 5.15264e-05 3.14721e-05 2.32294e-05
threshold=0.086580000000000004 -0.24436499999999997 0.11296500000000002 1.0000000180025095e-35 -0.10519499999999998 0.089775000000000008 -0.0064899999999999992 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 -3
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00049352801686438795 -0.00053371744151786964 -0.00041209114849992477 -0.00027590417245783945 0.00055618130750227017 -0.00035184284798700147 0.00039582068150131162 0.00013289976634386737 6.2825456257497929e-06
leaf_weight=0.0011169568061725086 0.001051314304944464 0.0010120730960399499 0.001797009208911059 0.0013158632288144088 0.0010588240205026188 0.0011937299689557049 0.0010025038201617778 0.0010290016835999612
leaf_count=219 579 1038 139 216 229 169 174 358
internal_value=0 6.4025e-05 6.97472e-06 8.38556e-05 0.000211129 7.16411e-05 -0.000116094 -0.000201169
internal_weight=0 0.00952596 0.00840901 0.006612 0.00457092 0.00325506 0.00206133 0.00204107
internal_count=3121 2542 2323 2184 788 572 403 1396
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=7
num_cat=0
split_feature=1 43 42 48 1 1
split_gain=1.75935e-05 4.10093e-05 2.76176e-05 3.75391e-05 4.68523e-05 5.31292e-05
threshold=1.0000000180025095e-35 0.070450000000000013 0.086375000000000021 0.086260000000000017 0.096125000000000016 0.11323000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.017993036761640321 0.021416701022103749 0.0080216754930491144 0.014638547679523026 -0.013432466483338894 -0.018334660528196583 0.010495356236371867
leaf_weight=0.0014748676212666852 0.0011581196138207529 0.0010285448062378189 0.0014699352146770881 0.0016414987012753571 0.0011866794606727677 0.0013855341048458003
leaf_count=1402 322 210 540 228 231 188
internal_value=0 -0.00730471 0.00249289 -0.000830623 0.0047147 -0.00280525
internal_weight=0 0.00250341 0.00684177 0.00537183 0.00373033 0.00257221
internal_count=3121 1612 1509 969 741 419
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 51
split_gain=1.71516e-05 3.90111e-05 5.18251e-05 4.73126e-05 4.38679e-05 6.02487e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.081440000000000026
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018405466733380362 0.012159741843259159 -0.019554142705459483 0.019939136263950188 -0.018804091382933662 0.012910081777925861 0.01056338578487687
leaf_weight=0.0011864853584836795 0.0010139250407371113 0.0010310908785632874 0.0015249783110575458 0.0018339654057665025 0.0016050849772684516 0.0011283942427177519
leaf_count=632 368 713 467 602 180 159
internal_value=0 -0.00161706 0.0011792 0.00468814 -0.000403861 -0.00761771
internal_weight=0 0.00831 0.00712351 0.00609242 0.00456744 0.00296236
internal_count=3121 2753 2121 1408 941 761
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=8
num_cat=0
split_feature=1 16 13 12 47 49 0
split_gain=7.89113e-05 4.67335e-05 8.48311e-05 7.28154e-05 0.000105791 6.7772e-05 3.51962e-05
threshold=0.13686500000000004 0.0039400000000000008 0.030370000000000005 0.084100000000000022 0.077555000000000013 -0.006494999999999999 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3
right_child=-2 6 -4 -5 -6 -7 -8
leaf_value=-1.7541821112994774e-05 0.0005145311468279602 0.00042220936986808738 -0.00060464409207474875 -0.00044913082535590987 -0.00042520631233238616 0.00061161027125538161 -1.837366782866497e-05
leaf_weight=0.0012757526082862666 0.0010110290318912371 0.0010749431014807041 0.0013020840357291846 0.0012615448132893437 0.0010649075615404256 0.0013599861839744811 0.0019832748041160655
leaf_count=209 169 463 273 1289 118 286 314
internal_value=0 -6.22031e-05 -0.000159204 -4.23203e-05 9.63608e-05 0.000307088 0.000136488
internal_weight=0 0.00932249 0.00626428 0.00496219 0.00370065 0.00263574 0.00305822
internal_count=3121 2952 2175 1902 613 495 777
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=8
num_cat=0
split_feature=50 15 15 51 151 2 12
split_gain=7.28286e-05 4.71048e-05 4.45489e-05 5.14156e-05 4.87428e-05 7.13784e-05 4.92095e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.0093999999999999986 0.10097500000000002 0.085495000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00044017105887431482 -0.00050027672890218949 -0.00026603574777998298 -0.00024933219689965782 0.00055925939363635549 0.00059256022080643477 -0.00023798387846315965 4.4798429596464119e-06
leaf_weight=0.0010652446394222885 0.0010179812626953588 0.001845779537621055 0.0014037306924523279 0.0010133144065294798 0.0011217744596190094 0.0016111178415293111 0.0010677979072683339
leaf_count=218 609 330 400 275 274 262 753
internal_value=0 5.26511e-05 1.45711e-06 8.08643e-05 0.000177147 7.52712e-05 0.000305769
internal_weight=0 0.00912876 0.00806351 0.00621774 0.004814 0.00380069 0.00218957
internal_count=3121 2512 2294 1964 1564 1289 1027
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=8
num_cat=0
split_feature=1 12 51 12 0 4 51
split_gain=8.02631e-05 5.88711e-05 4.12587e-05 6.32575e-05 6.72552e-05 6.55745e-05 3.08492e-05
threshold=0.13686500000000004 0.098810000000000023 -0.031924999999999995 0.090455000000000021 -0.13027499999999997 -0.083854999999999985 0.035765000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00031411068122242345 0.00051883354850989106 -0.00037498040532241698 0.00039530939292264271 0.0004534828283764286 6.5997228704821627e-05 -0.00058065664040216438 -4.1271901831849045e-05
leaf_weight=0.0012324344336726613 0.0010075650903691681 0.0018687476524515715 0.0013866757567073786 0.0013548947920437818 0.0012000876008578111 0.0012115967715025492 0.0011288047009697516
leaf_count=493 169 439 178 517 321 884 120
internal_value=0 -6.35371e-05 1.39144e-05 7.82674e-05 -2.49111e-05 -0.000258873 0.000199397
internal_weight=0 0.00938324 0.00751449 0.00628206 0.00492716 0.00241168 0.00251548
internal_count=3121 2952 2513 2020 1503 1205 298
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=9
num_cat=0
split_feature=1 16 1 1 4 4 1 3
split_gain=7.77424e-05 6.80661e-05 8.02533e-05 0.000100942 9.32414e-05 7.97231e-05 5.49977e-05 3.2716e-05
threshold=0.13686500000000004 0.0039400000000000008 0.11751000000000002 1.0000000180025095e-35 0.0061450000000000003 -0.49013999999999996 0.10612500000000001 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -6 -7
right_child=-2 5 -4 4 6 7 -8 -9
leaf_value=-0.00059887009825699807 0.00049709325991498493 -0.00028666747970226174 -0.00065477824877596788 -0.00032559813101972553 0.00057238829015951432 0.00058845414965024746 1.9537839526574235e-05 0.0001118103048803159
leaf_weight=0.0011551723592345669 0.0010367698226947239 0.0010289271723718549 0.0011379772977835757 0.0015958190203058044 0.0012584040762144946 0.0012242682708947829 0.0015365260777455841 0.0010107202218144914
leaf_count=1241 169 161 135 553 145 420 101 196
internal_value=0 -6.71229e-05 -0.000180464 -8.31382e-05 5.25469e-05 0.000164978 0.000268456 0.000372903
internal_weight=0 0.00994781 0.0066839 0.00554592 0.00439075 0.00326392 0.00279493 0.00223499
internal_count=3121 2952 2175 2040 799 777 246 616
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=8
num_cat=0
split_feature=50 15 151 15 2 13 13
split_gain=9.19463e-05 7.39061e-05 4.34057e-05 6.57869e-05 7.91971e-05 5.52997e-05 2.18246e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.024429999999999997 -0.037864999999999989 0.090675000000000019 -0.090639999999999984 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00052714737750871152 -0.00055383033936232237 0.00026614734419832918 -0.00055497417729324439 0.00038896358411703109 0.00020644304286115297 -0.00036851664375684562 -0.00017132489702138167
leaf_weight=0.0011499543412125226 0.0010369819663942998 0.001825822320911265 0.0010346489939031059 0.0017542278669454001 0.0010499018239536967 0.0016600471527804576 0.0012696464680166028
leaf_count=219 579 428 430 765 64 442 194
internal_value=0 6.03154e-05 -2.14876e-06 -7.45227e-05 6.43614e-05 -0.000145763 -0.000343587
internal_weight=0 0.00974425 0.00859429 0.00676847 0.00446418 0.00270995 0.0023043
internal_count=3121 2542 2323 1895 1271 506 624
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=9
num_cat=0
split_feature=47 47 48 12 4 3 43 15
split_gain=9.24378e-05 0.0001161 7.2327e-05 0.00017894 5.80844e-05 9.46361e-05 5.67535e-05 9.04458e-05
threshold=0.13148500000000005 0.10254000000000001 -0.032929999999999994 0.09857500000000001 0.09173000000000002 0.10299500000000002 -0.084004999999999982 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00043583752645980805 -0.00057272622952679445 0.00064996087572079914 0.00030573631819544111 -0.00068059963784126174 -0.00030587259979412257 0.00066971275627967825 0.00025697770024072058 -0.00049048529403118127
leaf_weight=0.0011578345635663663 0.001009308738262423 0.0011039593221756497 0.001584619343780215 0.0015784221921956469 0.0013596369763882905 0.0010675059731720948 0.0010965607253236775 0.0014393766649665022
leaf_count=176 65 187 438 411 335 95 184 1230
internal_value=0 4.88265e-05 -2.26547e-05 -8.7982e-05 5.48774e-05 0.000149419 1.46277e-05 -0.000167276
internal_weight=0 0.0103879 0.00928396 0.00812612 0.0065477 0.00518806 0.00412056 0.00253594
internal_count=3121 3056 2869 2693 2282 1947 1852 1414
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=8.51222e-05 6.42862e-05 3.95426e-05 4.4082e-05 5.77176e-05 7.38929e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00051402913307058205 -0.00052924058985323683 -0.00024347216361331447 -0.00022112307893705794 0.00044764995467378387 0.0003919817243951764 -0.00022884733909465973
leaf_weight=0.0010878741342477327 0.0010250519405536921 0.0018739479335197458 0.0014414311934375403 0.0018068347695521765 0.0011899940452164528 0.001936660433157004
leaf_count=219 579 337 403 244 112 1227
internal_value=0 6.60077e-05 6.92192e-06 8.05268e-05 0.000168661 7.43809e-06
internal_weight=0 0.00933674 0.00824887 0.00637492 0.00493349 0.00312665
internal_count=3121 2542 2323 1986 1583 1339
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=9
num_cat=0
split_feature=1 15 43 52 3 52 4 4
split_gain=8.21033e-05 5.8601e-05 6.90492e-05 9.31383e-05 6.62708e-05 5.0734e-05 0.000125848 2.33757e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.089325000000000015 -0.03694999999999999 -0.087769999999999987 -0.0016099999999999997 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=-0.00069968503202589183 0.0005159513867821321 0.00046698299469107203 -0.00024585114090379227 -0.00048109838727333038 -8.8815367871640789e-06 0.00063405845230552317 -0.00032724560225052976 9.095377828812402e-05
leaf_weight=0.0010416914321956313 0.0010595632391323774 0.0011392749263380211 0.0013699170393553935 0.0015188275526051807 0.0010953173767407043 0.0014823894566928877 0.0010146091800575072 0.0010412355213105236
leaf_count=204 169 158 569 591 169 887 229 145
internal_value=0 -5.8894e-05 2.20876e-05 -5.67765e-05 -0.000345616 7.45299e-05 0.000198573 -0.000115438
internal_weight=0 0.00970326 0.00756625 0.00642698 0.00213701 0.00490815 0.00353823 0.00205584
internal_count=3121 2952 2579 2421 373 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=9
num_cat=0
split_feature=50 15 12 160 133 3 0 49
split_gain=7.96616e-05 0.000128984 6.5543e-05 5.34401e-05 6.0216e-05 8.8711e-05 8.63773e-05 5.09675e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.029094999999999999 0.086075000000000013 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00067149666923959576 -0.0005136971488203339 -0.00041858957444334323 0.00063760919549449855 -0.00035325283362367597 -0.00028835761780811325 4.9140626408222387e-06 -0.00028665289408546742 0.00061814677365549836
leaf_weight=0.0011330424036416391 0.0010722571975091194 0.0014112287996281099 0.0013442108080515746 0.0011117434354034504 0.0011660792371553886 0.0010310101364176157 0.001640058487531119 0.0010535430847013441
leaf_count=219 579 225 190 242 635 99 852 80
internal_value=0 4.89741e-05 -3.15642e-05 4.27801e-05 0.000113397 0.00020582 4.99873e-05 0.000314845
internal_weight=0 0.00989092 0.00875787 0.00734665 0.0062349 0.00506882 0.00372461 0.00208455
internal_count=3121 2542 2323 2098 1856 1221 1031 179
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=7
num_cat=0
split_feature=12 13 1 43 47 52
split_gain=2.12612e-05 4.78783e-05 3.65098e-05 3.97642e-05 8.49556e-05 5.98333e-05
threshold=0.11650500000000001 0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015371470117547437 -0.013854177500070211 0.018937490715486911 0.017313930721298582 -0.0061784268705052381 -0.023621093333850009 0.022230079361937136
leaf_weight=0.0015389712591886099 0.0010073097922990845 0.0013298157950751262 0.0013042626608725603 0.0016293292022909957 0.0013313050574443189 0.0013604130445464629
leaf_count=1431 147 168 444 313 187 431
internal_value=0 0.00151135 -0.00172325 0.00201063 -0.00260851 0.00674821
internal_weight=0 0.0084941 0.00716428 0.00562531 0.00432105 0.00298974
internal_count=3121 2974 2806 1375 931 744
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=7
num_cat=0
split_feature=12 13 1 43 16 0
split_gain=1.72591e-05 3.8928e-05 2.96478e-05 3.26729e-05 6.23281e-05 7.64568e-05
threshold=0.11650500000000001 0.11217000000000001 1.0000000180025095e-35 -0.04890499999999999 -0.056919999999999991 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013867210479157023 -0.012492812928094283 0.017105280147870897 0.014841310027322061 -0.006641170154613925 -0.020023570782099809 0.027706794230066063
leaf_weight=0.0015355163253317518 0.0010054739822886157 0.0013252867116638522 0.0014334343471561076 0.0017691467018705743 0.0013823045462006364 0.0010226750680854373
leaf_count=1431 147 168 534 161 359 321
internal_value=0 0.00136476 -0.00155565 0.00181562 -0.00265752 0.00594087
internal_weight=0 0.00846836 0.00714308 0.00560756 0.00417413 0.00279182
internal_count=3121 2974 2806 1375 841 482
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=8
num_cat=0
split_feature=157 51 42 52 1 49 0
split_gain=1.78109e-05 4.99354e-05 4.93092e-05 6.15954e-05 5.74761e-05 7.09255e-05 2.69671e-05
threshold=-0.06266999999999999 -0.031924999999999995 0.092860000000000012 0.10347000000000002 0.11212500000000002 -0.026779999999999995 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.012179149672731022 -0.022237671770455988 0.026234631600920041 -0.019247614753627962 0.024614596487032764 -0.01789402179794445 0.00947590030608228 -0.011506316321255754
leaf_weight=0.0010507972285495057 0.0010314839626251425 0.0011918448594459888 0.0010119301561601545 0.001230083708754162 0.0013634040915988747 0.0010076072684858778 0.0015622447024690915
leaf_count=460 378 190 494 330 170 151 948
internal_value=0 -0.0016305 0.00125475 0.00451933 -0.000303773 0.00607171 -0.00327945
internal_weight=0 0.0083986 0.00736711 0.00635518 0.0051251 0.0037617 0.00256985
internal_count=3121 2661 2283 1789 1459 1289 1099
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=7
num_cat=0
split_feature=1 42 12 2 16 13
split_gain=1.89967e-05 5.49601e-05 4.5159e-05 6.06958e-05 6.32926e-05 9.0927e-07
threshold=0.12337000000000002 0.091465000000000005 0.090455000000000021 0.089885000000000007 -0.08947999999999999 -0.083619999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.01990841082081786 0.0088830019187909892 -0.02416016934513171 0.015623529580364511 0.019575015443592563 -0.010071862742947578 0.011366609267462868
leaf_weight=0.0016373076113837307 0.0018884336736465631 0.0010004229790255489 0.0010027756032601892 0.0013883810605553966 0.0014960519546791515 0.0010042933429181469
leaf_count=1082 294 603 57 196 341 548
internal_value=0 -0.0023342 0.00101024 -0.0045307 0.00419824 0.0134935
internal_weight=0 0.00752923 0.00652881 0.00452174 0.00288443 0.00200707
internal_count=3121 2827 2224 1619 537 605
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=9
num_cat=0
split_feature=50 15 16 0 160 4 52 1
split_gain=0.000122672 5.37622e-05 5.13394e-05 0.000101832 8.72403e-05 6.16592e-05 0.000137294 4.73705e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.094359999999999986 -0.18113999999999997 -0.027994999999999996 0.0052350000000000009 0.083680000000000018 0.10781
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5
right_child=-2 2 4 7 5 -7 -8 -9
leaf_value=0.00046106548909358164 -0.00063346970984837117 -0.00070227934598644467 0.00055983142222557417 -0.00022320082332676102 -0.00074163948265295947 0.00030983145738335536 0.00019318413225940872 0.00034243592431917186
leaf_weight=0.0011571550312492159 0.0010757832884251651 0.0010028251982350245 0.0013535901851749032 0.0011898336617245672 0.0010519292682845554 0.0014031214153539264 0.0014185692481715813 0.0010913614514501278
leaf_count=219 579 80 463 323 716 184 489 68
internal_value=0 6.45213e-05 1.06086e-05 -0.00018152 0.000131314 -1.84262e-05 -0.00020486 4.74091e-05
internal_weight=0 0.00966839 0.00851123 0.00328402 0.00522721 0.00387362 0.0024705 0.0022812
internal_count=3121 2542 2323 471 1852 1389 1205 391
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=9
num_cat=0
split_feature=50 484 42 16 4 52 0 42
split_gain=9.07159e-05 5.80729e-05 3.33758e-05 5.6748e-05 8.36026e-05 0.000108453 6.02234e-05 5.9746e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.094359999999999986 0.0052350000000000009 0.083680000000000018 -0.18901999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00029261954010707851 -0.00056481806689148999 0.00048330923649020699 -0.0005256401106260017 -0.00046513177572375685 0.00061513102912255104 0.00038155520395349765 0.00031598992993085105 -0.00029037346957079085
leaf_weight=0.0013272494054179518 0.0010340895776356123 0.0010427011032960532 0.0010466703235565422 0.0010677653768026061 0.0013056849667566865 0.0012775659567135409 0.0013442867665831744 0.0011671803602912505
leaf_count=667 579 322 79 621 184 305 110 254
internal_value=0 4.648e-05 -6.87766e-06 4.57292e-05 0.000217468 -3.91828e-06 -0.000130492 3.41883e-05
internal_weight=0 0.0095791 0.0085364 0.00720915 0.00365102 0.00234533 0.00355814 0.00251147
internal_count=3121 2542 2220 1553 1110 926 443 364
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=7
num_cat=0
split_feature=52 13 0 2 48 3
split_gain=2.14744e-05 3.82927e-05 6.31857e-05 3.98518e-05 5.96363e-05 4.64576e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.085254999999999984 0.11215000000000001 0.016865000000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0011526072942573515 -0.011842445447179051 -0.016107273478371664 0.031620709539328072 -0.020630865827215222 0.020833680836768478 0.0069915027381846784
leaf_weight=0.0014272292719853241 0.0013348975155618942 0.0018571351497546414 0.0010007656201191696 0.001012704950467228 0.0011665378956231248 0.0016393167208958463
leaf_count=530 501 980 246 286 278 300
internal_value=0 0.00184584 0.0123558 -0.00265021 0.00125481 -0.00527738
internal_weight=0 0.00810369 0.00242799 0.00567569 0.00466299 0.00349645
internal_count=3121 2620 776 1844 1558 1280
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=7
num_cat=0
split_feature=1 42 3 16 16 2
split_gain=1.83583e-05 3.18647e-05 5.85582e-05 2.49939e-05 2.98038e-05 1.96775e-05
threshold=0.12337000000000002 0.075730000000000006 -0.10519499999999998 -0.071359999999999993 0.033715000000000009 0.086590000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.021322711954903963 0.0087205150150015641 -0.022463286006433474 -0.01208824270571698 0.015694717807604956 -0.0080183040554277097 -0.0037951434021594073
leaf_weight=0.0012071379368767624 0.0018935173830521308 0.0010224026334792438 0.0019084450186306759 0.0010466418065750297 0.0010738171097330409 0.0012610813101945752
leaf_count=251 294 648 655 283 202 788
internal_value=0 -0.00229619 0.00200271 -0.00378594 0.00368626 -0.0121536
internal_weight=0 0.00751953 0.00523604 0.0040289 0.00212046 0.00228348
internal_count=3121 2827 1391 1140 485 1436
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=7
num_cat=0
split_feature=52 13 15 2 48 3
split_gain=1.76573e-05 3.41611e-05 4.59281e-05 3.21919e-05 5.12837e-05 3.76832e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.11215000000000001 0.016865000000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0027670609086209953 -0.010743400356447016 -0.014909009825152218 0.024830960236594275 -0.018805199848690897 0.019151981663132596 0.0059300724070677699
leaf_weight=0.0011552274959977927 0.0013309286986645649 0.0018476988257683632 0.0012614748369502043 0.0010040126091416567 0.001160175212614592 0.0016361157598355953
leaf_count=462 501 980 314 286 278 300
internal_value=0 0.00168896 0.0116386 -0.00256836 0.000941987 -0.00512228
internal_weight=0 0.0080647 0.0024167 0.005648 0.00464399 0.00348381
internal_count=3121 2620 776 1844 1558 1280
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=6
num_cat=0
split_feature=2 52 0 4 1
split_gain=1.94185e-05 6.51649e-05 5.12898e-05 4.25484e-05 4.93898e-05
threshold=0.10912000000000001 0.089325000000000015 -0.13455999999999999 0.181285 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.009623994843429233 -0.0049050695817310745 -0.020578936588723326 0.022152426463368971 0.016682340307622862 -0.014511034270907268
leaf_weight=0.0015563363268824137 0.0016171955829476499 0.0016037859918515088 0.0012360305377309938 0.0014987994680726933 0.0018626915147801951
leaf_count=1084 164 619 457 168 629
internal_value=0 -0.00307472 0.00681636 0.0026337 -0.00352481
internal_weight=0 0.00652161 0.00285323 0.00491783 0.00341903
internal_count=3121 2500 621 1881 1713
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=7
num_cat=0
split_feature=1 3 3 3 15 15
split_gain=1.69887e-05 5.90916e-05 8.08759e-05 5.12622e-05 6.13689e-05 2.99838e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 -0.0040799999999999994 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.012322474765285515 -0.01598844932001597 0.025604108107180452 0.0075123332513314855 -0.031461705450087384 -0.0011954606945116762 -0.015498751972928691
leaf_weight=0.0012242227034992576 0.001176479799374879 0.0017574635937182555 0.0012478048354488316 0.0010454738890079188 0.001865033034551765 0.0010367190552770431
leaf_count=174 165 488 161 931 1073 129
internal_value=0 0.00373563 0.00947662 -0.00484591 -0.0120673 -0.00293012
internal_weight=0 0.00521847 0.00404199 0.00413473 0.00291051 0.00228452
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=7
num_cat=0
split_feature=2 52 13 52 15 49
split_gain=1.6781e-05 5.59906e-05 5.49035e-05 5.96683e-05 5.80084e-05 4.65596e-05
threshold=0.10912000000000001 0.10160000000000001 0.0076650000000000008 -0.087284999999999988 -0.0072999999999999992 0.005085000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.012547088654693606 0.01587366079786982 -0.0238622470563776 -0.013497797349317404 0.0039327147796790985 0.033921285304479465 -0.010898216990779731
leaf_weight=0.0010151109900380269 0.0018287272715180195 0.0010614520530939581 0.0017228193615675368 0.0016152941929331349 0.0010738414453452393 0.0010074961580689842
leaf_count=417 415 458 314 582 729 206
internal_value=0 -0.00285751 0.0012507 0.00811012 0.0159079 0.00636363
internal_weight=0 0.00648852 0.00542707 0.00370425 0.00268914 0.00283622
internal_count=3121 2500 2042 1728 1311 621
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 16
split_gain=1.85527e-05 3.151e-05 4.07782e-05 4.33657e-05 6.45816e-05 6.99264e-05
threshold=0.12337000000000002 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.042200000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.016186430601195956 0.0088443666168662623 -0.017478925303996192 -0.011088019048346795 -0.017803422265735905 0.028093628707941 0.015988754666524801
leaf_weight=0.0011867307824808774 0.0018740425123892597 0.0011536710149078321 0.0013333534904409559 0.0011344728291762295 0.0012841590378931656 0.0013305809560548291
leaf_count=539 294 410 384 871 340 283
internal_value=0 -0.00229081 0.000504097 0.00440118 0.00990969 0.00043684
internal_weight=0 0.00742297 0.0062693 0.00508257 0.00374921 0.00246505
internal_count=3121 2827 2417 1878 1494 1154
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 0 4
split_gain=7.84766e-05 5.80843e-05 3.9654e-05 6.26286e-05 4.03146e-05 7.34917e-05 7.58958e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.010870000000000003 0.071150000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00027469464772314283 -0.00052605619414820804 0.00049366490370669042 -0.00042804452304375114 4.1173766880153388e-05 -0.00023339600861425503 -0.00021324219977095208 0.00075708723255228465
leaf_weight=0.0015873638932081338 0.0010085431650072212 0.0010103014351287775 0.0014676716760058479 0.0012942649362462323 0.0015714686913917879 0.0013997567918023271 0.0010164225405086694
leaf_count=207 579 322 1189 347 169 137 171
internal_value=0 4.96521e-05 -4.15499e-06 -6.97347e-05 2.98279e-05 0.00014131 0.000356089
internal_weight=0 0.00934725 0.00833695 0.00674958 0.00528191 0.00371044 0.00231069
internal_count=3121 2542 2220 2013 824 655 518
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=9
num_cat=0
split_feature=1 15 2 16 150 4 3 3
split_gain=8.99892e-05 6.02563e-05 5.6456e-05 8.93345e-05 0.000162985 0.000100038 4.95911e-05 4.87442e-05
threshold=0.13686500000000004 -0.11713499999999999 0.084245000000000014 -0.008904999999999998 0.081835000000000019 -0.49013999999999996 -0.077774999999999983 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 6 4 -4 -5 -3 -1
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=-0.00067486452317518466 0.00053722507095773102 -3.8437652722036703e-05 -0.00082372615173404416 -0.00032339852590531921 0.00018143720978696032 0.00046478206704001363 0.00053278000999269878 -7.2431570825985341e-05
leaf_weight=0.0010048679535059517 0.0010443361923449463 0.0011007207216446936 0.001365106631465982 0.0010252562868403566 0.0011365853177719683 0.0015629114393731105 0.0012455490705572847 0.0010622219747817539
leaf_count=206 169 526 904 149 174 570 256 167
internal_value=0 -6.91557e-05 1.31636e-05 -0.000102834 -0.000367054 0.000152558 0.000264801 -0.00036529
internal_weight=0 0.00950322 0.00743613 0.00508986 0.00250169 0.00258817 0.00234627 0.00206709
internal_count=3121 2952 2579 1797 1078 719 782 373
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=7
num_cat=0
split_feature=133 43 42 4 16 4
split_gain=1.69004e-05 3.88528e-05 4.6226e-05 3.00861e-05 7.15785e-05 3.55915e-05
threshold=0.088525000000000006 -0.074359999999999996 0.085465000000000013 -0.059649999999999988 -0.008904999999999998 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00075046181325997023 -0.012041886111334849 -0.016460858921152326 0.025747433880935991 -0.018026677264250484 0.02405189535332778 0.0029228399547474508
leaf_weight=0.001430869539149294 0.0010439248549746821 0.0013186569856688327 0.0012194379977323235 0.0014557518693321854 0.0010126092582171918 0.0018309043600621894
leaf_count=496 713 785 368 312 237 210
internal_value=0 0.00146121 0.0114415 -0.0032471 0.000805776 -0.00635629
internal_weight=0 0.00826823 0.00265031 0.00561792 0.00429927 0.00328666
internal_count=3121 2408 864 1544 759 522
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=7
num_cat=0
split_feature=15 159 160 52 4 1
split_gain=1.64953e-05 4.14624e-05 4.32599e-05 5.21377e-05 7.41107e-05 8.44392e-05
threshold=0.079055000000000014 0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.019442575751358215 -0.011485493330432382 0.019178141231822137 -0.019632048704426485 0.022622989514730983 0.024009586550941528 -0.0082516568150994892
leaf_weight=0.0011139067768576021 0.0011099785792335797 0.0011422182661512776 0.0016336677180885982 0.0010187483922060522 0.0014904728077050409 0.0017804351639215802
leaf_count=504 1143 452 506 84 247 185
internal_value=0 0.0015059 -0.0013625 0.00203754 -0.00223835 0.006449
internal_weight=0 0.00817945 0.00703723 0.00592332 0.00490458 0.00327091
internal_count=3121 1978 1526 1022 938 432
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=8
num_cat=0
split_feature=50 484 43 43 48 2 0
split_gain=7.51545e-05 5.25383e-05 3.42329e-05 8.06555e-05 3.57907e-05 7.86071e-05 3.55742e-05
threshold=0.086580000000000004 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.085875000000000021 0.10097500000000002 -0.098289999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00025476638967892809 -0.00052108744387520368 0.00046873170533420983 -0.00047561457123190582 0.00062009921816400697 -0.00020116657912439817 -0.00024578957157535036 0.00014167808937958973
leaf_weight=0.0015588872761279253 0.001001134737969229 0.0010007661821488352 0.0014589094676023531 0.0010957064315207854 0.0015793152019526902 0.0012561078716745006 0.0013143215646505848
leaf_count=207 579 322 1189 115 169 277 263
internal_value=0 4.44276e-05 -6.96008e-06 -6.78163e-05 4.5604e-05 0.000151909 0.00035919
internal_weight=0 0.00926401 0.00826325 0.00670436 0.00524545 0.00366614 0.00241003
internal_count=3121 2542 2220 2013 824 655 378
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=7
num_cat=0
split_feature=1 3 12 48 2 0
split_gain=1.64604e-05 3.32285e-05 3.28266e-05 4.3909e-05 3.16703e-05 4.59243e-05
threshold=0.11588000000000001 0.10299500000000002 0.095330000000000012 0.083985000000000018 0.10097500000000002 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0099748463027712671 0.016706615656891851 -0.0067890130721711258 -0.017375070411726284 0.013820877965909605 -0.017881790800048855 0.017550460721602618
leaf_weight=0.0014838427973587927 0.0014463107948871805 0.0010309888035076901 0.0012304277674188039 0.0017444664856204051 0.0013167799708424799 0.0010247589145071815
leaf_count=1332 260 155 571 399 252 152
internal_value=0 0.00692834 -0.00259272 0.00067283 -0.005323 0.00126919
internal_weight=0 0.0024773 0.00680028 0.00556985 0.00382538 0.0025086
internal_count=3121 415 2706 2135 1736 1484
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=9
num_cat=0
split_feature=1 15 43 52 3 4 0 2
split_gain=7.93799e-05 6.30638e-05 8.34539e-05 8.36459e-05 6.88895e-05 4.4733e-05 5.12553e-05 8.30228e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.089325000000000015 -0.034684999999999994 -0.083854999999999985 -0.10607499999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=-0.0007369194337718837 0.00050801597711534394 0.00052490137143407917 0.00036074484816818301 -0.00047552945426671569 -1.8697009438780839e-05 0.00045355733825934582 -0.00039803365987491209 -0.00030092828563968763
leaf_weight=0.001005115670136975 0.0010257728322470216 0.0010693108086526652 0.0013492789209477983 0.001477484592597899 0.0010496329466057812 0.0012328088624532206 0.0011500474853917662 0.0010285647802894121
leaf_count=206 169 158 462 591 167 92 1130 146
internal_value=0 -6.65445e-05 1.87901e-05 -6.79644e-05 -0.000370028 5.85236e-05 -6.10105e-05 0.000110387
internal_weight=0 0.00936224 0.0073075 0.00623818 0.00205475 0.0047607 0.00341142 0.00226137
internal_count=3121 2952 2579 2421 373 1830 1368 238
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=7
num_cat=0
split_feature=1 42 3 1 3 15
split_gain=1.44852e-05 3.16598e-05 5.55969e-05 3.62276e-05 7.18447e-05 1.77439e-05
threshold=0.12337000000000002 0.075730000000000006 -0.12018999999999998 0.094465000000000007 0.090900000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.023423566121452841 0.0077953214902193035 -0.0027220940125865581 -0.03041462227075796 0.007391087528301539 0.0053048225657695586 -0.020507044835176826
leaf_weight=0.0010015431494963299 0.0018758018013200883 0.0010813372354550269 0.0010557335488782351 0.0018909339739082917 0.0012067467053842994 0.0011657336259286184
leaf_count=199 294 584 802 301 89 852
internal_value=0 -0.00204291 0.00227502 -0.00282469 -0.0113628 -0.0119486
internal_weight=0 0.00740203 0.00515496 0.00415341 0.00226248 0.00224707
internal_count=3121 2827 1391 1192 891 1436
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=7
num_cat=0
split_feature=11 43 0 4 2 4
split_gain=1.48938e-05 3.67444e-05 3.96022e-05 3.73136e-05 6.7823e-05 5.14575e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.053834999999999994 0.09173000000000002 0.10774000000000002 -0.031404999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.02145564818356888 -0.011178531994309134 -0.022381153132012759 -0.0026458860323365328 -0.014570148892496164 0.023296709951426322 0.0069663006939534207
leaf_weight=0.0015396439578890036 0.0010643099560036133 0.0011155344817009838 0.0012235465280581682 0.0019243201886066826 0.0011023886119587009 0.0012864658841962892
leaf_count=1178 208 762 208 299 182 284
internal_value=0 0.00139602 0.0107834 -0.00338214 0.00276139 -0.00666321
internal_weight=0 0.0081919 0.00276319 0.00542871 0.00350439 0.002402
internal_count=3121 2913 1386 1527 1228 1046
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=9
num_cat=0
split_feature=50 15 52 47 16 4 12 4
split_gain=8.23769e-05 7.81848e-05 4.34934e-05 7.32876e-05 5.06113e-05 9.90491e-05 7.71914e-05 6.41223e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.094359999999999986 -0.036839999999999991 0.09141500000000001 0.181285
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00054442669514587097 -0.00052436965289464677 -0.00037167115077998497 -0.00041856195625621177 -0.00037919360278241464 -0.00034235165615748421 0.00067578488754774181 0.00040039300764550942 0.0002294835555406732
leaf_weight=0.0011221886721782285 0.0010340040609872333 0.001091893777855177 0.0011409546489231826 0.001272466386216255 0.0011143370038535975 0.0014744730951204935 0.0010400618956586043 0.001209127701183131
leaf_count=219 579 472 217 173 533 467 299 162
internal_value=0 5.8517e-05 -6.83862e-06 4.80966e-05 0.000139034 0.000284211 1.62172e-05 -8.51397e-05
internal_weight=0 0.0094655 0.00834331 0.00725142 0.00597895 0.00362887 0.0021544 0.00235008
internal_count=3121 2542 2323 1851 1678 1299 832 379
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 13 1
split_gain=5.11255e-05 8.47672e-05 8.57258e-05 5.00472e-05 8.03107e-05 4.47765e-05 9.01632e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00040778429560238362 -0.00038416625371685359 -0.00068851234359149712 6.5051782185495164e-05 -6.1287684161112811e-05 0.00064001794893529861 0.00044890269673070952 -0.00025718845382914597
leaf_weight=0.0010457320950999051 0.0012211293836609629 0.0013638141615052403 0.0010104088030565865 0.0012828758948996751 0.0012294443526452636 0.0012813197832286293 0.0015202207818891358
leaf_count=180 1018 479 320 218 242 448 216
internal_value=0 -5.05032e-05 -0.000367815 6.4779e-05 0.000281908 -7.08266e-05 6.57512e-05
internal_weight=0 0.00890921 0.00237422 0.00653499 0.00251232 0.00402267 0.00280154
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=9
num_cat=0
split_feature=50 48 150 160 43 52 2 16
split_gain=7.33147e-05 4.18279e-05 9.07444e-05 4.46725e-05 3.24846e-05 9.23651e-05 5.30938e-05 0.000106651
threshold=0.086580000000000004 -0.032929999999999994 0.08882000000000001 -0.027994999999999996 -0.14968999999999996 0.084960000000000022 0.10672500000000001 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00041755906225274139 -0.00049923687542148163 0.00039348510327981239 -0.00048991091858250951 0.00027934286546241839 0.00066684188557523233 -0.00058888308131705216 -0.00028374840434063157 -0.00019653012741290159
leaf_weight=0.0010650690075465563 0.0010307723149914376 0.0014755635601233592 0.0012159280092231576 0.0013105510369457929 0.0011652968384622128 0.0010173237252527872 0.0010085249924109332 0.0010419248372071823
leaf_count=176 579 480 218 163 258 483 281 483
internal_value=0 5.19114e-05 4.62119e-06 9.02886e-05 9.58581e-06 -7.39305e-05 8.89783e-05 0.000259285
internal_weight=0 0.00930018 0.00823511 0.00701918 0.00554362 0.00423307 0.00321575 0.00220722
internal_count=3121 2542 2366 2148 1668 1505 1022 741
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=8
num_cat=0
split_feature=50 15 15 51 15 13 13
split_gain=6.35525e-05 6.45058e-05 5.9519e-05 6.23492e-05 4.58281e-05 3.79076e-05 4.03315e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.03241999999999999 0.0076650000000000008 -0.086589999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00050191904850514486 -0.00047145297990498021 -0.00032363920757253313 -0.00025803246842816946 0.000533074353980813 -1.9810081322442661e-05 -0.00019305626447215906 0.00050910682540435234
leaf_weight=0.0010615342793881327 0.0010070999088811544 0.0018247895292328358 0.0015707856655133318 0.0011516867046937702 0.0011509550840799823 0.0012402896949228644 0.0010691775296635057
leaf_count=218 609 330 489 365 227 209 674
internal_value=0 4.77363e-05 -1.24722e-05 7.93642e-05 0.000194274 8.15159e-05 0.000234907
internal_weight=0 0.00906922 0.00800768 0.00618289 0.00461211 0.00346042 0.00222013
internal_count=3121 2512 2294 1964 1475 1110 901
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=8
num_cat=0
split_feature=50 15 52 16 1 16 0
split_gain=9.07072e-05 4.93923e-05 4.95855e-05 5.84534e-05 5.63395e-05 6.03885e-05 0.000132141
threshold=0.086580000000000004 -0.24436499999999997 -0.12005499999999998 -0.36241499999999999 0.095025000000000012 0.0039400000000000008 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00033296435935287671 -0.00064471338325788256 -0.00050521385800259163 -0.00035770368228479823 0.00017129873982367296 0.00033484939976080309 0.00017851062686760852 -0.00081842454921171538
leaf_weight=0.0011308383845777077 0.0011068060102590741 0.0010359967326741201 0.0017790612284916806 0.0010622865386499098 0.0018128477183070317 0.0018044289278680197 0.0010134443236521256
leaf_count=219 579 443 248 86 257 210 1079
internal_value=0 -5.20356e-05 -0.000103207 -4.74695e-05 4.94785e-05 -8.38495e-05 -0.000311919
internal_weight=0 0.0096389 0.00850807 0.00747207 0.00569301 0.00388016 0.00207573
internal_count=3121 2542 2323 1880 1632 1375 1165
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=7
num_cat=0
split_feature=0 15 13 47 15 0
split_gain=1.54542e-05 4.61187e-05 4.1134e-05 5.64398e-05 5.68856e-05 5.57975e-05
threshold=-0.019414999999999998 -1.0000000180025095e-35 -0.15078499999999997 0.092530000000000015 1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.014519485562455959 0.022783052902536995 -0.0034700116502635347 0.017378006429021823 -0.023986596961786108 -0.02041754260097918 -0.011643735796596716
leaf_weight=0.0011191018095126496 0.00103941960386306 0.0018783516186141568 0.0018238994235811525 0.0013779518478591202 0.0010453192966427102 0.0010403430998406082
leaf_count=198 114 251 212 281 1100 965
internal_value=0 0.00588232 -0.00289766 -0.006584 -0.000450331 0.0068368
internal_weight=0 0.00291777 0.00640662 0.00528751 0.00390956 0.00286424
internal_count=3121 365 2756 2558 2277 1177
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=7
num_cat=0
split_feature=160 15 52 2 2 3
split_gain=1.59057e-05 2.93816e-05 4.50867e-05 0.000117425 7.27295e-05 2.65874e-05
threshold=0.086870000000000017 -0.11713499999999999 -0.087769999999999987 0.086950000000000013 0.10981000000000002 -0.03694999999999999
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.020315370134748798 -0.011492495523546375 -0.01178303281689777 0.028508461539745816 -0.016491523065183037 0.015449746658155614 0.0023923811133600733
leaf_weight=0.0010308911172074091 0.0010888374854598195 0.0012899507121090243 0.0019165872970817732 0.0017265157672020719 0.0012141919674852736 0.0010315825207540519
leaf_count=202 347 493 900 707 239 233
internal_value=0 0.00137039 0.00483558 0.00924898 -0.00330326 -0.00895769
internal_weight=0 0.00820972 0.00614725 0.0048573 0.00294071 0.00206247
internal_count=3121 2774 2339 1846 946 435
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=7
num_cat=0
split_feature=0 3 2 4 15 13
split_gain=1.69062e-05 3.57208e-05 8.25399e-05 6.63707e-05 2.95608e-05 2.73916e-05
threshold=-0.060129999999999996 0.090900000000000009 0.11215000000000001 0.053180000000000012 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.026811556511419001 0.018316084826223281 0.027421260435919987 -0.010463871881726775 0.0024448114560732563 -0.0096566249745273381 0.011021578179718459
leaf_weight=0.0014039642493892759 0.0011599251820343269 0.0010006251481464168 0.0013522265245549635 0.0017320248626002959 0.0015055601969500964 0.0011150576986784233
leaf_count=1875 234 106 154 413 209 130
internal_value=0 -0.00366546 0.00564799 -0.0106531 0.00502477 -0.00085817
internal_weight=0 0.00548884 0.00235285 0.00313599 0.00378054 0.00262062
internal_count=3121 2548 260 2288 573 339
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=8
num_cat=0
split_feature=1 12 4 15 16 15 2
split_gain=0.000119872 7.72953e-05 4.4811e-05 0.000102557 0.000113716 6.43991e-05 7.69253e-05
threshold=0.13686500000000004 0.098810000000000023 -0.0016099999999999997 -0.15914499999999995 -0.094359999999999986 -0.022504999999999997 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00058693993832928946 0.00060983543275532255 -0.00042444518551119193 0.00038320102689664323 -0.00066541389448179897 0.0001169049758862604 -0.00032134331491431384 0.0003295011326353549
leaf_weight=0.0010133281752449964 0.0010887913672073283 0.0019576557029865422 0.0010758564952166034 0.0016436613537302461 0.0012634828596541187 0.0013718035299519224 0.0014218579632189361
leaf_count=433 169 439 174 303 274 1136 193
internal_value=0 -7.61424e-05 1.13875e-05 -0.000134004 -0.000325408 0.000163501 9.90955e-06
internal_weight=0 0.00974765 0.00778999 0.003983 0.00290714 0.00380699 0.00279366
internal_count=3121 2952 2513 751 577 1762 1329
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=9
num_cat=0
split_feature=1 15 43 48 16 13 3 3
split_gain=8.50533e-05 6.46388e-05 7.74752e-05 7.19738e-05 0.000135074 7.43659e-05 6.15487e-05 2.01649e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.086260000000000017 0.15273500000000004 -0.029529999999999997 -0.034684999999999994 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.00071958245531620929 0.0005309997901835991 0.00050721096597602293 -0.00011407385214734346 -0.00045396796448285431 -0.00055522260634371066 0.00028502471984559176 -3.7802408036537794e-05 0.00065841653324060227
leaf_weight=0.0010002168788145567 0.0010258965864244551 0.0010800431034871496 0.0014571148635491608 0.001394604956400626 0.0010876676924933635 0.0012223519909833457 0.0010367765627521891 0.0010201484795126781
leaf_count=206 169 158 1089 301 356 596 167 79
internal_value=0 -6.39064e-05 2.26759e-05 -6.19777e-05 5.22147e-05 0.000230798 -0.000372574 0.000454886
internal_weight=0 0.00929892 0.00726193 0.00618189 0.00478728 0.00369962 0.00203699 0.0022425
internal_count=3121 2952 2579 2421 2120 1764 373 675
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 52 4
split_gain=6.62126e-05 7.61037e-05 8.23602e-05 5.43647e-05 8.9552e-05 7.4785e-05 0.000134506
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00044987548400270431 -0.00055090081802691465 -0.00078142835359117199 -5.3816449808875112e-05 -8.9945657156976927e-05 0.00063501838963612891 0.00041704008393549953 -0.00039419612987567698
leaf_weight=0.0010951114489069673 0.0010286478800298786 0.001021065210588989 0.0014438800942067991 0.0013252495511346662 0.0012954547245277361 0.0017716684392631063 0.00141209633467312
leaf_count=180 310 162 637 218 242 1019 353
internal_value=0 -5.98647e-05 -0.000355218 4.66797e-05 0.000268415 -9.12705e-05 5.72322e-05
internal_weight=0 0.00929806 0.00246495 0.00683312 0.0026207 0.00421241 0.00318376
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=9
num_cat=0
split_feature=1 150 15 16 13 4 1 43
split_gain=6.49359e-05 6.13861e-05 5.29735e-05 6.18705e-05 5.57388e-05 5.1768e-05 5.77079e-05 4.33749e-05
threshold=0.13686500000000004 0.10605000000000002 -0.24436499999999997 -0.36241499999999999 -0.13710499999999998 0.042705000000000007 0.086560000000000012 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00042852204309756266 0.0004535881073696809 -0.00046913309685890436 -0.00045798183165922726 -0.00032688352522220745 -0.00010579272456698145 0.00045887928256201316 -0.00033058315712085833 0.00044435587492782372
leaf_weight=0.0010001377733175314 0.0010762980392425162 0.001199988127578132 0.0012086369365905082 0.0013361254344372315 0.001016091003643371 0.0013066763471180284 0.0012773330019034438 0.0012036951132660934
leaf_count=147 169 166 170 117 311 246 678 1117
internal_value=0 -5.44524e-05 5.1512e-06 -5.24695e-05 2.73552e-05 0.000125883 1.46097e-06 0.000192529
internal_weight=0 0.00954868 0.0083487 0.00734856 0.00613992 0.0048038 0.00349712 0.00221979
internal_count=3121 2952 2786 2639 2469 2352 2106 1428
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=10
num_cat=0
split_feature=50 15 4 52 2 12 47 4 12
split_gain=8.87799e-05 5.91454e-05 6.11334e-05 9.31935e-05 8.89172e-05 8.21017e-05 8.09269e-05 7.52108e-05 6.27201e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.0016099999999999997 -0.087769999999999987 0.10097500000000002 -1.0000000180025095e-35 0.092530000000000015 0.053180000000000012 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -4 7 -7 -5
right_child=-2 2 5 4 -6 6 -8 -9 -10
leaf_value=0.00047095558290445914 -0.00052883878819804991 -0.00034184525679014613 -0.00063329878021375636 0.0009286807961870104 -0.00011276266919807105 -0.00022227514995729945 -0.00043655729564237984 0.00046762405339908104 0.00024716059900027783
leaf_weight=0.0011848881695725932 0.0010933118463413464 0.0010059437698551935 0.0010439403580370121 0.0010168637473167712 0.001080529241944852 0.0010229063113682884 0.0011701331639055006 0.0014961092970369569 0.0010607399431538478
leaf_count=219 579 451 130 107 163 197 122 277 876
internal_value=0 5.94242e-05 4.61812e-06 0.000177901 0.000343453 -0.000147833 -1.04577e-05 0.000187474 0.000580724
internal_weight=0 0.0100821 0.00889717 0.00416408 0.00315813 0.00473309 0.00368915 0.00251902 0.0020776
internal_count=3121 2542 2323 1597 1146 726 596 474 983
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=8
num_cat=0
split_feature=50 160 43 16 4 3 1
split_gain=7.43968e-05 6.87483e-05 5.83459e-05 6.58993e-05 0.00010031 6.9244e-05 6.28714e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.14968999999999996 0.22339500000000004 -0.080924999999999983 0.090900000000000009 0.098700000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00038763907699541374 -0.0005080602909118112 0.00031856320971755447 0.00048395622226695138 -0.00057476522845359987 -0.00071419429207120373 0.00015843302119699265 -9.6594189112387239e-05
leaf_weight=0.001846597755172868 0.0010250960020418828 0.0014671150353328857 0.0011506395767968657 0.001009194968669894 0.0011295111190285536 0.0015357982919825528 0.00144374497467475
leaf_count=626 579 190 398 353 630 158 187
internal_value=0 4.77078e-05 -3.34344e-05 -0.000115813 -2.77521e-05 -0.000171043 -0.000367685
internal_weight=0 0.0095826 0.007736 0.00626889 0.00525969 0.00410905 0.00257326
internal_count=3121 2542 1916 1726 1373 975 817
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=7
num_cat=0
split_feature=484 160 13 1 16 0
split_gain=1.52989e-05 3.6145e-05 4.55609e-05 6.75798e-05 4.32844e-05 6.96848e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.084034999999999985 0.090475000000000014 -0.056919999999999991 -0.11437499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.017665627959874509 0.011446742989321355 -0.0044126601052106931 -0.011766406160767514 0.030389985289854166 -0.01613527133595696 0.018413622717803498
leaf_weight=0.0011904922736522966 0.0010194662446634624 0.0011146227738664614 0.001549605527874252 0.0011171663847098301 0.0018828620852275632 0.0015111410889194206
leaf_count=632 368 341 153 202 646 779
internal_value=0 -0.00152844 0.00114893 0.0130085 -0.00420507 0.00313397
internal_weight=0 0.00836589 0.0071754 0.00223179 0.00494361 0.00306075
internal_count=3121 2753 2121 543 1578 932
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=7
num_cat=0
split_feature=52 16 16 15 0 4
split_gain=1.59608e-05 2.69656e-05 4.88154e-05 4.651e-05 0.0001011 3.39549e-05
threshold=-0.081429999999999989 -0.008904999999999998 -0.083539999999999989 -0.15026499999999995 -0.11756999999999999 -0.14723499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.0078158331712426341 0.015683028176192704 -0.0048929585249183616 -0.02454563189341924 -0.026983088300053217 0.010569936758318655 0.020080392083573997
leaf_weight=0.0019998129059805346 0.001177371851498884 0.0011368921161650318 0.0011318804470147664 0.0014123836637881986 0.0014558922231726851 0.0010447514115487658
leaf_count=771 239 98 848 186 625 354
internal_value=0 -0.00225888 -0.00618823 -0.00105225 -0.00792176 0.00706635
internal_weight=0 0.00735917 0.00517753 0.00404565 0.00286828 0.00218164
internal_count=3121 2350 1898 1050 811 452
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=7
num_cat=0
split_feature=11 43 12 4 2 4
split_gain=1.60213e-05 3.71401e-05 4.53576e-05 3.8743e-05 5.4829e-05 3.81389e-05
threshold=0.078340000000000007 -0.04890499999999999 0.051320000000000005 0.09173000000000002 0.10774000000000002 -0.031404999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.026233316547495146 -0.011633590440586823 -0.019067725373090816 0.00028151566891872513 -0.014753672972567848 0.021209310647110624 0.0061148198850586484
leaf_weight=0.0011297925015286466 0.0010662880377312707 0.0011260866570204405 0.0016673904722334465 0.0019402516010901972 0.0011124429657034759 0.0012907661769281564
leaf_count=286 208 762 1100 299 182 284
internal_value=0 0.00139073 0.0107635 -0.00340262 0.00283769 -0.00561851
internal_weight=0 0.00826673 0.00279718 0.00546955 0.0035293 0.00241685
internal_count=3121 2913 1386 1527 1228 1046
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=8
num_cat=0
split_feature=1 12 2 51 12 1 2
split_gain=8.71247e-05 8.79168e-05 5.05539e-05 7.16544e-05 6.3772e-05 3.46781e-05 7.28393e-05
threshold=0.13686500000000004 0.098810000000000023 0.073895000000000002 -0.031924999999999995 0.086700000000000013 0.10937500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00030481944839569477 0.00052990245237299633 -0.00044142349766351958 -0.00035683194644678081 0.00033575860280678774 0.00060112545724106813 0.00039241660139834912 -0.00029058504440536073
leaf_weight=0.0014013928134903927 0.0010616172679121108 0.0018854567396094863 0.0010595826332174124 0.0012371813839456691 0.0011898411653884318 0.0010320947673698282 0.0016875116807898057
leaf_count=573 169 439 405 499 689 134 213
internal_value=0 -6.23894e-05 3.15499e-05 0.000107504 0.000203101 8.3411e-05 -2.56339e-05
internal_weight=0 0.00949306 0.0076076 0.00620621 0.00514663 0.00395679 0.00292469
internal_count=3121 2952 2513 1940 1535 846 712
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=8
num_cat=0
split_feature=1 150 0 0 2 151 4
split_gain=6.66574e-05 5.83646e-05 4.88658e-05 7.4849e-05 7.36376e-05 4.4577e-05 5.18704e-05
threshold=0.13686500000000004 0.10605000000000002 -0.060129999999999996 -0.10151999999999999 0.10097500000000002 -0.0096649999999999982 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.00033784909355421124 0.00047132773198889968 -0.00046840559529029256 0.00043630277162376164 -0.00056695742023784223 -0.00019002753155951171 -8.4287527222663979e-05 0.00045769742218031948
leaf_weight=0.0010329772945924061 0.0010115403353834528 0.0011684531256616641 0.0018802061368270798 0.0011141635549888223 0.0011712692686523443 0.0016505769637677459 0.0011532342627229417
leaf_count=137 169 166 212 1835 252 242 108
internal_value=0 -5.90465e-05 7.24943e-07 -0.000119566 0.000195894 1.03521e-05 0.000138636
internal_weight=0 0.00917088 0.00800243 0.00495095 0.00305148 0.00383679 0.00280381
internal_count=3121 2952 2786 2322 464 487 350
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=7
num_cat=0
split_feature=0 3 3 49 15 3
split_gain=1.38622e-05 3.90502e-05 6.13506e-05 4.1779e-05 5.57944e-05 5.38522e-05
threshold=0.041630000000000007 -0.13309499999999996 -0.083924999999999986 -0.006494999999999999 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.018575244651973938 0.0073752125284600239 0.023738337454136629 -0.016251432497550507 0.0094103869336400973 0.021933139570398281 -0.02036824590516478
leaf_weight=0.0012014069642770761 0.0019636719714863429 0.0010049574068476484 0.0016749208504237144 0.0012177215136827879 0.0010737392385063043 0.0012114427191930672
leaf_count=193 252 797 362 733 642 142
internal_value=0 -0.00207816 0.00112747 -0.00326105 0.00295034 -0.00544044
internal_weight=0 0.00738419 0.00618278 0.00517782 0.0035029 0.00242916
internal_count=3121 2869 2676 1879 1517 875
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=8
num_cat=0
split_feature=15 42 2 15 16 0 2
split_gain=1.51766e-05 4.50035e-05 4.03228e-05 6.27629e-05 4.51316e-05 3.65422e-05 2.42932e-05
threshold=0.079055000000000014 0.075730000000000006 0.10613000000000002 -0.016799999999999995 -0.074319999999999983 -0.10151999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -3
right_child=-2 6 4 -5 -6 -7 -8
leaf_value=0.01285530580982382 -0.0110559252343366 -0.021080745018985193 -0.020291209466448332 0.028120959945473326 0.0080417226020018454 -0.012458251140684677 0.00028560902905239784
leaf_weight=0.0013055918669299571 0.0011103829726533147 0.0011369179478714624 0.0010253913565543952 0.0014868010530309219 0.0012446166536401878 0.0010125691939933132 0.001000355177590427
leaf_count=173 1143 580 166 195 233 275 356
internal_value=0 0.00140038 0.00579125 0.012084 -0.00475662 0.00179838 -0.0110802
internal_weight=0 0.00821224 0.00607497 0.00380496 0.00227001 0.00231816 0.00213727
internal_count=3121 1978 1042 643 399 448 936
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=8
num_cat=0
split_feature=4 3 151 4 47 16 12
split_gain=1.62606e-05 6.09855e-05 4.6269e-05 5.23948e-05 6.76452e-05 3.77776e-05 4.98663e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.024429999999999997 -0.0029599999999999995 0.092165000000000011 -0.052894999999999991 0.09141500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.016371682594993223 -0.0094683443827229263 0.024866438449855324 0.018850113232111904 -0.029620538819963751 0.0018750551826497187 -0.018156129555221709 0.011188102276290194
leaf_weight=0.0011200425201464796 0.0010320754334958993 0.001037211035430927 0.0010105157694225791 0.0015646747252966141 0.0012087176012848765 0.0012273535075266518 0.0010964603560838886
leaf_count=451 83 269 890 485 147 465 331
internal_value=0 0.00774165 -0.00231212 -0.00573838 -0.0158939 0.00270869 -0.00431045
internal_weight=0 0.00206929 0.00722776 0.00610772 0.00277339 0.00333433 0.00232381
internal_count=3121 352 2769 2318 632 1686 796
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=8
num_cat=0
split_feature=50 15 151 15 2 12 4
split_gain=7.81712e-05 7.7655e-05 4.25228e-05 7.24227e-05 8.35703e-05 5.52281e-05 1.67192e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.024429999999999997 -0.037864999999999989 0.10097500000000002 0.051320000000000005 0.09173000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00053661921633224433 -0.00052007224595971907 0.00025959440089509824 -0.00054827742156648063 0.00062782479124580566 -0.00028757357822383438 5.1336019085148946e-05 -0.00020736646532348616
leaf_weight=0.0011222054695310011 0.0010154584696261048 0.0017380741123920471 0.0010815679066700761 0.0010420247518062634 0.0016352847717678734 0.0016515213049235482 0.0011319227244572447
leaf_count=219 579 428 480 99 261 911 144
internal_value=0 5.25808e-05 -1.30188e-05 -8.5443e-05 6.20784e-05 0.000274356 -0.000373944
internal_weight=0 0.0094026 0.0082804 0.00654232 0.00432883 0.00269355 0.00221349
internal_count=3121 2542 2323 1895 1271 1010 624
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=8
num_cat=0
split_feature=1 12 2 51 12 1 2
split_gain=9.23211e-05 5.07956e-05 3.50817e-05 5.68263e-05 5.76706e-05 8.26071e-05 9.4466e-05
threshold=0.13686500000000004 0.098810000000000023 0.073895000000000002 -0.031924999999999995 0.090545000000000014 0.10587000000000001 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00027326788205443237 0.00054232368509725642 -0.00035368946598443064 -0.00034544012314032934 0.00024186887480043368 0.0005704423937855261 0.00043165018783882365 -0.00049199175086224532
leaf_weight=0.0014103462965115937 0.0010698847867411142 0.0018821386505987062 0.0010551364742063182 0.0012616173284040468 0.0010245413874947224 0.0014330771165037195 0.0014488590995416545
leaf_count=573 169 439 405 799 324 178 234
internal_value=0 -6.51798e-05 5.9553e-06 6.92345e-05 0.000153896 5.09001e-05 -0.000150409
internal_weight=0 0.00951572 0.00763358 0.00622323 0.00516809 0.00414355 0.00271048
internal_count=3121 2952 2513 1940 1535 1211 1033
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=8
num_cat=0
split_feature=50 160 12 1 16 4 43
split_gain=6.79788e-05 4.73423e-05 7.72642e-05 5.35308e-05 7.38383e-05 4.67465e-05 2.74512e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.094825000000000007 -0.5315899999999999 -0.080924999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00033698121688774992 -0.00048428669946745559 -0.00047622117243248835 9.2052668456732857e-05 -0.00020310027629164573 0.00018106495538904884 -0.00040080139273126992 0.00060193056032104171
leaf_weight=0.0017959545143340439 0.0010118312175408971 0.0011886590581280821 0.0016879875627999886 0.001042498837683592 0.001046471701125963 0.0013173222176857589 0.0013837168953291148
leaf_count=626 579 276 483 69 115 756 217
internal_value=0 5.04286e-05 -1.66978e-05 6.76209e-05 0.000233436 -0.000123981 0.0004207
internal_weight=0 0.00946261 0.00766666 0.006478 0.00347269 0.00300531 0.00243019
internal_count=3121 2542 1916 1640 401 1239 332
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=6.09805e-05 8.31151e-05 8.60196e-05 5.94732e-05 9.50938e-05 5.23158e-05 0.00012074
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00033087380736809802 -0.00058285074126576371 -0.0007856934274531025 -4.9024962829366735e-05 -0.00018653373893432818 0.0005681848001402839 0.0002789825314562733 -0.00048914021800411172
leaf_weight=0.0010636188583471708 0.0010178568708067905 0.0014268975650540124 0.0010637190318817959 0.0013113547883710675 0.0012572332874182797 0.0017222155095470647 0.0014485122583789696
leaf_count=180 310 510 289 218 242 1019 353
internal_value=0 -0.000164887 -0.000471069 -5.20317e-05 0.000182874 -0.000196084 -7.19259e-05
internal_weight=0 0.00924779 0.00249062 0.00675717 0.00256859 0.00418858 0.00317073
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 160 52
split_gain=7.54752e-05 5.4744e-05 5.07096e-05 5.57427e-05 4.5597e-05 9.0269e-05 0.000102188
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.069549999999999987 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00045828787424773756 -0.00050820779549598494 -0.0002892150115341385 -0.000256849695681847 0.00049056378140190017 0.00062242226008479872 -0.00041224806856548856 0.00037937056150632887
leaf_weight=0.0010965049091093805 0.0010481492942998804 0.0018999553782815719 0.0018257024313809104 0.0010418607946662359 0.001004162132705278 0.0014559294386661604 0.0011010836591311757
leaf_count=219 579 337 919 206 193 608 60
internal_value=0 4.64409e-05 -7.78034e-06 7.53951e-05 -4.90147e-06 0.000124264 -7.13666e-05
internal_weight=0 0.0094252 0.00832869 0.00642874 0.00538688 0.00356118 0.00255701
internal_count=3121 2542 2323 1986 1780 861 668
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=9
num_cat=0
split_feature=50 15 52 16 3 4 16 0
split_gain=7.49331e-05 8.41681e-05 7.7371e-05 7.08958e-05 8.28791e-05 6.95912e-05 0.000101707 3.36195e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.12005499999999998 -0.094359999999999986 -0.10519499999999998 0.0052350000000000009 0.0039400000000000008 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -6
right_child=-2 2 3 5 7 -7 -8 -9
leaf_value=0.00054540121493473629 -0.00049841276706937498 -0.00051936776133609548 0.00025948322059641729 -0.00041522716227250636 -0.00065396961763801594 0.00061647984968635889 0.00033163187092229938 -0.00016186776809558434
leaf_weight=0.0011574051243995508 0.0010664613622978153 0.0010395742439260241 0.0011529980582595874 0.0011012266236189608 0.0010043657070062386 0.0012098971714798604 0.0019289746664809891 0.001139121108278055
leaf_count=219 579 443 90 1020 77 168 234 291
internal_value=0 4.90702e-05 -1.79127e-05 5.12566e-05 -0.000164426 0.00021894 6.02106e-05 -0.00039245
internal_weight=0 0.00973356 0.00857616 0.00753658 0.00329648 0.0042401 0.0030302 0.00214349
internal_count=3121 2542 2323 1880 458 1422 1254 368
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=7
num_cat=0
split_feature=42 43 15 16 16 0
split_gain=1.63091e-05 3.26281e-05 4.67093e-05 6.34918e-05 2.7507e-05 5.35608e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.03241999999999999 -0.008904999999999998 -0.090344999999999995 -0.18901999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.01034219093617331 0.014822550867408094 -0.0042853101824971906 -0.028914502113831387 0.0019680978037734938 -0.0044568989107732181 0.026794200619450106
leaf_weight=0.0013517984163010843 0.0015015534292984372 0.0010130447560471323 0.0011867932648046979 0.0015162259870490453 0.0015959447241891637 0.0012250188729900319
leaf_count=862 448 84 560 374 496 297
internal_value=0 0.00152945 -0.00152397 -0.0115913 0.0055736 0.0127263
internal_weight=0 0.00803858 0.00653703 0.00270302 0.00383401 0.00223806
internal_count=3121 2259 1811 934 877 381
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=7
num_cat=0
split_feature=49 42 15 15 4 12
split_gain=1.5929e-05 5.1554e-05 3.4512e-05 3.2272e-05 7.96614e-05 6.91024e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.040804999999999994 -0.037864999999999989 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 3 -1 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.019773834048144485 -0.027983565698339 -0.023208964459935352 -0.0056821096469649411 0.023030661801321097 0.006250600234898345 -0.0058587628286797897
leaf_weight=0.001098666511527794 0.0010935892036988712 0.0010224151765757528 0.001033670535826074 0.0015647700367873198 0.0017960458436981931 0.0017583970049215667
leaf_count=226 605 621 199 180 232 1058
internal_value=0 -0.00240072 0.00743382 0.00102361 -0.0067054 0.00774432
internal_weight=0 0.00723522 0.00213234 0.0062128 0.00288964 0.00332317
internal_count=3121 2696 425 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=7
num_cat=0
split_feature=2 52 4 1 16 52
split_gain=1.52945e-05 2.99132e-05 5.63787e-05 3.00074e-05 2.94728e-05 4.10927e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 0.11230000000000001 -0.5048999999999999 -0.013374999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.018183218942081119 0.019155924019192583 0.013796924541985452 -0.018687127266395497 0.0036085109279006045 0.015468344150919104 -0.009311977729855557
leaf_weight=0.001116904906917876 0.0010266090462297483 0.0017788669975706988 0.0014663168897749213 0.0010260690688799149 0.0010360644249984628 0.001889831109346889
leaf_count=410 136 1320 350 122 417 366
internal_value=0 -0.0036125 0.000197653 -0.00950843 0.0045778 -0.000537225
internal_weight=0 0.00538816 0.00427125 0.00249239 0.0039525 0.0029259
internal_count=3121 2202 1792 472 919 783
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=7
num_cat=0
split_feature=1 4 42 48 1 16
split_gain=1.45828e-05 4.23373e-05 2.29785e-05 3.42664e-05 4.41755e-05 4.05509e-05
threshold=0.077565000000000009 -0.17966999999999997 0.086375000000000021 0.086260000000000017 0.096125000000000016 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=0.0044697145878943153 0.02134319069806399 -0.021659073602965147 0.013395267052430375 -0.012820899220996615 0.011864979806072193 -0.013437072400298497
leaf_weight=0.0014643802196170348 0.0011020256518981457 0.0010756451282052297 0.0014612592820533394 0.0016331850794283516 0.0011104154250947892 0.0014745442238035034
leaf_count=78 306 1558 532 228 142 277
internal_value=0 -0.00659526 0.0022882 -0.000762505 0.00457887 -0.00256813
internal_weight=0 0.00254003 0.00678143 0.00532017 0.00368699 0.00258496
internal_count=3121 1636 1485 953 725 419
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=6
num_cat=0
split_feature=1 42 49 0 16
split_gain=1.48433e-05 4.24064e-05 3.82676e-05 3.26631e-05 4.41739e-05
threshold=0.12500000000000003 0.091465000000000005 -0.0020949999999999996 -0.10151999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010781435519991295 0.0081726017838023579 -0.021099193951211705 0.01571833816671404 -0.017593810073862761 0.0089945680446141454
leaf_weight=0.0019618122831683658 0.0017521246010325691 0.0010114293466152065 0.0019497252240569243 0.0010237356952809014 0.0016037317112766532
leaf_count=513 279 610 264 1047 408
internal_value=0 -0.0020438 0.000903616 0.0059119 -0.00136502
internal_weight=0 0.00755043 0.006539 0.00457719 0.00262747
internal_count=3121 2842 2232 1719 1455
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=9
num_cat=0
split_feature=1 150 42 157 2 4 43 2
split_gain=9.63217e-05 5.37862e-05 3.9124e-05 6.17329e-05 7.58963e-05 8.45155e-05 0.000112138 4.25746e-05
threshold=0.13686500000000004 0.10605000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11704500000000001 0.076415000000000025 -0.078844999999999985 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.0003651705806642966 0.00057120541612146224 -0.00045507360728946509 -0.00036565224135868928 0.00057987917338822538 -0.00035522240223105227 0.00062875466581865133 -0.00046771990269843441 7.0411001881577712e-05
leaf_weight=0.0010333107965876049 0.0010093241416228834 0.001194127891538826 0.0011783139560320741 0.0010798118526861591 0.0010336691692468935 0.0014351834086404882 0.0010874602411441885 0.0011770503315897346
leaf_count=835 169 166 426 374 177 163 566 245
internal_value=0 -6.68187e-05 -9.0446e-06 4.35892e-05 0.000126541 0.000230733 5.99257e-05 -0.00018801
internal_weight=0 0.00921893 0.0080248 0.00699149 0.00581318 0.00477951 0.00334432 0.00226451
internal_count=3121 2952 2786 1951 1525 1348 1185 811
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 4 2
split_gain=6.28593e-05 8.2055e-05 0.000102106 7.03441e-05 7.7854e-05 3.76985e-05 4.73086e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 -0.074319999999999983 -0.0016099999999999997 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00044390285131228871 0.00034514476101865378 -0.00083333191400661007 -2.5867786634799916e-05 -3.3134357400473879e-05 0.00065085859660573978 -0.00031954092200071524 -0.00021381621894060531
leaf_weight=0.0010583826353615785 0.0011343577893877584 0.0010409594386871514 0.0014281267498242422 0.0012851173892063806 0.0012740899745660543 0.0017992775193180688 0.0011958784887699375
leaf_count=180 797 162 637 218 242 417 468
internal_value=0 -6.08071e-05 -0.000366292 5.19602e-05 0.000307388 -0.000106338 5.82857e-05
internal_weight=0 0.00915781 0.00246909 0.00668872 0.00255921 0.00412951 0.00233024
internal_count=3121 2941 799 2142 460 1682 1265
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=8
num_cat=0
split_feature=50 15 151 15 16 16 52
split_gain=0.000107301 5.01628e-05 6.63648e-05 5.91278e-05 5.40382e-05 7.2409e-05 0.000115012
threshold=0.086580000000000004 -0.24436499999999997 -0.024429999999999997 -0.10203999999999998 -0.092484999999999984 0.064860000000000015 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00044274609053744369 -0.00059992741584221927 0.00034310467669109465 -0.00049817874487249913 -0.0003274946255113021 0.00047989379431510529 -0.00040871302356274155 0.00040565430489584553
leaf_weight=0.0011623769118399045 0.0010478659525139352 0.001793456624329612 0.0010957078420333012 0.0014359709932755807 0.0013833942379146967 0.0016041986980357681 0.0011409645476829053
leaf_count=219 579 428 192 275 958 418 52
internal_value=0 6.08266e-05 8.31291e-06 -8.18392e-05 1.41936e-07 0.000114099 -7.02398e-05
internal_weight=0 0.00961607 0.00845369 0.00666024 0.00556453 0.00412856 0.00274516
internal_count=3121 2542 2323 1895 1703 1428 470
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=49 42 15 43 43 0 2
split_gain=1.80611e-05 3.97371e-05 3.19532e-05 3.18268e-05 4.59603e-05 5.78214e-05 3.97275e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.040804999999999994 -0.084004999999999982 0.05259500000000001 -0.10151999999999999 0.11177500000000001
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.019862656088798725 0.013091907149078239 -0.020814593593202233 -0.0046446521362486946 0.015023866679860887 0.014256471232247195 -0.024192735871783059 -0.012557204735087394
leaf_weight=0.0010967216583731587 0.0015165984928982067 0.00101812172916514 0.0010332294613105337 0.0010749772873468435 0.0011038887092854788 0.0014827440442716829 0.0010156584966177112
leaf_count=226 517 621 199 149 265 1053 91
internal_value=0 -0.00250613 0.00797427 0.000503332 -0.0035785 -0.00908808 0.00162462
internal_weight=0 0.00721199 0.00212995 0.00619387 0.00467727 0.00357338 0.00209064
internal_count=3121 2696 425 2075 1558 1293 240
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 52 4 16
split_gain=9.91627e-05 6.36547e-05 5.92098e-05 5.24403e-05 8.14697e-05 5.78042e-05 0.000113957 3.21738e-06
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.087769999999999987 -0.0016099999999999997 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00070285525840586035 0.00057891556826348059 0.00042276096071235716 -4.2404090398123648e-05 -0.00026341980447746276 -0.00044425736922218797 0.00063370475703668119 -9.1184793420047534e-06 -0.00016591465568994418
leaf_weight=0.0010162518871243444 0.0010307340507798293 0.0010820064448888557 0.0010728030069111279 0.0013562984231864396 0.0014952618888313136 0.0014477155933710034 0.0010047736722098664 0.0010078005994798886
leaf_count=204 169 158 169 569 591 887 184 190
internal_value=0 -6.14624e-05 -0.00036369 2.39288e-05 -4.44408e-05 7.96783e-05 0.000214159 -8.76345e-05
internal_weight=0 0.00948291 0.00208905 0.00739386 0.00631185 0.00481659 0.00346029 0.00201257
internal_count=3121 2952 373 2579 2421 1830 1261 374
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=7
num_cat=0
split_feature=50 3 0 2 49 15
split_gain=6.75958e-05 4.69042e-05 4.9296e-05 0.000141753 8.1113e-05 7.03131e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.006494999999999999 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034057844433028303 -0.00048675888971351679 -0.00022349215468606088 -0.00067727894259509954 0.00024420704570994459 4.086596197660817e-05 0.00064013767783354671
leaf_weight=0.0017165410400390114 0.001007622761221333 0.0019027173966855468 0.0013491481221137159 0.0012242107884677081 0.0018038906261842055 0.0012918018650278536
leaf_count=264 579 408 138 180 607 945
internal_value=0 4.79349e-05 -1.84082e-05 -0.000238905 9.51115e-05 0.000290936
internal_weight=0 0.00928831 0.00757177 0.00257336 0.00499841 0.00309569
internal_count=3121 2542 2278 318 1960 1552
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=7
num_cat=0
split_feature=2 52 3 16 0 43
split_gain=1.77131e-05 5.23074e-05 4.54419e-05 8.91434e-05 4.45797e-05 3.43753e-05
threshold=0.10912000000000001 0.089325000000000015 -0.13309499999999996 -0.15241499999999997 -0.13455999999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -5
right_child=4 -3 3 5 -6 -7
leaf_value=-0.016895523914233389 -0.0045094659217199623 -0.01873378098755165 0.029655625216539971 0.010844744075295195 0.020744189355113556 -0.012162584537134152
leaf_weight=0.0010009870361301432 0.0016064045893344069 0.001592255611401079 0.0012016979010558843 0.0010747991169248179 0.0012375190500277925 0.001640765089645529
leaf_count=177 164 619 153 679 457 872
internal_value=0 -0.00298043 0.00211963 0.00697862 0.00647953 -0.00305646
internal_weight=0 0.0065105 0.00491825 0.00391726 0.00284392 0.00271556
internal_count=3121 2500 1881 1704 621 1551
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=8
num_cat=0
split_feature=50 3 0 2 16 49 15
split_gain=6.40248e-05 5.51479e-05 5.0978e-05 0.000132567 7.5955e-05 6.14938e-05 8.47007e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.27167499999999994 -0.0020949999999999996 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00026245545533714346 -0.00057770019225111054 -0.00039197566846423907 -0.00077698149292282543 0.00011633016596015154 -0.00017114308013411504 -4.404185596068181e-05 0.0007517797982886001
leaf_weight=0.0016861415864363113 0.001011439325372507 0.0014381267913279351 0.0013498941378916858 0.0012122508313610605 0.0014119708887624038 0.0010121620462770894 0.0010450849863136379
leaf_count=264 579 284 138 180 333 447 896
internal_value=0 -5.78385e-05 -0.000130141 -0.000354321 -1.30954e-05 0.000143965 0.000360237
internal_weight=0 0.00915563 0.00746949 0.00256214 0.00490734 0.00346922 0.00205725
internal_count=3121 2542 2278 318 1960 1676 1343
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=8
num_cat=0
split_feature=50 15 15 150 15 3 4
split_gain=6.51019e-05 4.9073e-05 4.73224e-05 6.67605e-05 5.15174e-05 6.02633e-05 2.86145e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.016799999999999995 -0.086769999999999986 -0.14098499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00042858150887747253 -0.00046839773277009613 -0.00028330117659044362 -0.00032259553720715361 0.00051942116378855038 -0.00019113005836208363 7.5797432222741301e-05 0.00051950809349874695
leaf_weight=0.0011226754990290464 0.0010613908708878407 0.0018635276625989777 0.001523356653149848 0.0010671662525400935 0.0015656989146404531 0.0010578548433867847 0.0011844402453624915
leaf_count=219 579 337 539 206 507 92 642
internal_value=0 4.39391e-05 -8.32748e-06 7.17569e-05 -1.78512e-05 0.000104059 0.000310177
internal_weight=0 0.00938472 0.00826204 0.00639852 0.00533135 0.00380799 0.0022423
internal_count=3121 2542 2323 1986 1780 1241 734
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=7
num_cat=0
split_feature=42 157 43 16 1 16
split_gain=1.82148e-05 3.19442e-05 5.18293e-05 5.79666e-05 3.86753e-05 7.82763e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.094465000000000007 -0.51370499999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.010960663221084304 -0.014064644882950745 0.018789566649863823 -0.0091794224211371005 -0.016683442019967708 -0.0046898955604374641 0.031524715870378132
leaf_weight=0.001345462177064845 0.0011183153588956527 0.0017914826815874771 0.0011092682751635049 0.0016095626649281092 0.0011936385757098655 0.0011937480477685605
leaf_count=862 504 624 433 414 84 200
internal_value=0 0.00161321 0.00415504 -0.000979386 0.00624943 0.0134182
internal_weight=0 0.00801602 0.0068977 0.00510622 0.00349665 0.00238739
internal_count=3121 2259 1755 1131 717 284
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=7
num_cat=0
split_feature=49 42 151 15 4 12
split_gain=1.59034e-05 4.0582e-05 3.28325e-05 2.98438e-05 6.40015e-05 6.34656e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.039414999999999999 -0.037864999999999989 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 3 -1 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.020599446116290419 -0.026087005794744496 -0.020931538146530638 -0.0042619678952090885 0.021757837650987665 0.0047591680247997988 -0.0059445418582136532
leaf_weight=0.0010014195345494029 0.0010786824629724764 0.0010169584049652281 0.0011312596294781058 0.0015606143791123761 0.0017869733598383634 0.0017592614966628942
leaf_count=227 605 621 198 180 232 1058
internal_value=0 -0.00241916 0.00741194 0.000624441 -0.00685187 0.00707785
internal_weight=0 0.00720249 0.00213268 0.00618553 0.00286566 0.00331988
internal_count=3121 2696 425 2075 837 1238
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=9
num_cat=0
split_feature=1 16 52 1 16 16 4 52
split_gain=8.08383e-05 4.88098e-05 6.11108e-05 0.000131814 5.40167e-05 8.28431e-05 5.05323e-05 4.96507e-05
threshold=0.13686500000000004 -0.004174999999999999 0.089325000000000015 0.11212500000000002 -0.29154999999999992 -0.084119999999999986 -0.49013999999999996 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 -8
right_child=-2 6 -4 -5 5 -7 7 -9
leaf_value=0.00051233262544752136 0.00051621741014125355 -0.00024077501570744992 -0.00059969188031777079 -0.00056017707797817527 -0.00037236890467402524 0.00036969031384270502 2.1360845824493699e-05 0.00058886534793608808
leaf_weight=0.001026375238732443 0.0010244139491150201 0.0010296473262706345 0.0010546347926120234 0.0015092742969815536 0.0012453455155385284 0.001080058747979832 0.0013067561102012648 0.0010847200702433684
leaf_count=146 169 167 590 145 444 726 458 276
internal_value=0 -6.40216e-05 -0.000171833 -7.90067e-05 0.00013766 -2.77116e-05 0.000122403 0.000278768
internal_weight=0 0.00933681 0.00591569 0.00486105 0.00335178 0.0023254 0.00342112 0.00239148
internal_count=3121 2952 2051 1461 1316 1170 901 734
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.69013e-05 3.15994e-05 4.00115e-05 6.8887e-05 0.00013305
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010564764581318865 -0.0099710974316706367 0.016601350218743375 0.017660623901896259 -0.037761351862578764 0.0072443358150352027
leaf_weight=0.0013372271048309953 0.0018265325818389707 0.0015775485027875028 0.0017776329194085236 0.0010463759999376058 0.0017646361335262083
leaf_count=862 828 250 340 612 229
internal_value=0 0.00158169 0.00500383 -0.000122938 -0.00950866
internal_weight=0 0.00799273 0.00616619 0.00438856 0.00281101
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=8
num_cat=0
split_feature=48 12 2 13 13 1 0
split_gain=5.36533e-05 8.32837e-05 5.48711e-05 0.000104737 6.74238e-05 0.000113153 4.74327e-05
threshold=-0.032929999999999994 0.095330000000000012 0.099185000000000009 -0.00051499999999999994 -0.023499999999999997 0.086560000000000012 -0.052984999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.00041426731044844571 -0.00049550241646742141 -6.9376923736448791e-05 0.00071267918907545573 -3.4748090559551266e-05 0.00055367984062743676 -0.0002699285107181376 -0.00064753445105575087
leaf_weight=0.0010563079352076598 0.001168719409188123 0.0010003997698959598 0.0011624693966052952 0.0018972044183900513 0.0010920139172750862 0.0015539831544736538 0.001199953180234204
leaf_count=180 1091 486 316 206 457 216 169
internal_value=0 -5.26531e-05 5.36196e-05 0.000249224 -0.000103269 6.99781e-05 -0.000384673
internal_weight=0 0.00907474 0.00687439 0.00305967 0.00381472 0.002646 0.00220035
internal_count=3121 2941 2286 522 1764 673 655
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=8
num_cat=0
split_feature=50 160 12 12 13 13 4
split_gain=5.51793e-05 6.31453e-05 6.30153e-05 5.35248e-05 9.39441e-05 7.15001e-05 5.1148e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.11650500000000001 0.086705000000000018 -0.084034999999999985 0.018150000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00036577439030545069 -0.00043598191015988713 -0.00045331266001384012 0.00030656902751070077 -0.00037927091878128268 0.00062641720187857949 -0.00053108710615527236 1.2855994042327889e-05
leaf_weight=0.0018500117665271919 0.0010358777076250854 0.0011862467894078899 0.0016675437036184348 0.0010007282179174039 0.0010998298330880361 0.0011182490266349802 0.0016384440990915221
leaf_count=626 579 276 392 100 173 746 229
internal_value=0 4.045e-05 -3.76009e-05 3.7978e-05 0.000113566 -1.39248e-05 -0.000207794
internal_weight=0 0.00956105 0.00771104 0.00652479 0.00552407 0.00442424 0.00275669
internal_count=3121 2542 1916 1640 1540 1367 975
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 160 52
split_gain=7.69133e-05 6.96065e-05 5.26941e-05 4.28555e-05 6.28612e-05 9.93171e-05 0.000100996
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.069549999999999987 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00051440289184090501 -0.00050730753199950275 -0.00029379726340865279 -0.000291948087785388 0.00043948974771634505 0.00067807465160669685 -0.00039179776642404423 0.00039513916951922128
leaf_weight=0.0011243114188708081 0.0010319153236041682 0.0018837648310294436 0.0017892962085231988 0.0010596593774526725 0.0010124511461097525 0.0014346337890038174 0.0011138407605130901
leaf_count=219 579 337 919 206 193 608 60
internal_value=0 5.65712e-05 -5.49383e-06 7.92341e-05 7.88222e-06 0.000158541 -4.78577e-05
internal_weight=0 0.00941796 0.00829365 0.00640988 0.00535022 0.00356093 0.00254847
internal_count=3121 2542 2323 1986 1780 861 668
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=7
num_cat=0
split_feature=52 160 0 3 2 16
split_gain=1.5459e-05 5.88949e-05 5.14736e-05 4.09992e-05 6.84935e-05 0.000103888
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.14794999999999997 -0.13309499999999996 0.10613000000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.012299908736122078 -0.0233197335692382 -0.012720473832542137 0.01563518289722397 0.039268691927104991 -0.010276930663296562 -0.0023492023216715638
leaf_weight=0.0010118494819744783 0.0011562545882513641 0.0014525693892079583 0.0018947703897634483 0.0011370986263745731 0.0014366843653772611 0.0012693667863716643
leaf_count=93 743 114 860 138 243 930
internal_value=0 -0.0028728 0.00591045 0.00159153 0.00700094 0.017316
internal_weight=0 0.00645197 0.00290662 0.00529572 0.00384315 0.00240647
internal_count=3121 2168 953 1425 1311 1068
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=9
num_cat=0
split_feature=48 16 15 3 12 0 2 4
split_gain=7.01112e-05 8.23707e-05 0.000123107 7.19505e-05 6.1088e-05 9.42173e-05 8.4331e-05 8.86748e-05
threshold=-0.032929999999999994 -0.27167499999999994 -0.15914499999999995 0.13524500000000003 -0.010834999999999999 -0.053834999999999994 0.090935000000000016 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=0.00046504411250296789 0.00011769986957165997 0.00039003379289312699 -0.00079826822199028204 0.00046083206267419775 -8.9570126786486378e-05 -0.00050621675634762785 -0.00040370420654551892 0.00069061329757904644
leaf_weight=0.0011014271639761533 0.0010318016629126078 0.0010236148832438886 0.0012446275603265702 0.0013073619780993584 0.0012078535965975169 0.001728363022372224 0.0010361634002287665 0.0010444122298320631
leaf_count=180 173 234 180 116 1263 323 540 112
internal_value=0 -5.72014e-05 -0.000383102 4.37665e-05 -4.65015e-05 -0.000135571 5.92361e-05 0.000272214
internal_weight=0 0.0096242 0.00227643 0.00734777 0.00604041 0.00501679 0.00328843 0.00225227
internal_count=3121 2941 353 2588 2472 2238 1915 1375
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=7
num_cat=0
split_feature=2 0 0 13 3 15
split_gain=1.78645e-05 3.30343e-05 5.14199e-05 2.8387e-05 2.88844e-05 2.69831e-05
threshold=0.099185000000000009 -0.060129999999999996 -0.10607499999999999 -0.08971999999999998 0.11296500000000002 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.0015084635354253289 0.01632465840084258 0.016975888422618782 -0.029308998350880633 0.0080943293911880966 -0.013356811791886343 -0.0043548210935662008
leaf_weight=0.0019584756999873804 0.0014150332902969284 0.001037998271598562 0.0010076038281429047 0.0014273088296509091 0.0011204956115363762 0.0013834230584737035
leaf_count=267 200 105 1688 630 89 142
internal_value=0 -0.00387745 -0.0109526 0.00496785 -0.00133964 0.00478908
internal_weight=0 0.0053875 0.00296608 0.00396284 0.0025478 0.00242142
internal_count=3121 2202 1955 919 719 247
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=8
num_cat=0
split_feature=50 160 12 160 49 3 2
split_gain=4.97357e-05 5.57793e-05 7.30458e-05 4.45666e-05 6.13927e-05 0.000104885 0.000127832
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 0.086075000000000013 -0.039339999999999993 -0.13309499999999996 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00035575124366632899 -0.00041200889800610617 -0.00048351598892062113 0.00051810851279561368 -0.00031207480188982935 -0.00048478200827444581 0.00058826602946645211 -0.00023763717041248484
leaf_weight=0.0017960246813561462 0.0010135781912535982 0.0011505906502908159 0.0011960575094325044 0.0010658732748530927 0.0011631584799909277 0.0015814999928027798 0.0013234657812446005
leaf_count=626 579 276 145 247 158 484 606
internal_value=0 4.54499e-05 -2.90501e-05 5.35564e-05 0.000127588 1.27724e-05 0.000211995
internal_weight=0 0.00927667 0.00748065 0.00633006 0.00526418 0.00406812 0.00290497
internal_count=3121 2542 1916 1640 1393 1248 1090
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=8
num_cat=0
split_feature=1 52 15 160 52 2 0
split_gain=6.23307e-05 5.17407e-05 8.12337e-05 5.06225e-05 6.09941e-05 7.65825e-05 5.86331e-05
threshold=0.13686500000000004 0.11434500000000002 -0.11713499999999999 0.086870000000000017 -0.087769999999999987 0.10097500000000002 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00036453790134611429 0.00046023108593524863 -0.00042162831563777152 -0.00021618754569516921 -0.00028942473692449065 0.00081676325862126489 -7.3590941391260225e-05 0.00024605245888276856
leaf_weight=0.0017956194138943806 0.001016805009676971 0.0012543455154395448 0.0011762310217334647 0.0010484742672893345 0.0011492947765238707 0.0014950483162434881 0.001739813943566077
leaf_count=302 169 462 473 269 99 226 1121
internal_value=0 -5.01525e-05 5.2892e-06 0.000105771 0.000180289 0.000286661 0.000473083
internal_weight=0 0.00965883 0.00840448 0.00660886 0.00556039 0.00438416 0.00288911
internal_count=3121 2952 2490 2188 1919 1446 1220
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=9
num_cat=0
split_feature=1 16 42 13 3 1 16 15
split_gain=6.589e-05 6.7879e-05 6.41109e-05 7.17683e-05 7.75244e-05 9.24273e-05 7.60646e-05 4.83989e-05
threshold=0.13686500000000004 -0.5315899999999999 -1.0000000180025095e-35 -0.084869999999999987 0.097915000000000016 0.10089500000000001 -0.0087049999999999992 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 7 -4 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.0004918654966297373 0.00046725500924671464 -0.00043557221714268167 -0.00052227835063612532 0.00042607008551763135 -0.00024355837056563119 0.00080913064838262084 0.00017243202544275536 -9.5481593693093767e-05
leaf_weight=0.0011962253674252478 0.0010293272171000073 0.0010983350049702861 0.0013229414809910133 0.0012637464702968209 0.0011416410197594984 0.0011326102704505877 0.0011180445734747788 0.0014913326224847794
leaf_count=125 169 834 543 326 102 282 174 566
internal_value=0 -5.43294e-05 6.75275e-06 7.17863e-05 0.000205678 0.000337599 -0.00020408 0.000143753
internal_weight=0 0.00976488 0.00856865 0.00747032 0.00502933 0.00388769 0.00244099 0.00275508
internal_count=3121 2952 2827 1993 1276 1174 717 892
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=7
num_cat=0
split_feature=42 43 3 0 0 3
split_gain=1.65842e-05 2.51677e-05 5.3982e-05 0.000105433 8.21388e-05 2.86756e-05
threshold=-1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.052984999999999997 -0.10224499999999999 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.010366276015512158 0.023061364258122448 -0.011402636436533338 -0.014368309402228101 -0.027137401630885412 0.028374657616714562 0.0054406342005759532
leaf_weight=0.0013513141675622941 0.0012201465267591902 0.0012551909868051747 0.0011499423989001262 0.0011498394562324855 0.0012657558475197288 0.0020048869035728389
leaf_count=862 216 175 170 264 1228 206
internal_value=0 0.00160614 0.00401072 -0.000162131 0.00685441 -0.00177977
internal_weight=0 0.00804576 0.00679057 0.00557042 0.00442059 0.00315483
internal_count=3121 2259 2084 1868 1604 376
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=8
num_cat=0
split_feature=1 12 0 47 3 4 0
split_gain=7.32976e-05 5.86546e-05 7.02539e-05 5.998e-05 0.000177201 5.95082e-05 3.88574e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 0.086380000000000012 0.090900000000000009 -0.0029599999999999995 0.14486500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-2.1006980229739712e-05 0.00048613603918003316 -0.00035967591264320407 0.0005218728770367072 -0.00045368994316949889 0.00047336894744877568 -0.00067456184076039171 2.5870468436328889e-05
leaf_weight=0.0010310065860461551 0.0010794380825766342 0.001917471096489866 0.0013447159553349815 0.0013879812291719296 0.0018026714989863718 0.0011148239890738526 0.0011072709024903152
leaf_count=1301 169 439 300 246 148 467 51
internal_value=0 -5.24743e-05 2.31568e-05 -0.000103075 2.01729e-05 -0.000360549 0.000297888
internal_weight=0 0.00970594 0.00778847 0.00533648 0.0039485 0.00214583 0.00245199
internal_count=3121 2952 2513 2162 1916 1768 351
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=9
num_cat=0
split_feature=1 150 52 0 47 12 4 1
split_gain=7.86508e-05 6.19446e-05 4.99296e-05 8.61619e-05 7.01351e-05 5.97832e-05 5.85901e-05 4.02616e-05
threshold=0.13686500000000004 0.10605000000000002 0.11434500000000002 -0.062294999999999996 0.092530000000000015 0.051320000000000005 -0.42529999999999996 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9
leaf_value=-2.2837982172770308e-05 0.00050064104223736282 -0.00047235055415588455 -0.00036342932839660572 -6.8319495469273983e-06 -0.00052407217594190958 -0.00030406916241017523 0.00057281218236182726 0.0005181459836916092
leaf_weight=0.0011005168676325183 0.001064400658175744 0.0012283715727749228 0.0012500016776477189 0.0011424272950399075 0.001150541477681379 0.0012461198096076109 0.0016227858727007132 0.0010183116910805017
leaf_count=139 169 166 448 177 207 1417 232 166
internal_value=0 -6.06754e-05 -1.39656e-06 6.07597e-05 -0.000106162 3.67298e-05 0.000333337 0.00023716
internal_weight=0 0.00975908 0.0085307 0.0072807 0.00451549 0.00336495 0.00276521 0.00211883
internal_count=3121 2952 2786 2338 1929 1722 409 305
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=9
num_cat=0
split_feature=1 12 47 52 43 48 15 2
split_gain=8.15012e-05 5.77682e-05 5.7425e-05 0.000106445 8.38132e-05 7.70461e-05 5.19544e-05 8.03794e-05
threshold=0.13686500000000004 0.098810000000000023 0.092530000000000015 -0.088204999999999992 -0.084154999999999994 0.085845000000000019 -0.033689999999999991 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00046831499874672964 0.00049533753073080402 -0.00036678462975874639 -0.00038984458000895057 -0.00026840644077831939 0.00075936514563872582 -0.00015125029108918625 -0.00012522614443625726 0.00064278933679194378
leaf_weight=0.0011435418033396792 0.0011074713708414266 0.0019631578727513253 0.0011857947077901212 0.0012194444599379836 0.0013198803037005663 0.0010564930310520259 0.001037162245612378 0.0010587366801794946
leaf_count=466 169 439 243 372 314 162 875 81
internal_value=0 -6.53066e-05 8.48029e-06 7.75825e-05 0.000187261 0.000311506 0.000454636 0.000262734
internal_weight=0 0.00998421 0.00802105 0.00683526 0.00569172 0.00447227 0.00341578 0.0020959
internal_count=3121 2952 2513 2270 1804 1432 1270 956
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=7
num_cat=0
split_feature=2 2 40 1 1 2
split_gain=1.69313e-05 3.04971e-05 3.44314e-05 3.25455e-05 7.62557e-05 7.50167e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 -0.011659999999999998 0.11392000000000001 0.10508500000000001 0.093175000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.010848513891345009 -0.014546311207791478 0.01812737868206335 0.0087173432910271544 -0.017825252612780871 0.024391519425812219 -0.020492804743145882
leaf_weight=0.0012268725227861715 0.0015174757322760817 0.0010141923303182056 0.0018027362757957221 0.0010441856009081405 0.0011238616241192462 0.0017162154001391313
leaf_count=199 541 226 1171 170 127 687
internal_value=0 -0.00174532 0.00115345 -0.0018736 0.00171398 -0.00552863
internal_weight=0 0.00821867 0.00670119 0.005687 0.00464281 0.00351895
internal_count=3121 2922 2381 2155 1985 1858
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=7
num_cat=0
split_feature=1 47 52 2 2 3
split_gain=1.60457e-05 4.21943e-05 6.91155e-05 5.32171e-05 4.65262e-05 3.73001e-05
threshold=0.12337000000000002 0.092530000000000015 -0.088204999999999992 0.10097500000000002 0.11293500000000002 -0.011549999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.023092057757185921 0.0081615446277753332 -0.020547733465736732 0.0029739540670022583 -0.022501639204361643 0.006656080133681453 0.024411332633439239
leaf_weight=0.0010139018149949754 0.0018818119742448564 0.0010707879164692617 0.0016559220801361533 0.0010063491588049513 0.0011996029216662962 0.0015919220655976603
leaf_count=556 294 261 1449 211 204 146
internal_value=0 -0.00216086 0.000883258 0.00534045 -0.00664559 0.0134814
internal_weight=0 0.00753849 0.0064677 0.0054538 0.00220595 0.00324784
internal_count=3121 2827 2566 2010 415 1595
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=8
num_cat=0
split_feature=50 3 16 52 13 16 48
split_gain=6.56309e-05 4.79302e-05 4.85101e-05 7.19463e-05 4.35901e-05 8.51127e-05 0.000106315
threshold=0.086580000000000004 -0.15447499999999995 0.26799500000000004 -0.081429999999999989 0.0076650000000000008 -0.094359999999999986 0.081805000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00042111865960769594 -0.00046765293934370627 0.00048491429236585746 -0.00034365232875241208 0.00017703070182601406 -0.00035510817046851401 0.00036595612278911283 -0.00061358498781414366
leaf_weight=0.0011228364136882758 0.0010882373380282024 0.0012400521489729626 0.0013990096809724266 0.001471148687415637 0.0012783716183828973 0.0019430085319016898 0.0011771520479849273
leaf_count=182 579 371 281 393 202 1008 105
internal_value=0 4.03511e-05 -9.89601e-06 5.57785e-05 -3.48824e-05 5.4279e-05 -0.000174393
internal_weight=0 0.00963158 0.00850874 0.00710973 0.00586968 0.00459131 0.0026483
internal_count=3121 2542 2360 2079 1708 1506 498
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=7
num_cat=0
split_feature=2 0 0 3 1 0
split_gain=1.77164e-05 3.09141e-05 5.11094e-05 2.96331e-05 6.14794e-05 2.47922e-05
threshold=0.099185000000000009 -0.060129999999999996 -0.10607499999999999 0.11924500000000002 0.10612500000000001 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3
right_child=3 5 -4 -5 -6 -7
leaf_value=-0.0013297303726230629 -0.0029934504171188975 0.015587577599951705 -0.029018388478998753 -0.0048889265779532504 0.030026966542923601 -0.0046804084884124941
leaf_weight=0.0019825663482420279 0.0012029091252502018 0.0011074995961788507 0.001004374165293212 0.001733301946136365 0.0010613452991424211 0.0013262593312153292
leaf_count=267 500 98 1688 185 234 149
internal_value=0 -0.00382345 -0.0106402 0.00495156 0.0124845 0.00454269
internal_weight=0 0.0054207 0.00298694 0.00399756 0.00226425 0.00243376
internal_count=3121 2202 1955 919 734 247
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=7
num_cat=0
split_feature=3 51 16 42 51 13
split_gain=1.5214e-05 3.74075e-05 2.87507e-05 5.66847e-05 6.43784e-05 3.19076e-05
threshold=0.13524500000000003 0.08955500000000001 -0.5315899999999999 0.084050000000000014 -0.031924999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.013667636770698833 0.0090122184982133376 -0.019119306111432977 -0.0096942171224662001 -0.011693707818351471 0.026261360930465851 0.0041035706828644776
leaf_weight=0.0011302988607581315 0.0015364930037042633 0.0010836313626528659 0.0011482937729040813 0.0016644222440997834 0.0018254505924097449 0.0010091764025028538
leaf_count=113 192 348 350 1163 647 308
internal_value=0 -0.00186761 0.000890642 0.00380444 0.010281 0.0183728
internal_weight=0 0.00786127 0.00677764 0.00564734 0.00398292 0.00283463
internal_count=3121 2929 2581 2468 1305 955
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=8
num_cat=0
split_feature=50 3 16 0 2 43 3
split_gain=6.37741e-05 5.95712e-05 5.06642e-05 5.98666e-05 0.000128731 7.29908e-05 8.53368e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.36241499999999999 -0.053834999999999994 0.097220000000000015 -0.072864999999999985 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00037967974596250369 -0.00047121034884389015 -0.00032650556197819309 0.00060180875506907292 -0.00068173412765153781 0.00028130654014961009 -0.00038597218285541863 0.00034503247063943834
leaf_weight=0.0017107010055505837 0.0010028397549122969 0.0016736814390357442 0.0012285127388160007 0.0010695447142524002 0.0010650545712689429 0.001112508371392124 0.001370159131655703
leaf_count=264 579 310 683 120 154 894 117
internal_value=0 4.94245e-05 -2.57097e-05 6.041e-05 -0.000201227 0.000210898 1.74619e-05
internal_weight=0 0.00923016 0.00751946 0.00584578 0.0021346 0.00371118 0.00248267
internal_count=3121 2542 2278 1968 274 1694 1011
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=5.07851e-05 8.32169e-05 9.42224e-05 6.86383e-05 9.1672e-05 4.40993e-05 0.000111551
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00040744343257986782 -0.00044769776192676663 -0.00069076337755307935 8.5131025721643533e-05 -4.8671705293764034e-05 0.00068663557534029082 0.00035625629905630939 -0.00038496463701290446
leaf_weight=0.0010545065270402927 0.0010091473576953032 0.0013954438021041536 0.0010579431488600107 0.0013189025615155086 0.001288908502556344 0.0017373142451365378 0.0014175602919131839
leaf_count=180 310 510 289 218 242 1019 353
internal_value=0 -4.67864e-05 -0.000356184 6.53062e-05 0.000314753 -9.09156e-05 2.32081e-05
internal_weight=0 0.00922522 0.00245339 0.00677183 0.00260781 0.00416402 0.00315487
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=9
num_cat=0
split_feature=1 15 43 52 151 3 52 4
split_gain=7.06126e-05 7.72973e-05 6.47688e-05 8.6115e-05 5.97977e-05 5.89468e-05 5.13975e-05 4.92864e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.03694999999999999 -0.087769999999999987 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=-0.00072365369914896007 0.00047578651453043965 0.00047203716109992335 -0.00023747453748413529 -0.00044606291112280031 -9.5124252940397176e-05 -7.3130192207060163e-05 0.00071974929887227805 0.00012924621402605856
leaf_weight=0.0010402969320657182 0.0010470620779594172 0.0011035506656429002 0.0015234327149519803 0.0015428698669793022 0.0012018469867682846 0.0011037517896072262 0.0010358395670309378 0.00114316106099442
leaf_count=204 169 158 387 591 441 169 722 280
internal_value=0 -6.02016e-05 3.30953e-05 -4.20378e-05 8.50671e-05 -0.000388766 0.000230406 0.000409956
internal_weight=0 0.00969475 0.0075507 0.00644715 0.00490428 0.00214405 0.00338085 0.002179
internal_count=3121 2952 2579 2421 1830 373 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=8
num_cat=0
split_feature=52 4 15 1 1 12 15
split_gain=1.50409e-05 5.9156e-05 5.82627e-05 6.75439e-05 0.000113423 6.58239e-05 6.23577e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 0.094385000000000011 0.088105000000000003 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.023875498171282393 0.0087535930045904951 -0.01710737463497479 0.029004113217184525 -0.035547794240485972 0.02876381166425775 -0.0011264569226624242 -0.0034947127261340883
leaf_weight=0.0010582905734661599 0.0015993113746718491 0.001013117962357282 0.0012918231378603985 0.0010598466825029679 0.0011519361648416496 0.0011675916112915477 0.0010873883879349983
leaf_count=198 553 667 273 218 196 108 908
internal_value=0 -0.00188855 0.0015476 -0.00527905 0.0072988 -0.0175046 0.0141509
internal_weight=0 0.00782999 0.0067717 0.00439249 0.00216505 0.00222744 0.00237921
internal_count=3121 2568 2370 1189 863 326 1181
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=9
num_cat=0
split_feature=48 150 50 160 13 16 43 1
split_gain=0.000108059 0.000109476 7.37355e-05 0.000117022 4.9141e-05 0.000126701 8.82417e-05 8.26163e-05
threshold=-0.032929999999999994 0.098740000000000008 0.086580000000000004 -0.027994999999999996 -0.084034999999999985 0.23311500000000004 -1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.00055668662903780083 0.00052910877786661241 -0.00067833300794165974 -0.00050729510364858966 -0.00016402416094682011 -0.00082954732507660401 0.00039803543543125771 -0.00012837224080938057 0.00057830317520014178
leaf_weight=0.001151736203063059 0.0016056962076631915 0.0010442619292087641 0.0010038364046435809 0.0013224374422804118 0.0011532631432508869 0.0010079776601199276 0.0017180199058043613 0.0010217799170625463
leaf_count=180 488 171 568 309 651 320 302 132
internal_value=0 -7.79613e-05 -6.98381e-06 5.71648e-05 -6.45997e-05 -0.000200044 -0.000410002 0.000159536
internal_weight=0 0.00987727 0.00883301 0.00782917 0.00622348 0.00387926 0.00287128 0.00234422
internal_count=3121 2941 2770 2202 1714 1273 953 441
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=7
num_cat=0
split_feature=1 0 3 15 13 3
split_gain=1.63339e-05 2.83156e-05 6.92237e-05 4.2844e-05 3.145e-05 2.34745e-05
threshold=0.11588000000000001 -0.074479999999999977 0.090900000000000009 -0.095244999999999982 -0.036034999999999991 0.10299500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -2
right_child=5 4 -4 -5 -6 -7
leaf_value=-0.0042801044991865392 0.014969497503487124 -0.0080737852821658167 0.007633787154558442 -0.031514476411085811 0.013109378537942605 -0.0047268773357630094
leaf_weight=0.001056248289036602 0.0014674114373275874 0.0011494565261250635 0.0016415827150342982 0.0012747877267670757 0.0017959196829099137 0.0010296985413064943
leaf_count=323 260 326 143 1534 380 155
internal_value=0 -0.00258756 -0.00809633 -0.0191739 0.00484248 0.00684758
internal_weight=0 0.00691799 0.00397262 0.00233104 0.00294538 0.00249711
internal_count=3121 2706 2000 1857 706 415
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=7
num_cat=0
split_feature=3 3 47 12 1 2
split_gain=1.61974e-05 3.39168e-05 5.26225e-05 5.47032e-05 7.64142e-05 5.83119e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 0.084100000000000022 0.10374500000000002 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.019448008854420027 0.0092562546761416047 -0.015942309500645738 0.017232615886160471 -0.034914435695315681 0.0016560886907582115 -0.010816448565040481
leaf_weight=0.0014392969559074316 0.0015518379757318958 0.0014148528241308272 0.0015468264196893218 0.0010569693805399859 0.001243622565929612 0.0011415897880946979
leaf_count=400 192 132 330 1665 144 258
internal_value=0 -0.00192532 0.00115978 -0.00393332 -0.0151456 0.00606129
internal_weight=0 0.00784316 0.00642831 0.00488148 0.00230059 0.00258089
internal_count=3121 2929 2797 2467 1809 658
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=7
num_cat=0
split_feature=2 0 2 3 1 0
split_gain=1.64459e-05 2.90259e-05 4.57199e-05 2.6389e-05 4.94877e-05 2.01365e-05
threshold=0.099185000000000009 -0.060129999999999996 0.084055000000000005 0.11924500000000002 0.10612500000000001 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3
right_child=3 5 -4 -5 -6 -7
leaf_value=-2.9398784549717312e-05 -0.0018595616129438684 0.014469619359529921 -0.025300509808876121 -0.0044760153626896265 0.027876597431164631 -0.0038642497699318042
leaf_weight=0.0017610576780529895 0.0012058278706526481 0.0010972169857738228 0.0012062883050616606 0.0017329452991388743 0.001044410259103179 0.0013194929993792027
leaf_count=755 500 98 1200 185 234 149
internal_value=0 -0.00367641 -0.0103026 0.00479908 0.011942 0.00445956
internal_weight=0 0.00538406 0.00296735 0.00398318 0.00225024 0.00241671
internal_count=3121 2202 1955 919 734 247
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=8
num_cat=0
split_feature=15 13 52 16 16 2 3
split_gain=1.86046e-05 3.84287e-05 4.23922e-05 5.35368e-05 4.40238e-05 4.03481e-05 2.60372e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.087769999999999987 -0.18708499999999997 -0.073404999999999984 0.097845000000000015 -0.03694999999999999
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 -1
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.019206029859565394 -0.018175672357875376 0.017288186717266191 -0.013446424995978104 0.027365710352108566 -0.010348611365903509 0.016608495132505473 0.002739743281480521
leaf_weight=0.001077714763340116 0.0011737194202571391 0.0013940311234452102 0.0013730320074083402 0.0010157180761073813 0.0011880344797474279 0.0010424108762459867 0.0010847931367660092
leaf_count=222 581 167 198 825 649 217 262
internal_value=0 0.00238195 -0.00120514 0.003107 0.0101086 0.00224994 -0.00819723
internal_weight=0 0.00718695 0.00579291 0.0046192 0.00324616 0.00223045 0.00216251
internal_count=3121 2637 2470 1889 1691 866 484
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=9
num_cat=0
split_feature=1 16 133 43 13 47 13 1
split_gain=0.00011049 0.000100591 0.000100798 0.00013685 8.61241e-05 7.26248e-05 0.000129477 8.79102e-05
threshold=0.13686500000000004 0.0039400000000000008 1.0000000180025095e-35 -0.067899999999999974 0.030370000000000005 0.092710000000000015 -0.084319999999999992 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00046458715539639679 0.00058727715888371606 0.00096658249224971875 -0.00031414592293757217 2.0411115461248989e-05 -0.00064579115655039672 -0.0005649396494212263 -6.1523275740135058e-05 0.00063124151625563129
leaf_weight=0.0014132779185263671 0.0011072104072538938 0.0010300683710692878 0.0010004924018118429 0.0013685362306380025 0.0013617275338410183 0.0010101341643394763 0.0015072106723529638 0.0013219259315701182
leaf_count=621 169 176 290 311 273 166 919 196
internal_value=0 -6.54767e-05 0.000208667 0.00042674 -0.00020636 -9.2437e-05 2.00676e-05 0.000262174
internal_weight=0 0.0100134 0.0033991 0.0023986 0.00661428 0.00525255 0.00424241 0.00282914
internal_count=3121 2952 777 487 2175 1902 1736 1115
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=6
num_cat=0
split_feature=42 43 15 16 0
split_gain=1.81415e-05 3.02188e-05 3.78628e-05 6.8505e-05 3.3607e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.03241999999999999 -0.008904999999999998 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.010774325981755345 0.014563407684175106 -0.004529719199486546 -0.028424407302752204 0.0037178923895167695 0.014271712032241098
leaf_weight=0.0013514007683037852 0.0014967992210923858 0.0018322536445220358 0.0011732097270150256 0.0015249877708536975 0.0019760099020482507
leaf_count=862 448 173 560 374 704
internal_value=0 0.00175202 -0.00119521 -0.010258 0.00522586
internal_weight=0 0.00800326 0.00650646 0.0026982 0.00380826
internal_count=3121 2259 1811 934 877
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=9
num_cat=0
split_feature=1 15 3 43 52 151 52 4
split_gain=8.28747e-05 5.47525e-05 6.16391e-05 5.05909e-05 7.208e-05 4.94296e-05 5.16541e-05 5.27091e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 -0.0083949999999999979 -0.087769999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.0006879703327001941 0.00052938250216996512 0.00041102808371851744 -1.0724822717647876e-05 -0.00023197123960654005 -0.00042965226088751405 -0.00012926701604996064 0.00071240956527045588 8.9489960183867064e-05
leaf_weight=0.0010126418552578735 0.0010136979886248331 0.0010789987063820885 0.0010549541104907969 0.0014503588273287794 0.001460818790313856 0.0011562267055652748 0.0010000453027385115 0.0010931035658273834
leaf_count=204 169 158 169 387 591 441 729 273
internal_value=0 -6.10033e-05 -0.000342418 1.93679e-05 -4.923e-05 6.90167e-05 0.000203363 0.000387103
internal_weight=0 0.00930715 0.0020676 0.00723955 0.00616055 0.00469973 0.00324938 0.00209315
internal_count=3121 2952 373 2579 2421 1830 1443 1002
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=7
num_cat=0
split_feature=49 42 15 16 12 2
split_gain=1.76715e-05 4.61352e-05 3.36056e-05 5.39832e-05 5.26945e-05 3.04927e-05
threshold=-0.043469999999999995 0.091465000000000005 -0.037864999999999989 -0.072359999999999994 1.0000000180025095e-35 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0035946984479285453 0.0031808543731006696 -0.02211255719581167 0.021095766615351338 -0.02538067264306286 -0.0041664313034151974 0.020274946077012114
leaf_weight=0.0011096114122547045 0.0018404301102580181 0.0010215260053351603 0.0015555393974628073 0.0010332859917411541 0.0017598594236583479 0.0010338071208234225
leaf_count=212 397 621 180 440 1058 213
internal_value=0 -0.00242377 0.000825903 -0.00708885 0.00768624 0.00791804
internal_weight=0 0.00721064 0.00618911 0.00287372 0.0033154 0.00214342
internal_count=3121 2696 2075 837 1238 425
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=7
num_cat=0
split_feature=42 43 0 13 1 4
split_gain=1.66873e-05 2.70502e-05 7.67204e-05 3.04432e-05 5.85649e-05 6.05215e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10664 0.11414000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010360432858692202 -0.0068532141989238989 0.0090820159866778841 0.030468910657373678 -0.016699795436435329 -0.026474819715947909 0.012535189736129163
leaf_weight=0.0013434904298430641 0.0011446285817710809 0.0017550446001862686 0.0010616149117311287 0.0011928802839472603 0.0010916289332431007 0.0017424849273803015
leaf_count=862 847 257 194 689 96 176
internal_value=0 0.00168522 0.0111057 -0.00190933 -0.00669958 0.000654611
internal_weight=0 0.00798828 0.00220624 0.00578204 0.00402699 0.00293537
internal_count=3121 2259 1041 1218 961 865
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=7
num_cat=0
split_feature=52 160 15 15 2 16
split_gain=1.58178e-05 5.78942e-05 5.62425e-05 4.1192e-05 5.88483e-05 7.36993e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.090644999999999989 -0.11713499999999999 0.10097500000000002 -0.15241499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=0.024922395149291739 -0.023231704056742724 -0.012707568324470198 -0.0042633851590088423 0.037159492709400006 -0.008187710557575438 0.0011531868328695685
leaf_weight=0.0010244453617030769 0.0011410804596254142 0.0014562420339824808 0.0018573781095666438 0.001022565204975401 0.0015243015265624226 0.001280112526740846
leaf_count=246 743 244 707 82 211 888
internal_value=0 -0.00280511 0.00611173 0.00160667 0.00705352 0.0171427
internal_weight=0 0.0064243 0.00288182 0.00528322 0.00382698 0.00230268
internal_count=3121 2168 953 1425 1181 970
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=7
num_cat=0
split_feature=1 12 4 2 151 4
split_gain=1.74468e-05 4.4333e-05 4.78847e-05 4.92839e-05 6.23225e-05 2.29026e-05
threshold=0.12500000000000003 0.098810000000000023 -0.15764999999999998 0.089885000000000007 -0.0083949999999999979 -0.00027999999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.016677323863460183 0.0090010189768870916 -0.019872282207459593 -0.0047426055330952125 -0.01428722739125704 0.016593423152454375 -0.025883131479731189
leaf_weight=0.0015197108791561746 0.0017361505679593355 0.0011853362839738622 0.0010126868458813375 0.0010470580535505336 0.0017389122291086793 0.0010374183950755329
leaf_count=220 279 414 1162 205 600 241
internal_value=0 -0.00211773 0.00119344 -0.00367229 0.00498747 -0.0154404
internal_weight=0 0.00754112 0.00635579 0.00483608 0.00278597 0.00205011
internal_count=3121 2842 2428 2208 805 1403
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=8
num_cat=0
split_feature=1 12 4 2 151 52 4
split_gain=9.6465e-05 6.23525e-05 3.96417e-05 5.80199e-05 5.37755e-05 4.5613e-05 5.54558e-05
threshold=0.13686500000000004 0.098810000000000023 -0.0016099999999999997 0.089885000000000007 -0.0083949999999999979 -0.085984999999999992 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.00019737433874809557 0.00056523133319299297 -0.00038823404925954197 -0.00047404057632706047 -0.00030626159073257733 0.00026385197449275819 3.5974932891939396e-05 0.00060889887888075775
leaf_weight=0.0010020501633568567 0.0010222828682485896 0.0018816247749911773 0.0012526725538181257 0.0010539952684502224 0.0016043007058958473 0.00143994994877544 0.0011833489619269533
leaf_count=445 169 439 288 120 343 132 1185
internal_value=0 -6.89392e-05 1.07805e-05 -0.000126137 3.7806e-05 0.000158485 0.000294416
internal_weight=0 0.00941794 0.00753632 0.00391097 0.0026583 0.00362535 0.0026233
internal_count=3121 2952 2513 751 463 1762 1317
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=8
num_cat=0
split_feature=1 40 150 48 1 12 2
split_gain=0.000103079 5.42136e-05 6.82265e-05 6.11045e-05 9.06127e-05 7.01921e-05 0.000119918
threshold=0.13686500000000004 -0.013874999999999998 0.10571000000000001 0.10255000000000002 0.111945 0.090455000000000021 0.092480000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00031145078640005814 0.0005916462430535026 3.1477234444241114e-06 -0.00055888205799069289 -0.00049585747033601606 0.00047740605019877433 0.00021319729581800999 -0.0008272299085317601
leaf_weight=0.0012811307221320184 0.0010230030523999444 0.0019191206537937555 0.0011781703315874815 0.0010064691092680584 0.0013313251938660061 0.001710872025688931 0.0010261690134531548
leaf_count=262 169 1084 149 162 172 889 234
internal_value=0 -6.35776e-05 -0.00012237 -4.88373e-05 2.63047e-05 -0.000102678 -0.000286164
internal_weight=0 0.00945326 0.00817213 0.00699396 0.00598749 0.00465616 0.00294529
internal_count=3121 2952 2690 2541 2379 2207 1318
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 52
split_gain=1.76013e-05 2.74438e-05 4.54156e-05 5.35191e-05 4.29088e-05 7.7587e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 -0.028889999999999996 0.089325000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011148768120106756 0.0075534473483074016 0.011484272205720951 -0.020733968203839437 0.016649772125316847 0.00055806798958381862 -0.03494028243259744
leaf_weight=0.0012213731063905392 0.0014661173701690788 0.0013152805140951591 0.0013470474142704371 0.0013963476774486736 0.0015099761345782306 0.0010396179342569557
leaf_count=199 693 259 191 352 1022 405
internal_value=0 -0.00173182 -0.00430359 -0.000214108 -0.00607803 -0.0139167
internal_weight=0 0.00807439 0.00675911 0.00541206 0.00401571 0.00254959
internal_count=3121 2922 2663 2472 2120 1427
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=8
num_cat=0
split_feature=1 150 0 47 2 1 1
split_gain=7.38281e-05 6.04006e-05 4.25551e-05 8.34247e-05 7.07484e-05 6.55515e-05 5.16573e-05
threshold=0.13686500000000004 0.10605000000000002 -0.060129999999999996 0.092530000000000015 0.10097500000000002 0.090540000000000023 0.11039500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.00028287018626736162 0.00051128611093787001 -0.0004659129413486302 0.00042853963418693422 -0.00056191617290176894 -0.00018837853971255447 0.0005588928957676357 -3.0635616975086249e-05
leaf_weight=0.0014620442341768984 0.0010074941347535263 0.0011606634048142708 0.0018900181793604714 0.0011506798141404551 0.0011492922986864596 0.0010852565837032695 0.0012070297387138241
leaf_count=1616 169 166 212 255 252 312 139
internal_value=0 -4.80959e-05 1.2947e-05 -0.000100018 0.000195257 4.15508e-05 0.00024847
internal_weight=0 0.00910498 0.00794432 0.00490501 0.00303931 0.00375433 0.00229229
internal_count=3121 2952 2786 2322 464 2067 451
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=9
num_cat=0
split_feature=1 15 12 4 16 2 2 1
split_gain=0.000137664 0.000112914 0.000121172 5.95857e-05 8.79792e-05 0.000154349 0.000105001 5.12177e-05
threshold=0.13686500000000004 -0.11713499999999999 0.089735000000000023 -0.49405499999999997 -0.013324999999999998 0.097070000000000004 0.092875000000000013 0.096125000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 -5
right_child=-2 3 -4 4 5 -7 -8 -9
leaf_value=-6.6318868554691396e-05 0.00065342086998971692 -0.00041898041266836574 -0.00097646686518946689 0.00041167902128469419 -6.2671746258721617e-05 0.00088785086616366307 -0.00044904971455339337 -0.00016209080486521673
leaf_weight=0.0012648701409690602 0.0010687664660357062 0.0010153666668359989 0.001012635344930415 0.0014569324275008448 0.0014420420532018261 0.0012061968958345128 0.00177441582954005 0.0010147435965934927
leaf_count=281 169 154 92 973 593 307 435 117
internal_value=0 -8.629e-05 -0.000470993 2.44808e-05 8.97918e-05 0.000370264 -8.51355e-05 0.000176119
internal_weight=0 0.0101872 0.00227751 0.0079097 0.00689433 0.00264824 0.00424609 0.00247168
internal_count=3121 2952 373 2579 2425 900 1525 1090
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 1 3 3
split_gain=0.000104873 6.33254e-05 6.39937e-05 6.29662e-05 8.75652e-05 8.15456e-05 5.89593e-05 2.77432e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.15891500000000003 0.086260000000000017 0.094715000000000008 -0.03694999999999999 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 7 -1 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00069333866858979187 0.00058289393281335078 0.00045250217789295929 -0.000235204383096 -0.00047388548056911809 -0.00041386663782347105 0.00052900688083935604 -4.4035403738893989e-05 0.00019073377803229772
leaf_weight=0.0010633893073695192 0.0010540446110546978 0.0011043395264948635 0.0013465932165444611 0.0011509984117911189 0.0012740624143711479 0.0015429236094027044 0.0010875691535640955 0.0010435416707444006
leaf_count=204 169 158 1432 413 240 251 169 85
internal_value=0 -6.86194e-05 1.68194e-05 -5.88542e-05 3.28856e-05 0.000177605 -0.000365037 -4.92382e-05
internal_weight=0 0.00961342 0.00746246 0.00635812 0.00520712 0.00393306 0.00215096 0.00239013
internal_count=3121 2952 2579 2421 2008 1768 373 1517
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=5.95932e-05 6.0266e-05 6.81201e-05 6.40631e-05 0.000106476 9.54243e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036665770770655221 -0.00045616490890207123 -0.00047639728266614471 0.00034238721883766916 -0.00048629496030906221 -0.00015341262087011326 0.00057908940294051068
leaf_weight=0.0017979774083985113 0.0010149777991098246 0.0011314183765100284 0.00194500337665996 0.0016135947891965084 0.0016798791788438876 0.0011530978779322222
leaf_count=625 609 269 396 908 167 147
internal_value=0 4.41511e-05 -3.29272e-05 4.55746e-05 -8.42561e-05 0.000144735
internal_weight=0 0.00932097 0.00752299 0.00639158 0.00444657 0.00283298
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=7
num_cat=0
split_feature=133 160 13 3 13 4
split_gain=1.61117e-05 0.000101462 6.03891e-05 4.43677e-05 6.80349e-05 4.13486e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 -0.084034999999999985 -0.13309499999999996 0.11596500000000001 0.0067750000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.011765827470331548 -0.023375675647032353 0.018849419870911516 -0.020306295388839438 -0.021178207134320601 0.024512141660872937 0.0046290280040021383
leaf_weight=0.0010272903641950484 0.0016910096480153474 0.0019504073525386228 0.0010402751958956255 0.0010286860986867782 0.0010553020303164448 0.0015658919021698701
leaf_count=649 830 366 157 743 116 260
internal_value=0 -0.00150728 0.00406147 -0.00208812 0.00310436 -0.0056029
internal_weight=0 0.00833157 0.00664056 0.00469016 0.00364988 0.00259458
internal_count=3121 2472 1642 1276 1119 1003
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=7
num_cat=0
split_feature=157 51 52 12 15 13
split_gain=1.82178e-05 4.36079e-05 5.17821e-05 6.75458e-05 9.94785e-05 6.31701e-05
threshold=-0.06266999999999999 -0.031924999999999995 0.10744000000000002 0.10016000000000001 -0.095869999999999983 -0.010094999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.012352209618119883 -0.020882897155921069 -0.017344263054776928 0.019161796140470637 -0.024711626238427858 0.031495112409086951 0.0020345537038144886
leaf_weight=0.0010515542714748432 0.0010292119243887439 0.001671460271001424 0.0013037840033760986 0.0011413490862999748 0.0011513389979472045 0.0019786554615998891
leaf_count=460 378 357 464 223 764 475
internal_value=0 -0.00162132 0.00111435 -0.00284506 0.00235283 0.0128713
internal_weight=0 0.0082758 0.00724659 0.0059428 0.00480145 0.00312999
internal_count=3121 2661 2283 1819 1596 1239
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=7
num_cat=0
split_feature=2 1 2 12 3 1
split_gain=1.90054e-05 2.78423e-05 5.39235e-05 3.2898e-05 8.23114e-05 5.94878e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.082850000000000021 0.09334000000000002 -0.015584999999999998 0.10587000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.011581080761950004 -0.024483295140674346 0.011413165409651331 0.019363673738576143 -0.015307056613361077 -0.021802941985817347 0.0088493386629783146
leaf_weight=0.0012220702298635826 0.0011166350499322089 0.0013316283747451746 0.0018857416839528464 0.0011751058904405799 0.0014225711838726418 0.0011409428759151642
leaf_count=199 574 208 1195 555 261 129
internal_value=0 -0.00180028 -0.00441049 -0.000425323 0.00350513 -0.00816054
internal_weight=0 0.00807263 0.006741 0.00562436 0.00444926 0.00256351
internal_count=3121 2922 2714 2140 1585 390
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=9
num_cat=0
split_feature=1 150 52 151 159 13 15 0
split_gain=5.48743e-05 6.275e-05 5.97182e-05 7.56721e-05 4.39709e-05 5.54409e-05 0.000132044 0.000115591
threshold=0.13686500000000004 0.10605000000000002 0.11434500000000002 -0.0096649999999999982 0.082585000000000006 0.0076650000000000008 -0.10203999999999998 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00034521158107308976 0.00042427238951939515 -0.00046294670375600502 -0.0003960309739108238 -0.00019134850502180282 -0.00017661226097386303 -7.6146581298737077e-05 0.0011528492453873915 0.00027283577756167734
leaf_weight=0.0013256064729804213 0.0010397293298457988 0.0012329168608926399 0.0011906541880165426 0.0010393056571949186 0.0011177010631127143 0.0013772670329790558 0.0010007253784084765 0.0013453336874031372
leaf_count=394 169 166 448 156 312 287 102 1087
internal_value=0 -4.98809e-05 1.07718e-05 7.79888e-05 0.000173391 0.00025553 0.000390466 0.000648211
internal_weight=0 0.00962951 0.00839659 0.00720594 0.00588033 0.00476263 0.00338536 0.00234606
internal_count=3121 2952 2786 2338 1944 1632 1345 1189
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=7
num_cat=0
split_feature=2 4 16 52 0 49
split_gain=1.55557e-05 2.57352e-05 4.2976e-05 5.91717e-05 0.000110226 6.01828e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.27167499999999994 0.10744000000000002 -0.053834999999999994 -0.0020949999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010469112209268295 -0.022168028685730892 0.011634610741440225 -0.0092851738466260322 0.020394506730979606 -0.025603547596774141 0.019496105979776406
leaf_weight=0.0012231406144705614 0.0010972895676432436 0.0012377679623044643 0.0013407189118109907 0.0010905704590378016 0.0017171178941465387 0.0015859410227034828
leaf_count=199 179 236 379 424 305 1399
internal_value=0 -0.00163278 -0.00403659 -0.000567074 -0.00548981 0.00631124
internal_weight=0 0.00806941 0.00683164 0.00573435 0.00464378 0.00292666
internal_count=3121 2922 2686 2507 2083 1778
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=8
num_cat=0
split_feature=49 51 3 1 2 3 15
split_gain=1.66432e-05 3.45207e-05 4.54085e-05 7.55797e-05 0.000105537 9.84502e-05 3.28194e-05
threshold=-0.043469999999999995 -0.090529999999999985 -0.13309499999999996 0.11323000000000001 0.10613000000000002 -1.0000000180025095e-35 -0.040804999999999994
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.019896951796019833 0.01419204504606286 -0.020185096446316102 -0.015155283788519578 0.021299746078207581 -0.034223604229859601 0.026424482593288723 -0.0049720407372955654
leaf_weight=0.0010850999360321099 0.0010722246172746308 0.0015276558926647591 0.0012325028241948143 0.0011977100228014528 0.0010504943837545957 0.0010584971151511879 0.0010385471765466231
leaf_count=226 377 212 1564 252 201 90 199
internal_value=0 -0.0023488 -0.00527214 -0.000253233 -0.00797858 0.00405557 0.00773503
internal_weight=0 0.00713908 0.00606686 0.0045392 0.00334149 0.002291 0.00212365
internal_count=3121 2696 2319 2107 1855 1654 425
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.88394e-05 5.53544e-05 7.00275e-05 6.36052e-05 6.03334e-05 7.473e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00046762891685972794 -0.00048731503699193549 -0.00033545666236818952 -0.0002706039694554834 0.00049168595335355371 0.00043278685096475694 -0.00019334922169148838
leaf_weight=0.0010829152537720601 0.0010130869376996201 0.0018873900169917223 0.0014193113683797593 0.0017578748178446934 0.0011626994428062111 0.0019823103986602235
leaf_count=218 609 330 400 239 111 1214
internal_value=0 5.09485e-05 -4.01526e-06 9.49312e-05 0.000200748 3.81312e-05
internal_weight=0 0.0092925 0.00820959 0.0063222 0.00490288 0.00314501
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=7
num_cat=0
split_feature=0 43 49 51 16 150
split_gain=1.79725e-05 4.59396e-05 4.53258e-05 4.61254e-05 3.46007e-05 1.52559e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 0.099310000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.019457613203054534 0.0085097524750807948 -0.018948254369384146 0.025371812535613953 0.010636546803760985 -0.011828932379541472 -0.0020313150303695108
leaf_weight=0.0012870586912742668 0.0019435652186996517 0.0010488923814383298 0.0010783004368090866 0.0016035854452877325 0.0011975570407642287 0.0010840117775924841
leaf_count=295 252 350 404 758 902 160
internal_value=0 -0.00231122 0.0013593 0.00779731 0.001032 -0.0103505
internal_weight=0 0.00729941 0.00601235 0.00387944 0.00280114 0.0021329
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=9
num_cat=0
split_feature=48 16 15 1 12 52 3 15
split_gain=7.61156e-05 6.40593e-05 8.66149e-05 5.87173e-05 7.53513e-05 4.76263e-05 7.20617e-05 2.18384e-05
threshold=-0.032929999999999994 -0.27167499999999994 -0.13843999999999998 0.12500000000000003 0.09857500000000001 0.091275000000000009 -0.012304999999999998 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8
right_child=1 3 -4 -5 -6 -7 7 -9
leaf_value=0.00048609040477868643 4.0482697219218838e-05 -0.00040494269576994669 -0.00074652748127579111 0.00041497666372763758 -0.00054665162002779473 0.00038867245489252632 -3.0851483853870808e-05 0.00036409340533436933
leaf_weight=0.0010704919085009054 0.0010503323615481328 0.0014498137471179889 0.0011014419867121641 0.001221934967814464 0.0010030922196437204 0.0011678338222181244 0.0011114065630027509 0.0010438288298738889
leaf_count=180 194 1361 159 138 381 432 89 187
internal_value=0 -6.64971e-05 -0.000362369 2.448e-05 -5.81315e-05 4.45383e-05 -6.69419e-05 0.000160429
internal_weight=0 0.00914968 0.00215177 0.00699791 0.00577598 0.00477288 0.00360505 0.00215524
internal_count=3121 2941 353 2588 2450 2069 1637 276
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=9
num_cat=0
split_feature=48 376 50 16 4 2 15 16
split_gain=7.45942e-05 9.02958e-05 9.32659e-05 0.000114155 9.50152e-05 0.000121155 7.41787e-05 0.000112236
threshold=-0.032929999999999994 1.0000000180025095e-35 0.086580000000000004 -0.094359999999999986 0.0061450000000000003 0.097220000000000015 -0.15026499999999995 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.00046107968925716272 9.120597613591478e-05 0.00049526696718354751 -0.00067660374835571075 -0.0004428329773258414 0.00049427920689134837 0.00039132235795530992 -0.00095927480982647224 -8.3404975563868962e-05
leaf_weight=0.0011646629420644138 0.0010911886915052787 0.00100044026334497 0.0010442279324192763 0.0015523982314705198 0.0018305910628815532 0.0011769672157304861 0.0011522995528064042 0.0010989096727946467
leaf_count=180 178 156 553 1092 281 343 169 169
internal_value=0 -6.33962e-05 -0.000125868 -5.3093e-05 0.000148673 -8.31254e-05 -0.000328358 -0.000531726
internal_weight=0 0.00994702 0.00894658 0.00790235 0.00455996 0.00272937 0.0033424 0.00225121
internal_count=3121 2941 2785 2232 1716 1435 516 338
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=8
num_cat=0
split_feature=49 15 51 52 15 0 4
split_gain=1.74055e-05 2.81828e-05 2.45322e-05 4.13927e-05 6.2212e-05 3.90502e-05 2.25462e-05
threshold=-0.043469999999999995 -0.040804999999999994 -0.090529999999999985 0.070205000000000017 -0.10091499999999999 -0.11756999999999999 -0.39518999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -5
right_child=2 -3 3 6 -6 -7 -8
leaf_value=0.019114427009537489 0.011525276440607697 -0.0038730566869770774 -0.013777491291068467 0.016623827793384973 -0.026333286503975831 0.013366909578490014 -0.0031344961129325176
leaf_weight=0.0010908446577186143 0.0010724239559884033 0.0010435503623544373 0.0010603082505542814 0.0010275588315258009 0.0015993536310270188 0.0010596252666401284 0.0013186690083913711
leaf_count=226 377 199 129 41 984 226 939
internal_value=0 0.00787537 -0.00241696 -0.00488204 -0.0114432 -0.000209663 0.0055189
internal_weight=0 0.0021344 0.00713794 0.00606551 0.00371929 0.00211993 0.00234623
internal_count=3121 425 2696 2319 1339 355 980
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=7
num_cat=0
split_feature=52 13 3 150 2 4
split_gain=1.54454e-05 3.72615e-05 4.55903e-05 6.77446e-05 4.96882e-05 6.45404e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 0.096540000000000015 -0.0082299999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.017904527714264328 -0.010152294857660215 -0.017092454156864331 -0.018618831553199183 -0.017571610437660031 0.023596143870002778 0.013793655442547787
leaf_weight=0.0011925812206211124 0.0012992746976994924 0.0011653715130972649 0.0012371292202350698 0.0012772125162237207 0.0014654367973767927 0.0016129725874824007
leaf_count=148 501 1145 136 230 529 432
internal_value=0 0.00160796 -0.00126784 0.00262013 0.00869705 0.000838531
internal_weight=0 0.0079507 0.00675812 0.00552099 0.00424378 0.00277834
internal_count=3121 2620 2472 2336 2106 1577
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=7
num_cat=0
split_feature=49 3 4 15 12 3
split_gain=1.70204e-05 2.86745e-05 5.15072e-05 8.38755e-05 7.44811e-05 2.44512e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 0.084100000000000022 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.018676797397290595 -0.013982164933209416 -0.022248010819232625 0.017488797032705318 0.022351219125155905 -0.013069267564477431 -0.0028071893906942897
leaf_weight=0.0010488717738617488 0.0016399781058123453 0.0016227914570229669 0.001418867202891771 0.0013815130219204026 0.0010409896035316561 0.0010703443750040269
leaf_count=294 267 836 286 253 1054 131
internal_value=0 -0.00238544 0.00109512 -0.00465488 0.00713045 0.00782596
internal_weight=0 0.00710414 0.00546416 0.00404529 0.0024225 0.00211922
internal_count=3121 2696 2429 2143 1307 425
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=8
num_cat=0
split_feature=48 12 16 3 1 4 3
split_gain=9.09046e-05 7.67197e-05 5.9432e-05 5.92562e-05 0.000123315 6.87503e-05 5.5331e-05
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.097915000000000016 0.099195000000000019 -0.070499999999999993 0.13524500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00053075669115747008 0.00025954253101778858 -0.00063197250290553543 -1.3782784246881655e-05 -0.00048668375302405475 0.00076534813291423366 -0.00029240835988261695 0.00012197865711278627
leaf_weight=0.0010914110765024342 0.0017997654751299888 0.0013898320583990039 0.0010493421312076352 0.0012875904190728094 0.0010320641099875972 0.0016752113334193275 0.0010364205191885209
leaf_count=180 783 510 289 94 303 811 151
internal_value=0 -6.75138e-05 -0.000366025 3.9076e-05 0.000170213 -6.54108e-06 -0.000215243
internal_weight=0 0.00927023 0.00243917 0.00683105 0.00450704 0.00347498 0.00232401
internal_count=3121 2941 799 2142 1897 1594 245
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=6
num_cat=0
split_feature=147 52 0 47 0
split_gain=1.50995e-05 3.96314e-05 5.3385e-05 4.88488e-05 5.81159e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.011165737032121356 0.010337009094073793 -0.018481206400807425 0.015091452595081142 -0.017762229414963061 0.016331926114837272
leaf_weight=0.0014715866978061564 0.0012173801290450434 0.0011868212423540659 0.0019919556765012631 0.0017403427385159487 0.001608962373597972
leaf_count=154 183 496 279 332 1677
internal_value=0 -0.0016174 0.00132034 -0.00436979 0.00319622
internal_weight=0 0.00799967 0.00681285 0.00482089 0.00308055
internal_count=3121 2938 2442 2163 1831
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=8
num_cat=0
split_feature=50 15 160 12 15 4 13
split_gain=5.41635e-05 6.63922e-05 4.63523e-05 0.000112135 4.45217e-05 7.70447e-05 7.75734e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 -0.095869999999999983 0.0061450000000000003 -0.076599999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00050599207295503083 -0.00043493860446532247 0.00031019596475273905 -0.00066784103852768361 -0.00027719627206502964 0.00031347144454922643 0.0004451973040837825 -0.0003937756693599697
leaf_weight=0.0010641296851698337 0.0010002160237349124 0.0013901449664368128 0.0010608217858218763 0.0013822281090470527 0.001031453282117041 0.0017318270796973438 0.0014131533759339154
leaf_count=218 609 532 191 205 357 252 757
internal_value=0 4.58377e-05 -1.52967e-05 -8.36528e-05 2.78344e-05 0.000128787 -9.53668e-05
internal_weight=0 0.00907376 0.00800963 0.00661948 0.00555866 0.00417643 0.00244461
internal_count=3121 2512 2294 1762 1571 1366 1114
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=7
num_cat=0
split_feature=1 4 4 47 150 0
split_gain=1.60392e-05 4.95314e-05 2.2553e-05 4.56726e-05 6.62471e-05 3.35212e-05
threshold=0.077565000000000009 -0.17966999999999997 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.0052386035929067728 -0.010259126793328549 -0.023158378425383069 0.0096887179079062982 -0.0070505488266161508 -0.0073322312776666863 0.033403074956854295
leaf_weight=0.0014428554337758354 0.0011451725830597809 0.0010695571322897821 0.0011946616532062609 0.001975790433659749 0.0011943908467561271 0.0011896264132600998
leaf_count=78 551 1558 125 267 121 421
internal_value=0 -0.00685025 0.00251886 0.00515332 0.0118911 0.0215209
internal_weight=0 0.00251241 0.00669964 0.00555447 0.00357868 0.00238429
internal_count=3121 1636 1485 934 667 546
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=8
num_cat=0
split_feature=1 12 0 0 3 1 0
split_gain=9.33444e-05 5.54108e-05 4.12679e-05 6.3149e-05 5.46513e-05 8.42713e-05 4.82818e-05
threshold=0.13686500000000004 0.098810000000000023 -0.061629999999999997 -0.11437499999999999 0.12178000000000001 0.10557500000000002 0.14486500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-7.5542003528028716e-05 0.0005669867471229629 -0.00036436257270784574 0.00048655724838402665 -0.00043343240070136698 -0.00034057457323352587 0.00063672181362981221 -7.7712999582487655e-05
leaf_weight=0.0016855861564103562 0.001001368849564776 0.0018746669299829705 0.0012721850036087443 0.0014447927065416159 0.0010068306028740842 0.001028217425433148 0.00107617532568749
leaf_count=262 169 439 300 1732 76 92 51
internal_value=0 -6.27862e-05 1.24562e-05 -8.55234e-05 4.95762e-05 0.000194324 0.000227971
internal_weight=0 0.00938845 0.00751379 0.00516543 0.00372063 0.0027138 0.00234836
internal_count=3121 2952 2513 2162 430 354 351
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=7
num_cat=0
split_feature=133 43 16 457 1 4
split_gain=1.66264e-05 3.77138e-05 4.75972e-05 3.0896e-05 4.8276e-05 5.38742e-05
threshold=0.088525000000000006 -0.074359999999999996 0.023255000000000001 0.045365000000000009 0.111945 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0012326518161423171 -0.012047481211085403 4.3414667072294011e-05 0.026031979828008756 0.012311786818913794 0.0056209791584513648 -0.028372052249793934
leaf_weight=0.0013714544659072273 0.0010237799030948505 0.0012367374566598748 0.0012010271738760109 0.0010533692189373042 0.0018756680243344282 0.0014489180280772831
leaf_count=628 713 844 236 141 252 307
internal_value=0 0.00146955 0.0114965 -0.00312451 -0.00668929 -0.0152868
internal_weight=0 0.00818717 0.00257248 0.00561469 0.00456132 0.00268566
internal_count=3121 2408 864 1544 1403 1151
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 52 4
split_gain=5.3763e-05 8.42269e-05 9.34333e-05 5.50089e-05 8.26586e-05 7.46686e-05 9.98182e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 -0.074319999999999983 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.0004135608579162748 -0.00054439678194201846 -0.00081812985052201036 -4.0969708965567412e-05 -5.8781559509777246e-05 0.00064480198768726343 0.00038796228458454863 -0.00031534887145096376
leaf_weight=0.0010613204195919533 0.0010035229024538701 0.0010174613663565262 0.0014316028446336375 0.0013085367061236798 0.0012602609445025591 0.0017171311862694441 0.0014153244418520796
leaf_count=180 317 162 637 218 242 1016 349
internal_value=0 -5.26359e-05 -0.00036384 6.10382e-05 0.000286399 -7.89302e-05 7.01881e-05
internal_weight=0 0.00915384 0.00244906 0.00670478 0.0025688 0.00413598 0.00313246
internal_count=3121 2941 799 2142 460 1682 1365
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=1 150 42 49 12 3 1 52
split_gain=6.74076e-05 5.74824e-05 5.00147e-05 4.83199e-05 5.6805e-05 4.94799e-05 9.43465e-05 8.60988e-05
threshold=0.13686500000000004 0.10605000000000002 -1.0000000180025095e-35 -0.026779999999999995 0.095330000000000012 0.11924500000000002 0.094465000000000007 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00038929509873531306 0.00048526249264583036 -0.00045273574726896769 0.00040534490738258685 -0.00037615243103639965 -0.00036530501512189046 -0.000263588196612246 0.00069239465244608992 0.00039611496711056452
leaf_weight=0.0010522471947938235 0.001004431354465 0.0011854454293323295 0.0013318965036297585 0.0011814699490919319 0.0013245844107504547 0.0010946460425093098 0.001081828562747543 0.0010468124929535645
leaf_count=835 169 166 259 656 348 77 248 363
internal_value=0 -4.94214e-05 9.50606e-06 6.89344e-05 -9.27078e-06 9.77947e-05 0.000217303 -1.33532e-05
internal_weight=0 0.00929893 0.00811349 0.00706124 0.00572934 0.00440476 0.00331011 0.00222828
internal_count=3121 2952 2786 1951 1692 1344 1267 1019
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=9
num_cat=0
split_feature=50 15 16 48 160 52 3 3
split_gain=6.02857e-05 6.02636e-05 3.59693e-05 7.67267e-05 7.46477e-05 5.42681e-05 4.24528e-05 6.82294e-06
threshold=0.086580000000000004 -0.24436499999999997 -0.094359999999999986 0.085845000000000019 -0.027994999999999996 -0.080114999999999978 -0.0087149999999999988 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -6 -7 -3
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.00048070011102768718 -0.00045917480972751569 0.00016056185130603962 0.00051315157300836753 -0.00060381520528647234 -0.00037664769926104319 -0.00014935565874232455 0.00037094350558340255 -6.408896968926782e-05
leaf_weight=0.001088090379114723 0.0010014083089698632 0.001001880143797015 0.001225324488558326 0.0010611158249219494 0.0012546050404563785 0.0011397818811490134 0.0012800233943744779 0.0010801607889190966
leaf_count=219 579 204 463 114 571 746 72 153
internal_value=0 4.7616e-05 -1.09742e-05 -0.000174691 9.40493e-05 -4.57109e-05 0.000125871 4.40132e-05
internal_weight=0 0.00913098 0.00804289 0.00314316 0.00489973 0.00367441 0.00241981 0.00208204
internal_count=3121 2542 2323 471 1852 1389 818 357
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=7
num_cat=0
split_feature=42 51 12 12 1 16
split_gain=1.50466e-05 2.63077e-05 5.47523e-05 5.16776e-05 6.89919e-05 6.89774e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.10016000000000001 0.090455000000000021 0.094385000000000011 -0.16927999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0098886327461745593 -0.013159632572268501 -0.011252284787538976 -0.014644192699385192 0.026202121846628536 -0.0023316861872147124 0.031324028384400432
leaf_weight=0.0013263589101157611 0.0010452886543163304 0.0019000760066950357 0.0012961191331410235 0.0012370976195731319 0.0012420881631290672 0.0011946771960970933
leaf_count=862 422 781 201 386 216 253
internal_value=0 0.00162016 0.00386892 0.00817381 0.00303118 0.0141688
internal_weight=0 0.00791535 0.00687006 0.00557394 0.00433684 0.00243677
internal_count=3121 2259 1837 1636 1250 469
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=6.87383e-05 7.09149e-05 8.91968e-05 5.65059e-05 7.47098e-05 3.44849e-05 6.70483e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00047355865995710107 -0.00036550309970146875 -0.00066509251058066178 7.3514403358669342e-05 -4.6452095942841706e-05 0.00063022545407686367 0.00038276254913435022 -0.00023605111267979627
leaf_weight=0.0010519403131977649 0.0012303843000086748 0.0014011264003025814 0.0011401249102647114 0.0012884850896032537 0.0012224437123053336 0.0011791131560846089 0.0015688639432402676
leaf_count=180 962 579 316 214 232 427 211
internal_value=0 -5.60566e-05 -0.000333719 5.26778e-05 0.000282988 -9.26816e-05 2.9472e-05
internal_weight=0 0.00903054 0.00254125 0.00648929 0.00251093 0.00397836 0.00274798
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.45766e-05 6.51477e-05 8.72575e-05 5.74697e-05 0.000105604 9.06638e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00039300031605083206 -0.00051099356803432114 -0.00053587940660112675 0.00034543065566244109 -0.00047112273065500935 -0.00012822269533399057 0.00058758080011815585
leaf_weight=0.0017205793866850302 0.0010148252826043631 0.0011157766869210276 0.0018863225945120674 0.0015712046143623063 0.0016705030135287552 0.0011477103284474404
leaf_count=625 609 269 396 908 167 147
internal_value=0 4.93636e-05 -3.06273e-05 5.92025e-05 -6.38021e-05 0.000163286
internal_weight=0 0.0091121 0.00739152 0.00627574 0.00438942 0.00281821
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 13 1
split_gain=6.41375e-05 7.00493e-05 0.000111231 5.77818e-05 8.00674e-05 3.73507e-05 5.25166e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00045669879442473358 -0.00037826883480650991 -0.00069450376069002211 0.00012137897804387011 -5.2622099541179056e-05 0.00064359341630228206 0.00034410893380542018 -0.00020148144216947147
leaf_weight=0.0010551819757754167 0.0012226003191028222 0.0014241732001005359 0.0011703908633515945 0.0013081413353358579 0.0012343193822724446 0.0011905119244339424 0.0015765530413617993
leaf_count=180 962 579 316 214 232 427 211
internal_value=0 -5.38993e-05 -0.000326464 5.43637e-05 0.000285378 -9.28529e-05 3.32553e-05
internal_weight=0 0.00912669 0.00259456 0.00653213 0.00254246 0.00398967 0.00276706
internal_count=3121 2941 895 2046 446 1600 638
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=8
num_cat=0
split_feature=1 150 52 0 0 3 4
split_gain=8.21904e-05 6.27427e-05 4.17484e-05 7.15103e-05 7.92983e-05 8.87438e-05 5.69992e-05
threshold=0.13686500000000004 0.10605000000000002 0.11434500000000002 -0.062294999999999996 -0.10607499999999999 0.097915000000000016 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.00032242503577674939 0.00051940204583881796 -0.00047373542299286402 -0.00033753434210798556 -2.2669339107481257e-05 -0.00051755635026595086 -0.00035414440319314427 0.00055767067166335473
leaf_weight=0.0019973540498096805 0.0010544171595734545 0.0012149294697422737 0.0011825582811142597 0.0011226601471623918 0.0012220575314259002 0.0011891312247491598 0.0015476823952234962
leaf_count=278 169 166 448 177 1559 92 232
internal_value=0 -5.7688e-05 3.49603e-06 6.04666e-05 -9.2913e-05 6.99431e-05 0.000313685
internal_weight=0 0.00947637 0.00826144 0.00707889 0.00440854 0.00318649 0.00267034
internal_count=3121 2952 2786 2338 1929 370 409
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=9
num_cat=0
split_feature=50 484 52 457 43 43 52 16
split_gain=8.85847e-05 6.14354e-05 3.25746e-05 4.96438e-05 8.46105e-05 7.35721e-05 0.000141545 7.00851e-05
threshold=0.086580000000000004 0.084040000000000017 -0.088614999999999985 0.045365000000000009 0.066275000000000014 -0.14968999999999996 0.008405000000000001 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00027848059564614672 -0.00055064773292517956 0.0005131484165034519 0.00029097555964158244 0.00043558664090304148 0.00044689601256536911 -0.00032732404381820079 -0.00083773370238652916 0.00034145684459020709
leaf_weight=0.0013327251326166823 0.0010196261200398774 0.0010161728904375536 0.0011804342598445415 0.0011142507506957354 0.0012129081061553375 0.001243598806010892 0.0011563791715708794 0.001168518786916822
leaf_count=520 579 322 139 159 206 87 671 438
internal_value=0 5.77597e-05 2.72775e-06 5.56911e-05 -1.53103e-05 -0.000133361 -0.000273728 -3.3419e-06
internal_weight=0 0.00942499 0.00840882 0.00707609 0.00596184 0.00474893 0.0035685 0.00241212
internal_count=3121 2542 2220 1700 1541 1335 1196 525
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 13 1
split_gain=7.16912e-05 7.92206e-05 7.85029e-05 5.19996e-05 7.63214e-05 4.75952e-05 7.22834e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00047682842263451695 -0.00040453410065909088 -0.00066616895507171819 4.9895302165035793e-05 -6.1810915496738456e-05 0.00061599389084277987 0.00039717244060444762 -0.00022801501343391983
leaf_weight=0.001066666232515793 0.0012584082435707546 0.0013988585030739284 0.0010162639562143955 0.0013075641531698917 0.0012485945841572185 0.0012905174057512927 0.0015833810012690697
leaf_count=180 1018 479 320 218 242 448 216
internal_value=0 -6.04608e-05 -0.000364855 4.94522e-05 0.000269273 -8.65245e-05 5.2724e-05
internal_weight=0 0.00910359 0.00241512 0.00668847 0.00255616 0.00413231 0.0028739
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.37596e-05 6.80282e-05 6.80732e-05 5.71363e-05 0.000107181 9.5229e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00039800611912339746 -0.00050557381821112943 -0.00046428728309555998 0.00033077084082300148 -0.00047381492492287871 -0.00014257055275737924 0.00058314704927279722
leaf_weight=0.001764972855525012 0.0010137830605123502 0.0011702680626941887 0.0019429624335960682 0.0016261081286467675 0.0016882668942624474 0.0011818021696398352
leaf_count=626 579 276 405 921 167 147
internal_value=0 5.11818e-05 -2.92628e-05 4.97999e-05 -7.1618e-05 0.000156257
internal_weight=0 0.00937438 0.00760941 0.00643914 0.00449618 0.00287007
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=8
num_cat=0
split_feature=484 160 42 16 4 1 1
split_gain=1.63671e-05 3.0731e-05 5.66213e-05 5.0394e-05 9.93329e-05 7.84075e-05 0.000133635
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.080924999999999983 0.094385000000000011 0.11039500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.016463131318179374 0.012024867239409424 -0.020541882753831814 0.036005491604820382 -0.014238875702770395 -0.020077233921624492 0.038956634561411692 -0.0065686312112647931
leaf_weight=0.001177188211577908 0.0010039595817035825 0.0010447383475720336 0.0010697143826465115 0.0011473848785872034 0.0011680371837973587 0.0010457383830843152 0.0016816810972385449
leaf_count=632 368 713 203 289 509 171 236
internal_value=0 -0.00149041 0.000972208 0.00464933 0.00901414 0.00160216 0.0108865
internal_weight=0 0.00833448 0.00715729 0.00611256 0.00496517 0.00389546 0.00272742
internal_count=3121 2753 2121 1408 1119 916 407
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=8
num_cat=0
split_feature=15 42 2 16 15 2 16
split_gain=1.48441e-05 4.51001e-05 4.88748e-05 4.47673e-05 4.39114e-05 2.51636e-05 1.41604e-05
threshold=0.079055000000000014 0.075730000000000006 0.10613000000000002 -0.074319999999999983 -0.033689999999999991 0.091545000000000015 -0.095564999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -3 -1
right_child=-2 5 3 -5 -6 -7 -8
leaf_value=0.011207141929663362 -0.010955247054346353 -0.021423783326360961 -0.021210104200357412 0.0070395051663912052 0.024237696170135395 0.00040096259618160526 -0.0054424665602890721
leaf_weight=0.0010031249877459169 0.0010967460490231258 0.001119706545714264 0.001030734970006371 0.0012308323299017989 0.0017720218681281804 0.0010002013234461445 0.0010408492081888676
leaf_count=168 1143 562 166 233 220 374 255
internal_value=0 0.00143242 0.00581311 -0.00583557 0.0127168 -0.0111266 0.00272869
internal_weight=0 0.00819747 0.00607756 0.00226157 0.003816 0.00211991 0.00204397
internal_count=3121 1978 1042 399 643 936 423
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=6
num_cat=0
split_feature=15 49 0 3 4
split_gain=1.72542e-05 3.77552e-05 4.98621e-05 2.75737e-05 4.54332e-05
threshold=-0.03241999999999999 -0.047584999999999995 -0.10836499999999999 0.10542000000000001 -0.076779999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.020487385585035937 -0.00030626888712389453 -0.012738865037880857 0.010231033364215452 0.007434653594475326 -0.025436900066951831
leaf_weight=0.0010880150767616191 0.0019042741688024291 0.0017950237970759909 0.0019957844651780406 0.0013324511085566048 0.0011561708798083592
leaf_count=235 982 255 894 95 660
internal_value=0 0.00406716 -0.000645675 -0.00457245 -0.00980009
internal_weight=0 0.00487882 0.00379081 0.0043929 0.00306045
internal_count=3121 1384 1149 1737 1642
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 16 49
split_gain=8.23057e-05 5.0084e-05 4.72753e-05 6.49073e-05 5.8475e-05 7.97306e-05 6.04231e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.084055000000000005 0.0039400000000000008 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0004280396268206734 -0.00053094188272814519 -0.00030397283263957915 0.00051275085518226319 -0.00033885358218392625 0.00016053844988964935 0.0004008836174006846 -0.0004342114169418962
leaf_weight=0.0011663521554649966 0.0010503089144652906 0.0016421221225408318 0.0013494610033891845 0.0012376430245897869 0.0012092658766863404 0.0015209887232914827 0.0014373551751819917
leaf_count=219 579 582 335 168 208 153 877
internal_value=0 4.73063e-05 -5.57899e-06 6.69628e-05 0.000157999 4.31319e-05 -0.000162465
internal_weight=0 0.00956319 0.00839684 0.00675471 0.00551707 0.00416761 0.00264662
internal_count=3121 2542 2323 1741 1573 1238 1085
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=8
num_cat=0
split_feature=50 160 52 15 2 47 16
split_gain=8.09116e-05 5.626e-05 4.97077e-05 5.18158e-05 9.62384e-05 7.7025e-05 6.43421e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.088614999999999985 -0.095869999999999983 0.10097500000000002 0.092165000000000011 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00036507623764301024 -0.00053213611654010418 -0.000370897349357157 -0.00048593546017978312 0.00076221118013195509 -0.00019494772577241515 0.00021115706436855062 0.00012582802183397818
leaf_weight=0.0017860074745382265 0.0010105958318015499 0.0012989962026949183 0.0013625621977848531 0.0011677398208917741 0.0015506820282838534 0.0011025157724364855 0.0012807838609091512
leaf_count=626 579 533 240 196 224 95 628
internal_value=0 5.12962e-05 -2.08915e-05 4.94421e-05 0.000187267 -0.000174158 0.000429329
internal_weight=0 0.00954929 0.00776328 0.00646428 0.00399921 0.00246508 0.00244852
internal_count=3121 2542 1916 1383 1048 335 824
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=8
num_cat=0
split_feature=157 51 43 16 151 13 2
split_gain=1.61474e-05 4.29506e-05 4.28136e-05 6.82776e-05 6.24359e-05 7.76296e-05 9.75496e-05
threshold=-0.072409999999999988 -0.031924999999999995 -0.14968999999999996 -0.056919999999999991 -0.0083949999999999979 -0.086589999999999986 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.011956327912539953 -0.020243708874499403 0.018911767354322446 -0.015239883843186705 -0.018670437340008849 -0.010363046568744021 0.00096932484878300713 0.043885036595011147
leaf_weight=0.0010019575689225553 0.0010638728489072644 0.0011564772333565133 0.0011522338766142949 0.0017616405893195516 0.0010446983143117174 0.0010344469437492867 0.0010853959645079469
leaf_count=423 398 215 161 657 404 548 315
internal_value=0 -0.00148301 0.00127571 -0.00207972 0.00469081 0.0119477 0.0229429
internal_weight=0 0.00829877 0.00723489 0.00607842 0.00431678 0.00316454 0.00211984
internal_count=3121 2698 2300 2085 1428 1267 863
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=8
num_cat=0
split_feature=50 15 12 151 13 2 12
split_gain=8.30153e-05 7.88697e-05 6.14994e-05 5.9155e-05 8.48383e-05 5.28094e-05 8.58066e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.029094999999999999 -0.077429999999999985 -0.084034999999999985 0.093175000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00054328468257413632 -0.0005266878485336423 -0.00039194236768514638 0.00046190584305087757 0.00032399820540784496 0.0003541467243574261 -0.00045267369076244134 -0.00037731427176270849
leaf_weight=0.0011329353849146148 0.0010365949608978848 0.0013462998680140344 0.0012007433843544829 0.0019278513349656468 0.0012897304814564177 0.0016012222977070363 0.0011813877949674995
leaf_count=219 579 225 283 466 96 527 726
internal_value=0 5.71533e-05 -7.28341e-06 6.46331e-05 -1.48681e-05 -0.000175288 4.45116e-06
internal_weight=0 0.00968017 0.00854724 0.00720094 0.00600019 0.00407234 0.00247112
internal_count=3121 2542 2323 2098 1815 1349 822
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=7
num_cat=0
split_feature=1 2 4 1 47 15
split_gain=1.57056e-05 3.88434e-05 3.07131e-05 3.88082e-05 3.46187e-05 4.38044e-05
threshold=0.077565000000000009 0.097220000000000015 -0.04890499999999999 0.096125000000000016 0.086785000000000015 -0.43375999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.020652836439640616 -0.012283496551475155 0.0043406892448307234 0.021355562867754488 -0.007569508117629623 -0.0097495242980397273 0.01879307923144357
leaf_weight=0.0011193162324078499 0.0011660204509378012 0.0013990148816184736 0.001216869811389183 0.001040552376348889 0.0017466753252361384 0.0015986201510491329
leaf_count=1214 551 422 246 164 199 325
internal_value=0 -0.00676812 0.00248221 0.0055552 0.00117133 0.00839904
internal_weight=0 0.00251833 0.00676874 0.00560272 0.00438585 0.00263917
internal_count=3121 1636 1485 934 688 489
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=8
num_cat=0
split_feature=376 133 43 52 4 4 0
split_gain=6.80986e-05 5.22452e-05 6.88232e-05 4.77586e-05 6.97774e-05 5.37088e-05 2.01191e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.087769999999999987 -0.0016099999999999997 0.24564500000000003 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00038458787733031228 0.00047746901974936963 -0.00045627478785323421 -0.00047947460911752175 0.00031203282627022044 -0.00046013042479624457 0.00019643666788232497 -0.00015916394922104829
leaf_weight=0.0014665714842210893 0.0010303083659536682 0.0010942079377002497 0.0010008631634927101 0.001737944167168254 0.0014457240587971154 0.0012091272104172808 0.0012380426933067011
leaf_count=230 166 1026 338 804 283 117 157
internal_value=0 -5.41294e-05 2.06995e-07 -8.47971e-05 -1.46445e-05 -0.000160486 1.65355e-05
internal_weight=0 0.00919248 0.00809827 0.0066317 0.00563084 0.00389289 0.00244717
internal_count=3121 2955 1929 1699 1361 557 274
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=9
num_cat=0
split_feature=1 150 0 47 2 12 1 4
split_gain=8.86233e-05 4.1789e-05 4.36038e-05 8.11607e-05 7.64699e-05 7.30252e-05 6.55282e-05 1.6746e-05
threshold=0.13686500000000004 0.10605000000000002 -0.060129999999999996 0.092530000000000015 0.090675000000000019 0.084100000000000022 0.094090000000000021 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -6
right_child=-2 -3 4 -5 7 -7 -8 -9
leaf_value=-0.00010710164978815771 0.00054878210002301888 -0.00040749153982264791 0.00061343010030367844 -0.00057680201457280136 -0.00022795630304254209 -0.00043841409704345322 0.00049571768614438416 0.00012336969117985236
leaf_weight=0.0014789075041284712 0.0010000240655880831 0.0011970566459941255 0.0010017566449833492 0.0011833988921068133 0.0010043722566344517 0.0010171230443561229 0.0013050963940869911 0.0010852212737903391
leaf_count=330 169 166 139 255 136 1538 199 189
internal_value=0 -6.55989e-05 -1.49215e-05 -0.000128386 0.00016803 1.1219e-05 0.00017549 -4.54967e-05
internal_weight=0 0.00927293 0.00807588 0.00498453 0.00309135 0.00380113 0.002784 0.00208959
internal_count=3121 2952 2786 2322 464 2067 529 325
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.44163e-05 6.02876e-05 7.14858e-05 6.27464e-05 0.000109055 9.55802e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00037745450775805944 -0.00050795635542541528 -0.00048626706800846786 0.00035243619124416636 -0.00049144603038348673 -0.00014796180442199435 0.00058755373465126711
leaf_weight=0.0017525882237530944 0.0010195518938168604 0.0011078476138458243 0.0018910184801155744 0.0015562446749752337 0.0016441379051993466 0.0011574853956218707
leaf_count=625 609 269 396 908 167 147
internal_value=0 5.06383e-05 -2.72188e-05 5.41646e-05 -7.5265e-05 0.000155915
internal_weight=0 0.00910932 0.00735673 0.00624889 0.00435787 0.00280162
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=8
num_cat=0
split_feature=50 15 15 52 15 2 1
split_gain=7.37967e-05 5.91828e-05 4.57493e-05 4.99845e-05 8.53874e-05 4.55842e-05 2.94612e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 -0.088204999999999992 -0.03241999999999999 0.10097500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047900715289714209 -0.00049337155087135812 -0.0002674536474410731 -0.00021916014938961364 0.00062685519210181661 0.00040752405892312672 -0.00025115315241931637 -4.5152926664984503e-05
leaf_weight=0.0011197899652572027 0.0010448742674246921 0.0019115205505142573 0.0016302901795675123 0.0012182837801124765 0.0012106081494314021 0.0013950685854319691 0.0010172020254477197
leaf_count=219 579 337 532 320 748 173 213
internal_value=0 5.56242e-05 -9.30916e-07 7.77939e-05 0.000177795 2.67871e-05 0.000200835
internal_weight=0 0.00950276 0.00838297 0.00647145 0.00484116 0.00362288 0.00222781
internal_count=3121 2542 2323 1986 1454 1134 961
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=8
num_cat=0
split_feature=133 160 3 15 4 16 3
split_gain=1.65132e-05 9.48475e-05 5.72617e-05 7.8697e-05 6.57642e-05 8.89691e-05 3.99197e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 -0.13309499999999996 -0.10324499999999999 -0.0016099999999999997 0.15273500000000004 0.096675000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.011908352669996583 -0.022750450944412255 -0.013904196276292574 0.032344529058071822 0.035760433522773118 -0.024396314082966081 -0.0058010136213170124 0.003612417724783463
leaf_weight=0.001030702131422573 0.0016779311941947858 0.0014241381424806481 0.0011098766021777886 0.0010271451231861322 0.001020063632219135 0.0010331125317521157 0.0010153976208958104
leaf_count=649 830 193 227 727 222 193 80
internal_value=0 -0.00151143 0.00386399 0.00872498 0.00232445 0.0149195 -0.0104241
internal_weight=0 0.00830766 0.00662973 0.0052056 0.00409572 0.00206026 0.00203546
internal_count=3121 2472 1642 1449 1222 920 302
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=7
num_cat=0
split_feature=157 0 16 151 2 12
split_gain=1.77915e-05 3.3707e-05 9.78199e-05 5.97855e-05 5.81388e-05 4.01576e-05
threshold=-0.072409999999999988 -0.019414999999999998 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019 0.098330000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.012514518525058383 -0.017499079995510425 0.017353039133149568 -0.025676726170155567 -0.0048850411342825873 0.023963942468773248 -0.0076865823856553861
leaf_weight=0.0010087337660034607 0.0010463229774370334 0.0016497224167726561 0.0017377424379853047 0.0013092386422307676 0.0014976576492302988 0.0010469622725652375
leaf_count=423 172 226 912 834 486 68
internal_value=0 -0.0015511 -0.00598021 0.00290261 0.0105077 0.00763164
internal_weight=0 0.00828765 0.00559096 0.00385322 0.0028069 0.00269668
internal_count=3121 2698 2404 1492 1320 294
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=8
num_cat=0
split_feature=1 3 457 51 0 16 0
split_gain=1.76518e-05 2.90983e-05 2.86471e-05 3.90542e-05 3.93312e-05 2.95796e-05 2.69167e-05
threshold=0.11588000000000001 0.10299500000000002 0.045365000000000009 1.0000000180025095e-35 -0.084044999999999995 0.15891500000000003 -0.14649999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00039515375026755878 0.016244936889820167 -0.0058156564425112843 0.01138868025334721 -0.023499533179685839 0.016263837348370957 -0.0054339613528110618 -0.023316535954351417
leaf_weight=0.0010072817761321122 0.0014602157511138833 0.001012483664240013 0.0011966080165793751 0.0010062957212888992 0.0014054840668128131 0.0011362089791345164 0.001042598651212704
leaf_count=140 260 155 256 391 808 298 813
internal_value=0 0.0072119 -0.00265555 -0.00565766 -0.00174741 0.00656431 -0.0120533
internal_weight=0 0.0024727 0.00679448 0.00559787 0.00459157 0.00254169 0.00204988
internal_count=3121 415 2706 2450 2059 1106 953
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=9
num_cat=0
split_feature=1 15 43 16 48 1 3 2
split_gain=7.44298e-05 9.75056e-05 6.71073e-05 5.92973e-05 8.6006e-05 9.31801e-05 5.91549e-05 4.10466e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.20207499999999998 0.15891500000000003 0.086260000000000017 1.0000000180025095e-35 -0.03694999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.00075524587045294126 0.00050215494007659252 0.00049267764459378727 -0.00024446135935939431 -0.0004231709774655421 -0.00037769388376344629 0.00011333031806057962 -0.00010148780510071771 0.00060925442112050104
leaf_weight=0.0010579725080077261 0.001014951570697256 0.0011162097373848242 0.0012076144807717255 0.0011901958153908744 0.0012839005040709865 0.0010667042493434341 0.0010706148956956592 0.0016103454204165876
leaf_count=204 169 158 1107 413 240 457 169 204
internal_value=0 -5.61818e-05 4.92495e-05 -2.85893e-05 6.22733e-05 0.000207685 -0.000426425 0.000411647
internal_weight=0 0.00960356 0.00747497 0.00635876 0.00516856 0.00388466 0.00212859 0.00267705
internal_count=3121 2952 2579 2421 2008 1768 373 661
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 0 16
split_gain=7.65609e-05 5.57236e-05 6.57615e-05 6.81026e-05 8.20218e-05 6.59544e-05 6.25244e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.084034999999999985 -0.11756999999999999 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6
right_child=-2 2 3 5 6 -7 -8
leaf_value=0.00037140713881476462 -0.00051070904265293417 -0.0004603503141890495 0.00028899614522619345 -6.679878502095836e-05 -6.8891111950547673e-06 0.00051427719150196614 -0.00067696452145016382
leaf_weight=0.001741063746015163 0.001019732701755669 0.0011020638751274483 0.0011330002546877027 0.0013029662048911024 0.0010076009856979924 0.0017727806217910417 0.0011423660058233129
leaf_count=625 609 269 293 128 460 224 513
internal_value=0 5.55456e-05 -1.81645e-05 5.84732e-05 -0.000137939 0.000268118 -0.000362928
internal_weight=0 0.00920184 0.00746078 0.00635871 0.00328297 0.00307575 0.00214997
internal_count=3121 2512 1887 1618 1266 352 973
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 15
split_gain=7.67302e-05 5.86749e-05 7.0479e-05 6.33519e-05 0.000126849 0.00010113
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036972775601467017 -0.00051559773081584991 -0.00047014673751214484 0.00034694190109540009 -0.00050532120668996048 -0.00020585766606339372 0.00052395326378308594
leaf_weight=0.0017784314691761125 0.0010268064184449305 0.0011631351158240232 0.0019771344846054697 0.0016628767605982447 0.0014063783291273625 0.0015178338863131855
leaf_count=626 579 276 405 921 127 187
internal_value=0 4.86141e-05 -2.52894e-05 5.35363e-05 -7.29279e-05 0.000172956
internal_weight=0 0.00950579 0.00772736 0.00656422 0.00458709 0.00292421
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=9
num_cat=0
split_feature=50 15 16 160 48 52 3 3
split_gain=7.38591e-05 7.11004e-05 4.29585e-05 8.98294e-05 8.37181e-05 5.90472e-05 4.33073e-05 8.63854e-06
threshold=0.086580000000000004 -0.24436499999999997 -0.094359999999999986 -0.027994999999999996 0.085845000000000019 -0.080114999999999978 -0.0087149999999999988 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -5 -7 -3
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.0005214243723946051 -0.00050964487201189419 0.000167233139760763 0.00054651165007450699 -0.00039691929516867875 -0.00063112499079835682 -0.00015150268403082168 0.00037216489976873328 -8.3383437959454656e-05
leaf_weight=0.0010839392636065115 0.0010069109153195291 0.0010207414069214548 0.0012897312279860291 0.0012707706475602728 0.0010912482100124575 0.0011521231024287366 0.0012836529594076958 0.0010971626379839921
leaf_count=219 579 204 463 571 114 746 72 153
internal_value=0 4.94474e-05 -1.29008e-05 0.000100803 -0.000189925 -5.42857e-05 0.00012447 3.74033e-05
internal_weight=0 0.00928937 0.00820543 0.00499628 0.00320915 0.00370655 0.00243578 0.0021179
internal_count=3121 2542 2323 1852 471 1389 818 357
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=8
num_cat=0
split_feature=48 150 1 48 13 47 1
split_gain=6.31244e-05 5.89446e-05 4.90336e-05 8.22235e-05 6.77059e-05 6.14053e-05 4.5178e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -0.084034999999999985 0.085770000000000027 0.081670000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.00044932261148752901 8.3353435664042277e-05 -0.00045326577697284842 0.00056436893673329151 0.0003481285104343891 -0.00021373498410758417 -4.4122913104389566e-05 -0.00074733962943238801
leaf_weight=0.0010598621890309202 0.0015878821782477908 0.0012419757402368494 0.0011538578813134611 0.001208682638503487 0.001479983432395329 0.0014251174125212835 0.0010377826855040625
leaf_count=180 525 229 245 391 918 141 492
internal_value=0 -5.61988e-05 6.27787e-06 -0.00010138 -0.000233713 0.000228122 -0.000433678
internal_weight=0 0.00913528 0.00789331 0.00531433 0.00410565 0.00257898 0.00251777
internal_count=3121 2941 2712 2326 1935 386 1410
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=8
num_cat=0
split_feature=151 1 12 2 151 16 43
split_gain=1.82572e-05 5.37777e-05 4.59086e-05 4.13552e-05 2.9532e-05 6.36183e-05 2.20756e-05
threshold=1.0000000180025095e-35 0.12811000000000003 0.09857500000000001 0.073895000000000002 -0.0083949999999999979 -0.083539999999999989 -0.063379999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.015251361300547876 -0.012211727558438391 0.020394505328285257 -0.01965686494273405 -0.0062536381292013655 0.030124052566197226 0.011217093933975823 -0.0092841586219611465
leaf_weight=0.0011393983673350294 0.001087989111203184 0.0012818530411751357 0.001203507413421877 0.0013778019528461671 0.0011499900064043094 0.0010403467273895903 0.0010607821244695084
leaf_count=518 182 245 418 390 515 376 477
internal_value=0 0.00156966 -0.00189151 0.00181507 0.00601593 0.0112157 0.000866771
internal_weight=0 0.00825368 0.00697183 0.00576832 0.00462892 0.00325112 0.00210113
internal_count=3121 2939 2694 2276 1758 1368 853
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 0 16
split_gain=6.35895e-05 5.83265e-05 7.99997e-05 6.43917e-05 9.0589e-05 8.03473e-05 6.66947e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.053180000000000012 -0.084034999999999985 -0.11756999999999999 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -6
right_child=-2 2 3 5 6 -7 -8
leaf_value=0.00037163158058253813 -0.00046138188384029622 -0.00050795899238713013 0.00031531406810999223 -0.00011011934807292528 -1.3516390217672722e-06 0.00053271293768303123 -0.0006922884931666232
leaf_weight=0.0017707984077017748 0.00103270420618285 0.0011175782618018121 0.001149170190364996 0.0012813261747394674 0.0010167718050747003 0.001794439824410487 0.0011386105674909745
leaf_count=625 609 269 293 128 460 224 513
internal_value=0 5.15662e-05 -2.40245e-05 6.07416e-05 -0.000129298 0.000264917 -0.000366349
internal_weight=0 0.0092687 0.0074979 0.00638032 0.00330455 0.00307577 0.00215538
internal_count=3121 2512 1887 1618 1266 352 973
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=7
num_cat=0
split_feature=2 4 16 1 52 16
split_gain=1.93197e-05 2.87621e-05 4.32012e-05 5.94499e-05 5.70946e-05 6.71395e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.27167499999999994 0.12811000000000003 -0.088204999999999992 -0.008904999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.011683801288219605 -0.022586007474017709 0.012268733672705725 -0.026711776106219012 0.021224911038968716 -0.012549820071463082 0.014151758965946904
leaf_weight=0.001223502052218114 0.0010894912218842503 0.0012327909101497031 0.0010048255531553054 0.0010053613453148008 0.0019862577837669948 0.0017906045223223142
leaf_count=199 179 236 597 92 1411 407
internal_value=0 -0.00179687 -0.00431848 -0.000879368 -0.00552685 0.000109357
internal_weight=0 0.00810933 0.00687654 0.00578705 0.00478169 0.00377686
internal_count=3121 2922 2686 2507 2415 1818
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=9
num_cat=0
split_feature=48 50 16 160 49 4 13 1
split_gain=7.40778e-05 6.49985e-05 9.80918e-05 9.91358e-05 8.06376e-05 6.46945e-05 0.000127535 5.37594e-05
threshold=-0.032929999999999994 0.079410000000000008 -0.094359999999999986 -0.027994999999999996 -0.006494999999999999 0.0052350000000000009 -0.06977499999999999 0.10956
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 -6
right_child=1 -3 3 5 7 -7 -8 -9
leaf_value=0.00048579635838245 -0.00069987646517291082 -0.00052094174785443064 0.0006530181809336422 0.00034827710521423806 -0.00037046037428925906 0.00034310504185738476 -0.00057350355276203509 0.00024723809957654167
leaf_weight=0.0010865943136200542 0.0010840276402611024 0.0010252800207760015 0.0012474151494804272 0.0010001256432797948 0.0010285845002405863 0.0014442924546565921 0.0013642672629947826 0.0011444005555592313
leaf_count=180 93 604 457 395 271 203 738 180
internal_value=0 -5.51347e-05 2.31462e-06 0.000173263 -0.000263062 1.61349e-05 -0.000183595 -4.515e-05
internal_weight=0 0.00933839 0.00831311 0.0050561 0.00325701 0.00380869 0.00236439 0.00217299
internal_count=3121 2941 2337 1793 544 1336 1133 451
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.04904e-05 7.10221e-05 7.64305e-05 6.88858e-05 0.00010667 9.1726e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00040342843092793938 -0.00049351921409783754 -0.00050052471656069188 0.0003600791607598892 -0.00048414799631401993 -0.00015452328095917904 0.00056111020744344759
leaf_weight=0.0017586369621380082 0.0010235157901096357 0.0011457382756213316 0.0019193827475709477 0.0016275923509056576 0.0016399437964921572 0.0011870384262810633
leaf_count=625 609 269 396 908 167 147
internal_value=0 4.86939e-05 -3.42682e-05 4.95429e-05 -8.42607e-05 0.000145968
internal_weight=0 0.00927833 0.0075197 0.00637396 0.00445457 0.00282698
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=133 43 43 4 16 49 4
split_gain=1.74199e-05 3.9928e-05 5.02025e-05 3.87243e-05 6.89075e-05 2.8371e-05 2.94063e-05
threshold=0.088525000000000006 -0.074359999999999996 -0.13868499999999997 -0.059649999999999988 -0.008904999999999998 -0.043469999999999995 0.40473500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=0.00014063199325951026 -0.012149087565749532 -0.018016422721335291 0.028268970817166561 0.0068729793992027 0.023914411639163219 -0.024057151927803114 -0.0005269030023245364
leaf_weight=0.0015416397974105636 0.0010525379197158574 0.0013467235486453047 0.0010783256036332441 0.0011640047634893617 0.0010344290387182325 0.0010859541545534441 0.0010395141857688403
leaf_count=217 713 785 647 128 237 282 112
internal_value=0 0.00150798 0.0117177 -0.00320915 0.00140273 -0.00567644 -0.0125491
internal_weight=0 0.00829059 0.00261997 0.00567063 0.0043239 0.00328947 0.00212547
internal_count=3121 2408 864 1544 759 522 394
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=8
num_cat=0
split_feature=42 43 13 16 457 1 0
split_gain=1.62951e-05 2.48454e-05 4.76361e-05 3.45995e-05 4.15994e-05 5.49757e-05 6.36316e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.063184999999999977 0.071345000000000006 0.045365000000000009 0.095285000000000022 -0.14794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=-0.010234712874159613 -0.0039094334529929543 -0.020022104894133003 0.026497075797432108 -0.017203761971547212 0.020270541031648239 -0.012206466339556061 0.019698048512855108
leaf_weight=0.001339067029451896 0.0010408830188155462 0.0012299365584943394 0.0010202527140039295 0.0011467082439789193 0.0010003517731701078 0.0011116471328202898 0.0014283512883985095
leaf_count=862 719 667 184 255 107 83 244
internal_value=0 0.00168648 0.0111416 -0.00160715 0.00214205 -0.00266834 0.00573483
internal_weight=0 0.00797813 0.00206114 0.00591699 0.00477029 0.00376993 0.00254
internal_count=3121 2259 903 1356 1101 994 327
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=9
num_cat=0
split_feature=48 12 52 16 0 3 1 0
split_gain=6.98392e-05 8.31171e-05 8.0534e-05 9.09771e-05 9.63847e-05 8.90465e-05 5.78324e-05 4.63783e-05
threshold=-0.032929999999999994 0.095330000000000012 0.10024500000000001 0.071345000000000006 -0.14794999999999997 -0.0087149999999999988 0.10920500000000001 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -3
right_child=1 7 -4 -5 5 -7 -8 -9
leaf_value=0.00046811549543248471 5.914640302034101e-05 -7.3952018680893014e-05 0.00043452585663516103 -0.00056072074780096634 -2.4147628816670495e-06 0.00078134648301637097 -0.00057705394102643777 -0.00064097032335321772
leaf_weight=0.0010859590336533284 0.0012106842575433023 0.0010057474576936416 0.0015945022276380293 0.00113475902299944 0.0012531994477980486 0.0010036868465543645 0.00100565102017066 0.0012363752334590438
leaf_count=180 117 481 432 315 1168 203 51 174
internal_value=0 -5.69419e-05 4.56875e-05 -6.48699e-05 6.09167e-05 0.000346141 -0.000229526 -0.000386623
internal_weight=0 0.00944461 0.00720248 0.00560798 0.00447322 0.00225689 0.00221634 0.00224212
internal_count=3121 2941 2286 1854 1539 1371 168 655
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=8
num_cat=0
split_feature=13 51 160 51 49 3 2
split_gain=1.88161e-05 5.05789e-05 4.77961e-05 6.38202e-05 6.40746e-05 9.28588e-05 7.40003e-05
threshold=-0.17933499999999997 0.08955500000000001 -0.081069999999999989 -0.010009999999999998 -0.031119999999999998 -0.13309499999999996 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=0.010929413043131704 0.021621431905356477 -0.020445494544364992 -0.022335441153307305 0.022040537494039416 -0.027973299829243993 0.026017851552970556 -0.011487363824462835
leaf_weight=0.001341799233737292 0.0010083049214922885 0.0012381879121964685 0.0012146618794090765 0.0013177895991180228 0.0010828090044604686 0.0010984404447424165 0.0010096136683756989
leaf_count=181 487 362 497 202 104 454 834
internal_value=0 -0.00187057 0.00154603 -0.00199075 0.00349025 -0.00417081 0.00805542
internal_weight=0 0.00796981 0.00673162 0.00572331 0.00450865 0.00319086 0.00210805
internal_count=3121 2940 2578 2091 1594 1392 1288
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=7
num_cat=0
split_feature=151 150 1 12 52 4
split_gain=1.59231e-05 4.17987e-05 3.28875e-05 6.66213e-05 2.11087e-05 3.90402e-05
threshold=1.0000000180025095e-35 0.081835000000000019 0.12811000000000003 0.095330000000000012 0.091275000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.012251143203892038 -0.011405450886633172 0.017271162357946887 0.013289493148465614 -0.024722357302261643 0.012623922261652439 0.010554629853218854
leaf_weight=0.0018907629339085885 0.0010853124387298118 0.0013920976527001527 0.0011978322705123176 0.0013081405789053761 0.0011535248695235759 0.0012448059771198699
leaf_count=1182 182 311 215 581 431 219
internal_value=0 0.00148499 -0.0017491 -0.00496743 0.00105767 -0.00319736
internal_weight=0 0.00818716 0.00679507 0.00559723 0.00428909 0.00313557
internal_count=3121 2939 2628 2413 1832 1401
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.73e-05 5.48471e-05 6.17124e-05 7.70677e-05 0.000118631 0.000110192
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036048609441650589 -0.00052157574589548517 -0.0004439743593265875 0.00037685864546380598 -0.00050960072133845514 -0.00016875245757214238 0.00061463798366834059
leaf_weight=0.0017782447212901708 0.0010054444963867549 0.0011339005514327954 0.0019565551977796239 0.0016402121701334848 0.0016855013750855987 0.0011691849389954068
leaf_count=626 579 276 405 921 167 147
internal_value=0 5.05462e-05 -2.21135e-05 5.20324e-05 -8.93592e-05 0.000152098
internal_weight=0 0.0093636 0.00758535 0.00645145 0.0044949 0.00285469
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=6.97328e-05 5.46155e-05 6.7208e-05 6.5808e-05 9.34042e-05 9.51773e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036652522468707269 -0.00048781080603266605 -0.00046482188306453385 0.00036333964781873075 -0.00045562908856580479 -0.00016313302302582518 0.00057170681637963778
leaf_weight=0.0017325282859859282 0.0010182083158231511 0.0011109174469863476 0.0018976905301205035 0.0015759595841984275 0.0016350605637801149 0.0011572977183983524
leaf_count=625 609 269 396 908 167 147
internal_value=0 5.32406e-05 -2.03368e-05 5.84672e-05 -7.39759e-05 0.000141423
internal_weight=0 0.00910945 0.00737693 0.00626601 0.00436832 0.00279236
internal_count=3121 2512 1887 1618 1222 314
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=8
num_cat=0
split_feature=13 3 16 52 150 0 0
split_gain=1.76845e-05 4.60077e-05 5.53271e-05 0.000118056 7.02148e-05 3.95523e-05 7.65461e-05
threshold=-0.17933499999999997 0.11296500000000002 0.23311500000000004 0.089325000000000015 0.087170000000000011 -0.079459999999999989 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.010597982159542855 0.024539483996495783 -0.019507329151385869 0.022604962510024366 -0.031521531781224008 -0.0139792051957614 0.029390883866650674 -0.013234579321802871
leaf_weight=0.0013405331453002914 0.0010550839660000808 0.0012408230864950909 0.0010441920067343069 0.0011201994507841536 0.0013917337945686475 0.0010025913197271546 0.0010913597326658192
leaf_count=181 184 100 400 698 231 403 924
internal_value=0 -0.00181883 0.00145452 -0.00244678 0.0047259 0.0129927 0.00533325
internal_weight=0 0.00794598 0.00670516 0.00566097 0.00454077 0.00314904 0.00214644
internal_count=3121 2940 2840 2440 1742 1511 1108
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=7
num_cat=0
split_feature=2 2 52 13 43 3
split_gain=1.46944e-05 2.60356e-05 5.26313e-05 3.64422e-05 3.25784e-05 2.59006e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.088204999999999992 -0.08971999999999998 -1.0000000180025095e-35 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -5
right_child=1 3 4 5 -6 -7
leaf_value=0.010273406811180497 -0.026768695213419864 0.017032474048009918 -0.011500122660747958 0.0060189601745492287 0.0090311296315799799 -0.014525798144947727
leaf_weight=0.0012052281316933316 0.0010238795322776982 0.0014243857658391857 0.0014586036721544586 0.0013944249961803977 0.0016438863735581052 0.0010958873187322249
leaf_count=199 379 200 1169 630 455 89
internal_value=0 -0.00156705 -0.00710937 0.00427496 -0.000621427 -0.00302197
internal_weight=0 0.00804107 0.00412637 0.0039147 0.00310249 0.00249031
internal_count=3121 2922 2003 919 1624 719
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=9
num_cat=0
split_feature=50 15 52 42 49 52 3 1
split_gain=7.66374e-05 0.000116105 4.44949e-05 7.19654e-05 0.000103267 8.48409e-05 0.000114836 0.000116677
threshold=0.086580000000000004 -0.24436499999999997 -0.12005499999999998 0.092620000000000022 -0.069799999999999987 -0.057699999999999994 0.11296500000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.00063806363063152456 -0.00049806954662857006 -0.00040871212421233658 -0.00040640435181426746 -0.00045596813556791893 0.00070491451556413756 -2.6855111484559978e-06 -0.0004012823728834904 0.00078642191432247638
leaf_weight=0.0011661628480472428 0.0010584278940858642 0.0010056843516539184 0.0012383328814048588 0.0010162350873269433 0.001108765599866229 0.0018594542395887505 0.001259240670298329 0.0011760211471152639
leaf_count=219 579 443 223 348 196 958 67 88
internal_value=0 5.7228e-05 -2.09541e-05 2.99677e-05 0.000104319 0.000221363 9.65242e-05 0.000303035
internal_weight=0 0.0098299 0.00866373 0.00765805 0.00664181 0.00540348 0.00429472 0.00303548
internal_count=3121 2542 2323 1880 1532 1309 1113 1046
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=8
num_cat=0
split_feature=1 52 15 0 43 52 15
split_gain=9.43135e-05 5.46114e-05 9.17658e-05 8.73347e-05 7.34815e-05 5.07078e-05 7.22851e-05
threshold=0.13686500000000004 -0.049749999999999996 -0.11713499999999999 -0.15202999999999997 -0.15582499999999996 0.084960000000000022 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.00030610718971176758 0.0005609218386488031 -0.00055829681953212349 0.00044071678685019856 0.00041312324090636321 -0.00033022744611848714 -0.00044244724041456814 0.00035664751976820344
leaf_weight=0.0010088459486724266 0.0010056020543603552 0.001719589481585705 0.0010059537248939968 0.0018202743683946154 0.0011463116721380376 0.0014579694572692363 0.0012117074384676617
leaf_count=70 169 283 140 816 387 763 493
internal_value=0 -7.09645e-05 -0.000169405 0.00015665 -3.07189e-05 -0.000154997 2.27347e-05
internal_weight=0 0.00937065 0.00654153 0.00282912 0.00482194 0.00381599 0.00235802
internal_count=3121 2952 2066 886 1783 1643 880
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=7
num_cat=0
split_feature=133 43 3 160 16 0
split_gain=1.43223e-05 3.68121e-05 4.749e-05 2.82343e-05 8.45039e-05 4.07695e-05
threshold=0.088525000000000006 -0.074359999999999996 -0.075944999999999985 -0.023379999999999995 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00023305512135191002 -0.011027251565785557 0.010571685545988497 0.027824606793263464 -0.010060799026060534 -0.028500544003261932 0.012687450244504265
leaf_weight=0.0015687517586720928 0.001049745484668174 0.0011801636227225971 0.0010356115779229899 0.0014922629395078873 0.0012806073731330553 0.0016689872910326403
leaf_count=628 713 335 236 122 369 718
internal_value=0 0.00137621 0.0112047 -0.00317677 -0.00682961 0.00194918
internal_weight=0 0.00822638 0.00260436 0.00562202 0.00444186 0.00316125
internal_count=3121 2408 864 1544 1209 840
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=7
num_cat=0
split_feature=42 157 43 2 16 3
split_gain=1.52078e-05 2.33576e-05 4.51879e-05 3.27925e-05 3.33132e-05 4.68473e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 -0.062804999999999986 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0099026308609102571 -0.011889518195264485 0.017648537072605174 -0.012578520494971619 0.026408592078383159 -0.0085646078211424545 -0.0028434793409605891
leaf_weight=0.0013339744861551673 0.001099079338313531 0.0017548112983224295 0.0016441000995469071 0.0011116200946584315 0.0012297870659311308 0.0010788048525115063
leaf_count=862 504 624 547 224 230 130
internal_value=0 0.00163902 0.0038195 -0.000972339 0.00460677 0.0120017
internal_weight=0 0.0079182 0.00681912 0.00506431 0.00342021 0.00219042
internal_count=3121 2259 1755 1131 584 354
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=9
num_cat=0
split_feature=1 150 4 0 0 3 1 3
split_gain=5.98207e-05 5.41591e-05 4.65834e-05 0.000111682 7.75624e-05 6.66508e-05 4.83312e-05 9.52745e-05
threshold=0.13686500000000004 0.10605000000000002 -0.49405499999999997 -0.060129999999999996 -0.10151999999999999 -0.10831999999999999 0.090540000000000023 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=-0.0003813579476754574 0.00045324362493897485 -0.00042426401443744 -0.00030386929208251249 0.0007540150002039301 -0.00055027418091630192 8.1129552202386331e-05 0.00049276328637614839 -0.00022618390857746264
leaf_weight=0.0010179795227285059 0.0010259679393305804 0.0012574644334920086 0.0011633676572402512 0.0011704665340922099 0.0011195083972607676 0.001095816217297956 0.0015787382222186017 0.0012858723654018828
leaf_count=153 169 166 241 103 1835 208 151 95
internal_value=0 -4.46586e-05 1.19536e-05 6.5959e-05 -9.37249e-05 0.000428655 3.31652e-05 0.000170041
internal_weight=0 0.00968921 0.00843175 0.00741377 0.00514749 0.00226628 0.00402798 0.00286461
internal_count=3121 2952 2786 2633 2322 311 487 246
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=8
num_cat=0
split_feature=3 51 42 3 0 4 15
split_gain=1.54598e-05 3.78403e-05 2.94063e-05 4.48795e-05 3.81126e-05 3.94634e-05 2.93997e-05
threshold=0.13524500000000003 0.08955500000000001 0.075730000000000006 -0.12018999999999998 -0.10151999999999999 0.056795000000000005 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.021438510420067391 0.009189492768921146 -0.019547927199266159 -0.018657366534305254 0.021286646489962549 -0.015614124823390569 -0.0065416293559743335 0.0042909653084702692
leaf_weight=0.001281606143653483 0.001523750086155567 0.0010429533465210559 0.0012444103629617471 0.0010196233975085704 0.0011154294519550114 0.00101874369449801 0.0010124819111498404
leaf_count=184 192 348 728 132 806 116 615
internal_value=0 -0.00183072 0.000930398 0.00565888 -0.000753484 0.00737851 -0.00836234
internal_weight=0 0.00773525 0.00669229 0.0044354 0.0031538 0.00203837 0.00225689
internal_count=3121 2929 2581 1238 1054 248 1343
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=8
num_cat=0
split_feature=376 133 43 49 48 4 1
split_gain=6.74781e-05 6.39255e-05 7.42959e-05 4.41308e-05 6.03116e-05 7.83563e-05 6.24908e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 0.090000000000000011 0.085845000000000019 -0.059649999999999988 0.10797500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00040164228369602491 0.00046310388201119208 -0.00049148939407667777 -0.00052434927304606299 0.00029446173446582414 -0.00053390294151639658 0.00036362770595517978 -0.00016119038875549816
leaf_weight=0.0014669584216120031 0.0010595183923478449 0.0011521643799555772 0.0010190918551363152 0.001002508880936879 0.0012422401453924441 0.0016954375005798178 0.0017966342927502191
leaf_count=230 166 1026 698 210 223 325 243
internal_value=0 -5.89407e-05 1.66671e-06 -8.51828e-05 -0.000151334 -4.59864e-05 9.36143e-05
internal_weight=0 0.00937504 0.00822287 0.00675591 0.0057534 0.00451116 0.00349207
internal_count=3121 2955 1929 1699 1489 1266 568
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=9
num_cat=0
split_feature=1 150 15 16 4 16 2 2
split_gain=0.000103886 7.46843e-05 6.09571e-05 9.10534e-05 7.63903e-05 0.000116778 8.70371e-05 4.01628e-05
threshold=0.13686500000000004 0.11456000000000001 -0.24436499999999997 -0.36241499999999999 0.0061450000000000003 0.0039400000000000008 0.097220000000000015 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.00044695170374344141 0.00058009635796062522 -0.00056974165323164197 -0.00053004118825409632 -0.00011261695099359196 0.00036027693400996456 -0.00019195578541664107 0.00054747101775427538 -0.00062707334478782364
leaf_weight=0.0010022125936867696 0.001058520219817039 0.0010159271187691757 0.001352405494756413 0.0010051082453450281 0.0019030735490510433 0.0011626856052594299 0.0012922814788220703 0.0013906423031921592
leaf_count=148 169 111 175 813 352 344 256 753
internal_value=0 -6.54855e-05 -9.24212e-06 -6.56438e-05 2.73489e-05 -0.000103268 0.000197275 -0.000411239
internal_weight=0 0.0101243 0.00910841 0.0081062 0.00675379 0.00485072 0.00245497 0.00239575
internal_count=3121 2952 2841 2693 2518 2166 600 1566
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=8
num_cat=0
split_feature=1 16 1 160 52 4 150
split_gain=6.43329e-05 3.8368e-05 7.44235e-05 7.38717e-05 8.34927e-05 6.45334e-05 6.15335e-05
threshold=0.13686500000000004 -0.008904999999999998 0.11751000000000002 -0.064219999999999985 0.091275000000000009 0.0061450000000000003 0.086730000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=-0.00033253856355367005 0.00046904083368568049 0.00052412645546903833 -0.00062479751950989177 -0.00040736222958330466 0.0003020200985131157 -7.5758108569179785e-05 0.00053004699996623747
leaf_weight=0.0018330748876365204 0.0010092501074323119 0.0011196397842564961 0.0010482915508084941 0.0013800871611992643 0.001186139467610408 0.0018064825592042204 0.0010022706807639203
leaf_count=1338 169 306 130 664 68 355 91
internal_value=0 -5.19698e-05 -0.000152922 0.000103877 -7.94776e-05 -4.63553e-05 0.000140416
internal_weight=0 0.00937599 0.00569012 0.00368587 0.00256623 0.00464183 0.00280875
internal_count=3121 2952 1914 1038 732 1784 446
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=7
num_cat=0
split_feature=49 42 1 52 0 3
split_gain=1.37682e-05 4.13385e-05 4.16562e-05 3.78463e-05 5.70681e-05 3.48085e-05
threshold=-0.006494999999999999 0.090835000000000013 0.111945 0.089325000000000015 -0.10151999999999999 -0.086049999999999988
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0083793337829212913 0.022943955705671541 -0.015356522542905537 0.019723090673600369 -0.013066343536055762 -0.0071011802673149327 -0.014722428301882138
leaf_weight=0.0010525121100361699 0.0012433072401436499 0.0010842756604169971 0.0015774414513583562 0.0013504705913481379 0.0012861618829233393 0.0017149269044411089
leaf_count=166 183 655 229 409 1041 438
internal_value=0 0.00247777 0.0060211 0.000450369 0.00766687 -0.00593637
internal_weight=0 0.00654166 0.00545738 0.00387994 0.00252947 0.00276744
internal_count=3121 2517 1862 1633 1224 604
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=8
num_cat=0
split_feature=13 160 51 3 15 1 1
split_gain=1.3456e-05 7.00019e-05 5.20205e-05 4.85021e-05 4.2649e-05 4.82766e-05 2.57162e-05
threshold=-0.084034999999999985 -0.081969999999999987 -0.010009999999999998 -0.13309499999999996 -0.10091499999999999 0.090840000000000018 0.083345000000000016
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 -1
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0047785855381738841 0.02146898325682137 -0.025968627640224007 -0.020364474928642864 0.02048119410754131 0.011227688223628851 -0.018199920337710881 0.014687370212309776
leaf_weight=0.0012411424811859407 0.0010286244817126798 0.0011404560330911901 0.0010818843720844578 0.0010668476657003248 0.0010896570872203281 0.0011414539572471597 0.0014975141527858761
leaf_count=561 378 426 119 202 776 298 361
internal_value=0 -0.00248198 -0.00694488 -0.00199133 0.00403591 -0.00382771 0.00586552
internal_weight=0 0.00654892 0.0055203 0.00437984 0.00329796 0.00223111 0.00273866
internal_count=3121 2199 1821 1395 1276 1074 922
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=8
num_cat=0
split_feature=50 3 43 0 16 4 4
split_gain=6.4246e-05 6.3574e-05 5.16156e-05 8.31623e-05 9.2781e-05 0.00011531 7.13187e-05
threshold=0.079410000000000008 -0.15447499999999995 0.0010100000000000003 -0.053834999999999994 -0.094359999999999986 0.0052350000000000009 0.26790000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00049647754438817099 -0.0004707368878133604 -0.0004810591918897363 0.00032976172175905631 -0.00043345611730576453 -7.5959645339229343e-05 0.00078731838467548121 0.00018974926347827768
leaf_weight=0.0010648402991297835 0.0010287875505406536 0.0015117087839446566 0.0014026119230365229 0.0018855967008719766 0.0012713111111560679 0.0011180170989817972 0.0010208318764759459
leaf_count=176 609 190 421 269 1077 199 180
internal_value=0 4.5717e-05 -1.27463e-05 -8.33167e-05 5.08237e-05 0.000327986 -0.000210666
internal_weight=0 0.00927492 0.00821008 0.00680747 0.00492187 0.00238933 0.00253254
internal_count=3121 2512 2336 1915 1646 1276 370
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=8
num_cat=0
split_feature=16 3 1 13 2 49 1
split_gain=1.69353e-05 5.06856e-05 7.40631e-05 5.04003e-05 5.28257e-05 3.93155e-05 3.7661e-05
threshold=0.0039400000000000008 -0.13309499999999996 0.11551000000000002 0.038215000000000006 0.098260000000000014 -0.006494999999999999 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.020380646862745912 -0.020239829649854622 -0.017873992809284547 0.025031273827307202 0.021739510517926889 0.01180261117653513 -0.0092819467138248474 0.017176111438944396
leaf_weight=0.0013333756328197388 0.0010048057873053898 0.0014427934261296636 0.0010551302509345349 0.0012317514195950814 0.0010544301689402393 0.0011175275322871897 0.0010374175115619062
leaf_count=172 381 359 238 188 259 1357 167
internal_value=0 -0.0031917 0.00173414 0.00573858 -0.00383252 -0.00509834 0.00345529
internal_weight=0 0.00598624 0.00465287 0.00329099 0.00205924 0.00359774 0.00215495
internal_count=3121 2293 2121 828 640 1883 1524
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=6
num_cat=0
split_feature=52 160 15 2 2
split_gain=1.78615e-05 2.86333e-05 3.91391e-05 6.67273e-05 0.000108446
threshold=-0.081429999999999989 1.0000000180025095e-35 -0.11713499999999999 0.086950000000000013 0.11018500000000002
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0084650465243581562 -0.011726820713044504 -0.017880548154344072 0.021214268019534112 -0.021536833048408654 0.018927137916261254
leaf_weight=0.0019556803991220848 0.0019077658342742552 0.0010149768661689516 0.0016618212881157344 0.0015497384572194205 0.0011566744370617226
leaf_count=771 367 243 851 671 218
internal_value=0 -0.00229736 0.000222813 0.00544165 -0.00424323
internal_weight=0 0.00729098 0.006276 0.00436823 0.00270641
internal_count=3121 2350 2107 1740 889
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=7
num_cat=0
split_feature=52 160 15 15 2 16
split_gain=1.62892e-05 6.54362e-05 4.62458e-05 4.26465e-05 5.38921e-05 5.87734e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.090644999999999989 -0.11713499999999999 0.10097500000000002 -0.15241499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=0.023495318603632142 -0.024754131737809198 -0.012899143962885527 -0.003146205453646285 0.034646160131834337 -0.0074241530358536718 0.0026423644386575486
leaf_weight=0.0010072306537665862 0.0011217588145294713 0.0014265798197282652 0.0018451587561522118 0.0010348842630675565 0.0014982865987636625 0.0012879861698930678
leaf_count=246 743 244 707 82 211 888
internal_value=0 -0.0028315 0.0062614 0.00185469 0.00736284 0.0169007
internal_weight=0 0.0063695 0.00285239 0.00524774 0.00382116 0.00232287
internal_count=3121 2168 953 1425 1181 970
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=7
num_cat=0
split_feature=0 150 1 47 15 2
split_gain=1.6419e-05 4.37954e-05 3.50182e-05 5.34907e-05 3.43287e-05 2.73504e-05
threshold=-0.060129999999999996 0.081835000000000019 0.094385000000000011 0.092530000000000015 -0.03241999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.022942372145167433 0.019745189016555708 0.011620141364873547 0.0085564900359974411 -0.019737454350297952 -0.01364896503115582 0.0071175376819526907
leaf_weight=0.0012263741321488311 0.0011187256761930192 0.0014112642287586723 0.0016840328036326711 0.0011076684783445476 0.001053599907923022 0.001593307750967529
leaf_count=1748 234 347 301 152 119 220
internal_value=0 -0.0035345 -0.00885724 -0.00266975 0.00505873 -0.00114856
internal_weight=0 0.00542934 0.00401808 0.0027917 0.00376563 0.00264691
internal_count=3121 2548 2201 453 573 339
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=7
num_cat=0
split_feature=42 43 0 13 1 4
split_gain=1.4316e-05 2.3055e-05 5.9687e-05 3.12957e-05 7.6631e-05 8.04283e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10664 0.11212500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0096415613679010082 -0.0056034314344124286 0.0094898801690438163 0.027701289679440147 -0.015860819048358888 -0.025599166876102072 0.019606629607377152
leaf_weight=0.0013220855921407372 0.0011187878418841694 0.0017315474616512918 0.0010367592001377555 0.0011676854864095889 0.0013850008278473158 0.0014131163556894151
leaf_count=862 847 257 194 689 115 157
internal_value=0 0.00160626 0.0104152 -0.00172654 -0.00662385 0.00355936
internal_weight=0 0.0078529 0.00215555 0.00569735 0.0039658 0.0025808
internal_count=3121 2259 1041 1218 961 846
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=8
num_cat=0
split_feature=157 160 52 12 4 1 1
split_gain=1.41135e-05 4.65336e-05 5.09239e-05 6.58863e-05 3.55282e-05 6.66001e-05 4.18465e-05
threshold=-0.06266999999999999 -1.0000000180025095e-35 0.10347000000000002 -0.015429999999999998 0.053180000000000012 0.11282000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.01106472339841472 -0.019635341041259122 -0.025108694109048868 0.022169048836593354 0.0060308505711446237 0.028752667299169643 -0.0039848560679670245 -0.020620736092778008
leaf_weight=0.0010216751156697243 0.0011944303039124957 0.0010100751387247218 0.0010371701754875425 0.0013301411968936851 0.0011648458768836094 0.0013320150969393365 0.0010575178520701664
leaf_count=460 654 285 194 784 218 100 426
internal_value=0 -0.00140558 0.00173564 -0.00185968 0.00294801 0.011288 -0.0057734
internal_weight=0 0.0081262 0.00693177 0.0058946 0.00488452 0.00249686 0.00238766
internal_count=3121 2661 2007 1813 1528 318 1210
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 15
split_gain=8.83949e-05 5.92262e-05 5.48058e-05 5.83878e-05 0.00010031 8.77783e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00037259086220044652 -0.00055194572805967676 -0.00040748388822961311 0.0003292584157167944 -0.00045653548338486208 -0.00020235157077524028 0.00047364602501767753
leaf_weight=0.0018171271273774081 0.0010249866353414057 0.0011918672954555473 0.0019989041303454802 0.0016663955694509605 0.0014371052414148672 0.0015192148975158263
leaf_count=626 579 276 405 921 127 187
internal_value=0 5.37385e-05 -2.04147e-05 4.92564e-05 -7.18191e-05 0.000145035
internal_weight=0 0.00963061 0.00781349 0.00662162 0.00462272 0.00295632
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=9
num_cat=0
split_feature=376 133 43 16 47 4 16 15
split_gain=7.09296e-05 6.18272e-05 7.06123e-05 7.88537e-05 5.49222e-05 9.14795e-05 7.45519e-05 3.78654e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.074359999999999996 -0.013324999999999998 0.092530000000000015 -0.059649999999999988 -0.074319999999999983 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-6.6472646115092794e-05 0.00048177065662736909 -0.00048859969327794551 -0.00049894777697723886 0.00070504289257613205 -0.00051007680007958747 -0.00032827780395903078 0.00046579245919143404 0.00018266592978243709
leaf_weight=0.0010191394813003876 0.0010497939028613857 0.0011169095845464444 0.0011575551072685714 0.0010181491175647477 0.0010528517266130584 0.0012256088694297565 0.0015251856738446807 0.0010231851495045687
leaf_count=242 166 1026 713 234 155 171 282 132
internal_value=0 -5.63809e-05 3.7997e-06 0.000319098 -0.000103538 -1.6745e-05 0.000131156 -9.58021e-05
internal_weight=0 0.00913858 0.00802168 0.00203729 0.00598439 0.00493153 0.00377398 0.00224879
internal_count=3121 2955 1929 476 1453 1298 585 303
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=7.54664e-05 6.88642e-05 5.088e-05 5.64342e-05 8.03551e-05 7.78489e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00053214752273620584 -0.00050279759622517625 -0.00028319145351971491 -0.00026143747982913757 0.00051973175297786913 0.00039838202355357833 -0.00024458713465180641
leaf_weight=0.0010589987382185985 0.0010101403047217293 0.0018704571664587962 0.0014002335605075404 0.0017612331474093092 0.0011544132938301139 0.0019417639878202783
leaf_count=218 609 330 400 239 111 1214
internal_value=0 6.18376e-05 5.61606e-07 8.53775e-05 0.000185353 -4.85534e-06
internal_weight=0 0.0091871 0.0081281 0.00625764 0.00485741 0.00309618
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=7
num_cat=0
split_feature=52 160 52 3 2 16
split_gain=1.49587e-05 4.63904e-05 3.95926e-05 3.34913e-05 6.26737e-05 9.39145e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.087769999999999987 -0.13309499999999996 0.10613000000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0039692838848293379 -0.021272276194733084 -0.011831478662041558 0.019946027143487085 0.037094996136952781 -0.010395832014822616 -0.0027959546667992272
leaf_weight=0.0016587435785451262 0.0011109121887594615 0.0014265905853740068 0.0011880708996352741 0.0011226699091831768 0.0014291103019253753 0.0012442954865794073
leaf_count=690 743 114 263 138 243 930
internal_value=0 -0.00271579 0.00601138 0.00123136 0.00614046 0.0161246
internal_weight=0 0.00633358 0.00284681 0.00522267 0.00379608 0.00236697
internal_count=3121 2168 953 1425 1311 1068
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=7
num_cat=0
split_feature=15 42 3 47 2 43
split_gain=1.54501e-05 4.3698e-05 5.42675e-05 5.79744e-05 4.25776e-05 3.09233e-05
threshold=0.079055000000000014 0.075730000000000006 -0.10519499999999998 0.077555000000000013 0.10559 -0.080954999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.023379075353861162 -0.011262748565997072 -0.023014242770716935 0.019109324313548989 -0.015411012282200296 -0.0044021915665229281 0.0012826622371278798
leaf_weight=0.0013631842366403722 0.0010759254455401978 0.0010535472636224682 0.0017032923036065717 0.0015089501261828066 0.001406040975602714 0.0010418063086709314
leaf_count=201 1143 459 368 212 261 477
internal_value=0 0.0014937 0.00584717 0.000672253 0.00847741 -0.0109339
internal_weight=0 0.00807682 0.00598147 0.00461828 0.00310933 0.00209535
internal_count=3121 1978 1042 841 629 936
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=7
num_cat=0
split_feature=2 0 2 13 2 0
split_gain=1.63326e-05 3.16596e-05 4.67579e-05 2.98828e-05 2.68998e-05 2.65661e-05
threshold=0.099185000000000009 -0.060129999999999996 0.084055000000000005 -0.08971999999999998 0.116525 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.00011282405540879474 0.016418005900614579 0.016586112424344133 -0.026072287177896492 -0.011276378288691416 0.0096661091458287093 -0.0047410804677913585
leaf_weight=0.0017004277734997439 0.0014267269103569622 0.0010689450387320694 0.001172121507930919 0.0013490144733474649 0.0011246483543621961 0.0012875963350239882
leaf_count=755 200 98 1200 411 308 149
internal_value=0 -0.00365775 -0.0107054 0.00489258 -0.0017549 0.0049331
internal_weight=0 0.00522909 0.00287255 0.00390039 0.00247366 0.00235654
internal_count=3121 2202 1955 919 719 247
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=7
num_cat=0
split_feature=52 0 15 15 150 3
split_gain=1.42072e-05 5.62825e-05 5.06176e-05 8.82745e-05 5.63939e-05 0.000131811
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 1.0000000180025095e-35 0.081835000000000019 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0034238864958867758 0.0087808041230653232 -0.023093323747409411 0.035962643523873933 -0.0035408837144630789 0.010837788527308205 -0.042177709431728536
leaf_weight=0.0017220022105859448 0.0015312930999981543 0.0010649068330404812 0.0010005371651184204 0.0013014903771567661 0.0014892468238199754 0.0010030853283928545
leaf_count=808 553 127 284 964 274 111
internal_value=0 -0.00177945 0.00170368 0.0136287 -0.00481019 -0.0133617
internal_weight=0 0.00758127 0.00651636 0.00230203 0.00421433 0.00272509
internal_count=3121 2568 2441 1248 1193 919
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 0 15
split_gain=5.55617e-05 8.48707e-05 9.21656e-05 6.65652e-05 8.9551e-05 4.03116e-05 5.96756e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 -0.074319999999999983 -0.062294999999999996 -0.09095499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00042601106880718766 1.9368097275350177e-05 -0.00082531971076978464 -5.0498857998031215e-05 -5.44545092590578e-05 0.00068113976807637831 0.00013645005696441703 -0.0006045675560148742
leaf_weight=0.0010169075796670609 0.001307803604956042 0.0010048740224558247 0.0014304371180108039 0.0012966876496771566 0.0012493416692186325 0.0016575101873736553 0.0010728133262660504
leaf_count=180 347 162 637 218 242 187 1148
internal_value=0 -5.74649e-05 -0.000370211 5.82117e-05 0.000306503 -9.83355e-05 -0.000261805
internal_weight=0 0.00901947 0.00243531 0.00658416 0.00254603 0.00403813 0.00238062
internal_count=3121 2941 799 2142 460 1682 1495
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=7
num_cat=0
split_feature=2 0 4 16 16 0
split_gain=1.72859e-05 2.778e-05 4.11527e-05 2.51897e-05 3.59853e-05 1.90525e-05
threshold=0.099185000000000009 -0.060129999999999996 0.0061450000000000003 -0.5048999999999999 -0.008904999999999998 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=-0.023581095139712051 0.018563345978625658 0.014240132927041372 0.00049025801222435481 -0.012039586485995365 0.010492042680829018 -0.0038623099476979314
leaf_weight=0.0012946447564250499 0.0010167595522483633 0.0010579555092893006 0.001573345657362829 0.0013009869783559939 0.00155730138566023 0.0012907324713963106
leaf_count=1632 136 98 323 374 409 149
internal_value=0 -0.00377205 -0.0103758 0.0050452 0.00023648 0.00429185
internal_weight=0 0.00521668 0.00286799 0.00387505 0.00285829 0.00234869
internal_count=3121 2202 1955 919 783 247
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=7
num_cat=0
split_feature=12 43 43 3 4 1
split_gain=1.56903e-05 6.04273e-05 4.21368e-05 8.16971e-05 2.98726e-05 5.55124e-05
threshold=0.051320000000000005 -0.04890499999999999 -0.13868499999999997 -0.10831999999999999 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3
right_child=2 4 3 -5 -6 -7
leaf_value=0.02406529266299268 -0.021423606925482775 -0.009898929827295502 0.018960338222442807 -0.013676903161568558 -0.014427823997172321 0.02024171157818028
leaf_weight=0.0011337296244987804 0.0010895975688982387 0.0013015207411718943 0.001429790502829705 0.001654466040566476 0.0013149548849541079 0.0011518547070954108
leaf_count=292 259 173 205 1836 203 153
internal_value=0 0.00382359 -0.00451903 0.00145297 -0.00226628 0.00425204
internal_weight=0 0.00490206 0.00417385 0.00308426 0.00376833 0.00245338
internal_count=3121 821 2300 2041 529 326
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=7
num_cat=0
split_feature=3 2 48 2 13 0
split_gain=1.46129e-05 2.94232e-05 5.21165e-05 6.29889e-05 5.74727e-05 4.9406e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 1.0000000180025095e-35 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.013488744835886402 0.0090199200535737555 0.0132516708589 0.015687264725697685 -0.034975813536326901 -0.014600416278396481 -0.0062824554562130085
leaf_weight=0.0016825872018397473 0.0014956024583139514 0.0011082917262978109 0.0010771089696090747 0.001186070593336861 0.0012845141788701366 0.0012146302502260608
leaf_count=716 192 328 255 1161 142 327
internal_value=0 -0.00179917 -0.00438737 -0.00841557 0.00132842 -0.0204585
internal_weight=0 0.0075532 0.00644491 0.0053678 0.0029671 0.0024007
internal_count=3121 2929 2601 2346 858 1488
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=8
num_cat=0
split_feature=376 1 42 3 3 0 15
split_gain=6.25501e-05 5.28396e-05 9.75015e-05 6.12341e-05 0.000107177 7.94972e-05 7.53695e-05
threshold=0.048375000000000008 0.12500000000000003 0.092145000000000019 -0.083924999999999986 0.090900000000000009 -0.23001499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00062017903955728475 0.0004579073221027657 0.00027295267753658768 -0.00068709808911362222 -0.00055241449249423874 0.00049084112992458476 -0.000223259629600369 -8.9347991142081599e-05
leaf_weight=0.0010226615539226478 0.0010279247249572578 0.0015842425546023315 0.0010123774841718112 0.0017089448583062581 0.0010625514647037981 0.0013749554079587993 0.00131667049674235
leaf_count=389 166 234 543 933 87 146 623
internal_value=0 -5.24159e-05 -0.000121161 -3.2823e-05 -0.000175927 8.80293e-05 0.000220829
internal_weight=0 0.0090824 0.00749816 0.00648578 0.00414645 0.00243751 0.00233933
internal_count=3121 2955 2721 2178 1166 233 1012
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=8
num_cat=0
split_feature=15 151 16 1 52 43 0
split_gain=1.46191e-05 3.09433e-05 5.99681e-05 6.99769e-05 5.02688e-05 3.35791e-05 1.23585e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.094359999999999986 0.10752500000000002 -0.092399999999999982 -0.088909999999999989 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7
right_child=1 2 4 -5 5 6 -8
leaf_value=0.01012425594247205 0.012646215766154677 -0.03309535234954962 -0.016326969284767717 0.0015974434111087816 -0.0059808594556520923 0.02409642666764104 0.0089042956345884126
leaf_weight=0.0012292952204695741 0.0012745868873883766 0.0012693564055854456 0.0010376975131141677 0.0010727535066662498 0.0010114788438005283 0.0010196000898444076 0.0011276949746235998
leaf_count=253 454 408 458 74 251 499 724
internal_value=0 -0.00160746 -0.00438598 -0.0172051 0.00276854 0.00904165 0.016118
internal_weight=0 0.00781317 0.00653858 0.00234211 0.00419647 0.00315877 0.0021473
internal_count=3121 2868 2414 482 1932 1474 1223
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=9
num_cat=0
split_feature=48 49 52 15 42 52 3 1
split_gain=7.05861e-05 6.6496e-05 9.47473e-05 5.85277e-05 7.74844e-05 4.01876e-05 4.83538e-05 7.24179e-05
threshold=-0.032929999999999994 -0.006494999999999999 -0.068719999999999989 -0.24436499999999997 0.091465000000000005 -0.087284999999999988 0.092670000000000016 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=0.0004759767458371353 6.9846641970885449e-05 0.00046506819746683424 -0.00076492249498075573 -0.00027431326680938154 -0.00053365317827082696 2.714335219698997e-05 -0.00013167494394033893 0.00069086423308777078
leaf_weight=0.0010885593942984466 0.0010166243609857034 0.0010520315382005884 0.0010760618676692638 0.0010787413458170992 0.0010039920946167237 0.001464293727666318 0.0014739247879214093 0.0011119851596649941
leaf_count=180 210 239 252 396 533 1036 93 182
internal_value=0 -5.1805e-05 -0.000359393 3.77827e-05 -3.5513e-05 6.1998e-05 0.000151572 0.000313622
internal_weight=0 0.00927765 0.00209269 0.00718497 0.00613294 0.00512895 0.0040502 0.00257628
internal_count=3121 2941 462 2479 2240 1707 1311 1218
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=7
num_cat=0
split_feature=0 43 49 51 16 150
split_gain=1.40477e-05 3.69064e-05 4.95281e-05 4.02357e-05 4.26378e-05 1.27045e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 0.099310000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.01751894238782007 0.0075540486754360151 -0.019131361190919429 0.024812944915493823 0.012447575091202548 -0.01286893390434345 -0.0034618355845232474
leaf_weight=0.0012692433405065481 0.0019311148672665366 0.0010132430837530289 0.0010441096913176343 0.0015707810325599192 0.0011539873822755196 0.0010573957059044196
leaf_count=295 252 350 404 758 902 160
internal_value=0 -0.0020639 0.00129532 0.00812158 0.00172559 -0.0111295
internal_weight=0 0.00710876 0.00583952 0.00376888 0.00272477 0.00207064
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.3108e-05 3.48636e-05 6.0104e-05 3.36768e-05 6.59971e-05 3.0776e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.026776488297765751 -0.0095993154060162664 0.024260552106074671 0.0049747900086976049 0.018520483854644259 -0.016522403026224566 0.00142214524023807
leaf_weight=0.001029014642486748 0.0012305731563057544 0.0010078274707809008 0.0014173770514743012 0.0015380523331935195 0.0013750564822583846 0.001423348536102784
leaf_count=306 630 1096 270 239 401 179
internal_value=0 0.00150676 -0.00838061 0.00603278 0.000986651 0.0108897
internal_weight=0 0.00779068 0.00244639 0.00534428 0.00380623 0.00243118
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=8
num_cat=0
split_feature=49 15 52 2 4 42 13
split_gain=1.459e-05 3.30916e-05 2.3314e-05 7.01078e-05 0.000121245 7.4924e-05 5.50087e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.10744000000000002 0.10097500000000002 0.25615500000000008 0.082250000000000004 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=0.019794501071354567 0.024413709670916571 -0.0055887019493420448 0.0096507227631012771 -0.04451605119725574 0.0045694283592672639 -0.019700810790550569 -0.0053654524430381562
leaf_weight=0.0010512248943187609 0.0015375283523727029 0.0010042495548428904 0.0013400303893780462 0.0010063554994338996 0.0010065288871553236 0.0010128611691977954 0.0010398143172250848
leaf_count=226 630 199 504 357 182 808 215
internal_value=0 0.00739295 -0.00219843 -0.00503226 -0.0199712 0.00334341 0.0123995
internal_weight=0 0.00205547 0.00694312 0.00560309 0.00201288 0.0035902 0.00257734
internal_count=3121 425 2696 2192 539 1653 845
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=7
num_cat=0
split_feature=50 3 47 12 3 0
split_gain=3.41828e-05 5.34358e-05 5.09022e-05 8.78417e-05 8.61534e-05 0.000130667
threshold=0.077805000000000013 -0.13927999999999999 0.077555000000000013 0.098810000000000023 0.090900000000000009 -0.084044999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036236678068092342 -0.00034201745822829869 -0.00056307928911390401 -0.00030862413364549535 -0.00044561548179672736 0.00050871773575226966 0.00037447884818038273
leaf_weight=0.0016078033394731264 0.0010065595526043908 0.0010640209173239758 0.0018948918688839996 0.0010299882530064204 0.0018528611032658606 0.0012347160990340735
leaf_count=255 615 727 305 268 240 711
internal_value=0 3.96874e-05 -3.36266e-05 6.69393e-05 0.000194101 -5.94905e-05
internal_weight=0 0.00868428 0.00707648 0.00518159 0.0041516 0.00229874
internal_count=3121 2506 2251 1946 1678 1438
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=8
num_cat=0
split_feature=48 12 3 3 1 4 4
split_gain=5.79986e-05 6.34772e-05 7.31836e-05 4.95567e-05 7.64328e-05 7.96877e-05 3.02999e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.097915000000000016 0.094385000000000011 -0.070499999999999993 0.071150000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00043718360188575007 0.00027348324844298259 -0.0006286284680137624 6.682928912496951e-05 5.3391802742210009e-05 0.00057627964017736226 -0.00037717932763427166 -0.00040674068554877768
leaf_weight=0.00101477367030874 0.0017039324456229752 0.0013619659776171835 0.0010154990786523451 0.0010233655989734113 0.0012442019985239665 0.0012579060468659799 0.0011900627607657559
leaf_count=180 776 479 320 128 348 773 117
internal_value=0 -5.78797e-05 -0.000331574 4.34836e-05 0.00016846 -2.85606e-06 -0.000194001
internal_weight=0 0.00879693 0.00237747 0.00641947 0.00420604 0.00296184 0.00221343
internal_count=3121 2941 799 2142 1897 1549 245
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 4 2
split_gain=5.79797e-05 5.34298e-05 8.30348e-05 4.61722e-05 7.15144e-05 4.03902e-05 3.10698e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 -0.074319999999999983 -0.0016099999999999997 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00044251038541547803 0.00032216514059890656 -0.00062985018695574965 0.00011467280753400663 -7.8291615772808963e-05 0.00058862127886921982 -0.00031586778120513102 -0.00014510290541655505
leaf_weight=0.0010069578987224022 0.0010728169441862198 0.0013302077208915963 0.0010156560732571098 0.001262470164652113 0.0012113063836932626 0.0017474960132119197 0.0011164521902666039
leaf_count=180 797 479 320 218 242 417 468
internal_value=0 -5.43097e-05 -0.000307504 3.8344e-05 0.000248268 -9.35677e-05 8.38745e-05
internal_weight=0 0.00875641 0.00234586 0.00641054 0.00247378 0.00393677 0.00218927
internal_count=3121 2941 799 2142 460 1682 1265
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 2 4
split_gain=6.80443e-05 4.85813e-05 4.53158e-05 4.88368e-05 4.819e-05 6.62082e-05 3.32819e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 0.097220000000000015 -0.034939999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00045047615347872447 -0.00048154701978905004 -0.00026598027623806809 -0.00026195486875261586 0.00047674997392524123 -0.00033774068221950366 0.00046764178422511749 0.00016457219692936833
leaf_weight=0.0010551765495728045 0.0010100110242459133 0.001852747121382844 0.0017170414809041185 0.0010153555370852911 0.0010126849454663057 0.0014044141582312815 0.0010158371912553153
leaf_count=218 609 330 901 206 282 341 234
internal_value=0 5.49678e-05 2.9191e-06 8.37262e-05 6.23867e-06 0.00014038 -8.6194e-05
internal_weight=0 0.00907326 0.00801808 0.00616533 0.00514998 0.00343294 0.00202852
internal_count=3121 2512 2294 1964 1758 857 516
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=7
num_cat=0
split_feature=52 13 2 2 43 0
split_gain=1.69719e-05 4.04714e-05 3.36304e-05 5.18526e-05 3.79394e-05 3.90278e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.098035000000000011 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.018869889526890643 -0.010701072288141888 0.0088502357488777269 -0.01549942360912219 0.022443945557863759 0.00067917467248318811 -0.02446364229452383
leaf_weight=0.0011711971630760541 0.0012764520057740314 0.0017137617515459317 0.0013315125799581943 0.0010271993429088614 0.0013930306328841656 0.0011087548839215614
leaf_count=148 501 772 344 311 162 883
internal_value=0 0.00174376 -0.00130724 0.00229718 -0.00261197 -0.0104638
internal_weight=0 0.00774546 0.00657426 0.00524275 0.00421555 0.00250179
internal_count=3121 2620 2472 2128 1817 1045
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=1.65037e-05 4.17539e-05 4.73187e-05 3.28932e-05 5.06678e-05
threshold=0.27834500000000006 -0.016164999999999995 -0.14794999999999997 0.085270000000000026 -0.076384999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.015261295625508726 0.0081163062184296114 -0.024154173159617771 0.0060985168344526259 0.0098014158765422476 -0.01960239375593438
leaf_weight=0.0011389349699960308 0.0019540151546042512 0.0011199680423212002 0.0014499808968035331 0.0017094543420666918 0.0016286678076564874
leaf_count=458 340 155 738 286 1144
internal_value=0 -0.00227022 -0.00564988 -0.00132161 -0.00749779
internal_weight=0 0.00704701 0.00590807 0.0047881 0.00307865
internal_count=3121 2781 2323 2168 1882
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=9
num_cat=0
split_feature=48 12 3 4 15 1 15 3
split_gain=5.1912e-05 6.76359e-05 8.57305e-05 4.48165e-05 7.80706e-05 7.79844e-05 2.47199e-05 2.19402e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 -0.0016099999999999997 -0.013969999999999998 0.10508500000000001 -0.12255999999999999 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -7 -6
right_child=1 2 -4 5 7 6 -8 -9
leaf_value=0.00041142776249918192 0.00066774103995554865 -0.00065763757425199164 8.8967464486777197e-05 -0.00046959998750329134 -0.00020186065344614617 0.00035469158698164902 -7.0791445925562677e-05 0.00020654671633251774
leaf_weight=0.0010222900762392644 0.0010114450386108148 0.0013708099193703821 0.0010398553231751972 0.0013588626912315383 0.0010203468378660776 0.0010077429138011836 0.0010958646679569901 0.0010026988893481247
leaf_count=180 426 479 320 411 127 223 72 883
internal_value=0 -5.50904e-05 -0.000335585 4.89856e-05 0.000222943 -0.00010347 0.000133038 5.6167e-07
internal_weight=0 0.00890763 0.00241067 0.00649696 0.00303449 0.00346247 0.00210361 0.00202305
internal_count=3121 2941 799 2142 1436 706 295 1010
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=8
num_cat=0
split_feature=52 52 49 4 51 15 1
split_gain=1.49563e-05 3.552e-05 3.99293e-05 5.63993e-05 3.63749e-05 5.75924e-05 2.60197e-06
threshold=0.11434500000000002 0.070205000000000017 -0.080089999999999981 -0.034939999999999992 -0.0090899999999999991 -0.095869999999999983 0.11453000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.016703808957195389 -0.010068240765903224 0.016336802615158578 -0.023991727248155684 0.016431420685897858 -0.01857026643244401 0.013704348774168679 -0.011361500674712036
leaf_weight=0.0010139565542075304 0.0012722761389928018 0.0013548005100673111 0.0012042285499050381 0.0010742378980476653 0.0010020543476908545 0.0010773835285267093 0.0010007596463716354
leaf_count=220 501 562 695 432 214 371 126
internal_value=0 0.00163264 -0.00149343 -0.00493667 0.000586734 -0.0049392 -0.0149682
internal_weight=0 0.00772742 0.00637262 0.00535866 0.00415444 0.0030802 0.00200281
internal_count=3121 2620 2058 1838 1143 711 340
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=8
num_cat=0
split_feature=48 12 2 12 0 4 4
split_gain=5.49143e-05 5.89634e-05 7.93091e-05 6.77953e-05 5.92501e-05 5.22858e-05 0.000104794
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.096295000000000019 -0.019414999999999998 0.09173000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00043369588801571923 -0.00019440745294291731 -0.00053937946306969412 0.00026463089388833138 -0.00037903099401895372 0.00051617973184964845 -0.0003260719439914906 0.00063058424001840186
leaf_weight=0.001035810802704055 0.0013723742134968547 0.0016955122883268088 0.001560342089878925 0.0010541860478130891 0.0010598806630892745 0.0013021006223886532 0.0010410010092145733
leaf_count=180 234 671 1121 431 167 217 100
internal_value=0 -4.28192e-05 -0.000209088 5.10438e-06 0.000107248 -9.40376e-06 0.00016145
internal_weight=0 0.0090854 0.00431004 0.00261453 0.00477536 0.00371548 0.00241338
internal_count=3121 2941 2223 1552 718 551 334
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=7
num_cat=0
split_feature=4 151 4 2 13 0
split_gain=1.48856e-05 3.35929e-05 4.41272e-05 4.9671e-05 3.19953e-05 1.25209e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.0029599999999999995 0.082275000000000015 -0.084034999999999985 0.024095000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.013563716453593512 0.0076016380690516723 0.015911270490661107 -0.0026824008278133692 -0.030109048521919857 -0.012812067564328747 0.0029523702688226839
leaf_weight=0.0011345934985803139 0.001996632151893051 0.001166585738771994 0.0015095965420340422 0.0011737385561710969 0.0010035867033115721 0.0010117377957851864
leaf_count=456 352 396 165 466 1108 178
internal_value=0 -0.0021871 -0.00523399 -0.0146793 0.00273134 -0.00489797
internal_weight=0 0.00699984 0.00586525 0.00268334 0.00318191 0.00201532
internal_count=3121 2769 2313 631 1682 1286
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.57572e-05 5.12046e-05 3.7939e-05 5.87175e-05 7.50863e-05 7.88102e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00046021034323422616 -0.0004738694823852463 -0.00024278471981722212 -0.00025385853351040543 0.00052893533099050954 0.00042073585384214297 -0.00024040605925013789
leaf_weight=0.0010504515777278534 0.0010117992836116549 0.0018934825234772652 0.0015604492013380575 0.0016016707719128612 0.0010960119205039563 0.0018860636527449008
leaf_count=218 609 330 489 224 97 1154
internal_value=0 5.30887e-05 -1.18359e-07 7.46652e-05 0.000186505 2.58558e-06
internal_weight=0 0.00908813 0.00803768 0.0061442 0.00458375 0.00298208
internal_count=3121 2512 2294 1964 1475 1251
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=7
num_cat=0
split_feature=12 43 4 4 4 1
split_gain=1.41586e-05 5.60955e-05 4.45445e-05 5.38424e-05 2.79591e-05 4.63853e-05
threshold=0.051320000000000005 -0.04890499999999999 0.181285 -0.083854999999999985 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3
right_child=2 4 -4 -5 -6 -7
leaf_value=0.023258178643670965 -0.00031683939365809659 -0.0088189312438013961 0.0085071051721462478 -0.030071231097727264 -0.013992687162224175 0.018919339681939897
leaf_weight=0.0011218171052137516 0.0014611247069431991 0.0012915623151701322 0.0016386501086103587 0.0010417933548437694 0.001312948173942115 0.0011306004779501957
leaf_count=292 489 173 162 1649 203 153
internal_value=0 0.00364835 -0.00431015 -0.0127016 -0.00224134 0.00412855
internal_weight=0 0.00485693 0.00414157 0.00250292 0.00373511 0.00242216
internal_count=3121 821 2300 2138 529 326
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 4 2
split_gain=4.92703e-05 7.09697e-05 8.624e-05 5.79199e-05 7.18373e-05 4.56861e-05 3.77178e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 -0.074319999999999983 -0.0016099999999999997 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00040415530764406561 0.00035986523937504172 -0.00077418836023334747 -2.1091482063773341e-05 -3.2229533577523053e-05 0.00063469833285851034 -0.0003224377360056108 -0.00014996136227538295
leaf_weight=0.0010361043935220781 0.0010922560033997319 0.0010034082269371072 0.0014006856678550536 0.0012689531098474963 0.0012159519036284627 0.001768491463446399 0.0011404052560096722
leaf_count=180 797 162 637 218 242 417 468
internal_value=0 -4.76578e-05 -0.000335415 5.90011e-05 0.000294122 -8.702e-05 9.94545e-05
internal_weight=0 0.00889015 0.00240409 0.00648606 0.00248491 0.00400115 0.00223266
internal_count=3121 2941 799 2142 460 1682 1265
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=7
num_cat=0
split_feature=42 43 0 0 2 48
split_gain=1.42353e-05 2.4978e-05 4.87235e-05 3.19107e-05 5.42582e-05 3.33481e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10151999999999999 0.097845000000000015 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0096921127667445994 -0.0037502812621576266 0.012678397507652543 0.026635636829704108 -0.025808134426293722 0.0042509092151784087 -0.0084554576051651172
leaf_weight=0.0013000906557376719 0.0010960873245874007 0.0019757866607611413 0.0010176546536570315 0.0011855161834514565 0.0012169034242120761 0.0012001935903044195
leaf_count=862 847 258 194 553 280 127
internal_value=0 0.00162164 0.0108789 -0.0018861 -0.0105823 0.00469198
internal_weight=0 0.00769214 0.00211374 0.0055784 0.00240242 0.00317598
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=7
num_cat=0
split_feature=1 43 47 15 15 47
split_gain=1.50545e-05 5.4726e-05 2.8632e-05 3.711e-05 6.05775e-05 1.76979e-05
threshold=0.077565000000000009 0.070450000000000013 0.086380000000000012 -0.03241999999999999 -0.43375999999999998 0.11402500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.019085497545835384 -0.0042826049266251366 0.011242363041482552 -0.016606259977987568 -0.0039227607369619151 0.027098656318652232 0.0016133793594683356
leaf_weight=0.0014540286503139882 0.0010108199630831419 0.0010070949298481991 0.0010083506793438274 0.0017895270187739602 0.0015714326288774217 0.0011312728531179021
leaf_count=1424 168 212 172 676 337 132
internal_value=0 -0.0066753 0.00250562 0.00714466 0.0148145 -0.00697308
internal_weight=0 0.00246112 0.0065114 0.00437178 0.00258225 0.00213962
internal_count=3121 1636 1485 1181 505 304
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=7
num_cat=0
split_feature=15 15 52 15 2 3
split_gain=1.5752e-05 2.59624e-05 2.9292e-05 6.91394e-05 3.96358e-05 1.91909e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.088204999999999992 -0.03241999999999999 0.10097500000000002 -0.068334999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.010517701368307951 -0.012479660639929587 -0.010959915937931729 0.025305006797603165 -0.003226440577081666 -0.015944278286628307 0.016346023648364474
leaf_weight=0.0012264286920496224 0.0017285255422425797 0.0014475015705899905 0.0012587455065100118 0.001003525273187283 0.0012871681924748464 0.0010003205965961235
leaf_count=253 373 599 479 1110 191 116
internal_value=0 -0.00168175 0.00143041 0.00537238 -0.00225144 0.00654414
internal_weight=0 0.00772579 0.00599726 0.00454976 0.00329101 0.00200385
internal_count=3121 2868 2495 1896 1417 1226
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=8
num_cat=0
split_feature=50 15 16 48 16 48 1
split_gain=6.74507e-05 4.72172e-05 4.52386e-05 7.22493e-05 6.82766e-05 6.31871e-05 3.41927e-06
threshold=0.079410000000000008 -0.24436499999999997 -0.094359999999999986 0.016865000000000002 0.16703000000000004 0.085845000000000019 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00044716081757233497 -0.0004838574597662751 9.8431210322072902e-05 0.00023475927022374894 0.00053447214028769468 -0.00030566070645677754 -0.00057493509954153706 -6.3219722718630376e-05
leaf_weight=0.0010286683546079983 0.0010047255314096044 0.0010100950495812782 0.0019076791385495004 0.001206238743699736 0.0016995739009595648 0.0010527730176079463 0.0010022514037756345
leaf_count=218 609 263 1094 372 373 110 82
internal_value=0 5.2072e-05 4.87404e-07 0.000119051 -1.98621e-05 -0.000185707 1.79208e-05
internal_weight=0 0.00890728 0.00787861 0.00481349 0.00360725 0.00306512 0.00201235
internal_count=3121 2512 2294 1839 1467 455 345
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=8
num_cat=0
split_feature=52 13 15 15 51 0 2
split_gain=1.43473e-05 3.0818e-05 3.70301e-05 7.77874e-05 4.31534e-05 6.32449e-05 2.12831e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.095869999999999983 -0.084389999999999979 -0.11013499999999998 0.095545000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.016683576141702086 -0.0098841931669536778 0.014708441283135225 -0.028746932555120043 -0.01643252427580455 0.026102320160185429 -0.01297626770394281 0.0072318922320227658
leaf_weight=0.001153310350836813 0.001263848409992629 0.0012144214025062681 0.0010697305905370573 0.0010265500387522776 0.0011355945254215767 0.0010797814125023371 0.0010074193909498622
leaf_count=148 501 224 225 407 161 1197 258
internal_value=0 0.00161302 -0.00104727 -0.00464453 0.00142301 0.00711049 -0.00322249
internal_weight=0 0.00768681 0.0065335 0.00531908 0.00424935 0.0032228 0.0020872
internal_count=3121 2620 2472 2248 2023 1616 1455
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=7
num_cat=0
split_feature=133 43 3 3 1 0
split_gain=1.49453e-05 4.28134e-05 4.06416e-05 2.87309e-05 6.51422e-05 4.0806e-05
threshold=0.088525000000000006 -0.074359999999999996 -0.075944999999999985 -0.116045 0.094465000000000007 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.0018268633178328026 -0.011443248663439659 0.0082465123720855335 0.027781247337714945 -0.024803183036084475 -0.0095870800347254235 0.016404564563156917
leaf_weight=0.0015033649461036788 0.0010134008336581636 0.0014912450087271149 0.0010077452289023912 0.0014581462461675529 0.0013675363427241433 0.0010818858942192623
leaf_count=628 713 207 236 927 116 294
internal_value=0 0.00145525 0.0122427 -0.00356225 -0.00806882 0.00189318
internal_weight=0 0.00790992 0.00251111 0.00539881 0.00390757 0.00244942
internal_count=3121 2408 864 1544 1337 410
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=5.78567e-05 8.51369e-05 4.1196e-05 5.8049e-05 4.41996e-05 7.42003e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0005732832677768678 -0.00043864710743024386 -0.00027711682078788649 -0.0002986020052331218 0.00041597595087852735 0.00041348339492741659 -0.00021462516935980022
leaf_weight=0.0010555354404627659 0.001038832103425427 0.0018345230588446646 0.0013656518371413951 0.0016789106941702122 0.0011562079522864372 0.0019303267186522503
leaf_count=218 615 329 400 237 111 1211
internal_value=0 5.00069e-05 -1.93332e-05 5.77998e-05 0.000159935 2.06627e-05
internal_weight=0 0.00902116 0.00796562 0.0061311 0.00476545 0.00308653
internal_count=3121 2506 2288 1959 1559 1322
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=7
num_cat=0
split_feature=11 43 0 2 43 15
split_gain=1.4768e-05 3.44494e-05 4.63063e-05 4.3044e-05 6.2497e-05 4.9615e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.053834999999999994 0.089885000000000007 0.05259500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.022698147569393125 -0.011174274890568492 -0.016524881117322358 -0.0039261275997560146 0.0067227711261631509 0.023439530043645736 -0.02157424783824629
leaf_weight=0.0014596533805822129 0.001045635345365452 0.001661059325221093 0.0011824590783645994 0.0014249288473566183 0.0010514547453015087 0.0010963968528143841
leaf_count=1178 208 823 208 211 230 263
internal_value=0 0.00147427 0.0107826 -0.00322472 0.0029588 -0.00558217
internal_weight=0 0.00787595 0.00264211 0.00523384 0.00357278 0.00252133
internal_count=3121 2913 1386 1527 704 474
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=7
num_cat=0
split_feature=12 0 4 4 4 4
split_gain=1.44991e-05 4.57453e-05 4.03558e-05 4.63898e-05 3.28988e-05 8.71437e-05
threshold=0.051320000000000005 -0.019414999999999998 0.181285 -0.083854999999999985 0.09173000000000002 0.0049200000000000008
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.011219447413633555 -0.00086528023778434458 0.021812006543356043 0.0078573796241033656 -0.028654125703663227 -0.01389974032260222 0.027634298904152189
leaf_weight=0.0013317236985829891 0.0014446617001512422 0.0010827559271200347 0.0016271410877582125 0.0010283530272104529 0.0013642086644420001 0.0010189319164644901
leaf_count=259 489 190 162 1649 260 112
internal_value=0 0.00372501 -0.00437338 -0.0124207 -0.00154673 0.00562237
internal_weight=0 0.00479762 0.00410016 0.00247301 0.00371486 0.00235066
internal_count=3121 821 2300 2138 631 371
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=8
num_cat=0
split_feature=50 15 51 43 43 48 0
split_gain=6.89498e-05 8.49366e-05 4.13579e-05 6.19243e-05 7.15441e-05 6.65358e-05 0.000118235
threshold=0.079410000000000008 -0.24436499999999997 -0.031924999999999995 -0.14968999999999996 -0.00045499999999999995 0.085875000000000021 -0.098289999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00057697866649788912 -0.00048480996241623926 -0.00029235583166184383 0.0004560283384431242 -0.00047049496446138148 0.00068297789092435033 -0.0002734814649216827 -0.00014830269296326319
leaf_weight=0.0010577015214486849 0.0010119381312030289 0.0016355101786076076 0.0012112333033335344 0.0011377438021659527 0.0013159009182374276 0.0013094719024830683 0.0013154078003240329
leaf_count=218 609 524 172 1001 144 147 306
internal_value=0 5.50721e-05 -1.45813e-05 5.76478e-05 -3.73664e-05 8.76822e-05 0.000267415
internal_weight=0 0.00898297 0.00792527 0.00628976 0.00507852 0.00394078 0.00263131
internal_count=3121 2512 2294 1770 1598 597 450
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=8
num_cat=0
split_feature=133 3 49 0 15 2 2
split_gain=1.57451e-05 3.11081e-05 4.72892e-05 4.12672e-05 6.26133e-05 2.09484e-05 1.93141e-05
threshold=0.088525000000000006 -0.13927999999999999 -0.006494999999999999 -0.053834999999999994 -0.11713499999999999 0.082850000000000021 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -3
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.014803360329468924 -0.011740618196320466 -0.023612413769317095 -0.0096724887233739665 -0.01117877115016939 0.010337503563945387 0.030381672163099806 -0.0045742528205913431
leaf_weight=0.0014377413092984542 0.0010130435111028431 0.0010159686193083359 0.0010180684172708594 0.0011998233164278661 0.0010205698377613991 0.0010660419335617637 0.0011206515611854409
leaf_count=270 713 264 243 217 383 824 207
internal_value=0 0.00150355 -0.00146514 0.0045716 0.0106584 0.020578 -0.0136269
internal_weight=0 0.00787886 0.00644112 0.0043045 0.00310468 0.00208661 0.00213662
internal_count=3121 2408 2138 1667 1450 1207 471
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=9
num_cat=0
split_feature=48 150 52 4 160 1 4 13
split_gain=8.30854e-05 7.81277e-05 5.06762e-05 8.16951e-05 3.90905e-05 3.84628e-05 4.20614e-05 1.85647e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.0057249999999999992 -1.0000000180025095e-35 0.11588000000000001 -0.0024449999999999997 -0.053889999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -6
right_child=1 -3 4 -5 5 -7 -8 -9
leaf_value=0.00051303045827305756 -0.00014549337464601791 -0.00052528375090056989 -0.00044506999274720603 0.00059879040198661433 0.00025832921190762541 0.00030920618768258022 -0.00036215246180556555 -0.00011827939844933019
leaf_weight=0.0010598773221560812 0.0010630517429600474 0.0012362421434730956 0.0010077986184719168 0.0012150684789392708 0.0010031516166224353 0.0010587931587776995 0.0015269664808736272 0.0010097979612328058
leaf_count=180 509 229 611 275 357 147 277 536
internal_value=0 -6.69803e-05 4.87775e-06 0.000251481 -9.53259e-05 -1.86801e-05 -0.000116751 6.94032e-05
internal_weight=0 0.00912087 0.00788463 0.00227812 0.00560651 0.00459871 0.00353992 0.00201295
internal_count=3121 2941 2712 784 1928 1317 1170 893
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=8
num_cat=0
split_feature=50 15 13 2 52 2 4
split_gain=9.23252e-05 4.62028e-05 5.08926e-05 8.04375e-05 7.82063e-05 6.5071e-05 6.4984e-05
threshold=0.086580000000000004 -0.24436499999999997 0.11596500000000001 0.116525 -0.087769999999999987 0.098260000000000014 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00043289095906649003 -0.0005519399016712665 -0.00044516186083975746 0.00032075057996864843 -0.00057742138665709615 0.00029524686932058046 0.00047357978113250928 -0.00027816662829331803
leaf_weight=0.0011281081931797899 0.0010516546769620905 0.0010982245962632524 0.0016287210214650611 0.0010039139937013317 0.0013596297619712092 0.0014924597958817423 0.0017225121278395602
leaf_count=219 579 481 158 208 921 241 314
internal_value=0 6.05573e-05 9.98426e-06 -6.58239e-05 2.47129e-05 0.000137516 -2.52159e-05
internal_weight=0 0.00943357 0.00830546 0.00667674 0.00567283 0.0045746 0.00308214
internal_count=3121 2542 2323 2165 1957 1476 1235
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=7
num_cat=0
split_feature=11 13 12 0 48 1
split_gain=1.56336e-05 3.13648e-05 4.94893e-05 5.9228e-05 5.41337e-05 4.76067e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 -0.026509999999999995 0.086260000000000017 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0024282990091873784 -0.011474066513364748 0.0069989750248709362 -0.016945642812543276 0.024569400118389692 -0.020399035090657033 0.027438011591937945
leaf_weight=0.0011161816162753083 0.0010495853110386475 0.0019109383533255911 0.0016510755497119133 0.0010107287318152896 0.001158269538767011 0.0010227401070519876
leaf_count=545 208 279 1452 170 151 316
internal_value=0 0.00151882 -0.0023379 0.00357359 -0.00334059 0.0118525
internal_weight=0 0.00786993 0.00573101 0.00407994 0.00306921 0.00213892
internal_count=3121 2913 2052 600 430 861
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=7.70506e-05 6.32692e-05 4.40893e-05 5.89877e-05 5.96344e-05 8.40385e-05
threshold=0.07826000000000001 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.11242999999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0005053855462856631 -0.00052104834518765231 -0.00027620404352185019 -0.00028910634236717521 0.00049453975615231015 0.00043603442143656709 -0.00022452605769940134
leaf_weight=0.0010485097669064658 0.0010000021368436326 0.0018064135907878108 0.0013444821104265925 0.0015298809314138991 0.001184068693124608 0.0019765513707690014
leaf_count=218 612 330 400 206 119 1236
internal_value=0 5.30218e-05 -7.46585e-06 7.29739e-05 0.00017676 2.29409e-05
internal_weight=0 0.00888991 0.0078414 0.00603498 0.0046905 0.00316062
internal_count=3121 2509 2291 1961 1561 1355
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=7
num_cat=0
split_feature=15 1 42 2 4 12
split_gain=1.44214e-05 2.48691e-05 4.16677e-05 4.13685e-05 4.87194e-05 5.2747e-05
threshold=-0.24436499999999997 0.12500000000000003 0.088915000000000008 0.11144000000000001 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.010030702763565628 0.016147708592152952 0.011690827416516619 -0.021435506724385496 0.017459904263565126 -0.017953495497306984 -0.01250216974189098
leaf_weight=0.0012321537022192824 0.0014949208616461293 0.0011862265953137951 0.001137747663253791 0.0010475334457146525 0.0016869310230259527 0.0011271340233998156
leaf_count=253 399 125 779 195 409 961
internal_value=0 -0.00162343 -0.00405538 -0.000363772 -0.00469679 0.00383208
internal_weight=0 0.00768049 0.00649427 0.00535652 0.00430899 0.00262205
internal_count=3121 2868 2743 1964 1769 1360
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 160 52
split_gain=6.19157e-05 8.63524e-05 7.44535e-05 8.21923e-05 5.09336e-05 6.66951e-05 7.01881e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.013324999999999998 -0.0094199999999999978 0.091275000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00046508117336501294 0.00057288952603767819 0.00055612992764217048 -0.0004967071172841186 -0.00029953595647851154 0.00052390238072255334 -0.0003462722556677139 0.00030962959751877481
leaf_weight=0.0010147385086254493 0.0010540065622052864 0.0010508555875940878 0.0011043499585006063 0.0019247535724111978 0.0010066486693585354 0.0014961933045137482 0.0010800532002700506
leaf_count=161 231 223 148 1314 368 613 63
internal_value=0 4.66776e-05 -2.57016e-05 5.36084e-05 -4.22723e-05 9.59313e-05 -7.12951e-05
internal_weight=0 0.00871686 0.00766285 0.0065585 0.00550765 0.0035829 0.00257625
internal_count=3121 2960 2729 2581 2358 1044 676
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=7
num_cat=0
split_feature=42 43 0 0 3 52
split_gain=1.5248e-05 2.57758e-05 5.42816e-05 3.17226e-05 4.53748e-05 3.72809e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.010122013822520756 -0.0044098352634810859 -0.0081028501590261551 0.027860413138859015 0.0027233174071863205 -0.024886658567893037 0.013924069770612384
leaf_weight=0.0012790637648848781 0.0010813359107479878 0.0013235256877812123 0.0010063648768485962 0.0012335744681635159 0.00115024784295619 0.0018319323412580781
leaf_count=862 847 145 194 143 690 240
internal_value=0 0.00167647 0.0111459 -0.00189245 -0.0105991 0.0046851
internal_weight=0 0.00762698 0.0020877 0.00553928 0.00238382 0.00315546
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=9
num_cat=0
split_feature=50 48 16 49 160 4 52 1
split_gain=8.16928e-05 5.72088e-05 0.000102937 8.10508e-05 7.06678e-05 5.7711e-05 0.000111145 3.94161e-05
threshold=0.086580000000000004 -0.032929999999999994 -0.094359999999999986 -0.006494999999999999 -0.027994999999999996 0.0052350000000000009 0.091275000000000009 0.10956
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -5
right_child=-2 2 4 7 5 -7 -8 -9
leaf_value=0.00048600955181965462 -0.00053184011858264002 -0.00071535103083048143 0.00059708439882464627 -0.00033522282974538404 -0.0005606019000108821 0.00035538339220413697 0.00030873346778252599 0.00019639915011087522
leaf_weight=0.0010424070088631285 0.0010183305577948056 0.0010685773544044644 0.0011739065349505992 0.0010161638301739565 0.0011948891401505454 0.0014149347025361175 0.0010733280433813572 0.0011352286819715607
leaf_count=176 579 94 457 284 917 203 228 183
internal_value=0 5.37105e-05 -2.08128e-06 -0.000273944 0.000178149 4.46247e-05 -0.000149229 -5.4701e-05
internal_weight=0 0.00911944 0.00807703 0.00321997 0.00485706 0.00368315 0.00226822 0.00215139
internal_count=3121 2542 2366 561 1805 1348 1145 467
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=8
num_cat=0
split_feature=50 15 12 133 3 0 49
split_gain=7.89809e-05 5.50112e-05 4.74023e-05 4.38519e-05 0.000102794 5.76868e-05 8.17508e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.029094999999999999 1.0000000180025095e-35 -0.12018999999999998 -0.10607499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00047780879250665251 -0.00052329379208464579 -0.00035498848773524307 0.00061831394065098918 -0.00028735539830825843 -0.0001450062016809628 -0.00030642319117208544 0.00056317765830569066
leaf_weight=0.001048869671932625 0.001007130365701602 0.0012227057791531952 0.0013042382506254294 0.0011217551250529128 0.0014081449410952226 0.0015871553181718324 0.0011292969882145008
leaf_count=218 609 219 205 727 134 911 98
internal_value=0 5.62972e-05 -5.78427e-07 6.55743e-05 0.0001385 -1.32222e-05 0.000170173
internal_weight=0 0.00882217 0.0077733 0.00655059 0.00542884 0.0041246 0.00253744
internal_count=3121 2512 2294 2075 1348 1143 232
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=8
num_cat=0
split_feature=50 15 151 16 1 16 16
split_gain=8.79281e-05 0.000104612 5.30755e-05 5.61873e-05 7.4126e-05 4.91774e-05 1.32299e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.024429999999999997 -0.092484999999999984 0.10752500000000002 0.16703000000000004 -0.004174999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00061616349072529544 -0.00055306342183880446 0.00028023761730365776 -0.00068969756805986268 6.5031399877077219e-05 8.9889707554353442e-06 -0.00019712752149737194 0.00036924643056118078
leaf_weight=0.0011175239721664581 0.0010199222035248258 0.0017456612375607496 0.0011941495386690337 0.0010061246705704388 0.0011422113327874913 0.001925172774089236 0.0012113041904891512
leaf_count=219 579 428 333 827 59 409 267
internal_value=0 5.3268e-05 -2.32156e-05 -0.000104977 -0.00034812 3.21525e-05 0.000231213
internal_weight=0 0.00934215 0.00822462 0.00647896 0.00233636 0.0041426 0.00221743
internal_count=3121 2542 2323 1895 392 1503 1094
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 4 1
split_gain=9.21079e-05 7.46329e-05 3.83194e-05 7.06537e-05 7.54889e-05 6.67997e-05 2.13302e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00053839165436376027 -0.00055960974625460377 -0.00027838600349718744 0.00060092880664656522 -0.00036282913042645691 -0.00033401129150394527 3.1057099409703604e-05 6.6425052076785418e-05
leaf_weight=0.0011160625573176002 0.0010138742314171169 0.0015619278476968557 0.0017954579920115427 0.0012125178243926962 0.0010140866408016157 0.0014133425547438513 0.0010317937806328175
leaf_count=219 579 582 949 168 232 270 122
internal_value=0 6.3288e-05 -2.75227e-06 6.38175e-05 0.000162266 0.000349924 -0.00013206
internal_weight=0 0.00914519 0.00802913 0.0064672 0.00525468 0.0032088 0.00204588
internal_count=3121 2542 2323 1741 1573 1219 354
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=7
num_cat=0
split_feature=52 3 13 16 151 15
split_gain=1.5133e-05 2.82217e-05 5.54097e-05 4.07413e-05 6.20558e-05 9.06428e-05
threshold=0.15116000000000002 -0.13309499999999996 0.05868000000000001 0.071345000000000006 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0095044379570909561 -0.011611790887902372 -0.015693283351806937 0.025747594305123411 -0.01581630224404116 -0.010759429151017928 0.026153262039543247
leaf_weight=0.0018210389659687421 0.0010015684807265128 0.0010352050790709165 0.0010367692170159546 0.0011896898911322304 0.001040256935483169 0.0018453472968214977
leaf_count=291 377 366 199 385 301 1202
internal_value=0 0.00142984 0.00466896 0.000392725 0.00531102 0.0128463
internal_weight=0 0.00796831 0.00614727 0.0051105 0.00392081 0.0028856
internal_count=3121 2744 2453 2254 1869 1503
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=8
num_cat=0
split_feature=48 12 52 16 4 16 13
split_gain=6.28505e-05 7.98812e-05 7.21278e-05 5.80989e-05 6.36082e-05 5.71841e-05 4.34585e-05
threshold=-0.032929999999999994 0.095330000000000012 0.10024500000000001 0.071345000000000006 -0.0016099999999999997 0.052820000000000013 -0.011914999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -6
right_child=1 5 -4 -5 6 -7 -8
leaf_value=0.00045735387384743113 0.00036195177075223521 -0.00065685435401148539 0.00043160298288608991 -0.00046773314344356412 0.0001733150366217704 -2.6998036131283734e-05 -0.00033674785580948847
leaf_weight=0.0010391293649027545 0.0015663793829885017 0.0012302613387895017 0.0015116818631893446 0.0010469292185742588 0.001061846090902619 0.0010084433222964258 0.0016251359313696572
leaf_count=180 1039 416 432 315 328 239 172
internal_value=0 -5.18015e-05 5.38008e-05 -5.39512e-05 4.78978e-05 -0.00037313 -0.00013518
internal_weight=0 0.00905068 0.00681197 0.00530029 0.00425336 0.0022387 0.00268698
internal_count=3121 2941 2286 1854 1539 655 500
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=7
num_cat=0
split_feature=42 49 52 42 1 0
split_gain=1.56875e-05 2.64156e-05 2.86626e-05 5.9213e-05 0.000128033 1.92208e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.10744000000000002 0.084050000000000014 0.11039500000000001 -0.097734999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.010242550388809833 0.01213090547299395 0.026833466967316116 0.012785215190634171 -0.022149261992441348 -0.024466563250488103 0.0078611477986448627
leaf_weight=0.0012859449826896508 0.0018422570865941944 0.0010087761137689553 0.0011187699699226165 0.0014131022364692594 0.0011588843420543898 0.0011345499682740925
leaf_count=862 381 119 407 916 144 292
internal_value=0 0.00169178 -0.00160463 -0.00501881 0.00231176 0.0167906
internal_weight=0 0.00767634 0.00583408 0.00471531 0.00330221 0.00214333
internal_count=3121 2259 1878 1471 555 411
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=7
num_cat=0
split_feature=4 15 151 16 13 15
split_gain=1.87288e-05 5.04314e-05 4.14902e-05 6.74348e-05 3.24484e-05 2.91224e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.061684999999999997 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.013696766929503413 0.019343177003119882 -0.0079437927271845035 -0.027780750944744959 0.012147682741728425 0.004740607010118884 -0.016962114847676124
leaf_weight=0.0011940117356929909 0.001483371656757135 0.0012464511444342618 0.0011946560586395781 0.0013168160832014229 0.0011193362879502974 0.0013813076031877478
leaf_count=463 266 160 501 771 268 692
internal_value=0 0.00688381 -0.00305531 -0.00704607 -0.000557256 -0.00724756
internal_weight=0 0.00272982 0.00620613 0.00501212 0.00381746 0.00250064
internal_count=3121 426 2695 2232 1731 960
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=7
num_cat=0
split_feature=1 0 0 15 2 16
split_gain=1.58985e-05 2.77558e-05 5.00177e-05 4.2766e-05 4.19599e-05 2.58482e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.074479999999999977 -0.094549999999999981 0.10097500000000002 -0.06421499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2
right_child=5 2 4 -5 -6 -7
leaf_value=0.01142700094745234 0.016448800472126011 -0.0011853314435964176 0.013652994273603739 -0.027183230623416252 -0.011351190538484303 -0.0044447306540109383
leaf_weight=0.0011635008614732109 0.0013040662250334322 0.0011337463978827573 0.0016761749558436372 0.001431830770494108 0.0011192954088270817 0.0010845676095624535
leaf_count=108 241 336 345 1556 361 174
internal_value=0 -0.00257349 -0.005612 -0.0156946 0.00364142 0.00696202
internal_weight=0 0.00652455 0.00536105 0.00256558 0.00279547 0.00238863
internal_count=3121 2706 2598 1892 706 415
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=8
num_cat=0
split_feature=48 150 1 48 15 15 3
split_gain=6.51739e-05 5.1948e-05 3.98876e-05 8.96202e-05 7.36373e-05 6.75549e-05 6.52306e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -1.0000000180025095e-35 -0.10653 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.00046924123484487842 -0.0006821737437938477 -0.00043872718191549778 0.00056447134170514095 0.00038171866052287421 -0.00044672567235923825 -8.3004086583089731e-05 0.00016500490126362854
leaf_weight=0.0010145586308991606 0.001053748898290921 0.00117825695317902 0.0011191373452489799 0.0011581320585707664 0.0011013068557226993 0.0013878234041356464 0.0017119594063712792
leaf_count=180 604 229 232 391 640 154 691
internal_value=0 -5.58722e-05 4.01831e-06 -9.67652e-05 -0.000240066 0.000206037 -7.44687e-05
internal_weight=0 0.00871036 0.00753211 0.00502515 0.00386702 0.00250696 0.00281327
internal_count=3121 2941 2712 2326 1935 386 1331
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=8
num_cat=0
split_feature=48 12 3 2 3 52 4
split_gain=7.84187e-05 8.82694e-05 8.56692e-05 7.14574e-05 9.09684e-05 7.33997e-05 0.000124643
threshold=-0.032929999999999994 0.09334000000000002 -0.10831999999999999 0.10222000000000002 0.10893000000000001 -0.087284999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00050290596590502924 -0.00056069634246486632 -0.00080893635353731662 -6.8600030568132065e-05 0.00077388065315393427 1.9118902601909486e-05 0.0004037298992490921 -0.00038632471259289291
leaf_weight=0.0010730442249603728 0.0010061345640773505 0.0010207707486153245 0.0014610771661304838 0.0010125983025330498 0.0015594572486094804 0.0017087002694466569 0.0013941327487755587
leaf_count=180 310 162 637 299 161 1019 353
internal_value=0 -5.73394e-05 -0.000373096 5.99571e-05 0.000316263 -0.00010048 4.87508e-05
internal_weight=0 0.00916287 0.00248185 0.00668102 0.00257206 0.00410897 0.00310283
internal_count=3121 2941 799 2142 460 1682 1372
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=8
num_cat=0
split_feature=50 3 16 0 2 42 3
split_gain=9.32673e-05 4.33483e-05 5.63552e-05 6.02098e-05 0.000113956 9.74548e-05 8.33704e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.36241499999999999 -0.053834999999999994 0.097220000000000015 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00033343966027168497 -0.00056695552095030509 -0.00032651751263453141 -0.00032861876478887451 -0.0006347116906326067 0.00026232877141828313 0.00074587478953442503 0.00036354570340814451
leaf_weight=0.0017114630301780492 0.001042392016271587 0.0016997848190154182 0.0012751448583612941 0.0010738488617096178 0.0011044530256978931 0.001022817141398155 0.0014075568837074726
leaf_count=264 579 310 697 120 154 879 118
internal_value=0 5.15729e-05 -1.20386e-05 7.88117e-05 -0.00017989 0.00023089 3.45453e-05
internal_weight=0 0.00929507 0.00758361 0.00588382 0.0021783 0.00370552 0.0026827
internal_count=3121 2542 2278 1968 274 1694 815
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=8
num_cat=0
split_feature=14 15 4 15 43 15 2
split_gain=6.34575e-05 0.000106525 5.23245e-05 6.76849e-05 4.80749e-05 3.91534e-05 0.000107657
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.05259500000000001 -0.016799999999999995 0.084415000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00047126125463624351 0.00062864241784384297 0.00048781643549071068 -0.00042402279457771116 -0.00044041309849463558 0.00026502136009486717 0.00048761599329024075 -0.0003127718507483749
leaf_weight=0.001004725560504848 0.001070004548316972 0.0010636130652354591 0.0011170715787108092 0.0012975496349032405 0.0013741571683750188 0.0010011813822254309 0.001821757932876433
leaf_count=161 231 223 148 672 312 478 896
internal_value=0 4.90496e-05 -3.17505e-05 3.50655e-05 -5.25747e-05 -0.000158491 -2.89069e-05
internal_weight=0 0.00874534 0.00767533 0.00655826 0.00549465 0.00412049 0.00282294
internal_count=3121 2960 2729 2581 2358 2046 1374
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=8
num_cat=0
split_feature=48 150 1 48 15 2 1
split_gain=5.91079e-05 6.55661e-05 4.18212e-05 0.000101416 7.08076e-05 5.82953e-05 6.78385e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -0.10653 0.10097500000000002 0.080585000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00044776356442920992 0.00018920870908720514 -0.00048033376379545066 0.00058143617304373576 0.00041199768235606688 -7.7407494019706625e-05 -0.00058135166624477194 -0.00046344613149556011
leaf_weight=0.0010184735780678017 0.0015384107647158434 0.0011843503269357075 0.0011479088789224565 0.0011932861626270169 0.0013824491385969668 0.00129395224305255 0.001017139740642644
leaf_count=180 1033 229 232 391 154 397 505
internal_value=0 -5.13136e-05 1.57801e-05 -8.74355e-05 0.00022148 -0.000242252 -7.05557e-05
internal_weight=0 0.0087575 0.00757315 0.00504279 0.00253036 0.0038495 0.00255555
internal_count=3121 2941 2712 2326 386 1935 1538
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=8
num_cat=0
split_feature=50 15 15 150 15 4 1
split_gain=9.6443e-05 5.10237e-05 3.83576e-05 4.88459e-05 5.54698e-05 8.42766e-05 6.51569e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.095950000000000021 -0.016799999999999995 -0.35136499999999998 0.077565000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00045932616042308001 -0.00058490570523464264 -0.00024729745255090078 -0.00032846501435298197 0.00047037858421753695 -0.00029871936557859287 4.83174803911819e-06 0.00064724021863500831
leaf_weight=0.0010557473829339989 0.0010091893182798814 0.0018435678029913123 0.0014391041639779849 0.0010055696985119059 0.001200058919716202 0.0011762632266231453 0.0012542894494048694
leaf_count=219 579 337 533 214 169 827 243
internal_value=0 5.44152e-05 4.3221e-07 7.56067e-05 -2.69566e-06 0.000126433 0.000336347
internal_weight=0 0.0089746 0.00791885 0.00607529 0.00506972 0.00363061 0.00243055
internal_count=3121 2542 2323 1986 1772 1239 1070
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=8
num_cat=0
split_feature=52 13 15 3 150 15 4
split_gain=1.45199e-05 3.13472e-05 4.72564e-05 2.98498e-05 5.04962e-05 8.11972e-05 1.21972e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.091184999999999988 -0.14098499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.0034791468893057564 -0.0098816663532221693 0.031007854051440294 0.025100828313937708 -0.01638448514697163 -0.017010520547673165 0.0042834359056918006 -0.011081706192323348
leaf_weight=0.0011164754227296378 0.0012843902430165043 0.0010233010848252552 0.0012007700525755393 0.0012133167123941913 0.0010961966290818281 0.0010283313153525079 0.0010382715515722799
leaf_count=462 501 315 314 133 158 191 1047
internal_value=0 0.00160158 0.0113307 -0.00257382 0.00142913 0.00797091 -0.00343609
internal_weight=0 0.00771666 0.00231725 0.00539942 0.0041861 0.0030899 0.0020666
internal_count=3121 2620 776 1844 1711 1553 1238
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=7
num_cat=0
split_feature=147 52 0 43 13 15
split_gain=1.71512e-05 3.91062e-05 4.32717e-05 3.4924e-05 2.94656e-05 2.31246e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.062294999999999996 -0.090299999999999991 -0.084034999999999985 -0.095244999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0060606447381170436 0.011139937729353719 -0.018584376817294045 -0.00326766211082909 0.020434109678658292 -0.0036112515234079179 -0.022904857568442905
leaf_weight=0.001451645445590764 0.0011918158211244321 0.0011711668389326902 0.0010160503114859426 0.001601648960480553 0.0014645235738347225 0.0010788521796617797
leaf_count=670 183 496 81 381 264 1046
internal_value=0 -0.00174194 0.00124099 0.0112344 -0.00530706 -0.0117952
internal_weight=0 0.00778389 0.00661272 0.0026177 0.00399502 0.00254338
internal_count=3121 2938 2442 462 1980 1310
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=7
num_cat=0
split_feature=1 43 4 47 150 0
split_gain=1.64065e-05 3.06347e-05 3.00514e-05 4.20845e-05 5.71065e-05 3.85038e-05
threshold=1.0000000180025095e-35 0.054355000000000007 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.016802371861042338 -0.01239964341161446 0.0060925409872984925 0.0083083411312514181 -0.0061788924596839594 -0.0059628267696661425 0.033952436111932195
leaf_weight=0.001381152576103402 0.0011152437931419784 0.0010131456479435981 0.0011686190963233645 0.0019447898576652792 0.0011615804963455018 0.0011734012996472483
leaf_count=1353 570 259 129 267 121 422
internal_value=0 -0.00711441 0.00255614 0.00561747 0.0121654 0.0211566
internal_weight=0 0.0023943 0.00656363 0.00544839 0.0035036 0.00234202
internal_count=3121 1612 1509 939 672 551
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=8
num_cat=0
split_feature=50 160 4 15 52 2 4
split_gain=9.33334e-05 5.95662e-05 4.64691e-05 5.84169e-05 4.70322e-05 9.09455e-05 0.000108636
threshold=0.086580000000000004 -0.027994999999999996 0.24564500000000003 -0.15026499999999995 -0.088614999999999985 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00038134560224111164 -0.00056567085808292307 -0.00047316662843732249 0.00053405974751340873 -7.3621394486247046e-05 0.00056269282977126792 -0.00042590131504150456 -0.00025425862865252553
leaf_weight=0.001714361230073437 0.0010491754803683825 0.0011801657270469742 0.0011000737929988756 0.0013602404387287683 0.0013924658546849789 0.0014102997557102807 0.0011366447261849069
leaf_count=626 579 513 148 144 701 197 213
internal_value=0 5.12781e-05 -2.3374e-05 0.000198089 -0.000129803 -2.6938e-05 0.000195535
internal_weight=0 0.00929425 0.00757989 0.00246031 0.00511958 0.00393941 0.00252911
internal_count=3121 2542 1916 292 1624 1111 914
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=8
num_cat=0
split_feature=1 15 3 43 52 4 2
split_gain=8.65781e-05 6.08356e-05 6.12049e-05 5.89723e-05 7.0618e-05 4.56875e-05 0.000107621
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.089325000000000015 0.076415000000000025 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.00070104315024854921 0.00054199807161752899 0.00044660883761318999 -3.5238934243110198e-05 -0.00043122474470886512 -0.00042728923376370953 0.00039000500609021093 0.00025534784883818519
leaf_weight=0.0010242572214298738 0.0010025896970068436 0.0010679730226367057 0.0011018838419930908 0.0015760701896647251 0.0014732317192934479 0.0012265472602878604 0.001981172658507203
leaf_count=204 169 158 169 1069 591 170 591
internal_value=0 -6.39923e-05 -0.000355987 2.07614e-05 -5.19239e-05 6.36749e-05 -4.88447e-05
internal_weight=0 0.00945114 0.00212614 0.00732499 0.00625702 0.00478379 0.00355724
internal_count=3121 2952 373 2579 2421 1830 1660
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=7
num_cat=0
split_feature=50 15 15 150 16 2
split_gain=6.72267e-05 4.50039e-05 4.6447e-05 5.69604e-05 6.2382e-05 6.76442e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00042931200052725304 -0.00048085116981290936 -0.00027269341597767951 -0.00031109193142479969 0.00050022155162369943 -0.00010451735930557577 0.0004488470153394889
leaf_weight=0.0010592331587363736 0.0010225964361828812 0.001855358918181429 0.0016966832049697704 0.0010372207083113689 0.0018557077570874087 0.0015660620240192835
leaf_count=218 609 330 901 206 500 357
internal_value=0 4.94783e-05 -7.43958e-07 8.12233e-05 -3.6839e-06 0.000148744
internal_weight=0 0.00907027 0.00801103 0.00615567 0.00511845 0.00342177
internal_count=3121 2512 2294 1964 1758 857
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=8
num_cat=0
split_feature=1 12 15 4 52 16 15
split_gain=9.70613e-05 7.05658e-05 5.81375e-05 0.000157721 6.45109e-05 4.39403e-05 9.56725e-05
threshold=0.13686500000000004 0.098810000000000023 -0.15914499999999995 0.09173000000000002 -0.088204999999999992 0.0039400000000000008 -0.091964999999999977
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00043519606951173019 0.00055986009051179556 -0.00039857857762104259 -0.00031254323420736919 -0.00064185615452841437 0.00053995347758753422 0.00049742611177305319 -0.00021200574457950507
leaf_weight=0.0011094589326088849 0.001064532533752151 0.0019380079404733583 0.0011270575141718274 0.0013729291539194199 0.0010461616146147047 0.0014125464242405526 0.0017200873017735794
leaf_count=195 169 439 497 216 188 213 1204
internal_value=0 -6.37703e-05 1.95426e-05 -4.95045e-05 0.000103771 0.000216055 7.23761e-05
internal_weight=0 0.00972625 0.00778824 0.00667878 0.00530585 0.0041788 0.00276625
internal_count=3121 2952 2513 2318 2102 1605 1392
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=7
num_cat=0
split_feature=11 43 2 0 43 3
split_gain=1.68051e-05 4.0424e-05 4.27459e-05 4.24987e-05 3.97006e-05 5.06881e-05
threshold=0.078340000000000007 -0.04890499999999999 0.089885000000000007 -0.053834999999999994 0.05259500000000001 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.022875632948347761 -0.011822026075444815 -0.016668710056792206 0.0095451617482752247 -0.002511098077628976 0.018888044039046994 -0.018640009407669245
leaf_weight=0.0014809235319376396 0.001067863479884054 0.0016855877948830067 0.0013145804164359904 0.0011887339097033062 0.001059665417257198 0.0012398631854206475
leaf_count=1178 208 823 326 208 230 148
internal_value=0 0.0015368 -0.00351808 0.0115715 0.00261526 -0.00413522
internal_weight=0 0.00796935 0.0052997 0.00266966 0.00361411 0.00255444
internal_count=3121 2913 1527 1386 704 474
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 13 1
split_gain=7.20858e-05 6.71592e-05 8.71167e-05 5.95256e-05 6.66687e-05 4.68759e-05 7.92134e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 -0.074319999999999983 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00048636645712773927 -0.00042548544287663177 -0.00067161654644217112 8.4602121830980865e-05 -3.2096550651779984e-05 0.0006118361771445379 0.00040538858976398517 -0.00026641663826706307
leaf_weight=0.0010265951262523913 0.0012294407726190951 0.0013505895225297505 0.0010341522580703047 0.001275081863370394 0.0011998454999856318 0.0012262161727009751 0.0015005636101299499
leaf_count=180 1018 479 320 218 242 448 216
internal_value=0 -6.26362e-05 -0.000343679 4.15778e-05 0.000280082 -0.000107626 3.56901e-05
internal_weight=0 0.00881589 0.00238474 0.00643115 0.00247493 0.00395622 0.00272678
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 13 1
split_gain=7.50532e-05 7.02211e-05 8.51391e-05 5.07642e-05 6.54813e-05 5.21709e-05 8.41603e-05
threshold=-0.032929999999999994 0.09334000000000002 0.052820000000000013 0.10222000000000002 0.11296500000000002 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00049505244656841794 -0.00043575643130389709 -0.00067060738445495326 7.1964271216829164e-05 0.00064931755911263288 2.3217725350807578e-06 0.00042654010874020206 -0.00026030588144576827
leaf_weight=0.0010284574858002099 0.0012083512616613101 0.0013728380109783117 0.0010458637136893454 0.0010004802161439909 0.0015077829247405927 0.0012599402896992917 0.0015053617852601986
leaf_count=180 1018 510 289 305 155 448 216
internal_value=0 -6.4403e-05 -0.000349514 4.19851e-05 0.000260391 -9.58781e-05 5.26382e-05
internal_weight=0 0.00890062 0.0024187 0.00648192 0.00250826 0.00397365 0.0027653
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 1
split_gain=1.97542e-05 4.64932e-05 4.76027e-05 3.41865e-05 7.57928e-05 3.67378e-05
threshold=0.12500000000000003 0.098810000000000023 1.0000000180025095e-35 -0.0083949999999999979 0.04735000000000001 0.078340000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.017363672454906921 0.0096861644007260606 -0.020461361564449613 -0.008407120239775261 0.010512190973299231 0.033520771234592711 -0.013638763654769813
leaf_weight=0.0011295472581165323 0.0016948239633036511 0.0011816889966512712 0.0013297682241373973 0.0016859164153030224 0.0010181661570146708 0.0010055286491177078
leaf_count=535 279 414 387 981 272 253
internal_value=0 -0.00229006 0.00119074 0.00534961 0.0102809 0.00148935
internal_weight=0 0.00735062 0.00616893 0.00503938 0.00370961 0.00269145
internal_count=3121 2842 2428 1893 1506 1234
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=8
num_cat=0
split_feature=50 3 0 2 16 15 3
split_gain=0.000147851 5.24468e-05 5.9374e-05 0.000101365 7.11215e-05 5.2026e-05 5.55645e-05
threshold=0.086580000000000004 -0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.27167499999999994 -0.0040799999999999994 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00037618103767561947 -0.00067403438146283723 -0.00022373783980216051 -0.00060455400305505749 0.00015986298809142032 -0.00016287705945502897 0.00060302494693911769 0.00042148404726147215
leaf_weight=0.001846334914092764 0.0011183985696260118 0.0015514997084325553 0.0013579846961437919 0.0013106147851834949 0.0013261619672020075 0.0012450384029391343 0.0011842476929389001
leaf_count=264 579 284 138 180 757 836 83
internal_value=0 7.83862e-05 9.44686e-06 -0.00022913 0.000129415 0.000275315 0.000112786
internal_weight=0 0.00982188 0.00797555 0.0026686 0.00530695 0.00375545 0.00251041
internal_count=3121 2542 2278 318 1960 1676 840
is_linear=0
shrinkage=0.00196078


Tree=6337
num_leaves=7
num_cat=0
split_feature=1 0 42 457 4 16
split_gain=2.05886e-05 3.19202e-05 2.52459e-05 3.46687e-05 4.79394e-05 3.51278e-05
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.045365000000000009 0.0082450000000000006 -0.27167499999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.021193003565586115 -0.020572200802767185 0.0018195672937048166 0.014717285587725049 0.015675564936230284 -0.0098280280707924161 0.012694743189562714
leaf_weight=0.0010364125496330695 0.0012819498029581085 0.0014404990931628312 0.0014156743011020248 0.001069205469605955 0.0012385391283039001 0.0015706383067994021
leaf_count=1561 488 75 532 152 155 158
internal_value=0 -0.00780957 0.00288765 -0.000357666 -0.00454791 0.00276467
internal_weight=0 0.00247691 0.00657601 0.00516033 0.00409113 0.00280918
internal_count=3121 1636 1485 953 801 313
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=8
num_cat=0
split_feature=147 11 13 3 12 16 4
split_gain=1.71204e-05 3.37711e-05 3.91099e-05 6.38494e-05 4.65012e-05 2.0895e-05 1.40376e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.097915000000000016 1.0000000180025095e-35 -0.040964999999999994 -0.029144999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.020681997828325777 0.01109467175929587 -0.018868111983514554 0.0027244597915290444 -0.021714951711336708 -0.012310521033243043 0.022420313203568455 0.0040279473178257957
leaf_weight=0.0010222143421603914 0.0011985801379025074 0.0010035236700532127 0.0011183115366506361 0.0014446934390263538 0.0012054320200701324 0.0010391303111939444 0.0010024620175340794
leaf_count=275 183 230 178 121 1391 216 527
internal_value=0 -0.00173842 0.000777603 -0.00413234 0.00342116 0.012211 0.0124362
internal_weight=0 0.00783577 0.00683224 0.00480757 0.00336287 0.00215744 0.00202468
internal_count=3121 2938 2708 1906 1785 394 802
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=8
num_cat=0
split_feature=1 12 12 0 4 3 1
split_gain=7.12157e-05 5.19298e-05 4.43609e-05 5.91178e-05 9.2563e-05 7.9625e-05 7.6615e-05
threshold=0.13686500000000004 0.098810000000000023 0.090455000000000021 -0.12333499999999999 -0.083854999999999985 0.11924500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-3.2415582209222111e-05 0.00048279986651832813 -0.00035403467409552466 0.00029953849155565525 7.9906863763766869e-05 -0.00064873191660863529 -0.00034196244597371403 0.00070431380528569038
leaf_weight=0.0011295730200052651 0.0010047703659063949 0.0019200221150116638 0.0015774901907666247 0.0013366670280031299 0.0013445775368583963 0.0010223824991573358 0.001044539995389238
leaf_count=152 169 439 646 399 1092 83 141
internal_value=0 -6.64777e-05 7.57982e-06 -7.07772e-05 -0.000285487 0.000109323 0.000321542
internal_weight=0 0.00937525 0.00745523 0.00587774 0.00268124 0.0031965 0.00217411
internal_count=3121 2952 2513 1867 1491 376 293
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=6
num_cat=0
split_feature=1 16 0 16 0
split_gain=2.11126e-05 2.48235e-05 2.34368e-05 4.06968e-05 4.93438e-05
threshold=0.077565000000000009 0.13751500000000003 -0.019414999999999998 -0.056919999999999991 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.018571530142313112 -0.0038471249199005051 0.0015013447720441065 0.01544193229954665 -0.011609290846167613 0.020374821049681094
leaf_weight=0.0011606115452944556 0.0019516323337968957 0.0013131570481740812 0.0012181107212395235 0.0019143432494580313 0.0014779400473125613
leaf_count=1390 200 246 269 520 496
internal_value=0 -0.00791619 0.00292446 7.11881e-05 0.00659108
internal_weight=0 0.00247377 0.00656203 0.00534392 0.00342957
internal_count=3121 1636 1485 1216 696
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=8
num_cat=0
split_feature=48 12 2 2 1 3 1
split_gain=6.06381e-05 6.14531e-05 7.26035e-05 8.06298e-05 5.81427e-05 7.19149e-05 4.83931e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.10327000000000001 0.10508500000000001 0.12178000000000001 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00045042287071072435 0.00012654245806712952 -0.00054030359599529219 0.00027795139956419523 -0.00042911029103516441 0.00071253305724355951 -1.1441194717576597e-06 -0.00043002499023008281
leaf_weight=0.0010188536875224878 0.0014456894010436904 0.0016911712695565303 0.0014893354317785329 0.0010623820869073476 0.0010250778817031065 0.0011539161894035515 0.0010275325917571444
leaf_count=180 190 671 1165 387 229 155 144
internal_value=0 -5.4581e-05 -0.000225239 -1.64267e-05 0.000101061 0.000334596 -0.000104691
internal_weight=0 0.0088951 0.00424289 0.00255172 0.00465222 0.00217899 0.00247322
internal_count=3121 2941 2223 1552 718 384 334
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=7
num_cat=0
split_feature=133 43 16 4 16 4
split_gain=1.82579e-05 3.51994e-05 4.75919e-05 2.92609e-05 5.87136e-05 3.98826e-05
threshold=0.088525000000000006 -0.074359999999999996 0.023255000000000001 -0.064804999999999988 -0.008904999999999998 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.0015087876634408449 -0.012588551429972878 -0.016333835976831478 0.025924110850628429 -0.018412618822078088 0.021854345289216134 0.00416284999353331
leaf_weight=0.0013549479087514205 0.0010277078133474745 0.001257716367238872 0.0011858891008826818 0.0013846837730311736 0.0010258636665085754 0.0017995542493209676
leaf_count=628 713 763 236 329 242 210
internal_value=0 0.00156963 0.011295 -0.00294965 0.00104872 -0.00565422
internal_weight=0 0.00800866 0.00254084 0.00546782 0.0042101 0.00318424
internal_count=3121 2408 864 1544 781 539
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 16 0
split_gain=6.74474e-05 5.9516e-05 6.21647e-05 5.03121e-05 6.70579e-05 5.33489e-05 8.99618e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.076599999999999988 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00038562570516797757 -0.00048159950605154901 -0.00045106838556188103 0.00021244391540983397 -0.00031685632223019811 -0.00042631134680165854 0.0005429860937649283 0.00044384901710093884
leaf_weight=0.0016900482369935814 0.0010047061451630311 0.0011053113025641017 0.0010990469225939201 0.0012899108429432927 0.0014865931268724082 0.0011919385139833633 0.0011138008948762283
leaf_count=625 609 269 394 135 793 162 134
internal_value=0 5.41113e-05 -2.27798e-05 5.38048e-05 -0.000154803 0.000203815 3.56295e-05
internal_weight=0 0.00897665 0.0072866 0.00618129 0.00258564 0.00359565 0.00240371
internal_count=3121 2512 1887 1618 1187 431 269
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=7
num_cat=0
split_feature=1 43 2 12 3 4
split_gain=1.61241e-05 2.80031e-05 2.20624e-05 5.04456e-05 4.59746e-05 3.48216e-05
threshold=0.077565000000000009 0.070450000000000013 1.0000000180025095e-35 0.10345000000000001 0.013900000000000001 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6
right_child=2 -3 4 -5 5 -7
leaf_value=-0.015862398941657856 -0.015940233343119319 0.0057648635732755237 0.02294641646916333 0.012672694445365659 -0.014327586183631566 0.0089058034843303227
leaf_weight=0.0014484969627828479 0.0015613837104172155 0.0010204730104963426 0.0012677099831884713 0.0010178346117102883 0.0010547334522150193 0.0016609837246969661
leaf_count=1424 636 212 386 91 186 186
internal_value=0 -0.00692343 0.00255688 -0.00464874 0.00722243 -0.000117608
internal_weight=0 0.00246897 0.00656265 0.00257922 0.00398343 0.00271572
internal_count=3121 1636 1485 727 758 372
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=7
num_cat=0
split_feature=12 51 2 160 43 0
split_gain=1.67442e-05 3.27165e-05 6.09549e-05 4.12819e-05 3.80344e-05 3.21227e-05
threshold=0.10016000000000001 -0.076794999999999988 1.0000000180025095e-35 1.0000000180025095e-35 -0.00045499999999999995 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.012676131858151444 -0.0086041895310078956 -0.016385044889472979 0.001982622623554686 -0.0056535498570104521 0.012492226148847162 0.036317114207119708
leaf_weight=0.0012351854117912233 0.0018185347304693397 0.0010722730974974315 0.0013401779005440197 0.0012595731656559069 0.0012593751356330431 0.0010277378860595859
leaf_count=456 440 531 835 353 128 378
internal_value=0 0.00213589 0.00520606 0.00994357 0.0153597 0.0231982
internal_weight=0 0.00719432 0.00595914 0.00488686 0.00362729 0.00228711
internal_count=3121 2681 2225 1694 1341 506
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=8
num_cat=0
split_feature=50 15 52 47 2 4 1
split_gain=8.80661e-05 4.75586e-05 5.21533e-05 5.87603e-05 7.13173e-05 6.81085e-05 3.63485e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00044483399177715498 -0.00054461564823139578 -0.00030927356606307141 0.00061179621525689679 -0.00030514484560516925 -0.00036841883884777019 3.1094343041109127e-05 0.00015423067069444464
leaf_weight=0.0010927657799332169 0.0010269278624103631 0.0015888451697731445 0.0018032945211178737 0.0011920886514380823 0.0010263672713398905 0.0013637900875045602 0.0010200289698670036
leaf_count=218 609 573 931 168 232 268 122
internal_value=0 6.11624e-05 8.71785e-06 8.75928e-05 0.000177394 0.000361738 -0.000107903
internal_weight=0 0.00908718 0.00799441 0.00640557 0.00521348 0.00316708 0.0020464
internal_count=3121 2512 2294 1721 1553 1199 354
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=8
num_cat=0
split_feature=50 484 147 16 1 52 43
split_gain=8.55039e-05 5.56822e-05 4.29869e-05 6.53767e-05 5.96871e-05 6.97693e-05 6.71786e-05
threshold=0.086580000000000004 0.084040000000000017 0.089025000000000007 -0.45661999999999997 0.094385000000000011 0.077655000000000016 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00044958056427612484 -0.00053921927115927772 0.00048698926486955674 0.00037731788796473598 -0.00040900534783056464 -4.7570207216409152e-05 0.00014863545219382767 0.00058162373953873729
leaf_weight=0.0013133722951273203 0.0010474519396343985 0.0010073148366840307 0.0010155841039412583 0.0017638033402287354 0.001349812467422712 0.0016882925235007073 0.0012627350685565557
leaf_count=195 579 322 111 740 279 663 232
internal_value=0 5.13826e-05 -8.94449e-07 -5.29554e-05 3.29386e-05 -0.000136284 0.000256541
internal_weight=0 0.00940091 0.0083936 0.00737802 0.00606464 0.0034521 0.00261255
internal_count=3121 2542 2220 2109 1914 1403 511
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=6
num_cat=0
split_feature=1 3 150 3 0
split_gain=1.66661e-05 2.29841e-05 4.71623e-05 6.14302e-05 2.11774e-05
threshold=0.077565000000000009 -0.13309499999999996 0.076925000000000007 0.095270000000000007 0.051010000000000007
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.017975794710654552 -0.0083825459803234387 0.012036830193565294 0.021797296672034186 -0.013649079511371518 0.00080445831238121028
leaf_weight=0.0010308719902050643 0.0014769245437224864 0.0019869250501142956 0.0013514306424563553 0.0017521737439249829 0.0014380385412225117
leaf_count=1561 254 736 262 233 75
internal_value=0 0.00260038 0.00578687 1.92744e-07 -0.00703707
internal_weight=0 0.00656745 0.00509053 0.0037391 0.00246891
internal_count=3121 1485 1231 969 1636
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=7
num_cat=0
split_feature=133 43 16 457 2 4
split_gain=1.59901e-05 3.48764e-05 4.37286e-05 2.83554e-05 3.89372e-05 5.01838e-05
threshold=0.088525000000000006 -0.074359999999999996 0.023255000000000001 0.045365000000000009 0.11510000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0010604473906056309 -0.011790454884547769 -0.026094952274877015 0.025229268819557407 0.011833646752676768 0.0086280888526231274 -0.00090164153825643488
leaf_weight=0.0013625580587706045 0.001024654622863475 0.0014493657112003603 0.0011811533358364835 0.0010385277310992168 0.0012242744929470916 0.0017397377510004156
leaf_count=628 713 968 236 141 238 197
internal_value=0 0.00147802 0.011147 -0.00303326 -0.00653164 -0.0123514
internal_weight=0 0.00799562 0.00254371 0.00545191 0.00441338 0.0031891
internal_count=3121 2408 864 1544 1403 1165
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=8
num_cat=0
split_feature=50 160 12 43 49 3 1
split_gain=9.9323e-05 5.51924e-05 6.71311e-05 4.71003e-05 5.07794e-05 0.000116065 0.000106924
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 -0.14968999999999996 -0.043469999999999995 -0.13309499999999996 0.094825000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00037762070824083908 -0.00059172025217035828 -0.00046781966107102563 0.00042817301630367099 0.00028211154652594243 -0.00070767370907297874 -0.00033908379431424757 0.00045508857769133658
leaf_weight=0.001659899061388628 0.0010170334478771291 0.0010879146501769658 0.0011003852596604821 0.0015196378415685882 0.0010145909231605013 0.0012537037995026408 0.0013575829667248226
leaf_count=625 609 269 156 183 136 977 166
internal_value=0 5.47535e-05 -1.83226e-05 5.9971e-05 -1.87701e-05 -0.000144872 7.37988e-05
internal_weight=0 0.00899371 0.00733382 0.0062459 0.00514552 0.00362588 0.00261129
internal_count=3121 2512 1887 1618 1462 1279 1143
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=8
num_cat=0
split_feature=50 15 15 150 16 0 52
split_gain=8.09818e-05 6.49443e-05 4.75713e-05 5.89137e-05 4.73791e-05 6.17498e-05 9.58722e-05
threshold=0.086580000000000004 -0.24436499999999997 -0.095869999999999983 0.097810000000000022 -0.013324999999999998 -0.053834999999999994 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00050397738728242159 -0.00053579843529801062 -0.00028110822454694416 -0.00027815964938977518 0.00050605069019445624 0.00049632712220230781 -0.00044764746846654498 0.00035743104607927203
leaf_weight=0.0010773845316061547 0.0010003154015628618 0.0018857790739819531 0.0016999655908442194 0.001016888463246721 0.0011342701029529619 0.0011919614498603496 0.0010875798228114162
leaf_count=219 579 337 919 206 562 258 41
internal_value=0 5.19836e-05 -8.76292e-06 7.50099e-05 -1.07037e-05 0.00012248 -6.35407e-05
internal_weight=0 0.00909383 0.00801644 0.00613067 0.00511378 0.00341381 0.00227954
internal_count=3121 2542 2323 1986 1780 861 299
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=7
num_cat=0
split_feature=159 47 4 52 2 4
split_gain=1.59175e-05 2.87298e-05 2.87751e-05 5.40813e-05 8.52144e-05 0.000103076
threshold=-1.0000000180025095e-35 0.10254000000000001 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.011680755762719236 -0.02487217250509148 0.014357531198769612 0.011469222548002362 0.02855620551698311 -0.018692192707827768 -0.011336941497455229
leaf_weight=0.0010396521717493919 0.0010611939612394884 0.0014226223042169868 0.0013886071952566885 0.0014920491668685609 0.0014880037675626774 0.0011444865928953677
leaf_count=509 576 202 283 1019 275 257
internal_value=0 0.00147251 -0.00131568 -0.00473915 0.000440833 0.0112391
internal_weight=0 0.00799696 0.00657434 0.00518573 0.00412454 0.00263654
internal_count=3121 2612 2410 2127 1551 1276
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=7
num_cat=0
split_feature=12 16 1 43 4 1
split_gain=1.56667e-05 3.92294e-05 7.03499e-05 3.52615e-05 3.00404e-05 5.00837e-05
threshold=0.051320000000000005 -0.16927999999999996 0.078340000000000007 -0.04890499999999999 0.09173000000000002 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.019451181586999291 0.006377705873361234 0.0022687067070439678 -0.032777162113334798 -0.0078160617981941644 -0.012923406279643579 0.021085185815331406
leaf_weight=0.0011130219792129183 0.0018390077853679687 0.0013002030103078676 0.0010238001536608302 0.0012700441791770093 0.001324686752232818 0.0011358505502479105
leaf_count=292 219 1430 651 173 203 153
internal_value=0 -0.0045349 -0.0131702 0.00383041 -0.000830055 0.00582855
internal_weight=0 0.00416301 0.002324 0.0048436 0.00373058 0.00240589
internal_count=3121 2300 2081 821 529 326
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=9
num_cat=0
split_feature=1 16 13 42 3 1 1 12
split_gain=8.28826e-05 4.61646e-05 7.76662e-05 0.000112764 6.62587e-05 0.000125249 6.42444e-05 6.1964e-05
threshold=0.13686500000000004 -0.5315899999999999 -0.085154999999999995 -1.0000000180025095e-35 0.097915000000000016 0.10089500000000001 0.086560000000000012 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 6 -5 -3
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.00043139646858103835 0.00052948439612522994 -0.0006460140403488731 -0.00047194266834701281 0.00036492686516630021 -0.00018756326667389037 0.00089372011871518837 -0.00026394453760746029 -1.2338194743808178e-05
leaf_weight=0.001136190125112564 0.0010129541838486749 0.0011164219804309392 0.001054721960665814 0.0016103613854094388 0.0011055745493054187 0.0011631485051317955 0.0010202421809657814 0.0012661332675849644
leaf_count=125 169 583 827 638 102 283 275 119
internal_value=0 -6.0618e-05 -1.00849e-05 0.000109635 0.000234837 0.000357932 0.000121028 -0.000309267
internal_weight=0 0.00947279 0.0083366 0.00595405 0.00489933 0.00379375 0.0026306 0.00238256
internal_count=3121 2952 2827 2125 1298 1196 913 702
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=7.00742e-05 5.90941e-05 7.73241e-05 5.24954e-05 8.55421e-05 7.98024e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00037813844788016045 -0.0004992029830805341 -0.0005156669032436844 0.0002681920768825775 -7.5576590218030316e-05 -0.00046090927077665654 0.00050948241146681582
leaf_weight=0.0016796770091180068 0.0010055068658246904 0.001073748584193417 0.0010527946673496032 0.0018522763951445865 0.0015003754966714119 0.0017368244131136304
leaf_count=625 609 269 279 179 908 252
internal_value=0 4.68947e-05 -3.02091e-05 5.46552e-05 -0.000160266 0.000207543
internal_weight=0 0.0088957 0.00721602 0.00614227 0.00255317 0.0035891
internal_count=3121 2512 1887 1618 1187 431
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=7
num_cat=0
split_feature=52 457 2 15 2 0
split_gain=1.67049e-05 2.77602e-05 3.34582e-05 8.44501e-05 7.06989e-05 2.6339e-05
threshold=-0.081429999999999989 0.045365000000000009 0.086950000000000013 -0.10203999999999998 0.11018500000000002 -0.14116499999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=0.0082487622969226685 -0.016436988746589287 0.013100920987891958 -0.026615267163066426 0.0220744461939716 -0.0093490934353131199 0.012521631183878055
leaf_weight=0.001913851106893045 0.0010371050304380529 0.0010076461885264246 0.0015949907262460361 0.0012626277822628048 0.0011621513493634446 0.0010464946202586593
leaf_count=771 154 180 765 858 96 297
internal_value=0 -0.00227623 -0.00481495 0.00470704 -0.0105721 0.00101363
internal_weight=0 0.00711102 0.00610337 0.00229973 0.00380364 0.00220865
internal_count=3121 2350 2170 1012 1158 393
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.54681e-05 3.59688e-05 4.91271e-05 3.28534e-05 4.80415e-05 5.07482e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.024833919121133079 -0.010490264987226113 0.02269254662789931 0.003766355487081618 0.018497868708861557 -0.013703574788800469 -0.0066073991670582109
leaf_weight=0.0010454367679276 0.0012239630959312124 0.0013374409802405017 0.0014114694545229085 0.0015470568962045574 0.0013754940419130157 0.0010593652530128282
leaf_count=306 630 1167 270 239 401 108
internal_value=0 0.00160388 -0.00840333 0.00622601 0.0011932 0.00974225
internal_weight=0 0.00777626 0.00245691 0.00531936 0.0037723 0.00239681
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=9
num_cat=0
split_feature=50 48 16 49 48 0 52 1
split_gain=8.59201e-05 5.85223e-05 9.08297e-05 9.62185e-05 9.41785e-05 7.99324e-05 7.77275e-05 4.44747e-05
threshold=0.086580000000000004 -0.032929999999999994 -0.094359999999999986 -0.006494999999999999 0.016865000000000002 -0.053834999999999994 0.096795000000000006 0.10828500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -5
right_child=-2 2 4 7 -6 6 -8 -9
leaf_value=0.00048437990897879648 -0.00054947025202779906 -0.00072965360172434594 0.00034830087644994692 -0.00031869765772092438 0.00061835098628795727 -0.00061755251241110102 0.00012264137723812341 0.00024260357559150104
leaf_weight=0.0010615528318370987 0.0010159947042079872 0.0011036088191077112 0.0015200499274693139 0.0010169430578193953 0.0012894054218150026 0.0010617286486524422 0.0011216589228038761 0.001163858303472029
leaf_count=176 579 94 1148 282 374 230 53 185
internal_value=0 5.09519e-05 -4.63498e-06 -0.000257883 0.000161958 3.05752e-06 -0.000237297 -1.91403e-05
internal_weight=0 0.00933881 0.00827725 0.00328441 0.00499284 0.00370344 0.00218339 0.0021808
internal_count=3121 2542 2366 561 1805 1431 283 467
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 43
split_gain=1.65055e-05 2.95235e-05 4.28891e-05 7.08614e-05 5.54645e-05 6.48036e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.011961499301172525 0.01448815216163106 -0.019520649171008334 0.024913158770352176 0.025111800699918377 -0.016908710998923531 -0.0073290664463753763
leaf_weight=0.0010292928259496197 0.0014340841900345076 0.0010842504239991606 0.0010622143854984341 0.00108627684545328 0.0017967639858495702 0.0015088795389047128
leaf_count=509 321 201 666 307 233 884
internal_value=0 0.00149437 -0.0013556 0.00225551 -0.0034288 0.00599139
internal_weight=0 0.00797247 0.00653839 0.00545413 0.00436786 0.00257109
internal_count=3121 2612 2291 2090 1783 1550
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=1.59408e-05 3.53771e-05 6.51037e-05 4.44145e-05 7.34323e-05 4.19326e-05
threshold=0.11669500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.014391643064203812 -0.011797161151640515 -0.0073316198367361016 0.025646326042629883 -0.010100586552698819 -0.022729632315384246 0.015839204700567856
leaf_weight=0.0011626385721263737 0.0010217318017823581 0.0010490351738253753 0.001394266549717367 0.0011832885052387001 0.001847632967896474 0.0013165647603642274
leaf_count=443 133 169 227 791 748 610
internal_value=0 0.00147161 0.0114872 -0.0029695 -0.00761235 0.00356078
internal_weight=0 0.00795343 0.0024433 0.00551012 0.00434749 0.00249985
internal_count=3121 2988 396 2592 2149 1401
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=8
num_cat=0
split_feature=50 15 160 12 1 0 13
split_gain=7.51447e-05 5.43332e-05 4.0387e-05 9.62014e-05 4.99822e-05 9.44392e-05 3.49862e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 0.095285000000000022 -0.15350499999999997 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0004573014161475599 -0.00050851737403681324 0.00030243873499500153 -0.00061059952617744642 0.00010767694503136976 -0.00024262089357103867 0.00051735068928677238 -0.0003295677408810385
leaf_weight=0.0011148833241545015 0.0010236456442131387 0.0013630715694445336 0.0010563861519075615 0.001221803640740626 0.0010143682458961939 0.0016533196474800569 0.0016587584392864854
leaf_count=218 609 532 191 313 81 274 903
internal_value=0 5.18773e-05 -4.85175e-06 -6.82707e-05 3.49887e-05 0.000228377 -0.000144108
internal_weight=0 0.00908259 0.00796771 0.00660464 0.00554825 0.00266769 0.00288056
internal_count=3121 2512 2294 1762 1571 355 1216
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=9
num_cat=0
split_feature=50 15 51 150 15 3 15 2
split_gain=7.55229e-05 4.85364e-05 4.30677e-05 3.83351e-05 0.000107769 9.58541e-05 6.40354e-05 3.68628e-05
threshold=0.079410000000000008 -0.24436499999999997 0.081440000000000026 0.084335000000000007 -0.016799999999999995 0.10542000000000001 -0.10091499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00043895983594199992 -0.0005147010085576831 -0.00013835379968477624 0.00034962188103345208 0.00029025951176569732 -0.00033071156511403469 0.00060024245585694168 -0.00077688965502708792 0.00016303099944426603
leaf_weight=0.0010882054308575797 0.0010101964709960725 0.001284326334910533 0.0011442050174992145 0.0010149796624688108 0.0013324938245169175 0.001034935180522817 0.001139602837671489 0.00103132852525339
leaf_count=218 609 254 230 268 802 53 455 232
internal_value=0 5.04921e-05 -2.46948e-06 -6.13879e-05 -0.000122685 0.00010259 -0.000438559 -0.000115293
internal_weight=0 0.00907008 0.00798187 0.00683767 0.00582269 0.00339876 0.00242393 0.00236382
internal_count=3121 2512 2294 2064 1796 1087 709 1034
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=7
num_cat=0
split_feature=42 160 16 4 1 1
split_gain=1.71466e-05 3.0936e-05 4.79159e-05 9.15566e-05 6.9111e-05 0.000132279
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.080924999999999983 0.094385000000000011 0.11039500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.010700019930688687 -0.0099508463359563887 0.036424996116822414 -0.012825015269980439 -0.018576097725709763 0.039834473096661695 -0.006191707906229295
leaf_weight=0.0012928033510567595 0.0017475763984671671 0.0010075267570644857 0.0011835800587447114 0.0011018777031748554 0.0010041930765366908 0.0016511170209447896
leaf_count=862 828 203 311 509 172 236
internal_value=0 0.00174633 0.0051829 0.00965616 0.00247783 0.0112146
internal_weight=0 0.00769587 0.00594829 0.00476471 0.00375719 0.00265531
internal_count=3121 2259 1431 1120 917 408
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=7
num_cat=0
split_feature=52 147 49 12 43 3
split_gain=1.59368e-05 2.68043e-05 3.74816e-05 4.76658e-05 4.39697e-05 6.40609e-05
threshold=-0.081429999999999989 0.08598500000000002 -0.006494999999999999 0.095330000000000012 -0.00045499999999999995 0.092670000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.008055990748574389 -0.020290682515337711 0.012926440782662117 -0.0094187459701871017 -0.019271190187635675 0.030574609458126137 -0.0026553239379758214
leaf_weight=0.0019142291865266369 0.0012341998025575292 0.0010003430855344345 0.0013969947377574111 0.0010779852438511381 0.0010983484268057308 0.001229620710255367
leaf_count=771 306 112 996 441 348 147
internal_value=0 -0.00223479 -0.00474698 -0.000752759 0.00460638 0.0130227
internal_weight=0 0.00703749 0.00603715 0.00480295 0.00372496 0.00232797
internal_count=3121 2350 2238 1932 1491 495
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=7
num_cat=0
split_feature=13 51 484 48 43 0
split_gain=1.46366e-05 2.83092e-05 3.49176e-05 2.70003e-05 5.25892e-05 4.87422e-05
threshold=-0.23438999999999996 0.08955500000000001 0.044540000000000003 0.086035000000000014 -1.0000000180025095e-35 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010290853409010363 -0.01083195267676818 -0.015690111095197988 0.018176544494457155 -0.015661908345061211 0.026170301729397494 -0.0021702702526533086
leaf_weight=0.0011908163614793099 0.0019337129382198167 0.0012067025687109894 0.0010001322948780212 0.0011638505942455002 0.0011534062504799318 0.0012806872193080233
leaf_count=169 1284 363 361 319 155 470
internal_value=0 -0.00161825 0.00098143 -0.00212747 0.00147893 0.011259
internal_weight=0 0.00773849 0.00653179 0.00553166 0.00436781 0.00243409
internal_count=3121 2952 2589 2228 1909 625
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=7
num_cat=0
split_feature=52 0 15 15 49 15
split_gain=1.44231e-05 6.81783e-05 4.72182e-05 7.73423e-05 7.0316e-05 8.54231e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.024640000000000006 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.017730685201104546 0.0089627019306555474 -0.025447386677003116 0.032905267923376877 -0.0043397113286298165 0.00052643917652838053 -0.034264943217679387
leaf_weight=0.0010764309102480963 0.0014870928756424099 0.0010492690665514911 0.0010861787029519585 0.0011455906670558417 0.0019634557998001309 0.0011017011244607222
leaf_count=230 553 127 306 942 390 573
internal_value=0 -0.0018271 0.00206159 0.013787 -0.00425688 -0.0119785
internal_weight=0 0.00742263 0.00637336 0.00223177 0.00414159 0.00306516
internal_count=3121 2568 2441 1248 1193 963
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=8
num_cat=0
split_feature=1 16 0 12 2 3 3
split_gain=8.39701e-05 4.48734e-05 6.33143e-05 8.62761e-05 7.33885e-05 6.99954e-05 4.76181e-05
threshold=0.13686500000000004 0.013515000000000001 -0.10607499999999999 0.084100000000000022 0.11389000000000002 0.090900000000000009 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -3
right_child=-2 6 3 -5 -6 -7 -8
leaf_value=-5.8261836858631624e-05 0.00054120067185666821 0.00035535517853822475 -5.0280229433973407e-05 -0.00078381813735871623 -0.00039108300052015024 0.00059842315487342176 -0.00014807129151116042
leaf_weight=0.0016455559400841472 0.001003264362582257 0.0017152872661644811 0.0013165386891709195 0.0011592895752266467 0.0012155782931986252 0.0010052736364436488 0.001247911263301537
leaf_count=269 169 562 364 1410 104 88 155
internal_value=0 -5.58596e-05 -0.000148931 -0.000393754 7.84033e-06 0.000190773 0.000143344
internal_weight=0 0.00930543 0.00634224 0.00247583 0.00386641 0.00265083 0.0029632
internal_count=3121 2952 2235 1774 461 357 717
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=7
num_cat=0
split_feature=1 42 16 52 16 15
split_gain=1.45867e-05 4.0765e-05 5.61056e-05 4.57122e-05 9.76219e-05 2.0128e-05
threshold=0.12500000000000003 0.075730000000000006 -0.29154999999999992 -0.049749999999999996 -0.008904999999999998 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.023757957560648746 0.0083943700585964193 -0.0036454438844222164 0.0096724106512096827 -0.032027597918506255 0.0093656818842087781 -0.023012771834734023
leaf_weight=0.0010296629832802816 0.001672744001902076 0.0010524932842876323 0.0017702043517182414 0.001162801689624733 0.0011171296374692672 0.0010947959045502021
leaf_count=145 279 590 489 645 120 853
internal_value=0 -0.00196833 0.00291464 -0.00238434 -0.0117456 -0.0135199
internal_weight=0 0.00722709 0.0050798 0.00405014 0.00227993 0.00214729
internal_count=3121 2842 1399 1254 765 1443
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=7
num_cat=0
split_feature=151 4 48 2 12 0
split_gain=1.4891e-05 4.41485e-05 3.67793e-05 5.24013e-05 4.55704e-05 4.57365e-05
threshold=-0.083274999999999988 0.36766000000000004 0.091545000000000015 0.10097500000000002 0.090455000000000021 -0.084804999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.011227949358840812 -0.022722571001220188 0.016666043226232424 0.012857387054703512 -0.02294785279798274 0.013518655332343324 0.0064622143845695385
leaf_weight=0.0010458035495486831 0.0011578386981421613 0.0015376774718501426 0.0012846903490352181 0.0013498668685680794 0.0014964554800696445 0.0010013792668720363
leaf_count=369 631 287 278 432 637 487
internal_value=0 0.00147681 -0.00223627 -0.00611011 0.000107264 -0.00918756
internal_weight=0 0.00782791 0.00629023 0.00500554 0.00365567 0.00215922
internal_count=3121 2752 2465 2187 1755 1118
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=8
num_cat=0
split_feature=48 12 0 13 52 15 3
split_gain=4.50593e-05 5.22044e-05 7.58621e-05 4.87275e-05 4.46527e-05 4.95549e-05 6.25748e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084319999999999992 0.091275000000000009 -0.026084999999999994 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00039263780107956422 0.00014166029101728863 -0.00025651355479522109 -0.0004887560679164224 0.00032905491385145898 0.00044397535951492921 0.00033823225097900315 -0.00049648374058822522
leaf_weight=0.0010078266026718541 0.0012133287506939632 0.0010623039867677859 0.0019293068183179234 0.0011249244545902357 0.0010974259690623234 0.0010777947601922685 0.0011513900910842039
leaf_count=180 303 624 271 1328 139 147 129
internal_value=0 -4.54324e-05 -0.000205341 4.46531e-05 9.95628e-05 -1.02312e-05 -0.000169054
internal_weight=0 0.00865647 0.00411654 0.00218723 0.00453994 0.00344251 0.00236472
internal_count=3121 2941 2223 1952 718 579 432
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=8
num_cat=0
split_feature=50 15 16 48 48 52 16
split_gain=7.62492e-05 4.23148e-05 4.15109e-05 7.45649e-05 6.44796e-05 6.32496e-05 0.000111499
threshold=0.079410000000000008 -0.24436499999999997 -0.094359999999999986 0.016865000000000002 0.085845000000000019 0.096795000000000006 0.071345000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00042208191317700796 -0.00051634231804698863 2.6900236868122071e-05 0.00017167269411583503 0.00053795483651714385 -0.00057903444781010126 0.00035886115394431382 -0.00067117806988768139
leaf_weight=0.0010453931143220279 0.0010128005966838832 0.0019958397418380919 0.0013553352617520847 0.0012029048355661513 0.0010204005275719569 0.0011215812201084393 0.0010877199055502162
leaf_count=218 609 345 814 372 110 288 365
internal_value=0 5.16814e-05 1.93508e-06 0.000115829 -0.000178089 -2.66192e-05 -0.000203589
internal_weight=0 0.00882917 0.00778378 0.00476754 0.00301624 0.00356464 0.00244306
internal_count=3121 2512 2294 1839 455 1467 1179
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=8
num_cat=0
split_feature=48 12 3 2 3 13 1
split_gain=3.82564e-05 5.17207e-05 8.10216e-05 4.30536e-05 6.54857e-05 4.27754e-05 7.79584e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.074479999999999977 0.10222000000000002 0.12178000000000001 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00036346331768137406 -0.00038149518383610289 -0.00060042523347212415 0.00013502002724559325 0.00056336569747530811 -8.0224563249797778e-05 0.00043197321889396284 -0.00024240233139178851
leaf_weight=0.0010185718565447069 0.0012014388233252743 0.0013482785904666093 0.0010053527747083332 0.0012826923566155771 0.0011553129536244042 0.0012089067983966808 0.001448982316029778
leaf_count=180 1018 479 320 322 138 448 216
internal_value=0 -3.82873e-05 -0.00028628 5.44002e-05 0.000258384 -7.44597e-05 6.43287e-05
internal_weight=0 0.00865096 0.00235363 0.00629733 0.00243801 0.00385933 0.00265789
internal_count=3121 2941 799 2142 460 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=7
num_cat=0
split_feature=150 150 0 15 1 47
split_gain=1.59884e-05 4.24122e-05 3.59256e-05 3.76516e-05 3.30971e-05 4.1985e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 0.092530000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.021987132346774591 -0.011731431732633212 0.020361761585329537 0.022464571754284911 -0.0012664862070061792 0.0084682326832262299 -0.016771061172741835
leaf_weight=0.001140249057994488 0.0010306109601079015 0.0010366466822892577 0.0010240077169645502 0.0019261615394409121 0.0016341425304510781 0.0011045824634916843
leaf_count=1748 124 296 218 282 301 152
internal_value=0 0.00151477 -0.00134616 0.0069706 -0.00767149 -0.00171128
internal_weight=0 0.00786579 0.00682914 0.00295017 0.00387897 0.00273872
internal_count=3121 2997 2701 500 2201 453
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=9
num_cat=0
split_feature=1 15 3 43 16 48 42 16
split_gain=9.00076e-05 8.33449e-05 6.87591e-05 4.49662e-05 7.16678e-05 0.00010377 8.28238e-05 7.06769e-05
threshold=0.13686500000000004 -0.11713499999999999 -0.03694999999999999 -0.20207499999999998 0.15891500000000003 0.086260000000000017 0.075730000000000006 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.00076262736673016467 0.00054136645847904829 0.00040408879658860247 -5.8834491171583568e-05 0.00016872147087321421 -0.00047361501453070827 -0.00042122550925639997 -0.000203675998519577 0.00083302033503085307
leaf_weight=0.0010662805538677034 0.0010275833598384311 0.0010578999181873345 0.001068534506135771 0.0015921003219205227 0.0011557255198644369 0.0012507047820126769 0.0011647400285760903 0.0010041037890490896
leaf_count=204 169 158 169 596 413 240 1008 164
internal_value=0 -6.99697e-05 -0.000410359 3.06035e-05 -3.34611e-05 6.80419e-05 0.000230748 0.000425645
internal_weight=0 0.00936009 0.00213482 0.00722527 0.00616737 0.00501165 0.00376094 0.0025962
internal_count=3121 2952 373 2579 2421 2008 1768 760
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=8
num_cat=0
split_feature=50 484 43 43 2 0 3
split_gain=7.19266e-05 5.25119e-05 3.02094e-05 5.4194e-05 3.33884e-05 8.70178e-05 0.000109778
threshold=0.079410000000000008 0.084040000000000017 -0.14968999999999996 -0.00067499999999999993 0.11389000000000002 0.010870000000000003 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00024607685258632963 -0.0004980991941078356 0.0004749102474699981 -0.00040066423764469641 -7.7505049103065124e-06 -0.00026284482595795533 -0.00027630647806367126 0.00081711128577465408
leaf_weight=0.0015367942167348455 0.0010172648800357157 0.0010028417914122621 0.0014037528431116034 0.0014960404921891554 0.0011271856891174282 0.0013830447089825393 0.001059707448192896
leaf_count=201 609 322 1170 391 201 125 102
internal_value=0 5.19327e-05 -1.04657e-06 -5.97473e-05 3.47188e-05 0.000119874 0.000334268
internal_weight=0 0.00900937 0.00800653 0.00646973 0.00506598 0.00393879 0.00255575
internal_count=3121 2512 2190 1989 819 618 493
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=9
num_cat=0
split_feature=50 484 42 16 16 0 42 52
split_gain=6.77798e-05 4.98632e-05 5.04084e-05 5.79003e-05 0.000121362 5.53955e-05 5.49304e-05 2.36069e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 -0.094359999999999986 0.16703000000000004 -0.18901999999999997 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -4 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.0003615772292304381 -0.00048597833408080591 0.00046328151224403783 -0.00050310428505390885 0.0003181063962288958 -0.00021446916992191788 0.00032609676314608165 -0.00027136819345864068 0.00072880657247851796
leaf_weight=0.0012529993332180854 0.0010026467448035108 0.0010042298706611124 0.0010059234726529365 0.0010345431662854639 0.001370896878172251 0.0012614021924145082 0.0011142222160805979 0.0011212806489961412
leaf_count=667 579 322 79 373 322 110 254 415
internal_value=0 5.09903e-05 2.58618e-07 6.58872e-05 0.000241663 -0.000117434 4.5872e-05 0.000531719
internal_weight=0 0.0091655 0.00816127 0.00690827 0.00352672 0.00338155 0.00237562 0.00215582
internal_count=3121 2542 2220 1553 1110 443 364 788
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=8
num_cat=0
split_feature=14 15 4 15 42 43 16
split_gain=6.21662e-05 0.000106984 6.38383e-05 0.000101175 4.39107e-05 9.66342e-05 5.19196e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00045755308931196855 0.00062882500234103065 0.00059675984831234559 -0.00045787443724726236 -0.00042628733466851189 0.0005137194910012447 -0.00043397756364931765 6.4147399264794519e-05
leaf_weight=0.0010218263164991177 0.0010883225033987412 0.0010732211418512114 0.0011326222816149438 0.0010307302554732369 0.0011446732828331576 0.0013996869691507178 0.0018918058494416723
leaf_count=161 231 223 148 706 330 748 574
internal_value=0 5.35091e-05 -2.80953e-05 4.63341e-05 -6.17214e-05 2.29844e-05 -0.000147677
internal_weight=0 0.00876106 0.00767274 0.00654012 0.0054669 0.00443617 0.00329149
internal_count=3121 2960 2729 2581 2358 1652 1322
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=7
num_cat=0
split_feature=159 151 4 47 16 16
split_gain=1.57286e-05 2.83549e-05 4.75694e-05 5.29398e-05 6.03945e-05 6.28834e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27834500000000006 0.092165000000000011 -0.094359999999999986 0.16703000000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.011715550764892807 -0.014013422942594292 -0.022523472382345672 0.021143991760178161 0.017678722675317959 0.014005124481691328 -0.016212993248320325
leaf_weight=0.0010207177708143065 0.0010291560967566962 0.0014032923847303604 0.0012842377948264535 0.0012809386982026334 0.0018393487062080495 0.0011007923664686666
leaf_count=509 381 319 262 180 1139 331
internal_value=0 0.00147188 0.00377868 -0.000186419 -0.0054551 0.00269142
internal_weight=0 0.00793777 0.00690861 0.00562437 0.00434343 0.00294014
internal_count=3121 2612 2231 1969 1789 1470
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=8
num_cat=0
split_feature=47 43 16 2 52 16 3
split_gain=1.69723e-05 3.94008e-05 6.44192e-05 3.93869e-05 4.79793e-05 4.57395e-05 4.102e-05
threshold=0.11669500000000001 -0.17390999999999998 0.15273500000000004 0.089885000000000007 -0.024714999999999997 -0.29154999999999992 -0.077774999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.019989651829647535 -0.012148344148098976 -0.018483187486511111 -0.022662025683809039 0.028179410271010792 0.015184930378828641 -0.013568430687949377 0.0073160010783023567
leaf_weight=0.0010097369051614291 0.0010229916886788171 0.0013091199758911432 0.0011592570614445017 0.0010354756320119247 0.0012189607512252925 0.0010130077820955802 0.0011644854367088226
leaf_count=200 133 1068 409 238 240 462 371
internal_value=0 0.00153979 -0.00116001 0.00318176 0.0103885 0.00213485 -0.00633785
internal_weight=0 0.00791004 0.00690031 0.00574105 0.00326744 0.00223197 0.00247361
internal_count=3121 2988 2788 2379 940 702 1439
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=8
num_cat=0
split_feature=50 3 15 15 3 2 4
split_gain=6.21251e-05 5.38068e-05 6.18143e-05 6.32704e-05 6.12496e-05 4.40508e-05 3.3498e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.10542000000000001 0.089885000000000007 -0.097604999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.00036629192116345783 -0.0004660175321362109 -0.00027753469065831165 0.00021241235244881006 -0.00055100364588876283 0.00052886697278156766 0.00021793033282674281 -0.00027932321889553846
leaf_weight=0.0016560011642317808 0.0010092792984398901 0.0013367062875789607 0.0010983824726286129 0.0012670533185929322 0.0011924188859224385 0.001425771619481128 0.001034026923440634
leaf_count=257 609 267 104 500 77 349 958
internal_value=0 4.69769e-05 -2.49242e-05 -0.000188214 0.000172975 -2.1815e-05 -2.60352e-05
internal_weight=0 0.00901036 0.00735436 0.00402953 0.00332483 0.00276248 0.00213241
internal_count=3121 2512 2255 1116 1139 616 1062
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=7
num_cat=0
split_feature=13 3 39 15 12 2
split_gain=1.86428e-05 3.81397e-05 5.39055e-05 3.73289e-05 6.92157e-05 5.72598e-05
threshold=-0.23438999999999996 0.11296500000000002 0.08568000000000002 -0.022504999999999997 0.09334000000000002 0.091055000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.011660998527790503 0.017155205076521265 -0.018000996534587744 0.02251071702065717 0.0025366638215867463 -0.012698669766759655 -0.028829675882379981
leaf_weight=0.0011835203557961881 0.001818062130950489 0.00122535082751285 0.0010063656603615427 0.0012342385613089398 0.0013557290831317243 0.0011013207368503605
leaf_count=169 648 100 284 1098 359 463
internal_value=0 -0.00181501 0.00122894 -0.0026585 0.00440271 -0.012254
internal_weight=0 0.00774107 0.00651572 0.00550935 0.00317379 0.00233556
internal_count=3121 2952 2852 2568 1007 1561
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=7
num_cat=0
split_feature=0 43 49 15 16 150
split_gain=1.7162e-05 3.89391e-05 5.01396e-05 4.78094e-05 4.65403e-05 8.78862e-06
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.055554999999999993 -0.095964999999999981 0.10314000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.018252051805487748 0.0084600236993605717 -0.01799366189872496 0.012590577734028949 0.021788995344136173 -0.016586410373053053 -0.0049167809498243745
leaf_weight=0.0012561450853614976 0.0018797764904834773 0.0010106622567001735 0.0011470901314462991 0.0015146390282415856 0.0010445055682504023 0.001045693462710415
leaf_count=295 252 368 355 1177 532 142
internal_value=0 -0.00229868 0.00117889 0.00812695 -0.00131506 -0.0113438
internal_weight=0 0.00701874 0.00576259 0.00370623 0.0021916 0.00205636
internal_count=3121 2869 2574 2064 887 510
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=7
num_cat=0
split_feature=52 16 13 42 12 2
split_gain=1.48123e-05 4.92651e-05 5.9457e-05 8.43615e-05 3.67616e-05 6.08703e-05
threshold=0.10744000000000002 0.24134000000000003 -0.010384999999999998 0.084050000000000014 0.091475000000000015 0.093175000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.030440102974676843 0.0090814483886933733 -0.022360434594695128 0.0025789892170227234 -0.0073617013355319122 0.010200113303394136 -0.026123861771265397
leaf_weight=0.0013443063851449155 0.0014874651116467425 0.0010113993342597506 0.0014791029170928565 0.0010526379066930305 0.0010274191206286211 0.0014762916293805323
leaf_count=525 553 407 400 828 225 183
internal_value=0 -0.0018557 0.00139497 0.0138391 -0.0060942 -0.0117588
internal_weight=0 0.00739116 0.00637976 0.00239694 0.00398281 0.00295539
internal_count=3121 2568 2161 1353 808 583
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=7
num_cat=0
split_feature=0 43 49 51 16 150
split_gain=1.4284e-05 3.12809e-05 3.90024e-05 3.87509e-05 3.62125e-05 7.84554e-06
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.025069999999999999 -0.083539999999999989 0.10314000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.016432995532460824 0.0077508495601668718 -0.016328383137909994 0.023760980298979037 0.010852934198623307 -0.012729586727236702 -0.0039520984149093372
leaf_weight=0.0012497851933565051 0.0018661553386127407 0.0010066843401890097 0.0010193148500140521 0.0015328916110449423 0.0011320008807301518 0.0010427638331103983
leaf_count=295 252 368 404 758 902 142
internal_value=0 -0.00209781 0.00102688 0.00717831 0.000835482 -0.0100313
internal_weight=0 0.00698344 0.00573366 0.00368421 0.00266489 0.00204945
internal_count=3121 2869 2574 2064 1660 510
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=8
num_cat=0
split_feature=48 150 52 4 43 1 48
split_gain=5.28336e-05 5.28575e-05 3.11435e-05 5.8957e-05 4.27114e-05 4.36528e-05 9.50887e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.0057249999999999992 -0.14968999999999996 0.094385000000000011 0.081805000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=0.00042201999146370637 -0.00013619742744445444 -0.00043529381586256843 0.00027007403257391609 0.00051200660596653993 -0.00039275509943525897 0.00034457691661056179 -0.00044657229537345216
leaf_weight=0.0010045124393425814 0.0010203885401112798 0.001198331473832066 0.0011073625578204736 0.0011446427811982239 0.0018081168422750234 0.0013846624437992968 0.0010102034178481444
leaf_count=180 509 229 171 275 1362 299 96
internal_value=0 -5.29899e-05 8.29483e-06 0.000206505 -7.25157e-05 -0.000162778 1.0854e-05
internal_weight=0 0.00867371 0.00747538 0.00216503 0.00531035 0.00420298 0.00239487
internal_count=3121 2941 2712 784 1928 1757 395
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=8
num_cat=0
split_feature=15 13 52 4 52 3 15
split_gain=1.39468e-05 3.90047e-05 5.60687e-05 4.47855e-05 5.76492e-05 1.79943e-05 1.6923e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.087769999999999987 -0.0016099999999999997 0.089325000000000015 -0.03694999999999999 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.016481775681539888 -0.021651872648218894 0.017531452531770016 0.028554034281552027 -0.015990807696975536 -0.0033883445505951343 0.0021176800545880683 0.002111189229667923
leaf_weight=0.0010403443561199249 0.0011076512111253016 0.0013297593326271773 0.0011812256929391661 0.0010497191427262069 0.0010830804346308317 0.0010402859668717406 0.0010165921124343875
leaf_count=222 581 167 903 302 486 262 198
internal_value=0 0.00217924 -0.00157467 0.00356052 0.0132751 -0.00718231 -0.00708491
internal_weight=0 0.00676803 0.00543827 0.00433062 0.00226431 0.00208063 0.00206631
internal_count=3121 2637 2470 1889 1389 484 500
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=8
num_cat=0
split_feature=50 15 12 133 3 16 3
split_gain=4.44861e-05 6.40057e-05 5.0475e-05 4.16966e-05 0.0001077 7.24424e-05 8.68396e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.029094999999999999 1.0000000180025095e-35 -0.12018999999999998 -0.25582999999999995 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00048307988016573703 -0.0003944475399402502 -0.00038011284162970917 0.00060002001071116475 -0.00029666610983299156 -0.00046365712621733072 -0.00019137482569346265 0.00045584118897691925
leaf_weight=0.0010900365522854187 0.0010207946496936003 0.0012811212971709628 0.0013351637290267941 0.0011478430701879648 0.0011304223250770394 0.0016903439148500472 0.0015081832888755656
leaf_count=218 609 219 205 727 116 879 148
internal_value=0 3.70329e-05 -2.30441e-05 4.41097e-05 0.000113169 -3.69895e-05 0.000113803
internal_weight=0 0.00918311 0.00809308 0.00681196 0.00566411 0.00432895 0.00319853
internal_count=3121 2512 2294 2075 1348 1143 1027
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=8
num_cat=0
split_feature=47 51 0 2 43 51 1
split_gain=2.48908e-05 4.19809e-05 5.78965e-05 7.05669e-05 4.20327e-05 3.49937e-05 2.31121e-05
threshold=0.11926500000000002 -0.076794999999999988 -0.10607499999999999 0.083995000000000014 -0.084004999999999982 0.035765000000000012 0.10984500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00032961275258286789 -0.0002944028523437934 0.00021342390370693545 -0.00040338834060604778 0.00041099684643966029 -9.0713511310837268e-05 8.7381168740871616e-06 0.00062466050023574137
leaf_weight=0.0010834008936472907 0.0010104125101486105 0.0010008207777519348 0.0015404451285025828 0.0011283538307206467 0.0014895064006015786 0.0011902111299084647 0.0011061725879424117
leaf_count=507 112 219 680 377 987 136 103
internal_value=0 3.10476e-05 8.34571e-05 -7.04051e-05 0.000125534 0.000277502 0.000429323
internal_weight=0 0.00853891 0.00745551 0.00415831 0.00261786 0.0032972 0.00210699
internal_count=3121 3009 2502 2044 1364 458 322
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=8
num_cat=0
split_feature=48 12 2 2 52 2 1
split_gain=4.98885e-05 5.98392e-05 7.39278e-05 6.1038e-05 5.8865e-05 4.56164e-05 7.61235e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.10327000000000001 0.10347000000000002 0.11215000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00040238877606391181 -0.00016632519855467053 -0.00053410722589292451 0.0002577995183731458 -0.00036227108376052884 0.00051897367419798492 -0.00034826749008079255 0.000516211344358951
leaf_weight=0.0010472469672283312 0.0014482309941967048 0.0017082894056870174 0.0014407853255030629 0.0010589366565295403 0.001020422613798241 0.0010965231565684174 0.0011095733651324874
leaf_count=180 176 671 1165 387 129 206 207
internal_value=0 -5.00984e-05 -0.000219723 -4.87589e-06 0.000102591 -1.36787e-05 0.000129759
internal_weight=0 0.00888276 0.00420801 0.00249972 0.00467475 0.00365433 0.0025578
internal_count=3121 2941 2223 1552 718 589 383
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 13 0
split_gain=4.65794e-05 0.000115673 5.98882e-05 8.8924e-05 4.11101e-05 5.24697e-05 3.50361e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.0039400000000000008 0.038215000000000006 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00040128831047608714 0.0006452024643783718 0.00055256085578742477 -0.00046283228381739183 -2.9032524060183648e-05 -0.000116498239753834 0.00042161765780427568 -0.00050094901826291743
leaf_weight=0.0010016552153696923 0.0010813608144807233 0.0010542887945582651 0.0011023252450168657 0.001236828698826983 0.001867724527686811 0.0011110815144354587 0.0011837207741393326
leaf_count=161 231 223 148 180 564 162 1452
internal_value=0 4.53886e-05 -4.04528e-05 3.16924e-05 -7.00134e-05 8.42166e-05 -0.000259814
internal_weight=0 0.00863733 0.00755597 0.00645364 0.00539936 0.00297881 0.00242055
internal_count=3121 2960 2729 2581 2358 726 1632
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.54324e-05 3.65157e-05 4.98994e-05 3.5243e-05 5.8575e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010155883480747807 -0.011139912548535039 0.021494124711707446 0.0074669540567283733 0.012218689057560976 -0.021130697651246429
leaf_weight=0.001286943641298958 0.0017185702216804735 0.0014553534806609628 0.0014732389025652708 0.0015658141372857527 0.0013938716821956052
leaf_count=862 828 482 588 180 181
internal_value=0 0.00168482 0.00542788 0.000153245 -0.00643605
internal_weight=0 0.00760685 0.00588828 0.00443292 0.00286711
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 52 4
split_gain=5.32144e-05 9.48502e-05 7.42415e-05 9.04314e-05 5.5824e-05 6.014e-05 5.4094e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.0039400000000000008 0.096795000000000006 0.00063500000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042804114830029727 0.00058282375144667669 0.00056327696843988886 -0.00049507495297518094 -0.00050840029566891502 -9.1390426754106937e-05 0.0004732269874015674 8.0237835244661383e-05
leaf_weight=0.0010263776695727802 0.0010988562159601409 0.0010894976194840101 0.0011391187148982983 0.0014955968592681042 0.0019174953190374173 0.0011665383704712237 0.0010025869700232034
leaf_count=161 231 223 148 1373 600 126 259
internal_value=0 4.34425e-05 -3.24396e-05 4.65501e-05 -5.4301e-05 0.000122177 -0.000272164
internal_weight=0 0.00890969 0.00781083 0.00667172 0.00558222 0.00308403 0.00249818
internal_count=3121 2960 2729 2581 2358 726 1632
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=7
num_cat=0
split_feature=49 52 3 2 43 151
split_gain=1.41465e-05 2.86654e-05 6.71854e-05 0.000105365 5.93575e-05 1.28172e-05
threshold=-0.043469999999999995 0.10744000000000002 -0.13309499999999996 0.10613000000000002 -1.0000000180025095e-35 -0.016164999999999995
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.015289714153920934 -0.025372217007635728 0.011052310138314241 -0.0027922656169764707 -0.023617261436667789 0.025406464111524418 -0.00053786998755194599
leaf_weight=0.001008984635057053 0.0012878968233248182 0.0013162508166801165 0.0015355837632071768 0.0012544665006632965 0.0014526258155905052 0.0010379766953406344
leaf_count=236 223 504 1171 351 447 189
internal_value=0 -0.00221094 -0.00536753 0.000705042 0.0109157 0.00726384
internal_weight=0 0.00684682 0.00553057 0.00424268 0.00298821 0.00204696
internal_count=3121 2696 2192 1969 1618 425
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=7
num_cat=0
split_feature=1 0 0 15 13 16
split_gain=1.4784e-05 2.79678e-05 4.36772e-05 4.272e-05 2.88252e-05 2.0031e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.074479999999999977 -0.094549999999999981 -0.036034999999999991 -0.06421499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2
right_child=5 2 4 -5 -6 -7
leaf_value=0.011533613353294581 0.014925821347559601 -0.00049437229586608833 -0.0095626748059296253 -0.02648984276791444 0.011402482481409104 -0.0034822896189022957
leaf_weight=0.0011634390649479772 0.0013215762484969618 0.0011345889716058476 0.0010799739064872372 0.0014276118365774909 0.0016697606085312041 0.0010695245028805723
leaf_count=108 241 336 326 1556 380 174
internal_value=0 -0.00250912 -0.00558481 -0.0149786 0.0031683 0.00669199
internal_weight=0 0.00647537 0.00531194 0.0025622 0.00274973 0.0023911
internal_count=3121 2706 2598 1892 706 415
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=8
num_cat=0
split_feature=48 12 2 12 0 4 4
split_gain=5.4134e-05 5.64871e-05 8.12581e-05 6.10795e-05 4.59567e-05 6.26844e-05 0.000112981
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.095780000000000018 -0.026509999999999995 0.09173000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00042755941850773182 -0.0002022555799482726 -0.0005534341257975577 0.00027316051843966961 -0.00035277297730412852 0.00046650150582271122 -0.00035581951692657517 0.00066872033029515433
leaf_weight=0.0010114118498075484 0.0012859282442999453 0.0016614249794608253 0.0014152870097328741 0.0010396822222978512 0.0010125545025489692 0.001274146866735641 0.0010322441411131211
leaf_count=180 232 671 1091 461 171 215 100
internal_value=0 -5.16521e-05 -0.000218555 8.07698e-06 9.75463e-05 -6.44983e-06 0.000185576
internal_weight=0 0.00872127 0.00411639 0.00245497 0.00460487 0.00359232 0.00231817
internal_count=3121 2941 2223 1552 718 547 332
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=8
num_cat=0
split_feature=1 16 1 47 16 3 52
split_gain=8.57642e-05 5.04365e-05 5.88205e-05 0.000134123 3.81281e-05 6.17589e-05 6.82581e-05
threshold=0.13686500000000004 -0.5315899999999999 0.10471500000000002 0.085770000000000027 -0.094359999999999986 0.090900000000000009 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00044081277168868616 0.00054157038834890881 -0.00041113894190299919 0.00053480513348763865 -0.00031911567516421633 -0.00047022891622240236 0.00034263667914259443 0.00016981951175100524
leaf_weight=0.0011477486078319615 0.0010252432306877201 0.0013577722389216782 0.0018908175034918126 0.0011296796541668882 0.0014985152584721824 0.0011867634620483236 0.0011189362476038747
leaf_count=125 169 384 316 125 1140 106 756
internal_value=0 -5.58887e-05 -1.89575e-06 0.000215435 -0.000129065 -2.83894e-05 -0.000196614
internal_weight=0 0.00933023 0.00818248 0.0030205 0.00516199 0.00380421 0.00261745
internal_count=3121 2952 2827 441 2386 2002 1896
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=9
num_cat=0
split_feature=50 3 15 16 1 3 0 52
split_gain=5.35895e-05 5.21916e-05 3.86485e-05 4.2079e-05 6.7419e-05 3.69714e-05 7.56812e-05 3.69492e-05
threshold=0.079410000000000008 -0.15447499999999995 -0.24436499999999997 -0.36241499999999999 0.094385000000000011 0.090900000000000009 -0.071924999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -6
right_child=-2 2 3 4 7 -7 -8 -9
leaf_value=0.0004601285670180056 -0.00043661826030029141 0.00034536034001447622 -0.00036709291917193688 -0.00070496722997509401 3.1089438225133319e-05 0.00011056022495250957 3.3298892434046149e-05 0.00052169966759523184
leaf_weight=0.0010066050140658993 0.0010117854689681753 0.0010110026523152977 0.001413880476605409 0.001032271087713427 0.0012453919610614182 0.0011686541133797135 0.0011056602025475142 0.0011218198163588013
leaf_count=176 609 199 223 1200 268 68 281 97
internal_value=0 3.90521e-05 -1.32845e-05 -6.44425e-05 1.09765e-05 -0.000169871 -0.000323163 0.000263589
internal_weight=0 0.00910529 0.00809868 0.00708768 0.0056738 0.00330659 0.00213793 0.00236721
internal_count=3121 2512 2336 2137 1914 1549 1481 365
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=7
num_cat=0
split_feature=2 13 2 12 15 16
split_gain=1.41276e-05 2.9959e-05 2.71248e-05 2.43849e-05 3.95489e-05 2.18358e-05
threshold=0.099185000000000009 -0.08971999999999998 0.091055000000000011 0.10345000000000001 -0.040439999999999997 -0.065999999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.016628910690647834 0.01642018504371957 0.0065032404110210267 -0.017753665756759546 0.01357149718705929 0.0062537209352608774 -0.012587555501979306
leaf_weight=0.0013962612774178098 0.0013690945473170436 0.0013311915703716753 0.0010538669774776428 0.0010269232620009941 0.0016453601097370357 0.0010894634476987673
leaf_count=553 200 279 413 121 1115 440
internal_value=0 0.00459771 -0.00345575 0.000247805 -0.00425059 -0.00208895
internal_weight=0 0.00378975 0.00512241 0.00406854 0.00304162 0.00242066
internal_count=3121 919 2202 1789 1668 719
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=7
num_cat=0
split_feature=48 3 12 3 1 4
split_gain=5.29459e-05 6.87498e-05 9.34475e-05 0.000107818 0.000135103 7.68853e-05
threshold=-0.032929999999999994 0.13524500000000003 0.09334000000000002 0.097915000000000016 0.094385000000000011 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00041365374017474321 0.00018782787587173986 0.00031746686939615812 -0.00050522190472595315 -0.00049231155304819269 0.0006699310711791404 -0.00043785375670266828
leaf_weight=0.001050115987834545 0.001762403096413546 0.001608429777997058 0.0019017476883519922 0.001332445724904277 0.0013173338527832186 0.0013210984005488061
leaf_count=180 776 171 779 94 348 773
internal_value=0 -5.09611e-05 -0.000128576 -3.64102e-06 0.000144314 -8.02398e-05
internal_weight=0 0.00924346 0.00763503 0.00573328 0.00440084 0.0030835
internal_count=3121 2941 2770 1991 1897 1549
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=9
num_cat=0
split_feature=14 15 4 15 42 43 2 4
split_gain=5.77687e-05 6.18181e-05 9.23204e-05 8.40797e-05 4.34402e-05 9.75537e-05 5.58879e-05 6.0793e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 0.10774000000000002 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00044834348934828761 0.00048697094775117255 0.00057176666583677799 -0.00052827326903736118 -0.00038903407931281908 0.00055502257521404942 -0.00063091989868309893 0.00026575349656618295 1.1196486702419909e-05
leaf_weight=0.0010168443511548849 0.001070083769456099 0.0010878401632895846 0.0011505981545610749 0.001024662938879776 0.0011349904032379832 0.0010442832816142016 0.001041246717548155 0.0012399731624655177
leaf_count=161 231 223 148 706 330 586 241 495
internal_value=0 4.52957e-05 -1.58972e-05 7.37938e-05 -2.49663e-05 5.86672e-05 -0.000110738 -0.000282357
internal_weight=0 0.00879368 0.00772359 0.006573 0.00548516 0.00446049 0.0033255 0.00228426
internal_count=3121 2960 2729 2581 2358 1652 1322 1081
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=7
num_cat=0
split_feature=52 457 0 16 1 12
split_gain=1.47692e-05 2.71516e-05 3.59064e-05 6.60563e-05 3.22415e-05 2.55931e-05
threshold=-0.081429999999999989 0.045365000000000009 -0.11756999999999999 -0.056919999999999991 0.111945 0.092255000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0077764914580704617 -0.02802841157913373 0.013102731020717793 0.024091678140113565 -0.012625094368912147 -0.0028212869396962944 0.0019630187951066888
leaf_weight=0.0019044563310292471 0.0010222011083523084 0.0010008655094907639 0.0010518878813172128 0.001911070504201585 0.001007586787046039 0.001038804398819163
leaf_count=771 177 180 838 627 115 413
internal_value=0 -0.00215087 -0.00468203 0.000813015 -0.0155156 0.0130966
internal_weight=0 0.00703242 0.00603155 0.00400176 0.00202979 0.00209069
internal_count=3121 2350 2170 1878 292 1251
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=8
num_cat=0
split_feature=376 133 43 3 1 16 16
split_gain=5.8069e-05 4.67297e-05 7.87795e-05 3.65366e-05 9.72485e-05 4.30067e-05 4.67393e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 -0.116045 0.094465000000000007 -0.27167499999999994 -0.040964999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00040264297562713283 0.00043435370792547454 -0.00043884057977394968 0.00015013550111344287 -0.00055910182086284688 -0.00028590275022053071 0.00049320460333029004 -0.00010353456190385163
leaf_weight=0.0014911677551633475 0.0010359050671824464 0.0010782882972323231 0.0017069474945900793 0.0017137112120627681 0.0011236662192526058 0.0010020877157311497 0.0010165339097646525
leaf_count=230 166 1026 213 986 142 126 232
internal_value=0 -5.55084e-05 -4.18777e-06 -9.66238e-05 -0.000183363 2.15539e-05 0.0001927
internal_weight=0 0.0091324 0.00805411 0.00656295 0.004856 0.00314229 0.00201862
internal_count=3121 2955 1929 1699 1486 500 358
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=8
num_cat=0
split_feature=48 3 2 1 3 3 43
split_gain=5.37432e-05 7.86369e-05 0.000160133 5.43744e-05 0.000113568 9.667e-05 2.88798e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 0.095270000000000007 0.090900000000000009 -0.09002499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=0.00042200863846613882 -0.00088163609935732108 -0.00055943524860179795 -0.00020803909320673514 0.00071937606858104403 -3.7356970336237717e-05 0.00023865816758927903 0.00025315779895842167
leaf_weight=0.001019950902117186 0.0011557806201138603 0.0011087716944591158 0.0010201276509408017 0.0012377785694875063 0.0019856992952706734 0.0012317021142496179 0.00106906825958142
leaf_count=180 513 526 295 361 226 83 937
internal_value=0 -5.3428e-05 -0.000296015 8.80522e-05 0.00025322 -0.000139429 2.79613e-05
internal_weight=0 0.00880893 0.00324498 0.00556395 0.00322348 0.00234047 0.0020892
internal_count=3121 2941 1745 1196 587 609 1232
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=7
num_cat=0
split_feature=42 43 0 0 2 2
split_gain=1.41186e-05 3.20616e-05 6.0018e-05 3.86701e-05 5.77679e-05 3.3395e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.063634999999999983 -0.10151999999999999 0.097845000000000015 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0096738319269894582 -0.0040912504347490573 0.013101756349845495 0.029807665231014698 -0.027492003508785025 0.0035954564677854977 -0.0079228775728310743
leaf_weight=0.0013003420634440993 0.0010903312537564017 0.0019289273771543347 0.0010025067459728753 0.0011976129100689716 0.0011933759363293337 0.0012418751081283057
leaf_count=862 847 241 194 553 280 144
internal_value=0 0.0015965 0.0121469 -0.0023735 -0.0119758 0.00486726
internal_weight=0 0.00765463 0.00209284 0.00556179 0.00239099 0.0031708
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=6
num_cat=0
split_feature=1 4 13 47 3
split_gain=1.34354e-05 3.84826e-05 3.24807e-05 4.53532e-05 4.14216e-05
threshold=0.091615000000000016 -0.15764999999999998 -0.091054999999999983 0.092530000000000015 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0062832286161281451 0.018452941302781484 -0.014338441732733404 -0.0086891454921641017 -0.016420368493371619 0.015751721861971497
leaf_weight=0.0016964750296295714 0.0011022856083445854 0.0019394982554137334 0.0011458155757444535 0.0012922299321160933 0.0017562468717251239
leaf_count=144 223 1925 245 172 412
internal_value=0 -0.00471677 0.00317739 -0.000837123 0.00610178
internal_weight=0 0.00363597 0.00529658 0.00419429 0.00290206
internal_count=3121 2069 1052 829 657
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=8
num_cat=0
split_feature=48 12 2 12 1 47 1
split_gain=5.11178e-05 5.33452e-05 7.79621e-05 6.19727e-05 5.18143e-05 7.35168e-05 4.58334e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 0.083995000000000014 0.096295000000000019 0.10508500000000001 0.086785000000000015 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.00041744552395715789 0.00013337138332050408 -0.00053286701836902269 0.00026901576758622445 -0.00036258148231236334 0.00070663351088214098 -1.9345236915109301e-05 -0.00041034332787544302
leaf_weight=0.0010273241265158417 0.0014221444233571447 0.0016742319887506135 0.0014829162318813127 0.0010000957492932406 0.0010135706793097145 0.0011388783958376373 0.0010261840906980978
leaf_count=180 190 671 1121 431 298 86 144
internal_value=0 -4.48794e-05 -0.000205865 1.4624e-05 0.000100587 0.000322512 -9.45194e-05
internal_weight=0 0.00875802 0.00415724 0.00248301 0.00460078 0.00215245 0.00244833
internal_count=3121 2941 2223 1552 718 384 334
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 13 0
split_gain=4.08016e-05 0.000100976 6.99184e-05 6.82259e-05 3.87049e-05 5.37031e-05 4.07493e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.0039400000000000008 0.038215000000000006 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00037662957509394324 0.00060204940426431583 0.00049346590143119055 -0.00049282176611797326 1.3826295966649066e-05 -0.00010486422084229084 0.00043528466931167388 -0.00049059447116667177
leaf_weight=0.0010131189133615543 0.0010741612742344179 0.0010579627677929681 0.0011189767553523881 0.0012598599521133243 0.0018787100010296137 0.0011353272849840992 0.0012043317760850633
leaf_count=161 231 223 148 180 564 162 1452
internal_value=0 3.9072e-05 -3.99241e-05 3.76106e-05 -5.04247e-05 9.8599e-05 -0.000232701
internal_weight=0 0.00872933 0.00765517 0.00653619 0.00547823 0.00301404 0.00246419
internal_count=3121 2960 2729 2581 2358 726 1632
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=8
num_cat=0
split_feature=1 3 2 0 15 0 47
split_gain=1.33406e-05 2.74933e-05 7.9481e-05 6.96819e-05 4.56246e-05 1.96773e-05 1.66312e-05
threshold=0.11588000000000001 0.090900000000000009 0.10613000000000002 -0.074229999999999977 -0.095244999999999982 0.10455500000000001 0.10254000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -2
right_child=6 2 -4 5 -6 -7 -8
leaf_value=-0.0039570003808559748 -0.00093958230763779838 0.027230337137226002 -0.010717092183710525 0.015486037642021493 -0.032918747415196452 -0.003776773587384485 0.015816067637654859
leaf_weight=0.0010099582818868312 0.0013665875084382241 0.0010178560677760479 0.001205826162985868 0.0010632232995972371 0.0011788220711262732 0.0010580134961658116 0.0010456413027693716
leaf_count=325 307 117 100 480 1542 142 108
internal_value=0 -0.00237827 0.00665276 -0.00703768 -0.0195551 0.00587829 0.00632358
internal_weight=0 0.0065337 0.00222368 0.00431002 0.00218878 0.00212124 0.00241223
internal_count=3121 2706 217 2489 1867 622 415
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=8
num_cat=0
split_feature=147 151 4 52 52 16 16
split_gain=6.16378e-05 5.96064e-05 0.000113705 6.69165e-05 7.39625e-05 0.000114681 6.39438e-05
threshold=0.089025000000000007 -0.0083949999999999979 0.40473500000000007 0.11434500000000002 0.091275000000000009 0.071345000000000006 -0.092484999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00037850471389561856 0.00046259030046093155 -0.00016213753734034892 0.00061311076505944195 -0.00052569563251627348 0.00048861130106232916 -0.00061858231223417396 0.00038046664353109965
leaf_weight=0.0016852519593266559 0.0010219849386962085 0.0017741099154635288 0.0010972588545703817 0.0010374884608497529 0.0010386284889688652 0.0011753007116149304 0.0015774705930499614
leaf_count=462 124 327 237 396 209 417 949
internal_value=0 -4.44885e-05 2.86131e-05 -6.85162e-05 1.67084e-05 -9.15631e-05 9.32471e-05
internal_weight=0 0.00938551 0.00770026 0.006603 0.00556551 0.00452688 0.00335158
internal_count=3121 2997 2535 2298 1902 1693 1276
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=7
num_cat=0
split_feature=159 2 0 0 2 3
split_gain=1.47834e-05 2.72867e-05 7.80782e-05 3.3256e-05 4.15526e-05 3.31538e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 -0.10607499999999999 -1.0000000180025095e-35 -0.028564999999999997
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.011474067167440691 0.0073432085262980593 -0.011921321379886858 0.0062915633402991535 0.0054208953307391498 -0.019638244826316723 0.031092054222774525
leaf_weight=0.0010014547293279103 0.0017142769840497911 0.0012306483283747475 0.0010033339726312753 0.0010544216251210975 0.0017766564901732572 0.0011648133071557624
leaf_count=509 226 120 426 177 1393 270
internal_value=0 0.00141888 0.00819644 -0.00364905 -0.0103051 0.0196154
internal_weight=0 0.00794415 0.0033988 0.00454536 0.00283108 0.00216815
internal_count=3121 2612 816 1796 1570 696
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=6.13788e-05 6.13306e-05 7.42053e-05 7.07448e-05 0.000102088 9.76038e-05
threshold=0.086580000000000004 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.000376235081307986 -0.00046206564942298067 -0.00047685290626810217 0.00036173111546352764 -0.00047465394308169337 -0.00015875798658325301 0.00057702027653961654
leaf_weight=0.0017547433869436468 0.0010145629941100539 0.00120498635870314 0.0019818490947172635 0.0016309588914394314 0.0017101886110481291 0.0011655823230875392
leaf_count=626 579 276 405 921 167 147
internal_value=0 4.54482e-05 -2.99974e-05 5.29876e-05 -8.27834e-05 0.000139461
internal_weight=0 0.00944831 0.00769357 0.00648858 0.00450673 0.00287577
internal_count=3121 2542 1916 1640 1235 314
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=7
num_cat=0
split_feature=1 0 42 48 1 16
split_gain=1.28133e-05 3.50661e-05 2.68418e-05 3.73483e-05 3.24244e-05 6.78392e-06
threshold=0.077565000000000009 0.051010000000000007 0.086375000000000021 0.086260000000000017 0.10727500000000002 -0.16075999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.020363440545566887 0.015780506560124793 0.0039368298349550029 0.014526652863999116 -0.013918558880625416 0.0021037942361384469 -0.0094468088450221088
leaf_weight=0.0010189626938746402 0.0014992634398786082 0.0014233239782434719 0.0014059570604241789 0.0015688249987357503 0.001029418697762225 0.0010047877425394774
leaf_count=1561 469 75 532 228 123 133
internal_value=0 -0.00620165 0.00229261 -0.00107853 0.00462231 -0.00360158
internal_weight=0 0.00244229 0.00650825 0.00510229 0.00353347 0.00203421
internal_count=3121 1636 1485 953 725 256
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=6
num_cat=0
split_feature=52 52 0 4 2
split_gain=1.25487e-05 2.34802e-05 2.76942e-05 3.55508e-05 6.38474e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.25615500000000008 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0071782948639797428 -0.0144004042293862 0.011611600864817988 0.012570523906101791 -0.01895720254676015 -0.018051328134907545
leaf_weight=0.0019042130820778342 0.001250057734713008 0.001661743937969337 0.0019663779362329601 0.0011122232674884232 0.0010415514413278106
leaf_count=771 438 234 1246 214 218
internal_value=0 -0.00197292 0.000713932 -0.00368133 0.00196714
internal_weight=0 0.00703195 0.0057819 0.00412015 0.00300793
internal_count=3121 2350 1912 1678 1464
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=7
num_cat=0
split_feature=151 4 48 15 2 4
split_gain=1.3041e-05 5.92499e-05 3.79767e-05 4.34411e-05 4.23004e-05 5.16717e-05
threshold=-0.083274999999999988 0.36766000000000004 0.091545000000000015 -0.016799999999999995 0.10097500000000002 -0.084134999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.010406596066974699 -0.019604240438535828 0.018993719202566699 0.012390512581199494 -0.007075436764088356 -0.015633875425416711 0.023959569034514197
leaf_weight=0.0010647794453176309 0.0017400812980903008 0.0015372139728823571 0.0012925484219924637 0.0010896629720504769 0.0011396500440260422 0.0010567381610588063
leaf_count=369 722 287 278 440 245 780
internal_value=0 0.00138645 -0.00289707 -0.0068285 -6.32971e-05 0.00820403
internal_weight=0 0.00785589 0.00631868 0.00502613 0.00328605 0.0021464
internal_count=3121 2752 2465 2187 1465 1220
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=8
num_cat=0
split_feature=48 12 0 52 52 13 16
split_gain=4.82176e-05 5.17751e-05 7.92381e-05 5.83794e-05 4.6383e-05 4.55832e-05 3.40112e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 0.10347000000000002 -0.081429999999999989 -0.084319999999999992 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=0.000403724059124753 0.00033689051514416225 -0.00024009488352576182 -0.00049041160453829676 0.00050363668430184003 -0.00041426772396861049 0.00031877086103710686 3.6680626247943464e-05
leaf_weight=0.0010258670249950327 0.0010050928115430168 0.0010861086127203108 0.0019656646856398103 0.0010512520553755487 0.0011341779952366126 0.001160824928590736 0.0014848839082057567
leaf_count=180 229 624 271 129 177 1328 183
internal_value=0 -4.52349e-05 -0.000202895 9.68191e-05 -2.11858e-05 4.86299e-05 -0.000158601
internal_weight=0 0.008888 0.0042126 0.00467541 0.00362415 0.00224693 0.00261906
internal_count=3121 2941 2223 718 589 1952 360
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=7
num_cat=0
split_feature=48 16 15 1 15 16
split_gain=5.42144e-05 7.77456e-05 5.07728e-05 5.73959e-05 7.37745e-05 0.000111267
threshold=-0.032929999999999994 -0.45661999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.037864999999999989 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00042321623622923758 -0.00045779958211251926 -0.00017431491797447024 -0.00033589348459107498 0.00036473736933446732 0.00067413991739988515 -0.00038885883491736252
leaf_weight=0.0010226073008812496 0.0015182321999835076 0.0019959663436732358 0.0012275031180272386 0.0019899616077939082 0.0010701639232130436 0.0012120699679990308
leaf_count=180 237 752 1131 293 239 289
internal_value=0 -5.31794e-05 2.87756e-05 0.000100189 0.000228437 7.94774e-05
internal_weight=0 0.0090139 0.00749566 0.00626816 0.0042722 0.00320203
internal_count=3121 2941 2704 1573 821 582
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=5.79742e-05 6.48299e-05 5.19824e-05 8.46969e-05 8.69495e-05 7.2068e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00048915196158682563 -0.00044846876096075512 -0.00029835180923652905 -0.00034765474866495141 0.00054888574841649494 0.00039195726045340273 -0.00023145788690858769
leaf_weight=0.0011178402347474083 0.0010094166369461676 0.0018999634555276652 0.0014234834731374846 0.0017270487712840159 0.0011300486600282827 0.0019314597108318135
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.64674e-05 -1.45348e-05 7.22711e-05 0.000197101 -1.34601e-06
internal_weight=0 0.00922984 0.008112 0.00621204 0.00478856 0.00306151
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=6
num_cat=0
split_feature=40 4 16 1 1
split_gain=1.34432e-05 3.60359e-05 5.41155e-05 6.92568e-05 6.66543e-05
threshold=-0.013874999999999998 -0.10429499999999998 -0.008904999999999998 0.11212500000000002 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0095490902575989054 -0.013846094501098947 -0.010167557467246031 0.017324864389933355 -0.019900474452410458 0.022256944652815653
leaf_weight=0.0012609570607282896 0.0018289216572292145 0.0012355882365978779 0.0016907179848957678 0.0016393212889318789 0.0013021101252650108
leaf_count=329 322 1382 723 195 170
internal_value=0 -0.00158993 0.00223021 -0.00387961 0.00646967
internal_weight=0 0.00769666 0.00586774 0.00417702 0.0025377
internal_count=3121 2792 2470 1747 1552
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=8
num_cat=0
split_feature=14 15 4 15 2 0 0
split_gain=5.4666e-05 8.47704e-05 7.92972e-05 8.43029e-05 4.72449e-05 3.27639e-05 5.37004e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11093500000000002 -0.060129999999999996 0.089620000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00043394156420088157 0.00055049769621528849 0.00054873324895297285 -0.00050898657462337873 -0.00034891278886122948 0.00029625150935932792 0.00026054482631527058 -0.00030178348011043635
leaf_weight=0.001027986576372133 0.0011103918060250519 0.0011004730406014513 0.0011295846043545216 0.0017410168180962823 0.001218900670459047 0.0013986215748535199 0.001224586607514842
leaf_count=161 231 223 148 1769 296 174 119
internal_value=0 4.35557e-05 -2.84897e-05 5.27183e-05 -4.50497e-05 -0.000140373 -1.96568e-06
internal_weight=0 0.00892358 0.00781318 0.0066836 0.00558313 0.00436423 0.00262321
internal_count=3121 2960 2729 2581 2358 2062 293
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=7
num_cat=0
split_feature=52 52 16 15 151 1
split_gain=1.39782e-05 3.57866e-05 4.11941e-05 3.45169e-05 4.65199e-05 8.93034e-05
threshold=0.14295500000000003 0.091275000000000009 0.071345000000000006 -0.11713499999999999 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.0093753331118097347 -0.011140264675794025 0.01750002299362555 -0.017574548288446967 -0.0078142544153121957 -4.7339226625537565e-05 0.038452807260037393
leaf_weight=0.0017233541326771634 0.0010043000117260182 0.0011738623221486293 0.0012792559449937829 0.0012772010122128735 0.0014774119334602079 0.001017351144272769
leaf_count=337 386 329 515 365 1042 147
internal_value=0 0.00138052 -0.00141259 0.00234976 0.00770678 0.0156528
internal_weight=0 0.00794844 0.00677457 0.00549532 0.00377196 0.00249476
internal_count=3121 2735 2406 1891 1554 1189
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 4 16
split_gain=5.01149e-05 6.08142e-05 9.81397e-05 6.25369e-05 7.70845e-05 3.65515e-05 3.69966e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.0016099999999999997 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00040989167290976378 0.00033569665246198913 -0.00065837685507948206 0.00011933424524698036 -4.2652063243518804e-05 0.00065407841931873034 -0.00031492395148867707 -0.0001836083914608942
leaf_weight=0.0010072086204386552 0.0010268746636695506 0.0013890404871441963 0.0011324090370062293 0.0012537665592934973 0.0011899639355077967 0.0017390300613621648 0.0010844708466338554
leaf_count=180 854 579 316 214 232 400 346
internal_value=0 -5.17931e-05 -0.000309099 5.12848e-05 0.000296618 -0.000104421 6.8961e-05
internal_weight=0 0.00881556 0.00252145 0.00629411 0.00244373 0.00385038 0.00211135
internal_count=3121 2941 895 2046 446 1600 1200
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=7
num_cat=0
split_feature=1 12 2 4 151 16
split_gain=1.52984e-05 3.32164e-05 4.61018e-05 6.62157e-05 5.94562e-05 6.82969e-05
threshold=0.12500000000000003 0.098810000000000023 0.089885000000000007 -0.0016099999999999997 -0.0083949999999999979 -0.052894999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0053756241751385476 0.0085644151551154003 -0.017415533124516731 -0.01259095506679239 -0.029216498246689454 0.031567172626503541 0.00028083669158121674
leaf_weight=0.0012061981813143619 0.001684085585516369 0.0011739501720131312 0.0010603725952747375 0.0010223950539218858 0.0013351690890139162 0.0014614835620874807
leaf_count=1204 279 414 215 259 346 404
internal_value=0 -0.00201456 0.000956372 -0.0104939 0.00757238 0.0152175
internal_weight=0 0.00725957 0.00608562 0.00222859 0.00385703 0.00279665
internal_count=3121 2842 2428 1463 965 750
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=6
num_cat=0
split_feature=1 457 3 4 1
split_gain=1.33857e-05 2.62816e-05 3.5933e-05 5.69943e-05 1.54951e-05
threshold=0.11588000000000001 0.045365000000000009 -0.10115999999999999 -0.0029599999999999995 0.13265500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.0064261011346069766 0.014636878686534988 0.011359192428094219 0.001408010213845062 -0.023737189583089874 -0.001408408618077223
leaf_weight=0.0017528983607084979 0.0011648126203912216 0.0011471211247773092 0.0018226468075043301 0.0017834112744788233 0.0012453471351994529
leaf_count=341 191 256 1513 596 224
internal_value=0 -0.00237811 -0.00531868 -0.0110278 0.00634616
internal_weight=0 0.00650608 0.00535896 0.00360606 0.00241016
internal_count=3121 2706 2450 2109 415
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=7
num_cat=0
split_feature=2 15 1 15 16 0
split_gain=1.3974e-05 2.21657e-05 4.75901e-05 6.17623e-05 7.61837e-05 9.91751e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.037864999999999989 -0.071854999999999988 -0.18113999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010108744518990763 -0.01266968966191174 -0.012881006738409272 -0.0091138036166919009 0.027019823397880297 -0.02271687223529938 0.032211633121043963
leaf_weight=0.0011815787513751947 0.0018199756984206292 0.0014147536644591591 0.0012685132185021896 0.0011055859166605808 0.0010407215867733284 0.0010710391964933274
leaf_count=199 848 1197 105 247 276 249
internal_value=0 -0.00156882 0.000969136 0.0065026 -0.000207971 0.00980484
internal_weight=0 0.00772059 0.00630584 0.00448586 0.00338027 0.00233955
internal_count=3121 2922 1725 877 630 354
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=7
num_cat=0
split_feature=49 16 3 1 2 151
split_gain=1.34976e-05 3.10199e-05 5.67418e-05 6.25169e-05 7.37832e-05 1.78666e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.10508500000000001 0.090675000000000019 -0.016164999999999995
decision_type=2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1
right_child=1 -3 3 -5 -6 -7
leaf_value=0.016576444079935589 -0.022683874944916412 0.013202540905787638 0.0058096375931440845 0.013798054037213341 -0.029446778413824683 -0.0021820188850996281
leaf_weight=0.0010097050674453918 0.0013898270515805217 0.0011048950543744588 0.0012980883465493343 0.001954111044612422 0.0010937078673990731 0.0010213510136227993
leaf_count=236 188 300 1259 338 611 189
internal_value=0 -0.00214031 -0.00509586 0.000528815 -0.0103122 0.00714343
internal_weight=0 0.00684063 0.00573573 0.00434591 0.0023918 0.00203106
internal_count=3121 2696 2396 2208 1870 425
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=6
num_cat=0
split_feature=0 1 4 3 2
split_gain=1.40209e-05 3.11176e-05 3.12623e-05 4.15365e-05 4.35317e-05
threshold=0.056435000000000006 0.077565000000000009 -0.0092149999999999992 0.11296500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.018129597445404544 0.0081241595196443334 -0.013467606185977928 -0.00018545125308150169 -0.011149893292569761 0.021893102665302037
leaf_weight=0.0010203533261065548 0.001707859498448973 0.0012368171718521058 0.0019693184502323942 0.0012790853479015952 0.0016339901027986625
leaf_count=1564 204 648 262 160 283
internal_value=0 -0.00196221 0.000733635 0.00433112 0.0098265
internal_weight=0 0.00713956 0.00611921 0.00488239 0.00360331
internal_count=3121 2917 1353 705 545
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=8
num_cat=0
split_feature=48 3 12 3 48 2 4
split_gain=5.70747e-05 7.563e-05 0.000117034 0.000107903 6.86086e-05 5.89025e-05 5.5146e-05
threshold=-0.032929999999999994 0.13524500000000003 0.09334000000000002 0.097915000000000016 0.087695000000000009 0.094835000000000017 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0004310112482805004 -0.0004949331524550073 0.00033767270915141295 -0.00055513785711985256 -0.00048486668739334155 0.00060359568825909843 0.00040567937808503571 0.00012699983374197949
leaf_weight=0.0010489722090095853 0.0010208393372974777 0.0015791233730186073 0.0018977697520065904 0.0013036999090971363 0.001018936345712429 0.0010369531407057476 0.0011837305481193516
leaf_count=180 1047 171 779 94 262 290 298
internal_value=0 -5.2166e-05 -0.000134665 8.74558e-06 0.000159791 2.02858e-05 -0.00016099
internal_weight=0 0.00904105 0.00746193 0.00556416 0.00426046 0.00324152 0.00220457
internal_count=3121 2941 2770 1991 1897 1635 1345
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 4 16
split_gain=6.81246e-05 6.22466e-05 8.51393e-05 7.10477e-05 8.57819e-05 3.25323e-05 4.11126e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.0016099999999999997 -0.008069999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00047180710653061363 0.000320787350536995 -0.00064327999218776084 7.7026931650962829e-05 -4.8389788965947641e-05 0.0006844846471381913 -0.00031424092282111431 -0.00022226918898905426
leaf_weight=0.0010429251226230047 0.0010532723924408633 0.001392767023737306 0.0011533179941262206 0.001266319570044472 0.0011920792769503708 0.001778347864485622 0.0010913000201399035
leaf_count=180 854 579 316 214 232 400 346
internal_value=0 -5.77923e-05 -0.000316998 4.56281e-05 0.000306982 -0.000118156 4.44443e-05
internal_weight=0 0.0089274 0.00254609 0.00638132 0.0024584 0.00392292 0.00214457
internal_count=3121 2941 895 2046 446 1600 1200
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=7
num_cat=0
split_feature=47 43 2 2 1 3
split_gain=1.54892e-05 3.09384e-05 5.12748e-05 5.18376e-05 4.50471e-05 3.67522e-05
threshold=0.11669500000000001 -0.17390999999999998 0.099185000000000009 0.084245000000000014 0.10638500000000002 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.017891481077934764 -0.011730186403272086 0.014906647909708899 0.01818009396807322 -0.021708051661406755 -0.013528946454903332 -0.0045592720420715438
leaf_weight=0.0010017333376190606 0.0010014775456096076 0.0011854223638434096 0.0017651366818742021 0.0016785533695246897 0.001051094344381439 0.0011899015859721048
leaf_count=200 133 633 654 1178 187 136
internal_value=0 0.00147362 -0.000920274 -0.00842581 0.00154279 0.00902366
internal_weight=0 0.00787184 0.00687011 0.00391507 0.00223652 0.00295504
internal_count=3121 2988 2788 1998 820 790
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=9
num_cat=0
split_feature=48 150 15 16 0 52 52 0
split_gain=5.23683e-05 5.59907e-05 5.47956e-05 0.000101223 0.000102446 7.81334e-05 5.43253e-05 7.5744e-06
threshold=-0.032929999999999994 0.08882000000000001 -0.24436499999999997 -0.29154999999999992 -0.10607499999999999 0.083680000000000018 -0.090859999999999982 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -7
right_child=1 -3 3 4 5 7 -8 -9
leaf_value=0.00041330838700831817 0.00042760563720170336 -0.00044086896962533436 -0.00062304071401194142 0.00045419370324000879 -7.947758885090441e-05 0.00027254149551012366 -0.00071698723621057539 3.2884409096968601e-05
leaf_weight=0.0010344404824530447 0.0010412669050026491 0.0012322665599183115 0.0010255161271210227 0.0016735267393562393 0.0010513228113210864 0.0010018525296406474 0.0010053506176630545 0.0010265379666480222
leaf_count=180 231 229 165 217 477 806 777 39
internal_value=0 -5.23786e-05 8.79727e-06 -5.5484e-05 4.5589e-05 -0.000121804 -0.000391107 0.000151255
internal_weight=0 0.00905764 0.00782537 0.00678411 0.00575859 0.00408506 0.00205667 0.00202839
internal_count=3121 2941 2712 2481 2316 2099 1254 845
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.75891e-05 7.23657e-05 5.03977e-05 5.29071e-05 6.57968e-05 7.23244e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00052718270483402086 -0.00048638509624203993 -0.00030292302917595936 -0.0002669336490744028 0.00048186602142056948 0.00039255095391700878 -0.00023981339685623219
leaf_weight=0.0010724784322610004 0.00100722142496562 0.001808876775154458 0.0013793408368873742 0.0016701163450706371 0.0011076819186478736 0.0018680501286835595
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.94984e-05 -1.58963e-05 7.02746e-05 0.000170391 -4.42306e-06
internal_weight=0 0.00890654 0.00783407 0.00602519 0.00464585 0.00297573
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=7
num_cat=0
split_feature=376 133 43 457 2 3
split_gain=6.10247e-05 4.69376e-05 7.4097e-05 3.23422e-05 5.22787e-05 5.56353e-05
threshold=0.048375000000000008 1.0000000180025095e-35 -0.088004999999999986 0.045365000000000009 0.113445 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00039671833364579242 0.00044679317337117301 -0.0004428257027355323 -3.030462331592702e-05 0.00020089701108092124 0.00014086790662562693 -0.00051014727651172559
leaf_weight=0.0014444001839989881 0.0010310323313973647 0.0010674888409877526 0.0017446817400700683 0.001167834591246324 0.0015679411244922579 0.0019870268817524617
leaf_count=230 166 1026 857 154 269 419
internal_value=0 -5.68807e-05 -4.80811e-06 -9.44821e-05 -0.000159572 -0.000285807
internal_weight=0 0.00897937 0.00791188 0.00646748 0.00529965 0.00373171
internal_count=3121 2955 1929 1699 1545 1276
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=7
num_cat=0
split_feature=48 3 12 3 1 4
split_gain=5.13313e-05 5.92635e-05 9.1338e-05 7.96165e-05 7.75354e-05 6.14592e-05
threshold=-0.032929999999999994 0.13524500000000003 0.09334000000000002 0.097915000000000016 0.094385000000000011 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0004151569624880113 0.00020566742975914617 0.00030161128200303396 -0.00050819305856710558 -0.00043377937303702767 0.00054930502162797463 -0.0003725872535936996
leaf_weight=0.0010054384183132521 0.0016537464197834669 0.0014984798547455049 0.0018079056296986928 0.0012394338877706051 0.0012131170011257142 0.0012339164769870898
leaf_count=180 776 171 779 94 348 773
internal_value=0 -5.29336e-05 -0.000127258 1.70604e-06 0.000133329 -4.14244e-05
internal_weight=0 0.0086466 0.00714812 0.00534021 0.00410078 0.00288766
internal_count=3121 2941 2770 1991 1897 1549
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=7
num_cat=0
split_feature=3 51 3 12 0 4
split_gain=1.71927e-05 3.05595e-05 2.3631e-05 4.13963e-05 7.8853e-05 5.98891e-05
threshold=0.13524500000000003 0.08955500000000001 -0.13927999999999999 1.0000000180025095e-35 -0.053834999999999994 0.08184000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.011741472942459287 0.0099140012016946145 -0.018194998600750995 0.018050972136236739 0.0050748921112999633 -0.031535194369367602 -0.012728766338957776
leaf_weight=0.0014613015087079828 0.0014552372307832309 0.0010043952599479 0.0015984192955184663 0.0012364909837251745 0.0011223319654578541 0.0010457051748071758
leaf_count=251 192 348 294 1698 130 208
internal_value=0 -0.00196723 0.00055419 -0.00271348 -0.0123442 0.00587812
internal_weight=0 0.00746864 0.00646425 0.00500295 0.00235882 0.00264412
internal_count=3121 2929 2581 2330 1828 502
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=7
num_cat=0
split_feature=0 3 4 2 15 13
split_gain=1.60263e-05 5.23133e-05 6.54713e-05 6.30182e-05 3.3551e-05 2.75112e-05
threshold=-0.060129999999999996 0.090900000000000009 0.053180000000000012 0.11389000000000002 -0.03241999999999999 0.086705000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.028909359937458069 0.019619398081252303 0.023859815183184495 0.0009190689297807977 -0.0095374555192069155 -0.0098075612838438887 0.011366703243315249
leaf_weight=0.0013188509656483377 0.0011040362632098667 0.0011817188024310366 0.0016646308469568526 0.0010825968356464617 0.0015184054954600055 0.0010297495221621711
leaf_count=1875 234 120 413 140 228 111
internal_value=0 -0.00356852 -0.0122666 0.00789217 0.0050582 -0.00125071
internal_weight=0 0.0052478 0.00298348 0.00226432 0.00365219 0.00254816
internal_count=3121 2548 2288 260 573 339
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=7
num_cat=0
split_feature=3 0 0 0 3 52
split_gain=1.47913e-05 2.55755e-05 6.09381e-05 4.00098e-05 6.47996e-05 3.70065e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 0.11070500000000001 -0.10831999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -3 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.012803060555356941 0.0092155107085587704 0.029842530134347983 -0.026061251862352575 -0.011285546617915537 -0.0052514828429548084 0.0094341557965750607
leaf_weight=0.0012481627645383867 0.0014490864884997186 0.0010907709107312175 0.0011911381708319835 0.001010930360102311 0.0010164353614466916 0.0018689635726109005
leaf_count=169 192 96 1951 142 286 285
internal_value=0 -0.00182943 -0.00682195 0.00506863 0.0129145 0.000529908
internal_weight=0 0.0074264 0.00430826 0.00311814 0.00210721 0.00311713
internal_count=3121 2929 2405 524 382 454
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 2 43
split_gain=5.28011e-05 0.000109202 8.68136e-05 5.32209e-05 4.5072e-05 4.93221e-05 4.33762e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.084119999999999986 0.10774000000000002 -0.069134999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042738604425735709 0.00064320298894666094 0.00045719934658677603 -0.00054657341361148541 -0.00035302357210733015 0.00014559017764616535 0.00043504400879595495 -0.0003261678401709366
leaf_weight=0.0010056784754637034 0.0010396267083201205 0.0010436487466866165 0.0010896598009910927 0.0012490497546914052 0.0017685344605256916 0.0010673641825380692 0.0013002443813598388
leaf_count=161 231 223 148 595 749 309 705
internal_value=0 4.75638e-05 -3.47987e-05 5.19449e-05 -2.65933e-05 7.19834e-05 -5.42941e-05
internal_weight=0 0.00855813 0.0075185 0.00642884 0.00538519 0.00413614 0.00306878
internal_count=3121 2960 2729 2581 2358 1763 1454
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=8
num_cat=0
split_feature=47 51 457 47 16 3 3
split_gain=2.45145e-05 4.39112e-05 4.89971e-05 6.77413e-05 4.27413e-05 5.78728e-05 8.20753e-05
threshold=0.12209500000000001 -0.076794999999999988 0.045365000000000009 0.092165000000000011 0.042200000000000008 -0.13309499999999996 0.088060000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00033519283346415668 -0.00029293139200256189 -0.00058863282474093869 0.00046999958624589316 0.00047668078436651135 0.00017932746835317508 0.00024555133127982681 -0.00047076723628201265
leaf_weight=0.0010966874461392712 0.0010009385741873876 0.0010156609533117826 0.0010861142544444377 0.0010441197044267795 0.0017801713009787468 0.0015645316974078516 0.0010132690812520635
leaf_count=515 97 135 225 191 327 1500 131
internal_value=0 3.12915e-05 8.48531e-05 1.96725e-05 -6.91262e-05 -0.000192208 -3.60156e-05
internal_weight=0 0.00860055 0.00750387 0.00641775 0.00537363 0.00359346 0.0025778
internal_count=3121 3024 2509 2284 2093 1766 1631
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=7
num_cat=0
split_feature=11 13 12 12 0 4
split_gain=1.41871e-05 4.26672e-05 5.82545e-05 4.33877e-05 5.81678e-05 5.84657e-05
threshold=0.078340000000000007 -0.084034999999999985 0.090455000000000021 0.051320000000000005 -0.026509999999999995 0.09173000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0024325467103881162 -0.011091765193905784 0.0060430612889201766 0.030543780724923683 -0.016802247989720714 0.023385345875631066 -0.022690324680962212
leaf_weight=0.0011130535785917718 0.0010249423917520145 0.0019498989413710304 0.0010327672768995063 0.0016452421469679004 0.0010001021748428599 0.0011120072148981257
leaf_count=737 208 272 124 1452 170 158
internal_value=0 0.00141761 0.0134387 -0.0031021 0.00244689 -0.00439218
internal_weight=0 0.00785307 0.00214582 0.00570725 0.00406201 0.00306191
internal_count=3121 2913 861 2052 600 430
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=8
num_cat=0
split_feature=48 16 1 12 48 3 4
split_gain=5.92772e-05 5.33717e-05 4.92343e-05 8.63954e-05 4.49458e-05 4.41277e-05 8.73742e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.12500000000000003 0.09857500000000001 0.091150000000000023 -0.077774999999999983 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00044567641009139541 -0.00039930326787290197 -0.00031298232075159819 0.00036859435707212873 -0.00055186877615207236 0.00041678652903358559 0.00046055797964760311 -0.00029077709669412936
leaf_weight=0.0010090979424933451 0.0014533108672926979 0.0014673536776255935 0.0012372952910651176 0.0011210691547486138 0.0010244668609487723 0.0013077326957022543 0.001091986130398914
leaf_count=180 237 1355 190 399 249 334 177
internal_value=0 -5.63521e-05 1.23957e-05 -6.09041e-05 5.16178e-05 -4.51229e-05 0.000118665
internal_weight=0 0.00870321 0.0072499 0.00601261 0.00489154 0.00386707 0.00239972
internal_count=3121 2941 2704 2514 2115 1866 511
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=7
num_cat=0
split_feature=484 3 1 4 1 16
split_gain=1.47333e-05 2.66304e-05 6.00678e-05 4.40665e-05 5.09332e-05 2.76999e-05
threshold=0.073690000000000019 -0.13309499999999996 0.12500000000000003 -0.0016099999999999997 0.10557500000000002 0.0013750000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012523448208100902 0.010698169177929064 0.018737646847741974 0.020619605192817914 -0.027109362992847344 0.00081431680730574627 -0.0042270697480787699
leaf_weight=0.0017266184917589106 0.0011193678010018486 0.0010381264747595389 0.0012977259297652817 0.0012331337275133256 0.0013889847390231146 0.0010631205416470253
leaf_count=276 394 1189 214 524 158 366
internal_value=0 -0.00157529 0.00156423 -0.00367116 -0.0123177 0.00711871
internal_weight=0 0.00774771 0.00602109 0.00472337 0.00262212 0.00210125
internal_count=3121 2727 2451 2237 682 1555
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=8
num_cat=0
split_feature=48 12 16 2 16 52 4
split_gain=5.3088e-05 8.29432e-05 0.000109851 6.42135e-05 8.15774e-05 5.70379e-05 0.00012578
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 -0.074319999999999983 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00041275817985916689 -0.00049292732621495684 -0.00071491070337698841 9.2183140433320241e-05 -3.6138304494450357e-05 0.0006694801547591601 0.00042176036842586688 -0.00038805492339588984
leaf_weight=0.0010501611228628535 0.0010057684225430507 0.0014250193467909773 0.0011896206703635702 0.0012814603693534175 0.0012389599815930659 0.0015951489979929867 0.0013713196290044229
leaf_count=180 300 579 316 214 232 965 335
internal_value=0 -5.28254e-05 -0.000347696 6.59209e-05 0.000310722 -8.94074e-05 4.74043e-05
internal_weight=0 0.0091073 0.00261464 0.00649266 0.00252042 0.00397224 0.00296647
internal_count=3121 2941 895 2046 446 1600 1300
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=6
num_cat=0
split_feature=15 150 16 52 2
split_gain=1.3201e-05 2.96823e-05 7.21911e-05 3.74357e-05 5.59518e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.27167499999999994 0.091275000000000009 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0095242820349065935 -0.026584703048373393 0.010054335595699977 0.005803190507937493 0.013046323706467572 -0.021435033910980963
leaf_weight=0.0012441453986989414 0.0012218690676891819 0.0017018806111558874 0.001777843354459376 0.0016129425288144961 0.0013097238724237802
leaf_count=253 183 397 599 568 1121
internal_value=0 -0.00158515 -0.00492992 0.000699107 -0.00575107
internal_weight=0 0.00762426 0.00592238 0.00470051 0.00308757
internal_count=3121 2868 2471 2288 1720
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=6
num_cat=0
split_feature=52 13 42 1 15
split_gain=1.4132e-05 3.64084e-05 5.79958e-05 4.13387e-05 7.50717e-05
threshold=0.11434500000000002 -0.010384999999999998 0.084050000000000014 0.11181500000000001 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.022276732384981852 -0.0099435612242110769 0.018100079029787997 -0.0059051797924020415 -0.016364454175421757 -0.014003606040448105
leaf_weight=0.0017043952008580531 0.0012359946203776753 0.0015730621784739466 0.001277585566133677 0.0017010429679727912 0.0013565205151720916
leaf_count=559 501 360 1025 142 534
internal_value=0 0.0015847 0.0102026 -0.00396497 0.00323472
internal_weight=0 0.00761261 0.00298198 0.00463063 0.00292958
internal_count=3121 2620 1584 1036 894
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=8
num_cat=0
split_feature=48 16 50 1 43 47 43
split_gain=6.98776e-05 5.23799e-05 5.58006e-05 5.30603e-05 6.59274e-05 6.22665e-05 5.82869e-05
threshold=-0.032929999999999994 -0.45661999999999997 1.0000000180025095e-35 0.094385000000000011 -0.084004999999999982 0.092530000000000015 0.0034250000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6
right_child=1 2 -4 5 6 -7 -8
leaf_value=0.00047763591850410553 -0.00039624808026433726 0.00028378592253649484 -0.00042225793588874751 0.00052135893570403214 -0.00054555525340157205 -8.8936374733627609e-05 6.9003509892554953e-05
leaf_weight=0.0010410997242001211 0.0014783432301348313 0.0012671961930584988 0.0010007828117582643 0.0016532854063096838 0.0013192520872989649 0.0010515385582115441 0.0010783195766741463
leaf_count=180 237 399 622 444 844 93 302
internal_value=0 -5.94039e-05 8.15996e-06 7.57867e-05 -7.79598e-05 0.000284098 -0.000269154
internal_weight=0 0.00884872 0.00737037 0.00636959 0.00366477 0.00270482 0.00239757
internal_count=3121 2941 2704 2082 1545 537 1146
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=6
num_cat=0
split_feature=43 43 457 1 43
split_gain=1.42572e-05 6.12651e-05 2.00714e-05 3.01868e-05 7.48986e-05
threshold=-0.04890499999999999 -0.090299999999999991 0.045365000000000009 0.111945 0.05259500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0048313034691935541 -0.023991949398960259 0.024871404953629526 0.0097709596103482243 0.0046959628053271302 0.0086972191532583357
leaf_weight=0.0019978566210480139 0.0018773846029526177 0.0010643756518833396 0.0010218727829275163 0.0017658747423983556 0.0011185081514423303
leaf_count=518 925 937 133 250 358
internal_value=0 0.00549281 -0.00294573 -0.00567473 -0.0117875
internal_weight=0 0.00306223 0.00578364 0.00476177 0.00299589
internal_count=3121 1455 1666 1533 1283
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=7
num_cat=0
split_feature=4 151 0 42 43 43
split_gain=1.33286e-05 3.01128e-05 3.67937e-05 2.27875e-05 5.03272e-05 7.19755e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 0.086665000000000006 0.05259500000000001 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.013018165502870294 0.0071757080272304794 -0.021471084078225677 0.011538017619605006 -0.013092112174438831 0.021304708758556702 -0.023111907510569824
leaf_weight=0.0011021047430261142 0.0019918716690844928 0.0011000564427185149 0.0012573482674276251 0.0011846444321519929 0.0010449999250469882 0.0011457822846771598
leaf_count=456 352 154 362 848 192 757
internal_value=0 -0.00212028 -0.00503057 -0.00112675 0.00298408 -0.00498263
internal_weight=0 0.00683494 0.00573283 0.00463277 0.00344813 0.00240313
internal_count=3121 2769 2313 2159 1311 1119
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 0
split_gain=5.31895e-05 0.000125184 5.1994e-05 8.38122e-05 4.14881e-05 6.37466e-05 0.000136787 3.98451e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00041845920272787652 0.00066621803988808057 0.00052887893238295013 -0.00043018166965431395 0.00029124602222840894 0.00028147818922150196 -0.00090600146294763501 9.4884906032507559e-05 -0.00022157560922353464
leaf_weight=0.0010217286910281951 0.0011218782490028745 0.0010865030438181721 0.001096330137434617 0.001020616825144113 0.001421234965509686 0.0010326894523337068 0.001067778441625047 0.0010544899050859632
leaf_count=161 231 223 148 162 1368 669 107 52
internal_value=0 5.38974e-05 -3.44035e-05 3.052e-05 -6.6226e-05 -0.000145952 -0.000397198 6.72116e-05
internal_weight=0 0.00890152 0.00777964 0.00668331 0.00559681 0.00457619 0.00210047 0.00247572
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=8
num_cat=0
split_feature=48 16 50 1 47 43 3
split_gain=7.29447e-05 6.06277e-05 5.77335e-05 4.77145e-05 8.12682e-05 5.80251e-05 4.45803e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.077805000000000013 0.094385000000000011 0.092530000000000015 -0.084004999999999982 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00048619160123748696 -0.00042360236005625562 0.00027242737807220023 -0.00042370073375903205 0.0005466349016191623 -0.00015126804439127281 -0.0004893238520304932 5.1179643410667829e-05
leaf_weight=0.0010307355123858738 0.0015042958910234825 0.0012553899067967392 0.0010233110632518888 0.0016519627075911284 0.0010487347803335764 0.001318093693350363 0.0010572863421097756
leaf_count=180 237 402 610 447 93 1093 59
internal_value=0 -6.49369e-05 8.42203e-06 7.8263e-05 0.000275625 -6.85421e-05 -0.000248745
internal_weight=0 0.00885907 0.00735478 0.00633147 0.0027007 0.00363077 0.00237538
internal_count=3121 2941 2704 2094 540 1554 1152
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=8
num_cat=0
split_feature=151 4 16 48 52 2 3
split_gain=1.4301e-05 5.27707e-05 6.81377e-05 5.055e-05 4.80691e-05 4.94332e-05 2.48449e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088965000000000002 -0.087769999999999987 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.010969408138049322 -0.02368116571035947 0.025581458980287998 -0.021381431219373564 0.022026757030910046 -0.0097925857726050124 0.020362972441758092 0.0045514039047070574
leaf_weight=0.0010516556264181841 0.0013146979859500708 0.0010506990238978095 0.0010413562828763727 0.0010002713284893408 0.0011279246073284321 0.0010493362529875451 0.0012072202218590261
leaf_count=369 369 81 435 254 1098 216 299
internal_value=0 0.00145399 -0.003803 0.00239147 -0.00371072 0.00474096 0.0143375
internal_weight=0 0.00779151 0.00553359 0.00421889 0.00321862 0.00217726 0.00225792
internal_count=3121 2752 2372 2003 1749 1314 380
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=7
num_cat=0
split_feature=47 47 3 1 4 0
split_gain=2.27752e-05 3.99728e-05 3.3545e-05 5.86101e-05 5.25867e-05 4.8652e-05
threshold=0.11893500000000001 0.092165000000000011 -0.13309499999999996 0.10557500000000002 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0002518168139862659 -0.00027872392504208816 0.00038380893559579558 0.00032914883974259911 0.00033663551229696641 -0.00043984212664466613 -0.0002189961714286113
leaf_weight=0.001806349872510285 0.0010159981537914238 0.0010823044758936371 0.0013138328521185038 0.0018842935244814561 0.0011334363779797354 0.001183174469270425
leaf_count=289 115 224 1458 404 500 131
internal_value=0 3.20884e-05 -1.99077e-05 5.6054e-05 -8.95751e-05 6.94174e-05
internal_weight=0 0.00840339 0.00732109 0.00551474 0.00363044 0.00249701
internal_count=3121 3006 2782 2493 2089 1589
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=6
num_cat=0
split_feature=52 12 160 13 4
split_gain=1.44678e-05 2.75154e-05 2.9502e-05 5.89728e-05 3.71533e-05
threshold=-0.081429999999999989 0.10016000000000001 -1.0000000180025095e-35 -0.084034999999999985 -0.097604999999999983
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0077322217595393108 -0.01262002537148867 -0.014258086145157934 0.022041067774668216 0.012265363388185329 -0.011542781580983697
leaf_weight=0.0018908001335902602 0.0012125509862561919 0.0014743591895577729 0.0013809933426661659 0.0010146752254886666 0.0018514745874503317
leaf_count=771 724 325 389 71 841
internal_value=0 -0.00213601 0.00113749 0.00506523 -0.00311421
internal_weight=0 0.00693405 0.00545969 0.00424714 0.00286615
internal_count=3121 2350 2025 1301 912
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=7
num_cat=0
split_feature=484 3 1 2 2 0
split_gain=1.35486e-05 2.87377e-05 5.00735e-05 3.6463e-05 3.46447e-05 3.56043e-06
threshold=0.073690000000000019 -0.13309499999999996 0.12500000000000003 1.0000000180025095e-35 0.10613000000000002 -0.12333499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012908015097965467 0.010300883464016905 -0.019345067835072425 0.019204546254302034 0.0060559772346898098 -0.0095883836211730824 0.014333760636931715
leaf_weight=0.0017181279353721789 0.0011116134864328541 0.0010607435106851221 0.0012910479599125019 0.0010457438576069471 0.0015488910516065668 0.0010327643636337612
leaf_count=276 394 564 214 141 393 1139
internal_value=0 -0.00150945 0.00176594 -0.00303641 0.00173266 0.010169
internal_weight=0 0.00769732 0.00597919 0.00468814 0.0036274 0.00207851
internal_count=3121 2727 2451 2237 1673 1280
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=7
num_cat=0
split_feature=2 4 4 2 0 1
split_gain=1.44227e-05 2.3337e-05 2.58789e-05 4.0652e-05 4.41134e-05 5.2442e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 0.089620000000000019 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.010360306885239036 0.014560967915109949 0.010912329567895618 -0.016619629821641644 0.014328312512972724 -0.023469417435670343 -0.013239979217042603
leaf_weight=0.0011622351900104052 0.0013550955255691875 0.0012474045166858787 0.0013022234802256187 0.0013137013543103766 0.001053434179912569 0.0013589731361013842
leaf_count=199 1432 259 191 352 93 595
internal_value=0 -0.00159773 -0.00404236 -0.000819026 -0.00610079 0.000640635
internal_weight=0 0.00763083 0.00638343 0.0050812 0.0037675 0.00271407
internal_count=3121 2922 2663 2472 2120 2027
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=7
num_cat=0
split_feature=11 43 0 2 43 3
split_gain=1.31495e-05 4.10372e-05 4.30303e-05 4.18025e-05 3.80849e-05 4.64563e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.053834999999999994 0.089885000000000007 0.05259500000000001 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.023190396696265839 -0.01068547839387589 -0.016903716513460156 -0.0027407316999687637 0.0089697383453194585 0.018523889492114792 -0.018416586015067269
leaf_weight=0.0014387460344379135 0.001020747863088812 0.0016485055905067266 0.0011525703179745943 0.0012760388574817121 0.0010336757208202706 0.0012037029420137761
leaf_count=1178 208 823 208 326 230 148
internal_value=0 0.00138854 0.0116567 -0.00376614 0.00239804 -0.00432398
internal_weight=0 0.00775324 0.00259132 0.00516192 0.00351342 0.00247974
internal_count=3121 2913 1386 1527 704 474
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=6
num_cat=0
split_feature=2 15 16 0 52
split_gain=1.51351e-05 2.24087e-05 4.75607e-05 7.38565e-05 0.000113354
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.010625686257418575 0.011518043590172529 -0.021492182482011978 0.015710211068297848 -0.027999660912686321 0.0091041988791322088
leaf_weight=0.0011598135989746069 0.0011059035018535892 0.0012404218830062066 0.0019496001366737866 0.0015947328846319662 0.0017022801868812824
leaf_count=199 278 222 264 1354 804
internal_value=0 -0.00163928 -0.00388233 0.000281047 -0.00884257
internal_weight=0 0.00759294 0.00648704 0.00524661 0.00329701
internal_count=3121 2922 2644 2422 2158
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=7
num_cat=0
split_feature=52 0 2 0 0 16
split_gain=1.30036e-05 2.42874e-05 5.81262e-05 4.50999e-05 4.03269e-05 3.82015e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994 -0.23001499999999997 0.051380000000000002
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.0064360328025756548 -0.0095805342384606609 0.007089529808940751 0.003766622264655105 -0.016740336207317665 -0.020973462123442824 0.030606741150962808
leaf_weight=0.0010601204435459755 0.0012220682797097109 0.0018194624047194316 0.0010018039639691746 0.0014094256982881462 0.0010873255160162697 0.0011266742450698182
leaf_count=95 501 1525 365 177 137 321
internal_value=0 0.00154302 0.00514471 -0.00331233 -0.00744233 0.017974
internal_weight=0 0.00750481 0.00535737 0.00322889 0.00214745 0.00212848
internal_count=3121 2620 2388 1702 232 686
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=8
num_cat=0
split_feature=48 150 52 4 3 1 4
split_gain=4.62927e-05 5.07844e-05 5.23644e-05 6.46894e-05 5.10735e-05 8.16535e-05 7.64142e-05
threshold=-0.032929999999999994 0.08882000000000001 -0.049749999999999996 -0.0057249999999999992 0.090900000000000009 0.10752500000000002 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.0003998632909056504 -8.6653452719403373e-05 -0.00042159780076599763 0.00017296159943525099 0.00058747918946994865 -0.00035053744287207218 0.00050837830387142041 -0.00053855835366423176
leaf_weight=0.0010162790991960048 0.0010307246425152465 0.0011741710542362499 0.0012793467524786432 0.001166781288784668 0.0018578872289008522 0.0010495946742530111 0.0010620567755721168
leaf_count=180 509 229 572 275 164 171 1021
internal_value=0 -4.2602e-05 1.71592e-05 0.000271282 -8.92322e-05 5.39338e-05 -0.000149783
internal_weight=0 0.00862056 0.00744639 0.00219751 0.00524889 0.003391 0.0023414
internal_count=3121 2941 2712 784 1928 1764 1593
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=7
num_cat=0
split_feature=1 4 47 150 0 43
split_gain=1.646e-05 2.99613e-05 3.5821e-05 5.62798e-05 3.40554e-05 1.9628e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998 0.035560000000000008
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.015288784705309314 -0.012644307032588287 0.0085843323539155775 -0.0053609250082043572 -0.0062726727419539141 0.032994049135262875 0.0032959469689613817
leaf_weight=0.0013116368110194768 0.0010730530660657588 0.0011386816297376929 0.0018972963039727503 0.0011514955678732924 0.001147584546333721 0.0010027184595866265
leaf_count=1335 570 129 267 121 422 277
internal_value=0 0.00260234 0.00566893 0.0117563 0.0208367 -0.00723676
internal_weight=0 0.00640811 0.00533506 0.00343776 0.00228627 0.00231436
internal_count=3121 1509 939 672 551 1612
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=7
num_cat=0
split_feature=1 4 3 3 47 16
split_gain=1.33657e-05 2.65064e-05 4.34492e-05 7.43784e-05 5.03559e-05 1.65979e-05
threshold=1.0000000180025095e-35 0.0061450000000000003 0.11296500000000002 -0.13309499999999996 0.090280000000000013 0.13751500000000003
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.01569397951343415 -0.0073512538765777881 -0.009022278567676751 -0.0097789975813537214 0.038225702414053778 0.0078627037793509297 0.0013072859332087946
leaf_weight=0.0010644744489699434 0.001954901182399489 0.0010689784188836825 0.0011839943467171596 0.0011013839285874472 0.0010836081029718186 0.0012468641982204816
leaf_count=1371 921 108 152 205 123 241
internal_value=0 0.00235065 0.00662429 0.0125928 0.0231677 -0.00652255
internal_weight=0 0.00639287 0.00443796 0.00325397 0.00218499 0.00231134
internal_count=3121 1509 588 436 328 1612
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 0 0
split_gain=7.00023e-05 7.75501e-05 6.53825e-05 0.000101482 4.49526e-05 5.49832e-05 8.10209e-05 3.84533e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 0.080585000000000004 -0.10324499999999999 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00049475217537064053 0.00054981282361995978 0.00060723172969339063 -0.00045918134408934498 0.00031849945821196059 0.00030906513073091689 2.2528700782744475e-05 -0.00076102114729215597 -0.00019047721655436592
leaf_weight=0.001001171783341471 0.0010596554290997892 0.0010798426769490499 0.0010970990244737015 0.0010267138052086292 0.0012157467422502289 0.0010025291749452842 0.0010272449717030653 0.0011555648173676423
leaf_count=161 231 223 148 170 1361 119 651 57
internal_value=0 5.28639e-05 -1.63816e-05 5.82683e-05 -5.09462e-05 -0.000137133 -0.000374017 6.56329e-05
internal_weight=0 0.0086644 0.00760474 0.00650764 0.0054278 0.00440109 0.00202977 0.00237131
internal_count=3121 2960 2729 2581 2358 2188 770 1418
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=8
num_cat=0
split_feature=50 484 42 43 3 16 4
split_gain=9.0316e-05 8.00447e-05 6.14302e-05 5.19036e-05 8.58528e-05 0.000101407 8.08678e-05
threshold=0.086580000000000004 0.084040000000000017 -1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.36241499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00040608531428757197 -0.00056064794257258764 0.00057106154012757611 0.00064421417666261297 -0.00031586196534459632 -0.00038958129988481323 -5.8335551898842209e-05 0.00055872606638677038
leaf_weight=0.0012732327223923647 0.0010194727407277565 0.001024762903597762 0.0010525837767710938 0.0011672408429737983 0.0015375502000704293 0.0018090865990602499 0.0014882893327873943
leaf_count=667 579 322 170 115 200 845 223
internal_value=0 5.39494e-05 -9.68152e-06 6.18609e-05 0.000136747 2.62695e-05 0.000220179
internal_weight=0 0.00935275 0.00832798 0.00705475 0.00588751 0.00483493 0.00329738
internal_count=3121 2542 2220 1553 1438 1268 1068
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=8
num_cat=0
split_feature=2 16 47 4 2 0 52
split_gain=1.32954e-05 2.57041e-05 3.61562e-05 6.93723e-05 6.60101e-05 4.64363e-05 5.87615e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10981000000000002 0.089620000000000019 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.0099765886409002996 0.012769082404151056 -0.015065137866004106 0.012947342199739802 -0.029036759103455129 0.021059634864678808 -0.026026691504501487 0.01727304085521102
leaf_weight=0.0011561706647630777 0.0010773014881754663 0.0012282533055002856 0.0010639795721476318 0.0011484325169817426 0.0010051169326586217 0.0010133488777626823 0.0010357312747512589
leaf_count=199 189 474 151 361 265 90 1392
internal_value=0 -0.00153658 -0.00390945 -0.00721191 -0.00135911 -0.00823465 -0.000271016
internal_weight=0 0.00757216 0.00649486 0.00543088 0.00428245 0.00327733 0.00226398
internal_count=3121 2922 2733 2582 2221 1956 1866
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=3.57227e-05 6.39115e-05 4.3598e-05 5.78558e-05 5.51453e-05 7.87167e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00050053894007171537 -0.00033991216981941569 -0.00028817564427787302 -0.00028773800067712502 0.00046233053357440655 0.00043185244904698795 -0.00023897145676295093
leaf_weight=0.0010341761381803911 0.0010497051783813138 0.0017742935713809457 0.0013854313210567605 0.001602373383804266 0.0010662716287552483 0.0018212163260599328
leaf_count=218 615 329 400 237 111 1211
internal_value=0 4.3043e-05 -1.88076e-05 6.25396e-05 0.000170624 8.74577e-06
internal_weight=0 0.00868376 0.00764959 0.00587529 0.00448986 0.00288749
internal_count=3121 2506 2288 1959 1559 1322
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=7
num_cat=0
split_feature=159 160 16 151 12 16
split_gain=1.35324e-05 5.66808e-05 3.88255e-05 5.85944e-05 7.66125e-05 3.24671e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.0083949999999999979 0.092355000000000007 0.19444000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.022707947472716313 0.0097076214601759386 -0.011594532426379032 -0.020503402354695957 0.02833949214462593 -0.0055448884577202727 0.0025824953480864665
leaf_weight=0.0010881116214918008 0.0012305196538742128 0.0010892923126779065 0.0011142560976834049 0.0017848909946949858 0.0010656551016851124 0.0013439476949582028
leaf_count=684 527 137 329 740 344 360
internal_value=0 -0.0016083 0.00198011 0.00813336 0.0156721 -0.00788189
internal_weight=0 0.00748615 0.00639804 0.00393984 0.00285055 0.0024582
internal_count=3121 2594 1910 1221 1084 689
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=7
num_cat=0
split_feature=50 160 12 4 13 15
split_gain=4.0337e-05 5.30681e-05 5.31102e-05 7.4199e-05 8.65084e-05 7.75404e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.076599999999999988 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00025653745481675819 -0.00047343165104577091 -0.0005389897519460005 0.00010331219946077681 -0.00015851307574536307 -0.00063873070589890184 0.00042732540482196191
leaf_weight=0.0016286307308357503 0.0010266526518570096 0.0010677999435308493 0.0010493008095203175 0.001825027628612216 0.0014234331685420141 0.0016575242756472187
leaf_count=625 615 267 393 179 790 252
internal_value=0 -6.23578e-05 -0.000136309 -6.41066e-05 -0.000323846 0.000120317
internal_weight=0 0.00865172 0.00702309 0.00595529 0.00247273 0.00348255
internal_count=3121 2506 1881 1614 1183 431
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=7
num_cat=0
split_feature=484 15 15 0 3 52
split_gain=1.213e-05 2.5266e-05 4.08733e-05 5.15416e-05 2.50943e-05 4.26827e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.10836499999999999 0.10542000000000001 0.0046550000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.011894948161163205 0.0096891890517769013 -0.0027733252120913901 -0.0247380239537685 0.026355316862884184 0.0066041000458291286 0.0029477752512669965
leaf_weight=0.0017954542388101324 0.0011042145295781297 0.0012338663478988696 0.001174162382658569 0.0011965446579577112 0.0011442092236318992 0.0010591578515604949
leaf_count=393 394 174 726 634 81 719
internal_value=0 -0.00152712 0.00167797 0.0115673 -0.00543824 -0.011608
internal_weight=0 0.00760339 0.00580794 0.00243041 0.00337753 0.00223332
internal_count=3121 2727 2334 808 1526 1445
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 0
split_gain=4.95843e-05 9.27536e-05 6.46417e-05 6.03692e-05 4.18216e-05 7.94511e-05 0.000108807 4.96034e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00042260605792917059 0.00058915621911211048 0.00045979813554907449 -0.00047906679116930964 0.00031003534840786962 0.00034748799031209915 -0.00086557812803201477 3.6456875711535971e-05 -0.00022163305035533481
leaf_weight=0.0010134194217315184 0.0010267243322357724 0.0010763059732597528 0.0010967859869119839 0.0010216014725228763 0.0014163533003029682 0.0010248714919846983 0.0010316518195092636 0.0010077028200713481
leaf_count=161 231 223 148 162 1368 669 107 52
internal_value=0 3.56715e-05 -3.83684e-05 3.51063e-05 -4.79696e-05 -0.000129597 -0.000413074 0.000110899
internal_weight=0 0.008702 0.00767527 0.00657849 0.00550218 0.00448058 0.00205652 0.00242406
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=7
num_cat=0
split_feature=4 151 0 2 15 12
split_gain=1.28244e-05 2.58622e-05 3.26348e-05 2.56171e-05 4.1917e-05 2.54156e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 0.10097500000000002 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.011868213768879518 0.0070088051965330788 -0.020499481402213554 -0.012575103069945512 -0.012004986485697708 0.023135886224188454 0.00091472786150909285
leaf_weight=0.0010979268674667243 0.001963369396206417 0.0010843124906330902 0.0010203907674120726 0.0014812569193359141 0.0010468895304640415 0.0010125473349534683
leaf_count=456 352 154 497 491 191 980
internal_value=0 -0.00217467 -0.00490575 -0.00119863 0.00399873 0.0122106
internal_weight=0 0.00674332 0.0056454 0.00456108 0.00307983 0.00205944
internal_count=3121 2769 2313 2159 1668 1171
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=7
num_cat=0
split_feature=47 4 15 12 151 1
split_gain=2.51232e-05 5.06578e-05 7.12821e-05 5.47303e-05 4.25677e-05 8.99575e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 0.095330000000000012 -0.0052199999999999989 0.080585000000000004
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00034427170375491025 -0.00029173860244863491 -0.0001138320456556404 0.0005397106949759237 -0.00046733108246883257 0.00020224379945088592 -0.00041686043091770133
leaf_weight=0.0011912759722691822 0.0010159136277587038 0.0011183622644103238 0.0015052529566603762 0.001071163663632347 0.0019594326073594237 0.001672578080017406
leaf_count=419 112 169 229 572 1039 581
internal_value=0 3.44775e-05 0.000261127 -6.64038e-05 2.26348e-05 -8.286e-05
internal_weight=0 0.00851807 0.00262362 0.00589445 0.00482329 0.00363201
internal_count=3121 3009 398 2611 2039 1620
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=9
num_cat=0
split_feature=50 15 47 52 2 43 15 4
split_gain=6.94627e-05 5.51419e-05 5.96769e-05 6.63523e-05 5.29621e-05 5.85292e-05 6.3432e-05 3.25585e-05
threshold=0.079410000000000008 -0.24436499999999997 0.092530000000000015 -0.087769999999999987 0.10097500000000002 -1.0000000180025095e-35 -0.008624999999999999 -0.0070899999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -6
right_child=-2 2 -4 4 7 6 -8 -9
leaf_value=0.00045385404439464915 -0.00049798987301401514 -0.00035765498660371702 -0.0003410856229385416 -7.0110394906707925e-05 -0.00033613227100031827 0.00018373783698844788 0.00084814296648696573 0.0001556295129942184
leaf_weight=0.0010890707251912718 0.0010273487926375615 0.0011442599251243468 0.0017137876950845477 0.0010146358537490149 0.0010002269813878134 0.001166111236096978 0.0010498351466623548 0.0010728112878847763
leaf_count=218 609 505 246 842 148 100 248 205
internal_value=0 3.9431e-05 -1.58685e-05 7.05712e-05 0.000162961 0.000319921 0.000498509 -8.16422e-05
internal_weight=0 0.00925074 0.00816167 0.00644788 0.00530362 0.00323058 0.00221595 0.00207304
internal_count=3121 2512 2294 2048 1543 1190 348 353
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=8
num_cat=0
split_feature=48 16 1 2 1 13 47
split_gain=4.12946e-05 5.43909e-05 4.7507e-05 4.74339e-05 7.21112e-05 4.53622e-05 3.95855e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.10293500000000001 0.10097500000000002 0.086560000000000012 -0.01163 0.085770000000000027
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=0.0003673117183499173 -0.00039515304968242422 -6.8281300787280085e-05 0.00043204958878925097 -0.00045357830322399843 -0.00037846168085312862 0.00051221074788578101 -2.9073934462393557e-05
leaf_weight=0.0010060440778979834 0.0014772448837070632 0.0010062387801291306 0.0015115984876759075 0.0011460787961872026 0.0011709037948507391 0.0010657125610670157 0.0013594617036184304
leaf_count=180 237 882 382 363 463 467 147
internal_value=0 -5.21897e-05 1.75956e-05 -0.000110691 1.04907e-05 0.000230296 0.000213705
internal_weight=0 0.00873724 0.00725999 0.00438893 0.00324286 0.00207195 0.00287106
internal_count=3121 2941 2704 2175 1812 1349 529
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=7
num_cat=0
split_feature=42 43 0 16 52 15
split_gain=1.347e-05 3.27558e-05 4.84173e-05 4.18851e-05 2.65933e-05 4.28488e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.067094999999999988 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.0097134319085141214 -0.0033157435786618202 0.014509557984979098 0.02750774058921886 -0.020742656589100461 -0.015903012247984155 0.0072154183184855933
leaf_weight=0.0012515210853245194 0.0010053153809795956 0.0011827964405677627 0.001033508982843997 0.0010269538341239224 0.001436630384566682 0.001814069908659052
leaf_count=862 810 162 231 218 202 636
internal_value=0 0.00149331 0.0123091 -0.0025451 0.0016701 -0.00300165
internal_weight=0 0.00749927 0.00203882 0.00546045 0.0044335 0.0032507
internal_count=3121 2259 1041 1218 1000 838
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=9
num_cat=0
split_feature=48 3 2 1 3 47 3 3
split_gain=6.12621e-05 6.34003e-05 0.000144901 5.67792e-05 0.000139577 9.17914e-05 6.50334e-05 3.58335e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 0.094385000000000011 0.095270000000000007 0.08265500000000002 0.090900000000000009 -0.14989499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=0.00044950322929595296 -0.00084018293236734498 -0.00051065019279714703 -0.00022760380695450701 0.00075876232960476379 0.00033799494153166539 -0.00050119999522429829 0.00014620083197139735 0.00028791662167171827
leaf_weight=0.0010175375207692678 0.0011381951223806822 0.001103097576680269 0.0010353177250656711 0.0012218962621072249 0.0010012560436183323 0.0010031986622163203 0.0012209221818480394 0.0010382469246362517
leaf_count=180 513 526 180 361 150 76 83 1052
internal_value=0 -5.87823e-05 -0.000278043 6.80942e-05 0.000236411 -8.20092e-05 -0.000165574 3.05205e-05
internal_weight=0 0.00876213 0.00321176 0.00555037 0.00322635 0.00200445 0.00232402 0.00207356
internal_count=3121 2941 1745 1196 587 226 609 1232
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=8
num_cat=0
split_feature=48 150 14 15 16 2 1
split_gain=5.19146e-05 6.72826e-05 5.07464e-05 0.000122637 0.000107169 6.76701e-05 6.10556e-05
threshold=-0.032929999999999994 0.08882000000000001 -1.0000000180025095e-35 -0.10653 -0.097644999999999996 0.096540000000000015 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.00040878033076924958 -0.00039846503083746407 -0.00047981156374582429 0.00059856460907437524 -0.00057304421640205815 0.00020764801594435218 0.00039471976617924231 -0.00040926706671950009
leaf_weight=0.0010324989434119429 0.0010049999108072303 0.0012384334868985733 0.0013651293337129172 0.0012105463217664649 0.0011759616576632165 0.0016725490479245547 0.001297115124572036
leaf_count=180 147 229 360 289 948 500 468
internal_value=0 -5.55223e-05 1.24862e-05 7.39335e-05 -5.97794e-05 9.00968e-05 -0.000115921
internal_weight=0 0.00896473 0.0077263 0.0067213 0.00535617 0.00414563 0.00247308
internal_count=3121 2941 2712 2565 2205 1916 1416
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=7
num_cat=0
split_feature=47 4 15 12 151 1
split_gain=2.45062e-05 5.58128e-05 6.5096e-05 6.00267e-05 3.65299e-05 9.30507e-05
threshold=0.11926500000000002 0.24564500000000003 -0.43375999999999998 0.095330000000000012 -0.0052199999999999989 0.080585000000000004
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00032282221868592338 -0.00028937519932705391 -8.9514550980684523e-05 0.00054076663165689447 -0.0004871223516033713 0.00021468098093965272 -0.00041485476358635721
leaf_weight=0.001180794659443245 0.0010046204992018313 0.0010897285238178327 0.0014933741488087062 0.0010860440062085254 0.0019676159807225698 0.00166785868689706
leaf_count=419 112 169 229 572 1039 581
internal_value=0 3.44899e-05 0.000274871 -7.07111e-05 2.31875e-05 -7.41332e-05
internal_weight=0 0.00848542 0.0025831 0.00590231 0.00481627 0.00363547
internal_count=3121 3009 398 2611 2039 1620
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 0
split_gain=4.18548e-05 9.71332e-05 5.9849e-05 7.88957e-05 4.09982e-05 8.05914e-05 0.000113856 2.67537e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00038424800733248435 0.00059223185832119973 0.00051350005225786163 -0.00046678912997337549 0.00029342165622302729 0.00030220724963897635 -0.00089073278572252869 3.1173691685573138e-05 -0.000112581066921592
leaf_weight=0.0010027295850642349 0.0010693846998821978 0.0010893413373717856 0.0010784683336231889 0.0010042192933330547 0.0012239809561475027 0.0010293443008213008 0.0010308266181431021 0.0011686844410445695
leaf_count=161 231 223 148 162 1363 669 107 57
internal_value=0 3.88223e-05 -3.87932e-05 3.17159e-05 -6.44582e-05 -0.000145169 -0.000429448 9.96061e-05
internal_weight=0 0.00869425 0.00762487 0.0065464 0.00545706 0.00445284 0.00206017 0.00239267
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=7
num_cat=0
split_feature=4 15 12 2 3 2
split_gain=1.33604e-05 4.96357e-05 2.80177e-05 5.94945e-05 5.54926e-05 2.66958e-05
threshold=0.24564500000000003 -0.15026499999999995 1.0000000180025095e-35 0.08622500000000001 0.076840000000000006 0.096325000000000008
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.01832287079800499 0.018089136914960675 -0.0092453134779275359 -0.02928403960433882 0.0015121723324295776 0.0042671181162543398 -0.018584785332371484
leaf_weight=0.0014300179432273031 0.0014745606235128522 0.0012089773735365619 0.0010259782884385301 0.0016143883667292214 0.0010051546081745241 0.001040280170503248
leaf_count=264 266 160 942 1229 109 151
internal_value=0 0.00577452 -0.00268906 -0.0104544 0.00321045 -0.00735505
internal_weight=0 0.00268354 0.00611582 0.00264037 0.00347545 0.00204543
internal_count=3121 426 2695 2171 524 260
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=7
num_cat=0
split_feature=42 43 0 0 3 52
split_gain=1.19893e-05 2.89643e-05 3.83348e-05 3.55668e-05 4.93264e-05 4.1037e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.067094999999999988 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0091526329668002969 -0.0022602862183392722 -0.0086493391591137437 0.025143935170250195 0.0022089106652315709 -0.026752174103618492 0.014516149141272697
leaf_weight=0.001253563708238893 0.0010109992354926588 0.0013351565975724502 0.0010310222198157621 0.00122877274776297 0.0011279352739469359 0.0017897988278691354
leaf_count=862 810 145 231 143 690 240
internal_value=0 0.00141036 0.0115762 -0.0023766 -0.011652 0.00461855
internal_weight=0 0.00752368 0.00204202 0.00548166 0.00235671 0.00312496
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=6
num_cat=0
split_feature=3 51 51 0 4
split_gain=1.24629e-05 3.13775e-05 2.58604e-05 6.51007e-05 4.32445e-05
threshold=0.13524500000000003 0.08955500000000001 -0.031924999999999995 -0.17169499999999996 -0.0060199999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010570026453992236 0.0084545652990554773 -0.018208569025377479 0.025251667124499722 0.0094205179488010063 -0.012314681347735364
leaf_weight=0.0015102918394896084 0.00142893618470672 0.0010007092987854849 0.0011445254474892908 0.0017327492353062912 0.0019405395585786191
leaf_count=604 192 348 104 1286 587
internal_value=0 -0.00175443 0.000847587 0.00442679 -0.00206184
internal_weight=0 0.00732882 0.00632811 0.00481781 0.00367329
internal_count=3121 2929 2581 1977 1873
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=7
num_cat=0
split_feature=151 4 16 48 2 3
split_gain=1.26939e-05 5.27254e-05 5.28208e-05 3.52221e-05 4.19466e-05 2.2571e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088735000000000022 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.010391772311329747 -0.021601882150102631 0.024999827765209565 -0.013373800235177377 0.017748826816292265 0.010042668563799019 0.0048354884380553435
leaf_weight=0.0010502423172749414 0.0012948988229016384 0.0010450848209762401 0.0018494297239317632 0.0010125280734348003 0.0013046205896295 0.001184033452653676
leaf_count=369 369 81 1315 264 424 299
internal_value=0 0.00132879 -0.00396103 0.00152143 -0.00368797 0.0142892
internal_weight=0 0.0076906 0.00546148 0.00416658 0.00315405 0.00222912
internal_count=3121 2752 2372 2003 1739 380
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=7
num_cat=0
split_feature=11 43 52 2 43 15
split_gain=1.459e-05 3.49557e-05 4.06115e-05 3.78133e-05 3.8975e-05 3.72206e-05
threshold=0.078340000000000007 -0.04890499999999999 1.0000000180025095e-35 0.089885000000000007 0.05259500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.020951847761909812 -0.011354320411256804 -0.015875790717940149 -0.0048197147986808143 0.0062836471615547486 0.01880502776345357 -0.018595768065269937
leaf_weight=0.001571749099526157 0.0010129467394187188 0.0016411839403944351 0.0010008013146719839 0.0014099306469687203 0.0010350349340801143 0.0010484803383431537
leaf_count=867 208 823 519 211 230 263
internal_value=0 0.00141147 0.0109259 -0.00335546 0.00252647 -0.0043271
internal_weight=0 0.00770718 0.00257255 0.00513463 0.00349345 0.00245841
internal_count=3121 2913 1386 1527 704 474
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=6
num_cat=0
split_feature=49 3 4 15 12
split_gain=1.31745e-05 3.22747e-05 4.86913e-05 9.29313e-05 7.9087e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 0.079890000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.007092835886770058 -0.014786743594546098 -0.023214107144786139 0.017974195179262301 0.028424967222501193 -0.0088933893859903437
leaf_weight=0.00198522277329249 0.0015591936233504437 0.0015296139337402474 0.0013469830860276481 0.0010715731176230629 0.001208146362288351
leaf_count=425 267 836 286 140 1167
internal_value=0 -0.00217975 0.00163241 -0.00414606 0.00864796
internal_weight=0 0.00671551 0.00515632 0.00380933 0.00227972
internal_count=3121 2696 2429 2143 1307
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=7
num_cat=0
split_feature=1 12 2 151 16 4
split_gain=1.28586e-05 4.02361e-05 3.14025e-05 6.0204e-05 6.66888e-05 2.74109e-05
threshold=0.12500000000000003 0.098810000000000023 0.089885000000000007 -0.0083949999999999979 -0.052894999999999991 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0034709739363458082 0.0079373009408362748 -0.019143579295531635 -0.013681604285238458 0.031153717586752824 -0.00018631601309604173 -0.01909860470596431
leaf_weight=0.001039261376100948 0.0016331145914057323 0.0011363390512460127 0.0010284007910160609 0.001294714028628372 0.0014276830971375509 0.0011159359482791357
leaf_count=1183 279 414 215 346 404 280
internal_value=0 -0.00191132 0.00140424 0.00693159 0.0147183 -0.00821529
internal_weight=0 0.00704233 0.005906 0.0037508 0.0027224 0.0021552
internal_count=3121 2842 2428 965 750 1463
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=8
num_cat=0
split_feature=48 16 1 2 1 47 13
split_gain=5.69246e-05 7.91222e-05 5.21237e-05 7.28396e-05 5.7472e-05 4.03627e-05 1.73993e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.10293500000000001 0.10097500000000002 0.086560000000000012 0.085770000000000027 -0.010384999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -4 -3
right_child=1 2 5 -5 -6 -7 -8
leaf_value=0.00043028800087180818 -0.00048376482297745959 5.7693277792469066e-05 0.00044711744913227463 -0.00053804692064356727 -0.00030942661201508668 -1.9468268800997612e-05 0.00042021474567745313
leaf_weight=0.0010120824221126696 0.0014229486741971498 0.0010280991693289927 0.0015155885579613022 0.0011430475032011911 0.0011613711615894463 0.001345751641568812 0.0010081220241911929
leaf_count=180 237 902 382 363 463 147 447
internal_value=0 -6.12592e-05 2.22184e-05 -0.000113216 3.86488e-05 0.000227672 0.000237176
internal_weight=0 0.00862493 0.00720198 0.00434064 0.00319759 0.00286134 0.00203622
internal_count=3121 2941 2704 2175 1812 529 1349
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=8
num_cat=0
split_feature=2 42 13 13 0 48 3
split_gain=1.47835e-05 2.01066e-05 5.10522e-05 4.41395e-05 5.98919e-05 4.49794e-05 2.58173e-06
threshold=-1.0000000180025095e-35 0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.11756999999999999 0.085130000000000025 0.14121000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.010506195061423158 0.0048256429166641064 -0.013992204815146753 0.02124303919816091 0.013132066709631966 -0.028089591598842875 -0.015679852630269841 0.012005561485418027
leaf_weight=0.0011490819911026059 0.0010008121140217302 0.0011263031689070597 0.0010006319478922821 0.0011559953376608463 0.0012149118833267606 0.0010198718726162313 0.0010024235969105862
leaf_count=199 591 597 156 160 1179 106 133
internal_value=0 -0.00167213 0.000497834 -0.00335056 -0.0103036 -0.000372648 0.00841849
internal_weight=0 0.00752095 0.00639465 0.00539401 0.00339078 0.00217587 0.00200324
internal_count=3121 2922 2325 2169 1445 266 724
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 43
split_gain=6.82993e-05 9.35797e-05 5.95078e-05 6.46965e-05 8.18248e-05 8.81324e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00059981241569968455 -0.00047752046580441858 -0.00032070181673078446 -0.00029279501432829212 0.00052736780219466242 0.00040057355864867955 -0.00028083401918059194
leaf_weight=0.0010789598847090404 0.0010195613658160992 0.0018783222098346678 0.0013989034208564321 0.0017284129461158206 0.0012198587451453459 0.0018163915958264516
leaf_count=218 609 330 400 239 336 989
internal_value=0 5.75876e-05 -1.51613e-05 7.7951e-05 0.000186802 -7.06839e-06
internal_weight=0 0.00912085 0.00804189 0.00616357 0.00476466 0.00303625
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=8
num_cat=0
split_feature=48 16 1 2 1 13 47
split_gain=7.04165e-05 7.39975e-05 6.12037e-05 8.55938e-05 5.90951e-05 4.84683e-05 4.42379e-05
threshold=-0.032929999999999994 -0.45661999999999997 0.10293500000000001 0.10097500000000002 0.086560000000000012 -0.016469999999999995 0.085770000000000027
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -4
right_child=1 2 6 -5 -6 -7 -8
leaf_value=0.00047787984281019447 -0.00045330636401827397 -7.6744868433714964e-05 0.00046124006558397577 -0.00057190703399575692 -0.0003072768275770087 0.00051091394489495199 -1.7550078371643054e-05
leaf_weight=0.0010477785103291124 0.0015227644199435715 0.0010262089682995358 0.0015985998965951953 0.0011994326454241632 0.0012208008078184894 0.0011379334477857614 0.0013844923723240758
leaf_count=180 237 819 382 363 463 530 147
internal_value=0 -5.8931e-05 2.04272e-05 -0.000121818 3.76686e-05 0.000232254 0.000239027
internal_weight=0 0.00909023 0.00756747 0.00458438 0.00338494 0.00216414 0.00298309
internal_count=3121 2941 2704 2175 1812 1349 529
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.27086e-05 3.10409e-05 3.40768e-05 3.30191e-05 4.61235e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094328708344813324 0.012456476198251749 0.015591057108290111 -0.018408997982595206 -0.017082317175189366 0.0068627440861140521
leaf_weight=0.0012380000649892054 0.0019221518935050768 0.0012157563771667892 0.0010607066937482965 0.0014412666223197065 0.001820580192662074
leaf_count=862 903 173 255 214 714
internal_value=0 0.00150736 -0.00229269 0.00152513 -0.00371753
internal_weight=0 0.00746046 0.00553831 0.0044776 0.00326185
internal_count=3121 2259 1356 1101 928
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=9
num_cat=0
split_feature=14 15 4 15 42 43 2 4
split_gain=4.83916e-05 0.000106277 5.47949e-05 7.52404e-05 5.24213e-05 9.73046e-05 6.76662e-05 5.46203e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -1.0000000180025095e-35 -0.084004999999999982 0.10774000000000002 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 -7
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.0004055852598458037 0.00061806272832265691 0.00050474918890624728 -0.00044326349164054918 -0.00046287798825812046 0.00052775945708424029 -0.00064126830482208301 0.00027418215208699028 -4.014354557769302e-05
leaf_weight=0.0010244424654125587 0.0010890786543612399 0.0010782260383351968 0.0010918195905589758 0.0010200592919200075 0.0011292271415685438 0.0010990800788665562 0.0010593303784619582 0.0012332155269806026
leaf_count=161 231 223 148 706 330 586 241 495
internal_value=0 4.46958e-05 -3.62853e-05 3.08454e-05 -6.13733e-05 2.92199e-05 -0.000136767 -0.00032342
internal_weight=0 0.00880004 0.00771096 0.00661914 0.00554091 0.00452085 0.00339163 0.0023323
internal_count=3121 2960 2729 2581 2358 1652 1322 1081
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=8
num_cat=0
split_feature=14 15 4 15 1 1 2
split_gain=4.73441e-05 8.69637e-05 8.29745e-05 8.6487e-05 4.20313e-05 7.72597e-05 3.72968e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11829500000000003 0.080585000000000004 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00040280313512444145 0.00058513706682837498 0.00056723623052398178 -0.00052889661484510143 0.00024624310944386342 0.0003143196968249084 -0.00047467361018758747 -0.00022279349818897515
leaf_weight=0.0010164177300469963 0.0010098864001275507 0.0010655386411424651 0.0010863684118803552 0.0017236830284314826 0.0010180230859096603 0.0015775893181541752 0.0010481648835486586
leaf_count=161 231 223 148 1173 107 785 293
internal_value=0 4.48835e-05 -2.76751e-05 5.69684e-05 -4.43291e-05 -0.000128274 6.88785e-05
internal_weight=0 0.00852925 0.00751937 0.006433 0.00536746 0.00434944 0.00277185
internal_count=3121 2960 2729 2581 2358 2251 1466
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=8
num_cat=0
split_feature=14 15 4 15 1 1 13
split_gain=4.61375e-05 8.67155e-05 6.89242e-05 9.06445e-05 4.39862e-05 7.1137e-05 3.7127e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11829500000000003 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00039488307099514906 0.00057354940724534543 0.0005683921965006979 -0.00048072178914366814 -0.00019461307876664834 0.00030658405682498297 -0.00047168718745345173 0.00026247082361805288
leaf_weight=0.0010293391729882867 0.0010458707417131752 0.0010754363128439564 0.0011075901912502798 0.0012808100517443602 0.00104197776180741 0.0015928930131375724 0.0014643158475640525
leaf_count=161 231 223 148 872 107 785 594
internal_value=0 4.43576e-05 -2.8823e-05 4.87115e-05 -5.51702e-05 -0.000142062 4.92064e-05
internal_weight=0 0.00860889 0.00756302 0.00645543 0.00538 0.00433802 0.00274513
internal_count=3121 2960 2729 2581 2358 2251 1466
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=7
num_cat=0
split_feature=1 42 160 2 2 1
split_gain=1.42131e-05 2.83482e-05 2.88216e-05 4.86766e-05 2.48745e-05 1.86554e-05
threshold=0.11588000000000001 0.075730000000000006 -0.025879999999999997 0.090545000000000014 0.10613000000000002 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=0.016504049507258652 0.015796660750277147 -0.013271054098254444 -0.02040865899432525 0.014983878910162835 -0.0048927350480675235 -0.0019980249784213948
leaf_weight=0.001015143132695572 0.0011374933633505355 0.0017674660194821629 0.0010735485270283954 0.0012561860773291703 0.0012622606117244049 0.0012221376023333001
leaf_count=242 191 1368 582 272 242 224
internal_value=0 -0.0025045 0.00162594 -0.0025788 0.0050216 0.00658015
internal_weight=0 0.0063746 0.00460714 0.003592 0.00251845 0.00235963
internal_count=3121 2706 1338 1096 514 415
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=7
num_cat=0
split_feature=2 1 42 3 151 2
split_gain=1.60032e-05 2.12926e-05 5.23107e-05 5.67794e-05 4.42676e-05 6.69535e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.0083949999999999979 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.010919347188782246 0.021167683986879259 0.010144625842981944 -0.023610908162460118 -0.022750880119464176 -0.014103036195590361 0.015342740806459471
leaf_weight=0.0011548191489049904 0.0010304112088934166 0.0012606391491130327 0.0011274458526334217 0.0010548007426767424 0.0015080252801813836 0.0015825523446260654
leaf_count=199 223 208 788 351 1035 317
internal_value=0 -0.0017193 -0.00409207 0.00015973 -0.00506219 0.000974884
internal_weight=0 0.00756387 0.00630324 0.00517579 0.00414538 0.00309058
internal_count=3121 2922 2714 1926 1703 1352
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=7
num_cat=0
split_feature=50 3 16 51 0 2
split_gain=8.50788e-05 7.35702e-05 5.47885e-05 6.38645e-05 0.000112657 8.69635e-05
threshold=0.079410000000000008 -0.13927999999999999 -0.36241499999999999 -0.076794999999999988 -0.10607499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00043132665419721289 -0.00053831812906876932 -0.00033682660374525711 -0.00028183947568240556 0.00054587381192678741 -0.00048613497904467209 0.00025723284387802657
leaf_weight=0.0016581464022206388 0.0010242830268153069 0.001681447512299543 0.0015119455764983566 0.0018868319054221351 0.0011435043010825411 0.0012849183416284141
leaf_count=257 609 310 433 179 1058 275
internal_value=0 5.75248e-05 -2.50224e-05 6.49492e-05 0.000186454 -9.28068e-05
internal_weight=0 0.00916679 0.00750865 0.0058272 0.00431525 0.00242842
internal_count=3121 2512 2255 1945 1512 1333
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=6
num_cat=0
split_feature=49 3 2 1 4
split_gain=1.35069e-05 2.51267e-05 5.26677e-05 4.25459e-05 2.35512e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.084245000000000014 0.10508500000000001 0.071150000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.0071975557780871169 -0.013277906767325754 0.0029718359858691167 -0.017414944325539656 0.0061020812511090724 0.024423347119075955
leaf_weight=0.0019886647078226662 0.0015661448836245288 0.0010287787214890514 0.0017371783805355909 0.0013807467047577372 0.0010184595211661582
leaf_count=425 267 648 1433 231 117
internal_value=0 -0.00218249 0.00118179 -0.00700063 0.0136435
internal_weight=0 0.00673131 0.00516516 0.00311793 0.00204724
internal_count=3121 2696 2429 1664 765
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=7
num_cat=0
split_feature=51 457 12 0 49 2
split_gain=1.33776e-05 2.97432e-05 2.90176e-05 4.52361e-05 3.56066e-05 4.88318e-05
threshold=-0.076794999999999988 0.045365000000000009 0.10016000000000001 0.041630000000000007 1.0000000180025095e-35 0.095545000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0087054206912862055 -0.0076821214725126584 0.01763305812770407 -0.013098710084004331 0.019751618458637502 -0.018644171697087823 0.020682419006416604
leaf_weight=0.0014785651093693402 0.0015269421794808686 0.0010119222228968097 0.0014758569562756145 0.0011984569109916147 0.0010059092133056515 0.0010073703134824573
leaf_count=537 1242 227 350 123 347 295
internal_value=0 0.00173436 -0.000854449 0.00295901 -0.00272572 0.00359257
internal_weight=0 0.00722646 0.00621454 0.00473868 0.00354022 0.00253431
internal_count=3121 2584 2357 2007 1884 1537
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=7
num_cat=0
split_feature=2 51 12 12 2 16
split_gain=1.46245e-05 2.19899e-05 2.75574e-05 5.34873e-05 6.07132e-05 4.73405e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.098810000000000023 0.090455000000000021 0.10222000000000002 -0.13941499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.010469658480602689 -0.012933719574114808 -0.013903865685908054 -0.014040287631808238 0.023663833382590822 -0.0048836281259484584 0.025472606344960975
leaf_weight=0.0011499770524323648 0.0014025093303633301 0.0019709910725295944 0.0010224834154676917 0.0010837773758639356 0.0010033936873662698 0.0010527188944141862
leaf_count=199 514 1103 362 535 193 215
internal_value=0 -0.00163729 0.000945853 0.00394398 -0.00136304 0.0106586
internal_weight=0 0.00753587 0.00613336 0.00511088 0.0040271 0.00205611
internal_count=3121 2922 2408 2046 1511 408
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=8
num_cat=0
split_feature=376 133 16 4 16 15 2
split_gain=4.86727e-05 6.12896e-05 5.46247e-05 6.26321e-05 5.64264e-05 3.86455e-05 0.000134627
threshold=0.048375000000000008 1.0000000180025095e-35 -0.008904999999999998 -0.10429499999999998 -0.091114999999999988 -0.15026499999999995 0.092480000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00030540993815240318 0.00040454310995500489 -0.00050004480049293718 -0.00014703320174303273 0.00046843905783433115 -0.00046303027523389271 0.00023436957623828881 -0.00068610871269466267
leaf_weight=0.0011738570195766705 0.0010042831448715929 0.0010318808196953981 0.0010267464885717541 0.0016689885582614979 0.0013035673241965414 0.001569052432201496 0.0010003775325216637
leaf_count=160 166 1026 215 446 696 254 158
internal_value=0 -5.11536e-05 8.67158e-06 0.000234019 -0.000111696 1.06532e-05 -0.000124008
internal_weight=0 0.00877447 0.00774259 0.00269574 0.00504685 0.00374329 0.00256943
internal_count=3121 2955 1929 661 1268 572 412
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=7
num_cat=0
split_feature=13 52 3 3 4 0
split_gain=1.29186e-05 4.88526e-05 3.98901e-05 3.48431e-05 3.08302e-05 4.46498e-05
threshold=-0.0062949999999999994 -0.013374999999999998 0.11296500000000002 -0.075634999999999994 0.053180000000000012 -0.059114999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -3 5 -2
right_child=2 3 -4 -5 -6 -7
leaf_value=0.02221947348074893 -0.020019686817451088 0.0091595255624804355 -0.019181978515318582 -0.015750572996283844 0.011162478716582422 0.0078415997903250028
leaf_weight=0.0010901976167035339 0.0011575267463770102 0.0010981565173081569 0.0011947308851969485 0.0011490808080871944 0.0018506572907851463 0.0011433503240205888
leaf_count=674 551 942 95 450 193 216
internal_value=0 0.00484909 -0.0030801 -0.00357777 0.00155371 -0.00617487
internal_weight=0 0.00333743 0.00534627 0.00224724 0.00415153 0.00230088
internal_count=3121 2066 1055 1392 960 767
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 52 16
split_gain=5.31719e-05 9.07255e-05 6.17467e-05 9.392e-05 3.84977e-05 5.10868e-05 2.64634e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.013324999999999998 0.091275000000000009 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042862320519394028 0.00058953322376076756 0.00057798425236333631 -0.00046544698018770656 -0.00029055736419171567 8.4079455148099947e-05 0.00036472146148761839 -0.00035622003180671295
leaf_weight=0.0010015350993687082 0.0010465410883239842 0.0010617486438353804 0.0010594136010904035 0.0018344619878733421 0.0010893739526219946 0.0013148770432629617 0.0010126989012275121
leaf_count=161 231 223 148 1314 475 149 420
internal_value=0 4.92857e-05 -2.74028e-05 4.61056e-05 -6.14315e-05 6.15795e-05 -0.00012804
internal_weight=0 0.00841912 0.00737257 0.00631316 0.00525141 0.00341695 0.00210207
internal_count=3121 2960 2729 2581 2358 1044 895
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=7
num_cat=0
split_feature=150 150 0 16 16 16
split_gain=1.32249e-05 3.56318e-05 3.25188e-05 6.62102e-05 5.24851e-05 1.99833e-05
threshold=0.11456000000000001 0.076925000000000007 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 -0.23935499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.02133622743404727 -0.010822374508024115 0.018637798172552116 0.019719627242708287 -0.015449589519176863 0.012494434976469272 -0.0017927157827677569
leaf_weight=0.0010527752025912248 0.0010041024163281887 0.001035194243449407 0.00161215349125674 0.0018893690216515327 0.0010432813041681304 0.001040071483725577
leaf_count=156 124 305 1220 848 293 175
internal_value=0 0.00138192 -0.00130927 0.00344048 -0.00550859 -0.0116238
internal_weight=0 0.00767284 0.00663765 0.0045448 0.00293265 0.00209285
internal_count=3121 2997 2692 2361 1141 331
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=8
num_cat=0
split_feature=50 15 16 160 3 52 16
split_gain=4.39599e-05 8.14132e-05 4.98278e-05 7.75203e-05 7.61735e-05 6.03622e-05 2.137e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.094359999999999986 -0.027994999999999996 -0.10519499999999998 -0.080114999999999978 0.054560000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00055485080322520235 -0.00038139988525012335 0.00020005487999340201 0.00052625249753207625 -0.00039147213616012194 -0.00045340860700380918 0.00033466105358532204 -4.1433228180374079e-05
leaf_weight=0.0010595687477725083 0.0010393004681411794 0.001060452782920239 0.001220493446096216 0.0012601076934160272 0.00194144635858178 0.0011305079176960736 0.0011946969356724094
leaf_count=218 615 89 463 566 363 726 81
internal_value=0 4.48402e-05 -2.43724e-05 9.94271e-05 -0.000222566 -4.58705e-05 0.000141423
internal_weight=0 0.00886727 0.00780771 0.00480581 0.0030019 0.00358531 0.0023252
internal_count=3121 2506 2288 1836 452 1373 807
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=7
num_cat=0
split_feature=42 160 16 52 1 1
split_gain=1.40481e-05 3.25789e-05 4.63026e-05 6.13718e-05 5.09144e-05 0.000114535
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.077655000000000016 0.11212500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0098844814075159573 -0.010589190855120573 -0.0087478150032848662 -0.012802637101849729 0.030583300311937196 -0.011830567176397536 0.03735137553684309
leaf_weight=0.0012392159393666488 0.001690215359601027 0.0011510381454499855 0.0011438747737740253 0.0010760412186654493 0.0013639603050708809 0.0010135100772709505
leaf_count=862 828 406 311 325 207 182
internal_value=0 0.00161545 0.005204 0.00967725 0.00330182 0.0128373
internal_weight=0 0.00743864 0.00574842 0.00460455 0.00352851 0.00216455
internal_count=3121 2259 1431 1120 795 588
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=9
num_cat=0
split_feature=14 15 4 15 12 1 4 0
split_gain=5.44423e-05 7.07342e-05 8.70286e-05 6.27825e-05 5.37004e-05 5.50807e-05 0.000127911 3.86175e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.010834999999999999 0.080585000000000004 0.0061450000000000003 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00043084433389977566 0.00052220373060381557 0.00050599707714830391 -0.00052634427794393457 0.00039129362130438687 0.00033483849526359664 -0.00083267235049464753 0.00014420058912216496 -0.0001663954409592899
leaf_weight=0.0010348560343772682 0.0010494539726537714 0.0010466732489332513 0.0011170025350075094 0.0010026190826662477 0.0012240668648603964 0.0010334961671428738 0.0010278632162786312 0.0011426046346604518
leaf_count=161 231 223 148 162 1363 669 107 57
internal_value=0 4.5053e-05 -2.08841e-05 6.62816e-05 -1.84667e-05 -0.000111247 -0.000345571 9.28479e-05
internal_weight=0 0.00864378 0.00759433 0.00647732 0.00543065 0.00442803 0.00206136 0.00236667
internal_count=3121 2960 2729 2581 2358 2196 776 1420
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 2 3
split_gain=5.43217e-05 0.000108286 6.58494e-05 7.23305e-05 4.96786e-05 5.51391e-05 4.27736e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.013324999999999998 0.097220000000000015 -0.016324999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00043328566705383756 0.00063807483771514668 0.0005050648345837792 -0.00047745688408102721 -0.00030590370356185174 0.00015984708679161308 0.00037029703752938819 -0.00041003445738306408
leaf_weight=0.0010027991934026858 0.0010531092675901688 0.001081749431839904 0.0010959012013904363 0.0018994112415654349 0.0010152620884835968 0.0015137122660520571 0.0010102226535056806
leaf_count=161 231 223 148 1314 545 381 118
internal_value=0 4.87483e-05 -3.27385e-05 4.2007e-05 -5.00961e-05 8.71903e-05 -0.000124385
internal_weight=0 0.00866937 0.00761626 0.00652036 0.00543861 0.0035392 0.00202548
internal_count=3121 2960 2729 2581 2358 1044 663
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=7
num_cat=0
split_feature=1 42 160 2 2 1
split_gain=1.26435e-05 2.85054e-05 3.15128e-05 4.19217e-05 2.4226e-05 2.06345e-05
threshold=0.11588000000000001 0.075730000000000006 -0.025879999999999997 0.090545000000000014 0.10097500000000002 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=0.017390691439755603 0.015970990888165108 -0.01317641156979258 -0.019306242164573339 0.016054815338057627 -0.0038949971175677744 -0.0027687280961880521
leaf_weight=0.0010108036418516085 0.0011304447707838972 0.0017577249988269747 0.0010578081458888994 0.0010454024417986048 0.0014571505287275918 0.0012235594642831821
leaf_count=242 191 1368 582 188 326 224
internal_value=0 -0.00235367 0.00180795 -0.00261607 0.00443873 0.0062305
internal_weight=0 0.00632889 0.00457116 0.00356036 0.00250255 0.002354
internal_count=3121 2706 1338 1096 514 415
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 16 0
split_gain=5.35408e-05 7.41295e-05 6.62901e-05 6.55499e-05 4.41718e-05 5.67353e-05 4.05474e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.0039400000000000008 0.16703000000000004 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00043764647200007951 0.00052373588295653232 0.00049313229722093349 -0.0004730949670812241 1.3471947681097715e-05 0.00047584243485286056 -8.5056126272620757e-05 -0.00049528183071021956
leaf_weight=0.0010070627735123657 0.001067789217975461 0.0010610612013405756 0.0011001617715557565 0.0012206861637934761 0.0010900358661728319 0.0019051282119414252 0.0011889033678525291
leaf_count=161 231 223 148 180 278 448 1452
internal_value=0 4.01039e-05 -2.81513e-05 4.75561e-05 -3.99194e-05 0.000119073 -0.00023755
internal_weight=0 0.00863377 0.00756598 0.00646581 0.00540475 0.00299516 0.00240959
internal_count=3121 2960 2729 2581 2358 726 1632
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=1.23939e-05 3.00244e-05 4.14378e-05 3.14868e-05 5.15944e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0092878380931487644 -0.01019632891334709 0.01975001258761085 0.0065269121642159995 0.01169589616739247 -0.020626543702584463
leaf_weight=0.0012401520181683405 0.0016928423696474766 0.0014242887960595517 0.0014951991222852271 0.0015170126914082192 0.0013153677991931344
leaf_count=862 828 482 466 180 303
internal_value=0 0.0015097 0.00495493 8.55825e-05 -0.00618112
internal_weight=0 0.00744471 0.00575187 0.00432758 0.00281057
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=8
num_cat=0
split_feature=1 3 150 13 16 1 2
split_gain=1.43479e-05 2.5628e-05 5.67769e-05 7.0253e-05 2.22537e-05 9.60373e-06 8.81068e-06
threshold=1.0000000180025095e-35 0.097915000000000016 0.087170000000000011 -0.063184999999999977 0.13751500000000003 0.10234000000000001 0.11448000000000001
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.017556824457191107 -0.0070304730380055446 -0.013005530792247567 -0.012022781836220272 0.017797448417611363 0.0022191178740189172 0.031432651453364623 2.0177665043703887e-05
leaf_weight=0.0010473222670032447 0.0010649177912240111 0.0010731627733180267 0.0011652324354654965 0.0010372810441044988 0.0012459717239938445 0.0010289723871477951 0.0010061426346919828
leaf_count=1371 454 139 156 333 241 268 159
internal_value=0 0.00241092 0.00682154 0.0138343 -0.00681234 0.0245876 -0.0067026
internal_weight=0 0.00637571 0.0042964 0.00313117 0.00229329 0.00206625 0.00207931
internal_count=3121 1509 1211 1055 1612 601 298
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=6
num_cat=0
split_feature=40 2 1 12 12
split_gain=1.27974e-05 3.75287e-05 5.1357e-05 4.96521e-05 2.73556e-05
threshold=-0.013874999999999998 0.093175000000000022 0.10508500000000001 0.079890000000000017 0.098330000000000015
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.0094909222790679707 0.018159861366770613 -0.022388447531059324 0.0019204833716694653 -0.014925460700472119 0.0071683537588036021
leaf_weight=0.0012148471422747005 0.0016769331500512217 0.0015896546759015659 0.0019173516526415886 0.001195833985190168 0.0010546551702220997
leaf_count=329 214 690 293 1423 172
internal_value=0 -0.00157955 -0.00909826 0.00513432 -0.00457155
internal_weight=0 0.00743443 0.00350701 0.00392742 0.00225049
internal_count=3121 2792 983 1809 1595
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=8
num_cat=0
split_feature=159 2 13 52 2 15 16
split_gain=2.23203e-05 2.72704e-05 4.08225e-05 5.73067e-05 7.05038e-05 9.70564e-05 4.56905e-05
threshold=-1.0000000180025095e-35 0.12198500000000001 0.0076650000000000008 -0.087769999999999987 0.10613000000000002 -0.0072999999999999992 -0.016164999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.0002733470213855336 -0.00032695827395614474 0.00032149465989835679 -0.0005247460058565032 3.9507001820380096e-05 -0.00019099293749140009 0.00078273862069453564 5.534826772611649e-05
leaf_weight=0.0010632279868808122 0.0010560098915553297 0.0010638605158961789 0.0010847091100262664 0.0015477543338287116 0.0012957314431761399 0.0011986773151990567 0.0010063177960223978
leaf_count=509 464 290 199 540 162 765 192
internal_value=0 2.84959e-05 -1.48622e-05 7.97642e-05 0.00018602 0.00036389 -0.000245573
internal_weight=0 0.00825306 0.0071892 0.00509817 0.00404216 0.00274643 0.00209103
internal_count=3121 2612 2322 1931 1467 1305 391
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=7
num_cat=0
split_feature=13 49 3 15 1 4
split_gain=1.37299e-05 3.55157e-05 4.04606e-05 6.13177e-05 8.31114e-05 7.89548e-06
threshold=-0.15078499999999997 0.0093850000000000027 -0.13309499999999996 -0.10091499999999999 0.089175000000000018 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.008366735777999788 -0.020241126722735148 0.015216136141758178 0.019352646825657224 0.010783438580865305 -0.026609572745132083 -0.01411700481116695
leaf_weight=0.0015900212777361367 0.0013316635696932737 0.0010324756293275637 0.0011691336814675986 0.0014972704067252795 0.0010005372853550748 0.0010233690964759276
leaf_count=230 236 601 229 1251 464 110
internal_value=0 -0.00191982 -0.00485781 -0.000490207 -0.00707861 -0.0202928
internal_weight=0 0.00705445 0.00602197 0.00469031 0.00352118 0.00202391
internal_count=3121 2891 2290 2054 1825 574
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=8
num_cat=0
split_feature=50 15 52 16 150 16 4
split_gain=7.51634e-05 6.87261e-05 4.25696e-05 8.37653e-05 6.82184e-05 8.48585e-05 3.90906e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.087769999999999987 -0.0094449999999999968 0.082565000000000013 -0.36241499999999999 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5
right_child=-2 2 3 6 -6 -7 -8
leaf_value=0.00052333256565870645 -0.00050266463350233414 -0.00028699553956815655 -0.00071553690845511399 0.00013437655340617672 0.00027128740630907259 -9.1120688568043883e-06 0.0006642168437560735
leaf_weight=0.0010853590516362805 0.0010132968274701856 0.0016136211294195879 0.001024700730882381 0.0011342769652275613 0.0013465980570098275 0.0018060232073953838 0.0010138903319753445
leaf_count=218 609 583 162 60 206 916 367
internal_value=0 6.05479e-05 -2.71964e-06 6.97986e-05 -9.20094e-05 -0.000264833 0.00038445
internal_weight=0 0.00902447 0.00793911 0.00632549 0.00417732 0.00283072 0.00214817
internal_count=3121 2512 2294 1711 1284 1078 427
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=6
num_cat=0
split_feature=15 52 2 4 3
split_gain=1.43103e-05 3.01874e-05 5.12008e-05 5.1704e-05 1.42574e-05
threshold=-0.11713499999999999 -0.087769999999999987 0.10097500000000002 -0.0016099999999999997 -0.03694999999999999
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.015654283536665321 -0.010636551113032633 0.025141310619941994 -0.0077389761541359686 0.00034381890488645252 0.001095968226705034
leaf_weight=0.0010261317600970782 0.0014286199502959521 0.0017295012153692388 0.0018185740562636239 0.0016363974685302772 0.0010066760378044351
leaf_count=222 626 1274 398 339 262
internal_value=0 0.00223421 0.00578085 0.0130855 -0.00735931
internal_weight=0 0.00661309 0.00518447 0.0033659 0.00203281
internal_count=3121 2637 2011 1613 484
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=6
num_cat=0
split_feature=42 160 16 15 49
split_gain=1.30388e-05 2.88798e-05 3.73605e-05 6.93804e-05 3.57344e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.052259999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.009544155558055609 -0.0099395666091066544 -0.0051263515062790902 -0.011258404752704169 0.0050695672176558505 0.029106348592599925
leaf_weight=0.0012317791195985148 0.0016844144371891429 0.001977232703004362 0.0011376129841439812 0.0010141188274974823 0.0015853870387324972
leaf_count=862 828 272 311 185 663
internal_value=0 0.00156782 0.00495984 0.00899111 0.0197291
internal_weight=0 0.00739877 0.00571435 0.00457674 0.00259951
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=6
num_cat=0
split_feature=52 147 160 13 4
split_gain=1.41679e-05 2.66709e-05 3.65849e-05 4.58938e-05 3.72916e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084034999999999985 -0.090289999999999981
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0077685280111442325 -0.020981968669994331 0.012657775719928608 0.01160331396533058 0.0065627542120609873 -0.017439158888791228
leaf_weight=0.0018394313900370598 0.0011226229792751074 0.0010337884232508483 0.0018026628497997141 0.0010091583474132937 0.0018053635887233662
leaf_count=771 777 124 416 107 926
internal_value=0 -0.00212792 -0.00479095 -0.000854265 -0.00883317
internal_weight=0 0.0067736 0.00573981 0.00461718 0.00281452
internal_count=3121 2350 2226 1449 1033
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=7
num_cat=0
split_feature=1 2 47 13 151 0
split_gain=1.45125e-05 2.89048e-05 2.45487e-05 3.88795e-05 4.73023e-05 1.45647e-05
threshold=0.077565000000000009 0.097220000000000015 0.086380000000000012 -0.0062949999999999994 -0.0064299999999999991 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4
right_child=2 -3 5 4 -6 -7
leaf_value=-0.01957009543840707 0.022309458432844102 0.0029516381214143095 -0.014908340332817144 0.017305059296139395 -0.0085579695167975894 0.0019448587922635244
leaf_weight=0.0010023452605793526 0.0011738823935802754 0.00132071581873048 0.00102650738551021 0.0011143535582803371 0.0019353286944742967 0.0010246352873796933
leaf_count=1214 679 422 90 134 368 214
internal_value=0 -0.00676595 0.00248608 0.00684496 0.000892378 -0.00648943
internal_weight=0 0.00232306 0.00627471 0.00422356 0.00304968 0.00205114
internal_count=3121 1636 1485 1181 502 304
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=8
num_cat=0
split_feature=484 160 12 4 13 16 0
split_gain=2.36921e-05 4.09454e-05 4.69683e-05 5.91151e-05 7.50156e-05 0.00010234 7.46815e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 0.076415000000000025 -0.084034999999999985 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00037124681676005075 0.00027968423521429763 -0.0003563637344255996 0.00032997552258178686 -5.2962902172715188e-05 8.4522437111210564e-05 -0.00074297849168632202 0.00060100105212460161
leaf_weight=0.0011869151666872848 0.0010424371043006335 0.0010763404014519449 0.0011398361536113311 0.0012282492085519741 0.0012901057241311909 0.001036049366029663 0.0014807916360870667
leaf_count=632 368 301 356 123 691 496 154
internal_value=0 -3.36446e-05 2.16146e-05 8.74982e-05 -8.21126e-05 -0.000284039 0.000304501
internal_weight=0 0.00843829 0.00725137 0.00617503 0.00346599 0.00232616 0.00270904
internal_count=3121 2753 2121 1820 1543 1187 277
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=8
num_cat=0
split_feature=14 15 4 15 2 4 16
split_gain=4.55098e-05 8.62933e-05 6.91579e-05 7.8792e-05 4.08177e-05 3.77433e-05 7.93217e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11093500000000002 0.0052350000000000009 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00039802908684922344 0.00056829730702537035 0.00053913654935216343 -0.00048565898950483601 -0.0006381297942221186 0.00027737119813484653 0.00014307789394307625 1.6561864718872562e-05
leaf_weight=0.0010022347703064075 0.0010561616267830394 0.0010481740954866392 0.0010952112933551566 0.001238835152967863 0.0011549783260830252 0.0012693007837054088 0.0016715101082494929
leaf_count=161 231 223 148 1341 296 241 480
internal_value=0 4.36523e-05 -3.04463e-05 4.76627e-05 -4.89046e-05 -0.000139066 -0.000262118
internal_weight=0 0.00853417 0.00747801 0.0063828 0.00533462 0.00417965 0.00291035
internal_count=3121 2960 2729 2581 2358 2062 1821
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=7
num_cat=0
split_feature=1 42 3 3 2 15
split_gain=1.23176e-05 3.96451e-05 4.13566e-05 2.50725e-05 5.10179e-05 1.60649e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.090900000000000009 0.10613000000000002 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.019608427573354764 0.0078176072749444343 -0.0043859024740104799 -0.012212107004070116 0.021334390874038503 -0.0087961230332042131 -0.021960513799807544
leaf_weight=0.0011555933912887747 0.0016287511863719737 0.0010139451285104697 0.0014699193221964762 0.0010082253268098931 0.00126963551280335 0.0010679519085495513
leaf_count=253 279 590 907 121 118 853
internal_value=0 -0.00183948 0.00306943 -0.00203022 0.00454023 -0.0134012
internal_weight=0 0.00698527 0.00490337 0.00374778 0.00227786 0.0020819
internal_count=3121 2842 1399 1146 239 1443
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=7
num_cat=0
split_feature=1 4 47 150 0 16
split_gain=1.17208e-05 2.46742e-05 3.7994e-05 5.24032e-05 5.10749e-05 2.12866e-05
threshold=1.0000000180025095e-35 -0.064804999999999988 0.086380000000000012 0.10635000000000001 -0.14920999999999998 0.13751500000000003
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.016810193849168865 -0.01217448403652667 0.0048682521057514952 -0.0065282092042521058 -0.0064545541219345722 0.034610428061014185 0.0026384642333904312
leaf_weight=0.0010290738535555168 0.001004441580108666 0.0011502582617048123 0.001877798481007015 0.0011335919615135318 0.0011592983649910066 0.0012419390005955215
leaf_count=1371 532 132 271 122 452 241
internal_value=0 0.00220058 0.00491418 0.0111545 0.0197975 -0.00617439
internal_weight=0 0.00632539 0.00532095 0.00344315 0.00230956 0.00227101
internal_count=3121 1509 977 706 584 1612
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=6
num_cat=0
split_feature=40 2 4 16 52
split_gain=1.20059e-05 3.02604e-05 4.70858e-05 0.000103485 5.54648e-05
threshold=-0.013874999999999998 0.11215000000000001 0.0061450000000000003 -0.094359999999999986 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0092192726974720234 -0.020126675191561017 -0.012366161666027812 -0.0052181060001372757 0.033613765020696129 0.0090143898428605256
leaf_weight=0.0012109014035620791 0.0014834566158177702 0.0019079463966910175 0.0016146690351253779 0.001193595745825519 0.0011669099419779534
leaf_count=329 1097 420 272 181 822
internal_value=0 -0.00152531 0.00226388 0.0112866 -0.00729638
internal_weight=0 0.00736658 0.00545863 0.00280826 0.00265037
internal_count=3121 2792 2372 453 1919
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=7
num_cat=0
split_feature=42 43 3 0 0 4
split_gain=1.237e-05 2.98314e-05 4.0792e-05 7.6052e-05 5.11691e-05 2.60326e-05
threshold=-1.0000000180025095e-35 0.084740000000000024 -0.13927999999999999 -0.052984999999999997 -0.11756999999999999 0.08184000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0092961676430155481 0.021615944455494519 -0.013117535092928338 0.0078381742917461202 -0.023684602850045863 0.021923851187933809 -0.012275665291200707
leaf_weight=0.0012275372708695385 0.0011171745318574178 0.001165856797880534 0.0013614351577764449 0.0010339662572885428 0.0014277500884541973 0.0012201721445823143
leaf_count=862 216 175 184 264 1276 144
internal_value=0 0.00155071 0.00432663 0.000496784 0.00673288 -0.00166844
internal_weight=0 0.00732635 0.0061605 0.00504332 0.00400936 0.00258161
internal_count=3121 2259 2084 1868 1604 328
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.32763e-05 2.78462e-05 4.3009e-05 6.15177e-05 4.94369e-05 4.43431e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.012790781752688725 0.0089076055293678524 0.013316273617975924 0.01437842531432475 -0.035553544163434474 -0.0057839576199535479 -0.012396099719614117
leaf_weight=0.00158200319884744 0.0013975873496140214 0.0010466357672313971 0.0010213650988770305 0.0011057495868261522 0.0011257695891718365 0.0012523409755127134
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -0.00175093 -0.00434158 -0.00811585 -0.0205352 0.00166208
internal_weight=0 0.00713386 0.00608723 0.00506586 0.00223152 0.00283434
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=7
num_cat=0
split_feature=147 52 13 2 2 4
split_gain=1.34838e-05 3.69018e-05 4.2937e-05 5.68199e-05 4.50013e-05 4.00179e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096015000000000017 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.019856867977847512 0.010191749713696997 -0.018479477970620394 -0.015090797622743742 -0.022414526151698456 0.020551204506256492 0.0078677818857335029
leaf_weight=0.001049270789284653 0.0011249794663855551 0.0010975400987075215 0.0014599883278249128 0.0011079302871374978 0.0010872585385478984 0.0015817385158635503
leaf_count=129 183 496 1404 309 335 265
internal_value=0 -0.00156068 0.00139327 -0.0023061 0.00308959 -0.00315203
internal_weight=0 0.00738373 0.00628619 0.00523692 0.00412899 0.00304173
internal_count=3121 2938 2442 2313 2004 1669
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=6
num_cat=0
split_feature=484 3 1 4 48
split_gain=1.41509e-05 2.61024e-05 5.12641e-05 4.03014e-05 6.74389e-05
threshold=0.073690000000000019 -0.13309499999999996 0.12500000000000003 -0.080924999999999983 0.083685000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012609063968912657 0.010745018645735164 0.01138231902553484 0.019528891543452942 -0.021497184075912515 0.0080830290981970844
leaf_weight=0.0016590342566069624 0.0010698603344220575 0.0013153722648939657 0.0012518416782877255 0.0018876611225538706 0.0013025953478421491
leaf_count=276 394 601 214 1241 395
internal_value=0 -0.00155738 0.0016272 -0.00334659 -0.00941946
internal_weight=0 0.0074165 0.00575747 0.00450563 0.00319026
internal_count=3121 2727 2451 2237 1636
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=7
num_cat=0
split_feature=159 15 52 16 2 150
split_gain=2.41152e-05 4.52638e-05 4.27825e-05 3.23855e-05 6.7604e-05 4.08921e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.12005499999999998 -0.084119999999999986 0.096540000000000015 0.082565000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.00028203586082439785 0.0004175549408986197 -0.00039851095279529235 -0.00027048260342678109 -0.00010333204546560835 0.00047722607686022953 0.00020173031116722996
leaf_weight=0.0010587035579750102 0.001026374989218517 0.0010018965784574004 0.0019962891283526471 0.0015781676686091445 0.0015080369917107566 0.0010900406443033199
leaf_count=509 224 507 651 837 254 139
internal_value=0 3.24155e-05 -2.26826e-05 3.83201e-05 0.000180351 -0.000103705
internal_weight=0 0.00820081 0.00717443 0.00617253 0.0030862 0.00308633
internal_count=3121 2612 2388 1881 1091 790
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=7
num_cat=0
split_feature=4 15 151 15 15 0
split_gain=1.26702e-05 4.37928e-05 2.95488e-05 5.48351e-05 4.98664e-05 6.87504e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.037864999999999989 1.0000000180025095e-35 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.012038391176480107 0.017620066680192892 -0.0084502793926657521 -0.02379975717708854 0.026075831317968385 -0.017147288104539134 -0.0078639363722610017
leaf_weight=0.0011196498651757682 0.0014215842821987197 0.0011784710440051259 0.0012710610075602315 0.0011572889795863376 0.0011012203401399344 0.0012324313893550187
leaf_count=463 266 160 737 214 1157 124
internal_value=0 0.00580372 -0.00257914 -0.00601604 0.000459065 0.00857235
internal_weight=0 0.00260006 0.00588165 0.004762 0.00349094 0.00238972
internal_count=3121 426 2695 2232 1495 338
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=5
num_cat=0
split_feature=49 52 2 15
split_gain=1.19596e-05 2.84529e-05 6.83252e-05 5.95465e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0069366036686958777 -0.010011014680140908 0.011420699632325945 -0.020438828136342013 0.016561543295183789
leaf_weight=0.0019174989777648171 0.0016875265618967344 0.0012655971208668767 0.0019006989402172336 0.0016857341988350833
leaf_count=425 601 504 539 1052
internal_value=0 -0.00204441 -0.00527565 0.0032682
internal_weight=0 0.00653956 0.00527396 0.00337326
internal_count=3121 2696 2192 1653
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=7
num_cat=0
split_feature=2 52 4 12 13 1
split_gain=1.41127e-05 3.05228e-05 3.61288e-05 2.6475e-05 2.28051e-05 1.9436e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 0.092200000000000018 -0.08971999999999998 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.019084332862698582 0.015247294728123926 0.012210609064582181 -0.017280197945541722 0.004430135860860821 -0.010562915391138756 0.0078526068998221888
leaf_weight=0.0010013524907147584 0.0013113513122451682 0.0015652132695753145 0.0012515144819578525 0.0010190715188789206 0.0011377884156764122 0.0011547805339446663
leaf_count=410 200 1320 342 130 524 195
internal_value=0 -0.00353715 0.000521512 -0.00753629 0.00472936 -0.00128691
internal_weight=0 0.00483715 0.0038358 0.00227059 0.00360392 0.00229257
internal_count=3121 2202 1792 472 919 719
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=7
num_cat=0
split_feature=1 13 3 3 15 13
split_gain=1.36884e-05 3.26107e-05 2.72356e-05 5.84918e-05 7.73915e-06 3.76605e-06
threshold=0.091615000000000016 -0.029529999999999997 -0.13309499999999996 0.083060000000000009 -0.07490999999999999 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3
right_child=2 5 3 4 -6 -7
leaf_value=-0.016534721188481691 -0.010185004549599088 0.0076085156918623822 0.021476527812702335 0.0023294352599791119 -0.0095720988970907969 -0.0010440855210188951
leaf_weight=0.001411142783536528 0.0011492422412799205 0.0010087255446337932 0.0016656041209346106 0.0011366624996335083 0.0010520883046304837 0.0010034053625312478
leaf_count=1193 177 572 575 163 137 304
internal_value=0 -0.00488 0.0033263 0.00735492 -0.00339139 0.00329365
internal_weight=0 0.00342327 0.0050036 0.00385435 0.00218875 0.00201213
internal_count=3121 2069 1052 875 300 876
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=7
num_cat=0
split_feature=159 2 0 2 0 2
split_gain=2.22322e-05 4.01204e-05 7.25657e-05 4.33363e-05 3.87544e-05 3.55538e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 -0.10607499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00027418477660195474 0.00014247123486791003 -0.00019015777761113219 0.00012448148443653238 0.00067111359995360078 5.5347650777270638e-05 -0.00039592851575032416
leaf_weight=0.0010433619305167613 0.0017238292834724995 0.0012455112784514181 0.0011036222526492933 0.0011270138252633629 0.0010644730491480969 0.0018168408348127633
leaf_count=509 226 120 310 386 177 1393
internal_value=0 2.99537e-05 0.000188971 0.000400664 -9.00791e-05 -0.000229209
internal_weight=0 0.00808129 0.00347615 0.00223064 0.00460514 0.00288131
internal_count=3121 2612 816 696 1796 1570
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=8
num_cat=0
split_feature=50 15 160 12 4 13 15
split_gain=5.03343e-05 7.43495e-05 3.80119e-05 0.000102702 5.65166e-05 0.000105491 7.80907e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00053577703686922282 -0.0004179912423499494 0.00028206115357033105 -0.00064975470846875881 0.00027861704087491938 -0.00017369297545895889 -0.00054156012417450126 0.00048700267677650056
leaf_weight=0.0010468864927645352 0.0010039700356622968 0.001314579267802026 0.0010335679602547481 0.0010521903144545782 0.0011705530308610029 0.0014120489467874689 0.0016676803390028492
leaf_count=218 615 532 189 278 132 905 252
internal_value=0 4.56936e-05 -2.13678e-05 -8.43222e-05 2.5893e-05 -0.000191358 0.000214517
internal_weight=0 0.00869751 0.00765062 0.00633604 0.00530247 0.00246424 0.00283823
internal_count=3121 2506 2288 1756 1567 1183 384
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=7
num_cat=0
split_feature=159 2 0 2 0 3
split_gain=3.07735e-05 3.47307e-05 7.35241e-05 5.16853e-05 3.42937e-05 4.91092e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 -0.10607499999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00031805167842796113 0.00014674008513340062 -0.00019266408810150428 9.8816554830304527e-05 0.00069726573014583407 0.00014573114093362395 -0.00039258189549924298
leaf_weight=0.0010444103735660218 0.001715666916776212 0.0012502309648146819 0.0010957481607823283 0.0011239949692954862 0.0010032874215202105 0.001858521661571889
leaf_count=509 226 120 310 386 79 1491
internal_value=0 3.96985e-05 0.000187646 0.000401849 -7.24536e-05 -0.000203861
internal_weight=0 0.00804745 0.00346997 0.00221974 0.00457748 0.00286181
internal_count=3121 2612 816 696 1796 1570
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=7
num_cat=0
split_feature=2 52 4 3 1 12
split_gain=1.36811e-05 2.51352e-05 3.2329e-05 2.45567e-05 4.96272e-05 2.15705e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 0.12178000000000001 0.10587000000000001 0.092200000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4
right_child=3 2 5 -5 -6 -7
leaf_value=-0.01760013654395735 -0.003359022932798435 0.011223419470194743 -0.016223937884502559 -0.0054529726736456665 0.026896731942986168 0.0033674344338144833
leaf_weight=0.0010011866161068624 0.0011137418016776736 0.0015702279572976331 0.0012528964320183832 0.0014462474157247544 0.0010562989248062132 0.0010191244456197708
leaf_count=410 499 1320 342 174 246 130
internal_value=0 -0.00348777 0.000189537 0.0046411 0.0113684 -0.00743615
internal_weight=0 0.00484344 0.00384225 0.00361629 0.00217004 0.00227202
internal_count=3121 2202 1792 919 745 472
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=8
num_cat=0
split_feature=14 15 4 15 2 52 1
split_gain=6.15426e-05 8.89782e-05 6.98886e-05 7.39441e-05 4.49253e-05 5.40578e-05 5.01308e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.11093500000000002 0.089325000000000015 0.086455000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00047105522702301108 0.00058897424122687423 0.00053073349555052306 -0.00048424555184550382 0.00027179970557524561 0.00030211734727656977 -0.00046014413157878075 -0.0002461796954605107
leaf_weight=0.0010040154127350836 0.0010087652868322264 0.0010235637365306211 0.0011149721806278795 0.0014485058998576145 0.0011343614066771394 0.0013552112294699138 0.0014251059899856304
leaf_count=161 231 223 148 960 296 530 572
internal_value=0 4.22356e-05 -3.1285e-05 4.77909e-05 -4.43787e-05 -0.000137325 1.4919e-05
internal_weight=0 0.00851049 0.00750172 0.00638675 0.00536318 0.00422882 0.00287361
internal_count=3121 2960 2729 2581 2358 2062 1532
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=6
num_cat=0
split_feature=52 13 2 13 1
split_gain=1.26161e-05 2.57685e-05 2.84637e-05 3.87475e-05 6.70179e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.0076650000000000008 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.015692346852669996 -0.0095489226675588602 -0.0031520543019392627 -0.014342816019718705 -0.0091028943505551633 0.026705077649210818
leaf_weight=0.0010934825122212305 0.0011938637289522934 0.0018036373335726654 0.0012643447571341641 0.0018181057322681263 0.0012891094250896385
leaf_count=148 501 1453 344 351 324
internal_value=0 0.00154301 -0.000962509 0.00248238 0.00929291
internal_weight=0 0.00726868 0.0061752 0.00491085 0.00309275
internal_count=3121 2620 2472 2128 1777
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=7
num_cat=0
split_feature=147 52 151 4 15 13
split_gain=1.20028e-05 3.35549e-05 3.75692e-05 3.6369e-05 5.49986e-05 3.63272e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.0083949999999999979 0.24564500000000003 -0.037864999999999989 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.016206430571808341 0.0096158305414066753 -0.01766697965781901 -0.018871051859284709 0.019793323250982018 0.021947171086022496 -0.0012731962105802718
leaf_weight=0.0010205789311250506 0.0011214534544587342 0.0010915886817359135 0.0011018676418395002 0.0012314157363965345 0.0010754186185849884 0.0018038230593381427
leaf_count=368 183 496 584 245 305 940
internal_value=0 -0.00149342 0.00133902 0.0047743 0.000128701 0.00739979
internal_weight=0 0.00732469 0.0062331 0.00521253 0.00398111 0.00287924
internal_count=3121 2938 2442 2074 1829 1245
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=6
num_cat=0
split_feature=49 12 3 1 2
split_gain=1.36267e-05 3.23565e-05 6.64903e-05 4.94938e-05 3.40339e-05
threshold=-0.043469999999999995 1.0000000180025095e-35 0.12178000000000001 0.094465000000000007 0.083995000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0074064517689600793 0.00023305726242784709 -0.021152483734591887 -0.01658391307698371 0.029582883461307597 -0.00032406193965287206
leaf_weight=0.0019119933494286924 0.0012151507553273457 0.0013886057263208919 0.0010171278427018632 0.0010899177060534472 0.0018033213190418111
leaf_count=425 197 646 147 243 1463
internal_value=0 -0.00219503 0.00471319 0.0141107 -0.00938519
internal_weight=0 0.00651412 0.0033222 0.00230507 0.00319193
internal_count=3121 2696 587 440 2109
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=7
num_cat=0
split_feature=52 0 15 15 3 42
split_gain=1.27712e-05 5.66801e-05 4.61248e-05 7.50239e-05 6.86416e-05 3.59377e-05
threshold=0.10744000000000002 0.11070500000000001 -0.016799999999999995 0.024640000000000006 0.097915000000000016 0.079510000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.013478049758707445 0.0086616823804577473 -0.02347293518911674 0.033694222012496992 -0.0043810958871253946 -0.024230649133299607 -0.010365040631273557
leaf_weight=0.001671114353242186 0.00141182189646948 0.001026334822878408 0.0010016035075158889 0.0010707110484527303 0.0012091175682427307 0.0010167947578842312
leaf_count=439 553 138 302 938 170 581
internal_value=0 -0.00176497 0.00196737 0.0140217 -0.00444274 0.00445857
internal_weight=0 0.00699568 0.00596934 0.00207231 0.00389703 0.00268791
internal_count=3121 2568 2430 1240 1190 1020
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=2.5634e-05 4.16393e-05 4.68754e-05 6.39476e-05 5.19747e-05 3.61754e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00019377649462728555 0.00023121080050810257 0.00030280387752815131 0.00025956103731320787 -0.00070955261714251896 -0.00013488999426437609 -0.00023509237026305113
leaf_weight=0.0017286139655375847 0.0015099894333291805 0.001112527873222172 0.001113767743332876 0.0012007286600567862 0.0012198161545663333 0.0013441910578107681
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -4.81365e-05 -0.000107229 -0.000181595 -0.000419956 6.16886e-06
internal_weight=0 0.00771965 0.00660712 0.00549335 0.00242054 0.00307281
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=7
num_cat=0
split_feature=159 1 150 42 3 2
split_gain=2.72943e-05 4.08018e-05 3.91387e-05 5.66673e-05 9.55049e-05 5.30067e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.081835000000000019 0.085505000000000012 0.090900000000000009 0.08839000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00030206524929677459 -1.6501998616513175e-05 0.00036111687334246283 0.00024430910825896875 -0.0004734201513003279 -0.00036637067871068301 0.00055416223660664874
leaf_weight=0.0010630182437371205 0.0013769948160032616 0.0012301250534369817 0.0015887264862447289 0.0012413998567664015 0.0016270924524848934 0.0011471074495230402
leaf_count=509 652 216 370 723 141 510
internal_value=0 3.18454e-05 -2.6173e-05 -0.00010586 4.05702e-06 0.000242843
internal_weight=0 0.00821145 0.00698132 0.00539259 0.00415119 0.0025241
internal_count=3121 2612 2396 2026 1303 1162
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=6
num_cat=0
split_feature=2 52 0 0 4
split_gain=1.34927e-05 4.3322e-05 4.29433e-05 5.371e-05 3.18902e-05
threshold=0.10912000000000001 0.089325000000000015 -0.10607499999999999 -0.019414999999999998 0.053925000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.014062863320691408 0.018563104341367664 -0.017897235620235524 -0.020541856766555008 0.008129747116193976 -0.0038559171274263147
leaf_weight=0.001804830270178246 0.001133229273343967 0.0014166007567394346 0.0012875346362488599 0.001326479372288933 0.0014416774389043941
leaf_count=279 294 619 1407 195 327
internal_value=0 -0.00267958 0.00219892 -0.00599247 0.00601081
internal_weight=0 0.00583545 0.00441884 0.00261401 0.00257491
internal_count=3121 2500 1881 1602 621
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=7
num_cat=0
split_feature=147 151 4 52 16 12
split_gain=1.87179e-05 4.53693e-05 4.37702e-05 3.91645e-05 5.31297e-05 3.37128e-05
threshold=0.087210000000000024 -0.044604999999999992 0.27287000000000006 -0.092399999999999982 -0.094359999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00038688104812962295 0.00025020778390837133 -0.00038899417965166088 0.00038804838899895457 -0.0002382408108643848 0.00036659423112895293 -5.6229338720956224e-05
leaf_weight=0.0011926459878491575 0.0010022764163558811 0.0010208812202265527 0.0010887964950363422 0.0017380376479444247 0.0017632013162482596 0.0012312771918528923
leaf_count=406 149 465 262 408 189 1242
internal_value=0 -3.39707e-05 2.75442e-05 -4.06791e-05 3.44582e-05 0.000192737
internal_weight=0 0.00803484 0.00684219 0.0057534 0.00473252 0.00299448
internal_count=3121 2972 2566 2304 1839 1431
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 43
split_gain=2.83628e-05 4.5734e-05 3.77662e-05 9.53683e-05 8.14545e-05 3.98191e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.15350499999999997 0.10774000000000002 -0.10607499999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00030860173855300807 0.00042306397861622435 -0.00027567209184166353 0.00037893685638606446 0.00053131729658840413 -2.3418327643229606e-05 -0.00046840072994983853
leaf_weight=0.0010584118693821821 0.0010102871521523137 0.001721508377131622 0.0010787887970733789 0.0012559978509640449 0.0015400946929910869 0.001552569366854432
leaf_count=509 224 172 178 384 696 958
internal_value=0 3.25618e-05 -2.26238e-05 5.76394e-05 -8.4982e-05 -0.000246807
internal_weight=0 0.00815925 0.00714896 0.00542745 0.00417145 0.00309266
internal_count=3121 2612 2388 2216 1832 1654
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=6
num_cat=0
split_feature=43 43 4 3 3
split_gain=1.22741e-05 4.99358e-05 2.40852e-05 4.68228e-05 3.05925e-05
threshold=-0.04890499999999999 -0.090869999999999992 -0.059649999999999988 0.090900000000000009 -0.11255999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0043764013141461451 -0.013219658785243874 0.023148073104326178 0.0028970586643009221 0.01270613214603448 -0.021585331437739677
leaf_weight=0.0018859282849773133 0.0015807573403288054 0.0010132750450656662 0.0010403121014780298 0.0018966355218696641 0.0010019908493924747
leaf_count=508 890 947 102 249 425
internal_value=0 0.00524344 -0.0027923 0.00139237 -0.00911445
internal_weight=0 0.0028992 0.0055197 0.00393894 0.0020423
internal_count=3121 1455 1666 776 527
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=8
num_cat=0
split_feature=159 2 0 2 4 0 0
split_gain=2.46782e-05 3.30282e-05 8.1296e-05 3.89031e-05 3.668e-05 6.5385e-05 5.87986e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 0.0052350000000000009 -0.10607499999999999 -0.071924999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00028665586158218903 -0.00060466967409377533 -0.00022970985014024963 0.00013657972669396413 0.00065226406362412718 0.00045236125319472975 -0.00018410508099137756 5.6558471546527495e-05
leaf_weight=0.0010520049417526668 0.001021791089641233 0.0012237657843603231 0.0011085239171224068 0.0011417272951049391 0.0010642363861632954 0.0014885466301365192 0.0010466669932745177
leaf_count=509 1230 120 310 386 119 222 225
internal_value=0 3.25772e-05 0.000177028 0.000398226 -7.60138e-05 8.1233e-05 -0.00027008
internal_weight=0 0.00809526 0.00347402 0.00225025 0.00462124 0.00255278 0.00206846
internal_count=3121 2612 816 696 1796 341 1455
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=7
num_cat=0
split_feature=3 2 47 4 4 2
split_gain=1.17438e-05 2.75852e-05 4.08587e-05 4.0433e-05 4.84302e-05 2.36496e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 -0.10429499999999998 -0.0016099999999999997 0.082275000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.024511607629793524 0.0084341007838981113 0.013426917156078029 0.0093231986525775263 0.014363589517262139 -0.0017987927088138605 -0.023027225224321629
leaf_weight=0.0012466265659089636 0.001373218198302619 0.0010322558602097135 0.0016168749631830046 0.0010449029216432048 0.0010945823916414309 0.0010081459850210411
leaf_count=272 192 328 318 1454 148 409
internal_value=0 -0.00167498 -0.00426834 -0.00926937 -0.00323265 -0.0119767
internal_weight=0 0.00704339 0.00601113 0.00439426 0.00314763 0.00210273
internal_count=3121 2929 2601 2283 2011 557
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=7
num_cat=0
split_feature=0 160 1 0 3 3
split_gain=1.27961e-05 4.32271e-05 4.92823e-05 9.60569e-05 3.80829e-05 2.87226e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 0.0068900000000000012 -0.13309499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2
right_child=4 2 3 -5 -6 -7
leaf_value=-0.019669306564713007 0.0009956108237693731 -0.014212976706859096 -0.011110521687659324 0.028218418377157679 -0.011722820595268571 0.022738399250575095
leaf_weight=0.001214433668739078 0.0012669092899587203 0.001245176376099119 0.0011495273090346252 0.0013507355030050474 0.0010040984827416094 0.0011674207260627119
leaf_count=821 172 1291 114 322 133 268
internal_value=0 -0.00327447 0.00204145 0.0101364 0.00466369 0.0114227
internal_weight=0 0.00495987 0.00374544 0.00250026 0.00343843 0.00243433
internal_count=3121 2548 1727 436 573 440
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=7
num_cat=0
split_feature=12 0 16 4 4 4
split_gain=1.24171e-05 4.27028e-05 3.93519e-05 5.68946e-05 3.46925e-05 8.13055e-05
threshold=0.051320000000000005 -0.019414999999999998 -0.16927999999999996 -0.083854999999999985 0.09173000000000002 0.0045450000000000013
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.011498182969105965 0.0071352394049742701 0.021773827250361935 0.0023807249733712359 -0.030131933601987071 -0.014760263317108557 0.026948983888828944
leaf_weight=0.0012150412140401008 0.0017146029677187142 0.0010002132355204593 0.0011259422250098729 0.0010311339798277756 0.0012809130816823747 0.0010049799764445012
leaf_count=254 219 190 474 1607 260 117
internal_value=0 0.00355116 -0.00417271 -0.0131611 -0.00165504 0.00590644
internal_weight=0 0.00450115 0.00387168 0.00215708 0.00350093 0.00222002
internal_count=3121 821 2300 2081 631 371
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=7
num_cat=0
split_feature=50 15 15 51 0 3
split_gain=6.16022e-05 6.86505e-05 9.01583e-05 4.86e-05 9.18328e-05 8.26569e-05
threshold=0.079410000000000008 -0.24436499999999997 -0.095869999999999983 -0.084389999999999979 -0.10474999999999998 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0005061405093267884 -0.00046479471284403042 -0.00039474922826603879 -0.00022333885230719437 0.00056340877265934389 0.000406182892921378 -0.00026859852747206764
leaf_weight=0.0011035939486907934 0.0010004451566381469 0.0018488934217258599 0.0013747639136223568 0.0016745021280836223 0.0011282741684300632 0.0018298394473786534
leaf_count=218 609 330 400 239 111 1214
internal_value=0 4.82048e-05 -1.61228e-05 0.000100407 0.000196481 -1.12256e-05
internal_weight=0 0.00895987 0.00785627 0.00600738 0.00463262 0.00295811
internal_count=3121 2512 2294 1964 1564 1325
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=9
num_cat=0
split_feature=14 15 42 13 3 3 2 16
split_gain=5.04064e-05 0.000104322 5.95569e-05 5.46543e-05 4.79363e-05 4.29137e-05 2.45657e-05 1.33293e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.092620000000000022 0.11596500000000001 0.090900000000000009 -0.10831999999999999 0.10559 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -7
right_child=1 2 -4 -5 6 7 -8 -9
leaf_value=-0.00041264006695919885 0.00062385917662774318 0.00012519330381057057 -0.00045258081205850779 0.00044929374666238098 0.00039805648374547893 -0.00020487319485155051 -1.3710644082587487e-05 -0.00052344254511430173
leaf_weight=0.0010013471315859406 0.0010735487403292221 0.0010425389566690408 0.0010936506822319609 0.0010596374362353313 0.0010505677928340906 0.0010068511593001976 0.0011857575145004908 0.0010130145943480192
leaf_count=161 231 185 535 136 108 782 130 853
internal_value=0 5.24049e-05 -2.99197e-05 4.27788e-05 -3.85158e-05 -0.000197888 0.000179727 -0.000364644
internal_weight=0 0.00852557 0.00745202 0.00635837 0.00529873 0.0030624 0.00223633 0.00201987
internal_count=3121 2960 2729 2194 2058 1820 238 1635
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=7
num_cat=0
split_feature=159 2 150 0 16 43
split_gain=2.44751e-05 3.93456e-05 5.61373e-05 7.18627e-05 5.83361e-05 4.03546e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.14920999999999998 0.15891500000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00028949963178609737 0.00010912966783683735 -0.0004180396577290638 0.00051299326903152731 0.0004418926124529352 -0.00015003368824609506 -0.0003280935974325977
leaf_weight=0.0010315036866493316 0.0014571025112433363 0.0010230402858731999 0.001191798514709074 0.0015309472682118125 0.0011000923829460958 0.0018320756422473068
leaf_count=509 552 102 222 661 312 763
internal_value=0 3.11119e-05 0.000143457 2.29311e-05 0.000194396 -0.000134404
internal_weight=0 0.00813506 0.00484588 0.00365408 0.00263104 0.00328918
internal_count=3121 2612 1297 1075 973 1315
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=7
num_cat=0
split_feature=2 13 0 16 0 1
split_gain=1.30604e-05 2.12474e-05 2.09988e-05 4.36764e-05 1.81296e-05 1.74837e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -0.083539999999999989 0.010870000000000003 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=0.0012293676479155785 0.01467934645539899 -0.010056219299525453 0.013692621288598848 -0.024911559777407062 -0.0046299056049695616 0.0074739955324544527
leaf_weight=0.0015722320883612105 0.0013123561952860957 0.0011387252923867992 0.0010070894497400283 0.001076970408186969 0.0011644223558293395 0.00113699206145158
leaf_count=699 200 524 108 1256 139 195
internal_value=0 0.00454593 -0.00342224 -0.00939761 0.0038676 -0.00129779
internal_weight=0 0.00358807 0.00482071 0.0026492 0.00217151 0.00227572
internal_count=3121 919 2202 1955 247 719
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 4
split_gain=3.74967e-05 4.04205e-05 6.27803e-05 4.30243e-05 5.891e-05 6.79113e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00038393037586106497 0.00034055198246638513 -0.00043590331907184812 0.00036474581286839481 0.00011385043852094528 0.00028266714521102648 -0.00047693622698614019
leaf_weight=0.0011916146974958151 0.0010688990151687837 0.0010573302206771168 0.0015433692255121118 0.0015170627820953494 0.0016647924745700139 0.0014757750087688341
leaf_count=632 368 713 467 580 180 181
internal_value=0 -4.92315e-05 5.71668e-06 8.10171e-05 -1.30002e-05 -0.000177468
internal_weight=0 0.00844994 0.00725833 0.006201 0.00465763 0.00299284
internal_count=3121 2753 2121 1408 941 761
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=7
num_cat=0
split_feature=50 160 12 49 3 1
split_gain=6.62573e-05 7.37092e-05 6.03835e-05 5.05362e-05 9.51729e-05 0.000119139
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 -0.043469999999999995 -0.13309499999999996 0.094825000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00041894025480381934 -0.00047854438805753529 -0.0004626545200697188 0.00032447515681308456 -0.00053689813246308841 -0.00030962445211609574 0.00047503890563581509
leaf_weight=0.0016951578244913477 0.0010098731993930269 0.0010819931188572789 0.0017179069509137843 0.0012171173207213963 0.0013800565963582177 0.0016140435150554444
leaf_count=625 615 267 210 172 1052 180
internal_value=0 5.20274e-05 -3.66853e-05 4.10489e-05 -7.45708e-05 0.000113368
internal_weight=0 0.00870628 0.00701112 0.00592912 0.00421122 0.0029941
internal_count=3121 2506 1881 1614 1404 1232
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=7
num_cat=0
split_feature=484 15 15 0 3 52
split_gain=1.28996e-05 2.61336e-05 4.26302e-05 4.50407e-05 2.76912e-05 3.79018e-05
threshold=0.073690000000000019 -0.13578499999999996 -0.03241999999999999 -0.10836499999999999 0.10542000000000001 0.0046550000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.012570288464896929 0.010255604923342806 -0.0012249687428890512 -0.02500570674439688 0.025912224973700583 0.0071490736558499236 0.0014792016315079272
leaf_weight=0.0016576630798046631 0.001065521089283655 0.0012890060661329798 0.0011311453927359068 0.0011638276538104425 0.0010966314352624197 0.0010345041036156897
leaf_count=359 394 199 726 643 81 719
internal_value=0 -0.00151556 0.00169085 0.0116512 -0.00579808 -0.0123542
internal_weight=0 0.00737278 0.00571511 0.00245283 0.00326228 0.00216565
internal_count=3121 2727 2368 842 1526 1445
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=7
num_cat=0
split_feature=159 15 15 16 49 3
split_gain=3.62157e-05 4.42649e-05 4.02871e-05 4.44743e-05 5.87048e-05 7.8847e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.095869999999999983 0.16703000000000004 -0.069799999999999987 -0.0080949999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00034412118375629666 0.00041972496270552707 -0.00027800887549402911 -0.0002236927258633883 -0.00020178808788091636 5.7075543386575825e-05 0.00071949411540481222
leaf_weight=0.001068409954350486 0.0010304918588964424 0.0017067263695427718 0.0010159119118535874 0.001663573016813209 0.0017093467664480572 0.0011594387689165674
leaf_count=509 224 335 230 414 1266 143
internal_value=0 3.94507e-05 -1.45631e-05 6.64766e-05 0.000181358 0.000324796
internal_weight=0 0.00828549 0.007255 0.00554827 0.0038847 0.00286879
internal_count=3121 2612 2388 2053 1639 1409
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=7
num_cat=0
split_feature=3 13 12 48 1 1
split_gain=2.37608e-05 3.66215e-05 8.05617e-05 6.62209e-05 3.80336e-05 2.80549e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 0.083345000000000016 0.094715000000000008
decision_type=2 2 2 2 2 2
left_child=-1 4 3 5 -2 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00019828545336568465 -8.2693476432108272e-05 -4.0372547894387282e-05 -0.00050613166615621867 -0.00035851344377406012 0.00043668029843110714 0.00037906454708447394
leaf_weight=0.0017979997280053598 0.0011521541632250735 0.0010682614489186367 0.001612950782959339 0.001207843118285294 0.0010237582899878376 0.001438968222096478
leaf_count=303 530 158 1422 167 313 228
internal_value=0 -5.26764e-05 -0.000140213 1.86552e-05 0.00016167 0.000200354
internal_weight=0 0.00750394 0.00532802 0.00371507 0.00217591 0.00250723
internal_count=3121 2818 1975 553 843 386
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=7
num_cat=0
split_feature=47 52 2 0 16 52
split_gain=2.81569e-05 4.49583e-05 4.43521e-05 5.6508e-05 4.71318e-05 5.88768e-05
threshold=0.11893500000000001 0.11434500000000002 0.089885000000000007 -0.10607499999999999 -0.29154999999999992 -0.046924999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.00027389742320517907 -0.00031165027252898474 -0.00035425319018035379 0.00055542248081055855 -0.0003042063304529538 0.0003604996868107158 -0.00016736660839529905
leaf_weight=0.001000827262099108 0.0010129754947567253 0.0010033453726676807 0.0011397750239636934 0.0018548360795148614 0.0015972924202384328 0.0016531619376236504
leaf_count=137 115 472 186 1316 531 364
internal_value=0 3.47461e-05 8.86112e-05 -0.000101598 0.000212334 9.203e-05
internal_weight=0 0.00824924 0.00724589 0.00285566 0.00439023 0.00325045
internal_count=3121 3006 2534 1453 1081 895
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=6
num_cat=0
split_feature=49 12 3 2 1
split_gain=1.33236e-05 2.96465e-05 6.13202e-05 3.60983e-05 3.54383e-05
threshold=-0.043469999999999995 1.0000000180025095e-35 0.12178000000000001 0.083995000000000014 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.0072723707658056474 0.0017979155731273335 -0.02120214406335998 -0.015988150890328453 0.00020848793508232208 0.026617796184553167
leaf_weight=0.0019270288634503762 0.0012264317403621349 0.0013873259169011058 0.0010210628003867279 0.001821171264600947 0.0010835041886835869
leaf_count=425 197 646 147 1463 243
internal_value=0 -0.00218885 0.00441928 -0.00904928 0.01344
internal_weight=0 0.0065395 0.003331 0.0032085 0.00230994
internal_count=3121 2696 587 2109 440
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=7
num_cat=0
split_feature=159 160 16 151 12 2
split_gain=1.34643e-05 5.06657e-05 3.80433e-05 4.86617e-05 7.22993e-05 4.05302e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -0.056919999999999991 -0.0083949999999999979 0.092355000000000007 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.022046836083986679 0.0098565569490380121 -0.010151191943153956 -0.021738983475996357 0.027625147331532998 -0.0057004538497509071 0.004333396651484119
leaf_weight=0.0010424146500600676 0.0011840642355332286 0.0010707159988554466 0.0011421823723548289 0.0017130145404775842 0.0010500429543442887 0.0012473879552618637
leaf_count=684 527 137 356 740 344 333
internal_value=0 -0.00164317 0.00177446 0.00794713 0.0149604 -0.00812885
internal_weight=0 0.00726576 0.00622334 0.00383377 0.00276306 0.00238957
internal_count=3121 2594 1910 1221 1084 689
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=8
num_cat=0
split_feature=4 3 151 0 4 1 3
split_gain=3.35819e-05 4.2847e-05 4.08537e-05 5.14954e-05 2.64488e-05 8.19992e-05 3.37047e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.016164999999999995 -0.15350499999999997 -0.076779999999999987 0.11588000000000001 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.00025830830180582247 -6.2275294547611734e-05 0.00048416729586313399 -0.00053282040916824728 0.00027257035354036531 -0.00052920500548919334 0.00019624238846663512 -0.00017116890406284482
leaf_weight=0.0012145964065226039 0.0011258687474226536 0.0010817517476364776 0.0010403972242771934 0.0015168936763849115 0.0013311039070945355 0.0010892352300503373 0.0011624198769504864
leaf_count=456 83 269 114 894 1083 103 119
internal_value=0 0.000205486 -7.02668e-05 -0.000135264 -5.41571e-05 -0.000202729 8.00541e-05
internal_weight=0 0.00220762 0.00735465 0.00614005 0.00509965 0.00242034 0.00267931
internal_count=3121 352 2769 2313 2199 1186 1013
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=6
num_cat=0
split_feature=4 151 0 15 2
split_gain=1.44464e-05 2.50364e-05 3.31308e-05 2.17763e-05 3.34551e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 -0.037864999999999989 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011736267738279134 0.0075640909279313844 -0.021135961788987356 -0.012264870566304598 0.011059403693041607 -0.010383255610115723
leaf_weight=0.001065241287787482 0.0019305944613742625 0.001034274315648411 0.0012763650751902475 0.001992007224976096 0.0011463484894161588
leaf_count=456 352 154 738 1171 250
internal_value=0 -0.00228504 -0.00502611 -0.00125192 0.00322703
internal_weight=0 0.00651424 0.005449 0.00441472 0.00313836
internal_count=3121 2769 2313 2159 1421
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=5
num_cat=0
split_feature=49 52 2 15
split_gain=1.18397e-05 2.75639e-05 6.31386e-05 5.3319e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0068677336889325846 -0.0095825334776137167 0.011266959938010752 -0.019912012012167822 0.015551807703345339
leaf_weight=0.0019211945005465454 0.0016937356970401509 0.0012523564540312376 0.0018830585380448361 0.0016823396172246249
leaf_count=425 601 504 539 1052
internal_value=0 -0.0020659 -0.00524085 0.00294222
internal_weight=0 0.00651149 0.00525913 0.00337608
internal_count=3121 2696 2192 1653
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=8
num_cat=0
split_feature=48 12 2 3 16 13 1
split_gain=7.38686e-05 5.1633e-05 6.0223e-05 7.68292e-05 5.81595e-05 5.5713e-05 9.17051e-05
threshold=-0.032929999999999994 0.09334000000000002 0.10222000000000002 0.12178000000000001 0.052820000000000013 -0.023499999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 -2 -7
right_child=1 4 3 -5 -6 6 -8
leaf_value=0.00050479045184303019 -0.00047380326170051799 -0.00057684856030674797 0.0006026835980750281 -9.3284999434439136e-05 4.6568976933416391e-05 0.00043188670617637636 -0.00029757387446117397
leaf_weight=0.001004342075231964 0.0011733188787324484 0.0013225891751275987 0.0012983273439302109 0.0011499709334303948 0.0010183103102379472 0.0012299919770716403 0.0014363712870871263
leaf_count=180 1018 510 322 138 289 448 216
internal_value=0 -5.70686e-05 3.54762e-05 0.000275786 -0.000305657 -0.000117752 3.89259e-05
internal_weight=0 0.00862888 0.00628798 0.0024483 0.0023409 0.00383968 0.00266636
internal_count=3121 2941 2142 460 799 1682 664
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=6
num_cat=0
split_feature=4 4 2 15 12
split_gain=1.52601e-05 2.15354e-05 3.70272e-05 4.17721e-05 3.22548e-05
threshold=0.27287000000000006 0.098655000000000007 0.10699500000000002 -0.028889999999999996 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0083067821625863788 0.0077763958367079479 -0.01406340140245378 0.014556567591164752 -0.0023787928194899332 -0.026018452832461514
leaf_weight=0.0015299023405520211 0.0019332490695614856 0.0012632007232619433 0.0013778582154686616 0.0012903997768284423 0.0010442696954166459
leaf_count=721 352 195 403 327 1123
internal_value=0 -0.00234248 0.000481757 -0.00453642 -0.0129525
internal_weight=0 0.00650563 0.00524243 0.00386457 0.00233467
internal_count=3121 2769 2574 2171 1450
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=7
num_cat=0
split_feature=484 160 42 49 2 4
split_gain=2.43817e-05 3.41626e-05 5.0689e-05 5.27561e-05 5.24034e-05 8.48497e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.10912000000000001 0.076415000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0003528998438599724 0.00027355520525554187 -0.00039097863645091974 0.00039041508027195756 -0.0004360616951684732 0.00026071210425694744 0.00024298494028329991
leaf_weight=0.0011740849731060954 0.0010546843401575629 0.0010461759063794002 0.0015371781322343356 0.0018811158174794609 0.001573996492897565 0.0011339426427010441
leaf_count=632 368 713 255 748 286 119
internal_value=0 -4.28468e-05 7.90717e-06 7.60248e-05 -2.92853e-05 -0.000180677
internal_weight=0 0.00834649 0.00717241 0.00612623 0.00458905 0.00301506
internal_count=3121 2753 2121 1408 1153 867
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=8
num_cat=0
split_feature=14 15 4 15 1 4 13
split_gain=4.47562e-05 0.000116061 6.84063e-05 5.90072e-05 3.79486e-05 8.8476e-05 5.90922e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 0.080585000000000004 0.0052350000000000009 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00039826364248527103 0.00064250732161303607 0.00045392848534853006 -0.00050117522177127124 -0.00019951856617378522 -0.00060817987276806141 0.00011848053572364926 0.00036989597962270779
leaf_weight=0.0010088393416875776 0.0010702479352382218 0.0010531289269030478 0.0010926147540122125 0.0013143269278837154 0.0012216792594616863 0.001362839770151599 0.0015008329519192011
leaf_count=161 231 223 148 872 762 130 594
internal_value=0 3.82425e-05 -4.74669e-05 2.93568e-05 -5.34497e-05 -0.000225005 0.000104051
internal_weight=0 0.00861567 0.00754542 0.00645281 0.00539968 0.00258452 0.00281516
internal_count=3121 2960 2729 2581 2358 892 1466
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=6
num_cat=0
split_feature=4 15 16 160 52
split_gain=1.30754e-05 4.53771e-05 2.75797e-05 4.16745e-05 4.19689e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 -0.027994999999999996 0.083680000000000018
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.015097354118143107 0.017838330256152665 -0.0086356450351070761 0.017251445706361123 -0.013995141792611486 0.0089446027007408866
leaf_weight=0.0013669099501569422 0.001429247588144619 0.0011836015489696103 0.0011809107013455904 0.0019550302612353272 0.0013470537135442484
leaf_count=393 266 160 605 1150 547
internal_value=0 0.00584581 -0.00266267 0.00112879 -0.00463709
internal_weight=0 0.00261285 0.0058499 0.00448299 0.00330208
internal_count=3121 426 2695 2302 1697
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=7
num_cat=0
split_feature=52 15 1 3 1 0
split_gain=1.43924e-05 2.34411e-05 7.58528e-05 6.32925e-05 6.01785e-05 5.52114e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997 0.094385000000000011 -0.10836499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -4
right_child=-2 3 5 -5 -6 -7
leaf_value=-0.0065299512220961357 -0.010254940470511868 -0.0085303709554404913 -0.03353102816226864 0.020249952049035111 0.02785341475820674 -0.0010045447213380761
leaf_weight=0.0010327782734538037 0.0011840824782057115 0.0013182708473823072 0.001008596129770653 0.001817762456423229 0.00100375996321699 0.001081383045900029
leaf_count=684 501 751 112 654 198 221
internal_value=0 0.0016348 -0.00331791 0.00815178 0.0104168 -0.0167014
internal_weight=0 0.00726255 0.00412652 0.00313603 0.00203654 0.00208998
internal_count=3121 2620 1215 1405 882 333
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.26593e-05 3.27641e-05 4.00275e-05 3.38946e-05 3.22435e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0095195298401556799 0.013084685875352759 0.016411103392590793 -0.020041756896454023 -0.014853946195353235 0.0054402070693348112
leaf_weight=0.0012044335175967246 0.0018371689016985675 0.0011662229493780286 0.0010363228908514622 0.0014022809643139903 0.0017724292489136608
leaf_count=862 903 173 255 214 714
internal_value=0 0.00155536 -0.0023837 0.00183186 -0.00352379
internal_weight=0 0.00721442 0.00537726 0.00434093 0.00317471
internal_count=3121 2259 1356 1101 928
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=6
num_cat=0
split_feature=1 0 3 43 12
split_gain=1.43319e-05 3.44255e-05 4.85786e-05 5.04651e-05 2.17064e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.12018999999999998 -0.072864999999999985 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.013528553868980414 0.01577992001754842 0.0078597734627361242 0.0029715806411939054 -0.023289963599567164 -0.0024469798990482791
leaf_weight=0.0010545630268749048 0.0012307196577937716 0.0015790207190391264 0.0011572000997693795 0.0019901705665161759 0.0013927847933807988
leaf_count=104 311 284 978 1289 155
internal_value=0 -0.00280833 -0.00645345 -0.0136343 0.00610349
internal_weight=0 0.00578095 0.00472639 0.00314737 0.0026235
internal_count=3121 2655 2551 2267 466
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=6
num_cat=0
split_feature=3 51 51 0 0
split_gain=1.54356e-05 3.00567e-05 2.33565e-05 6.04374e-05 4.80928e-05
threshold=0.13524500000000003 0.087505000000000013 -0.031924999999999995 -0.14116499999999996 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010231681968100164 0.0097022933659986228 -0.017376923624951954 0.022389966208396291 -0.018179475055425692 0.0069006184917097622
leaf_weight=0.0014412417337615266 0.0013657621714634203 0.0010665108676079036 0.0013199806822335926 0.0012671837251043835 0.0019276757561798481
leaf_count=604 192 373 207 1512 233
internal_value=0 -0.00191657 0.000851804 0.00438991 -0.00304695
internal_weight=0 0.00702259 0.00595608 0.00451484 0.00319486
internal_count=3121 2929 2556 1952 1745
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=7
num_cat=0
split_feature=3 3 0 0 3 16
split_gain=1.25177e-05 2.47343e-05 4.19012e-05 6.59563e-05 2.91962e-05 2.75006e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996 -0.090344999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=0.0078567523970008903 0.0087403216419161146 0.00060394579543940634 0.00023009483031524052 -0.025450159165995773 0.021592143955861294 -0.022544399859213943
leaf_weight=0.0012969730175840164 0.0013645408719410437 0.0010274906936849071 0.0012699730314187918 0.0010977889009273726 0.0012893504799558362 0.0010253855271967188
leaf_count=302 192 84 172 1949 278 144
internal_value=0 -0.00172871 0.00209588 -0.00741155 0.010992 -0.0109584
internal_weight=0 0.00700696 0.00495409 0.00239476 0.00255932 0.00205288
internal_count=3121 2929 2701 2251 450 228
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=7
num_cat=0
split_feature=159 15 12 3 3 4
split_gain=2.37366e-05 5.85068e-05 3.62922e-05 4.15755e-05 5.67002e-05 4.97753e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 0.10542000000000001 -0.10519499999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0002867805332086092 0.00047097118972532127 -0.00035931544085733027 0.00018488492414600092 0.00029481860410401141 -0.00054980038027333466 6.7136720406890223e-06
leaf_weight=0.0010300836676168856 0.0010089527436691788 0.0011098810905971123 0.0018646301257236233 0.0016206848553042656 0.0012202196598300333 0.0012518000229997071
leaf_count=509 224 241 311 155 1383 298
internal_value=0 2.92796e-05 -3.37786e-05 2.68706e-05 -7.32665e-05 -0.000267989
internal_weight=0 0.00807617 0.00706722 0.00595733 0.00433665 0.00247202
internal_count=3121 2612 2388 2147 1992 1681
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=7
num_cat=0
split_feature=4 15 150 15 0 13
split_gain=2.71687e-05 4.35474e-05 7.68205e-05 0.000138885 3.84765e-05 1.83674e-05
threshold=0.0061450000000000003 -0.016799999999999995 0.076925000000000007 -0.15026499999999995 -0.0058249999999999994 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-9.0543349815970479e-05 0.0002985847259614689 0.00045643780865719179 0.00040998086754985574 -0.00058752563656803405 8.9944963194122664e-05 -0.00044198777431001289
leaf_weight=0.0010266771629374436 0.0012611676910470062 0.0010295593492358609 0.0012344537566970305 0.0014758720824609973 0.0019043662236909349 0.001290243286043788
leaf_count=1519 277 122 135 353 249 466
internal_value=0 9.70766e-05 3.9167e-06 -0.000179225 -0.000116538 -0.000286255
internal_weight=0 0.00500105 0.00397149 0.00273704 0.00422129 0.00231692
internal_count=3121 887 765 630 2234 1985
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=6
num_cat=0
split_feature=1 13 48 12 4
split_gain=3.10121e-05 5.7025e-05 4.28655e-05 3.90241e-05 3.88384e-05
threshold=0.11323000000000001 -0.0025349999999999995 0.088875000000000023 0.090455000000000021 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-9.7831209421044151e-05 0.00053011036412554989 -3.8544385139740604e-05 0.00022706614870570202 8.6349160989804274e-05 -0.00051625448201948862
leaf_weight=0.0019692908574613882 0.0010529448737951086 0.0019039792500269608 0.0013921827612442834 0.0016610918150136884 0.0015044467635925217
leaf_count=1115 310 156 335 862 343
internal_value=0 0.000163951 -7.81037e-05 -0.000160843 -0.000279047
internal_weight=0 0.00295692 0.00652701 0.00513483 0.00347374
internal_count=3121 466 2655 2320 1458
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=5
num_cat=0
split_feature=4 52 16 15
split_gain=1.34558e-05 3.11383e-05 3.06189e-05 2.23098e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.0039400000000000008 -0.11713499999999999
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=-0.013566654162385165 0.017718563481135614 -0.0098164868322899723 0.0043205504155032519 0.0064109503357763628
leaf_weight=0.0018673848540376996 0.0011685981327951758 0.001595958828259021 0.0019629374266200263 0.0018058659566130616
leaf_count=1617 218 300 617 369
internal_value=0 0.00363566 -0.00439994 -0.00120212
internal_weight=0 0.00457042 0.00383032 0.00340182
internal_count=3121 887 2234 669
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=7
num_cat=0
split_feature=48 13 49 1 1 52
split_gain=6.13223e-05 6.20432e-05 0.000122962 6.5674e-05 4.79805e-05 4.01212e-05
threshold=-0.032929999999999994 -0.084034999999999985 -0.0020949999999999996 0.111945 0.083345000000000016 0.081010000000000013
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 5 -2 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00045171790597003914 -8.5515897321681393e-05 -0.00064874328123576571 -7.0217845695466358e-06 0.00029969460299117352 0.00043534227102533658 -0.00049703169766209237
leaf_weight=0.0010271893510906691 0.0012853160203199405 0.0015180370011074066 0.0017178612159336184 0.0017054698773303718 0.0014437346675484036 0.0010261914873464046
leaf_count=180 547 257 913 240 330 654
internal_value=0 -5.48725e-05 -0.00016687 -2.47038e-06 0.000190031 -0.00019027
internal_weight=0 0.00869661 0.00596756 0.00444952 0.00272905 0.00274405
internal_count=3121 2941 2064 1807 877 1567
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 0
split_gain=2.01721e-05 4.51218e-05 3.65498e-05 6.13522e-05 6.58673e-05 9.08372e-05 7.40981e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 -0.18113999999999997 0.10699500000000002 0.084050000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00026290807381258643 0.00041961456184185045 0.00031792482229133607 -0.0005067142090228392 0.00047432410393773172 0.00041056267782211333 -0.00061106568305112894 -0.00019320815839992721
leaf_weight=0.0010155008733296602 0.0010020588517986291 0.0010194431340720591 0.0010803143109329753 0.0010611417474597005 0.001191558269648482 0.0010395656283487854 0.0016083190281220591
leaf_count=509 224 228 101 431 364 733 531
internal_value=0 3.04565e-05 -2.52492e-05 -8.37432e-05 9.49912e-06 -0.000119346 7.21437e-05
internal_weight=0 0.0080024 0.00700034 0.0059809 0.00490058 0.00370903 0.00266946
internal_count=3121 2612 2388 2160 2059 1695 962
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=6
num_cat=0
split_feature=15 150 16 4 52
split_gain=1.23951e-05 2.12668e-05 6.10125e-05 4.57896e-05 2.64282e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.27167499999999994 0.042705000000000007 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0094506595290723711 -0.024924227772691543 0.0085969404592083874 -0.016148736486484072 0.015638580236678478 0.0025027555495716553
leaf_weight=0.0011854366307128975 0.0011584213301100831 0.0015995870379575993 0.0014064451994036894 0.0014232466213988755 0.0016520746338604801
leaf_count=253 183 397 1150 258 880
internal_value=0 -0.00158033 -0.00446666 0.000821101 -0.00607404
internal_weight=0 0.00723977 0.00564019 0.00448177 0.00305852
internal_count=3121 2868 2471 2288 2030
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=7
num_cat=0
split_feature=52 13 15 3 150 15
split_gain=1.23804e-05 2.81344e-05 3.56627e-05 2.6522e-05 5.02402e-05 5.88441e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097915000000000016 0.086615000000000011 -0.053579999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0022513596599477029 -0.0095387903322758736 0.025504540151047528 0.023473805936971341 -0.016013158327524556 -0.017564383522733606 -0.0035542084259961187
leaf_weight=0.0010395673502367653 0.0011767603446773784 0.0011624086207366992 0.001118896943068081 0.0011352702196269215 0.0010364589712502717 0.0017399941286756967
leaf_count=462 501 548 314 133 158 1005
internal_value=0 0.00152127 0.011084 -0.00254657 0.00133481 0.00808378
internal_weight=0 0.0072326 0.00215846 0.00507413 0.00393886 0.0029024
internal_count=3121 2620 776 1844 1711 1553
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=7
num_cat=0
split_feature=4 15 12 52 16 15
split_gain=1.3402e-05 4.33487e-05 2.739e-05 3.20592e-05 4.82292e-05 3.84146e-05
threshold=0.24564500000000003 -0.15026499999999995 0.095330000000000012 0.10024500000000001 0.064860000000000015 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0067560694632693256 0.017799102225380621 -0.0082166961502073907 -0.016935851092965241 0.015685127849032764 -0.021136073026768329 0.018327537958806189
leaf_weight=0.0014475827866905547 0.0014085748415596133 0.0011745293788615612 0.0010948931280969111 0.0010870178533476929 0.0011207628492162867 0.0010558792718909718
leaf_count=622 266 160 600 366 339 768
internal_value=0 0.0059698 -0.00268849 0.000622593 -0.00389513 0.00382338
internal_weight=0 0.0025831 0.00580614 0.00471124 0.00362422 0.00250346
internal_count=3121 426 2695 2095 1729 1390
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=7
num_cat=0
split_feature=52 13 15 15 16 43
split_gain=1.25701e-05 2.47205e-05 2.79169e-05 6.59011e-05 4.42244e-05 3.27277e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.095869999999999983 -0.073404999999999984 -0.067899999999999974
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.015537094472255548 -0.0096208077335682915 0.013037970924100832 -0.027075319016521666 0.014792693819821071 0.00306240758672337 -0.020562374385602517
leaf_weight=0.0010740943044196798 0.0011727044804553128 0.0011624619753599404 0.0010029371771498059 0.0015507416733840651 0.0013959037340120902 0.0010111259625133024
leaf_count=148 501 224 225 884 614 525
internal_value=0 0.00154405 -0.000910537 -0.00417915 0.00162296 -0.0068617
internal_weight=0 0.00719726 0.00612317 0.00496071 0.00395777 0.00240703
internal_count=3121 2620 2472 2248 2023 1139
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=7
num_cat=0
split_feature=159 2 0 0 3 3
split_gain=1.86581e-05 3.1602e-05 8.00792e-05 4.113e-05 4.03038e-05 3.47769e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 -0.10607499999999999 -0.12018999999999998 -0.034684999999999994
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=-0.00024791130745799132 0.00016037957557400587 -0.00022978157447769152 0.00012867277792147664 8.8460778600109153e-05 -0.00038980077706696046 0.00061716456355226617
leaf_weight=0.0010528197302749351 0.0017745392538103485 0.0012385365177241345 0.0010439182492663012 0.0010584958927721722 0.0018818326983086235 0.0012095349400719564
leaf_count=509 226 120 419 79 1491 277
internal_value=0 2.93545e-05 0.000170737 -7.53583e-05 -0.00021763 0.000390869
internal_weight=0 0.00820686 0.00349199 0.00471487 0.00294033 0.00225345
internal_count=3121 2612 816 1796 1570 696
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=7
num_cat=0
split_feature=50 15 3 47 3 43
split_gain=4.96858e-05 8.35128e-05 4.07784e-05 6.82797e-05 8.85334e-05 5.6533e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.12018999999999998 0.077555000000000013 0.090900000000000009 -0.077604999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00055460392528303073 -0.00041188588141824353 0.00022707370390853544 6.2591768298166621e-05 -0.00042503589912242488 0.00034603486834768656 -0.00057616995929658332
leaf_weight=0.0010842052504306671 0.0010207105981454483 0.0018453763971490881 0.0011326412907558636 0.0017978990846758535 0.0018731407473238613 0.0010057018114216563
leaf_count=218 615 252 612 291 190 943
internal_value=0 4.52891e-05 -2.68492e-05 -0.000107509 3.48028e-05 -0.00023783
internal_weight=0 0.00873896 0.00765476 0.00580938 0.00401148 0.00213834
internal_count=3121 2506 2288 2036 1745 1555
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=7
num_cat=0
split_feature=159 1 42 3 150 15
split_gain=3.0104e-05 3.46111e-05 5.60599e-05 7.97994e-05 3.91622e-05 5.08013e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.076925000000000007 -0.015744999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0003150830523902843 0.00054366846482676722 0.00031863781003174787 -0.0002987354415034453 -0.00049253111243309738 0.0002756932284685185 6.3871981648934447e-05
leaf_weight=0.0010503542461371635 0.0011525595398314322 0.001395832245619298 0.0019697876013599919 0.0011181668637073264 0.0010194051553809006 0.0014477347569400224
leaf_count=509 235 237 1091 320 157 572
internal_value=0 3.77258e-05 -2.07307e-05 9.48509e-05 -4.94293e-05 -0.000178597
internal_weight=0 0.00810349 0.00670765 0.00473787 0.00358531 0.0025659
internal_count=3121 2612 2375 1284 1049 892
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=8
num_cat=0
split_feature=48 12 0 13 52 15 4
split_gain=5.7287e-05 5.50732e-05 6.81888e-05 5.81562e-05 4.39414e-05 5.38352e-05 7.06788e-05
threshold=-0.032929999999999994 1.0000000180025095e-35 -0.053834999999999994 -0.084319999999999992 0.091275000000000009 -0.026084999999999994 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.00044054124056364926 0.00013271891667902784 -0.00030995408164302668 -0.0004894892917253873 0.00033248436395095599 0.00043823830275524007 0.00034229938191381742 -0.00055561320411238958
leaf_weight=0.0010001763824443082 0.0012424973067323736 0.0010608051531084063 0.0019170512947395408 0.0011071561127899083 0.0010846316545259438 0.0010988232871885686 0.0010652218237540898
leaf_count=180 207 624 271 1328 139 147 225
internal_value=0 -5.53346e-05 -0.000220089 1.81328e-05 9.45199e-05 -1.49189e-05 -0.000185009
internal_weight=0 0.00857619 0.00408501 0.00216796 0.00449117 0.00340654 0.00230772
internal_count=3121 2941 2223 1952 718 579 432
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=8
num_cat=0
split_feature=4 15 12 151 1 4 16
split_gain=2.92824e-05 5.45979e-05 4.34612e-05 4.50947e-05 9.5059e-05 2.79763e-05 6.50732e-06
threshold=0.24564500000000003 -0.15026499999999995 0.098330000000000015 -0.0052199999999999989 0.080585000000000004 0.0067750000000000006 0.11346000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00033916966701552539 0.000420334320998795 -0.00012725067411948788 -0.0004423494058121896 9.9751665107578578e-05 -0.00061745090700645493 -0.00017180397080087027 0.00032152544242558344
leaf_weight=0.0011849050962033491 0.0015383712490800944 0.0012846521606347857 0.0010077329987970623 0.0010148838138498012 0.0010102074850560448 0.0011674988049187578 0.0010198340343775571
leaf_count=441 266 160 423 973 571 130 157
internal_value=0 0.000171149 -6.85523e-05 1.2392e-06 -9.38166e-05 -0.000378533 0.000210908
internal_weight=0 0.00282302 0.00640506 0.00539733 0.00421242 0.00217771 0.00203472
internal_count=3121 426 2695 2272 1831 701 1130
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=6
num_cat=0
split_feature=52 52 0 16 15
split_gain=1.1645e-05 2.73115e-05 2.75866e-05 3.95279e-05 1.29732e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.056919999999999991 -0.068899999999999975
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0071341223541469857 -0.015811280263024429 0.012235717175749412 0.012217406155273641 -0.015167186683734808 -0.0030130897584598787
leaf_weight=0.0017912555136425723 0.0011711157800029168 0.0015647029942833166 0.0012081283114930893 0.0016625686168435993 0.0010413081321768158
leaf_count=771 438 234 399 413 866
internal_value=0 -0.00195033 0.00101364 -0.00347491 0.00516691
internal_weight=0 0.00664782 0.00547671 0.00391201 0.00224944
internal_count=3121 2350 1912 1678 1265
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=8
num_cat=0
split_feature=48 16 42 43 1 16 3
split_gain=5.51535e-05 6.96647e-05 5.23179e-05 4.67388e-05 5.56913e-05 0.000115377 4.20123e-05
threshold=-0.032929999999999994 -0.45661999999999997 -1.0000000180025095e-35 -0.074359999999999996 0.094465000000000007 -0.056919999999999991 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=0.00042538779079390583 -0.00045276282922218831 -0.00034700943998666528 0.00037067458579200766 -0.00048159469498073286 0.0006881340594853424 -0.00024793489558483513 5.2433579571545322e-05
leaf_weight=0.0010112965709251206 0.0014373353021092539 0.0012385937201701966 0.0017014873543285784 0.0011756546681368951 0.0010188566586634593 0.0010062157934809994 0.0010928856868753743
leaf_count=180 237 790 775 682 162 221 74
internal_value=0 -5.84854e-05 1.98575e-05 9.56526e-05 -1.3334e-05 0.000223021 -0.000224323
internal_weight=0 0.00867103 0.00723369 0.0059951 0.00429361 0.00202507 0.00226854
internal_count=3121 2941 2704 1914 1139 383 756
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=6
num_cat=0
split_feature=49 12 3 3 0
split_gain=1.14645e-05 2.67242e-05 5.80346e-05 3.0741e-05 8.14711e-05
threshold=-0.043469999999999995 1.0000000180025095e-35 0.095270000000000007 -0.13309499999999996 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.0067537889742325125 0.01724695722282928 -0.022087494104403124 -0.0092428122806800447 0.018558152248112782 -0.020701702949521773
leaf_weight=0.0019254834643751212 0.0016895225105639181 0.0010992341589384858 0.0016201240951466871 0.0010360197943340178 0.0010791587088576941
leaf_count=425 360 223 227 1740 146
internal_value=0 -0.00202765 0.0042798 -0.00852197 -0.00147213
internal_weight=0 0.00652406 0.00330965 0.00321441 0.00211518
internal_count=3121 2696 587 2109 1886
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.2915e-05 2.66083e-05 3.92787e-05 5.5635e-05 4.34215e-05 3.62178e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.011572734805018676 0.0088548621010095391 0.013097685074202246 0.013692735135227334 -0.034036859008219525 -0.0060199972134236191 -0.011313895891375063
leaf_weight=0.0015626516986543212 0.001371591239331821 0.0010307460107337723 0.0010110219884554407 0.0010858260865501904 0.0011276828703542302 0.0012402247800795232
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -0.0017498 -0.00428886 -0.00791294 -0.0197635 0.00144579
internal_weight=0 0.00705815 0.00602741 0.00501639 0.00221351 0.00280288
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=6
num_cat=0
split_feature=13 52 52 16 48
split_gain=1.23271e-05 3.15301e-05 7.13157e-05 3.83904e-05 5.30587e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.046924999999999988 -0.056919999999999991 0.081805000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.017305140696160026 0.0074627834072284356 0.024617335823711145 0.012196169267930398 -0.016964625501879955 -0.016095587711704534
leaf_weight=0.0011176984864921845 0.0017432995278597535 0.0010466460046421504 0.0019153782161022014 0.0015726714352520101 0.001013714079838563
leaf_count=633 217 249 1219 616 187
internal_value=0 -0.00198198 0.00110479 -0.00436181 0.00240482
internal_weight=0 0.00666611 0.00554841 0.00450176 0.00292909
internal_count=3121 2904 2271 2022 1406
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=8
num_cat=0
split_feature=159 1 42 3 2 2 15
split_gain=2.54737e-05 4.07579e-05 5.29716e-05 9.98508e-05 5.25963e-05 7.09905e-05 2.03242e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014 -0.018314999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4
right_child=1 -3 6 4 -6 -7 -8
leaf_value=-0.00029200654516074287 0.00058135547945476797 0.00035931955244386201 -0.00047939456837405682 -0.00022809334456035452 -0.0003545535810342735 0.00046964950185232629 -9.0221375548984315e-05
leaf_weight=0.0010448571115751265 0.0011845915575749112 0.0012485858963580286 0.0010543852645873756 0.0011274669179133852 0.001509740899624446 0.0011150844409736501 0.0010102631716312686
leaf_count=509 236 216 510 581 233 248 588
internal_value=0 3.29624e-05 -2.5237e-05 8.50569e-05 -7.16237e-05 0.000118852 -0.000288966
internal_weight=0 0.00825012 0.00700153 0.00493688 0.00375229 0.00224255 0.00206465
internal_count=3121 2612 2396 1298 1062 829 1098
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=7
num_cat=0
split_feature=1 42 3 3 3 4
split_gain=1.27506e-05 3.88688e-05 5.0032e-05 3.04095e-05 2.89607e-05 1.05447e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.090900000000000009 0.12178000000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.021106236464262441 0.0080748290542462381 -0.0062750363938864524 -0.01408546179743294 0.016568490231179629 -0.0063700327742061916 -0.020695456339477364
leaf_weight=0.0011586985358900161 0.0015787186228061875 0.0010116548825443526 0.0014345783629289245 0.0010565629517655002 0.0011489013947453691 0.0010166783561387522
leaf_count=253 279 1018 907 149 90 425
internal_value=0 -0.00189724 0.00300833 -0.0027526 0.00461903 -0.0135031
internal_weight=0 0.00682707 0.00479874 0.00364004 0.00220546 0.00202833
internal_count=3121 2842 1399 1146 239 1443
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=7
num_cat=0
split_feature=159 2 0 2 0 3
split_gain=2.77029e-05 3.98494e-05 7.23651e-05 4.13638e-05 2.86691e-05 5.9828e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11093500000000002 -0.10607499999999999 -0.12018999999999998
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00030826503401025718 0.00011068077424629277 -0.00019223292902512058 9.9818079623387499e-05 0.00063240366920320351 0.00016758993992638482 -0.00041662450720912191
leaf_weight=0.0010466224606977435 0.0017472321882419373 0.0012423209935788562 0.0010070256760870313 0.0012648918574752759 0.0010519002588438452 0.0018756173968997229
leaf_count=509 226 120 275 421 79 1491
internal_value=0 3.05131e-05 0.00018827 0.000396336 -8.80807e-05 -0.000206708
internal_weight=0 0.00818899 0.00351424 0.00227192 0.00467475 0.00292752
internal_count=3121 2612 816 696 1796 1570
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=7
num_cat=0
split_feature=3 0 0 52 0 3
split_gain=2.00048e-05 3.11354e-05 7.89114e-05 4.23161e-05 3.86661e-05 5.02003e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 0.12113000000000002 -0.10831999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -3
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.00027055205742353009 0.00020050919474448082 0.00051780334065467033 -0.00057471785583943261 0.00019181404694570633 -0.00021728211223067561 -7.0546720542222498e-05
leaf_weight=0.001257782099918477 0.0015051872433577054 0.0011930275927070427 0.001234822599784342 0.0019268470294046079 0.0010228475961760611 0.0010467779284077962
leaf_count=169 192 101 1951 285 132 291
internal_value=0 -4.66947e-05 -0.00015395 9.20069e-06 9.85886e-05 0.000242837
internal_weight=0 0.0076821 0.00441945 0.00318463 0.00326265 0.00223981
internal_count=3121 2929 2405 454 524 392
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.27039e-05 2.37702e-05 3.23339e-05 4.61436e-05 3.81409e-05 3.56153e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.011137973930063662 0.0087678542437856864 0.012340909755203428 0.012154576673100123 -0.031685494765566639 -0.0054039946212716544 -0.011569515905604545
leaf_weight=0.0015609027227035325 0.0013726223133686344 0.0010235636335290295 0.001012716368164638 0.0010792856063969491 0.001130681679767167 0.0012389673075236228
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -0.00174791 -0.00414238 -0.00743674 -0.0182391 0.00108971
internal_weight=0 0.00704612 0.00602255 0.00500984 0.00220997 0.00279987
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=6
num_cat=0
split_feature=147 52 0 47 3
split_gain=1.29665e-05 3.32404e-05 3.79702e-05 4.24317e-05 4.35722e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0065327938855005464 0.0099731121527619204 -0.017778908661872105 0.013242847815633863 -0.016763321102905859 0.019224198440249734
leaf_weight=0.0016532163915476098 0.001122318020367114 0.0010783553671939537 0.0018502362262414699 0.0016070071404797161 0.0010896798848299724
leaf_count=1702 183 496 279 332 129
internal_value=0 -0.00157454 0.0012438 -0.00386001 0.00369978
internal_weight=0 0.0072785 0.00620014 0.0043499 0.0027429
internal_count=3121 2938 2442 2163 1831
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=7
num_cat=0
split_feature=1 42 49 1 4 0
split_gain=2.72954e-05 4.97965e-05 4.54087e-05 5.05254e-05 4.38529e-05 3.76321e-05
threshold=0.12500000000000003 0.091465000000000005 -0.0020949999999999996 0.10752500000000002 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00023761909433825523 0.00022244186252173094 -0.00045392939832235806 0.00037123263012520737 0.00049545006738075715 -0.00032138944669840379 -0.00011374506742385871
leaf_weight=0.0019570392792621991 0.0017434174153059343 0.0010146661091095218 0.0013546919688545629 0.0010560055424656805 0.0010861941417727454 0.0011268012289285517
leaf_count=513 279 610 1122 128 368 101
internal_value=0 -4.96053e-05 1.27364e-05 0.000118703 7.18854e-06 0.000151013
internal_weight=0 0.0075954 0.00658073 0.00462369 0.00356769 0.00248149
internal_count=3121 2842 2232 1719 1591 1223
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=9
num_cat=0
split_feature=48 150 52 52 2 13 52 12
split_gain=6.09706e-05 6.54319e-05 4.92073e-05 5.19323e-05 4.36371e-05 6.98869e-05 7.51722e-05 2.5531e-05
threshold=-0.032929999999999994 0.089910000000000018 -0.049749999999999996 -0.10925999999999998 0.086950000000000013 -0.08971999999999998 0.10024500000000001 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -4
right_child=1 -3 4 -5 5 6 -8 -9
leaf_value=0.00046173421238559972 -4.3597639122758307e-05 -0.00048006888048118628 -7.58781430783724e-05 0.00056335514777001376 0.00013310240873221492 -0.00082535285188571389 -6.9005291000652632e-05 0.00036531718745370315
leaf_weight=0.0010019145571040595 0.0010585410626163174 0.0011717020234750285 0.0010096781853520733 0.0011106529213174103 0.0013022449129852509 0.0010163398983565361 0.0010045779133015438 0.0010074131633887732
leaf_count=180 502 217 637 288 177 478 323 319
internal_value=0 -4.91146e-05 1.81274e-05 0.000267169 -8.30327e-05 -0.000221123 -0.00044938 0.000144472
internal_weight=0 0.00868115 0.00750945 0.00216919 0.00534025 0.00332316 0.00202092 0.00201709
internal_count=3121 2941 2724 790 1934 978 801 956
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=7
num_cat=0
split_feature=52 0 15 15 3 4
split_gain=1.18273e-05 6.28345e-05 4.2278e-05 6.98751e-05 5.86212e-05 3.16044e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.024640000000000006 0.097915000000000016 0.09173000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0083293101384863035 0.008357627125034817 -0.024781476159701839 0.032369889809826614 -0.0041000372508026061 -0.022318043585669724 0.013533089136184182
leaf_weight=0.0011534591144913781 0.0014032207916977674 0.0010097058653269105 0.0010213252935060264 0.0010818359174477742 0.0012049310868137895 0.0015494783683814629
leaf_count=746 553 127 306 942 172 275
internal_value=0 -0.00169888 0.00217843 0.0136103 -0.00397403 0.00420347
internal_weight=0 0.00702074 0.00601103 0.00210316 0.00390787 0.00270294
internal_count=3121 2568 2441 1248 1193 1021
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=7
num_cat=0
split_feature=3 39 3 16 0 15
split_gain=1.22425e-05 2.50377e-05 4.31495e-05 7.80673e-05 5.31376e-05 3.06169e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.10519499999999998 -0.25582999999999995 -0.10151999999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.026146589122282113 0.008634652030764467 0.01186600483609212 -0.015558976704439981 -0.0097642253173964993 -0.029947656014491182 0.007379540218348306
leaf_weight=0.0010659795191219762 0.0013679344746390853 0.0011391463862881557 0.0010745693868369432 0.0014009784756267274 0.0010799536179922167 0.0012690761965668145
leaf_count=94 192 335 127 299 1911 163
internal_value=0 -0.00170515 -0.00432961 0.00575294 -0.0115948 -0.00313785
internal_weight=0 0.0070297 0.00589056 0.00246696 0.0034236 0.00234365
internal_count=3121 2929 2594 393 2201 290
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=6
num_cat=0
split_feature=52 52 12 16 4
split_gain=1.06492e-05 2.81429e-05 2.90565e-05 3.63553e-05 2.65797e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.10016000000000001 -0.008904999999999998 0.26790000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0068412646606558743 -0.016135005541827993 -0.0084543356370165162 -0.011848157087053966 0.019193988054509795 0.011542663873911518
leaf_weight=0.0017812169207127686 0.0011436051996331562 0.0017978495292505893 0.0013118903992716075 0.0012854692799808085 0.0010545883158208248
leaf_count=771 438 1160 287 206 259
internal_value=0 -0.00187295 0.00111985 0.00523125 -0.00106115
internal_weight=0 0.0065934 0.0054498 0.00413791 0.00285244
internal_count=3121 2350 1912 1625 1419
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 16
split_gain=2.66716e-05 2.91701e-05 3.69717e-05 7.20489e-05 7.15542e-05 9.80298e-05 3.81806e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.18113999999999997 0.10803500000000001 0.075730000000000006 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00030231727295095353 0.00034351003560996284 0.00032946891079953955 -0.00053350919819895621 0.00033700855521492679 0.00045846428122977233 -0.00052848432538871919 -0.00015582465107986446
leaf_weight=0.0010264931692061168 0.0010181043964887521 0.0010424898116959203 0.0010638382048982513 0.0014410025688031238 0.0011460861525710922 0.0013357553456529092 0.0010409549752174695
leaf_count=509 224 233 101 719 341 841 153
internal_value=0 3.32047e-05 -1.14796e-05 -7.04472e-05 2.8796e-05 -0.000100191 0.00013031
internal_weight=0 0.00808823 0.00707013 0.00602764 0.0049638 0.00381771 0.00248196
internal_count=3121 2612 2388 2155 2054 1713 872
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=7
num_cat=0
split_feature=3 3 47 12 2 16
split_gain=1.09293e-05 2.10893e-05 5.80239e-05 3.24737e-05 4.28649e-05 3.2085e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 0.084100000000000022 0.092875000000000013 -0.092804999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.015825047898256613 0.0081567307481794794 -0.013322013950517339 0.018471394562578521 -0.0015479959896853275 -0.011902149536716995 -0.02647326030828781
leaf_weight=0.0012523729478015446 0.0013674277562106913 0.0012620371970811853 0.0014227288994427814 0.001044713390710329 0.0010049714998104516 0.0010213239726622003
leaf_count=400 192 132 330 312 258 1497
internal_value=0 -0.00161677 0.000954096 -0.00481046 0.00348088 -0.0138695
internal_weight=0 0.00700815 0.00574611 0.00432338 0.00225734 0.00206604
internal_count=3121 2929 2797 2467 658 1809
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=7
num_cat=0
split_feature=2 3 52 4 12 1
split_gain=1.21607e-05 2.42232e-05 2.28813e-05 4.27828e-05 1.9875e-05 1.44414e-05
threshold=0.099185000000000009 0.11924500000000002 -0.087769999999999987 -0.0016099999999999997 0.092200000000000018 0.10234000000000001
decision_type=2 2 2 2 2 2
left_child=2 5 -1 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=-0.016596987547282116 0.0030143226869840962 -0.0051343273278956275 0.01320348536864826 -0.017013211273481585 0.0018173912344002987 0.019883780938442536
leaf_weight=0.0010192583185408312 0.0010010967783173207 0.0015179495062052229 0.0015285674867304105 0.0012333960294630356 0.0010273874831516201 0.0010291621878747337
leaf_count=419 434 185 1312 341 130 300
internal_value=0 0.00442128 -0.00329639 0.000281198 -0.00845586 0.0115656
internal_weight=0 0.00354821 0.00480861 0.00378935 0.00226078 0.00203026
internal_count=3121 919 2202 1783 471 734
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.19016e-05 3.56313e-05 4.96333e-05 4.26275e-05 4.85672e-05 2.44106e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.0016099999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.024187524521384163 -0.0094754428097289581 0.018610557827599527 0.0054091857188057115 0.020877910022981741 -0.015323401214252236 -0.0023682242917119904
leaf_weight=0.0010954028758584288 0.0011475284492934619 0.0012345155743623121 0.0011737533600283193 0.0014207775324028863 0.0012647411551029945 0.0010071438562429286
leaf_count=324 630 1167 252 239 401 108
internal_value=0 0.00149056 -0.0088782 0.00626578 0.00034501 0.00918511
internal_weight=0 0.00719633 0.00226916 0.00492718 0.0035064 0.00224166
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=8
num_cat=0
split_feature=159 2 150 0 16 12 15
split_gain=3.78725e-05 5.11025e-05 6.07789e-05 7.23888e-05 7.34267e-05 4.89559e-05 8.8465e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.14920999999999998 0.15891500000000003 0.10345000000000001 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00035921040325004951 -0.00066131494679088406 -0.0004020167803208831 0.0005491755415777315 0.00047924995161178439 -0.00017452105262605769 0.00020845610400411195 9.9381122975898917e-05
leaf_weight=0.0010374813757201848 0.0012486430215743109 0.0010249748760443283 0.0011999894739311116 0.0015994415231226351 0.0011250842375642731 0.0010339209671164926 0.0011105293588154562
leaf_count=509 430 102 222 661 312 88 797
internal_value=0 3.80309e-05 0.000165094 4.21721e-05 0.000209277 -0.000147315 -0.000303234
internal_weight=0 0.00834258 0.00494949 0.0037495 0.00272453 0.00339309 0.00235917
internal_count=3121 2612 1297 1075 973 1315 1227
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=6
num_cat=0
split_feature=49 42 52 3 1
split_gain=1.37968e-05 2.59757e-05 2.81276e-05 3.99469e-05 6.35371e-05
threshold=-0.043469999999999995 0.090835000000000013 0.10347000000000002 0.11296500000000002 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074757753332421618 -0.010386218000263504 -0.017015266379463396 0.014194139802529296 -0.018406902333957847 0.018688726939460928
leaf_weight=0.0018968309139596488 0.0016432907595414592 0.0010029340274126178 0.001175617842584231 0.0012383215028940429 0.0013851337268964308
leaf_count=425 1286 663 349 135 263
internal_value=0 -0.00222692 0.000498319 -0.0032753 0.00291201
internal_weight=0 0.0064453 0.00544236 0.00426675 0.00302842
internal_count=3121 2696 2033 1684 1549
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 0
split_gain=4.10514e-05 5.15415e-05 3.5555e-05 6.53717e-05 7.27731e-05 8.1137e-05 5.94695e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 -0.18113999999999997 0.10699500000000002 0.084050000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00036287489521468782 0.00046777195764475903 0.00032571509722758121 -0.0005072617138555805 0.00043510480976266042 0.00044388003490675675 -0.00055963952739973794 -0.00016019016219448624
leaf_weight=0.0010372708719192597 0.0010018169879441518 0.0010507938047256467 0.0010601429472407234 0.0010697935596501544 0.001225767730135387 0.0010816094745133851 0.0016255792756866016
leaf_count=509 224 228 101 431 364 733 531
internal_value=0 5.13787e-05 -7.26172e-06 -6.49718e-05 2.87548e-05 -0.000105968 7.60824e-05
internal_weight=0 0.0081155 0.00711369 0.00606289 0.00500275 0.00377698 0.00269537
internal_count=3121 2612 2388 2160 2059 1695 962
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 4
split_gain=3.39012e-05 4.15743e-05 3.79e-05 8.14447e-05 5.81107e-05 4.42478e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.10699500000000002 -0.10607499999999999 -0.026489999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00033860558280087854 0.00041559703819089714 -0.00029765153023809953 0.00029876944132219385 0.00047133156882670299 -3.0026783274331802e-05 -0.00051544315622914852
leaf_weight=0.0010131183424161609 0.0010023717496401886 0.0014179933047065189 0.0011584009513051054 0.0013972637969188878 0.001872892058285479 0.0011748758846915714
leaf_count=509 224 132 207 407 1006 636
internal_value=0 4.20456e-05 -1.12822e-05 6.11858e-05 -7.50621e-05 -0.000217149
internal_weight=0 0.0080238 0.00702143 0.00560343 0.00420617 0.00304777
internal_count=3121 2612 2388 2256 1849 1642
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=7
num_cat=0
split_feature=52 13 3 150 2 4
split_gain=1.43883e-05 2.36984e-05 2.96839e-05 5.77728e-05 4.00904e-05 5.43904e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087170000000000011 0.096540000000000015 -0.0082299999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.015933415999428862 -0.010311869348160595 -0.016168766355470789 -0.015285756524066852 -0.01699404950977134 0.022357362032598142 0.013478173923295814
leaf_weight=0.001000943514335796 0.0011673108379140077 0.0010653278586421327 0.0011323654571781666 0.0011569208795959487 0.0013535774233018388 0.0014764325207624962
leaf_count=137 501 1148 137 231 533 434
internal_value=0 0.00165827 -0.000652075 0.00262778 0.00845549 0.00105225
internal_weight=0 0.00718557 0.00618462 0.00505226 0.00389534 0.00254176
internal_count=3121 2620 2483 2346 2115 1582
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=8
num_cat=0
split_feature=50 15 16 48 49 52 43
split_gain=7.39778e-05 5.11798e-05 3.81739e-05 6.9427e-05 6.31567e-05 5.42398e-05 3.81268e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.094359999999999986 0.016865000000000002 -0.026779999999999995 -0.087769999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00046957818697140126 -0.00049758693851977974 0.00016746767083150992 -0.00038241348757011824 0.00053649383840116607 -0.00041852451908739387 -0.00014112143345447616 0.00036509499422895258
leaf_weight=0.0010349675737159033 0.0010212292241210718 0.0012220761192273295 0.0010977352721080031 0.0011347271572964114 0.001678134871124343 0.0010077994851868293 0.0013229165106650501
leaf_count=218 615 135 429 370 317 767 270
internal_value=0 6.09611e-05 4.29712e-06 0.000116093 -0.000171602 -2.30485e-05 0.000146207
internal_weight=0 0.00849836 0.00746339 0.00456318 0.00290021 0.00342845 0.00233072
internal_count=3121 2506 2288 1836 452 1466 1037
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=6
num_cat=0
split_feature=49 3 4 15 4
split_gain=1.34809e-05 2.77269e-05 6.26879e-05 6.76095e-05 4.72502e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0073992817079579238 -0.013929560509948903 -0.02179189681093377 0.020522027797812478 -0.0077233254908658372 0.021835876372147869
leaf_weight=0.0018972353130400224 0.0015336709847319089 0.0014687054061882647 0.0012783591497202754 0.0011665738302687068 0.0010080861743599172
leaf_count=425 267 836 286 141 1166
internal_value=0 -0.00218919 0.00146925 -0.00521585 0.00597915
internal_weight=0 0.0064554 0.00492172 0.00364337 0.00217466
internal_count=3121 2696 2429 2143 1307
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.29096e-05 3.52745e-05 3.2201e-05 3.4641e-05 3.25528e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0097058633373889452 0.013545292519372462 0.016235626589737189 -0.018363990649090469 -0.015591887951022745 0.0049026926873282691
leaf_weight=0.0011789146373732276 0.0018344334330064093 0.0011384778317947934 0.0010351919453452044 0.0013847911470059857 0.0017600420839012066
leaf_count=862 903 173 255 214 714
internal_value=0 0.00158802 -0.00253622 0.00128904 -0.00412186
internal_weight=0 0.00715294 0.0053185 0.00428331 0.00314483
internal_count=3121 2259 1356 1101 928
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=6
num_cat=0
split_feature=1 42 16 16 4
split_gain=1.28516e-05 3.57059e-05 4.45068e-05 4.44152e-05 1.36283e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.019307588655181323 0.0081556145728473358 -0.0047917730226995341 -0.015516979833419776 0.0071187388373942749 -0.021231061591376683
leaf_weight=0.0012192867607674581 0.0015650756183661855 0.0010047030374923127 0.0015508075998814097 0.0019654896755259194 0.0010124699536428702
leaf_count=160 279 1018 730 509 425
internal_value=0 -0.00190155 0.0028443 -0.00286439 -0.0130431
internal_weight=0 0.00675276 0.00473558 0.0035163 0.00201717
internal_count=3121 2842 1399 1239 1443
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=7
num_cat=0
split_feature=1 3 3 13 47 0
split_gain=2.56009e-05 5.11647e-05 4.02552e-05 3.27222e-05 5.89557e-05 5.07213e-05
threshold=0.091615000000000016 -0.12018999999999998 0.0051600000000000005 -0.091054999999999983 0.092530000000000015 -0.087184999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00021534244596976111 0.00037163898179170244 -0.00058539205444394545 -9.0716791336311762e-05 0.00037582805696926105 -0.00034002288081336668 -0.00013229589000128929
leaf_weight=0.0011720464069330042 0.0011728555172744069 0.0010083826224567879 0.0016966137414485029 0.0017222642333750457 0.0013398425883331781 0.0013452191972345355
leaf_count=162 223 1758 149 191 172 466
internal_value=0 -0.000126854 -0.000275124 8.05726e-05 3.11552e-06 0.000152995
internal_weight=0 0.00387704 0.002705 0.00558018 0.00440733 0.00306748
internal_count=3121 2069 1907 1052 829 657
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=7
num_cat=0
split_feature=484 160 42 43 4 51
split_gain=2.42616e-05 4.56064e-05 5.96992e-05 4.89362e-05 4.45335e-05 5.9851e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.081440000000000026
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00039734189964302327 0.00027840820659097144 -0.00041919824723316761 0.00039495676846773673 -0.00037139618143311297 0.00024891659938895764 0.00020759086536447245
leaf_weight=0.0011777438716878245 0.001035510780579796 0.0010232938867978493 0.0015389842238399502 0.0018303436189741843 0.0016448892982193868 0.001098325230621317
leaf_count=632 368 713 467 602 180 159
internal_value=0 -3.9867e-05 1.91329e-05 9.25134e-05 -9.25758e-06 -0.000154261
internal_weight=0 0.00831358 0.00713584 0.00611254 0.00457356 0.00292867
internal_count=3121 2753 2121 1408 941 761
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=7
num_cat=0
split_feature=159 15 150 0 47 2
split_gain=3.03071e-05 3.63255e-05 3.79946e-05 9.37947e-05 6.92875e-05 0.00011053
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.081835000000000019 -0.11756999999999999 0.092165000000000011 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00031758976548663058 0.00037943577382417825 -0.00050938014852653442 0.00024610433311249221 -0.00057895106377025337 0.00046315043562474332 0.00021649256725317297
leaf_weight=0.0010558400375932234 0.0010311782403373305 0.001507225792656784 0.0016550493159844725 0.0011231218844382329 0.0011813367404226349 0.0016706412683895322
leaf_count=509 224 234 386 1116 210 442
internal_value=0 3.54304e-05 -1.427e-05 -9.2874e-05 6.50513e-05 -0.000103284
internal_weight=0 0.00816855 0.00713738 0.00548233 0.0039751 0.00279376
internal_count=3121 2612 2388 2002 1768 1558
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.21727e-05 3.28307e-05 2.8397e-05 3.15109e-05 2.7339e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094314451267581145 0.013050878660052338 0.015360194240802282 -0.017275325232548582 -0.014525284693621229 0.004230434631341721
leaf_weight=0.0011802442865841084 0.0018389331251256634 0.0011442062413462677 0.0010393436631954342 0.0013864406512505304 0.0017685069323749145
leaf_count=862 903 173 255 214 714
internal_value=0 0.00152743 -0.00244201 0.00114402 -0.00401176
internal_weight=0 0.00717743 0.0053385 0.00429915 0.00315495
internal_count=3121 2259 1356 1101 928
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 4
split_gain=3.4168e-05 6.24344e-05 4.97824e-05 9.26457e-05 6.08311e-05 4.50771e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.10699500000000002 -0.10607499999999999 -0.026489999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0003348800451252749 0.00049755125749024348 -0.00035057230209424985 0.00029349447814921862 0.00048942079558457962 -4.1148312087643868e-05 -0.00052550721172835927
leaf_weight=0.0010438691987330892 0.0010126065045019507 0.0014252544284197449 0.0011802761241510792 0.0014392174343553239 0.0019011429441781213 0.0012081840473523544
leaf_count=509 224 132 207 407 1006 636
internal_value=0 4.18552e-05 -2.26452e-05 5.89387e-05 -8.54936e-05 -0.000229355
internal_weight=0 0.00816668 0.00715407 0.00572882 0.0042896 0.00310933
internal_count=3121 2612 2388 2256 1849 1642
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=7
num_cat=0
split_feature=159 15 0 1 42 43
split_gain=3.21092e-05 3.99326e-05 3.61201e-05 8.25629e-05 5.12471e-05 3.80895e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.11551000000000002 0.075730000000000006 0.0034250000000000005
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00033144946732225619 0.0004011382400080501 -0.00029226235710913442 -8.628715960686979e-05 0.0004960511750434801 -0.00037121336006265391 0.00038489051885208286
leaf_weight=0.0010142139714276284 0.0010209446916002703 0.0014279727531850148 0.0018741195306820309 0.0012734861909466499 0.0014588293630351072 0.0010178801303638617
leaf_count=509 224 132 871 179 994 212
internal_value=0 3.87001e-05 -1.37693e-05 5.6938e-05 -7.15903e-05 7.95505e-05
internal_weight=0 0.00807323 0.00705229 0.00562432 0.00435083 0.002892
internal_count=3121 2612 2388 2256 2077 1083
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=7
num_cat=0
split_feature=50 160 13 1 13 15
split_gain=3.83755e-05 7.39414e-05 4.73844e-05 6.35972e-05 4.56632e-05 6.11675e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.084034999999999985 0.090475000000000014 0.086705000000000018 -0.036009999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00042147764657542272 -0.00036351640201882571 -0.00012918391553975544 -9.3544022267113986e-05 0.00053631753998872292 7.6784521685505994e-05 -0.00069213697632345317
leaf_weight=0.0016061048048228244 0.001000711467717688 0.00114480519256654 0.0017743010387515979 0.0010662904315737877 0.0019266229726823169 0.0010416231454853221
leaf_count=625 615 318 519 169 244 631
internal_value=0 4.22829e-05 -4.53009e-05 0.000191751 -0.000155821 -0.000314966
internal_weight=0 0.00855975 0.00695364 0.0022111 0.00474255 0.00281592
internal_count=3121 2506 1881 487 1394 1150
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=8
num_cat=0
split_feature=11 48 0 2 43 3 3
split_gain=2.86427e-05 5.17008e-05 0.000119589 6.83895e-05 3.37076e-05 4.03632e-05 3.70338e-05
threshold=0.079915000000000014 0.082620000000000013 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 -1.0000000180025095e-35 -0.07908999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00022106893501794365 -0.00031600630949728828 -0.0001868402381692549 0.00070144940405550622 0.00037765648062343285 -0.0005600311545261987 -9.1553854006142397e-05 0.00030139818736743068
leaf_weight=0.0010837130171435763 0.0010002756886504085 0.0011023065567076218 0.0012361362677548136 0.0011184186508106297 0.0012590765270148799 0.0016128065660094509 0.0010056161382026032
leaf_count=627 199 79 479 343 1012 179 203
internal_value=0 3.49539e-05 0.000282723 -6.03469e-05 -0.000159087 -0.000296941 3.04e-05
internal_weight=0 0.00841807 0.00233844 0.00607963 0.00496121 0.00287188 0.00208933
internal_count=3121 2922 558 2364 2021 1191 830
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=8
num_cat=0
split_feature=159 15 150 0 2 16 4
split_gain=2.70074e-05 5.1117e-05 5.00041e-05 8.60595e-05 7.27663e-05 6.7858e-05 5.62968e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.081835000000000019 -0.14649999999999996 0.10855000000000002 0.16703000000000004 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00029511237730121196 0.00043838751445973083 -0.00062702175061978243 0.00027205230413037383 0.00041326837208809715 0.00046740259978205855 -0.00052392791649727172 -0.00018848313070280733
leaf_weight=0.0010616903238830919 0.001064350216586572 0.0010163776392585902 0.0017136593125793818 0.0010029064323576206 0.0010135035018956342 0.0011361558611395388 0.0014795534360325293
leaf_count=509 224 157 386 314 280 259 992
internal_value=0 3.67366e-05 -2.13303e-05 -0.000110338 3.03296e-06 -0.000127028 5.46227e-05
internal_weight=0 0.00842651 0.00736216 0.0056485 0.00463212 0.00361862 0.00248246
internal_count=3121 2612 2388 2002 1845 1565 1306
is_linear=0
shrinkage=0.00196078


Tree=6630
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.29374e-05 3.45453e-05 4.24165e-05 7.25016e-05 4.1493e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.085589999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011407633171044051 0.0081148371036878688 -0.018111744732243872 -0.014779343839224171 0.03160303362973782 0.0063935184583591917
leaf_weight=0.0018205552010913074 0.0015861117393747336 0.0011036374836101599 0.0010951801480618196 0.001023958525627389 0.001801705580167201
leaf_count=1067 279 414 327 321 713
internal_value=0 -0.00190848 0.00120618 0.00706312 0.0155289
internal_weight=0 0.00684504 0.0057414 0.00392084 0.00282566
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=5
num_cat=0
split_feature=15 1 47 49
split_gain=1.30304e-05 4.24581e-05 5.15718e-05 6.65613e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.086380000000000012 -0.006494999999999999
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011787999273167829 -0.0087399752695067733 -0.0013992798828717911 -0.0065079750950798772 0.027201123027184949
leaf_weight=0.0017385098988575961 0.0014234833693731082 0.0015165176544787013 0.0019773751628054939 0.0017558921435314918
leaf_count=848 1216 259 298 500
internal_value=0 0.00175693 0.00624245 0.013947
internal_weight=0 0.00698829 0.00524978 0.00327241
internal_count=3121 1905 1057 759
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=7
num_cat=0
split_feature=0 150 1 47 2 1
split_gain=1.31868e-05 4.8127e-05 4.15166e-05 4.70711e-05 2.82088e-05 3.29903e-05
threshold=-0.060129999999999996 0.081835000000000019 0.094385000000000011 0.092530000000000015 0.10097500000000002 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.02580194393719297 0.024297912348554149 0.013366110713703675 0.0088385182466753729 -0.018675190899678517 -0.0087083913191789309 0.00058103615743262103
leaf_weight=0.0010657110107399363 0.0010269691884858582 0.0012760895268143051 0.0015308797806803105 0.0010471248216403447 0.0010810384769856488 0.0013674697119173652
leaf_count=1748 69 347 301 152 311 193
internal_value=0 -0.0033468 -0.00919994 -0.0023369 0.00469969 0.0107531
internal_weight=0 0.00491981 0.00364372 0.002578 0.00347548 0.00239444
internal_count=3121 2548 2201 453 573 262
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=8
num_cat=0
split_feature=159 15 1 52 150 15 3
split_gain=3.16021e-05 3.80293e-05 3.7365e-05 4.99915e-05 6.30735e-05 7.81262e-05 5.7717e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12811000000000003 -0.088204999999999992 0.082565000000000013 -0.015039999999999998 -0.011549999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00031899414567057691 0.00038721301068768177 -0.00045335432012719949 0.00034024111098692134 -0.0004676626247023153 0.00037902839779845672 -0.00015926256414537746 0.0004543323264817165
leaf_weight=0.0010689642362261336 0.0010540885216571965 0.0010698206252278165 0.0010034138957334638 0.0014873975180055817 0.0013383814278496442 0.0013737648258381986 0.0010322527884903806
leaf_count=509 224 608 101 395 279 941 64
internal_value=0 3.90511e-05 -1.11874e-05 -6.71458e-05 1.18278e-05 -0.000114399 0.000103988
internal_weight=0 0.00835912 0.00730503 0.00630162 0.0052318 0.00389342 0.00240602
internal_count=3121 2612 2388 2287 1679 1400 1005
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=6
num_cat=0
split_feature=3 3 0 47 1
split_gain=1.32908e-05 2.45807e-05 5.7045e-05 4.58415e-05 4.3489e-05
threshold=0.13524500000000003 0.076840000000000006 -0.23001499999999997 0.084635000000000016 0.083135000000000014
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.015889536429434796 0.0090013490747801791 0.0050416223661095862 -0.027676188016357458 0.017796292657296649 0.0063567652178889589
leaf_weight=0.0016235911570183811 0.0013680808410478128 0.0011057540948622435 0.00102864664576976 0.0013522996942994274 0.0019154686845820668
leaf_count=1554 192 110 130 326 809
internal_value=0 -0.00177208 -0.0107263 0.00213519 -0.00384902
internal_weight=0 0.00702576 0.0021344 0.00489136 0.00353906
internal_count=3121 2929 240 2689 2363
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=7
num_cat=0
split_feature=52 13 2 2 3 0
split_gain=1.27602e-05 2.65627e-05 3.53993e-05 3.70689e-05 4.14888e-05 3.66174e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.096015000000000017 -1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.016031956005159841 -0.0096919192366431324 -0.022999009758586261 -0.016187988699609711 0.018129373847101445 0.01275934709937683 0.0014943931224775894
leaf_weight=0.001078261421756271 0.001172129525440351 0.0011197698056773539 0.0012257417583398378 0.0011948550561625072 0.0012438829539829178 0.0013416967539448075
leaf_count=148 501 1478 344 367 137 146
internal_value=0 0.00155866 -0.000988869 0.00281305 -0.00212596 -0.00964814
internal_weight=0 0.00720421 0.00612595 0.0049002 0.00370535 0.00246147
internal_count=3121 2620 2472 2128 1761 1624
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=6
num_cat=0
split_feature=13 52 52 16 48
split_gain=1.15812e-05 2.97151e-05 5.24028e-05 3.67454e-05 4.99978e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.046924999999999988 -0.056919999999999991 0.081805000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016801956752064928 0.0072873637555170775 0.02143282366611636 0.012526987668050969 -0.016023622000389613 -0.014867200359037092
leaf_weight=0.0011150168718784756 0.0017240982913556153 0.0010304753440178996 0.0019161616614453054 0.001551170444251954 0.0010213746513694931
leaf_count=633 217 249 1219 616 187
internal_value=0 -0.00191207 0.00109606 -0.00357266 0.00300209
internal_weight=0 0.0066342 0.00551918 0.00448871 0.00293754
internal_count=3121 2904 2271 2022 1406
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=7
num_cat=0
split_feature=1 12 2 12 49 52
split_gain=1.17949e-05 2.75985e-05 3.45465e-05 3.53608e-05 4.66993e-05 2.43763e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 0.085440000000000016 -0.006494999999999999 0.029970000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.015146358094732035 0.0077580765266278872 -0.016364328452736884 -0.016332178225784703 0.019772110107098392 0.017677363174044544 -0.0033600881917605556
leaf_weight=0.0010763055409699004 0.0015825413073895147 0.0010951675502783751 0.0011935195018937606 0.0011692072791079197 0.0012209915271337239 0.0010034226210225677
leaf_count=542 279 414 306 991 337 252
internal_value=0 -0.00183271 0.000977344 0.00476053 -0.000374627 0.00818747
internal_weight=0 0.00675861 0.00566345 0.00458714 0.00341793 0.00222441
internal_count=3121 2842 2428 1886 895 589
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=7
num_cat=0
split_feature=52 0 15 3 42 4
split_gain=1.25374e-05 4.24479e-05 3.55904e-05 5.60667e-05 2.51469e-05 5.58051e-06
threshold=0.10744000000000002 0.11070500000000001 -0.016799999999999995 0.097915000000000016 0.079510000000000011 -0.065794999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.011356182111509343 0.0086141400688006069 -0.020429292161166509 0.0070376420186420655 -0.022349341697006163 -0.0086693993408141923 0.017509704847797566
leaf_weight=0.0016756032548004877 0.001401365268859949 0.001035458580549241 0.0010280913494888106 0.0011738141590181381 0.0010020800114623745 0.0010076069939756779
leaf_count=439 553 138 915 170 581 325
internal_value=0 -0.00175776 0.00152624 -0.00412643 0.00386193 0.012221
internal_weight=0 0.00692265 0.0058872 0.0038515 0.00267768 0.0020357
internal_count=3121 2568 2430 1190 1020 1240
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 4
split_gain=3.50236e-05 3.54718e-05 4.08254e-05 7.96789e-05 8.29886e-05 4.1038e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.15350499999999997 0.10803500000000001 -0.10607499999999999 -0.026489999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00034755935524162176 0.00038299580059782839 -0.00027742676527544105 0.00041658619162592881 0.00051622180511826587 -4.2511964286698058e-05 -0.00051148211790531405
leaf_weight=0.0010133613338730212 0.001009224564495907 0.0016724772965081543 0.0010576744569351705 0.0012090693392151899 0.0018849363958640885 0.0011581844948346349
leaf_count=509 224 172 179 375 1017 645
internal_value=0 3.93886e-05 -1.02763e-05 7.38696e-05 -5.65525e-05 -0.000220998
internal_weight=0 0.00799157 0.00698234 0.00530986 0.0041008 0.00304312
internal_count=3121 2612 2388 2216 1841 1662
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 4
split_gain=3.04276e-05 3.73363e-05 4.21647e-05 7.96818e-05 8.07603e-05 4.31625e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.15350499999999997 0.10803500000000001 -0.10607499999999999 -0.026489999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00032140191095238299 0.00038484963289801437 -0.00028332245727239727 0.00040626455785508178 0.00051272747527972631 -3.6533826212035728e-05 -0.00051035118659916356
leaf_weight=0.0010291917346150333 0.0010325253999969534 0.0017026146934876014 0.0010767962709713015 0.0012150680315383185 0.0019517221139950009 0.0011897687517139189
leaf_count=509 224 172 179 375 1017 645
internal_value=0 3.63515e-05 -1.40737e-05 7.02989e-05 -5.71416e-05 -0.000215981
internal_weight=0 0.0081685 0.00713597 0.00543336 0.00421829 0.00314149
internal_count=3121 2612 2388 2216 1841 1662
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=7
num_cat=0
split_feature=50 3 13 0 16 12
split_gain=5.14931e-05 4.41298e-05 5.73482e-05 7.02805e-05 0.000105888 3.00109e-05
threshold=0.077805000000000013 -0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.094359999999999986 0.090345000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034608119589526283 -0.00041789656487182202 2.396590144137823e-05 -0.00037045960196573324 -0.00046299736404348805 0.00034253615112895912 0.0005033263540337059
leaf_weight=0.0015937550213338892 0.0010024260346558336 0.0010065590726335025 0.0014062662956354991 0.0016293311558713019 0.0018600327758903545 0.0010019631309280302
leaf_count=255 615 558 252 259 1086 96
internal_value=0 5.19885e-05 -1.58998e-05 -0.000130364 3.55643e-05 0.000263098
internal_weight=0 0.00849791 0.00690415 0.00489563 0.0032663 0.00200852
internal_count=3121 2506 2251 1597 1338 654
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=6
num_cat=0
split_feature=3 39 3 0 43
split_gain=1.32088e-05 2.58644e-05 4.08538e-05 6.19605e-05 4.79159e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.083924999999999986 -0.11242999999999999 -0.092909999999999979
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.011548614919654761 0.0090167804553138945 0.011998632144325656 -0.0023772735847938896 -0.032797680365970368 0.014829714973883475
leaf_weight=0.0011597551767228234 0.001356539232601618 0.0011424815964794829 0.0019933111286017128 0.0010082116626230187 0.0016951742556943841
leaf_count=341 192 335 218 1256 779
internal_value=0 -0.00176485 -0.00444984 -0.0125955 0.00411407
internal_weight=0 0.00699893 0.00585645 0.00300152 0.00285493
internal_count=3121 2929 2594 1474 1120
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 16
split_gain=2.79652e-05 3.4974e-05 3.59368e-05 6.47541e-05 7.37524e-05 7.65956e-05 2.89785e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.18113999999999997 0.10803500000000001 0.075730000000000006 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00030635558490697557 0.00037664615006034139 0.00032467449191360631 -0.00050921242660367685 0.00027837195368459968 0.00045559023385566196 -0.00048610629123378913 -0.00015234533649823457
leaf_weight=0.0010369895807667345 0.001011757546590419 0.0010335557838440168 0.0010672208584886454 0.0014217177135207252 0.0011615729241869904 0.0013403205986815578 0.0010397628552325864
leaf_count=509 224 233 101 719 341 841 153
internal_value=0 3.56899e-05 -1.31433e-05 -7.10404e-05 2.3175e-05 -0.000108942 9.64311e-05
internal_weight=0 0.00807591 0.00706415 0.00603059 0.00496337 0.0038018 0.00246148
internal_count=3121 2612 2388 2155 2054 1713 872
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=8
num_cat=0
split_feature=159 15 0 1 4 3 12
split_gain=3.90455e-05 4.57467e-05 4.88954e-05 8.22237e-05 4.71087e-05 8.67011e-05 2.82378e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.11551000000000002 -0.080924999999999983 -0.0080949999999999998 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00035704647256436088 0.0004239145218197105 -0.00033292388308413603 0.00037096053148650198 0.00049659248202690322 -0.00060971081275889183 0.00016654728554071766 -6.7332227757736606e-05
leaf_weight=0.0010763858333354944 0.0010428691331131473 0.0014831527406546806 0.0010675966583174247 0.0013182048456520101 0.0012351948868005304 0.0010018848402104765 0.0012008146067694393
leaf_count=509 224 132 158 179 1249 123 547
internal_value=0 3.97442e-05 -1.50864e-05 6.5859e-05 -6.01639e-05 -0.000262061 0.000138944
internal_weight=0 0.00834972 0.00730685 0.0058237 0.00450549 0.00223708 0.00226841
internal_count=3121 2612 2388 2256 2077 1372 705
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=6
num_cat=0
split_feature=43 43 52 15 3
split_gain=1.30315e-05 5.47328e-05 2.3586e-05 5.54889e-05 5.77317e-05
threshold=-0.04890499999999999 -0.090869999999999992 -0.0064899999999999992 -0.10203999999999998 0.088060000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0047038760007418259 -0.012107467699638287 0.024234435357564338 -0.014398677091617901 0.0263706620695657 -0.0052302446196020244
leaf_weight=0.0018647777092360186 0.001840314258916407 0.0010062706082098046 0.00134309701467315 0.0012003357405442373 0.0011152559905510985
leaf_count=508 493 947 245 824 104
internal_value=0 0.00543868 -0.00287321 0.00177161 0.0111508
internal_weight=0 0.00287105 0.005499 0.00365869 0.00231559
internal_count=3121 1455 1666 1173 928
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=7
num_cat=0
split_feature=3 51 16 1 4 12
split_gain=1.32267e-05 2.21785e-05 2.24674e-05 4.10963e-05 4.93137e-05 3.69957e-05
threshold=0.13524500000000003 0.087505000000000013 -0.5315899999999999 0.111945 -0.0016099999999999997 0.081420000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012641131471623055 0.0089985123263407098 -0.015119321320946939 0.01724103579307678 0.017833442987312095 -0.019458019560021009 -0.0081286380079015185
leaf_weight=0.0010533958335479376 0.0013615882110931321 0.0010570942710412014 0.0012907853601096145 0.0014134464220763119 0.001138032561515321 0.0010362772439014667
leaf_count=113 192 373 228 247 517 1451
internal_value=0 -0.00177492 0.000603107 0.00346286 -0.00239904 0.00594352
internal_weight=0 0.00698903 0.00593194 0.00487854 0.0034651 0.00232706
internal_count=3121 2929 2556 2443 2196 1679
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=6
num_cat=0
split_feature=15 16 16 49 0
split_gain=1.40228e-05 4.48564e-05 5.61709e-05 3.52266e-05 4.2126e-05
threshold=-0.03241999999999999 -0.0007049999999999999 0.16703000000000004 -0.043469999999999995 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.019503592460393945 -0.016931204297863194 0.020914853461077156 -0.010362365648930215 -0.013737830494159844 0.0089714534943579997
leaf_weight=0.00108538536997441 0.0016481444739477888 0.0011064263186716706 0.0011936399956067876 0.0014872004888097988 0.0018122230453761841
leaf_count=256 1228 297 212 244 884
internal_value=0 -0.0043395 0.00468326 0.00387617 -0.00126466
internal_weight=0 0.00394821 0.00230007 0.00438481 0.00329942
internal_count=3121 1737 509 1384 1128
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.36102e-05 3.39443e-05 4.35305e-05 3.85162e-05 4.36695e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.009978267437715781 -0.01123531583761586 0.020785671336578233 0.0053311286424226507 0.013166917197229643 -0.0201845878758522
leaf_weight=0.001176883801578662 0.0015934080257546234 0.001370879732511562 0.0013997426932338922 0.0014859047866950977 0.0012879225174174701
leaf_count=862 828 482 588 180 181
internal_value=0 0.00162836 0.00532523 0.000246985 -0.00689594
internal_weight=0 0.00713786 0.00554445 0.00417357 0.00268767
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=8
num_cat=0
split_feature=159 49 42 0 0 2 3
split_gain=3.80521e-05 3.98431e-05 6.2186e-05 6.09357e-05 6.11246e-05 6.05021e-05 2.63677e-05
threshold=-1.0000000180025095e-35 -0.080859999999999987 0.075730000000000006 -0.18113999999999997 -0.098289999999999975 0.097845000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4
right_child=1 2 6 4 5 -7 -8
leaf_value=-0.00036172163873475548 0.00039116027135627289 -0.00031194170918611222 -0.00053107973548546697 0.00054229860950762143 -0.00022741704945326673 0.00035315712424071114 -8.5979603731751615e-05
leaf_weight=0.0010414781955492012 0.0010590290434735333 0.0011073421723119259 0.0010109680517723758 0.0013839100984598708 0.0015095544418694761 0.0012712780840506937 0.0010361478840641119
leaf_count=509 233 111 108 241 656 296 967
internal_value=0 3.56861e-05 -1.57481e-05 9.68742e-05 0.000205572 3.79967e-05 -0.000305792
internal_weight=0 0.00837823 0.0073192 0.00527208 0.00416474 0.00278083 0.00204712
internal_count=3121 2612 2379 1304 1193 952 1075
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=7
num_cat=0
split_feature=3 39 2 15 4 16
split_gain=1.29786e-05 1.81556e-05 3.4174e-05 4.14358e-05 3.7793e-05 3.42094e-05
threshold=0.13524500000000003 0.085060000000000011 0.11215000000000001 -0.022504999999999997 -0.087894999999999987 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.002291629696256924 0.00892127851596612 0.010500046849233053 -0.019159420382082595 -0.02414022507851606 0.0024852202456574993 0.020620126928779355
leaf_weight=0.001409125286176657 0.0013584004811952044 0.0010285731881252026 0.001175492005177854 0.0010378474809766803 0.0010961940718145948 0.0012123348004361388
leaf_count=283 192 308 293 327 1153 565
internal_value=0 -0.00176476 -0.00389176 -0.000117818 -0.0104635 0.00830427
internal_weight=0 0.00695957 0.00593099 0.0047555 0.00213404 0.00262146
internal_count=3121 2929 2621 2328 1480 848
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=7
num_cat=0
split_feature=47 0 1 2 3 3
split_gain=4.99316e-05 5.24497e-05 8.44145e-05 5.91071e-05 4.49764e-05 3.21784e-05
threshold=0.11926500000000002 -0.10607499999999999 0.091615000000000016 0.083995000000000014 0.11296500000000002 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5
right_child=-2 3 4 5 -6 -7
leaf_value=-0.00019397943002068575 -0.00040854882797763286 -0.00037455409257829961 0.00066405128940266647 0.00026489626522824288 0.00013760153594024371 -0.00014712440970049789
leaf_weight=0.0012417193151300441 0.0010110405022681667 0.0017247818129426744 0.001405432184486135 0.0016443167541104369 0.0011220350340784241 0.0013088421157343491
leaf_count=235 112 761 171 733 121 988
internal_value=0 5.25376e-05 0.000224665 -8.61519e-05 0.000430341 8.22884e-05
internal_weight=0 0.00844713 0.00376919 0.00467794 0.00252747 0.00295316
internal_count=3121 3009 527 2482 292 1721
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 16 0
split_gain=5.14132e-05 4.24837e-05 5.85254e-05 5.5511e-05 0.000109274 0.000101215 7.99499e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.084034999999999985 -0.094359999999999986 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00034064726208548794 -0.00041711420092584991 -0.00043482927814526346 0.00032088119506725816 -0.00035327423357625978 -0.0005240054521135646 0.00069890231765246471 0.00037653046238975054
leaf_weight=0.0015879282727799173 0.001007246252193097 0.0010777641928261901 0.0010208483487057635 0.001241410040232393 0.001389797811777011 0.0011428943519040278 0.0010785010034947348
leaf_count=625 615 267 278 135 905 162 134
internal_value=0 5.12805e-05 -1.48222e-05 6.22481e-05 -0.000166217 0.000221295 -1.39961e-05
internal_weight=0 0.00853914 0.00695122 0.00587345 0.00241065 0.00346281 0.00231991
internal_count=3121 2506 1881 1614 1183 431 269
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=8
num_cat=0
split_feature=159 15 1 12 48 13 16
split_gain=3.35576e-05 5.63225e-05 3.10079e-05 5.05227e-05 7.19995e-05 5.18903e-05 6.12631e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12500000000000003 0.092355000000000007 0.088875000000000023 -0.036034999999999991 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.00032993417745283096 0.00046086496222679175 -0.00047684561616427059 0.0002984126782206421 -0.00037296058030602164 0.00043390103556483801 -0.00022088746020733208 0.00041321985001062053
leaf_weight=0.001063494674195818 0.0010661034933490791 0.0010603068887006556 0.0010050550027937482 0.0016041490041049074 0.0012472974919874769 0.0014038770041082391 0.0010052099512245706
leaf_count=509 224 659 107 685 259 485 193
internal_value=0 3.97809e-05 -2.14975e-05 -7.23653e-05 2.98673e-05 -0.000115389 4.36987e-05
internal_weight=0 0.008392 0.0073259 0.00632084 0.00471669 0.00346939 0.00240909
internal_count=3121 2612 2388 2281 1596 1337 678
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=7
num_cat=0
split_feature=2 13 52 4 0 16
split_gain=1.27617e-05 2.58297e-05 2.3253e-05 3.17812e-05 1.85852e-05 1.77321e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.087769999999999987 -0.0016099999999999997 -0.10607499999999999 -0.065999999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.016723100662577147 0.01576515458496559 0.0061212151665216673 0.011450350074328854 0.0020671277768244726 -0.016037797337905897 -0.011715070851369941
leaf_weight=0.0010260793228834236 0.0012984970677032614 0.0012321845742821248 0.0015176758050593057 0.0011026438950669257 0.0011671413896465848 0.0010177652692035361
leaf_count=419 200 279 1312 153 318 440
internal_value=0 0.00453446 -0.00336974 0.000247883 -0.00724257 -0.00194703
internal_weight=0 0.00354845 0.00481354 0.00378746 0.00226979 0.00224995
internal_count=3121 919 2202 1783 471 719
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=8
num_cat=0
split_feature=48 150 1 48 2 1 15
split_gain=6.95516e-05 5.82782e-05 4.39122e-05 9.25967e-05 6.77089e-05 6.7721e-05 5.12666e-05
threshold=-0.032929999999999994 0.089910000000000018 0.111945 0.083985000000000018 0.10097500000000002 0.080585000000000004 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4
right_child=1 -3 6 -5 -6 -7 -8
leaf_value=0.00048937084238801095 0.00019882061614983384 -0.00045939004682108949 0.00053565145350019925 0.00039027976310622241 -0.00061187125917707579 -0.00045345738447895913 -3.2919686352520006e-05
leaf_weight=0.0010029015198169773 0.0015446647249567395 0.001188368660504451 0.0011062773661895365 0.0011506781405942203 0.0012807861265902768 0.001013453190748977 0.0013583494017619603
leaf_count=180 1034 217 233 396 398 505 158
internal_value=0 -5.61289e-05 8.15998e-06 -9.76107e-05 -0.000243852 -5.95933e-05 0.00022229
internal_weight=0 0.00864258 0.00745421 0.00498958 0.0038389 0.00255812 0.00246463
internal_count=3121 2941 2724 2333 1937 1539 391
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=6
num_cat=0
split_feature=1 3 15 16 2
split_gain=1.21684e-05 3.98427e-05 6.52598e-05 3.9084e-05 2.47095e-05
threshold=0.091615000000000016 -0.13309499999999996 -0.10091499999999999 0.0039400000000000008 0.090790000000000023
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -4
right_child=1 2 4 -5 -6
leaf_value=-0.015207398015970909 -0.013093877538198502 0.022981270272188891 -0.014117350271331911 0.0061645491493852447 0.0074085253208517905
leaf_weight=0.0017236484528443349 0.0011562064974120819 0.0016597915848265607 0.0010770115982344495 0.0016992432545233339 0.001056250276819921
leaf_count=1591 177 306 340 478 229
internal_value=0 0.00315716 0.00811083 -0.00459762 -0.00345916
internal_weight=0 0.00494926 0.00379305 0.00342289 0.00213326
internal_count=3121 1052 875 2069 569
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=5
num_cat=0
split_feature=4 16 52 15
split_gain=1.11878e-05 3.48799e-05 3.07703e-05 2.33306e-05
threshold=0.0061450000000000003 0.0039400000000000008 -0.049749999999999996 -0.11713499999999999
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.013863100948853756 0.017505705678856134 0.0052816742260876825 -0.010260584173950728 0.0063426061071041491
leaf_weight=0.0018487425468853447 0.0011464336858998656 0.0019611468116449513 0.0015930694692487442 0.0018055604479869805
leaf_count=1617 218 617 300 369
internal_value=0 -0.0040083 0.00333885 -0.00143995
internal_weight=0 0.00380989 0.00454506 0.00339863
internal_count=3121 2234 887 669
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=7
num_cat=0
split_feature=147 52 0 3 0 16
split_gain=1.14223e-05 3.21749e-05 3.85601e-05 4.3525e-05 2.40461e-05 3.01994e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.14794999999999997 0.10542000000000001 -0.084044999999999995 0.15273500000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.010810088650296992 0.0093432227398533348 -0.017491089347129358 -0.01072691481158467 0.02446003482727151 0.019653561332419273 -0.0042174934277982527
leaf_weight=0.0018395764334535091 0.0011289533532271951 0.0010684180230045833 0.0011581398779916363 0.0010262128390151524 0.0010146235319023087 0.0011095143241847535
leaf_count=202 183 496 894 134 832 380
internal_value=0 -0.00147361 0.00130993 0.00648476 0.000864744 0.00718484
internal_weight=0 0.00721649 0.00614807 0.00430849 0.00328228 0.00212414
internal_count=3121 2938 2442 2240 2106 1212
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 16
split_gain=3.48309e-05 3.61603e-05 3.7564e-05 5.92716e-05 8.13816e-05 8.29587e-05 3.647e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.18113999999999997 0.10803500000000001 0.075730000000000006 0.064860000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00034992715275249385 0.00037719553038742011 0.00032816731850662453 -0.00048967274548237128 0.00029433433551815969 0.00047000265569499956 -0.00050846278905821178 -0.00018600501880824735
leaf_weight=0.0010212331220443112 0.0010322116364086227 0.0010451102711481189 0.0010852344232416059 0.0014416996508890814 0.001164432519846389 0.0013723606652857384 0.0010505474459347448
leaf_count=509 224 233 101 719 341 841 153
internal_value=0 3.41e-05 -1.53661e-05 -7.40861e-05 1.55948e-05 -0.000121321 9.18587e-05
internal_weight=0 0.0081916 0.00715938 0.00611427 0.00502904 0.00386461 0.00249225
internal_count=3121 2612 2388 2155 2054 1713 872
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=6
num_cat=0
split_feature=52 0 15 1 15
split_gain=1.36754e-05 6.15824e-05 3.11547e-05 5.18087e-05 4.88178e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.11181500000000001 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0084453908377303648 0.009023832869398736 -0.024728763203922598 0.027634339155637507 -0.014664849111812733 -0.0031235201401001692
leaf_weight=0.0019184587522183424 0.0013938736579574207 0.0010046087329123911 0.001012850574795636 0.0019622297529278232 0.0010519694030148726
leaf_count=867 553 127 317 326 931
internal_value=0 -0.00182915 0.00204019 -0.00324006 0.011964
internal_weight=0 0.00695012 0.00594551 0.00388069 0.00206482
internal_count=3121 2568 2441 1193 1248
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=6
num_cat=0
split_feature=15 150 0 16 16
split_gain=1.39191e-05 3.28079e-05 8.4618e-05 3.01145e-05 5.21738e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 -0.0007049999999999999 0.16703000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.019210223478096828 -0.014656321208816573 0.016267839114408777 0.014651320587482024 0.018746053235883697 -0.011442322820591771
leaf_weight=0.0014663312374617594 0.0016446747401030505 0.0014342371510664754 0.0014857493725632612 0.0011028797917808527 0.0011904524583270699
leaf_count=243 1228 267 874 297 212
internal_value=0 0.00386009 -0.00216808 -0.00433005 0.00307548
internal_weight=0 0.00438632 0.00295208 0.00393801 0.00229333
internal_count=3121 1384 1117 1737 509
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=8
num_cat=0
split_feature=50 15 151 16 1 0 52
split_gain=5.17641e-05 5.85394e-05 3.9249e-05 5.84628e-05 6.81612e-05 3.92476e-05 0.000110367
threshold=0.077805000000000013 -0.24436499999999997 -0.024429999999999997 -0.08595499999999999 0.10752500000000002 -0.053834999999999994 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00048939486688187139 -0.00041460259954848472 0.00026274228717820494 -0.00065566009678915771 0.00031219932237929214 3.4464005867502543e-05 -0.00053438906331746978 0.00034177123684636104
leaf_weight=0.001034204154198917 0.0010235299938531886 0.0016170451689508118 0.0011817871000525228 0.0015076310970004564 0.0010295963567501579 0.0011100065191522296 0.0011010471027683207
leaf_count=218 615 423 488 1012 61 245 59
internal_value=0 5.19088e-05 -8.04125e-06 -8.18801e-05 -0.000334346 6.82532e-05 -9.80841e-05
internal_weight=0 0.00858132 0.00754711 0.00593007 0.00221138 0.00371868 0.00221105
internal_count=3121 2506 2288 1865 549 1316 304
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=7
num_cat=0
split_feature=12 13 16 160 151 1
split_gain=3.11615e-05 6.23233e-05 6.20282e-05 0.000159425 7.34972e-05 7.28896e-05
threshold=0.11650500000000001 0.11217000000000001 -0.056919999999999991 -0.027994999999999996 -0.0083949999999999979 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0002876412921815268 -0.00033378367190312758 0.00043263030922262183 0.00029893697131520353 -0.00060863777583048491 9.0980899359066461e-06 0.00064833636298416931
leaf_weight=0.0011737463630521476 0.0010016442372551186 0.001267244097934106 0.0012370779322281272 0.001867463321911332 0.0015182694794528009 0.0012507828810581706
leaf_count=187 147 168 526 796 1075 222
internal_value=0 3.23012e-05 -3.96855e-05 -0.000246993 0.000123548 0.000297842
internal_weight=0 0.00831458 0.00704734 0.00310454 0.0039428 0.00276905
internal_count=3121 2974 2806 1322 1484 1297
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=6
num_cat=0
split_feature=11 43 2 3 12
split_gain=3.87783e-05 5.68746e-05 6.93616e-05 3.47499e-05 3.47392e-05
threshold=0.079915000000000014 -0.074359999999999996 0.089885000000000007 0.11924500000000002 0.090455000000000021
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=5.9430687651149942e-05 -0.0003707451613470868 -0.00037625703681526873 0.0002577616622486915 -0.00011289087707709128 0.00049710505260462797
leaf_weight=0.001488571030023795 0.0010136197834563826 0.0019591911838862564 0.0019843675361756992 0.0019070710674310471 0.0013115500336819028
leaf_count=786 199 936 626 189 385
internal_value=0 3.46199e-05 -7.53691e-05 7.61166e-05 0.000264433
internal_weight=0 0.00865075 0.00585063 0.00389144 0.00280012
internal_count=3121 2922 1751 815 1171
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=6
num_cat=0
split_feature=4 15 151 16 2
split_gain=1.26887e-05 3.8448e-05 2.68669e-05 4.90564e-05 2.12929e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 0.096015000000000017
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.011424452529419454 0.016950076389890253 -0.0075571910004294729 -0.02426197161898147 -0.0077653488672271946 0.0076837196855536437
leaf_weight=0.0011017185371222545 0.0014076144406851069 0.0011741149543335295 0.0011130212317119023 0.0018259815379866057 0.0017444222471827736
leaf_count=463 266 160 501 1196 535
internal_value=0 0.0058047 -0.00262626 -0.00593152 -0.000217267
internal_weight=0 0.00258173 0.00578514 0.00468343 0.0035704
internal_count=3121 426 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=6
num_cat=0
split_feature=16 160 52 151 3
split_gain=1.32752e-05 7.87994e-05 6.59705e-05 3.5382e-05 3.87142e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.091275000000000009 -0.0083949999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.011367725529488289 0.016189000770024813 -0.026765774886418514 0.0054422629444332068 -0.0011172613737873984 0.020699257578397821
leaf_weight=0.0011472855626726559 0.0012756271148255966 0.0016096823031443767 0.0010512843748275969 0.0017463878486452078 0.0015225101847080313
leaf_count=207 557 832 84 1233 208
internal_value=0 -0.00424527 -0.0140411 0.00374116 0.00904392
internal_weight=0 0.00393659 0.00266097 0.00441618 0.0032689
internal_count=3121 1473 916 1648 1441
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=6
num_cat=0
split_feature=160 16 0 13 2
split_gain=1.27372e-05 3.85811e-05 6.05112e-05 9.3056e-05 4.87903e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.0076650000000000008 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.007364928425033542 -0.0077553033050328166 -0.022308598290665629 0.034128916136327299 -0.0050201923884996549 0.0056344116202343515
leaf_weight=0.0018401618204818733 0.0014920210988635645 0.0011922393942378593 0.0014473253572290837 0.0010459250808474321 0.0013130514596083856
leaf_count=970 137 447 1009 183 375
internal_value=0 0.00206067 0.00817355 0.0177058 -0.00766335
internal_weight=0 0.00649056 0.00398527 0.00249325 0.00250529
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=6
num_cat=0
split_feature=43 3 12 2 0
split_gain=1.28789e-05 4.29551e-05 3.11093e-05 4.97531e-05 3.65808e-05
threshold=-0.074359999999999996 -0.075944999999999985 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0042369703484154706 -0.015226379362393155 0.021620652478055096 -0.017453891672286195 -0.0019654743471071087 0.019798645667969444
leaf_weight=0.0016851424536377065 0.0013221614688336239 0.0010382854824024092 0.0011461278185309221 0.0016992436299359899 0.0014156634228952214
leaf_count=922 876 310 315 172 526
internal_value=0 0.00562104 -0.00276682 0.00102695 0.00792589
internal_weight=0 0.00272343 0.0055832 0.00443707 0.00311491
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=8
num_cat=0
split_feature=48 12 16 2 3 52 43
split_gain=6.96816e-05 6.66754e-05 8.80885e-05 5.00547e-05 6.25725e-05 4.50825e-05 7.6765e-05
threshold=-0.032929999999999994 0.092355000000000007 0.052820000000000013 0.10222000000000002 0.12178000000000001 -0.066844999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00049303657094834717 -0.00034868143509593779 -0.00066103002387479424 8.9366408401559042e-05 0.00058902053889715487 -5.6948463662687621e-05 -0.00029448300808404234 0.00043390330253887652
leaf_weight=0.0010078885986617098 0.0014767295511352706 0.0013481614124604413 0.0010858878979941589 0.0012234303126009275 0.0010903339483553189 0.0010460995864572287 0.0011880724255270187
leaf_count=180 385 579 316 308 138 908 307
internal_value=0 -5.2379e-05 -0.00032626 5.82729e-05 0.000284615 -8.28527e-05 9.28532e-05
internal_weight=0 0.00845872 0.00243405 0.00602467 0.00231376 0.0037109 0.00223417
internal_count=3121 2941 895 2046 446 1600 1215
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=7
num_cat=0
split_feature=4 3 151 0 47 13
split_gain=2.70379e-05 4.57799e-05 4.35474e-05 4.86122e-05 4.55644e-05 3.96435e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.016164999999999995 -0.14794999999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00028044414749848817 -9.2053896050663458e-05 0.00048481652770186512 -0.00049904095018850391 5.7382282897646735e-05 0.00020963767332939922 -0.00038677907071600886
leaf_weight=0.0011889194113005909 0.0010817273675481354 0.0010349268078451357 0.0011182390137247193 0.0014040679206982559 0.0017306396682501149 0.0017178363164638934
leaf_count=456 83 269 154 491 285 1383
internal_value=0 0.000190004 -6.22468e-05 -0.000130484 -4.55529e-05 -0.000187019
internal_weight=0 0.00211665 0.0071597 0.00597078 0.00485254 0.0031219
internal_count=3121 352 2769 2313 2159 1874
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=7
num_cat=0
split_feature=48 15 1 12 1 4
split_gain=8.16478e-05 9.02596e-05 6.33174e-05 9.77267e-05 9.56098e-05 7.614e-05
threshold=-0.032929999999999994 -0.43375999999999998 0.11551000000000002 0.09334000000000002 0.094385000000000011 -0.076779999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00051355157404767431 -0.00061952995144829847 0.00010888888551433762 0.00029994077084882732 -0.00063627354380695251 0.00044553712158727863 -0.00049550504340609624
leaf_weight=0.0010166224059604016 0.0010272997771204823 0.0017521293074058094 0.001994872421973647 0.0010823289527858385 0.0014028808617063504 0.0014768194902643967
leaf_count=180 164 742 270 670 257 838
internal_value=0 -7.3567e-05 -8.12333e-07 -0.000105808 1.81465e-05 -0.000167542
internal_weight=0 0.00873633 0.00770903 0.00571416 0.00463183 0.00322895
internal_count=3121 2941 2777 2507 1837 1580
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=8
num_cat=0
split_feature=48 150 1 48 13 47 3
split_gain=7.49696e-05 7.71059e-05 5.88522e-05 8.83416e-05 7.76065e-05 7.38266e-05 5.01522e-05
threshold=-0.032929999999999994 0.089910000000000018 0.111945 0.083985000000000018 -0.084034999999999985 0.085770000000000027 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.000503646027902094 9.835605498480728e-05 -0.00052911773762156947 0.0006358881897423099 0.00036398712590029786 -0.00077233929961427244 -4.5147183312234505e-05 -0.00019532539065313215
leaf_weight=0.0010158748584348691 0.0014660219946635369 0.0011628358785576824 0.0011113347723435711 0.0011590861861471985 0.0011356086762805023 0.0013619589935848907 0.0011818406701514781
leaf_count=180 526 217 249 396 1239 142 172
internal_value=0 -5.96729e-05 1.3938e-05 -0.000109626 -0.00025472 0.000260865 -0.000478077
internal_weight=0 0.00857869 0.00741585 0.00494256 0.00378347 0.00247329 0.00231745
internal_count=3121 2941 2724 2333 1937 391 1411
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=6
num_cat=0
split_feature=4 1 13 52 15
split_gain=1.44482e-05 3.21851e-05 3.80222e-05 2.62424e-05 2.15599e-05
threshold=0.0061450000000000003 0.086560000000000012 -0.029529999999999997 -0.049749999999999996 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=-0.011872863738272905 0.016855208071907442 -0.016690479807470456 0.013363138677655075 -0.0090886018161398623 0.0068549675766374973
leaf_weight=0.0010565787936995144 0.001148278864562769 0.0013905225461814828 0.0013726720001418662 0.001597939827792681 0.0018075927168583175
leaf_count=841 218 763 630 300 369
internal_value=0 -0.00455784 0.00238699 0.00378198 -0.000626055
internal_weight=0 0.00381977 0.00242925 0.00455381 0.00340553
internal_count=3121 2234 1471 887 669
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=6
num_cat=0
split_feature=1 4 13 3 49
split_gain=1.47981e-05 4.02077e-05 3.03002e-05 4.72922e-05 4.01703e-05
threshold=0.091615000000000016 -0.080924999999999983 -0.091054999999999983 0.11296500000000002 -0.0055299999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0041137183343148672 0.018657850623052235 -0.017856578338073206 -0.0078394509811866818 -0.018590316188399222 0.016270128229014937
leaf_weight=0.0019922876427125101 0.0010389541998266105 0.0014315025124291016 0.001189497609505006 0.0010594892616115903 0.001649271843972746
leaf_count=681 223 1388 192 95 542
internal_value=0 -0.00507216 0.00348319 -0.000561118 0.00616776
internal_weight=0 0.00342379 0.00493721 0.00389826 0.00283877
internal_count=3121 2069 1052 829 734
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=8
num_cat=0
split_feature=159 15 12 133 43 1 12
split_gain=3.85398e-05 3.98831e-05 3.83823e-05 4.97783e-05 7.56089e-05 4.18773e-05 4.56079e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 1.0000000180025095e-35 -0.088004999999999986 0.10781 0.078300000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00035423284573122009 0.00040125714900403673 -0.00033643275782797963 0.00058819020499450015 -0.00033693266766544942 7.1170308470847835e-05 0.00028286952435524043 -0.00046475581184082641
leaf_weight=0.0010524940371848908 0.0010497182051337666 0.00114883443234968 0.0011046233621155206 0.0010363866113971909 0.0015406432359105979 0.0013791555273760855 0.0010112178441139801
leaf_count=509 224 241 163 782 198 175 829
internal_value=0 4.41368e-05 -7.7788e-06 5.44029e-05 0.000134944 7.58067e-06 -0.000141199
internal_weight=0 0.00827058 0.00722086 0.00607203 0.00503564 0.00393102 0.00255186
internal_count=3121 2612 2388 2147 1365 1202 1027
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=7
num_cat=0
split_feature=147 52 13 13 2 16
split_gain=1.33292e-05 3.44297e-05 3.21502e-05 3.46726e-05 4.66587e-05 1.68673e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.085254999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0025585404859095593 0.010031740876917165 -0.018125067171299847 0.0070958166150194351 0.010531930605821693 -0.019206264365854622 0.02078157383620605
leaf_weight=0.0010268174039991976 0.0011396212182275519 0.0010739853554638367 0.0010576231656506964 0.0011971055553775586 0.0018616265600265186 0.0010051400676974131
leaf_count=335 183 496 516 161 1028 402
internal_value=0 -0.00160515 0.00128054 -0.00380005 -0.00967721 0.0115729
internal_weight=0 0.0072223 0.00614831 0.00411636 0.00291925 0.00203196
internal_count=3121 2938 2442 1705 1544 737
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=7
num_cat=0
split_feature=1 4 47 3 2 4
split_gain=1.39531e-05 2.64686e-05 3.47169e-05 6.14588e-05 2.23658e-05 3.79061e-06
threshold=0.077565000000000009 -0.040589999999999994 0.086380000000000012 0.090900000000000009 0.097845000000000015 0.40124500000000002
decision_type=2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.01781709315560228 -0.012109442128012906 -0.0033186383851238435 -0.0056142480164509826 0.029596984743492007 0.0021135781730884469 0.0053431449575472127
leaf_weight=0.0010075401723000862 0.0010303988201918633 0.0010018558190512603 0.0018067154837868495 0.0012030165974934556 0.0012762363174129881 0.0010192359536607301
leaf_count=1236 585 279 251 189 400 181
internal_value=0 0.00249222 0.00548289 0.0117015 -0.00667929 0.0010495
internal_weight=0 0.00606122 0.00503082 0.00322411 0.00228378 0.00202109
internal_count=3121 1485 900 649 1636 460
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=8
num_cat=0
split_feature=159 49 42 49 4 12 4
split_gain=2.34472e-05 2.81868e-05 5.99651e-05 7.92106e-05 7.80015e-05 5.5651e-05 5.59729e-05
threshold=-1.0000000180025095e-35 -0.080859999999999987 0.093775000000000011 -0.0020949999999999996 0.24564500000000003 0.085495000000000015 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00028414644888220575 0.00033659638708837501 -0.00032446748340180946 -0.00045669588381598266 0.00056900625648044164 0.00064077607757025276 -0.00030578245655006061 -5.5056232578596027e-05
leaf_weight=0.0010153766504169505 0.0010203383752070911 0.0015265593738795109 0.0010006123143279696 0.0010010648274303173 0.0011204416291685682 0.0011535218175918105 0.0012333275604866707
leaf_count=509 233 326 457 214 210 945 227
internal_value=0 3.20367e-05 -1.21326e-05 6.15777e-05 0.000192295 4.39749e-05 0.00022454
internal_weight=0 0.00805587 0.00703553 0.00603492 0.00450836 0.00338791 0.00223439
internal_count=3121 2612 2379 1922 1596 1386 441
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=7
num_cat=0
split_feature=52 0 15 150 15 15
split_gain=1.18012e-05 5.7062e-05 3.42134e-05 4.77296e-05 0.000120782 3.8579e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.081835000000000019 -0.10653 0.035560000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=0.0062193523732956349 0.0083778388788385647 -0.023793927345019221 0.026359065853747927 0.01136327061600638 -0.038670361812212721 -0.00097367808769514602
leaf_weight=0.0014945847756700403 0.0013945460539865201 0.001000795804409157 0.0010118120324727126 0.0013855463113415932 0.0010007158388345443 0.0010546703205574607
leaf_count=378 553 127 317 274 541 931
internal_value=0 -0.00170229 0.00201522 -0.00351943 -0.0117832 0.0124093
internal_weight=0 0.00694813 0.00594733 0.00388085 0.0024953 0.00206648
internal_count=3121 2568 2441 1193 919 1248
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=6
num_cat=0
split_feature=157 42 43 16 0
split_gain=1.08833e-05 2.8013e-05 5.76328e-05 4.38612e-05 2.45016e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093317761616994524 -0.013382282207803024 0.020448087253658594 -0.0038807662213833083 -0.015914014146267308 0.013959543999649991
leaf_weight=0.0010902010980941507 0.0010903404345077462 0.0015829426605259815 0.0015327120309346863 0.0014703729906417173 0.0015466319176481917
leaf_count=571 795 624 156 414 561
internal_value=0 0.00138717 0.00401307 -0.00170502 0.00507971
internal_weight=0 0.007223 0.00613266 0.00454972 0.00307934
internal_count=3121 2550 1755 1131 717
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=5
num_cat=0
split_feature=0 3 1 3
split_gain=1.12468e-05 3.90098e-05 4.85994e-05 6.9536e-05
threshold=0.041630000000000007 -0.13309499999999996 0.094385000000000011 0.083060000000000009
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.019054182214380089 0.007021423400864756 -0.011383856147106379 0.024469045368497026 -0.0038704370064225439
leaf_weight=0.001106034981101644 0.0017828614590069672 0.0018886503713629976 0.0015365769432188199 0.0019834121881784081
leaf_count=193 252 1944 467 265
internal_value=0 -0.0019422 0.0015571 0.00850057
internal_weight=0 0.00651467 0.00540864 0.00351999
internal_count=3121 2869 2676 732
is_linear=0
shrinkage=0.1


Tree=6682
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 13
split_gain=1.26248e-05 3.62154e-05 4.24042e-05 4.004e-05 4.1176e-05 2.29252e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.0016099999999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0046665656333076131 -0.0097619155786018447 -0.0012633230855631 -0.022714687595490956 0.020673675863438132 -0.013811709629607954 0.019078561917798872
leaf_weight=0.0011410490414717257 0.0011449164352343756 0.0011147343389520323 0.0011214816500537688 0.0014010326522429766 0.0012568734469740458 0.0011014555728512364
leaf_count=434 630 557 142 239 401 718
internal_value=0 0.00154996 -0.00890566 0.00640341 0.000646791 0.00884668
internal_weight=0 0.00713663 0.00226253 0.0048741 0.00347306 0.00221619
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=6
num_cat=0
split_feature=49 16 3 4 2
split_gain=1.21027e-05 2.9633e-05 5.79083e-05 6.15673e-05 4.15007e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.24564500000000003 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0070012191799463429 -0.023147178674091867 0.013652264070340682 0.0057000132407591907 0.019240889949600187 -0.018834186452689312
leaf_weight=0.0018958593330822403 0.0013302211653464287 0.001005539381420585 0.0012894045607611425 0.001260150482819457 0.0014818093842340506
leaf_count=425 188 300 1300 273 635
internal_value=0 -0.00210073 -0.00505513 0.000914669 -0.00741879
internal_weight=0 0.00636712 0.00536159 0.00403136 0.00277121
internal_count=3121 2696 2396 2208 1935
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=6
num_cat=0
split_feature=42 160 16 15 16
split_gain=1.21033e-05 3.44644e-05 3.43708e-05 5.32124e-05 1.9274e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.084119999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094140432235554281 -0.011487533370029173 -0.0033386054490050689 -0.010488712297448501 0.011305798876457598 0.02910634186309671
leaf_weight=0.0011741562857378735 0.0015757582128070784 0.0019019378378317378 0.001103408893193502 0.0014297764839328927 0.0010586943159311434
leaf_count=862 828 272 311 368 480
internal_value=0 0.00154956 0.00528891 0.00925419 0.0188789
internal_weight=0 0.00706958 0.00549382 0.00439041 0.00248847
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.17946e-05 2.03431e-05 2.96893e-05 3.17203e-05 4.4662e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014293755032388958 0.0099343814745864577 0.012732656688109759 -0.014076720844291308 -0.014726640534513278 0.011596022025149233
leaf_weight=0.001052706844966186 0.0010418156533399609 0.0015470658620594328 0.0010334192345950481 0.0015859090216595712 0.0019682400308301336
leaf_count=806 394 734 101 497 589
internal_value=0 -0.0014508 0.00075306 -0.00328682 0.00275734
internal_weight=0 0.00718734 0.00613463 0.00458757 0.00300166
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=8
num_cat=0
split_feature=159 15 160 52 49 52 2
split_gain=4.17981e-05 4.7274e-05 3.42899e-05 4.87417e-05 4.54547e-05 5.34292e-05 5.88904e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.086870000000000017 -0.087769999999999987 -0.026779999999999995 0.096795000000000006 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00037175992065480813 0.00043398800031792278 -0.0002858255145217179 -0.00033790068489404819 0.00048052071525397379 0.00020618264734713365 0.00041140033276351431 -0.00037940858092696731
leaf_weight=0.0010279354497068948 0.0010606287768267844 0.0013319677370541311 0.001044532497435924 0.0011376671708165109 0.001206361940555642 0.0010306993448786009 0.001458542334892593
leaf_count=509 224 521 290 235 631 243 468
internal_value=0 4.74816e-05 -9.37734e-06 4.6282e-05 0.000137805 3.23026e-05 -0.00011432
internal_weight=0 0.0082704 0.00720977 0.00616524 0.00483327 0.0036956 0.0026649
internal_count=3121 2612 2388 2098 1577 1342 1099
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=7
num_cat=0
split_feature=159 15 0 1 42 0
split_gain=3.80975e-05 5.35996e-05 6.21034e-05 6.96799e-05 6.0228e-05 3.60098e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.15350499999999997 0.11551000000000002 0.075730000000000006 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00035280612065732918 0.00037024695953886023 -0.00039620896751280934 -7.3341856272790711e-05 0.00046640515130156262 -0.00039501974097295311 0.00038491994577973264
leaf_weight=0.0010533487396606157 0.0015637641792326873 0.0014256543868084283 0.0016698237866942158 0.0012658737702810575 0.001372715970788232 0.0010893265078310427
leaf_count=509 321 144 910 172 954 111
internal_value=0 4.28175e-05 -3.22217e-05 6.39148e-05 -5.93955e-05 0.000107582
internal_weight=0 0.00838716 0.00682339 0.00539774 0.00413187 0.00275915
internal_count=3121 2612 2291 2147 1975 1021
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 13
split_gain=1.18551e-05 3.58543e-05 3.70862e-05 3.34019e-05 3.62485e-05 2.00739e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.0016099999999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.022054996847522223 -0.0094638158665567382 -0.0006741516096332728 0.0036097136060413179 0.019400519459945129 -0.012506231730203224 0.01838463735006619
leaf_weight=0.0010997593413057862 0.0011423677395729359 0.0011137185809146138 0.0011536942100315983 0.0013965489466514595 0.0012531403698687882 0.0010969582413195888
leaf_count=324 630 557 252 239 401 718
internal_value=0 0.00151078 -0.00891551 0.00634481 0.00108098 0.008783
internal_weight=0 0.00711382 0.00225345 0.00486037 0.00346382 0.00221068
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=6
num_cat=0
split_feature=52 13 15 1 15
split_gain=1.24556e-05 2.50538e-05 2.68932e-05 2.08922e-05 7.3649e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.11181500000000001 -0.022504999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.0011777872953372211 -0.0096622393913365912 0.018177239295788083 0.021441276091455533 -0.010734947803149129 -0.012491842740409676
leaf_weight=0.0010011834866683459 0.0011496425545545986 0.0015484028875640625 0.0011066817194774719 0.0018496736412535629 0.0015840257530952942
leaf_count=462 501 611 314 250 983
internal_value=0 0.00155877 0.0106978 -0.00230783 0.00266831
internal_weight=0 0.00708997 0.00210787 0.0049821 0.00313243
internal_count=3121 2620 776 1844 1594
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=8
num_cat=0
split_feature=159 49 42 0 13 16 13
split_gain=3.31058e-05 3.09644e-05 5.79096e-05 6.13497e-05 4.75279e-05 5.42545e-05 7.57898e-06
threshold=-1.0000000180025095e-35 -0.08130999999999998 0.075730000000000006 -0.18113999999999997 0.0076650000000000008 -0.056919999999999991 -0.075974999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=-0.00033824461052285414 0.00034791929207635786 -0.00031415792875152476 -0.00017415029322585677 0.0007144201539822845 -7.2244128533884797e-05 0.00013643741627815319 -0.00041549357045197842
leaf_weight=0.0010307545868503071 0.0010564392277621392 0.0010947875336028996 0.0010000656481866451 0.0010424554391266624 0.0014769992505147909 0.0015570195908479589 0.0010009933718325213
leaf_count=509 228 111 727 542 372 282 350
internal_value=0 3.45172e-05 -1.1645e-05 9.79541e-05 0.000208632 0.000368223 -0.000294878
internal_weight=0 0.00822876 0.00717232 0.00517126 0.00407647 0.00259948 0.00200106
internal_count=3121 2612 2384 1307 1196 824 1077
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=2.0534e-05 4.74362e-05 5.66885e-05 4.93293e-05 7.03865e-05 5.10212e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00028273071774826807 -0.00026714370293708448 -8.8252561218361464e-05 0.00050983810304958328 -0.00024863065849420145 -0.00045367068096220328 0.00030568242722010667
leaf_weight=0.0011992616528728947 0.0010095990745695145 0.0010625141916851364 0.0014283619598389819 0.0012015534260938771 0.0018792203166915792 0.0013621502247496431
leaf_count=447 115 169 228 793 759 610
internal_value=0 2.93404e-05 0.000254715 -7.01566e-05 -0.00016541 4.58877e-05
internal_weight=0 0.00813306 0.00249088 0.00564219 0.00444292 0.0025637
internal_count=3121 3006 397 2609 2162 1403
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 2
split_gain=1.35925e-05 3.55396e-05 4.64574e-05 4.69311e-05 5.45066e-05 2.77183e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.091785000000000019 0.11177500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.016996447832293652 0.010239797178153806 -0.018327438060881596 -0.024624171316430743 0.014147565869191454 0.01214375238718212 -0.010893143934508867
leaf_weight=0.0014464343730633709 0.0011176617517309577 0.0010805173369075223 0.0013919551380998469 0.0011317855995678114 0.0010716668988985348 0.0010188578928713894
leaf_count=618 183 1167 482 307 193 171
internal_value=0 -0.00161977 0.00135892 -0.00354298 -0.0092923 0.000916273
internal_weight=0 0.00714122 0.0060607 0.00461427 0.00348248 0.00209052
internal_count=3121 2938 1771 1153 846 364
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=6
num_cat=0
split_feature=52 52 4 0 2
split_gain=1.22985e-05 2.47021e-05 3.38899e-05 3.42238e-05 7.83524e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.10151999999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015433341115749098 -0.0096020831951379414 0.014423720534256458 0.020755332952763952 -0.0089965411118004268 -0.013568451220676361
leaf_weight=0.0012959573600727281 0.001150946748170175 0.0012303484174983172 0.0019762833750473054 0.0015816064430498804 0.0010023863991271832
leaf_count=666 501 562 266 973 153
internal_value=0 0.00154289 -0.00116326 0.00289206 0.00920464
internal_weight=0 0.00708658 0.00585623 0.00456028 0.00297867
internal_count=3121 2620 2058 1392 419
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=7
num_cat=0
split_feature=159 15 52 150 0 2
split_gain=2.95285e-05 4.65417e-05 3.47508e-05 4.2847e-05 7.42699e-05 4.77281e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 0.082565000000000013 -0.11756999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00030931928052415426 0.00043889650348412921 -0.00027300084455144464 -0.00042676795348394858 0.00036214620896550135 -0.00013323675915859399 0.0003749960446760581
leaf_weight=0.0010242355369069313 0.0010050352696626373 0.001535639830457629 0.0013009593651844191 0.0013631363461337493 0.0013288457856994479 0.0015264683331729946
leaf_count=509 224 643 185 307 1007 246
internal_value=0 4.41299e-05 -1.2107e-05 6.04803e-05 -3.84574e-05 0.000138468
internal_weight=0 0.00806008 0.00705505 0.00551941 0.00415627 0.00285531
internal_count=3121 2612 2388 1745 1438 1253
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=8
num_cat=0
split_feature=159 15 49 52 16 1 3
split_gain=3.32273e-05 6.46025e-05 3.91007e-05 6.19755e-05 8.49047e-05 3.71093e-05 3.12658e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 -0.092399999999999982 -0.094359999999999986 0.10781 0.076840000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.00032610873293289295 0.00049906021311107529 0.00032259135237724192 -0.00052280930073284255 -0.00055906537049862904 6.7380950275133412e-05 -5.0308954890374169e-05 0.00048942341461896471
leaf_weight=0.0010448099729858584 0.0010512043491728443 0.0010789824881258566 0.0010222313929492098 0.0010064796457318888 0.0017413053005134915 0.0012186151187880195 0.0011019341922658167
leaf_count=509 224 228 518 318 1149 90 85
internal_value=0 4.51176e-05 -2.14398e-05 -8.23871e-05 6.44157e-06 -0.000280435 0.000230949
internal_weight=0 0.00822075 0.00716955 0.00609057 0.00506833 0.00222509 0.00284324
internal_count=3121 2612 2388 2160 1642 408 1234
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=7
num_cat=0
split_feature=4 3 0 3 1 3
split_gain=2.4459e-05 4.96123e-05 3.93746e-05 7.79002e-05 7.04244e-05 5.45442e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.061629999999999997 0.090900000000000009 0.094385000000000011 0.0068900000000000012
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00074925781878828687 -0.0001094840447550488 0.00050031893543935134 0.00030422514443587324 0.00016433439265190719 -8.0289834859736467e-05 -0.00024316620285068748
leaf_weight=0.0011641241216547454 0.0010454418728433335 0.0010070519923926595 0.0019999892005271112 0.0015226707190125997 0.0012597410904056697 0.0010766004049792954
leaf_count=1862 83 269 359 150 286 112
internal_value=0 0.000189715 -5.36075e-05 -0.000183236 -0.000401579 0.000112675
internal_weight=0 0.00205249 0.00702313 0.00394654 0.00242387 0.00307659
internal_count=3121 352 2769 2298 2148 471
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=7
num_cat=0
split_feature=159 15 52 49 15 0
split_gain=2.81594e-05 3.96024e-05 2.92944e-05 5.70556e-05 4.24125e-05 5.86395e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.10024500000000001 -0.026779999999999995 -0.055554999999999993 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00031175454917192102 0.00039988012399016988 0.00020558443040498772 0.00028270962977201104 -0.00047189653427101894 0.00026523056073727772 -0.00033983535033275226
leaf_weight=0.0010011106505210367 0.0010102850406493941 0.0019317012563794846 0.0010693794883974306 0.0014530141697258912 0.0011834071396815801 0.0012839150668279889
leaf_count=509 224 385 269 532 978 224
internal_value=0 3.72339e-05 -1.56998e-05 -7.023e-05 -0.000206134 -4.96263e-05
internal_weight=0 0.0079317 0.00692142 0.00585204 0.00392034 0.00246732
internal_count=3121 2612 2388 2119 1734 1202
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=7
num_cat=0
split_feature=4 151 15 42 3 15
split_gain=1.43116e-05 3.20235e-05 3.55348e-05 4.40975e-05 5.6269e-05 3.24548e-05
threshold=0.27287000000000006 -0.016164999999999995 1.0000000180025095e-35 0.079510000000000011 0.10893000000000001 -0.031204999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.013760636191628199 0.0076550139336079102 0.0020492689502760249 -0.020861356343709635 -0.018595495850937005 -0.013817139888054414 0.027153661745098281
leaf_weight=0.0010438716075614708 0.0018840460035416578 0.0010343659456136479 0.0011617719876885757 0.001071730715908486 0.0010588820520279901 0.0010255404158920119
leaf_count=456 352 347 1163 529 90 184
internal_value=0 -0.00226151 -0.00538636 -0.0010961 0.00491734 0.0145477
internal_weight=0 0.00639616 0.00535229 0.00419052 0.00311879 0.00205991
internal_count=3121 2769 2313 1150 621 531
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=7
num_cat=0
split_feature=47 4 15 52 16 2
split_gain=3.25138e-05 6.42814e-05 6.60935e-05 5.55506e-05 6.978e-05 7.03446e-05
threshold=0.11893500000000001 0.24564500000000003 -0.43375999999999998 -0.088204999999999992 -0.0094449999999999968 0.097070000000000004
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00044555149473965222 -0.00033008879009068561 -6.7285247895484214e-05 0.00057419302961239269 8.5636361465582012e-05 0.00030669700680912681 -0.00056902329444687475
leaf_weight=0.0012039847479844946 0.0010048222809712687 0.0010674190904990718 0.0014651404008454178 0.0015413564626051367 0.0019667686382344582 0.001068493902111473
leaf_count=618 115 169 228 1265 467 259
internal_value=0 4.33307e-05 0.000303824 -7.07948e-05 2.77935e-05 -0.000182387
internal_weight=0 0.00831316 0.00253256 0.0057806 0.00457662 0.00260985
internal_count=3121 3006 397 2609 1991 1524
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.21823e-05 2.95687e-05 4.40907e-05 6.40155e-05 3.19495e-05
threshold=-0.13927999999999999 -0.084034999999999985 1.0000000180025095e-35 0.086260000000000017 -0.040439999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0078696111954704544 0.008559005406752921 -0.0024264594439958671 -0.020250359321220279 -0.019475644907298553 0.021860636134770326
leaf_weight=0.0015889999767737936 0.0019327779703377694 0.0010310253922903379 0.001506483520663821 0.0010780248466104102 0.0011411267870747614
leaf_count=303 843 213 1428 167 167
internal_value=0 -0.00187092 -0.00610892 0.000445756 0.0103326
internal_weight=0 0.00668944 0.00475666 0.00325018 0.00217215
internal_count=3121 2818 1975 547 380
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=8
num_cat=0
split_feature=48 150 1 48 13 47 3
split_gain=6.27532e-05 5.95623e-05 5.57117e-05 9.54455e-05 6.51341e-05 6.09648e-05 3.17789e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -0.084034999999999985 0.085770000000000027 -0.028564999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.000458602320529432 5.8446214626278551e-05 -0.00045968062397781079 0.00060106967375394486 0.00038843596695146477 -0.00070754060764909835 -2.3685789914391998e-05 -0.00024360989872975275
leaf_weight=0.001022082918306264 0.0014915666888415109 0.0012041370450189383 0.0010790810487438629 0.0011364857161048321 0.0011035263134985044 0.0013540166415208275 0.0011690195188610922
leaf_count=180 525 229 245 391 1238 141 172
internal_value=0 -5.55097e-05 1.08521e-05 -0.000109567 -0.000259928 0.000253394 -0.00046889
internal_weight=0 0.00853783 0.0073337 0.0049006 0.00376411 0.0024331 0.00227255
internal_count=3121 2941 2712 2326 1935 386 1410
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=8
num_cat=0
split_feature=48 150 1 48 16 47 13
split_gain=6.10034e-05 6.43013e-05 4.98104e-05 9.18434e-05 7.24541e-05 6.46489e-05 5.0341e-05
threshold=-0.032929999999999994 0.08882000000000001 0.111945 0.083985000000000018 -0.084119999999999986 0.085770000000000027 -0.067719999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6
right_child=1 -3 5 -5 6 -7 -8
leaf_value=0.00044906420483503071 -0.0006822385215674824 -0.00048158771743595213 0.00058708781605417695 0.00038385407104287329 0.00026998237856105451 -5.0149522407203553e-05 -0.00028344835113594411
leaf_weight=0.0010277418277579364 0.0010688329589462003 0.0011797163835214385 0.0011192484849457621 0.0011457371625677479 0.0010004305916383556 0.0013508430833971078 0.0017154596977160342
leaf_count=180 600 229 245 391 559 141 776
internal_value=0 -5.64473e-05 1.13241e-05 -0.000102536 -0.000249779 0.000238596 -7.95855e-05
internal_weight=0 0.00858027 0.00740055 0.00493046 0.00378472 0.00247009 0.00271589
internal_count=3121 2941 2712 2326 1935 386 1335
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=7
num_cat=0
split_feature=1 4 16 15 2 1
split_gain=1.37415e-05 2.34804e-05 3.84482e-05 3.35275e-05 5.02386e-05 1.84448e-05
threshold=0.11588000000000001 0.36766000000000004 -0.094359999999999986 -0.022504999999999997 0.096540000000000015 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.018152598798205338 0.016001186226584668 0.011118803022066408 0.014730515392309082 -0.022135104367926539 0.0075767510897117628 -0.0021357169061033869
leaf_weight=0.0015938828246152316 0.0010912017728581997 0.0010501102751251656 0.0011318340420756689 0.001068763241887758 0.0012172212106658963 0.0011534129171526897
leaf_count=452 191 112 699 1162 281 224
internal_value=0 -0.00247768 -0.00532658 0.000654773 -0.00631439 0.0066814
internal_weight=0 0.00606181 0.0050117 0.00341782 0.00228598 0.00224461
internal_count=3121 2706 2594 2142 1443 415
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 0
split_gain=3.07303e-05 3.91705e-05 3.68186e-05 5.65813e-05 7.03911e-05 8.31513e-05 7.32162e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 -0.18113999999999997 0.10803500000000001 0.084050000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00032149858173333677 0.00039862998899796876 0.00032558050790424086 -0.00047964856433651399 0.00046651853386972379 0.0004347597782345134 -0.00057346754658318586 -0.00018813466790767021
leaf_weight=0.0010244883503922947 0.0010179494333450662 0.0010557266032837033 0.0010734335311170249 0.0010794854159888105 0.001181793221444038 0.0010808705136985909 0.0016774967703589243
leaf_count=509 224 228 101 436 341 738 544
internal_value=0 3.87663e-05 -1.24762e-05 -7.10501e-05 1.63272e-05 -0.000112521 6.81922e-05
internal_weight=0 0.00816676 0.00714881 0.00609308 0.00501965 0.00383785 0.00275698
internal_count=3121 2612 2388 2160 2059 1718 980
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=7
num_cat=0
split_feature=1 12 2 12 49 4
split_gain=1.19432e-05 3.15661e-05 4.31004e-05 3.55598e-05 4.45011e-05 2.45421e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 0.085440000000000016 -0.006494999999999999 -0.046564999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.016817969757948581 0.0078603836603748298 -0.01747927397572651 -0.015365706666345517 0.020392939383127404 -0.001859765496249155 0.019212091448142607
leaf_weight=0.0010790247355882817 0.0015666245426517256 0.0010823153540233665 0.0011909428578450185 0.001175527821476779 0.0011121999017375706 0.0010987663729060827
leaf_count=542 279 414 306 991 277 312
internal_value=0 -0.00183285 0.00116096 0.00539908 0.000217963 0.00861215
internal_weight=0 0.00673878 0.00565646 0.00457744 0.00340191 0.00221097
internal_count=3121 2842 2428 1886 895 589
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=6
num_cat=0
split_feature=49 16 3 16 4
split_gain=1.30966e-05 2.67371e-05 5.16018e-05 6.09129e-05 4.04152e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 -0.083539999999999989 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0072688930492164523 -0.022113426042814095 0.012757411329371344 0.014035586063145823 -0.024777110148138368 0.0023402927664533295
leaf_weight=0.0019064720148611785 0.0013247191411098506 0.0010092019744919667 0.0018438328812318836 0.00105117823457085 0.0011518321752388345
leaf_count=425 188 300 820 699 689
internal_value=0 -0.00217678 -0.0049826 0.000625115 -0.0105989
internal_weight=0 0.00638076 0.00537156 0.00404684 0.00220301
internal_count=3121 2696 2396 2208 1388
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=6
num_cat=0
split_feature=3 16 47 1 3
split_gain=1.24497e-05 4.84404e-05 3.99929e-05 4.08265e-05 3.9507e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 0.094385000000000011 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.020848198847391943 -0.018379916418575344 -0.0066524123709548258 -0.017404382030911651 0.012846178953831078 0.0077009753508130155
leaf_weight=0.0011663147826203779 0.0013006715059942745 0.0014207246425524836 0.0013844308985985912 0.0019473780853590896 0.0010494083704145306
leaf_count=102 1754 306 303 573 83
internal_value=0 0.00574569 -0.00262299 0.00213885 -0.00673371
internal_weight=0 0.00258704 0.00568189 0.00429746 0.00235008
internal_count=3121 408 2713 2410 1837
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=7
num_cat=0
split_feature=0 160 1 0 2 1
split_gain=1.23664e-05 4.16958e-05 5.53316e-05 8.49203e-05 3.00303e-05 3.28547e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 0.10097500000000002 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2
right_child=4 2 3 -5 -6 -7
leaf_value=-0.019750912613803004 0.024500571005521853 -0.015326399270259134 -0.0093877199188373284 0.028079212059417054 -0.0094004696011311534 0.00068174690578701636
leaf_weight=0.001164214154972937 0.0010107700452108091 0.0012282305673121012 0.001127700814532593 0.001304995781653532 0.0010597963987074455 0.0013560025640306213
leaf_count=821 69 1291 114 322 311 193
internal_value=0 -0.00326663 0.00197555 0.010711 0.00458952 0.010854
internal_weight=0 0.00482514 0.00366093 0.0024327 0.00342657 0.00236677
internal_count=3121 2548 1727 436 573 262
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=8
num_cat=0
split_feature=159 15 49 15 52 2 2
split_gain=4.30881e-05 3.23077e-05 3.23609e-05 6.78176e-05 8.30553e-05 7.61424e-05 1.92039e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 -0.095869999999999983 -0.087769999999999987 0.10097500000000002 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00037958716197057852 0.00037289966604490493 0.00031697704398439428 -0.00041802624182029024 -0.00037579557538027267 0.00027189601589882592 -0.00014007173916674463 0.00065523759866852223
leaf_weight=0.0010421162877964725 0.00100561253912525 0.0010407109978066839 0.0015066456862649173 0.0012232494167151347 0.0010094097929652336 0.001344837745232464 0.0010003627589882432
leaf_count=509 224 228 313 511 869 250 217
internal_value=0 4.38972e-05 -2.53629e-06 -5.71868e-05 6.15712e-05 0.000221056 0.000462704
internal_weight=0 0.00813083 0.00712522 0.00608451 0.00457786 0.00335461 0.00200977
internal_count=3121 2612 2388 2160 1847 1336 1086
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=7
num_cat=0
split_feature=484 15 15 52 15 52
split_gain=1.20779e-05 2.24907e-05 3.82929e-05 4.96187e-05 2.29158e-05 1.86984e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.066844999999999988 0.040760000000000005 0.0046550000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.011394088646958782 0.010083085026082891 -0.0050358924595743891 -0.020948777781734151 0.024627453491913306 0.0070943140314692127 -0.0024090285576484692
leaf_weight=0.0017309631736612593 0.0010372627055819693 0.0010082568642168829 0.001029680059193954 0.0012795235499980118 0.0010049753111669103 0.0011533087095606483
leaf_count=393 394 391 320 417 1108 98
internal_value=0 -0.0014581 0.00168281 0.0115544 -0.00540134 -0.0111539
internal_weight=0 0.00720671 0.00547574 0.00228778 0.00318796 0.00218299
internal_count=3121 2727 2334 808 1526 418
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=6
num_cat=0
split_feature=3 16 1 2 52
split_gain=1.51076e-05 3.16306e-05 4.13641e-05 6.30982e-05 4.35753e-05
threshold=-0.13927999999999999 -0.36241499999999999 0.11323000000000001 0.10327000000000001 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00016259379003415538 -0.00029877267222192297 -0.00022128778666095437 0.00028760695386421422 -0.00049747620318589579 0.00025567557714820533
leaf_weight=0.0017222277269543602 0.0014667598234331921 0.0012439477684856666 0.0016346564738252021 0.0010437765801880601 0.0018050068848568983
leaf_count=303 310 463 260 348 1437
internal_value=0 -4.18559e-05 2.39394e-05 -8.13707e-05 6.10785e-05
internal_weight=0 0.00719415 0.00572739 0.00409273 0.00304895
internal_count=3121 2818 2508 2248 1900
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=7
num_cat=0
split_feature=159 15 52 16 0 2
split_gain=3.84718e-05 4.9624e-05 4.11403e-05 4.98335e-05 6.55097e-05 5.05404e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.12005499999999998 -0.094359999999999986 -0.15350499999999997 0.096015000000000017
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00035948694677122414 0.00044193688136787113 -0.00038263731160183013 -0.00051275113426496317 -1.3363893111682206e-05 9.6869726304180668e-05 0.00046842823308691208
leaf_weight=0.0010308525388984342 0.0010433883055483888 0.0010095573918440012 0.0011335735648010383 0.0018485361113317654 0.0016852460149815293 0.001529924574266657
leaf_count=509 224 507 105 1127 366 283
internal_value=0 4.22754e-05 -1.55866e-05 4.42072e-05 -0.000148286 0.000204814
internal_weight=0 0.00825023 0.00720684 0.00619728 0.00281882 0.00337846
internal_count=3121 2612 2388 1881 471 1410
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=7
num_cat=0
split_feature=52 52 15 15 0 4
split_gain=1.20694e-05 2.41388e-05 3.23175e-05 3.62324e-05 6.04308e-05 2.2446e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 -0.095869999999999983 -0.10474999999999998 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.012839678837512893 -0.0095102520613299987 0.014237598838455627 -0.021466408306006449 0.014880421155304111 -0.0011573630933744672 -0.022192140059626771
leaf_weight=0.0012900112416169684 0.0011505678667727047 0.0012350346304883467 0.0010422338930494383 0.0015119068506454737 0.001028869067924694 0.00100071346620887
leaf_count=235 501 562 225 249 570 779
internal_value=0 0.00152956 -0.00114248 -0.00507752 -0.000254395 -0.0115288
internal_weight=0 0.00710877 0.00587373 0.00458372 0.00354149 0.00202958
internal_count=3121 2620 2058 1823 1598 1349
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=7
num_cat=0
split_feature=159 15 49 15 52 2
split_gain=3.1362e-05 4.42836e-05 3.24902e-05 6.45677e-05 7.31679e-05 6.35447e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.095869999999999983 -0.087769999999999987 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.00032791609896041406 0.00042384784566869787 0.00030666636247219026 -0.00042663953989438639 -0.00036821242563831613 0.00042027772498697376 -0.0001386951258422572
leaf_weight=0.0010050189379552264 0.0010076189036244158 0.0010238795891646876 0.0014786315335286538 0.0011986813962090999 0.0019681134430889913 0.0012973256819368306
leaf_count=509 224 233 313 509 1083 250
internal_value=0 3.96371e-05 -1.59333e-05 -7.15141e-05 4.61126e-05 0.000198204
internal_weight=0 0.00797425 0.00696663 0.00594275 0.00446412 0.00326544
internal_count=3121 2612 2388 2155 1842 1333
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=7
num_cat=0
split_feature=0 0 2 150 16 13
split_gain=1.1682e-05 3.82452e-05 2.70258e-05 2.62762e-05 3.72756e-05 2.29728e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.10097500000000002 0.081835000000000019 -0.27167499999999994 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 5 4 -1 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.018971783351909344 0.021198733144522895 -0.02032645909008117 -0.0088076642420675099 0.014080393136365266 0.0053826488922694357 0.0014218684088876153
leaf_weight=0.0010244243473096022 0.0010747389889515522 0.0010247518029402568 0.0010617733997529029 0.0011480059898906075 0.0016258435001169126 0.0012951722394509702
leaf_count=181 194 1936 311 172 259 68
internal_value=0 -0.00318244 0.00445056 0.00144291 -0.00403122 0.0103905
internal_weight=0 0.00482303 0.00343168 0.00379827 0.00265027 0.00236991
internal_count=3121 2548 573 612 440 262
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 4
split_gain=1.19851e-05 3.149e-05 0.000100183 5.80866e-05 7.70892e-05 2.76369e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.035139999999999991 0.090900000000000009 0.056795000000000005
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0078239372046635582 0.020239216658654021 -0.032645253043187793 0.01036294366139821 -0.026155261711336905 0.018469239923631545 -0.0047126171614430036
leaf_weight=0.0015792137289785063 0.0013522390977720893 0.0011154662678548616 0.0010528101309655493 0.0010822996234703323 0.0010229198099283819 0.001034231331202457
leaf_count=303 1233 156 205 961 120 143
internal_value=0 -0.00186569 -0.0117626 0.00291183 -0.0045515 0.00681458
internal_weight=0 0.00665997 0.00216828 0.00449169 0.00313945 0.00205715
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 12
split_gain=1.38956e-05 3.14034e-05 3.62412e-05 3.08329e-05 6.22207e-05 3.95608e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015640474249624357 0.0085141004918934029 -0.017666676616334712 -0.0087276744190135005 -0.012711074034754211 0.028755144325836458 0.014362071364489252
leaf_weight=0.0010589366803959869 0.0015511253807503249 0.0010727188636249227 0.0012135537369882157 0.0011547500205217141 0.0011455442058104595 0.0010134373100891695
leaf_count=542 279 414 386 173 344 983
internal_value=0 -0.0019955 0.00101383 0.00490928 0.00990341 -5.67543e-05
internal_weight=0 0.00665894 0.00558622 0.00452729 0.00331373 0.00216819
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=6718
num_leaves=7
num_cat=0
split_feature=159 15 52 4 2 150
split_gain=4.08437e-05 3.85494e-05 4.17185e-05 5.34699e-05 5.68119e-05 2.43804e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 0.10097500000000002 0.085075000000000026
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00037467418318030862 0.00039339710821787067 -0.00029422787068888334 0.00050792622459778656 -0.00024041712749405444 -8.7131534061376248e-05 0.0001330141544399781
leaf_weight=0.001022436052193044 0.0010414503156511148 0.0015565821028967483 0.0015750316717181856 0.0019360581641229176 0.0010139653697274135 0.0010296503466453448
leaf_count=509 224 643 1053 382 169 141
internal_value=0 4.10735e-05 -1.05244e-05 6.89772e-05 0.000274875 -0.000110767
internal_weight=0 0.00815274 0.00711129 0.00555471 0.002589 0.00296571
internal_count=3121 2612 2388 1745 1222 523
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=7
num_cat=0
split_feature=2 13 52 2 52 52
split_gain=1.4105e-05 2.3834e-05 3.80758e-05 2.96636e-05 6.4047e-05 4.27017e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.087769999999999987 0.11704500000000001 0.089325000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010464349092975085 -0.021567980884610014 0.010461445522676825 -0.0015082804857136948 -0.01519607365541234 -0.015681465534740559 0.024810520752820187
leaf_weight=0.0011110422002994537 0.0010582416935467649 0.0013215727527708344 0.0011354023060413535 0.001072628302084233 0.0011595754436137195 0.0013488159159683261
leaf_count=199 605 205 380 281 602 849
internal_value=0 -0.00165297 -0.00442543 -0.000579096 0.00372372 0.0127816
internal_weight=0 0.00709624 0.00577466 0.00471642 0.00364379 0.00248422
internal_count=3121 2922 2717 2112 1831 1229
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=8
num_cat=0
split_feature=159 15 43 3 51 1 43
split_gain=2.69193e-05 4.00045e-05 3.24098e-05 0.000101566 4.41063e-05 5.02081e-05 4.10747e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.050459999999999998 -0.075944999999999985 0.080335000000000018 0.10708500000000001 0.05259500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.00030333084412434576 0.00040183140062085128 -0.00015982490185956699 -0.00034174511792996057 0.00062069989491510909 0.00023019030492667 -0.00058883696081114367 0.00019234336576185853
leaf_weight=0.0010041531834892566 0.0010108583509380485 0.0015927513565432007 0.0010744385074883019 0.0010726194639112765 0.0010419979240940081 0.0010395254598916273 0.0011420840880645594
leaf_count=509 224 804 710 259 199 120 296
internal_value=0 3.73254e-05 -1.55888e-05 0.00015428 -0.000120931 -0.000233296 -6.6551e-05
internal_weight=0 0.00797428 0.00696342 0.00266537 0.00429805 0.00325605 0.00221652
internal_count=3121 2612 2388 1063 1325 1126 1006
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=7
num_cat=0
split_feature=159 1 42 3 2 2
split_gain=4.05033e-05 4.09195e-05 4.03879e-05 6.82192e-05 6.3589e-05 5.10529e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036789004033402079 0.00050017733727553983 0.00035090459522144486 -0.00025500286969892453 -0.00014944897929721612 -0.00037985638582832695 0.00044342891918147898
leaf_weight=0.0010333794060070596 0.0011272984223564455 0.0013872580512233378 0.0019705540816294231 0.0010936768269586867 0.0013985579076160408 0.001140943004833908
leaf_count=509 235 237 1091 574 228 247
internal_value=0 4.42673e-05 -1.89303e-05 7.87896e-05 -5.19581e-05 0.00015326
internal_weight=0 0.00811829 0.00673103 0.00476048 0.00363318 0.00223462
internal_count=3121 2612 2375 1284 1049 821
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=7
num_cat=0
split_feature=50 3 16 0 43 3
split_gain=7.26468e-05 7.13477e-05 4.24421e-05 5.335e-05 7.12577e-05 3.15699e-05
threshold=0.077805000000000013 -0.13927999999999999 -0.36241499999999999 -0.053834999999999994 -0.072864999999999985 0.092670000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00043141389502287364 -0.00050005332212736675 -0.00032113981134682974 0.00060989401511037415 -0.00020437341227228593 -0.00023494289673169739 0.00023776338904219071
leaf_weight=0.0015789491085528642 0.0010124156348250363 0.0015106649706160338 0.0011062750884923245 0.0019557987356961012 0.0010995864619259333 0.0010734780531077882
leaf_count=255 615 310 674 268 892 107
internal_value=0 5.62103e-05 -3.16113e-05 5.19358e-05 0.000204799 -1.42943e-06
internal_weight=0 0.00832475 0.0067458 0.00523514 0.00327934 0.00217306
internal_count=3121 2506 2251 1941 1673 999
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=7
num_cat=0
split_feature=0 3 4 4 15 43
split_gain=1.23966e-05 3.07185e-05 5.98343e-05 2.88766e-05 2.56543e-05 2.35564e-05
threshold=-0.061629999999999997 0.090900000000000009 0.053180000000000012 0.056795000000000005 -0.03241999999999999 -0.053764999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.027193585717366183 0.017306849447655519 0.017709496231808321 0.0027151955887712836 -0.0059589171829624752 0.0099916572243878704 -0.010090446215854377
leaf_weight=0.0011833938961508684 0.0010821504517291363 0.0010325079926526461 0.0015384769951522301 0.001029396479880625 0.0010412474265298411 0.0013304296923390649
leaf_count=1869 242 120 408 140 106 236
internal_value=0 -0.00331377 -0.0102883 0.00589315 0.00454793 -0.00127372
internal_weight=0 0.00478378 0.00272187 0.0020619 0.00345383 0.00237168
internal_count=3121 2537 2277 260 584 342
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=7
num_cat=0
split_feature=52 0 15 3 2 4
split_gain=1.14626e-05 3.68914e-05 3.9078e-05 5.66057e-05 2.44747e-05 2.72025e-06
threshold=0.10744000000000002 0.11070500000000001 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.068329999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.0042122434697808714 0.0083012911258935479 -0.019247487443042499 0.0090002704341243245 -0.023037284203633476 0.015464397076986089 0.016357641740170143
leaf_weight=0.0016191371462198863 0.0013788573474612063 0.0010188655078121629 0.0010100238923381156 0.0011563547484394554 0.0010370106644051107 0.0010001537675263749
leaf_count=505 553 138 907 170 515 333
internal_value=0 -0.00169299 0.00137873 -0.00456989 0.00346989 0.0126609
internal_weight=0 0.00684155 0.00582268 0.0038125 0.00265615 0.00201018
internal_count=3121 2568 2430 1190 1020 1240
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=6
num_cat=0
split_feature=0 15 15 16 0
split_gain=1.37026e-05 3.35746e-05 2.91212e-05 3.93244e-05 5.16617e-05
threshold=0.056435000000000006 1.0000000180025095e-35 -0.037864999999999989 -0.056919999999999991 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0065537688596407411 0.0082863061886795392 -0.016888212350228773 0.014229215685998529 -0.019129615148649429 0.021173714832057589
leaf_weight=0.0019215551905245162 0.0016003061656039413 0.0012358017892677231 0.0013297359682966471 0.0010834215162934587 0.0010333176021270123
leaf_count=283 204 1187 413 622 412
internal_value=0 -0.00202747 0.0013937 -0.0028328 0.00314252
internal_weight=0 0.00660383 0.00536803 0.00403829 0.00295487
internal_count=3121 2917 1730 1317 695
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=8
num_cat=0
split_feature=159 15 1 12 48 15 2
split_gain=5.30415e-05 4.98819e-05 5.97369e-05 6.09254e-05 5.51173e-05 5.12237e-05 4.37786e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12500000000000003 0.092355000000000007 0.088875000000000023 -0.008624999999999999 0.091055000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0004223386948560977 0.00044357129229606357 -0.00040255819022952182 0.00043647926623426627 -0.00041143156653863959 0.000390461501893032 0.00038522329447426081 -0.00016911868695296942
leaf_weight=0.0010283767757538051 0.0010763665494193143 0.0012933667941686603 0.001000830913475889 0.0015876581251241034 0.0012251774226312573 0.0010253808136421426 0.0011758202073441724
leaf_count=509 224 520 107 685 259 666 151
internal_value=0 4.94897e-05 -8.55119e-06 -7.91667e-05 3.26027e-05 -9.28607e-05 8.91093e-05
internal_weight=0 0.0083846 0.00730823 0.0063074 0.00471975 0.00349457 0.0022012
internal_count=3121 2612 2388 2281 1596 1337 817
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=6
num_cat=0
split_feature=52 52 15 49 2
split_gain=1.16116e-05 2.33787e-05 2.82618e-05 3.13524e-05 4.21806e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 -0.043469999999999995 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011919340670240211 -0.0093337803253050015 0.014046462954689762 0.0061342704968234286 0.001308375666857031 -0.022870855970657897
leaf_weight=0.0012907852349722361 0.0011500477814873084 0.0012273596351387193 0.0016529756353088603 0.0014019824958562957 0.0014864307994445743
leaf_count=235 501 562 361 506 956
internal_value=0 0.00150202 -0.00113791 -0.00484914 -0.0111347
internal_weight=0 0.00705953 0.00583217 0.00454139 0.00288841
internal_count=3121 2620 2058 1823 1462
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=6
num_cat=0
split_feature=52 52 0 4 3
split_gain=1.27126e-05 2.94719e-05 3.22179e-05 3.58745e-05 4.35433e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.25615500000000008 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0075380701294890653 -0.016809332468174773 0.013354002399568705 0.017222968385207194 -0.019794764637474628 -0.0082959511214957624
leaf_weight=0.0017520091449646598 0.0011205046535743566 0.0015175687448558007 0.0011240707252968079 0.0010320880008600304 0.0016503448632189384
leaf_count=771 438 234 527 214 937
internal_value=0 -0.0020685 0.00103386 -0.00387791 0.00204319
internal_weight=0 0.00644458 0.00532407 0.0038065 0.00277442
internal_count=3121 2350 1912 1678 1464
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=6
num_cat=0
split_feature=1 0 42 48 1
split_gain=1.19026e-05 2.98486e-05 2.30096e-05 3.68956e-05 2.82429e-05
threshold=0.077565000000000009 0.10455500000000001 0.086375000000000021 0.087215000000000015 0.10727500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.018457032367584943 0.015532758376771642 0.004656554075047086 0.014064176763635217 -0.014727367344597507 -0.0032615813171338378
leaf_weight=0.0010553922350187892 0.0014020846508981876 0.001187214635236879 0.0013041326851925324 0.0013725173451706258 0.0018606341147366868
leaf_count=1571 477 65 532 217 259
internal_value=0 -0.00622092 0.00232981 -0.000971673 0.00481489
internal_weight=0 0.00224261 0.00593937 0.00463524 0.00326272
internal_count=3121 1636 1485 953 736
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.24607e-05 2.81053e-05 4.33172e-05 8.50812e-05 6.43838e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012798643616297407 0.0098097662110245305 -0.015920433988348939 0.0088745090221975746 0.028033603732824281 -0.021094265187368753
leaf_weight=0.0016072156358704704 0.0011152330268617222 0.0011429265328808764 0.0018539478441711873 0.0012815017582620187 0.001168811403164916
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00156545 0.00120995 0.00644077 -0.00271353
internal_weight=0 0.0070544 0.00591148 0.00430426 0.00302276
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=7
num_cat=0
split_feature=484 160 42 49 12 3
split_gain=2.97447e-05 5.29304e-05 7.05106e-05 5.05009e-05 6.01407e-05 0.00010392
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.092355000000000007 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00043559204461852518 0.00030723354578653442 -0.00046236203254533119 0.0003856947493110981 0.00046019920001301006 -0.00031496582137442746 -0.00032009805816281722
leaf_weight=0.0011603136064137973 0.001022071915892043 0.0010141754449813295 0.0016765033307961103 0.0017102112566104955 0.0016165948558412987 0.0010647415306339033
leaf_count=632 368 713 272 599 392 145
internal_value=0 -4.73977e-05 1.6202e-05 9.61862e-05 -1.43357e-05 0.000160801
internal_weight=0 0.00824254 0.00708223 0.00606805 0.00439155 0.00277495
internal_count=3121 2753 2121 1408 1136 744
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 12
split_gain=1.84876e-05 3.636e-05 4.46697e-05 3.35337e-05 4.20319e-05 2.17211e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.089885000000000007 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.00046574123457057367 -0.00022647129200905331 0.00036868873179235744 6.8543984392189966e-05 0.00037292487457745289 -0.00024843560202479929 -4.3109489447558373e-06
leaf_weight=0.0010687375300648615 0.0012276727677817288 0.0012002187130584002 0.0013764987356541182 0.0014944916115970245 0.0013683663404028025 0.0012007443378307286
leaf_count=306 630 267 270 239 401 1008
internal_value=0 3.25991e-05 -0.000164976 0.00012438 2.58348e-05 0.000182148
internal_weight=0 0.00770906 0.00244524 0.00526382 0.00376933 0.00240096
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.33564e-05 2.28811e-05 4.14964e-05 4.21979e-05 3.86054e-05
threshold=0.13524500000000003 0.083060000000000009 -0.061629999999999997 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0045415011987364352 0.0091775403811647418 -0.010850541405034463 -0.001743337176861767 -0.022607938878288329 0.022787233679587446
leaf_weight=0.0012552089701160082 0.0013232534742601424 0.001983532595173098 0.0012710194629436539 0.0010525512344568399 0.0012954255813365945
leaf_count=302 192 228 173 1938 288
internal_value=0 -0.00179571 0.0018891 -0.00784114 0.0106386
internal_weight=0 0.00685774 0.00487421 0.00230776 0.00256645
internal_count=3121 2929 2701 2240 461
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=7
num_cat=0
split_feature=39 12 4 52 3 52
split_gain=3.7655e-05 4.68718e-05 4.48286e-05 0.0001014 3.41152e-05 4.30772e-05
threshold=0.092870000000000022 0.079890000000000017 0.09173000000000002 0.083680000000000018 0.048265000000000009 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0004219043518301211 -0.00035970359210056216 -0.00070539998484221939 0.00011509902646926573 0.00012964483732749968 -0.00018389309532940181 0.00030799119958313059
leaf_weight=0.0015235445363158497 0.0010021805978157961 0.0011359292161612 0.0019014338707250941 0.0011009663738624858 0.001404163463072091 0.0013355985370899584
leaf_count=303 193 1236 214 802 199 174
internal_value=0 4.24001e-05 -0.00010625 -0.000294403 0.000186692 5.58941e-05
internal_weight=0 0.00840164 0.00413833 0.0022369 0.00426331 0.00273976
internal_count=3121 2928 2252 2038 676 373
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 12
split_gain=1.23543e-05 3.12944e-05 3.66468e-05 3.32169e-05 3.51435e-05 2.1612e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0044882730364646734 -0.0097595068402101977 0.018385616672802609 -0.021114724898625908 0.019176397303080017 -0.012595035005319026 -0.0014318392054713642
leaf_weight=0.0011237248409683965 0.0011234117017541578 0.0010936372145034952 0.0011125508781096509 0.0013792270922755121 0.0012474511453373005 0.001107649354713472
leaf_count=434 630 267 142 239 401 1008
internal_value=0 0.00153031 -0.00824926 0.00606014 0.000814654 0.00841382
internal_weight=0 0.00706424 0.00223628 0.00482796 0.00344874 0.00220129
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.33878e-05 3.15082e-05 3.31183e-05 3.62701e-05 4.1162e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010008399100662523 -0.010913705464576906 0.018745289588682778 0.0056637757042861912 0.013426017216619672 -0.019285865753052356
leaf_weight=0.0011519650835845122 0.0015593883422108023 0.0013570969429217454 0.0013865030910150357 0.001452369502934996 0.0012641563203691789
leaf_count=862 828 482 588 180 181
internal_value=0 0.00162298 0.0052034 0.000724351 -0.00623524
internal_weight=0 0.00701951 0.00546013 0.00410303 0.00265066
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=7
num_cat=0
split_feature=457 0 43 49 2 13
split_gain=1.35562e-05 2.34848e-05 3.65882e-05 5.94687e-05 2.68771e-05 2.07012e-05
threshold=0.045365000000000009 0.041630000000000007 -0.13868499999999997 -0.006494999999999999 0.11177500000000001 -0.020934999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.02128785912141266 0.010211932582750625 0.0089435957383890794 -0.02091426456913514 0.0024924274148260621 -0.0062539242316587938 0.022323191153729157
leaf_weight=0.0010775328220760938 0.0011183966639841982 0.0016153785350376581 0.001090432289020725 0.0010157515603776588 0.0011465624642094251 0.0010926563756345166
leaf_count=273 289 229 334 1055 341 600
internal_value=0 -0.00164015 -0.00479283 -0.000702545 0.00606849 0.0127695
internal_weight=0 0.00703831 0.00542294 0.0043454 0.00325497 0.00210841
internal_count=3121 2832 2603 2330 1996 1655
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=6
num_cat=0
split_feature=49 52 3 2 16
split_gain=1.3253e-05 2.61119e-05 6.13236e-05 8.02857e-05 5.7819e-05
threshold=-0.043469999999999995 0.10744000000000002 -0.13309499999999996 0.10613000000000002 0.064860000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0073854924620445524 -0.024826087981534836 0.011088348671503274 0.021736388397097496 -0.021573411639231405 -0.008160006491076113
leaf_weight=0.001865722300345019 0.0012256868733119754 0.0011945934019982028 0.0016682457772381389 0.0011286846854401864 0.0010566158818272236
leaf_count=425 223 504 1356 351 262
internal_value=0 -0.00221442 -0.00534312 0.000853776 0.0101435
internal_weight=0 0.00627383 0.00507923 0.00385355 0.00272486
internal_count=3121 2696 2192 1969 1618
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=7
num_cat=0
split_feature=2 2 4 13 1 16
split_gain=1.55385e-05 2.47717e-05 2.28861e-05 2.20155e-05 1.6454e-05 1.44463e-05
threshold=0.099185000000000009 -1.0000000180025095e-35 -0.0082299999999999995 -0.08971999999999998 0.10937500000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -4
right_child=3 2 5 4 -6 -7
leaf_value=0.009393142388093868 0.015615337327830284 -0.016921917050031349 -0.009289918012160784 -0.0094432190728627602 0.0078963801502093308 0.0076292056826718279
leaf_weight=0.0010939101210324003 0.0012587980091981156 0.0015551652621133951 0.0010034595389313242 0.0011212417602368965 0.001069039846856379 0.0010152548167684948
leaf_count=199 200 1431 245 524 195 327
internal_value=0 -0.00377429 -0.00780464 0.00507671 -0.00098005 -0.000780927
internal_weight=0 0.00466779 0.00357388 0.00344908 0.00219028 0.00201871
internal_count=3121 2202 2003 919 719 572
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=7
num_cat=0
split_feature=52 160 3 0 12 2
split_gain=1.92075e-05 2.83997e-05 4.82406e-05 7.95813e-05 5.42221e-05 4.38351e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 0.090840000000000018 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00031113976363575466 -0.00023016683796281737 -0.00031803809699674872 -0.00052551402148863166 0.00051755828049997936 0.0003201012236542139 -1.0043146583302695e-05
leaf_weight=0.0011879506264378548 0.0012441546221544303 0.0015671556687498894 0.001044573224147638 0.0011928039489841123 0.0010154600880512596 0.0016147542542917157
leaf_count=495 501 236 768 132 598 391
internal_value=0 3.25927e-05 -1.88313e-05 7.75004e-05 -6.53385e-05 -0.000212518
internal_weight=0 0.0076227 0.00643475 0.00486759 0.00367479 0.00265933
internal_count=3121 2620 2125 1889 1757 1159
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=7
num_cat=0
split_feature=484 42 15 51 1 1
split_gain=1.36842e-05 2.08926e-05 2.80673e-05 6.22241e-05 4.65989e-05 8.45212e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.013270000000000002 0.084745000000000015 0.11039500000000001 0.089770000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.014746635611260148 0.010754172093930413 -0.016258279590958741 0.01578595916448167 0.018176727056378232 -0.02168132509973443 0.022156432734003664
leaf_weight=0.0010301078654158125 0.0010301253643368912 0.0013058331947247066 0.0010199655816937698 0.0011374568018067089 0.0015757614308965617 0.0010202564893636184
leaf_count=806 394 471 666 252 257 275
internal_value=0 -0.00158042 0.000657905 -0.00240404 -0.00840369 0.000590967
internal_weight=0 0.00708938 0.00605927 0.00503931 0.00390185 0.00232609
internal_count=3121 2727 1921 1255 1003 746
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=7
num_cat=0
split_feature=15 151 16 1 16 3
split_gain=1.30602e-05 2.26396e-05 3.91858e-05 4.91114e-05 2.59298e-05 1.1246e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.094359999999999986 0.10723500000000001 0.16703000000000004 -0.012304999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
right_child=1 2 4 -5 -6 -7
leaf_value=0.0098612328832941611 0.011333697334053636 -0.030079281738970672 0.0015284251596059738 0.00063767289986739711 -0.0079172385162304976 0.015887184936804702
leaf_weight=0.0011491036330089355 0.0011257150689056557 0.0010707063060587962 0.0010499642811028632 0.0010129215557270164 0.0015515762864152312 0.0011352031002959868
leaf_count=253 454 400 1339 82 422 171
internal_value=0 -0.00164782 -0.00415856 -0.0151467 0.0019685 0.00898786
internal_weight=0 0.00694609 0.00582037 0.00208363 0.00373674 0.00218517
internal_count=3121 2868 2414 482 1932 1510
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=8
num_cat=0
split_feature=47 51 457 43 52 3 15
split_gain=6.47561e-05 4.03085e-05 6.24226e-05 5.76075e-05 4.13905e-05 4.77321e-05 7.87769e-05
threshold=0.11893500000000001 -0.076794999999999988 0.045365000000000009 -0.14968999999999996 0.08734500000000002 0.088060000000000013 -0.070929999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00030543628880893821 -0.00047189071695272298 0.00043546369006879754 0.00054866001515705342 -0.0001101631543780869 -0.00033587506120823029 -0.00027822541306294491 0.00058318886522730354
leaf_weight=0.0010505031099469694 0.0010102094953097799 0.0011142064446078631 0.0010462542394896086 0.0013903993757692023 0.0014586898133686745 0.0011443395187445537 0.0011520124004213692
leaf_count=506 115 211 225 453 714 134 763
internal_value=0 5.36978e-05 0.000105337 3.12389e-05 -5.62929e-05 5.43258e-05 0.000204007
internal_weight=0 0.0083564 0.0073059 0.00625965 0.00514544 0.00368675 0.00254241
internal_count=3121 3006 2500 2275 2064 1350 1216
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=7
num_cat=0
split_feature=15 16 52 16 43 15
split_gain=2.24685e-05 2.32632e-05 4.17152e-05 5.91243e-05 5.79675e-05 5.82493e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10744000000000002 0.22339500000000004 -0.086909999999999987 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00024403710976693034 -0.00026245974008504277 -0.00033972853531387902 0.00037553082758612718 -0.00046172251430421068 -7.0086169338278432e-05 0.00048551192685787023
leaf_weight=0.0012441433501611194 0.0014619143335187915 0.0010644049003527088 0.0010164875748317091 0.0011010141211853881 0.0015200919073509935 0.0013878639908496474
leaf_count=253 248 397 421 410 585 807
internal_value=0 -4.03423e-05 1.29786e-05 -5.96614e-05 5.17774e-05 0.000195081
internal_weight=0 0.00755178 0.00608986 0.00507337 0.00397236 0.00290796
internal_count=3121 2868 2620 2199 1789 1392
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=8
num_cat=0
split_feature=159 2 0 1 43 12 15
split_gain=5.03865e-05 4.84367e-05 6.74823e-05 0.000121787 7.73935e-05 5.97215e-05 0.000110561
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.15202999999999997 0.08864000000000001 0.05259500000000001 0.10345000000000001 -0.024814999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00041279407518799436 -0.00072414362253388513 -0.00013690757719024376 -0.00031006910952471222 0.00087770935214769052 0.00044569118302094493 0.0002575635883831639 0.00012146558165298294
leaf_weight=0.0010500782242735219 0.0012071504573669205 0.0017925012517602625 0.0010536471606106086 0.0010687614613853649 0.0010304128908221102 0.0010295858721361259 0.0011712225821366826
leaf_count=509 402 157 552 400 188 88 825
internal_value=0 4.29166e-05 0.000166864 0.00033957 6.35982e-05 -0.000136945 -0.000307726
internal_weight=0 0.00835328 0.00494532 0.00315282 0.00208406 0.00340796 0.00237837
internal_count=3121 2612 1297 1140 740 1315 1227
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=7
num_cat=0
split_feature=52 160 3 1 47 3
split_gain=2.12265e-05 3.83571e-05 5.4527e-05 6.73628e-05 4.53848e-05 4.75234e-05
threshold=0.14295500000000003 -0.027994999999999996 -0.13309499999999996 0.12456000000000002 0.077555000000000013 0.096675000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034785618955178612 -0.00027422393642099894 -0.000343923973586938 -0.00013193506351093015 0.00051314447077704494 -0.00040646148165230116 0.00037146173354036095
leaf_weight=0.001224594746120947 0.0010004772345077384 0.0016095184283911749 0.0017465618448334677 0.0010475253201609252 0.001002874033348946 0.0012279386204805502
leaf_count=547 386 242 1430 175 218 123
internal_value=0 2.90154e-05 -2.98369e-05 7.07679e-05 -4.57413e-05 7.58781e-05
internal_weight=0 0.00785901 0.00663442 0.0050249 0.00397737 0.0029745
internal_count=3121 2735 2188 1946 1771 1553
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=7
num_cat=0
split_feature=159 15 150 0 47 2
split_gain=3.03714e-05 5.29121e-05 3.01868e-05 7.47761e-05 6.57497e-05 9.59715e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.11756999999999999 0.092165000000000011 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00031733671212158629 0.00046142892995591257 -0.00047688248487598456 0.00021005347672976333 -0.0005657845665868258 0.00044512884211022729 0.00018615177934249558
leaf_weight=0.0010229459345713387 0.001007878144350027 0.0014194479706130716 0.0016741318956001771 0.0010917349389499358 0.0011382814387556756 0.0016223649369244461
leaf_count=509 224 231 390 1115 210 442
internal_value=0 4.15916e-05 -1.9328e-05 -9.21708e-05 4.958e-05 -0.000116311
internal_weight=0 0.00795384 0.00694596 0.00527183 0.00385238 0.0027141
internal_count=3121 2612 2388 1998 1767 1557
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=7
num_cat=0
split_feature=52 13 15 15 13 13
split_gain=1.30627e-05 2.49906e-05 2.69499e-05 4.74473e-05 3.82436e-05 4.56998e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.055554999999999993 -0.0039049999999999992 0.086705000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.015830009265969867 -0.0099687609879562013 0.012782915627642539 -0.017899528976247726 0.01871375867825199 -0.019027802383391787 0.010317468403443535
leaf_weight=0.0010477252742077019 0.0011371806112929509 0.0011584410927397591 0.0016590107238612897 0.0010380293899089487 0.0010873697226638729 0.0010365896769440467
leaf_count=148 501 224 693 998 362 195
internal_value=0 0.00158363 -0.000912644 -0.00420356 0.00298235 -0.00470596
internal_weight=0 0.00702717 0.00597944 0.004821 0.00316199 0.00212396
internal_count=3121 2620 2472 2248 1555 557
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=6
num_cat=0
split_feature=2 3 52 4 12
split_gain=1.179e-05 2.12994e-05 2.08494e-05 3.83215e-05 1.36781e-05
threshold=0.099185000000000009 0.11924500000000002 -0.087769999999999987 -0.0016099999999999997 0.090840000000000018
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.016036263734026064 0.011147956387820398 -0.0047133923414803972 0.012530312864750905 -0.015703853441368109 0.00017134811221163613
leaf_weight=0.001007893327139743 0.0019900751057260568 0.0014734579292611399 0.0014949399085326283 0.0011572621826493224 0.0010220599515544763
leaf_count=419 734 185 1312 319 152
internal_value=0 0.00440021 -0.0032953 0.000199691 -0.00825869
internal_weight=0 0.00346353 0.00468216 0.00367426 0.00217932
internal_count=3121 919 2202 1783 471
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 16
split_gain=1.79488e-05 5.01531e-05 7.40051e-05 4.33933e-05 7.46358e-05 1.16725e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.0051600000000000005 -0.082179999999999989
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.0002170668539461863 -0.00028252538291590211 0.00049297010348938537 9.4495135033684086e-05 -0.00064988098341816865 1.5465062828392491e-05 -0.00019548415083593969
leaf_weight=0.0011402841647028721 0.0011653952009412489 0.0016612487760111162 0.0010113723469047579 0.0010468476342548995 0.0017022018233173557 0.001129955193353873
leaf_count=174 165 488 154 1845 159 136
internal_value=0 7.33446e-05 0.00018241 -0.000104512 -0.000237901 -5.85238e-05
internal_weight=0 0.00496797 0.00380258 0.00388933 0.00274905 0.00214133
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=6
num_cat=0
split_feature=49 16 3 1 3
split_gain=1.16933e-05 2.89456e-05 4.93831e-05 6.0655e-05 7.94276e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.095285000000000022 0.11296500000000002
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0069371670270501166 -0.021882385177486946 0.013453051984508982 -0.013028051903714859 0.032228922416841228 -0.0061607302229935434
leaf_weight=0.0018613227934875338 0.0013102933619115733 0.0010067826346693044 0.0018053969292359238 0.0010124925320923002 0.001152310415227877
leaf_count=425 188 300 1746 310 152
internal_value=0 -0.00208618 -0.0050489 0.000506691 0.0117944
internal_weight=0 0.00628728 0.00528049 0.0039702 0.0021648
internal_count=3121 2696 2396 2208 462
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 4
split_gain=1.15359e-05 2.99591e-05 0.000106093 4.40185e-05 7.10677e-05 2.0983e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.035139999999999991 0.090900000000000009 0.056795000000000005
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0077340635711098784 0.018077452240951981 -0.033341893533476739 0.011143260281948215 -0.024729073566588707 0.017351007631451251 -0.0029117472462759837
leaf_weight=0.0015517029025594849 0.0013283649072271474 0.0010944713210949688 0.0010508678792765331 0.0010570953416005175 0.0010208895452712106 0.0010233513341065207
leaf_count=303 1233 156 205 961 120 143
internal_value=0 -0.00185177 -0.0115514 0.00284583 -0.00367818 0.00720743
internal_weight=0 0.00657504 0.00214534 0.0044297 0.00310134 0.00204424
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=1.86081e-05 2.61513e-05 2.89e-05 6.71431e-05 4.47671e-05 3.97123e-05
threshold=0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.087170000000000011 0.084050000000000014 -0.018314999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00031071862409936282 -0.00022503974597315416 0.00059885057155120703 -0.00029061681759478484 -0.00035879469433542331 -9.3095770549661094e-05 0.00010172925851783652
leaf_weight=0.001124608929165387 0.0012313835922206119 0.0011565757223162209 0.001179941791651401 0.0011947624476931805 0.0015300183145677223 0.0013262917872911173
leaf_count=148 501 428 136 230 936 742
internal_value=0 3.50033e-05 -1.35395e-05 4.92403e-05 0.000170725 0.0003333
internal_weight=0 0.0075122 0.00638759 0.00520765 0.00401289 0.00248287
internal_count=3121 2620 2472 2336 2106 1170
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=7
num_cat=0
split_feature=52 13 15 15 13 0
split_gain=1.26988e-05 2.04223e-05 2.53599e-05 4.28094e-05 3.31308e-05 3.62301e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.055554999999999993 -0.0039049999999999992 -0.019414999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.014478220805061609 -0.009793283055065799 0.012670640584937996 -0.016983191513284143 0.017662373647306003 -0.017147539406038911 0.0090645341033326905
leaf_weight=0.0010436290243528139 0.0011428530659222677 0.0011455499869311488 0.001641109499050658 0.0010286767549021209 0.0010697057944816586 0.0010399551318044905
leaf_count=148 501 224 693 998 395 162
internal_value=0 0.0015794 -0.000692602 -0.00389554 0.0029483 -0.00422633
internal_weight=0 0.00696863 0.005925 0.00477945 0.00313834 0.00210966
internal_count=3121 2620 2472 2248 1555 557
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=7
num_cat=0
split_feature=42 49 1 2 4 12
split_gain=1.27651e-05 2.47699e-05 3.41287e-05 3.37657e-05 3.10923e-05 1.9859e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 0.090545000000000014 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019984027345440747 -0.010012107388732594 0.017045867460188793 0.018872027634881237 0.0048085223381075792 -0.012465474189504694 -0.0020406273101889957
leaf_weight=0.0010677645404990768 0.0011043032381670183 0.0010790456291918879 0.0013781648611181389 0.0011313957112868472 0.0012328620756286521 0.0011017304245731789
leaf_count=324 630 267 239 252 401 1008
internal_value=0 0.0015574 0.00558988 -0.00722907 0.000227569 0.00740335
internal_weight=0 0.00699096 0.0047918 0.00219916 0.00341364 0.00218078
internal_count=3121 2491 1915 576 1676 1275
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=1.38136e-05 2.39319e-05 2.5322e-05 3.59853e-05 5.00836e-05 3.69444e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10855000000000002 -0.028889999999999996 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010488742022240375 0.0095624262116039277 0.011626231041395711 -0.017319957434512128 0.013385755520027943 -0.002064943763307351 -0.028316457793903866
leaf_weight=0.0010834206320670722 0.0012561403992280007 0.0011377470229046024 0.001179111027330081 0.0012777504510930633 0.0010414172380843031 0.0011048250565755459
leaf_count=199 682 259 191 377 1269 144
internal_value=0 -0.0016456 -0.00422272 -0.000923007 -0.0062966 -0.0155785
internal_weight=0 0.00699699 0.00585924 0.00468013 0.00340238 0.00214624
internal_count=3121 2922 2663 2472 2095 1413
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=7
num_cat=0
split_feature=159 15 52 4 43 0
split_gain=4.82312e-05 3.8749e-05 5.15733e-05 3.92486e-05 5.22035e-05 2.67913e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 -1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00039334341764507992 0.00040762159511041173 -0.00031458748816665577 -7.8377427658647534e-05 -0.00022053400252892001 0.00049041178812091332 0.00016057208203451188
leaf_weight=0.001058669348174235 0.0010268423359188691 0.0015616787850475317 0.00102821262815858 0.001750038386536059 0.0015640684180953336 0.0011923981898235045
leaf_count=509 224 643 848 197 374 326
internal_value=0 5.16112e-05 9.68396e-08 8.88883e-05 0.000264805 -6.60939e-05
internal_weight=0 0.00812324 0.0070964 0.00553472 0.00259228 0.00294244
internal_count=3121 2612 2388 1745 1222 523
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=8
num_cat=0
split_feature=159 15 52 42 0 15 16
split_gain=3.11826e-05 4.0551e-05 6.14127e-05 4.16861e-05 3.7822e-05 5.38538e-05 3.69865e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.10925999999999998 0.075730000000000006 -0.18113999999999997 -0.020484999999999996 0.0057500000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00031066477748202548 0.00040970014485612187 -0.00043743771303644976 -0.000118641430957906 -0.00017541301888657297 0.00064487354981609024 -0.00016510896327571095 0.00036647268281248885
leaf_weight=0.0010488601141603578 0.0010426073546441839 0.0010702143444995997 0.0011960037282569861 0.0018383877438627114 0.0010813393841508307 0.0010001796830975598 0.0010128045755871083
leaf_count=509 224 537 106 837 309 533 66
internal_value=0 4.82902e-05 -4.05215e-06 7.16269e-05 0.000177483 0.000291939 0.000102349
internal_weight=0 0.00824154 0.00719893 0.00612872 0.00429033 0.00309432 0.00201298
internal_count=3121 2612 2388 1851 1014 908 599
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=6
num_cat=0
split_feature=52 52 4 0 2
split_gain=1.24396e-05 1.76996e-05 3.12269e-05 2.5884e-05 7.02728e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.10151999999999999 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.014509772920143131 -0.0097044637065809361 0.012581559265640536 0.021821279696993743 -0.0072002279664608697 -0.0096731245060872242
leaf_weight=0.0012800794271418123 0.0011381203534269651 0.0012071617252292525 0.0017080976540149884 0.0015593523308964734 0.0012105806655641977
leaf_count=666 501 562 244 973 175
internal_value=0 0.001572 -0.000736105 0.0032012 0.00875834
internal_weight=0 0.00696527 0.00575811 0.00447803 0.00291868
internal_count=3121 2620 2058 1392 419
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=7
num_cat=0
split_feature=0 160 1 0 2 15
split_gain=1.22073e-05 3.75229e-05 4.93049e-05 6.91018e-05 3.2889e-05 2.55614e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2
right_child=4 2 3 -5 -6 -7
leaf_value=-0.018997292703920164 0.00058455543317511639 -0.014755428856141515 -0.0082758231892176553 0.025905146625429198 -0.010174368210479675 0.02158717421114479
leaf_weight=0.0011500976786075557 0.0011433916415710087 0.0012006572095020294 0.0011000684894639772 0.0012792357170344389 0.0010400229906914246 0.0011749554826240459
leaf_count=821 121 1291 114 322 311 141
internal_value=0 -0.00328329 0.00176499 0.0101016 0.00460067 0.0112288
internal_weight=0 0.00473006 0.00357996 0.0023793 0.00335837 0.00231835
internal_count=3121 2548 1727 436 573 262
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=7
num_cat=0
split_feature=484 15 15 0 3 52
split_gain=1.29048e-05 2.09634e-05 4.15261e-05 3.23768e-05 2.38646e-05 2.5388e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.10836499999999999 0.10542000000000001 0.0046550000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.011257137252465098 0.010459654687943177 -1.2658487109920779e-05 -0.022575342632047926 0.024125451346068055 0.0065329601220122883 -0.00053951883425510164
leaf_weight=0.0016867466260826096 0.0010277678223055507 0.0011185352697260344 0.0010926631333955227 0.0011042893121501148 0.0010343245452177695 0.0010025773338412682
leaf_count=393 394 174 726 634 81 719
internal_value=0 -0.00153592 0.00152761 0.011979 -0.00589569 -0.0120312
internal_weight=0 0.00703914 0.00535239 0.00222282 0.00312957 0.00209524
internal_count=3121 2727 2334 808 1526 1445
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=7
num_cat=0
split_feature=159 15 15 52 2 3
split_gain=3.4561e-05 4.00228e-05 4.21971e-05 4.57617e-05 5.17743e-05 5.96229e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.095869999999999983 -0.088204999999999992 0.10097500000000002 -0.011549999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.00034438742263844641 0.00033856527077576171 -0.00036582013781350409 -0.00024760762311642364 6.5710953023261808e-05 -0.00012859083675982168 0.0006946151340480964
leaf_weight=0.0010001578176269841 0.0014351860828046258 0.0011394045740853419 0.0014358948177449898 0.0013150803813168311 0.0014463796011824934 0.0010362528694075062
leaf_count=509 321 238 588 1091 284 90
internal_value=0 4.2746e-05 -2.38717e-05 5.05736e-05 0.000163314 0.000342874
internal_weight=0 0.0078082 0.00637301 0.00523361 0.00379771 0.00235133
internal_count=3121 2612 2291 2053 1465 1181
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=6
num_cat=0
split_feature=49 42 52 3 13
split_gain=1.31467e-05 2.44443e-05 2.81586e-05 3.88786e-05 4.68099e-05
threshold=-0.043469999999999995 0.088915000000000008 0.10347000000000002 0.11296500000000002 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0073969407967443487 0.013539364042338986 -0.015791116900163216 0.014732421813740994 -0.018423060389527492 -0.012812252173552603
leaf_weight=0.0018482554193659526 0.0017107589445337474 0.0010922958989646606 0.001116275168693716 0.0011855343798079431 0.0011124363708860129
leaf_count=425 1116 802 301 135 342
internal_value=0 -0.00220908 0.000685665 -0.00322581 0.00315592
internal_weight=0 0.0062173 0.005125 0.00400873 0.0028232
internal_count=3121 2696 1894 1593 1458
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=8
num_cat=0
split_feature=159 15 150 15 47 4 12
split_gain=5.51572e-05 6.64927e-05 3.41023e-05 5.39605e-05 5.95895e-05 4.77048e-05 2.51101e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.016799999999999995 0.10783500000000001 -0.35136499999999998 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7
right_child=1 2 -4 5 -6 6 -8
leaf_value=-0.00041937611021540381 0.00052054944322597581 -0.00064287504387832166 0.00023279555140714883 -0.00025801401267478753 9.4084865857808523e-06 0.00047208291132300341 4.0842229382251684e-05
leaf_weight=0.0010423912067541738 0.0010482462813734906 0.0011064468896595583 0.0016997271482568129 0.0010760537441839818 0.0010489426843464413 0.0010108497302094453 0.0010671582742405547
leaf_count=509 224 582 390 157 137 124 998
internal_value=0 5.99531e-05 -8.9306e-06 -8.6315e-05 -0.000325435 7.7092e-05 0.00025062
internal_weight=0 0.00805742 0.00700918 0.00530945 0.00215539 0.00315406 0.00207801
internal_count=3121 2612 2388 1998 719 1279 1122
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=7
num_cat=0
split_feature=52 13 15 15 13 1
split_gain=1.51609e-05 1.78126e-05 2.82307e-05 4.39075e-05 2.56556e-05 3.57664e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.055554999999999993 -0.0039049999999999992 0.087135000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.013856962411089935 -0.010732032798426445 0.013665610765216869 -0.017076169599184132 0.016153621078327574 0.0097815625292694604 -0.016340487216835193
leaf_weight=0.0010337561316338473 0.0011323335065689492 0.001152774002415701 0.0016308222113766025 0.0010230856035522602 0.0010577612860300221 0.0010390310967493279
leaf_count=148 501 224 693 998 295 262
internal_value=0 0.00174777 -0.000372664 -0.0037791 0.00317154 -0.00316279
internal_weight=0 0.00693723 0.00590347 0.0047507 0.00311988 0.00209679
internal_count=3121 2620 2472 2248 1555 557
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=7
num_cat=0
split_feature=159 1 13 2 0 150
split_gain=3.28265e-05 3.87868e-05 4.9408e-05 8.60708e-05 3.4303e-05 3.23352e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 0.076925000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00033489876388707727 -0.00064222471513824815 0.00036342292737752586 -0.00021333037783375676 8.30242246010322e-05 0.00033741283678770314 0.00023953185798224601
leaf_weight=0.0010197375591157075 0.0011160634899508156 0.0012007371589389257 0.0014930353553044974 0.0014419895060054982 0.0016057842218119484 0.0010205177698782439
leaf_count=509 897 216 717 297 368 117
internal_value=0 3.89789e-05 -1.9363e-05 -0.000233398 0.00011355 -2.94656e-05
internal_weight=0 0.00787813 0.00667739 0.00255805 0.00411934 0.00251355
internal_count=3121 2612 2396 1194 1202 834
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=7
num_cat=0
split_feature=159 15 52 150 0 2
split_gain=3.29707e-05 5.50657e-05 3.34216e-05 4.557e-05 6.23467e-05 3.88682e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 0.082565000000000013 -0.11756999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00032863763491289532 0.00046450711648493955 -0.00027417742360870607 -0.00040565693015129969 0.00036271570769428365 -0.00013513565748562344 0.00032300151040335332
leaf_weight=0.00103842669902894 0.0010365969805503344 0.0015467322034033986 0.0013026991188198516 0.0013655965425817262 0.0013214046166862971 0.00154373498161873
leaf_count=509 224 643 185 307 1007 246
internal_value=0 4.2426e-05 -1.93703e-05 5.18546e-05 -4.99993e-05 0.000111708
internal_weight=0 0.00811676 0.00708017 0.00553344 0.00416784 0.00286514
internal_count=3121 2612 2388 1745 1438 1253
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=8
num_cat=0
split_feature=4 3 151 43 43 15 13
split_gain=3.7669e-05 5.33203e-05 3.7351e-05 4.18034e-05 5.803e-05 8.14184e-05 3.05768e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.016164999999999995 0.070450000000000013 -0.074359999999999996 -0.074054999999999996 -0.0013449999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.00025706449573322416 -7.7289042868663329e-05 0.00055680168686768035 0.00025974099747162949 0.00018768258928022601 -1.218807740914834e-05 -0.00075011309892548202 -0.00019794669743965234
leaf_weight=0.0011492016007233416 0.0010301766173291538 0.0010094652355514188 0.0010193079708685833 0.0012556920692072208 0.0010100136828069233 0.0013342471228566602 0.0012486605954152069
leaf_count=456 83 269 547 268 204 1025 269
internal_value=0 0.000236537 -6.61907e-05 -0.000129498 -0.000215852 -0.000432182 7.75488e-06
internal_weight=0 0.00203964 0.00701712 0.00586792 0.00461223 0.00234426 0.00226797
internal_count=3121 352 2769 2313 2045 1229 816
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=7
num_cat=0
split_feature=4 52 0 0 1 3
split_gain=1.43929e-05 3.31046e-05 2.88249e-05 2.82143e-05 4.54188e-05 1.84254e-05
threshold=0.0061450000000000003 -0.049749999999999996 -0.060129999999999996 -0.15202999999999997 0.11588000000000001 -0.10023499999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -4
right_child=1 3 5 4 -6 -7
leaf_value=-0.014809716560854464 0.018672858912589171 0.011385734595082721 0.011869117985944456 -0.022062876360923793 0.0072614742158785385 -0.0067503488877446857
leaf_weight=0.0015826461999373194 0.0011241689826130045 0.001150168589863144 0.0011165422985131999 0.0011069739770672821 0.0010101571101864728 0.0010142656109276866
leaf_count=1843 218 149 154 330 190 237
internal_value=0 0.00387095 -0.00458679 -0.00122189 -0.00807121 0.00300624
internal_weight=0 0.00439147 0.00371345 0.0032673 0.00211713 0.00213081
internal_count=3121 887 2234 669 520 391
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=5
num_cat=0
split_feature=49 12 3 2
split_gain=1.39394e-05 2.21196e-05 5.5688e-05 3.73309e-05
threshold=-0.043469999999999995 0.051320000000000005 0.095270000000000007 0.083995000000000014
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0076118704173123667 0.016362889744415736 -0.020885192242332897 -0.010129032908897039 0.0013900633137337364
leaf_weight=0.0018527568817533679 0.0016439294141350467 0.0013356138177616802 0.0015337984354411348 0.0017228272551033236
leaf_count=425 363 645 227 1461
internal_value=0 -0.0022668 0.003576 -0.00833749
internal_weight=0 0.00623617 0.00317773 0.00305844
internal_count=3121 2696 590 2106
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=7
num_cat=0
split_feature=159 1 42 3 150 2
split_gain=5.26051e-05 3.25142e-05 7.10857e-05 8.16293e-05 6.3955e-05 5.03881e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.076925000000000007 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00041573964011760187 0.00057168648933501149 0.0003161954666414242 -0.00031955251262359051 -0.00049209164059897692 0.00037771809626910069 5.379700829924359e-05
leaf_weight=0.0010575770032037355 0.0011688515879303622 0.0014423659715312453 0.0019946128844627207 0.0011644538113498026 0.001087962121249164 0.001471765887380841
leaf_count=509 235 237 1091 632 157 260
internal_value=0 4.84998e-05 -7.55923e-06 0.000119623 -2.22595e-05 -0.000187329
internal_weight=0 0.00833001 0.00688765 0.00489303 0.00372418 0.00263622
internal_count=3121 2612 2375 1284 1049 892
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=8
num_cat=0
split_feature=159 15 150 15 4 0 16
split_gain=3.22054e-05 5.45939e-05 4.09935e-05 5.89151e-05 7.26548e-05 6.65774e-05 5.50851e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.016799999999999995 -0.39518999999999993 -0.10474999999999998 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.00032615058032358231 0.00046218171443823208 -0.00068817742721382432 0.00024427634725807861 -0.000367476631088125 -5.3694143659834738e-05 6.7530543759822939e-06 0.00057689356146066212
leaf_weight=0.0010386892089384566 0.0010300729087842544 0.0011183132427920576 0.0016903393864830312 0.0010173104295721513 0.0010394700320452762 0.0010075900715316329 0.0010922434039886419
leaf_count=509 224 165 390 151 898 554 230
internal_value=0 4.08556e-05 -2.14531e-05 -0.000106606 6.36568e-05 -0.000358809 0.000269405
internal_weight=0 0.00799534 0.00696527 0.00527493 0.00314902 0.0021259 0.00213171
internal_count=3121 2612 2388 1998 1279 719 1128
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=6
num_cat=0
split_feature=1 4 47 150 0
split_gain=1.51702e-05 2.59927e-05 3.95929e-05 4.80383e-05 2.51556e-05
threshold=0.077565000000000009 -0.040589999999999994 0.086380000000000012 0.087170000000000011 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.018344831092745283 -0.01202651946544033 0.023329157854596945 -0.0064376092487271296 -0.0015657805854532563 0.0029470859153507764
leaf_weight=0.001044860992397389 0.0010014418901495379 0.001758697368017027 0.001741591384153144 0.0013859425819753141 0.0011832862505346724
leaf_count=1571 585 439 251 210 65
internal_value=0 0.00265016 0.00565818 0.0123572 -0.00703748
internal_weight=0 0.00588767 0.00488623 0.00314464 0.00222815
internal_count=3121 1485 900 649 1636
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=6
num_cat=0
split_feature=147 52 0 1 16
split_gain=1.42422e-05 3.39709e-05 2.67691e-05 4.69983e-05 7.08586e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 0.11181500000000001 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015297567249381841 0.010596886542427028 -0.018363452386694047 0.011454412742735696 -0.016583020066011752 0.018661593014194785
leaf_weight=0.001016429597401372 0.0010952255783134536 0.0010378873876809172 0.0017939025958758461 0.0016041462965362407 0.001553602560909311
leaf_count=322 183 496 279 284 1557
internal_value=0 -0.00166556 0.00123831 -0.00315219 0.00523098
internal_weight=0 0.00700597 0.00596808 0.00417418 0.00257003
internal_count=3121 2938 2442 2163 1879
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 16
split_gain=2.34922e-05 4.92891e-05 7.4498e-05 4.78868e-05 7.84628e-05 1.23149e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 -0.13309499999999996 0.083060000000000009 -0.076669999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.00022763904176864564 -0.00026656658668442265 -0.0006752299153076559 -5.2506790361452485e-06 0.00051442180339922056 9.8238931767994958e-05 -0.00020183597705720745
leaf_weight=0.001118495135746939 0.0011323815887112898 0.0010341866338611926 0.0016660146052646495 0.0016447272934789672 0.0010155990176630011 0.0010902941455507437
leaf_count=174 165 1845 159 488 162 128
internal_value=0 -0.000118482 -0.000261855 8.68194e-05 0.000193513 -5.71203e-05
internal_weight=0 0.0038187 0.0027002 0.004883 0.00375062 0.00210589
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=8
num_cat=0
split_feature=159 2 16 151 15 12 15
split_gain=4.04685e-05 3.9306e-05 6.28908e-05 9.40001e-05 5.10884e-05 4.05587e-05 9.24265e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.071345000000000006 -0.0083949999999999979 -0.074054999999999996 0.10266500000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0004705131530374662 -0.00074187270827291338 -0.00025282713570911307 -0.00027423551951626302 0.00074112950163293309 0.00014071734195194896 0.00010200826428133879 4.9765243097628496e-05
leaf_weight=0.0010413943480193409 0.0012093456677041395 0.0011370460367168844 0.0015500311913242298 0.0010959397399161433 0.0010835604889092763 0.0010062540858012028 0.0010675834915277725
leaf_count=509 425 234 376 337 350 95 795
internal_value=0 -6.0032e-05 5.18145e-05 0.000204198 0.000442629 -0.000225819 -0.000370698
internal_weight=0 0.00814976 0.00486658 0.00331655 0.0021795 0.00328318 0.00227693
internal_count=3121 2612 1297 921 687 1315 1220
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=6
num_cat=0
split_feature=1 4 47 150 0
split_gain=1.57615e-05 2.29715e-05 2.45652e-05 5.19137e-05 2.00582e-05
threshold=0.077565000000000009 -0.0092149999999999992 0.086380000000000012 0.087170000000000011 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.017397149677783427 -0.0093519046181746394 0.023562356776217295 -0.0036691149198250735 -0.0032338382256326959 0.0016206107175704418
leaf_weight=0.0010415384590022842 0.0012621335314278656 0.0015982225670409327 0.0017044246775772993 0.001320239913593996 0.0011862201341827142
leaf_count=1571 749 365 208 163 65
internal_value=0 0.00260515 0.00586965 0.0114404 -0.00727072
internal_weight=0 0.00588502 0.00462289 0.00291846 0.00222776
internal_count=3121 1485 736 528 1636
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.42382e-05 3.47467e-05 6.6396e-05 4.26446e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.022910526930322025 0.008588447857144672 -0.013319568376773889 0.0073367378495562538 -0.015011868164475688
leaf_weight=0.0011939902275489495 0.0015312074183771616 0.0019483854183010452 0.0016157293975785506 0.0018106144210233411
leaf_count=160 279 1443 488 751
internal_value=0 -0.00211963 0.00260337 -0.00447314
internal_weight=0 0.00656872 0.00462033 0.00342634
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 12
split_gain=1.15444e-05 3.20426e-05 3.18535e-05 2.81019e-05 6.2424e-05 3.67768e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014632001011031527 0.0077353308474796796 -0.017965022128256194 -0.0083348493495625179 -0.012613130842361054 0.028744043620796862 0.013557182125623691
leaf_weight=0.0010397091334184557 0.0015301343163471193 0.0010450844893935048 0.0011937359607690871 0.0011467886087911099 0.0011196426823727769 0.0010098183490668473
leaf_count=542 279 414 386 173 344 983
internal_value=0 -0.00191141 0.00113366 0.00480072 0.0095868 -0.000359038
internal_weight=0 0.00655478 0.00550969 0.00446999 0.00327625 0.00215661
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=7
num_cat=0
split_feature=2 47 52 15 4 16
split_gain=1.2563e-05 2.33336e-05 2.69033e-05 4.36945e-05 4.66685e-05 1.37912e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.085984999999999992 -0.095869999999999983 -0.011209999999999999 0.061255000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0099297042448099476 -0.018759612667618539 0.0097951842033515719 -0.017427854362019164 -0.012959284156698461 0.019836304266439508 0.0036251671969322616
leaf_weight=0.0010858693255274719 0.0010757392031137186 0.0014225075551482814 0.0012053981508252888 0.0010018582553366984 0.001270458179192949 0.001003821315229976
leaf_count=199 608 243 356 1119 500 96
internal_value=0 -0.00163291 -0.00455819 -0.00114931 0.0048401 -0.00465894
internal_weight=0 0.00697978 0.00555728 0.00448154 0.00327614 0.00200568
internal_count=3121 2922 2679 2071 1715 1215
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=7
num_cat=0
split_feature=159 49 52 42 2 15
split_gain=3.72418e-05 3.10381e-05 4.005e-05 3.69122e-05 5.86729e-05 8.18156e-05
threshold=-1.0000000180025095e-35 -0.08130999999999998 -0.092399999999999982 0.084050000000000014 0.10613000000000002 -0.008624999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00035643914995273795 0.00036288803999604148 -0.00034896818229808761 8.7428339873449551e-06 -0.00022062364614730112 -0.00015620060903341948 0.00067285230668336603
leaf_weight=0.0010029542503065579 0.0010254503116581921 0.0010826722312328807 0.0015456907294633805 0.0013614091175131694 0.0015709475793338245 0.0013242324420641269
leaf_count=509 228 544 308 756 246 530
internal_value=0 4.46362e-05 -2.76452e-06 6.18351e-05 0.000148427 0.000315174
internal_weight=0 0.0079104 0.00688495 0.00580228 0.00444087 0.00286992
internal_count=3121 2612 2384 1840 1084 838
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=6
num_cat=0
split_feature=3 13 12 2 1
split_gain=1.10427e-05 3.10761e-05 5.01383e-05 6.19196e-05 5.81216e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0075640722002867158 0.0089219694174580717 -0.0052420548006811328 -0.021944321867529475 -0.019851782741405987 0.027291286247927534
leaf_weight=0.0015349832529972379 0.0018962496558878241 0.001169887396061779 0.0014174184316282073 0.0010117372114428558 0.0010349195699021819
leaf_count=303 843 186 1422 163 204
internal_value=0 -0.00186198 -0.00627485 0.000630144 0.0100288
internal_weight=0 0.00653021 0.00463396 0.00321654 0.00220481
internal_count=3121 2818 1975 553 390
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=8
num_cat=0
split_feature=48 3 2 43 2 0 0
split_gain=8.02113e-05 8.71753e-05 0.00020058 6.23385e-05 4.96451e-05 5.17102e-05 4.38399e-05
threshold=-0.032929999999999994 -0.077774999999999983 0.083995000000000014 -0.067199999999999996 0.098260000000000014 -0.14794999999999997 -0.014954999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -4
right_child=1 3 6 4 5 -7 -8
leaf_value=0.00051517732908685002 -0.00098540021423815282 0.0004678098231182087 0.00033155240449617461 -0.00026283567944732745 -0.00013675393629010706 0.00045502517144714979 -0.00023744295316972534
leaf_weight=0.0010167189693860391 0.0011363394469485312 0.0012541244671901378 0.0010112657248966595 0.0019175402916274033 0.0011111387147129392 0.0011607331008209485 0.0010730012449196229
leaf_count=180 513 407 1078 396 72 321 154
internal_value=0 -6.69811e-05 -0.000322684 8.43025e-05 -3.05026e-05 0.000165595 3.8628e-05
internal_weight=0 0.00866414 0.00322061 0.00544354 0.00418941 0.00227187 0.00208427
internal_count=3121 2941 1745 1196 789 393 1232
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=6
num_cat=0
split_feature=43 43 16 4 15
split_gain=1.11643e-05 4.09108e-05 2.30258e-05 4.47627e-05 2.71735e-05
threshold=-0.052894999999999991 -0.092909999999999979 -0.056919999999999991 -0.033174999999999989 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.0046881615459887713 -0.0064635360971562325 0.020318710318146749 -0.024591028383923179 0.0044103363748589997 0.011985691685518057
leaf_weight=0.0016689346425527334 0.0016183991898317913 0.0010760004283704137 0.0011175194042882053 0.0010161211125231336 0.0015755487848799527
leaf_count=465 281 970 355 256 794
internal_value=0 0.0051144 -0.00273596 -0.0107795 0.00263732
internal_weight=0 0.00274494 0.00532759 0.00213364 0.00319395
internal_count=3121 1435 1686 611 1075
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=8
num_cat=0
split_feature=159 15 49 52 16 15 3
split_gain=5.00392e-05 4.49458e-05 3.8398e-05 5.5554e-05 6.21597e-05 0.000123842 5.91753e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.08130999999999998 0.10024500000000001 0.071345000000000006 -0.095869999999999983 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00041438801938154581 0.00042672022307883162 0.00033606006988892272 -0.00049890674647094823 0.00034416014287766736 -0.00054123211593670652 -3.8860293552850428e-05 0.0005878698848831072
leaf_weight=0.0010259816894719427 0.0010355616466356712 0.0010434770486119202 0.0013739650242044913 0.0010232151594341673 0.0012230920339613544 0.0012894564967644417 0.0010515720948383925
leaf_count=509 224 228 270 244 429 1071 146
internal_value=0 4.54381e-05 -1.09293e-05 -7.1667e-05 -0.00015783 -3.16021e-05 0.000242662
internal_weight=0 0.00804034 0.00700478 0.0059613 0.00493809 0.00371499 0.00234103
internal_count=3121 2612 2388 2160 1916 1487 1217
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.27778e-05 2.44198e-05 3.83807e-05 4.99968e-05 3.37461e-05
threshold=0.13524500000000003 0.083060000000000009 -0.061629999999999997 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0062336534807318038 0.0090074551476761119 -0.011167978037132958 -0.0011972505787157016 -0.023609408561002704 0.021869283787341195
leaf_weight=0.001226162035155909 0.0013022068109029361 0.0019749599800448926 0.0012522112334125701 0.0010354359577309737 0.0012852048769133725
leaf_count=302 192 228 173 1938 288
internal_value=0 -0.00180862 0.00204307 -0.00742951 0.010486
internal_weight=0 0.00677397 0.00479901 0.0022616 0.00253742
internal_count=3121 2929 2701 2240 461
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=6
num_cat=0
split_feature=147 52 13 52 2
split_gain=1.09734e-05 3.1081e-05 2.74106e-05 3.63278e-05 2.87781e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.081429999999999989 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.010884173508170957 0.0092533013081620985 -0.01756760443127461 0.010727075737871164 0.0021629641379722095 -0.018648262123987482
leaf_weight=0.0019749789358901679 0.0010938348199302662 0.0010287420821964337 0.0012310457294541725 0.0011404482381443745 0.0015919959514357719
leaf_count=737 183 496 552 713 440
internal_value=0 -0.00152029 0.00125964 -0.0035362 -0.00996222
internal_weight=0 0.00696721 0.00593847 0.00396349 0.00273244
internal_count=3121 2938 2442 1705 1153
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=7
num_cat=0
split_feature=52 16 13 0 151 2
split_gain=1.24835e-05 4.22682e-05 5.37149e-05 0.000108087 4.02709e-05 1.49832e-05
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 -0.0083949999999999979 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018203476120103066 0.0087757177798480149 -0.020260204230168041 -0.014897071993042516 0.034793683547328001 -0.0028857271218951171 0.014022712941738243
leaf_weight=0.0010316530890699025 0.0013356713065763269 0.0010478615496216587 0.001463342048644076 0.0010697053252259566 0.0010059077338544398 0.0010941199190795223
leaf_count=304 553 427 294 755 569 219
internal_value=0 -0.00181008 0.00160282 0.00734973 -0.00202445 0.00592361
internal_weight=0 0.00671259 0.00566473 0.00420139 0.00313168 0.00210003
internal_count=3121 2568 2141 1847 1092 788
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=7
num_cat=0
split_feature=159 47 52 16 49 4
split_gain=3.34133e-05 4.3626e-05 4.5109e-05 4.46775e-05 5.09424e-05 3.48932e-05
threshold=-1.0000000180025095e-35 0.092165000000000011 -0.088204999999999992 -0.0064149999999999997 -0.043469999999999995 0.181285
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00033848030248988226 -0.00039562138867998216 0.00031200960372485692 0.00020935495407995537 0.0003010528802992236 -0.00054083839932565683 -2.7801657167753287e-05
leaf_weight=0.0010089896211644698 0.0011089512526346202 0.0017666316141835324 0.0013274368569821896 0.0016912378518689668 0.0010189614947969457 0.0010197894096702384
leaf_count=509 580 274 244 253 1048 213
internal_value=0 4.03496e-05 -3.74795e-05 4.1051e-05 -8.9579e-05 -0.000284216
internal_weight=0 0.00793301 0.00616638 0.00505743 0.00336619 0.00203875
internal_count=3121 2612 2338 1758 1505 1261
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=7
num_cat=0
split_feature=4 151 16 2 15 2
split_gain=3.69194e-05 4.64378e-05 5.72665e-05 4.72232e-05 4.40813e-05 3.42421e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.088909999999999989 0.10774000000000002 -0.15026499999999995 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -2 -4
right_child=4 2 3 -5 -6 -7
leaf_value=0.00026524346128970291 0.00040994079488115837 -0.0005318698098196339 8.9916804270810975e-06 0.00031003325489016575 -8.7861834605383086e-05 -0.00042978691785817578
leaf_weight=0.0012049748241380904 0.001553996974544801 0.0012265508723483878 0.0016023428452177596 0.0010466007065714042 0.0012214845953605223 0.0011928481166510298
leaf_count=463 266 501 773 310 160 648
internal_value=0 -8.07444e-05 -0.000163001 -4.52346e-05 0.000190859 -0.000178257
internal_weight=0 0.00627332 0.00506834 0.00384179 0.00277548 0.00279519
internal_count=3121 2695 2232 1731 426 1421
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=6
num_cat=0
split_feature=13 52 52 16 0
split_gain=1.37979e-05 3.64943e-05 5.37955e-05 4.12453e-05 4.2379e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.04127999999999999 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.018925255235298335 0.0080813692300719837 0.022061357882375458 -0.0059029480002839203 -0.017197600894220611 0.019417572727562119
leaf_weight=0.0010784316900048947 0.0016594778266007396 0.0010068767674128558 0.0017933983774761173 0.0014716525292697751 0.0010468514793272727
leaf_count=633 217 258 321 608 1084
internal_value=0 -0.00215163 0.00124938 -0.00361045 0.00342962
internal_weight=0 0.00639721 0.00531878 0.0043119 0.00284025
internal_count=3121 2904 2271 2013 1405
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=6
num_cat=0
split_feature=1 0 42 48 1
split_gain=1.19791e-05 2.29267e-05 2.15725e-05 3.46003e-05 3.25735e-05
threshold=0.077565000000000009 0.10455500000000001 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.017227050090803681 0.016647102648655841 0.0031993909547650343 0.013807267623788845 -0.014054756180234457 -0.0038694772735899255
leaf_weight=0.0010282781187737921 0.0013499118675375731 0.0011800976834048737 0.0012796568292715313 0.0013875348743824542 0.0018133767528887377
leaf_count=1571 469 65 532 228 256
internal_value=0 -0.0063117 0.00233641 -0.000889106 0.00488583
internal_weight=0 0.00220838 0.00583048 0.00455082 0.00316329
internal_count=3121 1636 1485 953 725
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=7
num_cat=0
split_feature=484 160 16 3 0 2
split_gain=3.2576e-05 5.1794e-05 3.57892e-05 5.36972e-05 9.86571e-05 5.20807e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 -0.13309499999999996 -0.11756999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00043701580397443945 0.00033152731383914583 -0.00025536006299768194 -0.00043790775896561227 -3.5614651043822431e-05 0.0006578439632685478 0.00011450306522752692
leaf_weight=0.0011022885527203694 0.0010090557416107182 0.0010445518276729349 0.0013023892261807418 0.001876114813203506 0.0013609331952959887 0.0013224164594316705
leaf_count=632 368 99 436 224 1006 356
internal_value=0 -4.23159e-05 2.06797e-05 0.000131196 0.000255932 -0.000159595
internal_weight=0 0.00800869 0.00690641 0.0042816 0.00323705 0.00262481
internal_count=3121 2753 2121 1329 1230 792
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=7
num_cat=0
split_feature=159 47 52 2 3 15
split_gain=3.82971e-05 3.67879e-05 3.6947e-05 4.57935e-05 7.62972e-05 2.47755e-05
threshold=-1.0000000180025095e-35 0.092165000000000011 -0.088204999999999992 0.10097500000000002 0.0041950000000000008 -0.013104999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.0003584159672493106 -0.0003499479079189956 0.00029422201797864035 -4.1613390359549741e-05 3.3517333797773281e-05 0.00060182974189374903 -0.00039545456492017504
leaf_weight=0.0010194229375147948 0.0011111508402447488 0.0017736547019753359 0.0019011370318409483 0.0010393133374788873 0.0011294269601299131 0.0010312618927048483
leaf_count=509 580 274 1220 295 99 144
internal_value=0 4.51582e-05 -2.59513e-05 4.46229e-05 0.000198184 -0.000180135
internal_weight=0 0.00798594 0.00621229 0.00510114 0.00303056 0.00207058
internal_count=3121 2612 2338 1758 1319 439
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=6
num_cat=0
split_feature=13 15 150 0 3
split_gain=1.17445e-05 2.97452e-05 5.75337e-05 6.0716e-05 4.31916e-05
threshold=0.11217000000000001 -0.03241999999999999 0.076925000000000007 -0.10474999999999998 0.10299500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.017987031428224883 0.0074462327784362119 -0.018165502370422259 0.024287984660621601 0.013845055854628191 0.0072944101518778483
leaf_weight=0.0013666726912020838 0.0016647858667373531 0.0019273662028519278 0.0010173227085878644 0.0010670258123223698 0.0010184022371146737
leaf_count=238 217 1520 251 799 96
internal_value=0 -0.0019828 0.00431738 -0.00403064 -0.00936358
internal_weight=0 0.00639679 0.00345102 0.0024337 0.00294577
internal_count=3121 2904 1288 1037 1616
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=7
num_cat=0
split_feature=159 15 52 16 2 0
split_gain=3.85944e-05 4.11861e-05 3.20403e-05 3.23288e-05 6.69901e-05 2.98851e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.10925999999999998 -0.084119999999999986 0.096540000000000015 -0.18113999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.00036675991387385059 0.00041099229656755317 -0.00032757348325632244 -0.00036927974633436868 -9.910813627936251e-05 0.0005019841663863123 4.3978919556491165e-05
leaf_weight=0.0010043991067738038 0.0010103970175367972 0.0010538667087928071 0.0010294158098866915 0.0014667579270728043 0.0013868163040689579 0.001941915887899984
leaf_count=509 224 537 90 817 244 700
internal_value=0 4.13351e-05 -1.29624e-05 4.39583e-05 0.000193018 -9.91943e-05
internal_weight=0 0.00788917 0.00687877 0.00582491 0.00285357 0.00297133
internal_count=3121 2612 2388 1851 1061 790
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 12
split_gain=1.14327e-05 2.86923e-05 3.25957e-05 3.37606e-05 2.92224e-05 2.39244e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019828654525789392 -0.0095207951391145258 0.018679701014911138 0.018823283736363008 -0.012677124437421285 0.0032954789434265653 -0.002313226616486632
leaf_weight=0.0010706587211445045 0.0010976984782991696 0.0010728438824425042 0.0013710786125163211 0.0012300849120128301 0.0011162684015899361 0.0010989438381873403
leaf_count=324 630 267 239 401 252 1008
internal_value=0 0.00146001 0.00580617 0.000559797 -0.00802545 0.00805709
internal_weight=0 0.00695988 0.00477295 0.00340187 0.00218693 0.00217179
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=6
num_cat=0
split_feature=147 52 0 1 16
split_gain=1.22345e-05 3.00876e-05 2.41568e-05 4.50313e-05 6.35544e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 0.11181500000000001 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.014245772567863772 0.0098167314352482528 -0.017405677838726867 0.010919212350542367 -0.01618007686837182 0.01800421020465413
leaf_weight=0.0010123014800759351 0.0010902963104563743 0.0010239643303413667 0.0017756830025576409 0.0015984853031877745 0.0015416832342959499
leaf_count=322 183 496 279 284 1557
internal_value=0 -0.00157672 0.0011574 -0.00301696 0.00522156
internal_weight=0 0.00695212 0.00592815 0.00415247 0.00255398
internal_count=3121 2938 2442 2163 1879
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=7
num_cat=0
split_feature=484 160 16 2 51 0
split_gain=1.74262e-05 5.90082e-05 4.82402e-05 5.31027e-05 4.22552e-05 2.76667e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 0.081440000000000026 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00045669401028737583 0.00024127894880379396 -0.00017001909974284824 -0.00045562586132487365 0.0001051634332657078 0.00049577064933353744 0.00020561042451341238
leaf_weight=0.0010888750859444742 0.0010044411742232374 0.0012994695074781601 0.0012973220327760849 0.0012994690249278759 0.0010969487433184636 0.001795524997122748
leaf_count=632 368 183 436 356 236 910
internal_value=0 -3.29593e-05 3.50054e-05 -0.000174999 0.000165097 4.7898e-05
internal_weight=0 0.00787761 0.00678873 0.00259679 0.00419194 0.00309499
internal_count=3121 2753 2121 792 1329 1093
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=6
num_cat=0
split_feature=4 15 151 3 43
split_gain=1.36107e-05 3.67231e-05 3.56147e-05 4.25586e-05 2.71624e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.083060000000000009 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.013681946609428328 0.017024678513138925 -0.0075405864399692539 -0.011893947573672195 -0.018810977428159317 0.0086987228846474342
leaf_weight=0.0010648295989651481 0.0013752252094262616 0.0010915873565267309 0.0010143206369750001 0.0017569233759305745 0.0017381859533591895
leaf_count=463 266 160 362 203 1667
internal_value=0 0.00615432 -0.00276714 -0.00665133 0.00111016
internal_weight=0 0.00246681 0.00557426 0.00450943 0.00275251
internal_count=3121 426 2695 2232 2029
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=6
num_cat=0
split_feature=52 0 15 150 15
split_gain=1.37474e-05 4.29674e-05 3.06228e-05 4.39719e-05 5.49842e-05
threshold=0.10744000000000002 0.11070500000000001 -0.016799999999999995 0.081835000000000019 -0.11345499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0015970533202929811 0.0092608445892871441 -0.020781754105951122 0.01161077938408981 0.010770276651359944 -0.028970193642044215
leaf_weight=0.0013286146920884782 0.0013295281679201968 0.0010187672808630744 0.0019664408932650456 0.0013265818798303074 0.0010563501084361422
leaf_count=362 553 138 1240 274 554
internal_value=0 -0.0018715 0.00152145 -0.00382405 -0.0119418
internal_weight=0 0.00669675 0.00567799 0.00371155 0.00238496
internal_count=3121 2568 2430 1190 916
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=7
num_cat=0
split_feature=3 39 3 16 0 4
split_gain=1.26591e-05 2.14993e-05 3.46392e-05 6.74078e-05 4.52589e-05 2.17751e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.10519499999999998 -0.25582999999999995 -0.10151999999999999 0.056795000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.024530419374179734 0.0090684676451709238 0.011040190655344393 0.0059956719742855456 -0.0098331224641568724 -0.027993768656101588 -0.013773011168450615
leaf_weight=0.0010092364648982347 0.0012848467064448983 0.0010972635101828476 0.0012447473156403156 0.0013141344873286481 0.0010496155984773968 0.0010087395863638562
leaf_count=94 192 335 148 299 1911 142
internal_value=0 -0.0017645 -0.00426165 0.00509387 -0.0108422 -0.00285348
internal_weight=0 0.00672374 0.00562647 0.00232337 0.0033031 0.00225349
internal_count=3121 2929 2594 393 2201 290
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=8
num_cat=0
split_feature=150 0 0 2 4 16 4
split_gain=2.01204e-05 3.23271e-05 5.61048e-05 4.86736e-05 2.92473e-05 6.00976e-05 1.34182e-05
threshold=0.11456000000000001 -0.060129999999999996 -0.10151999999999999 0.10097500000000002 0.0052350000000000009 -0.27167499999999994 -0.111605
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -3
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.00022899567464768755 -0.00026024807319171612 0.00020569692841286184 -0.00047078088936370618 -0.00015410649831872211 -0.00015556990369898526 0.00045386828146261755 0.00052443517198038888
leaf_weight=0.0010591087745082848 0.0010417528102765307 0.0010285273347007844 0.001056335005820174 0.0010672350895438573 0.0012014860837408054 0.0012900470532725143 0.001002961663581142
leaf_count=227 124 131 1897 299 206 118 119
internal_value=0 3.00879e-05 -7.40697e-05 0.000184942 4.3954e-05 0.00015998 0.00036306
internal_weight=0 0.0077057 0.00460698 0.00309872 0.00355064 0.00249153 0.00203149
internal_count=3121 2997 2448 549 551 324 250
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=8
num_cat=0
split_feature=159 15 1 12 48 13 16
split_gain=4.93598e-05 6.56185e-05 4.89661e-05 4.93189e-05 5.87192e-05 7.45936e-05 7.65408e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12500000000000003 0.092355000000000007 0.088875000000000023 -0.036034999999999991 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.00040147334727902271 0.00050729953776302282 -0.00054255682419544261 0.00038653123635869256 -0.00038331006894131684 0.00039120669244562922 -0.00022060444809557701 0.00049165797675380051
leaf_weight=0.0010417053619791667 0.0010585332293832289 0.0010616022353937982 0.0010024011340010255 0.0015511152457329336 0.0012136355892530108 0.0013618507750671415 0.0010104410424392214
leaf_count=509 224 659 107 685 259 485 193
internal_value=0 5.14625e-05 -1.55442e-05 -8.05651e-05 2.04762e-05 -0.00011055 8.27727e-05
internal_weight=0 0.00825958 0.00720105 0.00619864 0.00464753 0.00343389 0.00237229
internal_count=3121 2612 2388 2281 1596 1337 678
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=8
num_cat=0
split_feature=11 48 2 43 3 52 0
split_gain=2.15208e-05 5.0764e-05 5.90285e-05 4.97454e-05 5.5555e-05 5.14398e-05 5.94817e-05
threshold=0.078340000000000007 0.094275000000000012 0.11237500000000002 -0.074359999999999996 -0.077774999999999983 -0.066844999999999988 0.010870000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7
right_child=-2 -3 -4 5 -6 6 -8
leaf_value=-0.00018166685892796215 -0.00026075239942611474 0.00039339213938202258 0.00037514621624432131 -0.00062011130822911423 0.00044948842128108007 0.000189826737090649 -0.00045228413525804007
leaf_weight=0.0011373666811309387 0.0010527753467936543 0.0012904470303637021 0.0011347331169776487 0.0010727370351223324 0.0010143815065256844 0.0012371622705438956 0.0010054069980255031
leaf_count=700 208 307 368 211 232 1038 57
internal_value=0 3.77046e-05 -3.18213e-05 -0.000116291 0.000115874 -0.000266974 -9.80497e-05
internal_weight=0 0.00789223 0.00660179 0.00546705 0.00215175 0.00331531 0.00224257
internal_count=3121 2913 2606 2238 932 1306 1095
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=6
num_cat=0
split_feature=43 3 52 12 2
split_gain=1.27002e-05 3.93132e-05 2.61284e-05 5.14966e-05 2.06404e-05
threshold=-0.052894999999999991 -0.077774999999999983 -0.0064899999999999992 0.095330000000000012 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0048122446235694073 -0.012714655426321176 0.01941052974973663 -0.00062765182554532959 -0.016556994319036136 0.017848544049751971
leaf_weight=0.0015733413360610087 0.0017898391477809339 0.0011670073789681237 0.001053238644054162 0.0010384338466163374 0.0014195636646274253
leaf_count=952 499 483 725 265 197
internal_value=0 0.00550329 -0.00288139 0.00213108 0.00997899
internal_weight=0 0.00274035 0.00530108 0.00351124 0.0024728
internal_count=3121 1435 1686 1187 922
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=6
num_cat=0
split_feature=484 3 1 4 3
split_gain=1.12307e-05 2.2558e-05 5.50235e-05 3.97365e-05 6.14118e-05
threshold=0.073690000000000019 -0.13309499999999996 0.11551000000000002 -0.080924999999999983 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011955104512372351 0.0097696711699979243 0.0097322840618719597 0.017063895090614192 -0.026358371828749873 0.004696482538375981
leaf_weight=0.0015823873063802053 0.0010223460804718648 0.001241368762616846 0.0016177174320715481 0.001383526508550603 0.0011798030822963712
leaf_count=276 394 599 320 1408 124
internal_value=0 -0.00145019 0.00161539 -0.00495315 -0.012065
internal_weight=0 0.0070048 0.00542242 0.0038047 0.00256333
internal_count=3121 2727 2451 2131 1532
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=7
num_cat=0
split_feature=3 0 2 12 47 3
split_gain=1.81355e-05 3.73297e-05 0.000105462 8.27302e-05 4.65271e-05 7.46363e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.090455000000000021 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00018371779837175994 -0.00031046780880265032 -0.00066875055215379552 0.00017851422829077336 0.00055023391007393637 -0.0004166324880966472 0.00035990595348612804
leaf_weight=0.0016515731588582416 0.0011470567867137398 0.0011482833980074581 0.0011116299351264509 0.0010155902281244853 0.0011136610241483931 0.0014402572784321128
leaf_count=303 1234 156 205 824 216 183
internal_value=0 -4.47813e-05 -0.000251989 5.45011e-05 -8.15338e-05 6.27032e-05
internal_weight=0 0.00697648 0.00225991 0.00471657 0.00370098 0.00258731
internal_count=3121 2818 361 2457 1633 1417
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 16
split_gain=1.24374e-05 3.89996e-05 0.00010351 5.20621e-05 5.4255e-05 1.77826e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.035139999999999991 0.090900000000000009 -0.091354999999999978
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0080822738927961903 0.020118136851006704 -0.034623789336950671 0.0097048368408578379 -0.022115334942392293 0.015242714531732824 -0.0035385999567432939
leaf_weight=0.0015324041684528751 0.001311885567440242 0.0010852136249076211 0.0010236359263959844 0.0010502914177095602 0.0010148952337701183 0.0010017151811329492
leaf_count=303 1233 156 205 961 142 121
internal_value=0 -0.00193441 -0.0131067 0.00344621 -0.0036853 0.00591343
internal_weight=0 0.00648764 0.00210885 0.00437879 0.0030669 0.00201661
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=8
num_cat=0
split_feature=48 12 16 3 1 4 47
split_gain=0.000106826 5.75835e-05 7.65721e-05 5.85098e-05 0.000118755 6.91925e-05 6.13567e-05
threshold=-0.032929999999999994 0.09334000000000002 0.0057500000000000008 0.097915000000000016 0.094385000000000011 -0.15764999999999998 0.086785000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.00057737913819456792 0.00030246256893338378 -0.00065966255177302288 6.1012072894438042e-05 6.2295002153463943e-05 0.00066559852527834555 -0.00031301230828720863 -0.00059213900763690173
leaf_weight=0.0010886147103445912 0.0011978895522499393 0.0012795692959317482 0.0010176153148196351 0.0012126961883776677 0.0012460758183864885 0.0016972948094538282 0.0010091330874905657
leaf_count=180 103 480 319 173 348 1446 72
internal_value=0 -7.43129e-05 -0.000340415 2.17546e-05 0.000159475 -5.83581e-05 -0.000234943
internal_weight=0 0.00866027 0.00229718 0.00636309 0.00414126 0.00289518 0.00222183
internal_count=3121 2941 799 2142 1897 1549 245
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=7
num_cat=0
split_feature=52 52 1 13 4 1
split_gain=2.60662e-05 3.95657e-05 5.06718e-05 5.80385e-05 5.27879e-05 0.000129216
threshold=0.14295500000000003 0.091275000000000009 1.0000000180025095e-35 -0.00096999999999999983 0.0061450000000000003 0.11061500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00035639223631508981 -0.00028686728550076485 0.00037813842743176563 0.0003553627509542265 -0.00045253171069190723 0.00059598205132549843 -0.00029190847696909601
leaf_weight=0.0013158962784461329 0.0010157711457664505 0.0011792978260451604 0.0018433533165880906 0.0010105884437425316 0.0010752794161418891 0.0015223486486678108
leaf_count=1163 386 329 737 318 89 99
internal_value=0 4.67057e-05 -1.10497e-05 7.23088e-05 -7.22968e-05 7.56308e-05
internal_weight=0 0.00794676 0.00676747 0.00545157 0.00360822 0.00259763
internal_count=3121 2735 2406 1243 506 188
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=8
num_cat=0
split_feature=159 15 12 1 3 3 15
split_gain=4.83742e-05 4.46545e-05 3.84422e-05 4.98171e-05 6.0293e-05 5.90765e-05 8.23402e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 0.11551000000000002 0.10542000000000001 -0.12018999999999998 -0.088429999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00040701582834542474 0.00043048818170842183 -0.0003380653251055193 0.00016950257819151661 0.00040589213058305856 0.00035793695090441483 5.6318014818345639e-05 -0.00069868314222148553
leaf_weight=0.0010142196502884041 0.0010213487890048016 0.0011388277760258107 0.0013006629643560561 0.0012333574141794616 0.0011263946186804707 0.0010172722207191323 0.0012230822069904776
leaf_count=509 224 241 237 140 100 313 1357
internal_value=0 4.73491e-05 -8.23915e-06 5.54161e-05 -3.71967e-05 -0.000162888 -0.000355862
internal_weight=0 0.00806095 0.0070396 0.00590077 0.00466741 0.00354102 0.00224035
internal_count=3121 2612 2388 2147 2007 1907 1670
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=7
num_cat=0
split_feature=51 160 12 49 3 2
split_gain=1.05503e-05 2.4378e-05 3.51778e-05 4.47357e-05 7.4716e-05 7.14918e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.015429999999999998 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.014184006875679056 -0.0086181774561151833 -0.018238635517212352 0.019939577617259219 -0.025415314458060972 0.021275251649180597 -0.013312429057990139
leaf_weight=0.001241576738028459 0.0012115153807887285 0.0010062692039240493 0.0011051022339150008 0.0010525134291389546 0.0013951529666272476 0.0010453887070166778
leaf_count=651 409 279 161 175 952 494
internal_value=0 0.00150576 -0.00130292 0.00240333 -0.00314464 0.00645986
internal_weight=0 0.006846 0.00560443 0.00459816 0.00349306 0.00244054
internal_count=3121 2712 2061 1782 1621 1446
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=8
num_cat=0
split_feature=50 15 151 16 1 52 0
split_gain=6.55571e-05 6.95716e-05 5.08611e-05 7.03242e-05 5.16337e-05 4.46854e-05 3.07915e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.024429999999999997 -0.08453999999999999 0.10723500000000001 -0.092399999999999982 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.0005187464438704926 -0.00047636518312052446 0.00030050411099727175 -0.00066178381370630111 -0.00027688257383871726 -6.0049870218106919e-05 0.00047395520081946688 3.3098154504948393e-05
leaf_weight=0.001070928881264129 0.0010118078504309297 0.0015371563321721175 0.0011571500589608375 0.001023206052564334 0.0010419141420857248 0.0010110359982419099 0.0015322004274057747
leaf_count=218 615 423 519 419 70 734 123
internal_value=0 5.2033e-05 -1.64101e-05 -0.000100903 -0.000376683 6.9142e-05 0.000208356
internal_weight=0 0.00837359 0.00730266 0.00576551 0.00219906 0.00356644 0.00254324
internal_count=3121 2506 2288 1865 589 1276 857
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=7
num_cat=0
split_feature=3 0 2 12 47 3
split_gain=1.52099e-05 3.92201e-05 9.56272e-05 6.75468e-05 3.73587e-05 6.62021e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.090455000000000021 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00016401401717139289 -0.00028311367421074202 -0.00065015152367050211 0.00015371102170577683 0.00050044280987565247 -0.00036021687296895028 0.00034552343866331062
leaf_weight=0.0016609848693028562 0.0011661684454285885 0.0011614673100887839 0.0011152865765772513 0.0010323299511849279 0.0011501173265868799 0.0014385955114764679
leaf_count=303 1234 156 205 824 216 183
internal_value=0 -4.45157e-05 -0.000256373 5.62417e-05 -6.58826e-05 6.40788e-05
internal_weight=0 0.00706397 0.00227675 0.00478721 0.00375488 0.00260476
internal_count=3121 2818 361 2457 1633 1417
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=7
num_cat=0
split_feature=159 15 52 4 2 15
split_gain=3.95789e-05 5.02249e-05 3.46479e-05 4.6166e-05 8.63929e-05 3.15838e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 0.10097500000000002 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00036487152125869963 0.00044370963300779053 -0.00027788904641129828 0.00052645870728934541 0.00011519096482831796 -0.00020588020600081973 -0.00029338561217784955
leaf_weight=0.0010409514514659194 0.0010395633233016488 0.0015412567353380608 0.0016061905131664234 0.0012983960302225326 0.0010079738897473874 0.0016540759228741179
leaf_count=509 224 643 1053 179 169 344
internal_value=0 4.11562e-05 -1.77192e-05 5.43151e-05 0.000244082 -0.000113708
internal_weight=0 0.00814746 0.00710789 0.00556664 0.00261416 0.00295247
internal_count=3121 2612 2388 1745 1222 523
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=5
num_cat=0
split_feature=3 160 13 3
split_gain=1.33555e-05 3.09816e-05 4.63392e-05 3.81446e-05
threshold=-0.13927999999999999 -1.0000000180025095e-35 -0.084034999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0083372831782715356 -0.014902371233027838 0.016243623680029955 -0.016027985063062432 0.0047631499000764287
leaf_weight=0.0015442949743056239 0.0014492501421315548 0.001527333893132663 0.0016015799736924436 0.001965180325834637
leaf_count=303 880 504 1226 208
internal_value=0 -0.00200165 0.00166856 -0.00457268
internal_weight=0 0.00654334 0.00509409 0.00356676
internal_count=3121 2818 1938 1434
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=7
num_cat=0
split_feature=150 150 3 15 1 13
split_gain=1.44823e-05 3.85934e-05 2.9423e-05 6.80281e-05 6.49677e-05 7.79049e-05
threshold=0.11456000000000001 0.081835000000000019 0.090900000000000009 -0.016799999999999995 0.10752500000000002 -0.020934999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00054320146778548308 -0.00022730095075738059 0.00037740102753808404 -0.00050317233422385343 0.00015545986479480436 0.00041714846560613741 0.00013466368930796445
leaf_weight=0.0010001708719402417 0.0010136662878959092 0.0010192907673380186 0.0013281111666868187 0.0011041955772702842 0.0013728948279092485 0.0018716058292804921
leaf_count=1226 124 296 165 109 300 901
internal_value=0 2.20256e-05 -3.22252e-05 -0.000204173 6.63053e-05 -0.00010142
internal_weight=0 0.00769627 0.00667698 0.00243231 0.00424467 0.00287178
internal_count=3121 2997 2701 274 2427 2127
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=7
num_cat=0
split_feature=159 1 42 3 2 2
split_gain=3.87551e-05 4.19714e-05 6.53939e-05 6.73287e-05 4.71067e-05 4.04987e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036817574965953735 0.0005228888706694764 0.00034965656242830938 -0.00032872174763041783 -0.00012008810132835355 -0.00031126761693703439 0.0004130796867598352
leaf_weight=0.0010056129994269304 0.0011064988917688758 0.0013922728360527747 0.0019298535224941855 0.0010844924252802505 0.0013999157583467429 0.001106682396753089
leaf_count=509 235 237 1091 574 228 247
internal_value=0 4.01727e-05 -2.48428e-05 9.99962e-05 -3.0307e-05 0.000149195
internal_weight=0 0.00801972 0.00662744 0.00469759 0.00359109 0.00219117
internal_count=3121 2612 2375 1284 1049 821
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=6
num_cat=0
split_feature=13 52 52 16 2
split_gain=1.19196e-05 2.85974e-05 4.11795e-05 3.34469e-05 3.76489e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.04127999999999999 -0.056919999999999991 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016755422815223905 0.0074933165003393913 0.01918552117747304 0.013964249966680107 -0.015370636029217542 -0.0090861883831471358
leaf_weight=0.0010894217719761125 0.0016697614400869526 0.0010117983461005774 0.0015080251933997446 0.0014877181831378788 0.0013366547327180577
leaf_count=633 217 258 1122 608 283
internal_value=0 -0.00198888 0.0010213 -0.00322081 0.00313334
internal_weight=0 0.00643362 0.0053442 0.0043324 0.00284468
internal_count=3121 2904 2271 2013 1405
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=7
num_cat=0
split_feature=0 4 43 16 47 3
split_gain=1.80521e-05 4.84524e-05 4.42867e-05 3.12503e-05 3.10933e-05 3.39802e-05
threshold=0.041630000000000007 -0.059649999999999988 -0.081454999999999986 -0.008904999999999998 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00040605823595442093 0.00016926647514691501 -0.00030130603068532602 -7.398444559925666e-05 0.00038904143233609652 -0.0002480338376036847 0.00041834893393146474
leaf_weight=0.0011890678974012308 0.0019132200718041175 0.0012247251292762783 0.0011516476011051704 0.0012074727435087444 0.0011031350624563893 0.001013109459579518
leaf_count=1079 252 630 439 397 180 144
internal_value=0 -4.60254e-05 2.90792e-05 0.000119492 1.98949e-05 0.000156428
internal_weight=0 0.00688916 0.00570009 0.00447536 0.00326789 0.00216476
internal_count=3121 2869 1790 1160 763 583
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=7
num_cat=0
split_feature=0 0 2 52 16 15
split_gain=1.17596e-05 4.00242e-05 3.01042e-05 2.63858e-05 4.20653e-05 2.23027e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.10097500000000002 -0.0064899999999999992 -0.27167499999999994 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 5 -1 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.0094189190119019581 0.00099955950929064515 -0.020998962335324743 -0.0095846753675427852 -0.0036523677941113358 0.02336617783605914 0.020625785863735289
leaf_weight=0.0013876271619045338 0.0011533008358706157 0.0010009638562123759 0.0010463427590992253 0.0013395144010819784 0.0010112625216434018 0.0011627627519998265
leaf_count=231 121 1936 311 243 138 141
internal_value=0 -0.00323929 0.00449286 0.00151589 0.00797053 0.0108528
internal_weight=0 0.00473937 0.00336241 0.0037384 0.00235078 0.00231606
internal_count=3121 2548 573 612 381 262
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=7
num_cat=0
split_feature=2 3 1 13 16 4
split_gain=1.22008e-05 2.45376e-05 5.21654e-05 2.31395e-05 6.83317e-05 1.70327e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 -0.033284999999999988 -0.0007049999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.01399014883304335 -0.003902490509746124 -0.0059191679579007409 0.027765327167631439 -0.018806171996206017 0.021152099933057514 -0.00069140841680112271
leaf_weight=0.0014239415066239834 0.0010831188944201563 0.0013711006268600028 0.0010008171426205191 0.0010019386693114259 0.0011274468341129136 0.0010770102523382939
leaf_count=1269 499 174 246 628 204 101
internal_value=0 0.0044704 0.0113061 -0.00338217 0.00132878 -0.00942172
internal_weight=0 0.00345504 0.00208394 0.00463034 0.0032064 0.00207895
internal_count=3121 919 745 2202 933 729
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=8
num_cat=0
split_feature=159 2 0 2 12 13 1
split_gain=4.37669e-05 4.60836e-05 7.86595e-05 5.7249e-05 3.80542e-05 8.82354e-05 6.4881e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 0.10345000000000001 -0.033284999999999988 0.089175000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00037837584146650403 -0.00061364355507441274 -0.00017205531005096112 0.00012297971519916891 0.00074820341662403564 0.0002528090439000527 0.00038515506198311681 -0.00026028737697585661
leaf_weight=0.0010213907829980983 0.0011720202386492208 0.0012529182799837866 0.0011076191028136723 0.0011452622533578809 0.0010450700724671073 0.0011279296546501702 0.0012763206031124255
leaf_count=509 926 120 310 386 132 544 194
internal_value=0 5.22632e-05 0.000221785 0.000440815 -7.63376e-05 -0.000172522 4.25154e-05
internal_weight=0 0.00812714 0.0035058 0.00225288 0.00462134 0.00357627 0.00240425
internal_count=3121 2612 816 696 1796 1664 738
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.27144e-05 2.9804e-05 3.99076e-05 3.95176e-05 4.57708e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0098347946183053765 -0.01062794713355804 0.020093768374780625 0.0054613849858446634 0.013620343796440183 -0.020887745354192033
leaf_weight=0.0011343101346083006 0.0015523059225499517 0.0013351944186635045 0.0013871311389356809 0.0014202234572149889 0.0012563721859167889
leaf_count=862 828 482 588 180 181
internal_value=0 0.00158362 0.0050947 0.000166548 -0.00706151
internal_weight=0 0.00695123 0.00539892 0.00406373 0.0026435
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=6
num_cat=0
split_feature=15 1 1 0 15
split_gain=1.21467e-05 3.61945e-05 4.86869e-05 4.0347e-05 4.02487e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.11039500000000001 -0.11756999999999999 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011025492332787868 -0.0086133713967670462 0.0022057957618282797 -0.01771469623881488 0.0072317073138717649 0.028305957444170478
leaf_weight=0.0016694563085884592 0.0013654216526455647 0.0010901892444618467 0.0011255936672844424 0.001529038700432746 0.00128990382337258
leaf_count=848 1216 165 134 333 425
internal_value=0 0.00173446 0.00596551 -0.00334585 0.0163509
internal_weight=0 0.00670418 0.00503473 0.00265463 0.00238009
internal_count=3121 1905 1057 467 590
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=8
num_cat=0
split_feature=159 2 0 2 4 13 0
split_gain=3.37606e-05 3.96403e-05 7.67551e-05 3.25017e-05 2.56149e-05 8.32751e-05 7.57901e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 0.0052350000000000009 0.0027400000000000007 -0.071924999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00033944314572746545 -0.00062461116330109841 -0.00019103811256874234 0.00017565002446966554 0.0006500451732318087 0.00036028079674902444 -0.00036136924937411235 0.00012205726916283521
leaf_weight=0.0010242091478469889 0.0010177135431120681 0.0012554813283488179 0.0010981683703388079 0.0011230938234193595 0.0014416345880794274 0.0010718873365463846 0.0010744512377710866
leaf_count=509 1230 120 310 386 286 55 225
internal_value=0 3.84322e-05 0.00019648 0.000415509 -8.08749e-05 5.25343e-05 -0.000241152
internal_weight=0 0.00808243 0.00347674 0.00222126 0.00460569 0.00251352 0.00209216
internal_count=3121 2612 816 696 1796 341 1455
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.41485e-05 2.16225e-05 3.99129e-05 4.48192e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.013671514834009191 0.0094913164766439254 -0.010646310545850709 -0.017907043475028594 0.0065334341244136784
leaf_weight=0.0017745334328729979 0.0013107080596311228 0.0019806894922610643 0.0014479612087639319 0.0015572841691850641
leaf_count=458 192 228 2029 214
internal_value=0 -0.00186093 0.00177964 -0.00524226
internal_weight=0 0.00676047 0.00477978 0.00300525
internal_count=3121 2929 2701 2243
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=6
num_cat=0
split_feature=484 3 1 2 15
split_gain=1.29359e-05 2.23003e-05 5.38384e-05 3.51866e-05 5.49403e-05
threshold=0.073690000000000019 -0.13309499999999996 0.12500000000000003 0.098260000000000014 -0.090644999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01196391850454063 0.010488093947688166 0.0046278144708595034 0.020348165686846824 0.0069412880058071546 -0.025270485563747332
leaf_weight=0.0015898140010177824 0.0010235275091444044 0.0011413049303412891 0.0011853653387760227 0.0017879153389366463 0.0013318006857479146
leaf_count=276 394 306 214 549 1382
internal_value=0 -0.00154394 0.00149768 -0.0037463 -0.0114728
internal_weight=0 0.0070362 0.00544639 0.00426102 0.00247311
internal_count=3121 2727 2451 2237 1688
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=8
num_cat=0
split_feature=159 15 4 47 52 2 1
split_gain=2.62635e-05 2.81819e-05 5.2582e-05 6.47869e-05 7.09616e-05 5.48099e-05 5.4827e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 0.092165000000000011 -0.087769999999999987 0.10097500000000002 0.080270000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00029748710480802628 0.00028621521884007072 -0.00049520695386835517 -0.00042663855643090224 0.00050258723668160517 0.00057209143094758138 -0.00025090207467192658 -3.9177512245336414e-05
leaf_weight=0.0010113263111795187 0.0014399503790038567 0.0010283004163968157 0.0010162508707591911 0.0010283319440204802 0.001144829282784997 0.0011779926269636955 0.0011122137980130009
leaf_count=509 321 550 146 188 781 228 398
internal_value=0 3.79953e-05 -1.69262e-05 5.88924e-05 -4.33328e-05 9.19386e-05 0.000270874
internal_weight=0 0.00794787 0.00650792 0.00549167 0.00446334 0.00343504 0.00225704
internal_count=3121 2612 2291 2145 1957 1407 1179
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=7
num_cat=0
split_feature=159 160 42 16 16 0
split_gain=5.15314e-05 3.82128e-05 4.88676e-05 7.33867e-05 7.55912e-05 9.70477e-05
threshold=-1.0000000180025095e-35 0.086870000000000017 -1.0000000180025095e-35 -0.45661999999999997 0.16703000000000004 -0.075934999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00041952546250643166 -0.00028028000422365977 -0.00030440001214271422 -0.00017843707202330178 0.00019024782895180064 -0.00012494965416817177 0.00090031887513738465
leaf_weight=0.0010440087403320768 0.0011274608646368095 0.0010605841154717882 0.0017165673545036942 0.001954412972536141 0.001168447596996137 0.00119096017177075
leaf_count=509 724 308 204 736 318 322
internal_value=0 4.2943e-05 9.4409e-05 0.000164462 0.000300909 0.000459108
internal_weight=0 0.00821843 0.00715785 0.00603039 0.00431382 0.00314537
internal_count=3121 2612 2304 1580 1376 1058
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.21847e-05 2.71187e-05 3.59313e-05 4.99502e-05 3.59399e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0096571544846073762 0.011792147229685322 -0.0080206234992072807 -0.026819618042236468 0.0031901031697191711 0.014730384888441259
leaf_weight=0.00112929088938822 0.0018822385027883314 0.0011980336068119323 0.0011087046734355884 0.001109865267721076 0.0016515139329733731
leaf_count=862 1041 145 553 280 240
internal_value=0 0.00154232 -0.00226435 -0.0118069 0.00516519
internal_weight=0 0.00695036 0.00506812 0.00221857 0.00284955
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=6
num_cat=0
split_feature=0 43 49 2 2
split_gain=1.24345e-05 3.06176e-05 3.25569e-05 2.75125e-05 3.87451e-05
threshold=0.041630000000000007 -0.13868499999999997 -0.006494999999999999 0.11177500000000001 0.073895000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.017118276868777947 0.0074295880862791375 -0.0094520782114398075 0.00088293157886385029 -0.0051105984053285676 0.027816226017536961
leaf_weight=0.0011160857356626343 0.0017528191418107473 0.001862554201206765 0.0011102174251886618 0.0011933499565856434 0.0010293157319495078
leaf_count=295 252 510 539 353 1172
internal_value=0 -0.00209098 0.00113719 0.00705491 0.0138404
internal_weight=0 0.00631152 0.00519544 0.00333288 0.00213953
internal_count=3121 2869 2574 2064 1711
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=7
num_cat=0
split_feature=42 51 43 2 13 150
split_gain=1.1343e-05 2.5929e-05 2.93992e-05 3.52754e-05 3.97242e-05 8.60199e-06
threshold=0.092620000000000022 -0.076794999999999988 -0.084004999999999982 0.11144000000000001 -0.0075049999999999987 0.084495000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.01245478671676329 -0.0094698535598889081 0.018697257024921813 -0.020034953234336152 0.013399604486398065 0.0096640365500584181 -0.0032532456886935333
leaf_weight=0.0011212771647979933 0.0010968350626568372 0.0011219218260132809 0.0011570465506406044 0.001491248876299079 0.0010168433242955469 0.001045693051038553
leaf_count=446 630 517 861 257 330 80
internal_value=0 0.00147214 0.00414942 0.000684738 -0.00520454 0.00311506
internal_weight=0 0.00695403 0.00583275 0.00471083 0.00321958 0.00206254
internal_count=3121 2491 2045 1528 1271 410
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=7
num_cat=0
split_feature=159 2 0 1 2 15
split_gain=3.79774e-05 3.0998e-05 5.07249e-05 0.00010459 3.92956e-05 4.51332e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.15202999999999997 0.08864000000000001 -1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00035817643530905988 0.00019596568488452438 -0.00012200062630547987 3.9250201066538465e-05 0.00081816660672952225 -0.00055621508218983782 2.6749694863319076e-05
leaf_weight=0.0010050939741572795 0.0010944256755668316 0.0016956377825707281 0.001954434100718468 0.0010028617903590051 0.0010203177945858606 0.0010220386889120234
leaf_count=509 194 157 740 400 338 783
internal_value=0 4.6811e-05 0.000148369 0.000303392 -0.000103835 -0.000264487
internal_weight=0 0.00778972 0.00465293 0.0029573 0.00313678 0.00204236
internal_count=3121 2612 1297 1140 1315 1121
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=7
num_cat=0
split_feature=457 3 3 12 1 4
split_gain=2.97821e-05 3.46613e-05 8.85751e-05 6.69983e-05 9.18784e-05 8.35018e-05
threshold=0.045365000000000009 0.088060000000000013 0.13524500000000003 0.09334000000000002 0.094385000000000011 -0.15764999999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036225643027367702 0.00027079633446158225 -0.00058499614847348932 0.00011602636436074767 -0.00025530649167785632 0.00066964926349203431 -0.00040028860618556507
leaf_weight=0.0010953656871978551 0.0012683927666652306 0.0013672255798520415 0.0014051263659613134 0.001866006409508977 0.0011088318550272801 0.0011132127442831808
leaf_count=80 289 135 170 787 301 1359
internal_value=0 -5.2725e-05 -0.000229693 4.19264e-05 0.000209117 -2.20971e-05
internal_weight=0 0.00795577 0.00277235 0.00518342 0.00331741 0.00220858
internal_count=3121 2832 305 2527 1740 1439
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=6
num_cat=0
split_feature=52 52 0 2 1
split_gain=1.19035e-05 2.39845e-05 2.16327e-05 2.95937e-05 7.57868e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 0.10638500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0073290427552403564 -0.015481708529168071 0.010902474534999242 0.017484849756192522 -0.016556737319637454 -0.017176185899772742
leaf_weight=0.0017304123144884507 0.0010960972578061374 0.0015059532480494004 0.0014764614297512386 0.0011601346801903851 0.0011014133361304771
leaf_count=771 438 234 1201 338 139
internal_value=0 -0.00202857 0.000783415 -0.00329331 0.0026757
internal_weight=0 0.00634006 0.00524396 0.00373801 0.00257787
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=7
num_cat=0
split_feature=457 15 3 3 15 3
split_gain=2.22539e-05 5.00401e-05 4.34779e-05 9.48686e-05 5.979e-05 0.000100953
threshold=0.045365000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.077774999999999983 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00034010934132831403 0.00024401284100779218 -0.00039959397760974571 -0.00057289455641074507 0.00031732197895667415 0.00042397698830179057 -0.00045039738353149715
leaf_weight=0.00135599683842157 0.0012131192503513502 0.0012563509593041637 0.0010722827770516721 0.0012529243057782854 0.0013270141456034083 0.0013880997231832636
leaf_count=200 289 1167 645 513 122 185
internal_value=0 -4.18339e-05 2.84366e-05 -5.54127e-05 8.44265e-05 -8.61848e-05
internal_weight=0 0.00765267 0.00639632 0.00504032 0.00396804 0.00264102
internal_count=3121 2832 1665 1465 820 698
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=7
num_cat=0
split_feature=457 15 3 3 15 3
split_gain=1.22874e-05 3.44852e-05 3.61398e-05 6.54474e-05 5.49046e-05 8.71419e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.075944999999999985 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.016819177057468656 0.0098016914998977946 -0.01751621624248717 -0.02405554720205676 0.016336855218570707 0.021150567363458397 -0.022735067271546047
leaf_weight=0.0012223063409531392 0.0010996966233254501 0.0011355270509570215 0.0010805953886554249 0.001043642019782898 0.0012275813479811952 0.0012599377912108074
leaf_count=200 289 1167 701 459 120 185
internal_value=0 -0.00157214 0.00153118 -0.00252078 0.00406923 -0.00503344
internal_weight=0 0.00696959 0.00583406 0.00461176 0.00353116 0.00230358
internal_count=3121 2832 1665 1465 764 644
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=6
num_cat=0
split_feature=15 151 48 12 4
split_gain=1.29348e-05 2.25794e-05 2.71406e-05 5.29433e-05 2.73203e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.093265000000000015 0.090455000000000021 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0098416564310998753 0.0096647649257353436 -0.0039322029620793703 0.010208749419058709 0.0053783974009736224 -0.024719890428626969
leaf_weight=0.0011411247719947644 0.001404348400888252 0.0010215588944959514 0.0010165090024264415 0.0017992730269458701 0.0016588857127535685
leaf_count=253 516 554 222 900 676
internal_value=0 -0.00165164 -0.00454311 -0.00789051 -0.0167974
internal_weight=0 0.00690058 0.00549623 0.00447972 0.00268044
internal_count=3121 2868 2352 2130 1230
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=6
num_cat=0
split_feature=13 15 150 0 3
split_gain=1.28031e-05 2.60058e-05 5.35733e-05 5.79869e-05 3.41986e-05
threshold=0.11217000000000001 -0.03241999999999999 0.076925000000000007 -0.10474999999999998 0.10299500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.01781082313761306 0.007813669273943764 -0.016879783869282593 0.023210387997303634 0.013321759331245154 0.0057838742351412776
leaf_weight=0.0013682500774072339 0.001655989464578656 0.0019092951111649012 0.001009148123582786 0.001063133601017193 0.0010223047022099477
leaf_count=238 217 1520 251 799 96
internal_value=0 -0.00205579 0.00384123 -0.00419796 -0.00897653
internal_weight=0 0.00637213 0.00344053 0.00243138 0.0029316
internal_count=3121 2904 1288 1037 1616
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=6
num_cat=0
split_feature=159 52 12 43 1
split_gain=1.35144e-05 2.54647e-05 3.00317e-05 3.08474e-05 5.02221e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.10016000000000001 -0.00045499999999999995 0.095950000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011768758890496684 0.010230787702844468 -0.0056508412018699949 -0.011688924317900919 0.030167786763626948 0.0011578240800542928
leaf_weight=0.001832029811694464 0.0011085547860662081 0.0013809809693923125 0.001219472330695818 0.0010090782457048619 0.0014604716524948989
leaf_count=817 527 969 267 367 174
internal_value=0 -0.00166416 0.0019871 0.00631833 0.0130115
internal_weight=0 0.00690203 0.00507 0.00385053 0.00246955
internal_count=3121 2594 1777 1510 541
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 16
split_gain=4.41557e-05 3.02797e-05 5.05092e-05 7.70218e-05 5.72439e-05 4.02689e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.10607499999999999 0.029300000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00038955016524730153 0.00030603647402488335 -0.00040877158951937005 0.00025843397175957539 0.00053272290533902078 -0.00053190420757117339 -4.0601936941333017e-05
leaf_weight=0.0010014090849562556 0.001426611947684891 0.0010247430320072951 0.0014848377918409124 0.0010854731823928872 0.0010055346252329025 0.0017712234728166814
leaf_count=509 321 201 180 307 1228 375
internal_value=0 4.78219e-05 -9.99089e-06 6.64337e-05 -5.2335e-05 -0.000218515
internal_weight=0 0.00779842 0.00637181 0.00534707 0.0042616 0.00277676
internal_count=3121 2612 2291 2090 1783 1603
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=7
num_cat=0
split_feature=147 151 4 16 2 16
split_gain=2.38115e-05 3.18505e-05 6.22414e-05 4.09974e-05 2.61854e-05 3.09501e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.083995000000000014 0.16703000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00034615347740050013 0.000256394669361491 -0.00040562808271391124 0.00035264374848024906 -0.0002385330720697015 0.00029674504817735019 -0.00014715693455777352
leaf_weight=0.0011477497512369633 0.0011602297843116205 0.0012521836120279869 0.0015378026153860698 0.0011586990279347327 0.0014982864612811759 0.0010115922478417902
leaf_count=412 183 392 316 563 925 330
internal_value=0 -4.51682e-05 8.31979e-06 -9.9286e-05 5.27677e-06 0.000117833
internal_weight=0 0.00760631 0.00645856 0.00492076 0.00366858 0.00250988
internal_count=3121 2938 2526 2210 1818 1255
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=6
num_cat=0
split_feature=13 1 43 47 16
split_gain=1.24631e-05 2.44815e-05 3.97475e-05 7.34029e-05 4.46482e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01303168472434626 0.0076966461301630641 0.018349765881078808 0.020164734269360916 -0.024236721207008611 -0.0062112241716914931
leaf_weight=0.0015355574613181329 0.0016597751787405359 0.0010817517353755362 0.0011946464021521037 0.0011658319921038114 0.0013867808612106956
leaf_count=1500 217 445 223 200 536
internal_value=0 -0.00203326 0.00146408 -0.00341045 0.00599518
internal_weight=0 0.00636457 0.00482901 0.00374726 0.00258143
internal_count=3121 2904 1404 959 759
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 16
split_gain=3.1879e-05 4.60249e-05 5.51211e-05 8.18833e-05 4.34696e-05 3.78554e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.10607499999999999 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00032806284543193036 0.00036036643204545273 -0.00044063026211050964 0.00020270486548252609 0.00053412394952852423 -0.00051541941361148104 -4.283418004901166e-05
leaf_weight=0.0010005771150194262 0.001440495853750918 0.0010403596204830012 0.0014928472126655629 0.0010840878470193766 0.0010096037969800982 0.0018381171150389205
leaf_count=509 321 201 180 307 1224 379
internal_value=0 4.3417e-05 -2.72038e-05 5.20846e-05 -6.83082e-05 -0.00021038
internal_weight=0 0.00790551 0.00646502 0.00542466 0.00434057 0.00284772
internal_count=3121 2612 2291 2090 1783 1603
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=7
num_cat=0
split_feature=1 42 3 1 3 3
split_gain=2.39719e-05 5.06028e-05 0.000102051 6.14992e-05 6.26238e-05 2.97492e-05
threshold=0.12337000000000002 0.075730000000000006 -0.12018999999999998 0.094465000000000007 0.090900000000000009 -0.10217499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.00061435648906184477 0.00019717677869545691 -0.00051865058936529653 -0.00064791055776521934 0.00017861154492048901 9.7772713743584043e-06 -6.1241041208468053e-05
leaf_weight=0.0010026282549936271 0.0018367656993549799 0.0011569865238688502 0.0010623178641337729 0.0018722462965011619 0.0011692944862086918 0.0010363245570447848
leaf_count=199 294 128 802 301 89 1308
internal_value=0 -5.34283e-05 5.35635e-05 -8.34458e-05 -0.000303303 -0.000302528
internal_weight=0 0.0072998 0.00510649 0.00410386 0.00223161 0.00219331
internal_count=3121 2827 1391 1192 891 1436
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=8
num_cat=0
split_feature=159 47 13 2 15 1 0
split_gain=3.68667e-05 4.9331e-05 3.53113e-05 4.90179e-05 4.4632e-05 8.7191e-05 2.39132e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.036034999999999991 0.10005000000000001 -0.03241999999999999 0.081315000000000012 -0.14920999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.00035979764709753384 -0.00053391795559102424 0.00036649720866972524 5.7876414843510969e-05 3.7109483223983336e-05 0.00024758062296851825 -0.00054141730947158669 0.00047287540677414089
leaf_weight=0.0010142212162968017 0.0010837115661974873 0.0014346739056375893 0.0010366070472014185 0.0012384539828361144 0.0011308609170603298 0.0010280089095221383 0.0011006306309521827
leaf_count=509 876 202 84 325 426 328 371
internal_value=0 3.68813e-05 -3.45711e-05 -0.000229378 7.07277e-05 -0.000128124 0.000271592
internal_weight=0 0.00805295 0.00661827 0.00232217 0.00429611 0.00215887 0.00213724
internal_count=3121 2612 2410 1201 1209 754 455
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=6
num_cat=0
split_feature=3 0 0 52 43
split_gain=1.30328e-05 2.33689e-05 5.53752e-05 3.59464e-05 2.05886e-05
threshold=0.13524500000000003 -0.061629999999999997 -0.10607499999999999 -0.0064899999999999992 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.013499665228481027 0.0090877041347209708 -0.0060104186695219214 -0.02631784741640894 0.0096695733665374105 0.011488108246226291
leaf_weight=0.0011088637798854189 0.0013132357538349886 0.0010676192847521417 0.0010629747822353958 0.0016904761607663395 0.0018163238878797471
leaf_count=169 192 107 1940 285 428
internal_value=0 -0.00180085 -0.00688663 0.000491864 0.00501025
internal_weight=0 0.00674626 0.00386231 0.00279934 0.00288394
internal_count=3121 2929 2394 454 535
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=7
num_cat=0
split_feature=42 49 1 4 1 0
split_gain=1.28527e-05 2.81641e-05 2.98031e-05 2.87299e-05 2.39155e-05 1.89358e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.107145 0.047850000000000011
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0025994859247870841 -0.010074603229128041 0.016968851096036134 0.0182998074749809 -0.011383842924453902 -0.018336682824076848 -0.0017450827737466078
leaf_weight=0.0010939017788038296 0.0010988171539575509 0.0011002405467140045 0.0013737244736041617 0.0012269666863135289 0.0010885673150088132 0.0010631845392846178
leaf_count=434 630 1126 239 401 142 149
internal_value=0 0.0015646 0.00587428 0.00083969 -0.00784301 0.00777215
internal_weight=0 0.00694659 0.00476412 0.00339039 0.00218247 0.00216343
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=7
num_cat=0
split_feature=52 160 3 0 16 0
split_gain=1.2514e-05 2.24145e-05 4.39113e-05 6.18312e-05 4.26561e-05 1.95888e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 -0.056919999999999991 -0.16360999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.014949734410824115 -0.0098219249394865312 -0.016181051322602506 -0.0043552950160559495 0.024582179394457029 -0.019531471414296477 0.014136476295625269
leaf_weight=0.001059701452866291 0.0011211982953010713 0.0014169396073442494 0.0011472291432678839 0.0011014077338525469 0.001041169520267362 0.0011442306241125904
leaf_count=495 501 236 106 132 630 1021
internal_value=0 0.00156757 -0.000856143 0.00404108 -0.00274759 0.00487849
internal_weight=0 0.00691068 0.00585098 0.00443404 0.00333263 0.00229146
internal_count=3121 2620 2125 1889 1757 1127
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=7
num_cat=0
split_feature=2 13 15 1 1 4
split_gain=1.55308e-05 2.35472e-05 3.42862e-05 4.53251e-05 6.78065e-05 4.44743e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.11181500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00020913193077755281 -0.00033841801619363573 0.00019322502736432231 -0.00041769157887136397 2.3774373992452797e-05 -0.00021389301115932284 0.00059338630336311837
leaf_weight=0.0011304659910200921 0.0013058017658179009 0.0013848630970449034 0.0010217373010409049 0.0010200928744617714 0.0016351816700884135 0.0010902401980446047
leaf_count=199 788 205 1110 347 316 156
internal_value=0 -3.74979e-05 -9.01105e-05 -2.38502e-05 8.58178e-05 0.000318047
internal_weight=0 0.00745792 0.00607305 0.00505132 0.00374551 0.00211033
internal_count=3121 2922 2717 1607 819 503
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.34309e-05 5.19065e-05 4.9115e-05 7.57382e-05 4.70772e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.13309499999999996 0.083060000000000009 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.014126635172021959 -0.015564776562052489 -0.024195612703326579 0.026243144192933856 -0.0036039065377683442 0.0036633965078240504
leaf_weight=0.0010395075311301575 0.0010304584341151997 0.0014422857455607839 0.0014979736157036522 0.0019659919333848428 0.0010468175286198001
leaf_count=174 165 1915 488 290 89
internal_value=0 -0.0046413 0.00360167 0.00930329 -0.0124792
internal_weight=0 0.00352861 0.00449442 0.00346397 0.0024891
internal_count=3121 2178 943 778 2004
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=6
num_cat=0
split_feature=15 150 16 52 0
split_gain=1.22518e-05 2.13372e-05 4.76688e-05 3.56458e-05 5.83408e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.27167499999999994 0.10347000000000002 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.009623003153317362 -0.023196308457734266 0.0087669214739149823 0.0061203946790586647 0.01615835288564757 -0.021448844398340813
leaf_weight=0.0011310652257329286 0.0010954755245038755 0.0015381544024218484 0.0018911933497870843 0.001052670018547754 0.001291938438615578
leaf_count=253 183 397 1555 443 290
internal_value=0 -0.00160893 -0.00460252 0.00020626 -0.00506914
internal_weight=0 0.00686943 0.00533128 0.0042358 0.00318313
internal_count=3121 2868 2471 2288 1845
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=6
num_cat=0
split_feature=52 13 1 15 1
split_gain=1.35164e-05 2.20281e-05 1.86296e-05 6.96429e-05 1.03378e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997 0.090475000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0032637235380581471 -0.010219477231135818 0.01804286011791055 -0.010152589809731959 -0.0123460124818926 0.01743132120768337
leaf_weight=0.0010384167835887984 0.0011174605713205298 0.0014962424403698212 0.0017893878702424028 0.0015204847286059296 0.0010218566842996437
leaf_count=545 501 611 250 983 231
internal_value=0 0.00163974 -0.00206869 0.00272632 0.0102906
internal_weight=0 0.00686639 0.00480612 0.00301673 0.00206027
internal_count=3121 2620 1844 1594 776
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=7
num_cat=0
split_feature=159 15 4 2 13 4
split_gain=4.28634e-05 3.88001e-05 4.54622e-05 6.49308e-05 4.13325e-05 5.93205e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.098655000000000007 0.10981000000000002 -0.063184999999999977 -0.047864999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00037399520360078555 0.00034091953088166054 -0.00032807940963362325 -0.00028901417715114671 0.00050990093107656533 -0.00020904585254285455 0.0003994494760892697
leaf_weight=0.0010301548322298746 0.0014515995095495436 0.0012543644606907169 0.0017014709374550754 0.0010695108108432277 0.0011784178278931915 0.0012904955440464561
leaf_count=509 321 785 260 288 680 278
internal_value=0 5.11068e-05 -1.36723e-05 8.40759e-05 -3.82423e-05 0.000109013
internal_weight=0 0.00794586 0.00649426 0.00479279 0.00372328 0.00246891
internal_count=3121 2612 2291 2031 1743 958
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.16869e-05 2.44771e-05 3.16998e-05 6.7759e-05 6.04675e-05
threshold=0.11217000000000001 0.15891500000000003 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012003698311261355 0.0074872694546519172 -0.016139005952513982 -0.01622391127185396 -0.00066538475719463879 0.028533206442504441
leaf_weight=0.0014249642470385493 0.0016478527318555839 0.0010220411873093031 0.0010540968733839195 0.001465606224114362 0.0013743198673384833
leaf_count=843 217 438 284 1087 252
internal_value=0 -0.00196539 0.000758066 0.00542806 0.0134646
internal_weight=0 0.00634103 0.00531899 0.00389402 0.00283993
internal_count=3121 2904 2466 1623 1339
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 2 3
split_gain=4.18815e-05 6.25031e-05 4.28478e-05 0.000101686 4.39165e-05 9.39455e-05 4.117e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.088875000000000023 -0.016799999999999995 0.10097500000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00037340918331914719 0.00049555171886936844 -0.00032123512867524148 -0.00034056540741376112 0.00060180792975656362 3.591767661069104e-05 -0.00040478704610349899 0.00059591648582574459
leaf_weight=0.0010322214567146789 0.001037021143394279 0.0014443007236536595 0.0015322089734977834 0.0010693299299151787 0.0010153925515406941 0.0010680659637794321 0.001003628552735726
leaf_count=509 224 132 595 351 947 223 140
internal_value=0 4.57606e-05 -1.96324e-05 5.69424e-05 -6.91896e-05 6.55019e-05 0.000314286
internal_weight=0 0.00816995 0.00713293 0.00568863 0.0046193 0.00308709 0.00201902
internal_count=3121 2612 2388 2256 1905 1310 1087
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=6
num_cat=0
split_feature=52 51 42 2 13
split_gain=1.32972e-05 2.21794e-05 2.60067e-05 4.00523e-05 9.41794e-05
threshold=-0.081429999999999989 0.020580000000000005 1.0000000180025095e-35 0.10613000000000002 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0077868076948562036 0.032701944157118787 -0.013666402772001688 -0.010439049774477757 -0.0082322092436567986 -0.0088163183450591393
leaf_weight=0.0017162806354494523 0.0011997579808230693 0.0013197564692153246 0.0014325248980751565 0.0013201862788714369 0.0010032109623509717
leaf_count=771 536 394 1033 223 164
internal_value=0 -0.00214627 0.000921678 0.00554098 0.0137949
internal_weight=0 0.00627544 0.00495568 0.00352316 0.00220297
internal_count=3121 2350 1956 923 700
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=7
num_cat=0
split_feature=159 15 52 49 15 0
split_gain=2.94561e-05 3.98841e-05 3.2994e-05 5.77815e-05 5.42784e-05 8.06534e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.10024500000000001 -0.026779999999999995 -0.055554999999999993 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00031977751446490724 0.00040133862537814087 0.00020014371098788772 0.00029903180553998943 -0.00051388477319008535 0.00033706781461142479 -0.00036970235723992538
leaf_weight=0.0010080428424179147 0.0010040174281512066 0.0019674785007791655 0.0010766438511111923 0.0014438582648990663 0.0011758201884768599 0.0013150101080099364
leaf_count=509 224 385 269 532 978 224
internal_value=0 3.59362e-05 -1.6633e-05 -7.4215e-05 -0.000211404 -3.60648e-05
internal_weight=0 0.00798283 0.00697881 0.00590217 0.00393469 0.00249083
internal_count=3121 2612 2388 2119 1734 1202
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=7
num_cat=0
split_feature=147 52 0 4 1 2
split_gain=1.28663e-05 3.0819e-05 2.94432e-05 2.11474e-05 2.07722e-05 6.34295e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.062294999999999996 -0.35136499999999998 0.11181500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.01593189180992392 0.010254345799838522 -0.017587056636239464 -0.0003218090229294165 0.018633449287820823 -0.014874984675125581 0.017434659889344509
leaf_weight=0.0011147781324056217 0.0010588742311054156 0.0010250486346777814 0.0010986612011986529 0.0012676866053825352 0.0012607599140793358 0.0011652585232849952
leaf_count=1198 183 496 188 274 206 576
internal_value=0 -0.00158077 0.00119675 0.0098328 -0.0045748 0.00112075
internal_weight=0 0.00693219 0.00590714 0.00236635 0.0035408 0.00228004
internal_count=3121 2938 2442 462 1980 1774
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=7
num_cat=0
split_feature=159 15 52 16 2 0
split_gain=3.50622e-05 5.08504e-05 4.36014e-05 4.10749e-05 7.25783e-05 2.99563e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.10925999999999998 -0.084119999999999986 0.096540000000000015 -0.18113999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=-0.000345885441517836 0.00045225537103553865 -0.00038613314647609366 -0.00037834876662932375 -9.2517695317678484e-05 0.00052799294202881988 3.0168663343026507e-05
leaf_weight=0.0010156430175214575 0.0010094033900132048 0.0010535988287881503 0.0010615540481224706 0.0014690162051866312 0.0014303656623979519 0.0019723844637202525
leaf_count=509 224 537 90 817 244 700
internal_value=0 4.08761e-05 -1.85561e-05 4.67158e-05 0.000213602 -0.000112769
internal_weight=0 0.00799632 0.00698692 0.00593332 0.00289938 0.00303394
internal_count=3121 2612 2388 1851 1061 790
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=2.04954e-05 2.67487e-05 4.13722e-05 4.97549e-05 5.46846e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0002343021434690064 -0.00017868507219021275 0.00038898043277608025 0.00010463747740385838 0.0002957341104336102 -0.00043574522416838538
leaf_weight=0.0012277854528474985 0.0016870245093433224 0.0014488398733869794 0.0015697107314956245 0.0015096432908505695 0.0013300287326643426
leaf_count=862 828 482 466 180 303
internal_value=0 3.88687e-05 0.000101519 7.06446e-06 -0.000143221
internal_weight=0 0.00754525 0.00585822 0.00440938 0.00289974
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=7
num_cat=0
split_feature=159 47 0 2 3 13
split_gain=3.54415e-05 5.32576e-05 4.63487e-05 0.000125612 5.5315e-05 8.56876e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.15202999999999997 0.11093500000000002 -0.13309499999999996 -0.033284999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00034900423327726364 -0.00030536706490855202 0.00037762383108035514 -0.00048233956102819545 0.00065045822812237497 -0.00031899408827553219 0.00037257897551483963
leaf_weight=0.0010320091219528588 0.001807214869701269 0.0014487887131966965 0.0010745775013553853 0.0010861036653014348 0.0013195436859526693 0.0014410566817430108
leaf_count=509 186 202 164 383 914 763
internal_value=0 3.66097e-05 -3.68179e-05 6.17999e-05 -0.000104905 4.20129e-05
internal_weight=0 0.00817729 0.0067285 0.00492128 0.00383518 0.0027606
internal_count=3121 2612 2410 2224 1841 1677
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=6
num_cat=0
split_feature=52 0 47 150 0
split_gain=1.35425e-05 3.81273e-05 3.57263e-05 3.80507e-05 4.13114e-05
threshold=0.10744000000000002 0.11070500000000001 0.077555000000000013 0.086615000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0034623630930741113 0.009138195086040515 -0.019717548364374452 -0.010559228684817604 -0.0068205122810949762 0.029431175055853
leaf_weight=0.0015320061445106418 0.0013446917384219463 0.0010142374933745334 0.0017471263752100027 0.0013684632405039578 0.0010207319874027292
leaf_count=831 553 138 356 293 950
internal_value=0 -0.00186074 0.00133439 0.0066337 0.0138462
internal_weight=0 0.00668257 0.00566833 0.0039212 0.00255274
internal_count=3121 2568 2430 2074 1781
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=6
num_cat=0
split_feature=4 15 151 16 1
split_gain=1.19203e-05 4.12017e-05 3.22816e-05 5.97555e-05 2.25058e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 0.083835000000000007
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.013127010551896795 0.017496215388528049 -0.0086652075717628726 -0.026720139361588843 0.0076495630533096369 -0.0086106809374066791
leaf_weight=0.0010613867229504262 0.0013488237613084829 0.0010872429626267047 0.0010840920103916689 0.0018613490801773012 0.0015685211776262622
leaf_count=463 266 160 501 1070 661
internal_value=0 0.00582009 -0.00256518 -0.00625495 0.000213557
internal_weight=0 0.00243607 0.00557535 0.00451396 0.00342987
internal_count=3121 426 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=8
num_cat=0
split_feature=159 15 52 12 4 47 52
split_gain=5.48991e-05 4.53935e-05 3.57402e-05 5.47452e-05 6.68532e-05 5.27422e-05 6.18788e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.10024500000000001 -1.0000000180025095e-35 -0.10429499999999998 0.090280000000000013 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042053021087000143 0.0004412719769662654 -0.00044250556319083727 0.00032881322949786674 -0.0003736194186240078 8.0985937958080808e-06 -0.00020331994869819935 0.00061590533895651035
leaf_weight=0.0010567557752770547 0.0010204392254126674 0.0011607625605868028 0.0010704188569432534 0.0011810340656479455 0.0012751755206316861 0.001067287708206438 0.0013009927751820981
leaf_count=509 224 252 269 243 590 197 837
internal_value=0 5.47259e-05 -1.179e-06 -6.01957e-05 3.17873e-05 0.000163201 0.000315048
internal_weight=0 0.00807611 0.00705567 0.00598525 0.00482449 0.00364346 0.00257617
internal_count=3121 2612 2388 2119 1867 1624 1427
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=8
num_cat=0
split_feature=14 15 4 15 16 13 2
split_gain=5.08542e-05 9.39038e-05 5.96166e-05 0.000107747 4.27874e-05 6.51644e-05 6.76598e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.095244999999999982 -0.013324999999999998 0.038215000000000006 0.096540000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042365387376605069 0.00059582798821680217 0.00062220110010979541 -0.00047419727385189926 -0.00032039095765672658 -0.00047416502591842791 0.00042337013905601221 0.00021733122752884984
leaf_weight=0.0010153070208222649 0.0010281431040448756 0.0010066736844514456 0.0010305067457847062 0.0018260044914045373 0.0011544690088305842 0.0011813725764373536 0.0010288199869270915
leaf_count=161 231 223 148 1314 576 196 272
internal_value=0 4.13754e-05 -3.74941e-05 3.51218e-05 -7.87359e-05 5.24105e-05 -0.000148315
internal_weight=0 0.00825599 0.00722785 0.00619734 0.00519067 0.00336466 0.00218329
internal_count=3121 2960 2729 2581 2358 1044 848
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=6
num_cat=0
split_feature=0 4 43 13 4
split_gain=1.80518e-05 3.21632e-05 5.03773e-05 4.95641e-05 3.28851e-05
threshold=0.056435000000000006 -0.064804999999999988 -0.079734999999999986 -0.059629999999999996 0.41555500000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0003278911658439226 0.00017565672249746233 -0.00031458800294554022 0.0004359391362535842 0.00012805463091788619 -0.00030268232142598714
leaf_weight=0.0012978704668902006 0.0017052240124163917 0.0013626217638840832 0.0013115074288618657 0.0019732498147784802 0.0010409302005213918
leaf_count=1086 204 754 554 444 79
internal_value=0 -4.93653e-05 1.41845e-05 0.00011775 -2.0698e-05
internal_weight=0 0.00698618 0.00568831 0.00432569 0.00301418
internal_count=3121 2917 1831 1077 523
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=7
num_cat=0
split_feature=52 4 15 1 0 15
split_gain=1.83037e-05 5.23661e-05 4.19556e-05 5.83367e-05 4.00738e-05 3.53652e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 0.11181500000000001 -0.10836499999999999 0.024640000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00046073968560969054 0.00019385531864410337 0.00014690436030979361 0.00047187311622719062 -0.00059949100670116931 -5.8103746135535439e-05 -2.9917327825087021e-05
leaf_weight=0.0010086091361702423 0.001468262978462251 0.0019555970578102556 0.0011720891516684138 0.0010312884262183401 0.0010721430596648228 0.001001315378154725
leaf_count=198 553 863 273 112 214 908
internal_value=0 -4.62424e-05 2.08366e-05 -9.68847e-05 -0.00032354 0.000240692
internal_weight=0 0.00724104 0.00623243 0.00405903 0.00210343 0.0021734
internal_count=3121 2568 2370 1189 326 1181
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=7
num_cat=0
split_feature=52 457 3 12 3 43
split_gain=2.77787e-05 5.19678e-05 4.54004e-05 0.000142373 9.91288e-05 7.09497e-05
threshold=-0.088204999999999992 0.045365000000000009 0.088060000000000013 0.09334000000000002 0.13524500000000003 -0.00045499999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00022769435964241897 0.00010227179829777916 0.00045477728310364433 -0.00066442762353887579 -0.00037730380832792944 0.00014843575533963444 0.00075428947470447061
leaf_weight=0.0016238760284613936 0.0014665207032460899 0.0010720617991079638 0.0010812495714603858 0.0014594804458830748 0.0012363222923840269 0.0011407441669986061
leaf_count=680 1086 219 84 579 140 333
internal_value=0 5.53109e-05 -1.17679e-05 0.000113055 -0.000230801 0.000387546
internal_weight=0 0.00745638 0.00638432 0.00406675 0.00231757 0.00260726
internal_count=3121 2441 2222 1998 224 1419
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=7
num_cat=0
split_feature=159 15 49 12 42 2
split_gain=3.90477e-05 5.43369e-05 3.57527e-05 4.93933e-05 6.39118e-05 5.21583e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.081404999999999991 -0.029094999999999999 0.084050000000000014 0.096325000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.00036677811609665524 0.00046668827262218556 0.00032207078714579585 -0.00047401124837987704 0.00038290280734671153 -0.00035411034421227054 -9.1807612939781813e-05
leaf_weight=0.0010098871926808002 0.0010133071957842358 0.0010084798716026517 0.0010026901168538847 0.0017557316497832304 0.001385073461267474 0.0018044029030865447
leaf_count=509 224 223 177 787 836 365
internal_value=0 4.24812e-05 -1.93113e-05 -7.71934e-05 3.26535e-06 0.000142303
internal_weight=0 0.00796969 0.00695638 0.0059479 0.00494521 0.00356013
internal_count=3121 2612 2388 2165 1988 1152
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=7
num_cat=0
split_feature=159 1 42 3 2 1
split_gain=3.66938e-05 3.8844e-05 5.47821e-05 6.98376e-05 3.43358e-05 4.47381e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00035469378304248188 0.00052654279329749233 0.00034453486936304495 -0.00030111135372807977 0.0004149155807510098 -0.00028388178474043885 -0.00015529347325992187
leaf_weight=0.0010048811854080691 0.0010998016161732171 0.0013599870816580917 0.0018876138345877745 0.0010074494493033331 0.0013570746749231857 0.0011139640123604656
leaf_count=509 235 237 1091 540 228 281
internal_value=0 4.33229e-05 -2.00317e-05 9.58565e-05 -4.03145e-05 0.000115496
internal_weight=0 0.00782589 0.0064659 0.00457829 0.00347849 0.00212141
internal_count=3121 2612 2375 1284 1049 821
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=8
num_cat=0
split_feature=48 12 3 2 16 52 2
split_gain=5.4847e-05 7.53147e-05 7.06075e-05 4.53748e-05 5.37094e-05 3.68006e-05 5.37697e-05
threshold=-0.032929999999999994 0.09334000000000002 -0.077774999999999983 0.10222000000000002 -0.074319999999999983 -0.085264999999999994 0.086950000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00043352364018565427 -0.00039495377219786313 -0.00068072994783536069 1.6417190612508974e-05 -1.5680748019814694e-05 0.00057600277377749969 0.00028821551470592835 -0.00026663027669707716
leaf_weight=0.001002101189599011 0.0010011863029540033 0.0012094200716124979 0.0010378733610157894 0.0012048566433476128 0.0011555187266933937 0.0015294210008302373 0.0011971187990540851
leaf_count=180 325 394 405 218 242 870 487
internal_value=0 -5.19913e-05 -0.000358765 6.12476e-05 0.000273977 -7.34516e-05 4.46041e-05
internal_weight=0 0.00833539 0.00224729 0.0060881 0.00236038 0.00372773 0.00272654
internal_count=3121 2941 799 2142 460 1682 1357
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.21937e-05 4.78093e-05 4.73595e-05 6.73147e-05 4.02959e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.13309499999999996 0.083060000000000009 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.013478255204821533 -0.015321564626596038 -0.022578932442583678 0.024839429811075932 -0.0031334443144650117 0.0030123625279261539
leaf_weight=0.00105583338637709 0.0010409423616545149 0.0014687971680889447 0.0015164384679232376 0.0019881375226581243 0.0010588354935425273
leaf_count=174 165 1915 488 290 89
internal_value=0 -0.00439337 0.00340751 0.00897049 -0.0118586
internal_weight=0 0.00358347 0.00454552 0.00350458 0.00252763
internal_count=3121 2178 943 778 2004
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=6
num_cat=0
split_feature=42 51 2 13 4
split_gain=1.18023e-05 2.64462e-05 3.07527e-05 3.44259e-05 8.72215e-05
threshold=0.092620000000000022 -0.076794999999999988 0.11144000000000001 -0.084319999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012553662641253023 -0.0096296421725787212 -0.015334881113009355 0.015721487008655288 0.024294563365904982 -0.0095839539007604047
leaf_weight=0.0011256986366844409 0.0011056229629418952 0.001125162354465459 0.001657020001557593 0.0013406155504621742 0.0017544450958797127
leaf_count=446 630 526 294 889 336
internal_value=0 0.00148796 0.00417742 -0.000355214 0.00509042
internal_weight=0 0.00700294 0.00587724 0.00422022 0.00309506
internal_count=3121 2491 2045 1751 1225
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=6
num_cat=0
split_feature=4 15 151 16 16
split_gain=1.26575e-05 3.51995e-05 2.81278e-05 5.08872e-05 2.10976e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 0.16703000000000004
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.011983546550065692 0.016723230626946306 -0.0073296566236940352 -0.024885032545513667 0.0068082365737016891 -0.0088882956642404327
leaf_weight=0.001066297598898933 0.0013594569635664113 0.001101298852718952 0.0010919027492183324 0.0019361914002850114 0.001535307115331613
leaf_count=463 266 160 501 1310 421
internal_value=0 0.00595848 -0.00263926 -0.00605606 -0.000133722
internal_weight=0 0.00246076 0.0056297 0.0045634 0.0034715
internal_count=3121 426 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=159 2 0 4 0 0 2
split_gain=5.28127e-05 3.37295e-05 8.5293e-05 4.44384e-05 7.43255e-05 4.25826e-05 2.76888e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.0052350000000000009 -0.10607499999999999 -0.069444999999999993 0.11293500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=-0.00042185409418816827 -0.00056236390495579061 -0.00021923427026457511 0.00020611798459203994 0.00051530528286099946 -0.00017008003130472847 6.1477207482084191e-06 0.0006454422233645844
leaf_weight=0.001020192327609421 0.0010012483052343891 0.0012100005450883726 0.0010893902655639783 0.0010438605688335221 0.0014579269774364473 0.0010251894347879258 0.0011171998297535941
leaf_count=509 1263 120 310 119 222 192 386
internal_value=0 5.20511e-05 0.000199133 -5.89239e-05 0.000115894 -0.00027475 0.000428548
internal_weight=0 0.00794482 0.00341659 0.00452823 0.00250179 0.00202644 0.00220659
internal_count=3121 2612 816 1796 341 1455 696
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=6
num_cat=0
split_feature=0 4 43 13 16
split_gain=1.14057e-05 2.94953e-05 4.26923e-05 4.52051e-05 2.91591e-05
threshold=0.056435000000000006 -0.064804999999999988 -0.079734999999999986 -0.059629999999999996 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.016023196733246245 0.0075693408758019283 -0.014711302615494665 0.022401393031325868 -0.0092699834005292078 0.011363802423483997
leaf_weight=0.0012019828971438279 0.0015896354092873851 0.0012639148442840495 0.0012228704288758394 0.001635138741554965 0.0011784993086048352
leaf_count=1086 204 754 554 244 279
internal_value=0 -0.00188006 0.00132719 0.00634918 -0.000627471
internal_weight=0 0.00650241 0.00530042 0.00403651 0.00281364
internal_count=3121 2917 1831 1077 523
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=3.64802e-05 4.13906e-05 4.98392e-05 5.75652e-05 6.40186e-05 8.06951e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00034681043220547586 -0.00050699534788775386 0.00038631648715690666 0.00034053895586696445 0.00048198476273254528 -0.0003375808375212239 -0.00016313878594454261
leaf_weight=0.0010255105870784148 0.0010479197327208506 0.0011719655512665806 0.0012472540160077539 0.001529553704820955 0.0014252830661293952 0.001454167224016369
leaf_count=509 615 216 176 1050 269 286
internal_value=0 4.63476e-05 -1.30828e-05 -9.39079e-05 4.27358e-06 0.000167573
internal_weight=0 0.00787614 0.00670418 0.00545692 0.004409 0.00298372
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=7
num_cat=0
split_feature=147 52 151 4 1 3
split_gain=1.68663e-05 3.08574e-05 3.60363e-05 3.78204e-05 5.92267e-05 4.9074e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.0083949999999999979 0.24564500000000003 0.086560000000000012 -0.028564999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00032617025081323333 0.00021304402883835804 -0.00034398545245564087 -8.2185728522213679e-05 0.00037220675359031128 -0.00029836622139507913 0.00048186759167981411
leaf_weight=0.0010255231820800155 0.0011471561537026737 0.0011098287154620058 0.0012651114042125317 0.0012588451273928495 0.001682500742194407 0.0011162801417870807
leaf_count=368 183 496 1134 245 585 110
internal_value=0 -4.23414e-05 1.03933e-05 7.52384e-05 -1.67515e-05 0.000182215
internal_weight=0 0.00745809 0.00634826 0.00532274 0.00406389 0.00238139
internal_count=3121 2938 2442 2074 1829 1244
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=7
num_cat=0
split_feature=147 151 4 1 3 13
split_gain=1.23075e-05 2.92017e-05 4.8731e-05 3.30173e-05 4.06614e-05 3.72715e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.086560000000000012 0.076840000000000006 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.016955137927501942 0.0099354865844118526 -0.0093473146672046759 0.017326951363368575 0.00099317963213042143 -0.027289070210648799 0.015020377504528832
leaf_weight=0.0010472969793102116 0.0010754718658263973 0.0011681026799230023 0.0014194233844614847 0.0010007300621331329 0.0010331479344467612 0.0013567725639275297
leaf_count=412 183 833 316 569 134 674
internal_value=0 -0.00155177 0.0011467 -0.00389122 -0.0133733 0.00374696
internal_weight=0 0.00702547 0.00597818 0.00455875 0.00203388 0.00252488
internal_count=3121 2938 2526 2210 703 1507
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=7
num_cat=0
split_feature=159 1 42 3 150 2
split_gain=3.93272e-05 3.3766e-05 4.95853e-05 6.30583e-05 4.7013e-05 4.94085e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.076925000000000007 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036904812937674306 0.0005075917923341081 0.00032610877180977384 -0.00028367217809465475 -0.00049230444878502395 0.00032442264118329677 6.5379794972385079e-05
leaf_weight=0.0010066717394782146 0.0010831571475028827 0.0013392190276518591 0.0018840795354985998 0.0010866385763311219 0.001001766297690403 0.0013947314028998111
leaf_count=509 235 237 1091 632 157 260
internal_value=0 4.27876e-05 -1.60353e-05 9.43933e-05 -3.40998e-05 -0.000178841
internal_weight=0 0.00778959 0.00645037 0.00456629 0.00348314 0.00248137
internal_count=3121 2612 2375 1284 1049 892
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=6
num_cat=0
split_feature=457 1 4 12 13
split_gain=1.35677e-05 2.6984e-05 4.98182e-05 3.00089e-05 1.89968e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.051320000000000005 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.012899765770135258 0.010307451601878549 0.017653527128241479 -0.019338526310038094 -0.0039242465092865437 -0.0044867016210199985
leaf_weight=0.0010328239521131711 0.0010977487246760466 0.0012437138254695183 0.0017775272658236054 0.0013377929154609644 0.001605029304459349
leaf_count=458 289 297 634 157 1286
internal_value=0 -0.00165027 -0.00639874 0.00647146 0.00232079
internal_weight=0 0.00699689 0.00441538 0.00258151 0.00263785
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=5
num_cat=0
split_feature=49 52 2 15
split_gain=1.23873e-05 2.21862e-05 6.28894e-05 6.14144e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0071517409678561739 -0.010614389311664696 0.010109010818474014 -0.020119911752137447 0.016889066205086511
leaf_weight=0.0018530563289104957 0.0016130284184819302 0.0011916096538245879 0.0017890340896884937 0.0016346669132149101
leaf_count=425 601 504 539 1052
internal_value=0 -0.0021615 -0.0050645 0.00322896
internal_weight=0 0.00622834 0.00503673 0.0032477
internal_count=3121 2696 2192 1653
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=5
num_cat=0
split_feature=4 52 16 16
split_gain=1.29853e-05 3.154e-05 3.10982e-05 2.30359e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.0039400000000000008 -0.48836499999999994
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=-0.013806035758082234 0.018188084537603816 0.0075794602855997588 0.0045197512160552109 -0.0092971099440384442
leaf_weight=0.0017992646026199427 0.0011146936293207226 0.001535554107029575 0.0019079163990104271 0.0017088761723856737
leaf_count=1617 218 274 617 395
internal_value=0 0.00367624 -0.00437459 -0.00130961
internal_weight=0 0.00435912 0.00370718 0.00324443
internal_count=3121 887 2234 669
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=7
num_cat=0
split_feature=16 160 16 151 12 1
split_gain=1.43815e-05 7.51941e-05 4.29496e-05 3.19962e-05 3.99128e-05 2.19304e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.23311500000000004 -0.0083949999999999979 0.092355000000000007 0.10439500000000002
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.010788072797080774 0.017171025430764288 -0.02512815102142715 0.00031222711010603664 0.0072326573737722796 -0.0063462048389958808 0.027858474049197685
leaf_weight=0.001091011392464431 0.001128058677952203 0.0014654476937406066 0.0012128161097652375 0.0010596738558523596 0.0010961049498203566 0.0010038191367747148
leaf_count=207 520 564 389 801 419 221
internal_value=0 -0.00448606 -0.0136078 0.00397663 0.0090749 0.0172664
internal_weight=0 0.00380632 0.00267826 0.00425061 0.0031596 0.00206349
internal_count=3121 1473 953 1648 1441 1022
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=6
num_cat=0
split_feature=49 42 3 12 15
split_gain=2.04004e-05 3.99821e-05 2.87853e-05 9.25577e-05 7.09302e-05
threshold=-0.043469999999999995 0.090835000000000013 0.095270000000000007 0.079890000000000017 -0.018314999999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.00017743700620961576 0.00050283633331719263 -0.00040277672670545312 -0.00046387733114553598 -0.00015212405182573357 0.00023079395926738113
leaf_weight=0.0019904463792857095 0.0014614740261131211 0.0010361609045379163 0.0012659277900564721 0.0019185247797405876 0.0010207873726422166
leaf_count=425 276 663 166 1508 83
internal_value=0 -4.86294e-05 1.61266e-05 0.000131074 -0.000153777
internal_weight=0 0.00670287 0.00566671 0.00338 0.00228672
internal_count=3121 2696 2033 1784 249
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.56478e-05 4.19563e-05 4.79047e-05 6.95072e-05 4.02774e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.084100000000000022 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0083170618604904729 -0.0056401214728204934 -0.021307929471981801 0.03735071213761209 0.0028998007929004564 0.0043519347063290378
leaf_weight=0.0017710160629734279 0.0014260607812280643 0.001169286301102323 0.0010166206509818086 0.0013814201298964104 0.0012828533817751762
leaf_count=970 137 447 278 914 375
internal_value=0 0.00232655 0.00887377 0.0175049 -0.0078838
internal_weight=0 0.00627624 0.0038241 0.00239804 0.00245214
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=6
num_cat=0
split_feature=160 16 0 13 52
split_gain=1.26989e-05 3.41326e-05 3.90938e-05 6.89272e-05 3.28924e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.0076650000000000008 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0074905567936027666 -0.0050777304944672795 -0.016854986633525047 0.030330308317107625 -0.0041147291443547653 0.0066856507291109743
leaf_weight=0.0017698521464899987 0.0014256298375555964 0.0014342541617798437 0.0013823942612677426 0.0010020616612361598 0.0010126103152272043
leaf_count=970 137 742 1009 183 80
internal_value=0 0.00210356 0.00802246 0.0158549 -0.00711293
internal_weight=0 0.00625695 0.00381009 0.00238446 0.00244686
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=6
num_cat=0
split_feature=13 1 43 47 16
split_gain=1.44273e-05 2.59308e-05 4.21824e-05 7.65626e-05 4.36757e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013467687437117255 0.008270221726791125 0.018935241105987627 0.019992131046368058 -0.025103903902407954 -0.006084587209745836
leaf_weight=0.0015417333530387128 0.0016668014902216487 0.0010706479893169952 0.0011932017374153181 0.0011454446264754785 0.001391137572585821
leaf_count=1500 217 445 223 200 536
internal_value=0 -0.00218468 0.00143904 -0.00358331 0.00595516
internal_weight=0 0.00634217 0.00480043 0.00372978 0.00258434
internal_count=3121 2904 1404 959 759
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=7
num_cat=0
split_feature=52 13 13 2 16 1
split_gain=1.37166e-05 2.32184e-05 2.20009e-05 2.35123e-05 4.17809e-05 9.34894e-06
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.088704999999999992 0.090475000000000014
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0039008930748231658 -0.010326758880117012 0.0045505045210621287 0.007876145508464806 0.0018209082524909964 -0.026253327403627291 0.017414729381570355
leaf_weight=0.0010359458189333464 0.001109400042419841 0.0011942585899359921 0.0015112968393946264 0.0010052817174616843 0.0011214905138524566 0.0010120283107977607
leaf_count=545 501 542 179 266 857 231
internal_value=0 0.00165555 -0.00212623 -0.006678 -0.0129832 0.0105789
internal_weight=0 0.0068803 0.00483233 0.00332103 0.00212677 0.00204797
internal_count=3121 2620 1844 1665 1123 776
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=8
num_cat=0
split_feature=159 2 150 0 2 15 12
split_gain=3.92914e-05 4.36833e-05 6.61763e-05 7.30266e-05 5.25038e-05 4.66804e-05 3.84413e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.14920999999999998 0.10981000000000002 -0.016799999999999995 0.092855000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00037216401702841023 -0.00058491973938434416 -0.0004151009589272461 0.00055228543458688516 -2.1582842557178504e-05 0.00054713520410313307 0.00016453846386360932 -4.5531355200923255e-05
leaf_weight=0.0010044464931838236 0.0010316777845132559 0.0010400565947790508 0.0012173995952959012 0.0016116003043358913 0.0010185380133888231 0.0012307347805405851 0.0010007523930575597
leaf_count=509 371 102 222 611 362 835 109
internal_value=0 3.88439e-05 0.000156134 2.47307e-05 0.000198657 -0.000136834 -0.000319329
internal_weight=0 0.00815076 0.00488759 0.00367019 0.00263014 0.00326316 0.00203243
internal_count=3121 2612 1297 1075 973 1315 480
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=6
num_cat=0
split_feature=52 160 13 4 4
split_gain=1.25388e-05 2.2864e-05 3.12076e-05 3.53367e-05 4.23415e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.2623950000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0075299229545824024 -0.014325688984723124 0.011874755401155379 -0.017731872533550772 0.017919807290495453 -0.010850402092037355
leaf_weight=0.001727237797962757 0.0012284929258671263 0.0017090553264891405 0.0012865255268617896 0.0010149084686882377 0.0010313859196942237
leaf_count=771 825 431 790 146 158
internal_value=0 -0.00209252 0.000888185 -0.00474568 0.00341887
internal_weight=0 0.00627037 0.00504188 0.00333282 0.00204629
internal_count=3121 2350 1525 1094 304
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=7
num_cat=0
split_feature=159 1 42 3 150 2
split_gain=4.39066e-05 5.9752e-05 6.50193e-05 8.74949e-05 5.52783e-05 5.71527e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.076925000000000007 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.000390774402763388 0.00056954283129178284 0.00041213427301884693 -0.00033397829406778257 -0.00054789901172041947 0.00032606646395187536 4.5359282021122286e-05
leaf_weight=0.0010142877014740438 0.001116872041057987 0.0013882971720602091 0.0019693125307258929 0.0011112238354392076 0.0010192926885279271 0.0014248477183728715
leaf_count=509 235 237 1091 632 157 260
internal_value=0 4.21817e-05 -3.51503e-05 9.08035e-05 -5.95864e-05 -0.000214587
internal_weight=0 0.00802985 0.00664155 0.00467224 0.00355536 0.00253607
internal_count=3121 2612 2375 1284 1049 892
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=8
num_cat=0
split_feature=159 15 49 52 16 3 0
split_gain=2.81986e-05 4.11084e-05 3.6713e-05 6.14784e-05 9.60937e-05 3.93774e-05 3.03404e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.092399999999999982 -0.094359999999999986 0.076840000000000006 -0.14226499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0003114688894850367 0.00040550800369212994 0.00032177514852863389 -0.00051369597416868387 -0.0005471363122070182 6.3613508887977143e-05 0.00053785340601034983 -8.2069055604714358e-05
leaf_weight=0.0010236372374541553 0.0010027301548944023 0.0010377539238653121 0.0010298910560918246 0.0010049918236113772 0.0016973618784110059 0.0011155615465748073 0.0011639518898562719
leaf_count=509 224 233 518 111 1144 85 297
internal_value=0 3.40377e-05 -1.88007e-05 -7.75911e-05 1.25639e-05 0.00025169 -0.00029756
internal_weight=0 0.00805224 0.00704951 0.00601176 0.00498187 0.00281292 0.00216894
internal_count=3121 2612 2388 2155 1637 1229 408
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=6
num_cat=0
split_feature=42 13 2 3 0
split_gain=1.19475e-05 2.8083e-05 2.51051e-05 4.35969e-05 3.12184e-05
threshold=0.092620000000000022 0.11217000000000001 0.099185000000000009 0.11924500000000002 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0056787500664476622 -0.0097085775237957042 0.014896443216527439 0.021024020647168296 -0.0054705341102427186 -0.015144441494759088
leaf_weight=0.0011337748573837163 0.001099047671153576 0.0012786246797593503 0.0010853594448255225 0.0014518771056047115 0.0019726569776224159
leaf_count=172 630 166 439 182 1532
internal_value=0 0.00151491 -0.0015168 0.0058631 -0.00754446
internal_weight=0 0.00692229 0.00564367 0.00253724 0.00310643
internal_count=3121 2491 2325 621 1704
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=7
num_cat=0
split_feature=16 160 3 0 52 48
split_gain=1.14498e-05 4.46593e-05 3.9652e-05 6.56523e-05 2.58749e-05 1.89306e-05
threshold=-0.008904999999999998 -0.013324999999999998 -0.13309499999999996 -0.11756999999999999 -1.0000000180025095e-35 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.020121545429780199 0.022000865784676381 -0.014536286564087239 -0.019211669821287972 0.017397586127173317 0.0068240504459012993 -0.00023778658269198755
leaf_weight=0.0010683043897875026 0.0010109682401591761 0.00107404690072686 0.0010519015285636261 0.0015498718293806557 0.0012015052601591508 0.001051447216260732
leaf_count=156 368 605 194 1555 116 127
internal_value=0 0.00451196 -0.00317497 0.00178068 -0.0032579 -0.00972678
internal_weight=0 0.00328652 0.00472152 0.00365322 0.00227555 0.00210335
internal_count=3121 1089 2032 1876 721 321
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=7
num_cat=0
split_feature=159 4 48 15 2 0
split_gain=2.77961e-05 4.40767e-05 4.37459e-05 6.8777e-05 6.83497e-05 5.15919e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.083985000000000018 -0.016799999999999995 0.10097500000000002 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00030114806828290298 -0.00053345361461427942 0.00031725220019489762 0.00022383719864118266 -9.9115716941288823e-05 -0.00039377581007620681 0.00051281369443924134
leaf_weight=0.0010183240187581323 0.001229657341856363 0.0017549086434176468 0.0017895776725516009 0.0010291597126714041 0.0010607870653965411 0.0010915167927772139
leaf_count=509 471 329 489 1003 219 101
internal_value=0 4.29111e-05 -3.47323e-05 -0.000139633 1.25812e-05 0.000215846
internal_weight=0 0.00795561 0.0062007 0.00441112 0.00318146 0.00212068
internal_count=3121 2612 2283 1794 1323 1104
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=7
num_cat=0
split_feature=1 3 15 0 3 3
split_gain=1.65762e-05 4.13764e-05 5.37408e-05 8.45245e-05 4.04262e-05 7.2563e-05
threshold=0.094385000000000011 -0.13309499999999996 -0.053579999999999996 -0.11756999999999999 -0.12018999999999998 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00021607859274274248 -0.000251584524299101 2.8351798047443304e-05 -0.00013184654743712151 0.00077938163608279971 -0.0006424144631433492 2.4770468908490184e-05
leaf_weight=0.0011250640081678018 0.001125724250081131 0.0013126288969358487 0.0013626611537183582 0.0010268423927653611 0.0010068756105628259 0.0016600133853848335
leaf_count=174 165 185 271 322 1845 159
internal_value=0 7.75998e-05 0.000177696 0.000357994 -9.56262e-05 -0.000227123
internal_weight=0 0.00482786 0.00370213 0.00233947 0.00379195 0.00266689
internal_count=3121 943 778 507 2178 2004
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.29479e-05 3.10382e-05 3.85132e-05 8.16133e-05 7.05638e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011917536518249014 0.010066339413688044 -0.016708077391704212 0.009794496101639483 0.02783023689870337 -0.021868259780538347
leaf_weight=0.001585644337193934 0.0010997430632029613 0.0011382953332864437 0.0017843929239644797 0.0012463372550920444 0.0011623481182520602
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00161502 0.00135801 0.00637826 -0.00269494
internal_weight=0 0.00691702 0.00577872 0.00419308 0.00294674
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=7
num_cat=0
split_feature=147 52 13 0 1 16
split_gain=1.56519e-05 4.15177e-05 3.60416e-05 3.62022e-05 7.40574e-05 1.97298e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.019414999999999998 0.11181500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=4.8871159734284217e-05 0.00021021864887482922 -0.00038512646018182988 4.1854321091123223e-05 0.00020218985317340744 -0.00059151324929052073 0.00042676857438910443
leaf_weight=0.0010820769994415009 0.0011540149777323483 0.0011101958845718164 0.0019098508543350325 0.0012562082860993976 0.0011295476669573306 0.0010433117479722739
leaf_count=341 183 496 1306 232 167 396
internal_value=0 -3.50071e-05 2.55289e-05 -7.78038e-05 -0.000193527 0.000234374
internal_weight=0 0.00753119 0.006421 0.00429561 0.0030394 0.00212539
internal_count=3121 2938 2442 1705 1473 737
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=1.2398e-05 2.937e-05 3.97015e-05 3.60363e-05 4.09568e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0097059514406841203 -0.01066445383107574 0.020076580116860514 0.0047638906071706599 0.013091402885478491 -0.020294240268919461
leaf_weight=0.0011328432207398749 0.001523614920540115 0.0013263944129651714 0.0014158359933019637 0.001398810267137892 0.0012094756443165767
leaf_count=862 828 482 466 180 303
internal_value=0 0.00158461 0.00507266 0.000127205 -0.00678034
internal_weight=0 0.00687413 0.00535052 0.00402412 0.00262531
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=6
num_cat=0
split_feature=52 15 15 2 43
split_gain=1.26045e-05 5.11857e-05 3.12251e-05 4.79944e-05 2.17239e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.020096684122630784 -0.014613106897786513 -0.0085902598059711521 -0.00010762710120527154 -0.012073806463335566 0.018918583925722876
leaf_weight=0.0012563864273846532 0.0015683711407117468 0.0012317979184045522 0.0010570604608728831 0.0014900551541283339 0.0013882487360175476
leaf_count=516 367 437 1057 316 428
internal_value=0 0.00589496 -0.00268172 0.00207333 0.0106939
internal_weight=0 0.00248818 0.00550374 0.00393536 0.00244531
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=7
num_cat=0
split_feature=2 13 15 2 13 1
split_gain=1.35981e-05 2.52943e-05 3.54542e-05 2.76794e-05 2.18922e-05 1.53658e-05
threshold=0.099185000000000009 0.086705000000000018 -0.095244999999999982 0.084715000000000013 -0.08971999999999998 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=0.0070532454653721701 0.015390784014216147 0.0083335959038619133 -0.0043604645980564209 -0.026552957176103665 -0.0095641234875156848 0.0072749978240137306
leaf_weight=0.0010393666056227693 0.0012368364968370856 0.001283291679841841 0.0011421842300662402 0.0011064272743151412 0.0011017420463364784 0.0010664242029968711
leaf_count=319 200 168 765 950 524 195
internal_value=0 -0.00357319 -0.00822039 -0.0152803 0.00477442 -0.00128171
internal_weight=0 0.00457127 0.00328798 0.00224861 0.003405 0.00216817
internal_count=3121 2202 2034 1715 919 719
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=8
num_cat=0
split_feature=159 160 52 3 2 13 4
split_gain=2.21802e-05 6.35395e-05 3.31454e-05 4.38797e-05 5.50083e-05 3.39894e-05 5.09432e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 0.099185000000000009 0.073000000000000023 0.015030000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00048871595214683254 0.00023578510409312298 -0.00051695963192975472 0.00035526033837937913 -0.00039334072864483457 0.00039241856962337994 0.00020757826154765713 9.0127132803630478e-05
leaf_weight=0.0010702101437474899 0.0012512722871502796 0.0011178136921364092 0.0010000319659189804 0.0010500030879906476 0.0012954678272142422 0.0010153833753057326 0.001013047702574435
leaf_count=684 527 947 202 128 402 91 140
internal_value=0 -4.6045e-05 2.69324e-05 -3.28555e-05 5.23617e-05 -8.76569e-05 -0.00022834
internal_weight=0 0.00756196 0.00649175 0.00549172 0.00444171 0.00314624 0.00213086
internal_count=3121 2594 1910 1708 1580 1178 1087
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=8
num_cat=0
split_feature=159 15 49 0 2 42 0
split_gain=3.1999e-05 4.8556e-05 3.66808e-05 6.18807e-05 8.63815e-05 0.000100375 2.38881e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.18113999999999997 0.10803500000000001 0.075730000000000006 -0.06563999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00032825930374104172 0.0004447276866723524 0.00032699173436159345 -0.00051254054821087418 0.00033572661249599653 0.00049032807995554311 -0.00056711982665171826 -5.8254290110763851e-05
leaf_weight=0.0010116490843887172 0.001005235045891585 0.0010190182215152862 0.0010297894460599049 0.0010236752011574036 0.0011344217390538277 0.0013006407312286146 0.0014021060779746439
leaf_count=509 224 233 101 709 341 841 163
internal_value=0 4.20819e-05 -1.64961e-05 -7.59159e-05 1.65848e-05 -0.000127635 0.000108005
internal_weight=0 0.00791489 0.00690965 0.00589063 0.00486084 0.00372642 0.00242578
internal_count=3121 2612 2388 2155 2054 1713 872
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=6
num_cat=0
split_feature=159 15 2 12 4
split_gain=1.25819e-05 2.57887e-05 4.00377e-05 4.67308e-05 6.63696e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 0.090455000000000021 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012773059774645365 0.0098366746062176925 0.018872124444133623 -0.0098428347797865062 0.024749789772834204 -0.015717497131717335
leaf_weight=0.0015914417767787601 0.0011154758338504092 0.0010107851135619024 0.0019063042835138939 0.0011412913580111585 0.0012294608024175813
leaf_count=331 527 922 525 607 209
internal_value=0 -0.00161248 0.00174644 0.00827977 -0.000110874
internal_weight=0 0.00687928 0.00528784 0.00338154 0.00224025
internal_count=3121 2594 2263 1738 1131
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=6
num_cat=0
split_feature=0 15 150 15 15
split_gain=1.85682e-05 5.66999e-05 3.60992e-05 3.88112e-05 9.56521e-05
threshold=-0.019414999999999998 -1.0000000180025095e-35 0.081835000000000019 -0.0088349999999999974 -0.10091499999999999
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-2.2884551265246975e-05 0.00050411765400481482 -7.7300179588279369e-05 0.00021007889938108425 0.0001091746101457769 -0.00076168695504461351
leaf_weight=0.001950356232613784 0.0010063701244605386 0.001795155335174956 0.0014196376096017923 0.0014935681030942213 0.0010293284681235442
leaf_count=461 114 251 372 1234 689
internal_value=0 0.000131558 -6.23401e-05 -0.000148795 -0.000278103
internal_weight=0 0.00280153 0.00589289 0.00447325 0.00297968
internal_count=3121 365 2756 2384 1150
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=6
num_cat=0
split_feature=2 52 0 16 4
split_gain=1.46415e-05 3.4665e-05 3.93065e-05 4.49464e-05 3.38849e-05
threshold=0.10912000000000001 0.084960000000000022 -0.10607499999999999 0.023255000000000001 0.15285000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.013404192863006831 0.018374682291202867 -0.016763980766596975 -0.017685298622391193 0.0096031293935391199 -0.0051149974897291639
leaf_weight=0.001691154302976406 0.0012057491345158803 0.0013550014186772289 0.0014540564145116863 0.0010319506437374143 0.0012515756280795036
leaf_count=277 372 820 1018 385 249
internal_value=0 -0.00286545 0.001643 -0.00635777 0.00641081
internal_weight=0 0.00553216 0.00417716 0.00248601 0.00245732
internal_count=3121 2500 1680 1403 621
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=7
num_cat=0
split_feature=0 12 51 4 0 16
split_gain=1.49277e-05 2.93972e-05 2.74657e-05 3.92687e-05 3.35401e-05 4.76008e-05
threshold=-0.019414999999999998 0.080890000000000017 -0.076794999999999988 0.27287000000000006 -0.10607499999999999 -0.11676499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.017717544201452173 0.01925661755887724 -0.0025632289945691222 -0.011870811710119829 0.017022968613511335 -0.017909981761099932 0.018530637632074569
leaf_weight=0.0010259816070206035 0.0010380010246161492 0.0015239878107998184 0.0010616500687446987 0.001078934961722039 0.0012447601258344862 0.0010002666703401767
leaf_count=435 193 172 162 252 1729 178
internal_value=0 0.00627718 -0.00298838 0.000457399 -0.00494778 0.00287739
internal_weight=0 0.00256199 0.00541159 0.00438561 0.00330668 0.00206192
internal_count=3121 365 2756 2321 2069 340
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=5
num_cat=0
split_feature=1 42 3 1
split_gain=1.28372e-05 3.83295e-05 4.64795e-05 2.32369e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.094465000000000007
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.021013083698858917 0.0083386474704342448 -0.013792258512522177 -0.010125870284991359 0.0063676893870534719
leaf_weight=0.0010949156718766829 0.0014955745899145377 0.0019189089766942988 0.0018815714810012857 0.0015643516736552215
leaf_count=253 279 1443 846 300
internal_value=0 -0.00194277 0.0030647 -0.00263826
internal_weight=0 0.00645975 0.00454084 0.00344592
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=6
num_cat=0
split_feature=4 151 0 43 0
split_gain=1.78976e-05 3.275e-05 4.91027e-05 2.88972e-05 5.82877e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 0.070450000000000013 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00026597506854339833 0.00016469035130641153 -0.00047668443618528045 0.0001208233516841597 0.00024418944313548736 -0.0003907648675172465
leaf_weight=0.0010763516899745052 0.0019549492990899257 0.001112543852839684 0.0019053070611717063 0.0011985562146252628 0.0015550964888907562
leaf_count=451 352 158 1575 256 329
internal_value=0 -4.80218e-05 -0.00010658 -1.82008e-05 -0.000109083
internal_weight=0 0.00684786 0.0057715 0.00465896 0.0034604
internal_count=3121 2769 2318 2160 1904
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=7
num_cat=0
split_feature=50 3 47 1 2 52
split_gain=8.07618e-05 5.02206e-05 4.434e-05 6.82249e-05 8.47567e-05 5.28104e-05
threshold=0.077805000000000013 -0.15447499999999995 0.077555000000000013 0.111945 0.10559 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00046713301270898767 -0.0005258092096323807 -0.00016865459720378305 -0.00024879431368211716 0.00043965356141639235 -0.0005083940085625 0.00038047153355955072
leaf_weight=0.0010133255584314979 0.00102266555087449 0.0012068134531253868 0.0019864358241616685 0.0015592160966378847 0.0010930778483161201 0.0015232206931037368
leaf_count=174 615 362 321 293 301 1055
internal_value=0 5.78557e-05 1.57343e-06 9.39757e-05 -4.70054e-05 0.00013773
internal_weight=0 0.00838209 0.00736876 0.00538233 0.00382311 0.00273003
internal_count=3121 2506 2332 2011 1718 1417
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=7
num_cat=0
split_feature=52 16 13 0 151 2
split_gain=1.18934e-05 3.49628e-05 5.60837e-05 0.000106353 4.19696e-05 1.30987e-05
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 -0.0083949999999999979 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018670022461606813 0.008620331143014975 -0.018606178811731107 -0.015503602363072036 0.034875609143382745 -0.0021691386652929272 0.013649267824576853
leaf_weight=0.0010151845298401632 0.0013296210397414233 0.0010373761021770086 0.0014576587753711723 0.0010461577266147317 0.0010016615294925384 0.0010965550341711229
leaf_count=304 553 427 294 755 569 219
internal_value=0 -0.00173929 0.00137565 0.00729075 -0.00197825 0.00609776
internal_weight=0 0.00665459 0.00561722 0.00415956 0.0031134 0.00209822
internal_count=3121 2568 2141 1847 1092 788
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=8
num_cat=0
split_feature=159 15 49 52 16 0 16
split_gain=4.28699e-05 3.83553e-05 3.41072e-05 6.78561e-05 0.000118115 3.88263e-05 3.50049e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 -0.092399999999999982 -0.094359999999999986 -0.14649999999999996 0.071345000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.00038656782742872562 0.0003994166261749412 0.00031997316296669627 -0.00052926193435361949 -0.00059380533902011687 0.00048427238943524534 -7.0155461248804256e-05 3.4412185847520446e-05
leaf_weight=0.001006132426848474 0.00101309474007225 0.0010333208949714692 0.0010092177340687205 0.0010072114731992656 0.0016191531662375026 0.0011846853814091666 0.0011285228039536225
leaf_count=509 224 233 518 105 1150 303 79
internal_value=0 4.28867e-05 -8.84534e-06 -6.5962e-05 2.86961e-05 -0.000310781 0.000299506
internal_weight=0 0.00799521 0.00698211 0.00594879 0.00493957 0.0021919 0.00274768
internal_count=3121 2612 2388 2155 1637 408 1229
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=6
num_cat=0
split_feature=147 52 0 1 16
split_gain=1.3109e-05 2.99232e-05 3.1118e-05 4.27721e-05 7.87167e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 0.11181500000000001 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.017333374550241528 0.010297415850998221 -0.017414295904319376 0.012282677758967908 -0.016483681280615656 0.018644871273523201
leaf_weight=0.0010053024077779753 0.001067631551143867 0.001020852972387091 0.0017561035104545573 0.0015883097366783299 0.0015391833276532008
leaf_count=322 183 496 279 284 1557
internal_value=0 -0.0016088 0.00113112 -0.00360739 0.0044302
internal_weight=0 0.00690975 0.0058889 0.0041328 0.00254449
internal_count=3121 2938 2442 2163 1879
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.49448e-05 4.33454e-05 5.72397e-05 3.95673e-05 4.00114e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.011491090857577055 -0.0141888278363281 0.023971182308930805 -0.0020962377670565593 -0.022628106148299756 0.0031802441148583438
leaf_weight=0.0010366814050957861 0.0010274297078025209 0.0014893020917879337 0.0019392002401019772 0.001430732748503874 0.0010354522579658102
leaf_count=174 165 488 290 1915 89
internal_value=0 0.00382799 0.00922715 -0.00490147 -0.0117922
internal_weight=0 0.00445593 0.0034285 0.00350287 0.00246619
internal_count=3121 943 778 2178 2004
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 0
split_gain=1.24074e-05 3.52502e-05 4.28039e-05 2.47082e-05 6.38956e-05 3.27875e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.041630000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.017174481205796358 0.0081959427633655612 -0.01871573833088875 -0.0069006719251260371 -0.012968668294451025 0.029445034579999425 0.011986407922549167
leaf_weight=0.0010142215981397713 0.0014947840557300481 0.0010462632420590251 0.0011592018551443203 0.001023298759024614 0.0011180587938741885 0.0010844373303628173
leaf_count=542 279 414 386 1013 344 143
internal_value=0 -0.00191617 0.00133926 0.00562137 0.0101212 -0.000129197
internal_weight=0 0.00644548 0.00539922 0.004385 0.00322579 0.00210774
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=7
num_cat=0
split_feature=1 3 3 47 12 4
split_gain=3.24713e-05 4.94924e-05 5.40084e-05 3.64453e-05 4.87808e-05 5.70802e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 0.092530000000000015 0.090995000000000006 0.098655000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.00013013195892432964 0.00074486983490024638 -0.00061676033893524234 -1.4693075119214288e-05 -0.00013308450849613994 -7.8333174553767677e-05 9.0711324122174012e-05
leaf_weight=0.0016193000399073306 0.0010062708143898527 0.0011532160301555051 0.0011382307439697526 0.0016315447046706408 0.0012626915578586948 0.0010458378200275517
leaf_count=924 239 1165 89 208 244 252
internal_value=0 -0.000132266 -0.000317695 0.00010682 0.0002249 0.000411484
internal_weight=0 0.00391075 0.00229145 0.00494634 0.0033148 0.00205211
internal_count=3121 2178 1254 943 735 491
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=5
num_cat=0
split_feature=1 3 3 16
split_gain=1.1808e-05 3.29282e-05 5.3724e-05 3.13685e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 0.0039400000000000008
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.013242972264576347 -0.012313270122110666 0.022454741777865078 -0.0028415188287893769 0.0057488495120098133
leaf_weight=0.0018592169638060709 0.0010246562005893634 0.0014819607764875273 0.0019368284003777392 0.0016340250244287619
leaf_count=1685 165 488 290 493
internal_value=0 0.00341101 0.00812379 -0.00435922
internal_weight=0 0.00444345 0.00341879 0.00349324
internal_count=3121 943 778 2178
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=7
num_cat=0
split_feature=1 42 3 0 49 15
split_gain=2.20371e-05 4.10962e-05 4.77162e-05 4.2932e-05 2.84981e-05 1.51316e-05
threshold=0.12500000000000003 0.075730000000000006 -0.116045 -0.10151999999999999 -0.006494999999999999 -0.033689999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.00041958163571583976 0.00019981875333765475 -0.00011150984513234015 -0.00014774124403349074 -0.00035754795655791995 0.0002622190226741739 -0.00044573548859574085
leaf_weight=0.0010291366246029847 0.001624395910339374 0.0010072434949309876 0.0011476358951788565 0.0012332195277644457 0.001509240833208852 0.0010783527871070333
leaf_count=210 279 590 139 860 190 853
internal_value=0 -5.3664e-05 4.41268e-05 -5.52009e-05 8.5137e-05 -0.00028432
internal_weight=0 0.00700483 0.00491923 0.0038901 0.00265688 0.0020856
internal_count=3121 2842 1399 1189 329 1443
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=7
num_cat=0
split_feature=3 0 2 16 1 0
split_gain=1.28015e-05 3.20441e-05 8.8705e-05 3.37422e-05 2.7085e-05 3.45321e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.0094449999999999968 0.094385000000000011 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0082024114787347911 -0.015165273308392164 -0.0325342059214212 0.0089088254683966413 0.017937979925209912 -0.0093421413568333372 0.016086147738221618
leaf_weight=0.0015310341833152481 0.0010823294237351667 0.0010538675679674936 0.0010128277190096103 0.00111086851663487 0.0010000770704256838 0.0011460934909490717
leaf_count=303 1344 156 205 701 115 297
internal_value=0 -0.00197584 -0.0122242 0.0029051 -0.00226745 0.00423702
internal_weight=0 0.00640606 0.0020667 0.00433937 0.0032285 0.00214617
internal_count=3121 2818 361 2457 1756 412
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=6
num_cat=0
split_feature=147 52 13 0 1
split_gain=1.34885e-05 2.84792e-05 2.83995e-05 3.35784e-05 8.32362e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.019414999999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010980365504386863 0.010509771568268891 -0.01709912891402417 0.003557161643124983 0.010538489214355714 -0.032312319159947603
leaf_weight=0.0019298209339855734 0.0010556867999827 0.0010144477570653582 0.0017365812733619137 0.0011477828734678787 0.0010310326898781603
leaf_count=737 183 496 1306 232 167
internal_value=0 -0.00163243 0.00105185 -0.00384172 -0.00980547
internal_weight=0 0.00685967 0.00584522 0.0039154 0.00276761
internal_count=3121 2938 2442 1705 1473
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.42226e-05 3.27388e-05 4.86292e-05 3.90249e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.020133677248041149 0.0088322936790288416 -0.013010391330213625 -0.015799519945128418 0.0059997694729863014
leaf_weight=0.0011711462688583077 0.0014774699014110278 0.0019130658291343699 0.0014616565733513653 0.0018742298014150398
leaf_count=160 279 1443 730 509
internal_value=0 -0.00204962 0.00260281 -0.00355184
internal_weight=0 0.0064201 0.00450703 0.00333589
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=6
num_cat=0
split_feature=457 1 3 2 12
split_gain=1.34232e-05 2.78855e-05 4.21802e-05 3.49291e-05 2.79357e-05
threshold=0.045365000000000009 0.111945 0.088060000000000013 0.083995000000000014 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.014941909819513386 0.010353935250068405 0.017755120276942819 -0.021699133149421186 0.0077164410879662724 -0.0033884465784046296
leaf_weight=0.0010366547854567423 0.0010782966142001233 0.0011989697553084159 0.0012863501812075268 0.0019794245348767029 0.0013050838994153628
leaf_count=644 289 297 139 1595 157
internal_value=0 -0.00165468 -0.00653774 -7.14469e-05 0.00673534
internal_weight=0 0.00680648 0.00430243 0.00301608 0.00250405
internal_count=3121 2832 2378 2239 454
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=6
num_cat=0
split_feature=4 151 16 2 2
split_gain=1.93673e-05 4.10489e-05 3.04165e-05 2.90193e-05 3.548e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.084119999999999986 0.10672500000000001 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00030865021652070343 0.0001742399485092152 -0.00032077262668220736 7.533552068723951e-05 0.00027004528730966619 -0.00038890190236645953
leaf_weight=0.0010205732165601425 0.001865836688906654 0.0018924516084148453 0.0014797519311670838 0.0010004309563140185 0.0011060279128083143
leaf_count=451 352 738 675 311 594
internal_value=0 -5.23974e-05 -0.000119654 -1.35231e-05 -0.000123235
internal_weight=0 0.00649924 0.00547866 0.00358621 0.00258578
internal_count=3121 2769 2318 1580 1269
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=6
num_cat=0
split_feature=15 150 0 3 13
split_gain=1.91881e-05 4.19997e-05 7.67268e-05 3.46228e-05 5.09612e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 0.10542000000000001 0.086705000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.00035430720221355189 -0.00040241208493942528 0.00036326356752120029 0.00026814865894115827 0.00017670976812252814 0.00014451482805083457
leaf_weight=0.0015147626002462019 0.0018932418821120856 0.0014577763160158563 0.0015307591253238858 0.0012553188487136975 0.0010014762013404806
leaf_count=243 1442 267 874 95 200
internal_value=0 8.95647e-05 -4.14446e-05 -9.52541e-05 -0.000213194
internal_weight=0 0.0045033 0.00304552 0.00415004 0.00289472
internal_count=3121 1384 1117 1737 1642
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=6
num_cat=0
split_feature=2 4 48 15 2
split_gain=1.24577e-05 2.48322e-05 2.77454e-05 5.96219e-05 4.09381e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.083985000000000018 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010206096866169004 -0.028946029037920963 0.012190823277996966 0.0062453683671721393 0.007547057198102964 -0.0171098593254463
leaf_weight=0.0010364960746074665 0.0010744449519254052 0.0011026735226414208 0.0017658308953309469 0.001858361040400567 0.0010559982920448059
leaf_count=199 626 259 501 1286 250
internal_value=0 -0.00155644 -0.00419062 -0.0088106 -0.00138721
internal_weight=0 0.00685731 0.00575464 0.0039888 0.00291436
internal_count=3121 2922 2663 2162 1536
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=7
num_cat=0
split_feature=159 1 42 3 150 1
split_gain=3.36417e-05 3.88551e-05 5.63181e-05 6.92309e-05 4.905e-05 3.61554e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 0.076925000000000007 0.080000000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00034359104248320052 0.00051836534080095496 0.00033617134711343767 -0.00030600947804311322 6.2337411996993389e-05 0.00031807577642738269 -0.00040294937300316475
leaf_weight=0.0010170816560286572 0.0011068206563089942 0.001366313072349184 0.0019613591980638372 0.0011994004730703221 0.0010373712603316794 0.0013818237194969721
leaf_count=509 235 237 1091 554 157 338
internal_value=0 3.48666e-05 -2.66992e-05 8.92329e-05 -4.20259e-05 -0.000186748
internal_weight=0 0.00805309 0.00668678 0.00472542 0.0036186 0.00258122
internal_count=3121 2612 2375 1284 1049 892
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=5
num_cat=0
split_feature=52 4 15 1
split_gain=1.3386e-05 3.36428e-05 3.05666e-05 6.35176e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.01859498717580697 0.0091850995624880773 0.0095078907341840276 0.011528270622512146 -0.016798811216737746
leaf_weight=0.0010159171563370716 0.0013166531202997928 0.0017717537896220809 0.0018901603004767903 0.0019043405328477074
leaf_count=207 553 863 1172 326
internal_value=0 -0.00186043 0.00119385 -0.00411987
internal_weight=0 0.00658217 0.00556625 0.00367609
internal_count=3121 2568 2361 1189
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=6
num_cat=0
split_feature=15 49 0 16 16
split_gain=1.29675e-05 3.42466e-05 4.03037e-05 3.32627e-05 4.83841e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 -0.0007049999999999999 0.16703000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.019796076331880252 -0.01532883317604157 -0.013853393132841891 0.0090144633725012056 0.019271858881667856 -0.010534987024691708
leaf_weight=0.0010156723043368938 0.001577496186737293 0.001409977016285894 0.0016999169177742987 0.0010445019753936716 0.0011378572781022553
leaf_count=256 1228 244 884 297 212
internal_value=0 0.00385334 -0.00135346 -0.00426585 0.00373091
internal_weight=0 0.00412557 0.00310989 0.00375986 0.00218236
internal_count=3121 1384 1128 1737 509
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=7
num_cat=0
split_feature=1 4 3 3 13 1
split_gain=2.41812e-05 4.35757e-05 3.69497e-05 5.79722e-05 3.32072e-05 2.05741e-05
threshold=0.094385000000000011 -0.0016099999999999997 -0.13309499999999996 0.083060000000000009 -0.029529999999999997 0.11507500000000002
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-0.00025134897362099685 -0.0002243293396873204 -0.00047068921854196007 0.00045553147534565294 0.00014861331022353883 0.0001751677486276893 -0.00023697467077798094
leaf_weight=0.0011829548172811672 0.0011334148973761722 0.0010120493806108437 0.0016479565068391083 0.0011230477082912055 0.0017254919424388401 0.0010109495298136475
leaf_count=947 165 525 488 130 706 160
internal_value=0 -0.000120251 8.62129e-05 0.000179279 1.69027e-06 -3.40533e-05
internal_weight=0 0.0039205 0.00491537 0.00378195 0.00290845 0.002134
internal_count=3121 2178 943 778 1653 290
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=7
num_cat=0
split_feature=159 15 52 4 43 4
split_gain=3.45951e-05 3.60877e-05 4.9036e-05 5.62823e-05 7.74694e-05 2.3987e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00034545601643179918 0.0003862116988945609 -0.00032164460134597871 -0.00013387898534473593 -0.00028659968463091463 0.00056457966325692654 6.8200305280841368e-05
leaf_weight=0.0010093016774535774 0.001010139324503629 0.0015216882187492273 0.0010087354086971128 0.0014659378488164508 0.0015466110626538442 0.001464469967122422
leaf_count=509 224 643 848 343 374 180
internal_value=0 3.97329e-05 -1.02129e-05 7.61749e-05 0.00028886 -0.000109289
internal_weight=0 0.00801758 0.00700744 0.00548575 0.00255535 0.00293041
internal_count=3121 2612 2388 1745 1222 523
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=6
num_cat=0
split_feature=1 3 3 12 4
split_gain=1.30785e-05 3.48486e-05 5.30824e-05 2.80374e-05 2.06559e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 0.09141500000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.00048533406219936764 -0.012622136843468128 0.018888330282651092 -0.006524730251594806 0.0081820490756264689 -0.019374166023996841
leaf_weight=0.0010516331311318172 0.0010195479859079763 0.0020027210607166069 0.0013940741900734604 0.0011506006205466803 0.0012880148061233008
leaf_count=534 165 550 228 704 940
internal_value=0 0.00359194 0.00845859 -0.00459862 -0.0108839
internal_weight=0 0.00441634 0.0033968 0.00349025 0.00233965
internal_count=3121 943 778 2178 1474
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=6
num_cat=0
split_feature=4 151 16 2 1
split_gain=1.74532e-05 4.42338e-05 3.1261e-05 3.09428e-05 3.49358e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.084119999999999986 0.10672500000000001 0.083835000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0003185409414878803 0.00015985431075023619 -0.0003234670907741192 6.1395346277118773e-05 0.0002755777457583567 -0.00039730323885937022
leaf_weight=0.0010386132045061966 0.0019061693802146949 0.0019369221147019868 0.0015517632141186619 0.0010151423989002719 0.0010845394046332091
leaf_count=451 352 738 767 311 502
internal_value=0 -5.30497e-05 -0.000122111 -1.53006e-05 -0.000127307
internal_weight=0 0.00662698 0.00558837 0.00365145 0.0026363
internal_count=3121 2769 2318 1580 1269
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=7
num_cat=0
split_feature=484 160 42 49 52 15
split_gain=2.77159e-05 6.21038e-05 4.14061e-05 3.109e-05 5.44486e-05 0.000110656
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.077655000000000016 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00047775283944183382 0.00030427483144145702 -0.00033836236601401026 0.00031586992921498331 0.00034002521361741102 0.00029260841714336865 -0.00048876190507317037
leaf_weight=0.0010771823643414228 0.0010136055286281013 0.0010084298160900488 0.0016928046050326117 0.0010037595452453429 0.0015459018783259655 0.0016173387318795588
leaf_count=632 368 713 272 157 315 664
internal_value=0 -4.00208e-05 2.86311e-05 9.1788e-05 7.56874e-07 -0.000171375
internal_weight=0 0.00794542 0.00686823 0.0058598 0.004167 0.0026211
internal_count=3121 2753 2121 1408 1136 821
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=7
num_cat=0
split_feature=4 151 15 15 1 15
split_gain=2.96723e-05 5.15311e-05 6.92393e-05 4.91936e-05 5.44899e-05 4.03713e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.070929999999999979 1.0000000180025095e-35 1.0000000180025095e-35 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00029331117628291013 0.00038683805312532529 -0.0006138595686918432 -0.00013220686338124169 -0.00037652465752117161 0.00042013144750664146 -9.3898677829020425e-05
leaf_weight=0.0011964533840320909 0.0015087292045953733 0.0010263133732047848 0.0016488304816556949 0.001196471704944811 0.0011768096082456362 0.0012104372583059996
leaf_count=463 266 583 228 1157 264 160
internal_value=0 -7.25638e-05 -0.000159274 -4.3279e-05 9.78285e-05 0.000172838
internal_weight=0 0.00624488 0.00504843 0.00402211 0.00282564 0.00271917
internal_count=3121 2695 2232 1649 492 426
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=7
num_cat=0
split_feature=147 15 1 4 13 0
split_gain=2.57339e-05 3.33649e-05 6.43002e-05 5.32692e-05 4.43092e-05 3.8147e-05
threshold=1.0000000180025095e-35 -0.095244999999999982 0.080585000000000004 0.0052350000000000009 -0.029529999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-4.3784161907060241e-05 0.00027409462808137999 -0.0002036102234111281 -0.00070566182957145515 -9.9169022026177037e-05 0.00031249963107363588 0.00043316752112099166
leaf_weight=0.0017529005320971499 0.0011585688580873863 0.0011929865060139636 0.0010416156607657402 0.0011961864498046782 0.0013785787497414984 0.00101980634944341
leaf_count=218 183 859 727 145 572 417
internal_value=0 -3.96665e-05 -0.000138428 -0.000381469 7.30688e-05 0.000131639
internal_weight=0 0.00758207 0.00480937 0.0022378 0.00257157 0.00277271
internal_count=3121 2938 2303 872 1431 635
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=7
num_cat=0
split_feature=159 1 0 15 43 43
split_gain=3.23927e-05 3.59178e-05 7.51977e-05 9.57295e-05 5.0399e-05 5.22392e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.15202999999999997 -0.053579999999999996 0.070450000000000013 -0.081374999999999989
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00033315608603506561 4.9556297982306877e-05 -0.00022724964509275632 0.00060120268060980875 -0.00013112555519475614 0.00026239842260867034 -0.00050732934578953367
leaf_weight=0.00100453880504909 0.0012107407987584397 0.0013194008435541541 0.0018905328515627495 0.0010773487845924588 0.0010395219497104833 0.0013924477969211595
leaf_count=509 599 128 422 272 224 967
internal_value=0 4.0584e-05 0.000162222 0.000335366 -0.000102578 -0.000248322
internal_weight=0 0.00792999 0.00428728 0.00296788 0.00364271 0.00260319
internal_count=3121 2612 822 694 1790 1566
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=7
num_cat=0
split_feature=4 151 4 2 52 2
split_gain=4.12565e-05 4.77084e-05 4.17987e-05 6.11383e-05 2.83907e-05 7.40717e-06
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 0.082275000000000015 0.077655000000000016 0.11237500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00030634644924471753 0.00013157693462169848 -0.00018337235338603444 -5.6355103622253341e-05 -0.00065556082998477667 0.00018591771459625301 0.00036919363792823864
leaf_weight=0.0011008150547019077 0.0010105432747345639 0.0015130558808535658 0.0014851600231562006 0.0011707372556670342 0.0016992962454623081 0.0010069835480415441
leaf_count=451 144 918 165 467 768 208
internal_value=0 -6.8227e-05 -0.000138493 -0.000320489 1.19777e-05 0.000250176
internal_weight=0 0.00696906 0.00586825 0.0026559 0.00321235 0.00201753
internal_count=3121 2769 2318 632 1686 352
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=7
num_cat=0
split_feature=159 15 150 15 0 4
split_gain=3.99733e-05 5.64858e-05 4.22908e-05 5.02846e-05 8.00272e-05 6.24894e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.081835000000000019 -0.016799999999999995 -0.10836499999999999 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0003695052918639087 0.00046755362928434046 -0.00073599766908303405 0.00024788910999302071 -0.00019738830303263612 1.5603382666107992e-05 0.00035194225575512319
leaf_weight=0.0010348589047991926 0.0010350863663001805 0.0010255449201866829 0.0016909602821854946 0.001779103758456553 0.001161534777643525 0.0014410185981050296
leaf_count=509 224 156 386 256 566 1024
internal_value=0 3.96441e-05 -2.27556e-05 -0.000107393 -0.00033683 4.84395e-05
internal_weight=0 0.00813325 0.00709816 0.0054072 0.00218708 0.00322012
internal_count=3121 2612 2388 2002 722 1280
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=7
num_cat=0
split_feature=4 15 151 16 52 2
split_gain=1.39576e-05 3.95933e-05 3.06561e-05 5.10652e-05 1.96755e-05 9.12428e-06
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.087769999999999987 0.096015000000000017
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.012525349745589609 0.017732595604705303 -0.0078937819927335749 -0.02538245847155773 -0.011189622073522374 -0.0020256709548290533 0.010628517777934639
leaf_weight=0.0010588447251685803 0.0013493319094792066 0.0010898767465181436 0.001076855791966507 0.0011365226586700639 0.0010420048612102336 0.001257414806298775
leaf_count=463 266 160 501 489 961 281
internal_value=0 0.00628233 -0.00278812 -0.00638114 -0.000425957 0.00489415
internal_weight=0 0.00243921 0.00557164 0.0045128 0.00343594 0.00229942
internal_count=3121 426 2695 2232 1731 1242
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=7
num_cat=0
split_feature=159 15 52 2 12 4
split_gain=4.21832e-05 4.1165e-05 3.04695e-05 4.11839e-05 2.83967e-05 6.36469e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.12005499999999998 0.11144000000000001 0.092355000000000007 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00038357499136641363 0.0004024394086943481 -0.00032871773884208155 0.00027208311086654918 0.00031036806600616998 -0.00034155346082604342 -0.00026456226584385792
leaf_weight=0.0010117984908448773 0.0010541844259349068 0.0010072492000263835 0.0018755442842005444 0.0015918335560199046 0.0010354003282103119 0.0015534765154533287
leaf_count=509 224 507 911 256 400 314
internal_value=0 4.10052e-05 -1.29367e-05 3.95826e-05 -5.69686e-05 2.89624e-05
internal_weight=0 0.00811769 0.0070635 0.00605625 0.00446442 0.00342902
internal_count=3121 2612 2388 1881 1625 1225
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=7
num_cat=0
split_feature=159 2 0 1 43 43
split_gain=3.91852e-05 3.3685e-05 5.83476e-05 0.000131546 9.49021e-05 4.17237e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.15202999999999997 0.08864000000000001 0.05259500000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00036337958534989745 0.00013669996172751715 -0.00013834255260045656 -0.00039840792536838037 0.00087280908749978107 0.00044115933547644886 -0.0003071354232271592
leaf_weight=0.0010569518522797723 0.0014351453678279704 0.0018209879529864593 0.0010438912636825436 0.0010393375563471892 0.0010267950441441558 0.0018824812669267243
leaf_count=509 552 157 552 400 188 763
internal_value=0 3.76203e-05 0.000140399 0.000303608 1.79098e-05 -0.00011514
internal_weight=0 0.00824864 0.00493101 0.00311002 0.00207069 0.00331763
internal_count=3121 2612 1297 1140 740 1315
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=7
num_cat=0
split_feature=3 51 52 0 4 43
split_gain=1.22243e-05 2.01477e-05 2.25022e-05 4.45574e-05 5.11216e-05 5.81584e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088204999999999992 -0.17169499999999996 0.25615500000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.011910660109776551 0.0088308036355385523 -0.01465840176297196 0.022135520352410693 -0.0080387472676659195 -0.018583137086956608 0.023418969862460674
leaf_weight=0.0011533482888028933 0.0013029698983279695 0.0010252072192654029 0.0010202663222742322 0.0012359254792628312 0.0011793765277426788 0.0011205358268584584
leaf_count=580 192 373 116 1200 225 435
internal_value=0 -0.00175078 0.00056695 0.00372558 -0.00158662 0.00691991
internal_weight=0 0.00673466 0.00570945 0.0045561 0.00353584 0.00235646
internal_count=3121 2929 2556 1976 1860 1635
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=6
num_cat=0
split_feature=4 15 151 16 43
split_gain=1.24694e-05 3.21631e-05 2.5524e-05 4.45993e-05 2.09744e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.011348521350944982 0.016277258239042715 -0.0068108702061574575 -0.023690055532623461 0.0085129010679105815 -0.007221173928856843
leaf_weight=0.0010572567026396057 0.0013465412212094617 0.00109322357485112 0.0010752940454096622 0.0015020794616574622 0.0019434089261687899
leaf_count=463 266 160 501 632 1099
internal_value=0 0.0059318 -0.0026393 -0.00591057 -0.000361818
internal_weight=0 0.00243976 0.00557804 0.00452078 0.00344549
internal_count=3121 426 2695 2232 1731
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=7
num_cat=0
split_feature=1 12 48 2 1 1
split_gain=1.15982e-05 2.24857e-05 3.91965e-05 2.8128e-05 2.51976e-05 1.28865e-05
threshold=0.11588000000000001 0.095330000000000012 0.083985000000000018 0.10097500000000002 0.080585000000000004 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=0.011513372767643745 0.014284427619616897 -0.015536127072871242 0.014034386302115202 -0.018415584910058822 -0.0099076648323267059 -0.001235508841566621
leaf_weight=0.0011273657939824249 0.0010358010936264838 0.0010568122126470734 0.0014919176923287674 0.0011158350650670393 0.0010706303209035545 0.0011065463671344536
leaf_count=1006 191 571 399 252 478 224
internal_value=0 -0.00232953 0.000574672 -0.00548502 0.00107932 0.00626821
internal_weight=0 0.00586256 0.00480575 0.00331383 0.002198 0.00214235
internal_count=3121 2706 2135 1736 1484 415
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=6
num_cat=0
split_feature=3 0 0 52 3
split_gain=1.68383e-05 2.50675e-05 5.84721e-05 4.48504e-05 3.21493e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 -0.13927999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00029005804032536077 0.00019743444142347445 0.00037866645737763652 -0.00051023112324005747 0.0002033116152276025 -4.9443872155616635e-05
leaf_weight=0.0011726494814228541 0.0013772463641190105 0.001025635586582474 0.0011668768059820175 0.0017893756391389787 0.0019693379248159719
leaf_count=169 192 167 1951 285 357
internal_value=0 -3.94042e-05 -0.000138466 7.98928e-06 9.71635e-05
internal_weight=0 0.00712388 0.0041289 0.00296203 0.00299497
internal_count=3121 2929 2405 454 524
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=6
num_cat=0
split_feature=3 16 12 4 1
split_gain=1.24945e-05 2.21103e-05 4.59264e-05 4.67195e-05 3.7857e-05
threshold=0.13524500000000003 -0.15241499999999997 0.051320000000000005 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.016464021178753039 0.0089529533830547455 -0.010045049929957089 -0.018937880441779183 0.017447235709644109 -0.0082590171174796254
leaf_weight=0.0014149782533633283 0.0012982281447980913 0.0013647542713600084 0.0016916304143688283 0.001129863540344112 0.0011015040691724784
leaf_count=271 192 306 2050 152 150
internal_value=0 -0.0017654 -0.00621844 0.00240677 0.00564236
internal_weight=0 0.00670273 0.00418625 0.00249462 0.00251648
internal_count=3121 2929 2508 458 421
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=7
num_cat=0
split_feature=159 1 42 3 2 2
split_gain=4.75459e-05 4.14036e-05 3.96884e-05 7.46731e-05 6.03637e-05 7.7025e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00040980973260074528 0.00051502468981891336 0.00037430812747605381 -0.00025132232094287368 -0.00021974083922875792 -0.00036428980614620991 0.00051571958089228868
leaf_weight=0.0010165649355054164 0.0011429251723529881 0.0012114688593199115 0.0019991795273186196 0.0010949438320342977 0.001483264462074529 0.0010949996389495377
leaf_count=509 236 216 1098 581 233 248
internal_value=0 4.02938e-05 -1.90795e-05 7.73246e-05 -5.88666e-05 0.000147999
internal_weight=0 0.00802678 0.00681531 0.00481613 0.00367321 0.00218994
internal_count=3121 2612 2396 1298 1062 829
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=6
num_cat=0
split_feature=13 52 52 16 0
split_gain=1.28579e-05 2.84134e-05 4.09256e-05 3.62465e-05 3.93043e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.037344999999999996 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016795738538381937 0.0077964924003518926 0.019088275249929728 -0.005771364182437809 -0.016253904580766653 0.018740055118538389
leaf_weight=0.0010876470056828923 0.0016622851656938782 0.0010068355968069634 0.0017733622877323858 0.0014370859508010311 0.0010365825749966266
leaf_count=633 217 267 319 601 1084
internal_value=0 -0.00208411 0.000961462 -0.00333583 0.00327085
internal_weight=0 0.00634151 0.00525387 0.00424703 0.00280994
internal_count=3121 2904 2271 2004 1403
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=6
num_cat=0
split_feature=43 3 13 1 52
split_gain=1.27123e-05 4.03747e-05 1.89637e-05 3.00649e-05 3.53677e-05
threshold=-0.052894999999999991 -0.077774999999999983 -0.10664 0.11212500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0048421439685142056 0.0066009968716896116 0.019821112534421974 -0.014537414589423224 -0.018836337765855009 0.0099357424483615415
leaf_weight=0.0015804760283447375 0.0015018346215431126 0.0011443520347262513 0.0010017592612859155 0.0013219749889129039 0.0014384158186566485
leaf_count=952 259 483 354 141 932
internal_value=0 0.00551574 -0.00289872 -0.00669097 -0.000111164
internal_weight=0 0.00272483 0.00526398 0.00376215 0.00244018
internal_count=3121 1435 1686 1427 1286
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.38789e-05 3.40897e-05 4.26018e-05 5.91678e-05 3.1544e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.036009999999999993
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0085150830234839974 0.0092922353388041282 -0.0035559657330317528 -0.021181559495557709 -0.019870013211801679 0.020867413796405186
leaf_weight=0.0015361132650147744 0.0018742287110048066 0.0010050605916831451 0.0014092435775355139 0.0010350951044371241 0.0011160124210573088
leaf_count=303 843 221 1422 167 165
internal_value=0 -0.00206335 -0.00672513 -0.000270271 0.00929451
internal_weight=0 0.00643964 0.00456541 0.00315617 0.00212107
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=7
num_cat=0
split_feature=1 0 0 3 15 1
split_gain=1.40137e-05 1.98337e-05 2.77628e-05 3.93707e-05 3.1298e-05 1.1971e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.074479999999999977 -0.10023499999999998 -0.094549999999999981 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.010130580342573765 0.014653322875266201 -0.00023790464786145176 0.013121545124768749 -0.012068447325566358 -0.023700174836589413 -0.00036324727884140778
leaf_weight=0.0010172631006062317 0.0010319180542511794 0.0010305854952813573 0.0014077404097253814 0.0011094635209278089 0.0012682228477399284 0.0010933387865260885
leaf_count=108 191 336 197 509 1556 224
internal_value=0 -0.00255681 -0.00523671 0.002019 -0.0131817 0.00692805
internal_weight=0 0.00583328 0.00481601 0.0025172 0.00229881 0.00212526
internal_count=3121 2706 2598 706 1892 415
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=8
num_cat=0
split_feature=159 4 42 16 42 0 15
split_gain=3.52866e-05 3.51496e-05 3.76194e-05 5.27173e-05 0.000115862 0.000138873 1.1659e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 0.22339500000000004 0.084050000000000014 -0.084044999999999995 -0.089024999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.00034549925681593184 -0.00036387586011378125 0.00028531686112556374 0.00017743530915009323 -0.00034279623909963492 -0.00043316435721969647 0.00089925032459391803 -0.00011874505511841622
leaf_weight=0.0010121881197615529 0.001055288363590267 0.0017893737930661851 0.0010233734541748351 0.0010842849409628029 0.0010132986149350431 0.0010782808367922883 0.0010205674014709815
leaf_count=509 753 329 115 318 754 152 191
internal_value=0 4.29006e-05 -2.62256e-05 4.20372e-05 0.000142936 0.000329906 2.95484e-05
internal_weight=0 0.00806447 0.00627509 0.00521981 0.00413552 0.00312222 0.00204394
internal_count=3121 2612 2283 1530 1212 458 306
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.22485e-05 3.05816e-05 4.26553e-05 4.26818e-05 4.3698e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0096766398169145784 -0.010919364709131274 0.020717206990187101 0.0047462229161082132 0.01408346880401553 -0.021248664839545909
leaf_weight=0.0011280401740763508 0.0015235149538652794 0.001322403659414979 0.0013618569016798836 0.0013972437372137608 0.0012314017117042908
leaf_count=862 828 482 588 180 181
internal_value=0 0.00157052 0.00515209 -5.99605e-06 -0.00759738
internal_weight=0 0.00683642 0.00531291 0.0039905 0.00259326
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=7
num_cat=0
split_feature=484 15 15 52 0 52
split_gain=1.23171e-05 2.50856e-05 4.15044e-05 3.71036e-05 2.32289e-05 4.92786e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -1.0000000180025095e-35 -0.083914999999999976 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.012329055175971316 0.010270857353108133 -0.0011764251631600584 0.0066218499636002169 0.024822502491344607 -0.02741525342195841 0.0034928575754438434
leaf_weight=0.0016408162420115356 0.0010145632837699854 0.0010568797220621802 0.001030103285956875 0.0011420827575311077 0.0010187164001870248 0.001044971394671091
leaf_count=393 394 468 539 340 693 294
internal_value=0 -0.00152605 0.00182302 0.0123267 -0.00564267 -0.0117646
internal_weight=0 0.00693357 0.00529275 0.00219896 0.00309379 0.00206369
internal_count=3121 2727 2334 808 1526 987
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=7
num_cat=0
split_feature=40 4 51 52 0 48
split_gain=3.36429e-05 5.36243e-05 7.54626e-05 7.14375e-05 5.30725e-05 8.94377e-05
threshold=-0.013874999999999998 -0.033174999999999989 -0.057604999999999996 0.077655000000000016 -0.10151999999999999 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4
right_child=1 2 4 -5 -6 -7
leaf_value=0.00029539155444639498 -0.00061781643807078449 0.00053827882475680517 0.00039859359779933167 4.4253848225536547e-05 -0.0003962490770676455 -0.00029105036861997667
leaf_weight=0.0012445157619311023 0.0012561752390096419 0.0010250262200500728 0.0016074042120614754 0.0012501645362230059 0.0012363362381379718 0.0013140092922503798
leaf_count=329 714 362 220 691 677 128
internal_value=0 -5.21061e-05 6.17644e-05 -0.000287575 -5.57126e-05 8.84018e-05
internal_weight=0 0.00768912 0.00518278 0.00250634 0.00415775 0.00292141
internal_count=3121 2792 1387 1405 1025 348
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=6
num_cat=0
split_feature=52 52 0 2 1
split_gain=1.31903e-05 2.34027e-05 2.45915e-05 2.45115e-05 6.20963e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 0.10638500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0077220468872012012 -0.015576064008961513 0.011563909048995213 0.015356878716006109 -0.015787796394248047 -0.016367912445779335
leaf_weight=0.0017227234313044182 0.0010762407430788918 0.0014713673999290572 0.0014433876876635016 0.0011563953687976896 0.0010775916873918476
leaf_count=771 438 234 1201 338 139
internal_value=0 -0.00216511 0.000638181 -0.00373335 0.00179613
internal_weight=0 0.00622498 0.00514874 0.00367737 0.00252098
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=6
num_cat=0
split_feature=1 42 3 3 3
split_gain=1.43384e-05 3.38474e-05 4.07568e-05 2.43664e-05 2.2222e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.019478796900116446 0.0088348307387323115 -0.013232130549111425 -0.013150662761315865 0.014836752561478459 -0.0057896315749149559
leaf_weight=0.0010914766539371762 0.0014861030786788082 0.0019091772887941984 0.0013535107245110818 0.0010002803886546502 0.0010931199236759621
leaf_count=253 279 1443 907 149 90
internal_value=0 -0.00206113 0.00263821 -0.00269442 0.00406618
internal_weight=0 0.00644756 0.00453839 0.00344691 0.0020934
internal_count=3121 2842 1399 1146 239
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=6
num_cat=0
split_feature=457 1 4 4 0
split_gain=2.35571e-05 4.55695e-05 6.36431e-05 2.57582e-05 2.02036e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.00024844728964850088 0.00025706361495756548 -3.3146667711508288e-05 -0.00043333977129457067 0.00034426855913448297 -9.5766118379349865e-05
leaf_weight=0.0010341723650794789 0.0011931675418692137 0.0013611926850735933 0.0019072407491942463 0.0014210631623146886 0.0017908689717817327
leaf_count=1500 289 193 634 261 244
internal_value=0 -3.95157e-05 -0.000156595 0.000159622 3.02412e-05
internal_weight=0 0.00751454 0.00473228 0.00278226 0.00282504
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=6
num_cat=0
split_feature=3 3 47 1 3
split_gain=1.37301e-05 2.27361e-05 3.83554e-05 3.66324e-05 3.52984e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017070802508579359 0.0093975121349166059 -0.014280194989064876 0.015619627493132249 -0.011434727052585199 0.011998596653032491
leaf_weight=0.001392869966175951 0.0012961284635395502 0.0012052742283000933 0.0013354274615322709 0.0010516027360885655 0.0016536493480477535
leaf_count=1489 192 132 330 244 734
internal_value=0 -0.00185476 0.000901465 -0.00389464 0.00288945
internal_weight=0 0.00663882 0.00543355 0.00409812 0.00270525
internal_count=3121 2929 2797 2467 978
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=6
num_cat=0
split_feature=13 52 52 16 0
split_gain=1.24802e-05 2.38288e-05 4.71005e-05 2.89575e-05 3.73587e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.037344999999999996 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015608552667880455 0.0077390890833755437 0.02025089554926883 -0.0067889572843139612 -0.015526847327038545 0.01724181884429558
leaf_weight=0.0010739630778187079 0.0016445955358362664 0.0010005889592281311 0.0017624531349673637 0.0014173091814649154 0.0010221029654638957
leaf_count=633 217 267 319 601 1084
internal_value=0 -0.00204716 0.000752371 -0.00389081 0.00203181
internal_weight=0 0.00627642 0.00520245 0.00420187 0.00278456
internal_count=3121 2904 2271 2004 1403
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=6
num_cat=0
split_feature=0 47 3 42 12
split_gain=1.23937e-05 3.20319e-05 5.67194e-05 7.56602e-05 2.40297e-05
threshold=-0.019414999999999998 0.086380000000000012 0.090900000000000009 1.0000000180025095e-35 0.080890000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.02726149469470425 0.017661238181537479 -0.013900884158985188 0.017212903957506933 0.010646719845660079 -0.0022290148779915988
leaf_weight=0.0010391738801037043 0.0010153863126617015 0.0017371117023350108 0.0015362896614976116 0.0010672125711171125 0.0015116151498579323
leaf_count=911 193 368 222 1255 172
internal_value=0 -0.00272697 0.00260163 -0.00805508 0.00576318
internal_weight=0 0.00537979 0.00364268 0.00210639 0.002527
internal_count=3121 2756 2388 2166 365
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=7
num_cat=0
split_feature=3 2 12 48 15 3
split_gain=1.99123e-05 2.81201e-05 3.36109e-05 5.34484e-05 7.59239e-05 7.93596e-05
threshold=0.13524500000000003 0.11548000000000001 0.10345000000000001 0.083985000000000018 -0.016799999999999995 -0.086769999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00066686224451865017 0.00021842791764980024 0.00025663937085595729 0.00022837711054523457 0.00015838206732312536 -0.00048675922163193564 0.00024569537165766134
leaf_weight=0.0012815250996266758 0.0013959716235435434 0.001065522986412765 0.0010645993630339695 0.0014834375276307345 0.0010043833039909663 0.0013111282097820537
leaf_count=591 192 328 219 401 539 851
internal_value=0 -3.742e-05 -8.84083e-05 -0.00015479 -0.000283944 -7.20164e-05
internal_weight=0 0.0072106 0.00614507 0.00508047 0.00359704 0.00231551
internal_count=3121 2929 2601 2382 1981 1390
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=6
num_cat=0
split_feature=3 0 0 52 4
split_gain=1.19315e-05 2.34153e-05 5.64058e-05 3.90294e-05 2.06438e-05
threshold=0.13524500000000003 -0.061629999999999997 -0.10607499999999999 -0.0064899999999999992 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.01410500564461975 0.0087889689719996243 -0.006267633676628713 -0.026708594248253288 0.01022930423237603 0.011596271187318305
leaf_weight=0.0010884627152562671 0.0012898473802753158 0.0010085408763304397 0.0010387850932147332 0.0016708835839716442 0.0018040540737009423
leaf_count=169 192 220 1940 285 315
internal_value=0 -0.0017254 -0.00684686 0.000630296 0.00519063
internal_weight=0 0.00661073 0.00379813 0.00275935 0.00281259
internal_count=3121 2929 2394 454 535
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=6
num_cat=0
split_feature=52 52 0 15 16
split_gain=1.24807e-05 2.28721e-05 1.97425e-05 2.23872e-05 2.12465e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.03241999999999999 0.0013750000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0075562968072961506 -0.015445853848725079 0.010459424836663926 0.0055224031030129579 -0.020623261330349654 -0.00016897478315259785
leaf_weight=0.0017082759086552695 0.0010632821340165301 0.0014692852698683896 0.0016136336448693378 0.0010018393708634216 0.0010298705231064713
leaf_count=771 438 234 570 975 133
internal_value=0 -0.00210095 0.000673323 -0.00327104 -0.010255
internal_weight=0 0.00617791 0.00511463 0.00364534 0.00203171
internal_count=3121 2350 1912 1678 1108
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=7
num_cat=0
split_feature=3 13 47 3 52 12
split_gain=1.65503e-05 3.37141e-05 3.99346e-05 7.49609e-05 9.05416e-05 2.17194e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.092530000000000015 -0.049509999999999992 -0.066844999999999988 0.090345000000000023
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.0001727084849482941 -3.3396773106992097e-05 -0.00046724705747019338 -0.00043760118272008779 -0.00030445205604575195 0.00044075451077105193 0.00037290774963579979
leaf_weight=0.0016628149688985945 0.0010198541649824823 0.0010728007887235978 0.0012357186826922033 0.0010327973654584183 0.00159472259504459 0.0010035936423816779
leaf_count=303 717 1270 221 237 247 126
internal_value=0 -4.50296e-05 -0.000132408 -3.0489e-05 0.000147837 0.000168123
internal_weight=0 0.00695949 0.00493604 0.00370032 0.00262752 0.00202345
internal_count=3121 2818 1975 1754 484 843
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=6
num_cat=0
split_feature=52 52 160 4 1
split_gain=1.2754e-05 2.73905e-05 3.64117e-05 5.70426e-05 3.35742e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.015560377955277059 -0.010037740372175922 0.015351127627603271 -0.022504469103041044 0.013068276610579625 -0.0074092360495581506
leaf_weight=0.0010395642097906482 0.0010929185161144854 0.0011942009034530332 0.0013414486573486949 0.0014862606593934408 0.0017357173275675435
leaf_count=469 501 562 1025 341 223
internal_value=0 0.001601 -0.00132966 -0.00517726 0.0020368
internal_weight=0 0.00679719 0.00560299 0.00456343 0.00322198
internal_count=3121 2620 2058 1589 564
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=7
num_cat=0
split_feature=151 1 15 4 2 4
split_gain=1.1886e-05 3.6933e-05 7.82536e-05 5.11193e-05 2.99102e-05 2.67755e-05
threshold=-0.081519999999999981 0.111945 -0.095869999999999983 0.24564500000000003 0.10097500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4
right_child=1 3 4 -5 -6 -7
leaf_value=-0.010165080833138091 -0.028422400051484078 -0.0033224652817205797 -0.0018922827985044883 0.026116438935428206 -0.0091293514958412907 0.020041937696023644
leaf_weight=0.0010054779201923115 0.001005319041757225 0.0011627328853015405 0.0010148224817634385 0.0011971699267207089 0.0012563221471944539 0.0012323850603389395
leaf_count=415 290 183 184 251 423 1375
internal_value=0 0.00147607 -0.0038289 0.0116118 0.00322807 0.0101366
internal_weight=0 0.00686875 0.00450885 0.0023599 0.00350353 0.00224721
internal_count=3121 2706 2272 434 1982 1559
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=6
num_cat=0
split_feature=40 4 16 1 1
split_gain=1.84981e-05 4.03379e-05 5.80453e-05 5.41126e-05 6.31791e-05
threshold=-0.013874999999999998 -0.10429499999999998 -0.008904999999999998 0.11212500000000002 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00012243527529824679 -0.0003963305810941644 -0.00032339612658739393 0.00025848944880622204 -0.00046553787841039116 0.00031070095289420838
leaf_weight=0.0012015969563750001 0.0017875136316283912 0.0011822814255806071 0.0015936123910706397 0.0015851917858052747 0.0012353542806196435
leaf_count=329 322 1382 723 195 170
internal_value=0 -0.000139898 -5.7993e-05 -0.000183992 6.12383e-07
internal_weight=0 0.00738395 0.00559644 0.00400283 0.00241764
internal_count=3121 2792 2470 1747 1552
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=7
num_cat=0
split_feature=47 4 151 1 13 15
split_gain=2.87577e-05 2.78289e-05 3.79716e-05 7.31965e-05 4.08735e-05 3.6813e-05
threshold=0.11669500000000001 0.24564500000000003 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997 -0.43375999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.00028192747914641239 -0.00031434850369804236 -6.0674621342573938e-05 -0.00017582693616083046 -0.00042288980617676393 0.00032407466654997427 0.00043625135708705694
leaf_weight=0.0011262778982868739 0.001008666866809998 0.0010250306840099382 0.0011678506157423562 0.0018123399159613177 0.0013624241103156586 0.0013001741272544933
leaf_count=443 133 169 791 748 610 227
internal_value=0 3.75034e-05 -3.88934e-05 -0.0001221 9.33446e-05 0.000217189
internal_weight=0 0.0077941 0.00546889 0.00434261 0.00253027 0.0023252
internal_count=3121 2988 2592 2149 1401 396
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=7
num_cat=0
split_feature=159 49 47 4 52 1
split_gain=3.13705e-05 3.26881e-05 3.91363e-05 3.14227e-05 9.0636e-05 6.7511e-05
threshold=-1.0000000180025095e-35 -0.081404999999999991 0.10254000000000001 0.0052350000000000009 0.0031350000000000002 0.104035
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.00033202476115650213 0.00035762908766673519 -0.00057303878577908763 0.0002821961694263528 0.00046827767654619002 0.00011977438320678629 -0.00016203335241006655
leaf_weight=0.001018933829670692 0.0010398186539165343 0.0014625399454553864 0.0013795788541092514 0.0010095846410480809 0.001441553679063093 0.0018513610308595928
leaf_count=509 223 973 193 304 630 289
internal_value=0 3.28103e-05 -1.44634e-05 -8.54543e-05 -0.000229135 6.03939e-05
internal_weight=0 0.00818444 0.00714462 0.00576504 0.00290409 0.00286095
internal_count=3121 2612 2389 2196 1603 593
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=7
num_cat=0
split_feature=52 15 1 1 3 0
split_gain=2.21434e-05 3.17704e-05 6.379e-05 7.9259e-05 5.72346e-05 4.85902e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.094385000000000011 -0.084074999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4
right_child=-2 4 5 -5 -6 -7
leaf_value=-0.00021204162167817633 -0.00024810286533598266 -0.00012658977416428444 -0.00062739334887998454 0.0005530887727063056 0.00039833088082936774 -3.4336627319884411e-05
leaf_weight=0.0010488028398684852 0.0012234916974645802 0.001364006186215926 0.0010079925205627831 0.0010333897288070945 0.0019265911529247445 0.0011227853487999111
leaf_count=684 501 751 105 198 654 228
internal_value=0 3.6377e-05 -7.63818e-05 0.000167692 0.000180743 -0.00031489
internal_weight=0 0.00750357 0.00421297 0.00208219 0.0032906 0.00213078
internal_count=3121 2620 1215 882 1405 333
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=7
num_cat=0
split_feature=151 4 48 2 2 4
split_gain=1.66989e-05 6.0107e-05 3.61925e-05 4.60813e-05 5.0948e-05 7.31071e-05
threshold=-0.08323499999999999 0.27287000000000006 0.091545000000000015 0.10097500000000002 0.088930000000000023 0.071150000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00024083301866300786 -0.00047458573313358929 0.00037178617714718937 0.00023663233327354935 -0.00045339415405708 0.00033238930625983243 0.00020482785547109572
leaf_weight=0.0010015669205676574 0.0013887880870503519 0.0015609318280470916 0.0012611436334663108 0.0012921190919710844 0.0010884009364834153 0.0010843217069362618
leaf_count=373 1191 309 275 419 485 69
internal_value=0 2.83614e-05 -5.93053e-05 -0.0001362 -2.11222e-05 -0.0001767
internal_weight=0 0.00767571 0.00611477 0.00485363 0.00356151 0.00247311
internal_count=3121 2748 2439 2164 1745 1260
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=6
num_cat=0
split_feature=52 160 13 4 1
split_gain=1.19958e-05 1.95048e-05 3.25823e-05 2.40021e-05 3.55147e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.11061500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0072712054917162374 -0.013535346805714383 0.011871641778742698 -0.015871532375477438 0.014851805500091459 -0.01168881804612637
leaf_weight=0.0017240925697245149 0.0012124272182930844 0.0016953930612473543 0.0012839346865509168 0.0010113017872223136 0.0010054376141400208
leaf_count=771 825 431 790 196 108
internal_value=0 -0.00215741 0.000603749 -0.00518401 0.00162008
internal_weight=0 0.00620849 0.00499607 0.00330067 0.00201674
internal_count=3121 2350 1525 1094 304
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=6
num_cat=0
split_feature=16 1 47 4 4
split_gain=1.19415e-05 3.66523e-05 6.80201e-05 3.8816e-05 1.91707e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 -0.0016099999999999997 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.010187280349182322 -0.0046259548801099197 0.024111481422492722 -0.0067972839830976245 -0.02008808877951837 0.012430415654003275
leaf_weight=0.0010217194523300561 0.0018263135801112459 0.0015629231641124453 0.0013077259078104705 0.0011712059540516092 0.0010309571960952441
leaf_count=130 277 445 160 555 1554
internal_value=0 0.00139654 0.010031 -0.00475627 0.00152831
internal_weight=0 0.00689913 0.00287065 0.00402848 0.00285727
internal_count=3121 2991 605 2386 1831
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=6
num_cat=0
split_feature=0 47 2 4 12
split_gain=1.27003e-05 2.58529e-05 3.37677e-05 4.86351e-05 2.45011e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 0.080890000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0048162204630048649 0.017745353251171464 -0.014465993243368398 -0.011991896883716276 0.022256577905325564 -0.0023059567774150833
leaf_weight=0.0014330520022586811 0.0010182122335239034 0.0014106702502478556 0.0012887448070204874 0.0012357887002052597 0.0015177888715498748
leaf_count=1703 193 310 388 355 172
internal_value=0 -0.0028424 0.0013008 0.00771966 0.00574471
internal_weight=0 0.00536826 0.00395759 0.00266884 0.002536
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=7
num_cat=0
split_feature=0 15 47 3 42 1
split_gain=2.60088e-05 6.61323e-05 4.36797e-05 5.33261e-05 4.7256e-05 2.49404e-05
threshold=-0.019414999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.090900000000000009 1.0000000180025095e-35 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00043403173857240823 0.00055288113159820637 -7.3336210475620443e-05 -0.000526404435945443 0.00030783068921139784 0.00013320979184658441 -9.5944797279411085e-05
leaf_weight=0.0011428309088040041 0.0010068540372130189 0.0018210405247842806 0.0010245921742753044 0.0016762037135126819 0.0011160907566314553 0.001045559904227422
leaf_count=888 114 251 296 218 1236 118
internal_value=0 0.000149625 -7.84359e-05 4.28541e-05 -0.000153768 -0.000308995
internal_weight=0 0.00282789 0.00600528 0.00393513 0.00225892 0.00207015
internal_count=3121 365 2756 2342 2124 414
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=8
num_cat=0
split_feature=147 52 13 3 2 3 0
split_gain=2.06598e-05 3.44599e-05 3.83329e-05 5.25524e-05 5.93047e-05 5.49208e-05 6.01812e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 0.097915000000000016 0.10276500000000001 -1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.00034670797349889941 0.00024064327184869931 -0.00035733598615951458 -0.00060215992097551049 -0.0004587904261018059 0.00045360356260263924 0.00028162085282344072 3.6871113886719086e-05
leaf_weight=0.0011071025417455655 0.0011578358345798239 0.0011245721068445635 0.0010540562765625552 0.0010026978442674445 0.0010171497011742707 0.0010597093552351536 0.0012251944200026245
leaf_count=129 183 496 1517 96 439 113 148
internal_value=0 -4.05447e-05 1.45526e-05 -5.4069e-05 3.90906e-05 -8.71828e-05 -0.000258653
internal_weight=0 0.00759048 0.00646591 0.00535881 0.00435611 0.00333896 0.00227925
internal_count=3121 2938 2442 2313 2217 1778 1665
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=7
num_cat=0
split_feature=1 0 0 13 13 1
split_gain=2.07672e-05 2.97877e-05 5.03425e-05 3.92399e-05 3.55606e-05 1.68003e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.074479999999999977 -0.084034999999999985 -0.036034999999999991 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2
right_child=5 2 4 -5 -6 -7
leaf_value=0.00023241870891216592 0.00027903298160830914 -5.558686493608479e-05 -0.00022105826654549257 -0.00057304878121572985 0.00023411792788110609 -2.7730644130362032e-05
leaf_weight=0.0010899380329236737 0.0015463924033936936 0.0010221778096861566 0.0010952642690273524 0.0012553715789996411 0.0016600554524328331 0.0012342100248689098
leaf_count=104 242 667 314 1197 373 224
internal_value=0 -6.14678e-05 -0.000125113 -0.000340809 5.31813e-05 0.000142872
internal_weight=0 0.00612281 0.00503287 0.00227755 0.00275532 0.0027806
internal_count=3121 2655 2551 1864 687 466
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=6
num_cat=0
split_feature=40 2 13 1 16
split_gain=1.19282e-05 3.01544e-05 5.09925e-05 4.97218e-05 4.01986e-05
threshold=-0.013874999999999998 0.093175000000000022 -0.033284999999999988 0.10508500000000001 -0.032969999999999992
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -4
right_child=1 3 4 -5 -6
leaf_value=0.0094995529104957895 -0.014032866379032225 -0.022199815210732835 0.0017055669208977109 0.0027388124539088361 0.027144490164314323
leaf_weight=0.0011170081375449304 0.0010402539026036339 0.0014745353723205662 0.0015027695230331374 0.001746267499792664 0.0010588531820353705
leaf_count=329 1068 690 526 293 215
internal_value=0 -0.00164808 0.00463852 -0.00867849 0.0122208
internal_weight=0 0.00682268 0.00360188 0.0032208 0.00256162
internal_count=3121 2792 1809 983 741
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=5
num_cat=0
split_feature=0 15 47 15
split_gain=1.27355e-05 2.83524e-05 2.81785e-05 3.08521e-05
threshold=0.056435000000000006 1.0000000180025095e-35 0.086380000000000012 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0040565080520599921 0.0080043265725049662 -0.01579650860545492 -0.0085465110004857327 0.015532076805893136
leaf_weight=0.0014482700297147664 0.0015665103791597957 0.0012155984851848255 0.0018843872579689365 0.0018075360637309049
leaf_count=409 204 1187 376 945
internal_value=0 -0.00206226 0.00118574 0.00681855
internal_weight=0 0.00635579 0.00514019 0.00325581
internal_count=3121 2917 1730 1354
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=6
num_cat=0
split_feature=49 16 3 16 4
split_gain=1.96511e-05 3.01684e-05 4.6443e-05 7.25619e-05 3.8925e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 -0.083539999999999989 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00017110449412454333 -0.00042068985018776689 0.00025372138160814682 0.0002725988354219137 -0.00050953748762969011 1.7523623843277309e-06
leaf_weight=0.0019757463089993439 0.0013818479652307012 0.0010487004420330938 0.0019386078897555294 0.0010967915723856944 0.0011975164397257743
leaf_count=425 188 300 820 699 689
internal_value=0 -5.15569e-05 -0.000108575 -6.68468e-06 -0.000242669
internal_weight=0 0.00666346 0.00561476 0.00423292 0.00229431
internal_count=3121 2696 2396 2208 1388
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=7
num_cat=0
split_feature=0 13 47 15 0 43
split_gain=1.70226e-05 4.08792e-05 4.65164e-05 6.37762e-05 7.985e-05 2.68532e-05
threshold=-0.019414999999999998 -0.15078499999999997 0.092530000000000015 -0.095244999999999982 -0.11242999999999999 -0.043144999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00028352314929929118 0.00036456368820346631 0.00031778899152686186 -0.0004634275437430832 0.0001078602581417064 -0.00062747414384318155 -3.1177443897367238e-05
leaf_weight=0.0010589049891357241 0.0010666049757501442 0.0013086435308292776 0.0012746312908290978 0.0012551807410218839 0.0010366882306324246 0.0017259767379973784
leaf_count=198 146 333 281 193 1751 219
internal_value=0 -6.56741e-05 -0.000141522 -2.75623e-05 -0.000224756 0.000119973
internal_weight=0 0.00593405 0.00487514 0.00360051 0.00229187 0.00279258
internal_count=3121 2756 2558 2277 1944 365
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=6
num_cat=0
split_feature=52 16 151 13 15
split_gain=1.20913e-05 3.35254e-05 3.26097e-05 4.59367e-05 6.40886e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0083949999999999979 0.0076650000000000008 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011742486333556137 0.0086595025364008139 -0.016872391602570851 -0.0069094586472652243 -0.011345399511024685 0.02380698408830682
leaf_weight=0.0013758421065922658 0.0013229375642591018 0.0012083219246581201 0.001068337677592554 0.0010995671331666393 0.0018651619074902103
leaf_count=461 553 458 281 224 1144
internal_value=0 -0.00181282 0.00155141 0.00608649 0.0126205
internal_weight=0 0.00661723 0.00540891 0.00403307 0.0029335
internal_count=3121 2568 2110 1649 1425
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=6
num_cat=0
split_feature=13 1 2 12 4
split_gain=1.41687e-05 2.53358e-05 2.65045e-05 3.23841e-05 2.38713e-05
threshold=0.11217000000000001 0.11829500000000003 0.099185000000000009 0.084100000000000022 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.003274359154964305 0.00816720390743963 0.011479136735984248 0.014342305175043963 -0.024734365514304982 -0.0067868127222609782
leaf_weight=0.0018978357108111023 0.0016556587199474688 0.0011088724298076377 0.0010250633016144854 0.0011170981468648917 0.0011177578638912218
leaf_count=469 217 317 377 1473 268
internal_value=0 -0.0022341 -0.00518232 -0.0112258 0.00332074
internal_weight=0 0.00626663 0.00515776 0.00301493 0.00214282
internal_count=3121 2904 2587 1942 645
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=6
num_cat=0
split_feature=43 43 3 3 2
split_gain=1.21329e-05 4.00998e-05 1.77229e-05 2.94525e-05 2.89032e-05
threshold=-0.052894999999999991 -0.092909999999999979 -0.116045 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0043124184045708076 0.0068961704524487244 0.02069332017712491 -0.018817940231881096 0.0085962011709157151 -0.012978993943151412
leaf_weight=0.0016539524894665677 0.0013685260306287193 0.0010474323886151596 0.0012697351859269294 0.0015224522464675602 0.0010485721801514367
leaf_count=465 209 970 1119 192 166
internal_value=0 0.00538328 -0.00287531 -0.00635705 -0.000203073
internal_weight=0 0.00270138 0.00520929 0.00384076 0.00257102
internal_count=3121 1435 1686 1477 358
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=6
num_cat=0
split_feature=13 1 43 47 16
split_gain=1.17708e-05 2.46999e-05 3.24159e-05 6.58532e-05 3.44542e-05
threshold=0.11217000000000001 0.077565000000000009 -0.074359999999999996 1.0000000180025095e-35 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012933994431665419 0.0074495339479644486 0.017191372643230101 0.018809166072184334 -0.022806128705034096 -0.004689463182527936
leaf_weight=0.0015602749771984614 0.0016545757768566772 0.0010372684717387384 0.0011631159139883691 0.0011371821199782544 0.0013460633304189476
leaf_count=1523 217 433 220 199 529
internal_value=0 -0.00203692 0.00159327 -0.00284387 0.00620319
internal_weight=0 0.0062439 0.00468363 0.00364636 0.00250918
internal_count=3121 2904 1381 948 749
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=7
num_cat=0
split_feature=3 3 0 0 3 16
split_gain=1.55306e-05 3.65975e-05 5.33274e-05 4.89521e-05 3.62748e-05 3.15655e-05
threshold=0.13524500000000003 0.083060000000000009 -0.061629999999999997 -0.10607499999999999 -0.13309499999999996 -0.090344999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=9.7587626117021334e-05 0.00018981400595448304 -1.2853596994949497e-05 1.0332524982444358e-05 -0.00046556652482555497 0.00047107113631080405 -0.00049961993805972145
leaf_weight=0.0013041531879198348 0.0013888119642066219 0.0010176748561518956 0.0012851342026219126 0.0010889553396875324 0.0013441307284215434 0.0010311727687537346
leaf_count=302 192 84 173 1938 288 144
internal_value=0 -3.69847e-05 5.31119e-05 -0.000158669 0.000245871 -0.00025784
internal_weight=0 0.00707122 0.00502237 0.00239311 0.00262926 0.00204885
internal_count=3121 2929 2701 2240 461 228
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.36896e-05 2.63626e-05 4.00531e-05 4.38242e-05 3.3599e-05
threshold=0.13524500000000003 0.083060000000000009 -0.061629999999999997 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0052065159647754437 0.009343238412270154 -0.011774332669228636 -0.00084834060110628199 -0.022968284168755501 0.022567302687825176
leaf_weight=0.0012192662645752689 0.0012980730663181457 0.001915250299420526 0.0012137524226736307 0.0010088714042759944 0.0012376521158376005
leaf_count=302 192 228 173 1938 288
internal_value=0 -0.00189148 0.00215339 -0.00755066 0.0109736
internal_weight=0 0.00659479 0.00467954 0.00222814 0.0024514
internal_count=3121 2929 2701 2240 461
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=2.22083e-05 3.12067e-05 4.8846e-05 6.89328e-05 3.91153e-05 3.57106e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00021483893749189883 0.00021626603788211504 0.00025855616022163257 0.00028288078127407338 -0.0006924448008362123 -0.00018607511263307738 -0.00022148388467408707
leaf_weight=0.0016323558137380327 0.0014486511678718167 0.0010820652446201055 0.0010573518465355931 0.0011270506226051841 0.0012228694536038308 0.0012919700303444511
leaf_count=712 192 328 263 1159 327 140
internal_value=0 -4.91719e-05 -0.000101762 -0.000178874 -0.000428936 2.20711e-05
internal_weight=0 0.00741366 0.0063316 0.00527425 0.00234992 0.00292433
internal_count=3121 2929 2601 2338 1486 852
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=7
num_cat=0
split_feature=15 1 12 2 48 2
split_gain=3.04893e-05 2.87925e-05 4.77153e-05 4.80584e-05 3.00627e-05 4.39624e-05
threshold=-0.24436499999999997 0.12811000000000003 0.09857500000000001 0.073895000000000002 0.083985000000000018 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00027645008760851958 -0.00038825393634762153 0.00023648047890639695 -0.00048452345567231926 0.00013348569096000866 0.00026811139710778689 -0.00038254620991735779
leaf_weight=0.0012658895367359353 0.0011356797050993753 0.0011350625244201072 0.001051501930861903 0.0016498431812354099 0.0017025470312983472 0.0010316085915744926
leaf_count=253 531 117 407 1148 374 291
internal_value=0 -5.18962e-05 -0.000101708 -2.8782e-05 6.43396e-05 -6.50422e-05
internal_weight=0 0.00770624 0.00657118 0.00551968 0.004384 0.00268145
internal_count=3121 2868 2751 2344 1813 1439
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=7
num_cat=0
split_feature=2 15 4 2 48 0
split_gain=1.82051e-05 2.79428e-05 3.68657e-05 5.77809e-05 6.47535e-05 6.44078e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.098655000000000007 0.10981000000000002 0.082620000000000013 -0.026509999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00023370882884041056 0.00025286666147173213 -1.3579612049778729e-05 -0.00034448847639319269 0.00036770906700211054 0.00030028099184712433 -0.00062867143033685743
leaf_weight=0.0011330774651052752 0.0011223920049840529 0.0014952155737004904 0.0015633545540380484 0.0012372362224738224 0.0010103775666960649 0.0011640714111929233
leaf_count=199 278 1629 254 341 274 146
internal_value=0 -3.27323e-05 -8.2275e-05 1.26705e-06 -0.00012228 -0.000282829
internal_weight=0 0.00759265 0.00647026 0.0049069 0.00366966 0.00265929
internal_count=3121 2922 2644 2390 2049 1775
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=7
num_cat=0
split_feature=1 3 15 3 3 3
split_gain=1.12814e-05 3.68862e-05 5.6918e-05 8.53279e-05 3.13907e-05 4.68212e-05
threshold=0.094385000000000011 -0.13309499999999996 -0.053579999999999996 0.10893000000000001 -0.083924999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0070384264623724992 -0.013384137310788403 0.036344266234887943 -0.0088332081641755902 -0.003348089676199463 -0.027531610368410692 0.0026700029722231118
leaf_weight=0.0014369826427667993 0.0010204239784242656 0.00117262413431836 0.0012388539463669811 0.0010064422175715213 0.0010132091401338973 0.001040404391384463
leaf_count=924 165 347 271 160 1165 89
internal_value=0 0.00330032 0.00828148 0.0180116 -0.00429821 -0.0122308
internal_weight=0 0.00443834 0.00341792 0.00217907 0.0034906 0.00205361
internal_count=3121 943 778 507 2178 1254
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=7
num_cat=0
split_feature=457 2 3 12 43 1
split_gain=1.542e-05 2.88572e-05 6.03263e-05 4.34044e-05 4.38418e-05 2.41102e-05
threshold=0.045365000000000009 0.11293500000000002 0.090900000000000009 0.079890000000000017 -0.074359999999999996 0.11392000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=0.00024878508584472609 0.0002127732333188699 0.00038093811990130264 -0.00048662545498064818 7.379360016077442e-05 -0.00046183898676850095 -4.584629013626808e-05
leaf_weight=0.0016721692618364434 0.0011318051694116588 0.0010072398343371773 0.0012462476444517713 0.0013268550535024809 0.0010543601718230775 0.0010286336707650159
leaf_count=291 289 245 146 803 1111 236
internal_value=0 -3.31183e-05 -0.000109343 6.65606e-06 -0.000163375 0.000165303
internal_weight=0 0.00733551 0.00529963 0.00405338 0.00238122 0.00203587
internal_count=3121 2832 2351 2205 1914 481
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=7
num_cat=0
split_feature=2 48 2 0 0 15
split_gain=2.48182e-05 3.16881e-05 8.92306e-05 7.72301e-05 3.48212e-05 7.16113e-05
threshold=-1.0000000180025095e-35 0.083985000000000018 0.11237500000000002 -0.18113999999999997 -0.014954999999999998 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2
right_child=1 3 -4 -5 -6 -7
leaf_value=0.00026114817957349681 -0.0005050911684292412 -0.00020815594942364985 0.00033085230292694516 0.00048337023049346676 -0.00055581413207062285 0.00012433132662856427
leaf_weight=0.0011303904169497805 0.0012585743581853847 0.0012610243476179894 0.0012069089838340572 0.0012231941389188117 0.0012062274244477064 0.0015518513437120041
leaf_count=199 581 89 375 450 161 1266
internal_value=0 -4.99644e-05 -0.000136665 0.000132342 -0.000277144 -0.000157539
internal_weight=0 0.00770778 0.00522356 0.00248422 0.00401665 0.00281043
internal_count=3121 2922 2383 539 2008 1847
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=6
num_cat=0
split_feature=15 52 47 2 3
split_gain=1.62318e-05 2.59064e-05 3.9955e-05 5.85028e-05 3.30202e-05
threshold=-0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.011549999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0002095914734605909 -0.00027231667939401976 7.1483150007395753e-05 -0.00029586022234606203 -0.0001719957987303727 0.00049539593821866274
leaf_weight=0.0011967072622238025 0.0014405778603978807 0.0014346344382058086 0.0012105350009945755 0.0018003843053740224 0.0013918443961514104
leaf_count=253 654 1446 228 396 144
internal_value=0 -3.68282e-05 2.12866e-05 0.000104262 0.000280231
internal_weight=0 0.00727798 0.0058374 0.00462686 0.00282648
internal_count=3121 2868 2214 1986 1590
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=7
num_cat=0
split_feature=42 49 1 2 4 12
split_gain=1.23542e-05 2.71555e-05 2.97289e-05 2.9341e-05 2.31247e-05 2.572e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 0.090545000000000014 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019944828644195379 -0.0099421483282218989 0.017992471897235109 0.018266745721691648 0.0035025015963048426 -0.010325563484686148 -0.003897882789470189
leaf_weight=0.0010325144874566337 0.0010888743733996854 0.0010643123672528089 0.0013550987509439484 0.0011046750101275427 0.0012116858758293107 0.0010828128373476065
leaf_count=324 630 267 239 252 401 1008
internal_value=0 0.00152481 0.00576397 -0.00782532 0.000719777 0.00695299
internal_weight=0 0.0068511 0.00471391 0.00213719 0.00335881 0.00214713
internal_count=3121 2491 1915 576 1676 1275
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=6
num_cat=0
split_feature=2 51 4 48 2
split_gain=1.43315e-05 2.09596e-05 3.19187e-05 2.21767e-05 3.52712e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27287000000000006 0.082620000000000013 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.010994315172101102 -0.013493065223105749 0.00033237496694861197 0.016877982603983526 0.006603754857253636 -0.022363133603718739
leaf_weight=0.0010244096395146006 0.0012336991321674571 0.0019105446925570505 0.0010232612003082883 0.0016667581401309745 0.0010672968909898411
leaf_count=199 514 1443 241 457 267
internal_value=0 -0.00168107 0.000889994 -0.00263235 -0.00780199
internal_weight=0 0.00690156 0.00566786 0.0046446 0.00297784
internal_count=3121 2922 2408 2167 1710
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=7
num_cat=0
split_feature=52 13 3 2 0 1
split_gain=1.17057e-05 2.34869e-05 2.15324e-05 2.5084e-05 1.2016e-05 9.11482e-06
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 0.089775000000000008 -0.060129999999999996 0.090475000000000014
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0038974687965839133 -0.0095858740433316537 -0.012778774269265046 -0.014815427789856018 0.010993731840888581 0.0021818727576550425 0.017278861879237214
leaf_weight=0.0010314716333847417 0.0011050230176532167 0.0011336530731986785 0.0010707496656756563 0.0015484343546935571 0.0010197924210040301 0.0010050021765541845
leaf_count=545 501 847 133 734 130 231
internal_value=0 0.00151022 -0.00232622 0.00128622 -0.00569396 0.0105012
internal_weight=0 0.0068091 0.00477263 0.00370188 0.00215345 0.00203647
internal_count=3121 2620 1844 1711 977 776
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=8
num_cat=0
split_feature=42 39 49 159 1 150 52
split_gain=3.42486e-05 4.10264e-05 5.11049e-05 5.23387e-05 7.22916e-05 3.30776e-05 3.23552e-05
threshold=0.092620000000000022 0.089535000000000017 0.065470000000000014 0.076905000000000015 0.11212500000000002 0.081835000000000019 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00025297081864876622 -0.00029498821216725375 -0.00030587617242962555 0.00051274973731665603 0.00044242651170065293 -0.00046528901368479854 0.00037680487140461579 0.0001920767533723294
leaf_weight=0.0012706087161381513 0.0012675321950039739 0.0010640746912494404 0.0010203831248771448 0.0010108414897085586 0.0011998144607445606 0.0010840203672679832 0.0012419026256919076
leaf_count=599 630 136 476 286 137 224 633
internal_value=0 5.22409e-05 0.000108053 3.69439e-05 -4.85125e-05 9.05255e-05 -3.29894e-05
internal_weight=0 0.00789165 0.00682757 0.00580719 0.00479635 0.00359653 0.00251251
internal_count=3121 2491 2355 1879 1593 1456 1232
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=7
num_cat=0
split_feature=49 16 3 4 2 2
split_gain=1.72457e-05 3.10477e-05 5.34739e-05 5.84088e-05 6.65577e-05 2.28628e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 -0.10429499999999998 0.11215000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00015733596829701382 -0.00044203603536629798 0.00025614987190734667 -0.00038036177102874987 0.00014167001782833326 -0.00026025083837404256 0.00055545872786687842
leaf_weight=0.0019725859895271336 0.0013961441619991877 0.0010631713365105251 0.0011355688742028017 0.0010448123612075092 0.0010585642980933379 0.0010092895042223995
leaf_count=425 188 300 150 517 253 1288
internal_value=0 -5.12254e-05 -0.000109122 2.86711e-07 0.000139156 0.000344986
internal_weight=0 0.00670755 0.00564438 0.00424824 0.00311267 0.0020541
internal_count=3121 2696 2396 2208 2058 1805
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=7
num_cat=0
split_feature=457 1 43 3 12 0
split_gain=1.73681e-05 2.61878e-05 3.92424e-05 6.73641e-05 2.64198e-05 2.23792e-05
threshold=0.045365000000000009 0.111945 0.070450000000000013 0.088060000000000013 0.051320000000000005 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=8.1445544487513145e-05 0.00022005311677450494 0.00031256230854209694 0.00020404152102989302 -0.000655462297507942 -7.2120755331604453e-05 -0.0002908129482806164
leaf_weight=0.0016352534540827377 0.0011429790058445849 0.001319700829309423 0.0010582028897746223 0.0010099086488539327 0.0014303927049388028 0.0010009370586141889
leaf_count=1751 289 297 273 125 157 229
internal_value=0 -3.95221e-05 -0.000128381 -0.000224859 0.000112479 -5.98975e-05
internal_weight=0 0.0074544 0.0047043 0.0036461 0.00275009 0.00263619
internal_count=3121 2832 2378 2105 454 1980
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=8
num_cat=0
split_feature=52 0 15 1 1 0 15
split_gain=2.17299e-05 9.18812e-05 3.71037e-05 6.18854e-05 8.85961e-05 6.9994e-05 4.63037e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.11181500000000001 0.094385000000000011 -0.11756999999999999 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4
right_child=-2 -3 6 5 -6 -7 -8
leaf_value=-0.00023817607057202863 0.00020561734026596428 -0.00056565419372126328 0.00053922250524764711 -0.00066487372567835981 0.00057608719982358669 4.6820704591268294e-05 -2.3526916015921418e-05
leaf_weight=0.0010168510688698654 0.0015285884818341689 0.0011327204214094016 0.001066686778940435 0.0010477029901685628 0.0010383399484620544 0.0010778954872917488 0.0011884515842869683
leaf_count=676 553 127 306 105 191 221 942
internal_value=0 -5.06887e-05 3.9945e-05 -6.93978e-05 0.000173212 -0.000303972 0.000242655
internal_weight=0 0.00756865 0.00643593 0.00418079 0.00205519 0.0021256 0.00225514
internal_count=3121 2568 2441 1193 867 326 1248
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=7
num_cat=0
split_feature=2 13 52 2 52 52
split_gain=1.22186e-05 1.9958e-05 3.50096e-05 3.49819e-05 6.9861e-05 3.01322e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.087769999999999987 0.11704500000000001 0.084960000000000022 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010103025889857639 -0.020732170994448535 0.0095568486224648797 0.0017618409692406395 -0.016501048178023194 -0.015861352050811319 0.024304509649996173
leaf_weight=0.0010330454488982474 0.001037573749701837 0.0013111536168103344 0.0010844315762518566 0.0010420488377472364 0.0011547501343168848 0.0013083314308879152
leaf_count=199 605 205 380 281 800 651
internal_value=0 -0.00155406 -0.00414296 -0.000392597 0.00433911 0.0140879
internal_weight=0 0.00693829 0.00562714 0.00458956 0.00354751 0.00239276
internal_count=3121 2922 2717 2112 1831 1031
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=7
num_cat=0
split_feature=52 16 13 0 151 16
split_gain=1.4543e-05 3.02496e-05 5.40714e-05 8.86737e-05 4.02262e-05 4.2779e-06
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 -0.0083949999999999979 -0.095964999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018070550799668749 0.0094688661945642009 -0.017742286051567042 -0.015583994048365586 0.032174981096720977 0.010968104514584808 0.0019006714573406394
leaf_weight=0.00100856655397458 0.0013380588477266133 0.0010263209053613049 0.0014626769344334998 0.001032073570904693 0.0010014345304326015 0.0010829976226297167
leaf_count=304 553 427 294 755 296 492
internal_value=0 -0.00196245 0.000935888 0.00679354 -0.00167575 0.00625699
internal_weight=0 0.00661407 0.00558775 0.00412507 0.003093 0.00208443
internal_count=3121 2568 2141 1847 1092 788
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=7
num_cat=0
split_feature=15 13 16 52 0 3
split_gain=3.75008e-05 5.19009e-05 5.41629e-05 8.77435e-05 5.41116e-05 1.36361e-05
threshold=-0.11713499999999999 0.086705000000000018 -0.27167499999999994 -0.087769999999999987 -0.083914999999999976 -0.03694999999999999
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00039140882477431454 -0.00041305964382149646 0.00036815157566096366 -0.00040274907011256494 0.00045406788308141523 -6.2823404127324153e-05 -7.5413138861975688e-05
leaf_weight=0.0010787728101696822 0.0011308421470679446 0.0016256005671030993 0.0011211124559190296 0.0018371033073905732 0.0013515144885025035 0.0010228462717283451
leaf_count=222 176 281 508 775 897 262
internal_value=0 6.07257e-05 -3.11308e-05 6.90846e-05 0.00023498 -0.000237615
internal_weight=0 0.00706617 0.00544057 0.00430973 0.00318862 0.00210162
internal_count=3121 2637 2356 2180 1672 484
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=6
num_cat=0
split_feature=13 43 150 2 2
split_gain=2.27039e-05 2.83991e-05 4.42114e-05 5.68886e-05 3.70851e-05
threshold=0.11217000000000001 -0.074359999999999996 0.081835000000000019 0.097845000000000015 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0001611838337479321 0.00018676063540883696 -0.00052211848722882501 0.00018798611524034433 0.00019771610923378254 -0.00029132807907265043
leaf_weight=0.0016961687527581766 0.0018214208282957061 0.0015743211519354781 0.0012670754656584557 0.0012167386648971059 0.0011688608602401329
leaf_count=1050 217 1130 197 256 271
internal_value=0 -5.92717e-05 -0.00013081 -0.000232817 -4.18985e-05
internal_weight=0 0.00692316 0.005227 0.00395992 0.0023856
internal_count=3121 2904 1854 1657 527
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=7
num_cat=0
split_feature=147 52 0 2 1 2
split_gain=4.16799e-05 2.89429e-05 3.31235e-05 6.10755e-05 2.78585e-05 3.27855e-05
threshold=0.087350000000000025 -0.081429999999999989 -0.061629999999999997 0.10097500000000002 0.091785000000000019 0.11389000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00016283122710906037 0.00037359496455001949 -0.00049022338205069265 0.00038544536134689635 -0.00026949285129526993 5.4201673498423317e-05 -0.0003565821736971975
leaf_weight=0.0019515062930764411 0.0010236118795503386 0.0010486650565219038 0.0011876847478597609 0.0010154823086849895 0.0017626269916480922 0.0012963944262961494
leaf_count=730 146 1444 124 166 353 158
internal_value=0 -4.58616e-05 -0.000110396 8.35717e-05 -0.000214431 -0.000119886
internal_weight=0 0.00826236 0.00631085 0.00220317 0.00410769 0.00305902
internal_count=3121 2975 2245 290 1955 511
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.31918e-05 2.50711e-05 4.16673e-05 7.96246e-05 5.40733e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012788724397169019 0.010317760212183155 -0.015183802038276104 0.0082211892610165489 0.027453727605511465 -0.019464813922797097
leaf_weight=0.0015837054707607901 0.0010643764661481319 0.0011414721745340141 0.0017891722406287675 0.001245340243313223 0.001164645880399966
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00164012 0.00103325 0.00624619 -0.00269498
internal_weight=0 0.00692434 0.00578286 0.00419916 0.00295382
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=6
num_cat=0
split_feature=52 3 2 16 1
split_gain=1.25226e-05 2.83309e-05 5.54476e-05 9.83744e-05 4.04173e-05
threshold=0.10744000000000002 -0.13309499999999996 0.10613000000000002 -0.15012499999999998 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013989407992209471 0.0087593335648711839 0.03510193039962875 -0.014185180609821796 0.011679719906908019 -0.013347945925899263
leaf_weight=0.0014857364130881536 0.0013440323167460176 0.0010019864571480623 0.0015406397539517399 0.0011992508154902936 0.001396770826770412
leaf_count=268 553 147 452 1142 559
internal_value=0 -0.00182723 0.00168922 0.00848652 -0.00178624
internal_weight=0 0.00662438 0.00513865 0.00359801 0.00259602
internal_count=3121 2568 2300 1848 1701
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=6
num_cat=0
split_feature=2 0 52 0 16
split_gain=1.47651e-05 4.66925e-05 3.83758e-05 3.60483e-05 3.57745e-05
threshold=0.10912000000000001 -0.13455999999999999 0.084960000000000022 -0.10607499999999999 0.023255000000000001
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.013123013081834285 -0.0056143783478536033 0.022195696075037564 -0.017543472002907051 -0.016171817856224114 0.00831539313331911
leaf_weight=0.0016843334177798512 0.0013973325840451805 0.0010630153053948037 0.0013525240889857779 0.0014199194993437469 0.001028960630344146
leaf_count=277 164 457 820 1018 385
internal_value=0 0.00640121 -0.00292229 0.00186225 -0.00588288
internal_weight=0 0.00246035 0.00548574 0.00413321 0.00244888
internal_count=3121 621 2500 1680 1403
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=6
num_cat=0
split_feature=2 2 13 43 2
split_gain=1.43926e-05 2.63487e-05 2.3601e-05 1.9288e-05 1.54452e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.08971999999999998 -0.074359999999999996 0.11585500000000001
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -4
right_child=1 2 4 -5 -6
leaf_value=0.011008556851825564 -5.4805130413414112e-05 0.015657047731845272 -0.0094957647320753295 -0.014911137773307589 0.0074226214615928697
leaf_weight=0.0010277476348432429 0.001683634517761204 0.0012304145486911225 0.0011678535262040798 0.0018170624680951524 0.0010030674373642354
leaf_count=199 832 200 403 1171 316
internal_value=0 -0.00167579 0.00459243 -0.00776609 -0.00167868
internal_weight=0 0.00690203 0.00340134 0.0035007 0.00217092
internal_count=3121 2922 919 2003 719
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=6
num_cat=0
split_feature=49 52 42 2 15
split_gain=1.30598e-05 2.537e-05 6.64258e-05 7.47645e-05 6.17256e-05
threshold=-0.043469999999999995 0.10744000000000002 0.084050000000000014 0.10097500000000002 -0.036009999999999993
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074496620913692638 -0.0070319866197510756 0.0109287498241427 -0.025468074433130202 -0.018150648132604051 0.025350311188214097
leaf_weight=0.0018034713790551068 0.0010178612936868219 0.0011815252928459186 0.0012348282381863429 0.0012867696838345425 0.0013959113295192471
leaf_count=425 253 504 916 349 674
internal_value=0 -0.00223359 -0.00538464 0.00131697 0.0116951
internal_weight=0 0.0061169 0.00493537 0.00370054 0.00241377
internal_count=3121 2696 2192 1276 927
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=7
num_cat=0
split_feature=3 0 2 16 1 4
split_gain=1.35019e-05 3.3763e-05 9.4388e-05 4.99249e-05 4.84919e-05 3.39005e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.27167499999999994 0.11323000000000001 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0084597814475322764 -0.015402282028499917 -0.033626072998772398 0.0091499050994854978 0.013076467867739722 0.027202194822689086 -0.011805576201399865
leaf_weight=0.0015152403516327483 0.0011001720122254979 0.0010475393677487914 0.0010163021847382086 0.0011161134038933371 0.0010271600134681208 0.0010749136634253989
leaf_count=303 285 156 205 1562 162 448
internal_value=0 -0.00204081 -0.0125618 0.00298741 0.00927412 0.000869385
internal_weight=0 0.0063822 0.00206384 0.00431836 0.00321819 0.00219103
internal_count=3121 2818 361 2457 2172 2010
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 3
split_gain=1.46949e-05 2.33904e-05 2.85246e-05 5.15873e-05 4.86683e-05 7.43836e-06
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10699500000000002 -0.028889999999999996 -0.059315
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011143496508914403 0.0084319988564527538 0.011557407950194104 -0.018177073105134143 0.016136189151507205 -0.022769234176195377 -0.010697493309232767
leaf_weight=0.0010247433606965332 0.0012146886119421179 0.0011147449387347375 0.0011735672698403293 0.0013012389965608604 0.0010401850169592707 0.0010022462165968776
leaf_count=199 671 259 191 403 1278 120
internal_value=0 -0.00169643 -0.00427404 -0.000694646 -0.00741867 -0.0168455
internal_weight=0 0.00684667 0.00573193 0.00455836 0.00325712 0.00204243
internal_count=3121 2922 2663 2472 2069 1398
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=6
num_cat=0
split_feature=52 52 4 52 1
split_gain=1.55829e-05 2.6154e-05 3.78698e-05 2.91217e-05 3.43799e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.049749999999999996 0.10887500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.016517132207256136 -0.011038928556745759 0.015418806517103832 0.013518064000522582 0.01129755775836818 -0.012170064730008213
leaf_weight=0.0012350384842957814 0.0011037111068163052 0.001163347786023481 0.0017045803433090017 0.0010077706241610129 0.0016404071164791221
leaf_count=666 501 562 671 508 213
internal_value=0 0.00177781 -0.00106217 0.00332298 -0.0032394
internal_weight=0 0.00675114 0.0055878 0.00435276 0.00264818
internal_count=3121 2620 2058 1392 721
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=8
num_cat=0
split_feature=159 42 49 16 16 0 15
split_gain=3.90985e-05 3.91164e-05 5.07653e-05 7.70205e-05 0.000125559 9.54344e-05 6.03852e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.076109999999999997 -0.094359999999999986 0.16703000000000004 -0.084044999999999995 -0.15026499999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0003738945273700832 -0.00030270467078252229 0.00049506028727707829 0.00012754188934795341 9.0253127674794231e-05 -0.00029148959905185611 0.00092580577831934184 -0.00049021177011498865
leaf_weight=0.00102580055937851 0.0011443528833500645 0.0010088889743329046 0.0010244686760050566 0.0010603376681793777 0.0011954401693289379 0.0010420348891741155 0.0014977837383156384
leaf_count=509 791 229 173 412 323 415 269
internal_value=0 3.27911e-05 8.90114e-05 1.86242e-05 0.000215889 0.000504392 -0.000239297
internal_weight=0 0.00797331 0.00682895 0.00582007 0.00329781 0.00210237 0.00252225
internal_count=3121 2612 1821 1592 1150 827 442
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=6
num_cat=0
split_feature=1 3 3 3 12
split_gain=2.42721e-05 4.50459e-05 4.35548e-05 2.98306e-05 8.76693e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 0.11296500000000002 0.090995000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00013802738391983739 0.00052918525765523823 -0.00057095129082726666 -2.4383501899196611e-05 -0.00013444951749339755 -0.00010544848012659085
leaf_weight=0.0015652297735492234 0.0015899498386257635 0.0011119637390901299 0.001130351355614222 0.0015401555182010885 0.0017668784425145065
leaf_count=924 388 1165 89 228 327
internal_value=0 -0.000117239 -0.000295426 9.14829e-05 0.000195144
internal_weight=0 0.00380754 0.00224232 0.00489698 0.00335683
internal_count=3121 2178 1254 943 715
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=8
num_cat=0
split_feature=52 15 12 1 12 4 3
split_gain=3.52916e-05 4.10669e-05 4.58056e-05 4.3626e-05 5.27843e-05 7.50128e-05 8.05392e-05
threshold=0.15116000000000002 -0.24436499999999997 -0.029094999999999999 0.11507500000000002 0.092355000000000007 0.0061450000000000003 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00039591301537932527 -0.00034599565971251317 -0.00039232511652608165 0.00021582963541656047 0.00039176728245012303 -0.0003989884335662257 0.00044219054114327236 -0.00054207902713594106
leaf_weight=0.0011011763924532059 0.0010024651616366677 0.0010341780194598462 0.0011449065913452206 0.001182481889261365 0.0011294723292223528 0.0013943668420725711 0.0010186783256332769
leaf_count=234 377 238 677 149 647 208 591
internal_value=0 4.42614e-05 -1.18258e-05 5.52117e-05 -2.96901e-05 8.75438e-05 -0.000141016
internal_weight=0 0.00800526 0.00690408 0.00586991 0.00468742 0.00355795 0.00216358
internal_count=3121 2744 2510 2272 2123 1476 1268
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=6
num_cat=0
split_feature=13 1 150 3 2
split_gain=1.29753e-05 2.28177e-05 2.83118e-05 2.88327e-05 4.00173e-05
threshold=0.11217000000000001 0.077565000000000009 0.081835000000000019 0.095270000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012645184887486735 0.007846583692443853 -0.010264062696248452 0.013994108913571481 -0.01505789583181168 0.017361434252599846
leaf_weight=0.0015481175216276229 0.0016530906705574328 0.0010263093755201868 0.0012865291177243032 0.0013098810190227336 0.0010721219492751094
leaf_count=1523 217 556 278 227 320
internal_value=0 -0.0021171 0.00135452 -0.00341652 0.00385024
internal_weight=0 0.00624296 0.00469484 0.00340831 0.00209843
internal_count=3121 2904 1381 1103 876
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.27753e-05 3.687e-05 4.1666e-05 2.06348e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.020075451953514189 0.0082997373477588631 -0.013678114343810137 -0.01012299495957635 0.0054221696521789785
leaf_weight=0.0010801275746836298 0.0014932034172710973 0.0018938245920434964 0.001731570453277897 0.0016846922019467863
leaf_count=253 279 1443 785 361
internal_value=0 -0.00197394 0.00295572 -0.00245707
internal_weight=0 0.00639021 0.00449639 0.00341626
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=7
num_cat=0
split_feature=151 4 48 52 2 43
split_gain=1.75983e-05 6.62933e-05 3.87541e-05 4.90737e-05 7.05377e-05 6.81556e-05
threshold=-0.083274999999999988 0.36766000000000004 0.091545000000000015 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00024514380879012848 -0.00050894600760661838 0.00039911905344497211 0.00024196253443004744 -0.00020546041947485703 -0.00045106139028886324 0.00041990898123643057
leaf_weight=0.001004063495310268 0.0010755658491552402 0.0015105645853244138 0.0012990856538281038 0.0012265925590300205 0.0011092367486171405 0.0014766128974726478
leaf_count=369 463 287 278 1034 252 438
internal_value=0 3.08552e-05 -5.90555e-05 -0.000139057 -3.4704e-05 0.000136145
internal_weight=0 0.00769766 0.00618709 0.00488801 0.00381244 0.00270321
internal_count=3121 2752 2465 2187 1724 1472
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.26601e-05 2.98165e-05 3.91007e-05 3.99638e-05 3.3604e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0098914965579312251 -0.010766288035052397 0.020080562147840823 0.0036894637791924758 0.013880115937337931 -0.019257438630251349
leaf_weight=0.0011164632093055909 0.0015135252925113458 0.0013168218823621453 0.0013418918977004288 0.0013819281472442738 0.0012169258362044336
leaf_count=862 828 482 588 180 181
internal_value=0 0.00160163 0.00516205 0.000176949 -0.00722365
internal_weight=0 0.00677109 0.00525757 0.00394075 0.00255882
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 12
split_gain=1.202e-05 2.81477e-05 2.69373e-05 2.43799e-05 2.06459e-05 1.75664e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0032393421378453611 -0.0098715161701420813 0.016436387343979501 -0.019258175776911385 0.017215539421806685 -0.0091421460596976273 -0.0017917773626169909
leaf_weight=0.0010649959828453229 0.0010706348897558523 0.0010471009129221023 0.0010638509924522231 0.0013476615281609369 0.0012107352031034413 0.001067836951736324
leaf_count=434 630 267 142 239 401 1008
internal_value=0 0.00152764 -0.00800337 0.00586931 0.00127148 0.00723295
internal_weight=0 0.00680218 0.00212885 0.00467333 0.00332567 0.00211494
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=6
num_cat=0
split_feature=2 52 12 2 2
split_gain=1.33985e-05 1.92828e-05 2.66366e-05 2.2215e-05 4.05807e-05
threshold=-1.0000000180025095e-35 0.11434500000000002 0.095110000000000014 0.089885000000000007 0.11215000000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010641589938158377 -0.013414402817245369 -0.014303452341157622 0.012891379913494948 0.011125470128672842 -0.01249204125650937
leaf_weight=0.0010249869856021184 0.0014267313485322778 0.0010196776352331821 0.0013537939897364324 0.0018258609883974699 0.0012094461049364147
leaf_count=199 1144 478 532 487 281
internal_value=0 -0.00161894 0.00060501 -0.00312271 0.00171485
internal_weight=0 0.00683551 0.00581583 0.00446204 0.00303531
internal_count=3121 2922 2444 1912 768
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 3
split_gain=3.03462e-05 4.40359e-05 3.4369e-05 0.000106989 7.10145e-05 4.02151e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.10803500000000001 -0.10607499999999999 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00032433117778492716 0.00042038145593897494 -0.00029534652347561072 0.0003095172856984968 0.00052390810471870887 -0.00049923493598989658 -4.6918420485773879e-05
leaf_weight=0.0010123353228347126 0.00100202404153245 0.0013876969323018467 0.0011439580124547044 0.0013755037816487979 0.0014526956790669879 0.0015751619588033235
leaf_count=509 224 132 212 382 1336 326
internal_value=0 3.61536e-05 -1.93626e-05 4.96766e-05 -0.000106684 -0.000263929
internal_weight=0 0.00793704 0.00693502 0.00554732 0.00417182 0.00302786
internal_count=3121 2612 2388 2256 1874 1662
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.2124e-05 2.37347e-05 4.01095e-05 5.05087e-05 2.60814e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0096971388355842573 0.01127353872402366 -0.0054821752076072774 0.0024151573921050791 -0.028285776774423805 0.014161447683893503
leaf_weight=0.0011121370551582131 0.0018359270877929563 0.0011670629027227034 0.0011171656680522908 0.001029881733431551 0.0016060602868409788
leaf_count=862 1041 145 143 690 240
internal_value=0 0.00157052 -0.00205009 -0.0123113 0.00589447
internal_weight=0 0.0067561 0.00492017 0.00214705 0.00277312
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=8
num_cat=0
split_feature=159 15 16 2 47 0 43
split_gain=3.08408e-05 3.78651e-05 6.72336e-05 7.222e-05 3.89665e-05 8.1149e-05 4.48127e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 0.092165000000000011 -0.11013499999999998 -0.083879999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00032851061791428594 0.00032249181631105797 -0.00048090967888978484 0.00026647363312963551 0.00050904596121941826 0.00027365013477318687 -8.9012817628440194e-05 -0.00066267351187902735
leaf_weight=0.0010047328930845581 0.0014497213135471901 0.0010546880003052574 0.0011107626090602254 0.0010981171959821359 0.0010462789624199635 0.0010013987243095699 0.0010971336403547169
leaf_count=509 321 201 158 307 162 412 1051
internal_value=0 3.63231e-05 -2.84148e-05 6.07276e-05 -5.49574e-05 -0.000162088 -0.000388928
internal_weight=0 0.0078581 0.00640838 0.00535369 0.00425557 0.00320929 0.00209853
internal_count=3121 2612 2291 2090 1783 1621 1463
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=6
num_cat=0
split_feature=16 1 47 2 52
split_gain=2.01248e-05 4.46527e-05 6.01207e-05 3.87749e-05 6.14096e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00024062709241365419 -0.00027433045741746869 0.00046292807727123117 -7.7602235450599264e-05 -0.0003845422455828733 0.00026981429193883796
leaf_weight=0.0011418404716283118 0.0014510312839270583 0.0017291176745185535 0.0014583696154256793 0.0012300863905086272 0.0017701053362117469
leaf_count=130 695 445 160 435 1256
internal_value=0 3.84622e-05 0.000215619 -8.83987e-05 2.46924e-05
internal_weight=0 0.00763871 0.00318749 0.00445122 0.00322114
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=6
num_cat=0
split_feature=3 0 0 52 3
split_gain=1.36098e-05 2.03188e-05 3.75029e-05 2.84905e-05 1.59486e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.013069396953174836 0.0093482766916295704 0.010506604407664962 -0.022535499346550698 0.0077467552904523082 -0.0051769159683104004
leaf_weight=0.001083340361882732 0.0012953343435228712 0.0017374814315847674 0.0010644155075428315 0.0016727225896319754 0.0010344051898279753
leaf_count=169 192 210 1951 285 314
internal_value=0 -0.00186391 -0.00659278 -0.000435561 0.00465387
internal_weight=0 0.00659237 0.00382048 0.00275606 0.00277189
internal_count=3121 2929 2405 454 524
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=8
num_cat=0
split_feature=50 15 16 49 48 3 16
split_gain=4.52054e-05 6.26871e-05 6.15421e-05 7.10253e-05 6.82348e-05 5.16398e-05 3.83857e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.094359999999999986 -0.026779999999999995 0.084170000000000009 -0.084074999999999997 0.22339500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00050388641522842114 -0.00039073037160059458 0.00012809017023333348 -0.00037343095589543996 -0.00050174033897146643 0.00054470602178924657 0.00040389217024368242 -9.5946558542581183e-05
leaf_weight=0.0010122390642097545 0.0010206164594909429 0.0011693692800829384 0.0010541571470838338 0.0016735434396841517 0.0011222916265184561 0.0011557052256017568 0.0012082767482041786
leaf_count=218 615 135 663 317 355 589 229
internal_value=0 4.62944e-05 -1.64404e-05 -0.000242673 0.000125212 -1.25228e-05 0.000148415
internal_weight=0 0.00839558 0.00738334 0.00284291 0.00454043 0.00341814 0.00236398
internal_count=3121 2506 2288 452 1836 1481 818
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=6
num_cat=0
split_feature=52 1 15 2 43
split_gain=1.39123e-05 5.82166e-05 3.18342e-05 5.58153e-05 1.64982e-05
threshold=-0.057699999999999994 0.10612500000000001 -0.11713499999999999 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0073826442705302647 -0.014836922722026967 0.023984663181731539 0.0020213722927242849 -0.013016219426575999 0.018709106849616013
leaf_weight=0.0013542895523866573 0.0015692584173514195 0.0010507662169205072 0.0010468204053573982 0.0015170449093172078 0.0013648600155238885
leaf_count=668 374 258 1064 327 430
internal_value=0 0.0063217 -0.00279699 0.00201214 0.0114656
internal_weight=0 0.00240506 0.00549798 0.00392873 0.00241168
internal_count=3121 926 2195 1821 1494
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=6
num_cat=0
split_feature=3 13 3 0 4
split_gain=1.23535e-05 1.75615e-05 2.73369e-05 4.06723e-05 4.7708e-05
threshold=0.13524500000000003 -0.084869999999999987 -0.13927999999999999 -0.053834999999999994 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012439147839209835 0.008909796489121902 0.015197919475081464 0.012650790262730744 -0.017493255361582048 -0.014124260305547349
leaf_weight=0.0012507879425492545 0.0012950913744909131 0.0010487471912212845 0.0019781081774850398 0.001310710598999571 0.0010028502963527587
leaf_count=700 192 224 1522 288 195
internal_value=0 -0.00177334 0.000724718 -0.00281207 0.00364316
internal_weight=0 0.0065912 0.00534042 0.00429167 0.00298096
internal_count=3121 2929 2229 2005 1717
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=8
num_cat=0
split_feature=52 13 2 3 52 1 2
split_gain=1.66388e-05 2.67824e-05 3.67688e-05 6.49648e-05 4.60019e-05 2.15012e-05 1.69283e-05
threshold=0.11434500000000002 -0.090639999999999984 0.11215000000000001 -0.074479999999999977 -0.066844999999999988 0.090475000000000014 0.082275000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 6 -5 -1 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=2.5188385443098747e-05 -0.00020969731135636493 -0.00039046251422989131 -0.00037203602210088689 -1.3548267368200514e-05 0.00052896122317684679 0.00042773002874697531 -3.3085862944006413e-05
leaf_weight=0.0010054511329840058 0.001212959880582524 0.0010358806220856411 0.0010077602598294313 0.0011867631506747921 0.0012173265029265016 0.0010356038907374148 0.001003003386667937
leaf_count=219 501 395 305 239 240 198 1024
internal_value=0 3.78472e-05 -3.38929e-05 4.28051e-05 0.000261155 0.000229433 -0.000214656
internal_weight=0 0.00749179 0.00545073 0.00444297 0.00240409 0.00204106 0.00203888
internal_count=3121 2620 2203 1898 479 417 1419
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=7
num_cat=0
split_feature=1 12 2 151 4 0
split_gain=1.23063e-05 3.57825e-05 3.4697e-05 2.61407e-05 6.18331e-05 3.37792e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 -0.0083949999999999979 0.0045450000000000013 0.041630000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015342946375931707 0.0081685765332331125 -0.018886548303276549 -0.0076581377066418585 -0.013371315550817556 0.028987483953795593 0.012090074755418345
leaf_weight=0.0010077372606493761 0.0014904985209277695 0.0010409092987811184 0.0011527947516112983 0.0010098725344887124 0.0011090414074348431 0.0010764795373599193
leaf_count=542 279 414 386 1013 344 143
internal_value=0 -0.00192117 0.00137601 0.0052508 0.00990792 -0.000234192
internal_weight=0 0.00639683 0.00535593 0.00434819 0.00319539 0.00208635
internal_count=3121 2842 2428 1886 1500 1156
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=7
num_cat=0
split_feature=159 1 49 42 3 15
split_gain=4.23826e-05 4.10278e-05 4.48988e-05 9.63129e-05 6.18423e-05 0.000108778
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.026779999999999995 0.084050000000000014 -0.083924999999999986 -0.015744999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00038075607704217591 0.00023829898122833167 0.00038175303659168349 0.00044482450005721576 -0.00057755081288977668 -0.00055227909636468417 0.00026117313332909122
leaf_weight=0.0010004507402406942 0.0019724964296875171 0.0011991493053265757 0.0010756243391599955 0.0012665657295864159 0.0011786178210078325 0.00136285977733573
leaf_count=509 384 216 677 827 275 233
internal_value=0 4.71486e-05 -1.1374e-05 -0.000112216 5.07258e-05 -0.000116068
internal_weight=0 0.00805531 0.00685616 0.00488367 0.0036171 0.00254148
internal_count=3121 2612 2396 2012 1185 508
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=7
num_cat=0
split_feature=47 47 3 13 0 2
split_gain=3.52591e-05 3.36108e-05 5.5561e-05 5.08925e-05 4.54465e-05 5.02597e-05
threshold=0.11893500000000001 0.092165000000000011 -0.13309499999999996 0.0061450000000000003 -0.11437499999999999 0.09678500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00031398454883312132 -0.0003476342645887553 0.00036453742112106923 0.00049805702842142547 0.00048307888635001163 -0.00023410647704697583 -7.0137502255249648e-05
leaf_weight=0.001745833255312323 0.0010245496511889661 0.0010566996446704007 0.0010423875664337544 0.0010192196587482287 0.0018709610065966247 0.0014056298684018383
leaf_count=289 115 224 124 292 1880 197
internal_value=0 3.83236e-05 -1.03365e-05 8.89702e-05 -4.03406e-06 0.000171805
internal_weight=0 0.00814073 0.00708403 0.0053382 0.00431898 0.00244802
internal_count=3121 3006 2782 2493 2201 321
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=1.16732e-05 1.92672e-05 2.22744e-05 4.48582e-05 3.98726e-05 3.27706e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 -0.028889999999999996 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0098814715560625859 0.0077602127567290933 0.010484479572289243 -0.016127359627423565 0.015962249254829152 -0.0017534269535943829 -0.026478575647497272
leaf_weight=0.0010355962234637863 0.0012332503207016714 0.0011213592123456226 0.0011748591801684994 0.0011951259069267707 0.0010163344055687865 0.0011343454676231094
leaf_count=199 693 259 191 352 1273 154
internal_value=0 -0.00150703 -0.00384401 -0.000692444 -0.0065745 -0.0147944
internal_weight=0 0.00687527 0.00575392 0.00457906 0.00338393 0.00215068
internal_count=3121 2922 2663 2472 2120 1427
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=6
num_cat=0
split_feature=40 4 48 15 0
split_gain=1.21509e-05 3.13858e-05 5.75969e-05 3.65411e-05 6.42314e-05
threshold=-0.013874999999999998 -0.10429499999999998 0.085845000000000019 -0.11713499999999999 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0097447786082249521 -0.013694866277731366 -0.0073909834812270481 -0.015487564726161385 0.031507820790953871 0.00085078665053496712
leaf_weight=0.0010980510819922178 0.0016292184432168877 0.0010473357437274827 0.0013548071882868397 0.001234903603945863 0.0015303366823527242
leaf_count=329 322 196 360 178 1736
internal_value=0 -0.00159261 0.0022231 0.00851662 0.0145416
internal_weight=0 0.0067966 0.00516738 0.00381258 0.00276524
internal_count=3121 2792 2470 2110 1914
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=6
num_cat=0
split_feature=0 3 47 15 2
split_gain=1.291e-05 2.45745e-05 2.42421e-05 3.18393e-05 4.78641e-05
threshold=-0.019414999999999998 -0.13309499999999996 0.092530000000000015 1.0000000180025095e-35 0.11215000000000001
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0163983862963023 -0.0048544650760818826 0.015017981263738163 -0.01409054496381959 -0.01388440569013798 -0.0099924212726552296
leaf_weight=0.0018373360936577987 0.0011484611212430884 0.0013581789526847495 0.001400402950203496 0.0010332063366120074 0.0010978862853000164
leaf_count=992 164 201 310 1144 310
internal_value=0 0.00591307 -0.00277883 0.00121291 0.00652721
internal_weight=0 0.00250664 0.00536883 0.00396843 0.00293522
internal_count=3121 365 2756 2446 1302
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.16663e-05 2.81571e-05 3.67209e-05 3.71994e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.017676361671093755 0.0079650865236827184 -0.012097636533679967 -0.014886443734018229 0.0064633888474259459
leaf_weight=0.0011700551154583136 0.0014870237431017152 0.0018929601205137491 0.0014575340375492583 0.0018544652103939783
leaf_count=160 279 1443 730 509
internal_value=0 -0.00187127 0.00244775 -0.00293218
internal_weight=0 0.00637501 0.00448205 0.003312
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=6
num_cat=0
split_feature=43 3 12 2 0
split_gain=1.11524e-05 3.79911e-05 1.64837e-05 4.40779e-05 3.63319e-05
threshold=-0.052894999999999991 -0.077774999999999983 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0049302762054552066 -0.016190507700558927 0.019192778303178126 -0.014107148836393864 -0.0033772885361604654 0.018886392066835497
leaf_weight=0.0015502842238840991 0.0011887799500597939 0.0011277903633393964 0.0010206870031361955 0.0016352382129065921 0.001328452689721681
leaf_count=952 782 483 261 172 471
internal_value=0 0.00522842 -0.00272153 7.70761e-05 0.00660224
internal_weight=0 0.00267807 0.00517316 0.00415247 0.00296369
internal_count=3121 1435 1686 1425 643
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=6
num_cat=0
split_feature=2 4 48 15 3
split_gain=1.21993e-05 2.00389e-05 2.63207e-05 7.14932e-05 3.03808e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 0.083985000000000018 -0.016799999999999995 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.010172250395199752 -0.030078891241759234 0.011128108740443371 0.0062621281418677906 -0.012903068416581315 0.0081304874801997919
leaf_weight=0.0010233563907503978 0.0010988807906860635 0.0010556832724038859 0.0017766208197740347 0.0011283654066585951 0.0017544531322161983
leaf_count=199 642 236 502 767 775
internal_value=0 -0.00153724 -0.0038592 -0.0083753 -0.000102267
internal_weight=0 0.006814 0.00575832 0.0039817 0.00288282
internal_count=3121 2922 2686 2184 1542
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=6
num_cat=0
split_feature=43 43 4 52 15
split_gain=1.24163e-05 3.3975e-05 1.85018e-05 3.79409e-05 6.61506e-05
threshold=-0.052894999999999991 -0.092909999999999979 -0.033174999999999989 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0034216470979124575 -0.011804177700769369 0.019773268756762191 0.016822198374158239 -0.020303328905751154 0.012543849915528708
leaf_weight=0.0016355227859187044 0.0015999002283556257 0.00102869847596347 0.0010764750095119935 0.001375085986693003 0.0011064344405194088
leaf_count=465 955 970 215 267 249
internal_value=0 0.00553428 -0.00287263 0.00114357 -0.00565777
internal_weight=0 0.00266422 0.0051579 0.003558 0.00248152
internal_count=3121 1435 1686 731 516
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=6
num_cat=0
split_feature=13 15 13 0 15
split_gain=1.31321e-05 2.58439e-05 3.46944e-05 2.45461e-05 1.23875e-05
threshold=0.11217000000000001 -0.03241999999999999 -0.0039049999999999992 -0.10224499999999999 -0.11345499999999999
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0049834228907702574 0.0079542270341745793 0.00044888965695702974 -0.02191851717132641 0.015734786313304421 -0.010039260177659631
leaf_weight=0.001125664912062609 0.0016369276189653016 0.0016159457305069415 0.0012147886204913775 0.0011414835336948019 0.0010712545233673586
leaf_count=199 217 1177 439 894 195
internal_value=0 -0.00212103 -0.00914992 0.00383898 -0.00234189
internal_weight=0 0.00616914 0.00283073 0.0033384 0.00219692
internal_count=3121 2904 1616 1288 394
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=7
num_cat=0
split_feature=0 47 48 15 0 43
split_gain=1.54337e-05 2.85781e-05 3.61219e-05 4.7369e-05 3.70427e-05 2.69384e-05
threshold=-0.019414999999999998 0.092530000000000015 0.085845000000000019 -0.095244999999999982 -0.11242999999999999 -0.043144999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.00048221208810857413 0.00037036001550540796 -0.00029197142568440756 -0.00026577699959869978 0.00022479950852601774 -0.00030128160747739638 -3.3792337807327532e-05
leaf_weight=0.0010126085171543071 0.0010243091442197257 0.0015054011109949944 0.0012033513917120171 0.0010388706850281814 0.0010196501894713698 0.0016643664283945417
leaf_count=286 146 310 338 199 1623 219
internal_value=0 -5.9643e-05 2.21792e-05 0.000135008 -3.5785e-05 0.000120178
internal_weight=0 0.00577988 0.00427448 0.00307113 0.00205852 0.00268868
internal_count=3121 2756 2446 2108 1822 365
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=7
num_cat=0
split_feature=1 3 3 16 3 12
split_gain=4.5776e-05 6.4292e-05 6.5529e-05 5.77604e-05 8.59229e-05 7.77077e-05
threshold=0.094385000000000011 -0.083924999999999986 0.090900000000000009 -0.5315899999999999 0.11296500000000002 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00013909342502566876 -0.0002823450853153052 -0.00069514936646659551 -4.198884854105737e-05 0.00081667932191040399 -0.00017064493755697903 0.00014119402733629146
leaf_weight=0.0016396458259681193 0.0010786486586287503 0.0011728249410399984 0.0011894760329329828 0.0011540295413628725 0.0013704000269579072 0.0015135136840798385
leaf_count=924 97 1165 89 309 190 347
internal_value=0 -0.000159215 -0.000366267 0.000120738 0.000228413 0.000433422
internal_weight=0 0.00400195 0.0023623 0.00511659 0.00403794 0.00266754
internal_count=3121 2178 1254 943 846 656
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=6
num_cat=0
split_feature=151 4 16 52 2
split_gain=1.14654e-05 3.94315e-05 4.77281e-05 2.30535e-05 2.0611e-05
threshold=-0.081519999999999981 0.24564500000000003 -0.094359999999999986 -0.088204999999999992 0.090935000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0099722865097915912 -0.021120472558563187 0.013391081571431549 -0.0096265231790117547 0.018031880710090473 -0.00018246837996111848
leaf_weight=0.0010070553299740279 0.0011559443794436457 0.0019697377085337925 0.0011453770347028473 0.0010693718795569632 0.0014825654285473716
leaf_count=415 369 367 506 989 475
internal_value=0 0.00145817 -0.00338491 0.00216002 0.00745013
internal_weight=0 0.006823 0.00485326 0.00369731 0.00255194
internal_count=3121 2706 2339 1970 1464
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=7
num_cat=0
split_feature=159 2 0 2 13 4
split_gain=2.94557e-05 3.33513e-05 5.96847e-05 5.50227e-05 3.61282e-05 4.65895e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.15202999999999997 0.11293500000000002 0.061215000000000012 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00031007543892504593 -0.00040757782106823684 -0.00015386316376124457 4.959347944006817e-05 0.00067110034012621733 0.0002080426122216162 6.0509075067941107e-05
leaf_weight=0.001027250090844963 0.0016620491825407846 0.0012515157534599788 0.0010227477841504727 0.0011789719285600784 0.0013097214184587093 0.0016088703130159375
leaf_count=509 1323 119 295 386 181 308
internal_value=0 4.25427e-05 0.000188046 0.000382397 -6.7149e-05 -0.000177339
internal_weight=0 0.00803388 0.00345324 0.00220172 0.00458064 0.00327092
internal_count=3121 2612 800 681 1812 1631
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=7
num_cat=0
split_feature=52 52 160 16 151 2
split_gain=1.14609e-05 2.57526e-05 3.22811e-05 6.66089e-05 2.70085e-05 1.58509e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.056919999999999991 -0.0033899999999999994 0.088125000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.014680979078093445 -0.0094585418327784131 0.01503627886796647 -0.0096897803418821288 -0.022822866782603042 0.001360335971745676 0.01894391340945514
leaf_weight=0.0010306651863938631 0.0011029860445220937 0.001168243657804836 0.0010590372276057403 0.0014257257204060491 0.0010465058496343803 0.0010050262161906344
leaf_count=469 501 562 152 818 337 282
internal_value=0 0.00153803 -0.00129462 -0.00492434 0.00327943 0.00997436
internal_weight=0 0.0067352 0.00556696 0.0045363 0.00311057 0.00205153
internal_count=3121 2620 2058 1589 771 619
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=8
num_cat=0
split_feature=52 52 12 4 2 15 2
split_gain=1.8208e-05 3.27366e-05 4.0544e-05 5.62926e-05 7.67924e-05 7.60371e-05 4.60994e-05
threshold=0.14295500000000003 0.091275000000000009 -0.029094999999999999 0.0061450000000000003 0.10855000000000002 -0.095869999999999983 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0003845034565989356 -0.00024863415223514974 0.00033840922605153938 -0.00046376170132299689 7.3892381726906557e-05 -0.0001962117889727344 0.00080171915774656657 0.00010145725910386373
leaf_weight=0.0010028149430932574 0.0010078334569233148 0.0011402719415514783 0.0011854298587362162 0.0011664064071368854 0.0012090225234468307 0.0010474287208736819 0.0010428213191818058
leaf_count=334 386 329 1191 108 204 189 380
internal_value=0 3.14395e-05 -2.11654e-05 4.33105e-05 0.000201208 0.000418248 -0.000199239
internal_weight=0 0.0077942 0.00665392 0.00565111 0.00342286 0.00221384 0.00222825
internal_count=3121 2735 2406 2072 501 297 1571
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=6
num_cat=0
split_feature=52 52 0 16 1
split_gain=1.17696e-05 2.46158e-05 1.98533e-05 2.50577e-05 1.36909e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.056919999999999991 0.10781
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0073549566666796648 -0.015978614222607893 0.010687379155560284 -0.0038744810942344778 -0.012894264518401319 0.012260791735470192
leaf_weight=0.001699729975614515 0.001051244256436587 0.0014578394336839007 0.0010857357234643227 0.0015241483247972211 0.0010198170605798958
leaf_count=771 438 234 1070 413 195
internal_value=0 -0.00204806 0.000830423 -0.00312854 0.00394058
internal_weight=0 0.00613878 0.00508754 0.0036297 0.00210555
internal_count=3121 2350 1912 1678 1265
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.27464e-05 3.22967e-05 3.82101e-05 3.96105e-05 2.02916e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.040804999999999994 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00018954314323429186 -0.0002157103246660247 0.00037738268005969654 -1.7126967682665486e-05 -0.00020117028408680763 0.00035273248351220485
leaf_weight=0.001194004461478825 0.0016118088079423443 0.0014189672734486085 0.0010704617117262005 0.0019336699021951114 0.0012205625237105412
leaf_count=862 828 482 87 627 235
internal_value=0 2.90831e-05 9.89951e-05 5.49184e-06 0.000179919
internal_weight=0 0.00725547 0.00564366 0.00422469 0.00229102
internal_count=3121 2259 1431 949 322
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=11 43 13 2 43 15
split_gain=1.73301e-05 4.22665e-05 3.64188e-05 2.76045e-05 5.09294e-05 6.43346e-05
threshold=0.078340000000000007 -0.052894999999999991 -0.0039049999999999992 0.089885000000000007 0.05259500000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00048084085071777797 -0.00024743678922197745 -0.00029071883590223722 3.6151528036802476e-06 0.00014528034081876082 0.00038953508489255549 -0.00050419800813775325
leaf_weight=0.0012032482398974132 0.0010068114622648018 0.0015855762529683338 0.001257153520515455 0.0013639322265866568 0.0010188521329268039 0.0010285712438084782
leaf_count=1002 208 825 364 218 230 274
internal_value=0 2.66297e-05 0.000237 -7.69531e-05 2.24039e-05 -0.00013394
internal_weight=0 0.00745733 0.0024604 0.00499693 0.00341136 0.0023925
internal_count=3121 2913 1366 1547 722 492
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=7
num_cat=0
split_feature=159 49 42 0 42 15
split_gain=4.05667e-05 2.95892e-05 4.36494e-05 6.71246e-05 4.739e-05 7.80561e-05
threshold=-1.0000000180025095e-35 -0.08130999999999998 0.075730000000000006 -0.18113999999999997 -1.0000000180025095e-35 -0.022504999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0003716879663441071 0.00035928039992150793 -0.00035302548056830149 -0.00025877493327018078 -0.00015552769955048688 0.00066935124929462335 2.6875952408762857e-05
leaf_weight=0.0010148561028411563 0.0010039007816151115 0.0010209892437321854 0.0018444481734917664 0.0010054257739878737 0.0014107146610557071 0.0015001645523717178
leaf_count=509 228 111 1077 758 210 228
internal_value=0 4.51035e-05 -1.40403e-06 9.47432e-05 0.000211478 0.000338242
internal_weight=0 0.00778564 0.00678174 0.00493729 0.0039163 0.00291088
internal_count=3121 2612 2384 1307 1196 438
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=7
num_cat=0
split_feature=150 150 3 15 12 1
split_gain=2.24202e-05 4.952e-05 3.86062e-05 5.97766e-05 4.38511e-05 4.01287e-05
threshold=0.11456000000000001 0.081835000000000019 0.090900000000000009 -0.016799999999999995 0.092355000000000007 0.092390000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=5.4618580067412416e-05 -0.00027361495081976541 0.00043834976894792762 -0.00049754829044294433 0.00011221892064982439 -0.00020290624239011597 0.00053993086222728641
leaf_weight=0.0018735894736403426 0.0010301004037129406 0.0010135701210047749 0.0013588583113331365 0.0011338709647337889 0.0013598820057482879 0.0010071775000920558
leaf_count=1305 124 296 165 109 853 269
internal_value=0 3.42913e-05 -2.65313e-05 -0.000220183 8.73004e-05 0.000224294
internal_weight=0 0.00774695 0.00673338 0.00249273 0.00424065 0.00288077
internal_count=3121 2997 2701 274 2427 1574
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=6
num_cat=0
split_feature=16 1 3 4 12
split_gain=1.08241e-05 2.98306e-05 6.98981e-05 3.53837e-05 1.75434e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 -0.0016099999999999997 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0096084792205795699 -0.0043900404570466874 0.022013388604595105 -0.0098977847200187909 -0.0187872851787864 0.011754759459673492
leaf_weight=0.0010242980738979857 0.0017321535697812369 0.0017116545166834388 0.0011459504582108945 0.0011702112723474653 0.0011007748580795331
leaf_count=130 1159 428 177 555 672
internal_value=0 0.00141194 0.00921644 -0.00415923 0.00188325
internal_weight=0 0.00686074 0.0028576 0.00400314 0.00283293
internal_count=3121 2991 605 2386 1831
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=6
num_cat=0
split_feature=42 49 1 3 1
split_gain=1.13317e-05 2.60231e-05 2.97726e-05 2.40341e-05 5.40889e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.092670000000000016 0.094465000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0041646668592294671 -0.0096253938381097026 0.00076917235306040973 -0.019443847979740574 -0.0028403831203266516 0.029822530094131491
leaf_weight=0.0010665058232553789 0.0010618293709759421 0.0017009900766492242 0.0010701785952653459 0.0019419232187582883 0.0010280864218523097
leaf_count=434 630 1401 142 231 283
internal_value=0 0.00148155 -0.00765988 0.00566317 0.011714
internal_weight=0 0.00680768 0.00213668 0.004671 0.00272908
internal_count=3121 2491 576 1915 1684
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.27545e-05 2.88025e-05 3.44411e-05 3.83265e-05 2.47303e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.03241999999999999 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0099349337856732244 -0.010588322912082861 0.019118147853906392 -0.002161165723860443 -0.010926268703928828 0.018924019362706896
leaf_weight=0.0011124228893018388 0.0015015985006197738 0.0013163252871764937 0.0010483345426309798 0.0016919800381636884 0.0011850556343432524
leaf_count=862 828 482 96 601 252
internal_value=0 0.0016223 0.0051203 0.000426294 0.00902681
internal_weight=0 0.00674329 0.0052417 0.00392537 0.00223339
internal_count=3121 2259 1431 949 348
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=7
num_cat=0
split_feature=11 13 13 3 48 2
split_gain=1.95458e-05 4.0244e-05 3.75845e-05 3.90348e-05 7.37717e-05 5.998e-06
threshold=0.078340000000000007 -0.084034999999999985 0.11217000000000001 -1.0000000180025095e-35 0.086035000000000014 0.10045500000000002
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00016079501310722785 -0.00025976381508250896 -0.00044685380484688422 0.00019280612115527734 0.00024980877032649738 -0.00042369750588341963 0.00037516658374382668
leaf_weight=0.0010050571427421386 0.0010138481150431056 0.0012521709322406704 0.0016287359647573539 0.0015315993592009153 0.001056633361177518 0.0010021509852708105
leaf_count=652 208 1544 195 208 105 209
internal_value=0 3.03609e-05 -5.67901e-05 -0.000162645 -2.51469e-05 0.000267826
internal_weight=0 0.00747635 0.00546914 0.0038404 0.00258823 0.00200721
internal_count=3121 2913 2052 1857 313 861
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=6
num_cat=0
split_feature=3 0 0 150 3
split_gain=1.32207e-05 2.11815e-05 4.15944e-05 3.36172e-05 1.8942e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 0.081835000000000019 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.008602207527627078 0.0092374964509457959 0.011226416830929514 -0.023615959110890383 0.014373820859132523 -0.0058663878124104287
leaf_weight=0.0017443498425673844 0.0012904013272861453 0.0017297954024129273 0.0010497349585774241 0.0010029676611028782 0.0010370088125152351
leaf_count=326 192 210 1951 128 314
internal_value=0 -0.0018348 -0.00668394 -0.000214312 0.00481997
internal_weight=0 0.00656386 0.00379705 0.00274732 0.0027668
internal_count=3121 2929 2405 454 524
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 12
split_gain=1.77824e-05 2.76001e-05 4.76011e-05 6.77378e-05 4.88295e-05 3.72921e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.084245000000000014 -0.074479999999999977 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0003287784555560748 0.00019969424612174358 0.00025087203987491714 0.00029502745075504121 -0.00071240842306532657 -0.00013947695948503036 -0.00013878333312311014
leaf_weight=0.0010493410917876782 0.0014325622575158958 0.0010705366088963478 0.001025219287010228 0.0011138542706312111 0.0011754938431323058 0.0017489198436052406
leaf_count=157 192 328 263 1159 327 695
internal_value=0 -3.95578e-05 -9.04206e-05 -0.000168093 -0.00041823 3.65512e-05
internal_weight=0 0.00718336 0.00611283 0.00508761 0.00228935 0.00279826
internal_count=3121 2929 2601 2338 1486 852
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=7
num_cat=0
split_feature=159 15 12 3 47 3
split_gain=3.16937e-05 4.28627e-05 5.04239e-05 4.23004e-05 6.32849e-05 5.69096e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 0.10542000000000001 0.090100000000000013 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00032364277646823906 0.0004226333883701261 -0.00038944769435817199 5.5896050970895644e-05 0.00033397649004429555 0.00036658250025454683 -0.00047580405802489866
leaf_weight=0.0010187150477781693 0.0010029162422156845 0.0011328952236135167 0.0017300304924684293 0.0016017362792027888 0.0010901827380812718 0.0014004598672850924
leaf_count=509 224 241 852 155 206 934
internal_value=0 4.36786e-05 -1.09646e-05 6.26788e-05 -4.02781e-05 -0.000181966
internal_weight=0 0.00795822 0.0069553 0.00582241 0.00422067 0.00313049
internal_count=3121 2612 2388 2147 1992 1786
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=6
num_cat=0
split_feature=42 49 2 3 12
split_gain=1.11344e-05 2.60655e-05 2.70526e-05 2.10212e-05 5.20613e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.092670000000000016 0.079890000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.019394230124550139 -0.0095205643051344269 0.026445075840397271 0.0031347369546598151 -0.0022892363869354867 -0.0012880392570099744
leaf_weight=0.0010250028971989711 0.0010650523567565691 0.001240733411286685 0.0011104079265492374 0.0019448946960639712 0.0014894897316228702
leaf_count=324 630 251 252 231 1433
internal_value=0 0.0014745 -0.00767923 0.00565557 0.0113151
internal_weight=0 0.00681053 0.00213541 0.00467512 0.00273022
internal_count=3121 2491 576 1915 1684
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=7
num_cat=0
split_feature=15 52 16 3 150 2
split_gain=3.93955e-05 3.30266e-05 3.89149e-05 4.08694e-05 3.58415e-05 4.79745e-05
threshold=-0.24436499999999997 -0.12005499999999998 0.0039400000000000008 -0.013929999999999998 0.081835000000000019 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=0.00031656776605473079 -0.00037062321283963182 6.5562887379816092e-05 0.0004987334666557221 -5.2301859898078476e-05 0.00016963653474762007 -0.00039936346207696287
leaf_weight=0.0013571195143788012 0.0010401152876128982 0.0015012601660399092 0.0010584492898187249 0.0010125176929652504 0.0014346313416463549 0.0019770125396896812
leaf_count=253 511 538 259 82 322 1156
internal_value=0 -4.46557e-05 3.89094e-06 0.000229326 -9.11383e-05 -0.000198696
internal_weight=0 0.00802399 0.00698387 0.00207097 0.0049129 0.00347827
internal_count=3121 2868 2357 341 2016 1694
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=6
num_cat=0
split_feature=42 160 43 0 1
split_gain=2.96235e-05 3.45686e-05 5.16146e-05 6.58746e-05 0.000108167
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.15599999999999997 0.095025000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029137938926246853 -0.00021001781050539387 -0.00011450154817075517 -0.0002773330106186584 -5.8719930597756831e-05 0.00069227240459012037
leaf_weight=0.0012158522488960998 0.0016635818837552451 0.0016535789526259375 0.0010705379172105981 0.0012842450205751334 0.0017315599053633101
leaf_count=862 828 149 115 718 449
internal_value=0 3.8858e-05 0.000110989 0.000200018 0.000372471
internal_weight=0 0.0074035 0.00573992 0.00466938 0.0030158
internal_count=3121 2259 1431 1316 1167
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=6
num_cat=0
split_feature=49 52 3 2 43
split_gain=1.24071e-05 2.39902e-05 6.35884e-05 7.85828e-05 5.66527e-05
threshold=-0.043469999999999995 0.10744000000000002 -0.13309499999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0072771872184295115 -0.025617032490915067 0.010661529725154245 -0.0038624907786025432 -0.02133777018895245 0.025373284379703293
leaf_weight=0.0018027569810257328 0.0011673353744619964 0.0011767347204938439 0.0013557415145870355 0.001102166571167614 0.0012968236789005784
leaf_count=425 223 504 1171 351 447
internal_value=0 -0.00216559 -0.00523221 0.00110537 0.0104307
internal_weight=0 0.0060988 0.00492207 0.00375473 0.00265257
internal_count=3121 2696 2192 1969 1618
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.22669e-05 2.52162e-05 3.67286e-05 3.72028e-05 2.50734e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0097173146794824663 0.014468532560343359 -0.013890276560047496 0.018364126953215733 -0.014971194270593286 0.0049986697676060211
leaf_weight=0.0011173089844687166 0.0012418012327732554 0.0016325667947465249 0.0012297818861297018 0.0010207990804589964 0.0016369598629141892
leaf_count=862 448 820 322 175 494
internal_value=0 0.00159336 -0.00130303 0.00398296 -0.00267141
internal_weight=0 0.00676191 0.00552011 0.00388754 0.00265776
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=6
num_cat=0
split_feature=3 0 0 16 3
split_gain=1.3574e-05 2.12424e-05 3.53405e-05 3.66636e-05 1.92079e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.17169499999999996 -0.083539999999999989 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0050177120164596163 0.009356981672471695 0.011284840202193457 -0.0029341118947684513 -0.028436371004009364 -0.0059165420249439257
leaf_weight=0.001535872858469419 0.0012929607190633888 0.0017262930335168814 0.0012299965729337514 0.0010407333601879219 0.0010403959550535913
leaf_count=173 192 210 772 1460 314
internal_value=0 -0.00185168 -0.00669811 -0.0146224 0.00481637
internal_weight=0 0.00657329 0.0038066 0.00227073 0.00276669
internal_count=3121 2929 2405 2232 524
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=6
num_cat=0
split_feature=40 12 160 52 1
split_gain=1.99056e-05 3.266e-05 3.44615e-05 4.49568e-05 2.88018e-05
threshold=-0.013874999999999998 0.10016000000000001 0.041220000000000007 0.077655000000000016 0.10871500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00023041855134034458 0.00013303655792665632 -0.00030873393305947983 -0.00027196077673896733 0.00038037218560432019 -0.00024158491134753979
leaf_weight=0.0011936041198706785 0.0017842326809365354 0.0014278579435458858 0.0012186493583258868 0.0014831666788249786 0.00141459907318253
leaf_count=329 1036 399 359 789 209
internal_value=0 -4.26383e-05 2.17523e-05 9.82012e-05 -3.26299e-05
internal_weight=0 0.00732851 0.00590065 0.004682 0.00319883
internal_count=3121 2792 2393 2034 1245
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=7
num_cat=0
split_feature=159 2 0 2 13 4
split_gain=3.57626e-05 3.85963e-05 7.77744e-05 4.1549e-05 3.50347e-05 7.37008e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 0.061215000000000012 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00035421620483845232 -0.00048687330546257822 -0.00019651307367332294 0.00013978291450616036 0.00067313908086989109 0.00019443117288218603 0.00010528413284846624
leaf_weight=0.0010012452573066053 0.0016105177883782712 0.0012620465449274562 0.0011011971525247532 0.0011458743825930764 0.0012715886873615433 0.001621865008738275
leaf_count=509 1314 120 310 386 178 304
internal_value=0 3.88274e-05 0.000192998 0.000411763 -8.12894e-05 -0.000189755
internal_weight=0 0.00801309 0.00350912 0.00224707 0.00450397 0.00323238
internal_count=3121 2612 816 696 1796 1618
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=8
num_cat=0
split_feature=159 15 1 52 4 43 2
split_gain=4.26344e-05 6.17277e-05 4.07615e-05 5.25611e-05 5.28253e-05 3.63676e-05 2.8709e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12765500000000005 -0.088204999999999992 -0.0016099999999999997 -1.0000000180025095e-35 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.00038121249851425041 0.00049217820608701845 -0.00048086873999026212 0.00034150530166977822 -7.4277541121442692e-05 -0.00035609058261845363 0.00041631715146719581 6.4937137432663887e-05
leaf_weight=0.0010403781987172915 0.0010169204341774268 0.0010635183639971955 0.0010040808735152758 0.0010015176971825161 0.001606624704367465 0.0013833639380223645 0.001016701733222632
leaf_count=509 224 607 104 836 289 352 200
internal_value=0 4.04608e-05 -2.44591e-05 -8.49786e-05 -9.0938e-07 0.000210295 -0.000192916
internal_weight=0 0.00809273 0.00707581 0.00607173 0.00500821 0.00238488 0.00262333
internal_count=3121 2612 2388 2284 1677 1188 489
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=7
num_cat=0
split_feature=159 1 16 16 4 1
split_gain=3.56303e-05 2.7884e-05 3.34935e-05 9.25844e-05 4.81495e-05 5.62883e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.16703000000000004 0.0039400000000000008 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00034650794673089748 -0.00033661127011938048 0.00032264989156765547 -0.00030104079591832753 0.00058078133958909919 0.00029624842094211248 -0.00028014255170561824
leaf_weight=0.0010168810609500487 0.0015999724567814129 0.0011711480281297931 0.001206884026659842 0.0010582859785491427 0.0018116205349874319 0.001017110774436376
leaf_count=509 1330 216 411 199 349 107
internal_value=0 4.35304e-05 -5.3039e-06 5.97445e-05 -6.47628e-05 8.89988e-05
internal_weight=0 0.00786502 0.00669387 0.00548699 0.0044287 0.00282873
internal_count=3121 2612 2396 1985 1786 456
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=7
num_cat=0
split_feature=43 3 15 3 15 1
split_gain=2.65087e-05 5.35115e-05 3.3787e-05 4.08681e-05 3.09324e-05 4.93782e-05
threshold=-0.052894999999999991 -0.077774999999999983 -0.03241999999999999 0.10732000000000001 -0.095869999999999983 0.111945
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-7.8628363428080443e-05 -0.00038942453759023224 0.00044681661814909539 -0.00045873930272767046 4.0252959595451114e-05 0.00033203726486017652 0.00019294395801713467
leaf_weight=0.0017677390605087475 0.001049179597544465 0.0012881760569126344 0.0015056943691298787 0.0010863188379171716 0.0010265810240286735 0.0011999524922177848
leaf_count=952 218 483 981 84 241 162
internal_value=0 0.000142865 -8.23459e-05 -0.00024961 5.00076e-05 -7.87205e-05
internal_weight=0 0.00305592 0.00586773 0.00259201 0.00327571 0.00224913
internal_count=3121 1435 1686 1065 621 380
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=6
num_cat=0
split_feature=484 1 1 150 4
split_gain=1.25409e-05 2.32101e-05 3.16925e-05 3.4252e-05 6.07906e-05
threshold=0.073690000000000019 0.12337000000000002 0.11212500000000002 0.081835000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.007282373355545462 0.010407702638441702 0.0093469250429240106 -0.020242083040162871 0.014469682309152652 -0.019985970824805709
leaf_weight=0.0016804303902078275 0.0010053632828928728 0.0015265576245975191 0.0010467375851286953 0.0010918821066461639 0.0015921815436473114
leaf_count=737 394 247 173 236 1334
internal_value=0 -0.00154287 -0.00461498 -0.00086713 -0.00598414
internal_weight=0 0.00693779 0.00541123 0.00436449 0.00327261
internal_count=3121 2727 2480 2307 2071
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.39453e-05 4.41593e-05 5.84369e-05 3.45023e-05 3.49712e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.010694648348118799 -0.0146862031798854 0.02404781191657604 -0.0023053857079733905 -0.021361491601986526 0.00272399629790907
leaf_weight=0.0010220213861963272 0.0010098720280869869 0.0014841772717659816 0.0019429823901453392 0.0014224044596791623 0.0010462583950350476
leaf_count=174 165 488 290 1915 89
internal_value=0 0.00369182 0.00910722 -0.00475681 -0.0111537
internal_weight=0 0.00443703 0.00342716 0.00349068 0.00246866
internal_count=3121 943 778 2178 2004
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=6
num_cat=0
split_feature=15 151 43 2 12
split_gain=1.29728e-05 2.35238e-05 2.58368e-05 4.217e-05 2.97067e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.074359999999999996 0.097845000000000015 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.010036406379224641 0.010057309697838416 -0.0073516054955822009 -0.022427390797961737 0.00011467885122924742 0.016537516801205087
leaf_weight=0.0011027942324845124 0.0013697410594273015 0.0010826408083122489 0.001510452058452284 0.0018418303998529403 0.0010025885404866715
leaf_count=253 516 477 1097 429 349
internal_value=0 -0.00165517 -0.00460562 -0.0100422 0.0041344
internal_weight=0 0.00680725 0.00543751 0.00335228 0.00208523
internal_count=3121 2868 2352 1526 826
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=6
num_cat=0
split_feature=52 13 1 15 1
split_gain=1.2607e-05 2.98602e-05 1.86066e-05 3.93927e-05 9.39441e-06
threshold=0.11434500000000002 -0.084034999999999985 0.11212500000000002 -0.022504999999999997 0.086455000000000018
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0049898894970724153 -0.009928963748763342 0.013121841070542553 -0.011243990483824209 -0.0093936506082007015 0.01863968618639384
leaf_weight=0.0010120158095378211 0.0011050502876399455 0.0015522692823641943 0.0016671229790594802 0.0015559616046461693 0.001004875890039985
leaf_count=503 501 616 243 985 273
internal_value=0 0.00158825 -0.00272077 0.00185072 0.0117906
internal_weight=0 0.00679225 0.00477535 0.00310823 0.00201689
internal_count=3121 2620 1844 1601 776
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 12
split_gain=1.17405e-05 3.26879e-05 2.44411e-05 2.61492e-05 2.25295e-05 1.97832e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019535279873206052 -0.0097677634566202872 0.017917382868571124 0.017505116043904263 -0.010196650965094456 0.001054628340446964 -0.0013616942843330574
leaf_weight=0.0010159555112416708 0.001068367974874836 0.0010599313514118203 0.0013538379079103672 0.0012053225197083111 0.0011142923366421714 0.0010691518830000697
leaf_count=324 630 267 239 401 252 1008
internal_value=0 0.00150654 0.00617378 0.00157302 -0.00876509 0.0082361
internal_weight=0 0.00681849 0.00468824 0.00333441 0.00213025 0.00212908
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=6
num_cat=0
split_feature=2 4 4 2 4
split_gain=1.29297e-05 2.20633e-05 2.227e-05 4.4974e-05 2.7113e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010549259186808175 -0.017008739939940936 0.011264276661844541 -0.016406520176845865 0.015792034677410662 0.0010397366726659432
leaf_weight=0.0010093668021272564 0.0014725990832566433 0.0011204182778788395 0.0011671492372272337 0.0011899379728053617 0.0019143430975411652
leaf_count=199 254 259 191 352 1866
internal_value=0 -0.00157234 -0.00407623 -0.000931879 -0.00680751
internal_weight=0 0.00686445 0.00574403 0.00457688 0.00338694
internal_count=3121 2922 2663 2472 2120
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=6
num_cat=0
split_feature=40 4 16 1 1
split_gain=4.12419e-05 5.70228e-05 6.02817e-05 5.39002e-05 9.24012e-05
threshold=-0.013874999999999998 -0.10429499999999998 -0.008904999999999998 0.11212500000000002 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00031083108415088946 -0.00035809367705148576 -0.00029896374344346192 0.0003301765904316374 -0.00036905557228053814 0.00043077723288377159
leaf_weight=0.0013332137079974426 0.0019037665921192741 0.0012900714341831589 0.0018163361580179433 0.0016896744407844094 0.0013815114308705994
leaf_count=329 322 1382 723 195 170
internal_value=0 -6.13956e-05 3.00387e-05 -9.49599e-05 7.83951e-05
internal_weight=0 0.00808136 0.00617759 0.00436126 0.00267158
internal_count=3121 2792 2470 1747 1552
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.19867e-05 2.7462e-05 7.66016e-05 6.63771e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.010282137291368981 -0.0096981711172859433 -0.0090951809242634154 -0.018077453882522486 0.021247800514807364
leaf_weight=0.0018813583445660795 0.001101847250518412 0.0012261884012948676 0.0019289993921789643 0.0017496744073685414
leaf_count=882 501 751 333 654
internal_value=0 0.00154686 -0.00407495 0.00874514
internal_weight=0 0.00678622 0.00381036 0.00297586
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=6
num_cat=0
split_feature=13 52 2 52 15
split_gain=1.30769e-05 2.50103e-05 3.44679e-05 3.92059e-05 4.58353e-05
threshold=0.11217000000000001 -0.087769999999999987 0.11704500000000001 0.084960000000000022 -0.015039999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015980112541517568 0.0079040900363215039 0.0020549766238377701 -0.015453566412817128 -0.010261354486505142 0.028476774254648615
leaf_weight=0.0010764055626022217 0.0016464447961729595 0.0018964374156054883 0.0010428532597631726 0.0012043619037367713 0.0010042365768670528
leaf_count=633 217 596 281 823 571
internal_value=0 -0.00211762 0.000780974 0.00490524 0.0112024
internal_weight=0 0.00622429 0.00514789 0.00410504 0.00290067
internal_count=3121 2904 2271 1990 1167
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=6
num_cat=0
split_feature=15 1 42 2 2
split_gain=1.25261e-05 2.18471e-05 3.45132e-05 3.21309e-05 2.40859e-05
threshold=-0.24436499999999997 0.12811000000000003 0.088465000000000002 0.099185000000000009 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0098827413811321194 0.0033366607996179291 0.011930364176984553 -0.020175527268070034 0.010403407787060859 -0.014926392974870953
leaf_weight=0.0010990221989475562 0.0013108344997545696 0.0010105899770524633 0.0010742452515953545 0.0017531511282060114 0.0016079245802740373
leaf_count=253 506 117 820 460 965
internal_value=0 -0.0016287 -0.00401337 -0.000297086 -0.00672433
internal_weight=0 0.00675675 0.00574616 0.00467191 0.00291876
internal_count=3121 2868 2751 1931 1471
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=6
num_cat=0
split_feature=1 48 2 3 12
split_gain=1.36375e-05 3.58821e-05 3.57615e-05 4.24415e-05 1.68371e-05
threshold=0.11323000000000001 0.088875000000000023 0.10097500000000002 -1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0002045552123294167 0.00028312335476890645 0.00024624849711071573 -0.00037443093677337597 0.00027063177605404955 -3.2089819237826703e-05
leaf_weight=0.0017390137375607657 0.0012469384808882335 0.0012180764097726908 0.0015495796978670139 0.0012364319339059579 0.0013643583618722147
leaf_count=1689 311 335 483 148 155
internal_value=0 -5.24747e-05 -0.000132887 -7.09358e-06 0.00011843
internal_weight=0 0.0057431 0.00452503 0.00297545 0.0026113
internal_count=3121 2655 2320 1837 466
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=6
num_cat=0
split_feature=43 3 16 52 15
split_gain=1.06501e-05 3.7304e-05 1.68301e-05 2.43986e-05 4.57411e-05
threshold=-0.052894999999999991 -0.077774999999999983 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0049744979858361007 0.013234145742939338 0.018912418551287679 -0.014124281843164577 -0.018053316642417962 0.0064850376055164555
leaf_weight=0.0015502438516790929 0.0010633112606040786 0.0011305922606605315 0.0010274377960001087 0.0013586918946197897 0.0017229862093669458
leaf_count=952 200 483 264 264 958
internal_value=0 0.00509936 -0.00266704 0.00017292 -0.00433376
internal_weight=0 0.00268084 0.00517243 0.00414499 0.00308168
internal_count=3121 1435 1686 1422 1222
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=7
num_cat=0
split_feature=15 52 16 4 48 15
split_gain=1.29208e-05 2.02155e-05 3.88251e-05 3.349e-05 2.81336e-05 3.07301e-05
threshold=-0.24436499999999997 0.10744000000000002 0.16703000000000004 -0.080924999999999983 0.085845000000000019 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.010044397074382099 0.013836840026496065 0.010704925376019855 -0.020553524365554261 0.014099026827771009 -0.017592073738726965 -0.010451922233553002
leaf_weight=0.0010981730774822698 0.0012727313272206733 0.0011065257811518547 0.0011409036919338283 0.0010172070597889995 0.0011827735298102935 0.0010221322757416639
leaf_count=253 609 483 441 348 343 644
internal_value=0 -0.00165268 -0.00407897 0.000102678 -0.0053223 0.00179391
internal_weight=0 0.00674227 0.00563575 0.00449484 0.00322211 0.00203934
internal_count=3121 2868 2385 1944 1335 992
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=7
num_cat=0
split_feature=159 15 16 2 4 43
split_gain=4.10227e-05 3.73657e-05 5.51904e-05 0.000102943 4.43349e-05 5.84501e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00037932835603030285 0.00032765272404962982 -0.00043913226570084518 -0.00035560071535524577 0.00058717776722754791 0.00039043305398100948 -0.00018488282095350354
leaf_weight=0.0010199226391935231 0.0014108429494798401 0.0010362758188086352 0.0014939814145470947 0.0011092701950281194 0.0011949558223324436 0.0015722515209459255
leaf_count=509 321 201 237 307 650 896
internal_value=0 3.8778e-05 -2.48358e-05 5.51063e-05 -8.34023e-05 6.35543e-05
internal_weight=0 0.00781758 0.00640673 0.00537046 0.00426119 0.00276721
internal_count=3121 2612 2291 2090 1783 1546
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.16428e-05 2.77844e-05 2.7817e-05 5.01913e-05 2.9523e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0094588436511924678 0.012093627956076401 -0.0078485225218216156 0.0038783388648914782 -0.026854621783688071 0.013048934940126279
leaf_weight=0.001120565293331874 0.0018222159260940342 0.0011694027604629532 0.0010999818580847988 0.00102804151650901 0.001602408377089177
leaf_count=862 1041 145 143 690 240
internal_value=0 0.0015512 -0.00236945 -0.0109687 0.00423248
internal_weight=0 0.00672205 0.00489983 0.00212802 0.00277181
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=7
num_cat=0
split_feature=159 1 42 3 16 3
split_gain=4.19377e-05 5.38697e-05 4.83201e-05 5.54417e-05 4.29985e-05 3.41897e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.075730000000000006 -0.10519499999999998 -0.16075999999999999 0.10299500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.00037596028929771198 0.00046295168816929783 0.00039625301939356694 -0.00028592892017022275 -0.00038196084470143058 -9.596924643554168e-05 0.00036153057832474908
leaf_weight=0.0010114431920888066 0.001116615110398819 0.001406469546917445 0.0019463971555334341 0.0010028636642611297 0.0014921634025763853 0.0010844322718779262
leaf_count=509 235 237 1091 130 826 93
internal_value=0 4.7649e-05 -2.6164e-05 8.15017e-05 -3.7492e-05 9.65823e-05
internal_weight=0 0.00804894 0.00664247 0.00469607 0.00357946 0.0025766
internal_count=3121 2612 2375 1284 1049 919
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.15335e-05 2.45195e-05 5.46403e-05 2.46937e-05 2.78245e-05
threshold=0.12337000000000002 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.022331566527526589 0.0076170972218362991 -0.011568158363605962 -0.0086432137982313181 -0.014559988843359701 0.01469952413880446
leaf_weight=0.0010262144423913511 0.0015798647770161756 0.0018611074934751634 0.0010318886901645717 0.0013401303792425706 0.0010109272354476531
leaf_count=251 294 1436 615 242 283
internal_value=0 -0.00194307 0.00211968 -0.00401158 0.00290839
internal_weight=0 0.00627027 0.00440916 0.00338295 0.00204282
internal_count=3121 2827 1391 1140 898
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=6
num_cat=0
split_feature=42 43 4 2 0
split_gain=2.17449e-05 3.05718e-05 2.81389e-05 3.66248e-05 3.58591e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.10774000000000002 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00024549183399258303 0.00025401076710960586 -9.6480548193964145e-06 0.00015559918256408757 0.0001341505454845241 -0.00050203887316976274
leaf_weight=0.0012084926718419582 0.001879526810763219 0.001016043355846712 0.0019117927995077528 0.0012260612409569134 0.0012913816141080553
leaf_count=862 903 141 243 234 738
internal_value=0 3.83961e-05 -3.60269e-05 -0.000139706 -0.000285221
internal_weight=0 0.00732481 0.00544528 0.00353349 0.00230742
internal_count=3121 2259 1356 1113 879
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=6
num_cat=0
split_feature=42 160 52 1 16
split_gain=1.15136e-05 2.62477e-05 3.45843e-05 4.40282e-05 6.60143e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.094825000000000007 -0.4714549999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093968380712877095 -0.010088989722636534 -0.015918592022760483 0.017789200296065767 -0.0086000760363459366 0.023752330777738469
leaf_weight=0.0011218197782767439 0.0015051063664457453 0.0012102873244315866 0.0014883212975422781 0.0012848035434638314 0.0012388442243306411
leaf_count=862 828 549 340 138 404
internal_value=0 0.00154607 0.00489942 -0.000238365 0.00728154
internal_weight=0 0.00672736 0.00522226 0.00373394 0.00252365
internal_count=3121 2259 1431 1091 542
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=6
num_cat=0
split_feature=52 13 13 2 16
split_gain=1.12367e-05 2.98879e-05 2.25145e-05 2.79547e-05 3.37782e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.088704999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011791239107067366 -0.0093699656614513981 0.00509202879534213 0.007348571220207197 -0.0010908951584485717 -0.026494418514189846
leaf_weight=0.0019932436615696493 0.0011031471278030039 0.0011433165547865714 0.0014945203571145255 0.0010032598775872926 0.0010943694368684542
leaf_count=776 501 542 179 266 857
internal_value=0 0.00151858 -0.00280537 -0.00748773 -0.0143444
internal_weight=0 0.00672871 0.00473547 0.00324095 0.00209763
internal_count=3121 2620 1844 1665 1123
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=6
num_cat=0
split_feature=159 16 16 151 12
split_gain=1.16099e-05 2.43033e-05 5.67363e-05 4.19994e-05 5.92534e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.092355000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015257216479504036 0.0095047751571666617 0.010899206598568653 -0.020580183660923193 0.018897061651536727 -0.011243174005220865
leaf_weight=0.001036193995999672 0.0011008145088322275 0.0012673932555669724 0.001560931731449694 0.0018459429229189383 0.0010086704190874231
leaf_count=179 527 378 761 886 390
internal_value=0 -0.00157429 -0.00447407 0.00198745 0.00824709
internal_weight=0 0.00671913 0.00545174 0.00389081 0.00285461
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=6
num_cat=0
split_feature=457 15 15 16 12
split_gain=1.22419e-05 2.62304e-05 3.86796e-05 7.88363e-05 5.58966e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0075142029570016812 0.010011167585005112 -0.015653479957889203 0.025027101148126847 -0.023788606268708025 -0.0059511423700450835
leaf_weight=0.0018894563800550082 0.0010536510700885947 0.0011069126848474034 0.0012846421264356015 0.0014012286299773177 0.0010656378996083079
leaf_count=469 289 1167 160 727 309
internal_value=0 -0.00157878 0.00118306 -0.00581506 0.0109813
internal_weight=0 0.00674788 0.00564097 0.00329069 0.00235028
internal_count=3121 2832 1665 1196 469
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=7
num_cat=0
split_feature=159 15 16 52 49 43
split_gain=3.4545e-05 4.68631e-05 4.92683e-05 7.66418e-05 5.34641e-05 6.61704e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 1.0000000180025095e-35 -0.048674999999999989 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00034074607532719311 0.00036332458086341736 -0.00042255013718646488 0.00024200691403248958 0.00040527170835348141 0.00012115743537788406 -0.00051966601855698116
leaf_weight=0.0010138919257761296 0.0014408029021474762 0.0010227769637263717 0.0011660587835595794 0.0016075263060198464 0.001031215337282375 0.0015516940727502877
leaf_count=509 321 201 277 657 509 647
internal_value=0 4.39332e-05 -2.82036e-05 4.70935e-05 -0.00010649 -0.00026382
internal_weight=0 0.00782007 0.00637927 0.00535649 0.00374897 0.00258291
internal_count=3121 2612 2291 2090 1433 1156
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=7
num_cat=0
split_feature=484 42 43 16 0 2
split_gain=1.83948e-05 2.32646e-05 4.75479e-05 2.99436e-05 4.67831e-05 2.64777e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00030582628303945655 0.0002342374347120264 0.00029607392472343866 -0.00030996933733534819 -0.00030887056779612944 -2.8681673935019568e-05 0.00042109488404936291
leaf_weight=0.0010800493619207083 0.001078463435177081 0.0016137437385452136 0.0010783866252861681 0.0016297149687095735 0.0010066938343570324 0.0010061361288732659
leaf_count=806 394 734 101 497 331 258
internal_value=0 -3.98333e-05 5.51801e-06 -9.3802e-05 1.9584e-05 0.000196144
internal_weight=0 0.00741472 0.00633468 0.00472093 0.00309122 0.00201283
internal_count=3121 2727 1921 1187 690 589
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=6
num_cat=0
split_feature=15 151 48 12 2
split_gain=1.21847e-05 2.7473e-05 2.804e-05 4.98237e-05 1.92648e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.093265000000000015 0.090455000000000021 0.084055000000000005
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0097839148516099192 0.011079663306453272 -0.0069039643327554398 0.010195266638240191 0.0047324164288834701 -0.024360709577015156
leaf_weight=0.001091370858323993 0.0013610437377607953 0.0010835028922518417 0.0010084035406753315 0.0017504216661790731 0.0015176624530677931
leaf_count=253 516 384 222 900 846
internal_value=0 -0.00160797 -0.0048297 -0.00831147 -0.0170892
internal_weight=0 0.00672103 0.00535999 0.00435159 0.00260117
internal_count=3121 2868 2352 2130 1230
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=7
num_cat=0
split_feature=150 49 1 42 3 0
split_gain=2.16215e-05 3.72766e-05 3.70593e-05 5.31835e-05 2.81391e-05 4.16793e-05
threshold=0.11456000000000001 -0.026779999999999995 0.12337000000000002 0.084050000000000014 0.095270000000000007 -0.083804999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0003153005960925646 -0.00027300050849781983 0.00045085529432660557 0.00028536071703765507 -0.00043919725192568886 -0.00019765606093357632 -8.7594174203703764e-05
leaf_weight=0.0014573545373802446 0.0010027019487573461 0.0010024605781220448 0.0011422386344866137 0.001347083260202513 0.0014380324041275983 0.0012319043177347016
leaf_count=355 124 492 232 1124 128 666
internal_value=0 3.32902e-05 -3.34102e-05 -0.00010595 1.62894e-05 0.000153984
internal_weight=0 0.00761907 0.00616172 0.00501948 0.0036724 0.00223436
internal_count=3121 2997 2642 2410 1286 1158
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.87449e-05 3.51911e-05 3.10011e-05 3.78367e-05 2.73721e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00023186803982646741 0.00031787031929942023 -0.00025099866750231264 0.00033141740074214485 9.6622912181264304e-05 -0.00029087923610123445
leaf_weight=0.0011995569093024702 0.0013545400377189872 0.0017567964416302963 0.0013379916205568465 0.0016509961425988542 0.0012177856132929211
leaf_count=862 448 820 322 230 439
internal_value=0 3.2569e-05 -3.22331e-05 5.91259e-05 -6.78701e-05
internal_weight=0 0.00731811 0.00596357 0.00420677 0.00286878
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=7105
num_leaves=7
num_cat=0
split_feature=147 0 2 0 16 0
split_gain=2.86713e-05 3.37121e-05 5.87394e-05 4.15966e-05 4.11343e-05 4.34354e-05
threshold=1.0000000180025095e-35 -0.061629999999999997 0.10097500000000002 -0.10151999999999999 -0.27167499999999994 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00034632344164219623 0.00028047568561714138 0.00031536705126186248 -0.00023766406729010649 -0.00050586704102394641 -0.00014429170041693309 0.0003863918433981626
leaf_weight=0.001236815873964704 0.0011803904070465743 0.0019780859170828221 0.0011782107616445867 0.0010092736229184609 0.0013207911995137616 0.0010760706251026367
leaf_count=205 183 238 309 1862 156 168
internal_value=0 -4.74259e-05 0.000108927 -0.000153715 -5.59028e-05 9.39586e-05
internal_weight=0 0.00779925 0.0031563 0.00464295 0.00363368 0.00239686
internal_count=3121 2938 547 2391 529 324
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=7
num_cat=0
split_feature=16 160 3 0 2 48
split_gain=1.14213e-05 4.32244e-05 3.53801e-05 6.97531e-05 2.52916e-05 1.41475e-05
threshold=-0.008904999999999998 -0.012569999999999998 -0.13309499999999996 -0.11756999999999999 0.096540000000000015 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.019441325033526663 0.021749842203108449 -0.015015355137425629 -0.018666918993263525 0.017763876155276827 0.0065371634220009207 -0.0021908614330204443
leaf_weight=0.0010399856556711517 0.0010048534443738793 0.0010009777243494473 0.0010375054453996644 0.0015227300638075212 0.0011938924049953838 0.0010471875083891994
leaf_count=156 375 382 194 1555 332 127
internal_value=0 0.00457228 -0.00319111 0.00149367 -0.00329193 -0.0103906
internal_weight=0 0.00319972 0.00464741 0.00360742 0.00219487 0.00208469
internal_count=3121 1089 2032 1876 714 321
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=6
num_cat=0
split_feature=2 0 13 0 3
split_gain=2.65457e-05 4.17559e-05 3.85702e-05 2.86145e-05 5.53391e-05
threshold=0.10912000000000001 0.12113000000000002 -0.073839999999999975 -0.060129999999999996 -0.0025099999999999996
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.00039221300682329869 0.00045590665542454039 -0.00043288565010997945 -2.3017222382611353e-05 0.00018496075715992901 0.00013482045939459286
leaf_weight=0.0014883740129029565 0.0010206126240691314 0.001056873739054949 0.0017638214271938552 0.0019058337373687286 0.001578162131664346
leaf_count=1947 247 98 374 246 209
internal_value=0 -7.89472e-05 0.000152529 -3.71788e-06 -0.000120981
internal_weight=0 0.00602924 0.00278443 0.00497237 0.00306654
internal_count=3121 2500 621 2402 2156
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=5
num_cat=0
split_feature=49 16 0 52
split_gain=1.15063e-05 1.93487e-05 3.40025e-05 3.19789e-05
threshold=-0.043469999999999995 -0.008904999999999998 -0.10836499999999999 0.091275000000000009
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0069965360945308981 -0.017469996442203171 -0.0048450148025942722 0.0029872701534223558 0.016931140274025591
leaf_weight=0.0017973617710009436 0.0016446536298203762 0.0016640605963010942 0.0016057565011439331 0.0011338952179558025
leaf_count=425 300 787 1465 144
internal_value=0 -0.0021162 -0.00736377 0.00397996
internal_weight=0 0.00604837 0.00325041 0.00279796
internal_count=3121 2696 1765 931
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=7
num_cat=0
split_feature=52 160 1 12 48 4
split_gain=2.46355e-05 3.35321e-05 5.88175e-05 5.49253e-05 5.99146e-05 5.67429e-05
threshold=0.14295500000000003 -0.027994999999999996 0.12958500000000003 0.092355000000000007 0.088875000000000023 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00033354004677280802 -0.00029558717065376872 0.00019520503753497483 0.00036765093457767959 -0.00042434295053428905 0.00037966925948207104 -0.0003915686610812097
leaf_weight=0.0011909796742009954 0.0010038316272848345 0.0010729498830699179 0.0012028875953976684 0.0015424958429450021 0.001187191984785911 0.0015474611841265393
leaf_count=547 386 514 172 641 208 653
internal_value=0 3.08864e-05 -2.41197e-05 -0.000112203 1.42473e-05 -0.000151309
internal_weight=0 0.00774397 0.00655299 0.0053501 0.0038076 0.00262041
internal_count=3121 2735 2188 2016 1375 1167
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=6
num_cat=0
split_feature=159 2 15 0 1
split_gain=4.61097e-05 3.54355e-05 5.9656e-05 4.56051e-05 0.000103481
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.016799999999999995 -0.15202999999999997 0.083345000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.00039878076011160831 -0.00032592967671618269 -9.2434167799432325e-05 0.00023771113033796103 2.7212151993175668e-05 0.00079334972902217829
leaf_weight=0.0010005790854698358 0.0019295449808256276 0.0017769020885064126 0.0011535699472807824 0.0018645427697298444 0.0010649366460164155
leaf_count=509 480 157 835 718 422
internal_value=0 4.83573e-05 -0.000115039 0.000155397 0.000305722
internal_weight=0 0.0077895 0.00308311 0.00470638 0.00292948
internal_count=3121 2612 1315 1297 1140
is_linear=0
shrinkage=0.00196078


Tree=7111
num_leaves=7
num_cat=0
split_feature=52 13 13 2 16 2
split_gain=1.24349e-05 2.56761e-05 1.80946e-05 2.4003e-05 2.90351e-05 1.23767e-06
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.088704999999999992 0.10222000000000002
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.013545485118098183 -0.0098623646627789604 0.0049700469438465275 0.006673619606947419 -0.00074043018240986199 -0.024257290504482582 0.0085797735532035218
leaf_weight=0.0010015450771843669 0.0011062226936196943 0.0011554215999411929 0.0014964418822080786 0.0010095363164875104 0.0010938740955822677 0.0010061822988007918
leaf_count=599 501 542 179 266 857 177
internal_value=0 0.00157423 -0.00242946 -0.00660955 -0.0129703 0.0110569
internal_weight=0 0.006763 0.00475527 0.00325883 0.00210341 0.00200773
internal_count=3121 2620 1844 1665 1123 776
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=6
num_cat=0
split_feature=484 42 51 43 4
split_gain=1.278e-05 2.33234e-05 3.01377e-05 1.85115e-05 4.08973e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.081440000000000026 -0.074359999999999996 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015626140302113647 0.010508927457184085 0.00703550826360022 0.013929857522315934 -0.017258841106848135 0.005468854357930486
leaf_weight=0.0010075390095072292 0.0010035194731197409 0.0012876819998029077 0.0013533390880443846 0.0017816751473886696 0.0014249736761678506
leaf_count=806 394 605 348 776 192
internal_value=0 -0.00157388 0.000847285 -0.00309216 -0.00715909
internal_weight=0 0.00685521 0.00584767 0.00449433 0.00320665
internal_count=3121 2727 1921 1573 968
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=6
num_cat=0
split_feature=2 52 0 52 0
split_gain=1.16121e-05 2.8658e-05 3.21672e-05 3.70019e-05 2.41774e-05
threshold=0.10912000000000001 0.084960000000000022 -0.10607499999999999 -0.020999999999999994 -0.13455999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.012166609627209054 -0.002824222754309335 -0.015375613374786854 0.0070081367760012796 -0.017825722939485294 0.017330837086255917
leaf_weight=0.0016775586824816138 0.0014071737327800589 0.0013273025285634515 0.001156301647647422 0.0012470405291836193 0.0010314137564279892
leaf_count=277 164 820 638 765 457
internal_value=0 -0.00261155 0.00153994 -0.0058776 0.00570047
internal_weight=0 0.0054082 0.0040809 0.00240334 0.00243859
internal_count=3121 2500 1680 1403 621
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=7
num_cat=0
split_feature=15 151 16 1 52 0
split_gain=1.90262e-05 2.56295e-05 4.69854e-05 6.54514e-05 4.71223e-05 3.09278e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.094359999999999986 0.10752500000000002 -0.092399999999999982 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.00022484890425966743 0.00022568730096943345 -0.00064271206221301494 -0.00032779210770929611 3.5738540295812501e-05 0.00043960568803772394 1.4368554218781079e-05
leaf_weight=0.0011822496002067712 0.0011460550970103294 0.0011621001304269246 0.0010192646987255234 0.001032338706002155 0.001008635203826393 0.0018893002811093218
leaf_count=253 454 408 458 74 555 919
internal_value=0 -4.33898e-05 -9.38472e-05 -0.000323546 3.48313e-05 0.000162374
internal_weight=0 0.00725769 0.00611164 0.00219444 0.0039172 0.00289794
internal_count=3121 2868 2414 482 1932 1474
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=8
num_cat=0
split_feature=47 4 160 12 3 3 15
split_gain=2.25761e-05 4.02967e-05 5.14573e-05 5.43583e-05 8.03083e-05 4.01352e-05 2.88301e-05
threshold=0.11669500000000001 0.24564500000000003 -0.027994999999999996 0.092355000000000007 0.088060000000000013 -0.077774999999999983 -0.43375999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3
right_child=-2 6 3 -5 -6 -7 -8
leaf_value=0.0003125326800439108 -0.00028284566729606838 -3.5093900043363966e-06 -7.0642632111433989e-05 -0.00055989857576550729 -0.00047504984238892371 0.00046826933412866836 0.00043899121029076235
leaf_weight=0.0011079839248029216 0.0010010652498474342 0.0010001772143561701 0.0011308497432967754 0.0010064469500809044 0.0010732232292520391 0.0010021624630480309 0.0013042674379998525
leaf_count=700 133 169 888 622 135 247 227
internal_value=0 3.03453e-05 -6.34631e-05 -0.000162354 -3.75639e-05 0.000182557 0.000246937
internal_weight=0 0.00762511 0.00532067 0.00421268 0.00320624 0.00213301 0.00230444
internal_count=3121 2988 2592 1892 1270 1135 396
is_linear=0
shrinkage=0.00196078


Tree=7116
num_leaves=7
num_cat=0
split_feature=15 151 16 15 43 12
split_gain=1.24827e-05 2.48155e-05 4.15994e-05 3.0125e-05 3.10887e-05 1.4378e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.094359999999999986 -0.037864999999999989 -0.053764999999999993 0.082480000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=0.0098444543688123755 0.012322391768955681 -0.024078721242932789 -0.01193000464575421 0.019581960213352796 -0.0024093344971139029 -0.007242523600644259
leaf_weight=0.0010999081640506621 0.0010708283356481588 0.0010260155011938572 0.0010794412206225758 0.0012170507048458326 0.0013624978574302274 0.0010031837247658697
leaf_count=253 454 142 576 458 898 340
internal_value=0 -0.00164281 -0.00427182 0.0020967 0.00796633 -0.0157553
internal_weight=0 0.00675902 0.00568819 0.00365899 0.00257955 0.0020292
internal_count=3121 2868 2414 1932 1356 482
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=6
num_cat=0
split_feature=1 3 3 12 3
split_gain=1.06818e-05 3.84597e-05 5.64794e-05 3.3143e-05 1.64754e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 0.09141500000000001 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.018601133424956586 -0.013928410518161112 0.019156309801293906 -0.0070791126628178104 0.0096655719110291319 -0.0015503694220229127
leaf_weight=0.001291978123877882 0.0010060374724227134 0.0019902196086976484 0.0013962334801670938 0.0011503039778158778 0.0010094756652070649
leaf_count=1338 165 550 228 704 136
internal_value=0 0.00323932 0.00833945 -0.00419467 -0.0111222
internal_weight=0 0.00439249 0.00338645 0.00345176 0.00230145
internal_count=3121 943 778 2178 1474
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=6
num_cat=0
split_feature=4 151 15 42 3
split_gain=1.18363e-05 2.21313e-05 2.55904e-05 3.75257e-05 5.7262e-05
threshold=0.27287000000000006 -0.012764999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011387517906927354 0.0071946797331164424 0.015056458971924353 -0.018225695492189397 -0.017599630001454925 -0.014155638394954557
leaf_weight=0.0010107959343546129 0.0017589306275673554 0.0018916998228346708 0.001111253015457541 0.0010169182995851717 0.0010399064182408206
leaf_count=463 352 526 1162 528 90
internal_value=0 -0.00212147 -0.00482017 -0.00104738 0.00469427
internal_weight=0 0.00607057 0.00505978 0.00394852 0.00293161
internal_count=3121 2769 2306 1144 616
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=7
num_cat=0
split_feature=159 1 4 12 48 15
split_gain=4.54875e-05 3.78838e-05 3.78586e-05 5.66129e-05 5.28712e-05 5.33372e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 0.092355000000000007 0.088875000000000023 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00039482533305502981 -0.00045755640794467036 0.00037230915973636457 0.00029785446610788445 -0.00042846564906409701 0.00040239138956131142 9.2345676402856642e-05
leaf_weight=0.0010043633876703527 0.0010444832896514713 0.0011793477513820155 0.0012562263417282699 0.001346728642157625 0.0011007459274516912 0.00193344456657136
leaf_count=509 520 216 176 676 249 775
internal_value=0 4.83138e-05 -8.87335e-06 -7.98947e-05 3.51992e-05 -0.000100528
internal_weight=0 0.00786098 0.00668163 0.0054254 0.00407867 0.00297793
internal_count=3121 2612 2396 2220 1544 1295
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=6
num_cat=0
split_feature=2 52 0 0 0
split_gain=1.21911e-05 2.38781e-05 2.84284e-05 3.04004e-05 2.22173e-05
threshold=0.10912000000000001 0.084960000000000022 -0.10607499999999999 -0.019414999999999998 -0.13455999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.011105244470393821 -0.0023410558162026531 -0.014351715007319001 -0.017644821729248496 0.0048912067266772222 0.016989029752488307
leaf_weight=0.001675833981445296 0.0014040235198509187 0.0013227770288772736 0.0011455518194822361 0.0012536531851747403 0.0010313904790495714
leaf_count=277 164 820 1209 194 457
internal_value=0 -0.00267789 0.00111149 -0.0058691 0.00584518
internal_weight=0 0.00539782 0.00407504 0.00239921 0.00243541
internal_count=3121 2500 1680 1403 621
is_linear=0
shrinkage=0.1


Tree=7121
num_leaves=7
num_cat=0
split_feature=0 3 3 4 2 0
split_gain=1.58956e-05 3.76907e-05 3.39939e-05 6.7438e-05 4.09481e-05 2.72e-05
threshold=-0.060129999999999996 0.0068900000000000012 0.090900000000000009 0.053180000000000012 0.11389000000000002 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00055782592851990665 0.00040478283109948536 -0.0002182246007782999 0.00037350669470328558 5.1254668013566623e-05 -0.00016509725018107907 -1.0301581477427752e-05
leaf_weight=0.0012271364268019477 0.0014516803019800479 0.0010068131774835449 0.0011289157008854619 0.0016236026718213642 0.0010450892226649242 0.0010430635558339662
leaf_count=1875 289 133 120 413 140 151
internal_value=0 0.000102 -7.00921e-05 -0.000210932 0.000114589 0.000231234
internal_weight=0 0.00350156 0.00502474 0.00285074 0.002174 0.00249474
internal_count=3121 573 2548 2288 260 440
is_linear=0
shrinkage=0.00196078


Tree=7122
num_leaves=6
num_cat=0
split_feature=2 0 13 12 0
split_gain=2.06907e-05 4.13759e-05 3.84877e-05 3.643e-05 3.38913e-05
threshold=0.10912000000000001 0.12113000000000002 -0.073839999999999975 0.090455000000000021 -0.12333499999999999
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=9.2387755872969286e-05 0.00044623513988242987 -0.0004169819927502895 -3.7505382087152195e-05 0.00021522545197657952 -0.0003318064065328584
leaf_weight=0.0013851853827092921 0.0010027252183497462 0.001058063071285544 0.0017119666689985589 0.001986956648143631 0.0015173718575880173
leaf_count=244 247 98 374 804 1354
internal_value=0 -6.5413e-05 0.000141174 1.06645e-05 -0.000129369
internal_weight=0 0.00594758 0.00271469 0.00488951 0.00290256
internal_count=3121 2500 621 2402 1598
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=7
num_cat=0
split_feature=2 13 0 3 16 43
split_gain=1.05446e-05 3.09954e-05 2.35252e-05 3.28257e-05 1.7196e-05 1.20659e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -1.0000000180025095e-35 -0.071854999999999988 -0.03898999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -4
right_child=1 4 5 -5 -6 -7
leaf_value=-0.021646496337928197 0.016904447880338992 0.005716455697528584 0.012570309992946498 0.001532496010154181 -0.012140437480116065 -0.0028757156648857858
leaf_weight=0.0011968023375662266 0.0012234098506808113 0.0011022941169604621 0.001000663066393368 0.0012481890647402121 0.0010558327136499324 0.0010225361834643263
leaf_count=1793 200 257 136 162 462 111
internal_value=0 0.00418863 -0.00321285 -0.00981342 -0.00301977 0.0047638
internal_weight=0 0.00338154 0.00446819 0.00244499 0.00215813 0.0020232
internal_count=3121 919 2202 1955 719 247
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=6
num_cat=0
split_feature=42 160 52 4 1
split_gain=1.02167e-05 2.43274e-05 3.58425e-05 4.62967e-05 6.90288e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0089022539854036672 -0.0097507418859284264 -0.018316223334856541 0.017819519487822705 0.022733241831918383 -0.0093570478913382951
leaf_weight=0.0011118650481699958 0.0015060743444306806 0.0010530368671463411 0.0014846802210925934 0.0013192473042285143 0.0013627441940882346
leaf_count=862 828 696 340 207 188
internal_value=0 0.0014456 0.00467615 -0.000548363 0.00642787
internal_weight=0 0.00672578 0.00521971 0.00373503 0.00268199
internal_count=3121 2259 1431 1091 395
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=6
num_cat=0
split_feature=484 15 52 2 52
split_gain=1.56013e-05 2.34193e-05 2.86318e-05 6.63928e-05 0.000126404
threshold=0.073690000000000019 -0.11713499999999999 0.10744000000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023502323978269641 0.00021597622778686987 -0.00039415273845733406 0.00032057781087681915 -0.0004012319023315349 0.000415830971412186
leaf_weight=0.0017366760416142445 0.0010829869496516457 0.0011789658013469898 0.00103192107630652 0.0013740762441678167 0.0019928305691950792
leaf_count=393 394 414 389 452 1079
internal_value=0 -3.61863e-05 2.57227e-05 -4.12099e-05 0.000114758
internal_weight=0 0.00731447 0.00557779 0.00454587 0.0031718
internal_count=3121 2727 2334 1945 1493
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.24004e-05 1.93638e-05 3.01235e-05 3.0938e-05 4.91566e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014392762534815374 0.010342289511616767 0.012975632886016556 -0.010416487885841708 -0.015252885307835915 0.015817511021131523
leaf_weight=0.0010017285490389405 0.0010060130677507773 0.0014807702652928495 0.0014458907229368996 0.0014844397175549171 0.0014115396428898896
leaf_count=806 394 734 151 497 539
internal_value=0 -0.00155029 0.000659131 -0.00354134 0.00254282
internal_weight=0 0.00682437 0.00582264 0.00434187 0.00285743
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=7
num_cat=0
split_feature=16 160 3 0 4 48
split_gain=1.0604e-05 3.78315e-05 3.18299e-05 5.94407e-05 2.23426e-05 1.08076e-05
threshold=-0.008904999999999998 -0.012569999999999998 -0.13309499999999996 -0.11756999999999999 -0.10429499999999998 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.018484102429470777 0.020434658869677942 -0.012532018951061744 -0.016852561708496402 0.016474510355303236 0.0077368964961844859 -0.0024185543297512982
leaf_weight=0.0010397894023188182 0.0010082868546560271 0.0011547348033662114 0.0010322665238247306 0.0015110521851017114 0.0010279944110128175 0.0010427691376377682
leaf_count=156 375 214 194 1555 500 127
internal_value=0 0.00441437 -0.00307921 0.00138745 -0.00298602 -0.00959903
internal_weight=0 0.00319102 0.00462588 0.00358609 0.00218273 0.00207504
internal_count=3121 1089 2032 1876 714 321
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=6
num_cat=0
split_feature=3 43 3 1 4
split_gain=4.24495e-05 3.11645e-05 6.36679e-05 0.000108625 6.3932e-05
threshold=0.13524500000000003 -0.13868499999999997 -0.10831999999999999 0.094385000000000011 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00029737908918726268 0.00029586066454702239 0.00030584042868583253 -0.00048354177577986026 0.00048203354790071588 -0.00018632924907082887
leaf_weight=0.0016820533238121856 0.0015324937207899722 0.0018563667062551706 0.0018461743620643654 0.0011461745566101879 0.0010582938977357638
leaf_count=314 192 252 1822 339 202
internal_value=0 -6.19121e-05 5.13848e-06 -0.00013267 0.000161174
internal_weight=0 0.00758906 0.00590701 0.00405064 0.00220447
internal_count=3121 2929 2615 2363 541
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.09926e-05 2.87763e-05 5.31083e-05 6.324e-05 2.22539e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.033689999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0077203550503456833 0.0087262063183672963 0.00034028347578804496 -0.022444296508381163 -0.019157140551310969 0.021001928602170979
leaf_weight=0.0014857053696334015 0.0018331190101288832 0.0010009724838099818 0.0013834338629086784 0.0010320553257807041 0.0010877824130514505
leaf_count=303 843 226 1422 167 160
internal_value=0 -0.00183659 -0.00613539 0.00109424 0.0111005
internal_weight=0 0.00633736 0.00450424 0.00312081 0.00208875
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=7
num_cat=0
split_feature=159 15 4 47 52 16
split_gain=2.69347e-05 3.7753e-05 6.44913e-05 7.95199e-05 6.28271e-05 5.0727e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 0.092165000000000011 -0.088204999999999992 -0.004174999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00030360071191058333 0.00032794120053715236 -0.00047992008099838346 -0.00048097031997484686 0.00054940495494072727 -0.00013842563102537233 0.00034396233753184694
leaf_weight=0.0010075359177690217 0.0014073437320555448 0.0010315628423043662 0.0010123232554729326 0.0010273345965526922 0.0019176009552380789 0.0014888430028997817
leaf_count=509 321 540 146 188 1227 190
internal_value=0 3.68604e-05 -2.63801e-05 5.78218e-05 -5.59726e-05 7.24101e-05
internal_weight=0 0.00788501 0.00647766 0.00546534 0.00443801 0.00340644
internal_count=3121 2612 2291 2145 1957 1417
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=7
num_cat=0
split_feature=52 52 16 3 151 1
split_gain=2.08991e-05 3.10886e-05 3.58904e-05 3.68823e-05 6.94546e-05 5.16874e-05
threshold=0.14295500000000003 0.091275000000000009 0.071345000000000006 -0.13309499999999996 -0.0083949999999999979 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00025519606163993612 -0.00026977755970739698 0.0003298878084187696 -0.00031688262452707241 -0.00030057803622433399 -4.2002698110976283e-06 0.00050635649467608819
leaf_weight=0.0011872083134190758 0.0010074462663010502 0.0011372294388171016 0.0012732649854779923 0.0010443223000480405 0.0013502488389788648 0.0017509356570209354
leaf_count=161 386 329 515 379 1043 308
internal_value=0 3.04444e-05 -2.11052e-05 4.95161e-05 0.000136781 0.000284061
internal_weight=0 0.00774321 0.00660598 0.00533272 0.00414551 0.00310118
internal_count=3121 2735 2406 1891 1730 1351
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=6
num_cat=0
split_feature=15 151 48 15 43
split_gain=1.18597e-05 2.04139e-05 2.90077e-05 4.12496e-05 4.49114e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.093265000000000015 -0.016799999999999995 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0096222654025407504 0.0092808451258970179 -0.021403062124863814 0.010908116538992114 0.015190988276273996 -0.010621478201573194
leaf_weight=0.0010960688261158714 0.0013746421893360916 0.0014911569355098462 0.0010085633057384464 0.0010811554250987733 0.0017901414345303382
leaf_count=253 516 702 222 300 1128
internal_value=0 -0.00159304 -0.00437607 -0.00790964 -0.000902076
internal_weight=0 0.00674566 0.00537102 0.00436245 0.0028713
internal_count=3121 2868 2352 2130 1428
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=7
num_cat=0
split_feature=133 16 52 16 3 16
split_gain=2.27446e-05 2.62664e-05 8.70409e-05 7.03347e-05 3.83145e-05 6.50906e-05
threshold=0.088525000000000006 0.013515000000000001 -0.088204999999999992 -0.056919999999999991 -0.10519499999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00035046573840097329 -0.0002740551820711367 -0.00019225836361167476 0.00055696304723226655 -0.00048984662597691554 -0.00036862429730626176 0.00021659409915143516
leaf_weight=0.0013327978921007441 0.0010070043846301903 0.001111167761130717 0.0012862600513145466 0.0010587411253210168 0.0013429217394267273 0.0016028318922633599
leaf_count=143 713 383 204 553 246 879
internal_value=0 3.92228e-05 0.000209711 -3.7358e-05 7.46118e-05 -5.01976e-05
internal_weight=0 0.00773472 0.00239743 0.00533729 0.00427855 0.00294575
internal_count=3121 2408 587 1821 1268 1125
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.11028e-05 3.8569e-05 5.37963e-05 3.29734e-05 5.01125e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.083924999999999986 0.090900000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.0075281626189344407 -0.013786870746699112 0.02300931589976507 -0.0025050279124621835 -0.028031081250768138 0.0032327909850025215
leaf_weight=0.0014079290918286753 0.0010132212536102928 0.0014494545680199427 0.0019224449000995768 0.001021915300356775 0.0010288938134019798
leaf_count=924 165 488 290 1165 89
internal_value=0 0.00332169 0.00846264 -0.00425591 -0.012346
internal_weight=0 0.00438512 0.0033719 0.00345874 0.00205081
internal_count=3121 943 778 2178 1254
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=7
num_cat=0
split_feature=42 49 1 4 1 52
split_gain=1.16424e-05 2.57119e-05 2.72316e-05 2.85183e-05 2.58421e-05 1.93143e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.107145 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0033277742526573507 -0.0097452963271898747 -0.0020073318262386263 0.017693547089390253 -0.011553583540367406 -0.018776565115053052 0.01712288519527868
leaf_weight=0.0010672040924335924 0.0010632909751875797 0.0010314902815001801 0.0013406381046445395 0.0011942570230846429 0.0010485537497517726 0.0010807044100798232
leaf_count=434 630 726 239 401 142 549
internal_value=0 0.00151121 0.00567171 0.000797316 -0.00762697 0.00778064
internal_weight=0 0.00676285 0.00464709 0.00330645 0.00211576 0.00211219
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=5
num_cat=0
split_feature=52 13 1 3
split_gain=1.28492e-05 2.05619e-05 1.90543e-05 3.31109e-05
threshold=0.11434500000000002 -0.090639999999999984 0.089175000000000018 -0.0049599999999999991
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010688615088623092 -0.010042862439680347 0.0066155225841057251 0.0048381526177818136 -0.01577386081731922
leaf_weight=0.0018230416456329959 0.0010984019018693393 0.0017479992879302513 0.0014283531770069673 0.0017152101659573605
leaf_count=417 501 1428 558 217
internal_value=0 0.00162405 -0.00175424 -0.0064083
internal_weight=0 0.0067146 0.00489156 0.00314356
internal_count=3121 2620 2203 775
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=7
num_cat=0
split_feature=1 4 47 1 16 49
split_gain=1.45471e-05 2.74486e-05 3.91121e-05 5.91936e-05 2.58698e-05 2.08002e-05
threshold=0.077565000000000009 -0.011209999999999999 0.092530000000000015 0.11507500000000002 0.13751500000000003 -0.0020949999999999996
decision_type=2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.01870499388027469 -0.010687923147401461 0.012084751213665259 -0.0080300529409076862 -0.0074203158960861578 0.003252073531069535 0.03202255719244694
leaf_weight=0.0010068938578459922 0.0012116235936915952 0.0010473644471605003 0.0013333881597037581 0.0010111295884695243 0.0011488223549194921 0.0010456542879303463
leaf_count=1390 722 156 196 257 246 154
internal_value=0 0.00265205 0.00629439 0.0124475 -0.00700365 0.0220455
internal_weight=0 0.00564916 0.00443754 0.00310415 0.00215572 0.00209302
internal_count=3121 1485 763 567 1636 310
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=7
num_cat=0
split_feature=47 0 3 4 0 52
split_gain=2.32745e-05 3.47121e-05 4.71247e-05 6.23681e-05 3.03286e-05 5.21779e-05
threshold=0.11669500000000001 -0.10607499999999999 -0.12018999999999998 -0.083854999999999985 -0.14920999999999998 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00028116368985152607 -0.00028006526574163315 0.0001485503149558567 1.9463473262140811e-05 -0.00061384856417689775 0.00044038152078625548 0.00031267735748548905
leaf_weight=0.0010184325220223144 0.0010283585742223841 0.0018864713138531724 0.0013310090965243282 0.0010853364053448485 0.0011494960736936079 0.0012886621380690643
leaf_count=91 133 231 435 1798 257 176
internal_value=0 3.38577e-05 -8.36871e-05 -0.000264998 0.000180179 5.05351e-05
internal_weight=0 0.00775941 0.00430282 0.00241635 0.00345659 0.00230709
internal_count=3121 2988 2464 2233 524 267
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=6
num_cat=0
split_feature=1 3 3 3 12
split_gain=3.16228e-05 4.07755e-05 4.93265e-05 2.97487e-05 8.3701e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 0.11296500000000002 0.090995000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00018354197389644007 0.00053412736663617727 -0.00060457095416879196 -6.0246650371675283e-05 -0.00012114027639496557 -8.9482898596658734e-05
leaf_weight=0.0011051301029746307 0.0015834699893325006 0.0010188687063462428 0.0017215869775659698 0.0015454371874908204 0.0017332640562448647
leaf_count=174 388 1845 159 228 327
internal_value=0 -0.000134404 -0.00026262 0.000103547 0.00020824
internal_weight=0 0.00384559 0.00274046 0.00486217 0.00331673
internal_count=3121 2178 2004 943 715
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=7
num_cat=0
split_feature=159 15 52 16 52 4
split_gain=4.46929e-05 5.85375e-05 3.42775e-05 4.94199e-05 4.55732e-05 5.01505e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.10925999999999998 -0.36241499999999999 1.0000000180025095e-35 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.0003906813589763534 0.00040513887640826886 -0.00035597927582888878 -0.00035040182330197501 -0.00027319862942379108 0.00037992878322935575 0.00025680449539999898
leaf_weight=0.0010163950515329903 0.0014308074907467792 0.0010572651299342387 0.0010602932166390829 0.0015108406034511986 0.0016415167646480515 0.0012578742783773997
leaf_count=509 321 520 201 744 657 169
internal_value=0 4.59516e-05 -3.27776e-05 2.96862e-05 0.000121066 -3.24092e-05
internal_weight=0 0.0079586 0.00652779 0.00547052 0.00441023 0.00276871
internal_count=3121 2612 2291 1771 1570 913
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=7
num_cat=0
split_feature=1 4 47 1 4 150
split_gain=1.20673e-05 2.66959e-05 3.30404e-05 4.95079e-05 2.57784e-05 2.02201e-05
threshold=1.0000000180025095e-35 -0.011209999999999999 0.092530000000000015 0.11507500000000002 -0.27825499999999997 0.084120000000000014
decision_type=2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0040777389879847661 -0.010673237302607545 0.029356048201469306 -0.007198783352837264 -0.0066137086056918676 -0.018014196915227484 0.0098488229228673053
leaf_weight=0.001106408456790877 0.0012319067735300756 0.0011316284021369938 0.0013415546529149439 0.0010171939092165137 0.0010106703101216293 0.0010017375029150611
leaf_count=67 741 178 196 257 1545 137
internal_value=0 0.00236768 0.00594399 0.0115404 -0.00646871 0.0201963
internal_weight=0 0.00572402 0.00449211 0.00315056 0.00211708 0.00213337
internal_count=3121 1509 768 572 1612 315
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=7
num_cat=0
split_feature=1 12 48 2 15 0
split_gain=1.42927e-05 2.63353e-05 4.39877e-05 2.42467e-05 3.22051e-05 1.11149e-05
threshold=0.11588000000000001 0.095330000000000012 0.088875000000000023 0.10097500000000002 -0.0040799999999999994 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.012721248081788834 0.014584047313895204 -0.017044769110651288 0.017752570704951981 -0.017119421172115637 0.010498648053501963 1.9123179391616853e-05
leaf_weight=0.0010345198664381834 0.0010122695033124335 0.0010344645154345107 0.0011320345959168528 0.0011124084394778452 0.0014133788359674134 0.001086129471558762
leaf_count=605 189 571 288 270 972 226
internal_value=0 -0.00260202 0.000581995 -0.00487756 0.000685561 0.00704526
internal_weight=0 0.00572681 0.00469234 0.00356031 0.0024479 0.0020984
internal_count=3121 2706 2135 1847 1577 415
is_linear=0
shrinkage=0.1


Tree=7143
num_leaves=7
num_cat=0
split_feature=159 15 4 15 43 43
split_gain=2.87626e-05 3.63947e-05 5.06286e-05 5.16482e-05 3.9385e-05 5.19119e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.053579999999999996 0.070450000000000013 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00031226636654131895 0.00032476916429532738 0.00034609133875736589 -0.00042340544886230596 4.8948975766208325e-05 0.00023931362569524237 -0.0005005524167303331
leaf_weight=0.001006632338395424 0.0014123863296611342 0.0016166161524572963 0.0010204544742731031 0.0014485509382200377 0.0010993460998502628 0.0012157198538571056
leaf_count=509 321 625 146 412 168 940
internal_value=0 3.98809e-05 -2.2983e-05 5.2964e-05 -7.29452e-05 -0.000201791
internal_weight=0 0.00781307 0.00640069 0.00538023 0.00376362 0.00266427
internal_count=3121 2612 2291 2145 1520 1352
is_linear=0
shrinkage=0.00196078


Tree=7144
num_leaves=6
num_cat=0
split_feature=147 52 13 52 0
split_gain=1.32283e-05 3.20783e-05 2.56791e-05 3.00482e-05 2.42727e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.081429999999999989 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.010717695935273013 0.010600933847503565 -0.018072324409006184 0.0096695795672120111 -0.019711995627350008 -0.00058519674617615012
leaf_weight=0.0019191707092510806 0.0010209209440883663 0.0010079030119503904 0.0012074180673104888 0.0012232322986915197 0.0014499564157359206
leaf_count=737 183 496 552 149 1004
internal_value=0 -0.00160579 0.00125582 -0.0034236 -0.00933748
internal_weight=0 0.00680768 0.00579978 0.00388061 0.00267319
internal_count=3121 2938 2442 1705 1153
is_linear=0
shrinkage=0.1


Tree=7145
num_leaves=6
num_cat=0
split_feature=52 52 16 15 1
split_gain=3.25241e-05 3.688e-05 4.07856e-05 3.28963e-05 3.92533e-05
threshold=0.14295500000000003 0.091275000000000009 0.071345000000000006 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00014876471431424557 -0.0003294437088749962 0.00036762570087086889 -0.00032360822234190777 0.00028319125648076026 -0.00025891615363303179
leaf_weight=0.001926246593416104 0.0010157902808635719 0.0011512205566664253 0.0013032078646812162 0.0017575194304473608 0.0017177561042337293
leaf_count=757 386 329 515 885 249
internal_value=0 4.34074e-05 -1.22618e-05 6.28558e-05 -4.34131e-05
internal_weight=0 0.00785595 0.00670473 0.00540152 0.003644
internal_count=3121 2735 2406 1891 1006
is_linear=0
shrinkage=0.00196078


Tree=7146
num_leaves=7
num_cat=0
split_feature=11 2 16 12 15 4
split_gain=1.79621e-05 3.36156e-05 7.97395e-05 4.95865e-05 5.48699e-05 2.93478e-05
threshold=0.078340000000000007 0.10699500000000002 -0.074319999999999983 0.09857500000000001 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00019674706841647064 -0.00024473680951311367 -0.00015133887259969917 0.0005671918947119227 -0.00042910924497462522 2.4331186167536686e-05 0.0004924700576785032
leaf_weight=0.0019212149171675247 0.0010427651192140936 0.0011417555169808287 0.0012372920644010779 0.0010974506788200191 0.0010061315944601308 0.0010544212928212979
leaf_count=834 208 263 339 245 145 1087
internal_value=0 3.00099e-05 0.000222354 -6.00818e-05 4.16292e-05 0.000263886
internal_weight=0 0.00745827 0.00237905 0.00507922 0.00398177 0.00206055
internal_count=3121 2913 602 2311 2066 1232
is_linear=0
shrinkage=0.00196078


Tree=7147
num_leaves=8
num_cat=0
split_feature=4 151 0 2 15 3 12
split_gain=3.48022e-05 3.96437e-05 4.84466e-05 3.31419e-05 5.6618e-05 3.30077e-05 2.08084e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 0.10097500000000002 -0.037864999999999989 -0.13309499999999996 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -6
right_child=5 2 3 -5 6 -7 -8
leaf_value=0.00027770889712455595 -2.3252990986323407e-05 -0.00049167134623834903 -0.0003006727440929944 -0.00028035498574018709 0.00044827771348951163 0.00047866354933308758 6.04665997066021e-05
leaf_weight=0.0010862997784876491 0.0010122754802505685 0.001145963883020241 0.0010502970152670267 0.0015179066806434824 0.0010712185422375076 0.0010027521362881127 0.0010566186146435961
leaf_count=451 83 158 497 491 192 269 980
internal_value=0 -6.62525e-05 -0.000130211 -4.20045e-05 7.18339e-05 0.000226519 0.000255703
internal_weight=0 0.0069283 0.005842 0.00469604 0.00317813 0.00201503 0.00212784
internal_count=3121 2769 2318 2160 1669 352 1172
is_linear=0
shrinkage=0.00196078


Tree=7148
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.15284e-05 3.47038e-05 5.00158e-05 3.10893e-05 2.85269e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 -0.12018999999999998 0.090900000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.010339483680876308 -0.012806769519740977 0.018495574833615868 -0.0062093830683380945 -0.019640492412248325 0.0022058318814509202
leaf_weight=0.0010208830270895413 0.001017136383500844 0.0019785494156531478 0.0013988706524926146 0.0014177230307518174 0.0010334146656112786
leaf_count=174 165 550 228 1915 89
internal_value=0 0.00338647 0.0082632 -0.00432308 -0.0104299
internal_weight=0 0.00439456 0.00337742 0.00347202 0.00245114
internal_count=3121 943 778 2178 2004
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=1.1835e-05 2.0151e-05 3.55192e-05 4.23002e-05 3.10334e-05
threshold=0.27287000000000006 0.098655000000000007 0.10699500000000002 0.093175000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014928446855686305 0.0072039752787338256 -0.013815212173283492 0.015008037502135774 -0.019475821492850869 -0.0078243496669911979
leaf_weight=0.0011804077254474448 0.0017616501088395554 0.0011834672245135637 0.0012847325689571403 0.0012234958272557385 0.0012180189836523726
leaf_count=215 352 195 403 422 1534
internal_value=0 -0.0021027 0.00072232 -0.00434497 0.00337365
internal_weight=0 0.00609012 0.00490666 0.00362192 0.00239843
internal_count=3121 2769 2574 2171 1749
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=6
num_cat=0
split_feature=42 13 2 3 0
split_gain=1.0539e-05 2.60126e-05 2.55223e-05 5.33176e-05 2.8884e-05
threshold=0.092620000000000022 0.11217000000000001 0.099185000000000009 0.11924500000000002 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0050730402248097689 -0.0092605786493807161 0.014441655128304002 0.022772898807670795 -0.0067085717486741487 -0.015202688852196059
leaf_weight=0.0011144554075544811 0.0010650263605608617 0.0012540304063152607 0.0010750031274075916 0.0014287320451102552 0.0019011460597294398
leaf_count=172 630 166 439 182 1532
internal_value=0 0.00144058 -0.00151335 0.00594959 -0.00770952
internal_weight=0 0.00677337 0.00551934 0.00250374 0.0030156
internal_count=3121 2491 2325 621 1704
is_linear=0
shrinkage=0.1


Tree=7151
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=1.00852e-05 2.43579e-05 3.64117e-05 4.70553e-05 4.78292e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014402484376279912 -0.0085139100156266939 0.013527458669564011 -0.023970348633518143 0.012286785679055987 -0.01253444409373179
leaf_weight=0.0011996522813044076 0.001184005778843247 0.0012645361037638371 0.0010661691178965706 0.0016175169156162749 0.0014928070366097314
leaf_count=651 409 249 179 1023 610
internal_value=0 0.00150437 -0.00133944 -0.00584075 0.00037378
internal_weight=0 0.00664068 0.00544103 0.00417649 0.00311032
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=7152
num_leaves=7
num_cat=0
split_feature=3 0 2 12 47 3
split_gain=2.17069e-05 3.27843e-05 0.000108965 4.17179e-05 5.18979e-05 7.00573e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.090455000000000021 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00020458555697795122 -0.00025909473573038538 -0.00066715583141809269 0.00019291194806722611 0.00039997848092124271 -0.00039843415868585105 0.00038656318392025005
leaf_weight=0.0016522133592295702 0.0011509253522936666 0.0011387118091627261 0.0011267417569451243 0.0010140603575654918 0.0011352123908278415 0.0014730758724935491
leaf_count=303 1234 156 205 824 216 183
internal_value=0 -4.51507e-05 -0.000239394 4.70396e-05 -4.81668e-05 0.000103368
internal_weight=0 0.00703873 0.00226545 0.00477327 0.00375921 0.002624
internal_count=3121 2818 361 2457 1633 1417
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=8
num_cat=0
split_feature=47 4 13 16 2 15 49
split_gain=1.78364e-05 3.72999e-05 4.23221e-05 4.50507e-05 4.39653e-05 2.99793e-05 1.79377e-05
threshold=0.11669500000000001 0.24564500000000003 -0.033284999999999988 0.0039400000000000008 0.099185000000000009 -0.42198999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -3 -4
right_child=-2 5 3 -5 -6 -7 -8
leaf_value=-0.00055486072925373738 -0.00024842747078828635 -1.1020037361209491e-05 7.8408749876222774e-05 0.00037563270755313645 1.4039713918890663e-05 0.00043792015457979434 -0.00028508554191467776
leaf_weight=0.0010748902080650144 0.0010055927251124445 0.0010329708292777051 0.0010788315541664991 0.0012289482027382703 0.0010158668454984729 0.0012811641921142778 0.0010111662866438482
leaf_count=1153 133 181 161 347 258 215 673
internal_value=0 2.9191e-05 -5.99289e-05 7.77217e-05 -0.000278441 0.000237525 -9.74542e-05
internal_weight=0 0.00772384 0.0054097 0.00331895 0.00209076 0.00231414 0.00209
internal_count=3121 2988 2592 1181 1411 396 834
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=7
num_cat=0
split_feature=1 0 4 15 12 12
split_gain=1.61931e-05 4.10831e-05 5.53793e-05 4.13941e-05 1.99947e-05 1.56806e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.080924999999999983 -0.03241999999999999 0.091200000000000017 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3
right_child=4 2 3 -5 -6 -7
leaf_value=0.00029101412066732013 0.00029090433312323395 0.0002625213251310307 -0.00010598590183560121 -0.00060289226705040105 -4.9251988068878947e-05 -6.4291068659182437e-05
leaf_weight=0.0010800320961500409 0.0013954175387577154 0.0010882000567848478 0.0014547593147268706 0.0011572740672229464 0.0012681836992044482 0.0011727633019339686
leaf_count=104 319 216 891 844 147 600
internal_value=0 -5.49827e-05 -0.000131668 -0.000326143 0.00012895 9.30035e-05
internal_weight=0 0.00595303 0.004873 0.00261203 0.0026636 0.00226096
internal_count=3121 2655 2551 1735 466 816
is_linear=0
shrinkage=0.00196078


Tree=7155
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.12354e-05 2.70396e-05 4.63706e-05 5.1216e-05 8.53732e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.026084999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0077611873804439638 0.0083538012301146332 0.0035021959760673065 -0.021295416912220855 -0.017488497947116884 0.016280508507443472
leaf_weight=0.0015044001662243497 0.0018432104791942343 0.0010762343773500628 0.0013795429366376898 0.0010345239683566855 0.001016839427254358
leaf_count=303 843 236 1422 167 150
internal_value=0 -0.00185006 -0.00602297 0.000713511 0.00971005
internal_weight=0 0.00635035 0.00450714 0.0031276 0.00209307
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=6
num_cat=0
split_feature=1 48 12 15 12
split_gain=1.20357e-05 3.63788e-05 4.06775e-05 4.26697e-05 1.40775e-05
threshold=0.11323000000000001 0.083985000000000018 0.090455000000000021 -1.0000000180025095e-35 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.031260243218034674 0.013103897446563678 0.0105798791367889 0.0060962640808920124 -0.0047147712202292814 -0.0021442585533646328
leaf_weight=0.0010040658001701705 0.0012713094068393842 0.001504712747286697 0.0013793227739258788 0.0015255870316387683 0.0011560359963302116
leaf_count=554 319 457 850 794 147
internal_value=0 -0.00263254 -0.0077185 -0.0152512 0.00584188
internal_weight=0 0.00541369 0.00390898 0.00252965 0.00242735
internal_count=3121 2655 2198 1348 466
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=7
num_cat=0
split_feature=15 15 150 15 16 2
split_gain=2.80683e-05 3.6217e-05 3.05799e-05 3.78041e-05 3.4004e-05 4.24257e-05
threshold=-0.24436499999999997 -0.095869999999999983 0.094365000000000018 -0.037864999999999989 0.0039400000000000008 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.00026936807072767971 -0.00030156504579877022 -0.00037426120505622057 0.00033512920497913928 -0.00015710132140981468 -6.2553365080566685e-05 0.00048559887358282279
leaf_weight=0.0012392377507784496 0.0016950806251225421 0.0010299581819257584 0.0010050333978892595 0.001728708828505684 0.0010859937897851433 0.0010854359671727679
leaf_count=253 373 633 230 1199 239 194
internal_value=0 -4.8788e-05 2.34054e-05 -4.01416e-05 4.80935e-05 0.000211452
internal_weight=0 0.00763021 0.00593513 0.0049301 0.00390014 0.00217143
internal_count=3121 2868 2495 2265 1632 433
is_linear=0
shrinkage=0.00196078


Tree=7158
num_leaves=8
num_cat=0
split_feature=484 160 52 12 4 0 1
split_gain=2.1739e-05 5.9298e-05 4.37384e-05 5.42816e-05 4.48109e-05 5.0916e-05 4.15991e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.10347000000000002 -1.0000000180025095e-35 0.076415000000000025 -0.11756999999999999 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00047054053925346852 0.00026810346614340209 -0.00044341225380380324 0.00040471186705652156 9.8267000236028969e-05 -4.8316611006889489e-05 0.00054710357637884934 -0.00041361944601956351
leaf_weight=0.0010561365575373471 0.001003082072835163 0.0010362483743185805 0.0010130305872297083 0.0013761549318205952 0.0010822671076365974 0.0011272998465796465 0.0010968823520304568
leaf_count=632 368 306 203 946 115 141 410
internal_value=0 -3.85795e-05 2.91891e-05 -3.73306e-05 5.25342e-05 0.000255461 -0.000128773
internal_weight=0 0.00778802 0.00673188 0.00571885 0.0046826 0.00220957 0.00247304
internal_count=3121 2753 2121 1918 1612 256 1356
is_linear=0
shrinkage=0.00196078


Tree=7159
num_leaves=6
num_cat=0
split_feature=4 0 3 3 1
split_gain=1.18032e-05 2.21596e-05 4.96014e-05 3.70224e-05 2.80179e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998 0.094715000000000008
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.029149285994861131 0.0072005802396458889 0.014614099474350387 0.0073473947132314992 -0.0093466618662600628 -0.0058628792331789983
leaf_weight=0.0010048868444328051 0.001759405170308123 0.0015669081864713441 0.0013717560401615946 0.0010958506177940188 0.0010635423114782239
leaf_count=1873 352 332 150 139 275
internal_value=0 -0.00209602 -0.00739737 0.00475312 -0.0171759
internal_weight=0 0.00610294 0.00344019 0.00266276 0.00206843
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=7160
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=2.69505e-05 3.91148e-05 5.63435e-05 4.88076e-05 7.1975e-05 4.51894e-05
threshold=0.11669500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031190896404418379 -0.00030468669995115658 -9.7088388691884508e-05 0.00051587055790307734 -0.00021607150538900359 -0.00044792188818787351 0.00031485054039102076
leaf_weight=0.0011031858821460494 0.0010086612255418084 0.0010252555849105983 0.0013173942987536368 0.0011575383376904679 0.0018086412223703541 0.0013183503546146441
leaf_count=443 133 169 227 791 748 610
internal_value=0 3.60915e-05 0.00024761 -5.58797e-05 -0.000150578 6.66315e-05
internal_weight=0 0.00773037 0.00234265 0.00538772 0.00428453 0.00247589
internal_count=3121 2988 396 2592 2149 1401
is_linear=0
shrinkage=0.00196078


Tree=7161
num_leaves=6
num_cat=0
split_feature=15 52 47 2 4
split_gain=1.00794e-05 2.21865e-05 4.10884e-05 6.10319e-05 3.50328e-05
threshold=-0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0088809959463467536 -0.012915049294563259 0.024999686591731907 -0.015634637433293113 -0.0090796033228163642 0.0014974855294818091
leaf_weight=0.0010954782993865949 0.0013525391479054872 0.0015483440204744818 0.0011222130529439647 0.0016712080933355333 0.0010743175743761367
leaf_count=253 654 1278 228 396 312
internal_value=0 -0.00145828 0.00140278 0.00585555 0.0153725
internal_weight=0 0.00676862 0.00541608 0.00429387 0.00262266
internal_count=3121 2868 2214 1986 1590
is_linear=0
shrinkage=0.1


Tree=7162
num_leaves=7
num_cat=0
split_feature=42 160 16 4 1 1
split_gain=1.60256e-05 3.36842e-05 4.05051e-05 9.46777e-05 7.93481e-05 9.79234e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.080924999999999983 0.094385000000000011 0.11061500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00020821078632612331 -0.00021141328446846243 0.00071254775724708405 -0.00022597231088138063 -0.000421401166469186 0.00068451724647392367 -9.1569777476389208e-05
leaf_weight=0.0012272604849749187 0.0016752399575224583 0.0010225652262551448 0.0011465372866605247 0.0010368836211274864 0.0010445062622097909 0.001556556305338303
leaf_count=862 828 203 311 509 178 230
internal_value=0 3.35296e-05 0.000104192 0.000185416 3.72477e-05 0.000220083
internal_weight=0 0.00748229 0.00580705 0.00466051 0.00363795 0.00260106
internal_count=3121 2259 1431 1120 917 408
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=7
num_cat=0
split_feature=159 1 48 2 3 16
split_gain=3.06469e-05 3.03622e-05 3.5446e-05 3.75998e-05 5.05576e-05 3.27825e-05
threshold=-1.0000000180025095e-35 0.11323000000000001 0.088875000000000023 0.10097500000000002 -1.0000000180025095e-35 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.00032615854704596295 -0.00021197667996672781 -1.9602034809376156e-05 0.00025280513750663552 -0.00037314018719220829 0.00032352604671508545 0.00044068798434732055
leaf_weight=0.0010111516277222206 0.0016428491450608056 0.0011365710847097278 0.0012141451819390027 0.0015326337470061972 0.0011539478443199959 0.0012482293766657815
leaf_count=509 1357 185 306 413 118 233
internal_value=0 3.63179e-05 -4.32679e-05 -0.000126299 8.96972e-06 0.000221319
internal_weight=0 0.00792838 0.00554358 0.00432943 0.0027968 0.0023848
internal_count=3121 2612 2194 1888 1475 418
is_linear=0
shrinkage=0.00196078


Tree=7164
num_leaves=7
num_cat=0
split_feature=1 12 48 2 3 1
split_gain=1.11613e-05 2.24881e-05 3.91301e-05 2.04864e-05 2.77335e-05 1.25328e-05
threshold=0.11588000000000001 0.095330000000000012 0.088875000000000023 0.10097500000000002 -1.0000000180025095e-35 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.0084445727676749245 0.014016926879340488 -0.01561774725424251 0.016788920491503476 -0.015693571420593338 0.013055497157548272 -0.001360379964692724
leaf_weight=0.0014252730319647812 0.0010400535077690362 0.0010398070809210331 0.0011372555146992691 0.0011229267216393852 0.0010361084504073523 0.00108078478519397
leaf_count=1434 191 571 288 270 143 224
internal_value=0 -0.00230462 0.000627261 -0.00450063 0.000605794 0.00618061
internal_weight=0 0.00576137 0.00472156 0.00358431 0.00246138 0.00212084
internal_count=3121 2706 2135 1847 1577 415
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=6
num_cat=0
split_feature=15 52 47 15 16
split_gain=1.73577e-05 2.42367e-05 3.90767e-05 3.88138e-05 3.68375e-05
threshold=-0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.03241999999999999 0.0039400000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00021538897155875628 -0.00031554039619994081 0.0003176884514606062 -0.00030571735371532515 -0.00022661587794660007 0.00018550765364750774
leaf_weight=0.0012090365675383498 0.001039911236941274 0.0017699468646022328 0.0012360409019620726 0.001850812268649066 0.0015176020322056317
leaf_count=253 541 631 233 1232 231
internal_value=0 -3.7983e-05 7.29729e-06 8.25935e-05 -4.09382e-05
internal_weight=0 0.00741431 0.0063744 0.00513836 0.00336841
internal_count=3121 2868 2327 2094 1463
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=6
num_cat=0
split_feature=151 4 16 15 43
split_gain=1.09311e-05 4.34878e-05 4.5771e-05 2.26519e-05 2.72666e-05
threshold=-0.081154999999999991 0.24564500000000003 -0.094359999999999986 -0.037864999999999989 -0.053764999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0097856999952262574 -0.020799037825958377 0.013914644182706604 -0.010107037033164174 0.017742678506873295 -0.0027574846479220014
leaf_weight=0.0010009587328295225 0.0011814219293709211 0.0019781641229136516 0.0011189087076011609 0.0012273733392980956 0.001376386127020751
leaf_count=418 369 367 601 463 903
internal_value=0 0.00139862 -0.00364997 0.00179244 0.00690599
internal_weight=0 0.00688225 0.00490409 0.00372267 0.00260376
internal_count=3121 2703 2336 1967 1366
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=6
num_cat=0
split_feature=40 4 48 15 0
split_gain=1.05227e-05 3.13783e-05 4.96957e-05 3.61437e-05 5.59871e-05
threshold=-0.013874999999999998 -0.10429499999999998 0.085845000000000019 -0.11713499999999999 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.009046060143252611 -0.013524717703564539 -0.0076133504309907306 -0.014090082569407908 0.030116174176097327 0.0013486650327152626
leaf_weight=0.0011012130014376644 0.0016420640280915893 0.0010399880508862309 0.0013521032126056791 0.0012297356582049407 0.0015038481442387905
leaf_count=329 322 196 360 178 1736
internal_value=0 -0.0014945 0.00235951 0.00825354 0.0142901
internal_weight=0 0.00676774 0.00512568 0.00377357 0.00273358
internal_count=3121 2792 2470 2110 1914
is_linear=0
shrinkage=0.1


Tree=7168
num_leaves=6
num_cat=0
split_feature=2 13 13 2 16
split_gain=1.20058e-05 2.4232e-05 2.14219e-05 3.98421e-05 1.86964e-05
threshold=0.099185000000000009 -0.08971999999999998 0.086705000000000018 0.084245000000000014 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0025875006050456433 0.015700437605999314 0.0071034779337471642 0.007690618381964393 -0.019765339272146191 -0.011466775000388396
leaf_weight=0.0017234342177711195 0.0012260908411617396 0.001120040538140995 0.0012471108496655402 0.0014840392770296188 0.0010507824252721015
leaf_count=859 200 257 168 1175 462
internal_value=0 0.00446207 -0.00343065 -0.00775475 -0.00188542
internal_weight=0 0.00339691 0.00445458 0.00320747 0.00217082
internal_count=3121 919 2202 2034 719
is_linear=0
shrinkage=0.1


Tree=7169
num_leaves=6
num_cat=0
split_feature=457 0 1 4 12
split_gain=1.09405e-05 2.72676e-05 3.41402e-05 4.1885e-05 2.48192e-05
threshold=0.045365000000000009 0.041630000000000007 0.111945 -0.0029599999999999995 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0021687597196471207 0.0094626060477562141 0.010156937705998383 0.013355768306433405 -0.022521751781850702 -0.0070391391149444192
leaf_weight=0.0011674709076359025 0.001054254156943062 0.001551369757449848 0.0012797807671412751 0.0016696970689531136 0.0011178865933812699
leaf_count=1559 289 229 278 624 142
internal_value=0 -0.00148712 -0.00493789 -0.0123618 0.00384686
internal_weight=0 0.00678621 0.00523484 0.00283717 0.00239767
internal_count=3121 2832 2603 2183 420
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=5
num_cat=0
split_feature=159 52 12 1
split_gain=9.66421e-06 2.52033e-05 3.25038e-05 3.35843e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.10016000000000001 0.095950000000000021
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011591018637932769 0.0086485396937847261 0.016660578899152723 -0.012245591365545046 -0.0022788564605636221
leaf_weight=0.0017931741900943264 0.0011058762746825783 0.0017988491755538459 0.0011768183289084743 0.0019525313396060349
leaf_count=817 527 1175 267 335
internal_value=0 -0.00143947 0.00225427 0.00680292
internal_weight=0 0.00672137 0.0049282 0.00375138
internal_count=3121 2594 1777 1510
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=6
num_cat=0
split_feature=1 42 48 1 0
split_gain=1.07242e-05 2.21655e-05 2.82021e-05 2.56794e-05 2.1616e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.016764968722813616 0.014805519118749258 0.014080333875585428 -0.012854350266424086 -0.0037246937227618741 0.0033480088409214709
leaf_weight=0.0010012950665531221 0.0013251154544036861 0.0012406914488230425 0.001387962123889155 0.0017167812451452779 0.001145814610933276
leaf_count=1571 469 532 228 256 65
internal_value=0 0.00226654 -0.0010422 0.00434746 -0.00603159
internal_weight=0 0.00567055 0.00442986 0.0030419 0.00214711
internal_count=3121 1485 953 725 1636
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=7
num_cat=0
split_feature=11 48 2 4 0 3
split_gain=2.20251e-05 4.73823e-05 6.22588e-05 5.20874e-05 4.90587e-05 5.12902e-05
threshold=0.078340000000000007 0.088875000000000023 0.11237500000000002 0.25615500000000008 -0.053834999999999994 -0.016324999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00047785829968881847 -0.00026782161495576595 0.00032386776983981612 0.00038402928023682271 -0.00053245321719594223 -0.00028711819290893459 -0.00013051908829781006
leaf_weight=0.001025030000399878 0.0010390027334299173 0.0017102006953162163 0.0010576876204735648 0.0010294163617254543 0.0016688743889301831 0.0011094271878016964
leaf_count=1635 208 422 349 162 174 171
internal_value=0 3.65495e-05 -4.68691e-05 -0.000141175 -3.52708e-05 0.000161642
internal_weight=0 0.00760064 0.00589044 0.00483275 0.00380333 0.00213446
internal_count=3121 2913 2491 2142 1980 1806
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=6
num_cat=0
split_feature=2 52 4 0 0
split_gain=1.11965e-05 3.4135e-05 2.9821e-05 2.91319e-05 2.84401e-05
threshold=0.10912000000000001 0.089325000000000015 0.053925000000000008 -0.10607499999999999 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -5
right_child=2 -3 -4 4 -6
leaf_value=0.01214655059850079 0.01821532132041994 -0.016596645351545029 -0.0040877988527704707 -0.016433135640100932 0.0053133644443454989
leaf_weight=0.0016616918320035219 0.0010606399615451451 0.0013103406984468526 0.0013788827913591029 0.0011501957729595734 0.0012603789481545559
leaf_count=279 294 619 327 1407 195
internal_value=0 -0.00255785 0.00560901 0.00195944 -0.00506289
internal_weight=0 0.00538261 0.00243952 0.00407227 0.00241057
internal_count=3121 2500 621 1881 1602
is_linear=0
shrinkage=0.1


Tree=7174
num_leaves=8
num_cat=0
split_feature=50 3 47 51 12 3 4
split_gain=0.00010886 7.6022e-05 8.37046e-05 7.36719e-05 0.000111502 7.4882e-05 8.13125e-05
threshold=0.079410000000000008 -0.13927999999999999 0.077555000000000013 -0.031924999999999995 0.098810000000000023 0.096675000000000011 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00044975022106616435 -0.00061560749056733871 -0.00037052981729238576 -0.00037581701309461315 0.00056353351329210735 -0.00035215915556432244 0.00079297377878061279 -0.00021734493528312857
leaf_weight=0.0015892938245857116 0.0010181446663838209 0.0010150361305346009 0.0019094633956089537 0.0010185491284912399 0.0010052989708786218 0.0011650193900533778 0.0010322811804831565
leaf_count=257 609 405 307 275 207 146 915
internal_value=0 6.18785e-05 -2.43897e-05 0.000103764 0.000217815 0.000395993 0.00017048
internal_weight=0 0.00873494 0.00714565 0.00523618 0.00422115 0.00321585 0.00205083
internal_count=3121 2512 2255 1948 1543 1336 1190
is_linear=0
shrinkage=0.00196078


Tree=7175
num_leaves=6
num_cat=0
split_feature=160 16 151 12 2
split_gain=1.1065e-05 3.81954e-05 4.85292e-05 4.72378e-05 4.06411e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.0083949999999999979 0.090840000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.007046854526843273 -0.010245397786849153 -0.021552473707086364 0.026001556095614588 -0.0010742532950927587 0.0046139768840710938
leaf_weight=0.001741829641848055 0.0010217593141349673 0.0011382642238729839 0.0016367420498805531 0.0010627382175835496 0.0012404221332945834
leaf_count=970 154 447 751 424 375
internal_value=0 0.00198998 0.00831655 0.0153423 -0.00790736
internal_weight=0 0.00609993 0.00372124 0.00269948 0.00237869
internal_count=3121 2151 1329 1175 822
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.07943e-05 3.23185e-05 4.05647e-05 5.86261e-05 4.34576e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01184745315024429 0.0076871134619933036 -0.01809295103079599 -0.013574134434830307 0.029268244188618411 0.003666598166049956
leaf_weight=0.0016254916382018349 0.0014763860144743094 0.001022154041677591 0.0010003420172081108 0.001170548892430704 0.0015291947252199095
leaf_count=1067 279 414 327 487 547
internal_value=0 -0.00180594 0.00132007 0.00710472 0.0147669
internal_weight=0 0.00634773 0.00532558 0.00370009 0.00269974
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=6
num_cat=0
split_feature=457 3 3 12 1
split_gain=1.17473e-05 2.90492e-05 7.8321e-05 4.37212e-05 2.60126e-05
threshold=0.045365000000000009 0.088060000000000013 0.13524500000000003 0.092355000000000007 0.089875000000000024
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0034332159422015306 0.0097921005086488884 -0.028947018104301499 0.0073624064745120765 -0.0092560565218696312 0.023689153498934148
leaf_weight=0.0016408085108296059 0.0010567074895263323 0.0011657990105478841 0.0012113651624091008 0.0016985935262672359 0.0010331960990166442
leaf_count=1259 289 135 170 881 387
internal_value=0 -0.00154692 -0.0104443 0.00329015 0.0112598
internal_weight=0 0.00674976 0.00237716 0.0043726 0.002674
internal_count=3121 2832 305 2527 1646
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=5
num_cat=0
split_feature=15 151 12 3
split_gain=1.16245e-05 2.29224e-05 2.68829e-05 3.26787e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.090455000000000021 0.088060000000000013
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0095928503824063496 0.010062613730173312 -0.0015234787415938219 0.0049513040863549468 -0.021316588959953545
leaf_weight=0.0010846467865502241 0.0013530649474768732 0.001990381162380225 0.0019245403782768393 0.0014358953326277695
leaf_count=253 516 1191 984 177
internal_value=0 -0.00156571 -0.00450617 -0.00981844
internal_weight=0 0.00670388 0.00535082 0.00342628
internal_count=3121 2868 2352 1368
is_linear=0
shrinkage=0.1


Tree=7179
num_leaves=6
num_cat=0
split_feature=1 42 2 3 2
split_gain=1.15234e-05 3.00093e-05 2.78461e-05 2.90359e-05 2.00202e-05
threshold=0.12500000000000003 0.088915000000000008 0.099185000000000009 0.11296500000000002 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0036622687586642063 0.0079648986016466108 -0.017138991298147731 0.02168253975186242 -0.001355556147352078 -0.012565355236328735
leaf_weight=0.0014360452552672608 0.0014692195546368008 0.0010689068478609088 0.0010651433382789293 0.0011247557908920271 0.0016155171640514325
leaf_count=528 279 810 407 106 991
internal_value=0 -0.00186835 0.00124583 0.00984993 -0.00492874
internal_weight=0 0.00631037 0.00524146 0.0021899 0.00305156
internal_count=3121 2842 2032 513 1519
is_linear=0
shrinkage=0.1


Tree=7180
num_leaves=7
num_cat=0
split_feature=1 12 3 3 0 15
split_gain=1.64923e-05 4.0097e-05 3.63615e-05 6.3385e-05 2.15762e-05 9.18064e-06
threshold=0.094385000000000011 0.09141500000000001 -0.13309499999999996 0.083060000000000009 -0.13027499999999997 -0.07490999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -5
right_child=2 -3 3 5 -6 -7
leaf_value=-2.4033884715565563e-05 -0.0002400876320046751 0.00019121895545499954 0.00046750289263146268 7.4360080767300223e-05 -0.00039583217999919306 -0.00018699599731142544
leaf_weight=0.0010192839247976794 0.001082672768553436 0.0012207528748386914 0.0015616823582943369 0.0010368171650089798 0.0014591670150107055 0.001030142168116708
leaf_count=162 165 704 488 159 1312 131
internal_value=0 -9.9657e-05 7.52699e-05 0.000169363 -0.000242927 -5.58959e-05
internal_weight=0 0.0036992 0.00471131 0.00362864 0.00247845 0.00206696
internal_count=3121 2178 943 778 1474 290
is_linear=0
shrinkage=0.00196078


Tree=7181
num_leaves=6
num_cat=0
split_feature=159 160 52 4 1
split_gain=1.41076e-05 6.55444e-05 3.41635e-05 5.46789e-05 3.77052e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.091275000000000009 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00049060625024073144 0.00019434644398926072 -0.00033958932642054273 0.00030721946482941309 0.0003392234138661784 -8.2695180946137543e-05
leaf_weight=0.0010354802739432059 0.0012187588950940244 0.0015577302801083183 0.0014379257266677959 0.0014749055855202728 0.0018182339116907531
leaf_count=684 527 1122 330 263 195
internal_value=0 -3.34886e-05 4.1778e-05 -3.69058e-05 0.00010627
internal_weight=0 0.00732428 0.0062888 0.00485087 0.00329314
internal_count=3121 2594 1910 1580 458
is_linear=0
shrinkage=0.00196078


Tree=7182
num_leaves=6
num_cat=0
split_feature=49 52 3 2 43
split_gain=1.04592e-05 2.05712e-05 5.7404e-05 7.96305e-05 4.43067e-05
threshold=-0.043469999999999995 0.10744000000000002 -0.13309499999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0067098149622750406 -0.024296325609471814 0.010066284138027765 -0.0018516688922118601 -0.021333059578792196 0.024226624754775355
leaf_weight=0.0017845952921922295 0.0011565078241384296 0.0011425896769341748 0.0013496366838124704 0.0011009747073460903 0.0012594576459603235
leaf_count=425 223 504 1171 351 447
internal_value=0 -0.00200878 -0.0048438 0.00121997 0.0107368
internal_weight=0 0.00600917 0.00486658 0.00371007 0.00260909
internal_count=3121 2696 2192 1969 1618
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=6
num_cat=0
split_feature=4 0 3 1 3
split_gain=1.14155e-05 2.19349e-05 6.06244e-05 3.9058e-05 3.12729e-05
threshold=0.36766000000000004 -0.061629999999999997 0.090900000000000009 0.094385000000000011 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.03229528411999126 0.0072839612917731493 0.013891646871919405 0.0089470045202144008 -0.0048241888507533064 -0.0082657000003835534
leaf_weight=0.0010005600939701328 0.0016809351124560789 0.001560132332646759 0.0013832954060876857 0.0010721392261903277 0.0010765289111162918
leaf_count=1873 328 333 156 290 141
internal_value=0 -0.00202452 -0.00726541 -0.0180854 0.00484497
internal_weight=0 0.00609266 0.00345599 0.0020727 0.00263666
internal_count=3121 2793 2319 2163 474
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=7
num_cat=0
split_feature=52 52 4 52 3 0
split_gain=1.10543e-05 2.41129e-05 3.43991e-05 2.72192e-05 1.66392e-05 1.51329e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.081429999999999989 -0.10519499999999998 -0.15599999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.015975687568946833 -0.0093464921256030068 0.014683250619411165 0.017003268194409043 0.0084370529949413364 0.0017646240474025129 -0.015070026637656421
leaf_weight=0.0012297344426827417 0.0010904270556371691 0.0011504885558961441 0.0010482481152012677 0.0011031881732257941 0.0010636228700109057 0.0010722708130089245
leaf_count=666 501 562 514 104 111 663
internal_value=0 0.00151421 -0.00123196 0.00299698 -0.00153581 -0.00668678
internal_weight=0 0.00666755 0.00551706 0.00428733 0.00323908 0.00213589
internal_count=3121 2620 2058 1392 878 774
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=7
num_cat=0
split_feature=457 0 15 15 16 0
split_gain=1.81979e-05 3.61017e-05 4.96901e-05 8.57074e-05 7.76025e-05 6.30966e-05
threshold=0.045365000000000009 0.041630000000000007 1.0000000180025095e-35 -0.040439999999999997 -0.056919999999999991 -0.11013499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00024767735107909621 0.00022105957348070825 0.00021312605504974382 -0.00049606864890963426 0.00043537059426569533 -0.00063708580243293088 0.00038187700668870707
leaf_weight=0.0015295192496839456 0.0011853481548925919 0.0016741952108446263 0.0010665124956727254 0.001160307419234292 0.0010137596368724436 0.0010204001483716397
leaf_count=224 289 229 1140 293 552 394
internal_value=0 -4.04701e-05 -0.000113792 -2.7487e-05 -0.00017819 4.25115e-06
internal_weight=0 0.00746469 0.0057905 0.00472399 0.00356368 0.00254992
internal_count=3121 2832 2603 1463 1170 618
is_linear=0
shrinkage=0.00196078


Tree=7186
num_leaves=6
num_cat=0
split_feature=159 42 43 1 2
split_gain=1.2041e-05 2.36004e-05 5.59102e-05 5.20074e-05 2.75025e-05
threshold=0.076905000000000015 0.083865000000000009 -1.0000000180025095e-35 0.11212500000000002 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.025573852444251012 0.0096490610493043701 0.00851727029592644 0.017187254209911115 -0.015502071346690668 -0.004051314354765456
leaf_weight=0.0010520807185929355 0.001105600703590612 0.0017073548344138413 0.0015430956138960332 0.0013455796467244695 0.0010079819920291281
leaf_count=699 527 1233 315 148 199
internal_value=0 -0.00162034 -0.00511789 0.00040513 0.00879547
internal_weight=0 0.00665609 0.00494874 0.00389666 0.00255108
internal_count=3121 2594 1361 662 514
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=6
num_cat=0
split_feature=1 3 3 12 4
split_gain=1.21561e-05 3.40377e-05 4.8461e-05 3.17101e-05 1.52232e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 0.09141500000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.002280999310469677 -0.0126857996892389 0.022240824846368527 -0.0020696980883002087 0.0091956089188330141 -0.018758447201341275
leaf_weight=0.001021454974074357 0.0010022091302195756 0.0014318879189339612 0.0019187930626219755 0.0011281111473615949 0.0012429878387205974
leaf_count=534 165 488 290 704 940
internal_value=0 0.00348302 0.00831922 -0.00450186 -0.0113257
internal_weight=0 0.00435289 0.00335068 0.00339255 0.00226444
internal_count=3121 943 778 2178 1474
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=6
num_cat=0
split_feature=15 151 48 15 2
split_gain=1.80724e-05 2.66873e-05 3.39474e-05 4.34953e-05 4.82276e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.093265000000000015 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00022632736746013883 0.00019939019690276926 -0.00043367559261169193 0.00021662488479330999 0.00015963840583753391 -0.00034272577688590613
leaf_weight=0.0011571343724512406 0.0014576089543586693 0.0015870039461297388 0.0010751604945552825 0.0019011604148207362 0.0011974904618722369
leaf_count=253 516 702 222 1182 246
internal_value=0 -3.76284e-05 -9.75992e-05 -0.0001697 -3.4503e-05
internal_weight=0 0.00721842 0.00576082 0.00468565 0.00309865
internal_count=3121 2868 2352 2130 1428
is_linear=0
shrinkage=0.00196078


Tree=7189
num_leaves=7
num_cat=0
split_feature=3 4 2 0 0 43
split_gain=2.89808e-05 4.91974e-05 3.96755e-05 3.86519e-05 3.08953e-05 2.28226e-05
threshold=0.13524500000000003 -0.35136499999999998 0.11548000000000001 -0.060129999999999996 -0.17169499999999996 -0.073404999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0005525751453094958 0.00015718571741142877 -2.3522984111758274e-05 0.00027334859332495273 7.3028106884543079e-05 -0.00021410394260702777 -0.00061749605662222518
leaf_weight=0.0010005023859125974 0.0014222350671447706 0.0011746672672823897 0.0010015549741966556 0.0018667810403142472 0.001063069491111129 0.0010942858216796501
leaf_count=209 192 126 312 172 967 1143
internal_value=0 -0.000149108 -8.4004e-05 -0.000152848 -0.000279397 -0.000418718
internal_weight=0 0.00720086 0.00620036 0.0051988 0.00333202 0.00215736
internal_count=3121 2929 2720 2408 2236 2110
is_linear=0
shrinkage=0.00196078


Tree=7190
num_leaves=7
num_cat=0
split_feature=159 15 49 52 4 15
split_gain=4.60848e-05 5.3753e-05 3.55924e-05 5.31101e-05 5.27314e-05 8.37771e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.080859999999999987 0.077655000000000016 0.0052350000000000009 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00039336460149304515 0.00046902192103597743 0.00032092846041557589 -0.00046816994076243854 0.00022686570687413399 -0.00041524724462495396 0.00027858793985488143
leaf_weight=0.0010377705307339719 0.0010084971999420296 0.0010334173378180973 0.001610929538687556 0.0016450336993063296 0.001176773643225708 0.0015507987840334464
leaf_count=509 224 233 1057 672 144 282
internal_value=0 4.57364e-05 -1.50995e-05 -7.31349e-05 -0.000186886 -2.07577e-05
internal_weight=0 0.00802545 0.00701695 0.00598354 0.0043385 0.00272757
internal_count=3121 2612 2388 2155 1483 426
is_linear=0
shrinkage=0.00196078


Tree=7191
num_leaves=5
num_cat=0
split_feature=4 48 15 2
split_gain=1.13016e-05 1.80468e-05 4.56403e-05 4.46049e-05
threshold=0.27287000000000006 0.083985000000000018 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.021758683412469032 0.0069932883643953024 0.0062986967012254747 0.0098734992976555885 -0.015684915671281312
leaf_weight=0.0012487669991919303 0.0017412198645769946 0.0017820386841131425 0.0019626965177061417 0.0010471379163386626
leaf_count=639 352 545 1335 250
internal_value=0 -0.00215086 -0.00568664 0.000981586
internal_weight=0 0.00604064 0.0042586 0.00300983
internal_count=3121 2769 2224 1585
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=6
num_cat=0
split_feature=1 48 12 15 12
split_gain=1.11407e-05 3.74743e-05 2.77096e-05 2.40819e-05 1.27485e-05
threshold=0.11323000000000001 0.088875000000000023 0.090455000000000021 -0.008624999999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.023110547076976767 0.012501792789030207 0.013384151355608604 0.0046217626324467553 -0.0045183573339024636 -0.0020404537405998148
leaf_weight=0.0012405764123378171 0.0012595931419825943 0.0011470137055822225 0.0013781291095659887 0.0015890293466571702 0.0011561552982429168
leaf_count=610 319 335 862 848 147
internal_value=0 -0.00263859 -0.00700634 -0.0126697 0.00554201
internal_weight=0 0.00535475 0.00420773 0.00282961 0.00241575
internal_count=3121 2655 2320 1458 466
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=7
num_cat=0
split_feature=47 4 151 1 15 13
split_gain=2.84417e-05 4.05514e-05 6.12515e-05 6.18244e-05 5.54053e-05 5.18923e-05
threshold=0.11669500000000001 0.24564500000000003 -0.0071249999999999985 0.080585000000000004 -0.43375999999999998 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4
right_child=-2 4 3 -5 -6 -7
leaf_value=0.00036026486858126692 -0.0003059680843235515 -8.738114828875589e-05 -0.00025926822148481329 -0.00042830320007675518 0.0005217782225366294 0.00031520543828265983
leaf_weight=0.0011066304955273049 0.001016948174153055 0.0010112663398936898 0.0011302114631274991 0.0018417784974320093 0.0013277544160811899 0.001299764308250099
leaf_count=443 133 169 791 748 227 610
internal_value=0 4.28814e-05 -5.08507e-05 -0.000157353 0.000258411 4.80107e-05
internal_weight=0 0.00771741 0.00537838 0.00427175 0.00233902 0.00242998
internal_count=3121 2988 2592 2149 396 1401
is_linear=0
shrinkage=0.00196078


Tree=7194
num_leaves=7
num_cat=0
split_feature=1 4 3 150 47 13
split_gain=1.05754e-05 2.61309e-05 2.93554e-05 4.89836e-05 5.9545e-05 1.17359e-05
threshold=1.0000000180025095e-35 -0.011209999999999999 0.11296500000000002 0.087170000000000011 0.090280000000000013 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.013594501037766944 -0.010725867729389472 0.035029525660464834 -0.0083772450427465651 -0.006656182545094271 0.0023339043694946627 0.0014343102353477975
leaf_weight=0.001054347265396434 0.0012354665221635244 0.001133213207536057 0.001111247293783639 0.0011226401428078596 0.0010954819981984446 0.0010244781455262988
leaf_count=968 741 309 175 132 152 644
internal_value=0 0.00214451 0.00570768 0.010378 0.0189585 -0.00618806
internal_weight=0 0.00569805 0.00446258 0.00335134 0.0022287 0.00207883
internal_count=3121 1509 768 593 461 1612
is_linear=0
shrinkage=0.1


Tree=7195
num_leaves=6
num_cat=0
split_feature=3 39 3 0 43
split_gain=1.17684e-05 1.9532e-05 3.65201e-05 6.11963e-05 4.39608e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.083924999999999986 -0.23001499999999997 -0.092909999999999979
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.011320097268441158 0.0087008279977160308 0.010704686125169303 0.0072273031201009821 -0.023408004997194656 0.014988685869279159
leaf_weight=0.0010727788311570446 0.0012773688524735554 0.0010471618839340661 0.0010310100276935711 0.0017739847740926538 0.0015568674940453059
leaf_count=341 192 335 111 1363 779
internal_value=0 -0.00180089 -0.00421051 -0.0121476 0.00425587
internal_weight=0 0.0064818 0.00543464 0.00280499 0.00262965
internal_count=3121 2929 2594 1474 1120
is_linear=0
shrinkage=0.1


Tree=7196
num_leaves=6
num_cat=0
split_feature=159 15 2 52 4
split_gain=1.10449e-05 2.35746e-05 4.25846e-05 4.16212e-05 1.27391e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 -0.0064899999999999992 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012484821097510961 0.0092314122108566495 -0.0071795549513800367 -0.010391425086892819 0.024340684019888842 0.008922903956850024
leaf_weight=0.0015313614971916197 0.0010967392297032046 0.0011068621350355905 0.0018639489396445803 0.0010812223806081326 0.0010626025224700745
leaf_count=331 527 498 525 1005 235
internal_value=0 -0.00160028 0.00165864 0.00856816 0.0166987
internal_weight=0 0.006646 0.00511464 0.00325069 0.00214382
internal_count=3121 2594 2263 1738 1240
is_linear=0
shrinkage=0.1


Tree=7197
num_leaves=7
num_cat=0
split_feature=1 4 47 150 0 4
split_gain=1.51977e-05 2.67301e-05 3.80441e-05 4.64282e-05 3.53598e-05 2.03553e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=3.8778469983788317e-05 -0.00024263608486395892 0.00014973230073114143 -0.00012303024231298383 -9.2747534308296404e-05 0.00065416344751979588 -0.00034003982859663709
leaf_weight=0.0011482948815589307 0.00100146869544546 0.0010637424513046606 0.0017678426428815114 0.001099622632259354 0.0010734043319931691 0.0010386095603393199
leaf_count=67 570 129 267 121 422 1545
internal_value=0 4.97797e-05 0.000108295 0.000234639 0.000403088 -0.000141131
internal_weight=0 0.00600608 0.00500461 0.00323677 0.00213715 0.0021869
internal_count=3121 1509 939 672 551 1612
is_linear=0
shrinkage=0.00196078


Tree=7198
num_leaves=6
num_cat=0
split_feature=2 4 15 1 4
split_gain=1.26045e-05 3.50238e-05 3.80228e-05 3.40603e-05 2.60847e-05
threshold=0.10912000000000001 -0.10429499999999998 -0.016799999999999995 0.10708500000000001 0.15285000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015671523976263247 0.016612524803450972 0.0073168848539488839 0.017097238007690484 -0.015506354950692284 -0.0041780094039101648
leaf_weight=0.0015092863380197575 0.001174722129098511 0.0012710812335534902 0.0011960432025030824 0.0013465880525525306 0.0012409682341564679
leaf_count=278 372 805 1209 208 249
internal_value=0 -0.0027774 0.00232548 -0.0044239 0.00593219
internal_weight=0 0.005323 0.00381371 0.00261767 0.00241569
internal_count=3121 2500 2222 1013 621
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 43
split_gain=2.04378e-05 5.3107e-05 3.96885e-05 4.9269e-05 5.43075e-05 6.21137e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00036143777552342775 0.00039003142694584288 -0.00017343745094156621 7.4896543994200214e-05 0.00035638146319583554 0.00025086559212391134 -0.0005806141111609985
leaf_weight=0.0013867082618836176 0.0014345242284657439 0.001165638898888104 0.0010244293334803652 0.0012104945449291082 0.0011027385404997897 0.0012147951872893198
leaf_count=393 266 160 513 384 175 1230
internal_value=0 0.000137431 -7.10155e-05 1.7449e-05 -0.000105316 -0.000280723
internal_weight=0 0.00260016 0.00593917 0.00455246 0.00334196 0.00223922
internal_count=3121 426 2695 2302 1918 1743
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 43
split_gain=2.12046e-05 4.23763e-05 3.15354e-05 4.68887e-05 4.99235e-05 6.64304e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00032962892451673839 0.00037442261540803428 -0.00013381596969506667 8.9375020225834114e-05 0.00034711585520836723 0.00023499328246251214 -0.00059102706770669815
leaf_weight=0.0013658059040015701 0.0014005645171098864 0.0011475072938945689 0.0010232227861606239 0.0011752522966338897 0.0010894411369559627 0.0011971652179273251
leaf_count=393 266 160 513 384 175 1230
internal_value=0 0.000145541 -6.87683e-05 1.06695e-05 -0.000108796 -0.000277477
internal_weight=0 0.00254807 0.00585089 0.00448508 0.00330983 0.00222039
internal_count=3121 426 2695 2302 1918 1743
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=6
num_cat=0
split_feature=4 15 16 4 2
split_gain=1.32465e-05 4.34265e-05 3.15311e-05 3.77781e-05 6.19674e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.016651749302502673 0.018490341175311117 -0.0088029961319328939 -0.020995059057508845 0.015234522875511781 0.0088223721384819067
leaf_weight=0.0012585826648465895 0.0012942577855716217 0.0010607491913467186 0.0013146773502665608 0.001339492684083361 0.0014834357725657314
leaf_count=393 266 160 1535 285 482
internal_value=0 0.0061968 -0.00279186 0.00142407 -0.00518718
internal_weight=0 0.00235501 0.00539619 0.00413761 0.00279811
internal_count=3121 426 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=7
num_cat=0
split_feature=159 0 2 43 13 3
split_gain=5.04935e-05 3.44419e-05 0.00013094 3.02867e-05 9.73716e-05 4.38392e-05
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.11293500000000002 -0.074359999999999996 -0.0062949999999999994 -0.116045
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.00041096477920867782 -0.00024357376424960988 0.00056718871983100366 0.00062002797665992794 0.0001356451782642969 -0.00025974536097502328 -0.00036495128158466766
leaf_weight=0.0010464618125443992 0.0013025154641820571 0.0010334117217748713 0.0014735404800499509 0.0010775299724583578 0.0011642011774557768 0.001789694586990159
leaf_count=509 129 595 421 146 279 1042
internal_value=0 4.75879e-05 0.00010559 -4.40776e-05 0.000129114 -0.000176822
internal_weight=0 0.00784089 0.00653838 0.00506484 0.00219761 0.00286722
internal_count=3121 2612 2483 2062 874 1188
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=6
num_cat=0
split_feature=147 52 13 52 2
split_gain=1.10328e-05 3.02494e-05 2.60726e-05 2.57544e-05 2.19028e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.081429999999999989 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.010922625429081324 0.0096862751999075153 -0.017473864884354009 0.0086268108313469344 0.0018613337905648176 -0.016652059669481193
leaf_weight=0.0018861954848325767 0.0010101993179008869 0.0010103600918475678 0.001212941937022326 0.0010909264575780626 0.001542741552420544
leaf_count=737 183 496 552 713 440
internal_value=0 -0.00151978 0.001292 -0.0034304 -0.00898338
internal_weight=0 0.00674317 0.00573281 0.00384661 0.00263367
internal_count=3121 2938 2442 1705 1153
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=8
num_cat=0
split_feature=1 4 4 3 2 12 0
split_gain=3.60872e-05 5.53963e-05 3.35875e-05 4.57602e-05 4.75712e-05 4.0726e-05 2.56875e-07
threshold=0.077565000000000009 -0.17966999999999997 0.0061450000000000003 0.11296500000000002 1.0000000180025095e-35 0.10345000000000001 -0.090314999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=4.6344566769461965e-05 -0.00011025077083872707 -0.00054983800108667315 -0.00017306480369461185 -0.00015286165210714277 0.00058136613361671355 0.00038297751603033527 -0.00015467757690329091
leaf_weight=0.0014587211256105767 0.0010000084631020308 0.0010169610225937045 0.0010222355496941841 0.0012196143369861594 0.0013146176387556427 0.00100363556600069 0.0010014750711386921
leaf_count=78 227 1558 148 152 235 48 675
internal_value=0 -0.000198555 7.92707e-05 0.000172211 0.000290895 0.000102404 -0.00013248
internal_weight=0 0.00247568 0.00656159 0.0045601 0.00334049 0.00202587 0.00200148
internal_count=3121 1636 1485 583 431 196 902
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=7
num_cat=0
split_feature=15 0 150 49 12 15
split_gain=1.89689e-05 4.07133e-05 6.89283e-05 4.02615e-05 6.3301e-05 2.78781e-05
threshold=-0.03241999999999999 -0.055064999999999996 0.081835000000000019 -0.006494999999999999 1.0000000180025095e-35 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 -2 -5 -1
right_child=3 -3 -4 4 -6 -7
leaf_value=4.2332108210155043e-05 -0.00043715995321982329 0.00042904145258379841 0.0004017555707593758 0.00030649265478877242 -0.00025369649966976436 -0.00038133816249223885
leaf_weight=0.0010595335578343385 0.0010084837528355462 0.0010335756500758383 0.0010656579258216379 0.0014838664725862331 0.0016246427819205317 0.0013682305844115916
leaf_count=246 285 210 229 169 1283 699
internal_value=0 8.71824e-05 -1.39612e-05 -9.6731e-05 1.37133e-05 -0.000196438
internal_weight=0 0.004527 0.00349342 0.00411699 0.00310851 0.00242776
internal_count=3121 1384 1174 1737 1452 945
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=7
num_cat=0
split_feature=4 15 151 16 13 16
split_gain=1.10208e-05 3.70889e-05 2.62804e-05 4.92254e-05 2.05988e-05 2.73285e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0060399999999999994 -0.091354999999999978 -0.061684999999999997 0.064860000000000015
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.012064209425114353 0.016988546092566333 -0.0081890238578676989 -0.02506048806865855 0.01086670869532144 0.0064423113467945957 -0.015720335490030747
leaf_weight=0.0010042848262493756 0.0012989212064845913 0.0010646269336583624 0.0010249876816200874 0.0011446105194910187 0.0010223049711617833 0.0012207827888457731
leaf_count=469 266 160 425 795 693 313
internal_value=0 0.00564766 -0.00253606 -0.00585894 -4.92839e-05 -0.00561953
internal_weight=0 0.00236355 0.00541697 0.00441269 0.0033877 0.00224309
internal_count=3121 426 2695 2226 1801 1006
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=6
num_cat=0
split_feature=43 3 12 2 16
split_gain=1.28407e-05 4.50233e-05 2.9592e-05 5.25779e-05 3.6629e-05
threshold=-0.074359999999999996 -0.077774999999999983 0.098810000000000023 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0052927724725356923 -0.016884731565296896 0.021778656078583685 -0.01779740494379136 0.016679009933654596 -0.0061870741088513558
leaf_weight=0.0015014090897306461 0.0011863824617523709 0.0010398245710714713 0.0010602218129819726 0.0018481864249438682 0.0011281969325722938
leaf_count=879 876 353 315 359 339
internal_value=0 0.00578434 -0.0028825 0.000916202 0.00801163
internal_weight=0 0.00254123 0.00522299 0.00416277 0.00297638
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=7
num_cat=0
split_feature=159 12 1 42 3 3
split_gain=3.77989e-05 3.19227e-05 5.60273e-05 0.000100924 5.5703e-05 5.83818e-05
threshold=-1.0000000180025095e-35 -0.029094999999999999 0.12958500000000003 0.085505000000000012 -0.083924999999999986 0.10299500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00035879299715446705 -0.0002517006282707045 0.00048558009043163093 0.00051572412947006657 -0.00047521073422701312 -0.00027759920170115503 0.0002786139839021094
leaf_weight=0.001000125065181573 0.0011727007373348178 0.0013878738497778492 0.0010454535853928835 0.0012271009817861698 0.0014128118413384606 0.0014914335694155394
leaf_count=509 377 789 98 766 441 141
internal_value=0 4.62854e-05 9.9517e-05 2.06789e-05 0.000162452 8.0361e-06
internal_weight=0 0.00773737 0.00656467 0.00551922 0.00429212 0.00290425
internal_count=3121 2612 2235 2137 1371 582
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=6
num_cat=0
split_feature=52 16 13 0 2
split_gain=1.08247e-05 3.35595e-05 4.6756e-05 9.42952e-05 2.47726e-05
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0047444402696858535 0.0082471590851277091 -0.018404291102931153 -0.014067763008997383 0.033468697069770008 -0.014314963682374086
leaf_weight=0.0019455487784888173 0.0013102454674513066 0.0010160628577820848 0.0014383859023592181 0.0010045052960929342 0.0010499893343465564
leaf_count=931 553 427 294 755 161
internal_value=0 -0.00172211 0.00139463 0.00695479 -0.00193622
internal_weight=0 0.00645449 0.00543843 0.00400004 0.00299554
internal_count=3121 2568 2141 1847 1092
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=6
num_cat=0
split_feature=13 1 150 43 47
split_gain=2.11587e-05 3.28084e-05 3.16606e-05 2.59371e-05 4.2054e-05
threshold=0.11217000000000001 0.077565000000000009 0.081835000000000019 -0.035139999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0002976118352154029 0.00019209418786189476 0.00019614717419095219 0.00028050768560742851 4.4117492394323175e-05 -0.00045985636503753755
leaf_weight=0.0015876690752385696 0.0017202466693005047 0.0010116423455018564 0.001364853880479864 0.0014706790151283785 0.001122406979439322
leaf_count=1523 217 441 278 503 159
internal_value=0 -5.22307e-05 2.61631e-05 -7.01391e-05 -0.000174026
internal_weight=0 0.00655725 0.00496958 0.00360473 0.00259309
internal_count=3121 2904 1381 1103 662
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=6
num_cat=0
split_feature=13 1 43 47 52
split_gain=1.43465e-05 2.60078e-05 3.00133e-05 6.8662e-05 4.18686e-05
threshold=0.11217000000000001 0.077565000000000009 -0.074359999999999996 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013724960203770896 0.0083080984345493339 0.016583745707554061 -0.0055734260835158898 -0.023456188339429432 0.020415658598937569
leaf_weight=0.0014941215970496946 0.001628228264649611 0.0010212431480932571 0.0013469113781189499 0.0011156021672312031 0.0011483928948962624
leaf_count=1523 217 433 312 199 437
internal_value=0 -0.00225263 0.00144783 -0.00283294 0.00638731
internal_weight=0 0.00612627 0.00463215 0.00361091 0.0024953
internal_count=3121 2904 1381 948 749
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=7
num_cat=0
split_feature=11 2 16 52 52 0
split_gain=1.57889e-05 3.61446e-05 6.33996e-05 5.18451e-05 5.77674e-05 4.29881e-05
threshold=0.078340000000000007 0.10699500000000002 -0.074319999999999983 0.090245000000000006 -0.088204999999999992 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00034919990521791849 -0.00023383992912772125 -0.00010756470016632264 0.00054009305086389974 -0.00043561294245071062 0.00042878661264647669 -6.2269690560183305e-05
leaf_weight=0.0010477312789927322 0.0010108609927371604 0.0011180369161658131 0.001210018230971928 0.001132357756555665 0.0014213478752564655 0.0013237335563735136
leaf_count=434 208 263 339 558 187 1132
internal_value=0 2.77325e-05 0.000229059 -6.74314e-05 4.24906e-05 0.000191989
internal_weight=0 0.00725323 0.00232806 0.00492517 0.00379281 0.00274508
internal_count=3121 2913 602 2311 1753 1319
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 43
split_gain=4.97713e-05 3.30292e-05 4.90339e-05 7.67489e-05 4.77008e-05 7.37472e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00041083204215255697 0.00032744763524006993 -0.00039670925386491696 0.00053482195861486706 0.00053481827343583436 -0.00029968906470588411 -0.00015467465537126883
leaf_weight=0.001005556244653435 0.0013832198012539978 0.0010378672825719221 0.0010017905665048975 0.0010834016643262437 0.001734732251513907 0.0014738357058716282
leaf_count=509 321 201 666 307 233 884
internal_value=0 5.29573e-05 -7.00835e-06 6.93944e-05 -5.03676e-05 0.000124338
internal_weight=0 0.00771485 0.00633163 0.00529376 0.00421036 0.00247563
internal_count=3121 2612 2291 2090 1783 1550
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=7
num_cat=0
split_feature=47 52 52 15 2 2
split_gain=2.61369e-05 3.13903e-05 4.58372e-05 5.78127e-05 3.95062e-05 2.12734e-05
threshold=0.10254000000000001 -0.088204999999999992 -0.046924999999999988 -0.10203999999999998 0.086950000000000013 0.10672500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00034709369789477206 0.00022281347511327312 0.0003639906124843721 -0.00041527361683162448 0.0003423860736752808 -0.00027797739911776157 0.00010572980335885831
leaf_weight=0.0011761322455362769 0.001601630669040204 0.0011041802615403785 0.0013963668901158278 0.001213729058720824 0.0011793363573691078 0.0010502037466535176
leaf_count=612 252 262 323 823 644 205
internal_value=0 -5.44131e-05 3.50109e-06 -7.87459e-05 5.7728e-05 -9.72358e-05
internal_weight=0 0.00711995 0.00594382 0.00483964 0.00344327 0.00222954
internal_count=3121 2869 2257 1995 1672 849
is_linear=0
shrinkage=0.00196078


Tree=7215
num_leaves=6
num_cat=0
split_feature=3 3 47 13 3
split_gain=1.20781e-05 1.98893e-05 3.636e-05 3.6834e-05 5.3015e-05
threshold=0.13524500000000003 0.083060000000000009 0.092165000000000011 -0.036034999999999991 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017020598984831627 0.0088578341242805583 -0.010360779076042917 0.018252613797761705 -0.01148943254288599 0.01873120863222871
leaf_weight=0.0012298874774304982 0.0012760230416672793 0.0019095141703746607 0.0010376296688279704 0.0011058503382556473 0.0012218738353390558
leaf_count=1356 192 228 260 209 876
internal_value=0 -0.00178276 0.00178176 -0.00302221 0.00437405
internal_weight=0 0.00650476 0.00459524 0.00355761 0.00232772
internal_count=3121 2929 2701 2441 1085
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=7
num_cat=0
split_feature=4 15 151 16 13 15
split_gain=1.08862e-05 3.46749e-05 2.33357e-05 4.4851e-05 1.98373e-05 2.62788e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.061684999999999997 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.011261828158594073 0.016597159841182665 -0.0077361907807033149 -0.023928396269942826 0.010702184243200311 0.006322104133464174 -0.015446353739491912
leaf_weight=0.0010019003370796012 0.0012986056844739736 0.0010666087338694567 0.0010284258327533406 0.0011341177792080831 0.0010181695020157885 0.0012179266602908214
leaf_count=463 266 160 501 771 268 692
internal_value=0 0.00562388 -0.00251148 -0.0056487 -7.06231e-05 -0.00553445
internal_weight=0 0.00236521 0.00540054 0.00439864 0.00337021 0.0022361
internal_count=3121 426 2695 2232 1731 960
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.11838e-05 2.65681e-05 9.73844e-05 4.43011e-05 8.06519e-05
threshold=0.11217000000000001 -0.056919999999999991 -0.027994999999999996 -0.0077149999999999988 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013417629310267255 0.0073321599336906886 0.014786105762299301 -0.023736698826247002 -0.0054913864625636254 0.031947175766573688
leaf_weight=0.0010116905721530927 0.0016291999249451088 0.0010545781487320183 0.0017372604337159098 0.0012558200483539584 0.0010620178529990643
leaf_count=189 217 541 831 1107 236
internal_value=0 -0.00199072 -0.00918525 0.00404195 0.0116627
internal_weight=0 0.00612137 0.00279184 0.00332953 0.00231784
internal_count=3121 2904 1372 1532 1343
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.44006e-05 3.01838e-05 4.83358e-05 4.64882e-05 4.00779e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.092255000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0080710804977949992 -0.0067821384532758518 -0.020146303825626814 0.030702875808291286 0.0020488467996961236 0.0059896117501077473
leaf_weight=0.0017278580834457638 0.0013786530787410099 0.0011275100532187473 0.001180499786294884 0.0010880733752048925 0.001223261851481692
leaf_count=970 137 447 811 381 375
internal_value=0 0.00229002 0.0079852 0.0169596 -0.00654606
internal_weight=0 0.005998 0.00364723 0.00226857 0.00235077
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=6
num_cat=0
split_feature=52 52 160 4 1
split_gain=1.16904e-05 2.62547e-05 2.54185e-05 5.34202e-05 3.07353e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.012944230972879486 -0.0096013765417479382 0.015389521716314546 -0.021621167934534891 0.013175698147711953 -0.0066192594466520736
leaf_weight=0.00101849515215787 0.001093487722247829 0.0011368756552730119 0.0013007063652889558 0.0014486715181369354 0.0017105678781170624
leaf_count=469 501 562 1025 341 223
internal_value=0 0.00156023 -0.0013096 -0.00456468 0.00245773
internal_weight=0 0.00661532 0.00547844 0.00445995 0.00315924
internal_count=3121 2620 2058 1589 564
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=7
num_cat=0
split_feature=159 1 13 2 3 52
split_gain=3.73431e-05 4.70832e-05 6.77019e-05 0.000105909 4.35198e-05 4.02743e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.12018999999999998 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00035022580982672924 -0.00073424592736784627 0.00040168320263222058 0.00045449263006493515 6.8626009893163508e-05 -0.00028683931296029976 0.00017684441311181012
leaf_weight=0.0010655936055340631 0.0010980695771355706 0.0011828667816872395 0.0011562246969992491 0.0014872503655354514 0.0011282980827909371 0.0019910724963795442
leaf_count=509 897 216 206 297 328 668
internal_value=0 4.03932e-05 -2.18956e-05 -0.00027238 0.000129565 9.12678e-06
internal_weight=0 0.00804378 0.00686092 0.00258532 0.0042756 0.00311937
internal_count=3121 2612 2396 1194 1202 996
is_linear=0
shrinkage=0.00196078


Tree=7221
num_leaves=7
num_cat=0
split_feature=159 151 4 47 4 3
split_gain=5.43722e-05 5.28888e-05 7.59485e-05 5.96395e-05 5.28071e-05 5.61855e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27834500000000006 0.092165000000000011 -0.0029599999999999995 -0.047929999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00042415518808462059 -0.00036134759234847722 -0.00020408644475365626 0.00055293564361550026 0.00038875221449853983 -0.00036870446222412136 0.00036211485622866568
leaf_weight=0.0010192850379462338 0.0010127773360965537 0.0013497848660986231 0.0012635911867149149 0.0013026395942221701 0.0016278355053972174 0.0013454912122731477
leaf_count=509 381 1176 262 180 431 182
internal_value=0 5.70332e-05 0.000118538 2.09685e-05 -8.98521e-05 7.85632e-05
internal_weight=0 0.00790212 0.00688934 0.00562575 0.00432311 0.00269528
internal_count=3121 2612 2231 1969 1789 1358
is_linear=0
shrinkage=0.00196078


Tree=7222
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.29925e-05 2.46206e-05 4.06095e-05 3.65711e-05 3.25768e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.092255000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0076497929470277243 -0.0062067952316704565 -0.018055870717793229 0.02776670712550848 0.0023748897130688399 0.0054919663842401718
leaf_weight=0.0017331106009361406 0.0013808314935796185 0.0011284762343860815 0.0011777824277715322 0.001094171714616508 0.0012255168097673953
leaf_count=970 137 447 811 381 375
internal_value=0 0.00217854 0.00731801 0.015538 -0.00579659
internal_weight=0 0.00600678 0.00365279 0.00227195 0.00235399
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=6
num_cat=0
split_feature=52 160 52 16 1
split_gain=1.38053e-05 2.31506e-05 2.77187e-05 5.04053e-05 2.66902e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.18708499999999997 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0079196080946694718 -0.014705594139167799 0.016584263417060412 0.013152331359879425 -0.019649790494346564 -0.0053643345878515557
leaf_weight=0.0017066894083310746 0.0011988297430117071 0.0010753123150381405 0.0013229832381042037 0.0012791858975625503 0.0011428879751110789
leaf_count=771 825 167 333 868 157
internal_value=0 -0.00226982 0.000822968 -0.00384096 0.00527564
internal_weight=0 0.0060192 0.00482037 0.00349739 0.0022182
internal_count=3121 2350 1525 1192 324
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=7
num_cat=0
split_feature=52 15 1 12 3 2
split_gain=2.00734e-05 3.14161e-05 8.99569e-05 7.25058e-05 7.06459e-05 4.64985e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.088305000000000008 -0.084074999999999997 0.091185000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1
right_child=-2 4 3 -5 -6 -7
leaf_value=-8.0974405156295125e-05 -0.00023973818328636341 -0.00016696876682809492 -0.00074424027320940309 -1.5541026525964794e-05 0.00042493822481500377 0.00051547028650169343
leaf_weight=0.001007104124334743 0.0012065303004591714 0.0013255728626713822 0.0010044221641613872 0.0010997867782856045 0.0018673376874614566 0.0010030070307271415
leaf_count=444 501 751 226 107 654 438
internal_value=0 3.32576e-05 -8.00017e-05 -0.000363378 0.000179201 0.00021664
internal_weight=0 0.00730723 0.00411432 0.00210421 0.00319291 0.00201011
internal_count=3121 2620 1215 333 1405 882
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=7
num_cat=0
split_feature=159 47 4 52 2 4
split_gain=4.16105e-05 4.07452e-05 3.9183e-05 6.15494e-05 5.42441e-05 5.17061e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00037490995284181775 -0.00051330584129108024 0.00035449957010286957 0.00028097358990573592 0.00044480272138268926 -0.00028545144856232009 -0.00013029372587200312
leaf_weight=0.0010054643588111997 0.0010739786238663116 0.0013794182886460024 0.0013316784895001915 0.001381990885981927 0.0014357902893659463 0.0010636887899705312
leaf_count=509 576 202 283 1019 275 257
internal_value=0 4.93264e-05 -1.76297e-05 -9.78734e-05 1.70742e-05 0.000194679
internal_weight=0 0.00766655 0.00628713 0.00495545 0.00388147 0.00244568
internal_count=3121 2612 2410 2127 1551 1276
is_linear=0
shrinkage=0.00196078


Tree=7226
num_leaves=6
num_cat=0
split_feature=457 1 4 4 2
split_gain=1.19501e-05 2.8702e-05 5.47906e-05 2.15765e-05 1.59641e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.012343036746095035 0.0098775341693362398 -0.0024540097858286383 -0.020516458829304508 0.016216345437695748 -0.0038541459033816514
leaf_weight=0.0010266849102905386 0.0010535067037964595 0.0012271020826946032 0.0016929413288462713 0.0012490062133556335 0.0014939589373657819
leaf_count=1266 289 193 634 261 478
internal_value=0 -0.00158089 -0.00660214 0.00696375 0.00274314
internal_weight=0 0.00668969 0.00421359 0.00247611 0.00252064
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7227
num_leaves=6
num_cat=0
split_feature=16 160 3 1 13
split_gain=2.69322e-05 7.05347e-05 6.56889e-05 7.03388e-05 4.90658e-05
threshold=0.013515000000000001 -1.0000000180025095e-35 -0.13309499999999996 0.10089500000000001 0.038215000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.00052453834215366864 -4.4182418586038611e-05 -0.00037500535679832442 -0.00013062738720869826 0.00043144949121738153 0.00047567975241608182
leaf_weight=0.0010994166395945065 0.0018508166398646393 0.0011601070331783087 0.0016291959457886555 0.0018035776766120346 0.001120646605638277
leaf_count=724 589 121 1177 332 178
internal_value=0 -7.84213e-05 2.83675e-05 0.000164688 0.000151876
internal_weight=0 0.0056923 0.00459288 0.00343277 0.00297146
internal_count=3121 2354 1630 1509 767
is_linear=0
shrinkage=0.00196078


Tree=7228
num_leaves=5
num_cat=0
split_feature=52 160 3 1
split_gain=1.14492e-05 1.98535e-05 2.72686e-05 4.74231e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.094385000000000011
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.007182147138302758 -0.013598648707183685 -0.012246188074959854 -0.0070863362351966542 0.015833058721875782
leaf_weight=0.0017177757332414645 0.0011975083841506383 0.001205287959118422 0.001695713561266034 0.001930643708178589
leaf_count=771 825 118 1042 365
internal_value=0 -0.00207211 0.000784705 0.00511577
internal_weight=0 0.00602915 0.00483165 0.00362636
internal_count=3121 2350 1525 1407
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=7
num_cat=0
split_feature=159 2 150 0 2 15
split_gain=4.45839e-05 4.15348e-05 5.19058e-05 6.62836e-05 5.05181e-05 4.29027e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.11991499999999998 0.10774000000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00038613388170247084 -0.00030368071029006501 -0.00031070615543885016 0.00052189712740600177 -1.5216872603871389e-05 0.00057054052266142274 0.00016890704057732334
leaf_weight=0.0010121592565117453 0.0019438246886954158 0.0012710079097359235 0.0011864193279952427 0.0012609140967446606 0.0010272352450768295 0.0011911071359400635
leaf_count=509 480 185 222 524 366 835
internal_value=0 5.1019e-05 0.000166718 4.8321e-05 0.000247751 -0.000124123
internal_weight=0 0.00788051 0.00474558 0.00355916 0.00228815 0.00313493
internal_count=3121 2612 1297 1075 890 1315
is_linear=0
shrinkage=0.00196078


Tree=7230
num_leaves=7
num_cat=0
split_feature=0 47 1 2 1 15
split_gain=1.19324e-05 3.56814e-05 4.53773e-05 2.59835e-05 2.01201e-05 8.61638e-07
threshold=-0.060129999999999996 0.092530000000000015 0.094385000000000011 0.10097500000000002 0.10638500000000002 -0.09551999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4
right_child=3 -3 5 -5 -6 -7
leaf_value=-0.011702617785171943 0.019602173468934669 -0.019456360223562161 0.0092884252611257576 -0.0086153140171593718 0.00042112650270560828 0.013431700265723085
leaf_weight=0.0014850523920273842 0.0011847178818527127 0.0010521600855167672 0.0010071436208609957 0.0010115816436852519 0.0010157422820819089 0.0010005719145421161
leaf_count=1820 142 270 183 311 120 275
internal_value=0 -0.00331271 0.00155039 0.00464991 0.0107481 0.0113533
internal_weight=0 0.00454493 0.00349277 0.00321204 0.00220046 0.00200772
internal_count=3121 2548 2278 573 262 458
is_linear=0
shrinkage=0.1


Tree=7231
num_leaves=7
num_cat=0
split_feature=151 1 1 13 3 4
split_gain=1.48185e-05 4.87944e-05 4.05426e-05 6.23852e-05 3.76012e-05 2.43599e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.11296500000000002 0.25615500000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.00021222118437384734 -0.00029769534061902826 0.00058239250833024296 -0.00037555238452294519 0.00032833719229156223 -6.7552550435303599e-05 0.00016926755158622097
leaf_weight=0.0010608651769062217 0.0011397352694142871 0.0010144714741593867 0.0014421986421712602 0.0013216920539034045 0.001241288658257577 0.0011953197453764793
leaf_count=415 849 195 649 637 176 200
internal_value=0 3.56701e-05 -0.000114497 3.84601e-05 0.000205529 0.000358925
internal_weight=0 0.00735471 0.00390363 0.00246143 0.00345108 0.00220979
internal_count=3121 2706 2135 1486 571 395
is_linear=0
shrinkage=0.00196078


Tree=7232
num_leaves=5
num_cat=0
split_feature=49 15 12 4
split_gain=1.08832e-05 2.44748e-05 5.92059e-05 3.8363e-05
threshold=-0.043469999999999995 -0.037864999999999989 1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.0068603193177899317 -0.023160449201878607 0.018338010321261446 -0.0095514761057594148 0.00039323248248437307
leaf_weight=0.0017773884346620507 0.0011164326925693778 0.001504447409573889 0.0015406773052214352 0.0018168222102320033
leaf_count=425 780 198 1385 333
internal_value=0 -0.00205237 0.00422736 -0.00857159
internal_weight=0 0.00597838 0.00304512 0.00293325
internal_count=3121 2696 1583 1113
is_linear=0
shrinkage=0.1


Tree=7233
num_leaves=7
num_cat=0
split_feature=457 2 3 12 43 48
split_gain=2.57836e-05 3.87628e-05 5.96314e-05 6.89666e-05 5.90227e-05 3.67918e-05
threshold=0.045365000000000009 0.11293500000000002 0.090900000000000009 0.079890000000000017 -0.074359999999999996 0.081805000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=0.00029040186474804886 0.0002741327864282615 0.00043778379537418727 -0.00049223199432440036 4.9296009602184767e-05 -0.00056544945256790512 -7.552330221798122e-05
leaf_weight=0.0017394791048481965 0.001217079960333275 0.0011109094207582197 0.0012755636411094541 0.0013673402358674979 0.0010706322334796856 0.0010389151986151487
leaf_count=291 289 342 146 803 1111 139
internal_value=0 -3.32551e-05 -0.000121164 -7.8603e-06 -0.000220669 0.000189725
internal_weight=0 0.00760284 0.00545302 0.00417745 0.00243797 0.00214982
internal_count=3121 2832 2351 2205 1914 481
is_linear=0
shrinkage=0.00196078


Tree=7234
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 43
split_gain=1.48513e-05 2.88918e-05 5.20606e-05 6.79383e-05 2.40091e-05 2.38096e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.092755000000000018 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0003193890005934618 0.0001912831486823605 0.00026442929060633018 0.00031858106860879564 -0.00053763272181398978 -0.00023743557045285044 -9.1052183815837004e-05
leaf_weight=0.0010188289776114012 0.0013493470814922017 0.0010593682389079513 0.0010059424078946791 0.001390656995813447 0.0012836657902455494 0.0011644312205267352
leaf_count=668 192 328 263 589 158 923
internal_value=0 -3.35798e-05 -8.74214e-05 -0.000171499 -2.46354e-05 0.000100482
internal_weight=0 0.00692289 0.00586353 0.00485758 0.00346693 0.00218326
internal_count=3121 2929 2601 2338 1749 1591
is_linear=0
shrinkage=0.00196078


Tree=7235
num_leaves=6
num_cat=0
split_feature=16 1 47 15 15
split_gain=1.08623e-05 3.55701e-05 2.6123e-05 5.50549e-05 6.60923e-05
threshold=0.38525000000000004 1.0000000180025095e-35 0.092530000000000015 -0.21699999999999997 -0.03241999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013997627801272792 0.0096706630810441795 -0.013332516804990525 -0.011237169365124387 0.02872473844411241 -0.0011304576802171234
leaf_weight=0.0016920574457230083 0.0010108187781682921 0.0010428393404919413 0.0010571267495985259 0.0014424156729533667 0.001525931879949131
leaf_count=1489 311 235 203 275 608
internal_value=0 -0.00144364 0.00274751 0.00643309 0.0133771
internal_weight=0 0.00676037 0.00506831 0.00401119 0.00296835
internal_count=3121 2810 1321 1118 883
is_linear=0
shrinkage=0.1


Tree=7236
num_leaves=7
num_cat=0
split_feature=3 0 0 52 3 12
split_gain=2.5071e-05 2.76277e-05 5.08214e-05 3.72962e-05 3.21633e-05 1.29188e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 -0.13927999999999999 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=-0.00028430889806311681 0.00024028427417799561 0.00037671548109028264 -0.00050361088058681021 0.00016008854580297754 0.00010757763546540496 -0.00020573787817643066
leaf_weight=0.0012040920227367102 0.0014223232615499844 0.0010416094196976922 0.0011293212702172418 0.0018289336973156235 0.0010233912399347485 0.0010007122672083006
leaf_count=169 192 167 1951 285 189 168
internal_value=0 -4.45045e-05 -0.000148541 -1.63344e-05 9.67475e-05 -4.73249e-05
internal_weight=0 0.00722806 0.00416235 0.00303303 0.00306571 0.0020241
internal_count=3121 2929 2405 454 524 357
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=6
num_cat=0
split_feature=3 0 0 52 43
split_gain=1.15317e-05 2.19005e-05 4.60466e-05 4.28096e-05 1.42822e-05
threshold=0.13524500000000003 -0.060129999999999996 -0.10607499999999999 -0.0064899999999999992 -0.090299999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.01545348822315102 0.0087363192609654691 -0.0041346234836724637 -0.024845327692890978 0.01020935144020467 0.010678943341198574
leaf_weight=0.0010727146514366275 0.0012662893462175601 0.001049067728972612 0.0010164982032654043 0.0016496659009136395 0.0017145656444883361
leaf_count=169 192 107 1951 285 417
internal_value=0 -0.00169444 -0.00668393 9.72809e-05 0.00505575
internal_weight=0 0.00650251 0.00373888 0.00272238 0.00276363
internal_count=3121 2929 2405 454 524
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=6
num_cat=0
split_feature=150 0 2 15 1
split_gain=1.03443e-05 2.58816e-05 3.85586e-05 3.11021e-05 1.32431e-05
threshold=0.10605000000000002 -0.060129999999999996 0.090675000000000019 -0.095244999999999982 0.11039500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.012639548062911661 -0.0088847546448820643 0.023555278953489869 -0.00070095262460169471 -0.013167665497297447 -0.0033961037408550298
leaf_weight=0.0010424346011719706 0.0011201019241630708 0.0010895367898159636 0.00164452835571341 0.0018413199014330572 0.0010179045196101824
leaf_count=352 182 176 369 1867 175
internal_value=0 0.00150469 0.00896526 -0.00372326 0.00471718
internal_weight=0 0.00663572 0.00273407 0.00390166 0.00206034
internal_count=3121 2939 545 2394 527
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=8
num_cat=0
split_feature=159 151 4 4 0 16 2
split_gain=6.09529e-05 4.75603e-05 5.57821e-05 5.47772e-05 4.82883e-05 4.76089e-05 8.76068e-06
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27834500000000006 -0.0029599999999999995 -0.055064999999999996 -0.094359999999999986 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6
right_child=1 2 -4 5 6 -7 -8
leaf_value=-0.00045441204499861867 -0.0003447203200085853 0.00056078899442144395 0.0004772713192273894 -0.00043373323508802522 0.00016447607113667567 7.8195806456148503e-05 -9.4453433307485526e-05
leaf_weight=0.0010277062929380408 0.0010145151696125242 0.0010072449179540596 0.0012941675286376889 0.001358665239942844 0.0010028423195712613 0.0014372995396629055 0.0010066956065918789
leaf_count=509 381 1114 262 252 127 286 190
internal_value=0 5.24227e-05 0.000109115 2.71476e-05 0.000210393 -0.00017057 3.47631e-05
internal_weight=0 0.00812143 0.00710692 0.00581275 0.00301678 0.00279596 0.00200954
internal_count=3121 2612 2231 1969 1431 538 317
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=6
num_cat=0
split_feature=3 3 0 3 15
split_gain=1.07188e-05 1.72081e-05 3.13806e-05 2.59534e-05 1.84986e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 -0.094549999999999981
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0022651036945164731 0.0083986031948016775 -0.0096324117508816108 -0.00093708798525315962 0.01987108410923491 -0.016097503508830904
leaf_weight=0.0010909982534733056 0.0012710689514715684 0.0019052112274261599 0.0011859511475134923 0.0012119838849766337 0.0011035496183080882
leaf_count=413 192 228 172 278 1838
internal_value=0 -0.00164256 0.00167206 0.00957995 -0.00696871
internal_weight=0 0.00649769 0.00459248 0.00239794 0.00219455
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=6
num_cat=0
split_feature=49 16 3 4 15
split_gain=1.25508e-05 2.86009e-05 4.15006e-05 5.46872e-05 3.85276e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.13309499999999996 0.24564500000000003 -0.0088349999999999974
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00014070281281606728 -0.00040101585377231322 0.00026035840166287123 -0.00045521157794806529 0.00034018611234562718 2.3208224112649393e-05
leaf_weight=0.0018772957436523534 0.0013179488104675856 0.001012910899251567 0.0010261318079576808 0.0012512611207318655 0.0017523122439139101
leaf_count=425 188 300 737 273 1198
internal_value=0 -4.17535e-05 -9.89772e-05 -1.92909e-07 -0.000153481
internal_weight=0 0.00636056 0.00534765 0.00402971 0.00277844
internal_count=3121 2696 2396 2208 1935
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=7
num_cat=0
split_feature=52 160 1 13 12 2
split_gain=1.98741e-05 3.51644e-05 5.03003e-05 5.01609e-05 8.14352e-05 6.11458e-05
threshold=0.14295500000000003 -0.027994999999999996 0.13146500000000003 0.11217000000000001 0.092355000000000007 0.098035000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00033708956988598421 -0.00026085422432357467 -0.00026574394122341256 0.00036524484285110898 0.0002797106467804711 -0.00064667329514604569 0.00027419161644139599
leaf_weight=0.0012213394717929191 0.0010093209593192588 0.0019046511132802756 0.0010632014021892131 0.0010735366735450591 0.0011313798002721234 0.0013984618996591321
leaf_count=547 386 1036 161 139 568 284
internal_value=0 3.15651e-05 -2.52202e-05 -0.000100591 -0.000192657 -3.71477e-05
internal_weight=0 0.00779257 0.00657123 0.00550803 0.00443449 0.00330311
internal_count=3121 2735 2188 2027 1888 1320
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=6
num_cat=0
split_feature=42 49 1 4 12
split_gain=1.00254e-05 2.75951e-05 3.60393e-05 2.38858e-05 3.58921e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.24564500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0049879602702050645 -0.0089826441783052244 0.011012271409449673 -0.021229338205517707 0.0180814769730227 -0.0094640753316364897
leaf_weight=0.0010519664710707754 0.0010717700040483611 0.0018537789633171385 0.0010453541824310014 0.0011724852060121943 0.0015905000685387117
leaf_count=434 630 283 142 224 1408
internal_value=0 0.00143236 -0.00807936 0.00575337 0.0015567
internal_weight=0 0.00671408 0.00209732 0.00461676 0.00344428
internal_count=3121 2491 576 1915 1691
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=5
num_cat=0
split_feature=49 15 12 16
split_gain=1.17524e-05 2.56991e-05 4.50568e-05 3.80701e-05
threshold=-0.043469999999999995 -0.037864999999999989 1.0000000180025095e-35 -0.071854999999999988
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.0071341397795532894 -4.3590266879441812e-05 0.016639460384830378 -0.0076506749202548893 -0.023599411853613431
leaf_weight=0.0017797387078387445 0.0018461283768703869 0.0015033718692157487 0.001552044672775461 0.0010918967028818981
leaf_count=425 522 198 1385 591
internal_value=0 -0.00212023 0.00430092 -0.00879795
internal_weight=0 0.00599344 0.00305542 0.00293803
internal_count=3121 2696 1583 1113
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=6
num_cat=0
split_feature=52 52 4 52 15
split_gain=1.09446e-05 2.27729e-05 3.08621e-05 2.69943e-05 3.97613e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.049749999999999996 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015156513455243588 -0.0093019083122040467 0.014308710029279604 0.012633972420227672 -0.016816754562903137 0.0079847855051896031
leaf_weight=0.0012247166600613188 0.0010879861028829426 0.0011512205130423375 0.0017002089891973307 0.001210588108796569 0.001387004112980114
leaf_count=666 501 562 671 226 495
internal_value=0 0.00151447 -0.0011526 0.002838 -0.00357378
internal_weight=0 0.00667374 0.00552252 0.0042978 0.00259759
internal_count=3121 2620 2058 1392 721
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=7
num_cat=0
split_feature=150 49 42 43 2 1
split_gain=2.27815e-05 4.36104e-05 3.50153e-05 3.38443e-05 3.72038e-05 5.61466e-05
threshold=0.11456000000000001 -0.026779999999999995 0.088915000000000008 0.05259500000000001 0.084245000000000014 0.10538500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00033516029066947659 -0.0002814171917697514 0.00018665304556265307 -0.00035368977880276443 0.00035093021380955015 -0.00051629322127982663 7.822634701549504e-05
leaf_weight=0.0014706752182304904 0.0010105995379381004 0.0015465283672228308 0.0011232597715415613 0.0010056478324103543 0.0011542754636892972 0.0012969577117804242
leaf_count=355 124 463 785 243 964 187
internal_value=0 3.19473e-05 -4.08374e-05 2.93976e-05 -5.14848e-05 -0.00020173
internal_weight=0 0.00759734 0.00612667 0.00500341 0.00399776 0.00245123
internal_count=3121 2997 2642 1857 1614 1151
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=7
num_cat=0
split_feature=3 0 2 16 16 4
split_gain=1.45423e-05 3.40643e-05 9.26086e-05 5.47322e-05 2.81553e-05 4.83463e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.004174999999999999 -0.27167499999999994 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00016713530478567666 -0.00030954740384506771 -0.00064440194099923238 0.00016903617953443643 0.00045832271541660621 -0.00022195597847528273 0.00033390755923075159
leaf_weight=0.0016114518953939437 0.0011604225840820236 0.0010922120313178996 0.0010606458170937445 0.0010102406849895156 0.0011765114787571117 0.0012310052244135846
leaf_count=303 285 156 205 555 1383 234
internal_value=0 -4.02341e-05 -0.000243646 5.54191e-05 -5.86606e-05 6.22667e-05
internal_weight=0 0.00673104 0.00215286 0.00457818 0.00356794 0.00240752
internal_count=3121 2818 361 2457 1902 1617
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=7
num_cat=0
split_feature=484 15 15 0 3 4
split_gain=1.03238e-05 2.34071e-05 3.55007e-05 3.73795e-05 2.27703e-05 6.03442e-06
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.10836499999999999 0.10542000000000001 -0.14098499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.011962220655734254 0.0094513855470258409 -0.0015039974721660638 -0.0058244114527475884 0.024878203366562102 0.007139981318548122 -0.016783256246338207
leaf_weight=0.0016040431463147046 0.0010050528452308222 0.0010736998014160026 0.0010095699680543998 0.0010744860766846104 0.0010077360306939595 0.0010003334591447439
leaf_count=393 394 174 227 634 81 1218
internal_value=0 -0.00140996 0.00186662 0.0116919 -0.00512778 -0.0112787
internal_weight=0 0.00676987 0.00516583 0.00214819 0.00301764 0.0020099
internal_count=3121 2727 2334 808 1526 1445
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=7
num_cat=0
split_feature=13 0 47 0 52 0
split_gain=2.01215e-05 4.38176e-05 6.09791e-05 5.48646e-05 4.9683e-05 0.000130737
threshold=-0.15078499999999997 -0.019414999999999998 0.092530000000000015 0.11070500000000001 -0.066844999999999988 -0.14649999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.00018852400198172029 -0.00030147702699769951 0.00044883836315497936 -0.00051244557277160981 -0.00016131421762780954 0.00066166100227429243 -0.00029213803292249709
leaf_weight=0.0016720970690925936 0.0014752821452301327 0.0012617599162959468 0.0013297675954786481 0.0010284073695196502 0.0010567817105111704 0.0011579038792539019
leaf_count=230 576 191 281 142 139 1562
internal_value=0 -4.99055e-05 -0.000152445 0.000174847 -2.27103e-05 0.000162986
internal_weight=0 0.0073099 0.00501974 0.00229017 0.00368997 0.00221469
internal_count=3121 2891 2558 333 2277 1701
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=7
num_cat=0
split_feature=150 49 1 42 3 0
split_gain=1.82787e-05 4.45299e-05 3.84733e-05 5.59456e-05 3.01872e-05 3.65206e-05
threshold=0.11456000000000001 -0.026779999999999995 0.12337000000000002 0.084050000000000014 0.095270000000000007 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00033507289437662637 -0.00025196848270058733 0.0004239006066992657 0.00027799203348580334 -0.00046177782017359275 -0.00021359825251456553 -7.6923123321950127e-05
leaf_weight=0.0014702942364677868 0.0010135765347879713 0.0010140359630017421 0.0011590915899449862 0.0013391167196469319 0.0014678802809120622 0.0012496665057491079
leaf_count=355 124 488 232 1124 128 670
internal_value=0 2.81406e-05 -4.42985e-05 -0.00011797 5.40938e-06 0.000147423
internal_weight=0 0.00770009 0.00622979 0.0050707 0.00373158 0.0022637
internal_count=3121 2997 2642 2410 1286 1158
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.11334e-05 3.13391e-05 3.25463e-05 3.84056e-05 4.23394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0093209449783849541 -0.011158627008470017 0.018935080360363652 0.0062863479770656761 0.014212561099753281 -0.019572362739756051
leaf_weight=0.0011037058366962851 0.001510169874555321 0.0012960407690468887 0.0012670947349642395 0.0013570392446771982 0.0012656466184246015
leaf_count=862 828 482 585 180 184
internal_value=0 0.00151881 0.00521062 0.00063775 -0.00663561
internal_weight=0 0.00669599 0.00518582 0.00388978 0.00253274
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=7
num_cat=0
split_feature=484 15 15 52 0 52
split_gain=1.03836e-05 2.09706e-05 3.12974e-05 3.01814e-05 2.06248e-05 3.8019e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -1.0000000180025095e-35 -0.083914999999999976 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.011411679614354346 0.0094402933023694929 -0.0012519195209217792 0.0068402955791360513 0.022471816940544009 -0.024507788880350687 0.0029307224487383804
leaf_weight=0.0016044521027205848 0.0010109244349395859 0.0010460935386795611 0.0010030956843714426 0.0011003041664454272 0.0010036037492892349 0.0010164250457311884
leaf_count=393 394 468 539 340 693 294
internal_value=0 -0.00142443 0.00167529 0.0109095 -0.00488097 -0.0107015
internal_weight=0 0.00677397 0.00516952 0.0021464 0.00302312 0.00202003
internal_count=3121 2727 2334 808 1526 987
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=7
num_cat=0
split_feature=52 15 1 3 3 2
split_gain=2.00109e-05 2.59161e-05 7.6012e-05 5.43479e-05 5.36162e-05 3.153e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.073884999999999992 -0.084074999999999997 0.090935000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1
right_child=-2 4 3 -5 -6 -7
leaf_value=-4.4732437975830155e-05 -0.00023922155639320844 -0.00013135833790311042 -2.1565742096989942e-05 -0.00064997372542355443 0.00037810692619430036 0.0004449576468661513
leaf_weight=0.0010028920783586215 0.0012055960052787217 0.0013700332923618789 0.001080017857354839 0.0010373443819142263 0.0018895387221159693 0.0010193371715751423
leaf_count=438 501 751 92 241 654 444
internal_value=0 3.3199e-05 -6.97745e-05 -0.000329437 0.000163973 0.000202104
internal_weight=0 0.00739916 0.00413959 0.00211736 0.00325957 0.00202223
internal_count=3121 2620 1215 333 1405 882
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.16402e-05 2.32982e-05 6.82478e-05 6.17823e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.010045621061858551 -0.0096185685310394911 -0.0088911663761876061 -0.016895685987658209 0.02051387437105149
leaf_weight=0.0018469585855718767 0.0010864039810541066 0.0012282283704182313 0.001915354777085064 0.0017084091567004089
leaf_count=882 501 751 333 654
internal_value=0 0.00154029 -0.00366992 0.00821542
internal_weight=0 0.00669895 0.00376231 0.00293664
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=6
num_cat=0
split_feature=15 1 42 2 16
split_gain=1.26706e-05 2.21889e-05 3.58343e-05 2.75599e-05 1.83373e-05
threshold=-0.24436499999999997 0.12500000000000003 0.088465000000000002 0.099185000000000009 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010009716541197448 -0.01711953248672286 0.01168068157175492 -0.020942799338048691 0.0096613195597583957 -0.00042339479340653091
leaf_weight=0.0010848128030915734 0.0010186923492986417 0.0010532166223451312 0.0010350911653036034 0.0017209834268640456 0.0018568883886290746
leaf_count=253 258 125 816 457 1212
internal_value=0 -0.00164164 -0.00413315 -0.000347817 -0.00633811
internal_weight=0 0.00668487 0.00563166 0.00459656 0.00287558
internal_count=3121 2868 2743 1927 1470
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=6
num_cat=0
split_feature=13 1 43 47 15
split_gain=1.15897e-05 2.34805e-05 3.32989e-05 6.75832e-05 3.34729e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.033689999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013056434986842695 0.0075007619979756308 0.017289829836239955 0.016527313164094098 -0.023624573543381305 -0.0065704013571626701
leaf_weight=0.0014632057521063941 0.0016229820068207048 0.0010346081215085005 0.0013745118480132808 0.0011089768839353032 0.001154323698320801
leaf_count=1500 217 445 255 200 504
internal_value=0 -0.00200184 0.00145999 -0.00304207 0.00598403
internal_weight=0 0.00613563 0.00467242 0.00363781 0.00252884
internal_count=3121 2904 1404 959 759
is_linear=0
shrinkage=0.1


Tree=7257
num_leaves=6
num_cat=0
split_feature=1 2 15 2 1
split_gain=1.03981e-05 2.68864e-05 2.56247e-05 2.75226e-05 1.34044e-05
threshold=0.11588000000000001 0.073895000000000002 -0.022504999999999997 0.10097500000000002 0.13265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.016845420836344226 0.014160153433532273 0.009741581771630408 0.0032928330343702274 -0.017265993813450588 -0.0018542806743609931
leaf_weight=0.0010308190984349933 0.0010271402981932517 0.0019471222529276666 0.00155070663754571 0.0011225412344451342 0.0010641830892039008
leaf_count=571 191 877 1002 256 224
internal_value=0 -0.00224238 0.00101561 -0.00534016 0.00601111
internal_weight=0 0.00565119 0.00462037 0.00267325 0.00209132
internal_count=3121 2706 2135 1258 415
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=7
num_cat=0
split_feature=159 15 52 2 0 15
split_gain=3.99215e-05 6.65469e-05 4.39489e-05 3.81366e-05 7.42351e-05 8.85124e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.10925999999999998 0.10981000000000002 0.089620000000000019 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00036692932894618859 0.00051764038412732965 -0.00038446920108472067 -0.00020795779368341363 0.00028447347744415055 -0.00050194581359625185 0.00046669895710944756
leaf_weight=0.0010086496419590392 0.001009248832523923 0.0010810802607429601 0.0016444775868674879 0.0017889364561848578 0.0010721269002972045 0.0013709356518640968
leaf_count=509 224 537 615 275 62 899
internal_value=0 4.71172e-05 -2.11359e-05 4.57056e-05 -5.87926e-05 9.877e-05
internal_weight=0 0.00796681 0.00695756 0.00587648 0.00408754 0.00301541
internal_count=3121 2612 2388 1851 1576 1514
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
num_cat=0
split_feature=151 1 1 13 3 13
split_gain=1.52848e-05 4.49733e-05 4.57422e-05 6.33543e-05 4.43809e-05 1.64718e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.11296500000000002 0.00084500000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.00022299039011738575 -0.00028960828260693526 0.00053014307296740388 -0.00039258777199471887 0.00034334443494521394 -0.00010517400526312143 0.00018926958978279117
leaf_weight=0.0010580028719055215 0.0011390855557520208 0.0011012806396145458 0.0014375575257361871 0.0013039863367468759 0.0012233809960829241 0.0010790377178127517
leaf_count=415 849 268 649 637 176 127
internal_value=0 2.92213e-05 -0.000115069 4.82294e-05 0.00019373 0.000361445
internal_weight=0 0.00728433 0.00388063 0.00244307 0.0034037 0.00218032
internal_count=3121 2706 2135 1486 571 395
is_linear=0
shrinkage=0.00196078


Tree=7260
num_leaves=6
num_cat=0
split_feature=3 1 3 16 3
split_gain=2.66682e-05 4.89836e-05 4.42955e-05 3.7603e-05 3.75203e-05
threshold=-0.10023499999999998 0.094385000000000011 0.090900000000000009 -0.25582999999999995 0.11296500000000002
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.00040432008373142029 -0.00054311756100772083 0.00026709034962355709 -7.0332496841298875e-06 -4.3864262267501545e-05 -0.00015017171927946452
leaf_weight=0.0012738454386398926 0.0012739894636154825 0.0017943270495797323 0.0011079397308366642 0.0016545706457538013 0.0015392989459035405
leaf_count=106 1830 526 89 342 228
internal_value=0 -7.90177e-05 -0.000293761 0.000151094 7.44199e-05
internal_weight=0 0.00571556 0.00238193 0.00292842 0.00333363
internal_count=3121 2673 1919 448 754
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=7
num_cat=0
split_feature=484 160 12 13 4 16
split_gain=2.47579e-05 5.78444e-05 4.70846e-05 5.74122e-05 8.18731e-05 4.67447e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 -0.084034999999999985 0.076415000000000025 -0.069144999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00046256496139940659 0.00029203409409476745 -0.00035677913963655557 0.00040247350324242959 2.4629378209084684e-05 0.00027693454629219762 -0.00055129645698287304
leaf_weight=0.0010546673926063871 0.0010008839007842269 0.001020385031416801 0.0017005339038084401 0.0010093125652446053 0.0018428900111724976 0.0011698063542120217
leaf_count=632 368 301 442 627 191 560
internal_value=0 -3.55463e-05 3.1244e-05 0.000100432 -2.72728e-05 -0.000284542
internal_weight=0 0.0077976 0.00674293 0.00572254 0.00402201 0.00217912
internal_count=3121 2753 2121 1820 1378 1187
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 43
split_gain=3.36749e-05 5.40879e-05 5.04713e-05 7.81616e-05 8.12302e-05 6.00698e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00033525937961083866 0.00038811451022105638 -0.00042943625490628195 0.00051550056038742473 0.00050508926576897726 -0.00040033235304403502 -0.00010088013907329715
leaf_weight=0.0010186754891021279 0.0014331758098986465 0.0010363181293349295 0.0010200121871305218 0.0011163874757390739 0.0017630218502728279 0.0015044790828634769
leaf_count=509 321 201 666 307 233 884
internal_value=0 4.36062e-05 -3.3059e-05 4.29552e-05 -7.73758e-05 0.000148166
internal_weight=0 0.00787339 0.00644022 0.0054039 0.00428751 0.00252449
internal_count=3121 2612 2291 2090 1783 1550
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.06076e-05 3.35421e-05 3.72642e-05 5.35896e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0075442433655983736 0.0096485716098689799 -0.013136666836722335 -0.02038817444169037 0.012944323246850721
leaf_weight=0.0015002099830323376 0.0018190732584630904 0.0016263763932548472 0.0013438575311436165 0.0015280124030013502
leaf_count=303 843 789 295 891
internal_value=0 -0.00180985 -0.0064436 -0.000502816
internal_weight=0 0.00631732 0.00449825 0.00315439
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=6
num_cat=0
split_feature=13 52 52 16 2
split_gain=1.24064e-05 2.26953e-05 3.95648e-05 2.669e-05 3.01316e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.031059999999999997 -0.056919999999999991 0.10644500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015149491351666192 0.0077307689483929604 0.018256641231924369 0.012509520262005983 -0.014968013280930318 -0.0087638594860898322
leaf_weight=0.0010913692634560036 0.001635092688272801 0.0010288365460372571 0.0013669187551678657 0.0013843935607130171 0.0012980945022203526
leaf_count=633 217 285 1115 591 280
internal_value=0 -0.00206642 0.000745269 -0.00370386 0.00214752
internal_weight=0 0.00616961 0.00507824 0.00404941 0.00266501
internal_count=3121 2904 2271 1986 1395
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=7
num_cat=0
split_feature=0 13 47 49 2 43
split_gain=1.75175e-05 3.97685e-05 5.6303e-05 4.35024e-05 5.08477e-05 2.74418e-05
threshold=-0.019414999999999998 -0.15078499999999997 0.092530000000000015 -0.054319999999999993 0.090050000000000005 -0.043144999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00028387280058650124 0.00037598236026847637 -0.00034938541943375435 -0.00050143516043509213 0.00041224209040622125 -0.00014830994100095373 -2.9691976718322314e-05
leaf_weight=0.0010303701436153515 0.0010373955757262835 0.0010525161114163734 0.0012346254433066354 0.0012187952409478298 0.001270918055011225 0.001678148592762818
leaf_count=198 146 268 281 1206 803 219
internal_value=0 -6.55004e-05 -0.00014086 -1.51839e-05 0.000126098 0.000125284
internal_weight=0 0.00580722 0.00477685 0.00354223 0.00248971 0.00271554
internal_count=3121 2756 2558 2277 2009 365
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=2.43347e-05 3.8461e-05 4.34494e-05 3.07566e-05 4.82831e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.098260000000000014 0.084055000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00031353007290339482 0.00021588200569567853 -0.00037297244681129294 7.0554092980195242e-05 0.00010685300476758458 -0.00047771775577820863
leaf_weight=0.0014217736590428085 0.0016349421529252501 0.0011775748045401114 0.0011473890636215004 0.0019003723312782462 0.0013372694068366502
leaf_count=251 279 810 449 403 929
internal_value=0 -4.98624e-05 1.56618e-05 -8.09171e-05 -0.000224532
internal_weight=0 0.00698438 0.0058068 0.00438503 0.00248466
internal_count=3121 2842 2032 1781 1378
is_linear=0
shrinkage=0.00196078


Tree=7267
num_leaves=7
num_cat=0
split_feature=147 52 151 4 15 13
split_gain=1.6421e-05 3.97603e-05 4.27178e-05 3.70423e-05 7.22378e-05 3.24805e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.0083949999999999979 0.24564500000000003 -0.037864999999999989 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00034624326536501527 0.00021921721091056005 -0.00038652076854730572 -0.00042865505812446554 0.00038951851996963733 0.00043174308570735203 2.0456236213324413e-06
leaf_weight=0.0010182910877832513 0.0010865566981937023 0.0010795857376285876 0.0010925098474739692 0.0012347312522123033 0.0010829219777785111 0.0018013265457203203
leaf_count=368 183 496 584 245 305 940
internal_value=0 -3.91264e-05 2.10751e-05 9.28467e-05 7.34025e-07 0.00016338
internal_weight=0 0.00730937 0.00622978 0.00521149 0.00397676 0.00288425
internal_count=3121 2938 2442 2074 1829 1245
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=7
num_cat=0
split_feature=151 16 0 42 52 1
split_gain=1.94844e-05 6.14724e-05 3.28811e-05 4.08761e-05 4.00594e-05 5.38697e-05
threshold=-0.083274999999999988 -0.48836499999999994 -0.14794999999999997 -1.0000000180025095e-35 0.10160000000000001 0.10374500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.00025900277258229554 0.00043049886609865251 -0.00030934294533747491 -0.00030617740319287506 4.6161778552625012e-05 -0.00019994408018748444 0.0006088055566265075
leaf_weight=0.001000196646924357 0.0012469728747607879 0.0014134674830654538 0.0010961590232165487 0.0018745751471431261 0.0010823574438753787 0.001004987646788141
leaf_count=369 231 163 753 930 362 313
internal_value=0 3.1861e-05 -4.49507e-05 2.89331e-05 0.000121649 0.000242528
internal_weight=0 0.00771852 0.00647155 0.00505808 0.00396192 0.00287956
internal_count=3121 2752 2521 2358 1605 1243
is_linear=0
shrinkage=0.00196078


Tree=7269
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=1.15427e-05 2.93728e-05 4.77795e-05 3.99182e-05 4.16758e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.019753095409749809 0.0079236631226919721 -0.012393606259697154 0.012429762808431975 -0.023704401614642972 0.0035739168101129567
leaf_weight=0.001183885907574718 0.0014827641020313861 0.0018729014435994494 0.001051763675747372 0.0012180930176989035 0.0010367947580495716
leaf_count=160 279 1443 437 668 134
internal_value=0 -0.00187354 0.00251414 -0.00365795 -0.0111619
internal_weight=0 0.00636344 0.00449054 0.00330665 0.00225489
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.09708e-05 2.78903e-05 3.39197e-05 4.65302e-05 8.59693e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.026084999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0076604715922663812 0.0085864566026630437 0.002165644989937798 -0.019023615034237398 -0.01753257404394298 0.015061786660929433
leaf_weight=0.0015027113053640356 0.0018242617163310481 0.0010674914769543218 0.0013952240918391414 0.0010380893767610844 0.0010022473206515274
leaf_count=303 843 236 1422 167 150
internal_value=0 -0.00184457 -0.00607036 -0.000255142 0.00841045
internal_weight=0 0.00632731 0.00450305 0.00310783 0.00206974
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=6
num_cat=0
split_feature=13 43 16 150 3
split_gain=1.24131e-05 2.03461e-05 4.04563e-05 3.98335e-05 2.31655e-05
threshold=0.11217000000000001 -0.074359999999999996 0.057265000000000003 0.081835000000000019 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0081393951836426191 0.007726600256853503 0.0023844432173326883 -0.023137520112495813 0.016303413880059136 -0.016231319995456961
leaf_weight=0.0014837915047784568 0.001636052702531564 0.0013417243396080833 0.0010000587948064852 0.0010240676838967357 0.0013321791155906293
leaf_count=1050 217 1164 342 180 168
internal_value=0 -0.00206892 -0.00529304 -0.000467273 -0.00689021
internal_weight=0 0.00618182 0.00469803 0.00369797 0.0026739
internal_count=3121 2904 1854 1512 1332
is_linear=0
shrinkage=0.1


Tree=7272
num_leaves=7
num_cat=0
split_feature=40 42 13 49 0 49
split_gain=3.6751e-05 5.75052e-05 5.9579e-05 3.78368e-05 4.58842e-05 3.87501e-05
threshold=-0.013874999999999998 0.091735000000000025 0.11217000000000001 0.0093850000000000027 -0.066089999999999996 -0.0020949999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00030468829322260191 -0.00026062596948755676 -0.00048290130625574569 0.00041517280576039265 0.00026788455370113103 -0.00043963901320130856 0.00018724329117664318
leaf_weight=0.0012746830688639098 0.0013466936126711483 0.0010425923124554532 0.0011644024930478909 0.0010163168821491252 0.0014371963469553047 0.0016560970624363406
leaf_count=329 400 548 137 444 287 976
internal_value=0 -5.4875e-05 1.25283e-05 -7.33981e-05 -0.000151518 -1.36174e-05
internal_weight=0 0.0076633 0.00662071 0.0054563 0.00443999 0.00300279
internal_count=3121 2792 2244 2107 1663 1376
is_linear=0
shrinkage=0.00196078


Tree=7273
num_leaves=7
num_cat=0
split_feature=1 3 52 4 0 49
split_gain=1.701e-05 3.73398e-05 3.42668e-05 2.98184e-05 3.74319e-05 2.4981e-05
threshold=0.10439500000000002 -0.12018999999999998 -0.057699999999999994 -0.0016099999999999997 -0.055064999999999996 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -4
right_child=2 3 5 -5 -6 -7
leaf_value=0.00020531405797739695 0.0003822645064374465 0.00021416413669879611 -0.0002693703135448877 -0.00044833081850106259 -0.00031556173465798013 0.00011342813648603921
leaf_weight=0.0012374752175737256 0.0011260496522968481 0.0010130053913091864 0.001011268525903556 0.0011509794583176806 0.0010387569862120374 0.0018627172319010286
leaf_count=223 276 1482 105 562 169 304
internal_value=0 -8.39578e-05 9.23311e-05 -0.000195727 -5.40231e-05 -2.1267e-05
internal_weight=0 0.00444022 0.00400004 0.00320274 0.00205176 0.00287399
internal_count=3121 2436 685 2213 1651 409
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=7
num_cat=0
split_feature=0 160 1 0 3 3
split_gain=1.80663e-05 4.19109e-05 4.98356e-05 7.44842e-05 4.03916e-05 3.1829e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 0.0068900000000000012 -0.13309499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2
right_child=4 2 3 -5 -6 -7
leaf_value=-0.00038747882827505186 1.9806817811169723e-05 -0.00029273145578561651 -0.00017076541532770349 0.0004977704128465339 -0.00022876765410692956 0.00045607744067302009
leaf_weight=0.0012669940563748549 0.0013103294510823926 0.0012781380958706758 0.0012175747930127899 0.0013524178952492088 0.001010542405075714 0.0012623254476642675
leaf_count=821 172 1291 114 322 133 268
internal_value=0 -7.81624e-05 2.36797e-05 0.000181041 0.000103397 0.000233872
internal_weight=0 0.00511512 0.00384813 0.00256999 0.0035832 0.00257265
internal_count=3121 2548 1727 436 573 440
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=6
num_cat=0
split_feature=1 42 3 0 2
split_gain=1.22903e-05 2.77061e-05 4.02163e-05 2.00648e-05 4.51716e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 -0.23001499999999997 0.097845000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.018993032801635848 0.0081781678454114267 -0.012119086718199348 0.0083129476968858869 -0.023533459373484018 0.0044604222604123708
leaf_weight=0.0010958090342929579 0.0014821138302107996 0.0018812836140979757 0.0010667131748832714 0.0010559189538336179 0.0012693517511796755
leaf_count=253 279 1443 114 720 312
internal_value=0 -0.00193227 0.00233805 -0.00304248 -0.00825176
internal_weight=0 0.00636908 0.00448779 0.00339198 0.00232527
internal_count=3121 2842 1399 1146 1032
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=6
num_cat=0
split_feature=4 151 0 15 2
split_gain=1.36741e-05 3.79121e-05 4.33043e-05 2.97958e-05 4.58256e-05
threshold=0.36766000000000004 -0.016164999999999995 -0.14794999999999997 -0.037864999999999989 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00030014495099902803 0.0001487207101031287 -0.00044966129192345537 -0.00026369287439169988 0.00026583844353332732 -0.00021956855900490355
leaf_weight=0.0010569948649112844 0.0018731904594241925 0.0011202110914717333 0.0013474547516350603 0.0019963088494552427 0.0011955674575510888
leaf_count=461 328 157 750 1172 253
internal_value=0 -4.0734e-05 -0.000104398 -1.91939e-05 8.40216e-05
internal_weight=0 0.00671654 0.00565954 0.00453933 0.00319188
internal_count=3121 2793 2332 2175 1425
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.16386e-05 3.0881e-05 3.16747e-05 3.48522e-05 4.27103e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0095483104650672668 -0.01099089060299036 0.018698706612984829 0.0066644450763008794 0.013580791396992715 -0.019198079926754267
leaf_weight=0.0011021651525765499 0.0015237898603530026 0.0013026479422693603 0.0012839592065927916 0.0013681633754994492 0.0012702890275342325
leaf_count=862 828 482 585 180 184
internal_value=0 0.00153516 0.00518814 0.000701228 -0.00619761
internal_weight=0 0.00674885 0.00522506 0.00392241 0.00255425
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=7
num_cat=0
split_feature=52 13 2 151 13 4
split_gain=3.29563e-05 4.96845e-05 5.782e-05 5.68211e-05 7.88993e-05 6.28718e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 -0.0083949999999999979 0.0076650000000000008 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.000369419620178461 -0.0002932406925930973 -0.00033364649328589325 -0.00042692366722783104 9.8793451250051148e-05 -0.00015014116237786166 0.00075295551660705415
leaf_weight=0.0015240236287756524 0.0012298218287772906 0.0010820969146472861 0.0011292856317058333 0.0011792709479721852 0.0016654719657198313 0.0010841834644808447
leaf_count=190 501 399 329 1124 295 283
internal_value=0 5.2534e-05 -2.6117e-05 6.42089e-05 0.000173785 0.000412134
internal_weight=0 0.00766433 0.00614031 0.00501102 0.00392893 0.00226345
internal_count=3121 2620 2430 2101 1702 1407
is_linear=0
shrinkage=0.00196078


Tree=7279
num_leaves=6
num_cat=0
split_feature=3 2 47 2 12
split_gain=1.06672e-05 2.8207e-05 3.32883e-05 5.7763e-05 3.80387e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 0.090935000000000016 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01457570124380158 0.0083143079497826084 0.013747693858714159 0.0084279785948707178 -0.022149330902456955 -0.011535702991506542
leaf_weight=0.001135153339734679 0.0012861917432145436 0.0010079074428786267 0.0014775310705988521 0.0018510779664636309 0.0010971367903090663
leaf_count=395 192 328 318 797 1091
internal_value=0 -0.0016444 -0.0044342 -0.00908826 0.00174234
internal_weight=0 0.00656881 0.0055609 0.00408337 0.00223229
internal_count=3121 2929 2601 2283 1486
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=7
num_cat=0
split_feature=2 2 1 3 2 52
split_gain=1.71784e-05 2.65381e-05 2.21785e-05 6.72468e-05 3.45947e-05 5.70341e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.10587000000000001 0.12178000000000001 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=0.00023288138815158398 -0.00028156121252436215 -0.00028401182301630688 0.00050843725592806654 -0.00018646856800776939 -0.00032682230490137996 0.00031564706868280836
leaf_weight=0.0010544943248666531 0.0013636705634212003 0.0010430247592601669 0.0011361665647140833 0.0010125504774642635 0.0013065931440726245 0.0014681311916645962
leaf_count=199 541 375 252 151 472 1131
internal_value=0 -3.47797e-05 2.16236e-05 0.000180973 -6.80621e-05 6.65749e-05
internal_weight=0 0.00733014 0.00596647 0.00214872 0.00381775 0.00251116
internal_count=3121 2922 2381 403 1978 1506
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=7
num_cat=0
split_feature=151 1 1 13 3 4
split_gain=1.40665e-05 3.43834e-05 4.45932e-05 5.36726e-05 3.49546e-05 1.51402e-05
threshold=-0.081154999999999991 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.11296500000000002 0.2623950000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.011091871285041075 -0.013008695998315818 0.025569537401156636 -0.019470374794970113 0.017577082016764729 -0.0047167176539859986 0.0083318448426376503
leaf_weight=0.0010001746087731616 0.0010679847369732896 0.0010320972228700402 0.0013478500532800473 0.0012397494783789426 0.0011546540178305116 0.0010063588805460555
leaf_count=418 848 202 649 637 175 192
internal_value=0 0.00160379 -0.00501837 0.00342244 0.00918506 0.0170595
internal_weight=0 0.00684869 0.00365558 0.00230773 0.00319311 0.00203846
internal_count=3121 2703 2134 1485 569 394
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=7
num_cat=0
split_feature=42 49 16 16 12 3
split_gain=1.67038e-05 2.85932e-05 4.16677e-05 6.63733e-05 4.57574e-05 7.29291e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 -0.008904999999999998 0.16703000000000004 0.090545000000000014 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00021955080465436825 0.00024958808126419478 0.00034725304931351004 0.00046166388356220773 -0.00018604649644272077 -0.00053413021117444518 -0.00039763409533260212
leaf_weight=0.0011805834290251798 0.0017572733537104916 0.0010198381544417093 0.0012754387977324778 0.0011628137522547977 0.0010029012346602271 0.0010016657709984661
leaf_count=862 381 656 404 341 332 145
internal_value=0 3.20289e-05 -3.79573e-05 0.000152768 -0.000191718 -2.18424e-05
internal_weight=0 0.00721993 0.00546266 0.00243825 0.00302441 0.0020215
internal_count=3121 2259 1878 745 1133 801
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=7
num_cat=0
split_feature=52 15 1 3 3 2
split_gain=2.12192e-05 3.57458e-05 7.54458e-05 4.70208e-05 4.37426e-05 2.55567e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997 -0.073884999999999992 0.090790000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1
right_child=-2 3 4 -5 -6 -7
leaf_value=-3.3265111219340243e-05 -0.00024368977698444949 -8.580640347977437e-05 -6.7336142317912209e-05 0.00039267843825125265 -0.00063251512092124789 0.00040697205437663489
leaf_weight=0.0010153357599327593 0.0012003585194727473 0.001361933727613251 0.001078468063102779 0.0018790095952737808 0.0010286791257764381 0.0010125914704485707
leaf_count=435 501 751 92 654 241 447
internal_value=0 3.74226e-05 -8.34214e-05 0.000191606 -0.000343248 0.000186556
internal_weight=0 0.00737602 0.00413507 0.00324094 0.00210715 0.00202793
internal_count=3121 2620 1215 1405 333 882
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=1.24254e-05 2.47968e-05 3.0591e-05 5.77894e-05 4.75162e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0098403134229836063 -0.0096497220857703226 -0.011516291811271831 -0.010481077313397019 0.00021067291827889229 0.025438085604625706
leaf_weight=0.0011060485449558011 0.0015195829121894874 0.001058893729636275 0.0010406946535610551 0.001231022434307748 0.0018973615940094258
leaf_count=862 828 267 311 192 661
internal_value=0 0.00159449 0.00486278 0.0086763 0.0155111
internal_weight=0 0.00674756 0.00522797 0.00418728 0.00312838
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=6
num_cat=0
split_feature=484 3 1 4 48
split_gain=1.28524e-05 2.03091e-05 5.16428e-05 4.86675e-05 8.11135e-05
threshold=0.073690000000000019 -0.13309499999999996 0.12811000000000003 -0.080924999999999983 0.083685000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011684637895900941 0.010503811672295202 0.013019572995269868 0.020508340726245841 -0.024522944814898549 0.0091981054027949552
leaf_weight=0.0015383440355700526 0.0010120239072741359 0.0012250185704294446 0.0011131266214791709 0.0017394050281495819 0.0012092403678368065
leaf_count=276 394 601 199 1252 399
internal_value=0 -0.00157213 0.00137039 -0.00373374 -0.0106939
internal_weight=0 0.00682513 0.00528679 0.00417366 0.00294865
internal_count=3121 2727 2451 2252 1651
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=6
num_cat=0
split_feature=159 52 52 1 0
split_gain=1.16415e-05 2.54869e-05 2.77387e-05 5.12429e-05 1.80997e-05
threshold=0.076905000000000015 -0.0064899999999999992 0.11434500000000002 0.10871500000000002 0.041630000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011765647547188979 0.0094571213825974405 0.023962715220292197 -0.012359163290794105 -0.0075633366408898867 0.005962434652523752
leaf_weight=0.0017991048318731157 0.0011133392046225486 0.0012298663089340082 0.0010386601340074972 0.0016123040616592811 0.0010235001514198178
leaf_count=817 527 1086 438 199 54
internal_value=0 -0.00158508 0.00214955 0.00604787 0.0157868
internal_weight=0 0.00670344 0.00490433 0.00386567 0.00225337
internal_count=3121 2594 1777 1339 1140
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=7
num_cat=0
split_feature=159 47 3 13 3 1
split_gain=2.82938e-05 4.8151e-05 3.47703e-05 6.80649e-05 6.9689e-05 6.90482e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.11924500000000002 -0.036034999999999991 -0.13309499999999996 0.095285000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.0003083648672583683 -0.00032793705564648968 0.00036617971531402183 -0.00031205637378252371 -0.00023992914126409667 8.489651506234745e-05 0.00072231238515573263
leaf_weight=0.0010165984024640131 0.0014042889970230107 0.0014209819991805638 0.0013524450084697673 0.0010948658475437869 0.0015917578627835023 0.0011083211399857663
leaf_count=509 1071 202 163 195 753 228
internal_value=0 3.89802e-05 -3.19855e-05 4.08676e-05 0.000177341 0.000346541
internal_weight=0 0.00797266 0.00655168 0.00519923 0.00379494 0.00270008
internal_count=3121 2612 2410 2247 1176 981
is_linear=0
shrinkage=0.00196078


Tree=7288
num_leaves=7
num_cat=0
split_feature=52 16 13 0 151 0
split_gain=1.16782e-05 3.89913e-05 4.92942e-05 9.58871e-05 3.49661e-05 4.90197e-06
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 -0.0083949999999999979 -0.15202999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016917899097930275 0.0086354843784930101 -0.019731873545716039 -0.014286442822167657 0.033896383197699241 0.010846645324306086 0.0010577822190237381
leaf_weight=0.0010032488863173671 0.0013021842948834949 0.0010164602330463308 0.0014437326443574395 0.0010121535031417223 0.0010065475668123191 0.0010402951245236816
leaf_count=304 553 427 294 755 99 689
internal_value=0 -0.00173691 0.00158514 0.00722594 -0.00162447 0.00587152
internal_weight=0 0.00652244 0.00550598 0.00406225 0.00305009 0.00204684
internal_count=3121 2568 2141 1847 1092 788
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=7
num_cat=0
split_feature=159 1 13 2 12 16
split_gain=4.21423e-05 3.14177e-05 4.34275e-05 7.52568e-05 3.59687e-05 4.50472e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 0.085440000000000016 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00038716087617524439 -0.00061327500685951582 0.00033424051791228367 -0.00029267261448297644 7.8259608806046697e-05 0.00042793675207345583 0.00019455031505242077
leaf_weight=0.0010044629939540703 0.0010600971005701684 0.0011802744884708222 0.0011975098433235627 0.0014094463502389806 0.0010284905067027184 0.0018671104059372482
leaf_count=509 897 216 145 297 711 346
internal_value=0 3.9722e-05 -1.32463e-05 -0.000218594 0.000110649 4.16645e-06
internal_weight=0 0.00774293 0.00656265 0.00246954 0.00409311 0.00306462
internal_count=3121 2612 2396 1194 1202 491
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=6
num_cat=0
split_feature=147 52 13 0 1
split_gain=1.17364e-05 2.9567e-05 2.52094e-05 2.87856e-05 6.62113e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.019414999999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010655903291213513 0.0099898729629403701 -0.017393119954044144 0.0030664044023958857 0.010066817090924839 -0.028914998281383737
leaf_weight=0.0019031007614963391 0.0010193256570285051 0.0010004157044804785 0.0017332715809840029 0.0011294694453793264 0.0010332463506218061
leaf_count=737 183 496 1306 232 167
internal_value=0 -0.00151663 0.00122226 -0.00338585 -0.00887809
internal_weight=0 0.0067995 0.00579909 0.00389599 0.00276652
internal_count=3121 2938 2442 1705 1473
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=7
num_cat=0
split_feature=1 42 48 15 16 0
split_gain=1.38543e-05 2.08524e-05 3.35809e-05 2.29528e-05 5.03384e-05 1.94463e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 -0.016799999999999995 -0.081779999999999978 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.016952282794744863 0.014600700906398631 0.014141134824369253 -0.013543144208960836 0.01756152570412936 -0.016793108487665121 0.0021275628358581504
leaf_weight=0.0010101534329723914 0.0010373546076470005 0.0012224485888894633 0.0013821206792839734 0.0010115890594416454 0.0010061370082123731 0.0011336811099759102
leaf_count=1571 172 532 228 400 153 65
internal_value=0 0.00257676 -0.00060923 0.00524208 -0.000856408 -0.00686267
internal_weight=0 0.00565965 0.0044372 0.00305508 0.00204349 0.00214383
internal_count=3121 1485 953 725 325 1636
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=6
num_cat=0
split_feature=52 0 47 150 52
split_gain=1.23757e-05 3.6626e-05 2.97622e-05 3.36696e-05 2.50659e-05
threshold=0.10744000000000002 0.10455500000000001 1.0000000180025095e-35 0.086615000000000011 -0.031059999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.024394513698029169 0.0089235920301057939 -0.019073969897319742 -0.0095953970848945344 -0.0062529870329428236 0.0040206001393834657
leaf_weight=0.0011222827173903598 0.0012919904571430359 0.0010316493514426067 0.0016823986097335708 0.0013526457508312838 0.0013072196670951722
leaf_count=608 553 147 355 293 1165
internal_value=0 -0.00179269 0.00146984 0.00639194 0.0134321
internal_weight=0 0.0064962 0.00546455 0.00378215 0.0024295
internal_count=3121 2568 2421 2066 1773
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=6
num_cat=0
split_feature=457 1 4 4 16
split_gain=1.15175e-05 3.17571e-05 4.29616e-05 2.61516e-05 9.53322e-06
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 0.013515000000000001
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0060616317454419378 0.0096427546080330301 -0.0030371520966130036 -0.019098005632280673 0.017529103207956864 0.0064576838648751876
leaf_weight=0.0010141490603263626 0.001065980089687368 0.0012120328923174097 0.0017011541395503425 0.0012621109459080462 0.0015196975658884468
leaf_count=1276 289 193 634 261 468
internal_value=0 -0.00154711 -0.00680574 0.00745411 0.00144694
internal_weight=0 0.00670914 0.004235 0.00247414 0.00253385
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=6
num_cat=0
split_feature=1 4 3 2 0
split_gain=1.04225e-05 2.08545e-05 2.5781e-05 4.54914e-05 1.8882e-05
threshold=0.077565000000000009 -0.011209999999999999 0.11296500000000002 1.0000000180025095e-35 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.015920650455668667 -0.0093817610920073277 -0.00067243381969912678 -0.0077643215565775074 0.022914994804331124 0.0029193162238681848
leaf_weight=0.001006322110048365 0.001210902704540163 0.0018322053924860328 0.0011089362270391445 0.0014766153464505953 0.0011285593525450291
leaf_count=1571 722 288 175 300 65
internal_value=0 0.00224459 0.00543137 0.00985384 -0.00596131
internal_weight=0 0.00562866 0.00441776 0.00330882 0.00213488
internal_count=3121 1485 763 588 1636
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=6
num_cat=0
split_feature=3 2 47 4 0
split_gain=1.09973e-05 1.93623e-05 4.10424e-05 5.18514e-05 3.57839e-05
threshold=0.13524500000000003 0.11510000000000002 0.085270000000000026 -0.10429499999999998 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.027131194570229701 0.0085105823541280802 0.011105892045502865 0.010327126296568775 -0.011030865717239303 0.011841565228966448
leaf_weight=0.0011538130437951455 0.0012671632229953027 0.0010021483489019347 0.001463489716735363 0.0017370924741152128 0.0011282978600398578
leaf_count=272 192 335 317 1023 982
internal_value=0 -0.00167495 -0.00401108 -0.00923197 -0.00202444
internal_weight=0 0.00648484 0.00548269 0.0040192 0.00286539
internal_count=3121 2929 2594 2277 2005
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=7
num_cat=0
split_feature=157 160 12 12 0 3
split_gain=1.98922e-05 7.91361e-05 5.44611e-05 3.41168e-05 4.17188e-05 1.65647e-05
threshold=-0.051074999999999988 -1.0000000180025095e-35 -0.029094999999999999 0.092355000000000007 -0.10474999999999998 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.00025769962245732333 -0.00051790538731563284 -0.00037039069613429659 4.6604716257434558e-05 9.9976964723366384e-05 0.00048361995216821425 -0.00025133677727013108
leaf_weight=0.0010005173081392834 0.0011189064117133286 0.0010139350247025608 0.0018441639759704308 0.0010408441330857741 0.0015421446233356716 0.0010233207789573694
leaf_count=488 644 301 223 136 815 514
internal_value=0 -3.64509e-05 4.68827e-05 0.000124507 0.000245624 -7.41887e-05
internal_weight=0 0.00758331 0.00646441 0.00545047 0.00338631 0.00206416
internal_count=3121 2633 1989 1688 1038 650
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=6
num_cat=0
split_feature=11 16 2 0 43
split_gain=1.12147e-05 3.97532e-05 4.47237e-05 4.64235e-05 3.76952e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10699500000000002 -0.053834999999999994 -0.0098449999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013263383782279507 -0.0098865341528642688 0.023157407805519045 0.020428908559431455 -0.013663234898536658 -0.002519241545198744
leaf_weight=0.0014432038393727134 0.0010016602196167594 0.0010188544504868414 0.0014496820428029234 0.0015355261457381253 0.001302919400238764
leaf_count=334 244 1195 440 201 707
internal_value=0 0.00145256 0.00545448 -0.000173332 0.00874834
internal_weight=0 0.00675019 0.00530698 0.0038573 0.00232177
internal_count=3121 2877 2543 2103 1902
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=7
num_cat=0
split_feature=42 49 1 1 15 12
split_gain=1.06758e-05 2.60042e-05 3.04812e-05 2.23114e-05 3.0072e-05 1.89222e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0041738312357289106 -0.0093317479724001253 -0.012906788919775872 -0.019923301061280898 0.016584153237236988 0.016475239641065561 -0.0020598789832272446
leaf_weight=0.0010615385336977855 0.0010602525187527667 0.0010287161210497464 0.0010384325344752771 0.001334015916455716 0.0011751897781809937 0.0010366212412664015
leaf_count=434 630 578 142 239 264 834
internal_value=0 0.00147037 -0.00774216 0.00569944 0.00121857 0.00778829
internal_weight=0 0.00667451 0.00209997 0.00457454 0.00324053 0.00221181
internal_count=3121 2491 576 1915 1676 1098
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=6
num_cat=0
split_feature=4 151 12 0 2
split_gain=2.43643e-05 4.954e-05 3.85788e-05 5.67437e-05 2.98426e-05
threshold=0.36766000000000004 -0.016164999999999995 0.090455000000000021 -0.019414999999999998 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00034045504908058436 0.0002026791148851671 -0.00062647473717894833 9.6259482890408881e-05 0.00014661633741609481 -0.00020603364219831286
leaf_weight=0.0010527128564730781 0.0018767387885622313 0.0011842917887657295 0.0019976765289959836 0.001032804559626282 0.0014361646177579396
leaf_count=461 328 884 973 134 341
internal_value=0 -5.00778e-05 -0.00012283 -0.000242633 -0.000396048
internal_weight=0 0.00670365 0.00565094 0.00365326 0.00262046
internal_count=3121 2793 2332 1359 1225
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=1.10763e-05 2.17574e-05 2.48938e-05 6.47556e-05 5.26494e-05
threshold=-0.043469999999999995 0.088915000000000008 -0.037864999999999989 1.0000000180025095e-35 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0069103445127902847 0.0066725863154063359 -0.015178600324180983 0.02367843753904814 -0.0079792790682296343 -0.023620060629477496
leaf_weight=0.0017826950695412208 0.0012901575457862013 0.0010447821177869236 0.0012614635325593339 0.0013245858369922811 0.0010332343199122528
leaf_count=425 304 802 177 955 458
internal_value=0 -0.00207491 0.000713702 0.00746322 -0.00679884
internal_weight=0 0.00595422 0.00490944 0.00258605 0.00232339
internal_count=3121 2696 1894 1132 762
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=9.4852e-06 2.04637e-05 3.63061e-05 6.35043e-05 3.23724e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.076779999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0057177109533724738 -0.0087512703054624472 0.010453630476552794 -0.016078610634681252 0.024631547908794425 -0.017026631118982307
leaf_weight=0.0013078445713822539 0.0010681730344293391 0.001815398335547001 0.0013282419963118334 0.0010006669754021296 0.0011999547651306277
leaf_count=730 501 558 294 254 784
internal_value=0 0.00140044 -0.00199756 0.00333327 -0.00516521
internal_weight=0 0.00665211 0.00483671 0.00350847 0.0025078
internal_count=3121 2620 2062 1768 1514
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=7
num_cat=0
split_feature=15 151 160 1 16 0
split_gain=2.60678e-05 3.38793e-05 3.52006e-05 4.04341e-05 6.409e-05 1.87624e-05
threshold=-0.24436499999999997 -0.016164999999999995 1.0000000180025095e-35 0.11588000000000001 -0.084119999999999986 -0.043914999999999989
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0002651073826217181 0.00021185158932602712 -0.000537029886435108 -0.00044331472776517136 0.00025397438126394334 0.00022933069203997966 -0.00012346638363818779
leaf_weight=0.0011931338569750065 0.00153302533642132 0.001133367570918007 0.0010368043914346075 0.001276339316086872 0.0010277712004009589 0.001328962077323423
leaf_count=253 522 631 344 135 1027 209
internal_value=0 -4.73993e-05 -0.000115885 -4.46617e-05 -0.000153874 3.03884e-05
internal_weight=0 0.00733627 0.00580324 0.00476644 0.0034901 0.00235673
internal_count=3121 2868 2346 2002 1867 1236
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=7
num_cat=0
split_feature=2 4 4 2 48 0
split_gain=1.30205e-05 2.33434e-05 2.86201e-05 3.9828e-05 5.45738e-05 7.32272e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 0.083985000000000018 -0.026509999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00019921059454002513 1.1064793252497513e-05 0.00021599186423903511 -0.00035398715045692518 0.00028539718366128085 0.00026053947526027564 -0.00066645509203076673
leaf_weight=0.0010463876792954768 0.0014361877197553909 0.0011888056059014889 0.0012112790822945358 0.0012424467434479416 0.0010155342191085293 0.0010704574441378857
leaf_count=199 1638 259 191 352 335 147
internal_value=0 -3.49418e-05 -8.48608e-05 -1.64427e-05 -0.000122916 -0.000278269
internal_weight=0 0.00716471 0.00597591 0.00476463 0.00352218 0.00250665
internal_count=3121 2922 2663 2472 2120 1785
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=7
num_cat=0
split_feature=150 11 3 47 15 2
split_gain=2.46629e-05 4.36201e-05 3.7908e-05 5.98483e-05 4.79819e-05 5.85556e-05
threshold=0.11456000000000001 1.0000000180025095e-35 -0.10519499999999998 0.092530000000000015 -0.095244999999999982 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00040839654743961306 -0.0002892997290498935 -0.00033634091642911724 0.00045619857200321253 -0.00032430871354606917 -0.0002612080429135311 0.00033349900751275031
leaf_weight=0.0012073178518329907 0.001023496196961903 0.0010472033540753715 0.0012979500495923797 0.001400139424063686 0.001480368351789752 0.0011166939981377194
leaf_count=163 124 237 396 302 1470 429
internal_value=0 3.50512e-05 9.48628e-05 2.33757e-05 0.000148358 -5.49381e-06
internal_weight=0 0.00754967 0.00650247 0.00529515 0.00389501 0.00259706
internal_count=3121 2997 2760 2597 2295 1899
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.07393e-05 2.64536e-05 4.35901e-05 8.34199e-05 5.00435e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013218840589141715 0.0093016154478603504 -0.015587492131990394 0.0081064671787114111 0.028891285782056009 -0.018942972835984121
leaf_weight=0.001506107784933864 0.0010669729406036239 0.0011115057470634706 0.0017343969570225957 0.0011952766530596154 0.0011293012350785435
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00150286 0.00131024 0.00670134 -0.0025605
internal_weight=0 0.00667659 0.00556508 0.00405897 0.0028637
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=7
num_cat=0
split_feature=150 49 2 42 16 52
split_gain=1.86785e-05 4.9678e-05 3.13034e-05 3.11062e-05 4.1012e-05 4.08646e-05
threshold=0.11456000000000001 -0.026779999999999995 0.11682500000000001 0.084050000000000014 -0.083539999999999989 -0.054584999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00035297881783011038 -0.00025498388779187801 0.00042135579047184271 -0.00033872585414202052 -0.00024973476128255332 0.00027887634860583783 -0.00022668179359279473
leaf_weight=0.001471839683312509 0.0010037653387907153 0.0011277333137382651 0.0011568318091541583 0.0012356696651818831 0.0010156818058777478 0.0015570453450563003
leaf_count=355 124 430 329 1050 350 483
internal_value=0 2.96852e-05 -4.84109e-05 1.96273e-05 0.000109574 -2.70935e-05
internal_weight=0 0.0075648 0.00609296 0.00493613 0.00370046 0.00257273
internal_count=3121 2997 2642 2313 1263 833
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=6
num_cat=0
split_feature=52 16 3 0 3
split_gain=1.07237e-05 3.30339e-05 4.64356e-05 7.34823e-05 3.16096e-05
threshold=0.10744000000000002 0.22339500000000004 -0.13309499999999996 -0.076579999999999995 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015245633116243966 0.0083610903147496932 -0.018329854540727854 -0.010991061760955503 0.028799807886689413 0.0092900441261272067
leaf_weight=0.0012823003284128517 0.0012763115962800926 0.0010050433444931377 0.0016226615423589582 0.0010921840579584171 0.0014598783129568553
leaf_count=180 553 427 1393 385 183
internal_value=0 -0.00166967 0.00139871 0.00651115 -0.00138601
internal_weight=0 0.00646207 0.00545702 0.00417472 0.00308254
internal_count=3121 2568 2141 1961 1576
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=6
num_cat=0
split_feature=15 52 47 2 3
split_gain=1.71492e-05 2.31846e-05 4.39279e-05 6.20558e-05 3.50924e-05
threshold=-0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.011549999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00022107520963426412 -0.00025712720635188746 7.1338338673306495e-05 -0.00031352383354343616 -0.00017696253904573618 0.00051262127104650826
leaf_weight=0.0011689816016538131 0.0014437845682438201 0.0013844158781969292 0.0011964690354989505 0.0017803420381499275 0.0013869813376639955
leaf_count=253 654 1446 228 396 144
internal_value=0 -3.49908e-05 2.08035e-05 0.000108685 0.000292184
internal_weight=0 0.00719199 0.00574821 0.00455174 0.0027714
internal_count=3121 2868 2214 1986 1590
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=6
num_cat=0
split_feature=13 15 13 150 0
split_gain=9.77607e-06 2.19484e-05 3.17456e-05 3.08814e-05 4.99639e-05
threshold=0.11217000000000001 -0.03241999999999999 -0.0039049999999999992 1.0000000180025095e-35 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.015924430119728408 0.0069074805934585468 0.00089697476734791463 -0.020594880487953174 0.018347573847905668 0.013637603084454421
leaf_weight=0.0012761606171063846 0.0016152714416697161 0.0015972328651770807 0.0012063858184398323 0.0010006805058523464 0.0010357442806623038
leaf_count=236 217 1177 439 253 799
internal_value=0 -0.00183933 -0.00835088 0.00367175 -0.0026805
internal_weight=0 0.0061162 0.00280362 0.00331259 0.0023119
internal_count=3121 2904 1616 1288 1035
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=6
num_cat=0
split_feature=15 16 48 52 43
split_gain=9.7473e-06 1.98531e-05 3.92558e-05 6.18807e-05 3.23254e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0087878634991313941 -0.012567534982379811 -0.024066143046041714 0.018960365416337915 -0.0076607299769030912 0.01240689720649024
leaf_weight=0.0010824027980475418 0.0012925400606096345 0.0010474092925042673 0.0010134536829559957 0.0013993359950338962 0.0018826247489177024
leaf_count=253 248 557 314 1225 524
internal_value=0 -0.00144651 0.0012439 -0.00290331 0.00385062
internal_weight=0 0.00663536 0.00534282 0.00432937 0.00328196
internal_count=3121 2868 2620 2306 1749
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=7
num_cat=0
split_feature=51 484 48 0 4 12
split_gain=1.62862e-05 3.49831e-05 3.69924e-05 3.06143e-05 4.07218e-05 9.87244e-05
threshold=0.08955500000000001 0.064170000000000019 0.092150000000000024 -0.14001499999999997 -0.083854999999999985 0.092200000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00031805601918353442 -0.00020406247442843553 0.00037210959222004088 -0.00036202887832796502 0.00023212638295492765 -0.00056916503794571694 0.00018452502119995764
leaf_weight=0.0012170649592300221 0.0013099251069571428 0.0010103376379551427 0.0010238791472077843 0.0014212177081786453 0.001289284357503785 0.0013870380780888175
leaf_count=214 409 364 220 439 921 554
internal_value=0 3.3258e-05 -2.0754e-05 4.49939e-05 -3.6112e-05 -0.000178556
internal_weight=0 0.00734882 0.00633848 0.00531461 0.00409754 0.00267632
internal_count=3121 2712 2348 2128 1914 1475
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=7
num_cat=0
split_feature=52 16 3 2 2 49
split_gain=1.08201e-05 2.30347e-05 6.69368e-05 5.38999e-05 4.73591e-05 1.07839e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.084055000000000005 0.096540000000000015 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=-0.024811652636801518 -0.0093495182933923549 -0.0055359557736198786 0.020989929722694978 -0.01233397567211946 0.023372883589574664 0.001946377221836277
leaf_weight=0.0010466254915591261 0.0010691846919001994 0.00107828619472198 0.0012128714388134928 0.0010964595972196528 0.001194388379159593 0.0010214334873810834
leaf_count=147 501 307 569 293 358 946
internal_value=0 0.00148885 -0.00275188 0.00417996 0.00965688 -0.00544674
internal_weight=0 0.00665006 0.00437739 0.00333076 0.00227267 0.00211789
internal_count=3121 2620 1955 1808 665 1239
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=5
num_cat=0
split_feature=3 0 43 3
split_gain=1.31931e-05 3.38809e-05 4.33784e-05 5.76818e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0084751883610377065 0.018712756154794171 -0.012803464946212324 -0.023032508165617947 0.0063801016492069876
leaf_weight=0.0014799401516487499 0.0012445720130404539 0.0019866231976017022 0.0010043961341745402 0.0019835022490085645
leaf_count=303 1233 361 961 263
internal_value=0 -0.00203006 0.00302673 -0.00350709
internal_weight=0 0.00621909 0.00423247 0.0029879
internal_count=3121 2818 2457 1224
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=5
num_cat=0
split_feature=3 0 16 4
split_gain=1.06987e-05 2.749e-05 3.56726e-05 3.87728e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.27167499999999994 0.0061450000000000003
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0076331731101127931 -0.012994523397656508 -0.011542107506770085 -0.0032155857214978718 0.018987543245596029
leaf_weight=0.0014789302697322754 0.0010753018806530039 0.0019835294900489107 0.0015428813858803859 0.0016043182167849287
leaf_count=303 285 361 1789 383
internal_value=0 -0.0018315 0.00273008 0.00810269
internal_weight=0 0.00620603 0.0042225 0.0031472
internal_count=3121 2818 2457 2172
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=1.16993e-05 2.46287e-05 3.57792e-05 4.48608e-05 4.62263e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014785346445767213 -0.0092896886874903051 0.013540105918096998 -0.023660281293171614 0.012220685921464696 -0.012403086679369547
leaf_weight=0.0011687151422901942 0.0011539816474689744 0.0012542823602488722 0.0010436897391344858 0.0015821472774995204 0.0014714458405294102
leaf_count=651 409 249 179 1023 610
internal_value=0 0.00163389 -0.00123822 -0.00576224 0.000355141
internal_weight=0 0.00652028 0.00535157 0.00409728 0.00305359
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=7
num_cat=0
split_feature=0 0 150 3 43 1
split_gain=1.2414e-05 3.21694e-05 3.05449e-05 2.3113e-05 3.10468e-05 1.95765e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 -0.013929999999999998 -0.074359999999999996 0.111945
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -2 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.013332349154769866 0.023633051129805085 -0.017251740649229134 0.015906325254999704 -0.0071826635688675899 -0.00084592621002818667 0.0053423414486330582
leaf_weight=0.0012247608501630863 0.001001188211797953 0.0012181144162656541 0.001044084466999994 0.0010604572289332919 0.0010738380383709858 0.0010363184345620739
leaf_count=287 173 1988 160 170 230 113
internal_value=0 -0.00336031 0.00175936 0.00482727 0.010965 -0.0047732
internal_weight=0 0.00452328 0.00330516 0.00313548 0.00207503 0.00226108
internal_count=3121 2548 560 573 403 400
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=6
num_cat=0
split_feature=4 0 3 3 15
split_gain=1.06962e-05 2.48599e-05 4.73327e-05 2.97198e-05 1.79107e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998 -0.089024999999999979
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.007970505714707251 0.0069312428485301661 0.014305780888451275 0.0068001391872028055 -0.0075729324958029717 -0.026871008833910661
leaf_weight=0.0010013023630974281 0.0017215509302495645 0.0015211602505237354 0.0013473429997088275 0.0010490477407071794 0.0010042149168861664
leaf_count=467 352 332 150 139 1681
internal_value=0 -0.00202362 -0.00769583 0.00537584 -0.0174345
internal_weight=0 0.00592307 0.00335286 0.00257021 0.00200552
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=7
num_cat=0
split_feature=4 52 2 3 0 1
split_gain=2.30505e-05 4.51364e-05 4.10496e-05 6.32631e-05 3.76113e-05 4.62995e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.10699500000000002 0.013900000000000001 -0.17169499999999996 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=-9.669707812213758e-06 0.00041737332448767801 0.00027837562165096972 0.00022874165335261579 -0.00061035592357308035 -0.00040541944903922005 0.00014312701125543528
leaf_weight=0.0018632492422143753 0.00123188976455362 0.0011150354268486609 0.0010272992780119214 0.0010561944324665121 0.0013103173047290771 0.0010784788924729149
leaf_count=1803 218 119 293 138 351 199
internal_value=0 9.45343e-05 -0.000108364 -0.000226986 -1.89707e-05 -0.000157765
internal_weight=0 0.00473572 0.00394674 0.00291944 0.00350383 0.0023888
internal_count=3121 887 2234 1941 669 550
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=6
num_cat=0
split_feature=15 52 0 47 52
split_gain=1.31324e-05 2.46943e-05 6.89116e-05 7.30206e-05 4.54697e-05
threshold=-0.24436499999999997 0.10744000000000002 0.12113000000000002 0.077555000000000013 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00018581201393302947 -7.0525058481254229e-05 0.00022194754689192477 -0.00055816747211528527 -0.00032065922872144304 0.00039280417605394894
leaf_weight=0.0011682440712001045 0.0015232822658460853 0.0011724526716645617 0.0010032776554725707 0.0017323682376354631 0.0017497139111427907
leaf_count=253 615 483 123 346 1301
internal_value=0 -3.83519e-05 -8.91435e-05 4.86788e-06 0.000177167
internal_weight=0 0.00718109 0.00600864 0.00500536 0.003273
internal_count=3121 2868 2385 2262 1916
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=6
num_cat=0
split_feature=51 160 12 49 0
split_gain=1.03213e-05 2.14535e-05 2.79698e-05 3.96947e-05 4.36346e-05
threshold=0.08955500000000001 -0.063384999999999983 -1.0000000180025095e-35 -0.039339999999999993 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.013841419459482926 -0.0087213509598646939 -0.016168255185008994 0.019016146151802794 0.007036689840892874 -0.016271039150652755
leaf_weight=0.0011633829135564962 0.0011552935976935439 0.001005829222437059 0.001074008565870972 0.0018384614259362815 0.0014263981812553195
leaf_count=651 409 299 159 1357 246
internal_value=0 0.00153526 -0.00114343 0.0023396 -0.00314632
internal_weight=0 0.00650808 0.0053447 0.00433887 0.00326486
internal_count=3121 2712 2061 1762 1603
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=6
num_cat=0
split_feature=0 13 2 43 3
split_gain=1.17462e-05 2.67955e-05 3.2046e-05 4.2651e-05 1.41393e-05
threshold=-0.019414999999999998 -0.084034999999999985 0.11215000000000001 -1.0000000180025095e-35 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0083778151771687868 -0.0025949504345082115 -0.017165352826074731 -0.021749954597335499 0.0090227006463848899 0.012771263853904808
leaf_weight=0.0015467258552196417 0.0011011433682825283 0.0010259038494286688 0.0010841257504957094 0.0015792343419658659 0.0013126501010379136
leaf_count=863 164 1140 297 456 201
internal_value=0 -0.00267047 -0.00730247 -0.00129016 0.00576138
internal_weight=0 0.00523599 0.00368926 0.00260514 0.00241379
internal_count=3121 2756 1893 1596 365
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.16892e-05 3.09899e-05 4.23002e-05 5.01589e-05 3.22113e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0077149999999999988 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01232696306153969 0.0081392063806197523 -0.017875793748720645 -0.011734318383684553 0.027402499667659275 0.0048996355883090372
leaf_weight=0.0015939209543913094 0.0014305915098805824 0.0010142563884203617 0.0010042822947556977 0.0011168805258146533 0.0014777518130208848
leaf_count=1067 279 414 330 486 545
internal_value=0 -0.00188778 0.00123497 0.0072414 0.0145862
internal_weight=0 0.00620709 0.00519284 0.00359891 0.00259463
internal_count=3121 2842 2428 1361 1031
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=6
num_cat=0
split_feature=40 4 16 1 1
split_gain=1.07035e-05 2.83728e-05 5.80393e-05 5.47935e-05 7.09643e-05
threshold=-0.013874999999999998 -0.10429499999999998 -0.008904999999999998 0.11212500000000002 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0092723246263931875 -0.01321994009062657 -0.013705337467264642 0.018921246888738145 -0.02031241486929853 0.02278047560588151
leaf_weight=0.0010685880301581612 0.0015748792108502318 0.0010259665074777338 0.0014624594719403108 0.0013802649548778773 0.0011096269758203109
leaf_count=329 322 1382 723 195 170
internal_value=0 -0.00152111 0.00217978 -0.00478401 0.00525222
internal_weight=0 0.0065532 0.00497832 0.00351586 0.00213559
internal_count=3121 2792 2470 1747 1552
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=7
num_cat=0
split_feature=159 3 39 3 0 15
split_gain=5.28799e-05 4.58279e-05 3.14703e-05 5.31537e-05 6.42273e-05 4.93357e-05
threshold=-1.0000000180025095e-35 0.13524500000000003 0.0046100000000000004 -0.10023499999999998 -0.11013499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00043064292042795045 0.00038043172401605499 0.00037205600787768039 0.00028424685975338631 -4.6192818538676761e-05 -0.00064786150146862813 -0.0001604522486313501
leaf_weight=0.0010112649093511799 0.0013645988163118975 0.0013676832265822466 0.001080500289110612 0.0019166119010768873 0.0010590402159774838 0.0012352570763068521
leaf_count=509 154 174 314 208 1533 229
internal_value=0 4.51507e-05 -2.20221e-05 -8.13752e-05 -0.000260328 0.000123444
internal_weight=0 0.00802369 0.00665601 0.00557551 0.00297565 0.00259986
internal_count=3121 2612 2438 2124 1741 383
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=7
num_cat=0
split_feature=0 13 47 15 0 4
split_gain=2.8256e-05 3.56341e-05 5.03944e-05 5.08985e-05 7.20356e-05 2.58681e-05
threshold=-0.019414999999999998 -0.15078499999999997 0.092530000000000015 -0.095244999999999982 -0.11242999999999999 -0.46376499999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00025902257972906095 -7.5760050410017326e-05 0.00028176425862297774 -0.0004728309112010991 0.000115611823922834 -0.00059059542890347368 0.0003205715429216251
leaf_weight=0.001055992925436379 0.0010048175786191238 0.0013481946543249515 0.0012773082829414454 0.0012418988664396331 0.0010044712464349868 0.0017117417815507218
leaf_count=198 169 333 281 193 1751 196
internal_value=0 -6.75133e-05 -0.000138291 -1.9414e-05 -0.000200171 0.000173974
internal_weight=0 0.00592787 0.00487187 0.00359456 0.00224637 0.00271656
internal_count=3121 2756 2558 2277 1944 365
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=6
num_cat=0
split_feature=0 51 4 3 0
split_gain=1.14035e-05 2.44514e-05 3.03508e-05 3.06885e-05 1.38319e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.36766000000000004 0.090900000000000009 0.12113000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.016626282157072101 0.013072860318973265 -0.011709349763339795 0.01592869332447671 0.0083601848472340395 -0.0020751580600180809
leaf_weight=0.0010077648520601546 0.0012351782007392464 0.00198682345247747 0.0010000445964267746 0.0012358163591292652 0.0011773903372090423
leaf_count=435 221 1940 229 152 144
internal_value=0 -0.00263051 0.000709654 -0.00401309 0.00568027
internal_weight=0 0.00523045 0.00422268 0.00322264 0.00241257
internal_count=3121 2756 2321 2092 365
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=7
num_cat=0
split_feature=2 15 52 4 3 0
split_gain=2.26918e-05 3.47087e-05 4.869e-05 2.89438e-05 6.53347e-05 1.91237e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.077655000000000016 -0.033174999999999989 0.090900000000000009 -0.026509999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.00026169808114498975 0.00027811946126293861 -0.00044796046128564202 0.00033063943862589616 -0.00035340438403432429 0.00023958657526075528 -3.7558436623831256e-05
leaf_weight=0.0011214359373206417 0.0011419644423836849 0.0013757468482708695 0.0010867068380116111 0.001692782099517134 0.0012358756047188479 0.0010826448946227691
leaf_count=199 278 724 848 871 133 68
internal_value=0 -3.70509e-05 -9.26467e-05 -0.000213367 -0.000103166 0.000146885
internal_weight=0 0.00761572 0.00647376 0.0043044 0.00292866 0.00216935
internal_count=3121 2922 2644 1728 1004 916
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=6
num_cat=0
split_feature=13 52 2 13 4
split_gain=1.07463e-05 2.05382e-05 4.25403e-05 3.74559e-05 3.36063e-05
threshold=0.11217000000000001 -0.087769999999999987 0.11704500000000001 -0.11122999999999998 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0146160333774909 0.0073038650458921248 0.021845067191707007 -0.01738243922848106 0.013076551397774725 -0.008828259637633536
leaf_weight=0.0010537874152055978 0.0015925355104183204 0.0010302655552549872 0.0010286535203522414 0.0011464159698541185 0.0018002223792376285
leaf_count=633 217 144 281 1315 531
internal_value=0 -0.00192729 0.000743983 0.00543251 -0.000305997
internal_weight=0 0.00605934 0.00500556 0.0039769 0.00294664
internal_count=3121 2904 2271 1990 1846
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=6
num_cat=0
split_feature=1 12 2 12 1
split_gain=3.44582e-05 5.16261e-05 5.03927e-05 9.19139e-05 6.29869e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 0.085440000000000016 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00025103645196265247 0.00025793764037987968 -0.00043185329609893666 -0.00025850193701868292 0.00061784039867824974 0.00032187676097339407
leaf_weight=0.0018581329496963018 0.0016575486656559956 0.0011737479016165177 0.0019001654194032392 0.0011192882609893737 0.0011564903231018548
leaf_count=1067 279 414 417 770 174
internal_value=0 -5.55998e-05 1.7589e-05 0.000137117 -3.89148e-05
internal_weight=0 0.00720782 0.00603408 0.00417594 0.00305666
internal_count=3121 2842 2428 1361 591
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=6
num_cat=0
split_feature=160 1 4 0 0
split_gain=1.92338e-05 3.43166e-05 7.60042e-05 4.62074e-05 9.66855e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.080924999999999983 -0.053834999999999994 -0.15931499999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.00017236354864502809 0.00017034382707553931 -0.00010686728885962963 -0.00047578637780329008 -0.00016509213060054029 0.00063919891888447394
leaf_weight=0.0018753974779066587 0.0016111743357538223 0.0011906596751808194 0.0012375608261408896 0.0010985653065023623 0.0015208780679220415
leaf_count=970 537 114 912 255 333
internal_value=0 5.24379e-05 -0.000110351 0.000174152 0.000311595
internal_weight=0 0.00665884 0.00284874 0.0038101 0.00271154
internal_count=3121 2151 1449 702 447
is_linear=0
shrinkage=0.00196078


Tree=7331
num_leaves=6
num_cat=0
split_feature=1 12 2 12 1
split_gain=1.08745e-05 2.73084e-05 3.22346e-05 4.56293e-05 4.8545e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 0.082480000000000012 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010681075975123137 0.0078325296156170794 -0.016795988442735148 -0.012151672932876849 0.023638517984841956 0.016117174509632567
leaf_weight=0.0016043969688619431 0.0014402963541306031 0.0010173229632945485 0.0015335740145869031 0.0010733517823210714 0.0010059493251210572
leaf_count=1067 279 414 294 893 174
internal_value=0 -0.00180824 0.00111425 0.00635229 -0.000953891
internal_weight=0 0.0062346 0.00521727 0.00361288 0.00253952
internal_count=3121 2842 2428 1361 468
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=6
num_cat=0
split_feature=52 3 3 1 15
split_gain=1.04485e-05 3.14846e-05 3.89442e-05 5.44766e-05 3.72641e-05
threshold=0.10744000000000002 0.12178000000000001 -0.13309499999999996 0.10439500000000002 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012608022340747024 0.0082587602700173492 -0.016844510393491455 -0.016164744844163147 0.02183145022102554 0.0090213709561130714
leaf_weight=0.0014119588330131346 0.001276949538131387 0.0011237019333421149 0.001092174479284043 0.0014833036748893068 0.0012711659950661214
leaf_count=268 553 171 887 310 932
internal_value=0 -0.0016506 0.00159617 0.00680999 -0.00261793
internal_weight=0 0.0063823 0.0052586 0.00384664 0.00236334
internal_count=3121 2568 2397 2129 1819
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=7
num_cat=0
split_feature=2 2 15 1 3 3
split_gain=1.80671e-05 2.95403e-05 1.94825e-05 6.32617e-05 9.28235e-05 7.33851e-06
threshold=-1.0000000180025095e-35 0.073895000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.083060000000000009 0.11924500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.00024298118816268609 -0.00029810708663869354 -0.00023298528604317632 -0.00020715859869971322 0.0007033103515302788 0.0001116209294440351 -0.00012336378823375629
leaf_weight=0.0010255091423975061 0.001338413425997575 0.0016387760058755897 0.001128788257150435 0.0010939437514754162 0.0010351559804296223 0.0010090236191420041
leaf_count=199 541 844 911 332 142 152
internal_value=0 -3.50892e-05 2.45189e-05 7.92647e-05 0.000242326 -4.36943e-06
internal_weight=0 0.0072441 0.00590569 0.0047769 0.00313812 0.00204418
internal_count=3121 2922 2381 1470 626 294
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=6
num_cat=0
split_feature=52 52 4 2 0
split_gain=1.10557e-05 2.22054e-05 3.1599e-05 2.10881e-05 7.19813e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 0.11215000000000001 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015497064875741963 -0.0094475905078207616 0.014181957204091955 0.019937841775824042 -0.0084485249827485412 -0.011265231471402147
leaf_weight=0.0011953382552421978 0.0010659256608991901 0.0011458781401746162 0.001822547534636741 0.001180543763013628 0.0012438810368323458
leaf_count=666 501 562 266 345 781
internal_value=0 0.00152967 -0.00113427 0.00290824 0.00728048
internal_weight=0 0.00658819 0.00544231 0.00424697 0.00306643
internal_count=3121 2620 2058 1392 1047
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=6
num_cat=0
split_feature=2 13 49 13 0
split_gain=1.91276e-05 2.61716e-05 4.81843e-05 3.21558e-05 4.60688e-05
threshold=-1.0000000180025095e-35 -0.15416999999999995 0.0043850000000000009 0.11217000000000001 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00024939754741726814 0.00020393412592799336 -6.6072435917043551e-05 0.00028836883200161366 9.6116921228638267e-05 -0.00051309949414966513
leaf_weight=0.0010572245390126954 0.0014433220529885289 0.0019582011722117255 0.0010579468842274913 0.0012573876653768183 0.0016192587415375485
leaf_count=199 193 237 611 165 1716
internal_value=0 -3.27075e-05 -9.06682e-05 -0.000173608 -0.000268409
internal_weight=0 0.00733612 0.00589279 0.00483485 0.00357746
internal_count=3121 2922 2729 2118 1953
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.23657e-05 3.1588e-05 4.30954e-05 4.52262e-05 4.16037e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0082500805218895159 0.0092846905382689606 0.004235542554152808 -0.021395359004398554 -0.017117818866986677 0.013279244202396937
leaf_weight=0.0014695183256934231 0.0017803959590828493 0.0010342174650519809 0.0013478093351217751 0.0010197572925819739 0.0010010200468923494
leaf_count=303 843 232 1422 167 154
internal_value=0 -0.00195517 -0.00650032 7.11101e-05 0.00868364
internal_weight=0 0.0061832 0.0044028 0.00305499 0.00203524
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=6
num_cat=0
split_feature=1 15 42 49 0
split_gain=3.22731e-05 4.33086e-05 5.55864e-05 3.16812e-05 4.56918e-05
threshold=0.12500000000000003 -0.15914499999999995 0.088465000000000002 -0.0060549999999999988 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00030835448174988651 0.00025235389814271084 -0.00024289351261986005 -0.00051872129401875941 0.00036474133377955816 -0.00011576266188090807
leaf_weight=0.0010776276973035771 0.0016415339167838517 0.0017112083827872273 0.0010910187441001747 0.0013272361476950306 0.0017829742165011617
leaf_count=191 279 438 800 680 733
internal_value=0 -5.31595e-05 -0.000119051 -2.8611e-05 8.92853e-05
internal_weight=0 0.00699007 0.00591244 0.00482142 0.00311021
internal_count=3121 2842 2651 1851 1413
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.19166e-05 2.70691e-05 3.93489e-05 2.32223e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019070566927372815 0.0082115691842484084 -0.012111478911237495 0.0038841266862886326 -0.01315283164866312
leaf_weight=0.0010675692647924067 0.0014379903085212789 0.0018288100198417725 0.001980707004411116 0.0013422058945670979
leaf_count=253 279 1443 900 246
internal_value=0 -0.00188943 0.00236846 -0.00299752
internal_weight=0 0.00621929 0.00439048 0.00332291
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=1.01374e-05 2.20183e-05 3.06134e-05 3.93498e-05 1.63729e-05
threshold=0.27287000000000006 0.098655000000000007 0.10981000000000002 0.090935000000000016 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014654966006493407 0.0067715987389861667 -0.014322180334647411 0.015208348593542729 -0.015250071695636101 -0.0033336151063095374
leaf_weight=0.001024123418934068 0.0017176990377684364 0.0011580289068269852 0.0011568084443216746 0.0015909025067536546 0.0010000728731111106
leaf_count=201 352 195 352 612 1409
internal_value=0 -0.00195265 0.00104914 -0.00348171 0.00576754
internal_weight=0 0.00592994 0.00477191 0.0036151 0.0020242
internal_count=3121 2769 2574 2222 1610
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=6
num_cat=0
split_feature=160 16 0 12 2
split_gain=1.00057e-05 2.89301e-05 5.21833e-05 4.06455e-05 3.63683e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.085955000000000018 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0067828017522273817 -0.0077001757572334895 -0.019940231396527175 0.031894823814419368 0.004779637524815643 0.0051111508183727134
leaf_weight=0.0016903805502029847 0.0013884117559221903 0.0011024127228568183 0.0010055622675321061 0.0012278626547310577 0.0012217493802387756
leaf_count=970 137 447 394 798 375
internal_value=0 0.00193611 0.00752379 0.0169878 -0.00677139
internal_weight=0 0.005946 0.00362184 0.00223342 0.00232416
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=7
num_cat=0
split_feature=3 3 0 0 0 3
split_gain=1.9282e-05 3.59253e-05 3.93436e-05 3.76754e-05 3.70403e-05 2.37818e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.23001499999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4
right_child=-2 4 5 -5 -6 -7
leaf_value=8.9271863044067411e-05 0.00021109465196138724 -5.5500882510355926e-06 2.5388793108007903e-05 -0.00040804873981928178 -0.00052890872286879306 0.00040617813784081964
leaf_weight=0.0013073204657517903 0.001363881577633585 0.0010711405158045917 0.0012442052962049477 0.0010609441538483272 0.0010103092492151624 0.0012785554832183397
leaf_count=302 192 104 172 1949 124 278
internal_value=0 -4.38304e-05 4.79859e-05 -0.00013352 -0.000259582 0.000218376
internal_weight=0 0.00697248 0.00489103 0.00236826 0.00208145 0.00252276
internal_count=3121 2929 2701 2251 228 450
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=6
num_cat=0
split_feature=43 3 16 2 3
split_gain=1.93789e-05 4.76549e-05 2.03342e-05 2.9719e-05 4.7705e-05
threshold=-0.04890499999999999 -0.075944999999999985 0.071345000000000006 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-7.6996420996693622e-05 -0.00022432708079837002 0.00044031201022765991 -0.00031436864922360449 0.00030456213300670952 -0.00022352032999064763
leaf_weight=0.0017470486950033808 0.0016370183621202236 0.0011258620104964031 0.0010782952942514426 0.0017663628252912347 0.0010478423189678463
leaf_count=1013 806 442 261 449 150
internal_value=0 0.000125731 -7.27833e-05 -1.426e-05 0.000107936
internal_weight=0 0.00287291 0.00552952 0.00445122 0.00281421
internal_count=3121 1455 1666 1405 599
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=6
num_cat=0
split_feature=43 3 13 2 3
split_gain=1.05034e-05 4.27284e-05 1.8366e-05 2.62302e-05 3.46456e-05
threshold=-0.052894999999999991 -0.075944999999999985 -0.10664 0.11215000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0049749047769084773 0.0069158431023640058 0.02137797600586135 -0.014757543026093403 -0.019373131825420335 0.0090459947627973651
leaf_weight=0.001598958488790644 0.0014342191718717937 0.001000084678252034 0.0010456797474953186 0.0010958214818653287 0.0014724774234144999
leaf_count=1005 259 430 999 220 208
internal_value=0 0.00516541 -0.00265883 -0.00645857 -0.000838566
internal_weight=0 0.00259904 0.0050482 0.00361398 0.00251816
internal_count=3121 1435 1686 1427 1207
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=1.82294e-05 4.5592e-05 5.01498e-05 3.04427e-05 4.78044e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 -0.061684999999999997 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00033105865312801371 0.00016917588080835445 -0.00049066756532086366 0.00017034839607071354 -0.00040304681342024018 0.00012801090536727395
leaf_weight=0.0010251526375556225 0.0019009797802123597 0.001115369772240229 0.0018071223694970688 0.0014257779629396809 0.0012003485672422924
leaf_count=456 352 154 1034 925 200
internal_value=0 -4.88376e-05 -0.000119027 -2.55247e-05 -0.000160311
internal_weight=0 0.00657377 0.00554862 0.00443325 0.00262613
internal_count=3121 2769 2313 2159 1125
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=7
num_cat=0
split_feature=2 48 2 0 4 15
split_gain=2.75503e-05 4.6696e-05 7.5583e-05 3.36771e-05 6.30096e-05 5.92577e-05
threshold=0.11510000000000002 0.091150000000000023 0.10097500000000002 -0.060129999999999996 0.053180000000000012 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.00045558847827428334 0.00021580612619097941 0.00031552373961796475 -0.00053611188085193884 -0.00016440985531170928 0.00019793008916693601 0.00047515435124943089
leaf_weight=0.0013068307090979454 0.0017782879828396733 0.0010879434393545597 0.0013387939054827136 0.0010784711111860006 0.0010022274832081064 0.0011518467062610871
leaf_count=1609 459 275 331 99 217 131
internal_value=0 -5.76338e-05 -0.000126699 -5.95067e-06 -0.000171934 0.000165893
internal_weight=0 0.00696611 0.00587817 0.00453938 0.00230906 0.00223032
internal_count=3121 2662 2387 2056 1826 230
is_linear=0
shrinkage=0.00196078


Tree=7346
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=2.06011e-05 3.15106e-05 5.39827e-05 3.43083e-05 3.87294e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00026977306362681579 0.00018226888279258187 -0.00048942789010603582 0.00011857980351838118 0.00022185418121470436 -0.00033865243862597923
leaf_weight=0.0010225438017235633 0.0019547911621965791 0.0011207865976401851 0.0012789800655069981 0.0016009445943152411 0.0016073378619764749
leaf_count=451 352 158 491 285 1384
internal_value=0 -4.67803e-05 -0.000104499 -8.35508e-06 -0.000136045
internal_weight=0 0.00663059 0.00560805 0.00448726 0.00288632
internal_count=3121 2769 2318 2160 1875
is_linear=0
shrinkage=0.00196078


Tree=7347
num_leaves=6
num_cat=0
split_feature=3 3 12 4 0
split_gain=2.14995e-05 3.38298e-05 4.99586e-05 4.87026e-05 3.02273e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 0.09173000000000002 -0.23001499999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0002990909123430085 0.00021759143426879272 -2.7966178753409924e-05 -0.00035388852452424566 0.00013113474980692416 -0.00049366232267477358
leaf_weight=0.0018362359815803199 0.0014191707481507913 0.0011108422568792964 0.0015636912991030404 0.0016211493136358683 0.0010352676049955037
leaf_count=458 192 104 2029 214 124
internal_value=0 -4.65623e-05 4.15086e-05 -0.000107002 -0.000252615
internal_weight=0 0.00716719 0.00502108 0.00318484 0.00214611
internal_count=3121 2929 2701 2243 228
is_linear=0
shrinkage=0.00196078


Tree=7348
num_leaves=7
num_cat=0
split_feature=4 15 151 15 15 1
split_gain=1.79685e-05 5.39466e-05 3.77928e-05 5.28155e-05 4.64127e-05 6.14199e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.055554999999999993 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00027461302241820802 0.00039938605754718615 -0.00017419264931455312 -0.00051484768930739851 -0.00012291914642410714 -0.00035191951647791465 0.00049910585873359813
leaf_weight=0.0010930957677491842 0.0014136831315963462 0.0011378568594492321 0.0010622256729536949 0.0015096620380181582 0.0011122424094931476 0.0010244830114149676
leaf_count=463 266 160 674 164 1157 237
internal_value=0 0.000143599 -5.38405e-05 -0.00013009 -1.80071e-05 0.000128548
internal_weight=0 0.00255154 0.00580171 0.00470861 0.00364639 0.00253415
internal_count=3121 426 2695 2232 1558 401
is_linear=0
shrinkage=0.00196078


Tree=7349
num_leaves=6
num_cat=0
split_feature=15 151 48 12 4
split_gain=1.15411e-05 2.1569e-05 2.7317e-05 4.57366e-05 2.50856e-05
threshold=-0.24436499999999997 -0.016164999999999995 0.091545000000000015 0.090455000000000021 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0095964986745732013 0.00960899530151859 -0.0069975728101481713 0.0094664192824738223 0.0046936582743209773 -0.02705758903387789
leaf_weight=0.0010790665631176428 0.0013725648079858047 0.0012832111163591582 0.0011101497556505269 0.0016555905595323512 0.0012123750124777405
leaf_count=253 522 899 244 893 310
internal_value=0 -0.00155481 -0.0044672 -0.00819347 -0.0167429
internal_weight=0 0.00663389 0.00526133 0.00415118 0.00249559
internal_count=3121 2868 2346 2102 1209
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=6
num_cat=0
split_feature=13 3 48 42 4
split_gain=2.29696e-05 4.5491e-05 5.87238e-05 5.07804e-05 4.37076e-05
threshold=-0.15078499999999997 0.11296500000000002 0.088875000000000023 0.075730000000000006 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00021152565949656191 -0.00015981569335366764 -0.00040857178524942499 0.0004415483805450358 -0.00035966478680493836 0.00029676729003128965
leaf_weight=0.0015641988607028113 0.0016102531339243203 0.0011458339664573436 0.0010384255514013542 0.0015874653905786854 0.0016140605901899087
leaf_count=230 916 100 350 1288 237
internal_value=0 -5.1306e-05 1.86688e-05 -7.25924e-05 6.87454e-05
internal_weight=0 0.00699604 0.0058502 0.00481178 0.00322431
internal_count=3121 2891 2791 2441 1153
is_linear=0
shrinkage=0.00196078


Tree=7351
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.04206e-05 2.5872e-05 3.26803e-05 4.27784e-05 2.79545e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0077149999999999988 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010814224657340554 0.0076490835468904193 -0.016316896837402364 -0.011049445064166739 0.025034335096802154 0.0041530456009413828
leaf_weight=0.0016055105844509027 0.001447153656016326 0.0010225257686977971 0.0010211333834136472 0.0011198861161400187 0.0014996271747846875
leaf_count=1067 279 414 330 486 545
internal_value=0 -0.0017653 0.00107094 0.00631225 0.0130801
internal_weight=0 0.00626868 0.00524616 0.00364065 0.00261951
internal_count=3121 2842 2428 1361 1031
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.02261e-05 2.86498e-05 3.66793e-05 5.17101e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0074565893823375987 0.0089115918720067758 -0.012734941568196156 -0.020148422292948776 0.01300858917746067
leaf_weight=0.0014850300670460536 0.0017863418114078813 0.0016026864931940785 0.0013079937275084978 0.0015205125349289173
leaf_count=303 843 789 295 891
internal_value=0 -0.00177969 -0.00608965 -0.000201843
internal_weight=0 0.00621753 0.00443119 0.0031232
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=7353
num_leaves=6
num_cat=0
split_feature=13 1 43 47 52
split_gain=2.10493e-05 2.20381e-05 3.13926e-05 5.88763e-05 3.77278e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00025574215060224329 0.00019315489790092263 0.00030479567994962868 -0.00012146996048177465 -0.00043053889245557239 0.00034384991443598995
leaf_weight=0.0015413229344699002 0.001717540078896373 0.0011011475710183878 0.0014689284228079438 0.001204605679364324 0.0012315821014761555
leaf_count=1500 217 445 318 200 441
internal_value=0 -5.07266e-05 1.23933e-05 -7.0057e-05 9.07416e-05
internal_weight=0 0.00654759 0.00500626 0.00390512 0.00270051
internal_count=3121 2904 1404 959 759
is_linear=0
shrinkage=0.00196078


Tree=7354
num_leaves=5
num_cat=0
split_feature=13 43 0 52
split_gain=1.18653e-05 1.95e-05 3.29399e-05 2.34164e-05
threshold=0.11217000000000001 -0.067199999999999996 -0.10151999999999999 -0.0064899999999999992
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0077844099798254993 0.0076296299448129533 -0.0093255518459753987 -0.01598749306588141 0.009205429543067226
leaf_weight=0.0015218502772613371 0.0016118806181761201 0.0011722934568990043 0.0017647967763646205 0.0016301089327418155
leaf_count=1171 217 155 1302 276
internal_value=0 -0.0020191 -0.00528576 0.0014536
internal_weight=0 0.00608905 0.0045672 0.0028024
internal_count=3121 2904 1733 431
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=7
num_cat=0
split_feature=13 3 2 3 1 42
split_gain=2.21178e-05 3.84499e-05 3.94953e-05 3.5994e-05 5.45667e-05 3.37576e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10222000000000002 -0.077774999999999983 0.094385000000000011 0.075730000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00025390085524639068 -1.9198022797623376e-05 -0.00036375590088964495 0.00029223722307346859 -0.00017229627822669126 0.00042341150460044547 -0.00048403116935400131
leaf_weight=0.0011597148702820886 0.0012997833328842359 0.0011695175340680208 0.0015766460870164974 0.0012659693677936042 0.0011091135030628788 0.0011167627356124883
leaf_count=169 641 100 631 415 256 909
internal_value=0 -3.69705e-05 2.30428e-05 -6.55334e-05 0.000105887 -0.000234012
internal_weight=0 0.00753779 0.00636828 0.00479163 0.00237508 0.00241655
internal_count=3121 2952 2852 2221 671 1550
is_linear=0
shrinkage=0.00196078


Tree=7356
num_leaves=7
num_cat=0
split_feature=15 52 52 52 2 15
split_gain=1.99685e-05 4.09453e-05 5.46359e-05 3.60462e-05 7.45892e-05 5.84873e-05
threshold=0.079055000000000014 -0.049749999999999996 -0.088204999999999992 0.10744000000000002 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=1.1491454184922965e-06 -0.00025615198169420188 -0.00023349071215635238 0.00059151346375525393 0.00020879519056329066 -0.00047776869204094739 0.0004083501638368501
leaf_weight=0.0014660970467352042 0.0010104721446444883 0.0011304940324153743 0.0010234035085264419 0.0013869154620807156 0.001630049437291288 0.0010554489635576205
leaf_count=599 1143 303 244 319 261 252
internal_value=0 3.70325e-05 0.000243841 -6.19216e-05 -0.000160313 7.64123e-05
internal_weight=0 0.00769241 0.0024895 0.00520291 0.00381599 0.00218594
internal_count=3121 1978 843 1135 816 555
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=7
num_cat=0
split_feature=159 15 16 52 49 4
split_gain=4.52375e-05 3.14446e-05 4.72437e-05 6.93168e-05 4.56648e-05 7.90972e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 1.0000000180025095e-35 -0.048674999999999989 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00039004084170749193 0.0003078080573538894 -0.00039414713283956256 0.00023634070159448268 0.00040415024797473795 -0.00051863542825755836 0.00017949924043737225
leaf_weight=0.0010310171646647761 0.0014475080431331309 0.0010422759571545427 0.0011771197598743361 0.0015979352352539201 0.0015086958325536343 0.001063948292857589
leaf_count=509 321 201 277 657 990 166
internal_value=0 4.68603e-05 -1.22517e-05 6.21804e-05 -8.35476e-05 -0.000229913
internal_weight=0 0.00783748 0.00638998 0.0053477 0.00374976 0.00257264
internal_count=3121 2612 2291 2090 1433 1156
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=7
num_cat=0
split_feature=0 160 1 0 2 15
split_gain=1.07168e-05 3.25355e-05 4.46747e-05 8.67028e-05 3.1071e-05 2.0803e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2
right_child=4 2 3 -5 -6 -7
leaf_value=-0.017992051769084735 0.0012248674005908341 -0.014566730129098851 -0.010779103487888835 0.027915065618835506 -0.010034481189032282 0.020818911144999619
leaf_weight=0.0011106614346215781 0.0010635731940357262 0.0011365711776044462 0.0010980424785313365 0.0012252625739684175 0.0010091059038408604 0.0011045940383270854
leaf_count=821 121 1291 114 322 311 141
internal_value=0 -0.00310069 0.00167961 0.00962739 0.00446085 0.0112072
internal_weight=0 0.00457054 0.00345988 0.00232331 0.00317727 0.00216817
internal_count=3121 2548 1727 436 573 262
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=7
num_cat=0
split_feature=52 16 3 2 2 2
split_gain=1.03554e-05 2.0601e-05 6.04596e-05 4.85499e-05 4.69121e-05 8.5199e-06
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.084055000000000005 0.096540000000000015 0.10672500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=-0.023622115318906886 -0.0091085947178869888 -0.0059181064956186843 0.019943286063876967 0.0012103562848964017 0.022825966296010598 -0.011465163736224936
leaf_weight=0.0010378142218292739 0.0010742130299165537 0.0010804972404014914 0.0012160751345385644 0.0010619476094691738 0.0011965812894314302 0.0010591649907955474
leaf_count=147 501 307 569 982 358 257
internal_value=0 0.00147287 -0.00254194 0.00401367 0.00918661 -0.00511909
internal_weight=0 0.00665208 0.004375 0.00333719 0.00227708 0.00212111
internal_count=3121 2620 1955 1808 665 1239
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=7
num_cat=0
split_feature=157 160 52 15 2 15
split_gain=1.46002e-05 7.37849e-05 3.80607e-05 5.28265e-05 6.42438e-05 5.03169e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 0.10327000000000001 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00021431012619025378 -0.00051050963227189947 0.0003604869446543352 0.0003642452182259703 -0.00020445200145033406 -0.00052324976543553466 0.00030240552008370782
leaf_weight=0.0010035653297776189 0.0010847358407208183 0.0010700245793002893 0.0011578599218468972 0.0016913168268312671 0.001146579574754975 0.0013573219256075176
leaf_count=479 644 213 223 371 352 839
internal_value=0 -3.75038e-05 4.23776e-05 -2.84031e-05 -0.000127593 2.12123e-05
internal_weight=0 0.00750784 0.0064231 0.00526524 0.00419522 0.00304864
internal_count=3121 2642 1998 1775 1562 1210
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=6
num_cat=0
split_feature=457 1 4 12 2
split_gain=2.20744e-05 4.94839e-05 5.02907e-05 3.35341e-05 2.36624e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.051320000000000005 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.00013216133280669745 0.00023807251985348779 0.00038616124910008154 -0.00041165660417396915 -4.696199137384261e-05 -0.0002429720296190881
leaf_weight=0.0018169624193328702 0.0012100485990234706 0.0013276239476174511 0.0019367700890499679 0.0014248622115789768 0.001003513492570897
leaf_count=1469 289 297 634 157 275
internal_value=0 -4.73006e-05 -0.00016837 0.000161949 -1.30954e-06
internal_weight=0 0.00750973 0.00475725 0.00275249 0.00282048
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=7
num_cat=0
split_feature=3 0 2 16 16 4
split_gain=1.90245e-05 2.84074e-05 7.82884e-05 5.517e-05 2.26912e-05 4.94049e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.004174999999999999 -0.27167499999999994 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0001842807758155925 -0.00030438915566304264 -0.00060836352376145186 0.00013946120097978496 0.00043606112066308815 -0.00025714836262956105 0.00030318597604221486
leaf_weight=0.001625052483722079 0.0011668988386820353 0.0010866005352075645 0.0010664567987089739 0.0010248006036977127 0.0011868175316968419 0.0012339872132631432
leaf_count=303 285 156 205 555 1383 234
internal_value=0 -5.19831e-05 -0.000237949 3.48236e-05 -7.97869e-05 2.84779e-05
internal_weight=0 0.00676556 0.00215306 0.0046125 0.0035877 0.0024208
internal_count=3121 2818 361 2457 1902 1617
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=6
num_cat=0
split_feature=4 0 3 3 15
split_gain=1.32799e-05 2.09407e-05 4.08136e-05 2.67451e-05 1.89157e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998 -0.09095499999999998
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0066901501035932995 0.0076614879605087748 0.012873512150822523 0.0058842729968439011 -0.0077419917034708234 -0.026022030383056172
leaf_weight=0.0010027730983721928 0.0017449388298951696 0.0015476551028137818 0.0013735061875677496 0.0010605225386284636 0.0010219862019624855
leaf_count=422 352 332 150 139 1726
internal_value=0 -0.00224885 -0.00742166 0.00449095 -0.0164478
internal_weight=0 0.00600644 0.00339827 0.00260818 0.00202476
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=7
num_cat=0
split_feature=2 16 4 2 48 0
split_gain=2.41589e-05 3.47524e-05 2.85107e-05 4.68792e-05 4.60316e-05 7.47751e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 0.083985000000000018 -0.026509999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00027968226892616997 0.00029058432036460538 1.242739390832256e-05 -0.0003392027660318265 0.00030155026244852373 0.00020909265543861373 -0.00066383266576587315
leaf_weight=0.0010385471625605517 0.0010490867433601888 0.0014595996563057281 0.0014216277199323186 0.0012629173227243712 0.0010469918039595818 0.0011041620414357263
leaf_count=199 189 1626 276 351 335 145
internal_value=0 -3.98209e-05 -9.48817e-05 -2.36143e-05 -0.000137346 -0.000278825
internal_weight=0 0.00734439 0.0062953 0.00487367 0.00361075 0.00256376
internal_count=3121 2922 2733 2457 2106 1771
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=7
num_cat=0
split_feature=2 47 52 15 4 16
split_gain=1.70006e-05 3.28677e-05 3.55334e-05 6.40946e-05 4.32291e-05 6.89036e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 -0.088204999999999992 -0.095869999999999983 -0.011209999999999999 0.0039400000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00022853055784690019 -0.00042462567635937918 0.0002209325419212867 -0.00040123760983255477 -0.00043732318174474489 0.00038082176674439242 0.00025101450118486713
leaf_weight=0.0010799009281386171 0.0010668392301740083 0.0015404269067158475 0.0013115959841610925 0.0010247323636902886 0.0013603350396148945 0.0012304865893682574
leaf_count=199 582 243 357 1042 512 186
internal_value=0 -3.45299e-05 -0.000100183 -2.99333e-05 0.000104763 -6.17542e-05
internal_weight=0 0.00753442 0.00599399 0.00492715 0.00361555 0.00225522
internal_count=3121 2922 2679 2097 1740 1228
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=6
num_cat=0
split_feature=4 151 15 15 0
split_gain=1.0828e-05 1.94178e-05 3.16431e-05 3.09913e-05 4.21837e-05
threshold=0.27287000000000006 -0.0096649999999999982 1.0000000180025095e-35 -0.037864999999999989 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010605772150094053 0.0069062743137049409 -0.010379323959419359 -0.019427053989103472 0.022260482873424088 -0.0056303745016019948
leaf_weight=0.0010115365267710985 0.0017497843467882595 0.0017144940987341229 0.0011161353254534748 0.0010316632261091387 0.001143158350394663
leaf_count=469 352 798 1161 217 124
internal_value=0 -0.00203116 -0.00458492 -0.000325604 0.00760012
internal_weight=0 0.00601699 0.00500545 0.00388932 0.00217482
internal_count=3121 2769 2300 1139 341
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=6
num_cat=0
split_feature=52 3 3 1 15
split_gain=1.02573e-05 2.94485e-05 3.85899e-05 7.84539e-05 2.51e-05
threshold=0.10744000000000002 0.11296500000000002 -0.13309499999999996 0.10337500000000001 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01199470098245258 0.0081272187559719954 -0.014565803321486135 -0.014953476811391196 0.026723985362984426 0.0059309524726930555
leaf_weight=0.0014367119712036941 0.0012896470227292739 0.0013849954230735258 0.0010740337265925772 0.0013288073370171282 0.001239744259820535
leaf_count=268 553 201 871 303 925
internal_value=0 -0.00164026 0.0018842 0.00735833 -0.0037634
internal_weight=0 0.00646429 0.0050793 0.00364259 0.00231378
internal_count=3121 2568 2367 2099 1796
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.98494e-05 3.77964e-05 4.96374e-05 5.91753e-05 4.8819e-05 3.35503e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00020400466519660467 0.00020614179229312796 0.00028661260247832022 0.00028588615976070283 -0.00069244540568499046 -0.0001314526370884107 -0.00022778520066320766
leaf_weight=0.0015454256979903671 0.0014555860389538818 0.0011230771704195145 0.0010439850474603454 0.0011829734660431328 0.0012027705226063368 0.0012526097188264266
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -4.44786e-05 -0.000104186 -0.000182744 -0.000409621 1.07033e-05
internal_weight=0 0.00735084 0.00622776 0.00518378 0.00238574 0.00279804
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.00196078


Tree=7369
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.16637e-05 3.09571e-05 2.71136e-05 4.81086e-05 5.54122e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0095444963093038269 -0.011102273011331784 0.015908216635376234 0.016687014832344391 -0.023805732612208891 0.0068707439936478796
leaf_weight=0.0011021179835126989 0.0014961002966779055 0.0013229384788879866 0.001476009411924893 0.0011368684606470711 0.0012215162123468584
leaf_count=862 828 250 340 656 185
internal_value=0 0.00156226 0.00523614 0.000644967 -0.00791697
internal_weight=0 0.00665343 0.00515733 0.00368132 0.00235838
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=7
num_cat=0
split_feature=47 157 16 4 2 16
split_gain=3.87368e-05 3.20953e-05 5.64939e-05 7.88995e-05 4.57004e-05 4.30959e-05
threshold=0.11669500000000001 -0.06266999999999999 -0.15241499999999997 -0.083854999999999985 0.089885000000000007 -0.5315899999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.00037472101193129385 -0.00035720858247966479 -0.00010437378279291126 0.00017519776001184107 -0.0006961944657784962 -0.00014621095669415017 0.00040171694188709023
leaf_weight=0.0010007046960100316 0.0010329503201291562 0.00102651515620291 0.0016953691290733054 0.0010047639714328518 0.0013768542168669999 0.0017493006301184202
leaf_count=454 133 112 532 876 669 345
internal_value=0 4.67014e-05 -1.19878e-06 -0.000148099 -0.00037824 0.000214561
internal_weight=0 0.00785351 0.0068528 0.00407699 0.00238162 0.00277582
internal_count=3121 2988 2534 2077 1545 457
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=6
num_cat=0
split_feature=1 0 4 47 150
split_gain=2.11012e-05 3.69636e-05 3.2734e-05 3.97012e-05 4.87962e-05
threshold=1.0000000180025095e-35 0.10455500000000001 -0.04890499999999999 0.086380000000000012 0.087380000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.00043200167442109525 -0.00026660345871773336 6.9388374679931063e-05 0.00045359585087557551 -0.00011437047181161338 -2.3514048558708231e-05
leaf_weight=0.0010668572554749355 0.0010188324560974852 0.0012024625397685481 0.0018831544241551508 0.0018298570316884052 0.0014655438451118752
leaf_count=1547 570 65 460 267 212
internal_value=0 -0.000166326 5.46721e-05 0.00011788 0.000244791
internal_weight=0 0.00226932 0.00619739 0.00517856 0.0033487
internal_count=3121 1612 1509 939 672
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=7
num_cat=0
split_feature=52 160 3 0 13 1
split_gain=1.13557e-05 2.25041e-05 2.79868e-05 5.76745e-05 3.00042e-05 2.83505e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 -0.059629999999999996 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.014955814621199144 -0.0095179624434424751 -0.013489267951825501 0.010658774502955486 0.02341889470593643 0.00078451280274862637 -0.021817067910041454
leaf_weight=0.0010507908589803593 0.0010829247629727985 0.0013584502515343591 0.0010125139725794168 0.0010442759863714193 0.0011514323213050034 0.0010713962992585941
leaf_count=495 501 236 800 132 816 141
internal_value=0 0.00152006 -0.000984019 0.00298544 -0.0036099 -0.0101094
internal_weight=0 0.00668886 0.00563807 0.00427962 0.00323534 0.00222283
internal_count=3121 2620 2125 1889 1757 957
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=6
num_cat=0
split_feature=4 151 0 47 0
split_gain=1.78771e-05 3.46903e-05 4.82033e-05 2.61647e-05 3.76597e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 0.085270000000000026 -0.055064999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00028156413854940767 0.00016532693544989995 -0.00047717446057667085 0.0001703022570285175 0.00018224381292333247 -0.00029977237199826587
leaf_weight=0.0010197888378512092 0.0018962326250201037 0.0011109086070121817 0.0010177342982816181 0.0015776945879682419 0.0018396773137521266
leaf_count=451 352 158 1563 285 312
internal_value=0 -5.08084e-05 -0.000111924 -2.04362e-05 -0.000132344
internal_weight=0 0.0065658 0.00554601 0.00443511 0.00285741
internal_count=3121 2769 2318 2160 1875
is_linear=0
shrinkage=0.00196078


Tree=7374
num_leaves=6
num_cat=0
split_feature=3 0 43 3 16
split_gain=1.37961e-05 3.63978e-05 4.43087e-05 4.27127e-05 8.40684e-06
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009 -0.08947999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0085892626611283798 0.01894331386687205 -0.013259732120829752 -0.020188805478680641 0.011479203972705259 -0.0014430799644915137
leaf_weight=0.0015021389028880873 0.0012512486905603866 0.0019884333668856984 0.0010120818167171234 0.0010030124619195878 0.0010108082298799295
leaf_count=303 1233 361 961 146 117
internal_value=0 -0.00208136 0.00311543 -0.00342959 0.00499305
internal_weight=0 0.00626558 0.00427715 0.0030259 0.00201382
internal_count=3121 2818 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=7
num_cat=0
split_feature=1 4 47 150 0 0
split_gain=1.42712e-05 3.45799e-05 4.86458e-05 4.46616e-05 5.50631e-05 2.48922e-05
threshold=1.0000000180025095e-35 -0.04890499999999999 0.086380000000000012 0.10635000000000001 -0.14920999999999998 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00035708499392110376 -0.00028319985750987293 0.00010693881532116215 -0.00014315916045432224 -6.6417654387668657e-05 0.00072418933634679913 5.5781692041676386e-05
leaf_weight=0.0010454561983124304 0.0010214776726330411 0.0011182416911977773 0.0018557484113331758 0.001120766846925178 0.0011044240877904512 0.0012126879282670119
leaf_count=1547 570 129 267 121 422 65
internal_value=0 4.662e-05 0.000111419 0.000252721 0.000413645 -0.000135364
internal_weight=0 0.00622066 0.00519918 0.00334343 0.00222267 0.00225814
internal_count=3121 1509 939 672 551 1612
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=6
num_cat=0
split_feature=3 0 43 3 4
split_gain=1.11325e-05 2.95267e-05 3.61622e-05 3.47696e-05 1.31083e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0077091816887401481 0.017123410770745803 -0.011941451951100168 -0.018246346109946132 0.012485081376313614 -0.0036417348570926406
leaf_weight=0.0015036586941568784 0.0012492357892980479 0.0019880037122957028 0.0010098076070025369 0.0010161779941238423 0.0010000430629081743
leaf_count=303 1233 361 961 119 144
internal_value=0 -0.0018726 0.00280943 -0.00309981 0.0044862
internal_weight=0 0.00626327 0.00427526 0.00302603 0.00201622
internal_count=3121 2818 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=7
num_cat=0
split_feature=1 42 13 2 3 0
split_gain=4.36477e-05 7.04362e-05 5.7263e-05 0.000128123 4.72823e-05 3.89068e-05
threshold=0.12500000000000003 0.091465000000000005 -0.036034999999999991 0.097845000000000015 -0.097604999999999983 -0.23001499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.00075331387211382173 0.00028635899307507238 -0.00054467698661128704 0.00043563072943579269 0.0002132235178650515 0.00025869228757966156 -0.00019890493645368005
leaf_weight=0.0010218380192747627 0.0016527331688931694 0.0010195416897563932 0.0014003921255498391 0.0010894970632761242 0.0012505572820447038 0.0016660946319182199
leaf_count=820 279 610 298 157 114 843
internal_value=0 -6.58721e-05 1.00664e-05 -0.000254559 0.000139486 -2.70342e-06
internal_weight=0 0.00744792 0.00642838 0.00211134 0.00431704 0.00291665
internal_count=3121 2842 2232 977 1255 957
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=6
num_cat=0
split_feature=42 49 1 3 12
split_gain=1.12699e-05 2.95236e-05 2.58077e-05 2.45059e-05 5.46221e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.092670000000000016 0.079890000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0024158601230183829 -0.0095962341007824782 0.02758787261988942 -0.019830330445087148 -0.0026931699752798764 -0.00092039409315279358
leaf_weight=0.0010750312161398605 0.0010603868406938392 0.0012349866179247725 0.0010127501283934376 0.0019203717397901316 0.0014745483057365099
leaf_count=434 630 251 142 231 1433
internal_value=0 0.00149688 -0.00837542 0.00594863 0.0120735
internal_weight=0 0.00671769 0.00208778 0.00462991 0.00270953
internal_count=3121 2491 576 1915 1684
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.258e-05 3.14962e-05 4.67858e-05 3.50389e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019881011216331995 0.0084545283733312698 -0.012877596042854432 0.0073042056589875592 -0.013278609202792065
leaf_weight=0.0011620098703260845 0.0014311870379221867 0.0018564060194766422 0.0015847143096690149 0.0017299152506207128
leaf_count=160 279 1443 488 751
internal_value=0 -0.00192639 0.00261494 -0.00343803
internal_weight=0 0.00633305 0.00447664 0.00331463
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=7
num_cat=0
split_feature=159 1 4 52 16 2
split_gain=5.99149e-05 4.82729e-05 5.35647e-05 5.82989e-05 5.47969e-05 5.65314e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 -0.0064149999999999997 0.097070000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00045438958566352519 -0.00050863248516681153 0.00043620046399405149 0.00035517571833226162 6.3495414459831826e-05 0.00030912956319492917 -0.00051435690908482239
leaf_weight=0.0010024768658557512 0.0010486560121717569 0.0010965116208219994 0.0012603406401982204 0.0017101598722789558 0.0014999866980992442 0.0010508743999608702
leaf_count=509 615 216 176 1120 232 253
internal_value=0 5.53463e-05 -8.21689e-06 -9.44742e-05 7.45198e-06 -0.00015644
internal_weight=0 0.00766653 0.00657002 0.00530968 0.00426102 0.00276103
internal_count=3121 2612 2396 2220 1605 1373
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=6
num_cat=0
split_feature=42 160 3 15 12
split_gain=1.17591e-05 3.05603e-05 2.49516e-05 5.33251e-05 4.47531e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 -0.074054999999999996 0.092355000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0096025084177755321 -0.010985897540515162 0.020498464512547294 0.01352667706946171 -0.018368658574493626 -0.004350504456498195
leaf_weight=0.0010983297906394414 0.0015030651783393117 0.0018898325878960486 0.0010008291104642562 0.0011006133743574681 0.0011756679498603022
leaf_count=862 828 756 133 123 419
internal_value=0 0.00156409 0.00521489 -0.00317825 0.0109685
internal_weight=0 0.00667001 0.00516694 0.00210144 0.0030655
internal_count=3121 2259 1431 256 1175
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.15762e-05 2.2596e-05 3.05146e-05 6.44245e-05
threshold=0.13524500000000003 0.083060000000000009 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011705153771930739 0.008705215690158195 -0.010796601752616297 -0.022600700854922471 0.0089383468140350024
leaf_weight=0.0019197770173574559 0.0012730280162080989 0.001928685219118942 0.0011524313020192963 0.0014787091500222274
leaf_count=652 192 228 1838 211
internal_value=0 -0.00172549 0.00211886 -0.00487566
internal_weight=0 0.0064796 0.00455092 0.00263114
internal_count=3121 2929 2701 2049
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=7
num_cat=0
split_feature=42 49 2 1 15 0
split_gain=1.48158e-05 2.78051e-05 2.71465e-05 2.66849e-05 3.70034e-05 2.29623e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.037864999999999989 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00038268917988646881 -0.00021270955589518427 -0.00027594578555769852 5.1046075868149232e-05 0.0003351084532733232 0.00037658578342110433 -1.2316371583404475e-05
leaf_weight=0.0010496318147348591 0.0011343583700827572 0.0011194474967304983 0.0011767632182865728 0.0014404234791222277 0.0010311378176008467 0.0013451984779347182
leaf_count=324 630 578 252 239 917 181
internal_value=0 2.84703e-05 -0.000153438 0.000110517 1.79751e-05 0.000156436
internal_weight=0 0.0071626 0.0022264 0.00493621 0.00349578 0.00237634
internal_count=3121 2491 576 1915 1676 1098
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=6
num_cat=0
split_feature=2 2 15 1 1
split_gain=3.30434e-05 2.12095e-05 1.94497e-05 6.73324e-05 8.52083e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.11039500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.000322840954258824 -0.00027086336362085802 -0.00026375708545351914 -0.00022990393121709204 0.00051953232325779766 -0.00012288636897831283
leaf_weight=0.0010504272619998581 0.0013513872438853224 0.0016721116724514205 0.0011365511668932687 0.0017135959465472191 0.00147882475001821
leaf_count=199 541 844 911 343 283
internal_value=0 -4.89399e-05 1.03518e-06 5.49919e-05 0.000221945
internal_weight=0 0.00735247 0.00600108 0.00486453 0.00319242
internal_count=3121 2922 2381 1470 626
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.098e-05 2.92284e-05 3.99568e-05 3.61085e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018522565080563942 0.0078967338552217298 -0.012356271738807141 -0.014880484386541385 0.0061651821889991106
leaf_weight=0.0011623327846376824 0.0014298955732347648 0.0018559877850028838 0.0014472956933276263 0.0018667458987841475
leaf_count=160 279 1443 730 509
internal_value=0 -0.00180522 0.00256943 -0.0030258
internal_weight=0 0.00633236 0.00447637 0.00331404
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.18425e-05 2.37985e-05 2.48712e-05 4.57626e-05 4.92491e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0096623872190431878 -0.0095055958189264461 0.016021687533726004 -0.022966372198926305 0.014992883365692839 0.0059859312032898952
leaf_weight=0.0010932186069291163 0.0015028018805652932 0.0014271713011496817 0.001134356610011422 0.0013748577468887576 0.0012188055268893007
leaf_count=862 828 274 656 316 185
internal_value=0 0.00156765 0.00479563 0.000498042 -0.00797071
internal_weight=0 0.00665799 0.00515519 0.00372802 0.00235316
internal_count=3121 2259 1431 1157 841
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=7
num_cat=0
split_feature=2 16 15 47 2 0
split_gain=2.18839e-05 3.13233e-05 2.75477e-05 4.77099e-05 7.75798e-05 7.61374e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 -0.11033999999999998 0.085270000000000026 0.11093500000000002 -0.11242999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00026409064541232268 0.0002736369339198147 -0.00038147806989998438 0.00012455584910864363 0.00032780110787640547 0.00033831180792356946 -0.00052044595252739975
leaf_weight=0.0010360618192747188 0.0010448887474746021 0.0010581242492683409 0.0010995384225497336 0.0011012995638025316 0.0010116630460475454 0.0019540512755950043
leaf_count=199 189 334 175 207 298 1719
internal_value=0 -4.051e-05 -9.32435e-05 -3.42122e-05 -0.000132284 -0.000288193
internal_weight=0 0.00726957 0.00622468 0.00516655 0.00406525 0.00305359
internal_count=3121 2922 2733 2399 2192 1894
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=5
num_cat=0
split_feature=52 16 1 1
split_gain=1.12842e-05 1.77647e-05 3.72159e-05 3.57346e-05
threshold=-0.081429999999999989 -0.008904999999999998 0.091615000000000016 0.11212500000000002
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0071595155668734466 -0.021086113771768139 0.0062140044033983585 0.011586974316738177 -0.009987907567915252
leaf_weight=0.001707975585381361 0.0011354189669488782 0.0018190824338328096 0.0014406847073662095 0.0016434451977800993
leaf_count=771 1308 452 293 297
internal_value=0 -0.00204669 -0.00560794 9.03328e-05
internal_weight=0 0.00603863 0.00421955 0.00308413
internal_count=3121 2350 1898 590
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=6
num_cat=0
split_feature=52 160 3 0 47
split_gain=1.05577e-05 2.28359e-05 2.90077e-05 5.75355e-05 3.21931e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 0.085770000000000027
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.015027827678187012 -0.0092226934233871263 -0.013849845371033591 0.0042039593929186726 0.023327771266937969 -0.01637754572429078
leaf_weight=0.0010466491330558105 0.0010727917108158845 0.0013478972907733358 0.0019929445572731395 0.0010481873921565181 0.0012284477260958043
leaf_count=495 501 236 1536 132 221
internal_value=0 0.00146634 -0.00106044 0.00297715 -0.0036446
internal_weight=0 0.00666413 0.00561748 0.00426958 0.00322139
internal_count=3121 2620 2125 1889 1757
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=7
num_cat=0
split_feature=2 16 4 2 4 2
split_gain=2.12974e-05 3.32042e-05 3.462e-05 5.90619e-05 4.77769e-05 1.59016e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.031404999999999995 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0002552473951872319 0.00027674631779374159 -0.00048412126589458164 -0.00035333781382497866 0.00034423280834228675 0.00012797651139929164 -0.000151846415398983
leaf_weight=0.0010989432557206797 0.0011113170358538265 0.0011369920725701125 0.0014827280740928898 0.0013185813382877252 0.0015323643737081508 0.0010794580928678086
leaf_count=199 189 1091 276 351 837 178
internal_value=0 -3.66379e-05 -8.98078e-05 -1.26985e-05 -0.000138243 -0.000322296
internal_weight=0 0.00766144 0.00655012 0.0050674 0.00374881 0.00221645
internal_count=3121 2922 2733 2457 2106 1269
is_linear=0
shrinkage=0.00196078


Tree=7391
num_leaves=7
num_cat=0
split_feature=2 16 4 2 4 43
split_gain=1.82478e-05 2.26385e-05 2.63175e-05 3.73153e-05 3.86419e-05 1.51488e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.031404999999999995 -0.025214999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00024198655938543286 0.00022933190587189973 -0.00012578021468972523 -0.00031684316965938938 0.00026351211377602943 0.00012412613430111413 -0.00046614909351435274
leaf_weight=0.0010352575097670891 0.001055176432605936 0.0010044004708077026 0.0014100990330777989 0.0013553210449484183 0.0014459050714601828 0.0010065331682207555
leaf_count=199 189 514 276 402 816 725
internal_value=0 -3.62359e-05 -8.12712e-05 -1.22419e-05 -0.000120357 -0.000296145
internal_weight=0 0.00727744 0.00622226 0.00481216 0.00345684 0.00201093
internal_count=3121 2922 2733 2457 2055 1239
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=6
num_cat=0
split_feature=1 4 3 2 12
split_gain=1.22143e-05 2.50298e-05 4.65919e-05 5.71606e-05 1.02459e-05
threshold=1.0000000180025095e-35 0.0061450000000000003 0.11296500000000002 1.0000000180025095e-35 0.090840000000000018
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.013379957769041401 -0.0075888202401028296 0.0015493598332357854 -0.011315101449021557 0.030111207042848528 0.00068053178140158391
leaf_weight=0.0010714873137490524 0.0017430487857626386 0.001696778315100922 0.0010426164162422812 0.0011935764990694028 0.0010037755838408523
leaf_count=1000 921 196 152 240 612
internal_value=0 0.00238617 0.00680698 0.013344 -0.0065791
internal_weight=0 0.00567602 0.00393297 0.00289035 0.00207526
internal_count=3121 1509 588 436 1612
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=7
num_cat=0
split_feature=159 15 0 2 0 16
split_gain=5.66273e-05 6.31646e-05 5.14081e-05 0.000109337 4.76382e-05 4.89533e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.11293500000000002 -0.10607499999999999 0.0039400000000000008
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00043392429988643662 0.00050865439557073577 -0.00034723395176746553 0.00025370728916813989 0.00064791549403079164 -0.00048556397656934785 7.4842379044769148e-06
leaf_weight=0.0010446242252865464 0.0010146383786456773 0.0014247563341621503 0.0013191793104918954 0.0010271848510719364 0.0012847081029636394 0.0019484039374914302
leaf_count=509 224 132 244 285 1281 446
internal_value=0 5.14244e-05 -1.48103e-05 7.00762e-05 -6.03081e-05 -0.000188433
internal_weight=0 0.00801887 0.00700423 0.00557948 0.00455229 0.00323311
internal_count=3121 2612 2388 2256 1971 1727
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=6
num_cat=0
split_feature=1 42 3 49 0
split_gain=1.1512e-05 2.68309e-05 3.23824e-05 3.21505e-05 5.39198e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.0020949999999999996 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.015029981628790086 0.0080940493745645693 -0.016376297014882104 -0.016264064168185495 0.013959827872222389 -0.015069298510714403
leaf_weight=0.0012637903135758683 0.0014285922387937229 0.0010581444220177007 0.0012987856704127138 0.0016750943384226627 0.001035327868545562
leaf_count=251 279 810 433 713 635
internal_value=0 -0.00184404 0.00107217 -0.00332763 0.00287127
internal_weight=0 0.00633114 0.005273 0.00400921 0.00271042
internal_count=3121 2842 2032 1781 1348
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=7
num_cat=0
split_feature=3 4 0 12 52 15
split_gain=2.28931e-05 2.88849e-05 4.32004e-05 4.83796e-05 4.35497e-05 2.55874e-05
threshold=0.13524500000000003 -0.35136499999999998 -0.060129999999999996 0.090840000000000018 -0.0064899999999999992 -0.024814999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00035341039941812663 0.00022667858281611713 -0.00026179042653546523 2.4122882312239688e-05 -0.00047601197538659477 0.00020387042131008386 0.00046113374782234552
leaf_weight=0.0010012896596203946 0.0014371151144135751 0.0013160906943401232 0.001053236447701668 0.0010381184598462147 0.0018682933920202928 0.0010081910952164689
leaf_count=209 192 614 200 808 981 117
internal_value=0 -4.41106e-05 5.17368e-06 -0.000108421 1.1415e-05 0.000237854
internal_weight=0 0.00728522 0.00628393 0.0042225 0.00318438 0.00206143
internal_count=3121 2929 2720 2403 1595 317
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=6
num_cat=0
split_feature=42 160 3 15 3
split_gain=1.06563e-05 2.46219e-05 2.31635e-05 4.90985e-05 4.64361e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 -0.074054999999999996 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0091484823862595013 -0.0097539532033377521 -0.0043072336121240942 0.01270957122319055 -0.017887622717121732 0.020710694346247366
leaf_weight=0.001096327899142901 0.0015070998817166073 0.0012678239668908349 0.0010020740580787561 0.0011003227518996024 0.0017885469924882426
leaf_count=862 828 187 133 123 988
internal_value=0 0.0014904 0.00477537 -0.00330396 0.0103329
internal_weight=0 0.00666587 0.00515877 0.0021024 0.00305637
internal_count=3121 2259 1431 256 1175
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=7
num_cat=0
split_feature=52 160 16 48 4 4
split_gain=1.15336e-05 3.38425e-05 5.94871e-05 3.066e-05 1.76006e-05 8.93492e-06
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 0.085845000000000019 0.25615500000000008 -0.062539999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.014694831864088501 0.0086281815531884711 0.019121975599688278 -0.025032792151020229 -0.0096077512395428347 0.0010541447259035915 -0.011870586595472707
leaf_weight=0.0010500545439022782 0.0012884912507298832 0.00111811289627775 0.0010038754390280283 0.0011851209702929545 0.0010412562306552041 0.0010606587112679429
leaf_count=485 553 825 298 189 213 558
internal_value=0 -0.00173372 -0.004923 0.00331644 0.0104096 -0.0182707
internal_weight=0 0.00645908 0.00540902 0.00334449 0.00215937 0.00206453
internal_count=3121 2568 2083 1227 1038 856
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=6
num_cat=0
split_feature=0 47 1 15 16
split_gain=1.17486e-05 4.06841e-05 4.14122e-05 1.84807e-05 4.49547e-07
threshold=-0.060129999999999996 0.092530000000000015 0.094385000000000011 -1.0000000180025095e-35 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -4
right_child=3 -3 4 -5 -6
leaf_value=-0.010654366729221357 0.013827759231577978 -0.020327349606050642 0.0098189562276073603 -0.0017248354158862268 0.012806022723594122
leaf_weight=0.0014949811661313806 0.001300052842606743 0.0010687419212513198 0.0010084063194828307 0.0018530705944407801 0.0010069229196224957
leaf_count=1820 259 270 183 314 275
internal_value=0 -0.00324447 0.00195655 0.0046876 0.0113114
internal_weight=0 0.00457905 0.00351031 0.00315312 0.00201533
internal_count=3121 2548 2278 573 458
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 3
split_gain=2.53142e-05 3.70097e-05 4.23926e-05 6.07647e-05 4.59061e-05 3.78301e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.084245000000000014 -0.074479999999999977 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00020942110999942336 0.00024328478221236538 0.00029008424602078835 0.00025374197852341468 -0.00069173866770268926 -0.00013962358836056089 0.00025222876688071118
leaf_weight=0.0013699186208693196 0.001416816597385945 0.001085859775603464 0.0010597276859585208 0.0011395407150047664 0.0011770239213972009 0.0013599232551645653
leaf_count=549 192 328 263 1159 327 303
internal_value=0 -4.34642e-05 -0.000102779 -0.000177648 -0.000411214 2.05587e-05
internal_weight=0 0.00719199 0.00610613 0.00504641 0.00231656 0.00272984
internal_count=3121 2929 2601 2338 1486 852
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=7
num_cat=0
split_feature=457 15 15 1 16 2
split_gain=2.16272e-05 4.03959e-05 4.81689e-05 9.05674e-05 8.82558e-05 1.25021e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 1.0000000180025095e-35 -0.095564999999999983 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=9.5404251485175976e-07 0.00025321237875094353 -0.00036310448466711948 -6.0984471648374718e-05 0.0006952514811514837 -0.00047016873099891974 0.00030816187874207508
leaf_weight=0.0010323568076996117 0.0011859791008446497 0.0011881143586933481 0.0015399529081870471 0.0010070039153642725 0.001533945418727257 0.0010052252402553915
leaf_count=242 289 1167 210 259 727 227
internal_value=0 -3.22528e-05 3.19935e-05 0.000238013 -0.000114925 0.000152513
internal_weight=0 0.0073066 0.00611848 0.00254696 0.00357153 0.00203758
internal_count=3121 2832 1665 469 1196 469
is_linear=0
shrinkage=0.00196078


Tree=7401
num_leaves=6
num_cat=0
split_feature=3 3 0 2 3
split_gain=1.22831e-05 2.09396e-05 3.12636e-05 1.9288e-05 1.75021e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 0.083995000000000014 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.015605588000467078 0.0089706295711704902 -0.010473817976511896 0.0012423184392282988 0.0031881798883916313 0.018502985934340632
leaf_weight=0.0011460627396513081 0.0012755164480569708 0.0019357971042745781 0.0011634121689024501 0.0010431141359021495 0.0011866336571053353
leaf_count=713 192 228 172 1538 278
internal_value=0 -0.0017657 0.00194796 -0.0066506 0.00995793
internal_weight=0 0.00647502 0.00453922 0.00218918 0.00235005
internal_count=3121 2929 2701 2251 450
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=6
num_cat=0
split_feature=457 52 160 0 16
split_gain=1.07854e-05 2.55123e-05 3.40666e-05 3.36297e-05 6.65566e-05
threshold=0.045365000000000009 -0.081934999999999994 -1.0000000180025095e-35 -0.11756999999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010093982037946437 0.009337942562819097 -0.021316817706728951 -0.013526365526962975 0.019206253337048687 -0.011858310858123404
leaf_weight=0.001479496264637772 0.0010667231732487134 0.0010058192954736818 0.0013915308863600515 0.0015628497622938908 0.0012344961205974201
leaf_count=656 289 741 207 1013 215
internal_value=0 -0.00149108 -0.00479061 -0.000822394 0.00549716
internal_weight=0 0.00667419 0.0051947 0.00418888 0.00279735
internal_count=3121 2832 2176 1435 1228
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=6
num_cat=0
split_feature=52 160 16 15 43
split_gain=1.18555e-05 2.90555e-05 5.22863e-05 2.21803e-05 6.27747e-06
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 -0.095869999999999983 -0.029804999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013504673689292056 0.0087745409483508119 -0.0048674399526723797 -0.011656826272930671 0.011445853914382862 -0.022705673760530894
leaf_weight=0.0010460396234355405 0.0012841318975582569 0.0017230512302871238 0.0010166002396209013 0.0016143236937551262 0.0010405670276070207
leaf_count=485 553 301 502 926 354
internal_value=0 -0.00174832 -0.00470599 0.00302347 -0.0172456
internal_weight=0 0.00644058 0.00539454 0.00333737 0.00205717
internal_count=3121 2568 2083 1227 856
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=6
num_cat=0
split_feature=13 16 43 4 49
split_gain=2.64646e-05 4.78284e-05 6.81624e-05 5.20096e-05 3.33761e-05
threshold=-0.15078499999999997 0.23311500000000004 -0.092909999999999979 0.098655000000000007 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00022820892949156727 -0.00058209357841962209 0.00033044457168805372 -0.00013817273468808006 -0.00027027139770522014 0.00030093848853935762
leaf_weight=0.0015822305402887933 0.0010223259332675485 0.0010608274087856948 0.0010406143191900314 0.0019752001332624691 0.0018461552485099957
leaf_count=230 365 413 336 348 1429
internal_value=0 -5.27838e-05 -0.000121873 -2.51021e-05 0.000142649
internal_weight=0 0.00694512 0.0058843 0.00486197 0.00288677
internal_count=3121 2891 2478 2113 1765
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.15984e-05 1.68445e-05 3.1025e-05 4.40476e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.012510305218545757 0.0087341020501125327 -0.0095406450523486692 -0.017364675456763456 0.0074199272088155358
leaf_weight=0.0016572098903465137 0.0012703619872773287 0.0019302012151031387 0.0014004607804202472 0.0014694551186866696
leaf_count=458 192 228 2029 214
internal_value=0 -0.00171874 0.00161624 -0.00467446
internal_weight=0 0.00645733 0.00452713 0.00286992
internal_count=3121 2929 2701 2243
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=7
num_cat=0
split_feature=16 3 0 13 2 48
split_gain=1.21416e-05 2.90328e-05 5.21201e-05 2.78807e-05 0.000101894 2.35457e-05
threshold=-0.008904999999999998 -0.13309499999999996 -0.10836499999999999 0.038215000000000006 0.097220000000000015 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.018113328823114391 -0.024184106608686431 -0.018267360253732857 0.017638837504008329 0.017502576513792719 0.020212496048313301 0.002038652606122945
leaf_weight=0.0010266552358359012 0.0010406790658259379 0.0011206292807348431 0.0012258912416417541 0.0011124449155854601 0.0010272144233499077 0.0011643401618707532
leaf_count=156 562 227 1501 216 311 148
internal_value=0 -0.00332122 0.00100432 0.00473702 -0.00213034 -0.00792013
internal_weight=0 0.00453752 0.00351086 0.00318034 0.00206789 0.00228497
internal_count=3121 2032 1876 1089 873 375
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=6
num_cat=0
split_feature=42 160 52 4 1
split_gain=1.21056e-05 2.52672e-05 2.17246e-05 4.19011e-05 6.63426e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.0052350000000000009 0.11061500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0097807394635229476 -0.0098389114279564226 -0.016477366508668479 0.015239522335701647 0.024279662558623002 -0.0074890581291346923
leaf_weight=0.0010869010894255307 0.0014927477454459446 0.0010120637889919635 0.0014641166016160622 0.0012413034699201618 0.0013972968572060233
leaf_count=862 828 696 340 199 196
internal_value=0 0.00160775 0.00494846 0.000821178 0.00745622
internal_weight=0 0.00660753 0.00511478 0.00365066 0.0026386
internal_count=3121 2259 1431 1091 395
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=5
num_cat=0
split_feature=52 16 16 4
split_gain=1.1907e-05 1.98073e-05 3.73549e-05 3.0359e-05
threshold=-0.081429999999999989 -0.008904999999999998 -0.15241499999999997 0.36766000000000004
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0074084416644271348 -0.0086739681662601174 0.0066450070246077235 -0.018963415890891313 0.01244594492104582
leaf_weight=0.0016915631865138114 0.0014927488305418216 0.0018099145640349647 0.0014332880755828711 0.0012510185763211048
leaf_count=771 245 452 1410 243
internal_value=0 -0.00209306 -0.00587926 0.000955639
internal_weight=0 0.00598697 0.00417706 0.00274377
internal_count=3121 2350 1898 488
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=7
num_cat=0
split_feature=1 16 47 4 2 4
split_gain=2.059e-05 2.79097e-05 6.4239e-05 9.49306e-05 4.11322e-05 2.15585e-05
threshold=1.0000000180025095e-35 -0.5315899999999999 0.092530000000000015 0.0061450000000000003 0.10882500000000002 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=2.0986671283796381e-05 -0.00022681567909047537 -9.7942104308885943e-05 -0.00025282721505625753 0.00079514257312789983 0.00024503256245612926 -0.00036286158864997861
leaf_weight=0.0011819849687932831 0.0010960258877305536 0.0016844818804912487 0.0013283901079972505 0.0010739971588603274 0.001017783324005558 0.0010734307800815699
leaf_count=67 123 833 231 144 178 1545
internal_value=0 5.70809e-05 0.000118037 0.000248497 0.000527479 -0.0001617
internal_weight=0 0.00620068 0.00510465 0.00377626 0.00209178 0.00225542
internal_count=3121 1509 1386 1155 322 1612
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=6
num_cat=0
split_feature=1 47 13 151 13
split_gain=1.11395e-05 2.44614e-05 3.67491e-05 4.61252e-05 9.29764e-06
threshold=1.0000000180025095e-35 0.086380000000000012 -0.0062949999999999994 -0.0064299999999999991 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.012930090728891184 0.022789420921558504 -0.0071600510909480448 0.017836773856471273 -0.0091042889494556412 0.00051377064033341963
leaf_weight=0.0010425875054249241 0.0010511317423503317 0.0018390813220647874 0.0010043163971620028 0.0017304419277872265 0.0010154820536318456
leaf_count=968 688 305 134 382 644
internal_value=0 0.00230154 0.00689772 0.000789584 -0.00629669
internal_weight=0 0.00562497 0.00378589 0.00273476 0.00205807
internal_count=3121 1509 1204 516 1612
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=7
num_cat=0
split_feature=48 2 2 0 4 12
split_gain=2.24249e-05 5.67152e-05 5.23333e-05 4.73761e-05 3.01479e-05 3.66966e-05
threshold=0.083985000000000018 0.11237500000000002 0.099515000000000006 -0.18113999999999997 0.071150000000000005 0.081420000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 4 -2 5 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=5.0763090885934082e-05 -0.00010974662295660582 0.00031500179055135986 -0.00055168882765276831 0.0004244798362092845 0.0001363581276208403 -0.00047387595960368174
leaf_weight=0.0010174856323127354 0.0012785435147240065 0.0012230044960504696 0.0010219039206812146 0.0012743315097134894 0.001758910636089731 0.001032965814913191
leaf_count=179 89 375 280 500 207 1491
internal_value=0 -6.21924e-05 -0.000157677 0.000156926 -5.19786e-05 -0.000213537
internal_weight=0 0.00605427 0.00483127 0.00255288 0.00380936 0.00205045
internal_count=3121 2532 2157 589 1877 1670
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=6
num_cat=0
split_feature=13 3 48 42 4
split_gain=1.56477e-05 3.73286e-05 4.46038e-05 6.26297e-05 4.3761e-05
threshold=-0.15078499999999997 0.11296500000000002 0.088875000000000023 0.075730000000000006 -0.010024999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00017320496765884101 -0.00021286119356040626 -0.00036980851437689915 0.00039341556086083747 -0.0003816245074564388 0.00027407750624265122
leaf_weight=0.0015573611176339141 0.0011024824297823019 0.0011316818922847693 0.0010115903090401309 0.0015570541689704162 0.0019910328082975003
leaf_count=230 766 100 350 1288 387
internal_value=0 -4.4705e-05 2.02726e-05 -6.08933e-05 0.00010054
internal_weight=0 0.00679384 0.00566216 0.00465057 0.00309352
internal_count=3121 2891 2791 2441 1153
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=7
num_cat=0
split_feature=52 13 2 3 2 1
split_gain=1.08202e-05 2.38639e-05 2.64119e-05 3.58602e-05 3.90373e-05 2.5363e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 -0.075944999999999985 0.083995000000000014 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.015606196441093595 -0.0093395591548899697 -0.020370174608633492 -0.014416844899152138 0.00049304505774095157 0.0063670747399057429 0.021688899594315782
leaf_weight=0.0010159979499718081 0.001068667488114035 0.0010650506823597849 0.001169966392322648 0.0011067210364695493 0.0011206313992498842 0.0011523834674004385
leaf_count=148 501 524 344 297 1049 258
internal_value=0 0.00150332 -0.00104862 0.00247019 -0.00666159 0.0113052
internal_weight=0 0.00663075 0.00561475 0.00444479 0.00218568 0.0022591
internal_count=3121 2620 2472 2128 1573 555
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=6
num_cat=0
split_feature=1 47 15 4 13
split_gain=1.06033e-05 2.27491e-05 3.05905e-05 4.8111e-05 8.59979e-06
threshold=1.0000000180025095e-35 0.086380000000000012 -0.03241999999999999 0.41257000000000005 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.012521869265105316 0.028939722856774541 -0.0068738744293553346 -0.0039691776225266959 -0.00057516644798589892 0.00039847201881410444
leaf_weight=0.001042519853098917 0.0011114156803578449 0.0018397109976393423 0.0015742504911553093 0.0010978016809657558 0.0010183929562228677
leaf_count=968 265 305 698 241 644
internal_value=0 0.00224752 0.0066828 0.0142732 -0.00613733
internal_weight=0 0.00562318 0.00378347 0.00220922 0.00206091
internal_count=3121 1509 1204 506 1612
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=6
num_cat=0
split_feature=1 0 12 4 12
split_gain=1.87569e-05 5.42176e-05 2.84985e-05 4.62158e-05 1.84848e-05
threshold=0.11323000000000001 -0.23001499999999997 0.090455000000000021 -0.080924999999999983 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00033310836035456941 0.0002892914954825756 2.3048428357532354e-05 3.9745039526968775e-05 -0.00047209030809963027 -4.0759029875059113e-05
leaf_weight=0.0010708412144855252 0.0013822722914177167 0.0012177459760548041 0.0018099177053178608 0.0017902871887521957 0.0012355514577873329
leaf_count=104 319 575 976 1000 147
internal_value=0 -6.59675e-05 -0.000154666 -0.000271643 0.000133515
internal_weight=0 0.00588879 0.00481795 0.00300803 0.00261782
internal_count=3121 2655 2551 1575 466
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=6
num_cat=0
split_feature=1 0 3 4 1
split_gain=1.09791e-05 2.15749e-05 2.78956e-05 4.17494e-05 1.16668e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.12018999999999998 -0.080924999999999983 0.13265500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.010970280876290133 0.013846904388522882 0.0059325210344516894 0.0034746575081427387 -0.020135836066309701 -0.0012475569014732367
leaf_weight=0.0010087962328904085 0.0010196435671517227 0.0015204032544983495 0.0012567659929422479 0.0018534010828159318 0.0010286191970408384
leaf_count=108 191 295 640 1663 224
internal_value=0 -0.00228152 -0.0051685 -0.0105952 0.0062666
internal_weight=0 0.00563937 0.00463057 0.00311017 0.00204826
internal_count=3121 2706 2598 2303 415
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=6
num_cat=0
split_feature=150 1 12 2 13
split_gain=1.03589e-05 2.05336e-05 2.75838e-05 3.79177e-05 3.65314e-05
threshold=0.10605000000000002 0.12500000000000003 0.09857500000000001 0.092120000000000021 -0.00051499999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0078789584701204705 -0.0090443900883998216 0.014133812408307026 -0.015852455803199158 0.02468441349705762 0.00021914309850017152
leaf_weight=0.0019989731212964887 0.001087924302646706 0.0010746571309976031 0.0010166128623264768 0.0010601095959660101 0.0014385349353997195
leaf_count=1537 182 255 412 464 271
internal_value=0 0.00148838 -0.000976058 0.00238651 0.0105991
internal_weight=0 0.00658889 0.00551423 0.00449762 0.00249864
internal_count=3121 2939 2684 2272 735
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=6
num_cat=0
split_feature=15 16 52 2 52
split_gain=9.71343e-06 2.00957e-05 3.21947e-05 3.46593e-05 4.22401e-05
threshold=-0.24436499999999997 -0.36241499999999999 -0.088204999999999992 0.090935000000000016 0.096795000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0088268490863991304 -0.012601418591310851 -0.012339069809602586 0.015907330836988368 -0.015904216834486128 0.012075094557641304
leaf_weight=0.0010716434720626214 0.0012956908959715022 0.0013055701437372528 0.0018243216042584487 0.0011519819250546152 0.001014975938450412
leaf_count=253 248 654 1324 372 270
internal_value=0 -0.00143836 0.0012923 0.0057512 -0.00279906
internal_weight=0 0.00659254 0.00529685 0.00399128 0.00216696
internal_count=3121 2868 2620 1966 642
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=7
num_cat=0
split_feature=52 13 15 12 1 48
split_gain=1.78072e-05 3.34427e-05 4.74849e-05 2.52112e-05 3.74999e-05 5.29749e-05
threshold=0.11434500000000002 -0.084034999999999985 -0.0040799999999999994 0.097825000000000009 0.11103500000000001 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-6.6437911122852811e-05 -0.00022633135163612744 -0.00019932782077362413 0.00052011677902621533 0.00021692809088056869 -0.00045033081016747226 0.00035341689477312881
leaf_weight=0.0010095140734088211 0.0011577619361427573 0.001970111842852622 0.0011186299242066334 0.0010639838858896951 0.0010050156827063296 0.0010075453424982063
leaf_count=462 501 1062 314 349 198 235
internal_value=0 3.57295e-05 0.000241877 -5.12014e-05 -0.000122833 -1.22964e-05
internal_weight=0 0.0071748 0.00212814 0.00504666 0.00398267 0.00297766
internal_count=3121 2620 776 1844 1495 1297
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=7
num_cat=0
split_feature=42 49 1 2 52 0
split_gain=2.2329e-05 5.29011e-05 4.17576e-05 3.37629e-05 3.07922e-05 4.99677e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 0.090545000000000014 0.084960000000000022 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00045777425230154471 -0.00025152397075456519 0.00046778885285404266 0.00042217927610675975 1.8006824960330456e-05 -0.00020155243778858896 -0.00010829773170686136
leaf_weight=0.0010917941751232704 0.00117195880979107 0.0011288824289160731 0.0015237912340678736 0.0012077992097590934 0.0013341425163368266 0.0011880676940401718
leaf_count=324 630 180 239 252 615 881
internal_value=0 3.9572e-05 0.000149535 -0.000207883 3.57465e-05 0.000172388
internal_weight=0 0.00747448 0.00517488 0.00229959 0.00365109 0.00231695
internal_count=3121 2491 1915 576 1676 1061
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=1.13144e-05 2.46491e-05 6.57215e-05 5.87083e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0087416542854086548 -0.0095587637931835532 -0.0094771154638051448 0.021147547877639984 -0.016366007618186251
leaf_weight=0.0018588996337943679 0.0010669152444132456 0.0011956569180534458 0.0016929771169942353 0.0018662914047560763
leaf_count=882 501 751 654 333
internal_value=0 0.00153875 0.00847146 -0.00383709
internal_weight=0 0.00661383 0.00288863 0.00372519
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=6
num_cat=0
split_feature=1 48 2 43 12
split_gain=1.19468e-05 2.95568e-05 3.01771e-05 3.86092e-05 1.102e-05
threshold=0.11323000000000001 0.088875000000000023 0.10097500000000002 -1.0000000180025095e-35 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.015496080904515831 0.012426611344404388 0.01157180806338105 -0.018096805951023084 0.0091294906119040644 -0.0012773727506610877
leaf_weight=0.0010298340087593252 0.0012375955111927322 0.0011486096817442375 0.0014658851197038585 0.0016677003018516598 0.0011158802678065043
leaf_count=1322 319 335 483 515 147
internal_value=0 -0.00262978 -0.00654774 -0.00027178 0.00592899
internal_weight=0 0.00531203 0.00416342 0.00269753 0.00235348
internal_count=3121 2655 2320 1837 466
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=6
num_cat=0
split_feature=2 0 1 12 0
split_gain=1.6825e-05 4.31972e-05 3.14022e-05 2.99177e-05 3.61605e-05
threshold=0.10912000000000001 0.12113000000000002 0.11392000000000001 0.090455000000000021 -0.12333499999999999
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.0001144612183361249 0.00029952152177525448 -0.00042765368413584542 -0.00012931377881966849 0.00020259331013647598 -0.00032537193919991931
leaf_weight=0.0013911887822006597 0.0015928802655922039 0.0010344301779242676 0.0011167941435782952 0.0019342115649115359 0.0014865740783683754
leaf_count=244 360 98 261 804 1354
internal_value=0 -6.41372e-05 0.000122777 1.4008e-05 -0.000112745
internal_weight=0 0.0058464 0.00270967 0.00481197 0.00287776
internal_count=3121 2500 621 2402 1598
is_linear=0
shrinkage=0.00196078


Tree=7424
num_leaves=6
num_cat=0
split_feature=4 15 16 160 52
split_gain=1.09047e-05 4.78591e-05 3.34652e-05 3.34205e-05 3.44518e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 -0.027994999999999996 0.083680000000000018
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.016861457104787644 0.018471965664658484 -0.010194547425126895 0.017181608752992562 -0.012406707434756603 0.0093347920324823724
leaf_weight=0.001245322444078315 0.0013026939295277479 0.0010532756005543469 0.0010559554576226389 0.0017776197264628454 0.0012353465560486707
leaf_count=393 266 160 605 1150 547
internal_value=0 0.00565612 -0.00251732 0.00187281 -0.00349247
internal_weight=0 0.00235597 0.00531424 0.00406892 0.00301297
internal_count=3121 426 2695 2302 1697
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=6
num_cat=0
split_feature=4 12 3 47 2
split_gain=3.99826e-05 3.92486e-05 5.73913e-05 0.000110177 6.5129e-05
threshold=0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.085270000000000026 0.090935000000000016
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00042551251324039388 0.0002486682051287359 -7.1548977438952408e-05 0.00031066343500619809 0.00037897698405643481 -0.000653407740774722
leaf_weight=0.0010090994545894783 0.0019686272850463994 0.0016871589477289435 0.0015907739714007309 0.0011870114013362134 0.001316892780841891
leaf_count=237 340 1345 137 288 774
internal_value=0 -6.86977e-05 -6.42307e-06 -0.000126777 -0.00032662
internal_weight=0 0.00679094 0.00578184 0.00419106 0.00300405
internal_count=3121 2781 2544 2407 2119
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=6
num_cat=0
split_feature=1 48 12 2 3
split_gain=1.67069e-05 3.51367e-05 4.09917e-05 4.16642e-05 1.6156e-05
threshold=0.11323000000000001 0.088875000000000023 0.090455000000000021 0.099515000000000006 0.10299500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-9.9272322248676495e-05 0.00026435033192410138 0.00023114929671338142 0.00012896806726021482 -0.00057664540472814984 -5.080717448640934e-05
leaf_weight=0.0019617759531375444 0.0014624742218358393 0.0012421483676559944 0.0014608782948727353 0.0010954215576141546 0.0010925708724846407
leaf_count=1239 291 335 862 219 175
internal_value=0 -6.09163e-05 -0.000141213 -0.000270319 0.000129585
internal_weight=0 0.00576022 0.00451808 0.0030572 0.00255505
internal_count=3121 2655 2320 1458 466
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=7
num_cat=0
split_feature=159 15 12 133 0 1
split_gain=3.46448e-05 3.92058e-05 4.8578e-05 4.15901e-05 8.18824e-05 4.63415e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 1.0000000180025095e-35 -0.076234999999999983 0.10781
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00034085959447239828 0.00040022513148827956 -0.00037954361452607438 -0.00026641509075740283 -0.00030325755950078546 0.00045667376550632852 0.00020573183709738865
leaf_weight=0.0010492657322411754 0.0010056616857566508 0.0011663198630724033 0.0018182413628934232 0.0010260083482683553 0.0018654680719056905 0.0014261037815698893
leaf_count=509 224 241 868 782 382 115
internal_value=0 3.72632e-05 -1.27244e-05 5.70019e-05 0.000129339 -5.88754e-05
internal_weight=0 0.0083078 0.00730214 0.00613582 0.00510981 0.00324435
internal_count=3121 2612 2388 2147 1365 983
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=6
num_cat=0
split_feature=52 12 1 48 2
split_gain=1.11267e-05 2.41499e-05 2.58934e-05 4.69841e-05 3.53904e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0065715278974849802 -0.0094491895925307295 0.011470271234859317 -0.013987852253340181 0.019287690448167593 -0.017709561002489247
leaf_weight=0.0012050753684631323 0.0010744737968382987 0.0017837388173877157 0.0013361109076849898 0.0011188955031492822 0.0011960523062666895
leaf_count=1066 501 558 294 329 373
internal_value=0 0.00151948 -0.00213561 0.0023632 -0.00552339
internal_weight=0 0.00663987 0.00485613 0.00352002 0.00240113
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=6
num_cat=0
split_feature=0 1 4 15 0
split_gain=2.34042e-05 4.4294e-05 3.26879e-05 5.44375e-05 4.34195e-05
threshold=0.056435000000000006 0.077845000000000011 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00041887890541200727 0.00020979977646994047 -0.00020692103489753922 -0.00029901348614442077 0.00037514282567588072 0.00022572893011068421
leaf_weight=0.0010521391836714198 0.0016790133207150665 0.0017646999374897046 0.0014276241438092325 0.0017537186216890484 0.0010537206843510192
leaf_count=1570 204 795 156 205 191
internal_value=0 -4.77887e-05 1.7287e-05 0.000110712 -7.61779e-05
internal_weight=0 0.0070519 0.00599976 0.00423506 0.00248134
internal_count=3121 2917 1347 552 347
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=7
num_cat=0
split_feature=159 2 150 0 16 15
split_gain=2.89716e-05 3.0593e-05 5.54992e-05 7.05512e-05 6.94548e-05 4.66954e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.11991499999999998 0.15891500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00031420041251317216 -0.00030516408779697837 -0.00033820166631101423 0.00050170908524160818 0.00054902444322200853 -0.0001446070905414006 0.00019167600234641318
leaf_weight=0.0010104143360169801 0.0018918740774104493 0.0013565226080211033 0.0011991651512935075 0.001201976612098673 0.0010311480840337062 0.0011814553527816952
leaf_count=509 480 185 222 584 306 835
internal_value=0 3.85113e-05 0.000136497 1.44931e-05 0.000228739 -0.000114168
internal_weight=0 0.00786214 0.00478881 0.00358965 0.00223312 0.00307333
internal_count=3121 2612 1297 1075 890 1315
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=7
num_cat=0
split_feature=1 15 15 1 13 12
split_gain=1.01299e-05 2.24226e-05 4.0904e-05 2.93118e-05 2.42094e-05 1.27993e-05
threshold=0.11323000000000001 -0.10203999999999998 -0.03241999999999999 0.080000000000000016 -0.017449999999999997 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.015534307786170052 0.012380304858616201 0.016438997639339484 -0.0092218031723898808 -0.018743145677770249 0.012545452841995753 -0.0023041462812735045
leaf_weight=0.0010483975198481493 0.0012524450603373692 0.0012017987785745404 0.0010162679342189858 0.0010642915354959195 0.0010275824854044698 0.0011283096512784132
leaf_count=309 319 682 631 597 436 147
internal_value=0 -0.00241834 0.000772136 -0.00528564 0.00172208 0.00542091
internal_weight=0 0.00535834 0.00430994 0.00310814 0.00204385 0.00238075
internal_count=3121 2655 2346 1664 1067 466
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=7
num_cat=0
split_feature=147 16 52 13 1 16
split_gain=1.66911e-05 3.36867e-05 5.8001e-05 2.74629e-05 6.20462e-05 4.45855e-05
threshold=1.0000000180025095e-35 0.38525000000000004 0.089325000000000015 -0.090639999999999984 0.089105000000000018 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00025546025192961421 0.00022451028633458511 0.00028978123325627006 -0.00039779540295306983 0.00029076094076021467 -0.00056017379206363307 1.3412905507106401e-05
leaf_weight=0.0013886366029249369 0.0010904378728242856 0.0010507989189580593 0.0017104855330763438 0.0011532425638257513 0.0010519173971850573 0.0010323486472462568
leaf_count=328 183 303 758 1030 224 295
internal_value=0 -3.53671e-05 -8.92862e-05 2.4783e-05 -7.41595e-05 -0.000276073
internal_weight=0 0.00738743 0.00633663 0.00462615 0.00323751 0.00208427
internal_count=3121 2938 2635 1877 1549 519
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=7
num_cat=0
split_feature=4 15 16 4 16 43
split_gain=2.11128e-05 4.93032e-05 3.37896e-05 4.75897e-05 6.99775e-05 1.57811e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.0039400000000000008 -0.053764999999999993
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00033178322686687933 0.00038519366274876958 -0.00014818881558422613 -0.00051875575757780071 0.00030817688622550548 0.00026736366763155666 -7.7595355061447506e-05
leaf_weight=0.0013924467306724551 0.001478912982313997 0.001212565374099156 0.0010975956942529557 0.0014680190226416491 0.0010220585675475714 0.0010174372612379125
leaf_count=393 266 160 1402 285 364 251
internal_value=0 0.000144894 -6.41348e-05 1.6794e-05 -0.00011956 9.5275e-05
internal_weight=0 0.00269148 0.00599756 0.00460511 0.00313709 0.0020395
internal_count=3121 426 2695 2302 2017 615
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=6
num_cat=0
split_feature=4 15 16 4 2
split_gain=1.10291e-05 3.94882e-05 2.8271e-05 3.57204e-05 5.60625e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015641830216514132 0.017223476344058301 -0.0086715147751353569 -0.019825960861097419 0.015113920326903169 0.0084941608419522013
leaf_weight=0.0012574202320063642 0.0013182410296914003 0.0010643788903248112 0.0013244662063279168 0.0013114209014545961 0.001480214731643819
leaf_count=393 266 160 1535 285 482
internal_value=0 0.0056555 -0.00251851 0.00149051 -0.00487957
internal_weight=0 0.00238262 0.00537352 0.0041161 0.00280468
internal_count=3121 426 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=6
num_cat=0
split_feature=159 15 2 52 16
split_gain=1.11613e-05 2.64342e-05 4.50136e-05 5.30077e-05 1.53027e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 -0.0064899999999999992 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012946827704183201 0.0093982982635918231 -0.0087158321630483072 -0.010454020852558185 0.027268064749675022 0.010298385262401403
leaf_weight=0.0015565004364553074 0.0010848849034938964 0.0011047177188903546 0.0018604624358155263 0.0010023134213843039 0.0011310587552197662
leaf_count=331 527 498 525 527 713
internal_value=0 -0.00154024 0.001942 0.0090642 0.0182712
internal_weight=0 0.00665505 0.00509855 0.00323809 0.00213337
internal_count=3121 2594 2263 1738 1240
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=7
num_cat=0
split_feature=3 4 0 15 12 1
split_gain=2.03891e-05 2.9425e-05 4.73685e-05 3.96897e-05 3.9034e-05 4.80501e-05
threshold=0.13524500000000003 -0.35136499999999998 -0.060129999999999996 -0.024814999999999997 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00035528679661594992 0.00021584669512524104 -0.00026575303136914592 -1.9439722723277808e-05 0.0005271596068926283 -0.00044884499272747575 0.00022254820023329681
leaf_weight=0.0010043473569112324 0.0013845293545260871 0.0014539647656612335 0.0010331654805769176 0.0010100556005601634 0.0010119862939616214 0.0016586118274878972
leaf_count=209 192 1311 200 117 808 284
internal_value=0 -4.40531e-05 6.62744e-06 0.000250769 -0.000114315 -5.54989e-06
internal_weight=0 0.00717213 0.00616778 0.00204322 0.00412456 0.00311258
internal_count=3121 2929 2720 317 2403 1595
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=6
num_cat=0
split_feature=2 52 0 52 3
split_gain=1.10461e-05 3.50921e-05 2.68874e-05 3.95856e-05 2.49467e-05
threshold=0.10912000000000001 0.084960000000000022 -0.10607499999999999 -0.020999999999999994 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.011811258646864021 0.01498311592700116 -0.016801523211601457 0.0084518523990653929 -0.017585883004512998 -0.0052996766957873745
leaf_weight=0.0016602339710866903 0.0013057854895044373 0.0013057483429200715 0.0011444189234025934 0.0011921126194452971 0.0011321727027828058
leaf_count=277 455 820 638 765 166
internal_value=0 -0.00256878 0.00208107 -0.00483276 0.00556391
internal_weight=0 0.00530251 0.00399677 0.00233653 0.00243796
internal_count=3121 2500 1680 1403 621
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=6
num_cat=0
split_feature=3 13 12 48 16
split_gain=1.00576e-05 3.29233e-05 3.57121e-05 5.69054e-05 7.31939e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.018494999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0073642538241374391 0.0097111540193292965 0.015176207591058791 -0.019959492829382752 -0.019675611203301385 0.0032876876528057466
leaf_weight=0.0014933554294198183 0.0017826304830458068 0.0010098870016281201 0.0013483352686607967 0.0010302524902665281 0.0010629446518100813
leaf_count=303 843 196 1422 167 190
internal_value=0 -0.00177263 -0.00637146 -0.000467265 0.00907979
internal_weight=0 0.00623405 0.00445142 0.00310308 0.00207283
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=7
num_cat=0
split_feature=0 2 47 1 15 16
split_gain=9.75118e-06 2.97463e-05 2.93326e-05 4.61435e-05 1.9325e-05 3.01225e-07
threshold=-0.060129999999999996 0.10097500000000002 0.092530000000000015 0.094385000000000011 -0.016799999999999995 -0.101115
decision_type=2 2 2 2 2 2
left_child=2 4 3 -1 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.011895182061534988 0.0012059426989496653 -0.009974026134643002 -0.017497142982967184 0.010130511493890715 0.020145833534628448 0.012581374160936597
leaf_weight=0.0014854931789739356 0.0010547079431004406 0.0010018471139794567 0.0010646767224834265 0.0010020946304870597 0.0011011825288843589 0.0010038263850060292
leaf_count=1820 121 311 270 179 141 279
internal_value=0 0.00426372 -0.00296697 0.00146389 0.01088 0.011357
internal_weight=0 0.00315774 0.00455609 0.00349141 0.00215589 0.00200592
internal_count=3121 573 2548 2278 262 458
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=6
num_cat=0
split_feature=52 0 15 3 4
split_gain=9.64051e-06 2.94409e-05 3.87948e-05 5.18321e-05 3.1943e-05
threshold=0.10744000000000002 0.10455500000000001 -0.016799999999999995 0.097915000000000016 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0098628493267128234 0.0079021089832381555 -0.017272535163776442 0.013128938752961245 -0.022853522331652949 0.013111029863429819
leaf_weight=0.0010581465508682144 0.0012843937884750049 0.0010087611317258285 0.001840351581501881 0.001095496021785213 0.0014138925065997254
leaf_count=745 553 147 1232 169 275
internal_value=0 -0.0015891 0.00133641 -0.00474689 0.00327715
internal_weight=0 0.00641665 0.00540789 0.00356754 0.00247204
internal_count=3121 2568 2421 1189 1020
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=7
num_cat=0
split_feature=13 49 3 13 2 15
split_gain=2.57346e-05 3.01058e-05 4.77751e-05 6.63448e-05 5.77229e-05 8.05762e-05
threshold=-0.15078499999999997 0.0043850000000000009 -0.13309499999999996 0.11217000000000001 0.084245000000000014 -0.048699999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.00022767173580772162 -0.00043641538453664927 0.00024728532166691199 0.00017369940989093533 0.00042515484856263673 2.655005364692082e-05 -0.00072907379666345537
leaf_weight=0.0015859111141978645 0.0013007774109293335 0.0011106065096078621 0.0013928763770270683 0.0010389887995785659 0.001125772706747358 0.0010473358646423314
leaf_count=230 233 625 736 117 288 892
internal_value=0 -4.88951e-05 -0.000104593 -1.08628e-05 -0.000137901 -0.000337625
internal_weight=0 0.00701636 0.00590575 0.00460497 0.00356598 0.00217311
internal_count=3121 2891 2266 2033 1916 1180
is_linear=0
shrinkage=0.00196078


Tree=7442
num_leaves=6
num_cat=0
split_feature=3 3 0 3 16
split_gain=1.18759e-05 2.16349e-05 3.33175e-05 1.84487e-05 1.83073e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 -0.16927999999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0028481434657529753 0.008887957112387903 -0.01061301448815688 0.0013066961146540887 0.019047125064794758 -0.015537018260014685
leaf_weight=0.0010241821538013807 0.0012569871669519386 0.001925853699094756 0.0011549262998203913 0.0011903708308990428 0.0011495016402014108
leaf_count=244 192 228 172 278 2007
internal_value=0 -0.00173777 0.00204459 0.010311 -0.00687442
internal_weight=0 0.00644483 0.00451898 0.0023453 0.00217368
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=6
num_cat=0
split_feature=52 13 15 15 52
split_gain=1.0755e-05 2.08166e-05 2.2091e-05 4.30599e-05 3.12683e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.055554999999999993 -0.082554999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014726131055661344 -0.0092717104383504521 0.011977391553137748 -0.017315334759681437 -0.011110140982323298 0.010581642303590755
leaf_weight=0.0010092723308201667 0.0010766835132425961 0.0010798097686177833 0.0015714556708938607 0.0010092688248417795 0.0019454916994157241
leaf_count=148 501 224 693 392 1163
internal_value=0 0.00150546 -0.000874701 -0.0039408 0.0031723
internal_weight=0 0.0066153 0.00560603 0.00452622 0.00295476
internal_count=3121 2620 2472 2248 1555
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=7
num_cat=0
split_feature=1 42 48 1 16 13
split_gain=1.26699e-05 1.96225e-05 2.94813e-05 2.57441e-05 1.59573e-05 9.66561e-06
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 0.097290000000000015 -0.15241499999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.013522345795546632 0.017966416154852682 0.013906909830843545 -0.012789544703073223 0.0072217256869320789 -0.010360706527110309 0.00018753259065894205
leaf_weight=0.0010361523071285809 0.0010060644764684525 0.0011815642604910684 0.0013703914554879433 0.0010356172323833248 0.0010291290128836986 0.0010209023409588371
leaf_count=968 337 540 228 153 251 644
internal_value=0 0.00245378 -0.000593279 0.00484947 -0.00154187 -0.00671823
internal_weight=0 0.00562277 0.0044412 0.00307081 0.00206475 0.00205705
internal_count=3121 1509 969 741 404 1612
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=7
num_cat=0
split_feature=42 49 1 15 1 12
split_gain=1.17166e-05 2.65545e-05 3.32652e-05 3.13381e-05 2.30102e-05 1.59966e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.037864999999999989 0.10538500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0025358297665728558 -0.0098670834415013932 -0.014032942458738464 0.019004997444693857 0.015122439650457696 -0.018618346378314877 -0.002004704699350462
leaf_weight=0.0010434367300435768 0.00104065907580639 0.0010372518289601998 0.0013448866433229973 0.0011597084417541057 0.0010137697525371718 0.0010293605368473149
leaf_count=416 630 578 239 264 160 834
internal_value=0 0.00154625 0.00579233 0.000284647 -0.00788873 0.00706878
internal_weight=0 0.00662841 0.00457121 0.00322632 0.00205721 0.00218907
internal_count=3121 2491 1915 1676 576 1098
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=7
num_cat=0
split_feature=457 2 3 12 48 1
split_gain=2.47928e-05 3.17347e-05 5.16856e-05 3.60178e-05 3.18132e-05 1.52299e-05
threshold=0.045365000000000009 0.11293500000000002 0.090900000000000009 0.084100000000000022 0.081805000000000017 0.10727500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=0.00017609576527411944 0.00026077441566597323 0.00039883156032804226 -0.00048149358169274279 -0.00036821635483597493 -9.0142262091772851e-05 -2.9213093677999341e-05
leaf_weight=0.0018818675354008796 0.0011699270827111386 0.0010449164467547689 0.0012210363709820602 0.001027435744571635 0.0010022132695232913 0.001010724050379296
leaf_count=460 289 342 146 1630 139 115
internal_value=0 -4.70179e-05 -0.00012923 -1.9504e-05 0.000159445 -0.000200105
internal_weight=0 0.00718819 0.00514106 0.00392003 0.00204713 0.00203816
internal_count=3121 2832 2351 2205 481 1745
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=6
num_cat=0
split_feature=42 160 43 0 1
split_gain=2.05008e-05 2.9667e-05 4.39492e-05 5.37929e-05 0.000129338
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.15599999999999997 0.095025000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00024428094734531107 -0.00019861980121543027 -9.3910861062769304e-05 -0.00026460877325749699 -0.00013445082590380172 0.00070788149553574183
leaf_weight=0.0011919902727899976 0.0016388672290104482 0.0016832502555970885 0.0010282765647419917 0.0012241813526438006 0.0016393669671854064
leaf_count=862 828 149 115 718 449
internal_value=0 3.32977e-05 0.000101473 0.000184264 0.00034778
internal_weight=0 0.00721394 0.00557508 0.0045468 0.00286355
internal_count=3121 2259 1431 1316 1167
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=6
num_cat=0
split_feature=0 1 4 15 0
split_gain=2.28072e-05 4.93715e-05 3.8588e-05 5.86498e-05 5.61915e-05
threshold=0.056435000000000006 0.077845000000000011 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00044606359062334381 0.00020332236851630395 -0.0002270274703968103 -0.0003316082509245028 0.000396592819460199 0.00026779471366855754
leaf_weight=0.0010397985683143381 0.0016675282807222065 0.0017535905952543287 0.0014051863718038385 0.001725172707414594 0.0010510727811561648
leaf_count=1570 204 795 156 205 191
internal_value=0 -5.19351e-05 1.71151e-05 0.000119502 -7.51141e-05
internal_weight=0 0.00697482 0.00593502 0.00418143 0.00245626
internal_count=3121 2917 1347 552 347
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=7
num_cat=0
split_feature=11 48 2 4 0 43
split_gain=3.63195e-05 5.47763e-05 8.65446e-05 6.55102e-05 5.98366e-05 6.45259e-05
threshold=0.079915000000000014 0.088875000000000023 0.11237500000000002 0.25615500000000008 -0.053834999999999994 -0.029804999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00053034522459660259 -0.00035969594037252832 0.00032791227280919106 0.00044121878435968463 -0.00060690264920750404 -0.00032693757734171097 -0.00013869175311716201
leaf_weight=0.001001238802047549 0.0010076462637661531 0.0018803293463472053 0.0011057251399460245 0.0010251625994819021 0.001710058399189026 0.0012414201411423268
leaf_count=963 199 426 349 162 174 848
internal_value=0 3.54123e-05 -5.4994e-05 -0.000165217 -5.06626e-05 0.000160001
internal_weight=0 0.00796393 0.00608361 0.00497788 0.00395272 0.00224266
internal_count=3121 2922 2496 2147 1985 1811
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=6
num_cat=0
split_feature=457 1 4 4 2
split_gain=1.23175e-05 2.66337e-05 4.28313e-05 2.36694e-05 1.39083e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.010857931183178285 0.0099482731614681952 -0.0034334064738972127 -0.018694268925010228 0.016274762485672587 -0.0042918626554241009
leaf_weight=0.001019977917245648 0.0010678806022766758 0.0011859110894203646 0.0017001792528794448 0.0012535231468596352 0.0014929955128582867
leaf_count=1266 289 193 634 261 478
internal_value=0 -0.00162154 -0.00643615 0.0066938 0.00185721
internal_weight=0 0.00665259 0.00421315 0.00243943 0.00251297
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=7
num_cat=0
split_feature=2 13 16 13 16 3
split_gain=2.95744e-05 4.0869e-05 3.7535e-05 3.18395e-05 6.80741e-05 1.75119e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.065999999999999989 -0.033284999999999988 -0.0064149999999999997 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00034739164808554157 0.00039842559362996495 0.000196679807225617 -0.00029473776297012533 -0.00038519323514731263 0.00037094989996067898 -3.2570293341217102e-05
leaf_weight=0.0014555290026050985 0.0013605674218848873 0.0013150091737031196 0.0010953278231817726 0.0010831952710142476 0.0012149724355165338 0.0010826695748125611
leaf_count=1269 200 279 440 602 237 94
internal_value=0 0.00012673 -2.66347e-05 -0.000104923 -5.34913e-07 -0.000208925
internal_weight=0 0.0037709 0.00241034 0.00483637 0.00338084 0.00216586
internal_count=3121 919 719 2202 933 696
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=6
num_cat=0
split_feature=2 13 13 16 16
split_gain=1.17783e-05 2.74701e-05 2.55533e-05 5.96664e-05 2.47328e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.0064149999999999997 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.01510769702443672 0.016452461426997692 0.0081158541100918753 -0.0090013850114814189 0.020102615273951022 -0.013327121830423698
leaf_weight=0.0013142207981450813 0.0012135443796610218 0.001100863546751244 0.0019381012760896969 0.0011066067400442884 0.0010518628500681959
leaf_count=1269 200 257 696 237 462
internal_value=0 0.0044209 -0.00345377 0.00157654 -0.00236159
internal_weight=0 0.00336627 0.00435893 0.00304471 0.00215273
internal_count=3121 919 2202 933 719
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=6
num_cat=0
split_feature=42 160 43 0 1
split_gain=1.5594e-05 3.11272e-05 3.68191e-05 4.2321e-05 0.000117293
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.15599999999999997 0.095025000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00021219416805781622 -0.00020692544807995883 -6.9806113361139109e-05 -0.00023392007585345794 -0.00013783100402364135 0.00066752358372305161
leaf_weight=0.0011620720013811904 0.0016125213289984999 0.0016607920591179179 0.0010186358608241623 0.0012120322563696755 0.0016307563862601715
leaf_count=862 828 149 115 718 449
internal_value=0 3.27452e-05 0.00010273 0.000178875 0.000324158
internal_weight=0 0.00713474 0.00552222 0.00450358 0.00284279
internal_count=3121 2259 1431 1316 1167
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=6
num_cat=0
split_feature=42 160 51 3 42
split_gain=1.15528e-05 3.02905e-05 2.3542e-05 2.93616e-05 2.6267e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084745000000000015 0.11296500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0095488072380081942 -0.010991664362247704 0.015947788629684823 0.018634361937214707 -0.013006768307065601 -0.0025040410750589459
leaf_weight=0.001092521823160636 0.0014923364234707059 0.0015275175725345698 0.0010393719397565355 0.0010110544046021235 0.0015587716057855491
leaf_count=862 828 276 244 115 796
internal_value=0 0.00154947 0.00519296 0.00178329 0.00662845
internal_weight=0 0.00662905 0.00513672 0.00409734 0.00308629
internal_count=3121 2259 1431 1187 1072
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=7
num_cat=0
split_feature=159 47 4 16 2 49
split_gain=2.69039e-05 2.59554e-05 3.64758e-05 6.36416e-05 3.99206e-05 4.06402e-05
threshold=-1.0000000180025095e-35 0.092165000000000011 -0.35136499999999998 -0.004174999999999999 0.089885000000000007 -0.0010999999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.0003015421234680437 -0.0003340368103232832 0.00024916980758270425 -0.00034011825614197475 0.00041675350626200444 0.00036745674999653173 -0.00016703701370621507
leaf_weight=0.0010282083034799669 0.0011775150506290058 0.0017129596478849957 0.0014267876229076405 0.0013300270914523536 0.0010206122996367344 0.001178427960519163
leaf_count=509 176 274 996 520 193 453
internal_value=0 3.57736e-05 -2.38249e-05 4.98818e-05 -8.46942e-05 8.10307e-05
internal_weight=0 0.00784633 0.00613337 0.00495585 0.00362583 0.00219904
internal_count=3121 2612 2338 2162 1642 646
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=8
num_cat=0
split_feature=4 3 16 4 13 0 16
split_gain=4.24886e-05 7.15042e-05 3.46949e-05 6.03218e-05 6.73657e-05 5.25685e-05 4.87592e-05
threshold=0.27287000000000006 -0.13309499999999996 -0.27167499999999994 0.0061450000000000003 -0.084034999999999985 -0.10607499999999999 0.0039400000000000008
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 -6
right_child=1 -3 3 5 6 -7 -8
leaf_value=-0.00039809865635685021 -0.0001131269748246922 0.00060656860386731914 0.00019850749319435125 0.0005455128796133823 -0.00061150550229261064 -7.1238659800161811e-05 -7.5250251177677086e-05
leaf_weight=0.001068032522271601 0.0010703915261821711 0.0010527715478029819 0.0013427878460410408 0.0011130043669658773 0.0012973682635848468 0.0010166735066379075 0.0013102499725609939
leaf_count=165 83 269 626 89 1090 290 509
internal_value=0 0.000243734 -7.21647e-05 -1.49109e-05 -0.000158311 0.000251086 -0.000342053
internal_weight=0 0.00212316 0.00714812 0.00608008 0.00395041 0.00212968 0.00260762
internal_count=3121 352 2769 2604 2225 379 1599
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=7
num_cat=0
split_feature=4 15 151 16 2 2
split_gain=1.99424e-05 4.05361e-05 3.44085e-05 4.61772e-05 5.32898e-05 3.50011e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 0.10774000000000002 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0002468794471239006 0.00036259396020678591 -0.00013021849427267016 -0.00048699000726671216 2.695133577631522e-05 0.00035493288280591791 -0.0004253654567375559
leaf_weight=0.0011146840125894645 0.0014399270157969882 0.0011575953429928054 0.0011056049248060222 0.0014726308339172928 0.001004716519974868 0.0011886442278387348
leaf_count=463 266 160 501 773 310 648
internal_value=0 0.00014297 -6.32892e-05 -0.000135747 -2.98178e-05 -0.000175074
internal_weight=0 0.00259752 0.00588628 0.0047716 0.00366599 0.00266128
internal_count=3121 426 2695 2232 1731 1421
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=7
num_cat=0
split_feature=15 15 2 4 16 12
split_gain=2.07228e-05 3.88208e-05 2.92002e-05 4.75199e-05 7.10606e-05 1.95051e-05
threshold=-0.11713499999999999 -0.095244999999999982 0.11018500000000002 0.0052350000000000009 0.0039400000000000008 0.088245000000000004
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=6.8181439431702247e-06 0.00038273556865575165 -0.00064363063826546431 0.00021182383301294666 0.00018956801922020432 8.9669774378701799e-06 -0.00037578501342389867
leaf_weight=0.0010462226886068342 0.0010927700530512698 0.0010985466239804567 0.0014943851490492478 0.0013511948531667838 0.0015418998421308277 0.0010037961459905525
leaf_count=351 164 1338 374 287 474 133
internal_value=0 4.52514e-05 -2.19726e-05 -0.000109501 -0.000262544 -0.000180524
internal_weight=0 0.0065788 0.00548603 0.00399164 0.00264045 0.00205002
internal_count=3121 2637 2473 2099 1812 484
is_linear=0
shrinkage=0.00196078


Tree=7459
num_leaves=6
num_cat=0
split_feature=2 13 16 13 16
split_gain=1.06966e-05 2.4029e-05 2.04893e-05 1.95625e-05 5.33794e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.071854999999999988 -0.033284999999999988 -0.0064149999999999997
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.013434667225151648 0.015411977595181481 0.0073957320281768397 -0.012047063825126113 -0.0088475978905916998 0.018581807180582968
leaf_weight=0.0013254549263792097 0.0012214919439350255 0.0011070201008175479 0.001061971416473762 0.0019558281969466137 0.0011133529335098651
leaf_count=1269 200 257 462 696 237
internal_value=0 0.00419385 -0.00212376 -0.00328203 0.00110249
internal_weight=0 0.00339048 0.00216899 0.00439464 0.00306918
internal_count=3121 919 719 2202 933
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=6
num_cat=0
split_feature=1 42 48 1 4
split_gain=1.11472e-05 2.09072e-05 2.70348e-05 2.48306e-05 1.57635e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0021023982467111521 0.014550430073448504 0.014013223398577883 -0.012449670228419186 -0.0035910796349978764 -0.01513699606647715
leaf_weight=0.0011016160591612891 0.0013462398912379983 0.001199967704736263 0.0013858312814507257 0.0017163604978795402 0.0010229296113243244
leaf_count=71 469 532 228 256 1565
internal_value=0 0.00229925 -0.000860609 0.00438346 -0.00619805
internal_weight=0 0.0056484 0.00444843 0.0030626 0.00212455
internal_count=3121 1485 953 725 1636
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=7
num_cat=0
split_feature=11 2 16 52 0 43
split_gain=1.69539e-05 3.88111e-05 8.33727e-05 6.80365e-05 5.84422e-05 3.50643e-05
threshold=0.078340000000000007 0.10699500000000002 -0.074319999999999983 0.084960000000000022 -0.10607499999999999 -0.015774999999999994
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00033159436308135111 -0.00024278823391171321 -0.0001446840840392582 0.00059097671802566161 -0.00048403461060859742 0.00010906046345476879 -0.00039423803027733813
leaf_weight=0.0016613120102260829 0.0010237299730326997 0.0011536278286101208 0.0012172043556827568 0.0011757021216015386 0.0010004374197270642 0.0011370945276554796
leaf_count=224 208 263 339 788 834 465
internal_value=0 2.65543e-05 0.00023301 -7.1841e-05 5.57285e-05 -0.000158677
internal_weight=0 0.00734538 0.00237083 0.00497455 0.00379884 0.00213753
internal_count=3121 2913 602 2311 1523 1299
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.1056e-05 2.48197e-05 4.01618e-05 7.43209e-05 5.05883e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012811085626704966 0.0093872018390741292 -0.015277353567666699 0.0083114929035376962 0.027225182913127383 -0.018720377874355029
leaf_weight=0.0015048386332786913 0.0010750812031996614 0.0010989852035015249 0.0017508935970909341 0.0011994035483701973 0.0011450655798354891
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00153716 0.00115922 0.0062926 -0.00237694
internal_weight=0 0.00669919 0.0056002 0.00409536 0.00289596
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=6
num_cat=0
split_feature=3 2 48 2 13
split_gain=1.16994e-05 2.02316e-05 3.54184e-05 5.09523e-05 3.67735e-05
threshold=0.13524500000000003 0.11548000000000001 0.088875000000000023 0.084245000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012652982629915793 0.0087672829753689934 0.011310006247852882 0.012568230693364804 -0.019889189105400176 -0.011922955670229362
leaf_weight=0.0013568764762449434 0.0012667491212885931 0.0010042185912071079 0.001031483172651412 0.0019914116384612155 0.0011044377933376655
leaf_count=706 192 328 313 1442 140
internal_value=0 -0.00173934 -0.00412881 -0.00799672 0.0016253
internal_weight=0 0.00648843 0.00548421 0.00445273 0.00246131
internal_count=3121 2929 2601 2288 846
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=7
num_cat=0
split_feature=42 49 4 2 1 1
split_gain=1.2132e-05 2.57532e-05 2.52072e-05 2.61492e-05 3.8847e-05 2.13996e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.24564500000000003 0.10097500000000002 0.080585000000000004 0.107145
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0021129696650034244 -0.0099689616219239743 0.01883036754076135 0.018266190018251763 -0.011443913846112701 -0.0072045397032840797 -0.01818047475411504
leaf_weight=0.0010771652975799695 0.0010584123469689188 0.001299225237082615 0.0011892487409692295 0.0010869798690656125 0.0010254849357973451 0.0010039297102440192
leaf_count=434 630 925 224 331 435 142
internal_value=0 0.0015541 0.00572937 0.00135928 0.00734575 -0.00767668
internal_weight=0 0.00668203 0.00460094 0.00341169 0.00232471 0.0020811
internal_count=3121 2491 1915 1691 1360 576
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=6
num_cat=0
split_feature=11 2 3 0 43
split_gain=1.21766e-05 3.51508e-05 4.91542e-05 4.51982e-05 3.93555e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.11924500000000002 -0.053834999999999994 -0.029804999999999995
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.018709637189857711 -0.0103039398491949 0.02296352587300686 -0.0031361291774756068 -0.019016987732334231 -0.0071458457972275223
leaf_weight=0.0010008768674507847 0.0010018601436700744 0.0014362113425338049 0.0014502190464774686 0.0014075076833158567 0.0014295718157023387
leaf_count=991 244 626 186 194 880
internal_value=0 0.00151336 0.00985037 -0.0047567 0.00350163
internal_weight=0 0.00672439 0.00288643 0.00383796 0.00243045
internal_count=3121 2877 812 2065 1871
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=6
num_cat=0
split_feature=2 13 2 2 0
split_gain=1.62592e-05 2.23443e-05 3.50276e-05 6.2907e-05 4.63106e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.099185000000000009 0.11704500000000001 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00022662649772908642 5.2106867066609421e-05 0.00019195938652019477 0.00029613830072757792 -0.00027623636744006087 -0.00045689636481767269
leaf_weight=0.0010400605193408921 0.0011774446214880645 0.0013488045143538394 0.001776011686870835 0.0012634020669341356 0.0016506233119031007
leaf_count=199 183 205 473 358 1703
internal_value=0 -3.56066e-05 -8.7919e-05 5.82176e-05 -0.000244977
internal_weight=0 0.00721629 0.00586748 0.00303941 0.00282807
internal_count=3121 2922 2717 831 1886
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=6
num_cat=0
split_feature=42 13 16 52 15
split_gain=1.14334e-05 2.43219e-05 2.63015e-05 2.68571e-05 3.06388e-05
threshold=0.092620000000000022 0.11217000000000001 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014072938334393515 -0.0096861646026678398 0.014243470307967691 -0.014682147916221785 -0.016077175608201166 0.0049358434282701716
leaf_weight=0.0013293941487147352 0.0010559328511758849 0.0012249805332199201 0.001163726015137671 0.0011193301403120825 0.0018256729748562038
leaf_count=409 630 166 401 294 1221
internal_value=0 0.00151371 -0.00135377 0.00227495 -0.00305074
internal_weight=0 0.0066631 0.00543812 0.0042744 0.002945
internal_count=3121 2491 2325 1924 1515
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=6
num_cat=0
split_feature=3 3 12 4 16
split_gain=1.31139e-05 1.91014e-05 3.14514e-05 5.17752e-05 2.30475e-05
threshold=0.13524500000000003 0.076840000000000006 0.084100000000000022 0.09173000000000002 -0.087874999999999981
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.011967109929971909 0.0093089310871928149 0.00081148923613172548 -0.02129335483809288 0.0071275473597287925 -0.020527450955483161
leaf_weight=0.0018112853730340678 0.0012611823682960174 0.0010096695232308939 0.001130761102834985 0.0014798460272901605 0.0010149350635281565
leaf_count=640 192 90 1838 211 150
internal_value=0 -0.00184113 0.00184216 -0.00518271 -0.00988573
internal_weight=0 0.0064465 0.00442189 0.00261061 0.0020246
internal_count=3121 2929 2689 2049 240
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=7
num_cat=0
split_feature=52 0 15 15 49 15
split_gain=1.39601e-05 5.35234e-05 3.30255e-05 7.2126e-05 5.70166e-05 4.95348e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.024640000000000006 -0.043469999999999995 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0003248939354091066 0.00017605814994853047 -0.0004572539874477461 0.00060870667447586783 -0.00011565634965342329 6.4164088092123336e-05 -0.00044641632195223027
leaf_weight=0.0010242491866822323 0.0014176339866014938 0.0010010088891802566 0.0010099974477357047 0.0011085599108065988 0.0013494138439677419 0.0015928768208031204
leaf_count=230 553 127 306 942 263 700
internal_value=0 -3.70958e-05 3.20209e-05 0.000229675 -7.35477e-05 -0.00021225
internal_weight=0 0.00708611 0.0060851 0.00211856 0.00396654 0.00294229
internal_count=3121 2568 2441 1248 1193 963
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=7
num_cat=0
split_feature=159 1 13 2 3 52
split_gain=3.04921e-05 2.6973e-05 3.68194e-05 8.1729e-05 2.72908e-05 4.38666e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.12018999999999998 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00031869450790654886 -0.00061459376595282707 0.00031966097302293847 0.00036758232203325611 0.00010284110221919968 -0.00029758888045151557 0.0001889196940504562
leaf_weight=0.0010379875724777976 0.001045861104450471 0.0011266678067116667 0.0011128264985722359 0.0014664753891319075 0.0011308289078812144 0.0019263647588531375
leaf_count=509 897 216 206 297 328 668
internal_value=0 3.90122e-05 -8.30609e-06 -0.00019582 0.000104667 8.96447e-06
internal_weight=0 0.00780902 0.00668236 0.00251234 0.00417002 0.00305719
internal_count=3121 2612 2396 1194 1202 996
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=1.1592e-05 2.67295e-05 2.46525e-05 4.06669e-05 6.11135e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0095766269667937783 -0.010239928381488891 -0.008084780997032609 0.028623217461211221 -0.005418791706610894 -0.0021572877530074931
leaf_weight=0.0010902121731284778 0.0014911636412783874 0.0011299117360645218 0.0015528591772664452 0.0013613535885463055 0.001103361067371383
leaf_count=862 828 300 508 289 334
internal_value=0 0.00154944 0.00496467 0.00863473 0.0158374
internal_weight=0 0.00663865 0.00514749 0.00401757 0.00265622
internal_count=3121 2259 1431 1131 842
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=7
num_cat=0
split_feature=52 0 15 49 15 0
split_gain=1.53681e-05 3.98048e-05 4.31389e-05 6.06103e-05 5.26662e-05 1.42491e-05
threshold=0.10744000000000002 0.11070500000000001 -0.016799999999999995 -0.031119999999999998 -0.15026499999999995 -0.084044999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=0.00029293433018288159 0.00018087479199835097 -0.00040237027795958323 8.1898976064348074e-05 2.8895217817998742e-05 -0.00050933338143585105 0.00040771383751514256
leaf_weight=0.0010671158928456789 0.0014011556335466729 0.0010183426807569953 0.001023744931097529 0.0013200855899477893 0.0014855471233142961 0.0010406650491965493
leaf_count=239 553 138 522 262 689 718
internal_value=0 -4.42115e-05 1.72199e-05 -0.000104809 -0.00025609 0.000246142
internal_weight=0 0.0069555 0.00593716 0.00387275 0.00280563 0.00206441
internal_count=3121 2568 2430 1190 951 1240
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=6
num_cat=0
split_feature=0 15 2 2 49
split_gain=1.14895e-05 2.43411e-05 2.74488e-05 4.65348e-05 2.31993e-05
threshold=0.056435000000000006 0.024640000000000006 0.11704500000000001 0.098035000000000011 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013246288158657289 0.0078804814891960118 -0.015773832989182651 -0.012980770592665128 0.023218227913083672 0.0049909079254541891
leaf_weight=0.0010793794618500947 0.0014860792446138565 0.0010519221644422275 0.0011164722600083632 0.0010192904456487479 0.0019716551728704334
leaf_count=340 204 1164 323 344 746
internal_value=0 -0.00190373 0.000909237 0.0047192 -0.00146095
internal_weight=0 0.00623872 0.0051868 0.00407033 0.00305103
internal_count=3121 2917 1753 1430 1086
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=7
num_cat=0
split_feature=147 2 2 52 52 3
split_gain=1.28748e-05 2.39187e-05 5.1164e-05 3.67668e-05 3.77083e-05 1.81983e-05
threshold=1.0000000180025095e-35 0.11704500000000001 0.10774000000000002 0.084960000000000022 -0.088204999999999992 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.013622262556397577 0.010512426859057622 -0.014314115935414479 0.021030749691105965 -0.018263883193004836 0.0010506251182786476 0.019356478069077525
leaf_weight=0.0010335862720702313 0.0010089498489336164 0.0012127717353530845 0.0010520696325457164 0.0012218567361366199 0.0011678082367324459 0.0010151209520466212
leaf_count=450 183 366 236 811 981 94
internal_value=0 -0.00160423 0.00120323 -0.00349667 0.00211294 0.00956334
internal_weight=0 0.00670321 0.00549044 0.00443837 0.00321652 0.00218293
internal_count=3121 2938 2572 2336 1525 1075
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=7
num_cat=0
split_feature=159 0 2 43 3 13
split_gain=5.39232e-05 5.34468e-05 0.000126724 3.62976e-05 5.80107e-05 5.05176e-05
threshold=-1.0000000180025095e-35 -0.18113999999999997 0.11293500000000002 -0.074359999999999996 -0.116045 -0.0060599999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00043750412772286426 -0.00027125784847061815 0.00050540479949714339 0.00071529594091699136 0.00020444838940001189 -0.00036688507775179091 -9.6144006285313747e-05
leaf_weight=0.0010293277856089694 0.0016737043639609289 0.0010034305713609447 0.0011366019295267977 0.001095336056014791 0.0018161916522290516 0.0011540257888317446
leaf_count=509 154 600 399 145 1040 274
internal_value=0 3.96982e-05 0.000123566 -9.11582e-06 -0.000151946 0.000183636
internal_weight=0 0.00787929 0.00620559 0.00506898 0.00291153 0.00215746
internal_count=3121 2612 2458 2059 1185 874
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=7
num_cat=0
split_feature=52 160 16 48 1 43
split_gain=1.26521e-05 2.81516e-05 4.7393e-05 2.88631e-05 1.32577e-05 1.14566e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 0.085845000000000019 0.10871500000000002 -0.029804999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.013246371432263485 0.0090438978216778633 0.01676289997646252 -0.0091654399138736391 -0.0099440276782517753 0.001052800252111414 -0.024107943033239251
leaf_weight=0.0010377359012788316 0.0012812710112894586 0.0011589723864644827 0.0010176218031152076 0.0011841960350222843 0.0010012255954613583 0.0010349486578085747
leaf_count=485 553 886 502 189 152 354
internal_value=0 -0.0018377 -0.00473809 0.00260321 0.00948146 -0.0166998
internal_weight=0 0.0064347 0.00539696 0.00334439 0.0021602 0.00205257
internal_count=3121 2568 2083 1227 1038 856
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=6
num_cat=0
split_feature=16 13 3 1 4
split_gain=1.3426e-05 4.1382e-05 3.47963e-05 4.09098e-05 1.50378e-05
threshold=0.0039400000000000008 0.038215000000000006 -0.13309499999999996 0.10557500000000002 -0.00059999999999999995
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.018973609190735555 -0.0040154708002092844 0.021196983394961753 0.00043085857217689376 0.012348417611144889 -0.016659982465364473
leaf_weight=0.0010847248348980435 0.0017156528692530461 0.0010490644583095871 0.0010066541517279571 0.001792699881277897 0.0010537076699196853
leaf_count=172 640 188 1304 366 451
internal_value=0 0.00555133 -0.00315226 0.00130182 -0.00830972
internal_weight=0 0.00276472 0.00493779 0.00385306 0.00206036
internal_count=3121 828 2293 2121 1755
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=6
num_cat=0
split_feature=15 12 16 4 3
split_gain=2.17497e-05 4.44597e-05 3.87395e-05 8.43047e-05 2.84862e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 0.0052350000000000009 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00018953724518617091 -0.00036058221908362713 0.00051949307338863978 -0.00020292113800805326 0.00047125305113554337 6.1641657736107049e-05
leaf_weight=0.0019678965330804611 0.0012386519394017742 0.0010004446410945666 0.0018945911843116382 0.001143567967003135 0.0010934919395831166
leaf_count=484 296 343 1211 112 675
internal_value=0 4.62976e-05 -6.83169e-05 5.08391e-05 0.000280395
internal_weight=0 0.00637075 0.00427681 0.00303816 0.00209394
internal_count=3121 2637 1619 1323 1018
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=6
num_cat=0
split_feature=52 160 52 4 1
split_gain=1.25713e-05 2.17303e-05 3.1179e-05 2.6412e-05 3.01076e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0075650335095653028 -0.014329680619817929 -0.015918447461345561 0.015753686496609218 0.012680177325054678 -0.0090153751684027821
leaf_weight=0.0016974819363909299 0.0011824660506279793 0.0011781027879706582 0.001081291714885013 0.0013208114614058815 0.0012402786993035624
leaf_count=771 825 867 233 254 171
internal_value=0 -0.00218177 0.000798117 -0.0035267 0.00217351
internal_weight=0 0.00600295 0.00482048 0.00373919 0.00256109
internal_count=3121 2350 1525 1292 425
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=6
num_cat=0
split_feature=43 43 4 3 12
split_gain=1.59283e-05 3.6341e-05 2.16287e-05 3.88262e-05 1.91372e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.059649999999999988 0.090900000000000009 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-5.4159219695955006e-05 -0.00025642124299492914 0.00040253001724986686 -0.00036650681042117229 0.00021527274381885042 1.3125387082512926e-05
leaf_weight=0.0017795360440299036 0.0015810268961940358 0.0010743476382092363 0.0010027607319081917 0.0019172077619802261 0.001039998176234487
leaf_count=465 890 990 169 249 358
internal_value=0 0.000117762 -6.25438e-05 1.48623e-05 -0.000173231
internal_weight=0 0.00285388 0.00554099 0.00395997 0.00204276
internal_count=3121 1455 1666 776 527
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=7
num_cat=0
split_feature=49 16 15 3 1 52
split_gain=2.78002e-05 4.50031e-05 3.87783e-05 3.86384e-05 6.85131e-05 3.3631e-05
threshold=-0.043469999999999995 0.38525000000000004 -0.040804999999999994 -0.13309499999999996 0.111945 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00047112715296085796 -0.00041764878426644222 0.00031386924887111695 -7.3395821053715371e-05 -4.7058155118332698e-05 0.00032205236395920601 -0.00048492190863259476
leaf_weight=0.0010037746262902098 0.0013867716236820038 0.0010211389576174398 0.0010075278071345311 0.0017876269155800374 0.0013597817396400393 0.0010829715396603213
leaf_count=226 188 300 199 1001 263 944
internal_value=0 -6.47814e-05 0.000198358 -0.000133616 -4.05066e-05 -0.000212248
internal_weight=0 0.00663829 0.0020113 0.00561715 0.00423038 0.0028706
internal_count=3121 2696 425 2396 2208 1945
is_linear=0
shrinkage=0.00196078


Tree=7482
num_leaves=6
num_cat=0
split_feature=159 1 13 2 2
split_gain=6.22901e-05 4.52278e-05 5.4524e-05 5.88474e-05 8.05051e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.090705000000000008 0.089885000000000007 0.10613000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00046503959843525636 -0.00037730569455772669 0.00041472978600545958 0.00035074470483307819 0.00037363680686995599 -0.00021894497767685126
leaf_weight=0.0010178949955592089 0.0018782313169383451 0.0011232009949744453 0.0012978704798302636 0.0016230575617843135 0.0019290043652553251
leaf_count=509 1230 216 250 515 401
internal_value=0 5.04966e-05 -1.03086e-05 -9.66024e-05 5.18257e-05
internal_weight=0 0.00785136 0.00672816 0.00543029 0.00355206
internal_count=3121 2612 2396 2146 916
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=7
num_cat=0
split_feature=0 150 15 2 15 15
split_gain=1.18891e-05 3.19303e-05 3.00644e-05 2.56435e-05 1.88071e-05 1.66133e-05
threshold=-0.060129999999999996 0.081835000000000019 -0.0088349999999999974 0.10097500000000002 -0.016799999999999995 -0.14601999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -2 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.0052760329283839209 0.001301168583264282 0.010690300863504962 0.0053162630208600107 -0.0085192814142351133 0.019975797105298194 -0.022471090582702885
leaf_weight=0.0010101585815666316 0.0010581638979517973 0.0012025909499591711 0.001096345020917459 0.0010051647725369929 0.001099770952872678 0.0012661843538500819
leaf_count=288 121 347 1180 311 141 733
internal_value=0 -0.00329983 -0.00828826 0.00467338 0.0108185 -0.0148405
internal_weight=0 0.00457528 0.00337269 0.0031631 0.00215793 0.00227634
internal_count=3121 2548 2201 573 262 1021
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=7
num_cat=0
split_feature=1 457 0 3 2 0
split_gain=1.15212e-05 1.89899e-05 3.44977e-05 3.03503e-05 2.43764e-05 1.13542e-05
threshold=0.11588000000000001 0.0063150000000000003 -0.08824499999999999 -0.10115999999999999 0.10005000000000001 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.024396249998523512 0.013900635797338785 0.010123233953056879 0.014306768305093746 -0.007832879031061361 -0.0031900490666104358 -0.00089755682916399862
leaf_weight=0.0011344928803822079 0.0010142347427401915 0.0010001658063575102 0.0012123189942840958 0.0012655708230349361 0.0010380104542582382 0.001060764287598201
leaf_count=566 189 267 234 1458 181 226
internal_value=0 -0.00237719 -0.00506567 0.00299905 -0.014264 0.00633562
internal_weight=0 0.00565056 0.00465039 0.00247789 0.0021725 0.002075
internal_count=3121 2706 2439 1692 747 415
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=5
num_cat=0
split_feature=3 3 47 1
split_gain=1.06456e-05 2.36414e-05 2.95089e-05 4.25166e-05
threshold=0.13524500000000003 0.083060000000000009 0.084635000000000016 0.079415000000000013
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.015977756649757667 0.0083845935977368957 -0.010912211468991968 0.015566451075330799 0.0070338489445054501
leaf_weight=0.0013841893935180711 0.0012572396824066757 0.0019382246819871878 0.0012215172518876996 0.0019119320832983247
leaf_count=1524 192 228 327 850
internal_value=0 -0.00167346 0.00229029 -0.00262976
internal_weight=0 0.00645586 0.00451764 0.00329612
internal_count=3121 2929 2701 2374
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=5
num_cat=0
split_feature=15 12 16 4
split_gain=1.07924e-05 3.06e-05 3.32589e-05 7.46021e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 -0.04890499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0067602643325906254 -0.017383220237320869 0.012365891952531134 -0.015512950636547724 0.017312185169177728
leaf_weight=0.0018200619640814696 0.0011417678738309973 0.001931725986731898 0.0012371767083439438 0.0015722707408743061
leaf_count=484 296 1018 721 602
internal_value=0 0.0020512 -0.00299159 0.00285721
internal_weight=0 0.00588294 0.00395122 0.00280945
internal_count=3121 2637 1619 1323
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.07582e-05 2.76693e-05 2.44358e-05 4.60682e-05 6.13013e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0092336692207274727 -0.010566033196661604 0.016741231894821188 -0.023404746536886702 0.015636372869364326 0.0082633249897944988
leaf_weight=0.0010895252038019103 0.0014770491439637101 0.0013117496419781361 0.0012017173650816064 0.0013647284040240524 0.0012440568173165106
leaf_count=862 828 257 660 316 198
internal_value=0 0.00149217 0.00496927 0.000916823 -0.0072966
internal_weight=0 0.0065993 0.00512225 0.0038105 0.00244577
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=6
num_cat=0
split_feature=0 1 4 15 0
split_gain=2.25101e-05 3.11321e-05 2.39034e-05 4.56606e-05 7.06907e-05
threshold=0.056435000000000006 0.077845000000000011 0.0061450000000000003 -0.095869999999999983 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00037144958413989036 0.00020440104656675105 -0.00019429377271326976 -0.00038030822757496489 0.00033215446757618673 0.00029620333635977205
leaf_weight=0.0010099971133037426 0.0016045160490751444 0.0016932934193327909 0.0013802951269364329 0.0016700046446832552 0.0010422477015771914
leaf_count=1570 204 795 156 205 191
internal_value=0 -5.38094e-05 1.63896e-06 8.27062e-05 -8.92535e-05
internal_weight=0 0.00679584 0.00578584 0.00409255 0.00242254
internal_count=3121 2917 1347 552 347
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=1.86854e-05 2.79979e-05 3.89318e-05 4.21636e-05 3.61137e-05 3.54981e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10699500000000002 -0.028889999999999996 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00024423255922819369 0.00013173400273719946 0.0002347257886533009 -0.00040479623017330752 0.00028167269651544087 -2.4501160103955414e-05 -0.00052921116845537251
leaf_weight=0.0010365652926752336 0.0012884370992177559 0.0012103521193811174 0.0012202053776760513 0.001346529502743101 0.0010436476108337752 0.0011009745647890905
leaf_count=199 671 259 191 403 1264 134
internal_value=0 -3.73142e-05 -9.21934e-05 -1.23875e-05 -0.000127725 -0.000283602
internal_weight=0 0.00721015 0.00599979 0.00477959 0.00343306 0.00214462
internal_count=3121 2922 2663 2472 2069 1398
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=6
num_cat=0
split_feature=2 16 4 2 4
split_gain=1.5112e-05 2.26374e-05 3.67255e-05 4.78556e-05 3.72645e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0002135353776480966 0.00022943576627242073 -0.00036746953085404555 -0.00036160272945137586 0.00031416655634719428 4.9571939120667011e-05
leaf_weight=0.0010495124673077913 0.0010375651139524697 0.0014145944742815397 0.0014085088246241721 0.0013312735969045106 0.0019722213929180927
leaf_count=199 189 231 276 402 1824
internal_value=0 -3.83964e-05 -8.37549e-05 -8.0793e-07 -0.000124617
internal_weight=0 0.00716416 0.0061266 0.00471809 0.00338682
internal_count=3121 2922 2733 2457 2055
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=7
num_cat=0
split_feature=2 52 4 1 2 3
split_gain=1.94715e-05 2.45721e-05 4.66174e-05 7.70263e-05 6.79262e-05 2.19055e-05
threshold=-1.0000000180025095e-35 -0.088204999999999992 -0.0016099999999999997 0.10557500000000002 0.10097500000000002 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.0002414142137864431 -0.00025918497470971 0.00044260249977716014 -0.0005922380039664818 0.00023304483648080667 -0.00018276004454192117 -0.00014739791602643947
leaf_weight=0.0011037683895391837 0.0015334812569126142 0.0017464298663948353 0.0010059495151918015 0.0012544510725643909 0.0010811935046735938 0.0010852987900815815
leaf_count=199 649 1288 461 193 212 119
internal_value=0 -3.70412e-05 1.81404e-05 -0.000138503 0.000203484 5.65755e-05
internal_weight=0 0.0077068 0.00617332 0.0033457 0.00282762 0.00233975
internal_count=3121 2922 2273 773 1500 312
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=6
num_cat=0
split_feature=159 15 2 52 4
split_gain=1.12157e-05 2.7672e-05 3.82323e-05 4.28074e-05 1.31541e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 -0.0064899999999999992 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013260277629625157 0.0094029863282717382 -0.0073216586474532698 -0.0094223388744933672 0.02469585402829224 0.0089283584900536079
leaf_weight=0.0015528078445995437 0.0010822874136210197 0.0011112275844783956 0.0018617064895376668 0.0010723071627812531 0.0010444521718146909
leaf_count=331 527 498 525 1005 235
internal_value=0 -0.00157494 0.00199013 0.00857214 0.0169159
internal_weight=0 0.0066425 0.00508969 0.00322799 0.00211676
internal_count=3121 2594 2263 1738 1240
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=6
num_cat=0
split_feature=52 15 15 15 0
split_gain=1.13546e-05 5.23406e-05 2.72882e-05 3.67608e-05 2.71244e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.020217589571172707 -0.013890823884751905 -0.009207006025231711 0.016500596120535387 0.0066862183853265275 -0.01395821857582933
leaf_weight=0.0012206169869781369 0.0015292115536614873 0.001197719676674686 0.0011882553017223624 0.0011477815553775615 0.0014285625974848881
leaf_count=516 367 437 445 1235 121
internal_value=0 0.00564459 -0.00262589 0.00195002 -0.00476096
internal_weight=0 0.00241834 0.00529381 0.0037646 0.00257634
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.76445e-05 3.37117e-05 5.57421e-05 6.95684e-05 4.39605e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.085589999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00027500241871201086 0.00018263353285167947 -0.00035581844475474143 -0.00027486208079344963 0.00062132935373234528 0.00012007296638510987
leaf_weight=0.001777510031611973 0.001595264416130949 0.0011306852589189828 0.0011144460450106864 0.0010529608876403476 0.0018625162994112246
leaf_count=1067 279 414 327 321 713
internal_value=0 -4.6062e-05 1.42464e-05 0.000141828 0.000301108
internal_weight=0 0.00693812 0.00580743 0.00402992 0.00291548
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=1.17014e-05 2.85615e-05 4.56688e-05 3.56267e-05 4.15014e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.01936555890062314 0.008089618623035956 -0.012460103028414811 0.01165072697334717 -0.023195940139981625 0.0041355188193266303
leaf_weight=0.0011711399843644769 0.0014423764053223074 0.0018183622739634357 0.0010406657131108131 0.0012191827659036236 0.0010206787984215551
leaf_count=160 279 1443 437 668 134
internal_value=0 -0.00189979 0.00241376 -0.003638 -0.0107413
internal_weight=0 0.00627003 0.00445167 0.00328053 0.00223986
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=7
num_cat=0
split_feature=52 12 1 1 4 12
split_gain=4.21579e-05 2.99987e-05 3.99232e-05 6.61471e-05 3.4146e-05 1.43283e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.076779999999999987 0.11351500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.00012601258329056166 -0.00034030690895521092 0.00042053196798717347 -0.00029152586566471596 0.00047439875972110748 -0.00030685861383793992 9.0145624936778052e-05
leaf_weight=0.0014596644503343352 0.0012216401759676584 0.0010186389146667808 0.0015315765499524193 0.0011627819709278692 0.0013473106244443096 0.0010002269397067589
leaf_count=730 501 407 294 254 784 151
internal_value=0 5.24144e-05 -2.26072e-05 8.11446e-05 -8.17598e-05 0.000256845
internal_weight=0 0.0075202 0.00550133 0.00396976 0.00280698 0.00201887
internal_count=3121 2620 2062 1768 1514 558
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=7
num_cat=0
split_feature=0 15 15 150 15 1
split_gain=1.68836e-05 2.93724e-05 4.94402e-05 5.40761e-05 8.11118e-05 4.4576e-05
threshold=0.056435000000000006 0.024640000000000006 -0.016799999999999995 0.081835000000000019 -0.10091499999999999 0.111945
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00028349172766144209 0.00018295733425491189 -0.00032767987094180738 0.00039871517146969598 0.00024743417924716539 -0.00065474345976311598 0.0002931023061845501
leaf_weight=0.0010072302554637981 0.0016029958536596415 0.0011408831190677596 0.001060272645612037 0.0014085844849605809 0.0010648281390596751 0.0010558754444624343
leaf_count=291 204 1164 326 295 621 220
internal_value=0 -4.09365e-05 1.7515e-05 -7.1579e-05 -0.000215238 1.16029e-05
internal_weight=0 0.00673767 0.00559679 0.00453652 0.00312793 0.00206311
internal_count=3121 2917 1753 1427 1132 511
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.213e-05 2.30456e-05 5.84167e-05 4.63175e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0089269777927790915 -0.0099035181682692718 -0.0068170785838615883 -0.016007021233514159 0.018866431994166578
leaf_weight=0.0018696509820725154 0.0010712491261434497 0.0011957295094224183 0.0018889375991005858 0.0017010648201012568
leaf_count=882 501 751 333 654
internal_value=0 0.001562 -0.00360399 0.00826487
internal_weight=0 0.00665538 0.00375859 0.00289679
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.30409e-05 2.50028e-05 3.33563e-05 3.91747e-05 1.30169e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.033689999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0084418118234492589 0.0079361717083224117 -0.00065334890856911046 -0.019184063010457442 -0.01643276979065279 0.015166979237740685
leaf_weight=0.0014720796470928362 0.0017959506718497461 0.0010067531500596231 0.0013467437260737806 0.0010159283109114356 0.0010758868564225968
leaf_count=303 843 226 1422 167 160
internal_value=0 -0.0020216 -0.00604465 -0.000333807 0.00751939
internal_weight=0 0.00624126 0.00444531 0.00309857 0.00208264
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=6
num_cat=0
split_feature=1 48 12 15 12
split_gain=1.43804e-05 3.45572e-05 3.50748e-05 3.87382e-05 9.25139e-06
threshold=0.11323000000000001 0.083985000000000018 0.090455000000000021 -0.0040799999999999994 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.030169601491392802 0.013079890714145358 0.0099871652814833029 0.00505170989846075 -0.0047130580216041742 0.00057908214720209575
leaf_weight=0.0010024838246184026 0.0011153086794592265 0.0014944433289143665 0.0013468567996932786 0.0014807452248094229 0.001261763255215799
leaf_count=547 311 457 850 801 155
internal_value=0 -0.00290996 -0.00794224 -0.0149899 0.00644439
internal_weight=0 0.00532453 0.00383009 0.00248323 0.00237707
internal_count=3121 2655 2198 1348 466
is_linear=0
shrinkage=0.1


Tree=7501
num_leaves=6
num_cat=0
split_feature=13 1 43 47 52
split_gain=1.34053e-05 2.40415e-05 3.27942e-05 5.28874e-05 3.42948e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01340590829848499 0.0081608955530588258 0.017369731086859474 -0.0057524988392819235 -0.021054722966181341 0.01764338590795712
leaf_weight=0.0014478836771176003 0.0015884101092802786 0.0010024622386774827 0.0013636539154415386 0.0011275546231409427 0.001159095634683047
leaf_count=1500 217 445 318 200 441
internal_value=0 -0.00215257 0.00134933 -0.00305027 0.00499691
internal_weight=0 0.00610065 0.00465277 0.0036503 0.00252275
internal_count=3121 2904 1404 959 759
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.2063e-05 2.27735e-05 5.36893e-05 4.17785e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0074600877809812317 -0.0099031090001634632 0.007326794509692796 0.018472367208985856 -0.017421778021266664
leaf_weight=0.0019631719676906478 0.0010637976408264952 0.0015675160733571026 0.0018720243569589831 0.0012075941507124102
leaf_count=232 501 1525 686 177
internal_value=0 0.00157053 0.0053855 -0.00344259
internal_weight=0 0.00661031 0.00464713 0.00277511
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=7
num_cat=0
split_feature=2 4 4 2 48 4
split_gain=1.97874e-05 3.30295e-05 3.48831e-05 4.71967e-05 3.98203e-05 4.50397e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10699500000000002 0.083985000000000018 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00024608347014861207 -0.00056156564039683656 0.00025248493276968113 -0.00038889064058222184 0.00028170015442376622 0.00017930597929647447 -3.0878398317592456e-05
leaf_weight=0.0010748490282119442 0.0011570756556028535 0.0012462167100191646 0.0012573595922456488 0.0013985290382331492 0.0010305546041513595 0.001312108412637076
leaf_count=199 191 259 191 403 323 1555
internal_value=0 -3.86206e-05 -9.75554e-05 -2.27712e-05 -0.000144441 -0.000279562
internal_weight=0 0.00740184 0.00615563 0.00489827 0.00349974 0.00246918
internal_count=3121 2922 2663 2472 2069 1746
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.40103e-05 2.88391e-05 3.58042e-05 6.51962e-05 3.4874e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011567163655938992 0.0088920385476352667 -0.017437802599521324 -0.015222349264911832 0.027828474166226431 0.0045791669991995122
leaf_weight=0.0015914958965216096 0.00143450699381867 0.0010210392190884406 0.0010058993213406683 0.001144469575942981 0.0014788862898010506
leaf_count=1067 279 414 327 487 547
internal_value=0 -0.00206752 0.000938498 0.00642246 0.0147219
internal_weight=0 0.00624179 0.00522075 0.00362926 0.00262336
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=6
num_cat=0
split_feature=52 12 48 15 2
split_gain=2.73164e-05 4.74056e-05 4.43702e-05 5.13036e-05 3.61163e-05
threshold=0.11434500000000002 0.095110000000000014 0.083985000000000018 -0.016799999999999995 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00048946224597795347 -0.00027647641386898195 0.00030231679401957872 0.00018905052777009918 0.00025194681398344262 -0.0002515739874614274
leaf_weight=0.0013144236885499596 0.0011990618956275569 0.001978036778140178 0.001897308433646632 0.0010968886745329402 0.0010938412722444903
leaf_count=547 501 558 426 884 205
internal_value=0 4.26117e-05 -5.24757e-05 -0.000183212 5.36623e-07
internal_weight=0 0.0073805 0.00540246 0.00350515 0.00219073
internal_count=3121 2620 2062 1636 1089
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=6
num_cat=0
split_feature=15 151 48 12 4
split_gain=1.18724e-05 2.44802e-05 2.83355e-05 4.11953e-05 2.45786e-05
threshold=-0.24436499999999997 -0.016164999999999995 0.091545000000000015 0.090455000000000021 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0096603064463816682 0.010200770241371518 -0.0069223617261763223 0.0095490564014235665 0.0037609951028358397 -0.026849581242303217
leaf_weight=0.0010877707534548307 0.0013845719326100198 0.0012618723118326945 0.0010930419679253704 0.0016334699486690221 0.0012148623469761381
leaf_count=253 522 899 244 893 310
internal_value=0 -0.00161647 -0.00476101 -0.00856653 -0.0166969
internal_weight=0 0.00658782 0.00520325 0.0041102 0.00247673
internal_count=3121 2868 2346 2102 1209
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.13484e-05 2.55744e-05 2.64671e-05 5.62651e-05 2.81014e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0097899713803914282 0.0079957662723007562 -0.016341319829548218 -0.014416012903783021 0.025265990053812699 0.0043450299247427991
leaf_weight=0.0015882924405861932 0.0014360192688572448 0.001020487343642195 0.0010048225105985082 0.001134568527831949 0.0014790035731000501
leaf_count=1067 279 414 327 487 547
internal_value=0 -0.0018658 0.000971336 0.00569501 0.013427
internal_weight=0 0.00622717 0.00520669 0.00361839 0.00261357
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.13374e-05 2.20341e-05 3.77004e-05 4.11048e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0073879873860852032 -0.009606816294916172 0.0085736713308329163 0.016281099761467126 -0.01598007019272088
leaf_weight=0.0019503431637888846 0.0010613862631973755 0.001566996503745614 0.0018634922560623749 0.0012069387097568387
leaf_count=232 501 1525 686 177
internal_value=0 0.00152989 0.00528044 -0.00210966
internal_weight=0 0.00658777 0.00463743 0.00277394
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=7
num_cat=0
split_feature=2 13 49 16 12 15
split_gain=2.37115e-05 2.84042e-05 3.12853e-05 5.40829e-05 6.78166e-05 9.52475e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.069799999999999987 0.071345000000000006 0.081420000000000006 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00027171725008921517 -0.00041084601639668336 0.00021378492759652323 -0.00012085618023916043 -0.0003856802621975921 -0.00029797144364375613 0.00066064450927865836
leaf_weight=0.0010678958714545432 0.0010302251513036285 0.0013611259567574635 0.0011769218138986391 0.0012486987169693323 0.0011731783867535328 0.0012222959819730497
leaf_count=199 244 205 235 469 1573 196
internal_value=0 -4.13428e-05 -0.00010069 -3.44128e-05 8.83696e-05 0.000277284
internal_weight=0 0.00721245 0.00585132 0.00482109 0.0035724 0.00239922
internal_count=3121 2922 2717 2473 2004 431
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=6
num_cat=0
split_feature=2 16 4 2 4
split_gain=2.24153e-05 2.33972e-05 2.61879e-05 4.53953e-05 4.64271e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00026706779544673388 0.00023147764658997829 -0.0004102907871189694 -0.00032364661905773598 0.00029170508764021086 5.653170492876976e-05
leaf_weight=0.0010383762560189011 0.0010330017107053656 0.0014043549718538639 0.0013938976973179341 0.0013135450696177839 0.0019653772872823333
leaf_count=199 189 231 276 402 1824
internal_value=0 -4.13398e-05 -8.77135e-05 -1.7492e-05 -0.000138019
internal_weight=0 0.00711018 0.00607718 0.00468328 0.00336973
internal_count=3121 2922 2733 2457 2055
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=7
num_cat=0
split_feature=1 4 47 3 150 52
split_gain=3.63694e-05 3.3108e-05 5.11038e-05 3.75828e-05 5.28758e-05 2.50643e-05
threshold=0.077565000000000009 -0.04890499999999999 0.086380000000000012 0.090900000000000009 0.084120000000000014 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00039147016719316658 -0.00025147691805261363 0.00043216401319898505 -0.00012518926594086189 0.00053831822726453497 -0.00019013087336219793 1.466148702329873e-05
leaf_weight=0.001310914496565573 0.0010042481736663601 0.0010336350802383596 0.0018540135509782976 0.0013200597955632747 0.0010667161643498147 0.0010539245846173829
leaf_count=1184 551 320 267 190 157 452
internal_value=0 7.48325e-05 0.000136962 0.000279059 0.000116116 -0.000210472
internal_weight=0 0.00627867 0.00527442 0.00342041 0.00210035 0.00236484
internal_count=3121 1485 934 667 477 1636
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 1
split_gain=1.29508e-05 2.59701e-05 5.49969e-05 5.22403e-05 6.74497e-05 3.34829e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.088975000000000012 0.11039500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.018482242537663344 0.01058801664444959 -0.016243904802036257 -0.032074537454228912 0.014830067864777094 0.011687039022959679 -0.012965711404803735
leaf_weight=0.0013706191853408356 0.0010011177760665246 0.0010261297940619332 0.0010221569376162244 0.0010508955155709844 0.0010706140257721436 0.0011349633238782442
leaf_count=618 183 1167 450 307 162 234
internal_value=0 -0.00160888 0.00104942 -0.00453502 -0.01084 -0.000998967
internal_weight=0 0.00667538 0.00564925 0.00427863 0.00322773 0.00220558
internal_count=3121 2938 1771 1153 846 396
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=6
num_cat=0
split_feature=52 12 1 48 2
split_gain=1.16676e-05 2.07461e-05 2.66128e-05 4.99684e-05 3.43634e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0064746121226173852 -0.0097361972988846222 0.010807626942452391 -0.013898881557304496 0.020272412543503555 -0.01754714818986176
leaf_weight=0.0012018250749221654 0.0010637173985520729 0.0017705244553950427 0.0013280414252445799 0.0011085224972123674 0.0011803922578492469
leaf_count=1066 501 558 294 329 373
internal_value=0 0.00155072 -0.00185047 0.00273331 -0.00542821
internal_weight=0 0.00658931 0.00481878 0.00349074 0.00238222
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.85396e-05 3.14326e-05 3.96136e-05 5.64478e-05 3.65714e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00022169367739546364 0.00025568691343518532 -0.00014032801018583422 6.4448389378213026e-05 -0.00054744014050961724 0.00029219602911443812
leaf_weight=0.0011980062197020471 0.0019370837235795097 0.0012973688822035612 0.0012094173411750036 0.0011131525569526429 0.001786603019244356
leaf_count=862 1041 145 143 690 240
internal_value=0 4.13731e-05 -3.54123e-05 -0.000228815 0.000110241
internal_weight=0 0.00734363 0.00540654 0.00232257 0.00308397
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=7
num_cat=0
split_feature=2 4 4 2 4 1
split_gain=1.95771e-05 3.84842e-05 3.9977e-05 4.61033e-05 4.31184e-05 4.32548e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10981000000000002 -0.10429499999999998 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00023749302114709766 -0.00038325380808981437 0.00026603778897321163 -0.00041646500736569121 0.0002926708748729507 0.00033005133096626989 -0.00023336171485543626
leaf_weight=0.001104364912049312 0.0015777383536315403 0.0012910132369821246 0.0012691380532758078 0.001288297326970363 0.0010387712461185608 0.0010569471747104201
leaf_count=199 254 259 191 352 1432 434
internal_value=0 -4.20802e-05 -0.000105921 -2.64887e-05 -0.000138419 4.59016e-05
internal_weight=0 0.00752191 0.00623089 0.00496175 0.00367346 0.00209572
internal_count=3121 2922 2663 2472 2120 1866
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=7
num_cat=0
split_feature=159 1 4 42 13 1
split_gain=3.32611e-05 5.33611e-05 7.22318e-05 6.21907e-05 7.05258e-05 7.22902e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 0.085505000000000012 -0.13710499999999998 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00033638264473743817 -0.00045212230857445657 0.00043011717073401253 0.00039006335851278972 -0.00056389134289735261 0.0004224990766572654 -0.00015753981128042662
leaf_weight=0.001016764537992469 0.0011131198701233706 0.0011533686174777852 0.0012937779900508602 0.0010121556368323193 0.0015755028023578211 0.0017366791861160081
leaf_count=509 87 216 176 792 913 428
internal_value=0 4.04306e-05 -2.63405e-05 -0.000125419 -2.51314e-05 0.000118367
internal_weight=0 0.0078846 0.00673124 0.00543746 0.0044253 0.00331218
internal_count=3121 2612 2396 2220 1428 1341
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=6
num_cat=0
split_feature=1 13 48 0 12
split_gain=1.16593e-05 2.8971e-05 5.36978e-05 3.16645e-05 1.20022e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.017411324499641431 0.012541301132848712 -0.019796219296396429 0.018720979871046664 0.0015544245139150095 -0.0016567562174568222
leaf_weight=0.0010608794733882329 0.0012512198588830858 0.0010827611878526163 0.00122524870067269 0.001937760947880616 0.0011359160187776043
leaf_count=127 319 247 419 1862 147
internal_value=0 -0.0026299 0.0010635 -0.0060991 0.00578517
internal_weight=0 0.00530665 0.00424577 0.00302052 0.00238714
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=7
num_cat=0
split_feature=2 2 43 16 16 3
split_gain=4.54248e-05 3.43551e-05 3.22951e-05 4.29935e-05 3.92019e-05 3.33683e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 -0.043144999999999996 0.071345000000000006 -0.074319999999999983 0.097915000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00036244508708376953 -0.00032638760888644379 0.00022316157005564027 9.75995905202261e-05 -0.00043907461823161772 0.00030307762670899146 -0.00036827265428719251
leaf_weight=0.0011552483609249637 0.0014515182191130417 0.0018891907901966154 0.0012178393784172447 0.0010084521506464714 0.0012294971416488749 0.0011485816388000806
leaf_count=199 541 1068 567 238 364 144
internal_value=0 -5.36742e-05 7.28591e-06 -8.12887e-05 1.90501e-05 -0.000128519
internal_weight=0 0.00794508 0.00649356 0.00460437 0.00359592 0.00236642
internal_count=3121 2922 2381 1313 1075 711
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=6
num_cat=0
split_feature=147 2 2 15 1
split_gain=1.24665e-05 2.29023e-05 4.52994e-05 3.67524e-05 4.58519e-05
threshold=1.0000000180025095e-35 0.11704500000000001 0.10774000000000002 -0.095244999999999982 0.080585000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010336374429341705 0.010343333240024828 -0.014030574956700667 0.01984655384738003 0.0011332191188012451 -0.023633100106885074
leaf_weight=0.0013737906747771562 0.0010091486100522731 0.0012102645901820724 0.0010498557670241132 0.0017660923901782887 0.0012961783448619927
leaf_count=407 183 366 236 1220 709
internal_value=0 -0.00157941 0.00116748 -0.00325318 -0.00934971
internal_weight=0 0.00669618 0.00548592 0.00443606 0.00306227
internal_count=3121 2938 2572 2336 1929
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=7
num_cat=0
split_feature=1 12 2 12 49 4
split_gain=2.33007e-05 2.71815e-05 3.38214e-05 3.54421e-05 5.57334e-05 2.25874e-05
threshold=0.12500000000000003 0.098810000000000023 0.073895000000000002 0.085440000000000016 -0.006494999999999999 -0.046564999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00032134041417126915 0.00021093321924477764 -0.00033368197665758662 -0.00036212028105487095 0.00036307196457043575 -4.305965265966463e-05 0.00034976553753558916
leaf_weight=0.0010230764561768848 0.0015860029184801006 0.0011099771903128859 0.0012371046566153174 0.0011984177700510232 0.0011109222679751281 0.0011405229039020259
leaf_count=542 279 414 306 991 277 312
internal_value=0 -5.29213e-05 1.65587e-06 7.21599e-05 -2.77769e-05 0.000155935
internal_weight=0 0.00682002 0.00571004 0.00468697 0.00348855 0.00225145
internal_count=3121 2842 2428 1886 895 589
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=7
num_cat=0
split_feature=159 1 2 48 12 16
split_gain=5.95956e-05 3.55112e-05 4.00002e-05 4.72602e-05 4.44654e-05 3.51159e-05
threshold=-1.0000000180025095e-35 0.11323000000000001 0.088930000000000023 0.084170000000000009 1.0000000180025095e-35 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.00045055981905705683 -0.00027408765067077416 8.8296635301576997e-06 -0.00030291129495941871 0.00040836947792641189 0.00022795832402360201 0.00049132802796840545
leaf_weight=0.0010069235746706495 0.0017522301754345285 0.001117101959571664 0.0013735933458653665 0.0011836224824959751 0.0010863641784496594 0.0012060003472963527
leaf_count=509 1147 185 183 256 608 233
internal_value=0 5.66226e-05 -3.06424e-05 8.64326e-05 -6.84691e-05 0.000259311
internal_weight=0 0.00771891 0.00539581 0.00364358 0.00245996 0.0023231
internal_count=3121 2612 2194 1047 791 418
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=7
num_cat=0
split_feature=2 13 13 4 16 1
split_gain=1.47848e-05 2.23447e-05 2.98004e-05 5.49283e-05 7.35687e-05 3.45965e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.031404999999999995 -0.074319999999999983 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.00021275653495324141 -0.00017208950358821347 0.00019237335598870054 -0.00056967955505814302 -0.00033783054035519701 0.00034756168123100902 0.0003126148671850324
leaf_weight=0.0010516106625411007 0.0010626709253410613 0.0013358793665448482 0.0010815276529428063 0.0013815000550849001 0.0010672577888173485 0.0012117296570030311
leaf_count=199 560 205 1030 327 501 299
internal_value=0 -3.6269e-05 -8.88884e-05 -0.000201655 -3.91117e-05 8.61459e-05
internal_weight=0 0.00714057 0.00580469 0.00353029 0.00244876 0.0022744
internal_count=3121 2922 2717 1858 828 859
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=6
num_cat=0
split_feature=1 13 48 0 12
split_gain=1.19824e-05 2.3846e-05 4.4808e-05 2.73522e-05 1.0723e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.016075150683382673 0.012211557657775735 -0.01853305899029976 0.016799397344003219 0.0012493633172313114 -0.0011701418983574247
leaf_weight=0.0010620861970797009 0.0012579080508061601 0.0010893936438618149 0.0012270446810783275 0.0019500043839369471 0.0011428710726431111
leaf_count=127 319 247 419 1862 147
internal_value=0 -0.00266736 0.000670366 -0.00584113 0.00584131
internal_weight=0 0.00532853 0.00426644 0.0030394 0.00240078
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=7
num_cat=0
split_feature=51 48 2 0 3 0
split_gain=1.79187e-05 3.81812e-05 6.35621e-05 3.13959e-05 3.77655e-05 3.82303e-05
threshold=0.08955500000000001 0.092065000000000022 0.11237500000000002 0.12113000000000002 -0.083924999999999986 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00033282316760197613 -0.00021630870886870908 -0.00030274357558666943 0.00054974736799006383 -0.00029995997738312401 0.00022194226367125837 -0.00026261278749082853
leaf_weight=0.001501914286381246 0.0012556061738558969 0.0010764855432111413 0.0010000597536324145 0.0010127633838174646 0.0010812495486654727 0.0014868519528383958
leaf_count=804 409 248 346 99 151 1064
internal_value=0 3.76395e-05 9.78774e-05 8.9699e-06 8.58425e-05 -5.86002e-05
internal_weight=0 0.00715932 0.00608284 0.00508278 0.00407002 0.0025681
internal_count=3121 2712 2464 2118 2019 1215
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=7
num_cat=0
split_feature=2 16 4 2 4 1
split_gain=2.46531e-05 2.15377e-05 3.34161e-05 4.46986e-05 3.78084e-05 3.90137e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.10429499999999998 0.089475000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00027576324272443636 0.00021733024982446069 -0.00035389564841266803 -0.00035014272695412565 0.0003109545513617978 0.0003255090999358347 -0.00021724081772619413
leaf_weight=0.0010694168197202371 0.0010458809976725079 0.0015246335537312679 0.0014276641896377538 0.0012470882679578104 0.0010193967552089788 0.0010173508395178292
leaf_count=199 189 254 276 351 1429 423
internal_value=0 -4.30575e-05 -8.67279e-05 -8.51843e-06 -0.000120388 5.44067e-05
internal_weight=0 0.00728201 0.00623613 0.00480847 0.00356138 0.00203675
internal_count=3121 2922 2733 2457 2106 1852
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=7
num_cat=0
split_feature=2 4 4 2 3 3
split_gain=2.91667e-05 3.86545e-05 3.66618e-05 5.1602e-05 3.51848e-05 2.98952e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10699500000000002 0.083060000000000009 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00020135959940167217 -0.00032373240955837481 0.00017512656668157322 -0.00049893893152818899 0.00019183142329923112 -0.0005035984115799682 0.00012653689599524516
leaf_weight=0.0011079783564145497 0.0011527469479355765 0.0012529232189902552 0.0012747583347317033 0.001407656539075936 0.0013339598872473251 0.001115513378562675
leaf_count=199 871 259 191 403 151 1047
internal_value=0 -0.000139353 -0.000202049 -0.000126505 -0.000250903 -0.000102293
internal_weight=0 0.00753756 0.00628464 0.00500988 0.00360222 0.00226826
internal_count=3121 2922 2663 2472 2069 1918
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=6
num_cat=0
split_feature=51 160 12 48 0
split_gain=1.32552e-05 3.07774e-05 2.93521e-05 3.5862e-05 6.79069e-05
threshold=0.08955500000000001 -0.063384999999999983 -1.0000000180025095e-35 0.085845000000000019 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.016239754795120253 -0.0099761131283083691 -0.016798798161487879 0.019686451023583556 -0.01430662776895881 -0.0089373090284109741
leaf_weight=0.0011823679360203647 0.0011582652874264033 0.0010257249714391197 0.0018701208956400735 0.0010328172538415651 0.0014885167761311045
leaf_count=651 409 299 1303 213 246
internal_value=0 0.00162238 -0.00156804 0.00198945 0.00700067
internal_weight=0 0.00659955 0.00541718 0.00439145 0.00335864
internal_count=3121 2712 2061 1762 1549
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.67037e-05 2.57829e-05 3.29867e-05 3.28347e-05 6.56407e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00022538845574838042 -0.00032575733131700425 0.00022137554603615545 -0.00025869095403531115 -0.00013047550505196223 0.00046400027089838809
leaf_weight=0.0010466397711572772 0.0016783279689012998 0.0012076997622472718 0.0013172690704537334 0.0017391579604737479 0.0012115986041284137
leaf_count=199 477 259 766 282 1138
internal_value=0 -3.98199e-05 -9.28685e-05 -1.28889e-06 0.00011362
internal_weight=0 0.00715405 0.00594635 0.00426803 0.00295076
internal_count=3121 2922 2663 2186 1420
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=7
num_cat=0
split_feature=50 3 15 15 3 2
split_gain=0.000101788 5.81468e-05 4.59377e-05 7.95274e-05 5.60636e-05 3.50782e-05
threshold=0.077805000000000013 -0.13927999999999999 -0.016799999999999995 -0.089549999999999991 0.10542000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00041038658789106303 -0.00059043004801503278 -0.00020740641757354872 -4.0303609438841125e-05 -0.00060564427649942916 0.00051435325011488448 0.00025569137972944201
leaf_weight=0.0015138841248607928 0.0010304427136040859 0.0012408225197478181 0.0019108501219303039 0.0010955873373706348 0.0011062564158648936 0.0012750666033303076
leaf_count=255 615 266 1059 500 77 349
internal_value=0 6.36666e-05 -1.55199e-05 -0.000164716 0.000163068 2.72941e-05
internal_weight=0 0.00814247 0.00662858 0.00361148 0.00301711 0.00251589
internal_count=3121 2506 2251 1115 1136 615
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=6
num_cat=0
split_feature=0 13 0 52 1
split_gain=1.40682e-05 2.67492e-05 3.15203e-05 3.27401e-05 1.36538e-05
threshold=-0.019414999999999998 -0.084034999999999985 -0.098289999999999975 -0.0064899999999999992 0.077845000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0080395348220541688 -0.00019359691805583424 -0.014151698000587682 -0.020956473551049397 0.0086193581440657079 0.014916282349019176
leaf_weight=0.0015541647257619885 0.0014235548108687038 0.0011193785316494945 0.0011969167231835475 0.0014484405082209899 0.0010312925407464407
leaf_count=863 97 168 1501 224 268
internal_value=0 -0.00299778 -0.00755422 -0.00130713 0.00615413
internal_weight=0 0.0053189 0.00376474 0.00256782 0.00245485
internal_count=3121 2756 1893 392 365
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=6
num_cat=0
split_feature=0 0 15 2 15
split_gain=1.31662e-05 2.81569e-05 2.82755e-05 2.51601e-05 1.93231e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.095869999999999983 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.008148419176145125 0.001308250037111343 -0.016313877245231725 0.010257997596314131 -0.0082204252769186234 0.020201439072968907
leaf_weight=0.0016305080991067874 0.0010634831233848261 0.0012513979159202169 0.0017097213690000473 0.0010047921516258976 0.0011025637597015944
leaf_count=253 121 1988 307 311 141
internal_value=0 -0.00352008 0.00127304 0.00485829 0.0109253
internal_weight=0 0.00459163 0.00334023 0.00317084 0.00216605
internal_count=3121 2548 560 573 262
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=7
num_cat=0
split_feature=2 2 13 13 0 3
split_gain=2.83677e-05 3.31697e-05 4.706e-05 3.66382e-05 6.80408e-05 2.71389e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.08971999999999998 0.038215000000000006 -0.13027499999999997 0.11296500000000002
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -4
right_child=1 2 5 -5 -6 -7
leaf_value=0.00028742555623084714 5.5918554584911274e-05 0.00037684603010601367 0.0001022457221361527 0.00013687453616682146 -0.00056800932002983387 -0.00031827461915070213
leaf_weight=0.0011121375339749866 0.0011887077140595708 0.0013410579768568802 0.0013478966786614052 0.001031531659740622 0.0015458882790129716 0.0010494104882483035
leaf_count=199 169 200 630 238 1596 89
internal_value=0 -4.81351e-05 8.27068e-05 -0.000178012 -0.000296793 -8.18352e-05
internal_weight=0 0.00750449 0.00373837 0.00376613 0.0027346 0.00239731
internal_count=3121 2922 919 2003 1765 719
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=6
num_cat=0
split_feature=1 42 3 49 0
split_gain=1.17444e-05 2.31406e-05 3.04734e-05 3.52165e-05 4.66688e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.0020949999999999996 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014296484466571516 0.0079831945175404383 -0.015541849130302163 -0.016950007862623392 0.01341977804676419 -0.013710708567397518
leaf_weight=0.0012606221957781813 0.0014626158093045873 0.0010466538077859517 0.001313754518539479 0.0016560176919034248 0.0010273812168278104
leaf_count=251 279 810 433 713 635
internal_value=0 -0.00196296 0.000740157 -0.00353524 0.00303245
internal_weight=0 0.00630443 0.00525778 0.00399715 0.0026834
internal_count=3121 2842 2032 1781 1348
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=6
num_cat=0
split_feature=0 15 15 16 0
split_gain=1.179e-05 2.76047e-05 2.71607e-05 2.90384e-05 4.66018e-05
threshold=0.056435000000000006 1.0000000180025095e-35 -0.037864999999999989 -0.056919999999999991 -0.11173999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0073922387107259379 0.0079368064156894493 -0.015688426088150249 0.014022741884438073 -0.017219131879329209 0.019482595791354598
leaf_weight=0.0017768087752816446 0.0014830341861011695 0.0011898389208078678 0.0012514337522026367 0.001038813393251094 0.0010131282483781228
leaf_count=267 204 1187 413 622 428
internal_value=0 -0.00197796 0.00123319 -0.0029471 0.002367
internal_weight=0 0.00627002 0.00508018 0.00382875 0.00278994
internal_count=3121 2917 1730 1317 695
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=6
num_cat=0
split_feature=43 3 13 52 4
split_gain=1.1161e-05 3.80549e-05 1.96738e-05 2.60242e-05 5.91216e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.10664 -0.0064899999999999992 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0044072263555698611 0.0070391062512309734 0.020351914564039043 -0.017821289278255138 0.016593749255247325 -0.015286970185062058
leaf_weight=0.0015912880619875628 0.0014595735998113139 0.0010178666326076968 0.0013353721894749661 0.0010964576929287022 0.0012389903281572415
leaf_count=1013 259 442 401 833 173
internal_value=0 0.00525165 -0.00278147 -0.00668628 -0.000319452
internal_weight=0 0.00260915 0.00513039 0.00367082 0.00233545
internal_count=3121 1455 1666 1407 1006
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=6
num_cat=0
split_feature=4 151 0 47 0
split_gain=2.96256e-05 3.11613e-05 5.48529e-05 2.95183e-05 3.68579e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 0.085270000000000026 -0.055064999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00024020334729599104 0.00020836768858506743 -0.00052059795263533252 0.00015229166300431652 0.00018592903154836935 -0.00031203759246483526
leaf_weight=0.0010762813697405577 0.0019783786741864335 0.0010813165098467184 0.0010193674330952157 0.0015904241218121905 0.0018502590329078027
leaf_count=456 352 154 1563 285 311
internal_value=0 -6.50999e-05 -0.000124398 -2.83412e-05 -0.000147096
internal_weight=0 0.00661765 0.00554137 0.00446005 0.00286963
internal_count=3121 2769 2313 2159 1874
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=6
num_cat=0
split_feature=4 4 2 2 15
split_gain=1.21511e-05 2.48535e-05 3.38972e-05 3.4531e-05 3.17699e-05
threshold=0.27287000000000006 0.098655000000000007 0.10981000000000002 0.093175000000000022 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01475738729139241 0.0072039687869629625 -0.015353328176942696 0.015852936917723881 -0.01692928861351559 -0.00846653082143989
leaf_weight=0.0012061085968980783 0.0017722803963040852 0.0011615236837037839 0.0011579795549818625 0.0012912441819787068 0.0011513232726304951
leaf_count=538 352 195 352 473 1211
internal_value=0 -0.00222588 0.000946361 -0.00378454 0.00341528
internal_weight=0 0.00596818 0.00480666 0.00364868 0.00235743
internal_count=3121 2769 2574 2222 1749
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=7
num_cat=0
split_feature=52 16 3 2 12 15
split_gain=1.26378e-05 2.44444e-05 5.74343e-05 5.0884e-05 4.82053e-05 1.79863e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.084055000000000005 0.09141500000000001 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=-0.02349703554833708 -0.010161966039385701 -0.0037495065919258526 0.0197105015062112 -0.015454971968358459 0.025550691536573741 0.0028773405963189737
leaf_weight=0.001026021674535387 0.0010674055611166111 0.0011940537816798108 0.0012326303074078485 0.0010140879493338445 0.0010599468953649948 0.0011332801204389977
leaf_count=147 501 361 569 327 304 912
internal_value=0 0.00155866 -0.00277452 0.00351595 0.010029 -0.00578004
internal_weight=0 0.00666002 0.00440602 0.00338 0.002254 0.00214737
internal_count=3121 2620 1955 1808 665 1239
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=7
num_cat=0
split_feature=159 160 4 4 2 15
split_gain=2.04273e-05 9.05346e-05 3.57241e-05 4.59639e-05 4.56714e-05 3.75703e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.24564500000000003 -0.0024449999999999997 0.10097500000000002 -0.14601999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00056009758195846835 0.00023907053206224694 0.00038673419487305233 0.00053585603677752192 -0.00026918083516866051 -0.00015496829126795497 8.4809731312621989e-06
leaf_weight=0.0010828888182934414 0.0012096104203041923 0.0012839283573808655 0.0010081590211604527 0.0019793197823580154 0.0011206996898451872 0.0010711742979908178
leaf_count=684 527 1022 144 362 269 113
internal_value=0 -3.54007e-05 5.25095e-05 -4.78858e-05 0.000134269 0.000264177
internal_weight=0 0.00754617 0.00646328 0.00438395 0.00240463 0.00207933
internal_count=3121 2594 1910 1653 1291 257
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=6
num_cat=0
split_feature=42 160 43 4 51
split_gain=1.4962e-05 3.85723e-05 4.35021e-05 4.93148e-05 4.49411e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.081440000000000026
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00021315000653188604 -0.00024105513896743459 0.00040792316231162365 -0.00035082784293264096 0.00029444159723766535 0.00017108024336462429
leaf_weight=0.0011618153056803726 0.0016020817368827579 0.001367108087077162 0.0016709977475864476 0.0014635398773010641 0.0010224722959456295
leaf_count=862 828 482 607 180 162
internal_value=0 2.68171e-05 0.000104504 4.71957e-06 -0.000152706
internal_weight=0 0.0071262 0.00552412 0.00415701 0.00269347
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=6
num_cat=0
split_feature=4 151 16 13 16
split_gain=1.35634e-05 2.48127e-05 2.89995e-05 2.17063e-05 3.36438e-05
threshold=0.27287000000000006 -0.012764999999999997 -0.092484999999999984 -0.061684999999999997 0.064860000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011989677071788343 0.0076311904561567057 -0.016387462277531947 0.011412708981409322 0.007203430149184272 -0.017243600818365408
leaf_weight=0.0010052739148705648 0.0017703237210825997 0.001586954329871259 0.0011160702217584196 0.0010718866515388946 0.0011855483642735482
leaf_count=463 352 455 821 716 314
internal_value=0 -0.0023363 -0.00523956 4.6013e-06 -0.00563554
internal_weight=0 0.00596573 0.00496046 0.00337351 0.00225744
internal_count=3121 2769 2306 1851 1030
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=7
num_cat=0
split_feature=159 15 52 15 0 0
split_gain=4.24057e-05 4.25581e-05 5.18791e-05 5.24989e-05 8.15273e-05 7.68227e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.077655000000000016 -0.095869999999999983 -0.11013499999999998 -0.019414999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00038114892626895107 0.0003447481462972088 -0.00051024299282596776 0.0002708405651044713 0.00032482533066468291 -0.00062583299877072823 9.7071223844350546e-05
leaf_weight=0.0010327041825699728 0.0014523464970071787 0.0010782161948190766 0.0016835288138119953 0.0015580656579828435 0.0011110061097224541 0.0011504045149564311
leaf_count=509 321 214 660 228 988 201
internal_value=0 4.09501e-05 -2.60922e-05 -0.00012816 -2.02996e-05 -0.000258084
internal_weight=0 0.00803357 0.00658122 0.00489769 0.00381948 0.00226141
internal_count=3121 2612 2291 1631 1417 1189
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 43
split_gain=1.22444e-05 3.87531e-05 2.90922e-05 3.37215e-05 4.4576e-05 3.09954e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 0.0052350000000000009 -0.080419999999999978
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.016077597738679221 0.017220758480876362 -0.0084559624462134161 1.8680788431244449e-05 0.016828425469297772 0.013354216178587517 -0.024496279935949689
leaf_weight=0.001248527317969767 0.0013338071596931309 0.0010509337366915211 0.0010221688397373679 0.0010487424550096897 0.0010024345323743052 0.0010409792198314558
leaf_count=393 266 160 657 384 175 1086
internal_value=0 0.00590526 -0.00270732 0.00135001 -0.00394519 -0.0123506
internal_weight=0 0.00238474 0.00536285 0.00411433 0.00306558 0.00206315
internal_count=3121 426 2695 2302 1918 1743
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=6
num_cat=0
split_feature=43 12 16 52 15
split_gain=1.8015e-05 3.97484e-05 3.5386e-05 3.08748e-05 7.14425e-05
threshold=-0.052894999999999991 0.051320000000000005 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.00042991297403767833 0.00028447484706621486 -5.2244935696633988e-05 -0.00038531984130111169 -0.00041232719574432058 0.00016806222190985856
leaf_weight=0.001028058512176437 0.0011490266277526576 0.0018230322654327984 0.0010985435563857834 0.0014620943990694341 0.0018435801709840436
leaf_count=288 200 1147 264 264 958
internal_value=0 0.000121614 -7.01296e-05 7.59738e-06 -8.86431e-05
internal_weight=0 0.00285109 0.00555324 0.0044547 0.00330567
internal_count=3121 1435 1686 1422 1222
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.1297e-05 2.86974e-05 4.25145e-05 4.61029e-05 1.75071e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.033689999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0078272421780720674 0.0087537123798126122 -0.00069760973712031864 -0.020962569137250642 -0.017125451669095387 0.017634370888557096
leaf_weight=0.0014725879877745844 0.0018002945444937305 0.0010080440305177771 0.0013580227119544858 0.0010247323035495774 0.001078107981720301
leaf_count=303 843 226 1422 167 160
internal_value=0 -0.00190596 -0.0062002 0.000244153 0.00877622
internal_weight=0 0.0062692 0.00446891 0.00311088 0.00208615
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=6
num_cat=0
split_feature=0 1 47 151 49
split_gain=2.39795e-05 5.55644e-05 4.00728e-05 3.95171e-05 7.41016e-05
threshold=0.056435000000000006 0.077845000000000011 0.086380000000000012 -0.024429999999999997 -0.028954999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00047279105392241213 0.00021269769954755183 0.00044793339585407431 -0.00020557066903631634 -0.0003627446623717696 0.00029035266371660746
leaf_weight=0.0010310880419911843 0.0016097701479760732 0.0011192506943846969 0.0019807755738399987 0.0011691079937286774 0.0015580987610212737
leaf_count=1570 204 243 298 120 686
internal_value=0 -5.32227e-05 2.1017e-05 0.000137701 1.03807e-05
internal_weight=0 0.00685832 0.00582723 0.00384646 0.00272721
internal_count=3121 2917 1347 1049 806
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=6
num_cat=0
split_feature=160 16 2 0 12
split_gain=1.10338e-05 2.64709e-05 3.82795e-05 3.36468e-05 4.36063e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.18113999999999997 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0071243842721024344 -0.0064153029798167012 -0.019869506161142497 0.0057387376077610739 0.028127607005715888 0.0015090827530942858
leaf_weight=0.0017164933342784594 0.0012097750364645234 0.0011054582963964559 0.0012368005493806442 0.0011543968094217887 0.0013181865916236867
leaf_count=970 111 447 375 299 919
internal_value=0 0.00196384 -0.00634739 0.00725041 0.0139367
internal_weight=0 0.00602462 0.00234226 0.00368236 0.00247258
internal_count=3121 2151 822 1329 1218
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=6
num_cat=0
split_feature=43 3 16 2 3
split_gain=1.25071e-05 3.07733e-05 2.18938e-05 3.29653e-05 3.62179e-05
threshold=-0.04890499999999999 -0.075944999999999985 0.071345000000000006 0.089885000000000007 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0030807856599256028 -0.011333755905663922 0.019190923060148839 -0.016186080071231828 0.016893175389780402 -0.0072350171130293661
leaf_weight=0.0015938018449111913 0.0015291734044354946 0.0010157938825502871 0.001000557307095128 0.0015463788227658357 0.001040866047627681
leaf_count=1013 806 442 261 439 160
internal_value=0 0.00558855 -0.00291848 0.000306404 0.00718624
internal_weight=0 0.0026096 0.00511698 0.00411642 0.00258724
internal_count=3121 1455 1666 1405 599
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=7
num_cat=0
split_feature=52 16 3 52 2 15
split_gain=1.11818e-05 2.39692e-05 5.33177e-05 4.54796e-05 4.46471e-05 1.31873e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 -0.088204999999999992 0.084055000000000005 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6
right_child=-2 3 4 -5 5 -7
leaf_value=-0.022781454503814788 -0.0095427439896474606 -0.005042125921250056 0.018424517755895223 0.02344600430971934 -0.013788516699109793 0.0019300200414767326
leaf_weight=0.0010249570426064192 0.0010670505714206703 0.0010692196323485992 0.0012325257052596622 0.0011775569752763319 0.0010077428622166562 0.0011347554210467102
leaf_count=147 501 482 569 183 327 912
internal_value=0 0.00148514 -0.00280603 0.00988877 0.00326028 -0.00546333
internal_weight=0 0.00664676 0.00439998 0.00224678 0.00337502 0.0021425
internal_count=3121 2620 1955 665 1808 1239
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=7
num_cat=0
split_feature=1 0 3 4 2 15
split_gain=1.76635e-05 4.82005e-05 5.66884e-05 5.41283e-05 1.08276e-05 1.02724e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.083924999999999986 -0.0024449999999999997 0.092120000000000021 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00031712082964820728 0.00026569817352314423 -4.4079711356561068e-05 -8.9822898091628729e-05 -0.00065311626442833039 0.00024275306242164306 1.6240911203450601e-05
leaf_weight=0.0010509818257384831 0.0011999023125566417 0.0010073193418866321 0.0015057389834170459 0.0011620123081471339 0.0010166561892644488 0.0013472535559313496
leaf_count=104 242 777 997 496 281 224
internal_value=0 -6.24264e-05 -0.000147448 -0.000335181 9.99983e-05 0.000133754
internal_weight=0 0.00574271 0.00469173 0.00266775 0.00202398 0.00254716
internal_count=3121 2655 2551 1493 1058 466
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=6
num_cat=0
split_feature=1 457 4 1 13
split_gain=2.02651e-05 3.13885e-05 3.85199e-05 5.62855e-05 4.47424e-05
threshold=0.12500000000000003 0.045365000000000009 0.36766000000000004 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00027271853023046113 0.00020227245116265327 0.0002556867023905494 0.00021384774391154313 -0.00044505067560707989 0.00024034657917429379
leaf_weight=0.0012356850924670534 0.0015428441651506794 0.001104480441768539 0.0011554224075041334 0.001892842702819357 0.0013869726696807347
leaf_count=985 279 271 130 753 703
internal_value=0 -4.67228e-05 -0.000105621 -0.000187366 -1.38794e-06
internal_weight=0 0.0067754 0.00567092 0.0045155 0.00262266
internal_count=3121 2842 2571 2441 1688
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=8
num_cat=0
split_feature=49 15 51 160 3 4 4
split_gain=2.45735e-05 4.23046e-05 3.40145e-05 5.80296e-05 3.44883e-05 6.37864e-05 4.48753e-05
threshold=-0.043469999999999995 -0.040804999999999994 0.020580000000000005 -0.066074999999999981 -0.13309499999999996 0.181285 -0.082769999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.00047007549862254384 0.0003979494338608512 -9.6447835019017425e-05 -0.00037980253618072199 -0.0003980364373527437 0.00012063321448956941 0.00039837466109467288 -0.00043998257966114108
leaf_weight=0.0010182561504733262 0.001136426082806904 0.0010088728448354567 0.0010638457124947254 0.0011094450740420157 0.0010004056106895176 0.0010569074389841305 0.0012164679628497955
leaf_count=226 541 199 402 154 382 202 1015
internal_value=0 0.000188125 -5.87694e-05 3.10583e-06 -9.92641e-05 1.98626e-06 -0.000186994
internal_weight=0 0.00202713 0.0065835 0.00551965 0.00438323 0.00327378 0.00221687
internal_count=3121 425 2696 2294 1753 1599 1397
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=6
num_cat=0
split_feature=49 51 42 13 2
split_gain=1.72667e-05 2.68516e-05 5.57718e-05 4.29317e-05 7.90676e-05
threshold=-0.043469999999999995 0.020580000000000005 0.084050000000000014 0.0076650000000000008 0.10613000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00016396855102181375 0.00055093713436256864 -0.00033578224208139672 -0.00034603726828864612 -0.00015759834964734442 -0.00013145624682175765
leaf_weight=0.0019412704609744888 0.001564395206146828 0.0010382004792162253 0.0012941207491835869 0.0013975466773151358 0.0011203128005580838
leaf_count=425 720 402 1050 349 175
internal_value=0 -4.70901e-05 8.65755e-06 0.0001211 0.000266178
internal_weight=0 0.00641458 0.00537638 0.00408225 0.00268471
internal_count=3121 2696 2294 1244 895
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=7
num_cat=0
split_feature=1 42 3 4 2 4
split_gain=2.01405e-05 3.09396e-05 4.92505e-05 3.70082e-05 4.62246e-05 2.06963e-05
threshold=0.12500000000000003 0.075730000000000006 -0.116045 -0.059649999999999988 0.10882500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.00042042176081700931 0.00019435938489348808 -5.7677770188279476e-05 -0.00036198735838562394 0.0002624294516310828 -0.00026007579025246104 -0.0004548321946358573
leaf_weight=0.0010030723025448813 0.0015766633791043224 0.0010127698608449263 0.0011503129825656809 0.0016582233717726172 0.0010716429010281688 0.0010051295813886499
leaf_count=210 279 1018 562 439 188 425
internal_value=0 -5.12678e-05 3.31281e-05 -6.69919e-05 5.73135e-05 -0.000255503
internal_weight=0 0.00690115 0.00488325 0.00388018 0.00272987 0.0020179
internal_count=3121 2842 1399 1189 627 1443
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=6
num_cat=0
split_feature=3 0 43 3 4
split_gain=1.25782e-05 2.69979e-05 4.29457e-05 6.64664e-05 2.01444e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009 0.056795000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0082341857391187209 0.018097171944992083 -0.011641778534588502 -0.024681773238286658 0.01655827642708313 -0.0034334588140332405
leaf_weight=0.0014857028727986556 0.0012464873957416535 0.0019846967154630848 0.0010246359672353256 0.0010115465144802278 0.0010045861860272301
leaf_count=303 1233 361 961 120 143
internal_value=0 -0.00199891 0.00246506 -0.00394294 0.00659692
internal_weight=0 0.00627195 0.00428726 0.00304077 0.00201613
internal_count=3121 2818 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=6
num_cat=0
split_feature=457 1 4 12 2
split_gain=1.98063e-05 4.23136e-05 5.66667e-05 2.81771e-05 1.6175e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.091200000000000017 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.00021589837178726399 0.0002360903759592187 0.00034571843417769766 -0.00040898823721246332 -5.5121415297153969e-05 -9.2865403189930647e-05
leaf_weight=0.0010966929882120164 0.0011967420365849007 0.0014438782512210047 0.001907878079093467 0.0012649085546416943 0.0016098095880976802
leaf_count=1266 289 305 634 149 478
internal_value=0 -3.59912e-05 -0.000150187 0.00015854 3.22477e-05
internal_weight=0 0.00732317 0.00461438 0.00270879 0.0027065
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=6
num_cat=0
split_feature=4 0 0 3 0
split_gain=1.2133e-05 2.28562e-05 5.42563e-05 3.1718e-05 2.65151e-05
threshold=0.27287000000000006 -0.061629999999999997 -0.10607499999999999 -0.013929999999999998 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0085244969963933215 0.0072212921294411096 0.014119159183645478 -0.027132020296177558 -0.0084195537500337328 0.012739946904985498
leaf_weight=0.0013678411111463233 0.001777263265076161 0.0015264042887422483 0.0010010754571227521 0.0010565694805445927 0.0010264006650571307
leaf_count=192 352 332 1890 139 216
internal_value=0 -0.00218948 -0.00758252 0.00489966 0.000591474
internal_weight=0 0.00597829 0.00339532 0.00258297 0.00239424
internal_count=3121 2769 2298 471 408
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.15552e-05 2.55984e-05 4.34418e-05 3.93489e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01868879535312511 0.0080550430783452344 -0.011807084342216083 0.0078462648076490556 -0.014070518457988382
leaf_weight=0.0011780710542003067 0.0014389447865470143 0.0018385675231375491 0.0015558447975666993 0.0017301139153538144
leaf_count=160 279 1443 488 751
internal_value=0 -0.00187659 0.0022134 -0.0036933
internal_weight=0 0.0063026 0.00446403 0.00328596
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.12378e-05 3.12497e-05 2.76535e-05 3.65334e-05 4.02938e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0094313884738334297 -0.011240837534852896 0.018046769331659794 0.0065344376652327549 0.014159871634009741 -0.018786114542815605
leaf_weight=0.0010913547444793186 0.0014889987049363004 0.001265363336353477 0.001256024467069598 0.0013705050198869707 0.0012579009386001617
leaf_count=862 828 482 585 180 184
internal_value=0 0.00151845 0.00520763 0.00102525 -0.00613529
internal_weight=0 0.00663879 0.00514979 0.00388443 0.00251393
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=6
num_cat=0
split_feature=457 1 4 4 2
split_gain=1.09494e-05 2.64958e-05 4.7745e-05 2.31087e-05 1.56066e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.012083650470446987 0.0093361181949661049 -0.0033791776210067232 -0.019266527223197123 0.016089090060987143 -0.0040423228857214503
leaf_weight=0.0010048207835467217 0.0010754086714995512 0.0011729889806139301 0.0017031220388961381 0.0012696652990905038 0.0014901783765663157
leaf_count=1266 289 193 634 261 478
internal_value=0 -0.00154065 -0.00635883 0.00674022 0.00245215
internal_weight=0 0.00664078 0.00419812 0.00244265 0.002495
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=7
num_cat=0
split_feature=2 52 12 3 2 15
split_gain=1.84019e-05 2.43084e-05 3.63524e-05 3.05582e-05 5.25065e-05 4.37064e-05
threshold=-1.0000000180025095e-35 0.11434500000000002 0.095110000000000014 0.11296500000000002 0.089885000000000007 -0.022504999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00024063371954059982 -0.00027792987262252204 -0.00030914950713851553 0.00028467863021132834 -0.00034158126181482544 0.00050532159258882543 -4.5598772735444181e-05
leaf_weight=0.0010542488754564702 0.0014070118284832006 0.0010727326907890604 0.0014322338008240362 0.0012047145966223882 0.0010181051180724583 0.0012135717876207818
leaf_count=199 1138 478 532 167 367 240
internal_value=0 -3.638e-05 1.02461e-05 -7.09058e-05 1.87107e-05 0.000205735
internal_weight=0 0.00734837 0.00627564 0.0048434 0.00363869 0.00223168
internal_count=3121 2922 2444 1912 1745 607
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=6
num_cat=0
split_feature=13 3 48 42 4
split_gain=1.97002e-05 4.6496e-05 3.719e-05 5.52535e-05 3.96803e-05
threshold=-0.15078499999999997 0.11296500000000002 0.088965000000000002 0.075730000000000006 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00019842608125177655 -0.00011708664609916542 -0.00040722519108802842 0.00036550904319460021 -0.00034995672740294637 0.00032260455125930642
leaf_weight=0.0015561158000690391 0.0015864505334788636 0.0011417537603471833 0.001020175260371574 0.0015548901946500363 0.0015700847438013458
leaf_count=230 917 100 347 1290 237
internal_value=0 -4.58943e-05 2.6084e-05 -4.74124e-05 0.000101619
internal_weight=0 0.00687335 0.0057316 0.00471143 0.00315654
internal_count=3121 2891 2791 2444 1154
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=9.99234e-06 2.50957e-05 3.05812e-05 4.33943e-05 4.61159e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014676819372496989 -0.0086006438272255709 0.012107373507568955 -0.023164396715808475 0.013051864299633138 -0.011488088340457017
leaf_weight=0.0011824011431794314 0.0011553863726666358 0.0012772295466831141 0.0010487655641239443 0.0014853634124307646 0.0015807131744036624
leaf_count=651 409 249 179 803 830
internal_value=0 0.00148318 -0.00140998 -0.00560572 0.000400313
internal_weight=0 0.00657447 0.00539207 0.00411484 0.00306608
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=8
num_cat=0
split_feature=47 51 52 13 0 4 12
split_gain=3.75316e-05 3.56301e-05 6.31868e-05 4.5625e-05 4.71038e-05 3.00431e-05 4.72189e-05
threshold=0.11669500000000001 0.08955500000000001 -0.088204999999999992 -0.15714499999999998 -0.17169499999999996 -0.083854999999999985 0.092200000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.0003485167932977266 -0.00036122869448438954 -0.00028038459075983868 -0.00016644115875314152 0.00060965661293212496 0.00040577140163643849 -0.00022257184089608179 0.00033804500945896484
leaf_weight=0.0010684827103567864 0.0010277588986083433 0.0011670007602290313 0.001225429897567216 0.001117553554801302 0.0011597027503406493 0.0013340631739669835 0.0010186936762185874
leaf_count=561 133 370 131 100 360 1005 461
internal_value=0 3.65573e-05 8.99766e-05 0.000169992 0.000259035 0.000147479 2.01633e-05
internal_weight=0 0.00809093 0.00692393 0.00585544 0.00463001 0.00351246 0.00235276
internal_count=3121 2988 2618 2057 1926 1826 1466
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=7
num_cat=0
split_feature=52 16 16 13 2 0
split_gain=1.05392e-05 2.79012e-05 3.16864e-05 3.13116e-05 2.8474e-05 1.29119e-05
threshold=0.10744000000000002 0.16703000000000004 0.0039400000000000008 0.030370000000000005 0.10672500000000001 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.017744107402429508 0.008272423813476466 -0.015708547950149657 0.017428232604996111 -0.017752702671181647 -0.0095188514093265033 0.0018534089227847874
leaf_weight=0.001004355998797948 0.0012769855038053599 0.001161233057411129 0.0010011886073314335 0.0010073148083832913 0.0012465241650751 0.0010416504786359625
leaf_count=162 553 458 250 226 253 1219
internal_value=0 -0.00166944 0.00140594 -0.00232474 0.00239528 0.00965393
internal_weight=0 0.00646227 0.00530103 0.00429985 0.00329253 0.00204601
internal_count=3121 2568 2110 1860 1634 1381
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=6
num_cat=0
split_feature=160 52 15 49 2
split_gain=1.81145e-05 3.14704e-05 5.57334e-05 3.71005e-05 6.76958e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 -0.043469999999999995 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00017428559333013618 0.00037902384984513652 0.00033395019540745141 0.00011905324824039332 1.5608502652465041e-05 -0.0006132706622406451
leaf_weight=0.0018646001257513591 0.0010759113127241874 0.0011846172946566253 0.0015644271653831622 0.0014951558001108927 0.0011754798714216845
leaf_count=970 214 233 282 886 536
internal_value=0 4.49688e-05 -1.94887e-05 -0.00012073 -0.000261193
internal_weight=0 0.00649559 0.00531097 0.00423506 0.00267064
internal_count=3121 2151 1918 1704 1422
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=6
num_cat=0
split_feature=160 52 15 2 0
split_gain=1.25364e-05 2.55163e-05 4.73772e-05 3.65411e-05 2.59144e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 0.093175000000000022 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0075641181634783679 0.018416742059181174 0.016000829931906872 0.01222647368349283 -0.017447640342862777 -0.0089684426056822336
leaf_weight=0.0017179118768175525 0.00100706661630266 0.0010856112862010006 0.0012146116685145198 0.0016132693312064226 0.0010986737465165969
leaf_count=970 214 233 132 598 974
internal_value=0 0.00212101 -0.000933155 -0.00589594 0.00216014
internal_weight=0 0.00601923 0.00493362 0.00392655 0.00231329
internal_count=3121 2151 1918 1704 1106
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=7
num_cat=0
split_feature=151 4 48 52 2 43
split_gain=1.54999e-05 5.54041e-05 4.20771e-05 6.0028e-05 6.46353e-05 7.51762e-05
threshold=-0.083274999999999988 0.36766000000000004 0.091545000000000015 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00022874180090576434 -0.00054338531995549414 0.00036554824190049691 0.00026632151669011639 -0.00021794514886435028 -0.00041829694125448524 0.0004444901002219866
leaf_weight=0.0010121923883128466 0.0010829278335464398 0.0015119145016412074 0.0012546182515373542 0.0011988870477206513 0.0011043960227186569 0.0014616543803570086
leaf_count=369 463 287 278 1034 252 438
internal_value=0 2.95225e-05 -5.37292e-05 -0.000136558 -1.95398e-05 0.000145985
internal_weight=0 0.0076144 0.00610248 0.00484787 0.00376494 0.00266054
internal_count=3121 2752 2465 2187 1724 1472
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=6
num_cat=0
split_feature=1 150 42 3 43
split_gain=1.89788e-05 2.88048e-05 2.8043e-05 4.45618e-05 3.16499e-05
threshold=0.12500000000000003 0.081835000000000019 0.085505000000000012 0.090900000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00010288184013804844 0.00019409741578554844 0.00018719758877129659 -0.00037063200372872162 -0.00028291407889396758 0.00034279773689805927
leaf_weight=0.0011582251406395086 0.0015818928371296595 0.0015985519642357877 0.0012443974467117478 0.0016605058001937373 0.0013004529190315751
leaf_count=886 279 368 1008 167 413
internal_value=0 -4.38252e-05 -0.000112679 -3.47517e-05 0.000132849
internal_weight=0 0.00696213 0.00536358 0.00411918 0.00245868
internal_count=3121 2842 2474 1466 1299
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.15391e-05 2.43404e-05 5.89236e-05 4.57689e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0087148210435321598 -0.0096563498145782779 -0.0066064765654804654 -0.0162537859842555 0.018916682149763161
leaf_weight=0.0018905635193590721 0.0010721590102062513 0.0011942007509851645 0.0018900332037213288 0.0017066965098385188
leaf_count=882 501 751 333 654
internal_value=0 0.00151932 -0.00376773 0.00840967
internal_weight=0 0.00668149 0.0037806 0.0029009
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=7
num_cat=0
split_feature=1 42 3 2 3 12
split_gain=2.84181e-05 3.20901e-05 4.47242e-05 3.34494e-05 4.54127e-05 2.1895e-05
threshold=0.12500000000000003 0.075730000000000006 -0.116045 0.10613000000000002 0.090900000000000009 0.090695000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.00039363051263146691 0.00023026389124106812 -6.680287109821052e-05 -0.00014827479823086571 -0.00029148770279108796 0.00039511353717588558 -0.0004700168746462869
leaf_weight=0.0010243821267223894 0.0016325544450580482 0.0010703672637440065 0.0014238867712519981 0.0015446760456787421 0.0010112713676050759 0.0010028953182336525
leaf_count=210 279 902 816 252 121 541
internal_value=0 -5.67246e-05 2.82591e-05 -6.5785e-05 7.73833e-05 -0.000261849
internal_weight=0 0.00707748 0.00500422 0.00397983 0.00243516 0.00207326
internal_count=3121 2842 1399 1189 937 1443
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.27188e-05 2.72072e-05 3.81037e-05 3.9758e-05 1.2912e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.033689999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0083064376547351219 0.0083966004741761451 -0.00032779991835677012 -0.020179451789232996 -0.016176769153959474 0.015389717559323579
leaf_weight=0.0014820841133196885 0.0017981689811872054 0.0010081630624174873 0.0013536973668532982 0.0010300813956806779 0.0010853563553567141
leaf_count=303 843 226 1422 167 160
internal_value=0 -0.0019933 -0.00616609 -9.30135e-05 0.00782073
internal_weight=0 0.00627547 0.0044773 0.0031236 0.00209352
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.39085e-05 2.38272e-05 3.96817e-05 5.55495e-05 3.06246e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012392749244767017 0.0088647680899382308 -0.016030168801317642 -0.013424712566131784 0.026279057567328446 0.0046022311840509542
leaf_weight=0.0016178325386175612 0.0014344395231366451 0.0010210040695456607 0.0010202073762796038 0.0011537602064499513 0.0014978912500239565
leaf_count=1067 279 414 327 487 547
internal_value=0 -0.00204397 0.000655613 0.00640476 0.014034
internal_weight=0 0.0063107 0.00528969 0.00367186 0.00265165
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=6
num_cat=0
split_feature=1 48 12 2 12
split_gain=1.25934e-05 2.75728e-05 2.97044e-05 3.07761e-05 1.01916e-05
threshold=0.11323000000000001 0.088875000000000023 0.090455000000000021 0.099515000000000006 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0045792461666924198 0.01227991067381265 0.011034980618973168 0.0057198803834846599 -0.026322367893949775 -0.00084004096893199086
leaf_weight=0.001844748660108613 0.0012452895931461937 0.0011471833659477239 0.001357658210030096 0.0010059789183024612 0.0011287350361217944
leaf_count=1239 319 335 862 219 147
internal_value=0 -0.00270793 -0.00645418 -0.0122521 0.006042
internal_weight=0 0.00535557 0.00420839 0.00285073 0.00237402
internal_count=3121 2655 2320 1458 466
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=6
num_cat=0
split_feature=43 3 13 52 15
split_gain=2.75356e-05 5.11997e-05 3.19422e-05 3.09638e-05 6.91347e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.10664 -0.0064899999999999992 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-5.5103543480035468e-05 0.00015101995288569386 0.00047239826624984407 -0.00039355853566254233 -0.00043703184324475245 0.0002093830513344457
leaf_weight=0.0017972268006664505 0.0016575239438069078 0.0011666299981825988 0.0015235093272458955 0.0010442852160735439 0.001627446645078513
leaf_count=1013 259 442 401 161 845
internal_value=0 0.000152531 -7.9432e-05 -0.000170483 -4.32776e-05
internal_weight=0 0.00296386 0.00585277 0.00419524 0.00267173
internal_count=3121 1455 1666 1407 1006
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=6
num_cat=0
split_feature=13 1 42 47 2
split_gain=1.27907e-05 2.38303e-05 2.88297e-05 6.13138e-05 2.72467e-05
threshold=0.11217000000000001 0.077565000000000009 0.086375000000000021 0.077555000000000013 0.092875000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013094920296935243 0.0079188560787537051 0.017177736681751862 0.016314544118406157 -0.021988117589380612 -0.0037996322052638028
leaf_weight=0.0014920246283112526 0.0016078530217528897 0.0011675823924900751 0.0010166359176358758 0.0011361317839969696 0.0013182359543759425
leaf_count=1523 217 338 500 199 344
internal_value=0 -0.00210188 0.00143409 -0.00274266 0.00605338
internal_weight=0 0.00613061 0.00463859 0.00362195 0.00248582
internal_count=3121 2904 1381 881 682
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=3.58162e-05 3.13456e-05 3.77784e-05 6.09048e-05 7.67083e-05
threshold=0.11217000000000001 0.15891500000000003 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00026800714424754735 0.00024255965554217417 -0.00036896566727928073 -0.00029314176674711048 -6.7625049610640998e-05 0.00055691712825028114
leaf_weight=0.0015860913514440982 0.0017956308515118266 0.0011173614914672843 0.0011679573103590382 0.0015658638313002116 0.0014620857819551427
leaf_count=843 217 438 284 1087 252
internal_value=0 -6.83194e-05 -1.022e-05 8.72259e-05 0.000233943
internal_weight=0 0.00689936 0.005782 0.00419591 0.00302795
internal_count=3121 2904 2466 1623 1339
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.65389e-05 5.34957e-05 5.70984e-05 2.97041e-05 7.25389e-05 8.44687e-06
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009 -0.07490999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0002634818901932734 -0.00020868531193335448 -0.00050198109283524218 8.6889187229657289e-05 0.00048841890642187019 4.8739927226118425e-05 -0.00020049257392298881
leaf_weight=0.0010886596958878574 0.0010947099850139442 0.0015051183758124547 0.0010926206380297062 0.0015052944221704196 0.0010441256513348332 0.0010471305508243239
leaf_count=174 165 1915 89 488 159 131
internal_value=0 -0.000101389 -0.0002543 7.41193e-05 0.000160199 -7.60554e-05
internal_weight=0 0.0036864 0.00259774 0.00469126 0.00359655 0.00209126
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=7
num_cat=0
split_feature=1 47 52 2 3 0
split_gain=3.09064e-05 4.75324e-05 6.26349e-05 5.62422e-05 3.32722e-05 2.67435e-05
threshold=0.12337000000000002 0.092530000000000015 -0.088204999999999992 0.10097500000000002 -0.011549999999999998 -0.13843999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00043894387078242188 0.00022792893114345449 -0.00044496647480150419 6.2542797289679615e-05 7.4300695595310101e-05 0.00047972689871364634 -0.00037076564210759762
leaf_weight=0.0010199091551581869 0.0017438977204386362 0.0010666468499835767 0.0014884443008155611 0.0010167322003375111 0.0014519931900381059 0.0010604803532463306
leaf_count=556 294 261 1449 118 146 297
internal_value=0 -6.33849e-05 4.02862e-06 9.40691e-05 0.000268549 -0.000152919
internal_weight=0 0.00710421 0.00603756 0.00501765 0.00294044 0.00207721
internal_count=3121 2827 2566 2010 1595 415
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=7
num_cat=0
split_feature=2 13 13 16 3 3
split_gain=1.48221e-05 3.27393e-05 2.75575e-05 5.58095e-05 2.61344e-05 1.11039e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.0064149999999999997 0.10893000000000001 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.00030353434577243125 0.00034563530559470314 0.00014207443805652292 -0.00031162495764069378 0.00036343064096101938 -0.00027714875128967398 -2.5206424914890077e-05
leaf_weight=0.0013990825463138421 0.0012818669788632895 0.0012811615363116082 0.0010416887692066669 0.0011926357888625478 0.0010324489141828597 0.0010398912793086997
leaf_count=1269 200 622 602 237 97 94
internal_value=0 9.42676e-05 -7.3194e-05 2.52311e-05 -4.5004e-05 -0.000168539
internal_weight=0 0.00359548 0.0046733 0.00327422 0.00231361 0.00208158
internal_count=3121 919 2202 933 719 696
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=6
num_cat=0
split_feature=2 13 13 16 2
split_gain=1.12503e-05 2.97852e-05 2.25664e-05 5.61556e-05 1.51747e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.0064149999999999997 0.11585500000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.014266331683057153 0.016908144659745324 -0.010474953873088238 -0.0088432095431918555 0.019268259027158757 0.0062812812483414096
leaf_weight=0.0013255986299482545 0.0012068806740898786 0.0011625444699290199 0.0019613677163428586 0.0011143175923164655 0.0010100264804352907
leaf_count=1269 200 403 696 237 316
internal_value=0 0.00431217 -0.00335931 0.00134155 -0.00268499
internal_weight=0 0.00337945 0.00440128 0.00307569 0.00217257
internal_count=3121 919 2202 933 719
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=6
num_cat=0
split_feature=52 12 1 2 52
split_gain=1.12043e-05 2.0387e-05 3.03853e-05 3.66165e-05 2.39471e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.099185000000000009 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016036946091119456 -0.00950780167102196 0.011409096575313358 -0.014325272360443793 0.016545165693093604 0.0041332371877952868
leaf_weight=0.0010016498186387742 0.0010735860608183439 0.0015839653232112231 0.001368627209152002 0.0013126207475209657 0.0014274680082132056
leaf_count=414 501 409 311 344 1142
internal_value=0 0.00149677 -0.00157558 0.00308792 -0.00418396
internal_weight=0 0.00669433 0.00511037 0.00374174 0.00242912
internal_count=3121 2620 2211 1900 1556
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.88915e-05 2.86435e-05 4.91395e-05 6.8213e-05 4.02182e-05 3.39655e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00022876986250846214 0.00020656809861041285 0.00024925738916714205 0.00029910172749259727 -0.0006817646807097432 -0.00016567423080705244 -0.00021005851866023328
leaf_weight=0.001531387429129826 0.0013863262196738618 0.0010897965097397769 0.0010095865585466185 0.0011534189202977389 0.0011688333877382918 0.0012170548488237957
leaf_count=716 192 328 255 1161 327 142
internal_value=0 -4.34743e-05 -9.5942e-05 -0.000174596 -0.000422007 3.44495e-05
internal_weight=0 0.00717008 0.00608028 0.00507069 0.00232225 0.00274844
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=7
num_cat=0
split_feature=1 0 3 2 1 12
split_gain=2.06644e-05 3.92872e-05 4.55561e-05 8.70094e-05 4.9646e-05 1.83111e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.12018999999999998 0.10327000000000001 0.07863500000000001 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00018183170729317084 0.00022818620802453159 4.0796615664215573e-05 0.00014371467198888199 -0.00083957572301216355 -0.00044520777854148755 -0.00010223223974981808
leaf_weight=0.0010694611148728246 0.0012119287091513652 0.0015637853834814183 0.0011130013712540375 0.0010228617260728354 0.0010886109794404719 0.0013780471613677634
leaf_count=104 311 284 1276 380 611 155
internal_value=0 -0.000157948 -0.000233838 -0.000367028 -0.000147484 5.23806e-05
internal_weight=0 0.00585772 0.00478826 0.00322447 0.00220161 0.00258998
internal_count=3121 2655 2551 2267 1887 466
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=7
num_cat=0
split_feature=13 0 47 4 0 12
split_gain=2.83568e-05 3.8743e-05 4.57475e-05 4.55428e-05 6.38636e-05 2.17422e-05
threshold=-0.15078499999999997 -0.019414999999999998 0.092530000000000015 -0.0086549999999999978 -0.17169499999999996 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -3
right_child=1 5 -4 4 -6 -7
leaf_value=0.00023376803048665872 -0.00036699194934484882 0.00037476178347979725 -0.00046130818430320525 0.00043628516867657321 -0.0001809043136264961 -1.4423337779337824e-05
leaf_weight=0.0016462926725041207 0.0011132105269317776 0.0010198820637942741 0.0013129265598216342 0.001209065705489492 0.0013806118878076246 0.0012027101636576849
leaf_count=230 1432 176 281 98 747 157
internal_value=0 -5.13371e-05 -0.000146828 -3.53239e-05 0.000107248 0.000164162
internal_weight=0 0.00723841 0.00501581 0.00370289 0.00258968 0.00222259
internal_count=3121 2891 2558 2277 845 333
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.65427e-05 4.00409e-05 4.70418e-05 4.28716e-05 5.23004e-05 3.0103e-05
threshold=0.078340000000000007 -0.052894999999999991 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00046060694313666248 -0.00024336576290563406 -0.00035666467612354433 0.00016452817015582871 0.00039048524761498428 -0.00042391953764052398 2.0953675295710095e-05
leaf_weight=0.0011556040589139093 0.0010049476117501019 0.0015676151671295702 0.0013390448586008432 0.0010187765367248545 0.0010253566015070491 0.0012425679223421404
leaf_count=1034 208 825 203 276 243 332
internal_value=0 2.48554e-05 -7.58775e-05 5.42269e-05 -9.06606e-05 0.000232809
internal_weight=0 0.00734897 0.00495079 0.00338318 0.0023644 0.00239817
internal_count=3121 2913 1547 722 446 1366
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=6
num_cat=0
split_feature=2 4 4 2 4
split_gain=1.12338e-05 2.28307e-05 2.62579e-05 3.94769e-05 3.62233e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10699500000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0097601448804728805 -0.019262768637847261 0.011271189194084114 -0.017751784693806168 0.014078000280951393 0.0022320904502363776
leaf_weight=0.0010049531286142055 0.0013359699819739386 0.0011510846992485177 0.0011384426481253831 0.0012837640098748038 0.0018976017997198512
leaf_count=199 231 259 191 403 1838
internal_value=0 -0.00156626 -0.00417899 -0.000758419 -0.00664864
internal_weight=0 0.00680686 0.00565578 0.00451734 0.00323357
internal_count=3121 2922 2663 2472 2069
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=52 16 3 12 2 15
split_gain=1.01027e-05 2.06178e-05 5.43607e-05 4.48612e-05 4.41522e-05 1.26866e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.09141500000000001 0.084055000000000005 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6
right_child=-2 3 4 -5 5 -7
leaf_value=-0.022670639414938031 -0.009087932198793839 -0.0040955868419382561 0.018489234704635503 0.024136264738816533 -0.013230253827399494 0.0020593420629041372
leaf_weight=0.0010360940733341309 0.0010775660528284945 0.0012021777992007698 0.001245612927365801 0.0010583667360048407 0.0010222498051616082 0.0011568259531279084
leaf_count=147 501 361 569 304 327 912
internal_value=0 0.00134208 -0.00260062 0.00912231 0.0034713 -0.00511333
internal_weight=0 0.00672133 0.00446078 0.00226054 0.00342469 0.00217908
internal_count=3121 2620 1955 665 1808 1239
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=6
num_cat=0
split_feature=3 0 43 3 4
split_gain=1.10145e-05 2.78266e-05 3.72587e-05 5.74869e-05 1.36003e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0076527215345339452 0.017156074398692402 -0.011693241801228596 -0.022592718298269789 0.014651547418440596 -0.0017361632864134491
leaf_weight=0.0014866861145328026 0.0012489762440528007 0.0019907933018588776 0.0010289881436870243 0.0010097361502164962 0.0010159724737983863
leaf_count=303 1233 361 961 119 144
internal_value=0 -0.00191734 0.0026048 -0.0033448 0.00643247
internal_weight=0 0.00629447 0.00430367 0.0030547 0.00202571
internal_count=3121 2818 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.06813e-05 2.83971e-05 4.31965e-05 3.33543e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018829455187321632 0.0077035065667317038 -0.012300170888964273 0.0071221201435360398 -0.012998242818617865
leaf_weight=0.0011843600349388623 0.0014367928747587135 0.0018424750215697222 0.0015710017669099403 0.0017325397019166962
leaf_count=160 279 1443 488 751
internal_value=0 -0.00184713 0.00244429 -0.00342999
internal_weight=0 0.00633038 0.0044879 0.00330354
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=6
num_cat=0
split_feature=0 15 3 0 0
split_gain=1.13335e-05 2.92306e-05 2.77874e-05 5.48997e-05 6.48134e-05
threshold=0.056435000000000006 1.0000000180025095e-35 0.10893000000000001 -0.14226499999999997 -0.074229999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.023078553519064862 0.0078149809875299615 -0.016075848461858205 -0.010752348653311435 -0.021762848716701394 0.011004890695482474
leaf_weight=0.0012362643309374163 0.0014752808088589224 0.0011844499435656516 0.0013802339241771096 0.0010385706732919688 0.0014413843908158551
leaf_count=200 204 1187 201 896 433
internal_value=0 -0.00192497 0.00136378 0.00586381 -0.00271778
internal_weight=0 0.0062809 0.00509645 0.00371622 0.00247996
internal_count=3121 2917 1730 1529 1329
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=6
num_cat=0
split_feature=51 484 3 12 2
split_gain=1.43805e-05 3.49401e-05 3.50753e-05 3.76772e-05 3.74809e-05
threshold=0.08955500000000001 0.041405000000000004 0.11296500000000002 0.092355000000000007 0.086885000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-6.8771401099418201e-05 -0.00019829508683291762 0.0003675403228337901 -0.00031102972808553906 -0.0001927794324397575 0.00036123886656499332
leaf_weight=0.0013773405836587016 0.0012731593124925677 0.0010010815724185345 0.0013172691411557731 0.0016229713035821949 0.0017948657697091459
leaf_count=812 409 396 145 711 648
internal_value=0 2.79757e-05 -2.76373e-05 5.02126e-05 0.000174533
internal_weight=0 0.00711353 0.00611245 0.00479518 0.00317221
internal_count=3121 2712 2316 2171 1460
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=7
num_cat=0
split_feature=1 42 0 0 1 16
split_gain=2.2486e-05 2.90854e-05 4.47452e-05 4.00508e-05 4.42725e-05 2.75911e-05
threshold=0.11588000000000001 0.075730000000000006 0.10455500000000001 -0.23001499999999997 0.094715000000000008 -0.06421499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=0.000218769452095119 0.00035186979707647621 -0.00027519002649840473 0.00037566721695441748 -0.0004930209852325668 2.8974757881464523e-05 -7.5048753577371311e-05
leaf_weight=0.0011640627974959239 0.0013255552225102855 0.0017474893059878328 0.0010600941057285346 0.0012007767595811813 0.0013020539184188256 0.001037611089308143
leaf_count=108 241 1368 114 890 226 174
internal_value=0 -5.90425e-05 2.08637e-05 -8.17095e-05 -0.000221462 0.00016442
internal_weight=0 0.00647448 0.00472699 0.00366689 0.00250283 0.00236317
internal_count=3121 2706 1338 1224 1116 415
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.08205e-05 2.42338e-05 3.35769e-05 5.34648e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0019712519842382324 0.0084017807553268108 -0.011046921494500615 -0.0086591938470320737 0.026267563501644966
leaf_weight=0.0017235331438066009 0.0012634181956728821 0.0019480363443305079 0.0017370024258088869 0.0010973309229383665
leaf_count=1442 192 228 901 358
internal_value=0 -0.00171139 0.00227862 0.0090138
internal_weight=0 0.0065059 0.00455787 0.00282086
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.06288e-05 4.13025e-05 4.27705e-05 3.84304e-05 6.42247e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.012817263287580594 -0.013968677579034911 -0.022754014781499604 0.0042884966178843662 0.024666077111033937 -0.0033835693694076216
leaf_weight=0.0010006242167986058 0.0010026154907276786 0.0013890454060294225 0.0010102065058569358 0.0014027833069833939 0.0019524465082169603
leaf_count=174 165 1915 89 488 290
internal_value=0 -0.00424981 -0.0113677 0.00321024 0.00834367
internal_weight=0 0.00339988 0.00239925 0.00435785 0.00335523
internal_count=3121 2178 2004 943 778
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=7
num_cat=0
split_feature=42 49 1 15 1 12
split_gain=1.03623e-05 2.85907e-05 2.91803e-05 2.7893e-05 2.15222e-05 2.10117e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.037864999999999989 0.107145 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.001488135314588291 -0.0093099940161260174 -0.01270367283572401 0.01809563539690482 0.016291486169874879 -0.018808974092240222 -0.0033605307609135635
leaf_weight=0.0010834968977393869 0.001045858709032896 0.0010558429041165962 0.0013598431923799526 0.0011620949202514679 0.0010088421279036671 0.0010229957453640945
leaf_count=434 630 578 239 264 142 834
internal_value=0 0.00139333 0.00580089 0.000642211 -0.00829832 0.00709098
internal_weight=0 0.00669312 0.00460078 0.00324093 0.00209234 0.00218509
internal_count=3121 2491 1915 1676 576 1098
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=7
num_cat=0
split_feature=1 151 1 2 3 12
split_gain=3.5896e-05 5.89879e-05 8.41583e-05 4.03285e-05 3.67264e-05 4.80359e-05
threshold=0.10439500000000002 -0.0071249999999999985 0.080585000000000004 0.10060500000000001 0.11296500000000002 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.00029679497569512866 0.00060203852689719747 0.0001801184863541411 -0.00068251403697153342 -0.00032957738152328557 -0.00010730939720218915 5.7245921645130777e-05
leaf_weight=0.0010326674234844031 0.0010480874502307408 0.0014304472312141167 0.0011132612383091805 0.0010241284235586554 0.001499184409511261 0.0015314877583865781
leaf_count=393 275 1116 595 332 208 202
internal_value=0 -0.000115902 -0.000235352 -3.25431e-05 0.000136753 0.000278596
internal_weight=0 0.0046005 0.00356784 0.00245458 0.00407876 0.00257958
internal_count=3121 2436 2043 1448 685 477
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=5
num_cat=0
split_feature=4 151 2 1
split_gain=1.15217e-05 2.34162e-05 2.40386e-05 4.97461e-05
threshold=0.27287000000000006 -0.012764999999999997 0.10097500000000002 0.080585000000000004
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.011793985468010242 0.0070650366835260537 0.015048515752112314 -0.014235399066855364 -0.01028464871370996
leaf_weight=0.0010040449426993153 0.0017614329889575429 0.0013271956936233892 0.0017863254804443046 0.0018635112099161277
leaf_count=463 352 1129 526 651
internal_value=0 -0.00213684 -0.00494718 0.000252849
internal_weight=0 0.00598108 0.00497703 0.00319071
internal_count=3121 2769 2306 1780
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=7
num_cat=0
split_feature=159 4 48 52 2 43
split_gain=4.01193e-05 5.21148e-05 5.25613e-05 6.45912e-05 0.000102732 0.000105837
threshold=-1.0000000180025095e-35 0.27834500000000006 0.091545000000000015 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036864889560549017 -0.00052012388722798937 0.00034936358763209532 0.00032074243244810136 -0.00024586575342393316 -0.0005045584820782212 0.00055990477649906195
leaf_weight=0.0010023309225953838 0.0012179420856260137 0.0017213168114084765 0.0012560589722588203 0.0010943396209003977 0.0010839140359214065 0.00146667143665246
leaf_count=509 546 318 309 835 211 393
internal_value=0 4.79569e-05 -3.68319e-05 -0.000129192 1.43698e-06 0.000215593
internal_weight=0 0.00784024 0.00611893 0.00486287 0.00364493 0.00256101
internal_count=3121 2612 2294 1985 1439 1228
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=1.1969e-05 2.95997e-05 3.75766e-05 3.57043e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0074062392645616471 -0.0018662115380174754 -0.020203050947180241 0.0051674866876324378 0.017817448993701596
leaf_weight=0.0017166958954792783 0.0019083363083712125 0.0010993355780929402 0.0012448700316070606 0.0017820990196503164
leaf_count=970 264 447 375 1065
internal_value=0 0.00205713 -0.00673025 0.00763896
internal_weight=0 0.00603464 0.00234421 0.00369044
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=6
num_cat=0
split_feature=1 3 3 3 2
split_gain=1.11058e-05 3.66926e-05 3.47496e-05 5.5047e-05 3.22132e-08
threshold=0.094385000000000011 -0.083924999999999986 -0.13309499999999996 0.083060000000000009 0.093680000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.0081604191469615978 -0.013026209019106042 -0.013389368713174241 0.023373567924359028 -0.002640524082370076 -0.012587177912291884
leaf_weight=0.0013897711443004038 0.001001982202809421 0.0010011460693468547 0.0013947802533711071 0.0019515493867203718 0.0010011966124787732
leaf_count=924 165 787 488 290 467
internal_value=0 -0.00432351 0.00331068 0.00820238 -0.0129883
internal_weight=0 0.00339211 0.00434831 0.00334633 0.00200234
internal_count=3121 2178 943 778 1254
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=6
num_cat=0
split_feature=42 160 16 15 16
split_gain=1.11155e-05 2.91234e-05 2.85625e-05 4.75233e-05 2.05774e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.084119999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093778678138033578 -0.010809919369217286 -0.0037566917317961249 -0.0099965605241587735 0.0098914320055227614 0.028660967016717893
leaf_weight=0.0010923839548790757 0.0014886968162736202 0.0017506602067171263 0.0010108829906416766 0.0013621502938924435 0.0010225794525699132
leaf_count=862 828 272 311 368 480
internal_value=0 0.00150822 0.00507157 0.00875493 0.0179399
internal_weight=0 0.00663497 0.00514627 0.00413539 0.00238473
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=7
num_cat=0
split_feature=2 2 457 13 3 12
split_gain=2.01124e-05 2.92247e-05 2.52351e-05 3.44872e-05 5.2159e-05 5.0389e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.045365000000000009 -0.0013449999999999996 0.088060000000000013 0.089570000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.0002487294020814693 -0.00029610479891595243 0.00044317636502529849 0.00030280606012441432 5.7683419116859446e-05 -0.00047570589945046256 -0.00014199818890420324
leaf_weight=0.001066627989198818 0.0013861186475475264 0.0011066741096159801 0.0010076568734779636 0.001581334641562117 0.0012716946243841142 0.0011574658392441675
leaf_count=199 541 984 235 510 151 501
internal_value=0 -3.90036e-05 1.91814e-05 -3.66691e-05 -0.000180067 0.000144025
internal_weight=0 0.00751094 0.00612483 0.00511717 0.00285303 0.00226414
internal_count=3121 2922 2381 2146 661 1485
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=7
num_cat=0
split_feature=1 4 2 3 16 15
split_gain=2.97551e-05 4.83452e-05 5.25234e-05 6.96712e-05 3.77986e-05 2.26504e-05
threshold=0.077565000000000009 -0.04890499999999999 0.089775000000000008 0.11296500000000002 0.11346000000000002 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=4 -2 5 -4 -1 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00045342366122247033 -0.00031164664415441964 -0.00018433319316445422 0.00062729848360027309 -2.1061663259385569e-05 4.7299651024419475e-05 0.00018853953154607313
leaf_weight=0.0010724858861419506 0.001031589087071968 0.0016367607685905416 0.0014920574328616452 0.0011121825249526605 0.0012612414848607908 0.0010146100478983524
leaf_count=1380 551 331 287 153 256 163
internal_value=0 7.64465e-05 0.000152623 0.000350406 -0.000182812 -4.16446e-05
internal_weight=0 0.0062872 0.00525561 0.00260424 0.00233373 0.00265137
internal_count=3121 1485 934 440 1636 494
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=6
num_cat=0
split_feature=3 2 47 4 150
split_gain=2.82908e-05 3.38773e-05 2.72424e-05 7.30944e-05 6.10691e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 -0.10429499999999998 0.086615000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00057885509077689747 0.00024971870379099495 0.00026237599512260218 0.00010918691194316456 0.00019913657980534492 -0.00035412113388212353
leaf_weight=0.0013028511149860249 0.0014383626650356163 0.0011174436941898437 0.0016160853144097714 0.0018745866432382373 0.0012982995578132192
leaf_count=272 192 328 318 1777 234
internal_value=0 -5.14578e-05 -0.000109025 -0.000187817 -2.72485e-05
internal_weight=0 0.00720927 0.00609182 0.00447574 0.00317289
internal_count=3121 2929 2601 2283 2011
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=6
num_cat=0
split_feature=4 151 15 15 0
split_gain=1.1552e-05 2.12038e-05 2.88013e-05 2.60832e-05 3.55989e-05
threshold=0.27287000000000006 -0.012764999999999997 1.0000000180025095e-35 -0.037864999999999989 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011074625201996018 0.007080680404987872 -0.0098947536662926383 -0.019019509883212965 0.020213379416050867 -0.0055650715519000816
leaf_weight=0.0010124765224984334 0.0017678519146583924 0.0017243674700707858 0.0011076402265767947 0.0010156371226890449 0.0011336469699405397
leaf_count=463 352 802 1162 218 124
internal_value=0 -0.00211812 -0.00479963 -0.000733561 0.00661645
internal_weight=0 0.00599377 0.00498129 0.00387365 0.00214928
internal_count=3121 2769 2306 1144 342
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=7
num_cat=0
split_feature=2 51 2 150 16 1
split_gain=2.38281e-05 2.46557e-05 3.02585e-05 5.5917e-05 8.23799e-05 3.06897e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.086590000000000014 0.083555000000000004 0.042200000000000008 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.0002724211372963149 -0.00027982609586130316 -0.00025821815573082515 -0.00052002576980038015 0.00047080638711044135 0.00031583918940622334 -4.8018261579909026e-05
leaf_weight=0.0010589511003344524 0.001366538676252479 0.0012582889149410264 0.0010551223582896271 0.0011017524305175046 0.0015137624968872762 0.0010633403856667406
leaf_count=199 514 925 823 218 275 167
internal_value=0 -4.21589e-05 1.20412e-05 8.3876e-05 -3.34905e-05 -0.000283107
internal_weight=0 0.00735881 0.00599227 0.00473398 0.00363223 0.00211846
internal_count=3121 2922 2408 1483 1265 990
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=7
num_cat=0
split_feature=42 160 43 3 12 1
split_gain=2.13647e-05 3.81756e-05 4.62921e-05 3.75222e-05 5.37313e-05 6.88532e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 0.11924500000000002 0.092355000000000007 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00024634454236960258 -0.00022768426211997264 0.00017129337163171321 -0.00026016899248612564 -0.00013220095554111093 -5.7972192931128911e-05 0.00083535853736606237
leaf_weight=0.0011973787032934216 0.001638085160454569 0.0014069705555133909 0.0010488277508509201 0.0010405890418253906 0.0011568579581428488 0.0010470000888744648
leaf_count=862 828 514 115 140 386 276
internal_value=0 3.61328e-05 0.000111946 0.000195853 0.000290393 0.00045462
internal_weight=0 0.00733833 0.00570025 0.00465142 0.00361083 0.00245397
internal_count=3121 2259 1431 1316 1176 790
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=6
num_cat=0
split_feature=3 2 47 4 150
split_gain=1.12825e-05 2.15034e-05 3.08311e-05 5.78506e-05 4.32151e-05
threshold=0.13524500000000003 0.11474000000000002 0.085270000000000026 -0.10429499999999998 0.086615000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.027497080356122486 0.0085918071246169729 0.011773000272017839 0.0082964553907870324 0.0091850964958382943 -0.01569320939402262
leaf_weight=0.0011617344413607086 0.0012710624245408243 0.0010009620144561648 0.0014597202069826396 0.0016947689573975997 0.0011874261396338497
leaf_count=271 192 341 317 1766 234
internal_value=0 -0.00170915 -0.00416119 -0.00865797 -0.00106444
internal_weight=0 0.00650461 0.00550365 0.00404393 0.0028822
internal_count=3121 2929 2588 2271 2000
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=1.08605e-05 2.20782e-05 2.99336e-05 5.89707e-05 3.89354e-05 2.20404e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11177500000000001 0.086615000000000011 0.0076650000000000008 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.012984631978439269 -0.0094020709308986726 0.027373819565954138 -0.01676063990851295 -0.018784394410939546 -0.0051666135395991462 0.006681332784927942
leaf_weight=0.0013331464489198695 0.001065401382056747 0.0010439868553541005 0.0010254141813163566 0.0010203515050760492 0.001256328736643969 0.0010154010454332554
leaf_count=190 501 964 335 214 329 588
internal_value=0 0.00146809 -0.00139553 0.00223809 0.00870737 0.0171712
internal_weight=0 0.00669463 0.00536148 0.00433607 0.00331572 0.00205939
internal_count=3121 2620 2430 2095 1881 1552
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=6
num_cat=0
split_feature=49 42 52 4 16
split_gain=1.25835e-05 2.26179e-05 2.70951e-05 3.93938e-05 5.53519e-05
threshold=-0.043469999999999995 0.088915000000000008 0.10347000000000002 -0.064804999999999988 -0.059624999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0073308548636015769 -0.0171531611597113 -0.015781342588439381 0.014656807548964396 -0.0096949000612014877 0.020040125188673492
leaf_weight=0.001789853046663935 0.0013439271461574138 0.0010207231501783137 0.0010696568087807 0.001354398720556147 0.0011641055108383728
leaf_count=425 772 802 301 337 484
internal_value=0 -0.00223175 0.000572418 -0.0033281 0.00404925
internal_weight=0 0.00595281 0.00493209 0.00386243 0.0025185
internal_count=3121 2696 1894 1593 821
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=7
num_cat=0
split_feature=0 0 2 150 2 1
split_gain=2.37005e-05 5.66936e-05 4.25982e-05 3.10799e-05 3.34239e-05 2.61116e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.10097500000000002 0.081835000000000019 0.084305000000000005 0.082005000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 5 4 -1 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.00019029293755917003 0.00051123976169276889 -0.00048491359806606912 -0.00019721727612554283 0.00028318839632793708 -0.00026004318373545025 9.1456548343746006e-05
leaf_weight=0.0010004710583342135 0.0010048659858407545 0.0010875204559380189 0.0010863628448808497 0.0012048386530821324 0.0017281528741536038 0.0013155032841199895
leaf_count=107 71 1936 311 172 333 191
internal_value=0 -8.86617e-05 0.000123223 2.08937e-05 -9.4924e-05 0.000273249
internal_weight=0 0.00502098 0.00340673 0.00393346 0.00272862 0.00232037
internal_count=3121 2548 573 612 440 262
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=8
num_cat=0
split_feature=50 15 16 48 52 49 0
split_gain=7.89248e-05 7.44292e-05 5.30066e-05 9.31251e-05 6.39384e-05 5.87708e-05 2.71317e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.094359999999999986 0.016865000000000002 -0.087769999999999987 -0.026779999999999995 -0.026509999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00056168527844918106 -0.00051636268093672218 0.00012878856890871483 -0.0004448021286350849 0.00060650677471334462 0.00035745204470747884 -0.0004492486648666193 -7.7291318831351622e-05
leaf_weight=0.0010050323850052381 0.0010205550245787091 0.0011277043123930608 0.0010367720706502786 0.0011487422953744297 0.0011317303164106473 0.0016892552355213882 0.0010772635629644274
leaf_count=218 615 135 429 370 969 317 68
internal_value=0 6.1789e-05 -7.87946e-06 0.000126712 -4.30968e-05 -0.000217845 0.00014544
internal_weight=0 0.0082165 0.00721147 0.00439451 0.00324577 0.00281696 0.00220899
internal_count=3121 2506 2288 1836 1466 452 1037
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=7
num_cat=0
split_feature=0 0 150 2 1 15
split_gain=1.23834e-05 3.71992e-05 4.3788e-05 2.67368e-05 2.60226e-05 2.35559e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.10097500000000002 0.111945 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -2
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.015632179814254344 0.00045855957218333125 -0.017940656496719359 0.01891841289783799 -0.0085865601187658045 0.0057554643364280678 0.021451971416740625
leaf_weight=0.0012151784753216574 0.0010499054053098359 0.0012640627186848753 0.0010667933382799313 0.001011418033776996 0.0010696371315483677 0.0010887307393558335
leaf_count=287 121 1988 160 311 113 141
internal_value=0 -0.00332253 0.00219071 0.00481016 -0.00561955 0.0111458
internal_weight=0 0.00461567 0.00335161 0.00315005 0.00228482 0.00213864
internal_count=3121 2548 560 573 400 262
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=6
num_cat=0
split_feature=13 3 48 42 4
split_gain=2.45803e-05 4.73226e-05 4.18748e-05 5.48949e-05 4.55606e-05
threshold=-0.15078499999999997 0.11296500000000002 0.088965000000000002 0.075730000000000006 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0002190914680498253 -0.00013803919760910083 -0.00040483737593451042 0.00038071000427114239 -0.00034764329045963211 0.00033046884293777893
leaf_weight=0.0016283459543346502 0.0015971965189195284 0.0011890176803570907 0.0010414772805660685 0.0016142625191717169 0.0015948975462799653
leaf_count=230 917 100 347 1290 237
internal_value=0 -4.82399e-05 2.42657e-05 -5.29714e-05 9.60461e-05
internal_weight=0 0.00703685 0.00584783 0.00480636 0.00319209
internal_count=3121 2891 2791 2444 1154
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=6
num_cat=0
split_feature=2 16 0 15 52
split_gain=1.77927e-05 2.79709e-05 2.7611e-05 2.97271e-05 3.46408e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.051010000000000007 1.0000000180025095e-35 -0.049749999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00023604160147026477 0.00025737313051345392 0.00010683765557939223 0.00015407058461784997 -0.000456483228373236 -0.00026713658333680303
leaf_weight=0.0010716315807342202 0.0010769156897654716 0.0019380258347719711 0.0014335350611389902 0.0010019166806725334 0.001872229956926211
leaf_count=199 189 656 166 1140 771
internal_value=0 -3.44699e-05 -8.4791e-05 -0.000155947 -7.69206e-05
internal_weight=0 0.00732262 0.00624571 0.00481217 0.00381026
internal_count=3121 2922 2733 2567 1427
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=7
num_cat=0
split_feature=159 15 12 1 16 3
split_gain=6.79842e-05 4.40771e-05 3.59197e-05 4.58975e-05 6.58671e-05 4.24283e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.029094999999999999 0.10937500000000001 -0.094359999999999986 -0.0087149999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00047276865609315846 0.00044420870502121862 -0.00031893028061578645 -0.00040943312005340841 0.00032665132570547958 -0.00012307711476231266 0.00036586404142651156
leaf_weight=0.0010325504046365909 0.0010124535088686078 0.0010991154186268323 0.0013145170572696537 0.0018125094170493763 0.0013458947774378307 0.0013840028293275895
leaf_count=509 224 241 343 205 1457 142
internal_value=0 6.19639e-05 6.32811e-06 6.73664e-05 -4.88325e-05 0.000124806
internal_weight=0 0.00796849 0.00695604 0.00585692 0.00404441 0.0027299
internal_count=3121 2612 2388 2147 1942 1599
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=8
num_cat=0
split_feature=159 15 15 12 49 0 2
split_gain=3.5482e-05 6.31286e-05 3.53665e-05 3.99084e-05 6.02524e-05 5.44765e-05 4.13471e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.10203999999999998 0.084100000000000022 -0.006494999999999999 -0.069824999999999984 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=-0.00034799477354456316 0.00050178521157574199 -0.00032598651924894712 -0.00014288407354973704 -0.00044444345531582247 0.00070678492904501899 8.1639646921783038e-05 0.0001031483950236154
leaf_weight=0.0010125073563137079 0.0010022579074380599 0.0012316696696565033 0.0014515267720026405 0.0010700438663637571 0.0010068506307628008 0.0011458386140869366 0.0010506930239380624
leaf_count=509 224 272 291 1147 187 125 366
internal_value=0 4.17127e-05 -2.45711e-05 4.02756e-05 0.000165854 0.000374031 -0.000173146
internal_weight=0 0.00795888 0.00695662 0.00572495 0.00360422 0.00215269 0.00212074
internal_count=3121 2612 2388 2116 603 312 1513
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=2.38828e-05 2.75824e-05 4.53609e-05 2.61255e-05 4.38697e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00023430950507471386 0.00019043739519964884 -0.00046267272447092955 0.00018338804311583367 -0.00032998746945957051 0.00015822387043115717
leaf_weight=0.0010636542258651311 0.001971705067361741 0.0011221606996915613 0.0015565725630838417 0.0017356874228024646 0.0011947141891302101
leaf_count=451 352 158 552 1438 170
internal_value=0 -5.51845e-05 -0.000110081 -2.19003e-05 -0.000130945
internal_weight=0 0.00667279 0.00560913 0.00448697 0.0029304
internal_count=3121 2769 2318 2160 1608
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=7
num_cat=0
split_feature=159 15 16 52 49 4
split_gain=6.52886e-05 3.52197e-05 5.715e-05 8.38105e-05 4.44473e-05 6.70171e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 1.0000000180025095e-35 -0.048674999999999989 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00045880600411813538 0.00034184652548231134 -0.00040779068987668713 0.00023461938400030002 0.00046029346886971239 -0.00048587941035218446 0.00016067959199757593
leaf_weight=0.001028734017249071 0.0014553078134235172 0.0010784019575075243 0.0012176527765219236 0.0016159302673022817 0.0015033541832267412 0.0010446380970553348
leaf_count=509 321 201 277 657 990 166
internal_value=0 6.62793e-05 4.19939e-06 8.67572e-05 -7.35364e-05 -0.0002208
internal_weight=0 0.00791529 0.00645998 0.00538158 0.00376565 0.00254799
internal_count=3121 2612 2291 2090 1433 1156
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=7
num_cat=0
split_feature=52 13 12 1 1 16
split_gain=1.76056e-05 3.29054e-05 3.40411e-05 6.41368e-05 4.76502e-05 5.70111e-05
threshold=0.11434500000000002 -0.17933499999999997 0.096210000000000004 0.11181500000000001 0.094385000000000011 0.0039400000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00034291298620754273 -0.00022566209200676447 -0.00034579799305919348 0.00025117812867898745 -0.00050641056792353524 0.00037187970069507329 0.00024769217386593688
leaf_weight=0.0011205712356787143 0.0011668494468770711 0.0016138290140500396 0.0013667258606361119 0.001137923640274186 0.0010826877573655992 0.0010128370720162276
leaf_count=148 501 1231 466 207 265 303
internal_value=0 3.36401e-05 -2.2131e-05 -9.91926e-05 2.57302e-05 -0.000116949
internal_weight=0 0.00733457 0.006214 0.00484728 0.00370935 0.00262667
internal_count=3121 2620 2472 2006 1799 1534
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=6
num_cat=0
split_feature=13 1 150 3 2
split_gain=1.1699e-05 2.345e-05 2.9398e-05 2.80769e-05 3.4127e-05
threshold=0.11217000000000001 0.077565000000000009 0.081835000000000019 0.095270000000000007 0.073895000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012833727115652527 0.0075468181102237991 -0.0092982208591356058 0.014269254162105713 -0.014625723540477118 0.016319035378472482
leaf_weight=0.0015098303660859656 0.0016233415779525239 0.0010093042884105421 0.0013025204492503341 0.001347368841847065 0.0010727708141713866
leaf_count=1523 217 560 278 227 316
internal_value=0 -0.00198263 0.00147964 -0.00337792 0.00390084
internal_weight=0 0.00624179 0.00473196 0.00342944 0.00208208
internal_count=3121 2904 1381 1103 876
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=7
num_cat=0
split_feature=0 13 47 4 43 2
split_gain=1.73599e-05 4.09722e-05 5.88011e-05 4.36422e-05 3.38912e-05 2.90605e-05
threshold=-0.019414999999999998 -0.15078499999999997 0.092530000000000015 0.0061450000000000003 -0.043144999999999996 0.10981000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5
right_child=4 2 -4 5 -6 -7
leaf_value=0.0002909521874317139 0.00040346789159673299 -0.00026203381665510135 -0.00051023692355101633 0.00041169817548913814 -5.0771054487825932e-05 -5.9542236109753609e-05
leaf_weight=0.0010233793471454873 0.001034867677393846 0.0015364043255091902 0.0012328758452262371 0.0010093832606218075 0.0016201967582329608 0.0010031446349772545
leaf_count=198 146 1769 281 297 219 211
internal_value=0 -6.51249e-05 -0.000141331 -1.31753e-05 0.000126278 0.000176808
internal_weight=0 0.00580519 0.00478181 0.00354893 0.00265506 0.00201253
internal_count=3121 2756 2558 2277 365 508
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=6
num_cat=0
split_feature=3 2 47 4 0
split_gain=1.27338e-05 2.21622e-05 2.5538e-05 4.52548e-05 4.37464e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 -0.10429499999999998 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.024991586483504649 0.0090779144925181212 0.011823190920713638 0.0069588560923635736 -0.011414546974661693 0.013749056875381076
leaf_weight=0.0011676578939556117 0.0012870305192487714 0.0010108134261991482 0.0014845892581131356 0.0017880856099456817 0.0011258842419778559
leaf_count=272 192 328 318 1025 986
internal_value=0 -0.00179867 -0.00427237 -0.00835744 -0.00169197
internal_weight=0 0.00657703 0.00556622 0.00408163 0.00291397
internal_count=3121 2929 2601 2283 2011
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=6
num_cat=0
split_feature=0 49 2 0 12
split_gain=1.41261e-05 2.03534e-05 3.99506e-05 0.000106524 3.66969e-05
threshold=0.056435000000000006 -0.069799999999999987 0.11215000000000001 -0.13027499999999997 0.090455000000000021
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014331858998830119 0.0087296522653849042 0.033278426990463926 -0.012451598609819987 -0.017597472948470343 0.006429383227020702
leaf_weight=0.0011167309632630308 0.001494642720507232 0.0010472050596854205 0.0016306822137343341 0.0011732527581941217 0.0013873501485483302
leaf_count=290 204 221 444 1204 758
internal_value=0 -0.00207492 0.000537991 0.00640912 -0.00457958
internal_weight=0 0.00635522 0.00523849 0.00360781 0.0025606
internal_count=3121 2917 2627 2183 1962
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=7
num_cat=0
split_feature=2 13 3 52 4 12
split_gain=2.55747e-05 5.40687e-05 2.81213e-05 2.56196e-05 6.0048e-05 1.46406e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11296500000000002 -0.088204999999999992 -0.0016099999999999997 0.092200000000000018
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00036065992497727982 0.00043328727088507129 0.00013206130938610283 -0.00029347651141705468 0.00027380702139424699 -0.00036478589599614383 -4.7118340200644469e-05
leaf_weight=0.0010698336538010967 0.0013705553476981739 0.0013664184548729166 0.0010604113547801886 0.0015932745922126977 0.0012525454737440111 0.0010056201220970072
leaf_count=410 200 630 89 1320 342 130
internal_value=0 0.00012195 -5.38789e-05 -9.22303e-05 -1.76672e-05 -0.00022332
internal_weight=0 0.00379739 0.00242683 0.00492127 0.00385144 0.00225817
internal_count=3121 919 719 2202 1792 472
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=6
num_cat=0
split_feature=4 151 0 13 0
split_gain=1.64283e-05 2.87165e-05 4.50168e-05 2.23679e-05 4.04363e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.084034999999999985 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00025290053456372539 0.00015718758155764689 -0.00046253335598444027 0.00017238885669750278 -0.00031980429537599951 0.00015171775412560137
leaf_weight=0.0010251072877847378 0.0019375145707150251 0.0010843794365410645 0.001557571622865659 0.001646886953568673 0.0012151943269810856
leaf_count=451 352 158 552 1397 211
internal_value=0 -4.84166e-05 -0.000104536 -1.66997e-05 -0.000119604
internal_weight=0 0.00652914 0.00550403 0.00441965 0.00286208
internal_count=3121 2769 2318 2160 1608
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=7
num_cat=0
split_feature=151 4 48 15 2 0
split_gain=2.2934e-05 6.12853e-05 3.77857e-05 5.38524e-05 4.84018e-05 1.79102e-05
threshold=-0.083274999999999988 0.36766000000000004 0.091545000000000015 -0.016799999999999995 0.10097500000000002 -0.057069999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00027811791848978535 -0.00041347363170995288 0.00039503476427844245 0.00025263046734133945 1.6847103691702583e-05 -0.0003112352720087637 0.0003865327290316845
leaf_weight=0.0010019914704514615 0.0016713189881626144 0.0014811798115370485 0.0012545593886567835 0.0010014184896456326 0.001082238802008043 0.0010140255741961828
leaf_count=369 722 287 278 1103 245 117
internal_value=0 3.77102e-05 -5.01551e-05 -0.000129807 2.32413e-05 0.000202846
internal_weight=0 0.00750474 0.00602356 0.004769 0.00309768 0.00201544
internal_count=3121 2752 2465 2187 1465 1220
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=7
num_cat=0
split_feature=42 43 1 43 15 15
split_gain=2.336e-05 4.26249e-05 4.57379e-05 5.55442e-05 3.831e-05 7.0981e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 0.094385000000000011 0.0034250000000000005 -0.040804999999999994 -0.18895499999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
right_child=1 2 4 -5 -6 -7
leaf_value=-0.00025451569795067157 0.00035306067470496907 -0.0004899532017270088 -8.6556589048592932e-05 0.00011184423863955805 -0.00021756559893423258 0.00054988656624298477
leaf_weight=0.0012239984336890912 0.0013505356223292896 0.0014243477634006529 0.00136425489440884 0.0010062060228608061 0.0010252982754851798 0.0013310539247721014
leaf_count=862 448 860 210 255 258 228
internal_value=0 3.76274e-05 -3.16284e-05 -0.00024082 0.00010503 0.000227745
internal_weight=0 0.0075017 0.00615116 0.00243055 0.00372061 0.00269531
internal_count=3121 2259 1811 1115 696 438
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=6
num_cat=0
split_feature=151 1 1 13 47
split_gain=1.18858e-05 4.13553e-05 4.12986e-05 4.5988e-05 4.07708e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.010107414079558317 -0.012587410033561447 0.020041757140943903 -0.019179013205394804 0.016022302735223464 -0.0026457074248199754
leaf_weight=0.0010166115339208873 0.001056580837773631 0.0017529579695453078 0.0014122087212229142 0.001199907723367507 0.0014450649838891022
leaf_count=415 849 408 649 637 163
internal_value=0 0.00147815 -0.00576747 0.00262606 0.00979015
internal_weight=0 0.00686672 0.0036687 0.00225649 0.00319802
internal_count=3121 2706 2135 1486 571
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=6
num_cat=0
split_feature=3 2 48 2 15
split_gain=1.25159e-05 1.92301e-05 2.58067e-05 5.16149e-05 2.85226e-05
threshold=0.13524500000000003 0.11548000000000001 0.083985000000000018 0.091055000000000011 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0092114655534237967 0.0089863867349405154 0.010907225966352237 0.0077151968094282672 -0.024345643491115454 0.010964524099575932
leaf_weight=0.0016124122109272459 0.0012913921423668151 0.001010728863883187 0.0013899266145447758 0.0013224862940221481 0.0012391603727024032
leaf_count=435 192 328 434 644 1088
internal_value=0 -0.0017818 -0.00408684 -0.00801681 -0.000443922
internal_weight=0 0.00657471 0.00556399 0.00417406 0.00285157
internal_count=3121 2929 2601 2167 1523
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=8
num_cat=0
split_feature=2 16 47 4 2 16 2
split_gain=1.47626e-05 2.41642e-05 2.87532e-05 5.46149e-05 5.30949e-05 2.89758e-05 1.8314e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.10783500000000001 0.055260000000000011 0.10699500000000002 -0.082404999999999992 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.00021551400318680204 0.00024053640086680664 0.00010832079805324348 0.00022446949771858632 -0.00052058375150128614 0.00034931971404990813 -0.00048536406132792533 -0.0001134557378840478
leaf_weight=0.0010497599374951786 0.0010590405020792183 0.0010073876944596623 0.0010010089474922256 0.0011265752425934378 0.0010409507642758814 0.0010117674833925547 0.0010245612728091668
leaf_count=199 189 558 151 361 310 992 361
internal_value=0 -3.32287e-05 -7.98991e-05 -0.000138364 -3.29457e-05 -0.00016368 -0.000298242
internal_weight=0 0.00727129 0.00621225 0.00521124 0.00408467 0.00304372 0.00203633
internal_count=3121 2922 2733 2582 2221 1911 1353
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=6
num_cat=0
split_feature=0 15 47 13 15
split_gain=1.28051e-05 2.30358e-05 2.67512e-05 5.07893e-05 5.39783e-05
threshold=0.056435000000000006 1.0000000180025095e-35 0.092530000000000015 -0.059629999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.012554312916414269 0.0083040243906053451 -0.014501422437927916 -0.010080021039854397 -0.0037592680065139067 0.025755525276901128
leaf_weight=0.0010793158421072424 0.0014977684220290463 0.0011925688832454791 0.0015494313610022311 0.0010697660872879427 0.0014726357088254553
leaf_count=782 204 1187 318 196 434
internal_value=0 -0.00197296 0.000916353 0.00562079 0.0133366
internal_weight=0 0.00636372 0.00517115 0.00362172 0.0025424
internal_count=3121 2917 1730 1412 630
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=6
num_cat=0
split_feature=3 51 51 12 0
split_gain=1.13638e-05 2.34208e-05 2.08451e-05 4.71584e-05 3.8276e-05
threshold=0.13524500000000003 0.087505000000000013 -0.031924999999999995 0.092355000000000007 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0099758790274674675 0.0085605438889446005 -0.015745194946533966 0.027198328771431218 -0.011664726746663443 0.003067828213837236
leaf_weight=0.001348224292117675 0.0012916496279942258 0.0010054037693936011 0.0010003128589424889 0.0012827487673838702 0.0019172484536723695
leaf_count=604 192 373 124 548 1280
internal_value=0 -0.00170192 0.000842743 0.00431533 0.0113412
internal_weight=0 0.00655394 0.00554853 0.00420031 0.00291756
internal_count=3121 2929 2556 1952 1404
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=6
num_cat=0
split_feature=2 1 2 151 15
split_gain=1.25576e-05 2.07971e-05 4.04052e-05 2.72839e-05 2.53312e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.086590000000000014 -0.0083949999999999979 -0.013969999999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.010440914106005027 -0.01886612159433522 0.0107781618051534 -0.012827738912996654 0.016586142388054403 -0.001656664162657157
leaf_weight=0.0010025119800751098 0.001385807756894954 0.001140834611955078 0.0010991572981314431 0.0012447799097823503 0.0019590952959981241
leaf_count=199 1037 208 344 632 701
internal_value=0 -0.00154442 -0.00401558 0.000767094 0.00543109
internal_weight=0 0.00682967 0.00568884 0.00430303 0.00320388
internal_count=3121 2922 2714 1677 1333
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=7
num_cat=0
split_feature=2 13 13 4 16 1
split_gain=1.45786e-05 2.38101e-05 3.95741e-05 5.98249e-05 5.82176e-05 3.29845e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.031404999999999995 -0.074319999999999983 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.00021383050026640944 -0.00013897595101550065 0.00020018161866427266 -0.0006012863744595733 -0.00031150647204489858 0.00029658145691327688 0.00033089588589801477
leaf_weight=0.0010549927165558392 0.0010730973948733238 0.0013661612978369906 0.0010835022991256336 0.0013996681067756258 0.0010665785279276494 0.0012359738107517988
leaf_count=199 560 205 1030 327 501 299
internal_value=0 -3.29204e-05 -8.72752e-05 -0.000217247 -4.85265e-05 0.000112532
internal_weight=0 0.00722498 0.00585882 0.00354975 0.00246625 0.00230907
internal_count=3121 2922 2717 1858 828 859
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=6
num_cat=0
split_feature=43 43 13 1 2
split_gain=1.27494e-05 3.62305e-05 2.38501e-05 3.46777e-05 2.96353e-05
threshold=-0.04890499999999999 -0.092909999999999979 -0.10664 0.11414000000000001 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0035105098974875801 0.0078106966537026161 0.020616508810884171 -0.014506869132046405 -0.023046667750878019 0.0070351652636000753
leaf_weight=0.0016408865816468106 0.0014854925242687618 0.0010027422411792418 0.0010399480380254207 0.0010046546126742132 0.0016547621949128074
leaf_count=465 259 990 743 115 549
internal_value=0 0.00564099 -0.00289228 -0.0071901 -0.00127838
internal_weight=0 0.00264363 0.00518486 0.00369936 0.00269471
internal_count=3121 1455 1666 1407 1292
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=7
num_cat=0
split_feature=159 1 13 2 0 52
split_gain=5.90434e-05 3.61658e-05 4.99677e-05 0.000103274 5.97235e-05 4.0232e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00044551710384587855 -0.00067480252524971434 0.00037895766799163566 -0.0003539675166000755 0.00012304371472010112 0.00042912298013820621 0.0001472257787167786
leaf_weight=0.0010083544559414273 0.0010764350498655203 0.0011547882779369594 0.0010176400693434572 0.0014832183726482566 0.0016270867512021229 0.0015593133813147305
leaf_count=509 897 216 216 297 368 618
internal_value=0 5.82581e-05 3.50393e-06 -0.000212482 0.000135008 -5.06957e-05
internal_weight=0 0.00791848 0.00676369 0.00255965 0.00420404 0.00257695
internal_count=3121 2612 2396 1194 1202 834
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=7
num_cat=0
split_feature=2 13 13 4 16 1
split_gain=1.32145e-05 2.22144e-05 3.38844e-05 5.17639e-05 5.67548e-05 3.12071e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.031404999999999995 -0.074319999999999983 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.010707043573223276 -0.0074581680593677428 0.010215260338392276 -0.029376393880027142 -0.016082574909442711 0.015448648732597173 0.016484294288927708
leaf_weight=0.001003479766594372 0.0010184637450807498 0.0012937710821612075 0.0010254241423444297 0.0013158557468284779 0.0010082512147706634 0.0011695576491447151
leaf_count=199 560 205 1030 327 501 299
internal_value=0 -0.00158239 -0.00433875 -0.010661 -0.0024036 0.00533974
internal_weight=0 0.00683132 0.00553755 0.00334953 0.00232411 0.00218802
internal_count=3121 2922 2717 1858 828 859
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=7
num_cat=0
split_feature=159 151 4 48 15 2
split_gain=5.16489e-05 3.62093e-05 7.78544e-05 6.28519e-05 7.01032e-05 7.95774e-05
threshold=-1.0000000180025095e-35 -0.081519999999999981 0.27834500000000006 0.091545000000000015 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00041660606162582833 -0.00029055834695890486 -0.00044966929163393638 0.00054732595266320731 0.00042652824592932678 0.00031647052400541974 -0.00036120472952142174
leaf_weight=0.0010041204159433438 0.0010077388832139484 0.0014573005567041792 0.0012602797888833254 0.0010963638780781227 0.0018853486196851008 0.0010302493074971822
leaf_count=509 381 528 262 236 991 214
internal_value=0 5.60701e-05 0.000107977 6.73824e-06 -9.85106e-05 7.70087e-05
internal_weight=0 0.00773728 0.00672954 0.00546926 0.0043729 0.0029156
internal_count=3121 2612 2231 1969 1733 1205
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=7
num_cat=0
split_feature=13 1 2 2 12 1
split_gain=1.91674e-05 2.58448e-05 3.8736e-05 7.41227e-05 3.92907e-05 2.10049e-05
threshold=0.11217000000000001 0.12082500000000002 0.11389000000000002 0.099185000000000009 0.084100000000000022 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00017724635207209242 0.0001758828351582868 0.00022767432428253477 -0.00044154790815708592 0.00034638174761064146 -0.00046981267964184086 -0.00022032961622029195
leaf_weight=0.001007607685311932 0.001795157790289075 0.0010717127576515204 0.0010648344057046588 0.0014215593671550852 0.0012129460278986798 0.001036413297221836
leaf_count=337 217 276 272 394 1486 139
internal_value=0 -5.18537e-05 -0.000104014 -2.71908e-05 -0.000190243 -2.43431e-05
internal_weight=0 0.00681507 0.00574336 0.00467853 0.00325697 0.00204402
internal_count=3121 2904 2628 2356 1962 476
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=8
num_cat=0
split_feature=50 160 12 4 16 13 3
split_gain=6.36626e-05 5.07407e-05 7.70391e-05 4.45358e-05 9.22879e-05 8.11188e-05 7.57428e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.094359999999999986 -0.070999999999999994 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00037426649736512976 -0.00047387847032763779 -0.00051922973481885741 0.00026640178517968617 0.00034300074080599466 0.00066126198210834399 -0.00048532829169741051 -0.00038690584151075994
leaf_weight=0.0015018900960526455 0.001006484160800577 0.0010244678318876215 0.0010001246780401984 0.0010800627551121366 0.0011423483909285101 0.0012314376832854869 0.0011066451421482097
leaf_count=625 615 267 420 80 162 763 189
internal_value=0 4.90471e-05 -2.51271e-05 6.59045e-05 0.000209575 -0.000148424 -2.63891e-05
internal_weight=0 0.00808698 0.00658509 0.00556062 0.00332906 0.00223156 0.00218671
internal_count=3121 2506 1881 1614 431 1183 269
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=6
num_cat=0
split_feature=11 2 150 16 43
split_gain=1.74529e-05 4.51787e-05 5.41022e-05 7.19469e-05 3.58404e-05
threshold=0.078340000000000007 0.089885000000000007 0.083555000000000004 -0.010264999999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=8.1464929876354632e-05 -0.00023576602588486827 -0.00023272014105476621 0.00055888256274347684 0.00033165600948659727 -0.00034649679063388969
leaf_weight=0.0013957183755518414 0.0010345087426039236 0.0017689143348827365 0.0010152586332060056 0.0017059428638849807 0.0016321691674540488
leaf_count=696 208 631 201 452 933
internal_value=0 3.58733e-05 0.000160694 4.43541e-05 -0.000149226
internal_weight=0 0.007518 0.00449012 0.00347486 0.00302789
internal_count=3121 2913 1284 1083 1629
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=6
num_cat=0
split_feature=11 43 2 3 15
split_gain=1.14845e-05 2.87374e-05 4.65031e-05 3.84829e-05 2.25675e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 0.11924500000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0001410765637061275 -0.010025550977404494 -0.017691224915616224 0.014512754758280989 -0.0073671449386446515 0.020481923272029714
leaf_weight=0.0010310650167857463 0.0010004621173421583 0.0014728522980150551 0.0016362683086095721 0.0015801283747948723 0.0011580493418374489
leaf_count=759 226 855 576 189 516
internal_value=0 0.00144129 -0.00297507 0.00376375 0.0109015
internal_weight=0 0.00687836 0.00468925 0.0032164 0.00218911
internal_count=3121 2895 1620 765 1275
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=7
num_cat=0
split_feature=47 4 15 52 16 2
split_gain=1.92323e-05 4.5306e-05 4.88972e-05 4.18683e-05 8.44829e-05 4.90396e-05
threshold=0.11669500000000001 0.24564500000000003 -0.43375999999999998 -0.088204999999999992 -0.0094449999999999968 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00040271897594317007 -0.00025427131770732776 -6.2105099064654228e-05 0.00050683260722217763 3.4676898129676476e-05 0.00034454189571171635 -0.00052634524264204199
leaf_weight=0.0011243663708241196 0.0010103145052361246 0.0010273637196286274 0.0013360971400285283 0.0013403416531841666 0.0018020904084707348 0.0010830768307502642
leaf_count=608 133 169 227 1147 463 374
internal_value=0 3.34319e-05 0.000259523 -6.64504e-05 2.30273e-05 -0.000216056
internal_weight=0 0.00771334 0.00236346 0.00534988 0.00422551 0.00242342
internal_count=3121 2988 396 2592 1984 1521
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=7
num_cat=0
split_feature=3 16 47 1 0 3
split_gain=2.56244e-05 6.92146e-05 4.12617e-05 4.32363e-05 5.19455e-05 3.03914e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 0.094385000000000011 -0.15090499999999998 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2
right_child=2 -3 -4 4 -6 -7
leaf_value=0.00050324662987663484 -0.00036062702040798767 -0.00012476856495065178 -0.00036199954485148489 -8.1032834672355869e-05 0.0005387405479997607 7.72307027629988e-05
leaf_weight=0.0012074481351321952 0.0013318321494290124 0.0015292253521621843 0.0014706718370358814 0.0010566178412695672 0.0010236102197109069 0.0011236550566213
leaf_count=102 1754 306 303 97 476 83
internal_value=0 0.000152318 -7.65946e-05 1.59458e-05 0.000223937 -0.000160259
internal_weight=0 0.00273667 0.00600639 0.00453572 0.00208023 0.00245549
internal_count=3121 408 2713 2410 573 1837
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=7
num_cat=0
split_feature=2 16 4 2 15 0
split_gain=1.4343e-05 2.10122e-05 2.4605e-05 3.70664e-05 2.52385e-05 2.39797e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.028889999999999996 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.011093540819467142 0.011719185867461738 0.0055158836087755882 -0.01586556710635503 0.01477924246992535 -0.0017473276261055978 -0.023042814737814884
leaf_weight=0.0010127077913676345 0.0010037382944293035 0.0012429782966515714 0.0013359961620863017 0.0011848395072729355 0.0010532127208370758 0.0010619089760745626
leaf_count=199 189 693 276 351 1269 144
internal_value=0 -0.00165283 -0.00393589 -0.000427592 -0.00579302 -0.0124388
internal_weight=0 0.00688267 0.00587894 0.00454294 0.0033581 0.00211512
internal_count=3121 2922 2733 2457 2106 1413
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=6
num_cat=0
split_feature=13 3 1 3 4
split_gain=1.63378e-05 4.49349e-05 3.66325e-05 7.73006e-05 7.2121e-05
threshold=-0.15078499999999997 0.11296500000000002 0.094385000000000011 -0.077774999999999983 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00017195827772069182 0.00016782552202057705 -0.00039024726176336579 -0.00015998781177003354 0.00047221722056240198 -0.00044694502754937063
leaf_weight=0.0016416554583524685 0.0015127390723055768 0.0012045509858849834 0.0013908190737168243 0.0015978304617040443 0.0014245504699995112
leaf_count=230 466 100 254 431 1640
internal_value=0 -4.50016e-05 2.51757e-05 0.00017801 -0.000130331
internal_weight=0 0.00713049 0.00592594 0.00298865 0.00293729
internal_count=3121 2891 2791 685 2106
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=7
num_cat=0
split_feature=2 42 3 12 2 4
split_gain=2.1144e-05 2.24343e-05 5.04786e-05 3.95956e-05 3.91592e-05 2.57898e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.083924999999999986 1.0000000180025095e-35 0.11215000000000001 0.0067750000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00025122795411592562 0.00029708576320302789 -0.00029980408494798325 -4.3075528373457783e-05 -0.00041470215014459833 -0.00024878808477543342 0.00039499394203352037
leaf_weight=0.0010909363796281751 0.0016619671434265999 0.0010981337627296974 0.0010363632786609756 0.0011610403363369525 0.0014067287343224686 0.0010303705299163912
leaf_count=199 991 597 198 816 212 108
internal_value=0 -4.11913e-05 3.91199e-06 -0.000101222 3.56154e-06 0.000175324
internal_weight=0 0.0073946 0.00629647 0.0046345 0.00347346 0.00206673
internal_count=3121 2922 2325 1334 518 306
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=6
num_cat=0
split_feature=0 13 47 4 12
split_gain=1.2271e-05 2.53337e-05 5.36306e-05 4.94825e-05 2.23695e-05
threshold=-0.019414999999999998 -0.084034999999999985 0.092530000000000015 0.0061450000000000003 0.080890000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0078829638045277307 0.017319860808236383 -0.01574970823792643 -0.026550497204022468 0.011272224451839122 -0.0020308684002645436
leaf_weight=0.0015998116281280726 0.0010039956512078489 0.0011553250003837915 0.0010346433788894884 0.0016391146344319433 0.0014751111237497761
leaf_count=863 193 1297 213 383 172
internal_value=0 -0.00268537 -0.00710088 0.000100355 0.00580584
internal_weight=0 0.00542889 0.00382908 0.00279444 0.00247911
internal_count=3121 2756 1893 1680 365
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=3.88576e-05 5.54959e-05 6.13231e-05 6.04536e-05 7.46594e-05 0.00010378
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036545083366012001 -0.00052910165516931672 0.00043740549220716156 0.00035280515227169415 0.00052802356934583466 -0.00037942122341001896 -0.00020543095322077501
leaf_weight=0.001008744812529082 0.0010918837177745387 0.001170555707810118 0.0013323100303285016 0.0014951887059658337 0.0014441146723110066 0.0014717917646811397
leaf_count=509 615 216 176 1050 269 286
internal_value=0 4.29126e-05 -2.46451e-05 -0.000116028 -1.37799e-05 0.000164188
internal_weight=0 0.00800584 0.00683529 0.00550298 0.0044111 0.00296698
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.00196078


Tree=7652
num_leaves=6
num_cat=0
split_feature=1 42 3 49 0
split_gain=1.32039e-05 2.56002e-05 2.54392e-05 3.20047e-05 4.22252e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.0020949999999999996 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013153751750982379 0.0085098435538015944 -0.01603835041861042 -0.015681934040855782 0.012969418605729865 -0.012559387715272036
leaf_weight=0.0012791853766337038 0.001475077376531359 0.0010782545136367033 0.0013387700100406584 0.0016898991016802447 0.0010507675536251336
leaf_count=251 279 810 433 713 635
internal_value=0 -0.0019795 0.000849397 -0.00300887 0.00318171
internal_weight=0 0.00643688 0.00535862 0.00407944 0.00274067
internal_count=3121 2842 2032 1781 1348
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=7
num_cat=0
split_feature=151 4 16 52 3 3
split_gain=2.17953e-05 4.50634e-05 5.89826e-05 5.37042e-05 2.57152e-05 2.03275e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 -0.092399999999999982 -0.012304999999999998 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00027467894872043889 -0.0004374843217956024 0.00045810993826471663 -0.00034078310330782165 -3.146362966717095e-05 0.00032891953567863594 8.6494455748867521e-05
leaf_weight=0.0010344743853382852 0.0012752393636345002 0.0010625316045479447 0.0010406553788420954 0.001335888110462161 0.0017696549788894255 0.0012108327786641241
leaf_count=369 369 81 475 1337 191 299
internal_value=0 2.846e-05 -6.87074e-05 4.47167e-05 0.000173896 0.000260181
internal_weight=0 0.0076948 0.00542144 0.0041462 0.00310554 0.00227336
internal_count=3121 2752 2372 2003 1528 380
is_linear=0
shrinkage=0.00196078


Tree=7654
num_leaves=6
num_cat=0
split_feature=11 16 1 43 4
split_gain=1.18556e-05 2.97988e-05 3.52336e-05 4.36645e-05 3.13409e-05
threshold=0.076920000000000002 -0.36241499999999999 0.11323000000000001 -0.072864999999999985 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011116063170125942 -0.01015278564493674 0.015088233905755047 0.018164240990321569 0.0018428237070340662 -0.020130802149404794
leaf_weight=0.0014817093477862229 0.001009003066297272 0.0012916177659360495 0.0014602326412887449 0.0015588737941828502 0.0011121974183944902
leaf_count=343 226 965 264 1029 294
internal_value=0 0.00145189 0.00488584 -7.18341e-06 -0.00730669
internal_weight=0 0.00690463 0.00542292 0.00396269 0.00267107
internal_count=3121 2895 2552 2288 1323
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=7
num_cat=0
split_feature=2 16 4 2 1 0
split_gain=1.19648e-05 2.05548e-05 2.28973e-05 2.96805e-05 2.79448e-05 5.09358e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 0.089175000000000018 -0.038659999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.010099224169691974 0.011710582808713264 0.017226242625891088 -0.01529334435623543 0.012506562477712294 -0.018975879107979779 -0.01314054394855275
leaf_weight=0.001017024797483594 0.0010029542300570909 0.0010258644816448169 0.0013347869604659101 0.0012804912188800355 0.0010413544113001315 0.0011967294813068495
leaf_count=199 189 1454 276 402 490 111
internal_value=0 -0.00152105 -0.00377827 -0.000396079 -0.00545796 0.000875605
internal_weight=0 0.00688218 0.00587923 0.00454444 0.00326395 0.00222259
internal_count=3121 2922 2733 2457 2055 1565
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=7
num_cat=0
split_feature=0 15 150 15 15 1
split_gain=2.42809e-05 5.26762e-05 4.82124e-05 6.16256e-05 0.000107305 2.94824e-05
threshold=-0.019414999999999998 -1.0000000180025095e-35 0.081835000000000019 -0.0088349999999999974 -0.10091499999999999 0.111945
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.000296107166333212 0.00051298310283777416 -4.7028830748112768e-05 0.00024539770111798291 0.00016700793984991219 -0.0008161740271246746 0.00017282235957253252
leaf_weight=0.0010018795669692114 0.0010151262915247656 0.0017748277741129587 0.0014696716454630949 0.0014858060551198424 0.0010864858745735667 0.0010617593086383521
leaf_count=283 114 251 372 1234 689 178
internal_value=0 0.000156732 -6.40615e-05 -0.000162166 -0.000317425 -5.4839e-05
internal_weight=0 0.00278995 0.0061056 0.00463593 0.00315012 0.00206364
internal_count=3121 365 2756 2384 1150 461
is_linear=0
shrinkage=0.00196078


Tree=7657
num_leaves=6
num_cat=0
split_feature=457 0 15 15 16
split_gain=1.62359e-05 3.86455e-05 4.70482e-05 6.66397e-05 6.55052e-05
threshold=0.045365000000000009 0.041630000000000007 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.4009042994374949e-05 0.00021034994927467222 0.00022957562537475926 -0.00049526591871508854 0.00039253162438765378 -0.00046545731831554776
leaf_weight=0.0019927841866179772 0.0012038909724948373 0.0016385305766197294 0.0010129303329623404 0.0011003622091766752 0.0015296318960033935
leaf_count=452 289 229 1140 293 718
internal_value=0 -3.54773e-05 -0.000112539 -2.8677e-05 -0.000160258
internal_weight=0 0.00727424 0.00563571 0.00462278 0.00352242
internal_count=3121 2832 2603 1463 1170
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=7
num_cat=0
split_feature=3 3 0 0 3 16
split_gain=1.74573e-05 2.40903e-05 3.84196e-05 5.28745e-05 3.25253e-05 2.36326e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996 -0.087874999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=0.00012669093767708384 0.00019602198069770737 -2.0105156000576411e-05 -2.3064814372872541e-05 -0.0004519205838270534 0.00041693079714391417 -0.00043516666567270295
leaf_weight=0.0012929902133462224 0.0014150279957869756 0.0011063725784672407 0.0012848546763532254 0.0011448166605556528 0.0012989325316528121 0.0010078475348427509
leaf_count=302 192 89 172 1949 278 139
internal_value=0 -4.2385e-05 3.15386e-05 -0.00014503 0.000198132 -0.000217965
internal_weight=0 0.00713581 0.00502159 0.00243781 0.00258379 0.00211422
internal_count=3121 2929 2701 2251 450 228
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=7
num_cat=0
split_feature=50 3 47 12 3 4
split_gain=6.82831e-05 5.23197e-05 5.2996e-05 4.27985e-05 6.31497e-05 4.2613e-05
threshold=0.077805000000000013 -0.13927999999999999 0.077555000000000013 0.09857500000000001 0.10542000000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00038592141760934783 -0.00048390516215385899 0.00021790923354611782 -0.00030548006481514138 -0.00026706601092746433 0.000547202834144079 -0.00030405889867389545
leaf_weight=0.001521792254487629 0.0010035826032111514 0.0014892689487974362 0.0017882271482891308 0.0010133618496088745 0.0012485637942710281 0.0010085648729994045
leaf_count=255 615 1037 305 274 181 454
internal_value=0 5.84241e-05 -1.76882e-05 9.04343e-05 0.000187134 7.15113e-06
internal_weight=0 0.00806978 0.00654799 0.00475976 0.0037464 0.00249783
internal_count=3121 2506 2251 1946 1672 1491
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=6
num_cat=0
split_feature=11 13 3 2 3
split_gain=1.05396e-05 2.90182e-05 3.40521e-05 4.42653e-05 4.88353e-05
threshold=0.076920000000000002 -0.084034999999999985 0.11296500000000002 0.092120000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012126564076279342 -0.0095277350457727665 -0.018767391148364253 -0.018295318925677078 0.01536730707915173 0.0093032170708569149
leaf_weight=0.0018423749552064807 0.0010169526759114256 0.0014039140385218875 0.0010783661885055695 0.0014922347812867951 0.0011096197951519743
leaf_count=849 226 1068 97 753 128
internal_value=0 0.00137436 -0.002522 0.00172423 -0.00637539
internal_weight=0 0.00692651 0.00508413 0.00400577 0.00251353
internal_count=3121 2895 2046 1949 1196
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.21756e-05 2.46616e-05 4.55114e-05 3.46612e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018693070512183909 0.00816716377921178 -0.011514372220403597 0.0068471821067733075 -0.013522994495304284
leaf_weight=0.0012112619027772843 0.0014779226450505932 0.001886080540404211 0.0015798631174297609 0.0017724979868354465
leaf_count=160 279 1443 488 751
internal_value=0 -0.0018957 0.00207956 -0.00392317
internal_weight=0 0.0064497 0.00456362 0.00335236
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=7
num_cat=0
split_feature=2 4 49 0 15 43
split_gain=1.22978e-05 2.04067e-05 2.64195e-05 2.58321e-05 5.86395e-05 9.67544e-06
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 -0.055554999999999993 -0.027014999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.010232207082782635 -0.01476526709019502 0.010492569240946076 -0.0090208790609953918 -0.014694525977567936 0.024532720382148928 -0.00082519808035503401
leaf_weight=0.0010197727754560426 0.0016291004254486829 0.0011713927745052423 0.0010212015567763197 0.0010107016880342322 0.0010630358864418188 0.0010013050905967992
leaf_count=199 477 259 652 130 1205 199
internal_value=0 -0.00153322 -0.00399367 0.000290258 0.00809266 -0.00779225
internal_weight=0 0.00689674 0.00572534 0.00409624 0.00208424 0.00201201
internal_count=3121 2922 2663 2186 1857 329
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=7
num_cat=0
split_feature=0 0 2 15 150 2
split_gain=1.18659e-05 3.842e-05 3.28775e-05 2.8068e-05 2.47335e-05 4.42129e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.10097500000000002 -0.016799999999999995 0.081835000000000019 0.090050000000000005
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 5 -1
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.011804691521226204 0.00016645588912651141 -0.020468520415206526 -0.010107438366669351 0.022813878857227556 0.013907969069815141 -0.014931976258645709
leaf_weight=0.0010523330946847057 0.0010852467236934153 0.001012873362855661 0.0010260296161360245 0.0011038483889638929 0.0011213929281368305 0.0015002252371292039
leaf_count=169 121 1936 311 141 172 271
internal_value=0 -0.00322491 0.00466333 0.0115864 0.00152899 -0.00390936
internal_weight=0 0.00468682 0.00321512 0.0021891 0.00367395 0.00255256
internal_count=3121 2548 573 262 612 440
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=7
num_cat=0
split_feature=0 0 2 150 43 43
split_gain=1.98194e-05 5.07499e-05 3.51245e-05 4.19525e-05 3.30949e-05 3.08186e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.083215000000000011 0.081835000000000019 -0.074359999999999996 0.070450000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=0.00032815789067070633 0.00033691775675746187 -0.00045046055251940671 -0.00027625908505681619 0.00020108389473986405 -0.00029568489232239761 0.00018368720139288306
leaf_weight=0.0010653577756965624 0.00146314754307776 0.0011114163880174086 0.0017859008594052397 0.0011726948252721767 0.0010002069114439906 0.0010642457227928747
leaf_count=104 206 1936 345 163 283 84
internal_value=0 -7.95668e-05 2.28741e-05 -8.70553e-05 0.000111323 -4.85638e-05
internal_weight=0 0.00513537 0.00402395 0.0029586 0.0035276 0.00206445
internal_count=3121 2548 612 508 573 367
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=6
num_cat=0
split_feature=1 47 15 0 52
split_gain=1.90571e-05 3.33478e-05 6.35423e-05 3.78563e-05 2.9455e-05
threshold=0.12500000000000003 0.092530000000000015 -0.03241999999999999 -0.15202999999999997 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=3.6000468195898008e-06 0.00019148274150804388 -0.00036673233585423623 -0.00031989326252174427 0.00048267453073789726 4.2316399708799926e-05
leaf_weight=0.0012393278175460026 0.0016341061780378264 0.0010455015023344101 0.0019416510738621826 0.0012986552334375565 0.0015540312519992151
leaf_count=108 279 269 886 793 786
internal_value=0 -4.34359e-05 1.25843e-05 0.000248737 -0.00015887
internal_weight=0 0.00707917 0.00603367 0.00253798 0.00349568
internal_count=3121 2842 2573 901 1672
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=6
num_cat=0
split_feature=52 16 13 2 12
split_gain=1.21333e-05 3.20234e-05 4.45476e-05 3.06888e-05 3.87041e-05
threshold=0.10744000000000002 0.22339500000000004 -0.090639999999999984 0.093175000000000022 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.016029460305054859 0.0087544232083617609 -0.018107341883970011 0.0137251974701907 -0.014650351594083531 -0.011817645963871038
leaf_weight=0.0014873548979976959 0.0013155264256195891 0.0010144722885468017 0.00140975857339817 0.0016621653056542946 0.0010242095127515388
leaf_count=381 553 427 344 450 966
internal_value=0 -0.00176323 0.00120635 -0.00417609 0.00297681
internal_weight=0 0.00659796 0.00558349 0.00409613 0.00243397
internal_count=3121 2568 2141 1760 1310
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=7
num_cat=0
split_feature=1 457 0 3 2 0
split_gain=1.26227e-05 2.17257e-05 4.30001e-05 2.75929e-05 2.69566e-05 1.37055e-05
threshold=0.11588000000000001 0.045365000000000009 -0.08824499999999999 -0.10115999999999999 0.10005000000000001 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=-0.025881005513299884 0.014758912536334566 0.010852137728891003 0.014395630196526482 -0.0064818580932161701 -0.0038033759803231524 -0.0012811143363565822
leaf_weight=0.0011698072668361048 0.001042331458089778 0.0010130155031775265 0.001226589832794902 0.0013082536152013923 0.0010489515810556658 0.0010895200133112935
leaf_count=568 189 256 234 1467 181 226
internal_value=0 -0.00244413 -0.00527762 0.00362059 -0.0154435 0.00656138
internal_weight=0 0.00576662 0.0047536 0.00253484 0.00221876 0.00213185
internal_count=3121 2706 2450 1701 749 415
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=7
num_cat=0
split_feature=150 49 1 160 12 4
split_gain=2.83854e-05 4.03882e-05 4.53443e-05 5.10388e-05 7.10914e-05 5.22688e-05
threshold=0.11456000000000001 -0.026779999999999995 0.12337000000000002 -0.073679999999999982 0.092355000000000007 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00032405247134349025 -0.00031209239006091085 0.00024643171559398394 0.00031649384498340198 0.00027832465372366351 -0.00060705584960107906 -0.00027385396349418006
leaf_weight=0.0015062048225315643 0.0010205121501464928 0.0011724923940867023 0.0011604640834744365 0.0011403024406586924 0.0012454452996377152 0.0015617917848022573
leaf_count=355 124 578 232 512 675 645
internal_value=0 3.56923e-05 -3.3463e-05 -0.000112781 -0.000219474 -4.08308e-05
internal_weight=0 0.0077867 0.0062805 0.00512003 0.00394754 0.00270209
internal_count=3121 2997 2642 2410 1832 1157
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=8
num_cat=0
split_feature=151 4 16 48 52 2 3
split_gain=1.94905e-05 6.70676e-05 4.98974e-05 4.34437e-05 4.2675e-05 4.47606e-05 1.93627e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088965000000000002 -0.087769999999999987 0.095545000000000005 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.00025624326636409194 -0.00042842029467850224 0.00051008187581222852 -0.0004262927242642897 0.00037324806078730061 -0.00021281949368544509 0.00036295013083382144 0.00014527055489293501
leaf_weight=0.001020383517751064 0.0012583600383404142 0.0010558001801034868 0.0010154525236757877 0.0010002641543848546 0.0010793642613952108 0.0010000915457628978 0.001189605296708863
leaf_count=369 369 81 435 254 1074 240 299
internal_value=0 3.23719e-05 -8.6927e-05 1.80066e-05 -9.68062e-05 6.40906e-05 0.000316807
internal_weight=0 0.00759894 0.00535353 0.00409517 0.00309491 0.00207946 0.00224541
internal_count=3121 2752 2372 2003 1749 1314 380
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=7
num_cat=0
split_feature=151 1 3 2 1 4
split_gain=1.28689e-05 4.04995e-05 4.15017e-05 4.14336e-05 5.27477e-05 1.99191e-05
threshold=-0.081519999999999981 0.10471500000000002 0.11296500000000002 0.10097500000000002 0.080585000000000004 0.2623950000000001
decision_type=2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.010419091271803974 0.014574662795609566 0.02841015530855124 -0.005191645340043397 -0.022064784393552365 -0.014037402039247457 0.0086068779538900787
leaf_weight=0.0010341282973507591 0.0013824073501704846 0.0010055365052112201 0.0011768602908165471 0.0010817119603515578 0.0012068051087224343 0.0010263591554936333
leaf_count=415 1158 203 176 415 562 192
internal_value=0 0.00154532 0.00975187 -0.00562802 0.00123888 0.018407
internal_weight=0 0.00687968 0.00320876 0.00367092 0.00258921 0.0020319
internal_count=3121 2706 571 2135 1720 395
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.11078e-05 2.01871e-05 3.37699e-05 3.91708e-05 2.6739e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0054891099698783571 0.0084262267248660823 -0.010190836541553725 -0.00045539944259635089 -0.020935082876857636 0.020748785395844814
leaf_weight=0.0012008523949498091 0.0013016542254482366 0.0019596398702894473 0.0011805091932909489 0.0010528485648984747 0.0011984526467321171
leaf_count=302 192 228 172 1949 278
internal_value=0 -0.00168248 0.0019166 -0.00685533 0.0102267
internal_weight=0 0.0065923 0.00463266 0.0022537 0.00237896
internal_count=3121 2929 2701 2251 450
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=6
num_cat=0
split_feature=52 16 43 15 1
split_gain=1.09657e-05 3.09814e-05 4.70349e-05 9.88479e-05 4.67416e-05
threshold=0.10744000000000002 0.22339500000000004 -0.090869999999999992 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017620915255404514 0.0083267061721418317 -0.01779709866681289 0.0056940576337504659 0.026093196188374135 -0.019869453043083872
leaf_weight=0.0010676630472081245 0.0013135433374699386 0.0010096244640047701 0.0016971738865201843 0.0015572372455688096 0.0012362726660989374
leaf_count=359 553 427 691 871 220
internal_value=0 -0.00168219 0.00124495 0.00573032 -0.00507944
internal_weight=0 0.00656797 0.00555835 0.00449068 0.00293345
internal_count=3121 2568 2141 1782 911
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=6
num_cat=0
split_feature=15 49 0 16 16
split_gain=1.44156e-05 4.2749e-05 4.87462e-05 3.81352e-05 3.84498e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 -0.0007049999999999999 0.16703000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.021842984551776995 -0.016563247874833834 -0.015485755610489461 0.0094639661632397159 0.018105337135157957 -0.0087630846894463307
leaf_weight=0.0010167027877605182 0.0015419637175432422 0.0014199187293763296 0.0017460118098310466 0.0010200110252945554 0.0011146241444326267
leaf_count=256 1228 244 884 297 212
internal_value=0 0.0040031 -0.00172598 -0.00458027 0.00407568
internal_weight=0 0.00418263 0.00316593 0.0036766 0.00213464
internal_count=3121 1384 1128 1737 509
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=6
num_cat=0
split_feature=15 52 47 2 4
split_gain=1.29835e-05 2.42466e-05 3.69173e-05 4.97296e-05 2.80927e-05
threshold=-0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0099151031338195802 -0.013741249621342608 0.02307297355291596 -0.014723773423258871 -0.0079202270873724428 0.0019373917290526231
leaf_weight=0.00112822868435653 0.0013350289128694279 0.0015083820550046759 0.0011328240039790863 0.0016588854499147718 0.001078546575676103
leaf_count=253 654 1278 228 396 312
internal_value=0 -0.00167877 0.00131525 0.00559461 0.0142611
internal_weight=0 0.00671367 0.00537864 0.00424581 0.00258693
internal_count=3121 2868 2214 1986 1590
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=5
num_cat=0
split_feature=1 3 3 4
split_gain=1.50861e-05 4.307e-05 6.49523e-05 3.5483e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.15764999999999998
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0065068999996335426 -0.01405336592190856 0.025599025621211587 -0.0024752788026482699 -0.014034449508936973
leaf_weight=0.0015009928998503247 0.0010299956805847332 0.0014195502186413254 0.0019646126502150326 0.0019123073124893361
leaf_count=150 165 488 290 2028
internal_value=0 0.00385152 0.00930101 -0.00500143
internal_weight=0 0.00441416 0.00338416 0.0034133
internal_count=3121 943 778 2178
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=7
num_cat=0
split_feature=4 151 15 42 3 4
split_gain=3.05201e-05 3.21458e-05 4.31488e-05 6.74183e-05 5.04104e-05 8.72808e-05
threshold=0.27834500000000006 -0.024429999999999997 1.0000000180025095e-35 0.079510000000000011 0.10893000000000001 0.0045450000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00025168878815767624 0.00021667447992440852 -8.3709573612192827e-05 -0.00044744021855248005 -0.00045832628183327737 -0.00022149568275886894 0.00070503600171660866
leaf_weight=0.0010614804586160324 0.0019664118905515964 0.0011563017779636176 0.0012153207026883717 0.0010699066920833952 0.0011652339607234399 0.0010110077364611245
leaf_count=452 340 338 1164 534 91 202
internal_value=0 -6.12461e-05 -0.000120375 -3.00872e-05 0.000107398 0.000284225
internal_weight=0 0.00667925 0.00561777 0.00440245 0.00333254 0.00216731
internal_count=3121 2781 2329 1165 631 540
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=8
num_cat=0
split_feature=159 2 151 15 13 12 15
split_gain=6.50036e-05 3.95616e-05 4.56422e-05 0.000110648 5.67819e-05 3.71859e-05 7.93531e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.0083949999999999979 -0.074054999999999996 -0.010094999999999998 0.098330000000000015 -0.024814999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00046803318160390728 -0.00064633996848317604 -0.00015822613419094427 0.00076331454820619806 0.00033852133131010879 -0.0002630372522760858 0.00019127177503581728 0.00011983542453328001
leaf_weight=0.0010286861686986401 0.0010513830789282942 0.0012417696300678731 0.0012028083505600412 0.0011969615095961737 0.0012162833427885123 0.001008195774312882 0.0010277546747790784
leaf_count=509 384 274 405 319 299 127 804
internal_value=0 5.58025e-05 0.000166105 0.000277482 3.53338e-05 -0.000117755 -0.000267606
internal_weight=0 0.00794516 0.00485782 0.00361605 0.00241324 0.00308733 0.00207914
internal_count=3121 2612 1297 1023 618 1315 1188
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.34368e-05 4.03131e-05 2.81579e-05 3.54679e-05 4.56695e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015919846720755516 0.017631167112428816 -0.008230788510573241 -0.014971791385448435 0.015921834776808898 0.010183762067981661
leaf_weight=0.0012543044989105339 0.0013574991120009867 0.0010840509927237784 0.0017533367130632639 0.0011711951711719177 0.001226587227976724
leaf_count=393 266 160 1444 419 439
internal_value=0 0.00614843 -0.00278981 0.00117758 -0.00461734
internal_weight=0 0.00244155 0.00540542 0.00415112 0.00297992
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=8
num_cat=0
split_feature=50 160 12 1 48 1 4
split_gain=7.50304e-05 4.09736e-05 6.59328e-05 3.76437e-05 9.14093e-05 4.63627e-05 3.92052e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 0.094825000000000007 0.087555000000000008 0.11751000000000002 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00035666725337258942 -0.00051016253555791191 -0.00046929262521695889 0.00012158564912376836 0.00076177652300298123 -0.00025687515145376034 0.00016651575083620837 -0.00037183026569716069
leaf_weight=0.0014366375566185795 0.0010110477296634236 0.0010115384029426491 0.0013597186850074336 0.0010065763195117377 0.0010174283079534795 0.0010056381057893448 0.0011367003070565905
leaf_count=625 615 267 467 212 105 83 747
internal_value=0 5.68387e-05 -9.04859e-06 7.51985e-05 0.000222102 0.000464285 -0.000103083
internal_weight=0 0.00797424 0.0065376 0.00552606 0.00302964 0.00201221 0.00249642
internal_count=3121 2506 1881 1614 400 295 1214
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=7
num_cat=0
split_feature=4 1 52 0 1 12
split_gain=1.75153e-05 4.85231e-05 4.5401e-05 2.9752e-05 5.69829e-05 2.82835e-05
threshold=0.0061450000000000003 0.086560000000000012 -0.049749999999999996 -0.17169499999999996 0.11588000000000001 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 5 -2 -4 -5 -1
right_child=2 -3 3 4 -6 -7
leaf_value=-0.00010864212532792541 0.00040502336553180818 -0.00037816847135845716 0.00023050578194972585 -0.00042442215675524207 0.00018211434903885401 0.00031570677881567375
leaf_weight=0.0014252960395882953 0.0012261023640313898 0.0014753141849246356 0.0011251735375907334 0.001343542893919122 0.0010696014265894039 0.0010478178310218771
leaf_count=1032 218 763 119 351 199 439
internal_value=0 -9.67376e-05 7.98669e-05 -3.28067e-05 -0.000155581 7.11476e-05
internal_weight=0 0.00394843 0.00476442 0.00353832 0.00241314 0.00247311
internal_count=3121 2234 887 669 550 1471
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=7
num_cat=0
split_feature=4 42 43 15 2 15
split_gain=2.53687e-05 4.87407e-05 7.77248e-05 4.2825e-05 4.9382e-05 3.47381e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.053579999999999996 0.097845000000000015 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2
right_child=5 2 3 4 -6 -7
leaf_value=-0.00047242065802687478 0.00034249469740319611 0.00046959336150682976 0.00010536336293596989 -0.00061224884269646244 -4.2510425589716373e-05 -9.7950421356975036e-05
leaf_weight=0.0010070767875064897 0.0015551929811845832 0.0010715338223417203 0.0018017229119905091 0.0010528820475863095 0.0013158969402760161 0.0012353345498209369
leaf_count=797 266 391 550 712 245 160
internal_value=0 -7.73403e-05 -1.43921e-06 -0.000122462 -0.000295749 0.000147515
internal_weight=0 0.00624911 0.00524204 0.0041705 0.00236878 0.00279053
internal_count=3121 2695 1898 1507 957 426
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=7
num_cat=0
split_feature=52 15 1 1 0 3
split_gain=2.09051e-05 2.7951e-05 7.45195e-05 8.6193e-05 5.01499e-05 4.90179e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.094385000000000011 -0.11756999999999999 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.0002059741071638533 -0.00024277190749138206 -0.00011696364408175703 -0.00064016919177935791 0.00058677397199562837 -3.6079231927614725e-05 0.00037618539640578533
leaf_weight=0.0010529207321505511 0.0012121166313447561 0.0013170255753827814 0.0010284496630535069 0.0010563024157997836 0.0010865689590595822 0.0018826470168225404
leaf_count=684 501 751 105 198 228 654
internal_value=0 3.49589e-05 -6.97517e-05 0.000191035 -0.000329824 0.000173199
internal_weight=0 0.00742391 0.00422424 0.00210922 0.00211502 0.00319967
internal_count=3121 2620 1215 882 333 1405
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=7
num_cat=0
split_feature=52 13 2 150 15 1
split_gain=1.35248e-05 2.22423e-05 2.8517e-05 6.95059e-05 3.92987e-05 2.67128e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11177500000000001 0.086615000000000011 -0.095244999999999982 0.080585000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01306222496804834 -0.010297708244554072 0.025376022922411087 -0.01622332585317094 -0.020193080066451326 0.011625264694320001 -0.010009315673576883
leaf_weight=0.0013634486562194353 0.0011025454639566014 0.0010461828257962253 0.0010276731319256455 0.0010490756312192878 0.0012850965864879041 0.0010266662990258556
leaf_count=190 501 308 335 214 997 576
internal_value=0 0.00164231 -0.0012227 0.00227529 0.00929477 0.00201723
internal_weight=0 0.00679814 0.00543469 0.00440702 0.00335795 0.00231176
internal_count=3121 2620 2430 2095 1881 1573
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=7
num_cat=0
split_feature=1 0 4 47 1 150
split_gain=1.52115e-05 2.81696e-05 2.51342e-05 2.98249e-05 7.16744e-05 2.62163e-05
threshold=0.077565000000000009 0.10455500000000001 -0.011209999999999999 0.092530000000000015 0.11507500000000002 0.084495000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.019301382618942858 -0.010167689141448732 0.0036711735860292514 0.032321774197156254 -0.0063074672212438433 -0.010142955105124314 0.010112224184621051
leaf_weight=0.0010145455173160714 0.0012062005140553809 0.001126416307090464 0.0011302374450193292 0.0013613620288868921 0.0010396824570142278 0.0010032654601114374
leaf_count=1571 722 65 177 196 257 133
internal_value=0 -0.00721492 0.00266168 0.00607433 0.0113864 0.0218779
internal_weight=0 0.00214096 0.00574075 0.00453455 0.00317319 0.0021335
internal_count=3121 1636 1485 763 567 310
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=6
num_cat=0
split_feature=1 150 0 15 16
split_gain=1.5051e-05 2.28378e-05 2.87962e-05 2.77943e-05 1.3626e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 -0.0088349999999999974 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0095816825254283547 0.0090817782900533117 0.0088734408865600422 0.0064438751980976415 0.00090318938661203274 -0.025600272016457822
leaf_weight=0.0010815943356175179 0.0014765354079320564 0.0014580147494006627 0.0014537899803726178 0.0013499048648479006 0.0010432281590865994
leaf_count=166 279 368 203 1253 852
internal_value=0 -0.00212096 -0.00537345 -0.0103177 -0.0174464
internal_weight=0 0.00638653 0.00492852 0.00347473 0.00212482
internal_count=3121 2842 2474 2271 1018
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=6
num_cat=0
split_feature=1 42 48 1 0
split_gain=1.37806e-05 2.43825e-05 2.94202e-05 2.30718e-05 2.16555e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.017512792897426254 0.014402314530495543 0.015175878761373416 -0.012799221803426426 -0.0029876984347789095 0.0026606890181423205
leaf_weight=0.0010088441462726904 0.0013557120170514848 0.0012056923276043182 0.0014116749484717815 0.0017448168816779858 0.001126055962715591
leaf_count=1571 469 532 228 256 65
internal_value=0 0.00254316 -0.000832395 0.00461612 -0.00687226
internal_weight=0 0.0057179 0.0045122 0.00310053 0.0021349
internal_count=3121 1485 953 725 1636
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=8
num_cat=0
split_feature=50 484 12 52 4 16 1
split_gain=6.44832e-05 4.84553e-05 2.50795e-05 5.96199e-05 4.20851e-05 8.62219e-05 2.82298e-05
threshold=0.077805000000000013 0.073690000000000019 -0.029094999999999999 0.091820000000000013 0.053180000000000012 -0.52595999999999987 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.00026680599910699191 -0.00046703597905440523 0.00046150864454940865 0.00017343991659036091 -0.00033535909466187429 -8.6846251846397701e-05 0.0006363480001987037 -0.00028606326095434274
leaf_weight=0.0011203255239648491 0.0010044108602711129 0.0010099694542333041 0.0010350283186894749 0.0012034962514870413 0.0011229753050335815 0.0014550974386281807 0.0010211935680541225
leaf_count=296 615 340 798 411 83 285 293
internal_value=0 6.0166e-05 1.91121e-06 5.34805e-05 0.00015446 0.000321334 -5.47658e-05
internal_weight=0 0.00796809 0.00695812 0.00583779 0.00463429 0.00257807 0.00205622
internal_count=3121 2506 2166 1870 1459 368 1091
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=7
num_cat=0
split_feature=4 47 4 48 2 2
split_gain=2.58403e-05 3.88197e-05 5.61757e-05 4.19766e-05 2.77673e-05 4.37493e-05
threshold=0.27834500000000006 0.11402500000000002 0.055260000000000011 0.088965000000000002 0.097845000000000015 0.084245000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=2.4629029269426656e-05 0.00019636057054575493 0.00029756690784403457 -0.00052035205427554811 0.00032247150783920706 8.3882618016260598e-05 -0.00053388104912023007
leaf_weight=0.0010326103373617015 0.001975371294182275 0.0010012248432055282 0.0010949665376150134 0.0010303554047633437 0.0014478186828308023 0.0011285419997733514
leaf_count=669 340 123 299 313 382 995
internal_value=0 -5.86747e-05 -0.000120876 -2.65918e-05 -0.000126249 -0.000267022
internal_weight=0 0.00673552 0.00573429 0.00463933 0.00360897 0.00216115
internal_count=3121 2781 2658 2359 2046 1664
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=7
num_cat=0
split_feature=1 457 0 2 3 0
split_gain=1.364e-05 2.35774e-05 2.80972e-05 2.71193e-05 2.21706e-05 1.53932e-05
threshold=0.11588000000000001 0.045365000000000009 -0.08824499999999999 0.10005000000000001 -0.10115999999999999 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2
right_child=5 -3 4 -5 -6 -7
leaf_value=-0.024261997281956535 0.015513596928972329 0.011341440431920926 0.011315576387796556 -0.0020707066570364967 -0.0074209687235817674 -0.0014827151078640186
leaf_weight=0.001161919255493211 0.0010411634818731845 0.0010074907707062755 0.001229862104240517 0.0010468676448750585 0.0012981271847770798 0.0010914934442751586
leaf_count=568 189 256 234 181 1467 226
internal_value=0 -0.00255013 -0.0055048 -0.0137443 0.00169433 0.00681489
internal_weight=0 0.00574427 0.00473678 0.00220879 0.00252799 0.00213266
internal_count=3121 2706 2450 749 1701 415
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=6
num_cat=0
split_feature=11 13 12 2 49
split_gain=1.63136e-05 3.45866e-05 3.67571e-05 5.4254e-05 4.20868e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 0.11215000000000001 -0.0055299999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025197256693584207 -0.00023397823468055125 -0.00010855847958185292 -0.00030698109965757419 -0.00030019411548781429 0.00040090755186371883
leaf_weight=0.0019749063827544265 0.0010244776871857269 0.0010060372740624077 0.0015427527795303063 0.0011683441618142582 0.0016391357581056823
leaf_count=861 208 167 1452 180 253
internal_value=0 3.01758e-05 -5.16027e-05 5.17103e-05 0.000207143
internal_weight=0 0.00733118 0.00535627 0.00381352 0.00264517
internal_count=3121 2913 2052 600 420
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=7
num_cat=0
split_feature=11 43 2 2 1 13
split_gain=1.20658e-05 3.05299e-05 4.71738e-05 2.99e-05 3.13378e-05 2.21322e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 0.10097500000000002 0.111945 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=0.021793276011900162 -0.01023371419024346 -0.017887194429489005 0.017258966702103085 -0.014643680909513929 0.0097025258920467265 0.0016568322439056663
leaf_weight=0.0010407530450959655 0.001007708896786425 0.0014732994423690879 0.0010822472370006853 0.0011215073206778633 0.0010002080614040056 0.0011478136412730363
leaf_count=959 226 855 291 278 196 316
internal_value=0 0.00148416 -0.00307727 0.00373288 -0.00316652 0.0112325
internal_weight=0 0.00686583 0.00467726 0.00320396 0.00212172 0.00218857
internal_count=3121 2895 1620 765 474 1275
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=6
num_cat=0
split_feature=1 3 3 12 0
split_gain=1.27317e-05 3.84054e-05 5.54287e-05 3.0972e-05 1.64775e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 0.09141500000000001 -0.11013499999999998
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0016464644858680975 -0.013385669176759355 0.023678595955472285 -0.002186523061918277 0.0089625119068164998 -0.018737478245184177
leaf_weight=0.00100161580590597 0.0010311219311223423 0.001425326606251272 0.0019787501296563365 0.0011288734887990228 0.00129140286021655
leaf_count=204 165 488 290 704 1270
internal_value=0 0.00352203 0.0086435 -0.00459664 -0.0112719
internal_weight=0 0.0044352 0.00340408 0.00342189 0.00229302
internal_count=3121 943 778 2178 1474
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=5
num_cat=0
split_feature=4 52 2 43
split_gain=1.38861e-05 1.834e-05 5.80004e-05 5.83207e-05
threshold=0.27287000000000006 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012671897688328463 0.0076635088935890702 -0.0083142987899982347 -0.014517970606984143 0.019956106032195782
leaf_weight=0.0013328348030267612 0.0018123771041182709 0.0012070734552921867 0.0016449249740322575 0.0018452520975649343
leaf_count=655 352 1218 392 504
internal_value=0 -0.00231878 0.000618895 0.00877628
internal_weight=0 0.00603009 0.00469725 0.00305233
internal_count=3121 2769 2114 1722
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.2656e-05 2.69815e-05 9.15597e-05 5.8436e-05 7.55051e-05
threshold=0.11217000000000001 -0.056919999999999991 -0.027994999999999996 -0.0083949999999999979 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.016181706749689249 0.0078266342867426755 0.013809383799211426 -0.023494620221253936 -0.0036424249689433214 0.032110627370051673
leaf_weight=0.0010156201750899491 0.0016312598911610342 0.001059680546650771 0.0017355401281910301 0.0013116365213654371 0.0010746134308352545
leaf_count=188 217 541 831 1108 236
internal_value=0 -0.0020732 -0.00935251 0.003908 0.0124584
internal_weight=0 0.00619709 0.00279522 0.00340187 0.00238625
internal_count=3121 2904 1372 1532 1344
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=7
num_cat=0
split_feature=159 2 150 0 2 15
split_gain=7.65374e-05 3.54813e-05 5.77038e-05 8.29684e-05 5.45301e-05 3.44924e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083895000000000011 -0.14920999999999998 0.10774000000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00051338646735457193 -0.00026288799812423285 -0.00043264300389729587 0.00054379218610702657 -1.7469608858638991e-05 0.00056978851806567586 0.00016938672567293176
leaf_weight=0.001014592256686161 0.0019393179999487621 0.0010112378592598997 0.0011707373773948175 0.0014219686945078636 0.0010618693337297422 0.0011192702111460289
leaf_count=509 480 102 218 574 403 835
internal_value=0 5.94349e-05 0.00016703 4.08274e-05 0.00023359 -0.0001047
internal_weight=0 0.0077244 0.00466581 0.00349508 0.00248384 0.00305859
internal_count=3121 2612 1297 1079 977 1315
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=6
num_cat=0
split_feature=160 13 4 16 1
split_gain=2.41871e-05 3.28866e-05 4.04806e-05 7.20249e-05 4.00159e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986 0.091615000000000016
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=-0.0001991070036022304 -1.6820492350663401e-05 -0.0002714309933510251 -0.00016410415208366078 0.00046856329460034739 0.00053399161955144134
leaf_weight=0.0018792978686541619 0.0010058205739165592 0.0017694976648660946 0.0016158582206385864 0.00120977011861037 0.0010226790566956816
leaf_count=970 358 1174 237 185 197
internal_value=0 5.29275e-05 -3.88698e-05 0.000106767 0.000260874
internal_weight=0 0.00662363 0.00459513 0.00282563 0.0020285
internal_count=3121 2151 1596 422 555
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=7
num_cat=0
split_feature=160 52 15 2 13 15
split_gain=1.88271e-05 5.12238e-05 6.70631e-05 5.90271e-05 5.25567e-05 7.23004e-05
threshold=-1.0000000180025095e-35 0.10347000000000002 -0.15026499999999995 0.10327000000000001 0.0076650000000000008 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00017271984164013459 0.00040041805312970434 0.00045455719486302488 -0.00019153586351401187 -0.00047539437955335215 -0.00035441338655573825 0.00051793282296271168
leaf_weight=0.0018977086743343476 0.001147091142707936 0.001014087869157001 0.0010455056085134093 0.0013426338302903996 0.0010212411701341169 0.0011705412375749599
leaf_count=970 216 204 289 413 197 832
internal_value=0 4.83697e-05 -2.35544e-05 -0.000129743 1.36127e-05 0.000183214
internal_weight=0 0.0067411 0.00572701 0.00457992 0.00323729 0.00221605
internal_count=3121 2151 1947 1731 1318 1121
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=8
num_cat=0
split_feature=159 15 1 52 15 2 4
split_gain=4.55426e-05 5.89423e-05 3.31308e-05 4.91739e-05 5.35388e-05 5.3958e-05 4.91156e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.12337000000000002 -0.088204999999999992 -0.10203999999999998 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00039199259364428073 0.00048984332488203491 -0.00045932110923289541 0.00030561021953354374 -0.00039501715236254695 0.00051980082651438314 -0.00019933414930911993 -3.3410080073584258e-05
leaf_weight=0.0010264801630262164 0.001008570919910445 0.0010473547627100413 0.0010403482289956531 0.0010041028351456824 0.0014429635168727751 0.0013775754734711206 0.0010779574230026275
leaf_count=509 224 605 117 212 994 251 209
internal_value=0 4.67208e-05 -1.72135e-05 -7.36592e-05 8.73074e-06 0.000112721 0.000283245
internal_weight=0 0.00799887 0.0069903 0.00594995 0.0049026 0.0038985 0.00252092
internal_count=3121 2612 2388 2271 1666 1454 1203
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=7
num_cat=0
split_feature=159 1 13 2 16 4
split_gain=6.20502e-05 4.07054e-05 5.89613e-05 8.90674e-05 3.99529e-05 4.06254e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 0.0039400000000000008 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00045805665175800161 -0.00066840103321119519 0.00039384074682836029 -0.00029023115572115657 7.7084830218953829e-05 0.00043499176535895804 0.0001872577782769247
leaf_weight=0.0010268816661434159 0.0010757161831483327 0.001158453793087163 0.0010719028203639244 0.0014423386355146741 0.0012315065023302194 0.0018982520984513764
leaf_count=509 897 216 661 297 318 223
internal_value=0 5.43879e-05 -4.13251e-06 -0.000241388 0.000138054 1.49362e-05
internal_weight=0 0.00787817 0.00671972 0.00251805 0.00420166 0.00297015
internal_count=3121 2612 2396 1194 1202 884
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=7
num_cat=0
split_feature=159 4 47 52 16 2
split_gain=5.44728e-05 4.15535e-05 5.69088e-05 5.29249e-05 8.39254e-05 7.61658e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.092165000000000011 -0.088204999999999992 -0.0073349999999999986 0.097070000000000004
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00042738490428591319 -0.00051526914874812607 0.0003248489634028534 0.00033087944969333337 9.2578380111284849e-05 0.00034812658530212153 -0.00063851988957776403
leaf_weight=0.0010095309558449646 0.0010289880371675136 0.0017291089781567839 0.0013779788211976153 0.0011504645615777233 0.0014831865049202341 0.0010459413577675054
leaf_count=509 555 318 235 1031 233 240
internal_value=0 5.66079e-05 -1.95957e-05 -0.000122163 -1.22322e-05 -0.000255575
internal_weight=0 0.00781567 0.00608656 0.00470858 0.00367959 0.00219641
internal_count=3121 2612 2294 2059 1504 1271
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=6
num_cat=0
split_feature=160 52 15 2 0
split_gain=1.57488e-05 2.6564e-05 4.23556e-05 3.78281e-05 2.3733e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 0.093175000000000022 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.008434878732967695 0.017279812819871353 0.016301301584195012 0.012280251635909713 -0.01701035171298285 -0.0077960381389119348
leaf_weight=0.0017365679027335759 0.0010364194653557663 0.0011169306263054497 0.0012368883709634932 0.0016507338082568292 0.0011238280791624612
leaf_count=970 214 233 132 598 974
internal_value=0 0.00234637 -0.000741409 -0.00539747 0.00272286
internal_weight=0 0.0061648 0.00504787 0.00401145 0.00236072
internal_count=3121 2151 1918 1704 1106
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=7
num_cat=0
split_feature=52 16 3 2 2 15
split_gain=1.50677e-05 2.58783e-05 4.86974e-05 4.30686e-05 3.90111e-05 1.60966e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.096540000000000015 0.084055000000000005 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6
right_child=-2 3 4 -5 5 -7
leaf_value=-0.021405746677727419 -0.010901631720032348 -0.0041755230414227658 0.017305340964653814 0.023330918538121088 -0.013975264867265963 0.0031385812506899966
leaf_weight=0.0010599312466091733 0.0010958447514598972 0.0010739945657672612 0.0012389797926620283 0.0012111817561521283 0.0010325632586943956 0.0011749812808417169
leaf_count=147 501 307 569 358 327 912
internal_value=0 0.00173497 -0.00266068 0.0104034 0.00310411 -0.0048663
internal_weight=0 0.00679163 0.00450646 0.00228518 0.00344652 0.00220754
internal_count=3121 2620 1955 665 1808 1239
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=8
num_cat=0
split_feature=4 151 0 1 4 4 12
split_gain=2.83612e-05 3.73945e-05 5.68806e-05 3.14363e-05 6.74352e-05 3.91023e-05 4.34316e-06
threshold=0.27834500000000006 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.076779999999999987 -0.42529999999999996 0.089410000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -2
right_child=6 2 3 -5 -6 -7 -8
leaf_value=0.00027556989091058291 0.0002962488860169628 -0.00051297186545763674 -0.00017184486024178738 0.000238980135677035 -0.00049307895214092956 0.00035850753069512672 0.00011485646483013989
leaf_weight=0.0010894685181314237 0.0010237016330710081 0.0011392903646020459 0.0010996682947219524 0.001269351343204746 0.0012111155081853753 0.0010399266021815269 0.0010064044230918973
leaf_count=452 264 160 176 135 1072 786 76
internal_value=0 -5.75538e-05 -0.000120569 -2.38041e-05 -0.000123355 8.59271e-05 0.000206325
internal_weight=0 0.00684882 0.00575935 0.00462006 0.00335071 0.00213959 0.00203011
internal_count=3121 2781 2329 2169 2034 962 340
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=7
num_cat=0
split_feature=159 2 150 0 16 15
split_gain=6.14098e-05 4.27098e-05 6.12988e-05 8.21732e-05 4.12223e-05 4.05415e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083555000000000004 -0.14920999999999998 0.15891500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00046196718794323956 -0.00030045501033367465 -0.00042887887874186128 0.00054956240322052454 0.00043587227618566572 -7.2816232103685571e-05 0.00016527392700679101
leaf_weight=0.001017707714917976 0.0019576736441083366 0.0010325649920820915 0.0012006981806070428 0.001494604043822181 0.0010377241011045632 0.0011353747411452079
leaf_count=509 480 102 222 661 312 835
internal_value=0 4.99274e-05 0.000166382 3.73217e-05 0.000227417 -0.000129498
internal_weight=0 0.00785864 0.00476559 0.00356489 0.00253233 0.00309305
internal_count=3121 2612 1297 1075 973 1315
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=6
num_cat=0
split_feature=11 2 150 16 43
split_gain=1.92694e-05 4.13695e-05 7.11872e-05 7.34545e-05 5.69727e-05
threshold=0.078340000000000007 0.089885000000000007 0.083555000000000004 -0.010264999999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00014255119266558952 -0.00025267008047772413 -0.0002611305668663446 0.00059950155338670517 0.000308478961505211 -0.00039219250631611688
leaf_weight=0.001430084943004236 0.0010435784304155919 0.0017887599331830829 0.0010451328096185331 0.0016953798319815877 0.0016496059935154352
leaf_count=696 208 631 201 452 933
internal_value=0 3.14557e-05 0.000150675 1.6041e-05 -0.000143879
internal_weight=0 0.00760896 0.00452927 0.00348414 0.00307969
internal_count=3121 2913 1284 1083 1629
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=1.27587e-05 2.6807e-05 3.95297e-05 3.90164e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0075844691001853912 -0.0024527464030623461 -0.01983641058124393 0.0059392441178420657 0.017857234902384018
leaf_weight=0.0017416085110545454 0.0019622617946978235 0.0011238905912768205 0.0012642909328662523 0.0018260859924330887
leaf_count=970 264 447 375 1065
internal_value=0 0.00210651 -0.00619091 0.00733721
internal_weight=0 0.00617653 0.00238818 0.00378835
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.43561e-05 2.22071e-05 2.88254e-05 4.34537e-05 5.60811e-05
threshold=-0.081429999999999989 0.10016000000000001 -0.008904999999999998 -0.0083949999999999979 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0080339362632724717 -0.020335936720710115 -0.013693646701873077 0.012854046777033074 -0.012935816425709228 0.018285842724493125
leaf_weight=0.0017283441818045009 0.0011122788251112388 0.0013353539399875549 0.0014193404260102417 0.0010784833999237698 0.0012331159273622104
leaf_count=771 245 325 387 1153 240
internal_value=0 -0.00227615 0.000871845 -0.00409528 0.00371929
internal_weight=0 0.00617857 0.00484322 0.00342388 0.0023116
internal_count=3121 2350 2025 1638 1393
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=7
num_cat=0
split_feature=52 13 2 150 3 16
split_gain=1.32416e-05 2.20546e-05 2.54786e-05 5.36633e-05 4.25725e-05 4.45457e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11177500000000001 0.086615000000000011 -1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.013007185231659529 -0.010232355253854851 -0.013077488581382288 -0.015400145572844784 -0.017709845716775415 0.024236951458608318 0.015093893509745528
leaf_weight=0.0013609578808909447 0.0010937919700465867 0.0011801240555105188 0.0010284583285511033 0.0010453429637363662 0.0011121777611006914 0.0010703974104219385
leaf_count=190 501 1353 335 214 156 372
internal_value=0 0.00162269 -0.00122727 0.00207946 0.00823125 0.000321439
internal_weight=0 0.00679746 0.0054365 0.00440804 0.0033627 0.00225052
internal_count=3121 2620 2430 2095 1881 1725
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=7
num_cat=0
split_feature=147 52 13 2 3 0
split_gain=2.02238e-05 3.6574e-05 3.22808e-05 4.84895e-05 3.86378e-05 5.96689e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 0.11215000000000001 -1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00032822178758525424 0.00024341926970888531 -0.00037165346657698365 -0.00044209679290207609 -0.00040850119692786336 0.00029265298614246555 0.00016451901635077242
leaf_weight=0.0010684881853022877 0.0011168669256367116 0.0010880571217689967 0.0010974847730448607 0.0011151181279714685 0.0015843294952958198 0.0014432462967608553
leaf_count=129 183 496 1617 309 173 214
internal_value=0 -3.96528e-05 1.76075e-05 -4.57277e-05 5.234e-05 -9.75125e-05
internal_weight=0 0.00739672 0.00630867 0.00524018 0.00412506 0.00254073
internal_count=3121 2938 2442 2313 2004 1831
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=3.04909e-05 4.26517e-05 4.28431e-05 3.76639e-05 6.29386e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00029533980400086652 0.00021147660391959019 -0.00047879067226495712 0.00019735924523969851 -0.00041732444440373896 0.00016414340154605964
leaf_weight=0.001064384398212468 0.0019963043404177374 0.0011050588402832864 0.001569396534605159 0.0017422107912921823 0.0012146722496374368
leaf_count=451 352 158 552 1438 170
internal_value=0 -6.46216e-05 -0.000132658 -4.81525e-05 -0.00017846
internal_weight=0 0.00669572 0.00563134 0.00452628 0.00295688
internal_count=3121 2769 2318 2160 1608
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=6
num_cat=0
split_feature=4 151 47 1 3
split_gain=1.5581e-05 2.44772e-05 2.93389e-05 4.15922e-05 2.42011e-05
threshold=0.27287000000000006 -0.012764999999999997 0.092165000000000011 0.086560000000000012 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011587908113141539 0.0081045067219306308 -0.011319440035184095 0.0076043335042888923 -0.023222532894286014 0.009145664144621337
leaf_weight=0.0010315824144095063 0.001817076425254506 0.0012083144556117875 0.001303686119218678 0.0014300361484795008 0.0011074401336430395
leaf_count=463 352 1372 230 563 141
internal_value=0 -0.0024487 -0.00531631 -0.00981321 -0.00153262
internal_weight=0 0.00608106 0.00504948 0.00374579 0.00231575
internal_count=3121 2769 2306 2076 1513
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=7
num_cat=0
split_feature=159 1 150 0 16 13
split_gain=2.39732e-05 5.26653e-05 4.55715e-05 5.52259e-05 8.28863e-05 2.72967e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.076925000000000007 -0.084044999999999995 0.16703000000000004 -0.010094999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00029573781280352963 -0.00056241623753530224 0.00040945832860091083 0.00024719415622329169 0.0003633073078549156 -0.00034578275150295887 -0.00015254302160899838
leaf_weight=0.0010040924848938289 0.0011411832040138521 0.0011723168865657371 0.0016080538410050233 0.0015261699055803954 0.0010838992299515532 0.0013802843421086145
leaf_count=509 622 216 374 789 342 269
internal_value=0 2.58874e-05 -4.08328e-05 -0.000131091 6.88392e-05 -0.000338046
internal_weight=0 0.00791191 0.00673959 0.00513154 0.00261007 0.00252147
internal_count=3121 2612 2396 2022 1131 891
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=6
num_cat=0
split_feature=49 42 52 0 15
split_gain=1.49779e-05 2.26479e-05 2.59764e-05 4.21204e-05 0.000100954
threshold=-0.043469999999999995 0.088915000000000008 0.10347000000000002 0.0059850000000000016 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0079349391498201114 -0.011730134352078496 -0.015805004831776617 0.013942971513771815 -0.019586116788614046 0.02740897363201926
leaf_weight=0.0018183899260806602 0.0017285730893025282 0.0010451785507384652 0.0011017647870925386 0.0011443936097485065 0.0010650885625410156
leaf_count=425 628 802 301 182 783
internal_value=0 -0.00240835 0.000369902 -0.00342749 0.00319172
internal_weight=0 0.006085 0.00503982 0.00393806 0.00279366
internal_count=3121 2696 1894 1593 1411
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=5
num_cat=0
split_feature=4 151 43 43
split_gain=1.51322e-05 1.92589e-05 2.81427e-05 4.05266e-05
threshold=0.27287000000000006 -0.012764999999999997 -0.074359999999999996 0.05259500000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.010028510578197113 0.0079773723826994953 0.0043355886783400235 -0.019531574334517125 0.0045024162270182397
leaf_weight=0.0010309508613537384 0.0018180155601590807 0.0019741666947720093 0.001971361439434713 0.0010892616162256966
leaf_count=463 352 812 1142 352
internal_value=0 -0.00242368 -0.00497346 -0.010978
internal_weight=0 0.00606574 0.00503479 0.00306062
internal_count=3121 2769 2306 1494
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=7
num_cat=0
split_feature=159 2 15 150 0 16
split_gain=5.19896e-05 4.4742e-05 7.0497e-05 6.36409e-05 8.64142e-05 5.99396e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.016799999999999995 0.083895000000000011 -0.14920999999999998 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.00041723650924299692 -0.00035496756743495409 -0.00043978760323133004 0.0002550792815524089 0.00054895117674632883 0.00047490480869441114 -0.00012998906882560421
leaf_weight=0.0010335519957780934 0.0019983106594866451 0.0010458398430843725 0.0011459248050975849 0.0012497853513970918 0.001539498945616175 0.0010658724468328739
leaf_count=509 480 102 835 218 664 313
internal_value=0 4.99244e-05 -0.000132634 0.000167045 3.63212e-05 0.000227439
internal_weight=0 0.00804523 0.00314424 0.004901 0.00365121 0.00260537
internal_count=3121 2612 1315 1297 1079 977
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=7
num_cat=0
split_feature=3 39 457 3 43 3
split_gain=2.18778e-05 3.40378e-05 5.58319e-05 6.18478e-05 2.92814e-05 5.77607e-05
threshold=0.13524500000000003 0.085060000000000011 0.080930000000000016 -0.074084999999999998 -0.13868499999999997 -0.13309499999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00029230603082762966 0.00022144199009708853 0.00028291512204265805 0.00032167076541302569 -0.00045924839769577198 -0.0002067738577410918 0.00042716595118770599
leaf_weight=0.0010161493756974884 0.0014033675241402746 0.0010352484444026856 0.0010049387510431447 0.0019482338324523412 0.0011064091743467469 0.001103919950616489
leaf_count=219 192 308 184 566 199 1453
internal_value=0 -4.61299e-05 -0.000101253 -0.000183386 -1.68128e-05 0.000109839
internal_weight=0 0.0072149 0.00617965 0.00517471 0.00322648 0.00221033
internal_count=3121 2929 2621 2437 1871 1652
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=7
num_cat=0
split_feature=159 47 4 52 2 4
split_gain=4.0452e-05 3.75119e-05 4.63925e-05 5.80518e-05 8.42056e-05 7.09098e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00036684752058606103 -0.00050560713818531599 0.00033572406847365581 0.00029775396320362314 0.00051027049776855636 -0.00036863086887320098 -0.0001514963977103842
leaf_weight=0.001033421718513749 0.0010895848285409973 0.0014087372977956486 0.0014081741558050797 0.0014271562196702023 0.0014683100060448942 0.0011041549037493288
leaf_count=509 576 202 283 1019 275 257
internal_value=0 4.56647e-05 -1.72249e-05 -0.000104379 4.92442e-06 0.000221609
internal_weight=0 0.00790612 0.00649738 0.00508921 0.00399962 0.00253131
internal_count=3121 2612 2410 2127 1551 1276
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=7
num_cat=0
split_feature=159 2 0 2 13 4
split_gain=4.23917e-05 3.86413e-05 6.40481e-05 4.41704e-05 2.70953e-05 8.01482e-05
threshold=-1.0000000180025095e-35 0.098260000000000014 -0.15202999999999997 0.11293500000000002 0.061215000000000012 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00038488994050871656 -0.00049212033946475478 -0.00014884927298962735 0.00012028205940571849 0.00068619254697224242 0.00016602593435150492 0.00013719375458502446
leaf_weight=0.0010036860477958178 0.0015512696321066635 0.0012642345678072651 0.0010405543452846676 0.0010813007431900172 0.0012425732209962767 0.0015610406355880012
leaf_count=509 1314 120 310 386 178 304
internal_value=0 4.34071e-05 0.000200515 0.000408671 -7.875e-05 -0.000176475
internal_weight=0 0.00774097 0.00338609 0.00212186 0.00435488 0.00311231
internal_count=3121 2612 816 696 1796 1618
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=1.42035e-05 3.09448e-05 3.75377e-05 3.41555e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.007991196460914245 -0.0013378233881861394 -0.019975712366015311 0.00514104081537605 0.01762599678692758
leaf_weight=0.0017489275968772923 0.0019676175530340101 0.0011264824415141569 0.0012612544788661742 0.0018359433240362393
leaf_count=970 264 447 375 1065
internal_value=0 0.00221438 -0.0067085 0.00781584
internal_weight=0 0.0061913 0.00238774 0.00380356
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=6
num_cat=0
split_feature=1 4 1 16 4
split_gain=1.4513e-05 2.03819e-05 3.44167e-05 3.84546e-05 1.86838e-05
threshold=0.077565000000000009 0.0061450000000000003 0.10708500000000001 -0.51370499999999997 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=0.0020564969517646295 -0.0064412333166776166 0.021830945511564767 -0.014839128686425486 0.009164145061843534 -0.016605447942051831
leaf_weight=0.001099310005045345 0.0017483488652934517 0.0010728449924662688 0.001016239290574519 0.0019445459282015169 0.0010478357924291473
leaf_count=71 902 164 85 334 1565
internal_value=0 0.00257692 0.00648577 0.000925429 -0.00705078
internal_weight=0 0.00578198 0.00403363 0.00296079 0.00214715
internal_count=3121 1485 583 419 1636
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=6
num_cat=0
split_feature=52 15 15 15 0
split_gain=1.3513e-05 5.12044e-05 2.95686e-05 4.20586e-05 2.65598e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.020299915703790018 -0.014294094145283653 -0.0085762481970407395 0.016941622712476054 0.0058582526293426591 -0.014403690484982535
leaf_weight=0.0012515371554768873 0.0015871112501409878 0.0012056584141327063 0.0012574548240682762 0.0011733418683316488 0.0014420100814607666
leaf_count=516 367 437 445 1235 121
internal_value=0 0.00613141 -0.00279849 0.00191251 -0.00531345
internal_weight=0 0.0024572 0.00545992 0.00387281 0.00261535
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=8
num_cat=0
split_feature=50 160 12 4 13 16 3
split_gain=5.70342e-05 5.98796e-05 5.19336e-05 4.83408e-05 9.12726e-05 8.70442e-05 6.86143e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 -0.029094999999999999 0.0061450000000000003 -0.073839999999999975 -0.094359999999999986 -0.10519499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00040245453220975679 -0.00045094356561169548 -0.00044553078054296449 0.00026536091045731357 0.00031198214339700275 -0.00051886523094513723 0.00063078921271239575 -0.000378400015802989
leaf_weight=0.001476316142981611 0.0010005137713728724 0.0010016992776962774 0.0010078637975527434 0.0010952446588911157 0.0013150936716587475 0.0011357436132329738 0.0011188950412627375
leaf_count=623 627 265 405 80 775 157 189
internal_value=0 4.51088e-05 -3.39312e-05 3.87483e-05 -0.000178612 0.000189476 -3.68961e-05
internal_weight=0 0.00815086 0.00667454 0.00567284 0.00232296 0.00334988 0.00221414
internal_count=3121 2494 1871 1606 1180 426 269
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=6
num_cat=0
split_feature=52 0 3 1 2
split_gain=1.31507e-05 2.23518e-05 3.27968e-05 5.97183e-05 2.19176e-05
threshold=0.11434500000000002 -0.076579999999999995 0.090900000000000009 0.094385000000000011 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0293984853477267 -0.010182768789457121 -0.00011255670899655947 0.0073193326891905931 0.0038038246648091495 0.016894389978828441
leaf_weight=0.0010055631586875708 0.0010990776110048409 0.0015898836469638484 0.0016064010255279304 0.0011743671837507479 0.0014478522783769562
leaf_count=1395 501 380 197 204 444
internal_value=0 0.0016038 -0.00352245 -0.0115118 0.00799333
internal_weight=0 0.00682407 0.00378633 0.00217993 0.00303774
internal_count=3121 2620 1796 1599 824
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=8
num_cat=0
split_feature=147 151 4 42 13 0 15
split_gain=3.55267e-05 4.01258e-05 7.8194e-05 3.42365e-05 3.50019e-05 6.4632e-05 6.77761e-05
threshold=0.087210000000000024 -0.044604999999999992 0.40473500000000007 0.088465000000000002 -0.13710499999999998 -0.019414999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00037537909687826421 0.00035194240883959743 -0.00029700284364466849 0.00051783179592648722 -0.00038855321290224431 0.00025519419732952553 0.00049121372158565137 -0.0003913023457605381
leaf_weight=0.0011663674442049 0.0010046231193058973 0.0011476178074302547 0.0010235655455479555 0.0010599733725131181 0.0012079198324364212 0.0011042936421176586 0.0012884944019873159
leaf_count=406 149 110 236 731 443 176 870
internal_value=0 -3.92574e-05 1.81269e-05 -6.99334e-05 1.19235e-06 9.62331e-05 -7.84873e-05
internal_weight=0 0.00799823 0.00683186 0.0058083 0.00474833 0.00360071 0.00249641
internal_count=3121 2972 2566 2330 1599 1489 1313
is_linear=0
shrinkage=0.00196078


Tree=7725
num_leaves=7
num_cat=0
split_feature=147 52 0 0 15 4
split_gain=1.30755e-05 2.89098e-05 2.89204e-05 2.82789e-05 2.93935e-05 2.60112e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084044999999999995 -0.13027499999999997 -0.095869999999999983 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.0099336148493963661 0.010395311785783554 -0.01721328711449005 -0.0033333529037150819 -0.018967055425000375 0.013499346211875455 0.016740794242793698
leaf_weight=0.0011298034149695045 0.0010453271308023216 0.0010125166543639283 0.0010754372595921417 0.0010330209778401738 0.0010172920906859626 0.0016145510006220049
leaf_count=141 183 496 191 847 173 1090
internal_value=0 -0.00160815 0.00108353 -0.00537201 0.0011689 0.0087153
internal_weight=0 0.00688262 0.0058701 0.00318012 0.0021471 0.00268999
internal_count=3121 2938 2442 1161 314 1281
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=6
num_cat=0
split_feature=52 43 13 4 16
split_gain=1.22337e-05 3.74967e-05 3.69137e-05 3.9701e-05 4.96647e-05
threshold=0.10744000000000002 0.084740000000000024 -0.084034999999999985 -0.033174999999999989 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.016485756984892706 0.0087926266222674333 -0.019129114022013401 -0.01954437823030402 -0.0087026845322303609 0.016292237410529552
leaf_weight=0.0012679190085823451 0.0013129640549781061 0.0010476413242672261 0.001077591389916492 0.0017515532412745224 0.0014555931536088897
leaf_count=659 553 260 869 272 508
internal_value=0 -0.00177674 0.00149719 -0.00293815 0.00264149
internal_weight=0 0.0066003 0.00555266 0.00428474 0.00320715
internal_count=3121 2568 2308 1649 780
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=6
num_cat=0
split_feature=147 52 13 0 1
split_gain=1.17633e-05 2.62181e-05 2.81497e-05 3.25275e-05 7.04701e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.084034999999999985 -0.019414999999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.010969637698289458 0.00986877229039663 -0.016395007418439488 0.0026160710925671165 0.010377106663505734 -0.030328140509317227
leaf_weight=0.0019192993998810295 0.001043725869742127 0.0010110847487580475 0.0017431672334382461 0.0011445479608922842 0.0010347179043529021
leaf_count=737 183 496 1306 232 167
internal_value=0 -0.00152732 0.00104597 -0.00380981 -0.00965512
internal_weight=0 0.00685282 0.00584173 0.00392243 0.00277789
internal_count=3121 2938 2442 1705 1473
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=6
num_cat=0
split_feature=484 1 2 12 3
split_gain=1.47133e-05 2.5008e-05 3.50118e-05 2.94421e-05 4.98619e-05
threshold=0.073690000000000019 0.12500000000000003 1.0000000180025095e-35 0.092355000000000007 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00037095907393953529 0.00021157977391276559 0.00019052833268999768 0.00033599733687160081 -0.0002972800710151744 -0.00013841890976048747
leaf_weight=0.0013418046006601096 0.0010666970619728098 0.0015038609147185397 0.0015658324697810739 0.0010498651485973494 0.0018676802178727719
leaf_count=592 394 232 1094 576 233
internal_value=0 -3.48937e-05 -9.30898e-05 -9.92794e-06 7.79357e-05
internal_weight=0 0.00732904 0.00582518 0.00448338 0.00343351
internal_count=3121 2727 2495 1903 1327
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=6
num_cat=0
split_feature=52 43 13 4 16
split_gain=1.26758e-05 3.34462e-05 2.57198e-05 3.59312e-05 4.19557e-05
threshold=0.10744000000000002 0.084740000000000024 -0.084034999999999985 -0.033174999999999989 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013819027806298144 0.0089663644406583389 -0.018207308813979268 -0.018234232578506433 -0.007535381960201204 0.015478966294201382
leaf_weight=0.0012640197349550715 0.0013083313909317976 0.0010462817145427518 0.00107505430519402 0.0017470141864325522 0.0014492301974691343
leaf_count=659 553 260 869 272 508
internal_value=0 -0.00181067 0.00128862 -0.00241955 0.00289971
internal_weight=0 0.0065816 0.00553532 0.0042713 0.00319624
internal_count=3121 2568 2308 1649 780
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=6
num_cat=0
split_feature=159 4 48 2 15
split_gain=3.17768e-05 3.92401e-05 5.10882e-05 5.57715e-05 7.5821e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.091545000000000015 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00032860771544772512 -0.00034037289761807045 0.00030320110062435608 0.0003138341793242232 -0.00047818443524441564 0.00024910723449043167
leaf_weight=0.0010186585883235665 0.0014473201107221122 0.0016965224352869027 0.0012742979291359285 0.001279151914798742 0.0019955964436986634
leaf_count=509 479 318 309 398 1108
internal_value=0 3.99231e-05 -3.45648e-05 -0.000128584 1.30383e-06
internal_weight=0 0.00769289 0.00599637 0.00472207 0.00344292
internal_count=3121 2612 2294 1985 1587
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=6
num_cat=0
split_feature=13 16 160 151 1
split_gain=1.21273e-05 2.65581e-05 8.49155e-05 4.5902e-05 7.01568e-05
threshold=0.11217000000000001 -0.056919999999999991 -0.027994999999999996 -0.0083949999999999979 0.10752500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013897591969662721 0.0075825360595117288 0.012834708858642369 -0.02296050225088285 -0.0040304444091501732 0.030287738821732121
leaf_weight=0.0010220387847929935 0.0016559780190858594 0.0010736266383406857 0.0017316422557564761 0.0013251334552233677 0.0010821557839573647
leaf_count=188 217 541 831 1108 236
internal_value=0 -0.00204478 -0.00926103 0.00385828 0.0113967
internal_weight=0 0.0062346 0.00280527 0.00342933 0.00240729
internal_count=3121 2904 1372 1532 1344
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=6
num_cat=0
split_feature=11 2 150 16 43
split_gain=1.43325e-05 4.04136e-05 6.49327e-05 6.88124e-05 4.92354e-05
threshold=0.078340000000000007 0.089885000000000007 0.083555000000000004 -0.010264999999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00012214029454909339 -0.00022187958745074625 -0.00025666216491018995 0.00057789573251474042 0.00030006350405103907 -0.00038104625423674197
leaf_weight=0.0013874353103283117 0.0010151506597816384 0.0017467142473900823 0.0010259723554934229 0.0016693536208189363 0.0016211927383920262
leaf_count=696 208 631 201 452 933
internal_value=0 2.64693e-05 0.000145316 1.53968e-05 -0.000149001
internal_weight=0 0.00745067 0.00444204 0.00341607 0.00300863
internal_count=3121 2913 1284 1083 1629
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=5
num_cat=0
split_feature=160 4 52 49
split_gain=1.40859e-05 2.392e-05 4.17319e-05 4.76569e-05
threshold=-1.0000000180025095e-35 0.24564500000000003 0.091275000000000009 -0.043469999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.007976614904053117 0.0085202796025221003 0.011356533455401906 0.013214013225723546 -0.018084331055139607
leaf_weight=0.0017364000107928587 0.0010478922554904729 0.0019551212881248016 0.0012556210060483781 0.0018835487346575276
leaf_count=970 221 305 321 1304
internal_value=0 0.0022241 -0.00204024 -0.00857407
internal_weight=0 0.00614218 0.00418706 0.00293144
internal_count=3121 2151 1846 1525
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=7
num_cat=0
split_feature=159 1 4 42 1 12
split_gain=3.59499e-05 4.33057e-05 4.09497e-05 4.89359e-05 5.46233e-05 2.71911e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 0.085505000000000012 0.091095000000000023 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00035452939040419505 0.00033557189719921922 0.0003873171263313805 0.00029168091904298532 -0.00048181754323456432 -0.00028953108066093268 -6.3988669825093501e-05
leaf_weight=0.0010087406634056587 0.0015413353787709569 0.0011660219701063127 0.0012857065677561869 0.0010311089765044305 0.0016282174367889739 0.0011384977814969904
leaf_count=509 306 216 176 792 356 766
internal_value=0 3.88644e-05 -2.24657e-05 -9.81143e-05 -6.27701e-06 0.000165823
internal_weight=0 0.00779089 0.00662487 0.00533916 0.00430805 0.00267983
internal_count=3121 2612 2396 2220 1428 1072
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=5
num_cat=0
split_feature=52 160 2 16
split_gain=1.14815e-05 2.49988e-05 2.71324e-05 6.36574e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11018500000000002 -0.15241499999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0072198583584537172 -0.014942795514699065 0.01038223270218735 0.011590106053213445 -0.017355159243988005
leaf_weight=0.0017116472881750465 0.0012072242421903821 0.0015836805677870848 0.0016478085297584127 0.0017326258315070583
leaf_count=771 825 203 285 1037
internal_value=0 -0.00203665 0.00110199 -0.00410935
internal_weight=0 0.00617134 0.00496411 0.00331631
internal_count=3121 2350 1525 1240
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=6
num_cat=0
split_feature=0 0 43 150 2
split_gain=1.15898e-05 3.55176e-05 2.9198e-05 2.48938e-05 2.67062e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.074359999999999996 0.081835000000000019 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.0075849232665590322 0.015812399299054751 -0.019880445060642279 -0.0035451933728903994 0.013746219526720643 -0.013072300288841083
leaf_weight=0.0011051232690670713 0.0013473287043670585 0.0010024544744942701 0.0018479089157557914 0.0011249881513415261 0.0014430914992665819
leaf_count=176 206 1936 367 172 264
internal_value=0 -0.0031968 0.00461728 0.00135633 -0.00411357
internal_weight=0 0.00467566 0.00319524 0.0036732 0.00254821
internal_count=3121 2548 573 612 440
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=7
num_cat=0
split_feature=159 15 0 48 15 2
split_gain=5.4884e-05 5.40704e-05 4.89351e-05 0.000112539 4.34696e-05 8.03607e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.088965000000000002 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.00042683689198810538 0.00047373249046892913 -0.00032860830647886072 -0.00032947169836017656 0.00065589475942714982 0.00031352910551427711 -0.00036048521344325939
leaf_weight=0.0010454360231847799 0.0010151781263325003 0.0014692195769534892 0.0015248824550081388 0.0010381976064206952 0.0019411378450868619 0.0010468619604129654
leaf_count=509 224 132 598 348 1087 223
internal_value=0 5.07615e-05 -1.04027e-05 7.38177e-05 -6.00903e-05 7.73845e-05
internal_weight=0 0.00803548 0.0070203 0.00555108 0.00451288 0.002988
internal_count=3121 2612 2388 2256 1908 1310
is_linear=0
shrinkage=0.00196078


Tree=7738
num_leaves=8
num_cat=0
split_feature=159 2 15 0 2 15 2
split_gain=3.18998e-05 3.33012e-05 6.25531e-05 0.000102285 3.94501e-05 8.57369e-05 3.7564e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.022504999999999997 -0.18113999999999997 -1.0000000180025095e-35 -0.016799999999999995 0.10559
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -4
right_child=1 2 6 -5 5 -7 -8
leaf_value=-0.00033333522993519521 0.00018910882208861778 -2.499812354075386e-05 0.00014724988718091335 0.0007936585476184555 -0.00068079737411093604 0.00012717013907865833 -0.00035542842975262961
leaf_weight=0.0010057996469176453 0.0010416774087047987 0.0012243155837672322 0.0012230527050166781 0.0011268081772058958 0.0010196124079970309 0.0010003319787449435 0.0010729469812029407
leaf_count=509 194 96 339 643 338 783 219
internal_value=0 3.79423e-05 0.000142547 0.000367354 -0.000120834 -0.00028067 -8.76575e-05
internal_weight=0 0.00770875 0.00464712 0.00235112 0.00306162 0.00201994 0.002296
internal_count=3121 2612 1297 739 1315 1121 558
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.08318e-05 2.82448e-05 2.85273e-05 4.70123e-05 4.34397e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0091422874563460276 -0.010579870417360597 0.015276607301004459 0.016573456823330453 -0.022008628228022954 0.0048227801885996893
leaf_weight=0.0011193801614515159 0.0015101054171979753 0.001343480927904271 0.0015041593892229331 0.0011603267431200904 0.0012571171303730868
leaf_count=862 828 250 340 656 185
internal_value=0 0.00147624 0.00493412 0.000279035 -0.00805578
internal_weight=0 0.00677519 0.00526508 0.00376092 0.00241744
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=7
num_cat=0
split_feature=159 2 150 0 2 15
split_gain=3.84953e-05 3.60107e-05 6.41171e-05 4.92001e-05 5.25698e-05 4.01414e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083895000000000011 -0.14920999999999998 0.10774000000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00035413349243372701 -0.00028388900491862031 -0.00033274301895667904 0.00054166308848518062 -7.8004403976011233e-05 0.00049255927932236032 0.00017809745586902509
leaf_weight=0.0010207186058414216 0.0019661008522063707 0.0010513360308628795 0.001236279322203201 0.00141595228957128 0.0011056416169978149 0.0011437367729428671
leaf_count=509 480 102 218 574 403 835
internal_value=0 5.0449e-05 0.000156775 2.35993e-05 0.00017217 -0.00011398
internal_weight=0 0.00791905 0.00480921 0.00357293 0.00252159 0.00310984
internal_count=3121 2612 1297 1079 977 1315
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=7
num_cat=0
split_feature=159 4 47 52 2 3
split_gain=4.28334e-05 4.41201e-05 5.40578e-05 5.99121e-05 8.99467e-05 4.94702e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.092165000000000011 -0.088204999999999992 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00037871108175043238 -0.00054471407551636732 0.00032608304481776692 0.0003154526733988423 -3.3852013634590107e-05 -0.00038689083138542695 0.00054719404506556985
leaf_weight=0.0010210926561729566 0.0010363966577008697 0.0017167826786085678 0.0013609596623082032 0.0012239500900447049 0.0014873676646372808 0.0010437835231154324
leaf_count=509 555 318 235 1162 270 72
internal_value=0 4.81447e-05 -2.94112e-05 -0.000127365 -1.21781e-05 0.00023359
internal_weight=0 0.00786924 0.00615246 0.0047915 0.0037551 0.00226773
internal_count=3121 2612 2294 2059 1504 1234
is_linear=0
shrinkage=0.00196078


Tree=7742
num_leaves=6
num_cat=0
split_feature=484 15 15 0 4
split_gain=1.3531e-05 2.57302e-05 3.51575e-05 5.40445e-05 2.85348e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.10836499999999999 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.012391562116985805 0.010834722102202154 -0.0042848439614198422 0.0036167310091812055 0.026998490464714833 -0.015892329540173337
leaf_weight=0.0016738962723165766 0.0010022542222156037 0.001098322927481789 0.0016695666959106242 0.0011106952212167572 0.0013607957509963573
leaf_count=393 394 174 750 634 776
internal_value=0 -0.00159824 0.00185005 0.0114444 -0.00514389
internal_weight=0 0.00691328 0.00523938 0.00220902 0.00303036
internal_count=3121 2727 2334 808 1526
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=7
num_cat=0
split_feature=15 151 16 13 16 15
split_gain=1.09893e-05 2.15051e-05 2.927e-05 2.4086e-05 2.18435e-05 1.7483e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.084119999999999986 -0.061684999999999997 0.066275000000000014 -0.091964999999999977
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=0.0091313032954551641 0.0093895940195960117 -0.0046904674328540541 0.013300571325888072 0.0053485270787270072 -0.014505074807845462 -0.023293302511987506
leaf_weight=0.0011251522533929697 0.0014222218628693216 0.0010160696385037946 0.0011152967886643651 0.0010931706008458089 0.0011239369677326721 0.0010047712372131959
leaf_count=253 516 217 709 559 307 560
internal_value=0 -0.00154057 -0.00444443 0.00131381 -0.00471603 -0.0139399
internal_weight=0 0.00677547 0.00535325 0.0033324 0.00221711 0.00202084
internal_count=3121 2868 2352 1575 866 777
is_linear=0
shrinkage=0.1


Tree=7744
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=1.03623e-05 2.733e-05 5.38008e-05 4.12513e-05 2.99501e-05
threshold=0.10016000000000001 -0.088204999999999992 -0.0016099999999999997 0.090675000000000019 0.089325000000000015
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.012219168280943056 -0.0071170480279272759 0.027479807655704853 -0.020032173293126294 0.0048496450032797563 0.004178829559515893
leaf_weight=0.0011335839422865921 0.0016315504354334036 0.0011888806986602889 0.0010349558505253786 0.0018706020192340656 0.0010291539675010457
leaf_count=567 440 946 296 442 430
internal_value=0 0.0018313 0.00493993 -0.00401323 0.0166683
internal_weight=0 0.00625718 0.00512359 0.00290556 0.00221803
internal_count=3121 2681 2114 738 1376
is_linear=0
shrinkage=0.1


Tree=7745
num_leaves=7
num_cat=0
split_feature=159 2 15 15 0 2
split_gain=4.03713e-05 3.88572e-05 6.09621e-05 4.78428e-05 0.000102814 2.83748e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.016799999999999995 -0.022504999999999997 -0.18113999999999997 0.10559
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.00037328349909798784 -0.0003427867026004221 -4.299667486679778e-05 0.00023184594388948383 0.00015743599355211662 0.00077559991576752396 -0.00027031104856826044
leaf_weight=0.0010155672121365594 0.001921894630123511 0.0012256435569864006 0.0011254707816160314 0.0012772322041114507 0.0011372350188921193 0.0011182642400496266
leaf_count=509 480 96 835 339 643 219
internal_value=0 4.23124e-05 -0.00013056 0.000153024 0.000350987 -4.22446e-05
internal_weight=0 0.00780574 0.00304737 0.00475838 0.00236288 0.0023955
internal_count=3121 2612 1315 1297 739 558
is_linear=0
shrinkage=0.00196078


Tree=7746
num_leaves=6
num_cat=0
split_feature=151 4 48 15 2
split_gain=1.03306e-05 3.44193e-05 2.97767e-05 4.47761e-05 5.14994e-05
threshold=-0.081519999999999981 0.36766000000000004 0.091545000000000015 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0093595984103256539 -0.020011620461007955 0.015547278413159785 0.012054066672226737 0.011356625954932186 -0.01683690314939831
leaf_weight=0.00103004368371519 0.0014903553770848873 0.0013720041576395442 0.0011616484499525929 0.0018340591471016176 0.0010017768479002142
leaf_count=415 710 274 273 1206 243
internal_value=0 0.00138064 -0.00216113 -0.00597813 0.00139709
internal_weight=0 0.00685984 0.00548784 0.00432619 0.00283584
internal_count=3121 2706 2432 2159 1449
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.01998e-05 2.35275e-05 2.84435e-05 4.41088e-05 9.29199e-05
threshold=0.11217000000000001 0.077565000000000009 0.092530000000000015 0.086260000000000017 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012824429058720997 0.0069472314270833087 0.030258972115572963 -0.012390020878061347 -0.010787216222356906 -0.0085306816054446476
leaf_weight=0.0014923573142195676 0.0016586353502503299 0.0014058192082561974 0.0011138010184622345 0.0011016721469523623 0.001101375344955836
leaf_count=1523 217 537 247 183 414
internal_value=0 -0.00187923 0.00157944 0.00589082 0.0132192
internal_weight=0 0.00621503 0.00472267 0.00360887 0.00250719
internal_count=3121 2904 1381 1134 951
is_linear=0
shrinkage=0.1


Tree=7748
num_leaves=7
num_cat=0
split_feature=159 2 0 1 12 15
split_gain=6.5667e-05 2.9338e-05 5.78397e-05 0.000131329 4.21597e-05 0.000103739
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.15202999999999997 0.083345000000000016 0.098330000000000015 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00047937681181400014 -0.00066614132209591535 -0.00013176399194191041 -2.8535124266792085e-06 0.0008439663996546808 0.00023193860942025387 0.00020359577952737057
leaf_weight=0.0010054557713063987 0.0011094309490843031 0.0017692369961192574 0.0018748280755205853 0.0011275747719168465 0.0010239318803091021 0.0010047853031492802
leaf_count=509 412 157 718 422 127 776
internal_value=0 5.26165e-05 0.000149459 0.000315176 -9.46349e-05 -0.000252797
internal_weight=0 0.00790979 0.00477164 0.0030024 0.00313815 0.00211422
internal_count=3121 2612 1297 1140 1315 1188
is_linear=0
shrinkage=0.00196078


Tree=7749
num_leaves=6
num_cat=0
split_feature=52 52 0 0 52
split_gain=1.07931e-05 2.34278e-05 2.60889e-05 2.09723e-05 1.44903e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.060129999999999996 0.096795000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0070109562330775855 -0.01553520932271845 0.011832258669114529 -0.012976105144649733 -0.0054707153764098236 0.011069693511474339
leaf_weight=0.0017083162510118603 0.0010554392582213662 0.0015158536265156867 0.0014731571858846763 0.0010913149743740542 0.0010290850518744328
leaf_count=771 438 234 1431 129 118
internal_value=0 -0.00197166 0.000830137 -0.00381084 0.00255677
internal_weight=0 0.00616485 0.00510941 0.00359356 0.0021204
internal_count=3121 2350 1912 1678 247
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.0337e-05 2.44075e-05 5.89408e-05 5.34122e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0086795071256561725 -0.0090663345101417887 -0.0077120775992787789 -0.016021582877703996 0.019771564466646161
leaf_weight=0.0019156142560639942 0.0010884378358084696 0.0012101373658585681 0.0019487303274421585 0.0017011482421700086
leaf_count=882 501 751 333 654
internal_value=0 0.00143257 -0.00377688 0.00834741
internal_weight=0 0.00677563 0.00386434 0.00291129
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=6
num_cat=0
split_feature=12 52 4 1 52
split_gain=1.70228e-05 3.01855e-05 5.80552e-05 3.79981e-05 2.85908e-05
threshold=0.10016000000000001 -0.088204999999999992 -0.0016099999999999997 0.111945 0.089325000000000015
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.0002384798262513707 -0.00017623260859265429 0.00052880080031716178 -0.00025338945390596958 0.00018499496402209906 0.00010178745179969845
leaf_weight=0.0012293113731152213 0.0017706359990757583 0.0012898773626214355 0.0018639255649779501 0.0012837139138922276 0.0011318076774496635
leaf_count=567 440 946 473 265 430
internal_value=0 3.9612e-05 0.000100995 -7.46015e-05 0.00032923
internal_weight=0 0.00679864 0.00556932 0.00314764 0.00242169
internal_count=3121 2681 2114 738 1376
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=7
num_cat=0
split_feature=11 48 0 2 43 12
split_gain=1.70093e-05 3.50454e-05 0.000120696 5.02782e-05 3.77928e-05 3.56461e-05
threshold=0.078340000000000007 0.082620000000000013 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 0.083370000000000014
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=6.6127154485798569e-05 -0.00023976923193584382 -0.00022124356638336291 0.00072491623620633133 0.00033940583943979906 -0.00010212538887350916 -0.00057789129853880736
leaf_weight=0.0018618008738453995 0.0010166150136076855 0.0010472017045867754 0.0010264106642564729 0.001016629960022504 0.0014304303479116029 0.001049814738737005
leaf_count=828 208 79 475 343 250 938
internal_value=0 3.06472e-05 0.000247093 -5.31094e-05 -0.000145011 -0.000303503
internal_weight=0 0.00743229 0.00207361 0.00535868 0.00434205 0.00248025
internal_count=3121 2913 554 2359 2016 1188
is_linear=0
shrinkage=0.00196078


Tree=7753
num_leaves=6
num_cat=0
split_feature=1 48 52 13 12
split_gain=1.21842e-05 2.7882e-05 2.3226e-05 4.13092e-05 1.63024e-05
threshold=0.11323000000000001 0.088965000000000002 -0.0064899999999999992 -1.0000000180025095e-35 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.017327452416707741 0.013613530696424958 0.010930828531086543 -0.0157131637397083 0.0085642007906700981 -0.0026933205183743742
leaf_weight=0.0013427023199665098 0.0012823460132909538 0.001178777052737133 0.0011900552092575017 0.0017050838663278732 0.0011746643788375546
leaf_count=829 319 332 1134 360 147
internal_value=0 -0.00267278 -0.0064567 -0.00141508 0.00581744
internal_weight=0 0.00541662 0.00423784 0.00289514 0.00245701
internal_count=3121 2655 2323 1494 466
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.77994e-05 4.90929e-05 3.82477e-05 4.32991e-05 5.78263e-05 3.74592e-05
threshold=0.078340000000000007 -0.052894999999999991 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00051126908654197461 -0.00024504519203751913 -0.00033437828131479869 0.00015842284813830275 0.00037621657524722514 -0.00045500649553601049 2.5624688317250996e-05
leaf_weight=0.0011788998786573031 0.0010113377642238805 0.0015562946756774833 0.0013665781948873658 0.0010142029184271287 0.0010407922656995451 0.0012668000421216994
leaf_count=1034 208 825 203 276 243 332
internal_value=0 3.22345e-05 -7.95323e-05 3.63838e-05 -0.000106785 0.00025972
internal_weight=0 0.00742357 0.00497787 0.00342157 0.00240737 0.0024457
internal_count=3121 2913 1547 722 446 1366
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=7
num_cat=0
split_feature=52 0 3 4 2 4
split_gain=2.17011e-05 3.68308e-05 4.54609e-05 4.06026e-05 2.63009e-05 4.99058e-05
threshold=0.11434500000000002 -0.084044999999999995 0.090900000000000009 0.053925000000000008 0.083995000000000014 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=-0.00055873872911272042 -0.0002385367474540058 -3.6483187200317825e-05 0.00014945973065736855 -2.769919984503739e-05 3.40883299415779e-05 0.00061679029670297738
leaf_weight=0.0010210605508046468 0.0012117898157737641 0.0012609529280795135 0.0017784392650216667 0.0012089895291588022 0.0011642495295501789 0.0010980467710934236
leaf_count=834 501 432 196 245 183 730
internal_value=0 4.41809e-05 -8.43682e-05 -0.000270843 0.000190435 0.000316913
internal_weight=0 0.00753174 0.00400849 0.00223005 0.00352325 0.0022623
internal_count=3121 2620 1275 1079 1345 913
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=3.19507e-05 4.32001e-05 5.27774e-05 7.07059e-05 8.12556e-05 8.97927e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00033221139892071429 -0.00055724526571721705 0.00038495483874369246 0.00033540310373782558 0.00052905062404869313 -0.00037808037783324997 -0.00015913192114957133
leaf_weight=0.001005546602443977 0.0010735949137027296 0.0011796143875623328 0.0012846177424559423 0.0014900212064512101 0.0014308445644526137 0.0014271050568837851
leaf_count=509 615 216 176 1050 269 286
internal_value=0 3.89221e-05 -2.19449e-05 -0.000106617 4.65146e-06 0.000192381
internal_weight=0 0.0078858 0.00670618 0.00542157 0.00434797 0.00291713
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=6
num_cat=0
split_feature=159 15 16 52 1
split_gain=5.52585e-05 4.8824e-05 5.98237e-05 8.77123e-05 4.12338e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 1.0000000180025095e-35 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00042882045656080533 0.00038197212820109574 -0.0004390837016913501 -0.00030444286383737065 0.00045538646986167399 0.00010953659873143286
leaf_weight=0.0010143188244699916 0.0014526413855079825 0.0010708173163358394 0.0018379198196896438 0.0015833133223526856 0.0018623559014357745
leaf_count=509 321 201 1031 657 402
internal_value=0 5.76612e-05 -1.64774e-05 6.91715e-05 -9.60862e-05
internal_weight=0 0.00780705 0.00635441 0.00528359 0.00370028
internal_count=3121 2612 2291 2090 1433
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=6
num_cat=0
split_feature=159 16 16 151 12
split_gain=1.22888e-05 2.69392e-05 5.47704e-05 3.68444e-05 4.78772e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.092355000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014154608006687497 0.0097810141733181144 0.011540538553870319 -0.020257675655900573 0.017115250222381553 -0.0098085907036181801
leaf_weight=0.0010696490118689006 0.0011019051283326668 0.0012695542793399323 0.0015938417897189486 0.0018635596274789445 0.0010230591230012348
leaf_count=179 527 378 761 886 390
internal_value=0 -0.00160068 -0.00460666 0.00169859 0.00757305
internal_weight=0 0.00681966 0.00555011 0.00395627 0.00288662
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=7
num_cat=0
split_feature=4 160 4 1 0 0
split_gain=1.73523e-05 2.97442e-05 6.24804e-05 7.77334e-05 7.48088e-05 8.87425e-05
threshold=-0.46376499999999993 -1.0000000180025095e-35 -0.080924999999999983 0.094385000000000011 -0.18113999999999997 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.00024664868314055766 -0.00019985291851419402 0.00050553364536690387 -0.00042879366108732135 -0.00030027660022087326 0.00075070297534347505 8.1016932562706092e-06
leaf_weight=0.0010029699678258761 0.0017155769246638601 0.0011417457783782945 0.0012349742302812847 0.001042274889650141 0.0010764300426462021 0.0014549775562454736
leaf_count=183 921 545 912 95 146 319
internal_value=0 2.76123e-05 9.31934e-05 -4.71085e-06 0.000141841 0.000323878
internal_weight=0 0.00766598 0.0059504 0.00480866 0.00357368 0.00253141
internal_count=3121 2938 2017 1472 560 465
is_linear=0
shrinkage=0.00196078


Tree=7760
num_leaves=6
num_cat=0
split_feature=2 4 49 2 4
split_gain=1.83065e-05 2.5068e-05 3.47345e-05 3.2136e-05 5.30836e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.0060549999999999988 0.10774000000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00024268659079046252 -0.00031538543506000338 0.0002251489103544488 -0.00038760565952209992 0.00028821880909871817 0.00011992524437923752
leaf_weight=0.0010827912397475097 0.0017460920186835854 0.001232764715049032 0.0013474316876953235 0.0011806770987323554 0.0019231477957346063
leaf_count=199 488 247 211 341 1635
internal_value=0 -3.02124e-05 -8.10083e-05 1.09307e-05 -8.91702e-05
internal_weight=0 0.00743011 0.00619735 0.00445126 0.00327058
internal_count=3121 2922 2675 2187 1846
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=7
num_cat=0
split_feature=43 43 12 2 13 2
split_gain=1.05586e-05 3.61096e-05 2.95261e-05 4.80772e-05 6.10142e-05 4.60045e-05
threshold=-0.074359999999999996 -0.13868499999999997 0.098810000000000023 0.089885000000000007 -0.0044799999999999987 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.0046080558679650286 -0.015722705212522749 0.019458273386652281 -0.017392852605532017 0.0280036751831611 0.01269673146091348 -0.017172814960485363
leaf_weight=0.0015234421573949678 0.0012088894836561571 0.0010553357297072641 0.0010716048648600485 0.0010066754456137636 0.0010460336931678675 0.0010169185905698249
leaf_count=321 876 911 315 383 205 110
internal_value=0 0.00524082 -0.00254888 0.00116897 0.0078213 -0.00202726
internal_weight=0 0.00257878 0.00535012 0.00427852 0.00306963 0.00206295
internal_count=3121 1232 1889 1574 698 315
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=8
num_cat=0
split_feature=159 1 4 52 4 16 12
split_gain=2.61188e-05 4.45858e-05 6.15556e-05 5.95766e-05 7.26354e-05 3.60486e-05 1.93853e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 -0.0016099999999999997 -0.14158499999999996 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00029254973163532542 -0.00052088930601378979 0.00039342976011040234 0.00036226992230338348 0.0004081959289016613 -0.00053111717127703336 -1.716687560314227e-05 5.1793469075637745e-05
leaf_weight=0.0010222055604170313 0.0010924125931464409 0.0011732348453158802 0.0013082728109428121 0.0011549776690660009 0.0010523731170064478 0.0010464167117450816 0.0011926113449158015
leaf_count=509 615 216 176 162 162 252 1029
internal_value=0 4.02525e-05 -2.0264e-05 -0.000110619 -9.82158e-06 -0.000274871 0.000227138
internal_weight=0 0.0080203 0.00684706 0.00553879 0.00444638 0.00209879 0.00234759
internal_count=3121 2612 2396 2220 1605 414 1191
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=7
num_cat=0
split_feature=2 4 49 0 15 43
split_gain=1.27906e-05 2.38544e-05 3.21691e-05 3.09831e-05 6.53086e-05 2.82945e-06
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.0060549999999999988 -0.053834999999999994 -0.055554999999999993 -0.03898999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.010430955619499948 -0.016049158551021955 0.011743253261076418 -0.0086543656938398751 -0.012159971463335388 0.02630135538020574 -0.0046508183908170178
leaf_weight=0.0010220232901285604 0.0016312756485861758 0.0011283822650090909 0.0010639985047678361 0.0010007030718502863 0.0010739803454152558 0.0010064680107933646
leaf_count=199 488 247 660 125 1198 204
internal_value=0 -0.00155547 -0.00415328 0.000528204 0.0089051 -0.00839461
internal_weight=0 0.00690481 0.00577643 0.00414515 0.00213798 0.00200717
internal_count=3121 2922 2675 2187 1858 329
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=7
num_cat=0
split_feature=0 160 1 0 15 13
split_gain=2.60242e-05 4.88633e-05 5.26602e-05 9.31312e-05 3.17023e-05 3.11128e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 -0.15931499999999996 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.00042951800525271703 0.00041273850729815916 -0.00031158834391206155 -0.00021113140506956189 0.00053174269837927626 -0.00019025044712186494 0.00025731954634099279
leaf_weight=0.0012421985378445301 0.0010531551819615739 0.0012589184062493462 0.0012419646955992552 0.0013585415035220656 0.0013662672057924998 0.0010607567755214209
leaf_count=821 234 1291 114 322 209 130
internal_value=0 -9.12718e-05 1.75965e-05 0.000176957 0.000128642 5.3648e-06
internal_weight=0 0.00510162 0.00385942 0.00260051 0.00348018 0.00242702
internal_count=3121 2548 1727 436 573 339
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=6
num_cat=0
split_feature=13 1 47 48 16
split_gain=1.33402e-05 2.16119e-05 2.77782e-05 3.62385e-05 7.29948e-05
threshold=0.11217000000000001 0.077565000000000009 0.086380000000000012 0.086035000000000014 -0.074929999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012564247335774504 0.0079071040254923113 0.03345460766940668 -0.010218201939442449 -0.0095112730139158899 -0.0026976747905062028
leaf_weight=0.0015077219945870083 0.0016776806999148309 0.001003548569820317 0.0014728302344153162 0.0010015800913371732 0.0012593555067708852
leaf_count=1523 217 415 287 181 498
internal_value=0 -0.00213664 0.00118211 0.00632556 0.0133351
internal_weight=0 0.00624504 0.00473731 0.00326448 0.0022629
internal_count=3121 2904 1381 1094 913
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=6
num_cat=0
split_feature=0 3 1 2 43
split_gain=1.18277e-05 2.83711e-05 5.82447e-05 4.74296e-05 2.2287e-05
threshold=-0.060129999999999996 0.090900000000000009 0.094385000000000011 0.11389000000000002 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=-0.028361501876699637 0.014422355694514173 0.020153110008864883 0.0021277516952619199 -0.010048364516609381 -0.0024275974264609751
leaf_weight=0.0010502769434301332 0.0013545340650673065 0.0010708964712595158 0.0015530672261986275 0.0010107893862245101 0.0018668140553528862
leaf_count=1882 206 120 406 140 367
internal_value=0 -0.00321402 -0.0101726 0.00548839 0.00465758
internal_weight=0 0.00468503 0.00260334 0.00208169 0.00322135
internal_count=3121 2548 2288 260 573
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.17621e-05 2.44641e-05 3.7354e-05 5.187e-05
threshold=0.13524500000000003 0.083060000000000009 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01278178754051556 0.0086922991577985873 -0.011109157032712712 -0.021243843116250324 0.0067636949918042956
leaf_weight=0.0019474049662575525 0.0012984828221131251 0.0019530789603121237 0.001168958908861592 0.001522477316244274
leaf_count=652 192 228 1838 211
internal_value=0 -0.00172049 0.00223239 -0.00540069
internal_weight=0 0.00659192 0.00463884 0.00269144
internal_count=3121 2929 2701 2049
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 2
split_gain=1.67697e-05 3.41438e-05 3.66348e-05 4.26218e-05 5.16471e-05 3.13759e-05
threshold=0.078340000000000007 -0.04890499999999999 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-3.2831387386602991e-05 -0.00023883243313174878 -0.00031432393888973997 0.0001605510957402639 0.00038880112867602468 -0.00042255707077375161 0.00041677928650922605
leaf_weight=0.0010541315127115731 0.0010025371923817793 0.0015295048932805247 0.0013482695809856377 0.0010097059322790015 0.0010302290319503895 0.0013752615525957725
leaf_count=387 208 823 196 276 232 999
internal_value=0 3.15121e-05 -6.24375e-05 5.12692e-05 -9.20179e-05 0.00022169
internal_weight=0 0.0073471 0.00491771 0.0033882 0.0023785 0.00242939
internal_count=3121 2913 1527 704 428 1386
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=7
num_cat=0
split_feature=159 1 150 0 16 15
split_gain=4.73572e-05 3.48083e-05 4.35247e-05 5.68331e-05 7.08875e-05 2.41093e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.076925000000000007 -0.076234999999999983 0.16703000000000004 -0.11033999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.000401314282484459 -0.00052534349498737504 0.00036183339438401827 0.000278519357496092 0.00041048720145943449 -0.00026393830004758386 -0.00014237946352643223
leaf_weight=0.001012466474917908 0.0010382710229621655 0.0011663038128500308 0.0015852956683844828 0.0014009174334015566 0.0010469960353289877 0.0016152579093371162
leaf_count=509 226 216 374 354 295 1147
internal_value=0 4.92588e-05 -5.26066e-06 -9.34465e-05 0.000122029 -0.000292225
internal_weight=0 0.00785304 0.00668674 0.00510144 0.00244791 0.00265353
internal_count=3121 2612 2396 2022 649 1373
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=7
num_cat=0
split_feature=159 1 13 48 0 16
split_gain=4.19523e-05 3.87494e-05 6.72021e-05 5.28847e-05 5.80908e-05 5.18735e-05
threshold=-1.0000000180025095e-35 0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.084044999999999995 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.00037269658670109379 -0.000456339701465607 -3.5525104835381901e-05 -0.00036331858438296607 0.00040929842170092629 0.00017306840823628532 0.00053831840295780664
leaf_weight=0.0010276187933524689 0.0011841822283260193 0.0011953849697251711 0.0014015764711948677 0.0012596440130935097 0.0017399323584256403 0.0012276241795498677
leaf_count=509 106 185 721 380 987 233
internal_value=0 4.81343e-05 -4.17004e-05 6.98633e-05 -6.62393e-05 0.000255214
internal_weight=0 0.00800834 0.00558534 0.00440115 0.00314151 0.00242301
internal_count=3121 2612 2194 2088 1708 418
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=6
num_cat=0
split_feature=16 1 3 2 52
split_gain=1.09887e-05 3.09042e-05 6.30618e-05 3.51697e-05 4.61892e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0095604693533296974 -0.012335484023152543 0.021820798664551645 -0.0083280821724225334 -0.019378901365396117 0.012990494886959598
leaf_weight=0.001045589356473438 0.0013125515968897756 0.0016815481529344491 0.0011810809032432915 0.0011077897168302727 0.0015954737363740566
leaf_count=130 695 428 177 435 1256
internal_value=0 0.00144275 0.00938179 -0.00421651 0.00155949
internal_weight=0 0.00687844 0.00286263 0.00401582 0.00290803
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.25794e-05 2.69792e-05 2.66558e-05 3.08183e-05 2.07324e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.040804999999999994 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0098137810107599074 -0.010122694773754243 0.017365348510597629 -0.0013519523153455455 -0.0088233538206051298 0.018225943734467346
leaf_weight=0.0011224647866399174 0.0015196254511576218 0.0013101154365831313 0.0010312402011467547 0.0017853129700629291 0.001137577215640664
leaf_count=862 828 482 87 627 235
internal_value=0 0.00161481 0.00500307 0.000907098 0.00891695
internal_weight=0 0.00678387 0.00526425 0.00395413 0.00216882
internal_count=3121 2259 1431 949 322
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=7
num_cat=0
split_feature=159 160 52 3 3 16
split_gain=1.6257e-05 6.00328e-05 4.30975e-05 5.49573e-05 4.74116e-05 6.90074e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 -0.13309499999999996 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00045876249656281196 0.00021492028867996354 -0.00025644426052133073 0.00041106210231195493 -0.00043023656173460823 0.00058552371143511602 -2.1341776894772365e-05
leaf_weight=0.0010772125271831844 0.0012057367099315274 0.0012350268202287128 0.0010201517272055791 0.0010533543867016909 0.001126212705627599 0.0019992153389399372
leaf_count=684 527 188 202 128 133 1259
internal_value=0 -3.03533e-05 4.13736e-05 -2.82887e-05 6.88098e-05 0.000197335
internal_weight=0 0.00751117 0.00643396 0.00541381 0.00436045 0.00312543
internal_count=3121 2594 1910 1708 1580 1392
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=7
num_cat=0
split_feature=159 1 13 2 0 52
split_gain=4.49653e-05 3.0881e-05 4.49164e-05 0.000102364 4.52968e-05 2.86886e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00039405111230291282 -0.00067085134205647611 0.00034193498563496704 -0.00029845780966923646 0.00013001874022831389 0.00037713729886961573 0.00012668608883544907
leaf_weight=0.001004074356293033 0.001070840640605347 0.0011602192655079955 0.0010142667459973869 0.0014370094861924751 0.0016148984591631051 0.0015319144540731824
leaf_count=509 897 216 216 297 368 618
internal_value=0 4.66944e-05 -4.66969e-06 -0.000211949 0.000120256 -4.26692e-05
internal_weight=0 0.00782915 0.00666893 0.00250785 0.00416108 0.00254618
internal_count=3121 2612 2396 1194 1202 834
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=7
num_cat=0
split_feature=42 49 1 1 15 12
split_gain=1.39035e-05 2.80711e-05 3.73577e-05 3.09988e-05 3.94308e-05 1.99737e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0050851857991898886 -0.010570609714780729 -0.014965160537155926 -0.021297055396091551 0.018459242504994412 0.017245987960715536 -0.00175241306252951
leaf_weight=0.001097435009339559 0.0010767235487181212 0.0010812444356435471 0.0010505158538070664 0.0013985377367030111 0.0011777502821272321 0.0010438428056271484
leaf_count=434 630 578 142 239 264 834
internal_value=0 0.00165344 -0.00781779 0.00598063 0.000696742 0.00831936
internal_weight=0 0.00684933 0.00214795 0.00470138 0.00330284 0.00222159
internal_count=3121 2491 576 1915 1676 1098
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=6
num_cat=0
split_feature=42 160 49 42 3
split_gain=1.20347e-05 2.3601e-05 2.76348e-05 4.78405e-05 6.21779e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.084050000000000014 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0096090545901556888 -0.0093941631235903988 0.016548643148386021 0.024297522389822399 -0.016362000907930226 -0.0064799081613257543
leaf_weight=0.0011202938791129305 0.001521189493098974 0.0014411506910185553 0.0012247953852211847 0.0011880497986025869 0.0014144477752456499
leaf_count=862 828 274 264 733 160
internal_value=0 0.00157798 0.00474604 0.000301814 0.007803
internal_weight=0 0.00678963 0.00526844 0.00382729 0.00263924
internal_count=3121 2259 1431 1157 424
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=6
num_cat=0
split_feature=3 2 48 2 15
split_gain=1.26238e-05 2.38377e-05 3.24954e-05 5.87379e-05 2.53354e-05
threshold=0.13524500000000003 0.11548000000000001 0.083985000000000018 0.091055000000000011 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0088637854051751546 0.0089923406093884353 0.012380803282591453 0.0088320968358774569 -0.026181179407914729 0.01015346183719181
leaf_weight=0.0016305883686739959 0.0013022062308227968 0.0010068255854238052 0.0014031802536098644 0.0013224619769484722 0.0012282012268457188
leaf_count=435 192 328 434 644 1088
internal_value=0 -0.00178236 -0.00433585 -0.00875487 -0.000693542
internal_weight=0 0.00659126 0.00558443 0.00418125 0.00285879
internal_count=3121 2929 2601 2167 1523
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=6
num_cat=0
split_feature=0 0 150 43 1
split_gain=1.26196e-05 3.20078e-05 3.66495e-05 2.08771e-05 2.03839e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 -0.074359999999999996 0.111945
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.014265389759511119 0.014280266955996244 -0.016832759656477719 0.016974668953009135 -0.0020542123167130509 0.0045254643014967216
leaf_weight=0.0012157541797098875 0.0013511421692605375 0.0012750066726284095 0.0010787095142111027 0.0018590419093749517 0.0010992719625722877
leaf_count=287 206 1988 160 367 113
internal_value=0 -0.00332416 0.00175095 0.00482085 -0.0053427
internal_weight=0 0.00466874 0.00339374 0.00321018 0.00231503
internal_count=3121 2548 560 573 400
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=6
num_cat=0
split_feature=159 15 52 4 0
split_gain=1.29396e-05 2.73012e-05 2.69571e-05 4.12517e-05 1.95783e-05
threshold=0.076905000000000015 -0.18895499999999996 1.0000000180025095e-35 0.053180000000000012 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.015703177988175897 0.01008896527724595 -0.015235684242260464 0.020389228605073594 0.00621991399150026 0.00076800840067491906
leaf_weight=0.0011459871752924674 0.0010934576473326024 0.0017077983142235126 0.0010016679148332594 0.0018854122247542343 0.0010329618100569571
leaf_count=217 527 1097 927 278 75
internal_value=0 -0.00163445 0.00123035 -0.00397761 0.0104277
internal_weight=0 0.00677383 0.00562784 0.00359321 0.00203463
internal_count=3121 2594 2377 1375 1002
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=7
num_cat=0
split_feature=42 16 3 0 16 48
split_gain=2.59604e-05 3.38452e-05 5.95595e-05 8.01593e-05 4.93349e-05 2.37512e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 -0.13309499999999996 -0.11756999999999999 0.16703000000000004 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.00026528330474050827 -0.00047373095960450443 0.00044401982958898651 -0.00037246978880827147 0.0004452042346262571 -7.291230029056422e-05 3.0695401581413071e-05
leaf_weight=0.0012344418613284202 0.0010460888851354226 0.001561639767012445 0.0010957147800251992 0.001304656169142182 0.0013013036251316289 0.0011529309780739204
leaf_count=862 122 498 163 971 380 125
internal_value=0 4.16841e-05 -6.2499e-05 5.85674e-05 0.000209057 -0.000165758
internal_weight=0 0.00746233 0.00459939 0.0035533 0.00286294 0.00224865
internal_count=3121 2259 1381 1259 878 288
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=6
num_cat=0
split_feature=159 2 0 1 15
split_gain=4.30608e-05 4.43797e-05 5.35357e-05 0.00012718 4.495e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.15202999999999997 0.083345000000000016 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=-0.00038048747486156011 -0.0003155852919075873 -0.0001000181091823919 1.4363842920611255e-05 0.00085251419754408782 0.00017650894119257158
leaf_weight=0.0010120981195224652 0.001939457557107623 0.0017882666972615382 0.0018512665342234412 0.0011154109884830303 0.0011291575669782491
leaf_count=509 480 157 718 422 835
internal_value=0 4.93226e-05 0.000167959 0.000329491 -0.000134509
internal_weight=0 0.00782356 0.00475494 0.00296668 0.00306862
internal_count=3121 2612 1297 1140 1315
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=6
num_cat=0
split_feature=2 13 13 16 16
split_gain=1.22726e-05 2.51842e-05 2.23214e-05 5.36256e-05 1.36998e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.0064149999999999997 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.014255320985907489 0.015943390467519403 0.0057654610533926128 -0.0086392027827891568 0.018672503457038882 -0.010050501662850887
leaf_weight=0.0013404069114473158 0.0012311282060402176 0.0011256736629300104 0.0020012908438361231 0.0011219339455298496 0.0010666105247042303
leaf_count=1269 200 257 696 237 462
internal_value=0 0.00449797 -0.0034609 0.00117179 -0.00192947
internal_weight=0 0.00342341 0.00446363 0.00312322 0.00219228
internal_count=3121 919 2202 933 719
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=6
num_cat=0
split_feature=15 16 52 1 16
split_gain=2.0325e-05 3.23791e-05 4.51676e-05 5.3068e-05 5.00761e-05
threshold=-0.24436499999999997 -0.36241499999999999 -0.10925999999999998 0.094385000000000011 0.0039400000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00023081638531224075 -0.00030125026135237391 -0.00035237641780136024 -0.00028682951220523694 0.00037010264703404557 0.00021146042557135234
leaf_weight=0.0012323756221236165 0.0014736963300810632 0.0010178510083022133 0.0016543374809832533 0.0017940394339211038 0.0014594624756420504
leaf_count=253 248 541 1495 366 218
internal_value=0 -4.11566e-05 2.35277e-05 0.000101488 -5.32771e-05
internal_weight=0 0.00739939 0.00592569 0.00490784 0.0031138
internal_count=3121 2868 2620 2079 1713
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=7
num_cat=0
split_feature=0 0 150 16 15 13
split_gain=1.48774e-05 3.77169e-05 2.91871e-05 4.25517e-05 2.16069e-05 3.35442e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.081835000000000019 -0.27167499999999994 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6
right_child=4 -3 -4 -5 5 -7
leaf_value=-0.00039697517977367906 0.00033141011869673812 -0.00039722872773895364 0.00027571698716938672 0.00010450163428913034 -0.00020886214141897479 0.00026237710676000481
leaf_weight=0.0010695493012287307 0.001061867257681657 0.0010586474678418089 0.0011927402374614883 0.001660555518042001 0.0013440243918011146 0.0010226440593064656
leaf_count=181 234 1936 172 259 209 130
internal_value=0 -6.87987e-05 1.98338e-05 -9.19576e-05 9.90266e-05 -5.23834e-06
internal_weight=0 0.00498149 0.00392285 0.0027301 0.00342854 0.00236667
internal_count=3121 2548 612 440 573 339
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=7
num_cat=0
split_feature=159 4 47 52 2 3
split_gain=4.55484e-05 6.06159e-05 6.73637e-05 5.59592e-05 7.23038e-05 5.06749e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.092165000000000011 -0.088204999999999992 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00039596358263237625 -0.00054803037053528304 0.00036856800390398542 0.00033267297339711731 -9.5181871617444394e-05 -0.00037595656822166795 0.00048824898060775222
leaf_weight=0.0010091046875993362 0.0010754076102463947 0.0017517632321744003 0.0014160138126889515 0.0012262987895368038 0.0015024343402497481 0.0010733378189044102
leaf_count=509 555 318 235 1162 270 72
internal_value=0 4.59702e-05 -4.38233e-05 -0.000153127 -4.14288e-05 0.00017713
internal_weight=0 0.00804526 0.00629349 0.00487748 0.00380207 0.00229964
internal_count=3121 2612 2294 2059 1504 1234
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=6
num_cat=0
split_feature=42 16 16 49 3
split_gain=1.13069e-05 2.32878e-05 3.67646e-05 3.08998e-05 3.99579e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 -0.043469999999999995 -0.081054999999999974
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0092878734583008542 0.0097489488363648319 0.019960206302951963 -0.0039304615421593336 -0.024532723137234091 -4.7496363065329666e-05
leaf_weight=0.0011264214909006863 0.0012983936335280565 0.0014015250402638628 0.0011919319355939008 0.0010381220628249686 0.0018617867180113095
leaf_count=862 248 498 380 435 698
internal_value=0 0.00153001 0.00898025 -0.00307229 -0.00881283
internal_weight=0 0.00679176 0.00259346 0.0041983 0.00289991
internal_count=3121 2259 878 1381 1133
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=7
num_cat=0
split_feature=15 16 48 52 2 43
split_gain=2.76441e-05 3.096e-05 4.60607e-05 5.74742e-05 3.70008e-05 4.39801e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00026965807592681739 -0.00029906582320502297 -0.00044373366462653634 0.00037549570984747414 -0.00011012939866415109 -0.00025269977199062936 0.00040508694559111862
leaf_weight=0.0012404368753162589 0.0014920177636238412 0.0011735437603824159 0.0011179005100662902 0.0011259019107731955 0.0010652315647471577 0.0014669391143601507
leaf_count=253 248 557 314 1096 233 420
internal_value=0 -4.65128e-05 1.68224e-05 -6.61645e-05 5.49632e-05 0.000181362
internal_weight=0 0.00744153 0.00594952 0.00483162 0.00365807 0.00259284
internal_count=3121 2868 2620 2306 1749 1516
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=8
num_cat=0
split_feature=159 2 150 0 16 12 15
split_gain=3.08949e-05 3.48748e-05 6.26363e-05 6.21377e-05 6.14049e-05 5.03781e-05 7.88168e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083895000000000011 -0.14920999999999998 0.15891500000000003 0.098330000000000015 -0.024814999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00031936468944053758 -0.00068054224067632958 -0.00038146519784071375 0.00053181733315977415 0.00043866257956825231 -0.00018185125620325698 0.00023507703838341468 8.6603025666713923e-05
leaf_weight=0.0010249881500955663 0.0010299147822547513 0.0010614908792342167 0.0012145872585084113 0.0014920495632016893 0.0010408750167579454 0.0010243806288967655 0.0010296869793470212
leaf_count=509 384 102 218 664 313 127 804
internal_value=0 4.24834e-05 0.000146858 1.6776e-05 0.00018367 -0.000120272 -0.000297012
internal_weight=0 0.00789299 0.004809 0.00359442 0.00253292 0.00308398 0.0020596
internal_count=3121 2612 1297 1079 977 1315 1188
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=8
num_cat=0
split_feature=50 160 12 52 0 43 16
split_gain=0.000133518 6.55305e-05 5.42904e-05 6.04547e-05 4.95888e-05 0.000105522 3.66398e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.029094999999999999 0.091820000000000013 -0.11756999999999999 -0.074359999999999996 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00042681523270325764 -0.00069093927886063641 -0.00043234174576026256 -0.0003390342660147508 -0.00037678533952890779 0.00080717755085330325 1.4354620679444188e-05 0.0001744719524472765
leaf_weight=0.0015488387176356977 0.0010131666978070294 0.0010398880874693131 0.001052161388770341 0.0010345681898589745 0.0010519523882478005 0.0016701762613412065 0.0010852380048605242
leaf_count=625 609 269 111 273 404 714 116
internal_value=0 6.21707e-05 -1.92797e-05 5.35963e-05 0.000145222 0.000320737 -7.83079e-05
internal_weight=0 0.00848282 0.00693398 0.0058941 0.00485953 0.00272213 0.0021374
internal_count=3121 2512 1887 1618 1345 1118 227
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=7
num_cat=0
split_feature=52 0 2 0 43 1
split_gain=1.19529e-05 2.59513e-05 6.20898e-05 3.71914e-05 2.94311e-05 1.69342e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 -0.10151999999999999 -0.074359999999999996 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0012537278317158607 -0.009682733761018851 0.016018494411039738 0.027405328985203266 0.0050408994428555011 -0.015602617524469401 -0.017017504339036114
leaf_weight=0.0010059225045963311 0.0011037976524094382 0.0010166220449377935 0.0010217696939360879 0.0012546918200703242 0.0015361812279766482 0.0010232597911179753
leaf_count=153 501 181 441 760 1006 79
internal_value=0 0.00152962 0.00551699 -0.000356906 -0.00632192 -0.00795994
internal_weight=0 0.00685845 0.00482926 0.0038075 0.00279087 0.00202918
internal_count=3121 2620 2388 1947 1766 232
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=6
num_cat=0
split_feature=15 16 48 52 43
split_gain=1.40259e-05 2.48629e-05 3.90812e-05 6.025e-05 2.78304e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.010313361935119281 -0.013875819480277059 -0.023544928627809353 0.018781198787675812 -0.0067527178536176723 0.011616250550303934
leaf_weight=0.0011269108914377561 0.0013512779613862507 0.0010648012293698697 0.0010337849779768716 0.0014432958409781207 0.001924738776536033
leaf_count=253 248 557 314 1225 524
internal_value=0 -0.00172971 0.00127266 -0.00281052 0.00374464
internal_weight=0 0.0068179 0.00546662 0.00443284 0.00336803
internal_count=3121 2868 2620 2306 1749
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=6
num_cat=0
split_feature=147 52 0 42 2
split_gain=1.26322e-05 3.00562e-05 3.33887e-05 3.69646e-05 4.49468e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.14794999999999997 0.085505000000000012 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010138005269363395 0.010158754029027937 -0.017500119057694746 0.00054906388903980426 -0.0097639972603940518 0.025163580331137747
leaf_weight=0.0018078452325359685 0.0010567821538823218 0.0010119029668560165 0.0016063490012629288 0.0010677009798459804 0.0013784546786443118
leaf_count=202 183 496 983 850 407
internal_value=0 -0.001585 0.00116305 0.00620451 0.0119166
internal_weight=0 0.00687225 0.00586035 0.0040525 0.0029848
internal_count=3121 2938 2442 2240 1390
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=6
num_cat=0
split_feature=4 4 4 3 12
split_gain=1.26018e-05 2.2903e-05 2.76238e-05 2.73303e-05 2.64692e-05
threshold=0.27287000000000006 0.098655000000000007 0.0061450000000000003 0.013900000000000001 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014321903763171957 0.0073009633707687913 -0.014591029941184917 0.013250747040516792 -0.014101415464872827 -0.0081183876854238248
leaf_weight=0.0011019331764117303 0.0018138516614822986 0.0011974874236041185 0.0013123826423768661 0.0014833117805571191 0.0010050583425777928
leaf_count=376 352 195 340 219 1639
internal_value=0 -0.00219289 0.000835375 -0.00370288 0.00361764
internal_weight=0 0.00610017 0.00490269 0.0035903 0.00210699
internal_count=3121 2769 2574 2234 2015
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=8
num_cat=0
split_feature=4 3 42 16 43 4 1
split_gain=4.93205e-05 7.19097e-05 3.9401e-05 5.50299e-05 7.68748e-05 7.70089e-05 4.76765e-05
threshold=0.27834500000000006 -0.13309499999999996 -1.0000000180025095e-35 -0.25582999999999995 -0.084004999999999982 -0.033174999999999989 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.00039992749110375056 -9.4193421324176161e-05 0.00064026435342636574 -0.00041354344034763888 0.00054625473560674276 -0.00036731540086614383 -0.00011794255668041016 0.00046777418141771593
leaf_weight=0.0011969440218273803 0.001034529823480318 0.0010157362561423302 0.0010658170791972253 0.0010569833567347815 0.001668398794806424 0.0010023408719185753 0.001144261131472578
leaf_count=828 83 257 140 375 812 432 194
internal_value=0 0.000269669 -7.53863e-05 -9.96512e-06 7.83235e-05 -5.13215e-05 0.000194278
internal_weight=0 0.00205027 0.00713475 0.0059378 0.00487198 0.003815 0.0021466
internal_count=3121 340 2781 1953 1813 1438 626
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=3.53405e-05 3.64404e-05 5.21064e-05 6.58368e-05 5.91819e-05 7.38632e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00033936418383604858 -0.00053384198361348045 0.00036131614502424379 0.0003390428761805127 0.00048228833145072791 -0.00030964589597518445 -0.00014169389097143004
leaf_weight=0.0010496989779208909 0.001064292284245605 0.0011805636372794063 0.001311069344086928 0.0014652218900850413 0.0014805239394199811 0.0014522845770587461
leaf_count=509 615 216 176 1050 269 286
internal_value=0 4.34178e-05 -1.19901e-05 -9.62452e-05 9.65009e-06 0.000171681
internal_weight=0 0.00795396 0.00677339 0.00546232 0.00439803 0.00291751
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=6
num_cat=0
split_feature=52 16 4 52 4
split_gain=1.20097e-05 3.12351e-05 2.7162e-05 4.33746e-05 5.07797e-05
threshold=0.10744000000000002 0.16703000000000004 -0.080924999999999983 -0.049749999999999996 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014501462955662512 0.0087129108640490085 -0.016482106234877402 0.013419439762066363 -0.026799065925952527 0.00061947122144990357
leaf_weight=0.0012335779374531277 0.0013154940161814047 0.0011820620849120264 0.0012312385375373054 0.0010341906862542248 0.001947316957334693
leaf_count=609 553 458 441 781 279
internal_value=0 -0.00174714 0.00145092 -0.00237055 -0.00889115
internal_weight=0 0.00662839 0.00544632 0.00421275 0.00298151
internal_count=3121 2568 2110 1501 1060
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.27277e-05 4.465e-05 7.32085e-05 4.27184e-05 5.12541e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.012546248229721302 -0.014804773468558199 0.026024322530892891 -0.0034711647000037447 -0.024276798644942595 0.0051424976859163196
leaf_weight=0.0010240067702618786 0.0010268906705123422 0.0014534076533586834 0.001998697712926279 0.0013976553427573089 0.0010275885651904642
leaf_count=174 165 488 290 1915 89
internal_value=0 0.00350151 0.00894704 -0.00458035 -0.0118117
internal_weight=0 0.004479 0.00345211 0.00344925 0.00242524
internal_count=3121 943 778 2178 2004
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=6
num_cat=0
split_feature=4 0 15 49 4
split_gain=1.16082e-05 1.93287e-05 4.03848e-05 3.41481e-05 2.29802e-05
threshold=0.27287000000000006 -0.061629999999999997 -0.095244999999999982 -0.0020949999999999996 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0063834573702149598 0.007009394103944841 -0.0055392567103372328 -0.02900758643610617 -0.003531660721517792 0.013245176968734982
leaf_weight=0.0013699086335466079 0.001813965072490595 0.001231494678713137 0.0010048221248421057 0.0011044698851700612 0.0013822560153537466
leaf_count=354 352 227 395 1549 244
internal_value=0 -0.00210352 -0.00698532 -0.0156679 0.0043947
internal_weight=0 0.00609295 0.0034792 0.00210929 0.00261375
internal_count=3121 2769 2298 1944 471
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=6
num_cat=0
split_feature=1 42 16 52 42
split_gain=1.59526e-05 3.37317e-05 5.28484e-05 4.08828e-05 2.46078e-06
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996 0.090990000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00038363572400148009 0.00017216648910130993 -0.00019027664137040616 0.00014179441409036965 -0.00028037724615983845 -0.00032760092591514658
leaf_weight=0.0012872678717350239 0.0015987432168682461 0.001001758622407641 0.0016760082878862423 0.0018613183042113109 0.0010050159164817307
leaf_count=160 279 794 488 751 649
internal_value=0 -4.54135e-05 4.34481e-05 -8.03496e-05 -0.00025905
internal_weight=0 0.00683137 0.00482459 0.00353733 0.00200677
internal_count=3121 2842 1399 1239 1443
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=6
num_cat=0
split_feature=147 52 0 42 43
split_gain=1.18159e-05 2.94576e-05 2.58678e-05 3.22176e-05 4.21609e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.14794999999999997 0.085505000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0087501247363161918 0.0098792232231061441 -0.017294410812127233 -0.0029717659621068468 -0.0092640113355688287 0.021144451733909699
leaf_weight=0.0018065470365019433 0.0010468369662142039 0.0010103264813777456 0.0012519408827046676 0.0010668295947936527 0.0017220650036390488
leaf_count=202 183 496 900 850 490
internal_value=0 -0.00152704 0.00119729 0.00564451 0.0109925
internal_weight=0 0.00685771 0.00584738 0.00404084 0.00297401
internal_count=3121 2938 2442 2240 1390
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=6
num_cat=0
split_feature=1 42 48 1 0
split_gain=1.25729e-05 2.63867e-05 2.84963e-05 2.33205e-05 1.90598e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002 0.10455500000000001
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.016557114831010706 0.014147021674990226 0.015534405807465618 -0.012758399287547859 -0.0032861559419785193 0.00240964538641981
leaf_weight=0.0010082015327003138 0.0013553212729877403 0.0012101725433337276 0.0014320597923335259 0.0017687171192346909 0.0011166285849525852
leaf_count=1571 469 532 228 256 65
internal_value=0 0.00240884 -0.00107753 0.00427699 -0.00658981
internal_weight=0 0.00576627 0.0045561 0.00312404 0.00212483
internal_count=3121 1485 953 725 1636
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=6
num_cat=0
split_feature=52 0 47 150 52
split_gain=1.14995e-05 3.50412e-05 3.15692e-05 3.12636e-05 2.84008e-05
threshold=0.10744000000000002 0.10455500000000001 1.0000000180025095e-35 0.086615000000000011 -0.031059999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.025182693981385548 0.0085656682840754578 -0.018738947307713902 -0.0096649387637891288 -0.0055296397151445289 0.0034629427333743158
leaf_weight=0.0011062328917186685 0.0013040687217609629 0.0010211997956312974 0.0017576633127162353 0.0013706161693544956 0.0013208860230870859
leaf_count=608 553 147 355 293 1165
internal_value=0 -0.00171378 0.0014158 0.00654418 0.0133624
internal_weight=0 0.0065766 0.0055554 0.00379774 0.00242712
internal_count=3121 2568 2421 2066 1773
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=6
num_cat=0
split_feature=1 12 2 151 4
split_gain=1.10609e-05 2.92708e-05 3.51435e-05 4.7269e-05 3.0394e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 0.0045450000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011163103611678729 0.0077255326916246345 -0.017163474050653563 -0.011599329740932583 0.0051428189471064076 0.027052233011746526
leaf_weight=0.0016121745099161012 0.0014965151168608573 0.0010412337593098493 0.0010382400598013771 0.0016531859136038323 0.001026229431662505
leaf_count=1067 279 414 327 719 315
internal_value=0 -0.00182813 0.00116778 0.00651511 0.0135342
internal_weight=0 0.00637106 0.00532983 0.00371766 0.00267942
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=7
num_cat=0
split_feature=159 1 4 52 2 4
split_gain=4.41386e-05 4.01145e-05 4.97274e-05 5.08488e-05 7.9545e-05 8.90003e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.27834500000000006 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00039085912142639571 -0.00048680776852571032 0.00037619522425907389 0.00033048707220962621 0.00052122827827218447 -0.00038779591422192887 -0.00016727387831620981
leaf_weight=0.0010230966369399862 0.0010500450859361578 0.0011749578282808839 0.0012782473729382677 0.0014599083290215782 0.0014067343788518967 0.0014278063537429529
leaf_count=509 615 216 176 1050 269 286
internal_value=0 4.23038e-05 -1.69327e-05 -0.000100025 -5.4524e-06 0.000180804
internal_weight=0 0.0077977 0.00662274 0.00534449 0.00429445 0.00288771
internal_count=3121 2612 2396 2220 1605 1336
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=6
num_cat=0
split_feature=457 1 4 4 2
split_gain=1.12333e-05 2.61405e-05 3.91111e-05 2.29117e-05 1.61018e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.24564500000000003 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.011296324395386338 0.0093618530539072604 -0.0033037256961701345 -0.017900591072206817 0.015785505619056249 -0.0049731945864551434
leaf_weight=0.0010228836592770236 0.0010990882828349922 0.0012194232755758923 0.001729704303021619 0.001298043405305102 0.0015009006357334462
leaf_count=1266 289 193 634 261 478
internal_value=0 -0.00153753 -0.00631768 0.00653897 0.0016208
internal_weight=0 0.00677096 0.00425349 0.00251747 0.00252378
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=7
num_cat=0
split_feature=42 13 16 4 1 52
split_gain=2.03963e-05 3.94058e-05 3.56601e-05 6.7794e-05 4.33057e-05 2.46855e-05
threshold=0.092620000000000022 0.11217000000000001 -0.49446999999999991 0.055260000000000011 0.094385000000000011 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00030039589906660509 -0.00024479657942540428 0.00033176216372012533 -0.0002801736475940154 -0.00053491031899031375 0.0003210183099146121 0.00010565921891248032
leaf_weight=0.0010210939223995819 0.0011498287519867032 0.0014026554648822881 0.0015636418276188629 0.0010863357593008265 0.0012428542921657667 0.001076411794829936
leaf_count=190 630 166 855 269 354 657
internal_value=0 3.59271e-05 -3.33436e-05 -0.000101921 1.92177e-05 -0.000122861
internal_weight=0 0.00739299 0.00599034 0.00496924 0.00388291 0.00264005
internal_count=3121 2491 2325 2135 1866 1512
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=5
num_cat=0
split_feature=160 16 0 2
split_gain=9.67232e-06 2.81117e-05 4.12754e-05 3.47662e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.096540000000000015
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0066016229268090797 -0.0029296767678006395 -0.019552509338612006 0.017995569849577155 0.0047636481923649544
leaf_weight=0.0017375871554824373 0.0019467321341195293 0.0011135022388378401 0.0018276251036191474 0.0012458700960680991
leaf_count=970 264 447 1065 375
internal_value=0 0.00185026 0.00720278 -0.00671233
internal_weight=0 0.00613373 0.00377436 0.00235937
internal_count=3121 2151 1329 822
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=7
num_cat=0
split_feature=159 15 0 48 3 12
split_gain=4.50716e-05 6.38865e-05 4.67485e-05 9.81237e-05 4.32482e-05 2.48465e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18113999999999997 0.088965000000000002 0.10542000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00038309455713942693 0.00051110030314554481 -0.00032639513322998428 -1.6774854152109264e-05 0.00060993957911435878 0.00029161858897062926 -0.00035185922632786942
leaf_weight=0.0010498109443334213 0.0010057651809469064 0.0014834372649301176 0.0019168392887474195 0.001034755160071032 0.0010346012624491501 0.0015297532372845464
leaf_count=509 224 132 389 348 74 1445
internal_value=0 4.90053e-05 -1.73947e-05 6.57067e-05 -5.99625e-05 -0.0001655
internal_weight=0 0.00800515 0.00699939 0.00551595 0.00448119 0.00344659
internal_count=3121 2612 2388 2256 1908 1834
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=7
num_cat=0
split_feature=457 15 1 15 16 16
split_gain=2.08541e-05 3.50375e-05 4.00714e-05 0.000105044 7.12275e-05 1.68404e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 -0.50690499999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00024344866040446693 0.00023704411647075009 -0.00034781628976262972 1.4695956050069801e-05 0.00067336387647939705 -0.00037367518634026631 0.00037199907486829535
leaf_weight=0.0016332559384507677 0.0012181291576166204 0.0011908213238421526 0.0010171773265285626 0.0010062964464820482 0.0014726835855444448 0.0010114434689405395
leaf_count=761 289 1167 95 259 342 208
internal_value=0 -4.00042e-05 1.9686e-05 0.000115029 -4.54405e-05 0.000192843
internal_weight=0 0.00733168 0.00614086 0.0045076 0.0035013 0.00202862
internal_count=3121 2832 1665 904 645 303
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=6
num_cat=0
split_feature=43 3 12 2 16
split_gain=1.0443e-05 3.60465e-05 3.17801e-05 4.715e-05 3.2848e-05
threshold=-0.074359999999999996 -0.077774999999999983 0.098810000000000023 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0047032453378543114 -0.015455012380596709 0.019303947001311481 -0.017934934913049715 0.01594001097003862 -0.005571270723838867
leaf_weight=0.0015155100832788646 0.0011991701828045417 0.0010649071034523265 0.0010717770120028348 0.0019131965170148086 0.0011286293192795469
leaf_count=879 876 353 315 359 339
internal_value=0 0.00520423 -0.00254989 0.0013382 0.00795853
internal_weight=0 0.00258042 0.00531277 0.004241 0.00304183
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=7
num_cat=0
split_feature=159 47 4 52 2 3
split_gain=5.22191e-05 4.52537e-05 5.13517e-05 4.79099e-05 8.38139e-05 5.55406e-05
threshold=-1.0000000180025095e-35 0.092165000000000011 0.27834500000000006 -0.088204999999999992 0.10097500000000002 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00041989243368641479 -0.00049522274277354744 0.00033347440335158819 0.00031727874959098666 -6.7535016521481987e-05 -0.00038427492609259642 0.0005558025891180524
leaf_weight=0.0010074085284474564 0.0010313037393400166 0.0017361648580849895 0.0013089279320078169 0.0011770058481757762 0.0014420019467065166 0.001030940795090543
leaf_count=509 555 274 279 1162 270 72
internal_value=0 5.47376e-05 -2.60501e-05 -0.000122048 -1.6607e-05 0.000223516
internal_weight=0 0.00772635 0.00599018 0.00468125 0.00364995 0.00220795
internal_count=3121 2612 2338 2059 1504 1234
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=7
num_cat=0
split_feature=159 2 150 0 16 15
split_gain=4.03157e-05 4.19474e-05 6.7722e-05 5.47943e-05 5.58662e-05 3.71836e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.083895000000000011 -0.14920999999999998 0.15891500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00037057834768570167 -0.00029910178521966286 -0.00035191439202327321 0.00056345906770876154 0.00043077406628674376 -0.00016328622266387969 0.00014894941682863346
leaf_weight=0.0010152174988474569 0.0019345052987632871 0.0010491413485999783 0.0011972831052523324 0.0014532822493489566 0.0010471663065673002 0.0011269885608264293
leaf_count=509 480 102 218 664 313 835
internal_value=0 4.47867e-05 0.000160202 2.41832e-05 0.000181987 -0.000134166
internal_weight=0 0.00780837 0.00474687 0.00354959 0.00250045 0.00306149
internal_count=3121 2612 1297 1079 977 1315
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=7
num_cat=0
split_feature=11 43 13 2 43 15
split_gain=1.48621e-05 3.87822e-05 3.37062e-05 3.32257e-05 3.81209e-05 4.45358e-05
threshold=0.078340000000000007 -0.052894999999999991 -0.00096999999999999983 0.089885000000000007 0.0034250000000000005 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00046506415613590933 -0.00022623034602439068 -0.00031012800693259622 7.8454465325599296e-06 0.00013335108840949436 0.00035302239438394893 -0.000399897377904508
leaf_weight=0.0011849796122461935 0.0010251620573010559 0.0015698651107845722 0.0012999360858024643 0.0013836234376284294 0.0010160711922156136 0.00106614660927244
leaf_count=1034 208 825 332 203 276 243
internal_value=0 2.54348e-05 0.000225879 -7.34762e-05 3.3716e-05 -9.87201e-05
internal_weight=0 0.00752062 0.00248492 0.00503571 0.00346584 0.00244977
internal_count=3121 2913 1366 1547 722 446
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=6
num_cat=0
split_feature=159 15 16 52 1
split_gain=4.12501e-05 3.81843e-05 6.93311e-05 7.90307e-05 4.77094e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 1.0000000180025095e-35 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0003721536920209752 0.00033477139426937381 -0.00047532314026924022 -0.00030808437427987573 0.00043645926927259781 0.00013820137145661735
leaf_weight=0.0010226308822561363 0.0014417420138602838 0.0010642025090880965 0.0018422020998039058 0.0016041404341231059 0.0018416127577058176
leaf_count=509 321 201 1031 657 402
internal_value=0 4.66924e-05 -1.86926e-05 7.32044e-05 -8.49772e-05
internal_weight=0 0.0077939 0.00635216 0.00528796 0.00368381
internal_count=3121 2612 2291 2090 1433
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.03017e-05 2.05877e-05 3.54929e-05 6.31551e-05 2.75036e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.005154964183631745 -0.0090131212829378457 0.010433613270254613 -0.015558338448018395 0.024026746847542857 -0.015554659809513005
leaf_weight=0.0012895627369340474 0.0010979420680316187 0.0018495266409342456 0.0013800874140430302 0.0010443964349606026 0.0012756164179955252
leaf_count=578 501 558 294 254 936
internal_value=0 0.00142191 -0.00191848 0.0032966 -0.00514355
internal_weight=0 0.00683919 0.00498966 0.00360958 0.00256518
internal_count=3121 2620 2062 1768 1514
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 13
split_gain=1.63355e-05 3.06294e-05 3.51578e-05 4.73672e-05 4.7435e-05 4.65879e-05
threshold=0.11434500000000002 -0.23438999999999996 0.097915000000000016 0.087000000000000008 0.084050000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00035015615761284781 -0.00021058414183554823 0.00056677675751969417 -0.00031250021772437662 -0.00028598021236741128 -0.00011498641348655303 1.974972703789382e-05
leaf_weight=0.0010360090503471666 0.0011831605705170624 0.0013821916620471652 0.0012205935425037701 0.0011826768989704689 0.001481457721384776 0.0010557899646481065
leaf_count=137 501 746 137 233 941 426
internal_value=0 3.76431e-05 -1.35638e-05 5.79516e-05 0.000161732 0.000329882
internal_weight=0 0.00735872 0.00632271 0.00510212 0.00391944 0.00243798
internal_count=3121 2620 2483 2346 2113 1172
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=6
num_cat=0
split_feature=11 13 12 2 49
split_gain=1.74164e-05 3.70789e-05 4.04807e-05 7.50069e-05 5.66001e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 0.11215000000000001 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025880095326885909 -0.0002428921547070823 -0.00013465234719254397 -0.00031397365694043179 -0.0003559363648639547 0.00045051497517508077
leaf_weight=0.0019963372549946087 0.0010234409527328662 0.0010085341316274487 0.0016165806505349023 0.0011899027272659502 0.00171815255683025
leaf_count=861 208 165 1452 180 255
internal_value=0 2.97247e-05 -5.29247e-05 5.48238e-05 0.000234076
internal_weight=0 0.00752951 0.00553317 0.00391659 0.00272669
internal_count=3121 2913 2052 600 420
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=7
num_cat=0
split_feature=484 15 15 0 3 43
split_gain=1.10019e-05 2.33657e-05 4.36227e-05 4.42407e-05 2.72547e-05 2.01005e-06
threshold=0.073690000000000019 -0.13578499999999996 -0.03241999999999999 -0.11013499999999998 0.10542000000000001 -0.025214999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.012063913100499691 0.0097627719530304011 -0.0015992796003929503 -0.0097797524769573079 0.026105736734672459 0.0070242988141095801 -0.016114500126847561
leaf_weight=0.0015930936539519085 0.0010046539997446745 0.0011650691618212488 0.0010028347425729701 0.0011406898386336036 0.0010374946393507862 0.0010007543187844686
leaf_count=359 394 192 635 650 81 810
internal_value=0 -0.00143375 0.00173351 0.0121068 -0.00613152 -0.0129438
internal_weight=0 0.00693994 0.00534684 0.00230576 0.00304108 0.00200359
internal_count=3121 2727 2368 842 1526 1445
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=1.08903e-05 2.67195e-05 2.85355e-05 3.98571e-05 3.33544e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0090556184133172273 -0.010152838539278309 0.017671418059464532 0.0040684829905785298 0.014107748734173765 -0.018869801737191431
leaf_weight=0.0011408165437341673 0.0015248121187360656 0.0013100222319049944 0.001332684955055882 0.0014128690612910714 0.0012089959471218148
leaf_count=862 828 482 466 180 303
internal_value=0 0.00150377 0.00487995 0.000642524 -0.00684252
internal_weight=0 0.00678938 0.00526457 0.00395455 0.00254168
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=7
num_cat=0
split_feature=159 1 13 2 3 52
split_gain=4.5867e-05 2.63117e-05 4.12307e-05 0.000101586 5.24753e-05 5.66231e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.12018999999999998 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00039665883914944333 -0.00065431123243029211 0.00031535800384969607 0.00048435796014120139 0.0001387515148390503 -0.00036596231394720331 0.00018596467515257141
leaf_weight=0.0010162787520670733 0.0010810871284094167 0.001184181565034431 0.0011056077269228151 0.0014590813314626983 0.0011182218987048388 0.0019801191585095681
leaf_count=509 897 216 206 297 328 668
internal_value=0 4.57902e-05 -1.54248e-06 -0.000198773 0.000117631 -1.32312e-05
internal_weight=0 0.0079283 0.00674412 0.00254017 0.00420395 0.00309834
internal_count=3121 2612 2396 1194 1202 996
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 12
split_gain=1.10677e-05 2.68071e-05 3.17374e-05 2.88257e-05 2.58745e-05 1.93433e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.020462563968938242 -0.0094532127183575634 0.016957825609597712 0.0038876369697173167 0.017649662573876825 -0.011101705864859826 -0.0022378784285371086
leaf_weight=0.0010301272302752243 0.0010748647720841597 0.0010407348842759105 0.0011142178725218779 0.0014095194898469839 0.0012062531336511366 0.0010592491065642175
leaf_count=324 630 267 252 239 401 1008
internal_value=0 0.00146016 -0.00781002 0.00567548 0.000570637 0.00727536
internal_weight=0 0.0068601 0.00214435 0.00471576 0.00330624 0.00209998
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.23674e-05 2.70507e-05 4.4473e-05 7.65064e-05 5.85901e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.013461525901962625 0.009791577889621492 -0.01593164934128196 0.0091147184966164762 0.02755945239772328 -0.019669987101680227
leaf_weight=0.0015243212802173063 0.0011061366907499223 0.0011047665643941287 0.0018012862500383676 0.0012206713595641024 0.0011641385622590907
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00160814 0.00116296 0.0064883 -0.00218531
internal_weight=0 0.00681518 0.00571042 0.0041861 0.00296542
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.1715e-05 2.3582e-05 2.52342e-05 4.36536e-05 5.75636e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0094287471078965332 -0.0094223543589721983 0.016667466358153957 -0.022754943867749098 0.014926069688468064 0.0074122093178523004
leaf_weight=0.0011322679466771552 0.0015167653314586095 0.0013247881603825852 0.001219780087411592 0.0013930957030005671 0.0013138186007993422
leaf_count=862 828 257 660 316 198
internal_value=0 0.00156098 0.00473325 0.000706883 -0.00711152
internal_weight=0 0.00676825 0.00525148 0.00392669 0.0025336
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=7
num_cat=0
split_feature=159 15 16 2 0 43
split_gain=4.67204e-05 4.43703e-05 7.92963e-05 7.11703e-05 4.70498e-05 6.10312e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.36241499999999999 0.10981000000000002 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00039900773429404619 0.00036217406685946441 -0.00050987798630723494 0.00050077860938464681 0.00052598421591096506 -0.000287971427990881 -0.00012196340702960842
leaf_weight=0.0010122157306160983 0.0014201646061204149 0.0010630692581836453 0.0010259745485000139 0.0010802046417165683 0.0017174603624745409 0.0014747992164354691
leaf_count=509 321 201 666 307 233 884
internal_value=0 4.88092e-05 -2.11475e-05 7.69105e-05 -3.80882e-05 0.000133525
internal_weight=0 0.00778167 0.00636151 0.00529844 0.00421823 0.00250077
internal_count=3121 2612 2291 2090 1783 1550
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=8
num_cat=0
split_feature=150 150 1 12 1 15 12
split_gain=2.78698e-05 4.91549e-05 2.73238e-05 4.87592e-05 3.51984e-05 4.83463e-05 1.46332e-05
threshold=0.11456000000000001 0.081835000000000019 0.12500000000000003 0.098810000000000023 0.080585000000000004 -0.10091499999999999 0.082095000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=2.9266868262745834e-05 -0.00030996196633533449 0.00043466313892146267 0.00023884833026889841 -0.00047334886600099092 9.7605194902242415e-05 -0.00045439581269571451 0.00036054479662958773
leaf_weight=0.0010471605947094873 0.0010276648469453049 0.0010206725619187123 0.0012174306786440431 0.0010175114425356943 0.001325081282764626 0.0011304246058998087 0.0010043058659394615
leaf_count=154 124 296 227 393 176 617 1134
internal_value=0 3.365e-05 -2.70602e-05 -8.56585e-05 1.86799e-06 -0.000156516 0.000191446
internal_weight=0 0.00776259 0.00674191 0.00552448 0.00450697 0.00245551 0.00205147
internal_count=3121 2997 2701 2474 2081 793 1288
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=7
num_cat=0
split_feature=1 16 3 12 48 52
split_gain=1.66791e-05 4.55498e-05 6.21158e-05 6.69091e-05 4.37704e-05 3.42953e-05
threshold=0.094385000000000011 -0.5315899999999999 0.11296500000000002 0.090995000000000006 0.083685000000000009 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00045536617283091924 -0.00028793149615063003 0.00068584130317277179 -0.00016913646618000247 4.0764009481259492e-05 0.00024790384001819823 -1.6539668022629843e-05
leaf_weight=0.0013393304075788389 0.0010616748010033039 0.001206563470374553 0.0013375385340058492 0.0012677055250274855 0.0010019308448046102 0.0014009066484191113
leaf_count=972 97 341 190 315 323 883
internal_value=0 7.12574e-05 0.0001713 0.000355332 -0.000102794 -0.000231022
internal_weight=0 0.00487348 0.00381181 0.00247427 0.00374217 0.00274024
internal_count=3121 943 846 656 2178 1855
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=7
num_cat=0
split_feature=484 15 15 47 3 52
split_gain=1.53188e-05 2.28775e-05 4.09585e-05 4.45392e-05 2.39091e-05 3.61536e-05
threshold=0.073690000000000019 -0.13578499999999996 -0.03241999999999999 0.086380000000000012 0.10542000000000001 0.0046550000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00023789290243569834 0.00021386523362462918 0.0004631054421521832 -0.00049292992835747729 -6.6690134616022322e-05 0.00011072868653941867 2.0097044428614702e-05
leaf_weight=0.0016827136808519935 0.0010711103374577008 0.0012954684359772809 0.0010928999806678521 0.0011531170416028747 0.001106262417234325 0.001021950916233028
leaf_count=359 394 632 726 210 81 719
internal_value=0 -3.7125e-05 2.2461e-05 0.000213608 -0.000122843 -0.000245022
internal_weight=0 0.00735241 0.0056697 0.00244859 0.00322111 0.00211485
internal_count=3121 2727 2368 842 1526 1445
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=7
num_cat=0
split_feature=47 4 16 151 1 13
split_gain=2.21354e-05 4.14158e-05 5.39665e-05 5.24719e-05 7.06444e-05 3.96793e-05
threshold=0.11669500000000001 0.24564500000000003 -0.5315899999999999 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031421830678710246 -0.00027461174334219966 -8.8483543992834597e-05 0.000508477672968386 -0.00021478768940779572 -0.0004526283179947796 0.00029017677510921554
leaf_weight=0.0011273861148469325 0.0010127244293855128 0.0010283341513771529 0.0013421005709630159 0.0011047722834456211 0.0018263473273213535 0.0013049670139636971
leaf_count=443 133 85 311 791 748 610
internal_value=0 3.36707e-05 0.000249506 -6.17196e-05 -0.000161771 5.86701e-05
internal_weight=0 0.00773391 0.00237043 0.00536347 0.00423609 0.00240974
internal_count=3121 2988 396 2592 2149 1401
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=6
num_cat=0
split_feature=484 15 15 0 43
split_gain=1.35845e-05 2.1431e-05 3.74712e-05 4.03759e-05 2.34761e-05
threshold=0.073690000000000019 -0.13578499999999996 -0.03241999999999999 -0.10836499999999999 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011782136029767937 0.010814879078757113 -0.0017135542209041352 0.0061010418972799801 0.024781764787818735 -0.012298622076704957
leaf_weight=0.0015943682763270147 0.001008396335274238 0.0011938790909290526 0.0010675237811769872 0.0011098015004392266 0.0019788396739481018
leaf_count=359 394 199 364 643 1162
internal_value=0 -0.00160589 0.00142673 0.0110506 -0.00585091
internal_weight=0 0.00694441 0.00535004 0.00230368 0.00304636
internal_count=3121 2727 2368 842 1526
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=7
num_cat=0
split_feature=47 43 52 2 3 0
split_gain=1.98843e-05 3.53409e-05 6.57118e-05 3.53291e-05 4.70012e-05 2.05303e-05
threshold=0.11669500000000001 -0.20207499999999998 0.089325000000000015 0.089885000000000007 0.0068900000000000012 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00037105617141505146 -0.0002661694661366999 8.9785031921992144e-05 -0.00039382504554834628 0.00052189496673214883 2.1836173350979292e-05 -0.00029326260749820102
leaf_weight=0.0010002023573331756 0.0010033382355325712 0.0010136323430803352 0.0014475061375091936 0.0011743081102673922 0.001878871948373613 0.001146365964439302
leaf_count=189 133 146 685 654 237 1077
internal_value=0 2.73836e-05 -2.4224e-05 7.84005e-05 0.000214168 -0.000113508
internal_weight=0 0.00766089 0.00666068 0.00521318 0.00305318 0.00216
internal_count=3121 2988 2799 2114 891 1223
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=6
num_cat=0
split_feature=42 160 1 1 3
split_gain=1.17579e-05 2.12926e-05 2.23181e-05 4.15201e-05 3.96373e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 0.10887500000000001 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0094242827733267906 -0.0088572293744734101 0.015938074059120601 0.017724658441319274 -0.014966747376123031 -0.0074870079021953839
leaf_weight=0.0011416946876007606 0.0015274905018510991 0.0019663240871748474 0.0010338712836609285 0.0011416633215937146 0.0011417779093205634
leaf_count=862 828 968 180 166 117
internal_value=0 0.00154154 0.0045478 0.00134218 0.00733274
internal_weight=0 0.00681113 0.00528364 0.00424977 0.0031081
internal_count=3121 2259 1431 1251 1085
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=7
num_cat=0
split_feature=159 15 51 43 1 42
split_gain=3.08004e-05 4.94812e-05 4.61033e-05 3.77872e-05 3.795e-05 3.27411e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.081440000000000026 -0.072864999999999985 0.095695000000000016 0.084050000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0003251054894812812 0.00044081389875000305 0.00032517543822843333 0.00032383823811866727 -5.004658925865162e-05 -0.00047360216634095771 -0.00012741218623089521
leaf_weight=0.0010090790181217857 0.0010247023593477822 0.0011849839775312553 0.001233018844721618 0.0019147646861622371 0.0014138221066276567 0.0012765719511649378
leaf_count=509 224 428 329 954 263 414
internal_value=0 3.83036e-05 -2.0424e-05 -9.37351e-05 -0.000229952 9.04618e-05
internal_weight=0 0.00804786 0.00702316 0.00579014 0.00332859 0.00246156
internal_count=3121 2612 2388 2059 1217 842
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=7
num_cat=0
split_feature=484 42 15 15 15 3
split_gain=1.27527e-05 1.97358e-05 2.72634e-05 5.60989e-05 3.64836e-05 2.23004e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.095869999999999983 -0.03241999999999999 1.0000000180025095e-35 -0.049509999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.014321979620779961 0.010454495725606 -0.019094588653617007 0.023593424362565514 -0.013120691150568964 0.011383162451852176 0.0010312134826389431
leaf_weight=0.0010315962901269495 0.0010124647837430273 0.0010065161314244809 0.0012095872424394507 0.0014243189936417335 0.0010596715349038854 0.0012153618894537787
leaf_count=806 394 164 511 340 674 232
internal_value=0 -0.00155858 0.000667228 0.00593264 -0.00266734 -0.00808582
internal_weight=0 0.00694705 0.00591546 0.00369358 0.00248399 0.00222188
internal_count=3121 2727 1921 1525 1014 396
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=8
num_cat=0
split_feature=484 160 12 1 0 3 3
split_gain=2.23149e-05 3.74964e-05 3.10835e-05 4.85526e-05 7.79024e-05 9.5657e-05 3.89249e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 -0.15599999999999997 -0.077774999999999983 -0.083924999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.0003861249575731119 0.00026842553486966839 -0.00030223790704634815 0.00014852746657365316 -0.00020469308306030222 2.7546210205389723e-05 0.00084382398304090524 -0.00035542885297862157
leaf_weight=0.0010549217186406985 0.0010024558798974936 0.0010297893083670477 0.0010173489602073918 0.0010974733066644038 0.0011071201710437639 0.0011007029390915739 0.0014003267151212122
leaf_count=632 368 301 604 92 183 176 765
internal_value=0 -4.23344e-05 1.13728e-05 6.78038e-05 0.000222265 0.000434499 -0.000143366
internal_weight=0 0.00780768 0.00675276 0.00572297 0.0033053 0.00220782 0.00241768
internal_count=3121 2753 2121 1820 451 359 1369
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=6
num_cat=0
split_feature=15 151 0 15 15
split_gain=1.23068e-05 2.54722e-05 2.64022e-05 4.00723e-05 3.66211e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.041630000000000007 1.0000000180025095e-35 -0.040804999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0096143346963554321 0.01024546743435371 -0.01127590434401271 0.0065915739869250971 -0.026350495281728267 0.012312670146957213
leaf_weight=0.0011337519531251714 0.0014269514706668363 0.0019116222436620554 0.0014817616010196766 0.0010003128606004118 0.0010037280826721878
leaf_count=253 516 813 206 1141 192
internal_value=0 -0.00163656 -0.00477789 -0.00908031 -0.00315458
internal_weight=0 0.00682438 0.00539742 0.00391566 0.00291535
internal_count=3121 2868 2352 2146 1005
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.11756e-05 2.41548e-05 6.45466e-05 5.61374e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0092526073565581974 -0.0094761222657716807 -0.0081412812107224605 -0.016435826754714559 0.01987241856810263
leaf_weight=0.0019409095255966801 0.0010821717601945868 0.001219512787959314 0.001971871452326422 0.0017302779506742734
leaf_count=882 501 751 333 654
internal_value=0 0.00145799 -0.00369325 0.0082909
internal_weight=0 0.00686257 0.00391278 0.00294979
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=7
num_cat=0
split_feature=15 52 47 49 4 16
split_gain=2.1459e-05 2.55456e-05 4.54301e-05 4.38808e-05 6.94831e-05 6.73003e-05
threshold=-0.24436499999999997 -0.10925999999999998 0.092710000000000015 -0.069799999999999987 -0.046564999999999988 0.11346000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00023584097555870125 -0.00033130057683560568 -0.0002758696008426354 -0.00033039384864365367 -0.00043809281038951304 0.00043930630808221451 0.00026686662100112405
leaf_weight=0.0012279363148804956 0.0010253224007615415 0.0010345957573152237 0.0012652599700258525 0.0010065911289842573 0.0019816455247933609 0.0010784995083771216
leaf_count=253 541 243 233 1053 736 62
internal_value=0 -4.40688e-05 2.18907e-06 8.46781e-05 0.000176403 -7.34572e-05
internal_weight=0 0.00739191 0.00636659 0.00510133 0.00406674 0.00208509
internal_count=3121 2868 2327 2094 1851 1115
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=6
num_cat=0
split_feature=15 151 48 12 3
split_gain=1.27047e-05 2.18419e-05 2.20658e-05 4.11585e-05 2.26817e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.093265000000000015 0.090455000000000021 0.083060000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0097702419779478397 0.0093502522508391757 -0.0081220312039731856 0.0086587389754401133 0.0042338997329670874 -0.027178948005241101
leaf_weight=0.0011336879852090129 0.0014240613582765325 0.0015928055973398812 0.0010209039558899532 0.0017433896511730353 0.0010274155270391309
leaf_count=253 516 1086 222 900 144
internal_value=0 -0.00166327 -0.00457605 -0.00767244 -0.0155944
internal_weight=0 0.00680858 0.00538451 0.00436361 0.00262022
internal_count=3121 2868 2352 2130 1230
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=7
num_cat=0
split_feature=15 1 52 16 13 2
split_gain=4.76717e-05 5.16963e-05 5.8555e-05 5.70157e-05 4.27034e-05 5.12803e-05
threshold=-0.24436499999999997 0.13146500000000003 -0.088204999999999992 -0.0094449999999999968 -0.086589999999999986 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.00034002419167395483 -0.00052821462570861951 0.000351098735368642 -0.00047269369587354352 0.00024022894954296351 0.00028430177960554536 -0.00026069962161624619
leaf_weight=0.0013400243830625777 0.0011310998840554053 0.0010284477464629774 0.0012577009302972226 0.001883206361341011 0.0011284053365069166 0.001611996373620424
leaf_count=253 625 101 422 465 418 837
internal_value=0 -5.94368e-05 -0.000119646 -4.10701e-05 -0.000173569 -3.62864e-05
internal_weight=0 0.00804086 0.00701241 0.00588131 0.0039981 0.0027404
internal_count=3121 2868 2767 2142 1677 1255
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=6
num_cat=0
split_feature=15 16 48 52 16
split_gain=1.06566e-05 2.16548e-05 3.31597e-05 6.15376e-05 2.83649e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 -0.0094449999999999968
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0089363343657182463 -0.012929680958495123 -0.023340467446155352 0.017408492592973918 -0.0042567554269876623 0.014145508617316026
leaf_weight=0.0011361990473930774 0.0013380034127898083 0.0010735521283777197 0.0010321610869934604 0.0018343900914956066 0.001541450402981058
leaf_count=253 248 557 314 1332 417
internal_value=0 -0.00152396 0.00126008 -0.00248599 0.00414595
internal_weight=0 0.00681956 0.00548155 0.00444939 0.00337584
internal_count=3121 2868 2620 2306 1749
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=7
num_cat=0
split_feature=159 15 0 2 47 3
split_gain=5.30724e-05 5.38075e-05 2.98113e-05 6.84477e-05 2.41439e-05 3.70005e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.18901999999999997 0.11144000000000001 0.092165000000000011 -0.047929999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00042400521595093723 0.00047526720540159696 -0.00027681882309552925 -0.00034019005959225575 0.00045289432889883933 0.00017419013794133098 8.6305591957695706e-05
leaf_weight=0.0010197032755864316 0.0010047109631895011 0.0013086439971575388 0.0017896708817220048 0.001267142339581191 0.0011841872418176655 0.0013890493754237247
leaf_count=509 224 120 1482 325 197 264
internal_value=0 5.11693e-05 -1.02393e-05 5.17242e-05 -6.47898e-05 -0.000153818
internal_weight=0 0.0079434 0.00693869 0.00563005 0.00436291 0.00317872
internal_count=3121 2612 2388 2268 1943 1746
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=7
num_cat=0
split_feature=150 150 0 16 16 16
split_gain=1.96819e-05 5.38277e-05 3.11426e-05 6.85357e-05 6.82016e-05 3.19173e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.056919999999999991 0.38525000000000004 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00046831387033054536 -0.0002601366183230932 0.0004525555838576817 0.00038919547977628836 -0.00033390162601959104 0.00029360023430196187 1.0587406486834823e-05
leaf_weight=0.0010610327894918872 0.0010012285056525102 0.0010160282479540952 0.0015831492507859574 0.0019243357292010618 0.0010183142737279236 0.0010793237890795878
leaf_count=151 124 296 1220 850 293 187
internal_value=0 3.21436e-05 -3.19339e-05 6.02309e-05 -0.000116752 -0.000226817
internal_weight=0 0.00768218 0.00666616 0.0045258 0.00294265 0.00214036
internal_count=3121 2997 2701 2363 1143 338
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=6
num_cat=0
split_feature=51 48 1 2 3
split_gain=1.15466e-05 2.96613e-05 3.91954e-05 4.89569e-05 4.59709e-05
threshold=0.08955500000000001 0.092065000000000022 0.111945 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0052938755930483309 -0.0090836711923873836 -0.013949402362027928 0.016568651955333413 -0.016980315620836826 0.021379452623238947
leaf_weight=0.0014375499270816517 0.0011972341839672669 0.0010421557496058864 0.0018089297193079517 0.0013123736525783207 0.0011736849247246071
leaf_count=1574 409 248 329 432 129
internal_value=0 0.00156938 0.00439064 -0.00122387 0.00669512
internal_weight=0 0.00677469 0.00573254 0.00392361 0.00261123
internal_count=3121 2712 2464 2135 1703
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=6
num_cat=0
split_feature=3 13 12 2 1
split_gain=1.19382e-05 3.43184e-05 4.84477e-05 6.08563e-05 6.67646e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0079820521376150529 0.0096724229776249497 -0.0067444178267518006 -0.021837820059980244 -0.019857601715093126 0.028366973712071471
leaf_weight=0.0015082891029395765 0.0018335579770105467 0.0011500218065049147 0.0014238651010523708 0.0010159500444995866 0.0010235887879614428
leaf_count=303 843 186 1422 163 204
internal_value=0 -0.00190067 -0.00650028 0.000346617 0.00979011
internal_weight=0 0.00644698 0.00461343 0.00318956 0.00217361
internal_count=3121 2818 1975 553 390
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=7
num_cat=0
split_feature=2 13 3 52 4 12
split_gain=1.32971e-05 2.93223e-05 3.02773e-05 2.47136e-05 4.126e-05 1.69993e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11296500000000002 -0.088204999999999992 -0.0016099999999999997 0.091840000000000019
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00033991697142687731 0.00032266297863684548 0.00015086209687367429 -0.00029854757388607291 0.00025132260592589312 -0.00032617181151719951 2.0282721616380691e-05
leaf_weight=0.0010247370656601561 0.0013054580343931275 0.0013297383088366993 0.0010172859126144074 0.0015282432194422334 0.0011947381624373237 0.0010004610666091084
leaf_count=410 200 630 89 1320 338 134
internal_value=0 8.70974e-05 -4.39284e-05 -7.02672e-05 3.94372e-06 -0.000168275
internal_weight=0 0.00365248 0.00234702 0.00474818 0.00372344 0.0021952
internal_count=3121 919 719 2202 1792 472
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=6
num_cat=0
split_feature=13 3 1 3 3
split_gain=1.57952e-05 3.5009e-05 3.64747e-05 7.37211e-05 5.75385e-05
threshold=-0.15078499999999997 0.11296500000000002 0.094385000000000011 -0.077774999999999983 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00017582278119104524 0.00013933560451133252 -0.00035711101007275618 -0.00016195162311974018 0.00046575442421932907 -0.00041575924850211637
leaf_weight=0.0015565637595010492 0.0014404681125842536 0.0011380704959840782 0.0013415654528735593 0.0015509874962190869 0.0014312932846399552
leaf_count=230 890 100 254 431 1216
internal_value=0 -4.28362e-05 1.92123e-05 0.000174624 -0.000137325
internal_weight=0 0.00690238 0.00576431 0.00289255 0.00287176
internal_count=3121 2891 2791 685 2106
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=6
num_cat=0
split_feature=2 52 0 16 4
split_gain=1.16341e-05 3.77171e-05 3.47434e-05 3.34062e-05 2.48244e-05
threshold=0.10912000000000001 0.084960000000000022 -0.10607499999999999 0.023255000000000001 0.15285000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=0.013114875386044781 0.015942247377573132 -0.017256393542038916 -0.015373810032083456 0.008432779557086165 -0.0040051939860778259
leaf_weight=0.0016913229515598152 0.0012060695413193244 0.0013304367519207947 0.0014280744066364863 0.0010037067026519033 0.0012924545777227611
leaf_count=277 372 820 1018 385 249
internal_value=0 -0.00261627 0.00210778 -0.00554775 0.00562369
internal_weight=0 0.00545354 0.0041231 0.00243178 0.00249852
internal_count=3121 2500 1680 1403 621
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=7
num_cat=0
split_feature=52 0 15 15 49 15
split_gain=2.50587e-05 6.28306e-05 4.086e-05 6.16095e-05 4.42732e-05 7.45953e-05
threshold=0.10744000000000002 0.12113000000000002 -0.016799999999999995 0.024640000000000006 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00024943553077183593 0.00022503633710865308 -0.00051253006542606721 0.00057760865859205238 -8.6815764558197339e-05 9.9784840119779461e-06 -0.00062542994914918605
leaf_weight=0.0010444177778377089 0.0014334207098048264 0.0010098016300709133 0.0010367192392593213 0.0011121574145420252 0.0019839193268724872 0.0011065288346945815
leaf_count=230 553 127 306 942 390 573
internal_value=0 -5.85495e-05 1.44055e-05 0.000233734 -9.95788e-05 -0.000217528
internal_weight=0 0.00729354 0.00628374 0.00214888 0.00413487 0.00309045
internal_count=3121 2568 2441 1248 1193 963
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=1.15054e-05 2.86289e-05 4.3398e-05 2.23896e-05 3.09736e-05
threshold=0.27834500000000006 -0.016164999999999995 -0.14794999999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013340624738253488 0.0070019345308430271 -0.023658712482759574 0.005892571311629651 0.0092018233071091953 -0.015892372046127326
leaf_weight=0.0010057719403065053 0.0017982397802263489 0.0010127363738228557 0.0011849014977066072 0.0014979304379449791 0.0014529203406581513
leaf_count=458 340 155 496 286 1386
internal_value=0 -0.00209074 -0.0051053 -0.00056206 -0.00610664
internal_weight=0 0.00615426 0.00514849 0.00413575 0.00263782
internal_count=3121 2781 2323 2168 1882
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=7
num_cat=0
split_feature=159 15 4 52 49 0
split_gain=3.27605e-05 3.72386e-05 7.68859e-05 7.04178e-05 4.26373e-05 4.47273e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.25615500000000008 -0.10925999999999998 -0.006494999999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00033105985633339767 0.00032808514014148581 -0.00039024298000653611 -0.00051415898282760914 -0.00010507123570990496 0.00055850658297725215 8.0580372614810349e-05
leaf_weight=0.0010034951133103221 0.001457190010936347 0.0010195442116496352 0.0010154255632806065 0.0013691437876005574 0.0014607983832109421 0.0015534668418921646
leaf_count=509 321 520 146 350 1139 136
internal_value=0 4.51154e-05 -1.91284e-05 7.39071e-05 0.000181865 0.000312197
internal_weight=0 0.00787557 0.00641838 0.00540295 0.00438341 0.00301427
internal_count=3121 2612 2291 2145 1625 1275
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=6
num_cat=0
split_feature=13 16 12 0 15
split_gain=1.14625e-05 2.44986e-05 5.22551e-05 6.05952e-05 2.15793e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.010045178839430614 0.0072582922041634912 -0.013904453314429186 -0.015310694840684827 0.028334870031950822 0.0084674373852544945
leaf_weight=0.0012346354123908016 0.001697706408439051 0.0013556786098631139 0.001368088912449157 0.0010150648544839974 0.0012849826392716895
leaf_count=186 217 517 1566 433 202
internal_value=0 -0.00200629 0.00128371 0.00770652 -0.00060391
internal_weight=0 0.00625845 0.00490277 0.00353468 0.00251962
internal_count=3121 2904 2387 821 388
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=6
num_cat=0
split_feature=2 13 13 2 16
split_gain=1.20337e-05 3.05317e-05 2.26338e-05 4.84275e-05 1.50404e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 -0.065999999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0036052526256006344 0.017024022565171708 0.0048932299830189109 0.0074092151481898842 -0.021260627487716521 -0.011660226641507527
leaf_weight=0.001666148830345146 0.0012337727110823633 0.0012117466958205308 0.0013469126250883461 0.0014779947489435979 0.001003394234798341
leaf_count=846 200 279 207 1149 440
internal_value=0 0.00441685 -0.0034372 -0.00808367 -0.002605
internal_weight=0 0.00344891 0.00449106 0.00314414 0.00221514
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.14968e-05 1.71828e-05 3.15206e-05 3.20607e-05 4.4876e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013469616092451162 0.0099634766821565003 0.013182319240409019 -0.0096255765633845476 -0.015443060075893342 0.015257768468814019
leaf_weight=0.0010186646985856787 0.0010063392431716531 0.0014877875760228544 0.001486247770070366 0.0015141268970456901 0.0014145800139452351
leaf_count=806 394 734 151 497 539
internal_value=0 -0.0014757 0.000594144 -0.00364792 0.00250871
internal_weight=0 0.00692141 0.00590274 0.00441495 0.00290083
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=2.76767e-05 3.71139e-05 5.32344e-05 4.42341e-05 8.79116e-05 4.57186e-05
threshold=0.11669500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00029449547210890143 -0.00030373985611674057 -8.5956359919058954e-05 0.00050682369823647525 -0.00019310353327130187 -0.00047164627477228917 0.00035048582970548454
leaf_weight=0.0011327110661273091 0.0010092651192457856 0.0010399574584736594 0.0013240070894506954 0.0010922140398042573 0.0017859775479411606 0.0013063132545161286
leaf_count=443 133 169 227 791 748 610
internal_value=0 4.16355e-05 0.000246047 -4.92433e-05 -0.000142291 0.000102952
internal_weight=0 0.00768118 0.00236396 0.00531722 0.0041845 0.00239853
internal_count=3121 2988 396 2592 2149 1401
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=7
num_cat=0
split_feature=42 49 2 4 15 4
split_gain=1.11896e-05 3.55669e-05 3.63096e-05 2.55847e-05 3.43797e-05 9.41722e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.24564500000000003 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.022716881845787542 -0.0094552359171743983 -0.011750913743295302 0.00330299225123655 0.01883470756185741 -0.0088143655302221034 0.032105270401721363
leaf_weight=0.0010308587421312028 0.0010848512892777462 0.0011954970125225566 0.0011178799854125489 0.0012166754914543286 0.0012788190991096138 0.0010039499480595068
leaf_count=324 630 632 252 224 234 825
internal_value=0 0.00147612 -0.00918006 0.00635315 0.00198717 0.00918188
internal_weight=0 0.00684368 0.00214874 0.00469494 0.00347827 0.00228277
internal_count=3121 2491 576 1915 1691 1059
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=6
num_cat=0
split_feature=0 4 43 16 1
split_gain=1.10908e-05 2.65986e-05 3.76702e-05 3.91494e-05 1.6198e-05
threshold=0.056435000000000006 -0.059649999999999988 -0.079734999999999986 -0.008904999999999998 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015077851541761132 0.0077331004399695188 -0.013786815571793213 0.0059718985257745843 0.022825960102044462 -0.009461769196274521
leaf_weight=0.0012251567646252839 0.0014971600250871875 0.0012537935744851483 0.0018049800464945208 0.0010338161252802522 0.0010910918759786214
leaf_count=1122 204 744 496 350 205
internal_value=0 -0.00182642 0.00130554 0.00612062 0.000157281
internal_weight=0 0.00640884 0.00518368 0.00392989 0.00289607
internal_count=3121 2917 1795 1051 701
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=7
num_cat=0
split_feature=52 16 16 3 2 49
split_gain=1.09583e-05 3.22077e-05 3.03681e-05 4.62761e-05 4.54127e-05 1.04087e-05
threshold=0.10744000000000002 0.16703000000000004 0.0039400000000000008 -0.13309499999999996 0.084055000000000005 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.020883242926293497 0.0084109744456194579 -0.016590016144445118 0.017232198641560167 0.018799575633538526 -0.011847795729463663 0.0020456785079433801
leaf_weight=0.0010009827572734966 0.0012912373020561637 0.0011857269330804998 0.0010114371022754542 0.0012436211437119996 0.0011247453694222731 0.0010358315813430896
leaf_count=136 553 458 250 545 287 892
internal_value=0 -0.00166198 0.00160585 -0.00198198 0.00357581 -0.00518694
internal_weight=0 0.00660234 0.00541662 0.00440518 0.0034042 0.00216058
internal_count=3121 2568 2110 1860 1724 1179
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=6
num_cat=0
split_feature=3 13 12 2 1
split_gain=1.22817e-05 2.45765e-05 3.96044e-05 5.90808e-05 4.79641e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.008124812854019994 0.0079126916639683711 -0.0042926503424448696 -0.019834336364231958 -0.019612390737723709 0.025634542124149725
leaf_weight=0.0015011474468273178 0.0018150296509715285 0.0011432985846139862 0.0014018240390128844 0.0010081897359809763 0.0010074117711945702
leaf_count=303 843 186 1422 163 204
internal_value=0 -0.00192898 -0.00584567 0.000362071 0.00972551
internal_weight=0 0.00637575 0.00456072 0.0031589 0.00215071
internal_count=3121 2818 1975 553 390
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=5
num_cat=0
split_feature=13 1 47 15
split_gain=1.30235e-05 2.01416e-05 3.24089e-05 3.97833e-05
threshold=0.11217000000000001 0.077565000000000009 0.086380000000000012 -0.033689999999999991
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.01226401401478406 0.0078188199758445123 0.016334025737723201 -0.011220763847171472 -0.0060890599342967693
leaf_weight=0.0014887200157713632 0.001672095364572055 0.0018395828983253544 0.0014706278700068274 0.0013884422668016374
leaf_count=1523 217 457 287 637
internal_value=0 -0.00212784 0.0010837 0.00668938
internal_weight=0 0.00618737 0.00469865 0.00322803
internal_count=3121 2904 1381 1094
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=7
num_cat=0
split_feature=159 1 13 2 0 3
split_gain=3.12149e-05 5.46887e-05 6.36552e-05 0.000104197 3.82626e-05 1.81307e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00032534714439935573 -0.00073517008859106661 0.00042567505182170066 -0.00018066926720787695 7.0120120495412489e-05 0.00035495385477604999 0.00015377738933420874
leaf_weight=0.0010074056956988027 0.0010779796625770299 0.0012049280131259015 0.0013872309563324357 0.001446910264486657 0.0016325047698944051 0.0011314938464061994
leaf_count=509 897 216 737 297 368 97
internal_value=0 4.12e-05 -2.81914e-05 -0.000273691 0.000121128 -3.04249e-05
internal_weight=0 0.00788105 0.00667612 0.00252489 0.00415123 0.00251872
internal_count=3121 2612 2396 1194 1202 834
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=6
num_cat=0
split_feature=52 15 3 48 3
split_gain=1.06371e-05 2.48911e-05 6.01793e-05 6.27567e-05 4.21383e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083985000000000018 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.014931348928081584 -0.0092650016375293558 -0.0058421295748619997 -0.027269248142548826 0.0032386631720008664 0.018596144972315806
leaf_weight=0.0011918620351171741 0.001072685796121851 0.0012062965567589713 0.0013517038368749271 0.0013454005659386797 0.0016997463468781324
leaf_count=118 501 751 679 418 654
internal_value=0 0.00145031 -0.00378161 -0.0120509 0.00845183
internal_weight=0 0.00679501 0.00388897 0.0026971 0.00290604
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=6
num_cat=0
split_feature=43 43 12 2 16
split_gain=1.12611e-05 2.80111e-05 2.05704e-05 5.57263e-05 3.07473e-05
threshold=-0.04890499999999999 -0.13868499999999997 0.098810000000000023 0.089885000000000007 -0.087874999999999981
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0036628803349638001 -0.01824155909163036 0.017007599582650856 -0.01545718958057561 0.017112533533352493 -0.0031777929876499337
leaf_weight=0.0015184235785295679 0.0011579807921219885 0.0011537008938526858 0.0010199966510095497 0.0015907442952125953 0.001407790519241521
leaf_count=321 781 1134 250 241 394
internal_value=0 0.00526169 -0.00273189 0.000390862 0.00758637
internal_weight=0 0.00267212 0.00517651 0.00415652 0.00299853
internal_count=3121 1455 1666 1416 635
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=6
num_cat=0
split_feature=43 43 457 2 4
split_gain=2.2242e-05 3.37155e-05 3.00551e-05 3.89771e-05 6.32462e-05
threshold=-0.04890499999999999 -0.092909999999999979 0.045365000000000009 0.11293500000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-2.8416922218939662e-05 -0.00056317035172767128 0.00040846193916943601 0.00023037894282460238 0.0001056689761269962 3.5935764448801556e-06
leaf_weight=0.0018305456454208405 0.0014870008809637872 0.0010797529995935369 0.0010006310878942987 0.0015746577746451294 0.0015419552134844851
leaf_count=465 1047 990 133 290 196
internal_value=0 0.00013367 -7.76156e-05 -0.000144561 -0.000274647
internal_weight=0 0.0029103 0.00560424 0.00460361 0.00302896
internal_count=3121 1455 1666 1533 1243
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 13
split_gain=2.03593e-05 3.24274e-05 4.60672e-05 5.70979e-05 3.75995e-05 1.96389e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00029392295030441367 -0.00024712620307089481 0.00012319728965713822 -0.00040000594482512698 -0.00032306459969485624 -8.3154618477969451e-05 0.00049179317597341176
leaf_weight=0.0014599201437279583 0.0011607424386915113 0.0010012249582373937 0.001072697754335594 0.001192290567345068 0.001381525719565662 0.0012490436026495627
leaf_count=190 501 976 329 216 330 579
internal_value=0 3.22931e-05 -3.2481e-05 4.9243e-05 0.000171469 0.000327792
internal_weight=0 0.0073567 0.00589678 0.00482408 0.00363179 0.00225027
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=6
num_cat=0
split_feature=52 0 47 150 0
split_gain=1.87802e-05 4.85969e-05 3.92024e-05 3.54502e-05 5.35247e-05
threshold=0.10744000000000002 0.12113000000000002 0.077555000000000013 0.086615000000000011 -0.079459999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=5.1240395454807407e-05 0.00020496808791619072 -0.00044114501198023413 -0.00020944991928164737 -0.00011432535638292686 0.00062096412873426815
leaf_weight=0.0017262954800739238 0.0013902271129045867 0.0010169781136317203 0.001939101610952074 0.0015056939727024843 0.00100197744471511
leaf_count=1165 553 127 362 293 621
internal_value=0 -4.39873e-05 2.14422e-05 0.000127188 0.000260475
internal_weight=0 0.00719005 0.00617307 0.00423397 0.00272827
internal_count=3121 2568 2441 2079 1786
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=7
num_cat=0
split_feature=150 150 0 2 16 16
split_gain=1.93496e-05 4.0002e-05 4.10724e-05 3.44315e-05 3.403e-05 5.11704e-05
threshold=0.11456000000000001 0.081835000000000019 -0.060129999999999996 0.10097500000000002 -0.29154999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00044885726541610494 -0.00025944297896666519 0.00039178880185028448 0.00031288091930545823 -0.00013374584591138131 0.00021173576080662024 -0.0003356580678644458
leaf_weight=0.0011140356946909456 0.001013151268295499 0.0010131815123669017 0.0018222764039388694 0.0010437307674212276 0.0014261800901488007 0.0012166902556086131
leaf_count=221 124 296 219 281 1093 887
internal_value=0 2.89484e-05 -2.65594e-05 0.00015023 -0.000161426 -4.02663e-05
internal_weight=0 0.00763609 0.00662291 0.00286601 0.00375691 0.00264287
internal_count=3121 2997 2701 500 2201 1980
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=7
num_cat=0
split_feature=147 52 0 4 47 3
split_gain=1.54369e-05 3.27838e-05 3.25795e-05 2.86197e-05 2.38589e-05 4.89374e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.062294999999999996 -0.35136499999999998 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00022345761959015084 0.00020941041449912289 -0.00035392816408476253 -3.5169103984586581e-05 0.00038509981598105304 -0.00030237790774661442 0.00033704043536436222
leaf_weight=0.0013766728256360532 0.0011394380214234615 0.0010656726390689385 0.001155243114678029 0.0013521067899414769 0.0013788519986118455 0.0010600554562260854
leaf_count=1586 183 496 188 274 282 112
internal_value=0 -3.57828e-05 1.78377e-05 0.000191464 -9.62582e-05 2.03771e-05
internal_weight=0 0.0073886 0.00632293 0.00250735 0.00381558 0.00243673
internal_count=3121 2938 2442 462 1980 1698
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=6
num_cat=0
split_feature=13 1 0 2 16
split_gain=1.17031e-05 2.16441e-05 2.7726e-05 4.08075e-05 3.29479e-05
threshold=0.11217000000000001 0.11829500000000003 -0.23001499999999997 0.097845000000000015 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0096245380818226877 0.0073810271362355281 0.010561006795125082 -0.0051358747243387551 0.0025829989324443249 -0.029455646149850002
leaf_weight=0.0010573354097777625 0.0016788615102873317 0.0011198114671823927 0.0010850643918013411 0.0018118847998216375 0.0011448106205142685
leaf_count=109 217 317 999 626 853
internal_value=0 -0.00202786 -0.0047925 -0.00856404 -0.0176216
internal_weight=0 0.00621891 0.0050991 0.00404176 0.00222988
internal_count=3121 2904 2587 2478 1852
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=0 0 150 2 1 3
split_gain=1.111e-05 3.65086e-05 3.47584e-05 2.71918e-05 2.77708e-05 2.26371e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.10097500000000002 0.10638500000000002 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -2 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=0.0054683203518291167 0.020977350596108255 -0.017697173598887696 0.017053345130838109 -0.0090897533998895146 -0.0015367292981796577 -0.014268958902202323
leaf_weight=0.0011332585922583069 0.0012013642712973014 0.001258826439539445 0.0010804874415925262 0.0010111883611320024 0.0010071970052270458 0.0011926366783466063
leaf_count=267 142 1988 160 311 120 133
internal_value=0 -0.00314507 0.00223265 0.00449171 0.01071 -0.00465226
internal_weight=0 0.00466521 0.00340638 0.00321975 0.00220856 0.0023259
internal_count=3121 2548 560 573 262 400
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=7
num_cat=0
split_feature=52 160 16 151 2 43
split_gain=1.23658e-05 3.28233e-05 5.01028e-05 3.49233e-05 3.44735e-05 1.86395e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 -0.0077149999999999988 0.090425000000000019 -0.036954999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.014347303044292338 0.0089138958309504298 -0.012990847060856632 -0.0075623991279401524 -0.0022891706994074123 0.021555349293903542 -0.026594095709528937
leaf_weight=0.0010586109238780832 0.0012935749954083621 0.0010265570456387549 0.0010133880350116991 0.0012801570949789623 0.001151918139646413 0.0010455547927466803
leaf_count=485 553 150 494 747 330 362
internal_value=0 -0.00178179 -0.00487634 0.00247602 0.00900445 -0.0172269
internal_weight=0 0.00657619 0.00551758 0.00345863 0.00243208 0.00205894
internal_count=3121 2568 2083 1227 1077 856
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=7
num_cat=0
split_feature=16 3 0 160 52 48
split_gain=1.06002e-05 2.9581e-05 7.1188e-05 2.49884e-05 2.1523e-05 1.31172e-05
threshold=-0.008904999999999998 -0.13309499999999996 -0.11756999999999999 -0.013324999999999998 0.024145000000000003 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -2 -5 -3
right_child=3 2 -4 4 -6 -7
leaf_value=-0.017975279655332962 0.017458624035875524 -0.018622434530733364 0.01776028825895859 -0.010792801362839948 0.0090848765634655507 -0.0028504007234837789
leaf_weight=0.0010349666335572128 0.001006063323321022 0.0010462945952640084 0.0015114014544988794 0.0011752321554643662 0.0010153138188426004 0.0010630734137872006
leaf_count=156 368 194 1555 642 79 127
internal_value=0 -0.00306624 0.00119538 0.00441231 -0.00157954 -0.0106737
internal_weight=0 0.00465574 0.00362077 0.00319661 0.00219055 0.00210937
internal_count=3121 2032 1876 1089 721 321
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=7
num_cat=0
split_feature=52 16 3 2 12 15
split_gain=1.1355e-05 2.38294e-05 4.71627e-05 5.18887e-05 4.46222e-05 1.06727e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.084055000000000005 0.09141500000000001 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=-0.021315544502283953 -0.009551077892704667 -0.0032143754005584967 0.019185964537573621 -0.013726839045898279 0.024924168035637226 0.00024040892518974863
leaf_weight=0.0010459291764065336 0.00107794647619853 0.0012126734210707547 0.0012507322244508304 0.0010332999750742005 0.0010528773771337659 0.0011626460901514532
leaf_count=147 501 361 569 327 304 912
internal_value=0 0.00150065 -0.00271612 0.00292806 0.00986255 -0.00633186
internal_weight=0 0.00675816 0.00449261 0.00344668 0.00226555 0.00219595
internal_count=3121 2620 1955 1808 665 1239
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=7
num_cat=0
split_feature=3 0 16 0 1 0
split_gain=1.50328e-05 2.78894e-05 3.88349e-05 3.12554e-05 3.11763e-05 4.28849e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.0094449999999999968 0.041630000000000007 0.094385000000000011 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.009012948820117871 -0.017297572286680257 -0.024398459235401543 0.018454724899073158 0.00058676252150815665 -0.011123250605664582 0.017128589566621829
leaf_weight=0.0014918174441635595 0.0010549093521886798 0.0010010528717049163 0.0011144748020614033 0.0010016572972411757 0.0010250847637556719 0.0011291069706612917
leaf_count=303 1344 229 701 132 114 298
internal_value=0 -0.0021464 0.0023725 -0.0119021 -0.00321262 0.00368479
internal_weight=0 0.00632629 0.00432358 0.00200271 0.0032091 0.00215419
internal_count=3121 2818 2457 361 1756 412
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=6
num_cat=0
split_feature=4 151 0 2 3
split_gain=2.62506e-05 4.44019e-05 4.07317e-05 3.36446e-05 2.22892e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.061629999999999997 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00031098011565685988 0.00020242648228962901 -0.00049941261969953634 0.00022731926642448542 -0.00022520401271041311 -0.00014892013988467031
leaf_weight=0.0010633402855502834 0.001950646790066954 0.0011420241062726859 0.0016120821862500476 0.0010386580942201749 0.001792502038286586
leaf_count=452 340 1739 175 245 170
internal_value=0 -5.62608e-05 -0.000126177 5.00039e-05 -0.000285321
internal_weight=0 0.00664861 0.00558527 0.00265074 0.00293453
internal_count=3121 2781 2329 420 1909
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=6
num_cat=0
split_feature=4 151 16 13 13
split_gain=3.55193e-05 4.25935e-05 3.81607e-05 3.15145e-05 1.89862e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.084119999999999986 -0.0013449999999999996 0.038215000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00029242938960529239 0.00023110575413001072 -0.00035826259392092333 0.00020128392172407211 -0.00036649074786062767 5.6127739800933607e-06
leaf_weight=0.0010562840327953829 0.0019775943987588212 0.0019475962039919919 0.0014858455602848476 0.0010053365855663856 0.0011084669335800572
leaf_count=452 340 749 1055 261 264
internal_value=0 -6.84498e-05 -0.000137167 -1.75429e-05 -0.000171362
internal_weight=0 0.00660353 0.00554725 0.00359965 0.0021138
internal_count=3121 2781 2329 1580 525
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=7
num_cat=0
split_feature=4 151 0 1 4 12
split_gain=2.26201e-05 3.96687e-05 4.78228e-05 2.9149e-05 6.84743e-05 2.64534e-06
threshold=0.27834500000000006 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.076779999999999987 0.085885000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029145394542641121 0.00018278271072256775 -0.000490855276559653 0.00015508981547482405 0.00022705250002889613 -0.00051306289549350086 1.4415559723449327e-05
leaf_weight=0.0010457657817591016 0.0019312565980227061 0.001100035725856127 0.0010082054456443349 0.0011986884285989669 0.0011560113991412866 0.0010483348102457793
leaf_count=452 340 160 317 135 1072 645
internal_value=0 -5.86594e-05 -0.000125094 -3.38831e-05 -0.000131245 8.33802e-05
internal_weight=0 0.00655704 0.00551128 0.00441124 0.00321255 0.00205654
internal_count=3121 2781 2329 2169 2034 962
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=6
num_cat=0
split_feature=4 0 3 3 15
split_gain=1.42303e-05 2.15346e-05 6.12333e-05 2.70007e-05 2.44056e-05
threshold=0.27834500000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998 -0.091604999999999978
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0075746821057078653 0.0078306202628834719 0.013028659077203004 0.0085286897839277915 -0.0077584755358662376 -0.0293861059134785
leaf_weight=0.0010226136841391344 0.0017851350201016228 0.0015357435264759984 0.0014140114728834838 0.0010535223172211696 0.0010294284328913946
leaf_count=413 340 332 152 139 1745
internal_value=0 -0.0023289 -0.00748321 0.00457078 -0.0185166
internal_weight=0 0.00605532 0.00346605 0.00258927 0.00205204
internal_count=3121 2781 2310 471 2158
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=6
num_cat=0
split_feature=147 15 4 2 15
split_gain=1.26649e-05 2.39838e-05 8.13367e-05 3.82014e-05 5.19746e-05
threshold=1.0000000180025095e-35 -0.15026499999999995 0.098655000000000007 0.10699500000000002 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011001508646904731 0.010287418886259378 0.011731898878012259 -0.027517236729684109 0.018566341949321115 -0.013755245902215061
leaf_weight=0.0012377640934859149 0.0010352735631964484 0.0013539627242546096 0.0011939355531635802 0.0010494589863464408 0.0019559596612528426
leaf_count=353 183 638 209 367 1371
internal_value=0 -0.00158621 -0.00439185 0.00194167 -0.00332943
internal_weight=0 0.00679108 0.00555332 0.00435938 0.00330992
internal_count=3121 2938 2585 2376 2009
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=7
num_cat=0
split_feature=159 15 52 4 2 12
split_gain=5.07655e-05 5.19126e-05 3.67186e-05 4.3102e-05 5.05105e-05 4.50565e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 0.10060500000000001 0.088105000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.00041313617283937593 0.00046794227567067048 -0.00027235717724696156 0.00049297884818434875 -0.00026571265186594678 -7.2488997545418096e-05 0.00024305968652788969
leaf_weight=0.0010241955477007991 0.0010020392678980767 0.0015796585614598815 0.0014550404491891055 0.0019635086897325082 0.0010424464575714367 0.00101524835655236
leaf_count=509 224 643 1051 290 171 233
internal_value=0 5.03156e-05 -8.99335e-06 6.69757e-05 0.000256954 -9.2308e-05
internal_weight=0 0.00805794 0.0070559 0.00547624 0.00249749 0.00297876
internal_count=3121 2612 2388 1745 1222 523
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=8
num_cat=0
split_feature=4 15 151 0 1 4 4
split_gain=3.46062e-05 4.28579e-05 3.9177e-05 7.82651e-05 4.42954e-05 5.30169e-05 2.17038e-05
threshold=0.27287000000000006 -0.43375999999999998 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.076779999999999987 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.00026517414714679775 -6.6109574038756687e-05 0.00049938517307198532 -0.00059088201238475266 -0.00014573979624838603 0.00029475809560723751 -0.00046748795159195583 0.00024941141529545834
leaf_weight=0.0011013959852761747 0.0010324485632682706 0.0010286315154407486 0.0011710286178410762 0.0011026421992734372 0.0012335288058624595 0.0012120522452648847 0.0010369884496651679
leaf_count=451 167 185 158 176 134 1064 786
internal_value=0 0.000216114 -7.36358e-05 -0.000138463 -2.29192e-05 -0.000139835 4.57733e-05
internal_weight=0 0.00206108 0.00685764 0.00575624 0.00458521 0.00335168 0.00213963
internal_count=3121 352 2769 2318 2160 2026 962
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=7
num_cat=0
split_feature=16 1 47 15 4 15
split_gain=1.56085e-05 4.75749e-05 3.90052e-05 6.32003e-05 7.78302e-05 2.88028e-05
threshold=0.38525000000000004 1.0000000180025095e-35 0.092530000000000015 -0.21699999999999997 0.053180000000000012 -0.036009999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00030783009226490821 0.00021723332400064692 -0.00024806931467815421 -0.00025532791157212661 0.00028632805704408758 0.00068935393816989276 -0.00016403362185595836
leaf_weight=0.001857790228515805 0.0010772461952077445 0.0012031966703590019 0.0012396995544204066 0.0010811068914428827 0.0011487660830816456 0.0011030027960689313
leaf_count=1489 311 235 203 203 111 569
internal_value=0 -3.48935e-05 5.28972e-05 0.000137134 0.000276196 5.88898e-05
internal_weight=0 0.00763356 0.00577577 0.00453607 0.00333288 0.00218411
internal_count=3121 2810 1321 1118 883 772
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=6
num_cat=0
split_feature=1 42 16 13 0
split_gain=1.15247e-05 2.81893e-05 4.34664e-05 3.4226e-05 3.81726e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.018680895417635787 0.0078840802858919038 -0.012179732327535234 0.011529439061270288 0.0015617526051833861 -0.024531085390935098
leaf_weight=0.0012034572272546919 0.0014927291118341677 0.001874568766072773 0.0010351126078865544 0.001219853093841837 0.0010375568294790881
leaf_count=160 279 1443 437 147 655
internal_value=0 -0.00187788 0.00241741 -0.00352709 -0.0104311
internal_weight=0 0.00637055 0.00449598 0.00329252 0.00225741
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=6
num_cat=0
split_feature=40 48 4 3 3
split_gain=2.23057e-05 2.91574e-05 5.8871e-05 6.78652e-05 6.55027e-05
threshold=-0.013874999999999998 0.091635000000000008 -0.033174999999999989 0.090900000000000009 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00024162778812046931 -0.00026170963489514698 -0.00026935524211743541 0.00031829155691753569 0.00055871005303207886 -0.0003007092979379101
leaf_weight=0.0012200606707535363 0.0018704177425958681 0.0017056889941931153 0.0012376068856979673 0.0011592656879994699 0.0014016226740053866
leaf_count=329 1341 309 135 152 855
internal_value=0 -4.45869e-05 2.30425e-05 0.000163257 -1.04429e-05
internal_weight=0 0.0073746 0.00566891 0.0037985 0.00263923
internal_count=3121 2792 2483 1142 990
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=7
num_cat=0
split_feature=160 12 1 16 4 3
split_gain=1.87815e-05 4.35807e-05 4.28492e-05 6.43521e-05 6.93366e-05 3.59043e-05
threshold=-1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 -0.51370499999999997 0.09173000000000002 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3
right_child=1 2 3 4 -6 -7
leaf_value=-0.00017293813705387338 -0.0003296056874104889 0.00019287190008811255 -0.0001022125501492751 0.00012085026223464997 0.0008380904938275754 -0.00029045516721336572
leaf_weight=0.0019204251411613377 0.0010039279532934502 0.0010296289276020029 0.0011973169937584682 0.0010686065055852227 0.0010060578680548093 0.0013868212888769639
leaf_count=970 301 615 84 286 84 781
internal_value=0 4.70394e-05 0.000113512 0.000259759 0.000468658 -8.45136e-05
internal_weight=0 0.00669236 0.00568843 0.00327198 0.00207466 0.00241645
internal_count=3121 2151 1850 454 370 1396
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=6
num_cat=0
split_feature=43 3 12 2 0
split_gain=1.24918e-05 3.30168e-05 2.55939e-05 3.62168e-05 3.32964e-05
threshold=-0.074359999999999996 -0.077774999999999983 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0038214577630303979 -0.014112388096722293 0.019215455551229707 -0.016573620578064316 -0.0027953008969501835 0.018261850381465522
leaf_weight=0.0015048281655876351 0.0011873526182129496 0.0010606336542316691 0.0010751981310482134 0.0017055500957286671 0.0013416248515359579
leaf_count=879 876 353 315 172 526
internal_value=0 0.00570265 -0.00279549 0.000702946 0.00647584
internal_weight=0 0.00256546 0.00530973 0.00423453 0.00304717
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 2
split_gain=1.4035e-05 2.52492e-05 6.08364e-05 3.99138e-05 4.01032e-05 4.37537e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.09580000000000001 -0.035139999999999991 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0086882289902303605 0.017233237174644797 -0.028790639782026763 0.0059195747682646719 -0.020163864904765419 0.018388456184097398 -0.010691779514346788
leaf_weight=0.0014969960825240497 0.0012582388058330896 0.0010026826859631595 0.0010172239872401237 0.0010165542439899036 0.0010522327433069543 0.0010179015701503361
leaf_count=303 1233 153 208 961 120 143
internal_value=0 -0.00207307 -0.0113106 0.00222135 -0.003898 0.00408947
internal_weight=0 0.00636483 0.00201991 0.00434493 0.00308669 0.00207013
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.4566e-05 2.40563e-05 2.73675e-05 3.13215e-05 6.30876e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.0060549999999999988 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.011228670023691413 -0.015409252175259678 0.011547100799655874 -0.012773649886503169 -0.0064443683827053637 0.024214623730262383
leaf_weight=0.0010033460357343205 0.0016030734084770482 0.0011456426815171245 0.0013053313193697041 0.0016533947981292175 0.0011297729531021604
leaf_count=199 488 247 773 282 1132
internal_value=0 -0.00167396 -0.00433519 6.87209e-06 0.00600105
internal_weight=0 0.00683722 0.00569157 0.0040885 0.00278317
internal_count=3121 2922 2675 2187 1414
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=6
num_cat=0
split_feature=160 15 52 49 47
split_gain=1.30676e-05 2.49759e-05 4.77186e-05 5.09764e-05 2.3582e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.077655000000000016 -0.043469999999999995 0.091340000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0076831041290027187 0.015759541235883599 0.007104180017795384 0.013683015210897143 -0.028423453534238571 -0.0067968188830926056
leaf_weight=0.0017325762025088808 0.0011053138580265015 0.0014164010413589201 0.0015542054101717715 0.0010119190215640709 0.0010049076392015612
leaf_count=970 232 275 614 899 131
internal_value=0 0.00215919 -0.000854914 -0.00743616 -0.0176477
internal_weight=0 0.00609275 0.00498743 0.00343323 0.00201683
internal_count=3121 2151 1919 1305 1030
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=7
num_cat=0
split_feature=1 42 48 1 16 4
split_gain=1.26396e-05 3.06489e-05 4.42414e-05 3.32539e-05 4.60742e-05 2.87657e-05
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 0.096125000000000016 -0.25582999999999995 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=8.353220402320332e-05 0.0003923607866065559 0.00031574142235022405 -0.00030654059286198433 0.00027897892267998351 -0.00028089162363916968 -0.00037024841272618314
leaf_weight=0.0011326639493837636 0.0010242890209183385 0.0012577378026326479 0.0015067225925360543 0.0010152275178088191 0.0012746486150928668 0.0010214223967372289
leaf_count=67 322 540 228 142 277 1545
internal_value=0 4.31558e-05 -2.796e-05 9.86915e-05 -3.26703e-05 -0.000131641
internal_weight=0 0.00607863 0.00482089 0.00331417 0.00228988 0.00215409
internal_count=3121 1509 969 741 419 1612
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.36654e-05 2.29052e-05 6.06797e-05 5.948e-05 4.52079e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.015556818328454389 -0.010453404277385491 -0.0065669223360191502 0.0012941363469073869 -0.028764216587829586 0.018905467735932921
leaf_weight=0.0011764918788730607 0.0010818328788742733 0.0011849981021809465 0.0015250915949467608 0.0011583357408352121 0.0016910248346426776
leaf_count=118 501 751 809 288 654
internal_value=0 0.00165461 -0.00337895 -0.0116809 0.00841016
internal_weight=0 0.00673594 0.00385992 0.00268343 0.00287602
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=7
num_cat=0
split_feature=159 1 13 2 1 0
split_gain=3.1159e-05 4.34343e-05 4.93835e-05 6.91653e-05 4.2603e-05 6.04532e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 0.089175000000000018 -0.15202999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00032215011069199371 -0.00062854657461811959 0.00039337824116914818 0.00035075887515283248 4.0638369765472201e-05 -0.00038588218420691609 0.00023492503317029746
leaf_weight=0.0010152017683479168 0.0010217515668082429 0.001157881776355286 0.0016958942281642703 0.0014178426100445237 0.0011295112900144393 0.0012939065290696701
leaf_count=509 897 216 749 297 97 356
internal_value=0 4.32626e-05 -1.85453e-05 -0.00023963 0.000112388 -5.4422e-05
internal_weight=0 0.00771679 0.00655891 0.00243959 0.00411931 0.00242342
internal_count=3121 2612 2396 1194 1202 453
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=7
num_cat=0
split_feature=1 42 48 15 16 4
split_gain=1.35514e-05 2.70001e-05 3.78858e-05 2.64179e-05 4.87443e-05 2.27088e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 -0.016799999999999995 -0.081779999999999978 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0031507688255717919 0.013775783620918039 0.01590094680824072 -0.014494507915347966 0.018537688365030416 -0.016658001419413513 -0.017724148922050684
leaf_weight=0.0010805682258860573 0.001070549598749418 0.0011902435805370782 0.0014294839583206928 0.0010024448523560671 0.0010351417022472071 0.0010065675330367938
leaf_count=71 172 532 228 400 153 1565
internal_value=0 0.00249545 -0.00102089 0.00517586 -0.00118523 -0.00691662
internal_weight=0 0.00572786 0.00453762 0.00310814 0.00210569 0.00208714
internal_count=3121 1485 953 725 325 1636
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.20194e-05 2.91602e-05 4.06802e-05 2.3137e-05 1.72861e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090425000000000019
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.019543909269678288 0.0080989400655714257 -0.012444282485017534 -0.0052481423858982777 -0.012857279294513213 0.013252706991363947
leaf_weight=0.0010627301891763651 0.0014788981079802465 0.0018573901534121055 0.001016386868329914 0.0013790494098065856 0.0010037948415841061
leaf_count=253 279 1443 615 246 285
internal_value=0 -0.0019157 0.00246706 -0.00287182 0.00394462
internal_weight=0 0.00631935 0.00446196 0.00339923 0.00202018
internal_count=3121 2842 1399 1146 900
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=7
num_cat=0
split_feature=0 150 16 2 47 4
split_gain=1.87254e-05 4.18394e-05 4.68374e-05 3.93526e-05 4.38783e-05 4.39238e-05
threshold=-0.10607499999999999 0.081835000000000019 -0.27167499999999994 0.11093500000000002 0.085270000000000026 -0.17966999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -2
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.0003459857929858089 -0.00061611283310281713 0.00040666175162742935 0.00019087184402296771 0.0002602632051874277 0.00016742865126092218 -0.00010780772172082539
leaf_weight=0.0010936696136977884 0.0010648920023844774 0.0011843864456668914 0.0014573362026946014 0.0010144849375144718 0.0010466285323312828 0.0016922497700950429
leaf_count=178 168 160 222 393 272 1728
internal_value=0 0.000102108 -3.92903e-05 -8.28645e-05 -0.000174378 -0.000304131
internal_weight=0 0.00373539 0.00255101 0.00481826 0.00380377 0.00275714
internal_count=3121 560 400 2561 2168 1896
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=7
num_cat=0
split_feature=1 47 15 15 4 47
split_gain=2.2425e-05 2.4296e-05 3.97487e-05 6.3271e-05 1.93736e-05 1.77131e-05
threshold=0.077565000000000009 0.086380000000000012 -0.03241999999999999 -0.43375999999999998 -0.27825499999999997 0.11419000000000001
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=6.3173548302971685e-06 -7.5809400884556459e-05 -0.00030252746154561127 -8.7264876601878254e-05 0.00055495369322893385 -0.00035349781074316236 5.7169149182421307e-05
leaf_weight=0.0011821773944652439 0.001030289054994177 0.0010103268979526308 0.0017264931534439441 0.0015038409307130598 0.0011207446647437539 0.0010988258656663848
leaf_count=71 168 175 676 337 1565 129
internal_value=0 5.69818e-05 0.000142184 0.000298507 -0.000168791 -0.000115133
internal_weight=0 0.00636978 0.00426062 0.00253413 0.00230292 0.00210915
internal_count=3121 1485 1181 505 1636 304
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=1 4 52 15 16 13
split_gain=1.192e-05 2.36594e-05 3.21607e-05 3.57721e-05 4.1535e-05 1.14506e-05
threshold=1.0000000180025095e-35 -0.011209999999999999 -0.049749999999999996 -0.18895499999999996 -0.27167499999999994 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.014064055667746905 -0.010063036601772022 0.018426647379466529 -0.014522788843198707 -0.0059563300526360545 0.022285062581456749 0.00090049505374796036
leaf_weight=0.0010222060869793104 0.0012195849415640577 0.0013705435496382317 0.0010960563041776178 0.0010696871457321613 0.0010148202794492862 0.0010231141205917105
leaf_count=968 741 239 213 147 169 644
internal_value=0 0.00230612 0.00562075 0.000102538 0.00779269 -0.00657846
internal_weight=0 0.00577069 0.00455111 0.00318056 0.00208451 0.00204532
internal_count=3121 1509 768 529 316 1612
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=6
num_cat=0
split_feature=52 13 3 150 3
split_gain=1.06663e-05 2.05912e-05 2.16973e-05 5.30702e-05 4.65752e-05
threshold=0.11434500000000002 -0.090639999999999984 0.097915000000000016 0.086615000000000011 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.010574790284127106 -0.0092536767584892616 -0.0014989545668044218 -0.014437629882632695 -0.018157468017146086 0.024867598882350489
leaf_weight=0.0018120892553327187 0.0010773679579731028 0.001745461744440879 0.0010771521625246791 0.0010017838817263911 0.0010872924405113172
leaf_count=417 501 1580 134 213 276
internal_value=0 0.00146392 -0.00189739 0.00162526 0.00862129
internal_weight=0 0.00672378 0.00491169 0.00383454 0.00283275
internal_count=3121 2620 2203 2069 1856
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=7
num_cat=0
split_feature=1 4 2 3 1 52
split_gain=2.38328e-05 3.0243e-05 4.36277e-05 5.03066e-05 3.85721e-05 2.36395e-05
threshold=0.077565000000000009 -0.04890499999999999 1.0000000180025095e-35 0.11296500000000002 0.11551000000000002 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00035372572289306224 -0.00024968265834107505 -0.00036171780798764056 0.00047828816726039932 -4.9814342893567484e-05 0.0001471074053901249 4.846904457188761e-05
leaf_weight=0.0012630533417513495 0.0010192702076329222 0.0010423637800398161 0.0018258293930631469 0.0011182440164334531 0.0012714843385850606 0.0010120591610916644
leaf_count=1184 551 273 346 155 160 452
internal_value=0 5.94338e-05 0.000119357 0.0002777 -8.21129e-05 -0.000174814
internal_weight=0 0.00627719 0.00525792 0.00294407 0.00231385 0.00227511
internal_count=3121 1485 934 501 433 1636
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=7
num_cat=0
split_feature=1 12 2 12 1 3
split_gain=1.16342e-05 2.9242e-05 2.85692e-05 3.58336e-05 4.45226e-05 1.44007e-05
threshold=0.12500000000000003 0.098810000000000023 0.082850000000000021 0.085440000000000016 0.10587000000000001 -0.0037349999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012804009715926636 0.0079708657104201538 -0.017335570307952693 -0.00081226134077679426 0.020748479760082861 0.016278578478107111 -0.017665223851656933
leaf_weight=0.0011541605356385574 0.0014781184603437523 0.0010259853024331914 0.0010263293655147152 0.0010698250718574965 0.0010438958981761788 0.0010020692474678027
leaf_count=607 279 414 471 976 174 200
internal_value=0 -0.00188365 0.00110966 0.00498657 -0.000501997 -0.00913796
internal_weight=0 0.00632227 0.00529628 0.00414212 0.00307229 0.0020284
internal_count=3121 2842 2428 1821 845 671
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=6
num_cat=0
split_feature=1 47 15 4 13
split_gain=1.18506e-05 2.3375e-05 3.64664e-05 5.43617e-05 1.27063e-05
threshold=0.077565000000000009 0.086380000000000012 -0.03241999999999999 0.41257000000000005 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.014386989179846505 0.03020796822197136 -0.0067695144826592987 -0.0050504522594409683 -0.00067111093768193908 0.0012547591681326307
leaf_weight=0.0010275205292753177 0.0011473998315361406 0.0018861382000926715 0.0015404963401165137 0.0011331570746325693 0.0010500719362382142
leaf_count=976 264 304 676 241 660
internal_value=0 0.00233945 0.0068358 0.0148649 -0.00648122
internal_weight=0 0.00570719 0.00382105 0.00228056 0.00207759
internal_count=3121 1485 1181 505 1636
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=5
num_cat=0
split_feature=52 4 15 1
split_gain=1.07795e-05 3.03606e-05 4.30557e-05 4.16486e-05
threshold=0.10744000000000002 -0.17966999999999997 -0.016799999999999995 0.11039500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.016431919504427985 0.0083713893939921964 0.0068884173702680601 0.014941515306819576 -0.014395052444466559
leaf_weight=0.0011465145135648672 0.0012811113782073584 0.0017193416704895138 0.0016484253626046783 0.0019762077588477492
leaf_count=218 553 850 1162 338
internal_value=0 -0.00166606 0.00150186 -0.00449299
internal_weight=0 0.00649049 0.00534397 0.00369555
internal_count=3121 2568 2350 1188
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=6
num_cat=0
split_feature=1 2 15 2 0
split_gain=1.29691e-05 2.17754e-05 2.97104e-05 2.29325e-05 1.3812e-05
threshold=0.11588000000000001 0.073895000000000002 -0.022504999999999997 0.10097500000000002 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.015535867479967574 0.015013332552449497 0.0096959448082783607 0.0014446609110486106 -0.017475550545404304 -0.0011942726611028965
leaf_weight=0.0010452931613389553 0.0010239327997118987 0.0019815511641914571 0.0015216395763559011 0.0011064364141646235 0.0010807947995176716
leaf_count=571 189 877 1002 256 226
internal_value=0 -0.0025047 0.000450292 -0.00652087 0.0066906
internal_weight=0 0.00565492 0.00460963 0.00262808 0.00210473
internal_count=3121 2706 2135 1258 415
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=7
num_cat=0
split_feature=1 16 42 48 1 16
split_gain=2.01973e-05 2.53114e-05 2.47917e-05 4.65672e-05 2.52607e-05 4.99848e-05
threshold=0.077565000000000009 0.11346000000000002 0.086375000000000021 0.086260000000000017 0.096125000000000016 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6
right_child=2 -3 -4 -5 5 -7
leaf_value=-0.00038857987681253589 0.00038191292218899095 2.9294322198252915e-05 0.00029692161624363328 -0.00029055039377500467 0.00032679386067108304 -0.00024932622699592414
leaf_weight=0.001029341550988113 0.0010008771904909627 0.0012152359183943879 0.0012874360813228949 0.0015439490245162408 0.0010519524557143017 0.0012877770574593278
leaf_count=1380 306 256 532 228 142 277
internal_value=0 -0.000162339 5.48633e-05 -8.93675e-06 0.000121218 9.69984e-06
internal_weight=0 0.00224458 0.00617199 0.00488456 0.00334061 0.00233973
internal_count=3121 1636 1485 953 725 419
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=6
num_cat=0
split_feature=2 4 49 2 2
split_gain=1.25449e-05 2.31417e-05 2.9452e-05 2.68722e-05 4.76161e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.0060549999999999988 0.10699500000000002 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.010399755565865032 -0.015743903259352873 0.011309365467921641 0.0058756125112785001 0.01399747510420438 -0.020032021131155292
leaf_weight=0.0010069929320410545 0.0015895978267915899 0.001157079506083453 0.00175995218554865 0.0010599931943921174 0.00118846442083178
leaf_count=199 486 259 1295 350 532
internal_value=0 -0.00156474 -0.00422575 0.000341951 -0.00456738
internal_weight=0 0.00675509 0.00559801 0.00400841 0.00294842
internal_count=3121 2922 2663 2177 1827
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=7
num_cat=0
split_feature=11 13 3 2 16 52
split_gain=1.81636e-05 3.21162e-05 4.9326e-05 6.61455e-05 5.27228e-05 2.7097e-05
threshold=0.078340000000000007 -0.084034999999999985 0.11296500000000002 0.099185000000000009 -0.094359999999999986 -0.067494999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00024352312966547995 -0.00025259403895521625 -0.00040891759164181753 -0.00041072447417702377 0.00047070878742638638 -0.00012451402730563962 0.00032897350167663159
leaf_weight=0.0019540083180264144 0.0010097685201125627 0.0012471675034508665 0.0011475908395301992 0.0010656083936010684 0.0010075705313325369 0.0010188252991692314
leaf_count=861 208 209 97 501 350 895
internal_value=0 2.76604e-05 -4.9215e-05 4.63942e-05 -9.17284e-05 0.000103489
internal_weight=0 0.00744077 0.00548676 0.00433917 0.00327356 0.0020264
internal_count=3121 2913 2052 1955 1454 1245
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=7
num_cat=0
split_feature=16 52 13 43 1 52
split_gain=3.33729e-05 5.30778e-05 3.76918e-05 4.00132e-05 0.000102946 4.23809e-05
threshold=0.38525000000000004 0.089325000000000015 -0.15078499999999997 -0.04890499999999999 0.11181500000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00037426442381708491 0.00031855231255380716 -0.00034041707766326067 0.00025696248779428458 -0.00019615745766429364 -0.00064788949689836318 0.00033656419034253359
leaf_weight=0.0010783684579904439 0.0010902087949025844 0.0018188676120569217 0.0013221692747132897 0.001077087106347775 0.0010706482139965791 0.0012296171407133593
leaf_count=165 311 763 923 249 88 622
internal_value=0 -4.83003e-05 4.36574e-05 -3.22049e-05 -0.000145408 8.78164e-05
internal_weight=0 0.00759676 0.00577789 0.00469952 0.00337735 0.0023067
internal_count=3121 2810 2047 1882 959 871
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=6
num_cat=0
split_feature=159 1 47 15 52
split_gain=2.5354e-05 3.71186e-05 4.35045e-05 3.94887e-05 4.38732e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.077555000000000013 -0.03241999999999999 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00031160060612841611 0.0002848456475373789 0.00033573921364623177 -0.00032205077931752262 -0.0002682539593109095 0.00019399325760887076
leaf_weight=0.00100461899901694 0.0017874052557959952 0.0012055904584230099 0.0015816406394433494 0.0019162298674146694 0.0013424853053418937
leaf_count=509 684 216 318 793 601
internal_value=0 1.92672e-05 -3.82991e-05 5.06392e-05 -7.7823e-05
internal_weight=0 0.00783335 0.00662776 0.00504612 0.00325872
internal_count=3121 2612 2396 2078 1394
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=7
num_cat=0
split_feature=147 11 13 3 1 1
split_gain=2.53281e-05 3.60489e-05 4.73648e-05 8.12357e-05 5.08327e-05 3.02213e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.084034999999999985 0.10893000000000001 0.102705 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0002700703076387841 0.00026702011961226587 -0.00039280211201796943 7.6769418880194294e-05 -0.00057363331058663208 0.00038586005677069792 -0.00036163838839789421
leaf_weight=0.0018664935783403447 0.0011359590321568134 0.001004784912955625 0.0013701783993575161 0.0010704370833979349 0.0011308585807189883 0.0010818375861738614
leaf_count=802 183 230 1073 75 310 448
internal_value=0 -4.70894e-05 6.18931e-06 -9.96562e-05 4.19515e-05 -0.000116658
internal_weight=0 0.00752459 0.00651981 0.00465331 0.00358287 0.00245202
internal_count=3121 2938 2708 1906 1831 1521
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=7
num_cat=0
split_feature=52 13 2 48 15 2
split_gain=2.07336e-05 2.95865e-05 4.27628e-05 4.38128e-05 1.91745e-05 2.01177e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.083985000000000018 -0.016799999999999995 0.088125000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00029132188550726927 -0.00024366890645008651 -0.00020979804514879264 -0.00038297910092826762 0.00039306040608008648 0.00027389312843906336 -0.00011847220550149035
leaf_weight=0.001436051350270794 0.0011535592729001861 0.0015988000542166841 0.0010410561514827901 0.0011288243743694491 0.0010059866312425842 0.0010036512246300567
leaf_count=190 501 523 329 352 820 406
internal_value=0 3.9442e-05 -2.31562e-05 5.59182e-05 -4.95497e-05 7.79384e-05
internal_weight=0 0.00721437 0.00577832 0.00473726 0.00360844 0.00200964
internal_count=3121 2620 2430 2101 1749 1226
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=6
num_cat=0
split_feature=0 0 150 1 43
split_gain=1.3016e-05 3.6547e-05 3.47006e-05 2.45891e-05 2.14777e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.111945 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.014664590985744569 0.014560742646417124 -0.017952048339961103 0.016857244639708096 0.0060047663819345091 -0.0020962011169923804
leaf_weight=0.0012188538292099956 0.0013334789987279386 0.001259956132998083 0.0010733127304395919 0.0010905054112196749 0.0018453417554206866
leaf_count=287 206 1988 160 113 367
internal_value=0 -0.00341433 0.00200059 -0.00490429 0.0048912
internal_weight=0 0.00464263 0.00338267 0.00230936 0.00317882
internal_count=3121 2548 560 400 573
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=7
num_cat=0
split_feature=1 3 3 15 12 0
split_gain=2.92379e-05 5.08366e-05 7.40485e-05 6.5898e-05 3.2396e-05 4.24902e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 -0.085319999999999993 0.090840000000000018 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=3.2912738142109928e-05 -0.00026922281376752239 0.00077610279191801324 -0.00012238891878455909 0.00010365630193754137 0.00012155222163956112 -0.00048206166239280824
leaf_weight=0.001068247291062437 0.0011482197530017224 0.0010905514434892286 0.0015914737011154265 0.0011523275681568736 0.0012540254859503839 0.0014550179789761225
leaf_count=162 165 266 228 284 754 1262
internal_value=0 9.27072e-05 0.000201089 0.000430619 -0.000136029 -0.000264043
internal_weight=0 0.00498257 0.00383435 0.00224288 0.00377729 0.00252327
internal_count=3121 943 778 550 2178 1424
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=7
num_cat=0
split_feature=51 40 12 160 52 1
split_gain=1.6261e-05 3.39411e-05 3.70246e-05 4.97798e-05 3.27004e-05 4.0182e-05
threshold=-0.076794999999999988 -0.010334999999999999 0.10016000000000001 0.041220000000000007 0.077655000000000016 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00019166273381874275 0.00037341987127986049 0.00029798541456444702 -0.00032622580467603406 -0.0002962045873851344 0.00041459398479135853 -0.00021009496813386236
leaf_weight=0.0014120587575582504 0.0010006522434860702 0.0011438116658483901 0.0011915120582871828 0.0011571358299376079 0.0013395701843647821 0.0012551501158400377
leaf_count=537 293 690 323 314 770 194
internal_value=0 3.87606e-05 -1.6253e-05 5.91885e-05 0.000169188 3.21549e-05
internal_weight=0 0.00708783 0.00608718 0.00489567 0.00373853 0.00239896
internal_count=3121 2584 2291 1968 1654 884
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.16529e-05 2.43536e-05 3.39942e-05 4.1692e-05 2.77625e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00605083905498456 0.0087097250485119113 -0.011053615465926085 -0.00045225933558191577 -0.021474954008600559 0.021134670928306003
leaf_weight=0.0011898677164829076 0.0012747735576626555 0.0019659632837632536 0.0011709372540181506 0.001023676870682542 0.0012128717009802191
leaf_count=302 192 228 172 1949 278
internal_value=0 -0.00173855 0.00224485 -0.00667875 0.0105311
internal_weight=0 0.00656332 0.00459735 0.00221354 0.00238381
internal_count=3121 2929 2701 2251 450
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=6
num_cat=0
split_feature=2 15 16 0 52
split_gain=1.20183e-05 2.17777e-05 4.23397e-05 5.54066e-05 8.70064e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.010123006504560151 0.011834734547649162 -0.021305488983199523 0.014376547523851011 -0.026441711982267763 0.0082119255473022158
leaf_weight=0.001013755435610407 0.0010318515449348363 0.0011292481031805459 0.0017432806394987303 0.0013742809399731803 0.0015324258652510071
leaf_count=199 278 222 264 1354 804
internal_value=0 -0.00154738 -0.00393668 0.00028133 -0.00817219
internal_weight=0 0.00681109 0.00577924 0.00464999 0.00290671
internal_count=3121 2922 2644 2422 2158
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=1.1443e-05 2.5328e-05 5.47595e-05 6.48154e-05 4.22929e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.11756999999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0086345848663179139 -0.0096360733635692791 -0.005872107629268015 -0.033169198485582349 0.0027391988115378716 0.018754748230589813
leaf_weight=0.0018453545207997358 0.0010707449162968893 0.0011871986515383142 0.0010056768015495997 0.0010050176680463747 0.0016900866075912151
leaf_count=870 501 751 111 234 654
internal_value=0 0.00149333 -0.00380459 -0.0152209 0.00859344
internal_weight=0 0.00673333 0.00385605 0.00201069 0.00287729
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.184e-05 4.41001e-05 4.22557e-05 6.69864e-05 3.30837e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.13309499999999996 0.083060000000000009 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.013133090887415315 -0.01452774303089957 -0.023807704833203294 0.025381105717167077 -0.0031663977479528386 -0.00028069409877329689
leaf_weight=0.0010029726778891753 0.0010120382588286597 0.001175873471344019 0.0014122529015314755 0.0019665034578508463 0.0012155683582576581
leaf_count=174 165 1895 488 290 109
internal_value=0 -0.00446732 0.00339692 0.00876589 -0.0118489
internal_weight=0 0.00339441 0.00439079 0.00337876 0.00239144
internal_count=3121 2178 943 778 2004
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=6
num_cat=0
split_feature=4 0 3 3 15
split_gain=1.0896e-05 2.04855e-05 3.97661e-05 2.66606e-05 1.98774e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.10023499999999998 -0.091604999999999978
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0062144704792183904 0.0067961662464633343 0.016142690859789487 0.0058218013761272853 -0.0043972287327886305 -0.026090886312012146
leaf_weight=0.0010058531706713422 0.0017978708374925614 0.0011312851568000578 0.001393029423093944 0.0014316567073361015 0.0010066810262577591
leaf_count=404 352 159 150 312 1744
internal_value=0 -0.00208418 -0.00716654 0.00466911 -0.0161568
internal_weight=0 0.00596851 0.00340556 0.00256294 0.00201253
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=6
num_cat=0
split_feature=51 48 47 13 16
split_gain=1.07622e-05 2.41047e-05 3.74146e-05 6.24536e-05 6.5431e-05
threshold=0.08955500000000001 0.092065000000000022 0.077555000000000013 0.0076650000000000008 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.03366851263704413 -0.0088529559485068746 -0.012690420442398055 -0.011955769287751201 -0.0079926117867563113 0.003403557553389459
leaf_weight=0.0012937550334028839 0.0011725387131096242 0.0010073485274709167 0.0011495386545744904 0.0015369999494543466 0.0015950137679816927
leaf_count=1103 409 248 221 384 756
internal_value=0 0.00154582 0.00411803 0.008293 0.0169579
internal_weight=0 0.00658266 0.00557531 0.00442577 0.00288877
internal_count=3121 2712 2464 2243 1859
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=5
num_cat=0
split_feature=1 3 3 3
split_gain=1.18357e-05 3.71834e-05 6.21149e-05 3.59491e-05
threshold=0.094385000000000011 -0.13309499999999996 0.11296500000000002 -0.083924999999999986
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0079193687225486455 -0.013483573548106337 0.020053848306205116 -0.0074666173282040811 -0.01308196674248565
leaf_weight=0.0013812337180130773 0.0010030097546629428 0.001945798989076499 0.0014176623960151838 0.0019884729907104072
leaf_count=924 165 550 228 1254
internal_value=0 0.00341499 0.00845427 -0.00447358
internal_weight=0 0.00436647 0.00336346 0.00336971
internal_count=3121 943 778 2178
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.27507e-05 2.1972e-05 3.38149e-05 4.67884e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0016621524075220257 0.0091436012832309104 -0.010744815704918149 -0.008915959438331204 0.024883347708009717
leaf_weight=0.0016765332958550523 0.0012692967127111848 0.0019326163180442705 0.0017443722763408774 0.0010993896640664573
leaf_count=1442 192 228 901 358
internal_value=0 -0.00182065 0.0019948 0.00885105
internal_weight=0 0.00645291 0.0045203 0.00277592
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 12
split_gain=2.43873e-05 4.04521e-05 4.37927e-05 3.28281e-05 2.83771e-05 2.58954e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00040921727612174268 -0.00026967735124983782 0.00037308778478543941 0.00041515816629631396 -0.0002299478113240493 2.7255650923814662e-05 -4.9266785636037297e-05
leaf_weight=0.0010878690951723184 0.0011597700113816674 0.0011086001874141469 0.0015010857483068385 0.0013163399691499163 0.0012092759155678955 0.0011239875593025514
leaf_count=324 630 267 239 401 252 1008
internal_value=0 3.62743e-05 0.000134401 1.56499e-05 -0.000179447 0.000160455
internal_weight=0 0.00734716 0.00505001 0.00354893 0.00229715 0.00223259
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=6
num_cat=0
split_feature=4 151 15 1 47
split_gain=1.19261e-05 1.95987e-05 2.65257e-05 3.07782e-05 4.02293e-05
threshold=0.27287000000000006 -0.012764999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.086380000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010587327803496343 0.0071613368187909282 -0.012323487535625018 -0.018535516569601587 0.021333856712528802 -0.0049099588997072686
leaf_weight=0.0010014140548287561 0.0017795966268576314 0.0014572030623609513 0.0010889690964567163 0.0010064641464017159 0.001391877471698912
leaf_count=463 352 624 1162 294 226
internal_value=0 -0.00216996 -0.0047537 -0.000861129 0.00610326
internal_weight=0 0.00594593 0.00494451 0.00385554 0.00239834
internal_count=3121 2769 2306 1144 520
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=7
num_cat=0
split_feature=2 13 3 0 3 13
split_gain=2.57543e-05 3.50059e-05 4.31562e-05 3.23404e-05 4.20846e-05 2.08978e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11296500000000002 -0.060129999999999996 -1.0000000180025095e-35 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.00049609670204885808 0.00037816952824628193 0.00020846506275245822 -0.00032243382716488239 -0.0001057064843088643 8.074895174100157e-07 0.00027843896950722981
leaf_weight=0.0012680368392773071 0.0013402113318098361 0.0013851226335226383 0.0010237934790993386 0.0011030662646798221 0.0013561006433102031 0.0010751456393283121
leaf_count=1793 200 630 89 199 162 48
internal_value=0 0.000124155 -1.71679e-05 -9.27073e-05 -0.000239307 8.39042e-05
internal_weight=0 0.00374913 0.00240892 0.00480235 0.00262414 0.00217821
internal_count=3121 919 719 2202 1955 247
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=7
num_cat=0
split_feature=1 2 1 2 52 0
split_gain=1.17383e-05 1.76893e-05 2.37903e-05 3.13842e-05 5.01986e-05 1.34717e-05
threshold=0.11588000000000001 0.073895000000000002 0.10587000000000001 0.10097500000000002 -0.0064899999999999992 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=-0.014195583380891172 0.014615262545865587 -0.012237137094474583 0.013014302231942493 -0.017038370850248053 0.017268008815965876 -0.0014458160614628547
leaf_weight=0.0010359073327906873 0.0010190479039981148 0.0011168301301367968 0.0011108660506192955 0.0011821736490516595 0.0011921422837597186 0.0010712344280692438
leaf_count=571 189 572 157 472 934 226
internal_value=0 -0.00238942 0.000268133 -0.00378764 0.00299662 0.00638423
internal_weight=0 0.00563792 0.00460201 0.00349115 0.00230897 0.00209028
internal_count=3121 2706 2135 1978 1506 415
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=6
num_cat=0
split_feature=52 12 15 1 3
split_gain=2.24428e-05 3.01968e-05 3.72234e-05 0.000110322 6.46703e-05
threshold=0.11434500000000002 0.097825000000000009 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00011211674374132686 -0.00025195990185456288 0.00026530166612300166 -0.00021716711901070726 -0.0006444892466481542 0.0004205442134751119
leaf_weight=0.0019824411086032351 0.0011712162018908063 0.0017493839017717356 0.0010637246623595665 0.0011831446280709378 0.0014377494306149813
leaf_count=736 501 409 657 268 550
internal_value=0 4.01117e-05 -2.94029e-05 -0.000170666 0.000149364
internal_weight=0 0.00741644 0.00566706 0.00316559 0.00250147
internal_count=3121 2620 2211 1004 1207
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=7
num_cat=0
split_feature=42 49 1 4 1 12
split_gain=1.06926e-05 3.04063e-05 2.75949e-05 2.7562e-05 2.49972e-05 2.09679e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.107145 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0021549588399722981 -0.0093702254152209993 0.018275048360159616 0.01798317259532135 -0.011095239916004243 -0.019711631895804577 -0.002031228100010309
leaf_weight=0.001070522432116622 0.0010547082021746595 0.0010110910373779349 0.0013579853839704491 0.0011904913423312841 0.0010217855350049517 0.001022992863514561
leaf_count=434 630 267 239 401 142 1008
internal_value=0 0.00146486 0.00602543 0.000989593 -0.00852366 0.0080625
internal_weight=0 0.00667487 0.00458256 0.00322458 0.00209231 0.00203408
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=6
num_cat=0
split_feature=52 13 13 2 16
split_gain=1.17583e-05 2.24261e-05 2.03052e-05 3.84963e-05 2.2754e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.088704999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010520364745066466 -0.009818770294676803 0.0083728707076035375 0.0074309865176246589 -0.0040132022428314828 -0.024850126793197376
leaf_weight=0.001962340464890795 0.0010554018700328991 0.0011094340227773419 0.001491594607470545 0.0010256013090086025 0.0010716954429220587
leaf_count=776 501 542 179 266 857
internal_value=0 0.00154189 -0.00220814 -0.00669173 -0.0146606
internal_weight=0 0.00666067 0.00469833 0.00320673 0.0020973
internal_count=3121 2620 1844 1665 1123
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=7
num_cat=0
split_feature=147 151 4 16 43 16
split_gain=1.05388e-05 2.26337e-05 5.42155e-05 4.04773e-05 2.10526e-05 3.26653e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.090869999999999992 0.066275000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.015001992939822649 0.009475340949532729 -0.021349251964887107 0.018361248513584706 -0.010342847051605032 0.018505772019037404 -0.0062474038314092361
leaf_weight=0.0010410979914250891 0.0010164567560982307 0.001069318174989421 0.001369495221154384 0.0010691305405751018 0.0011313771119962469 0.0010081969026554019
leaf_count=412 183 392 316 307 1119 392
internal_value=0 -0.00145344 0.00104418 -0.00449942 0.00111588 0.00684173
internal_weight=0 0.00668862 0.00564752 0.00427802 0.0032087 0.00213957
internal_count=3121 2938 2526 2210 1818 1511
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=2.27013e-05 4.14398e-05 4.13406e-05 4.13422e-05 4.57316e-05 4.05838e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00051454387464452901 -0.00027550678391066919 -0.0003274294389268151 0.00015294125618140066 0.00039030507140061 -0.0003906097365360743 2.6603766507678478e-06
leaf_weight=0.0011567724105496808 0.0010071440749447446 0.0015636474571451482 0.0013786817032218587 0.0010108114662037773 0.0010470779397070381 0.0012272449730189566
leaf_count=966 208 860 213 276 280 318
internal_value=0 3.83078e-05 -6.31174e-05 5.71451e-05 -8.16823e-05 0.000251036
internal_weight=0 0.00738424 0.00500022 0.00343657 0.00242576 0.00238402
internal_count=3121 2913 1629 769 493 1284
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=1.05967e-05 2.43906e-05 2.96503e-05 4.82926e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0066064604611593266 0.0083436557198988421 -0.014855720152425195 0.011184782692895584 -0.017396330698245473
leaf_weight=0.0018255121555557057 0.0012685229873118046 0.0011497884974848273 0.0019066990908915738 0.0015498693691321766
leaf_count=803 553 458 1050 257
internal_value=0 -0.00165687 0.00121622 -0.00441487
internal_weight=0 0.00643187 0.00528208 0.00337538
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=5
num_cat=0
split_feature=0 47 1 43
split_gain=1.13999e-05 3.20289e-05 4.8781e-05 1.87749e-05
threshold=-0.060129999999999996 0.092530000000000015 0.094385000000000011 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.012331777929248652 0.013686325886878318 -0.018199600230490182 0.011671829562215833 -0.0019760567260710587
leaf_weight=0.0014705900151238825 0.0013232726576034132 0.0010850977781944205 0.0019954369918161866 0.0018152684036702941
leaf_count=1820 206 270 458 367
internal_value=0 -0.00320645 0.00148741 0.00462752
internal_weight=0 0.00455112 0.00346603 0.00313854
internal_count=3121 2548 2278 573
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=6
num_cat=0
split_feature=52 12 3 1 4
split_gain=1.19717e-05 2.13036e-05 2.4358e-05 4.26475e-05 3.411e-05
threshold=0.11434500000000002 0.095110000000000014 0.11296500000000002 0.094385000000000011 -0.070499999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0049091663021784589 -0.0099062996387714718 0.010886264461177396 -0.014913833515353612 0.016296525703566347 -0.019066160126998102
leaf_weight=0.0013031410207120294 0.00105421165340826 0.0017900721472781204 0.0011063580807080691 0.0013357889829655172 0.0010895506018050096
leaf_count=781 501 558 181 375 725
internal_value=0 0.00156676 -0.00188373 0.00198271 -0.00600838
internal_weight=0 0.00662491 0.00483484 0.00372848 0.00239269
internal_count=3121 2620 2062 1881 1506
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=7
num_cat=0
split_feature=3 39 3 0 16 4
split_gain=1.24727e-05 1.77092e-05 3.97543e-05 5.40131e-05 5.15413e-05 4.82643e-06
threshold=0.13524500000000003 0.0046100000000000004 -0.10519499999999998 -0.23001499999999997 -0.23935499999999996 0.042705000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.022191469239937336 0.009090006550878835 0.010262360348055825 0.0071225495818758172 -0.025372738773719761 -0.0082689819981920914 -0.015779897740296648
leaf_weight=0.0010539220710928093 0.0012593858921468581 0.0010233865898032386 0.0010570775396211958 0.0010536959898813903 0.0011746078155340776 0.001044279806076528
leaf_count=97 192 335 111 1775 296 315
internal_value=0 -0.00179602 -0.00408825 -0.0113103 0.00613645 -0.0205978
internal_weight=0 0.00640697 0.00538358 0.00315505 0.00222853 0.00209798
internal_count=3121 2929 2594 2201 393 2090
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=5
num_cat=0
split_feature=52 160 13 4
split_gain=1.16531e-05 1.90691e-05 3.13986e-05 2.64798e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0074000669167552978 -0.01355198939885641 0.012171281838091338 -0.016458428537035923 0.0021764604475297735
leaf_weight=0.0016622129014434031 0.0011640088388989705 0.0015979106467775813 0.0012369780993610881 0.0019881128195235087
leaf_count=771 825 431 790 304
internal_value=0 -0.00206408 0.00070847 -0.00497092
internal_weight=0 0.00598701 0.004823 0.00322509
internal_count=3121 2350 1525 1094
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=7
num_cat=0
split_feature=42 49 1 1 15 13
split_gain=1.13947e-05 2.44877e-05 2.80259e-05 2.33729e-05 2.65776e-05 1.418e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.037864999999999989 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0039088316011015719 -0.0097178464356789482 -0.012027979657646076 -0.019384654671941035 0.016729040789108387 -0.00098426692568735221 0.015305063436714259
leaf_weight=0.0010554379827627525 0.0010433501926643447 0.0010515069506172913 0.0010115877500385872 0.001339633198465048 0.0010397104784802065 0.0010995795116593237
leaf_count=434 630 578 142 239 456 642
internal_value=0 0.00152867 -0.00749084 0.00564385 0.000989808 0.00738833
internal_weight=0 0.00659746 0.00206703 0.00453043 0.0031908 0.00213929
internal_count=3121 2491 576 1915 1676 1098
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.11655e-05 2.66569e-05 2.45891e-05 3.3466e-05 3.48026e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0094553165253864861 -0.01032362275985778 0.01702501658184705 0.0061159047164417151 0.013547808680192369 -0.017694450954442203
leaf_weight=0.0010744347855994778 0.00146886497707166 0.0012696153652829814 0.0012056090892616732 0.0013594018048211161 0.0012507183108664635
leaf_count=862 828 482 585 180 184
internal_value=0 0.00154263 0.00497012 0.000959065 -0.00600791
internal_weight=0 0.00655421 0.00508534 0.00381573 0.00245633
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.18144e-05 4.63749e-05 2.79832e-05 3.01629e-05 7.36075e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11018500000000002 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.019563543987012662 -0.016920904650788243 -0.0084161281054020102 0.008507575539947989 0.013833138938415215 -0.024140144961466263
leaf_weight=0.001208916621398861 0.0010892213305209574 0.0011615374110445682 0.0017191485761729908 0.0012831593082871175 0.0011542454826754111
leaf_count=516 250 437 1245 237 436
internal_value=0 0.00585333 -0.00265325 0.00108558 -0.00460705
internal_weight=0 0.00237045 0.00524577 0.00415655 0.00287339
internal_count=3121 953 2168 1918 1681
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=6
num_cat=0
split_feature=43 16 43 2 3
split_gain=1.81e-05 5.94975e-05 4.23113e-05 3.35815e-05 5.34495e-05
threshold=-0.074359999999999996 0.071345000000000006 -0.13868499999999997 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2 2
left_child=2 3 -1 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-7.3508567331767938e-05 -0.00018350100812155508 -0.0004685127071954813 0.00041790051390138777 0.00036327785221957465 -0.00018343198676176446
leaf_weight=0.0016473368752311886 0.0017371315915774939 0.0011303337749480145 0.0011396964396642618 0.0018513458601847671 0.0010936842461224524
leaf_count=321 901 310 911 527 151
internal_value=0 -6.47579e-05 0.000127442 3.27137e-05 0.000160248
internal_weight=0 0.0058125 0.00278703 0.00468216 0.00294503
internal_count=3121 1889 1232 1579 678
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.60604e-05 2.58323e-05 3.85269e-05 4.28501e-05 4.47696e-05
threshold=-0.081429999999999989 0.10016000000000001 -0.008904999999999998 -0.0083949999999999979 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00016002872731670471 -0.00040278686439280807 -0.00028220438854670342 0.00028009315580401078 -0.00023133635253488725 0.00030327157756268326
leaf_weight=0.0018138945501411383 0.0011649317316764123 0.0014223650663120063 0.0015040586999818719 0.0011248683542632899 0.0012962326930591947
leaf_count=771 245 325 387 1153 240
internal_value=0 -4.85919e-05 1.66883e-05 -9.37893e-05 5.48873e-05
internal_weight=0 0.00651246 0.00509009 0.00358603 0.0024211
internal_count=3121 2350 2025 1638 1393
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=6
num_cat=0
split_feature=42 49 1 3 12
split_gain=1.24545e-05 2.36316e-05 2.3105e-05 2.08741e-05 5.33103e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.092670000000000016 0.079890000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0031031851469858641 -0.010173469453741452 0.02691884459559727 -0.018041843240509444 -0.0023765031783584928 -0.001653628090533813
leaf_weight=0.0010544720479025438 0.0010413365576888928 0.0012025339662453346 0.0010133901349807621 0.0018880248718854348 0.001428960192803344
leaf_count=434 630 251 142 231 1433
internal_value=0 0.00159544 -0.00725929 0.00564683 0.0114034
internal_weight=0 0.00658738 0.00206786 0.00451952 0.00263149
internal_count=3121 2491 576 1915 1684
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=7
num_cat=0
split_feature=147 52 13 0 1 16
split_gain=2.06296e-05 2.50273e-05 4.28848e-05 4.06428e-05 6.36426e-05 7.048e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 -0.019414999999999998 0.11181500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00028619486384239045 0.0001622229521688029 -0.00040818698182035771 -0.00040716318703959344 0.00013051842122304731 -0.0006006310254915877 0.00027130866165594721
leaf_weight=0.001021390555290577 0.0010795019650372533 0.0010501490641024788 0.0011734657745236074 0.0014013964622662436 0.001351524888682145 0.0011811843266684983
leaf_count=129 183 496 616 261 206 1230
internal_value=0 -0.000128502 -8.05796e-05 -0.000153926 -0.000261481 -6.68152e-05
internal_weight=0 0.00717911 0.00612896 0.00510757 0.00370617 0.00235465
internal_count=3121 2938 2442 2313 2052 1846
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=7
num_cat=0
split_feature=147 2 2 52 52 3
split_gain=1.07694e-05 2.21436e-05 4.54917e-05 3.53429e-05 3.51949e-05 2.1105e-05
threshold=1.0000000180025095e-35 0.11704500000000001 0.10774000000000002 0.084960000000000022 -0.088204999999999992 0.0041950000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.013105491683586587 0.0095242621654344599 -0.013796180499532499 0.020123851269596114 -0.01790246719440949 0.00020099118488391363 0.019980879028133766
leaf_weight=0.0010164773796335069 0.0010106106491412029 0.0012086197989661946 0.0010265584325849864 0.0011982298516820889 0.0011538667648043435 0.001013024222374728
leaf_count=450 183 366 236 811 981 94
internal_value=0 -0.00155902 0.00117575 -0.00326358 0.00224655 0.00944811
internal_weight=0 0.00661678 0.00540816 0.0043816 0.00318337 0.00216689
internal_count=3121 2938 2572 2336 1525 1075
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=6
num_cat=0
split_feature=52 160 3 1 4
split_gain=1.15628e-05 2.98663e-05 5.19147e-05 5.32487e-05 2.60986e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.13309499999999996 0.10439500000000002 -0.043364999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013820768234666037 0.0087415586930877903 -0.022680188689984955 0.0015705721343842541 0.012601936673357825 -0.020527243205220438
leaf_weight=0.0010263138492451621 0.0012428410123051731 0.0012458247573389732 0.0010010069865172019 0.0019485088124719038 0.0011467368712884645
leaf_count=485 553 229 843 375 636
internal_value=0 -0.00180317 -0.00480483 0.000631746 -0.010228
internal_weight=0 0.00636839 0.00534208 0.00409625 0.00214774
internal_count=3121 2568 2083 1854 1479
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=6
num_cat=0
split_feature=0 47 2 4 0
split_gain=1.0382e-05 2.96866e-05 3.07364e-05 4.93994e-05 1.60629e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 0.12113000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0046302424773492449 0.013194321310309322 -0.015193838236129529 -0.010754017739281191 0.023285090135221884 -0.0031866895692804435
leaf_weight=0.0013708890169243373 0.0012526899404131189 0.0013739096177635933 0.0012716869955021245 0.0011792078277436206 0.0011464449486685356
leaf_count=1703 221 310 388 355 144
internal_value=0 -0.00258681 0.00194534 0.00827828 0.00536653
internal_weight=0 0.00519569 0.00382178 0.0025501 0.00239913
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 2
split_gain=1.49453e-05 2.32747e-05 4.16351e-05 6.3513e-05 2.86857e-05 1.79177e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.092755000000000018 -0.053834999999999994 0.073895000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-5.2292684782791886e-05 0.0001842615189195383 0.00022579625759162531 0.00027279495492179683 -0.00051614799067122301 -0.00025639044794120095 0.00030512807417900869
leaf_weight=0.0011481440918066459 0.0013502036433889692 0.0010613935558511488 0.0010073169905825286 0.0014071571336622011 0.0012616427490557123 0.0010167872715056542
leaf_count=550 192 328 263 589 158 1041
internal_value=0 -4.13062e-05 -8.98422e-05 -0.000165413 -2.13806e-05 0.000115574
internal_weight=0 0.00690244 0.00584105 0.00483373 0.00342657 0.00216493
internal_count=3121 2929 2601 2338 1749 1591
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=6
num_cat=0
split_feature=49 1 160 12 1
split_gain=2.72688e-05 2.78713e-05 3.30444e-05 5.00647e-05 4.49897e-05
threshold=-0.047584999999999995 0.12337000000000002 -0.073679999999999982 0.092355000000000007 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00020550183721543342 0.00016003151556997193 0.00017226273011884341 -0.00028827308387166441 -0.00055297076533030842 0.00021413574961668452
leaf_weight=0.0018195449563533379 0.0011455780062373305 0.0014733662881095348 0.0016082111776977897 0.0011989840914709378 0.0011940547639789625
leaf_count=403 602 244 1008 677 187
internal_value=0 -6.55242e-05 -0.000133595 -0.000217661 -7.4195e-05
internal_weight=0 0.00662019 0.00514683 0.00400125 0.00280227
internal_count=3121 2718 2474 1872 1195
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=6
num_cat=0
split_feature=1 12 4 2 52
split_gain=1.48712e-05 2.57976e-05 2.33945e-05 3.32499e-05 2.12339e-05
threshold=0.12500000000000003 0.098810000000000023 -0.0016099999999999997 0.10005000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-5.9249611366081215e-05 0.00016641721218120406 -0.0003292963945096987 -0.00034441179364453283 8.6961766766914864e-05 0.00028977202643403523
leaf_weight=0.0012030619036450232 0.0015366736942275016 0.0010513542718162535 0.0013285862977279708 0.0014225369214889549 0.0015129870842484434
leaf_count=735 279 414 402 284 1007
internal_value=0 -4.8008e-05 6.08467e-06 -0.000121359 0.000135174
internal_weight=0 0.00651853 0.00546717 0.00275112 0.00271605
internal_count=3121 2842 2428 686 1742
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.04644e-05 2.23574e-05 2.89878e-05 2.41379e-05 5.29053e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.098260000000000014 0.084055000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.014215817745539139 0.007546265718490465 -0.0152945053943983 0.0066029706540866769 0.0056329983936615237 -0.024416892758622154
leaf_weight=0.0012289853715040763 0.0014556778117779372 0.0010340526530404175 0.0010117790842373337 0.0016825107713973404 0.0012042058511702778
leaf_count=251 279 810 449 403 929
internal_value=0 -0.00188085 0.000824263 -0.00339737 -0.0102538
internal_weight=0 0.00616153 0.00512748 0.0038985 0.00221598
internal_count=3121 2842 2032 1781 1378
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=6
num_cat=0
split_feature=52 13 0 47 52
split_gain=2.02752e-05 3.79213e-05 3.53097e-05 7.61503e-05 5.51034e-05
threshold=0.11434500000000002 -0.23438999999999996 -0.019414999999999998 0.092530000000000015 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00038630552681751527 -0.00024217408143247294 -0.00026240739656274768 0.00020225896137495032 -0.00057232437513763193 0.00025053240710690546
leaf_weight=0.0010287476769042002 0.0011552490752727461 0.0014106142455739396 0.0019117540889569849 0.0010677956459229842 0.001876130620888708
leaf_count=137 501 585 289 235 1374
internal_value=0 3.73995e-05 -1.9881e-05 -0.000117406 3.03875e-05
internal_weight=0 0.00729504 0.00626629 0.00435454 0.00328674
internal_count=3121 2620 2483 2194 1959
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.05521e-05 2.79038e-05 2.63435e-05 3.18353e-05 1.86422e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.040804999999999994 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0092314046632019885 -0.010679118866085101 0.017483579488709784 -0.00072159610997352716 -0.0093971916713268943 0.018084855822861706
leaf_weight=0.0010795115298507596 0.0014721157978690568 0.0012616604172523589 0.0010191131140241394 0.0016949047143300028 0.0010917423248796177
leaf_count=862 828 482 87 627 235
internal_value=0 0.00144027 0.00496103 0.000809633 0.00900517
internal_weight=0 0.00653954 0.00506742 0.00380576 0.00211086
internal_count=3121 2259 1431 949 322
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=6
num_cat=0
split_feature=159 160 52 4 1
split_gain=1.5133e-05 4.90132e-05 2.66057e-05 4.7378e-05 3.24486e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.091275000000000009 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00043917432085934763 0.00020202579781034941 -0.00033434078670063891 0.00026732758599930093 0.00030209031978039577 -9.0093611230479689e-05
leaf_weight=0.0010060642543062558 0.0011754357868379089 0.001469784363855392 0.00138094971944155 0.0014966371011367178 0.0017707696271423152
leaf_count=684 527 1122 330 263 195
internal_value=0 -3.81089e-05 2.78421e-05 -4.19709e-05 8.95464e-05
internal_weight=0 0.00712421 0.00611814 0.00473719 0.00326741
internal_count=3121 2594 1910 1580 458
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.02246e-05 1.80958e-05 3.24126e-05 4.53515e-05 4.2705e-05
threshold=-0.081429999999999989 0.10016000000000001 -0.008904999999999998 -0.0083949999999999979 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0068711047109125695 -0.021392045933689607 -0.012525397962796664 0.013652401407744673 -0.011294405319450904 0.016596021055165694
leaf_weight=0.0016613139729056842 0.0010744921079690454 0.0012820987067279042 0.0013952142035599871 0.0010240134280200197 0.0011834886438179834
leaf_count=771 245 325 387 1153 240
internal_value=0 -0.00200036 0.00088472 -0.00454297 0.00365824
internal_weight=0 0.00595931 0.00467721 0.00328199 0.0022075
internal_count=3121 2350 2025 1638 1393
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.19775e-05 2.43498e-05 3.40748e-05 7.55962e-05 5.51992e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012058909164114923 0.0098403655022222987 -0.015564316437275599 0.0082799927974442269 0.027342361640918134 -0.02004055745961315
leaf_weight=0.0014622956320341513 0.0010528121762848341 0.0010552660974811334 0.0017403406743143823 0.0011573603770706001 0.0011384120592716031
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00165062 0.00101973 0.00575815 -0.00291946
internal_weight=0 0.00655367 0.00549841 0.00403611 0.00287875
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=2.02925e-05 2.91216e-05 3.97455e-05 4.33142e-05 5.7089e-05 3.45884e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0001986171805732489 0.00021276256981486556 0.00024535458067393085 0.00024885521249659153 -0.00070132049306073662 -7.4409033607277685e-05 -0.00024881248089599089
leaf_weight=0.0014436001696250867 0.0013693849701548735 0.0010970714558784043 0.0010247889512678488 0.001079656990278182 0.0011568889307171696 0.001230443194941398
leaf_count=712 192 328 263 1159 327 140
internal_value=0 -4.81338e-05 -0.000102381 -0.00017568 -0.000377041 -7.26459e-06
internal_weight=0 0.00703245 0.00593538 0.00491059 0.00223655 0.00267404
internal_count=3121 2929 2601 2338 1486 852
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=6
num_cat=0
split_feature=3 3 47 1 150
split_gain=2.36057e-05 2.26293e-05 4.83991e-05 3.01749e-05 3.02773e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 0.08592000000000001 0.087380000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00029021073852251989 0.00023060670563066258 -0.00028566686820890197 0.00031734061938682709 0.00023845858283754622 -0.0002024069480390006
leaf_weight=0.001859414495297924 0.0013557373594433415 0.0012985651697125025 0.0014026493637655547 0.0013428652808920708 0.0010810691631151668
leaf_count=1646 192 132 330 683 138
internal_value=0 -5.21235e-05 1.21305e-06 -0.000102308 4.18336e-05
internal_weight=0 0.00698456 0.005686 0.00428335 0.00242393
internal_count=3121 2929 2797 2467 821
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=6
num_cat=0
split_feature=49 51 42 13 2
split_gain=1.13689e-05 2.52911e-05 5.05117e-05 3.99291e-05 9.41597e-05
threshold=-0.047584999999999995 0.020580000000000005 0.084050000000000014 0.0076650000000000008 0.10613000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.007347830654766338 0.031021250284467079 -0.016238909308570453 -0.016875279193623173 -0.0074078019285578212 -0.0088868867487167606
leaf_weight=0.0016281222083676782 0.001406694830654355 0.0010415662902277974 0.0012074944413858722 0.0013115408827677096 0.0010198259362489079
leaf_count=403 724 404 1059 350 181
internal_value=0 -0.00207645 0.000906251 0.00665016 0.0142485
internal_weight=0 0.00598712 0.00494556 0.00373806 0.00242652
internal_count=3121 2718 2314 1255 905
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=6
num_cat=0
split_feature=52 160 16 48 1
split_gain=1.13693e-05 2.64755e-05 5.02594e-05 2.05621e-05 1.58253e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 0.085845000000000019 0.10871500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.012986487187706244 0.0086822124814847253 0.01674453838662952 -0.017181803889644267 -0.0076587309470830846 -0.00044740761432664932
leaf_weight=0.0010207357419990621 0.0012454700290649148 0.0011486667275615293 0.001988212414414792 0.0011882131240766427 0.0010029269313165377
leaf_count=485 553 886 856 189 152
internal_value=0 -0.00176733 -0.00459385 0.00289986 0.00873082
internal_weight=0 0.00634875 0.00532802 0.00333981 0.00215159
internal_count=3121 2568 2083 1227 1038
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=6
num_cat=0
split_feature=3 3 0 3 2
split_gain=1.06533e-05 1.98853e-05 3.28051e-05 2.50541e-05 2.48052e-05
threshold=0.13524500000000003 0.076840000000000006 -0.060129999999999996 -0.13309499999999996 0.083995000000000014
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.018027391283757126 0.0084111402654851418 -0.0099989956756268081 -0.0003000418941670842 0.020554367054443072 0.0039915899406066171
leaf_weight=0.001034543888513408 0.0012443314849509271 0.0019866635704770012 0.0011378974702210554 0.0011667821180909562 0.001012180527846063
leaf_count=707 192 240 172 276 1534
internal_value=0 -0.00170928 0.00207545 0.0102578 -0.00713819
internal_weight=0 0.00633807 0.0043514 0.00230468 0.00204672
internal_count=3121 2929 2689 448 2241
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=5
num_cat=0
split_feature=49 52 2 15
split_gain=1.0888e-05 1.94302e-05 5.08934e-05 5.767e-05
threshold=-0.043469999999999995 0.10744000000000002 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0069187011664763268 -0.010677975767344557 0.0098160668037147181 -0.018586231222860891 0.017026567872328296
leaf_weight=0.0017323341378412613 0.0015264892236308309 0.0011072594772090737 0.0017258819193076481 0.0014796805512509086
leaf_count=425 601 504 539 1052
internal_value=0 -0.00210892 -0.00489926 0.0029586
internal_weight=0 0.00583931 0.00473205 0.00300617
internal_count=3121 2696 2192 1653
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=7
num_cat=0
split_feature=52 16 2 3 2 48
split_gain=1.19219e-05 2.16367e-05 5.15508e-05 4.70937e-05 3.9731e-05 1.34548e-05
threshold=0.11434500000000002 0.013515000000000001 0.096540000000000015 -0.13309499999999996 0.084055000000000005 0.085325000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.021505094516630519 -0.0099975067646603192 -0.0066339650830363958 0.024107226020893727 0.017636567563849403 -0.013204920838130378 0.0027492611206537975
leaf_weight=0.0010063124921847522 0.0010372663318504692 0.001030057716202929 0.0011596005440188809 0.0012101052661192204 0.0010383311830831552 0.0010767802648269655
leaf_count=147 501 307 358 569 970 269
internal_value=0 0.00154449 0.00964597 -0.00255094 0.00318517 -0.00508282
internal_weight=0 0.00652119 0.00218966 0.00433153 0.00332522 0.00211511
internal_count=3121 2620 665 1955 1808 1239
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=5
num_cat=0
split_feature=4 48 15 3
split_gain=1.45086e-05 2.4026e-05 4.14291e-05 2.09058e-05
threshold=0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.012304999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.021874183183905566 0.0080577342241871502 0.0073058407271781997 -0.0079652644069453677 0.0093106097551804105
leaf_weight=0.0012413020210461541 0.0017122848910854898 0.001770963313237936 0.0015089474351014957 0.0013073474774323206
leaf_count=649 340 546 1424 162
internal_value=0 -0.00241244 -0.00665404 5.43398e-05
internal_weight=0 0.00582856 0.0040576 0.00281629
internal_count=3121 2781 2235 1586
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=5
num_cat=0
split_feature=3 0 43 3
split_gain=1.35206e-05 2.93991e-05 4.33627e-05 2.56331e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.096675000000000011
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0087296213416929846 0.018666523123487776 -0.012303198432442831 -0.015440042612031643 0.0035831026334013599
leaf_weight=0.0014273833652988822 0.0012013913850350763 0.0019258657669911508 0.0011617659582537187 0.0018148544629752125
leaf_count=303 1233 361 983 241
internal_value=0 -0.0020812 0.00263065 -0.00384157
internal_weight=0 0.00610388 0.00417801 0.00297662
internal_count=3121 2818 2457 1224
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=6
num_cat=0
split_feature=3 13 12 48 16
split_gain=1.09622e-05 2.81549e-05 3.9433e-05 4.45009e-05 1.70538e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0078626731450805454 0.0088861251522661406 0.01165303702192246 -0.02056761272540247 -0.016880953601645383 0.0058291453995507614
leaf_weight=0.0014263499782167345 0.0017377093197709255 0.0010087157654537346 0.0013239594456055815 0.0010213983605542056 0.0010024965078604228
leaf_count=303 843 202 1422 167 184
internal_value=0 -0.00187603 -0.00616874 0.000117431 0.0087501
internal_weight=0 0.00609428 0.00435657 0.00303261 0.00201121
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=7
num_cat=0
split_feature=2 48 2 52 43 0
split_gain=2.04413e-05 4.33391e-05 6.90761e-05 3.83026e-05 4.99377e-05 3.10299e-05
threshold=0.11510000000000002 0.091545000000000015 0.10097500000000002 -0.087284999999999988 -1.0000000180025095e-35 -0.098289999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00032897505067092336 0.00018037395309556114 0.00030658057248427861 -0.00052720161982955068 -0.00022114969179763328 0.00052622321488885024 4.951150848902919e-05
leaf_weight=0.0010857147986206737 0.0017425421280125942 0.0010575778002295533 0.0012772081151715279 0.0012151832494534027 0.0010086995131847632 0.0010946645172600783
leaf_count=393 459 266 332 1173 153 345
internal_value=0 -5.78753e-05 -0.000125717 -9.28893e-06 9.53014e-05 0.000278126
internal_weight=0 0.00673905 0.00568147 0.00440426 0.00331855 0.00210336
internal_count=3121 2662 2396 2064 1671 498
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=7
num_cat=0
split_feature=52 12 51 16 49 4
split_gain=2.97975e-05 4.14578e-05 4.12755e-05 3.74921e-05 3.58496e-05 1.81702e-05
threshold=0.11434500000000002 0.10345000000000001 -0.076794999999999988 -0.070454999999999976 -0.026779999999999995 -0.07712999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00036431361056943296 -0.00028219465225015042 0.00035492959958159675 0.00018490430942179367 7.6448103218426072e-05 -0.00026350491257786567 0.00044797421278368999
leaf_weight=0.0010946854522083244 0.001200862251824821 0.0013975766138594661 0.0011297110013637611 0.0010176965341628381 0.0017432215780784014 0.001006779798881523
leaf_count=464 501 281 156 229 981 509
internal_value=0 5.08258e-05 -2.01024e-05 5.68369e-05 -8.71789e-05 0.000261209
internal_weight=0 0.00738967 0.00599209 0.00489741 0.00287293 0.00202448
internal_count=3121 2620 2339 1875 1137 738
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=5
num_cat=0
split_feature=1 13 1 0
split_gain=1.21477e-05 1.9246e-05 2.39806e-05 9.53695e-06
threshold=0.11588000000000001 -0.036034999999999991 0.089175000000000018 -0.071924999999999989
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.010560299206224835 0.013484643448427178 0.011024734017137432 -0.0054644384654761111 -0.00015015392047451089
leaf_weight=0.0019191019372688778 0.0010062343270347929 0.0015860965372442404 0.0019867833654031355 0.0010465329081114859
leaf_count=1440 189 842 424 226
internal_value=0 -0.00248301 0.00185554 0.00653341
internal_weight=0 0.00549198 0.00357288 0.00205277
internal_count=3121 2706 1266 415
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=5
num_cat=0
split_feature=160 15 52 49
split_gain=1.19878e-05 2.34016e-05 4.86941e-05 4.77567e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.077655000000000016 -0.043469999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0075201001610564269 0.015511707094114945 0.0065890193061730737 0.01407694157558673 -0.017778531540608721
leaf_weight=0.001663764195590966 0.0010645264930264527 0.001376917986802664 0.0014994365320096601 0.0019339376400069998
leaf_count=970 232 275 614 1030
internal_value=0 0.0020954 -0.000873658 -0.00764456
internal_weight=0 0.00587482 0.00481029 0.00331086
internal_count=3121 2151 1919 1305
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=6
num_cat=0
split_feature=52 12 3 1 0
split_gain=1.18424e-05 2.05568e-05 2.39776e-05 4.44713e-05 3.17713e-05
threshold=0.11434500000000002 0.095110000000000014 0.11296500000000002 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.018892246014549821 -0.0099624051843056893 0.010853579055331021 -0.014855389948108045 0.016649720942731282 0.0045206384066271265
leaf_weight=0.0010761461329605411 0.0010342619784820452 0.001741297849625365 0.0010915348807790464 0.0013266902574443195 0.0012561254185781989
leaf_count=836 501 558 181 375 670
internal_value=0 0.00155902 -0.00184791 0.00203246 -0.00628243
internal_weight=0 0.00649179 0.0047505 0.00365896 0.00233227
internal_count=3121 2620 2062 1881 1506
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=6
num_cat=0
split_feature=15 49 16 4 0
split_gain=1.99969e-05 5.02592e-05 4.15255e-05 5.35388e-05 4.05472e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.0007049999999999999 -0.35136499999999998 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.00045167492022851719 -0.00034512582298324248 -0.00026758568401123527 -0.00022267320778128277 0.00038217684114230405 0.00016428034747403611
leaf_weight=0.0010895803606001445 0.0016312459142184543 0.0015373223247261585 0.0011807388645584324 0.0010748061633165315 0.0018317650516608101
leaf_count=256 1228 244 206 303 884
internal_value=0 8.56071e-05 -0.000106807 6.55483e-05 -3.27811e-05
internal_weight=0 0.00445867 0.00388679 0.00225555 0.00336909
internal_count=3121 1384 1737 509 1128
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=6
num_cat=0
split_feature=15 150 0 3 43
split_gain=1.1696e-05 3.77195e-05 6.97926e-05 3.32381e-05 3.14923e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 0.10542000000000001 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.01925794166750092 0.0023565074978461518 0.017633523938741357 0.012785608031969898 0.010526740594314188 -0.02056354756648043
leaf_weight=0.0013440176591560248 0.0010550128820064398 0.0013043021962194663 0.0013752077324186173 0.0010614257890536345 0.0013883795556642359
leaf_count=243 441 267 874 95 1201
internal_value=0 0.00365334 -0.00305239 -0.00424858 -0.0106671
internal_weight=0 0.00402353 0.00271923 0.00350482 0.00244339
internal_count=3121 1384 1117 1737 1642
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=6
num_cat=0
split_feature=47 457 0 52 16
split_gain=1.5178e-05 3.08345e-05 2.87732e-05 3.69456e-05 5.9141e-05
threshold=0.10254000000000001 0.045365000000000009 -0.15202999999999997 -0.057699999999999994 -0.16927999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00036712667073095245 0.00018050681402381126 0.00026197686640518265 0.00029781297313039501 0.0002145183653684528 -0.00033475494599166693
leaf_weight=0.0012043513806229205 0.001478455720644924 0.0010875565324255038 0.0010379197511310432 0.0012094219793258956 0.0019998836027469149
leaf_count=166 252 279 645 276 1503
internal_value=0 -3.94787e-05 -9.96173e-05 -2.37618e-05 -0.000127762
internal_weight=0 0.00653913 0.00545158 0.00424723 0.00320931
internal_count=3121 2869 2590 2424 1779
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=6
num_cat=0
split_feature=1 42 0 49 3
split_gain=1.05334e-05 2.68018e-05 2.96174e-05 3.69079e-05 6.19644e-06
threshold=0.077565000000000009 0.086375000000000021 -0.10151999999999999 -0.006494999999999999 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.00067651082414341721 -0.0086347070039403517 0.015895445762368118 -0.011725577405364132 0.015111349972849814 -0.011790898256233003
leaf_weight=0.0010045576601337056 0.0011246022531340178 0.0011394983206540433 0.001683566759650458 0.0015659539161689967 0.0010019103142733395
leaf_count=726 167 532 567 219 910
internal_value=0 0.00223539 -0.00132317 0.00518594 -0.00622637
internal_weight=0 0.00551362 0.00437412 0.00269056 0.00200647
internal_count=3121 1485 953 386 1636
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=6
num_cat=0
split_feature=2 48 2 13 12
split_gain=1.55903e-05 3.85714e-05 7.9364e-05 3.82206e-05 4.51123e-05
threshold=0.11510000000000002 0.091545000000000015 0.10097500000000002 -0.084034999999999985 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00034771632298464692 0.0001655676296879045 0.00030880919560820954 -0.00054704299036466384 0.00013672571415325796 -0.00032482118154249316
leaf_weight=0.0010225701568121548 0.001703653340163677 0.0010020964539673898 0.0012360034498730523 0.0016813996022978332 0.0015785842395154327
leaf_count=618 459 266 332 279 1167
internal_value=0 -4.50864e-05 -0.000109349 1.69752e-05 -8.67695e-05
internal_weight=0 0.00652065 0.00551856 0.00428255 0.00325998
internal_count=3121 2662 2396 2064 1446
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=7
num_cat=0
split_feature=52 12 2 13 2 1
split_gain=1.59946e-05 2.64353e-05 3.12376e-05 5.55936e-05 2.93352e-05 8.08943e-06
threshold=0.11434500000000002 0.097825000000000009 0.089885000000000007 -0.00096999999999999983 0.10774000000000002 0.091900000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00010534975373876991 -0.00022228899496901908 0.00024686615675899504 0.00038998022268137578 0.00010995849530993459 -0.00035211628124188696 -0.00035363640184652139
leaf_weight=0.0010069338179033199 0.0011203665549890844 0.0016550539656410186 0.0013386625358351306 0.0010580655736601588 0.0010548666654994193 0.0010111206665310286
leaf_count=1083 501 409 535 177 142 274
internal_value=0 2.97398e-05 -3.59602e-05 7.73438e-05 -0.000120729 -0.000229751
internal_weight=0 0.0071247 0.00546965 0.00345159 0.00211293 0.00201805
internal_count=3121 2620 2211 854 319 1357
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=7
num_cat=0
split_feature=2 52 4 13 3 1
split_gain=1.7617e-05 3.83711e-05 4.10598e-05 3.11215e-05 2.57357e-05 1.21365e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 -0.08971999999999998 0.10893000000000001 0.10781
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -4
right_child=3 2 5 4 -6 -7
leaf_value=-0.00041690279246615756 0.0003504445473692125 0.00026709886384151363 -0.00030462204186036185 0.00015708051026019527 -0.00026163230921532861 -8.834286973183654e-06
leaf_weight=0.0010036444252340109 0.0012804758203187991 0.001482450166642519 0.0010739502160641377 0.0012526983101457255 0.0010271016836903013 0.001059456010462108
leaf_count=410 200 1320 338 622 97 134
internal_value=0 -7.77075e-05 1.64421e-05 0.000105831 -3.15591e-05 -0.000157733
internal_weight=0 0.0046195 0.00361586 0.00356028 0.0022798 0.00213341
internal_count=3121 2202 1792 919 719 472
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=6
num_cat=0
split_feature=457 1 4 12 3
split_gain=1.10995e-05 2.63301e-05 3.38492e-05 2.59748e-05 9.24719e-06
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.091200000000000017 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0059466504274670777 0.009478793663865899 0.016401376559799331 -0.017458496900057123 -0.0043953666166464834 0.0065301724565714619
leaf_weight=0.0010538424179461674 0.0010573163009468603 0.0012884997650612741 0.0016612540467206942 0.0011248637498843901 0.0013614087075723598
leaf_count=824 289 305 634 149 920
internal_value=0 -0.00157023 -0.00647113 0.00670806 0.00108618
internal_weight=0 0.00648987 0.00407651 0.00241336 0.00241525
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=6
num_cat=0
split_feature=2 4 16 0 52
split_gain=2.72581e-05 3.34258e-05 3.88665e-05 5.21325e-05 9.87266e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.27167499999999994 -0.10607499999999999 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00028833130779472418 -0.00045525217458090801 0.00025089208760200232 0.00021334724717388215 -0.00050744733991460369 0.00018440480581290988
leaf_weight=0.0010845330415789941 0.0010083078635604349 0.0012298449227175776 0.0020034834131779458 0.0017289980371265347 0.0014648109644246491
leaf_count=199 179 236 302 1661 544
internal_value=0 -4.44218e-05 -0.000102948 -3.45987e-05 -0.000190136
internal_weight=0 0.00743545 0.0062056 0.00519729 0.00319381
internal_count=3121 2922 2686 2507 2205
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=6
num_cat=0
split_feature=52 51 43 2 3
split_gain=1.25277e-05 2.25994e-05 2.8563e-05 5.69503e-05 7.015e-05
threshold=-0.081429999999999989 0.08955500000000001 -0.00067499999999999993 0.10613000000000002 -0.0087149999999999988
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00013771288343265566 -0.0001998217304095231 -0.00030987843199824238 -5.9049911078393559e-05 -0.00018971672851035969 0.00065019700809674694
leaf_weight=0.0018211436060616608 0.0017688073089635616 0.0010485831022675725 0.0010346086117755918 0.0014970401776626271 0.0011128741785995711
leaf_count=771 1306 326 376 220 122
internal_value=0 -4.64103e-05 4.62455e-06 0.000103849 0.000308498
internal_weight=0 0.00646191 0.00541333 0.00364452 0.00214748
internal_count=3121 2350 2024 718 498
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=6
num_cat=0
split_feature=160 16 51 0 2
split_gain=1.53507e-05 3.14002e-05 4.97213e-05 3.47712e-05 3.45518e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.081440000000000026 -0.11756999999999999 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00016824401654201064 -0.00022752327512273878 -0.00038686741693493552 0.00051838665731768587 0.00020407385243825489 8.1501624923216667e-05
leaf_weight=0.0018083364269965404 0.0012791643664215933 0.0011427620283606984 0.0010158447248055794 0.0016349363170174839 0.0012881597739976887
leaf_count=970 183 447 236 910 375
internal_value=0 3.64884e-05 0.000144839 1.46214e-05 -0.000138676
internal_weight=0 0.00636087 0.00392995 0.0029141 0.00243092
internal_count=3121 2151 1329 1093 822
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=6
num_cat=0
split_feature=15 16 48 52 43
split_gain=2.3645e-05 2.9209e-05 3.75802e-05 4.51608e-05 3.77704e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00025533955132307762 -0.00029575746002067304 -0.00040124083133131138 0.00034603265459246484 -0.00018205615347360651 0.0002291081829780094
leaf_weight=0.0011934137902884371 0.0014088132637805036 0.0011170765171826286 0.0010951273159117781 0.001511818345304893 0.0019891648906262423
leaf_count=253 248 557 314 1225 524
internal_value=0 -4.28862e-05 1.94692e-05 -5.79721e-05 5.15564e-05
internal_weight=0 0.007122 0.00571319 0.00461806 0.00350098
internal_count=3121 2868 2620 2306 1749
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=5
num_cat=0
split_feature=52 13 13 2
split_gain=1.17537e-05 1.87428e-05 1.73761e-05 4.93337e-05
threshold=0.11434500000000002 -0.090639999999999984 0.05868000000000001 0.084245000000000014
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.010345424268305295 -0.0099078982266522023 0.010573713798803194 0.0063385738533616419 -0.01579259396521137
leaf_weight=0.0017641783325508583 0.0010402642950175251 0.0011141157600988369 0.0017184571815654455 0.0019547695104689729
leaf_count=417 501 590 347 1266
internal_value=0 0.00153448 -0.00171243 -0.00622068
internal_weight=0 0.00655152 0.00478734 0.00306889
internal_count=3121 2620 2203 1856
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=5
num_cat=0
split_feature=15 151 16 13
split_gain=1.06368e-05 2.62965e-05 2.09391e-05 1.96609e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.084119999999999986 -0.0013449999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0091355877934773729 0.010803931227602606 -0.013033961772035444 0.0094635118405260611 -0.0064533851986820368
leaf_weight=0.0010848990712111328 0.0013599870250848379 0.0019388628747221263 0.001324320981079272 0.0018744807037479418
leaf_count=253 516 777 1055 520
internal_value=0 -0.00156085 -0.00483392 0.000136295
internal_weight=0 0.00649765 0.00513766 0.0031988
internal_count=3121 2868 2352 1575
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=9.31445e-06 2.45103e-05 3.92506e-05 6.48183e-05 5.19715e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012911340070766664 0.0086488997723863405 -0.015485764116303119 0.0091592496734554021 0.02643581924735125 -0.018325465839007193
leaf_weight=0.0014433703885857315 0.001063590230153579 0.0010439086650827455 0.0017424522907718459 0.0011449885532760244 0.0011368741738040464
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00144466 0.00123611 0.00631027 -0.00169282
internal_weight=0 0.00651159 0.00546769 0.00402432 0.00287933
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=7
num_cat=0
split_feature=150 150 3 15 12 1
split_gain=2.78302e-05 4.44686e-05 2.67874e-05 6.92008e-05 6.8271e-05 5.13574e-05
threshold=0.11456000000000001 0.081835000000000019 0.095270000000000007 -0.016799999999999995 0.092355000000000007 0.091785000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=4.1626602387620482e-05 -0.00030948469199009338 0.0004145791930013497 -0.00049194932445882622 0.00018898078814385191 -0.0002961807425671246 0.00058350012617923409
leaf_weight=0.0018400865943640462 0.0010061902841786699 0.0010382904572107284 0.0012989436670749845 0.0010278636522145011 0.0013350692287806467 0.0010597443218178879
leaf_count=1309 124 296 159 99 854 280
internal_value=0 3.75291e-05 -2.21333e-05 -0.000191149 7.07303e-05 0.000239654
internal_weight=0 0.0076 0.00656171 0.00232681 0.0042349 0.00289983
internal_count=3121 2997 2701 258 2443 1589
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=5
num_cat=0
split_feature=2 3 13 16
split_gain=1.01901e-05 2.79109e-05 1.99368e-05 4.40051e-05
threshold=0.099185000000000009 0.11924500000000002 -0.033284999999999988 -0.0064149999999999997
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=-0.013718137313872567 0.012105203321018837 -0.0065047508551395409 -0.0078765807323002545 0.017324711326967612
leaf_weight=0.0012755478969504936 0.001886712920371851 0.001406826816019915 0.0019233380256960786 0.0010830428766335802
leaf_count=1269 734 185 696 237
internal_value=0 0.00415601 -0.00324248 0.00120214
internal_weight=0 0.00329354 0.00428193 0.00300638
internal_count=3121 919 2202 933
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=6
num_cat=0
split_feature=42 160 51 0 0
split_gain=1.12811e-05 2.70793e-05 2.79554e-05 2.64417e-05 3.17058e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.11756999999999999 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0095197223132302868 -0.010521536612717904 -0.010240839552308442 0.018882008311374349 0.01924416598420578 -0.0031237327027216696
leaf_weight=0.0010733917434741971 0.0014453099967565398 0.0013623741248917857 0.0011271694495348216 0.0011582929732678626 0.0013992366686850851
leaf_count=862 828 213 257 798 163
internal_value=0 0.00154705 0.00500308 0.00101219 0.00700658
internal_weight=0 0.00649238 0.00504707 0.0039199 0.00255753
internal_count=3121 2259 1431 1174 961
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=1.88899e-05 3.78463e-05 4.78632e-05 2.36909e-05 3.27396e-05
threshold=0.27834500000000006 -0.016164999999999995 -0.14794999999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00029435951672370235 0.00017300368613788449 -0.0004900240535564951 0.00010101522036946137 0.00016845948470149658 -0.00033195100562437128
leaf_weight=0.0010237911943088845 0.001877277489453817 0.001060647357714951 0.0012304081183654426 0.0015537799126723205 0.0014781129886267349
leaf_count=458 340 155 496 286 1386
internal_value=0 -5.08926e-05 -0.000117297 -2.45459e-05 -0.000135266
internal_weight=0 0.00634674 0.00532295 0.0042623 0.00270852
internal_count=3121 2781 2323 2168 1882
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=7
num_cat=0
split_feature=42 49 4 2 12 1
split_gain=1.07185e-05 2.30415e-05 2.60045e-05 2.71803e-05 3.27907e-05 2.35189e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.24564500000000003 0.10097500000000002 0.051320000000000005 0.107145
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0032076016871690309 -0.0095367675200656206 0.019513801599150372 0.018333154325423106 -0.012352041623391114 -0.0045351759874587188 -0.018170349682506203
leaf_weight=0.0010482261900321291 0.0010232658988671792 0.0011004060794122833 0.0011665074662926705 0.0010472627594474066 0.0011695676777306516 0.0010109171594078229
leaf_count=434 630 162 224 331 1198 142
internal_value=0 0.00146914 0.00549069 0.00097463 0.00712295 -0.0072877
internal_weight=0 0.00654289 0.00448374 0.00331724 0.00226997 0.00205914
internal_count=3121 2491 1915 1691 1360 576
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=7
num_cat=0
split_feature=42 42 157 1 3 1
split_gain=2.4774e-05 2.25754e-05 4.91537e-05 6.89855e-05 7.36842e-05 0.000114088
threshold=-1.0000000180025095e-35 0.092620000000000022 -1.0000000180025095e-35 0.11212500000000002 -0.083924999999999986 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00025041086006419338 -0.00029630919839254059 -0.00020200390305296311 0.00075417907220597655 -0.00018118729993753439 -0.00021488817823986017 0.00061329440845063086
leaf_weight=0.0011964421202936776 0.0010033180761397885 0.0011196662807034727 0.0010723244776983942 0.0014682371112881929 0.0014778019434374355 0.0011273668734613654
leaf_count=862 453 630 299 222 488 167
internal_value=0 5.40777e-05 0.000100707 0.000178117 0.00032157 0.000143501
internal_weight=0 0.00726871 0.00614905 0.00514573 0.00367749 0.00260517
internal_count=3121 2259 1629 1176 954 655
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=6
num_cat=0
split_feature=4 15 151 3 43
split_gain=3.15707e-05 4.94966e-05 3.74794e-05 4.63434e-05 4.78585e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.083060000000000009 -0.090869999999999992
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00024584238545649671 0.00042163323628340368 -0.00012148929500042561 -0.0003239046400612493 -0.00038637660436600685 0.00020735869903191226
leaf_weight=0.0011258372814446161 0.0014713098325204537 0.0011488474424017586 0.001039717467390547 0.001924716815875663 0.0017479037372807968
leaf_count=463 266 160 357 203 1672
internal_value=0 0.000183493 -7.55738e-05 -0.000152364 9.20991e-06
internal_weight=0 0.00262016 0.00583818 0.00471234 0.00278762
internal_count=3121 426 2695 2232 2029
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=7
num_cat=0
split_feature=42 160 51 15 0 12
split_gain=1.79643e-05 3.07489e-05 3.04089e-05 3.29978e-05 0.000105523 4.66004e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.15026499999999995 -0.11756999999999999 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00023025672995456001 -0.0002075269018741852 0.00033382359089657079 0.00037331171888493078 -0.00060263814085488782 -0.00012261651685322906 0.00043769815601105464
leaf_weight=0.0011654447546635182 0.0015942249770355731 0.001008983482053498 0.0012307177100644275 0.0010003643220234939 0.0011271253390995935 0.0011559215054811104
leaf_count=862 828 158 257 148 484 384
internal_value=0 3.23579e-05 0.0001016 2.36943e-05 -7.16076e-05 0.000161074
internal_weight=0 0.00711734 0.00552311 0.00429239 0.00328341 0.00228305
internal_count=3121 2259 1431 1174 1016 868
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=5
num_cat=0
split_feature=2 3 13 15
split_gain=1.14391e-05 2.26669e-05 1.66769e-05 4.03757e-05
threshold=0.099185000000000009 0.11924500000000002 0.06370000000000002 -0.094549999999999981
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0086485055573134982 0.011564758931881991 -0.0051765826314353683 0.0061638158165570334 -0.015780021354793353
leaf_weight=0.0010253929550786424 0.0018935871445476247 0.0014116625813679761 0.001277296769787023 0.0019890036909331632
leaf_count=324 734 185 207 1671
internal_value=0 0.00441458 -0.00341249 -0.00747029
internal_weight=0 0.00330525 0.00429169 0.0030144
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=6
num_cat=0
split_feature=42 160 51 4 4
split_gain=1.21208e-05 2.30474e-05 2.32344e-05 2.54511e-05 6.63199e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.083854999999999985 0.181285
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0098604068876977629 -0.0094716333060875253 0.014049360854691577 0.017437879313008064 -0.024291845756929845 0.0076262088292869045
leaf_weight=0.001071979761257843 0.0014562300764959513 0.0011034751360745848 0.0011305549429370234 0.0010168928421882344 0.0018091504628958857
leaf_count=862 828 171 257 739 264
internal_value=0 0.00161433 0.00480474 0.00117009 -0.00385884
internal_weight=0 0.0065163 0.00506007 0.00392952 0.00282604
internal_count=3121 2259 1431 1174 1003
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 3
split_gain=1.38576e-05 2.08764e-05 4.20011e-05 4.78756e-05 3.50607e-05 1.97153e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 0.092755000000000018 -0.053834999999999994 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00029758526041929789 0.00018049117781065527 0.00021796300856955734 0.00028223893495180963 -0.00046890083474669929 -0.00029476193209289857 -7.935194409882007e-05
leaf_weight=0.0011193366144707528 0.0013526907206059683 0.0010468181637273317 0.0010003915894120502 0.0013712470336387605 0.0012564126216135538 0.0010192977607948197
leaf_count=1311 192 328 263 589 158 280
internal_value=0 -3.67784e-05 -8.30212e-05 -0.000159685 -3.47942e-05 0.000117933
internal_weight=0 0.0068135 0.00576669 0.00476629 0.00339505 0.00213863
internal_count=3121 2929 2601 2338 1749 1591
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=6
num_cat=0
split_feature=159 15 2 12 1
split_gain=1.10967e-05 2.30999e-05 4.14099e-05 4.0404e-05 2.51438e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 0.090455000000000021 0.091095000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012167471144609433 0.00943658829530865 0.011472174702677055 -0.010159251855603908 0.024889138556447841 -0.010493302419353609
leaf_weight=0.0015603045743359098 0.0010688968776647522 0.0010680471361624415 0.001830522576375386 0.0010392875861421243 0.0010177078056952541
leaf_count=331 527 977 525 607 154
internal_value=0 -0.00155636 0.00178465 0.0087809 0.000754503
internal_weight=0 0.00651587 0.00495557 0.00312504 0.00208575
internal_count=3121 2594 2263 1738 1131
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=2.05735e-05 5.08126e-05 5.47393e-05 2.40372e-05 3.63926e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.14794999999999997 0.085270000000000026 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0003504895742577234 0.0001850206701572311 -0.00050830490180081502 0.00011370714619569247 0.00016860805980565839 -0.00033718680988950773
leaf_weight=0.0010452808825132083 0.0019197676770164622 0.0011183999944591539 0.0012591153919277076 0.0016062560571730835 0.0015178516227064994
leaf_count=452 340 160 496 286 1387
internal_value=0 -4.58124e-05 -0.000121108 -2.23127e-05 -0.000132745
internal_weight=0 0.0065469 0.00550162 0.00438322 0.00277697
internal_count=3121 2781 2329 2169 1883
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.18052e-05 1.55791e-05 3.22636e-05 4.55107e-05
threshold=0.13524500000000003 0.076840000000000006 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0022984399636821174 0.0089040802942960181 -0.009054202142154761 -0.0090536228962470097 0.024496157227998423
leaf_weight=0.001561874286438393 0.0012449625517231061 0.0019982261451568758 0.0017153875627394363 0.0010669096106722246
leaf_count=1432 192 240 901 356
internal_value=0 -0.00174658 0.00161477 0.00857633
internal_weight=0 0.0063424 0.00434417 0.00262878
internal_count=3121 2929 2689 1788
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=7
num_cat=0
split_feature=4 52 0 1 1 13
split_gain=1.84993e-05 4.83799e-05 3.26492e-05 4.82451e-05 2.97767e-05 2.32777e-05
threshold=0.0061450000000000003 -0.049749999999999996 -0.17169499999999996 0.11323000000000001 0.086560000000000012 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00018882063623490948 0.00043096570582814442 0.00024266006649671909 -0.00045144901462883621 0.00012404213007341589 -0.00032739115915524856 0.00020755698253132292
leaf_weight=0.0010092361345794077 0.0011572860815701564 0.0010986242484361608 0.0011450538505213431 0.0010962532346412679 0.0013988512878938724 0.0013076604173905774
leaf_count=870 218 119 336 214 763 601
internal_value=0 8.54731e-05 -3.42401e-05 -0.000169969 -0.000101493 3.48956e-05
internal_weight=0 0.00449722 0.00333993 0.00224131 0.00371575 0.0023169
internal_count=3121 887 669 550 2234 1471
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=6
num_cat=0
split_feature=15 151 48 12 1
split_gain=1.12672e-05 2.23809e-05 2.10511e-05 3.80537e-05 1.78611e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.091545000000000015 0.090455000000000021 0.086560000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0094202676219641845 0.0098170892032670605 -0.0072195135342228104 0.007545140778289057 0.0041226202885793961 -0.024328836684191585
leaf_weight=0.0010881486100738089 0.001363119671361092 0.0012169186824899664 0.0011173940888027818 0.0015795294894913703 0.0012237346397193714
leaf_count=253 516 916 246 893 297
internal_value=0 -0.00157414 -0.00459651 -0.00797123 -0.0157981
internal_weight=0 0.0065007 0.00513758 0.00402018 0.00244065
internal_count=3121 2868 2352 2106 1213
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=6
num_cat=0
split_feature=11 43 2 3 3
split_gain=2.15097e-05 4.09045e-05 3.2597e-05 3.41921e-05 3.13933e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.11924500000000002 -0.075944999999999985
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=4.0105074441815745e-05 -0.00027839878971921267 -0.00030339729499252299 0.00022863867617724161 -0.00016367294054491586 0.00049920457194773792
leaf_weight=0.001299722909197483 0.0010062912372422626 0.0015989850837815601 0.0017375721236185084 0.001679916847474303 0.0010236509881404328
leaf_count=909 208 860 580 189 375
internal_value=0 2.72932e-05 -7.23234e-05 3.57921e-05 0.000242379
internal_weight=0 0.00733985 0.00501647 0.00341749 0.00232337
internal_count=3121 2913 1629 769 1284
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=7
num_cat=0
split_feature=42 13 16 12 0 15
split_gain=2.9171e-05 4.10376e-05 5.45849e-05 5.71923e-05 7.02036e-05 4.23317e-05
threshold=0.092620000000000022 0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00023082885889553383 -0.00028517520736994221 0.00035082063282616176 -0.00038922097899903946 -0.00033380038207301324 0.0006239541933038596 0.00025725076271539192
leaf_weight=0.0013229769827794915 0.0011761406229521239 0.0013908612242385428 0.0012414949228099796 0.0010445352039063112 0.0010199571217987249 0.0014127474603497095
leaf_count=171 630 166 401 1208 354 191
internal_value=0 4.71595e-05 -2.27463e-05 7.20362e-05 0.000184908 2.12189e-05
internal_weight=0 0.00743257 0.00604171 0.00480022 0.00375568 0.00273572
internal_count=3121 2491 2325 1924 716 362
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=6
num_cat=0
split_feature=42 13 16 12 4
split_gain=1.14707e-05 2.25013e-05 3.09461e-05 2.5961e-05 4.31885e-05
threshold=0.092620000000000022 0.11217000000000001 0.071345000000000006 0.082850000000000021 0.08184000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01613998234625369 -0.0097972737880629105 0.013664959039940359 -0.016051884980885243 -0.010813220067463054 -0.0081780200368518751
leaf_weight=0.0019909652474143927 0.0010338897584065716 0.0012405239014893843 0.001121219257714726 0.0010700084591887828 0.0011534056285373317
leaf_count=384 630 166 401 1323 217
internal_value=0 0.00153363 -0.00128689 0.00264127 0.00721975
internal_weight=0 0.00657612 0.0053356 0.00421438 0.00314437
internal_count=3121 2491 2325 1924 601
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=6
num_cat=0
split_feature=42 160 3 1 0
split_gain=1.0762e-05 2.04235e-05 2.53356e-05 5.61995e-05 6.54807e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.094385000000000011 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0092944774054269774 -0.008898726045865989 -0.0079392512275066312 -0.0052774580981582095 0.00045265754236503827 0.03531486261732552
leaf_weight=0.0010712670129031368 0.0014604435311616924 0.0012338288184719588 0.0016651516217388381 0.0010043518638879179 0.0011622338475349011
leaf_count=862 828 187 755 137 352
internal_value=0 0.00151995 0.00452374 0.00853686 0.019154
internal_weight=0 0.00652601 0.00506557 0.00383174 0.00216659
internal_count=3121 2259 1431 1244 489
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 43
split_gain=2.56796e-05 4.17892e-05 3.51988e-05 5.68133e-05 6.47063e-05 4.29751e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 0.0052350000000000009 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00034451405771650662 0.00037134969918459801 -0.00011985306010447041 -5.7495355207842956e-06 0.00037982040955299005 0.00027035850520151637 -0.00054750307145074589
leaf_weight=0.0014112625466987053 0.0015214918133077443 0.0011841320710985538 0.0010092597525068845 0.0011822645976728172 0.0011036042707822493 0.0012730418803729661
leaf_count=393 266 160 513 384 175 1230
internal_value=0 0.000156372 -7.38498e-05 9.76757e-06 -0.000119445 -0.000307933
internal_weight=0 0.00270562 0.00597943 0.00456817 0.00338591 0.0022823
internal_count=3121 426 2695 2302 1918 1743
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=7
num_cat=0
split_feature=150 49 1 12 3 2
split_gain=2.39945e-05 4.10298e-05 3.63463e-05 5.2336e-05 4.99869e-05 4.27007e-05
threshold=0.11456000000000001 -0.026779999999999995 0.12337000000000002 0.09334000000000002 0.090900000000000009 0.08622500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00033383959099987165 -0.00028059331336765478 -0.00015546411095094238 0.00028297932562456837 -0.00044399234176958788 -0.00035655258481942422 0.00035171982621390086
leaf_weight=0.0014728308201256528 0.0010179996579472187 0.001042523342944717 0.0011540421722666906 0.0012855534936323295 0.0010103387410243594 0.0016456288603053865
leaf_count=355 124 775 232 717 127 791
internal_value=0 3.99387e-05 -3.05827e-05 -0.000103187 1.52728e-05 0.000155023
internal_weight=0 0.00761092 0.00613809 0.00498404 0.00369849 0.00268815
internal_count=3121 2997 2642 2410 1693 1566
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=7
num_cat=0
split_feature=42 49 4 2 12 2
split_gain=1.10611e-05 2.38276e-05 2.26315e-05 2.74413e-05 3.04169e-05 1.98623e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.24564500000000003 0.10097500000000002 0.051320000000000005 0.090790000000000023
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.01729403145575371 -0.0096005691552480538 0.019498964963924725 0.0175470175320004 -0.011928072806200287 -0.0036083085409042027 0.0022928035330814097
leaf_weight=0.0010215875955892485 0.0010370653145174401 0.0011029050395605969 0.001171524761649635 0.0010569122646268804 0.001178233660610773 0.0010497007703748119
leaf_count=327 630 162 224 331 1198 249
internal_value=0 0.00151094 0.00558898 0.00139217 0.0075638 -0.00736769
internal_weight=0 0.00658086 0.00450958 0.00333805 0.00228114 0.00207129
internal_count=3121 2491 1915 1691 1360 576
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=7
num_cat=0
split_feature=147 151 4 16 4 2
split_gain=1.16907e-05 1.95056e-05 5.10595e-05 3.59178e-05 1.91967e-05 4.24675e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.0052350000000000009 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.014157215873433937 0.010016570594448092 -0.020698011365529997 0.017765736721157083 -0.01954690318063864 0.011713972248586476 0.008794517466053876
leaf_weight=0.0010326930452955593 0.00101019672245738 0.0010436462366431006 0.0013458968041006316 0.0010160660679270008 0.0010543244465069392 0.0011022602417699113
leaf_count=412 183 392 316 1230 241 347
internal_value=0 -0.00153564 0.000807717 -0.0046055 0.00068814 -0.00479959
internal_weight=0 0.00659489 0.00556219 0.0042163 0.00317265 0.00211833
internal_count=3121 2938 2526 2210 1818 1577
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=6
num_cat=0
split_feature=42 49 15 4 15
split_gain=1.10985e-05 2.09741e-05 3.93182e-05 4.18712e-05 4.09447e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.055554999999999993 -0.111605 -0.24436499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0094603404592560284 0.012097832889114944 0.0051741359009810119 -0.004825293078644234 0.020969241988226705 -0.020738901912151476
leaf_weight=0.0010661958930462097 0.0014613310563389836 0.0010210311518671356 0.0013356570158626904 0.0011899612530671861 0.0015138222501259245
leaf_count=862 360 226 266 863 544
internal_value=0 0.00154475 -0.00150271 0.00732797 -0.0103012
internal_weight=0 0.0065218 0.00506047 0.00252562 0.00253485
internal_count=3121 2259 1899 1129 770
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=6
num_cat=0
split_feature=3 3 47 3 2
split_gain=1.02349e-05 1.58027e-05 4.05693e-05 2.92921e-05 3.70331e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 -0.13309499999999996 0.090935000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015940224854332122 0.0083006608021286617 -0.012053328319607998 0.016272568103585967 0.012682857211179385 -0.011992631206192447
leaf_weight=0.0013905293556386498 0.0012415009737237592 0.0011826777290219678 0.0012706669244402329 0.0014291249084311393 0.001058848805582195
leaf_count=283 192 132 330 1356 828
internal_value=0 -0.00162931 0.000764913 -0.00431567 0.00218129
internal_weight=0 0.00633185 0.00514917 0.0038785 0.00248797
internal_count=3121 2929 2797 2467 2184
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=6
num_cat=0
split_feature=2 13 13 16 16
split_gain=1.07415e-05 2.37188e-05 1.67748e-05 4.3965e-05 1.41806e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.0064149999999999997 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.01293449686153709 0.015683018672703726 0.0059403953907242422 -0.0083440412255588979 0.016882417055350006 -0.010421298940234879
leaf_weight=0.0012720291760487754 0.0011750778871540656 0.0010875292239781826 0.0019114519776756986 0.0010819069357097231 0.0010327285774765667
leaf_count=1269 200 257 696 237 462
internal_value=0 0.00428689 -0.00331437 0.000773703 -0.00202901
internal_weight=0 0.00329534 0.00426539 0.00299336 0.00212026
internal_count=3121 919 2202 933 719
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=7
num_cat=0
split_feature=484 42 15 16 16 2
split_gain=1.82931e-05 2.58561e-05 3.02245e-05 4.11806e-05 6.75717e-05 4.22484e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.13578499999999996 -0.27167499999999994 -0.056919999999999991 0.098035000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00031829457192218853 0.00024019818498486004 -0.00021765598681414193 -0.0002435741662498884 0.00053432618537856895 -0.00031195185444003693 0.000243039480712364
leaf_weight=0.0010591732842345873 0.0010631279408554123 0.0016095243217456598 0.0010603837975226896 0.0013839841880181432 0.0010130414070994647 0.0010999221157681181
leaf_count=806 394 289 175 605 567 285
internal_value=0 -3.52795e-05 1.33291e-05 9.49067e-05 0.000197545 -2.30461e-05
internal_weight=0 0.00722603 0.00616686 0.00455733 0.00349695 0.00211296
internal_count=3121 2727 1921 1632 1457 852
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=6
num_cat=0
split_feature=0 47 49 2 43
split_gain=2.74426e-05 4.16328e-05 3.76315e-05 0.00010878 3.4606e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.066894999999999982 0.11215000000000001 -0.043144999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.00030121913769382989 0.00045268674566882746 -0.00035545091485221356 0.0004199769729563435 -0.0003322366766963787 -1.163567274231343e-05
leaf_weight=0.0010177582655815903 0.0010095291951305845 0.0014934194290413573 0.0019359367300696606 0.0011956316411457957 0.0015876490761720723
leaf_count=272 146 310 1837 337 219
internal_value=0 -7.47135e-05 2.63291e-05 0.000132782 0.000168848
internal_weight=0 0.00564275 0.00414933 0.00313157 0.00259718
internal_count=3121 2756 2446 2174 365
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=6
num_cat=0
split_feature=11 2 52 52 43
split_gain=1.62467e-05 4.51874e-05 5.21817e-05 3.92194e-05 3.3484e-05
threshold=0.076920000000000002 0.089885000000000007 -0.024714999999999997 0.10347000000000002 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=7.9003734011511581e-05 -0.00022817058766439092 0.00048000294525106318 -0.00015428325688076751 0.00031934563787158353 -0.00034374318788810604
leaf_weight=0.0013104965093046468 0.0010292748796281075 0.0013633662491537796 0.0018753834975202127 0.0010476949992299161 0.0015995669696611352
leaf_count=689 226 480 470 328 928
internal_value=0 3.52046e-05 0.000163225 1.54757e-05 -0.000153366
internal_weight=0 0.00719651 0.00428644 0.00292308 0.00291006
internal_count=3121 2895 1278 798 1617
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=6
num_cat=0
split_feature=52 160 16 48 4
split_gain=1.04125e-05 3.12727e-05 6.28796e-05 2.30562e-05 1.67017e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 0.085845000000000019 0.25615500000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.014326558791016672 0.0083766199265866721 0.018640407814915522 -0.018830682774233557 -0.0074635026067084165 0.00096995853729941919
leaf_weight=0.0010284194016188745 0.001241908406336009 0.0010782267347700493 0.0019818664179049915 0.0011955635560612051 0.0010614715013490886
leaf_count=485 553 825 856 189 213
internal_value=0 -0.00163597 -0.00472338 0.00365941 0.00987437
internal_weight=0 0.00634555 0.00531713 0.00333526 0.0021397
internal_count=3121 2568 2083 1227 1038
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=6
num_cat=0
split_feature=151 4 43 16 0
split_gain=2.12591e-05 4.83831e-05 3.50964e-05 4.56907e-05 4.88956e-05
threshold=-0.024429999999999997 0.40473500000000007 0.05259500000000001 -0.092484999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00019913102928782394 -0.00050828892200012823 0.00029485626550535183 0.00017202322297479538 0.00016264879755807573 -0.00034438099101501851
leaf_weight=0.0016007136394857934 0.0013749536869848635 0.0012549849499315733 0.0011515101658996748 0.0015589856252278943 0.0013772414561642634
leaf_count=529 349 248 357 1321 317
internal_value=0 -5.2321e-05 -0.000132081 -0.000213306 -7.51742e-05
internal_weight=0 0.00671768 0.00546269 0.00431118 0.00293623
internal_count=3121 2592 2344 1987 1638
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=6
num_cat=0
split_feature=0 4 43 15 1
split_gain=1.0432e-05 2.59695e-05 3.87715e-05 3.68093e-05 2.05291e-05
threshold=0.056435000000000006 -0.059649999999999988 -0.079734999999999986 -0.095869999999999983 0.111945
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0151980160168853 0.0076800350360546697 -0.014429106128839415 -0.012803134667378108 0.017075448733320484 0.0071059572406516605
leaf_weight=0.0011701414280651176 0.0014337747883823877 0.0011857104156783567 0.0010204286561853477 0.0017252308948257234 0.0010517456236850209
leaf_count=1122 204 744 235 628 188
internal_value=0 -0.00179165 0.00135645 0.00628536 -0.00269814
internal_weight=0 0.00615326 0.00498312 0.00379741 0.00207217
internal_count=3121 2917 1795 1051 423
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=6
num_cat=0
split_feature=42 43 0 2 49
split_gain=2.08273e-05 2.82386e-05 4.21835e-05 5.46018e-05 2.58928e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00025039751809629158 0.00023740402034764699 -0.00011138025866515606 -0.00054956904235825186 6.1235202576224139e-05 0.00026059387904293967
leaf_weight=0.0011638294613345703 0.0018980117429163012 0.001204289546750616 0.0011266004369366587 0.0011241283094092335 0.0017871700812043833
leaf_count=862 1041 151 553 280 234
internal_value=0 3.24751e-05 -4.17225e-05 -0.000244502 0.000110846
internal_weight=0 0.0071402 0.00524219 0.00225073 0.00299146
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=7
num_cat=0
split_feature=52 16 3 2 47 2
split_gain=1.02889e-05 2.07192e-05 5.31571e-05 4.29656e-05 3.42382e-05 4.33933e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.096540000000000015 0.077555000000000013 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4
right_child=-2 3 4 -5 -6 -7
leaf_value=-0.022683784047524219 -0.0092687766012704616 -0.0056262165614904807 0.02284506221833502 0.022435275704896354 -0.011215656719639854 -0.0049088615158781107
leaf_weight=0.0010067158841666228 0.00103588645421327 0.0010200597161207326 0.001261579853655762 0.0011731495742396617 0.0010723684630932658 0.0010178578560833297
leaf_count=147 501 307 1193 358 205 410
internal_value=0 0.00145637 -0.00253276 0.0093839 0.0035196 0.0104519
internal_weight=0 0.00655173 0.00435852 0.00219321 0.00335181 0.00227944
internal_count=3121 2620 1955 665 1808 1603
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.1535e-05 2.61257e-05 4.00237e-05 3.8902e-05 1.79931e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.03241999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.008047414969681992 0.0084451178257036585 0.0053146164550267848 -0.020597568973695843 -0.0155818689916808 0.011263176695074904
leaf_weight=0.0014400359832438796 0.0017460541472910044 0.0010251500332831586 0.0013172909915323949 0.0010307019289625963 0.0010089353640426557
leaf_count=303 843 228 1422 167 158
internal_value=0 -0.00189871 -0.00602024 0.000245314 0.00826519
internal_weight=0 0.00612813 0.00438208 0.00306479 0.00203409
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=5
num_cat=0
split_feature=4 48 2 52
split_gain=1.03864e-05 2.24524e-05 4.16148e-05 4.16569e-05
threshold=0.27834500000000006 0.083985000000000018 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.015826511071288903 0.006824577180129212 0.0073733901189062256 -0.022188955654195021 0.0091518523881623029
leaf_weight=0.0010370595476897569 0.001719434301081563 0.0017725340108078243 0.0011534441661717066 0.0018744500390107095
leaf_count=577 340 546 427 1231
internal_value=0 -0.00201842 -0.00611374 0.000254732
internal_weight=0 0.00583749 0.00406495 0.00291151
internal_count=3121 2781 2235 1808
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=7
num_cat=0
split_feature=147 52 0 4 4 1
split_gain=1.76505e-05 2.68836e-05 2.78164e-05 2.67897e-05 2.14434e-05 6.12731e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.062294999999999996 -0.35136499999999998 0.0052350000000000009 0.11181500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00031530925845942525 0.00023426875127217388 -0.00032880907148466351 -4.4051317632444715e-05 0.00037374883850519543 0.00029305282846462831 -0.00032034213817869775
leaf_weight=0.0011420519180738629 0.0010779376394653532 0.0010243693610772374 0.0010997874633463141 0.0012730800659801352 0.0013502628306081622 0.0011674439828377402
leaf_count=1459 183 496 188 274 352 169
internal_value=0 -3.51197e-05 1.47502e-05 0.000180105 -9.24604e-05 8.62564e-06
internal_weight=0 0.007057 0.00603263 0.00237287 0.00365976 0.00251771
internal_count=3121 2938 2442 462 1980 521
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=5
num_cat=0
split_feature=43 43 16 2
split_gain=1.14372e-05 2.97358e-05 2.13318e-05 3.08445e-05
threshold=-0.04890499999999999 -0.13868499999999997 -0.056919999999999991 0.089885000000000007
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0039935219791606301 -0.01140528125459433 0.017808614064056025 -0.010832190564276201 0.0098427080388887277
leaf_weight=0.0014444840045862251 0.0010432750894940096 0.0011034694829714987 0.0019859335459927407 0.0019794053468610191
leaf_count=321 603 1134 600 463
internal_value=0 0.00544856 -0.00278084 0.00250899
internal_weight=0 0.00254795 0.00500861 0.00302268
internal_count=3121 1455 1666 1066
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=6
num_cat=0
split_feature=2 4 52 150 4
split_gain=1.76246e-05 3.37643e-05 3.01175e-05 3.78871e-05 2.07125e-05
threshold=0.10912000000000001 0.15285000000000001 0.084960000000000022 0.086615000000000011 -0.0086549999999999978
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-7.0268753611767363e-05 0.00036188102013265996 -8.4211864479754204e-05 -0.0003215605584446811 -0.00030291290638435745 0.0002526355780277225
leaf_weight=0.0012779033933278412 0.0012498044538775607 0.0013645521540599035 0.0013461020734624775 0.0010766217028871919 0.0018982002061498282
leaf_count=919 372 249 820 213 548
internal_value=0 0.000129045 -6.59459e-05 1.4963e-05 0.000122715
internal_weight=0 0.00261436 0.00559883 0.00425273 0.0031761
internal_count=3121 621 2500 1680 1467
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=7
num_cat=0
split_feature=159 1 16 48 12 4
split_gain=6.80392e-05 6.83478e-05 5.05278e-05 4.9536e-05 6.45305e-05 5.87863e-05
threshold=-1.0000000180025095e-35 0.11323000000000001 -0.25582999999999995 0.088965000000000002 0.09141500000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00048509444945671749 -6.8522841892191668e-05 4.3640277692856979e-05 0.00061688468214280291 0.00028071792610261966 0.0001953462425005672 -0.00062587223835490523
leaf_weight=0.0010153937799397628 0.0015580718960903506 0.0011718137084583951 0.0011930442435132606 0.0012263524436196887 0.0013068586464161295 0.0013649992627591426
leaf_count=509 957 185 233 303 633 301
internal_value=0 5.4414e-05 0.000332836 -6.62593e-05 -0.000166856 -0.000328791
internal_weight=0 0.00782114 0.00236486 0.00545628 0.00422993 0.00292307
internal_count=3121 2612 418 2194 1891 1258
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=6
num_cat=0
split_feature=2 4 4 0 4
split_gain=2.13473e-05 5.02219e-05 4.06242e-05 3.27299e-05 3.96387e-05
threshold=0.10912000000000001 -0.35136499999999998 0.15285000000000001 -0.060129999999999996 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -3
right_child=2 3 -4 -5 -6
leaf_value=-0.00046434229537725528 0.00039680245260266425 -0.00037845468100606536 -8.8977050790048977e-05 0.00022729434126180612 8.3624279851083358e-05
leaf_weight=0.0010162961623572542 0.0012704804407487923 0.0012317627556887589 0.0013816162265996538 0.0017654209362043152 0.0016972035644754377
leaf_count=173 372 1721 249 171 435
internal_value=0 -6.91473e-05 0.000143734 1.64092e-05 -0.000110701
internal_weight=0 0.00571068 0.0026521 0.00469439 0.00292897
internal_count=3121 2500 621 2327 2156
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=6
num_cat=0
split_feature=0 0 150 16 3
split_gain=2.45754e-05 5.37176e-05 3.60469e-05 3.79532e-05 2.88331e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.081835000000000019 -0.27167499999999994 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.00039951437552012044 0.0002949426847215907 -0.00048144620109594123 0.00029885404240415591 7.8555355711745536e-05 -6.8553426458115897e-05
leaf_weight=0.0010493266080037879 0.0018379179189017443 0.0010502114231455651 0.00121211916622677 0.0016305024322057625 0.0015436184659996114
leaf_count=181 210 1936 172 259 363
internal_value=0 -8.7919e-05 1.82711e-05 -0.00010864 0.000129012
internal_weight=0 0.00494216 0.00389195 0.00267983 0.00338154
internal_count=3121 2548 612 440 573
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=7
num_cat=0
split_feature=2 16 4 2 15 0
split_gain=1.37963e-05 2.74354e-05 2.69066e-05 5.81005e-05 3.29221e-05 1.46935e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.028889999999999996 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00020687930678866474 0.00025958483822189878 9.4211908107009494e-05 -0.00032408139057199498 0.00033239287213755709 -0.00014187630282968546 -0.00047331859456405464
leaf_weight=0.0010523441007972622 0.001046407139245629 0.0012919192379782733 0.0013868966371495218 0.0013369265436416209 0.001043867914706531 0.0010135597370275356
leaf_count=199 189 671 276 402 1260 124
internal_value=0 -3.365e-05 -8.41744e-05 -1.31742e-05 -0.000151111 -0.000305156
internal_weight=0 0.00711958 0.00607317 0.00468627 0.00334935 0.00205743
internal_count=3121 2922 2733 2457 2055 1384
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=6
num_cat=0
split_feature=147 52 16 2 3
split_gain=2.84743e-05 5.35615e-05 4.7039e-05 5.95771e-05 5.06175e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.074319999999999983 0.096540000000000015 -0.080934999999999993
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00017126557724205082 0.00028544878483722803 -0.00045029206519272392 -7.047996684808628e-05 0.0004379633429948158 -0.00037524818946615832
leaf_weight=0.0010434273871692736 0.001136396184970522 0.0010854517746069769 0.0018690113952568284 0.0016847132978039482 0.0017349533480920934
leaf_count=631 183 496 825 482 504
internal_value=0 -4.78581e-05 2.11272e-05 0.000170558 -0.000170004
internal_weight=0 0.00741756 0.00633211 0.00355372 0.00277838
internal_count=3121 2938 2442 1307 1135
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=1.1666e-05 1.91671e-05 4.53619e-05 2.2904e-05
threshold=0.11217000000000001 -0.067199999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0079027689286597733 0.0075441313697190739 -0.0087910082192362779 -0.017940222866308104 0.00972655426395206
leaf_weight=0.0014668186351551099 0.0016089631454266132 0.0010864563241596062 0.0017393158274827858 0.0017340140809950083
leaf_count=1171 217 187 1302 244
internal_value=0 -0.00204043 -0.00523901 0.00259352
internal_weight=0 0.0060266 0.00455979 0.00282047
internal_count=3121 2904 1733 431
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=7
num_cat=0
split_feature=2 2 3 1 4 16
split_gain=2.29651e-05 2.57981e-05 2.77793e-05 5.07573e-05 4.1551e-05 4.61787e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.0068900000000000012 0.077845000000000011 -0.059649999999999988 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.00026742123475879048 -0.00028323223291783244 -7.4369447178570288e-05 -0.00043260152514210912 0.00046879525035469052 -0.00021214610973624412 0.00034119731373984428
leaf_weight=0.0010813760434067975 0.0013530160486429771 0.0015007186024796324 0.0010207323479999378 0.0011827469317394206 0.0012642368782794277 0.0010711117680867917
leaf_count=199 541 1592 134 373 142 140
internal_value=0 -3.85079e-05 1.63167e-05 0.000165032 -0.000102594 4.16458e-05
internal_weight=0 0.00739256 0.00603955 0.00268347 0.00335608 0.00233535
internal_count=3121 2922 2381 1965 416 282
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=6
num_cat=0
split_feature=3 13 12 48 15
split_gain=1.63963e-05 3.14145e-05 3.92752e-05 4.85955e-05 2.00168e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.040439999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00017532481802720514 0.00016731161113337122 -4.4849496077906879e-05 -0.00040215238062727972 -0.00034830780027605052 0.00032827856800245691
leaf_weight=0.0015746497258176499 0.0018834940659936024 0.0010421183068149136 0.0014415031620816495 0.0011175055399231778 0.0011771485632887345
leaf_count=303 843 214 1422 167 172
internal_value=0 -4.71519e-05 -0.000131689 -1.48472e-05 0.000153066
internal_weight=0 0.00666177 0.00477828 0.00333677 0.00221927
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=6
num_cat=0
split_feature=0 1 47 2 43
split_gain=1.24577e-05 2.85368e-05 3.79685e-05 4.00374e-05 1.94179e-05
threshold=-0.060129999999999996 0.091615000000000016 0.092530000000000015 0.11215000000000001 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015717083278479833 0.014136312095201362 0.02391326426433096 -0.013936847536215305 -0.0032926379122201442 -0.00188152751308034
leaf_weight=0.0013239399199632051 0.0013069236083465654 0.0010032327997903066 0.0010460720254853425 0.0011738500900627452 0.0017980561278605263
leaf_count=1830 206 344 173 201 367
internal_value=0 -0.00335641 0.00172085 0.00924425 0.00486058
internal_weight=0 0.00454709 0.00322315 0.00217708 0.00310498
internal_count=3121 2548 718 545 573
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=6
num_cat=0
split_feature=484 1 2 48 2
split_gain=1.34243e-05 2.38061e-05 3.39108e-05 2.53513e-05 2.74344e-05
threshold=0.073690000000000019 0.12500000000000003 1.0000000180025095e-35 0.091220000000000009 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00037415363444155941 0.00020234751256671847 0.00018342517501970318 8.17027603885598e-05 0.00021445726758334403 -0.00028985410590508427
leaf_weight=0.0012879222956936644 0.0010367752797918071 0.0014987324479058053 0.0014782357110164983 0.0013236971781382316 0.0015813105440948359
leaf_count=592 394 232 1152 266 485
internal_value=0 -3.63565e-05 -9.44387e-05 -1.22505e-05 -0.000110334
internal_weight=0 0.0071699 0.00567117 0.00438324 0.00305955
internal_count=3121 2727 2495 1903 1637
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=6
num_cat=0
split_feature=4 4 2 15 0
split_gain=1.07133e-05 2.25854e-05 3.8793e-05 3.45109e-05 3.09172e-05
threshold=0.27834500000000006 0.098655000000000007 0.10981000000000002 -0.022504999999999997 0.010870000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0074661929471855175 0.0068661345647936358 -0.014467935995630597 0.016907713311644732 -0.00048099321127362542 -0.024871656744435693
leaf_weight=0.0014923013713448725 0.0017424225844727137 0.0011746834854318277 0.0011605138881793002 0.0010577946388812462 0.0010216347800649373
leaf_count=768 340 207 352 1292 162
internal_value=0 -0.00205696 0.00102381 -0.00413713 -0.0124643
internal_weight=0 0.00590693 0.00473224 0.00357173 0.00207943
internal_count=3121 2781 2574 2222 1454
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=6
num_cat=0
split_feature=0 13 0 52 3
split_gain=1.3215e-05 2.32281e-05 3.10987e-05 2.82675e-05 1.63209e-05
threshold=-0.019414999999999998 -0.084034999999999985 -0.098289999999999975 -0.0064899999999999992 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0075411823351449643 -0.0027898740328788094 -0.01284894376423807 -0.020516544305503571 0.0084689630501684956 0.013746558762535784
leaf_weight=0.0015265861219937349 0.0011078940991596925 0.0011057117578816855 0.001180334170456892 0.0014218858003998964 0.0012938748821594509
leaf_count=863 164 168 1501 224 201
internal_value=0 -0.00284065 -0.00711494 -0.000856675 0.00611859
internal_weight=0 0.00523452 0.00370793 0.0025276 0.00240177
internal_count=3121 2756 1893 392 365
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=6
num_cat=0
split_feature=0 0 150 3 43
split_gain=1.19148e-05 2.92847e-05 3.26025e-05 1.86717e-05 1.77619e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.095270000000000007 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0042354300716406015 0.013656413704431582 -0.016505584660284851 0.016037253193621065 -0.014014130258123007 -0.0016915067864264476
leaf_weight=0.0010813589823504555 0.001301180448003499 0.0012235312720889052 0.0010621603865351107 0.0011642297083549876 0.0017931742499028792
leaf_count=267 206 1988 160 133 367
internal_value=0 -0.00328751 0.00160184 -0.00522609 0.00476232
internal_weight=0 0.00453128 0.00330775 0.00224559 0.00309435
internal_count=3121 2548 560 400 573
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=6
num_cat=0
split_feature=13 51 42 0 15
split_gain=2.07254e-05 4.2643e-05 2.70972e-05 6.10659e-05 6.48267e-05
threshold=-0.15078499999999997 0.08955500000000001 0.075730000000000006 -0.019414999999999998 -0.095244999999999982
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00020285242537487137 0.00022897088916566292 -0.00039233417148630561 -0.00019953194491446826 0.00043660361210403053 -0.00037500121912562733
leaf_weight=0.0015618477335699191 0.0013986623382464813 0.0011473080565065439 0.0015451297986705369 0.001407357437845592 0.0013357832804584708
leaf_count=230 251 356 1286 208 790
internal_value=0 -4.75021e-05 2.20659e-05 0.000104735 -6.60709e-05
internal_weight=0 0.00683424 0.00568693 0.0041418 0.00273445
internal_count=3121 2891 2535 1249 1041
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=6
num_cat=0
split_feature=159 16 16 151 12
split_gain=1.16201e-05 2.45807e-05 4.92641e-05 3.61441e-05 3.74895e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.090840000000000018
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014368344674006404 0.009602909999857287 0.011309468486409438 -0.019706808114456829 0.01649371470041033 -0.0074625747400681453
leaf_weight=0.0010385915360958558 0.0010776375350428141 0.0012034972700993834 0.001524699198749447 0.0017381544073081022 0.0010465570301586556
leaf_count=179 527 378 761 811 465
internal_value=0 -0.00160273 -0.00450845 0.00155252 0.0074904
internal_weight=0 0.0065515 0.005348 0.0038233 0.00278471
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=5
num_cat=0
split_feature=3 13 12 52
split_gain=1.12029e-05 2.63294e-05 3.38073e-05 3.74622e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 -0.066844999999999988
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0079095821885948932 0.0084557350035101182 -0.014860351254404767 -0.019332443465529717 0.0080811408901969427
leaf_weight=0.0014443478690223475 0.0017625478239330274 0.0011176176555417311 0.0013293241637094551 0.0019601873451313683
leaf_count=303 843 245 1422 308
internal_value=0 -0.00187418 -0.00600543 -0.000249412
internal_weight=0 0.00616968 0.00440713 0.00307781
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=6
num_cat=0
split_feature=147 52 2 13 3
split_gain=1.15187e-05 2.11562e-05 3.44009e-05 3.45105e-05 3.49651e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.11704500000000001 -0.084034999999999985 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0086291311166441977 0.0099058204650045167 0.013357226843860044 -0.020975835386206575 -0.020661097183081727 0.0023730286240941402
leaf_weight=0.0015602861958576748 0.0010138482748458721 0.0012401396436410687 0.0010320910454616715 0.0010895156575105294 0.0016678081569437367
leaf_count=712 183 621 272 1127 206
internal_value=0 -0.00154375 -0.00469962 -0.000497317 -0.00672856
internal_weight=0 0.00658984 0.00502955 0.00399746 0.00275732
internal_count=3121 2938 2226 1954 1333
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=5
num_cat=0
split_feature=13 1 12 49
split_gain=1.23338e-05 2.10066e-05 2.63615e-05 3.84508e-05
threshold=0.11217000000000001 0.11829500000000003 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.013357459356498284 0.0077776787140257046 0.010457830269520952 -0.014519600314511372 0.0095237600491357259
leaf_weight=0.0011957609465992588 0.0016018970859797239 0.0010895381847143637 0.0017999257505533764 0.0019035943360287081
leaf_count=278 217 317 1867 442
internal_value=0 -0.00210107 -0.00489402 0.000695966
internal_weight=0 0.00598882 0.00489928 0.00309936
internal_count=3121 2904 2587 720
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=7
num_cat=0
split_feature=147 52 0 4 15 16
split_gain=2.22048e-05 5.1054e-05 4.99586e-05 4.38933e-05 3.497e-05 3.72164e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.076579999999999995 -0.35136499999999998 -0.13578499999999996 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00042978224965783951 0.00025212764658224911 -0.00044730487090772987 -6.8128128566651e-05 0.00043837358040963137 -0.00026300908781718915 0.00021755727675963621
leaf_weight=0.0010539246668160858 0.0011204184460127681 0.001036871447542359 0.0011411634677865161 0.0015530065980610454 0.0011485442346177515 0.0013452329569763025
leaf_count=238 183 496 191 594 278 1141
internal_value=0 -4.43918e-05 2.25383e-05 0.000223836 -0.00013033 -3.77434e-06
internal_weight=0 0.00727874 0.00624187 0.00269417 0.0035477 0.00249378
internal_count=3121 2938 2442 785 1657 1419
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=6
num_cat=0
split_feature=3 16 47 2 52
split_gain=1.17619e-05 5.15363e-05 3.06248e-05 2.92644e-05 5.80539e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 0.10559 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.022155443349016854 -0.0085952220472917448 -0.0075232549505252731 -0.016136310325021132 -0.008565937382775007 0.023197384873808447
leaf_weight=0.0010639622703095082 0.0010437412384882989 0.0012999617329341132 0.0012759226995845644 0.0016352747858095601 0.0012771422466143004
leaf_count=102 638 306 303 524 1248
internal_value=0 0.00583463 -0.00266456 0.00168029 0.0088997
internal_weight=0 0.00236392 0.00523208 0.00395616 0.00232088
internal_count=3121 408 2713 2410 1886
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.19641e-05 2.32876e-05 2.48671e-05 4.89827e-05 2.87747e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00018940116664745662 0.00021902142526218418 -0.00014682133583710004 8.1324338783444233e-05 -0.0005098528830533108 0.00024807265087044278
leaf_weight=0.0011295918472284281 0.0018129004109241386 0.00124188641012095 0.0011356828821841958 0.0010253479570304543 0.0016546539890217446
leaf_count=862 1041 145 143 690 240
internal_value=0 2.8351e-05 -3.99953e-05 -0.000199173 7.87626e-05
internal_weight=0 0.00687047 0.00505757 0.00216103 0.00289654
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 13
split_gain=1.88324e-05 3.24472e-05 3.52433e-05 4.88994e-05 4.37567e-05 2.17401e-05
threshold=0.13524500000000003 0.11548000000000001 0.091085000000000013 0.084245000000000014 -0.074479999999999977 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00017603374361495873 0.00021148666901164888 0.00027364540290741472 0.0002317687113519821 -0.00068259942553021001 -0.00011941607996754745 -0.00018761121967610691
leaf_weight=0.0013802820430884688 0.0013336351944365846 0.0010463732148331397 0.0010007504509235796 0.0010331013586985954 0.001090028188901204 0.0011660318275250497
leaf_count=711 192 328 268 1155 327 140
internal_value=0 -4.36038e-05 -0.000102149 -0.000173714 -0.000393458 9.51005e-06
internal_weight=0 0.00671657 0.00567019 0.00466944 0.00212313 0.00254631
internal_count=3121 2929 2601 2333 1482 851
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.43445e-05 5.2954e-05 2.85539e-05 4.13668e-05 4.96356e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11144000000000001 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.00039143199472494068 -0.00033268987833497192 -0.00017277128996229086 0.00010412132816713489 0.00031552539442969804 -0.00039088408829394283
leaf_weight=0.0013123756693447619 0.0011730673858588517 0.0012475411876845066 0.0018275176659623474 0.0012382158663943742 0.0013571913836795105
leaf_count=516 250 437 1245 222 451
internal_value=0 0.000116475 -6.0722e-05 1.14105e-05 -0.00010683
internal_weight=0 0.00255992 0.00559599 0.00442292 0.00318471
internal_count=3121 953 2168 1918 1696
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.12185e-05 4.63891e-05 2.51822e-05 3.7617e-05 4.77645e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11144000000000001 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.019309879063049706 -0.01611913507403246 -0.0085733945184955484 0.0059271757224961114 0.016303644618993682 -0.019704026251052036
leaf_weight=0.001218318630456612 0.0010927255390942485 0.0011693322723403388 0.0017074130092600273 0.0011510762781713926 0.0012662563719325003
leaf_count=516 250 437 1245 222 451
internal_value=0 0.00565428 -0.00262144 0.000954368 -0.00498718
internal_weight=0 0.00238765 0.00521747 0.00412475 0.00297367
internal_count=3121 953 2168 1918 1696
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=7
num_cat=0
split_feature=43 457 16 12 13 0
split_gain=1.88846e-05 4.17695e-05 4.03499e-05 3.88432e-05 5.43129e-05 3.68221e-05
threshold=-0.067199999999999996 0.045365000000000009 0.15891500000000003 0.098810000000000023 -0.10664 -0.10474999999999998
decision_type=2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-4.7929349054538659e-05 0.00031325489076356914 0.00029761928820832694 0.00043324740956423755 -0.00046759871742289383 -0.00040669269343067101 7.2699932373134784e-05
leaf_weight=0.0018199938643721171 0.0011234451579118696 0.0010056511423038031 0.0010604190550489783 0.0010876950386088614 0.0014635083948012523 0.0010637516755919133
leaf_count=1113 207 142 240 290 177 952
internal_value=0 -6.53271e-05 0.000129215 -0.000142357 -4.54539e-05 -0.000204911
internal_weight=0 0.00574405 0.00288041 0.0047384 0.00365071 0.00252726
internal_count=3121 1768 1353 1626 1336 1129
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=7
num_cat=0
split_feature=484 48 0 16 16 3
split_gain=1.72292e-05 3.05093e-05 9.86596e-05 3.57357e-05 6.24609e-05 2.76745e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.31475000000000003 -0.086049999999999988
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00030477955125255823 0.00022686303273765349 -0.00023222596852391631 0.00057795882621294891 -0.00047523442567386388 0.00011799844410284727 -0.00015208077775119249
leaf_weight=0.0010131162713559764 0.001077067156974359 0.001234311705007096 0.0010865756111307532 0.0019010909425861396 0.0010644242575584264 0.0010260383057079485
leaf_count=93 394 81 455 1555 283 260
internal_value=0 -3.8737e-05 0.00014708 -0.000124909 -0.000262303 7.49018e-05
internal_weight=0 0.00732556 0.00232089 0.00500467 0.00296552 0.00203915
internal_count=3121 2727 536 2191 1838 353
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=6
num_cat=0
split_feature=0 3 4 2 3
split_gain=1.28762e-05 3.27477e-05 5.95481e-05 3.12013e-05 2.09947e-05
threshold=-0.060129999999999996 0.090900000000000009 0.053180000000000012 0.11362000000000001 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=-0.029183630140585944 0.012498177235031953 0.018332168366864892 0.0020853625253542691 -0.0064875310553755691 -0.0040279794651530941
leaf_weight=0.0010524893006581841 0.0016811147574543992 0.0010210103850654786 0.0014454618343979332 0.0010051169932969461 0.0014163743009412001
leaf_count=1875 210 116 413 144 363
internal_value=0 -0.00342712 -0.0110895 0.00601966 0.00494134
internal_weight=0 0.00452408 0.00249795 0.00202613 0.00309749
internal_count=3121 2548 2288 260 573
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=6
num_cat=0
split_feature=1 42 3 0 2
split_gain=1.06362e-05 2.58848e-05 4.87179e-05 1.91672e-05 4.7229e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 -0.23001499999999997 0.097845000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.021040433535234732 0.0076546074814747558 -0.01197925090160012 0.0073782760911977668 -0.024591332805612626 0.0045296245484300595
leaf_weight=0.0010531580133374061 0.0014579483383292749 0.0017877231147235412 0.0010667299958506686 0.0010340395864737398 0.0012070171215807887
leaf_count=253 279 1443 114 720 312
internal_value=0 -0.00184546 0.00230878 -0.00365515 -0.00890699
internal_weight=0 0.00614867 0.00436094 0.00330779 0.00224106
internal_count=3121 2842 1399 1146 1032
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=6
num_cat=0
split_feature=159 43 3 2 15
split_gain=1.04172e-05 2.46627e-05 2.96175e-05 6.80198e-05 3.2679e-05
threshold=0.076905000000000015 -0.15582499999999996 -0.13309499999999996 0.084055000000000005 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011628401885957498 0.0091062895636825729 -0.018424387128174003 0.019502557872558557 0.0024240579520005464 -0.01860979291322511
leaf_weight=0.0011696134720012765 0.0010732868163286016 0.001175292954624773 0.0012120449956295179 0.0014068448177812932 0.0015551270390191723
leaf_count=191 527 195 684 515 1009
internal_value=0 -0.00152566 -0.00440176 -0.000453362 -0.00861937
internal_weight=0 0.00651892 0.00534931 0.00417402 0.00296197
internal_count=3121 2594 2403 2208 1524
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=6
num_cat=0
split_feature=2 48 2 15 12
split_gain=1.12028e-05 3.55537e-05 5.0662e-05 3.26481e-05 2.50233e-05
threshold=0.11510000000000002 0.08975000000000001 0.10097500000000002 -0.016799999999999995 0.086700000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.019963899425378497 0.0074963424590196717 0.015090445670138059 -0.024347871455242934 0.0095235292353201481 0.0022157672866717922
leaf_weight=0.0010130216213094989 0.0015713570110170048 0.0010132973564988823 0.0011050745314797883 0.0018520596319801124 0.0010216913414706221
leaf_count=338 459 307 325 1342 350
internal_value=0 -0.00198779 -0.00545451 -8.28161e-05 -0.00882681
internal_weight=0 0.00600514 0.00499185 0.00388677 0.00203471
internal_count=3121 2662 2355 2030 688
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=6
num_cat=0
split_feature=0 15 3 0 0
split_gain=1.26475e-05 2.49868e-05 2.84041e-05 4.35217e-05 5.03249e-05
threshold=0.056435000000000006 1.0000000180025095e-35 0.10893000000000001 -0.14226499999999997 -0.073309999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.021000105776831285 0.0084783754991720351 -0.015415966290432688 -0.01124136848778118 -0.018960274991812121 0.010252379219744595
leaf_weight=0.0012263446716201699 0.0014219245612700831 0.0011305980978106329 0.0013682065869823354 0.0010237410639952356 0.0013909534200758499
leaf_count=200 204 1187 201 915 414
internal_value=0 -0.00198804 0.00104268 0.0056587 -0.0021327
internal_weight=0 0.00613984 0.00500925 0.00364104 0.00241469
internal_count=3121 2917 1730 1529 1329
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=6
num_cat=0
split_feature=147 52 0 2 16
split_gain=1.86983e-05 3.51078e-05 4.23246e-05 4.38971e-05 3.18718e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.14794999999999997 0.096540000000000015 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00022169662427060874 0.00024156334779343306 -0.00037137492854714683 0.00019028987997429317 0.00036288486708230993 -0.00026528424714263482
leaf_weight=0.0018846827493709242 0.001087866848429579 0.0010184801131890063 0.0011511371676368896 0.0018026229509665679 0.0012120422395782739
leaf_count=202 183 496 1149 628 463
internal_value=0 -3.45747e-05 2.2119e-05 0.000132426 -4.33678e-05
internal_weight=0 0.00706897 0.00605049 0.0041658 0.00236318
internal_count=3121 2938 2442 2240 1612
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=6
num_cat=0
split_feature=2 13 13 2 2
split_gain=1.2277e-05 2.03612e-05 1.81593e-05 3.23133e-05 1.09135e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 0.11510000000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0019845290244707332 0.015075399284879706 -0.0081395521546294893 0.0064801274585449811 -0.018831835083985542 0.006239683576815775
leaf_weight=0.0015851009929090524 0.0011823245793027375 0.0011109716024386681 0.0012654530893164411 0.0014082024106862993 0.0010055893458396259
leaf_count=846 200 392 207 1149 327
internal_value=0 0.00456389 -0.00356279 -0.00780855 -0.0013079
internal_weight=0 0.00329889 0.00425876 0.0029933 0.00211656
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=6
num_cat=0
split_feature=2 3 3 43 3
split_gain=1.83312e-05 3.70588e-05 3.23901e-05 4.15562e-05 2.5436e-05
threshold=0.086590000000000014 -0.077774999999999983 0.0068900000000000012 -0.090299999999999991 0.13524500000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.00035223976338339053 -4.5791670496941113e-05 8.2001819548439871e-05 -0.00023662916738728001 0.00048116447250312681 0.00013485474768870447
leaf_weight=0.0014539612676315223 0.0010682170979571786 0.0015731018103995402 0.0016138860221281267 0.0012470753729690513 0.0012633841421522611
leaf_count=870 340 400 205 1147 159
internal_value=0 -0.000126573 6.54039e-05 0.00023804 -7.35138e-05
internal_weight=0 0.00302706 0.00519256 0.00231529 0.00287727
internal_count=3121 1270 1851 1487 364
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=6
num_cat=0
split_feature=147 52 4 15 0
split_gain=1.05899e-05 1.95759e-05 3.64835e-05 7.13296e-05 1.75162e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 -0.10091499999999999 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0082871940322022733 0.009522659275661793 0.015029174075746067 0.00071958413163325042 -0.031098877420534896 -0.0035851748736104119
leaf_weight=0.0015609481749639751 0.0010080530731014607 0.0010213648535606305 0.0018198902771848055 0.0011496068749116556 0.0010009458425363433
leaf_count=712 183 1360 419 383 64
internal_value=0 -0.00148706 -0.00454349 -0.0115986 0.00581597
internal_weight=0 0.00655276 0.00499181 0.0029695 0.00202231
internal_count=3121 2938 2226 802 1424
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.4113e-05 3.29904e-05 3.22476e-05 5.2761e-05 2.9215e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00020481444739184774 0.00025314021116680361 -0.00014404434405124799 -0.00053122035159875152 7.4868500058670133e-05 0.00025046971056638884
leaf_weight=0.0011438130233401506 0.0018704791423426875 0.0012529814349218726 0.0011111165344529451 0.0010977839250066513 0.0017019206095233042
leaf_count=862 1041 145 553 280 240
internal_value=0 3.00286e-05 -5.07889e-05 -0.000230005 8.3182e-05
internal_weight=0 0.00703428 0.0051638 0.0022089 0.0029549
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=7
num_cat=0
split_feature=484 42 15 15 15 0
split_gain=1.91475e-05 2.68063e-05 3.306e-05 5.96447e-05 4.21768e-05 2.48418e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.095869999999999983 -0.03241999999999999 1.0000000180025095e-35 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00032802901977817901 0.00024595551028531721 -0.00038717948620912524 0.00046966067160004099 -0.00026614093638927764 0.00024597621138119149 1.7480651951623264e-05
leaf_weight=0.0010404307340910537 0.0010547200675892583 0.0010918441383407605 0.0012811087638099272 0.0014615399780677195 0.0010716444404386325 0.0012521552868443569
leaf_count=806 394 103 511 340 674 293
internal_value=0 -3.69278e-05 1.22532e-05 0.000124875 -4.94937e-05 -0.000171012
internal_weight=0 0.00719872 0.00615829 0.00381429 0.00253318 0.002344
internal_count=3121 2727 1921 1525 1014 396
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=6
num_cat=0
split_feature=42 51 2 51 2
split_gain=1.591e-05 3.31059e-05 3.56204e-05 3.30309e-05 3.27482e-05
threshold=0.092620000000000022 -0.076794999999999988 1.0000000180025095e-35 1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00026386389922597545 -0.00021753597153040898 -0.00016796765237731809 0.00049455346032795762 -5.6167894903741178e-05 8.4155153277395032e-05
leaf_weight=0.0012014540419566832 0.0011231693762273152 0.0015108455559242982 0.0015699799309983973 0.0015141191370822635 0.0014270092008185778
leaf_count=446 630 453 957 359 276
internal_value=0 3.33209e-05 9.2613e-05 0.000179886 0.000299143
internal_weight=0 0.00722341 0.00602195 0.00451111 0.00299699
internal_count=3121 2491 2045 1592 1233
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=7
num_cat=0
split_feature=159 160 47 48 4 52
split_gain=2.03192e-05 6.80402e-05 3.55978e-05 5.5499e-05 4.14417e-05 5.57855e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.102035 0.092150000000000024 0.181285 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00049429605720875572 0.00023966548179811357 -0.00026249177022467555 0.00033457300115240262 -0.00043612240546392816 0.00038107531464330325 0.00031318473887951794
leaf_weight=0.001051352790410888 0.0012316133798078365 0.0018001935822232478 0.0012929911753931916 0.0010298308544157038 0.0011895748462171056 0.0010104346980263066
leaf_count=684 527 1146 155 148 200 261
internal_value=0 -3.24065e-05 4.43936e-05 -3.01982e-05 7.43048e-05 -5.55332e-05
internal_weight=0 0.00737438 0.00632303 0.00503003 0.0040002 0.00281063
internal_count=3121 2594 1910 1755 1607 1407
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=7
num_cat=0
split_feature=42 1 157 12 2 48
split_gain=1.88095e-05 3.1752e-05 4.22573e-05 5.56786e-05 0.000114807 6.30732e-05
threshold=0.092620000000000022 0.13021500000000003 -1.0000000180025095e-35 0.090455000000000021 0.089885000000000007 0.084170000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00026112572636433979 -0.00023874131864547835 -0.00025673921999174701 -0.00049729015569256404 0.00046322545141884403 -3.4585213550371812e-05 0.0006056507702898805
leaf_weight=0.0010950248423032688 0.0011436899187554595 0.0012276130140634013 0.0011090046102130583 0.001623666040287059 0.0012565393482926973 0.0011179294097942438
leaf_count=498 630 171 860 526 280 156
internal_value=0 3.13775e-05 8.84053e-05 0.000163348 2.35742e-05 0.000266846
internal_weight=0 0.00742978 0.00620216 0.00510714 0.00348347 0.00237447
internal_count=3121 2491 2320 1822 1296 436
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=6
num_cat=0
split_feature=52 16 43 4 15
split_gain=2.14509e-05 4.1949e-05 6.43707e-05 8.20649e-05 3.07953e-05
threshold=0.10744000000000002 0.22339500000000004 -0.092909999999999979 -0.0016099999999999997 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00041288284886805505 0.00022358082939655569 -0.00039561101731934233 0.00045601256485664344 -0.00022461557915985262 0.00016711179543029241
leaf_weight=0.0010812713057880927 0.0013852736054441967 0.0010981403704005835 0.0017563797569374378 0.0019612483759009146 0.001271975428235783
leaf_count=322 553 427 1183 334 302
internal_value=0 -4.29499e-05 2.08418e-05 0.000114832 -7.0507e-05
internal_weight=0 0.00716902 0.00607087 0.0049896 0.00323322
internal_count=3121 2568 2141 1819 636
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=7
num_cat=0
split_feature=4 15 151 16 13 15
split_gain=2.14742e-05 4.33867e-05 4.09917e-05 6.82434e-05 2.9065e-05 3.62338e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.0013449999999999996 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.00027182170964768794 0.00037170261608777358 -0.0001360644078535206 -0.00057069386628026502 0.00019679089880584796 0.00010491971135036231 -0.00041338556442392378
leaf_weight=0.0011216591242205649 0.0014753721371936759 0.0011522603080665699 0.0011074898233190394 0.0014788610482109514 0.0010035806461586839 0.0010729924192232382
leaf_count=463 266 160 501 1181 173 377
internal_value=0 0.000149038 -6.4721e-05 -0.000145676 -1.32861e-05 -0.000162895
internal_weight=0 0.00262763 0.00578458 0.00466292 0.00355543 0.00207657
internal_count=3121 426 2695 2232 1731 550
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=7
num_cat=0
split_feature=147 52 13 2 1 1
split_gain=2.30416e-05 3.11041e-05 4.75009e-05 3.59411e-05 4.15076e-05 4.94586e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.10293500000000001 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00038347154078713618 0.00025656663073443642 -0.00035682826978369013 0.00010562440548598287 -0.00037896370422493944 0.00030437147063903274 -0.00042636319900974144
leaf_weight=0.0010687391194754703 0.0011198050116881832 0.0010554613699403186 0.0015793626563480388 0.0011345654754282087 0.0013014182103104855 0.0011693579733797429
leaf_count=129 183 496 1235 309 266 503
internal_value=0 -4.54766e-05 7.07362e-06 -7.05144e-05 1.58915e-05 -0.000120693
internal_weight=0 0.0073089 0.00625344 0.0051847 0.00405014 0.00274872
internal_count=3121 2938 2442 2313 2004 1738
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=6
num_cat=0
split_feature=457 0 1 12 4
split_gain=1.05624e-05 2.66147e-05 2.87293e-05 2.71449e-05 2.52143e-05
threshold=0.045365000000000009 0.041630000000000007 0.111945 0.091200000000000017 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00025379764727315993 0.0092022625922579312 0.010354696550912989 0.013008408262942271 -0.0084373192840063813 -0.019760375334156633
leaf_weight=0.0011125438416185276 0.001068188460162457 0.0014681136152975708 0.0012825192231558798 0.0010933813552805797 0.0016386791367645087
leaf_count=1559 289 229 278 142 624
internal_value=0 -0.00151671 -0.004916 0.00313916 -0.0118723
internal_weight=0 0.00659524 0.00512712 0.0023759 0.00275122
internal_count=3121 2832 2603 420 2183
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=6
num_cat=0
split_feature=42 160 52 4 1
split_gain=1.05437e-05 2.26432e-05 2.28606e-05 4.37738e-05 8.14902e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.0052350000000000009 0.11061500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0091990661132795616 -0.0094038991786450001 -0.017329289282294508 0.015354995781640466 0.025744183140962509 -0.0093312837338061626
leaf_weight=0.0010756950384142741 0.001480940829595781 0.001004476841070094 0.001432403643359316 0.0012511109324506045 0.0014075632439282837
leaf_count=862 828 696 340 199 196
internal_value=0 0.00148035 0.00464368 0.000455233 0.00717442
internal_weight=0 0.0065765 0.00509555 0.00366315 0.00265867
internal_count=3121 2259 1431 1091 395
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=7
num_cat=0
split_feature=484 42 15 15 15 0
split_gain=1.6681e-05 1.81669e-05 2.95485e-05 5.33784e-05 4.10222e-05 2.71662e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.095869999999999983 -0.03241999999999999 1.0000000180025095e-35 -0.14794999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00027856128312779723 0.00022702624209679329 -0.00039777557963363406 0.00044297051298066386 -0.00026877709416234317 0.00023811774797271839 2.9116229113146173e-05
leaf_weight=0.0010302382179673518 0.0010494366273492975 0.0010832168431255153 0.0012413479764942824 0.0014485614749966964 0.0010651948700244509 0.0012170966918766649
leaf_count=806 394 103 511 340 674 293
internal_value=0 -3.78571e-05 3.09512e-06 0.000110298 -5.39823e-05 -0.000171907
internal_weight=0 0.00708566 0.00605542 0.0037551 0.00251376 0.00230031
internal_count=3121 2727 1921 1525 1014 396
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=6
num_cat=0
split_feature=484 15 15 0 4
split_gain=2.05423e-05 2.47364e-05 4.20186e-05 4.28045e-05 2.21391e-05
threshold=0.073690000000000019 -0.11713499999999999 -0.03241999999999999 -0.10836499999999999 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0002334559252062374 0.00025564790119424142 -3.3353378851885651e-05 2.9394168566297399e-05 0.00049357626428528833 -0.00030118679487222322
leaf_weight=0.0018182978882866517 0.0010705960233995957 0.0011977446373311667 0.0017454422804771043 0.0011733573777269529 0.0014064811167482135
leaf_count=393 394 174 750 634 776
internal_value=0 -3.50901e-05 3.02162e-05 0.000227402 -0.000118121
internal_weight=0 0.00734132 0.00552303 0.0023711 0.00315192
internal_count=3121 2727 2334 808 1526
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=6
num_cat=0
split_feature=159 51 3 12 0
split_gain=1.09163e-05 2.35541e-05 3.21104e-05 3.91767e-05 3.40135e-05
threshold=0.076905000000000015 0.08955500000000001 0.11296500000000002 0.092355000000000007 -0.13455999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.026691591575570425 0.0092455066853250941 -0.015160966495485793 -0.013377977924812229 -0.0083309382791451475 0.0038545207378999908
leaf_weight=0.0010063563574041437 0.0010907851272538727 0.0010661480059430701 0.0012009119077909334 0.0014405892819053198 0.0018531388102305372
leaf_count=178 527 350 127 662 1277
internal_value=0 -0.00155728 0.00107926 0.00511682 0.0118917
internal_weight=0 0.00656714 0.005501 0.00430008 0.0028595
internal_count=3121 2594 2244 2117 1455
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=6
num_cat=0
split_feature=3 2 47 4 150
split_gain=1.09777e-05 2.41844e-05 3.33196e-05 4.97685e-05 4.87672e-05
threshold=0.13524500000000003 0.11510000000000002 0.085270000000000026 -0.10429499999999998 0.086615000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.026693557134349195 0.0085120335400300142 0.012562135826606169 0.0085991037510885302 0.0094945421705380124 -0.017247199509657946
leaf_weight=0.001144382823233381 0.0012605646083269995 0.0010023172441813982 0.0014502782909847217 0.0015968854246961235 0.0011902233885086803
leaf_count=272 192 335 317 1771 234
internal_value=0 -0.00169979 -0.00435598 -0.00913495 -0.00192541
internal_weight=0 0.00638409 0.00538177 0.00393149 0.00278711
internal_count=3121 2929 2594 2277 2005
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=6
num_cat=0
split_feature=147 52 0 47 0
split_gain=1.97317e-05 3.59301e-05 3.64118e-05 4.55374e-05 5.36378e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0002008860497786474 0.00024509921535364082 -0.00037459602595311042 0.00025538808324071234 -0.00033550516603372501 0.00035188136491052125
leaf_weight=0.0013271767316676676 0.0011208352726011289 0.0010245080414697013 0.0018121115731247004 0.0016212450803444025 0.0013732491629618064
leaf_count=154 183 496 279 332 1677
internal_value=0 -3.46887e-05 2.20851e-05 -7.57408e-05 8.02131e-05
internal_weight=0 0.00715829 0.00613378 0.00432167 0.00270043
internal_count=3121 2938 2442 2163 1831
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=7
num_cat=0
split_feature=4 3 4 52 2 16
split_gain=4.7253e-05 4.98968e-05 3.98043e-05 4.36682e-05 6.856e-05 3.76661e-05
threshold=0.27834500000000006 -0.13309499999999996 -0.0016099999999999997 -0.085984999999999992 0.10097500000000002 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.00028966998506525863 -4.3431167856844362e-05 0.0005736167245730579 -0.00047094323005422576 0.00044142150294145763 -0.00019533959433462768 -3.6305054390145151e-05
leaf_weight=0.0010096417796040653 0.0010113366595169845 0.001004057159115991 0.0014619142806088152 0.0016334285263773613 0.0010798835256287918 0.0016116836292206856
leaf_count=531 83 257 324 1315 206 405
internal_value=0 0.000263978 -7.78876e-05 5.84545e-05 0.000187994 -0.000243035
internal_weight=0 0.00201539 0.00679655 0.00372295 0.00271331 0.0030736
internal_count=3121 340 2781 2052 1521 729
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=5
num_cat=0
split_feature=147 0 13 15
split_gain=1.12673e-05 2.07618e-05 3.76801e-05 6.32461e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.010384999999999998 -0.074054999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.006004760257745977 0.0097559272080573606 0.0071688009167127538 -0.0012577235084342349 -0.032394659521941725
leaf_weight=0.0018468296617365379 0.001023052274911551 0.0019450111061628996 0.0018333536187380558 0.0010126923606634413
leaf_count=1737 183 336 341 524
internal_value=0 -0.00151833 -0.0051188 -0.012337
internal_weight=0 0.00663789 0.00469288 0.00284605
internal_count=3121 2938 2602 865
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=6
num_cat=0
split_feature=15 1 13 2 16
split_gain=1.52917e-05 2.60352e-05 3.38712e-05 6.65115e-05 3.50281e-05
threshold=-0.24436499999999997 0.12500000000000003 -0.036034999999999991 0.097845000000000015 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.00020521387114559337 -0.00063609347456665497 0.00023924133916423566 -0.00016651471222898929 3.4955269434545787e-05 0.00021945786970104685
leaf_weight=0.0011884891842233502 0.0010526303937738403 0.0011168376353462746 0.0017680651435538744 0.001233095585583202 0.0018497311574319109
leaf_count=253 1179 125 651 309 604
internal_value=0 -3.52895e-05 -8.72257e-05 -0.000274078 3.08279e-05
internal_weight=0 0.00702036 0.00590352 0.00228573 0.0036178
internal_count=3121 2868 2743 1488 1255
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=6
num_cat=0
split_feature=3 13 15 3 1
split_gain=1.52047e-05 2.62909e-05 3.69364e-05 7.45881e-05 3.92228e-05
threshold=0.13524500000000003 -0.036034999999999991 -0.11713499999999999 0.076840000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00023853479927948953 0.00018846520662233807 -0.00026732717531317227 7.7152072099349842e-05 -0.00018871018870316274 0.00059880425859948024
leaf_weight=0.0018499632365924102 0.0013583689756000118 0.0011928259449729985 0.0010192570409640084 0.0016523889013306502 0.0012144472665775437
leaf_count=1528 192 210 596 185 410
internal_value=0 -3.84079e-05 3.4487e-05 0.000127128 0.00036077
internal_weight=0 0.00692888 0.00507892 0.00388609 0.0022337
internal_count=3121 2929 1401 1191 1006
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=6
num_cat=0
split_feature=1 47 15 0 52
split_gain=1.36624e-05 2.83996e-05 5.17106e-05 3.48356e-05 2.40365e-05
threshold=0.12500000000000003 0.092530000000000015 -0.03241999999999999 -0.15202999999999997 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-7.228594000086316e-06 0.0001627605411892988 -0.00034439762140628589 -0.00029771148696897327 0.00046649330778097243 4.1391959200001061e-05
leaf_weight=0.0011795296999961955 0.0015659121198242304 0.0010055777629422794 0.0018133707888272855 0.0012080517960491402 0.0014432828210272424
leaf_count=108 279 269 886 793 786
internal_value=0 -4.08159e-05 1.32703e-05 0.000232462 -0.000147428
internal_weight=0 0.00664981 0.00564424 0.00238758 0.00325665
internal_count=3121 2842 2573 901 1672
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=6
num_cat=0
split_feature=13 16 12 0 15
split_gain=9.77604e-06 1.9534e-05 4.46372e-05 5.93049e-05 3.36163e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.10474999999999998 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013154709298320442 0.006888083030862524 -0.012622200561779696 -0.014595293761865774 0.027592044495525343 0.010355191655472114
leaf_weight=0.0012075886139506472 0.0016185315706714973 0.0013194027837931787 0.0013068675032860597 0.001002115594903315 0.0012253537747893015
leaf_count=179 217 517 1566 446 196
internal_value=0 -0.00186002 0.00113448 0.00711887 -0.00131393
internal_weight=0 0.00606133 0.00474193 0.00343506 0.00243294
internal_count=3121 2904 2387 821 375
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=6
num_cat=0
split_feature=52 16 16 4 15
split_gain=1.01664e-05 2.92698e-05 3.0684e-05 3.10794e-05 6.54416e-05
threshold=0.10744000000000002 0.16703000000000004 0.0013750000000000001 0.0052350000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014368240232941074 0.0082319529686490922 -0.016047245467183412 0.017246133804800039 -0.0079420698063199947 0.02333045603412591
leaf_weight=0.0014013192775525164 0.0012511089131408779 0.0011536595229931996 0.001006111436788539 0.0017793114374686288 0.0010724970445905753
leaf_count=1319 553 458 272 286 233
internal_value=0 -0.0016226 0.00154157 -0.00217347 0.00381878
internal_weight=0 0.0064129 0.00525924 0.00425313 0.00285181
internal_count=3121 2568 2110 1838 519
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=6
num_cat=0
split_feature=52 12 1 2 3
split_gain=1.0686e-05 2.22453e-05 3.13754e-05 3.50603e-05 1.14049e-05
threshold=0.11434500000000002 0.097825000000000009 0.11039500000000001 0.099185000000000009 -0.022174999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0037599953461832803 -0.0094083755632098018 0.011895730206910184 -0.01417292158001374 0.016902642965406788 -0.010222977278095255
leaf_weight=0.0010647267856713598 0.0010449298803951569 0.0015634904846637803 0.001449944098933985 0.0012350502851564086 0.0012900350076122183
leaf_count=1334 501 409 327 334 216
internal_value=0 0.00147502 -0.00175782 0.00325671 -0.00390045
internal_weight=0 0.00660325 0.00503976 0.00358981 0.00235476
internal_count=3121 2620 2211 1884 1550
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=6
num_cat=0
split_feature=16 1 3 2 52
split_gain=1.0733e-05 3.61856e-05 6.01975e-05 3.86435e-05 4.14104e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0095520883802478907 -0.013806409673654955 0.022608217374614336 -0.0074045082539834833 -0.021196000944869349 0.011048290291950969
leaf_weight=0.0010212920771901024 0.0011018787023457752 0.0016181479948433391 0.0011384894183053816 0.0010462464273372613 0.001711598812422916
leaf_count=130 461 428 177 435 1490
internal_value=0 0.00146221 0.010213 -0.00478765 0.00131412
internal_weight=0 0.00661636 0.00275664 0.00385972 0.00281348
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=6
num_cat=0
split_feature=3 0 0 43 3
split_gain=1.33907e-05 1.51646e-05 4.2377e-05 2.54636e-05 1.73082e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.060129999999999996 -0.035139999999999991 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0067366917448465615 0.0094123868428173871 -0.0040131802929560803 0.010721734538715342 -0.025786241458799871 -0.0055815293537275663
leaf_weight=0.0015475352500917755 0.0012592513192704333 0.0010558419957258191 0.001530473541656089 0.0010933428265824854 0.0011334292201915929
leaf_count=173 192 1255 195 977 329
internal_value=0 -0.00187437 -0.00464305 -0.0150897 0.00378507
internal_weight=0 0.00636062 0.00481309 0.00214918 0.0026639
internal_count=3121 2929 2756 2232 524
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=7
num_cat=0
split_feature=4 151 0 47 4 43
split_gain=2.39332e-05 3.55349e-05 6.13539e-05 2.58554e-05 3.53598e-05 1.08111e-05
threshold=0.27834500000000006 -0.024429999999999997 -0.14794999999999997 0.092165000000000011 -0.076779999999999987 -0.0043399999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0002726673582223456 0.0001897146320549201 -0.00053128614135284551 0.00017479250567666011 0.00020378513988746476 -0.00041971684721880514 -0.00011337908854788644
leaf_weight=0.0010379055488434399 0.0019005852452121013 0.0011253316302370451 0.0010006842218495448 0.0013828891188404175 0.0010075260038833406 0.0010014176713055382
leaf_count=452 340 160 572 220 991 386
internal_value=0 -6.01855e-05 -0.000122795 -1.81425e-05 -0.000120116 3.06539e-05
internal_weight=0 0.00655575 0.00551785 0.00439252 0.00300963 0.0020021
internal_count=3121 2781 2329 2169 1949 958
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=6
num_cat=0
split_feature=3 2 48 2 15
split_gain=1.71677e-05 2.58771e-05 3.01809e-05 3.99885e-05 2.85078e-05
threshold=0.13524500000000003 0.11548000000000001 0.083985000000000018 0.091055000000000011 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00021329643719687424 0.00019795410846524863 0.00024029307875779535 0.00015073585733810542 -0.00045404301898319685 0.00017415812749949867
leaf_weight=0.0017177705169839105 0.0013700550647512992 0.0010532077430224773 0.0014544114308151449 0.0013616594078267878 0.0012697937528875483
leaf_count=435 192 328 434 644 1088
internal_value=0 -4.24672e-05 -9.37808e-05 -0.000175549 -4.8618e-05
internal_weight=0 0.00685684 0.00580364 0.00434922 0.00298756
internal_count=3121 2929 2601 2167 1523
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=6
num_cat=0
split_feature=52 15 15 2 4
split_gain=1.11359e-05 4.2932e-05 2.21457e-05 3.79661e-05 1.59865e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018861767943423129 -0.01260550206855973 -0.0079550654694466229 0.018040113722949291 -0.010885533752468183 0.001091696559261626
leaf_weight=0.0012113999999312428 0.0015540574089256869 0.0011770500241355764 0.001150665208248634 0.0014641965901886454 0.0010778718477610309
leaf_count=516 367 437 1187 316 298
internal_value=0 0.00564619 -0.0025908 0.0016238 0.00984271
internal_weight=0 0.00238845 0.00524679 0.00369273 0.00222854
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=6
num_cat=0
split_feature=3 39 3 0 16
split_gain=1.22783e-05 1.47729e-05 3.9796e-05 5.38275e-05 4.08509e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.10519499999999998 -0.17169499999999996 -0.23935499999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.020549719042151377 0.0090042999301408865 0.0091648598949854183 0.0042983308222794506 -0.022322646266628693 -0.006663370702598358
leaf_weight=0.001057097413508434 0.001260564003682893 0.0010300730325631547 0.0013057738409420904 0.001815739181165254 0.0011536298714599114
leaf_count=97 192 335 143 2058 296
internal_value=0 -0.00179856 -0.00391645 -0.0111867 0.00634904
internal_weight=0 0.00636231 0.00533224 0.00312151 0.00221073
internal_count=3121 2929 2594 2201 393
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=6
num_cat=0
split_feature=484 3 1 4 48
split_gain=1.14217e-05 2.16262e-05 6.23648e-05 3.78009e-05 7.1107e-05
threshold=0.044540000000000003 -0.13309499999999996 0.12500000000000003 -0.080924999999999983 0.083685000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012115927507466732 0.0099455370944387146 0.01117604264276393 0.022192884539799833 -0.023893692125457108 0.0081116596863826298
leaf_weight=0.0014912649314143909 0.0010005224151195284 0.0011254723391275053 0.0011396466265070695 0.0016548543988770311 0.0011957694970739369
leaf_count=276 435 591 214 1211 394
internal_value=0 -0.00151939 0.00156956 -0.00434159 -0.0104682
internal_weight=0 0.00660701 0.00511574 0.0039761 0.00285062
internal_count=3121 2686 2410 2196 1605
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=7
num_cat=0
split_feature=4 15 151 3 43 4
split_gain=3.18171e-05 5.34652e-05 3.02551e-05 6.01202e-05 3.58934e-05 9.21765e-06
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.076840000000000006 -0.090869999999999992 -0.053309999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.00011875569794047366 0.00034104896939975675 -0.00022027017158292574 -0.00032812290804701516 -0.00035843491029792664 0.00013125320138422439 -0.00062256787729825821
leaf_weight=0.0011435098442890918 0.0014644378318490253 0.001176530957389516 0.0010699896907799902 0.0010041642841060834 0.0016817895406543426 0.001027978125343925
leaf_count=463 266 160 357 121 1662 92
internal_value=0 9.09857e-05 -0.000167773 -0.000236263 -4.73686e-05 -0.000492049
internal_weight=0 0.00264097 0.00592743 0.00478392 0.00275178 0.00203214
internal_count=3121 426 2695 2232 2019 213
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=7
num_cat=0
split_feature=52 2 160 52 0 15
split_gain=2.28568e-05 5.11986e-05 5.10557e-05 4.44878e-05 4.77749e-05 4.24031e-05
threshold=-0.046924999999999988 0.089885000000000007 -1.0000000180025095e-35 0.10347000000000002 0.010870000000000003 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.00017648813905071363 -0.00048402478826926665 0.00036706457594304863 -0.00015068145397641254 0.00036178215693632407 -0.00041730071520420365 0.00034619746628999264
leaf_weight=0.001174907134155559 0.0010233905344952795 0.0015388965089096886 0.001662279358556603 0.001021111152219218 0.0012353075255791806 0.0010954961373680694
leaf_count=404 743 549 314 204 81 826
internal_value=0 0.00013174 -8.49078e-05 -3.44853e-06 -9.68453e-05 4.66983e-05
internal_weight=0 0.0027138 0.00603758 0.00501419 0.00399308 0.00275778
internal_count=3121 953 2168 1425 1221 1140
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=6
num_cat=0
split_feature=15 16 2 4 52
split_gain=1.3373e-05 2.78345e-05 3.93252e-05 5.17144e-05 4.29693e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00018753328249040396 -0.00028443575918853488 -0.00035749762719324772 0.00033022965462900722 -0.00016903608559577329 0.00030972170108330155
leaf_weight=0.0011785617839381981 0.0014113408929459208 0.001513215795006722 0.0012507681911977228 0.0013340960536648643 0.0015677207769472597
leaf_count=253 248 279 368 502 1471
internal_value=0 -3.80548e-05 2.33182e-05 -6.3629e-05 8.96152e-05
internal_weight=0 0.00707714 0.0056658 0.00441503 0.00290182
internal_count=3121 2868 2620 2252 1973
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=7
num_cat=0
split_feature=2 52 4 3 1 12
split_gain=1.9345e-05 3.54693e-05 4.50788e-05 2.00339e-05 5.1101e-05 1.17349e-05
threshold=0.099185000000000009 -0.088204999999999992 -0.0016099999999999997 0.12178000000000001 0.10587000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -4
right_child=3 2 5 -5 -6 -7
leaf_value=-0.00041739983521486363 -8.1802209852445778e-05 0.00025497997867680329 -0.00032076236445554717 -8.3181020747748533e-05 0.00051498831482312999 -3.1432242650499513e-05
leaf_weight=0.0010185955859345281 0.0011123770637750871 0.0015187139450200159 0.0011541763726574394 0.0014397595574196908 0.0010942762234159341 0.0010110960409567818
leaf_count=410 499 1320 320 174 246 152
internal_value=0 -9.3548e-05 -4.00536e-06 9.67482e-05 0.000214145 -0.000185657
internal_weight=0 0.00470258 0.00368399 0.00364641 0.00220665 0.00216527
internal_count=3121 2202 1792 919 745 472
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.08221e-05 2.28429e-05 3.002e-05 5.86515e-05 2.9036e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0094378436162455073 0.011552658776267231 -0.007203465698860669 -0.02738177884218709 0.0057466260406712627 0.013500254838080523
leaf_weight=0.0010709917402215085 0.0016581255258364671 0.0011657354090595974 0.0010761681924590961 0.0010615876419369265 0.0016170209174831112
leaf_count=862 903 146 641 328 241
internal_value=0 0.00140177 -0.00201889 -0.0109306 0.00482718
internal_weight=0 0.00657864 0.00492051 0.00213776 0.00278276
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=7
num_cat=0
split_feature=42 43 0 0 2 48
split_gain=3.91357e-05 4.29965e-05 8.00879e-05 3.23927e-05 5.40361e-05 4.7166e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.067094999999999988 -0.10151999999999999 0.097845000000000015 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=-0.00034025599955994379 -0.00010679145688607749 0.00027191634415788354 0.00067269781228033142 -0.00052793415052277922 7.1353200338170403e-05 -0.00022226432513914213
leaf_weight=0.0012013964894511493 0.0010087653349355411 0.0019155423325322141 0.0010183389001159823 0.0011467787729508513 0.0011672416948119771 0.0012125752367538544
leaf_count=862 810 258 231 553 280 127
internal_value=0 4.10383e-05 0.000284794 -4.97566e-05 -0.000225641 8.03535e-05
internal_weight=0 0.00746924 0.0020271 0.00544214 0.00231402 0.00312812
internal_count=3121 2259 1041 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=7
num_cat=0
split_feature=2 4 0 15 42 47
split_gain=4.48687e-05 4.84835e-05 5.48245e-05 4.43174e-05 4.87935e-05 3.43084e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.041630000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.077555000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00036916969724747707 0.00021260062603010193 0.00029357774138208864 0.00018662695203787102 -0.00054983558019067007 -0.00048238869116718256 -0.00024117106466961478
leaf_weight=0.0011487216045043712 0.001552027646296596 0.0013444799652066455 0.0017097879884055613 0.0011932047686055223 0.0010044005633809958 0.0010908384393910535
leaf_count=199 401 247 199 1163 746 166
internal_value=0 -4.55864e-05 -0.000115202 -0.000221816 -0.000114504 2.53071e-05
internal_weight=0 0.00789474 0.00655026 0.00484047 0.00364727 0.00264287
internal_count=3121 2922 2675 2476 1313 567
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=6
num_cat=0
split_feature=15 16 2 4 52
split_gain=1.16706e-05 2.33435e-05 3.24474e-05 4.38162e-05 3.48685e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.10981000000000002 -0.10429499999999998 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0094254733351383513 -0.013644946690517282 -0.017245255078508489 0.016019568387811742 -0.0077745712566041555 0.015021871586410366
leaf_weight=0.0011002868729223991 0.0013104364492742852 0.0014028113763966048 0.0011623369405187956 0.0012421798767765157 0.0014590948942298364
leaf_count=253 248 279 368 502 1471
internal_value=0 -0.00170167 0.00127016 -0.00290708 0.00453894
internal_weight=0 0.00657686 0.00526642 0.00410409 0.00270127
internal_count=3121 2868 2620 2252 1973
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=6
num_cat=0
split_feature=159 16 16 151 2
split_gain=1.44757e-05 2.62301e-05 5.59955e-05 2.68446e-05 4.19498e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0002317744714299252 0.00019988584991694982 0.00021506054711168592 -0.00040091494827498592 -0.00011734961597885147 0.00034717806803226208
leaf_weight=0.0011080376183597602 0.0011669382455873701 0.0013041549521729708 0.0016265496561810667 0.0014300898998507866 0.0015657453275197929
leaf_count=179 527 378 761 830 446
internal_value=0 -3.59195e-05 -9.30387e-05 2.89865e-05 0.000125431
internal_weight=0 0.00703458 0.00573042 0.00410387 0.00299584
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=6
num_cat=0
split_feature=159 16 3 2 16
split_gain=1.19494e-05 2.20385e-05 4.73656e-05 5.62108e-05 6.77776e-05
threshold=0.076905000000000015 0.23311500000000004 -0.13309499999999996 0.10644500000000001 -0.101115
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.021226056748353483 0.0096305176451620088 0.01040267624337312 0.030011834966297859 -0.014451894325031203 -0.003266904121920153
leaf_weight=0.0012824117422591333 0.0010844275242506314 0.0012252667938232814 0.0010093240123801347 0.0015169926419507061 0.0015546784593876708
leaf_count=163 527 378 263 319 1471
internal_value=0 -0.00169764 -0.00446196 0.000805995 0.00983333
internal_weight=0 0.00658867 0.00536341 0.004081 0.002564
internal_count=3121 2594 2216 2053 1734
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=6
num_cat=0
split_feature=4 4 2 48 0
split_gain=1.2877e-05 2.48598e-05 2.82025e-05 3.22334e-05 5.35921e-05
threshold=0.27834500000000006 0.098655000000000007 0.10981000000000002 0.081275000000000014 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0023857270006579709 0.0074799071903310478 -0.015307846829066772 0.014503024902177423 0.011636455569949333 -0.027102545469217421
leaf_weight=0.0015389654654019435 0.0017383988774408868 0.0011783586202489833 0.0011560938708872603 0.0010137788526086897 0.0010280009825900567
leaf_count=1662 340 207 352 396 164
internal_value=0 -0.00231005 0.00092335 -0.00346104 -0.00942353
internal_weight=0 0.0059152 0.00473684 0.00358075 0.00256697
internal_count=3121 2781 2574 2222 1826
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=6
num_cat=0
split_feature=147 52 13 1 16
split_gain=1.48773e-05 4.05864e-05 3.67283e-05 2.88089e-05 5.03172e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.090639999999999984 0.086560000000000012 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00024968538693416557 0.00020800349577503827 -0.00039460584372561836 0.00013718673441370351 -0.00049929993216018881 3.3899625938778628e-05
leaf_weight=0.0019067272619685211 0.0010966305440712641 0.0010448527055210606 0.0015487406078273877 0.0011989218325978125 0.0015734887202856756
leaf_count=389 183 496 1263 279 511
internal_value=0 -3.69926e-05 2.30043e-05 -7.70198e-05 -0.000196681
internal_weight=0 0.00727273 0.00622788 0.00432115 0.00277241
internal_count=3121 2938 2442 2053 790
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=8
num_cat=0
split_feature=52 0 2 0 0 52 16
split_gain=2.70199e-05 4.12042e-05 4.04556e-05 5.75938e-05 3.33354e-05 3.00246e-05 1.82024e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.10151999999999999 -0.23001499999999997 -0.019749999999999993 0.054560000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=5.5575027122869559e-05 -0.00028489426397824253 0.00036819740488619869 0.00014541166811689758 4.9210237112267881e-05 -0.00042392458981470549 -0.00041556946323720079 0.0005092940735947995
leaf_weight=0.0010830745259891028 0.0011973622902934243 0.0010268031795360125 0.0010078275427009926 0.0010107348604250846 0.0011485566423139358 0.0011338099587750962 0.0011113361656615178
leaf_count=95 501 125 376 502 137 1075 310
internal_value=0 3.22335e-05 0.000126486 -1.36762e-05 -0.00019121 -0.000196516 0.00033624
internal_weight=0 0.00752214 0.00529051 0.00317135 0.00223163 0.00214454 0.00211916
internal_count=3121 2620 2388 1702 232 1577 686
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=1.15556e-05 2.59211e-05 4.5972e-05 1.37272e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0078866752096517206 -0.0024904642671879067 -0.012168422246592875 0.015518965001800361 0.012674055715802711
leaf_weight=0.0018928061174212371 0.0011106963527882929 0.0018696033950038283 0.0015075458212517349 0.0012904903367426121
leaf_count=2124 164 414 218 201
internal_value=0 -0.00271018 0.00249021 0.00565953
internal_weight=0 0.00526996 0.00340035 0.00240119
internal_count=3121 2756 2342 365
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=7
num_cat=0
split_feature=43 3 12 2 13 2
split_gain=1.96393e-05 5.59898e-05 4.53677e-05 5.30171e-05 6.24657e-05 5.85373e-05
threshold=-0.074359999999999996 -0.075944999999999985 0.098810000000000023 0.089885000000000007 -0.017449999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-9.3682555042105676e-05 -0.0003192716517831776 0.00047776647777787533 -0.0004213345348407053 0.00052889875670574828 0.00027079261404563493 -0.00036384130156615296
leaf_weight=0.0017108601767055714 0.0013240475218962112 0.0010723839589063676 0.001156714177427221 0.0010924595489845783 0.0011294905412912444 0.0011059050837201366
leaf_count=922 876 310 315 359 227 112
internal_value=0 0.000126497 -7.38231e-05 1.2587e-05 0.000144623 -4.31764e-05
internal_weight=0 0.00278324 0.00580862 0.0046519 0.00332786 0.0022354
internal_count=3121 1232 1889 1574 698 339
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=6
num_cat=0
split_feature=12 0 4 16 16
split_gain=2.18244e-05 2.9539e-05 3.91041e-05 4.89206e-05 5.52852e-05
threshold=0.10016000000000001 0.041630000000000007 -0.059649999999999988 -0.070454999999999976 -0.5048999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00035137529996104528 -0.00020315425295071909 0.00030213458462986537 0.00022719518246226827 0.00032173098064621435 -0.0003630154146795277
leaf_weight=0.0010947062666895567 0.0017132553715252701 0.0013652496497555677 0.001067989569552471 0.001695858437110679 0.0014234196306753763
leaf_count=982 440 214 189 851 445
internal_value=0 4.50362e-05 -2.14169e-05 6.48463e-05 -0.000110011
internal_weight=0 0.00664722 0.00528197 0.00418727 0.00249141
internal_count=3121 2681 2467 1485 634
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=6
num_cat=0
split_feature=3 13 12 48 16
split_gain=1.29519e-05 2.56725e-05 3.73775e-05 4.80586e-05 6.88269e-06
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.086260000000000017 -0.018494999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0083893303741038663 0.0080641147150185936 0.014671181986829852 -0.020078388897707477 -0.017560099478966661 0.0031057034230959372
leaf_weight=0.0014592402931010249 0.0017823148024429204 0.0010060387932069098 0.0013430453909011788 0.0010466739335264533 0.0010532613141157839
leaf_count=303 843 196 1422 167 190
internal_value=0 -0.00207695 -0.00613955 -0.000112301 0.00875584
internal_weight=0 0.00623133 0.00444902 0.00310597 0.0020593
internal_count=3121 2818 1975 553 386
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=7
num_cat=0
split_feature=2 13 3 0 4 43
split_gain=1.56909e-05 3.08926e-05 4.09572e-05 2.34988e-05 4.5927e-05 2.37622e-05
threshold=0.099185000000000009 -0.08971999999999998 0.11296500000000002 -0.060129999999999996 0.0061450000000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.00049676762920916747 0.00032713537802747921 0.00018292134470741193 -0.00033599394841866959 0.00029006246496030474 2.6386543589123686e-05 -0.00012008823729993089
leaf_weight=0.0011645890887065163 0.0013345089336180326 0.0013268842291370535 0.001045606937599225 0.0010057573212423323 0.0014464941750204066 0.0011805101902650709
leaf_count=1632 200 630 89 118 323 129
internal_value=0 8.84712e-05 -4.57756e-05 -8.13772e-05 -0.000206949 6.8595e-05
internal_weight=0 0.003707 0.00237249 0.00479735 0.00261108 0.00218627
internal_count=3121 919 719 2202 1955 247
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.1089e-05 2.3182e-05 4.66648e-05 3.88184e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0076135980421840792 -0.0096259150708669691 0.0074494856322914749 0.017499916856281737 -0.016375193187491126
leaf_weight=0.001988514098163455 0.0010521403664761194 0.0015703474869834316 0.0018705174080473359 0.0012114856414098775
leaf_count=232 501 1525 686 177
internal_value=0 0.00142363 0.00528633 -0.00292614
internal_weight=0 0.00664086 0.00465235 0.00278183
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=7
num_cat=0
split_feature=51 160 49 3 4 4
split_gain=2.32447e-05 3.34666e-05 4.15946e-05 5.22433e-05 6.26997e-05 5.88002e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.181285 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032436658903954558 -0.00024619949220289791 0.00027253684552791145 -0.00047223839517776571 0.0001659597274114706 0.00039644277029656004 -0.00046421438513294979
leaf_weight=0.0012830821600087047 0.0013153442380140863 0.0013860207968266975 0.0011715359238835725 0.0010505518241118207 0.0010857773453641149 0.0012426087844903577
leaf_count=651 409 249 179 531 198 904
internal_value=0 3.7211e-05 -2.48533e-05 -0.000115435 8.27509e-06 -0.000175517
internal_weight=0 0.00721958 0.00593649 0.00455047 0.00337894 0.00229316
internal_count=3121 2712 2061 1812 1633 1435
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=6
num_cat=0
split_feature=4 15 16 4 2
split_gain=1.25047e-05 4.53093e-05 3.31962e-05 3.61616e-05 4.7615e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.017140570193265047 0.018166408714016199 -0.0095439101863176307 -0.01896605743702269 0.015201996466087907 0.007396186148641729
leaf_weight=0.0012362583906009705 0.0013350230019497323 0.0010574600060904767 0.0012886822692056987 0.0013164274322832823 0.0014629102118020919
leaf_count=393 266 160 1535 285 482
internal_value=0 0.00591865 -0.00279003 0.00157105 -0.00495032
internal_weight=0 0.00239248 0.00530428 0.00406802 0.00275159
internal_count=3121 426 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=7
num_cat=0
split_feature=4 15 151 15 15 1
split_gain=2.1103e-05 4.18174e-05 3.80084e-05 6.70516e-05 4.08151e-05 4.22973e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.070929999999999979 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00024617167303257216 0.00035337601000339701 -0.00013970133319052996 -0.00058513552181980132 -0.00010593573875715016 -0.000344106685231523 0.00040082185085577444
leaf_weight=0.0011524241137743745 0.0015031781770139224 0.0011806967589524603 0.0010610830485167453 0.0015004508339876862 0.0010905121635799418 0.0010956489064360394
leaf_count=463 266 160 583 228 1157 264
internal_value=0 0.00013646 -7.32573e-05 -0.000150793 -2.57808e-05 0.000107934
internal_weight=0 0.00268387 0.00590012 0.00474769 0.00368661 0.0025961
internal_count=3121 426 2695 2232 1649 492
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=7
num_cat=0
split_feature=13 1 0 0 0 16
split_gain=1.77009e-05 3.31758e-05 2.91464e-05 4.77431e-05 3.4753e-05 3.2955e-05
threshold=-0.15078499999999997 0.13265500000000002 -0.060129999999999996 0.10455500000000001 -0.11991499999999998 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00018093060978107163 -0.00017743406658031537 -0.00037397127452206297 0.00047419488108200618 -0.00011265004831735535 -0.00034203641034529191 0.00028512246502556093
leaf_weight=0.0015935480257921542 0.0012113931089189614 0.0010244603936677629 0.0011056207705685919 0.0010291039940927829 0.0013877486100559193 0.0011584977213765168
leaf_count=230 163 136 291 150 1981 170
internal_value=0 -4.82963e-05 8.32635e-06 0.00019129 -9.56157e-05 4.86821e-05
internal_weight=0 0.00691682 0.00589236 0.00213472 0.00375764 0.00236989
internal_count=3121 2891 2755 441 2314 333
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=7
num_cat=0
split_feature=159 2 15 0 2 1
split_gain=5.60225e-05 4.5795e-05 5.89316e-05 0.000113712 6.13878e-05 3.95503e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 -0.022504999999999997 -0.18113999999999997 0.10097500000000002 0.11551000000000002
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2
right_child=1 2 4 -5 -6 -7
leaf_value=-0.00043745068185325141 -0.00031735531819607177 -2.0717534679101299e-05 0.00032119610139702407 0.0008319515246719896 -0.00031837741771023473 0.00013767476898780554
leaf_weight=0.0010036410236612227 0.0018133749917005732 0.0012470790560376031 0.0010060342342962511 0.0011612607733266381 0.0013528853376575858 0.0012342484812356658
leaf_count=509 1159 96 294 643 264 156
internal_value=0 5.46551e-05 0.000174667 0.000390425 -4.56115e-05 -0.000133074
internal_weight=0 0.00781488 0.00476726 0.00240834 0.00235892 0.00304762
internal_count=3121 2612 1297 739 558 1315
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=6
num_cat=0
split_feature=147 2 48 13 2
split_gain=1.06803e-05 2.28281e-05 4.05187e-05 3.88911e-05 4.55858e-05
threshold=1.0000000180025095e-35 0.11704500000000001 0.091150000000000023 -0.084034999999999985 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011618556994725311 0.0093986233926159918 -0.013818599084604944 0.01937875791542959 0.0032836441066468598 -0.020780175232241165
leaf_weight=0.0013113535571914439 0.001029735745296979 0.0012351006463042456 0.0010045511742709009 0.0015578016627452341 0.001591472550195759
leaf_count=663 183 366 284 626 999
internal_value=0 -0.00154026 0.00123458 -0.00285157 -0.00887691
internal_weight=0 0.00670028 0.00546518 0.00446063 0.00314927
internal_count=3121 2938 2572 2288 1625
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=6
num_cat=0
split_feature=4 15 151 16 16
split_gain=1.73289e-05 5.12144e-05 3.397e-05 5.24126e-05 2.43548e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 0.16703000000000004
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00024755630058306897 0.00037835538006802429 -0.00017713718045211848 -0.00051170540905716769 0.00012445484483747604 -0.00020454139731022257
leaf_weight=0.001115969577783699 0.0014503914557049283 0.001139394734659056 0.0010798151751852452 0.0019986593242022274 0.001525297505678605
leaf_count=463 266 160 501 1310 421
internal_value=0 0.000133963 -5.93603e-05 -0.000133758 -1.79468e-05
internal_weight=0 0.00258979 0.00571974 0.00460377 0.00352396
internal_count=3121 426 2695 2232 1731
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=6
num_cat=0
split_feature=3 0 43 3 2
split_gain=1.05432e-05 2.59684e-05 4.2508e-05 4.5655e-05 3.5703e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.035139999999999991 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0075465862859834462 0.018136800094576879 -0.011386421559740269 -0.02125637040883474 0.017765265847905855 -0.0086566464158965538
leaf_weight=0.0014703904994627813 0.001236732219516598 0.001964458525078973 0.0010080975110966814 0.0010377322379531741 0.0010083641506128714
leaf_count=303 1233 361 961 120 143
internal_value=0 -0.00186395 0.00249559 -0.00383799 0.00474393
internal_weight=0 0.00625538 0.00429093 0.00305419 0.0020461
internal_count=3121 2818 2457 1224 263
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=7
num_cat=0
split_feature=159 1 13 2 0 52
split_gain=3.72154e-05 4.87855e-05 5.57675e-05 0.000100036 4.20995e-05 4.73685e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.036034999999999991 0.097845000000000015 -0.074479999999999977 -0.065544999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0003565400048096965 -0.00071191718586123196 0.00040803544977390378 -0.00036992985344672785 8.504912090216624e-05 0.00036213642493080315 0.00017647317537396011
leaf_weight=0.0010119613033535467 0.0010579802425617426 0.0011933815910031937 0.0010156592569044191 0.0014159478889391797 0.0016269443989853755 0.0015272162377363836
leaf_count=509 897 216 216 297 368 618
internal_value=0 4.30181e-05 -2.2548e-05 -0.000255775 0.000115824 -4.17677e-05
internal_weight=0 0.00783713 0.00664375 0.00247393 0.00416982 0.00254288
internal_count=3121 2612 2396 1194 1202 834
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=7
num_cat=0
split_feature=0 150 1 47 2 1
split_gain=1.85221e-05 4.80077e-05 3.92882e-05 4.04255e-05 3.1435e-05 3.68497e-05
threshold=-0.060129999999999996 0.081835000000000019 0.095285000000000022 0.092530000000000015 0.10097500000000002 0.082005000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.00051431044076780553 0.00051819913693083072 0.00024236202733933615 0.00013838266015019895 -0.00035414764539080923 -0.00017300963970665831 2.1980467336260347e-05
leaf_weight=0.0010540822650741541 0.001004102113495126 0.001311752643329746 0.0015405253551386889 0.0010968727301454454 0.0010587904160089777 0.0013475321387606736
leaf_count=1766 71 347 284 151 311 191
internal_value=0 -7.98442e-05 -0.000194339 -6.64567e-05 0.000107542 0.000233856
internal_weight=0 0.00500323 0.00369148 0.0026374 0.00341042 0.00235163
internal_count=3121 2548 2201 435 573 262
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=6
num_cat=0
split_feature=0 0 150 43 1
split_gain=1.06186e-05 2.9628e-05 3.54471e-05 2.17787e-05 1.77098e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 -0.074359999999999996 0.111945
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.013626502043287234 0.014260458930740983 -0.016314136785188862 0.016791159828707446 -0.0026291009927330387 0.0039841937756853298
leaf_weight=0.0012026094578360066 0.0013095798975873872 0.0012435966575264253 0.0010687945615064295 0.0018308464569154834 0.0010873271425745777
leaf_count=287 206 1988 160 367 113
internal_value=0 -0.00312823 0.00175395 0.00441396 -0.00526444
internal_weight=0 0.00460233 0.00335873 0.00314043 0.00228994
internal_count=3121 2548 560 573 400
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=7
num_cat=0
split_feature=0 0 16 4 2 1
split_gain=2.31327e-05 3.26445e-05 3.06089e-05 3.25415e-05 2.88591e-05 3.88927e-05
threshold=-0.060129999999999996 -0.10151999999999999 -0.071359999999999993 0.24564500000000003 0.10097500000000002 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -2
right_child=4 -3 -4 -5 -6 -7
leaf_value=-0.00037081284729249602 0.0005267711655957797 -0.0003957755850913068 0.00024364462888424286 6.2697675163675591e-05 -0.00015156019589942534 1.8452665510565739e-05
leaf_weight=0.0011852689514769263 0.0010171239727342191 0.0010719724103266061 0.001250641346906489 0.0015187882350596361 0.0010628519051840645 0.001342578779444473
leaf_count=196 69 1936 206 210 311 193
internal_value=0 -9.22752e-05 -1.00074e-05 -0.000127323 0.00011672 0.000237558
internal_weight=0 0.00502667 0.0039547 0.00270406 0.00342255 0.0023597
internal_count=3121 2548 612 406 573 262
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=1.0933e-05 3.05627e-05 3.00969e-05 4.50489e-05 4.23222e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.016159236490385868 -0.0089404447224203428 0.011903303452484042 -0.023632737430894005 0.011747460499105812 -0.011679678139034286
leaf_weight=0.0011720983454999202 0.0011776133881855168 0.0012558427624563178 0.0010528144491711599 0.0015812170424220064 0.00150519171953205
leaf_count=651 409 249 179 1023 610
internal_value=0 0.0015232 -0.00165653 -0.00577059 0.000322423
internal_weight=0 0.00656716 0.00539507 0.00413922 0.00308641
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=6
num_cat=0
split_feature=4 0 3 3 15
split_gain=1.11461e-05 2.50041e-05 3.44419e-05 3.13995e-05 3.08401e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.10023499999999998 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0037160806139825892 0.0068806103553490667 0.017827515109383105 0.0043405718025243218 -0.0045137510251997024 -0.028505540229387963
leaf_weight=0.0010017109409011953 0.001780115555941225 0.0011256784297553652 0.0013904436778129359 0.0014259969121039316 0.0010057334766508017
leaf_count=391 352 159 150 312 1757
internal_value=0 -0.00213875 -0.00775661 0.00534216 -0.0161356
internal_weight=0 0.00594956 0.00339789 0.00255168 0.00200744
internal_count=3121 2769 2298 471 2148
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=6
num_cat=0
split_feature=150 3 3 15 0
split_gain=9.43308e-06 2.88755e-05 5.16632e-05 3.81856e-05 6.7058e-05
threshold=0.10605000000000002 0.095270000000000007 0.13524500000000003 -0.095244999999999982 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.01885290486083804 -0.008523859228074266 -0.024423842118108722 0.006006431507619211 -0.020658839586576536 0.011227084639225879
leaf_weight=0.0015319657056563256 0.0011240774959770982 0.0010215754551704606 0.0012292523878513414 0.0010575202652056291 0.0017526670039242616
leaf_count=505 182 124 168 1779 363
internal_value=0 0.00138705 -0.00780485 0.00615183 -0.00077212
internal_weight=0 0.00659298 0.00225083 0.00434215 0.00281019
internal_count=3121 2939 292 2647 2142
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=6
num_cat=0
split_feature=11 2 3 43 15
split_gain=2.37232e-05 5.44306e-05 7.53205e-05 7.48977e-05 3.56759e-05
threshold=0.078340000000000007 0.089885000000000007 -0.015584999999999998 -0.074359999999999996 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0001589869132547288 -0.00029106256543518693 0.00055678809818339382 0.0002214974873856222 -0.00045530157556558095 -0.00019695922715351819
leaf_weight=0.0014122067544582203 0.0010165639701544037 0.0013317746053692139 0.0014825253805257213 0.0016602289611645665 0.0016608271822034747
leaf_count=696 208 826 256 933 202
internal_value=0 2.80083e-05 0.000165979 -0.000172952 4.00976e-07
internal_weight=0 0.00754756 0.00447513 0.00307244 0.00314335
internal_count=3121 2913 1284 1629 458
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=7
num_cat=0
split_feature=50 160 12 13 4 16
split_gain=7.43015e-05 4.16865e-05 5.19486e-05 4.19596e-05 8.36765e-05 8.19394e-05
threshold=0.077805000000000013 -0.027994999999999996 -0.029094999999999999 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00036116813680888218 -0.00050051969230005002 -0.00039837890703061225 0.00033418967132300032 -0.00043719380375157756 -0.00012169775308874555 0.0005901627032562593
leaf_weight=0.0014533757713640141 0.0010227357206133653 0.0010827082489870089 0.0016420135438274747 0.0013374827262653084 0.0015317194185050546 0.0010463552079451033
leaf_count=625 615 267 395 905 167 147
internal_value=0 6.0381e-05 -5.45313e-06 7.10954e-05 -3.92348e-05 0.000167223
internal_weight=0 0.00809365 0.00664028 0.00555757 0.00391556 0.00257807
internal_count=3121 2506 1881 1614 1219 314
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=6
num_cat=0
split_feature=11 2 3 15 49
split_gain=1.96603e-05 4.02301e-05 5.20346e-05 5.28985e-05 4.03546e-05
threshold=0.078340000000000007 0.089885000000000007 -0.015584999999999998 -0.074054999999999996 -0.00064499999999999985
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00046308048979682928 -0.00025589671975777094 0.00048118410479574522 0.00027943779640023981 -0.00023236614951519991 1.8264753853458071e-05
leaf_weight=0.0010069236981808645 0.0010404836758570223 0.0012968080696731561 0.0014950787595586919 0.0016152377918080382 0.0019991138010553543
leaf_count=317 208 826 256 202 1312
internal_value=0 3.19277e-05 0.000151223 1.36497e-05 -0.00014297
internal_weight=0 0.00741316 0.00440712 0.00311032 0.00300604
internal_count=3121 2913 1284 458 1629
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=6
num_cat=0
split_feature=11 2 3 43 15
split_gain=1.03395e-05 3.31311e-05 5.0719e-05 3.89036e-05 3.48842e-05
threshold=1.0000000180025095e-35 0.089885000000000007 -0.015584999999999998 -0.074359999999999996 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0058695770307866275 -0.009536301144381228 0.024884755302473291 0.011555581094373338 -0.018042250995769886 -0.010569721142851185
leaf_weight=0.0012520502978094147 0.0010033803119413277 0.0011489286495459231 0.0013649324363338888 0.0014902340537949379 0.0014910645243487904
leaf_count=686 244 816 256 918 201
internal_value=0 0.00134353 0.00714202 -0.00712478 4.35968e-06
internal_weight=0 0.00674721 0.00400493 0.00274228 0.002856
internal_count=3121 2877 1273 1604 457
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=6
num_cat=0
split_feature=147 151 4 1 13
split_gain=1.18187e-05 2.07327e-05 5.041e-05 3.44111e-05 2.80538e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014664487798923301 0.0099498007100011342 -0.0084695956099487459 0.017303943161880282 -0.014421713211918197 0.013503556831943743
leaf_weight=0.0010265200208069911 0.0010238235187595614 0.0010607292673608904 0.0013932437566143412 0.0019454700249020174 0.0012848461979094682
leaf_count=412 183 833 316 703 674
internal_value=0 -0.00158487 0.000777168 -0.00458885 0.00356673
internal_weight=0 0.00671081 0.00568429 0.00429105 0.00234558
internal_count=3121 2938 2526 2210 1507
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=7
num_cat=0
split_feature=42 49 2 15 16 12
split_gain=1.17714e-05 2.365e-05 2.61297e-05 2.37321e-05 8.94866e-05 5.74287e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 -0.037864999999999989 -0.095964999999999981 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5
right_child=-2 3 -4 5 -6 -7
leaf_value=-0.018956194353087458 -0.0098637388605401083 0.018632755955528085 0.0034835505157090885 0.028581634957596011 -0.022769549944652152 -0.0018481591324841493
leaf_weight=0.0010031311806528349 0.0010556141813519776 0.0010297894523836112 0.0010750271169972937 0.0011442019363537962 0.0010587985873778041 0.0013542538203629687
leaf_count=324 630 300 252 158 487 970
internal_value=0 0.00150169 -0.00734816 0.00551112 -0.00235592 0.0120876
internal_weight=0 0.0066652 0.00207816 0.00458704 0.00208859 0.00249846
internal_count=3121 2491 576 1915 787 1128
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=7
num_cat=0
split_feature=147 52 12 1 0 4
split_gain=2.52095e-05 4.58959e-05 4.54483e-05 3.57296e-05 6.84157e-05 4.55726e-05
threshold=1.0000000180025095e-35 0.11434500000000002 0.097825000000000009 0.11181500000000001 -0.11437499999999999 -0.14098499999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.0003293669789845482 0.00026967323914548532 -0.00042237655291407241 0.00033362511168667368 -0.00034757399142362245 7.4383403885269964e-05 -0.00049591364429110425
leaf_weight=0.0016391803060526572 0.0011134089531678959 0.0010710477920332908 0.0013651636071637238 0.00131544054690491 0.0011113412708953527 0.0010455372659616074
leaf_count=232 183 496 383 272 186 1369
internal_value=0 -4.63829e-05 1.57953e-05 -6.90897e-05 2.74129e-05 -0.000202066
internal_weight=0 0.00754771 0.00647666 0.0051115 0.00379606 0.00215688
internal_count=3121 2938 2442 2059 1787 1555
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=7
num_cat=0
split_feature=15 52 47 48 1 4
split_gain=2.98422e-05 3.90981e-05 4.82499e-05 5.41085e-05 6.31629e-05 4.13561e-05
threshold=-0.24436499999999997 -0.10925999999999998 0.092710000000000015 0.085845000000000019 1.0000000180025095e-35 0.0067750000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00028429528850076766 -0.00040537937823478652 -5.7210312404992442e-05 -0.00033372552054043123 -0.00026149261303693116 0.00017053335691358961 0.00073260432494573794
leaf_weight=0.0012246603389961348 0.001005950170059557 0.0017697142901281701 0.0012485519442650105 0.0012224625305857512 0.0010101484037663257 0.0010030298247512628
leaf_count=253 541 1165 233 296 507 126
internal_value=0 -4.65971e-05 1.11136e-05 9.71314e-05 0.000213023 0.000450575
internal_weight=0 0.00725986 0.00625391 0.00500536 0.00378289 0.00201318
internal_count=3121 2868 2327 2094 1798 633
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=6
num_cat=0
split_feature=2 4 48 15 0
split_gain=2.27146e-05 3.01612e-05 2.3629e-05 8.33968e-05 3.88197e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00026688431929063918 -0.00062903482570146412 0.0002395524966163936 8.3602020171539152e-05 0.00020783447268921064 -0.0002423155669159493
leaf_weight=0.0010604723111110612 0.0011510173663178292 0.0012277591552826393 0.0018903946790312263 0.0015446614877832325 0.0014078478999385534
leaf_count=199 636 247 502 1340 197
internal_value=0 -4.04319e-05 -9.77822e-05 -0.000181341 -6.81101e-06
internal_weight=0 0.00722168 0.00599392 0.00410353 0.00295251
internal_count=3121 2922 2675 2173 1537
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=6
num_cat=0
split_feature=2 4 48 15 0
split_gain=1.63418e-05 2.42438e-05 2.36583e-05 8.08499e-05 3.64673e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.011872291094040246 -0.03221882453980604 0.011519534092191544 0.0050658246902850427 0.011133728643398788 -0.011847537580326147
leaf_weight=0.0010011897749988719 0.0010732764475678861 0.0011333064872721564 0.0017649641226844519 0.0014402321050868627 0.0013264014080157057
leaf_count=199 636 247 502 1340 197
internal_value=0 -0.00181992 -0.00451717 -0.00892186 0.000115868
internal_weight=0 0.00673818 0.00560487 0.00383991 0.00276663
internal_count=3121 2922 2675 2173 1537
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=1.312e-05 2.60687e-05 4.73808e-05 3.21997e-05 3.33041e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.019504280785609823 0.0084493240714691598 -0.012122965487474796 0.010479996777904677 -0.022121293346714796 0.0023661341280377668
leaf_weight=0.0011553658843190193 0.0014715203677392874 0.0018197582959660792 0.0010407448218964859 0.0012029171721893541 0.0010318133338892341
leaf_count=160 279 1443 437 668 134
internal_value=0 -0.00204588 0.00209281 -0.00404878 -0.010815
internal_weight=0 0.0062506 0.00443084 0.00327548 0.00223473
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=5
num_cat=0
split_feature=15 12 4 1
split_gain=1.11665e-05 2.86351e-05 3.5151e-05 6.10745e-05
threshold=-0.11713499999999999 0.090455000000000021 0.055260000000000011 0.093575000000000019
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0067844249855970179 -0.0076728571831010577 0.012257987962063661 -0.018849467408701373 0.022556878923459631
leaf_weight=0.0018625994489714064 0.0019325294653705991 0.001883452032692654 0.001007441472159924 0.0010216502569048503
leaf_count=484 1173 1018 189 257
internal_value=0 0.00210687 -0.00271922 0.00278156
internal_weight=0 0.00584507 0.00396162 0.00295418
internal_count=3121 2637 1619 1430
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=6
num_cat=0
split_feature=1 12 4 2 52
split_gain=1.10157e-05 2.91007e-05 2.55811e-05 2.64586e-05 2.04278e-05
threshold=0.12500000000000003 0.098810000000000023 -0.0016099999999999997 0.10005000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0016001052348560191 0.0077577554883888943 -0.017422574378067837 -0.016140796627022429 0.0038944277964042388 0.016283906747891284
leaf_weight=0.0011638725775558088 0.0014672466508477396 0.0010087063647864188 0.0012757696541369533 0.0013637246709666275 0.0014154319113039865
leaf_count=735 279 414 402 284 1007
internal_value=0 -0.00187376 0.00113157 -0.00578937 0.00821401
internal_weight=0 0.00622751 0.0052188 0.00263949 0.0025793
internal_count=3121 2842 2428 686 1742
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=7
num_cat=0
split_feature=1 47 52 2 3 0
split_gain=1.89035e-05 3.64106e-05 7.155e-05 7.2103e-05 4.59622e-05 3.25877e-05
threshold=0.12500000000000003 0.092530000000000015 -0.087769999999999987 0.10097500000000002 -0.011549999999999998 -0.13843999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00046358309079879144 0.00018568422352119966 -0.00038247397052024662 6.1818537516224303e-05 7.8263455765222443e-05 0.00056102716616337274 -0.00041684481048920015
leaf_weight=0.0010077094073483051 0.0016433796480284863 0.0010612331123182519 0.0014113214889919215 0.0010176368808088418 0.001425071573086784 0.0010268370370768161
leaf_count=567 279 269 1444 119 144 299
internal_value=0 -4.81581e-05 1.2092e-05 0.0001103 0.000312633 -0.000170405
internal_weight=0 0.00694981 0.00588858 0.00488087 0.00283639 0.00204447
internal_count=3121 2842 2573 2006 1588 418
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=7
num_cat=0
split_feature=2 4 52 49 16 4
split_gain=2.30257e-05 2.87599e-05 3.58204e-05 5.25926e-05 3.69636e-05 6.87812e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.10925999999999998 -0.006494999999999999 -0.084119999999999986 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.00025208328787803858 -0.00044121688473610602 0.00021846416001798015 -0.00034659120452619019 -0.00018055514700181631 -4.4237198459112076e-05 0.00062308162091210097
leaf_weight=0.0011280119137420429 0.0010098699500061719 0.0012905788872890501 0.0015158127467455188 0.0013069216861792115 0.0014583136047286833 0.0010017458452729964
leaf_count=199 522 247 379 663 134 977
internal_value=0 -4.8173e-05 -0.000102858 -3.8177e-05 8.59272e-05 0.000227498
internal_weight=0 0.00758324 0.00629266 0.00528279 0.00376698 0.00246006
internal_count=3121 2922 2675 2153 1774 1111
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=7
num_cat=0
split_feature=49 15 4 52 16 1
split_gain=1.70975e-05 2.76129e-05 5.14669e-05 5.20871e-05 4.81312e-05 3.3319e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.059649999999999988 0.083680000000000018 -0.071854999999999988 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00016339708467916523 -0.00024902775132720393 -0.0004167254096768563 0.00044675620494885788 0.00019840461064285023 -0.00049492705268171027 0.00025481013073605318
leaf_weight=0.001870136506444642 0.0010011077095463561 0.001002757454629456 0.0010036766455959059 0.0011207793899438703 0.0011697309567590864 0.0010175320542394849
leaf_count=425 341 616 379 588 591 181
internal_value=0 -5.00453e-05 8.08682e-05 -9.20666e-05 -0.000178448 4.94089e-06
internal_weight=0 0.00631558 0.00312721 0.00212354 0.00318837 0.00201864
internal_count=3121 2696 1583 1204 1113 522
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=7
num_cat=0
split_feature=2 47 457 16 3 52
split_gain=2.63621e-05 3.17464e-05 3.04622e-05 5.34434e-05 5.97485e-05 5.57132e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.045365000000000009 -0.004174999999999999 0.088060000000000013 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.000272922599896275 -0.00012137054306416255 0.00020345465487469339 0.00020034765742537705 -0.00023630894029456789 -0.00071362043750492984 0.00037742988331125089
leaf_weight=0.0011362558452279138 0.0016265567645322781 0.0015433311925914708 0.0010017655471022749 0.0012333002248272403 0.0010963104827957531 0.0010551891629140666
leaf_count=199 1578 243 241 604 123 133
internal_value=0 -4.74093e-05 -0.000111796 -0.000174193 -0.000359829 4.66771e-05
internal_weight=0 0.00755645 0.00601312 0.00501136 0.00272287 0.00228849
internal_count=3121 2922 2679 2438 1701 737
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=6
num_cat=0
split_feature=2 47 2 1 3
split_gain=1.45941e-05 2.03809e-05 2.09677e-05 2.79991e-05 5.53821e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.11510000000000002 0.086560000000000012 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.011218807085048828 -0.015503166233875224 0.0091412283134257449 0.0074884853043811067 -0.016790684954737494 0.015356145112127559
leaf_weight=0.0010008972783051321 0.0011894601358435498 0.0013749523681042446 0.0011464574216120162 0.001893668612913426 0.0011379327035272464
leaf_count=199 1460 243 385 683 151
internal_value=0 -0.00172165 -0.0045043 -0.00776159 -0.000415116
internal_weight=0 0.00674247 0.00536752 0.00422106 0.00232739
internal_count=3121 2922 2679 2294 1611
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=5
num_cat=0
split_feature=49 15 16 4
split_gain=1.2614e-05 2.19991e-05 3.84855e-05 3.21665e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.071854999999999988 -0.10429499999999998
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0074056568674130008 0.00034385512064139684 -0.0053108885133870487 -0.023081494115966959 0.015729167913544721
leaf_weight=0.0017562476502234721 0.0019156594097032404 0.0016588370741099096 0.0011063912171383986 0.001292997568556271
leaf_count=425 522 307 591 1276
internal_value=0 -0.00223482 -0.00823231 0.00390533
internal_weight=0 0.00597389 0.00302205 0.00295183
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=6
num_cat=0
split_feature=2 4 48 15 2
split_gain=1.49063e-05 2.70304e-05 2.54396e-05 6.64856e-05 2.99749e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 0.083985000000000018 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00021382245013278872 -0.00057160748299712712 0.00023675492305135509 0.00010122910295386461 0.00013118573316226354 -0.0002802995575655112
leaf_weight=0.0010783631686691114 0.0011583271972744453 0.0011886148310474506 0.0018923614225795811 0.0018865106070166599 0.0010647842468341632
leaf_count=199 642 236 502 1286 256
internal_value=0 -3.33924e-05 -8.68916e-05 -0.000173516 -1.72722e-05
internal_weight=0 0.0071906 0.00600198 0.00410962 0.00295129
internal_count=3121 2922 2686 2184 1542
is_linear=0
shrinkage=0.00196078


Tree=8143
num_leaves=6
num_cat=0
split_feature=2 4 4 48 52
split_gain=1.29688e-05 2.05967e-05 2.2579e-05 2.62686e-05 3.085e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.098655000000000007 0.083985000000000018 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010576495736214539 -0.014523576454605528 0.01064235940324538 -0.016625421440002116 0.0098531345689526206 0.006519364177399678
leaf_weight=0.0010013987271903883 0.001802835059986459 0.0011379284113215227 0.001147053543745097 0.0015054154897509234 0.0011354997699810471
leaf_count=199 1502 247 203 465 505
internal_value=0 -0.00162108 -0.00411713 -0.000888397 -0.00639167
internal_weight=0 0.00672873 0.0055908 0.00444375 0.00293833
internal_count=3121 2922 2675 2472 2007
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.28748e-05 2.17464e-05 6.80608e-05 4.06258e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.010044947165050194 -0.01030211224864277 -0.0060151696613283314 -0.016598985890706432 0.018311632007063105
leaf_weight=0.0019114443851519086 0.001054923102645015 0.0011716820469078024 0.0019235522914474649 0.0016577686901783513
leaf_count=882 501 751 333 654
internal_value=0 0.00158752 -0.00331908 0.00823785
internal_weight=0 0.00666445 0.003835 0.00282945
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=7
num_cat=0
split_feature=1 42 48 1 1 4
split_gain=1.69736e-05 3.16776e-05 4.24336e-05 4.26005e-05 3.90406e-05 2.9882e-05
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 0.096125000000000016 0.11323000000000001 -0.27825499999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=6.8623185119808287e-05 0.00043590102912928469 0.00033219982691448446 -0.00029252367391619828 -0.00032428262857864753 0.00019425822663752347 -0.00039704133689469259
leaf_weight=0.001120665644886938 0.0010277512707306318 0.0012353678860342523 0.0015051435719499852 0.0010405413053549827 0.0012043099155919915 0.0010048922469042161
leaf_count=67 322 540 228 231 188 1545
internal_value=0 5.23214e-05 -2.0046e-05 0.000105273 -4.60976e-05 -0.000151527
internal_weight=0 0.00601311 0.00477775 0.0032726 0.00224485 0.00212556
internal_count=3121 1509 969 741 419 1612
is_linear=0
shrinkage=0.00196078


Tree=8146
num_leaves=6
num_cat=0
split_feature=159 3 12 15 16
split_gain=1.30547e-05 3.2429e-05 4.46881e-05 3.71618e-05 2.15253e-05
threshold=0.076905000000000015 0.11296500000000002 0.092355000000000007 -0.095244999999999982 -0.0073349999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00046218506599482809 0.0001903970161825846 -0.00026762624945982506 -0.00021459117280589376 -0.00015787587605801186 0.00021027669134551043
leaf_weight=0.0011250982360632407 0.0011545265810998422 0.0017315487284783118 0.0017585403771762983 0.0011866359965422132 0.0012578148211150853
leaf_count=289 527 175 789 963 378
internal_value=0 -3.45094e-05 4.12501e-05 0.00016729 3.15604e-05
internal_weight=0 0.00705964 0.00532809 0.00356955 0.00244445
internal_count=3121 2594 2419 1630 1341
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=6
num_cat=0
split_feature=1 42 48 1 13
split_gain=1.20528e-05 3.22192e-05 3.47077e-05 3.22964e-05 1.21325e-05
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 0.10727500000000002 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.014393099031320437 0.015743652993868207 0.017057373998801594 -0.014427413729566655 -0.0047863886707566142 0.0010976548084624907
leaf_weight=0.0010138977038374015 0.0013899520040781684 0.0011767660508725771 0.0014259737547715097 0.0017076649405978817 0.0010085105153285971
leaf_count=968 485 540 228 256 644
internal_value=0 0.00231719 -0.00151732 0.00442578 -0.00666835
internal_weight=0 0.00570036 0.00452359 0.00309762 0.00202241
internal_count=3121 1509 969 741 1612
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.8592e-05 3.71055e-05 4.92543e-05 2.93811e-05 3.34919e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00039794126188186311 0.00019063340865848412 -0.00027116153218700081 -0.00015682552307642381 -0.00027867165177330577 0.00032993447580388136
leaf_weight=0.001169268189278518 0.0015861037082084044 0.0019790286786504959 0.0011162443630161221 0.0014701880228712863 0.0010591083888159534
leaf_count=253 279 1443 617 246 283
internal_value=0 -4.51373e-05 4.77654e-05 -6.45498e-05 8.01621e-05
internal_weight=0 0.00679384 0.00481481 0.00364554 0.00217535
internal_count=3121 2842 1399 1146 900
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=6
num_cat=0
split_feature=1 12 4 2 52
split_gain=1.1514e-05 2.38416e-05 2.27669e-05 2.44954e-05 1.72735e-05
threshold=0.12500000000000003 0.098810000000000023 -0.0016099999999999997 0.090675000000000019 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0015155555039905388 0.0079218591294953188 -0.015949729120605792 -0.017833675847507485 0.0019100660789705061 0.014913274553204993
leaf_weight=0.0011673662134749558 0.0014729717085506314 0.0010129579722790759 0.0010222103316257479 0.0016310240178294846 0.0014165906947500859
leaf_count=735 279 414 280 406 1007
internal_value=0 -0.0019062 0.000810051 -0.0056966 0.00749115
internal_weight=0 0.00625015 0.00523719 0.00265323 0.00258396
internal_count=3121 2842 2428 686 1742
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=6
num_cat=0
split_feature=2 47 2 150 16
split_gain=1.21165e-05 2.10803e-05 1.88114e-05 3.50429e-05 6.67803e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.086590000000000014 0.084335000000000007 -0.008904999999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.010240144131301913 -0.01591907855771112 0.0095034072218204979 -0.022290899744019141 0.014717947407999893 0.0067362012652657849
leaf_weight=0.0010000312452008121 0.0011199464680896757 0.0013709323944310486 0.0014577347981528032 0.0010280050431337702 0.0017369809264543886
leaf_count=199 939 243 844 276 620
internal_value=0 -0.00155854 -0.00439705 -0.00134118 -0.00650874
internal_weight=0 0.0067136 0.00534267 0.00422272 0.00319472
internal_count=3121 2922 2679 1740 1464
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=6
num_cat=0
split_feature=159 3 12 15 4
split_gain=1.19104e-05 2.7472e-05 4.23861e-05 3.6687e-05 2.05749e-05
threshold=0.076905000000000015 0.11296500000000002 0.092355000000000007 -0.095244999999999982 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.023983443580241501 0.0096698239802328282 -0.012907362398082798 -0.011075227750832389 0.011862167065337326 -0.0071965153422423739
leaf_weight=0.0010524856687656771 0.0010877305249112224 0.0016264821762665312 0.0016456807483307056 0.0010340477014504877 0.0012525898937055203
leaf_count=289 527 175 789 544 797
internal_value=0 -0.00162236 0.0020598 0.00853338 0.00142207
internal_weight=0 0.00661129 0.0049848 0.00333912 0.00228664
internal_count=3121 2594 2419 1630 1341
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=7
num_cat=0
split_feature=1 0 3 2 1 0
split_gain=1.21047e-05 1.92077e-05 2.89138e-05 3.25693e-05 4.42612e-05 1.44119e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.12018999999999998 0.10559 0.07863500000000001 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.010031323681529099 0.01486164266729223 0.0061382798746965027 0.011082665677625496 -0.025339550093667191 -0.018286808984430879 -0.0017430524381654225
leaf_weight=0.00101033976691589 0.0010340118328933589 0.0015087632599262691 0.0010335794702804554 0.0010229843173937959 0.0010190576285891199 0.0010570743056286898
leaf_count=108 189 295 1311 356 636 226
internal_value=0 -0.00244984 -0.00520053 -0.0107629 -0.00349818 0.00646773
internal_weight=0 0.00559472 0.00458438 0.00307562 0.00205264 0.00209109
internal_count=3121 2706 2598 2303 1947 415
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=7
num_cat=0
split_feature=1 42 48 1 16 13
split_gain=1.23303e-05 2.64774e-05 3.28616e-05 2.62896e-05 2.11574e-05 6.89243e-06
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 0.097290000000000015 -0.15241499999999997 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.012608070183931376 0.017935333403111254 0.015804845829588094 -0.013688469578367607 0.0083858513704380671 -0.011835805725321509 -0.00088916900093008444
leaf_weight=0.0010050981021027395 0.0010082711945029184 0.0011643975652097559 0.0014215998708382686 0.0010315983536613672 0.001038035120789829 0.0010024205070260025
leaf_count=968 337 540 228 153 251 644
internal_value=0 0.00236447 -0.00111368 0.00469427 -0.00175642 -0.00675643
internal_weight=0 0.0056639 0.0044995 0.0030779 0.00206963 0.00200752
internal_count=3121 1509 969 741 404 1612
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=7
num_cat=0
split_feature=47 4 15 151 1 13
split_gain=1.74135e-05 3.64225e-05 6.2436e-05 4.31582e-05 6.17653e-05 3.45233e-05
threshold=0.11596500000000001 0.24564500000000003 -0.43375999999999998 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00028324008158445635 -0.00024685328381035288 -0.00013859041400461711 0.00050935138873392874 -0.00020501895124093941 -0.0004280352890797178 0.00027768404599394552
leaf_weight=0.0010877505863988359 0.0010077038820871442 0.0010022291448109795 0.0013312490442351221 0.0010490758595455543 0.0018003034700557665 0.0012465297040945387
leaf_count=443 139 169 227 791 744 608
internal_value=0 2.7635e-05 0.00023106 -6.3939e-05 -0.000156139 5.70921e-05
internal_weight=0 0.00751714 0.00233348 0.00518366 0.00409591 0.00229561
internal_count=3121 2982 396 2586 2143 1399
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=6
num_cat=0
split_feature=1 3 3 12 0
split_gain=1.11294e-05 4.47514e-05 7.32652e-05 3.86127e-05 1.88264e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 0.09141500000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0018015040178914019 -0.015198632427822684 0.026381978806137858 -0.0036540958540937848 0.011170309854085831 -0.020172271387645751
leaf_weight=0.001021648176969178 0.0010043311882294431 0.001393339411374617 0.0019467768784665078 0.0010799429651524722 0.0012287877913798994
leaf_count=213 165 488 290 704 1261
internal_value=0 0.00331017 0.00887554 -0.00437327 -0.0118323
internal_weight=0 0.00434445 0.00334012 0.00333038 0.00225044
internal_count=3121 943 778 2178 1474
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=7
num_cat=0
split_feature=42 49 1 4 1 12
split_gain=1.15427e-05 2.4606e-05 2.59484e-05 2.69309e-05 2.28184e-05 1.33408e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.107145 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0027579157615764153 -0.0097869447657962013 0.015885847299253242 0.017237881522259767 -0.011219565537388407 -0.018301408020355816 -0.00039886373069242422
leaf_weight=0.0010512922733949851 0.0010450316111732128 0.0010089813890359674 0.0013525464212009296 0.0011882799025750824 0.0010076841437250648 0.0010032884906107224
leaf_count=434 630 267 239 401 142 1008
internal_value=0 0.00152278 0.00562505 0.000717491 -0.00754873 0.00776653
internal_weight=0 0.00661207 0.0045531 0.00320055 0.00205898 0.00201227
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=6
num_cat=0
split_feature=52 12 1 4 52
split_gain=1.11802e-05 2.28965e-05 2.83668e-05 3.17921e-05 2.86659e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.0052350000000000009 -0.034054999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016978423419941921 -0.009655333347153669 0.012104802920478936 -0.01402949661185296 0.014713528576177191 0.0055767841661054302
leaf_weight=0.0010148908991372062 0.0010401045007795385 0.001556001765560742 0.0013737702540912331 0.0013936352279608133 0.0012668105236836396
leaf_count=557 501 409 311 339 1004
internal_value=0 0.00149893 -0.00176953 0.00281301 -0.00445567
internal_weight=0 0.00660511 0.00504911 0.00367534 0.0022817
internal_count=3121 2620 2211 1900 1561
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=6
num_cat=0
split_feature=2 15 16 0 52
split_gain=1.56739e-05 2.7643e-05 4.51421e-05 6.75089e-05 8.5951e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.00022470524706793218 0.00025245926230460123 -0.00042911769886693597 0.00029659789075882071 -0.00052438727485952931 0.00013409952372753486
leaf_weight=0.0010510910244552725 0.0011123279933784799 0.0011737384084383211 0.001832977855864872 0.0014545347303933755 0.0016009078152083704
leaf_count=199 278 222 264 1354 804
internal_value=0 -3.16755e-05 -8.38106e-05 -9.00324e-07 -0.000179371
internal_weight=0 0.00717449 0.00606216 0.00488842 0.00305544
internal_count=3121 2922 2644 2422 2158
is_linear=0
shrinkage=0.00196078


Tree=8159
num_leaves=7
num_cat=0
split_feature=49 15 15 4 0 52
split_gain=1.65285e-05 2.62679e-05 5.44472e-05 4.99361e-05 4.50997e-05 1.88915e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.24436499999999997 -0.059649999999999988 -0.10836499999999999 0.084505000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -4 -3
right_child=1 3 4 -5 -6 -7
leaf_value=0.00015996209764005743 0.00016207815301268999 -0.00027635501858992939 -0.00066247639665335735 0.00043760121427153641 -7.6899493806456836e-05 9.3613513839647291e-05
leaf_weight=0.001858173845056545 0.0011644375797498488 0.0010715431929969061 0.001012921612846561 0.001003876723041826 0.0010097542642817697 0.0010511965527771885
leaf_count=425 253 632 164 379 696 572
internal_value=0 -5.04264e-05 -0.000175694 7.72648e-05 -0.000370146 -9.31438e-05
internal_weight=0 0.00631373 0.00318711 0.00312662 0.00202268 0.00212274
internal_count=3121 2696 1113 1583 860 1204
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=6
num_cat=0
split_feature=159 16 16 151 2
split_gain=1.24131e-05 2.10217e-05 5.92555e-05 3.30484e-05 3.82356e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.013058188322662699 0.009872302627077674 0.01019963118243623 -0.021103966339471286 -0.0043761450047832464 0.019011721859718847
leaf_weight=0.0010300215495828878 0.0010885711617823835 0.0012178419965058109 0.001514562175696928 0.0013329688232357813 0.0014697660517081757
leaf_count=179 527 378 761 830 446
internal_value=0 -0.0016576 -0.00435807 0.00225929 0.00788855
internal_weight=0 0.00656516 0.00534732 0.00383276 0.00280273
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=2.97614e-05 5.89844e-05 4.20453e-05 2.68682e-05 4.46102e-05
threshold=0.36766000000000004 -0.016164999999999995 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00035902285367563037 0.00021798593349246591 -0.00048670013366471792 0.00015042018622674714 -0.00037629187003595317 0.00012321664786308053
leaf_weight=0.0010720301024128307 0.0018844334559144317 0.0010995393317070777 0.0015428802192983754 0.001672781059911624 0.0011669223725309429
leaf_count=461 328 157 561 1443 171
internal_value=0 -6.16177e-05 -0.000143874 -5.7863e-05 -0.000171028
internal_weight=0 0.00655415 0.00548212 0.00438258 0.0028397
internal_count=3121 2793 2332 2175 1614
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=6
num_cat=0
split_feature=42 52 4 2 4
split_gain=1.90452e-05 2.62356e-05 5.18848e-05 4.05849e-05 3.57831e-05
threshold=0.092620000000000022 -0.088204999999999992 -0.0016099999999999997 0.093175000000000022 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.0002197040817257025 -0.00024008285481632181 0.00059520750775278897 -0.00030013261990748374 8.2160646899424015e-05 0.00010592891589665442
leaf_weight=0.0012811731140375893 0.0011265865800733632 0.0010715954096457913 0.0014388435235060965 0.001326765662431917 0.0019860161330127928
leaf_count=575 630 1004 385 235 292
internal_value=0 3.43285e-05 9.02185e-05 0.000311392 -6.46646e-05
internal_weight=0 0.00710439 0.00582322 0.00239836 0.00342486
internal_count=3121 2491 1916 1239 677
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=1.17243e-05 2.14129e-05 2.45398e-05 4.67188e-05 4.08522e-05
threshold=-0.043469999999999995 0.088915000000000008 -0.037864999999999989 0.051320000000000005 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0071974890678863498 0.0050493594533254802 -0.015360752465446097 0.021172561764161865 -0.0060963473165445078 -0.021233357149738175
leaf_weight=0.0017404721501422882 0.0013287337234387875 0.0010148997261005474 0.0012529080870391565 0.0012602496085942305 0.0010657191197945707
leaf_count=425 304 802 179 953 458
internal_value=0 -0.00213842 0.000595975 0.00749828 -0.00664851
internal_weight=0 0.00592251 0.00490761 0.00251316 0.00239445
internal_count=3121 2696 1894 1132 762
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=7
num_cat=0
split_feature=457 2 43 43 15 13
split_gain=3.16946e-05 4.56364e-05 5.49352e-05 5.40811e-05 7.78444e-05 4.64884e-05
threshold=0.045365000000000009 0.113445 -0.074359999999999996 0.05259500000000001 -0.10091499999999999 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00039804402300558725 0.00027926524659855365 0.00020058798465321276 -0.00011670877894958566 4.3621182116550784e-05 -0.00084223782837967781 -0.0001719930398688187
leaf_weight=0.0010376719618031282 0.0012673260449767108 0.0019793046655757155 0.0011471140030711922 0.0011621485275938371 0.0011273035891501664 0.0011704947720089294
leaf_count=704 289 472 142 345 927 242
internal_value=0 -5.55998e-05 -0.000145431 -0.000300486 -0.000476314 9.58814e-05
internal_weight=0 0.00762404 0.00564473 0.00343657 0.00227442 0.00220817
internal_count=3121 2832 2360 1414 1069 946
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=6
num_cat=0
split_feature=42 160 16 4 151
split_gain=1.27671e-05 2.26755e-05 2.78757e-05 5.23471e-05 2.26969e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 -0.0033899999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010191143004670042 -0.0093267343433898614 0.026871364207584653 -0.010156102517585641 -0.010553784007507963 0.0077720563939993733
leaf_weight=0.001063812971952946 0.0014724521375997198 0.0011177308668159688 0.0010081847860770607 0.0010251998308080587 0.0019831993471818533
leaf_count=862 828 654 311 151 315
internal_value=0 0.00161295 0.0047503 0.00839255 0.00152699
internal_weight=0 0.00660677 0.00513431 0.00412613 0.0030084
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=6
num_cat=0
split_feature=1 3 3 3 12
split_gain=1.19323e-05 3.46702e-05 5.56678e-05 2.56935e-05 8.49264e-05
threshold=0.094385000000000011 -0.10831999999999999 0.090900000000000009 0.11296500000000002 0.090995000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.010450016331134626 0.026927544967455759 -0.025360259147006223 0.0061337532715534885 -0.0076171563748908891 -0.0072937669663832791
leaf_weight=0.0010570100085595707 0.0013702778337207192 0.001272134001654459 0.0010043284687664658 0.0014132764849672866 0.0015404086251476772
leaf_count=216 388 1873 89 228 327
internal_value=0 -0.00451648 -0.0114657 0.00344538 0.00881676
internal_weight=0 0.00333347 0.00227646 0.00432396 0.00291069
internal_count=3121 2178 1962 943 715
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=6
num_cat=0
split_feature=42 160 52 15 49
split_gain=1.60782e-05 2.30068e-05 2.6374e-05 4.90948e-05 7.99771e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.15026499999999995 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00021745673383660185 -0.00017324433795929181 0.00037512073548768069 0.00030865014474603313 0.0002294373181871133 -0.000420501486501034
leaf_weight=0.0011463901025939817 0.0016141307784952319 0.001034230767121092 0.0015619589371551005 0.0013470298663095879 0.0015837478057081616
leaf_count=862 828 164 340 243 684
internal_value=0 3.26997e-05 9.28449e-05 7.83151e-06 -0.00012178
internal_weight=0 0.0071411 0.00552697 0.00396501 0.00293078
internal_count=3121 2259 1431 1091 927
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=6
num_cat=0
split_feature=159 16 16 151 4
split_gain=1.17892e-05 2.04069e-05 4.90401e-05 2.53627e-05 3.47887e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0083949999999999979 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01171197089170628 0.0096038480204232359 0.010046851913950942 -0.019586601836997727 -0.0034910168733363793 0.018885136479044481
leaf_weight=0.001028843506016959 0.001091311937392773 0.0012200218789820538 0.0015047045384791579 0.0015339050969640556 0.001270150778955681
leaf_count=179 527 378 761 1096 180
internal_value=0 -0.00162138 -0.00428839 0.00171732 0.00664469
internal_weight=0 0.00655763 0.0053376 0.0038329 0.00280406
internal_count=3121 2594 2216 1455 1276
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=6
num_cat=0
split_feature=457 15 1 15 2
split_gain=1.25676e-05 2.52094e-05 3.67458e-05 6.81087e-05 3.94622e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 0.092235000000000025
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012466465467331969 0.010028233052126103 -0.015899557926151064 -0.014901133889406781 0.026591940787746154 0.008524911351031627
leaf_weight=0.001475829223063543 0.0010706182381081493 0.0010448683194294326 0.0013260392888188692 0.0011471110811302667 0.001571039627931591
leaf_count=761 289 1167 299 305 300
internal_value=0 -0.00165638 0.00103967 0.00596841 -0.00219756
internal_weight=0 0.00656489 0.00552002 0.00404419 0.00289708
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.12603e-05 2.15517e-05 3.0015e-05 3.78325e-05 6.31793e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0096095197549983576 0.011125398360991296 -0.013931623065734332 0.018960035156188111 -0.018176389682007566 0.015052465217534051
leaf_weight=0.0010540718383982043 0.0017241724215419623 0.0014507052125985261 0.0010561809120883557 0.0013272791017043457 0.0010057975853895494
leaf_count=862 1041 668 160 204 186
internal_value=0 0.00152514 -0.00189482 0.0032573 -0.00385131
internal_weight=0 0.00656414 0.00483996 0.00338926 0.00233308
internal_count=3121 2259 1218 550 390
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=6
num_cat=0
split_feature=15 151 16 52 3
split_gain=1.20607e-05 2.64355e-05 3.96446e-05 3.40752e-05 1.20752e-05
threshold=-0.24436499999999997 -0.077429999999999985 -0.094359999999999986 -0.087769999999999987 -0.010424999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0097413579737414616 0.012919059843086429 -0.015735308325841128 -0.01251165455818614 0.0004135700955487546 0.01481802570070339
leaf_weight=0.0010862604245661682 0.001046794028805682 0.0019785632480044534 0.0011074249155900435 0.0010095830251795482 0.0013740179886109483
leaf_count=253 454 482 498 1282 152
internal_value=0 -0.00164012 -0.00442652 0.00198281 0.00871697
internal_weight=0 0.00651638 0.00546959 0.00349103 0.0023836
internal_count=3121 2868 2414 1932 1434
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=1.01546e-05 3.30454e-05 3.06475e-05 4.41282e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0067537081539962521 0.0082779107931272786 -0.01695738211748583 0.012077274936793331 -0.0162641326488728
leaf_weight=0.0017916550451890613 0.0012366794166828246 0.0011512124377357404 0.0018548593850823795 0.0015564298053540194
leaf_count=803 553 458 1050 257
internal_value=0 -0.00162627 0.00176592 -0.00394663
internal_weight=0 0.00635416 0.00520294 0.00334808
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=6
num_cat=0
split_feature=1 13 48 0 16
split_gain=1.25194e-05 2.08722e-05 5.25204e-05 3.58376e-05 1.26007e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015449470257280738 -0.0022938546504081177 -0.021524831950771539 0.017994784224032143 0.0014117922614157721 0.012438073523087165
leaf_weight=0.0010365168699704138 0.0010278053068279122 0.0010566547888912457 0.0012070865897459869 0.0019171889507743889 0.001334377844523955
leaf_count=127 192 247 419 1862 274
internal_value=0 -0.00274656 0.00040269 -0.00673796 0.00602809
internal_weight=0 0.00521745 0.00418093 0.00297384 0.00236218
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=6
num_cat=0
split_feature=4 15 16 2 4
split_gain=1.21503e-05 4.44945e-05 2.78031e-05 3.37013e-05 3.2538e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015885782026154878 0.018246056725622389 -0.0093548722241573561 -0.017947806035939689 0.017023228723449409 0.0038593397731006632
leaf_weight=0.001224886784733442 0.0013093518769459376 0.0010543947539060909 0.0010742869625438671 0.0010195668287773566 0.0018843809639736296
leaf_count=393 266 160 222 384 1696
internal_value=0 0.00593413 -0.00271195 0.00134424 -0.0040588
internal_weight=0 0.00236375 0.00520312 0.00397823 0.00295867
internal_count=3121 426 2695 2302 1918
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=6
num_cat=0
split_feature=51 160 12 49 0
split_gain=1.23838e-05 2.55152e-05 2.92192e-05 4.07564e-05 2.89824e-05
threshold=0.08955500000000001 -0.063384999999999983 -1.0000000180025095e-35 -0.039339999999999993 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.015320992228595946 -0.0096112645425134834 -0.016485020834519228 0.019457117552708698 0.0051476683264486322 -0.014011210740531466
leaf_weight=0.0011320831694304314 0.0011404918195193946 0.0010136212100596538 0.0010548364215932455 0.0018124661699702974 0.0013990544396067918
leaf_count=651 409 299 159 1357 246
internal_value=0 0.00169784 -0.0012231 0.00240289 -0.00319863
internal_weight=0 0.00641206 0.00527998 0.00426636 0.00321152
internal_count=3121 2712 2061 1762 1603
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=6
num_cat=0
split_feature=0 16 52 1 48
split_gain=1.30282e-05 2.9113e-05 6.15076e-05 2.59629e-05 2.58343e-05
threshold=-0.14920999999999998 -0.056919999999999991 -0.057699999999999994 0.11039500000000001 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0042594729912606042 0.0015303073068460536 0.0119767695443538 -0.016576820101837499 0.022802816133734995 -0.017565765079164714
leaf_weight=0.001095194115769426 0.0012782842173305207 0.0013665394442129316 0.001684168751926804 0.0010409639425688728 0.0010744025029730819
leaf_count=194 1188 762 639 246 92
internal_value=0 0.00263347 -0.00378648 0.0110782 -0.00654857
internal_weight=0 0.00536996 0.00305071 0.00231925 0.0021696
internal_count=3121 2835 1401 1434 286
is_linear=0
shrinkage=0.1


Tree=8177
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.74929e-05 3.8602e-05 3.56174e-05 5.66326e-05 6.93e-05
threshold=-0.23438999999999996 0.11296500000000002 0.092355000000000007 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00022947741164155134 -0.00040208943744811886 -0.00037405756066549993 -0.00020274667933455905 0.00042043995307058062 0.00025164854283265333
leaf_weight=0.0010780423050077261 0.0011771999363546564 0.0011110857631811411 0.0018293353344151775 0.0015566527920115444 0.0013252684990015034
leaf_count=169 928 100 899 404 621
internal_value=0 -3.88397e-05 2.44121e-05 0.000126786 -5.58799e-05
internal_weight=0 0.00699954 0.00588846 0.00405912 0.00250247
internal_count=3121 2952 2852 1953 1549
is_linear=0
shrinkage=0.00196078


Tree=8178
num_leaves=7
num_cat=0
split_feature=13 3 2 0 15 43
split_gain=1.35154e-05 3.70198e-05 3.26059e-05 2.65532e-05 2.17823e-05 3.08703e-06
threshold=-0.23438999999999996 0.11296500000000002 0.10222000000000002 -0.071924999999999989 -0.095244999999999982 -0.065269999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.010785353104013122 -0.00026067514393612298 -0.01906377943705953 0.015186686444779031 0.0092344144453929619 -0.020665536267832543 0.001507833891021066
leaf_weight=0.0010049771296399895 0.0010213784659815199 0.0010307001339896205 0.0013351000471356718 0.0010050067580353996 0.0010725214001110312 0.0010650957112057736
leaf_count=169 294 100 631 189 1553 185
internal_value=0 -0.00167189 0.00158788 -0.00277229 -0.0107123 0.00525898
internal_weight=0 0.0065298 0.0054991 0.004164 0.0020939 0.0020701
internal_count=3121 2952 2852 2221 1847 374
is_linear=0
shrinkage=0.1


Tree=8179
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.27303e-05 2.13148e-05 3.12618e-05 4.11806e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00127301645416343 0.0092389792677271456 -0.010753838874639553 -0.0086743633829187254 0.024001604732237627
leaf_weight=0.0016429551293202435 0.0012423780307363498 0.0018795713886959721 0.0016961661075242966 0.0010609251767396974
leaf_count=1442 192 228 901 358
internal_value=0 -0.00183982 0.00196799 0.00864402
internal_weight=0 0.00627962 0.00440005 0.00270388
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=6
num_cat=0
split_feature=11 13 16 16 2
split_gain=2.01907e-05 4.34507e-05 5.49168e-05 5.495e-05 5.05709e-05
threshold=0.078340000000000007 -0.084034999999999985 -0.074319999999999983 0.064860000000000015 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0002750891268265934 -0.00026715811763174466 -0.00061142575220789425 0.00039627485118615043 -0.00014535904308503737 -4.4004182686989601e-05
leaf_weight=0.0019848786496920057 0.0010203495051047994 0.0010258819493825209 0.0014117482283894337 0.0014699797032202019 0.0014680073339198468
leaf_count=861 208 531 744 424 353
internal_value=0 2.71632e-05 -6.43803e-05 0.000119985 -0.000277418
internal_weight=0 0.0073605 0.00537562 0.00288173 0.00249389
internal_count=3121 2913 2052 1168 884
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=6
num_cat=0
split_feature=42 49 1 4 1
split_gain=1.18767e-05 2.9315e-05 2.16368e-05 3.03339e-05 1.7532e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.10684
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00075668133590053161 -0.01004673700312112 0.009041080805518055 0.016826698262992459 -0.01131241634844604 -0.017819932599168337
leaf_weight=0.0010305071197787312 0.0010203819465663191 0.0019977171994195932 0.0013206967080879681 0.0011559196144797926 0.001002056178846379
leaf_count=431 630 1275 239 401 145
internal_value=0 0.00155703 0.00608096 0.0015808 -0.00840161
internal_weight=0 0.0065069 0.00447433 0.00315364 0.00203256
internal_count=3121 2491 1915 1676 576
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=6
num_cat=0
split_feature=52 12 2 48 4
split_gain=1.22063e-05 2.20412e-05 2.75629e-05 4.03734e-05 2.12855e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.083985000000000018 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0064583833697757888 -0.010205298724731356 0.011110168013920547 -0.015017738378087443 0.019216809640899436 -0.012222272262870598
leaf_weight=0.0010535161357091989 0.0010164064261774979 0.0017668307879071124 0.0012075732149060053 0.0010237067600032158 0.0014487313486679454
leaf_count=596 501 558 281 324 861
internal_value=0 0.00157905 -0.00197853 0.00248716 -0.00435719
internal_weight=0 0.00650036 0.00473353 0.00352595 0.00250225
internal_count=3121 2620 2062 1781 1457
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=7
num_cat=0
split_feature=2 16 43 0 160 1
split_gain=1.43421e-05 2.77205e-05 2.47741e-05 4.91179e-05 5.76426e-05 7.43549e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.05259500000000001 -0.053834999999999994 -1.0000000180025095e-35 0.10089500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00021385575474727229 0.0002635351904610751 -0.00041060833417765817 0.00016801318362206705 -0.00045566214240130376 -0.0002312356691288838 0.0004682962293424974
leaf_weight=0.001027147218698855 0.0010254015055193274 0.0010141959573101446 0.0011874070038987248 0.0014103376834711761 0.001076032064041784 0.0012780669163382768
leaf_count=199 189 738 389 355 1071 180
internal_value=0 -3.42774e-05 -8.54634e-05 -0.000148448 -1.98143e-05 0.000148548
internal_weight=0 0.00699144 0.00596604 0.00477863 0.00336829 0.0023541
internal_count=3121 2922 2733 2344 1989 1251
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=6
num_cat=0
split_feature=4 15 16 52 43
split_gain=1.1355e-05 3.76532e-05 2.50723e-05 3.47227e-05 4.08609e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.015180698906851205 0.017135601190616578 -0.0083829178198683123 -0.01273774772103972 -0.0081178999779445149 0.017091808218041068
leaf_weight=0.0012171382465653692 0.0012976233733283642 0.0010429536871186893 0.0012273713719434184 0.0010368813744911841 0.0016922786556168965
leaf_count=393 266 160 631 1193 478
internal_value=0 0.00576463 -0.0026295 0.0012316 0.00751396
internal_weight=0 0.00234058 0.00517367 0.00395653 0.00272916
internal_count=3121 426 2695 2302 1671
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.05826e-05 2.3019e-05 4.60127e-05 4.22481e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0075516411860869666 -0.0095003216759425874 -0.0063721385102551075 -0.014722680411397758 0.018700353096836441
leaf_weight=0.0018395557326146761 0.0010163830877110537 0.0011433763457887915 0.0018703138763604583 0.0016303994436803453
leaf_count=882 501 751 333 654
internal_value=0 0.00147431 -0.00367786 0.00836524
internal_weight=0 0.00648365 0.00370987 0.00277378
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=6
num_cat=0
split_feature=4 15 0 0 52
split_gain=1.14059e-05 3.19614e-05 2.51827e-05 3.25677e-05 3.23074e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.15350499999999997 -0.099059999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.016631339020601266 0.016283467792024924 -0.0072568421408549652 0.016394656677050926 -0.01289113509784145 0.0077683795641712381
leaf_weight=0.0010292292635922864 0.0012935831703358176 0.0010408504862390849 0.0010162276385042852 0.0018048692837844033 0.0013036934541721529
leaf_count=143 266 160 284 1714 554
internal_value=0 0.00578758 -0.00263794 0.000853734 -0.00422679
internal_weight=0 0.00233443 0.00515402 0.00412479 0.00310856
internal_count=3121 426 2695 2552 2268
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=6
num_cat=0
split_feature=160 16 0 2 2
split_gain=1.02398e-05 2.89839e-05 4.59354e-05 3.58448e-05 3.48061e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.098035000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -4
right_child=1 3 4 -5 -6
leaf_value=-0.007003814079690595 -0.006923518112790507 -0.018991323543066367 0.0048882171481365354 0.0064297557323121689 0.029911479206361027
leaf_weight=0.0016355297907477617 0.0013732351566567869 0.0011785353438059406 0.0012184503066159013 0.0010478370006120985 0.0010221898275668473
leaf_count=970 137 478 332 344 860
internal_value=0 0.00194838 0.00747775 -0.00702695 0.0163039
internal_weight=0 0.00584025 0.00361388 0.00222637 0.00224064
internal_count=3121 2151 1329 822 1192
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=5
num_cat=0
split_feature=52 4 15 1
split_gain=1.24333e-05 3.76887e-05 4.01817e-05 4.04643e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00037968732420190103 0.0001723946688835033 0.00011863385671476132 0.00026280433931666347 -0.00028343097940650814
leaf_weight=0.0010360302838217025 0.0013213749162758184 0.0018755313859285284 0.0018673588714488692 0.0019765747474093541
leaf_count=207 553 863 1172 326
internal_value=0 -3.55767e-05 2.67558e-05 -8.76718e-05
internal_weight=0 0.0067555 0.00571947 0.00385211
internal_count=3121 2568 2361 1189
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=6
num_cat=0
split_feature=1 52 2 52 15
split_gain=1.03803e-05 3.99766e-05 3.37411e-05 4.42428e-05 2.25869e-05
threshold=0.10439500000000002 -0.046924999999999988 0.10097500000000002 -0.066844999999999988 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.013742860855460249 0.020849520540264576 -0.012006416393952675 -0.018369181557252135 0.011971200715193916 0.0069178164255841142
leaf_weight=0.0010772234665058125 0.0010006201987169212 0.0012922404994368565 0.0011039598006519734 0.0017661724646913194 0.0012319854438368914
leaf_count=461 292 217 448 1527 176
internal_value=0 0.0039349 -0.00353142 0.0022294 -0.00277017
internal_weight=0 0.00352485 0.00394736 0.0028434 0.00252423
internal_count=3121 685 2436 1988 393
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=1.01404e-05 2.46708e-05 2.98865e-05 4.91888e-05 4.46858e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01502758453491191 -0.0087637809168249464 0.012402265621030473 -0.024518235948422451 0.012829285997557949 -0.011643670974745571
leaf_weight=0.0011176467308075958 0.001123540754931142 0.0012136546426166758 0.0010160342972861617 0.0015375011964324573 0.0014494880261607867
leaf_count=651 409 249 179 1023 610
internal_value=0 0.00154459 -0.00134408 -0.00551176 0.000953362
internal_weight=0 0.00633432 0.00521668 0.00400302 0.00298699
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=6
num_cat=0
split_feature=2 13 3 2 0
split_gain=1.75377e-05 3.28004e-05 3.00011e-05 2.3538e-05 2.44503e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10893000000000001 -1.0000000180025095e-35 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.00018576218314028396 0.00036265835276294746 0.00017200795784630586 -0.00028381591817431103 2.3983093848879111e-05 -0.00030320713189605907
leaf_weight=0.0010266617929630536 0.0012562709345569829 0.0012338903042314231 0.00100918170854436 0.0016368333729646261 0.001894331455278766
leaf_count=199 200 622 97 250 1753
internal_value=0 0.000108996 -3.3072e-05 -7.55631e-05 -0.000151542
internal_weight=0 0.00349934 0.00224307 0.00455783 0.00353116
internal_count=3121 919 719 2202 2003
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=6
num_cat=0
split_feature=4 15 16 2 13
split_gain=1.06808e-05 3.24044e-05 2.43281e-05 3.12901e-05 3.02657e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01501134964267249 0.016215875241568565 -0.0075530919418741339 -0.017487318851304421 0.016453086505743977 0.0036808660647945691
leaf_weight=0.0012002866585518711 0.0012871206173580934 0.0010346076678376655 0.0010586613859712519 0.0010074270588032782 0.0018658926899585784
leaf_count=393 266 160 1060 384 858
internal_value=0 0.00562396 -0.00255008 0.00125388 -0.00398182
internal_weight=0 0.00232173 0.00513227 0.00393198 0.00292455
internal_count=3121 426 2695 2302 1918
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=1.16381e-05 2.63125e-05 3.82319e-05 4.88637e-05 2.91984e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 0.27834500000000006 0.093175000000000022 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0074686645167886994 0.014536353061625035 0.016380847127204955 0.013986245787372724 -0.021122953328916477 -0.0088419189193043608
leaf_weight=0.0016307914297188373 0.0010868602672297492 0.0010547286999911636 0.001244123546364973 0.0013745372108942711 0.0010507024501704724
leaf_count=970 463 233 229 553 673
internal_value=0 0.0020913 -0.00107752 -0.00641369 0.00304494
internal_weight=0 0.00581095 0.00475622 0.0035121 0.00213756
internal_count=3121 2151 1918 1689 1136
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.96e-05 3.08901e-05 3.47874e-05 2.71636e-05 4.11392e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.0020949999999999996 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0002468295100773115 -0.00033717527626294665 0.00025470244560045388 -0.00022777482931006344 -8.5929247164941193e-05 0.00039145888254752981
leaf_weight=0.0010480662196258343 0.0016697449513021229 0.0011441588289707368 0.0014004813761564002 0.0017361153741545642 0.0011562270337269972
leaf_count=199 514 236 770 282 1120
internal_value=0 -4.04038e-05 -9.70318e-05 -3.62515e-06 0.000104909
internal_weight=0 0.00710673 0.00596257 0.00429282 0.00289234
internal_count=3121 2922 2686 2172 1402
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=6
num_cat=0
split_feature=484 1 12 4 2
split_gain=1.41195e-05 2.603e-05 3.18705e-05 4.90126e-05 4.95362e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 -0.080924999999999983 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00028504656470703044 0.0002139638636389909 0.00020001582557708369 -0.00040729356143059709 -0.00047335712006919741 3.3444483984420168e-05
leaf_weight=0.0013797263019737055 0.0010274006532104071 0.0014683208012873329 0.0010168322485130353 0.0011917355470285828 0.0019626319928724833
leaf_count=677 394 232 387 763 668
internal_value=0 -3.21477e-05 -9.35592e-05 -2.32e-05 -0.000158028
internal_weight=0 0.00701925 0.00555093 0.00453409 0.00315437
internal_count=3121 2727 2495 2108 1431
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=7
num_cat=0
split_feature=52 13 2 150 3 16
split_gain=1.75566e-05 2.84151e-05 2.91605e-05 3.32439e-05 4.41091e-05 4.52387e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.086615000000000011 -1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00032643752208185421 -0.00023438405698521976 -0.00025897039135343422 -0.00028641947224787416 -0.00023788204752961829 0.00046096385472784796 0.00028123264156174283
leaf_weight=0.001070029311534949 0.0010977906019603812 0.0012767561881344524 0.0012529023208696713 0.0011598098454511977 0.0011460219546752079 0.0011178435308528095
leaf_count=148 501 1373 344 219 156 380
internal_value=0 3.22568e-05 -2.06182e-05 5.02313e-05 0.000144609 -6.7936e-06
internal_weight=0 0.00702336 0.00595333 0.00470043 0.00354062 0.0023946
internal_count=3121 2620 2472 2128 1909 1753
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=7
num_cat=0
split_feature=52 13 0 4 15 1
split_gain=2.03121e-05 2.93506e-05 2.92054e-05 2.5749e-05 4.55263e-05 2.53471e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.074229999999999977 0.0067750000000000006 -0.10203999999999998 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00033571085354514919 -0.00024926739576928031 -0.00039562097943131303 0.0002930972821140883 -0.00030846314370549876 0.00024620156183952215 -0.00010029458810384379
leaf_weight=0.0010746945574591016 0.0010981458150312517 0.0010337218255688312 0.0015937551250548021 0.0011034907823238296 0.0011744521687299997 0.0010410226918782799
leaf_count=148 501 1345 548 176 217 186
internal_value=0 3.7502e-05 -1.6393e-05 -0.000138962 -2.24915e-05 0.000137665
internal_weight=0 0.00702114 0.00594644 0.00331166 0.00227794 0.00263478
internal_count=3121 2620 2472 1738 393 734
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=6
num_cat=0
split_feature=52 13 15 2 3
split_gain=1.18663e-05 2.29923e-05 2.03585e-05 3.99193e-05 3.42042e-05
threshold=0.11434500000000002 -0.090639999999999984 -0.11713499999999999 0.084245000000000014 0.013900000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011327429530905108 -0.010065268149139118 -0.014195029580715987 0.014697091739365562 0.0044088106475068858 -0.020491533262934503
leaf_weight=0.0017572728752116799 0.0010145693430919905 0.0010709949700867471 0.0014044638983490829 0.0012222054691450714 0.0010054998091508123
leaf_count=417 501 277 595 1175 156
internal_value=0 0.00156775 -0.00207882 0.00149381 -0.00683024
internal_weight=0 0.00646044 0.00470316 0.00363217 0.00222771
internal_count=3121 2620 2203 1926 1331
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=7
num_cat=0
split_feature=13 3 2 3 1 42
split_gain=1.43457e-05 2.84099e-05 3.80269e-05 3.41611e-05 6.11454e-05 4.25174e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10222000000000002 -0.077774999999999983 0.094385000000000011 0.075730000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00021360668396330724 1.0657952621861545e-05 -0.00032231691388771833 0.00030012352551769171 -0.0001920719735656328 0.00046192319852723278 -0.00052838367791919561
leaf_weight=0.0010645723475375098 0.0012322463421777256 0.0010853681872452364 0.0014387262261318801 0.0012021444266554744 0.0010126159800920285 0.0010351845315567467
leaf_count=169 641 100 631 415 256 909
internal_value=0 -3.06904e-05 2.27679e-05 -6.62597e-05 0.000106943 -0.000235439
internal_weight=0 0.00700629 0.00592092 0.00448219 0.00221476 0.00226743
internal_count=3121 2952 2852 2221 671 1550
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=7
num_cat=0
split_feature=4 0 15 47 15 48
split_gain=2.57754e-05 3.18026e-05 3.84217e-05 6.06245e-05 2.98191e-05 8.53989e-06
threshold=0.24564500000000003 0.056435000000000006 1.0000000180025095e-35 0.086380000000000012 -0.15026499999999995 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -2 -1
right_child=4 -3 -4 -5 -6 -7
leaf_value=2.6174679616101955e-05 0.00035090269571046612 0.00018216159648524636 -0.0004842144215030246 -0.00040704982284932133 -7.5233038178373267e-05 0.00028048514656956906
leaf_weight=0.0010119165129887982 0.0014420741323009452 0.0014127061944759819 0.001043489733894962 0.0011669818930929799 0.0011229573608747415 0.0010187969392092368
leaf_count=720 266 176 1171 311 160 317
internal_value=0 -7.26416e-05 -0.000157515 -5.09041e-05 0.000164343 0.000153761
internal_weight=0 0.00565389 0.00424119 0.0031977 0.00256503 0.00203071
internal_count=3121 2695 2519 1348 426 1037
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=6
num_cat=0
split_feature=42 160 51 4 4
split_gain=1.00048e-05 2.51204e-05 2.28055e-05 2.29275e-05 7.6248e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.083854999999999985 0.181285
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0090771969042924127 -0.010202913433723452 0.01356050289134076 0.017494242147495773 -0.02537161605308268 0.0088612498741073246
leaf_weight=0.0010463836300048041 0.001434195884392744 0.001086044691621102 0.0011044284667235749 0.0010203722838920308 0.0017956214831262194
leaf_count=862 828 171 257 739 264
internal_value=0 0.00146544 0.00480806 0.00121738 -0.00354299
internal_weight=0 0.00644066 0.00500647 0.00390204 0.00281599
internal_count=3121 2259 1431 1174 1003
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=6
num_cat=0
split_feature=4 151 0 2 15
split_gain=3.14238e-05 4.30419e-05 4.87548e-05 3.38462e-05 6.01391e-05
threshold=0.36766000000000004 -0.024429999999999997 -0.14794999999999997 0.10097500000000002 -0.037864999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0003060417544874177 0.00022435337662694737 -0.00048674972904362454 -0.00030314662503959166 -0.00028233100423284441 0.00028286855433525557
leaf_weight=0.0010359914302699863 0.0019090876906260826 0.0011611035278881682 0.0010210663153799671 0.0014417812898753221 0.0019767249134724435
leaf_count=455 328 162 503 500 1173
internal_value=0 -6.11074e-05 -0.000129021 -3.54627e-05 8.32681e-05
internal_weight=0 0.00663667 0.00560068 0.00443957 0.00299779
internal_count=3121 2793 2338 2176 1676
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=1.08578e-05 2.09405e-05 2.49856e-05 3.50342e-05 2.16178e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.18708499999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0071769790535424318 -0.014303402865371823 -0.0051101255640129684 0.01442944498215216 -0.015195674581990377 0.01457730011762905
leaf_weight=0.0016432651943867321 0.0011221270494930786 0.0011048307417521463 0.0010582121321123816 0.0014361444062596534 0.0011263428780041169
leaf_count=771 825 168 233 965 159
internal_value=0 -0.00202317 0.000892904 -0.00301309 0.0048285
internal_weight=0 0.00584766 0.00472553 0.00366732 0.00223117
internal_count=3121 2350 1525 1292 327
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.79724e-05 2.76895e-05 4.44264e-05 4.71537e-05 3.5466e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.116045 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00023515830530345503 0.00023713482548952814 -0.00013496566926109432 2.1250622793108695e-05 -0.00054920445820974475 0.0003020089767322214
leaf_weight=0.0011218538465129985 0.0018612466239693558 0.0012377626189644391 0.0011712621494182223 0.0010624360028819641 0.0016878952519865736
leaf_count=862 1041 149 143 690 236
internal_value=0 3.21149e-05 -4.18464e-05 -0.000250081 0.000117137
internal_weight=0 0.0070206 0.00515936 0.0022337 0.00292566
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=6
num_cat=0
split_feature=12 52 4 1 52
split_gain=9.41134e-06 2.6832e-05 5.3028e-05 3.28656e-05 2.74942e-05
threshold=0.10016000000000001 -0.088204999999999992 -0.0016099999999999997 0.111945 0.084960000000000022
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.012397329141241375 -0.0069429685283309813 0.027809840267834514 -0.013180925850860748 0.0091432863263747177 0.0049651186526142484
leaf_weight=0.0010871500069352868 0.0015519259175351199 0.001102627269699458 0.0016374078657169556 0.0011041599107351483 0.0010088532424496024
leaf_count=567 440 753 473 265 623
internal_value=0 0.00180269 0.00498368 -0.0041899 0.0168948
internal_weight=0 0.0059402 0.00485305 0.00274157 0.00211148
internal_count=3121 2681 2114 738 1376
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=5
num_cat=0
split_feature=52 160 13 4
split_gain=1.03244e-05 1.91401e-05 2.41675e-05 2.97831e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0070041843676911606 -0.013743171398217239 0.010968273955845083 -0.016671319612175099 0.0033574983344787689
leaf_weight=0.0016398057459688043 0.0011176752557617879 0.0015653827402583578 0.0011952198797984012 0.0019598256668732325
leaf_count=771 825 431 790 304
internal_value=0 -0.00197609 0.000810046 -0.00422998
internal_weight=0 0.0058381 0.00472043 0.00315505
internal_count=3121 2350 1525 1094
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=5
num_cat=0
split_feature=52 3 2 52
split_gain=9.8687e-06 2.87824e-05 5.34598e-05 5.1186e-05
threshold=0.10744000000000002 -0.13309499999999996 0.10613000000000002 -0.066844999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.014407965310502655 0.0082664459517874135 -0.0054123171631195073 -0.013703994985340796 0.019474712433182356
leaf_weight=0.0013710839065726949 0.0012086102403060794 0.0014316677493408448 0.001503741988058574 0.0019548806694110374
leaf_count=268 553 550 452 1298
internal_value=0 -0.00160343 0.00198655 0.00895369
internal_weight=0 0.00626137 0.00489029 0.00338655
internal_count=3121 2568 2300 1848
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=6
num_cat=0
split_feature=4 151 0 1 4
split_gain=2.84098e-05 5.0584e-05 3.58332e-05 3.00919e-05 6.03896e-05
threshold=0.36766000000000004 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0003418182368473593 0.00021677794049241154 -0.00045145783107598884 5.8583418761168189e-05 0.00021594770831109204 -0.00049581478577262288
leaf_weight=0.0010229161413875306 0.0018562431788984356 0.0010894643310410219 0.0019882776537065612 0.0011646182625549449 0.0012182500351614707
leaf_count=455 328 162 757 138 1281
internal_value=0 -5.83395e-05 -0.0001333 -5.40018e-05 -0.000152048
internal_weight=0 0.00648353 0.00546061 0.00437115 0.00320653
internal_count=3121 2793 2338 2176 2038
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=6
num_cat=0
split_feature=4 151 15 42 3
split_gain=2.03572e-05 3.53617e-05 4.08795e-05 3.83825e-05 4.5578e-05
threshold=0.27287000000000006 -0.016164999999999995 1.0000000180025095e-35 0.079510000000000011 0.10893000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00028545045362099962 0.00018503238263549988 0.00025998826574178649 -0.00044751896265012925 -0.00035410216798231888 -0.00024428219632121755
leaf_weight=0.0010173259808134594 0.0018624866654553393 0.0020021944893785894 0.0011122259023452433 0.0010125954200603873 0.0010507527508801986
leaf_count=456 352 531 1163 529 90
internal_value=0 -4.87549e-05 -0.000114419 -2.32922e-05 8.64302e-05
internal_weight=0 0.00619509 0.00517777 0.00406554 0.00305295
internal_count=3121 2769 2313 1150 621
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=6
num_cat=0
split_feature=52 15 15 15 2
split_gain=1.19416e-05 4.61844e-05 2.48584e-05 3.87941e-05 2.33014e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.019730837718314909 -0.013504081727542553 -0.0084000452330885243 0.016630656194767311 0.0028618081741417127 -0.016880578815281301
leaf_weight=0.0011899499410794603 0.0015039767321803465 0.001145374492123094 0.0011859705239640494 0.0014300537360002453 0.0010273034022957343
leaf_count=516 367 437 445 1187 169
internal_value=0 0.00593387 -0.00268787 0.00177709 -0.00539154
internal_weight=0 0.00233532 0.0051473 0.00364333 0.00245736
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=5
num_cat=0
split_feature=2 3 0 4
split_gain=1.18686e-05 2.32226e-05 1.95088e-05 3.50376e-05
threshold=0.099185000000000009 0.11924500000000002 -0.060129999999999996 0.0061450000000000003
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.023574622818639326 0.011856248034706621 -0.0052907271175379302 0.003946074590917302 0.0012427518935262257
leaf_weight=0.0010160969888584311 0.001858055927866563 0.0013738291685358121 0.0019283346791079542 0.0012925319016160106
leaf_count=1632 734 185 247 323
internal_value=0 0.00456731 -0.00347854 -0.00968012
internal_weight=0 0.00323189 0.00423696 0.00230863
internal_count=3121 919 2202 1955
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=6
num_cat=0
split_feature=52 15 15 2 3
split_gain=1.091e-05 3.92324e-05 2.11943e-05 3.24005e-05 1.58617e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.0184603015426483 -0.012570746274225351 -0.007528778012850579 0.017938672298656266 -0.010168396629178487 0.00096903938981055058
leaf_weight=0.0011818252472264007 0.0015002406618832547 0.0011422418994999734 0.0010643100483867564 0.0014300502964985583 0.0011416644146195417
leaf_count=516 367 437 1127 316 358
internal_value=0 0.00568708 -0.00257032 0.0015559 0.00915633
internal_weight=0 0.00232407 0.00513627 0.00363602 0.00220597
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=6
num_cat=0
split_feature=2 13 0 0 16
split_gain=1.26247e-05 2.08375e-05 1.72563e-05 3.3166e-05 1.62388e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.060129999999999996 -0.13027499999999997 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0032721034783340965 0.015515515186357187 0.0073311935360744346 0.0033942985649075257 -0.020780036496086753 -0.01037049068496476
leaf_weight=0.0010848499297455108 0.0011494647965445866 0.0010666704465986544 0.0019242290676987775 0.0012158299348657337 0.0010079283571126328
leaf_count=204 200 257 247 1751 462
internal_value=0 0.0047151 -0.00359389 -0.00943862 -0.00126904
internal_weight=0 0.00322406 0.00422491 0.00230068 0.0020746
internal_count=3121 919 2202 1955 719
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=6
num_cat=0
split_feature=42 43 16 16 4
split_gain=1.82066e-05 2.97984e-05 4.5074e-05 2.4307e-05 4.97085e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 -0.074319999999999983 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00023642350539818265 0.00025620950078913442 -0.00037523067782948969 -0.0004137920231597448 0.00024964097248104402 0.00017046910771541178
leaf_weight=0.0011154443196919744 0.0017295035218074864 0.0011259443896568032 0.0010047553373953395 0.0014881342763046288 0.0014924562572553551
leaf_count=862 903 424 255 481 196
internal_value=0 3.37364e-05 -4.15417e-05 4.95377e-05 -6.41885e-05
internal_weight=0 0.00684079 0.00511129 0.00410653 0.0026184
internal_count=3121 2259 1356 1101 620
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.03038e-05 1.75996e-05 3.12221e-05 4.65547e-05 4.98332e-05
threshold=-0.081429999999999989 0.10016000000000001 -0.008904999999999998 -0.0083949999999999979 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0070159245187041341 -0.02202365493182909 -0.012440092602746653 0.013628832225963859 -0.012375894684181763 0.017977208641153871
leaf_weight=0.0016333588519499348 0.0010264703125118513 0.0012587106783956865 0.0013570305132445093 0.001013876080720357 0.0011594509316379211
leaf_count=771 245 325 387 1153 240
internal_value=0 -0.00197304 0.000918222 -0.00447233 0.00381722
internal_weight=0 0.00581554 0.00455683 0.0031998 0.00217333
internal_count=3121 2350 2025 1638 1393
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=6
num_cat=0
split_feature=4 15 16 4 2
split_gain=1.24372e-05 3.58814e-05 2.63427e-05 3.55761e-05 4.58884e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01583138266254509 0.017277268259753786 -0.0077891337593083048 -0.019430683619867849 0.014896079167003796 0.0068866817930634486
leaf_weight=0.0011836000881307318 0.0012793300767646415 0.0010315047000783117 0.0012430100854071903 0.0012778833583834788 0.001418796480965956
leaf_count=393 266 160 1535 285 482
internal_value=0 0.00608819 -0.00274908 0.00118124 -0.005403
internal_weight=0 0.00231083 0.00512329 0.00393969 0.00266181
internal_count=3121 426 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.09227e-05 2.39622e-05 4.14138e-05 3.60279e-05 3.0271e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0095107447046092128 0.011760202271122901 -0.0065021737334873186 -0.02612204433139563 0.00055063019774493 0.015099649787683314
leaf_weight=0.0010389017433986127 0.0016888801163747165 0.0011155182965152382 0.0010222208478564919 0.0010036088963825776 0.0015501628461733099
leaf_count=862 1041 145 553 280 240
internal_value=0 0.00154619 -0.00213071 -0.0129082 0.00605985
internal_weight=0 0.00638039 0.00469151 0.00202583 0.00266568
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=7
num_cat=0
split_feature=11 48 15 16 3 52
split_gain=2.4743e-05 5.17536e-05 5.72409e-05 3.0663e-05 2.84566e-05 1.51222e-05
threshold=0.078340000000000007 0.082620000000000013 -0.016799999999999995 -0.15241499999999997 -0.012304999999999998 -0.046924999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-8.2443697750844187e-05 -0.00029018821933492298 0.00047441710156810173 -7.5726011929069643e-05 -0.00053844024465889682 0.00031300793362232574 0.00013441283551698471
leaf_weight=0.0011966360825051738 0.0010059168244319263 0.001009338782708917 0.0014591581353648924 0.0010774432702818529 0.0014370092966099431 0.0010023940546110459
leaf_count=280 208 282 1304 606 169 272
internal_value=0 3.81632e-05 -6.56632e-05 -0.000298492 0.000117155 0.000305002
internal_weight=0 0.00718198 0.00517025 0.00227408 0.00289617 0.00201173
internal_count=3121 2913 2359 886 1473 554
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=7
num_cat=0
split_feature=52 15 1 1 0 3
split_gain=2.03584e-05 3.48659e-05 6.28339e-05 0.000104497 5.22797e-05 4.65474e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.094385000000000011 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.0002859851674722289 -0.00025218664748774604 -9.686774231940437e-05 -0.00064159725191801601 0.00060999416830531455 -1.7310490807770845e-05 0.00040030485023564554
leaf_weight=0.0010009334719546475 0.0011180072099386549 0.001238823372321906 0.0010189180731795082 0.0010009067955353283 0.0010443233605327831 0.0017421878119527751
leaf_count=684 501 751 112 198 221 654
internal_value=0 3.26261e-05 -8.54885e-05 0.000161999 -0.00032561 0.000193694
internal_weight=0 0.00704609 0.00406508 0.00200184 0.00206324 0.00298101
internal_count=3121 2620 1215 882 333 1405
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=6
num_cat=0
split_feature=1 52 2 0 0
split_gain=1.96372e-05 4.28356e-05 3.11965e-05 3.54383e-05 2.17893e-05
threshold=0.10439500000000002 -0.057699999999999994 0.10097500000000002 -0.071924999999999989 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00017047130004185188 0.00043231080119666423 0.00011092163039304671 -0.00036581701465940699 0.00025747582473529483 -0.00024476416317140528
leaf_weight=0.0017906664635100552 0.0010539820641237018 0.0016414221734453848 0.0011984011820591759 0.0012727499941498663 0.0011099344484922576
leaf_count=1760 276 173 448 228 236
internal_value=0 9.61925e-05 -9.75993e-05 7.32682e-06 -3.25668e-05
internal_weight=0 0.00380534 0.00426182 0.00306342 0.00275136
internal_count=3121 685 2436 1988 409
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=7
num_cat=0
split_feature=147 52 13 2 3 52
split_gain=1.58357e-05 3.82252e-05 3.45518e-05 4.85485e-05 3.71228e-05 3.01252e-05
threshold=1.0000000180025095e-35 0.11434500000000002 -0.17933499999999997 0.11215000000000001 -0.075944999999999985 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00035342920092863261 0.00021752523422093306 -0.00038993199015962702 -0.00015044418058685473 -0.00041680779781779213 4.9438742900399341e-06 0.00047421360444945281
leaf_weight=0.0010148542754069142 0.0010992514153256262 0.0010026502481916373 0.0017871169022978198 0.001055106570639609 0.0010783332935959374 0.0010267303537180891
leaf_count=129 183 496 1501 309 242 261
internal_value=0 -3.57087e-05 2.38609e-05 -4.37446e-05 5.73867e-05 0.000233827
internal_weight=0 0.00696479 0.00596214 0.00494729 0.00389218 0.00210506
internal_count=3121 2938 2442 2313 2004 503
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=7
num_cat=0
split_feature=4 15 12 3 52 2
split_gain=3.4596e-05 5.40911e-05 2.97126e-05 3.70371e-05 3.67522e-05 3.402e-05
threshold=0.24564500000000003 -0.15026499999999995 0.095330000000000012 0.10893000000000001 1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00028907200113055287 0.00044707154673872222 -0.00011900921725023176 -0.00037350390138263852 -0.00034099625353080083 0.0003403329651700024 0.0001874814238648318
leaf_weight=0.0012372262058018327 0.0014589445932944316 0.0011689591840166979 0.0010559966536211928 0.0010136918678213987 0.0013448393545819242 0.0010775194263709085
leaf_count=784 266 160 600 123 803 385
internal_value=0 0.000195264 -7.64536e-05 -9.33061e-06 8.25396e-05 -6.72353e-05
internal_weight=0 0.0026279 0.00572927 0.00467328 0.00365958 0.00231475
internal_count=3121 426 2695 2095 1972 1169
is_linear=0
shrinkage=0.00196078


Tree=8223
num_leaves=6
num_cat=0
split_feature=147 52 2 1 16
split_gain=1.28651e-05 2.17777e-05 2.49656e-05 3.27079e-05 6.25641e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.11682500000000001 0.10752500000000002 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0087313194167352153 0.010503683549493428 -0.027000150243873301 -0.018880717384118069 0.013527715033957863 0.0040918702480101134
leaf_weight=0.0015403391379749517 0.0010073201537700383 0.0010021524184241246 0.00101333168894555 0.0010810708025530994 0.0018271329993583376
leaf_count=712 183 391 279 188 1368
internal_value=0 -0.00164614 -0.00489265 -0.00126778 -0.00692114
internal_weight=0 0.00646403 0.00492369 0.00391036 0.00282929
internal_count=3121 2938 2226 1947 1759
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=6
num_cat=0
split_feature=4 15 151 3 13
split_gain=1.06456e-05 3.24137e-05 2.75674e-05 4.49181e-05 3.36813e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0052199999999999989 0.083060000000000009 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.012306053829111839 0.016234936809822943 -0.0075503989488082818 0.012519820608566054 -0.018858876845200684 -0.01107827620397747
leaf_weight=0.0010051747595694396 0.0012833815490864108 0.0010349950567911167 0.0014101872732657998 0.0016638267911100466 0.0010590674757956187
leaf_count=474 266 160 1633 201 387
internal_value=0 0.00561643 -0.00254668 -0.0061589 0.00239856
internal_weight=0 0.00231838 0.00513826 0.00413308 0.00246925
internal_count=3121 426 2695 2221 2020
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=7
num_cat=0
split_feature=42 49 1 15 1 13
split_gain=1.08208e-05 2.2169e-05 1.93959e-05 2.90558e-05 1.80959e-05 1.22703e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.037864999999999989 0.10684 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0022022123553288105 -0.0096374026337897479 -0.012593668810025511 0.015714728683712313 0.00013118310411987621 -0.016716334273577559 0.015489230127648471
leaf_weight=0.0010209072191914269 0.0010087906458637139 0.0010257345051576591 0.001303601921329659 0.0010192951520387459 0.0010016608883163941 0.0010624658100856466
leaf_count=431 630 578 239 456 145 642
internal_value=0 0.00150189 0.00547675 0.00118189 -0.00716705 0.00796945
internal_weight=0 0.00643367 0.0044111 0.0031075 0.00202257 0.00208176
internal_count=3121 2491 1915 1676 576 1098
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=7
num_cat=0
split_feature=52 0 2 0 0 52
split_gain=2.49395e-05 2.62134e-05 4.46538e-05 5.80635e-05 4.41772e-05 3.81944e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10803500000000001 -0.10151999999999999 -0.23001499999999997 -0.020999999999999994
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00015127886768309863 -0.00027414409346334322 0.00041686441175523665 0.00048814246835357478 0.00016127389965002784 -0.0004202047713609079 -0.00030068365397026357
leaf_weight=0.0010090565616076019 0.0011162793905279524 0.0010627002722309489 0.0010041461193747419 0.0011330884504489711 0.0010731429106462832 0.0017521730383468466
leaf_count=95 501 182 432 614 137 1160
internal_value=0 4.13353e-05 0.000118951 2.50483e-05 -0.000143258 -0.000119266
internal_weight=0 0.00703431 0.00495211 0.00394796 0.0020822 0.00288526
internal_count=3121 2620 2388 1956 232 1774
is_linear=0
shrinkage=0.00196078


Tree=8227
num_leaves=6
num_cat=0
split_feature=147 3 3 12 1
split_gain=1.18203e-05 1.83446e-05 4.40537e-05 5.37247e-05 3.76979e-05
threshold=1.0000000180025095e-35 0.14121000000000003 0.097915000000000016 0.092355000000000007 0.090475000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.001006831463623402 0.010061866198344692 0.010734603165425332 -0.021800812482956698 -0.016610473007450648 0.021809578521641171
leaf_weight=0.0018663742600285892 0.0010077873336330773 0.0010175847643645788 0.0010964491411329935 0.0012732836558541449 0.0011832213439667688
leaf_count=1379 183 158 105 866 430
internal_value=0 -0.00158516 -0.00389843 0.000642301 0.00784577
internal_weight=0 0.00643691 0.00541933 0.00432288 0.0030496
internal_count=3121 2938 2780 2675 1809
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=5
num_cat=0
split_feature=49 15 16 12
split_gain=1.66594e-05 2.39306e-05 5.45104e-05 3.42101e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.071854999999999988 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.00017226034022562418 3.3980205974099081e-05 0.00028761876214134576 -0.00050992619295723923 -0.00013007625924518922
leaf_weight=0.0017897494926136645 0.0019318845898222527 0.001522824475981214 0.0011186152152107055 0.0014929403235245551
leaf_count=425 522 200 591 1383
internal_value=0 -4.30196e-05 -0.00016547 8.08408e-05
internal_weight=0 0.00606626 0.0030505 0.00301576
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.00196078


Tree=8229
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=3.39391e-05 3.19238e-05 4.92612e-05 2.55525e-05 4.02805e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00025943164612831038 0.00023635853258748222 -0.00050241648975919186 0.00017846066293237072 -0.00033205093605175842 0.00014470738802702793
leaf_weight=0.0010059976130709167 0.0019180000644827529 0.0010486108644570157 0.0014967905973902115 0.0016775524683400563 0.0011473039307099838
leaf_count=451 352 158 552 1438 170
internal_value=0 -6.11241e-05 -0.000121173 -2.86676e-05 -0.000138417
internal_weight=0 0.00637626 0.00537026 0.00432165 0.00282486
internal_count=3121 2769 2318 2160 1608
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=6
num_cat=0
split_feature=11 43 2 3 3
split_gain=2.42979e-05 6.73703e-05 4.83911e-05 5.23639e-05 3.36391e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.11296500000000002 -0.075944999999999985
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=9.4615132170974443e-05 -0.00029179772024585108 -0.00037806041059127365 0.00030385518435567906 -0.00018675861598574234 0.00056382863527827838
leaf_weight=0.001322015305257495 0.00101606812574658 0.0016066199317528512 0.0015283077708402987 0.0018474494600974728 0.0010572115826841418
leaf_count=909 208 860 559 210 375
internal_value=0 3.16679e-05 -9.79537e-05 3.53571e-05 0.000303111
internal_weight=0 0.0073616 0.00498238 0.00337576 0.00237923
internal_count=3121 2913 1629 769 1284
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=7
num_cat=0
split_feature=4 15 151 1 3 3
split_gain=1.12395e-05 2.77594e-05 2.15258e-05 4.31008e-05 4.61317e-05 6.87264e-06
threshold=0.24564500000000003 -0.15026499999999995 -0.0052199999999999989 0.080585000000000004 0.076840000000000006 -0.083924999999999986
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.010522474140175327 0.015605080570065363 -0.006412174800691537 0.010381026959148089 -0.00078085319358272263 -0.030465577640149278 -0.0011977861120700262
leaf_weight=0.0010053773549302536 0.0012834155238734765 0.0010340014283449093 0.0010121968429200798 0.0010294225179589139 0.0010652730016481693 0.001038624189932456
leaf_count=474 266 160 588 649 173 811
internal_value=0 0.00578127 -0.00260447 -0.00578803 -0.0158772 0.00451702
internal_weight=0 0.00231742 0.00515089 0.00414552 0.0020947 0.00205082
internal_count=3121 426 2695 2221 822 1399
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=6
num_cat=0
split_feature=3 16 12 4 1
split_gain=1.3625e-05 2.69983e-05 4.87702e-05 4.26851e-05 3.31787e-05
threshold=0.13524500000000003 -0.15241499999999997 1.0000000180025095e-35 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00032711052279688839 0.00018498293990480962 -0.00019466032310378722 -0.00038822944936077404 0.00032491238512612501 -0.00013039375616050254
leaf_weight=0.0013890244850366109 0.0012852249665377099 0.0013202952267705372 0.0016939876265268184 0.0011266846976832213 0.0010858598320238834
leaf_count=271 192 304 2055 149 150
internal_value=0 -3.56441e-05 -0.000132479 4.45712e-05 0.00012638
internal_weight=0 0.00661585 0.00414097 0.00244698 0.00247488
internal_count=3121 2929 2508 453 421
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.76182e-05 4.82982e-05 5.47342e-05 4.24184e-05 5.59993e-05 3.98317e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.11296500000000002 -0.082809999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00025000139869963843 -0.00026690489397942531 -0.00050503182151150755 9.0180507815765967e-05 0.00067491982280344751 -0.00010734725887342401 0.00012362914836451823
leaf_weight=0.0010405483584602633 0.0010316111611497619 0.0014118683426184793 0.0010253600129839259 0.001001440426433621 0.0014538436108746094 0.0010141604847619782
leaf_count=174 165 1915 89 276 228 274
internal_value=0 -0.000103639 -0.000254622 8.21726e-05 0.000185968 0.000397535
internal_weight=0 0.00347778 0.00243723 0.00450106 0.00346944 0.0020156
internal_count=3121 2178 2004 943 778 550
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=5
num_cat=0
split_feature=49 3 16 15
split_gain=1.03452e-05 2.33206e-05 4.64081e-05 6.73966e-05
threshold=-0.043469999999999995 -0.13309499999999996 -0.083539999999999989 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.006830911053686395 -0.013594934950807075 0.014676167318221337 -0.023408884190522346 0.0079342194184505842
leaf_weight=0.0017087401499705319 0.0013383804327306162 0.0016615788912777421 0.001269713192099393 0.0014924356565243328
leaf_count=425 267 820 681 928
internal_value=0 -0.00202892 0.00147033 -0.00647368
internal_weight=0 0.00576211 0.00442373 0.00276215
internal_count=3121 2696 2429 1609
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.14471e-05 3.77108e-05 3.82743e-05 2.98203e-05 6.50883e-05
threshold=0.094385000000000011 -0.10831999999999999 0.086245000000000016 -0.077774999999999983 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.011189349903299225 -0.0081397342204192584 -0.025702603527132824 0.00063172337636815371 0.024750256312863862 -0.0060542598629346918
leaf_weight=0.0010470346977248875 0.0014517639435296945 0.0010487063905913535 0.0011650173218840563 0.0013930294266760808 0.001351287995956157
leaf_count=216 277 1853 109 438 228
internal_value=0 -0.0044477 -0.0118436 0.00345079 0.00958227
internal_weight=0 0.00326076 0.00221372 0.00419608 0.00274432
internal_count=3121 2178 1962 943 666
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=6
num_cat=0
split_feature=1 42 0 4 0
split_gain=1.80179e-05 2.58431e-05 3.53948e-05 5.04926e-05 1.81214e-05
threshold=0.11588000000000001 0.075730000000000006 0.062580000000000011 0.0061450000000000003 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.00037431988845213892 0.00033535436417337998 -0.00027024582215077483 0.00032778950798110487 0.00012381566334033651 -2.1005939197444679e-05
leaf_weight=0.0013295939638542811 0.0010600691945768567 0.0015956922146001442 0.0010872623160703976 0.0019007139685605335 0.001137113917248943
leaf_count=909 189 1368 125 304 226
internal_value=0 -5.70229e-05 2.17803e-05 -8.12168e-05 0.000150926
internal_weight=0 0.00591326 0.00431757 0.00323031 0.00219718
internal_count=3121 2706 1338 1213 415
is_linear=0
shrinkage=0.00196078


Tree=8237
num_leaves=6
num_cat=0
split_feature=3 16 12 4 1
split_gain=1.00088e-05 2.0175e-05 4.26108e-05 4.26046e-05 3.48609e-05
threshold=0.13524500000000003 -0.15241499999999997 0.051320000000000005 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.016490033557322835 0.0082929994947318168 -0.0099348093307209985 -0.018815758969762321 0.017183663954679265 -0.0081078512847189751
leaf_weight=0.0013152880820754974 0.0012166462779683316 0.0012607218160923333 0.0015618191688759769 0.0010718869835011154 0.0010252846427573868
leaf_count=271 192 306 2050 152 150
internal_value=0 -0.00162255 -0.00603244 0.00252675 0.00571496
internal_weight=0 0.006235 0.00389443 0.00233261 0.00234057
internal_count=3121 2929 2508 458 421
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=6
num_cat=0
split_feature=159 43 16 4 0
split_gain=1.00322e-05 2.26606e-05 3.28742e-05 3.1222e-05 2.81402e-05
threshold=0.076905000000000015 -0.15582499999999996 -0.056919999999999991 0.033845000000000007 -0.12333499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.011218578217844159 0.0090137079381319065 0.014933493949535257 -0.0148875949502779 -0.016211567451154169 0.0064494921992794656
leaf_weight=0.0011487334012435105 0.0010583077353448862 0.0011570607124172499 0.0018773385817832181 0.0011448416916879974 0.001051090703189231
leaf_count=191 527 956 1052 159 236
internal_value=0 -0.00149922 -0.00429242 0.00163981 -0.00536477
internal_weight=0 0.00637907 0.00523033 0.00335299 0.00219593
internal_count=3121 2594 2403 1351 395
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=6
num_cat=0
split_feature=160 12 1 12 3
split_gain=2.10412e-05 4.07608e-05 5.9467e-05 7.28806e-05 5.83429e-05
threshold=-1.0000000180025095e-35 -0.029094999999999999 0.095285000000000022 0.091200000000000017 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0001873789274467871 -0.00031387082420807787 0.00022831764982853491 0.00056978363652169844 -2.2920466040775623e-05 -0.00039112310012715012
leaf_weight=0.0018379575924426543 0.0010034880518918002 0.0010405363161750353 0.0016887819512325058 0.0015115129194950799 0.0013340952990763219
leaf_count=970 301 615 217 237 781
internal_value=0 4.9922e-05 0.000115405 0.000289847 -0.000119691
internal_weight=0 0.00657841 0.00557493 0.00320029 0.00237463
internal_count=3121 2151 1850 454 1396
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=7
num_cat=0
split_feature=52 16 13 0 151 15
split_gain=1.33888e-05 3.69338e-05 5.34845e-05 0.000109081 2.7852e-05 8.584e-05
threshold=0.10744000000000002 0.22339500000000004 0.0076650000000000008 -0.084044999999999995 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.000306812316689732 0.00017701878839332307 -0.00038095919842792854 -0.00029707330350656625 0.00069632820944588887 -0.000330671741865487 0.00045919951487965885
leaf_weight=0.0010410247292707933 0.0012846626386504934 0.0010409640271863713 0.0014970393161643138 0.0010089297405143113 0.00100574281555278 0.0011158825071662757
leaf_count=304 553 427 294 755 207 581
internal_value=0 -4.14789e-05 2.0862e-05 0.000134958 -4.41267e-05 8.47661e-05
internal_weight=0 0.00670958 0.00566862 0.00417158 0.00316265 0.00212163
internal_count=3121 2568 2141 1847 1092 788
is_linear=0
shrinkage=0.00196078


Tree=8241
num_leaves=6
num_cat=0
split_feature=52 15 1 3 2
split_gain=1.24064e-05 2.64955e-05 4.95435e-05 4.70611e-05 5.70863e-08
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00014682615109229603 -0.00019503198730924686 -0.00012148999857980384 -0.00028069601980452806 0.00037861303067234393 -0.00030164130109871492
leaf_weight=0.0019708083834026006 0.0010785201229129831 0.0012378362367702479 0.0010011086454639237 0.0017408799946770129 0.0010000403811801831
leaf_count=882 501 751 133 654 200
internal_value=0 3.09956e-05 -7.38413e-05 0.00017079 -0.000291163
internal_weight=0 0.00695067 0.00397196 0.00297872 0.00200115
internal_count=3121 2620 1215 1405 333
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=6
num_cat=0
split_feature=147 52 4 1 0
split_gain=1.57787e-05 2.38522e-05 3.33197e-05 6.65591e-05 1.89734e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 0.111945 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00016805175857290938 0.00021776353054824644 0.00026791776640206286 -0.0005021491432136455 7.9043490528609141e-05 -0.00010086580295697788
leaf_weight=0.0016361443899080112 0.0010690602856538592 0.0010743496222709622 0.0016488079445382917 0.0014015443787317216 0.0010711235971168202
leaf_count=712 183 1360 508 294 64
internal_value=0 -3.84091e-05 -0.000103423 -0.000235109 8.38032e-05
internal_weight=0 0.00683197 0.00519583 0.00305035 0.00214547
internal_count=3121 2938 2226 802 1424
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=6
num_cat=0
split_feature=1 52 3 4 15
split_gain=3.02583e-05 4.46222e-05 4.36126e-05 4.19645e-05 1.80759e-05
threshold=0.10439500000000002 -0.057699999999999994 -0.12018999999999998 -0.0016099999999999997 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.00019764802212007203 0.00046599307034610952 -0.00016577374546302603 -6.6343419628185781e-05 -0.00054093495998322927 0.00015220275875534378
leaf_weight=0.0012090088225188427 0.0010518460726619953 0.0013928939994035596 0.0019357738422185076 0.0011370731330841697 0.0013569163110697053
leaf_count=223 276 224 1651 562 185
internal_value=0 0.000122519 -0.000117834 -0.000241961 -8.86565e-06
internal_weight=0 0.00380166 0.00428186 0.00307285 0.00274981
internal_count=3121 685 2436 2213 409
is_linear=0
shrinkage=0.00196078


Tree=8244
num_leaves=6
num_cat=0
split_feature=1 13 0 0 0
split_gain=1.06063e-05 2.07501e-05 2.64466e-05 1.94062e-05 6.57391e-06
threshold=0.11588000000000001 -0.036034999999999991 -0.074479999999999977 -0.22491999999999998 -0.070499999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.010715642303642692 0.011835348410737438 0.0044881135703245395 0.012617282012457959 -0.014729495165808612 0.00043503005862650972
leaf_weight=0.001909569069866124 0.0010171794202398837 0.0010700813654034159 0.0014469181752645877 0.0010324476861917329 0.0010061325090800471
leaf_count=1440 198 119 380 767 217
internal_value=0 -0.0023101 0.002212 -0.0049487 0.00616631
internal_weight=0 0.00545902 0.00354945 0.00210253 0.00202331
internal_count=3121 2706 1266 886 415
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=9.95854e-06 1.97835e-05 2.70644e-05 4.33981e-05 2.75107e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0090648518694885528 0.011012445541989324 -0.0069644155330061304 -0.024352489581260864 0.0042722515383791368 0.013521637257013792
leaf_weight=0.0010460580976831878 0.0016203012807573403 0.0011322861911070197 0.0010725011761894606 0.0010464123164971293 0.0015568096794850114
leaf_count=862 903 146 641 328 241
internal_value=0 0.00145619 -0.00176427 -0.0102163 0.00489566
internal_weight=0 0.00642831 0.00480801 0.00211891 0.0026891
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 4
split_gain=1.87651e-05 4.31043e-05 6.1084e-05 3.73927e-05 5.11921e-05 1.72751e-06
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009 0.16173500000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.00022331009384877559 -0.00024671584358649764 -0.00051614402461319122 0.0001144921052627197 0.0004601514379882004 -8.0938751512702102e-05 3.4052534505270507e-05
leaf_weight=0.0010419151859143829 0.0010277431138635265 0.0014174092785612488 0.0010122169451220893 0.0014491731939837412 0.0010029521054864821 0.0010061966799893686
leaf_count=174 165 1915 89 488 146 144
internal_value=0 -0.000110333 -0.000253412 8.16672e-05 0.000179256 -2.33503e-05
internal_weight=0 0.00347154 0.00242963 0.00448607 0.00345832 0.00200915
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=7
num_cat=0
split_feature=1 43 43 3 3 15
split_gain=3.146e-05 3.99001e-05 5.35661e-05 2.73778e-05 5.87789e-05 4.27901e-06
threshold=0.094385000000000011 0.05259500000000001 -0.081374999999999989 -0.13309499999999996 0.083060000000000009 -0.07490999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6
right_child=3 -3 -4 4 5 -7
leaf_value=2.4744931750152462e-05 -0.00017337550266724986 0.00018146700695700996 -0.00054160923964217305 0.00048071977001770878 6.0797789584126713e-05 -0.00011776153277450862
leaf_weight=0.0012253494490419782 0.0010595327913986434 0.0010503438947549099 0.001348799109273411 0.0015018663811618713 0.0010244265722767366 0.0010396292306472806
leaf_count=707 165 326 1145 488 159 131
internal_value=0 -0.000140598 -0.000272013 0.00010337 0.000185599 -2.91395e-05
internal_weight=0 0.00362449 0.00257415 0.00462545 0.00356592 0.00206406
internal_count=3121 2178 1852 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=6
num_cat=0
split_feature=147 52 4 15 0
split_gain=1.13341e-05 2.2629e-05 2.63296e-05 5.68899e-05 1.74376e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 -0.10091499999999999 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0089943407309124 0.0098433841960491476 0.013113459249114036 3.1717265336490689e-05 -0.028834219533947953 -0.0053869101648137624
leaf_weight=0.0015475778055114254 0.0010082053662550097 0.0010162489591955721 0.001786090420082583 0.0011052453648261172 0.0010216826264690681
leaf_count=712 183 1360 419 383 64
internal_value=0 -0.00155476 -0.00486673 -0.0110026 0.00383861
internal_weight=0 0.00647685 0.00492927 0.00289134 0.00203793
internal_count=3121 2938 2226 802 1424
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=6
num_cat=0
split_feature=2 160 1 0 52
split_gain=1.82333e-05 2.68527e-05 3.57531e-05 5.80899e-05 4.60848e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10439500000000002 -0.16360999999999995 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.0002351408448481038 -0.00025468723829593027 -0.00035674554114349341 -0.00016524273939948257 0.00044327308069121884 0.0001357839448892525
leaf_weight=0.0010770102896802075 0.0016872527383968378 0.0015125826471014952 0.0010049597570078606 0.0015084551431875245 0.0014123971702920204
leaf_count=199 930 984 83 317 608
internal_value=0 -3.85864e-05 2.84586e-05 0.000199965 -0.000118916
internal_weight=0 0.00712565 0.00543839 0.00251341 0.00292498
internal_count=3121 2922 1992 400 1592
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=6
num_cat=0
split_feature=457 15 15 16 0
split_gain=1.06732e-05 2.39393e-05 3.29944e-05 5.66121e-05 4.38174e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0060681268461454906 0.0093781092079092254 -0.01562300879870987 0.024493209417620565 -0.020844787709795247 -0.003517031354794445
leaf_weight=0.0018309972093910084 0.0010402088005432289 0.0010164289673625058 0.0011117028989376756 0.0013637585907724445 0.0011222921902947864
leaf_count=469 289 1167 343 727 126
internal_value=0 -0.00153823 0.00109887 -0.0054203 0.0104217
internal_weight=0 0.00644518 0.00542875 0.00319476 0.002234
internal_count=3121 2832 1665 1196 469
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=5
num_cat=0
split_feature=4 52 2 43
split_gain=1.06018e-05 1.81475e-05 5.35618e-05 6.82278e-05
threshold=0.36766000000000004 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012484615714970247 0.0070109119719502927 -0.0098008201543323265 -0.013745022486993851 0.021478672258768938
leaf_weight=0.0012925237619745983 0.0016665739042490838 0.001158101367205499 0.001599519425819648 0.0017527053822153273
leaf_count=655 328 1224 407 507
internal_value=0 -0.00203808 0.000955587 0.00903373
internal_weight=0 0.00580285 0.00451033 0.00291081
internal_count=3121 2793 2138 1731
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=6
num_cat=0
split_feature=1 42 2 3 1
split_gain=1.09067e-05 1.98983e-05 2.48519e-05 3.20139e-05 5.10003e-06
threshold=0.11588000000000001 0.075730000000000006 0.089775000000000008 0.11924500000000002 0.13332000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.011455518362501889 0.011316768343353878 -0.012255971678120488 0.014161935894595421 -0.0078947826452172559 0.0012703849576715743
leaf_weight=0.0010962062355707076 0.0010028405301204181 0.0014765713020328834 0.0018350583064066645 0.0010259478701266644 0.001018498592181651
leaf_count=672 201 1368 587 79 214
internal_value=0 -0.00234939 0.00134709 0.00625247 0.00625467
internal_weight=0 0.00543378 0.00395721 0.00286101 0.00202134
internal_count=3121 2706 1338 666 415
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=6
num_cat=0
split_feature=52 1 15 15 43
split_gain=1.46178e-05 5.04679e-05 3.91838e-05 3.45392e-05 3.38952e-05
threshold=-0.046924999999999988 0.10612500000000001 -0.11713499999999999 -0.03241999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.00012438106007813982 -0.00031853961027002945 0.00043381881257301575 0.00030581561869192308 -0.00036201149676181433 9.2057568817458782e-05
leaf_weight=0.0014289668877014699 0.0016118074518275093 0.001103701246701087 0.0013016174835561475 0.0010319885584129849 0.0016309408336779461
leaf_count=681 367 272 445 915 441
internal_value=0 0.000118875 -6.07603e-05 4.40413e-05 -8.39118e-05
internal_weight=0 0.00253267 0.00557635 0.00396455 0.00266293
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.642e-05 2.57384e-05 3.01516e-05 3.69662e-05 2.03157e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00010592057089929845 0.00019971574994499634 -0.00022916290161907618 9.551057571829669e-06 -0.00039868678124843442 0.00036864913129598762
leaf_weight=0.0012170721645266215 0.0013003193231237269 0.0019704931959267863 0.0012067204519635999 0.0010309679446337499 0.0012161598621782477
leaf_count=302 192 228 172 1949 278
internal_value=0 -4.12296e-05 3.80528e-05 -0.000125496 0.0001898
internal_weight=0 0.00664141 0.00467092 0.00224804 0.00242288
internal_count=3121 2929 2701 2251 450
is_linear=0
shrinkage=0.00196078


Tree=8255
num_leaves=6
num_cat=0
split_feature=3 3 0 3 1
split_gain=1.13302e-05 2.03724e-05 2.7357e-05 2.29932e-05 1.79663e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 0.099195000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.015788016243799999 0.0087720791957181764 -0.010537178186671659 -0.00048691146381983207 0.019571339814695967 0.0027072407906140951
leaf_weight=0.0010200929107417498 0.0012252586709011132 0.0018532483522249116 0.0011433632955542422 0.0011426165866769695 0.0010826329654932871
leaf_count=1946 192 228 172 278 305
internal_value=0 -0.00174568 0.00196676 0.00953894 -0.00626534
internal_weight=0 0.00624195 0.00438871 0.00228598 0.00210273
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
num_cat=0
split_feature=42 49 2 16 13 0
split_gain=2.06484e-05 2.36778e-05 3.58e-05 2.22091e-05 4.37305e-05 3.18558e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.22339500000000004 -0.084034999999999985 -0.099059999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00038986157187132007 -0.00024513856754386292 0.00050264946062354157 0.00011175705680400184 -0.00013805646589827355 0.00025167126572781147 -0.00018016348052336817
leaf_weight=0.001044622562713758 0.0011179973170535379 0.0011713162536059361 0.0011483192623290949 0.0010225185154183756 0.0013876558567168238 0.0012469350181402944
leaf_count=324 630 504 252 290 217 904
internal_value=0 4.17656e-05 -0.000127192 0.000118502 0.00018743 4.72866e-05
internal_weight=0 0.00702137 0.00219294 0.00482843 0.00380591 0.00263459
internal_count=3121 2491 576 1915 1625 1121
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=6
num_cat=0
split_feature=52 160 16 48 4
split_gain=1.01438e-05 2.8401e-05 5.21934e-05 2.57957e-05 1.26041e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 0.085845000000000019 0.25615500000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013634978193523054 0.008359296763786956 0.017275878720639178 -0.017548498448259807 -0.0089553690002773714 0.0018949252899045695
leaf_weight=0.0010193930229450421 0.0012117584694939535 0.001069035922235118 0.0019542572329746526 0.0011534103245670457 0.0010620994523037864
leaf_count=485 553 825 856 189 213
internal_value=0 -0.00163673 -0.00460837 0.00309081 0.00961043
internal_weight=0 0.0062582 0.0052388 0.00328455 0.00213114
internal_count=3121 2568 2083 1227 1038
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=6
num_cat=0
split_feature=52 13 2 48 13
split_gain=3.01377e-05 3.96725e-05 3.30397e-05 5.41973e-05 3.17847e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.083985000000000018 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00033109190825519565 -0.00029552574861524384 9.6825819232490502e-05 -0.00033999795961064662 0.00040999992458048805 -0.00026684456094481861
leaf_weight=0.001498985500536669 0.0011461138817654686 0.0019685079112116278 0.0010580975890351202 0.0011708422640423185 0.0017413234499966761
leaf_count=190 501 1440 329 352 309
internal_value=0 4.60537e-05 -2.58919e-05 4.22042e-05 -7.38741e-05
internal_weight=0 0.00743776 0.00593877 0.00488067 0.00370983
internal_count=3121 2620 2430 2101 1749
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=6
num_cat=0
split_feature=4 151 48 15 13
split_gain=2.5696e-05 3.57775e-05 4.08144e-05 6.13442e-05 4.43367e-05
threshold=0.36766000000000004 -0.016164999999999995 0.091545000000000015 -0.016799999999999995 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027862480425213803 0.00020475132395922824 -0.0005136638186535431 0.0002310310622692769 0.00027942250361736074 -0.00021668359511177912
leaf_weight=0.0010489317946595789 0.0019073876809956878 0.0015482034062390014 0.0010551806778169755 0.0011029262267729795 0.0018615617929566442
leaf_count=461 328 679 240 338 1075
internal_value=0 -5.35615e-05 -0.000116142 -0.00019732 -3.21093e-05
internal_weight=0 0.0066168 0.00556787 0.00451269 0.00296449
internal_count=3121 2793 2332 2092 1413
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=6
num_cat=0
split_feature=2 4 3 13 16
split_gain=3.31281e-05 3.92981e-05 3.22875e-05 4.86717e-05 5.19762e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 0.10542000000000001 -0.029529999999999997 -0.007794999999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00032886611607024259 -0.00050172477925818776 0.00028935589139902202 0.00011707039050037944 -0.00027542153392246465 0.00026394214933789109
leaf_weight=0.0010847197795906148 0.0013632594034816876 0.0011726204270962387 0.0017918357410243169 0.0016482152529314999 0.0011777534778506674
leaf_count=199 1407 236 166 732 381
internal_value=0 -3.88612e-05 -0.00010321 -0.000197429 -5.06358e-05
internal_weight=0 0.00715368 0.00598106 0.00418923 0.00282597
internal_count=3121 2922 2686 2520 1113
is_linear=0
shrinkage=0.00196078


Tree=8261
num_leaves=6
num_cat=0
split_feature=52 16 52 13 15
split_gain=1.22529e-05 2.17289e-05 4.30635e-05 3.32475e-05 3.15285e-05
threshold=0.11434500000000002 0.013515000000000001 -0.088204999999999992 0.030370000000000005 -0.070929999999999979
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0056672257537740038 -0.010245056572031451 -0.0051400970780269822 0.022855583193276116 -0.017965099035224318 0.014436590151518531
leaf_weight=0.0019269533656109715 0.0010107058817883513 0.0010393646414511035 0.00116566571883354 0.0010555986409073901 0.001310712210230023
leaf_count=631 501 482 183 238 1086
internal_value=0 0.00159078 0.00965952 -0.00255335 0.00247145
internal_weight=0 0.00649829 0.00220503 0.00429326 0.00323767
internal_count=3121 2620 665 1955 1717
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=7
num_cat=0
split_feature=43 3 12 2 13 2
split_gain=3.36537e-05 6.04258e-05 2.75415e-05 6.07825e-05 6.55717e-05 4.76049e-05
threshold=-0.067199999999999996 -0.075944999999999985 0.098810000000000023 0.089885000000000007 -0.017449999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-6.8174033336188358e-05 -0.00039999894871871274 0.00052416593712713928 -0.00037284437499030064 0.0005185430517322218 0.00020936720062749619 -0.00037430182918110806
leaf_weight=0.0016995195479228378 0.0012375892284135683 0.0010847298342730976 0.0011425269764764592 0.0010314439820685189 0.0010729340244458878 0.0010760799554187673
leaf_count=977 808 376 294 329 226 111
internal_value=0 0.000162599 -0.000101485 -3.13097e-05 0.000112156 -8.28945e-05
internal_weight=0 0.00278425 0.00556057 0.00441805 0.00318046 0.00214901
internal_count=3121 1353 1768 1474 666 337
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=7
num_cat=0
split_feature=4 47 1 1 15 12
split_gain=4.27024e-05 4.66262e-05 5.33214e-05 2.84338e-05 2.26284e-05 2.15857e-05
threshold=0.0061450000000000003 0.092530000000000015 0.11507500000000002 0.086560000000000012 -0.088749999999999982 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=3 2 4 5 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00018042685573645484 0.00064418520653869178 -0.00015890458059187568 -8.8509814997720206e-05 -0.00036987028321689531 0.00024010913929185213 0.00019220070013889945
leaf_weight=0.0014153748181388462 0.0010515844431661528 0.0015174136004979851 0.001122902687259137 0.0014450988889288621 0.0010801072336631792 0.0010345725083869797
leaf_count=1032 191 188 238 763 270 439
internal_value=0 0.000124947 0.000257289 -0.000151738 0.000439444 -2.30724e-05
internal_weight=0 0.00477201 0.00325459 0.00389505 0.00213169 0.00244995
internal_count=3121 887 699 2234 461 1471
is_linear=0
shrinkage=0.00196078


Tree=8264
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.37873e-05 3.38621e-05 3.14345e-05 2.21816e-05 6.05016e-05
threshold=0.094385000000000011 -0.10831999999999999 0.086245000000000016 -0.077774999999999983 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0098568767388786237 -0.0061823526545937077 -0.024423916536701038 -0.00062290938499614688 0.023627420860257792 -0.0058949307806707707
leaf_weight=0.0010572142617231591 0.0014703702512736281 0.0010527128346010028 0.0011734385017524861 0.0014017640096469319 0.0013751658607887647
leaf_count=216 277 1853 109 438 228
internal_value=0 -0.00487959 -0.011878 0.00374902 0.00900763
internal_weight=0 0.00328337 0.00222615 0.0042473 0.00277693
internal_count=3121 2178 1962 943 666
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=6
num_cat=0
split_feature=4 151 16 43 16
split_gain=3.52455e-05 4.29596e-05 4.90997e-05 2.39219e-05 5.45543e-05
threshold=0.36766000000000004 -0.024429999999999997 -0.084119999999999986 -0.074359999999999996 0.054560000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00030085171431298375 0.00023440859256103452 -0.00038778507840281465 0.00018343714668877384 0.0001788911832020722 -0.00046172620458572925
leaf_weight=0.0010241659672075116 0.0019142756682172758 0.0019388692051413589 0.0015464505895438898 0.0010274619482875237 0.0010169238483597827
leaf_count=455 328 758 614 651 315
internal_value=0 -6.80212e-05 -0.000136341 -5.73689e-07 -0.000139766
internal_weight=0 0.00655387 0.00552971 0.00359084 0.00204439
internal_count=3121 2793 2338 1580 966
is_linear=0
shrinkage=0.00196078


Tree=8266
num_leaves=7
num_cat=0
split_feature=4 52 47 15 3 12
split_gain=1.90586e-05 6.01943e-05 3.50546e-05 8.89817e-05 3.37518e-05 3.15159e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.092710000000000015 -0.10203999999999998 0.013900000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00027893386319231979 0.00046767418823551502 -0.0003026870124037789 -0.00034606017927089688 0.00047214123472751182 -0.00032579461058819786 -0.00019320432315158314
leaf_weight=0.0011332034214426427 0.0011671042755225704 0.0011336218262299864 0.0010509759665408396 0.0011457856349107588 0.00155415806736577 0.0010446542862566038
leaf_count=376 218 250 151 268 219 1639
internal_value=0 8.44835e-05 -4.98023e-05 8.67945e-05 -0.000105058 5.24631e-05
internal_weight=0 0.00449749 0.00333038 0.00227941 0.00373202 0.00217786
internal_count=3121 887 669 518 2234 2015
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=5
num_cat=0
split_feature=4 16 48 2
split_gain=1.25536e-05 1.76535e-05 3.9479e-05 3.39961e-05
threshold=0.27287000000000006 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010430315816829079 0.0074416281231613167 -0.013952383969609607 0.017312835659222234 0.0081516698109901451
leaf_weight=0.0018121002133813322 0.0017389190948403034 0.0016748663048548216 0.0011284841781894058 0.0011902936027939305
leaf_count=467 352 1444 419 439
internal_value=0 -0.00224416 0.00147028 -0.00476954
internal_weight=0 0.00580574 0.00399364 0.00286516
internal_count=3121 2769 2302 1883
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=6
num_cat=0
split_feature=1 52 3 4 0
split_gain=1.78778e-05 4.38847e-05 4.09972e-05 3.48848e-05 1.78094e-05
threshold=0.10439500000000002 -0.057699999999999994 -0.12018999999999998 -0.0016099999999999997 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.00021316112463873798 0.00043293742402631996 9.4187791856823749e-05 -5.1275749983183839e-05 -0.00048494932821371443 -0.00022580213731711099
leaf_weight=0.0012312567653035155 0.0010667269243058298 0.0016572903833314996 0.0019443381979859311 0.001126190290526237 0.0011210379166348989
leaf_count=223 276 173 1651 562 236
internal_value=0 9.48724e-05 -8.91227e-05 -0.000210336 -3.49261e-05
internal_weight=0 0.00384506 0.00430179 0.00307053 0.00277833
internal_count=3121 685 2436 2213 409
is_linear=0
shrinkage=0.00196078


Tree=8269
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.15206e-05 2.79056e-05 4.69652e-05 3.5506e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019732459657979051 0.0080326166910563677 -0.012451632885189683 0.0071813881267725867 -0.013985719507604938
leaf_weight=0.0011508630939815636 0.0014402694005672297 0.0017793741560732136 0.0015210056308993139 0.0016544502153329034
leaf_count=160 279 1443 488 751
internal_value=0 -0.0019101 0.00242553 -0.00384693
internal_weight=0 0.00610569 0.00432632 0.00317546
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=6
num_cat=0
split_feature=43 3 16 15 16
split_gain=1.09592e-05 4.31827e-05 2.34526e-05 2.44364e-05 4.34513e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.064860000000000015 -0.10203999999999998 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0058204161224975565 -0.0088030003516742072 0.020845041593513691 -0.016122339164302474 -0.0064439673737518265 0.020420401396850956
leaf_weight=0.0014412240330327775 0.0016013461949486154 0.0010495964928436729 0.0010336318641239062 0.0011910333752180374 0.0012175501913326081
leaf_count=926 324 427 295 232 917
internal_value=0 0.00541603 -0.00269122 0.000770894 0.0071361
internal_weight=0 0.00249082 0.00504356 0.00400993 0.00240858
internal_count=3121 1353 1768 1473 1149
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.18316e-05 3.35838e-05 3.70611e-05 6.23229e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0081685478526700127 0.0097604649151334447 -0.014528338348907755 -0.020962011954880171 0.014020867979542601
leaf_weight=0.0014323062919179598 0.0017501047169056292 0.0015764725792308022 0.0012768330010363357 0.0014848463153135187
leaf_count=303 843 789 295 891
internal_value=0 -0.00193288 -0.00665022 -0.000680979
internal_weight=0 0.00608826 0.00433815 0.00306132
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=7
num_cat=0
split_feature=2 16 4 2 3 3
split_gain=2.07905e-05 3.24029e-05 3.21451e-05 4.05486e-05 4.07538e-05 4.55373e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 0.083060000000000009 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00024556491742092995 0.00027001099318186682 -0.00023360379315957354 -0.0003558160149669719 0.00028181143522006851 -0.00040062538286099648 0.00031729788262317731
leaf_weight=0.0011133078278508981 0.0010922142045300294 0.0012001409071457326 0.0014172701950783328 0.0012651145984566414 0.0013203428187498643 0.0011107980238799756
leaf_count=199 189 884 276 351 159 1063
internal_value=0 -4.18209e-05 -9.57653e-05 -2.04932e-05 -0.000125814 3.11979e-05
internal_weight=0 0.00740588 0.00631367 0.0048964 0.00363128 0.00231094
internal_count=3121 2922 2733 2457 2106 1947
is_linear=0
shrinkage=0.00196078


Tree=8273
num_leaves=5
num_cat=0
split_feature=4 0 3 3
split_gain=1.22422e-05 1.70369e-05 3.63563e-05 2.23788e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.01560471621505413 0.007348429759223213 0.011830470204316801 0.0058217897376290142 -0.0074438615506411529
leaf_weight=0.0019607296713347521 0.0017377341016928298 0.0014834966960409195 0.0013284563938766661 0.0010142319734117139
leaf_count=2148 352 332 150 139
internal_value=0 -0.0022226 -0.00695085 0.0040039
internal_weight=0 0.00578691 0.00328919 0.00249773
internal_count=3121 2769 2298 471
is_linear=0
shrinkage=0.1


Tree=8274
num_leaves=7
num_cat=0
split_feature=13 51 52 48 43 4
split_gain=2.68132e-05 3.96877e-05 3.6971e-05 4.98431e-05 9.56016e-05 8.50684e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.088204999999999992 0.085845000000000019 -0.00067499999999999993 0.2623950000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.00028044498643904284 -0.00028621306551106067 -0.00037812466728272113 -0.0002029122888255222 -0.00029617452892649523 0.00076491412821070789 4.3952796191262702e-05
leaf_weight=0.0011385384736784894 0.0012281696150633903 0.0011465912569065279 0.0014880087884339595 0.0010092993269207075 0.0013294692709266563 0.0011946236229042118
leaf_count=169 586 363 1201 259 430 113
internal_value=0 -4.27924e-05 1.873e-05 9.33152e-05 0.000191297 0.000423692
internal_weight=0 0.00739616 0.00624957 0.0050214 0.0040121 0.00252409
internal_count=3121 2952 2589 2003 1744 543
is_linear=0
shrinkage=0.00196078


Tree=8275
num_leaves=6
num_cat=0
split_feature=160 1 4 0 0
split_gain=2.3611e-05 4.06288e-05 7.6535e-05 5.05899e-05 6.39535e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.080924999999999983 -0.053834999999999994 -0.15931499999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.00019362071069826313 0.00016197753630986953 4.9081361395679589e-06 -0.0004911079472063707 -0.00016421131757461227 0.0006052471508126066
leaf_weight=0.0018668923824063125 0.0015756291258951702 0.0012621258920445296 0.0012272361746114588 0.0011251831695668394 0.001484855203914013
leaf_count=970 537 114 912 255 333
internal_value=0 5.58263e-05 -0.000123976 0.000185976 0.000329416
internal_weight=0 0.00667503 0.00280287 0.00387216 0.00274698
internal_count=3121 2151 1449 702 447
is_linear=0
shrinkage=0.00196078


Tree=8276
num_leaves=7
num_cat=0
split_feature=43 457 3 3 2 3
split_gain=2.61492e-05 5.03907e-05 3.96685e-05 3.83438e-05 6.24513e-05 2.63726e-05
threshold=-0.067199999999999996 0.045365000000000009 -0.075944999999999985 -0.116045 0.11293500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-3.8535011852420015e-05 0.00011600840228296014 0.00031285333397579475 0.00043290644959826367 -0.00027382121944450802 6.5099159019492474e-05 -0.00070571556763197147
leaf_weight=0.0017716927944810604 0.0013223999825901114 0.0010146227773588801 0.0011199799001036146 0.0011451570167528582 0.0012928844850187272 0.0010347302886898097
leaf_count=977 191 142 376 1023 273 139
internal_value=0 -8.41321e-05 0.00014406 -0.000168131 -0.000276329 -0.000478829
internal_weight=0 0.00580979 0.00289167 0.00479517 0.00347277 0.00217989
internal_count=3121 1768 1353 1626 1435 1162
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=6
num_cat=0
split_feature=51 48 47 13 16
split_gain=1.7435e-05 3.64256e-05 4.40388e-05 5.61783e-05 5.05291e-05
threshold=0.08955500000000001 0.092150000000000024 0.077555000000000013 0.0076650000000000008 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00061016767790127158 -0.00021885873025380965 -0.00030242893971481322 -0.00023982841768457411 -0.00011611595255147701 0.00010754668070287592
leaf_weight=0.0013768472883860935 0.0012857557550162478 0.0010798406041992595 0.001245770148530498 0.0016708256742619578 0.001741823100039146
leaf_count=1103 409 244 222 384 759
internal_value=0 2.92447e-05 8.85884e-05 0.000174011 0.000329446
internal_weight=0 0.00711511 0.00603527 0.0047895 0.00311867
internal_count=3121 2712 2468 2246 1862
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=7
num_cat=0
split_feature=15 52 47 2 16 4
split_gain=2.98615e-05 2.74045e-05 5.30428e-05 4.55851e-05 5.36191e-05 6.49302e-05
threshold=-0.24436499999999997 -0.10925999999999998 0.092710000000000015 0.084245000000000014 -0.008904999999999998 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00028532071631068632 -0.00034591655541367234 0.00041676152468697185 -0.00035816736580629194 -0.0005763059755701643 0.00024841802724343877 0.00011099457203320953
leaf_weight=0.0012280203962018975 0.0010045160380360695 0.0012533858326527793 0.0012528757263477984 0.0010247789466686975 0.0016658349879549519 0.0010911459718097156
leaf_count=253 541 617 233 822 363 292
internal_value=0 -4.51841e-05 2.85818e-06 9.26908e-05 -1.47158e-05 -0.000221877
internal_weight=0 0.00729254 0.00628802 0.00503515 0.00378176 0.00211592
internal_count=3121 2868 2327 2094 1477 1114
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=6
num_cat=0
split_feature=160 1 4 0 0
split_gain=1.23424e-05 2.53539e-05 6.20319e-05 3.50372e-05 8.17603e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.080924999999999983 -0.15931499999999996 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0076469419366773459 0.0082235404171401138 -0.0071190645910789614 -0.023548031325178739 0.030750429871513524 -0.0069389964424005609
leaf_weight=0.001659591121200993 0.0014172520987869996 0.0010924813507249094 0.0010849646755730872 0.0013396823702916652 0.0010091409155071251
leaf_count=970 537 114 912 333 255
internal_value=0 0.00210683 -0.00555266 0.00767614 0.0145577
internal_weight=0 0.00594352 0.00250222 0.0034413 0.00234882
internal_count=3121 2151 1449 702 588
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=7
num_cat=0
split_feature=2 16 15 47 2 0
split_gain=2.22072e-05 2.25399e-05 2.34106e-05 3.93713e-05 5.01737e-05 5.57161e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 -0.11033999999999998 0.085270000000000026 0.10855000000000002 -0.11242999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00025614000882492823 0.00022150283227785004 -0.00035697336157068828 0.00011170032564748095 0.00029832316893936534 0.00024573166184215769 -0.00045485307620297347
leaf_weight=0.0010774679149457992 0.0010358806602313638 0.0010548433247804514 0.0010265924780854946 0.001068644589441504 0.0010338624106288885 0.001907124275465826
leaf_count=199 189 334 166 207 349 1677
internal_value=0 -4.58874e-05 -9.13612e-05 -3.57284e-05 -0.000125703 -0.0002566
internal_weight=0 0.00712695 0.00609107 0.00503622 0.00396758 0.00293372
internal_count=3121 2922 2733 2399 2192 1843
is_linear=0
shrinkage=0.00196078


Tree=8281
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.19075e-05 2.0002e-05 5.79708e-05 5.62391e-05 4.60867e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.015407985822659502 -0.010080500773625815 -0.0072856979746356845 0.0014247372976343448 -0.02822230717848517 0.01866617374062773
leaf_weight=0.0011542130526541751 0.0010193690205399491 0.00116930816985185 0.0014654211927912105 0.0011357458283309358 0.0016497019020657025
leaf_count=118 501 751 809 288 654
internal_value=0 0.00153519 -0.00324373 -0.01152 0.0079015
internal_weight=0 0.00657439 0.00375538 0.00260117 0.00281901
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=7
num_cat=0
split_feature=4 52 1 0 1 13
split_gain=1.70485e-05 4.18329e-05 3.06963e-05 2.40725e-05 4.46633e-05 1.85805e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.086560000000000012 -0.17169499999999996 0.11323000000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 5 -3 -5 -1
right_child=1 3 -4 4 -6 -7
leaf_value=-0.00016321963943935914 0.0004068843459494087 0.00021428577743488948 -0.00033718357821395693 -0.00041732217390568583 0.0001392904368938196 0.00019254125970064544
leaf_weight=0.0010045755870372059 0.0011238529577252102 0.0010403502027306979 0.001336747193916547 0.0011420772560960498 0.0010768322053366312 0.0012881689405053586
leaf_count=870 218 119 763 336 214 601
internal_value=0 8.06707e-05 -0.000101025 -3.18138e-05 -0.000147199 3.66631e-05
internal_weight=0 0.00438311 0.00362949 0.00325926 0.00221891 0.00229274
internal_count=3121 887 2234 669 550 1471
is_linear=0
shrinkage=0.00196078


Tree=8283
num_leaves=6
num_cat=0
split_feature=4 52 1 0 13
split_gain=1.12135e-05 3.84047e-05 3.15206e-05 2.05562e-05 7.57656e-06
threshold=0.0061450000000000003 -0.049749999999999996 0.086560000000000012 -0.15202999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=2 -2 4 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.0031647972605883079 0.019901521395363324 0.008607577680761487 -0.016790827104744048 -0.0083644528349870479 0.0086442341933547617
leaf_weight=0.0010321833614716357 0.0010599965875158469 0.0011240188192322962 0.0012655688708536452 0.0019545849116571826 0.0011470947469226108
leaf_count=1129 218 149 763 520 342
internal_value=0 0.00348465 -0.00423846 -0.00216785 0.00305106
internal_weight=0 0.0041386 0.00344485 0.0030786 0.00217928
internal_count=3121 887 2234 669 1471
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=6
num_cat=0
split_feature=42 13 16 52 15
split_gain=1.10434e-05 2.63461e-05 2.63927e-05 2.37668e-05 2.94809e-05
threshold=0.092620000000000022 0.11217000000000001 0.071345000000000006 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.013413759343170937 -0.0096176702134236017 0.014688181498101947 -0.015069453859887475 -0.015733752834542175 0.0050575637337307612
leaf_weight=0.0012885017518998801 0.0010352251199350262 0.0012295893126855681 0.0011360936004155102 0.0011067915629118358 0.0017768659907451581
leaf_count=409 630 166 401 294 1221
internal_value=0 0.00149842 -0.00155683 0.00212271 -0.00292246
internal_weight=0 0.00653784 0.00530825 0.00417216 0.00288366
internal_count=3121 2491 2325 1924 1515
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=7
num_cat=0
split_feature=2 16 52 15 3 52
split_gain=2.20441e-05 3.27758e-05 3.74012e-05 4.06748e-05 6.53103e-05 4.49942e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.11434500000000002 -0.016799999999999995 -0.086769999999999986 -0.057699999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.00025605359683279251 0.00027313700127308939 1.0901309816322895e-05 -0.00043983203175111739 -0.00020860890192225901 0.00039378830067074715 -0.00052724895936505866
leaf_weight=0.0011214180405281771 0.0011008605825279559 0.0014442931982227868 0.0010074407280846326 0.0012193007486306479 0.0015998784085345936 0.0010185834780988309
leaf_count=199 189 535 447 562 761 428
internal_value=0 -3.89785e-05 -9.36086e-05 -2.75737e-05 0.00013325 -0.000211664
internal_weight=0 0.00739036 0.0062895 0.00528206 0.00281918 0.00246288
internal_count=3121 2922 2733 2286 1323 963
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=5
num_cat=0
split_feature=49 15 12 15
split_gain=1.33769e-05 2.53346e-05 4.2311e-05 4.07268e-05
threshold=-0.043469999999999995 -0.037864999999999989 0.051320000000000005 -0.24436499999999997
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.00013958325456613484 0.00011618309927843326 0.00030262923316636665 -0.00015417814743430423 -0.00034606345322151899
leaf_weight=0.0018626651961970225 0.0011668246814518818 0.0015674873145548117 0.001550823967393632 0.0019701355343953878
leaf_count=425 253 200 1383 860
internal_value=0 -4.9712e-05 7.54461e-05 -0.000174126
internal_weight=0 0.00625527 0.00311831 0.00313696
internal_count=3121 2696 1583 1113
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=7
num_cat=0
split_feature=1 0 3 2 43 12
split_gain=2.47667e-05 3.53491e-05 4.44999e-05 5.36123e-05 3.30926e-05 2.77041e-05
threshold=0.11323000000000001 -0.23001499999999997 0.0068900000000000012 0.083995000000000014 -0.090299999999999991 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00025379665941416594 0.00036759224161835881 -0.00037371774581678656 -0.00042701659918354475 -0.0001028242186923542 0.00038157403836751059 -3.6332215738219414e-05
leaf_weight=0.0010327484280971966 0.0012385060516437174 0.0010892180931875604 0.0014918510922612149 0.0010036513725846258 0.0011794285923981407 0.0013805363915703412
leaf_count=104 311 687 165 350 1349 155
internal_value=0 -7.50673e-05 -0.000146357 -1.84031e-05 0.000158876 0.000154678
internal_weight=0 0.0057969 0.00476415 0.0032723 0.00218308 0.00261904
internal_count=3121 2655 2551 2386 1699 466
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=6
num_cat=0
split_feature=52 0 47 150 52
split_gain=1.13432e-05 3.05415e-05 3.06017e-05 3.76705e-05 2.25384e-05
threshold=0.10744000000000002 0.10455500000000001 1.0000000180025095e-35 0.086615000000000011 -0.031059999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.024764117234771069 0.0087575884189187991 -0.017697814101281292 -0.0098237671293630261 -0.0069528935238354411 0.0050208346821964322
leaf_weight=0.0010706673719839913 0.0012317288272566508 0.0010078033356364317 0.0016977706879716956 0.0013383433739416932 0.0012570946778620341
leaf_count=608 553 147 355 293 1165
internal_value=0 -0.00172544 0.00127556 0.00641565 0.0141019
internal_weight=0 0.00637168 0.00536388 0.00366611 0.00232776
internal_count=3121 2568 2421 2066 1773
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=7
num_cat=0
split_feature=2 4 49 0 15 52
split_gain=1.91166e-05 2.83791e-05 3.04085e-05 3.12286e-05 7.62537e-05 5.66237e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.0020949999999999996 -0.053834999999999994 -0.055554999999999993 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.00023921783921057948 -0.0003217723828276634 0.00023757152582228749 -0.00020879050067604108 -0.00050873488251607362 0.00052055194361506668 0.00013821614166335087
leaf_weight=0.0010562216967402076 0.0016777108025113818 0.0011569943458814586 0.0011134339347732994 0.0010320385224168662 0.0010913271239903265 0.0010486280157454087
leaf_count=199 514 236 657 247 1185 83
internal_value=0 -4.34614e-05 -9.79886e-05 -1.0379e-05 0.000152224 -0.00018268
internal_weight=0 0.00712013 0.00596314 0.00428543 0.00220476 0.00208067
internal_count=3121 2922 2686 2172 1842 330
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=6
num_cat=0
split_feature=2 51 4 16 2
split_gain=2.33888e-05 2.68151e-05 4.13116e-05 2.71606e-05 4.24915e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.36766000000000004 -0.094359999999999986 0.096015000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00027391800553239242 -0.00029475738559476443 -0.00023573520831140401 0.00037062569454882939 -0.00024456484560636353 0.0002529682695528752
leaf_weight=0.0010545397952139652 0.0012901814583033341 0.0019748069357542163 0.0010459677749615273 0.0010625583988681671 0.0017417961835922472
leaf_count=199 514 479 218 1272 439
internal_value=0 -3.8987e-05 1.76624e-05 -5.95872e-05 6.4455e-05
internal_weight=0 0.00711531 0.00582513 0.00477916 0.00280435
internal_count=3121 2922 2408 2190 1711
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=7
num_cat=0
split_feature=1 47 15 0 13 2
split_gain=2.35473e-05 3.69904e-05 5.36162e-05 3.45026e-05 3.30499e-05 2.77457e-05
threshold=0.12500000000000003 0.092530000000000015 -0.03241999999999999 -0.15202999999999997 0.0076650000000000008 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-2.6591025685300369e-06 0.00020921706611318184 -0.00039114685434900759 -0.00023090097465872995 0.00046753401835371083 -0.00043869175303209215 0.00019136074850614802
leaf_weight=0.0011972099252976396 0.0016280173222204628 0.0010535092373638606 0.0012064605504622978 0.001202844722826358 0.0010505879216838117 0.0011867543958749857
leaf_count=108 279 269 1188 793 295 189
internal_value=0 -5.29548e-05 8.01326e-06 0.000232989 -0.000148777 -2.15086e-05
internal_weight=0 0.00689737 0.00584386 0.00240005 0.0034438 0.00239321
internal_count=3121 2842 2573 901 1672 1377
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=6
num_cat=0
split_feature=1 0 3 12 49
split_gain=1.19649e-05 1.57264e-05 1.49478e-05 3.20636e-05 2.01622e-05
threshold=0.11588000000000001 -0.071924999999999989 -0.12018999999999998 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0060349714600604143 0.015467392832295116 -0.001982585724445637 -0.010757930121107897 -0.019323225798303853 0.0066481975859195019
leaf_weight=0.001512592233359005 0.0010008563642729153 0.0010671255370140586 0.0010606255706895932 0.0012004418011501996 0.0017862202385587143
leaf_count=295 189 226 259 1750 402
internal_value=0 0.00646281 -0.00244663 -0.00561645 0.000163342
internal_weight=0 0.00206798 0.00555988 0.00404729 0.00284685
internal_count=3121 415 2706 2411 661
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=5
num_cat=0
split_feature=160 4 52 49
split_gain=1.24387e-05 2.36974e-05 4.03981e-05 4.15519e-05
threshold=-1.0000000180025095e-35 0.24564500000000003 0.091275000000000009 -0.043469999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0076611955612550398 0.0072351523506840433 0.011183768452583415 0.012811443708649504 -0.018183057172296516
leaf_weight=0.0016677277289870937 0.0010098374429025993 0.001940125296610409 0.0012300888730459886 0.001771070067590597
leaf_count=970 221 305 321 1304
internal_value=0 0.00211052 -0.00227822 -0.00895288
internal_weight=0 0.00595112 0.004011 0.00278091
internal_count=3121 2151 1846 1525
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=6
num_cat=0
split_feature=16 1 47 4 4
split_gain=1.93058e-05 2.91496e-05 6.34696e-05 4.43511e-05 1.9139e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 -0.0016099999999999997 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00024757243263632346 -6.374583768317423e-05 0.00044203462937366392 -0.00013312851591864991 -0.00038439883690829824 0.00026291044758356341
leaf_weight=0.0011156047613110976 0.0018917129597041163 0.0016097362984941815 0.0013615483967908497 0.0012530181621958889 0.0010851909440388816
leaf_count=130 277 445 160 555 1554
internal_value=0 2.96282e-05 0.000178474 -7.4928e-05 5.53324e-05
internal_weight=0 0.00720121 0.00297128 0.00422992 0.0029769
internal_count=3121 2991 605 2386 1831
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=7
num_cat=0
split_feature=3 3 0 15 13 1
split_gain=1.99078e-05 2.98609e-05 4.658e-05 3.88263e-05 5.95225e-05 5.03539e-05
threshold=0.13524500000000003 0.076840000000000006 -0.23001499999999997 -0.11713499999999999 -0.036034999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00027677438932939221 0.00020727549690217992 3.4841753512290386e-05 -0.00054225927995511553 -0.00018940112175153356 1.1897482835273455e-05 0.00059807861447848821
leaf_weight=0.0011692760760081021 0.0013613909513985204 0.0011134335416314034 0.0010399516529480115 0.0013657598145759629 0.0010424652779043835 0.0012260554338490808
leaf_count=349 192 110 130 1334 596 410
internal_value=0 -5.19986e-05 -0.000243862 3.40119e-05 0.000134003 0.000328708
internal_weight=0 0.00695694 0.00215339 0.00480356 0.00363428 0.00226852
internal_count=3121 2929 240 2689 2340 1006
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=7
num_cat=0
split_feature=52 13 2 150 3 16
split_gain=1.10365e-05 2.41532e-05 2.64081e-05 3.73233e-05 4.33561e-05 3.68963e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.086615000000000011 -1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.015658425049728864 -0.009664062425954625 -0.012249469767785617 -0.014556980524950839 -0.013541539875546051 0.024119812542657063 0.013454210307937637
leaf_weight=0.0010142926376266459 0.0010307984834835027 0.0011957564103808854 0.001158543237811652 0.0011028657444555803 0.001082826528031774 0.0010478371943766203
leaf_count=148 501 1373 344 219 156 380
internal_value=0 0.00146178 -0.00111517 0.00240073 0.00768635 -0.000244946
internal_weight=0 0.00660212 0.00558783 0.00442929 0.00332642 0.00224359
internal_count=3121 2620 2472 2128 1909 1753
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=6
num_cat=0
split_feature=2 51 4 48 12
split_gain=1.62664e-05 2.69012e-05 4.16132e-05 2.10816e-05 3.77088e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.36766000000000004 0.082620000000000013 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00022444882547105976 -0.00029324499475950232 -0.00036746863428104373 0.0003755402139588161 0.00011417821974573607 7.2284186058227013e-05
leaf_weight=0.0010564463453786544 0.0012832834054097427 0.0015653301215831647 0.0010411800874295845 0.0017438593197326609 0.0014387839634498571
leaf_count=199 514 997 218 458 735
internal_value=0 -3.63961e-05 2.05397e-05 -5.73082e-05 -0.000156854
internal_weight=0 0.00707244 0.00578915 0.00474797 0.00300411
internal_count=3121 2922 2408 2190 1732
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=6
num_cat=0
split_feature=51 49 3 4 0
split_gain=1.07217e-05 2.46181e-05 4.58821e-05 5.55859e-05 1.53631e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0084131824014443551 0.012522665431845279 -0.018411650660365726 0.0043708420712122841 0.02202668283475754 -0.011789303718742331
leaf_weight=0.0012731625003072214 0.0015664366376940755 0.0012473531811359687 0.0010400231691720958 0.0011439345699431527 0.0013543902520831838
leaf_count=537 358 204 786 267 969
internal_value=0 0.00164129 -0.00192036 0.00389321 -0.00477008
internal_weight=0 0.00635214 0.0047857 0.00353835 0.00239441
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=6
num_cat=0
split_feature=43 3 3 3 2
split_gain=1.18461e-05 4.03975e-05 2.26746e-05 3.59787e-05 2.07581e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.116045 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0052101552239711812 0.0083203937720684341 0.020476719341572167 -0.020778046232876941 0.0077438057952271336 -0.010683644158534615
leaf_weight=0.0014567370776213187 0.0013479475664413942 0.0010561440623982491 0.0012351997946797376 0.0014665941009777061 0.0010482235849040779
leaf_count=926 210 427 1200 192 166
internal_value=0 0.00558583 -0.00280336 -0.0068018 6.28961e-05
internal_weight=0 0.00251288 0.00509797 0.00375002 0.00251482
internal_count=3121 1353 1768 1558 358
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=1.06268e-05 2.94305e-05 3.0035e-05 4.34851e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0065549920437483356 0.0084476483427498323 -0.016122899314827323 0.011658457554850217 -0.016333108771938182
leaf_weight=0.0017716328293331924 0.0012376692022526186 0.0011547380255157846 0.0018724099133909295 0.0015618882909102594
leaf_count=803 553 458 1050 257
internal_value=0 -0.00167998 0.00152364 -0.004169
internal_weight=0 0.00636067 0.00520593 0.00333352
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=6
num_cat=0
split_feature=2 48 2 13 4
split_gain=1.48294e-05 3.6671e-05 8.25666e-05 4.54619e-05 3.56304e-05
threshold=0.11510000000000002 0.091545000000000015 0.10097500000000002 -0.084034999999999985 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00037680994560779522 0.00016092788715754567 0.00029925227766700344 -0.00055557457774347511 -0.00030550641460080669 0.00010608577409872141
leaf_weight=0.0010396104040937995 0.0016701305622644665 0.0010000586341155212 0.0012344628834266395 0.0015772898370916672 0.0016592780123147743
leaf_count=618 459 266 332 1265 181
internal_value=0 -4.6182e-05 -0.000108871 2.00855e-05 -9.44971e-05
internal_weight=0 0.0065107 0.00551064 0.00427618 0.00323657
internal_count=3121 2662 2396 2064 1446
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=6
num_cat=0
split_feature=1 3 3 49 0
split_gain=1.31557e-05 1.54685e-05 2.78516e-05 2.56179e-05 8.67391e-06
threshold=0.11588000000000001 -0.12018999999999998 -0.012304999999999998 -0.006494999999999999 -0.071719999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.0060664299284848098 0.013426981727958115 -0.019319284040470973 -0.013652382899776145 0.006070320505213756 0.00044349403543888404
leaf_weight=0.0015094167903931281 0.0010071237063191173 0.001105988244750639 0.0010019764143205678 0.0019216627750713762 0.0010520799538783054
leaf_count=295 191 1982 160 269 224
internal_value=0 -0.00256802 -0.00580231 -0.000688955 0.00679351
internal_weight=0 0.00553904 0.00402963 0.00292364 0.0020592
internal_count=3121 2706 2411 429 415
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=7
num_cat=0
split_feature=49 15 4 52 15 4
split_gain=2.3994e-05 2.38811e-05 5.01931e-05 5.34906e-05 4.83216e-05 1.03729e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.059649999999999988 0.083680000000000018 -0.24436499999999997 0.098655000000000007
decision_type=2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00019161639479984234 0.00013502204385114865 -0.00043890115863695416 0.00042267850357019461 0.00017702907858613889 -0.00022389461044421824 -0.00050541192189852095
leaf_weight=0.0018846839952465239 0.0011799173275866817 0.0010062138135107086 0.0010041750659848412 0.0011752589516991585 0.0010058860174429003 0.0010069554298394502
leaf_count=425 253 616 379 588 718 142
internal_value=0 -6.01961e-05 5.99155e-05 -0.000107071 -0.00018004 -0.000364728
internal_weight=0 0.00637841 0.00318565 0.00218147 0.00319276 0.00201284
internal_count=3121 2696 1583 1204 1113 860
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=6
num_cat=0
split_feature=52 13 2 48 13
split_gain=2.65807e-05 4.4833e-05 5.31635e-05 4.30032e-05 3.19241e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.083985000000000018 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00034833891716614431 -0.00027799249615068674 0.00012254733766383616 -0.00042736681308888364 0.00038992904296522666 -0.00024208096685052142
leaf_weight=0.0014747183707370043 0.0011499235577179063 0.0019759592067709235 0.0010788346152498128 0.0011244796729420409 0.0017326526504485755
leaf_count=190 501 1440 329 352 309
internal_value=0 4.24844e-05 -3.38104e-05 5.40386e-05 -4.78059e-05
internal_weight=0 0.00738664 0.00591193 0.00483309 0.00370861
internal_count=3121 2620 2430 2101 1749
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=6
num_cat=0
split_feature=1 150 0 47 2
split_gain=1.16197e-05 2.24166e-05 2.95956e-05 3.0381e-05 3.29704e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 1.0000000180025095e-35 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0097803861269399762 0.0080168259339248316 0.009194563031876074 0.0068757052842058977 -0.023207835418506184 -0.014985295543028991
leaf_weight=0.0010198585642842819 0.0014522960489553151 0.0014009022262127663 0.0014241725443775357 0.0011844161269031865 0.0011366980949202438
leaf_count=1154 279 368 203 348 769
internal_value=0 -0.00192571 -0.00519495 -0.0103404 -0.00327334
internal_weight=0 0.00616605 0.00476515 0.00334097 0.00215656
internal_count=3121 2842 2474 2271 1923
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=6
num_cat=0
split_feature=1 0 3 2 15
split_gain=2.19675e-05 3.80843e-05 5.16543e-05 7.76102e-05 1.83644e-05
threshold=0.11323000000000001 -0.23001499999999997 0.0068900000000000012 0.08622500000000001 -0.10653
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00028092513366240153 0.00032699832690168406 -0.00036280338626179374 -0.00043761450562007875 0.0002496002407743681 4.9659853825709126e-07
leaf_weight=0.001049171099246125 0.0012784374686413205 0.0013279258093649732 0.0014691778029707007 0.0019847736430836345 0.0013742942293942005
leaf_count=104 242 979 165 1407 224
internal_value=0 -5.73775e-05 -0.000131603 4.11266e-06 0.000157848
internal_weight=0 0.00583105 0.00478188 0.0033127 0.00265273
internal_count=3121 2655 2551 2386 466
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=6
num_cat=0
split_feature=43 3 16 2 15
split_gain=1.10875e-05 3.72598e-05 2.17801e-05 2.58893e-05 2.95507e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.071345000000000006 0.089885000000000007 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0049501002126920131 -0.0098565713554296924 0.019696079689358159 -0.015892953105403573 -0.0061566746279470876 0.015557285521918632
leaf_weight=0.0014589756579443953 0.0015126692395307892 0.0010583643411675441 0.0010046947601778152 0.0010658112801654089 0.0015213858023127168
leaf_count=926 835 427 285 236 412
internal_value=0 0.00541188 -0.00269769 0.000535883 0.00661209
internal_weight=0 0.00251734 0.00510456 0.00409987 0.0025872
internal_count=3121 1353 1768 1483 648
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=5
num_cat=0
split_feature=4 52 2 4
split_gain=1.13662e-05 1.86603e-05 5.93628e-05 6.36848e-05
threshold=0.36766000000000004 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012707964754542785 0.0071544905748989907 0.023359355335635875 -0.014375144806194097 -0.0059949695777668935
leaf_weight=0.0012942398128536923 0.0017126950786311886 0.0015469931823469984 0.0016408518160903416 0.0014151928741533827
leaf_count=655 328 1334 407 397
internal_value=0 -0.0020996 0.000883165 0.00933524
internal_weight=0 0.00589728 0.00460304 0.00296219
internal_count=3121 2793 2138 1731
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=6
num_cat=0
split_feature=1 12 47 12 0
split_gain=1.24568e-05 3.59384e-05 2.11579e-05 3.71358e-05 8.72268e-06
threshold=0.094385000000000011 0.09141500000000001 0.092530000000000015 0.090995000000000006 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.0050819695597134618 0.017451470416542474 0.010155200807469157 -0.0063758083292803558 -0.0060226923081889427 -0.017712817513176188
leaf_weight=0.0010001520265079235 0.0017695851904130299 0.0010977912040155283 0.0014334069098415046 0.0010884516050917034 0.0012060438332663224
leaf_count=213 491 704 208 244 1261
internal_value=0 -0.00462983 0.00353898 0.0085116 -0.0119868
internal_weight=0 0.00330399 0.00429144 0.00285804 0.0022062
internal_count=3121 2178 943 735 1474
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=7
num_cat=0
split_feature=1 0 3 2 43 12
split_gain=1.95124e-05 3.15278e-05 4.08427e-05 4.78817e-05 3.67009e-05 1.66359e-05
threshold=0.11323000000000001 -0.23001499999999997 0.0068900000000000012 0.083995000000000014 -0.090299999999999991 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00024175497140868087 0.00030335949420782501 -0.00035101283660254694 -0.00041161274752508925 -0.00012126078925784915 0.00039085980661031372 -1.1561193624894423e-05
leaf_weight=0.001032129387492693 0.0012183984590111996 0.0010854450370534644 0.001440381380255029 0.0010022719497233725 0.0011614944307421651 0.0013701724982884168
leaf_count=104 311 687 165 350 1349 155
internal_value=0 -6.84963e-05 -0.000136779 -1.49451e-05 0.000153642 0.000136667
internal_weight=0 0.00572172 0.00468959 0.00324921 0.00216377 0.00258857
internal_count=3121 2655 2551 2386 1699 466
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=7
num_cat=0
split_feature=2 13 15 16 4 13
split_gain=1.95383e-05 2.66179e-05 2.75678e-05 8.35282e-05 7.94387e-05 6.90381e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.15026499999999995 -0.27167499999999994 -0.033174999999999989 -0.077799999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00023963005123391515 0.0001907502050295377 0.00020359238770526909 -0.00064594861781635605 7.1772991640677182e-05 0.00027899381212197585 -0.00065527072618518469
leaf_weight=0.0010866787057797677 0.0010347068268604159 0.00137191621728065 0.0010679714343247958 0.0010053281380592116 0.001762748326184253 0.0010032466005558932
leaf_count=199 254 205 201 431 944 887
internal_value=0 -4.23161e-05 -9.97499e-05 -0.000161863 -2.47783e-05 -0.000291372
internal_weight=0 0.00724592 0.005874 0.00483929 0.00377132 0.00200857
internal_count=3121 2922 2717 2463 2262 1318
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=6
num_cat=0
split_feature=4 151 0 13 47
split_gain=2.84555e-05 3.29342e-05 3.91348e-05 3.68909e-05 5.63796e-05
threshold=0.36766000000000004 -0.016164999999999995 -0.14794999999999997 -0.084034999999999985 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00026972810907644601 0.00021787934386114621 -0.0004458654120770315 0.00021031650456830158 -0.00039145615766894055 0.0001694309637981729
leaf_weight=0.0010271059675552585 0.0019372219459949493 0.001088018657297133 0.0015729460157790647 0.0016961661775763707 0.0011603960183241408
leaf_count=461 328 157 561 1443 171
internal_value=0 -5.26571e-05 -0.00011267 -3.08276e-05 -0.000163612
internal_weight=0 0.00654463 0.00551753 0.00442951 0.00285656
internal_count=3121 2793 2332 2175 1614
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=7
num_cat=0
split_feature=1 2 13 1 1 0
split_gain=1.21349e-05 1.58876e-05 2.94005e-05 4.62254e-05 1.62172e-05 1.13473e-05
threshold=0.11588000000000001 0.099185000000000009 -0.033284999999999988 0.089175000000000018 0.10587000000000001 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -2
right_child=5 4 3 -5 -6 -7
leaf_value=-0.021251363753488583 0.014137327257075116 -0.0034146421764991333 0.014144166431389649 -0.01542874094885411 0.01311399647870275 -0.00065272045492924908
leaf_weight=0.0010055117689687894 0.0010055541378857671 0.0013964831176602188 0.0010688239137322051 0.0010456600180778306 0.0010324965808251596 0.0010715263528188411
leaf_count=1171 189 522 660 201 152 226
internal_value=0 -0.00245314 -0.0071744 -0.000480304 0.00361126 0.00650742
internal_weight=0 0.00554898 0.00312 0.00211448 0.00242898 0.00207708
internal_count=3121 2706 2032 861 674 415
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=6
num_cat=0
split_feature=2 51 4 4 48
split_gain=1.58019e-05 2.6285e-05 3.30584e-05 2.55673e-05 3.88137e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.36766000000000004 0.033845000000000007 0.082620000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00022394679311928958 -0.00028676526832924513 -0.000127261319649397 0.0003386080250158948 -0.00026921769137075333 0.00030318866052900565
leaf_weight=0.0010516786318327774 0.0012898609202642766 0.0019969416152726179 0.0010442290023002085 0.0014001417244508354 0.0013497295201475982
leaf_count=199 514 1480 218 326 384
internal_value=0 -3.36337e-05 2.27473e-05 -4.67374e-05 4.63414e-05
internal_weight=0 0.0070809 0.00579104 0.00474681 0.00334667
internal_count=3121 2922 2408 2190 1864
is_linear=0
shrinkage=0.00196078


Tree=8315
num_leaves=6
num_cat=0
split_feature=0 52 16 1 48
split_gain=1.20581e-05 3.01989e-05 6.23214e-05 2.03859e-05 1.45779e-05
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.10781 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.001748059752755889 0.014515625324358156 -0.00026010478495576325 -0.016465262865404 0.018910292128813143 -0.014614727856296804
leaf_weight=0.0011070878824781675 0.0015118624014220164 0.0011573555852041368 0.0017100841671939928 0.0010653087027041013 0.0010714080478217633
leaf_count=194 851 1129 639 216 92
internal_value=0 0.00250393 -0.00211372 0.00892814 -0.00629934
internal_weight=0 0.00544461 0.00393275 0.00222266 0.0021785
internal_count=3121 2835 1984 1345 286
is_linear=0
shrinkage=0.1


Tree=8316
num_leaves=8
num_cat=0
split_feature=150 150 0 15 1 16 12
split_gain=2.55768e-05 3.83032e-05 3.64568e-05 6.46788e-05 4.72238e-05 3.6774e-05 2.30578e-05
threshold=0.11456000000000001 0.081835000000000019 -0.11756999999999999 -0.09551999999999998 0.081670000000000006 -0.25582999999999995 0.09141500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00049269590681118639 -0.00029574577611753985 0.00038589498579133188 0.00050832656848244235 -7.3085922837898813e-05 -0.00033657191854625596 2.0822739056524948e-05 0.00034187159216162176
leaf_weight=0.0010531740389114466 0.0010296962579261831 0.0010261362896617178 0.0010385180383014024 0.0010222615636319063 0.0013442110849371182 0.0010921417618082003 0.0010371967907350892
leaf_count=151 124 296 394 811 657 187 501
internal_value=0 3.35169e-05 -2.13731e-05 7.99961e-05 -5.06949e-05 -0.000231273 0.000135897
internal_weight=0 0.00761364 0.0065875 0.00444219 0.00340367 0.00214532 0.00205946
internal_count=3121 2997 2701 2363 1969 338 1312
is_linear=0
shrinkage=0.00196078


Tree=8317
num_leaves=6
num_cat=0
split_feature=42 160 43 0 1
split_gain=2.22936e-05 3.34267e-05 3.89348e-05 4.70656e-05 9.54979e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084740000000000024 -0.15599999999999997 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0002495452362787052 -0.00020681808894023866 -7.343284062072846e-05 -0.00023567837246394252 -8.1665550585758041e-05 0.00063693241748335571
leaf_weight=0.00117581171108777 0.0016163155514376561 0.0016652257241795672 0.0010082856986632551 0.0012135105577132459 0.0017171045191009594
leaf_count=862 828 149 115 706 461
internal_value=0 4.16014e-05 0.000113249 0.000189801 0.000339375
internal_weight=0 0.00722044 0.00560413 0.00459584 0.00293062
internal_count=3121 2259 1431 1316 1167
is_linear=0
shrinkage=0.00196078


Tree=8318
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 1
split_gain=2.02118e-05 6.0938e-05 4.05537e-05 3.70352e-05 5.75762e-05 5.95946e-05
threshold=-0.084034999999999985 -0.13927999999999999 0.083345000000000016 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.00013861808669531669 0.00035004646987577508 -0.00017261163802069092 0.00038081455000908861 -0.00042557851225838732 -0.0004283996351217771 0.00047105715259080196
leaf_weight=0.0010369701737036636 0.0011011164753787633 0.0011715934883445318 0.0013052482861494921 0.0014301443821815082 0.00103724456809894 0.0010474364712000283
leaf_count=561 224 186 361 1422 163 204
internal_value=0 -6.50329e-05 0.000150846 -0.00016256 -4.70425e-05 0.000131216
internal_weight=0 0.00578754 0.00234222 0.00468642 0.00325627 0.00221903
internal_count=3121 2199 922 1975 553 390
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=6
num_cat=0
split_feature=43 3 457 2 4
split_gain=3.41656e-05 6.24843e-05 2.68614e-05 5.01091e-05 9.48636e-05
threshold=-0.074359999999999996 -0.075944999999999985 0.045365000000000009 0.11293500000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-5.1407538111988905e-05 -0.00062422017832449914 0.00054063024530694832 0.000202330980443881 0.00012798877594107671 3.5025765023256113e-05
leaf_weight=0.0018062441044358717 0.0016210738616339471 0.0011044732311388016 0.0010403330574566497 0.0017271605274468849 0.0017399205409444176
leaf_count=922 1185 310 149 333 222
internal_value=0 0.000173242 -8.47544e-05 -0.000143452 -0.000282942
internal_weight=0 0.00291072 0.00612849 0.00508815 0.00336099
internal_count=3121 1232 1889 1740 1407
is_linear=0
shrinkage=0.00196078


Tree=8320
num_leaves=6
num_cat=0
split_feature=2 51 4 16 2
split_gain=1.53659e-05 2.29575e-05 3.12338e-05 2.45216e-05 3.53879e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27834500000000006 -0.094359999999999986 0.096015000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.011506363111570312 -0.014187374302076033 -0.011473503317518452 0.016969759269599462 -0.011093232791514184 0.012776659066685698
leaf_weight=0.0010053726712294514 0.0012148472578602148 0.0018265957791995832 0.0010015042994563272 0.0010080444381291498 0.0016179809374344757
leaf_count=199 514 469 229 1272 438
internal_value=0 -0.00175555 0.0010135 -0.00257546 0.0036138
internal_weight=0 0.00666897 0.00545413 0.00445262 0.00262603
internal_count=3121 2922 2408 2179 1710
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=6
num_cat=0
split_feature=160 16 0 4 2
split_gain=2.24831e-05 3.04218e-05 4.80724e-05 5.66874e-05 3.79421e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.25615500000000008 0.098035000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00019065873195368656 -0.00011424254224861393 -0.00034501223578312985 0.00057375370130314032 -2.6956777912312363e-05 0.00013994964604952849
leaf_weight=0.0018442781626939212 0.001525446793850643 0.0013124077451427748 0.0014735968631137165 0.0010234399181515809 0.0011760568064439088
leaf_count=970 137 478 1005 187 344
internal_value=0 5.45871e-05 0.000160006 0.000327545 -0.000115818
internal_weight=0 0.00651095 0.00402248 0.00249704 0.00248846
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.00196078


Tree=8322
num_leaves=6
num_cat=0
split_feature=2 160 13 2 4
split_gain=1.25069e-05 2.05392e-05 3.00044e-05 3.19453e-05 2.66177e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084034999999999985 0.10497000000000002 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.010380860694610689 -0.011595655656697276 0.01213512301350483 -0.023415615031587577 0.0082218529422347347 -0.00065238903921467487
leaf_weight=0.0010056429124298766 0.0015671312854853691 0.0017438311500027797 0.0010063643016261976 0.0013021653056783742 0.0010492975385693166
leaf_count=199 930 506 910 406 170
internal_value=0 -0.00158249 0.00149336 -0.00403326 -0.0117963
internal_weight=0 0.00666879 0.00510166 0.00335783 0.00205566
internal_count=3121 2922 1992 1486 1080
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=6
num_cat=0
split_feature=16 1 3 2 52
split_gain=1.43176e-05 2.832e-05 6.60564e-05 3.91805e-05 4.27288e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.010952477428393864 -0.013196630733421495 0.022376045041362265 -0.0092504174108148235 -0.020107307651892177 0.012090871406526704
leaf_weight=0.0010349993691277934 0.0010846735275476538 0.0016210513477789299 0.0011144208803831311 0.0010674345442055443 0.0017402987980411121
leaf_count=130 461 428 177 435 1490
internal_value=0 0.0016941 0.00949155 -0.00378571 0.00238151
internal_weight=0 0.00662788 0.00273547 0.00389241 0.00282497
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=8324
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 1
split_gain=3.69848e-05 5.6332e-05 3.88777e-05 3.51525e-05 7.46992e-05 6.20077e-05
threshold=-0.084034999999999985 -0.13927999999999999 0.083345000000000016 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-7.5965169899721769e-05 0.0003050460727930478 -0.00016222007709784398 0.0004147877994588038 -0.00042339066278460687 -0.00048365820942021737 0.00047665539455886365
leaf_weight=0.0011110759900494344 0.0011604377665208332 0.0012654500265450366 0.0014060125056068349 0.0015185586866412761 0.0011146765351050547 0.0010847650772450807
leaf_count=561 224 186 361 1422 163 204
internal_value=0 -8.40349e-05 0.000198163 -0.000174636 -6.56138e-05 0.000132659
internal_weight=0 0.00614389 0.00251709 0.00498345 0.00346489 0.00235022
internal_count=3121 2199 922 1975 553 390
is_linear=0
shrinkage=0.00196078


Tree=8325
num_leaves=7
num_cat=0
split_feature=47 51 52 16 52 13
split_gain=2.34186e-05 4.11517e-05 6.09185e-05 4.23979e-05 6.06581e-05 3.41527e-05
threshold=0.11669500000000001 0.08955500000000001 -0.088204999999999992 -0.5315899999999999 0.084960000000000022 -0.0018299999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00035009607297514079 -0.00028202447396631468 -0.00032005487443377383 -0.00017541825947562669 0.00015007478669010885 -4.0208928903459962e-05 0.00059817442949449762
leaf_weight=0.0010043771980781995 0.0010102815840774644 0.0010736743828585167 0.0010714574422569416 0.0010329755062375798 0.0016447205467846806 0.0017821352959111053
leaf_count=561 133 370 113 886 801 257
internal_value=0 3.57064e-05 9.41506e-05 0.000174817 0.00025896 0.000433749
internal_weight=0 0.00760934 0.00653567 0.00553129 0.00445983 0.00281511
internal_count=3121 2988 2618 2057 1944 1143
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=6
num_cat=0
split_feature=16 1 3 2 52
split_gain=1.15423e-05 2.30939e-05 5.41985e-05 3.16551e-05 3.49964e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0098190169497980977 -0.011968290004602193 0.020243422736875693 -0.008373827723001416 -0.018093287752011817 0.010881914269692294
leaf_weight=0.001038509498891978 0.0010881025562040764 0.001620460700164169 0.0011186849715620188 0.0010681919108719499 0.0017454214811758388
leaf_count=130 461 428 177 435 1490
internal_value=0 0.00151783 0.00855595 -0.00342319 0.0021072
internal_weight=0 0.00664086 0.00273915 0.00390172 0.00283352
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=2.90888e-05 5.46646e-05 5.40218e-05 5.72259e-05 4.91091e-05 3.12513e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00052030677546171546 -0.00031197758888496408 -0.00037202688568630866 0.0001431305351863158 0.00045474138595187272 -0.00041609882558063033 7.0099750449286976e-05
leaf_weight=0.0011387140160143533 0.0010244829776860573 0.0016043600236029152 0.001396445951087067 0.0010148504750495816 0.001063525691455581 0.0012364796721773728
leaf_count=966 208 860 228 230 311 318
internal_value=0 4.03963e-05 -7.4427e-05 6.29778e-05 -9.86425e-05 0.000285938
internal_weight=0 0.00745438 0.00507918 0.00347482 0.00245997 0.00237519
internal_count=3121 2913 1629 769 539 1284
is_linear=0
shrinkage=0.00196078


Tree=8328
num_leaves=7
num_cat=0
split_feature=13 3 48 42 16 4
split_gain=2.78849e-05 3.75008e-05 4.84927e-05 5.90378e-05 5.83452e-05 6.1421e-05
threshold=-0.15078499999999997 0.11296500000000002 0.088965000000000002 0.075730000000000006 -0.25582999999999995 -0.0035949999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0002381756231561667 0.00046865104712852065 -0.00037081105754984691 0.00040408167438698125 -0.00037526315533743039 -0.00044567571570138865 0.00021706899966901893
leaf_weight=0.001599464081939085 0.0010377150419531187 0.0011597602477212837 0.0010177209549172084 0.0015952307571990847 0.0010225106379090163 0.0011337503167660455
leaf_count=230 123 100 347 1290 797 234
internal_value=0 -4.89071e-05 1.53836e-05 -6.7216e-05 8.66381e-05 -9.72081e-05
internal_weight=0 0.00696669 0.00580693 0.00478921 0.00319398 0.00215626
internal_count=3121 2891 2791 2444 1154 1031
is_linear=0
shrinkage=0.00196078


Tree=8329
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.31723e-05 3.5279e-05 3.43393e-05 4.03357e-05 5.6373e-05
threshold=-0.23438999999999996 0.11296500000000002 0.092355000000000007 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.010549072439358863 -0.017647285330414878 -0.018509507659713282 -0.010059683043490805 0.019777799340274491 0.013154067252580892
leaf_weight=0.0010240450290804589 0.0011164649223879767 0.0010445584878188835 0.0017636850425318032 0.0014756094577257958 0.0012702384582120366
leaf_count=169 928 100 899 404 621
internal_value=0 -0.00163192 0.00150168 0.00678105 -0.00125435
internal_weight=0 0.00667056 0.005626 0.00386231 0.0023867
internal_count=3121 2952 2852 1953 1549
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=6
num_cat=0
split_feature=42 13 13 2 15
split_gain=1.76178e-05 2.3416e-05 2.71728e-05 4.15261e-05 4.37509e-05
threshold=0.092620000000000022 0.11217000000000001 -0.084034999999999985 0.11215000000000001 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00016596180100770765 -0.0002328434723442655 0.00026385520218620562 0.00031253246190628419 -0.00045486746319951484 -0.00019176469714624427
leaf_weight=0.0019446399970974677 0.001117133547796469 0.0013557138155267413 0.0010878385653986555 0.0010314150420507231 0.0016873147997859249
leaf_count=770 630 166 254 194 1107
internal_value=0 3.20404e-05 -2.26046e-05 -0.000118936 5.91587e-06
internal_weight=0 0.00710692 0.00575121 0.00380657 0.00277515
internal_count=3121 2491 2325 1555 1361
is_linear=0
shrinkage=0.00196078


Tree=8331
num_leaves=7
num_cat=0
split_feature=42 13 16 12 4 0
split_gain=1.485e-05 3.08134e-05 2.46011e-05 2.79159e-05 5.68369e-05 9.93576e-06
threshold=0.092620000000000022 0.11217000000000001 0.071345000000000006 0.081420000000000006 0.08184000000000001 -0.14723999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00019308930282129372 -0.00021093534017134225 0.0002994610529635726 -0.00027592980812931076 -0.00021668517013471441 -0.00019650533062851383 0.00046650434209286691
leaf_weight=0.0010011230016211492 0.0011077834737257411 0.0013523185444339215 0.0012254264437096662 0.0012166127170359585 0.0012621072025993038 0.0010437420566509648
leaf_count=129 630 166 401 1353 215 227
internal_value=0 3.31513e-05 -2.94917e-05 3.72677e-05 0.000130695 0.000332646
internal_weight=0 0.00710133 0.00574901 0.00452358 0.00330697 0.00204487
internal_count=3121 2491 2325 1924 571 356
is_linear=0
shrinkage=0.00196078


Tree=8332
num_leaves=7
num_cat=0
split_feature=42 49 1 1 15 12
split_gain=1.21059e-05 2.28265e-05 2.89331e-05 2.24361e-05 3.02571e-05 1.58577e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 0.111945 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0046330405210979328 -0.010033745555770289 -0.013024521260366788 -0.018878513604116069 0.016383144718017696 0.015732739854133392 -0.0013677043691624154
leaf_weight=0.0010499319575452632 0.0010422286171562429 0.0010413672041747297 0.0010436772059199935 0.001342744473222102 0.0011545125509071128 0.0010226029578885841
leaf_count=434 630 578 142 239 264 834
internal_value=0 0.00155697 -0.00708762 0.00552485 0.000994791 0.00770057
internal_weight=0 0.00665484 0.00209361 0.00456123 0.00321848 0.00217712
internal_count=3121 2491 576 1915 1676 1098
is_linear=0
shrinkage=0.1


Tree=8333
num_leaves=7
num_cat=0
split_feature=457 15 3 3 15 3
split_gain=1.8984e-05 2.89901e-05 3.56582e-05 6.8935e-05 6.2492e-05 6.00859e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.077774999999999983 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00031201792044756836 0.00023380707856867318 -0.00032950615211198563 -0.00051570040374911814 0.0002086656052651705 0.00042607210505487544 -0.00040726694778013214
leaf_weight=0.0012322076305881302 0.0011356978746753146 0.0011143813671679291 0.0010126891770891972 0.0011474539893665879 0.0012137031366929777 0.0012974597435867182
leaf_count=200 289 1167 645 513 122 185
internal_value=0 -3.94452e-05 1.53084e-05 -6.29583e-05 6.23587e-05 -0.000118196
internal_weight=0 0.0070179 0.00590351 0.00467131 0.00365862 0.00244491
internal_count=3121 2832 1665 1465 820 698
is_linear=0
shrinkage=0.00196078


Tree=8334
num_leaves=7
num_cat=0
split_feature=3 2 48 2 4 4
split_gain=2.42343e-05 2.23664e-05 4.0233e-05 5.82956e-05 3.58055e-05 8.74163e-05
threshold=0.13524500000000003 0.11548000000000001 0.091150000000000023 -1.0000000180025095e-35 -0.0016099999999999997 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00025373550971362054 0.00023780678506720761 0.00021655577352986522 0.00026040020795270647 -0.00049891870429926691 -0.00048373590744628478 0.00029128850937508661
leaf_weight=0.0010041203903739674 0.0013694562546910346 0.0010482981913900995 0.0010192169408159476 0.0010837145485673005 0.0017558652371525247 0.0010693120821245366
leaf_count=153 192 328 263 236 502 1447
internal_value=0 -4.74723e-05 -9.41294e-05 -0.000167677 -0.00027593 -0.000106458
internal_weight=0 0.00698053 0.00593223 0.00491301 0.00390889 0.00215303
internal_count=3121 2929 2601 2338 2185 1683
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.37004e-05 2.65802e-05 2.69785e-05 3.77518e-05 2.51564e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.03241999999999999 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010452738071584334 -0.0100921766773966 0.017759310991145319 -0.0013147784761216189 -0.010601514386325084 0.019897420497777221
leaf_weight=0.0010807021075854434 0.0014852686770678008 0.0012674453427838623 0.00110761224829109 0.0016345469771664261 0.0011289311033711039
leaf_count=862 828 482 107 601 241
internal_value=0 0.00169045 0.00509617 0.000950089 0.00939242
internal_weight=0 0.0066238 0.00513854 0.00387109 0.00223654
internal_count=3121 2259 1431 949 348
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=6
num_cat=0
split_feature=457 0 43 49 15
split_gain=1.30909e-05 2.43929e-05 2.77108e-05 3.9505e-05 3.18524e-05
threshold=0.045365000000000009 0.041630000000000007 -0.13868499999999997 -0.006494999999999999 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019695407705473261 0.010294804241283127 0.0094837251632832551 -0.018069722768249096 -0.0037168780723619566 0.017234836533090277
leaf_weight=0.0010217387012320077 0.0010623505691006807 0.0015148464861010251 0.001044519703596061 0.0018582068065769225 0.0011904779884899864
leaf_count=273 289 229 334 863 1133
internal_value=0 -0.00166225 -0.00496326 -0.00128584 0.00446454
internal_weight=0 0.00662979 0.00511494 0.0040932 0.00304868
internal_count=3121 2832 2603 2330 1996
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=6
num_cat=0
split_feature=150 1 42 0 2
split_gain=2.02872e-05 3.15028e-05 3.32154e-05 4.89897e-05 3.90315e-05
threshold=0.081835000000000019 0.12500000000000003 0.086665000000000006 0.041630000000000007 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=8.5593751931456097e-05 0.00017198837736308659 0.000236575256034738 -0.00042553083218964974 0.0002719793967959836 -0.00038098167402356701
leaf_weight=0.001184542790446315 0.0019595942044027407 0.0011583440269587984 0.0010889681352796339 0.0013152528628362359 0.0016489005095437844
leaf_count=392 420 227 921 167 994
internal_value=0 -5.60418e-05 -0.000120756 -4.07573e-05 -0.000185926
internal_weight=0 0.00639601 0.00523766 0.0041487 0.00283344
internal_count=3121 2701 2474 1553 1386
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=2.13168e-05 5.60055e-05 5.13549e-05 3.74043e-05 5.45494e-05 3.72683e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00052731171098859713 -0.00027683577125897093 -0.0003803509526805357 0.00016563781840037541 0.00034892451067517909 -0.00042318247886886056 3.8050246290776005e-05
leaf_weight=0.0011459009547497415 0.0010263292689765115 0.0016172403058078754 0.0013870374240907651 0.00106363213576691 0.0010727282050269928 0.0012531917104010673
leaf_count=966 208 860 213 276 280 318
internal_value=0 2.43677e-05 -9.10793e-05 4.16965e-05 -9.11526e-05 0.000271741
internal_weight=0 0.00753973 0.00514064 0.0035234 0.00245977 0.00239909
internal_count=3121 2913 1629 769 493 1284
is_linear=0
shrinkage=0.00196078


Tree=8339
num_leaves=7
num_cat=0
split_feature=151 4 48 15 2 4
split_gain=1.97445e-05 5.82913e-05 3.29744e-05 3.7889e-05 3.31552e-05 2.73489e-05
threshold=-0.08323499999999999 0.36766000000000004 0.091545000000000015 -0.016799999999999995 0.10097500000000002 -0.084134999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00025893288024784214 -0.00036685492731108009 0.00037684995903921589 0.00023077849825476661 -7.6754171220493191e-05 -0.0002764930561202115 0.00037922467576956796
leaf_weight=0.0010025657708914153 0.0016547959253677379 0.0015212433548421611 0.001248711509807386 0.0010229374700318869 0.0010824641878033388 0.0010002014865363351
leaf_count=373 721 287 276 440 244 780
internal_value=0 3.39796e-05 -5.28201e-05 -0.000127211 4.80594e-07 0.000148673
internal_weight=0 0.00753035 0.00600911 0.0047604 0.0031056 0.00202314
internal_count=3121 2748 2461 2185 1464 1220
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=6
num_cat=0
split_feature=42 13 13 4 4
split_gain=1.18251e-05 2.59316e-05 2.49994e-05 3.19107e-05 4.63156e-05
threshold=0.092620000000000022 0.11217000000000001 -0.084034999999999985 -0.033174999999999989 0.08184000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0080508340633574649 -0.0098870559630614106 0.014429652915942864 -0.020869075740599968 0.013227842581674826 -0.013872297789798101
leaf_weight=0.0018231136237512897 0.0010500127216156304 0.0012632485195806483 0.0010624694676562205 0.0012719116513129609 0.0012508389170216357
leaf_count=770 630 166 799 536 220
internal_value=0 0.00152973 -0.00148337 -0.00633158 -0.000209043
internal_weight=0 0.00667158 0.00540833 0.00358522 0.00252275
internal_count=3121 2491 2325 1555 756
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.11122e-05 2.51722e-05 3.01508e-05 5.0658e-05 2.03402e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.097845000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.009417389688918797 0.012145766508266756 -0.0051628424863046371 -0.025742042346888719 0.0046466366983861085 0.012207525014877809
leaf_weight=0.0010819083118936241 0.0016666129872780393 0.001165113989469945 0.001116417691816043 0.0010784775656883187 0.0015996718113522232
leaf_count=862 903 150 641 328 237
internal_value=0 0.00151328 -0.00205958 -0.0108103 0.00488744
internal_weight=0 0.00662629 0.00495968 0.0021949 0.00276479
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=7
num_cat=0
split_feature=11 48 0 2 43 3
split_gain=2.26563e-05 6.18437e-05 9.8251e-05 4.77639e-05 5.81934e-05 3.64687e-05
threshold=0.078340000000000007 0.082620000000000013 -0.18901999999999997 0.11237500000000002 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00010135467414068291 -0.00027395014162823677 -9.5368611807913954e-05 0.00075774962067276107 0.00031272300925676457 -0.00061275612434161339 -0.00014548948410773112
leaf_weight=0.0018949436436129868 0.0010391286683361124 0.0010580570096032638 0.0010187383594579191 0.0010043006778365773 0.0011425048146632389 0.0014663835346127743
leaf_count=828 208 79 475 343 1009 179
internal_value=0 3.47732e-05 0.000323115 -7.39435e-05 -0.000160166 -0.000350119
internal_weight=0 0.00758493 0.0020768 0.00550813 0.00450383 0.00260889
internal_count=3121 2913 554 2359 2016 1188
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=7
num_cat=0
split_feature=2 2 150 16 3 3
split_gain=1.29693e-05 2.13737e-05 2.32822e-05 3.00375e-05 4.23909e-05 2.90247e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.083095000000000016 -0.008904999999999998 0.095270000000000007 -0.013929999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.010561220960553669 -0.01350653430413839 0.0027568911164407746 0.013250381075503598 0.017535977106663644 -0.025412684935746194 -0.0059129313233111536
leaf_weight=0.0010069184277908538 0.0012326242840737895 0.0011122274683600364 0.0012194608275394783 0.0010763686080671726 0.0010279312816411086 0.001035862898511569
leaf_count=199 541 1198 313 579 124 167
internal_value=0 -0.00161029 0.00106953 -0.00242358 -0.0107731 0.00603636
internal_weight=0 0.00670448 0.00547185 0.00425239 0.00214016 0.00211223
internal_count=3121 2922 2381 2068 1322 746
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=7
num_cat=0
split_feature=3 51 51 0 43 0
split_gain=1.71253e-05 2.17637e-05 2.11881e-05 5.98458e-05 4.85968e-05 2.94018e-05
threshold=0.13524500000000003 0.087505000000000013 -0.031924999999999995 -0.17169499999999996 -0.084004999999999982 -0.047369999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00020609104733656402 0.00019995358991578191 -0.00030197924769758257 0.00049314538197985222 0.00025470114489459776 -0.00047476583577301133 -2.0733592813303322e-05
leaf_weight=0.0013960367186401324 0.0013491660714010671 0.0010469583991305036 0.0010007602321311028 0.0012710040467133047 0.0010023004210246084 0.0012107408051539568
leaf_count=604 192 373 98 505 1227 122
internal_value=0 -4.15117e-05 4.85896e-06 7.05238e-05 -5.08704e-05 -0.000226368
internal_weight=0 0.0069278 0.00588084 0.00448481 0.00348405 0.00221304
internal_count=3121 2929 2556 1952 1854 1349
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=7
num_cat=0
split_feature=1 47 15 13 0 16
split_gain=2.82347e-05 3.30899e-05 9.39157e-05 4.15439e-05 4.10312e-05 2.71549e-05
threshold=0.12500000000000003 0.092530000000000015 -0.03241999999999999 0.0076650000000000008 -0.15202999999999997 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=2.9993204416130262e-05 0.0002264680229745299 -0.00037291584200699156 0.00011504959191894533 -0.00052710179397468361 0.00053478485232113344 -0.00030880196842446268
leaf_weight=0.001204254155835794 0.0016329110455535331 0.0010951323305847804 0.0013683243783283333 0.001090867247271728 0.0012740444207017185 0.0010101685000967549
leaf_count=108 279 269 1137 295 793 240
internal_value=0 -5.96991e-05 -2.02699e-06 -0.000210274 0.000289497 -6.49642e-05
internal_weight=0 0.00704279 0.00594766 0.00346936 0.0024783 0.00237849
internal_count=3121 2842 2573 1672 901 1377
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=6
num_cat=0
split_feature=3 16 12 4 1
split_gain=1.356e-05 1.73051e-05 3.72839e-05 4.29808e-05 3.27382e-05
threshold=0.13524500000000003 -0.15241499999999997 0.051320000000000005 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.014922049597764001 0.0094367885906196658 -0.01040680626032219 -0.017799238578241706 0.016459887514326327 -0.0082916248657037752
leaf_weight=0.0013804455785197732 0.0012660417256347986 0.0012966014479873699 0.0015946614887575694 0.001101138853374877 0.0010850624420690065
leaf_count=271 192 306 2050 152 150
internal_value=0 -0.00188149 -0.00594946 0.00193146 0.00470578
internal_weight=0 0.00645791 0.0039924 0.00239774 0.00246551
internal_count=3121 2929 2508 458 421
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=7
num_cat=0
split_feature=15 1 52 47 3 4
split_gain=2.13623e-05 3.06632e-05 3.58007e-05 5.65532e-05 4.48699e-05 5.93575e-05
threshold=-0.24436499999999997 0.12811000000000003 -0.087769999999999987 0.090280000000000013 0.090900000000000009 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00015462041706025941 -0.00051795575665313008 0.00018069865280579827 7.2177514565882278e-05 -0.00052075353061968989 0.00028027632700428735 -0.0005311975809574645
leaf_weight=0.0011974031179450883 0.0010150996039679306 0.0010520287012540834 0.0016489907483048483 0.0010458328675341175 0.0013634087002539867 0.0010112688740338122
leaf_count=253 629 117 1376 200 123 423
internal_value=0 -0.000128398 -0.000181841 -0.000114539 -8.9551e-06 -0.000157189
internal_weight=0 0.00713663 0.0060846 0.0050695 0.00402367 0.00266026
internal_count=3121 2868 2751 2122 1922 1799
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=6
num_cat=0
split_feature=3 3 1 3 16
split_gain=1.99775e-05 2.15e-05 3.43889e-05 4.70703e-05 2.41438e-05
threshold=0.13524500000000003 0.083060000000000009 0.077845000000000011 -0.13309499999999996 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00021255580621040501 0.00021443716014074685 -3.132617008783515e-06 -0.0001428910601640258 0.00033269884237798793 -0.00043010110399556445
leaf_weight=0.0015821532286240509 0.0013638446215052669 0.0010287905221564309 0.0013507090828483964 0.0019627056550973222 0.0010081520819552525
leaf_count=1606 192 84 250 845 144
internal_value=0 -4.51698e-05 2.52657e-05 0.000138825 -0.000214454
internal_weight=0 0.00693251 0.00489557 0.00331341 0.00203694
internal_count=3121 2929 2701 1095 228
is_linear=0
shrinkage=0.00196078


Tree=8349
num_leaves=6
num_cat=0
split_feature=15 52 16 15 49
split_gain=1.19673e-05 2.30396e-05 3.97896e-05 4.48248e-05 4.37474e-05
threshold=-0.24436499999999997 0.10744000000000002 0.16703000000000004 -0.095869999999999983 -0.052259999999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.009470058981349512 -0.014745600630127711 0.011770091831421548 -0.021117045145557872 -0.0092334834955701394 0.01586122048366527
leaf_weight=0.0011172210835047785 0.0014119492415465675 0.0010626959787057837 0.0011226522834377412 0.0010844401047344937 0.0019328730229294323
leaf_count=253 306 483 441 271 1367
internal_value=0 -0.00171961 -0.00430168 -3.9617e-05 0.00684204
internal_weight=0 0.00661461 0.00555191 0.00442926 0.00301731
internal_count=3121 2868 2385 1944 1638
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=8
num_cat=0
split_feature=159 2 12 15 150 0 16
split_gain=9.43404e-05 4.58305e-05 6.16851e-05 6.6855e-05 5.22782e-05 7.95605e-05 3.38318e-05
threshold=-1.0000000180025095e-35 0.088930000000000023 0.098330000000000015 -0.024814999999999997 0.083895000000000011 -0.14920999999999998 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=-0.00055760795034052861 -0.00065348995406267775 -0.00038013080219754803 0.00027281331139631184 4.5193422839373852e-05 0.00054531827537381537 0.00044810327486339175 -8.1819635860076686e-06
leaf_weight=0.0010413540536113952 0.001063525362731499 0.0010567599044187075 0.0010575069353118069 0.0010428458236139949 0.0011974289251160068 0.0015062940771711948 0.0010675361239708709
leaf_count=509 384 102 127 804 218 664 313
internal_value=0 6.98385e-05 -0.000113586 -0.000307578 0.000190039 7.28625e-05 0.000258852
internal_weight=0 0.0079919 0.00316388 0.00210637 0.00482802 0.00363059 0.00257383
internal_count=3121 2612 1315 1188 1297 1079 977
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=6
num_cat=0
split_feature=15 1 42 3 2
split_gain=1.83781e-05 2.32025e-05 2.91652e-05 2.95473e-05 4.22497e-05
threshold=-0.24436499999999997 0.12811000000000003 0.075730000000000006 -0.016324999999999996 0.097845000000000015
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00022251664732875367 0.00025635181570012473 0.00022976753377081362 -0.00028780198789459845 -0.0003411009408691854 0.00013629114194271342
leaf_weight=0.0011990524698364813 0.0012574402178232185 0.0010438924867896765 0.0019002649761867456 0.0014378652820450605 0.0014133151598079655
leaf_count=253 939 117 1409 215 188
internal_value=0 -4.00601e-05 -8.69359e-05 5.96605e-06 -0.00010446
internal_weight=0 0.00705278 0.00600889 0.00410862 0.00285118
internal_count=3121 2868 2751 1342 403
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=7
num_cat=0
split_feature=52 13 12 1 48 2
split_gain=1.3098e-05 2.16481e-05 2.56201e-05 6.75878e-05 4.56428e-05 2.71026e-05
threshold=0.11434500000000002 -0.17933499999999997 0.096210000000000004 0.11181500000000001 0.083985000000000018 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.014860642325406634 -0.010454564061946007 0.0062545453745234949 0.011562226104758069 -0.026928587343519494 0.01895553029865003 -0.015826471003218576
leaf_weight=0.0010318921156475657 0.0010538079000377435 0.0010146593334788851 0.0012793692400258991 0.0010299095566959618 0.0011090885547834209 0.0012293624525915698
leaf_count=148 501 766 466 207 330 703
internal_value=0 0.00153953 -0.000888058 -0.0045222 0.00235994 -0.00584229
internal_weight=0 0.00669428 0.00566239 0.00438302 0.00335311 0.00224402
internal_count=3121 2620 2472 2006 1799 1469
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=6
num_cat=0
split_feature=15 151 43 2 12
split_gain=1.58782e-05 2.8792e-05 3.48666e-05 3.95292e-05 3.52293e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.074359999999999996 0.097845000000000015 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.00020599003817224263 0.00020631692303702462 -0.00014612877174950952 -0.00045115634494601807 -3.289869206182613e-05 0.00035317325171504874
leaf_weight=0.0011916316877350073 0.0014678974675255132 0.0011336406438191538 0.001591142275200871 0.0019134638499532786 0.0010432950636460798
leaf_count=253 516 477 1097 429 349
internal_value=0 -3.8485e-05 -0.000101733 -0.000222794 9.31614e-05
internal_weight=0 0.00714944 0.00568154 0.00350461 0.00217694
internal_count=3121 2868 2352 1526 826
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.15413e-05 2.64964e-05 4.51183e-05 3.83942e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018857080757359378 0.0078511250103648969 -0.012095676127792684 0.0074991247838929499 -0.014296042074428854
leaf_weight=0.0011910860043346989 0.0014815677072832099 0.0018275466594554583 0.0015448665963886802 0.0016950945450837057
leaf_count=160 279 1443 488 751
internal_value=0 -0.00196418 0.00221447 -0.00390375
internal_weight=0 0.00625859 0.00443105 0.00323996
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=6
num_cat=0
split_feature=16 13 1 1 49
split_gain=1.19774e-05 4.48295e-05 3.58819e-05 2.09176e-05 2.00384e-05
threshold=0.0039400000000000008 0.038215000000000006 0.08592000000000001 0.11212500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01980797140621408 -0.0047523795370476686 0.02158489007632983 0.017308059111997422 -0.0068384290786780225 -0.0017465909015285796
leaf_weight=0.0010120755838234213 0.0017059289572831573 0.0010404543306157287 0.0011026581691468301 0.0017625456186909578 0.001104951029240559
leaf_count=1352 640 188 196 325 420
internal_value=0 0.00522537 -0.00299971 0.00128507 0.00777084
internal_weight=0 0.00274638 0.00498223 0.00397015 0.00220761
internal_count=3121 828 2293 941 616
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=6
num_cat=0
split_feature=3 3 0 3 16
split_gain=1.13713e-05 2.40193e-05 3.03445e-05 2.66867e-05 1.72809e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 -0.16927999999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0031403126901895419 0.0085965237880363792 -0.011150263344705006 -0.0005773090750665254 0.020709658553412901 -0.014712567735657954
leaf_weight=0.0010239440070129449 0.0012659191077889998 0.0019179180508212563 0.0011779955761859473 0.001177747327718465 0.001152393393077224
leaf_count=244 192 228 172 278 2007
internal_value=0 -0.00176958 0.00220021 0.0100651 -0.00631297
internal_weight=0 0.00645 0.00453208 0.00235574 0.00217634
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=7
num_cat=0
split_feature=4 151 0 2 15 3
split_gain=2.01685e-05 3.82049e-05 4.10425e-05 2.49206e-05 4.3849e-05 2.75511e-06
threshold=0.36766000000000004 -0.016164999999999995 -0.14794999999999997 0.10097500000000002 -0.037864999999999989 -0.072624999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00028049626494564987 0.0001708994871104841 -0.00046324627294221121 -0.00026479089952329102 -0.00024859718210101209 0.00015806032016687976 0.00030286481327573204
leaf_weight=0.0010827683714416106 0.0019226230497813874 0.001090606456508136 0.0010456697919117904 0.0014807128137319207 0.0010192869105635919 0.0010015352312961519
leaf_count=461 328 157 503 500 1008 164
internal_value=0 -5.68482e-05 -0.000121637 -3.97049e-05 6.11626e-05 0.000229827
internal_weight=0 0.00672058 0.00563781 0.0045472 0.00306649 0.00202082
internal_count=3121 2793 2332 2175 1675 1172
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=5
num_cat=0
split_feature=52 13 13 2
split_gain=1.08074e-05 2.03869e-05 1.63367e-05 3.1517e-05
threshold=0.11434500000000002 -0.084034999999999985 0.05868000000000001 0.084245000000000014
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0099148063574325523 -0.0095036000550153404 0.0074287733307946916 0.0054336071990103247 -0.014341562375988093
leaf_weight=0.0019836693735535565 0.0010487541927043167 0.001020695208923571 0.0017608521917526778 0.0019081807848822718
leaf_count=776 501 506 347 991
internal_value=0 0.00141632 -0.00217838 -0.00675473
internal_weight=0 0.0066734 0.00468973 0.00292888
internal_count=3121 2620 1844 1497
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=7
num_cat=0
split_feature=4 160 4 1 16 47
split_gain=2.91531e-05 3.83995e-05 4.32682e-05 8.11325e-05 6.2033e-05 9.82745e-05
threshold=-0.46376499999999993 -1.0000000180025095e-35 -0.080924999999999983 0.094385000000000011 -0.5315899999999999 0.086785000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.00030369552997361993 -0.00021832517921066254 0.00046926865326075236 -0.00039789699867970676 -0.00020929879089263143 0.0007570145602216568 -1.9595115883739638e-05
leaf_weight=0.0010595634425987965 0.0016762098054272463 0.0010972882205861718 0.0012245757640918183 0.0010662706512311881 0.0012110039855405248 0.0012978521340826987
leaf_count=183 921 545 912 95 343 122
internal_value=0 4.35557e-05 0.000117995 3.76881e-05 0.000186888 0.000355268
internal_weight=0 0.0075732 0.00589699 0.0047997 0.00357513 0.00250886
internal_count=3121 2938 2017 1472 560 465
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=7
num_cat=0
split_feature=52 160 16 151 4 1
split_gain=1.14873e-05 3.21604e-05 5.55019e-05 2.21534e-05 2.75925e-05 6.01112e-07
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 -0.0033899999999999994 0.24564500000000003 0.087135000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.014259982887306913 0.0086656467919926303 -0.0089855338906827762 -0.019810528866758603 -0.00266881454035679 0.019058628989216276 -0.016346494355669493
leaf_weight=0.0010495533135002387 0.0012627410214790689 0.0010761624737400197 0.0010010747801990987 0.001152305778743418 0.0011861294904841929 0.001002710041576
leaf_count=485 553 156 470 882 189 386
internal_value=0 -0.0017618 -0.00486525 0.00288784 0.00835204 -0.0180771
internal_weight=0 0.00646794 0.00541838 0.0034146 0.00233844 0.00200378
internal_count=3121 2568 2083 1227 1071 856
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=7
num_cat=0
split_feature=457 15 52 52 1 0
split_gain=1.11215e-05 2.63172e-05 3.23938e-05 3.86962e-05 5.39081e-05 8.12453e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.081934999999999994 0.10744000000000002 0.094385000000000011 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.01528224312180365 0.0094579427877657385 -0.01606654562694752 -0.025397578912694976 0.014022270782564825 -0.017780597556174477 0.021194093956771329
leaf_weight=0.0012590288002791005 0.0010605269555737451 0.0010537858449543441 0.001175233886830157 0.001027361640329104 0.0010948886894654158 0.0010456480498782675
leaf_count=567 289 1167 461 297 130 210
internal_value=0 -0.00156826 0.00115891 -0.00293529 -0.00818944 0.00125846
internal_weight=0 0.00665595 0.00560216 0.00434313 0.00331577 0.00214054
internal_count=3121 2832 1665 1098 801 340
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.2767e-05 2.32348e-05 5.23258e-05 4.15551e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0084058802347694358 -0.010295973889830147 -0.0059737240767114164 -0.015079113673334777 0.018553265474947338
leaf_weight=0.0018634288531874941 0.0010498558707190374 0.0011787711842315919 0.0019326853387359455 0.0016685833599814151
leaf_count=882 501 751 333 654
internal_value=0 0.00157096 -0.00355085 0.00839938
internal_weight=0 0.00664347 0.00379611 0.00284735
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=6
num_cat=0
split_feature=2 13 43 0 16
split_gain=1.21353e-05 2.24775e-05 1.86784e-05 3.55974e-05 1.08114e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.11991499999999998 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0046473924124409002 0.015466682723230103 0.005237162402679128 0.0055909049705815447 -0.018122489535580238 -0.0090256606494757471
leaf_weight=0.0017052795661825202 0.0011972737053923682 0.001098842721151177 0.0010453541905212614 0.0016049697504403823 0.001029267720498551
leaf_count=936 200 257 166 1100 462
internal_value=0 0.0045056 -0.0035165 -0.00876933 -0.0016611
internal_weight=0 0.00332538 0.0043556 0.00265032 0.00212811
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=6
num_cat=0
split_feature=4 151 0 1 4
split_gain=2.53548e-05 3.85727e-05 4.24389e-05 3.07461e-05 5.71418e-05
threshold=0.36766000000000004 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00029444660233396446 0.00020244981905444788 -0.00046458920254934845 6.8082815480109536e-05 0.00023701989817132498 -0.00047452517840287006
leaf_weight=0.0010153686996113524 0.0018735022966086404 0.0011068355601120405 0.0019992008721623779 0.0011712853689420043 0.0011905244573128613
leaf_count=455 328 162 757 138 1281
internal_value=0 -5.65239e-05 -0.000121698 -3.46719e-05 -0.000134439
internal_weight=0 0.00648321 0.00546785 0.00436101 0.00318973
internal_count=3121 2793 2338 2176 2038
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=7
num_cat=0
split_feature=1 3 3 47 15 3
split_gain=2.7546e-05 5.61882e-05 5.32293e-05 5.88062e-05 6.60045e-05 3.56688e-05
threshold=0.094385000000000011 -0.083924999999999986 -0.13309499999999996 0.092530000000000015 -0.07490999999999999 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.00016204532113746732 -0.00027303206886279441 -0.00056845430377660546 0.0007025970521784675 -9.4725475412331612e-05 3.2756749580339811e-05 -7.0675862227794002e-05
leaf_weight=0.0015662733569604564 0.0011268061640882102 0.001123397479595827 0.0012881714307240309 0.0014606827368112683 0.0010082502683500701 0.0010908693215129694
leaf_count=924 165 1165 334 190 254 89
internal_value=0 -0.000122176 0.000100754 0.000212858 0.000408502 -0.000323221
internal_weight=0 0.00378054 0.00488391 0.0037571 0.00229642 0.00221427
internal_count=3121 2178 943 778 588 1254
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 2
split_gain=2.40405e-05 4.19721e-05 4.64284e-05 4.98986e-05 3.81675e-05 3.59349e-05
threshold=0.078340000000000007 -0.04890499999999999 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-3.1124973734016144e-05 -0.00028846215410392224 -0.00034885141185345326 0.00011726672773727182 0.00041938885254516454 -0.0003837249739875492 0.00045078082903107026
leaf_weight=0.0010491738961528963 0.0010363062409611216 0.0015911653649587887 0.0013574260594261282 0.0010217426576188036 0.0010269551617214092 0.0013740124029870578
leaf_count=387 208 823 196 276 232 999
internal_value=0 3.03569e-05 -7.23313e-05 5.68447e-05 -9.85109e-05 0.000242129
internal_weight=0 0.00742048 0.00499729 0.00340612 0.00238438 0.00242319
internal_count=3121 2913 1527 704 428 1386
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=5
num_cat=0
split_feature=15 151 16 13
split_gain=1.02668e-05 2.14508e-05 2.76453e-05 2.40351e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.084119999999999986 -0.0013449999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0088393973714523157 0.0096259744364403481 -0.013722551127615612 0.011351313202048791 -0.0060870164285256505
leaf_weight=0.0011140715172508605 0.0013649556131721686 0.0019919046478647688 0.001363746221467414 0.0018799190332577989
leaf_count=253 516 777 1055 520
internal_value=0 -0.00153893 -0.00444972 0.00124465
internal_weight=0 0.00660053 0.00523557 0.00324367
internal_count=3121 2868 2352 1575
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=6
num_cat=0
split_feature=12 51 2 12 1
split_gain=1.0039e-05 3.15118e-05 3.89128e-05 3.26172e-05 3.58697e-05
threshold=0.10016000000000001 -0.076794999999999988 0.086590000000000014 0.084290000000000018 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014046517384489886 -0.0070569053545440248 -0.0097503429356485191 -0.0047364402704051928 0.025651469922478 0.018625064072212847
leaf_weight=0.0010385715761793996 0.0016110087287595004 0.0013110297640764167 0.001643270037759304 0.0010074584789875477 0.0010953348655858052
leaf_count=456 440 1004 279 703 239
internal_value=0 0.00181915 0.00507747 0.0102668 0.00460725
internal_weight=0 0.00609566 0.00505709 0.00374606 0.0027386
internal_count=3121 2681 2225 1221 518
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=7
num_cat=0
split_feature=4 12 151 3 52 15
split_gain=1.34118e-05 3.39018e-05 3.4849e-05 6.01469e-05 5.60562e-05 3.16236e-05
threshold=0.24564500000000003 0.095330000000000012 -0.0052199999999999989 0.083060000000000009 0.083680000000000018 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2
right_child=5 -3 3 -5 -6 -7
leaf_value=0.00034191692099442124 0.0003064448171327721 -0.00036863650969976946 -0.00015827299443589224 -0.00039392745592287001 0.00046291210991662566 -0.00012838690447436384
leaf_weight=0.0010006308242461264 0.001459266537136128 0.0010746106782343282 0.0012195968967124229 0.0013784243706335582 0.0010304056889328694 0.0011495944060737982
leaf_count=432 266 600 846 183 634 160
internal_value=0 -5.48856e-05 1.795e-05 -7.13921e-05 0.000126203 0.000114836
internal_weight=0 0.00570367 0.00462906 0.00362843 0.00225 0.00260886
internal_count=3121 2695 2095 1663 1480 426
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.08259e-05 1.89966e-05 4.63407e-05 3.49008e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0080778812757345431 -0.0094569883730573866 -0.0055168249261387161 -0.013995153181973467 0.016962102866973954
leaf_weight=0.001867778546912326 0.0010523180922431818 0.0011801367600062717 0.0019380243060073889 0.0016653730574654462
leaf_count=882 501 751 333 654
internal_value=0 0.00145871 -0.00316234 0.00763927
internal_weight=0 0.00665131 0.0038058 0.00284551
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=6
num_cat=0
split_feature=1 13 48 0 12
split_gain=1.27413e-05 3.35726e-05 5.48217e-05 3.44406e-05 1.56706e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.018815222668504439 0.01378980356219324 -0.020403354227750178 0.01909444625107198 0.0019111232789876661 -0.0023312038336868093
leaf_weight=0.0010469003186645218 0.0012460188796569959 0.0010751775902736382 0.0012174882771725732 0.0019391089083903674 0.0011683873881588066
leaf_count=127 319 247 419 1862 147
internal_value=0 -0.00278133 0.0011853 -0.00604831 0.00598847
internal_weight=0 0.00527868 0.00423177 0.00301429 0.00241441
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=6
num_cat=0
split_feature=51 48 52 43 0
split_gain=1.2264e-05 2.86943e-05 4.05536e-05 4.90059e-05 5.19939e-05
threshold=0.08955500000000001 0.092065000000000022 -0.088204999999999992 -0.00067499999999999993 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012900033988448188 -0.0095547981177410944 -0.013910699335789556 -0.0062598980671067297 0.026329707290842875 -0.00094150306048133554
leaf_weight=0.0010807887786150397 0.0011487313654704005 0.001003048879665772 0.0014675455460503458 0.0018576119537123625 0.0011209872097513469
leaf_count=538 409 248 1265 591 70
internal_value=0 0.00164977 0.00447374 0.00869704 0.0160663
internal_weight=0 0.00652998 0.00552693 0.00444614 0.0029786
internal_count=3121 2712 2464 1926 661
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=6
num_cat=0
split_feature=43 43 12 2 0
split_gain=1.36955e-05 3.07328e-05 2.01947e-05 5.37411e-05 3.03728e-05
threshold=-0.04890499999999999 -0.13868499999999997 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0035818820618416952 -0.01822290991889056 0.01844397270693663 -0.015619964279001775 -0.0018231605382461854 0.018720784217663936
leaf_weight=0.0014707150846685676 0.0011458824912280036 0.0011128058522465445 0.0010195302526360668 0.0016132646928041646 0.0012991765247652163
leaf_count=321 781 1134 250 170 465
internal_value=0 0.00590536 -0.00303789 0.000122969 0.00734105
internal_weight=0 0.00258352 0.00507785 0.00405832 0.00291244
internal_count=3121 1455 1666 1416 635
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=7
num_cat=0
split_feature=52 0 2 0 16 0
split_gain=2.5469e-05 2.43746e-05 5.70422e-05 4.32802e-05 3.11358e-05 2.3794e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10855000000000002 -0.10151999999999999 0.023255000000000001 -0.23001499999999997
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=7.1496230310090085e-05 -0.00028301001934161738 0.00033861526065624725 0.00052106336234719879 -0.00034755074923922607 5.9229854503020627e-05 -0.00034797392964603827
leaf_weight=0.001013108852540856 0.0011226814727895908 0.0010797528565383726 0.001026014048432995 0.0012963985547896617 0.0016368539461025448 0.001067965640372889
leaf_count=95 501 183 425 1379 401 137
internal_value=0 3.47516e-05 0.000108479 2.99205e-06 -0.000120553 -0.000143767
internal_weight=0 0.00712009 0.00503902 0.00401301 0.00293325 0.00208107
internal_count=3121 2620 2388 1963 1780 232
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=7
num_cat=0
split_feature=3 0 2 43 3 2
split_gain=1.80115e-05 3.05192e-05 9.63517e-05 5.40011e-05 3.79492e-05 3.65169e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 -0.035139999999999991 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.00018481414609444876 0.00037657482243793266 -0.00064848254435685411 0.00018007438069958585 -0.00039156699703830547 0.00030946697094745199 -0.00019892270421421695
leaf_weight=0.0015865673576910969 0.0013269173138875452 0.0010935157734971873 0.0010652667637080771 0.0010878609656609925 0.0010940904202018237 0.0010788200383565461
leaf_count=303 1233 156 205 961 120 143
internal_value=0 -4.73733e-05 -0.000239625 4.30928e-05 -9.26123e-05 5.70585e-05
internal_weight=0 0.00674647 0.00215878 0.00458769 0.00326077 0.00217291
internal_count=3121 2818 361 2457 1224 263
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=7
num_cat=0
split_feature=2 13 151 4 43 1
split_gain=1.8673e-05 2.68431e-05 3.21809e-05 5.15907e-05 5.42475e-05 5.73211e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.0083949999999999979 0.24564500000000003 -0.050459999999999998 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.00023446367072704261 -0.00036154560531221204 0.00020791572790711881 0.00024917484950645559 0.00035207888727642922 -1.8784274063108652e-05 -0.00062123748919256337
leaf_weight=0.0011076264100142704 0.0013546752539235303 0.0013753137814891229 0.001001687811866929 0.0011019138731643381 0.0013366502411802687 0.0011126181404409296
leaf_count=199 459 205 808 222 818 410
internal_value=0 -3.88006e-05 -9.62378e-05 -1.72972e-05 -0.000135242 -0.000292458
internal_weight=0 0.00728286 0.00590755 0.00455287 0.00345096 0.00244927
internal_count=3121 2922 2717 2258 2036 1228
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=2 13 2 2 0
split_gain=1.38249e-05 2.44187e-05 2.77002e-05 4.22091e-05 4.19613e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.099185000000000009 0.11704500000000001 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.010887298123817404 0.0030683817137789667 0.010832527204499797 0.01258227674124528 -0.0122910844355407 -0.022726732479378481
leaf_weight=0.0010076888660468658 0.0010763960877575179 0.0012644792049497965 0.0016466867029057424 0.0011648518088715298 0.0015227817246832342
leaf_count=199 183 205 473 358 1703
internal_value=0 -0.00167872 -0.00460259 0.00227697 -0.0120442
internal_weight=0 0.0066752 0.00541072 0.00281154 0.00259918
internal_count=3121 2922 2717 831 1886
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=7
num_cat=0
split_feature=1 0 3 2 43 12
split_gain=2.66841e-05 4.54424e-05 5.13245e-05 5.84295e-05 3.34019e-05 1.513e-05
threshold=0.11323000000000001 -0.23001499999999997 0.0068900000000000012 0.083995000000000014 -0.090299999999999991 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=0.00029044164141231346 0.00030633894343708488 -0.0003972877939458435 -0.00046555206991539763 -9.9771598346463364e-05 0.00038393363975915915 9.2881048048856527e-06
leaf_weight=0.0010625783078362901 0.0013554413842445422 0.0010757852572014148 0.0014496664260623023 0.0010219960603027542 0.0011856080139435521 0.0012834404492030934
leaf_count=104 319 687 165 350 1349 147
internal_value=0 -7.59962e-05 -0.000158262 -2.25888e-05 0.000160005 0.000161866
internal_weight=0 0.00579563 0.00473306 0.00328339 0.0022076 0.00263888
internal_count=3121 2655 2551 2386 1699 466
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=6
num_cat=0
split_feature=1 13 48 0 12
split_gain=1.33242e-05 2.77726e-05 4.81544e-05 3.10424e-05 1.17959e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.017478288055260898 0.012912196774518523 -0.01965109939210662 0.017561462403251096 0.0015349393529150925 -0.0010812721907917631
leaf_weight=0.0010410125133013086 0.0012423907390754583 0.0010748740867565427 0.0012150547898208451 0.0019395658119571518 0.001169399252012533
leaf_count=127 319 247 419 1862 147
internal_value=0 -0.00284647 0.000754889 -0.00601947 0.00612721
internal_weight=0 0.00527051 0.00422949 0.00301444 0.00241179
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=6
num_cat=0
split_feature=4 1 16 4 52
split_gain=2.56381e-05 2.87695e-05 4.17796e-05 2.90194e-05 5.12999e-05
threshold=0.36766000000000004 0.11551000000000002 -0.094359999999999986 -0.011209999999999999 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00039270567522506626 0.0002017280257570902 0.00018423317199535476 -0.00043331153823606853 0.00026877058949253729 0.00014294665477873175
leaf_weight=0.0015755600889310836 0.0018942303907287733 0.0014614028402268183 0.0011112520236404722 0.0010276870414806633 0.00127585558993762
leaf_count=451 328 204 872 569 697
internal_value=0 -5.77237e-05 -0.00012858 -6.71402e-06 -0.000125314
internal_weight=0 0.00645176 0.00499035 0.00341479 0.00238711
internal_count=3121 2793 2589 2138 1569
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=2.03331e-05 3.86964e-05 3.86629e-05 5.25668e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00019905349783926794 0.00018661468661334687 -0.00026578149271647746 -0.00041740255645761131 0.000225958908494081
leaf_weight=0.0015704278425117194 0.0019112457340768217 0.0017385576515930592 0.0014001695394630816 0.0016095860973075339
leaf_count=303 843 789 295 891
internal_value=0 -4.89738e-05 -0.000143801 -2.93823e-05
internal_weight=0 0.00665956 0.00474831 0.00334814
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=6
num_cat=0
split_feature=51 48 47 1 49
split_gain=1.23018e-05 2.54625e-05 3.64249e-05 4.93752e-05 7.08245e-05
threshold=0.08955500000000001 0.092065000000000022 0.077555000000000013 1.0000000180025095e-35 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0042534743239916071 -0.0095474780279080785 -0.013008201201507223 -0.011540814949285856 0.0021140247202600208 0.035331312427330133
leaf_weight=0.0018006298789228869 0.0011534782147314526 0.0010028143447749233 0.0011489183043425664 0.0014027868517493781 0.0011833590768434992
leaf_count=1293 409 248 221 239 711
internal_value=0 0.00165358 0.00430963 0.00846093 0.0173135
internal_weight=0 0.00653851 0.00553569 0.00438678 0.00258615
internal_count=3121 2712 2464 2243 950
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=6
num_cat=0
split_feature=43 43 12 2 0
split_gain=1.32338e-05 3.1795e-05 2.45586e-05 4.46127e-05 3.32659e-05
threshold=-0.074359999999999996 -0.13868499999999997 0.098810000000000023 0.089885000000000007 -0.14226499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0033247572300446576 -0.015889158418084661 0.019755879112173899 -0.016387723216087523 -0.0024759268111254318 0.018855895647417967
leaf_weight=0.0014789483332659046 0.0011724408037703765 0.0010006874380152793 0.0010702215069130121 0.0016168613449441002 0.0013343571666231829
leaf_count=321 876 911 315 172 526
internal_value=0 0.00598972 -0.00289 0.000613089 0.00716899
internal_weight=0 0.00247964 0.00519388 0.00412366 0.00295122
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=6
num_cat=0
split_feature=160 4 16 12 4
split_gain=1.78513e-05 2.71843e-05 5.84502e-05 5.36505e-05 8.21692e-05
threshold=-1.0000000180025095e-35 0.24564500000000003 -0.5315899999999999 0.092355000000000007 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00017441503912063162 0.00037731990623339685 -9.2066352579661711e-05 0.00056134615005637694 -0.00042569842302433454 -0.00024593288171241546
leaf_weight=0.0018239951892937856 0.0017116770085409078 0.0010744125589390308 0.0010318313064646197 0.0010649649728466555 0.001549506395221698
leaf_count=970 940 99 206 639 267
internal_value=0 4.53515e-05 0.000228035 -4.35904e-05 8.11899e-05
internal_weight=0 0.00643239 0.00210624 0.00432615 0.00326118
internal_count=3121 2151 305 1846 1207
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=6
num_cat=0
split_feature=42 160 52 15 49
split_gain=4.11102e-05 5.26338e-05 5.38678e-05 8.08638e-05 6.27145e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.15026499999999995 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00034011712971751339 -0.00025756860661916751 0.00046922369874197824 0.00043113768470234853 0.00015663505665363986 -0.00040228742280334044
leaf_weight=0.0012222282390838522 0.001692240456836267 0.0011158793518052622 0.001684322493703554 0.0014250373804280173 0.001683846233538911
leaf_count=862 828 164 340 243 684
internal_value=0 4.73239e-05 0.000134639 1.64311e-05 -0.000146091
internal_weight=0 0.00760133 0.00590909 0.00422476 0.00310888
internal_count=3121 2259 1431 1091 927
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=7
num_cat=0
split_feature=2 13 13 1 4 16
split_gain=2.07111e-05 2.63378e-05 3.11592e-05 4.74742e-05 4.25763e-05 7.08172e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 0.083345000000000016 -0.031404999999999995 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=0.00025224495494218673 -0.00022649290523085369 0.00020558772598622897 -0.00053008072047942151 0.00034269374526959775 -0.00035958469252950562 0.00032025901991323988
leaf_weight=0.0010703433613545033 0.0010419567062403244 0.0013573207874493657 0.0011151731081031459 0.0012266293752235312 0.0013663043857723134 0.0010355859163264725
leaf_count=199 560 205 1030 299 327 501
internal_value=0 -4.02308e-05 -9.79001e-05 8.12675e-05 -0.000213467 -6.6467e-05
internal_weight=0 0.00714297 0.00578565 0.00226859 0.00351706 0.00240189
internal_count=3121 2922 2717 859 1858 828
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=6
num_cat=0
split_feature=2 4 49 2 2
split_gain=1.39697e-05 2.31181e-05 3.22451e-05 2.93786e-05 5.10987e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.0020949999999999996 0.10855000000000002 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.010928113753093348 -0.016374579997179284 0.011704426515131665 0.0064957102113708661 0.015108133203078231 -0.019970267632939284
leaf_weight=0.0010109829312400518 0.0015796087886811661 0.0010812355338599977 0.0017552596904332242 0.0010242716136921867 0.0012483474005144464
leaf_count=199 514 236 1276 332 564
internal_value=0 -0.00168396 -0.00426551 0.000483296 -0.00450398
internal_weight=0 0.00668872 0.00560749 0.00402788 0.00300361
internal_count=3121 2922 2686 2172 1840
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=6
num_cat=0
split_feature=151 4 15 2 52
split_gain=1.43746e-05 4.83241e-05 3.62184e-05 4.77782e-05 4.63304e-05
threshold=-0.081519999999999981 0.40473500000000007 -0.095869999999999983 0.10097500000000002 -0.078224999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00021456386181226614 -0.00035250399222827312 0.0003592112540404425 -0.00014168473072978944 -0.0002352227731484846 0.0003589061530704105
leaf_weight=0.0010506470000013765 0.0011890061312706049 0.0013939744514148813 0.0011203113530749128 0.001683440225091259 0.001944703025705785
leaf_count=415 293 265 310 493 1345
internal_value=0 3.06698e-05 -4.6464e-05 3.0168e-05 0.000175932
internal_weight=0 0.00733144 0.00593746 0.00474845 0.00306501
internal_count=3121 2706 2441 2148 1655
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=6
num_cat=0
split_feature=160 52 15 2 0
split_gain=1.24925e-05 2.41248e-05 3.96722e-05 4.62557e-05 2.74234e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 0.093175000000000022 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0076353345192167136 0.016343363975131999 0.015590899075516427 0.013948571840875421 -0.018576254867314797 -0.0080588131583337937
leaf_weight=0.0016851549337065109 0.0010528917385468697 0.0010869843304651423 0.0012063545335184189 0.0015996021719750465 0.0010670560386064711
leaf_count=970 214 233 132 598 974
internal_value=0 0.0021068 -0.000868695 -0.00554785 0.00361911
internal_weight=0 0.00601289 0.0049259 0.00387301 0.00227341
internal_count=3121 2151 1918 1704 1106
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.53821e-05 2.74485e-05 3.77898e-05 5.5267e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00017085291645158634 0.00015287894603646846 -0.00025561664771389084 -0.00039460879388551897 0.00025032335368050377
leaf_weight=0.001550425322853999 0.0019025020503228339 0.0017224840127382784 0.0014126851655488783 0.0016022403933067021
leaf_count=303 843 789 295 891
internal_value=0 -4.60583e-05 -0.00012595 -1.17957e-05
internal_weight=0 0.00663991 0.00473741 0.00332472
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.26718e-05 2.30517e-05 3.60875e-05 3.9661e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0075607952199538506 -0.010255474314271523 0.0086892266359972561 0.01607356268135085 -0.015249679896355575
leaf_weight=0.0019486552937543287 0.0010464758535071684 0.0015787903833211128 0.0018869173823023184 0.0012322421114813863
leaf_count=232 501 1525 686 177
internal_value=0 0.00158326 0.0053761 -0.00180461
internal_weight=0 0.00664661 0.00469795 0.00281103
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=7
num_cat=0
split_feature=2 13 13 0 1 16
split_gain=1.68063e-05 1.98084e-05 2.78604e-05 4.39545e-05 3.71441e-05 3.55237e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.11756999999999999 0.083345000000000016 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00022186905967777672 -0.00019064940383227153 0.00017461595341383243 -0.00027420789125512742 -0.00045513515089923512 0.00031141700544736801 0.00023948883337447408
leaf_weight=0.0010945465000463048 0.0010488269766324564 0.001355016514657411 0.0010167475816506063 0.0014806521898455102 0.0012320337508702306 0.0010541831117188254
leaf_count=199 560 205 124 1584 299 150
internal_value=0 -3.89437e-05 -8.85588e-05 -0.000197161 8.05477e-05 -1.27166e-05
internal_weight=0 0.00718746 0.00583244 0.00355158 0.00228086 0.00207093
internal_count=3121 2922 2717 1858 859 274
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=7
num_cat=0
split_feature=3 0 2 12 47 3
split_gain=2.39159e-05 2.55292e-05 8.6827e-05 5.29506e-05 5.60391e-05 5.64713e-05
threshold=-0.13927999999999999 -0.053834999999999994 0.096540000000000015 0.089410000000000003 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00021397843961123872 -0.00025244605080678817 -0.00062036237924172663 0.00016961639322853237 0.00042798127231925934 -0.00043775470612542847 0.00034764743529309939
leaf_weight=0.0015900338773454821 0.0010691153372353532 0.0010833563381058326 0.0010566306962062782 0.0010004865225141158 0.0011558387091804849 0.0013825883992651632
leaf_count=303 1134 156 205 938 202 183
internal_value=0 -5.33307e-05 -0.000230306 2.88572e-05 -8.18326e-05 8.59645e-05
internal_weight=0 0.00674802 0.00213999 0.00460803 0.00360754 0.0024517
internal_count=3121 2818 361 2457 1519 1317
is_linear=0
shrinkage=0.00196078


Tree=8394
num_leaves=6
num_cat=0
split_feature=52 3 12 15 48
split_gain=3.82562e-05 2.60748e-05 6.16124e-05 6.97704e-05 6.87148e-05
threshold=0.11434500000000002 -0.13309499999999996 0.097825000000000009 -0.016799999999999995 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016889391914523452 -0.0003353718855711437 -0.00055152039041811191 0.0004840503200179404 0.0002835626044551526 7.9587841831908336e-05
leaf_weight=0.0017289716371101712 0.0011887120543215999 0.0012108804932281861 0.0012879840849603919 0.0019255175172080002 0.0014667155542787082
leaf_count=275 501 563 334 1066 382
internal_value=0 4.28275e-05 0.000104965 -1.10529e-06 -0.000205816
internal_weight=0 0.00762007 0.0058911 0.00460311 0.0026776
internal_count=3121 2620 2345 2011 945
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=6
num_cat=0
split_feature=43 3 4 16 4
split_gain=1.12964e-05 3.05307e-05 2.08432e-05 2.94415e-05 2.30689e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.059649999999999988 -0.074319999999999983 0.26790000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0033055219955217896 -0.012892420051912157 0.018909674602641095 -0.016388434637211464 0.012838781446960929 0.003715962369871607
leaf_weight=0.0015923945779025195 0.0014547230434231772 0.0010116668759287096 0.0010714793480062132 0.0013724858612238762 0.0012213097326156652
leaf_count=1013 890 442 237 348 191
internal_value=0 0.00532499 -0.00276472 0.00125489 -0.00567934
internal_weight=0 0.00260406 0.00512 0.00366527 0.00229279
internal_count=3121 1455 1666 776 428
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=7
num_cat=0
split_feature=43 0 47 0 52 2
split_gain=1.98197e-05 3.81622e-05 3.42213e-05 6.54162e-05 6.25138e-05 3.02843e-05
threshold=-0.04890499999999999 -0.019414999999999998 0.092530000000000015 -0.092089999999999991 -1.0000000180025095e-35 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=-4.13755224766409e-05 -0.00010692933903389436 0.00043002094987760206 -0.00040011962109141901 -0.00050338013999399979 0.00050117253761510579 -2.7939633881538792e-05
leaf_weight=0.0018520068046100416 0.0012688974385433004 0.0010260832508757704 0.0010109588802635645 0.0010193750556783702 0.0013324725633483067 0.0010412276899645747
leaf_count=1309 177 146 163 748 272 306
internal_value=0 0.000126685 -7.30862e-05 -2.16826e-06 0.000204552 -0.000263139
internal_weight=0 0.00287809 0.00567293 0.00466197 0.00260137 0.0020606
internal_count=3121 1455 1666 1503 449 1054
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.67203e-05 2.87126e-05 3.21602e-05 3.62782e-05 5.21627e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.0020949999999999996 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00022797107839253383 -0.0003166084066958935 0.00024882475937194849 -0.0002599373873414107 -8.5733411122046604e-05 0.00044725290688882975
leaf_weight=0.0010860685546151012 0.0016935234256203937 0.0011646957260220961 0.0013843355353836484 0.0017879042389943531 0.0011666280916273637
leaf_count=199 514 236 770 282 1120
internal_value=0 -3.30307e-05 -8.74495e-05 1.99456e-06 0.000124722
internal_weight=0 0.00719709 0.00603239 0.00433887 0.00295453
internal_count=3121 2922 2686 2172 1402
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=7
num_cat=0
split_feature=151 4 2 1 4 16
split_gain=3.16086e-05 3.21167e-05 3.30247e-05 6.2962e-05 8.65014e-05 2.535e-05
threshold=-0.081519999999999981 0.36766000000000004 0.10097500000000002 0.080585000000000004 0.053180000000000012 -0.020119999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-0.00031453764102166038 0.00038854267273837116 0.00029463300104280775 -0.00044793816174121254 -0.0005293208607116285 0.00021704872459501576 -9.8717449320402144e-06
leaf_weight=0.0010915409925499045 0.0015602413973242672 0.0015442946772299074 0.0010013435012423046 0.001080200361220837 0.0013346065374671358 0.0010305809904700303
leaf_count=415 1158 274 256 593 110 315
internal_value=0 4.24312e-05 -2.24058e-05 8.15392e-05 -0.00011682 -0.000225753
internal_weight=0 0.00755127 0.00600697 0.00397505 0.00241481 0.00203192
internal_count=3121 2706 2432 1861 703 571
is_linear=0
shrinkage=0.00196078


Tree=8399
num_leaves=6
num_cat=0
split_feature=160 16 0 13 2
split_gain=1.08649e-05 2.41994e-05 3.65325e-05 4.92668e-05 3.34966e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.0076650000000000008 0.098035000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0071145570893228014 -0.0057815432858018484 -0.017495221998944554 0.027374719576086184 -0.0018837751171343229 0.0066676194777653477
leaf_weight=0.0016959479141208829 0.0014167105878910044 0.0012197255421357383 0.0013148115743776003 0.0010235076348339355 0.0010832626223035075
leaf_count=970 137 478 1009 183 344
internal_value=0 0.00194076 0.00689043 0.014568 -0.00612968
internal_weight=0 0.00605802 0.00375503 0.00233832 0.00230299
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=7
num_cat=0
split_feature=4 52 1 15 13 3
split_gain=2.05244e-05 5.41184e-05 4.75205e-05 4.04591e-05 3.01888e-05 2.37242e-05
threshold=0.0061450000000000003 -0.049749999999999996 0.086560000000000012 -0.055554999999999993 -0.029529999999999997 -0.075944999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 4 5 -1 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0002890262038704373 0.00036451774037867668 -0.00048053591432345444 -0.00047822310105887167 0.00017981902724591227 0.00015470408718883376 -8.7106764556435431e-05
leaf_weight=0.0010065713910520084 0.0011552306817290119 0.0011050688418211975 0.0014449407324391011 0.0011329090188777436 0.001422587556645451 0.0012624998713505096
leaf_count=841 218 161 763 186 630 322
internal_value=0 -3.47463e-06 -0.000196652 -0.00012492 -2.91646e-05 -0.000270741
internal_weight=0 0.00465571 0.0038741 0.00350048 0.00242916 0.00236757
internal_count=3121 887 2234 669 1471 483
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=6
num_cat=0
split_feature=42 43 160 15 0
split_gain=2.06165e-05 4.753e-05 4.0648e-05 4.43605e-05 6.56236e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -1.0000000180025095e-35 -0.03241999999999999 -0.18901999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00024695883308235693 0.00035873822989241158 -0.00034215968624613135 -0.00018558187041533712 -0.00019390315168373566 0.00042514929709149913
leaf_weight=0.0011996010651820809 0.0013788812232140733 0.0013672359034118779 0.0010875108085453 0.0018657597567625223 0.0017894558235006675
leaf_count=862 448 644 88 625 454
internal_value=0 2.99153e-05 -4.42926e-05 4.15767e-05 0.000194289
internal_weight=0 0.00748884 0.00610996 0.00474273 0.00287697
internal_count=3121 2259 1811 1167 542
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=6
num_cat=0
split_feature=0 0 150 15 1
split_gain=1.20414e-05 4.35935e-05 3.65933e-05 2.27602e-05 2.22654e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 -1.0000000180025095e-35 0.111945
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.013916280890766972 0.014525462674387946 -0.01955938037007993 0.017932083641953134 -0.0025682618455721163 0.0058283111326986889
leaf_weight=0.0012097157677973124 0.00133890854953619 0.0012245764416931289 0.0010522430327360869 0.0018624634291806109 0.0010819272416458061
leaf_count=287 259 1988 160 314 113
internal_value=0 -0.00341734 0.0024941 0.00458084 -0.00459449
internal_weight=0 0.00456846 0.00334389 0.00320137 0.00229164
internal_count=3121 2548 560 573 400
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=7
num_cat=0
split_feature=0 0 1 2 2 1
split_gain=2.88576e-05 6.86096e-05 4.13373e-05 7.95493e-05 3.73472e-05 3.21837e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.094385000000000011 0.11215000000000001 0.10097500000000002 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-0.00025366698171198774 0.00053072210264681235 -0.00053649677469320761 0.00053346831022545106 -0.00015518668041889346 -0.00016542434714717996 7.2773702521308911e-05
leaf_weight=0.0014033886755380007 0.001021153752480378 0.001095391201101319 0.0012023646030217341 0.0013909505512960134 0.0011318169164446423 0.001397453629835816
leaf_count=290 69 1936 146 176 311 193
internal_value=0 -0.000101746 1.74076e-05 0.000164101 0.000128553 0.000266123
internal_weight=0 0.0050921 0.0039967 0.00259332 0.00355042 0.00241861
internal_count=3121 2548 612 322 573 262
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=6
num_cat=0
split_feature=0 47 49 2 12
split_gain=1.56544e-05 3.71446e-05 3.44765e-05 0.000113048 2.63766e-05
threshold=-0.019414999999999998 0.092530000000000015 -0.066894999999999982 0.11215000000000001 0.080890000000000017
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.00027206724720267274 0.00036227021294819395 -0.00032057860326211097 0.00043072399711594422 -0.00034170287601412673 -3.6311091748564372e-05
leaf_weight=0.0010383073880320796 0.0010647226120576885 0.0015259476915929562 0.0019397601112376732 0.00116654742611398 0.0015939274116240089
leaf_count=272 193 310 1837 337 172
internal_value=0 -5.90395e-05 3.7253e-05 0.000140646 0.000123311
internal_weight=0 0.00567056 0.00414461 0.00310631 0.00265865
internal_count=3121 2756 2446 2174 365
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=6
num_cat=0
split_feature=16 3 0 4 48
split_gain=1.1204e-05 3.48367e-05 6.71908e-05 3.25736e-05 1.71762e-05
threshold=-0.008904999999999998 -0.13309499999999996 -0.11756999999999999 -0.10429499999999998 0.085485000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.019359388593745461 -0.0062345037361865724 -0.019337962504094058 0.017457852595951753 0.014155900470531328 -0.0011900716818987612
leaf_weight=0.0010397310327528459 0.0014885540639029166 0.0010376779309224145 0.0015139215687670336 0.0016539749672399397 0.0010484810633787475
leaf_count=156 287 194 1555 802 127
internal_value=0 -0.00323571 0.00142093 0.00449737 -0.010217
internal_weight=0 0.00463981 0.00360008 0.00314253 0.00208616
internal_count=3121 2032 1876 1089 321
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.72376e-05 3.58506e-05 4.44893e-05 4.75456e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00018086805884442861 0.0001808275285670733 -0.00023912790821004154 -0.00042921581802142094 0.00022832995206375359
leaf_weight=0.0015907108445817305 0.001907967323184997 0.0017389468790978066 0.0014118585262784767 0.0016120109567138241
leaf_count=303 843 789 295 891
internal_value=0 -4.62823e-05 -0.000137262 -1.42527e-05
internal_weight=0 0.00667078 0.00476282 0.00335096
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.00196078


Tree=8407
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.34951e-05 3.05427e-05 3.47769e-05 4.67905e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0084690418776492329 0.0089139135991169374 -0.012482759557294354 -0.020024399065333851 0.011880395666163673
leaf_weight=0.0014858065178665015 0.0017917459248150188 0.001643643692156432 0.0013399291776841071 0.0015148034314014065
leaf_count=303 843 789 295 891
internal_value=0 -0.00212723 -0.00652503 -0.000798096
internal_weight=0 0.00629012 0.00449838 0.00315845
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=6
num_cat=0
split_feature=0 47 2 4 12
split_gain=1.18699e-05 3.03929e-05 3.02033e-05 4.24943e-05 1.74283e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 0.082850000000000021
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0038714769089407209 0.015737424059004329 -0.015241877684743794 -0.010789250809108844 0.021859737731497353 -0.0013120822183904427
leaf_weight=0.0013848621304181608 0.0010086287077985877 0.0014271490234845675 0.0012688523312037008 0.0011961886191067957 0.0014783157672360599
leaf_count=1703 195 310 388 355 170
internal_value=0 -0.00277721 0.00184341 0.00805366 0.00560268
internal_weight=0 0.00527705 0.0038499 0.00258105 0.00248694
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=6
num_cat=0
split_feature=4 151 160 2 1
split_gain=2.66626e-05 2.93054e-05 3.48903e-05 3.91367e-05 3.78667e-05
threshold=0.36766000000000004 -0.024429999999999997 1.0000000180025095e-35 0.10097500000000002 0.080585000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00024113105688372528 0.00019709967024936803 0.00032428052019931763 -0.00043593432581532721 -0.00029861303982796523 -0.00011729723038352378
leaf_weight=0.0010194892988317642 0.0019275888024584921 0.00138093210506369 0.0010858485261662637 0.0015429574240629247 0.0016254610609613297
leaf_count=455 328 992 350 426 570
internal_value=0 -6.47856e-05 -0.00012013 -4.47536e-05 8.55335e-05
internal_weight=0 0.00665469 0.0056352 0.00454935 0.00300639
internal_count=3121 2793 2338 1988 1562
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=6
num_cat=0
split_feature=4 15 16 12 4
split_gain=1.61145e-05 3.59274e-05 3.00989e-05 3.31994e-05 7.16837e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 1.0000000180025095e-35 -0.04890499999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00032030010009018856 0.0003293137019912129 -0.00013439984883408874 -0.0002292313805240584 -0.0001833536192039693 0.00044345312197618475
leaf_weight=0.0013304204492704409 0.001451263092347175 0.0011525003454270076 0.0010430988424436792 0.0018386998643613889 0.0014636928011374818
leaf_count=393 266 160 172 1863 267
internal_value=0 0.000124061 -6.22451e-05 1.67613e-05 0.000163543
internal_weight=0 0.00260376 0.00567591 0.00434549 0.00250679
internal_count=3121 426 2695 2302 439
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=7
num_cat=0
split_feature=1 2 15 2 0 47
split_gain=2.59101e-05 3.20811e-05 3.38035e-05 3.14511e-05 2.52375e-05 2.05047e-05
threshold=0.11588000000000001 0.073895000000000002 -0.022504999999999997 0.10097500000000002 -0.18901999999999997 0.11069000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -2
right_child=5 2 3 -5 -6 -7
leaf_value=-0.00036683807932227263 9.37934417983271e-06 -2.8157498700803172e-05 3.3297406159255842e-05 -0.00037659728583640961 0.00039479122102797253 0.00037965314950375929
leaf_weight=0.0011433356481509518 0.001307887504519807 0.0010905686724190788 0.0016997004737348441 0.0012482376301091083 0.0010791479572536157 0.001026119149820201
leaf_count=571 317 105 1002 256 772 98
internal_value=0 -6.98892e-05 -3.54788e-06 -0.000140263 0.000182204 0.000172166
internal_weight=0 0.00626099 0.00511765 0.00294794 0.00216972 0.00233401
internal_count=3121 2706 2135 1258 877 415
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.53357e-05 3.23804e-05 2.70704e-05 3.25531e-05 3.78177e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00030500417277425242 0.00031617908276210271 -0.0001250326436640423 -0.00027565481880745539 0.00028611582672282554 0.00016301059958683575
leaf_weight=0.0013385790383721799 0.0014438563996916282 0.0011479638911851458 0.0018082344043927603 0.0012157405159896788 0.001297961963653076
leaf_count=393 266 160 1444 419 439
internal_value=0 0.000120758 -6.13542e-05 1.41084e-05 -9.23531e-05
internal_weight=0 0.00259182 0.00566052 0.00432194 0.0031062
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=6
num_cat=0
split_feature=4 48 1 16 4
split_gain=3.69242e-05 2.67856e-05 5.0136e-05 4.89702e-05 2.42216e-05
threshold=0.36766000000000004 0.093265000000000015 0.11588000000000001 -0.094359999999999986 -0.031404999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00051217741244038626 0.00024074782821417932 0.00021425592850214862 0.00026566493049569464 -0.00020611512029724747 0.00015631231909604541
leaf_weight=0.0014322141265337269 0.0019247813776969193 0.0010812776938660847 0.0010350941387473455 0.0019240466547533386 0.0011226090536408148
leaf_count=401 328 310 119 1268 695
internal_value=0 -6.79258e-05 -0.000123261 -0.000213144 -7.25706e-05
internal_weight=0 0.00659524 0.00551396 0.00447887 0.00304666
internal_count=3121 2793 2483 2364 1963
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=7
num_cat=0
split_feature=42 13 16 4 4 2
split_gain=1.85089e-05 3.1428e-05 2.86191e-05 7.37767e-05 3.38157e-05 3.94759e-05
threshold=0.092620000000000022 0.11217000000000001 -0.49446999999999991 0.055260000000000011 -0.033174999999999989 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0002622773048388286 -0.00023737302745285851 0.00029180021969305654 -0.00039554790273092175 -0.00055277135302633405 0.00024598748274424521 0.00012500567755156203
leaf_weight=0.0010418172632861832 0.0011574528843618509 0.0014171579063051035 0.0010799344158002016 0.0010634521844075122 0.0016230044163652374 0.0011635582882251422
leaf_count=190 630 166 842 269 805 219
internal_value=0 2.92939e-05 -3.30014e-05 -9.54009e-05 3.03956e-05 -0.00012557
internal_weight=0 0.00738892 0.00597177 0.00492995 0.0038665 0.00224349
internal_count=3121 2491 2325 2135 1866 1061
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=6
num_cat=0
split_feature=4 151 160 2 1
split_gain=2.36178e-05 3.38321e-05 4.15847e-05 4.13504e-05 3.59009e-05
threshold=0.36766000000000004 -0.024429999999999997 1.0000000180025095e-35 0.10097500000000002 0.080585000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027073753261590863 0.00019059461717604433 0.00033243807426973002 -0.00046258801693476972 -0.00029772383322025062 -9.801580636962113e-05
leaf_weight=0.0010267920868257587 0.0019195260917768591 0.0013765913752318245 0.0010775318753381098 0.001517023070765405 0.0016234130745561295
leaf_count=455 328 992 350 426 570
internal_value=0 -5.64243e-05 -0.00011647 -3.39034e-05 9.95036e-05
internal_weight=0 0.00662135 0.00559456 0.00451703 0.003
internal_count=3121 2793 2338 1988 1562
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.67676e-05 4.20514e-05 5.60657e-05 4.73028e-05 4.98805e-05 2.39928e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.05259500000000001 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00044582542961269249 -0.0002332263359396408 -0.00036831598464150231 0.00016304242158529241 0.00042577760911887482 -0.00040099987888261835 5.5562823991502554e-05
leaf_weight=0.0011613714620909562 0.0010645069461517947 0.001652679716001314 0.001418949393314881 0.0010180812190676426 0.0010479950976027611 0.0012657497655534254
leaf_count=966 208 860 228 230 311 318
internal_value=0 2.96066e-05 -7.08739e-05 7.018e-05 -7.65712e-05 0.000242303
internal_weight=0 0.00756483 0.00513771 0.00348503 0.00246694 0.00242712
internal_count=3121 2913 1629 769 539 1284
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.29531e-05 3.27871e-05 2.56741e-05 2.90639e-05 3.4781e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01529233238807844 0.016170474844030402 -0.0070345567415069227 -0.01346380732460431 0.014384478662132674 0.0085386460460662554
leaf_weight=0.0012667906014350756 0.001376439087550864 0.0010919180647061598 0.0017216628802965497 0.0011622043643344611 0.0012329812782852197
leaf_count=393 266 160 1444 419 439
internal_value=0 0.00590535 -0.00284317 0.000987541 -0.00428212
internal_weight=0 0.00246836 0.00538364 0.00411685 0.00295464
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=7
num_cat=0
split_feature=51 160 43 49 2 3
split_gain=1.18372e-05 2.27653e-05 3.14818e-05 3.84408e-05 3.62523e-05 2.54051e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 -0.039339999999999993 0.10613000000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.014190772792994803 -0.0093498303970384177 0.013925571385560285 0.011295865639445266 -0.014418475609519327 -0.025075878417932507 0.0071920768098464594
leaf_weight=0.0011732148496085195 0.0011724613748690183 0.0011057044558093945 0.0010930145720663628 0.0010184946395129079 0.0011086270356376561 0.0011676277897092711
leaf_count=651 409 188 224 995 347 307
internal_value=0 0.00154585 -0.00115467 -0.00495485 -0.0103459 -0.00287608
internal_weight=0 0.00666668 0.00549347 0.00438776 0.00329475 0.00218612
internal_count=3121 2712 2061 1873 1649 1302
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=7
num_cat=0
split_feature=150 0 0 15 1 15
split_gain=1.79998e-05 4.22855e-05 7.09964e-05 6.16988e-05 2.92334e-05 3.51498e-05
threshold=0.11456000000000001 -0.060129999999999996 -0.10151999999999999 -1.0000000180025095e-35 0.090540000000000023 -0.11713499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.00023085762962345998 -0.00024703516022800892 0.00059994028181789875 -0.00053603656529657056 8.2961586558606405e-06 -8.569664386585408e-05 0.00038155903039996326
leaf_weight=0.001033675126646867 0.0010085367361917126 0.0010356991953727416 0.0010439855736074826 0.0019603095517830823 0.0011698318793398428 0.0013144929537223706
leaf_count=249 124 245 1897 304 134 168
internal_value=0 3.18445e-05 -8.70104e-05 0.000212823 4.62405e-05 0.000161535
internal_weight=0 0.00755799 0.00456199 0.00299601 0.003518 0.00248432
internal_count=3121 2997 2448 549 551 302
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=7
num_cat=0
split_feature=1 42 16 13 0 4
split_gain=1.54969e-05 2.95796e-05 5.46388e-05 3.72209e-05 4.83052e-05 2.62441e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 -0.11437499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.00038330406062218593 0.00017079785181471966 -1.7600613182639505e-05 0.00021056274540192174 3.8526644745138108e-05 -0.00051553319235713639 -0.00046539026360561063
leaf_weight=0.0013055569293307662 0.0016176739314916 0.0010025442109066196 0.0011154820898851628 0.0012860035562065673 0.0011424040389496838 0.0010102963816146062
leaf_count=160 279 1018 437 147 655 425
internal_value=0 -4.25405e-05 4.03969e-05 -8.5929e-05 -0.000222122 -0.000242358
internal_weight=0 0.00686229 0.00484945 0.00354389 0.00242841 0.00201284
internal_count=3121 2842 1399 1239 802 1443
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=6
num_cat=0
split_feature=1 0 3 4 0
split_gain=1.2228e-05 2.30283e-05 3.43311e-05 4.66595e-05 1.40566e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.12018999999999998 -0.080924999999999983 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.011110155518439521 0.014795935488145695 0.0066442645203827009 0.0035387124136387576 -0.021428930114059913 -0.0014340857170384873
leaf_weight=0.0010220231758428251 0.0010285542043329482 0.0015630932417887507 0.0012420691831546164 0.0018835335966393494 0.001109005383003658
leaf_count=108 189 295 640 1663 226
internal_value=0 -0.00249116 -0.00545593 -0.0115072 0.0063755
internal_weight=0 0.00571072 0.0046887 0.0031256 0.00213756
internal_count=3121 2706 2598 2303 415
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=7
num_cat=0
split_feature=1 42 3 0 49 4
split_gain=2.9264e-05 4.35104e-05 9.88396e-05 5.4435e-05 3.16237e-05 2.74959e-05
threshold=0.12500000000000003 0.075730000000000006 -0.12018999999999998 -0.10607499999999999 -0.006494999999999999 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=0.00058691565296708809 0.00023184700661257527 -6.6086403679725515e-05 -0.0001573400478630505 -0.00039124877786785608 0.00028101092275057814 -0.00051488362318941625
leaf_weight=0.0010269596641184512 0.001695612050487183 0.0010427844939447702 0.0011686294212677334 0.0014953669200411411 0.0013798581720197815 0.0010566656330004785
leaf_count=200 279 1018 136 894 169 425
internal_value=0 -5.45883e-05 4.36934e-05 -9.42609e-05 8.00016e-05 -0.000291969
internal_weight=0 0.00717026 0.00507081 0.00404385 0.00254849 0.00209945
internal_count=3121 2842 1399 1199 305 1443
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=6
num_cat=0
split_feature=1 3 3 47 15
split_gain=3.39067e-05 5.86039e-05 4.36511e-05 4.00139e-05 4.61936e-05
threshold=0.094385000000000011 -0.12018999999999998 0.0051600000000000005 0.092530000000000015 -0.21699999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00023142861795559131 -6.9718596687120068e-05 -0.00062392099854226453 -0.00010273191998926171 -0.00014544181202781508 0.00041642951414149794
leaf_weight=0.0011249578137201934 0.0012054558195184152 0.0010066749898504719 0.0015994454275636604 0.0016124298076396334 0.0019952717451527397
leaf_count=174 237 1845 159 208 498
internal_value=0 -0.0001426 -0.000304053 0.000106444 0.000233337
internal_weight=0 0.00373108 0.00260612 0.00481316 0.00320073
internal_count=3121 2178 2004 943 735
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=6
num_cat=0
split_feature=4 15 16 4 16
split_gain=1.20811e-05 2.98498e-05 2.08339e-05 3.04846e-05 5.37334e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.013515000000000001
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.013923298611806266 0.015486279086038501 -0.006656651016710622 -0.023647671762507202 0.013272040576250123 0.0051862102537569522
leaf_weight=0.0012694494378871525 0.0013808810667573039 0.0010888326372298321 0.001008077207514122 0.0013181351945916464 0.0018009318961926186
leaf_count=393 266 160 1452 285 565
internal_value=0 0.00572404 -0.00272009 0.000725847 -0.00516149
internal_weight=0 0.00246971 0.00539659 0.00412714 0.00280901
internal_count=3121 426 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=7
num_cat=0
split_feature=4 160 4 1 16 47
split_gain=1.84721e-05 3.91759e-05 6.74694e-05 9.8811e-05 4.79051e-05 6.76061e-05
threshold=-0.46376499999999993 -1.0000000180025095e-35 -0.080924999999999983 0.094385000000000011 -0.5315899999999999 0.086785000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.00025840503516987316 -0.00024415104768793115 0.00053376042348115193 -0.00048212053588043903 -0.00018365227792138092 0.00065260428993575985 2.8318910208118716e-07
leaf_weight=0.0010147357944032551 0.0016414678067097508 0.0011100502658261324 0.0012275610247177485 0.0010613287400341453 0.0011808624694278958 0.0012653914030400946
leaf_count=183 921 545 912 95 343 122
internal_value=0 2.3506e-05 9.86704e-05 -3.32694e-06 0.000164238 0.000315173
internal_weight=0 0.00748666 0.00584519 0.00473514 0.00350758 0.00244625
internal_count=3121 2938 2017 1472 560 465
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=6
num_cat=0
split_feature=160 16 0 13 2
split_gain=1.16109e-05 3.08334e-05 3.30285e-05 4.75088e-05 2.76332e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.0076650000000000008 0.098035000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0073347615036229693 -0.0045291699850469542 -0.017361870971319734 0.02714655079948268 -0.0013247190597541567 0.0044234689818650058
leaf_weight=0.0017192726056529184 0.0014255676902032951 0.0012338804457719555 0.0013422021420851954 0.0010403733158014915 0.0011024692189476777
leaf_count=970 137 478 1009 183 344
internal_value=0 0.00196201 0.00751057 0.0147143 -0.00708187
internal_weight=0 0.00614449 0.00380814 0.00238258 0.00233635
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=6
num_cat=0
split_feature=43 3 16 2 3
split_gain=1.12008e-05 3.19103e-05 2.45995e-05 2.57874e-05 3.21596e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.071345000000000006 0.089885000000000007 0.11924500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0041663563529073661 -0.0094672526241645402 0.018299385862549169 -0.016621087182495158 0.015699669768305429 -0.0067499616785209569
leaf_weight=0.0014976538394246034 0.0015794360093468029 0.0010941608227836722 0.0010242214745600688 0.0015865873644448931 0.0010673971235633604
leaf_count=926 835 427 285 487 161
internal_value=0 0.00531778 -0.00271464 0.00064985 0.00667073
internal_weight=0 0.00259181 0.00525764 0.00423342 0.00265398
internal_count=3121 1353 1768 1483 648
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=7
num_cat=0
split_feature=51 160 12 49 3 2
split_gain=1.11668e-05 2.16465e-05 2.98441e-05 4.21361e-05 7.33599e-05 6.41997e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.015429999999999998 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.013834926284350558 -0.0090623606905123975 -0.016703553826621215 0.019374039230851441 -0.025330261361613877 0.020948003961072284 -0.012438294956092331
leaf_weight=0.0011765838448177498 0.0011709582492699334 0.0010032914649304335 0.0011004702748181189 0.0010352616061532721 0.0013418430039010849 0.0010091113680849909
leaf_count=651 409 279 161 175 952 494
internal_value=0 0.0015261 -0.00111187 0.00237467 -0.00314987 0.00661744
internal_weight=0 0.00666656 0.00548998 0.00448669 0.00338622 0.00235095
internal_count=3121 2712 2061 1782 1621 1446
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=5
num_cat=0
split_feature=160 4 52 49
split_gain=1.16284e-05 2.61036e-05 4.47224e-05 3.66697e-05
threshold=-1.0000000180025095e-35 0.24564500000000003 0.091275000000000009 -0.043469999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0073300253948224911 0.0055569628999138764 0.011358614635660732 0.013173412279186003 -0.01805049623488424
leaf_weight=0.001713269217556916 0.001031620293221255 0.0020004880082865155 0.0012524891847064601 0.0018166339971100939
leaf_count=970 221 305 321 1304
internal_value=0 0.00199367 -0.00257488 -0.00950002
internal_weight=0 0.00610123 0.00410074 0.00284825
internal_count=3121 2151 1846 1525
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=7
num_cat=0
split_feature=0 13 47 0 52 43
split_gain=1.80188e-05 4.17878e-05 7.17817e-05 4.62867e-05 3.44813e-05 2.64869e-05
threshold=-0.019414999999999998 -0.15078499999999997 0.092530000000000015 -0.11242999999999999 -0.013374999999999998 -0.043144999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2
right_child=5 2 -4 -5 -6 -7
leaf_value=0.00029976743311025474 0.00038237322912298483 -4.8594332430323255e-05 -0.00053753900649187666 -0.00027470460025760032 0.00045113073785072648 -1.6238324605933844e-05
leaf_weight=0.0010244216811780629 0.0010283081715222499 0.0011184906802982624 0.0012622453706530746 0.001357948349294339 0.0010104384540866266 0.0017011598722461042
leaf_count=198 146 148 281 1958 171 219
internal_value=0 -5.94028e-05 -0.000136879 8.15999e-06 0.000188587 0.000133936
internal_weight=0 0.00577354 0.00474912 0.00348688 0.00212893 0.00272947
internal_count=3121 2756 2558 2277 319 365
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=6
num_cat=0
split_feature=52 15 3 48 3
split_gain=1.12705e-05 2.41292e-05 5.43247e-05 5.30402e-05 3.99324e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083985000000000018 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.013981153612829861 -0.0096168588646194618 -0.0056392836735043167 -0.025831417595392783 0.0023912234241539806 0.018225517811132221
leaf_weight=0.0011974605433774563 0.0010623847731767869 0.0011944055453472818 0.0013264207200843669 0.0013372272250442086 0.0016978072304052359
leaf_count=118 501 751 679 418 654
internal_value=0 0.00146357 -0.00370977 -0.0116628 0.00837
internal_weight=0 0.00675332 0.00386111 0.00266365 0.00289221
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=6
num_cat=0
split_feature=1 12 4 151 2
split_gain=2.97671e-05 3.56151e-05 4.33157e-05 4.91449e-05 2.68733e-05
threshold=0.12500000000000003 0.098810000000000023 -0.0016099999999999997 -0.0083949999999999979 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00041623921940102724 0.00021973789364554178 -0.00038612023881195924 -0.00052309733596842879 7.4190068100962691e-06 2.2813452840800299e-05
leaf_weight=0.0010199040090368024 0.0016777377294716882 0.0011525224811541604 0.0010287582049072733 0.0019322966110717483 0.0019318763566295908
leaf_count=912 279 414 164 522 830
internal_value=0 -7.0799e-05 -9.337e-06 -0.000176898 0.000158751
internal_weight=0 0.00706536 0.00591284 0.00296105 0.00295178
internal_count=3121 2842 2428 686 1742
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=6
num_cat=0
split_feature=1 12 2 151 16
split_gain=1.11472e-05 2.88618e-05 2.94761e-05 6.24422e-05 2.66379e-05
threshold=0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0083949999999999979 -0.069894999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010162666011680067 0.0077021841546398642 -0.017110668249457742 -0.015174974933300799 0.025514291421949692 0.0053245371806952442
leaf_weight=0.001611125525093844 0.0014983588196198442 0.0010407886688783372 0.0010045721323291967 0.0011546520599811242 0.001505597020363075
leaf_count=1067 279 414 327 487 547
internal_value=0 -0.00189173 0.00111052 0.00606643 0.0140877
internal_weight=0 0.00631674 0.00527595 0.00366482 0.00266025
internal_count=3121 2842 2428 1361 1034
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=7
num_cat=0
split_feature=0 0 1 0 3 2
split_gain=2.68638e-05 5.75983e-05 4.43818e-05 7.33905e-05 4.01739e-05 2.32136e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.094385000000000011 -0.15090499999999998 -0.13927999999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=-0.00026227835919295225 0.00045645010664710923 -0.00049036705610576924 -9.5565300640637572e-05 0.00058223042132749263 -0.00017007593596066414 0.00021121693968756958
leaf_weight=0.0013816574498024328 0.0010478983509193272 0.0010779819996878702 0.0015464431933864494 0.0010188300202023039 0.0013863121678149696 0.0011017601411255898
leaf_count=290 167 1936 151 171 171 235
internal_value=0 -8.86738e-05 2.10363e-05 0.00017363 0.000134403 -1.23306e-06
internal_weight=0 0.00502491 0.00394693 0.00256527 0.00353597 0.00248807
internal_count=3121 2548 612 322 573 406
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=7
num_cat=0
split_feature=52 4 15 15 150 15
split_gain=2.35096e-05 6.70006e-05 5.15783e-05 5.4842e-05 0.000121866 4.33421e-05
threshold=0.10744000000000002 -0.35136499999999998 -0.016799999999999995 -0.24436499999999997 0.081835000000000019 0.013270000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00051167246233333212 0.00023167281325140685 0.00029433157160997257 0.0005357712688526193 -0.00053604675789539465 0.0002544347376446738 -1.7568918942690638e-05
leaf_weight=0.0010104950795935966 0.0014349849600004336 0.0010408993641114325 0.0011591222333638658 0.0019054036485011124 0.0012363632149982567 0.0010259313954811642
leaf_count=198 553 183 263 739 267 918
internal_value=0 -4.26234e-05 3.18101e-05 -9.57385e-05 -0.000224973 0.000275966
internal_weight=0 0.00737821 0.00636772 0.00418267 0.00314177 0.00218505
internal_count=3121 2568 2370 1189 1006 1181
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 13
split_gain=1.9314e-05 2.67654e-05 3.04872e-05 5.36694e-05 3.90194e-05 6.83448e-05
threshold=0.11434500000000002 -0.23438999999999996 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.033284999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00033255328254040966 -0.00023754344785709407 -5.8799809165254228e-05 -0.00027614501984595191 -0.00030130275543024802 -9.1285705409312347e-05 0.0006120902439489404
leaf_weight=0.0010005336976391241 0.0011617385087639041 0.0010201584299868306 0.0013313812735602972 0.0012077423782516673 0.0013576467050705468 0.001364847696738235
leaf_count=137 501 939 347 220 330 647
internal_value=0 3.46966e-05 -1.27447e-05 5.80954e-05 0.000174072 0.000325125
internal_weight=0 0.00728231 0.00628178 0.0049504 0.00374265 0.00238501
internal_count=3121 2620 2483 2136 1916 1586
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=6
num_cat=0
split_feature=43 3 12 13 52
split_gain=1.11955e-05 2.89646e-05 1.98284e-05 4.85083e-05 4.21595e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.098810000000000023 -0.10664 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0037175359264380332 0.018870046376666116 0.017679298255948134 -0.014831489412633181 -0.021086471066450726 0.003019203449485365
leaf_weight=0.0014951267035789441 0.0010623050945956975 0.0010967406656985511 0.0010715739941729368 0.0011497226272297596 0.0019664745653318614
leaf_count=926 227 427 294 354 893
internal_value=0 0.00533647 -0.0026959 0.000416259 -0.0058746
internal_weight=0 0.00259187 0.00525008 0.0041785 0.0031162
internal_count=3121 1353 1768 1474 1247
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.12305e-05 2.77503e-05 3.65455e-05 4.89605e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0077372778273113469 0.0086232259658315311 -0.012170410221265452 -0.019844040470966204 0.012673525073622136
leaf_weight=0.0015016290091588143 0.0017991808317648159 0.001646610458162775 0.0013496200762445629 0.0015305915517273281
leaf_count=303 843 789 295 891
internal_value=0 -0.00188256 -0.00605808 -0.000202044
internal_weight=0 0.006326 0.00452682 0.0031772
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=6
num_cat=0
split_feature=1 0 4 52 13
split_gain=2.45115e-05 4.67117e-05 4.78385e-05 3.41276e-05 1.55819e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.0029599999999999995 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00029405913890789576 0.00027715769039251463 -0.00029264894982071205 -0.00040326297223255341 0.00014588822223717977 -1.9915965113395182e-05
leaf_weight=0.001071944349291809 0.0015467024764347619 0.0010401802532385915 0.0018812774388554457 0.0019828082326480449 0.0012097489546255792
leaf_count=104 372 781 655 1115 94
internal_value=0 -7.67332e-05 -0.000157779 -5.00805e-06 0.000146778
internal_weight=0 0.00597621 0.00490427 0.00302299 0.00275645
internal_count=3121 2655 2551 1896 466
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=6
num_cat=0
split_feature=1 13 1 4 0
split_gain=1.15426e-05 2.32265e-05 2.51862e-05 2.0492e-05 1.06541e-05
threshold=0.11588000000000001 -0.036034999999999991 0.089175000000000018 0.24564500000000003 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.011114952235164998 0.013637171800528267 0.011426863429032163 -0.015147778822955425 0.0048201101649102858 -0.00053104101111829921
leaf_weight=0.0019858321371643626 0.0010177488587569858 0.0016636438158069131 0.0010237262364002813 0.001032103764944281 0.0011091673044507258
leaf_count=1440 189 842 331 93 226
internal_value=0 -0.00238279 0.00227933 -0.00512315 0.00624858
internal_weight=0 0.00570531 0.00371947 0.00205583 0.00212692
internal_count=3121 2706 1266 424 415
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=6
num_cat=0
split_feature=52 16 3 1 52
split_gain=1.08859e-05 2.01999e-05 5.96313e-05 4.6746e-05 4.20814e-05
threshold=0.11434500000000002 0.0065250000000000004 -0.13309499999999996 0.094385000000000011 -0.088204999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.023521974883447903 -0.0094271182374223751 -0.005420090421163158 -0.0094349790739402493 0.01405341703789691 0.021843391732402753
leaf_weight=0.0010332485265463513 0.0010659458995442702 0.001061431451587231 0.0014964951160710534 0.0019531587845546842 0.0012132877400998082
leaf_count=145 501 492 1383 410 190
internal_value=0 0.00144642 -0.00244817 0.00386391 0.00912168
internal_weight=0 0.00675762 0.0044829 0.00344965 0.00227472
internal_count=3121 2620 1938 1793 682
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.21245e-05 2.21092e-05 2.90185e-05 2.70693e-05 5.56977e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.0020949999999999996 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.010053630642976734 -0.015474380325596377 0.011437982127868916 -0.011444474599247882 -0.0055463304265530016 0.023440186109325148
leaf_weight=0.0010341546233420497 0.0016039040736383799 0.0010950917734709464 0.0013085072471305153 0.0016622438207539389 0.001102612080065855
leaf_count=199 514 236 770 282 1120
internal_value=0 -0.00157152 -0.00408093 0.000405292 0.00601336
internal_weight=0 0.00677236 0.00567727 0.00407336 0.00276486
internal_count=3121 2922 2686 2172 1402
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=7
num_cat=0
split_feature=2 16 15 47 0 2
split_gain=1.65829e-05 2.5212e-05 2.89283e-05 6.46511e-05 5.81624e-05 7.03796e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 -0.11033999999999998 0.085270000000000026 -0.11242999999999999 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.00022162209574157787 0.00023954398724617846 -0.00037798534543334307 0.00016556554464063658 0.00039456044114069311 -0.00068068402184795474 -2.3498715693060105e-05
leaf_weight=0.0010991576841062273 0.0010819922462572623 0.0010708291642430451 0.0015085390921485164 0.0011132698510031404 0.0011444329017327053 0.0013843926861379953
leaf_count=199 189 334 234 207 1472 486
internal_value=0 -3.67069e-05 -8.47505e-05 -2.37863e-05 -0.000139142 -0.000320911
internal_weight=0 0.00730346 0.00622146 0.00515063 0.00403736 0.00252883
internal_count=3121 2922 2733 2399 2192 1958
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=7
num_cat=0
split_feature=42 13 16 4 4 2
split_gain=2.38461e-05 3.61561e-05 2.84206e-05 6.44383e-05 4.18618e-05 3.8761e-05
threshold=0.092620000000000022 0.11217000000000001 -0.49446999999999991 0.055260000000000011 -0.033174999999999989 0.097845000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00027042548224577437 -0.00025805550773721038 0.00032632943198149055 -0.00040882349630725332 -0.0005129413594847351 0.00027340647930120795 0.00010714183724722773
leaf_weight=0.0010467791409402745 0.0011653036983474844 0.0014086334826440049 0.001077687119381525 0.0010624594134291117 0.001612474377020663 0.0011647938920199752
leaf_count=190 630 166 842 269 805 219
internal_value=0 4.37892e-05 -2.29416e-05 -8.53912e-05 3.24453e-05 -0.00014082
internal_weight=0 0.00737283 0.00596419 0.00491741 0.00385496 0.00224248
internal_count=3121 2491 2325 2135 1866 1061
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=6
num_cat=0
split_feature=16 1 3 4 16
split_gain=1.81957e-05 4.48905e-05 7.69905e-05 5.18721e-05 2.45753e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 -0.0016099999999999997 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00024074051363130519 0.00028645606032714436 0.00046948814061625611 -0.00017085011355371494 -0.00043106743779186991 -8.7801494431950699e-05
leaf_weight=0.0011303607790255545 0.0010205624861377386 0.0017867196913423033 0.0012113204516762334 0.0012883863909553244 0.0019896225146559306
leaf_count=130 1005 428 177 555 826
internal_value=0 2.661e-05 0.000210768 -0.000101831 3.90855e-05
internal_weight=0 0.00729661 0.00299804 0.00429857 0.00301019
internal_count=3121 2991 605 2386 1831
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=6
num_cat=0
split_feature=1 42 48 4 1
split_gain=1.21874e-05 2.87909e-05 3.46167e-05 2.73917e-05 2.56162e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 -0.27825499999999997 0.10727500000000002
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.004438469863319988 0.015014300119314403 0.016239918848365412 -0.014123991005469558 -0.018373009692739955 -0.003313487478111693
leaf_weight=0.001094438026456847 0.0013513619133039717 0.0011849745766694068 0.001432394838247102 0.0010141952089994233 0.0017503433823254423
leaf_count=71 469 532 228 1565 256
internal_value=0 0.00236101 -0.00126621 -0.00653323 0.00467163
internal_weight=0 0.00571907 0.0045341 0.00210863 0.00310171
internal_count=3121 1485 953 1636 725
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=6
num_cat=0
split_feature=42 13 43 0 15
split_gain=1.22503e-05 2.68857e-05 2.23524e-05 3.10154e-05 2.05966e-05
threshold=0.092620000000000022 0.11217000000000001 -0.073959999999999984 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.01147563650473718 -0.010015711146720317 0.014513824690884384 -0.0089431158977363798 -0.01529724209218717 0.008941967823431993
leaf_weight=0.0010640890223982714 0.001061934086631776 0.0012915169400920194 0.0010558687940750839 0.0016918189037193462 0.0016502635513240456
leaf_count=895 630 166 169 1037 224
internal_value=0 0.00153839 -0.00152969 -0.00467634 0.00196363
internal_weight=0 0.00675356 0.00546204 0.00439795 0.00270613
internal_count=3121 2491 2325 1430 393
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=7
num_cat=0
split_feature=42 157 0 16 16 16
split_gain=1.29819e-05 2.71482e-05 5.7226e-05 7.37743e-05 3.76901e-05 3.31934e-05
threshold=0.092620000000000022 -1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 1.0000000180025095e-35 -0.27167499999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00025722912343002866 -0.0001961693655971768 -0.00013581992911990842 6.3293501624836861e-05 -0.0004956359668480475 0.00058614322490461209 0.0002901020941943159
leaf_weight=0.0010746780696608482 0.0011295890981572977 0.0012405689663164763 0.0010013674258122142 0.0010800137666244977 0.0011262434201280301 0.0016248933942673903
leaf_count=520 630 260 88 621 110 892
internal_value=0 3.00344e-05 8.08678e-05 -5.89036e-05 0.000340062 0.000105704
internal_weight=0 0.00714777 0.00607309 0.00394548 0.00212761 0.00286546
internal_count=3121 2491 1971 1773 198 1152
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=7
num_cat=0
split_feature=0 0 150 2 1 1
split_gain=1.08071e-05 4.11412e-05 3.43257e-05 3.03826e-05 2.31445e-05 2.13517e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.081835000000000019 0.10097500000000002 0.10638500000000002 0.111945
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -2 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=-0.013350292116483281 0.020374257531492749 -0.018701102984970297 0.017513763263728645 -0.0099521007288671769 -0.00017635599495420822 0.0059699335245678321
leaf_weight=0.0012150590580529369 0.0011995165603204791 0.0012405343163816168 0.0010582414618037408 0.0010100409057222136 0.0010090076742963294 0.0010808482801673454
leaf_count=287 142 1988 160 311 120 113
internal_value=0 -0.00314154 0.00261318 0.00441479 0.0109853 -0.00425488
internal_weight=0 0.00459468 0.00335415 0.00321857 0.00220852 0.00229591
internal_count=3121 2548 560 573 262 400
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=6
num_cat=0
split_feature=52 16 4 52 4
split_gain=1.18331e-05 2.76815e-05 3.12292e-05 3.82235e-05 3.95398e-05
threshold=0.10744000000000002 0.16703000000000004 -0.083854999999999985 -0.049749999999999996 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.015884730670337764 0.0087857162272477925 -0.015636951832306328 0.012356211024045397 -0.024521263633323378 -0.00037002145427245944
leaf_weight=0.0011527819264043962 0.0012749002141773155 0.0011762195596406932 0.0012027390196288185 0.0010382539702414361 0.0019530433798551805
leaf_count=428 553 458 447 956 279
internal_value=0 -0.00174789 0.0013075 -0.00269923 -0.00875271
internal_weight=0 0.00652304 0.00534682 0.00419404 0.0029913
internal_count=3121 2568 2110 1682 1235
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.19005e-05 2.97255e-05 4.42038e-05 2.25726e-05
threshold=0.12500000000000003 0.075730000000000006 -0.097604999999999983 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019668797923429942 0.0079894579320483033 -0.012668319829296101 0.0034801650129559236 -0.013274031044124385
leaf_weight=0.0011194212378278071 0.0014968555496483902 0.001828666768459942 0.0019889642978668438 0.0013499219857703113
leaf_count=298 279 1443 861 240
internal_value=0 -0.00193184 0.00247194 -0.00329361
internal_weight=0 0.00628697 0.00445831 0.00333889
internal_count=3121 2842 1399 1101
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=6
num_cat=0
split_feature=3 3 1 2 1
split_gain=1.23152e-05 2.12892e-05 3.29692e-05 4.53922e-05 3.59102e-05
threshold=0.13524500000000003 0.083060000000000009 0.077845000000000011 0.082850000000000021 0.11230000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010231053440797732 0.0090720032925203694 -0.0105079581483302 -0.014310932374372887 0.02476267978614009 0.012289491306068304
leaf_weight=0.0014922751458406706 0.0012498564089696382 0.0019513944398884264 0.001002886875399667 0.0010496900816886713 0.0010274292064263034
leaf_count=1606 192 228 553 385 157
internal_value=0 -0.00176361 0.00196837 0.00787903 -0.000849948
internal_weight=0 0.00652368 0.00457228 0.00308001 0.00203032
internal_count=3121 2929 2701 1095 710
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=5
num_cat=0
split_feature=160 16 0 2
split_gain=1.19265e-05 2.44475e-05 3.36663e-05 2.91786e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.098035000000000011
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0074251285359083763 -0.0022073438980050853 -0.016708127624562107 0.016725817203516211 0.0058425223764129444
leaf_weight=0.0016982745361776852 0.0019256290715705061 0.00121499371093442 0.0018333620728049808 0.0010872231216088697
leaf_count=970 264 478 1065 344
internal_value=0 0.00205665 0.00702687 -0.00605857
internal_weight=0 0.00606121 0.00375899 0.00230222
internal_count=3121 2151 1329 822
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.08957e-05 2.76643e-05 2.46294e-05 3.94667e-05 4.28317e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0092886884352816387 -0.010528922256978726 0.014584083489383882 0.015897236935499059 -0.021497253668625899 0.0053235468541643887
leaf_weight=0.0010892320131678321 0.0014855720919664034 0.0013068686308834805 0.0014714844097226992 0.0011029326238478317 0.0012939664812169403
leaf_count=862 828 250 340 656 185
internal_value=0 0.00149967 0.00495251 0.000604236 -0.00701804
internal_weight=0 0.00666082 0.00517525 0.00370377 0.0023969
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=6
num_cat=0
split_feature=52 12 16 151 2
split_gain=1.23383e-05 1.89817e-05 2.971e-05 5.13969e-05 4.34908e-05
threshold=-0.081429999999999989 0.10016000000000001 -0.008904999999999998 -0.0083949999999999979 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0076271965763621526 -0.02229922954693803 -0.012648316824209797 0.012975391356932526 -0.010543097425356016 0.017315124727024286
leaf_weight=0.0016593886973209375 0.0010747987401389324 0.001332424151939484 0.0014187548549480754 0.0010530693368115723 0.0011977978449829495
leaf_count=771 245 325 387 1153 240
internal_value=0 -0.00210204 0.000859772 -0.00430884 0.00428164
internal_weight=0 0.00607684 0.00474442 0.00332567 0.00225087
internal_count=3121 2350 2025 1638 1393
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=2.21442e-05 3.58035e-05 3.95552e-05 8.75757e-05 5.82957e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00024204860557341406 0.00024938377324095065 -0.00036304852616305679 0.00015571777971005326 0.00055316460789667091 -0.00038940850932990643
leaf_weight=0.0016347337961661844 0.0011737740442265346 0.0011207605118173066 0.0019139445957966287 0.0012550666974132764 0.0012447401757323753
leaf_count=761 289 1167 283 305 316
internal_value=0 -4.11472e-05 1.84999e-05 0.000115 -5.90997e-05
internal_weight=0 0.00716925 0.00604849 0.00441375 0.00315868
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=6
num_cat=0
split_feature=52 3 12 15 48
split_gain=1.20055e-05 1.97202e-05 5.5036e-05 4.96028e-05 4.90393e-05
threshold=0.11434500000000002 -0.13309499999999996 0.097825000000000009 -0.016799999999999995 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0085108056406574956 -0.0099385745361587324 -0.026323551327088787 0.024250559183312679 0.012120351566359999 0.002656615830410586
leaf_weight=0.0015081897441213982 0.0010528634341887043 0.0010542850532303091 0.0011071276936092493 0.0017013087589092674 0.0013087374726935043
leaf_count=275 501 563 334 1066 382
internal_value=0 0.00155058 0.00448485 -0.000899349 -0.0102732
internal_weight=0 0.00667965 0.00517146 0.00406433 0.00236302
internal_count=3121 2620 2345 2011 945
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=6
num_cat=0
split_feature=1 42 48 1 13
split_gain=1.38056e-05 2.53523e-05 3.47473e-05 2.56406e-05 1.21793e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.014824803863468626 0.015539181267801145 0.015676586297621226 -0.013786763623700555 -0.0029303230659257391 0.00051691360988640725
leaf_weight=0.0010141135304738598 0.0013346356033397029 0.0011670492457373938 0.00142174994004591 0.0017207729025827442 0.0010565796332390794
leaf_count=976 469 532 228 256 660
internal_value=0 0.00254965 -0.000872117 0.00513736 -0.00699663
internal_weight=0 0.00564421 0.00447716 0.00305541 0.00207069
internal_count=3121 1485 953 725 1636
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 4
split_gain=2.14768e-05 5.39278e-05 6.07438e-05 4.85522e-05 5.86005e-05 3.44133e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.0051600000000000005 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.00022734787086330679 -0.00028784601665163409 0.00049456628313408356 -0.00023776199032158877 -0.00062606848813289405 -2.4957548301627722e-05 0.00025519166685845891
leaf_weight=0.0011547238387166142 0.0011267610749927113 0.0015766154520303697 0.0011791613816086784 0.001009174764829905 0.0016316314136443086 0.0010115421859743842
leaf_count=174 165 488 151 1845 159 139
internal_value=0 8.85119e-05 0.000201076 -0.000108024 -0.00025467 -1.01441e-05
internal_weight=0 0.00489408 0.00376732 0.00379553 0.00264081 0.0021907
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=6
num_cat=0
split_feature=151 1 4 4 13
split_gain=2.37199e-05 5.04873e-05 3.75405e-05 2.86503e-05 2.13674e-05
threshold=-0.024429999999999997 0.111945 0.24564500000000003 -0.0029599999999999995 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=0.00020854507723316648 0.00017109500079855755 -8.2015815953284736e-05 0.00040427683561081342 -0.00037052220161901855 -0.00018862888141072602
leaf_weight=0.0016053621657362831 0.001027883959758045 0.0011740563783016929 0.001271113829405727 0.0018037887734171773 0.0016603059536927809
leaf_count=529 374 157 237 592 1232
internal_value=0 -5.59407e-05 0.000170782 -0.000179355 -5.10812e-05
internal_weight=0 0.00693715 0.00244517 0.00449198 0.00268819
internal_count=3121 2592 394 2198 1606
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=7
num_cat=0
split_feature=1 4 16 47 52 0
split_gain=1.91612e-05 3.84735e-05 3.83033e-05 7.82524e-05 4.3242e-05 3.29324e-05
threshold=0.077565000000000009 -0.04890499999999999 -0.5315899999999999 0.086380000000000012 -0.066844999999999988 0.10455500000000001
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00041147774736928429 -0.00029822991919499806 -0.0001945630298288055 0.00013306920501349865 -0.00013744496378182515 0.00065076629344765235 6.1265913588108461e-05
leaf_weight=0.0010502332313385738 0.0010016152519650113 0.0011495686566169163 0.0011049504914874765 0.0015391693716754846 0.0014143082594791014 0.0012301206151610091
leaf_count=1571 551 120 229 235 350 65
internal_value=0 5.37059e-05 0.000121391 0.000210887 0.000423704 -0.00015646
internal_weight=0 0.00620961 0.005208 0.00405843 0.00251926 0.00228035
internal_count=3121 1485 934 814 579 1636
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=6
num_cat=0
split_feature=3 2 47 2 12
split_gain=1.93045e-05 2.40407e-05 4.79446e-05 7.35707e-05 6.56152e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00019680152211837363 0.00021615588861182789 0.0002319527247013228 0.00020249377978539935 -0.00065662813700726841 -0.00035831705178779826
leaf_weight=0.0018078451268675132 0.0013332233735252746 0.0010500766005275266 0.0015782375668629764 0.0010216454516153335 0.0014961207577641081
leaf_count=495 192 328 318 369 1419
internal_value=0 -4.14138e-05 -9.00356e-05 -0.000196768 -5.45705e-05
internal_weight=0 0.00695393 0.00590385 0.00432561 0.00330397
internal_count=3121 2929 2601 2283 1914
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=7
num_cat=0
split_feature=15 3 0 150 4 0
split_gain=2.13056e-05 3.91529e-05 3.50143e-05 4.80135e-05 2.90417e-05 1.96967e-05
threshold=-0.03241999999999999 0.10542000000000001 -0.060129999999999996 0.081835000000000019 -0.080924999999999983 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=2 4 3 5 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00030724819404129598 -6.6658724333656014e-05 0.00019939478045437597 0.00040759873111749127 0.00035563510239791483 -0.00047997144368586495 5.3598827192404238e-05
leaf_weight=0.0013674421042413959 0.0016389551049505659 0.0011539908275446289 0.0010542840241955986 0.0010146999061369441 0.0010871918566114737 0.0010119683304258284
leaf_count=204 775 95 234 227 867 719
internal_value=0 -0.00010334 9.5469e-05 -1.48519e-06 -0.000231489 -0.000153779
internal_weight=0 0.00388014 0.00444839 0.00339411 0.00272615 0.00237941
internal_count=3121 1737 1384 1150 1642 923
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=7
num_cat=0
split_feature=42 157 42 4 1 1
split_gain=1.9366e-05 3.58864e-05 4.18468e-05 6.27717e-05 6.1251e-05 0.000104496
threshold=0.092620000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083854999999999985 0.094385000000000011 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.00028955170561867924 -0.0002352268970794 -0.00025145978591321324 0.00050682227428829063 -0.00034126332897923065 0.00059933017469414372 -0.00019462910256772464
leaf_weight=0.0011143571119197233 0.0011824857003806437 0.0011217473643494397 0.0014853977734681592 0.001170727062139621 0.0012687761803799472 0.0012805793121863354
leaf_count=520 630 795 211 607 162 196
internal_value=0 3.49047e-05 9.20482e-05 0.000166072 3.00132e-05 0.000200513
internal_weight=0 0.00744158 0.00632723 0.00520548 0.00372008 0.00254936
internal_count=3121 2491 1971 1176 965 358
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=7
num_cat=0
split_feature=42 49 2 1 4 0
split_gain=1.23235e-05 2.89435e-05 2.97105e-05 2.93532e-05 2.52637e-05 2.20205e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.0016099999999999997 0.047850000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.02015088348822754 -0.010044277802578119 0.017675193992510798 0.0034599472416194498 0.018386621008809841 -0.010797513014642927 -0.0030244072930473934
leaf_weight=0.0010409065582472283 0.0010584060637190262 0.0010511024347555056 0.0010921286136539579 0.0013559025299473338 0.0011808088318942069 0.0010056201572819104
leaf_count=324 630 1126 252 239 401 149
internal_value=0 0.00156415 -0.00806198 0.0060342 0.000860914 0.00755427
internal_weight=0 0.00672647 0.00213304 0.00459343 0.00323753 0.00205672
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=7
num_cat=0
split_feature=150 49 1 42 2 13
split_gain=2.32591e-05 3.35293e-05 4.0687e-05 7.12053e-05 5.33996e-05 3.42482e-05
threshold=0.11456000000000001 -0.026779999999999995 0.12337000000000002 0.084050000000000014 0.084055000000000005 -0.0013449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00029901821254401946 -0.00028465106822940457 0.00039805565451757086 0.00030529963273119684 -0.00049902335792651614 0.00014007991204205395 -0.00031584225245753051
leaf_weight=0.0014696855561079228 0.0010027943025175895 0.0010858111973612245 0.0011288060825741008 0.0013121329359553624 0.0011100238286744265 0.0014754480922331032
leaf_count=355 124 322 232 1124 458 506
internal_value=0 3.31049e-05 -3.0834e-05 -0.000106973 3.31482e-05 -0.000120101
internal_weight=0 0.00758191 0.00611222 0.00498342 0.00367128 0.00258547
internal_count=3121 2997 2642 2410 1286 964
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=6
num_cat=0
split_feature=52 13 2 48 13
split_gain=1.55569e-05 2.64009e-05 5.03999e-05 5.19844e-05 3.52174e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.083985000000000018 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00018713748117801804 -0.00030185108826806984 4.5159511851471065e-05 -0.00050104027668167672 0.0003451410474647063 -0.00034278069778349108
leaf_weight=0.0013951329947013156 0.0011363427105989428 0.0018765813046896708 0.0010540968660148068 0.0011059105833836186 0.0017282348703082818
leaf_count=190 501 1440 329 352 309
internal_value=0 -5.48925e-05 -0.000113466 -2.674e-05 -0.000140828
internal_weight=0 0.00715996 0.00576482 0.00471073 0.00360482
internal_count=3121 2620 2430 2101 1749
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=6
num_cat=0
split_feature=2 15 1 3 15
split_gain=1.90562e-05 2.93916e-05 4.05298e-05 5.62302e-05 4.92718e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00023742820291002952 -0.00023768356017568896 -0.00030694367263710845 8.2462080620740441e-05 -0.00020552278532060624 0.00061742435184841595
leaf_weight=0.0010938838831803886 0.0016956182032974608 0.0013025129134697951 0.0018125105547827669 0.0013690099941165864 0.001042737728290115
leaf_count=199 848 1197 432 185 260
internal_value=0 -4.02784e-05 1.83943e-05 0.000121184 0.00027783
internal_weight=0 0.00722239 0.00591988 0.00422426 0.00285525
internal_count=3121 2922 1725 877 692
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=7
num_cat=0
split_feature=2 16 4 2 15 0
split_gain=1.41214e-05 2.51006e-05 2.08383e-05 4.06491e-05 4.12481e-05 2.84172e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10981000000000002 -0.028889999999999996 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.010778657475710909 0.012830190590439451 0.0079277282925342592 -0.015378213631022384 0.015067116310405863 -0.0033995807822623288 -0.026790117337719768
leaf_weight=0.0010354597647898823 0.0010040803660535591 0.00121519724341938 0.001312060680621752 0.0011591079554158336 0.0010238465907814655 0.0010541885044146348
leaf_count=199 189 693 276 351 1269 144
internal_value=0 -0.00176094 -0.00430252 -0.00103863 -0.00670731 -0.0152656
internal_weight=0 0.00676848 0.0057644 0.00445234 0.00329323 0.00207804
internal_count=3121 2922 2733 2457 2106 1413
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.89264e-05 4.08036e-05 3.75878e-05 4.64254e-05 5.74946e-05 3.45088e-05
threshold=0.078340000000000007 -0.04890499999999999 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00047915122086210099 -0.00025506825017875326 -0.00032644505975183957 0.0001585503392665246 0.00039341309769160357 -0.00045530660778730583 1.1403921353916859e-05
leaf_weight=0.0011644329091101675 0.0010404348276377507 0.0015611502028975138 0.0013510568782513035 0.0010104514242324598 0.0010367676504168537 0.0012654026153898618
leaf_count=1046 208 823 196 276 232 340
internal_value=0 2.73949e-05 -7.45936e-05 4.11056e-05 -0.00010798 0.000235559
internal_weight=0 0.00738926 0.00495943 0.00339828 0.00238782 0.00242984
internal_count=3121 2913 1527 704 428 1386
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=7
num_cat=0
split_feature=52 13 2 150 3 0
split_gain=1.20718e-05 1.91898e-05 2.87797e-05 4.15214e-05 5.09272e-05 3.64601e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 0.086615000000000011 -1.0000000180025095e-35 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.014192888605166088 -0.010037439056845163 -0.014198446631526163 -0.014628100791313298 -0.013745506280899442 0.025842876359897501 0.011147273898696009
leaf_weight=0.001007269764615233 0.0010556567798464204 0.0010257104525213878 0.0011885299906049078 0.0011324289445176152 0.0011190386902349241 0.0012706379946610705
leaf_count=148 501 1549 344 219 156 204
internal_value=0 0.00146274 -0.000772602 0.00284841 0.0083504 -0.000173905
internal_weight=0 0.00674362 0.00573635 0.00454782 0.00341539 0.00229635
internal_count=3121 2620 2472 2128 1909 1753
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=6
num_cat=0
split_feature=2 4 49 0 15
split_gain=1.20062e-05 2.48299e-05 2.51174e-05 2.56029e-05 4.94019e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0099575736128423697 -0.015044530733172766 0.011792289796791398 -0.0077999335729848907 -0.0082331235648054838 0.023375151828951231
leaf_weight=0.0010327100357708377 0.0015805659756491421 0.00114585225085041 0.001020749530157593 0.0019889234820515472 0.0010125229700535469
leaf_count=199 477 259 652 329 1205
internal_value=0 -0.00162042 -0.00436353 -0.000166315 0.00772454
internal_weight=0 0.00674861 0.00560276 0.0040222 0.00203327
internal_count=3121 2922 2663 2186 1857
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.20923e-05 3.41382e-05 3.34592e-05 7.01312e-05 5.0114e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011327053573874191 0.0096780115293671563 -0.018134891713059324 0.0083906142415432084 0.026896990273690986 -0.018299746937694025
leaf_weight=0.001504161547843926 0.001092465558377706 0.0010595507622602508 0.001790026163809194 0.0011631687779211424 0.001158939751322304
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00167105 0.00143496 0.00610312 -0.00209866
internal_weight=0 0.00667585 0.0056163 0.00411213 0.00294897
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 16
split_gain=2.32583e-05 4.93546e-05 5.81798e-05 4.73058e-05 7.17208e-05 1.45791e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009 -0.082179999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.00022863790686886306 -0.000266612287258143 -0.00051344860033604271 8.6168518487550263e-05 0.00051656071254416245 0.00013057170475347995 -0.00019412198130214876
leaf_weight=0.0011096585727410025 0.0010989035852664447 0.0015090187645305829 0.0010585488416817194 0.0015580764459368515 0.0010298036481016857 0.0010991338099893746
leaf_count=174 165 1915 89 488 154 136
internal_value=0 -0.000116903 -0.00026624 9.04648e-05 0.000196891 -3.70621e-05
internal_weight=0 0.00367723 0.00256757 0.00478592 0.00368701 0.00212894
internal_count=3121 2178 2004 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=5
num_cat=0
split_feature=52 4 15 1
split_gain=1.05771e-05 3.39841e-05 2.87199e-05 4.88335e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.018584307385067899 0.0083037737613143019 0.0083044137684761925 0.011847263667938958 -0.014652270564682879
leaf_weight=0.0010066509251514186 0.001264152026727125 0.0017861846674447378 0.0017795495451845521 0.0019255041135998552
leaf_count=207 553 863 1172 326
internal_value=0 -0.00169361 0.00140278 -0.00360477
internal_weight=0 0.00649789 0.00549124 0.00371169
internal_count=3121 2568 2361 1189
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.70838e-05 4.55983e-05 4.51526e-05 5.51269e-05 6.44236e-05 4.17121e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00052477616625732238 -0.00024338441800760886 -0.00035218714175461196 0.00016760887872438124 0.00043198140426908561 -0.00048090409232038012 2.8506276777001644e-06
leaf_weight=0.0011272017154369813 0.0010187131728974968 0.0015835736602194234 0.0013584157862851524 0.0010129990969116832 0.0010396866167643732 0.001232337462811373
leaf_count=966 208 860 213 276 280 318
internal_value=0 2.75511e-05 -7.85686e-05 4.84564e-05 -0.000113551 0.000252185
internal_weight=0 0.00735421 0.00499468 0.0034111 0.0023981 0.00235954
internal_count=3121 2913 1629 769 493 1284
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=7
num_cat=0
split_feature=11 48 0 16 2 16
split_gain=1.82313e-05 4.11766e-05 0.000104723 3.23872e-05 5.88591e-05 2.70162e-05
threshold=0.078340000000000007 0.082620000000000013 -0.18901999999999997 -0.0034149999999999996 0.097845000000000015 -0.16927999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-5.40688945454677e-05 -0.00024202850151231199 -0.00016387362116108078 0.00071625550854250493 -0.00017059949013342591 0.00045496636925575668 -0.0004453254632915998
leaf_weight=0.0019308391816795509 0.0010371635009899325 0.0010557127145369716 0.0010238514499629229 0.0012570488922528586 0.0010708970569952452 0.0010461392852515214
leaf_count=356 208 79 475 411 260 1332
internal_value=0 3.55929e-05 0.000269449 -5.60801e-05 0.000117172 -0.00019156
internal_weight=0 0.00738449 0.00207956 0.00530492 0.00232795 0.00297698
internal_count=3121 2913 554 2359 671 1688
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=7
num_cat=0
split_feature=11 13 3 2 47 3
split_gain=1.61296e-05 4.57299e-05 3.05657e-05 6.84765e-05 4.61454e-05 3.51838e-05
threshold=0.078340000000000007 -0.084034999999999985 0.11296500000000002 0.099185000000000009 0.088195000000000009 -0.05647499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028301432325522358 -0.00023217262277971135 -0.00054986289323254915 -0.00034758456577576842 0.0004364427188829389 0.00021835880050340601 -5.9364130323034099e-05
leaf_weight=0.0019701463747846355 0.0010568474721194465 0.0010487400551273101 0.0011617183942659315 0.0010878977438881676 0.0010034121046246813 0.0012120382547454048
leaf_count=861 208 1018 97 501 201 235
internal_value=0 2.66007e-05 -6.50188e-05 1.04074e-05 -0.000131583 -0.000286899
internal_weight=0 0.00748395 0.00551381 0.00435209 0.00326419 0.00226078
internal_count=3121 2913 2052 1955 1454 1253
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=7
num_cat=0
split_feature=3 2 48 2 0 12
split_gain=2.35304e-05 3.59801e-05 4.09779e-05 6.50074e-05 4.1851e-05 2.57013e-05
threshold=0.13524500000000003 0.11548000000000001 0.091545000000000015 0.084245000000000014 -0.074479999999999977 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00027194648573248452 0.00023001310154727506 0.00028153530344179515 0.0002528181474652558 -0.00068590687707628846 -0.00016263622188543211 -0.00011818328759486313
leaf_weight=0.0010315478146884513 0.0014095333037120262 0.0010899405232982322 0.0010259517737426635 0.0011407139674514564 0.0012120113193649562 0.0017516940572191214
leaf_count=160 192 328 255 1161 327 698
internal_value=0 -4.68569e-05 -0.000104944 -0.00017641 -0.000416343 2.64098e-05
internal_weight=0 0.00725186 0.00616192 0.00513597 0.00235273 0.00278324
internal_count=3121 2929 2601 2346 1488 858
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=6
num_cat=0
split_feature=52 16 3 1 52
split_gain=1.15961e-05 2.03943e-05 6.08298e-05 4.66554e-05 4.45165e-05
threshold=0.11434500000000002 0.0065250000000000004 -0.13309499999999996 0.094385000000000011 -0.088204999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.023763708310604408 -0.0097994912663057591 -0.0057758877501654987 -0.0094432909431563326 0.014065648019331998 0.022280550222174025
leaf_weight=0.0010310880438110697 0.0010578365439624137 0.0010611153466460353 0.0014844675085349071 0.0019571928624561937 0.0012108768044838836
leaf_count=145 501 492 1383 410 190
internal_value=0 0.00146167 -0.00245745 0.0039257 0.00917702
internal_weight=0 0.00674474 0.00447275 0.00344166 0.00227199
internal_count=3121 2620 1938 1793 682
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=7
num_cat=0
split_feature=51 457 2 52 4 48
split_gain=1.47053e-05 3.54762e-05 4.35948e-05 6.07095e-05 4.31306e-05 3.03698e-05
threshold=-0.076794999999999988 0.045365000000000009 0.11093500000000002 0.084960000000000022 0.053180000000000012 0.081805000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00018560333450631073 -0.00024879170307155957 0.00037723686456597435 0.00044419500615662527 -0.00050203562368140693 0.00024556052289585647 -2.2705505185671619e-05
leaf_weight=0.0013737533251663723 0.0012421123528853742 0.0010057578080415767 0.0010465811432770423 0.0012377238903728311 0.0014954788009315188 0.0010970714270355172
leaf_count=537 898 227 268 801 250 140
internal_value=0 3.59603e-05 -2.01344e-05 -0.000141669 2.12608e-05 0.000205246
internal_weight=0 0.00712473 0.00611897 0.00397532 0.00273759 0.00214365
internal_count=3121 2584 2357 1949 1148 408
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=7
num_cat=0
split_feature=1 0 3 2 15 43
split_gain=2.48326e-05 3.49781e-05 5.49218e-05 6.0756e-05 1.81526e-05 4.59353e-06
threshold=0.11323000000000001 -0.23001499999999997 0.0068900000000000012 0.08622500000000001 -0.10324499999999999 -0.088249999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -5
right_child=4 2 -4 5 -6 -7
leaf_value=0.00025233141363309697 0.00031525059783874275 -0.00032492289277403103 -0.00046108273083846025 0.00011812962556445905 -7.297049758721961e-06 0.00030539043876553866
leaf_weight=0.0010591690574222063 0.001370330679573889 0.0013565970211614981 0.0014447824050054913 0.001006172287676393 0.0013141526197066346 0.0010083545726236171
leaf_count=104 247 979 165 347 219 1060
internal_value=0 -7.02785e-05 -0.000141231 -4.1496e-06 0.000157352 0.000211861
internal_weight=0 0.00587508 0.00481591 0.00337112 0.00268448 0.00201453
internal_count=3121 2655 2551 2386 466 1407
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=6
num_cat=0
split_feature=3 13 12 2 1
split_gain=1.27476e-05 3.23894e-05 3.85539e-05 5.65636e-05 5.71162e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0082433896289086581 0.0093915128622074316 -0.0065090001327794654 -0.020448098555522428 -0.019935006171701412 0.026221274348415025
leaf_weight=0.001496316459638135 0.0017839848660274734 0.0011409094041098613 0.0013808767188174852 0.0010085860202555591 0.0010008949812916087
leaf_count=303 843 186 1422 163 204
internal_value=0 -0.00202202 -0.0065156 -0.000408713 0.00878631
internal_weight=0 0.00631525 0.00453127 0.00315039 0.0021418
internal_count=3121 2818 1975 553 390
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=7
num_cat=0
split_feature=0 0 4 150 2 3
split_gain=3.26196e-05 7.0072e-05 4.97011e-05 4.11014e-05 4.27371e-05 4.08563e-05
threshold=-0.061629999999999997 -0.10151999999999999 -0.46376499999999993 0.081835000000000019 0.083215000000000011 -0.10023499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 -2 4 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.00020245311962052074 -0.00022417863220345084 -0.00054589276096681514 0.00049239212703454198 0.00031606318662883039 -0.00029993937811875412 -9.7223465033364448e-06
leaf_weight=0.0010333278964645839 0.0010188342604601345 0.0010756914885033048 0.0015256456250710944 0.0012305220031549532 0.0017594446176224961 0.0010530936720799745
leaf_count=95 183 1925 119 172 345 282
internal_value=0 -0.000101357 0.000142478 1.74972e-05 -0.000114054 0.000287341
internal_weight=0 0.00509899 0.00359757 0.00402329 0.00279277 0.00257874
internal_count=3121 2537 584 612 440 401
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=8
num_cat=0
split_feature=50 15 3 47 1 43 16
split_gain=8.34039e-05 6.13641e-05 4.14198e-05 6.02008e-05 4.9936e-05 2.68844e-05 1.17045e-05
threshold=0.077805000000000013 -0.24436499999999997 -0.083924999999999986 0.092530000000000015 0.094090000000000021 -0.13868499999999997 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00050808136943335399 -0.00053419142377553229 -4.5851465853839064e-05 -0.00034704495676890544 -0.00054042156745718651 0.00027678696955793351 0.00036708640367350405 -4.7971142476389877e-05
leaf_weight=0.0010169179058428591 0.0010320813639700848 0.0010382745235547057 0.001011485302380182 0.0010134139263368947 0.0014734559652601767 0.0014564969539615975 0.0010009770048911145
leaf_count=218 615 175 568 171 312 724 338
internal_value=0 5.80256e-05 -7.41087e-06 -0.00011977 2.52e-06 0.00019523 -0.000198289
internal_weight=0 0.00801102 0.0069941 0.00449933 0.00348592 0.00249477 0.00201246
internal_count=3121 2506 2288 1389 1218 899 906
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=6
num_cat=0
split_feature=15 49 0 3 4
split_gain=1.2219e-05 4.26581e-05 4.33502e-05 2.59813e-05 3.36993e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 0.10542000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.021520153321093576 -0.00043919435352176374 -0.014884578609727998 0.0086088606715887268 0.0087263544490530556 -0.023829752804845061
leaf_weight=0.0010109914093042374 0.0015468305564683849 0.0014401953552202309 0.0017275155454338394 0.0010806938598635347 0.0010234932546509176
leaf_count=256 775 244 884 95 867
internal_value=0 0.00363556 -0.0020724 -0.00428331 -0.00975323
internal_weight=0 0.0041787 0.00316771 0.00365102 0.00257032
internal_count=3121 1384 1128 1737 1642
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=6
num_cat=0
split_feature=4 15 151 3 13
split_gain=1.16835e-05 3.67241e-05 3.05077e-05 5.12466e-05 2.7829e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.083060000000000009 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.012821000987639964 0.016581314920910532 -0.008028234420132712 0.011561960378871016 -0.019689523492325417 -0.0093104854149916455
leaf_weight=0.0010275260332672231 0.0013662259869465631 0.0010902844894249072 0.0014749590127629353 0.0017289667168201065 0.0011267570477515895
leaf_count=463 266 160 1642 203 387
internal_value=0 0.00565874 -0.0026699 -0.00634537 0.00252247
internal_weight=0 0.00245651 0.00535821 0.00433068 0.00260172
internal_count=3121 426 2695 2232 2029
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=6
num_cat=0
split_feature=2 160 1 0 52
split_gain=1.5835e-05 2.35179e-05 3.59635e-05 5.40515e-05 3.69723e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10439500000000002 -0.16360999999999995 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=0.00021361891847259963 -0.00023792612936800192 -0.00032663488726569171 -0.00014548582269684703 0.00043393980866994925 0.00010618975333941001
leaf_weight=0.0011200155240720161 0.0017111534979001135 0.0015847874584369727 0.0010500118360059919 0.0015078235134820652 0.0014557807370002723
leaf_count=199 930 984 83 317 608
internal_value=0 -3.67523e-05 2.47365e-05 0.000196081 -0.000119405
internal_weight=0 0.00730956 0.0055984 0.00255784 0.00304057
internal_count=3121 2922 1992 400 1592
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=6
num_cat=0
split_feature=3 3 0 0 3
split_gain=1.12171e-05 2.20238e-05 3.46547e-05 4.6179e-05 2.50576e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.10607499999999999 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0062752578179778203 0.0086000289089725145 -0.010624756453360487 0.00024534098602197683 -0.022734995292420339 0.02070712477788951
leaf_weight=0.0012022803170248057 0.0012579435545294806 0.0019474745697416378 0.001206265789209196 0.0010093771530277095 0.0011878135511892642
leaf_count=302 192 228 172 1949 278
internal_value=0 -0.00170952 0.00206017 -0.00696472 0.0103974
internal_weight=0 0.00655321 0.00460574 0.00221166 0.00239408
internal_count=3121 2929 2701 2251 450
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 13
split_gain=1.67617e-05 3.99505e-05 4.47134e-05 4.07182e-05 5.77262e-05 3.41636e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00049034442480486119 -0.00023724453148136516 -0.00034140199294457863 0.00018333453568885404 0.0003871220032460169 -0.00043066084574662771 1.6436501350569498e-05
leaf_weight=0.0011138016398577312 0.0010252783920242864 0.0015804732494373308 0.001364145856293695 0.0010132224988658621 0.0010356610974373184 0.0012314519363806351
leaf_count=966 208 860 213 276 280 318
internal_value=0 3.0404e-05 -6.87413e-05 5.75199e-05 -8.16414e-05 0.000241504
internal_weight=0 0.00733876 0.0049935 0.00341303 0.00239981 0.00234525
internal_count=3121 2913 1629 769 493 1284
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=5
num_cat=0
split_feature=52 4 15 1
split_gain=1.15243e-05 3.40189e-05 2.98348e-05 3.83087e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.018562620325553818 0.0086675069192883869 0.0067416732959583005 0.011945793375428861 -0.013546565877641329
leaf_weight=0.0010153426333841808 0.0012708500681126141 0.0018001971857443968 0.0017948524474082957 0.0019268971175975748
leaf_count=207 553 863 1172 326
internal_value=0 -0.00173971 0.00135359 -0.00374729
internal_weight=0 0.00653729 0.00552195 0.00372709
internal_count=3121 2568 2361 1189
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=7
num_cat=0
split_feature=1 52 151 1 13 0
split_gain=2.00232e-05 5.44285e-05 3.89322e-05 9.71806e-05 4.8126e-05 2.77299e-05
threshold=0.10439500000000002 -0.057699999999999994 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997 -0.10324499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.00024686959637559744 0.00047139448686303272 0.00011682121964087984 -0.0002707628857743404 -0.00067092169975247634 0.00028291209074639853 -0.0002714891223526054
leaf_weight=0.001011778420593992 0.001091070611910821 0.0017316581819789086 0.0011114877109407685 0.0011069111286860331 0.0013208202704761089 0.0011949615235275876
leaf_count=393 276 173 816 595 632 236
internal_value=0 9.76183e-05 -9.23198e-05 -0.000189286 2.99002e-05 -4.17289e-05
internal_weight=0 0.00401769 0.004551 0.00353922 0.00243231 0.00292662
internal_count=3121 685 2436 2043 1448 409
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=6
num_cat=0
split_feature=1 52 3 4 0
split_gain=1.26809e-05 4.51019e-05 3.41853e-05 3.76654e-05 1.80016e-05
threshold=0.10439500000000002 -0.057699999999999994 -0.12018999999999998 -0.0016099999999999997 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.010654084638164932 0.022263978544633394 0.0042525479255386871 -0.00099227554799503426 -0.024390882967392856 -0.012445710929301782
leaf_weight=0.0011669256299126894 0.0010068584192063344 0.0015799638582006884 0.0018809149979134758 0.0010846929887109893 0.0010917011060751489
leaf_count=223 276 173 1651 562 236
internal_value=0 0.00422685 -0.00384522 -0.00955049 -0.00257073
internal_weight=0 0.00367852 0.00413253 0.00296561 0.00267166
internal_count=3121 685 2436 2213 409
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=6
num_cat=0
split_feature=11 13 12 49 15
split_gain=1.68862e-05 3.59953e-05 2.86835e-05 4.27027e-05 6.13769e-05
threshold=0.078340000000000007 -0.084034999999999985 0.051320000000000005 -0.046979999999999987 -0.037864999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0002618099633672003 -0.00023957249360980929 -0.00030030819088669106 -0.00027745843932554921 -0.00012434595523144802 0.00045814593717173629
leaf_weight=0.0019081597040553544 0.0010139683585476079 0.0010366395373793864 0.0015423470467078346 0.001395543998637195 0.0013864091557312767
leaf_count=861 208 154 1452 272 174
internal_value=0 3.05367e-05 -5.17822e-05 3.93695e-05 0.000165944
internal_weight=0 0.0072691 0.00536094 0.00381859 0.00278195
internal_count=3121 2913 2052 600 446
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=7
num_cat=0
split_feature=47 4 15 52 2 4
split_gain=2.33483e-05 5.35211e-05 8.69335e-05 7.10973e-05 7.30763e-05 7.9102e-05
threshold=0.11596500000000001 0.24564500000000003 -0.43375999999999998 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00051758864529812096 -0.00027495372614041855 -0.0001475462768585413 0.00060177132290569217 0.00047872569743171497 -0.00031452232091930661 -0.00020990387218279598
leaf_weight=0.0010922877023109429 0.0010357143867459964 0.0010441557553068457 0.001384666399822919 0.0017727031300579683 0.0014414342506790263 0.0010048526323793447
leaf_count=606 139 169 227 1332 321 327
internal_value=0 3.85251e-05 0.000279638 -7.17347e-05 4.3696e-05 0.000229596
internal_weight=0 0.0077401 0.00242882 0.00531128 0.00421899 0.00277756
internal_count=3121 2982 396 2586 1980 1659
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=6
num_cat=0
split_feature=51 52 52 2 15
split_gain=1.28193e-05 2.39105e-05 2.56236e-05 6.45956e-05 8.15291e-05
threshold=-0.076794999999999988 -0.046924999999999988 0.10744000000000002 0.10097500000000002 -0.024814999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0091967777285469569 0.013283352041653096 -0.011585287168746522 0.011693756193405385 -0.021015464918819671 0.025387107181919423
leaf_weight=0.0012787442221543037 0.0014102368689327162 0.0013250149106620757 0.0011551244597827444 0.0015689605396523977 0.0010846676275349423
leaf_count=537 602 316 528 289 849
internal_value=0 0.00175029 -0.00141783 -0.00522453 0.00505705
internal_weight=0 0.006544 0.00513377 0.00397864 0.00240968
internal_count=3121 2584 1982 1454 1165
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=7
num_cat=0
split_feature=4 15 151 16 13 15
split_gain=1.63451e-05 3.08193e-05 2.6733e-05 3.96277e-05 2.28521e-05 3.70748e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.088909999999999989 -0.061684999999999997 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.011409439607791574 0.01673308984140429 -0.005817660764734502 -0.023787128485554979 0.010647505294391665 0.0071324469833085021 -0.018827360384542892
leaf_weight=0.0010220814220513611 0.0013649086238410877 0.0010900284150912357 0.0010214721669512907 0.0010844031549297199 0.0010060578704410154 0.0012139940817508853
leaf_count=463 266 160 501 771 268 692
internal_value=0 0.00672022 -0.00313593 -0.00657254 -0.00125118 -0.00706319
internal_weight=0 0.00245494 0.00534801 0.00432593 0.00330446 0.00222005
internal_count=3121 426 2695 2232 1731 960
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=6
num_cat=0
split_feature=160 16 0 4 2
split_gain=2.05008e-05 3.72555e-05 4.78302e-05 6.20559e-05 3.81302e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 0.25615500000000008 0.096540000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00018286806332675975 -0.00010840108994620442 -0.00040225847727806696 0.00058188817493097923 -3.7281187101612813e-05 8.4720505345039308e-05
leaf_weight=0.0018656879248409091 0.0015444656746162327 0.001145804285159641 0.001518339782038441 0.0010545865785069933 0.0013424134892549653
leaf_count=970 137 447 1005 187 375
internal_value=0 4.98949e-05 0.000164368 0.000328104 -0.000139529
internal_weight=0 0.00660561 0.00411739 0.00257293 0.00248822
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=6
num_cat=0
split_feature=4 15 52 2 4
split_gain=1.32667e-05 2.51981e-05 2.2488e-05 4.55948e-05 4.72929e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.088204999999999992 0.10097500000000002 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.014136169035126371 0.015114176976299252 -0.0052737824455199329 0.020339359883255168 -0.013272156958187176 -0.0071942148345348891
leaf_weight=0.001323250430478512 0.001363833804202072 0.0010912531421365913 0.0015013951960968473 0.0014517816617710929 0.0010673056655826081
leaf_count=655 266 160 1321 354 365
internal_value=0 0.006052 -0.00282854 0.000893106 0.00889905
internal_weight=0 0.00245509 0.00534373 0.00402048 0.0025687
internal_count=3121 426 2695 2040 1686
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=7
num_cat=0
split_feature=160 16 0 2 49 15
split_gain=3.03111e-05 5.59574e-05 4.14068e-05 4.11934e-05 2.75179e-05 4.51564e-06
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.098035000000000011 -0.020744999999999996 -0.093244999999999981
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -4
right_child=1 3 5 -5 -6 -7
leaf_value=-0.00021991233718494691 0.00024448217247843417 -0.000399608974215351 0.00049562655714584095 0.0001014657721549368 -0.00020455667612730293 0.00031081152867900902
leaf_weight=0.0018778723157060829 0.0010039009979935249 0.0013600677616164179 0.0010054893479096688 0.001176377278315024 0.0010991973521574548 0.0010278848490632164
leaf_count=970 110 478 198 344 154 867
internal_value=0 6.20838e-05 0.000202688 -0.000167216 9.78924e-06 0.000402201
internal_weight=0 0.00667292 0.00413647 0.00253645 0.0021031 0.00203337
internal_count=3121 2151 1329 822 264 1065
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=5
num_cat=0
split_feature=160 16 0 2
split_gain=1.43413e-05 3.30836e-05 3.8643e-05 3.77264e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.11756999999999999 0.098035000000000011
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0081262316722045431 -0.0019273801720047898 -0.019185510405238512 0.018294819594751367 0.0064314728287856908
leaf_weight=0.0017080028547081594 0.0019244551703467374 0.0012276551561082886 0.0018566110882538935 0.0010812176456094383
leaf_count=970 264 478 1065 344
internal_value=0 0.00224269 0.0080023 -0.00718938
internal_weight=0 0.00608994 0.00378107 0.00230887
internal_count=3121 2151 1329 822
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=7
num_cat=0
split_feature=1 0 3 15 4 0
split_gain=1.22612e-05 2.46469e-05 3.16314e-05 3.27212e-05 3.14755e-05 1.46632e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.12018999999999998 -0.086849999999999997 -0.111605 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2
right_child=5 2 3 4 -6 -7
leaf_value=0.011565339031584791 0.015120943472020993 0.0061314595031309489 0.0029236865844269383 -0.0061424754772564398 -0.030971887092511065 -0.0015435040228165271
leaf_weight=0.0010275469514645095 0.001017399118568062 0.0015461653001879226 0.0010545689064359641 0.0010041828807425281 0.0010386054299763386 0.0010977124838227759
leaf_count=108 189 295 543 149 1611 226
internal_value=0 -0.00244898 -0.00555015 -0.0113815 -0.0187664 0.00647234
internal_weight=0 0.00567107 0.00464352 0.00309736 0.00204279 0.00211511
internal_count=3121 2706 2598 2303 1760 415
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=1.69444e-05 2.1934e-05 4.01706e-05 5.24324e-05 4.8812e-05 1.97398e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00025180480280994683 -0.00022805259626972068 0.00053322205341325318 -0.00036621032706240028 -0.00029957182679369611 -0.00011734233119246248 0.0001610919471395409
leaf_weight=0.0013895337307509919 0.0011272683137273972 0.0011452784478340396 0.0010669905309041629 0.0012006319953873964 0.0013618886744826224 0.0010509415439052124
leaf_count=190 501 965 329 216 330 590
internal_value=0 3.04426e-05 -2.23559e-05 5.47421e-05 0.0001743 0.000355149
internal_weight=0 0.00721526 0.00582573 0.00475874 0.00355811 0.00219622
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=6
num_cat=0
split_feature=11 43 2 3 0
split_gain=1.30161e-05 3.10739e-05 3.59842e-05 2.84689e-05 2.15185e-05
threshold=0.076920000000000002 -0.04890499999999999 0.089885000000000007 0.12178000000000001 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.020378868862024502 -0.01064915962684481 -0.016082067498807529 0.011614148250871967 -0.0075935667748875547 0.00051989982121775774
leaf_weight=0.0011956016177214444 0.0010048994285517966 0.0014632224206687309 0.0017066383526914313 0.0014084938064185001 0.0010036683330801243
leaf_count=1172 226 818 524 176 205
internal_value=0 0.00154639 -0.00314654 0.00292946 0.0113159
internal_weight=0 0.00677762 0.00457835 0.00311513 0.00219927
internal_count=3121 2895 1518 700 1377
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=6
num_cat=0
split_feature=3 39 3 16 0
split_gain=1.31412e-05 2.01604e-05 4.19447e-05 6.88901e-05 5.33064e-05
threshold=0.13524500000000003 0.0046100000000000004 -0.10519499999999998 -0.25582999999999995 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.025497522471421643 0.0093874776378532303 0.010940664692851152 0.0037300171229463306 -0.0093323149661449414 -0.022556120368115277
leaf_weight=0.0010162188863150675 0.0012454762159957522 0.0010403540995390188 0.0013155660222288338 0.0012871565888783448 0.0018653980393534728
leaf_count=94 192 335 143 299 2058
internal_value=0 -0.001822 -0.00424302 0.00603415 -0.0116848
internal_weight=0 0.00652469 0.00548434 0.00230338 0.00318096
internal_count=3121 2929 2594 393 2201
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=7
num_cat=0
split_feature=11 43 13 52 4 13
split_gain=1.80958e-05 3.65282e-05 3.10448e-05 3.93161e-05 5.93034e-05 2.84418e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.10664 -0.0064899999999999992 0.098655000000000007 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=0.00045976422845719526 -0.00024668562300287923 0.0001963879689392857 -0.00044733722728582744 0.00030845472874612253 -0.00031342575452685152 2.9964086338654474e-05
leaf_weight=0.0011229204496421726 0.0010065954669059296 0.0012949735828431592 0.0011987659373880583 0.0011466603519447584 0.0012134571450426817 0.0012518752074112962
leaf_count=1046 208 230 315 824 158 340
internal_value=0 3.39231e-05 -6.35724e-05 -0.000158164 -1.12858e-05 0.000233195
internal_weight=0 0.00722865 0.00485386 0.00355888 0.00236012 0.0023748
internal_count=3121 2913 1527 1297 982 1386
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=7
num_cat=0
split_feature=2 1 4 13 1 13
split_gain=2.26923e-05 2.76471e-05 5.13994e-05 5.13364e-05 6.89569e-05 2.44024e-05
threshold=-1.0000000180025095e-35 0.10587000000000001 -0.0016099999999999997 -0.059629999999999996 0.11634000000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2
right_child=1 3 -4 4 -6 -7
leaf_value=0.00026055038665940959 -0.00022451820786191 0.00045133404840160403 -0.00049519703606773816 0.00026771383381549575 -0.00042786085693585145 0.00013792235357338236
leaf_weight=0.0011446192375732843 0.0011893428220454184 0.0010678914555595758 0.001148374180323296 0.0011189641889523148 0.0010738118996966904 0.0017877234518462552
leaf_count=199 1008 269 576 129 135 805
internal_value=0 -3.6154e-05 -0.000142805 9.87822e-05 -7.29121e-05 -6.87324e-06
internal_weight=0 0.00738611 0.00412544 0.00326067 0.00219278 0.00297707
internal_count=3121 2922 2389 533 264 1813
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=7
num_cat=0
split_feature=47 4 52 16 2 16
split_gain=2.81676e-05 5.76447e-05 6.01202e-05 8.34377e-05 5.95288e-05 4.48251e-05
threshold=0.11596500000000001 0.24564500000000003 -0.088204999999999992 -0.0094449999999999968 0.092875000000000013 -0.5315899999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=-0.00048016001658324637 -0.0003014465587773739 -5.4834716406683163e-06 7.8027530741530047e-05 0.00036595530212169854 -0.00054509461300222665 0.00054240944109526425
leaf_weight=0.0010742367521393952 0.001005892628976106 0.0010168566490775244 0.0013319261757122087 0.0017483217140640273 0.001057385690241579 0.0013185196498692537
leaf_count=606 139 85 1145 461 374 311
internal_value=0 4.78526e-05 -6.68563e-05 4.04481e-05 -0.000197734 0.000303849
internal_weight=0 0.00754725 0.00521187 0.00413763 0.00238931 0.00233538
internal_count=3121 2982 2586 1980 1519 396
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=6
num_cat=0
split_feature=11 16 2 0 4
split_gain=1.18082e-05 2.90951e-05 4.38445e-05 4.45425e-05 3.11775e-05
threshold=0.076920000000000002 -0.36241499999999999 0.10855000000000002 -0.053834999999999994 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010841746545772146 -0.010137258138401118 -0.0035734077075255306 0.020206900676732406 -0.01369868663592943 0.019423389465252679
leaf_weight=0.0014933926027519634 0.0010035865252187096 0.0011551088063004437 0.0013909158352346288 0.0015404925263887343 0.0012040322599810509
leaf_count=343 226 1669 420 207 256
internal_value=0 0.00148455 0.00496396 -0.000472868 0.00816344
internal_weight=0 0.00678394 0.00529055 0.00389963 0.00235914
internal_count=3121 2895 2552 2132 1925
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=7
num_cat=0
split_feature=159 3 0 150 2 13
split_gain=8.08868e-05 4.53602e-05 3.6557e-05 3.89082e-05 3.23466e-05 2.95451e-05
threshold=-1.0000000180025095e-35 0.13524500000000003 -0.074229999999999977 0.076925000000000007 0.084055000000000005 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00053173049264469284 -6.3354142626076589e-05 0.00039640934714923218 0.00039885846361697335 0.00013219230701400154 -0.00053138864467422897 -4.0255443214620751e-06
leaf_weight=0.0010064922338068969 0.0011450388560743804 0.0012798028843266328 0.0011536834590543097 0.001278821626581193 0.0011259953823012842 0.0017788749735511969
leaf_count=509 422 174 499 277 992 248
internal_value=0 5.90666e-05 -7.53396e-06 -0.000141367 -0.000295409 0.000154471
internal_weight=0 0.00776222 0.00648241 0.00354986 0.00227103 0.00293256
internal_count=3121 2612 2438 1691 1414 747
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=6
num_cat=0
split_feature=2 16 160 1 52
split_gain=2.0895e-05 3.40763e-05 2.77258e-05 3.53312e-05 4.83993e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 -1.0000000180025095e-35 0.10538500000000002 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00025094808444787715 0.00028048196162282907 -0.00031372612020488512 -0.0004085214917593166 0.00020567144264203058 0.00010405801317319134
leaf_weight=0.0011120311313355226 0.0010993779635986274 0.0016287653833450943 0.0014061080429397792 0.001723814412320294 0.0014269784904387577
leaf_count=199 189 897 930 303 603
internal_value=0 -3.76151e-05 -9.41505e-05 -1.5668e-05 -0.000150344
internal_weight=0 0.00728504 0.00618567 0.0045569 0.00283309
internal_count=3121 2922 2733 1836 1533
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=7
num_cat=0
split_feature=0 47 15 1 4 43
split_gain=1.89613e-05 3.76747e-05 3.76587e-05 6.07226e-05 5.58413e-05 3.42073e-05
threshold=-0.019414999999999998 0.092530000000000015 1.0000000180025095e-35 0.11039500000000001 0.0049200000000000008 -0.043144999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=2.2578933374239792e-05 0.00041514217521713498 -0.00032876330438520664 -0.00029083080648490599 -0.000249701900517616 0.00066340001666045272 -3.9663420725909362e-05
leaf_weight=0.001088980451305089 0.0010258475212210722 0.0015362134855149067 0.0010513802305297222 0.0010382349919121382 0.0010055717216633383 0.0016722521729779722
leaf_count=698 146 310 1144 247 357 219
internal_value=0 -6.61476e-05 3.02716e-05 0.000138035 0.00033023 0.000133259
internal_weight=0 0.00572038 0.00418417 0.00313279 0.00209455 0.0026981
internal_count=3121 2756 2446 1302 1055 365
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=6
num_cat=0
split_feature=51 48 52 43 0
split_gain=1.32491e-05 2.60416e-05 3.62302e-05 5.79958e-05 5.1612e-05
threshold=0.08955500000000001 0.092065000000000022 -0.088204999999999992 -0.00067499999999999993 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011994691885262754 -0.0098081064309147332 -0.012921796884532792 -0.0077828818343963022 0.026356242866231189 -0.0006461904215004057
leaf_weight=0.0010873769238051653 0.0011747266766658484 0.001027576408333882 0.0014945845396808865 0.0018991655034149807 0.001128451362400004
leaf_count=538 409 248 1265 591 70
internal_value=0 0.00171348 0.0043944 0.00833521 0.0162919
internal_weight=0 0.00663715 0.00560958 0.0045222 0.00302762
internal_count=3121 2712 2464 1926 661
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=7
num_cat=0
split_feature=1 13 2 2 1 47
split_gain=2.16411e-05 2.45362e-05 6.62509e-05 2.37911e-05 4.70463e-05 1.88503e-05
threshold=0.11588000000000001 -0.036034999999999991 0.097845000000000015 0.093175000000000022 0.10234000000000001 0.11069000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2
right_child=5 3 -4 4 -6 -7
leaf_value=-0.00058899241164218582 6.7210909184231669e-06 0.00018634309912007689 9.2178888454165026e-05 -0.00038530685726670118 0.00019667243951273762 0.00035800934699006874
leaf_weight=0.0010281662439455103 0.0013394669149915345 0.0019731192626092605 0.0011778148482374715 0.0011372452062662552 0.001006827260641557 0.0010458303966144364
leaf_count=1145 317 751 295 348 167 98
internal_value=0 -5.84372e-05 -0.000225302 3.09687e-05 -0.000112017 0.000160743
internal_weight=0 0.00632317 0.00220598 0.00411719 0.00214407 0.0023853
internal_count=3121 2706 1440 1266 515 415
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=7
num_cat=0
split_feature=16 13 3 1 3 4
split_gain=2.03363e-05 4.95091e-05 4.1487e-05 7.68428e-05 3.00859e-05 1.94434e-05
threshold=0.0039400000000000008 0.038215000000000006 -0.13309499999999996 0.11551000000000002 -1.0000000180025095e-35 0.042705000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00040096124113133118 -7.4650279279120499e-05 0.00044723029553718095 -0.00039976529971446771 0.00048540046252105323 -0.00017784209719697469 0.00019688992403553356
leaf_weight=0.0011858031285957686 0.0018235742354520579 0.0011331606602850567 0.0010860688071239644 0.0010116878623696868 0.0011146260372778953 0.001019025810051144
leaf_count=172 640 188 1671 238 114 98
internal_value=0 0.000125359 -7.68202e-05 1.40165e-05 -0.0001341 1.12881e-06
internal_weight=0 0.00295673 0.00541721 0.00423141 0.00321972 0.00213365
internal_count=3121 828 2293 2121 1883 212
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=6
num_cat=0
split_feature=0 47 12 2 52
split_gain=1.32762e-05 2.8659e-05 2.63401e-05 2.42507e-05 4.76672e-05
threshold=-0.019414999999999998 0.092530000000000015 0.080890000000000017 0.11215000000000001 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.0091243943469381354 0.018478349219817763 -0.014940757207154279 -0.0024087971183209523 -0.0096689388616679629 0.018428200661499569
leaf_weight=0.0010623527555703111 0.0010080643461349548 0.0014323001428788451 0.0015053221474875564 0.0012771446590341693 0.0015354174747256666
leaf_count=480 193 310 172 388 1578
internal_value=0 -0.00285397 0.00596858 0.00161372 0.00716062
internal_weight=0 0.00530722 0.00251339 0.00387491 0.00259777
internal_count=3121 2756 365 2446 2058
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=1.8118e-05 3.51345e-05 2.25254e-05 3.44746e-05 6.97297e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.033174999999999989 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-4.938597458677788e-05 -0.00025461812437750468 0.00039839964023456807 -0.0001592018820685304 -0.00028653217413832045 0.00046062924515600899
leaf_weight=0.0017073737515250155 0.0016882447740905098 0.0011127316324186156 0.0014933698707882727 0.0010471994223493668 0.0013098447348009667
leaf_count=1013 945 442 364 170 187
internal_value=0 0.000127297 -6.57756e-05 1.70239e-05 0.000130424
internal_weight=0 0.00282011 0.00553866 0.00385041 0.00280321
internal_count=3121 1455 1666 721 551
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=6
num_cat=0
split_feature=11 43 2 13 3
split_gain=1.5646e-05 4.74821e-05 3.0938e-05 3.07592e-05 2.85208e-05
threshold=0.078340000000000007 -0.04890499999999999 0.089885000000000007 -0.00096999999999999983 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00048840398430151182 -0.00023067483789284985 -0.00031137699095413465 0.00022660294975690939 4.350565926019936e-05 -0.00013838437750740825
leaf_weight=0.0011369646535284422 0.0010207310731046556 0.0015489294728340303 0.0014828863731757114 0.0012591304510105889 0.0018500677492179788
leaf_count=1046 208 823 495 340 209
internal_value=0 2.85495e-05 -8.24057e-05 0.000254613 2.40045e-05
internal_weight=0 0.00727798 0.00488188 0.0023961 0.00333295
internal_count=3121 2913 1527 1386 704
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=7
num_cat=0
split_feature=52 13 0 0 13 2
split_gain=1.90211e-05 3.64232e-05 2.12604e-05 3.23618e-05 2.70503e-05 1.81742e-05
threshold=0.11434500000000002 -0.23438999999999996 -0.074229999999999977 -0.17169499999999996 0.0076650000000000008 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.00037604762026752187 -0.00023948682320534411 8.9256264841806621e-05 0.00036265897826137048 -9.639970304146128e-05 -4.0674481851184723e-05 -0.00046559218257954791
leaf_weight=0.0010150921569965282 0.0011552599142289205 0.0015694528170743368 0.001003272934565655 0.0010045018835403237 0.001762189048401928 0.0010469173591282561
leaf_count=137 501 153 510 370 224 1226
internal_value=0 3.10354e-05 -2.38035e-05 -0.000122674 0.00010565 -0.000284813
internal_weight=0 0.00740143 0.00638633 0.00362087 0.00276546 0.00205142
internal_count=3121 2620 2483 1749 734 1596
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=7
num_cat=0
split_feature=1 457 0 12 16 1
split_gain=1.23612e-05 1.79653e-05 3.93214e-05 1.46791e-05 3.90845e-05 1.09014e-05
threshold=0.11588000000000001 0.032140000000000009 0.041630000000000007 0.084100000000000022 -0.071359999999999993 0.13265500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.019832676073685954 0.01399069139365533 0.0096698552310067083 0.0084650472015948709 -0.020293209947025003 0.0076175678188607088 -0.00033793973204026087
leaf_weight=0.0010451953740114419 0.0010129024824130748 0.0010074900336778719 0.001477569842936355 0.0011505001613451283 0.0010297001778117379 0.0011159819406381523
leaf_count=215 191 263 202 1747 279 224
internal_value=0 -0.00244859 -0.00504466 -0.0112335 -0.00621005 0.00647948
internal_weight=0 0.00571046 0.00470297 0.0032254 0.0020749 0.00212888
internal_count=3121 2706 2443 2241 494 415
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=7
num_cat=0
split_feature=40 4 48 52 15 0
split_gain=2.51626e-05 3.52504e-05 9.14404e-05 5.38814e-05 4.82952e-05 7.52833e-05
threshold=-0.013874999999999998 -0.033174999999999989 0.085845000000000019 0.077655000000000016 -0.11713499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00026128777501654461 -0.00053497643175383293 -0.00010476291627022295 -0.00036425311403237982 5.4993132186186747e-05 0.00072410624399310954 2.1896042895851054e-05
leaf_weight=0.0012292479791487327 0.0011819165036054216 0.001157157706609355 0.0014360226508700839 0.0011988757319154092 0.001214003030724416 0.0011364766240878239
leaf_count=329 714 195 342 691 158 692
internal_value=0 -4.1876e-05 5.25215e-05 -0.00023789 0.000223149 0.000384582
internal_weight=0 0.00732445 0.00494366 0.00238079 0.00350764 0.00235048
internal_count=3121 2792 1387 1405 1045 850
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=7
num_cat=0
split_feature=1 16 3 151 1 13
split_gain=3.3654e-05 5.14073e-05 5.63331e-05 3.38892e-05 7.19222e-05 3.66763e-05
threshold=0.10439500000000002 -0.5315899999999999 0.11296500000000002 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00020155432217961643 -0.00025766492482670551 0.00046885773586146403 -6.7885932908494926e-05 -0.00028020873865899183 -0.00061863822150418774 0.00019875680942794179
leaf_weight=0.0010118866355568329 0.0010036451319910262 0.0018643641925956841 0.0012597542178595707 0.0011260795497380291 0.0011135445018573935 0.0013534158727178389
leaf_count=393 76 432 177 816 595 632
internal_value=0 0.000128398 0.000252424 -0.000115413 -0.000204678 -1.87686e-05
internal_weight=0 0.00412776 0.00312412 0.00460493 0.00359304 0.0024795
internal_count=3121 685 609 2436 2043 1448
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=6
num_cat=0
split_feature=43 43 4 52 15
split_gain=1.24735e-05 3.05023e-05 1.84089e-05 2.94021e-05 8.25066e-05
threshold=-0.04890499999999999 -0.14169499999999999 -0.033174999999999989 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0038329592826152285 -0.011848206391503663 0.01782783574569417 0.0148583687773629 -0.020461208171029574 0.015951199242312423
leaf_weight=0.0014975265783147389 0.0015853367877873819 0.0011488407518619728 0.0010840867152614054 0.0014481160300266543 0.0010911961529994393
leaf_count=299 945 1156 211 262 248
internal_value=0 0.00557042 -0.00286057 0.00107177 -0.00481403
internal_weight=0 0.00264637 0.00520874 0.0036234 0.00253931
internal_count=3121 1455 1666 721 510
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=1.30039e-05 2.45619e-05 4.92747e-05 4.09018e-05 3.4751e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.019207503029078046 0.0083439108740656614 -0.011743566965636299 0.012203227383524865 -0.02313632280154446 0.0017712830292818357
leaf_weight=0.0012124142331425966 0.0015030796984039667 0.0018375835690336625 0.0010238043263822677 0.0012402708711366746 0.0010214890052197198
leaf_count=160 279 1443 437 668 134
internal_value=0 -0.00200212 0.0019776 -0.00438045 -0.0118872
internal_weight=0 0.00633556 0.00449798 0.00328556 0.00226176
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=6
num_cat=0
split_feature=47 2 47 2 3
split_gain=3.032e-05 5.07494e-05 4.75855e-05 4.02959e-05 6.13737e-05
threshold=0.11669500000000001 0.11510000000000002 0.085270000000000026 0.084245000000000014 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00013701860003384437 -0.00031839508650400081 0.00039423936781053963 0.00032932001158016849 -0.0004550106827226905 7.0046112712236598e-05
leaf_weight=0.0017244888163963842 0.0010014492411142993 0.0013201821113770704 0.0011699786864683903 0.0019911704086264213 0.0015012173686132415
leaf_count=728 133 398 254 1461 147
internal_value=0 4.42716e-05 -2.80678e-05 -0.000108218 -0.000229313
internal_weight=0 0.00770704 0.00638686 0.00521688 0.00349239
internal_count=3121 2988 2590 2336 1608
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=6
num_cat=0
split_feature=3 13 12 2 1
split_gain=1.28861e-05 3.16891e-05 3.30206e-05 5.38857e-05 2.82986e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.11215000000000001 0.093575000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.008305173817860367 0.0092712257435953304 -0.0029755678777039908 -0.019258190566333086 -0.019817919074500354 0.020024052188338769
leaf_weight=0.0015043509386939687 0.001791825497848132 0.001099765023533472 0.0013921942293198433 0.0010089907360673399 0.0010416647428181745
leaf_count=303 843 180 1422 163 210
internal_value=0 -0.00199053 -0.00643271 -0.000765032 0.00821223
internal_weight=0 0.00633444 0.00454261 0.00315042 0.00214143
internal_count=3121 2818 1975 553 390
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=6
num_cat=0
split_feature=52 147 160 2 16
split_gain=1.43524e-05 2.59675e-05 3.73205e-05 3.56927e-05 7.60596e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.11093500000000002 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0001516603497910801 -0.00043092376925257364 0.00024095298463889942 0.00025510963051079109 0.00022480739380220422 -0.00039394537714136781
leaf_weight=0.0018008643398311442 0.0010550731462650479 0.0010220343706327448 0.0011221443225147842 0.0015056087699495367 0.0018199407701226522
leaf_count=771 777 124 165 243 1041
internal_value=0 -4.60718e-05 -9.93812e-05 -2.07333e-05 -0.000146389
internal_weight=0 0.0065248 0.00550277 0.00444769 0.00294209
internal_count=3121 2350 2226 1449 1206
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=7
num_cat=0
split_feature=43 3 160 12 1 4
split_gain=1.32712e-05 2.68273e-05 1.78779e-05 2.35219e-05 2.36807e-05 1.33886e-05
threshold=-0.04890499999999999 -0.075944999999999985 1.0000000180025095e-35 0.09857500000000001 0.111945 0.0067750000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.0023257697793875719 0.0060418272271272559 0.018347975079629594 -0.014576403187912357 -0.01319171904983983 0.016017440072995055 -0.010269593492004507
leaf_weight=0.0016039784381204352 0.0010006177609903763 0.0010312294634316397 0.0010539226235953209 0.0010179749566783742 0.0011127085158442089 0.0010123018911578838
leaf_count=1013 852 442 204 237 200 173
internal_value=0 0.00576444 -0.00294734 1.05061e-05 0.00431029 -0.00216122
internal_weight=0 0.00263521 0.00519753 0.0041436 0.00312563 0.00201292
internal_count=3121 1455 1666 1462 1225 1025
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=1.28695e-05 2.17073e-05 3.77587e-05 1.84813e-05
threshold=0.11217000000000001 -0.074359999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0086787723847540129 0.0077410065836714288 -0.0082960383732340239 -0.016559162188715507 0.0081689403413507927
leaf_weight=0.0014252313602308069 0.001680051523042644 0.0011147642252173928 0.0018464671379320435 0.0017549563104611418
leaf_count=1050 217 187 1417 250
internal_value=0 -0.0021361 -0.00540435 0.001773
internal_weight=0 0.00614142 0.00471619 0.00286972
internal_count=3121 2904 1854 437
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=7
num_cat=0
split_feature=0 51 4 3 4 2
split_gain=1.2618e-05 2.74344e-05 3.52087e-05 3.28824e-05 1.79265e-05 1.13214e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.36766000000000004 0.090900000000000009 -0.42529999999999996 0.080205000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.017664566617214422 -0.004364950186989949 -0.0047986664802577468 0.016674679598272114 0.0085676974903687569 0.012837643597477863 -0.019707973194784598
leaf_weight=0.0010036444046209901 0.0010222260092381159 0.0010260543839439883 0.0010442571397648705 0.0012184356071956066 0.0014869160643730115 0.001011309752488376
leaf_count=435 178 523 229 152 187 1417
internal_value=0 -0.00277762 0.000697033 -0.0044276 0.0058293 -0.0121994
internal_weight=0 0.0053037 0.00430006 0.0032558 0.00250914 0.00203736
internal_count=3121 2756 2321 2092 365 1940
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=7
num_cat=0
split_feature=151 1 2 1 1 13
split_gain=2.86062e-05 3.4529e-05 4.74009e-05 5.52659e-05 3.2223e-05 2.15485e-05
threshold=-0.083274999999999988 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.11392000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6
right_child=1 4 -4 -5 5 -7
leaf_value=-0.00032358887657147185 0.00027481804157585427 0.00040953255690625684 -0.00043021678120467493 -0.00025812473149644315 0.00021021874900968083 -0.00016611568363129455
leaf_weight=0.0010348141937080889 0.0016459615943531425 0.001306480743809812 0.0011849498642508647 0.0013713955552532005 0.0011894556240375819 0.0011510321690618493
leaf_count=369 1173 180 416 576 321 86
internal_value=0 2.32443e-05 -9.79073e-05 3.25944e-05 0.000162844 2.51406e-05
internal_weight=0 0.00784928 0.00420231 0.00301736 0.00364697 0.00234049
internal_count=3121 2752 2165 1749 587 407
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=7
num_cat=0
split_feature=1 0 3 2 1 15
split_gain=2.67847e-05 3.89553e-05 4.00127e-05 8.58418e-05 4.11735e-05 1.48011e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.12018999999999998 0.10327000000000001 0.07863500000000001 -0.10324499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00026417080801799338 0.0003046482368634719 0.00010220170532276565 0.00019926343784954414 -0.0007520531724590139 -0.00033793909838492585 1.3932276414641704e-05
leaf_weight=0.0010713524857577355 0.0013727076130438398 0.0016165039871441677 0.0011391121258307086 0.0010015448078797176 0.0010580074589603243 0.0013215123648501676
leaf_count=104 247 284 1276 380 611 219
internal_value=0 -7.39901e-05 -0.000149229 -0.000276295 -5.94227e-05 0.000162052
internal_weight=0 0.00588652 0.00481517 0.00319866 0.00219712 0.00269422
internal_count=3121 2655 2551 2267 1887 466
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=7
num_cat=0
split_feature=0 0 0 2 1 48
split_gain=1.13141e-05 3.07996e-05 3.1041e-05 2.27749e-05 2.25669e-05 1.90528e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.14920999999999998 0.10097500000000002 0.10638500000000002 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -2 -1
right_child=3 -3 -4 -5 -6 -7
leaf_value=0.0039869672328994394 0.019389612098642671 -0.016644675939149506 0.015281866789887785 -0.0079499746474764581 -0.00088567661062611744 -0.01447487432057197
leaf_weight=0.0011411424405553964 0.0012097686745578891 0.0012446168322522455 0.0011292220103199849 0.0010068414054094994 0.0010049914232912825 0.0010957590503586565
leaf_count=194 142 1988 274 311 120 92
internal_value=0 -0.00320359 0.00176623 0.00452026 0.0101893 -0.00505667
internal_weight=0 0.00461074 0.00336612 0.0032216 0.00221476 0.0022369
internal_count=3121 2548 560 573 262 286
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=7
num_cat=0
split_feature=151 1 2 1 3 13
split_gain=1.9772e-05 4.94367e-05 4.66422e-05 5.86775e-05 4.03312e-05 2.48274e-05
threshold=-0.081519999999999981 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.11296500000000002 0.0049450000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3
right_child=1 4 -4 -5 -6 -7
leaf_value=-0.00024895978179375889 0.00028181491125131385 0.00057687263645475422 -0.00044398967998238327 -0.00028401126149967573 -7.2566109716551704e-05 0.00016135185207119841
leaf_weight=0.0010824248180448118 0.0015325380641887459 0.001085893069264625 0.001167356050875353 0.0013043614441584782 0.0012746268465344671 0.0011262367195617245
leaf_count=415 1158 271 415 562 176 124
internal_value=0 3.4547e-05 -0.000114092 2.1657e-05 0.000205247 0.000365323
internal_weight=0 0.00749101 0.00400426 0.0028369 0.00348676 0.00221213
internal_count=3121 2706 2135 1720 571 395
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=8
num_cat=0
split_feature=150 150 16 52 2 16 0
split_gain=2.24494e-05 3.85852e-05 4.54931e-05 5.16743e-05 8.67996e-05 5.56668e-05 5.22018e-05
threshold=0.11456000000000001 0.081835000000000019 0.38525000000000004 -0.049749999999999996 0.10097500000000002 -0.27167499999999994 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00028382197329223686 -0.00027375123069174064 0.00039082679986844854 0.00036432532519238634 -0.00020381374124776871 -0.00014339808935797917 -0.000782536833275493 0.0003773481535484809
leaf_weight=0.0011438762975337254 0.0010261153227723212 0.0010165904298750639 0.0010073532209302124 0.0012474721495226407 0.0010131285850533728 0.0010850161723645366 0.0011347609338903096
leaf_count=489 124 296 303 471 162 232 1044
internal_value=0 3.5116e-05 -1.94125e-05 -8.81434e-05 -0.000183109 -0.000473917 7.30189e-05
internal_weight=0 0.0076482 0.00663161 0.00562425 0.00448038 0.00209814 0.00238223
internal_count=3121 2997 2701 2398 1909 394 1515
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=6
num_cat=0
split_feature=160 1 12 4 1
split_gain=1.23546e-05 2.50848e-05 3.15315e-05 3.99345e-05 5.82421e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.092355000000000007 -0.080924999999999983 0.098700000000000024
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0075242448563602425 0.019781059383509717 0.014694423272840543 -0.013994406905074468 -0.019032544032517588 0.012033564577554922
leaf_weight=0.0017165097607887278 0.0010877169497890285 0.0012530514348008098 0.0013759678099876985 0.0011913480610786869 0.001222990319257748
leaf_count=970 492 198 654 591 216
internal_value=0 0.00207399 -0.00116791 0.00387165 -0.00329591
internal_weight=0 0.00613107 0.00487802 0.00350206 0.00241434
internal_count=3121 2151 1953 1299 807
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=1.24883e-05 2.96964e-05 2.91617e-05 3.21449e-05 3.64584e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.03241999999999999 -0.18113999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0098884294386032291 -0.010780253804724121 0.018241593400867472 -0.0057690149606181582 -0.0098528471817530498 0.019569609509413163
leaf_weight=0.0011024685434655552 0.0015056029876063188 0.0012849040535535131 0.0010092467963274676 0.0016311190404913003 0.0012983628451241212
leaf_count=862 828 482 91 601 257
internal_value=0 0.00159347 0.00515994 0.000892401 0.00848761
internal_weight=0 0.00672924 0.00522363 0.00393873 0.00230761
internal_count=3121 2259 1431 949 348
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=6
num_cat=0
split_feature=2 48 2 13 4
split_gain=2.45236e-05 4.8814e-05 6.74444e-05 3.61946e-05 4.1425e-05
threshold=0.11510000000000002 0.091545000000000015 0.10097500000000002 -0.084034999999999985 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00030314785747837881 0.00020482431648416322 0.00033250557854390807 -0.00050853308895761355 -0.00032623068377969812 0.00010226677615594469
leaf_weight=0.0010871814491454869 0.001777852835006621 0.0010684774828681283 0.0013463527830228023 0.0016940780167979386 0.0017775773853007765
leaf_count=618 459 266 332 1265 181
internal_value=0 -5.31552e-05 -0.000122936 -9.05854e-06 -0.000106829
internal_weight=0 0.00697367 0.00590519 0.00455884 0.00347166
internal_count=3121 2662 2396 2064 1446
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=7
num_cat=0
split_feature=42 16 3 0 4 48
split_gain=1.5174e-05 3.12081e-05 4.61243e-05 9.37986e-05 3.46579e-05 2.41165e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 -0.13309499999999996 -0.11756999999999999 -0.10429499999999998 0.085485000000000019
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -3 -4
right_child=1 4 3 -5 -6 -7
leaf_value=-0.00020463268172730208 -0.00043460912877734076 -1.5574214658165314e-05 -0.00041322320619384455 0.00046186599976366806 0.00042557259863572691 -1.4591888305180706e-06
leaf_weight=0.0011853751878704976 0.001011026916563869 0.0014039620273991887 0.0010849204214511254 0.0012844838343600805 0.00133646800986152 0.0011026696212873719
leaf_count=862 122 259 163 971 619 125
internal_value=0 3.47245e-05 -6.60403e-05 4.12826e-05 0.000199567 -0.000205671
internal_weight=0 0.00722353 0.0044831 0.00347207 0.00274043 0.00218759
internal_count=3121 2259 1381 1259 878 288
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=7
num_cat=0
split_feature=150 150 16 52 3 1
split_gain=2.80194e-05 4.4001e-05 5.29831e-05 5.6871e-05 4.3898e-05 4.52298e-05
threshold=0.11456000000000001 0.081835000000000019 0.38525000000000004 0.089325000000000015 0.095270000000000007 0.10337500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-2.2090047596564572e-05 -0.00030692363966681129 0.00041486482580025482 0.00039334783021979179 -0.00039481431530286932 -0.00026729063648970339 0.00050114791055264074
leaf_weight=0.0016925267157072185 0.0010386980301344021 0.0010229116236264175 0.0010045290571413087 0.0017046693512405816 0.0012720477027916965 0.001016709192376015
leaf_count=1330 124 296 303 729 152 187
internal_value=0 3.61188e-05 -2.17879e-05 -9.51293e-05 3.31871e-05 0.000174268
internal_weight=0 0.00771339 0.00669048 0.00568595 0.00398128 0.00270924
internal_count=3121 2997 2701 2398 1669 1517
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=8
num_cat=0
split_feature=484 160 52 12 4 16 48
split_gain=3.06091e-05 0.000102258 6.37611e-05 7.29518e-05 5.42429e-05 6.49772e-05 5.07039e-05
threshold=0.083530000000000007 -1.0000000180025095e-35 0.10347000000000002 -0.015429999999999998 0.053180000000000012 -0.52595999999999987 0.082620000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00061540077355708882 0.00032206560110681435 -0.00050871228184137677 0.00049857690611664952 -0.00042548977974080283 -7.9554684759617421e-05 0.00055190716960129831 0.00016763760650636067
leaf_weight=0.0010297236084280664 0.0010167640213496311 0.0010180159004630832 0.0010239747718142518 0.0012071730474251434 0.0011442064272344926 0.0013846919464685493 0.0010243003571667061
leaf_count=628 372 286 203 1100 83 236 213
internal_value=0 -3.95519e-05 4.76186e-05 -3.22947e-05 6.95882e-05 0.000266201 -0.00015323
internal_weight=0 0.00783209 0.00680236 0.00577839 0.00476037 0.0025289 0.00223147
internal_count=3121 2749 2121 1918 1632 319 1313
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=6
num_cat=0
split_feature=484 52 3 3 1
split_gain=1.2438e-05 1.97316e-05 5.6822e-05 6.48459e-05 6.67754e-05
threshold=0.073690000000000019 0.10744000000000002 -0.13309499999999996 0.11296500000000002 0.10337500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.022395725369746371 0.010351277382178746 0.010632642111402683 -0.0031103438002564841 -0.018676010510120609 0.025924733501274562
leaf_weight=0.0012890877294993858 0.0010084189872054177 0.0011151608236913222 0.0019544184152719456 0.0011795185499341755 0.0013318524997182318
leaf_count=239 394 433 1586 184 285
internal_value=0 -0.00154186 -0.003901 0.00143766 0.00865693
internal_weight=0 0.00687004 0.00575488 0.00446579 0.00328627
internal_count=3121 2727 2294 2055 1871
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=6
num_cat=0
split_feature=3 3 2 1 15
split_gain=1.3601e-05 2.09598e-05 3.60214e-05 3.17539e-05 3.92678e-05
threshold=0.13524500000000003 0.083060000000000009 0.10222000000000002 0.077845000000000011 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017256871956074237 0.0094901107825949849 -0.010498578535580744 0.017193318296852621 -0.0084510168595232499 0.017342333105575928
leaf_weight=0.0011030233014788717 0.0012628226966566371 0.001962760760190402 0.0011481145953625548 0.001299123659616101 0.0010816587588466185
leaf_count=1305 192 228 593 306 497
internal_value=0 -0.00183807 0.0018318 -0.00323071 0.00326765
internal_weight=0 0.00659468 0.00463192 0.00348381 0.00238078
internal_count=3121 2929 2701 2108 803
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=7
num_cat=0
split_feature=42 49 15 1 4 12
split_gain=2.45694e-05 3.69349e-05 4.3099e-05 2.48871e-05 3.48579e-05 1.67919e-05
threshold=0.092620000000000022 -0.0020949999999999996 -0.040804999999999994 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=6.891340746436258e-05 -0.00026235889893931803 0.00035832999413947821 -0.00046426068805800345 0.00034699448509381705 -0.00020292428434213702 2.3576261863010055e-05
leaf_weight=0.0013564827698410561 0.0011795720386016386 0.0011740510236697759 0.0010220971932177142 0.0015085290194250763 0.001347391171788758 0.0011312007129893886
leaf_count=264 630 267 312 239 401 1008
internal_value=0 4.1959e-05 -0.000160196 0.000135124 4.76227e-05 0.000194064
internal_weight=0 0.00753975 0.00237858 0.00516117 0.00365264 0.00230525
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=7
num_cat=0
split_feature=52 13 16 0 1 4
split_gain=1.23802e-05 2.05093e-05 2.56543e-05 2.65009e-05 3.23985e-05 2.03139e-06
threshold=0.11434500000000002 -0.15078499999999997 -0.45661999999999997 -0.019414999999999998 0.11181500000000001 -0.00059999999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.012706431963860993 -0.010039466203121804 -0.014968090087342501 0.0076741839053742697 0.013908576969097058 -0.017306668315479602 0.0013083006245644072
leaf_weight=0.0013274218164415564 0.0010649915994999683 0.0010786083585260335 0.0010000578874183081 0.0013492251664800488 0.0010343553757986373 0.0010050576998353908
leaf_count=190 501 154 1433 266 173 404
internal_value=0 0.00155653 -0.00115059 0.00224534 -0.00293199 0.00448331
internal_weight=0 0.00679473 0.0054673 0.0043887 0.00303947 0.00200512
internal_count=3121 2620 2430 2276 2010 1837
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=7
num_cat=0
split_feature=147 11 3 16 15 48
split_gain=2.11505e-05 4.28508e-05 3.88988e-05 6.33605e-05 2.77804e-05 5.28995e-05
threshold=0.087350000000000025 1.0000000180025095e-35 -0.10519499999999998 -0.25582999999999995 -0.016799999999999995 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00034484807544175574 0.00026261914783787352 -0.00041258559862393084 -0.00043637384684438004 -0.00035834106793457819 0.00026018470125868122 0.00022447024516945247
leaf_weight=0.0011538850170680704 0.0010031617555138596 0.0010272907505734395 0.0012604641848147713 0.0012054033203186924 0.0016776555739112251 0.0011897510279662632
leaf_count=155 146 235 281 613 1259 432
internal_value=0 -4.05014e-05 1.8421e-05 -5.22034e-05 6.66907e-05 -6.88397e-05
internal_weight=0 0.00751445 0.00648716 0.00533327 0.00407281 0.00239515
internal_count=3121 2975 2740 2585 2304 1045
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 0
split_gain=1.18306e-05 2.75393e-05 2.81356e-05 2.84818e-05 2.77921e-05 1.38961e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014 0.047850000000000011
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019527022154194763 -0.0098516121668762377 0.01590923720211853 0.01793505963990313 -0.011408347193189242 0.0032145022953767193 -0.00041778586968562522
leaf_weight=0.0010459317458141604 0.0010585425088920119 0.001063635235308374 0.0013606951061747819 0.001204018275303198 0.0011052285228257625 0.0010223375917694361
leaf_count=324 630 1126 239 401 252 149
internal_value=0 0.00151306 0.0058406 0.000838497 -0.00784282 0.00790735
internal_weight=0 0.00680185 0.00465069 0.00328999 0.00215116 0.00208597
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=5
num_cat=0
split_feature=4 42 16 13
split_gain=1.26653e-05 1.99384e-05 3.27774e-05 3.61998e-05
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.094359999999999986 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.015071003512859008 0.0072756797587649677 -0.011493638269141584 -0.006307548288033653 0.014564324193311115
leaf_weight=0.0010068111415870579 0.0018275471852192892 0.001593781121112736 0.0014241593232000717 0.0019950126913422799
leaf_count=824 352 331 1186 428
internal_value=0 -0.00222915 0.000350036 0.00587074
internal_weight=0 0.00601976 0.00501295 0.00341917
internal_count=3121 2769 1945 1614
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=6
num_cat=0
split_feature=52 12 1 48 2
split_gain=1.17903e-05 2.35287e-05 2.99721e-05 3.90653e-05 1.82542e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0045064170335644129 -0.0098169903839772331 0.011994037220005367 -0.014429358361372924 0.017545484412359588 -0.012412382259675062
leaf_weight=0.0012368742926042243 0.001060837463116299 0.0016292604373454285 0.0013757036223712394 0.001218542271650469 0.0013164431029947367
leaf_count=1110 501 409 311 347 443
internal_value=0 0.00152055 -0.00179443 0.00281389 -0.0042166
internal_weight=0 0.00677682 0.00514756 0.00377186 0.00255332
internal_count=3121 2620 2211 1900 1553
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=8
num_cat=0
split_feature=47 47 2 150 4 52 1
split_gain=2.60158e-05 5.32818e-05 2.72882e-05 3.23077e-05 7.00732e-05 8.82693e-05 2.72598e-05
threshold=0.11596500000000001 0.092165000000000011 0.11510000000000002 0.10571000000000001 -0.033174999999999989 0.077655000000000016 0.097290000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.000637279535171224 -0.00029995469602964398 0.00045372731376712937 0.00023664601621547032 -0.00040162772960039003 2.8457489770980383e-05 0.00010256871927420911 0.00048326823100842189
leaf_weight=0.0011447980710683966 0.0010228973131544356 0.0010059952804351898 0.001212008177861581 0.0010293382958460251 0.001021142667556367 0.0013524212748122822 0.0010056334680497718
leaf_count=650 139 200 379 136 751 650 216
internal_value=0 3.26923e-05 -2.99149e-05 -8.80914e-05 -1.6753e-05 -0.000236599 0.000254123
internal_weight=0 0.00777134 0.00676534 0.00555333 0.004524 0.00249722 0.00202678
internal_count=3121 2982 2782 2403 2267 1300 967
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=7
num_cat=0
split_feature=4 15 151 1 3 13
split_gain=1.09048e-05 3.43476e-05 2.32215e-05 4.45195e-05 5.15728e-05 2.28115e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.080585000000000004 0.076840000000000006 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.011003401149063941 0.015966019330393339 -0.0077620198259926738 -0.0067081554709405126 -0.00018590227180246026 -0.031074539318035551 0.013795100004641549
leaf_weight=0.0010233190468171187 0.0013798578035208564 0.0010935323325847624 0.0010077048506565616 0.0010618838336770671 0.0011009589791806627 0.0011757726662845252
leaf_count=463 266 160 824 650 175 583
internal_value=0 0.00547541 -0.00254936 -0.00574029 -0.0159092 0.00433257
internal_weight=0 0.00247339 0.00536964 0.00434632 0.00216284 0.00218348
internal_count=3121 426 2695 2232 825 1407
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=6
num_cat=0
split_feature=151 1 1 13 47
split_gain=1.42372e-05 4.4462e-05 4.56297e-05 5.42467e-05 4.51981e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00021260659858763714 -0.00027092838180866702 0.00040018613403524424 -0.00038143357037214354 0.00031790759273099041 -5.4252217725424314e-05
leaf_weight=0.0010702935097326631 0.0010918716459999743 0.0018535197804458957 0.0014997109111085294 0.0013393737057819802 0.001541054318059186
leaf_count=415 849 408 649 637 163
internal_value=0 2.94976e-05 -0.000112457 5.34615e-05 0.000193882
internal_weight=0 0.00732553 0.00393096 0.00243125 0.00339457
internal_count=3121 2706 2135 1486 571
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=6
num_cat=0
split_feature=3 16 16 12 4
split_gain=1.21098e-05 1.86607e-05 4.23183e-05 4.13854e-05 4.59044e-05
threshold=0.13524500000000003 -0.15241499999999997 -0.5315899999999999 0.051320000000000005 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.010682614691340757 0.0089557665682913883 -0.010251620958742526 0.015762323606917296 -0.018305456351828675 0.017280654079427249
leaf_weight=0.0010179335281445742 0.0012613226695590103 0.0013284599002399426 0.0014921485785289797 0.0016228107019117168 0.0011128873278454178
leaf_count=115 192 306 306 2050 152
internal_value=0 -0.00174137 0.0050379 -0.00592835 0.00229896
internal_weight=0 0.00657424 0.00251008 0.00406416 0.00244135
internal_count=3121 2929 421 2508 458
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=8
num_cat=0
split_feature=11 13 1 2 48 12 16
split_gain=2.21502e-05 4.08982e-05 4.46772e-05 3.85262e-05 7.5315e-05 4.51461e-05 3.87049e-05
threshold=0.078340000000000007 -0.084034999999999985 0.080270000000000022 0.11585500000000001 0.016865000000000002 0.051320000000000005 -0.0073349999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-1.2032585026801399e-05 -0.00026668214871716122 -0.00034758600816125991 0.00056833744307458877 0.00029679282337130775 0.00031658377988665965 -0.0005490216007244356 0.0001753616257579796
leaf_weight=0.0010404403040580245 0.0010693610470202484 0.0011161705242084333 0.0010001911637496997 0.0010044455262000181 0.0011188069809082613 0.0013498991990503599 0.0010617420314886095
leaf_count=533 208 146 328 280 321 1177 128
internal_value=0 3.44963e-05 0.000272429 -5.14225e-05 -0.000126695 -0.000267276 -9.26467e-05
internal_weight=0 0.0076917 0.00204063 0.00565106 0.00464662 0.00352781 0.00217791
internal_count=3121 2913 861 2052 1772 1451 274
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=6
num_cat=0
split_feature=49 15 4 52 0
split_gain=2.2698e-05 2.78245e-05 6.46082e-05 5.07806e-05 2.98746e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.059649999999999988 0.083680000000000018 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=-1 4 3 -3 -2
right_child=1 2 -4 -5 -6
leaf_value=0.00017564380025908834 -0.00039237829046299397 -0.00044326187361335448 0.00047332660057749712 0.00014987372760505124 -1.7070335954932179e-05
leaf_weight=0.0019376945034574088 0.0015398249790862064 0.001030120213143087 0.001012858412762341 0.0012030493857475247 0.0017333341808147388
leaf_count=425 242 616 379 588 871
internal_value=0 -6.6063e-05 6.25704e-05 -0.000123729 -0.00019363
internal_weight=0 0.00651919 0.00324603 0.00223317 0.00327316
internal_count=3121 2696 1583 1204 1113
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=1.07482e-05 2.53102e-05 3.5942e-05 3.373e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.096540000000000015 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.007022225596232598 -0.0022525173522414911 -0.019638617764808425 0.0053138991123760672 0.016567214952747968
leaf_weight=0.001716767754015777 0.0019491789780793644 0.0010803117595266708 0.0012396856646249579 0.0018621482927803259
leaf_count=970 264 447 375 1065
internal_value=0 0.00192973 -0.00630529 0.00694248
internal_weight=0 0.00613132 0.00232 0.00381133
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=6
num_cat=0
split_feature=52 160 2 1 16
split_gain=1.27775e-05 2.39915e-05 2.81101e-05 4.01514e-05 4.62532e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11144000000000001 0.10612500000000001 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0077003717124034463 -0.014950992124104601 0.018467099528766899 0.012358966290499318 -0.019540456877092244 -0.0096571617968483157
leaf_weight=0.0016813764306886194 0.0011806801287356722 0.0010925346550081701 0.0014977436458383456 0.0011275210090360027 0.0012581917311498786
leaf_count=771 825 545 273 129 578
internal_value=0 -0.00213568 0.000905081 -0.004027 0.003414
internal_weight=0 0.00615667 0.00497599 0.00347825 0.00235073
internal_count=3121 2350 1525 1252 1123
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=7
num_cat=0
split_feature=42 49 1 4 2 12
split_gain=1.06234e-05 2.65867e-05 2.79171e-05 2.92705e-05 2.42245e-05 1.26006e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.01871461355335621 -0.0093362995920906033 0.015636578174864101 0.017813523409711624 -0.01175456056546342 0.0025614300634957451 6.5787375371115944e-05
leaf_weight=0.0010406921851154232 0.0010590639033456542 0.0010439472812386191 0.0013482005864629775 0.0011951666892447694 0.0011016264282280881 0.0010349808638793929
leaf_count=324 630 267 239 401 252 1008
internal_value=0 0.00143467 0.00570266 0.000715676 -0.00777401 0.00788476
internal_weight=0 0.00676461 0.0046223 0.00327409 0.00214232 0.00207893
internal_count=3121 2491 1915 1676 576 1275
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=8
num_cat=0
split_feature=147 151 4 160 52 0 15
split_gain=4.18281e-05 4.51441e-05 7.58184e-05 3.68485e-05 3.22242e-05 4.1343e-05 2.67563e-05
threshold=0.087350000000000025 -0.044604999999999992 0.36766000000000004 0.041220000000000007 0.10347000000000002 -0.053834999999999994 -0.031204999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00040831514511987328 0.0003730289574747602 -0.00013094777280726411 0.00051121598427738657 -0.00041051041799290082 0.00029535065599350008 -0.00034516674292810423 0.00031663821480243295
leaf_weight=0.0011411506784766703 0.0010265360764681094 0.0010515333527334845 0.0010006452620505302 0.0010262887411310231 0.0010872708899071683 0.0014455333811165764 0.0010035540174452467
leaf_count=408 146 437 242 304 439 274 871
internal_value=0 -4.81515e-05 1.39818e-05 -7.46429e-05 4.89053e-07 -9.10931e-05 8.76204e-05
internal_weight=0 0.00775598 0.00661483 0.00561418 0.00458789 0.00350062 0.00205509
internal_count=3121 2975 2567 2325 2021 1582 1308
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=6
num_cat=0
split_feature=2 4 49 2 2
split_gain=1.15595e-05 2.19942e-05 2.57821e-05 2.76473e-05 4.49797e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.006494999999999999 0.10855000000000002 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0098457150176693292 -0.014903451615528236 0.011165606178323934 0.0056161630418327529 0.01438414043378692 -0.018999985420208518
leaf_weight=0.0010312899411462446 0.0015819787307531094 0.0011384768347981735 0.0017845124470929749 0.0010209551283508604 0.0012709743654352331
leaf_count=199 479 247 1303 328 565
internal_value=0 -0.00151628 -0.00406788 0.000137174 -0.00462328
internal_weight=0 0.0067969 0.00565842 0.00407644 0.00305549
internal_count=3121 2922 2675 2196 1868
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=7
num_cat=0
split_feature=151 4 16 48 2 12
split_gain=3.10703e-05 6.21223e-05 7.2798e-05 4.83188e-05 4.75593e-05 2.30404e-05
threshold=-0.083274999999999988 0.24564500000000003 -0.094359999999999986 0.088735000000000022 0.096540000000000015 0.092465000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.00032176786548048945 -0.0004818289954373987 0.00050621731646659598 -0.00027236973389814138 0.00042522041018831173 0.00022395361347468602 0.00011505230683040117
leaf_weight=0.0010014943953131385 0.0012644172041815114 0.0011763211759621755 0.0017923164975916324 0.0010241973068383331 0.0012669957076597428 0.0011399844171267465
leaf_count=369 369 294 1315 264 424 86
internal_value=0 4.54689e-05 -7.07092e-05 5.65898e-05 -6.68204e-05 0.000313703
internal_weight=0 0.00766423 0.00534793 0.00408351 0.00305931 0.00231631
internal_count=3121 2752 2372 2003 1739 380
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=1.16053e-05 2.33497e-05 2.84383e-05 5.00884e-05 4.77934e-05
threshold=-0.043469999999999995 0.088915000000000008 -0.037864999999999989 1.0000000180025095e-35 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0070661630756333584 0.005258557269131053 -0.015814598069219667 0.02214215554888338 -0.0057543008665892556 -0.02298030774402892
leaf_weight=0.0017864556799538044 0.0013773892010854028 0.0010308664909872848 0.0012732163754050443 0.0013016363565140994 0.0010610207055220637
leaf_count=425 304 802 177 955 458
internal_value=0 -0.00210791 0.000710564 0.00803997 -0.00702897
internal_weight=0 0.00604413 0.00501326 0.00257485 0.00243841
internal_count=3121 2696 1894 1132 762
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=6
num_cat=0
split_feature=52 15 15 15 2
split_gain=1.1491e-05 4.6557e-05 2.73417e-05 2.68213e-05 3.23068e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 -0.03241999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.019347283842513923 -0.016349585052696687 -0.008515413181034482 0.010849734749170406 0.0040849261244821113 -0.018637220853104906
leaf_weight=0.0012285111076736446 0.0011370332832280556 0.0011716628774710845 0.0016995451208008726 0.0015099311015901856 0.0010685789954056714
leaf_count=516 250 437 562 1187 169
internal_value=0 0.0057459 -0.00256649 0.00109681 -0.00533152
internal_weight=0 0.00240017 0.00541509 0.00427806 0.00257851
internal_count=3121 953 2168 1918 1356
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=5
num_cat=0
split_feature=0 47 1 15
split_gain=1.25538e-05 3.26653e-05 5.56258e-05 2.02346e-05
threshold=-0.060129999999999996 0.092530000000000015 0.094385000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.013105864411361032 0.014181627882097789 -0.018144318343884098 0.012461352136821461 -0.0019346908652481119
leaf_weight=0.0014952439445292932 0.0013373738877330325 0.0011279523012246262 0.0019748945860779974 0.0018660708530582203
leaf_count=1820 259 270 458 314
internal_value=0 -0.00336064 0.00144472 0.00479355
internal_weight=0 0.00459809 0.00347014 0.00320344
internal_count=3121 2548 2278 573
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=6
num_cat=0
split_feature=42 16 49 3 4
split_gain=1.1461e-05 2.72017e-05 3.27284e-05 3.77613e-05 3.15367e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 -0.031119999999999998 -0.077774999999999983 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0095159213530471767 0.0093987778289585291 -0.0012429403139157435 -0.024026775470863793 -0.0002963175308454706 0.021056142041308016
leaf_weight=0.0010910024977830064 0.0013442027732036947 0.0012928292157343784 0.0011003861872932355 0.0017166469238387215 0.0012449644124546901
leaf_count=862 256 259 606 519 619
internal_value=0 0.0015366 -0.00343973 -0.00956588 0.00969631
internal_weight=0 0.00669903 0.00416124 0.00281703 0.00253779
internal_count=3121 2259 1381 1125 878
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=7
num_cat=0
split_feature=0 0 2 150 15 13
split_gain=2.55468e-05 4.21153e-05 3.18668e-05 3.92956e-05 2.67825e-05 3.56959e-05
threshold=-0.060129999999999996 -0.10151999999999999 0.083215000000000011 0.081835000000000019 -0.03241999999999999 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6
right_child=4 -3 3 -5 5 -7
leaf_value=0.00029724740455543223 0.00038759565542284639 -0.00043599864586235269 -0.00028983708133541945 0.00017801133255672391 -0.00019304571988512493 0.00029065361532865954
leaf_weight=0.001045318181416875 0.0010685420722730933 0.0010627711788406572 0.0017240004220260752 0.0011510815258288143 0.00136844842264729 0.0010266494821212779
leaf_count=104 234 1936 345 163 209 130
internal_value=0 -8.97867e-05 4.06704e-06 -0.000102527 0.000129456 1.42901e-05
internal_weight=0 0.00498317 0.0039204 0.00287508 0.00346364 0.0023951
internal_count=3121 2548 612 508 573 339
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=7
num_cat=0
split_feature=0 51 150 16 4 3
split_gain=1.15284e-05 2.45265e-05 3.63788e-05 3.83984e-05 2.73822e-05 1.76917e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.081835000000000019 -0.29154999999999992 0.04735000000000001 -0.13309499999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.016748029899670121 -0.0034753099331010632 -0.020704733868344687 0.015994234837851222 -0.0083362394829897806 0.014384021316088545 0.0134013355025732
leaf_weight=0.0010010750616720283 0.001156601094603589 0.0010324472806589342 0.0011343282068669407 0.0010814961837879366 0.0010410588199826296 0.0013417222111583114
leaf_count=435 164 254 276 1594 197 201
internal_value=0 -0.00265402 0.000635336 -0.0048867 0.00280747 0.00558828
internal_weight=0 0.00529041 0.00428933 0.003155 0.00212256 0.00249832
internal_count=3121 2756 2321 2045 1791 365
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=7
num_cat=0
split_feature=11 43 13 52 3 2
split_gain=2.04277e-05 4.32073e-05 3.89814e-05 4.53282e-05 7.39771e-05 3.15815e-05
threshold=0.078340000000000007 -0.04890499999999999 -0.10664 -0.0064899999999999992 0.0051600000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-4.2829421325006694e-06 -0.00025593950201052273 0.0002174746125331662 -0.00047536619061860458 -0.00037630260147507587 0.00030306800621089885 0.00044449066854655353
leaf_weight=0.0010643308845367226 0.0010471159187174913 0.001357806333853716 0.0012476835578688729 0.0011650273247172213 0.001308183594027935 0.0013905861637124061
leaf_count=387 208 230 315 859 123 999
internal_value=0 3.63427e-05 -6.68975e-05 -0.000170669 -1.69554e-05 0.000249925
internal_weight=0 0.00753362 0.0050787 0.00372089 0.00247321 0.00245492
internal_count=3121 2913 1527 1297 982 1386
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=6
num_cat=0
split_feature=51 4 42 2 43
split_gain=1.70095e-05 2.78424e-05 4.60021e-05 5.88424e-05 4.73408e-05
threshold=0.08955500000000001 0.27834500000000006 0.084050000000000014 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00012385839899201433 -0.00021199077851894081 0.00025233611441828206 -0.00036134337661189035 -0.00029857348086322213 0.0004047278408022063
leaf_weight=0.0010007136627144561 0.0012387302980899004 0.0017409103672841944 0.0012556958232000362 0.0011891194369731211 0.0018663294338399136
leaf_count=665 409 321 1091 313 322
internal_value=0 3.71381e-05 -3.3391e-05 6.81356e-05 0.00022023
internal_weight=0 0.00705277 0.00531186 0.00405616 0.00286704
internal_count=3121 2712 2391 1300 987
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=6
num_cat=0
split_feature=51 160 12 48 16
split_gain=1.23559e-05 2.37578e-05 3.24247e-05 3.08707e-05 5.47268e-05
threshold=0.08955500000000001 -0.063384999999999983 -1.0000000180025095e-35 0.085845000000000019 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.014601851226624158 -0.0095052661533783049 -0.017008971242457704 0.018094590401626257 -0.012330433179761178 -0.007726937868291677
leaf_weight=0.0011685353981704446 0.0011652805868028427 0.0010386179336388688 0.0019614723299582297 0.0010521417755485927 0.0014114223030220674
leaf_count=651 409 299 926 213 623
internal_value=0 0.00166003 -0.00110789 0.00262432 0.00728931
internal_weight=0 0.00663219 0.00546365 0.00442504 0.00337289
internal_count=3121 2712 2061 1762 1549
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=1.14284e-05 3.33632e-05 3.24392e-05 4.1665e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0078924505674557721 0.009680178932160036 0.0084973266544184772 -0.019170253238217409 -0.015160773313379037
leaf_weight=0.0014824748354910029 0.0017911069490039681 0.0018950826982227515 0.0013881692909887217 0.0012259930690801755
leaf_count=303 843 365 1422 188
internal_value=0 -0.00186612 -0.00645239 -0.000795837
internal_weight=0 0.00630035 0.00450925 0.00312108
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=5
num_cat=0
split_feature=13 1 3 12
split_gain=1.18812e-05 2.04213e-05 2.69219e-05 3.1709e-05
threshold=0.11217000000000001 0.11829500000000003 0.090900000000000009 0.084100000000000022
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0016343890761920219 0.0075084385125029577 0.010339462906909428 0.0044564245807952266 -0.022116605271171531
leaf_weight=0.0017328583252440052 0.0016553708889650342 0.0010939528541214867 0.0019487827737761001 0.0013405679546041921
leaf_count=520 217 317 221 1846
internal_value=0 -0.00204139 -0.00473823 -0.0105683
internal_weight=0 0.00611616 0.00502221 0.00307343
internal_count=3121 2904 2587 2366
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=2.00372e-05 3.77175e-05 3.28664e-05 3.23708e-05 4.82959e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00033649474738974033 0.00035212601908131701 -0.00012501646811420957 -0.00029841868015681206 0.00028539228088435032 0.00019829326050068046
leaf_weight=0.0013199667212339082 0.0014514050848700515 0.001135084133902217 0.0017954535782166506 0.001234449255064253 0.0012957129892295464
leaf_count=393 266 160 1444 419 439
internal_value=0 0.000142731 -6.56664e-05 1.69771e-05 -9.02138e-05
internal_weight=0 0.00258649 0.00564558 0.00432562 0.00309117
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 4
split_gain=2.3682e-05 3.13593e-05 4.5483e-05 5.52296e-05 4.17354e-05 1.71203e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.0073899999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00029411192822837779 -0.00026754661513662682 0.00015418877258838865 -0.00038836388360005686 -0.00030760292232540347 -9.0689245482435634e-05 0.00049614473732223106
leaf_weight=0.0014628492718631401 0.0011327402911437004 0.0010408253527577906 0.001090024119314424 0.0012163563051192402 0.001408146382540366 0.0012258732124317019
leaf_count=190 501 1092 329 216 330 463
internal_value=0 3.67744e-05 -2.61636e-05 5.45542e-05 0.000174427 0.000339125
internal_weight=0 0.00744407 0.00598123 0.0048912 0.00367484 0.0022667
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=6
num_cat=0
split_feature=43 43 13 1 3
split_gain=1.27167e-05 2.66326e-05 1.8271e-05 2.89231e-05 3.62014e-05
threshold=-0.04890499999999999 -0.14169499999999999 -0.10664 0.11414000000000001 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0031657454072799105 0.0065962944219346356 0.017208774918286641 -0.011085908576459698 -0.021016657094085629 0.012358487846515045
leaf_weight=0.0014781428882583918 0.0014598568935364356 0.0011335644214364765 0.0015624893175249176 0.0010131178841697565 0.0011385881243137371
leaf_count=299 259 1156 1135 115 157
internal_value=0 0.00567745 -0.00288228 -0.00660782 -0.00120337
internal_weight=0 0.00261171 0.00517405 0.0037142 0.00270108
internal_count=3121 1455 1666 1407 1292
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=7
num_cat=0
split_feature=150 0 15 0 16 4
split_gain=2.26552e-05 4.28559e-05 6.36762e-05 4.49623e-05 2.53688e-05 5.54618e-05
threshold=0.11456000000000001 -0.060129999999999996 -1.0000000180025095e-35 -0.10151999999999999 -0.27167499999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00021020929718079665 -0.00028445788637462312 0.0006126320710966803 6.2692112029584311e-06 -0.00045313012123819314 -0.00020559307023495745 0.00040919977517463337
leaf_weight=0.0012664886647497718 0.0010190348000765799 0.0010020193725718278 0.0019846288224721832 0.001028856098603613 0.0010160159757276179 0.0012684941574640581
leaf_count=206 124 245 304 1897 227 118
internal_value=0 2.69688e-05 0.000209704 -9.21976e-05 1.23779e-05 0.000135776
internal_weight=0 0.0075665 0.00298665 0.00457985 0.003551 0.00228451
internal_count=3121 2997 549 2448 551 345
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=1.74584e-05 2.68098e-05 3.70817e-05 5.23999e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.00018025557685271456 0.00014767520875206151 -0.00025046583484930092 -0.00039276660849299618 0.00023788005006869156
leaf_weight=0.0015833252015326959 0.0019130031343924242 0.0017535479743984775 0.0014197684667496251 0.0016300151668536974
leaf_count=303 843 789 295 891
internal_value=0 -4.86263e-05 -0.000126806 -1.52076e-05
internal_weight=0 0.00671633 0.00480333 0.00338356
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=6
num_cat=0
split_feature=3 16 47 2 52
split_gain=1.27479e-05 4.60012e-05 3.09181e-05 3.11263e-05 5.84671e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 0.10559 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.021043689019595118 -0.0088811702017295938 -0.0063771451147890028 -0.016132307485648898 -0.0090456712960046981 0.022711754718817079
leaf_weight=0.0011084242586260565 0.0010424951135037525 0.0013654779776930102 0.00130794530212018 0.0016365396128004417 0.0013370810387178418
leaf_count=102 638 306 303 524 1248
internal_value=0 0.00590867 -0.00277887 0.00156999 0.00887086
internal_weight=0 0.0024739 0.00532406 0.00401612 0.00237958
internal_count=3121 408 2713 2410 1886
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.29393e-05 2.36425e-05 4.97547e-05 1.96918e-05 3.05908e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.020450636920508296 0.0083843464417085907 -0.011589079219769191 -0.01016512406204028 -0.013473568153923522 0.014364479058039141
leaf_weight=0.001094044133501552 0.001482973907071433 0.0018253277980047325 0.0010149089954910617 0.0013449580571720252 0.0010187205249157305
leaf_count=253 279 1443 617 246 283
internal_value=0 -0.00199821 0.00191593 -0.00408593 0.00212266
internal_weight=0 0.00629796 0.00447263 0.00337859 0.00203363
internal_count=3121 2842 1399 1146 900
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=6
num_cat=0
split_feature=52 0 47 150 0
split_gain=1.5184e-05 3.81901e-05 3.43011e-05 3.76955e-05 3.98581e-05
threshold=0.10744000000000002 0.11070500000000001 0.077555000000000013 0.086615000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.674033884888557e-05 0.00019012721266180381 -0.00038965111337183972 -0.00019998228629988451 -0.00012995769897924849 0.00056213102582968486
leaf_weight=0.0015697668751496982 0.0013331776008040737 0.0010154479800038039 0.0018416765706510798 0.0014573692966626532 0.001036875080715767
leaf_count=831 553 138 356 293 950
internal_value=0 -3.83959e-05 2.20004e-05 0.000122596 0.000263798
internal_weight=0 0.00692114 0.00590569 0.00406401 0.00260664
internal_count=3121 2568 2430 2074 1781
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=5
num_cat=0
split_feature=42 43 4 3
split_gain=1.17365e-05 3.04324e-05 2.30617e-05 2.69651e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.059649999999999988 0.090900000000000009
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0096669601814445352 0.013210692247971809 -0.013231263859617599 -0.0065517099706815761 0.010733588288555713
leaf_weight=0.0010847837244451651 0.0016763424545033689 0.0014034154094618094 0.00185149370343064 0.0017607987073157457
leaf_count=862 903 690 418 248
internal_value=0 0.001546 -0.00235255 0.00187395
internal_weight=0 0.00669205 0.00501571 0.00361229
internal_count=3121 2259 1356 666
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=6
num_cat=0
split_feature=52 4 16 4 1
split_gain=1.14446e-05 2.74312e-05 3.25204e-05 2.64219e-05 4.38899e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.004174999999999999 0.0052350000000000009 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01684676972858493 0.0087206540803939272 -0.0162142149213363 0.013837398969429796 0.013445187510110541 -0.011335319301758367
leaf_weight=0.0010104406035317216 0.0012567377439133285 0.0011704261928266826 0.0014656272175323972 0.0014974725755009612 0.0013673714957096713
leaf_count=207 553 1220 630 324 187
internal_value=0 -0.0017025 0.0010793 -0.00355449 0.00161761
internal_weight=0 0.00651134 0.0055009 0.00403527 0.00286484
internal_count=3121 2568 2361 1731 511
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=5
num_cat=0
split_feature=0 1 47 15
split_gain=1.19596e-05 3.20772e-05 4.09279e-05 1.85504e-05
threshold=-0.060129999999999996 0.094385000000000011 0.092530000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.014846131789545115 0.013700435877993642 0.011273388611130255 -0.013322379076780497 -0.0017720575378682845
leaf_weight=0.0015750776751624466 0.0013302316849201534 0.0019601072177788518 0.0010331482087148737 0.0018560509100986875
leaf_count=1930 259 458 160 314
internal_value=0 -0.00329458 0.00278394 0.00468751
internal_weight=0 0.00456833 0.00299326 0.00318628
internal_count=3121 2548 618 573
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=6
num_cat=0
split_feature=0 15 3 0 3
split_gain=1.15483e-05 3.36919e-05 3.42491e-05 5.32256e-05 4.18026e-05
threshold=0.056435000000000006 0.024640000000000006 0.12178000000000001 -0.13027499999999997 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.018854174449294062 0.0079182184000426217 -0.018570710976791964 -0.014990388025351112 0.011316292102503319 -0.014955806722987706
leaf_weight=0.0017216975578732158 0.001483932596964394 0.0010149792478000904 0.0010323691790966889 0.001038209243751607 0.0014535929583734514
leaf_count=255 204 1164 176 118 1204
internal_value=0 -0.0018934 0.00133335 0.00533291 -0.00400954
internal_weight=0 0.00626085 0.00524587 0.0042135 0.0024918
internal_count=3121 2917 1753 1577 1322
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=7
num_cat=0
split_feature=150 11 2 16 15 3
split_gain=2.90027e-05 3.90517e-05 4.0482e-05 7.19627e-05 6.62079e-05 7.17907e-05
threshold=0.11456000000000001 1.0000000180025095e-35 0.097845000000000015 -0.074319999999999983 -0.095244999999999982 -0.016324999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.000361970881375644 -0.00030909715503111272 -0.0003081495356117395 -6.6659522046423505e-05 0.00054767821004970529 8.7721155443212917e-05 -0.00058830708128121227
leaf_weight=0.0010723244744164665 0.0010316164989938011 0.0010555365113823264 0.0013470598952196574 0.0016083735073605583 0.001314480031831882 0.0011172921269388654
leaf_count=307 124 237 301 462 1513 177
internal_value=0 4.15114e-05 9.86486e-05 0.000267669 -4.39066e-05 -0.000222884
internal_weight=0 0.00751507 0.00645953 0.00295543 0.0035041 0.00243177
internal_count=3121 2997 2760 763 1997 1690
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.27659e-05 2.33282e-05 2.85538e-05 5.24788e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.002605486720522862 0.0092064269311895597 -0.011050394853749998 -0.0078404521569317171 0.025480448347749141
leaf_weight=0.001699656841850801 0.0012578335764605588 0.001919803001765496 0.0017721898468618614 0.0010931758899482339
leaf_count=1442 192 228 901 358
internal_value=0 -0.00180162 0.00208792 0.00838796
internal_weight=0 0.00648483 0.00456502 0.00279283
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.19803e-05 2.32005e-05 4.0345e-05 2.07787e-05 2.27893e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.018682779253278204 0.0080670390157033724 -0.011449956226205763 -0.0077169352704036008 -0.013164942239750128 0.013573244173631019
leaf_weight=0.0010894936546151164 0.0014836220943955387 0.001815693396745712 0.0010044541567942494 0.0013316297742033485 0.0010066390723179385
leaf_count=253 279 1443 617 246 283
internal_value=0 -0.00192922 0.00197102 -0.00347584 0.00293972
internal_weight=0 0.00624791 0.00443222 0.00334272 0.00201109
internal_count=3121 2842 1399 1146 900
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=6
num_cat=0
split_feature=42 160 52 1 16
split_gain=1.21337e-05 2.80357e-05 3.00695e-05 4.04373e-05 7.20121e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.094825000000000007 -0.4714549999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.009860419324891288 -0.010500010401296117 -0.015225695549753712 0.017151587383796626 -0.0085990384673133597 0.025240541015629905
leaf_weight=0.0010761194014111243 0.0014891713791560053 0.0011579693730345386 0.0014731147336309249 0.0013347059534739632 0.0011891375687835956
leaf_count=862 828 549 340 138 404
internal_value=0 0.00158582 0.00507721 0.000246183 0.00734486
internal_weight=0 0.0066441 0.00515493 0.00368181 0.00252384
internal_count=3121 2259 1431 1091 542
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=11 43 13 2 43 15
split_gain=1.75362e-05 3.14981e-05 3.98764e-05 3.62782e-05 4.50076e-05 6.27107e-05
threshold=0.078340000000000007 -0.067199999999999996 -0.00096999999999999983 0.089885000000000007 0.0034250000000000005 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00048693546106888937 -0.0002448036948403763 -0.00030368755618340838 -2.7710532619267224e-05 0.00018373277766961469 0.00040322160410520937 -0.00045824661958579179
leaf_weight=0.0011095483966451272 0.0010194460107237234 0.0015798601220867628 0.0012101777458391075 0.001368724363208285 0.0010088327484347984 0.0010216782421852903
leaf_count=966 208 860 318 213 276 280
internal_value=0 2.97366e-05 0.00021845 -5.81836e-05 5.59191e-05 -9.06546e-05
internal_weight=0 0.00729882 0.00231973 0.0049791 0.00339924 0.0023904
internal_count=3121 2913 1284 1629 769 493
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=7
num_cat=0
split_feature=51 484 48 47 0 4
split_gain=2.34076e-05 5.86978e-05 2.8729e-05 3.3263e-05 4.16925e-05 4.82907e-05
threshold=0.08955500000000001 0.073690000000000019 0.092150000000000024 0.077555000000000013 -0.14001499999999997 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00046087343496504954 -0.00024651216305567438 0.00047835344074649886 -0.00032378286367314006 -0.00025480141985562653 0.00026534250898555147 -0.00023239076667166812
leaf_weight=0.0010061098062461565 0.0012906288999075975 0.0010115499579874641 0.0010666200392329328 0.0012162994327885096 0.001404927820640613 0.0016062396929267054
leaf_count=191 409 353 220 205 435 1308
internal_value=0 3.99099e-05 -3.04859e-05 2.9289e-05 0.000115302 -1.6213e-07
internal_weight=0 0.00731175 0.0063002 0.00523358 0.00401728 0.00301117
internal_count=3121 2712 2359 2139 1934 1743
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=6
num_cat=0
split_feature=11 13 2 12 2
split_gain=1.80663e-05 3.9809e-05 2.99386e-05 4.57019e-05 3.84366e-05
threshold=0.078340000000000007 -0.084034999999999985 0.10467500000000002 0.051320000000000005 0.083215000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027117951284588574 -0.00024935402272143983 0.00029673216253732612 0.00015080693323216125 -0.00043633204379161524 -0.00022303079845664744
leaf_weight=0.0019302221765822303 0.0010169254564551212 0.001014441881952881 0.0017833571632345181 0.0014032586552057344 0.0011871361860289276
leaf_count=861 208 149 473 1232 198
internal_value=0 2.95613e-05 -5.6994e-05 -0.000159796 1.64653e-05
internal_weight=0 0.00731842 0.00538819 0.00360484 0.00220158
internal_count=3121 2913 2052 1579 347
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=6
num_cat=0
split_feature=52 160 3 0 52
split_gain=1.12381e-05 2.04241e-05 3.78895e-05 6.45113e-05 3.05439e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.014276832723861453 -0.0096627900625136931 -0.015434350675941578 -0.015572886599820483 0.025169961971757238 0.0044132461353788644
leaf_weight=0.0010525114016515045 0.001044809277337173 0.0013605967597528201 0.0012453701779444903 0.0010564077151426748 0.0019809811589587265
leaf_count=495 501 236 673 132 1084
internal_value=0 0.00148822 -0.00089692 0.0037215 -0.00330139
internal_weight=0 0.00669587 0.00564336 0.00428276 0.00322635
internal_count=3121 2620 2125 1889 1757
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=6
num_cat=0
split_feature=42 160 1 12 3
split_gain=2.1442e-05 3.78134e-05 3.08479e-05 4.61652e-05 4.79432e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 0.092355000000000007 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00024476586462017036 -0.00022217346483878193 0.00035768258742263913 0.00040980402371356415 -0.00028566922115567321 -0.00012347622622862873
leaf_weight=0.0011605491678333057 0.0016143171689526224 0.0019859516873594477 0.0011180710541366405 0.001188299845802745 0.0013289678498305093
leaf_count=862 828 691 180 400 160
internal_value=0 4.23344e-05 0.000118296 4.59191e-05 0.000164784
internal_weight=0 0.00723561 0.00562129 0.00450322 0.00331492
internal_count=3121 2259 1431 1251 851
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=6
num_cat=0
split_feature=15 49 0 3 1
split_gain=1.62067e-05 3.56561e-05 4.18048e-05 2.76913e-05 3.20717e-05
threshold=-0.03241999999999999 -0.043469999999999995 -0.10836499999999999 0.10542000000000001 0.080585000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00039191290611812038 -3.1757896318409435e-05 -0.00025738131862010046 0.00018211863458010729 0.00016550319949547285 -0.00047004188291238782
leaf_weight=0.0010803405071832593 0.0016813171775043483 0.0015254387421997006 0.0018306601207423796 0.0011352385063881721 0.0010383226542050972
leaf_count=256 1059 244 884 95 583
internal_value=0 8.20877e-05 -1.76461e-05 -9.17188e-05 -0.000199089
internal_weight=0 0.00443644 0.0033561 0.00385488 0.00271964
internal_count=3121 1384 1128 1737 1642
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=6
num_cat=0
split_feature=42 160 1 12 3
split_gain=1.12739e-05 2.56733e-05 2.65634e-05 3.91355e-05 5.07228e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12456000000000002 0.092355000000000007 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0094943288017342153 -0.01001983413142212 0.017752175973724055 0.019250577247580267 -0.014865090542003785 -0.0085549801671218218
leaf_weight=0.0010788671021744085 0.0014947133996853238 0.0018158591844601585 0.0010277688037121785 0.0011010701180828699 0.0012289448300513983
leaf_count=862 828 692 176 401 162
internal_value=0 0.00152402 0.00485915 0.00129149 0.00713407
internal_weight=0 0.00666836 0.00517364 0.00414587 0.0030448
internal_count=3121 2259 1431 1255 854
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=6
num_cat=0
split_feature=4 16 48 15 2
split_gain=2.15613e-05 4.20466e-05 4.22033e-05 3.88078e-05 3.45706e-05
threshold=0.24564500000000003 -0.094359999999999986 0.084170000000000009 -0.15026499999999995 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.0003647819975916233 0.00036225784087184118 -0.00026548545290394063 0.0003359774209857442 -0.00011736959098777748 0.00015238524059849439
leaf_weight=0.0013511336530408246 0.0014789310181784442 0.0018192452425437827 0.0012468229816137454 0.0011552135007741283 0.0013087518823246592
leaf_count=393 266 1444 419 160 439
internal_value=0 -6.24374e-05 3.09397e-05 0.000151916 -9.06486e-05
internal_weight=0 0.00572595 0.00437482 0.00263414 0.003128
internal_count=3121 2695 2302 426 1883
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.08515e-05 3.91582e-05 2.23316e-05 3.69944e-05 7.52424e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11018500000000002 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018146880200436265 -0.01495738827155688 -0.0075486220009366835 0.0077544728944635155 0.014934287589799712 -0.024862783233814384
leaf_weight=0.0012171350093272918 0.0011338811244336654 0.0011566955437459486 0.0017597950451492257 0.0012940468128665775 0.0011824591298357084
leaf_count=516 250 437 1245 237 436
internal_value=0 0.00562624 -0.00249287 0.00084336 -0.00535404
internal_weight=0 0.00237383 0.00537018 0.0042363 0.00294225
internal_count=3121 953 2168 1918 1681
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=6
num_cat=0
split_feature=4 15 16 160 52
split_gain=1.08429e-05 3.70381e-05 3.06282e-05 3.61539e-05 4.54694e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 -0.027994999999999996 0.091275000000000009
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.016276112013393101 0.01644191259134687 -0.0084582476859131027 0.017508489357295296 -0.013011578781092319 0.012815534065971605
leaf_weight=0.0012425487548017389 0.0013633987673370501 0.0010632216735534477 0.0010632399420758211 0.0019444496204497849 0.0010496213490188595
leaf_count=393 266 160 605 1415 282
internal_value=0 0.00553193 -0.00253913 0.00166781 -0.00395746
internal_weight=0 0.00242662 0.00529986 0.00405731 0.00299407
internal_count=3121 426 2695 2302 1697
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=7
num_cat=0
split_feature=51 15 150 15 43 43
split_gain=1.93651e-05 2.73384e-05 4.17084e-05 0.00011596 3.52686e-05 3.50962e-05
threshold=0.08955500000000001 -0.24436499999999997 0.081835000000000019 -0.033689999999999991 0.05259500000000001 -0.085154999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033970357730002453 -0.00022307364063899827 -0.00050616743056516584 0.00032418514873849797 0.00023056530778006227 0.00042617026761851992 -0.00027321694570429754
leaf_weight=0.0010177704517043834 0.0012420431758537699 0.0016709235784497303 0.0011720166994602689 0.0010991748066709931 0.0010489128656560151 0.001029730159815132
leaf_count=230 409 712 319 308 234 909
internal_value=0 4.24849e-05 -7.75805e-06 -8.79939e-05 0.000131885 -1.31092e-05
internal_weight=0 0.00703853 0.00602076 0.00484874 0.00317782 0.0021289
internal_count=3121 2712 2482 2163 1451 1217
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=6
num_cat=0
split_feature=52 160 13 2 16
split_gain=1.11353e-05 2.17509e-05 2.60118e-05 3.02573e-05 3.5273e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.10497000000000002 -0.13088499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.007272537023098935 -0.014263917254214381 0.011358568899135328 0.0027461680855764953 0.0094989165607492487 -0.022613168654506844
leaf_weight=0.001653961794300802 0.0011653133307044563 0.0016086260681273242 0.0010205096911146685 0.0010871923755583152 0.0011858243417970386
leaf_count=771 825 431 108 221 765
internal_value=0 -0.00198367 0.000935525 -0.0041553 -0.0108836
internal_weight=0 0.00606747 0.00490215 0.00329353 0.00220633
internal_count=3121 2350 1525 1094 873
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=6
num_cat=0
split_feature=52 15 15 15 2
split_gain=9.409e-06 3.61772e-05 2.24957e-05 2.76493e-05 3.26412e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 -0.03241999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.017317603368775868 -0.01485085195323997 -0.0074291404461880265 0.011057397352269273 0.0039364280443119999 -0.019062608365756697
leaf_weight=0.0012115150349099899 0.0011305554704941871 0.0011529114458815714 0.0016650642059326251 0.0015022951800931321 0.0010472651161543677
leaf_count=516 250 437 562 1187 169
internal_value=0 0.00525091 -0.00232515 0.00103481 -0.00551073
internal_weight=0 0.00236443 0.00534518 0.00421462 0.00254956
internal_count=3121 953 2168 1918 1356
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=5
num_cat=0
split_feature=13 52 4 16
split_gain=9.72909e-06 2.2238e-05 4.18487e-05 4.82126e-05
threshold=0.11217000000000001 -0.087769999999999987 -0.0016099999999999997 -0.48836499999999994
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.015180259286440593 0.0068458959901177927 0.012151696562792434 0.0092712718644060808 -0.016584637838008488
leaf_weight=0.0010370272473952955 0.0016343483685908825 0.0019948190555310291 0.0011823976216200382 0.0018488209317691401
leaf_count=633 217 1438 247 586
internal_value=0 -0.00184751 0.000903443 -0.00649894
internal_weight=0 0.00606306 0.00502604 0.00303122
internal_count=3121 2904 2271 833
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=7
num_cat=0
split_feature=11 43 2 43 15 0
split_gain=1.63768e-05 3.98564e-05 4.8452e-05 4.53773e-05 6.23243e-05 2.43191e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.0034250000000000005 -0.074054999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00041730509226979568 -0.00023808668295641043 -0.0003538178793805717 0.00018957026816264537 0.00041093874244297419 -0.00044653298982403841 1.3116284150763023e-05
leaf_weight=0.0013035472198023651 0.0010152926042627684 0.0015885573929865474 0.0013715169330142166 0.0010040351228893384 0.0010421816819218921 0.0010202648383830504
leaf_count=1105 208 860 213 276 280 179
internal_value=0 2.76294e-05 -7.08774e-05 6.06329e-05 -8.50851e-05 0.000239847
internal_weight=0 0.0073301 0.00500629 0.00341773 0.0024137 0.00232381
internal_count=3121 2913 1629 769 493 1284
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=6
num_cat=0
split_feature=52 160 151 2 0
split_gain=1.06358e-05 1.77511e-05 2.83894e-05 5.81707e-05 7.24581e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.0083949999999999979 0.10882500000000002 0.010870000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0071193331859111409 -0.01306871940286025 -0.014243552410004884 0.010373582592400161 0.023141884522794472 -0.022809485543191153
leaf_weight=0.0016467051490608496 0.0011596749255607672 0.0010098868085734423 0.0015744736118665009 0.0011763969835721466 0.0011305496715514301
leaf_count=771 825 167 1072 221 65
internal_value=0 -0.00194516 0.000692114 0.00457815 -0.0034951
internal_weight=0 0.00605098 0.00489131 0.00388142 0.00270502
internal_count=3121 2350 1525 1358 1137
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=7
num_cat=0
split_feature=42 49 1 1 4 12
split_gain=9.81217e-06 2.53451e-05 2.47065e-05 2.36243e-05 2.56932e-05 1.12274e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.10887500000000001 0.111945 -0.0016099999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.0026321535925711769 -0.0090842219846622267 0.015114613887904691 -0.019038296892436905 0.01687054243690143 -0.010812346372513586 0.00029724618625612736
leaf_weight=0.0011083597185111132 0.0010307127882800632 0.001029410145770408 0.0010014863871000146 0.0013210897314294466 0.0011726611397566014 0.0010161668735028961
leaf_count=453 630 267 123 239 401 1008
internal_value=0 0.00140172 -0.00765422 0.00561085 0.00098873 0.00775389
internal_weight=0 0.00664917 0.00210985 0.00453933 0.00321824 0.00204558
internal_count=3121 2491 576 1915 1676 1275
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.07513e-05 3.70394e-05 2.86411e-05 3.37083e-05 3.48368e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.01589846330350584 0.016565722877302829 -0.0084448926640149965 -0.013448959723877402 0.015990874135918917 0.0088748771979837455
leaf_weight=0.0012292352300828299 0.0013430729650279621 0.00105902518451542 0.0016946827853735879 0.0011526039426772603 0.0011898298304884615
leaf_count=393 266 160 1444 419 439
internal_value=0 0.00553917 -0.00253381 0.00153551 -0.00424062
internal_weight=0 0.0024021 0.00526635 0.00403712 0.00288451
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.10341e-05 1.91756e-05 5.31518e-05 3.68351e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0087937615713983685 -0.0096347558969231521 -0.0058379976568935293 -0.014844379481935949 0.017361893632416591
leaf_weight=0.0018844089509984167 0.001029696829749893 0.0011691294407241578 0.0019209086696158637 0.0016505322828400831
leaf_count=882 501 751 333 654
internal_value=0 0.00149243 -0.00313867 0.00774241
internal_weight=0 0.00662498 0.00380532 0.00281966
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=6
num_cat=0
split_feature=4 15 151 3 13
split_gain=1.08484e-05 3.14384e-05 2.46153e-05 4.521e-05 2.67225e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 0.083060000000000009 0.0076650000000000008
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.011495166575335747 0.01575008158869419 -0.007319956333655557 0.011396073511227468 -0.018632639760435901 -0.0092331623624068229
leaf_weight=0.0010081487503764029 0.0013388467907894737 0.0010570769185113686 0.0014527700944726722 0.0016804604221780308 0.0011059563978367487
leaf_count=463 266 160 1642 203 387
internal_value=0 0.00557163 -0.00254952 -0.00588958 0.00247951
internal_weight=0 0.00239592 0.00524734 0.00423919 0.00255873
internal_count=3121 426 2695 2232 2029
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=6
num_cat=0
split_feature=13 1 43 16 48
split_gain=1.1601e-05 2.21062e-05 3.20091e-05 6.73837e-05 3.68104e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.067199999999999996 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012902350106519392 0.0075050897083181623 0.016867916859977426 0.018972742873131502 -0.022128387423740636 -0.0061963928963011334
leaf_weight=0.0014259715181517852 0.0016205926138404781 0.0010308773346564149 0.001205977313550433 0.00122524817421312 0.0011214028829807342
leaf_count=1500 217 506 373 393 132
internal_value=0 -0.00202852 0.00135443 -0.00314717 0.00684548
internal_weight=0 0.00600948 0.00458351 0.00355263 0.00232738
internal_count=3121 2904 1404 898 505
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=6
num_cat=0
split_feature=3 3 0 3 1
split_gain=9.93732e-06 1.61407e-05 3.12872e-05 2.66045e-05 2.14935e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 0.099195000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.017163566156598611 0.0082277421553772923 -0.0093395354553836678 -0.0010516289323990187 0.02025555490387157 0.0028396945358313357
leaf_weight=0.0010616356842797412 0.0012298068026720937 0.0018910614493034801 0.0011653577431074771 0.0011787489431605439 0.001087317787658057
leaf_count=1946 192 228 172 278 305
internal_value=0 -0.00158906 0.001673 0.00966282 -0.00704241
internal_weight=0 0.00638412 0.00449306 0.00234411 0.00214895
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=7
num_cat=0
split_feature=51 160 12 49 3 2
split_gain=9.28531e-06 2.67183e-05 3.0227e-05 3.6959e-05 7.28096e-05 5.89774e-05
threshold=0.08955500000000001 -0.063384999999999983 -1.0000000180025095e-35 -0.039339999999999993 -0.13309499999999996 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.015315312905505094 -0.0083301716622753881 -0.017153288735749773 0.018198582542565959 -0.025600107916508442 0.022125303190907858 -0.01038458464471962
leaf_weight=0.0011457384647545303 0.0011385314650625439 0.0010034670103304501 0.001073397148109426 0.0010030487723929685 0.0011851843262385769 0.0010545430305495052
leaf_count=651 409 299 159 175 726 702
internal_value=0 0.00146353 -0.00151985 0.00211477 -0.00320916 0.0068185
internal_weight=0 0.00646538 0.00531964 0.00431617 0.00324278 0.00223973
internal_count=3121 2712 2061 1762 1603 1428
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=6
num_cat=0
split_feature=52 160 16 151 2
split_gain=9.94639e-06 2.46703e-05 4.74253e-05 2.40296e-05 3.02998e-05
threshold=0.10744000000000002 -0.027994999999999996 -0.056919999999999991 -0.0033899999999999994 0.090425000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.012510638022939552 0.0082657420102181089 -0.009581312985175082 -0.016715459076330791 -0.0019434287941186197 0.021080717007715161
leaf_weight=0.0010383485077342103 0.0012206424760259323 0.0010623377676618985 0.0019576570160309012 0.0012481940764567708 0.0010544121018844551
leaf_count=485 553 156 856 744 327
internal_value=0 -0.00158928 -0.00433993 0.0028599 0.00859981
internal_weight=0 0.00636095 0.0053226 0.00336494 0.00230261
internal_count=3121 2568 2083 1227 1071
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=6
num_cat=0
split_feature=13 52 2 0 4
split_gain=1.06192e-05 2.05664e-05 4.20788e-05 4.22412e-05 5.19268e-05
threshold=0.11217000000000001 -0.087769999999999987 0.11704500000000001 -0.17169499999999996 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014806446121409923 0.0072242487947467215 0.022550070740235743 -0.017441305640437596 0.011708858529215868 -0.015249811741212392
leaf_weight=0.0010287143754162276 0.0016028452208471421 0.0010536794176944772 0.0010123401477835766 0.0015325202796417556 0.0013385376564693764
leaf_count=633 217 112 281 1338 540
internal_value=0 -0.00194374 0.000736393 0.00542512 -0.000859747
internal_weight=0 0.00596579 0.00493708 0.00392474 0.00287106
internal_count=3121 2904 2271 1990 1878
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=6
num_cat=0
split_feature=16 160 1 1 43
split_gain=1.57292e-05 4.36348e-05 3.52454e-05 4.47964e-05 2.00627e-05
threshold=-0.008904999999999998 -0.061914999999999991 0.094385000000000011 0.11212500000000002 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.00031004025724641658 0.00044488940398422635 0.00015204810946283125 0.00030314412829800502 -0.000158811382621428 -0.0002177305782290397
leaf_weight=0.001598605393532277 0.0010032056158329155 0.0010521171056173083 0.0014451418012696414 0.0018278107005993776 0.0012161989628774353
leaf_count=1463 326 379 253 316 384
internal_value=0 0.000104381 -7.13987e-05 4.51608e-05 -4.62155e-05
internal_weight=0 0.00327152 0.00487156 0.00327295 0.00226832
internal_count=3121 1089 2032 569 763
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=7
num_cat=0
split_feature=147 151 1 16 1 13
split_gain=1.75461e-05 3.40891e-05 4.71623e-05 7.07057e-05 6.13368e-05 4.80566e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.10293500000000001 -0.071854999999999988 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00035233205461287587 0.00023424237324154429 -0.0002589749031057347 0.00051971645253939792 -0.00013229811316493412 -0.00051885560525471172 0.00031114785392580567
leaf_weight=0.0010776145620241349 0.0011057963305495296 0.0010390390452700161 0.0014186632653341543 0.0011641704890151875 0.0010521360911619287 0.0012550091151180755
leaf_count=412 183 807 263 269 556 631
internal_value=0 -3.1526e-05 2.67813e-05 0.000225831 -0.00012686 5.29232e-05
internal_weight=0 0.00700663 0.00592902 0.00258283 0.00334618 0.00229405
internal_count=3121 2938 2526 532 1994 1438
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=7
num_cat=0
split_feature=47 2 47 2 13 4
split_gain=2.50513e-05 3.6285e-05 5.15953e-05 4.10471e-05 7.23836e-05 4.06633e-05
threshold=0.11669500000000001 0.11510000000000002 0.085270000000000026 0.084245000000000014 -0.08971999999999998 -0.047864999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00014479848549209387 -0.00029204156305498685 0.00033288990028542808 0.00034584429523413401 0.00017996638906635305 -0.00072095920733762143 -0.00020000922513579791
leaf_weight=0.0016532633028709881 0.0010008162715403951 0.0013246092143419444 0.0011777286278299524 0.001117177148640919 0.0010192135014420252 0.0013249036683977162
leaf_count=728 133 398 254 239 667 702
internal_value=0 3.79288e-05 -2.41644e-05 -0.000109366 -0.000230766 -0.000426516
internal_weight=0 0.0076169 0.00629229 0.00511456 0.00346129 0.00234412
internal_count=3121 2988 2590 2336 1608 1369
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=6
num_cat=0
split_feature=16 13 2 2 1
split_gain=1.06569e-05 3.15591e-05 2.67446e-05 4.37606e-05 2.32707e-05
threshold=-0.008904999999999998 0.038215000000000006 0.11474000000000002 0.092875000000000013 0.10638500000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.0092913799102256785 -0.002941567415384459 0.018311298251165783 0.010153933642873019 -0.023927816260639428 -0.011013372818672346
leaf_weight=0.001280190867956328 0.0019790084477723287 0.0010799943229354691 0.001142641732031326 0.001100166507185041 0.0010095420234644608
leaf_count=1212 873 216 281 394 145
internal_value=0 0.00456185 -0.00307686 -0.0075366 0.000339025
internal_weight=0 0.003059 0.00453254 0.0033899 0.00228973
internal_count=3121 1089 2032 1751 1357
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=6
num_cat=0
split_feature=52 16 12 4 15
split_gain=1.09205e-05 2.19914e-05 3.94463e-05 2.99337e-05 7.88909e-05
threshold=0.11434500000000002 0.0065250000000000004 0.09141500000000001 0.0052350000000000009 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014554368608551979 -0.0096119048456467272 -0.0027144503836199685 0.024133949955693401 -0.009619718256350638 0.024198427362100899
leaf_weight=0.0014174273813128933 0.0010224319179952196 0.0011890973996872773 0.0010137718732056251 0.0018280495322112874 0.0011078482928163793
leaf_count=1401 501 369 313 295 242
internal_value=0 0.0014996 0.00964132 -0.00262027 0.00314141
internal_weight=0 0.00655619 0.00220287 0.00435333 0.0029359
internal_count=3121 2620 682 1938 537
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 15
split_gain=1.68352e-05 4.68868e-05 5.77613e-05 4.6729e-05 5.84295e-05 4.9074e-06
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009 -0.07490999999999999
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.0002397360195364785 -0.00029016710148313486 0.00048522889596442568 6.8069583905887361e-05 -0.00050234867369144617 0.00010838037499537782 -0.00012528987226945431
leaf_weight=0.0010667804058308236 0.0010304874613360354 0.0014468671941760577 0.0010147134120587972 0.0014624890141142237 0.0010239535484907209 0.0010038984658821671
leaf_count=174 165 488 159 1915 89 131
internal_value=0 7.70337e-05 0.000186224 -0.000103556 -0.000250841 -2.80922e-05
internal_weight=0 0.00449597 0.00346548 0.00355322 0.00248644 0.00201861
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.10327e-05 4.00229e-05 3.91902e-05 2.30249e-05 6.07013e-05
threshold=0.094385000000000011 -0.10831999999999999 0.086245000000000016 -0.077774999999999983 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.011683477016211703 -0.0067472375764368268 -0.025394440485378717 0.00092142179240142514 0.023520155414964383 -0.0060738016652459549
leaf_weight=0.0010647861991264799 0.0014671333311387039 0.0010972474969666319 0.0011686135458290458 0.0013881711558026853 0.0013842072609499192
leaf_count=216 277 1853 109 438 228
internal_value=0 -0.00430751 -0.0118221 0.00338329 0.00874433
internal_weight=0 0.00333065 0.00226586 0.00423951 0.00277238
internal_count=3121 2178 1962 943 666
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.0472e-05 1.78482e-05 2.78813e-05 5.70703e-05
threshold=0.13524500000000003 0.083060000000000009 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011135276769497654 0.0084483054335742908 -0.0098169512322090636 -0.021929851794022154 0.0080639664981338541
leaf_weight=0.0018631483865649851 0.0012284927617064248 0.0018775746874280519 0.0011181106426762825 0.0014663057325195806
leaf_count=652 192 228 1838 211
internal_value=0 -0.00164125 0.00181018 -0.00491243
internal_weight=0 0.00632514 0.00444756 0.00258442
internal_count=3121 2929 2701 2049
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=7
num_cat=0
split_feature=42 49 1 15 2 13
split_gain=1.08033e-05 2.61959e-05 2.523e-05 2.52581e-05 2.04899e-05 1.22527e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.037864999999999989 0.090545000000000014 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.017998316433890844 -0.0096210688946735054 -0.011960393332694271 0.017514588341247386 -0.0006619469112378732 0.0019107224255449984 0.014481604668016183
leaf_weight=0.0010104990854709196 0.0010108802199928829 0.0010217489379595462 0.0013020419431210859 0.0010355061903008925 0.0010583646145673566 0.0011038296566277484
leaf_count=324 630 578 239 456 252 642
internal_value=0 0.0014879 0.00579952 0.000974114 -0.00781349 0.00715165
internal_weight=0 0.00653199 0.00446313 0.00316108 0.00206886 0.00213934
internal_count=3121 2491 1915 1676 576 1098
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=6
num_cat=0
split_feature=0 15 15 150 3
split_gain=1.8208e-05 3.94044e-05 4.57968e-05 5.31934e-05 7.6234e-05
threshold=0.056435000000000006 0.024640000000000006 -0.016799999999999995 0.081835000000000019 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.9438758534691755e-05 0.00018492990804256493 -0.00038510137459740317 0.00039267023598861154 0.00024609519602436606 -0.00058728306431680033
leaf_weight=0.0018774494053955268 0.0015894822107660146 0.0011146532081932545 0.0010272849210567359 0.0014394673667557749 0.0012384278688411608
leaf_count=985 204 1164 326 295 147
internal_value=0 -4.85104e-05 1.86949e-05 -6.5641e-05 -0.000209656
internal_weight=0 0.00669728 0.00558263 0.00455534 0.00311588
internal_count=3121 2917 1753 1427 1132
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=6
num_cat=0
split_feature=147 151 4 1 13
split_gain=1.04874e-05 1.98931e-05 5.22152e-05 3.1846e-05 2.42271e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014442693879124944 0.0093868738731203542 -0.0080744650694252861 0.0180772130068119 -0.014432980195867732 0.012411346062024785
leaf_weight=0.001002410859375095 0.0010273366271784648 0.0010541941168341366 0.0013363997112093191 0.001848443425892448 0.00127610853580532
leaf_count=412 183 833 316 703 674
internal_value=0 -0.00148392 0.00087142 -0.00463114 0.00314387
internal_weight=0 0.00651756 0.00551515 0.00417875 0.0023303
internal_count=3121 2938 2526 2210 1507
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=6
num_cat=0
split_feature=42 160 1 12 3
split_gain=1.0637e-05 2.64923e-05 2.32321e-05 3.55743e-05 4.04516e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 0.092355000000000007 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0093346576059772247 -0.010396356086891621 0.016855989760617574 0.018533983994574725 -0.014076407326584165 -0.0069845950471033348
leaf_weight=0.0010510974712828886 0.001450468975357431 0.0017580153654561631 0.0010062223616038408 0.0010700938915186912 0.0011958209618686882
leaf_count=862 828 691 180 400 160
internal_value=0 0.00151026 0.00494359 0.00154518 0.00720445
internal_weight=0 0.00648062 0.00503015 0.00402393 0.00295384
internal_count=3121 2259 1431 1251 851
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=6
num_cat=0
split_feature=40 2 1 13 1
split_gain=1.27735e-05 3.58944e-05 5.20758e-05 4.28566e-05 4.80077e-05
threshold=-0.013874999999999998 0.093175000000000022 0.10508500000000001 -0.023499999999999997 0.091900000000000023
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.00019112075658171441 -0.00023987627635556954 -0.00045398363729723574 4.1050479121845498e-05 0.00054673266057408011 6.1141037466494653e-06
leaf_weight=0.0011333534878192513 0.0010125420276782585 0.0014819687634038236 0.0018208202859609916 0.0010988916221416831 0.0014848511092265598
leaf_count=329 1086 690 293 585 138
internal_value=0 -3.34901e-05 -0.000181072 0.000102048 0.000236045
internal_weight=0 0.00689907 0.00330279 0.00359628 0.00258374
internal_count=3121 2792 983 1809 723
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=7
num_cat=0
split_feature=4 15 16 150 15 1
split_gain=1.82068e-05 3.60132e-05 6.0398e-05 4.88704e-05 8.70356e-05 5.55449e-05
threshold=-0.46376499999999993 -0.016799999999999995 -0.0007049999999999999 0.081835000000000019 -0.10091499999999999 0.111945
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0002542953240828217 -0.00031431963650995225 -5.9399780697778124e-05 0.00053130694169036029 0.00020389758446005262 -0.00066748311049345409 0.00031921565500070209
leaf_weight=0.0010235476689844855 0.0010259628812956715 0.0014799520254667269 0.0012092419956722593 0.0015921106033287163 0.0010874274115935394 0.001105231457886179
leaf_count=183 291 1167 313 311 618 238
internal_value=0 2.44915e-05 0.000206222 -7.70953e-05 -0.00021609 1.423e-05
internal_weight=0 0.00749993 0.00268919 0.00481073 0.00321862 0.00213119
internal_count=3121 2938 1480 1458 1147 529
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.18954e-05 3.20632e-05 3.07551e-05 5.36022e-05 6.43315e-05
threshold=-0.23438999999999996 0.11296500000000002 0.09334000000000002 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00019413770073201995 -0.00038543971546367144 -0.00033987749400958339 -0.0001930980145123425 0.00040868676700209011 0.00022968839368441482
leaf_weight=0.0010435442029209504 0.0012059489348243497 0.001086274882322262 0.0017301595081823879 0.0015380421317056519 0.0014272992020237898
leaf_count=169 941 100 802 422 687
internal_value=0 -3.0296e-05 2.66884e-05 0.000117851 -5.20219e-05
internal_weight=0 0.00698772 0.00590145 0.00417129 0.00263325
internal_count=3121 2952 2852 2050 1628
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.04437e-05 3.19525e-05 2.02091e-05 2.55765e-05 4.70865e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11144000000000001 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017040099592503532 -0.014537618330131483 -0.0064599025154217773 0.0079745052712242304 0.013606595926577059 -0.017025783998652184
leaf_weight=0.0011862538670745811 0.0010994466894772535 0.0011294874578992589 0.0015626555929818574 0.0011218242229001849 0.0014546721582051217
leaf_count=516 250 437 930 222 766
internal_value=0 0.00557813 -0.00248629 0.000714803 -0.00407829
internal_weight=0 0.00231574 0.0052386 0.00413915 0.00301733
internal_count=3121 953 2168 1918 1696
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=6
num_cat=0
split_feature=52 4 15 150 15
split_gain=1.34532e-05 3.32586e-05 4.03581e-05 4.81174e-05 0.00010596
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.081835000000000019 -0.14809499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00035814158640455455 0.00018228590566891404 0.00021699620630036105 0.00025823153025441518 0.00018621241056303832 -0.00062278113358442313
leaf_weight=0.0010452229565246938 0.001285093230675622 0.0010042622287341671 0.0018725762870421387 0.0014648323716203089 0.0013598696966733363
leaf_count=207 553 263 1172 285 641
internal_value=0 -3.66086e-05 2.23357e-05 -9.30304e-05 -0.000266051
internal_weight=0 0.00674676 0.00570154 0.00382896 0.00236413
internal_count=3121 2568 2361 1189 904
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=6
num_cat=0
split_feature=0 150 15 15 13
split_gain=1.75315e-05 3.85989e-05 5.61977e-05 7.27685e-05 2.16599e-05
threshold=-0.019414999999999998 0.081835000000000019 -0.0088349999999999974 -0.10653 0.11217000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-3.3771784521637526e-05 -7.1919444072339551e-06 0.00022928930681821063 0.00017403249764145172 -0.0006663349010691069 0.00035798146584172023
leaf_weight=0.001608752036098005 0.001600007453360309 0.0013520391530100172 0.0013753837705559957 0.0012366667818043109 0.0010242377709368949
leaf_count=415 308 372 1234 735 57
internal_value=0 -5.90354e-05 -0.000151394 -0.000308694 0.000135335
internal_weight=0 0.00557284 0.0042208 0.00284542 0.00262425
internal_count=3121 2756 2384 1150 365
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=7
num_cat=0
split_feature=2 3 1 2 150 47
split_gain=1.61625e-05 3.68913e-05 4.67888e-05 2.75622e-05 2.43727e-05 3.95386e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 0.090935000000000016 0.084120000000000014 0.086380000000000012
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00030080259571983839 -2.6537525546411565e-05 -0.00015525822392856872 0.00053855544841539663 -0.00036147903289008047 -0.00026382440613659551 -0.00017446765881521623
leaf_weight=0.0015441210009914253 0.0011601561008771925 0.00142398571201307 0.0010950385617606178 0.0010512119137851398 0.0010015262817011923 0.0011928610662447572
leaf_count=1324 499 174 246 423 201 254
internal_value=0 9.18318e-05 0.000247851 -8.09772e-05 -2.10436e-06 9.36652e-05
internal_weight=0 0.00367918 0.00225519 0.00478972 0.00373851 0.00273698
internal_count=3121 919 745 2202 1779 1578
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=7
num_cat=0
split_feature=52 1 43 43 15 3
split_gain=2.41742e-05 4.9137e-05 3.59907e-05 5.61006e-05 7.15679e-05 8.42384e-05
threshold=-0.046924999999999988 0.10612500000000001 -0.15323999999999996 -1.0000000180025095e-35 -0.10203999999999998 0.083060000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6
right_child=2 -3 3 4 5 -7
leaf_value=-7.8949497368698695e-05 0.00026288811318935646 0.00046547093149604425 -0.00055369601977218086 -0.00037220791781778656 0.00056335317051116991 -0.00018134011316796734
leaf_weight=0.0014694119091778449 0.0010272397571202702 0.0011256497320541992 0.0010040803948237046 0.001466410151968617 0.0011355356616093563 0.0012023853810218758
leaf_count=681 175 272 1221 211 434 127
internal_value=0 0.000157202 -7.02661e-05 -0.000141439 -3.26319e-05 0.00018036
internal_weight=0 0.00259506 0.00583565 0.00480841 0.00380433 0.00233792
internal_count=3121 953 2168 1993 772 561
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=7
num_cat=0
split_feature=42 49 1 15 1 13
split_gain=1.00941e-05 2.3456e-05 1.95353e-05 2.39882e-05 1.89815e-05 7.42544e-06
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.037864999999999989 0.107145 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.0021466858321281495 -0.0092721038827730407 -0.011305528761476523 0.015805083813420336 0.0012300231923466328 -0.016919885607189305 0.012978555866679271
leaf_weight=0.0010502265448653738 0.0010198412412527127 0.0010269020770050804 0.0013040003311434595 0.0010467073114966963 0.0010383970913874626 0.0011068373072469831
leaf_count=434 630 578 239 456 142 642
internal_value=0 0.0014206 0.0054974 0.00127119 -0.00733261 0.00726831
internal_weight=0 0.00657307 0.00448445 0.00318045 0.00208862 0.00215354
internal_count=3121 2491 1915 1676 576 1098
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=52 13 0 3 3
split_gain=1.07863e-05 2.09392e-05 1.70346e-05 2.88495e-05 2.06793e-05
threshold=0.11434500000000002 -0.15078499999999997 -0.084044999999999995 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.012916392927884521 -0.0095872463411494323 -0.015404878167847061 -0.0066749456629245562 0.0056172392199802038 0.01169478497376677
leaf_weight=0.0012855792491949904 0.0010188214534209723 0.0016052036722052025 0.00100651463590615 0.0011002646056502557 0.0015666994086968144
leaf_count=190 501 1027 174 110 1119
internal_value=0 0.0014718 -0.00131543 -0.00685557 0.00450945
internal_weight=0 0.00656426 0.00527868 0.00270547 0.00257321
internal_count=3121 2620 2430 1137 1293
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=6
num_cat=0
split_feature=147 2 48 13 2
split_gain=1.09511e-05 2.10435e-05 5.97141e-05 5.22323e-05 5.64332e-05
threshold=1.0000000180025095e-35 0.11982500000000001 0.091545000000000015 -0.084034999999999985 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012472358013055823 0.009552089424696375 -0.014614601863737914 0.022347426546075803 0.0026915403325427929 -0.024204401383180307
leaf_weight=0.0013291876131053741 0.001033655213813758 0.0010339372344133459 0.0010531545493562069 0.00151090092130445 0.0016129112242516239
leaf_count=670 183 314 291 632 1031
internal_value=0 -0.00152446 0.000933591 -0.00413088 -0.0111956
internal_weight=0 0.00654009 0.00550615 0.004453 0.00312381
internal_count=3121 2938 2624 2333 1663
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=6
num_cat=0
split_feature=15 151 0 1 3
split_gain=9.6839e-06 2.22285e-05 2.51817e-05 3.61977e-05 2.61581e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.041630000000000007 0.095285000000000022 0.083060000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0087267867031211345 0.0099475859487527588 -0.021349605553068769 0.0067958553665855223 0.0096266345988211075 -0.011838847136461387
leaf_weight=0.0010857836909252796 0.0013477647136131985 0.0014230703159110376 0.001427077650709698 0.0011458144068097432 0.0011252000291588531
leaf_count=253 516 1780 206 256 110
internal_value=0 -0.00147899 -0.00448619 -0.00884461 -0.00100868
internal_weight=0 0.00646893 0.00512116 0.00369408 0.00227101
internal_count=3121 2868 2352 2146 366
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=9.08653e-06 2.55192e-05 2.62048e-05 4.73616e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0072804805846931296 0.0079361906684870028 -0.015145084189090611 0.010868772288947476 -0.016638523011568596
leaf_weight=0.0017704028248970213 0.0012080607264483593 0.0011305495300778946 0.0018794721396279955 0.0015548774121032318
leaf_count=803 553 458 1050 257
internal_value=0 -0.00152735 0.00143063 -0.00390388
internal_weight=0 0.0063353 0.00520475 0.00332528
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=7
num_cat=0
split_feature=52 16 2 13 151 15
split_gain=1.00787e-05 1.9117e-05 4.07392e-05 2.95362e-05 3.3252e-05 3.62556e-05
threshold=0.11434500000000002 0.0065250000000000004 0.096540000000000015 0.030370000000000005 -0.0083949999999999979 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.01240282094013938 -0.0092874979882565968 -0.0056074932017040231 0.021746560081794875 -0.016776843776670162 -0.0026719740916028808 0.022992788089798322
leaf_weight=0.0010414186094168743 0.0010136345236333852 0.0010162646174520561 0.0011727832385444862 0.0010765575254412332 0.0011832106149830765 0.0010292190979278566
leaf_count=352 501 315 367 233 327 1026
internal_value=0 0.0014312 0.00904745 -0.00241886 0.00233157 0.00926724
internal_weight=0 0.00651945 0.00218905 0.00433041 0.00325385 0.00221243
internal_count=3121 2620 682 1938 1705 1353
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=6
num_cat=0
split_feature=2 4 48 15 2
split_gain=1.97741e-05 2.87289e-05 3.06531e-05 5.7635e-05 2.83883e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.083985000000000018 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00024695932418471509 -0.00058139966255673487 0.00024064674451383693 0.00011121293852597336 9.3795570947700704e-05 -0.00031086962387162951
leaf_weight=0.0010546686953538742 0.0010772496811541337 0.0011610041985489553 0.0018536788185033355 0.0018703714121787245 0.0010355207422949291
leaf_count=199 636 247 502 1286 251
internal_value=0 -4.1048e-05 -9.70801e-05 -0.000194016 -5.04077e-05
internal_weight=0 0.00699782 0.00583682 0.00398314 0.00290589
internal_count=3121 2922 2675 2173 1537
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=6
num_cat=0
split_feature=13 1 150 47 2
split_gain=1.19427e-05 2.47386e-05 2.98407e-05 2.71793e-05 4.89392e-05
threshold=0.11217000000000001 1.0000000180025095e-35 0.081835000000000019 0.092530000000000015 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013657751845561783 0.0076680786110813852 0.018995424316474566 0.014810801534374444 -0.016906086828685291 -0.010571338145757236
leaf_weight=0.0014071798712076995 0.0015955823970043928 0.0010150169288953099 0.0012305472321246617 0.0010301042663878419 0.0012483180324654377
leaf_count=1500 217 556 278 235 335
internal_value=0 -0.00207788 0.00152402 -0.0034404 0.00268819
internal_weight=0 0.00593117 0.00452399 0.00329344 0.00226333
internal_count=3121 2904 1404 1126 891
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=6
num_cat=0
split_feature=15 3 49 1 2
split_gain=1.99594e-05 4.21497e-05 3.24966e-05 3.23187e-05 3.04914e-05
threshold=-0.03241999999999999 0.10542000000000001 -0.043469999999999995 0.080585000000000004 0.11177500000000001
decision_type=2 2 2 2 2
left_child=2 3 -1 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.00039324392327660099 -6.5836444824631893e-05 0.00021491873382868814 0.00014933372118428539 -0.00051047031909772465 -0.00023694569146490634
leaf_weight=0.0010485006212675443 0.0016297382986053075 0.0011298974054686451 0.0019897896955290446 0.0010230375421230505 0.0012982761697197236
leaf_count=256 1059 95 796 583 332
internal_value=0 -0.000102227 9.26628e-05 -0.000237309 -3.18675e-06
internal_weight=0 0.00378267 0.00433657 0.00265278 0.00328807
internal_count=3121 1737 1384 1642 1128
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=6
num_cat=0
split_feature=1 52 2 52 0
split_gain=1.36395e-05 3.57484e-05 2.74984e-05 4.5676e-05 1.65102e-05
threshold=0.10439500000000002 -0.057699999999999994 0.10097500000000002 -0.0064899999999999992 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00025903139525664074 0.00039708243020998612 9.2899248789986421e-05 -0.00033811102892858402 0.00022662340583923639 -0.00021820100106838353
leaf_weight=0.0013077919071667386 0.001012118954708588 0.0015980850627587257 0.0011539995193114456 0.0017287549310890007 0.0011123875260153271
leaf_count=700 276 173 448 1288 236
internal_value=0 8.26391e-05 -8.0458e-05 1.74597e-05 -3.47774e-05
internal_weight=0 0.00372259 0.00419055 0.00303655 0.00271047
internal_count=3121 685 2436 1988 409
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=6
num_cat=0
split_feature=1 52 3 4 0
split_gain=1.25114e-05 3.21133e-05 2.77695e-05 3.22099e-05 1.66539e-05
threshold=0.10439500000000002 -0.046924999999999988 -0.12018999999999998 -0.0016099999999999997 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0095521711858252058 0.019492104480028968 0.0050190306487361228 -0.0010049835586935956 -0.022991647371015635 -0.011449953708946189
leaf_weight=0.0011127714672717302 0.0010000897383189043 0.0015154259738739378 0.0018194872480768425 0.0010512842495154471 0.0010322751498685128
leaf_count=223 292 168 1651 562 225
internal_value=0 0.004307 -0.00385836 -0.00905656 -0.00165386
internal_weight=0 0.00354779 0.00398354 0.00287077 0.0025477
internal_count=3121 685 2436 2213 393
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=2.57734e-05 2.99663e-05 4.44196e-05 2.80306e-05 5.14965e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 0.092165000000000011 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00024922093631235602 0.00019966434133562429 -0.00048035113167616477 0.00015983541672838112 0.0002083828661183193 -0.00036102764429140884
leaf_weight=0.0010086575881747082 0.0018990882426733946 0.001051857644083944 0.0012852807272722942 0.0013095011762290498 0.0016885045846506625
leaf_count=451 352 158 503 219 1438
internal_value=0 -6.07157e-05 -0.000119312 -3.06507e-05 -0.000135909
internal_weight=0 0.0063438 0.00533514 0.00428329 0.00297379
internal_count=3121 2769 2318 2160 1941
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=7
num_cat=0
split_feature=4 15 151 1 3 13
split_gain=1.23786e-05 3.57374e-05 2.38059e-05 3.60951e-05 3.93114e-05 1.42946e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0060399999999999994 0.080585000000000004 0.076840000000000006 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.011108065631383264 0.016951211866680648 -0.0079090387096211311 -0.0054396833809718182 -0.0014196787057570424 -0.028901040288904487 0.011072451337426585
leaf_weight=0.0010017992382502323 0.0013144081764508249 0.0010324475090767787 0.0010028753079088027 0.0010244077521546361 0.0010582466874554941 0.0010986152034702589
leaf_count=469 266 160 827 649 174 576
internal_value=0 0.00601449 -0.00273849 -0.00605374 -0.0153836 0.00319251
internal_weight=0 0.00234686 0.00518594 0.00418414 0.00208265 0.00210149
internal_count=3121 426 2695 2226 823 1403
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=6
num_cat=0
split_feature=151 1 1 13 47
split_gain=1.85075e-05 4.42711e-05 5.78367e-05 4.84661e-05 2.51972e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00024180134274885917 -0.00022023493883111846 0.00035425117660870209 -0.00040815547444446088 0.00033642767418391365 1.5211567232090858e-05
leaf_weight=0.0010447856433613489 0.0011067654697128157 0.0018624100879081251 0.00149529812136416 0.0013167523553978186 0.0015393670446266982
leaf_count=415 849 408 649 637 163
internal_value=0 3.717e-05 -0.000104897 8.22125e-05 0.000200829
internal_weight=0 0.00732059 0.00391882 0.00242352 0.00340178
internal_count=3121 2706 2135 1486 571
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=6
num_cat=0
split_feature=1 4 3 3 15
split_gain=1.54473e-05 4.45782e-05 4.39357e-05 6.77239e-05 5.52215e-06
threshold=0.094385000000000011 -0.15764999999999998 -0.13309499999999996 0.083060000000000009 -0.07490999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.00015140600032816009 -0.00028151006851593913 -0.00029043799186482947 0.00050081945269695664 5.0251520975328047e-05 -0.00015526834808765231
leaf_weight=0.0015698428525135 0.0010167144137400996 0.0019917268942882572 0.0014751444981581361 0.0010066993693945239 0.0010038791010636705
leaf_count=150 165 2028 488 159 131
internal_value=0 -9.56852e-05 7.71323e-05 0.000181741 -5.23643e-05
internal_weight=0 0.00356157 0.00450244 0.00348572 0.00201058
internal_count=3121 2178 943 778 290
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=7
num_cat=0
split_feature=1 0 47 0 15 2
split_gain=2.39369e-05 3.15386e-05 2.78472e-05 2.61466e-05 4.18135e-05 3.2477e-05
threshold=0.11588000000000001 -0.23001499999999997 0.11069000000000002 -0.074479999999999977 -0.094549999999999981 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5
right_child=2 3 -4 5 -6 -7
leaf_value=0.00023339625850800111 -2.9800351053242729e-05 2.6773635987004367e-07 0.00040937901514977122 0.00017733240644770949 -0.00052389774406410498 -0.00027154128367953866
leaf_weight=0.0010720148472564374 0.0012474273662775003 0.0010686556589886986 0.0010001163881611036 0.0015566882400482457 0.0012931279231974311 0.0010295742570857283
leaf_count=108 317 336 98 345 1556 361
internal_value=0 -7.15104e-05 0.000165627 -0.00013757 -0.000286724 -1.36129e-06
internal_weight=0 0.00602006 0.00224754 0.00494805 0.00236178 0.00258626
internal_count=3121 2706 415 2598 1892 706
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=5
num_cat=0
split_feature=1 3 0 0
split_gain=1.20396e-05 2.04768e-05 4.96087e-05 8.56402e-06
threshold=0.11588000000000001 0.090900000000000009 -0.074229999999999977 -0.071719999999999992
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.018625563730634172 0.01313310973133742 0.0060206068562587978 0.0047797289538432141 0.00021812546053900656
leaf_weight=0.0017994971128476001 0.0010022287647374988 0.0018777702939606743 0.0018229974648658572 0.0010527767619569362
leaf_count=1867 191 217 622 224
internal_value=0 -0.00245405 -0.006847 0.00651678
internal_weight=0 0.00550026 0.00362249 0.00205501
internal_count=3121 2706 2489 415
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=7
num_cat=0
split_feature=1 3 3 3 3 16
split_gain=1.74569e-05 5.25243e-05 6.96945e-05 4.48615e-05 5.2797e-05 1.4618e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 0.090900000000000009 -0.076669999999999988
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4
right_child=1 2 5 4 -6 -7
leaf_value=0.00023084853474360147 -0.00030833678291462157 0.00051256865326467101 0.00012666299205921821 -0.00048471645780468289 9.3022432545113718e-05 -0.00020391058066860409
leaf_weight=0.0010819931841161545 0.001039854439871952 0.0015089195273974053 0.0010067965757569524 0.0014765137543964182 0.001034041459284013 0.0010513500819177256
leaf_count=174 165 488 162 1915 89 128
internal_value=0 7.94331e-05 0.000192474 -0.000102914 -0.000246759 -4.22018e-05
internal_weight=0 0.00460692 0.00356707 0.00359255 0.00251056 0.00205815
internal_count=3121 943 778 2178 2004 290
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=6
num_cat=0
split_feature=1 12 16 0 0
split_gain=1.11176e-05 3.0783e-05 2.64594e-05 5.15213e-05 1.75519e-05
threshold=0.094385000000000011 0.09141500000000001 -0.056919999999999991 -0.15090499999999998 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 4 3 -2 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.0012986606383483166 -0.0071333515817416891 0.0094505760170518656 -0.0076397384339077562 0.020428926336951356 -0.019107766194709344
leaf_weight=0.0010095858109426842 0.0011550631577552303 0.0010879745245560356 0.0014382235718313242 0.0016427344873194121 0.0012247417396926551
leaf_count=213 129 704 452 362 1261
internal_value=0 -0.00434374 0.00338341 0.00904991 -0.0110607
internal_weight=0 0.0033223 0.00423602 0.0027978 0.00223433
internal_count=3121 2178 943 491 1474
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=6
num_cat=0
split_feature=12 51 2 12 1
split_gain=1.00214e-05 2.45376e-05 3.17873e-05 2.66883e-05 3.44308e-05
threshold=0.10016000000000001 -0.076794999999999988 0.086590000000000014 0.082480000000000012 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012234518855407276 -0.007160181031196121 -0.008725551575581211 -0.0073507958741242775 0.023067853882319189 0.015533079697119407
leaf_weight=0.0010256241742663767 0.0015564607629178296 0.0012931938518431145 0.0013088868620036564 0.0010399813942580959 0.0013211196910244095
leaf_count=456 440 1004 215 729 277
internal_value=0 0.00184644 0.00475622 0.0095068 0.00414436
internal_weight=0 0.00598881 0.00496318 0.00366999 0.00263001
internal_count=3121 2681 2225 1221 492
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=6
num_cat=0
split_feature=150 11 52 3 12
split_gain=2.03871e-05 4.1815e-05 2.90961e-05 5.14846e-05 5.95848e-05
threshold=0.11456000000000001 1.0000000180025095e-35 -0.077024999999999996 0.097915000000000016 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00031538771801977838 -0.00026840484787065246 -0.00034212573744365468 0.00039284057304057391 -0.00024740306035429837 -0.00019713748113800805
leaf_weight=0.0016188104942430042 0.0010054540150044528 0.0010034280877867187 0.0017870752807029411 0.0018171641026036734 0.001041839040084669
leaf_count=692 124 237 429 199 1440
internal_value=0 2.94886e-05 8.90089e-05 1.01329e-05 0.000175562
internal_weight=0 0.00726832 0.00626489 0.00464608 0.00282891
internal_count=3121 2997 2760 2068 1869
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=7
num_cat=0
split_feature=1 4 0 1 13 1
split_gain=1.54217e-05 4.31464e-05 3.9795e-05 3.17352e-05 3.30968e-05 2.4576e-05
threshold=0.077565000000000009 -0.033174999999999989 0.10455500000000001 0.095950000000000021 -0.055129999999999992 0.11910500000000002
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0004172443162104041 -0.00030238241032526716 0.00042849292017883319 0.0001059357592731084 0.00032743010908409861 8.8381256616859726e-05 -0.00028697381274549416
leaf_weight=0.0010520967389230848 0.0010888414632800256 0.0010655758816169891 0.0011925563497856354 0.0011402951470810599 0.0015904998442219391 0.0011595641759281907
leaf_count=1571 610 220 65 313 215 127
internal_value=0 5.10388e-05 -0.000139285 0.000128687 4.65697e-05 -6.98872e-05
internal_weight=0 0.00604478 0.00224465 0.00495594 0.00389036 0.00275006
internal_count=3121 1485 1636 875 655 342
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=5
num_cat=0
split_feature=40 2 12 1
split_gain=1.11664e-05 3.36125e-05 4.58854e-05 4.36264e-05
threshold=-0.013874999999999998 0.093175000000000022 0.079890000000000017 0.10508500000000001
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0094521882305282703 0.019252196962670425 -0.022276843857429021 -0.004401801304701242 0.001575924750375829
leaf_weight=0.0010695507981838314 0.0013912589780391009 0.0013878332957655132 0.0019976292711004259 0.0017134870955549002
leaf_count=329 214 690 1595 293
internal_value=0 -0.00157539 0.00530901 -0.00909813
internal_weight=0 0.00649021 0.00338889 0.00310132
internal_count=3121 2792 1809 983
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=6
num_cat=0
split_feature=2 3 1 13 2
split_gain=1.19432e-05 2.9639e-05 4.52497e-05 2.59344e-05 4.44181e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 0.06370000000000002 0.084245000000000014
decision_type=2 2 2 2 2
left_child=3 2 -2 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=5.2034775380263824e-05 -5.5378877255507072e-05 -0.00014406147548260163 0.00051946630857054477 0.00015513144461586073 -0.00041488250534321984
leaf_weight=0.001664883201624205 0.0010645832702637728 0.001340688083108151 0.0010415498518676005 0.0013757790416815824 0.0014793474739747499
leaf_count=846 499 174 246 207 1149
internal_value=0 8.38318e-05 0.0002289 -6.94018e-05 -0.000167648
internal_weight=0 0.00344682 0.00210613 0.00452001 0.00314423
internal_count=3121 919 745 2202 1995
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=6
num_cat=0
split_feature=11 2 3 0 43
split_gain=1.29883e-05 2.79381e-05 4.97552e-05 3.4937e-05 3.82214e-05
threshold=0.076920000000000002 0.098260000000000014 0.12178000000000001 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00035390588286855816 -0.00020948297889397324 0.00040366948898629297 -0.0001040943875126733 -0.00031745339701995536 -0.00013882105009980209
leaf_weight=0.0010215161870624088 0.0010135774318616427 0.0016218964388997792 0.0013675427815294096 0.0014863704946292476 0.0014854391890282788
leaf_count=801 226 642 175 195 1082
internal_value=0 2.80424e-05 0.000171389 -7.9268e-05 6.19518e-05
internal_weight=0 0.00698277 0.00298944 0.00399333 0.00250696
internal_count=3121 2895 817 2078 1883
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=6
num_cat=0
split_feature=52 3 2 4 1
split_gain=1.02534e-05 2.42277e-05 5.56108e-05 5.82322e-05 4.51095e-05
threshold=0.10744000000000002 -0.13309499999999996 0.10613000000000002 0.076415000000000025 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013336709138467521 0.0084339366067007863 0.01223373751837898 -0.014280227418610068 0.027257709969037959 -0.015789510803071619
leaf_weight=0.0013816820387376368 0.0012064034479235038 0.0012726599264052099 0.0015236830370613528 0.0011313285286407471 0.0010469852642960044
leaf_count=268 553 1141 452 178 529
internal_value=0 -0.00162204 0.00163165 0.0086571 -0.000414718
internal_weight=0 0.00635634 0.00497466 0.00345097 0.00231965
internal_count=3121 2568 2300 1848 1670
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=6
num_cat=0
split_feature=2 13 13 2 16
split_gain=1.05997e-05 2.64117e-05 2.27204e-05 4.18157e-05 2.16494e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0030590680857628763 0.016384725671479489 0.0072720791394589564 0.0077334038701256727 -0.020679136957511848 -0.013042414798692406
leaf_weight=0.0015779534753284983 0.0011608955371071152 0.0011011461639959304 0.0013015687992550735 0.0014008499595542538 0.0010019564363498018
leaf_count=846 200 257 207 1149 462
internal_value=0 0.00427716 -0.00328844 -0.00810436 -0.00240612
internal_weight=0 0.003264 0.00428037 0.0029788 0.0021031
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.08368e-05 3.2793e-05 3.09556e-05 6.95604e-05 4.86104e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010880659598695448 0.0093824013473338044 -0.017826162617855613 0.0082771532901240209 0.027171643402480739 -0.018490964523126811
leaf_weight=0.0014615746621205366 0.0010553532005148957 0.0010387584454380344 0.0017369857785339976 0.0011268064561481823 0.0011131880471757553
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.0015453 0.00156432 0.00613796 -0.00217763
internal_weight=0 0.00647731 0.00543855 0.00397698 0.00285017
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=7
num_cat=0
split_feature=42 3 12 2 1 2
split_gain=1.36946e-05 2.50743e-05 4.91382e-05 4.42157e-05 4.56631e-05 3.62549e-05
threshold=0.092620000000000022 -0.083924999999999986 1.0000000180025095e-35 0.11215000000000001 0.094385000000000011 0.08622500000000001
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-4.9265716963135057e-05 -0.00020811697835505607 -3.7208814617626447e-05 -0.00042290855864718862 -0.00022486187361692465 0.00052420116280780464 0.0004464464643278028
leaf_weight=0.0011365565263844533 0.0010811250574146716 0.0011905023546163209 0.0010658121144458744 0.0013405474649470506 0.0010467792735272903 0.0011324102760840748
leaf_count=463 630 192 821 212 231 572
internal_value=0 2.91951e-05 -5.33532e-05 5.67349e-05 0.000225464 0.000198137
internal_weight=0 0.00691261 0.00464364 0.00357783 0.00223728 0.00226897
internal_count=3121 2491 1456 635 423 1035
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=7
num_cat=0
split_feature=43 16 12 2 13 2
split_gain=1.64295e-05 3.08407e-05 2.58063e-05 4.31749e-05 7.24532e-05 5.79529e-05
threshold=-0.04890499999999999 0.15891500000000003 0.098810000000000023 0.089885000000000007 -0.017449999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-3.9199682158273081e-05 -0.00031373064101617576 0.00039121709541820764 -0.00034028731678317368 0.0005487113067645594 0.00023509362203710002 -0.00041208761859125613
leaf_weight=0.0017711843390405446 0.0012288446291847874 0.0010021911630093906 0.0010810821455001741 0.0010219831929505693 0.0010705901978212114 0.0010573507908721832
leaf_count=1199 781 256 250 310 215 110
internal_value=0 0.000116336 -6.89878e-05 -2.00621e-06 0.000119603 -8.64837e-05
internal_weight=0 0.00277338 0.00545985 0.00437877 0.00314992 0.00212794
internal_count=3121 1455 1666 1416 635 325
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.11139e-05 2.24263e-05 2.79268e-05 3.92335e-05 4.79756e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0095011012387220088 -0.0094306428165632453 0.014199076413758744 0.016475654869218852 -0.023235218404877453 0.0055546044573334345
leaf_weight=0.0010621341967778841 0.0014478130305189052 0.001259259051380988 0.0014368442278886 0.0010732946898105488 0.0012563636816611281
leaf_count=862 828 250 340 656 185
internal_value=0 0.00153545 0.00469454 -2.21007e-05 -0.00770913
internal_weight=0 0.00647357 0.00502576 0.00358892 0.00232966
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=7
num_cat=0
split_feature=40 12 16 4 52 52
split_gain=1.67538e-05 3.15293e-05 3.07817e-05 5.62577e-05 7.839e-05 3.43161e-05
threshold=-0.013874999999999998 0.098810000000000023 -0.36241499999999999 -0.033174999999999989 0.077655000000000016 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.00021512043248957338 -0.00022538466779293531 -0.00029536986393053505 -0.00050067774369243092 8.6979337006067701e-05 0.00026537544222971036 0.00057783744741704329
leaf_weight=0.0011829195186298502 0.0013767135750804172 0.0014447053298941468 0.0010363675839901458 0.0011031396414010006 0.0010180896023651322 0.0010872828152837949
leaf_count=329 259 436 615 354 592 536
internal_value=0 -3.70066e-05 2.93907e-05 0.00011202 -0.000121059 0.000330632
internal_weight=0 0.0070663 0.00562159 0.00424488 0.00205446 0.00219042
internal_count=3121 2792 2356 2097 1207 890
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=6
num_cat=0
split_feature=52 2 15 2 1
split_gain=1.18584e-05 3.2001e-05 2.1222e-05 4.20148e-05 1.25911e-05
threshold=-0.046924999999999988 0.089885000000000007 -0.11713499999999999 0.10097500000000002 0.080270000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0075261251163182795 -0.012607017634131273 0.016213873154372636 0.018114379896037647 -0.011943046417605458 0.00313165598456754
leaf_weight=0.001000889457276187 0.0015201748817865682 0.0013122605672870064 0.0010251760545859565 0.0014375888074804797 0.0012385043325271101
leaf_count=404 367 549 967 316 518
internal_value=0 0.00594168 -0.00265924 0.00142649 0.00991704
internal_weight=0 0.00231315 0.00522144 0.00370127 0.00226368
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=6
num_cat=0
split_feature=2 16 4 2 4
split_gain=1.4701e-05 2.47846e-05 2.57617e-05 4.24313e-05 3.16849e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.031404999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00021559480425366315 0.00024712419803180324 -0.00029451117291940098 -0.00032389302099376739 0.00029027054147313258 9.8357133485054777e-05
leaf_weight=0.0010330034179671004 0.0010180054420152714 0.0019118681605203188 0.0013331955427421929 0.0012696606551786727 0.0013441456245969986
leaf_count=199 189 1239 276 402 816
internal_value=0 -3.5271e-05 -8.43384e-05 -1.37692e-05 -0.000132328
internal_weight=0 0.00687688 0.00585887 0.00452567 0.00325601
internal_count=3121 2922 2733 2457 2055
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=5
num_cat=0
split_feature=2 3 13 2
split_gain=1.10623e-05 2.5648e-05 1.93406e-05 3.98522e-05
threshold=0.099185000000000009 0.12178000000000001 0.06370000000000002 0.084245000000000014
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0030784908381094132 0.011461371326432442 -0.0067380485341541939 0.0068024124372837967 -0.020122465179267617
leaf_weight=0.0015767745622127485 0.0019880128406935121 0.001268411519297308 0.0013014382686612927 0.0013956819687405949
leaf_count=846 745 174 207 1149
internal_value=0 0.00437251 -0.00336404 -0.00781524
internal_weight=0 0.00325642 0.00427389 0.00297246
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=6
num_cat=0
split_feature=52 15 12 16 0
split_gain=1.11922e-05 3.12387e-05 1.92931e-05 2.84333e-05 3.51956e-05
threshold=-0.046924999999999988 -0.053579999999999996 0.10016000000000001 -0.008904999999999998 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.017190174575570306 -0.013637099721885901 -0.0060791266473233206 -0.013501839435894098 0.013863782846106138 0.0093342824300157775
leaf_weight=0.0011765063182217316 0.0017083771951265259 0.0011320862535934789 0.0012351219527767252 0.0011749515097123821 0.0010941653274911158
leaf_count=516 346 437 304 310 1208
internal_value=0 0.00577939 -0.00258435 0.000805837 -0.00466864
internal_weight=0 0.00230859 0.00521262 0.00397749 0.00280254
internal_count=3121 953 2168 1864 1554
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=6
num_cat=0
split_feature=42 16 16 1 1
split_gain=1.09749e-05 1.78844e-05 3.64782e-05 2.70675e-05 7.18605e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 0.091615000000000016 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.009441892895237761 -0.01589790357991017 0.019699553229522635 -0.0048359365785560059 0.019015071873222725 -0.012460383105490551
leaf_weight=0.0010606275858519709 0.0011041616640458081 0.0013035739193912542 0.0011323093011815183 0.0013817706760414165 0.0015268587839553293
leaf_count=862 816 498 380 277 288
internal_value=0 0.00153511 0.00829434 -0.00256795 0.00249232
internal_weight=0 0.00644867 0.00243588 0.00401279 0.00290863
internal_count=3121 2259 878 1381 565
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=6
num_cat=0
split_feature=3 0 4 47 12
split_gain=1.1682e-05 1.58102e-05 3.94882e-05 4.84049e-05 5.54086e-05
threshold=0.13524500000000003 -0.17169499999999996 0.25615500000000008 0.085270000000000026 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0072457004137206557 0.0089652228870479838 0.0068753864108591417 -0.019566048281630111 0.018619395553990451 -0.023442662081871644
leaf_weight=0.0014902671334682252 0.0012143559360406168 0.0013299726788082835 0.0012821614029085104 0.0010744352174433401 0.0011025052969830997
leaf_count=173 192 481 254 307 1714
internal_value=0 -0.0017494 -0.00454849 0.000942068 -0.00686608
internal_weight=0 0.00627934 0.00478907 0.00350691 0.00243248
internal_count=3121 2929 2756 2502 2195
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=15 151 0 1 4
split_gain=1.15553e-05 1.87766e-05 2.16641e-05 2.36391e-05 4.66378e-05
threshold=-0.24436499999999997 -0.024429999999999997 -0.14794999999999997 0.11588000000000001 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.009583903252449134 0.0089218356445752208 -0.016936689564766749 0.0042585648940057924 0.01172983521747378 -0.021797225591669633
leaf_weight=0.0010744156762643262 0.0013362270887850962 0.0010841486981970298 0.0018050139398206909 0.0010686310699785646 0.0011090384054725474
leaf_count=253 516 170 757 142 1283
internal_value=0 -0.00162307 -0.00440398 -0.000992377 -0.00565782
internal_weight=0 0.00640306 0.00506683 0.00398268 0.00291405
internal_count=3121 2868 2352 2182 2040
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=6
num_cat=0
split_feature=42 160 1 42 3
split_gain=1.08061e-05 2.18378e-05 2.33013e-05 3.26497e-05 4.11398e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0093963328694569651 -0.0093544555827140049 0.019819270054223556 0.018291323948554077 -0.010973951130031974 -0.0055648546113362223
leaf_weight=0.0010539150362349646 0.0014316987319300768 0.0013657948871218695 0.001001667959461024 0.0014138578980466879 0.0011989237711437176
leaf_count=862 828 259 180 847 145
internal_value=0 0.00153006 0.0046591 0.00122697 0.00795301
internal_weight=0 0.00641194 0.00498024 0.00397858 0.00256472
internal_count=3121 2259 1431 1251 404
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=5
num_cat=0
split_feature=159 52 0 16
split_gain=1.10543e-05 2.10024e-05 2.82638e-05 2.7943e-05
threshold=0.076905000000000015 -0.0064899999999999992 -0.14001499999999997 -0.056919999999999991
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.01124824990515194 0.0095313866104596821 0.013847592905946905 0.0045964246528844271 -0.013876756115530251
leaf_weight=0.0016597445168796314 0.0010440917642416904 0.0013842002233405691 0.0019582441501405563 0.0014072526471439585
leaf_count=817 527 202 1181 394
internal_value=0 -0.00156465 0.0018192 -0.00312797
internal_weight=0 0.00640944 0.0047497 0.0033655
internal_count=3121 2594 1777 1575
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=6
num_cat=0
split_feature=40 2 3 47 2
split_gain=1.38265e-05 3.00344e-05 4.73878e-05 8.25463e-05 4.83214e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 0.085270000000000026 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00019967134252742353 1.1436857909427257e-05 -0.00025245177477998317 0.00037657405585217257 0.00040152341579348502 -0.00051189362140963428
leaf_weight=0.0011238039705672737 0.0013752346383432382 0.0017977163027377355 0.001233671590177027 0.0010465446630266895 0.001338619246744321
leaf_count=329 615 420 173 269 1315
internal_value=0 -3.51245e-05 4.31068e-05 -6.62935e-05 -0.000246698
internal_weight=0 0.00679179 0.00499407 0.0037604 0.00271385
internal_count=3121 2792 2372 2199 1930
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.4461e-05 2.53166e-05 4.63442e-05 3.49477e-05 3.09497e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00021003323100439745 0.00028452705015571456 -0.00030397207362188155 0.00036179489584436009 0.00024203118370151217 -0.00018869274088612232
leaf_weight=0.0011216753417669255 0.0012338402950789057 0.0016337857177465501 0.0012376115214337261 0.0010003250655877286 0.0017874538794414026
leaf_count=862 448 820 322 120 549
internal_value=0 3.00344e-05 -2.54513e-05 8.7592e-05 -3.41382e-05
internal_weight=0 0.00689302 0.00565918 0.00402539 0.00278778
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=6
num_cat=0
split_feature=13 3 2 3 1
split_gain=2.13584e-05 4.59229e-05 4.10517e-05 2.21387e-05 5.36598e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10222000000000002 -0.13309499999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0002584278383754288 -0.00031161707747592247 -0.00041154123097690933 0.00031778758739186842 -0.00020763970701964337 0.00029184521509083397
leaf_weight=0.0010449764742893478 0.001070921320352157 0.0010910536027367093 0.0014122535614791891 0.0018789927715192685 0.0014768752642404979
leaf_count=169 170 100 631 1700 351
internal_value=0 -4.22893e-05 2.67072e-05 -6.61545e-05 1.21773e-05
internal_weight=0 0.0069301 0.00583904 0.00442679 0.00335587
internal_count=3121 2952 2852 2221 2051
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=9.37884e-06 1.85302e-05 3.00374e-05 3.06574e-05 2.77811e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.18708499999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.006738861627234926 -0.013475550936697781 -0.0073173360930762019 0.0157928236115552 -0.01480862677465909 0.014850454028863367
leaf_weight=0.0016118497411846643 0.0011149245988350898 0.0011200070973978492 0.0010482392962154314 0.0014365659215618619 0.0011415326338723105
leaf_count=771 825 168 233 965 159
internal_value=0 -0.00187439 0.000850739 -0.00338464 0.00387206
internal_weight=0 0.00586127 0.00474634 0.00369811 0.00226154
internal_count=3121 2350 1525 1292 327
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=6
num_cat=0
split_feature=16 1 47 2 52
split_gain=9.25443e-06 2.51278e-05 5.74795e-05 3.71941e-05 3.18568e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0088877038868846285 -0.011570106698739886 0.022591423539286767 -0.0069349784133109719 -0.020219757717182402 0.010495760976407717
leaf_weight=0.0010155460311906004 0.0010526139056131235 0.0014172362821339936 0.0012328479017969165 0.0010148926822058724 0.0017289256335484941
leaf_count=130 461 445 160 435 1490
internal_value=0 0.0013828 0.00885542 -0.00383343 0.00214541
internal_weight=0 0.00644652 0.00265008 0.00379643 0.00278154
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=6
num_cat=0
split_feature=52 47 3 16 13
split_gain=2.43105e-05 3.17977e-05 5.50118e-05 4.57971e-05 5.97419e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 -0.095964999999999981 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00023250733193614959 -0.00027383626238874909 -0.00017401704321891391 0.00058269444952534536 0.00043388425089643275 -0.00014254856203965236
leaf_weight=0.0012683436054469074 0.0010798067537993858 0.0019107930914028732 0.0010719065371835885 0.001217096504955024 0.0015999808654618727
leaf_count=234 501 370 331 1279 406
internal_value=0 4.20463e-05 0.000122098 0.000237748 0.000106495
internal_weight=0 0.00706812 0.00515733 0.00388898 0.00281708
internal_count=3121 2620 2250 2016 1685
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=6
num_cat=0
split_feature=40 2 3 47 2
split_gain=9.9574e-06 3.00977e-05 5.07181e-05 6.40424e-05 3.93715e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 0.084635000000000016 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0089741891238934012 0.00028477257537484665 -0.012954184608882077 0.020566651864126848 0.017959751673778244 -0.024681235174479236
leaf_weight=0.0010579695167369672 0.0012968312067231174 0.0016884618503419432 0.0011789340831129744 0.0010056050726018929 0.0012315010976617674
leaf_count=329 613 420 173 274 1312
internal_value=0 -0.00149831 0.00260594 -0.00338581 -0.0118757
internal_weight=0 0.00640133 0.00471287 0.00353394 0.00252833
internal_count=3121 2792 2372 2199 1925
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=5
num_cat=0
split_feature=2 3 13 15
split_gain=1.16885e-05 2.55923e-05 1.66827e-05 3.01846e-05
threshold=0.099185000000000009 0.12178000000000001 0.06370000000000002 -0.092334999999999987
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0060320484194073768 0.011684209706689895 -0.0066018600414742504 0.0060156388869403287 -0.015150657424575829
leaf_weight=0.001043024777942315 0.0019571216686794521 0.0012568922625395247 0.0012891299724894301 0.0018946878620801179
leaf_count=377 745 174 207 1618
internal_value=0 0.00453315 -0.00346813 -0.00762981
internal_weight=0 0.00321401 0.00422684 0.00293771
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=6
num_cat=0
split_feature=484 48 0 16 16
split_gain=1.94336e-05 2.45328e-05 6.63711e-05 4.35537e-05 5.75394e-05
threshold=0.073690000000000019 0.083985000000000018 -0.18113999999999997 -0.15241499999999997 0.31475000000000003
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00010596872123797464 0.000247332603899407 -0.00018792872019895865 0.00049010616205443012 -0.00048054139288010081 9.6105765998903564e-05
leaf_weight=0.0020000234584600686 0.0010510370497353863 0.0011757597379613571 0.0010513984697311293 0.0018292668321356251 0.0010455232262280389
leaf_count=353 394 81 455 1555 283
internal_value=0 -3.83386e-05 0.000132158 -0.000116234 -0.000270822
internal_weight=0 0.00710197 0.00222716 0.00487481 0.00287479
internal_count=3121 2727 536 2191 1838
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=6
num_cat=0
split_feature=3 3 12 15 16
split_gain=1.10415e-05 1.62026e-05 2.89913e-05 4.20575e-05 4.46934e-05
threshold=0.13524500000000003 0.097915000000000016 0.092355000000000007 -0.095244999999999982 0.0039400000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.022813848747669143 0.0087393358556736855 -0.012407860881144116 -0.0098555294673751386 -0.013851391270044392 0.0140203840427717
leaf_weight=0.0010414423951337864 0.0012078125088683259 0.0011532846424695403 0.00171676216637752 0.0012842248867558034 0.0010422457926609796
leaf_count=391 192 132 902 1182 322
internal_value=0 -0.0017066 0.000720615 0.00611171 -0.00136499
internal_weight=0 0.00623796 0.00508468 0.00336791 0.00232647
internal_count=3121 2929 2797 1895 1504
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=6
num_cat=0
split_feature=13 47 16 0 0
split_gain=2.41579e-05 4.02923e-05 4.05616e-05 3.21792e-05 5.8163e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 0.051010000000000007 -0.11242999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00027860373981648991 0.00030890514169694053 -0.00037379762872921923 9.8777465013807808e-05 0.00024513319258330751 -0.00040403808608032257
leaf_weight=0.0010830296938221908 0.0014909647068603472 0.001139151839304805 0.0017743936718597727 0.0010088298829248419 0.0017635699163586196
leaf_count=169 287 163 251 172 2079
internal_value=0 -3.55623e-05 2.8253e-05 -6.37772e-05 -0.000151861
internal_weight=0 0.00717691 0.00603776 0.00454679 0.00353796
internal_count=3121 2952 2789 2502 2330
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.70664e-05 2.56119e-05 4.17766e-05 2.76117e-05 3.12634e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00022139957640161481 0.00029195434979861746 -0.00027708444021121371 0.00033008185827851133 0.00025622490502355538 -0.00017409623178055538
leaf_weight=0.0011392450704302065 0.0012486309369721081 0.0016891694609808862 0.0012659983064530088 0.0010162786123193424 0.0017965615067582028
leaf_count=862 448 820 322 120 549
internal_value=0 3.73405e-05 -1.77771e-05 8.96099e-05 -1.86213e-05
internal_weight=0 0.00701664 0.00576801 0.00407884 0.00281284
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=6
num_cat=0
split_feature=484 3 1 47 2
split_gain=1.70178e-05 2.0531e-05 5.95486e-05 3.86328e-05 2.74028e-05
threshold=0.073690000000000019 -0.13309499999999996 0.12811000000000003 0.086380000000000012 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00023373691424993274 0.00023294509606749304 -0.00014703695201531906 0.00041812779900605507 -0.00041706924149652953 0.00021690452728255236
leaf_weight=0.0015691104708489773 0.0010363978137953901 0.0017333685231389886 0.0011438564434182678 0.001026937195931226 0.0014699341445888127
leaf_count=276 394 1465 199 279 508
internal_value=0 -3.64124e-05 2.12018e-05 -8.6127e-05 1.99688e-05
internal_weight=0 0.00694321 0.0053741 0.00423024 0.0032033
internal_count=3121 2727 2451 2252 1973
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=6
num_cat=0
split_feature=159 43 16 151 2
split_gain=1.06012e-05 1.97053e-05 3.38917e-05 3.71458e-05 3.16142e-05
threshold=0.076905000000000015 -0.15582499999999996 -0.056919999999999991 -0.0017399999999999998 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010303963841836856 0.0093062391456195746 -0.013952644279039481 -0.014962661270225325 -0.002597668105002812 0.020541438278049384
leaf_weight=0.0011542064741897609 0.0010507568390906372 0.0010379363753846944 0.0018635769693952191 0.0012047471238346458 0.0011580127795411345
leaf_count=191 527 173 1052 927 251
internal_value=0 -0.00152924 -0.00412371 0.00181603 0.00874304
internal_weight=0 0.00641848 0.00526427 0.0034007 0.00236276
internal_count=3121 2594 2403 1351 1178
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.50608e-05 2.24993e-05 4.42671e-05 3.41041e-05 2.57689e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00021343501733444108 0.00027445179761181583 -0.00029256729269000427 0.00036254501384238143 -0.00026212193786916247 0.00012543390989235869
leaf_weight=0.0011162072960865894 0.0012124738292903312 0.0016271596520991008 0.0012309400889196154 0.0011025337147682849 0.0016419095257156951
leaf_count=862 448 820 322 175 494
internal_value=0 3.22723e-05 -2.0139e-05 9.13683e-05 -3.02601e-05
internal_weight=0 0.00681502 0.00560254 0.00397538 0.00274444
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.12716e-05 2.19968e-05 3.87298e-05 3.34778e-05 2.52583e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0096090948316298972 0.014131985168196658 -0.014559939307207326 0.018428172518939665 -0.014130599909405751 0.0060655281761408291
leaf_weight=0.0010503604047602316 0.001144511687091284 0.0015310085163609192 0.001160404300460968 0.0010330731294483934 0.0015459272102038401
leaf_count=862 448 820 322 175 494
internal_value=0 0.00156602 -0.00116278 0.00432236 -0.00202446
internal_weight=0 0.00641492 0.00527041 0.0037394 0.002579
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=6
num_cat=0
split_feature=147 52 4 15 0
split_gain=1.14582e-05 1.96741e-05 2.69266e-05 5.85891e-05 1.20992e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.0016099999999999997 -0.10091499999999999 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0083905877205029886 0.0098241110034860361 0.011790854918459872 0.00044573199292008447 -0.028882046755326962 -0.0036105563586833695
leaf_weight=0.0015156820759970767 0.0010230836083764015 0.0010272176620133597 0.0017640268611703665 0.0011096708947563065 0.0010131852270565489
leaf_count=712 183 1360 419 383 64
internal_value=0 -0.0015696 -0.00464168 -0.0108791 0.00414311
internal_weight=0 0.00642978 0.0049141 0.0028737 0.0020404
internal_count=3121 2938 2226 802 1424
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=6
num_cat=0
split_feature=42 49 1 15 4
split_gain=1.05681e-05 2.36072e-05 2.28325e-05 1.87378e-05 4.76282e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.107145 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0031965706393899682 -0.0095296801705439509 -0.0016767160404413642 -0.017916027516482812 -0.0006852100724118711 0.027566926827733648
leaf_weight=0.0010228764635463023 0.001007505821383977 0.001950386128791246 0.0010260742065681737 0.0013859359387880534 0.0010478558665208376
leaf_count=434 630 787 142 256 872
internal_value=0 0.00148494 -0.0073762 0.0056262 0.0114786
internal_weight=0 0.00643313 0.00204895 0.00438418 0.00243379
internal_count=3121 2491 576 1915 1128
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=7
num_cat=0
split_feature=147 3 2 12 4 2
split_gain=1.12642e-05 1.97622e-05 3.204e-05 3.59001e-05 2.94737e-05 2.51239e-05
threshold=1.0000000180025095e-35 0.13524500000000003 0.11215000000000001 0.051320000000000005 0.0052350000000000009 0.082850000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.0021221890946182863 0.0097604962106428508 0.010491945553259493 -0.01931696934934321 -0.020906421976002058 0.0212093080231203 0.0014349657539183746
leaf_weight=0.0011589797044598072 0.0010191492781797254 0.0011227104870404573 0.0010985328230422291 0.0010081852536826582 0.0010161558217308658 0.0010052021558828888
leaf_count=252 183 168 376 581 167 1394
internal_value=0 -0.00155757 -0.00411629 -0.000129575 0.00877756 -0.00975228
internal_weight=0 0.00640977 0.00528706 0.00418852 0.00217514 0.00201339
internal_count=3121 2938 2770 2394 419 1975
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=1.10357e-05 3.51169e-05 3.32557e-05 3.57848e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0080074140097427509 0.010215271906069377 0.0080285047968105937 -0.019798877175863365 -0.014479123383150164
leaf_weight=0.0013955359772697563 0.0017195857555795295 0.0018027092772165616 0.0013349829841259328 0.0011615128469665969
leaf_count=303 843 365 1422 188
internal_value=0 -0.00186246 -0.00669328 -0.000790976
internal_weight=0 0.00601879 0.00429921 0.00296422
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=6
num_cat=0
split_feature=4 4 2 2 15
split_gain=1.17231e-05 1.96934e-05 3.33931e-05 2.96724e-05 2.37958e-05
threshold=0.27287000000000006 0.098655000000000007 0.10855000000000002 0.093175000000000022 -0.028889999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012504629928735148 0.0072423929942552132 -0.014015007567364382 0.015351058605317026 -0.017071466356774919 -0.0082480408982303754
leaf_weight=0.0011524609606422607 0.0017149330886894647 0.0011288572010859921 0.0011643972219956633 0.0011813515402767307 0.0010613843747058933
leaf_count=538 352 195 377 448 1211
internal_value=0 -0.00218985 0.000737803 -0.00427387 0.00255517
internal_weight=0 0.00568845 0.00455959 0.0033952 0.00221385
internal_count=3121 2769 2574 2197 1749
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=6
num_cat=0
split_feature=3 47 16 0 52
split_gain=1.65416e-05 6.24094e-05 4.67371e-05 3.22479e-05 3.26968e-05
threshold=-0.10519499999999998 0.092530000000000015 -0.25582999999999995 -0.055064999999999996 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=2 3 -1 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00041397892396853982 -5.5816881656783525e-05 -0.00042825708564635609 -0.00011637196549236591 -0.00023685141568416293 0.00034937845475343138
leaf_weight=0.0011794738633678099 0.0014506082404610258 0.0013596276562134043 0.0013937465310503837 0.0010725779709718345 0.0016215457187860689
leaf_count=102 718 303 306 294 1398
internal_value=0 -6.37217e-05 0.000126722 5.58596e-05 0.000158054
internal_weight=0 0.00550436 0.00257322 0.00414473 0.00307215
internal_count=3121 2713 408 2410 2116
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=6
num_cat=0
split_feature=15 15 51 0 52
split_gain=1.01908e-05 1.91665e-05 2.68754e-05 4.87902e-05 2.75983e-05
threshold=-0.24436499999999997 -0.095869999999999983 -0.031924999999999995 -0.10474999999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0090578443232243507 -0.0115368640011834 -0.011909304805267355 0.022085490035677086 -0.014166255864327857 0.0069375896695249781
leaf_weight=0.0010622008918011712 0.0014693032632268621 0.0011447340986120097 0.0012125734310971972 0.0011052299281063686 0.001410476381806423
leaf_count=253 373 540 250 924 781
internal_value=0 -0.00152555 0.00149304 0.00560811 -0.002334
internal_weight=0 0.00634232 0.00487301 0.00372828 0.00251571
internal_count=3121 2868 2495 1955 1705
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=7
num_cat=0
split_feature=51 160 43 49 2 2
split_gain=1.01638e-05 2.67874e-05 2.42873e-05 2.68686e-05 2.47411e-05 2.12754e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.15323999999999996 -0.031119999999999998 0.10613000000000002 0.073895000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.015595161048404702 -0.0089298358116360332 0.012427903249944432 0.0088975301014242586 -0.01304063842927366 -0.022280783190260087 0.0071251676381024424
leaf_weight=0.0011152443712229929 0.0010884063784678171 0.0010100500377844537 0.0010605454895247991 0.0010837426750899353 0.0010224809013465561 0.0010114486494962583
leaf_count=651 409 179 234 416 344 888
internal_value=0 0.00153467 -0.0014877 -0.00485168 -0.00952879 -0.00330564
internal_weight=0 0.00630351 0.00518827 0.00417822 0.00311767 0.00209519
internal_count=3121 2712 2061 1882 1648 1304
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=6
num_cat=0
split_feature=2 13 13 2 3
split_gain=1.05447e-05 2.53422e-05 1.95629e-05 3.46657e-05 1.28238e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 0.095270000000000007
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0024247407493192333 0.016280905839429052 0.0055695410014161189 0.0070045318791976873 -0.019420011949090443 -0.010282478669189058
leaf_weight=0.0015489347480678458 0.0011398341266724778 0.0010236794105005797 0.0012810089478417766 0.00136808013569927 0.0010176401839536858
leaf_count=846 200 587 207 1149 132
internal_value=0 0.00433651 -0.00329667 -0.00782045 -0.00233302
internal_weight=0 0.00318115 0.00419802 0.00291701 0.00204132
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=9.51258e-06 3.49342e-05 2.45385e-05 3.32649e-05 4.14391e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015011932983033566 0.01634174596854255 -0.0084419417443007318 -0.014612970662855254 0.016217078802874721 0.010144384666266654
leaf_weight=0.0011866733006633185 0.001279203418791675 0.0010240499960498541 0.0016347857242145947 0.0010918182191941117 0.0011528674701099802
leaf_count=393 266 160 1444 419 439
internal_value=0 0.00532267 -0.0024283 0.00142085 -0.00437427
internal_weight=0 0.00230325 0.00506614 0.00387947 0.00278765
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=7
num_cat=0
split_feature=4 15 151 15 15 0
split_gain=1.87178e-05 3.19057e-05 2.51672e-05 5.39255e-05 4.00706e-05 3.5045e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.0071249999999999985 -0.037864999999999989 1.0000000180025095e-35 0.089620000000000019
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.00020958084450472265 0.00033593235737393486 -0.00010890280706429829 -0.00047685934739672808 0.00042381971546500547 -0.00031150483961291624 -7.4876398768673985e-05
leaf_weight=0.0010500086371944299 0.0014124935503470946 0.0011047678675856223 0.0012313022899175978 0.0010116389647888153 0.0010372115714133373 0.0011664374750821535
leaf_count=463 266 160 737 214 1157 124
internal_value=0 0.000140704 -6.34536e-05 -0.000127927 5.69699e-06 0.00015675
internal_weight=0 0.00251726 0.0054966 0.00444659 0.00321529 0.00217808
internal_count=3121 426 2695 2232 1495 338
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=7
num_cat=0
split_feature=3 16 13 2 2 15
split_gain=1.93773e-05 3.92486e-05 4.94923e-05 6.0128e-05 7.43581e-05 1.81581e-05
threshold=-0.15447499999999995 0.26799500000000004 0.0076650000000000008 0.10644500000000001 0.089885000000000007 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00024850777029117912 1.1680282626896206e-05 -0.00039394818004906233 -0.00033580366306782712 3.8429156928677783e-05 0.00064217293495985941 -0.00032683657257844798
leaf_weight=0.001029354589465477 0.0016455687093022361 0.0010278816297429475 0.0012130856406996323 0.0010247793726274055 0.0012774478394426668 0.0010691777838810284
leaf_count=210 1392 282 314 177 510 236
internal_value=0 -3.89632e-05 1.96049e-05 0.000105541 0.000287225 -0.000148076
internal_weight=0 0.00725794 0.00623006 0.00501697 0.00292302 0.00209396
internal_count=3121 2911 2629 2315 1902 413
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=8.77354e-06 2.37528e-05 2.15515e-05 4.78372e-05 3.82082e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.031119999999999998 -0.13309499999999996 0.086950000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014680645284615318 -0.0082965737431832578 0.010085027144018745 -0.023843073959662217 0.012983661424184632 -0.0098323722734519007
leaf_weight=0.0011130280876312229 0.001088543349590681 0.0012388787441180863 0.0010069787262999676 0.0014475361527551205 0.0014889104669630075
leaf_count=651 409 259 179 802 821
internal_value=0 0.00142636 -0.00142032 -0.00503488 0.00141491
internal_weight=0 0.00629533 0.0051823 0.00394343 0.00293645
internal_count=3121 2712 2061 1802 1623
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=6
num_cat=0
split_feature=0 4 43 13 16
split_gain=9.57597e-06 2.92691e-05 3.06926e-05 4.3912e-05 2.17288e-05
threshold=0.056435000000000006 -0.064804999999999988 -0.079734999999999986 -0.059629999999999996 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.016517281854776768 0.0074297280555374826 -0.012598373067954248 0.022751454187330371 -0.0086799374911396537 0.0098812809969499385
leaf_weight=0.0010962293574685207 0.0014021585453165364 0.001164022744597593 0.0011018270519578422 0.0015364556014397387 0.0010698738902572757
leaf_count=1086 204 754 554 244 279
internal_value=0 -0.0017539 0.00156783 0.00601473 -0.00106073
internal_weight=0 0.00596841 0.00487218 0.00370816 0.00260633
internal_count=3121 2917 1831 1077 523
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=7
num_cat=0
split_feature=4 151 43 43 15 13
split_gain=2.69892e-05 3.24302e-05 4.3918e-05 5.47051e-05 4.64682e-05 2.59873e-05
threshold=0.27287000000000006 -0.016164999999999995 0.05259500000000001 -0.074359999999999996 -0.069954999999999989 0.043850000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002597668765200501 0.0002075734965907164 0.00023341909823114838 0.0002168841894534982 -0.00014372392601828837 -0.00072939999951364572 -0.00020669464532270578
leaf_weight=0.0010232778360228572 0.0018836217580198242 0.0010190718744805623 0.0011536542849105392 0.0010304404796555831 0.0010531510701872449 0.0010444896144625674
leaf_count=456 352 618 352 218 927 198
internal_value=0 -5.98132e-05 -0.000121506 -0.000215639 -0.000439754 1.06517e-05
internal_weight=0 0.00632409 0.00530081 0.00414715 0.00208359 0.00206356
internal_count=3121 2769 2313 1961 1145 816
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=6
num_cat=0
split_feature=3 16 47 2 16
split_gain=9.8244e-06 4.12446e-05 4.12046e-05 3.08394e-05 1.87773e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 0.10559 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.01985496064982803 0.018579942656357509 -0.0068065318183115611 -0.018260590335438833 -0.0081519835354526525 0.00018997568006677497
leaf_weight=0.0010665991090851208 0.0012190156422682546 0.0012724236039388988 0.0012467472591957043 0.0015483348515771328 0.0010196505825699623
leaf_count=102 1189 306 303 524 697
internal_value=0 0.00535116 -0.00249226 0.00269896 0.0102038
internal_weight=0 0.00233902 0.00503375 0.003787 0.00223867
internal_count=3121 408 2713 2410 1886
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=5
num_cat=0
split_feature=2 3 13 2
split_gain=1.01757e-05 2.53803e-05 1.88044e-05 2.72128e-05
threshold=0.099185000000000009 0.12178000000000001 0.06370000000000002 0.084245000000000014
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0013913132178509013 0.01140457266080757 -0.0069316054012638715 0.0068816823096004287 -0.017992952889004536
leaf_weight=0.0015473546348330441 0.0019388967813163368 0.0012361656150732859 0.0012754421592099151 0.0013614321754534865
leaf_count=846 745 174 207 1149
internal_value=0 0.00426564 -0.00324221 -0.00768132
internal_weight=0 0.00317506 0.00418423 0.00290879
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=13 3 2 1 0 16
split_gain=2.51842e-05 4.09694e-05 4.32971e-05 3.27393e-05 2.64175e-05 2.5669e-07
threshold=-0.23438999999999996 0.11296500000000002 0.10222000000000002 0.11551000000000002 -0.071924999999999989 -0.08947999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00027809672789558975 -0.00028955495539869307 -0.00038202319233748258 0.00031240831717018299 0.00021552257229240962 3.7576202215630878e-05 -0.0003339470078953593
leaf_weight=0.0011100328615412996 0.0010029025633223607 0.0011300506737122601 0.0015101095266230628 0.0011519592263607758 0.0014243713955998708 0.0010002708583940927
leaf_count=169 484 100 631 139 269 1329
internal_value=0 -3.91392e-05 2.44898e-05 -7.04524e-05 -0.000166565 -0.000311722
internal_weight=0 0.00721966 0.00608961 0.0045795 0.00342754 0.00200317
internal_count=3121 2952 2852 2221 2082 1813
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=6
num_cat=0
split_feature=11 2 43 3 2
split_gain=1.82471e-05 4.41498e-05 4.86748e-05 4.55884e-05 3.80426e-05
threshold=0.076920000000000002 0.089885000000000007 -0.074359999999999996 -0.015584999999999998 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00012279540027158777 -0.00025314539072962241 0.0004807653407547852 -0.0003913605981860718 0.00033088377902277806 -0.00013910961024224543
leaf_weight=0.0012954268875618861 0.0010090385183806018 0.001200093418843225 0.0015608547609077344 0.0010220787507037314 0.0018801657875352385
leaf_count=689 226 821 928 147 310
internal_value=0 2.90027e-05 -0.000158172 0.000159325 2.64072e-05
internal_weight=0 0.00695862 0.00285628 0.00410234 0.00290224
internal_count=3121 2895 1617 1278 457
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=1.39896e-05 1.92507e-05 2.76477e-05 3.73148e-05 3.92505e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00028765055108417582 0.00020814634663109395 0.0002401335411169309 -0.00017133101318573545 -0.00032546386074128745 0.00028035134975323535
leaf_weight=0.0010063871204216909 0.0010282001711724069 0.001456988581551277 0.0014699364660195405 0.0014791004667614096 0.0014888691080358245
leaf_count=806 394 734 151 497 539
internal_value=0 -3.70147e-05 5.77429e-06 -7.11671e-05 5.59553e-05
internal_weight=0 0.00690128 0.00589489 0.00443791 0.00295881
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=6
num_cat=0
split_feature=3 3 0 3 2
split_gain=9.84716e-06 1.55641e-05 2.82808e-05 2.42244e-05 1.67286e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 0.082850000000000021
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.015397456442835425 0.0082824392613031397 -0.0093693129789126344 -0.00098555712483138391 0.019660140510261496 0.0025034736032459644
leaf_weight=0.0010829346436577985 0.001199298768712713 0.0018261642579333456 0.0011356791555407822 0.0011376059189151626 0.0010079367166979209
leaf_count=631 192 228 172 278 1620
internal_value=0 -0.00161781 0.00162577 0.00934604 -0.00676804
internal_weight=0 0.00619032 0.00436416 0.00227329 0.00209087
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=8.71204e-06 2.70114e-05 3.03636e-05 4.46695e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0068701821060984068 0.0078602759916472902 -0.015585257844921927 0.011884243610836107 -0.016612539285167368
leaf_weight=0.0017158358784086821 0.0011814450129840493 0.0011175702702095006 0.0018312778323212103 0.0015345001240904051
leaf_count=803 553 458 1050 257
internal_value=0 -0.00150957 0.00158601 -0.00421613
internal_weight=0 0.00619918 0.00508161 0.00325034
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=6
num_cat=0
split_feature=457 15 15 16 0
split_gain=1.44332e-05 2.65121e-05 3.3743e-05 7.41944e-05 4.11678e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00013942570092787668 0.00020565037798141132 -0.00031623121194121213 0.0004589906847185026 -0.00044887076178655466 -6.0128035185523899e-05
leaf_weight=0.0019572628257814167 0.0011014784880810308 0.0010921054387938531 0.001166496021290893 0.0014237611551832156 0.0011829510205327771
leaf_count=469 289 1167 343 727 126
internal_value=0 -3.62425e-05 1.71173e-05 -0.000108308 0.000197613
internal_weight=0 0.00682258 0.00573047 0.00338102 0.00234945
internal_count=3121 2832 1665 1196 469
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=6
num_cat=0
split_feature=1 2 15 2 1
split_gain=1.00908e-05 2.21093e-05 2.99301e-05 3.55527e-05 5.13151e-06
threshold=0.11588000000000001 0.086590000000000014 -0.022504999999999997 0.10097500000000002 0.13408500000000004
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01205879712726908 0.011073986993911794 0.01196697692968874 0.0071482149428475032 -0.018929805732686725 0.00098082125650368634
leaf_weight=0.0016152202819718787 0.0010064362803122598 0.0016586861670915085 0.0010352509346220819 0.0010560964689390647 0.0010084495354580275
leaf_count=1101 206 767 582 256 209
internal_value=0 -0.00227755 0.00193544 -0.00602076 0.00602236
internal_weight=0 0.00536525 0.00375003 0.00209135 0.00201489
internal_count=3121 2706 1605 838 415
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=7
num_cat=0
split_feature=52 13 3 150 15 16
split_gain=1.82889e-05 3.18757e-05 2.19113e-05 4.39217e-05 5.73572e-05 1.16625e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 0.086615000000000011 -0.053579999999999996 -0.084119999999999986
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=9.0555670531346772e-05 -0.00023884068572537954 0.00048407135168757666 -0.00029131071810189026 -0.00032579468245806962 -8.7239936322983431e-05 0.00038509663365230486
leaf_weight=0.0010254201149742534 0.0010864576831030159 0.0011476202045132844 0.0011258016575674962 0.0010314850001965975 0.0016426947188156198 0.0010420936451350537
leaf_count=356 501 548 133 158 1005 420
internal_value=0 3.45505e-05 -5.08911e-05 1.99302e-05 0.000147733 0.000239014
internal_weight=0 0.00701512 0.0049476 0.0038218 0.00279031 0.00206751
internal_count=3121 2620 1844 1711 1553 776
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=6
num_cat=0
split_feature=3 16 12 3 1
split_gain=9.08316e-06 1.64997e-05 3.41889e-05 3.49464e-05 2.60508e-05
threshold=0.13524500000000003 -0.15241499999999997 0.051320000000000005 0.076840000000000006 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.014424465725074423 0.0079485737520334759 0.014562234614724981 -0.017194948872452789 -0.010067756821728691 -0.0067750935981875718
leaf_weight=0.0013095500315406091 0.0012001984995389887 0.001137658523574846 0.001529144643639561 0.0011669887617352941 0.0010399850700537083
leaf_count=271 192 289 2050 169 150
internal_value=0 -0.00155776 -0.00560168 0.00209051 0.00504081
internal_weight=0 0.00618333 0.00383379 0.00230465 0.00234954
internal_count=3121 2929 2508 458 421
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=6
num_cat=0
split_feature=52 0 3 1 2
split_gain=2.23966e-05 2.84155e-05 3.80501e-05 7.22188e-05 3.7671e-05
threshold=0.11434500000000002 -0.076579999999999995 0.090900000000000009 0.094385000000000011 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00061010582144008197 -0.00025850728169667233 -2.4961269859965236e-05 0.00015776732486810392 9.088470045432332e-05 0.00040404803331013254
leaf_weight=0.0010514482116427716 0.0010975115073582169 0.0016379329821826533 0.0016503125944522055 0.0012214640101420699 0.001514592045426462
leaf_count=1395 501 380 197 204 444
internal_value=0 4.25349e-05 -6.88507e-05 -0.000233393 0.000181151
internal_weight=0 0.00707575 0.00392322 0.00227291 0.00315253
internal_count=3121 2620 1796 1599 824
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=1.05752e-05 2.26951e-05 2.5523e-05 3.33942e-05 2.52642e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.18708499999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0071828577040510821 -0.014944476737716959 -0.0060783172535659527 0.014894307650480686 -0.014878377289463941 0.015204682300614973
leaf_weight=0.0016013961187726113 0.0010974414587008414 0.0010979125349773824 0.0010348286795649557 0.0014211024885303516 0.0011336644185907967
leaf_count=771 825 168 233 965 159
internal_value=0 -0.00199963 0.00103102 -0.00289655 0.00473367
internal_weight=0 0.00578495 0.00468751 0.00365268 0.00223158
internal_count=3121 2350 1525 1292 327
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=9.53508e-06 2.1789e-05 3.4503e-05 3.09953e-05 2.65879e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0089045555456854046 0.014064390805585983 -0.013981422525036011 0.017603878823102152 0.010052496382986151 -0.010698984214545786
leaf_weight=0.0010355503886676255 0.0011253894286927151 0.0015163602023106513 0.0011446849276583334 0.0010457520099604704 0.0015074506294011094
leaf_count=862 448 820 322 149 520
internal_value=0 0.00144522 -0.00127837 0.00393066 -0.0021995
internal_weight=0 0.00633964 0.00521425 0.00369789 0.0025532
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=6
num_cat=0
split_feature=1 0 4 13 12
split_gain=1.47611e-05 2.72661e-05 5.80569e-05 1.50199e-05 1.41684e-05
threshold=0.11323000000000001 -0.17169499999999996 -0.0029599999999999995 -0.033284999999999988 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00018126874696699642 0.00026832776121687204 -0.00012929465300635308 -0.00046076948511972936 0.00016939381287975995 -3.1420646749866458e-05
leaf_weight=0.0013263432677890078 0.0012398742014386867 0.001203522146439249 0.0014266301956163616 0.0014004838511376154 0.0011863809795686704
leaf_count=151 319 1025 629 850 147
internal_value=0 -6.2591e-05 -0.000142837 3.13457e-05 0.000121758
internal_weight=0 0.00535698 0.00403064 0.00260401 0.00242626
internal_count=3121 2655 2504 1875 466
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=6
num_cat=0
split_feature=1 42 2 3 1
split_gain=8.9208e-06 1.78211e-05 1.97687e-05 3.00026e-05 3.60841e-06
threshold=0.11588000000000001 0.075730000000000006 0.089775000000000008 0.11924500000000002 0.13408500000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.010112071694694786 0.0098927907141856501 -0.01161921718532722 0.013449927628493973 -0.0080699652157171543 0.0014296610417439187
leaf_weight=0.0010840735924515996 0.0010073063652067046 0.0014485424542450952 0.0018163398443718122 0.0010070531813816952 0.0010078767792652474
leaf_count=672 206 1368 587 79 209
internal_value=0 -0.00214533 0.00136675 0.00577417 0.00566003
internal_weight=0 0.00535601 0.00390747 0.00282339 0.00201518
internal_count=3121 2706 1338 666 415
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=6
num_cat=0
split_feature=3 3 15 13 1
split_gain=9.13621e-06 1.54913e-05 2.39812e-05 4.94857e-05 1.6056e-05
threshold=0.13524500000000003 0.083060000000000009 -0.11713499999999999 -0.036034999999999991 0.079415000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011648511591140977 0.0079744463820154432 -0.0093072129159604191 -0.010246294336718538 0.0059542067532149488 0.023462946496237164
leaf_weight=0.0010296528578666096 0.0011995723572380693 0.00182063517052127 0.0012141431949747395 0.0010008725382583794 0.0010987045298297604
leaf_count=355 192 228 1334 614 398
internal_value=0 -0.00156411 0.00168161 0.0058236 0.0151165
internal_weight=0 0.00616401 0.00434337 0.00331372 0.00209958
internal_count=3121 2929 2701 2346 1012
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=7
num_cat=0
split_feature=147 3 3 12 1 4
split_gain=3.31225e-05 3.18639e-05 4.72287e-05 5.99804e-05 6.0956e-05 4.63781e-05
threshold=1.0000000180025095e-35 0.14121000000000003 0.097915000000000016 0.09334000000000002 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00018284745055910089 0.000317931548556547 0.00025614149530608178 -0.00045514065481893002 -0.00037656736932097399 0.00051285996065208452 -0.00036482788296151306
leaf_weight=0.0013788440767631364 0.0011082145028700353 0.0011238945604471291 0.0011796351349701167 0.0012978964535618393 0.0010470779456375752 0.0010449982307214134
leaf_count=579 183 158 105 771 366 959
internal_value=0 -4.66452e-05 -0.000103853 -1.69576e-05 0.000117513 -5.32734e-05
internal_weight=0 0.00707235 0.00594845 0.00476882 0.00347092 0.00242384
internal_count=3121 2938 2780 2675 1904 1538
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.79615e-05 4.106e-05 2.86365e-05 3.44155e-05 3.83366e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.097220000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00032271868361809746 0.00036115944269237994 -0.00014754047351428639 -0.00026748413522900081 0.00029693556608452232 0.00019209846099746265
leaf_weight=0.001285106542425675 0.0013705880076343659 0.0010993443009283713 0.00190513827733408 0.0011723177982863879 0.0011011672091799838
leaf_count=393 266 160 1467 419 416
internal_value=0 0.000134742 -6.67469e-05 1.19755e-05 -9.91455e-05
internal_weight=0 0.00246993 0.00546373 0.00417862 0.00300631
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.04181e-05 2.08763e-05 2.12453e-05 5.09999e-05 2.45228e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0093073467338163941 0.011513322786474076 -0.0073104322871721753 -0.024526077555398439 0.0065408616268428426 0.012207025748967657
leaf_weight=0.0010357656765406205 0.0015697804615322766 0.0010944077740044464 0.0010754619034391356 0.0010388214343926411 0.001563387066062385
leaf_count=862 903 146 641 328 241
internal_value=0 0.00150981 -0.00178085 -0.0092618 0.00417027
internal_weight=0 0.00634186 0.00477208 0.00211428 0.00265779
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 15
split_gain=4.29004e-05 4.14965e-05 7.31395e-05 4.59706e-05 6.78155e-05 4.4273e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.088975000000000012 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00040052374574636387 0.00036626928657489116 -0.00039646898746036806 -0.00060119159462403203 0.00024941957417740448 0.00020814080293402699 -0.00033314361376335556
leaf_weight=0.0014659653015607092 0.0011336505651528576 0.0010902698363729445 0.0011526542021822379 0.0010923019750321522 0.0013683510872288906 0.0010096161189615698
leaf_count=618 183 1167 450 307 217 179
internal_value=0 -4.41788e-05 1.8902e-05 -0.000102113 -0.00021087 -2.16729e-05
internal_weight=0 0.00717916 0.00608889 0.00462292 0.00353062 0.00237797
internal_count=3121 2938 1771 1153 846 396
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=6
num_cat=0
split_feature=0 47 3 13 15
split_gain=2.92767e-05 3.4829e-05 4.98085e-05 2.81268e-05 1.7669e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 0.11217000000000001 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.00035116345379346985 9.8632454101735825e-06 -0.00028768664933352878 0.00029952898885503895 0.00042659197783915072 1.7009633873049352e-05
leaf_weight=0.0010029110478454685 0.0015791987173360287 0.0019623415428260292 0.001565841428827537 0.0010280650243316009 0.0010016901523145459
leaf_count=973 308 414 218 57 1151
internal_value=0 -7.784e-05 3.74933e-05 0.000174183 -0.000167189
internal_weight=0 0.00553278 0.00357044 0.00260726 0.0020046
internal_count=3121 2756 2342 365 2124
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=7
num_cat=0
split_feature=15 16 48 52 2 43
split_gain=2.5389e-05 2.42153e-05 4.77006e-05 5.45031e-05 4.0415e-05 3.69539e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.091545000000000015 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00026233497634598873 -0.00027505432164337323 -0.0004525804857688505 0.00037907289408657148 -9.1293454385373208e-05 -0.00028710762035283056 0.00039030728808948337
leaf_weight=0.0012006653416789638 0.0014195273865620891 0.0011200526098240535 0.0010947564447081814 0.0010928377618168203 0.0010060613151392163 0.0013938185701444536
leaf_count=253 248 557 314 1096 233 420
internal_value=0 -4.5877e-05 1.1122e-05 -7.62044e-05 4.44928e-05 0.000178653
internal_weight=0 0.00712705 0.00570753 0.00461277 0.00349272 0.00248666
internal_count=3121 2868 2620 2306 1749 1516
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=6
num_cat=0
split_feature=15 16 52 2 4
split_gain=1.10459e-05 2.10223e-05 2.7547e-05 2.95681e-05 3.81815e-05
threshold=-0.24436499999999997 -0.36241499999999999 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0094471411536507129 -0.013111599654158366 -0.011512611344923301 0.022033416280608953 -0.0073304043317165436 -0.0024325475655267944
leaf_weight=0.001061043754121937 0.0012649892903771713 0.0012626120226352576 0.0014872640310065323 0.0012189878791263368 0.0011168746288234932
leaf_count=253 248 654 1331 333 302
internal_value=0 -0.00157541 0.00129401 0.00552349 0.0115403
internal_weight=0 0.00635073 0.00508574 0.00382313 0.00260414
internal_count=3121 2868 2620 1966 1633
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=6
num_cat=0
split_feature=147 52 13 2 15
split_gain=1.05973e-05 2.17915e-05 2.39962e-05 3.42637e-05 2.32006e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 -0.084034999999999985 0.086950000000000013 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0090179804736631713 0.0095181349900115737 0.0049987689613431212 0.0043339062224871669 -0.0070717071988738514 -0.028110263135304264
leaf_weight=0.0015051547304672803 0.0010106345511794457 0.0016657128961958074 0.0011201878192809182 0.001075322641283918 0.0010226598928493404
leaf_count=712 183 723 676 325 502
internal_value=0 -0.00150208 -0.00474424 -0.00978718 -0.0173269
internal_weight=0 0.00638904 0.00488388 0.00321817 0.00209798
internal_count=3121 2938 2226 1503 827
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=9.75365e-06 2.9426e-05 3.87502e-05 1.50144e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0065108791371295749 -0.0033589275385535211 -0.01274148641099682 0.0156088346901446 0.01259264589333161
leaf_weight=0.0017980395322593175 0.0010898255734236029 0.0017987968836474123 0.0014154375888194815 0.001286756438054067
leaf_count=2124 164 414 218 201
internal_value=0 -0.00250043 0.00323217 0.00527776
internal_weight=0 0.00501227 0.00321348 0.00237658
internal_count=3121 2756 2342 365
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=7
num_cat=0
split_feature=1 3 0 2 1 47
split_gain=4.10184e-05 3.40807e-05 4.34709e-05 3.77671e-05 5.08105e-05 2.00674e-05
threshold=0.11588000000000001 -0.12018999999999998 -0.23001499999999997 0.10559 0.07863500000000001 0.11069000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00014336932628693686 4.7972246319712945e-05 0.00015938857841772124 0.00014489378347356987 -0.00058350922436313426 -0.00044473783297605918 0.00041479533127374403
leaf_weight=0.0016777968358502203 0.0012898279055535901 0.0010738718002133722 0.0011399272356431395 0.001142919909510823 0.001108087099161256 0.0010322382355693464
leaf_count=295 317 108 1311 356 636 98
internal_value=0 -9.48843e-05 -0.000184416 -0.000293295 -0.000145746 0.000211038
internal_weight=0 0.0061426 0.00446481 0.00339093 0.00224801 0.00232207
internal_count=3121 2706 2411 2303 1947 415
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=6
num_cat=0
split_feature=151 1 43 43 47
split_gain=1.57717e-05 5.23287e-05 4.03424e-05 7.11228e-05 3.02289e-05
threshold=-0.081519999999999981 0.10471500000000002 0.05259500000000001 -0.084004999999999982 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00022952686642537041 0.00012677376898533174 0.0003883619733206406 0.000208618024018541 -0.00051634921290947189 1.000198769736004e-05
leaf_weight=0.0010000269211587875 0.001130891475244057 0.0017704650018091144 0.0010162608822510484 0.0015915301704293051 0.0014993776394730109
leaf_count=415 467 408 338 1330 163
internal_value=0 3.36976e-05 -0.000124752 -0.000249197 0.000214866
internal_weight=0 0.00700853 0.00373868 0.00272242 0.00326984
internal_count=3121 2706 2135 1797 571
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.03294e-05 3.05462e-05 2.72793e-05 3.23532e-05 3.42781e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015722797963342923 0.015812059636469984 -0.0073200488717858891 -0.013441334268046171 0.016088518656935485 0.0090202603243929105
leaf_weight=0.0011975941515972835 0.0012851185859526718 0.0010270986505578486 0.0016454651437678906 0.0010972898772993699 0.001157245904937935
leaf_count=393 266 160 1444 419 439
internal_value=0 0.00553666 -0.00252165 0.0015321 -0.00416689
internal_weight=0 0.00231222 0.0050976 0.0039 0.00280271
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=6
num_cat=0
split_feature=151 1 43 43 1
split_gain=1.47617e-05 4.76295e-05 5.12698e-05 6.06427e-05 2.9324e-05
threshold=-0.081519999999999981 0.10471500000000002 0.05259500000000001 -0.084004999999999982 0.11955000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00022262337551146987 8.9921102560162411e-05 0.00040570343481500734 0.0002575687062916267 -0.00050445865564974917 3.2289556421869052e-05
leaf_weight=0.0010008778615815976 0.0011237365608319687 0.0015082878260183692 0.0010129310549735165 0.0015990262675313954 0.0017427952231523569
leaf_count=415 467 261 338 1330 310
internal_value=0 3.19884e-05 -0.00011904 -0.000259147 0.000205529
internal_weight=0 0.00698678 0.00373569 0.00272276 0.00325108
internal_count=3121 2706 2135 1797 571
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=6
num_cat=0
split_feature=147 151 4 43 43
split_gain=2.49256e-05 2.9236e-05 5.60529e-05 3.19109e-05 5.97766e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.074359999999999996 0.05259500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00033467414749538459 0.00027017465503774017 0.00011267376880134623 0.00034724435128139614 -0.00044869111333336448 0.00013305332262370881
leaf_weight=0.0010966079758990928 0.0011568600230389796 0.0017901938175148295 0.0014662738558698114 0.0017374351515218481 0.0011148252399768301
leaf_count=412 183 767 316 1099 344
internal_value=0 -3.98848e-05 1.30342e-05 -9.25227e-05 -0.000221312
internal_weight=0 0.00720534 0.00610873 0.00464245 0.00285226
internal_count=3121 2938 2526 2210 1443
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=6
num_cat=0
split_feature=1 3 12 1 1
split_gain=9.99879e-06 1.69581e-05 3.67929e-05 1.72226e-05 3.06157e-06
threshold=0.11588000000000001 -0.12018999999999998 0.084100000000000022 0.094385000000000011 0.13408500000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0069222475542400179 0.0098610407474108187 -0.0073193547170582176 -0.020763063591327739 0.0084155012673922443 0.0020940038442544807
leaf_weight=0.0014663028736738417 0.0010153431250968649 0.0013944771636504863 0.0011456363104061723 0.001388017961425121 0.0010146447329128856
leaf_count=295 206 401 1750 260 209
internal_value=0 -0.00225466 -0.00568024 0.00052981 0.00597886
internal_weight=0 0.00539443 0.00392813 0.0027825 0.00202999
internal_count=3121 2706 2411 661 415
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=6
num_cat=0
split_feature=52 13 1 15 2
split_gain=2.38518e-05 2.90043e-05 2.62904e-05 5.95794e-05 1.74995e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997 0.10497000000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.00040769152625539528 -0.00026243474975690465 0.00034465682434768808 -0.00021789902810325499 -0.00019554210553837781 5.1075706083293513e-05
leaf_weight=0.0011101699302133764 0.0011190132948778854 0.0015695643819752492 0.0018963071287772977 0.0015702836372432159 0.0010106446443406967
leaf_count=604 501 611 250 983 172
internal_value=0 4.54001e-05 -3.56024e-05 7.44955e-05 0.000237751
internal_weight=0 0.00715697 0.00503616 0.00313985 0.00212081
internal_count=3121 2620 1844 1594 776
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=5
num_cat=0
split_feature=15 12 4 16
split_gain=9.56592e-06 3.18815e-05 3.37452e-05 4.9537e-05
threshold=-0.13578499999999996 0.090455000000000021 0.055260000000000011 -0.056919999999999991
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0065814654667021022 0.017404092828720921 0.01273761136348211 -0.018704458666314615 -0.0092081300812592842
leaf_weight=0.0017027622467831564 0.0012417645194903468 0.0018545700491481429 0.0010310073399845063 0.0016016583054686805
leaf_count=448 691 1028 204 750
internal_value=0 0.00195529 -0.00320587 0.00241382
internal_weight=0 0.005729 0.00387443 0.00284342
internal_count=3121 2673 1645 1441
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=6
num_cat=0
split_feature=43 43 16 15 4
split_gain=2.26787e-05 3.97504e-05 2.77092e-05 2.6003e-05 3.7087e-05
threshold=-0.04890499999999999 -0.14169499999999999 0.071345000000000006 -0.10203999999999998 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-6.791692487385909e-05 -0.00019523105295679688 0.00040906392287997642 -0.00036457291678312654 -0.00011397435252064998 0.0003527466377431631
leaf_weight=0.0015271699388754373 0.0017305935635120581 0.0011992265042772377 0.0010429939017385084 0.0013371705560339491 0.0012823226786891969
leaf_count=299 317 1156 261 895 193
internal_value=0 0.000141887 -7.75403e-05 -8.72023e-06 0.0001145
internal_weight=0 0.0027264 0.00539308 0.00435009 0.00261949
internal_count=3121 1455 1666 1405 1088
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=6
num_cat=0
split_feature=151 1 43 43 16
split_gain=1.7293e-05 5.72817e-05 4.06663e-05 5.32231e-05 3.21951e-05
threshold=-0.081519999999999981 0.10471500000000002 0.05259500000000001 -0.084004999999999982 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00023938137796337719 6.9832973270260004e-05 0.00038065104088429278 0.00020548776542919083 -0.00048595940861594609 -1.9539535650274059e-05
leaf_weight=0.0010113052924833462 0.0011330891028911228 0.0019894683571027192 0.0010098951245892376 0.0015947176933099295 0.0012638931517635127
leaf_count=415 467 303 338 1330 268
internal_value=0 3.49414e-05 -0.000130647 -0.000255092 0.000225182
internal_weight=0 0.00699106 0.0037377 0.00272781 0.00325336
internal_count=3121 2706 2135 1797 571
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=7
num_cat=0
split_feature=1 12 48 2 3 0
split_gain=9.37408e-06 1.47843e-05 4.62892e-05 1.9674e-05 6.62718e-06 2.02849e-06
threshold=0.11588000000000001 0.09334000000000002 0.088965000000000002 0.10097500000000002 -0.016324999999999996 -0.070499999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=0.0056184447444274617 0.0089672451476724389 -0.012522176366133836 0.018970124909246006 -0.016393848973676056 -0.0053638008602463066 0.0026524626892613797
leaf_weight=0.0010909220724791852 0.00100846644399825 0.0011009287235572386 0.0010286781174106388 0.0010803494653046368 0.0011070880413492044 0.0010264636168011753
leaf_count=1275 198 714 264 249 204 217
internal_value=0 -0.00218046 0.000462999 -0.00534414 8.69357e-05 0.00578193
internal_weight=0 0.00540797 0.00430704 0.00327836 0.00219801 0.00203493
internal_count=3121 2706 1992 1728 1479 415
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=7
num_cat=0
split_feature=52 0 2 0 52 1
split_gain=2.10431e-05 3.56037e-05 5.00016e-05 4.16037e-05 3.50834e-05 1.24386e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 -0.10151999999999999 -0.020999999999999994 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-2.9642330967321287e-05 -0.00026215853862741531 0.00036053921279651988 0.00050992303868389031 0.00017714180803947004 -0.00027400325005108453 -0.00033825892903783134
leaf_weight=0.001001301061617191 0.0010557847284262669 0.0010267955177396611 0.0010280898823108002 0.0010755823422078663 0.0017264967284270182 0.0010071238256816615
leaf_count=153 501 181 441 608 1158 79
internal_value=0 3.51855e-05 0.000125986 2.28957e-05 -0.000100831 -0.000184398
internal_weight=0 0.00686539 0.00485696 0.00382887 0.00280208 0.00200842
internal_count=3121 2620 2388 1947 1766 232
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.28414e-05 2.75595e-05 5.03808e-05 5.27625e-05 4.51914e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00025829388048395884 -0.000201819409301714 -0.00011669803241310847 1.6439363422527206e-05 -0.00053722991756111559 0.00037934098064293815
leaf_weight=0.001194382832905828 0.0010479828392542228 0.0011991607076879841 0.0015134357232499912 0.0011758754411667523 0.0017174611047190867
leaf_count=118 501 751 809 288 654
internal_value=0 3.13559e-05 -7.6817e-05 -0.000225647 0.000175396
internal_weight=0 0.00680032 0.00388369 0.00268931 0.00291662
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=6
num_cat=0
split_feature=4 16 160 52 15
split_gain=9.28187e-06 2.50336e-05 3.28167e-05 3.95684e-05 2.49424e-05
threshold=0.24564500000000003 -0.094359999999999986 -0.027994999999999996 0.091275000000000009 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.014977872300038421 0.014485274375193117 0.016971425372834359 -0.012456518876329127 0.012049924056299391 -0.0063583374834260548
leaf_weight=0.0012067603814667066 0.0012933154701837816 0.0010150567839466735 0.0018910145675471589 0.0010111501105207689 0.0010323855056710658
leaf_count=393 266 605 1415 282 160
internal_value=0 -0.00238465 0.00149488 -0.00391817 0.00523273
internal_weight=0 0.00512398 0.00391722 0.00290216 0.0023257
internal_count=3121 2695 2302 1697 426
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=7
num_cat=0
split_feature=2 16 43 43 0 16
split_gain=2.55819e-05 3.12845e-05 3.16071e-05 4.25044e-05 3.88057e-05 2.78376e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.05259500000000001 -0.074359999999999996 -0.13843999999999998 0.15273500000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.00028292820498152188 0.00026519742512205009 -0.00017541391690476969 0.00018381998483518974 -0.00014285859413379923 -0.00062595037579550529 0.00026361068431144015
leaf_weight=0.0010535616611900131 0.0010691519395476063 0.0011809603666849168 0.0012213699215579974 0.0015996468122986009 0.0010648450959040252 0.0010480917635715199
leaf_count=199 189 857 389 192 1076 219
internal_value=0 -4.42484e-05 -9.8353e-05 -0.00016878 -0.000335923 3.10138e-05
internal_weight=0 0.00718407 0.00611491 0.00489354 0.00266449 0.00222905
internal_count=3121 2922 2733 2344 1268 1076
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=6
num_cat=0
split_feature=15 13 16 0 13
split_gain=1.02547e-05 3.30384e-05 2.4861e-05 5.37988e-05 3.83741e-05
threshold=-0.13578499999999996 0.11596500000000001 -0.27167499999999994 -0.11991499999999998 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0068095796376533698 -0.015647623206207138 0.01744087459156406 0.018639213308808862 0.0079342777425016296 -0.017929985693313406
leaf_weight=0.0017081704696970176 0.0010028152609107719 0.0011182144560572174 0.0012790599788004551 0.0010028661668798908 0.0013402742062262091
leaf_count=448 200 167 212 587 1507
internal_value=0 0.00201586 -0.00171353 0.00214416 -0.00686006
internal_weight=0 0.00574323 0.00462502 0.0036222 0.00234314
internal_count=3121 2673 2506 2306 2094
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=6
num_cat=0
split_feature=4 4 16 160 52
split_gain=1.02327e-05 2.07462e-05 2.03385e-05 2.69542e-05 3.17529e-05
threshold=0.24564500000000003 0.41555500000000006 -0.094359999999999986 -0.027994999999999996 0.091275000000000009
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.013867932453217841 0.015877648221895396 -0.0031059349534717576 0.01504743818388969 -0.011565680898141565 0.010409676018826294
leaf_weight=0.0012045168845730946 0.0010527698930734688 0.0012703238704517726 0.0010116007985453254 0.0018881096543476067 0.0010088494209695778
leaf_count=393 170 256 605 1415 282
internal_value=0 0.00549697 -0.00250683 0.000994362 -0.00391289
internal_weight=0 0.00232309 0.00511308 0.00390856 0.00289696
internal_count=3121 426 2695 2302 1697
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=6
num_cat=0
split_feature=2 3 13 47 52
split_gain=2.71684e-05 2.96932e-05 4.02154e-05 4.98393e-05 9.21392e-05
threshold=-1.0000000180025095e-35 -0.10519499999999998 -0.084034999999999985 0.090280000000000013 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00028852946059187171 0.00017220748321826148 0.00013781469067170726 -0.00051490405019947538 -0.00057662251764819216 0.00024118767647606784
leaf_weight=0.001114618322849043 0.0018666260292557191 0.0016591512010865647 0.0010742089295091531 0.0011114760551034753 0.0014644188171969829
leaf_count=199 362 776 422 217 1145
internal_value=0 -4.05127e-05 -0.000115301 -0.000230354 -7.87491e-05
internal_weight=0 0.00717588 0.00530926 0.0036501 0.00253863
internal_count=3121 2922 2560 1784 1567
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=6
num_cat=0
split_feature=160 16 0 2 2
split_gain=1.12409e-05 2.73128e-05 3.97662e-05 3.64095e-05 2.84381e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 -0.15599999999999997 1.0000000180025095e-35 0.098035000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.0073958074206694939 -0.0062204684406462598 -0.017486503279748874 0.0038886208236320087 0.029259300978301622 0.00531891227151466
leaf_weight=0.0016109217692318852 0.001353362119177969 0.001163251393597462 0.00124499055691923 0.0010366472343606879 0.0010318027479647653
leaf_count=970 137 478 332 860 344
internal_value=0 0.00204135 0.0073602 0.0154156 -0.00676664
internal_weight=0 0.00583005 0.003635 0.00228164 0.00219505
internal_count=3121 2151 1329 1192 822
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=5
num_cat=0
split_feature=52 160 3 1
split_gain=1.07189e-05 2.48307e-05 2.4289e-05 6.63409e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.13309499999999996 0.094385000000000011
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0072303615913761419 -0.015532208476034693 -0.011329990561619683 -0.0094398953833452221 0.017975261439838634
leaf_weight=0.0016066810338646606 0.0010992742857267824 0.0011715272699936094 0.0016444178426098534 0.0019054739169408774
leaf_count=771 825 118 1042 365
internal_value=0 -0.0019962 0.00115534 0.00527573
internal_weight=0 0.00582069 0.00472142 0.00354989
internal_count=3121 2350 1525 1407
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=6
num_cat=0
split_feature=51 160 3 3 16
split_gain=9.34499e-06 1.82959e-05 2.26284e-05 3.41854e-05 4.29107e-05
threshold=0.08955500000000001 -0.063384999999999983 0.11296500000000002 -0.13309499999999996 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.013100796689274191 -0.0085380526876694483 -0.011061810165549434 -0.014447051222536403 0.020142344365236722 -0.0043238209681676519
leaf_weight=0.0011151017004423953 0.0010929754199240117 0.0013255231551165172 0.0010105621983618291 0.0014877753888139398 0.0013834517059356742
leaf_count=651 409 216 128 614 1103
internal_value=0 0.001476 -0.00101335 0.00222143 0.00835374
internal_weight=0 0.00632241 0.00520731 0.00419675 0.00287123
internal_count=3121 2712 2061 1933 1717
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=6
num_cat=0
split_feature=12 43 150 15 3
split_gain=2.07921e-05 3.19365e-05 3.18349e-05 4.61872e-05 4.95998e-05
threshold=0.098810000000000023 0.0010100000000000003 0.081835000000000019 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.3985721936143363e-05 -0.00019713489799003038 0.00034682256379468194 0.00025717713023481179 0.0001259378689312414 -0.00057291080014515027
leaf_weight=0.0010580470303550912 0.0017376659545753322 0.0011118072421243044 0.001234957113837142 0.0018577212450397096 0.0011612588259402113
leaf_count=679 477 424 365 1049 127
internal_value=0 4.46247e-05 -1.86258e-05 -0.000102168 -0.00029311
internal_weight=0 0.00642379 0.00531198 0.00407703 0.00221931
internal_count=3121 2644 2220 1855 806
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=9.75477e-06 3.0512e-05 3.59567e-05 4.42545e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0074877850718919536 0.0094901684085211529 0.0096484115531085719 -0.019985360239868976 -0.015371480103804298
leaf_weight=0.0014075608178828651 0.0017203547007086208 0.0018034320826735618 0.0013226889137881175 0.0011627444362050888
leaf_count=303 843 365 1422 188
internal_value=0 -0.00176076 -0.00627375 -0.000159413
internal_weight=0 0.00600922 0.00428887 0.00296618
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.17381e-05 2.19908e-05 4.93046e-05 3.31264e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019718882954395785 0.0081671245200822789 -0.011385693773737425 -0.016340661395288714 0.004510335787438923
leaf_weight=0.0011408150691291511 0.0014202772364037787 0.0017471605909979123 0.0013531228005127668 0.0017439609425297649
leaf_count=160 279 1443 730 509
internal_value=0 -0.0019452 0.00194684 -0.00459951
internal_weight=0 0.00598506 0.0042379 0.00309708
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=6
num_cat=0
split_feature=42 157 43 16 0
split_gain=2.46315e-05 3.39795e-05 4.93375e-05 4.90574e-05 4.18957e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00027505439669256828 -0.00029481439079025824 0.00039882193193304771 -0.00010359563970230369 -0.00032190324886281822 0.0003518283619958641
leaf_weight=0.0011249125918062356 0.0010114306767958787 0.0015203027205916318 0.0015438604932844742 0.0013525307706015646 0.0015626495903950681
leaf_count=862 504 624 156 414 561
internal_value=0 3.75651e-05 9.37884e-05 -1.02122e-05 0.000125494
internal_weight=0 0.00699077 0.00597934 0.00445904 0.00310651
internal_count=3121 2259 1755 1131 717
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=6
num_cat=0
split_feature=43 43 3 3 2
split_gain=9.92348e-06 3.21262e-05 1.85127e-05 2.85138e-05 2.8139e-05
threshold=-0.04890499999999999 -0.14169499999999999 -0.116045 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0048111120701936688 0.0074925379848029593 0.018158103151536764 -0.01903051360929519 0.0091158565246349382 -0.012739737652878025
leaf_weight=0.0014040927420808477 0.0013265874342787568 0.0010752444720351245 0.0011852308973834451 0.0013979586471272462 0.0010181219907242234
leaf_count=299 207 1156 1103 191 165
internal_value=0 0.00515023 -0.00260619 -0.00632619 -9.39607e-05
internal_weight=0 0.00247934 0.0049279 0.00360131 0.00241608
internal_count=3121 1455 1666 1459 356
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=5
num_cat=0
split_feature=1 13 52 1
split_gain=1.02597e-05 2.53062e-05 4.81052e-05 8.48828e-05
threshold=1.0000000180025095e-35 -0.00096999999999999983 -0.066844999999999988 0.11212500000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0062048572342335399 0.01199020845932218 -0.019437658194084939 0.024375100910035082 -0.012531169531771949
leaf_weight=0.0019632612003126944 0.0017840646937354737 0.0011528180950126816 0.0012032673930107137 0.0012926888670887705
leaf_count=1612 911 258 224 116
internal_value=0 0.00222979 -0.00254256 0.00526085
internal_weight=0 0.00543284 0.00364877 0.00249596
internal_count=3121 1509 598 340
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.56647e-05 2.46335e-05 2.87344e-05 2.90568e-05 5.45895e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00021879265407849974 -0.00031725879624766958 0.00022166165673986234 -0.00025124855207444858 -0.00011820713212167733 0.00044054890574530208
leaf_weight=0.0010371427910386673 0.001583059997808221 0.0011504981833079467 0.0012755814700670803 0.0016767154803690098 0.001122134550373648
leaf_count=199 477 259 766 282 1138
internal_value=0 -3.98871e-05 -9.30752e-05 -5.97202e-06 0.000105813
internal_weight=0 0.00680799 0.00565749 0.00407443 0.00279885
internal_count=3121 2922 2663 2186 1420
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.20538e-05 2.08259e-05 3.82314e-05 2.4396e-05
threshold=0.12500000000000003 0.075730000000000006 -0.097604999999999983 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0183622222292243 0.0082699098633003138 -0.011168066969653188 0.003555934934504467 -0.014315515545330377
leaf_weight=0.0010494174982982225 0.0014195516393956413 0.0017461206858827545 0.0018929348665001936 0.0012805661618344427
leaf_count=298 279 1443 861 240
internal_value=0 -0.00198222 0.001816 -0.00365552
internal_weight=0 0.00596904 0.00422292 0.0031735
internal_count=3121 2842 1399 1101
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=6
num_cat=0
split_feature=160 1 13 16 1
split_gain=9.92093e-06 2.13064e-05 2.62218e-05 2.97117e-05 2.56833e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 -0.15714499999999998 -0.13088499999999997 0.086560000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0069921975705188426 -0.014958749114266335 0.015167296946941933 0.013662286877565953 0.0066272632908709484 -0.014975423721979915
leaf_weight=0.0015955615537723159 0.0010344807182036059 0.0010027903962868106 0.0015440723723892029 0.0010752514066359926 0.0011273618165577898
leaf_count=970 92 166 259 1052 582
internal_value=0 0.00191459 -0.000865003 0.00302636 -0.00442962
internal_weight=0 0.00578396 0.00478117 0.00374669 0.00220261
internal_count=3121 2151 1985 1893 1634
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=6
num_cat=0
split_feature=52 13 0 16 3
split_gain=1.74647e-05 2.32418e-05 2.32035e-05 2.70567e-05 2.48921e-05
threshold=0.11434500000000002 -0.15078499999999997 -0.084044999999999995 -0.070454999999999976 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00026742351195630865 -0.00023555918098111143 -0.00029030171614029141 -0.00012606691510132486 0.00011094127718697176 0.00026108999200837068
leaf_weight=0.0013440625703841696 0.0010475019398009785 0.0017866958902248761 0.0010471607453345906 0.0010121623842250338 0.0016359680895439025
leaf_count=190 501 622 174 515 1119
internal_value=0 3.63558e-05 -2.0297e-05 -0.000145199 0.000109992
internal_weight=0 0.00682605 0.00548199 0.00279886 0.00268313
internal_count=3121 2620 2430 1137 1293
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=5
num_cat=0
split_feature=15 1 47 1
split_gain=1.5261e-05 3.22728e-05 6.16953e-05 5.82321e-05
threshold=0.024640000000000006 1.0000000180025095e-35 0.086380000000000012 0.11181500000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00020852331570469376 -0.00020516529193061097 0.00051717914313373142 -0.00016835896120201166 -1.4177025584671261e-05
leaf_weight=0.0016165890900499552 0.0012218319904070841 0.0017475535789963177 0.0019225323134579248 0.0014516489299376111
leaf_count=850 1192 474 298 307
internal_value=0 3.30121e-05 0.000109249 0.000276074
internal_weight=0 0.00673832 0.00512173 0.0031992
internal_count=3121 1929 1079 781
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=6
num_cat=0
split_feature=52 15 15 15 2
split_gain=1.01555e-05 3.16198e-05 2.28771e-05 3.84294e-05 2.43251e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.017117416062999571 -0.012920076748358968 -0.0064912623965828189 0.016783861307298573 0.0031123641692853447 -0.017037388908355083
leaf_weight=0.0011582521049482983 0.001488893259656596 0.001111910500160551 0.0011631378115065528 0.0014408399466550766 0.0010255695720250038
leaf_count=516 367 437 445 1187 169
internal_value=0 0.00555404 -0.00248187 0.00180004 -0.0052662
internal_weight=0 0.00227016 0.00511844 0.00362955 0.00246641
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=6
num_cat=0
split_feature=151 4 15 2 52
split_gain=2.02421e-05 4.42464e-05 3.62569e-05 3.92874e-05 3.44999e-05
threshold=-0.081519999999999981 0.40473500000000007 -0.095869999999999983 0.10097500000000002 -0.078224999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00025847393316337177 -0.0003551796460716549 0.00035782816137087432 -0.00010653662165208548 -0.00020622023511796499 0.00033370562925061662
leaf_weight=0.0010284518364035988 0.0011210810653290281 0.0013317817922111203 0.0010775562626947348 0.0016292061695186121 0.0018755996891506427
leaf_count=415 293 265 310 493 1345
internal_value=0 3.60312e-05 -3.911e-05 3.82169e-05 0.000173069
internal_weight=0 0.00703522 0.00570344 0.00458236 0.00295316
internal_count=3121 2706 2441 2148 1655
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=6
num_cat=0
split_feature=52 15 3 47 4
split_gain=1.48613e-05 2.53459e-05 5.95745e-05 5.39767e-05 4.45754e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.077555000000000013 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00028807087708934595 -0.00022186285321729196 -0.00017051709950196081 3.9580342446138893e-05 -0.00051175630217300866 0.00033525873279761616
leaf_weight=0.0012065074151796917 0.0010483400384848169 0.0010113258778800633 0.0013702866520469738 0.0013605613479214388 0.0019846815968590616
leaf_count=118 501 180 792 305 1225
internal_value=0 2.8623e-05 -7.47913e-05 -0.000235106 0.00016453
internal_weight=0 0.00693336 0.00393736 0.00273085 0.00299601
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=6
num_cat=0
split_feature=4 0 51 2 13
split_gain=2.1435e-05 2.78856e-05 4.91312e-05 4.07564e-05 3.73893e-05
threshold=0.27287000000000006 -0.061629999999999997 0.081440000000000026 0.084055000000000005 0.038215000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-7.0060102058902267e-05 0.00018706465355036167 -0.00011109290456329827 0.00017227571938076939 -0.00057798651101296421 0.00035521400791050181
leaf_weight=0.001218738929054221 0.0018655381010770728 0.0014682782564904972 0.0011261301726412879 0.0012107689041926568 0.0012025382691399477
leaf_count=639 352 312 356 1303 159
internal_value=0 -5.25411e-05 -0.000166268 -0.00032319 9.88623e-05
internal_weight=0 0.00622645 0.00355564 0.00242951 0.00267082
internal_count=3121 2769 2298 1942 471
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=9.38845e-06 2.59415e-05 2.38726e-05 3.02458e-05 2.8762e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0024449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0088363777772693074 -0.010553805307877142 0.01703952877250638 0.0050992145320061209 0.012787008653797963 -0.016818539432003021
leaf_weight=0.0010372588754399854 0.0014089447486739385 0.0012094407987855577 0.0011952661348627481 0.0013614820582063094 0.0011996400571201993
leaf_count=862 828 482 585 180 184
internal_value=0 0.00142226 0.0048202 0.000885959 -0.00587968
internal_weight=0 0.00637477 0.00496583 0.00375639 0.00239491
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=6
num_cat=0
split_feature=52 4 15 2 3
split_gain=1.00277e-05 3.0687e-05 1.97041e-05 3.2839e-05 1.3433e-05
threshold=-0.046924999999999988 0.0052350000000000009 -0.11713499999999999 0.10097500000000002 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0050726600106703809 -0.012145665440848247 0.018256467173414264 0.017237621294673398 -0.010309819824255629 0.001624875142418482
leaf_weight=0.0012425481980941301 0.0014907935654124077 0.0010322592477096573 0.0010640179876215702 0.0014280530867264761 0.0011431296570235713
leaf_count=726 367 227 1127 316 358
internal_value=0 0.0055136 -0.00246412 0.00150628 0.00915144
internal_weight=0 0.00227481 0.00512599 0.0036352 0.00220715
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=6
num_cat=0
split_feature=1 0 3 4 12
split_gain=1.89501e-05 5.29095e-05 4.37533e-05 6.13483e-05 2.99271e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.12018999999999998 -0.0029599999999999995 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.00033127430440446079 0.00034116291356229488 0.00010999095353143139 -7.8384005434180355e-05 -0.00065232523463216628 -8.667771233450224e-05
leaf_weight=0.0010224603814502891 0.0012941794200382194 0.0015118958559646443 0.001867666904225847 0.0011612049072209571 0.0012221983158657228
leaf_count=104 319 284 1687 580 147
internal_value=0 -7.16974e-05 -0.000162436 -0.000298421 0.000133362
internal_weight=0 0.00556323 0.00454077 0.00302887 0.00251638
internal_count=3121 2655 2551 2267 466
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=6
num_cat=0
split_feature=3 0 4 47 12
split_gain=1.0622e-05 1.67895e-05 4.04997e-05 4.16638e-05 5.27895e-05
threshold=0.13524500000000003 -0.17169499999999996 0.25615500000000008 0.085270000000000026 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0076228981499750258 0.0085958669462744518 0.007106918761999554 -0.019896327484783496 0.017513498663260661 -0.022709191894414157
leaf_weight=0.0014769459089771855 0.0011995967725014507 0.0013218722433024307 0.0012659533818425868 0.0010605169978288999 0.0010781154644715261
leaf_count=173 192 481 254 307 1714
internal_value=0 -0.00168368 -0.00459184 0.00100698 -0.00628699
internal_weight=0 0.0062034 0.00472646 0.0034605 0.00239999
internal_count=3121 2929 2756 2502 2195
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=5
num_cat=0
split_feature=4 0 3 3
split_gain=1.07929e-05 1.98211e-05 3.97145e-05 2.5143e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016303800771829316 0.0069427732677920231 0.013115131791306743 0.0063879904802396073 -0.0074431018716727476
leaf_weight=0.0019389963516903076 0.001711791174268079 0.0014447338277928871 0.0012807121215658874 0.0010113453897989328
leaf_count=2148 352 332 150 139
internal_value=0 -0.00211627 -0.00727763 0.00464982
internal_weight=0 0.00567579 0.00321971 0.00245608
internal_count=3121 2769 2298 471
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=8.74965e-06 1.76933e-05 3.09551e-05 3.59676e-05
threshold=0.27287000000000006 0.098655000000000007 0.10699500000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0047993754827257793 0.0062515217265751467 -0.013186339882113506 0.014596209957681742 -0.016186118173739508
leaf_weight=0.0019276239275519385 0.0017110069299613026 0.0011168429221772736 0.0012058718655882416 0.0014171626493682526
leaf_count=1610 352 195 403 561
internal_value=0 -0.00190787 0.000860137 -0.00409203
internal_weight=0 0.0056675 0.00455066 0.00334479
internal_count=3121 2769 2574 2171
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=6
num_cat=0
split_feature=40 2 3 49 15
split_gain=9.23146e-06 2.7497e-05 3.49391e-05 4.1696e-05 6.52741e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0087098601489262444 -0.018615920324463655 -0.012414197854669162 0.017502508623937613 0.021094856695180852 -0.012009257702029236
leaf_weight=0.0010414461910024306 0.0010990579518779121 0.0016801416149290231 0.0011651832626695625 0.0012196076861329861 0.0011642024663455854
leaf_count=329 369 420 173 673 1157
internal_value=0 -0.00145029 0.00251286 -0.00250188 0.00492751
internal_weight=0 0.00632819 0.00464805 0.00348287 0.00238381
internal_count=3121 2792 2372 2199 1830
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=6
num_cat=0
split_feature=151 1 1 47 13
split_gain=2.03583e-05 4.95614e-05 4.95331e-05 4.01384e-05 3.96564e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 0.085770000000000027 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=-0.00026088210330819949 -0.00022084409234702344 0.00040457369726003913 -0.00040270590891180986 -2.5059230708885537e-05 0.00028584422346628334
leaf_weight=0.0010343403601039171 0.0010900597329934671 0.0018189974425288173 0.0014631623942616611 0.0015471054654793567 0.0013046514617835736
leaf_count=415 849 408 649 163 637
internal_value=0 3.32392e-05 -0.000118467 0.000207109 5.52024e-05
internal_weight=0 0.00722398 0.00385787 0.0033661 0.00239471
internal_count=3121 2706 2135 571 1486
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=6
num_cat=0
split_feature=51 2 52 0 48
split_gain=8.89388e-06 2.31587e-05 4.48689e-05 4.97983e-05 4.39308e-05
threshold=-0.076794999999999988 0.11093500000000002 0.084960000000000022 -0.10607499999999999 0.090545000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.0077877064777824708 0.018552224705328458 0.024895993173732006 -0.019518104028567532 -0.0077191640318100638 -0.0043504752579346792
leaf_weight=0.0012271659813912561 0.0012811492081130965 0.0010220089661108103 0.0011542417062259595 0.0016517639377539668 0.0010324315296595114
leaf_count=537 239 304 812 1082 147
internal_value=0 0.00153733 -0.00281631 0.00375665 0.0101986
internal_weight=0 0.0061416 0.00408715 0.00293291 0.00205444
internal_count=3121 2584 2133 1321 451
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=7
num_cat=0
split_feature=2 13 3 15 2 1
split_gain=2.3148e-05 2.8009e-05 3.98211e-05 6.20785e-05 5.97452e-05 2.97318e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 0.11296500000000002 -1.0000000180025095e-35 0.088930000000000023 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00025364953348516256 -0.00011703214066793975 -0.00015574978087484775 -0.00046622978762125367 -0.0003251727096206174 0.00051302497159527098 0.00033475064408260765
leaf_weight=0.0010865141215329818 0.0010389968802296766 0.0010049513938591124 0.0010989568057998556 0.0016437816864930837 0.0010503481874468835 0.0012149018973351474
leaf_count=199 560 322 94 1049 598 299
internal_value=0 -5.38082e-05 -0.000138504 -4.11397e-05 0.000186023 0.000126489
internal_weight=0 0.00705194 0.00479804 0.00369908 0.0020553 0.0022539
internal_count=3121 2922 2063 1969 920 859
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=7
num_cat=0
split_feature=52 1 16 13 1 2
split_gain=2.20155e-05 1.91964e-05 6.0711e-05 4.33091e-05 4.00109e-05 1.60638e-05
threshold=-0.081429999999999989 0.088975000000000012 0.0013750000000000001 -0.073839999999999975 0.11910500000000002 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=0.00018459100368546121 -0.0005541355657474004 0.00033521269032822865 0.00011009006142510654 0.00022711686576138795 -0.00042042437957146998 -0.00012057392379980668
leaf_weight=0.0017770459238346985 0.0010355341938393917 0.0011684617607869889 0.001081668079441569 0.0010114086945585657 0.0010433559532869708 0.0010323316360271433
leaf_count=771 1320 393 171 213 122 131
internal_value=0 -6.22146e-05 -0.000214786 1.36919e-05 -0.000108003 5.14917e-05
internal_weight=0 0.00637276 0.0021172 0.00425556 0.0030871 0.00204374
internal_count=3121 2350 1491 859 466 344
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=6
num_cat=0
split_feature=0 47 2 52 3
split_gain=1.07771e-05 3.95847e-05 2.53886e-05 3.38087e-05 1.94381e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 -0.066844999999999988 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0054445508782496243 -0.004360845749588207 -0.017352600639980877 -0.0091443831956663883 0.018369691694850431 0.013827949327110921
leaf_weight=0.0010145038261655847 0.0010806804690297808 0.0013422306361699945 0.0012097379300111282 0.0014456522870544605 0.00128759869917313
leaf_count=480 164 310 388 1578 201
internal_value=0 -0.00265772 0.0027168 0.00854932 0.00552814
internal_weight=0 0.00501212 0.00366989 0.00246016 0.00236828
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=6
num_cat=0
split_feature=1 150 0 47 2
split_gain=9.8105e-06 1.72797e-05 2.83779e-05 3.38235e-05 1.7051e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 1.0000000180025095e-35 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0070079770220430456 0.0074579091359906549 0.0082117272225315282 0.0073800514812328178 -0.023646792861179929 -0.010989340223316761
leaf_weight=0.0010201239764921928 0.0014146674424996052 0.0013355027791103532 0.0013678411919393592 0.0011422808961946518 0.001087735025596564
leaf_count=1174 279 368 203 348 749
internal_value=0 -0.00180638 -0.00470358 -0.00978904 -0.00227932
internal_weight=0 0.00595348 0.00461798 0.00325014 0.00210786
internal_count=3121 2842 2474 2271 1923
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=7
num_cat=0
split_feature=2 13 3 0 0 13
split_gain=2.22842e-05 3.55568e-05 3.25161e-05 2.78199e-05 4.25807e-05 2.89711e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10893000000000001 -0.060129999999999996 -0.13027499999999997 0.086705000000000018
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=3.3838413210643284e-05 0.00036903838639630929 0.00017461268717539343 -0.00029155071256970914 -0.00015056078881237501 -0.00047512592962941995 0.00030588815794896487
leaf_weight=0.001197722668990683 0.0012982805540129247 0.0012725551099828803 0.0010499216996316396 0.0011124095150964195 0.0013379155279221145 0.0010292729498135866
leaf_count=204 200 622 97 209 1751 38
internal_value=0 0.000109152 -3.61257e-05 -9.57369e-05 -0.000234714 6.88044e-05
internal_weight=0 0.00362076 0.00232248 0.00467732 0.00253564 0.00214168
internal_count=3121 919 719 2202 1955 247
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=6
num_cat=0
split_feature=4 0 0 47 2
split_gain=1.03524e-05 1.74982e-05 2.10363e-05 2.66476e-05 3.24531e-05
threshold=0.27287000000000006 -0.15350499999999997 -0.10607499999999999 0.085270000000000026 0.097845000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013111995584996178 0.0067918990806004158 0.012613904538756958 -0.021682740071725756 0.0095839900997379841 0.0021025043349859377
leaf_weight=0.0011481891241639777 0.001708537106080041 0.0011177928932979368 0.0011045775161093716 0.0011020897051208381 0.0011934261368337384
leaf_count=150 352 258 1565 313 483
internal_value=0 -0.00208857 0.000712959 -0.00319952 -0.00933031
internal_weight=0 0.00566608 0.00451789 0.00340009 0.002298
internal_count=3121 2769 2619 2361 2048
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=7
num_cat=0
split_feature=2 16 4 2 0 43
split_gain=1.29673e-05 2.21213e-05 2.59833e-05 3.73069e-05 2.92726e-05 3.01352e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.11093500000000002 -0.11991499999999998 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00019680081322589137 0.00022922156994421063 0.00015561921370239228 -0.00032642143556583711 0.00029138445209145981 -3.0273759018559812e-05 -0.0004806213083295356
leaf_weight=0.0010438417056004385 0.0010143490898110253 0.0010323997244016973 0.001319858913145352 0.0011481970675101863 0.0012151925920908344 0.001078066726188115
leaf_count=199 189 197 276 326 811 1123
internal_value=0 -3.78994e-05 -8.46663e-05 -1.33447e-05 -0.000118554 -0.000241983
internal_weight=0 0.00680806 0.00579372 0.00447386 0.00332566 0.00229326
internal_count=3121 2922 2733 2457 2131 1934
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=6
num_cat=0
split_feature=13 2 3 15 49
split_gain=9.36543e-06 3.1809e-05 2.40227e-05 3.81892e-05 4.78256e-05
threshold=-0.0062949999999999994 0.097220000000000015 0.10893000000000001 -1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0065833978963590299 -0.0059927572285118219 0.014835723010844078 -0.016032603898969058 -0.012468747888517283 0.023267488511175917
leaf_weight=0.0013338946793100888 0.0010848582878661883 0.0014438139820810512 0.0010571371457435558 0.0013019950752956662 0.0011515471078865018
leaf_count=1539 146 527 106 495 308
internal_value=0 0.00454996 -0.00280502 0.00114687 0.00907363
internal_weight=0 0.00277771 0.00459554 0.0035384 0.00223641
internal_count=3121 2066 1055 949 454
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=6
num_cat=0
split_feature=1 0 0 43 47
split_gain=1.99257e-05 5.34287e-05 5.55305e-05 3.73088e-05 2.0091e-05
threshold=0.11323000000000001 -0.23001499999999997 -0.084044999999999995 -0.084004999999999982 0.085770000000000027
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.00033669079489734836 0.00030264845830493451 -0.00041153750857988064 0.00030076639667233311 -0.00016996408965059472 -4.725218464464607e-05
leaf_weight=0.0010181180068379609 0.0013524251852508335 0.0019455410724068547 0.0011007031133996328 0.0015716015890841657 0.0011826113410164185
leaf_count=104 319 1175 362 1014 147
internal_value=0 -6.98964e-05 -0.000159539 2.39264e-05 0.000139417
internal_weight=0 0.00563596 0.00461785 0.0026723 0.00253504
internal_count=3121 2655 2551 1376 466
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=6
num_cat=0
split_feature=52 147 2 13 2
split_gain=3.02108e-05 2.76796e-05 4.0158e-05 5.2865e-05 3.72684e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 0.086950000000000013 -0.08971999999999998 0.10584500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00020852948250885112 0.00010854339206072131 0.00021765493824583233 7.2588171610550508e-05 -0.00070750387681157794 -0.00021441959897590445
leaf_weight=0.0018277826639533012 0.0018023105694034412 0.0010355111895545641 0.0012909646996435743 0.001005220407553857 0.0014244264704546398
leaf_count=771 1029 124 236 652 309
internal_value=0 -7.65275e-05 -0.000131685 -0.000248054 -0.000418424
internal_weight=0 0.00655843 0.00552292 0.00372061 0.00242965
internal_count=3121 2350 2226 1197 961
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=6
num_cat=0
split_feature=12 2 13 3 15
split_gain=2.02737e-05 2.74766e-05 5.3749e-05 4.45548e-05 3.04887e-05
threshold=0.098810000000000023 0.086590000000000014 -0.08971999999999998 -1.0000000180025095e-35 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00042529254242340515 -0.00019236828549151462 0.00047170131264637877 0.00016339177507367788 0.00015358505793237277 -0.00022603885741735366
leaf_weight=0.0010403194070841974 0.0017179413830972221 0.0012858647519999656 0.0017989569359170491 0.0010050432009368062 0.0013551849878264298
leaf_count=1013 477 286 734 130 481
internal_value=0 4.71945e-05 0.000133818 -0.000140846 -3.92807e-06
internal_weight=0 0.00648537 0.00444001 0.00204536 0.00315414
internal_count=3121 2644 1501 1143 1215
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=6
num_cat=0
split_feature=12 51 2 49 52
split_gain=1.00264e-05 2.48816e-05 3.28289e-05 2.39863e-05 4.87377e-05
threshold=0.098810000000000023 -0.076794999999999988 0.086590000000000014 -0.026779999999999995 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012402501874613408 -0.0071688726790952138 -0.0089360277247831459 0.022854762283358754 -0.0068729214939457347 0.021232181336899775
leaf_weight=0.0010123847178760701 0.0015611051402084804 0.0012739890533802084 0.0010052978828597428 0.0015090482808813549 0.0010437979951211291
leaf_count=447 477 995 239 631 332
internal_value=0 0.00185231 0.00483885 0.00977093 0.00461859
internal_weight=0 0.00584452 0.00483213 0.00355814 0.00255285
internal_count=3121 2644 2197 1202 963
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=6
num_cat=0
split_feature=151 1 2 1 47
split_gain=1.82475e-05 4.88059e-05 4.35329e-05 4.95401e-05 3.64913e-05
threshold=-0.081519999999999981 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00024761922757317052 0.00025740905529359056 0.00039439667199716249 -0.00044794768907798442 -0.00027502251142406579 -1.7651256271306792e-05
leaf_weight=0.0010167935537090536 0.0014753536126671414 0.0018118075022464364 0.0010976271310914948 0.0012337057797242252 0.0015192106021003403
leaf_count=415 1158 408 415 562 163
internal_value=0 3.31406e-05 -0.00011853 1.49397e-05 0.00020647
internal_weight=0 0.0071377 0.00380669 0.00270906 0.00333102
internal_count=3121 2706 2135 1720 571
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=6
num_cat=0
split_feature=12 13 3 16 15
split_gain=2.08702e-05 2.83352e-05 3.60453e-05 3.73164e-05 7.20582e-05
threshold=0.098810000000000023 -0.084034999999999985 0.11296500000000002 -0.078464999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025049662013209325 -0.00019375511329354427 -0.00018958233107060253 -0.0003460153757880853 0.00058937836118939328 -0.00012405971535016396
leaf_weight=0.0018825044098884792 0.0017474551149450094 0.0013950920901554783 0.0010933796891438863 0.0010544376844784007 0.0011250091664188684
leaf_count=865 477 653 97 520 509
internal_value=0 4.74236e-05 -3.44729e-05 6.08217e-05 0.000221109
internal_weight=0 0.00655042 0.00466792 0.00357454 0.00217945
internal_count=3121 2644 1779 1682 1029
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=6
num_cat=0
split_feature=12 51 2 12 1
split_gain=1.45596e-05 2.95871e-05 3.37378e-05 5.09208e-05 5.69855e-05
threshold=0.098810000000000023 -0.076794999999999988 0.086590000000000014 0.085440000000000016 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00025441517809446552 -0.0001647399120206016 -0.00016112484824528232 -0.00020516696885088654 0.00057430699496166071 0.0003458754197948781
leaf_weight=0.0010988870631995938 0.0017219838423573565 0.0014065728294398875 0.0014928153966878893 0.0010011414812827425 0.0013965131724907576
leaf_count=447 477 995 283 642 277
internal_value=0 3.83835e-05 9.91255e-05 0.000193217 6.1171e-05
internal_weight=0 0.00639593 0.00529704 0.00389047 0.00288933
internal_count=3121 2644 2197 1202 560
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=5
num_cat=0
split_feature=52 160 2 16
split_gain=1.01725e-05 2.01354e-05 2.26081e-05 6.73997e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11018500000000002 -0.15241499999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0069804227805092814 -0.014206947255644607 0.011205817008260607 0.010664129927133073 -0.018026698092744466
leaf_weight=0.0016121773120684512 0.0010961030180389663 0.001513190937146998 0.001565441427306271 0.0016474100782522688
leaf_count=771 825 203 285 1037
internal_value=0 -0.00199566 0.000836482 -0.00403114
internal_weight=0 0.00582215 0.00472604 0.0031606
internal_count=3121 2350 1525 1240
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=7
num_cat=0
split_feature=147 15 52 12 3 1
split_gain=1.5348e-05 2.82956e-05 5.87049e-05 4.38955e-05 7.15051e-05 3.76645e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.09334000000000002 0.097915000000000016 0.090740000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00036704066553710363 0.00021611235572031423 -0.00032906047199298885 -1.3180385775914459e-05 -0.00043433404213350039 -0.00035681243829270278 0.0005070218032640748
leaf_weight=0.0014206590445423736 0.0011011394777770342 0.0010531967533744177 0.0011180415698254786 0.0010820875890372493 0.0012328822913716775 0.0010263394275236725
leaf_count=618 183 1167 462 263 159 269
internal_value=0 -3.30844e-05 1.99293e-05 -9.06533e-05 1.94632e-05 0.000235798
internal_weight=0 0.00693321 0.00588001 0.00445935 0.00337726 0.00214438
internal_count=3121 2938 1771 1153 890 731
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=6
num_cat=0
split_feature=12 12 2 48 15
split_gain=9.60355e-06 2.15455e-05 3.00215e-05 3.4851e-05 6.7358e-05
threshold=0.098810000000000023 0.090455000000000021 0.11510000000000002 0.083985000000000018 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.031967257199635869 -0.0069951966751351687 0.014367061451628164 0.013547935821487951 0.0094989065761343968 0.0011638760980875445
leaf_weight=0.0010066604306765167 0.0015678927703658262 0.0011089966083398222 0.0010799169785606624 0.0010985427920802396 0.0015717722548715684
leaf_count=441 477 647 276 338 942
internal_value=0 0.00181521 -0.00111107 -0.00541637 -0.011771
internal_weight=0 0.00586589 0.00475689 0.00367698 0.00257843
internal_count=3121 2644 1997 1721 1383
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=6
num_cat=0
split_feature=15 16 52 2 4
split_gain=9.9702e-06 2.13351e-05 2.63599e-05 2.91539e-05 3.28093e-05
threshold=-0.24436499999999997 -0.36241499999999999 -0.088204999999999992 0.10097500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0089015929789430757 -0.013173225171008149 -0.011144312387083539 0.021242156175042947 -0.0072349135860549007 -0.0014719938866479074
leaf_weight=0.0010674521060807492 0.0012636002542970072 0.0012685082334958362 0.00148141588449108 0.0012230637069084735 0.0011142199486770307
leaf_count=253 248 654 1331 333 302
internal_value=0 -0.00154355 0.00134513 0.00549391 0.0114917
internal_weight=0 0.00635081 0.00508721 0.0038187 0.00259564
internal_count=3121 2868 2620 1966 1633
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=5
num_cat=0
split_feature=1 4 47 150
split_gain=1.07714e-05 2.88986e-05 3.54114e-05 4.71732e-05
threshold=1.0000000180025095e-35 -0.033174999999999989 0.092530000000000015 0.087170000000000011
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0063795745899693536 -0.013083391609469495 0.021733978388776384 -0.0082290582431412806 -0.0031167297276902353
leaf_weight=0.0019661431278303245 0.0010019326470625482 0.0018438007596376402 0.0012908459706669137 0.0013041733927121944
leaf_count=1612 629 460 211 209
internal_value=0 0.00225653 0.00571907 0.0114386
internal_weight=0 0.00544075 0.00443882 0.00314797
internal_count=3121 1509 880 669
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=6
num_cat=0
split_feature=12 52 4 1 52
split_gain=1.90655e-05 1.66498e-05 5.3272e-05 3.50308e-05 3.18641e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.111945 0.089325000000000015
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.00016684014568983674 -0.00018747429932782769 0.00053230220178676331 -0.00025975230745208417 0.00018265865146199227 6.7577366463177627e-05
leaf_weight=0.0011559047078703762 0.0017115815971006218 0.0012257125180727369 0.0017326486279992301 0.001141418474007908 0.0010559011801025732
leaf_count=554 477 938 467 262 423
internal_value=0 4.58496e-05 9.35347e-05 -8.40515e-05 0.000317234
internal_weight=0 0.00631159 0.00515568 0.00287407 0.00228161
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=7
num_cat=0
split_feature=1 16 16 4 52 47
split_gain=2.73628e-05 2.97215e-05 3.83502e-05 3.34988e-05 6.04541e-05 1.78076e-05
threshold=0.11588000000000001 -0.49446999999999991 -0.094359999999999986 0.0061450000000000003 1.0000000180025095e-35 0.11002500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2
right_child=5 2 3 -5 -6 -7
leaf_value=0.00023353593009712897 2.5670754780187291e-05 -0.00043004503450143734 -0.00046034088182200241 0.00025989489713241842 0.00013907507575525787 0.00037698683541436122
leaf_weight=0.0010142734842035718 0.0012456297198932098 0.0012603650710658622 0.0012642862260482928 0.0010620595613781646 0.0013246716663404398 0.0010000725239832748
leaf_count=178 315 361 1169 235 763 100
internal_value=0 -7.20417e-05 -0.000135148 -3.33469e-05 -0.000153642 0.000182121
internal_weight=0 0.00592566 0.00491138 0.00365102 0.00258896 0.0022457
internal_count=3121 2706 2528 2167 1932 415
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=6
num_cat=0
split_feature=151 1 1 1 13
split_gain=2.08469e-05 5.94551e-05 5.51754e-05 4.09258e-05 3.31945e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 0.11955000000000002 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=-0.00026286028143072265 -0.00019559538850779756 0.00046072818486130621 -0.00043401757241559499 2.7328234760918702e-05 0.00026893162842291552
leaf_weight=0.0010134456298678774 0.001105210945710116 0.0015549235506403121 0.0014338411261241866 0.0018160286032436576 0.0012722435157390816
leaf_count=415 849 261 649 310 637
internal_value=0 3.7549e-05 -0.000130229 0.000227243 5.29862e-05
internal_weight=0 0.00718225 0.0038113 0.00337095 0.00237745
internal_count=3121 2706 2135 571 1486
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=6
num_cat=0
split_feature=2 1 4 16 12
split_gain=2.57937e-05 2.97792e-05 4.37555e-05 3.73222e-05 1.55454e-05
threshold=-1.0000000180025095e-35 0.10587000000000001 -0.0016099999999999997 -0.071854999999999988 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.00028471604592660536 -0.00013954712055427531 0.00028762862182287754 -0.00048769159071440627 -0.00014796034273090603 0.00016153171696575897
leaf_weight=0.0010841999625377458 0.0017277837168930398 0.0017848632519424173 0.0010910085886727486 0.0013122980575391821 0.0010661847954735451
leaf_count=199 1137 269 576 264 676
internal_value=0 -4.03531e-05 -0.000154688 0.000103065 -2.46547e-05
internal_weight=0 0.00698214 0.00388498 0.00309716 0.00279397
internal_count=3121 2922 2389 533 1813
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=1.45768e-05 1.90858e-05 3.10871e-05 3.16322e-05 5.28427e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.011191658726941153 -0.016492835212727902 0.010259583462325812 -0.013003601895015763 -0.0050256502056248847 0.023689959432400584
leaf_weight=0.0010015995094203398 0.0014922974989242141 0.0010939253492414612 0.0011960860010932438 0.0015863249679356909 0.0010751924791267695
leaf_count=199 477 259 766 282 1138
internal_value=0 -0.00177588 -0.00423684 0.000504335 0.0065748
internal_weight=0 0.00644383 0.0053499 0.0038576 0.00266152
internal_count=3121 2922 2663 2186 1420
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=6
num_cat=0
split_feature=43 3 4 47 3
split_gain=2.46198e-05 5.39202e-05 3.1722e-05 3.934e-05 5.35209e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.033174999999999989 0.085770000000000027 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-7.7164948495902515e-05 -0.00030484504847725047 0.00047810612362143428 -0.00011713499700139983 -0.00031168706491930821 0.00042759828426680075
leaf_weight=0.0016849205115082382 0.0016908731048089301 0.0011188152723417249 0.0014771215391314936 0.0010189933096925209 0.0013070656777846069
leaf_count=1013 945 442 382 150 189
internal_value=0 0.000144413 -8.13943e-05 1.79506e-05 0.000138596
internal_weight=0 0.00280374 0.00549405 0.00380318 0.00278419
internal_count=3121 1455 1666 721 571
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=6
num_cat=0
split_feature=2 15 1 3 15
split_gain=1.19667e-05 1.89009e-05 3.39551e-05 4.67676e-05 3.93757e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.10893000000000001 -0.070929999999999979
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.010130868968192921 -0.011741046552807853 -0.01305820070377242 0.0037030045434363634 -0.0099946386583276686 0.029200571235509898
leaf_weight=0.0010026009165011798 0.0015054954849691511 0.001178980219886488 0.0015304193180496084 0.0012267503972596358 0.0010023358099287411
leaf_count=199 848 1197 402 185 290
internal_value=0 -0.00161336 0.00094946 0.00603138 0.0137936
internal_weight=0 0.00644398 0.005265 0.00375951 0.00253276
internal_count=3121 2922 1725 877 692
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=6
num_cat=0
split_feature=40 2 1 3 16
split_gain=1.20591e-05 2.57098e-05 3.09566e-05 7.27266e-05 4.36446e-05
threshold=-0.013874999999999998 0.11215000000000001 0.095025000000000012 -0.077774999999999983 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0099053680901895671 -0.019913437761909299 -0.012215911109169655 -0.0081407433257467826 0.028537247594125584 0.0065289403055675856
leaf_weight=0.0010496139587945355 0.0011353641862829175 0.001694963310721281 0.0010400480171981127 0.0011257746556960105 0.0013864760792151492
leaf_count=329 1278 420 178 244 672
internal_value=0 -0.00166116 0.00215522 0.0109241 -0.00537575
internal_weight=0 0.00638263 0.00468766 0.00216582 0.00252184
internal_count=3121 2792 2372 422 1950
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=5
num_cat=0
split_feature=52 147 4 15
split_gain=1.88207e-05 2.66585e-05 4.21245e-05 6.57862e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 -0.080924999999999983 -0.10091499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.00017841906836325427 0.00013360024080401263 0.00024095831528193562 1.0898987281017864e-06 -0.00054113703045904145
leaf_weight=0.0017530922778632432 0.0018461632358442006 0.0010112940000364416 0.0019986720096625992 0.0015103472532137963
leaf_count=771 638 124 476 1112
internal_value=0 -5.10171e-05 -0.000106155 -0.000232295
internal_weight=0 0.00636648 0.00535518 0.00350902
internal_count=3121 2350 2226 1588
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.11153e-05 1.98417e-05 3.36211e-05 4.96894e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0019980349089706458 0.0087503199874287459 -0.010492876096138531 -0.0090783137067928042 0.025869881383583166
leaf_weight=0.0016398756694207981 0.0012085084846872804 0.0018256365069218234 0.0017041587844685451 0.0010491539426425336
leaf_count=1442 192 228 901 358
internal_value=0 -0.00173057 0.0019107 0.00887493
internal_weight=0 0.00621882 0.00439319 0.00268903
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=6
num_cat=0
split_feature=42 49 1 4 1
split_gain=1.01479e-05 2.11695e-05 2.77092e-05 2.52429e-05 2.03572e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.107145
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0030614403602115666 -0.0093210940406360035 0.0071746768669575609 0.017796301227885693 -0.011558324280331411 -0.016917275441562515
leaf_weight=0.0010168523970968358 0.0010131513196211988 0.0019504693119784409 0.0012731732344110065 0.0011396047447609886 0.0010232269340884302
leaf_count=434 630 1275 239 401 142
internal_value=0 0.00144966 0.00538128 0.000266034 -0.00695913
internal_weight=0 0.00640333 0.00436325 0.00309007 0.00204008
internal_count=3121 2491 1915 1676 576
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=1.62412e-05 4.23523e-05 5.94015e-05 4.22329e-05 3.34196e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 0.12178000000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00050357147751469247 -0.00023688319751253914 -0.00039176591732002119 0.00027604015944608315 -0.00016957387649706095 2.3079438493613209e-05
leaf_weight=0.0010578067832002448 0.0010243286319225244 0.0015530795612188437 0.0017974509819388147 0.0015001463414940294 0.0011744041947133813
leaf_count=959 226 855 588 177 316
internal_value=0 2.72665e-05 -7.55896e-05 7.3321e-05 0.000250776
internal_weight=0 0.00708289 0.00485068 0.0032976 0.00223221
internal_count=3121 2895 1620 765 1275
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=5
num_cat=0
split_feature=49 3 4 15
split_gain=1.07055e-05 2.67671e-05 5.22902e-05 8.15123e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0069663812981546934 -0.014534303014928699 -0.024373779347311709 0.019451072677171527 0.0081480089838180999
leaf_weight=0.001691052105416313 0.0013276031097989244 0.0012947312270012784 0.0012016871833158585 0.0019040566972504118
leaf_count=425 267 836 286 1307
internal_value=0 -0.00208882 0.00166593 -0.00501541
internal_weight=0 0.00572808 0.00440048 0.00319879
internal_count=3121 2696 2429 2143
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=6
num_cat=0
split_feature=147 52 2 1 16
split_gain=9.94874e-06 1.8499e-05 2.83968e-05 3.86821e-05 4.58798e-05
threshold=1.0000000180025095e-35 -0.081429999999999989 0.11704500000000001 0.10752500000000002 -0.084119999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0082153452832566098 0.0092281333590285546 -0.021738634329642195 -0.019486565302941072 0.015577940540615735 0.0041055993439786647
leaf_weight=0.0015060318370815713 0.0010046520452072815 0.0011837351864671781 0.001000363378793852 0.0010714969642903315 0.0016365811895270549
leaf_count=712 183 706 272 192 1056
internal_value=0 -0.00147588 -0.00445928 -0.000596617 -0.00674167
internal_weight=0 0.00639821 0.00489218 0.00389181 0.00282032
internal_count=3121 2938 2226 1954 1762
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=1.74687e-05 3.88485e-05 4.68765e-05 3.46282e-05 3.38535e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 0.11924500000000002 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00050038071518108322 -0.00024541952672430212 -0.00035179192286359913 0.00026200093425185971 -0.00014350652324464258 1.4775436343345303e-05
leaf_weight=0.0010513751818291435 0.0010076249350919218 0.0015295484295098096 0.0016637626477877022 0.0015771172432541439 0.0011619282068363484
leaf_count=959 226 855 576 189 316
internal_value=0 3.07506e-05 -6.88622e-05 6.46679e-05 0.00024545
internal_weight=0 0.00698373 0.00477043 0.00324088 0.0022133
internal_count=3121 2895 1620 765 1275
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=7
num_cat=0
split_feature=2 4 4 2 0 43
split_gain=1.64512e-05 2.33604e-05 2.93662e-05 4.15522e-05 3.31905e-05 2.84705e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.11093500000000002 -0.11991499999999998 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00022409183564639075 0.00015927922411804315 0.00021374859612621443 -0.00037435207768673324 0.00029752831019245329 -5.9558918843489564e-05 -0.00049741300996339159
leaf_weight=0.0010379299332910355 0.001028953668139983 0.0011489830773544849 0.0011381708420794574 0.0011616537726066314 0.0012192774738243137 0.0010737447030288491
leaf_count=199 209 259 191 327 811 1125
internal_value=0 -4.10116e-05 -9.30795e-05 -2.16783e-05 -0.000133301 -0.000264591
internal_weight=0 0.00677078 0.0056218 0.00448363 0.00332198 0.00229302
internal_count=3121 2922 2663 2472 2145 1936
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=1.72844e-05 2.04763e-05 2.66645e-05 4.8093e-05 2.94092e-05 2.92917e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.11093500000000002 -0.028889999999999996 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00023150914998400248 0.00010387115263373731 0.00020040106299068538 -0.00035617423444470243 0.00032355546433943008 -4.9485815901597503e-05 -0.00051257820534190003
leaf_weight=0.0010549438193595663 0.0012088390603852742 0.0011463724013626789 0.0011311040808750592 0.0011642633608036695 0.0010549344552804115 0.0010456397474037909
leaf_count=199 704 259 191 327 1288 153
internal_value=0 -3.83705e-05 -8.72076e-05 -1.92033e-05 -0.000139787 -0.000280007
internal_weight=0 0.00675115 0.00560478 0.00447368 0.00330941 0.00210057
internal_count=3121 2922 2663 2472 2145 1441
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=6
num_cat=0
split_feature=42 160 51 0 3
split_gain=1.04854e-05 2.55747e-05 2.45202e-05 3.09982e-05 3.40355e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.11756999999999999 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094123367479771129 -0.010492413446755769 -0.011219779651353068 0.018169766983090457 0.017554233219017175 -0.0056440289593308705
leaf_weight=0.001026433059782712 0.0013953397889390597 0.0013360633342286254 0.0010787962845609103 0.0014662622631752679 0.0011121445830870437
leaf_count=862 828 213 257 262 699
internal_value=0 0.0014765 0.00482115 0.00114238 0.00754812
internal_weight=0 0.00638861 0.00499327 0.00391447 0.00257841
internal_count=3121 2259 1431 1174 961
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=6
num_cat=0
split_feature=1 13 52 1 0
split_gain=9.64987e-06 2.68008e-05 4.43551e-05 7.87815e-05 1.172e-05
threshold=0.077565000000000009 -0.00096999999999999983 -0.066844999999999988 0.11212500000000002 0.13134000000000004
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.013541698989930632 0.012341901268945117 -0.019020527143389275 0.023536361178183356 -0.012079073638403864 0.0017069982012210549
leaf_weight=0.0010095687577460905 0.0017518854348571944 0.0011434984957942244 0.0011786026575398454 0.0013129634351908312 0.0010065866822297964
leaf_count=1575 902 254 213 116 61
internal_value=0 0.00218162 -0.00271503 0.00476834 -0.00592863
internal_weight=0 0.00538695 0.00363506 0.00249157 0.00201616
internal_count=3121 1485 583 329 1636
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.00727e-05 2.83822e-05 1.85455e-05 3.56924e-05 3.60312e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.086950000000000013 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.016536575251198841 -0.011837049442886327 -0.005844965723930352 0.014204332591785468 -0.017762938693907673 0.0075904974289296634
leaf_weight=0.0011516617030929305 0.0014985820010855024 0.0011152674754475332 0.001358373856616679 0.0012399313305051206 0.0010230154446536248
leaf_count=516 367 437 885 703 213
internal_value=0 0.00552547 -0.00248122 0.00139042 -0.00630135
internal_weight=0 0.00226693 0.0051199 0.00362132 0.00226295
internal_count=3121 953 2168 1801 916
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=6
num_cat=0
split_feature=11 13 3 2 16
split_gain=1.36223e-05 2.92995e-05 2.96469e-05 6.89511e-05 4.44148e-05
threshold=0.076920000000000002 -0.084034999999999985 0.11296500000000002 0.099185000000000009 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00023537010650409606 -0.00021993549444598463 -0.00041740184249064596 -0.00034475018935094649 0.00046363956058834729 6.3678286077639926e-05
leaf_weight=0.001845794399971277 0.0010137926171876165 0.0012042291259209508 0.0010602037250104362 0.0010256233592044429 0.0019050118967472191
leaf_count=849 226 208 97 499 1242
internal_value=0 2.31675e-05 -5.22275e-05 2.2777e-05 -0.000122647
internal_weight=0 0.00704086 0.00519507 0.00413486 0.00310924
internal_count=3121 2895 2046 1949 1450
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=9.92077e-06 2.17748e-05 4.05117e-05 3.28176e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018201695697635131 0.0074793562893261806 -0.011223401941703308 0.0069482958105249433 -0.013700333692341554
leaf_weight=0.001136812413042605 0.001421576493365757 0.0017421561274531955 0.0014676708262079609 0.0016185186492778808
leaf_count=160 279 1443 488 751
internal_value=0 -0.00181679 0.00206381 -0.00388065
internal_weight=0 0.00596516 0.004223 0.00308619
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=6
num_cat=0
split_feature=13 42 0 52 2
split_gain=9.88276e-06 2.90856e-05 2.37619e-05 4.81575e-05 1.42867e-05
threshold=-0.0062949999999999994 0.075730000000000006 -0.019414999999999998 -0.066844999999999988 0.10276500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.014981102218852788 -0.025655819304422629 -0.0054523453987422831 0.0072451701957283168 0.0092521662349659885 -0.0075495514281370734
leaf_weight=0.0013808350669330012 0.0010247043630790408 0.0014058625346704372 0.0015407401112432057 0.00102409934777334 0.0010005155891132345
leaf_count=618 263 1448 230 406 156
internal_value=0 0.00467262 -0.00287687 -0.00799127 0.000949165
internal_weight=0 0.0027867 0.00459006 0.00304932 0.00202461
internal_count=3121 2066 1055 825 562
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=6
num_cat=0
split_feature=52 47 3 16 13
split_gain=2.33033e-05 2.19661e-05 6.16049e-05 3.73948e-05 4.85954e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 -0.096824999999999981 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00026800336049642324 -0.00027279326780457617 -0.00014378931488355745 0.00054925085115381501 0.00040491066714901428 -0.00012067307710439148
leaf_weight=0.0012762910101225683 0.0010790529726087354 0.0018826257148632855 0.0010283688784629395 0.0012088622659628559 0.0015353854646043099
leaf_count=234 501 370 321 1287 408
internal_value=0 3.69734e-05 0.000104376 0.000230353 0.000110851
internal_weight=0 0.00693153 0.00504891 0.00377262 0.00274425
internal_count=3121 2620 2250 2016 1695
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=6
num_cat=0
split_feature=484 51 43 43 3
split_gain=1.85921e-05 2.93613e-05 3.42288e-05 4.16548e-05 2.58067e-05
threshold=0.073690000000000019 0.081440000000000026 -0.14968999999999996 -0.00067499999999999993 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00019429889496213931 0.00024328376013185902 0.00020924011489504576 -0.00052298052899056786 8.2571907485819407e-05 -0.00026037661053443056
leaf_weight=0.0011739816019588735 0.001025418415220327 0.0014527531919510351 0.0010521873143097362 0.0018196353307296494 0.0015727222475420519
leaf_count=199 394 433 1292 593 210
internal_value=0 -3.92355e-05 -0.000103483 -0.000182139 -7.64216e-05
internal_weight=0 0.00707128 0.00561853 0.00444454 0.00339236
internal_count=3121 2727 2294 2095 803
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=6
num_cat=0
split_feature=52 4 12 16 0
split_gain=9.83968e-06 2.67744e-05 1.68664e-05 2.30812e-05 3.68227e-05
threshold=-0.046924999999999988 0.0052350000000000009 0.10016000000000001 -0.008904999999999998 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0043492702659067954 -0.013379561038980872 0.017524050936484858 -0.012741564152794115 0.012721072760688566 0.010264124525328058
leaf_weight=0.0012473807349936432 0.0016934324181335446 0.0010149588733448592 0.0012156885310142711 0.0011400377856262273 0.0010780133606914434
leaf_count=726 346 227 304 310 1208
internal_value=0 0.00546381 -0.00245355 0.000743959 -0.00418284
internal_weight=0 0.00226234 0.00512717 0.00391148 0.00277145
internal_count=3121 953 2168 1864 1554
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=6
num_cat=0
split_feature=1 0 2 52 0
split_gain=2.56311e-05 2.97238e-05 6.6036e-05 2.65984e-05 1.44879e-05
threshold=0.10439500000000002 0.062580000000000011 0.090935000000000016 -0.057699999999999994 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=1.8631427332174846e-05 0.00038071049599179362 0.00013402002976081739 -0.00058406072424299128 0.00013355386895745445 -0.0001534557157427562
leaf_weight=0.0017970566345008477 0.0010550902307602649 0.0013685434016295103 0.0011438500873080623 0.00164040655725212 0.0011504068794896925
leaf_count=1499 276 120 817 173 236
internal_value=0 -0.000104696 -0.000215782 0.000115507 1.52451e-05
internal_weight=0 0.00430945 0.00294091 0.0038459 0.00279081
internal_count=3121 2436 2316 685 409
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=5
num_cat=0
split_feature=2 48 2 15
split_gain=9.87143e-06 2.53227e-05 5.72255e-05 3.23487e-05
threshold=0.11510000000000002 0.088965000000000002 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0081069774850282116 0.0072131569510580813 0.012386364986653596 -0.025248896288779184 0.010380186930372981
leaf_weight=0.0019443908799984147 0.0015007323370696971 0.0010282639199880811 0.0010750391770166941 0.0018442177981668187
leaf_count=672 459 326 323 1341
internal_value=0 -0.00187153 -0.00488591 0.000892199
internal_weight=0 0.00589191 0.00486365 0.00378861
internal_count=3121 2662 2336 2013
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=1.02218e-05 1.6736e-05 3.07171e-05 3.12096e-05
threshold=0.27287000000000006 0.098655000000000007 0.10699500000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0039484395629390996 0.0067398914324043897 -0.013097834814616797 0.014293660359158904 -0.0155793070546291
leaf_weight=0.001933704897138558 0.0017144885619151985 0.0011076642265792757 0.0012058971408167511 0.001419037158831812
leaf_count=1610 352 195 403 561
internal_value=0 -0.00207257 0.000606362 -0.00431662
internal_weight=0 0.0056663 0.00455864 0.00335274
internal_count=3121 2769 2574 2171
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=6
num_cat=0
split_feature=43 16 2 3 43
split_gain=2.71863e-05 4.4058e-05 3.48608e-05 4.315e-05 3.22434e-05
threshold=-0.074359999999999996 0.071345000000000006 0.089885000000000007 0.11924500000000002 -0.14169499999999999
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-1.8643222595015968e-05 -0.00022107640137204919 -0.00043312615141070796 0.00034309688718516001 -0.00016044808760683983 0.00043116478294538913
leaf_weight=0.0014996956834008243 0.0016103345731046576 0.0010904393558714247 0.0016437999784822499 0.0010868968319082911 0.0010359231807090122
leaf_count=299 901 310 517 161 933
internal_value=0 -8.07723e-05 7.73668e-06 0.000142671 0.000165125
internal_weight=0 0.00543147 0.00434103 0.0027307 0.00253562
internal_count=3121 1889 1579 678 1232
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=6
num_cat=0
split_feature=43 16 2 3 13
split_gain=1.02036e-05 3.21171e-05 3.04513e-05 3.07953e-05 2.66093e-05
threshold=-0.074359999999999996 0.071345000000000006 0.089885000000000007 0.11924500000000002 -0.0062949999999999994
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.016664996925759182 -0.009843587971537629 -0.018556554676542669 0.017146411153020371 -0.0053891198817121238 -0.0046576150386432097
leaf_weight=0.0011096605958783347 0.0015034469372603655 0.0010050291778075883 0.0015156991893951293 0.0010107585547613326 0.0012384618026322469
leaf_count=849 901 310 517 161 383
internal_value=0 -0.00256359 0.00142494 0.00813063 0.00541889
internal_weight=0 0.00503493 0.0040299 0.00252646 0.00234812
internal_count=3121 1889 1579 678 1232
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=1.09764e-05 1.9106e-05 2.75635e-05 4.83426e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.012361985721760638 0.0087478229797905462 -0.010342097868010054 -0.01782980048142711 0.0086072237734699832
leaf_weight=0.0015902337375724804 0.0011956435006581891 0.001814803089293297 0.0013372780809157189 0.0014327316222526531
leaf_count=458 192 228 2029 214
internal_value=0 -0.00172015 0.00186845 -0.00415578
internal_weight=0 0.00617505 0.00436024 0.00277001
internal_count=3121 2929 2701 2243
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.73742e-05 2.83756e-05 4.87452e-05 3.91405e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00014397450574897444 -0.00023934774201666981 -9.169694046841011e-05 -0.00029539232428146426 0.00036864358065884668
leaf_weight=0.0019144600352208716 0.0010558223943319348 0.0012168113860375068 0.0019695859986607117 0.0017053027982057722
leaf_count=882 501 751 333 654
internal_value=0 3.09872e-05 -7.88269e-05 0.000176951
internal_weight=0 0.00680616 0.00388405 0.00292211
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=6
num_cat=0
split_feature=13 16 12 49 3
split_gain=8.97946e-06 2.29193e-05 4.0618e-05 4.77448e-05 5.67202e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.006494999999999999 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0091889965996900125 0.0066782697683305057 -0.013690684399334753 -0.01396349775614121 0.031942499735291105 -0.00060219912127880285
leaf_weight=0.001144437674407698 0.0015722358309259721 0.0012738908390305427 0.0012356038563471239 0.0011006326594251493 0.0010430043944059152
leaf_count=277 217 517 1566 387 157
internal_value=0 -0.00184235 0.0014942 0.00730294 0.0161076
internal_weight=0 0.00579757 0.00452368 0.00328807 0.00214364
internal_count=3121 2904 2387 821 544
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=7
num_cat=0
split_feature=3 2 2 47 12 2
split_gain=1.70001e-05 2.60186e-05 2.87867e-05 4.48181e-05 4.5141e-05 7.79216e-05
threshold=0.13524500000000003 0.11510000000000002 -1.0000000180025095e-35 0.085270000000000026 0.084100000000000022 0.09678500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00019844864837065515 0.00020676541781916208 0.00025116805536651955 0.00019752700368904705 0.00015913182821983074 -0.00061513986673001795 -0.00053189892077662752
leaf_weight=0.0010678159485363421 0.0012849622072247614 0.0010041797311899402 0.0012804781866184054 0.0012397150298021093 0.0010452043152337645 0.0010049743036011959
leaf_count=175 192 335 338 297 1608 176
internal_value=0 -3.96184e-05 -9.14084e-05 -0.00015913 -0.000277592 -0.000123221
internal_weight=0 0.00664237 0.00563819 0.00457037 0.00333066 0.00228545
internal_count=3121 2929 2594 2419 2122 514
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=6
num_cat=0
split_feature=3 2 47 4 16
split_gain=1.92701e-05 3.40556e-05 2.27706e-05 5.61084e-05 4.24155e-05
threshold=0.13524500000000003 0.11548000000000001 0.085270000000000026 -0.10429499999999998 -0.032969999999999992
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00052842593942460431 0.0002170531688471815 0.00028834885478974377 0.00010387518155005742 -0.00019920140697974537 0.00029170672904176031
leaf_weight=0.0012287771744194419 0.0013058280511114425 0.0010135965290959687 0.001526914709374611 0.001976051203186988 0.0010290813247442001
leaf_count=272 192 328 318 1255 756
internal_value=0 -4.30859e-05 -0.000101401 -0.000175431 -3.10942e-05
internal_weight=0 0.00677442 0.00576082 0.00423391 0.00300513
internal_count=3121 2929 2601 2283 2011
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=6
num_cat=0
split_feature=52 47 3 12 52
split_gain=1.97862e-05 3.49701e-05 5.11753e-05 4.03982e-05 3.08333e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 0.09202500000000001 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00021567971115048798 -0.00024771107328790457 -0.00019228095856638533 -0.00010903687760065459 0.00055894089008323895 0.00030829937146830983
leaf_weight=0.001290048503613612 0.0010792224082446728 0.001862020115864076 0.0012990306626294123 0.0010714160627581736 0.0014297292693966806
leaf_count=234 501 370 469 523 1024
internal_value=0 3.76472e-05 0.000121756 0.000236305 0.000109626
internal_weight=0 0.00695224 0.00509022 0.00380018 0.00272876
internal_count=3121 2620 2250 2016 1493
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=2.31857e-05 3.04647e-05 4.87508e-05 6.35753e-05 3.37864e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.077555000000000013 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.0002527631993718602 -0.00026690878176471671 -5.3973085618556678e-05 8.213086200830015e-05 -0.00051081255259100206 0.00036771746997175334
leaf_weight=0.0012417039831336602 0.0010835268370190171 0.0012584217719531173 0.0013896338835029936 0.0013912425293751446 0.0017412543073324917
leaf_count=118 501 751 792 305 654
internal_value=0 4.12536e-05 -7.02721e-05 -0.000214512 0.00019081
internal_weight=0 0.00702226 0.00402258 0.00278088 0.00299968
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=2.07916e-05 3.93417e-05 3.7101e-05 5.22548e-05 2.65451e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.11255999999999998 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0002517005766439599 0.00028693860980903506 -0.00012725108904138106 3.9705575658906855e-05 -0.00055797482780569892 0.0002568136902989861
leaf_weight=0.0010960921760078618 0.0018153205073271643 0.0011723726526345008 0.0012164784697597402 0.0010459837633795249 0.0016881911187938696
leaf_count=862 1041 145 146 687 240
internal_value=0 3.89025e-05 -4.8988e-05 -0.000236615 9.94087e-05
internal_weight=0 0.00693835 0.00512303 0.00226246 0.00286056
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=7
num_cat=0
split_feature=13 51 52 47 13 1
split_gain=2.67753e-05 2.71139e-05 2.68589e-05 6.30922e-05 8.54021e-05 1.27976e-05
threshold=-0.23438999999999996 0.08955500000000001 -0.088204999999999992 0.092710000000000015 0.0076650000000000008 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00028164798965929906 -0.00026138643301416175 -0.00033238022869477705 0.0002610634245082143 -0.00037482307498589763 -0.00017664528031643856 0.00054754493086821841
leaf_weight=0.0010852008521248452 0.0012010531416088311 0.0010984549566596929 0.0011602690116074065 0.001001559248752535 0.0015914676494123278 0.0012404486410350476
leaf_count=169 586 363 1257 178 260 308
internal_value=0 -4.84655e-05 1.87793e-06 6.5196e-05 0.000175588 0.000409088
internal_weight=0 0.00729325 0.0061948 0.00499374 0.00399219 0.00240072
internal_count=3121 2952 2589 2003 1825 1565
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=6
num_cat=0
split_feature=1 0 4 13 47
split_gain=1.88289e-05 3.84677e-05 5.83991e-05 1.59674e-05 1.21061e-05
threshold=0.11323000000000001 -0.17169499999999996 -0.0029599999999999995 -0.033284999999999988 0.085770000000000027
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00022130096399600741 0.00026762817741577527 -0.00015416987597016119 -0.00047736086869348924 0.00014983939921841619 -7.9533034356704668e-06
leaf_weight=0.0013434411284276538 0.0013184405474952377 0.0012222684661944861 0.0014516551057850565 0.0014548629608221826 0.0011452039486523767
leaf_count=151 319 1025 629 850 147
internal_value=0 -6.69014e-05 -0.000160678 1.10412e-05 0.000139526
internal_weight=0 0.00547223 0.00412879 0.00267713 0.00246364
internal_count=3121 2655 2504 1875 466
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=6
num_cat=0
split_feature=3 0 3 16 12
split_gain=1.0978e-05 1.57375e-05 3.82384e-05 4.20395e-05 1.93808e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.015584999999999998 0.023255000000000001 0.098330000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0073094421880214415 0.0086908856844386973 -0.016363462509219922 -0.0184451880989038 0.015871120351577932 0.0027854268683637344
leaf_weight=0.0014737050089996973 0.0012096551735392676 0.0011167873736339538 0.0013935991593899267 0.0012413491110305716 0.0010034638151886696
leaf_count=173 192 1525 354 564 313
internal_value=0 -0.00171958 -0.0045178 0.001256 -0.00730075
internal_weight=0 0.0062289 0.0047552 0.0033616 0.00212025
internal_count=3121 2929 2756 2402 1838
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=6
num_cat=0
split_feature=40 12 43 52 16
split_gain=2.1315e-05 3.65202e-05 3.71794e-05 6.10519e-05 3.88905e-05
threshold=-0.013874999999999998 0.098810000000000023 -0.084004999999999982 -0.066844999999999988 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00024820700813707919 0.00032718797081541807 -0.00031929784311048021 -0.00041135778458274279 -8.8845345892218548e-05 0.00036132375559846247
leaf_weight=0.0011425762226799866 0.0012624044382752338 0.0014377662309690044 0.0012970510824422028 0.0017909267491043131 0.0012547554842885294
leaf_count=329 513 436 439 860 544
internal_value=0 -4.05127e-05 3.09982e-05 -5.51023e-05 9.66146e-05
internal_weight=0 0.0070429 0.00560514 0.00434273 0.00304568
internal_count=3121 2792 2356 1843 1404
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=6
num_cat=0
split_feature=2 4 49 15 4
split_gain=9.85606e-06 1.89065e-05 1.9262e-05 2.77008e-05 4.4528e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.037864999999999989 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0091869589017879501 -0.013531928268375477 0.010516150941576853 -0.012830226114589227 -0.0050782797616194652 0.02136207275871415
leaf_weight=0.0010047784319861001 0.0014984565633780734 0.0010937261135299586 0.0011915425685721198 0.0015881401839021373 0.0010634467560279757
leaf_count=199 477 259 766 282 1138
internal_value=0 -0.00146233 -0.00391501 -0.000165322 0.0055259
internal_weight=0 0.00643531 0.00534159 0.00384313 0.00265159
internal_count=3121 2922 2663 2186 1420
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=6
num_cat=0
split_feature=49 3 1 47 1
split_gain=1.25117e-05 2.52527e-05 4.89277e-05 4.6794e-05 3.18447e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.12408500000000001 0.07813500000000001 0.077565000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0075232945860373912 -0.014282710949344444 -0.0073026069139223888 0.020655505979992779 -0.022509796566133333 0.015939541950179225
leaf_weight=0.0016961623590750815 0.0013379072713414946 0.0012970725207431034 0.0010155461137302682 0.0010013442695488502 0.0010806338574647313
leaf_count=425 267 1370 215 311 533
internal_value=0 -0.00225374 0.0014084 -0.00437616 0.00326062
internal_weight=0 0.0057325 0.0043946 0.00337905 0.00237771
internal_count=3121 2696 2429 2214 1903
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=6
num_cat=0
split_feature=43 13 12 2 16
split_gain=1.09491e-05 2.56441e-05 2.31195e-05 4.86834e-05 3.48941e-05
threshold=-0.074359999999999996 -0.0062949999999999994 0.098810000000000023 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.016657538381498461 -0.016644905145578245 -0.0042496307080019825 -0.015954276342818003 0.016202908060045412 -0.0065899198151797419
leaf_weight=0.0011106986087238793 0.0011452619758939566 0.0012434859561649167 0.0010370232265456717 0.0018077004004970769 0.0010687908513202767
leaf_count=849 876 383 315 359 339
internal_value=0 0.00561432 -0.00264115 0.00079169 0.00773399
internal_weight=0 0.00235418 0.00505878 0.00402175 0.00287649
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=6
num_cat=0
split_feature=40 2 3 47 2
split_gain=1.00968e-05 3.12817e-05 3.21982e-05 4.56266e-05 4.94111e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 0.083310000000000009 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0091289379299557237 0.0043704353664722377 -0.01317393929373923 0.017082174350377892 0.015969754837613249 -0.023732416132896672
leaf_weight=0.0010377038103710967 0.0012864204998416428 0.0016887295624347246 0.001168417162940436 0.0010000735300959855 0.0012180047266187551
leaf_count=329 607 420 173 282 1310
internal_value=0 -0.00150923 0.00270625 -0.00208676 -0.00929713
internal_weight=0 0.00636165 0.00467292 0.0035045 0.00250443
internal_count=3121 2792 2372 2199 1917
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=6
num_cat=0
split_feature=151 1 1 13 47
split_gain=2.22777e-05 4.43798e-05 4.58388e-05 4.49345e-05 3.3802e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 -0.029529999999999997 0.085770000000000027
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00027084702914284314 -0.00023115293508853055 0.00038443282783993336 -0.00038398797078580485 0.00031202310411875369 -1.4722431145783562e-05
leaf_weight=0.001027692891568982 0.0010877820436953779 0.0018092590142277922 0.001427942359674127 0.0012682067840510099 0.0014853076836238762
leaf_count=415 849 408 649 637 163
internal_value=0 3.80906e-05 -0.00010678 6.12337e-05 0.000204479
internal_weight=0 0.0070785 0.00378393 0.00235599 0.00329457
internal_count=3121 2706 2135 1486 571
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=5
num_cat=0
split_feature=0 47 15 15
split_gain=1.7975e-05 2.91353e-05 4.54446e-05 3.6681e-05
threshold=0.056435000000000006 0.086380000000000012 0.024640000000000006 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-8.069023169729693e-05 0.00018801525811090215 -0.00024677777381491731 -0.00031370655031187405 0.00032585256982250137
leaf_weight=0.0015164400672602308 0.0015427024417338578 0.0019662561593149523 0.001072915205147163 0.0019511511386493615
leaf_count=409 204 383 1157 968
internal_value=0 -4.73943e-05 3.89483e-05 0.000148064
internal_weight=0 0.00650676 0.00454051 0.00346759
internal_count=3121 2917 2534 1377
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=2.06268e-05 3.11384e-05 6.56613e-05 6.14741e-05 4.52881e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00030392601683283004 -0.00024980918681523801 -9.375586462638145e-05 1.7234401923188048e-05 -0.00057274178119937633 0.00039569880459778081
leaf_weight=0.0012319078654053563 0.0010843881298404209 0.0012444721323532071 0.0015544216474780057 0.0012057157934366738 0.0017472479337539645
leaf_count=118 501 751 809 288 654
internal_value=0 4.08579e-05 -7.24855e-05 -0.000240486 0.000192099
internal_weight=0 0.00698377 0.00399205 0.00276014 0.00299172
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=6
num_cat=0
split_feature=2 2 43 13 2
split_gain=1.6655e-05 2.45943e-05 2.41194e-05 2.03974e-05 1.65133e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.074359999999999996 -0.08971999999999998 0.116525
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=0.00022398326914975329 1.9268008508466812e-05 0.00028387217835431104 -0.00031040148267099006 -0.00018466347067829531 0.00015481008654226672
leaf_weight=0.0011017662980650775 0.0016278895363540365 0.0012282581167978855 0.0017930278661529686 0.0012167321805527189 0.0010067481656762653
leaf_count=199 832 200 1171 411 308
internal_value=0 -3.57002e-05 -0.000153524 8.10713e-05 -3.09565e-05
internal_weight=0 0.00687266 0.00342092 0.00345174 0.00222348
internal_count=3121 2922 2003 919 719
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=6
num_cat=0
split_feature=52 15 1 3 12
split_gain=1.9202e-05 3.3348e-05 5.72913e-05 4.15897e-05 2.14198e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.012304999999999998 0.09141500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00015291581494775492 -0.00024779976883572852 -1.6474306491122211e-05 -0.00051295297522308935 0.00044523900232511525 -0.00011158884236014453
leaf_weight=0.001976860559317927 0.0010876889883853578 0.0017026460033978856 0.0010374815299908362 0.0013406798104584217 0.0010077833130144502
leaf_count=882 501 1241 232 164 101
internal_value=0 3.20616e-05 -8.5115e-05 0.000186925 -0.000315185
internal_weight=0 0.00706545 0.00402213 0.00304333 0.00204526
internal_count=3121 2620 1215 1405 333
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=6
num_cat=0
split_feature=2 13 13 0 1
split_gain=1.02704e-05 1.9145e-05 3.34053e-05 4.23302e-05 2.59954e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.11756999999999999 0.090475000000000014
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0093759457417397826 -0.0051734596625146248 0.0098215882730119074 -0.00083164750305983893 -0.024331926399611348 0.017266060726319754
leaf_weight=0.001005926068557368 0.001058978321513191 0.0012141907404857322 0.0018460527898039101 0.0013106858382567325 0.0010073570103605648
leaf_count=199 622 205 274 1584 237
internal_value=0 -0.0014893 -0.0041187 -0.010589 0.00576601
internal_weight=0 0.00643726 0.00522307 0.00315674 0.00206634
internal_count=3121 2922 2717 1858 859
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=6
num_cat=0
split_feature=0 47 1 2 1
split_gain=1.51727e-05 3.9153e-05 6.38367e-05 3.11038e-05 3.602e-05
threshold=-0.061629999999999997 0.092530000000000015 0.094385000000000011 0.10097500000000002 0.10638500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.0002723347520279616 0.00046111208014891069 -0.00039209513041812993 0.0002613177689176746 -0.00017698156590906087 -3.8543780984991684e-05
leaf_weight=0.0015240993162580836 0.0012127279015424761 0.0011170368210016764 0.0019832595397234871 0.0010468957214873273 0.0010223095236489342
leaf_count=1816 143 268 453 320 121
internal_value=0 -7.23963e-05 2.94226e-05 0.000101927 0.000232569
internal_weight=0 0.0046244 0.00350736 0.00328193 0.00223504
internal_count=3121 2537 2269 584 264
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=5
num_cat=0
split_feature=0 15 47 15
split_gain=1.11103e-05 2.77246e-05 3.43032e-05 3.03135e-05
threshold=0.056435000000000006 0.024640000000000006 0.086380000000000012 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0037386318962761515 0.0079513708396979424 -0.017084674361548893 -0.0098241480251405611 0.015893009544018538
leaf_weight=0.0013901646433112263 0.0014159744231672048 0.0010015433383983776 0.0018202514602520033 0.0018114378914226815
leaf_count=409 204 1164 376 968
internal_value=0 -0.00189288 0.00113692 0.00736877
internal_weight=0 0.0060234 0.00502185 0.0032016
internal_count=3121 2917 1753 1377
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=6
num_cat=0
split_feature=16 1 47 4 12
split_gain=9.08983e-06 2.96363e-05 5.69117e-05 3.98309e-05 1.27615e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 -0.0016099999999999997 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0088383592217270435 -0.003094382395458976 0.02324060878269054 -0.0062340652977597106 -0.020003910590673409 0.011146702424267045
leaf_weight=0.001009447716102594 0.0016309668731030974 0.0014071159802152746 0.0012257520220713958 0.00113176330284928 0.001024497808945491
leaf_count=130 1159 445 160 555 672
internal_value=0 0.00136977 0.00951845 -0.00429516 0.00239993
internal_weight=0 0.0064201 0.00263287 0.00378723 0.00265546
internal_count=3121 2991 605 2386 1831
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=2 51 2 52 52
split_gain=9.75579e-06 1.82817e-05 2.30067e-05 2.4348e-05 3.75953e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.086590000000000014 -0.046924999999999988 0.091275000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0091651037091027392 -0.012919896863062306 -0.011808594985513097 0.017718926201923547 -0.0099037307394527641 0.01210809009542374
leaf_weight=0.0010013233554986029 0.0011418535721530983 0.00110273361551188 0.0010365596623745504 0.001717931935984379 0.0014150589754744795
leaf_count=199 514 925 420 576 487
internal_value=0 -0.00144804 0.0010365 0.00443368 3.82147e-05
internal_weight=0 0.00641414 0.00527228 0.00416955 0.00313299
internal_count=3121 2922 2408 1483 1063
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=6
num_cat=0
split_feature=51 52 150 2 0
split_gain=1.09219e-05 1.89956e-05 3.7112e-05 4.06864e-05 3.47568e-05
threshold=0.08955500000000001 -0.088204999999999992 0.081835000000000019 0.10097500000000002 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010107347869893799 -0.0092212956435870283 -0.0033914691063208998 0.019916396702666064 -0.011760845294629146 0.021512030516826954
leaf_weight=0.0011380640089092703 0.0010972620228772365 0.0011703762610113225 0.0011599490635436872 0.001763722795969631 0.0010753532326905227
leaf_count=600 409 716 280 403 713
internal_value=0 0.0015886 0.00416351 -0.000393853 0.00853341
internal_weight=0 0.00630747 0.0051694 0.00400945 0.00224573
internal_count=3121 2712 2112 1832 1429
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=7
num_cat=0
split_feature=150 49 1 42 2 0
split_gain=9.72306e-06 2.61682e-05 1.88813e-05 4.28115e-05 3.55937e-05 1.35174e-05
threshold=0.10605000000000002 -0.026779999999999995 0.122185 0.084050000000000014 0.10613000000000002 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.015563625399381054 -0.0088139536000504514 0.017635414588872737 0.010898131655915922 -0.021277836512004201 -0.01318653568781953 0.0013953350671158766
leaf_weight=0.0010918535082459681 0.0010726238668674328 0.0010012408233637444 0.0010000828015780758 0.0011068878635194825 0.0010684779955850818 0.0010500245321530006
leaf_count=316 182 467 240 1113 255 548
internal_value=0 0.0014834 -0.00145794 -0.00438157 0.00161324 0.00932226
internal_weight=0 0.00631857 0.00522671 0.00422663 0.00311974 0.00205127
internal_count=3121 2939 2623 2383 1270 1015
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=1.81856e-05 2.8312e-05 4.0765e-05 4.36093e-05 5.53091e-05 2.2221e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028296872107032956 -0.00024161082079494431 0.00054516995475799909 -0.00038723297076107607 -0.0002797182096477077 -0.00015445944151977554 0.00014358081982362384
leaf_weight=0.0013720338434634613 0.0010927177520603992 0.0011145425509492058 0.0010136864291228126 0.0011743069466628514 0.001339725256663509 0.0010095897512412734
leaf_count=190 501 965 329 216 330 590
internal_value=0 3.03072e-05 -3.10285e-05 4.68212e-05 0.000157524 0.000354297
internal_weight=0 0.00702388 0.00565185 0.00463816 0.00346386 0.00212413
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=6
num_cat=0
split_feature=52 13 2 48 0
split_gain=4.13477e-05 3.65701e-05 6.49565e-05 5.94012e-05 3.37649e-05
threshold=0.11434500000000002 -0.090639999999999984 0.11215000000000001 0.083985000000000018 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027898751019443354 -0.000351981898438692 0.00013972020958864112 -0.00048208909141369492 0.00048242886159716977 -0.00025821057774220036
leaf_weight=0.0019768981362859881 0.0011287124063872819 0.0016532406750191151 0.0010056787611524764 0.001028748464679272 0.0016261956710535348
leaf_count=417 501 1362 305 311 225
internal_value=0 5.13103e-05 -3.33916e-05 7.13498e-05 -5.76043e-05
internal_weight=0 0.00729076 0.00531386 0.00430818 0.00327944
internal_count=3121 2620 2203 1898 1587
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.6001e-05 2.70304e-05 5.401e-05 3.45678e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0086063844360077472 -0.011781220632518819 -0.0038842029037947489 -0.015680360907216175 0.018862446411326634
leaf_weight=0.0017923230470588128 0.0010001320762966425 0.0011505405028993539 0.0018720651116681522 0.0015932717256017712
leaf_count=882 501 751 333 654
internal_value=0 0.00181874 -0.00380124 0.00932428
internal_weight=0 0.0064082 0.00366439 0.00274381
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=6
num_cat=0
split_feature=43 43 13 1 16
split_gain=1.10962e-05 2.45328e-05 2.05435e-05 2.05933e-05 3.23563e-05
threshold=-0.04890499999999999 -0.14169499999999999 -0.10664 0.11212500000000002 -0.092124999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.003297692953828776 0.0074702498620699762 0.016794364486842586 0.010221408253113282 -0.017143868345541779 -0.013683724218638577
leaf_weight=0.0013956378495356616 0.0014034339860260446 0.0010764334122773482 0.0011890406256518733 0.001250344434191013 0.0010809411286202848
leaf_count=299 259 1156 282 135 990
internal_value=0 0.00545115 -0.00275996 -0.00683839 -0.00116196
internal_weight=0 0.00247207 0.00492376 0.00352033 0.00226998
internal_count=3121 1455 1666 1407 1272
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=3.08564e-05 4.92353e-05 5.33151e-05 4.12388e-05 7.76684e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.00021267967728179552 -0.00023423864991864939 -0.00053437831468386258 4.8580588445838252e-05 0.00055287409777866892 -4.2766633342216986e-05
leaf_weight=0.0010759243563583094 0.0010443297420681674 0.0014369936546279765 0.001039466365318059 0.0014646060991651694 0.0019788080495678649
leaf_count=174 165 1915 89 488 290
internal_value=0 -0.000137534 -0.000289688 0.000107068 0.00021058
internal_weight=0 0.00355238 0.00247646 0.00448774 0.00344341
internal_count=3121 2178 2004 943 778
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=151 1 3 0 4 4
split_gain=1.63437e-05 4.35264e-05 4.16384e-05 3.68875e-05 2.04626e-05 1.31827e-05
threshold=-0.081519999999999981 0.10471500000000002 0.11296500000000002 0.041630000000000007 0.2623950000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=-1 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00023967091747795262 -0.00011772441435515385 0.00055730171514183373 -0.00010426249539609985 0.00012735122475499513 0.00016714499640557395 -0.00041802364457463754
leaf_weight=0.0010065099124055331 0.0010781469601249261 0.0010265784385580607 0.0011523304706288796 0.0014423381533049317 0.0010408133139830295 0.0011740334667070564
leaf_count=415 1414 203 176 160 192 561
internal_value=0 2.77574e-05 0.000194407 -0.000117475 0.00036088 -0.000274267
internal_weight=0 0.00691424 0.00321972 0.00369452 0.00206739 0.00225218
internal_count=3121 2706 571 2135 395 1975
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=6
num_cat=0
split_feature=1 3 2 3 12
split_gain=1.3123e-05 2.05345e-05 4.23593e-05 2.56339e-05 1.52252e-05
threshold=0.11323000000000001 -0.12018999999999998 0.10613000000000002 -1.0000000180025095e-35 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0074803222912847413 0.014147671803596313 -0.01162690464122872 -0.02259588137909405 0.0088143386875721898 -0.0020874447121733033
leaf_weight=0.0013956398818214576 0.0011842395359462719 0.0010363038823596857 0.0011591112544092428 0.0015035814927692357 0.0011276795051000281
leaf_count=284 319 1804 356 211 147
internal_value=0 -0.0028554 -0.00675509 0.000474065 0.00622871
internal_weight=0 0.00509464 0.003699 0.00253989 0.00231192
internal_count=3121 2655 2371 2015 466
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=7
num_cat=0
split_feature=151 4 16 2 0 12
split_gain=2.30382e-05 6.56057e-05 7.22195e-05 2.7142e-05 4.44885e-05 1.30561e-05
threshold=-0.081519999999999981 0.24564500000000003 -0.094359999999999986 0.083995000000000014 -0.055064999999999996 0.092465000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00027818322790625191 -0.00050711142285770759 0.00046957259536553408 -0.00020338195972869686 0.00044347811778993397 -6.696593905801835e-05 0.00016209266558613676
leaf_weight=0.0010499653640284132 0.0012070243790721748 0.001105090978830249 0.0011970605684974854 0.0011485274190526262 0.0015322573963176935 0.001021900572916957
leaf_count=415 369 287 601 1063 306 80
internal_value=0 3.26884e-05 -8.82655e-05 4.21051e-05 0.000151723 0.000321846
internal_weight=0 0.00721186 0.00508487 0.00387785 0.00268078 0.00212699
internal_count=3121 2706 2339 1970 1369 367
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=6
num_cat=0
split_feature=1 0 3 2 15
split_gain=1.70187e-05 2.38508e-05 3.10833e-05 3.75418e-05 1.05684e-05
threshold=0.11588000000000001 -0.23001499999999997 -0.12018999999999998 0.097845000000000015 -0.10653
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.0002157613137331552 0.00029309930881705223 0.00011018980072544585 -0.00042032024659019928 9.8061769622852666e-06 1.8579482042879797e-05
leaf_weight=0.0010195322895856541 0.0010184658131263437 0.0015734852979718862 0.0017377836534892698 0.0014157365557694889 0.0011456653189005394
leaf_count=108 224 295 1783 520 191
internal_value=0 -5.624e-05 -0.000114906 -0.00022722 0.000147772
internal_weight=0 0.00574654 0.00472701 0.00315352 0.00216413
internal_count=3121 2706 2598 2303 415
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=6
num_cat=0
split_feature=42 160 52 15 49
split_gain=2.54373e-05 2.85418e-05 4.67244e-05 5.22005e-05 7.29618e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.15026499999999995 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0002737993766601927 -0.00019244149219979466 0.00036888599520177163 0.00039390481306843744 0.00019545284308583765 -0.00043055833102307223
leaf_weight=0.001124610428191542 0.0015383416423794174 0.0010518726002321566 0.0015841464880258531 0.0013299024092034628 0.0015501333423311209
leaf_count=862 828 164 340 243 684
internal_value=0 4.37307e-05 0.000109595 -4.95142e-06 -0.000141488
internal_weight=0 0.0070544 0.00551605 0.00393191 0.00288004
internal_count=3121 2259 1431 1091 927
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.28812e-05 2.14218e-05 4.71312e-05 4.92904e-05 3.01015e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.013381035880412917 -0.010553961262419229 -0.0039784397931244995 0.0011346464370127467 -0.027085670880084609 0.017206436237922118
leaf_weight=0.0011527708862840214 0.0010046170708191537 0.0011577779722971673 0.001436587395578906 0.0010874200540916998 0.0015943158465927796
leaf_count=118 501 751 809 288 654
internal_value=0 0.00162208 -0.00337203 -0.0110235 0.00829417
internal_weight=0 0.00642887 0.00367678 0.00252401 0.00275209
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=6
num_cat=0
split_feature=1 13 48 0 12
split_gain=1.3577e-05 1.99745e-05 4.72207e-05 2.64779e-05 1.44616e-05
threshold=0.11323000000000001 -0.13710499999999998 0.083985000000000018 -0.10224499999999999 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015506821048873881 0.014056052293185317 -0.01943101736309439 0.01709679788146385 0.00046519756574274853 -0.0017567942597348956
leaf_weight=0.001008849219022531 0.0011838090986139088 0.0010390943008760525 0.0011783168144177247 0.0018773102157502335 0.0011308308255118388
leaf_count=127 319 247 419 1862 147
internal_value=0 -0.00290305 0.000202237 -0.00662368 0.00633059
internal_weight=0 0.00510357 0.00409472 0.0029164 0.00231464
internal_count=3121 2655 2528 2109 466
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=7
num_cat=0
split_feature=151 1 1 3 13 13
split_gain=1.94591e-05 4.55107e-05 5.21249e-05 4.48577e-05 3.58691e-05 2.37069e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 0.11296500000000002 -0.029529999999999997 0.0049450000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0002604881998093015 -0.00019783509251988999 0.00058717048606079299 -0.00040985337993439754 -0.00010558015595828625 0.00029012401042373989 0.00016936041613428875
leaf_weight=0.0010022099403340914 0.001073399336097308 0.0010200951217864591 0.0014318852535423021 0.0011747169150267763 0.0012579267762402313 0.0010695857955830286
leaf_count=415 849 271 649 176 637 124
internal_value=0 3.15647e-05 -0.000115397 0.000200983 6.54558e-05 0.000373318
internal_weight=0 0.00702761 0.00376321 0.0032644 0.00233133 0.00208968
internal_count=3121 2706 2135 571 1486 395
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=7
num_cat=0
split_feature=4 15 16 2 4 43
split_gain=2.45112e-05 3.94881e-05 2.63196e-05 4.1066e-05 4.35423e-05 3.51294e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10699500000000002 0.0061450000000000003 -0.069134999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00031897546744666573 0.00037936733156142922 -0.00011916382216839344 -2.8194649983399916e-05 0.00033503839982019639 0.00022190224760728231 -0.00053690667123757786
leaf_weight=0.0012837231465236973 0.0013980670287999568 0.0010848758260463595 0.00108267941420695 0.0010616045503714787 0.0010130287514653748 0.0010076109743907369
leaf_count=393 266 160 825 384 167 926
internal_value=0 0.000161543 -7.35088e-05 2.14958e-06 -0.000111727 -0.000273416
internal_weight=0 0.00248294 0.00544865 0.00416492 0.00310332 0.00209029
internal_count=3121 426 2695 2302 1918 1751
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=6
num_cat=0
split_feature=2 1 13 43 3
split_gain=1.33321e-05 2.37105e-05 2.27704e-05 1.75587e-05 8.13147e-06
threshold=0.099185000000000009 0.11551000000000002 -0.08971999999999998 -0.072864999999999985 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.0018451225350205954 0.016052642747018713 0.0083698035553665829 0.0047827627636026979 -0.014029878506863398 -0.0077814169833190575
leaf_weight=0.0010814173833505847 0.001156575601216792 0.0011700002689103315 0.0010334223771238812 0.00195861497549136 0.001027042215271709
leaf_count=868 200 175 587 1159 132
internal_value=0 -0.00372708 0.00482334 -0.00838273 -0.00147987
internal_weight=0 0.00421003 0.00321704 0.00304003 0.00206046
internal_count=3121 2202 919 2027 719
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=6
num_cat=0
split_feature=4 15 16 2 4
split_gain=1.24614e-05 3.26875e-05 2.677e-05 3.37806e-05 2.65057e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.10644500000000001 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015833372392260386 0.016587152260311915 -0.0073647758128676973 -0.017045367515725038 0.016946463198345554 0.0029067512011489273
leaf_weight=0.0012013820977292236 0.0012972999791982039 0.0010159922660059211 0.001039923262446434 0.0010134767834076622 0.0018508751948635015
leaf_count=393 266 160 216 394 1692
internal_value=0 0.00606752 -0.00277984 0.00123685 -0.00427074
internal_weight=0 0.00231329 0.00510566 0.00390428 0.0028908
internal_count=3121 426 2695 2302 1908
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.58857e-05 2.15123e-05 5.25796e-05 3.03509e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.012304999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016769435135466956 -0.00022731444918737994 -2.0913617064651249e-05 -0.00028925093803091348 0.00038356176300192069
leaf_weight=0.0019033468138154536 0.0010608404977902313 0.0016050567918620582 0.0019704704285242441 0.0012837178970066393
leaf_count=882 501 1241 333 164
internal_value=0 3.0763e-05 -6.47372e-05 0.000158828
internal_weight=0 0.00676259 0.00387382 0.00288877
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=6
num_cat=0
split_feature=42 43 0 2 48
split_gain=1.15612e-05 2.81925e-05 2.54463e-05 4.78258e-05 3.02219e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 0.097845000000000015 0.086035000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0099158244978854448 0.013086333078352066 0.012696891495312911 -0.024934168977590345 0.0048963369506898648 -0.0092613567455957554
leaf_weight=0.001018854963870993 0.0015920367695719485 0.0016363302464756629 0.001099414732926129 0.0010514695990831925 0.0010159589903963855
leaf_count=862 903 260 641 328 127
internal_value=0 0.00155373 -0.00226881 -0.0103514 0.00428579
internal_weight=0 0.00639521 0.00480317 0.00215088 0.00265229
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=6
num_cat=0
split_feature=52 52 4 16 4
split_gain=1.42463e-05 2.37292e-05 4.07348e-05 2.8851e-05 3.02246e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.032969999999999992 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0003385599551854372 -0.00020885358749419324 0.00028451773972458061 -0.00027884832483397292 0.00030654111025162436 0.00011722711803965671
leaf_weight=0.001203185573529139 0.0010653834153945231 0.0012066554120649022 0.0012076605180236246 0.0013566844265887456 0.0019158655740779099
leaf_count=666 501 562 338 779 275
internal_value=0 3.47866e-05 -1.82345e-05 6.77908e-05 -3.5909e-05
internal_weight=0 0.00689005 0.0056834 0.00448021 0.00312353
internal_count=3121 2620 2058 1392 613
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=5
num_cat=0
split_feature=52 0 2 0
split_gain=1.16935e-05 2.13299e-05 3.50064e-05 3.4524e-05
threshold=0.11434500000000002 -0.14920999999999998 0.096540000000000015 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0074771541433154556 -0.010067528510206463 0.0080370321466535031 0.015927350835482166 -0.014656807668495548
leaf_weight=0.001858040681024224 0.0010015190945541104 0.0015220400132912174 0.0018309796169963099 0.0011979880439151544
leaf_count=232 501 1525 686 177
internal_value=0 0.00155153 0.00523767 -0.00195807
internal_weight=0 0.00640905 0.00455101 0.00272003
internal_count=3121 2620 2388 1702
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=6
num_cat=0
split_feature=42 160 52 15 49
split_gain=3.0732e-05 3.62461e-05 4.3364e-05 5.78301e-05 8.47705e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.15026499999999995 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0002984909370258567 -0.00021689612459411406 0.00040243951368035025 0.00039359346026758975 0.00023125292276538528 -0.00044011807903519758
leaf_weight=0.001128152409291633 0.0015374933939068507 0.0010713066359394801 0.0016186690947031356 0.0013421862384616768 0.0015675395908237744
leaf_count=862 828 164 340 243 684
internal_value=0 4.9773e-05 0.000122991 1.2966e-05 -0.000130431
internal_weight=0 0.00713719 0.0055997 0.00398103 0.00290973
internal_count=3121 2259 1431 1091 927
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=6
num_cat=0
split_feature=4 15 16 160 52
split_gain=1.30171e-05 3.02691e-05 2.13857e-05 2.75493e-05 4.28016e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 -0.025879999999999997 0.091275000000000009
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.014513069700319356 0.016320026716400326 -0.0067063973360430452 0.015065415734287452 -0.013118762118883546 0.012341918620530704
leaf_weight=0.0011999423238944133 0.0012989019435338859 0.0010185453184808281 0.0010000259396055981 0.0018814340744973902 0.0010172651780365417
leaf_count=393 266 160 609 1411 282
internal_value=0 0.00619964 -0.0028392 0.000753765 -0.00418363
internal_weight=0 0.00231745 0.00509867 0.00389873 0.0028987
internal_count=3121 426 2695 2302 1693
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.087e-05 1.87322e-05 4.55944e-05 2.84324e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0081744968099865516 -0.0096892986803271876 -0.0041883404366246007 -0.014147602873568069 0.016449460361301023
leaf_weight=0.0017997426805131463 0.0010035761254798287 0.0011530397158625713 0.0018614662139864293 0.0015854620214495753
leaf_count=882 501 751 333 654
internal_value=0 0.00150435 -0.00317471 0.00775996
internal_weight=0 0.00639971 0.00366121 0.0027385
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=6
num_cat=0
split_feature=1 3 1 3 47
split_gain=2.58478e-05 2.33617e-05 3.84691e-05 6.18078e-05 1.37662e-05
threshold=0.11588000000000001 -0.12018999999999998 0.094385000000000011 0.090900000000000009 0.091210000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.000131109527661258 3.1535883031347677e-05 -0.00056735192268620544 7.0799063469666112e-05 6.3190035269778183e-05 0.00034084004661706093
leaf_weight=0.0015785917592267681 0.0011853238847915101 0.0014474689984552559 0.0017876182828466176 0.001018068777276851 0.0010374267553904754
leaf_count=295 297 1915 407 89 118
internal_value=0 -7.25961e-05 -0.000148203 -0.000306989 0.000175898
internal_weight=0 0.00583175 0.00425316 0.00246554 0.00222275
internal_count=3121 2706 2411 2004 415
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=6
num_cat=0
split_feature=1 457 12 0 2
split_gain=2.46163e-05 4.69018e-05 3.37031e-05 4.23262e-05 4.1328e-05
threshold=0.12500000000000003 0.045365000000000009 0.098810000000000023 -0.061629999999999997 0.10005000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00041831936331120128 0.00021831546653348186 0.00032194660218601751 -0.00045074744068734603 0.00019206196626411751 6.3721072408189113e-05
leaf_weight=0.0015390134956246898 0.0015488273196120903 0.0010536664328356978 0.0010228966086337273 0.0016568004646858921 0.001230583518283162
leaf_count=1588 279 271 405 290 288
internal_value=0 -5.67465e-05 -0.00012997 -5.58415e-05 -0.00020414
internal_weight=0 0.00650296 0.00544929 0.0044264 0.0027696
internal_count=3121 2842 2571 2166 1876
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=5
num_cat=0
split_feature=1 3 16 0
split_gain=1.39259e-05 4.44974e-05 2.44047e-05 5.43821e-05
threshold=0.094385000000000011 -0.083924999999999986 -0.056919999999999991 -0.15090499999999998
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=0.0090315378116228116 -0.0075613679278854207 -0.014749035830422778 -0.006910624192633304 0.020962288682200087
leaf_weight=0.0013402105476508037 0.0011330946819146609 0.0019056930255813079 0.0014081007580187114 0.0016298877289321412
leaf_count=924 129 1254 452 362
internal_value=0 -0.00493021 0.00380419 0.00926478
internal_weight=0 0.0032459 0.00417108 0.00276298
internal_count=3121 2178 943 491
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=2.16619e-05 6.04267e-05 5.93802e-05 9.3061e-05 3.68555e-05
threshold=0.094385000000000011 -0.12018999999999998 -0.13309499999999996 0.083060000000000009 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -3
right_child=2 4 3 -5 -6
leaf_value=0.00026984871918104886 -0.00032457067893913917 -0.00048904229220344154 0.00057777156100526691 -6.7933658251017633e-05 -4.2813967692083669e-07
leaf_weight=0.0010757398739874649 0.0010379811151885188 0.0014399596546907914 0.0015042320014267705 0.0019979310570042257 0.0010096741282329715
leaf_count=174 165 1915 488 290 89
internal_value=0 -0.000117533 8.73271e-05 0.000209406 -0.000287648
internal_weight=0 0.00352537 0.00454014 0.00350216 0.00244963
internal_count=3121 2178 943 778 2004
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=7
num_cat=0
split_feature=1 12 48 1 4 1
split_gain=1.14999e-05 1.55229e-05 4.347e-05 1.71791e-05 1.40279e-05 4.50244e-06
threshold=0.11588000000000001 0.09334000000000002 0.088965000000000002 0.077565000000000009 0.042705000000000007 0.13408500000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2
right_child=5 -3 -4 4 -6 -7
leaf_value=-0.015116062239744888 0.01114499490925977 -0.013078573023801686 0.018208334409750435 -0.0081709557111744845 0.008154870666860178 0.0017174759173162032
leaf_weight=0.001163930080888454 0.0010074920660763189 0.0010920073592135052 0.0010280941875955127 0.001048619320102589 0.0010566599294342422 0.0010189148192114024
leaf_count=1053 206 714 264 545 130 209
internal_value=0 -0.0024321 0.000273322 -0.00536684 2.31338e-05 0.00640466
internal_weight=0 0.00538931 0.0042973 0.00326921 0.00210528 0.00202641
internal_count=3121 2706 1992 1728 675 415
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=7
num_cat=0
split_feature=151 1 3 1 13 13
split_gain=2.24767e-05 5.12742e-05 5.66414e-05 4.77002e-05 3.64143e-05 1.92351e-05
threshold=-0.081519999999999981 0.10471500000000002 0.11296500000000002 0.080585000000000004 -0.029529999999999997 0.0049450000000000006
decision_type=2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00027723408656707204 -0.00021328796097211034 0.00059324249455544001 -0.0001324103466571082 -0.00040229269625835057 0.0002755205479022325 0.0002203666140550771
leaf_weight=0.0010206319023324814 0.0010862668968928189 0.001044949894029031 0.001178283334297522 0.0014423110755398356 0.0012721471028846556 0.0010833152147478205
leaf_count=415 849 271 176 649 637 124
internal_value=0 3.39374e-05 0.000212493 -0.000121402 5.03792e-05 0.000403444
internal_weight=0 0.00710727 0.00330655 0.00380073 0.00235841 0.00212827
internal_count=3121 2706 571 2135 1486 395
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=6
num_cat=0
split_feature=52 3 2 16 1
split_gain=1.07527e-05 3.02287e-05 5.16659e-05 6.18739e-05 2.65815e-05
threshold=0.10744000000000002 -0.13309499999999996 0.10613000000000002 -0.096824999999999981 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014781904786544994 0.0086082407105132035 0.029159911431344526 -0.013567771079801817 0.011491287822581667 -0.010005632969975984
leaf_weight=0.0013751422063385558 0.0012089828253002187 0.0010387270092381785 0.0014766119924582962 0.0010569120961955692 0.0012620880280229229
leaf_count=268 553 271 452 1050 527
internal_value=0 -0.00169983 0.0020214 0.00887698 -0.000208154
internal_weight=0 0.00620948 0.00483434 0.00335773 0.002319
internal_count=3121 2568 2300 1848 1577
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=7
num_cat=0
split_feature=52 16 3 13 151 15
split_gain=1.15159e-05 2.12193e-05 3.43739e-05 3.2446e-05 4.04057e-05 3.30246e-05
threshold=0.11434500000000002 0.0065250000000000004 -0.013929999999999998 0.030370000000000005 -0.0083949999999999979 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.014100351829826094 -0.0099820338838302221 0.021777976411630817 -0.0035734613547156145 -0.017549339417312557 -0.0013876563502855186 0.023284260287934039
leaf_weight=0.0010002486475391278 0.0010025508548536189 0.0011187584804113046 0.0010247238035774008 0.0010763167096381277 0.0011573926840737028 0.0010212719935718934
leaf_count=352 501 510 172 233 327 1026
internal_value=0 0.0015446 0.00965834 -0.00254252 0.00253849 0.0101776
internal_weight=0 0.00639871 0.00214348 0.00425523 0.00317891 0.00217866
internal_count=3121 2620 682 1938 1705 1353
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.25589e-05 4.03484e-05 4.13739e-05 1.94479e-05 5.46986e-05
threshold=0.094385000000000011 -0.10831999999999999 0.086245000000000016 -0.077774999999999983 0.11296500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.011491531971335185 -0.0056742748542925698 -0.026728442359693707 0.0007893115644993095 0.022605267362637418 -0.0059051799847874625
leaf_weight=0.0010437962123372151 0.0014587495676071575 0.0010494085951883729 0.0011398771945937262 0.0013759882433743555 0.0013170112825366443
leaf_count=216 277 1853 109 438 228
internal_value=0 -0.00468733 -0.012401 0.00362499 0.00866223
internal_weight=0 0.00323308 0.00218929 0.00415175 0.002693
internal_count=3121 2178 1962 943 666
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=6
num_cat=0
split_feature=4 0 51 2 3
split_gain=1.29532e-05 1.78009e-05 3.63066e-05 2.91767e-05 2.85397e-05
threshold=0.27287000000000006 -0.061629999999999997 0.081440000000000026 0.084055000000000005 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.003146641747626017 0.0076053137027230645 0.016157791918282958 0.0082564967607886876 -0.026262867773424431 -0.0055976754772723951
leaf_weight=0.0011110248289131291 0.0017130134130277936 0.0010898546131975673 0.0010314530055821236 0.001073664361747806 0.0013498205943624202
leaf_count=639 352 159 356 1303 312
internal_value=0 -0.00232036 -0.00720656 -0.0145071 0.00412095
internal_weight=0 0.00565582 0.00321614 0.00218469 0.00243968
internal_count=3121 2769 2298 1942 471
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=6
num_cat=0
split_feature=4 15 16 4 2
split_gain=1.16196e-05 2.90894e-05 1.91305e-05 2.73804e-05 4.81648e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.0061450000000000003 0.096540000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.013766693661941526 0.015825013239800279 -0.0068321485112452368 -0.019482046127825753 0.013143162958625066 0.0075645268740618223
leaf_weight=0.0011922927545273856 0.001290813668225591 0.0010100846576110236 0.0012281686558096982 0.0012162902903663521 0.0014193264175646498
leaf_count=393 266 160 1543 275 484
internal_value=0 0.00587861 -0.00269354 0.000723435 -0.00498233
internal_weight=0 0.0023009 0.00505608 0.00386379 0.0026475
internal_count=3121 426 2695 2302 2027
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 48
split_gain=2.27265e-05 3.33423e-05 5.43614e-05 5.05748e-05 6.96427e-05 2.88954e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.088975000000000012 0.087380000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.0003462509643007897 0.00025627370231104683 -0.00036393551022692388 -0.0006196175322982267 0.00027538806411360987 0.00018718744131200087 -0.00025143587566128713
leaf_weight=0.0014204864645502415 0.0011098911660190275 0.0010720225472175019 0.0010908618192306103 0.0010826165313481653 0.0012294126690865455 0.0010888618675555458
leaf_count=618 183 1167 450 307 261 135
internal_value=0 -4.57784e-05 1.19107e-05 -9.38221e-05 -0.00021107 -1.88279e-05
internal_weight=0 0.00698426 0.00591224 0.00449175 0.00340914 0.00231827
internal_count=3121 2938 1771 1153 846 396
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=7
num_cat=0
split_feature=3 2 2 0 3 3
split_gain=1.69901e-05 3.25306e-05 3.00909e-05 2.90838e-05 2.95353e-05 1.8178e-05
threshold=0.13524500000000003 0.11548000000000001 0.10097500000000002 -0.060129999999999996 -1.0000000180025095e-35 -0.12711499999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.00038705441143483982 0.00020327228395611681 0.00028320780978077596 -0.00037824292225159984 0.00032076030504375774 5.3307214931638144e-05 -4.0027114734709297e-05
leaf_weight=0.0012322715938147188 0.0012866626737804967 0.0010006244201520402 0.0011845138944581888 0.0010594610911551785 0.0011158013574184282 0.0010885835848030176
leaf_count=1824 192 328 390 69 140 178
internal_value=0 -4.27861e-05 -0.000100209 -2.69601e-05 -0.000177795 0.000137921
internal_weight=0 0.00668126 0.00568063 0.00449612 0.00234807 0.00214804
internal_count=3121 2929 2601 2211 1964 247
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.15617e-05 2.6081e-05 3.75823e-05 6.5685e-05 5.55326e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.012716661292652497 0.0099045063185091292 -0.016205360142206145 0.0094510357431735071 0.027053141542695777 -0.019331669483053728
leaf_weight=0.0014210507357353954 0.0010129080229699852 0.0010252928090770819 0.0017128778632164757 0.001095039962365364 0.0011013169212846605
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.0015992 0.00121033 0.00627295 -0.00181289
internal_weight=0 0.00635558 0.00533029 0.00390923 0.00281419
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=6
num_cat=0
split_feature=42 0 15 3 0
split_gain=2.12633e-05 3.04346e-05 4.52312e-05 4.70894e-05 4.9986e-05
threshold=0.092620000000000022 0.051010000000000007 1.0000000180025095e-35 0.10893000000000001 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00043754512272724879 -0.00024643792574432138 0.00031161154786732572 -0.00037635397670867656 -0.00022706497813352499 -5.3967033855931147e-05
leaf_weight=0.0016394173630110973 0.0011378721584005816 0.0013138763907724746 0.001101669573960083 0.0014515382541750079 0.0015453586470834159
leaf_count=284 630 182 890 198 937
internal_value=0 4.24184e-05 -1.92211e-05 6.56399e-05 0.000199047
internal_weight=0 0.00705186 0.00573798 0.00463631 0.00318478
internal_count=3121 2491 2309 1419 1221
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=6
num_cat=0
split_feature=11 13 3 2 16
split_gain=3.4847e-05 4.61747e-05 2.96377e-05 6.78065e-05 5.34557e-05
threshold=0.078340000000000007 -0.084034999999999985 0.11296500000000002 0.099185000000000009 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00030433232860954001 -0.00034270713944162089 -0.00042621183334146242 -0.00033357357329375528 0.00045513100685779146 9.0532717583035561e-05
leaf_weight=0.0019282889601363803 0.0010210627828709682 0.0012865247345840126 0.0011172865764353945 0.0010597140719888604 0.0019157924417354578
leaf_count=861 208 209 97 501 1245
internal_value=0 4.40037e-05 -4.93146e-05 2.52036e-05 -0.000117068
internal_weight=0 0.00730761 0.00537932 0.00426203 0.00320232
internal_count=3121 2913 2052 1955 1454
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=1.08715e-05 1.81682e-05 2.67164e-05 4.47712e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0023698636170953807 0.0087008856647060248 -0.010133880571508699 -0.0079941185843966488 0.024164044637580637
leaf_weight=0.0016225518734083223 0.0011984874605304747 0.0018092119302213182 0.001705746072631781 0.0010457671646707876
leaf_count=1442 192 228 901 358
internal_value=0 -0.00170549 0.00178068 0.0080293
internal_weight=0 0.00618328 0.00437407 0.00266832
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 48
split_gain=2.25431e-05 2.84663e-05 4.97308e-05 5.28564e-05 6.94628e-05 2.70478e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.088975000000000012 0.087380000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00033635464036505994 0.00026387839480841713 -0.00033664587743023096 -0.00062368679125975838 0.0002877439545278363 0.00018349152644611336 -0.00024441010601852092
leaf_weight=0.001397004113998998 0.0010883868717864609 0.0010521891696385335 0.0010640171827623656 0.0010868481359140132 0.0012122160051237475 0.001068590850442111
leaf_count=618 183 1167 450 307 261 135
internal_value=0 -3.98131e-05 1.37709e-05 -8.79177e-05 -0.000209983 -1.69865e-05
internal_weight=0 0.00688087 0.00582868 0.00443167 0.00334482 0.00228081
internal_count=3121 2938 1771 1153 846 396
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=7
num_cat=0
split_feature=151 4 16 52 43 12
split_gain=1.83233e-05 6.08173e-05 3.87606e-05 2.55982e-05 2.13392e-05 2.06997e-05
threshold=-0.081519999999999981 0.24564500000000003 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35 0.092465000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00024503606774804184 -0.00039501637961254023 0.00050553282576481107 -0.00022879550589900117 -9.5805589753533561e-05 0.00026821460925469749 0.00011415402377191131
leaf_weight=0.0010355739418462084 0.0011760197995939795 0.0010698093836747418 0.0011593979845293239 0.0010345838665903938 0.0015418365458390682 0.0010101121945022664
leaf_count=415 369 287 506 1025 439 80
internal_value=0 3.44326e-05 -8.45687e-05 1.31589e-05 0.000122039 0.00031546
internal_weight=0 0.00699176 0.00491184 0.00373582 0.00257642 0.00207992
internal_count=3121 2706 2339 1970 1464 367
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=7
num_cat=0
split_feature=52 52 15 47 1 2
split_gain=2.01534e-05 4.10806e-05 3.00331e-05 2.7381e-05 5.67139e-05 2.63933e-05
threshold=-0.088204999999999992 -0.049749999999999996 -0.18895499999999996 0.092710000000000015 0.094385000000000011 0.098260000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00021380123912436124 0.00040309830498737662 -0.00029936046116224406 -0.00026542730409569827 -0.00022897472379609371 0.00046177880786046698 0.0001683020083900262
leaf_weight=0.0014605495191268919 0.0010181696678219897 0.0012050834074730857 0.0011365990741535803 0.0010428379347917562 0.0012749294447792041 0.0010266172382435014
leaf_count=680 264 251 1269 192 211 254
internal_value=0 4.038e-05 -2.45697e-05 4.93305e-05 0.000133744 -5.95884e-05
internal_weight=0 0.00670424 0.00568607 0.00448098 0.00343815 0.00216322
internal_count=3121 2441 2177 1926 1734 1523
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=6
num_cat=0
split_feature=42 52 4 4 52
split_gain=1.15817e-05 2.21644e-05 4.51744e-05 3.29172e-05 2.66096e-05
threshold=0.092620000000000022 -0.088204999999999992 -0.0016099999999999997 0.24564500000000003 0.089325000000000015
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011300491016449888 -0.0099848474086559891 0.025741067130998874 -0.015962870366736295 0.0050462842484010383 0.0037805721108579273
leaf_weight=0.0011093342515824892 0.0010071622346034632 0.0011447906542795508 0.0012651396621074129 0.001816646225911149 0.0010651374576956391
leaf_count=575 630 872 385 292 367
internal_value=0 0.00155146 0.0042457 -0.00357843 0.0151566
internal_weight=0 0.00640105 0.00529171 0.00308179 0.00220993
internal_count=3121 2491 1916 677 1239
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=5
num_cat=0
split_feature=42 160 3 1
split_gain=1.06143e-05 2.45162e-05 2.76285e-05 5.92754e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.10089500000000001
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0094826845514480521 -0.010222711597377135 -0.0080315511183736994 -0.0031350530295477541 0.022112240731588021
leaf_weight=0.0010206040850154309 0.0013936243652347058 0.0012578218420384443 0.0019171991602147675 0.0018058083054650566
leaf_count=862 828 187 840 404
internal_value=0 0.00150147 0.00478187 0.0091109
internal_weight=0 0.00637445 0.00498083 0.00372301
internal_count=3121 2259 1431 1244
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=6
num_cat=0
split_feature=457 1 4 12 13
split_gain=1.01998e-05 2.29533e-05 3.20931e-05 2.72822e-05 1.17968e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.091200000000000017 -0.0013449999999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.0083315028367318428 0.0092875647771695612 0.016607950082457412 -0.01705029433959163 -0.0048671085049284933 -0.0057214619757629684
leaf_weight=0.0011814964151672647 0.0010169773628725415 0.0012323968604610845 0.0016067134235126382 0.001137690069776944 0.0012081913781355404
leaf_count=1268 289 305 634 149 476
internal_value=0 -0.00149746 -0.00612149 0.00629948 0.00122653
internal_weight=0 0.00636649 0.0039964 0.00237009 0.00238969
internal_count=3121 2832 2378 454 1744
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=7
num_cat=0
split_feature=2 4 15 1 0 13
split_gain=1.1439e-05 1.93793e-05 2.09872e-05 5.04344e-05 2.93695e-05 1.42364e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.095244999999999982 0.080585000000000004 -0.097024999999999986 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.009906649839242665 0.0081874339469252769 0.010671622170266961 -0.0051522163437516299 -0.0063538603683080163 -0.030314921036541133 0.011176710367700472
leaf_weight=0.0010045609824840401 0.0011067511368653797 0.0010741792443536725 0.0010156121531216139 0.0010074037656708495 0.0010392734938604231 0.0011257736845293235
leaf_count=199 348 259 909 184 656 566
internal_value=0 -0.00157512 -0.00405966 -0.00729612 -0.0185209 0.00343226
internal_weight=0 0.00636899 0.00529481 0.00418806 0.00204668 0.00214139
internal_count=3121 2922 2663 2315 840 1475
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=6
num_cat=0
split_feature=16 1 3 2 0
split_gain=1.63547e-05 3.87119e-05 6.36286e-05 4.48369e-05 3.55761e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00022997680611221678 -0.00014710061639003669 0.00045318755042138509 -0.00015008778629540029 -0.00043124444164395953 0.00029478058236600223
leaf_weight=0.0010593635201798712 0.0016938091286825261 0.0016612036630962411 0.0011290013579695595 0.0010889423037516925 0.0011945016096194397
leaf_count=130 1727 428 177 435 224
internal_value=0 3.20272e-05 0.000209084 -9.21854e-05 3.56456e-05
internal_weight=0 0.00676746 0.00279021 0.00397725 0.00288831
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=6
num_cat=0
split_feature=51 48 47 13 16
split_gain=1.31718e-05 3.74617e-05 3.79812e-05 5.26631e-05 5.33215e-05
threshold=0.08955500000000001 0.092065000000000022 0.077555000000000013 0.0076650000000000008 -0.022939999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00063147340061013276 -0.00019300466864284385 -0.0003115730638901513 -0.00022043886031886632 -0.00010761126572183659 9.3808898116648739e-05
leaf_weight=0.0012973412222459532 0.0011605885780130035 0.001023226557853937 0.0011548222819935733 0.001588849927237086 0.0015641428304535084
leaf_count=1103 409 248 221 384 756
internal_value=0 3.34337e-05 9.6415e-05 0.000178636 0.000337576
internal_weight=0 0.00662838 0.00560516 0.00445033 0.00286148
internal_count=3121 2712 2464 2243 1859
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=6
num_cat=0
split_feature=1 150 4 1 47
split_gain=2.27002e-05 2.47921e-05 2.90379e-05 2.37062e-05 2.18605e-05
threshold=0.11588000000000001 0.081835000000000019 -0.15764999999999998 0.095285000000000022 0.11069000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=6.6385257905631485e-05 -1.2598787704039672e-05 0.0001560640132705796 -0.00044145813486363468 -8.9870803254080863e-05 0.00037241299534004451
leaf_weight=0.0016652993867476789 0.0012810543358526443 0.0014134035310847167 0.0014080984555928586 0.0015477817265938608 0.001017184504458156
leaf_count=238 317 334 1862 272 98
internal_value=0 -7.1187e-05 -0.000140693 -0.000257357 0.000157805
internal_weight=0 0.00603458 0.00462118 0.00295588 0.00229824
internal_count=3121 2706 2372 2134 415
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=6
num_cat=0
split_feature=16 1 3 2 52
split_gain=1.05527e-05 3.05518e-05 5.5252e-05 4.01557e-05 3.06472e-05
threshold=-0.5315899999999999 0.10471500000000002 0.11296500000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0095549315788756219 -0.011518862752929128 0.021751221225475938 -0.0077481346180533275 -0.021076328189013994 0.010347158053275799
leaf_weight=0.0010034464421916573 0.0010319922743956141 0.0015596251044505986 0.00107088454313087 0.0010349902719603322 0.0016917965299698299
leaf_count=130 461 428 177 435 1490
internal_value=0 0.00147599 0.00974199 -0.00430882 0.00206253
internal_weight=0 0.00638929 0.00263051 0.00375878 0.00272379
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=6
num_cat=0
split_feature=52 4 15 150 15
split_gain=1.68835e-05 5.05433e-05 5.24467e-05 4.86145e-05 9.30296e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.081835000000000019 -0.14809499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00044110852303053431 0.00020144943158559092 0.00017996611824078057 0.00029461653635705674 0.00017811639539013554 -0.00060262712098197758
leaf_weight=0.0010321041970623411 0.0013130724123688259 0.0010068537537311836 0.0019225469969881784 0.0014786488183336174 0.0013905264990099323
leaf_count=207 553 263 1172 285 641
internal_value=0 -4.13215e-05 2.98377e-05 -0.000101495 -0.000273953
internal_weight=0 0.00683068 0.00579858 0.00387603 0.00239738
internal_count=3121 2568 2361 1189 904
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=6
num_cat=0
split_feature=2 13 151 4 13
split_gain=1.43183e-05 1.88754e-05 2.97542e-05 5.88424e-05 3.38781e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.0083949999999999979 0.24564500000000003 -0.0013449999999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00021218743694579435 -0.0003470033328605266 0.00018249770637432134 3.7868296846401183e-05 0.00041168920158040392 -0.00037070758972135363
leaf_weight=0.0010677817825943282 0.0012572900027633177 0.0012764866255473468 0.0018681317930636287 0.0010013525991122295 0.0013398569496998441
leaf_count=199 459 205 1539 222 497
internal_value=0 -3.2186e-05 -8.23158e-05 -3.25612e-06 -0.000132779
internal_weight=0 0.00674312 0.00546663 0.00420934 0.00320799
internal_count=3121 2922 2717 2258 2036
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=6
num_cat=0
split_feature=52 4 43 3 1
split_gain=1.55472e-05 4.64902e-05 3.0949e-05 3.86558e-05 8.10217e-05
threshold=-0.046924999999999988 0.0052350000000000009 -0.14968999999999996 -0.13309499999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0001183542069135411 0.00024843936279859741 0.00042913716153897627 -0.00044957233529820139 -0.00038371923208021158 0.00022853048985957276
leaf_weight=0.0013383016595626554 0.0010037808188325245 0.0010755179845814405 0.0011123010528159985 0.0014328825117246166 0.0019783630074640401
leaf_count=726 184 227 121 1437 426
internal_value=0 0.00012559 -6.30304e-05 -0.000132146 -2.8643e-05
internal_weight=0 0.00241382 0.00552733 0.00452355 0.00341125
internal_count=3121 953 2168 1984 1863
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=1.07998e-05 2.99693e-05 2.86597e-05 4.51421e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0070642692267816141 0.0086341537514201053 -0.016622931079307356 0.011532557515310897 -0.016500393955922326
leaf_weight=0.0017170291100638349 0.0012061246776859129 0.001106755673104606 0.0018341179758842906 0.0015439260147687255
leaf_count=803 553 458 1050 257
internal_value=0 -0.00170777 0.00153212 -0.00409261
internal_weight=0 0.00620183 0.00509507 0.00326096
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=6
num_cat=0
split_feature=52 15 15 15 0
split_gain=1.07753e-05 3.44634e-05 2.07264e-05 3.91033e-05 1.80392e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.017857772218832703 -0.012414785441399942 -0.0068966488649612485 0.016537832560941351 0.004120834681633676 -0.013134559247019418
leaf_weight=0.0011497785160490596 0.0015055778041070506 0.0011009185843945239 0.0011760673286926155 0.0010728039309462873 0.0013919249889101574
leaf_count=516 367 437 445 1235 121
internal_value=0 0.00574926 -0.00254612 0.00153487 -0.00562393
internal_weight=0 0.0022507 0.00514637 0.0036408 0.00246473
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=7
num_cat=0
split_feature=40 4 48 15 0 52
split_gain=1.63612e-05 3.62806e-05 6.90581e-05 5.37714e-05 8.49509e-05 5.07505e-05
threshold=-0.013874999999999998 -0.033174999999999989 0.085845000000000019 -0.11713499999999999 -0.10607499999999999 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.0002189964516812739 -0.00054361096223118658 -0.00014031529229377934 -0.00031354904108906438 0.00076778866719875451 -2.8525160379145714e-06 4.5319881854191183e-05
leaf_weight=0.0011002126986206584 0.0011013856409222704 0.0011029212914688041 0.0013482089087634291 0.0011222451381074675 0.0010784274296839595 0.0011499146899836819
leaf_count=329 714 195 342 158 692 691
internal_value=0 -3.84648e-05 6.04249e-05 0.000213045 0.00039014 -0.000242798
internal_weight=0 0.0069031 0.0046518 0.00330359 0.00220067 0.0022513
internal_count=3121 2792 1387 1045 850 1405
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=5
num_cat=0
split_feature=51 47 1 2
split_gain=1.17242e-05 2.45917e-05 3.84007e-05 2.19306e-05
threshold=0.08955500000000001 0.077555000000000013 1.0000000180025095e-35 0.089775000000000008
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0058052247064915592 -0.0095650987003127793 -0.0084204495997313219 0.004151369662640297 0.022042824747760335
leaf_weight=0.0018052107058443272 0.0010964816125696728 0.0017536428480422707 0.0013886464674674607 0.0013522682011428823
leaf_count=1353 409 363 588 408
internal_value=0 0.00163918 0.00551963 0.0129784
internal_weight=0 0.00629977 0.00454613 0.00274091
internal_count=3121 2712 2349 996
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=5
num_cat=0
split_feature=13 13 42 2
split_gain=1.08166e-05 1.93449e-05 3.30089e-05 2.88319e-05
threshold=0.11217000000000001 -0.0062949999999999994 0.075730000000000006 0.093175000000000022
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.01508058238363991 0.0072671739982506341 0.0030129597811631966 -0.0067601654856606066 -0.016585151951398754
leaf_weight=0.0013652047204200878 0.0015970365872353285 0.0013912548141454322 0.0014032583315940054 0.0016303124344346403
leaf_count=618 217 424 1448 414
internal_value=0 -0.00202855 0.0040101 -0.00756137
internal_weight=0 0.00579003 0.00276846 0.00302157
internal_count=3121 2904 2066 838
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=6
num_cat=0
split_feature=52 3 3 2 15
split_gain=9.85799e-06 2.64597e-05 4.55563e-05 4.59169e-05 6.49131e-05
threshold=0.10744000000000002 -0.13309499999999996 -0.083924999999999986 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013885748907089808 0.0082583336707867123 0.020519268741145437 -0.0088259308252892268 -0.017718549591088668 0.024569278355694297
leaf_weight=0.001370825250724946 0.0012044740711737133 0.0010288181684512589 0.0013886665509694406 0.0013834737315934556 0.0010020688920359606
leaf_count=268 553 745 625 412 518
internal_value=0 -0.00163166 0.00186576 -0.00321904 0.00517156
internal_weight=0 0.00617385 0.00480303 0.00377421 0.00239074
internal_count=3121 2568 2300 1555 1143
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=6
num_cat=0
split_feature=2 13 13 2 16
split_gain=1.22395e-05 2.38282e-05 2.2731e-05 3.72325e-05 7.20516e-06
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0021385823467815492 0.016253781921956863 0.0040811663127855021 0.0075038936369102973 -0.020605377146883881 -0.007781210863050266
leaf_weight=0.0015398429272010055 0.0011380772695935193 0.0010339303993467061 0.0012822893166421368 0.0013514862934813391 0.0010143977599851237
leaf_count=846 200 249 207 1149 470
internal_value=0 0.00465241 -0.00357786 -0.00849257 -0.00179346
internal_weight=0 0.00318641 0.00417362 0.00289133 0.00204833
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.73577e-05 3.20651e-05 4.08791e-05 6.19586e-05 5.2605e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023214075493557411 -0.00022005343926999706 0.00034208220859482783 0.00037471097665981872 -0.00049429994527147548 7.7648277309008628e-05
leaf_weight=0.0010919754644249007 0.0014911948139078911 0.0013038506746660019 0.001539187204107023 0.0011453613716055958 0.0013434593629476008
leaf_count=862 828 250 340 656 185
internal_value=0 3.41192e-05 0.000105205 -4.16873e-06 -0.000185564
internal_weight=0 0.00682305 0.00533186 0.00379267 0.00248882
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.14754e-05 2.15646e-05 2.3316e-05 4.05797e-05 5.18464e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.009870312173587345 -0.0094467719537892764 0.015043025912385297 0.015473330801962457 -0.023620829050559945 0.0064171615951897718
leaf_weight=0.001018177424307461 0.0013886426450377002 0.001221856767125652 0.0014205674122652456 0.0010699585032876678 0.001241185202866426
leaf_count=862 828 250 340 656 185
internal_value=0 0.00156644 0.0046538 0.000303425 -0.00748911
internal_weight=0 0.00634221 0.00495357 0.003533 0.00231114
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=6
num_cat=0
split_feature=52 16 3 1 12
split_gain=1.87498e-05 2.68718e-05 5.10313e-05 4.2253e-05 3.5466e-05
threshold=0.11434500000000002 0.0065250000000000004 -0.13309499999999996 0.094385000000000011 0.09141500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00043476153960305216 -0.00024619804508802559 -1.9746848012277336e-05 -0.00018508146497949737 0.00025029176124114546 0.00047141264279034818
leaf_weight=0.0010362259945284743 0.0010556880092474916 0.0012154815495682629 0.0015173254560078499 0.0019693897777952707 0.0010565613107345715
leaf_count=145 501 369 1383 410 313
internal_value=0 3.46809e-05 -5.2713e-05 6.08289e-05 0.000208656
internal_weight=0 0.00679498 0.00452294 0.00348672 0.00227204
internal_count=3121 2620 1938 1793 682
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=6
num_cat=0
split_feature=2 4 49 2 4
split_gain=2.41886e-05 3.1846e-05 2.93591e-05 3.24503e-05 3.29822e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 0.10774000000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00027937509737730435 -0.00032428212477456309 0.00025709332953261058 -0.00035575146150153725 0.00028643104551170679 6.0243674116980755e-05
leaf_weight=0.0010705212033226856 0.0015914556655066059 0.0011681432575249865 0.0012590461367251928 0.0010516006513156227 0.0017530056485048782
leaf_count=199 477 259 211 337 1638
internal_value=0 -3.7643e-05 -9.8525e-05 -1.01113e-05 -0.000113643
internal_weight=0 0.00682325 0.00565511 0.00406365 0.00301205
internal_count=3121 2922 2663 2186 1849
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=7
num_cat=0
split_feature=151 4 16 4 2 3
split_gain=2.40517e-05 6.57548e-05 7.18297e-05 3.41035e-05 5.26252e-05 2.1925e-05
threshold=-0.081519999999999981 0.24564500000000003 -0.094359999999999986 0.0052350000000000009 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.00028370371253811483 -0.0005105949016874071 0.00053320386926908911 -0.00040612335612345932 0.00030375105086835483 0.00015959109734960374 0.00013508141667957602
leaf_weight=0.0010538393494531869 0.0011864057247244868 0.0010015866962152925 0.0011268874152848159 0.0012732551571354332 0.0014401694700141041 0.0011338992279865548
leaf_count=415 369 72 1288 259 423 295
internal_value=0 3.35625e-05 -8.88924e-05 4.13861e-05 -8.87464e-05 0.000321809
internal_weight=0 0.0071622 0.00502672 0.00384031 0.00256706 0.00213549
internal_count=3121 2706 2339 1970 1711 367
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=1.28241e-05 3.37692e-05 1.66292e-05 3.34295e-05 4.30486e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11018500000000002 0.091055000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01827512905519393 -0.013768433441858591 -0.0062587029390478686 0.004141644080661297 0.013832495880753951 -0.021183185856751857
leaf_weight=0.001148075305158704 0.0010850576690175917 0.0010972154575774442 0.0016976980649253757 0.0012419335700533584 0.0011101375864686445
leaf_count=516 250 437 1245 237 436
internal_value=0 0.00628608 -0.00277429 0.00017138 -0.00587107
internal_weight=0 0.00224529 0.00513483 0.00404977 0.00280784
internal_count=3121 953 2168 1918 1681
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=6
num_cat=0
split_feature=159 16 16 151 12
split_gain=1.13531e-05 2.36152e-05 5.38279e-05 3.0209e-05 3.84401e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0077149999999999988 0.092355000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.012812453694052145 0.0097245872968261156 0.011299853268664672 -0.021001674971170243 0.016374638696914332 -0.0082735968476890572
leaf_weight=0.0010263498689830819 0.0010293333783848715 0.0011597293598052325 0.0014289982097495484 0.0017222860227351683 0.0010001511146269736
leaf_count=180 527 378 761 885 390
internal_value=0 -0.00159837 -0.00448733 0.00180776 0.00731953
internal_weight=0 0.00633751 0.00517779 0.00374879 0.00272244
internal_count=3121 2594 2216 1455 1275
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=6
num_cat=0
split_feature=52 0 3 1 3
split_gain=1.95209e-05 2.95296e-05 4.07725e-05 8.23834e-05 1.91828e-05
threshold=0.11434500000000002 -0.076579999999999995 0.090900000000000009 0.095285000000000022 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00066133224852885151 -0.00024641749856391739 -2.8442063220679129e-05 0.00016687068639817837 0.00010159114239184899 0.0002997893435137177
leaf_weight=0.0010043425149873814 0.0010534829527406126 0.0010520866595464251 0.0015585929055677624 0.0011876877727829325 0.001959620371697556
leaf_count=1407 501 163 197 192 661
internal_value=0 4.05315e-05 -7.55773e-05 -0.000247964 0.000185127
internal_weight=0 0.00676233 0.00375062 0.00219203 0.00301171
internal_count=3121 2620 1796 1599 824
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=6
num_cat=0
split_feature=2 2 151 1 2
split_gain=1.10681e-05 2.11125e-05 2.67506e-05 3.72834e-05 3.7548e-05
threshold=-1.0000000180025095e-35 0.086590000000000014 -0.0083949999999999979 0.10557500000000002 0.10060500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0097618028974659488 -0.010768834459658386 -0.011646046647861261 0.010694255716625481 0.019594987575850976 -0.015663453699866711
leaf_weight=0.0010008643786831566 0.001786796280136076 0.0010870200841085393 0.0011459569426948652 0.0013167549868180035 0.0010229053549610622
leaf_count=199 1071 378 758 290 425
internal_value=0 -0.00155147 0.00205029 0.00632161 -0.00173689
internal_weight=0 0.00635943 0.00457264 0.00348562 0.00216886
internal_count=3121 2922 1851 1473 1183
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=6
num_cat=0
split_feature=0 0 150 43 3
split_gain=1.1065e-05 3.51061e-05 2.95775e-05 2.08659e-05 1.83165e-05
threshold=-0.060129999999999996 -0.10607499999999999 0.076925000000000007 -0.074359999999999996 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=0.0051328057288749099 0.014799219495239421 -0.017943375661818948 0.016390158355910331 -0.0021647889990182158 -0.013385094459306458
leaf_weight=0.0010388369827864807 0.0012101607775949045 0.0011823082355894984 0.0010079675391150792 0.0018088505115152543 0.0010994659141723103
leaf_count=260 206 1988 167 367 133
internal_value=0 -0.00325237 0.00226822 0.00463518 -0.00438867
internal_weight=0 0.00432858 0.00314627 0.00301901 0.0021383
internal_count=3121 2548 560 573 393
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=6
num_cat=0
split_feature=147 3 3 12 1
split_gain=9.90084e-06 1.94455e-05 3.0673e-05 4.68595e-05 4.22889e-05
threshold=1.0000000180025095e-35 0.13524500000000003 0.092670000000000016 0.092355000000000007 0.091785000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.002027901173795036 0.0092090604720273146 0.01056111983005413 -0.01873320718423737 -0.016106660166430729 0.023384393976479206
leaf_weight=0.0018306435901382504 0.0010052223080109345 0.0011076227126326256 0.0011153103039865603 0.0012583201161144499 0.0010195525069356672
leaf_count=1400 183 168 126 866 378
internal_value=0 -0.00147418 -0.00402606 -3.36086e-05 0.00706241
internal_weight=0 0.00633145 0.00522383 0.00410852 0.0028502
internal_count=3121 2938 2770 2644 1778
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=9.80402e-06 2.60281e-05 3.72804e-05 1.73918e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0067651287097995269 -0.0038918498275940733 -0.01221062104711452 0.015000669891389221 0.013343288493132655
leaf_weight=0.0017755502834682947 0.0010967551380318685 0.0017809415415953288 0.0014132924453978809 0.0012559602590814303
leaf_count=2124 164 414 218 201
internal_value=0 -0.00252685 0.00288146 0.00530886
internal_weight=0 0.00496978 0.00318884 0.00235272
internal_count=3121 2756 2342 365
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=6
num_cat=0
split_feature=3 16 47 15 3
split_gain=9.79913e-06 4.04622e-05 3.27822e-05 2.91801e-05 5.70044e-05
threshold=-0.10519499999999998 -0.25582999999999995 0.092530000000000015 -0.095244999999999982 0.10542000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.019512012536113042 0.015152151306694806 -0.0067740855633142919 -0.016778621844945132 -0.016260657581191173 0.014091485895049728
leaf_weight=0.0010829750583573553 0.0011758725957158158 0.0012750469851611152 0.0012182678674255779 0.0015164538619717035 0.0010452862790547698
leaf_count=102 404 306 303 1869 137
internal_value=0 0.0052984 -0.0025329 0.00211046 -0.00387584
internal_weight=0 0.00235802 0.00495588 0.00373761 0.00256174
internal_count=3121 408 2713 2410 2006
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=7
num_cat=0
split_feature=1 2 13 1 1 47
split_gain=2.2909e-05 2.42809e-05 2.98887e-05 4.31e-05 1.93516e-05 9.93409e-06
threshold=0.11588000000000001 0.099185000000000009 -0.033284999999999988 0.089175000000000018 0.10587000000000001 0.091210000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -2
right_child=5 4 3 -5 -6 -7
leaf_value=-0.00044719414993922379 4.1686644959226055e-05 -6.9327961185685618e-05 0.00021620333518536594 -0.00032835099144984132 0.00027759287611338383 0.00030612563980395323
leaf_weight=0.0010750411580300492 0.0011509978093337621 0.0014716952128520371 0.0011458411814326127 0.0010907092572071233 0.0010659195714160796 0.0010394116120303525
leaf_count=1171 297 522 660 201 152 118
internal_value=0 -6.79222e-05 -0.00017851 -4.93621e-05 7.63954e-05 0.00016717
internal_weight=0 0.00584921 0.00331159 0.00223655 0.00253761 0.00219041
internal_count=3121 2706 2032 861 674 415
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=6
num_cat=0
split_feature=43 3 3 4 4
split_gain=1.05431e-05 2.84617e-05 1.83361e-05 3.09843e-05 2.37248e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.11255999999999998 -0.059649999999999988 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0039543361247005001 0.0072217495478685877 0.017885180076415097 -0.02104297171162223 0.0086085014516520172 -0.01097142560769486
leaf_weight=0.0013997813468370945 0.0013479268532335113 0.0010401340226824766 0.0010339656549650921 0.0013378509744534192 0.0011514719253284426
leaf_count=960 210 495 782 403 271
internal_value=0 0.00535583 -0.00269742 -0.00649226 -0.000448474
internal_weight=0 0.00243992 0.00487122 0.00352329 0.00248932
internal_count=3121 1455 1666 1456 674
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=6
num_cat=0
split_feature=150 0 3 1 47
split_gain=1.14217e-05 2.46194e-05 3.85827e-05 2.62922e-05 3.11412e-05
threshold=0.10605000000000002 -0.060129999999999996 -0.116045 0.090540000000000023 0.092530000000000015
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.017105917941277273 -0.0095626247331195586 0.023993113281383722 -0.001149764901092172 0.010048826791663955 -0.012174307770500922
leaf_weight=0.0010321680360769422 0.0010683067615654962 0.0010422364401266469 0.0014727767512631113 0.0016730400351660777 0.0010119579997931441
leaf_count=1708 182 172 373 509 177
internal_value=0 0.00162851 0.00926959 -0.0035414 0.00167307
internal_weight=0 0.00623218 0.00251501 0.00371717 0.002685
internal_count=3121 2939 545 2394 686
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=1.55629e-05 3.37918e-05 5.95681e-05 3.49825e-05 2.91958e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 0.12178000000000001 0.01128
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00047282123083352103 -0.00023050364794893736 -0.00038344749424973866 0.00027919172274799164 -0.00013525854567722023 1.2706184839550941e-05
leaf_weight=0.001029854320511782 0.0010057719405315519 0.001505520855238585 0.0017201085916312929 0.0014372574291951965 0.0010928533971272033
leaf_count=1015 244 845 586 177 254
internal_value=0 3.08556e-05 -6.25041e-05 9.05308e-05 0.000235936
internal_weight=0 0.00678559 0.00466289 0.00315737 0.00212271
internal_count=3121 2877 1608 763 1269
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=6
num_cat=0
split_feature=1 2 15 2 0
split_gain=2.35953e-05 2.87608e-05 3.08299e-05 4.19167e-05 1.46229e-05
threshold=0.11588000000000001 0.086590000000000014 -0.022504999999999997 0.10097500000000002 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.00028087327673664104 0.00033570119873940199 0.00021229778100197375 0.00014130320915186232 -0.0003914685070233472 1.3763811529482742e-05
leaf_weight=0.0017633030545507519 0.0010388027661212096 0.0017806984430163162 0.0011057326831681283 0.0011669536588050648 0.0011352307579533161
leaf_count=1101 189 767 582 256 226
internal_value=0 -7.18293e-05 1.9109e-05 -0.000132258 0.000167593
internal_weight=0 0.00581669 0.00405338 0.00227269 0.00217403
internal_count=3121 2706 1605 838 415
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=6
num_cat=0
split_feature=1 2 3 2 16
split_gain=9.96597e-06 1.62319e-05 2.90622e-05 3.87899e-05 9.32355e-12
threshold=0.11588000000000001 0.086590000000000014 -0.097604999999999983 0.10613000000000002 -0.16075999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.0106748653278221 0.0060029956390190656 0.014084922736819034 0.0082091083737172426 -0.016767807295019848 0.0059893470169390802
leaf_weight=0.0016072265103417227 0.0010013532487264663 0.0012087103453837641 0.0011927401265155496 0.00129892715942284 0.0010006447548184625
leaf_count=1101 185 284 953 368 230
internal_value=0 -0.00228374 0.00136088 -0.00481157 0.00599617
internal_weight=0 0.0053076 0.00370038 0.00249167 0.002002
internal_count=3121 2706 1605 1321 415
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=6
num_cat=0
split_feature=160 49 42 2 3
split_gain=9.78965e-06 2.10191e-05 2.92683e-05 4.62934e-05 2.66082e-05
threshold=1.0000000180025095e-35 -0.006494999999999999 0.084050000000000014 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0088781654800599279 -0.0080024135832595777 0.0069456476293942365 -0.008347680810989213 -0.0056765675733702545 0.029248325189438314
leaf_weight=0.001439860037684113 0.0012678630798364779 0.0010207722102688265 0.0012141554862639781 0.0012340824248790829 0.001123934307552446
leaf_count=400 531 760 1001 294 135
internal_value=0 0.00166408 0.00496901 0.00975431 0.0186334
internal_weight=0 0.0060328 0.00459294 0.00337879 0.00214471
internal_count=3121 2590 2190 1189 895
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=6
num_cat=0
split_feature=4 13 0 0 15
split_gain=1.67084e-05 2.88996e-05 4.20433e-05 3.76892e-05 2.81356e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.019414999999999998 -0.11013499999999998 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.00034980445268147363 0.00031468646993608137 0.0001146234587939964 0.00030156120271161702 -0.00032778662345260388 -0.00011100561695772941
leaf_weight=0.0011072050755166441 0.00136488755863722 0.0013819911771502816 0.0012888508937199676 0.0015945126818719881 0.0010609250136161361
leaf_count=166 266 248 245 2036 160
internal_value=0 -6.75449e-05 5.72429e-06 -0.000122376 0.000128511
internal_weight=0 0.00537256 0.00426535 0.0029765 0.00242581
internal_count=3121 2695 2529 2284 426
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=6
num_cat=0
split_feature=52 12 1 48 1
split_gain=1.8039e-05 2.96397e-05 3.92099e-05 3.37797e-05 2.19534e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.083985000000000018 0.077565000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00025563373545174704 -0.00024438842241477959 0.00024254039004710545 -0.00032335264815835241 0.00035389077029337562 0.00011743083024462025
leaf_weight=0.0011833384514790195 0.0010498416857937362 0.0018613970308488086 0.0014154321419923566 0.0010689227550811325 0.0012439679183770293
leaf_count=945 501 558 310 324 483
internal_value=0 3.18381e-05 -4.80129e-05 6.34572e-05 -6.44422e-05
internal_weight=0 0.00677306 0.00491166 0.00349623 0.00242731
internal_count=3121 2620 2062 1752 1428
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.03769e-05 2.23164e-05 2.68162e-05 3.67566e-05 2.65002e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0094289934677953564 0.011490048986492866 -0.0073762652261372304 -0.023787710702606799 0.0030222825624880989 0.013123314314078731
leaf_weight=0.001010342524669661 0.0016472434003392215 0.0010724168958974475 0.0010412977164142648 0.0010048637326093277 0.0015306984038665067
leaf_count=862 1041 145 553 280 240
internal_value=0 0.00148832 -0.00205531 -0.0106214 0.00467801
internal_weight=0 0.00629652 0.00464928 0.00204616 0.00260312
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=6
num_cat=0
split_feature=4 15 16 48 2
split_gain=1.03076e-05 3.14361e-05 2.44067e-05 2.87437e-05 3.04761e-05
threshold=0.24564500000000003 -0.15026499999999995 -0.094359999999999986 0.084170000000000009 0.097220000000000015
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.015103218412977357 0.015965979363636511 -0.0076952258380212323 -0.012049730340030804 0.015271523060203605 0.0097258346651398191
leaf_weight=0.0011839063577950386 0.001276392937170838 0.0010025390451814315 0.0017503220529253515 0.0010663677089883697 0.0010156733362588367
leaf_count=393 266 160 1467 419 416
internal_value=0 0.00555703 -0.00255337 0.00132358 -0.00405374
internal_weight=0 0.00227893 0.00501627 0.00383236 0.002766
internal_count=3121 426 2695 2302 1883
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=7
num_cat=0
split_feature=3 0 0 16 1 0
split_gain=2.21705e-05 3.03369e-05 5.29189e-05 3.86807e-05 3.62761e-05 4.57599e-05
threshold=-0.15447499999999995 0.056435000000000006 -0.053834999999999994 -0.0094449999999999968 0.094385000000000011 -0.15090499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00026806322588779818 -0.00037835044338542707 0.00027807710076633408 -0.00045094484185657024 0.00031619683550296725 -0.0002344955049044359 0.00030204516327218811
leaf_weight=0.0010444020498141023 0.0011818262708034447 0.0010003888009411715 0.0012436435737977897 0.001151586244890479 0.0011944640479709873 0.0012514125904449665
leaf_count=210 1376 101 286 716 126 306
internal_value=0 -3.81243e-05 -9.06443e-05 3.11136e-06 -9.62752e-05 4.00211e-05
internal_weight=0 0.00702332 0.00602293 0.00477929 0.0036277 0.00244588
internal_count=3121 2911 2810 2524 1808 432
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=6
num_cat=0
split_feature=159 51 3 3 15
split_gain=1.02681e-05 1.98387e-05 2.93639e-05 3.27403e-05 4.66276e-05
threshold=0.076905000000000015 0.08955500000000001 0.11296500000000002 -0.13309499999999996 -0.095244999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0081928018462054716 0.0093247067143367567 -0.014434704180072009 -0.01361053870114391 0.02784199747366355 0.0011988647870941633
leaf_weight=0.0013324302863622533 0.0010134777173403135 0.0010004202069568415 0.0011006040900326357 0.0010267059772152611 0.0018234668508574558
leaf_count=200 527 350 127 302 1615
internal_value=0 -0.00152226 0.000922826 0.00474712 0.0107964
internal_weight=0 0.00628363 0.00528321 0.0041826 0.00285017
internal_count=3121 2594 2244 2117 1917
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=6
num_cat=0
split_feature=3 2 2 13 1
split_gain=1.62588e-05 3.18077e-05 3.46313e-05 2.64312e-05 4.6195e-05
threshold=0.13524500000000003 0.11548000000000001 0.093175000000000022 -0.033284999999999988 0.091900000000000023
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00025806689074668262 0.00020492494885362267 0.00028451619656873054 -0.00031445176506127718 0.00042886467419439675 -9.0086298349476314e-05
leaf_weight=0.0010094796535968643 0.0012822250394044412 0.0010076207796570601 0.0018396126600350635 0.001081864794257805 0.0016891488832806354
leaf_count=1084 192 328 701 612 204
internal_value=0 -3.6286e-05 -9.38022e-05 1.35673e-05 0.000112524
internal_weight=0 0.00662773 0.00562011 0.00378049 0.00277101
internal_count=3121 2929 2601 1900 816
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=9.79986e-06 2.24547e-05 4.61904e-05 3.62342e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019485790284296804 0.0074692725071552743 -0.01140925963370816 -0.016609119484620526 0.005406879188124894
leaf_weight=0.0011241094741826765 0.0014125232822478099 0.0017221668092611588 0.0013308336625817037 0.001705639917458128
leaf_count=160 279 1443 730 509
internal_value=0 -0.00180634 0.00216854 -0.00424235
internal_weight=0 0.00588275 0.00416058 0.00303647
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=7
num_cat=0
split_feature=52 15 15 2 0 15
split_gain=2.03199e-05 3.91587e-05 3.45994e-05 3.93637e-05 4.72072e-05 1.13529e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.18895499999999996 0.11018500000000002 0.030935000000000004 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4
right_child=2 -3 3 -5 -6 -7
leaf_value=0.00038391593196552832 -0.00036823212205982879 -0.00010846746324191433 -8.3169464584397201e-05 0.00028487791678715076 -0.00044438616484116704 0.00021145497596212779
leaf_weight=0.0012661114733486863 0.0011847337074072477 0.0012187309537521538 0.0010092216106811038 0.0013737265978585106 0.0010813607229884295 0.0010021566381861028
leaf_count=516 250 437 430 237 84 1167
internal_value=0 0.000142419 -7.03355e-05 8.68186e-06 -0.000113998 6.36253e-05
internal_weight=0 0.00248484 0.0056512 0.00446647 0.00309274 0.00201138
internal_count=3121 953 2168 1918 1681 1597
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=7
num_cat=0
split_feature=1 0 42 48 15 16
split_gain=1.74438e-05 5.50651e-05 3.36049e-05 3.40648e-05 2.82659e-05 4.53705e-05
threshold=0.077565000000000009 0.10455500000000001 0.086375000000000021 0.086260000000000017 -0.016799999999999995 -0.081779999999999978
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.00048579016998250566 0.00023201367333675657 0.00014007833509229888 0.00034057533035140853 -0.00027260137816496107 0.00036033908643961848 -0.00034127498199891195
leaf_weight=0.0010223994334490505 0.0011254704529303234 0.0011465812159267526 0.0012187773761656428 0.0014637752923253337 0.0010069990342654678 0.0010043942797001602
leaf_count=1571 172 65 532 228 400 153
internal_value=0 -0.000154939 5.10823e-05 -2.56087e-05 8.96472e-05 -3.83358e-05
internal_weight=0 0.00216898 0.00581942 0.00460064 0.00313686 0.00212986
internal_count=3121 1636 1485 953 725 325
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=1.55711e-05 2.93928e-05 5.03474e-05 3.84992e-05 3.02655e-05
threshold=1.0000000180025095e-35 -0.067199999999999996 0.089885000000000007 0.12178000000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00047099848919129677 -0.00022809493006801978 -0.0003510407898588161 0.00028266250788595393 -0.00015202162112838821 3.8348134314314991e-06
leaf_weight=0.0010016177990424275 0.0010156232685570076 0.0014998027451943239 0.0017246036688536521 0.001435330722422684 0.001140024618203163
leaf_count=955 244 845 586 177 314
internal_value=0 3.21876e-05 -5.51989e-05 8.52168e-05 0.000222321
internal_weight=0 0.00680138 0.00465974 0.00315993 0.00214164
internal_count=3121 2877 1608 763 1269
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=6
num_cat=0
split_feature=3 3 1 2 0
split_gain=1.52301e-05 1.84191e-05 2.87884e-05 4.59711e-05 3.05171e-05
threshold=0.13524500000000003 0.083060000000000009 0.077845000000000011 0.082850000000000021 -0.070154999999999981
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00019704372014866609 0.00019563939273958399 -0.00020382249226543047 -0.00027831498699620692 0.00046275151264721246 0.00020113708857037323
leaf_weight=0.0015016682341819918 0.0012472600025605499 0.0018918434651733866 0.0010225867943297468 0.0010699367437743018 0.001019025923056143
leaf_count=1606 192 228 512 385 198
internal_value=0 -4.08939e-05 2.59219e-05 0.000133528 -3.90071e-05
internal_weight=0 0.00650506 0.00461322 0.00311155 0.00204161
internal_count=3121 2929 2701 1095 710
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=9.44755e-06 2.33883e-05 3.40321e-05 7.1309e-05 4.3224e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0120682355512657 0.0089818028617968983 -0.0153015381360478 0.0074907582554596232 0.027653037796282372 -0.018037637396892615
leaf_weight=0.001413727426642791 0.0010057005849713535 0.0010223271234745084 0.0017046993874917234 0.0010968391610946763 0.0010856440126550389
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.0014528 0.00121805 0.00605013 -0.00244162
internal_weight=0 0.00632324 0.00530091 0.00388718 0.00279034
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=6
num_cat=0
split_feature=42 43 0 2 48
split_gain=1.01011e-05 2.14306e-05 2.23465e-05 3.51841e-05 2.61859e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 0.086035000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00930928289184693 0.011250026340500173 0.01212615500110476 -0.022756341848787026 0.0034680715343619801 -0.0084534768697924478
leaf_weight=0.0010086796586978378 0.0016526690744604567 0.0015930896738497453 0.0010375595624831347 0.00100925287688839 0.0010104525545254314
leaf_count=862 1041 258 553 280 127
internal_value=0 0.0014688 -0.00200731 -0.00982547 0.00413906
internal_weight=0 0.00630302 0.00465035 0.00204681 0.00260354
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=6
num_cat=0
split_feature=457 1 0 4 2
split_gain=1.73261e-05 3.36628e-05 3.68732e-05 3.92783e-05 2.28865e-05
threshold=0.045365000000000009 0.12500000000000003 -0.060129999999999996 -0.42529999999999996 0.10005000000000001
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0003933219287711878 0.00022527131597937638 0.0002227843020460536 -0.00019339181480329095 0.00033955277707926928 -5.8773210725297964e-05
leaf_weight=0.0018027677644099627 0.0010796699417835141 0.0014493401145142066 0.001015904124948641 0.0011154566142438679 0.0013941677577320108
leaf_count=1763 289 261 177 231 400
internal_value=0 -4.21723e-05 -0.000114243 8.5527e-05 -0.000247427
internal_weight=0 0.00677764 0.0053283 0.00213136 0.00319694
internal_count=3121 2832 2571 408 2163
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=6
num_cat=0
split_feature=52 15 3 47 4
split_gain=1.64292e-05 3.10695e-05 6.84976e-05 7.3001e-05 4.95861e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.077555000000000013 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00029189526062354339 -0.00023134545889903858 -0.00017235243894605688 5.802735205916633e-05 -0.00058012591581762185 0.000356597222989427
leaf_weight=0.001261195227737575 0.0010983396286375294 0.0010337710802545571 0.0013839110307242255 0.0013728885089351914 0.0019989064334265641
leaf_count=118 501 180 792 305 1225
internal_value=0 2.64691e-05 -8.6612e-05 -0.000259774 0.00017629
internal_weight=0 0.00705067 0.00401799 0.0027568 0.00303268
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=6
num_cat=0
split_feature=43 3 16 2 4
split_gain=1.79461e-05 5.23927e-05 3.85088e-05 4.80824e-05 4.17655e-05
threshold=-0.067199999999999996 -0.075944999999999985 0.071345000000000006 0.089885000000000007 0.055260000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-8.4296381242818382e-05 -0.00024714355564049923 0.00046964015853012578 -0.00039630951800244385 0.00040939515618954562 -6.7595040291586737e-05
leaf_weight=0.0017123028762391008 0.0016838702713087863 0.0010646167397153569 0.0010854432362775567 0.0014151081709724647 0.0014079596192239261
leaf_count=977 835 376 285 376 272
internal_value=0 0.000128072 -6.47599e-05 1.509e-05 0.000171504
internal_weight=0 0.00277692 0.00559238 0.00450694 0.00282307
internal_count=3121 1353 1768 1483 648
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=6
num_cat=0
split_feature=3 3 0 3 1
split_gain=9.44495e-06 2.09149e-05 3.00342e-05 3.35063e-05 1.42833e-05
threshold=0.13524500000000003 0.083060000000000009 -0.061629999999999997 -0.13309499999999996 0.099195000000000019
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.014901786957916864 0.0081184772003399658 -0.0107043734926527 -0.0019717784739310996 0.022159512183307094 0.0017570011840295286
leaf_weight=0.0010384681791052645 0.0011918969781037859 0.0017914459379280616 0.0011618840483610532 0.0011399015039992733 0.0010204292407382674
leaf_count=1941 192 228 173 288 299
internal_value=0 -0.00160753 0.00212961 0.00997864 -0.00664537
internal_weight=0 0.00615213 0.00436068 0.00230179 0.0020589
internal_count=3121 2929 2701 461 2240
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=7
num_cat=0
split_feature=52 12 16 4 15 4
split_gain=2.06311e-05 3.39649e-05 3.59668e-05 4.33234e-05 5.81946e-05 4.23981e-05
threshold=0.11434500000000002 -0.029094999999999999 -0.004174999999999999 0.0061450000000000003 -0.11713499999999999 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00029889690478042592 -0.00025457799152291659 -0.00033916301464099801 2.0895437138933157e-05 -0.00022648932449036087 0.00036071843449391703 0.00055617190321303046
leaf_weight=0.0010202499657926403 0.0011139594803334365 0.0011891991526287973 0.0011625642500519952 0.001128441129603866 0.0015268119409704393 0.0011141400318876987
leaf_count=340 501 1194 227 117 253 489
internal_value=0 3.23232e-05 8.75296e-05 -2.81348e-05 0.000111164 0.000282841
internal_weight=0 0.00714141 0.00612116 0.00384445 0.00265525 0.0022767
internal_count=3121 2620 2280 1564 370 716
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.73763e-05 3.41682e-05 3.17041e-05 5.26851e-05 5.07025e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023408195352317976 -0.00022922224165649471 0.00032607360280315154 0.00034467156404376439 -0.00046284849281591245 0.00010349999898082983
leaf_weight=0.0010815409962384196 0.0014859106316669392 0.0013192115890919591 0.0015354604011080138 0.0011373233168093407 0.0013051947450054794
leaf_count=862 828 250 340 656 185
internal_value=0 3.35341e-05 0.00010724 1.03249e-05 -0.000160212
internal_weight=0 0.0067831 0.00529719 0.00376173 0.00244252
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=6
num_cat=0
split_feature=42 49 1 1 4
split_gain=1.01355e-05 2.43026e-05 2.61183e-05 2.45365e-05 2.34082e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 0.107145 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0034008669849132293 -0.0093701226108890978 0.0073514172645404666 0.01771502664068211 -0.018651250836558421 -0.010751839950648741
leaf_weight=0.0010093043464410954 0.0010039881674998689 0.0019337329640636116 0.0012707321673166082 0.0010089289114272567 0.0011326056582905406
leaf_count=434 630 1275 239 142 401
internal_value=0 0.00144192 0.0056603 -0.00762314 0.000664663
internal_weight=0 0.0063553 0.00433707 0.00201823 0.00306634
internal_count=3121 2491 1915 576 1676
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=1.10606e-05 1.98205e-05 2.4121e-05 4.1134e-05 4.02934e-05
threshold=-0.043469999999999995 0.088795000000000013 -0.037864999999999989 0.051320000000000005 -0.10850999999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0071271629415941284 0.0054175901587761059 -0.014854883082709342 0.02085691710126223 -0.0053274607879697398 -0.021317686083661441
leaf_weight=0.0016689145035172987 0.0012362164655028269 0.0010074108251617074 0.0011850942102460769 0.0012150860855977348 0.001036264413225625
leaf_count=425 276 813 178 946 483
internal_value=0 -0.00213278 0.000610068 0.00760113 -0.00677385
internal_weight=0 0.00568007 0.00467266 0.00240018 0.00227248
internal_count=3121 2696 1883 1124 759
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=6
num_cat=0
split_feature=2 4 49 0 15
split_gain=1.72047e-05 2.47945e-05 2.24265e-05 2.84892e-05 4.95515e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00023359102220832985 -0.00028831701025881432 0.00022680931822743883 -0.00015944505740328455 -0.00017998515827146797 0.00044859315579899898
leaf_weight=0.0010481887595999361 0.0015759994081351236 0.0011439031118417788 0.0010161531465679265 0.0019903689694115612 0.0010454387156434151
leaf_count=199 477 259 652 329 1205
internal_value=0 -3.63593e-05 -8.98493e-05 -1.26558e-05 0.000148893
internal_weight=0 0.00677186 0.00562796 0.00405196 0.00206159
internal_count=3121 2922 2663 2186 1857
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.16603e-05 2.40887e-05 2.35486e-05 3.71101e-05 4.67087e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010014339688070589 -0.010125953507337061 0.014460943527839033 0.015618253039231412 -0.022388002439668375 0.0062062762310833679
leaf_weight=0.001008434690416395 0.0013793122387852717 0.0012266116658734933 0.0014340444446829005 0.0010672895836224114 0.0012291934540254589
leaf_count=862 828 250 340 656 185
internal_value=0 0.0015628 0.00481517 0.00041787 -0.0070829
internal_weight=0 0.00633645 0.00495714 0.00352309 0.00229648
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 52
split_gain=1.9113e-05 2.19822e-05 2.41487e-05 3.73637e-05 3.38152e-05 1.18837e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10774000000000002 -0.028889999999999996 0.029970000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00024305802953587127 0.00012645268742222362 0.00020680922452479461 -0.00033908524970813463 0.00025690221741510831 -0.00013869397661645229 -0.00043891049900589572
leaf_weight=0.0010739828306852864 0.0011831696641280438 0.0011674506306088763 0.0011740480022258311 0.0013011189072171829 0.00100141779249844 0.0010265926395846049
leaf_count=199 677 259 191 391 744 660
internal_value=0 -3.8265e-05 -8.85806e-05 -2.34022e-05 -0.000136977 -0.000290666
internal_weight=0 0.0068538 0.00568635 0.0045123 0.00321118 0.00202801
internal_count=3121 2922 2663 2472 2081 1404
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=2.02081e-05 2.57737e-05 4.44062e-05 3.74556e-05 6.75401e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 -0.049749999999999996 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00025286156093063772 0.00023174638722910955 -0.00031500943717544872 0.0003890824152575592 -0.00032856572073131318 0.00031830326876056982
leaf_weight=0.0011073158846235092 0.0018357166138194235 0.001560588698615304 0.0010673389082272193 0.0014356074013355991 0.0010930628199063682
leaf_count=862 1041 668 160 204 186
internal_value=0 3.22264e-05 -3.88014e-05 8.10668e-05 -4.89451e-05
internal_weight=0 0.00699231 0.0051566 0.00359601 0.00252867
internal_count=3121 2259 1218 550 390
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=7
num_cat=0
split_feature=40 4 48 52 15 0
split_gain=1.68469e-05 3.08277e-05 7.06876e-05 5.90042e-05 4.80837e-05 6.35052e-05
threshold=-0.013874999999999998 -0.033174999999999989 0.085845000000000019 0.077655000000000016 -0.11713499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00022457668087365708 -0.00054918360018992236 -0.00012615385395688635 -0.00032313582819377176 8.65460685643752e-05 0.00071537141301741911 4.1520135632204248e-05
leaf_weight=0.0011053165157836617 0.0010987415844234724 0.001070209954857182 0.00133490381131486 0.0011475311848386188 0.0010883390396285437 0.0010627705055646342
leaf_count=329 714 195 342 691 158 692
internal_value=0 -3.64234e-05 5.62586e-05 -0.000224415 0.000213478 0.000382451
internal_weight=0 0.0068025 0.00455622 0.00224627 0.00322132 0.00215111
internal_count=3121 2792 1387 1405 1045 850
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=6
num_cat=0
split_feature=52 1 16 0 0
split_gain=1.55944e-05 4.59841e-05 2.28552e-05 4.63136e-05 1.87386e-05
threshold=-0.046924999999999988 0.10612500000000001 -0.056919999999999991 -0.11756999999999999 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.00011160911119849458 -0.00022766559217153918 0.00043544774631619379 -0.00023875216248901449 0.00040418264900423371 2.9742024866564605e-05
leaf_weight=0.0013628312217718653 0.0015558439940469683 0.0010427487015895712 0.0018854290822667491 0.0010486951639372133 0.0010075018626158104
leaf_count=681 257 272 655 1015 241
internal_value=0 0.000125524 -6.37626e-05 2.75793e-05 0.000220713
internal_weight=0 0.00240558 0.00549747 0.00361204 0.0020562
internal_count=3121 953 2168 1513 1256
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=6
num_cat=0
split_feature=159 42 47 1 16
split_gain=1.02621e-05 1.98199e-05 2.52354e-05 5.22902e-05 5.61963e-05
threshold=0.076905000000000015 0.083865000000000009 0.092165000000000011 0.11212500000000002 -0.069144999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013112112394488055 0.0092318911015152674 0.0081412961499113118 0.0082942574221686691 -0.027665968678999692 -0.016405250495562497
leaf_weight=0.0013321597417380545 0.0010285796159066806 0.001587221716357036 0.0011290520458650975 0.001047750099064364 0.0012503855670659182
leaf_count=617 527 1233 168 129 447
internal_value=0 -0.0015356 -0.0047628 -0.00882366 -0.00117925
internal_weight=0 0.00634657 0.00475935 0.0036303 0.00258255
internal_count=3121 2594 1361 1193 1064
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=6
num_cat=0
split_feature=147 3 2 1 0
split_gain=1.02617e-05 1.71818e-05 3.05271e-05 2.79588e-05 4.12222e-05
threshold=1.0000000180025095e-35 0.13524500000000003 0.11215000000000001 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.021654717972238606 0.0093795024825215085 0.0097586464928978121 -0.018745056860304424 0.0096214604692768015 0.0047381557035363238
leaf_weight=0.0010660842280281778 0.0010009424785596835 0.0011150945454442025 0.0010970074498967636 0.0017503486085940706 0.0013301125785350019
leaf_count=1006 183 168 376 489 899
internal_value=0 -0.00151356 -0.00391071 1.38518e-05 -0.00700421
internal_weight=0 0.00635865 0.00524355 0.00414655 0.0023962
internal_count=3121 2938 2770 2394 1905
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=7
num_cat=0
split_feature=52 160 3 0 0 15
split_gain=2.24404e-05 2.59059e-05 3.44237e-05 5.99427e-05 3.82357e-05 4.62879e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 -0.10607499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00031262172547567754 -0.00026456825123622829 -0.00027417856559134061 -0.00020451613603413309 0.00046896190404288959 -0.00034370312104965793 0.00036016576163575226
leaf_weight=0.0011048573088459999 0.0010972616085288007 0.0014752168218296917 0.0010593917861945724 0.0010997402763693589 0.0011758058610113965 0.0011794871401671729
leaf_count=495 501 236 151 132 1447 159
internal_value=0 3.67448e-05 -1.41438e-05 7.08299e-05 -5.73933e-05 9.29698e-05
internal_weight=0 0.0070945 0.00598964 0.00451443 0.00341468 0.00223888
internal_count=3121 2620 2125 1889 1757 310
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
num_cat=0
split_feature=42 160 1 1 3
split_gain=1.05869e-05 1.95049e-05 2.34659e-05 3.35337e-05 3.75209e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12408500000000001 0.10887500000000001 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0095392502328595016 -0.0090145532330453068 0.014833491178322234 0.018090215328180212 -0.014518917529383694 -0.0087937960874978419
leaf_weight=0.0010107460804996199 0.001384978700642049 0.0018869989683091611 0.0010006234955444874 0.0010351970307129949 0.0010439588761540276
leaf_count=862 828 968 180 166 117
internal_value=0 0.00147943 0.00440567 0.000953185 0.00641784
internal_weight=0 0.00635176 0.00496678 0.00396615 0.00293096
internal_count=3121 2259 1431 1251 1085
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=6
num_cat=0
split_feature=52 15 15 2 3
split_gain=1.07002e-05 3.71565e-05 1.88272e-05 3.79129e-05 1.84919e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.018288254240348089 -0.012037618512538758 -0.0074373135293773988 0.018978395245451266 -0.011400084176875559 0.00062411717972300123
leaf_weight=0.0011492524409414168 0.001486038996058309 0.0010977006503508472 0.0010700510743438371 0.001420518202798292 0.0011271039823417628
leaf_count=516 367 437 1127 316 358
internal_value=0 0.00572058 -0.0025611 0.00133159 0.00956296
internal_weight=0 0.00224695 0.00510371 0.00361767 0.00219716
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=6
num_cat=0
split_feature=2 2 43 3 1
split_gain=2.0228e-05 3.01294e-05 1.95972e-05 1.92783e-05 5.46625e-05
threshold=0.099185000000000009 -1.0000000180025095e-35 -0.074359999999999996 0.12178000000000001 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00019660523190925095 -8.1389303706003966e-05 -2.4532382854551347e-05 -0.00032237101516539889 -7.6345238572265718e-05 0.00054769848235836983
leaf_weight=0.0010667963163754342 0.0010916833435002287 0.0016166757853689465 0.0017895340914356164 0.0013303149707615735 0.0010340363036503734
leaf_count=199 499 832 1171 174 246
internal_value=0 -9.09494e-05 -0.000181009 0.000108774 0.000224625
internal_weight=0 0.00447301 0.00340621 0.00345603 0.00212572
internal_count=3121 2202 2003 919 745
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=6
num_cat=0
split_feature=15 150 15 16 2
split_gain=1.92513e-05 2.25128e-05 4.47223e-05 4.47344e-05 9.94051e-06
threshold=-0.24436499999999997 0.081835000000000019 -0.037864999999999989 -0.004174999999999999 0.097220000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00023409920259630381 -0.00033815377165145009 0.00016970854303083828 -0.00024391402299977946 8.0817864624751199e-05 0.000355411631628651
leaf_weight=0.0011509977517605244 0.0019332240639405216 0.0015261078137355959 0.0013246431793531195 0.0010043022819227422 0.0010233114259456195
leaf_count=253 871 397 1123 276 201
internal_value=0 -4.00744e-05 -0.000100646 3.63228e-05 0.000219402
internal_weight=0 0.00681159 0.00528548 0.00335226 0.00202761
internal_count=3121 2868 2471 1600 477
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=1.1827e-05 1.691e-05 3.55505e-05 3.45089e-05 2.16194e-05
threshold=0.27287000000000006 0.098655000000000007 0.10774000000000002 0.093175000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012327217694777688 0.0072792821121523124 -0.013318101053774048 0.01518135989604409 -0.019055893022738399 -0.0074302587057520552
leaf_weight=0.0011039104223422485 0.0017020070087151954 0.0011061487945394806 0.0012066807956466708 0.0011306190607211198 0.0011114574225755051
leaf_count=215 352 195 391 434 1534
internal_value=0 -0.00222802 0.000466502 -0.00484019 0.00241483
internal_weight=0 0.00565882 0.00455267 0.00334599 0.00221537
internal_count=3121 2769 2574 2183 1749
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=7
num_cat=0
split_feature=484 1 0 2 12 2
split_gain=1.84764e-05 2.55747e-05 2.69204e-05 2.4613e-05 2.22777e-05 1.39018e-05
threshold=0.073690000000000019 0.11588000000000001 -0.071719999999999992 0.099185000000000009 0.079890000000000017 0.11263500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-7.9451423172763929e-05 0.00024621967330391685 0.00037680248786298078 -6.7363246092294368e-05 0.0001908615308064391 -0.00043955428024623685 -0.00011997230696158734
leaf_weight=0.001471748394328246 0.0010185218660300581 0.0010022656712292532 0.0011008651140454453 0.0011290245692105309 0.0011982814126593761 0.0010846322424077747
leaf_count=240 394 156 196 338 1528 269
internal_value=0 -3.64662e-05 0.000144308 -0.000114315 -0.000241062 3.85613e-05
internal_weight=0 0.00698682 0.00210313 0.00488369 0.00267003 0.00221366
internal_count=3121 2727 352 2375 1768 607
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=6
num_cat=0
split_feature=159 43 16 151 2
split_gain=9.92626e-06 1.86882e-05 3.12569e-05 4.02202e-05 3.50115e-05
threshold=0.076905000000000015 -0.15582499999999996 -0.056919999999999991 -0.0017399999999999998 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.010132700349252706 0.0090786944053513185 -0.014974668980303973 -0.014590182774616933 -0.0030392036748347053 0.021336264681733282
leaf_weight=0.0011324824913412522 0.0010297107768826776 0.0010162219176811324 0.0018241280681691942 0.0012109217381848991 0.0011477982993464478
leaf_count=191 527 173 1052 927 251
internal_value=0 -0.0015079 -0.0040435 0.00165689 0.00882237
internal_weight=0 0.00633155 0.00519907 0.00337494 0.00235872
internal_count=3121 2594 2403 1351 1178
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=7
num_cat=0
split_feature=2 3 1 2 49 43
split_gain=2.07083e-05 2.32157e-05 4.82296e-05 1.97811e-05 2.45137e-05 2.78497e-05
threshold=0.099185000000000009 0.12178000000000001 0.10587000000000001 -1.0000000180025095e-35 -0.00064499999999999985 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.00014348249998953516 -4.4979707408860288e-05 -8.9157360547509031e-05 0.0005475360998586301 -0.00041720729448125525 0.00013483455828629707 -0.00028750835052783442
leaf_weight=0.0010778741536014197 0.0010935760131505308 0.001333575602722951 0.0010215555080559445 0.0010125960697357928 0.0013422592194090545 0.0010859013229955771
leaf_count=199 499 174 246 370 590 1043
internal_value=0 0.000113449 0.000241191 -8.83075e-05 -0.00016092 -5.4042e-05
internal_weight=0 0.00344871 0.00211513 0.00451863 0.00344076 0.00242816
internal_count=3121 919 745 2202 2003 1633
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=6
num_cat=0
split_feature=2 2 150 43 1
split_gain=1.52201e-05 2.62281e-05 2.25268e-05 3.79555e-05 3.63367e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.081835000000000019 0.05259500000000001 0.10587000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00021156014767665374 -0.00029806978420684311 -0.00032673962451234157 0.00024654933463362884 0.00027647101279986162 8.3446601353680407e-05
leaf_weight=0.0010665887038823476 0.0012432339410018691 0.0019328517215933861 0.0012694135482708572 0.0010478256771747148 0.001455618874919798
leaf_count=199 541 1495 317 319 250
internal_value=0 -4.00027e-05 1.62283e-05 -4.96764e-05 -0.000150532
internal_weight=0 0.00694894 0.00570571 0.0044363 0.00338847
internal_count=3121 2922 2381 2064 1745
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=9.73523e-06 2.51123e-05 3.00737e-05 5.89582e-05 3.45135e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011126903589663891 0.0090341415723287407 -0.015850080102802182 0.0069639832121658517 0.025470277037686478 -0.015817073168292433
leaf_weight=0.001431987694280849 0.0010207940298793926 0.0010215091751581444 0.0017132162370931969 0.0010970285050396194 0.0010869631962629603
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.0014872 0.00126591 0.00581951 -0.00187908
internal_weight=0 0.0063507 0.0053292 0.00389721 0.00280018
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=6
num_cat=0
split_feature=15 151 43 43 4
split_gain=9.33643e-06 1.85812e-05 2.44067e-05 4.3874e-05 3.73229e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.05259500000000001 -0.074359999999999996 0.0067750000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0086903392134099391 0.0092098025556985319 0.0032242979827623256 0.0093765937510980647 -0.031397461885845988 -0.0046129294271105631
leaf_weight=0.001052853101650251 0.0012921157671862953 0.0018875585772733625 0.0010425874575975321 0.001026964285780006 0.001054371257142743
leaf_count=253 516 826 357 953 216
internal_value=0 -0.0014826 -0.00423943 -0.00781622 -0.0178288
internal_weight=0 0.0063036 0.00501148 0.00396889 0.00208134
internal_count=3121 2868 2352 1995 1169
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=1.84957e-05 2.64183e-05 5.5374e-05 5.67824e-05 4.12187e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.077555000000000013 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00027833138748961829 -0.00024693014549721499 -9.6854272152608112e-05 5.83741691233173e-05 -0.00051681170504972904 0.00037845549035866945
leaf_weight=0.0011982268820634619 0.0010304235630873649 0.0012158120941595204 0.0013164669508901811 0.0013230214259925108 0.0016580669144916143
leaf_count=118 501 751 792 305 654
internal_value=0 3.52147e-05 -7.12406e-05 -0.000229933 0.000177373
internal_weight=0 0.00671159 0.00383772 0.00263949 0.00287388
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.81653e-05 3.12389e-05 3.14687e-05 4.27201e-05 2.55392e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00011311929034702141 -0.00023492452758013915 0.00025523052174931395 -0.00028603678903599581 0.00039964190926971243 -0.00028019795774932873
leaf_weight=0.0013137640306183384 0.0010533158293024644 0.0019034336092213664 0.0014270086439229432 0.0010108790074925302 0.0012280020474236338
leaf_count=576 501 558 310 248 928
internal_value=0 4.15737e-05 -4.00949e-05 5.86937e-05 -7.69039e-05
internal_weight=0 0.00688309 0.00497965 0.00355265 0.00254177
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=6
num_cat=0
split_feature=42 16 16 51 4
split_gain=1.01741e-05 2.19755e-05 4.7237e-05 2.38193e-05 5.2023e-05
threshold=-1.0000000180025095e-35 -0.004174999999999999 0.16703000000000004 0.081440000000000026 0.181285
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0093458651405788993 -0.023894083530500182 0.024096936750097234 -0.0049959393734407866 0.0099897459228627528 0.0029464885261758409
leaf_weight=0.0010099030975114255 0.0011727515888058132 0.0011085001788754896 0.0011239915794378258 0.0010671188732116659 0.0018793175226414021
leaf_count=862 886 385 380 289 319
internal_value=0 0.00145975 0.00944956 -0.00287051 -0.00736695
internal_weight=0 0.00635168 0.00223249 0.00411919 0.00305207
internal_count=3121 2259 765 1494 1205
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=6
num_cat=0
split_feature=42 49 2 1 4
split_gain=1.00836e-05 3.02021e-05 2.47522e-05 2.03859e-05 2.06669e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.090545000000000014 0.111945 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.019816003433941926 -0.0093324704662848933 0.0080737397381811463 0.0022988392878701054 0.016899828846656355 -0.0089444077639325732
leaf_weight=0.0010000213647804969 0.0010039540545444372 0.0019280630109107348 0.0010247242400303934 0.0012571916948413905 0.0011328799824350594
leaf_count=324 630 1275 252 239 401
internal_value=0 0.00145349 -0.00862368 0.00617861 0.00177518
internal_weight=0 0.00634288 0.00202475 0.00431813 0.00306094
internal_count=3121 2491 576 1915 1676
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=1.75622e-05 2.51911e-05 6.03889e-05 5.63439e-05 4.0998e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00018911992297709898 -0.00024135603550864981 -0.00010055441105225666 -0.00062911187396806807 2.5444196879988199e-05 0.00037468414487882152
leaf_weight=0.0018266567947014707 0.0010246529435017698 0.0012095421997989572 0.0010139506587890968 0.0010084918431789169 0.0016499118722538939
leaf_count=870 501 751 118 227 654
internal_value=0 3.42548e-05 -6.93074e-05 -0.000302717 0.000173659
internal_weight=0 0.00670855 0.0038491 0.00202244 0.00285945
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=6
num_cat=0
split_feature=42 160 52 4 16
split_gain=9.57468e-06 2.06938e-05 2.16736e-05 3.19951e-05 4.14962e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.053180000000000012 -0.52595999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.009081151570474873 -0.0093969623106813019 -0.011886567900851958 0.014833407576237854 -0.0065757612074943423 0.021035722401111116
leaf_weight=0.0010063888190825739 0.0013829876016915148 0.0013470374680013782 0.0014276346045777209 0.0010514881411184014 0.0011283773597181054
leaf_count=862 828 748 340 109 234
internal_value=0 0.0014187 0.00443774 0.000229733 0.00771694
internal_weight=0 0.00633753 0.00495454 0.0035269 0.00217987
internal_count=3121 2259 1431 1091 343
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=7
num_cat=0
split_feature=457 1 0 2 15 0
split_gain=2.24914e-05 3.09128e-05 3.17787e-05 3.40275e-05 2.42459e-05 1.61903e-05
threshold=0.045365000000000009 0.11588000000000001 -0.084044999999999995 0.10097500000000002 -0.10203999999999998 -0.071924999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=-0.00053411780441156326 0.00023949766565342065 0.00031985727683248087 0.00020710667713229135 -0.00025647933545999886 -0.00013293563668032208 -2.3744348079572952e-05
leaf_weight=0.0010140882153542639 0.0011538117249273649 0.0010189184480108755 0.0014475451041767269 0.001050504610613053 0.0013505000556273655 0.0010925891388458651
leaf_count=256 289 169 917 385 892 213
internal_value=0 -5.60417e-05 -0.000142065 1.21549e-05 -0.000304988 0.000142062
internal_weight=0 0.00697415 0.00486264 0.00249805 0.00236459 0.00211151
internal_count=3121 2832 2450 1302 1148 382
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=5
num_cat=0
split_feature=457 52 0 16
split_gain=1.02208e-05 2.04546e-05 3.12491e-05 6.11396e-05
threshold=0.045365000000000009 -0.081934999999999994 -0.11756999999999999 -0.056919999999999991
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0092427023050616619 0.0092462570601365857 -0.015648321979201501 0.013892045090536199 -0.013514731242293227
leaf_weight=0.0013783732448939389 0.0010224444462597557 0.001673322316327277 0.0017510368967723023 0.0015210003414958466
leaf_count=656 289 293 1251 632
internal_value=0 -0.00152999 -0.00453255 0.00115206
internal_weight=0 0.00632373 0.00494536 0.00327204
internal_count=3121 2832 2176 1883
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=6
num_cat=0
split_feature=52 47 3 1 3
split_gain=1.72659e-05 2.83758e-05 4.98215e-05 3.99477e-05 3.69359e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 0.09697500000000002 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00021889345573835681 -0.00023034418607104109 -0.00016733800473518691 -0.00018585059332241471 0.00051693135995881654 0.00030249015709976829
leaf_weight=0.0012533677880691829 0.0010385163997914922 0.0018290347260588348 0.0010691985007585561 0.0012594070351883975 0.0013439861874381745
leaf_count=234 501 370 1500 391 125
internal_value=0 4.12195e-05 0.000118658 0.000233856 8.61233e-05
internal_weight=0 0.00675499 0.00492596 0.00367259 0.00241318
internal_count=3121 2620 2250 2016 1625
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=7
num_cat=0
split_feature=52 0 2 52 0 13
split_gain=2.32648e-05 2.92759e-05 4.73891e-05 4.25972e-05 3.49529e-05 3.26167e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 -0.020999999999999994 -0.23001499999999997 0.0076650000000000008
decision_type=2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=9.7733172759081584e-05 -0.00027475492927049231 0.00030181840825452456 0.00048935653750439379 8.7133712839076823e-05 -0.00041667615553271062 -0.00035351969329128392
leaf_weight=0.0010080223744629024 0.0010599320083326874 0.0013487420968551888 0.0010435763024659369 0.0013224723478147723 0.0010234449717447993 0.0012621748043281282
leaf_count=95 501 676 441 1104 137 167
internal_value=0 3.6935e-05 0.0001179 1.93481e-05 -0.000161424 -0.000128053
internal_weight=0 0.00700843 0.00497697 0.00393339 0.00203147 0.00258465
internal_count=3121 2620 2388 1947 232 1271
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=7
num_cat=0
split_feature=42 49 4 15 0 2
split_gain=9.27254e-06 2.48014e-05 2.20133e-05 2.41775e-05 7.8228e-05 2.14085e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.24564500000000003 -0.016799999999999995 -0.014954999999999998 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.018137448534621001 -0.008942188154971718 -0.010599231712854288 0.017866759042116483 0.026871051828512068 -0.011508558221220858 0.0024023652640667321
leaf_weight=0.0010012899119017432 0.0010066910335527713 0.0010920515875456243 0.0011025723257918523 0.001063726187283258 0.0010606036392497632 0.0010288821971611278
leaf_count=324 630 632 224 883 176 252
internal_value=0 0.00138804 0.00567311 0.00149314 0.00770945 -0.00772796
internal_weight=0 0.00634913 0.00431895 0.00321638 0.00212433 0.00203017
internal_count=3121 2491 1915 1691 1059 576
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=6
num_cat=0
split_feature=147 0 2 0 12
split_gain=1.03215e-05 1.74673e-05 4.22041e-05 3.14835e-05 6.19954e-05
threshold=1.0000000180025095e-35 0.056435000000000006 0.11704500000000001 -0.13027499999999997 0.090455000000000021
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.011090325339813767 0.009409476097745062 0.0089089793867796578 -0.022085868695412368 -0.022979028148877687 0.0094347430889703994
leaf_weight=0.0016514843340791471 0.0010019120182608076 0.0012825855221698101 0.0010423127917266548 0.0011902686403829506 0.0011701639512924464
leaf_count=303 183 189 337 1296 813
internal_value=0 -0.00151328 -0.00415808 0.000499631 -0.00691018
internal_weight=0 0.00633682 0.00505423 0.00401192 0.00236043
internal_count=3121 2938 2749 2412 2109
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=6
num_cat=0
split_feature=40 4 48 52 4
split_gain=1.07041e-05 2.35247e-05 6.53992e-05 5.30888e-05 5.19994e-05
threshold=-0.013874999999999998 -0.033174999999999989 0.085845000000000019 0.077655000000000016 0.25615500000000008
decision_type=2 2 2 2 2
left_child=-1 3 4 -2 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0094276921111430545 -0.026620169712262633 0.023140075954928015 -0.016705057077440234 0.0054527854109308986 -0.0032424027547759689
leaf_weight=0.0010302354878644329 0.0010152960102539441 0.0015810610174680712 0.0012306544703722284 0.001049634437875163 0.0014163149842174056
leaf_count=329 714 800 342 691 245
internal_value=0 -0.00156818 0.00270468 -0.010317 0.0106739
internal_weight=0 0.00629296 0.00422803 0.00206493 0.00299738
internal_count=3121 2792 1387 1405 1045
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=6
num_cat=0
split_feature=2 13 13 2 3
split_gain=1.0311e-05 2.20209e-05 1.61984e-05 3.29362e-05 9.90377e-06
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 0.095270000000000007
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0025977723671999999 0.015418997988192998 0.004998613218356397 0.0060842142150538446 -0.01889431979097933 -0.0089624388937494959
leaf_weight=0.0015206826207993817 0.0011366390855875796 0.0010192169227228034 0.0012713664334402493 0.0013425737197867902 0.0010132711367001612
leaf_count=846 200 587 207 1149 132
internal_value=0 0.00427219 -0.00330898 -0.00747982 -0.00196149
internal_weight=0 0.00316913 0.00413462 0.00286326 0.00203249
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=5
num_cat=0
split_feature=457 0 1 2
split_gain=1.08648e-05 2.29802e-05 2.89023e-05 1.66539e-05
threshold=0.045365000000000009 0.041630000000000007 0.10557500000000002 0.11411
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.014395183570068582 0.0095897888536747716 0.009635188251103266 -0.0045782074385090753 0.010861063832521334
leaf_weight=0.0019159819038661275 0.0010134992916889188 0.0014176913106931747 0.0018100510899356722 0.0011378458939832153
leaf_count=2081 289 229 258 264
internal_value=0 -0.00156804 -0.00483348 0.00138113
internal_weight=0 0.00628157 0.00486388 0.0029479
internal_count=3121 2832 2603 522
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=6
num_cat=0
split_feature=52 15 15 15 2
split_gain=1.0407e-05 3.25071e-05 1.85742e-05 3.67059e-05 2.5604e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.017491783835543562 -0.011928037136277572 -0.0066873886640985564 0.016130512489915299 0.0030611957240086352 -0.017766050013153463
leaf_weight=0.001138531546396531 0.0014839228275323395 0.0010867763103435551 0.0011463917544454133 0.0014235152853274175 0.0010083881688973085
leaf_count=516 367 437 445 1187 169
internal_value=0 0.00568337 -0.00252178 0.001379 -0.00557482
internal_weight=0 0.00222531 0.00506222 0.0035783 0.0024319
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=6
num_cat=0
split_feature=2 2 150 43 1
split_gain=2.29103e-05 3.18385e-05 3.28882e-05 4.59494e-05 3.50249e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.081835000000000019 0.05259500000000001 0.10587000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00026102689221994043 -0.00032442739558974186 -0.00034654772805164285 0.0002936312539370555 0.00029158408425940556 5.5295268181488137e-05
leaf_weight=0.0011036283388592772 0.001266019482551956 0.0019281650946224352 0.0012986912556376675 0.001079741004278155 0.0014694434356086238
leaf_count=199 541 1495 317 319 250
internal_value=0 -4.28153e-05 1.89098e-05 -6.07754e-05 -0.000172753
internal_weight=0 0.00704206 0.00577604 0.00447735 0.00339761
internal_count=3121 2922 2381 2064 1745
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=5
num_cat=0
split_feature=159 3 12 2
split_gain=9.6196e-06 1.84228e-05 3.69912e-05 2.60423e-05
threshold=0.076905000000000015 0.11296500000000002 0.092355000000000007 0.096015000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.00070849342923970523 0.0089902824235948749 -0.011146871742631563 -0.010838986463540149 0.019371589767675446
leaf_weight=0.0019642460401702753 0.0010201849943755909 0.0014999771235814207 0.0015997142641384588 0.0012071710384885092
leaf_count=1324 527 175 789 306
internal_value=0 -0.00148026 0.00155879 0.00781243
internal_weight=0 0.00627111 0.00477113 0.00317142
internal_count=3121 2594 2419 1630
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=5
num_cat=0
split_feature=15 150 15 16
split_gain=1.02634e-05 2.09963e-05 5.31686e-05 3.23554e-05
threshold=-0.24436499999999997 0.081835000000000019 -0.037864999999999989 -0.004174999999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0091389197913432085 -0.01855960030893004 0.0092428650479851361 -0.0095040385474889841 0.011483759263211718
leaf_weight=0.0010488096503004883 0.0017560398489062973 0.0013975541432182312 0.0012093260516314926 0.0018709119593444189
leaf_count=253 871 397 1123 477
internal_value=0 -0.0015532 -0.00467297 0.00324378
internal_weight=0 0.00623383 0.00483628 0.00308024
internal_count=3121 2868 2471 1600
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=7
num_cat=0
split_feature=2 2 4 16 4 52
split_gain=1.85011e-05 3.09591e-05 2.22613e-05 6.95573e-05 8.23668e-05 5.93211e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.27044500000000005 -0.094359999999999986 -0.04890499999999999 0.091275000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00023862046620244141 -0.00031957790268736537 -0.00041913789325154314 0.00026819681064190257 -0.00044516540696875066 0.00058317878579994286 0.00021608684606558976
leaf_weight=0.0010641706275728918 0.0012395181985462283 0.0013068203261425784 0.0011341929916421504 0.0010021564410714356 0.0010003109346115773 0.0010877331931250203
leaf_count=199 541 374 263 648 777 319
internal_value=0 -3.94926e-05 2.32731e-05 -3.99039e-05 0.000120471 -0.000101001
internal_weight=0 0.00677073 0.00553121 0.00439702 0.0030902 0.00208989
internal_count=3121 2922 2381 2118 1744 967
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=6
num_cat=0
split_feature=3 3 2 1 15
split_gain=9.65822e-06 1.66756e-05 3.00773e-05 3.63847e-05 2.78001e-05
threshold=0.13524500000000003 0.083060000000000009 0.10222000000000002 0.077845000000000011 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.018475893346570495 0.0082768066284827618 -0.0097644660078462162 0.016429925579494284 -0.0059390547789375941 0.016474607524691227
leaf_weight=0.0010369378686131804 0.0011779294758209229 0.0017785403615149372 0.0010539275935244792 0.0012245175950575476 0.0010096497325401302
leaf_count=1305 192 228 593 306 497
internal_value=0 -0.00161345 0.00173842 -0.00299509 0.00418998
internal_weight=0 0.00610357 0.00432503 0.00327111 0.00223417
internal_count=3121 2929 2701 2108 803
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=2.13594e-05 2.42545e-05 6.10253e-05 4.78517e-05 4.55213e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00019933248117356622 -0.0002640248381572055 -0.00011313715512314145 -0.00060097412086312755 4.9284826540875598e-06 0.00038934201501903776
leaf_weight=0.0018025910662478129 0.0010266409975474757 0.0012006138830122201 0.0010017389429715139 0.0010027877117515002 0.0016400261344261494
leaf_count=870 501 751 118 227 654
internal_value=0 3.98533e-05 -6.2452e-05 -0.000297864 0.000176966
internal_weight=0 0.00664776 0.00380712 0.00200453 0.00284064
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=7
num_cat=0
split_feature=2 2 150 43 1 3
split_gain=1.51923e-05 2.66246e-05 6.2258e-05 4.99034e-05 7.7618e-05 2.86578e-05
threshold=-1.0000000180025095e-35 0.089885000000000007 0.081835000000000019 0.0047850000000000011 0.10587000000000001 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00021726382754866174 2.637361619692894e-07 -0.0005913374505392262 0.00048154299215224437 0.00030070772124463307 9.0565565634991371e-05 -0.00045338615305804834
leaf_weight=0.0010707827344676379 0.0011313266731579816 0.0011598381412920526 0.0010046736051218565 0.0010042050321019381 0.0014367591093314576 0.0010163432388856375
leaf_count=199 1256 682 225 275 246 238
internal_value=0 -3.41273e-05 4.99473e-05 -7.04739e-05 -0.000214024 -0.000214417
internal_weight=0 0.00675315 0.00460548 0.0036008 0.0025966 0.00214767
internal_count=3121 2922 1428 1203 928 1494
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=6
num_cat=0
split_feature=52 13 2 13 52
split_gain=2.36953e-05 3.82092e-05 5.67404e-05 4.28234e-05 4.46244e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.0076650000000000008 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00034163842581722042 -0.00027125801928798974 -5.2491789372684354e-05 -0.00044205470304928805 -0.00016453556581060038 0.00044819429072009238
leaf_weight=0.0013369980373809445 0.0010583766516141417 0.0012537244519111573 0.0010343377851737652 0.0018526937680681671 0.0015070694535847563
leaf_count=190 501 532 329 351 1218
internal_value=0 4.35733e-05 -2.69871e-05 6.60705e-05 0.000220824
internal_weight=0 0.00698482 0.00564783 0.00461349 0.00276079
internal_count=3121 2620 2430 2101 1750
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=5
num_cat=0
split_feature=52 13 1 15
split_gain=1.89948e-05 2.63692e-05 1.77613e-05 5.81456e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00023382651267968903 -0.00024264236708898394 0.00032988707642576736 -0.00019187910488848301 -0.00021877256861067449
leaf_weight=0.0019744207779765341 0.0010289012147054639 0.0014908626737006436 0.001762292598663737 0.0014796863167785004
leaf_count=776 501 611 250 983
internal_value=0 4.34792e-05 -3.59289e-05 5.65894e-05
internal_weight=0 0.00670726 0.00473284 0.00297055
internal_count=3121 2620 1844 1594
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=1.66711e-05 2.38497e-05 5.54e-05 5.4232e-05 3.66943e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00018048702199891938 -0.00023267710734800449 -8.8476271938288007e-05 -0.00060982452212531349 2.6333548190772226e-05 0.00035711235040548667
leaf_weight=0.0018459517761933966 0.0010399333445975916 0.0012332699108613958 0.0010158569862012421 0.0010454106990138499 0.0016763773671602433
leaf_count=870 501 751 118 227 654
internal_value=0 3.38492e-05 -6.6235e-05 -0.000287185 0.000168247
internal_weight=0 0.00681687 0.00390722 0.00206127 0.00290965
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=6
num_cat=0
split_feature=2 42 3 47 3
split_gain=2.6248e-05 2.89783e-05 5.24713e-05 3.13898e-05 5.92235e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.083924999999999986 1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00027873428077859627 0.00031076760281600229 -0.0003447194235793174 -0.00037729901446174196 -0.00036137243973827899 0.00020127330620701257
leaf_weight=0.0011059254385779827 0.0015971944173595928 0.0010614457168183567 0.0010322952562406523 0.0012896971369917997 0.0019942798076845111
leaf_count=199 991 597 823 252 259
internal_value=0 -4.64084e-05 7.13737e-06 -0.000105218 3.93557e-06
internal_weight=0 0.00697491 0.00591347 0.00431627 0.00302658
internal_count=3121 2922 2325 1334 1082
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=5
num_cat=0
split_feature=52 13 1 15
split_gain=1.56505e-05 2.2023e-05 1.7216e-05 5.23243e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00020518084018676362 -0.00022792946653148679 0.00030832627481571163 -0.00019447949631360911 -0.00021076550614234393
leaf_weight=0.0019807089172185427 0.0010310702054768276 0.0014990600646813644 0.0017646083749786939 0.0014872939043359358
leaf_count=776 501 611 250 983
internal_value=0 3.14859e-05 -4.09287e-05 4.9803e-05
internal_weight=0 0.00673167 0.00475096 0.00298635
internal_count=3121 2620 1844 1594
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=6
num_cat=0
split_feature=2 2 150 3 1
split_gain=1.31187e-05 2.05583e-05 1.653e-05 2.38034e-05 1.69864e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.081835000000000019 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.010613153793247156 -0.013843850606283009 -0.0030023546503854756 0.011525733180487276 -0.010672467478618636 0.014452489434328792
leaf_weight=0.0010034382767094034 0.0011415730422900542 0.0012495801502586201 0.0011551955326889983 0.0017836562765753293 0.0010066957814406907
leaf_count=199 541 1464 317 237 363
internal_value=0 -0.00169295 0.000977077 -0.00203925 0.00478557
internal_weight=0 0.0063367 0.00519513 0.00403993 0.00225628
internal_count=3121 2922 2381 2064 1827
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=6
num_cat=0
split_feature=42 49 1 4 2
split_gain=1.09179e-05 2.77688e-05 2.21426e-05 2.00929e-05 1.96214e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.018067075737626666 -0.0096987938563993653 0.007674922267671168 0.017291044030998536 -0.0091450523054824508 0.0016192595667632193
leaf_weight=0.0010027833981648838 0.0010037294458163119 0.0019298870523901412 0.0012487360049597378 0.0011237843136632513 0.0010225733032665871
leaf_count=324 630 1275 239 401 252
internal_value=0 0.00152741 0.00607256 0.00148499 -0.00812773
internal_weight=0 0.00632776 0.00430241 0.00305367 0.00202536
internal_count=3121 2491 1915 1676 576
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=6
num_cat=0
split_feature=52 3 12 15 1
split_gain=1.69494e-05 2.3148e-05 6.43808e-05 5.06822e-05 4.60553e-05
threshold=0.11434500000000002 -0.13309499999999996 0.097825000000000009 -0.016799999999999995 0.10920500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00017749202638174142 -0.00023585811702417603 3.8246063811762541e-05 0.00051510208784158614 0.00024151964023718991 -0.00051491140245946089
leaf_weight=0.001526427379455097 0.0010280221979195514 0.0013230696022887519 0.0011124903415566561 0.0016891912465400809 0.0010285545673577529
leaf_count=275 501 669 334 1066 276
internal_value=0 3.45939e-05 9.74145e-05 -1.75805e-05 -0.000203694
internal_weight=0 0.00667973 0.00515331 0.00404082 0.00235162
internal_count=3121 2620 2345 2011 945
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=7
num_cat=0
split_feature=52 13 15 4 52 2
split_gain=1.78842e-05 2.54769e-05 2.67701e-05 5.06443e-05 2.91624e-05 3.26381e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 0.098655000000000007 -0.087284999999999988 0.092755000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0003210549613567405 -0.00024397439181757482 0.00024862137685196888 -0.00023531826816094043 -0.00041570681618100891 0.00037068043079365468 -9.6925204106930086e-05
leaf_weight=0.0010053235932685608 0.0010329989996164784 0.0011637292323035849 0.0010089737767886788 0.0012800477518936284 0.0012972992898995432 0.0010291478701796768
leaf_count=148 501 224 610 208 1157 273
internal_value=0 3.29678e-05 -1.71466e-05 -8.41564e-05 4.3084e-05 0.000163826
internal_weight=0 0.00678452 0.0057792 0.00461547 0.00333542 0.00232645
internal_count=3121 2620 2472 2248 2040 1430
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=5
num_cat=0
split_feature=2 4 49 0
split_gain=1.33445e-05 1.86231e-05 2.09334e-05 2.67882e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.010699005198339282 -0.014238636475971215 0.010346751135460783 0.008076655261874786 -0.0087410794601941715
leaf_weight=0.0010038814376685827 0.0014790486386018391 0.0010655078425463116 0.0019219739915582363 0.0018673269423923539
leaf_count=199 477 259 1857 329
internal_value=0 -0.00171056 -0.00414911 -0.000210944
internal_weight=0 0.00633386 0.00526835 0.0037893
internal_count=3121 2922 2663 2186
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=6
num_cat=0
split_feature=2 2 150 0 52
split_gain=1.08223e-05 1.734e-05 2.96616e-05 3.87299e-05 1.02366e-05
threshold=-1.0000000180025095e-35 0.086590000000000014 0.083895000000000011 -0.13455999999999999 0.048520000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0096401817937126766 -0.009976261598713395 -0.016750714086178779 0.016834162196122986 0.012701730667979014 -0.00073779996992320168
leaf_weight=0.0010027895436056358 0.001759460609558003 0.001251322333851659 0.0010097670238136576 0.0010018348246202612 0.0013049939509384943
leaf_count=199 1071 224 288 788 551
internal_value=0 -0.00154133 0.00170762 -0.00258514 0.00509887
internal_weight=0 0.00632738 0.00456792 0.00355815 0.00230683
internal_count=3121 2922 1851 1563 1339
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=5
num_cat=0
split_feature=3 1 47 3
split_gain=1.02548e-05 4.22371e-05 3.81496e-05 5.41537e-05
threshold=-0.13309499999999996 0.12811000000000003 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.006914343177161184 -0.0088593873419046849 0.019722888506958598 -0.018936335387029567 0.015996810897263493
leaf_weight=0.0016627896170102576 0.0018701877982222372 0.0010883073856014615 0.001049056506450631 0.0016496814119995613
leaf_count=316 2026 238 344 197
internal_value=0 0.00201869 -0.00219841 0.00279014
internal_weight=0 0.00565723 0.00456893 0.00351987
internal_count=3121 2805 2567 2223
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=6
num_cat=0
split_feature=52 13 3 150 15
split_gain=1.88626e-05 3.07007e-05 1.96706e-05 3.43015e-05 5.3302e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 0.086615000000000011 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0002403840777877533 -0.00024857644374914244 0.00046290129174994754 -0.00028601466885815139 -0.00029021096869573013 -9.766380061100401e-05
leaf_weight=0.0019781526785756605 0.0010407158807608612 0.0011075570121771969 0.0010580156420740144 0.0010144318591409551 0.0015860722663888452
leaf_count=776 501 548 133 158 1005
internal_value=0 3.50369e-05 -5.01921e-05 1.70948e-05 0.000132827
internal_weight=0 0.00674423 0.00476608 0.00370806 0.00269363
internal_count=3121 2620 1844 1711 1553
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.28291e-05 2.663e-05 3.23774e-05 4.61158e-05 2.07005e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=9.9488886071529497e-05 -0.00026575564025057657 0.00024380308286853661 -0.00027822384677335296 0.00042090095772422527 -0.00025408043975355806
leaf_weight=0.0013175743492493052 0.0010511937985520281 0.0018753282801707181 0.0014408083220202395 0.0010262379777792345 0.0012318515200272736
leaf_count=576 501 558 310 248 928
internal_value=0 4.44561e-05 -3.00666e-05 6.9928e-05 -7.13515e-05
internal_weight=0 0.0068918 0.00501647 0.00357566 0.00254943
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.39695e-05 2.56293e-05 7.06724e-05 4.00395e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00020527842359358117 -0.00028175217863811837 -8.9912516199566872e-05 -0.00032653152735197434 0.00037676016285808001
leaf_weight=0.0018837284857453774 0.001033457360617108 0.0012294722037827575 0.0019606894426667989 0.0016628312300411062
leaf_count=882 501 751 333 654
internal_value=0 3.89515e-05 -6.59497e-05 0.000178385
internal_weight=0 0.00673672 0.00384442 0.0028923
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=6
num_cat=0
split_feature=52 13 3 15 13
split_gain=1.82038e-05 2.48858e-05 2.14089e-05 3.26441e-05 4.42353e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.097454999999999986 0.043850000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00022068429926690606 -0.00024181347290863492 0.00030105293304327801 -0.00028391817505373407 -0.00030404273548934231 0.00022350075871958435
leaf_weight=0.001990855745658042 0.0010432429438284431 0.0011726529815203135 0.001074396601757413 0.0015363058804384313 0.0010147299546353116
leaf_count=776 501 261 133 1137 313
internal_value=0 3.63872e-05 -4.00826e-05 3.02713e-05 -9.42008e-05
internal_weight=0 0.00678894 0.00479809 0.00372369 0.00255104
internal_count=3121 2620 1844 1711 1450
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=5
num_cat=0
split_feature=2 4 49 0
split_gain=1.01052e-05 1.68579e-05 2.00331e-05 2.49764e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0093136990222459602 -0.013695011072324079 0.0099862938102722003 0.0080312660572367783 -0.0081857430314206323
leaf_weight=0.0010033060580869856 0.0014751861192434201 0.0010654142957441503 0.0019261729299951604 0.0018733780108263845
leaf_count=199 477 259 1857 329
internal_value=0 -0.00148711 -0.00380456 3.54295e-05
internal_weight=0 0.00634015 0.00527474 0.00379955
internal_count=3121 2922 2663 2186
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=5
num_cat=0
split_feature=49 3 4 15
split_gain=9.27122e-06 2.3192e-05 4.80442e-05 6.82718e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0065520355362636666 -0.013454312942381381 -0.022696065087342811 0.018786222197214233 0.0072917557139136283
leaf_weight=0.0016644037426765193 0.0013362775065083208 0.0012749106290776695 0.0011842281190495257 0.0018767999503419798
leaf_count=425 267 836 286 1307
internal_value=0 -0.00193607 0.0016137 -0.00483873
internal_weight=0 0.00567222 0.00433594 0.00315171
internal_count=3121 2696 2429 2143
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=6
num_cat=0
split_feature=150 49 42 2 4
split_gain=9.88922e-06 3.01675e-05 2.09422e-05 3.89985e-05 1.9393e-05
threshold=0.10605000000000002 -0.026779999999999995 0.084050000000000014 0.10613000000000002 0.042705000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01671773886196503 -0.0089026556012265223 0.0022133803455312738 -0.012509635776566231 -0.010627602203355907 0.020516037302885756
leaf_weight=0.0010791467000342055 0.0010681308352330551 0.0013529214191450806 0.0013244379787808163 0.0014859312227061125 0.0010119191855341653
leaf_count=316 182 894 1198 347 184
internal_value=0 0.00150869 -0.00166274 0.00206795 0.0100451
internal_weight=0 0.00625436 0.00517521 0.00385077 0.00236484
internal_count=3121 2939 2623 1425 1078
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=6
num_cat=0
split_feature=40 2 3 47 2
split_gain=8.14516e-06 2.61116e-05 3.46191e-05 5.12968e-05 4.63736e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 0.082095000000000015 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0082641496629547138 0.003268148299832567 -0.012065476163146169 0.01768480891837465 0.016694717115448402 -0.024082357134445617
leaf_weight=0.0010235603945355758 0.0012653305865672842 0.0016712526082727905 0.0011354454111569784 0.0010001755444816259 0.0012153824971711589
leaf_count=329 605 420 173 286 1308
internal_value=0 -0.00135516 0.0025223 -0.00242362 -0.0101318
internal_weight=0 0.00628759 0.00461633 0.00348089 0.00248071
internal_count=3121 2792 2372 2199 1913
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=5
num_cat=0
split_feature=2 3 13 2
split_gain=8.98659e-06 2.32457e-05 1.53445e-05 2.95582e-05
threshold=0.099185000000000009 0.12178000000000001 0.06370000000000002 0.084245000000000014
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0023735991046742524 0.010812995300284518 -0.0067841112809236652 0.0061260396895791089 -0.017960694490902804
leaf_weight=0.0015320147249013661 0.0019395273913519657 0.0012247084191203343 0.0012588509429058109 0.0013402248650213504
leaf_count=846 745 174 207 1149
internal_value=0 0.00400209 -0.00307987 -0.00711465
internal_weight=0 0.00316424 0.00413109 0.00287224
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=5
num_cat=0
split_feature=12 4 48 2
split_gain=8.61558e-06 2.78217e-05 2.20309e-05 2.21148e-05
threshold=0.098810000000000023 0.09173000000000002 0.083985000000000018 0.096540000000000015
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0071067123882449226 -0.0066226301106751045 -0.0084425980664578522 0.016818536233960808 0.011632754585659088
leaf_weight=0.0014445081005746685 0.0015501630987913217 0.0018186823585833456 0.0013581404256289564 0.0011165046537621021
leaf_count=1476 477 450 438 280
internal_value=0 0.00177939 0.0065229 0.00106299
internal_weight=0 0.00573784 0.00391915 0.00256101
internal_count=3121 2644 2194 1756
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=8.43711e-06 2.44521e-05 2.85146e-05 5.61534e-05 2.01764e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 0.086590000000000014 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0045259912136993976 -0.0039420499320225681 -0.015771710963701471 -0.0096879285287769928 0.026161241499056267 0.015065657196535527
leaf_weight=0.0010443273850107473 0.0016173067222656381 0.0010536512122617386 0.0015021434066970632 0.001004524561547961 0.0010583906816162708
leaf_count=632 335 108 1080 676 290
internal_value=0 -0.00217598 0.00129764 0.00759168 0.00533535
internal_weight=0 0.00517763 0.00412397 0.00262183 0.00210272
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=6
num_cat=0
split_feature=160 151 2 4 13
split_gain=9.32427e-06 2.07072e-05 4.9424e-05 5.13035e-05 3.59911e-05
threshold=1.0000000180025095e-35 -0.0056149999999999993 0.10981000000000002 -0.10429499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010758824147038971 -0.0078186004739934072 -0.019036217534048539 0.020156700943253544 0.017671178868369976 -0.00745669330150489
leaf_weight=0.0011006107007065988 0.0012619940993836157 0.0011714933840180903 0.0014184018304877321 0.0012991156379757087 0.0010156430731701467
leaf_count=387 531 223 426 1300 254
internal_value=0 0.00163719 0.00441888 -0.00198415 0.00664586
internal_weight=0 0.00600526 0.00490465 0.00348625 0.00231476
internal_count=3121 2590 2203 1777 1554
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=5
num_cat=0
split_feature=52 0 3 1
split_gain=2.50154e-05 2.55399e-05 3.99275e-05 7.29495e-05
threshold=0.11434500000000002 -0.14920999999999998 -0.13309499999999996 0.095285000000000022
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00015133756763556158 -0.00028686180754311681 -0.00018041052030576943 -5.3656095647663207e-05 0.00050176015082423414
leaf_weight=0.0019963950888463823 0.0010641339323320172 0.0013230190140613874 0.0018632920204690409 0.0017755046038588685
leaf_count=232 501 220 1677 491
internal_value=0 3.59409e-05 0.000111293 0.000217352
internal_weight=0 0.00695821 0.00496182 0.0036388
internal_count=3121 2620 2388 2168
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=6
num_cat=0
split_feature=52 15 3 1 2
split_gain=1.61921e-05 3.35363e-05 5.49942e-05 5.59945e-05 3.3112e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026026342496769444 -0.00023187248341151174 0.00035205115709646998 1.7779141563045791e-06 -0.00057624144141329482 -8.3652575840198527e-05
leaf_weight=0.0011973364041640198 0.0010289005157603157 0.0018246232222270307 0.0014989272108840435 0.0011301808210527069 0.0010602812764225716
leaf_count=118 501 1175 809 288 230
internal_value=0 3.2288e-05 -8.80633e-05 -0.000246697 0.000191918
internal_weight=0 0.00671135 0.00382644 0.00262911 0.0028849
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=6
num_cat=0
split_feature=52 15 1 3 12
split_gain=1.82079e-05 3.02047e-05 5.72047e-05 3.45475e-05 2.98547e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997 0.089410000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00017599788931985412 -0.00024254350461982733 -6.2537495409621381e-05 -0.00054489673841001489 0.00037419444845898826 -6.6812108333456148e-05
leaf_weight=0.0018063417455766143 0.0010354612233392574 0.0012066156096404881 0.0010002876774138378 0.0016468122983316156 0.0010084795455346117
leaf_count=870 501 751 239 654 106
internal_value=0 3.69271e-05 -7.71983e-05 0.000189516 -0.00030488
internal_weight=0 0.00666854 0.00381511 0.00285343 0.00200877
internal_count=3121 2620 1215 1405 345
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=6
num_cat=0
split_feature=484 4 1 13 1
split_gain=1.66215e-05 2.21473e-05 5.92761e-05 4.2009e-05 3.76724e-05
threshold=0.064170000000000019 -0.080924999999999983 0.091615000000000016 -0.059629999999999996 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00014675263027635359 0.000236427891732696 -0.00051795681606004937 0.00031275681462351141 0.00014291131797191661 -0.00032648249429656734
leaf_weight=0.0018858894371140888 0.0010019716242451963 0.0010439532949008306 0.0012031982835130385 0.0011392974265054911 0.0015540404182305041
leaf_count=780 406 1154 390 225 166
internal_value=0 -3.40156e-05 -0.000103019 8.15082e-06 -0.000127926
internal_weight=0 0.00682638 0.00494049 0.00389654 0.00269334
internal_count=3121 2715 1935 781 391
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=6
num_cat=0
split_feature=0 47 2 4 13
split_gain=2.50412e-05 4.63303e-05 3.17357e-05 4.23767e-05 2.94711e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 0.11217000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-7.1335501885965114e-05 -1.1909960971329345e-05 -0.00037688649427791959 -0.00021879395617541156 0.00042886979639522946 0.00042156284237539817
leaf_weight=0.0014210898093899168 0.0015154368227014133 0.0014424770040897608 0.0012795655630447669 0.0012018834876684366 0.0010015594504669545
leaf_count=1703 308 310 388 355 57
internal_value=0 -7.66198e-05 3.43664e-05 0.000157866 0.000160577
internal_weight=0 0.00534502 0.00390254 0.00262297 0.002517
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=6
num_cat=0
split_feature=0 47 2 4 3
split_gain=1.08463e-05 2.88797e-05 3.07988e-05 3.79208e-05 2.16636e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0030614549373948669 -0.0046910043894694969 -0.015293876502317897 -0.011250541898129624 0.022000203193116654 0.014534435718737746
leaf_weight=0.0013204871082713671 0.0010978040375624609 0.0013265471101004504 0.001187139531251236 0.0011123302159514459 0.001257454340046581
leaf_count=1703 164 310 388 355 201
internal_value=0 -0.00267161 0.00195387 0.00839721 0.00557331
internal_weight=0 0.0049465 0.00361996 0.00243282 0.00235526
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=6
num_cat=0
split_feature=52 0 2 13 0
split_gain=1.72967e-05 2.38749e-05 4.10786e-05 2.43446e-05 2.74458e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10699500000000002 0.0076650000000000008 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00014476387786292242 -0.00023245998826903911 -5.4047510981378581e-05 0.00046646330972943819 -0.00016614563658005953 0.00038811723509470916
leaf_weight=0.001908844515007611 0.0010320565600144913 0.0011426635118935114 0.0010067007655524688 0.0015655593080133035 0.0010228383260795625
leaf_count=232 501 1457 456 286 189
internal_value=0 4.03769e-05 0.00011497 2.01316e-05 0.000154802
internal_weight=0 0.00664661 0.00473776 0.00373106 0.0021655
internal_count=3121 2620 2388 1932 1646
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=8.81858e-06 2.43093e-05 3.48912e-05 1.76102e-05
threshold=-0.019414999999999998 0.086380000000000012 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0063768282552179234 -0.0042188822188781918 -0.012216814825709207 0.014482322657591307 0.013116252137030455
leaf_weight=0.0018617694676196037 0.0010983992418806404 0.0016715002127124356 0.0014086348316824917 0.0012562469745371601
leaf_count=2166 164 368 222 201
internal_value=0 -0.00240642 0.00260767 0.00502973
internal_weight=0 0.0049419 0.0032704 0.00235465
internal_count=3121 2756 2388 365
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=6
num_cat=0
split_feature=484 43 3 1 0
split_gain=1.64433e-05 2.07079e-05 4.02696e-05 8.27719e-05 0.000107671
threshold=0.073690000000000019 -0.14968999999999996 -0.13309499999999996 0.094385000000000011 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00011148087421413073 0.00015514466048023611 -0.00048129138683381277 -0.00038085742789117444 -0.00031734472755364683 0.00050459787196973672
leaf_weight=0.0012988299161089695 0.0010167268479979756 0.0012035914564206647 0.001944309421519005 0.0010595964418678694 0.0014529436508192656
leaf_count=251 394 196 1639 115 526
internal_value=0 -0.000111807 -0.000163042 -7.7097e-05 0.000157966
internal_weight=0 0.00695927 0.00566044 0.00445685 0.00251254
internal_count=3121 2727 2476 2280 641
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
num_cat=0
split_feature=52 160 3 0 0 2
split_gain=1.44389e-05 2.10295e-05 2.99276e-05 5.55121e-05 3.00578e-05 1.36491e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 -0.10607499999999999 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00028753914379053922 -0.00021816733861774578 -0.0002675441490582868 0.00023794191393186875 0.00045721026694328269 -0.00032245425634890181 -8.0481868078334642e-05
leaf_weight=0.0010345815785315982 0.0010363741898606138 0.0013791822989577202 0.0010203297656129545 0.0010451129966497028 0.0011187623094487771 0.0010503006958478868
leaf_count=495 501 236 114 132 1447 196
internal_value=0 3.06586e-05 -1.66836e-05 6.50219e-05 -6.34919e-05 7.64255e-05
internal_weight=0 0.00664827 0.00561369 0.00423451 0.00318939 0.00207063
internal_count=3121 2620 2125 1889 1757 310
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=6
num_cat=0
split_feature=1 3 3 3 3
split_gain=1.93375e-05 8.5719e-05 6.93145e-05 5.69045e-05 8.41033e-05
threshold=0.094385000000000011 -0.12018999999999998 0.090900000000000009 -0.13309499999999996 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.00035063444086038217 -0.00031988652880824049 -0.00059203035158023715 7.8431354974828159e-05 0.00056130322800344227 -6.4681126747013018e-05
leaf_weight=0.001060760489360069 0.0010441872563722032 0.0014432337623626911 0.0010061228105402932 0.0014457542917899672 0.0019223919242336326
leaf_count=174 165 1915 89 488 290
internal_value=0 -0.000114978 -0.000316625 8.00353e-05 0.000204018
internal_weight=0 0.00351012 0.00244936 0.00441233 0.00336815
internal_count=3121 2178 2004 943 778
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=6
num_cat=0
split_feature=2 3 2 1 2
split_gain=2.36969e-05 2.70928e-05 3.98541e-05 3.61226e-05 2.61074e-05
threshold=-1.0000000180025095e-35 -0.10519499999999998 1.0000000180025095e-35 0.10587000000000001 0.092875000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.000272224867099901 0.00016595319823836587 -0.00045909464168443416 5.8008010363080095e-05 0.00020036222869235758 -0.00035645916143427236
leaf_weight=0.0010764241495459263 0.0017956058350880842 0.0010274722613787136 0.0010202717803663175 0.001614454595488785 0.0013674423199450264
leaf_count=199 362 512 1053 322 673
internal_value=0 -4.08041e-05 -0.000114617 -2.61802e-05 -0.000179357
internal_weight=0 0.00682525 0.00502964 0.00400217 0.00238771
internal_count=3121 2922 2560 2048 1726
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=3.15552e-05 5.17813e-05 4.72876e-05 5.14814e-05 3.37435e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.12178000000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0005245416624563889 -0.00033739731478324664 -0.00036094503868166106 0.00027223759893354386 -0.00021855239405116307 4.77536005914124e-05
leaf_weight=0.0011006211968366702 0.0010042060307352751 0.0015671499527576851 0.0018332310640348727 0.0014892291085414865 0.0011852641879556117
leaf_count=966 208 860 592 177 318
internal_value=0 3.37074e-05 -8.01813e-05 5.22504e-05 0.00027732
internal_weight=0 0.0071755 0.00488961 0.00332246 0.00228589
internal_count=3121 2913 1629 769 1284
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.76959e-05 2.73561e-05 5.09695e-05 4.90616e-05 3.36132e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026137887249061994 -0.00023819018321604056 -6.6164248246113416e-05 7.2370719245140625e-06 -0.00053310753765708932 0.00036214923024380176
leaf_weight=0.0012035802922727799 0.0010503337297868617 0.001226342829333143 0.0014989051216204553 0.0011354140821334035 0.0016552821047883136
leaf_count=118 501 751 809 288 654
internal_value=0 3.54875e-05 -7.292e-05 -0.000225656 0.00017987
internal_weight=0 0.00671952 0.0038379 0.00263432 0.00288162
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=6
num_cat=0
split_feature=160 133 16 0 2
split_gain=9.58109e-06 1.74571e-05 7.47146e-05 6.45238e-05 2.37632e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0065250000000000004 -0.10151999999999999 0.10855000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.015662426747185949 -0.007959584151457309 -0.010244315455359979 0.021872697254444847 -0.022435843856986118 -0.0052344667458699102
leaf_weight=0.0011823209219039557 0.001277076977049812 0.001037285955617734 0.0015975077090133382 0.0012490904498517474 0.0010082323976905727
leaf_count=208 531 893 430 922 137
internal_value=0 0.00156913 0.00400184 -0.0042981 0.00604434
internal_weight=0 0.00607444 0.00503715 0.00343964 0.00219055
internal_count=3121 2590 1697 1267 345
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=6
num_cat=0
split_feature=3 1 15 3 1
split_gain=1.13833e-05 3.1042e-05 3.85055e-05 3.00674e-05 1.77299e-05
threshold=-0.12018999999999998 0.094385000000000011 -0.053579999999999996 0.086245000000000016 0.099990000000000009
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.015344706078181936 -0.023132433338957425 0.012490439012889586 -0.011109303344834551 7.7885025162005133e-07 -0.0031609293588224976
leaf_weight=0.0010479825891095643 0.001111992692283157 0.0019406202705135229 0.0010739858123084707 0.0011356733643807498 0.0010232078471092351
leaf_count=190 1895 506 269 109 152
internal_value=0 -0.00254914 0.00408278 -0.011444 0.00620257
internal_weight=0 0.00526227 0.00301461 0.00224767 0.00207119
internal_count=3121 2779 775 2004 342
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=6
num_cat=0
split_feature=3 3 12 3 16
split_gain=2.72019e-05 4.67645e-05 3.67848e-05 4.89755e-05 3.20083e-05
threshold=-0.083924999999999986 -0.13309499999999996 1.0000000180025095e-35 0.083060000000000009 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-4.7240796134779434e-05 0.00036310991989303574 0.0004527531908799056 -0.0003609817767908161 3.6437064114498287e-05 -0.00040364084461988009
leaf_weight=0.0018675892666375803 0.0010874798325041526 0.0011695966226667404 0.0013920880554285694 0.0016841107552489779 0.0010204403038135876
leaf_count=316 363 820 1240 214 168
internal_value=0 0.000145303 -8.83797e-05 1.16949e-05 -0.000129606
internal_weight=0 0.00303719 0.00518412 0.00379203 0.00270455
internal_count=3121 1136 1985 745 382
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=6
num_cat=0
split_feature=15 52 4 2 16
split_gain=1.68589e-05 3.42768e-05 4.89301e-05 8.49875e-05 1.8982e-05
threshold=-0.24436499999999997 -0.088204999999999992 -0.0016099999999999997 0.10097500000000002 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.00022081548532003009 -0.00031703062003118752 0.00049590371020238227 -0.0003144427704196003 -0.00022822306255495693 8.1465635761210377e-06
leaf_weight=0.001123376507298479 0.0013592456516070533 0.0016477803205421279 0.001371129349489239 0.0010021051575910711 0.0014355352357347392
leaf_count=253 654 1334 261 212 407
internal_value=0 -3.84302e-05 3.09701e-05 0.000222061 -0.000149447
internal_weight=0 0.0068158 0.00545655 0.00264989 0.00280666
internal_count=3121 2868 2214 1546 668
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=7
num_cat=0
split_feature=52 15 1 1 0 13
split_gain=3.23366e-05 4.98287e-05 7.69663e-05 9.87671e-05 7.32203e-05 4.65443e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.094385000000000011 -0.11756999999999999 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.00026852825613276016 -0.00032728872334217155 0.00053160490190285663 -0.00074796226790616125 0.00058520432812663109 -1.9971278821926131e-05 3.5411435156870238e-05
leaf_weight=0.001032339717689222 0.0011002695207704702 0.0011651298456742674 0.0010170415615732963 0.001051796544321889 0.0011118932043509598 0.001932020940396481
leaf_count=684 501 400 105 198 228 1005
internal_value=0 3.32676e-05 -0.000105531 0.000162323 -0.000367749 0.000222076
internal_weight=0 0.00731022 0.00421307 0.00208414 0.00212893 0.00309715
internal_count=3121 2620 1215 882 333 1405
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.57896e-05 2.93422e-05 6.49088e-05 3.383e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00017718751393638665 -0.00022729399031780153 -6.5366716210084916e-05 -0.00033054384900917404 0.00036282724836521292
leaf_weight=0.0019078321511868039 0.0010487988338117003 0.0012361358431350348 0.0019651965992062469 0.0016647104814798556
leaf_count=882 501 751 333 654
internal_value=0 3.12466e-05 -8.04382e-05 0.000180361
internal_weight=0 0.00677388 0.00387303 0.00290085
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=6
num_cat=0
split_feature=52 0 3 1 2
split_gain=1.91412e-05 2.60954e-05 2.7872e-05 7.41646e-05 2.247e-05
threshold=0.11434500000000002 -0.076579999999999995 0.090900000000000009 0.094385000000000011 0.096540000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00060681182812217713 -0.00024679857836219814 1.1215934489877812e-05 0.00012872251095918182 0.00011888188901461724 0.00034829073504348361
leaf_weight=0.0010038270178195374 0.0010514305754392118 0.0015927677444072641 0.0015475955633230312 0.0011754424036860085 0.0014548524747198474
leaf_count=1395 501 380 197 204 444
internal_value=0 3.75514e-05 -7.24966e-05 -0.000215391 0.000172126
internal_weight=0 0.00677449 0.00372686 0.00217927 0.00304762
internal_count=3121 2620 1796 1599 824
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=6
num_cat=0
split_feature=2 2 3 1 1
split_gain=1.18092e-05 1.9892e-05 2.2268e-05 4.05482e-05 2.07213e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.0068900000000000012 0.077845000000000011 0.10508500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=0.010016953451012042 -0.01360355810902663 -0.003252324186354889 -0.013177768146172403 0.02305062087574615 0.0039086138652594336
leaf_weight=0.0010010649753023513 0.0011452186282326611 0.001362831643476214 0.0014888577647406938 0.001028315672619686 0.001356388137465004
leaf_count=199 541 1592 205 373 211
internal_value=0 -0.00166515 0.000945826 0.00805929 -0.00503233
internal_weight=0 0.00638161 0.00523639 0.00239115 0.00284525
internal_count=3121 2922 2381 1965 416
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=6
num_cat=0
split_feature=2 13 16 12 0
split_gain=9.57548e-06 1.6543e-05 2.69757e-05 5.57434e-05 4.52608e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0090243485523194434 -0.0028628053680554363 0.0090466710403977451 -0.016828595837597139 -0.019985164828975034 0.022703663527713497
leaf_weight=0.0010001105189951101 0.0017654621195340961 0.0012056993750198123 0.0012387586404390815 0.0010224194444190316 0.0011392771207961131
leaf_count=199 232 205 501 1533 451
internal_value=0 -0.0015005 -0.00396216 9.63467e-05 0.0071647
internal_weight=0 0.00637162 0.00516592 0.00392716 0.00290474
internal_count=3121 2922 2717 2216 683
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=9.07077e-06 2.48031e-05 2.92291e-05 2.04342e-05
threshold=-0.019414999999999998 0.086380000000000012 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0056551610579945264 -0.0048948686789109502 -0.012347039033672014 0.013338894073958846 0.01372316948424891
leaf_weight=0.0018739782752981188 0.0011057926044462513 0.0016874894575017152 0.0014271956313020664 0.0012626310884028347
leaf_count=2166 164 368 222 201
internal_value=0 -0.00248482 0.00255653 0.0050306
internal_weight=0 0.00498866 0.00330117 0.00236842
internal_count=3121 2756 2388 365
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=6
num_cat=0
split_feature=3 3 12 3 1
split_gain=1.924e-05 3.62295e-05 2.61137e-05 4.96815e-05 3.75551e-05
threshold=-0.083924999999999986 -0.13309499999999996 1.0000000180025095e-35 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-5.034219540034479e-05 -9.3613399031912845e-05 0.00039445670502196123 -0.00031134474702445485 -0.00033634578871472937 0.0003848021134797434
leaf_weight=0.0018236762630351169 0.0011895071467638624 0.0011467373466238547 0.0013459379370558957 0.0011166996440962135 0.0013431695251968055
leaf_count=316 220 820 1240 188 337
internal_value=0 0.000121374 -7.79025e-05 8.19412e-06 0.000160108
internal_weight=0 0.00297041 0.00499531 0.00364938 0.00253268
internal_count=3121 1136 1985 745 557
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=6
num_cat=0
split_feature=43 13 16 2 15
split_gain=9.68436e-06 2.8761e-05 2.49561e-05 2.59957e-05 3.26271e-05
threshold=-0.074359999999999996 -0.0062949999999999994 0.071345000000000006 0.089885000000000007 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.016964694951957477 -0.0093530031085820552 -0.0052449651067067275 -0.016617423475546161 -0.0063560252671996144 0.016837288006276936
leaf_weight=0.0011057255486875243 0.0015132092243472536 0.0012335355388146604 0.0010064563835975428 0.0010337824467012374 0.0014675731490055865
leaf_count=849 901 383 310 240 438
internal_value=0 0.00525313 -0.00253705 0.000992923 0.00725175
internal_weight=0 0.00233926 0.00502102 0.00401456 0.00250136
internal_count=3121 1232 1889 1579 678
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=7
num_cat=0
split_feature=51 52 4 52 4 15
split_gain=9.82235e-06 2.47148e-05 4.20652e-05 3.76221e-05 3.36144e-05 1.99003e-05
threshold=0.08955500000000001 -0.088204999999999992 -0.0016099999999999997 0.084735000000000019 0.24564500000000003 -0.17952999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=-0.011967570435514 -0.0088105014221093458 0.029364321649555269 -0.017448285356716019 0.0020562760408620153 0.014410320497819025 -0.005212526477573429
leaf_weight=0.0011228266344276393 0.0010910113436569269 0.0010052214390961667 0.0010494437938387943 0.0010128103769207761 0.0010260845278134909 0.0010412922419799049
leaf_count=600 409 686 396 644 221 165
internal_value=0 0.00147182 0.00441059 0.015659 -0.00287233 0.00452672
internal_weight=0 0.00625768 0.00513485 0.00201803 0.00311682 0.00206738
internal_count=3121 2712 2112 1330 782 386
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=5
num_cat=0
split_feature=1 3 2 1
split_gain=1.03148e-05 1.37824e-05 2.85074e-05 2.98172e-05
threshold=0.11588000000000001 -0.12018999999999998 0.10613000000000002 0.080000000000000016
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.005909376770234993 0.0060857059594236675 0.013635906807345947 -0.017430924268702925 -0.0083285827091356818
leaf_weight=0.0014678040272716238 0.0019955379488591799 0.001048523685028347 0.0013154683316169554 0.0015054195620872323
leaf_count=295 415 1324 380 707
internal_value=0 -0.00234138 -0.00547119 0.000688958
internal_weight=0 0.00533722 0.00386941 0.00255394
internal_count=3121 2706 2411 2031
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=6
num_cat=0
split_feature=160 52 15 2 0
split_gain=8.82516e-06 2.49389e-05 3.37106e-05 4.04591e-05 2.18288e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 -0.15026499999999995 0.093175000000000022 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0066835383387504783 0.014763581597543507 0.015592780777226423 0.012327680189056339 -0.01841442892379163 -0.0077841498419437792
leaf_weight=0.0015720657220914822 0.0010152567941192443 0.0010639701973828124 0.0011541674580255244 0.0015058467895954449 0.0010136165259544954
leaf_count=970 214 233 132 598 974
internal_value=0 0.00177092 -0.00136544 -0.00582292 0.00292375
internal_weight=0 0.00575286 0.00468889 0.00367363 0.00216778
internal_count=3121 2151 1918 1704 1106
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=5
num_cat=0
split_feature=15 12 16 4
split_gain=8.82526e-06 2.68747e-05 3.51712e-05 6.73751e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 -0.04890499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0061894364570955866 -0.018103332928992705 0.01191035390597504 -0.014339639287884948 0.017728140578959814
leaf_weight=0.0017688610864403636 0.0010839256284490965 0.0018131031834160457 0.0011922435487979218 0.0014544628169472636
leaf_count=484 296 1018 721 602
internal_value=0 0.001923 -0.00293089 0.00328279
internal_weight=0 0.00554374 0.00373063 0.00264671
internal_count=3121 2637 1619 1323
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=6
num_cat=0
split_feature=151 4 15 2 52
split_gain=1.81642e-05 3.1695e-05 3.38911e-05 4.24246e-05 3.50663e-05
threshold=-0.081519999999999981 0.40473500000000007 -0.095869999999999983 0.10097500000000002 -0.078224999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.00024913139360346036 -0.0003376595223537524 0.00030744408111532152 -0.0001039524317402752 -0.00020921550135227427 0.00034728749878543147
leaf_weight=0.0010150289192198134 0.0011179836635781086 0.0013018992157411632 0.0010287850464682315 0.0016302169890509712 0.0018577446584179215
leaf_count=415 293 265 310 493 1345
internal_value=0 3.17047e-05 -3.20047e-05 4.36509e-05 0.000186462
internal_weight=0 0.00693663 0.00563473 0.00451675 0.00288653
internal_count=3121 2706 2441 2148 1655
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=7.57813e-06 2.5426e-05 3.43739e-05 3.1254e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.098035000000000011 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0062062958284772301 -0.0024863338535245742 -0.018991740421927462 0.0062260850355106102 0.016201319386257823
leaf_weight=0.0015655369189291023 0.0017978255013649832 0.0011282437773620611 0.0010376356818576691 0.0017820249572965494
leaf_count=970 264 478 344 1065
internal_value=0 0.00164196 -0.00691031 0.00681625
internal_weight=0 0.00574573 0.00216588 0.00357985
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=6
num_cat=0
split_feature=52 160 13 2 4
split_gain=8.55181e-06 2.00524e-05 2.51502e-05 3.39699e-05 2.21953e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.10497000000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0065357562891002743 -0.014136561811093859 0.011441516226153824 -0.021865573443622721 0.010807290286663714 -0.0013046591618236306
leaf_weight=0.0015581737030895592 0.0010741743166250506 0.0015473491845386556 0.0010338439507147057 0.0010215999623494924 0.001066755221045399
leaf_count=771 825 431 738 221 135
internal_value=0 -0.00181724 0.00101667 -0.00414984 -0.011424
internal_weight=0 0.00574372 0.00466955 0.0031222 0.0021006
internal_count=3121 2350 1525 1094 873
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=1.67912e-05 2.48689e-05 6.65112e-05 4.5068e-05 3.04757e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00020086518272027852 -0.00023121923414564594 -6.1289658267936093e-05 -0.00060377394696083217 -2.1315637206535849e-05 0.00034506460415104843
leaf_weight=0.0018489988045981881 0.0010626618899222838 0.0012396064339678188 0.0010210583095806682 0.001021893403028761 0.0016595545600189318
leaf_count=870 501 751 118 227 654
internal_value=0 3.38394e-05 -6.857e-05 -0.000312426 0.000171318
internal_weight=0 0.00679111 0.00389195 0.00204295 0.00289916
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=9.2213e-06 2.56331e-05 6.1121e-05 2.35049e-05 1.46996e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.098035000000000011 0.084735000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.012456370095483636 -0.0068326872015346601 0.026010771997995008 -0.015736086704800086 0.0032992065635246027 0.0091881012069530126
leaf_weight=0.0010309821104712031 0.001566618020182522 0.0010597442481351774 0.0011706474150644877 0.0014548952371815978 0.0010187341300133754
leaf_count=554 477 735 394 335 626
internal_value=0 0.00182411 0.00495397 -0.00518804 0.0177654
internal_weight=0 0.005735 0.00470402 0.00262554 0.00207848
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=6
num_cat=0
split_feature=42 160 1 12 2
split_gain=2.05292e-05 2.50394e-05 3.13708e-05 4.54147e-05 3.76436e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12456000000000002 0.092355000000000007 0.10222000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0002508102613778056 -0.00018213655884725881 -1.4652166975055374e-05 0.00040139400274264673 -0.00030082580574825583 0.00042593011227453584
leaf_weight=0.0010805152349568003 0.001528397551586241 0.0020010115372798448 0.001078259083022357 0.0011793091994712918 0.0011883762373223277
leaf_count=862 828 628 176 401 226
internal_value=0 3.96409e-05 0.000101871 2.79441e-05 0.00014951
internal_weight=0 0.00697535 0.00544696 0.0043687 0.00318939
internal_count=3121 2259 1431 1255 854
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=5
num_cat=0
split_feature=43 43 4 15
split_gain=8.63871e-06 2.9258e-05 1.52777e-05 2.82698e-05
threshold=-0.04890499999999999 -0.13868499999999997 -0.033174999999999989 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0047016219282514588 -0.010871950246071307 0.017427898233713091 -0.0081795356945609469 0.010146564772737489
leaf_weight=0.0013866742862485547 0.0014959143771243518 0.0010497225940180944 0.0016322265385693621 0.0017381002071959457
leaf_count=321 945 1134 326 395
internal_value=0 0.00483289 -0.00246157 0.00127136
internal_weight=0 0.0024364 0.00486624 0.00337033
internal_count=3121 1455 1666 721
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=6
num_cat=0
split_feature=16 3 1 2 3
split_gain=8.53052e-06 4.54082e-05 4.89559e-05 4.4908e-05 3.25188e-05
threshold=0.0039400000000000008 -0.13309499999999996 0.094385000000000011 0.10644500000000001 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.020892916518565837 0.01551320647782857 -0.011462424220463334 0.026946216835308241 -0.0016152569766573607 -0.0069818312136463324
leaf_weight=0.0010495128332153477 0.0013255812005547969 0.0014671241912931326 0.0010598095584748615 0.0011455511616837886 0.0012473226824315188
leaf_count=172 636 1595 278 248 192
internal_value=0 -0.00254907 0.00269319 0.0121103 0.0046078
internal_weight=0 0.004722 0.00367248 0.00220536 0.0025729
internal_count=3121 2293 2121 526 828
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=6
num_cat=0
split_feature=4 0 0 0 2
split_gain=1.50083e-05 2.51845e-05 3.36975e-05 3.43421e-05 2.68728e-05
threshold=0.27287000000000006 -0.061629999999999997 -0.10607499999999999 -0.14832499999999996 0.10060500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00023936843504924289 0.00015708019372828749 0.00026372411281174872 -0.00045595665684437542 0.000234905191298913 -0.00014473471786816296
leaf_weight=0.0013276486844524906 0.0018146754063326515 0.0015417450894642532 0.0010179392580355437 0.0010521858964174418 0.001034978617928912
leaf_count=192 352 207 1890 216 264
internal_value=0 -4.65263e-05 -0.000157388 -2.96799e-05 9.96607e-05
internal_weight=0 0.0059745 0.00339777 0.00237983 0.00257672
internal_count=3121 2769 2298 408 471
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=8.07172e-06 2.52278e-05 2.07442e-05 2.33201e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0080087396633654103 -0.0083534396754662583 0.0078383262794229358 0.016441656278905051 -0.010310936500969415
leaf_weight=0.0019870402363772492 0.0010024628549265358 0.001923386607902855 0.0012538842125177857 0.0011203491939332265
leaf_count=576 630 1275 239 401
internal_value=0 0.00130899 0.00561711 0.00115788
internal_weight=0 0.00628466 0.00429762 0.00304374
internal_count=3121 2491 1915 1676
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=6
num_cat=0
split_feature=52 47 3 0 3
split_gain=2.67616e-05 2.79332e-05 4.48819e-05 4.47695e-05 2.66799e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 -0.010949999999999998 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00019575402457536905 -0.00028999774665330609 -0.00016166270044945961 -8.6682137636979987e-05 0.00058419820446844063 0.00030323528809564896
leaf_weight=0.0012816366907685865 0.0010644164775235236 0.0018482543736073132 0.0014181138046043627 0.0010009700477312945 0.001286972530482398
leaf_count=234 501 370 1696 132 188
internal_value=0 4.42391e-05 0.000120539 0.00022992 9.88251e-05
internal_weight=0 0.00683595 0.00498769 0.00370606 0.00270509
internal_count=3121 2620 2250 2016 1884
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=6
num_cat=0
split_feature=457 52 0 13 15
split_gain=1.50362e-05 2.74457e-05 4.46753e-05 3.7094e-05 2.10363e-05
threshold=0.045365000000000009 0.11434500000000002 -0.084044999999999995 -0.061684999999999997 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00033651909760994337 0.00020741113661944699 -0.00033713076987650889 0.00047907127844911773 2.0492936554488045e-05 3.2885316698462748e-06
leaf_weight=0.0013940966260097983 0.0010991229074995305 0.0010153308438518296 0.001034451022276789 0.0019690174322928387 0.0014076809014342828
leaf_count=299 289 489 461 779 804
internal_value=0 -3.97156e-05 1.23019e-05 0.000178436 -0.000165792
internal_weight=0 0.00682058 0.00580525 0.00300347 0.00280178
internal_count=3121 2832 2343 1240 1103
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=5
num_cat=0
split_feature=52 15 1 4
split_gain=1.43705e-05 2.14107e-05 6.02974e-05 3.79778e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00018254144581448967 -0.00021817431568289895 -0.00015329501695466433 -0.00030692496508068668 0.00031884163429340517
leaf_weight=0.0018931227925389482 0.0010566233191538627 0.0010021083862006266 0.0019793444407838231 0.0018911555318800791
leaf_count=882 501 180 333 1225
internal_value=0 2.7702e-05 -6.76408e-05 0.000155313
internal_weight=0 0.00676573 0.00387247 0.00289326
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=7
num_cat=0
split_feature=457 15 3 3 15 3
split_gain=9.61764e-06 2.2986e-05 3.25658e-05 7.02578e-05 5.14919e-05 2.10331e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.075944999999999985 -0.016799999999999995 0.099930000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.016490714595377109 0.0090716926953899012 -0.015206970701887736 -0.025790063460562396 0.0056059300830438464 0.022307209402670378 -0.014395196707051775
leaf_weight=0.0011001520788131132 0.0010023990584510046 0.0010213509662240338 0.0010118446752052481 0.0010283701605235691 0.0010719584097576606 0.0010757725385627925
leaf_count=200 289 1167 701 470 120 174
internal_value=0 -0.00147295 0.00117966 -0.00284247 0.00446819 -0.00461993
internal_weight=0 0.00630945 0.0052881 0.00418795 0.0031761 0.00210414
internal_count=3121 2832 1665 1465 764 644
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=9.18253e-06 1.83781e-05 2.74623e-05 3.17393e-05 1.9685e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.093175000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013116056435457059 0.0064333423445559895 -0.013669528727511582 0.014539677756648623 -0.016574775779529507 -0.0058105694143730522
leaf_weight=0.0010889774516110303 0.001690946796842693 0.0010837647027708746 0.0011041167410086148 0.001214967205511328 0.0011093204286547987
leaf_count=215 352 195 327 498 1534
internal_value=0 -0.00197487 0.000830791 -0.00360373 0.00356517
internal_weight=0 0.00560115 0.00451738 0.00341327 0.0021983
internal_count=3121 2769 2574 2247 1749
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=6
num_cat=0
split_feature=159 3 12 49 1
split_gain=8.25227e-06 1.93002e-05 3.8218e-05 2.43613e-05 2.28118e-05
threshold=0.076905000000000015 0.11296500000000002 0.092355000000000007 -0.006494999999999999 0.084525000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0038653660202052301 0.0084093250964005547 -0.011236761326159445 -0.010847041212440784 0.0040621356225777547 0.025078515664080737
leaf_weight=0.0011073602155226435 0.0010010901035526496 0.0015061122851665158 0.0016014900466276337 0.0010381992818024135 0.0010277295773207717
leaf_count=397 527 175 789 823 410
internal_value=0 -0.00136674 0.00174656 0.00810228 0.0145171
internal_weight=0 0.00628089 0.00477478 0.00317329 0.00206593
internal_count=3121 2594 2419 1630 1233
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=7
num_cat=0
split_feature=11 2 48 4 4 2
split_gain=2.51537e-05 3.38754e-05 5.07611e-05 5.98599e-05 2.96492e-05 4.7791e-05
threshold=0.076920000000000002 0.116525 0.016865000000000002 0.25615500000000008 0.053180000000000012 0.096540000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00038712293357751607 -0.00028535274193786466 0.00033498205472579193 0.00032858435175504267 -0.00050172892582970316 0.00028174193531285138 0.0001690021965388839
leaf_weight=0.0011913150371060807 0.0010449702348373849 0.0012396013356621082 0.0012513340524562743 0.0011615990577536128 0.0010822644895057084 0.0011851057297302371
leaf_count=1460 226 396 442 178 199 220
internal_value=0 4.04466e-05 -2.1735e-05 -0.000116614 1.27272e-05 -0.000109787
internal_weight=0 0.00711122 0.00587162 0.00462028 0.00345869 0.00237642
internal_count=3121 2895 2499 2057 1879 1680
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=2.89646e-05 6.4215e-05 7.51343e-05 5.86304e-05 5.29088e-05
threshold=0.078340000000000007 -0.067199999999999996 0.089885000000000007 0.12178000000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00061074186027713668 -0.00031574235323625843 -0.00044181014584156799 0.0003102868440349711 -0.00020832341855272054 2.11263920701491e-05
leaf_weight=0.001127655575539017 0.001017883700914414 0.0015813467173958354 0.0018545529290430777 0.0015291728729456596 0.001216194716858634
leaf_count=966 208 860 592 177 318
internal_value=0 3.73004e-05 -8.89764e-05 7.59166e-05 0.000304798
internal_weight=0 0.00730892 0.00496507 0.00338373 0.00234385
internal_count=3121 2913 1629 769 1284
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=5
num_cat=0
split_feature=1 2 3 2
split_gain=9.43207e-06 1.71482e-05 2.73052e-05 3.55236e-05
threshold=0.11588000000000001 0.086590000000000014 -0.097604999999999983 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.010922060726563152 0.0058511768272883104 0.013710073441168084 0.0079881820633058778 -0.015868196121920763
leaf_weight=0.0015889715087306034 0.0019875057637188014 0.0012260471671033967 0.0011917974321683758 0.0013105490714028058
leaf_count=1101 415 284 953 368
internal_value=0 -0.00222317 0.00148414 -0.00450607
internal_weight=0 0.00531737 0.00372839 0.00250235
internal_count=3121 2706 1605 1321
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=6
num_cat=0
split_feature=4 16 48 2 3
split_gain=9.4874e-06 2.1873e-05 3.15538e-05 3.03235e-05 1.24328e-05
threshold=0.24564500000000003 -0.094359999999999986 0.084170000000000009 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014362472988912531 0.013023973005883944 -0.013276898448177865 0.015770784932624717 0.0079068030860775951 -0.0017968209445133922
leaf_weight=0.0011790113487051639 0.0010927277212165742 0.001616488927299993 0.0010727848758104509 0.0011611062982050373 0.0011742580387051355
leaf_count=393 93 1444 419 439 333
internal_value=0 -0.00244486 0.00120438 -0.00442157 0.00534707
internal_weight=0 0.00502939 0.00385038 0.0027776 0.00226699
internal_count=3121 2695 2302 1883 426
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=5
num_cat=0
split_feature=3 1 15 4
split_gain=8.71124e-06 4.34154e-05 5.33759e-05 3.24207e-05
threshold=-0.13309499999999996 0.10557500000000002 -0.10653 -0.0016099999999999997
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0063688729493855279 0.0014733426154030969 0.028302803828037043 -0.00088145400281566572 -0.020048724536908043
leaf_weight=0.0016674132198069205 0.001961815015440487 0.0010845815293707086 0.0014843670744021605 0.0010881606938965048
leaf_count=316 1677 240 312 576
internal_value=0 0.00186201 0.0114398 -0.00620523
internal_weight=0 0.00561892 0.00256895 0.00304998
internal_count=3121 2805 552 2253
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=6
num_cat=0
split_feature=11 43 2 3 13
split_gain=1.39998e-05 3.97282e-05 4.48112e-05 3.15694e-05 2.93938e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 0.12178000000000001 -0.00096999999999999983
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0004932021746430087 -0.00022075636019720129 -0.00035499609019852595 0.00023766873769192668 -0.00015710432925559109 2.996924022583026e-05
leaf_weight=0.0010053029274023574 0.0010018738984816358 0.0014830602564970046 0.001716236060371098 0.0014258420020962523 0.0011060838710820373
leaf_count=959 226 855 588 177 316
internal_value=0 2.76664e-05 -7.40715e-05 5.85249e-05 0.00025053
internal_weight=0 0.00673653 0.00462514 0.00314208 0.00211139
internal_count=3121 2895 1620 765 1275
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=5
num_cat=0
split_feature=49 3 16 15
split_gain=1.01104e-05 2.13003e-05 4.2854e-05 4.95476e-05
threshold=-0.043469999999999995 -0.13309499999999996 -0.083539999999999989 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0068601638935184301 -0.013106602046065655 0.014053234015837643 -0.021233844794080876 0.0061655094531830028
leaf_weight=0.0016506625683395514 0.0013287276813299101 0.0016465942392553056 0.0012257018616175081 0.0014300031640131397
leaf_count=425 267 820 681 928
internal_value=0 -0.00203956 0.0013784 -0.00648026
internal_weight=0 0.00563103 0.0043023 0.00265571
internal_count=3121 2696 2429 1609
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=7
num_cat=0
split_feature=2 4 4 2 2 15
split_gain=2.97522e-05 2.29429e-05 2.50926e-05 4.60266e-05 3.42503e-05 2.95817e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10774000000000002 0.093175000000000022 -0.028889999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.00029933941819528691 0.00023598595254103425 0.00020403766300573613 -0.00035672455146832293 0.00027279379559211765 -0.00041485603044656352 -0.00023452709278209665
leaf_weight=0.0010927934308517196 0.0010113543507850021 0.0011520818232270604 0.001160836297544955 0.0013354607162055702 0.0012476250439067333 0.001044107889780863
leaf_count=199 488 259 191 391 434 1159
internal_value=0 -4.86971e-05 -9.89044e-05 -3.43826e-05 -0.000158576 -3.01935e-06
internal_weight=0 0.00695147 0.00579938 0.00463855 0.00330309 0.00205546
internal_count=3121 2922 2663 2472 2081 1647
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=5
num_cat=0
split_feature=49 3 4 15
split_gain=8.15395e-06 1.72822e-05 3.99171e-05 5.56696e-05
threshold=-0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0061536994541397678 -0.01180173315275513 -0.020754635449652972 0.017055993564200785 0.0063766781385062579
leaf_weight=0.0016530826496137007 0.0013289488598477381 0.0012720108404280506 0.0011645157908700037 0.0018652425138963452
leaf_count=425 267 836 286 1307
internal_value=0 -0.00183422 0.00124505 -0.00462381
internal_weight=0 0.00563072 0.00430177 0.00313725
internal_count=3121 2696 2429 2143
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=9.15114e-06 2.29827e-05 3.95624e-05 1.9164e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.019251557440660136 0.0072812406773631521 -0.011417601167827423 0.0030890218188323114 -0.012908431157434071
leaf_weight=0.0010333689124330005 0.0013889107327394647 0.0017324927841608582 0.0018673713411139136 0.0012501606153355041
leaf_count=253 279 1443 900 246
internal_value=0 -0.00174325 0.00229461 -0.00332611
internal_weight=0 0.00588339 0.0041509 0.00311753
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=6
num_cat=0
split_feature=43 3 16 15 16
split_gain=8.2911e-06 2.8048e-05 2.05235e-05 2.33738e-05 3.80863e-05
threshold=-0.067199999999999996 -0.078934999999999991 0.064860000000000015 -0.10203999999999998 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0044945358127494233 -0.0085743967440186659 0.017524164584215265 -0.015120688149991277 -0.0056411538405819611 0.019901206286758615
leaf_weight=0.0013648160762024016 0.0015560935242945819 0.0010041679049408491 0.0010032937116125351 0.0011570134008657982 0.0011782884642668932
leaf_count=886 324 467 295 232 917
internal_value=0 0.00483878 -0.00236799 0.000919955 0.00724637
internal_weight=0 0.00236898 0.00489469 0.0038914 0.0023353
internal_count=3121 1353 1768 1473 1149
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=6
num_cat=0
split_feature=42 49 15 0 12
split_gain=2.61483e-05 2.66082e-05 4.40267e-05 4.62464e-05 4.48649e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 -0.055554999999999993 -0.043914999999999989 0.090695000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00028419849337184408 0.00025720427196743547 -9.0211443718649757e-07 0.00041311544572170496 -0.00010005826116456787 -0.00052585941807097069
leaf_weight=0.0011001817876899354 0.0016668046391785105 0.0015887296136725296 0.0013114108126931739 0.0013916254837692934 0.0010328279427456017
leaf_count=862 381 533 882 230 233
internal_value=0 4.10038e-05 -2.66753e-05 0.000148914 -0.000207722
internal_weight=0 0.0069914 0.00532459 0.00270304 0.00262156
internal_count=3121 2259 1878 1112 766
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=6
num_cat=0
split_feature=13 1 3 15 49
split_gain=8.64839e-06 3.11629e-05 2.38577e-05 2.81741e-05 4.11656e-05
threshold=-0.010384999999999998 0.080000000000000016 0.10893000000000001 -1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0085227541555795913 -0.0061122450888864456 0.013476749865348232 -0.015854193477438647 -0.010407865753884969 0.021013568301739241
leaf_weight=0.0010866442092205037 0.0010694771121563863 0.0015802959631912579 0.0010539625000185876 0.0013038456298042006 0.0011731524223195593
leaf_count=1125 165 795 106 588 342
internal_value=0 0.00451306 -0.00264426 0.00128154 0.00807767
internal_weight=0 0.00266694 0.00460044 0.00354648 0.00224263
internal_count=3121 1920 1201 1095 507
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=6
num_cat=0
split_feature=52 4 15 150 0
split_gain=2.16646e-05 4.4566e-05 6.20165e-05 4.65884e-05 6.16893e-05
threshold=0.10744000000000002 -0.27825499999999997 -0.016799999999999995 0.081835000000000019 -0.10836499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00043255824821992588 0.0002259114199677088 -0.00058328573603055823 0.00031531135610595118 0.00015442464337453424 6.092966153553072e-05
leaf_weight=0.0010029243564183762 0.0012883966531396949 0.0012931172254090778 0.0018017658255504105 0.0014003237639957375 0.0010240744431150902
leaf_count=207 553 195 1172 285 709
internal_value=0 -5.23323e-05 1.67597e-05 -0.000127939 -0.000298577
internal_weight=0 0.00652221 0.00551928 0.00371752 0.00231719
internal_count=3121 2568 2361 1189 904
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=7
num_cat=0
split_feature=147 151 4 16 2 13
split_gain=1.46314e-05 2.45343e-05 4.63166e-05 3.5427e-05 2.52074e-05 3.2143e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.083995000000000014 -0.0013449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.0003173381292707398 0.00021498389730036183 -0.00039603356408871639 0.00032736600672793857 -0.00024190737011310913 0.00038721325590449759 -8.6616390563498018e-05
leaf_weight=0.0010174069104783969 0.0010213549849924092 0.0010695201524155021 0.0013691900424570485 0.0010033924921714473 0.001024910233293877 0.001188968040595952
leaf_count=412 183 392 316 563 820 435
internal_value=0 -3.70209e-05 1.3403e-05 -8.6876e-05 1.58975e-05 0.000132742
internal_weight=0 0.00667339 0.00565598 0.00428679 0.00321727 0.00221388
internal_count=3121 2938 2526 2210 1818 1255
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=8.74139e-06 2.75411e-05 3.44761e-05 4.7523e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0068045977447677292 0.0077882081631622654 -0.016022365106025421 0.012599936356593219 -0.017671141324359648
leaf_weight=0.00168936056661899 0.0011966854263084125 0.0010825046574298213 0.0018083313179963444 0.0014955916156612526
leaf_count=803 553 458 1050 257
internal_value=0 -0.0015624 0.00157241 -0.00468873
internal_weight=0 0.00607579 0.00499328 0.00318495
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=6
num_cat=0
split_feature=52 0 15 1 13
split_gain=2.06094e-05 2.81955e-05 2.9382e-05 4.92337e-05 2.70282e-05
threshold=0.11434500000000002 -0.076579999999999995 -0.11713499999999999 0.094465000000000007 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00035497734930985662 -0.00026199553519085729 0.0004080251311268087 -0.00022788785866357568 0.00031751237887209357 2.518133347606805e-05
leaf_weight=0.0010604904246722703 0.0010356880144058228 0.0011773337310420368 0.0013283659426444551 0.0012214865875948757 0.0017822058524503172
leaf_count=279 501 480 1299 218 344
internal_value=0 3.56062e-05 -8.06936e-05 3.33818e-05 0.00017748
internal_weight=0 0.00656988 0.00361034 0.00254985 0.00295954
internal_count=3121 2620 1796 1517 824
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=5
num_cat=0
split_feature=42 43 16 0
split_gain=1.51509e-05 2.34544e-05 2.47087e-05 3.15771e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.00022539298169600445 0.00022049345548962249 -0.00013343594680501373 -0.00021382636354051811 0.00026820626392868056
leaf_weight=0.0010571249725794861 0.001775564567464894 0.0014906560016428125 0.0019534975545085153 0.0015199573239723101
leaf_count=862 1041 167 508 543
internal_value=0 2.70853e-05 -4.2093e-05 6.93397e-05
internal_weight=0 0.00673968 0.00496411 0.00301061
internal_count=3121 2259 1218 710
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=6
num_cat=0
split_feature=42 1 1 13 2
split_gain=2.59192e-05 2.76514e-05 4.15574e-05 4.64542e-05 5.81754e-05
threshold=-1.0000000180025095e-35 0.12408500000000001 0.11212500000000002 -0.036034999999999991 0.093175000000000022
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00028444788570155134 -0.00017675065219290367 0.00030871251688469021 -0.00036605772940611779 0.00047723616236323947 -8.9496458888329108e-05
leaf_weight=0.0010836013825720279 0.0018576519422423324 0.0012269546023449167 0.0010603677933313394 0.0015507683374967362 0.0012639544128099001
leaf_count=862 1335 256 176 231 261
internal_value=0 4.15596e-05 -1.5618e-05 6.39123e-05 0.000222744
internal_weight=0 0.0069597 0.00573274 0.00467237 0.00281472
internal_count=3121 2259 2003 1827 492
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=7
num_cat=0
split_feature=2 52 12 15 1 4
split_gain=2.53749e-05 2.46637e-05 3.52175e-05 2.61696e-05 6.72742e-05 2.81842e-05
threshold=-1.0000000180025095e-35 0.11434500000000002 0.095110000000000014 -0.016799999999999995 0.11039500000000001 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00028161756907538676 6.9041958472180074e-05 -0.00032439221498819772 0.00028323309879089775 -0.00013341343287175656 -0.00058853933186286608 0.00031767686279758541
leaf_weight=0.0010719951619911194 0.0013835222943102059 0.0010183517012176636 0.0013575623537659554 0.0011145985877661409 0.001053706894262393 0.0010197111678674673
leaf_count=199 633 478 532 182 209 888
internal_value=0 -4.24946e-05 5.92264e-06 -7.64274e-05 -0.000215255 8.21044e-05
internal_weight=0 0.00694745 0.0059291 0.00457154 0.00243723 0.00213431
internal_count=3121 2922 2444 1912 842 1070
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.32577e-05 3.66587e-05 2.53248e-05 4.72652e-05 3.74465e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0001307385090768388 -0.00026621938572195968 0.00027546507516217208 -0.00026622836334908658 0.00040281503675767898 -0.00034450330077343455
leaf_weight=0.0013211206295416283 0.0010789923251290461 0.0018959086395815544 0.0014207165474054923 0.0010084200922225658 0.0012317786829189447
leaf_count=576 501 558 310 248 928
internal_value=0 4.34138e-05 -4.4893e-05 4.34042e-05 -9.85666e-05
internal_weight=0 0.00687794 0.00498204 0.00356132 0.0025529
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=1.03236e-05 2.07306e-05 2.88469e-05 3.1075e-05
threshold=0.27287000000000006 0.098655000000000007 0.11093500000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.004734714247017718 0.0068336527625696602 -0.014520741052505608 0.014907104523725963 -0.014429848677862372
leaf_weight=0.0019347321502394522 0.0016863795806115007 0.0010827960384331191 0.0011080958162454062 0.0015036500968809347
leaf_count=1610 352 195 327 637
internal_value=0 -0.0020858 0.000875724 -0.0036462
internal_weight=0 0.00562927 0.00454648 0.00343838
internal_count=3121 2769 2574 2247
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=7
num_cat=0
split_feature=3 48 3 12 1 4
split_gain=2.62298e-05 3.16091e-05 4.36522e-05 7.35523e-05 5.12334e-05 1.03534e-05
threshold=0.13524500000000003 -0.024949999999999996 0.097915000000000016 0.092355000000000007 0.090475000000000014 -0.14098499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00026312743613366948 0.00025087121125654714 7.7603222656883201e-05 -0.00047665451807281844 -0.00041101595559309671 0.00044562342981060255 -0.0002016170218563391
leaf_weight=0.0010210993351694496 0.0012898022955249991 0.0010283517640277086 0.0010307337813663074 0.001375803227527954 0.0012291991857692401 0.0010139926209261096
leaf_count=163 192 122 95 870 427 1252
internal_value=0 -5.44808e-05 -0.000111597 -3.06308e-05 0.000129335 -6.10253e-05
internal_weight=0 0.00669918 0.00567808 0.00464735 0.00327154 0.00204234
internal_count=3121 2929 2766 2671 1801 1374
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=7
num_cat=0
split_feature=2 13 13 4 16 1
split_gain=2.35278e-05 3.11013e-05 2.88136e-05 4.9324e-05 5.79165e-05 2.41319e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 0.11217000000000001 -0.031404999999999995 -0.074319999999999983 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=0.00026837174754850655 -6.5655473047302292e-05 -0.0005713685718693127 0.00011517061003333045 -0.00033349730918619036 0.00029056750212321447 0.00034433811958836733
leaf_weight=0.0010848046823032226 0.001050578162615925 0.0010878792413867317 0.0013125411716257691 0.0013330759225643534 0.0010011153743279522 0.0011629035183573751
leaf_count=199 560 1030 205 327 501 299
internal_value=0 -4.21186e-05 -0.000131816 -0.000226549 -6.58411e-05 0.000149744
internal_weight=0 0.00694809 0.00473461 0.00342207 0.00233419 0.00221348
internal_count=3121 2922 2063 1858 828 859
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=6
num_cat=0
split_feature=42 160 1 12 3
split_gain=2.05499e-05 2.7988e-05 3.77372e-05 4.62284e-05 3.99829e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12456000000000002 0.092355000000000007 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00025805333084657041 -0.00020269785103644794 0.00032471884771882227 0.00043575894567260322 -0.00031406569068354197 -0.00013086892709480316
leaf_weight=0.0010603435260511385 0.0014827017322148498 0.0018770774464806996 0.0010458512207829392 0.0011587656967740152 0.0012232511263882465
leaf_count=862 828 692 176 401 162
internal_value=0 3.54625e-05 0.000102027 2.00766e-05 0.000144964
internal_weight=0 0.00678765 0.00530495 0.00425909 0.00310033
internal_count=3121 2259 1431 1255 854
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=6
num_cat=0
split_feature=42 160 52 15 49
split_gain=1.95392e-05 2.74941e-05 3.04731e-05 3.93334e-05 6.54223e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.15026499999999995 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025179856810554483 -0.0002023740223013856 0.00033660328975001542 0.00033057470744826949 0.00021272998244709383 -0.00039337889498505048
leaf_weight=0.0010625701682423737 0.0014789887586689433 0.001004639896555672 0.0015568541076258127 0.0012603622004247158 0.0014989712001874645
leaf_count=862 828 164 340 243 684
internal_value=0 3.41136e-05 9.98482e-05 4.41509e-06 -0.000116531
internal_weight=0 0.00679982 0.00532083 0.00376397 0.00275933
internal_count=3121 2259 1431 1091 927
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=6
num_cat=0
split_feature=52 15 1 13 12
split_gain=1.74096e-05 2.4385e-05 4.7393e-05 3.39525e-05 2.92804e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084034999999999985 0.090545000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00016050723942485765 -0.0002373520178496679 0.00044847654150218799 -0.0005126559484680775 7.0128711185978654e-06 -3.9800117011518373e-05
leaf_weight=0.0018182225553040267 0.001056528636728212 0.0010613326860776165 0.0010067207647485501 0.0018155944476759556 0.0010071882570290755
leaf_count=870 501 400 240 1005 105
internal_value=0 3.34422e-05 -6.89824e-05 0.000169874 -0.000276173
internal_weight=0 0.00670906 0.00383213 0.00287693 0.00201391
internal_count=3121 2620 1215 1405 345
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=6
num_cat=0
split_feature=42 43 16 4 0
split_gain=2.65571e-05 3.52601e-05 3.09715e-05 3.86443e-05 2.56783e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.056919999999999991 -0.059649999999999988 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00028856531691081374 0.00026998668233641209 -0.00010110450247443745 -0.00050453141257409643 3.5705932494875138e-05 0.00025505300055886392
leaf_weight=0.0011075915729002132 0.0018547829630303336 0.0015505325085094397 0.0010140958454825265 0.0010222083955865385 0.0015626817682368368
leaf_count=862 1041 167 301 207 543
internal_value=0 3.81799e-05 -4.53136e-05 -0.000233337 7.76692e-05
internal_weight=0 0.0070043 0.00514952 0.0020363 0.00311321
internal_count=3121 2259 1218 508 710
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=6
num_cat=0
split_feature=52 16 12 13 48
split_gain=1.55213e-05 2.37626e-05 4.3807e-05 3.35961e-05 2.5986e-05
threshold=0.11434500000000002 0.0065250000000000004 0.09141500000000001 0.030370000000000005 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0095627226621418301 -0.011602008356788695 -0.0030658746665231194 0.025593844369421904 -0.01796876458095541 -0.0091858777214490657
leaf_weight=0.0019882568794670269 0.0010036788079053885 0.0011386270699463602 0.0010032667842992669 0.0010612002371889039 0.0011768368312317359
leaf_count=1383 501 369 313 233 322
internal_value=0 0.00177774 0.0103584 -0.00257095 0.00259167
internal_weight=0 0.00636819 0.00214189 0.00422629 0.00316509
internal_count=3121 2620 682 1938 1705
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=6
num_cat=0
split_feature=4 151 0 47 13
split_gain=3.02242e-05 3.48377e-05 4.82032e-05 3.76448e-05 3.89942e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.14794999999999997 0.092165000000000011 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00026390891083846789 0.0002149924104985532 -0.00051825118331069698 8.9059269679671134e-05 0.00023602766950197847 -0.00036067174414142834
leaf_weight=0.0010241261653988702 0.0018939599798768964 0.0010028990120166531 0.0013276481325375661 0.0013121993069416253 0.0016781536889061918
leaf_count=456 352 154 503 219 1437
internal_value=0 -6.7263e-05 -0.000131004 -4.10625e-05 -0.000162028
internal_weight=0 0.00634503 0.0053209 0.004318 0.0030058
internal_count=3121 2769 2313 2159 1940
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=7
num_cat=0
split_feature=42 160 1 47 15 0
split_gain=3.04905e-05 4.06116e-05 2.98792e-05 3.66446e-05 2.58512e-05 1.76567e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12456000000000002 0.077555000000000013 -0.033689999999999991 0.0059850000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00030525945786113041 -0.00023762388696729566 0.00039504337030602481 0.00042116082327913861 -0.00025142884320449531 0.00021388867541812193 -0.00014926080605549507
leaf_weight=0.0010942680556557836 0.0015065700053752129 0.0011573154267604364 0.001062439870520451 0.0011187082194762067 0.001009979976800694 0.0010498016919660569
leaf_count=862 828 357 176 182 594 122
internal_value=0 4.70258e-05 0.000126467 5.4256e-05 0.000160554 2.88036e-05
internal_weight=0 0.00690482 0.00539825 0.00433581 0.0032171 0.00205978
internal_count=3121 2259 1431 1255 1073 716
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=2.62102e-05 2.38041e-05 3.6514e-05 2.93031e-05 2.66949e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00027916621868592355 0.00029269350272768469 -0.00024924844690268634 0.00034790871355061407 0.0002162131229287576 -0.00017824531393700351
leaf_weight=0.0011034843053555326 0.0012370054422726345 0.0016861204104590211 0.0012210135287689314 0.001113372814356965 0.0016184323258622458
leaf_count=862 448 820 322 149 520
internal_value=0 4.63718e-05 -7.66347e-06 9.53874e-05 -1.74801e-05
internal_weight=0 0.00687594 0.00563894 0.00395282 0.00273181
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=6
num_cat=0
split_feature=42 160 43 4 1
split_gain=1.34791e-05 2.50304e-05 2.34667e-05 3.75533e-05 2.72648e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.090840000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.010782330682953117 -0.010201566537763589 0.017010271680937529 0.0035788258043067608 0.014472742652864939 -0.017650825702266542
leaf_weight=0.0010083867768184403 0.0013917743099486051 0.0012214489007111389 0.0012926226835547449 0.0013445276755534438 0.0011371116501116428
leaf_count=862 828 482 466 180 303
internal_value=0 0.0016584 0.00496252 0.00106355 -0.00635662
internal_weight=0 0.00638749 0.00499571 0.00377426 0.00242973
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=6
num_cat=0
split_feature=42 43 16 1 15
split_gain=2.50552e-05 2.95794e-05 3.80259e-05 2.16058e-05 3.74197e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.071345000000000006 0.094465000000000007 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00028450031607558501 0.00025912712817338478 -0.00014613236021234036 -0.00037715464989367196 -0.00010507871243558162 0.00035928999141516637
leaf_weight=0.0010697876934570322 0.0017394680931443821 0.0014527885279443237 0.0010127846692570301 0.0012122115506289085 0.001483816684275771
leaf_count=862 903 701 255 156 244
internal_value=0 3.79956e-05 -3.65261e-05 4.66262e-05 0.000150497
internal_weight=0 0.00690107 0.0051616 0.00414882 0.00269603
internal_count=3121 2259 1356 1101 400
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.1025e-05 2.88774e-05 2.99832e-05 5.54129e-05 2.14908e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.4313102015763517e-05 -0.00025606386321978011 0.00024218111331931208 -0.00028142825400386093 0.00044378560750412853 -0.00028318615243341484
leaf_weight=0.0013423692293627353 0.0010945741367464684 0.0019017928970324061 0.0014319419305614126 0.0010091811872036676 0.0012470971074301168
leaf_count=576 501 558 310 248 928
internal_value=0 3.63576e-05 -4.14532e-05 5.40356e-05 -9.78599e-05
internal_weight=0 0.00693238 0.00503059 0.00359865 0.00258947
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=6
num_cat=0
split_feature=1 42 16 13 4
split_gain=1.65081e-05 3.42659e-05 4.53614e-05 3.1622e-05 5.04467e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0069799999999999992 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00037260560856245957 0.00018400362600258833 -0.00026635610488092348 0.00021147283661793239 -0.00046114911556549706 0.00012719882302943364
leaf_weight=0.0012147026458248682 0.0015092308810301953 0.0018815630491398781 0.0010479681579865724 0.0012637957651724383 0.0010065643733333136
leaf_count=160 279 1443 437 668 134
internal_value=0 -4.39168e-05 4.84129e-05 -7.02606e-05 -0.000200305
internal_weight=0 0.00641459 0.00453303 0.00331833 0.00227036
internal_count=3121 2842 1399 1239 802
is_linear=0
shrinkage=0.00196078


Tree=9108
num_leaves=6
num_cat=0
split_feature=52 0 15 1 13
split_gain=1.14599e-05 2.1685e-05 2.93348e-05 4.93445e-05 2.25912e-05
threshold=0.11434500000000002 -0.076579999999999995 -0.11713499999999999 0.094465000000000007 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.017855696066877449 -0.009945444658018417 0.018872855460229418 -0.011365705351015153 0.016819405968325627 0.00076958374267898765
leaf_weight=0.0010383185069035559 0.0010090776063204155 0.0011434856792159448 0.0012949350873524659 0.0011937916245572781 0.0017355899567646129
leaf_count=279 501 480 1299 218 344
internal_value=0 0.00152005 -0.00373652 0.00215412 0.00795968
internal_weight=0 0.00640612 0.00352705 0.00248873 0.00287908
internal_count=3121 2620 1796 1517 824
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=6
num_cat=0
split_feature=3 1 3 3 1
split_gain=1.66938e-05 4.15987e-05 3.06939e-05 2.76173e-05 1.93836e-05
threshold=-0.12018999999999998 0.10557500000000002 0.12178000000000001 -0.0063699999999999989 0.093100000000000002
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
leaf_value=0.00033290800196408577 -0.00047036495716356512 0.00028784132568990365 -0.00014534946980496879 -7.8529290556982235e-05 -3.405435510424629e-05
leaf_weight=0.0010596983288078945 0.0010650847231002247 0.0016249999975341753 0.0010258552617963199 0.0019719811997189552 0.0011583463110810682
leaf_count=169 1952 366 184 277 173
internal_value=0 -5.92839e-05 0.000120201 -0.000215944 0.000141266
internal_weight=0 0.00568792 0.00265086 0.00303707 0.00221804
internal_count=3121 2779 550 2229 342
is_linear=0
shrinkage=0.00196078


Tree=9110
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.14788e-05 2.57464e-05 4.10563e-05 2.792e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018557724381248402 0.0080762166589342758 -0.012087151364665101 0.0062420831501468514 -0.012760461578931926
leaf_weight=0.0011348332917504996 0.0014114609295222081 0.0017665917044705779 0.0014816160121283294 0.0016171064860865053
leaf_count=160 279 1443 488 751
internal_value=0 -0.00194658 0.0022849 -0.00367463
internal_weight=0 0.00600015 0.00423356 0.00309872
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=5
num_cat=0
split_feature=42 43 16 0
split_gain=1.22937e-05 2.04837e-05 2.53075e-05 3.23402e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.01030794348275146 0.01138842893816064 -0.0064278098871053541 -0.010622332549350534 0.014731782722836274
leaf_weight=0.0010063280915214162 0.0015980101375292132 0.0014356520442045059 0.0019077942234574049 0.0014537345769731324
leaf_count=862 903 168 625 563
internal_value=0 0.00158269 -0.00168374 0.0042182
internal_weight=0 0.00639519 0.00479718 0.00288939
internal_count=3121 2259 1356 731
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=1.08205e-05 2.52369e-05 2.77273e-05 4.08879e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0062784895661729071 0.0086306977554321696 -0.015413884917902194 0.011076330936626549 -0.016215584200663092
leaf_weight=0.001718309539968241 0.0012069567249788629 0.0011053739138542941 0.0018367879043508766 0.0015255004841300489
leaf_count=803 553 458 1050 257
internal_value=0 -0.0017203 0.00125898 -0.00430003
internal_weight=0 0.00618597 0.0050806 0.00324381
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=6
num_cat=0
split_feature=52 16 52 13 2
split_gain=1.13312e-05 2.23026e-05 3.34473e-05 3.0546e-05 2.17578e-05
threshold=0.11434500000000002 0.0065250000000000004 -0.087769999999999987 0.030370000000000005 0.10672500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0087129139339921866 -0.0099085651497538736 -0.003494734246785914 0.021538116164523103 -0.017379407413743258 -0.008334624581620825
leaf_weight=0.0019672279287029542 0.0010029771068228496 0.0010023094743463886 0.001141771838469827 0.0010600527911090135 0.0012086474127254239
leaf_count=1443 501 495 187 233 262
internal_value=0 0.00152545 0.00983583 -0.00268098 0.00222511
internal_weight=0 0.00638001 0.00214408 0.00423593 0.00317588
internal_count=3121 2620 682 1938 1705
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=5
num_cat=0
split_feature=1 42 2 3
split_gain=1.39809e-05 1.79796e-05 2.31093e-05 1.70207e-05
threshold=0.11588000000000001 0.075730000000000006 0.089775000000000008 0.088060000000000013
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.011420789564477375 0.0071272371388415787 -0.012108494596209022 0.015906785454038772 -0.00024528393568029665
leaf_weight=0.0010997067656260797 0.0019939453348209067 0.0014689837473389131 0.0010303260351354759 0.0017786847745336724
leaf_count=672 415 1368 487 179
internal_value=0 -0.00267657 0.000868155 0.00567919
internal_weight=0 0.0053777 0.00390872 0.00280901
internal_count=3121 2706 1338 666
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=5
num_cat=0
split_feature=4 52 2 52
split_gain=1.1959e-05 1.71464e-05 6.98204e-05 4.61788e-05
threshold=0.27287000000000006 0.10744000000000002 0.10097500000000002 -0.066844999999999988
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.010898726281689881 0.0073308774753627253 0.0096087359507583073 -0.024454623202801999 0.012851340133469275
leaf_weight=0.001415839512323655 0.0017009761523399903 0.0010059919299629958 0.0013009439536365523 0.0019410461782318367
leaf_count=546 352 487 481 1255
internal_value=0 -0.00223058 -0.00478762 0.00283423
internal_weight=0 0.00566382 0.00465783 0.00335689
internal_count=3121 2769 2282 1801
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.16259e-05 2.28686e-05 3.53495e-05 2.04633e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018080415154689083 0.0081685861544472504 -0.011541534874380463 -0.011201683236063928 0.0048979046186207846
leaf_weight=0.0010365687893764347 0.001402641531189029 0.0017537238304312294 0.0015889463347349092 0.0015691333785771099
leaf_count=253 279 1443 785 361
internal_value=0 -0.00195221 0.00205695 -0.00320239
internal_weight=0 0.00594837 0.00419465 0.00315808
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=7
num_cat=0
split_feature=484 1 12 2 12 48
split_gain=2.57692e-05 2.67932e-05 5.65908e-05 5.17041e-05 3.97235e-05 3.63804e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 0.086590000000000014 0.078300000000000008 0.016865000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00033475585146277317 0.00029057854533560572 0.00019337879389034416 -0.00052291877577893104 -0.00026094107909970237 0.00044548778365091868 0.00024546794872999455
leaf_weight=0.0013356751876786419 0.0010273332914222848 0.0014711990091804883 0.0010144120293781407 0.0011658380831710527 0.0010132176757620334 0.0010248780281854331
leaf_count=967 394 232 387 212 758 171
internal_value=0 -4.18984e-05 -0.000104221 -1.06594e-05 0.000124452 -2.40288e-05
internal_weight=0 0.00702522 0.00555402 0.00453961 0.00320393 0.00219072
internal_count=3121 2727 2495 2108 1141 383
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=1.21081e-05 1.9481e-05 2.73319e-05 4.32894e-05 2.0274e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.10151999999999999 -0.116045 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.010202401848898637 0.011195348952693772 -0.0052645270183314221 0.0036744783432725819 -0.024878261096352737 0.012559386183625896
leaf_weight=0.0010075078217852244 0.0015864499088375176 0.0010859291161074759 0.0011062960247195382 0.0010210751066763077 0.0015477003012708749
leaf_count=862 903 146 144 825 241
internal_value=0 0.00159822 -0.00159972 -0.01003 0.00521002
internal_weight=0 0.00634745 0.004761 0.00212737 0.00263363
internal_count=3121 2259 1356 969 387
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=6
num_cat=0
split_feature=13 1 4 47 0
split_gain=2.1645e-05 3.00323e-05 4.28977e-05 4.67766e-05 2.95209e-05
threshold=0.11217000000000001 1.0000000180025095e-35 -0.033174999999999989 0.086380000000000012 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00029166097932822009 0.00020169351911677883 -0.00032842854649566211 9.5892720924882965e-05 -0.00017307677194618821 0.00052921702824956806
leaf_weight=0.0014808031200751609 0.0017030454053580477 0.0010236883418278998 0.0013931198526223028 0.0013247738604080738 0.0010677232624361555
leaf_count=1500 217 594 155 218 437
internal_value=0 -4.74938e-05 2.76862e-05 0.000123985 0.000283906
internal_weight=0 0.00629011 0.00480931 0.00378562 0.00246084
internal_count=3121 2904 1404 810 592
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=6
num_cat=0
split_feature=11 13 12 2 16
split_gain=1.75798e-05 3.20783e-05 2.90255e-05 4.80452e-05 2.43389e-05
threshold=0.076920000000000002 -0.084034999999999985 0.051320000000000005 0.11215000000000001 -0.040964999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025662488825135095 -0.00024625721464852177 1.7918558546120861e-05 -0.00028054857368088685 -0.00029432796285609389 0.0004082593997725271
leaf_weight=0.0017767600918715369 0.0010175577834623207 0.0013326662646033932 0.0014803192491401719 0.0011030456882093398 0.001139084318990125
leaf_count=849 226 178 1446 180 242
internal_value=0 2.99952e-05 -4.96601e-05 4.59506e-05 0.000197804
internal_weight=0 0.00683188 0.00505512 0.0035748 0.00247175
internal_count=3121 2895 2046 600 420
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=6
num_cat=0
split_feature=42 3 42 16 1
split_gain=2.17876e-05 2.27308e-05 3.75388e-05 3.49102e-05 3.16603e-05
threshold=-1.0000000180025095e-35 -0.10831999999999999 0.075730000000000006 -0.25582999999999995 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.00025620681770126914 0.00045707056406137537 -0.00031385596371299681 -5.8936189413489423e-05 -0.00011289912290024661 0.00026648360924694269
leaf_weight=0.001078951446064947 0.0011286271347232782 0.0012502271313048945 0.0010429048143212297 0.0017588953382449454 0.0016289201293669575
leaf_count=862 155 284 140 1222 458
internal_value=0 4.36898e-05 0.000209252 -3.38264e-05 6.95146e-05
internal_weight=0 0.00680957 0.00217153 0.00463804 0.00338782
internal_count=3121 2259 295 1964 1680
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=6
num_cat=0
split_feature=3 0 0 43 3
split_gain=1.22031e-05 1.80498e-05 4.50015e-05 2.69158e-05 1.82936e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.060129999999999996 -0.035139999999999991 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0078828782129209077 0.009241391883874411 -0.0042912760248065675 0.011032740785054894 -0.026902830673031505 -0.0059667241217642754
leaf_weight=0.0014674247953218615 0.0011939701082280237 0.0010443388430802149 0.0015229244801289203 0.0010615519549906245 0.0010833539529363908
leaf_count=173 192 1255 195 977 329
internal_value=0 -0.00180187 -0.00481781 -0.0156895 0.00396656
internal_weight=0 0.00617959 0.00471217 0.00210589 0.00260628
internal_count=3121 2929 2756 2232 524
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=6
num_cat=0
split_feature=484 1 4 150 15
split_gain=2.28781e-05 2.05626e-05 2.23363e-05 6.35929e-05 4.17632e-05
threshold=0.073690000000000019 0.12500000000000003 -0.080924999999999983 0.076925000000000007 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=8.5227576036160966e-05 0.00027087504007964925 0.00016400199986093254 -0.00010843685672092856 0.00016415423295203577 -0.0006221758178453755
leaf_weight=0.0017507074528580698 0.0010261348699152507 0.0014615064001873646 0.0011915161630549631 0.0013166691384190062 0.001243060105055156
leaf_count=761 394 232 260 278 1196
internal_value=0 -4.27332e-05 -9.76491e-05 -0.000182998 -0.000370745
internal_weight=0 0.00696346 0.00550195 0.00375125 0.00243458
internal_count=3121 2727 2495 1734 1456
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=6
num_cat=0
split_feature=52 13 43 1 4
split_gain=1.1882e-05 2.21102e-05 1.95282e-05 8.73556e-05 2.04242e-05
threshold=0.11434500000000002 -0.15078499999999997 -0.04890499999999999 0.11181500000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013549544194855885 -0.010131301217818765 0.0066713166596417744 -0.004337612360385921 -0.030033760308881503 0.015022078138207804
leaf_weight=0.0012418889127591296 0.0010031701833670475 0.0019151925702711224 0.0010984718757302433 0.0010333337120059555 0.0010814221953667257
leaf_count=190 501 1135 953 111 231
internal_value=0 0.00157755 -0.00132157 -0.0060856 0.00526652
internal_weight=0 0.00637031 0.00512842 0.00321323 0.00217989
internal_count=3121 2620 2430 1295 1184
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=5
num_cat=0
split_feature=1 42 16 52
split_gain=1.22697e-05 2.20459e-05 2.81406e-05 3.04211e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.049749999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.015489136872395027 0.0084041309339314054 -0.011396249577998379 0.0073667717380713135 -0.012542022246244459
leaf_weight=0.0011230420187439498 0.0014012438532500244 0.001758389189632766 0.001473093238902354 0.0016023889650940964
leaf_count=160 279 1443 488 751
internal_value=0 -0.00199589 0.00194109 -0.00300612
internal_weight=0 0.00595691 0.00419852 0.00307548
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
num_cat=0
split_feature=42 16 4 51 4
split_gain=1.03668e-05 1.88344e-05 3.41474e-05 2.62002e-05 7.16201e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 -0.10429499999999998 0.081440000000000026 0.181285
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0094366066822146599 -0.029053267712871048 -0.003225656917706684 0.020657355321276365 0.010546624600847586 0.0039618249247379113
leaf_weight=0.0010075254485003432 0.0010183626094505895 0.0012216951981602368 0.0011738949693713208 0.0010758193113726989 0.0018520362521118158
leaf_count=862 774 259 619 288 319
internal_value=0 0.00148313 0.00847758 -0.00276291 -0.0077513
internal_weight=0 0.00634181 0.00239559 0.00394622 0.0028704
internal_count=3121 2259 878 1381 1093
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=5
num_cat=0
split_feature=52 1 47 150
split_gain=9.48559e-06 2.24669e-05 4.64804e-05 4.67087e-05
threshold=0.10744000000000002 1.0000000180025095e-35 0.077555000000000013 0.087380000000000013
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011703356321300389 0.0081428973820741619 0.020425864176985317 -0.011757237646386979 -0.0050743208506226246
leaf_weight=0.0016200024009497662 0.0011937646791936023 0.0016741046673272373 0.0015880084196996033 0.0012581406793630251
leaf_count=1317 553 769 274 208
internal_value=0 -0.00159916 0.00202206 0.00948448
internal_weight=0 0.00614026 0.00452025 0.00293225
internal_count=3121 2568 1251 977
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=7
num_cat=0
split_feature=2 13 52 2 52 52
split_gain=2.47703e-05 2.79949e-05 3.25532e-05 4.17231e-05 5.07485e-05 1.63434e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.087769999999999987 0.11704500000000001 0.089325000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00027728057022897697 -0.0004204364554377183 0.00021305631479038152 5.4795698316035673e-05 -0.00036979799585110741 -0.00027415723412513125 0.00038471785686273693
leaf_weight=0.001053787314162156 0.0010324240955749565 0.0013030722984314815 0.0010540018321747795 0.0010850666514555657 0.0011085015550180042 0.0012762818994468594
leaf_count=199 605 205 380 281 602 849
internal_value=0 -4.56074e-05 -0.00010627 -3.45714e-05 7.12052e-05 0.000235492
internal_weight=0 0.00685935 0.00555628 0.00452385 0.00343879 0.00233028
internal_count=3121 2922 2717 2112 1831 1229
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=7
num_cat=0
split_feature=52 0 150 2 3 43
split_gain=2.11571e-05 2.75458e-05 3.03456e-05 2.9853e-05 2.48984e-05 2.03258e-07
threshold=0.11434500000000002 -0.076579999999999995 0.081835000000000019 0.084055000000000005 -0.13309499999999996 -0.053764999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=4.9423604948963052e-05 -0.00025726478101224185 -6.3912612133889442e-05 0.00019635860795800611 -0.00036966140986964264 0.00028628079941998033 0.00032579324269647994
leaf_weight=0.0011567738730252084 0.0010715153960609907 0.0010750675580941667 0.0011290116271162371 0.0015020522952067534 0.0010017140524390547 0.0010004455826721605
leaf_count=457 501 163 288 1051 322 339
internal_value=0 3.89817e-05 -7.29671e-05 -0.00018733 0.000176782 0.000306025
internal_weight=0 0.00686506 0.00378784 0.00265883 0.00307723 0.00200216
internal_count=3121 2620 1796 1508 824 661
is_linear=0
shrinkage=0.00196078


Tree=9130
num_leaves=6
num_cat=0
split_feature=13 16 12 0 4
split_gain=1.03242e-05 1.81691e-05 4.61517e-05 5.75521e-05 3.15596e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.10474999999999998 0.052250000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.010695157669024284 0.0071725355512028202 -0.012551590267548396 -0.01565868762887436 0.026916207555810135 -0.012896711804215935
leaf_weight=0.0010796623802614626 0.0015711131523274491 0.0012667430506061702 0.001214292961352286 0.0010177035131333596 0.0011942356260227244
leaf_count=196 217 517 1566 446 179
internal_value=0 -0.00197063 0.001004 0.00715098 -0.00169513
internal_weight=0 0.00577264 0.00450589 0.0032916 0.0022739
internal_count=3121 2904 2387 821 375
is_linear=0
shrinkage=0.1


Tree=9131
num_leaves=6
num_cat=0
split_feature=2 4 43 0 49
split_gain=1.44423e-05 2.77957e-05 2.30198e-05 5.25795e-05 5.46163e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.05259500000000001 -0.053834999999999994 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00021660355572313927 -0.00032368759769854319 0.00024619744694753858 0.00015647205068904075 -0.00047598742363727395 0.00021001340401734518
leaf_weight=0.0010339542015390495 0.0012595675714954855 0.0011417586297927627 0.0011556115828117363 0.0013534998447554849 0.0017775920672494601
leaf_count=199 410 259 374 328 1551
internal_value=0 -3.24039e-05 -8.97569e-05 -0.000154564 -1.13225e-05
internal_weight=0 0.00668803 0.00554627 0.00439066 0.00303716
internal_count=3121 2922 2663 2289 1961
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=6
num_cat=0
split_feature=1 2 0 1 47
split_gain=2.08003e-05 2.27299e-05 2.8151e-05 2.40393e-05 1.25451e-05
threshold=0.11588000000000001 0.099185000000000009 -0.071924999999999989 0.10587000000000001 0.091210000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=-0.0003212857708272971 1.6734051150762746e-05 -9.0107853344911115e-05 5.060926861500331e-05 0.00029735083180801346 0.00031685369022067101
leaf_weight=0.0019943651387605466 0.0011371882567714621 0.0014719247738872953 0.001287899344814521 0.0010582837984147303 0.0010120301619490385
leaf_count=1771 297 522 261 152 118
internal_value=0 -6.77047e-05 -0.000175361 7.19504e-05 0.000158055
internal_weight=0 0.00581247 0.00328226 0.00253021 0.00214922
internal_count=3121 2706 2032 674 415
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=6
num_cat=0
split_feature=2 4 49 2 4
split_gain=1.6723e-05 2.35901e-05 2.40191e-05 3.08845e-05 3.51308e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 0.10699500000000002 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00022984898870453477 -0.00029427763672281208 0.00021924484680246648 -0.00036108178536676139 0.00027878714050981332 6.9564489936217803e-05
leaf_weight=0.0010429376100992132 0.0015786487611802961 0.0011484068242811731 0.0012540757407534817 0.0010580354292968825 0.0017370909499795325
leaf_count=199 477 259 207 350 1629
internal_value=0 -3.68634e-05 -8.91243e-05 -9.1419e-06 -0.000110988
internal_weight=0 0.00677626 0.00562785 0.0040492 0.00299117
internal_count=3121 2922 2663 2186 1836
is_linear=0
shrinkage=0.00196078


Tree=9134
num_leaves=5
num_cat=0
split_feature=52 13 13 2
split_gain=1.11477e-05 2.34713e-05 1.92689e-05 3.54625e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.010934453576713887 -0.0098295899097737942 0.0078634465775026408 0.0070632140874226403 -0.014847309162110007
leaf_weight=0.0018711346524869074 0.0010004723485356982 0.0010547591897583745 0.0014541382684475548 0.001974927847671463
leaf_count=776 501 542 179 1123
internal_value=0 0.00152674 -0.00239916 -0.00694076
internal_weight=0 0.00635496 0.00448383 0.00302969
internal_count=3121 2620 1844 1665
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=5
num_cat=0
split_feature=52 3 2 52
split_gain=9.94385e-06 2.23895e-05 4.29851e-05 4.63539e-05
threshold=0.10744000000000002 -0.13309499999999996 0.10613000000000002 -0.066844999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012905169794447042 0.0083200665940440389 -0.0062229340540819154 -0.01278110287125859 0.017744958797713758
leaf_weight=0.0013709435634851859 0.001197599858849996 0.0013741949630243595 0.0014495278529956914 0.0019546781427885089
leaf_count=268 553 550 452 1298
internal_value=0 -0.00163996 0.00159208 0.00785075
internal_weight=0 0.00614934 0.0047784 0.00332887
internal_count=3121 2568 2300 1848
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=6
num_cat=0
split_feature=484 42 4 49 3
split_gain=1.83797e-05 2.51735e-05 2.95654e-05 4.9153e-05 6.04442e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.080924999999999983 -0.043469999999999995 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00032682686564981453 0.00023992647910050629 0.00023414013080180979 0.00023495966942704182 -0.00057727846344989659 -5.0534270398686875e-06
leaf_weight=0.0010127585168717302 0.0010277233983669856 0.0016166694272066505 0.0013572651745633029 0.0011155052152374773 0.0019509457203002517
leaf_count=806 394 430 299 581 611
internal_value=0 -4.07454e-05 7.22035e-06 -7.57086e-05 -0.000213216
internal_weight=0 0.00705314 0.00604039 0.00442372 0.00306645
internal_count=3121 2727 1921 1491 1192
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=7
num_cat=0
split_feature=52 16 13 2 4 2
split_gain=1.07874e-05 2.37366e-05 3.22198e-05 2.48554e-05 2.3179e-05 5.06235e-05
threshold=0.11434500000000002 0.0065250000000000004 0.030370000000000005 0.097070000000000004 0.0061450000000000003 0.10731
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.0094051563415855164 -0.0096611030842406447 -0.00068661279477214704 -0.017945319677447443 0.020922793141648688 0.023973482467359405 -0.0074795354248785098
leaf_weight=0.0011121202268737479 0.001002007621707387 0.0010652337296081945 0.0010580376788449711 0.0010638655634204561 0.0010421029226904792 0.001005409783361839
leaf_count=1245 501 321 233 361 288 172
internal_value=0 0.00150375 -0.0028413 0.0101111 0.00221645 0.00852881
internal_weight=0 0.00634677 0.00421767 0.0021291 0.00315963 0.00204751
internal_count=3121 2620 1938 682 1705 460
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=5
num_cat=0
split_feature=4 0 3 3
split_gain=1.09026e-05 2.02817e-05 3.91565e-05 2.21748e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.10023499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016341938784196319 0.0070159906576271929 0.015238636160769368 0.0062397522241059216 -0.0039395793300127432
leaf_weight=0.0019296003646333739 0.0016952446915161875 0.0011028236151946666 0.0012754247109644104 0.0013299723389063951
leaf_count=2148 352 159 150 312
internal_value=0 -0.00213009 -0.00735566 0.0047542
internal_weight=0 0.00563782 0.00320503 0.0024328
internal_count=3121 2769 2298 471
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=6
num_cat=0
split_feature=3 1 16 16 3
split_gain=1.88284e-05 2.8856e-05 4.88738e-05 5.238e-05 3.76312e-05
threshold=-0.13927999999999999 0.094385000000000011 -0.27167499999999994 -0.056919999999999991 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=0.0001893254506727092 -0.00036962271849621029 -0.00024825621659720629 0.00055461568296362028 -3.4572261556379034e-05 0.00010136436356585154
leaf_weight=0.0015177353968515777 0.0018245339541875794 0.0012609702243863386 0.0010544557282725344 0.0012896131552029618 0.0010150703667769741
leaf_count=303 1948 219 197 365 89
internal_value=0 -5.34255e-05 6.30199e-05 0.000230468 -0.000201259
internal_weight=0 0.00644464 0.00360504 0.00234407 0.0028396
internal_count=3121 2818 781 562 2037
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=1.01815e-05 3.09001e-05 3.01723e-05 2.02362e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0061154289979837547 0.013693971817767887 0.016987398374073186 -0.013976964661669675 -0.0032565768429437484
leaf_weight=0.0019952047816130447 0.0012501149653071936 0.0011242547874381441 0.0013530367113131878 0.0016131297885299532
leaf_count=1636 469 532 228 256
internal_value=0 0.00225681 -0.00167104 0.00414416
internal_weight=0 0.00534054 0.00421628 0.00286324
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=6
num_cat=0
split_feature=11 48 15 43 1
split_gain=2.36467e-05 4.44632e-05 2.86373e-05 2.85189e-05 1.62423e-05
threshold=0.076920000000000002 0.082620000000000013 -0.016799999999999995 -0.084004999999999982 0.11323000000000001
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00039724401183300126 -0.00028104840162135179 0.00028299411233265805 0.00031975645508736729 -8.5018221955348515e-05 -6.3516476153111168e-05
leaf_weight=0.0011137860745807887 0.0010571123770997609 0.0019767070820798606 0.001070957256474432 0.0017839765341212473 0.0011290753621506393
leaf_count=626 226 549 347 1114 259
internal_value=0 3.33609e-05 -6.34362e-05 6.68229e-05 -0.000229243
internal_weight=0 0.0070745 0.0050978 0.00285493 0.00224286
internal_count=3121 2895 2346 1461 885
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=6
num_cat=0
split_feature=1 150 0 13 2
split_gain=1.08042e-05 2.37758e-05 3.09284e-05 2.9661e-05 3.61774e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 -0.084869999999999987 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.024640567889114704 0.0078920607564345584 0.0099052524978856388 0.0073778592980432815 0.0086191962371520003 -0.016862526681377218
leaf_weight=0.0010259387707234604 0.0013963336651783131 0.0013286106128909741 0.0013618649728968728 0.0011168284033871573 0.0011118211348764289
leaf_count=597 279 368 203 549 1125
internal_value=0 -0.00188287 -0.00527548 -0.0105702 -0.00409304
internal_weight=0 0.00594506 0.00461645 0.00325459 0.00222865
internal_count=3121 2842 2474 2271 1674
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=6
num_cat=0
split_feature=3 0 0 43 3
split_gain=1.01627e-05 1.54441e-05 3.68268e-05 2.59821e-05 1.59927e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.060129999999999996 -0.035139999999999991 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0073101491991132131 0.008487860631418381 -0.0031184946194602516 0.01014034174272363 -0.025413690030572977 -0.0057807162764813855
leaf_weight=0.0014649340217087817 0.0011776952464936175 0.0010394351363606372 0.0015134463082572382 0.0010514273249395056 0.001081981579374466
leaf_count=173 192 1255 195 977 329
internal_value=0 -0.00165187 -0.00445339 -0.01433 0.00350317
internal_weight=0 0.00615122 0.00468629 0.00209086 0.00259543
internal_count=3121 2929 2756 2232 524
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=6
num_cat=0
split_feature=12 2 13 2 15
split_gain=9.70508e-06 2.18135e-05 5.25524e-05 1.43334e-05 1.3752e-05
threshold=0.098810000000000023 0.092120000000000021 -0.00051499999999999994 0.11215000000000001 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.011849279445988792 -0.0070540978462085725 0.023649010303844527 0.0057261616378577792 -0.010900558732614645 0.003160106126609415
leaf_weight=0.0013838131597640872 0.0015473364227326179 0.0012213991673958248 0.0010483119903782409 0.0010258722788940998 0.0010922665200528074
leaf_count=619 477 593 219 136 1077
internal_value=0 0.00186421 0.00719299 -0.00249726 -0.00522823
internal_weight=0 0.00577166 0.00329558 0.00207418 0.00247608
internal_count=3121 2644 948 355 1696
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=6
num_cat=0
split_feature=15 150 0 3 43
split_gain=1.06885e-05 3.16365e-05 6.30923e-05 2.51137e-05 2.80451e-05
threshold=-0.03241999999999999 0.081835000000000019 -0.10836499999999999 0.10542000000000001 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.018155587212907515 0.0027695871951087581 0.016574380021007955 0.012848463432884719 0.009166290737301885 -0.019004784575449015
leaf_weight=0.0013155960434097457 0.0010385030669505756 0.0012628253676063308 0.0013098403161601517 0.0010072953579643379 0.0013742839585341221
leaf_count=243 441 267 874 95 1201
internal_value=0 0.00356832 -0.00268755 -0.00409598 -0.00963274
internal_weight=0 0.00388826 0.00262544 0.00342008 0.00241279
internal_count=3121 1384 1117 1737 1642
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
num_cat=0
split_feature=1 3 12 3 3
split_gain=1.01849e-05 3.42791e-05 2.80032e-05 6.98179e-05 2.64399e-05
threshold=0.094385000000000011 -0.10831999999999999 0.090995000000000006 0.11296500000000002 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -3
right_child=2 4 -4 -5 -6
leaf_value=0.010694769952528164 0.026051608859226666 -0.022815977570646299 -0.0075257536718389643 -0.0068597878001293126 -0.00070987468171545155
leaf_weight=0.0010391159102113613 0.0012914338485223555 0.0010475457399554706 0.0015093058770998917 0.0012868793778619339 0.0011189989527446648
leaf_count=216 388 1853 338 217 109
internal_value=0 -0.00423689 0.00329227 0.00962498 -0.0113984
internal_weight=0 0.00320566 0.00408762 0.00257831 0.00216654
internal_count=3121 2178 943 605 1962
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=6
num_cat=0
split_feature=1 3 3 3 4
split_gain=1.53395e-05 4.86028e-05 7.82339e-05 3.66993e-05 3.13428e-05
threshold=0.094385000000000011 -0.13309499999999996 0.083060000000000009 -0.12018999999999998 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=0.0001991907902177306 -0.00030644242765332077 0.00052903401632260652 -7.6459022075895156e-05 -5.3536105080433125e-06 -0.00045327053063407469
leaf_weight=0.0010585719925235485 0.0010138773492385307 0.0014379446950701202 0.0019104015789638688 0.0011519996101752731 0.0012548962801675651
leaf_count=174 165 488 290 585 1419
internal_value=0 6.96799e-05 0.000183569 -0.00010507 -0.000238886
internal_weight=0 0.00436222 0.00334835 0.00346547 0.0024069
internal_count=3121 943 778 2178 2004
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=6
num_cat=0
split_feature=15 151 48 13 4
split_gain=1.04909e-05 1.83336e-05 2.53511e-05 4.62969e-05 4.53631e-05
threshold=-0.24436499999999997 -0.024429999999999997 0.092475000000000016 -0.084034999999999985 0.042705000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0092543738748884826 0.0090997649926686588 0.00739546112226332 0.0098307824452269123 -0.026678434733509178 -9.9566468945923544e-05
leaf_weight=0.0010446224200537108 0.0012795792263125593 0.0013151124766023477 0.0010081485268824408 0.0015364727425849335 0.0011032017799965474
leaf_count=253 516 543 228 1337 244
internal_value=0 -0.00157307 -0.00432481 -0.00793334 -0.0155703
internal_weight=0 0.00624251 0.00496294 0.00395479 0.00263967
internal_count=3121 2868 2352 2124 1581
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=9.24556e-06 2.46702e-05 5.29822e-05 3.09036e-05 1.55767e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.10005000000000001 0.084735000000000019
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.012213049738410205 -0.0068870550248358118 0.025211763292198854 -0.016680386103221222 0.0051981706740214344 0.007947787379641278
leaf_weight=0.00102668412449045 0.001544533663310632 0.0010671569788058158 0.0011696220836550802 0.0014410451487364925 0.0010242391609502292
leaf_count=554 477 735 404 325 626
internal_value=0 0.00183067 0.00489708 -0.00460378 0.0167569
internal_weight=0 0.00572875 0.00470206 0.00261067 0.0020914
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=6
num_cat=0
split_feature=15 12 4 16 48
split_gain=3.45185e-05 2.58138e-05 3.13402e-05 8.08161e-05 5.22587e-05
threshold=-0.24436499999999997 -0.029094999999999999 -0.10429499999999998 -0.013324999999999998 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00031595107498098613 -0.00032353862844359778 -0.00020955046747917017 0.00013230356733949386 0.0005373322991657376 -0.00042129359367703743
leaf_weight=0.0011527502527205928 0.0011166455804353225 0.001831598248356432 0.0017059691297986392 0.0011529178333504731 0.0010647666016694105
leaf_count=253 254 320 1316 760 218
internal_value=0 -5.07085e-05 2.22652e-06 0.000101086 -8.04384e-05
internal_weight=0 0.0068719 0.00575525 0.00392365 0.00277074
internal_count=3121 2868 2614 2294 1534
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=7
num_cat=0
split_feature=484 16 16 0 0 1
split_gain=1.84728e-05 2.23456e-05 6.35674e-05 4.8637e-05 6.51544e-06 1.95502e-06
threshold=0.073690000000000019 -0.056919999999999991 0.23311500000000004 -0.11756999999999999 -0.20211999999999997 0.10638500000000002
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=-0.00027406168915796066 0.00023763063434629539 -0.00043871214348523531 0.00014941284711154687 0.00032555035077133757 -5.369966133323831e-05 0.00020429496615775706
leaf_weight=0.0010173406748859581 0.0010394633252138298 0.0015801194038492757 0.0012780776971075053 0.0010126821652953358 0.0010465006524422505 0.0010323943337836163
leaf_count=101 394 783 390 1063 206 184
internal_value=0 -4.25822e-05 -0.000175725 5.00329e-05 -0.000162324 0.000264338
internal_weight=0 0.00696711 0.0028582 0.00410892 0.00206384 0.00204508
internal_count=3121 2727 1173 1554 307 1247
is_linear=0
shrinkage=0.00196078


Tree=9152
num_leaves=6
num_cat=0
split_feature=15 16 2 4 0
split_gain=9.18699e-06 1.51336e-05 2.8181e-05 4.57726e-05 2.81864e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 -0.10429499999999998 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0086436572855624668 -0.011445216876841028 -0.01791022708786244 0.015228827473096347 0.015719027923232636 -0.0051952820387592908
leaf_weight=0.0010478622285889664 0.0012239079245220793 0.0013487966511077768 0.0010844527015347613 0.0012364341138612412 0.0013457795074125797
leaf_count=253 248 286 343 174 1817
internal_value=0 -0.00147553 0.000957345 -0.00297975 0.00481906
internal_weight=0 0.00623937 0.00501546 0.00393101 0.00258221
internal_count=3121 2868 2620 2277 1991
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=6
num_cat=0
split_feature=159 16 16 151 4
split_gain=8.98853e-06 2.3425e-05 5.60092e-05 2.5481e-05 3.63785e-05
threshold=0.076905000000000015 0.23311500000000004 -0.056919999999999991 -0.0077149999999999988 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.011445873290737815 0.0087739347860205236 0.011423382514635188 -0.021169242829055471 -0.003460341720023288 0.019882584675296661
leaf_weight=0.0010012382249934841 0.0010024983138852001 0.0011574163980705189 0.0014250357907347952 0.0014561027784143871 0.0012329281472384882
leaf_count=180 527 378 761 1095 180
internal_value=0 -0.00142365 -0.00433049 0.00217197 0.00724245
internal_weight=0 0.00627272 0.0051153 0.00369027 0.00268903
internal_count=3121 2594 2216 1455 1275
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=6
num_cat=0
split_feature=2 13 2 2 0
split_gain=1.77402e-05 2.10785e-05 2.87826e-05 5.7061e-05 4.12532e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.099185000000000009 0.11389000000000002 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00022989339751542417 4.9119438197976787e-05 0.00018206175111688659 0.00034239975123745344 -0.00021228114582061899 -0.00045161433570315687
leaf_weight=0.0010718091135401408 0.0010801074691411971 0.0013084431069927413 0.0013095021503751075 0.0015654329732030497 0.0015266309709300874
leaf_count=199 183 205 395 436 1703
internal_value=0 -4.15479e-05 -9.49223e-05 4.03701e-05 -0.000244134
internal_weight=0 0.00679012 0.00548167 0.00287494 0.00260674
internal_count=3121 2922 2717 831 1886
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=6
num_cat=0
split_feature=12 52 4 52 16
split_gain=1.59518e-05 2.87698e-05 4.69969e-05 2.61816e-05 2.53925e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.089325000000000015 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00024496857162136171 -0.00017494975388373998 0.0005121681619389666 -0.00020928886163277814 8.8753638561682029e-05 0.00017796921429799712
leaf_weight=0.0011147409652834273 0.0016884214180830732 0.001197917010704449 0.0017679120603293289 0.0010567863690994601 0.0010303755945458781
leaf_count=554 477 938 476 423 253
internal_value=0 4.01481e-05 0.000103048 0.000313712 -6.66941e-05
internal_weight=0 0.00616773 0.00505299 0.0022547 0.00279829
internal_count=3121 2644 2090 1361 729
is_linear=0
shrinkage=0.00196078


Tree=9156
num_leaves=7
num_cat=0
split_feature=11 4 2 3 3 16
split_gain=1.47071e-05 3.88093e-05 5.13762e-05 4.30551e-05 3.93503e-05 2.3388e-05
threshold=0.076920000000000002 0.098655000000000007 0.10855000000000002 0.083060000000000009 -0.077774999999999983 -0.5048999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=-9.0494645174768175e-05 -0.00022462746895625396 2.2912528687397474e-05 0.00050057111130926975 -0.00029477807894262836 0.0004383177383434585 -0.00036954638817171206
leaf_weight=0.0010712693180400233 0.0010076679267949588 0.0011568780989856481 0.0011183616783332849 0.0011362887391642563 0.0010929830905009818 0.0011785288358992332
leaf_count=1409 226 178 335 159 504 310
internal_value=0 2.9312e-05 0.000137364 1.42936e-05 0.000176564 -0.000175136
internal_weight=0 0.00675431 0.0044189 0.00330054 0.00216425 0.00233541
internal_count=3121 2895 2407 2072 1913 488
is_linear=0
shrinkage=0.00196078


Tree=9157
num_leaves=7
num_cat=0
split_feature=11 2 3 12 2 15
split_gain=2.16727e-05 4.65204e-05 8.18155e-05 5.78739e-05 3.24566e-05 2.59854e-05
threshold=0.078340000000000007 0.10699500000000002 0.11924500000000002 0.09857500000000001 0.092120000000000021 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00027086026786142346 -0.00027485067861258679 0.00065357384024880257 -8.3819267798863019e-05 -0.00048002752579552729 0.00029629906678491476 0.00012849000221258093
leaf_weight=0.0013943876119416343 0.0010203018721004174 0.0010797457989733879 0.0012461223798702369 0.0010756294167590759 0.0012347456747852691 0.0011374578604357898
leaf_count=608 208 430 172 245 416 1042
internal_value=0 3.05848e-05 0.000258503 -7.88915e-05 3.56614e-05 -9.1448e-05
internal_weight=0 0.00716809 0.00232587 0.00484222 0.00376659 0.00253185
internal_count=3121 2913 602 2311 2066 1650
is_linear=0
shrinkage=0.00196078


Tree=9158
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=1.04352e-05 2.26235e-05 4.86615e-05 2.43355e-05 1.84139e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.10005000000000001 0.084960000000000022
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.01146384985647602 -0.0073088832251994029 0.02517168275300187 -0.014903155399202892 0.0044687670258063313 0.0064143591990336582
leaf_weight=0.0010345042014894557 0.0015527269651233857 0.0010962518479901526 0.001175664659263791 0.0014461508539208179 0.0010014849757365143
leaf_count=554 477 745 404 325 616
internal_value=0 0.00192914 0.00486482 -0.00421792 0.0162167
internal_weight=0 0.00575406 0.00471955 0.00262182 0.00209774
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=6
num_cat=0
split_feature=4 1 52 0 43
split_gain=9.0009e-06 3.84817e-05 2.89184e-05 1.6168e-05 4.94592e-06
threshold=0.0061450000000000003 0.086560000000000012 -0.034054999999999995 -0.15202999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=-0.00070260746024521027 0.017848144077583627 -0.017852802069799872 0.0080341893717673397 -0.0073702123087805108 0.0090056134675784265
leaf_weight=0.0010029501276459815 0.0010050128080183094 0.0012364332015559866 0.0010680288898979714 0.0018818714900378263 0.0011006626117245047
leaf_count=1113 229 763 148 510 358
internal_value=0 -0.00385214 0.00319819 -0.00179296 0.00437698
internal_weight=0 0.00334005 0.00395491 0.0029499 0.00210361
internal_count=3121 2234 887 658 1471
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=6
num_cat=0
split_feature=2 4 49 0 16
split_gain=1.33347e-05 2.67292e-05 2.76131e-05 2.40954e-05 3.73899e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.006494999999999999 -0.053834999999999994 -0.074929999999999983
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00020694825147405849 -0.00031117575790984964 0.0002433912766263584 -0.00011357113949816716 -0.00015814537334729847 0.00041687580618481165
leaf_weight=0.0010357204635184254 0.0015409160563590527 0.0011244664115428477 0.0010418455426150339 0.0019494152254690656 0.0010024842970748412
leaf_count=199 477 259 942 329 915
internal_value=0 -3.22135e-05 -8.82075e-05 -2.17919e-06 0.000146546
internal_weight=0 0.00665913 0.00553466 0.00399375 0.00204433
internal_count=3121 2922 2663 2186 1857
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=6
num_cat=0
split_feature=2 4 48 2 15
split_gain=2.2266e-05 3.28711e-05 2.62291e-05 3.81101e-05 4.09747e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.093265000000000015 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0002645333701633408 -0.00029149547383156661 0.00026010435186983323 0.00018509831113479639 -0.00043692432498245218 0.0001435534560318903
leaf_weight=0.001067947157379315 0.0014964922653473707 0.0011695717580751767 0.0010184547898880979 0.0013741644792047087 0.0018754433709398965
leaf_count=199 603 259 295 474 1291
internal_value=0 -3.96121e-05 -0.000100422 -0.000161691 -4.95248e-05
internal_weight=0 0.00693413 0.00576455 0.0047461 0.00337194
internal_count=3121 2922 2663 2368 1894
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=8.90089e-06 2.93623e-05 2.39317e-05 1.89702e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0086731253021116554 -0.008789756541188222 0.0072006743957600721 0.017574647747598787 -0.0091735726779241088
leaf_weight=0.0019929661612543836 0.0010000219047404633 0.0019333416749256938 0.0012637201224400454 0.0011159252812845762
leaf_count=576 630 1275 239 401
internal_value=0 0.00136514 0.00600368 0.00120827
internal_weight=0 0.00630595 0.00431299 0.00304927
internal_count=3121 2491 1915 1676
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=5
num_cat=0
split_feature=49 12 3 15
split_gain=8.96973e-06 2.11538e-05 6.14565e-05 4.06927e-05
threshold=-0.043469999999999995 0.09334000000000002 0.095270000000000007 -0.022504999999999997
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0064608660824622011 0.027206031529952591 -0.011403363034572515 -0.014103809780975038 0.0011826871400738462
leaf_weight=0.001651320343037695 0.0010009953213043772 0.0016599599828152085 0.0014827088377888332 0.0015032811003805734
leaf_count=425 662 771 233 1030
internal_value=0 -0.00191784 0.0020314 0.0115846
internal_weight=0 0.00564695 0.00398699 0.00250428
internal_count=3121 2696 1925 1692
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=6
num_cat=0
split_feature=16 1 47 2 52
split_gain=1.09435e-05 3.7143e-05 6.07161e-05 4.13975e-05 4.387e-05
threshold=-0.5315899999999999 0.10471500000000002 0.085770000000000027 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00019387648648265876 -0.00024925939332732795 0.00047208436010596848 -0.00011237796807633121 -0.00042969935380998193 0.00023983948349950762
leaf_weight=0.0010229712305521105 0.0012616596787781522 0.001461734445306177 0.0012833105005652539 0.0010592622608565604 0.0015982422046993982
leaf_count=130 695 445 160 435 1256
internal_value=0 2.39373e-05 0.000198848 -9.85729e-05 2.40711e-05
internal_weight=0 0.00666421 0.00274504 0.00391916 0.0028599
internal_count=3121 2991 605 2386 1951
is_linear=0
shrinkage=0.00196078


Tree=9165
num_leaves=6
num_cat=0
split_feature=4 1 52 16 43
split_gain=9.05238e-06 3.10975e-05 2.4674e-05 1.57644e-05 4.41594e-06
threshold=0.0061450000000000003 0.086560000000000012 -0.034054999999999995 -0.48836499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=-0.0012645696856373257 0.016745341675603747 -0.016466914822604255 0.0060964817553155019 -0.0085318193165852714 0.0079033281690512307
leaf_weight=0.001004961931684298 0.0010051213917123274 0.0012333097458852027 0.0014380383679144263 0.0015105461590302683 0.0011009828382156897
leaf_count=1113 229 763 273 385 358
internal_value=0 -0.00385662 0.0032148 -0.00139753 0.00352839
internal_weight=0 0.00333925 0.00395371 0.00294858 0.00210594
internal_count=3121 2234 887 658 1471
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=9.57041e-06 2.68272e-05 3.15264e-05 2.39974e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0059473725652011179 0.01491452795481737 0.015998264564996558 -0.01413251853933138 -0.0035881640565075703
leaf_weight=0.0019830246673709943 0.0012421461462258591 0.0011126757283877195 0.0013381703316573128 0.0016088681484065569
leaf_count=1636 469 532 228 256
internal_value=0 0.00219589 -0.00147011 0.00447319
internal_weight=0 0.00530186 0.00418918 0.00285101
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=9.42608e-06 2.67343e-05 2.84231e-05 3.59907e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0059267852915245202 0.0081861255237680158 -0.015654301371490677 0.011538697255311809 -0.015354230701875164
leaf_weight=0.0016765666149345603 0.0011743003524580598 0.0011074265820688878 0.0018069935076197069 0.0015108660211077358
leaf_count=803 553 458 1050 257
internal_value=0 -0.00159741 0.00151946 -0.00416057
internal_weight=0 0.00610185 0.00499443 0.00318743
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=6
num_cat=0
split_feature=1 48 12 15 12
split_gain=1.10965e-05 2.55203e-05 2.59526e-05 1.87775e-05 1.67387e-05
threshold=0.11323000000000001 0.088965000000000002 0.090455000000000021 -0.0072999999999999992 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.021299748712220828 0.014122670458352854 0.011066261165370831 0.0055112223612476634 -0.0044262219488893735 -0.0029925693174577459
leaf_weight=0.0011918876134160872 0.0011680411961696997 0.0010642452616778696 0.0012471781792063163 0.0014765401290737195 0.0011187079594317663
leaf_count=629 319 332 862 832 147
internal_value=0 -0.00266508 -0.0063972 -0.011963 0.00574967
internal_weight=0 0.00497985 0.00391561 0.00266843 0.00228675
internal_count=3121 2655 2323 1461 466
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=6
num_cat=0
split_feature=2 1 2 16 52
split_gain=2.41009e-05 3.05344e-05 4.23055e-05 2.9446e-05 2.82533e-05
threshold=-1.0000000180025095e-35 0.10587000000000001 0.10097500000000002 -0.065229999999999996 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.00026932967692137834 -0.00027045667472239116 0.00025261671107945914 -0.00046748651728210124 -0.00014481734976272607 0.0001439554282686116
leaf_weight=0.0010563211920632132 0.0010668874080810586 0.0018497781560429911 0.0012144981295213195 0.001170114263983556 0.0015534934194253835
leaf_count=199 432 281 472 252 1485
internal_value=0 -4.88481e-05 -0.000164979 9.86234e-05 -2.47724e-05
internal_weight=0 0.00685477 0.00383488 0.00301989 0.00262038
internal_count=3121 2922 2389 533 1917
is_linear=0
shrinkage=0.00196078


Tree=9170
num_leaves=5
num_cat=0
split_feature=13 1 47 4
split_gain=9.91917e-06 2.32267e-05 2.64612e-05 4.51511e-05
threshold=0.11217000000000001 1.0000000180025095e-35 0.092530000000000015 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013419738156812909 0.0069933080596834805 -0.0081023146984277577 -0.012267951393561504 0.015714094670561587
leaf_weight=0.0013504511770037822 0.0015783013826292337 0.0013448708519045833 0.0010450464180266623 0.0019504258287759001
leaf_count=1500 217 783 248 373
internal_value=0 -0.00196645 0.00159712 0.00599418
internal_weight=0 0.00569079 0.00434034 0.0032953
internal_count=3121 2904 1404 1156
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=8.90564e-06 2.11939e-05 2.76971e-05 3.95644e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0012184278877092282 0.0079711181353524542 -0.01078822373667214 -0.0078543205002377103 0.023819786922816218
leaf_weight=0.0016132365055896664 0.0011701384485713331 0.0017650913643580766 0.0016740484999306351 0.0010366283037261581
leaf_count=1442 192 228 901 358
internal_value=0 -0.00155429 0.00221516 0.00857653
internal_weight=0 0.006089 0.00432391 0.00264986
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=2.13436e-05 2.91984e-05 4.25452e-05 5.3726e-05 6.25461e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00035302945351611701 0.00025765098289074763 0.00029091378561743478 -0.00022914675900324185 -0.00039349935655215435 0.00034119602531549362
leaf_weight=0.0010205342258765935 0.0010156337654581545 0.0015050954826754288 0.0014449616233536693 0.0014941254143846644 0.0015136100121323046
leaf_count=806 394 734 151 497 539
internal_value=0 -4.65776e-05 5.9158e-06 -9.04189e-05 6.26415e-05
internal_weight=0 0.00697833 0.00595779 0.0044527 0.00295857
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=5
num_cat=0
split_feature=1 4 47 1
split_gain=9.7523e-06 2.29664e-05 3.35494e-05 5.45247e-05
threshold=0.077565000000000009 -0.011209999999999999 0.092530000000000015 0.11392000000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0060084002787861718 -0.010194257608749743 0.021815515783580534 -0.00793118453347888 -0.0070800470484084612
leaf_weight=0.001979968208003286 0.0011622911577834618 0.001862637164921333 0.0012526722816413966 0.0010055724404067594
leaf_count=1636 722 305 196 262
internal_value=0 0.00222045 0.00572201 0.011685
internal_weight=0 0.00528317 0.00412088 0.00286821
internal_count=3121 1485 763 567
is_linear=0
shrinkage=0.1


Tree=9174
num_leaves=5
num_cat=0
split_feature=11 43 2 3
split_gain=2.9122e-05 3.36188e-05 3.81323e-05 3.14357e-05
threshold=0.076920000000000002 -0.084004999999999982 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.00028527562417663836 -0.00031187312957331399 -0.00025613442831608836 0.00025509835166433723 -0.00012529462656020435
leaf_weight=0.0016581472213711987 0.0010287193485703791 0.0019113370994918574 0.001924625113068147 0.0014756616056901279
leaf_count=687 226 1208 823 177
internal_value=0 4.15431e-05 -3.45437e-05 9.00148e-05
internal_weight=0 0.00696977 0.00531162 0.00340029
internal_count=3121 2895 2208 1000
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=6
num_cat=0
split_feature=1 48 2 15 16
split_gain=1.13533e-05 2.11401e-05 2.9406e-05 2.61725e-05 1.42804e-05
threshold=0.11323000000000001 0.088965000000000002 0.10097500000000002 -0.0072999999999999992 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.012181125786311699 -0.0030673817451641622 0.0098055980859056303 -0.018047211857371442 0.0084427239528746794 0.012835060817904257
leaf_weight=0.0010258474038143243 0.0010121321126092186 0.0010624085750258385 0.0013497158624843704 0.0015376403969587227 0.0012773681891639754
leaf_count=658 192 332 484 1181 274
internal_value=0 -0.00270422 -0.00610055 0.000189545 0.00580498
internal_weight=0 0.00497561 0.0039132 0.00256349 0.0022895
internal_count=3121 2655 2323 1839 466
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=7
num_cat=0
split_feature=2 13 13 4 4 1
split_gain=2.60097e-05 2.79207e-05 3.17154e-05 3.97823e-05 5.73719e-05 3.97623e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.031404999999999995 0.098655000000000007 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.00028514039435661716 -0.00020353167942382171 0.0002102688362561968 -0.00054079885761163264 0.00020516303012253539 -0.00041915537616954738 0.00033115762362653545
leaf_weight=0.0010599503481216188 0.0010113817696302454 0.0013259855639706272 0.0010571074828043883 0.0012363182243781464 0.0010436061881925036 0.0011345787082385713
leaf_count=199 560 205 1030 605 223 299
internal_value=0 -4.50551e-05 -0.000106802 -0.000226389 -8.06107e-05 7.91609e-05
internal_weight=0 0.00680898 0.00548299 0.00333703 0.00227992 0.00214596
internal_count=3121 2922 2717 1858 828 859
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=1.01117e-05 1.87896e-05 3.65747e-05 1.90585e-05
threshold=0.11217000000000001 -0.074359999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.008515400896416031 0.0070471780591532893 -0.0083751829840198726 -0.016438713943461518 0.0090416057076935664
leaf_weight=0.0013100827481812719 0.0015829711800235853 0.0010286262873000311 0.0017304376582286981 0.0016142634120346643
leaf_count=1050 217 187 1417 250
internal_value=0 -0.00198995 -0.00513695 0.0022629
internal_weight=0 0.00568341 0.00437333 0.00264289
internal_count=3121 2904 1854 437
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=6
num_cat=0
split_feature=3 3 0 3 15
split_gain=1.01988e-05 2.11793e-05 2.814e-05 2.90875e-05 1.45004e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996 -0.094549999999999981
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0018274104189519977 0.0085254247605427453 -0.010897743664620079 -0.0016287356588935355 0.021074882969907102 -0.014935995526103023
leaf_weight=0.001060339685212953 0.0011713708102656954 0.0017640792731931539 0.0011188784888692058 0.0011385226665721346 0.001005159942303069
leaf_count=413 192 228 172 278 1838
internal_value=0 -0.00166388 0.00210426 0.00982186 -0.00633038
internal_weight=0 0.00608698 0.0043229 0.0022574 0.0020655
internal_count=3121 2929 2701 450 2251
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=6
num_cat=0
split_feature=52 0 2 0 43
split_gain=1.59727e-05 2.34652e-05 4.94575e-05 3.89062e-05 2.69486e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10699500000000002 -0.10151999999999999 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00014788062868233438 -0.0002260179501063394 0.00033616847302550491 0.00049486153969124404 0.0001005286326860469 -0.00028914583354182176
leaf_weight=0.0019249030559010767 0.001043053937051501 0.0010026599642551036 0.0010057170118075586 0.0012347156509680552 0.0015251536611313968
leaf_count=232 501 177 456 755 1000
internal_value=0 3.48461e-05 0.000108611 5.36743e-06 -0.000114813
internal_weight=0 0.00669315 0.00476825 0.00376253 0.00275987
internal_count=3121 2620 2388 1932 1755
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=6
num_cat=0
split_feature=42 160 52 4 16
split_gain=9.2098e-06 2.11299e-05 2.38252e-05 3.54471e-05 3.48372e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.053180000000000012 -0.52595999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0088582330061348115 -0.0095980740053943879 -0.012714457945452019 0.015453883098523828 -0.0052046873130419218 0.020368566253098946
leaf_weight=0.0010137210172322482 0.0013614890395523514 0.0013389781096817283 0.001409732024432518 0.001028284072538125 0.0011052331549698125
leaf_count=862 828 748 340 109 234
internal_value=0 0.00141805 0.00449008 3.90891e-05 0.00804311
internal_weight=0 0.00624372 0.00488223 0.0034725 0.00213352
internal_count=3121 2259 1431 1091 343
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=5
num_cat=0
split_feature=1 47 3 15
split_gain=9.7674e-06 2.01468e-05 3.93336e-05 5.54553e-05
threshold=0.077565000000000009 0.086380000000000012 -0.13309499999999996 -0.089024999999999979
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0060020990223130823 -0.0099347100294610666 -0.0064569729585484308 0.029796970524192404 -0.00023397444578199573
leaf_weight=0.0019801750132649922 0.0010159298587504436 0.0017697402419425074 0.0011280682439136333 0.0013517025856886148
leaf_count=1636 231 304 316 634
internal_value=0 0.00223659 0.00663781 0.0134274
internal_weight=0 0.00526544 0.0034957 0.00247977
internal_count=3121 1485 1181 950
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=8.88452e-06 2.92341e-05 2.36898e-05 1.99022e-05
threshold=0.092145000000000019 -0.0020949999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.008714389085299137 -0.0087250032744691734 0.0073536591181893804 0.017561056741990204 -0.0095660751754125407
leaf_weight=0.001959262576827033 0.0010072623698294744 0.0019183329475674939 0.001258556323629137 0.0010903555992363716
leaf_count=572 649 1268 237 395
internal_value=0 0.00139792 0.00604088 0.00122191
internal_weight=0 0.00622651 0.00426724 0.00300869
internal_count=3121 2472 1900 1663
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=3.02322e-05 2.78127e-05 3.04658e-05 5.23303e-05 3.05783e-05 1.4974e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 0.098655000000000007 0.10699500000000002 -0.028889999999999996 -0.010949999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00031622871213111351 9.0641170758887473e-05 0.00023874524878126786 -0.00038723027613067834 0.00030931768267717567 -0.00014048205383837434 -0.00047787670696207988
leaf_weight=0.0010312882522527855 0.00117176121848481 0.0011129857990553353 0.001136527786372475 0.0012684021723580246 0.0010222252383677343 0.0010009325219221261
leaf_count=199 671 247 203 403 1269 129
internal_value=0 -4.43562e-05 -0.000100623 -2.76426e-05 -0.000161418 -0.000307404
internal_weight=0 0.00671283 0.00559985 0.00446332 0.00319492 0.00202316
internal_count=3121 2922 2675 2472 2069 1398
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=7
num_cat=0
split_feature=147 15 52 52 1 2
split_gain=1.65946e-05 2.74859e-05 5.61597e-05 4.278e-05 5.62428e-05 1.33252e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.090740000000000015 0.10882500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00036280606278843788 0.00022677514578893219 -0.00033086113976987634 -0.00054137964095387313 0.0002564750501719388 0.00015323617647539022 -0.00016194777875811148
leaf_weight=0.0013567406419438422 0.0010444239202140873 0.0010463197923775503 0.0012023457867782542 0.0010157056190866383 0.0010088247932520469 0.0010550448843413298
leaf_count=618 183 1167 468 307 199 179
internal_value=0 -3.89902e-05 1.51698e-05 -9.49798e-05 -0.000204273 -7.88505e-06
internal_weight=0 0.00668498 0.00563866 0.00428192 0.00326622 0.00206387
internal_count=3121 2938 1771 1153 846 378
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=6
num_cat=0
split_feature=52 12 1 48 1
split_gain=2.12852e-05 3.79855e-05 3.0523e-05 4.65855e-05 3.28361e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.083985000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00034660338972748598 -0.00026525455540724833 0.00027408499832561712 -0.00029664685078161889 0.00037769808546607962 0.00010886261119144667
leaf_weight=0.0011614734037635509 0.0010448973466445043 0.0018621078309836656 0.0014248110916039499 0.001102490324959069 0.0012783410024505347
leaf_count=925 501 558 310 324 503
internal_value=0 3.52473e-05 -5.42899e-05 4.31926e-05 -0.000107962
internal_weight=0 0.00682922 0.00496712 0.0035423 0.00243981
internal_count=3121 2620 2062 1752 1428
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=6
num_cat=0
split_feature=4 0 0 47 2
split_gain=9.41479e-06 1.81367e-05 2.42689e-05 2.67807e-05 2.15276e-05
threshold=0.27287000000000006 -0.15350499999999997 -0.10607499999999999 0.085270000000000026 0.097845000000000015
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013366652645140073 0.0065820169864949391 0.013827420074647127 -0.019527252961634139 0.0096326452434711742 -0.00013554783421214085
leaf_weight=0.0011189850968535281 0.0016668673746274495 0.0010921497507011906 0.0011007810257877729 0.0010838512777914169 0.0011928480413354436
leaf_count=150 352 258 1565 313 483
internal_value=0 -0.00198118 0.000869211 -0.00332099 -0.00944221
internal_weight=0 0.00558862 0.00446963 0.00337748 0.00229363
internal_count=3121 2769 2619 2361 2048
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=9.53943e-06 2.21004e-05 2.57545e-05 4.74438e-05 4.04979e-05
threshold=-0.043469999999999995 0.088795000000000013 -0.037864999999999989 0.051320000000000005 -0.10850999999999998
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0066955217157043286 0.005573076947694564 -0.015421376766985295 0.022519179443680756 -0.0057592530200920649 -0.021491701343909139
leaf_weight=0.0016399611272639864 0.0012129842004608535 0.0010035736184660655 0.0011721271418678998 0.0012014017010706214 0.001015922494193011
leaf_count=425 276 813 178 946 483
internal_value=0 -0.00197541 0.000956519 0.00820557 -0.00676289
internal_weight=0 0.00560601 0.00460244 0.00237353 0.00222891
internal_count=3121 2696 1883 1124 759
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=5
num_cat=0
split_feature=42 160 0 1
split_gain=9.70281e-06 1.97691e-05 2.05219e-05 4.6252e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.15599999999999997 0.094385000000000011
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0091309060966563611 -0.0092040611861563936 -0.0055278749181970959 -0.0033596952343005618 0.01992025739741865
leaf_weight=0.0010046735650190777 0.0013591009633660209 0.0014509093245168581 0.0016519850082118311 0.0017654934979120902
leaf_count=862 828 156 775 500
internal_value=0 0.00145953 0.00443647 0.00866689
internal_weight=0 0.00622749 0.00486839 0.00341748
internal_count=3121 2259 1431 1275
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=6
num_cat=0
split_feature=51 160 49 3 2
split_gain=9.10345e-06 2.91522e-05 2.48848e-05 4.1924e-05 4.55962e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.13309499999999996 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.01643185158051149 -0.0085422820907919954 0.011122307106713006 -0.023082057703397645 0.012627081695660781 -0.012439171908787466
leaf_weight=0.0010746059918809682 0.001065877568938692 0.0011667389967629825 0.0010086911743329508 0.0015097935106303255 0.0013973110468718376
leaf_count=651 409 249 179 1023 610
internal_value=0 0.00146737 -0.00169658 -0.00551606 0.00057889
internal_weight=0 0.00615714 0.00508253 0.0039158 0.0029071
internal_count=3121 2712 2061 1812 1633
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=9.19716e-06 2.83327e-05 3.70071e-05 5.16673e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0073460212433934429 0.0093585554469832223 -0.012907381118159068 -0.020541906742247349 0.013633275982094123
leaf_weight=0.0013756352156937554 0.0016488355456490593 0.0015066685488236001 0.0012482541086586921 0.0014293153020554317
leaf_count=303 843 789 295 891
internal_value=0 -0.0017438 -0.00611878 1.33191e-05
internal_weight=0 0.00583307 0.00418424 0.00293598
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=6
num_cat=0
split_feature=13 16 12 49 3
split_gain=1.02299e-05 1.82526e-05 3.88013e-05 4.48077e-05 4.97108e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.006494999999999999 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0095711341793449922 0.0071594289849293896 -0.012678155694114252 -0.014513438605610583 0.030055138152462465 -0.00066781375971800081
leaf_weight=0.0011073101658447084 0.0015594586891527571 0.0012452678209012831 0.0011751047925172664 0.0010943264690956383 0.0010152525564942334
leaf_count=277 217 517 1566 387 157
internal_value=0 -0.00199185 0.00103805 0.00671889 0.0152695
internal_weight=0 0.00563726 0.00439199 0.00321689 0.00210958
internal_count=3121 2904 2387 821 544
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=6
num_cat=0
split_feature=4 0 51 2 3
split_gain=1.07264e-05 2.13137e-05 3.55875e-05 2.71388e-05 1.80461e-05
threshold=0.27287000000000006 -0.061629999999999997 0.081440000000000026 0.084055000000000005 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.003855952834060164 0.0070642204782304227 0.014515355773827119 0.0079799185253774177 -0.026450688885188967 -0.0029092463798877006
leaf_weight=0.0010901836609353939 0.0016519744949343804 0.0010852765499478425 0.0010024182623243959 0.0010374768395836811 0.0013140195847718061
leaf_count=639 352 159 356 1303 312
internal_value=0 -0.00211888 -0.00755459 -0.0148735 0.00497245
internal_weight=0 0.00552937 0.00313008 0.00212766 0.0023993
internal_count=3121 2769 2298 1942 471
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=6
num_cat=0
split_feature=49 42 15 12 16
split_gain=8.89328e-06 1.95072e-05 2.56943e-05 3.70463e-05 3.54988e-05
threshold=-0.043469999999999995 0.088465000000000002 -0.037864999999999989 0.051320000000000005 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0064940268477271029 0.0052265663725521716 -0.014443879743419933 0.020880678069161565 -0.0042583237673089564 -0.020305673162956648
leaf_weight=0.0016269249551096286 0.0011453525214891729 0.0010150999858681608 0.0011586579666207166 0.0011864908368692767 0.0010381054134626555
leaf_count=425 198 839 178 932 549
internal_value=0 -0.00191461 0.000893858 0.008162 -0.00691251
internal_weight=0 0.00554371 0.00452861 0.00234515 0.00218346
internal_count=3121 2696 1857 1110 747
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=5
num_cat=0
split_feature=4 0 3 4
split_gain=9.45917e-06 1.71552e-05 3.41688e-05 1.72691e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.015426357702501415 0.0066368132752330543 -0.004411615256643811 0.005947166252975586 0.012592372994093763
leaf_weight=0.0018712872072930951 0.0016495766146842035 0.0011557844073229891 0.0012459783747304541 0.0012359734865733866
leaf_count=2148 352 227 150 244
internal_value=0 -0.0019953 -0.00688331 0.00437543
internal_weight=0 0.00550902 0.00311727 0.00239176
internal_count=3121 2769 2298 471
is_linear=0
shrinkage=0.1


Tree=9195
num_leaves=6
num_cat=0
split_feature=4 16 48 2 3
split_gain=8.34983e-06 2.70378e-05 2.86664e-05 3.20795e-05 1.54858e-05
threshold=0.24564500000000003 -0.094359999999999986 0.084170000000000009 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.01575262253367652 0.013811020947013617 -0.012807015105623721 0.015810814703598779 0.0091397442928660214 -0.00291857198249873
leaf_weight=0.0011463123578585167 0.0010615953960446652 0.0015904496999916042 0.0010513604365960222 0.0011458603783030456 0.0011556061171947539
leaf_count=393 93 1444 419 439 333
internal_value=0 -0.00229644 0.00177598 -0.00361656 0.00509155
internal_weight=0 0.00493398 0.00378767 0.00273631 0.0022172
internal_count=3121 2695 2302 1883 426
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=6
num_cat=0
split_feature=52 13 42 1 15
split_gain=1.57477e-05 2.58926e-05 4.31666e-05 2.92943e-05 5.4766e-05
threshold=0.11434500000000002 -0.010384999999999998 0.084050000000000014 0.11181500000000001 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.00041262754494868838 -0.00022701287325989133 0.00032863211002854203 -0.00010511576446470715 -0.00028011732172862863 -0.00024025715293888032
leaf_weight=0.0014402819778712227 0.0010278531456245797 0.0013951987358746115 0.0010859247822888551 0.0015039299859155339 0.0012190751889439981
leaf_count=559 501 360 1025 142 534
internal_value=0 3.37864e-05 0.000190068 -6.20808e-05 6.33505e-05
internal_weight=0 0.00664441 0.00252621 0.0041182 0.00261427
internal_count=3121 2620 1584 1036 894
is_linear=0
shrinkage=0.00196078


Tree=9197
num_leaves=6
num_cat=0
split_feature=51 160 43 3 16
split_gain=8.83862e-06 2.37099e-05 2.26877e-05 3.47868e-05 4.92119e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 -0.13309499999999996 -0.029084999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.015040427573973867 -0.0084409485152846138 0.011914941249835252 -0.020891109671974016 0.0097422657605956559 -0.017307301046854417
leaf_weight=0.0010615078959385574 0.0010583763170730603 0.0010194051105529038 0.001005657129715207 0.0019889904768580105 0.0010162346465226978
leaf_count=651 409 188 161 1065 647
internal_value=0 0.00145957 -0.00140631 -0.00479204 0.000595295
internal_weight=0 0.0060918 0.00503029 0.00401088 0.00300523
internal_count=3121 2712 2061 1873 1712
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=6
num_cat=0
split_feature=40 2 4 16 4
split_gain=7.90702e-06 2.58805e-05 3.8313e-05 4.32227e-05 2.70693e-05
threshold=-0.013874999999999998 0.11215000000000001 -0.10429499999999998 -0.032969999999999992 0.181285
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.008220352757172306 -0.013156597375534174 -0.012062122744965657 -0.012166400870117843 0.024042576111114398 0.010029306206153769
leaf_weight=0.0010040686234805141 0.0011493629941071474 0.0016495731049976335 0.0010085075308215734 0.0011182805744616763 0.0012071542029408176
leaf_count=329 264 420 1145 803 160
internal_value=0 -0.00135266 0.00258775 0.00801554 -7.35617e-05
internal_weight=0 0.00613288 0.00448331 0.00333394 0.00221566
internal_count=3121 2792 2372 2108 1305
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=6
num_cat=0
split_feature=2 51 4 4 48
split_gain=1.6809e-05 2.22187e-05 2.7323e-05 3.08349e-05 3.6568e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.27287000000000006 0.033845000000000007 0.082620000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00023164407246640178 -0.00028378989083526482 -0.00012336198794039163 0.00030303435199093535 -0.00031575660872970758 0.00030585274823420985
leaf_weight=0.0010234524476801102 0.0011677820352254953 0.0018937306083640112 0.0010229561505445987 0.0012333963127585034 0.0012782925166983559
leaf_count=199 514 1480 241 303 384
internal_value=0 -3.84333e-05 1.43492e-05 -5.26847e-05 4.96071e-05
internal_weight=0 0.00659616 0.00542838 0.00440542 0.00317202
internal_count=3121 2922 2408 2167 1864
is_linear=0
shrinkage=0.00196078


Tree=9200
num_leaves=6
num_cat=0
split_feature=51 49 3 4 4
split_gain=9.01359e-06 2.1881e-05 3.63318e-05 4.93981e-05 2.04867e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080690161210972937 0.012232822779999741 -0.016953670724270904 0.004154792965011346 0.021103913549524917 -0.014898026710581281
leaf_weight=0.0011608987918252196 0.0014536029720913614 0.0011801513130809981 0.0011838364472240262 0.0010754776417477262 0.0010784973538012057
leaf_count=537 358 204 593 267 1162
internal_value=0 0.00156101 -0.00187252 0.00345972 -0.00492805
internal_weight=0 0.00597157 0.00451796 0.00333781 0.00226233
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=9.52073e-06 3.23852e-05 3.79057e-05 5.07141e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0075299863495909827 0.010100397032479225 -0.013144524592768542 -0.021302026156310008 0.013306921979071776
leaf_weight=0.0013570507743560084 0.0016410070837425718 0.0014918055868441958 0.0012197874649344568 0.0014097899570948303
leaf_count=303 843 789 295 891
internal_value=0 -0.0017802 -0.00651069 -0.000292636
internal_weight=0 0.00576239 0.00412138 0.0029016
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
num_cat=0
split_feature=16 16 3 2 4
split_gain=8.34266e-06 3.3291e-05 2.61885e-05 2.60553e-05 2.2539e-05
threshold=0.0039400000000000008 -0.069144999999999984 -0.013929999999999998 0.11474000000000002 0.181285
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.013493408121071538 0.014523455840195158 -0.018633353495857714 -0.0059433850579859648 0.015655190277509348 0.0052097335159631171
leaf_weight=0.0011852841341714302 0.0012946574958675712 0.0010040745038590129 0.001209014462511762 0.0010022395577812026 0.0014117721043232373
leaf_count=1073 636 756 192 237 227
internal_value=0 -0.0025324 0.00464009 0.00195918 -0.00332629
internal_weight=0 0.00460337 0.00250367 0.0035993 0.00259706
internal_count=3121 2293 828 1537 1300
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=6
num_cat=0
split_feature=15 13 16 16 4
split_gain=7.87588e-06 2.81353e-05 2.20644e-05 4.37763e-05 3.36431e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.18708499999999997 -0.056919999999999991 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0059195970427181957 -0.014602422332998433 0.016371840164051483 0.018876061207906452 -0.016865884300915124 0.0078310804484812719
leaf_weight=0.0017092179017595835 0.0010176391759737788 0.0010718495070843022 0.0010691335589873134 0.0012243267552068872 0.001003815230908244
leaf_count=484 201 167 1036 464 769
internal_value=0 0.0018714 -0.00173059 0.00224204 -0.00573949
internal_weight=0 0.00538676 0.00431491 0.00329728 0.00222814
internal_count=3121 2637 2470 2269 1233
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=6
num_cat=0
split_feature=484 1 4 150 15
split_gain=1.83713e-05 2.23971e-05 2.66365e-05 5.92373e-05 3.71227e-05
threshold=0.041405000000000004 0.12500000000000003 -0.080924999999999983 0.076925000000000007 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00010731635786576887 0.00024999557744725238 0.00018357096561959517 -0.0001213295327137394 0.0001501630010207912 -0.00061569747961364048
leaf_weight=0.0017283886127682111 0.0010001213252306381 0.0014267882986699985 0.001141025971754913 0.0012818735091533065 0.001196197408396979
leaf_count=749 439 232 260 277 1164
internal_value=0 -3.46967e-05 -9.29337e-05 -0.000188568 -0.000374348
internal_weight=0 0.00677427 0.00534749 0.0036191 0.00233722
internal_count=3121 2682 2450 1701 1424
is_linear=0
shrinkage=0.00196078


Tree=9205
num_leaves=7
num_cat=0
split_feature=2 3 43 1 15 47
split_gain=1.71615e-05 2.276e-05 3.90024e-05 3.44646e-05 3.23084e-05 1.49973e-05
threshold=-1.0000000180025095e-35 -0.083924999999999986 -0.092909999999999979 0.10587000000000001 -0.0040799999999999994 0.085770000000000027
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=0.00023698606818284474 -0.00013071025596942309 -0.00055092970925335778 0.00039995146664186638 0.00022465027242095747 -7.7764180493274172e-05 -9.5396185507793825e-05
leaf_weight=0.0010082377394831131 0.0010863098637384273 0.0010005552675203875 0.0010444910201368412 0.0010580702892844531 0.0012454039662644595 0.0012028839505501443
leaf_count=199 340 733 745 272 679 153
internal_value=0 -3.75708e-05 0.000129413 -0.000116518 -0.000288555 5.43776e-05
internal_weight=0 0.00663771 0.0021308 0.00450691 0.00224596 0.00226095
internal_count=3121 2922 1085 1837 1412 425
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=8.24564e-06 2.52949e-05 2.8302e-05 4.90664e-05 1.87188e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0042539086021364256 -0.0050456065226150565 -0.016123982926509496 -0.0096107082097923839 0.022797837429510623 0.014857674920131007
leaf_weight=0.0010202670248543664 0.0013721633847161908 0.0010338401277830561 0.0014747697617565453 0.001174754683230755 0.0010297337990012594
leaf_count=632 284 108 1080 727 290
internal_value=0 -0.00217282 0.00141356 0.00779706 0.00534601
internal_weight=0 0.00505553 0.00402169 0.00254692 0.00205
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=6
num_cat=0
split_feature=0 47 48 52 3
split_gain=9.64121e-06 2.64679e-05 2.81439e-05 3.08378e-05 1.97597e-05
threshold=-0.019414999999999998 0.092530000000000015 0.085845000000000019 -0.0064899999999999992 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0057463742346149441 -0.0045836510428031744 -0.014819006227798408 -0.011994432596407494 0.016837911100685259 0.01410201513150086
leaf_weight=0.0010190674408652926 0.0010628480970760121 0.0012859396419551122 0.0010283211743400307 0.0014865796460912411 0.0012104577577123788
leaf_count=658 164 310 338 1450 201
internal_value=0 -0.00253439 0.00193573 0.0076527 0.00536583
internal_weight=0 0.00481991 0.00353397 0.00250565 0.00227331
internal_count=3121 2756 2446 2108 365
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=5
num_cat=0
split_feature=16 3 1 3
split_gain=8.28685e-06 3.12511e-05 4.43149e-05 2.01964e-05
threshold=0.0039400000000000008 -0.13309499999999996 0.10557500000000002 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.01813338358621638 0.013301620248937988 -0.0085516871414130138 0.013750728816307076 -0.0046880197549058859
leaf_weight=0.0010025493854110804 0.0012946289348607144 0.0019117938350677564 0.0016684799010815801 0.0012048528387766104
leaf_count=172 636 1755 366 192
internal_value=0 -0.00252811 0.00184169 0.00462988
internal_weight=0 0.00458282 0.00358027 0.00249948
internal_count=3121 2293 2121 828
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=7
num_cat=0
split_feature=147 151 4 16 13 16
split_gain=1.45283e-05 2.97605e-05 4.79114e-05 3.87746e-05 2.37139e-05 2.79977e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 1.0000000180025095e-35 0.042200000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00034578465668310933 0.00021824870469120316 -0.00040754339745866809 0.00034602875546473229 0.00037999591973542107 -0.00021198436873641645 -7.2245959145221658e-05
leaf_weight=0.0010037601799930598 0.0010035195345183935 0.0010505715083771114 0.0013273191775555783 0.0010238707146761621 0.0010604565389990377 0.001083023408824203
leaf_count=412 183 392 316 1041 401 376
internal_value=0 -3.51085e-05 2.11279e-05 -8.11137e-05 2.71591e-05 0.000147526
internal_weight=0 0.006549 0.00554524 0.00421792 0.00316735 0.00210689
internal_count=3121 2938 2526 2210 1818 1417
is_linear=0
shrinkage=0.00196078


Tree=9210
num_leaves=6
num_cat=0
split_feature=0 47 2 4 3
split_gain=8.13187e-06 2.36676e-05 2.73065e-05 4.35121e-05 1.54659e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.004287329083465216 -0.0038841907293418543 -0.013960216585155222 -0.010598215083619649 0.022977355298641446 0.012670297989860769
leaf_weight=0.0012897198277125228 0.0010593006001424835 0.0012830634632219028 0.0011694619291061623 0.0010717622379456543 0.0012077980360441637
leaf_count=1703 164 310 388 355 201
internal_value=0 -0.00232846 0.00189825 0.00808679 0.00493522
internal_weight=0 0.00481401 0.00353094 0.00236148 0.0022671
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=6
num_cat=0
split_feature=1 12 3 3 4
split_gain=2.23291e-05 4.48016e-05 3.77265e-05 5.11891e-05 1.58018e-05
threshold=0.094385000000000011 0.09141500000000001 -0.13309499999999996 0.083060000000000009 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 4 -2 -4 -1
right_child=2 -3 3 -5 -6
leaf_value=-9.9125828159410539e-05 -0.00024226865927357463 0.00019708074956681726 0.00047156745045663461 -2.0797657037136542e-05 -0.00042659699576014405
leaf_weight=0.0010239385256099536 0.0010119513400087756 0.0011276141924220751 0.0014209762083614748 0.001893758525806697 0.0012681903023708592
leaf_count=534 165 704 488 290 940
internal_value=0 -0.000122896 8.91066e-05 0.000190272 -0.000280309
internal_weight=0 0.00341974 0.00432669 0.00331473 0.00229213
internal_count=3121 2178 943 778 1474
is_linear=0
shrinkage=0.00196078


Tree=9212
num_leaves=6
num_cat=0
split_feature=16 16 13 151 1
split_gain=1.23032e-05 3.3014e-05 3.0642e-05 2.4443e-05 5.91935e-05
threshold=0.0039400000000000008 -0.069144999999999984 0.038215000000000006 -0.0083949999999999979 0.10089500000000001
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.00023299875031078412 -5.9783348767994743e-05 -0.00036831206342823405 0.0003717466311722083 -0.00026472185047065054 0.00032909034245428372
leaf_weight=0.0010437584366319295 0.0016618279524606614 0.001053179785382434 0.0010215162989243407 0.001000722469067041 0.0018177678318681068
leaf_count=185 640 756 188 1063 289
internal_value=0 -6.0584e-05 0.000104495 2.3329e-05 0.000118254
internal_weight=0 0.00491543 0.00268334 0.00386225 0.00281849
internal_count=3121 2293 828 1537 1352
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=9.49072e-06 2.12854e-05 2.66159e-05 3.06985e-05
threshold=0.27287000000000006 0.098655000000000007 0.10699500000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0047210917948699175 0.0067057639546220325 -0.014717155887779479 0.01398609032397141 -0.014993064361178008
leaf_weight=0.0018685841680140083 0.0016235591937285333 0.0010609800371346075 0.0011700422055871949 0.0013682644252298851
leaf_count=1610 352 195 403 561
internal_value=0 -0.00200133 0.00106007 -0.00361238
internal_weight=0 0.00546787 0.00440689 0.00323685
internal_count=3121 2769 2574 2171
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=6
num_cat=0
split_feature=150 0 2 1 47
split_gain=8.37721e-06 1.98547e-05 2.8779e-05 2.49117e-05 3.1463e-05
threshold=0.10571000000000001 -0.060129999999999996 0.093175000000000022 0.090540000000000023 0.086785000000000015
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01670711988264122 -0.0084892097245739314 0.020688744178385246 -0.0011281275749361248 0.01266247697829663 -0.0092770047247969743
leaf_weight=0.0010049746103751381 0.0010000405847266263 0.0010658908851546378 0.0013972025672757626 0.0013223094673346315 0.0012926439328764204
leaf_count=1706 185 193 352 490 195
internal_value=0 0.00138703 0.00831301 -0.00332559 0.00181718
internal_weight=0 0.00608302 0.00246309 0.00361993 0.00261495
internal_count=3121 2936 545 2391 685
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=8.10423e-06 1.68954e-05 2.62158e-05 3.96075e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0018193896971404064 0.0076752919335654844 -0.0098443917120088972 -0.0080736718765091024 0.023506006858292836
leaf_weight=0.0015666075934973195 0.0011501036685984192 0.0017206718303593473 0.0016155481200136679 0.0010193593339636448
leaf_count=1442 192 228 901 358
internal_value=0 -0.00149802 0.00192012 0.0081636
internal_weight=0 0.00592219 0.00420152 0.00258597
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=5
num_cat=0
split_feature=16 160 16 0
split_gain=8.26869e-06 4.88635e-05 4.19363e-05 2.86939e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.23311500000000004 -0.11756999999999999
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0053975483402876325 0.01387211445147999 -0.025225837169958017 0.0023214267718137042 0.012036387122092746
leaf_weight=0.0019173266637733468 0.0010703977510553163 0.0011639595541986718 0.0010521909944056691 0.0018597874667277382
leaf_count=329 557 532 384 1319
internal_value=0 -0.00367273 -0.0121469 0.00318663
internal_weight=0 0.00328655 0.00221615 0.00377711
internal_count=3121 1473 916 1648
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=2.03263e-05 2.20999e-05 5.60318e-05 4.90711e-05 4.88749e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.11756999999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00018885094405223697 -0.00025602883185740018 -0.00013147729804836785 -0.00059173908311072878 1.8591478121197939e-05 0.00038157251692106043
leaf_weight=0.0018271769140705513 0.0010473416555849364 0.0012319431613596788 0.0010066965731608246 0.0010192694442995034 0.0016976068500913089
leaf_count=870 501 751 111 234 654
internal_value=0 3.74629e-05 -6.01296e-05 -0.00028468 0.000165823
internal_weight=0 0.00678269 0.00385314 0.00202597 0.00292955
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=6
num_cat=0
split_feature=51 12 52 15 2
split_gain=1.04982e-05 2.37039e-05 3.61696e-05 2.66237e-05 7.14988e-05
threshold=0.08955500000000001 -0.029094999999999999 0.091820000000000013 -0.11713499999999999 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00024583221293856091 -0.00017662593063007365 -8.4028895910836447e-05 -0.00023366053939932814 0.00061211190038001689 6.7467836133345307e-06
leaf_weight=0.0010019953988498372 0.0010964488185187509 0.0011952738282554622 0.0011046022079058788 0.0012923507787625627 0.0017877644510417231
leaf_count=348 409 210 511 567 1076
internal_value=0 3.1066e-05 8.26368e-05 0.000164356 0.000260745
internal_weight=0 0.00638199 0.00537999 0.00427539 0.00308012
internal_count=3121 2712 2364 1853 1643
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=6
num_cat=0
split_feature=160 16 2 0 2
split_gain=9.22089e-06 2.44695e-05 3.10074e-05 3.07114e-05 3.29851e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.098035000000000011 -0.15599999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0069445993241139207 -0.0051789678723340562 -0.018260653519272127 0.0059892892503182055 0.002888805792360033 0.027636504782951671
leaf_weight=0.0015071308894568083 0.0012866662044704277 0.0010970424975134756 0.0010152571667122264 0.001165405730913308 0.0010013306971541288
leaf_count=970 137 478 344 332 860
internal_value=0 0.00187295 -0.00660514 0.00705863 0.0143257
internal_weight=0 0.0055657 0.0021123 0.0034534 0.00216674
internal_count=3121 2151 822 1329 1192
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=6
num_cat=0
split_feature=51 160 49 4 1
split_gain=8.43516e-06 1.93179e-05 1.92111e-05 2.39896e-05 3.80973e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.080924999999999983 0.11588000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.013756656363829389 -0.0083433861866118054 0.010166380396843791 0.0065500155861242153 -0.021900191893270853 0.0026182209771530261
leaf_weight=0.0010495947140173644 0.0010351765878159865 0.0011491683026158645 0.0012862482411447221 0.0013293063901301692 0.0012111410512622299
leaf_count=651 409 249 642 987 183
internal_value=0 0.00142823 -0.0011723 -0.00457734 -0.0102112
internal_weight=0 0.00602546 0.00497586 0.0038267 0.00254045
internal_count=3121 2712 2061 1812 1170
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=7
num_cat=0
split_feature=52 16 12 13 151 1
split_gain=1.88641e-05 2.52476e-05 4.24655e-05 3.42131e-05 3.20538e-05 2.81132e-05
threshold=0.11434500000000002 0.013515000000000001 0.09141500000000001 0.030370000000000005 -0.0083949999999999979 0.102705
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00023697948292370567 -0.00025212634297721285 -5.1444372797270915e-05 0.00049918415420384995 -0.00035362873174571359 -1.8893977757409932e-05 0.00042584976401796023
leaf_weight=0.0010210732238490222 0.0010094790263900028 0.0011383014438450449 0.0010219333790438046 0.001075499347588894 0.0012021591644604595 0.001001846950068597
leaf_count=354 501 361 304 238 1156 207
internal_value=0 3.60938e-05 0.000209039 -5.07788e-05 5.02156e-05 0.000183268
internal_weight=0 0.00646081 0.00216023 0.00430058 0.00322508 0.00220401
internal_count=3121 2620 665 1955 1717 1363
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=5
num_cat=0
split_feature=160 16 2 0
split_gain=9.33838e-06 2.08477e-05 2.54252e-05 2.48379e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.098035000000000011 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=-0.0069927138052470646 -0.0016969766263585945 -0.01652710626032514 0.0054564770513614467 0.015286787562867447
leaf_weight=0.0015054990888756113 0.0017459132576307767 0.0010932115239064514 0.0010141539720012788 0.0016990695028239577
leaf_count=970 264 478 344 1065
internal_value=0 0.00188688 -0.00594767 0.00667944
internal_weight=0 0.00555235 0.00210737 0.00344498
internal_count=3121 2151 822 1329
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=6
num_cat=0
split_feature=151 1 2 1 1
split_gain=2.35917e-05 4.38494e-05 5.61217e-05 5.69249e-05 4.64617e-05
threshold=-0.080994999999999998 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.11955000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00028648753782526586 0.00031348568034748653 0.00045963569576252991 -0.00049103316322861063 -0.00027534227461548853 -1.9620045703811617e-05
leaf_weight=0.0010026338001220417 0.0013910022869262171 0.0014698385712041801 0.001057804536129876 0.0011556532331298004 0.0016516024039313374
leaf_count=421 1155 260 415 562 308
internal_value=0 3.5925e-05 -0.000111406 4.628e-05 0.000206054
internal_weight=0 0.0067259 0.00360446 0.00254666 0.00312144
internal_count=3121 2700 2132 1717 568
is_linear=0
shrinkage=0.00196078


Tree=9224
num_leaves=6
num_cat=0
split_feature=52 52 4 16 4
split_gain=1.20362e-05 2.28059e-05 4.88672e-05 3.17229e-05 1.96157e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.032969999999999992 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00038314645866588946 -0.00020011412973643109 0.00028233456937916184 -0.00024141775413383043 0.00033154756176532638 8.911394568432665e-05
leaf_weight=0.0011393914918891752 0.0010023021504084453 0.0011414582173596465 0.0011240102948090673 0.0012836856853977027 0.0017889768097448587
leaf_count=666 501 562 338 779 275
internal_value=0 3.07817e-05 -2.3029e-05 7.47424e-05 -3.84256e-05
internal_weight=0 0.00647752 0.00533606 0.00419667 0.00291299
internal_count=3121 2620 2058 1392 613
is_linear=0
shrinkage=0.00196078


Tree=9225
num_leaves=6
num_cat=0
split_feature=52 13 1 1 4
split_gain=1.50236e-05 2.77295e-05 2.03409e-05 4.17618e-05 4.68981e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11181500000000001 0.094385000000000011 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00029270324676998038 -0.00022409430002749589 0.00018302166743994455 -0.00019966655319322285 0.00039088622904559527 -0.00036061257820874592
leaf_weight=0.0012765989666528102 0.0010042374559290817 0.0012553234077654532 0.0017833339066287376 0.0010219268148703611 0.0011869918518015506
leaf_count=190 501 435 285 351 1359
internal_value=0 3.35302e-05 -2.95199e-05 5.80688e-05 -8.11905e-05
internal_weight=0 0.00652417 0.00524758 0.00346424 0.00244232
internal_count=3121 2620 2430 2145 1794
is_linear=0
shrinkage=0.00196078


Tree=9226
num_leaves=6
num_cat=0
split_feature=52 16 3 1 52
split_gain=2.41765e-05 2.95138e-05 5.89995e-05 4.73457e-05 4.10713e-05
threshold=0.11434500000000002 0.013515000000000001 -0.13309499999999996 0.094385000000000011 -0.088204999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00047095788150745285 -0.0002892116747801192 -6.7180693435937662e-05 -0.00019248978975617222 0.00027298797264688147 0.00046689729501910878
leaf_weight=0.0010231342062114548 0.0010233746623123435 0.0010341592340148338 0.0015125740345268166 0.0018897195452035949 0.0011912963658946949
leaf_count=147 501 482 1396 412 183
internal_value=0 3.45217e-05 -5.81045e-05 6.60483e-05 0.000218714
internal_weight=0 0.00665088 0.00442543 0.00340229 0.00222546
internal_count=3121 2620 1955 1808 665
is_linear=0
shrinkage=0.00196078


Tree=9227
num_leaves=7
num_cat=0
split_feature=1 4 4 1 47 1
split_gain=1.55179e-05 3.88322e-05 2.88623e-05 4.85309e-05 3.3278e-05 2.7905e-05
threshold=1.0000000180025095e-35 -0.27825499999999997 -0.033174999999999989 0.095950000000000021 0.086785000000000015 0.11392000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=9.9962762323513996e-05 -0.0002442048399041563 -0.00042979365255663154 0.00049035277510385089 0.00037306490959106636 -0.0002202692140064928 -7.1560897942507797e-05
leaf_weight=0.0011200318151372323 0.0010837899113708025 0.0010132512679759695 0.0010147970516481953 0.0011343011947605494 0.0014871289332661851 0.0010405066742341245
leaf_count=67 629 1545 225 198 182 275
internal_value=0 -0.000151657 4.41074e-05 0.000110921 5.77281e-06 0.00016034
internal_weight=0 0.00213328 0.00576052 0.00467673 0.00366194 0.00217481
internal_count=3121 1612 1509 880 655 473
is_linear=0
shrinkage=0.00196078


Tree=9228
num_leaves=6
num_cat=0
split_feature=151 1 1 47 13
split_gain=2.47688e-05 5.6609e-05 5.06248e-05 3.7623e-05 3.24129e-05
threshold=-0.081519999999999981 0.10471500000000002 0.080585000000000004 0.085770000000000027 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=-0.00028893798674155334 -0.0001968648036186903 0.000432845731951046 -0.00042235014386358201 1.4466829588704149e-06 0.00027091524940372721
leaf_weight=0.0010008206872933597 0.0010610253929855312 0.0016951913766791633 0.0013693879275358555 0.0014353348729249816 0.0012293479310645135
leaf_count=415 849 408 649 163 637
internal_value=0 4.14772e-05 -0.000124104 0.000235051 5.42141e-05
internal_weight=0 0.00679029 0.00365976 0.00313053 0.00229037
internal_count=3121 2706 2135 571 1486
is_linear=0
shrinkage=0.00196078


Tree=9229
num_leaves=6
num_cat=0
split_feature=1 4 3 150 43
split_gain=9.05724e-06 2.55213e-05 2.88876e-05 5.13597e-05 1.69733e-05
threshold=1.0000000180025095e-35 -0.011209999999999999 0.11296500000000002 0.087170000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0058961591429912332 -0.011027826383951424 0.010837542458555609 -0.0087533703652924108 -0.0074158638497599603 0.029229483645816481
leaf_weight=0.0019200432644460976 0.0011467466922080493 0.001000410471242901 0.0010127586000781711 0.0010289020591660661 0.0010067192354486383
leaf_count=1612 741 275 175 132 186
internal_value=0 0.00214155 0.00587154 0.0107501 0.0200624
internal_weight=0 0.00519554 0.00404879 0.00303603 0.00200713
internal_count=3121 1509 768 593 461
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=6
num_cat=0
split_feature=52 16 52 3 1
split_gain=1.78786e-05 2.87546e-05 4.23995e-05 4.23957e-05 4.48197e-05
threshold=0.11434500000000002 0.013515000000000001 -0.088204999999999992 -0.13309499999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00040465405738057588 -0.0002452135908116034 -7.4778126729483672e-05 0.00046526524567416013 -0.00020317140341671213 0.00024846863888317017
leaf_weight=0.00103185658106218 0.0010071434309055858 0.0010390410300885535 0.0012096542167677122 0.001514618840580087 0.001910194788083268
leaf_count=147 501 482 183 1396 412
internal_value=0 3.49666e-05 0.000215731 -5.62412e-05 4.87315e-05
internal_weight=0 0.00670537 0.0022487 0.00445667 0.00342481
internal_count=3121 2620 665 1955 1808
is_linear=0
shrinkage=0.00196078


Tree=9231
num_leaves=5
num_cat=0
split_feature=16 3 1 52
split_gain=8.9034e-06 3.24553e-05 4.29439e-05 1.67183e-05
threshold=0.0039400000000000008 -0.13309499999999996 0.10557500000000002 0.091275000000000009
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.018504088617037694 -0.0020046346860632348 -0.0084301254189864915 0.013490626352936123 0.014581906020671206
leaf_weight=0.0010072128701686177 0.0014904582734163343 0.0019132789018325347 0.00167705088275181 0.0010260154756242842
leaf_count=172 687 1755 366 141
internal_value=0 -0.00264103 0.00180911 0.00475802
internal_weight=0 0.00459754 0.00359033 0.00251647
internal_count=3121 2293 2121 828
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=6
num_cat=0
split_feature=52 15 15 2 4
split_gain=9.54771e-06 3.40598e-05 1.73574e-05 5.27565e-05 1.21012e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.017719860604589056 -0.011722251667014547 -0.0073739855836419581 0.01836263089796086 -0.013941533132073334 0.0032792876005693014
leaf_weight=0.0011121443444708757 0.0014328036333135668 0.0010530229584492352 0.001117897994131162 0.0013738456764278693 0.0010147068980107103
leaf_count=516 367 437 1187 316 298
internal_value=0 0.00551554 -0.00244858 0.00134083 0.0111859
internal_weight=0 0.00216517 0.00493925 0.00350645 0.0021326
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=6
num_cat=0
split_feature=4 42 0 49 0
split_gain=9.7918e-06 1.87353e-05 2.23428e-05 4.517e-05 5.60488e-05
threshold=0.27834500000000006 0.087075000000000014 0.051010000000000007 -0.006494999999999999 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.019003381181876292 0.0068553828762597723 -0.014247884176279674 0.013551440332625501 0.020493781809516099 -0.011135254941285363
leaf_weight=0.001177822385803285 0.0016036126727850758 0.0010211182918752676 0.0010466004951849676 0.0011572066119777259 0.0010861098051770891
leaf_count=364 340 970 153 225 1069
internal_value=0 -0.0020272 0.000765883 -0.0031455 0.00518047
internal_weight=0 0.00548886 0.00446774 0.00342114 0.00224332
internal_count=3121 2781 1811 1658 1294
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
num_cat=0
split_feature=52 160 52 43 1
split_gain=1.07905e-05 2.10816e-05 2.32597e-05 2.95064e-05 4.21306e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.00045499999999999995 0.10612500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0074555692588102219 -0.014903122983403112 -0.016810735190729047 0.014216591661429259 0.016711988010797593 -0.0096079857110350306
leaf_weight=0.0015179986548386612 0.0010388272840105035 0.0010697575347648402 0.0010160462836140477 0.001177133772660611 0.0012582582402051537
leaf_count=771 825 768 233 366 158
internal_value=0 -0.0020571 0.000894503 -0.0029672 0.00311363
internal_weight=0 0.00556002 0.0045212 0.00350515 0.00243539
internal_count=3121 2350 1525 1292 524
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=6
num_cat=0
split_feature=1 42 48 4 1
split_gain=2.43926e-05 3.79506e-05 4.60667e-05 3.36063e-05 2.33938e-05
threshold=1.0000000180025095e-35 0.086375000000000021 0.086260000000000017 -0.27825499999999997 0.10727500000000002
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=5.7199389970838247e-05 0.00030577754234691442 0.00037077614766038995 -0.00031191870137915279 -0.00043990653278173339 -3.7326160496798511e-05
leaf_weight=0.0010741649632056791 0.0013679418471813181 0.0012113311490557846 0.0014240506814747001 0.0010187303876561275 0.0017306282103514072
leaf_count=67 485 540 228 1545 256
internal_value=0 6.25455e-05 -2.00105e-05 -0.00018477 0.000114146
internal_weight=0 0.00573395 0.00452262 0.0020929 0.00309857
internal_count=3121 1509 969 1612 741
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=5
num_cat=0
split_feature=1 42 0 49
split_gain=1.10724e-05 2.46754e-05 2.55096e-05 3.18288e-05
threshold=1.0000000180025095e-35 0.086375000000000021 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0065337761976765971 -0.0084618527937429678 0.015782122362949576 -0.011196363205557724 0.014396123931911423
leaf_weight=0.0019061845996053584 0.0010304359874587455 0.0010857621287287574 0.001567078284904282 0.0014901065676827261
leaf_count=1612 167 540 571 231
internal_value=0 0.00238189 -0.00117751 0.00505144
internal_weight=0 0.00517338 0.00408762 0.00252054
internal_count=3121 1509 969 398
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=6
num_cat=0
split_feature=52 160 13 2 4
split_gain=9.67927e-06 1.77688e-05 2.1846e-05 2.48735e-05 2.31059e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.10444500000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0070550651291878836 -0.013760234008654197 0.010654063351836891 -0.021283745065507651 0.008715536852474606 0.00012788346666985537
leaf_weight=0.0015196125400143475 0.0010364605346510417 0.0014931274314306559 0.0010043539324523832 0.001005535007199505 0.0010116358789058341
leaf_count=771 825 431 737 227 130
internal_value=0 -0.00195228 0.000758555 -0.00413145 -0.0105393
internal_weight=0 0.00555111 0.00451465 0.00302152 0.00201599
internal_count=3121 2350 1525 1094 867
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=6
num_cat=0
split_feature=150 0 3 15 2
split_gain=9.11329e-06 2.1507e-05 1.94918e-05 1.88252e-05 9.89521e-06
threshold=0.081835000000000019 -0.060129999999999996 -0.10115999999999999 -0.015744999999999999 0.11177500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0059363128962257958 0.0064856610289975277 0.015047955815984452 -0.0033108778625392556 0.0037797366454541273 -0.019722253108183155
leaf_weight=0.0010318748944022147 0.0016518452016031932 0.0010854817255154053 0.0012377417365959571 0.0010036116890247094 0.0010509292754146938
leaf_count=739 420 178 322 1248 214
internal_value=0 -0.00200061 0.00526694 -0.00747107 -0.0128923
internal_weight=0 0.00540964 0.00232322 0.00308642 0.0020828
internal_count=3121 2701 500 2201 953
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=5
num_cat=0
split_feature=15 151 43 2
split_gain=1.9265e-05 2.68121e-05 2.99767e-05 4.69814e-05
threshold=-0.24436499999999997 -0.016164999999999995 -0.074359999999999996 0.097845000000000015
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.00024661058657772658 0.00020451816545981541 8.7986658674129095e-05 -0.0004853657528025104 -7.9420959376327325e-06
leaf_weight=0.0010638723468676808 0.0013848491037043251 0.0019670751842510792 0.001422399849262442 0.0017893719640540246
leaf_count=253 522 826 1091 429
internal_value=0 -3.78281e-05 -0.000102633 -0.000219379
internal_weight=0 0.0065637 0.00517885 0.00321177
internal_count=3121 2868 2346 1520
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=1.08981e-05 2.03299e-05 2.39982e-05 2.15673e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0063982859250034212 0.014496005676750929 0.014616351340843374 -0.012050892784768397 -0.0033561449390350734
leaf_weight=0.0019389302544204267 0.0012019433594600984 0.0010766783530787314 0.0012981873506712205 0.0015486800200140002
leaf_count=1636 469 532 228 256
internal_value=0 0.0024034 -0.00084433 0.00444473
internal_weight=0 0.00512549 0.00404881 0.00275062
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=6
num_cat=0
split_feature=4 4 12 1 52
split_gain=1.98536e-05 3.21597e-05 2.83341e-05 5.69686e-05 1.20864e-05
threshold=0.27834500000000006 0.098655000000000007 0.051320000000000005 0.094385000000000011 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-8.564390475186744e-05 0.00019019232128551363 -0.00033885521719820017 -0.00030064113637029308 0.00049202176883713657 1.4730325338430808e-06
leaf_weight=0.001581391478104851 0.0017101357718938021 0.0011829881095769658 0.0010355099069663889 0.0011220837135020451 0.0010015141912760163
leaf_count=225 340 207 1155 273 921
internal_value=0 -4.96414e-05 2.25317e-05 0.000154118 -0.000152105
internal_weight=0 0.00592349 0.0047405 0.00270348 0.00203702
internal_count=3121 2781 2574 498 2076
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=5
num_cat=0
split_feature=4 48 2 15
split_gain=1.48147e-05 2.19914e-05 5.0504e-05 4.40431e-05
threshold=0.27834500000000006 0.083985000000000018 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00031177617604791999 0.00016112640459500058 0.00013717813778349485 -0.00047998156337357352 0.00019132779979834686
leaf_weight=0.0010489343818249164 0.0016689262745699087 0.0017147239243287642 0.0011279502089282262 0.0018469447508340851
leaf_count=473 340 546 427 1335
internal_value=0 -4.87638e-05 -0.000128001 9.09538e-06
internal_weight=0 0.00573855 0.00402383 0.00289588
internal_count=3121 2781 2235 1808
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=5
num_cat=0
split_feature=4 16 48 2
split_gain=1.04317e-05 1.9945e-05 3.30153e-05 2.74535e-05
threshold=0.27834500000000006 -0.094359999999999986 0.084170000000000009 0.096540000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010984835169808853 0.0071009930838870057 -0.01228725054856214 0.0172074279024301 0.0080990613138239853
leaf_weight=0.001724188086571599 0.0015979082563302126 0.0015831716111936881 0.0010349856579867779 0.0011335344895093786
leaf_count=479 340 1444 419 439
internal_value=0 -0.00208236 0.00200901 -0.00378115
internal_weight=0 0.00547588 0.00375169 0.00271671
internal_count=3121 2781 2302 1883
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=9.06173e-06 2.87145e-05 3.80345e-05 2.52463e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.018760370195853512 0.0073977540649461208 -0.012740341953060697 -0.013619132422099471 0.0050262892072936369
leaf_weight=0.0010927341923310423 0.0013393620822469811 0.0016774887845876522 0.0012840665676194473 0.0016715054561775961
leaf_count=160 279 1443 730 509
internal_value=0 -0.00173916 0.00281938 -0.00307433
internal_weight=0 0.0057258 0.00404831 0.00295557
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=6
num_cat=0
split_feature=12 52 4 2 2
split_gain=9.69042e-06 2.30591e-05 4.89777e-05 2.08445e-05 5.0366e-06
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.098035000000000011 0.095195000000000016
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011822653739365082 -0.0071604125087530836 0.02151911549054069 -0.014539557452343014 0.0037196552093559558 0.011542764841397511
leaf_weight=0.0010019839650294658 0.0014927571968438866 0.0010122773865200367 0.0011177058593060051 0.0014189053293279859 0.0010119269555756158
leaf_count=554 477 1165 394 335 196
internal_value=0 0.00191352 0.00493128 -0.00432589 0.0165318
internal_weight=0 0.0055628 0.00456082 0.00253661 0.0020242
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=6
num_cat=0
split_feature=1 4 3 2 13
split_gain=2.3205e-05 2.62359e-05 3.84305e-05 5.56687e-05 9.85222e-06
threshold=1.0000000180025095e-35 -0.033174999999999989 0.11296500000000002 1.0000000180025095e-35 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0003186033082640176 -0.00022253946666643678 -2.3127980069846189e-06 -0.00019722038313734706 0.00049963529663167778 -4.775538687856806e-05
leaf_weight=0.0010534478544013438 0.0010454621860111098 0.001881893649610082 0.0010979045777663975 0.0015484399108297079 0.0010127475253946935
leaf_count=968 629 354 186 340 644
internal_value=0 5.74335e-05 0.000122073 0.000224265 -0.000185847
internal_weight=0 0.0055737 0.00452824 0.00343033 0.0020662
internal_count=3121 1509 880 694 1612
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=6
num_cat=0
split_feature=457 43 2 13 13
split_gain=1.74665e-05 3.26608e-05 4.80301e-05 3.29954e-05 3.09553e-05
threshold=0.045365000000000009 -0.074359999999999996 0.097845000000000015 -0.0062949999999999994 -0.070999999999999994
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00039789975072759322 0.00023100041163219429 -0.00037787191429850502 0.00029131710310958964 -7.4424522571124493e-05 -0.00015537448240737691
leaf_weight=0.0010787345299073246 0.0010565209400511359 0.0018662141275552343 0.0010630568280329488 0.0012025192029138745 0.0013589101005530451
leaf_count=741 289 1167 194 351 379
internal_value=0 -4.06294e-05 -0.000141469 0.000148923 4.06887e-05
internal_weight=0 0.00656943 0.00428818 0.00228125 0.00242197
internal_count=3121 2832 1740 1092 573
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=6
num_cat=0
split_feature=43 3 12 2 16
split_gain=1.60159e-05 3.78329e-05 3.04447e-05 5.33504e-05 3.6376e-05
threshold=-0.074359999999999996 -0.078934999999999991 0.098810000000000023 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-7.8375247646301829e-05 -0.00034168941885900759 0.00041938783524226984 -0.00036419615334433816 0.00032182386297195236 -0.00013064111825957954
leaf_weight=0.001417496854969438 0.0011777418459679653 0.0010020748898670641 0.0010462470418643594 0.0018277968875727183 0.0010908249815600958
leaf_count=840 876 392 315 359 339
internal_value=0 0.000127775 -6.56746e-05 1.05704e-05 0.000152717
internal_weight=0 0.00241957 0.00514261 0.00409636 0.00291862
internal_count=3121 1232 1889 1574 698
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=5
num_cat=0
split_feature=1 4 3 2
split_gain=1.10386e-05 2.37738e-05 3.04268e-05 4.99972e-05
threshold=1.0000000180025095e-35 -0.011209999999999999 0.11296500000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.006526467001421731 -0.010345284169179875 -0.00040252458194500561 -0.0089947497657279774 0.025541119237128457
leaf_weight=0.0019045759129215252 0.0011436118326630567 0.0016851464780522124 0.0010136697546291465 0.0013283724574162036
leaf_count=1612 741 288 175 305
internal_value=0 0.00237896 0.00599229 0.0110335
internal_weight=0 0.0051708 0.00402719 0.00301352
internal_count=3121 1509 768 593
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=6
num_cat=0
split_feature=1 4 3 2 4
split_gain=2.07873e-05 2.95709e-05 4.45873e-05 6.10007e-05 1.92607e-05
threshold=1.0000000180025095e-35 0.0061450000000000003 0.11296500000000002 1.0000000180025095e-35 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=6.9293689934057057e-06 -0.00015720889701026946 4.5204054020676722e-05 -0.00020059381226857141 0.00062910408074804325 -0.00036954000380079276
leaf_weight=0.0010887485682146824 0.0017463213598848957 0.0017500347935670215 0.0010297559165243237 0.0011333908703297444 0.0010045660729894003
leaf_count=67 921 196 152 240 1545
internal_value=0 5.4957e-05 0.00014964 0.000274718 -0.000173735
internal_weight=0 0.0056595 0.00391318 0.00288343 0.00209331
internal_count=3121 1509 588 436 1612
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=1.17822e-05 2.43745e-05 3.79112e-05 2.08233e-05
threshold=0.11217000000000001 -0.074359999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00019110993346418598 0.0001483745826995453 -0.00017371447655589687 -0.00032745535734309119 0.00017261035888393363
leaf_weight=0.0013553355484051824 0.0016209634683484403 0.001103542037355043 0.0018279820147927232 0.0016892185413958133
leaf_count=1050 217 187 1417 250
internal_value=0 -4.01081e-05 -0.000107928 3.57622e-05
internal_weight=0 0.00597608 0.00462074 0.00279276
internal_count=3121 2904 1854 437
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=6
num_cat=0
split_feature=457 15 12 3 3
split_gain=2.73009e-05 3.53671e-05 3.81118e-05 6.04482e-05 4.81501e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.051320000000000005 -0.10519499999999998 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00039206105207922789 0.00028757970258525369 -0.00036923878017507453 0.0001125391519784188 -0.00049374048781392966 -0.00010272886826419924
leaf_weight=0.0016372686187211139 0.00108363511734599 0.0011003479111058477 0.0013995407904614711 0.0011532642154673878 0.0014050987481572998
leaf_count=373 289 1167 198 873 221
internal_value=0 -4.78882e-05 1.53087e-05 -0.000161356 0.000163545
internal_weight=0 0.00669552 0.00559517 0.00255281 0.00304237
internal_count=3121 2832 1665 1071 594
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=6
num_cat=0
split_feature=52 15 2 16 1
split_gain=9.59484e-06 3.09598e-05 1.74094e-05 4.35645e-05 3.9184e-05
threshold=-0.046924999999999988 -0.053579999999999996 0.10097500000000002 -0.29154999999999992 0.10638500000000002
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.017197621238881741 0.012234738191833662 -0.0067057765158703144 0.0054673142247387684 -0.022689496742604336 -0.012462785752667483
leaf_weight=0.0011093704807065793 0.0016953027784000251 0.0010591919006503613 0.0010637297550049219 0.0011366777515263418 0.0010343308278744833
leaf_count=516 1515 437 227 270 156
internal_value=0 0.00552247 -0.0024592 -0.00907782 0.00287619
internal_weight=0 0.00216856 0.00493004 0.00220041 0.00272963
internal_count=3121 953 2168 497 1671
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=7
num_cat=0
split_feature=11 43 2 3 4 0
split_gain=2.54052e-05 6.22282e-05 6.48541e-05 4.17784e-05 2.92842e-05 3.19744e-05
threshold=0.076920000000000002 -0.067199999999999996 0.089885000000000007 -0.075944999999999985 0.055260000000000011 -0.070889999999999995
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=6.1371064787935344e-05 -0.00029332467359680293 -0.00042650879175150846 0.00045842054084952474 0.00059814626005664021 -0.0001773095245689774 -3.0530940483740556e-05
leaf_weight=0.0012245911665055059 0.0010276904284798527 0.0015063919506844523 0.001001958774195373 0.0010233323352329016 0.0012058027760604448 0.0010562689165715153
leaf_count=900 226 855 270 375 282 213
internal_value=0 3.6766e-05 -8.99753e-05 0.00030573 6.53392e-05 0.000207494
internal_weight=0 0.00701835 0.00477042 0.00224792 0.00326403 0.00205823
internal_count=3121 2895 1620 1275 765 483
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=5
num_cat=0
split_feature=1 42 16 13
split_gain=1.11659e-05 2.34756e-05 3.04571e-05 2.66626e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.00096999999999999983
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.016403656572068808 0.0081459874861408467 -0.011878016390288683 0.0101915020780573 -0.0098587101486329026
leaf_weight=0.0010968979913082251 0.001354209010356172 0.0016833607946436843 0.0010006609750277552 0.0019668409591761925
leaf_count=160 279 1443 574 665
internal_value=0 -0.00194756 0.00216535 -0.00309765
internal_weight=0 0.00574776 0.0040644 0.0029675
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=5
num_cat=0
split_feature=43 2 2 16
split_gain=1.00616e-05 2.06166e-05 1.73631e-05 2.66935e-05
threshold=-0.074359999999999996 0.086950000000000013 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.014553459610621667 -0.010940992659405284 -0.0045319161929216192 0.0094671514269714738 -0.0091185392700733336
leaf_weight=0.0011893211231354369 0.0016457281582928818 0.0010799452953984979 0.0018523337846662099 0.0013259240244906409
leaf_count=514 969 718 455 465
internal_value=0 0.00547072 -0.00260367 0.00171347
internal_weight=0 0.00226927 0.00482399 0.00317826
internal_count=3121 1232 1889 920
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=5
num_cat=0
split_feature=16 15 0 12
split_gain=1.02131e-05 2.86784e-05 2.70269e-05 1.77325e-05
threshold=0.0039400000000000008 -0.03241999999999999 -0.11013499999999998 0.051320000000000005
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0046596306984653113 0.014201980477778361 -0.01390702595185624 0.014780011825963477 -0.0026329709089094083
leaf_weight=0.0018549325556927714 0.0011562723070814482 0.001547534647488958 0.0011639658451338894 0.0013634483817753684
leaf_count=348 232 1284 661 596
internal_value=0 -0.00283842 0.00283551 0.0050924
internal_weight=0 0.00456643 0.0030189 0.00251972
internal_count=3121 2293 1009 828
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.02342e-05 2.81716e-05 5.20485e-05 4.55527e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00015644610252146265 -0.00026115464304325036 -0.00010611581957349168 -0.00030267738663709192 0.00039127160413475682
leaf_weight=0.0018677565189034648 0.0010290965380596708 0.0012314493264529128 0.0019305247190495207 0.0016651722797007542
leaf_count=882 501 751 333 654
internal_value=0 3.41656e-05 -7.69092e-05 0.000179816
internal_weight=0 0.0066949 0.00379828 0.00289662
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=6
num_cat=0
split_feature=52 15 15 2 3
split_gain=8.34429e-06 2.70367e-05 1.80026e-05 4.54126e-05 1.21135e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.075634999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016077310313892423 -0.011741564173751405 -0.0062706875763012346 0.017980517872624963 -0.012654130011564674 0.002873971488536253
leaf_weight=0.0011072284864308524 0.0014313417531142633 0.001059223427029152 0.0011035611260580918 0.0013657568419027264 0.0010227526586089782
leaf_count=516 367 437 1201 316 284
internal_value=0 0.00515091 -0.00229652 0.00157485 0.0107143
internal_weight=0 0.00216645 0.00492341 0.00349207 0.00212631
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=5
num_cat=0
split_feature=3 3 12 2
split_gain=9.35157e-06 1.34363e-05 2.6272e-05 3.83564e-05
threshold=0.13524500000000003 0.083060000000000009 0.092355000000000007 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0020622311868159224 0.0082132403717285821 -0.0090088533556413591 -0.0086090044351211804 0.022923423443219182
leaf_weight=0.0015740427425967047 0.0011549568499224115 0.001739804231786048 0.0016027448641973275 0.0010077808917031007
leaf_count=1442 192 228 901 358
internal_value=0 -0.00162311 0.00144763 0.00769059
internal_weight=0 0.00592437 0.00418457 0.00258182
internal_count=3121 2929 2701 1800
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=6
num_cat=0
split_feature=2 1 4 16 12
split_gain=1.92558e-05 1.85364e-05 4.86283e-05 3.32037e-05 2.05876e-05
threshold=-1.0000000180025095e-35 0.10587000000000001 -0.0016099999999999997 -0.071854999999999988 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.0002469150116226545 -0.00013517931096428099 0.00025131591326350313 -0.00050173099835732122 -0.00017225544903175404 0.00021591194706286596
leaf_weight=0.0010201086065332928 0.0016317672465838578 0.0017014880519125395 0.0010092428201280332 0.0012229381915172559 0.0010587866490374836
leaf_count=199 1137 269 576 264 676
internal_value=0 -4.24792e-05 -0.000134695 7.41866e-05 2.98211e-06
internal_weight=0 0.00662422 0.0036998 0.00292443 0.00269055
internal_count=3121 2922 2389 533 1813
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=6
num_cat=0
split_feature=147 151 4 16 16
split_gain=1.74929e-05 2.97519e-05 5.32845e-05 5.00993e-05 2.14318e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.16703000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00034236871888280394 0.00023663227769584326 -0.00046014324337267796 0.00036047263314177883 0.00016975553414821836 -0.0001531880340855666
leaf_weight=0.0010428020024604214 0.0010277994322416151 0.001051218311141374 0.0013339683050035004 0.001860304500740508 0.0013733191379965233
leaf_count=412 183 392 316 1405 413
internal_value=0 -3.8197e-05 1.82546e-05 -8.82857e-05 3.26015e-05
internal_weight=0 0.00666161 0.00561881 0.00428484 0.00323362
internal_count=3121 2938 2526 2210 1818
is_linear=0
shrinkage=0.00196078


Tree=9263
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=9.63751e-06 1.84206e-05 2.65192e-05 1.90715e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0060169789603549692 0.014156838958813199 0.013870994353810714 -0.012549510862242416 -0.0026004464103825194
leaf_weight=0.0019448264452346931 0.0012071423384138154 0.0010776980887893042 0.0013098900391681867 0.0015528368216051207
leaf_count=1636 469 532 228 256
internal_value=0 0.00224602 -0.00083227 0.00472875
internal_weight=0 0.00514757 0.00406987 0.00275998
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=6
num_cat=0
split_feature=147 151 4 16 16
split_gain=1.82043e-05 3.10733e-05 6.51794e-05 5.06398e-05 2.01809e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.16703000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003576206361310252 0.00024337985141349366 -0.00047791938643116174 0.00039974622742079317 0.00015607537655990314 -0.0001610235518642888
leaf_weight=0.001003968632805669 0.0010031552387654687 0.0010356604110557804 0.0013074814941771741 0.0018206865256505645 0.0013392100903021659
leaf_count=412 183 392 316 1405 413
internal_value=0 -4.03905e-05 1.74846e-05 -0.000101641 2.16842e-05
internal_weight=0 0.00650701 0.00550304 0.00419556 0.0031599
internal_count=3121 2938 2526 2210 1818
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.00188e-05 2.4456e-05 2.75546e-05 2.65845e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01590463045931758 0.0077214975133460054 -0.012001107191038493 -0.013490172633290229 0.0056148970938511809
leaf_weight=0.001095429351413932 0.0013530145886824479 0.0016777187076429129 0.0012840860588996337 0.0016828454412476206
leaf_count=160 279 1443 730 509
internal_value=0 -0.00184416 0.00235057 -0.00265376
internal_weight=0 0.00574008 0.00406236 0.00296693
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.91988e-05 2.48264e-05 3.06755e-05 3.25908e-05 2.58015e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00025353560792315598 0.00028813335881740264 -0.00025152617399113564 0.00034418504154299067 0.00011873978880904748 -0.00027676393095982206
leaf_weight=0.0010417542698829907 0.001198524905798041 0.0015990880855575912 0.0011707589841554403 0.0014866929085282248 0.0011058998259697922
leaf_count=862 448 820 322 230 439
internal_value=0 3.30038e-05 -2.40186e-05 7.26518e-05 -4.99668e-05
internal_weight=0 0.00656096 0.00536244 0.00376335 0.00259259
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=6
num_cat=0
split_feature=52 52 4 16 4
split_gain=1.79022e-05 2.54463e-05 4.60405e-05 2.6263e-05 2.42326e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.032969999999999992 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00036842042896705719 -0.00024520946846530228 0.00029359666557304896 -0.00025341101524841434 0.00030115549193801138 0.00011056280606729511
leaf_weight=0.0011681774319522676 0.0010250619702847101 0.0011850810622955508 0.0011551216041908634 0.0013168845938005386 0.0017978230955518425
leaf_count=666 501 562 338 779 275
internal_value=0 3.32465e-05 -2.34905e-05 7.08784e-05 -3.18151e-05
internal_weight=0 0.00662309 0.00543801 0.00426983 0.00295294
internal_count=3121 2620 2058 1392 613
is_linear=0
shrinkage=0.00196078


Tree=9268
num_leaves=5
num_cat=0
split_feature=3 0 0 4
split_gain=8.18414e-06 1.50868e-05 3.48956e-05 1.63123e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.060129999999999996 -0.16363499999999997
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0074522740683330944 0.0076587078935672964 -0.014184286986179871 -0.0058978635800311548 0.010404434634773398
leaf_weight=0.0014236499683871768 0.0011596356812774841 0.0020071270107876382 0.0010649134475370482 0.0014488845053425333
leaf_count=173 192 2232 234 290
internal_value=0 -0.00152511 -0.00435211 0.00349834
internal_weight=0 0.00594457 0.00452092 0.0025138
internal_count=3121 2929 2756 524
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=6
num_cat=0
split_feature=2 15 1 151 16
split_gain=1.68101e-05 2.47102e-05 3.40231e-05 4.2353e-05 5.85167e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.0083949999999999979 -0.13088499999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00015797759382358946 -0.00030350863280918778 -0.00036595269246121815 -0.00028507938307575003 0.00054636414749965694 -4.8784247142444692e-05
leaf_weight=0.001003108209057634 0.0015328334317794294 0.0012229927212221107 0.0010840009840658296 0.00101351739505047 0.0017014800415525665
leaf_count=199 848 1197 238 178 461
internal_value=0 -0.000114582 -5.69242e-05 4.25685e-05 0.000173387
internal_weight=0 0.00655482 0.00533183 0.003799 0.002715
internal_count=3121 2922 1725 877 639
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=6
num_cat=0
split_feature=43 13 16 15 16
split_gain=8.46073e-06 2.11706e-05 1.72672e-05 1.74957e-05 4.87552e-05
threshold=-0.074359999999999996 -0.0062949999999999994 0.064860000000000015 -0.10203999999999998 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.015137941102084352 -0.0076358042952008945 -0.0042055527410072152 -0.013941462288382165 -0.0085951893724067162 0.020658158354750614
leaf_weight=0.0010734902652319745 0.001525889062085875 0.001196360607823468 0.001030409900236875 0.0011265051540279331 0.001152718140426087
leaf_count=849 334 383 323 242 990
internal_value=0 0.00494265 -0.00245812 0.000651523 0.0061997
internal_weight=0 0.00226985 0.00483552 0.00380511 0.00227922
internal_count=3121 1232 1889 1566 1232
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=5
num_cat=0
split_feature=16 1 1 52
split_gain=7.87598e-06 2.58676e-05 3.41395e-05 1.65714e-05
threshold=0.0039400000000000008 0.094385000000000011 0.11212500000000002 0.091275000000000009
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012424627951629056 -0.0023045339630188215 0.015385409496474534 -0.0064963404063820042 0.014195866600716901
leaf_weight=0.0016807023114772052 0.0014977325550874568 0.0012778865673606977 0.0016129740153017877 0.0010253292482751801
leaf_count=1685 687 283 325 141
internal_value=0 -0.00255924 0.00317635 0.00440095
internal_weight=0 0.00457156 0.00289086 0.00252306
internal_count=3121 2293 608 828
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=6
num_cat=0
split_feature=1 48 2 15 12
split_gain=8.21226e-06 2.51809e-05 2.96083e-05 2.71602e-05 1.55015e-05
threshold=0.11323000000000001 0.089575000000000016 0.10097500000000002 -0.0072999999999999992 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.012242781415116925 0.013082948090697464 0.011697855107091905 -0.018088944814691987 0.0088734119873674477 -0.0036570415383474645
leaf_weight=0.0010239160467078105 0.001141873348565381 0.0010087999427827992 0.0013354456177933653 0.0015035962368921446 0.0010729708405656107
leaf_count=669 319 319 485 1182 147
internal_value=0 -0.00237072 -0.00604468 0.000319068 0.00497334
internal_weight=0 0.00487176 0.00386296 0.00252751 0.00221484
internal_count=3121 2655 2336 1851 466
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=5
num_cat=0
split_feature=13 2 2 2
split_gain=7.86744e-06 1.94272e-05 3.66656e-05 3.80124e-05
threshold=0.11217000000000001 0.11704500000000001 0.099185000000000009 0.084245000000000014
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0050197537332997734 0.0063353816109208445 -0.013747489223120231 0.013790836710643765 -0.017727779817650603
leaf_weight=0.001611373252565692 0.0015093558908867979 0.0010942852425035185 0.0015114361714594605 0.0013501137623352904
leaf_count=881 217 358 473 1192
internal_value=0 -0.00180441 0.00111742 -0.00535063
internal_weight=0 0.00556721 0.00447292 0.00296149
internal_count=3121 2904 2546 2073
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=6
num_cat=0
split_feature=52 13 13 2 16
split_gain=2.20382e-05 2.58508e-05 1.91192e-05 2.59115e-05 1.65061e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.084245000000000014 -0.087659999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00022345799441276278 -0.00027378464876607722 0.00010573098390221395 0.00013457946818386235 -8.7345293334846144e-05 -0.0004423171190255582
leaf_weight=0.0019591428496943614 0.0010308131281113455 0.0011260432784913343 0.0015338931529801634 0.0010026741672638389 0.0010119117287770507
leaf_count=776 501 542 179 281 842
internal_value=0 3.43867e-05 -4.48552e-05 -0.000132492 -0.000265645
internal_weight=0 0.00663367 0.00467452 0.00314063 0.00201459
internal_count=3121 2620 1844 1665 1123
is_linear=0
shrinkage=0.00196078


Tree=9275
num_leaves=6
num_cat=0
split_feature=52 13 13 1 0
split_gain=1.92417e-05 2.50889e-05 1.64529e-05 2.79226e-05 3.93426e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11217000000000001 0.10887500000000001 -0.13455999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00022051251065288328 -0.00024929244828571771 0.00029226575659921757 0.00012465059538658993 -0.00036438786809386153 -0.00025402776530299159
leaf_weight=0.0019872166055242071 0.0010542086026641565 0.001004582555013979 0.0015364525123064761 0.0011638661587601786 0.001022944748790032
leaf_count=776 501 167 179 241 1257
internal_value=0 3.56476e-05 -4.20552e-05 -0.000122313 1.66453e-05
internal_weight=0 0.00671506 0.00472785 0.00319139 0.00202753
internal_count=3121 2620 1844 1665 1424
is_linear=0
shrinkage=0.00196078


Tree=9276
num_leaves=5
num_cat=0
split_feature=1 13 1 0
split_gain=1.83583e-05 1.76111e-05 2.54208e-05 1.2008e-05
threshold=0.11588000000000001 -0.036034999999999991 0.089175000000000018 -0.071924999999999989
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.00021285279290784754 0.00030512305994912544 0.00019885390099533065 -0.00013128908253609014 7.5410220477586462e-06
leaf_weight=0.0019707724141665955 0.0010118538323385458 0.0016321256569908188 0.0019900172596374333 0.0010754185073763201
leaf_count=1440 189 842 424 226
internal_value=0 -6.36873e-05 1.74723e-05 0.000151801
internal_weight=0 0.00559292 0.00362214 0.00208727
internal_count=3121 2706 1266 415
is_linear=0
shrinkage=0.00196078


Tree=9277
num_leaves=5
num_cat=0
split_feature=49 15 15 12
split_gain=8.69131e-06 1.84046e-05 3.98691e-05 3.12266e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.24436499999999997 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0063784804662924514 0.008112663696691948 0.014526232511989834 -0.016964276339985634 -0.0067679493899944626
leaf_weight=0.0016142572834477323 0.0010000816715069374 0.0013669803438977441 0.001731971958703253 0.0013878058828018373
leaf_count=425 253 200 860 1383
internal_value=0 -0.00196905 -0.00778474 0.00379865
internal_weight=0 0.00548684 0.00273205 0.00275479
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9278
num_leaves=6
num_cat=0
split_feature=52 12 1 48 2
split_gain=2.08191e-05 2.94579e-05 3.17243e-05 2.57164e-05 3.09e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00016187460476663665 -0.00026341497443860355 0.00025018301177776107 -0.0002917992776393916 0.00031355793499072694 -0.00028834659685442762
leaf_weight=0.0012165330758131488 0.0010190588054078834 0.0018183406597703615 0.0013958871979109595 0.0010547497913035424 0.0011309542679376174
leaf_count=1062 501 558 310 324 366
internal_value=0 3.7655e-05 -4.28865e-05 5.92387e-05 -5.50295e-05
internal_weight=0 0.00661646 0.00479812 0.00340224 0.00234749
internal_count=3121 2620 2062 1752 1428
is_linear=0
shrinkage=0.00196078


Tree=9279
num_leaves=5
num_cat=0
split_feature=52 13 1 15
split_gain=2.93584e-05 4.05104e-05 2.09827e-05 5.99668e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00027841357279494665 -0.00031008613326230798 0.00032660291731605802 -0.00022523264045202186 -0.00023287302250231539
leaf_weight=0.0019920121038861649 0.0010396219094602312 0.0014673750438226932 0.0017513889967467173 0.0014789062098866657
leaf_count=776 501 611 250 983
internal_value=0 4.40955e-05 -5.52653e-05 4.57701e-05
internal_weight=0 0.00668968 0.00469767 0.00294628
internal_count=3121 2620 1844 1594
is_linear=0
shrinkage=0.00196078


Tree=9280
num_leaves=5
num_cat=0
split_feature=150 0 15 15
split_gain=1.80532e-05 2.30259e-05 5.72146e-05 5.61089e-05
threshold=0.081835000000000019 -0.019414999999999998 -0.0088349999999999974 -0.10653
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-5.5996167702649751e-05 0.00016729979639770913 0.00012023754556486254 0.00019293218322282647 -0.00062956882367330269
leaf_weight=0.0014947458039870601 0.0017874619787125881 0.0018920688180649996 0.0013098436800489531 0.0011681618098898887
leaf_count=415 420 317 1234 735
internal_value=0 -5.77903e-05 -0.000142578 -0.00030761
internal_weight=0 0.00586482 0.00397275 0.00266291
internal_count=3121 2701 2384 1150
is_linear=0
shrinkage=0.00196078


Tree=9281
num_leaves=6
num_cat=0
split_feature=484 51 48 12 4
split_gain=1.87438e-05 2.19844e-05 2.53754e-05 3.54705e-05 2.61448e-05
threshold=0.064170000000000019 -0.010009999999999998 0.082620000000000013 0.090455000000000021 0.010840000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00030610964251730617 0.00024537080990144172 -0.00027318820325809373 0.00040483779161499904 0.00011078825162773778 -4.0281710667623622e-05
leaf_weight=0.0010290643703001852 0.0010001886087861647 0.0019526972747548074 0.001010685510909346 0.0017573773795186863 0.0010186728608710567
leaf_count=538 406 998 361 681 137
internal_value=0 -4.22005e-05 5.1177e-06 -9.13074e-05 0.000181402
internal_weight=0 0.0067685 0.00573943 0.00371007 0.00202936
internal_count=3121 2715 2177 1679 498
is_linear=0
shrinkage=0.00196078


Tree=9282
num_leaves=6
num_cat=0
split_feature=3 3 1 13 2
split_gain=8.50212e-06 1.51778e-05 2.69812e-05 2.5998e-05 2.8966e-05
threshold=0.13524500000000003 0.097915000000000016 0.11588000000000001 -0.036034999999999991 0.093175000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015920284787432498 0.0077345338817796164 -0.012171867139637312 0.014095654617911325 0.011128010324814265 -0.010496088906100202
leaf_weight=0.0011413585318936991 0.0011664794097796397 0.0011062786863055458 0.0011623739780168467 0.0015053469925380696 0.0010526184585770923
leaf_count=1387 192 132 260 731 419
internal_value=0 -0.00159998 0.000805646 -0.00337024 0.00222956
internal_weight=0 0.00596798 0.0048617 0.00369932 0.00255797
internal_count=3121 2929 2797 2537 1150
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=6
num_cat=0
split_feature=13 1 3 15 2
split_gain=7.94966e-06 2.11592e-05 1.94314e-05 2.89144e-05 4.94071e-05
threshold=-0.084034999999999985 0.090475000000000014 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.004970110285343078 -0.0054270330376219936 0.015275393632523119 -0.014360634229983644 -0.010115474961706165 0.022610469775757508
leaf_weight=0.0010314886340142412 0.0013674892263535066 0.0010334295135218704 0.0010431797489713762 0.0014857773309473062 0.0011630567105208683
leaf_count=632 284 290 108 1080 727
internal_value=0 0.00516216 -0.00220065 0.000957718 0.0074592
internal_weight=0 0.00206492 0.0050595 0.00401632 0.00253055
internal_count=3121 922 2199 2091 1011
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=6
num_cat=0
split_feature=1 16 4 3 3
split_gain=1.71409e-05 1.50668e-05 4.41397e-05 3.69358e-05 6.68972e-06
threshold=0.11588000000000001 0.0039400000000000008 -0.011209999999999999 0.090900000000000009 -0.072199999999999986
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.00047071867515681394 0.00026648428290424088 8.2806350822474064e-05 -0.00018571299341096079 0.00029651076544310028 4.2724477722646888e-05
leaf_weight=0.0010518234026221985 0.0010010754445125402 0.0019058536483876612 0.0015299714382771951 0.0010163383404514503 0.0010551151664507192
leaf_count=1163 101 682 756 105 314
internal_value=0 -5.81536e-05 -0.000132817 6.7626e-06 0.000151664
internal_weight=0 0.00550399 0.00359813 0.00254631 0.00205619
internal_count=3121 2706 2024 861 415
is_linear=0
shrinkage=0.00196078


Tree=9285
num_leaves=6
num_cat=0
split_feature=52 52 4 0 2
split_gain=1.75306e-05 2.85219e-05 2.97466e-05 2.11231e-05 4.71397e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.10151999999999999 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00029860002793440749 -0.00023427392965545468 0.00032114469858068374 0.00037961353483619584 -0.00013380101404583252 -0.00013929878898640585
leaf_weight=0.0011444896204087524 0.0010212745855961028 0.0011573099487760374 0.0015816665224714869 0.0014471989963084891 0.0011716574874324993
leaf_count=666 501 562 244 973 175
internal_value=0 4.2061e-05 -1.83666e-05 5.79868e-05 0.000158794
internal_weight=0 0.00650232 0.00534501 0.00420052 0.00275332
internal_count=3121 2620 2058 1392 419
is_linear=0
shrinkage=0.00196078


Tree=9286
num_leaves=5
num_cat=0
split_feature=43 13 2 16
split_gain=7.96377e-06 2.006e-05 1.91376e-05 2.77421e-05
threshold=-0.074359999999999996 -0.0062949999999999994 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.014747496013426837 -0.011057705796782115 -0.0040538475576751025 0.010074014242363696 -0.0088298995332478404
leaf_weight=0.0010752844749965539 0.0016586116253959897 0.0012016634241951989 0.0018598813645263018 0.0013324907974007908
leaf_count=849 969 383 455 465
internal_value=0 0.00482505 -0.0023438 0.00218355
internal_weight=0 0.00227695 0.00485098 0.00319237
internal_count=3121 1232 1889 920
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=5
num_cat=0
split_feature=16 15 0 16
split_gain=8.48999e-06 2.37681e-05 2.64743e-05 1.61042e-05
threshold=0.0039400000000000008 -0.03241999999999999 -0.11013499999999998 0.26799500000000004
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0048633202692882705 0.011379279280116146 -0.012652972101182406 0.01432251744030253 -0.0047953139458289801
leaf_weight=0.0018629884810298534 0.001469660069270949 0.0015574745387930558 0.0011714829195848394 0.0010592103582267444
leaf_count=348 469 1284 661 359
internal_value=0 -0.00261075 0.00254353 0.0046046
internal_weight=0 0.00459195 0.00303447 0.00252887
internal_count=3121 2293 1009 828
is_linear=0
shrinkage=0.1


Tree=9288
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.78401e-05 3.0578e-05 4.97587e-05 4.59533e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00015469260115545701 -0.00024690535195694575 -0.00010739219161910409 -0.00030053121068210738 0.0003967738451076566
leaf_weight=0.0017435831577920155 0.001026444350943987 0.0012032845249199059 0.0019619374242174862 0.001645703911023165
leaf_count=870 501 751 345 654
internal_value=0 3.10999e-05 -8.63317e-05 0.000183837
internal_weight=0 0.00655451 0.00370552 0.00284899
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9289
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.6778e-05 3.32945e-05 4.91406e-05 5.37994e-05 4.02517e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00025038435207135995 -0.00023793828228828914 -8.0267255559257711e-05 6.2050339041423245e-06 -0.00056688994585298654 0.00039360205083050853
leaf_weight=0.0011346134717030981 0.0010180312377482768 0.0011946097331899141 0.0014688920244457608 0.0011024263615722367 0.0016288561538060503
leaf_count=118 501 751 809 288 654
internal_value=0 3.26956e-05 -8.95188e-05 -0.000239504 0.000193108
internal_weight=0 0.0065294 0.00370593 0.00257132 0.00282347
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.98092e-05 3.1577e-05 4.75383e-05 4.98985e-05 3.86528e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00025319466638422708 -0.00025513416838696145 -7.4400249581599222e-05 6.9210090154886182e-06 -0.00054347969222379438 0.0003856935372218724
leaf_weight=0.0011291655662564598 0.0010323918390089679 0.0012161377603929929 0.0014771763346395198 0.001108479396249602 0.0016606016149355407
leaf_count=118 501 751 809 288 654
internal_value=0 3.69698e-05 -8.24572e-05 -0.000229038 0.000191189
internal_weight=0 0.00659156 0.00371482 0.00258566 0.00287674
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=5
num_cat=0
split_feature=3 12 3 2
split_gain=7.22977e-06 1.23394e-05 2.51262e-05 3.3393e-05
threshold=0.13524500000000003 0.092355000000000007 0.076840000000000006 0.094835000000000017
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0016324846304156164 0.0071459311478556959 -0.008661915612962456 -0.0077732386250094461 0.021865283941829496
leaf_weight=0.001503957237849731 0.0011672201681875412 0.0017009646776660857 0.0017550957850421757 0.001011569704550532
leaf_count=1432 192 906 235 356
internal_value=0 -0.00145913 0.0014097 0.00781668
internal_weight=0 0.00597159 0.00427062 0.00251553
internal_count=3121 2929 2023 1788
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=7.36072e-06 2.23909e-05 2.81505e-05 2.33872e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.016032990387210625 0.0065593848064826599 -0.011305867078654816 -0.012793789228060652 0.0050898172174366225
leaf_weight=0.0011041018005481132 0.0013641612615270049 0.0016853579988683658 0.0012907236106124366 0.0016870444572752458
leaf_count=160 279 1443 730 509
internal_value=0 -0.0016089 0.00239487 -0.00266189
internal_weight=0 0.00576723 0.00408187 0.00297777
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=6
num_cat=0
split_feature=52 15 15 2 3
split_gain=7.72465e-06 2.64609e-05 1.94422e-05 4.42175e-05 1.27338e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.075634999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015741480545446905 -0.012017728205420448 -0.0063413926501783031 0.01823741256510512 -0.012135530815584621 0.0027631506150446608
leaf_weight=0.001108439502238559 0.0014379282007054707 0.001062983775280823 0.001109978886707828 0.0013834421192239726 0.0010208939277739004
leaf_count=516 367 437 1201 316 284
internal_value=0 0.00493118 -0.00222231 0.00178562 0.0108237
internal_weight=0 0.00217142 0.00495224 0.00351431 0.00213087
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=6
num_cat=0
split_feature=52 13 12 4 4
split_gain=2.11117e-05 3.46852e-05 2.00229e-05 2.82019e-05 3.41522e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097825000000000009 0.08184000000000001 -0.04890499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025711876247215564 -0.00026164499144446993 -0.0002475352162405558 0.0001907799572274693 -0.00037642033310768508 0.00021028013316958538
leaf_weight=0.0019793411353706573 0.001033500542887777 0.001179840194018665 0.0010167141339951255 0.0011382080931142437 0.0013356777745671964
leaf_count=776 501 740 349 230 525
internal_value=0 3.95899e-05 -5.25992e-05 -0.000120324 -4.4466e-06
internal_weight=0 0.00664978 0.00467044 0.00365373 0.00251552
internal_count=3121 2620 1844 1495 1265
is_linear=0
shrinkage=0.00196078


Tree=9295
num_leaves=5
num_cat=0
split_feature=4 16 4 2
split_gain=7.44457e-06 1.77566e-05 2.53729e-05 4.36961e-05
threshold=0.27287000000000006 -0.094359999999999986 0.0061450000000000003 0.096540000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010289026796023573 0.0058865253945027873 -0.01748989933899537 0.014097426705105085 0.0085216973091699396
leaf_weight=0.0017010647517555102 0.0016345444030907924 0.0012035042454120234 0.0011906928707261445 0.0013936883217240403
leaf_count=467 352 1543 275 484
internal_value=0 -0.00180165 0.00200986 -0.00353173
internal_weight=0 0.00548895 0.00378789 0.00259719
internal_count=3121 2769 2302 2027
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=6
num_cat=0
split_feature=42 43 4 0 48
split_gain=1.7721e-05 2.26716e-05 3.8654e-05 2.8873e-05 3.34928e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.10151999999999999 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00023452754074139263 0.00028127127679819562 -0.00027033970435146721 0.00039210325024916019 -0.00016153464261351754 -5.7035468608343968e-05
leaf_weight=0.0010500546310735423 0.0012185342058767274 0.001602273516608947 0.0015478808095797775 0.0011861044146856932 0.0010863336394685472
leaf_count=862 448 820 240 611 140
internal_value=0 3.95947e-05 -1.47135e-05 9.24982e-05 0.000206881
internal_weight=0 0.00664113 0.00542259 0.00382032 0.00263421
internal_count=3121 2259 1811 991 380
is_linear=0
shrinkage=0.00196078


Tree=9297
num_leaves=6
num_cat=0
split_feature=2 4 49 2 2
split_gain=1.81516e-05 2.29606e-05 2.05594e-05 2.93903e-05 3.65351e-05
threshold=-1.0000000180025095e-35 0.27834500000000006 -0.006494999999999999 0.10774000000000002 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00024781001244948036 -0.00028384132338368659 0.00022323790654560591 6.6655750585807949e-05 0.00026948782393068144 -0.00038390592751208626
leaf_weight=0.0010042164764713013 0.0014912599844022368 0.0010966414372897467 0.0017121461093275012 0.0010382272627935504 0.0011612051554286049
leaf_count=199 479 247 1303 341 552
internal_value=0 -3.54411e-05 -8.79465e-05 -1.32631e-05 -0.000115429
internal_weight=0 0.00649948 0.00540284 0.00391158 0.00287335
internal_count=3121 2922 2675 2196 1855
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=6
num_cat=0
split_feature=43 2 16 15 16
split_gain=6.98138e-06 1.98394e-05 1.81611e-05 1.73573e-05 3.79259e-05
threshold=-0.074359999999999996 0.086950000000000013 0.061255000000000011 -0.10203999999999998 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.013449556024401725 -0.0072078749800756695 -0.0052463170938216635 -0.013922847437929296 -0.0064362120656689531 0.019327905248116221
leaf_weight=0.001191371013071776 0.0015363302589403646 0.0010840626491597171 0.0010346697126475631 0.0011346733647811394 0.0011508594656101079
leaf_count=514 332 718 334 242 981
internal_value=0 0.00454246 -0.00216997 0.00101182 0.00653708
internal_weight=0 0.00227543 0.00485653 0.00382186 0.00228553
internal_count=3121 1232 1889 1555 1223
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=6
num_cat=0
split_feature=52 12 2 1 4
split_gain=2.4701e-05 3.63085e-05 2.60674e-05 3.20334e-05 3.89624e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.094385000000000011 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00014534376576145905 -0.00028354729371405285 0.000274132462351855 -0.00029754459871684982 0.00029488224627627276 -0.00035152272870245341
leaf_weight=0.0012514476951284075 0.0010462919671001582 0.0018498604359249229 0.0012137577168524821 0.0012103707857562696 0.0011778681306974538
leaf_count=570 501 558 281 311 900
internal_value=0 4.03859e-05 -4.87051e-05 3.42776e-05 -9.55649e-05
internal_weight=0 0.0067033 0.00485344 0.00363969 0.00242932
internal_count=3121 2620 2062 1781 1470
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=6
num_cat=0
split_feature=4 16 52 43 3
split_gain=8.32113e-06 2.30184e-05 2.43955e-05 2.91809e-05 1.461e-05
threshold=0.24564500000000003 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.014803723494385579 0.01371830524360295 -0.010765602886731899 -0.0064079220091189833 0.015126383639901059 -0.0025734301446381979
leaf_weight=0.0011356270431028526 0.0010368969828127954 0.0011448896212656484 0.0010330345719984327 0.0016099872804576953 0.0011733063029434583
leaf_count=393 93 631 1193 478 333
internal_value=0 -0.00231607 0.00142777 0.00670962 0.00506969
internal_weight=0 0.00492354 0.00378791 0.00264302 0.0022102
internal_count=3121 2695 2302 1671 426
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
num_cat=0
split_feature=51 160 43 2 16
split_gain=7.9786e-06 2.2993e-05 2.4053e-05 3.10675e-05 6.10393e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 0.10613000000000002 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.014682347603959339 -0.0081202588342869832 0.012341552152995199 0.015019530417080169 -0.017222333846234967 -0.015515228402777812
leaf_weight=0.001067887865384985 0.00103976229693896 0.0010067487988670498 0.0014639396429790585 0.0013616821594978675 0.0011842660147257243
leaf_count=651 409 188 562 412 899
internal_value=0 0.00135855 -0.00147768 -0.00494722 0.00136452
internal_weight=0 0.00608452 0.00501664 0.00400989 0.00264821
internal_count=3121 2712 2061 1873 1461
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.71573e-05 2.97679e-05 5.16034e-05 4.1526e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016449817326134904 -0.00023989732478621052 -9.2419779545414545e-05 -0.00030039204651482858 0.00039132159440517377
leaf_weight=0.0017378905174653312 0.0010110280120220871 0.0011801930482043994 0.001945795216031655 0.0016171144509939644
leaf_count=870 501 751 345 654
internal_value=0 3.4735e-05 -8.1066e-05 0.00018723
internal_weight=0 0.00648099 0.00368369 0.00279731
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=6
num_cat=0
split_feature=42 160 16 151 2
split_gain=1.7344e-05 3.09033e-05 3.17848e-05 6.25792e-05 5.86779e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00024338241078869554 -0.00022383387600916123 -0.00023713986622402695 -0.00020759976469396387 2.653587714776166e-05 0.00057180202499428794
leaf_weight=0.0010260471238283256 0.001431275319598648 0.0010356735663825398 0.0010195048285618529 0.0014068965033419256 0.0016471274100042989
leaf_count=862 828 267 311 490 363
internal_value=0 3.08154e-05 0.000102152 0.000179369 0.000320614
internal_weight=0 0.00654048 0.0051092 0.0040897 0.00305402
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=6
num_cat=0
split_feature=13 0 47 52 1
split_gain=8.42245e-06 1.90591e-05 3.40832e-05 2.71009e-05 1.86097e-05
threshold=-0.084034999999999985 -0.019414999999999998 0.090280000000000013 -0.066844999999999988 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0041831396787992475 -0.011959822259944734 0.0066826347455053699 -0.020863368045316202 0.0098559036808776798 0.0148016539780235
leaf_weight=0.0010280388919648325 0.0010019106552594445 0.001628582500859818 0.0011103635729050789 0.0013191994903107038 0.0010373248346582961
leaf_count=632 442 306 231 1220 290
internal_value=0 -0.00222596 -0.00645399 0.000439113 0.00535194
internal_weight=0 0.00506006 0.00343147 0.00232111 0.00206536
internal_count=3121 2199 1893 1662 922
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 13
split_gain=2.00563e-05 3.3678e-05 2.51578e-05 5.77566e-05 5.72924e-05 1.48086e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11177500000000001 0.086615000000000011 0.0076650000000000008 -0.0095349999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00031757254175882011 -0.00025671990248994544 0.00019859688991434636 -0.00031018789272188699 -0.00036863349165899037 -0.00016966324879844993 0.00053262687950548159
leaf_weight=0.0013118122784490501 0.001040582329069414 0.0010412527413039899 0.0010190850788661604 0.0010492424977216193 0.0012579662256716217 0.001000653370747286
leaf_count=190 501 1130 335 214 329 422
internal_value=0 3.59334e-05 -3.289e-05 3.20865e-05 0.000159501 0.000362291
internal_weight=0 0.00668001 0.0053682 0.00434911 0.00329987 0.00204191
internal_count=3121 2620 2430 2095 1881 1552
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=7
num_cat=0
split_feature=151 4 16 2 0 12
split_gain=2.30986e-05 6.59596e-05 5.80643e-05 3.62257e-05 5.8291e-05 9.14367e-06
threshold=-0.081519999999999981 0.24564500000000003 -0.094359999999999986 0.083995000000000014 -0.055064999999999996 0.091475000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00028008673198672159 -0.00047685821405802568 0.00046467193794040969 -0.00026019937673093954 0.00051126662615059613 -8.7933085649409982e-05 0.00020156701618786798
leaf_weight=0.0010039792182574671 0.0011234620716761268 0.0010283302383627237 0.0011321442123145339 0.0010670122634797335 0.0015040382041464453 0.0010033163442204713
leaf_count=415 369 281 601 1063 306 86
internal_value=0 3.8352e-05 -8.6404e-05 3.20507e-05 0.000160741 0.000334739
internal_weight=0 0.0068583 0.00482666 0.00370319 0.00257105 0.00203165
internal_count=3121 2706 2339 1970 1369 367
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.5126e-05 2.81203e-05 6.16132e-05 4.90726e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00018449261121286889 -0.00021972164810945123 -0.00011996770566697758 -0.00031626169652263029 0.00039569573075161541
leaf_weight=0.001797474936457699 0.0010574289002347548 0.0012292226557488639 0.0019911375245065493 0.0016781987636826454
leaf_count=870 501 751 345 654
internal_value=0 3.26297e-05 -7.86831e-05 0.000177679
internal_weight=0 0.00669603 0.00378861 0.00290742
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=5
num_cat=0
split_feature=52 160 2 0
split_gain=8.97187e-06 2.37335e-05 2.50856e-05 5.96369e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11018500000000002 0.010870000000000003
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.006750074216052203 -0.015413955640068392 0.007011582110729728 0.01166949628361829 -0.021839584355764132
leaf_weight=0.0015321878452271859 0.001053235825921082 0.0018721446320392921 0.0015320066919196958 0.0011606103550226179
leaf_count=771 825 1165 285 75
internal_value=0 -0.00188276 0.00123932 -0.00402952
internal_weight=0 0.005618 0.00456476 0.00303275
internal_count=3121 2350 1525 1240
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=6
num_cat=0
split_feature=42 160 51 0 43
split_gain=2.58382e-05 3.1176e-05 3.69549e-05 4.16382e-05 3.44557e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.081440000000000026 -0.11756999999999999 -0.036954999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00028962403320809685 -0.00021588298072864405 -0.00025592000356801424 0.00041312572745781791 0.00044736493373852661 -5.6409523031203331e-06
leaf_weight=0.0011068291270745914 0.0015103338284329195 0.0014190378966694762 0.0011586710258538521 0.0010038950904279751 0.0018082926976283212
leaf_count=862 828 213 257 430 531
internal_value=0 3.30957e-05 0.000102863 1.79019e-05 0.000156073
internal_weight=0 0.00690023 0.0053899 0.00423123 0.00281219
internal_count=3121 2259 1431 1174 961
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=6
num_cat=0
split_feature=52 13 43 1 4
split_gain=1.75178e-05 2.56848e-05 2.33256e-05 8.40735e-05 1.93126e-05
threshold=0.11434500000000002 -0.15078499999999997 -0.04890499999999999 0.11181500000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00028096750597750091 -0.00024275679522529632 0.00014092349570614464 -9.2893492018545799e-05 -0.00058457087322449561 0.00027285850524125607
leaf_weight=0.0012900070609881175 0.0010236918874441696 0.0019669256332219215 0.0011258521438563612 0.0010562777656124437 0.0010947623727027009
leaf_count=190 501 1135 953 111 231
internal_value=0 3.31043e-05 -2.78714e-05 -0.000129189 8.74221e-05
internal_weight=0 0.00653382 0.00524382 0.00327689 0.00222061
internal_count=3121 2620 2430 1295 1184
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=6
num_cat=0
split_feature=16 16 2 4 52
split_gain=8.03852e-06 2.76164e-05 2.56996e-05 2.62421e-05 1.6265e-05
threshold=0.0039400000000000008 -0.069894999999999985 0.11474000000000002 0.181285 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.014601648673097715 -0.0021534237174598743 -0.017228826181115108 0.015094612430420963 0.0055128990170881095 0.014137629792969826
leaf_weight=0.0011963024095766907 0.0015054301954946043 0.001000789303654998 0.0010088673824804862 0.00141669782753504 0.001033638774076924
leaf_count=1061 687 768 237 227 141
internal_value=0 -0.00252492 0.00153804 -0.00369609 0.00447856
internal_weight=0 0.00462266 0.00362187 0.002613 0.00253907
internal_count=3121 2293 1525 1288 828
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=6
num_cat=0
split_feature=52 15 15 2 4
split_gain=8.94982e-06 2.49878e-05 1.8733e-05 3.9162e-05 1.23104e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01578485793146403 -0.011947970317821681 -0.0056346987455047201 0.017261471176384439 -0.011583175453205516 0.0020873059101619109
leaf_weight=0.0011131850178180075 0.001449697958429844 0.001066366065160607 0.0011199645218221495 0.0013796626442806412 0.0010229821841803975
leaf_count=516 367 437 1187 316 298
internal_value=0 0.00530514 -0.00238004 0.00155755 0.0100178
internal_weight=0 0.00217955 0.00497231 0.00352261 0.00214295
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=7
num_cat=0
split_feature=4 15 4 2 15 0
split_gain=2.19834e-05 4.51297e-05 3.01861e-05 2.89652e-05 3.23455e-05 2.07703e-05
threshold=0.24564500000000003 -0.15026499999999995 0.055260000000000011 0.10774000000000002 -0.022504999999999997 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00017369549880217428 0.00039806301029490516 -0.00014585345212247326 -0.00037414101507445067 0.00026462250901131547 -4.8781700438748289e-05 -0.00044181423888369018
leaf_weight=0.0011251073832109844 0.0013368024188574008 0.0010449157467573248 0.0010003904192525184 0.0011887789277169793 0.0010661024599584927 0.0010035746946542459
leaf_count=663 266 160 279 324 1283 146
internal_value=0 0.000159434 -6.68065e-05 3.33151e-06 -9.38948e-05 -0.000239361
internal_weight=0 0.00238172 0.00538395 0.00438356 0.00319478 0.00206968
internal_count=3121 426 2695 2416 2092 1429
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=6
num_cat=0
split_feature=52 160 52 43 1
split_gain=8.06907e-06 1.95872e-05 2.35944e-05 2.51703e-05 3.95937e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.00045499999999999995 0.10612500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0063937721498031723 -0.014086707677356654 -0.015606673189720444 0.014417267179329863 0.015982560684156249 -0.0093706673739854546
leaf_weight=0.0015354737141863428 0.0010521378034168121 0.0010727250360886556 0.0010240214086168725 0.0011792720031597538 0.0012895348863312323
leaf_count=771 825 768 233 366 158
internal_value=0 -0.00178637 0.00104826 -0.00281734 0.00273978
internal_weight=0 0.00561769 0.00456555 0.00354153 0.00246881
internal_count=3121 2350 1525 1292 524
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=6
num_cat=0
split_feature=4 16 12 1 15
split_gain=8.31362e-06 2.22345e-05 2.33457e-05 6.54616e-05 1.35444e-05
threshold=0.24564500000000003 -0.094359999999999986 0.051320000000000005 0.094385000000000011 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014591869329110699 0.012395696700885571 -0.0082845016287479527 -0.0078231354416658759 0.026307627895009175 -0.0032906856917020244
leaf_weight=0.0011350923237704522 0.0011782164498654367 0.0011579843036458298 0.0016008423973613811 0.0010369198146744532 0.0010330898911413006
leaf_count=393 260 195 1858 249 166
internal_value=0 -0.00231221 0.00135994 0.00805756 0.00506725
internal_weight=0 0.00493084 0.00379575 0.0021949 0.00221131
internal_count=3121 2695 2302 444 426
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=6
num_cat=0
split_feature=51 160 49 4 4
split_gain=8.13296e-06 2.29822e-05 2.11987e-05 2.72783e-05 4.07301e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.039339999999999993 -0.080924999999999983 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014633712119274523 -0.0082011798167729837 0.010417934274734876 0.0067556726829757011 -0.024432690746378456 0.00084720784030356219
leaf_weight=0.0010758192724023624 0.0010389626247323657 0.0011540612823653482 0.0013018984639246345 0.001201625985310025 0.0013571515591468287
leaf_count=651 409 249 642 941 229
internal_value=0 0.00137134 -0.00147386 -0.00502864 -0.0110245
internal_weight=0 0.00609056 0.00501474 0.00386068 0.00255878
internal_count=3121 2712 2061 1812 1170
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=6
num_cat=0
split_feature=42 43 0 2 49
split_gain=1.75853e-05 2.36452e-05 3.20808e-05 4.47644e-05 2.82922e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00023995441815717326 0.00023075255474653804 -0.00014554360286634095 -0.00050948967924128378 6.5077515815674286e-05 0.00026667154187745952
leaf_weight=0.0010339476423810428 0.0017431577285688523 0.0010511006154096006 0.0010295783148934268 0.0010560693034147321 0.0016372960902962686
leaf_count=862 1041 151 553 280 234
internal_value=0 3.5298e-05 -3.60688e-05 -0.000218557 0.000105505
internal_weight=0 0.0065172 0.00477404 0.00208565 0.0026884
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9318
num_leaves=6
num_cat=0
split_feature=151 1 2 1 1
split_gain=2.48472e-05 5.75912e-05 4.92628e-05 5.54965e-05 4.32587e-05
threshold=-0.081519999999999981 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.11955000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00028761905580394667 0.00028190100444314798 0.00048506231001581074 -0.00048486035319269356 -0.00029776005340538531 2.2128942495742715e-05
leaf_weight=0.001009513713913124 0.0014053708565817257 0.0014506227873538444 0.0010464319218720956 0.0011584313474455334 0.0016688984598490996
leaf_count=415 1158 261 415 562 310
internal_value=0 4.22662e-05 -0.000126344 1.99863e-05 0.0002374
internal_weight=0 0.00672976 0.00361023 0.0025638 0.00311952
internal_count=3121 2706 2135 1720 571
is_linear=0
shrinkage=0.00196078


Tree=9319
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=1.86511e-05 2.65417e-05 4.67211e-05 4.97285e-05 4.40785e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026337193480102135 -0.0002445306288324018 -0.00010226727380707898 5.5476034033033901e-05 -0.00048904260995856074 0.00039215989458349961
leaf_weight=0.0011331982808568887 0.0010186067069391201 0.0012002517811263867 0.0013016170930755955 0.0012778888466325115 0.0016410959479084407
leaf_count=118 501 751 799 298 654
internal_value=0 4.06687e-05 -6.84894e-05 -0.000214279 0.000183302
internal_weight=0 0.00655405 0.0037127 0.00257951 0.00284135
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9320
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=1.9885e-05 2.45181e-05 2.5643e-05 6.16053e-05 5.89565e-05 2.0873e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11177500000000001 0.086615000000000011 0.0076650000000000008 -0.029084999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028070267102443298 -0.00025341245527406731 0.00057840521630661036 -0.00030077099787385034 -0.00036481841694247251 -0.00015886752812763799 0.00018218796912189436
leaf_weight=0.0013019480684384327 0.001029820908227683 0.0010378372845735201 0.0010097851813009187 0.0010602359525808511 0.001238215816138242 0.0010073579029850363
leaf_count=190 501 922 335 214 329 630
internal_value=0 3.93756e-05 -1.93149e-05 4.61163e-05 0.00017881 0.000383249
internal_weight=0 0.00665538 0.00535343 0.00434365 0.00328341 0.0020452
internal_count=3121 2620 2430 2095 1881 1552
is_linear=0
shrinkage=0.00196078


Tree=9321
num_leaves=6
num_cat=0
split_feature=151 1 2 1 1
split_gain=1.80981e-05 4.75147e-05 4.77148e-05 6.09747e-05 3.1703e-05
threshold=-0.081519999999999981 0.10471500000000002 0.10097500000000002 0.080585000000000004 0.11955000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.00025046007043891472 0.00029722374587199524 0.00042322722084390369 -0.00047198194657100149 -0.0003114723398457411 2.6916654016930518e-05
leaf_weight=0.0010003975516547515 0.00140818161523133 0.0014372879725251574 0.0010543649594793648 0.001148958766484669 0.0016868371035760671
leaf_count=415 1158 261 415 562 310
internal_value=0 3.21779e-05 -0.000120993 2.37281e-05 0.000209244
internal_weight=0 0.00673563 0.00361151 0.00255714 0.00312413
internal_count=3121 2706 2135 1720 571
is_linear=0
shrinkage=0.00196078


Tree=9322
num_leaves=6
num_cat=0
split_feature=51 3 1 0 4
split_gain=8.11705e-06 1.97041e-05 4.63893e-05 3.89335e-05 5.14494e-05
threshold=-0.076794999999999988 -0.13309499999999996 0.11551000000000002 -0.15090499999999998 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0076202146107727797 -0.0085531903798157539 0.013197555649181861 0.023223149543064793 0.0060764876511455318 -0.024483262516215742
leaf_weight=0.0011761648363642508 0.0014782442446352635 0.0012610194166855081 0.0010445715556621025 0.0011292354799057121 0.0010757032097715577
leaf_count=537 249 136 306 576 1317
internal_value=0 0.00146641 0.00475015 -0.000817253 -0.00883242
internal_weight=0 0.00598877 0.00451053 0.00346596 0.00220494
internal_count=3121 2584 2335 2029 1893
is_linear=0
shrinkage=0.1


Tree=9323
num_leaves=6
num_cat=0
split_feature=43 3 13 1 16
split_gain=8.57818e-06 2.32392e-05 1.92278e-05 2.26607e-05 3.47388e-05
threshold=-0.067199999999999996 -0.080484999999999987 -0.10664 0.11212500000000002 -0.092124999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.003693048090636487 0.0076508890914650726 0.016380262647645857 0.011615035084013542 -0.01720497019657621 -0.013562229851449323
leaf_weight=0.0013440419518987614 0.0013528574200452909 0.0010102554121108969 0.0011564689791751803 0.0012440624194148702 0.0010416167721866564
leaf_count=823 259 530 286 156 1067
internal_value=0 0.00492063 -0.00244999 -0.00641991 -0.000315829
internal_weight=0 0.0023543 0.00479501 0.00344215 0.00219809
internal_count=3121 1353 1768 1509 1353
is_linear=0
shrinkage=0.1


Tree=9324
num_leaves=6
num_cat=0
split_feature=150 151 4 1 13
split_gain=7.55214e-06 2.2684e-05 6.68158e-05 3.14811e-05 1.62291e-05
threshold=0.10605000000000002 -0.0096649999999999982 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012137925021783907 -0.0080273208315715001 -0.0039620380884629915 0.024080122701120449 -0.013053288763483092 0.013252351268930908
leaf_weight=0.0010424144842223117 0.0010112039044549584 0.001019379661575469 0.0012550262271216889 0.0016274922459043372 0.0011834852575031208
leaf_count=444 182 826 319 678 672
internal_value=0 0.00130054 0.00405519 -0.00250603 0.00528636
internal_weight=0 0.0061278 0.00508538 0.00383036 0.00220286
internal_count=3121 2939 2495 2176 1498
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.19e-05 2.73244e-05 3.81705e-05 2.71888e-05 2.75156e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.091785000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00015052785026142094 -0.00026593838988230929 0.00024857563811012297 -0.00030978224936678567 0.00033112422209337529 -0.00028015793303491729
leaf_weight=0.001260688792241942 0.0010244844929580962 0.0017945146982873573 0.0013830610343001579 0.001094077872625276 0.0010414638726912841
leaf_count=568 501 558 310 295 889
internal_value=0 4.22731e-05 -3.51888e-05 7.6635e-05 -4.43088e-05
internal_weight=0 0.00657381 0.00477929 0.00339623 0.00230215
internal_count=3121 2620 2062 1752 1457
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=6
num_cat=0
split_feature=52 160 13 2 4
split_gain=8.29822e-06 1.84399e-05 2.44401e-05 2.65895e-05 2.72569e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.10497000000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.006510792676506851 -0.013709848425273797 0.011372564264857559 -0.022569726422720052 0.0089652616825029556 0.00065841537114439764
leaf_weight=0.0015300284019355457 0.001054995813270931 0.0015080488381323969 0.001000471261416864 0.001019891121076714 0.0010204551988003828
leaf_count=771 825 431 738 221 135
internal_value=0 -0.00179846 0.000964085 -0.00419785 -0.0108408
internal_weight=0 0.00560386 0.00454887 0.00304082 0.00202093
internal_count=3121 2350 1525 1094 873
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=6
num_cat=0
split_feature=2 2 15 1 3
split_gain=2.0379e-05 2.04615e-05 1.95128e-05 5.4296e-05 8.39505e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00025885156214509126 -0.00027371688542003738 -0.00023482131679337177 -0.00022725419582886092 0.00053167241963567198 -0.00013911134507272409
leaf_weight=0.0010038350687668913 0.0011911160841349662 0.001500353823953712 0.0010720001860897088 0.00156857070798793 0.0013218098084528834
leaf_count=199 541 844 911 413 213
internal_value=0 -4.08595e-05 9.91361e-06 6.78183e-05 0.000224914
internal_weight=0 0.00665385 0.00546273 0.00439073 0.00289038
internal_count=3121 2922 2381 1470 626
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.80852e-05 2.11813e-05 3.64461e-05 2.51874e-05 2.06562e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00023673783917823094 0.00027452392423211834 -0.00026201492601065268 0.00033125727805871944 0.0001346965975401851 -0.00021908333294735755
leaf_weight=0.0010534051119147894 0.0012083205477567702 0.0015880628617190688 0.0011684191222720852 0.0014957912571571357 0.0011019835988365454
leaf_count=862 448 820 322 230 439
internal_value=0 4.00324e-05 -1.28864e-05 9.21618e-05 -1.53779e-05
internal_weight=0 0.00656258 0.00535426 0.00376619 0.00259777
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=6
num_cat=0
split_feature=2 2 15 1 3
split_gain=2.01865e-05 2.25633e-05 1.90492e-05 5.52341e-05 7.91703e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.00026186156307680193 -0.00027891828091119276 -0.00023145124471461533 -0.00021935462007950337 0.00053111631347373817 -0.0001199083472078439
leaf_weight=0.0010041285155892882 0.0012072281121413026 0.0014975568825497934 0.0010538315650949542 0.0015655465692128421 0.001326833792846568
leaf_count=199 541 844 911 413 213
internal_value=0 -3.64011e-05 1.73804e-05 7.42101e-05 0.000232469
internal_weight=0 0.006651 0.00544377 0.00438994 0.00289238
internal_count=3121 2922 2381 1470 626
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=7
num_cat=0
split_feature=2 13 49 47 16 43
split_gain=3.15918e-05 3.08186e-05 3.02325e-05 2.84371e-05 4.25694e-05 2.0943e-05
threshold=-1.0000000180025095e-35 -0.15416999999999995 0.0043850000000000009 0.086380000000000012 -0.083539999999999989 -0.00045499999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00031117352809908712 0.00020443464559035326 0.00015879566253840141 0.00018564309606797593 -0.00047910555878117955 -7.8719809762744017e-05 -0.00046981520584237304
leaf_weight=0.0010392975568693725 0.001400331954862815 0.0014009690635101244 0.0010093535062504532 0.001012807915800021 0.0010121024764745358 0.0010969938263104423
leaf_count=199 193 624 611 226 860 408
internal_value=0 -5.54161e-05 -0.00012119 -0.000189665 -0.000106149 -0.000282138
internal_weight=0 0.00693256 0.00553223 0.00452287 0.00351007 0.0021091
internal_count=3121 2922 2729 2118 1892 1268
is_linear=0
shrinkage=0.00196078


Tree=9331
num_leaves=6
num_cat=0
split_feature=484 42 15 48 4
split_gain=2.85959e-05 2.4073e-05 2.39967e-05 3.81788e-05 4.44903e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.013270000000000002 0.083985000000000018 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00032544623458030203 0.00030600361740441433 -0.00046016841088454102 0.00027668577240547621 0.00016123211485863631 2.0833865643904775e-05
leaf_weight=0.0010126637428273712 0.0010169953902548975 0.0013324919920696733 0.0010116441266706877 0.0019150610555231928 0.0016607785272767608
leaf_count=806 394 520 666 400 335
internal_value=0 -4.60807e-05 1.7072e-06 -5.4968e-05 -0.00019329
internal_weight=0 0.00693264 0.00591998 0.00490833 0.00299327
internal_count=3121 2727 1921 1255 855
is_linear=0
shrinkage=0.00196078


Tree=9332
num_leaves=7
num_cat=0
split_feature=11 4 2 52 0 52
split_gain=2.58267e-05 5.06498e-05 3.82411e-05 4.14892e-05 3.56501e-05 2.53948e-05
threshold=1.0000000180025095e-35 0.098655000000000007 0.10774000000000002 0.090245000000000006 -0.11756999999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=1.4630096802767842e-05 -0.00030186900554062299 -0.00042001363303980152 0.00046082986574190048 -0.00028446944431747645 5.8603334059319786e-05 0.00042812143369908587
leaf_weight=0.001324899605185424 0.0010087964828967531 0.0012777074897927414 0.0011745500239427912 0.0010011494078727263 0.0011252968190263854 0.0010036148822641566
leaf_count=556 244 184 344 496 299 998
internal_value=0 3.39956e-05 0.000156636 4.93311e-05 -0.000195883 0.000192849
internal_weight=0 0.00690722 0.00450421 0.00332966 0.002403 0.00232851
internal_count=3121 2877 2394 2050 483 1554
is_linear=0
shrinkage=0.00196078


Tree=9333
num_leaves=6
num_cat=0
split_feature=15 13 16 16 4
split_gain=7.4039e-06 2.46463e-05 2.56186e-05 3.54861e-05 4.15115e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.18708499999999997 -0.056919999999999991 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0057458483302956359 -0.015413269132081384 0.015231235414370135 0.017533263708701664 -0.01670887828415513 0.010450190695994982
leaf_weight=0.0017214001488863682 0.0010247212852717742 0.0010898173913308773 0.0010845898837871537 0.0012469655897236059 0.0010256993831632582
leaf_count=484 201 167 1036 464 769
internal_value=0 0.00177359 -0.00157339 0.0026509 -0.00445144
internal_weight=0 0.00547179 0.00438198 0.00335725 0.00227266
internal_count=3121 2637 2470 2269 1233
is_linear=0
shrinkage=0.1


Tree=9334
num_leaves=6
num_cat=0
split_feature=52 13 3 15 13
split_gain=1.85116e-05 2.78413e-05 2.31306e-05 2.8386e-05 3.37412e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.097454999999999986 0.043850000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00023636661610528829 -0.00024146876739555617 0.00029288696283122123 -0.00029665715362202041 -0.00027117080744775806 0.00019396511572835069
leaf_weight=0.0019677506896332584 0.0010325627846414628 0.0011161679225620705 0.0010581057135688049 0.0014852878579631502 0.0010055167746257877
leaf_count=776 501 261 133 1137 313
internal_value=0 4.07662e-05 -4.17389e-05 3.30414e-05 -8.33994e-05
internal_weight=0 0.00663283 0.00466508 0.00360697 0.0024908
internal_count=3121 2620 1844 1711 1450
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=7
num_cat=0
split_feature=13 3 12 2 1 1
split_gain=1.68098e-05 3.19976e-05 4.75986e-05 7.33479e-05 2.5877e-05 2.06127e-05
threshold=-0.084034999999999985 -0.13927999999999999 0.051320000000000005 0.11215000000000001 0.083345000000000016 0.093575000000000019
decision_type=2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-9.1123639952754121e-05 0.00025091906748008315 2.0389998381430531e-05 -0.00043221234086598633 -0.00042883136615775425 0.00032864986930503223 0.00040871274260799749
leaf_weight=0.0010408622460534979 0.0010168172247284075 0.0010719245021077292 0.0014154891453862437 0.0010254354849159333 0.0012339340186124856 0.001031047323443929
leaf_count=561 224 180 1422 163 361 210
internal_value=0 -6.3505e-05 -0.000133866 1.12512e-06 0.000136577 0.000210777
internal_weight=0 0.00556071 0.0045439 0.00312841 0.0022748 0.00210297
internal_count=3121 2199 1975 553 922 390
is_linear=0
shrinkage=0.00196078


Tree=9336
num_leaves=6
num_cat=0
split_feature=2 1 4 16 12
split_gain=1.68676e-05 2.20524e-05 4.13347e-05 2.99724e-05 1.40626e-05
threshold=-1.0000000180025095e-35 0.10587000000000001 -0.0016099999999999997 -0.071854999999999988 0.090455000000000021
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=0.00023089207347301303 -0.00012440089987037593 0.000256156324491322 -0.00047298447465287595 -0.00014234785884916369 0.00016212295829742286
leaf_weight=0.0010204804336057189 0.0017038241974727164 0.0017108332488782962 0.0010335036606050818 0.0012600798236667593 0.0010735153511983108
leaf_count=199 1137 269 576 264 676
internal_value=0 -3.94995e-05 -0.000138223 8.71352e-05 -1.36518e-05
internal_weight=0 0.00678176 0.00381084 0.00297091 0.00277734
internal_count=3121 2922 2389 533 1813
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=6
num_cat=0
split_feature=43 3 12 2 16
split_gain=2.38693e-05 5.3738e-05 3.1241e-05 4.5712e-05 3.38372e-05
threshold=-0.067199999999999996 -0.075944999999999985 0.098810000000000023 0.089885000000000007 -0.090054999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-7.9882807815869541e-05 -0.00032838849754049631 0.00049613009022518237 -0.00038348685659033652 0.00032112311693836815 -9.4473462612114375e-05
leaf_weight=0.0015939165027676777 0.0012205037658160937 0.0010219396806669793 0.0010676422444765351 0.0015667257106061515 0.0014505463144448836
leaf_count=977 808 376 294 239 427
internal_value=0 0.000145149 -8.37168e-05 -8.19432e-06 0.000121326
internal_weight=0 0.00261586 0.00530542 0.00423778 0.00301727
internal_count=3121 1353 1768 1474 666
is_linear=0
shrinkage=0.00196078


Tree=9338
num_leaves=6
num_cat=0
split_feature=457 15 15 16 0
split_gain=1.01989e-05 2.32908e-05 3.46077e-05 5.09605e-05 4.17634e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 -0.095564999999999983 0.089620000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0053194614072616126 0.0093341680037850091 -0.015314357562565781 0.025062009402532448 -0.020839147925283952 -0.0028848111878190968
leaf_weight=0.0017762381079867273 0.0010008943543923449 0.0010255338130632369 0.001057646437581025 0.0012824393469405948 0.0010815252734617795
leaf_count=469 289 1167 343 727 126
internal_value=0 -0.00154176 0.00117557 -0.0056483 0.0109326
internal_weight=0 0.00622338 0.00519785 0.00305868 0.00213917
internal_count=3121 2832 1665 1196 469
is_linear=0
shrinkage=0.1


Tree=9339
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=2.11096e-05 3.00629e-05 3.51167e-05 3.13956e-05 2.42112e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0002641792580667171 0.00031195029491129695 -0.00027154444281079435 0.00034020886738876687 -0.00026990062203824307 0.00011201245795376222
leaf_weight=0.0010565278728192681 0.0012225792900236124 0.0016071345943068304 0.001177500539024694 0.0010831314635568572 0.0015535405084363138
leaf_count=862 448 820 322 175 494
internal_value=0 3.42043e-05 -2.84312e-05 7.40067e-05 -4.48755e-05
internal_weight=0 0.00664389 0.00542131 0.00381417 0.00263667
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9340
num_leaves=6
num_cat=0
split_feature=52 13 12 1 15
split_gain=1.77065e-05 2.75928e-05 1.9e-05 2.66813e-05 5.30114e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097825000000000009 0.10920500000000001 -0.0058549999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00023121739973773868 -0.0002379268146078227 0.00027897822692701145 0.00018984310519148278 -0.0003759029817542956 -0.00028415216284410802
leaf_weight=0.001974195996996401 0.0010423077173063178 0.0012754872342783166 0.0010274095211151996 0.0010485104271590767 0.0012954826420030101
leaf_count=776 501 529 349 219 747
internal_value=0 3.70175e-05 -4.54869e-05 -0.000112287 -4.77681e-06
internal_weight=0 0.00662109 0.00464689 0.00361948 0.00257097
internal_count=3121 2620 1844 1495 1276
is_linear=0
shrinkage=0.00196078


Tree=9341
num_leaves=6
num_cat=0
split_feature=52 160 52 16 150
split_gain=2.58612e-05 2.56514e-05 3.64046e-05 5.14646e-05 2.60781e-05
threshold=0.11434500000000002 -0.027994999999999996 0.077655000000000016 -0.056919999999999991 0.087380000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00032312797424876872 -0.0002940312420962868 0.00017979438496488906 0.0002912378040616782 -0.00041500968964654726 -0.00019148549137215455
leaf_weight=0.0010312353532114047 0.0010373101968731953 0.0019826287714933338 0.0011933130003319546 0.00134487156450695 0.0011487576108279085
leaf_count=495 501 624 533 821 147
internal_value=0 3.86699e-05 -1.30701e-05 -9.41947e-05 4.35894e-05
internal_weight=0 0.00670081 0.00566957 0.00447626 0.00313139
internal_count=3121 2620 2125 1592 771
is_linear=0
shrinkage=0.00196078


Tree=9342
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=1.97773e-05 2.46404e-05 2.76989e-05 5.74216e-05 6.00701e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025431369214382315 -0.00019169666394780748 -0.00022916790222041408 -0.00018778918108764567 -2.4903103291098248e-05 0.00052661390394262127
leaf_weight=0.0010671837854512589 0.0014659105035383629 0.0010514056219147611 0.0010570198585119484 0.0012877044378735252 0.0018502551372830951
leaf_count=862 828 267 311 192 661
internal_value=0 3.30508e-05 9.58483e-05 0.000167413 0.000300291
internal_weight=0 0.0067123 0.00524639 0.00418937 0.00313796
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9343
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=2.16813e-05 2.32222e-05 3.26444e-05 5.89196e-05 5.06347e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.000265140833951722 -0.00018145945867637989 -0.00022445856995716992 -0.00021166308163213517 1.0600822639426919e-05 0.00052316212873544903
leaf_weight=0.0010532919830224712 0.0014494025984270829 0.0010445928261797175 0.0010356947747007872 0.0012491943391819552 0.0018214307719368967
leaf_count=862 828 267 311 192 661
internal_value=0 3.7794e-05 9.94892e-05 0.000177798 0.000314641
internal_weight=0 0.00660032 0.00515091 0.00411522 0.00307063
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9344
num_leaves=7
num_cat=0
split_feature=2 51 2 150 16 1
split_gain=3.06131e-05 2.58686e-05 2.80055e-05 4.33206e-05 6.424e-05 2.49663e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.086590000000000014 0.083555000000000004 0.042200000000000008 0.10937500000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.00030006076138551908 -0.00030543417400092027 -0.00025772917993525522 -0.00047350939410115091 0.00042810075838732711 0.00027650331577249538 -4.028534298386431e-05
leaf_weight=0.0010867425609471411 0.0012823064728553924 0.0012527459096841349 0.0010182861146449868 0.0010258426072367096 0.0015175543140207521 0.0010274877879825361
leaf_count=199 514 925 823 218 275 167
internal_value=0 -5.32433e-05 2.11281e-06 7.30441e-05 -2.91727e-05 -0.000255923
internal_weight=0 0.00712422 0.00584192 0.00458917 0.00356333 0.00204577
internal_count=3121 2922 2408 1483 1265 990
is_linear=0
shrinkage=0.00196078


Tree=9345
num_leaves=7
num_cat=0
split_feature=52 13 3 150 3 4
split_gain=1.88703e-05 3.64578e-05 2.2481e-05 2.9032e-05 6.95169e-05 1.47371e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 0.086615000000000011 -0.028564999999999997 -0.018869999999999994
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0004213875448418014 -0.00024457398883317668 -0.00013395262880602809 -0.00030458095171487709 -0.00027023146871349028 0.00049676563410927489 9.1392466616061309e-05
leaf_weight=0.0010102361986710955 0.001079250392521821 0.0016951497467071306 0.0011030642946016703 0.0010198313608932559 0.001112983368618843 0.0010728581786644403
leaf_count=311 501 1290 133 158 263 465
internal_value=0 3.39332e-05 -5.79475e-05 1.31223e-05 0.000116028 0.00025143
internal_weight=0 0.00701412 0.00493103 0.00382796 0.00280813 0.00208309
internal_count=3121 2620 1844 1711 1553 776
is_linear=0
shrinkage=0.00196078


Tree=9346
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.83887e-05 2.53467e-05 2.88737e-05 3.02502e-05 2.64038e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00024334353416088225 0.00029153973209705193 -0.00024292078933115094 0.00033248249522204126 -0.00028415264662229106 0.00011660741019105021
leaf_weight=0.0010513476199285488 0.0012162132719032949 0.0015980745287277782 0.0011762765216106509 0.0010635583879111813 0.001557898714755958
leaf_count=862 448 820 322 175 494
internal_value=0 3.58302e-05 -2.18067e-05 7.12375e-05 -4.5986e-05
internal_weight=0 0.00661202 0.00539581 0.00379773 0.00262146
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9347
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=9.20808e-06 2.70146e-05 2.17125e-05 2.27705e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0082690889617599902 -0.0089473810323549494 0.0078117492747443954 0.016925686694603585 -0.010154448169935231
leaf_weight=0.0019897297603806274 0.0010043638285793287 0.0019382871701818516 0.0012495825015683762 0.0011090928546885516
leaf_count=576 630 1275 239 401
internal_value=0 0.00136415 0.00582487 0.00127296
internal_weight=0 0.00628669 0.00429696 0.00304738
internal_count=3121 2491 1915 1676
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=9.847e-06 1.91898e-05 3.10201e-05 5.84649e-05 3.5382e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011675013538735138 0.0091130641482785098 -0.013966197623202413 0.0068854624385456384 0.02531859054619795 -0.016465753762647705
leaf_weight=0.0014217386806020457 0.0010100536872752501 0.0010353193687284643 0.0016767688883838206 0.0010810132217778778 0.0010584959971589698
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00152585 0.000933045 0.00563013 -0.00215102
internal_weight=0 0.00627334 0.00523802 0.00381628 0.00273526
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=9349
num_leaves=7
num_cat=0
split_feature=2 16 4 2 0 43
split_gain=3.99217e-05 3.1127e-05 4.03472e-05 3.6388e-05 4.08747e-05 3.23493e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.11093500000000002 -0.11991499999999998 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00035002408826695353 0.0002553955736196604 0.00019024190757477056 -0.0004139430663834377 0.00026438477110768578 -5.5115413672271564e-05 -0.00051114641622031307
leaf_weight=0.0010550399593440328 0.0010333953742539754 0.0010631116787102328 0.0013329706521544296 0.0012169945053971346 0.0012594952044902277 0.0011387721193079476
leaf_count=199 189 197 276 326 811 1123
internal_value=0 -5.89579e-05 -0.000112998 -2.72517e-05 -0.000129789 -0.000271653
internal_weight=0 0.00704474 0.00601134 0.00467837 0.00346138 0.00239827
internal_count=3121 2922 2733 2457 2131 1934
is_linear=0
shrinkage=0.00196078


Tree=9350
num_leaves=6
num_cat=0
split_feature=51 52 15 2 1
split_gain=9.67912e-06 2.09411e-05 2.01611e-05 3.35512e-05 9.82295e-06
threshold=-0.076794999999999988 -0.057699999999999994 -0.11713499999999999 0.10097500000000002 0.081315000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0082792686820632126 0.013104955117198761 -0.011331157022793326 0.018026104003331902 -0.0092621659001088444 0.0040889380058090827
leaf_weight=0.0011947214533884103 0.0012497611766261107 0.0014401856375451786 0.0010002254363457596 0.0013756854200824846 0.0010228267298218149
leaf_count=537 575 364 886 299 460
internal_value=0 0.00156515 -0.00141526 0.00278651 0.0109797
internal_weight=0 0.00608868 0.00483892 0.00339874 0.00202305
internal_count=3121 2584 2009 1645 1346
is_linear=0
shrinkage=0.1


Tree=9351
num_leaves=6
num_cat=0
split_feature=2 2 13 16 43
split_gain=3.05973e-05 2.12147e-05 2.89086e-05 2.35838e-05 2.10073e-05
threshold=-1.0000000180025095e-35 0.099185000000000009 -0.08971999999999998 -0.071854999999999988 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=0.00030691992131477713 -1.0074703834021752e-06 0.00029647940558608934 0.00011470492711621467 -0.0002963955311455116 -0.0003135751238891141
leaf_weight=0.0010341627483400799 0.0015592930261542313 0.0012116979284981311 0.0011199270685135327 0.0010298832730480964 0.0017595413982231913
leaf_count=199 832 200 257 462 1171
internal_value=0 -5.55162e-05 5.42768e-05 -8.22359e-05 -0.000166721
internal_weight=0 0.00668034 0.00336151 0.00214981 0.00331883
internal_count=3121 2922 919 719 2003
is_linear=0
shrinkage=0.00196078


Tree=9352
num_leaves=6
num_cat=0
split_feature=15 52 47 2 3
split_gain=9.38722e-06 1.85283e-05 3.61511e-05 4.58373e-05 2.50797e-05
threshold=-0.24436499999999997 -0.088204999999999992 0.092710000000000015 0.10097500000000002 -0.011549999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0088439497478839633 -0.01246633715690997 0.0041473980116001046 -0.015169269384905565 -0.0077909366836772563 0.024562696495744118
leaf_weight=0.0010204857791784872 0.0012363028046734328 0.001217521614848782 0.0010637498467376575 0.0015546702045120386 0.001189769045339801
leaf_count=253 654 1446 228 396 144
internal_value=0 -0.00149909 0.0011988 0.00559348 0.0142374
internal_weight=0 0.00626201 0.00502571 0.00396196 0.00240729
internal_count=3121 2868 2214 1986 1590
is_linear=0
shrinkage=0.1


Tree=9353
num_leaves=6
num_cat=0
split_feature=160 151 2 4 3
split_gain=8.75109e-06 1.97531e-05 5.72822e-05 5.92787e-05 1.90208e-05
threshold=1.0000000180025095e-35 -0.0056149999999999993 0.10981000000000002 -0.10429499999999998 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.010369433363346857 -0.0076920790568112676 -0.020837272801287582 0.021258581778626866 -0.0023668796748248025 0.015810952174476877
leaf_weight=0.0011329030283514473 0.0012407641760971916 0.0011796584946046052 0.0014138270992916386 0.0011502444831619941 0.0011522788837906881
leaf_count=387 531 223 426 1084 470
internal_value=0 0.00152991 0.00428333 -0.00260892 0.00673007
internal_weight=0 0.00602891 0.00489601 0.00348218 0.00230252
internal_count=3121 2590 2203 1777 1554
is_linear=0
shrinkage=0.1


Tree=9354
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.41641e-05 3.40043e-05 3.41432e-05 2.93435e-05 3.85285e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00017695098686885797 -0.00028110897789386183 0.00026852260158183392 -0.00030347794704467648 0.0003401028880604996 -0.00031493973602848439
leaf_weight=0.0012884983943035752 0.0010406425158120168 0.0018227292765960433 0.0014033428200316217 0.0010113546220570408 0.0011664345887493933
leaf_count=569 501 558 310 275 908
internal_value=0 4.0071e-05 -4.54397e-05 5.90283e-05 -5.67655e-05
internal_weight=0 0.00669236 0.00486963 0.00346629 0.00245493
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9355
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=2.18477e-05 3.00381e-05 3.12684e-05 6.78628e-05 5.12062e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00026154872563506062 -0.00020810597968426791 -0.00024198476467555074 -0.00018971346160787962 2.769176136217484e-05 0.00053722863219183539
leaf_weight=0.0010742061721389353 0.001473453191362971 0.0010692177688464478 0.001076788673434686 0.0012784817266940386 0.0018636142563253856
leaf_count=862 828 267 311 192 661
internal_value=0 3.94791e-05 0.000108465 0.000184706 0.000329904
internal_weight=0 0.00676156 0.0052881 0.00421131 0.0031421
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9356
num_leaves=7
num_cat=0
split_feature=2 16 4 2 15 0
split_gain=1.84896e-05 2.44635e-05 3.56534e-05 4.56342e-05 2.95266e-05 3.10681e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.10699500000000002 -0.028889999999999996 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0002292170383481445 0.00023021408370500163 0.00010763256480308446 -0.00037705222526943994 0.00029313347596569335 -3.1275169130931605e-05 -0.00050997580887803646
leaf_weight=0.0010760044268197985 0.0010424597436463371 0.0011989645718295831 0.0013392096312838967 0.00132775829657186 0.0010094471235092485 0.0010777904558452052
leaf_count=199 189 671 276 402 1252 132
internal_value=0 -4.68754e-05 -9.53965e-05 -1.36455e-05 -0.000137597 -0.000278463
internal_weight=0 0.00699563 0.00595317 0.00461396 0.0032862 0.00208724
internal_count=3121 2922 2733 2457 2055 1384
is_linear=0
shrinkage=0.00196078


Tree=9357
num_leaves=6
num_cat=0
split_feature=0 13 52 0 3
split_gain=9.42303e-06 2.25598e-05 5.08443e-05 4.46636e-05 1.53149e-05
threshold=-0.019414999999999998 -0.010384999999999998 -0.066844999999999988 -0.14649999999999996 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=0.0061500770708781578 -0.00358918394560988 -0.02602813172405179 0.016021383110625172 -0.01336096737331797 0.01269480966223855
leaf_weight=0.001872314547906412 0.0010696908145763628 0.0010204399115732697 0.0010288828527449797 0.0010405639042751118 0.0012553551293776836
leaf_count=1800 164 292 137 527 201
internal_value=0 -0.0025118 -0.00776047 0.00124728 0.00520298
internal_weight=0 0.0049622 0.00308989 0.00206945 0.00232505
internal_count=3121 2756 956 664 365
is_linear=0
shrinkage=0.1


Tree=9358
num_leaves=7
num_cat=0
split_feature=2 2 43 42 4 2
split_gain=2.25477e-05 2.40602e-05 2.15177e-05 6.49858e-05 9.50342e-05 6.02103e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.0010100000000000003 0.083865000000000009 -0.059649999999999988 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00027130848946218346 -0.00029424679062600267 -0.00068304640184749569 0.00025664010191051929 0.00037346899220681384 0.00035172860400771124 -0.00028360123404401016
leaf_weight=0.0010102269520775838 0.0012017322026994567 0.0010189563854637353 0.0011046396422584306 0.0010577897849476971 0.0011561073041044712 0.0011380283838072166
leaf_count=199 541 515 435 820 388 223
internal_value=0 -4.30063e-05 1.21343e-05 -4.96589e-05 -0.000184753 3.6567e-05
internal_weight=0 0.00667725 0.00547552 0.00437088 0.00331309 0.00229414
internal_count=3121 2922 2381 1946 1126 611
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=6
num_cat=0
split_feature=52 0 2 13 16
split_gain=1.83718e-05 2.87555e-05 4.56514e-05 3.20919e-05 1.83389e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10699500000000002 0.0076650000000000008 -0.008069999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.000167885461524937 -0.00024608764308060242 0.00035004825084262786 0.00048688600909054929 -0.00019980973037901262 -9.3764688492134573e-06
leaf_weight=0.0019208053729290239 0.0010371957328942022 0.0010864941145841236 0.0010074701522430687 0.0015447512017574341 0.0010966752675128793
leaf_count=232 501 1132 456 286 514
internal_value=0 3.44692e-05 0.00011655 1.64666e-05 0.000169498
internal_weight=0 0.0066562 0.00473539 0.00372792 0.00218317
internal_count=3121 2620 2388 1932 1646
is_linear=0
shrinkage=0.00196078


Tree=9360
num_leaves=6
num_cat=0
split_feature=0 52 16 48 1
split_gain=9.3152e-06 3.15877e-05 5.08079e-05 2.27576e-05 1.99202e-05
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.086035000000000014 0.10781
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0048678190001883934 0.014750930042094674 -0.0016971839338693374 -0.01588760005153499 -0.016188088384461147 0.017575086843284703
leaf_weight=0.0010172345011597696 0.0014482060472548841 0.001124591312059697 0.001637039686019459 0.0010361777422930596 0.0010252898120704864
leaf_count=194 851 1129 639 92 216
internal_value=0 0.00218995 -0.00261366 -0.00575726 0.00749387
internal_weight=0 0.00523513 0.00378692 0.00205341 0.00214988
internal_count=3121 2835 1984 286 1345
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=9.74135e-06 2.66796e-05 3.8172e-05 5.56508e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0075522709630094498 0.0087538805247902012 -0.013137314640984577 -0.020674321673759107 0.014367161336071237
leaf_weight=0.001370172493532414 0.0017025538569888799 0.0015238679070120385 0.001256979437574096 0.0014221975177155604
leaf_count=303 843 789 295 891
internal_value=0 -0.00180673 -0.00608459 0.000140326
internal_weight=0 0.0059056 0.00420304 0.00294607
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
num_cat=0
split_feature=0 1 150 3 15
split_gain=9.08159e-06 2.14162e-05 2.66912e-05 3.4334e-05 3.22863e-05
threshold=0.056435000000000006 0.086105000000000015 0.076925000000000007 0.10732000000000001 -0.10091499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013527675603318943 0.0072216220478805663 0.016927812179079908 0.012681258029727383 -0.017086939835341413 -0.008421978902910212
leaf_weight=0.0012244665470920717 0.0013920044324135256 0.0010064175307741775 0.0014341854616263909 0.0012030443106361708 0.0010032809150068499
leaf_count=1715 204 233 264 165 540
internal_value=0 -0.00176217 0.00133804 -0.00372564 0.0042727
internal_weight=0 0.00587139 0.00464693 0.00321274 0.0020097
internal_count=3121 2917 1202 938 773
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=9.15305e-06 3.16496e-05 3.48144e-05 4.29407e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0064725345102916738 0.0079977494767637779 -0.016915511646479177 0.012870896568552094 -0.016901344136243193
leaf_weight=0.0016684446862743562 0.0011860548367969978 0.0011046522790677353 0.001806488628155108 0.0014859964951483506
leaf_count=803 553 458 1050 257
internal_value=0 -0.00160758 0.00180104 -0.00453845
internal_weight=0 0.00606558 0.00496093 0.00315444
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=1.00168e-05 1.95003e-05 2.9039e-05 1.91608e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.016620087213813511 0.0076185280746396845 -0.010765280245374551 0.0035572485960737054 -0.0124211583135528
leaf_weight=0.0010107613982239089 0.0013837683548283313 0.0017267396642271851 0.0018617771720068424 0.0012573292602918488
leaf_count=253 279 1443 900 246
internal_value=0 -0.00184144 0.00188971 -0.00288374
internal_weight=0 0.00585661 0.00412987 0.00311911
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=2.20322e-05 2.85754e-05 4.56899e-05 4.97635e-05 6.13065e-05 3.23707e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.018494999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028698458654689775 -0.00026414017670965939 0.00060046633188582603 -0.00040731744913043177 -0.00029800650200472345 -0.0001638813274332812 0.00011866581490885771
leaf_weight=0.0013836153436056712 0.0010980488815296053 0.0011482254950944692 0.0010010630962158156 0.001152008922950162 0.0012986037683977115 0.001005754353588752
leaf_count=190 501 965 329 216 330 590
internal_value=0 3.46277e-05 -2.76603e-05 5.48792e-05 0.000172625 0.0003755
internal_weight=0 0.00698927 0.00560566 0.00460459 0.00345258 0.00215398
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
num_cat=0
split_feature=43 3 3 3 2
split_gain=9.34689e-06 2.98566e-05 1.7183e-05 3.69867e-05 2.95025e-05
threshold=-0.067199999999999996 -0.078934999999999991 -0.116045 0.090900000000000009 0.11389000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.004453697035256274 0.0073274747874704088 0.018178349909760153 -0.020514503245965644 0.010688858240832485 -0.011849816042301554
leaf_weight=0.0013831557280048889 0.0012917693654922544 0.001007475083670296 0.0011910788494460711 0.0013621568435445257 0.001012422113219147
leaf_count=886 210 467 1200 192 166
internal_value=0 0.00508405 -0.00255405 -0.00613393 0.0010793
internal_weight=0 0.00239063 0.00485743 0.00356566 0.00237458
internal_count=3121 1353 1768 1558 358
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=6
num_cat=0
split_feature=2 13 13 2 15
split_gain=8.96042e-06 2.06897e-05 1.89732e-05 3.41984e-05 4.99385e-06
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0025430813162533802 0.014755829824391505 0.0028675772270100744 0.0071714166137622389 -0.019440508246848009 -0.0071137700553994786
leaf_weight=0.001530581802465429 0.0011377041069816508 0.0010016336299883436 0.0012469739471666643 0.0013161111526306228 0.0010033795364973522
leaf_count=846 200 335 207 1149 384
internal_value=0 0.00398452 -0.00311479 -0.00762059 -0.00212744
internal_weight=0 0.00314272 0.00409367 0.00284669 0.00200501
internal_count=3121 919 2202 1995 719
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=1.93672e-05 2.6162e-05 2.94721e-05 4.62324e-05 4.88275e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00024640986266695952 -0.00019415281472915898 -0.00017960974246047646 -0.00019146636739164551 3.0981909894373397e-06 0.00050321389720832757
leaf_weight=0.0010588293390890752 0.0014444572360062967 0.0010395877527120262 0.0010362949491156083 0.0012721399392380366 0.0018306020672466507
leaf_count=862 828 267 311 192 661
internal_value=0 3.91879e-05 0.000104273 0.000178259 0.000298164
internal_weight=0 0.00662308 0.00517862 0.00414233 0.00310274
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=6
num_cat=0
split_feature=484 42 43 16 0
split_gain=2.32041e-05 2.65847e-05 3.98669e-05 5.73899e-05 4.36225e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.0003391429999142694 0.00027310914438224184 0.00028021747581252922 -0.0001694431095513664 -0.00039908179619880195 0.00030631543483695001
leaf_weight=0.0010131669195956958 0.0010056611187222522 0.0015065928080682089 0.0014714175256858939 0.0015141424511164094 0.0014925914768055524
leaf_count=806 394 734 151 497 539
internal_value=0 -4.54163e-05 4.30916e-06 -8.85152e-05 7.01355e-05
internal_weight=0 0.00699791 0.00598474 0.00447815 0.00296401
internal_count=3121 2727 1921 1187 690
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=6
num_cat=0
split_feature=2 2 1 2 0
split_gain=1.9552e-05 2.88708e-05 1.9788e-05 4.21567e-05 4.37089e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.10587000000000001 0.10097500000000002 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00025033980075146598 -0.0003147441422928233 -0.00019275690495660803 0.00017535044582966491 -0.00036735322321307959 0.00034563266107899722
leaf_weight=0.0010190767073819263 0.0012147251770789121 0.0011231624712274527 0.0019923954437581267 0.0012011610357111537 0.0011982442856607173
leaf_count=199 541 893 403 472 613
internal_value=0 -4.10949e-05 1.91791e-05 -6.91528e-05 8.51445e-05
internal_weight=0 0.00672969 0.00551496 0.00352257 0.00232141
internal_count=3121 2922 2381 1978 1506
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=6
num_cat=0
split_feature=42 43 1 16 16
split_gain=2.69781e-05 2.72979e-05 3.87202e-05 3.18266e-05 3.00178e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 0.094385000000000011 -0.36241499999999999 -0.0087049999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00028955923330823189 0.00030171807298294778 -0.00043602113028225241 -9.5219621759620783e-05 0.00029029941021692683 2.2296811428338642e-05
leaf_weight=0.0011000040578145517 0.0012614974900468645 0.0011626540773442624 0.0015046430452626638 0.0018181305716608322 0.0010416689193363453
leaf_count=862 448 753 211 485 362
internal_value=0 4.14565e-05 -1.79453e-05 0.000115726 -0.00021944
internal_weight=0 0.00678859 0.0055271 0.00332277 0.00220432
internal_count=3121 2259 1811 696 1115
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=1.51668e-05 2.79663e-05 3.24092e-05 2.83978e-05 2.48778e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.011473724205657182 0.015862651820384304 -0.013616750699446251 0.017136017467377872 0.0066454543040320446 -0.013509737674145246
leaf_weight=0.0010001715593311771 0.001152097410457689 0.0015215076657062198 0.0011050626451879438 0.0014074894674269175 0.0010841016670583895
leaf_count=862 448 820 322 230 439
internal_value=0 0.0017864 -0.00138216 0.00379348 -0.00212415
internal_weight=0 0.00627026 0.00511816 0.00359665 0.00249159
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.41265e-05 2.93979e-05 7.1415e-05 5.61148e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00019546093824819412 -0.00028170776052871907 -0.00013195470177621412 -0.00033887758564732232 0.00041723600927825625
leaf_weight=0.0018904869748048955 0.0010605866132794928 0.0012419362303636085 0.0019572641258778761 0.0016868730614093129
leaf_count=882 501 751 333 654
internal_value=0 3.63294e-05 -7.6345e-05 0.000184356
internal_weight=0 0.00677656 0.00384775 0.00292881
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=2.82118e-05 3.41866e-05 2.57499e-05 2.60829e-05 1.99445e-05
threshold=0.27287000000000006 0.098655000000000007 0.10774000000000002 0.090935000000000016 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00026132438589834399 0.0002167764084872213 -0.00035531530843619584 0.0002477551386773315 -0.0002692848302275356 -0.00011882769792058716
leaf_weight=0.0010410224195483691 0.001839618420464032 0.0012104222748918697 0.0013123010177650031 0.0015139759436054619 0.0010821753110138773
leaf_count=201 352 195 391 573 1409
internal_value=0 -5.99346e-05 1.23025e-05 -7.26494e-05 6.75642e-05
internal_weight=0 0.0061599 0.00494947 0.00363717 0.0021232
internal_count=3121 2769 2574 2183 1610
is_linear=0
shrinkage=0.00196078


Tree=9375
num_leaves=6
num_cat=0
split_feature=52 15 1 0 15
split_gain=3.25047e-05 3.37913e-05 5.21095e-05 4.8184e-05 4.03786e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.11756999999999999 0.024640000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00016618510253866458 -0.00031220806292257976 0.00037436033770082153 -0.00058772580406939797 7.8744322706452916e-06 -9.3616260072147621e-05
leaf_weight=0.0018996596774425193 0.001100412312572384 0.0019566495528335636 0.0010190106402216445 0.0010711683051208532 0.0011115665610410695
leaf_count=870 501 412 111 234 993
internal_value=0 5.01076e-05 -6.88672e-05 -0.000282494 0.00020482
internal_weight=0 0.00705805 0.00398984 0.00209018 0.00306822
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9376
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=2.35812e-05 2.72739e-05 5.74532e-05 5.33469e-05 4.28625e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.11756999999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00018834833017282966 -0.0002723810399392246 -9.0507868384395702e-05 -0.00061470066518500835 2.0544560615958104e-05 0.00039105336998932643
leaf_weight=0.0018090076094180352 0.0010573594251015016 0.0012381223641270379 0.0010004986821006085 0.0010330620366791519 0.0016678925488469451
leaf_count=870 501 751 111 234 654
internal_value=0 4.25445e-05 -6.5857e-05 -0.000291992 0.000185882
internal_weight=0 0.00674858 0.00384257 0.00203356 0.00290601
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9377
num_leaves=6
num_cat=0
split_feature=52 15 1 3 0
split_gain=2.24857e-05 2.63853e-05 5.85806e-05 4.40453e-05 4.34688e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997 -0.11173999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00018715415462798712 -0.00026836672233002931 -9.9465342260625112e-05 -0.00058806120006821706 0.00038562032570325575 -1.4228352751780111e-05
leaf_weight=0.0018209758589551803 0.0010607997278315054 0.001256172890024931 0.0010013144231341697 0.0016849407617211128 0.0010292119099438238
leaf_count=870 501 751 113 654 232
internal_value=0 3.859e-05 -6.82007e-05 0.000178436 -0.000297203
internal_weight=0 0.00679262 0.0038515 0.00294111 0.00203053
internal_count=3121 2620 1215 1405 345
is_linear=0
shrinkage=0.00196078


Tree=9378
num_leaves=5
num_cat=0
split_feature=11 43 2 3
split_gain=2.53952e-05 3.98466e-05 4.07351e-05 4.33303e-05
threshold=0.076920000000000002 -0.084004999999999982 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.00030175664385137307 -0.00029390105185284982 -0.00027127514656455478 0.00028028661662142632 -0.00016597690905722123
leaf_weight=0.001673218641784097 0.0010165393423953598 0.0019450321104574802 0.0019072727993980536 0.0014900021836348398
leaf_count=687 226 1208 823 177
internal_value=0 3.77082e-05 -4.49921e-05 8.4561e-05
internal_weight=0 0.00701553 0.00534231 0.00339727
internal_count=3121 2895 2208 1000
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=6
num_cat=0
split_feature=2 51 2 16 1
split_gain=2.88075e-05 2.32451e-05 3.03054e-05 2.305e-05 3.73959e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.086590000000000014 0.0047850000000000011 0.10557500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00030426263940207146 -0.00029113185728025858 -0.00027292212598100188 -0.00027447548361505294 0.000265647657296251 0.00018596819586478317
leaf_weight=0.0010364246935289567 0.0012256666763700826 0.001170567328813178 0.0012683622705190593 0.001644559469255923 0.0014573772363824823
leaf_count=199 514 925 861 346 276
internal_value=0 -4.67802e-05 7.27163e-06 8.23204e-05 -2.8289e-05
internal_weight=0 0.00676653 0.00554087 0.0043703 0.00272574
internal_count=3121 2922 2408 1483 1137
is_linear=0
shrinkage=0.00196078


Tree=9380
num_leaves=5
num_cat=0
split_feature=1 42 3 16
split_gain=1.4146e-05 2.45153e-05 2.729e-05 2.01423e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10519499999999998 -0.071359999999999993
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0003040897366938419 0.00016740193298642392 -0.0002350319919348679 -0.00021434753970436476 9.1546789030433961e-05
leaf_weight=0.0010818779395309844 0.001474773685105419 0.0018564007382815524 0.0015840980789086584 0.0017330297020959112
leaf_count=253 279 1443 658 488
internal_value=0 -4.60753e-05 3.36653e-05 -5.45334e-05
internal_weight=0 0.00625541 0.00439901 0.00331713
internal_count=3121 2842 1399 1146
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=6
num_cat=0
split_feature=151 4 0 16 16
split_gain=1.76975e-05 4.10346e-05 3.66202e-05 3.15992e-05 4.79894e-05
threshold=-0.081519999999999981 0.40473500000000007 0.041630000000000007 -0.094359999999999986 0.033715000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00024160752178142641 -0.00035731787133998574 0.00035216691944204431 0.00022045504222534785 0.00025071049335933799 -0.00029298439600418153
leaf_weight=0.001028182534228623 0.0015364634799672006 0.001271330637501164 0.0015277592234382567 0.0013518244835976224 0.0011595330344942539
leaf_count=415 449 265 210 1339 443
internal_value=0 3.42795e-05 -3.82045e-05 -0.00013583 -3.21938e-07
internal_weight=0 0.00684691 0.00557558 0.00404782 0.00251136
internal_count=3121 2706 2441 2231 1782
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=6
num_cat=0
split_feature=42 43 4 52 15
split_gain=1.25158e-05 2.35496e-05 2.71759e-05 2.32107e-05 2.34883e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.18895499999999996
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.010364157134817694 0.014456703275651898 -0.012418442366002496 0.015438278319342367 -0.013506109928907989 0.006131322483335218
leaf_weight=0.0010129511359123966 0.0011642849134712169 0.0015398989110317752 0.0011159171179056918 0.0010291252533272941 0.0014923268531226168
leaf_count=862 448 820 322 175 494
internal_value=0 0.00160637 -0.00128347 0.00343058 -0.00188365
internal_weight=0 0.00634155 0.00517727 0.00363737 0.00252145
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.01501e-05 2.26211e-05 2.80987e-05 3.93189e-05 4.69789e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093378116124117703 -0.0098994876682688675 0.014237154438114817 0.016344076838269002 -0.023166144942441166 0.005533692669125556
leaf_weight=0.0010119171488738206 0.0013752153397484047 0.0012242441843888625 0.0014432002079781455 0.0010767836044739752 0.0012127000457365549
leaf_count=862 828 250 340 656 185
internal_value=0 0.00144807 0.00459626 -0.000228948 -0.00796434
internal_weight=0 0.00633214 0.00495693 0.00351373 0.00228948
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=6
num_cat=0
split_feature=42 49 1 4 48
split_gain=1.02695e-05 2.97723e-05 2.42113e-05 2.50763e-05 8.87809e-07
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.081275000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.010732971117794469 -0.0094015086854239236 0.0081804800322231551 0.017798430510273223 -0.010627754247717759 -0.0065192654066446578
leaf_weight=0.0010000909375691416 0.0010093140246756156 0.0019456507529464536 0.0012598475925684185 0.0011151681977809944 0.0010000069478657428
leaf_count=322 630 1275 239 401 254
internal_value=0 0.00146101 0.00613052 0.00132795 -0.00862621
internal_weight=0 0.00632076 0.00432067 0.00306082 0.0020001
internal_count=3121 2491 1915 1676 576
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=9.5839e-06 1.96936e-05 2.23012e-05 4.4666e-05 5.22152e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0090848000061846089 -0.0091875361336751903 -0.0084117713439540234 0.027413292714138261 -0.0069508850611141679 -0.0018333758089938879
leaf_weight=0.0010081763505408823 0.0013713829938451797 0.0010713132089722678 0.00151980679711309 0.0013306077364101435 0.00102022184940314
leaf_count=862 828 300 508 289 334
internal_value=0 0.00141483 0.00435697 0.00789109 0.0156661
internal_weight=0 0.00631333 0.00494195 0.00387064 0.00254003
internal_count=3121 2259 1431 1131 842
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=5
num_cat=0
split_feature=0 1 15 43
split_gain=1.12746e-05 2.47615e-05 2.84331e-05 1.6006e-05
threshold=-0.060129999999999996 0.094385000000000011 -0.11713499999999999 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.013800494917367812 0.013507221925938033 -0.0095622597859950365 0.010831337272336053 -0.0013191115297105172
leaf_weight=0.0014784228010403036 0.0012178518836898353 0.0011856669183233611 0.0016146732070650132 0.0018107911157440326
leaf_count=1930 206 225 393 367
internal_value=0 -0.00333076 0.00219667 0.00464273
internal_weight=0 0.00427876 0.00280034 0.00302864
internal_count=3121 2548 618 573
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=6
num_cat=0
split_feature=15 151 43 43 2
split_gain=9.39389e-06 2.1949e-05 2.77635e-05 4.4409e-05 3.0906e-05
threshold=-0.24436499999999997 -0.016164999999999995 0.05259500000000001 -0.074359999999999996 0.097605000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.008869657180686703 0.0099678810743065518 0.0026641391998990321 0.0098858985966971836 -0.030920487368787764 -0.0062084016033555484
leaf_weight=0.0010215591933409058 0.0013238440924529266 0.00187723926119628 0.0010525712404456907 0.0010224036972413797 0.0010021441344685164
leaf_count=253 522 826 357 846 317
internal_value=0 -0.00147051 -0.00452694 -0.00841504 -0.0186881
internal_weight=0 0.0062782 0.00495436 0.00390179 0.00202455
internal_count=3121 2868 2346 1989 1163
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=7
num_cat=0
split_feature=2 2 150 43 43 15
split_gain=2.41808e-05 2.59184e-05 2.0216e-05 2.81177e-05 3.24292e-05 6.40701e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.081835000000000019 0.05259500000000001 -0.084004999999999982 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00027631518658523924 -0.00030420199958229772 0.00012733235253280568 0.00023338446216595476 0.00023544644265223208 4.0821363105816472e-05 -0.00063469169394372144
leaf_weight=0.0010433603874906413 0.001211816091688054 0.0011542922428521276 0.0012362492547697635 0.0010106490044953127 0.0011380037252266266 0.0010269646372480944
leaf_count=199 541 493 317 319 415 837
internal_value=0 -4.43398e-05 1.22351e-05 -5.09061e-05 -0.000138095 -0.000279612
internal_weight=0 0.00677797 0.00556616 0.00432991 0.00331926 0.00216497
internal_count=3121 2922 2381 2064 1745 1252
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=7
num_cat=0
split_feature=52 160 3 0 47 16
split_gain=2.0039e-05 2.57732e-05 3.45505e-05 6.11269e-05 2.74606e-05 6.624e-06
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 0.085770000000000027 -0.092124999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00032139308484769533 -0.00025736507314657757 -0.0002905764293066902 0.0001909320652470964 0.00047221620253199716 -0.00028935993233969708 -3.460630035836041e-05
leaf_weight=0.001017688128347881 0.0010497705000445078 0.0013566190424621257 0.0010006551089784606 0.0010805981938457232 0.0012828427643577682 0.001001968396794729
leaf_count=495 501 236 340 132 221 1196
internal_value=0 3.38753e-05 -1.72552e-05 6.76709e-05 -6.53851e-05 7.80889e-05
internal_weight=0 0.00674037 0.00572268 0.00436606 0.00328547 0.00200262
internal_count=3121 2620 2125 1889 1757 1536
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=7
num_cat=0
split_feature=2 52 12 15 1 3
split_gain=2.30247e-05 2.59234e-05 3.67744e-05 3.26682e-05 7.05536e-05 4.49276e-05
threshold=-1.0000000180025095e-35 0.11434500000000002 0.095110000000000014 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00026927094250600911 6.3791217390206273e-05 -0.0003328602290364204 0.00029107538761795137 -0.00020242857862375372 -0.00061010319506897819 0.0003651642230910405
leaf_weight=0.0010553531548910039 0.0013587977310183924 0.0010047179923211051 0.0013579954931218037 0.0010082178995648521 0.001065817571990752 0.0011451526687844165
leaf_count=199 633 478 532 597 209 473
internal_value=0 -4.15886e-05 7.71168e-06 -7.63442e-05 -0.000232441 9.94147e-05
internal_weight=0 0.0069407 0.00593598 0.00457799 0.00242462 0.00215337
internal_count=3121 2922 2444 1912 842 1070
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=6
num_cat=0
split_feature=42 16 16 49 0
split_gain=9.64828e-06 1.74374e-05 3.83061e-05 2.20537e-05 3.28581e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 -0.043469999999999995 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0091072167590356603 0.0086795207652775926 0.020184031933449531 -0.0051143409662582733 -0.017348305030535 0.0047973657333735525
leaf_weight=0.0010090762904478769 0.001187008615702053 0.0012566342355935217 0.0011428635077991873 0.00153062319054884 0.0011915493602654384
leaf_count=862 248 498 380 265 868
internal_value=0 0.0014241 0.0081346 -0.00269487 -0.0076547
internal_weight=0 0.00630868 0.0023995 0.00390918 0.00272217
internal_count=3121 2259 878 1381 1133
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=7
num_cat=0
split_feature=11 4 2 3 12 16
split_gain=2.18104e-05 4.59525e-05 5.71851e-05 4.74918e-05 5.91836e-05 1.91453e-05
threshold=1.0000000180025095e-35 0.098655000000000007 0.10774000000000002 0.083060000000000009 0.082850000000000021 -0.5048999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.00049933509199601828 -0.00028102079266651434 -1.402195404863285e-05 0.00051280678087999758 -0.00031246202796359217 -0.00014648113166115039 -0.0003629453012547542
leaf_weight=0.0011088748044235288 0.0010077092525185996 0.0011961468031613685 0.0011928382445200647 0.0011380277468502663 0.0010739276440014153 0.0012224995466060522
leaf_count=239 244 173 344 157 1654 310
internal_value=0 2.76996e-05 0.00014456 1.22859e-05 0.000181597 -0.000190385
internal_weight=0 0.00693231 0.00451367 0.00332083 0.0021828 0.00241865
internal_count=3121 2877 2394 2050 1893 483
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=6
num_cat=0
split_feature=160 151 2 4 13
split_gain=9.17051e-06 1.85763e-05 4.68255e-05 5.05776e-05 2.87303e-05
threshold=1.0000000180025095e-35 -0.0056149999999999993 0.10981000000000002 -0.10429499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0099722408935520868 -0.0078467225392732862 -0.018692910467030442 0.0195530966045207 0.016388620763308482 -0.0060417576956594277
leaf_weight=0.00113408178357053 0.001246843914306588 0.0011940461446587757 0.0014191860683343532 0.0013126060420698522 0.0010107661284683574
leaf_count=387 531 223 426 1300 254
internal_value=0 0.00156901 0.00422037 -0.00196599 0.00663045
internal_weight=0 0.00607069 0.0049366 0.00351742 0.00232337
internal_count=3121 2590 2203 1777 1554
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=5
num_cat=0
split_feature=52 0 3 1
split_gain=1.97879e-05 3.44825e-05 5.19948e-05 6.49771e-05
threshold=0.11434500000000002 -0.14920999999999998 -0.13309499999999996 0.095285000000000022
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00019143507371734047 -0.00026212455035692819 -0.0002258204997053314 -2.0669481040832071e-05 0.0005067682504871976
leaf_weight=0.0019676272702470804 0.001045509449115265 0.0012639598935642415 0.0018414792617098034 0.0017527232927641459
leaf_count=232 501 220 1677 491
internal_value=0 2.75516e-05 0.000116244 0.000236537
internal_weight=0 0.00682579 0.00485816 0.0035942
internal_count=3121 2620 2388 2168
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=7
num_cat=0
split_feature=2 2 16 43 43 51
split_gain=3.20302e-05 3.9341e-05 2.62478e-05 3.13629e-05 4.48968e-05 4.14116e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 -0.5048999999999999 0.05259500000000001 -0.043144999999999996 0.082455000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.000320769336382642 -0.00035483413035973342 0.00031026467265350368 0.00015749005432791647 0.00026123248733077531 -0.00054225842736012884 -1.5588765968942506e-05
leaf_weight=0.001071522497974574 0.0012748800576973208 0.0010252270213502411 0.0013862507279938509 0.0010617869370004775 0.0011948740991346712 0.0011046328075858141
leaf_count=199 541 185 1014 306 680 196
internal_value=0 -4.30974e-05 2.57476e-05 -3.56935e-05 -0.000121231 -0.000289258
internal_weight=0 0.00704765 0.00577277 0.00474754 0.00368576 0.00229951
internal_count=3121 2922 2381 2196 1890 876
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=6
num_cat=0
split_feature=42 49 0 1 1
split_gain=9.39813e-06 2.45637e-05 1.79348e-05 2.4301e-05 1.71286e-05
threshold=0.092620000000000022 -0.0020949999999999996 -0.10151999999999999 0.081670000000000006 0.107145
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0014862350791652636 -0.0090062606024973162 0.013218927469320234 0.008570690462465223 -0.011383855446058159 -0.016999864938612129
leaf_weight=0.0010030262243881291 0.0010071632459959816 0.0018127277366369599 0.0014475103870817433 0.0010551760723160383 0.0010018619954987259
leaf_count=434 630 319 1022 574 142
internal_value=0 0.00139483 0.00564407 0.000157507 -0.00775145
internal_weight=0 0.0063203 0.00431541 0.00250269 0.00200489
internal_count=3121 2491 1915 1596 576
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=7
num_cat=0
split_feature=484 1 12 2 151 16
split_gain=2.50507e-05 3.08667e-05 3.2119e-05 4.25194e-05 3.32472e-05 4.17764e-05
threshold=0.073690000000000019 0.12500000000000003 0.098810000000000023 0.086590000000000014 -0.0077149999999999988 -0.069894999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00032693846790377972 0.00028111171897079551 0.00020686894715153073 -0.00042445241460093222 -0.00021018152160377044 0.00049242172056467698 -4.224748962955766e-05
leaf_weight=0.0013991055477412988 0.0010456038644575949 0.0014973762665401033 0.0010216120656824004 0.0010317296787786829 0.0010824207261977184 0.0011682548521420142
leaf_count=967 394 232 387 256 457 428
internal_value=0 -4.36755e-05 -0.000109457 -4.07177e-05 8.12822e-05 0.000214892
internal_weight=0 0.0072005 0.00570312 0.00468151 0.00328241 0.00225068
internal_count=3121 2727 2495 2108 1141 885
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=6
num_cat=0
split_feature=52 0 13 15 3
split_gain=2.95234e-05 3.79333e-05 4.29902e-05 3.2296e-05 5.79169e-05
threshold=0.11434500000000002 -0.084044999999999995 -0.0039049999999999992 -0.13578499999999996 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003895847519644755 -0.00030699491393509128 0.00045495240813223808 1.0151999009703253e-06 -0.00021564779730493249 0.00037360431655693202
leaf_weight=0.0010286836177569886 0.0010781933890643188 0.0014023848561404342 0.0018739526994124567 0.0016089681326475467 0.0010663126510132566
leaf_count=237 501 820 525 905 133
internal_value=0 4.16271e-05 0.000195316 -9.43181e-05 1.92161e-05
internal_weight=0 0.0069803 0.00327634 0.00370396 0.00267528
internal_count=3121 2620 1345 1275 1038
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=5
num_cat=0
split_feature=13 2 2 2
split_gain=1.00677e-05 2.09142e-05 3.57284e-05 3.44612e-05
threshold=0.11217000000000001 0.11704500000000001 0.099185000000000009 0.084245000000000014
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0044484884444327792 0.0070389437685126751 -0.014143122963984098 0.013309414214009449 -0.016818647812687205
leaf_weight=0.001669087890569776 0.0015787882813046534 0.0011344329135561503 0.0015637922842273179 0.0014018688065187872
leaf_count=881 217 358 473 1192
internal_value=0 -0.00197322 0.00100556 -0.0052598
internal_weight=0 0.00576918 0.00463475 0.00307096
internal_count=3121 2904 2546 2073
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=6
num_cat=0
split_feature=1 42 16 13 0
split_gain=9.38509e-06 2.46344e-05 2.92715e-05 2.44039e-05 2.06838e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0060599999999999994 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.016143857958612239 0.0072973385253541929 -0.011742074737664811 0.010086439326793629 0.0011658775138279568 -0.018938180673281034
leaf_weight=0.0011295408037213426 0.0014106235409971721 0.0017491301339195844 0.0010019333177945676 0.0010160152452337616 0.0010311162695427647
leaf_count=160 279 1443 463 136 640
internal_value=0 -0.00177812 0.0023927 -0.00270148 -0.0089603
internal_weight=0 0.00592774 0.00417861 0.00304906 0.00204713
internal_count=3121 2842 1399 1239 776
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=6
num_cat=0
split_feature=0 150 15 15 3
split_gain=8.91952e-06 2.45167e-05 5.81062e-05 4.18625e-05 1.71691e-05
threshold=-0.019414999999999998 0.081835000000000019 -0.0088349999999999974 -0.10653 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0036555188162120675 -0.0042457549820651306 0.01002490782132897 0.011285174405176497 -0.029555584758273606 0.012908748240900804
leaf_weight=0.0014138154217588203 0.0010770116332210061 0.0011999374876239038 0.0012470386585223523 0.0011171755603649474 0.0012730841127428271
leaf_count=415 164 372 1234 735 201
internal_value=0 -0.00242764 -0.00638268 -0.0150878 0.00504711
internal_weight=0 0.00497797 0.00377803 0.00253099 0.0023501
internal_count=3121 2756 2384 1150 365
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 12
split_gain=2.06703e-05 2.57776e-05 3.21116e-05 3.62766e-05 2.46194e-05 4.16299e-06
threshold=-1.0000000180025095e-35 0.36766000000000004 0.098655000000000007 0.10774000000000002 -0.028889999999999996 0.083370000000000014
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00025671963177148325 9.6040537568071392e-05 0.0002330673093441615 -0.00038408286137953676 0.00026145063025215834 -0.0001726476207038774 -0.00035082760437549736
leaf_weight=0.0010259328579667101 0.0011622214913453478 0.0010952459194828526 0.0011746221544585538 0.0012639364627191241 0.0010023971210007267 0.0010142145710366644
leaf_count=199 677 236 214 391 192 1212
internal_value=0 -4.21123e-05 -9.57652e-05 -1.9537e-05 -0.000131261 -0.00026226
internal_weight=0 0.00671264 0.00561739 0.00444277 0.00317883 0.00201661
internal_count=3121 2922 2686 2472 2081 1404
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=6
num_cat=0
split_feature=1 3 3 15 0
split_gain=1.03438e-05 2.28272e-05 5.31877e-05 2.46071e-05 1.69184e-05
threshold=0.077565000000000009 0.076840000000000006 -0.13309499999999996 -0.074054999999999996 0.12500000000000003
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-0.015327951565108919 -0.0079128762778975011 0.0037659854647256186 0.019888544843287798 -0.016430868020618536 0.0030262338186753217
leaf_weight=0.0010035931747337658 0.001172675385328492 0.0014324631923039017 0.0016654436322103977 0.0010420929035485061 0.0010052630166141317
leaf_count=1573 254 204 834 193 63
internal_value=0 0.00228061 0.00840134 -0.00473938 -0.00614323
internal_weight=0 0.00531268 0.00283812 0.00247456 0.00200886
internal_count=3121 1485 1088 397 1636
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=7
num_cat=0
split_feature=52 160 12 52 1 1
split_gain=2.59678e-05 2.62942e-05 2.77628e-05 3.65102e-05 2.41505e-05 4.99473e-05
threshold=0.11434500000000002 -0.027994999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11282000000000002 0.077565000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00032768493848637364 -0.00028815623480314809 -0.00030485549585994727 -0.00020739375674165127 -1.9762893817760528e-06 -8.4837130011559354e-05 0.00057976000877228836
leaf_weight=0.0010423360692726957 0.0010650152939933486 0.0010162171789310634 0.0014454431140031045 0.0011754525143878314 0.0010157545514615628 0.0010970133978667989
leaf_count=495 501 309 728 664 90 334
internal_value=0 4.11486e-05 -1.07946e-05 5.23341e-05 0.000166506 0.000278852
internal_weight=0 0.00679222 0.00574988 0.00473366 0.00328822 0.00227247
internal_count=3121 2620 2125 1816 1088 998
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=5
num_cat=0
split_feature=3 0 16 13
split_gain=9.30574e-06 2.01091e-05 4.05356e-05 2.80826e-05
threshold=-0.13927999999999999 -0.053834999999999994 -0.27167499999999994 -0.0087749999999999981
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0073643290611593824 -0.014578577567859375 -0.010178005947709717 0.021428379956117776 0.0010698174381274842
leaf_weight=0.0013809164944628867 0.0010539326661266864 0.0019168737380270947 0.0010468262186134345 0.0019207538751638475
leaf_count=303 285 361 1498 674
internal_value=0 -0.00174932 0.00226825 0.00825139
internal_weight=0 0.00593839 0.00402151 0.00296758
internal_count=3121 2818 2457 2172
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=6
num_cat=0
split_feature=147 15 52 52 2
split_gain=2.15342e-05 2.73052e-05 6.52248e-05 5.12993e-05 7.21612e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00038201934524588726 0.00025750756739697578 -0.000333588904417233 3.779010167381912e-05 0.00026950612127399527 -0.00054471206286842784
leaf_weight=0.0013731282941087282 0.0010521687524676126 0.0010565857497274386 0.0017888926799165658 0.0010484983421785196 0.0015060017694937444
leaf_count=618 183 1167 563 307 283
internal_value=0 -4.40067e-05 9.51687e-06 -0.000108247 -0.000228455
internal_weight=0 0.00677311 0.00571652 0.00434339 0.00329489
internal_count=3121 2938 1771 1153 846
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 16
split_gain=2.48546e-05 3.08246e-05 5.03497e-05 4.0221e-05 4.39438e-05 2.53668e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.020119999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00030704144952480082 -0.00027810804762137912 0.00055505067000081098 -0.00042041393609049962 -0.00025471302880130146 -0.00011196210152905241 0.00012277064203247579
leaf_weight=0.0013619172906803034 0.0010719861758212859 0.0010915337322072449 0.0010001075558451738 0.0011279760559461845 0.0012884980028731157 0.00100009924363918
leaf_count=190 501 959 329 216 330 596
internal_value=0 4.29063e-05 -2.24016e-05 6.5896e-05 0.000172886 0.000348359
internal_weight=0 0.00687013 0.00550821 0.00450811 0.00338013 0.00209163
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=6
num_cat=0
split_feature=0 12 3 43 4
split_gain=1.04643e-05 2.24651e-05 2.59998e-05 1.68819e-05 1.29937e-05
threshold=-0.060129999999999996 0.084100000000000022 0.11924500000000002 -0.074359999999999996 0.018150000000000003
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-2.8442855219871385e-05 0.013578524103215662 -0.014693142023566912 -0.011426620297493277 -0.0016464631451357026 0.015967946299040758
leaf_weight=0.0010180143659644903 0.0012176825876239455 0.0012187787340204636 0.001050584298538066 0.0018121256401524722 0.0010131839615363926
leaf_count=381 206 1785 157 367 225
internal_value=0 -0.00320023 0.00134496 0.00447247 0.00795073
internal_weight=0 0.00430056 0.00308178 0.00302981 0.0020312
internal_count=3121 2548 763 573 606
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=6
num_cat=0
split_feature=2 4 49 15 12
split_gain=2.56064e-05 3.02586e-05 3.51215e-05 4.33096e-05 6.60611e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 -0.006494999999999999 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00028651447239120957 -0.00035259642373919277 0.0002519063908137372 -0.00030914661181936746 0.00044475903645781634 -0.00015386742691813747
leaf_weight=0.001033988815306165 0.0015644976369834866 0.0011063920349884352 0.00126591879528608 0.0013343288176054556 0.0015117315625633536
leaf_count=199 480 236 782 153 1271
internal_value=0 -4.47355e-05 -0.000102553 -7.4188e-06 0.000126789
internal_weight=0 0.00678287 0.00567648 0.00411198 0.00284606
internal_count=3121 2922 2686 2206 1424
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=1.03259e-05 2.21314e-05 2.83205e-05 2.29691e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.015619284295148259 0.0076958421468724591 -0.011297192432387627 -0.012762680454591183 0.0047313557819850457
leaf_weight=0.0011305764634246557 0.0014007076747384883 0.00174867827257309 0.0013325609522408736 0.0017183029734919493
leaf_count=160 279 1443 730 509
internal_value=0 -0.00185047 0.00210015 -0.00290972
internal_weight=0 0.00593012 0.00418144 0.00305086
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=6
num_cat=0
split_feature=42 43 15 16 0
split_gain=9.66687e-06 2.10027e-05 2.51695e-05 4.53158e-05 2.4768e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.03241999999999999 -0.004174999999999999 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.009110921236469777 0.013673684669841108 -0.004652782793348533 -0.024745902796204321 0.0044135580896249062 0.013426795534573778
leaf_weight=0.0010093210886250332 0.0011464243630198469 0.001485617272353826 0.0010264275349965582 0.0011085538441698863 0.0015465261089853085
leaf_count=862 448 173 606 328 704
internal_value=0 0.00142887 -0.00128787 -0.00960533 0.0045686
internal_weight=0 0.00631355 0.00516712 0.00213498 0.00303214
internal_count=3121 2259 1811 934 877
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=6
num_cat=0
split_feature=457 15 1 15 16
split_gain=1.01972e-05 2.10625e-05 3.14566e-05 6.30702e-05 3.61356e-05
threshold=0.045365000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.055554999999999993 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01165258727588972 0.0092946010679565583 -0.014597239092551843 0.0068431394455263977 0.026179627889416635 -0.016629553242462489
leaf_weight=0.0014250053617285681 0.0010121387021991071 0.0010300830076555917 0.0016862457369900801 0.001084115646159645 0.001073319279045723
leaf_count=761 289 1167 283 305 316
internal_value=0 -0.00151922 0.00103767 0.00574245 -0.00228645
internal_weight=0 0.00629877 0.00526869 0.00384368 0.00275957
internal_count=3121 2832 1665 904 599
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=6
num_cat=0
split_feature=13 16 12 4 16
split_gain=2.28247e-05 4.60248e-05 3.43992e-05 6.17443e-05 3.11037e-05
threshold=0.11217000000000001 0.15891500000000003 0.084100000000000022 0.098655000000000007 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00049870175063153961 0.0001934336640278368 -0.00043367636943334652 -0.00023587072582866128 -0.00023057758208316873 5.4885873359295495e-05
leaf_weight=0.001345868446900658 0.0017436812777386701 0.0010553024263971339 0.0014997599062123884 0.0012964448101380008 0.0011060284696491284
leaf_count=226 217 438 1605 295 340
internal_value=0 -6.00387e-05 1.50934e-05 0.000115507 0.0002985
internal_weight=0 0.0063034 0.0052481 0.00374834 0.0024519
internal_count=3121 2904 2466 861 566
is_linear=0
shrinkage=0.00196078


Tree=9414
num_leaves=6
num_cat=0
split_feature=2 2 1 2 52
split_gain=2.02873e-05 2.55374e-05 2.10418e-05 4.24681e-05 4.24289e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.10587000000000001 0.10097500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00025102285079760814 -0.00029702501591115263 -0.00020641189053342393 0.00017513014275422076 -0.0003747330522371935 0.00032416224743482823
leaf_weight=0.0010448353832304674 0.0012386538196831678 0.0010801363155916702 0.0020006693068407196 0.001208493802595894 0.0012501392255508232
leaf_count=199 541 572 403 472 934
internal_value=0 -4.25048e-05 1.44076e-05 -7.64581e-05 7.82289e-05
internal_weight=0 0.00677809 0.00553944 0.00353877 0.00233028
internal_count=3121 2922 2381 1978 1506
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=5
num_cat=0
split_feature=12 4 2 16
split_gain=9.2068e-06 2.85611e-05 3.23007e-05 1.49053e-05
threshold=0.098810000000000023 -0.0016099999999999997 0.089885000000000007 -0.018494999999999998
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.018940840976446247 -0.0069302749426610804 -0.018266934969067408 0.0029972075153032371 0.0035927433854771014
leaf_weight=0.0010045279874322406 0.0015280154255482813 0.0011280517657184144 0.0019478992793949027 0.0017096582768447134
leaf_count=956 477 331 527 830
internal_value=0 0.00179636 -0.00480105 0.00927312
internal_weight=0 0.00579014 0.00307595 0.00271419
internal_count=3121 2644 858 1786
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=7
num_cat=0
split_feature=52 13 2 150 13 13
split_gain=2.32478e-05 2.70461e-05 4.39057e-05 4.25724e-05 4.89002e-05 2.86436e-05
threshold=0.11434500000000002 -0.15078499999999997 0.11215000000000001 0.086615000000000011 0.0076650000000000008 -0.0095349999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028577315175363208 -0.00026669435853592783 0.00013421317675318088 -0.00038906821117154174 -0.0002688947708268972 -0.00012521611418454229 0.0005912748435332203
leaf_weight=0.0013963761760011533 0.0010857000165481979 0.0010852804650383326 0.001010990670949413 0.0011217376664389642 0.0013175347226113366 0.0010250542414212355
leaf_count=190 501 1132 329 216 330 423
internal_value=0 4.18061e-05 -1.94588e-05 6.26739e-05 0.000171177 0.000356222
internal_weight=0 0.00695697 0.0055606 0.00454961 0.00342787 0.00211033
internal_count=3121 2620 2430 2101 1885 1555
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=7
num_cat=0
split_feature=2 4 4 2 15 0
split_gain=2.03003e-05 2.87342e-05 2.866e-05 4.22185e-05 3.37793e-05 1.99047e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 0.098655000000000007 0.10699500000000002 -0.028889999999999996 0.010870000000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00024678919377427855 0.00011660415733250581 0.00024276501976197944 -0.00037018298861625379 0.00027128405756122879 -0.00011131936647935719 -0.0004961720501493414
leaf_weight=0.0010624861995111026 0.001177712231858466 0.0011198912473199246 0.0011992246444453196 0.001286481967426738 0.0010571113800885426 0.0010106780618892837
leaf_count=199 671 236 214 403 1272 126
internal_value=0 -4.45011e-05 -0.000100633 -2.9307e-05 -0.000148458 -0.000299425
internal_weight=0 0.0068511 0.00573121 0.00453198 0.0032455 0.00206779
internal_count=3121 2922 2686 2472 2069 1398
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=6
num_cat=0
split_feature=13 16 12 0 4
split_gain=8.35161e-06 1.86246e-05 4.13032e-05 5.99197e-05 3.55072e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.10474999999999998 0.052250000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.011291549710694598 0.0064237090856651266 -0.012397050432186446 -0.014644127496601489 0.027353896762332769 -0.013775545278240984
leaf_weight=0.0010696413714229901 0.0015757257593866196 0.0012862086765616362 0.0011963951701731467 0.0010078403750566371 0.0011979291897083189
leaf_count=196 217 517 1566 446 179
internal_value=0 -0.0017925 0.00125765 0.00706603 -0.00195108
internal_weight=0 0.00575801 0.00447181 0.00327541 0.00226757
internal_count=3121 2904 2387 821 375
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=6
num_cat=0
split_feature=2 4 48 15 2
split_gain=1.93822e-05 3.12956e-05 2.31271e-05 6.63825e-05 3.77509e-05
threshold=-1.0000000180025095e-35 0.36766000000000004 0.083985000000000018 -0.016799999999999995 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00024712705732833526 -0.00060643688459145566 0.00026226741678394389 8.8020818973238836e-05 0.00014111457284487068 -0.00032586166764733243
leaf_weight=0.0010328381625871125 0.001046110396379361 0.0010941485522574105 0.0017412298296393498 0.0018219014675420703 0.0010486783053294698
leaf_count=199 642 236 502 1286 256
internal_value=0 -4.12915e-05 -9.99948e-05 -0.00018358 -2.94809e-05
internal_weight=0 0.00675207 0.00565792 0.00391669 0.00287058
internal_count=3121 2922 2686 2184 1542
is_linear=0
shrinkage=0.00196078


Tree=9420
num_leaves=6
num_cat=0
split_feature=4 42 0 2 15
split_gain=8.88252e-06 2.19258e-05 3.16135e-05 5.08512e-05 5.00643e-05
threshold=0.36766000000000004 0.086665000000000006 0.051010000000000007 0.084245000000000014 -0.036009999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.012273174955672657 0.0064509945260667447 -0.014504288670466287 0.016316707760671786 0.0017511752425272615 -0.028363433565524607
leaf_weight=0.0013030412697817291 0.0016426413071782362 0.0011101733943181275 0.0010580866908713425 0.0011561570100914725 0.0010565081963792573
leaf_count=437 328 1013 152 520 671
internal_value=0 -0.00189778 0.00116214 -0.00339878 -0.012628
internal_weight=0 0.00568397 0.00457379 0.00351571 0.00221267
internal_count=3121 2793 1780 1628 1191
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.07105e-05 1.99012e-05 2.0403e-05 3.09338e-05 3.21083e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0096000327208718515 -0.0091543151453384215 0.015815924941005848 0.0049596970800099317 0.013125831741969962 -0.018149736284322288
leaf_weight=0.0010072312958238757 0.0013706539608491705 0.0011990509255787258 0.0012781635257677257 0.0013207801090846399 0.0011352110882074044
leaf_count=862 828 482 588 180 181
internal_value=0 0.0015052 0.00446686 0.000822639 -0.00591059
internal_weight=0 0.00630386 0.00493321 0.00373415 0.00241337
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=7
num_cat=0
split_feature=52 16 52 3 2 15
split_gain=2.75122e-05 2.91683e-05 4.57691e-05 4.17196e-05 3.83699e-05 1.31183e-05
threshold=0.11434500000000002 0.0039400000000000008 -0.088204999999999992 -0.13309499999999996 0.084055000000000005 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00039989384493723646 -0.00029582456874835292 -8.1928283844728313e-05 0.00046256667506627201 0.00032207118319771383 -0.00026388250387158866 4.1942880322508384e-05
leaf_weight=0.0010052201606150389 0.0010462661251791809 0.0010715054119730212 0.0013305591338640321 0.0012871074366883409 0.0010420539079170974 0.0011175960069820673
leaf_count=141 501 511 201 556 319 892
internal_value=0 4.5541e-05 0.00021968 -4.84157e-05 5.40901e-05 -0.000105621
internal_weight=0 0.00685404 0.00240206 0.00445198 0.00344676 0.00215965
internal_count=3121 2620 712 1908 1767 1211
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=6
num_cat=0
split_feature=457 1 0 12 3
split_gain=8.75832e-06 1.97155e-05 3.48978e-05 3.11874e-05 1.61846e-05
threshold=0.045365000000000009 0.111945 -0.084044999999999995 0.091200000000000017 -0.10115999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=-0.01611031668383232 0.0086100996969630701 0.016919363720423766 0.011326606942634175 -0.0062530276522087258 -0.0058561611276946902
leaf_weight=0.0017768881874075434 0.0010127049401667402 0.0012208647839272199 0.0010976949294949122 0.0011078751951198178 0.0010949861681753912
leaf_count=1104 289 305 216 149 1058
internal_value=0 -0.0014094 -0.0056947 0.00589533 0.00274584
internal_weight=0 0.00629831 0.00396957 0.00232874 0.00219268
internal_count=3121 2832 2378 454 1274
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=7
num_cat=0
split_feature=2 16 4 2 0 43
split_gain=2.84071e-05 1.79005e-05 2.27782e-05 3.13841e-05 3.20956e-05 3.62567e-05
threshold=-1.0000000180025095e-35 -0.5009849999999999 0.098655000000000007 0.10774000000000002 -0.11437499999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0002940546799383267 0.00018919610156588624 0.00015470987792131466 -0.00032172420465515205 0.00023295268275740479 -3.337779304207535e-05 -0.00053992362932996454
leaf_weight=0.0010492776825668931 0.0010037751854707413 0.0010282938333522002 0.0013114877554189514 0.0012705214009152699 0.0011867077980199079 0.0010019414616676604
leaf_count=199 208 188 257 390 794 1085
internal_value=0 -5.25598e-05 -9.44068e-05 -2.79719e-05 -0.000131023 -0.000265269
internal_weight=0 0.00680273 0.00579895 0.00448746 0.00321694 0.00218865
internal_count=3121 2922 2714 2457 2067 1879
is_linear=0
shrinkage=0.00196078


Tree=9425
num_leaves=6
num_cat=0
split_feature=42 160 3 1 2
split_gain=9.05579e-06 1.69846e-05 2.01813e-05 5.32752e-05 6.21623e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.094385000000000011 0.10803500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0088194155344101712 -0.0084700561738154292 -0.0070250373003918898 -0.0056867321136252072 0.035780643827846619 0.0011381925805627104
leaf_weight=0.0010091509177154777 0.0013691169847489812 0.0012222621273880962 0.0016379729063158988 0.0010351427456251536 0.0010367639857231986
leaf_count=862 828 187 755 283 206
internal_value=0 0.00138392 0.0041193 0.00779093 0.0184459
internal_weight=0 0.00630126 0.00493214 0.00370988 0.00207191
internal_count=3121 2259 1431 1244 489
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=6
num_cat=0
split_feature=160 16 16 0 2
split_gain=9.9429e-06 3.99507e-05 3.53285e-05 3.33145e-05 3.05236e-05
threshold=-0.063384999999999983 -0.056919999999999991 0.23311500000000004 -0.15599999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.0077779066700427854 -0.0074965700158481034 -0.023260256151975935 0.0012029316155499599 0.0015211548044093718 0.02495698103758234
leaf_weight=0.0013359781951635475 0.0013525860846616299 0.0012642451577195859 0.0011074644794400656 0.0011985965672047696 0.0010361824909311389
leaf_count=799 146 564 389 335 888
internal_value=0 -0.00176722 -0.0118372 0.00489035 0.0123875
internal_weight=0 0.00595907 0.00237171 0.00358737 0.00223478
internal_count=3121 2322 953 1369 1223
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=7
num_cat=0
split_feature=2 42 13 2 2 4
split_gain=1.71301e-05 2.76916e-05 3.71073e-05 4.48354e-05 5.06258e-05 6.28063e-06
threshold=-1.0000000180025095e-35 0.092620000000000022 0.10820000000000002 0.089885000000000007 0.10613000000000002 0.08184000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.00022808799630212156 -0.00036460745430481965 -0.00033171531028713247 0.00035256512199617618 0.00033181613877977643 -3.5482227847426016e-05 -0.00025280458299482996
leaf_weight=0.0010596830632628616 0.0013346250208614496 0.0010574391079148631 0.0010220207875390151 0.0014919431981094927 0.0010316399287155799 0.0010136173856185504
leaf_count=199 1191 597 176 509 267 182
internal_value=0 -3.95402e-05 1.28801e-05 -5.83796e-05 5.71635e-05 -0.000143186
internal_weight=0 0.00695129 0.00589385 0.00487183 0.0035372 0.00204526
internal_count=3121 2922 2325 2149 958 449
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=1.87773e-05 2.47751e-05 2.66565e-05 5.12505e-05 6.07726e-05 5.00347e-05
threshold=0.11434500000000002 -0.15078499999999997 0.097915000000000016 0.086615000000000011 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00027916292844837185 -0.00024733278547314341 0.00065863307596548731 -0.00030227426422108956 -0.00033179177025495016 -0.00020718929696459255 5.9284696639960579e-05
leaf_weight=0.0013155512312188417 0.0010215914370435564 0.0010779163950620043 0.0010438310271539304 0.0010383493126987476 0.0010937604122350339 0.0010642326622590198
leaf_count=190 501 491 136 233 907 663
internal_value=0 3.82358e-05 -2.1363e-05 4.72393e-05 0.000168864 0.000360873
internal_weight=0 0.00663364 0.00531809 0.00427426 0.00323591 0.00214215
internal_count=3121 2620 2430 2294 2061 1154
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=5
num_cat=0
split_feature=16 3 1 13
split_gain=9.2769e-06 3.22744e-05 3.75026e-05 3.0646e-05
threshold=0.0039400000000000008 -0.13309499999999996 0.10557500000000002 0.038215000000000006
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.018448638334025168 -0.0038506008935861725 -0.0077503792199074151 0.012490057955067663 0.018417382997247676
leaf_weight=0.0010164058581909746 0.0015973142070806591 0.0019642243785686049 0.0017144319800757781 0.0010080795372557981
leaf_count=172 640 1755 366 188
internal_value=0 -0.00267546 0.00168264 0.00476533
internal_weight=0 0.00469506 0.00367866 0.00260539
internal_count=3121 2293 2121 828
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=6
num_cat=0
split_feature=13 3 48 42 0
split_gain=9.38765e-06 2.87918e-05 3.47712e-05 4.51795e-05 2.76249e-05
threshold=-0.15078499999999997 0.10893000000000001 0.083985000000000018 0.075730000000000006 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074884608614580288 -0.0052630602083270726 -0.016680152298234784 0.016468772177453832 -0.018048067728272745 0.016348979252354477
leaf_weight=0.0013561614402739369 0.0012446237428304346 0.0010588080982921154 0.0011786695624942754 0.0013248049908290019 0.001126968699973965
leaf_count=230 867 111 467 1253 193
internal_value=0 -0.0017334 0.00151287 -0.00325612 0.00500687
internal_weight=0 0.00593388 0.00487507 0.0036964 0.00237159
internal_count=3121 2891 2780 2313 1060
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=6
num_cat=0
split_feature=484 51 4 0 16
split_gain=3.20485e-05 2.59212e-05 2.232e-05 4.15513e-05 4.11783e-05
threshold=0.073690000000000019 0.081440000000000026 0.27834500000000006 -0.11756999999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00052057452177376189 0.00032398371392713303 0.00018670053053590257 0.0001012526821943403 0.00023190686615779743 -0.00023748163769719071
leaf_weight=0.0010444874071165937 0.0010117365135328986 0.0014266631437846004 0.0014383129879383567 0.0011217812748123006 0.0019990709004420364
leaf_count=201 394 433 256 923 914
internal_value=0 -4.92632e-05 -0.000109338 -0.000182057 -6.87613e-05
internal_weight=0 0.00703032 0.00560365 0.00416534 0.00312085
internal_count=3121 2727 2294 2038 1837
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=9.93949e-06 2.5697e-05 5.44288e-05 1.71687e-05 1.55561e-05
threshold=0.098810000000000023 -0.088204999999999992 -0.0016099999999999997 0.10005000000000001 0.084240000000000023
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.012386891021260109 -0.0071968400359816095 0.025595241038760586 -0.01347007515748363 0.0027343607019630072 0.0083188037653732436
leaf_weight=0.0010354692266568337 0.0015249599260004527 0.0010581949429130724 0.0011838991463991031 0.0014603507812154658 0.0010270086525502788
leaf_count=554 477 716 404 325 645
internal_value=0 0.00188171 0.00500568 -0.00452078 0.0170862
internal_weight=0 0.00576492 0.00472945 0.00264425 0.0020852
internal_count=3121 2644 2090 729 1361
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=7
num_cat=0
split_feature=2 2 150 43 43 15
split_gain=1.51832e-05 2.82349e-05 2.2287e-05 3.13795e-05 3.18473e-05 4.45734e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.081835000000000019 0.05259500000000001 -0.084004999999999982 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.00021424579612072903 -0.00031203740344795422 0.00012249327418947399 0.0002498972688717047 0.00025432858321612704 -1.4329871500580863e-05 -0.00057871724187589081
leaf_weight=0.0010170833594839125 0.0012253041397829951 0.0011454055177171673 0.0012282187404171778 0.0010023493251336271 0.0011342140270826167 0.001023464033888912
leaf_count=199 541 493 317 319 415 837
internal_value=0 -4.27183e-05 1.69164e-05 -4.95464e-05 -0.00014176 -0.000282039
internal_weight=0 0.00675896 0.00553365 0.00430543 0.00330308 0.00215768
internal_count=3121 2922 2381 2064 1745 1252
is_linear=0
shrinkage=0.00196078


Tree=9434
num_leaves=6
num_cat=0
split_feature=42 16 16 49 3
split_gain=9.78228e-06 1.93148e-05 4.10301e-05 2.73824e-05 2.94326e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 -0.043469999999999995 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0091700507009285417 0.0097729575470545896 0.020980902202003368 -0.0052149195219021154 -0.021535793022264885 -0.00012646843154836919
leaf_weight=0.0010074615435605701 0.0011830778520327068 0.0012552679433776852 0.0011417610684119944 0.0010523465572982566 0.0016472792033034472
leaf_count=862 248 498 380 606 527
internal_value=0 0.00144484 0.00850322 -0.00291273 -0.00847208
internal_weight=0 0.00627973 0.00239703 0.0038827 0.00269963
internal_count=3121 2259 878 1381 1133
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=6
num_cat=0
split_feature=52 13 1 15 1
split_gain=3.11338e-05 3.60188e-05 2.12125e-05 5.22591e-05 1.68509e-05
threshold=0.11434500000000002 -0.084034999999999985 0.11181500000000001 -0.022504999999999997 0.090475000000000014
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=9.36226638430998e-05 -0.00030287784045274837 0.0003105793068534494 -0.00020559985283355239 -0.00019603639940572767 0.00044390160066228566
leaf_weight=0.0010680845386088315 0.0010957627448078466 0.0015792593632178767 0.0018447035558358305 0.0015522727448593074 0.0010442795459519802
leaf_count=545 501 611 250 983 231
internal_value=0 5.22623e-05 -3.88019e-05 5.94544e-05 0.000266788
internal_weight=0 0.0070886 0.00497624 0.00313153 0.00211236
internal_count=3121 2620 1844 1594 776
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=8.8413e-06 2.33328e-05 4.25172e-05 3.99054e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0072172095465643099 0.0081725026698166794 0.010529932499935168 -0.020671523394693542 -0.013433087061813939
leaf_weight=0.001372017142411564 0.0017064832191408582 0.0017562241680465487 0.001306500518321878 0.0011499973375654607
leaf_count=303 843 365 1422 188
internal_value=0 -0.00169215 -0.00568812 0.00104772
internal_weight=0 0.00591921 0.00421272 0.00290622
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.56004e-05 4.04714e-05 3.58772e-05 4.67633e-05 1.78744e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.6352011621082166e-05 -0.00029190736172055184 0.00028208445396412469 -0.00031233350045969569 0.00040199895717351675 -0.0002617711214995957
leaf_weight=0.0013247998865310155 0.0010544660134500974 0.0018753941657210236 0.0014768091931049816 0.0010365447215121867 0.0012317442869174567
leaf_count=576 501 558 310 248 928
internal_value=0 3.59842e-05 -5.50502e-05 5.06968e-05 -9.17379e-05
internal_weight=0 0.00694529 0.0050699 0.00359309 0.00255654
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=5
num_cat=0
split_feature=4 4 4 16
split_gain=1.00618e-05 2.03482e-05 2.67889e-05 3.40134e-05
threshold=0.27834500000000006 0.098655000000000007 0.0061450000000000003 0.013515000000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.01383514710817583 0.006844878865947113 -0.014086323306996773 0.013951489431529268 0.0063335953226912383
leaf_weight=0.0016478333770933 0.0016512961779503836 0.0011216297008421585 0.0011749103675932067 0.00169756779615289
leaf_count=1667 340 207 340 567
internal_value=0 -0.00203019 0.000961314 -0.00360086
internal_weight=0 0.00564194 0.00452031 0.0033454
internal_count=3121 2781 2574 2234
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=9.21528e-06 2.41424e-05 3.49328e-05 2.17863e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.005813168007571954 0.01492198073901338 0.015226159274075467 -0.014709462607701311 -0.002735555484371802
leaf_weight=0.0019936215781230235 0.0012342008056572234 0.0011164612892446118 0.0013296682918789659 0.0016106204526340404
leaf_count=1636 469 532 228 256
internal_value=0 0.00216435 -0.00132901 0.00492501
internal_weight=0 0.00529095 0.00417449 0.00284482
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=8.0746e-06 2.37171e-05 2.1714e-05 1.738e-05
threshold=0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00776434317638 -0.0083525130700697666 0.006621664856651565 0.016473898400477912 -0.0091010977795070967
leaf_weight=0.0019726765492356496 0.0010020426332511493 0.0019276303576528323 0.0012669640978120256 0.0011067021015020613
leaf_count=576 630 1275 239 401
internal_value=0 0.00131451 0.00547829 0.000887153
internal_weight=0 0.00627397 0.0043013 0.00303433
internal_count=3121 2491 1915 1676
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=6
num_cat=0
split_feature=4 16 12 1 3
split_gain=8.4134e-06 2.54895e-05 3.415e-05 6.02622e-05 1.90165e-05
threshold=0.24564500000000003 -0.094359999999999986 0.051320000000000005 0.094385000000000011 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015290362487053472 0.01483807769839676 -0.0061696956185619753 -0.0093798412028877204 0.026713920000295172 -0.0036021954366064475
leaf_weight=0.0011598235515066532 0.0010562711851155983 0.0011583297634990654 0.0016323594310473453 0.001074036676181388 0.001188461822440751
leaf_count=393 93 195 1858 249 333
internal_value=0 -0.0022888 0.00161303 0.00965128 0.00507497
internal_weight=0 0.00502455 0.00386473 0.00223237 0.00224473
internal_count=3121 2695 2302 444 426
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=5
num_cat=0
split_feature=49 15 15 12
split_gain=8.31546e-06 2.16129e-05 3.50531e-05 3.47189e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.24436499999999997 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0062302940335988675 0.0066989045057581388 0.015698689795405448 -0.016578876357740076 -0.0065180414991304475
leaf_weight=0.0016489029566752857 0.0010186782628490889 0.0013751216682260153 0.0017725875786341919 0.0014399950143498758
leaf_count=425 253 200 860 1383
internal_value=0 -0.00184822 -0.0080836 0.00433434
internal_weight=0 0.00560638 0.00279127 0.00281512
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.9514e-05 3.16875e-05 3.47678e-05 3.92301e-05 2.55846e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00011896403162041903 -0.00025309104602550404 0.00026060118799621002 -0.0003048864429034139 0.00038730164687645729 -0.00028592925704070364
leaf_weight=0.0012610064509727631 0.0010167823565782001 0.0018001894845214523 0.0013973087255251138 0.0010067365406945623 0.0011446536373509607
leaf_count=569 501 558 310 275 908
internal_value=0 3.86914e-05 -4.43656e-05 6.23126e-05 -7.3691e-05
internal_weight=0 0.00660989 0.00480971 0.0034124 0.00240566
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.86429e-05 3.64953e-05 3.40477e-05 4.27994e-05 1.80617e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093575000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.9779078147765951e-05 -0.00030331254141898779 0.00027558955504974864 -0.00029689477166014477 0.00039785166745550532 -0.00025154738271862737
leaf_weight=0.0013304961426988846 0.0010633807265850405 0.0018778859443986506 0.0014607218627260667 0.0010200432288430591 0.0012058858308973336
leaf_count=576 501 558 310 248 928
internal_value=0 4.24188e-05 -4.48555e-05 5.8664e-05 -7.77453e-05
internal_weight=0 0.00689503 0.00501715 0.00355643 0.00253638
internal_count=3121 2620 2062 1752 1504
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.42422e-05 2.81094e-05 3.38133e-05 3.60287e-05 2.26641e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.093100000000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00010622745582152509 -0.00022000553758237538 0.00023430237508553924 -0.00030564235238487813 0.00036768361317876671 -0.00026904497437089573
leaf_weight=0.0012962832910572329 0.0010289796788392628 0.001839810062048532 0.001414324173115853 0.0010018890024397244 0.0011837672807561781
leaf_count=572 501 558 310 261 919
internal_value=0 2.767e-05 -4.99738e-05 5.38758e-05 -7.2896e-05
internal_weight=0 0.00673607 0.00489626 0.00348194 0.00248005
internal_count=3121 2620 2062 1752 1491
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=6
num_cat=0
split_feature=51 49 3 4 0
split_gain=8.05559e-06 2.19991e-05 4.04836e-05 5.2362e-05 1.56927e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0075515242427999733 0.012033674289244237 -0.017917882347042242 0.0044367013824641536 0.021467248602082125 -0.012182002794750693
leaf_weight=0.0011878262803163148 0.0014851442858091887 0.0011819878500237717 0.00100106235506793 0.0011043689848398834 0.0013140694515864828
leaf_count=537 358 204 786 267 969
internal_value=0 0.00145141 -0.00196405 0.00355057 -0.00499608
internal_weight=0 0.00608663 0.00460149 0.0034195 0.00231513
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=6
num_cat=0
split_feature=13 3 48 42 4
split_gain=9.18942e-06 2.88762e-05 2.75668e-05 3.31274e-05 2.95417e-05
threshold=-0.15078499999999997 0.10893000000000001 0.083985000000000018 0.075730000000000006 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.007419322988559296 -0.0080823222643419002 -0.016709659254617808 0.014887298063120308 -0.015352993692433235 0.014457347172483981
leaf_weight=0.0013524261202563182 0.0010493121896370929 0.0010554002972047484 0.0011734975275049936 0.0013264060166558946 0.0013042527467298081
leaf_count=230 829 111 467 1253 231
internal_value=0 -0.00171849 0.00154138 -0.00271446 0.00440827
internal_weight=0 0.00590887 0.00485347 0.00367997 0.00235356
internal_count=3121 2891 2780 2313 1060
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=6
num_cat=0
split_feature=43 3 13 52 4
split_gain=9.62572e-06 2.82676e-05 1.83081e-05 2.54296e-05 5.23624e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.10664 -0.0064899999999999992 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0040710240382515923 0.0070670393459535243 0.01780610422686342 -0.018363326285669394 0.01621190284833128 -0.014422593943436913
leaf_weight=0.001404880588753405 0.0013938305908910639 0.0010190255071780114 0.0011867047086424136 0.0010374177118205867 0.0012072470089031838
leaf_count=960 259 495 401 833 173
internal_value=0 0.00512626 -0.00259776 -0.00652362 -0.000264235
internal_weight=0 0.00242391 0.0048252 0.00343137 0.00224466
internal_count=3121 1455 1666 1407 1006
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=6
num_cat=0
split_feature=484 42 43 49 3
split_gain=2.75471e-05 1.91707e-05 4.70741e-05 2.89185e-05 5.53645e-05
threshold=0.044540000000000003 0.083865000000000009 -1.0000000180025095e-35 -0.00064499999999999985 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00047347552198007695 0.00030099148580392608 0.00012860988072671 -0.00021638121053056783 0.00045865708837682833 -0.00014030422498869028
leaf_weight=0.0010724556654234602 0.0010001778320057201 0.0017636112174724342 0.0015849090373593632 0.0010643459127311684 0.0013407190525179724
leaf_count=783 435 1194 172 364 173
internal_value=0 -4.74429e-05 -0.000108775 -1.07478e-05 0.000124762
internal_weight=0 0.00682604 0.00506243 0.00398997 0.00240506
internal_count=3121 2686 1492 709 537
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.82503e-05 2.54265e-05 3.75445e-05 3.60083e-05 3.1016e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00015634121053273537 -0.00024511581622567051 0.00023684424425719308 -0.00030917535099754236 0.00038542671559481595 -0.00029003382493001447
leaf_weight=0.001252233085019237 0.0010183381862167041 0.0017832927191069993 0.0013882056258038358 0.0010030661536318194 0.0011463373729261356
leaf_count=569 501 558 310 275 908
internal_value=0 3.69795e-05 -3.74316e-05 7.34668e-05 -5.69927e-05
internal_weight=0 0.00657313 0.00478984 0.00340164 0.00239857
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=6
num_cat=0
split_feature=12 160 4 0 52
split_gain=8.25294e-06 3.55538e-05 3.63974e-05 7.013e-05 4.36561e-05
threshold=-0.029094999999999999 -1.0000000180025095e-35 0.053180000000000012 -0.11756999999999999 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0081454731157395276 -0.013051764783748566 -0.01567833846108397 -0.0052615171836697021 0.030003543163399156 0.010440470473416168
leaf_weight=0.0010655326880993658 0.001337514539037285 0.0013007613559753866 0.0010051124396045731 0.0012846879385139697 0.0012596544755876205
leaf_count=399 872 878 126 220 626
internal_value=0 0.00138297 0.00536355 0.0145239 -0.0028286
internal_weight=0 0.00618773 0.00485022 0.0022898 0.00256042
internal_count=3121 2722 1850 346 1504
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=5
num_cat=0
split_feature=160 16 16 0
split_gain=9.95475e-06 4.173e-05 3.31462e-05 2.73073e-05
threshold=-0.063384999999999983 -0.056919999999999991 0.23311500000000004 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.0078181835709993323 -0.0034140494801882986 -0.02317764530277433 0.00059476948652827447 0.014130050959905979
leaf_weight=0.0013256745474167775 0.0018336827004269379 0.0012572889041502508 0.0010993939040230736 0.0017187943582932129
leaf_count=799 282 564 389 1087
internal_value=0 -0.00177026 -0.0120878 0.00507431
internal_weight=0 0.00590916 0.00235668 0.00355248
internal_count=3121 2322 953 1369
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=5
num_cat=0
split_feature=12 2 12 1
split_gain=1.03277e-05 2.77113e-05 5.58708e-05 3.65258e-05
threshold=0.098810000000000023 0.086590000000000014 0.082480000000000012 0.10587000000000001
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0083140151541281453 -0.0073743173005735869 -0.01187527557526414 0.026359930322575199 0.010736832206239806
leaf_weight=0.0018064362364124068 0.0015079270772533392 0.0014316758321574051 0.0010523603776663804 0.0014257817471149635
leaf_count=1143 477 294 896 311
internal_value=0 0.00192928 0.00666194 -0.000592543
internal_weight=0 0.00571625 0.00390982 0.00285746
internal_count=3121 2644 1501 605
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=9.78165e-06 2.87798e-05 2.15904e-05 3.83245e-05 1.01428e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 0.083995000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.016693513596168295 -0.012696426189656124 -0.0062010935042929975 0.0030802925756813343 -0.011277524343990696 0.016739118872907893
leaf_weight=0.0011282939709243126 0.0014580399372711383 0.001069522236460257 0.0010694027489450907 0.0013806723243003469 0.0011058586520755274
leaf_count=516 367 437 581 316 904
internal_value=0 0.00555232 -0.00244861 0.0017533 0.0100242
internal_weight=0 0.00219782 0.00501397 0.00355593 0.00217526
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=5
num_cat=0
split_feature=2 3 43 0
split_gain=8.00306e-06 2.46677e-05 1.44971e-05 2.76252e-05
threshold=0.099185000000000009 0.12178000000000001 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=0.0045555503568686312 0.010806963072834217 -0.0073862866917818355 0.0026820962980944087 -0.018423092010735723
leaf_weight=0.0015765556984616582 0.0019291460014032413 0.0012144025791415536 0.0012598693947688338 0.0012214993162621493
leaf_count=936 745 174 224 1042
internal_value=0 0.00377862 -0.00294304 -0.00770732
internal_weight=0 0.00314355 0.00405792 0.00248137
internal_count=3121 919 2202 1266
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=6
num_cat=0
split_feature=16 13 151 1 16
split_gain=8.27167e-06 2.58163e-05 3.22421e-05 4.52112e-05 1.94416e-05
threshold=0.0039400000000000008 0.030370000000000005 -0.0083949999999999979 0.10752500000000002 0.26799500000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013155498877994193 0.011958907623550639 -0.016228348267587671 -0.0037659154224320168 0.023396412189142051 -0.0056621392846159064
leaf_weight=0.0010521898842483996 0.0014875019097304934 0.001061034620245462 0.0014522530531254829 0.0010601134057397267 0.0010812763934651105
leaf_count=377 469 288 1381 247 359
internal_value=0 -0.00253527 0.00154064 0.00769545 0.00454168
internal_weight=0 0.00462559 0.00356456 0.00251237 0.00256878
internal_count=3121 2293 2005 1628 828
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=6
num_cat=0
split_feature=52 12 12 4 3
split_gain=2.35967e-05 5.02075e-05 2.85856e-05 5.37499e-05 2.85091e-05
threshold=0.11434500000000002 0.095110000000000014 0.079890000000000017 0.08184000000000001 0.048265000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00042865698007007601 -0.00026499702115788561 0.00032369780980893 -0.00030966674757544409 -0.00028604217834040513 3.1894776056206978e-06
leaf_weight=0.0011512718827100974 0.0010735796838157851 0.0018499050805095354 0.0012609689868239527 0.0013253703707664681 0.0012772450163893523
leaf_count=238 501 558 1346 276 202
internal_value=0 4.76044e-05 -5.42423e-05 3.15573e-05 0.000204888
internal_weight=0 0.00686476 0.00501486 0.00375389 0.00242852
internal_count=3121 2620 2062 716 440
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=6
num_cat=0
split_feature=457 52 3 12 0
split_gain=9.1726e-06 1.92593e-05 3.03381e-05 5.69717e-05 2.08212e-05
threshold=0.045365000000000009 -0.081934999999999994 0.090900000000000009 0.09334000000000002 -0.073574999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0092236576936772282 0.0088715651182088243 0.0014659268016535558 -0.015518611491205021 -0.016174543659755538 0.021623835587224458
leaf_weight=0.0013301990498794641 0.0010025906663553357 0.0010467348191023338 0.001622292774786972 0.0011897134485477513 0.0010037902337814743
leaf_count=656 289 1204 211 577 184
internal_value=0 -0.00143867 -0.00435546 0.0012336 0.0113338
internal_weight=0 0.00619273 0.00486253 0.00324024 0.00205053
internal_count=3121 2832 2176 1965 1388
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=6
num_cat=0
split_feature=4 4 2 52 1
split_gain=1.04198e-05 2.07341e-05 2.96675e-05 3.05248e-05 1.66573e-05
threshold=0.27834500000000006 0.098655000000000007 0.11093500000000002 0.089325000000000015 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.011321977580055147 0.0070645618180208329 -0.014324612608594687 0.015425411401625594 -0.017955370801904218 -0.0055202914929288914
leaf_weight=0.001143480265865035 0.0016169539064420499 0.0011040332123671455 0.0010783277256849978 0.0010324185122097549 0.0012071350595835701
leaf_count=1054 340 207 327 563 630
internal_value=0 -0.00205483 0.000981519 -0.00362241 0.0026728
internal_weight=0 0.00556539 0.00446136 0.00338303 0.00235062
internal_count=3121 2781 2574 2247 1684
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=6
num_cat=0
split_feature=51 160 43 2 3
split_gain=9.31311e-06 2.6501e-05 2.21444e-05 2.9102e-05 5.73436e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.015742106259194127 -0.0087539657967433456 0.011613223450988256 -0.010759219513468124 -0.016691656815079892 0.019195087800332848
leaf_weight=0.0010747893039599558 0.0010395834442948285 0.0010204064530012092 0.0015974026098262888 0.0013745950645590492 0.0010653117221579708
leaf_count=651 409 188 1307 412 154
internal_value=0 0.00148183 -0.00154855 -0.00487511 0.00122505
internal_weight=0 0.00613251 0.00505772 0.00403731 0.00266271
internal_count=3121 2712 2061 1873 1461
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=6
num_cat=0
split_feature=52 12 1 1 3
split_gain=2.3952e-05 4.64059e-05 4.30966e-05 3.16389e-05 9.48612e-08
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00016843843954571035 -0.00028396806621252852 0.00030728746934656075 -0.00034981213941201629 0.00020272971957513501 0.00022968904334258594
leaf_weight=0.0013926817266347955 0.0010094634242950266 0.001815966568020886 0.0014029950218188607 0.0010044083014412518 0.001002791665160352
leaf_count=1094 501 558 310 515 143
internal_value=0 4.02807e-05 -6.06745e-05 5.8641e-05 0.000216199
internal_weight=0 0.00661884 0.00480288 0.00339988 0.0020072
internal_count=3121 2620 2062 1752 658
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=4 16 12 1 3
split_gain=1.03106e-05 2.29951e-05 2.68872e-05 4.62938e-05 1.68536e-05
threshold=0.24564500000000003 -0.094359999999999986 0.051320000000000005 0.094385000000000011 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014965931237468245 0.014999655406924123 -0.0054361752162925556 -0.0085797761218957529 0.023641278251627096 -0.0025101508850498863
leaf_weight=0.0011445428437084895 0.0010328574691107987 0.0011501380644865094 0.0016192619502467193 0.0010450267813347286 0.0011751245104923676
leaf_count=393 93 195 1858 249 333
internal_value=0 -0.00253453 0.0011956 0.00840639 0.00568065
internal_weight=0 0.00495897 0.00381443 0.00219516 0.00220798
internal_count=3121 2695 2302 444 426
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.87961e-05 4.48247e-05 3.99076e-05 3.36035e-05 2.73325e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00012893623253312908 -0.00024637693552170202 0.00030330060570439652 -0.00033728397407239801 0.0003563429293382633 -0.00028636442686338773
leaf_weight=0.0012740885540344449 0.0010247555685029674 0.0017986702027373092 0.0014075208561115183 0.001004855919268105 0.0011676559987918703
leaf_count=569 501 558 310 275 908
internal_value=0 3.88976e-05 -5.90756e-05 5.45391e-05 -6.96629e-05
internal_weight=0 0.00665279 0.00485412 0.0034466 0.00244174
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=6
num_cat=0
split_feature=51 49 3 4 4
split_gain=9.24558e-06 1.99884e-05 3.67578e-05 5.43777e-05 1.86203e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008118732757881374 0.011733287110544027 -0.017071144098165566 0.0033984376724898891 0.021999750817724165 -0.014696652288080723
leaf_weight=0.0011733926659836958 0.0014666685976037607 0.0011577181346633597 0.0011987824291103311 0.0010862304177759689 0.001081909000392097
leaf_count=537 358 204 593 267 1162
internal_value=0 0.00158824 -0.0017003 0.00358498 -0.00518547
internal_weight=0 0.00599131 0.00452464 0.00336692 0.00228069
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=6
num_cat=0
split_feature=13 3 48 42 0
split_gain=9.19272e-06 2.5534e-05 2.51915e-05 2.8963e-05 3.05068e-05
threshold=-0.15078499999999997 0.10893000000000001 0.083985000000000018 0.075730000000000006 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074931858420124375 -0.0069386612212141725 -0.015915100474082636 0.014164236624833786 -0.014662729401943606 0.016071600457868415
leaf_weight=0.0013319249579800112 0.0012145579475430336 0.0010401565174537712 0.0011646411902387029 0.0013040179013212305 0.0010962006982445521
leaf_count=230 867 111 467 1253 193
internal_value=0 -0.0017163 0.00137383 -0.0027471 0.00397718
internal_weight=0 0.00581957 0.00477942 0.00361478 0.00231076
internal_count=3121 2891 2780 2313 1060
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=6
num_cat=0
split_feature=150 151 4 1 13
split_gain=8.68529e-06 2.00673e-05 6.26207e-05 3.39539e-05 1.60078e-05
threshold=0.10605000000000002 -0.0096649999999999982 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01130538213961315 -0.0085412182275123993 -0.0033852608412556309 0.023395307735175702 -0.013307119125532544 0.013682449538502246
leaf_weight=0.0010300871912939666 0.0010206058120618621 0.0010287550697844435 0.0012543342254417323 0.0016267535307316625 0.0011796209818223436
leaf_count=444 182 826 319 678 672
internal_value=0 0.00142332 0.00399956 -0.00234409 0.00573159
internal_weight=0 0.00611955 0.00508946 0.00383513 0.00220838
internal_count=3121 2939 2495 2176 1498
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=8.80797e-06 2.7677e-05 3.56277e-05 4.31091e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11039500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0067479047651049732 0.0079614143505019521 -0.015990845071946376 0.01295217412491146 -0.016837515465977063
leaf_weight=0.0015817906319512999 0.0011628700005565668 0.0010858959494267359 0.0017768505970696359 0.0015193231387880682
leaf_count=790 553 458 1050 270
internal_value=0 -0.00155238 0.0016618 -0.00480726
internal_weight=0 0.00596386 0.00487796 0.00310111
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.52951e-05 3.71825e-05 3.18774e-05 3.71399e-05 2.2057e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009 0.0067750000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00018495043245253458 -0.00028593500763532544 0.00027956164832524191 -0.00029449421963862902 1.6870628523558885e-05 0.00042388675280885941
leaf_weight=0.0014635486286962568 0.0010422136464805169 0.001846019096525227 0.001420666926675529 0.001005671164998423 0.0010425820975755577
leaf_count=1094 501 558 310 527 131
internal_value=0 4.21801e-05 -4.6662e-05 5.35962e-05 0.000224046
internal_weight=0 0.00677849 0.00493247 0.0035118 0.00204825
internal_count=3121 2620 2062 1752 658
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=6
num_cat=0
split_feature=147 151 4 43 0
split_gain=1.92498e-05 4.21043e-05 5.16245e-05 4.87367e-05 6.222e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.05259500000000001 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00039598059568040993 0.00024845168814323425 3.1054549040982523e-05 0.00036248551292078241 0.00029403141388430047 -0.00051519276382279292
leaf_weight=0.0010626161785119576 0.0010442421444641871 0.0019709793126658033 0.0013606946760620544 0.0010468861270005901 0.00135136852678282
leaf_count=412 183 1547 316 344 319
internal_value=0 -3.75019e-05 2.8978e-05 -7.4885e-05 -0.000191132
internal_weight=0 0.00679254 0.00572993 0.00436923 0.00332235
internal_count=3121 2938 2526 2210 1866
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=6
num_cat=0
split_feature=13 2 48 2 13
split_gain=9.05204e-06 2.09034e-05 3.73224e-05 1.94397e-05 1.69099e-05
threshold=-0.15078499999999997 0.11215000000000001 0.083985000000000018 0.084245000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0074389598446829913 0.01078577710605829 -0.012829330279963852 0.017780023453848416 -0.013301311743643202 -0.0069994640554930211
leaf_weight=0.001330551140125826 0.001115131314694313 0.0013086893143448783 0.0010755644625072515 0.0012841160624270367 0.0010268720555052671
leaf_count=230 656 422 400 1273 140
internal_value=0 -0.00170496 0.00152901 -0.00357268 0.00225957
internal_weight=0 0.00581037 0.00450168 0.00342612 0.002142
internal_count=3121 2891 2469 2069 796
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=6
num_cat=0
split_feature=147 151 4 43 43
split_gain=1.97559e-05 2.3753e-05 4.43305e-05 3.79449e-05 4.36538e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.05259500000000001 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00031273261641109472 0.00025715332188810773 3.8285389003454804e-05 0.00033081806089019212 0.00024428854276750835 -0.00042071657424386368
leaf_weight=0.0010178587046540026 0.0010098692597566607 0.0016037983974836775 0.0012934284551736038 0.0010232534963492599 0.0015828324007680404
leaf_count=412 183 767 316 344 1099
internal_value=0 -3.7567e-05 1.33259e-05 -8.42191e-05 -0.000189706
internal_weight=0 0.00652117 0.00550331 0.00420988 0.00318663
internal_count=3121 2938 2526 2210 1866
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=9.65988e-06 1.6359e-05 2.7971e-05 2.78822e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.015261770808257131 0.0076195500876630046 -0.010047387221180926 -0.014407462845110366 0.0050650085756690066
leaf_weight=0.001102065129995704 0.0013495180591919934 0.0016920119754147128 0.00129749225117542 0.0016971919100444461
leaf_count=160 279 1443 730 509
internal_value=0 -0.00177553 0.00164086 -0.00337173
internal_weight=0 0.00578876 0.00409675 0.00299468
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=8.44628e-06 2.02758e-05 4.06669e-05 2.92908e-05
threshold=0.11217000000000001 -0.067199999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0089270366501724933 0.0066224552761859103 -0.010531673112304057 -0.017387123352330721 0.011159036792519015
leaf_weight=0.0013433526255590984 0.0015165166798266228 0.0010261225753462242 0.0016615301641923056 0.0015829793304443828
leaf_count=1171 217 187 1302 244
internal_value=0 -0.00178827 -0.00515884 0.00262839
internal_weight=0 0.00561398 0.00427063 0.0026091
internal_count=3121 2904 1733 431
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.77387e-05 3.81331e-05 3.08735e-05 2.61179e-05 2.95237e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.091785000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00012664058551247354 -0.00024634768106702494 0.00027684276924787229 -0.00030722114681422098 0.00029380041880839686 -0.00031705081951360529
leaf_weight=0.0012629860280444795 0.0010170363152434509 0.0017807616573192846 0.001375521410051702 0.0010741527718876893 0.0010609455822775222
leaf_count=568 501 558 310 295 889
internal_value=0 3.19726e-05 -5.93746e-05 4.09519e-05 -7.59181e-05
internal_weight=0 0.00655437 0.00477361 0.00339808 0.00232393
internal_count=3121 2620 2062 1752 1457
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=7
num_cat=0
split_feature=147 151 4 16 52 2
split_gain=1.7264e-05 2.62511e-05 4.67846e-05 3.97382e-05 3.08721e-05 1.27085e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.087769999999999987 0.096015000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.0003250767571528808 0.00023452033928865541 -0.00041909448621252717 0.0003374713862046395 -0.0002640011211253189 -7.9216257300420921e-06 0.00028890284885222696
leaf_weight=0.0010422146300862328 0.0010208498746696786 0.0010395416826839954 0.0013138722001910528 0.0010030492421797244 0.0010406715341162872 0.0011872473296312878
leaf_count=412 183 392 316 476 1060 282
internal_value=0 -3.94052e-05 1.39097e-05 -8.56378e-05 2.16496e-05 0.000150255
internal_weight=0 0.0066266 0.00558438 0.00427051 0.00323097 0.00222792
internal_count=3121 2938 2526 2210 1818 1342
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=6
num_cat=0
split_feature=42 160 52 4 1
split_gain=2.09039e-05 2.39087e-05 2.80388e-05 4.14471e-05 4.08711e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.053180000000000012 0.11282000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025814494919316648 -0.0001832763283536017 -0.00025381285021574239 0.00032979511581194594 0.00046373410605887207 -7.2375284198998452e-05
leaf_weight=0.0010447145757181532 0.0014310202910911684 0.0013995299239604889 0.0014899405164010672 0.0010255643509137855 0.0011709594669680546
leaf_count=862 828 748 340 170 173
internal_value=0 4.06206e-05 0.000103617 9.90585e-06 0.000177936
internal_weight=0 0.00651701 0.00508599 0.00359605 0.00219652
internal_count=3121 2259 1431 1091 343
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=5
num_cat=0
split_feature=3 3 1 0
split_gain=9.47612e-06 1.7765e-05 3.06218e-05 4.09832e-05
threshold=0.13524500000000003 0.083060000000000009 0.11588000000000001 -0.074229999999999977
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.01615980597509056 0.0082429824727834108 -0.010015489685167168 0.015825616934502486 0.0071166696815019061
leaf_weight=0.0013702926417886745 0.0011651123716345775 0.001771661688162153 0.0011508178498072607 0.0016885583884457785
leaf_count=1831 192 228 259 611
internal_value=0 -0.00161476 0.00192073 -0.00331064
internal_weight=0 0.00598133 0.00420967 0.00305885
internal_count=3121 2929 2701 2442
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=8.06549e-06 2.48285e-05 2.88157e-05 3.88972e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11181500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0062388301086039365 0.0075983157067755526 -0.015182516684413722 0.011691438037026726 -0.016184493950145644
leaf_weight=0.0016511193305005795 0.0011665221457492041 0.0010842589861171969 0.0017795495870873727 0.0014556016442043816
leaf_count=803 553 458 1050 257
internal_value=0 -0.0014929 0.00154481 -0.00426724
internal_weight=0 0.00597053 0.00488627 0.00310672
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=6
num_cat=0
split_feature=4 4 2 4 4
split_gain=9.47627e-06 2.0436e-05 3.07283e-05 3.16488e-05 1.83493e-05
threshold=0.36766000000000004 0.098655000000000007 0.11093500000000002 -0.10429499999999998 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015353328155809733 0.0068313084897994722 -0.0140809748839103 0.015860710326432274 0.013952359482934426 -0.0051753112380187672
leaf_weight=0.0013639238507739122 0.0015779610850336929 0.001110894736293425 0.001068601622866623 0.00100322569620853 0.0010028888635305747
leaf_count=289 328 219 327 1554 404
internal_value=0 -0.00195104 0.00108482 -0.00360045 0.00439013
internal_weight=0 0.00554953 0.00443864 0.00337004 0.00200611
internal_count=3121 2793 2574 2247 1958
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=5
num_cat=0
split_feature=52 12 1 1
split_gain=2.25074e-05 2.75008e-05 2.81074e-05 2.90679e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00016030499538220003 -0.00027563912713446555 0.00024827505520553139 -0.00027552471907833119 0.00020907699465764462
leaf_weight=0.0013891344033696452 0.0010077680905025361 0.0017645066038944422 0.0013682940160514023 0.0019959274210324214
leaf_count=1094 501 558 310 658
internal_value=0 3.92309e-05 -3.8369e-05 5.7493e-05
internal_weight=0 0.00651786 0.00475336 0.00338506
internal_count=3121 2620 2062 1752
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=7
num_cat=0
split_feature=147 151 4 16 13 15
split_gain=2.33491e-05 2.67312e-05 3.18461e-05 4.06715e-05 3.07173e-05 4.34903e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.061684999999999997 -0.0072999999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00033564152351129038 0.0002648089891868216 -0.00040726779594343806 0.00026831199833040047 0.00029197514595251145 0.00019065847530401391 -0.00036473543482953624
leaf_weight=0.001056848892673358 0.0010522296285064622 0.0010808146024517172 0.0013402001897817881 0.0011369637014289153 0.0010160789542225418 0.0011619395053562302
leaf_count=412 183 392 316 805 282 731
internal_value=0 -4.90844e-05 3.71331e-06 -7.69581e-05 3.07358e-05 -0.000105636
internal_weight=0 0.00679285 0.005736 0.0043958 0.00331498 0.00217802
internal_count=3121 2938 2526 2210 1818 1013
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=2.63644e-05 2.83929e-05 5.17512e-05 5.74137e-05 4.79621e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00027928105675420684 -0.00029320022832987164 -0.00010558048295473545 6.1305345079209372e-05 -0.00051568366664678591 0.00040287887246168825
leaf_weight=0.0011380467412171911 0.0010466504331443204 0.0012405270531969188 0.0013574104129174622 0.0012961671211782939 0.0016780975036293797
leaf_count=118 501 751 799 298 654
internal_value=0 4.13895e-05 -7.05135e-05 -0.000220531 0.000186764
internal_weight=0 0.00671025 0.00379162 0.00265358 0.00291862
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=6
num_cat=0
split_feature=13 3 1 4 3
split_gain=8.88803e-06 1.9813e-05 2.4535e-05 6.26091e-05 5.84869e-05
threshold=-0.15078499999999997 0.10893000000000001 0.094385000000000011 -0.083854999999999985 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0073543362070233572 0.00930437066957167 -0.014305447719981988 -0.0085977613813118716 -0.022727325304891934 0.023063924967481862
leaf_weight=0.0013310067891154085 0.0012764083497861063 0.0010273650423862843 0.0010926719474701147 0.0011691267944137827 0.0012518672733883992
leaf_count=230 465 111 254 1639 422
internal_value=0 -0.00170409 0.000998626 -0.00600889 0.008308
internal_weight=0 0.00581744 0.00479007 0.00244554 0.00234454
internal_count=3121 2891 2780 2104 676
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=7
num_cat=0
split_feature=52 12 16 4 4 15
split_gain=3.07952e-05 3.57872e-05 3.96673e-05 5.80013e-05 4.657e-05 5.89208e-05
threshold=0.11434500000000002 -0.029094999999999999 -0.004174999999999999 -0.10429499999999998 0.0061450000000000003 -0.11713499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00029442896213581504 -0.00031301410852683565 -0.00034110409254217158 5.8909210378003061e-06 0.00064197439436285652 -0.00021874314712498028 0.00038802754297684533
leaf_weight=0.001022955035386644 0.0010711627163074019 0.0011884330246862721 0.0011498197119018565 0.001058548759893956 0.0010710085149826878 0.0014460210224688009
leaf_count=340 501 1194 227 489 117 253
internal_value=0 4.41974e-05 0.000102772 0.000310788 -2.12009e-05 0.000129844
internal_weight=0 0.00693679 0.00591383 0.00220837 0.00370546 0.00251703
internal_count=3121 2620 2280 716 1564 370
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=9.16662e-06 1.90947e-05 2.60153e-05 3.05047e-05
threshold=0.27287000000000006 0.098655000000000007 0.10774000000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0044956760439566444 0.0065851747784700368 -0.013924567017209996 0.013703726674763503 -0.015085495379085039
leaf_weight=0.0019127608706432364 0.0016242257328746923 0.0010745220339771202 0.0011735788395005591 0.0013621649218237824
leaf_count=1610 352 195 391 573
internal_value=0 -0.00196081 0.000928992 -0.00364887
internal_weight=0 0.00552303 0.0044485 0.00327493
internal_count=3121 2769 2574 2183
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=7
num_cat=0
split_feature=147 151 4 1 4 13
split_gain=2.72455e-05 2.80297e-05 4.65619e-05 5.69957e-05 4.09056e-05 1.38874e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.080585000000000004 0.010840000000000001 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0003392625447052798 0.00029160602080980627 -3.8824136602326963e-05 0.00032221234952748112 -0.00060958873022828647 -6.8230363663418636e-05 0.00027307369695152983
leaf_weight=0.0010721087749289314 0.0010462587254884016 0.0010211218253538168 0.0013652612687754659 0.0010007155804766523 0.0011571308296880625 0.0011866993830864031
leaf_count=412 183 786 316 663 150 611
internal_value=0 -4.82706e-05 6.16651e-06 -9.26695e-05 -0.000319289 0.00012882
internal_weight=0 0.00680304 0.00573093 0.00436567 0.00215785 0.00220782
internal_count=3121 2938 2526 2210 813 1397
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.06725e-05 2.70822e-05 4.41122e-05 3.97883e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00015218062184577666 -0.00025991444780896832 -8.6711260879983581e-05 -0.00027638912396036247 0.0003814099825844766
leaf_weight=0.0017660368823378416 0.0010307816206594125 0.001214958914693988 0.0019351700524234332 0.0016408269207472347
leaf_count=870 501 751 345 654
internal_value=0 3.87943e-05 -7.18964e-05 0.000182254
internal_weight=0 0.00655699 0.00370121 0.00285579
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=6
num_cat=0
split_feature=457 43 1 43 12
split_gain=8.6672e-06 2.02889e-05 3.93996e-05 7.16731e-05 1.42078e-05
threshold=0.045365000000000009 0.05259500000000001 0.111945 -0.072864999999999985 0.089085000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0048914368343891731 0.0086009268889978337 0.010768597726174835 0.014481571578992963 -0.026234760635359001 -0.0020878110537954015
leaf_weight=0.0014035405532662499 0.0010028332895892379 0.0011171184300998172 0.0010682808369768398 0.0015642963481741661 0.0010037486317105992
leaf_count=948 289 422 258 1072 132
internal_value=0 -0.00142425 -0.00412687 -0.0115147 0.0064549
internal_weight=0 0.00615698 0.00503987 0.00296784 0.00207203
internal_count=3121 2832 2410 2020 390
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=6
num_cat=0
split_feature=51 160 43 48 16
split_gain=9.25293e-06 2.38719e-05 1.97054e-05 2.91215e-05 6.93435e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 0.086035000000000014 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01501920633722819 -0.0087523648598447738 0.011021298617828974 0.012844554939176495 -0.01918813712700819 -0.018148197461019176
leaf_weight=0.0010712244347606276 0.0010372051167893024 0.0010162373065185195 0.0017962595937926836 0.0010172285598140009 0.0012070097738473245
leaf_count=651 409 188 962 281 630
internal_value=0 0.00146327 -0.00141984 -0.00456451 0.000388611
internal_weight=0 0.00610796 0.00503674 0.0040205 0.00300327
internal_count=3121 2712 2061 1873 1592
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=5
num_cat=0
split_feature=13 2 48 13
split_gain=8.35513e-06 2.19074e-05 4.13218e-05 1.91351e-05
threshold=-0.15078499999999997 0.11215000000000001 0.083985000000000018 0.0076650000000000008
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0071503584972998791 0.0033385302816836045 -0.013099385644291195 0.018698092228205929 -0.011626092404103644
leaf_weight=0.0013240153166262144 0.0018088168726942478 0.0012981770632898354 0.0010802546856381336 0.0016195274676837916
leaf_count=230 1723 422 400 346
internal_value=0 -0.00165266 0.00164324 -0.00373066
internal_weight=0 0.00580678 0.0045086 0.00342834
internal_count=3121 2891 2469 2069
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=5
num_cat=0
split_feature=4 52 2 43
split_gain=8.84468e-06 1.73707e-05 5.0221e-05 6.69414e-05
threshold=0.36766000000000004 -0.088204999999999992 0.10097500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012542960983333729 0.0066043093698009954 -0.0098900965667775322 -0.01361700047457127 0.021495201061882001
leaf_weight=0.001200103081216891 0.0015723945789526093 0.0011338764078656777 0.0015196225445965848 0.0016961773428692799
leaf_count=655 328 1224 407 507
internal_value=0 -0.00189197 0.0010467 0.00892051
internal_weight=0 0.00554978 0.00434968 0.00283005
internal_count=3121 2793 2138 1731
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=5
num_cat=0
split_feature=16 4 1 2
split_gain=1.01917e-05 3.05218e-05 3.59582e-05 2.0341e-05
threshold=0.0039400000000000008 0.0061450000000000003 0.11212500000000002 0.097220000000000015
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.01400912475875031 -0.0038510741381888544 0.013235562183733613 -0.0087881514331290007 0.014081024207822111
leaf_weight=0.0015924579348785338 0.001270203940816967 0.0016163003292576339 0.0013694614370956051 0.0012601296525584947
leaf_count=1617 418 416 260 410
internal_value=0 -0.0028289 0.00313408 0.00507928
internal_weight=0 0.00457822 0.00298576 0.00253033
internal_count=3121 2293 676 828
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=6
num_cat=0
split_feature=42 43 4 48 0
split_gain=1.72771e-05 3.10987e-05 3.66275e-05 3.78338e-05 5.19985e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 0.086035000000000014 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00023194992045360208 0.00025771267200871333 -0.00029802591338827793 0.00050742323590042345 -0.0002249620578191128 -8.0170072488754392e-05
leaf_weight=0.0010793234485617382 0.0017791408723254005 0.0015198037434539994 0.0011484773348462009 0.0011415765145567527 0.0011677820654637122
leaf_count=862 1041 668 161 174 215
internal_value=0 3.52087e-05 -4.43201e-05 6.71899e-05 0.000211178
internal_weight=0 0.00675678 0.00497764 0.00345784 0.00231626
internal_count=3121 2259 1218 550 376
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=5
num_cat=0
split_feature=43 3 4 15
split_gain=1.89517e-05 5.0753e-05 3.76613e-05 3.38786e-05
threshold=-0.04890499999999999 -0.075944999999999985 -0.059649999999999988 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-9.2533690492163545e-05 -0.00034068145159494272 0.00046621681702016028 -0.00017365639029711598 0.00020449897750191245
leaf_weight=0.0015939546247470693 0.0014928841568581461 0.0010281617725654451 0.0017011247395622483 0.0019606533614471653
leaf_count=1013 890 442 329 447
internal_value=0 0.000126559 -7.81928e-05 2.88222e-05
internal_weight=0 0.00262212 0.00515466 0.00366178
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=5
num_cat=0
split_feature=52 12 1 1
split_gain=1.53368e-05 2.93756e-05 2.733e-05 2.70586e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00016692730676661012 -0.00022901664362861223 0.00024547441938512448 -0.00028520393884627886 0.00018993357214439779
leaf_weight=0.0013812389066242083 0.0010128427456120347 0.0017752699561354246 0.0013579409272024843 0.0019993701535008976
leaf_count=1094 501 558 310 658
internal_value=0 3.03469e-05 -5.02494e-05 4.41284e-05
internal_weight=0 0.00651382 0.00473855 0.00338061
internal_count=3121 2620 2062 1752
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=6
num_cat=0
split_feature=1 0 4 13 0
split_gain=1.00007e-05 1.74541e-05 4.61322e-05 1.30174e-05 1.09524e-05
threshold=0.11323000000000001 -0.17169499999999996 -0.0029599999999999995 -0.033284999999999988 -0.071924999999999989
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0078055068924980861 0.012128856268947828 -0.0057045654594853664 -0.021464804617328633 0.0089661895836369663 -0.0019700884132568364
leaf_weight=0.0012251190927448185 0.0011818866500537437 0.0011378881808029831 0.0012637178155864921 0.0012910124128327385 0.0010321688042797415
leaf_count=151 222 1025 629 850 244
internal_value=0 -0.00253744 -0.00596898 0.00209325 0.00555608
internal_weight=0 0.00491774 0.00369262 0.0024289 0.00221406
internal_count=3121 2655 2504 1875 466
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=5
num_cat=0
split_feature=1 42 3 16
split_gain=8.55024e-06 1.62829e-05 2.38233e-05 2.41438e-05
threshold=0.12500000000000003 0.075730000000000006 -0.10217499999999997 -0.071359999999999993
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.015116417393710788 0.0071360737884965872 -0.0099827396706112619 -0.011887187524068048 0.0058139572626801717
leaf_weight=0.0010006379104846538 0.0013516756610821769 0.0016817260581262188 0.0014746792541204957 0.0016138061694587669
leaf_count=263 279 1443 654 482
internal_value=0 -0.00169981 0.00170669 -0.00263792
internal_weight=0 0.00577085 0.00408912 0.00308849
internal_count=3121 2842 1399 1136
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.54445e-05 3.46922e-05 5.63941e-05 5.21312e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00017168263348264201 -0.00028879278021177708 -0.00010400709304759264 -0.0003093718471092519 0.00043070953911281557
leaf_weight=0.0017775166043589243 0.0010326961597916769 0.0012155200645448817 0.0019812215581003745 0.0016559934127097127
leaf_count=870 501 751 345 654
internal_value=0 4.20895e-05 -8.188e-05 0.000204362
internal_weight=0 0.00663025 0.00375874 0.00287151
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=5
num_cat=0
split_feature=43 3 4 3
split_gain=7.62548e-06 3.25557e-05 1.78732e-05 2.28199e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.059649999999999988 0.090900000000000009
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0054354769645826185 -0.011977998511988556 0.018151470624971987 -0.0063838592666449721 0.010108119358737747
leaf_weight=0.0013789095618538009 0.0013698971074428213 0.0010165803343403482 0.0017387316960813495 0.0016214189810623719
leaf_count=960 890 495 527 249
internal_value=0 0.00457418 -0.00235071 0.00157424
internal_weight=0 0.00239549 0.00473005 0.00336015
internal_count=3121 1455 1666 776
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=7
num_cat=0
split_feature=42 160 1 47 1 52
split_gain=2.41226e-05 3.45914e-05 3.19967e-05 2.92522e-05 2.84195e-05 5.51801e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.12456000000000002 0.077555000000000013 0.098700000000000024 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.00027299361450982548 -0.00022322794932569027 -0.00030848096698279134 0.00043006082116971877 -0.00023342570751235802 0.00040873403774318548 0.00032240909758546717
leaf_weight=0.001091603547966162 0.0014829655065417566 0.0010577493592705833 0.0010073043598296683 0.0011027090393285039 0.0010098492092768677 0.0010744169022759095
leaf_count=862 828 526 176 182 276 271
internal_value=0 4.12217e-05 0.000115892 4.13373e-05 0.000137767 9.42996e-06
internal_weight=0 0.00673499 0.00525203 0.00424472 0.00314202 0.00213217
internal_count=3121 2259 1431 1255 1073 797
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=7
num_cat=0
split_feature=2 52 12 15 1 4
split_gain=3.39986e-05 3.3217e-05 7.34719e-05 3.33323e-05 6.83695e-05 4.89194e-05
threshold=-1.0000000180025095e-35 0.11434500000000002 0.095110000000000014 -0.016799999999999995 0.11039500000000001 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.00032847955806531478 1.7042507028431251e-05 -0.00037655726701109376 0.00040207385966047472 -0.00022159558842068619 -0.00063729698548017238 0.00036681827273680388
leaf_weight=0.0010250041856936622 0.001401910922037331 0.0010439068096858347 0.0013668892475651112 0.0011247311639195389 0.0010922387371979198 0.0010506657652482208
leaf_count=199 633 478 532 182 209 888
internal_value=0 -5.3602e-05 2.24801e-06 -0.000114791 -0.000269506 6.25945e-05
internal_weight=0 0.00708034 0.00603644 0.00466955 0.00249415 0.0021754
internal_count=3121 2922 2444 1912 842 1070
is_linear=0
shrinkage=0.00196078


Tree=9502
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=7.81874e-06 2.7176e-05 3.08615e-05 3.22337e-05 2.51548e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 0.27834500000000006 0.093175000000000022 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0063585848292032569 0.01211144116254686 0.016464536829976058 0.012267447366057484 -0.018695081918849818 -0.009840226266323391
leaf_weight=0.0015316654231678937 0.0010593182039436051 0.0010203875685555986 0.0011924757473544632 0.0013144706491847319 0.0010291924060214699
leaf_count=970 463 233 229 553 673
internal_value=0 0.00170181 -0.00157615 -0.00642723 0.00129393
internal_weight=0 0.00561584 0.00459546 0.00340298 0.00208851
internal_count=3121 2151 1918 1689 1136
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=5
num_cat=0
split_feature=16 4 1 2
split_gain=8.12508e-06 2.51204e-05 3.82571e-05 1.65474e-05
threshold=0.0039400000000000008 0.0061450000000000003 0.11212500000000002 0.097220000000000015
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012645222774012966 -0.0035212740902964244 0.013288226012931021 -0.009390298641014894 0.012621822390248318
leaf_weight=0.001600595060938462 0.0012753663923451555 0.0016196573323318604 0.001375608310908159 0.0012645744609672636
leaf_count=1617 418 416 260 410
internal_value=0 -0.0025316 0.00287287 0.00451598
internal_weight=0 0.00459586 0.00299527 0.00253994
internal_count=3121 2293 676 828
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
num_cat=0
split_feature=150 151 4 15 16
split_gain=7.79609e-06 2.00005e-05 5.6042e-05 2.90233e-05 2.872e-05
threshold=0.10605000000000002 -0.0096649999999999982 0.24564500000000003 -0.037864999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011330333588378986 -0.0081304022072234243 -0.016371629371115144 0.022331276016565371 -0.0092461154452042112 0.01147367372534247
leaf_weight=0.0010364865919795076 0.0010163569773929447 0.001036584142079318 0.0012463553449537238 0.0011116292191591512 0.0016800255679258738
leaf_count=444 182 724 319 1068 384
internal_value=0 0.00132811 0.0039136 -0.00208262 0.00322311
internal_weight=0 0.00611108 0.00507459 0.00382824 0.00279165
internal_count=3121 2939 2495 2176 1452
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=2.11245e-05 2.95162e-05 3.16003e-05 5.90615e-05 5.76129e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025301510860787485 -0.00020439352689534534 -0.00021320482691900675 -0.00019520324994404641 -2.0132908491675144e-07 0.00054880178421204753
leaf_weight=0.0010767435173669355 0.0014428339258409648 0.0010411060355951275 0.0010226098222480386 0.0012309123979231901 0.0018237587560693649
leaf_count=862 828 267 311 192 661
internal_value=0 4.33064e-05 0.000113131 0.000190114 0.000327575
internal_weight=0 0.00656122 0.00511839 0.00409578 0.00305467
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9506
num_leaves=7
num_cat=0
split_feature=52 160 52 13 1 3
split_gain=2.74122e-05 3.13289e-05 2.82604e-05 4.1271e-05 4.3314e-05 6.55899e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.088614999999999985 -0.11122999999999998 0.111945 -0.00083499999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00035126652037678917 -0.00029526546574718942 -0.00030152802506690468 0.00035904640978731304 -0.00020981718912585116 -0.00039939851277136056 0.00042821882705556613
leaf_weight=0.0010634074186875583 0.0010721175916103042 0.0010766884630269234 0.0012325309645421826 0.0013596730004712409 0.0010155745447410162 0.0011378321620040641
leaf_count=495 501 592 154 1149 138 92
internal_value=0 4.17913e-05 -1.47324e-05 5.0336e-05 -5.79721e-05 8.08641e-05
internal_weight=0 0.00688571 0.0058223 0.00474561 0.00351308 0.00249751
internal_count=3121 2620 2125 1533 1379 1241
is_linear=0
shrinkage=0.00196078


Tree=9507
num_leaves=5
num_cat=0
split_feature=52 12 1 1
split_gain=2.01478e-05 2.80697e-05 2.69795e-05 3.08235e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00016782891133466433 -0.00025523144672632723 0.00025085054260899967 -0.00027054531881880726 0.00021155936993072372
leaf_weight=0.0013978860877519898 0.001024251052967504 0.0017769645370114186 0.0013668591019309695 0.0020031401461545369
leaf_count=1094 501 558 310 658
internal_value=0 4.05101e-05 -3.78826e-05 5.56236e-05
internal_weight=0 0.00654485 0.00476789 0.00340103
internal_count=3121 2620 2062 1752
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=5
num_cat=0
split_feature=52 12 1 1
split_gain=2.24151e-05 2.77257e-05 3.365e-05 2.87384e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0001485424398138006 -0.00027023482592583874 0.00024980361419876855 -0.0002964932492067434 0.00021803124669264902
leaf_weight=0.0013950936463481755 0.0010309361722254237 0.0017778771315894778 0.001370203612792744 0.0020024383764893731
leaf_count=1094 501 558 310 658
internal_value=0 4.08254e-05 -3.7102e-05 6.75089e-05
internal_weight=0 0.00654561 0.00476774 0.00339753
internal_count=3121 2620 2062 1752
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=6
num_cat=0
split_feature=52 47 3 0 1
split_gain=2.35161e-05 4.25242e-05 5.16804e-05 3.44121e-05 9.6925e-05
threshold=0.11434500000000002 0.077555000000000013 -0.13309499999999996 -0.14794999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00022386069920820323 -0.00028163200271902192 -0.00022469370273075153 -1.8702419888948316e-05 4.2252914131899356e-05 0.00082784067003285986
leaf_weight=0.0012354917592854024 0.0010684362720285289 0.0018309374052677208 0.0013123584901476595 0.0014295547974702326 0.0010453588475900204
leaf_count=234 501 370 157 1226 633
internal_value=0 3.11176e-05 0.000124368 0.000237968 0.000374071
internal_weight=0 0.0068537 0.00502276 0.00378727 0.00247491
internal_count=3121 2620 2250 2016 1859
is_linear=0
shrinkage=0.00196078


Tree=9510
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=2.00604e-05 2.74009e-05 3.10318e-05 5.02379e-05 3.7596e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00024659433417507557 0.00024666111525273044 -0.00017242741532525556 -0.00051381184735144528 8.499518889166706e-05 0.00029140951216093358
leaf_weight=0.0010996016192488496 0.001792876200377839 0.0011410570342768045 0.0010721255578570385 0.001082579846980901 0.0016338472298788732
leaf_count=862 1041 145 553 280 240
internal_value=0 3.90845e-05 -3.64101e-05 -0.000212956 0.000100677
internal_weight=0 0.00672249 0.00492961 0.00215471 0.0027749
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.47552e-05 2.5222e-05 2.4125e-05 2.72e-05 3.74616e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.011293162284580256 -0.010243027540954183 0.017581883631630296 -0.0062957600896400541 -0.011985213899051663 0.018085199672759608
leaf_weight=0.0010008090627349241 0.0013578388617435976 0.0011843996544701318 0.0011693107365535384 0.0010998150080059107 0.0013669258023553746
leaf_count=862 828 482 114 322 513
internal_value=0 0.00179556 0.00518663 0.00114902 0.00684456
internal_weight=0 0.00617829 0.00482045 0.00363605 0.00253624
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=2.3062e-05 3.10315e-05 4.97445e-05 6.40303e-05 3.79265e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026243418036469267 -0.00026982282470203298 -6.8101281786609187e-05 7.4020866419235822e-05 -0.00053617800882590876 0.00038154747385907214
leaf_weight=0.0011565988751776877 0.0010670989408912467 0.0012509763625436479 0.0013489377063348347 0.0012967081054210108 0.0017029878058619488
leaf_count=118 501 751 799 298 654
internal_value=0 4.03617e-05 -7.67667e-05 -0.000225055 0.000191125
internal_weight=0 0.00675621 0.00380224 0.00264565 0.00295396
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=6
num_cat=0
split_feature=52 160 52 16 150
split_gain=1.8044e-05 3.12418e-05 3.3978e-05 6.12491e-05 2.4353e-05
threshold=0.11434500000000002 -0.027994999999999996 0.077655000000000016 -0.056919999999999991 0.087380000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00035587759850311105 -0.0002367779601080909 0.00018873124141244779 0.00027734415642367139 -0.00044357966619886906 -0.00017118327675779788
leaf_weight=0.0010228177540318496 0.0010430707412830515 0.0019654289087346912 0.0011934330584959536 0.0013517954746873517 0.0011432099601181864
leaf_count=495 501 624 533 821 147
internal_value=0 4.05291e-05 -1.65193e-05 -9.51453e-05 5.63717e-05
internal_weight=0 0.00667669 0.00565387 0.00446043 0.00310864
internal_count=3121 2620 2125 1592 771
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=1.83708e-05 2.83593e-05 4.88419e-05 5.58985e-05 4.186e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026377157807866452 -0.00024748303672624585 -9.448570367664438e-05 5.8983964869355868e-05 -0.0005163240505298768 0.00038743863337989783
leaf_weight=0.0011258212032352454 0.0010217103138778676 0.0012039873410872378 0.0013145426761277503 0.0012831161737120907 0.001632558900714796
leaf_count=118 501 751 799 298 654
internal_value=0 3.51751e-05 -7.73489e-05 -0.00022519 0.000182883
internal_weight=0 0.00656003 0.00372348 0.00259766 0.00283655
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.20234e-05 2.04878e-05 2.16151e-05 3.32655e-05 3.00431e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010178666557538452 -0.0092119113881378775 0.013829972552530385 0.015102274820479553 -0.019161828834100295 0.0041172065705780275
leaf_weight=0.0010036487664202122 0.0013619903975231641 0.0011963864361804319 0.0014083056096959312 0.0010480141679790444 0.0011770243910055819
leaf_count=862 828 250 340 656 185
internal_value=0 0.00162027 0.00467496 0.000382933 -0.00684744
internal_weight=0 0.00619172 0.00482973 0.00342142 0.00222504
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=6
num_cat=0
split_feature=52 12 4 12 3
split_gain=2.2247e-05 4.48908e-05 2.73562e-05 2.60238e-05 2.97497e-05
threshold=0.11434500000000002 0.095110000000000014 0.08184000000000001 0.051320000000000005 0.048265000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0003891662235288136 -0.00025700427571179494 0.00029904340089334714 -0.0002614613947222056 -0.00021805950628429898 -4.2627352650980294e-05
leaf_weight=0.0011257742781841142 0.0011038869234209527 0.0019098753785255019 0.0016456401656592136 0.0010221296131549366 0.0013480611130860794
leaf_count=225 501 558 339 1296 202
internal_value=0 4.23497e-05 -5.30005e-05 4.51274e-05 0.00015387
internal_weight=0 0.00705148 0.00514161 0.00349597 0.00247384
internal_count=3121 2620 2062 1723 427
is_linear=0
shrinkage=0.00196078


Tree=9517
num_leaves=6
num_cat=0
split_feature=52 12 4 12 3
split_gain=3.89409e-05 4.01025e-05 3.21155e-05 2.28622e-05 2.74688e-05
threshold=0.11434500000000002 0.095110000000000014 0.08184000000000001 1.0000000180025095e-35 0.048265000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00041302421727787544 -0.00035051439317385752 0.00030183697632304741 -0.00026492214991342608 -0.00017231955789059422 -1.5249874389983823e-05
leaf_weight=0.0010600752597969606 0.0010465820082624271 0.0018522845534216358 0.0015996064601393719 0.0010157354579489728 0.0012603179835823856
leaf_count=221 501 558 339 1300 202
internal_value=0 5.58193e-05 -3.65063e-05 7.30146e-05 0.000180408
internal_weight=0 0.00678802 0.00493574 0.00333613 0.00232039
internal_count=3121 2620 2062 1723 423
is_linear=0
shrinkage=0.00196078


Tree=9518
num_leaves=6
num_cat=0
split_feature=52 15 15 2 52
split_gain=1.03341e-05 2.40902e-05 2.26439e-05 3.8415e-05 1.38207e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 0.016565000000000003
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015829593730004421 -0.01308012623865995 -0.005107783457644322 0.017920633228818841 -0.011373660803497485 0.0020478304281014749
leaf_weight=0.0011351680361899469 0.0014464987689833753 0.0010651966998219832 0.0010937828401135989 0.0013716891303237255 0.0011004656287320494
leaf_count=516 367 437 682 316 803
internal_value=0 0.00569381 -0.00252705 0.00175374 0.00996006
internal_weight=0 0.00220036 0.00501244 0.00356594 0.00219425
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9519
num_leaves=7
num_cat=0
split_feature=147 151 4 43 42 0
split_gain=3.53646e-05 4.8692e-05 4.88703e-05 4.92185e-05 8.36738e-05 4.02506e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.05259500000000001 0.082250000000000004 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00043088798775733716 0.00033234987828061036 -0.00011372488460779898 0.00034292252041571812 0.00029073651690082682 0.00028188153174569006 -0.00062395204248995154
leaf_weight=0.0010840472377350524 0.0010793819881177481 0.0010887399700266489 0.0013876046665342295 0.0010589903271613472 0.0010041436411940131 0.0013092857380885875
leaf_count=412 183 175 316 344 906 785
internal_value=0 -4.9197e-05 2.1548e-05 -7.84127e-05 -0.000193317 -0.000392301
internal_weight=0 0.00693281 0.00584876 0.00446116 0.00340217 0.00239803
internal_count=3121 2938 2526 2210 1866 960
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=6
num_cat=0
split_feature=1 42 2 3 15
split_gain=2.69563e-05 2.66774e-05 3.63456e-05 2.33195e-05 2.29793e-05
threshold=0.12500000000000003 0.088915000000000008 0.089885000000000007 0.0068900000000000012 -0.036009999999999993
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00021299059938161572 0.00023437844265923743 -0.0003308267279110235 0.00032793967567091849 0.00019253360821403707 -0.00021252607082985377
leaf_weight=0.0019548634167155872 0.0015093122437221272 0.0011267316902576355 0.001308115975363009 0.001110281620872209 0.0010455268942984076
leaf_count=1196 279 810 616 111 109
internal_value=0 -5.63091e-05 7.71464e-07 0.000121408 -3.91278e-06
internal_weight=0 0.00654552 0.00541879 0.00346392 0.00215581
internal_count=3121 2842 2032 836 220
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=6
num_cat=0
split_feature=42 16 4 151 2
split_gain=1.04215e-05 1.87707e-05 3.54317e-05 1.97117e-05 4.40535e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 -0.111605 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0094444476490163909 -0.013861131277991191 -0.0034989821485743389 0.020881958191901955 -0.011953890712111104 0.013662450515541056
leaf_weight=0.0010084233489042098 0.0011369611616863767 0.0012130360081142745 0.0011719206323908117 0.001247259861296557 0.0014539337788880612
leaf_count=862 305 254 624 628 448
internal_value=0 0.00151415 0.00848133 -0.00281512 0.00183426
internal_weight=0 0.00622311 0.00238496 0.00383815 0.00270119
internal_count=3121 2259 878 1381 1076
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=6
num_cat=0
split_feature=147 15 52 52 1
split_gain=1.93805e-05 3.1098e-05 5.74704e-05 4.11264e-05 5.28983e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.090740000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00037318136886107151 0.00024899174785263572 -0.00035613334158866817 -0.00053632284843037966 0.00024643930535349709 -1.2222521173641179e-05
leaf_weight=0.0013196939318535885 0.0010174442863796042 0.0010217750804413124 0.001174425142565516 0.0010210253153526863 0.0020035221316871158
leaf_count=618 183 1167 468 307 378
internal_value=0 -4.19148e-05 1.62624e-05 -9.59135e-05 -0.000205906
internal_weight=0 0.00654044 0.00551867 0.00419897 0.00317795
internal_count=3121 2938 1771 1153 846
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=6
num_cat=0
split_feature=147 151 4 16 0
split_gain=2.01168e-05 2.40165e-05 5.44567e-05 3.75346e-05 2.72428e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00031375416623460526 0.00025459992699087555 -0.00042097367268660818 0.00035758245269992887 0.00020951921464085766 -0.00015278054241717838
leaf_weight=0.001044926906000828 0.0010222934966813649 0.0010428466830420791 0.0013239092174726769 0.0014257440945907916 0.0018121656602038043
leaf_count=412 183 392 316 1474 344
internal_value=0 -4.08442e-05 1.00368e-05 -9.74486e-05 6.75038e-06
internal_weight=0 0.00664959 0.00560467 0.00428076 0.00323791
internal_count=3121 2938 2526 2210 1818
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=6
num_cat=0
split_feature=1 42 16 13 0
split_gain=9.58187e-06 1.90391e-05 2.52365e-05 2.51193e-05 1.96022e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0060599999999999994 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0147318639041931 0.0075266576810176294 -0.010625415539780136 0.010069863320098838 0.00058667959452246273 -0.019091990421992597
leaf_weight=0.0011184328472698428 0.0013663761797981953 0.0017177022022844294 0.0010062330069750382 0.0010114826832246461 0.0010132805085270697
leaf_count=160 279 1443 463 136 640
internal_value=0 -0.0017716 0.00189354 -0.00284378 -0.00926139
internal_weight=0 0.00586713 0.00414943 0.003031 0.00202476
internal_count=3121 2842 1399 1239 776
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=6
num_cat=0
split_feature=52 160 3 0 47
split_gain=1.92478e-05 2.77108e-05 3.01725e-05 5.35617e-05 2.83661e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.13309499999999996 -0.019414999999999998 0.085770000000000027
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00033230996086723862 -0.00025293646806266945 -0.00027917021971755651 8.1227623151067653e-05 0.0004449823532948894 -0.00029513458398318235
leaf_weight=0.0010122511406578357 0.0010424029433382864 0.0013218412188939713 0.0019824880944241162 0.0010480554686764232 0.0012587877785329151
leaf_count=495 501 236 1536 132 221
internal_value=0 3.37061e-05 -2.01618e-05 5.96567e-05 -6.49371e-05
internal_weight=0 0.00662342 0.00561117 0.00428933 0.00324128
internal_count=3121 2620 2125 1889 1757
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=5
num_cat=0
split_feature=43 3 3 1
split_gain=8.5172e-06 3.10006e-05 1.59692e-05 2.83723e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.116045 0.10508500000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0048843116225739096 0.0071911746430602941 0.01798657113306229 -0.014017141660527277 0.0039709408646938782
leaf_weight=0.0013981190848311672 0.0012641602994357803 0.0010287361398713328 0.0019435120410945213 0.0015976584534508882
leaf_count=960 207 495 1162 297
internal_value=0 0.00481058 -0.00245716 -0.00590152
internal_weight=0 0.00242686 0.00480533 0.00354117
internal_count=3121 1455 1666 1459
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=5
num_cat=0
split_feature=42 43 0 49
split_gain=9.6471e-06 1.8699e-05 2.62513e-05 2.93925e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0090971079177248875 0.010608689475160013 -0.0084514403779486682 -0.010454032981246317 0.013396702502045933
leaf_weight=0.0010068829376910678 0.0016419632119340239 0.0010134844920590463 0.001992836017536484 0.0015690517789575516
leaf_count=862 1041 151 833 234
internal_value=0 0.0014541 -0.00183121 0.00482267
internal_weight=0 0.00621734 0.00457537 0.00258254
internal_count=3121 2259 1218 385
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=6
num_cat=0
split_feature=52 15 3 2 3
split_gain=4.46329e-05 3.96372e-05 7.4812e-05 6.70502e-05 5.20395e-05
threshold=0.11434500000000002 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00014286005675651333 -0.00036740361433723249 -7.5965144569924048e-05 -0.00048655572309538295 0.00047708596576538458 0.00044336667359771504
leaf_weight=0.0017114386391620044 0.0011197375839481155 0.0012887335947951283 0.0011886663830587853 0.0011030294214234646 0.0017480479706338224
leaf_count=521 501 751 174 520 654
internal_value=0 5.40516e-05 -7.40941e-05 0.000100105 0.000222975
internal_weight=0 0.00703992 0.00400313 0.00281447 0.00303678
internal_count=3121 2620 1215 1041 1405
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=1.95742e-05 4.01655e-05 6.35985e-05 5.95158e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00015272102275422402 -0.00025573434344583896 -0.00013209681393273065 0.00045426593688265986 -0.00033721669027189725
leaf_weight=0.0018587014757456954 0.0010353175003354267 0.0012293952814064386 0.0016871233702553969 0.001956851439511592
leaf_count=882 501 751 654 333
internal_value=0 3.38653e-05 0.000207097 -9.85493e-05
internal_weight=0 0.00673207 0.00291652 0.00381555
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=5
num_cat=0
split_feature=15 13 16 0
split_gain=9.79448e-06 2.61009e-05 2.36766e-05 4.12069e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.094359999999999986 -0.10151999999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0065974370857402849 -0.012034735612439776 0.015812758704905339 0.018826644505462842 -0.0054151755916311863
leaf_weight=0.0017254134800558235 0.0014200143722080949 0.0011006714527391414 0.0011194307032200439 0.0018767974614435697
leaf_count=484 417 167 194 1859
internal_value=0 0.00203503 -0.00139883 0.00364189
internal_weight=0 0.00551691 0.00441624 0.00299623
internal_count=3121 2637 2470 2053
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=9.53545e-06 2.06182e-05 1.99192e-05 2.87715e-05 3.26642e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0090389199516450729 -0.0093856123073338023 0.012872125431933302 0.014456734443431811 -0.019145523374005789 0.005086312872653112
leaf_weight=0.0010085616090788375 0.0013710803462468604 0.0011992107345270208 0.0014213505425254257 0.0010519905991152763 0.0011805611509153916
leaf_count=862 828 250 340 656 185
internal_value=0 0.00144273 0.00450191 0.000378868 -0.00633186
internal_weight=0 0.00622419 0.00485311 0.00343176 0.00223255
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=6
num_cat=0
split_feature=0 52 16 48 1
split_gain=8.97182e-06 3.77756e-05 5.34242e-05 2.29677e-05 1.61522e-05
threshold=-0.14920999999999998 -0.057699999999999994 -0.056919999999999991 0.086035000000000014 0.10781
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0049083096521779649 0.016070754153284218 -0.00090274735070457017 -0.016605873614599212 -0.016276736039129255 0.016605729445011895
leaf_weight=0.0010296325330455451 0.0014233220988980216 0.0011042541791527667 0.0016397198990476549 0.001017446082827278 0.0010077860812939998
leaf_count=194 851 1129 639 92 216
internal_value=0 0.00219959 -0.00306278 -0.00562115 0.00745164
internal_weight=0 0.00517508 0.00375176 0.00204708 0.00211204
internal_count=3121 2835 1984 286 1345
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=6
num_cat=0
split_feature=2 13 0 2 2
split_gain=2.41388e-05 2.37752e-05 2.48176e-05 5.94623e-05 3.41513e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.11437499999999999 0.097845000000000015 0.11389000000000002
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00028189054780764259 0.00018267627233873668 0.00019704998567493499 -0.00055018658590218531 4.9215086630065997e-05 -0.00026447137962736363
leaf_weight=0.0010073286808629052 0.0018572039688244312 0.0012767788179280449 0.0012345909384361212 0.0013130465347912846 0.0010159216158142702
leaf_count=199 316 205 1655 605 141
internal_value=0 -4.36667e-05 -0.000100364 -0.000241256 2.45673e-05
internal_weight=0 0.00669754 0.00542076 0.00254764 0.00287313
internal_count=3121 2922 2717 2260 457
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=8.7433e-06 1.88647e-05 3.75283e-05 5.02532e-05
threshold=0.13524500000000003 0.083060000000000009 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01445413529830992 0.0079178619390712739 -0.010162028267165888 -0.018827278536966932 0.0084150375172940047
leaf_weight=0.0015552217789588365 0.0011647631936389131 0.0017889434638834328 0.0013375003247499771 0.0013714704964476361
leaf_count=458 192 228 2029 214
internal_value=0 -0.00154307 0.00207281 -0.00503531
internal_weight=0 0.00605314 0.00426419 0.00270897
internal_count=3121 2929 2701 2243
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=5
num_cat=0
split_feature=15 12 16 4
split_gain=9.84434e-06 2.41637e-05 3.18507e-05 5.4778e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 -0.04890499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0066144848519171509 -0.017095552992531324 0.011550762552654168 -0.012784553045537776 0.016344286977182793
leaf_weight=0.0017206750984910891 0.0010723623395983294 0.001800327462204006 0.0011640209842777862 0.0014495507513906686
leaf_count=484 296 1018 721 602
internal_value=0 0.00205475 -0.0025834 0.00337101
internal_weight=0 0.00548626 0.00368593 0.00261357
internal_count=3121 2637 1619 1323
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=6
num_cat=0
split_feature=42 160 52 0 48
split_gain=1.01433e-05 1.68955e-05 1.98199e-05 2.7214e-05 2.10279e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.10151999999999999 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0093418490493872575 -0.0083510641361541089 0.01776110131603181 0.014211130090829364 -0.010864932336367664 -0.0024481760453002183
leaf_weight=0.0010031450601421859 0.001359448141046043 0.0010023597294880021 0.0014169632346022168 0.0013549156999629591 0.0010586463322720709
leaf_count=862 828 173 340 780 138
internal_value=0 0.00149766 0.00426802 0.000143502 0.0073805
internal_weight=0 0.00619233 0.00483288 0.00341592 0.00206101
internal_count=3121 2259 1431 1091 311
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=5
num_cat=0
split_feature=160 16 16 0
split_gain=8.33264e-06 3.82269e-05 3.39902e-05 3.31544e-05
threshold=-0.063384999999999983 -0.056919999999999991 0.23311500000000004 -0.11756999999999999
decision_type=2 2 2 2
left_child=-1 3 -3 -2
right_child=1 2 -4 -5
leaf_value=0.0071599986200195243 -0.0044760623857914694 -0.02276266367629616 0.0014162734737340208 0.014923849625444225
leaf_weight=0.0013220344283316303 0.0018140284767244105 0.001253163047610023 0.0010846098710868644 0.0017126087897888381
leaf_count=799 282 564 389 1087
internal_value=0 -0.0016285 -0.0115448 0.00494494
internal_weight=0 0.00586441 0.00233777 0.00352664
internal_count=3121 2322 953 1369
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=5
num_cat=0
split_feature=12 4 2 4
split_gain=8.79773e-06 2.82852e-05 4.0141e-05 1.44403e-05
threshold=0.098810000000000023 -0.0016099999999999997 0.089885000000000007 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-5.5271626020813577e-05 -0.0068157418238330783 -0.020105600802095933 0.0039051317347775019 0.015070948090753761
leaf_weight=0.0010229065046459325 0.001502278418669894 0.0010971880871047267 0.0019054659884676758 0.0016478039222193634
leaf_count=206 477 331 527 1580
internal_value=0 0.00179063 -0.00486854 0.00927747
internal_weight=0 0.00567336 0.00300265 0.00267071
internal_count=3121 2644 858 1786
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=5
num_cat=0
split_feature=0 47 1 43
split_gain=8.2647e-06 3.05342e-05 4.07355e-05 1.40789e-05
threshold=-0.060129999999999996 0.092530000000000015 0.094385000000000011 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.010939052535074623 0.012373505146278475 -0.018050722981140528 0.01186619456559981 -0.001645597461403096
leaf_weight=0.0013883055407449268 0.0012023719260362367 0.0010068495816812767 0.0017971996589768947 0.0017722081576570978
leaf_count=1820 206 270 458 367
internal_value=0 -0.00287075 0.00192722 0.00402114
internal_weight=0 0.00419235 0.00318551 0.00297458
internal_count=3121 2548 2278 573
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=6
num_cat=0
split_feature=15 1 3 12 16
split_gain=8.18179e-06 3.07766e-05 4.79638e-05 6.67478e-05 3.9392e-05
threshold=0.024640000000000006 1.0000000180025095e-35 0.10893000000000001 0.09334000000000002 -0.078464999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011137656660854579 -0.0079289890051900801 0.0085825704281010193 -0.01133614550241395 -0.0074416017275609593 0.035565456365684145
leaf_weight=0.0014734528691748286 0.0011034249544516015 0.0010773928522726311 0.0012381355465791791 0.001178815541591818 0.0010868198399997711
leaf_count=850 1192 253 221 223 382
internal_value=0 0.00143383 0.00547723 0.0117043 0.0221328
internal_weight=0 0.00605462 0.00458116 0.00334303 0.00216421
internal_count=3121 1929 1079 858 635
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=9.32464e-06 1.62511e-05 3.03745e-05 6.33931e-05
threshold=0.13524500000000003 0.083060000000000009 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011653855418616736 0.0082040968906883106 -0.0096285943951674776 -0.023907388319240795 0.0087436878803661255
leaf_weight=0.0017915754911467284 0.0011589448055778703 0.0017724177425489955 0.0010563747245416967 0.0013603872781436667
leaf_count=652 192 228 1838 211
internal_value=0 -0.00159637 0.00178655 -0.00552821
internal_weight=0 0.00598076 0.00420834 0.00241676
internal_count=3121 2929 2701 2049
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=2.63608e-05 3.24462e-05 3.00994e-05 5.4968e-05 5.60074e-05 4.2498e-05
threshold=0.11434500000000002 -0.15078499999999997 0.097915000000000016 0.086615000000000011 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00031797403027333056 -0.00029353038699488228 0.00063081861604847439 -0.00032310211952893159 -0.00034100422792509682 -0.00018893469616350757 8.2479148043996097e-05
leaf_weight=0.0013276026244369368 0.0010293229773011099 0.0010824905909355171 0.0010444478261100246 0.0010561712663523307 0.0010908174643629734 0.00109119098722995
leaf_count=190 501 491 136 233 907 663
internal_value=0 4.35224e-05 -2.43908e-05 4.78175e-05 0.000173614 0.000355551
internal_weight=0 0.00669272 0.00536512 0.00432067 0.0032645 0.00217368
internal_count=3121 2620 2430 2294 2061 1154
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=6
num_cat=0
split_feature=13 49 3 15 1
split_gain=2.70525e-05 3.68181e-05 3.96313e-05 5.47001e-05 7.73189e-05
threshold=-0.15078499999999997 0.0043850000000000009 -0.13309499999999996 -0.10091499999999999 0.089175000000000018
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00023828076253971443 -0.00044209588667034266 0.00028340647401229382 0.00035024649716253582 0.00017301577816972681 -0.00044660727318253802
leaf_weight=0.0014711649872614007 0.0011633697879227488 0.0010268371172496554 0.0010670063148940281 0.0014234201316046427 0.0016977570306371435
leaf_count=230 233 625 227 1240 566
internal_value=0 -5.66836e-05 -0.000121939 -3.30075e-05 -0.000164027
internal_weight=0 0.00637839 0.00535155 0.00418818 0.00312118
internal_count=3121 2891 2266 2033 1806
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=6
num_cat=0
split_feature=0 0 0 48 3
split_gain=8.09859e-06 2.57626e-05 2.22568e-05 1.65491e-05 1.1837e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.14920999999999998 0.086035000000000014 -0.10831999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0047758718856138437 0.010358850140253537 -0.01586884679807735 0.013856237177956693 -0.013255905923467051 -0.0022673181591584849
leaf_weight=0.0010252527734684273 0.0014708060528828084 0.0011140163775097472 0.0010311791059034398 0.0010107544278792624 0.0014994880031318012
leaf_count=194 195 1988 274 92 378
internal_value=0 -0.00284413 0.00188651 -0.00417582 0.00398481
internal_weight=0 0.0041812 0.00306719 0.00203601 0.00297029
internal_count=3121 2548 560 286 573
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=6
num_cat=0
split_feature=52 52 16 16 15
split_gain=3.15774e-05 4.81123e-05 2.52829e-05 5.20604e-05 4.4071e-05
threshold=-0.046924999999999988 -0.087769999999999987 -0.008904999999999998 -0.15241499999999997 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-5.4404773657475855e-05 0.0002749483010998329 0.00049860857798366754 0.00011344659872633266 -0.00055859655241086387 -0.00022815606409417065
leaf_weight=0.0014601935880310633 0.001061687504588777 0.0010325533600846759 0.0016344490311021287 0.0010163406467158841 0.0018117825715888245
leaf_count=690 197 263 365 1320 286
internal_value=0 0.000174666 -9.11908e-05 -0.000177177 -4.22695e-05
internal_weight=0 0.00249275 0.00552426 0.00388981 0.00287347
internal_count=3121 953 2168 1803 483
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=5
num_cat=0
split_feature=51 52 2 16
split_gain=8.18219e-06 2.54867e-05 1.93893e-05 3.77531e-05
threshold=-0.076794999999999988 -0.057699999999999994 0.11018500000000002 -0.15241499999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0076286754750511171 0.014402575890269548 0.0045746256659722727 0.0068876681818607344 -0.017505223139339509
leaf_weight=0.0011792904555281451 0.0012166796835300694 0.0015449720224006173 0.001665249836804745 0.0015526123204683022
leaf_count=537 575 286 348 1375
internal_value=0 0.00148538 -0.00181435 -0.00649253
internal_weight=0 0.00597951 0.00476283 0.00309758
internal_count=3121 2584 2009 1661
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=7
num_cat=0
split_feature=15 1 42 43 2 2
split_gain=2.80292e-05 3.06104e-05 3.78268e-05 2.76817e-05 6.46729e-05 2.17673e-05
threshold=-0.24436499999999997 0.12500000000000003 0.088915000000000008 -0.084004999999999982 0.089775000000000008 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.00029281413681153093 0.0002416355320498522 0.00026383661619980975 -0.00044052824451285433 -0.00047645571668564093 0.00027007179569005961 -0.00010252256606215842
leaf_weight=0.0011023417693893844 0.0011313160585989645 0.0010510229667914338 0.0010304249830129265 0.0012251654532093609 0.0011611812883845017 0.0012536611633295407
leaf_count=253 584 125 779 804 253 323
internal_value=0 -4.40596e-05 -9.98369e-05 -2.62605e-05 -0.000109523 7.66401e-05
internal_weight=0 0.00685277 0.00580175 0.00477132 0.00364001 0.00241484
internal_count=3121 2868 2743 1964 1380 576
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=6
num_cat=0
split_feature=49 43 52 0 3
split_gain=8.97783e-06 2.40746e-05 2.2153e-05 3.27093e-05 2.1484e-05
threshold=-0.006494999999999999 -0.095049999999999982 0.08734500000000002 -0.13027499999999997 -0.03694999999999999
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=0.0051945055589231754 -0.0098887202696087313 0.025380044606466614 -0.0051657221948021928 0.0024509923201930964 -0.014859266959164598
leaf_weight=0.0010085722647977067 0.0012246977034253517 0.0010171746164738867 0.0011760311549092162 0.0016020572005125107 0.0011358762799866683
leaf_count=335 354 166 677 1320 269
internal_value=0 0.00230217 0.00623607 0.0113555 -0.00542762
internal_weight=0 0.00501996 0.00379526 0.00261923 0.00214445
internal_count=3121 2517 2163 1486 604
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=1.73643e-05 4.00385e-05 5.53287e-05 6.29472e-05 4.7854e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00026254327698844348 -0.00024035124429613088 -8.6878277118089696e-05 4.4267049432670361e-05 -0.00056563798532365092 0.00042822785664933599
leaf_weight=0.0011359633749556033 0.0010182408019750325 0.0012019668721530712 0.0013210923678234621 0.0012818838712897948 0.0016388172032344964
leaf_count=118 501 751 799 298 654
internal_value=0 3.4804e-05 -9.85204e-05 -0.000256092 0.000210281
internal_weight=0 0.00657972 0.00373894 0.00260298 0.00284078
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=7
num_cat=0
split_feature=42 457 160 1 12 1
split_gain=2.17205e-05 2.10038e-05 3.32443e-05 2.99968e-05 5.49876e-05 5.97817e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 -1.0000000180025095e-35 0.122185 0.092355000000000007 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00026255920810363214 -0.0002831636683314644 0.00029485964460332597 -0.00012804272312810623 0.00036924341614431996 -0.00038618336654317273 0.00050320626175092277
leaf_weight=0.0010739790449089456 0.0013095159474625874 0.0010337181414447312 0.0012982391961393997 0.0010104490599636422 0.0010591717729188407 0.0010379646444020668
leaf_count=862 749 243 508 179 392 188
internal_value=0 3.76559e-05 -8.86386e-06 7.26646e-05 -1.5596e-05 0.000152418
internal_weight=0 0.00674906 0.00571534 0.00440582 0.00339538 0.0023362
internal_count=3121 2259 2016 1267 1088 696
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=6
num_cat=0
split_feature=52 12 4 48 2
split_gain=1.46837e-05 3.12877e-05 3.82276e-05 2.96125e-05 2.30003e-05
threshold=0.11434500000000002 0.095110000000000014 0.08184000000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.000129639013978183 -0.00022222695210435492 0.00025048283715756756 -0.00030208075306787236 0.00032604006917327571 -0.00027663924993353911
leaf_weight=0.0011125306924624195 0.0010176618581646283 0.001812387497031393 0.0015786674221783524 0.0011312604657764168 0.0010333156013001697
leaf_count=1059 501 558 339 367 297
internal_value=0 3.06374e-05 -5.14186e-05 6.93319e-05 -6.60011e-05
internal_weight=0 0.00666816 0.00485577 0.00327711 0.00214585
internal_count=3121 2620 2062 1723 1356
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=5
num_cat=0
split_feature=15 12 16 1
split_gain=9.92452e-06 2.32346e-05 2.93626e-05 5.14132e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 0.090540000000000023
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0066255808637858699 -0.01645830425384287 0.011380802396704857 -0.010681914077282867 0.017493560693272788
leaf_weight=0.0017264230941521821 0.0010675164298118538 0.0017982557425713216 0.0013098388368005395 0.0012810344205777455
leaf_count=484 296 1018 1007 316
internal_value=0 0.0020735 -0.00250144 0.0032492
internal_weight=0 0.00545665 0.00365839 0.00259087
internal_count=3121 2637 1619 1323
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=6
num_cat=0
split_feature=4 151 1 4 13
split_gain=2.5006e-05 2.87721e-05 3.97943e-05 5.44486e-05 2.88989e-05
threshold=0.27287000000000006 -0.012764999999999997 0.080585000000000004 0.0061450000000000003 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00024536039270541069 0.00021130770307537368 -0.00016173515346512674 -0.00063019691141342484 -6.0620438095601889e-05 0.00028479059972763712
leaf_weight=0.0010240300198135557 0.0017648544094200106 0.0010351867944505778 0.0010290992805842866 0.0017300701450858533 0.0012069663361788164
leaf_count=463 352 816 666 194 630
internal_value=0 -5.40798e-05 -0.000115391 -0.000273058 7.86327e-05
internal_weight=0 0.00602535 0.00500132 0.00275917 0.00224215
internal_count=3121 2769 2306 860 1446
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=6
num_cat=0
split_feature=0 15 15 150 15
split_gain=8.15586e-06 1.99678e-05 3.51207e-05 2.4802e-05 3.7102e-05
threshold=0.056435000000000006 1.0000000180025095e-35 -0.037864999999999989 0.081835000000000019 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0045239215020688468 0.0069103233855675773 -0.013697556819682103 0.016438728318031944 0.0082848846199608823 -0.020579981051841015
leaf_weight=0.0010514008107676651 0.0013766266236220582 0.0011123207784395099 0.0011443021873687995 0.0011607727795654929 0.0013378585385437956
leaf_count=315 204 1187 413 237 765
internal_value=0 -0.00165069 0.00120381 -0.00370695 -0.00953293
internal_weight=0 0.00580666 0.00469433 0.00355003 0.00238926
internal_count=3121 2917 1730 1317 1080
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=1.28855e-05 2.80456e-05 5.15489e-05 5.57999e-05 5.03439e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.10836499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00015526004366666414 -0.00020988765415619963 -0.00013152369180417529 -0.00062396430734453108 2.6615717194209442e-05 0.00038976301689036037
leaf_weight=0.001807778005284678 0.0010381113946725026 0.0012332022504323733 0.0010182899494301822 0.0010092076430905401 0.0016862310314450391
leaf_count=870 501 751 118 227 654
internal_value=0 2.47524e-05 -8.54802e-05 -0.000300131 0.000169566
internal_weight=0 0.00675471 0.00383528 0.0020275 0.00291943
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=6
num_cat=0
split_feature=52 13 0 3 3
split_gain=2.12305e-05 3.72737e-05 2.26439e-05 3.1546e-05 2.47628e-05
threshold=0.11434500000000002 -0.15078499999999997 -0.084044999999999995 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00033766011884175327 -0.00025343458069540552 -0.00032807458216882061 -0.00013533029028827478 0.00010427178660818034 0.00025487790746459222
leaf_weight=0.0013469457407378049 0.0010520154864916845 0.0016086327525038717 0.0010273606033217374 0.0010874811533940695 0.0015975835604383308
leaf_count=190 501 1027 174 110 1119
internal_value=0 4.62819e-05 -2.74761e-05 -0.000153687 0.000102157
internal_weight=0 0.006668 0.00532106 0.00269611 0.00262494
internal_count=3121 2620 2430 1137 1293
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=6
num_cat=0
split_feature=52 15 3 3 48
split_gain=1.74584e-05 2.91046e-05 5.26172e-05 4.96301e-05 4.93953e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00026608780315879352 -0.00023910528022874964 -0.00012510156255289508 0.00041777919012186884 -0.00050062306495711657 4.2883457254196511e-05
leaf_weight=0.001133406735647339 0.0010058802300267865 0.0011872947838515431 0.0016270187017836939 0.0012742103760888782 0.001297555792543408
leaf_count=118 501 751 654 679 418
internal_value=0 3.84282e-05 0.00018875 -7.57508e-05 -0.000226403
internal_weight=0 0.00651949 0.00281431 0.00370517 0.00257177
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=6
num_cat=0
split_feature=52 15 3 3 1
split_gain=1.66823e-05 3.09634e-05 5.48919e-05 4.97703e-05 4.5139e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025285949772913577 -0.00024018815123323076 -0.00013590652364716018 0.00041770699474593938 -1.1446644550916875e-05 -0.00053509892590879681
leaf_weight=0.0011429997823256162 0.0010159830504828937 0.0011892831702825766 0.0016355374369177503 0.0014579941454322836 0.0011183325698377934
leaf_count=118 501 751 654 809 288
internal_value=0 2.98671e-05 0.000184629 -8.76743e-05 -0.000238754
internal_weight=0 0.00654415 0.00282482 0.00371933 0.00257633
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=2.01129e-05 2.83752e-05 2.41237e-05 5.9633e-05 5.6159e-05 3.74752e-05
threshold=0.11434500000000002 -0.15078499999999997 0.097915000000000016 0.086615000000000011 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00029844068316474084 -0.00025646564942385599 0.00062146601640674097 -0.00029463146219264874 -0.00036803586542834055 -0.00019197079548118935 9.9852845226141781e-05
leaf_weight=0.0013070993501212991 0.0010166311412392092 0.0010512587188211101 0.0010228234561914795 0.0010348858914118629 0.0010724455917835883 0.0010670543425564728
leaf_count=190 501 491 136 233 907 663
internal_value=0 3.99435e-05 -2.44337e-05 4.09681e-05 0.000173624 0.000358715
internal_weight=0 0.00655557 0.00524847 0.00422564 0.00319076 0.00211831
internal_count=3121 2620 2430 2294 2061 1154
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=6
num_cat=0
split_feature=51 12 2 52 52
split_gain=8.73825e-06 2.45918e-05 3.80419e-05 2.50963e-05 2.36854e-05
threshold=-0.076794999999999988 0.098810000000000023 0.086590000000000014 0.091275000000000009 -0.012859999999999998
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0078580471252134403 -0.010081879344473996 -0.010632228018649452 0.016014668976337368 0.022752936897790527 -0.0041734477188643936
leaf_weight=0.0011865418620025788 0.0012488259489004381 0.0013028431049242443 0.0010172051101286111 0.0011001828266440886 0.0013556828077650569
leaf_count=537 995 387 408 369 425
internal_value=0 0.0015307 0.00488664 0.0102689 0.00448076
internal_weight=0 0.00602474 0.0047219 0.00347307 0.00237289
internal_count=3121 2584 2197 1202 833
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=6
num_cat=0
split_feature=2 16 4 1 13
split_gain=1.99829e-05 4.24713e-05 3.23157e-05 3.72099e-05 2.13492e-05
threshold=-1.0000000180025095e-35 -0.5048999999999999 0.098655000000000007 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00026103207918680898 0.00033661109748706861 -6.7901815423851243e-05 -0.00037046030486169012 -0.00022071997064756173 0.00029352097882311595
leaf_weight=0.0010177468052664368 0.0010162454795314343 0.0011101010639762577 0.0012988132112401992 0.0019922334529719498 0.0014479798959117632
leaf_count=199 189 952 276 807 698
internal_value=0 -3.33806e-05 -9.76641e-05 -1.97989e-05 0.000136678
internal_weight=0 0.00686537 0.00584913 0.00455031 0.00255808
internal_count=3121 2922 2733 2457 1650
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=6
num_cat=0
split_feature=150 0 2 47 1
split_gain=7.69473e-06 1.88913e-05 2.83528e-05 2.23569e-05 2.95841e-05
threshold=0.10605000000000002 -0.060129999999999996 0.093175000000000022 0.092530000000000015 0.090740000000000015
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.011968530159493869 -0.0079414610892884398 0.020130979816355282 -0.0012792171885171134 -0.015955334947751146 0.0098361600826204019
leaf_weight=0.001002423003436692 0.001045086741447398 0.0010915193755307849 0.0014273381552217818 0.0010051410990898949 0.001640655321482149
leaf_count=1621 182 193 352 269 504
internal_value=0 0.0013378 0.00799866 -0.00326108 0.00156644
internal_weight=0 0.00616708 0.00251886 0.00364822 0.00264308
internal_count=3121 2939 545 2394 2125
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=6
num_cat=0
split_feature=52 15 3 3 1
split_gain=2.53072e-05 3.31008e-05 5.75525e-05 5.29766e-05 4.90647e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027037964087949027 -0.00029001263546633399 -0.00012791471320476859 0.00043403040709573903 2.0197167482468685e-07 -0.00054298139197302782
leaf_weight=0.0011470846779564332 0.0010274176340658719 0.0012050778013930766 0.0016741770858119879 0.0014740678604281167 0.0011290437261545659
leaf_count=118 501 751 654 809 288
internal_value=0 4.07112e-05 0.000198835 -8.06901e-05 -0.000235392
internal_weight=0 0.00662945 0.00287925 0.0037502 0.00260311
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=6
num_cat=0
split_feature=52 4 2 16 1
split_gain=8.9798e-06 2.90141e-05 3.29305e-05 2.8199e-05 4.01988e-05
threshold=-0.088204999999999992 -0.0016099999999999997 0.099515000000000006 -0.48836499999999994 0.11039500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0076198170746076743 0.019768212574310075 0.0066338075020974585 -0.0038635707702497518 -0.025751600123040681 0.0020771254746106203
leaf_weight=0.0012758809293853179 0.0014288886827328188 0.0014247093204020284 0.0010039830735070203 0.0010231983909892903 0.001053526045305367
leaf_count=680 1323 274 223 409 212
internal_value=0 0.00162752 0.010016 -0.00420098 -0.011634
internal_weight=0 0.00593431 0.00243287 0.00350143 0.00207672
internal_count=3121 2441 1546 895 621
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.86569e-05 4.19079e-05 3.7913e-05 3.10095e-05 1.60846e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=9.2122757839155887e-05 -0.00030680737442500086 0.00029983069494244409 -0.00032104838895478265 0.00034963490823794344 -0.00022673128569180524
leaf_weight=0.0012836144871055772 0.0010296667207285917 0.0018045431312358057 0.0014094889867460646 0.0010095746026221233 0.0011560808585909519
leaf_count=569 501 558 310 275 908
internal_value=0 4.4671e-05 -5.00954e-05 6.06253e-05 -5.89703e-05
internal_weight=0 0.0066633 0.00485876 0.00344927 0.0024397
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.91629e-05 3.12859e-05 3.75108e-05 2.99505e-05 3.10822e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009 0.0067750000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00015571782512535602 -0.00025262215616517875 0.00025235281612318174 -0.00031574642186816084 -3.3606104144960732e-05 0.00044808729629288997
leaf_weight=0.001439688453308054 0.001040059565892708 0.0018282253138089365 0.0014284523496414436 0.0010065823631471979 0.0010546463335330573
leaf_count=1094 501 558 310 527 131
internal_value=0 3.32796e-05 -4.79712e-05 6.12871e-05 0.000212857
internal_weight=0 0.00675759 0.00492937 0.00350092 0.00206123
internal_count=3121 2620 2062 1752 658
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.75733e-05 3.89796e-05 3.25425e-05 3.3698e-05 2.30013e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.09253500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00010598106017689071 -0.00030361876868363922 0.0002839319532912366 -0.00030317008759300995 0.000353000841355609 -0.00027409127403510018
leaf_weight=0.001300224821702179 0.001032115725192159 0.0018379836732338528 0.0014028846825301609 0.0010065071271271875 0.0011568574548996902
leaf_count=569 501 558 310 275 908
internal_value=0 4.06539e-05 -5.12281e-05 5.0818e-05 -7.29668e-05
internal_weight=0 0.00670446 0.00486647 0.00346359 0.00245708
internal_count=3121 2620 2062 1752 1477
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=6
num_cat=0
split_feature=457 15 3 3 15
split_gain=8.50329e-06 1.88961e-05 2.66373e-05 5.2447e-05 9.34966e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.13927999999999999 -0.053259999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.015253631352308981 0.0085222248043981003 -0.013904376009209586 -0.019912176665669579 -0.0085916921068905708 0.028691094781472734
leaf_weight=0.0010512673758824777 0.0010038231542709355 0.0010114409306978683 0.0012280003220678549 0.001886024747120919 0.0010455043303456519
leaf_count=200 289 1167 873 478 114
internal_value=0 -0.00139619 0.00103171 -0.0025627 0.00470489
internal_weight=0 0.00622224 0.0052108 0.00415953 0.00293153
internal_count=3121 2832 1665 1465 592
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=6
num_cat=0
split_feature=52 13 3 15 1
split_gain=3.54082e-05 3.11092e-05 2.58217e-05 3.39212e-05 3.63946e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.097454999999999986 0.089175000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025768409109454271 -0.00033628175594464256 0.00032735327982258417 -0.00030673115291424233 0.00011293578500851879 -0.00036932376481068084
leaf_weight=0.0019971648760576518 0.0010387086119524993 0.0011181253733853593 0.0010423809388563771 0.0014753409772226009 0.0010159265275009408
leaf_count=776 501 261 133 985 465
internal_value=0 5.29922e-05 -3.4889e-05 4.36181e-05 -8.37273e-05
internal_weight=0 0.00664894 0.00465177 0.00360939 0.00249127
internal_count=3121 2620 1844 1711 1450
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=6
num_cat=0
split_feature=2 13 13 0 1
split_gain=2.87594e-05 2.24402e-05 3.04658e-05 3.96665e-05 3.3474e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 -0.084034999999999985 -0.11756999999999999 0.083345000000000016
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00030992882396990539 -0.00017426862994382092 0.00018829490328171392 -3.79919034868541e-05 -0.00047597645825612486 0.00031278744010120236
leaf_weight=0.0010083652212807747 0.0010395693789326597 0.0012817604941146423 0.001918687300676571 0.0013574489330620996 0.0011346337993924939
leaf_count=199 560 205 274 1584 299
internal_value=0 -4.51456e-05 -0.000100044 -0.000219468 7.99074e-05
internal_weight=0 0.0067321 0.00545034 0.00327614 0.0021742
internal_count=3121 2922 2717 1858 859
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=5
num_cat=0
split_feature=1 42 0 49
split_gain=9.02209e-06 2.39729e-05 2.48436e-05 3.6664e-05
threshold=0.077565000000000009 0.086375000000000021 -0.10151999999999999 -0.006494999999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0057273923129124195 -0.0095814307087880978 0.015336113015561951 -0.01115581529725825 0.014794498108160296
leaf_weight=0.0019987726148882881 0.0010462506657522254 0.0010938456070432806 0.0015823004818684926 0.0015041460076774516
leaf_count=1636 167 532 567 219
internal_value=0 0.00217199 -0.0013123 0.00479475
internal_weight=0 0.00522654 0.0041327 0.0025504
internal_count=3121 1485 953 386
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=6
num_cat=0
split_feature=52 0 2 0 16
split_gain=1.764e-05 2.65895e-05 4.26597e-05 3.49085e-05 2.33075e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10699500000000002 -0.053834999999999994 0.15273500000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00015644576276180636 -0.00023913745430686182 0.00022190420093823733 0.00047313601482792066 5.3167235444165088e-05 -0.00036754302563599887
leaf_weight=0.0019828609287384181 0.0010474254627502299 0.001737192904912933 0.0010026860039495994 0.0010136969032325137 0.001011418776588933
leaf_count=232 501 1669 456 112 151
internal_value=0 3.4358e-05 0.000113757 1.79799e-05 -0.000156951
internal_weight=0 0.00674786 0.00476499 0.00376231 0.00202512
internal_count=3121 2620 2388 1932 263
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=5
num_cat=0
split_feature=42 49 3 12
split_gain=9.49993e-06 2.79885e-05 2.05117e-05 3.93271e-05
threshold=0.092145000000000019 -0.0020949999999999996 0.092670000000000016 0.079890000000000017
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0084547666053901363 -0.0090405799115002763 0.025866755896505639 -0.0021633220241103071 0.00051473320200893494
leaf_weight=0.0019581766385750893 0.0010039246158014201 0.0011097196173778946 0.0017910912286499192 0.0013639269604271813
leaf_count=572 649 251 231 1418
internal_value=0 0.00144245 0.00598682 0.0118881
internal_weight=0 0.00622291 0.00426474 0.00247365
internal_count=3121 2472 1900 1669
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=6
num_cat=0
split_feature=1 42 3 2 2
split_gain=1.00133e-05 2.00468e-05 2.24302e-05 2.11461e-05 4.27136e-05
threshold=0.12500000000000003 0.088795000000000013 -0.12018999999999998 0.10613000000000002 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013204914356499359 0.0076819973693849006 -0.014569504893850138 -0.010317747025215684 -0.013383814946227077 0.016183022218227882
leaf_weight=0.0011299139061659537 0.0013705601405752735 0.0010177438355174259 0.0012520277006236786 0.001264588687635692 0.0011827597190733658
leaf_count=249 279 821 1095 263 414
internal_value=0 -0.00181461 0.000873403 -0.00289306 0.00255567
internal_weight=0 0.00584703 0.00482929 0.00369938 0.00243479
internal_count=3121 2842 2021 1772 1509
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=6
num_cat=0
split_feature=16 160 16 151 2
split_gain=8.97547e-06 5.09008e-05 3.17752e-05 2.29459e-05 3.26576e-05
threshold=-0.056919999999999991 -0.063384999999999983 0.23311500000000004 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0096084580975740203 0.015000494519372898 -0.022674197495453307 0.00065046968744197475 -0.0032197509577289295 0.018265787438414682
leaf_weight=0.0010158934760720003 0.0010086098038019427 0.0012595252143886672 0.0010890832171509357 0.0013658476579858922 0.001467581221073262
leaf_count=207 520 564 389 897 544
internal_value=0 -0.00378905 -0.0118582 0.00328569 0.00790873
internal_weight=0 0.00335722 0.00234861 0.00384932 0.00283343
internal_count=3121 1473 953 1648 1441
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=6
num_cat=0
split_feature=160 16 2 0 16
split_gain=1.1065e-05 2.51317e-05 3.52054e-05 3.02064e-05 2.9991e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.098035000000000011 -0.15599999999999997 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0075649773501256347 -0.0047158299758324959 -0.018770768917750966 0.0067919456606815188 0.0031157250680398586 0.026530080171589865
leaf_weight=0.0015268063046786299 0.0013172677929087729 0.0011191107802725549 0.001038908889458315 0.0011304039896572276 0.00106005386750077
leaf_count=970 137 478 344 227 965
internal_value=0 0.00202674 -0.00646443 0.00725066 0.0144469
internal_weight=0 0.00566575 0.00215802 0.00350773 0.00219046
internal_count=3121 2151 822 1329 1192
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=6
num_cat=0
split_feature=457 1 0 4 52
split_gain=1.04917e-05 1.98263e-05 3.75253e-05 1.99839e-05 1.65205e-05
threshold=0.045365000000000009 0.111945 -0.084044999999999995 0.24564500000000003 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=-0.016889977059791571 0.0094770421876567128 -0.0039813553023366251 0.011783067317029113 0.01478898512710352 -0.0056441756356219834
leaf_weight=0.0017251196902605139 0.0010033022559854223 0.001080421346163574 0.0010618447608582379 0.0011940548977482284 0.0011153071315733092
leaf_count=1104 289 193 887 261 387
internal_value=0 -0.00154824 -0.00587361 0.0058727 0.00285547
internal_weight=0 0.00617675 0.00390227 0.00227448 0.00217715
internal_count=3121 2832 2378 454 1274
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=5
num_cat=0
split_feature=160 3 1 3
split_gain=9.23332e-06 1.97111e-05 5.08002e-05 5.17207e-05
threshold=-1.0000000180025095e-35 -0.13309499999999996 0.094385000000000011 0.0051600000000000005
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0069205017222956147 -0.0090822173173225502 -0.007063774138123995 0.031555226328448642 0.0021082464530700552
leaf_weight=0.0015217991294180847 0.0012755209994492105 0.0019328686434287698 0.0010383130278090215 0.0014016342694429516
leaf_count=970 222 1363 329 237
internal_value=0 0.00185564 0.00504614 0.0146393
internal_weight=0 0.00564834 0.00437282 0.00243995
internal_count=3121 2151 1929 566
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=6
num_cat=0
split_feature=42 160 16 15 16
split_gain=1.06551e-05 2.62445e-05 3.13607e-05 4.88046e-05 2.51689e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00018660031136485901 -0.00021011642894866044 -7.2635386213984416e-05 -0.00021503021339477408 0.00014434334659102542 0.00055932971663150816
leaf_weight=0.0010295452206873241 0.0013904205195300768 0.0017616303725793009 0.0010074944608648171 0.0010665357516890296 0.0011875471558787467
leaf_count=862 828 272 311 196 652
internal_value=0 2.82881e-05 9.42783e-05 0.00017188 0.000362976
internal_weight=0 0.00641363 0.00502321 0.00401571 0.00225408
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=457 52 3 12 0
split_gain=9.17085e-06 1.90446e-05 2.76237e-05 6.27248e-05 1.67761e-05
threshold=0.045365000000000009 -0.081934999999999994 0.090900000000000009 0.09334000000000002 -0.072894999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0091970340729613711 0.0088633064468160837 0.0027271720679722319 -0.015048892721474728 -0.017218356383582073 0.020886696122765169
leaf_weight=0.0013201946141677429 0.0010027382001060493 0.0010346880217319044 0.0016109395664650082 0.0011935096409151618 0.0010007763736309611
leaf_count=656 289 1208 211 577 180
internal_value=0 -0.00144909 -0.00435306 0.000983102 0.0116557
internal_weight=0 0.00616011 0.00483991 0.00322897 0.00203546
internal_count=3121 2832 2176 1965 1388
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=6
num_cat=0
split_feature=12 160 4 0 52
split_gain=9.12562e-06 4.39828e-05 3.06261e-05 5.01134e-05 4.37015e-05
threshold=-0.029094999999999999 -1.0000000180025095e-35 0.053180000000000012 -0.11437499999999999 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0086703791507481334 -0.014779985899268154 -0.014595406329823668 -0.00097024888207955474 0.02882401859384532 0.011629779445778088
leaf_weight=0.0010387415843286004 0.0013091497649034356 0.0012855344225443865 0.0010966740883814391 0.0011634247637591611 0.0012564658696246243
leaf_count=399 872 878 133 213 626
internal_value=0 0.00146792 0.00589743 0.0143669 -0.00163276
internal_weight=0 0.00611125 0.0048021 0.0022601 0.002542
internal_count=3121 2722 1850 346 1504
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=6
num_cat=0
split_feature=13 51 52 43 4
split_gain=2.3806e-05 3.89448e-05 3.91928e-05 4.06455e-05 0.000106799
threshold=-0.23438999999999996 0.08955500000000001 -0.088204999999999992 -0.00067499999999999993 0.08184000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.000267256661676511 -0.00031825141495740082 -0.00040653525221203839 -0.00014890898228358789 0.00063627233460563282 -0.00011679477008051302
leaf_weight=0.0010510865935470471 0.0011106122148611952 0.0010025890496635848 0.0016992466595525785 0.0013511289555215187 0.0015599928361497511
leaf_count=169 586 363 1371 443 189
internal_value=0 -5.00609e-05 1.24105e-05 9.20651e-05 0.000232724
internal_weight=0 0.00672357 0.00572098 0.00461037 0.00291112
internal_count=3121 2952 2589 2003 632
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=6
num_cat=0
split_feature=3 0 4 47 12
split_gain=9.24051e-06 2.2573e-05 3.2573e-05 2.56623e-05 4.68892e-05
threshold=0.13524500000000003 -0.17169499999999996 0.25615500000000008 0.084635000000000016 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0092705747947195837 0.0081337003943647134 0.0072867303717314997 -0.019293599054572001 0.013380352828493189 -0.021116016621799856
leaf_weight=0.0014481075675154536 0.0011660552139363227 0.0012665414512453412 0.0011881135586595615 0.0010014531799856499 0.0010742056161659878
leaf_count=173 192 479 254 313 1710
internal_value=0 -0.00159781 -0.00507188 -1.62171e-05 -0.00574774
internal_weight=0 0.00597842 0.00453031 0.0033422 0.00234075
internal_count=3121 2929 2756 2502 2189
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=5
num_cat=0
split_feature=457 4 16 0
split_gain=8.82332e-06 1.74717e-05 3.41921e-05 2.42459e-05
threshold=0.045365000000000009 0.27834500000000006 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.01649999231470059 0.0086945528920791687 0.0082387711716814162 0.011382715962473438 -0.0062831195334003892
leaf_weight=0.0015562400067756174 0.0010011308942277711 0.0014320568798157048 0.0014066130413760091 0.0017354288263259363
leaf_count=764 289 303 1406 359
internal_value=0 -0.00143098 -0.00437836 0.00162543
internal_weight=0 0.00613034 0.00469828 0.00314204
internal_count=3121 2832 2529 1765
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=5
num_cat=0
split_feature=51 52 2 16
split_gain=9.70443e-06 2.37594e-05 2.11692e-05 4.64103e-05
threshold=-0.076794999999999988 -0.046924999999999988 0.11018500000000002 -0.15241499999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0083181206609774655 0.013850482898709061 0.0057870662798663389 0.0075676703982639516 -0.018829203045577021
leaf_weight=0.0011739162967589669 0.0012553931433539915 0.0015298628993380106 0.0016305240703735342 0.0015337235577999571
leaf_count=537 602 286 336 1360
internal_value=0 0.00163067 -0.00163739 -0.00653658
internal_weight=0 0.0059495 0.00469411 0.00306359
internal_count=3121 2584 1982 1646
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.65427e-05 3.61947e-05 5.85137e-05 4.76059e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016232410608298169 -0.00023934812742985647 -9.8930954249883799e-05 -0.00032814395052366898 0.00041166105833249298
leaf_weight=0.0017633428192271958 0.0010193993707812475 0.001221143406005161 0.0019912106624836124 0.0016515794895767657
leaf_count=870 501 751 345 654
internal_value=0 2.89578e-05 -9.77934e-05 0.000194617
internal_weight=0 0.00662728 0.00375455 0.00287272
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=9.00562e-06 2.17373e-05 2.55417e-05 4.43015e-05 1.45335e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0027752788977732814 -0.0052143323105859288 -0.015274240262435233 -0.0093952896053055637 0.021359655306896999 0.013896581272748523
leaf_weight=0.0010533614967872746 0.0013485763711082049 0.0010284727390204029 0.0014817432800048463 0.0011730203812804864 0.0010382640054841553
leaf_count=632 284 108 1080 727 290
internal_value=0 -0.00230676 0.00102464 0.00714761 0.00550048
internal_weight=0 0.00503181 0.00400334 0.0025216 0.00209163
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=5
num_cat=0
split_feature=51 47 3 1
split_gain=8.77512e-06 2.37737e-05 4.14143e-05 4.16691e-05
threshold=0.08955500000000001 0.077555000000000013 -0.13309499999999996 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.010873323603735337 -0.0085721865177134822 -0.0087225942701143842 -0.0017368095083272342 0.021094795986362491
leaf_weight=0.0011678668410417146 0.0010250228793261236 0.0016729237048233097 0.0014233909060635435 0.0018232973617307686
leaf_count=229 409 363 1316 804
internal_value=0 0.00142901 0.00527603 0.0110851
internal_weight=0 0.00608748 0.00441456 0.00324669
internal_count=3121 2712 2349 2120
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=6
num_cat=0
split_feature=51 12 2 12 1
split_gain=8.56021e-06 1.91181e-05 3.21963e-05 2.93962e-05 3.3843e-05
threshold=-0.076794999999999988 0.098810000000000023 0.086590000000000014 1.0000000180025095e-35 0.10587000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0078088721253394069 -0.0094349586739830953 -0.0093031070436342123 -0.008872393719550925 0.023420605760453829 0.014982884452377707
leaf_weight=0.0011746590058072225 0.0012207339162362677 0.0012768245332068157 0.0011627329004750822 0.00104923401058755 0.0012173332671459652
leaf_count=537 995 387 195 734 273
internal_value=0 0.00153549 0.00451159 0.00947617 0.00332887
internal_weight=0 0.00592686 0.00465003 0.0034293 0.00238007
internal_count=3121 2584 2197 1202 468
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=5
num_cat=0
split_feature=15 12 16 4
split_gain=8.2374e-06 2.57767e-05 2.5891e-05 4.64825e-05
threshold=-0.11713499999999999 0.090455000000000021 -0.094359999999999986 -0.04890499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0060805678370790808 -0.016266410726894522 0.011703528834142369 -0.012433997514646022 0.014659208626368001
leaf_weight=0.0016987008474618585 0.0010414053137624548 0.0017922754190507137 0.0011536136797634985 0.0014038268126479389
leaf_count=484 296 1018 721 602
internal_value=0 0.00190517 -0.00297456 0.00243797
internal_weight=0 0.00539112 0.00359885 0.00255744
internal_count=3121 2637 1619 1323
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=7
num_cat=0
split_feature=147 151 4 16 2 4
split_gain=2.34983e-05 3.69559e-05 3.74293e-05 4.60233e-05 3.04675e-05 3.80045e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.083995000000000014 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00045638471206146838 0.00019056202438847745 -0.00049950343787145827 0.0002269395248949933 -0.00031106402866945245 -0.00018963556299224444 0.000321328907410923
leaf_weight=0.0010947578682902149 0.0010364750316880084 0.0010894469962240464 0.0013163957100694916 0.0010497688636607089 0.001011541373445073 0.0012527372279945749
leaf_count=412 183 392 316 563 171 1084
internal_value=0 -0.000126331 -6.31602e-05 -0.000149884 -3.49509e-05 9.30612e-05
internal_weight=0 0.00681465 0.00571989 0.00440349 0.00331405 0.00226428
internal_count=3121 2938 2526 2210 1818 1255
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=6
num_cat=0
split_feature=52 4 52 16 4
split_gain=9.10634e-06 2.78086e-05 2.41493e-05 2.38849e-05 5.59551e-06
threshold=-0.088204999999999992 -0.0016099999999999997 0.089325000000000015 -0.48836499999999994 0.10924000000000002
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.0077649719255998735 0.020393091350004527 0.0058414561596754587 0.00028044048476661088 -0.0058090391895855914 -0.016315966001020036
leaf_weight=0.0012677155366608442 0.0011400589998622275 0.0014044596775605084 0.0012532509208331094 0.0010018259089797808 0.0010259014684778946
leaf_count=680 1014 274 532 393 228
internal_value=0 0.00158727 0.00986115 -0.00418221 -0.0111249
internal_weight=0 0.0058255 0.00239331 0.00343219 0.00202773
internal_count=3121 2441 1546 895 621
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=5
num_cat=0
split_feature=159 52 0 4
split_gain=1.20311e-05 2.76142e-05 2.31434e-05 2.59244e-05
threshold=0.076905000000000015 -0.0064899999999999992 -0.14001499999999997 -0.083854999999999985
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00025346445776295738 0.00019348234308117003 0.00025230695393032567 0.00014386818482687834 -0.00020103538522039575
leaf_weight=0.0016666172402154582 0.0010158100853573304 0.00139386417354459 0.0015078225455191015 0.0018857021555064904
leaf_count=817 527 202 346 1229
internal_value=0 -3.60879e-05 3.95866e-05 -4.77866e-05
internal_weight=0 0.00645401 0.00478739 0.00339352
internal_count=3121 2594 1777 1575
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=6
num_cat=0
split_feature=51 3 47 1 4
split_gain=7.74788e-06 1.73003e-05 4.47044e-05 6.84971e-05 2.42814e-05
threshold=-0.076794999999999988 -0.13309499999999996 0.077555000000000013 0.10557500000000002 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074978332096500514 -0.0080598352011203387 0.011176278095996009 -0.011246355119064182 0.032308569636918735 -0.010033602995397801
leaf_weight=0.0011744105669263521 0.0014585471322934133 0.0011028868772876778 0.0012853934785108561 0.0010133928357927437 0.0010571087635719602
leaf_count=537 249 562 327 331 1115
internal_value=0 0.00139407 0.00448662 0.0108593 0.000796095
internal_weight=0 0.00591733 0.00445878 0.00317339 0.00216
internal_count=3121 2584 2335 2008 1677
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=6
num_cat=0
split_feature=51 52 150 2 0
split_gain=8.27673e-06 1.97842e-05 3.4172e-05 5.14368e-05 4.39797e-05
threshold=0.08955500000000001 -0.088204999999999992 0.081835000000000019 0.10097500000000002 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010805174585823932 -0.0083882762196253909 -0.0041955204609315649 0.019638108321251273 -0.013421443319203405 0.024317132521193822
leaf_weight=0.0010983792634983551 0.0010229119206125684 0.0010996873594379913 0.0010931124503261742 0.0016974323811131654 0.0010647755518410759
leaf_count=600 409 716 280 403 713
internal_value=0 0.00133727 0.00402889 -0.000389308 0.00983086
internal_weight=0 0.00605339 0.00495501 0.0038619 0.00216446
internal_count=3121 2712 2112 1832 1429
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=6
num_cat=0
split_feature=150 151 4 1 13
split_gain=1.02334e-05 2.30399e-05 6.30985e-05 2.93241e-05 1.53915e-05
threshold=0.10605000000000002 -0.0096649999999999982 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01226122537766668 -0.0093346013251940831 -0.0035979717285431114 0.023950656320397737 -0.012407789746757865 0.013170787555060799
leaf_weight=0.0010125100045672514 0.0010182675460104935 0.0010216249692632908 0.0012307714361998292 0.0015990392689424469 0.0011791078707935492
leaf_count=444 182 826 319 678 672
internal_value=0 0.00150199 0.00427215 -0.00210185 0.00538639
internal_weight=0 0.00604305 0.00503054 0.00379977 0.00220073
internal_count=3121 2939 2495 2176 1498
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=6
num_cat=0
split_feature=150 151 4 1 13
split_gain=8.29993e-06 1.87004e-05 5.14376e-05 2.37895e-05 1.24915e-05
threshold=0.10605000000000002 -0.0096649999999999982 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011051776483876003 -0.0084084890520936921 -0.0032385960157818427 0.021680378169742626 -0.011184296594467033 0.011874376045246125
leaf_weight=0.0010110640118635291 0.001017425203518935 0.0010214991935318524 0.0012240643547790841 0.001596699917798948 0.001177165292838663
leaf_count=444 182 826 319 678 672
internal_value=0 0.00135578 0.00385504 -0.00189391 0.00485289
internal_weight=0 0.00603049 0.00501943 0.00379536 0.00219866
internal_count=3121 2939 2495 2176 1498
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=5
num_cat=0
split_feature=15 13 3 2
split_gain=9.87747e-06 2.16657e-05 2.03962e-05 4.66135e-05
threshold=-0.11713499999999999 0.11596500000000001 0.090900000000000009 0.084245000000000014
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0067430201751532848 0.0070528944911443644 0.014747288121595387 0.0073446280742143115 -0.01984943662990904
leaf_weight=0.0016780487241289978 0.0012554290568472658 0.0010742484992378471 0.0017066989835099232 0.0013225945440151587
leaf_count=484 751 167 245 1474
internal_value=0 0.00204871 -0.00113503 -0.00674872
internal_weight=0 0.00535897 0.00428472 0.00257802
internal_count=3121 2637 2470 2225
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=6
num_cat=0
split_feature=42 160 16 4 1
split_gain=1.60911e-05 2.61108e-05 2.7135e-05 4.9141e-05 2.58716e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 0.11039500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023381598442827033 -0.00020862379556415371 0.00052101536614894168 -0.00018910776700535082 0.00021501857184119528 -0.00016093565501682289
leaf_weight=0.0010156206698087224 0.0013579385529694163 0.0011117861639096589 0.0010050891140054585 0.0014635072494720196 0.0013555934344712029
leaf_count=862 828 654 311 264 202
internal_value=0 3.21592e-05 9.84011e-05 0.000171914 3.42371e-05
internal_weight=0 0.00629391 0.00493598 0.00393089 0.0028191
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=6
num_cat=0
split_feature=42 160 16 151 2
split_gain=2.79781e-05 5.18181e-05 3.99162e-05 5.66692e-05 4.23065e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00028976823911343173 -0.00027971320819665226 -0.00016269215988968565 -0.00019943418290151695 0.00010686681048485008 0.00056300299227991855
leaf_weight=0.0010940573931602499 0.0014550345632206169 0.0010869207745554761 0.0010759066295997323 0.0014287706356846998 0.001726369680615674
leaf_count=862 828 267 311 490 363
internal_value=0 4.81679e-05 0.000137878 0.000223431 0.000356447
internal_weight=0 0.006773 0.00531797 0.00424206 0.00315514
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
num_cat=0
split_feature=1 42 3 49 0
split_gain=8.83826e-06 1.73709e-05 2.22383e-05 2.48506e-05 3.11343e-05
threshold=0.12500000000000003 0.088465000000000002 -0.12018999999999998 -0.006494999999999999 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013335377247402606 0.007266813810983843 -0.013588865444810692 -0.015244384829483662 0.013152273337064098 -0.0093608186584029623
leaf_weight=0.0010886934851049141 0.0013388532698897495 0.0010198100677460964 0.001131840024647935 0.0013169111577832748 0.0011513271547249223
leaf_count=246 279 849 396 202 1149
internal_value=0 -0.0017607 0.000811928 -0.00297527 0.00265088
internal_weight=0 0.00570858 0.00468877 0.00360008 0.00246824
internal_count=3121 2842 1993 1747 1351
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=6
num_cat=0
split_feature=13 3 15 49 1
split_gain=9.85723e-06 2.36746e-05 3.15218e-05 3.82226e-05 1.51714e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 -0.0060549999999999988 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.002761803020113883 -0.0057754256436208266 -0.0161088456429162 -0.010545888448028212 0.019164964488146117 0.01436211690316487
leaf_weight=0.0010400097082572275 0.001119487871578852 0.0010115982784104222 0.0014745998104602779 0.0013622075009029433 0.0010296110136588006
leaf_count=632 257 108 1080 754 290
internal_value=0 -0.00245688 0.00103384 0.0079144 0.00575714
internal_weight=0 0.00496789 0.0039563 0.0024817 0.00206962
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=6
num_cat=0
split_feature=42 160 16 15 16
split_gain=1.73777e-05 2.88365e-05 2.86226e-05 4.88534e-05 2.40639e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00024085978267919506 -0.00021653161430695196 -6.6355983733689896e-05 -0.00018919003903197613 0.00015570704484474548 0.00056422917841838084
leaf_weight=0.0010160121235853062 0.0013705383702589122 0.0017391813362510906 0.0010147792886918564 0.0010457477600401286 0.0011797798955539632
leaf_count=862 828 272 311 196 652
internal_value=0 3.53291e-05 0.00010465 0.00017986 0.00037227
internal_weight=0 0.00635003 0.00497949 0.00396471 0.00222553
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=5
num_cat=0
split_feature=15 151 12 4
split_gain=1.04514e-05 1.92232e-05 2.86347e-05 2.57348e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.090455000000000021 -0.080924999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0069150997458084871 0.013977341572730367 0.0040651079989375517 0.009902208560841572 -0.015624781779820652
leaf_weight=0.0016816579405077 0.0010893932284380108 0.0011681197898259674 0.0015557925064525581 0.0015374884965560097
leaf_count=484 447 591 938 661
internal_value=0 0.00212272 -0.000907825 -0.00712387
internal_weight=0 0.00535079 0.0042614 0.00270561
internal_count=3121 2637 2190 1252
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=1.72117e-05 2.93246e-05 4.10056e-05 5.12642e-05 6.16347e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023607065247113166 -0.00021583754419366718 -0.00018420910993213516 -0.00024274406375600338 -1.7940735040327823e-05 0.00054828384264547629
leaf_weight=0.0010675370963118148 0.0014340684511398565 0.0010498843516448552 0.0010604494027842224 0.0012462317892781339 0.0018163180557793561
leaf_count=862 828 267 311 192 661
internal_value=0 3.22626e-05 0.000101043 0.000189693 0.000317872
internal_weight=0 0.00660695 0.00517288 0.00411243 0.00306255
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=6
num_cat=0
split_feature=52 15 15 15 0
split_gain=9.03705e-06 2.58998e-05 2.02793e-05 3.21857e-05 2.60079e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.016192362740119228 -0.012471001816433182 -0.0058292308169070025 0.016055021929178428 0.0070950533576617722 -0.013899190518300856
leaf_weight=0.0010885415704439824 0.0014209863588715995 0.0010484928141205275 0.0010786022177029044 0.0010464984730435907 0.0013529213049242443
leaf_count=516 367 437 445 1235 121
internal_value=0 0.00538791 -0.00240532 0.00170713 -0.00474263
internal_weight=0 0.00213703 0.00489901 0.00347802 0.00239942
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=6
num_cat=0
split_feature=42 160 16 15 16
split_gain=1.70778e-05 3.13449e-05 2.65498e-05 5.17814e-05 2.26657e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023925291694402114 -0.00022647486667558408 -7.4391683238519431e-05 -0.00017745288128966975 0.00016389885580804525 0.00055880525291912759
leaf_weight=0.0010269864752627637 0.0013994759818557303 0.0017626810999436466 0.0010179867753337263 0.0010471912045763266 0.001198059541070543
leaf_count=862 828 272 311 196 652
internal_value=0 3.30557e-05 0.000105322 0.000177145 0.00037462
internal_weight=0 0.00642539 0.00502592 0.00400793 0.00224525
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=6
num_cat=0
split_feature=42 43 0 3 52
split_gain=2.15122e-05 5.03551e-05 3.13933e-05 4.55822e-05 3.41585e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.11255999999999998 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0002601967650876629 0.00031565778067139689 -0.00018615088717360812 2.574619190662575e-05 -0.00054188569433644845 0.00025531764052499781
leaf_weight=0.0010941790818439672 0.0018139089323888071 0.0011514906692532637 0.0011526580720392697 0.0010298612538986527 0.0016244754799126402
leaf_count=862 1041 145 146 687 240
internal_value=0 3.61158e-05 -6.61461e-05 -0.000242101 7.21933e-05
internal_weight=0 0.00677239 0.00495849 0.00218252 0.00277597
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9609
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=8.16425e-06 1.76674e-05 2.40223e-05 2.68203e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.014646375637504289 0.006992179536432711 -0.010317011867591253 -0.013747902586903031 0.0055033435689164096
leaf_weight=0.0010816089593991204 0.0013370259635997013 0.0016764903151887433 0.0012694830092619097 0.0016831968867808422
leaf_count=160 279 1443 730 509
internal_value=0 -0.00168878 0.00189677 -0.00277359
internal_weight=0 0.00571078 0.00403429 0.00295268
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.19277e-05 3.07798e-05 5.37596e-05 5.23167e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00017256142792011338 -0.00026846851277529163 -0.00012133718255900529 0.0004227705461082393 -0.00029526520755441285
leaf_weight=0.0017320763034053537 0.0010034020551297198 0.0012004186916775776 0.0016685509984289905 0.0019578661435952329
leaf_count=870 501 751 654 345
internal_value=0 4.27752e-05 0.000195108 -7.56652e-05
internal_weight=0 0.00655891 0.00286897 0.00368994
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=8.58394e-06 2.0635e-05 2.455e-05 3.78918e-05 1.37318e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0027229745592131779 -0.0044089070224971223 -0.015018737180832117 -0.0092247491616645524 0.020377176740951977 0.013547276439548167
leaf_weight=0.0010431862744235488 0.0013342240782849091 0.0010138975307921808 0.0014798464147426325 0.0011470158000630535 0.0010317915933417731
leaf_count=632 284 108 1080 727 290
internal_value=0 -0.00228909 0.000969245 0.00704909 0.00536748
internal_weight=0 0.00497498 0.00396109 0.00248124 0.00207498
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=6
num_cat=0
split_feature=159 43 3 2 16
split_gain=1.20781e-05 2.33924e-05 3.55014e-05 6.46905e-05 3.41803e-05
threshold=0.076905000000000015 -0.15582499999999996 -0.13309499999999996 0.084055000000000005 -0.069144999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00021861515004112925 0.00019629542085176428 -0.00039234676634945407 0.00037397498160499424 -5.5491798551239815e-06 -0.00045000582610420459
leaf_weight=0.0011606531120512192 0.0010184875137448359 0.0011571299588285415 0.0012259384902338169 0.0018769745057169679 0.0010304486779924094
leaf_count=191 527 195 684 812 712
internal_value=0 -3.3469e-05 -8.87724e-05 -3.78705e-06 -0.000163073
internal_weight=0 0.00645114 0.00529049 0.00413336 0.00290742
internal_count=3121 2594 2403 2208 1524
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=1.4332e-05 2.95303e-05 5.29248e-05 5.18242e-05 5.05133e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00027436369030124717 -0.00021685894983111489 -0.00011954555755626884 8.4386551441515445e-06 -0.00055013430528445849 0.00040450858722485445
leaf_weight=0.0011183375320360958 0.0010139616343459506 0.0012290480036495435 0.0014599614227318927 0.0011351199316581983 0.0016653209068151593
leaf_count=118 501 751 809 288 654
internal_value=0 3.35048e-05 -8.22199e-05 -0.000235888 0.000181977
internal_weight=0 0.00660779 0.00371342 0.00259508 0.00289437
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=7.68861e-06 2.83392e-05 3.84784e-05 4.48008e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11039500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0069262807817019496 0.0074522533639761399 -0.016167757944303519 0.013524913938134495 -0.017257576677757951
leaf_weight=0.0015534750203707872 0.0011491523029618141 0.0010756080284289801 0.0017685825164968551 0.001511151427276703
leaf_count=790 553 458 1050 270
internal_value=0 -0.00148748 0.00177955 -0.00499865
internal_weight=0 0.00590882 0.00483321 0.00306463
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=6
num_cat=0
split_feature=159 42 43 1 4
split_gain=1.55231e-05 1.90748e-05 5.34116e-05 4.64465e-05 2.61684e-05
threshold=0.076905000000000015 0.083865000000000009 -1.0000000180025095e-35 0.11212500000000002 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00050616708495784487 0.00021656244309900172 0.00013985458055329082 -2.2352890720126002e-05 -0.00029632144933236255 0.00038473211290237786
leaf_weight=0.0010134709879725309 0.0010160039679025269 0.001615919231868739 0.0013536648788117325 0.0013161397472779349 0.0011008183657692475
leaf_count=699 527 1233 367 148 147
internal_value=0 -4.43328e-05 -0.000106546 8.64954e-07 0.000160222
internal_weight=0 0.00640001 0.00478409 0.00377062 0.00245448
internal_count=3121 2594 1361 662 514
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=6
num_cat=0
split_feature=52 12 4 48 2
split_gain=2.27022e-05 3.07197e-05 2.27862e-05 3.33183e-05 1.85817e-05
threshold=0.11434500000000002 0.095110000000000014 0.08184000000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.971609637322126e-05 -0.00027879845514857792 0.0002560540022567926 -0.00024103773723990206 0.00032135698773836779 -0.00028622782018335381
leaf_weight=0.0011134792887421733 0.0010096941464087456 0.0017915526155132923 0.0015437987159754567 0.0011242844178687328 0.0010241623802313582
leaf_count=1059 501 558 339 367 297
internal_value=0 3.69146e-05 -4.47796e-05 4.8105e-05 -9.56108e-05
internal_weight=0 0.00659728 0.00480572 0.00326193 0.00213764
internal_count=3121 2620 2062 1723 1356
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=6
num_cat=0
split_feature=2 13 2 0 2
split_gain=3.14742e-05 3.14109e-05 3.23994e-05 5.44591e-05 5.36996e-05
threshold=-1.0000000180025095e-35 0.11217000000000001 0.099185000000000009 -0.13027499999999997 0.11389000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.00032358589952100048 6.8039174014372631e-05 0.0002261355022199853 0.00032147812738723291 -0.00050436619804846805 -0.00021829097742385312
leaf_weight=0.0010016525870092542 0.0010824134918392837 0.0012935113420273212 0.0013190614510355326 0.0015600507513616343 0.0015312175738248193
leaf_count=199 183 205 395 1703 436
internal_value=0 -4.87578e-05 -0.000113494 -0.000269896 3.15051e-05
internal_weight=0 0.00678625 0.00549274 0.00264246 0.00285028
internal_count=3121 2922 2717 1886 831
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=5
num_cat=0
split_feature=1 150 12 0
split_gain=1.54466e-05 1.96143e-05 2.48526e-05 2.60579e-05
threshold=0.12500000000000003 0.081835000000000019 0.095330000000000012 -0.08824499999999999
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00018414793815676325 0.00018070840567505783 0.0001605093030958298 -0.00036076268468727323 0.00014927855513494951
leaf_weight=0.001906380610989179 0.0014284686641605491 0.0013737010762497094 0.00112044114944142 0.0017090137935944888
leaf_count=650 279 368 584 1240
internal_value=0 -4.57741e-05 -0.00010561 -2.65357e-05
internal_weight=0 0.00610954 0.00473584 0.00361539
internal_count=3121 2842 2474 1890
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=5
num_cat=0
split_feature=1 150 0 15
split_gain=1.03082e-05 1.59872e-05 2.42248e-05 2.80205e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 -0.0088349999999999974
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.017274150432320806 0.0078360995657599727 0.0079191151927037289 0.0065387393763598894 0.0021003821018808276
leaf_weight=0.0018747311878663971 0.0013454471262159843 0.0012887347621953951 0.0013354869415556549 0.0012403501001865122
leaf_count=1018 279 368 203 1253
internal_value=0 -0.00188893 -0.00472901 -0.00955968
internal_weight=0 0.0057393 0.00445057 0.00311508
internal_count=3121 2842 2474 2271
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=5
num_cat=0
split_feature=1 42 16 13
split_gain=8.35732e-06 1.47952e-05 2.20191e-05 2.63918e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.0039049999999999992
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.01373622751282514 0.0070568396896116495 -0.009600522083119881 0.010330596341380043 -0.0096210426272625871
leaf_weight=0.001087690062425992 0.001344662233290184 0.0016777680021295696 0.0010000550600254175 0.0019671128466510236
leaf_count=160 279 1443 510 729
internal_value=0 -0.00170275 0.0015651 -0.00289654
internal_weight=0 0.00573263 0.00405486 0.00296717
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=6
num_cat=0
split_feature=52 15 3 3 47
split_gain=1.76779e-05 3.45646e-05 5.11783e-05 4.90777e-05 5.91604e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.083310000000000009
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00024749660605617735 -0.00024710135483263024 -0.00011522233877230019 0.0004161926265269774 4.7360742569188085e-05 -0.00054640507901705453
leaf_weight=0.0011245354939805499 0.0010182331418449025 0.0012029706595233262 0.0016557463529315584 0.0013179376358599844 0.001263795702681095
leaf_count=118 501 751 654 799 298
internal_value=0 3.05702e-05 0.000192569 -9.43826e-05 -0.000243296
internal_weight=0 0.00656499 0.00285872 0.00370627 0.00258173
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=5
num_cat=0
split_feature=43 13 2 16
split_gain=8.52714e-06 2.43454e-05 2.18162e-05 2.20434e-05
threshold=-0.074359999999999996 -0.0062949999999999994 0.089885000000000007 -0.065229999999999996
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.01594280863197254 -0.011760603170607412 -0.0048378254476646827 0.0095447630007655434 -0.0073332427177230852
leaf_weight=0.0010732220138678166 0.001645620220532901 0.0011876366479957935 0.0018352271001881432 0.0013379564177368756
leaf_count=849 969 383 455 465
internal_value=0 0.00502667 -0.00241725 0.00242824
internal_weight=0 0.00226086 0.0048188 0.00317318
internal_count=3121 1232 1889 920
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=5
num_cat=0
split_feature=16 4 1 3
split_gain=8.72382e-06 2.55118e-05 2.06323e-05 1.97799e-05
threshold=0.0039400000000000008 -0.011209999999999999 0.11212500000000002 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.015951295230734172 0.013247790949932484 0.0080563693132013319 -0.0076968283863073032 -0.0043952205818010544
leaf_weight=0.001095964817769086 0.0013040660077297029 0.002020057895778948 0.0014129227182756898 0.0012393619667620535
leaf_count=1190 636 811 292 192
internal_value=0 -0.00266789 0.00157278 0.0046507
internal_weight=0 0.00452895 0.00343298 0.00254343
internal_count=3121 2293 1103 828
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=1.74548e-05 3.34941e-05 3.32474e-05 5.36336e-05 4.33828e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00023539996861868744 -0.00023077495741298122 0.00024631113800452136 -0.0002019103538924341 0.00057605920998538734 -0.0002298785090921293
leaf_weight=0.0010624928660541112 0.001424483281667493 0.0018707678374235317 0.0010537798276851976 0.0010290558164406495 0.0012121617230338925
leaf_count=862 828 572 311 351 197
internal_value=0 3.54211e-05 0.000108826 0.000188458 5.90805e-05
internal_weight=0 0.00659025 0.00516577 0.00411199 0.00308293
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=8.56226e-06 1.44099e-05 1.67918e-05 2.44708e-05
threshold=0.12500000000000003 0.075730000000000006 -0.016324999999999996 0.097845000000000015
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011246996245299462 0.0071456029857254258 -0.0095044119074820955 -0.013117462568728314 0.0056271809448660594
leaf_weight=0.0012324329739527911 0.0013454800473967181 0.0016802397587865675 0.001258887320426788 0.0015588721060882129
leaf_count=970 279 1443 218 211
internal_value=0 -0.00171887 0.00151099 -0.00274734
internal_weight=0 0.00573043 0.00405019 0.00281776
internal_count=3121 2842 1399 429
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=6
num_cat=0
split_feature=52 15 15 2 12
split_gain=7.62574e-06 2.35657e-05 1.59347e-05 3.39287e-05 1.38585e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 0.084100000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015212951912581624 -0.011117938462424792 -0.0057434170609615143 0.016781390128876379 -0.010964907816454456 0.00067064708537186368
leaf_weight=0.0010949126816114114 0.0014238315383377758 0.0010523228370575696 0.0011427311052125341 0.001353818003891919 0.0010021933623225415
leaf_count=516 367 437 263 316 1222
internal_value=0 0.0049426 -0.00219922 0.0014303 0.00925382
internal_weight=0 0.00214724 0.00492257 0.00349874 0.00214492
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=8.18209e-06 2.27092e-05 3.00453e-05 3.30444e-05
threshold=0.36766000000000004 0.098655000000000007 0.10774000000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0049267749003915956 0.0063534515407110276 -0.014705785411192718 0.015060767105179266 -0.015614871965952088
leaf_weight=0.0018820623825784666 0.0015645930915955198 0.0010982911327403685 0.0011746704733446357 0.0013411771787710746
leaf_count=1610 328 219 391 573
internal_value=0 -0.00184302 0.0013692 -0.00362052
internal_weight=0 0.0054962 0.00439791 0.00322324
internal_count=3121 2793 2574 2183
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=6
num_cat=0
split_feature=52 15 3 3 1
split_gain=1.69465e-05 3.46218e-05 5.41301e-05 4.85632e-05 4.52349e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=0.00027030693029958416 -0.00023816771735993164 -0.00010177553077419919 -1.8283972120421563e-05 0.00041762940384659189 -0.00054433716843702831
leaf_weight=0.0011128723282618795 0.0010071819279481708 0.0011996057724757148 0.0014403325604511255 0.0016358113261954266 0.0011149249016889767
leaf_count=118 501 751 809 654 288
internal_value=0 3.51592e-05 -9.06219e-05 0.00019788 -0.000247815
internal_weight=0 0.00650355 0.00366813 0.00283542 0.00255526
internal_count=3121 2620 1215 1405 1097
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=6
num_cat=0
split_feature=52 15 3 3 1
split_gain=2.52804e-05 2.94803e-05 5.46774e-05 5.26668e-05 5.21724e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027942348363881432 -0.00029456048252447906 -0.00012864297310641245 0.00042306372142643508 1.4664902334965174e-05 -0.00055164316644868751
leaf_weight=0.0011152051651228036 0.0010000936149553632 0.0011937929413047316 0.0016386239901970104 0.0014383713727670719 0.0011066726828486292
leaf_count=118 501 751 654 809 288
internal_value=0 4.03361e-05 0.000190533 -7.58911e-05 -0.000231585
internal_weight=0 0.00649267 0.00283242 0.00366025 0.00254504
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=6
num_cat=0
split_feature=52 15 3 47 3
split_gain=2.37617e-05 3.15031e-05 5.3601e-05 5.07841e-05 4.40857e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083310000000000009 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00027886394416864866 -0.00028466569079809632 -9.0284910337551141e-05 3.3974723239107008e-05 -0.00051944737872350452 0.00040254697178022562
leaf_weight=0.0011052405313677375 0.0010089110445469429 0.0012138557733775051 0.0012967205810971811 0.0012539619617693955 0.0016416045903522086
leaf_count=118 501 751 799 298 654
internal_value=0 3.87215e-05 -8.18124e-05 -0.000238098 0.000193044
internal_weight=0 0.00651138 0.00365592 0.00255068 0.00285546
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=2.48846e-05 2.94727e-05 5.42531e-05 5.15534e-05 4.56682e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00028874518399714714 -0.00028482310904074564 -9.4823371813385754e-05 2.871103122782998e-05 -0.00052794479732308855 0.00040451925193992324
leaf_weight=0.0011221479401999647 0.0010160085267359939 0.0012200219463128145 0.0013876502774892523 0.0011866484088527479 0.001665390987304392
leaf_count=118 501 751 799 298 654
internal_value=0 4.48759e-05 -7.10491e-05 -0.000227885 0.000193385
internal_weight=0 0.00658186 0.00369645 0.0025743 0.00288541
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=6
num_cat=0
split_feature=52 15 3 1 3
split_gain=2.36875e-05 3.13142e-05 5.79276e-05 4.85759e-05 4.46941e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00029297465868455085 -0.00028475795135885423 -9.3044112078914304e-05 -5.9778492440403925e-06 -0.00055144183441516452 0.00040412561707877357
leaf_weight=0.0011104195269585871 0.0010028938299851634 0.0012072151058946541 0.0014415737613778896 0.0011117970258116489 0.0016390443347155321
leaf_count=118 501 751 809 288 654
internal_value=0 3.89661e-05 -8.08955e-05 -0.000243486 0.000193256
internal_weight=0 0.00651005 0.00366379 0.00255337 0.00284626
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=6
num_cat=0
split_feature=13 0 0 4 1
split_gain=8.16071e-06 2.2538e-05 2.75642e-05 2.3434e-05 1.5623e-05
threshold=-0.084034999999999985 -0.019414999999999998 -0.098289999999999975 0.08184000000000001 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0033912128833831394 0.008660245260250091 0.0074890543231688131 -0.020008370959494447 -0.01156580756696729 0.013914544826058809
leaf_weight=0.0010484092933096449 0.0012412545611713399 0.0016171888046799645 0.001084192038304553 0.0010637276697550034 0.0010382609119653913
leaf_count=632 237 306 1501 155 290
internal_value=0 -0.00222417 -0.00685896 -0.000673888 0.00521958
internal_weight=0 0.00500636 0.00338917 0.00230498 0.00208667
internal_count=3121 2199 1893 392 922
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=5
num_cat=0
split_feature=1 12 49 1
split_gain=8.53416e-06 1.33745e-05 2.58031e-05 2.07606e-05
threshold=0.11588000000000001 0.092355000000000007 -0.006494999999999999 0.089875000000000024
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.011123663943456184 0.0056903515868203672 -0.011604624400309058 -0.001356347280552881 0.016276730914902889
leaf_weight=0.0012810293327041992 0.001905572103540398 0.0011583059849046076 0.001585315201325526 0.0011535645111813244
leaf_count=458 415 805 1167 276
internal_value=0 -0.00213692 0.000591128 0.00607037
internal_weight=0 0.00517822 0.00401991 0.00273888
internal_count=3121 2706 1901 1443
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=6
num_cat=0
split_feature=43 2 2 13 1
split_gain=8.36434e-06 2.12595e-05 2.0082e-05 1.97124e-05 1.00425e-05
threshold=-0.074359999999999996 0.089885000000000007 0.10613000000000002 -0.0062949999999999994 0.11212500000000002
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -4
right_child=1 2 4 -5 -6
leaf_value=0.014797375883481284 -0.011607245499404117 0.012994028512711234 -0.010631836490652601 -0.0039004802689644445 0.0034453929456257065
leaf_weight=0.00107493587604226 0.0016452467287632259 0.0011441544832327239 0.0010111524610014707 0.0011858715900319281 0.0010159213630941473
leaf_count=849 969 432 270 383 218
internal_value=0 -0.00238344 0.00240191 0.0049897 -0.00357666
internal_weight=0 0.00481648 0.00317123 0.00226081 0.00202707
internal_count=3121 1889 920 1232 488
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=5
num_cat=0
split_feature=13 2 2 2
split_gain=8.85551e-06 1.68471e-05 3.80083e-05 3.71296e-05
threshold=0.11217000000000001 0.11704500000000001 0.099185000000000009 0.084245000000000014
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0045280329069295692 0.0067600179895347797 -0.013132054610753247 0.01362512350946949 -0.017957911089970302
leaf_weight=0.0015992286895317614 0.0015120845178435314 0.0010722525203298722 0.001528330429565003 0.0013578383469712197
leaf_count=881 217 358 473 1192
internal_value=0 -0.00187125 0.000820688 -0.00579716
internal_weight=0 0.00555765 0.0044854 0.00295707
internal_count=3121 2904 2546 2073
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=6
num_cat=0
split_feature=52 12 2 48 4
split_gain=3.57197e-05 3.58373e-05 3.96303e-05 3.84271e-05 1.83269e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.083985000000000018 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00012933137158090252 -0.00033716035851211385 0.00029079266421688354 -0.00033667491640328965 0.00038575564485419749 -0.0002020169093963222
leaf_weight=0.0011349369051840913 0.0010371831605596529 0.0017963400486564708 0.0012353988550899897 0.001052381493530455 0.0014769272916866404
leaf_count=596 501 558 281 324 861
internal_value=0 5.38853e-05 -3.29712e-05 6.94224e-05 -5.80357e-05
internal_weight=0 0.00669598 0.00489964 0.00366425 0.00261186
internal_count=3121 2620 2062 1781 1457
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=5
num_cat=0
split_feature=3 0 0 3
split_gain=7.92061e-06 1.29589e-05 3.34841e-05 1.67006e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.060129999999999996 -0.10831999999999999
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0068262846798742187 0.0075665665740569836 -0.01391463566366255 0.010501908613437133 -0.0059111197767231782
leaf_weight=0.0014212223747856129 0.0011514414987932467 0.0019672363939882537 0.0014482852712124209 0.0010839333995410298
leaf_count=173 192 2232 195 329
internal_value=0 -0.00149801 -0.00412736 0.0034762
internal_weight=0 0.00592068 0.00449946 0.00253222
internal_count=3121 2929 2756 524
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=5
num_cat=0
split_feature=40 2 4 49
split_gain=7.89503e-06 3.02086e-05 4.40671e-05 4.88624e-05
threshold=-0.013874999999999998 0.11215000000000001 -0.10429499999999998 -0.0060549999999999988
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0082026030875602517 -0.013837512225364168 -0.013129391520150843 -0.0058720186456522839 0.018920776181944734
leaf_weight=0.0010020573849018463 0.0011665892100195291 0.0016077704283861032 0.0013447334278976072 0.001944216489096938
leaf_count=329 264 420 377 1731
internal_value=0 -0.00137911 0.00286095 0.00878389
internal_weight=0 0.00606331 0.00445554 0.00328895
internal_count=3121 2792 2372 2108
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=6
num_cat=0
split_feature=52 15 3 3 48
split_gain=2.77609e-05 3.40799e-05 6.83977e-05 5.63914e-05 5.09055e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00029238222244742495 -0.0002811782616276484 -0.00013418737089526363 0.0004617026539693345 -0.00049703047394921817 4.2332728686875333e-05
leaf_weight=0.00116502230870733 0.0010995636535121624 0.0012830497073207947 0.0017515892679035078 0.0013290188775852022 0.0013624484683258987
leaf_count=118 501 751 654 679 418
internal_value=0 5.43147e-05 0.000209759 -6.80035e-05 -0.000223999
internal_weight=0 0.00689113 0.00303464 0.00385649 0.00269147
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=6
num_cat=0
split_feature=42 160 16 4 48
split_gain=1.55968e-05 2.75978e-05 2.77054e-05 4.24676e-05 1.67424e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 0.081805000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00022576745444378602 -0.00021010412283489484 0.00050148706941759592 -0.00018731491236964492 0.00019164022068446837 -0.00010952435161593952
leaf_weight=0.0010190069120407279 0.0013767013758412706 0.0011161950776959056 0.0010041818355760517 0.0015121040976153639 0.0013373697208675338
leaf_count=862 828 654 311 295 171
internal_value=0 3.55648e-05 0.000103618 0.000177287 5.02919e-05
internal_weight=0 0.00634655 0.00496985 0.00396567 0.00284947
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=5
num_cat=0
split_feature=3 3 3 0
split_gain=7.65286e-06 1.27758e-05 3.11775e-05 2.60924e-05
threshold=0.13524500000000003 -0.083924999999999986 -0.13309499999999996 -0.13027499999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.004970501629956485 0.0074376023283753926 0.0032845056173473768 0.017582171351100635 -0.014381750452509693
leaf_weight=0.001570979024718372 0.001154261481504726 0.0016735929230834268 0.0010051956209025706 0.001670556488698668
leaf_count=316 192 260 820 1533
internal_value=0 -0.00146337 0.00382931 -0.0055406
internal_weight=0 0.00592032 0.00257617 0.00334415
internal_count=3121 2929 1136 1793
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=1.55701e-05 2.72738e-05 3.36765e-05 2.83057e-05 2.59931e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.091785000000000019 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00013763796198975771 -0.00022902000677067763 0.00024343033861840959 -0.00030363575784735634 0.00032725182008053134 -0.00027986462113125998
leaf_weight=0.0012090903659510396 0.0010028681601615469 0.0017398229579132099 0.0013634854694790578 0.0010576587086501992 0.0010903343562037708
leaf_count=383 501 558 310 295 1074
internal_value=0 3.3576e-05 -4.37683e-05 6.17773e-05 -6.03322e-05
internal_weight=0 0.00646039 0.00472057 0.00335708 0.00229942
internal_count=3121 2620 2062 1752 1457
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=7
num_cat=0
split_feature=42 16 1 16 4 0
split_gain=2.90607e-05 3.26573e-05 5.59112e-05 5.47136e-05 3.45251e-05 2.75267e-05
threshold=-1.0000000180025095e-35 -0.5315899999999999 0.10471500000000002 -0.071854999999999988 -0.0016099999999999997 -0.038659999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00029782716165254901 -0.00027660093606836285 0.00031908205626912856 0.0006371287697875817 2.2868217410715978e-05 -0.00033726039437390954 -9.8385197480175835e-05
leaf_weight=0.0010970231502587116 0.0010262932845240824 0.0010575342515117621 0.0011766858455891805 0.0010594832071811663 0.001104909286084772 0.0014261918614980971
leaf_count=862 122 1040 252 273 374 198
internal_value=0 4.59105e-05 0.000102735 0.000346096 -4.89094e-05 7.93663e-05
internal_weight=0 0.0068511 0.0058248 0.00223617 0.00358864 0.00248373
internal_count=3121 2259 2137 525 1612 1238
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=6
num_cat=0
split_feature=16 13 151 1 12
split_gain=8.25675e-06 2.57208e-05 2.55917e-05 3.39007e-05 1.79891e-05
threshold=0.0039400000000000008 0.030370000000000005 -0.0083949999999999979 0.10752500000000002 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.011617000904112981 0.013813514128060806 -0.016358330777597713 -0.0028495452367395847 0.020947054683714283 -0.0030754200617305102
leaf_weight=0.0010396435449745119 0.00114923283023949 0.0010421690445418194 0.0014325094651738706 0.0010284612177621191 0.0013976947447356669
leaf_count=377 232 288 1381 247 596
internal_value=0 -0.00256769 0.00153793 0.00709526 0.00454526
internal_weight=0 0.00454278 0.00350061 0.00246097 0.00254693
internal_count=3121 2293 2005 1628 828
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=6
num_cat=0
split_feature=147 15 52 52 2
split_gain=2.04822e-05 2.19779e-05 5.56972e-05 4.67151e-05 7.29953e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.081429999999999989 0.10744000000000002 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00036176324132593317 0.00026074253529762692 -0.00030484941720726141 5.4036033149982829e-05 0.00026658368238651804 -0.00054261976706897837
leaf_weight=0.0013080158322911163 0.0010014140096639632 0.0010196092127837588 0.0017266206922232458 0.0010052705970753175 0.0014506605530062984
leaf_count=618 183 1167 563 307 283
internal_value=0 -4.04757e-05 8.61904e-06 -0.00010182 -0.000218381
internal_weight=0 0.00651018 0.00549057 0.00418255 0.00317728
internal_count=3121 2938 1771 1153 846
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=7
num_cat=0
split_feature=2 4 4 2 0 43
split_gain=4.26682e-05 4.47732e-05 2.98047e-05 5.81696e-05 2.98453e-05 3.33498e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.098655000000000007 0.10774000000000002 -0.11991499999999998 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00037341856016657191 8.4337618066874742e-05 0.0002981063614522276 -0.00041288911402291649 0.00029397192785842228 -9.83389057853003e-05 -0.00057831948451144745
leaf_weight=0.0010338804461731766 0.0010065678270034946 0.0011533010707294065 0.0011159423563822215 0.0013067288462218982 0.0011930692385314304 0.0010431828159368248
leaf_count=199 197 259 191 391 796 1088
internal_value=0 -5.40475e-05 -0.000125734 -5.52989e-05 -0.000196041 -0.000322244
internal_weight=0 0.00681879 0.00566549 0.00454955 0.00324282 0.00223625
internal_count=3121 2922 2663 2472 2081 1884
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=6
num_cat=0
split_feature=13 43 47 4 3
split_gain=7.68465e-06 1.79176e-05 3.50978e-05 4.49982e-05 3.31204e-05
threshold=0.11217000000000001 -0.074359999999999996 1.0000000180025095e-35 -0.059649999999999988 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0087040645884040087 0.006303189912005961 -0.016308213885358344 -0.019948432117220329 -0.0038470403324330411 0.02111724260209133
leaf_weight=0.0012722472228504627 0.001516466498456822 0.0010553898462305226 0.0011291158864871051 0.0010368378032214129 0.0010902771222401498
leaf_count=1050 217 941 240 485 188
internal_value=0 -0.00172407 -0.00480115 0.000572934 0.00894869
internal_weight=0 0.00558387 0.00431162 0.0031825 0.00212711
internal_count=3121 2904 1854 1614 673
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=2.78082e-05 4.38266e-05 3.10554e-05 5.58465e-05 4.82089e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029313857476875199 -0.00025639580131419547 -0.00018397877570357113 -0.0001727727575664256 4.3234502241840022e-05 0.00054192421816188564
leaf_weight=0.0010807806695820816 0.0014408906455340136 0.0010516725975940246 0.0010395915452999392 0.0012559656962098447 0.0018329911886150964
leaf_count=862 828 267 311 192 661
internal_value=0 4.60809e-05 0.000130215 0.000206287 0.000339158
internal_weight=0 0.00662111 0.00518022 0.00414063 0.00308896
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=5
num_cat=0
split_feature=151 4 16 0
split_gain=1.75547e-05 4.44096e-05 3.48456e-05 2.63744e-05
threshold=-0.081519999999999981 0.40473500000000007 -0.094359999999999986 -0.053834999999999994
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.00024315925679405028 -0.00026282010971310024 0.00037169505363119807 0.00024166876692685121 -9.0946114320329915e-05
leaf_weight=0.0010012587052515261 0.0018128319113261404 0.001231121906700861 0.0017700851970417796 0.0019007976350785603
leaf_count=415 470 265 1605 366
internal_value=0 3.51546e-05 -4.04004e-05 6.94395e-05
internal_weight=0 0.00671484 0.00548371 0.00367088
internal_count=3121 2706 2441 1971
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=1.5562e-05 2.95697e-05 2.73057e-05 5.06347e-05 4.14244e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00022486831086371192 -0.00021821466971798088 0.00023487634755581648 -0.0001848683550045646 0.00055533723115181745 -0.00023381470972930589
leaf_weight=0.0010387684117076053 0.0014018926384711354 0.0018262670931660681 0.0010090521679360304 0.0010124025725119922 0.0012023096285013837
leaf_count=862 828 572 311 351 197
internal_value=0 3.37262e-05 0.000103665 0.000175713 4.88115e-05
internal_weight=0 0.00645192 0.00505003 0.00404098 0.00302858
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=6
num_cat=0
split_feature=160 52 4 2 16
split_gain=7.99665e-06 2.61924e-05 3.03871e-05 3.93511e-05 2.50681e-05
threshold=-1.0000000180025095e-35 0.10024500000000001 0.27834500000000006 0.093175000000000022 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0064744502409991361 0.013176352419077978 0.016055560662806004 0.012206241591435407 -0.019945616309209158 -0.0088388426238545006
leaf_weight=0.0015090122393748902 0.0010383130300505603 0.0010392301524001753 0.0011902328161920508 0.0013088221598923449 0.0010306012827701572
leaf_count=970 463 233 229 553 673
internal_value=0 0.0017264 -0.00153353 -0.0063751 0.00220979
internal_weight=0 0.0056072 0.00456797 0.00337774 0.00206891
internal_count=3121 2151 1918 1689 1136
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=5
num_cat=0
split_feature=16 52 15 0
split_gain=7.98198e-06 2.26864e-05 1.90457e-05 3.99734e-05
threshold=-0.008904999999999998 -0.088204999999999992 -0.03241999999999999 -0.10836499999999999
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.007460289413260531 -0.0075481646197158138 0.010791741539517617 -0.013264991237469485 0.016463792156741916
leaf_weight=0.0018584499407614708 0.0010686245215679104 0.0018287120643683062 0.0012293172875896688 0.001118853280005386
leaf_count=341 582 507 1121 570
internal_value=0 0.00402743 -0.00279343 0.00153024
internal_weight=0 0.00289734 0.00420662 0.0029773
internal_count=3121 1089 2032 911
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.47607e-05 2.8646e-05 6.45814e-05 5.33308e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00019494727261970633 -0.00029073291808398132 -0.00012187644550273477 -0.00032023175312425526 0.00041607927552943837
leaf_weight=0.0017774709393076895 0.0010244917085084826 0.0012477117658293651 0.0019749825006119834 0.0016394775090392776
leaf_count=870 501 751 345 654
internal_value=0 3.67711e-05 -7.62005e-05 0.000183599
internal_weight=0 0.00663964 0.00375245 0.00288719
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=3.49004e-05 3.6283e-05 5.86974e-05 4.49533e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00017875212163714706 -0.00033818508805197138 -7.0596191194751789e-05 -0.00031374079648046677 0.0004226067429835517
leaf_weight=0.0017707770202458808 0.0010414118721222033 0.0012390118724140205 0.00196055242873025 0.0016657039311228749
leaf_count=870 501 751 345 654
internal_value=0 4.7904e-05 -8.00184e-05 0.00021223
internal_weight=0 0.00663605 0.00373133 0.00290472
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=6
num_cat=0
split_feature=52 15 3 3 42
split_gain=1.84583e-05 3.08162e-05 5.00956e-05 4.78783e-05 3.19581e-05
threshold=0.11434500000000002 -0.016799999999999995 0.097915000000000016 -0.084074999999999997 0.075730000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.00023402542595643718 -0.00024849011568525752 -0.00010347611570451808 -0.00043367576792946899 0.00040748740223060012 -0.00021028444589568367
leaf_weight=0.0016322406093918415 0.0010146912195741964 0.0012357482904091634 0.0010988316440348929 0.0016417236010119909 0.0010060033356246187
leaf_count=452 501 751 174 654 589
internal_value=0 3.55298e-05 -8.19084e-05 0.000188051 6.46032e-05
internal_weight=0 0.00661455 0.00373708 0.00287747 0.00263824
internal_count=3121 2620 1215 1405 1041
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=5
num_cat=0
split_feature=52 160 2 16
split_gain=9.47147e-06 2.43244e-05 2.46251e-05 5.26703e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11018500000000002 -0.15241499999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0069830875801204619 -0.015705254987973486 0.010156574949778181 0.011691369073332569 -0.016158443541209128
leaf_weight=0.0015188831561115694 0.0010419974770527456 0.0014210558899362988 0.0015067228810027671 0.0016365470593869679
leaf_count=771 825 203 285 1037
internal_value=0 -0.00191929 0.00122793 -0.00392824
internal_weight=0 0.00560632 0.00456433 0.0030576
internal_count=3121 2350 1525 1240
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.95405e-05 3.34063e-05 6.18067e-05 5.00216e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00017908055937030921 -0.00025583043249368732 -0.00010379289366729144 -0.00032603562927390411 0.00041800469456448983
leaf_weight=0.0017723989921371933 0.0010172073011680246 0.0012353313235700118 0.0019626904733640732 0.0016494791014007974
leaf_count=870 501 751 345 654
internal_value=0 3.6068e-05 -8.63446e-05 0.000194561
internal_weight=0 0.0066199 0.00373509 0.00288481
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=6
num_cat=0
split_feature=15 13 16 16 2
split_gain=8.56673e-06 2.06411e-05 2.49219e-05 3.34463e-05 3.42018e-05
threshold=-0.11713499999999999 0.11596500000000001 -0.18708499999999997 -0.056919999999999991 0.097220000000000015
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0062113936182540963 -0.015013356589212466 0.01425301435088925 0.017409646833595614 -0.015061836976478721 0.0097219589830783593
leaf_weight=0.0017019396081310971 0.0010000051318643532 0.0010855248641404719 0.0010847379943346568 0.001243571739741376 0.0010082854477851235
leaf_count=484 201 167 1036 820 413
internal_value=0 0.00192093 -0.001166 0.00298416 -0.00396471
internal_weight=0 0.00542213 0.0043366 0.0033366 0.00225186
internal_count=3121 2637 2470 2269 1233
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=6
num_cat=0
split_feature=159 3 0 1 0
split_gain=1.33831e-05 2.87357e-05 4.10275e-05 3.59948e-05 4.07184e-05
threshold=0.076905000000000015 0.11296500000000002 -0.14454499999999995 0.11588000000000001 -0.057069999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00034630683723144368 0.00020776562813722515 -0.00026752755116615616 -0.00050130805891488654 0.00022538115984051694 6.6313245406571951e-06
leaf_weight=0.0012473008556307002 0.0010173177630567153 0.0015440116754302938 0.0010070073106797786 0.0011314532386159635 0.0015266666970945352
leaf_count=216 527 175 1748 171 284
internal_value=0 -3.41993e-05 3.91375e-05 -6.53971e-05 -0.000195249
internal_weight=0 0.00645644 0.00491243 0.00366513 0.00253367
internal_count=3121 2594 2419 2203 2032
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=6
num_cat=0
split_feature=51 160 49 2 15
split_gain=8.65584e-06 2.44987e-05 2.16014e-05 2.63774e-05 4.02514e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.031119999999999998 0.10097500000000002 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.015248461644074418 -0.0084727462518296784 0.010401707632106462 -0.010524787253943776 -0.015810748042297151 0.015407707310376245
leaf_weight=0.0010580391493802913 0.0010353708381058077 0.0011709376615472878 0.0013141875074723726 0.0014413845070746136 0.0010991319847336704
leaf_count=651 409 259 418 455 929
internal_value=0 0.00141812 -0.00149355 -0.00510696 0.00128601
internal_weight=0 0.00608368 0.00502564 0.0038547 0.00241332
internal_count=3121 2712 2061 1802 1347
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=8.23684e-06 2.52726e-05 2.70988e-05 3.09837e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.005502051333577956 0.016118582823787267 0.01570076299852673 -0.013495289163967347 -0.0052403829357254711
leaf_weight=0.0019771265049983514 0.0012031275369083895 0.0010782903098254778 0.0012894927190389232 0.0015594839300929113
leaf_count=1636 469 532 228 256
internal_value=0 0.00209503 -0.00152554 0.00406153
internal_weight=0 0.00513039 0.0040521 0.00276261
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=5
num_cat=0
split_feature=3 3 47 12
split_gain=8.46911e-06 1.40976e-05 2.9505e-05 3.10364e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 0.084100000000000022
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0051277379644572374 0.0078240353417447298 -0.011735561042550743 0.014586260262514653 -0.013293779843046281
leaf_weight=0.0019239220685035004 0.001153861299792871 0.0011038954799292046 0.0011738565397813048 0.001743285068391655
leaf_count=658 192 132 330 1809
internal_value=0 -0.0015378 0.000787574 -0.00362932
internal_weight=0 0.00594496 0.00484106 0.00366721
internal_count=3121 2929 2797 2467
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=5
num_cat=0
split_feature=1 42 16 16
split_gain=8.2906e-06 1.65555e-05 2.2825e-05 2.66185e-05
threshold=0.12500000000000003 0.075730000000000006 -0.25582999999999995 -0.013324999999999998
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.014214445312434418 0.0070499163251098972 -0.0099918417502612242 -0.013547091512656251 0.0055457429442683746
leaf_weight=0.0010840583283248328 0.001345892348281523 0.0016880203045805259 0.0012895978499162393 0.0016833578345724232
leaf_count=160 279 1443 730 509
internal_value=0 -0.00166961 0.00179306 -0.00273628
internal_weight=0 0.00574503 0.00405701 0.00297296
internal_count=3121 2842 1399 1239
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=6
num_cat=0
split_feature=52 15 15 2 4
split_gain=6.99448e-06 2.13603e-05 1.57822e-05 3.21736e-05 9.46751e-06
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10097500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.014468402841800407 -0.010954640040255899 -0.0054165044918570611 0.015385924997740039 -0.010590391325645572 0.0020829889570615624
leaf_weight=0.0011028615819829012 0.0014276609519263974 0.0010588624010004427 0.0011365120265391573 0.001347186212088737 0.0010107858144005905
leaf_count=516 367 437 1187 316 298
internal_value=0 0.00472832 -0.00209563 0.00152369 0.00912391
internal_weight=0 0.00216172 0.00492215 0.00349448 0.0021473
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=5
num_cat=0
split_feature=1 3 12 1
split_gain=8.09526e-06 1.29131e-05 3.84791e-05 1.76974e-05
threshold=0.11588000000000001 -0.12018999999999998 0.084100000000000022 0.094385000000000011
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.006260694407658373 0.0055614611656257381 -0.0067404805083364884 -0.020582477818639942 0.0095234747670768262
leaf_weight=0.0013696320669856696 0.0019047438016333599 0.0013271121987968519 0.0011249731859699838 0.0013492603042792226
leaf_count=295 415 401 1750 260
internal_value=0 -0.00206453 -0.00506412 0.00145879
internal_weight=0 0.00517098 0.00380135 0.00267637
internal_count=3121 2706 2411 661
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=6
num_cat=0
split_feature=13 3 15 49 1
split_gain=8.36294e-06 2.08426e-05 2.41137e-05 3.61963e-05 1.35089e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 -0.0060549999999999988 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0027120233067945121 -0.0061854542492990145 -0.0149636188126419 -0.0090132006326552536 0.018044346243374924 0.013450813032979207
leaf_weight=0.0010384261794859858 0.0011267483645137058 0.0010217101793065994 0.0014898496251415701 0.001361593670903153 0.0010300601835578804
leaf_count=632 257 108 1080 754 290
internal_value=0 -0.00222348 0.00104854 0.00707283 0.00533671
internal_weight=0 0.0049999 0.00397819 0.00248834 0.00206849
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=5
num_cat=0
split_feature=51 49 3 1
split_gain=8.25998e-06 2.13729e-05 3.91202e-05 4.40759e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.10508500000000001
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0076959199445650528 0.012108526331206602 -0.017921841675333453 -0.0065999596590530368 0.016636840101402723
leaf_weight=0.0011669656356938863 0.0014388175651742323 0.0011365354521005117 0.0018639585944193694 0.0014523244967360868
leaf_count=537 358 204 1695 327
internal_value=0 0.00151285 -0.00191087 0.0035763
internal_weight=0 0.00589164 0.00445282 0.00331628
internal_count=3121 2584 2226 2022
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=1.04566e-05 2.78066e-05 3.19487e-05 1.7747e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0060365423868435795 -0.0041227297417101893 -0.012994943643752383 0.014411347612912614 0.013670166270641437
leaf_weight=0.0017361345383594543 0.0010263918912315137 0.0016854025602083384 0.0013647812937846637 0.0012351741353354489
leaf_count=2124 164 414 218 201
internal_value=0 -0.00265624 0.00296302 0.00559502
internal_weight=0 0.00478632 0.00310092 0.00226157
internal_count=3121 2756 2342 365
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=6
num_cat=0
split_feature=42 160 16 4 48
split_gain=1.98302e-05 2.54473e-05 2.79646e-05 4.76218e-05 1.93542e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 0.081805000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00025425325210479084 -0.00019506003221429061 0.00052021896955014213 -0.00018757856941914713 0.00019602641581785115 -0.00012696258676543176
leaf_weight=0.0010257144351916922 0.001391160826277358 0.0011252684926286271 0.0010045907158507394 0.0015167858334277466 0.001346467290086781
leaf_count=862 828 654 311 295 171
internal_value=0 3.94666e-05 0.000104809 0.000178453 4.41383e-05
internal_weight=0 0.00638427 0.00499311 0.00398852 0.00286325
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=6
num_cat=0
split_feature=42 16 16 49 0
split_gain=1.62032e-05 2.66853e-05 4.77525e-05 3.28617e-05 3.1324e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 -0.043469999999999995 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00023016550754743431 0.00020203288329170526 0.00045091060474917674 -9.2950332251607109e-05 -0.00036923540386279264 5.4039673052289522e-05
leaf_weight=0.0010374721115710833 0.0012150820003862506 0.0013083186154886233 0.0011809835664330823 0.0015482241823343962 0.0011879627590479069
leaf_count=862 248 498 380 265 868
internal_value=0 3.38769e-05 0.00019289 -6.63016e-05 -0.000185463
internal_weight=0 0.00644057 0.0024893 0.00395127 0.00273619
internal_count=3121 2259 878 1381 1133
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=6
num_cat=0
split_feature=0 150 15 43 47
split_gain=8.77544e-06 1.93312e-05 2.43257e-05 1.55344e-05 7.03397e-06
threshold=-0.060129999999999996 0.081835000000000019 -0.016799999999999995 -0.074359999999999996 0.092165000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -2 -1
right_child=3 -3 -4 -5 -6
leaf_value=-0.019289487963531651 0.012956180759213199 0.008563539557578069 0.005704394679733632 -0.0018409570140722885 -0.0075431788562301434
leaf_weight=0.0010047126779643859 0.0011932004883275749 0.0010702447221625526 0.0010009817704450859 0.0017500630523932064 0.0010349234301072795
leaf_count=684 206 347 1255 367 262
internal_value=0 -0.00299497 -0.00706337 0.00415781 -0.0133293
internal_weight=0 0.00411086 0.00304062 0.00294326 0.00203964
internal_count=3121 2548 2201 573 946
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=8.31336e-06 2.86271e-05 3.66056e-05 3.85453e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0071772637542139965 0.0094046149129099251 0.0095163878813451005 -0.020257562682783191 -0.014558072561353995
leaf_weight=0.0013102063712848574 0.0016630879655092192 0.0017206804433500854 0.0012689766502979329 0.0010840501567898233
leaf_count=303 843 365 1422 188
internal_value=0 -0.00165122 -0.00616475 0.000211422
internal_weight=0 0.0057368 0.00407371 0.00280473
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=9.47223e-06 2.31846e-05 2.57813e-05 2.93277e-05
threshold=0.27287000000000006 0.098655000000000007 0.10774000000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0045957742761601169 0.0067725354340697668 -0.015377914020458806 0.013917820606075638 -0.014751072062013443
leaf_weight=0.0018917426826821594 0.0015930821120315021 0.001045716215843949 0.0011683025305881728 0.0013375101779833814
leaf_count=1610 352 195 391 573
internal_value=0 -0.00199446 0.00118806 -0.00341741
internal_weight=0 0.00544327 0.00439756 0.00322925
internal_count=3121 2769 2574 2183
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=5
num_cat=0
split_feature=1 0 3 3
split_gain=8.22856e-06 1.29494e-05 4.20868e-05 1.33325e-05
threshold=0.11588000000000001 -0.074479999999999977 0.090900000000000009 -0.10831999999999999
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.01695568845660719 0.0056450425052560135 0.011615028074905533 0.0073263026118134573 -0.0038420767548827395
leaf_weight=0.0016539664067779002 0.0018840316633682774 0.0010823817609355853 0.0012557414266716679 0.0011518953503490506
leaf_count=1857 415 174 143 532
internal_value=0 -0.00207971 -0.00647632 0.00364602
internal_weight=0 0.00514398 0.00290971 0.00223428
internal_count=3121 2706 2000 706
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=6
num_cat=0
split_feature=42 160 16 151 2
split_gain=2.81301e-05 2.86585e-05 3.69728e-05 5.48464e-05 4.51423e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029705976007063275 -0.0001979646926075391 -0.00019318007934832545 -0.00021425023097992166 7.5018256469544826e-05 0.00055482813677780463
leaf_weight=0.0010400637312259564 0.0013997625224419687 0.0010076646868755396 0.0010218005468212166 0.0013926668728229926 0.0016436138388301893
leaf_count=862 828 267 311 490 363
internal_value=0 5.03771e-05 0.000118999 0.000203202 0.000334751
internal_weight=0 0.00646551 0.00506575 0.00404395 0.00303628
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=6
num_cat=0
split_feature=52 12 1 1 4
split_gain=2.25774e-05 3.26481e-05 3.63545e-05 1.89774e-05 2.75877e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.091785000000000019 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00016068103724670147 -0.00027472196991892541 0.00027090056875347137 -0.00031378869105775769 0.00028302206854916636 -0.0002693370111439423
leaf_weight=0.0012700112477344362 0.0010026247318939271 0.0017430248386277169 0.001358956613670336 0.0010619804782771238 0.0010460106854408532
leaf_count=568 501 558 310 295 889
internal_value=0 4.14604e-05 -4.29651e-05 6.59861e-05 -3.35328e-05
internal_weight=0 0.00647998 0.00473696 0.003378 0.00231602
internal_count=3121 2620 2062 1752 1457
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=6
num_cat=0
split_feature=51 52 150 2 0
split_gain=8.88267e-06 2.04673e-05 3.43051e-05 4.13987e-05 4.18719e-05
threshold=0.08955500000000001 -0.088204999999999992 0.081835000000000019 0.10097500000000002 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010975185619332063 -0.0086167800642691778 -0.004749566753097817 0.019933442739494753 -0.011963986041779682 0.023098480932958396
leaf_weight=0.0010849851481413864 0.0010239407603216052 0.0010983016049942408 0.0010812749908880163 0.0016872330153022341 0.0010620050054573238
leaf_count=600 409 716 280 403 713
internal_value=0 0.00145895 0.00419609 -0.000226583 0.00894051
internal_weight=0 0.0060138 0.00492881 0.00384754 0.00216031
internal_count=3121 2712 2112 1832 1429
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=6
num_cat=0
split_feature=150 49 2 0 1
split_gain=1.05703e-05 1.82639e-05 1.71313e-05 3.61257e-05 2.04581e-05
threshold=0.10605000000000002 -0.026779999999999995 0.10097500000000002 -0.060129999999999996 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013672965345925013 -0.0094655452459560252 -0.0073144373318596335 -0.017987823078647758 0.015167545860319577 0.0016851611044396892
leaf_weight=0.0010349005464903435 0.0010110479100691799 0.0014051446368605939 0.0010151730927221462 0.0014546697559564056 0.0011028459165611545
leaf_count=316 182 1736 450 209 228
internal_value=0 0.0015856 -0.000927382 0.00412122 -0.00774416
internal_weight=0 0.00601273 0.00497783 0.00285981 0.00211802
internal_count=3121 2939 2623 1945 678
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.22495e-05 3.62917e-05 5.12753e-05 4.88815e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016058391107081322 -0.00027002992785425678 -8.9935738929680518e-05 -0.00030511914413972714 0.00043182042518701469
leaf_weight=0.0017195690088939164 0.0010043673139207843 0.0011992181599855605 0.0019282471029623881 0.0016268995728355917
leaf_count=870 501 751 345 654
internal_value=0 4.36313e-05 -8.55882e-05 0.000210421
internal_weight=0 0.00647393 0.00364782 0.00282612
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=5
num_cat=0
split_feature=2 13 13 2
split_gain=9.77801e-06 2.37378e-05 1.66128e-05 3.18579e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.084245000000000014
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0024127479943286726 0.015778720531268109 -0.0025059313596298566 0.006584520834634869 -0.019057642777457147
leaf_weight=0.0014956060634776112 0.0011271518320418229 0.0019185418362437008 0.0011963866067946434 0.0012847570257543367
leaf_count=846 200 719 207 1149
internal_value=0 0.00426086 -0.00326857 -0.00750834
internal_weight=0 0.00304569 0.00397675 0.00278036
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=6
num_cat=0
split_feature=150 151 4 1 13
split_gain=8.39566e-06 1.71184e-05 5.26906e-05 3.02071e-05 1.26952e-05
threshold=0.10605000000000002 -0.0083949999999999979 0.24564500000000003 0.086560000000000012 -0.029529999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010514794686320564 -0.0084303949574450771 -0.0025797991787256734 0.021979720289310015 -0.012458549724836038 0.012671753345427384
leaf_weight=0.0010017225136675651 0.0010116468494446897 0.0010151256175782949 0.0012096188346679016 0.0015961334423820581 0.0011804072680903603
leaf_count=449 182 823 318 677 672
internal_value=0 0.00141724 0.00380714 -0.00199029 0.00562005
internal_weight=0 0.00600301 0.00500129 0.00379167 0.00219553
internal_count=3121 2939 2490 2172 1495
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=1.9335e-05 2.94003e-05 2.73608e-05 5.8657e-05 4.47714e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00025010768099216691 0.00025095451741990522 -0.00021268956679926487 -0.00053951657185899752 0.0001115580471987112 0.00029524395017345418
leaf_weight=0.0010810497909519313 0.0017470830020136887 0.0011428959526997577 0.0010588353451162005 0.0010692459994609358 0.0016029147153450011
leaf_count=862 1041 145 553 280 240
internal_value=0 3.27189e-05 -4.55093e-05 -0.000212387 8.38255e-05
internal_weight=0 0.00662098 0.00487389 0.00212808 0.00274581
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=5
num_cat=0
split_feature=2 13 12 12
split_gain=7.18279e-06 2.08161e-05 1.54629e-05 2.98403e-05
threshold=0.099185000000000009 -0.08971999999999998 0.051320000000000005 0.096475000000000019
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=0.0041912027961711869 0.01445530135602497 -0.002683423139853531 -0.019748612553927999 0.0034724511364074072
leaf_weight=0.001759215873199404 0.0011239499649971466 0.0019179962907219428 0.0011291191552839019 0.0010853482608558036
leaf_count=365 200 719 1532 305
internal_value=0 0.00364906 -0.00280759 -0.00836757
internal_weight=0 0.00304195 0.00397368 0.00221447
internal_count=3121 919 2202 1837
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=5
num_cat=0
split_feature=12 160 12 1
split_gain=7.86372e-06 4.0446e-05 3.4539e-05 4.82829e-05
threshold=-0.029094999999999999 -1.0000000180025095e-35 0.092355000000000007 0.094465000000000007
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0081179687747716511 -0.014288771731417403 -0.001005067387172094 -0.0053171687803862319 0.024729514290755799
leaf_weight=0.0010212835639253981 0.0012924863959122689 0.0014024479287400619 0.0017740860574800999 0.0015183614364221206
leaf_count=399 872 908 706 236
internal_value=0 0.00137583 0.00568824 0.0123729
internal_weight=0 0.00598738 0.0046949 0.00292081
internal_count=3121 2722 1850 1144
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=7
num_cat=0
split_feature=2 1 2 43 48 4
split_gain=2.43656e-05 2.16065e-05 2.8586e-05 3.37832e-05 4.02115e-05 1.03629e-05
threshold=-1.0000000180025095e-35 0.12500000000000003 0.086100000000000024 1.0000000180025095e-35 0.091220000000000009 -0.021294999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00027743118627777496 -0.00035014291624154792 0.00020508409088932153 -0.00041477779781448246 0.00028180692106513497 0.00018192474766536682 -0.00014277236383556546
leaf_weight=0.0010300753691672515 0.0013016250149912537 0.0011008504949515325 0.0010475657365863202 0.0010798555634360576 0.0011282952867332193 0.0011081330435831576
leaf_count=199 976 208 553 351 217 617
internal_value=0 -4.62777e-05 -9.51195e-05 -1.90525e-05 -0.000117982 -0.000274954
internal_weight=0 0.00676633 0.00566547 0.00436385 0.00328399 0.0021557
internal_count=3121 2922 2714 1738 1387 1170
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=6
num_cat=0
split_feature=150 49 2 0 1
split_gain=8.31667e-06 1.79706e-05 1.97715e-05 3.11139e-05 1.65015e-05
threshold=0.10605000000000002 -0.026779999999999995 0.10097500000000002 -0.060129999999999996 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013416952586433217 -0.0083903752352508243 -0.0062586896354780682 -0.017622079859461411 0.014628753786605653 6.7024095088870521e-05
leaf_weight=0.0010316178321977156 0.0010126882791044794 0.0014051778683119372 0.0010137455217218807 0.0014480832503770561 0.001099171609101234
leaf_count=316 182 1736 450 209 228
internal_value=0 0.00140712 -0.00108767 0.00434208 -0.00841994
internal_weight=0 0.0059978 0.00496618 0.00285326 0.00211292
internal_count=3121 2939 2623 1945 678
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=5
num_cat=0
split_feature=52 16 15 1
split_gain=7.91158e-06 3.23528e-05 3.59203e-05 4.47399e-05
threshold=0.10744000000000002 0.16703000000000004 -0.0072999999999999992 0.11039500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0074019904466867213 0.0075796325061322049 -0.017351725501226843 0.01338470759153066 -0.016850502701079961
leaf_weight=0.0015395192639135089 0.0011489113312938386 0.0010550023450799292 0.0017546612820998463 0.0015034916238717249
leaf_count=790 553 458 1050 270
internal_value=0 -0.00149668 0.00198983 -0.00458069
internal_weight=0 0.00585267 0.00479767 0.00304301
internal_count=3121 2568 2110 1060
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=6
num_cat=0
split_feature=42 43 4 48 15
split_gain=2.24156e-05 2.28123e-05 2.57363e-05 2.804e-05 4.0726e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 0.086035000000000014 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00026594873417590346 0.00023569609968778743 -0.00024502325186535542 -8.4291729227766818e-05 -0.0001924143992671708 0.00044693451175703862
leaf_weight=0.0010522528782069508 0.00172554803841324 0.0014522511145162176 0.0010599549585441628 0.0010707356055674909 0.0011643289411680088
leaf_count=862 1041 668 174 174 202
internal_value=0 4.2621e-05 -2.75583e-05 6.82874e-05 0.000193785
internal_weight=0 0.00647282 0.00474727 0.00329502 0.00222428
internal_count=3121 2259 1218 550 376
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.34654e-05 3.07536e-05 4.07737e-05 3.89391e-05 4.49893e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00027138228109129035 -0.00020999839933284102 0.00026848489731791473 0.00037326470696859461 -0.00043685949422277376 0.00010361095245467026
leaf_weight=0.001093052820521659 0.0014927607519254708 0.0013017484906150609 0.0015719299033748503 0.0011293892472931263 0.0012447847370434142
leaf_count=862 828 250 340 656 185
internal_value=0 3.83285e-05 0.000108965 -4.05647e-06 -0.00015349
internal_weight=0 0.00674061 0.00524785 0.00367592 0.00237417
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
num_cat=0
split_feature=15 1 3 12 16
split_gain=7.88854e-06 2.58886e-05 4.25145e-05 5.71533e-05 3.32155e-05
threshold=0.024640000000000006 1.0000000180025095e-35 0.10893000000000001 0.09334000000000002 -0.078464999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010193379077048984 -0.0078545190985224653 0.0082454832277194055 -0.010801716363359392 -0.0068702426938025227 0.033276834142316025
leaf_weight=0.0014497096781091595 0.001084228239642813 0.0010533690294879149 0.0012136104492334885 0.0011465317421972226 0.0010671886058882681
leaf_count=850 1192 253 221 223 382
internal_value=0 0.00142228 0.00518048 0.0111173 0.0208427
internal_weight=0 0.00593041 0.0044807 0.00326709 0.00212056
internal_count=3121 1929 1079 858 635
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=6
num_cat=0
split_feature=42 43 4 2 49
split_gain=1.9615e-05 2.46828e-05 2.10091e-05 2.46377e-05 3.68287e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.059649999999999988 0.11215000000000001 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00025381838055543688 0.00024106428014600569 -0.00024411670255614391 -7.2472174470134757e-05 -0.00018717027768715635 0.00043368074059068603
leaf_weight=0.0010298527382688206 0.001688763921537887 0.0013286958817159034 0.0011650834802894624 0.0011391406738757762 0.0010515033919189789
leaf_count=862 1041 637 120 229 232
internal_value=0 3.78321e-05 -3.54343e-05 4.71932e-05 0.000167636
internal_weight=0 0.00637319 0.00468442 0.00335573 0.00221659
internal_count=3121 2259 1218 581 352
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=6
num_cat=0
split_feature=40 12 16 52 4
split_gain=2.30791e-05 3.19164e-05 3.58111e-05 6.75475e-05 4.491e-05
threshold=-0.013874999999999998 0.098810000000000023 -0.36241499999999999 0.0031350000000000002 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00025477356578489514 -0.00026805090126245115 -0.00032533748388411006 -0.00030612711013427849 0.00045067391754978963 0.00021305147497768597
leaf_weight=0.0011008317486395063 0.0012935238652018125 0.0013148739672471689 0.0014744800236652863 0.0014221170846079687 0.0011326391472062812
leaf_count=329 259 436 1059 825 213
internal_value=0 -5.17752e-05 1.58025e-05 0.000106929 -8.05747e-05
internal_weight=0 0.00663763 0.00532276 0.00402924 0.00260712
internal_count=3121 2792 2356 2097 1272
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=5
num_cat=0
split_feature=2 13 13 4
split_gain=9.92909e-06 1.93014e-05 1.68692e-05 2.73355e-05
threshold=0.099185000000000009 -0.08971999999999998 0.06370000000000002 0.0061450000000000003
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=-0.016725029891889155 0.014719628265801078 -0.0018035898860082559 0.0066180562655225404 0.0031569207375419933
leaf_weight=0.0015023064522534792 0.001119837886619146 0.0019175141063217838 0.0011981852186876037 0.001281345006709901
leaf_count=1640 200 719 207 355
internal_value=0 0.00428834 -0.00330284 -0.00757315
internal_weight=0 0.00303735 0.00398184 0.00278365
internal_count=3121 919 2202 1995
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=5
num_cat=0
split_feature=3 3 12 4
split_gain=8.49869e-06 1.56812e-05 3.0586e-05 5.94531e-05
threshold=0.13524500000000003 0.083060000000000009 0.084100000000000022 0.09173000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011745179529172508 0.007873288538219201 -0.0095314133394593017 -0.023440269866663796 0.008476427033798254
leaf_weight=0.001768301585659313 0.0011428015681823602 0.0017350560762098739 0.0010464681053850399 0.0013195847279478272
leaf_count=652 192 228 1838 211
internal_value=0 -0.00155257 0.0017959 -0.00563983
internal_weight=0 0.00586941 0.00413435 0.00236605
internal_count=3121 2929 2701 2049
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=5
num_cat=0
split_feature=12 160 12 1
split_gain=8.56182e-06 3.38498e-05 2.57768e-05 4.05583e-05
threshold=-0.029094999999999999 -1.0000000180025095e-35 0.092355000000000007 0.094465000000000007
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0084769950116977549 -0.012897978280143269 -0.0010301555106059324 -0.0041118080694008434 0.022590826448029028
leaf_weight=0.0010213899110588787 0.001292532340366183 0.0014069650079744406 0.0017765504919962163 0.0015039230101037957
leaf_count=399 872 908 706 236
internal_value=0 0.0014297 0.00538047 0.0111737
internal_weight=0 0.00597997 0.00468744 0.00291089
internal_count=3121 2722 1850 1144
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=6
num_cat=0
split_feature=42 43 4 16 15
split_gain=2.10463e-05 3.04574e-05 2.41236e-05 2.71923e-05 2.41887e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.070454999999999976 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00026436767695720584 0.00032743116524959075 -0.00022948142001978183 0.00012953055438302521 0.00030148543986949537 -0.00026407183821248965
leaf_weight=0.0010119605998225398 0.0011591975126937354 0.0015441123656491237 0.0012614893625388372 0.0012209932399809081 0.0011452617053425772
leaf_count=862 448 820 235 462 294
internal_value=0 4.01661e-05 -2.42202e-05 6.31472e-05 -5.77667e-05
internal_weight=0 0.00633105 0.00517186 0.00362774 0.00240675
internal_count=3121 2259 1811 991 529
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=6
num_cat=0
split_feature=42 16 16 49 0
split_gain=2.98941e-05 2.61114e-05 3.86657e-05 2.75291e-05 3.38598e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 -0.043469999999999995 -0.10474999999999998
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00031184513712890832 0.000190710572944171 0.00043030984411768404 -5.2938788898140783e-05 -0.000351958481684484 8.5998064015161375e-05
leaf_weight=0.0010514891369441757 0.0012190816924302792 0.0013314288619342943 0.0012197280935176947 0.0015726464746308574 0.0011940006936075733
leaf_count=862 248 498 380 265 868
internal_value=0 4.43672e-05 0.000199265 -5.47786e-05 -0.00016295
internal_weight=0 0.00653689 0.00255116 0.00398573 0.00276665
internal_count=3121 2259 878 1381 1133
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.13231e-05 2.13842e-05 2.65531e-05 3.36821e-05 4.35442e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00026657052667734387 -0.00017673003400902847 0.00026598010555123027 0.00031836453135074402 -0.00042197039806703796 0.00011898873854954375
leaf_weight=0.0010302006736906356 0.001401511537207945 0.001236378602839303 0.0014738190366458616 0.0010800340415577309 0.0012164088382271209
leaf_count=862 828 250 340 656 185
internal_value=0 3.73542e-05 9.72829e-05 5.05224e-06 -0.000135428
internal_weight=0 0.00640815 0.00500664 0.00353282 0.00229644
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=6
num_cat=0
split_feature=16 2 13 151 2
split_gain=8.87378e-06 2.17819e-05 2.0719e-05 2.52768e-05 3.6563e-05
threshold=0.0039400000000000008 0.097220000000000015 0.030370000000000005 -0.0083949999999999979 0.089885000000000007
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.012244727705965724 -0.0045344107770074358 0.014032529534133798 -0.015137187891850125 -0.0080310722621476163 0.016808555186945861
leaf_weight=0.0010151894682422671 0.0012680813875235735 0.0012593503179545488 0.0010304633763049235 0.0010109517944272639 0.0014319468101854833
leaf_count=377 418 410 288 1044 584
internal_value=0 0.00471699 -0.00269109 0.00101768 0.0065291
internal_weight=0 0.00252743 0.00448855 0.00345809 0.0024429
internal_count=3121 828 2293 2005 1628
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=6
num_cat=0
split_feature=42 43 4 48 0
split_gain=2.13857e-05 2.64589e-05 2.8877e-05 2.66373e-05 2.5753e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086035000000000014 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00026285441252446844 0.00030852639553376107 -0.00024155327825534011 0.00039062093268866442 -0.00016963469904432484 -6.503692251148163e-06
leaf_weight=0.0010265425941516108 0.0011701480572958159 0.0015553060803578595 0.0012462142433654561 0.0011512149050522187 0.0012652038510719064
leaf_count=862 448 820 197 259 535
internal_value=0 4.20494e-05 -1.77094e-05 7.73441e-05 0.000190557
internal_weight=0 0.00638809 0.00521794 0.00366263 0.00251142
internal_count=3121 2259 1811 991 732
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=5
num_cat=0
split_feature=3 3 49 15
split_gain=8.39121e-06 3.4229e-05 2.50503e-05 3.38108e-05
threshold=-0.083924999999999986 -0.13309499999999996 -0.006494999999999999 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0048073095981605576 -0.014654264023383812 0.018869263888364445 -0.0068203714575975826 0.013931223806164487
leaf_weight=0.0015449751916549637 0.0012489049630008547 0.0010096171872345148 0.0018392690618405827 0.0013699620398798375
leaf_count=316 379 820 894 712
internal_value=0 0.00455006 -0.00263811 0.0020381
internal_weight=0 0.00255459 0.00445814 0.00320923
internal_count=3121 1136 1985 1606
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=52 15 15 15 0
split_gain=8.67528e-06 2.01145e-05 1.4468e-05 3.04641e-05 2.25695e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 -0.03241999999999999 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.014792898710201816 -0.010892516965468607 -0.0046181015634786885 0.015101984592026794 0.0058438294522024127 -0.013770792412746589
leaf_weight=0.0010910236688327136 0.001408533758569573 0.001045328211192137 0.0010753531544274194 0.0010442904404118717 0.0013385604995136274
leaf_count=516 367 437 445 1235 121
internal_value=0 0.00529499 -0.00234919 0.00113052 -0.00517463
internal_weight=0 0.00213635 0.00486674 0.0034582 0.00238285
internal_count=3121 953 2168 1801 1356
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=5
num_cat=0
split_feature=3 0 43 3
split_gain=9.022e-06 2.40107e-05 3.69671e-05 2.03215e-05
threshold=-0.12018999999999998 -0.053834999999999994 -0.035139999999999991 0.096675000000000011
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0058198587792286085 0.017659735366948676 -0.013736762534590602 -0.01543264427313519 0.0024939637485734134
leaf_weight=0.0019216106729314534 0.0010631353443044675 0.0013351674656475626 0.0010260778608111676 0.0016479521086081403
leaf_count=342 1220 345 973 241
internal_value=0 -0.00222607 0.00188633 -0.00438483
internal_weight=0 0.00507233 0.00373717 0.00267403
internal_count=3121 2779 2434 1214
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=6
num_cat=0
split_feature=42 43 4 2 49
split_gain=2.42993e-05 2.51057e-05 2.2901e-05 2.80124e-05 3.29699e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.11215000000000001 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0002846142259661942 0.00030233049724332476 -0.00021620073326803049 -4.3706449017347282e-05 -0.00018036130200053168 0.00041077312896712357
leaf_weight=0.0010127970375774275 0.0011663318874031133 0.0015433206285650667 0.0012036470809059598 0.0011726292205973933 0.0012520638076015294
leaf_count=862 448 820 191 287 513
internal_value=0 4.24678e-05 -1.61374e-05 6.89599e-05 0.000188014
internal_weight=0 0.00633799 0.00517166 0.00362834 0.00245571
internal_count=3121 2259 1811 991 704
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=6
num_cat=0
split_feature=484 4 1 13 1
split_gain=2.84177e-05 2.29823e-05 4.70118e-05 4.60584e-05 4.28968e-05
threshold=0.044540000000000003 -0.080924999999999983 0.091615000000000016 -0.059629999999999996 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00013187909228921468 0.00030278203290106526 -0.0004927187841262539 0.00029987863860825677 0.0001309616122612729 -0.00037767016657345656
leaf_weight=0.0019008738378825238 0.0010038634282463705 0.0010366504241634826 0.0011809347130761947 0.001090474696394058 0.0015346744770943117
leaf_count=775 435 1135 387 223 166
internal_value=0 -5.08252e-05 -0.00012254 -2.17161e-05 -0.000166387
internal_weight=0 0.00674361 0.00484273 0.00380608 0.00262515
internal_count=3121 2686 1911 776 389
is_linear=0
shrinkage=0.00196078


Tree=9707
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.32257e-05 2.02602e-05 3.12899e-05 4.83076e-05 4.27777e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00027088310763926212 -0.00016316258519706632 0.00024259823055601583 -0.00020532712367209155 0.00054798893465393672 -0.00023030144183193058
leaf_weight=0.0010474611762256161 0.0014251648405011041 0.0018565968126428222 0.0010241945467053971 0.0010184836174136499 0.001217826871035482
leaf_count=862 828 572 311 351 197
internal_value=0 4.35979e-05 0.000101183 0.000177883 5.52753e-05
internal_weight=0 0.00654227 0.0051171 0.00409291 0.00307442
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=8.82655e-06 2.49612e-05 3.15093e-05 1.68208e-05
threshold=-0.019414999999999998 0.086380000000000012 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0059900197399021214 -0.0043555112585405287 -0.012680089279226448 0.014143412609737567 0.012999514637703827
leaf_weight=0.001807346035241584 0.0010210088148899163 0.0015909842720788605 0.0013639525192802259 0.0012327469759485692
leaf_count=2166 164 368 222 201
internal_value=0 -0.00245868 0.00266922 0.00513725
internal_weight=0 0.00476228 0.0031713 0.00225376
internal_count=3121 2756 2388 365
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=6
num_cat=0
split_feature=42 160 16 4 48
split_gain=4.43157e-05 2.92505e-05 3.2673e-05 4.29093e-05 2.82052e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 0.081805000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00037048245482830923 -0.00018278592467099793 0.00053238822165392033 -0.00017515661936765698 0.00026813728045624525 -0.00011725609633318983
leaf_weight=0.00104860108008003 0.0014463462337834104 0.0011547193085171131 0.0010525627729553403 0.0015455794980533404 0.001383747471736065
leaf_count=862 828 654 311 295 171
internal_value=0 6.35275e-05 0.000132883 0.000212273 8.60862e-05
internal_weight=0 0.00658296 0.00513661 0.00408405 0.00292933
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.00196078


Tree=9710
num_leaves=5
num_cat=0
split_feature=51 160 4 4
split_gain=8.47422e-06 2.60933e-05 1.84732e-05 4.70608e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.080924999999999983 0.24564500000000003
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.015745056565221016 -0.0084416199164922042 0.0077184108584406183 -0.017230654760983111 0.0060731128598588554
leaf_weight=0.0010491507559711854 0.0010195203740872164 0.0014843925213735721 0.0017383513467198702 0.0017279882597681906
leaf_count=651 409 664 1097 300
internal_value=0 0.0014196 -0.00161623 -0.00561361
internal_weight=0 0.00599988 0.00495073 0.00346634
internal_count=3121 2712 2061 1397
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
num_cat=0
split_feature=1 2 2 13 16
split_gain=9.11438e-06 1.60156e-05 2.92757e-05 3.14854e-05 4.58746e-05
threshold=0.12500000000000003 0.11389000000000002 0.099185000000000009 -0.033284999999999988 -0.059624999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01913007528480902 0.0074730383321959352 -0.012728305677928499 0.012718750865784806 -0.012886418728323204 0.016167833346782682
leaf_weight=0.0010079252748751762 0.0013204690717944613 0.0010770559187922241 0.0014268880792181037 0.0010433545267825354 0.001134199961746346
leaf_count=1213 279 323 423 558 325
internal_value=0 -0.00174888 0.000814983 -0.00451713 0.00224676
internal_weight=0 0.00568942 0.00461237 0.00318548 0.00217755
internal_count=3121 2842 2519 2096 883
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.19193e-05 3.21148e-05 2.93299e-05 3.93535e-05 3.98791e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00026468358447623037 -0.00021775731211391055 0.00029355016914285441 0.00033797288457436799 -0.00040640521626659787 0.00010926192757183813
leaf_weight=0.0010653487016903714 0.0014616183025206175 0.001256128976559542 0.0015404035324299735 0.0011063224770335993 0.0012041789485170782
leaf_count=862 828 250 340 656 185
internal_value=0 3.85207e-05 0.000111867 1.4213e-05 -0.000137652
internal_weight=0 0.00656865 0.00510703 0.00356663 0.0023105
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=6
num_cat=0
split_feature=52 160 52 43 1
split_gain=8.24345e-06 2.25099e-05 2.31918e-05 2.36603e-05 3.85281e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.00045499999999999995 0.10612500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0065799609197406406 -0.015177855297356317 -0.015141773016045799 0.014469528437661486 0.015967407303505848 -0.0093285304898102321
leaf_weight=0.0014923709774084179 0.0010239171703915933 0.0010553920981968582 0.0010247301988809856 0.001157591192932747 0.0012547641969068686
leaf_count=771 825 768 233 366 158
internal_value=0 -0.00179744 0.0012522 -0.00265356 0.00280996
internal_weight=0 0.00551639 0.00449248 0.00346775 0.00241236
internal_count=3121 2350 1525 1292 524
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=5
num_cat=0
split_feature=1 2 3 2
split_gain=8.35368e-06 1.2969e-05 2.3096e-05 3.09389e-05
threshold=0.11588000000000001 0.082850000000000021 -0.083924999999999986 0.10613000000000002
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.011683505888632116 0.0056893905754916143 0.010763318063534914 0.0055551224704102412 -0.016329827899963175
leaf_weight=0.0011078291690251327 0.0018794703901564734 0.0014246831827441765 0.0013276138780419851 0.0012581382692062049
leaf_count=638 415 862 869 337
internal_value=0 -0.00210601 0.000539641 -0.00509334
internal_weight=0 0.00511826 0.00401044 0.00258575
internal_count=3121 2706 2068 1206
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=6
num_cat=0
split_feature=42 160 43 15 0
split_gain=3.2589e-05 2.79085e-05 2.9288e-05 2.66882e-05 2.63339e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.03241999999999999 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00032549650066697391 -0.0001939014430237163 0.00037418414539954891 -4.2245927600912402e-05 -0.00016100200861042746 0.00038553940554969648
leaf_weight=0.0010516449699798014 0.0014478006842016016 0.0012583907609540449 0.00111661669343565 0.0016284786601615236 0.001096569287666892
leaf_count=862 828 482 107 601 241
internal_value=0 4.63585e-05 0.000114563 2.9521e-05 0.000169709
internal_weight=0 0.00654786 0.00510006 0.00384166 0.00221319
internal_count=3121 2259 1431 949 348
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.96438e-05 3.72859e-05 4.61953e-05 4.56402e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00013995553768053135 -0.00025419457432307972 -8.0892032441401627e-05 -0.00029999524019343584 0.00042154365794012249
leaf_weight=0.0017470590096255909 0.0010136934096328714 0.0012096262131175504 0.001932668085004147 0.0016341362037791652
leaf_count=870 501 751 345 654
internal_value=0 3.92014e-05 -9.11156e-05 0.000207827
internal_weight=0 0.00652349 0.00367973 0.00284376
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=6
num_cat=0
split_feature=42 43 4 48 0
split_gain=2.49872e-05 4.87079e-05 2.79399e-05 3.99078e-05 5.00437e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 0.086035000000000014 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00028259035066428644 0.00032165221412408886 -0.00027987463867363351 0.00048359874907679133 -0.00026443931081357187 -9.9754797313876591e-05
leaf_weight=0.0010506031553225948 0.0017678642372337709 0.0015099090332207519 0.0011246461998008577 0.0011040232500388117 0.0011369672657562716
leaf_count=862 1041 668 161 174 215
internal_value=0 4.28341e-05 -5.82648e-05 4.11549e-05 0.000190333
internal_weight=0 0.00664341 0.00487555 0.00336564 0.00226161
internal_count=3121 2259 1218 550 376
is_linear=0
shrinkage=0.00196078


Tree=9718
num_leaves=6
num_cat=0
split_feature=4 16 52 43 15
split_gain=8.84678e-06 2.47772e-05 2.31402e-05 3.23418e-05 1.57449e-05
threshold=0.24564500000000003 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.015420771428420145 0.013342877878665213 -0.010508013592163679 -0.0072571741493964691 0.015470014944085845 -0.0038298091767951653
leaf_weight=0.0011206777233308258 0.0011448639806286619 0.0011217323746892474 0.0010239154004100062 0.0016117637981896125 0.0010004654746562725
leaf_count=393 260 631 1193 478 166
internal_value=0 -0.00237093 0.00152129 0.0066409 0.00533447
internal_weight=0 0.00487809 0.00375741 0.00263568 0.00214533
internal_count=3121 2695 2302 1671 426
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=2.6962e-05 3.38287e-05 3.22342e-05 5.0499e-05 3.81502e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00030089588759658458 0.00027761344146758483 -0.00017940225062394375 -0.00054158543126447045 7.3947512649268971e-05 0.00029682936090801731
leaf_weight=0.0010189311147603781 0.0017216502894760715 0.0011071908049779078 0.0010069041155340622 0.0010434937587911757 0.0015550524934629484
leaf_count=862 1041 145 553 280 240
internal_value=0 4.23893e-05 -4.35442e-05 -0.000228327 9.87711e-05
internal_weight=0 0.00643429 0.00471264 0.0020504 0.00266224
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=6
num_cat=0
split_feature=52 15 3 3 2
split_gain=2.01667e-05 3.44733e-05 6.23372e-05 4.18812e-05 3.93973e-05
threshold=0.11434500000000002 -0.016799999999999995 0.097915000000000016 -0.084074999999999997 0.088930000000000023
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.00011677613112595628 -0.00025847342577633856 -7.4347182796229554e-05 -0.0004758030389083369 0.00040673318013516145 0.00037581708903499186
leaf_weight=0.0015644351339844749 0.00101490225429048 0.0012154157225834461 0.0011064907320103997 0.0016271679774280286 0.0010386925325002417
leaf_count=485 501 751 174 654 556
internal_value=0 3.85609e-05 -8.59393e-05 0.000201036 7.9777e-05
internal_weight=0 0.0065522 0.00370962 0.00284258 0.00260313
internal_count=3121 2620 1215 1405 1041
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=6
num_cat=0
split_feature=42 43 4 48 15
split_gain=3.74727e-05 3.08826e-05 3.73204e-05 3.75142e-05 4.38245e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 0.086035000000000014 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0003425692850993612 0.00027810305164160091 -0.00028258650455451404 -5.2721471676176191e-05 -0.00020721349790531456 0.00049405762498509059
leaf_weight=0.0010562226905180324 0.001754958647888316 0.0014994843858972227 0.0010745775730325855 0.0011019888104787444 0.0011851379677337223
leaf_count=862 1041 668 174 174 202
internal_value=0 5.51456e-05 -2.53452e-05 8.9397e-05 0.000234044
internal_weight=0 0.00661615 0.00486119 0.0033617 0.00225972
internal_count=3121 2259 1218 550 376
is_linear=0
shrinkage=0.00196078


Tree=9722
num_leaves=6
num_cat=0
split_feature=484 1 4 150 15
split_gain=2.22725e-05 2.50893e-05 2.82957e-05 6.17086e-05 3.72674e-05
threshold=0.0038100000000000005 0.12500000000000003 -0.080924999999999983 0.076925000000000007 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00010123728958972959 0.00027076005374916207 0.00019399160889146678 -0.00014411358478249762 0.00014000700078771274 -0.00064711742357120416
leaf_weight=0.0017360008236770338 0.0010041847723762853 0.0013692401806313032 0.0011188790775209581 0.0012790867745844439 0.001146659581646219
leaf_count=742 460 232 260 277 1150
internal_value=0 -4.253e-05 -0.000103859 -0.000204306 -0.000398699
internal_weight=0 0.00664987 0.00528063 0.00354463 0.00226554
internal_count=3121 2661 2429 1687 1410
is_linear=0
shrinkage=0.00196078


Tree=9723
num_leaves=6
num_cat=0
split_feature=484 42 43 49 3
split_gain=1.83172e-05 2.82066e-05 4.26461e-05 4.02763e-05 5.19407e-05
threshold=0.044540000000000003 0.083865000000000009 -1.0000000180025095e-35 -0.00064499999999999985 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0004620359613481535 0.00024217518060552483 0.00017544677230926244 -0.00026275009454835836 0.00046936193519264978 -0.00011733807125005137
leaf_weight=0.0010693202734628916 0.0010171656599461641 0.0017328108848218811 0.0015777068663501335 0.0010403980548658904 0.0013114034486608544
leaf_count=783 435 1194 172 364 173
internal_value=0 -4.01307e-05 -0.000114859 -2.03834e-05 0.000142208
internal_weight=0 0.00673164 0.00499883 0.00392951 0.0023518
internal_count=3121 2686 1492 709 537
is_linear=0
shrinkage=0.00196078


Tree=9724
num_leaves=5
num_cat=0
split_feature=42 43 16 48
split_gain=2.77793e-05 5.32505e-05 3.81767e-05 2.76112e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.00029095139496826281 0.00033642081584000263 0.00023811159729392596 -0.00026864649304362561 -0.00014629707097274768
leaf_weight=0.0010697217711916956 0.0018146302967134761 0.0017844910782966977 0.0019630868488536538 0.0012024705246351042
leaf_count=862 1041 558 508 152
internal_value=0 4.90922e-05 -5.62391e-05 8.3359e-05
internal_weight=0 0.00676468 0.00495005 0.00298696
internal_count=3121 2259 1218 710
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=6
num_cat=0
split_feature=43 43 4 48 15
split_gain=9.37695e-06 3.41404e-05 1.56563e-05 2.12252e-05 6.08712e-05
threshold=-0.04890499999999999 -0.13868499999999997 -0.059649999999999988 0.085845000000000019 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.005319419034418591 -0.011621251072339321 0.018854974654969093 -0.011100924260107654 -0.010819084731635122 0.021548641170773708
leaf_weight=0.0013567397718491068 0.0013673862593152663 0.0010259580135565318 0.0010627852700210256 0.0010327624151219247 0.0012341035444527666
leaf_count=321 890 1134 218 222 336
internal_value=0 0.00508975 -0.00261206 0.00108775 0.00644148
internal_weight=0 0.0023827 0.00469704 0.00332965 0.00229689
internal_count=3121 1455 1666 776 554
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=5
num_cat=0
split_feature=51 2 52 0
split_gain=9.22512e-06 2.22817e-05 4.53642e-05 4.38613e-05
threshold=-0.076794999999999988 0.11093500000000002 0.089325000000000015 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0081745615483013387 0.018116035658462353 0.010241888620738354 -0.019999413506481059 -0.0069977179062849495
leaf_weight=0.0011589375387436119 0.0012309423753873187 0.0019772680475405192 0.0011005903853407413 0.0015985770319627524
leaf_count=537 241 451 611 1281
internal_value=0 0.00158331 -0.00277289 0.00392767
internal_weight=0 0.00590738 0.00393011 0.00282952
internal_count=3121 2584 2133 1522
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=6
num_cat=0
split_feature=42 43 4 2 49
split_gain=2.28827e-05 2.88501e-05 2.85406e-05 2.86269e-05 3.01997e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.059649999999999988 0.11215000000000001 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00027718079685522067 0.00025187191549130394 -0.00028364878530853527 -3.409158244534408e-05 -0.0001977651302768952 0.00042179833131532677
leaf_weight=0.0010411973406809997 0.0017410404111485199 0.0013560157342087757 0.0011778074719739481 0.0011560045064329862 0.0010627179893764379
leaf_count=862 1041 637 120 229 232
internal_value=0 3.59384e-05 -4.31664e-05 5.28427e-05 0.000182144
internal_weight=0 0.00649359 0.00475255 0.00339653 0.00224053
internal_count=3121 2259 1218 581 352
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=6
num_cat=0
split_feature=42 43 4 2 49
split_gain=2.18108e-05 2.54088e-05 2.89443e-05 1.97136e-05 4.13282e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.11215000000000001 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00026215285527112441 0.00029880116457538735 -0.00023720532092338727 -8.0100374598892415e-05 -0.00012838872329467692 0.00042349100365654595
leaf_weight=0.0010584067851815556 0.0012017251919359375 0.0016016838499623019 0.0012265235514211717 0.0012006854290965321 0.0012808169844719536
leaf_count=862 448 820 191 287 513
internal_value=0 4.13371e-05 -1.69337e-05 7.82128e-05 0.000177148
internal_weight=0 0.00651144 0.00530971 0.00370803 0.00250734
internal_count=3121 2259 1811 991 704
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=6
num_cat=0
split_feature=43 3 3 3 4
split_gain=9.11256e-06 3.0201e-05 1.67033e-05 2.72913e-05 1.80083e-05
threshold=-0.04890499999999999 -0.077774999999999983 -0.11255999999999998 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0045798965251981506 0.0073275604601803438 0.018232621716418613 -0.019053121532901122 0.0077288113661194251 -0.0099971349869489995
leaf_weight=0.0013796291795904604 0.0012488179690411045 0.0010016762835305163 0.0011131765470459702 0.0013113651085575181 0.0010180863256139395
leaf_count=960 210 495 1100 192 164
internal_value=0 0.005016 -0.00257945 -0.00617323 -1.83103e-05
internal_weight=0 0.00238131 0.00469145 0.00344263 0.00232945
internal_count=3121 1455 1666 1456 356
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=6
num_cat=0
split_feature=51 52 52 2 15
split_gain=8.70409e-06 1.95392e-05 2.00133e-05 6.35154e-05 6.42235e-05
threshold=-0.076794999999999988 -0.057699999999999994 0.10744000000000002 0.10097500000000002 -0.024814999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0079449090600921396 0.012922045806913491 -0.010320955491212855 0.010719568867217871 -0.021364018368216088 0.023769926322066773
leaf_weight=0.0011585976667593464 0.0012005053513802844 0.0011765144106017703 0.0010604168585981399 0.0014250238421911429 0.0010420678076448842
leaf_count=537 575 325 528 305 851
internal_value=0 0.00153494 -0.00137115 -0.00488997 0.00569153
internal_weight=0 0.00590453 0.00470402 0.00364361 0.00221858
internal_count=3121 2584 2009 1481 1176
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=6
num_cat=0
split_feature=4 16 4 2 15
split_gain=1.05922e-05 2.18071e-05 1.9933e-05 4.55668e-05 1.57143e-05
threshold=0.24564500000000003 -0.094359999999999986 0.0061450000000000003 0.096540000000000015 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014826104872743124 0.013789740776925439 -0.018057235405904516 0.011808446110199546 0.008561869634579165 -0.0033167945629951341
leaf_weight=0.0011227196036159176 0.001152264681165418 0.0012064559271618761 0.0011821735398626133 0.0013771190870180844 0.0010056755470756154
leaf_count=393 260 1543 275 484 166
internal_value=0 -0.00259396 0.00105293 -0.00386849 0.0058175
internal_weight=0 0.00488847 0.00376575 0.00258358 0.00215794
internal_count=3121 2695 2302 2027 426
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=6
num_cat=0
split_feature=51 160 16 2 1
split_gain=9.16541e-06 2.26904e-05 2.03626e-05 2.92701e-05 2.90535e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.056919999999999991 0.096540000000000015 0.10871500000000002
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.014869374983643661 -0.0087201500272577771 0.013844415883890744 -0.021046050715789411 0.0028054139342652273 -0.0061809554722329378
leaf_weight=0.0010453184347907832 0.0010323740860315022 0.0014823596627110941 0.0010144196333808726 0.0010440450592713896 0.0014170982021094651
leaf_count=651 409 995 518 358 190
internal_value=0 0.00148021 -0.00134273 -0.00894868 0.0040571
internal_weight=0 0.00600324 0.00495792 0.00205846 0.00289946
internal_count=3121 2712 2061 876 1185
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=6
num_cat=0
split_feature=4 16 48 2 3
split_gain=8.58655e-06 1.96937e-05 2.04847e-05 2.40145e-05 1.30608e-05
threshold=0.24564500000000003 -0.094359999999999986 0.084855000000000014 0.096540000000000015 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.013968824156392152 0.013520910662656311 -0.011269186586358365 0.013280483085582592 0.0077329877103514029 -0.0020845592280690525
leaf_weight=0.0011210746862045091 0.001011137860298765 0.0015979905297857115 0.0010136493946287651 0.0011391922318408007 0.0011420694710453858
leaf_count=393 93 1451 409 442 333
internal_value=0 -0.00233934 0.00113656 -0.00336064 0.00524371
internal_weight=0 0.00487191 0.00375083 0.00273718 0.00215321
internal_count=3121 2695 2302 1893 426
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.38711e-05 2.62475e-05 4.80221e-05 4.69086e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00016856750518038345 -0.00028767489088969217 -0.00011530593778523653 -0.0002854005929261994 0.00039866250850602579
leaf_weight=0.0016832144801845932 0.0010032221953336275 0.0011872285099027047 0.0019152769654299448 0.0016065697208194564
leaf_count=870 501 751 345 654
internal_value=0 3.76545e-05 -7.30545e-05 0.000180251
internal_weight=0 0.00639229 0.00359849 0.0027938
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=6
num_cat=0
split_feature=52 0 52 52 16
split_gain=2.23922e-05 3.05708e-05 3.79291e-05 4.58844e-05 3.99296e-05
threshold=0.11434500000000002 -0.14920999999999998 0.083680000000000018 -0.057699999999999994 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00017039604954857354 -0.00027434519071828161 0.00029783359206950855 0.00046141322245311006 0.00012176959083321806 -0.00042194666095356339
leaf_weight=0.0018759584298142784 0.0010061990278160725 0.0014582978863369959 0.0010138282208940926 0.0010168982647240721 0.0010612057383883652
leaf_count=232 501 851 506 200 831
internal_value=0 4.02296e-05 0.000127066 3.1214e-05 -0.000155885
internal_weight=0 0.00642619 0.00455023 0.0035364 0.0020781
internal_count=3121 2620 2388 1882 1031
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=5
num_cat=0
split_feature=43 43 16 2
split_gain=9.17771e-06 2.83496e-05 1.75769e-05 2.13915e-05
threshold=-0.04890499999999999 -0.13868499999999997 -0.056919999999999991 0.089885000000000007
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=-0.0044567040006553652 -0.009244128615801827 0.01764827429566302 -0.010226584025996723 0.0088619546368273253
leaf_weight=0.0013489462943267379 0.0010196188275606649 0.0010180499090842599 0.0018322275758205662 0.0018123690050453369
leaf_count=321 603 1134 600 463
internal_value=0 0.00505069 -0.0025946 0.0023431
internal_weight=0 0.002367 0.00466422 0.00283199
internal_count=3121 1455 1666 1066
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=6
num_cat=0
split_feature=51 160 43 2 3
split_gain=8.76808e-06 1.92451e-05 2.19133e-05 2.65349e-05 5.01111e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013791548617883368 -0.0085438482207233248 0.012055394525634686 -0.010023815584471449 -0.015936274359158988 0.018228808871476612
leaf_weight=0.0010429551513358561 0.0010295522804893813 0.0010016823260234932 0.0015564331923413732 0.00134112147856721 0.0010522006625921917
leaf_count=651 409 188 1307 412 154
internal_value=0 0.00144571 -0.00115478 -0.00450497 0.00137197
internal_weight=0 0.00599439 0.00495144 0.00394976 0.00260863
internal_count=3121 2712 2061 1873 1461
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=6
num_cat=0
split_feature=42 160 43 4 4
split_gain=1.96505e-05 2.63926e-05 2.69292e-05 3.95989e-05 3.77147e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00025712692604404455 -0.00020105360940639538 0.00035802346625339208 0.00010238268448994249 0.00029547818478554679 -0.00038975586637394365
leaf_weight=0.0010048281334052184 0.001386198677072556 0.0012192370663526783 0.0012822101510632582 0.001317771466706562 0.0011230459923200077
leaf_count=862 828 482 588 180 181
internal_value=0 3.80425e-05 0.000105104 2.22762e-05 -0.000127403
internal_weight=0 0.00632846 0.00494226 0.00372303 0.00240526
internal_count=3121 2259 1431 949 769
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=5
num_cat=0
split_feature=1 12 49 1
split_gain=9.09455e-06 1.17534e-05 2.77211e-05 2.02472e-05
threshold=0.11588000000000001 0.092355000000000007 -0.006494999999999999 0.089875000000000024
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.011928278359144121 0.0059024115525769501 -0.011109129504491895 -0.0013572117843589906 0.016105278651972348
leaf_weight=0.0012542935555770731 0.0018941552271703544 0.0011502006188490524 0.0015668594139733498 0.001152266192464846
leaf_count=458 415 805 1167 276
internal_value=0 -0.00220709 0.000369819 0.00604275
internal_weight=0 0.00512362 0.00397342 0.00271913
internal_count=3121 2706 1901 1443
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=6
num_cat=0
split_feature=52 13 3 15 13
split_gain=2.28831e-05 3.98311e-05 1.90116e-05 3.85127e-05 3.46917e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.097454999999999986 0.043850000000000007
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027370349288774915 -0.00027281100190778451 0.00031321026231044839 -0.00029378106367532539 -0.0003196915126503899 0.00015025262867294299
leaf_weight=0.0019586739505761744 0.0010466846165918635 0.0011004400177235972 0.001036553002529101 0.0014735188603631406 0.0010233837323852372
leaf_count=776 501 261 133 1137 313
internal_value=0 3.92776e-05 -5.98106e-05 7.60665e-06 -0.00012708
internal_weight=0 0.00659257 0.0046339 0.00359734 0.0024969
internal_count=3121 2620 1844 1711 1450
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.43265e-05 3.33656e-05 3.10461e-05 5.45942e-05 3.89738e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00027755533165984642 -0.00022303515729982408 0.00024311668856197798 -0.00018505684529908291 0.00058673892825720239 -0.00021002468835705742
leaf_weight=0.0010635310634833691 0.0014253570433005042 0.0018287245407708076 0.0010455825176505758 0.00101859799689812 0.0012142830917496472
leaf_count=862 828 572 311 351 197
internal_value=0 4.22222e-05 0.000116252 0.000193819 6.2295e-05
internal_weight=0 0.00653255 0.00510719 0.00406161 0.00304301
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=6
num_cat=0
split_feature=52 0 2 13 0
split_gain=2.57775e-05 3.15059e-05 5.49574e-05 3.64577e-05 1.66898e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 0.0076650000000000008 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016502554098173875 -0.00028556248703462747 1.6971584576540892e-05 0.00052840447226901784 -0.00020866162994317571 0.0003589500777531716
leaf_weight=0.0019949028441120526 0.0010673845783101881 0.0011386040494762257 0.0010347773878038903 0.0015811533636312012 0.001058965840246165
leaf_count=232 501 1462 441 294 191
internal_value=0 4.21662e-05 0.000128035 1.83961e-05 0.000181764
internal_weight=0 0.0068084 0.0048135 0.00377872 0.00219757
internal_count=3121 2620 2388 1947 1653
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=6
num_cat=0
split_feature=40 2 4 16 4
split_gain=8.65611e-06 3.05626e-05 3.34009e-05 4.26551e-05 2.49449e-05
threshold=-0.013874999999999998 0.11215000000000001 -0.10429499999999998 -0.032969999999999992 0.181285
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0085717510116652875 -0.011740171879748974 -0.013263671081214214 -0.011698963566910492 0.024023358402050471 0.0097976477047094623
leaf_weight=0.0010048607560699451 0.0011613528725962206 0.0016076925643151553 0.0010032030450069834 0.0011019789858293734 0.0011686437474918113
leaf_count=329 264 420 1145 803 160
internal_value=0 -0.00145157 0.00283016 0.00799883 -0.000131904
internal_weight=0 0.00604287 0.00443518 0.00327383 0.00217185
internal_count=3121 2792 2372 2108 1305
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=5
num_cat=0
split_feature=51 2 52 0
split_gain=1.04762e-05 2.41451e-05 3.86937e-05 3.78521e-05
threshold=-0.076794999999999988 0.11093500000000002 0.089325000000000015 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0087147563867536106 0.016616229371950564 0.010715483344524953 -0.018836237943058214 -0.0067936882259760261
leaf_weight=0.0011576010259990426 0.0012179932013717573 0.0019712352520907207 0.0010921324044388071 0.0015954490465100266
leaf_count=537 241 451 611 1281
internal_value=0 0.00169319 -0.00286058 0.00334091
internal_weight=0 0.00587681 0.00390557 0.00281344
internal_count=3121 2584 2133 1522
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=5
num_cat=0
split_feature=3 3 49 15
split_gain=8.87243e-06 2.93344e-05 2.3389e-05 2.90554e-05
threshold=-0.083924999999999986 -0.13309499999999996 -0.006494999999999999 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.003938080279143513 -0.014310050282218729 0.017930290003087122 -0.0063581749490804031 0.012920128169825712
leaf_weight=0.0015601765779543705 0.0012514545413090609 0.0010108124223082624 0.0018444798267418466 0.0013569273761718087
leaf_count=316 379 820 894 712
internal_value=0 0.00465971 -0.0027183 0.001813
internal_weight=0 0.00257099 0.00445286 0.00320141
internal_count=3121 1136 1985 1606
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=4.47317e-05 2.99439e-05 3.63935e-05 3.68975e-05 4.58068e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00037998885731274716 -0.00019228294605009468 0.00028983911055211766 0.00038203563413064315 -0.00041729472774924619 0.00013463866640744815
leaf_weight=0.0010369871518113869 0.0014318728248166237 0.0012656552005804334 0.0015269299193980341 0.0010968733275300397 0.0012223909590553369
leaf_count=862 828 250 340 656 185
internal_value=0 5.8333e-05 0.000128533 2.05578e-05 -0.000126393
internal_weight=0 0.00654372 0.00511185 0.00358492 0.00231926
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=6
num_cat=0
split_feature=42 43 4 52 0
split_gain=2.64507e-05 2.85216e-05 3.16098e-05 2.09974e-05 2.1764e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.049749999999999996 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00029651830149002631 0.00032246032267731228 -0.00025118926972671386 0.00030572229425683274 0.00020038953121681469 -0.00017192628400134423
leaf_weight=0.0010057391347780614 0.0011682037499791192 0.0015486069284619676 0.0011265034049121312 0.0010337889742754339 0.0014507311006616457
leaf_count=862 448 820 322 149 520
internal_value=0 4.58047e-05 -1.68335e-05 8.36713e-05 -1.70086e-05
internal_weight=0 0.00632783 0.00515963 0.00361102 0.00248452
internal_count=3121 2259 1811 991 669
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=3.02209e-05 2.49068e-05 3.63529e-05 4.90604e-05 3.79483e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00031339939246225037 -0.00018404895471180459 0.00024333414791224687 -0.00021900916816831718 0.00056312957202313675 -0.00020089063452894711
leaf_weight=0.0010558172394793093 0.0014406390104170974 0.0018672716316744226 0.0010449967022353214 0.001021305038780541 0.0012239754402593303
leaf_count=862 828 572 311 351 197
internal_value=0 4.3891e-05 0.000107561 0.000190542 6.74439e-05
internal_weight=0 0.00659819 0.00515755 0.00411255 0.00309125
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.43035e-05 2.82154e-05 3.59791e-05 4.97652e-05 4.32315e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00028357279658786219 -0.00020404422770283466 0.00025606545668061936 -0.00021891912288134432 0.00056677208954772807 -0.00022084405801547653
leaf_weight=0.0010383463825226341 0.0014294149764627626 0.0018289649709508729 0.0010336296637109398 0.0010152913727780044 0.0012170770916067057
leaf_count=862 828 572 311 351 197
internal_value=0 3.93975e-05 0.000107696 0.000190821 6.55114e-05
internal_weight=0 0.00652438 0.00509496 0.00406133 0.00304604
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=5
num_cat=0
split_feature=51 2 52 0
split_gain=8.45303e-06 2.17828e-05 3.32184e-05 3.31105e-05
threshold=-0.076794999999999988 0.11093500000000002 0.089325000000000015 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0078332403804498088 0.015339837871742848 0.010063517323612908 -0.017590975879063789 -0.0065329986081403436
leaf_weight=0.0011588566079990736 0.0012197606323316387 0.0019778027536509722 0.0010953331519620909 0.0015997712177742906
leaf_count=537 241 451 611 1281
internal_value=0 0.00150955 -0.00281194 0.00292943
internal_weight=0 0.00589267 0.00391487 0.00281953
internal_count=3121 2584 2133 1522
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=5
num_cat=0
split_feature=42 43 16 0
split_gain=2.64032e-05 4.18235e-05 2.35408e-05 2.37304e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.00029359301463045628 0.00029832908663011618 -0.00017858275730652415 -0.00022496895438475198 0.00019007419443852443
leaf_weight=0.0010538342387113016 0.0017699907815572329 0.0010533163032744545 0.0018859754407407336 0.0018509803434193376
leaf_count=862 1041 110 508 600
internal_value=0 4.07717e-05 -5.43949e-05 5.63715e-05
internal_weight=0 0.00656026 0.00479027 0.0029043
internal_count=3121 2259 1218 710
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=5
num_cat=0
split_feature=3 0 43 1
split_gain=8.99804e-06 2.35229e-05 3.54755e-05 1.31851e-05
threshold=-0.12018999999999998 -0.053834999999999994 -0.035139999999999991 0.10508500000000001
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0057423126241020446 0.01713997575744208 -0.013638449627041286 -0.011842473873534059 0.0022032436252562375
leaf_weight=0.0019538416892908427 0.0010771587352654869 0.0013358997455276173 0.0012513728237199357 0.0014344579577347735
leaf_count=342 1220 345 981 233
internal_value=0 -0.00223892 0.00180803 -0.00434089
internal_weight=0 0.00509889 0.00376299 0.00268583
internal_count=3121 2779 2434 1214
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=6
num_cat=0
split_feature=0 47 2 49 3
split_gain=9.48048e-06 2.7349e-05 3.50506e-05 3.29504e-05 1.5176e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 -0.0060549999999999988 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.004869439260547532 -0.0035914035531261755 -0.01522561666287902 -0.012336611128764594 0.019012643798077808 0.012821946200192603
leaf_weight=0.0010000837427654172 0.0010402299039374424 0.0012554364757184347 0.0011525880161566155 0.0013679272837487492 0.0012287529709672359
leaf_count=399 164 310 388 1659 201
internal_value=0 -0.00255353 0.0019653 0.00892651 0.00529714
internal_weight=0 0.00477604 0.0035206 0.00236801 0.00226898
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=6
num_cat=0
split_feature=1 150 0 47 2
split_gain=8.31951e-06 1.63364e-05 2.87042e-05 1.98656e-05 1.57723e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 1.0000000180025095e-35 0.09167500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0048381833619733448 0.007094401791678015 0.0082636941127947599 0.0077468588559573412 -0.020865685891384402 -0.01280561109721106
leaf_weight=0.0010092974964015604 0.0013316581694499908 0.0012801511762359687 0.0013259496067590292 0.0010692122623718273 0.0010173513926530515
leaf_count=1210 279 368 203 348 713
internal_value=0 -0.00168429 -0.00456432 -0.00983716 -0.00401877
internal_weight=0 0.00570196 0.00442181 0.00309586 0.00202665
internal_count=3121 2842 2474 2271 1923
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=8.21601e-06 2.59051e-05 2.54373e-05 2.384e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0055297873584642353 0.014498538587044377 0.015882043910292555 -0.013283780137785504 -0.004368345944851088
leaf_weight=0.0019541048495662202 0.0011861408837013647 0.0010750358554953432 0.0012715417107878484 0.0015383414488580518
leaf_count=1636 469 532 228 256
internal_value=0 0.00210216 -0.00160499 0.00384561
internal_weight=0 0.00507106 0.00399602 0.00272448
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=6
num_cat=0
split_feature=3 3 47 1 49
split_gain=9.68281e-06 1.59246e-05 3.20682e-05 2.82566e-05 1.68638e-05
threshold=0.13524500000000003 0.097915000000000016 0.085270000000000026 0.077565000000000009 -0.0060549999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01566122509012171 0.0084209090139733093 -0.012565737467687335 0.01514926419871989 -0.0047411519238239243 0.012474533538233495
leaf_weight=0.001297088097268027 0.0011388871282843301 0.0010894613573699564 0.0011788471750799369 0.001302719603079017 0.0010102390745276581
leaf_count=1512 192 132 330 251 704
internal_value=0 -0.00165341 0.000829116 -0.00384707 0.0027782
internal_weight=0 0.00587836 0.00478889 0.00361005 0.00231296
internal_count=3121 2929 2797 2467 955
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=5
num_cat=0
split_feature=51 2 52 0
split_gain=8.24197e-06 2.24035e-05 2.79581e-05 3.15446e-05
threshold=-0.076794999999999988 0.11093500000000002 0.089325000000000015 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0077781136319185129 0.014562865151520651 0.010194175323942857 -0.016493532991777037 -0.0068489304353654065
leaf_weight=0.0011446718123847644 0.0012096273788294984 0.0019682821783592219 0.001089194703715152 0.0015957012992560214
leaf_count=537 241 451 611 1281
internal_value=0 0.00149879 -0.00289583 0.0023836
internal_weight=0 0.00586281 0.00389452 0.00280533
internal_count=3121 2584 2133 1522
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=6
num_cat=0
split_feature=16 1 150 13 15
split_gain=2.28539e-05 4.75812e-05 3.30285e-05 3.17607e-05 2.63516e-05
threshold=0.0039400000000000008 0.08592000000000001 0.076925000000000007 0.038215000000000006 -0.10653
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.00045253725509920465 -2.9897948883382128e-05 7.0568516217581382e-05 0.00024976669969028754 0.00039975897249367571 -0.00033461819743481395
leaf_weight=0.0010641970300170446 0.0017036060607143462 0.0012926868251268561 0.0014510479527703232 0.0010813061777380987 0.0011807826156704365
leaf_count=1352 640 257 242 188 442
internal_value=0 -8.48021e-05 1.49152e-05 0.000136926 -0.000122859
internal_weight=0 0.00498871 0.00392452 0.00278491 0.00247347
internal_count=3121 2293 941 828 699
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=5
num_cat=0
split_feature=0 16 16 43
split_gain=1.04141e-05 2.15667e-05 2.16638e-05 1.75895e-05
threshold=-0.060129999999999996 -0.056919999999999991 -0.27167499999999994 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0083123809997201464 0.013936276745089422 -0.014813726398501509 0.0090076095675317748 -0.0018558445853324628
leaf_weight=0.001301697795845708 0.0011844082263214625 0.001160871565089679 0.0016220933904850529 0.001743564654185526
leaf_count=318 206 1068 1162 367
internal_value=0 -0.003282 0.0012966 0.0045323
internal_weight=0 0.00408466 0.00292379 0.00292797
internal_count=3121 2548 1480 573
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=6
num_cat=0
split_feature=0 47 2 4 3
split_gain=8.63389e-06 2.40848e-05 2.69029e-05 3.21832e-05 1.37076e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.002698667514726351 -0.0034072864593014799 -0.014393663138612482 -0.010749368171366099 0.020782338959797669 0.012231579065242654
leaf_weight=0.0012907278814378803 0.0010335787575616873 0.0012436846161018255 0.0011478329583895865 0.001065612965202186 0.0012244324035000443
leaf_count=1703 164 310 388 355 201
internal_value=0 -0.00243836 0.00180476 0.0079202 0.00507307
internal_weight=0 0.00474786 0.00350417 0.00235634 0.00225801
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=6
num_cat=0
split_feature=52 52 15 12 3
split_gain=2.86505e-05 3.97965e-05 3.97897e-05 2.92283e-05 3.76116e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 0.09202500000000001 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00028675859778923057 -0.00029400587214786989 0.00037389500590468783 -0.00039216679239284058 0.00015536878766187848 4.721106336243881e-05
leaf_weight=0.0012528495129085701 0.0010783428638935725 0.0011998882646530023 0.0018108315118506922 0.0011535514044560677 0.0012774498070725845
leaf_count=235 501 562 1053 573 197
internal_value=0 5.03819e-05 -2.02645e-05 -0.000110946 -0.000210421
internal_weight=0 0.00669457 0.00549468 0.00424183 0.00308828
internal_count=3121 2620 2058 1823 1250
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=6
num_cat=0
split_feature=4 4 2 2 12
split_gain=9.84668e-06 2.33015e-05 2.19698e-05 2.59485e-05 1.96671e-05
threshold=0.27834500000000006 0.098655000000000007 0.10774000000000002 0.093175000000000022 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012893877255260998 0.0069749571640247811 -0.015284056279491235 0.012934210843912032 -0.015821735979353789 -0.0062717705086173699
leaf_weight=0.0010664852546260531 0.0015661458382138903 0.0010656259958665114 0.0011701201590179427 0.0010660357340332408 0.0010752273867482144
leaf_count=217 340 207 391 434 1532
internal_value=0 -0.00202287 0.00120506 -0.00307349 0.00327194
internal_weight=0 0.00544349 0.00437787 0.00320775 0.00214171
internal_count=3121 2781 2574 2183 1749
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=7
num_cat=0
split_feature=52 52 15 42 151 3
split_gain=3.15372e-05 3.45403e-05 4.95281e-05 3.70807e-05 3.11164e-05 2.1336e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 0.075730000000000006 -0.0038099999999999996 0.048265000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00032869655321979984 -0.00031144656210114465 0.00035324789251245121 0.00026876579289088036 -0.00041980090814153329 5.9713803155495407e-05 -0.00033509707469532341
leaf_weight=0.0012547173380221483 0.0010678314784520748 0.0011973097969363508 0.0010586766555453282 0.0011258417378281452 0.0010234918558224867 0.0010832137134388427
leaf_count=235 501 562 233 897 536 157
internal_value=0 5.12231e-05 -1.39809e-05 -0.000114177 -5.47456e-06 -0.000143288
internal_weight=0 0.00674325 0.00554594 0.00429122 0.00316538 0.00210671
internal_count=3121 2620 2058 1823 926 693
is_linear=0
shrinkage=0.00196078


Tree=9764
num_leaves=5
num_cat=0
split_feature=16 1 4 52
split_gain=8.55183e-06 2.76442e-05 5.39158e-05 1.62617e-05
threshold=-0.48836499999999994 0.11323000000000001 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0070737972662071992 -0.0057449022242134912 0.0095958035222399943 -0.02195969680349559 0.0098308388162123492
leaf_weight=0.0013714229251728487 0.0013065040675390202 0.0015594452868841801 0.001400508346297011 0.00137651434848701
leaf_count=274 1113 357 548 829
internal_value=0 -0.0017303 -0.0060556 0.00224618
internal_weight=0 0.00564297 0.00408353 0.00268302
internal_count=3121 2847 2490 1942
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=6
num_cat=0
split_feature=42 43 4 1 16
split_gain=2.30956e-05 2.88753e-05 3.57436e-05 2.58476e-05 3.02265e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.094385000000000011 -0.45661999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00026960435876931434 0.00031729531563384967 -0.00026463438191827904 -0.00018061656485305306 -3.3423625608127709e-05 0.00038307425649315886
leaf_weight=0.001050364299080603 0.0012079638284868566 0.0015892866810205681 0.0010092113023413016 0.0012636779913323469 0.0014257664568907208
leaf_count=862 448 820 508 152 331
internal_value=0 4.37751e-05 -1.87072e-05 8.6966e-05 0.000187376
internal_weight=0 0.00649591 0.00528794 0.00369866 0.00268944
internal_count=3121 2259 1811 991 483
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=6
num_cat=0
split_feature=12 52 4 15 52
split_gain=8.95639e-06 2.31642e-05 5.42908e-05 2.44178e-05 6.43851e-06
threshold=0.098810000000000023 -0.087769999999999987 -0.0016099999999999997 -0.10091499999999999 0.084505000000000011
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011751083242599217 -0.0069090803837394887 0.022854960299581895 0.004438371609473803 -0.015338254395639279 0.011517568812458049
leaf_weight=0.0010220219459373845 0.0014831704881346202 0.0010030136887842194 0.0013235555502538296 0.0011817276933998814 0.0010006276493063535
leaf_count=564 477 715 363 365 637
internal_value=0 0.00184192 0.004923 -0.00489015 0.017193
internal_weight=0 0.00553095 0.00450892 0.00250528 0.00200364
internal_count=3121 2644 2080 728 1352
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=6
num_cat=0
split_feature=15 1 1 0 2
split_gain=8.36432e-06 2.55436e-05 3.82888e-05 3.84704e-05 2.39794e-05
threshold=0.024640000000000006 1.0000000180025095e-35 0.11039500000000001 -0.11756999999999999 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.010077145647646968 -0.0080429087991698636 0.0047237957700454478 -0.017783603679082372 0.0078328836565260285 0.026176993911654768
leaf_weight=0.0014450134071630014 0.0010931352524087296 0.001076455814761144 0.0010479792240801755 0.0013306350468508098 0.001009759050526532
leaf_count=850 1192 331 144 337 267
internal_value=0 0.00147917 0.0052193 -0.00345333 0.0151075
internal_weight=0 0.00590984 0.00446483 0.00237861 0.00208621
internal_count=3121 1929 1079 481 598
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=6
num_cat=0
split_feature=42 43 4 1 16
split_gain=2.74853e-05 2.27242e-05 5.04939e-05 2.8479e-05 3.14723e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.094385000000000011 -0.45661999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00029514595608032371 0.0002891329128606265 -0.00029754644618904593 -0.00016190886665627788 -1.912747241537343e-06 0.00041959446173084325
leaf_weight=0.0010465784954394172 0.0012146475687794134 0.0016170352599366939 0.0010250083063209651 0.0012858882781113484 0.0014479050227048369
leaf_count=862 448 820 508 152 331
internal_value=0 4.69111e-05 -7.81789e-06 0.000116823 0.000221331
internal_weight=0 0.00659048 0.00537584 0.0037588 0.00273379
internal_count=3121 2259 1811 991 483
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.29303e-05 2.61924e-05 3.40275e-05 3.67669e-05 5.31742e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00027488147737785262 -0.00019639440276009257 0.00027778684181301212 0.00035799359943337791 -0.00045971974098817103 0.000138544304232868
leaf_weight=0.0010258751503390163 0.001396049714246228 0.0012189474674090006 0.0014697099511610458 0.0010812680899819776 0.0012107791697782368
leaf_count=862 828 250 340 656 185
internal_value=0 4.09682e-05 0.000107499 2.64137e-06 -0.000143685
internal_weight=0 0.00637675 0.0049807 0.00351099 0.00229205
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=6
num_cat=0
split_feature=13 0 47 4 1
split_gain=9.18388e-06 2.0536e-05 2.88515e-05 2.95546e-05 1.29707e-05
threshold=-0.084034999999999985 -0.019414999999999998 0.090280000000000013 0.0061450000000000003 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0023595768843759739 -0.013173868191929304 0.0069344473041235534 -0.020358317437590926 0.0097301939228283396 0.013570094324485849
leaf_weight=0.0010188317112010594 0.0010137983245956305 0.0016142580785697587 0.0010683087908563561 0.0012680405835232811 0.0010257960332190619
leaf_count=632 1285 306 231 377 290
internal_value=0 -0.00233106 -0.00679562 -0.000445853 0.00563239
internal_weight=0 0.00496441 0.00335015 0.00228184 0.00204463
internal_count=3121 2199 1893 1662 922
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=6
num_cat=0
split_feature=42 43 0 52 12
split_gain=1.84388e-05 2.64707e-05 2.60022e-05 3.55762e-05 1.90425e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 -0.0064899999999999992 0.096475000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0002450497567349186 0.00024855082609578964 -0.00018056969847197668 -0.0003942530095608133 0.00028534342212227281 -1.465533784154169e-05
leaf_weight=0.0010118007224099931 0.0017089921423765024 0.0010733409904639219 0.0010090450982329993 0.0015258337877460182 0.0010234022937331744
leaf_count=862 1041 145 650 240 183
internal_value=0 3.99847e-05 -3.69727e-05 9.29425e-05 -0.000203113
internal_weight=0 0.00634061 0.00463162 0.00259917 0.00203245
internal_count=3121 2259 1218 385 833
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=5
num_cat=0
split_feature=3 3 0 3
split_gain=8.65125e-06 1.43388e-05 2.79519e-05 2.10856e-05
threshold=0.13524500000000003 0.083060000000000009 -0.060129999999999996 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0070510799552055241 0.007984862179436383 -0.0092118616515231375 -0.00055834706590426105 0.019071443408657254
leaf_weight=0.0019559574789711496 0.0011351125837678454 0.0017255243170732791 0.0010788395774040879 0.0011104578257514729
leaf_count=2251 192 228 172 278
internal_value=0 -0.00155196 0.00163658 0.0093983
internal_weight=0 0.00587078 0.00414525 0.0021893
internal_count=3121 2929 2701 450
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=6
num_cat=0
split_feature=12 52 4 2 52
split_gain=8.22197e-06 2.03843e-05 4.46677e-05 2.18606e-05 5.68507e-06
threshold=0.098810000000000023 -0.087769999999999987 -0.0016099999999999997 0.098035000000000011 0.084505000000000011
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011005938579293911 -0.0066168287799442732 0.021119454399670987 -0.014788359794052592 0.0040586215795679085 0.010462620311085092
leaf_weight=0.0010181597027051348 0.0014826501944685206 0.0010007418100055816 0.0011019239371008061 0.0013939671851589406 0.0010016072630912825
leaf_count=564 477 715 393 335 637
internal_value=0 0.00177121 0.00466327 -0.00426223 0.0157887
internal_weight=0 0.0055164 0.00449824 0.00249589 0.00200235
internal_count=3121 2644 2080 728 1352
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=6
num_cat=0
split_feature=52 52 4 16 15
split_gain=2.13424e-05 2.6419e-05 3.5027e-05 2.75371e-05 2.27754e-05
threshold=0.11434500000000002 0.070205000000000017 -0.04890499999999999 -0.070454999999999976 -0.10469999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00032367499392659254 -0.00026383183966855779 0.00030878286879303199 0.0001186639006123967 0.00027132613838342913 -0.00025079777424284272
leaf_weight=0.0011305476554427088 0.001021927028945796 0.0011622503732954545 0.0013346780624506694 0.0015601852486712693 0.0012351241010056034
leaf_count=666 501 562 212 875 305
internal_value=0 4.12413e-05 -1.78688e-05 6.5843e-05 -5.89105e-05
internal_weight=0 0.00642279 0.00526054 0.00412999 0.0025698
internal_count=3121 2620 2058 1392 517
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=5
num_cat=0
split_feature=52 13 13 2
split_gain=1.65116e-05 2.90008e-05 1.98257e-05 2.54806e-05
threshold=0.11434500000000002 -0.084034999999999985 0.05868000000000001 0.085155000000000022
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.00023762438268556604 -0.00023453087527904897 9.4433807303086016e-05 0.00011390383619873795 -0.00029697427371703236
leaf_weight=0.0018952516636447014 0.0010186564335221675 0.0010052856342716483 0.0017141052434107313 0.0017571872882232744
leaf_count=776 501 580 347 917
internal_value=0 3.43221e-05 -5.17501e-05 -0.000154538
internal_weight=0 0.00637183 0.00447658 0.00276247
internal_count=3121 2620 1844 1497
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=6
num_cat=0
split_feature=52 160 52 16 16
split_gain=9.25818e-06 2.33691e-05 2.60639e-05 4.33522e-05 1.41551e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.18708499999999997 -0.52595999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0069654482840042905 -0.015507197271445939 -0.0031130664709353452 0.01346198501909863 -0.01872799898675076 0.013543050896782607
leaf_weight=0.0014971436030943525 0.0010271903575408223 0.0010096987825173988 0.0012522440874662049 0.00118729470966694 0.0010314519020161129
leaf_count=771 825 119 333 868 205
internal_value=0 -0.00190292 0.00121584 -0.00353418 0.00530375
internal_weight=0 0.00550788 0.00448069 0.00322845 0.00204115
internal_count=3121 2350 1525 1192 324
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=6
num_cat=0
split_feature=4 16 4 52 15
split_gain=8.71834e-06 2.558e-05 2.49612e-05 3.983e-05 1.30635e-05
threshold=0.24564500000000003 -0.094359999999999986 0.0052350000000000009 1.0000000180025095e-35 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015744810307653484 0.012640846275117546 -0.017042254787156132 0.013631098028645875 0.0078847748872281007 -0.0030094137068911904
leaf_weight=0.0011022946289632619 0.0011381459864816899 0.0012196861769124387 0.001179053544709186 0.0013510962175535739 0.0010037082347988434
leaf_count=393 260 1230 285 787 166
internal_value=0 -0.00235293 0.00158372 -0.00394165 0.00530688
internal_weight=0 0.00485213 0.00374984 0.00257078 0.00214185
internal_count=3121 2695 2302 2017 426
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.33809e-05 2.19148e-05 3.04048e-05 4.30583e-05 3.5845e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0002747819785857266 -0.00017204113365588977 0.00023894496754219962 -0.00019658087579435909 0.00053409733196152639 -0.00019924957954429255
leaf_weight=0.0010268436375078559 0.0014111331253007786 0.0017996435131153276 0.0010257865592392251 0.0010001965582152692 0.0011938310033998557
leaf_count=862 828 572 311 351 197
internal_value=0 4.38412e-05 0.000104533 0.000181875 6.41881e-05
internal_weight=0 0.00643059 0.00501946 0.00399367 0.00299347
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.2335e-05 2.74733e-05 3.87136e-05 5.36935e-05 3.75518e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00026778991986927731 -0.00019783452764888414 0.00023802220518236131 -0.0002303302803570343 0.00057816241915516783 -0.00020325559015600949
leaf_weight=0.0010507429387952546 0.0014584680277539277 0.0018664019338580817 0.0010451302865839302 0.0010373185256020443 0.0012300649333862241
leaf_count=862 828 572 311 351 197
internal_value=0 3.9881e-05 0.000106826 0.000192068 6.27255e-05
internal_weight=0 0.00663738 0.00517892 0.00413379 0.00309647
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=6
num_cat=0
split_feature=52 15 0 16 0
split_gain=9.31232e-06 1.8894e-05 1.76224e-05 3.68078e-05 1.33192e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.15202999999999997 -0.056919999999999991 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.01478057236240099 0.0083700631210669469 -0.0040672026286875133 -0.00528130873831722 -0.017289748063922514 0.010531018939917137
leaf_weight=0.0010814722347416137 0.0011555698271759887 0.0010465706483487945 0.0010399717291600305 0.0015886299928864799 0.0010921264153666273
leaf_count=516 190 437 433 625 920
internal_value=0 0.00551124 -0.002417 -0.00576721 0.00281825
internal_weight=0 0.00212804 0.0048763 0.00372073 0.0021321
internal_count=3121 953 2168 1978 1353
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=6
num_cat=0
split_feature=2 47 2 1 3
split_gain=2.32936e-05 3.3373e-05 3.13847e-05 4.32334e-05 4.22389e-05
threshold=-1.0000000180025095e-35 0.10254000000000001 0.11474000000000002 0.086560000000000012 -0.028564999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.00027791786461274552 -0.0002590701767935431 0.00023515234940472802 0.00018180704434087229 -0.00041455720415226781 0.00026416547757652641
leaf_weight=0.0010219687289549709 0.0012636386055529792 0.0013521679271355771 0.0011206476970283949 0.0018248058467390687 0.0011179447961153124
leaf_count=199 1457 243 394 677 151
internal_value=0 -3.99491e-05 -0.000109778 -0.000187461 -1.34569e-05
internal_weight=0 0.0066792 0.00532704 0.00420639 0.00238158
internal_count=3121 2922 2679 2285 1608
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=7
num_cat=0
split_feature=147 42 49 1 4 0
split_gain=3.04764e-05 3.31781e-05 3.59126e-05 2.71033e-05 2.57302e-05 2.21793e-05
threshold=1.0000000180025095e-35 0.092620000000000022 -0.0020949999999999996 0.111945 -0.0016099999999999997 0.047850000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00028613571742735718 0.00031255344951211099 -0.00037530543818769851 0.00032691640120247918 0.00033390705399194577 -0.00024014450846328037 -8.0879808789648545e-05
leaf_weight=0.0012511580111200463 0.0010214134076291697 0.0010273477756756935 0.0010399899280115663 0.0012560643719227256 0.0011538751124474831 0.0010114799427347692
leaf_count=440 183 607 1116 231 397 147
internal_value=0 -5.09022e-05 7.43842e-06 8.97684e-05 -5.90118e-06 0.000125852
internal_weight=0 0.00673992 0.00571257 0.00446141 0.00320534 0.00205147
internal_count=3121 2938 2331 1891 1660 1263
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=5
num_cat=0
split_feature=12 13 4 3
split_gain=8.88421e-06 1.99194e-05 2.56283e-05 3.10187e-05
threshold=0.098810000000000023 -0.084034999999999985 0.09173000000000002 0.076840000000000006
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.011324386676274945 -0.0068648068031029385 0.011912853239519357 -0.014342589880004801 -0.0096570546242693914
leaf_weight=0.0015808462637829758 0.0014888153439954659 0.0016656017064983512 0.0011743048647588589 0.0011116621839731178
leaf_count=865 477 1335 260 184
internal_value=0 0.00183758 -0.00195767 0.00327901
internal_weight=0 0.00553242 0.00395157 0.00277726
internal_count=3121 2644 1779 1519
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=6
num_cat=0
split_feature=52 15 0 16 0
split_gain=8.1546e-06 1.66535e-05 1.59445e-05 3.20171e-05 1.12583e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.15202999999999997 -0.056919999999999991 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.013847745895164644 0.0079761928856241695 -0.0038371871080416921 -0.0048933797193963157 -0.01620637827410517 0.0096338226245955196
leaf_weight=0.0010833162373953939 0.0011602425166929416 0.0010471958292955941 0.0010416535330208764 0.0015872344260681485 0.0010934709130570859
leaf_count=516 190 437 433 625 920
internal_value=0 0.00515519 -0.00225943 -0.00544983 0.0025465
internal_weight=0 0.00213051 0.0048826 0.00372236 0.00213512
internal_count=3121 953 2168 1978 1353
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=6
num_cat=0
split_feature=42 43 4 49 2
split_gain=2.00007e-05 2.15124e-05 3.18626e-05 1.96655e-05 1.72433e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.006494999999999999 0.10699500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00025666304434602991 0.00027829345011550161 -0.0002485856950010585 -8.6310337391578968e-05 0.00037144852623227929 1.8854801014016129e-05
leaf_weight=0.0010128624619416835 0.0011853780765657389 0.0015626980523404774 0.0014963206292563478 0.0011408985690926883 0.0010012079138117273
leaf_count=862 448 820 262 492 237
internal_value=0 3.99175e-05 -1.44103e-05 8.61677e-05 0.000206648
internal_weight=0 0.0063865 0.00520113 0.00363843 0.00214211
internal_count=3121 2259 1811 991 729
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=6
num_cat=0
split_feature=11 48 15 1 16
split_gain=2.4876e-05 4.22409e-05 6.54295e-05 3.65971e-05 1.48805e-05
threshold=1.0000000180025095e-35 0.082620000000000013 -0.016799999999999995 1.0000000180025095e-35 -0.16927999999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00016085251345944007 -0.00029335598413870534 0.00028882145860559272 -3.8106032301406345e-05 0.00042341273196719835 -0.00048937783562629303
leaf_weight=0.001111699589778511 0.0010068243646637115 0.0018580800503671634 0.0017207362522369608 0.0010721925199275435 0.00101317862319856
leaf_count=262 244 546 952 497 620
internal_value=0 3.69569e-05 -5.82043e-05 0.000139069 -0.000317499
internal_weight=0 0.00677589 0.00491781 0.00279293 0.00212488
internal_count=3121 2877 2331 1449 882
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=5
num_cat=0
split_feature=16 4 1 3
split_gain=9.17242e-06 2.81618e-05 4.11506e-05 1.81535e-05
threshold=0.0039400000000000008 0.0061450000000000003 0.11212500000000002 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.013656024644005902 0.012967175808436898 0.014005540615301144 -0.0097159316634265625 -0.003953726500626655
leaf_weight=0.0015461946129716698 0.0013121623258907302 0.0015782633981420505 0.0013627142635097532 0.0012268435905408086
leaf_count=1617 636 416 260 192
internal_value=0 -0.00273011 0.0030141 0.00479102
internal_weight=0 0.00448717 0.00294098 0.00253901
internal_count=3121 2293 676 828
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=7
num_cat=0
split_feature=52 13 3 150 42 15
split_gain=1.81703e-05 3.08102e-05 2.28981e-05 4.53408e-05 4.89916e-05 4.99177e-05
threshold=0.11434500000000002 -0.15078499999999997 0.097915000000000016 0.086615000000000011 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00030663768082713302 -0.0002383626882737256 0.00062260795091718653 -0.00029004093757917492 -0.00032662202615406176 -0.00019286430121483492 2.507964983200558e-05
leaf_weight=0.0013187417964821988 0.0010568400924698901 0.001060867528476046 0.0010342397908370618 0.001012425008418567 0.0010745534947412495 0.0010896093946001226
leaf_count=190 501 491 136 233 907 663
internal_value=0 3.85881e-05 -2.84659e-05 3.5377e-05 0.000149018 0.000319851
internal_weight=0 0.00659044 0.0052717 0.00423746 0.00322503 0.00215048
internal_count=3121 2620 2430 2294 2061 1154
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=6
num_cat=0
split_feature=52 52 15 42 2
split_gain=2.41821e-05 3.8239e-05 3.02568e-05 3.21537e-05 3.52444e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 0.075730000000000006 0.086285000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00024592569547565935 -0.00027627338744136063 0.00036267414846062607 0.00027890512683894595 -0.00039298874820157848 -0.00015949771447030102
leaf_weight=0.0012261875909543776 0.0010372710716764445 0.0011979114910555724 0.0011027526449557492 0.0010946973734919266 0.0019547578950429726
leaf_count=235 501 562 305 897 621
internal_value=0 4.5859e-05 -2.47042e-05 -0.000104624 -1.37892e-06
internal_weight=0 0.00657631 0.0053784 0.00415221 0.00305751
internal_count=3121 2620 2058 1823 926
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=5
num_cat=0
split_feature=3 12 3 2
split_gain=9.03364e-06 1.48863e-05 2.45339e-05 2.81601e-05
threshold=0.13524500000000003 0.092355000000000007 0.076840000000000006 0.08622500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0042902578072231924 0.0081329214159431475 -0.0094753509600416612 -0.0075759945789253607 0.017236101006194712
leaf_weight=0.0010664014812884208 0.0011417278091539898 0.0017013185441068033 0.0017164437237887323 0.0014128293199485286
leaf_count=854 192 906 235 934
internal_value=0 -0.00158519 0.00161423 0.00797688
internal_weight=0 0.00589699 0.00419567 0.00247923
internal_count=3121 2929 2023 1788
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=5
num_cat=0
split_feature=1 4 47 1
split_gain=8.40262e-06 2.12126e-05 2.64724e-05 7.9457e-05
threshold=0.077565000000000009 0.0061450000000000003 0.092530000000000015 0.11212500000000002
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0055654992117179494 -0.007477708659480789 0.031946689536784575 -0.0057319430202729437 -0.0051237360976426399
leaf_weight=0.0019613738677930646 0.0015784650160614515 0.0011133108153674669 0.0011753403971529988 0.0012029526530216729
leaf_count=1636 902 145 175 263
internal_value=0 0.00214251 0.00649157 0.0126941
internal_weight=0 0.00507007 0.0034916 0.00231626
internal_count=3121 1485 583 408
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=6
num_cat=0
split_feature=1 48 2 3 12
split_gain=9.69531e-06 2.19235e-05 3.06649e-05 2.72299e-05 1.61315e-05
threshold=0.11323000000000001 0.088965000000000002 0.10097500000000002 -1.0000000180025095e-35 0.091200000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0083102614607714741 0.014019492816540561 0.010464480536637344 -0.018285729475327299 0.012903338030219039 -0.003190955250158411
leaf_weight=0.0014485556943350159 0.0011047011132407265 0.0010276683946979365 0.001324287260962979 0.0010391612656235135 0.001074191602514469
leaf_count=1691 319 332 484 148 147
internal_value=0 -0.00249826 -0.00599285 0.000551016 0.00553476
internal_weight=0 0.00483967 0.003812 0.00248772 0.00217889
internal_count=3121 2655 2323 1839 466
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=6
num_cat=0
split_feature=42 16 16 1 1
split_gain=2.44506e-05 1.81257e-05 4.77067e-05 2.97085e-05 6.65098e-05
threshold=-1.0000000180025095e-35 -0.008904999999999998 0.16703000000000004 0.094385000000000011 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00027711471796870588 -0.00028082319537874165 0.00043566691846196721 -0.00010512360151913043 0.00043439865764701758 -0.00018918077518552967
leaf_weight=0.0010392101813130961 0.0012849055628063148 0.001311831973181149 0.0012016522507935577 0.0011633493325939213 0.0015126407470254302
leaf_count=862 884 498 380 209 288
internal_value=0 4.68869e-05 0.000177125 -3.57587e-05 8.19117e-05
internal_weight=0 0.00647438 0.00251348 0.0039609 0.00267599
internal_count=3121 2259 878 1381 497
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=5
num_cat=0
split_feature=16 1 0 1
split_gain=8.21172e-06 2.31225e-05 2.8021e-05 1.64833e-05
threshold=0.0039400000000000008 0.094385000000000011 -0.15090499999999998 0.081670000000000006
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012012667269233222 0.011994814719196983 -0.0097165226518409926 0.010747888575716829 -0.0041519088538712308
leaf_weight=0.0016442289265125231 0.0013683749281549551 0.0010854270094809663 0.0017443793113124792 0.0011752158633866749
leaf_count=1685 407 132 476 421
internal_value=0 -0.00258151 0.00289837 0.00453454
internal_weight=0 0.00447404 0.00282981 0.00254359
internal_count=3121 2293 608 828
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=2.07247e-05 2.57985e-05 2.28058e-05 1.99589e-05 4.08112e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00026131006074475645 0.0002956781005162544 -0.00021860315392433632 -7.0534920288140357e-05 -0.00016619433022971655 0.00041997927688216597
leaf_weight=0.0010341849880954887 0.0012106881363223073 0.0015823460730661292 0.0014236154208986582 0.0010451978461661036 0.0012033801219833412
leaf_count=862 448 820 617 186 188
internal_value=0 3.76386e-05 -2.18157e-05 6.29798e-05 0.000154161
internal_weight=0 0.00646523 0.00525454 0.00367219 0.002627
internal_count=3121 2259 1811 991 805
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=6
num_cat=0
split_feature=51 160 49 4 1
split_gain=7.81169e-06 2.48718e-05 1.88866e-05 2.36474e-05 4.55422e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.031119999999999998 -0.080924999999999983 0.11588000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.015375132146171568 -0.0080562490593550327 0.0096639503603776437 0.0057808167842314882 -0.023959630726936486 0.0032079880441781023
leaf_weight=0.0010473779365432765 0.0010285991758617677 0.001145794316956866 0.0013273490377428 0.0012708254534447066 0.001199385029440458
leaf_count=651 409 259 637 984 181
internal_value=0 0.00137692 -0.00158897 -0.00498418 -0.0107687
internal_weight=0 0.00599073 0.00494335 0.00379756 0.00247021
internal_count=3121 2712 2061 1802 1165
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=6
num_cat=0
split_feature=4 16 52 43 15
split_gain=7.72709e-06 2.20197e-05 2.12924e-05 3.36529e-05 1.08169e-05
threshold=0.24564500000000003 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.014585999535108495 0.011684846501119376 -0.010049411398882694 -0.0076868959815456703 0.01549461741975048 -0.0025392053360444177
leaf_weight=0.0011098090786615653 0.001136287973768412 0.0011269141367074033 0.0010317188176019519 0.0015934167938182957 0.0010097110098348898
leaf_count=393 260 631 1193 478 166
internal_value=0 -0.00221188 0.00144823 0.00638392 0.00499231
internal_weight=0 0.00486186 0.00375205 0.00262514 0.002146
internal_count=3121 2695 2302 1671 426
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=6
num_cat=0
split_feature=150 49 2 0 1
split_gain=8.01642e-06 2.00131e-05 2.06309e-05 3.27191e-05 2.09199e-05
threshold=0.10605000000000002 -0.026779999999999995 0.10097500000000002 -0.060129999999999996 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.014005234693838379 -0.0082780377881206922 -0.0066527291777994761 -0.019107154603495199 0.014775808923786257 0.00083954158268542364
leaf_weight=0.0010380795689733631 0.0010033434508017703 0.0013966544904198607 0.0010146636550244675 0.0014547319214693343 0.0010913113738185915
leaf_count=316 182 1736 450 209 228
internal_value=0 0.0013795 -0.00126435 0.00427977 -0.00877082
internal_weight=0 0.00599544 0.00495736 0.00285139 0.00210598
internal_count=3121 2939 2623 1945 678
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=5
num_cat=0
split_feature=3 12 3 2
split_gain=7.5037e-06 1.30426e-05 2.49427e-05 2.54645e-05
threshold=0.13524500000000003 0.092355000000000007 0.076840000000000006 0.08622500000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0036787967076066111 0.0074439417597962259 -0.0088508490323883898 -0.0076983115417294905 0.01690037604481703
leaf_weight=0.0010568039736663848 0.0011332107625163998 0.0016915320370204994 0.0017125433214802994 0.0013949765196861474
leaf_count=854 192 906 235 934
internal_value=0 -0.00144596 0.00156188 0.00803003
internal_weight=0 0.00585586 0.00416432 0.00245178
internal_count=3121 2929 2023 1788
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=6
num_cat=0
split_feature=42 160 3 1 2
split_gain=2.08576e-05 2.72066e-05 3.20083e-05 5.72399e-05 2.15837e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.13309499999999996 0.10439500000000002 0.091055000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00025895111653282456 -0.00019711565605501783 -0.00016186509242374408 0.00018676938666870155 0.00046820266476568491 -0.00021611993770090859
leaf_weight=0.0010150283869250739 0.0014070657303166759 0.0012364090236423927 0.0010016997912801226 0.0016974270903657098 0.0010440917728525524
leaf_count=862 828 187 529 363 352
internal_value=0 4.36363e-05 0.000111664 0.000202013 -1.88495e-05
internal_weight=0 0.00638669 0.00497963 0.00374322 0.00204579
internal_count=3121 2259 1431 1244 881
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=6
num_cat=0
split_feature=4 16 12 1 3
split_gain=8.4728e-06 1.80278e-05 1.92843e-05 4.79435e-05 9.16477e-06
threshold=0.24564500000000003 -0.094359999999999986 0.051320000000000005 0.094385000000000011 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.013550044395619232 0.012189270986125791 -0.0069885239611619633 -0.0072561050123846468 0.02304943033121172 -0.00091617397900746196
leaf_weight=0.0011033742683891692 0.0010056301496539025 0.0011219896151814675 0.0016127458623448774 0.0010093997850786943 0.0011368130474659153
leaf_count=393 93 195 1858 249 333
internal_value=0 -0.00231624 0.000994298 0.00723708 0.00523532
internal_weight=0 0.00484751 0.00374414 0.00213139 0.00214244
internal_count=3121 2695 2302 444 426
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=6
num_cat=0
split_feature=51 160 3 4 4
split_gain=7.30355e-06 1.86916e-05 1.99256e-05 4.36894e-05 4.54371e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.13309499999999996 0.24564500000000003 -0.043364999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013543301855576569 -0.0077849595071728915 -0.012192050739927195 0.010362678951771115 0.02023582158268734 -0.015890358296450687
leaf_weight=0.0010370415505709775 0.0010278470324540994 0.0012399855275083693 0.0011866343351057955 0.001005322976019241 0.0014833460832413081
leaf_count=651 409 216 916 234 695
internal_value=0 0.0013434 -0.00123057 0.00246765 -0.00422257
internal_weight=0 0.00595233 0.00491529 0.0036753 0.00266998
internal_count=3121 2712 2061 1845 1611
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=6
num_cat=0
split_feature=160 16 2 0 16
split_gain=7.61222e-06 2.41278e-05 4.15954e-05 3.31785e-05 2.89714e-05
threshold=-1.0000000180025095e-35 -0.056919999999999991 0.098035000000000011 -0.15599999999999997 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0063393401040294471 -0.0058724919025023928 -0.020205262168884533 0.007848008581884584 0.0031720354711640207 0.026638767805183573
leaf_weight=0.0014894646698582429 0.001256144266677361 0.0010930968585896128 0.0010233649254933507 0.0010743433528107476 0.0010309353674515266
leaf_count=970 137 478 344 227 965
internal_value=0 0.00172312 -0.00664077 0.0069893 0.0146635
internal_weight=0 0.00547788 0.00211646 0.00336142 0.00210528
internal_count=3121 2151 822 1329 1192
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=6
num_cat=0
split_feature=52 160 52 16 16
split_gain=9.25605e-06 2.11532e-05 2.22898e-05 3.70491e-05 1.67027e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.18708499999999997 -0.52595999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0069859324154339809 -0.014848524615830097 -0.0043586926876554933 0.012462333879067639 -0.017565014836184435 0.01376329901953266
leaf_weight=0.0014903059300471035 0.0010256173049874202 0.0010052755315330571 0.0012407924006502757 0.0011630834465506663 0.001029403940346731
leaf_count=771 825 119 333 868 205
internal_value=0 -0.00190496 0.00108592 -0.00332835 0.00480975
internal_weight=0 0.00546417 0.00443856 0.00319776 0.00203468
internal_count=3121 2350 1525 1192 324
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=6
num_cat=0
split_feature=42 43 4 0 48
split_gain=2.23514e-05 2.32132e-05 3.49619e-05 2.22699e-05 2.86152e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.10151999999999999 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00027118110993166268 0.00028691378028977552 -0.00026102260318233169 0.00036492224797296562 -0.0001411486292895116 -5.9912501659240846e-05
leaf_weight=0.001025802481970978 0.001196011810749264 0.0015656992917349954 0.0014925900940652703 0.0011167775802166679 0.0010303420802139365
leaf_count=862 448 820 240 611 140
internal_value=0 4.05827e-05 -1.60152e-05 8.938e-05 0.000191424
internal_weight=0 0.00640142 0.00520541 0.00363971 0.00252293
internal_count=3121 2259 1811 991 380
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=6
num_cat=0
split_feature=42 160 16 15 4
split_gain=1.82578e-05 2.05933e-05 3.5349e-05 4.04912e-05 1.72733e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.095869999999999983 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00024510222778080743 -0.00017178056218717587 -4.2822491543752422e-05 -0.00022985741170794625 0.00053488695171799027 0.00018840336807457857
leaf_weight=0.0010130690967116102 0.0013991679238788256 0.0017377805312863734 0.0010097646573993795 0.0010777004226779551 0.0011366083288056193
leaf_count=862 828 272 311 620 228
internal_value=0 3.83147e-05 9.75584e-05 0.000181214 0.000357036
internal_weight=0 0.00636102 0.00496185 0.00395209 0.00221431
internal_count=3121 2259 1431 1120 848
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=6
num_cat=0
split_feature=42 43 4 2 49
split_gain=2.92514e-05 4.57983e-05 4.08969e-05 3.11157e-05 4.58574e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.059649999999999988 0.11215000000000001 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00030712418553325888 0.00031246298875939273 -0.00033836620175586532 -7.1537588864504172e-05 -0.00019738848599232633 0.0004848228365568438
leaf_weight=0.0010529113524410062 0.001792986419287562 0.0013901718875753612 0.0011952588879008135 0.0011906987403677567 0.0010881003976726325
leaf_count=862 1041 637 120 229 232
internal_value=0 4.45914e-05 -5.41478e-05 5.95844e-05 0.000193588
internal_weight=0 0.00665722 0.00486423 0.00347406 0.00228336
internal_count=3121 2259 1218 581 352
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=6
num_cat=0
split_feature=42 43 4 49 1
split_gain=2.27738e-05 2.3898e-05 5.62057e-05 2.44567e-05 1.92976e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.006494999999999999 0.111945
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00026870016121784531 0.00029024727688297292 -0.00031803967675685167 -7.041897829975501e-05 8.2783368748194465e-05 0.00045281164453363893
leaf_weight=0.0010348531039610382 0.0012330885259743008 0.0016142635549084082 0.0015209207988169365 0.0011742515275560749 0.0010061757842559666
leaf_count=862 448 820 262 491 238
internal_value=0 4.43165e-05 -1.27332e-05 0.00012042 0.000253536
internal_weight=0 0.0065487 0.00531561 0.00370135 0.00218043
internal_count=3121 2259 1811 991 729
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=5
num_cat=0
split_feature=1 4 47 150
split_gain=8.3083e-06 2.08756e-05 2.58704e-05 4.97808e-05
threshold=0.077565000000000009 -0.011209999999999999 0.092530000000000015 0.087170000000000011
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0055541257539696142 -0.0098860850602694311 0.0224999802732757 -0.0067687117841053719 -0.0048077079936850696
leaf_weight=0.0019457370921791796 0.001122153885320879 0.0015756455275145013 0.0011832901014988129 0.0011583119085732171
leaf_count=1636 722 393 196 174
internal_value=0 0.00213916 0.00558398 0.0109304
internal_weight=0 0.0050394 0.00391725 0.00273396
internal_count=3121 1485 763 567
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=6
num_cat=0
split_feature=52 0 16 15 0
split_gain=8.34418e-06 1.73677e-05 2.93103e-05 1.46414e-05 1.37162e-05
threshold=-0.057699999999999994 -0.15202999999999997 -0.056919999999999991 -0.053579999999999996 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=0.013581420804823425 0.0083825104563836593 -0.0060731685261864923 -0.01575731400163391 -0.0032240213952411502 0.010011717380104661
leaf_weight=0.0010538310994810264 0.0011692313755878223 0.0010387137052105244 0.001610212263022773 0.0010203886030859934 0.0010828019757628488
leaf_count=497 191 437 645 429 922
internal_value=0 -0.00225244 -0.0055846 0.00531418 0.00213641
internal_weight=0 0.00490096 0.00373173 0.00207422 0.00212152
internal_count=3121 2195 2004 926 1359
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=5
num_cat=0
split_feature=15 13 2 12
split_gain=8.21186e-06 2.76648e-05 2.62725e-05 2.83886e-05
threshold=-0.11713499999999999 0.11596500000000001 0.10559 0.090345000000000023
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0061497461024865429 -0.0036087389604376463 0.016306636609910958 -0.013971437061333634 0.016925775671373555
leaf_weight=0.0016563534212610141 0.0019888449979872354 0.0010672746038619101 0.0012370046980516199 0.0010177795979376958
leaf_count=484 1324 167 461 685
internal_value=0 0.00191501 -0.0017045 0.00334245
internal_weight=0 0.0053109 0.00424363 0.00300662
internal_count=3121 2637 2470 2009
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=6
num_cat=0
split_feature=52 12 2 12 1
split_gain=2.86281e-05 3.17843e-05 3.21817e-05 3.68219e-05 2.74913e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.051320000000000005 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.0531835623858846e-06 -0.00031290464382004331 0.00026818248276744554 -0.00032325399539585994 -0.0002495343630996938 0.00042432006891579609
leaf_weight=0.0013708678273066778 0.0010110992618541041 0.0017415062629492183 0.0011729633550082849 0.001077781251746335 0.0010531074380058204
leaf_count=200 501 558 281 1328 253
internal_value=0 4.20766e-05 -4.21562e-05 5.20015e-05 0.000186075
internal_weight=0 0.00641623 0.00467472 0.00350176 0.00242398
internal_count=3121 2620 2062 1781 453
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=5
num_cat=0
split_feature=12 52 4 2
split_gain=7.63567e-06 2.1526e-05 4.63513e-05 1.45724e-05
threshold=0.098810000000000023 -0.087769999999999987 -0.0016099999999999997 0.098035000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.011414607389639297 -0.0063823147426822213 0.016059415233480534 -0.013126096190200002 0.0023323854962194706
leaf_weight=0.0010176146228628863 0.0014797246262373814 0.0019916630754869126 0.0010838815468534205 0.0013942540137941173
leaf_count=564 477 1352 393 335
internal_value=0 0.00171193 0.00470038 -0.00442881
internal_weight=0 0.00548741 0.0044698 0.00247814
internal_count=3121 2644 2080 728
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=6
num_cat=0
split_feature=52 12 2 48 4
split_gain=2.18249e-05 3.2197e-05 2.8237e-05 3.299e-05 1.63322e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.082620000000000013 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00010337572909631078 -0.00026901566229535403 0.00026787582529940661 -0.00030435098518708913 0.00034546312468664215 -0.00021488618381659317
leaf_weight=0.0011072032296414384 0.0010060681025942193 0.0017579169283407671 0.0011889694715364026 0.0010048726321434725 0.0014085825268842721
leaf_count=593 501 558 281 333 855
internal_value=0 4.14313e-05 -4.30914e-05 4.51391e-05 -7.48184e-05
internal_weight=0 0.00646754 0.00470963 0.00352066 0.00251579
internal_count=3121 2620 2062 1781 1448
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=5
num_cat=0
split_feature=52 12 1 1
split_gain=2.46374e-05 2.90897e-05 2.78369e-05 4.56747e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.077565000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00021189769219573027 -0.00028577218057379864 0.00026139339286654085 -0.00027302914142298063 0.00025557891527205895
leaf_weight=0.0013782475142661975 0.0010070305401446034 0.001729316664222668 0.0013553287886200445 0.0019271147819020817
leaf_count=1094 501 558 310 658
internal_value=0 4.4205e-05 -3.63813e-05 6.06537e-05
internal_weight=0 0.00639001 0.00466069 0.00330536
internal_count=3121 2620 2062 1752
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=8.20222e-06 1.98935e-05 2.47846e-05 2.07585e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0055261272030141216 0.014241065856089169 0.014194862735855331 -0.012784354939671195 -0.0034304551619883435
leaf_weight=0.0019429055171665275 0.0011734285740695695 0.0010738708705956487 0.0012521523209156702 0.0015333764131495054
leaf_count=1636 469 532 228 256
internal_value=0 0.0021233 -0.00115113 0.00423034
internal_weight=0 0.00503283 0.00395896 0.0027068
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=6
num_cat=0
split_feature=52 15 15 2 2
split_gain=7.93634e-06 1.61831e-05 1.45219e-05 3.61525e-05 2.72606e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.086950000000000013 0.10699500000000002
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=0.01371171169542024 -0.010823170840521538 -0.0037756956665694419 0.014386401751396403 -0.01756033074517277 0.0049919469723415672
leaf_weight=0.0010748605160601353 0.0014006692137383827 0.0010423891598705067 0.0013035865254065878 0.0011156025926198465 0.0010316305161225685
leaf_count=516 367 437 885 680 236
internal_value=0 0.00510211 -0.00223566 0.00124997 -0.00672517
internal_weight=0 0.00211725 0.00485149 0.00345082 0.00214723
internal_count=3121 953 2168 1801 916
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=5
num_cat=0
split_feature=3 12 52 43
split_gain=8.44525e-06 1.33189e-05 1.9903e-05 4.86207e-05
threshold=0.13524500000000003 0.092355000000000007 -0.066844999999999988 -0.00045499999999999995
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00823674219081026 0.007917808736972079 -0.0090654077819992164 -0.0099641157090039952 0.017166232276613926
leaf_weight=0.0013955562278508251 0.0011272604916117519 0.0016751138950992306 0.001094085563981538 0.0016670292042343716
leaf_count=567 192 906 1036 420
internal_value=0 -0.00153734 0.00149643 0.00641589
internal_weight=0 0.00583178 0.00415667 0.00276111
internal_count=3121 2929 2023 1456
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=5
num_cat=0
split_feature=52 160 13 4
split_gain=8.5631e-06 2.15014e-05 2.23591e-05 2.66216e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.00671682884810108 -0.01490788777636709 0.0111857791094561 -0.015929425951222712 0.0036085928876502986
leaf_weight=0.0014892342718775776 0.0010228979714442263 0.001484656217448246 0.0011286962610798231 0.0018249838603467689
leaf_count=771 825 431 790 304
internal_value=0 -0.00183769 0.00117458 -0.00385751
internal_weight=0 0.00546123 0.00443834 0.00295368
internal_count=3121 2350 1525 1094
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=6
num_cat=0
split_feature=52 52 4 16 4
split_gain=2.24139e-05 4.61698e-05 4.10924e-05 2.22619e-05 2.32222e-05
threshold=0.11434500000000002 0.070205000000000017 -0.064804999999999988 -0.032969999999999992 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00038430887690902622 -0.00027739589830483237 0.00038659248066406454 -0.00027068645698351078 0.00025385347629581194 8.8694209849873157e-05
leaf_weight=0.0010746415777299831 0.0010135460344649818 0.0011822208307530587 0.0011337756207774434 0.0013411442854367036 0.0017712233046694881
leaf_count=635 501 562 348 800 275
internal_value=0 3.60906e-05 -4.17872e-05 4.49004e-05 -5.15664e-05
internal_weight=0 0.00650301 0.00532078 0.00424614 0.002905
internal_count=3121 2620 2058 1423 623
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=1.37442e-05 2.41916e-05 2.23443e-05 2.96235e-05
threshold=0.092620000000000022 -0.006494999999999999 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00014720582817806117 -0.0002114167627829522 0.00017020617774489639 0.00033715660094226071 -0.00023114337226367679
leaf_weight=0.001950331918502534 0.0010196030776948081 0.0019679163310615394 0.0012478155237863804 0.0011035422658864044
leaf_count=543 630 1303 239 406
internal_value=0 3.40506e-05 0.000115895 2.60056e-05
internal_weight=0 0.00626961 0.00431927 0.00307146
internal_count=3121 2491 1948 1709
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.30105e-05 2.65622e-05 2.88789e-05 4.99546e-05 5.2585e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00027625622022293776 -0.00019735603097483859 0.00032840184384061005 0.00033491602109880965 -0.00047236707076590931 0.00011847057700250424
leaf_weight=0.0010313960412523708 0.0014248869538830916 0.0012357331137384229 0.0014906034464400347 0.0010936520616238845 0.0012310336599332429
leaf_count=862 828 250 340 656 185
internal_value=0 3.90787e-05 0.000105777 9.84521e-06 -0.00015949
internal_weight=0 0.00647591 0.00505102 0.00356042 0.00232469
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=6
num_cat=0
split_feature=52 52 160 1 3
split_gain=2.11717e-05 4.75486e-05 2.78379e-05 5.5351e-05 2.59052e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 0.094825000000000007 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0002479544657556253 -0.00026259982280059076 0.00038740505935222681 -0.00042719704759819105 -0.00018772517136844783 0.00018401921904000353
leaf_weight=0.0010366954530936579 0.0010576883649307828 0.0012122881225501165 0.0014276312442334797 0.0011725002752498445 0.0018703699645316973
leaf_count=469 501 562 958 206 425
internal_value=0 3.58504e-05 -4.15366e-05 -0.000108669 4.0776e-05
internal_weight=0 0.00671949 0.0055072 0.0044705 0.00304287
internal_count=3121 2620 2058 1589 631
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=6
num_cat=0
split_feature=16 16 3 0 1
split_gain=8.54417e-06 2.26099e-05 1.93577e-05 1.74734e-05 2.21478e-05
threshold=0.0039400000000000008 -0.071854999999999988 -0.013929999999999998 -0.08824499999999999 0.10937500000000001
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=-0.013392026461564838 0.013074114607801925 -0.015467107378296169 -0.0044185739369448839 0.011786098734624743 0.0061732229917462285
leaf_weight=0.0011558417246712589 0.0013087624160047133 0.001052019938096822 0.0012245044942529504 0.0010841022731274547 0.0011584594511998569
leaf_count=463 636 805 192 846 179
internal_value=0 -0.00265638 0.00461868 0.00130935 -0.00359834
internal_weight=0 0.00445042 0.00253327 0.0033984 0.0023143
internal_count=3121 2293 828 1488 642
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=6
num_cat=0
split_feature=52 52 160 3 1
split_gain=2.39145e-05 4.63164e-05 3.23223e-05 4.8285e-05 9.05337e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.13309499999999996 0.10439500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00027609781343740028 -0.00028291732048743942 0.00038883358723509301 -0.0004863399005004358 -0.0003671257948091369 0.00028232219934663246
leaf_weight=0.0010180545852162635 0.0010283228093239732 0.0011894916562424371 0.0010161116391570663 0.0014542300164155024 0.0019079684974065761
leaf_count=469 501 562 208 1017 364
internal_value=0 3.85975e-05 -3.86031e-05 -0.000111778 1.42065e-06
internal_weight=0 0.00658586 0.00539636 0.00437831 0.0033622
internal_count=3121 2620 2058 1589 1381
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=6
num_cat=0
split_feature=15 42 2 0 16
split_gain=8.33192e-06 3.15925e-05 4.99318e-05 3.96823e-05 4.14494e-05
threshold=0.024640000000000006 0.075730000000000006 0.11389000000000002 -0.12333499999999999 0.023255000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.026808392222290936 -0.0080495124657544662 -0.011051857760034704 -0.013276071319188662 -0.0097174314655702407 0.017753111752111632
leaf_weight=0.001145814284593755 0.0010905668761956753 0.0015025129618970396 0.0010500851584052096 0.0011118112218578093 0.0010855694009115468
leaf_count=192 1192 916 258 348 215
internal_value=0 0.00146531 0.00574621 0.011721 0.00385381
internal_weight=0 0.00589579 0.00439328 0.00334319 0.00219738
internal_count=3121 1929 1013 755 563
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=5
num_cat=0
split_feature=43 2 2 3
split_gain=7.83588e-06 2.09604e-05 1.92056e-05 2.38527e-05
threshold=-0.074359999999999996 0.086950000000000013 0.089885000000000007 0.12178000000000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.013952704533946272 -0.011174392971442546 -0.005381136108932383 0.0095911199720199458 -0.0082253444587356821
leaf_weight=0.0011896018294354142 0.0016154693447173719 0.0010607446348052572 0.0018286969477557696 0.0012756037605621395
leaf_count=514 969 718 743 177
internal_value=0 0.00483932 -0.00233166 0.00227007
internal_weight=0 0.00225035 0.00471977 0.0031043
internal_count=3121 1232 1889 920
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=6
num_cat=0
split_feature=3 12 3 4 4
split_gain=8.49418e-06 1.26073e-05 5.66285e-05 2.94749e-05 2.55849e-05
threshold=0.13524500000000003 0.051320000000000005 -0.10519499999999998 0.09173000000000002 -0.0083799999999999986
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.001315743790141919 0.0079274298971406497 0.0050779358685205623 -0.023895806521257518 -0.011016597788356498 0.021278251819119701
leaf_weight=0.0010042330079288516 0.0011284022849941521 0.0017102656795845693 0.0011139254717383504 0.0010059505495531025 0.0010005147044839914
leaf_count=239 192 343 1930 242 175
internal_value=0 -0.00155064 -0.00634997 0.00295139 0.0099603
internal_weight=0 0.00583489 0.00282419 0.0030107 0.00200475
internal_count=3121 2929 2273 656 414
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=6
num_cat=0
split_feature=52 13 3 15 1
split_gain=2.81335e-05 3.92711e-05 2.46143e-05 2.37782e-05 2.87625e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097915000000000016 -0.097454999999999986 0.089105000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027856103510502352 -0.00030986996463540942 0.00026575013144353947 -0.00032516628086559429 9.2874177142081933e-05 -0.00034068558892090935
leaf_weight=0.0019113437756257522 0.0010044635919855792 0.0010643747391733973 0.0010175669800916408 0.0014280974300471196 0.001000381066964197
leaf_count=776 501 261 133 981 469
internal_value=0 4.30136e-05 -5.68024e-05 2.13796e-05 -8.57253e-05
internal_weight=0 0.00642176 0.00451042 0.00349285 0.00242848
internal_count=3121 2620 1844 1711 1450
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=6
num_cat=0
split_feature=147 151 4 16 0
split_gain=2.22139e-05 2.80944e-05 5.45928e-05 4.36611e-05 2.56969e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0003451020509596244 0.00026668162051292046 -0.0004493820786923221 0.00036756914853483508 0.00021602418715913296 -0.00013729752664661074
leaf_weight=0.0010106773846265769 0.0010192688371471713 0.0010214375232398482 0.0012677571922561385 0.0013967748885993906 0.0018260272506474425
leaf_count=412 183 392 316 1474 344
internal_value=0 -4.45808e-05 1.05227e-05 -9.61274e-05 1.58335e-05
internal_weight=0 0.00652267 0.005512 0.00424424 0.0032228
internal_count=3121 2938 2526 2210 1818
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=43 3 13 52 3
split_gain=8.55433e-06 2.19804e-05 1.63659e-05 2.67842e-05 3.86391e-05
threshold=-0.067199999999999996 -0.084074999999999997 -0.10664 -0.0064899999999999992 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0045908841568809422 0.0068867442311786294 0.014888909407284831 -0.018452041381359224 -0.012775432161312604 0.013999875158614755
leaf_weight=0.0011835511377044146 0.0013288128483383847 0.0011344941318753505 0.0011663398067786905 0.0010987447073983389 0.0010578778668983858
leaf_count=582 259 771 440 945 124
internal_value=0 0.00494289 -0.00249301 -0.00624387 0.000358533
internal_weight=0 0.00231805 0.00465178 0.00332296 0.00215662
internal_count=3121 1353 1768 1509 1069
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=6
num_cat=0
split_feature=13 16 12 49 0
split_gain=8.77112e-06 1.77381e-05 3.95651e-05 3.9807e-05 1.61879e-05
threshold=0.11217000000000001 0.071345000000000006 0.084100000000000022 -0.006494999999999999 -0.14051499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.008615485613166508 0.0067515650685829173 -0.012298205771971094 -0.014827802290190116 0.0063110105288436387 0.024215925016018131
leaf_weight=0.0010576197749803825 0.0015010541579851457 0.0012576757439015209 0.0011228930226340594 0.0010022823027613027 0.0010176255569973426
leaf_count=277 217 517 1566 165 379
internal_value=0 -0.00187995 0.00123945 0.00710189 0.0153315
internal_weight=0 0.0054581 0.00420042 0.00307753 0.00201991
internal_count=3121 2904 2387 821 544
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=5
num_cat=0
split_feature=3 13 0 16
split_gain=7.88991e-06 2.99916e-05 3.44673e-05 3.53065e-05
threshold=-0.13927999999999999 -0.084034999999999985 -0.053834999999999994 -0.074319999999999983
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0069663116390184772 0.0097952085535337741 -0.010933574107001917 -0.02036282319137115 0.011581947758093384
leaf_weight=0.0013126623129484762 0.0016296123236956058 0.0014579832086818974 0.0012139146046764825 0.0013333818719281521
leaf_count=303 843 789 295 891
internal_value=0 -0.00164229 -0.00629582 -0.000178339
internal_weight=0 0.00563489 0.00400528 0.00279137
internal_count=3121 2818 1975 1680
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=6
num_cat=0
split_feature=52 12 1 48 1
split_gain=2.50308e-05 3.1697e-05 2.42604e-05 3.32553e-05 1.89945e-05
threshold=0.11434500000000002 0.095110000000000014 0.11039500000000001 0.083985000000000018 0.077565000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0002551979681656017 -0.00028272785952211622 0.00027147633491760378 -0.0002579362506288522 0.0003503132104736326 0.00010265064642357113
leaf_weight=0.0011489943766205568 0.0010267499388114379 0.001756100732245797 0.0013605706797633643 0.0010063239765341048 0.0011322479277641154
leaf_count=945 501 558 310 324 483
internal_value=0 4.70521e-05 -3.7737e-05 5.33932e-05 -7.75871e-05
internal_weight=0 0.00640424 0.00464814 0.00328757 0.00228124
internal_count=3121 2620 2062 1752 1428
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=2.30294e-05 2.47802e-05 4.19906e-05 2.52353e-05 4.09553e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00027392825524236744 0.00029938316489239663 -0.00028204749526267983 -2.3715086804316636e-05 -0.00015521997537172656 0.00047324339067702131
leaf_weight=0.0010158486441353524 0.0011880132878970429 0.0015720155771740754 0.0013760309084805988 0.0010428421095652392 0.0011880392527078092
leaf_count=862 448 820 617 186 188
internal_value=0 4.39799e-05 -1.4608e-05 0.000101951 0.000206546
internal_weight=0 0.00636694 0.00517893 0.00360691 0.00256407
internal_count=3121 2259 1811 991 805
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=6
num_cat=0
split_feature=147 49 2 0 16
split_gain=2.31329e-05 2.29425e-05 5.79669e-05 4.79662e-05 3.28796e-05
threshold=1.0000000180025095e-35 0.084620000000000015 0.11093500000000002 0.034820000000000011 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00026625094397382141 0.00027316784020778713 -0.000314175441190391 0.0003537679261249808 -0.00047521587784269813 0.00016121737691035865
leaf_weight=0.0010624732154996758 0.0010099849334094056 0.0010304772878359748 0.0013706728109867412 0.0010424582435895179 0.001982900516173166
leaf_count=320 183 594 352 180 1492
internal_value=0 -4.58392e-05 4.81833e-06 -0.000112186 1.20818e-05
internal_weight=0 0.00648898 0.0054585 0.00408783 0.00304537
internal_count=3121 2938 2344 1992 1812
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=5
num_cat=0
split_feature=13 43 0 15
split_gain=9.59848e-06 1.87581e-05 3.19968e-05 2.131e-05
threshold=0.11217000000000001 -0.074359999999999996 -0.10151999999999999 -0.10203999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0086977898179870505 0.0070580864565648023 -0.0094319716693516374 -0.015995039845151608 0.0093068087156106521
leaf_weight=0.0012672890622159863 0.0015043176694717868 0.0010057892152173192 0.0016565324114679852 0.0015301453485005259
leaf_count=1050 217 187 1417 250
internal_value=0 -0.00196336 -0.00518599 0.00187473
internal_weight=0 0.00545976 0.00419247 0.00253593
internal_count=3121 2904 1854 437
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=6
num_cat=0
split_feature=42 13 47 15 0
split_gain=1.53079e-05 3.08832e-05 2.01485e-05 5.94986e-05 4.55442e-05
threshold=0.092620000000000022 0.11217000000000001 0.086380000000000012 -0.033689999999999991 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00033427015751636205 -0.00022112434503145786 0.00030620816958272572 -0.00025549404488547911 6.4433299786323977e-05 -0.00047083640110299753
leaf_weight=0.0015474312697477798 0.0010793406416466757 0.001264424510470501 0.0012236192447567266 0.0014989783918734705 0.0010318424443971218
leaf_count=728 630 166 295 1134 168
internal_value=0 3.08492e-05 -3.48202e-05 3.13897e-05 -0.000153802
internal_weight=0 0.0065663 0.00530187 0.00407825 0.00253082
internal_count=3121 2491 2325 2030 1302
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=6
num_cat=0
split_feature=2 42 52 16 15
split_gain=3.33847e-05 3.41748e-05 3.48229e-05 4.26892e-05 5.8614e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.088204999999999992 -0.0073349999999999986 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00033055164965145302 -0.0003074060231960457 -0.00037892122909357007 0.00021243398908856899 0.00034482276159331402 -0.00033245137285554954
leaf_weight=0.0010124389320909167 0.0010874584426566703 0.0010360056347951674 0.0015574898647750981 0.0015732448796143632 0.0014805201660045822
leaf_count=199 547 597 374 283 1121
internal_value=0 -5.13314e-05 8.22329e-06 8.26572e-05 -5.31062e-05
internal_weight=0 0.00673472 0.00569871 0.00461125 0.00303801
internal_count=3121 2922 2325 1778 1495
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=5
num_cat=0
split_feature=4 0 3 3
split_gain=9.00099e-06 1.85937e-05 3.9263e-05 1.7899e-05
threshold=0.27834500000000006 -0.061629999999999997 0.090900000000000009 -0.10023499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016551499123354511 0.0066458312601475255 0.014196001379944648 0.0066970014014679797 -0.0031883258388530041
leaf_weight=0.0018005779573838994 0.001570902890215187 0.0010763568851285012 0.0012177010257539179 0.001316860164304486
leaf_count=2158 340 159 152 312
internal_value=0 -0.0019525 -0.00717207 0.00463033
internal_weight=0 0.0054115 0.00301828 0.00239322
internal_count=3121 2781 2310 471
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=5
num_cat=0
split_feature=40 2 4 49
split_gain=8.28729e-06 3.23112e-05 3.56774e-05 4.0176e-05
threshold=-0.010334999999999999 0.11215000000000001 -0.10429499999999998 -0.0060549999999999988
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.008407240898051933 -0.012042676021854555 -0.013556565378792927 -0.0050008901574344579 0.017745565159630178
leaf_weight=0.0010003619655219505 0.0011549017680809021 0.0016058509996581746 0.0013131021835750313 0.0019001291584276804
leaf_count=338 263 420 377 1723
internal_value=0 -0.00142715 0.00303198 0.00845012
internal_weight=0 0.00597398 0.00436813 0.00321323
internal_count=3121 2783 2363 2100
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=5
num_cat=0
split_feature=150 0 13 2
split_gain=8.79828e-06 2.23661e-05 2.96827e-05 3.9264e-05
threshold=0.076925000000000007 -0.11756999999999999 0.11217000000000001 0.097845000000000015
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011499132180581108 0.0063280512339320477 -0.014236091902007487 0.01695163341223354 0.010517056537955352
leaf_weight=0.0016903709596419072 0.0016643183817455906 0.0014410048187193634 0.0010135899515006067 0.0011540009554650546
leaf_count=331 429 1631 171 559
internal_value=0 -0.00200669 0.00243985 -0.00322835
internal_weight=0 0.00529897 0.0036086 0.00259501
internal_count=3121 2692 2361 2190
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=5
num_cat=0
split_feature=42 43 4 3
split_gain=2.87138e-05 2.35699e-05 3.71337e-05 1.61595e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.064804999999999988 0.090900000000000009
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.00030764911044530298 0.00024047442302180654 -0.0003055287921725744 -5.627272736119835e-05 0.0002139635627254386
leaf_weight=0.001019165067825731 0.001754466395441915 0.001315218359697775 0.0016580954551584396 0.0017472260920571615
leaf_count=862 1041 623 344 251
internal_value=0 4.64253e-05 -2.56962e-05 8.2382e-05
internal_weight=0 0.00647501 0.00472054 0.00340532
internal_count=3121 2259 1218 595
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=5
num_cat=0
split_feature=4 151 47 1
split_gain=9.17752e-06 1.76937e-05 2.66331e-05 4.73772e-05
threshold=0.27834500000000006 -0.0071249999999999985 0.092165000000000011 0.080585000000000004
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0096521851193856062 0.0067217226161312375 0.00048042298647515822 0.0084854004578825883 -0.024278237039599523
leaf_weight=0.0010538979704039471 0.0015672558078073063 0.0019345160498641886 0.001120822055457567 0.0012871231447964386
leaf_count=481 340 1410 229 661
internal_value=0 -0.00197108 -0.004792 -0.00941126
internal_weight=0 0.00539636 0.00434246 0.00322164
internal_count=3121 2781 2300 2071
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=6
num_cat=0
split_feature=42 49 42 3 12
split_gain=1.85784e-05 1.92584e-05 3.66926e-05 2.66196e-05 6.84803e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.088915000000000008 0.12178000000000001 0.084100000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00024941822958497853 0.0002313245276757889 0.0004701737977810134 -0.00035655211409884793 -0.00016721997347448895 -0.00017983963015611373
leaf_weight=0.0010013665148036564 0.0015082516018512801 0.0014042155506830594 0.0010012891582456261 0.0012600515920873517 0.0011202561714773488
leaf_count=862 381 388 802 156 532
internal_value=0 3.81211e-05 -2.2767e-05 6.55441e-05 0.000181725
internal_weight=0 0.00629406 0.00478581 0.00378452 0.00252447
internal_count=3121 2259 1878 1076 920
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=5
num_cat=0
split_feature=42 49 1 4
split_gain=1.32437e-05 2.45762e-05 2.11185e-05 3.50291e-05
threshold=0.092620000000000022 -0.006494999999999999 0.111945 -0.0016099999999999997
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.00014826224823735111 -0.00020600163959817841 0.00018670697613669586 0.00033227443343180376 -0.00024983814660772027
leaf_weight=0.0019576296299113121 0.0010301196873460563 0.001959428849066908 0.0012429372566197232 0.001105348566519177
leaf_count=543 630 1303 239 406
internal_value=0 3.39063e-05 0.000116692 2.92618e-05
internal_weight=0 0.00626534 0.00430771 0.00306478
internal_count=3121 2491 1948 1709
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=6
num_cat=0
split_feature=42 51 43 2 13
split_gain=9.68942e-06 2.22159e-05 2.47764e-05 3.31398e-05 3.61805e-05
threshold=0.092620000000000022 -0.076794999999999988 -0.084004999999999982 0.11144000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00023666400126405807 -0.00017729187617626226 0.00035477241119807548 -0.00040842961018451487 0.00025722271707122839 5.5156448115008816e-05
leaf_weight=0.0010227140532764085 0.0010310370785366887 0.0010127290474649248 0.0010035305370443086 0.0014258629498557713 0.0018231219002610177
leaf_count=446 630 517 963 257 308
internal_value=0 2.7783e-05 7.91488e-05 1.35096e-05 -0.000109428
internal_weight=0 0.00628796 0.00526524 0.00425252 0.00282665
internal_count=3121 2491 2045 1528 1271
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=4
num_cat=0
split_feature=1 47 15
split_gain=8.2869e-06 2.19271e-05 2.39052e-05
threshold=0.077565000000000009 0.086380000000000012 -0.03241999999999999
decision_type=2 2 2
left_child=-1 2 -2
right_child=1 -3 -4
leaf_value=-0.0055716957351930234 0.0137995436776168 -0.0072052123485781315 -0.0033746579278404599
leaf_weight=0.0019381575875082758 0.0019863537673495855 0.0016792477372687352 0.0013690944414469735
leaf_count=1636 505 304 676
internal_value=0 0.00212351 0.0067921
internal_weight=0 0.0050347 0.00335545
internal_count=3121 1485 1181
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=7
num_cat=0
split_feature=147 15 4 0 4 4
split_gain=3.08765e-05 3.04715e-05 7.97127e-05 3.5703e-05 3.90955e-05 3.73123e-05
threshold=1.0000000180025095e-35 -0.15026499999999995 0.098655000000000007 -0.11991499999999998 -0.083854999999999985 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00023700644446724469 0.0003174226725774006 0.00031896958177498697 -0.00057443578636079417 -0.00020204532224046414 -0.00039205636069561867 0.00032137538949681088
leaf_weight=0.0011743194328713551 0.0010193915063046064 0.0010810314754547547 0.0011308321360589046 0.0010298906134203298 0.0011027397216403227 0.0010651509241354901
leaf_count=353 183 206 209 186 1583 401
internal_value=0 -4.92956e-05 -0.000111446 1.09163e-05 -9.32232e-05 6.40697e-05
internal_weight=0 0.00658396 0.00540964 0.00427881 0.00319778 0.00209504
internal_count=3121 2938 2585 2376 2170 587
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.63589e-05 2.90752e-05 3.68923e-05 3.99283e-05 4.03556e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029664937928601775 -0.00020434202153043972 0.00028828708787353779 0.00037177298443322946 -0.00042602240423888983 9.5605461368434305e-05
leaf_weight=0.0010145397216988058 0.0014196365626468208 0.0012344233979779337 0.0014934106413406756 0.0010745527078574563 0.0012149319432604546
leaf_count=862 828 250 340 656 185
internal_value=0 4.3399e-05 0.000113497 4.04066e-06 -0.000149217
internal_weight=0 0.00643696 0.00501732 0.00352391 0.00228948
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=5
num_cat=0
split_feature=3 3 1 3
split_gain=7.67311e-06 1.17849e-05 2.58527e-05 4.81355e-05
threshold=0.13524500000000003 0.083060000000000009 0.077845000000000011 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0097306342186390341 0.0075209808633293872 -0.0083909103873327905 -0.0089566254201862948 0.018015494882190543
leaf_weight=0.0013793844865718436 0.001132011259819184 0.0017333934891249235 0.0011147437785140144 0.0016279197624374491
leaf_count=1606 192 228 250 845
internal_value=0 -0.00147275 0.00143646 0.00705279
internal_weight=0 0.00585544 0.00412205 0.00274266
internal_count=3121 2929 2701 1095
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=5
num_cat=0
split_feature=16 1 4 52
split_gain=7.40588e-06 2.40596e-05 4.38976e-05 1.36468e-05
threshold=-0.49446999999999991 0.11323000000000001 -0.0016099999999999997 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0065347451768344158 -0.0056272948097921029 0.0089559931082060958 -0.020259713498029065 0.0086667421372180944
leaf_weight=0.0013844280905972008 0.0012926307223617148 0.0015506095303722996 0.0013688849267796798 0.0013820238261615791
leaf_count=261 1113 367 551 829
internal_value=0 -0.00163427 -0.0056954 0.00175859
internal_weight=0 0.00559415 0.00404354 0.00267465
internal_count=3121 2860 2493 1942
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=1.20133e-05 2.17434e-05 2.16696e-05 6.20578e-05
threshold=0.092620000000000022 -0.006494999999999999 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00014088324685575994 -0.00019835639402596722 -4.9074991514782826e-05 0.00058887803277791529 -4.3916616277963311e-05
leaf_weight=0.0019474662220200153 0.0010209826347855142 0.0018819750814883397 0.001054564768651741 0.0013697831601071381
leaf_count=543 630 799 162 987
internal_value=0 3.10421e-05 0.000108793 0.000231342
internal_weight=0 0.00625379 0.00430632 0.00242435
internal_count=3121 2491 1948 1149
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=6
num_cat=0
split_feature=52 12 43 15 15
split_gain=7.4614e-06 1.51235e-05 2.93616e-05 2.8137e-05 1.39281e-05
threshold=-0.046924999999999988 0.098810000000000023 -0.00045499999999999995 -0.055554999999999993 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=0.012941862375176465 -0.010943213368315751 -0.011967978201401316 -0.0040750572178486731 0.017856638070509502 -0.0032904390798813078
leaf_weight=0.0010729082939043805 0.0013182081330325316 0.0011899632915460673 0.0010896076568516512 0.0012630543808672186 0.0010419679670957828
leaf_count=516 1217 328 220 403 437
internal_value=0 -0.00217107 0.00100474 0.00769923 0.00494445
internal_weight=0 0.00486083 0.00367087 0.00235266 0.00211488
internal_count=3121 2168 1840 623 953
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.3721e-05 3.17544e-05 6.14807e-05 5.10742e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00018415903723304801 -0.00028008832043124963 -0.00010723557782790027 -0.00032561576899632416 0.00042768974413489555
leaf_weight=0.0017632846980121107 0.0010183838588293847 0.0011994371604479054 0.0018787020234820755 0.0016038595652343903
leaf_count=882 501 751 333 654
internal_value=0 4.1941e-05 -7.88059e-05 0.000198813
internal_weight=0 0.00644528 0.00364199 0.0028033
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=7.30355e-06 2.32287e-05 2.52599e-05 4.43437e-05 1.26522e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.00292522764102938 -0.0048674447420185589 -0.015656987609033193 -0.0089117007729560532 0.022108192663026698 0.01285240991158087
leaf_weight=0.0010078396962968448 0.001317286228938491 0.0010051766618137323 0.0014861486735403022 0.0011339479269738182 0.0010253247962415816
leaf_count=632 284 108 1080 727 290
internal_value=0 -0.00208888 0.00137493 0.00761156 0.00503143
internal_weight=0 0.00494256 0.00393738 0.00245123 0.00203316
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=5
num_cat=0
split_feature=16 4 1 3
split_gain=7.85793e-06 2.43656e-05 3.89792e-05 1.82392e-05
threshold=0.0039400000000000008 0.0061450000000000003 0.11212500000000002 -0.013929999999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012787688921730104 0.012679188196644989 0.013543388007426181 -0.0096026872333550371 -0.004362876217756672
leaf_weight=0.0015244108829343909 0.0013015314226488476 0.0015682122271286217 0.0013572938120997614 0.0012135606488930611
leaf_count=1617 636 416 260 192
internal_value=0 -0.00253678 0.00280472 0.0044562
internal_weight=0 0.00444992 0.00292551 0.00251509
internal_count=3121 2293 676 828
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.35277e-05 4.12813e-05 5.86351e-05 5.69805e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00015127522518193162 -0.00027682087369732287 -0.00010875887466035451 0.00045534338880379329 -0.0003349355959014706
leaf_weight=0.0018087982400522577 0.0010500967744271486 0.0012359342129417371 0.0016598822853502546 0.0019002365038341695
leaf_count=882 501 751 654 333
internal_value=0 3.91481e-05 0.000214585 -9.78234e-05
internal_weight=0 0.00660485 0.00289582 0.00370903
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=6
num_cat=0
split_feature=52 52 15 42 2
split_gain=1.85133e-05 3.00238e-05 2.85441e-05 3.01844e-05 3.05767e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 0.075730000000000006 0.086285000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.000240248975479463 -0.00024911933415715351 0.00032000549544657314 0.00025836501057433929 -0.00038844520850510301 -0.00015420901260795598
leaf_weight=0.0011803777516105618 0.0010218869379635138 0.001163561746173567 0.0010820500871557188 0.0010719443546885104 0.0019092094074056049
leaf_count=235 501 562 305 897 621
internal_value=0 3.5068e-05 -2.81602e-05 -0.000106134 -4.96561e-06
internal_weight=0 0.00640714 0.00524358 0.0040632 0.00299126
internal_count=3121 2620 2058 1823 926
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=5
num_cat=0
split_feature=0 47 3 3
split_gain=7.55095e-06 2.46328e-05 3.69201e-05 1.71721e-05
threshold=-0.019414999999999998 0.086380000000000012 0.090900000000000009 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0066009682888751656 -0.0047167279744084658 -0.012529823498937316 0.015287327571057 0.012759252648947665
leaf_weight=0.0017923065337635926 0.0010402160079225342 0.0015692831427245217 0.0013518646797195208 0.0012237102429293826
leaf_count=2166 164 368 222 201
internal_value=0 -0.00229713 0.0028101 0.00472949
internal_weight=0 0.00471345 0.00314417 0.00226393
internal_count=3121 2756 2388 365
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=6
num_cat=0
split_feature=1 42 3 49 1
split_gain=7.68968e-06 1.76975e-05 2.53567e-05 2.92771e-05 3.14723e-05
threshold=0.12500000000000003 0.088795000000000013 -0.12018999999999998 -0.006494999999999999 0.094465000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.014328143291271887 0.0068398507753288304 -0.013611684226902176 -0.016618543343524073 -0.0065605420824466623 0.016498697115986095
leaf_weight=0.001090100165004312 0.001325201757802796 0.0010110507473185372 0.0011046009835826397 0.0014266895364979672 0.0010115418931130118
leaf_count=249 279 821 402 1185 185
internal_value=0 -0.00162484 0.000991061 -0.00311265 0.00300598
internal_weight=0 0.00564398 0.00463293 0.00354283 0.00243823
internal_count=3121 2842 2021 1772 1370
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=6
num_cat=0
split_feature=52 13 15 15 0
split_gain=2.45614e-05 4.14632e-05 3.81369e-05 5.66209e-05 2.74233e-05
threshold=0.11434500000000002 -0.17933499999999997 -0.15914499999999995 -0.055554999999999993 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00040685156811953222 -0.00027859449162754782 0.00030649213671571569 -0.00040255751797292795 0.00027192455155746392 -0.00011164382816546954
leaf_weight=0.0010293257711611447 0.0010420755822236434 0.0010940098415299724 0.001564919576896022 0.0012988692333526506 0.0015986668178297428
leaf_count=148 501 224 693 1253 302
internal_value=0 4.53751e-05 -2.15877e-05 -0.000102019 6.02971e-05
internal_weight=0 0.00658579 0.00555647 0.00446246 0.00289754
internal_count=3121 2620 2472 2248 1555
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=6
num_cat=0
split_feature=42 52 4 16 2
split_gain=2.27163e-05 3.36955e-05 7.18841e-05 5.04423e-05 3.24308e-05
threshold=0.092620000000000022 -0.088204999999999992 -0.0016099999999999997 -0.49446999999999991 0.097070000000000004
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.00026101147745828836 -0.00026255202141488884 0.00059099928338531525 0.00022175975370549418 -0.00028898087015843835 0.00012829158129012451
leaf_weight=0.0011538289576405311 0.0010870505422504581 0.0012088579754508779 0.0012288587604412219 0.0018821363292741856 0.0011237499909955676
leaf_count=575 630 1053 206 471 186
internal_value=0 4.33577e-05 0.000107872 -8.72357e-05 0.000368087
internal_weight=0 0.00659743 0.0054436 0.003111 0.00233261
internal_count=3121 2491 1916 677 1239
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=6
num_cat=0
split_feature=52 0 52 1 3
split_gain=1.88926e-05 3.15671e-05 3.58363e-05 5.09094e-05 3.36955e-05
threshold=0.11434500000000002 -0.14920999999999998 0.083680000000000018 0.095025000000000012 -0.077774999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00018235956459436087 -0.00025297135244024393 -0.00027635875409699837 0.00044910063563278097 -4.7255784408328358e-05 0.00043891481198231314
leaf_weight=0.0018192325906796515 0.001010266624045319 0.0013088328950424948 0.0010094870589612537 0.0010280679974015517 0.0011739675406029406
leaf_count=232 501 1267 506 203 412
internal_value=0 3.57419e-05 0.000123518 2.9902e-05 0.000211936
internal_weight=0 0.00633959 0.00452036 0.00351087 0.00220204
internal_count=3121 2620 2388 1882 615
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=6
num_cat=0
split_feature=51 49 3 4 4
split_gain=7.22108e-06 1.92738e-05 3.61731e-05 5.52389e-05 1.48347e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0072749657181282006 0.011519126597965793 -0.017165820738210966 0.0021551612100032765 0.022280050406199625 -0.014245708369014259
leaf_weight=0.0011455411940105272 0.0014254135855214295 0.0011435559255519125 0.0011839956679367063 0.0010589734553855101 0.0010323751974895652
leaf_count=537 358 204 593 267 1162
internal_value=0 0.0014079 -0.0018537 0.00349239 -0.00548429
internal_weight=0 0.00584431 0.0044189 0.00327534 0.00221637
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.71016e-05 3.20228e-05 5.50228e-05 5.37614e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00017087644308055113 -0.00029725599381777814 -0.00010848269038874516 -0.00031126983040200376 0.00043676417663759758
leaf_weight=0.0017747898099718116 0.0010291412985463594 0.0012226241850230646 0.0018675999051430163 0.0016118382521682136
leaf_count=882 501 751 333 654
internal_value=0 4.52846e-05 -7.63394e-05 0.000201576
internal_weight=0 0.00647685 0.00364239 0.00283446
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=1.83479e-05 3.86895e-05 6.03108e-05 5.99445e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00017117318811690294 -0.00024912562014878367 -0.0001218996084952928 0.00045740361633735631 -0.00033650809439938578
leaf_weight=0.0016766893779197095 0.0010092006353205627 0.0012156058017449281 0.0016008684559660215 0.0019159820345152109
leaf_count=870 501 751 654 345
internal_value=0 3.53123e-05 0.000207373 -9.95747e-05
internal_weight=0 0.00640915 0.00281647 0.00359267
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=6
num_cat=0
split_feature=52 15 1 0 3
split_gain=3.70128e-05 2.98231e-05 7.09312e-05 5.72632e-05 4.86152e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.11756999999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00022069527629356192 -0.00033777560906592439 -9.3259785687294016e-05 -0.00064580492605380844 1.4848761262174652e-05 0.0004144008481315036
leaf_weight=0.0017760878977182422 0.0011000586644282764 0.00126649869782125 0.0010123138835194051 0.0010053675236493418 0.0016970248545436213
leaf_count=870 501 751 111 234 654
internal_value=0 5.00615e-05 -6.50684e-05 -0.000316615 0.000197446
internal_weight=0 0.00675729 0.00379377 0.00201768 0.00296352
internal_count=3121 2620 1215 345 1405
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=6
num_cat=0
split_feature=42 43 4 15 49
split_gain=2.96635e-05 3.60134e-05 3.71235e-05 2.47025e-05 1.81048e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.18895499999999996 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0003159912223262503 0.0003368326234451003 -0.00027806018647702241 -0.00015220712793965062 1.814083272274461e-05 0.00034921233816325787
leaf_weight=0.0010430610443503885 0.0012688387472928001 0.001624723134097103 0.0012246678946429496 0.0012466025856253389 0.0012945174392706657
leaf_count=862 448 820 230 251 510
internal_value=0 3.96267e-05 -3.03307e-05 7.65504e-05 0.000186798
internal_weight=0 0.00665935 0.00539051 0.00376579 0.00254112
internal_count=3121 2259 1811 991 761
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=5
num_cat=0
split_feature=3 13 12 2
split_gain=7.68797e-06 3.12408e-05 3.22713e-05 4.16605e-05
threshold=-0.13927999999999999 -0.084034999999999985 0.051320000000000005 0.10803500000000001
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0068089292217950086 0.0099580297444509958 0.0095360076780538726 -0.019571896389504857 -0.015589005416063454
leaf_weight=0.0013325576414176228 0.0016513779904424007 0.0016831291132784068 0.0012692483742817277 0.0010856205997355865
leaf_count=303 843 365 1422 188
internal_value=0 -0.00162945 -0.00636826 -0.000315454
internal_weight=0 0.00568938 0.004038 0.00276875
internal_count=3121 2818 1975 553
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=6
num_cat=0
split_feature=1 42 3 49 1
split_gain=2.74563e-05 2.13419e-05 2.96536e-05 2.40648e-05 2.96237e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 -0.006494999999999999 0.094465000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00026683490609183484 0.00024397322264900777 -0.00030632721345151548 -0.00031572119461061211 -0.00015630858137803661 0.00026540106570596429
leaf_weight=0.0011934158079357411 0.0014401671844029582 0.0010852801608530679 0.0012113604602123434 0.0015488262950348807 0.0010919416188765827
leaf_count=251 279 810 403 1191 187
internal_value=0 -5.68847e-05 -3.23048e-06 -8.68986e-05 1.80658e-05
internal_weight=0 0.00613082 0.00504554 0.00385213 0.00264077
internal_count=3121 2842 2032 1781 1378
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=6
num_cat=0
split_feature=52 15 3 48 3
split_gain=1.94926e-05 3.51176e-05 5.49908e-05 5.10802e-05 5.04995e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.10519499999999998 0.083985000000000018 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=0.00027491327883648179 -0.00025765503436441688 -0.00010255189470759404 -0.00053366525225806427 2.8270632685664667e-05 0.00043063656917014713
leaf_weight=0.0010875780521837179 0.0010088496240155407 0.00120033637505691 0.0012480982917847205 0.0012396356353408101 0.0015844107956505874
leaf_count=118 501 751 679 418 654
internal_value=0 3.57193e-05 -9.28679e-05 -0.000253653 0.000200811
internal_weight=0 0.00636006 0.00357531 0.00248773 0.00278475
internal_count=3121 2620 1215 1097 1405
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=5
num_cat=0
split_feature=1 160 16 48
split_gain=8.62478e-06 1.43247e-05 3.19096e-05 2.00699e-05
threshold=0.12500000000000003 -0.064219999999999985 -0.056919999999999991 0.085845000000000019
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0086300276487000279 0.0072184884363161997 0.0090182809928635206 -0.014482412333448977 -0.008527399164540362
leaf_weight=0.0010825903126397271 0.0013310100905910326 0.0017664832847406537 0.0018141955387528308 0.0010332719203562963
leaf_count=723 279 1047 889 183
internal_value=0 -0.00172238 -0.00415141 0.00254291
internal_weight=0 0.00569654 0.00461395 0.00279976
internal_count=3121 2842 2119 1230
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=6
num_cat=0
split_feature=16 2 4 1 3
split_gain=8.57226e-06 2.28482e-05 3.84723e-05 3.30082e-05 2.03691e-05
threshold=0.0039400000000000008 0.11474000000000002 0.0061450000000000003 0.10708500000000001 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.020175316290547168 0.013262610217954855 0.010176877109598727 0.014863459518210269 -0.010120962383417711 -0.0046615609442458425
leaf_weight=0.0013001092516019466 0.0013142435063266556 0.0010593222837382392 0.0010013908671957143 0.0011204478441547954 0.0012249189739599363
leaf_count=1537 636 288 334 134 192
internal_value=0 -0.0026567 -0.00662956 0.00167031 0.0046158
internal_weight=0 0.00448127 0.00342195 0.00212184 0.00253916
internal_count=3121 2293 2005 468 828
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=6
num_cat=0
split_feature=43 3 13 52 3
split_gain=7.92643e-06 2.66973e-05 1.46158e-05 2.57422e-05 3.32313e-05
threshold=-0.04890499999999999 -0.078584999999999988 -0.10664 -0.0064899999999999992 0.0051600000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0043175692351915531 0.006354663415580406 0.017104532845765429 -0.018273107284279628 -0.012040751745021429 0.01282451804205673
leaf_weight=0.0013896659700713152 0.0013402357477614209 0.0010006727231962346 0.0011282333567692706 0.0010760750550484273 0.0010738401045397345
leaf_count=932 259 523 401 883 123
internal_value=0 0.00465041 -0.00244346 -0.00604048 0.000378959
internal_weight=0 0.00239034 0.00461838 0.00327815 0.00214992
internal_count=3121 1455 1666 1407 1006
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=6
num_cat=0
split_feature=52 52 15 49 52
split_gain=2.6925e-05 2.98593e-05 3.23611e-05 3.43064e-05 4.93509e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 -0.026779999999999995 -0.065544999999999978
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00026753310873605919 -0.00029854666311748444 0.000327987926477663 0.00012695207645360584 6.8676235239836404e-05 -0.00048928572516932433
leaf_weight=0.0011741308096204148 0.0010182524033393201 0.0011690391629838844 0.0015437093370747144 0.0010825289155089314 0.0013946367021916797
leaf_count=235 501 562 379 623 821
internal_value=0 4.48606e-05 -1.88519e-05 -0.000102479 -0.000245455
internal_weight=0 0.00636404 0.00519501 0.00402087 0.00247717
internal_count=3121 2620 2058 1823 1444
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=6
num_cat=0
split_feature=13 43 47 4 3
split_gain=7.99426e-06 1.84011e-05 3.24036e-05 3.88152e-05 2.99523e-05
threshold=0.11217000000000001 -0.074359999999999996 1.0000000180025095e-35 -0.059649999999999988 0.092670000000000016
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0086866381234639422 0.006437018862221415 -0.015601605390321297 -0.019645394048225386 -0.0042391672790226594 0.019799276289646721
leaf_weight=0.0012849162789191626 0.0015040217892084359 0.0010309254125677931 0.00111029620617775 0.0010067368846483323 0.0010684707872446516
leaf_count=1050 217 941 240 485 188
internal_value=0 -0.00179001 -0.00498267 0.000258563 0.00813761
internal_weight=0 0.00550135 0.00421643 0.00310613 0.00207521
internal_count=3121 2904 1854 1614 673
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=5
num_cat=0
split_feature=0 150 2 3
split_gain=7.68936e-06 1.945e-05 1.75238e-05 1.5479e-05
threshold=-0.060129999999999996 0.081835000000000019 0.084055000000000005 -0.10831999999999999
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=0.002643142429047951 0.011215878704249324 0.0089567143577918961 -0.012979510222413296 -0.0033142421725187825
leaf_weight=0.0011753150013382211 0.0014521699959213063 0.0010397646092848139 0.0018452088408456239 0.0014807894838878928
leaf_count=684 195 347 1517 378
internal_value=0 -0.00283982 -0.00690059 0.00387993
internal_weight=0 0.00406029 0.00302052 0.00293296
internal_count=3121 2548 2201 573
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=9.10796e-06 2.63901e-05 2.17759e-05 6.13984e-05
threshold=0.092620000000000022 -0.006494999999999999 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00016415642378585051 -0.00017370953495040168 -4.5910876179680315e-05 0.00059021825171325765 -3.9311899914161477e-05
leaf_weight=0.0019366259060742018 0.0010204709566791724 0.001899734294409791 0.001054042394550119 0.0013696037608445536
leaf_count=543 630 799 162 987
internal_value=0 2.60615e-05 0.000111268 0.00023447
internal_weight=0 0.00626001 0.00432338 0.00242365
internal_count=3121 2491 1948 1149
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=6
num_cat=0
split_feature=1 42 3 49 1
split_gain=7.20399e-06 1.67056e-05 2.22208e-05 2.71928e-05 2.50155e-05
threshold=0.12500000000000003 0.088795000000000013 -0.12018999999999998 -0.006494999999999999 0.094465000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.013430531143141553 0.0066129792665610941 -0.013176208876245763 -0.015940042842698551 -0.0055307489265642917 0.014949650684734259
leaf_weight=0.0010938767142208458 0.0013264577208058877 0.0010180283668707428 0.0010992679735544754 0.0014344712579854751 0.0010208005086208244
leaf_count=249 279 821 402 1185 185
internal_value=0 -0.0015738 0.000967185 -0.00286829 0.00298415
internal_weight=0 0.00566644 0.00464842 0.00355454 0.00245527
internal_count=3121 2842 2021 1772 1370
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=6
num_cat=0
split_feature=160 52 16 150 2
split_gain=7.57789e-06 2.15893e-05 4.29985e-05 2.19317e-05 2.1666e-05
threshold=-1.0000000180025095e-35 0.091275000000000009 -0.056919999999999991 0.087380000000000013 0.097070000000000004
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0063345230111373279 0.021100840142588524 0.013184289557685519 -0.017838944697914857 -0.0072208406182771622 0.00029711462936873596
leaf_weight=0.0014935142646365059 0.001001043421907918 0.0012608325837214947 0.0011899773535839157 0.0010368099368408879 0.0010013831623744869
leaf_count=970 741 333 742 147 188
internal_value=0 0.00169925 -0.00172472 0.00458462 0.0106972
internal_weight=0 0.00549005 0.00422921 0.00303924 0.00200243
internal_count=3121 2151 1818 1076 929
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=5
num_cat=0
split_feature=52 4 16 15
split_gain=8.65402e-06 1.40447e-05 3.08804e-05 1.3243e-05
threshold=-0.046924999999999988 -0.080924999999999983 -0.48836499999999994 -0.053579999999999996
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.01316003711888767 0.0053094248299422851 0.0052743886548303198 -0.014433717383141035 -0.0027073476199031472
leaf_weight=0.0010674962165231857 0.001609588861943722 0.0013765960775344839 0.0018819797966112832 0.0010369035746058202
leaf_count=516 625 274 1269 437
internal_value=0 -0.00233297 -0.00610796 0.00534168
internal_weight=0 0.00486816 0.00325858 0.0021044
internal_count=3121 2168 1543 953
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=6
num_cat=0
split_feature=42 160 16 151 15
split_gain=2.62343e-05 2.54163e-05 3.2299e-05 4.71322e-05 4.18469e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029233314022443811 -0.00018639952431779647 -0.00017295532505704392 -0.00019845111432577564 3.8239051268249971e-05 0.00051492632612198475
leaf_weight=0.0010091025975006796 0.0013875474978612915 0.0010009277571116602 0.0010119679930338963 0.0011982811000730089 0.0017306194969038686
leaf_count=862 828 267 311 192 661
internal_value=0 4.80907e-05 0.00011393 0.000194372 0.000319903
internal_weight=0 0.00632934 0.0049418 0.00392983 0.0029289
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=6
num_cat=0
split_feature=42 43 160 1 49
split_gain=2.39051e-05 3.18403e-05 2.50158e-05 2.99701e-05 5.43219e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -1.0000000180025095e-35 0.094385000000000011 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0002820219306697963 0.00032187870734503606 -0.00028041972956848208 -0.00016511389577287459 -0.00016145663508037149 0.00042536133275037713
leaf_weight=0.0010272379458644504 0.0012443580908686287 0.001164960151415889 0.0015884181943946951 0.0010437065361625967 0.0014478223206618721
leaf_count=862 448 644 654 161 352
internal_value=0 3.98996e-05 -2.70002e-05 4.53595e-05 0.000179542
internal_weight=0 0.00648927 0.00524491 0.00407995 0.00249153
internal_count=3121 2259 1811 1167 513
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=3.80336e-05 4.34897e-05 7.34513e-05 6.6147e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00018340057257256517 -0.00035272886982887198 -0.00012904001887909232 0.00050540403365173503 -0.00034308092630082982
leaf_weight=0.0017761881468948463 0.0010299319218070356 0.0012269913553584859 0.0016383548164670692 0.0018978183212210414
leaf_count=882 501 751 654 333
internal_value=0 5.26579e-05 0.000233724 -8.85549e-05
internal_weight=0 0.00653935 0.00286535 0.00367401
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=5
num_cat=0
split_feature=52 160 2 0
split_gain=7.65854e-06 2.17505e-05 2.36329e-05 5.17511e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.11018500000000002 0.010870000000000003
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0063399350440981987 -0.014843516876685021 0.0065056906998828684 0.011481975594225527 -0.020656575155077826
leaf_weight=0.0014902322057123302 0.0010299037317932826 0.0018307774579524806 0.0015051746044141149 0.0011370984601847653
leaf_count=771 825 1165 285 75
internal_value=0 -0.00174145 0.00127526 -0.00390114
internal_weight=0 0.00550295 0.00447305 0.00296788
internal_count=3121 2350 1525 1240
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=5
num_cat=0
split_feature=16 52 2 2
split_gain=8.51973e-06 2.36819e-05 1.63358e-05 3.40813e-05
threshold=-0.008904999999999998 -0.088204999999999992 0.11474000000000002 0.084055000000000005
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0040087030787420369 -0.0077635427809494882 0.011127619887096693 0.0078969476148448067 -0.017010487204260023
leaf_weight=0.001531391695470588 0.0010493635227500149 0.0018050646524206825 0.0010430024418834937 0.0015544107434374993
leaf_count=632 582 507 281 1119
internal_value=0 0.00418273 -0.00292236 -0.00657929
internal_weight=0 0.00285443 0.0041288 0.0030858
internal_count=3121 1089 2032 1751
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=6
num_cat=0
split_feature=42 43 0 12 2
split_gain=3.14673e-05 4.7081e-05 3.1168e-05 3.61138e-05 3.14629e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.096475000000000019 0.09678500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00031293526192786305 0.00031517891128278913 0.0003258854723761318 -0.00048393557918438064 2.6844109485640744e-05 -9.72274649974089e-05
leaf_weight=0.0010685734053857889 0.0018547962566557172 0.00119180358148367 0.0010702958339186886 0.0010585233785027994 0.0015602815293548659
leaf_count=862 1041 175 650 183 210
internal_value=0 4.92514e-05 -5.18039e-05 -0.000229958 8.60036e-05
internal_weight=0 0.0067357 0.0048809 0.00212882 0.00275209
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.43359e-05 3.57765e-05 6.33091e-05 6.07214e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00017573974461488563 -0.00028575460390481362 -0.0001308048379977846 0.00046717758355616931 -0.00033559588412471241
leaf_weight=0.0017410999522779731 0.0010005308881721265 0.0011937181087457796 0.0015838318282982303 0.0018327357682237156
leaf_count=882 501 751 654 333
internal_value=0 4.32517e-05 0.00021018 -8.64836e-05
internal_weight=0 0.00635139 0.00277755 0.00357384
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=6
num_cat=0
split_feature=52 160 52 16 0
split_gain=7.64008e-06 1.84182e-05 1.99315e-05 3.17355e-05 1.68651e-05
threshold=-0.081429999999999989 -1.0000000180025095e-35 0.091275000000000009 -0.18708499999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0063273588937987459 -0.013816864634974889 -0.0047504095081474127 0.011711831756248341 -0.016418940734710657 0.013320778370567886
leaf_weight=0.0014928593554641191 0.001026939157261624 0.0010330214785865192 0.0012568865259504386 0.0011541087036140798 0.0010327181270334625
leaf_count=771 825 166 333 868 158
internal_value=0 -0.00173857 0.00103212 -0.00313677 0.00428386
internal_weight=0 0.00550367 0.00447673 0.00321985 0.00206574
internal_count=3121 2350 1525 1192 324
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.78111e-05 3.42546e-05 7.23583e-05 6.26538e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0001996454818985238 -0.00030754164735260396 -0.00013226133918841398 -0.00035574795427988412 0.00046018633543480945
leaf_weight=0.0017658769725679513 0.0010119613842495398 0.0012054580315149506 0.001843283470036305 0.0015934967265175727
leaf_count=882 501 751 333 654
internal_value=0 4.22394e-05 -8.40071e-05 0.00020503
internal_weight=0 0.00640812 0.00360916 0.00279895
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=6
num_cat=0
split_feature=52 12 16 0 15
split_gain=7.49053e-06 1.43893e-05 2.80212e-05 3.42727e-05 1.32724e-05
threshold=-0.046924999999999988 0.098810000000000023 -0.008904999999999998 -0.10474999999999998 -0.053579999999999996
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.012761925910151812 -0.014050845711584875 -0.011746240135206113 0.014129062245786471 0.0096237963950365369 -0.0030743755311787874
leaf_weight=0.0010723152610283052 0.0015712730469429814 0.0011884584303777238 0.0011172727216868946 0.0010010472236212362 0.0010449422633503655
leaf_count=516 332 328 304 1204 437
internal_value=0 -0.00217664 0.000905838 -0.00483759 0.00494615
internal_weight=0 0.00487805 0.00368959 0.00257232 0.00211726
internal_count=3121 2168 1840 1536 953
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=6
num_cat=0
split_feature=52 12 2 48 4
split_gain=3.0964e-05 4.6433e-05 5.09667e-05 4.72929e-05 1.60044e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.083985000000000018 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=9.8884170875824636e-05 -0.00031421399518221673 0.00031302828054174372 -0.00039335331134296393 0.00042452887905381707 -0.00020985985569981619
leaf_weight=0.0011467332003342022 0.0010683180327848074 0.0018154063763707986 0.0012633742104802004 0.0010093818629085607 0.0014768387065934271
leaf_count=596 501 558 281 324 861
internal_value=0 4.51891e-05 -5.41173e-05 6.38534e-05 -7.49114e-05
internal_weight=0 0.00671173 0.00489633 0.00363295 0.00262357
internal_count=3121 2620 2062 1781 1457
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=8.09873e-06 2.27239e-05 2.29661e-05 6.24172e-05
threshold=0.091735000000000025 -0.006494999999999999 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0078583172157359674 -0.0083505819237543379 -0.002926780614088791 0.03067862602466627 -0.0023468804256010366
leaf_weight=0.0018477680211324201 0.0010007271337977826 0.0018245920352993419 0.0010150246328406443 0.001311973282133764
leaf_count=531 667 784 162 977
internal_value=0 0.00136681 0.00547268 0.0120587
internal_weight=0 0.00599936 0.00415159 0.002327
internal_count=3121 2454 1923 1139
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=5
num_cat=0
split_feature=1 42 48 1
split_gain=8.193e-06 2.31798e-05 2.36198e-05 2.08489e-05
threshold=0.077565000000000009 0.086375000000000021 0.086260000000000017 0.10727500000000002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0055343185629411528 0.013866700757754275 0.015072703396576698 -0.012744045894452312 -0.0038553926160652696
leaf_weight=0.0019437914993059571 0.0011727399581264416 0.0010828885441611126 0.0012599220370434661 0.0015297031955663887
leaf_count=1636 469 532 228 256
internal_value=0 0.00210693 -0.00143654 0.00383521
internal_weight=0 0.00504525 0.00396237 0.00270244
internal_count=3121 1485 953 725
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=5
num_cat=0
split_feature=15 16 0 52
split_gain=8.40857e-06 3.54146e-05 4.04727e-05 4.01398e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0070162297029524789 -0.017461586659037163 0.015756089509692362 -0.015629097907913687 0.0075709040318987621
leaf_weight=0.0013672850694023851 0.001140204418350178 0.001487707327174753 0.0015451910420139299 0.0014414528412734463
leaf_count=363 239 265 1444 810
internal_value=0 -0.00172875 0.00228047 -0.00443201
internal_weight=0 0.00561456 0.00447435 0.00298664
internal_count=3121 2758 2519 2254
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=6
num_cat=0
split_feature=42 43 160 1 16
split_gain=2.75426e-05 2.31277e-05 2.6468e-05 4.12657e-05 5.83342e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -1.0000000180025095e-35 0.094385000000000011 -0.4714549999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0003035650448117338 0.00028829024071116397 -0.00027769579415994213 -0.00018827275135777574 -0.00010497624925457608 0.00049839703425812187
leaf_weight=0.0010118050520007233 0.0012131252898546626 0.0011307284688047503 0.0015583130778225353 0.0011474336866168482 0.0013302225358607393
leaf_count=862 448 644 654 116 397
internal_value=0 4.46519e-05 -1.25536e-05 6.17294e-05 0.000218967
internal_weight=0 0.00637982 0.0051667 0.00403597 0.00247766
internal_count=3121 2259 1811 1167 513
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=5
num_cat=0
split_feature=49 15 16 12
split_gain=8.19096e-06 2.35863e-05 3.79758e-05 3.13501e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.095964999999999981 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0063149815838714832 0.0014342086175972923 0.015700907129683219 -0.022797094799410195 -0.0057475304138409865
leaf_weight=0.0015800873006811813 0.0015690669694281231 0.0013247709921152596 0.001100339398006271 0.0014033823018229285
leaf_count=425 432 200 681 1383
internal_value=0 -0.00187122 -0.00855403 0.00466767
internal_weight=0 0.00539756 0.00266941 0.00272815
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=5
num_cat=0
split_feature=1 42 3 2
split_gain=8.28534e-06 1.64361e-05 1.86923e-05 2.14416e-05
threshold=0.12500000000000003 0.088795000000000013 -0.12018999999999998 0.097845000000000015
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.012299271306752419 0.007117239851090403 -0.013190093428080297 -0.010040740922895868 0.0055462970572921887
leaf_weight=0.0010896107144269282 0.0013197942481254594 0.0010176553946032868 0.001868505993785655 0.0016724748295718734
leaf_count=249 279 821 1361 411
internal_value=0 -0.00168312 0.00084574 -0.00267868
internal_weight=0 0.00564825 0.00463059 0.00354098
internal_count=3121 2842 2021 1772
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=6
num_cat=0
split_feature=52 12 2 48 3
split_gain=4.06699e-05 4.33908e-05 3.09894e-05 6.15814e-05 2.0317e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.083985000000000018 -0.075944999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0002977830346514934 -0.00035760302174379655 0.00031907207313465919 -0.00030772007541089507 0.00046018291594785143 5.1676302569376236e-05
leaf_weight=0.0011779142022196186 0.0010429206880815649 0.0017968531464714931 0.0012219271061232849 0.0010249278143048702 0.0013996668133256754
leaf_count=1164 501 558 281 324 293
internal_value=0 5.89817e-05 -3.78885e-05 5.36351e-05 -0.000108021
internal_weight=0 0.00662129 0.00482444 0.00360251 0.00257758
internal_count=3121 2620 2062 1781 1457
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=6
num_cat=0
split_feature=42 43 4 16 15
split_gain=2.73131e-05 2.91092e-05 2.99541e-05 2.10918e-05 2.80126e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 -0.070454999999999976 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00029961510209813445 0.0003180022207776008 -0.00024559478879741521 0.00017627225362449025 0.00029301567025135337 -0.00024550445794580846
leaf_weight=0.0010150985690347792 0.001227811453351501 0.0015534496727804274 0.0012676485792324321 0.0011957185773973883 0.0011588611730589163
leaf_count=862 448 820 235 462 294
internal_value=0 4.65742e-05 -1.78159e-05 7.98707e-05 -2.51614e-05
internal_weight=0 0.00640349 0.00517568 0.00362223 0.00242651
internal_count=3121 2259 1811 991 529
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=6
num_cat=0
split_feature=13 3 15 2 1
split_gain=7.61905e-06 2.26762e-05 2.99426e-05 3.97766e-05 1.35715e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0030610246211273777 -0.0037142131724927025 -0.015524097099786882 -0.00990013831805228 0.021871592436237094 0.01323664722407498
leaf_weight=0.0010176349449865533 0.0013162225507639884 0.001007357882169567 0.0014864972118683239 0.0011286371314708642 0.0010261975152639907
leaf_count=632 284 108 1080 727 290
internal_value=0 -0.0021379 0.00129213 0.00809714 0.00512195
internal_weight=0 0.00493871 0.00393136 0.00244486 0.00204383
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=6
num_cat=0
split_feature=1 150 1 15 3
split_gain=7.56581e-06 1.42257e-05 2.0053e-05 4.88025e-05 9.27482e-06
threshold=0.12500000000000003 0.081835000000000019 0.080585000000000004 -0.10653 -0.083924999999999986
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0097457653497418275 0.0068050168760092553 0.0077657276716791099 0.0038989250141596033 -0.024898576013171969 -0.0037461126623927021
leaf_weight=0.0010148413680214831 0.0013201467224277135 0.001259503924075013 0.0011706784068454604 0.0011833156109590035 0.0010232703476370476
leaf_count=685 279 368 181 735 873
internal_value=0 -0.00160315 -0.00428983 -0.0105771 0.00297193
internal_weight=0 0.00565161 0.00439211 0.00235399 0.00203811
internal_count=3121 2842 2474 916 1558
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=6
num_cat=0
split_feature=42 43 4 15 3
split_gain=2.39381e-05 2.14513e-05 2.24163e-05 1.83214e-05 3.73888e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.064804999999999988 -0.17952999999999997 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00028424429034263433 0.00022414918511422829 -0.00025066865726708018 -0.00014435489436978032 -0.00010636567728901448 0.00040444771889037713
leaf_weight=0.0010197577522468885 0.0017521416547198517 0.0012857183360105539 0.0011743842697241012 0.001061283183271347 0.0011455538679102772
leaf_count=862 1041 623 178 262 155
internal_value=0 3.91577e-05 -3.0295e-05 5.35027e-05 0.000158794
internal_weight=0 0.00641908 0.00466694 0.00338122 0.00220684
internal_count=3121 2259 1218 595 417
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.62854e-05 3.38304e-05 6.34506e-05 5.27794e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00015971494013732753 -0.00029603333175623524 -0.00013519905246837721 0.0004526831833430365 -0.00031055300974265859
leaf_weight=0.001784604672032045 0.0010171728848913306 0.0012319071636124658 0.001652962678110018 0.0018885676732432869
leaf_count=882 501 751 654 333
internal_value=0 4.27328e-05 0.000201644 -8.20741e-05
internal_weight=0 0.00655804 0.00288487 0.00367317
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=5
num_cat=0
split_feature=52 0 3 1
split_gain=2.89406e-05 3.33415e-05 4.09802e-05 4.84636e-05
threshold=0.11434500000000002 -0.14920999999999998 -0.13309499999999996 0.095285000000000022
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.00017791346826870271 -0.00031434603208327588 -0.00018039820086381087 1.5951425695931535e-05 0.00048481344333761397
leaf_weight=0.0018812985823367882 0.0010140445872977967 0.0011940173196376739 0.0017585412830016321 0.0016362194200859193
leaf_count=232 501 220 1677 491
internal_value=0 4.19169e-05 0.000132043 0.000241935
internal_weight=0 0.00647008 0.00458878 0.00339476
internal_count=3121 2620 2388 2168
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=3.2925e-05 3.31123e-05 6.36981e-05 5.16868e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00016672729384644772 -0.00033106922679277485 -0.00012995682475627657 0.00046480543821822581 -0.00030219996831520207
leaf_weight=0.001757744124090483 0.0010090802308780457 0.0012149669994338344 0.0016093319319813318 0.0018599766790457942
leaf_count=882 501 751 654 333
internal_value=0 4.98465e-05 0.000208948 -7.4362e-05
internal_weight=0 0.00644202 0.0028243 0.00361772
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=6
num_cat=0
split_feature=51 160 3 2 16
split_gain=7.65665e-06 2.15386e-05 1.96966e-05 4.71761e-05 7.7874e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.13309499999999996 0.10613000000000002 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.014371989728483399 -0.0080551478771793365 -0.012275114132919344 0.028200439512718802 -0.01547115013607765 -0.0063910152618933212
leaf_weight=0.0010461838478836227 0.0010149856752138444 0.0012494148440166711 0.0012018242767855645 0.0010672942036170233 0.0014194939145519105
leaf_count=651 409 216 546 357 942
internal_value=0 0.00133798 -0.00142345 0.00225226 0.00946851
internal_weight=0 0.00598421 0.00493803 0.00368861 0.00262132
internal_count=3121 2712 2061 1845 1488
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=6
num_cat=0
split_feature=42 43 1 3 2
split_gain=2.79465e-05 3.4364e-05 3.53691e-05 2.57789e-05 1.64344e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 0.10471500000000002 0.11924500000000002 0.096325000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.000299485423713717 0.00033604187865027215 -5.0008374796191688e-05 0.00029542801438859191 -9.8877774312631085e-05 -0.00036140299183535249
leaf_weight=0.0010407824224640096 0.001270099408989595 0.0015321591791931483 0.0015897378571055924 0.0010641954874503537 0.0011338145594738727
leaf_count=862 448 956 316 188 351
internal_value=0 4.62594e-05 -2.29246e-05 0.000137316 -0.000182442
internal_weight=0 0.00659001 0.00531991 0.00265393 0.00266597
internal_count=3121 2259 1811 504 1307
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=5
num_cat=0
split_feature=3 3 1 3
split_gain=8.64073e-06 1.29556e-05 2.66766e-05 4.51757e-05
threshold=0.13524500000000003 0.083060000000000009 0.077845000000000011 -0.13309499999999996
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0098475884775545783 0.0079854766600004953 -0.0088285527688284175 -0.0083659564717369246 0.01774580591120711
leaf_weight=0.0013837450650679493 0.0011301568298682958 0.001730462081974124 0.0011131943325917656 0.001636776927348113
leaf_count=1606 192 228 250 845
internal_value=0 -0.00156391 0.00147723 0.00717571
internal_weight=0 0.00586418 0.00413372 0.00274997
internal_count=3121 2929 2701 1095
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=6
num_cat=0
split_feature=42 43 4 47 3
split_gain=2.73976e-05 2.64058e-05 2.75253e-05 1.52628e-05 3.50452e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.086380000000000012 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00030371749752174034 0.00030472327892850563 -0.00023557810681375924 -5.4386955736929008e-05 -0.00012210546579331441 0.0004074835025136103
leaf_weight=0.0010025836205380398 0.0012170897880965882 0.00154221632894194 0.0013625454043519453 0.001041945774611181 0.001177382716261124
leaf_count=862 448 820 617 186 188
internal_value=0 4.51013e-05 -1.6565e-05 7.77336e-05 0.000159713
internal_weight=0 0.00634118 0.00512409 0.00358187 0.00253993
internal_count=3121 2259 1811 991 805
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.24316e-05 2.68617e-05 6.59852e-05 5.13127e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00017669339885819304 -0.00027388799604362421 -0.00016187585491860996 0.00044462335273584856 -0.00029054332715811797
leaf_weight=0.0016996827126006058 0.0010148397452812317 0.0012109109550113154 0.0016022300125726017 0.0019295632731439138
leaf_count=870 501 751 654 345
internal_value=0 3.97481e-05 0.000183557 -7.17226e-05
internal_weight=0 0.00644239 0.00281314 0.00362925
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9913
num_leaves=5
num_cat=0
split_feature=4 4 2 2
split_gain=7.91215e-06 2.24053e-05 2.3636e-05 3.24923e-05
threshold=0.27287000000000006 0.098655000000000007 0.10774000000000002 0.090935000000000016
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0052876641718491608 0.0061654874874012763 -0.014965593518701754 0.013514908209689589 -0.015218587953187354
leaf_weight=0.001881141911215722 0.0015952958997885605 0.0010494665454533073 0.0011632033750572082 0.0013113344747223655
leaf_count=1610 352 195 391 573
internal_value=0 -0.00184918 0.00131111 -0.00313544
internal_weight=0 0.00540515 0.00435568 0.00319248
internal_count=3121 2769 2574 2183
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=3.71459e-05 3.54814e-05 5.7512e-05 5.36808e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00016354048361805508 -0.00034481975201065509 -0.00010236624451453983 0.00045244081730117907 -0.00030567666988576302
leaf_weight=0.0018473957196237871 0.0010509847132609924 0.0012619965847573448 0.0016675304119475036 0.0019030808078904374
leaf_count=882 501 751 654 333
internal_value=0 5.17469e-05 0.000213438 -7.45514e-05
internal_weight=0 0.00668 0.00292953 0.00375048
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9915
num_leaves=7
num_cat=0
split_feature=42 160 16 4 1 1
split_gain=3.62747e-05 2.31614e-05 3.63683e-05 5.29567e-05 2.56279e-05 2.5828e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.036839999999999991 0.098700000000000024 0.11507500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00034264441681825224 -0.00016549445324844965 0.00058858594236509132 -0.00021234682428836836 -0.00016846628579275376 0.00042320614781893881 -1.4789507089894721e-05
leaf_weight=0.0010334048381331765 0.0014700982283995575 0.0010003127241296583 0.0010549279992663092 0.0011135888896885091 0.0010174951925443158 0.0010536134785357125
leaf_count=862 828 470 311 305 166 179
internal_value=0 5.19955e-05 0.000113014 0.000195028 7.1412e-05 0.000200389
internal_weight=0 0.00671004 0.00523994 0.00418501 0.0031847 0.00207111
internal_count=3121 2259 1431 1120 650 345
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=7.82303e-06 2.28499e-05 2.02792e-05 4.75041e-05
threshold=0.092145000000000019 -0.006494999999999999 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.0078739084795921965 -0.0082095697884658255 -0.0024055484438537441 0.027944743851385508 -0.0008873806773582615
leaf_weight=0.00186010357684218 0.0010007999448679418 0.0018327569821303142 0.0010118367395178021 0.001312967637505748
leaf_count=539 649 788 162 983
internal_value=0 0.00133862 0.00546032 0.0116614
internal_weight=0 0.00601766 0.00415756 0.0023248
internal_count=3121 2472 1933 1145
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=5
num_cat=0
split_feature=16 0 52 16
split_gain=8.92007e-06 2.3691e-05 3.42241e-05 3.88429e-05
threshold=-0.49446999999999991 -0.14920999999999998 -0.057699999999999994 -0.056919999999999991
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0071451365357766434 -0.014030556603521253 0.014705481619669442 0.0078846363184492101 -0.01491409530462897
leaf_weight=0.0013925751232599015 0.0012347071631573043 0.0013772373650100238 0.0013946635550095385 0.0016099284016711901
leaf_count=261 175 851 1195 639
internal_value=0 -0.00179557 0.00165199 -0.00433144
internal_weight=0 0.00561654 0.00438183 0.00300459
internal_count=3121 2860 2685 1834
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=3.08849e-05 3.11847e-05 6.5906e-05 6.42193e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00019795322051685709 -0.00031755759621401376 -0.00013393681427965119 -0.00032987024005891715 0.00046117556092422181
leaf_weight=0.0017893976198253036 0.0010178113875677318 0.0012283504780364624 0.0018496358383052966 0.0016121044859138478
leaf_count=882 501 751 333 654
internal_value=0 4.98526e-05 -7.03271e-05 0.00020382
internal_weight=0 0.00647949 0.00363903 0.00284045
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=2.51063e-05 2.28668e-05 3.26958e-05 3.58154e-05 3.00309e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00029173692235840397 0.00022775057077011865 -0.00014199347225409247 -0.00048224079129898016 3.3704781622646545e-05 0.00027966271380691881
leaf_weight=0.0010318975728583158 0.0017690111689689751 0.001090824195938448 0.0010124052522182527 0.0010576850592309186 0.0016047480530665113
leaf_count=862 1041 145 553 280 240
internal_value=0 3.73726e-05 -3.32956e-05 -0.000218625 0.00010903
internal_weight=0 0.00653467 0.00476566 0.00207009 0.00269557
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=6
num_cat=0
split_feature=42 43 4 1 16
split_gain=3.62666e-05 3.3847e-05 3.58854e-05 2.54506e-05 3.21125e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 -0.033174999999999989 0.094825000000000007 -0.45661999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.00034128949058276868 0.00034715404799226377 -0.000261300350579561 -0.00017217216148200033 -3.0324564538200604e-05 0.00039745578212148212
leaf_weight=0.0010213146689884538 0.0012432199885921685 0.0015670127981897964 0.0010155890231718398 0.0012987216309659486 0.0014040731965498118
leaf_count=862 448 820 511 152 328
internal_value=0 5.60525e-05 -1.24198e-05 9.24643e-05 0.000191903
internal_weight=0 0.00652862 0.0052854 0.00371838 0.00270279
internal_count=3121 2259 1811 991 480
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=6
num_cat=0
split_feature=42 160 16 151 2
split_gain=3.40122e-05 3.5495e-05 2.80281e-05 5.01886e-05 4.4859e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00033539950449219938 -0.00022393446880148403 -0.00017532543729354688 -0.00016211360526508133 6.7278848238922477e-05 0.00054672941136408931
leaf_weight=0.0010188442085396756 0.0014214688695963311 0.0010226301603822674 0.001030180321532655 0.0013839772299806294 0.0016385748927042723
leaf_count=862 828 267 311 490 363
internal_value=0 4.9925e-05 0.000126625 0.000200158 0.000327197
internal_weight=0 0.00649683 0.00507536 0.00404518 0.00302255
internal_count=3121 2259 1431 1120 853
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=6
num_cat=0
split_feature=51 49 3 4 4
split_gain=8.76359e-06 2.06038e-05 3.57239e-05 4.5349e-05 1.40673e-05
threshold=-0.076794999999999988 -0.043469999999999995 -0.13309499999999996 0.24564500000000003 -0.080924999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080446409427213494 0.011901530681703451 -0.017046366322912045 0.0027630572759250109 0.020347762513237014 -0.01314972802985662
leaf_weight=0.0011409407194895678 0.0014457253089892588 0.0011467295361403057 0.0011876816102625249 0.0010716415996713784 0.0010437730730257439
leaf_count=537 358 204 593 267 1162
internal_value=0 0.00153007 -0.00183957 0.00343975 -0.00468022
internal_weight=0 0.00589555 0.00444983 0.0033031 0.00223145
internal_count=3121 2584 2226 2022 1755
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=6
num_cat=0
split_feature=13 2 48 2 13
split_gain=8.5248e-06 2.31031e-05 5.51934e-05 1.94628e-05 1.81758e-05
threshold=-0.15078499999999997 0.11215000000000001 0.083985000000000018 0.084245000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.007217415823266001 0.010182176357623926 -0.013570268128941722 0.02180396278644323 -0.014293431392647014 -0.0083655212322143856
leaf_weight=0.0013213427577099214 0.0011127823607942899 0.0012729873150952786 0.0010450276614801146 0.0012665596936161146 0.0010059654117464656
leaf_count=230 656 422 400 1273 140
internal_value=0 -0.0016968 0.00171485 -0.00448655 0.00137587
internal_weight=0 0.00570332 0.00443034 0.00338531 0.00211875
internal_count=3121 2891 2469 2069 796
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.92609e-05 4.17804e-05 5.16599e-05 4.67635e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00014233871845623262 -0.0003128065132958668 -6.5290726966152769e-05 -0.00032605044279540758 0.00044164068545616268
leaf_weight=0.0017843133493906256 0.0010205520548631905 0.0012342707620170261 0.0018377355689555162 0.0016151670254403877
leaf_count=882 501 751 333 654
internal_value=0 4.44286e-05 -9.531e-05 0.000222057
internal_weight=0 0.00647149 0.00362205 0.00284944
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=2.9325e-05 2.23455e-05 3.08278e-05 5.32617e-05 2.57766e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00031055437182026441 -0.00017011637854430075 0.0002008323829752664 -0.00019298133025511349 0.00057547962567763389 -0.00016955389207324827
leaf_weight=0.0010270083433325059 0.0014348264066203122 0.0018322705938594557 0.0010457751869512892 0.0010067178956260415 0.001192593251751135
leaf_count=862 828 572 311 351 197
internal_value=0 4.59467e-05 0.000107005 0.00018482 5.48026e-05
internal_weight=0 0.00651218 0.00507736 0.00403158 0.00302486
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=5
num_cat=0
split_feature=0 1 15 43
split_gain=9.41307e-06 1.93121e-05 2.15521e-05 1.83093e-05
threshold=-0.060129999999999996 0.094385000000000011 -0.11713499999999999 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012596295244231252 0.01376162576518402 -0.0085056228087806926 0.0096423079260616676 -0.0022703038920711001
leaf_weight=0.0014110687029883794 0.0012048689981355508 0.0011451201121061259 0.0015270128154715756 0.0017427189505458411
leaf_count=1930 206 225 393 367
internal_value=0 -0.00313241 0.00186516 0.00428298
internal_weight=0 0.0040832 0.00267213 0.00294759
internal_count=3121 2548 618 573
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=5
num_cat=0
split_feature=4 4 2 4
split_gain=8.58081e-06 2.09766e-05 2.15764e-05 2.43712e-05
threshold=0.36766000000000004 0.098655000000000007 0.11093500000000002 -0.10429499999999998
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.013055638011159105 0.0065362689290372131 -0.014249559983979507 0.013578247673266423 0.0043958478762226817
leaf_weight=0.0013582728365117136 0.0015540423671973067 0.0010968050574323394 0.001067426554646794 0.0019477277892737241
leaf_count=289 328 219 327 1958
internal_value=0 -0.00188409 0.00121703 -0.00277411
internal_weight=0 0.00547023 0.00437343 0.003306
internal_count=3121 2793 2574 2247
is_linear=0
shrinkage=0.1


Tree=9928
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.82527e-05 2.52923e-05 3.32544e-05 4.56938e-05 4.79195e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00030769371801742568 -0.00018880721668190046 0.00030708704520438732 0.00035192578412473785 -0.00046574504164098894 0.00010359536302619888
leaf_weight=0.0010229335118752741 0.0014120976522512298 0.0012393749276657174 0.0015071298042341214 0.0010600292775971814 0.0012253998878746374
leaf_count=862 828 250 340 656 185
internal_value=0 4.3082e-05 0.000108156 3.92599e-06 -0.000160476
internal_weight=0 0.00644403 0.00503193 0.0035248 0.00228543
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=5
num_cat=0
split_feature=0 0 43 15
split_gain=8.51992e-06 1.82877e-05 1.58808e-05 1.55755e-05
threshold=-0.060129999999999996 -0.10607499999999999 -0.074359999999999996 -0.095869999999999983
decision_type=2 2 2 2
left_child=1 3 -2 -1
right_child=2 -3 -4 -5
leaf_value=-0.006020767395543177 0.012920806850317896 -0.013966601113002051 -0.002020403553507306 0.0084529032470988842
leaf_weight=0.0015116050263834033 0.0012016037920199337 0.0011051501588138497 0.0017436827616681661 0.001463204297213879
leaf_count=253 206 1988 367 307
internal_value=0 -0.00298236 0.00407524 0.00109832
internal_weight=0 0.00407996 0.00294529 0.00297481
internal_count=3121 2548 573 560
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=7
num_cat=0
split_feature=52 0 13 150 2 2
split_gain=3.00129e-05 3.53999e-05 3.80415e-05 2.699e-05 1.30905e-05 9.98149e-07
threshold=0.11434500000000002 -0.084044999999999995 -0.061684999999999997 0.081835000000000019 0.090050000000000005 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-4.9937421759511531e-05 -0.00031238215608324826 0.00050007450878413774 8.4421294945651422e-05 0.00016947297219399086 -0.00034372508005582961 -2.848422658036812e-06
leaf_weight=0.0010819242477624247 0.001038839454878664 0.001058703546580512 0.0010137122841558646 0.001053750036324067 0.0012647503692962277 0.0010018802094522846
leaf_count=696 501 501 359 253 326 485
internal_value=0 4.66403e-05 0.000199121 -9.12159e-05 -0.000208276 4.10426e-05
internal_weight=0 0.00647472 0.0030743 0.00340042 0.00234667 0.00201559
internal_count=3121 2620 1345 1275 1022 844
is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=6
num_cat=0
split_feature=52 12 2 12 1
split_gain=3.21576e-05 3.69056e-05 2.90058e-05 3.44562e-05 1.75676e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.079890000000000017 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=2.5457938625964737e-05 -0.00032216897497566629 0.00029194442498659614 -0.00030669060610731926 -0.00025959110799459465 0.00035295781670431262
leaf_weight=0.0014391071839026774 0.0010366631539220359 0.0017625674039238584 0.0011806937818588581 0.0010057369174342658 0.0011196669789779177
leaf_count=216 501 558 281 1310 255
internal_value=0 4.96661e-05 -4.03262e-05 4.79032e-05 0.000168765
internal_weight=0 0.00650777 0.0047452 0.00356451 0.00255877
internal_count=3121 2620 2062 1781 471
is_linear=0
shrinkage=0.00196078


Tree=9932
num_leaves=5
num_cat=0
split_feature=52 4 2 16
split_gain=9.15418e-06 2.84678e-05 2.96904e-05 2.63672e-05
threshold=-0.088204999999999992 -0.0016099999999999997 0.099515000000000006 -0.48836499999999994
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0077867059316952319 0.019512256250100186 0.0063237584625065752 -0.0030680339246741237 -0.011579643085083724
leaf_weight=0.0012494112998153051 0.0013845676674413498 0.0013957064449916421 0.0010049829795072312 0.0020033622493702257
leaf_count=680 1323 274 223 621
internal_value=0 0.00165162 0.0100156 -0.00422825
internal_weight=0 0.00578862 0.00238955 0.00339907
internal_count=3121 2441 1546 895
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=6
num_cat=0
split_feature=2 43 0 160 0
split_gain=2.93072e-05 2.8799e-05 4.99463e-05 3.56285e-05 5.28273e-05
threshold=-1.0000000180025095e-35 0.066275000000000014 -0.053834999999999994 -1.0000000180025095e-35 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.00030414271771184907 -0.0003098138606484648 0.00022418665065151327 -0.00042586352496684057 -0.00015006768030337655 0.00037240729639498218
leaf_weight=0.0010166929446678557 0.0010599940934870951 0.0011831192831475547 0.0014456570059467018 0.001501582931588949 0.0014747572672616455
leaf_count=199 765 339 370 152 1296
internal_value=0 -5.32538e-05 -0.000113131 -1.1222e-06 0.000108815
internal_weight=0 0.00666511 0.00548199 0.00403633 0.00297634
internal_count=3121 2922 2583 2213 1448
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.63381e-05 3.35037e-05 5.46692e-05 5.12437e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00016019454956162161 -0.0002946061195547321 -0.00010799480924692516 0.00044699058867720776 -0.00030941580402144605
leaf_weight=0.0017510601542500268 0.0010105281800077753 0.0012002214708468648 0.0015816908638386438 0.0018238486284203304
leaf_count=882 501 751 654 333
internal_value=0 4.61812e-05 0.000207549 -7.93915e-05
internal_weight=0 0.00635682 0.00278191 0.00357491
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=5
num_cat=0
split_feature=15 16 0 49
split_gain=9.08538e-06 3.1042e-05 3.11816e-05 3.67551e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.053834999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0072775228578913793 -0.016399071881035395 -0.0055980737729466575 -0.0077460831752649006 0.018688101735529331
leaf_weight=0.0013716223102224348 0.0011579392348287816 0.0010317591792760644 0.0019117575265975156 0.0015735511592861438
leaf_count=363 239 434 400 1685
internal_value=0 -0.00179153 0.00195308 0.00907025
internal_weight=0 0.00567501 0.00451707 0.00260531
internal_count=3121 2758 2519 2119
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=6
num_cat=0
split_feature=13 3 15 49 1
split_gain=8.39117e-06 2.07217e-05 2.19103e-05 3.70773e-05 1.04136e-05
threshold=-0.084034999999999985 0.10893000000000001 -1.0000000180025095e-35 -0.006494999999999999 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0017591477125594706 -0.006948996799875139 -0.015038354359268497 -0.0085463616381695508 0.017720462636280115 0.012449843300294118
leaf_weight=0.0010326202620716657 0.0010935970849620356 0.0010094830725056111 0.0014945574507711562 0.0013755644674001777 0.0010305419349940725
leaf_count=632 250 108 1080 761 290
internal_value=0 -0.0022476 0.00100996 0.0067943 0.00533819
internal_weight=0 0.0049732 0.00396372 0.00246916 0.00206316
internal_count=3121 2199 2091 1011 922
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=6
num_cat=0
split_feature=42 43 1 16 15
split_gain=3.45196e-05 2.41461e-05 3.56315e-05 3.23596e-05 3.03562e-05
threshold=-1.0000000180025095e-35 -0.084004999999999982 0.094385000000000011 -0.0087049999999999992 -0.10091499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0003323295731953418 0.00029749362273707005 -0.00042980569157149745 0.00030722326309073867 5.4261246206127454e-05 -7.4334120825271375e-05
leaf_weight=0.001029445313599572 0.0012631694459727455 0.0011215207774745259 0.0016911809669895683 0.0010082891669772095 0.0015241135491029958
leaf_count=862 448 753 266 362 430
internal_value=0 5.36806e-05 -3.9379e-06 -0.00020064 0.000126357
internal_weight=0 0.00660827 0.0053451 0.00212981 0.00321529
internal_count=3121 2259 1811 1115 696
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=6
num_cat=0
split_feature=52 15 3 3 48
split_gain=3.25481e-05 3.53787e-05 6.87363e-05 5.52565e-05 6.5778e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 -0.10519499999999998 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00028878155462903047 -0.00032523760157090114 -0.00013906940264860621 0.00047725049948222546 -0.00055203604533249362 7.8572001882254531e-05
leaf_weight=0.0010976769153812622 0.0010361547603660436 0.0012177639210647225 0.0016228881973562857 0.0012753107462444781 0.0012684965034846559
leaf_count=118 501 751 654 679 418
internal_value=0 4.90286e-05 0.000213039 -7.8913e-05 -0.000237577
internal_weight=0 0.00648214 0.00284065 0.00364148 0.00254381
internal_count=3121 2620 1405 1215 1097
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=7
num_cat=0
split_feature=147 151 4 16 2 13
split_gain=2.54732e-05 3.29705e-05 5.00664e-05 4.24539e-05 3.43125e-05 3.53854e-05
threshold=1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 -0.092484999999999984 0.083995000000000014 -0.0013449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00037554171460629874 0.000286260752246164 -0.00044352005583743237 0.00034993139887704153 -0.00028258364382790873 0.00041948197331081555 -7.9698881371376376e-05
leaf_weight=0.0010076617109719497 0.0010025938446461763 0.0010095507297273936 0.001279708631705765 0.0010032464731931576 0.0010314040625206118 0.0011600209332251769
leaf_count=412 183 392 316 563 820 435
internal_value=0 -4.95507e-05 1.03496e-05 -9.30146e-05 1.77489e-05 0.000155243
internal_weight=0 0.00649159 0.00548393 0.00420422 0.00319467 0.00219142
internal_count=3121 2938 2526 2210 1818 1255
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=0 47 2 4 3
split_gain=9.04986e-06 3.10493e-05 2.45292e-05 2.97841e-05 1.45091e-05
threshold=-0.019414999999999998 0.092530000000000015 0.11215000000000001 0.0061450000000000003 -0.13309499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.0021268004402197208 -0.0034931835750961547 -0.016071308749061597 -0.0096465752317859109 0.020416559813123989 0.01247964248505652
leaf_weight=0.0012876038689558086 0.0010519808272110229 0.0012463008548905491 0.0011550909721636982 0.0010756693293131152 0.0012378825565731921
leaf_count=1703 164 310 388 355 201
internal_value=0 -0.00250791 0.00229661 0.00813405 0.0051416
internal_weight=0 0.00476467 0.00351836 0.00236327 0.00228986
internal_count=3121 2756 2446 2058 365
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=5
num_cat=0
split_feature=4 0 3 3
split_gain=9.70676e-06 1.91738e-05 3.78017e-05 2.05214e-05
threshold=0.27287000000000006 -0.061629999999999997 0.090900000000000009 -0.10023499999999998
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016444146108978416 0.0068158339596797127 0.014722133114698364 0.0064332639570826543 -0.003766329419849656
leaf_weight=0.0018186791598836481 0.0016034382169328263 0.0010949720729382805 0.0011980609792954233 0.0013290318788378584
leaf_count=2148 352 159 150 312
internal_value=0 -0.0020373 -0.00735867 0.00458529
internal_weight=0 0.00544074 0.00301674 0.002424
internal_count=3121 2769 2298 471
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=2.82063e-05 3.18454e-05 3.47679e-05 3.80712e-05 5.37311e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00029838813950559427 -0.00020472608593243667 0.00029035720767802076 0.00037032670971362541 -0.00044935081733444107 0.00014557137871937153
leaf_weight=0.0010258076764165635 0.001459693409754108 0.001281593842595742 0.0015379800607122456 0.0010867532084090146 0.0012608192344224882
leaf_count=862 828 250 340 656 185
internal_value=0 5.10113e-05 0.000123256 1.85513e-05 -0.000129834
internal_weight=0 0.00662684 0.00516715 0.00362917 0.00234757
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=5
num_cat=0
split_feature=52 4 52 16
split_gain=8.57105e-06 2.46594e-05 2.50002e-05 2.4358e-05
threshold=-0.088204999999999992 -0.0016099999999999997 0.089325000000000015 -0.48836499999999994
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=-0.0075223640107224517 0.020185622111713049 0.0062605230381512977 -0.00027020738668316987 -0.010947216436690813
leaf_weight=0.0012510773028729209 0.001129934998978565 0.0013966239669170768 0.0012678378419144069 0.0020014804352435265
leaf_count=680 1014 274 532 621
internal_value=0 0.00160439 0.00936947 -0.00387482
internal_weight=0 0.00579588 0.00239777 0.0033981
internal_count=3121 2441 1546 895
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=6
num_cat=0
split_feature=4 16 52 43 15
split_gain=7.63197e-06 2.33924e-05 2.23477e-05 2.89367e-05 1.49461e-05
threshold=0.24564500000000003 -0.094359999999999986 -0.088204999999999992 -1.0000000180025095e-35 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.01503995917254816 0.012834247254943022 -0.010251954877848289 -0.0063475519621598092 0.015054889594326723 -0.0037763739637189648
leaf_weight=0.0011003884568941387 0.0011363503567632929 0.0011274331608733422 0.0010469075567677523 0.0015928736505894936 0.0010351553608156875
leaf_count=393 260 631 1193 478 166
internal_value=0 -0.0022132 0.00153345 0.00656692 0.00491597
internal_weight=0 0.0048676 0.00376721 0.00263978 0.00217151
internal_count=3121 2695 2302 1671 426
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.6877e-05 3.57464e-05 5.05052e-05 4.61697e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00014085858732249538 -0.00029949695772316684 -9.2838761536164405e-05 0.0004380536149759618 -0.00030304072071636964
leaf_weight=0.0017620548570674683 0.0010203330744353598 0.0012118696937414909 0.0015966036605106859 0.0018431250559676124
leaf_count=882 501 751 654 333
internal_value=0 4.31187e-05 0.000208971 -8.60821e-05
internal_weight=0 0.00641365 0.00280847 0.00360518
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=6
num_cat=0
split_feature=52 12 2 48 3
split_gain=2.98348e-05 3.64402e-05 3.94062e-05 3.93753e-05 2.06005e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.083985000000000018 -0.075944999999999985
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00026570370383147173 -0.00031810253041273463 0.00027210313256751913 -0.00035414261744103011 0.00037498212229155839 8.3533144334539005e-05
leaf_weight=0.0012063696778266189 0.0010607862015376618 0.001825872565824508 0.001242220505876157 0.0010298777239993689 0.0014064635401411032
leaf_count=1164 501 558 281 324 293
internal_value=0 3.57688e-05 -5.25674e-05 5.02744e-05 -7.77128e-05
internal_weight=0 0.0067108 0.00488493 0.00364271 0.00261283
internal_count=3121 2620 2062 1781 1457
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=5
num_cat=0
split_feature=51 52 150 15
split_gain=7.62689e-06 1.79003e-05 3.40102e-05 3.6189e-05
threshold=0.08955500000000001 -0.088204999999999992 0.081835000000000019 -0.0088349999999999974
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010333131943363095 -0.0079868905173113413 -0.010454326087889558 0.019582457340523201 0.0089081580821363301
leaf_weight=0.0010796123032393422 0.0010281614764359103 0.0018779821216301984 0.0010784172609381738 0.0019861818413128354
leaf_count=600 409 704 280 1128
internal_value=0 0.00133215 0.00388021 -0.000502001
internal_weight=0 0.00602219 0.00494258 0.00386416
internal_count=3121 2712 2112 1832
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=6
num_cat=0
split_feature=16 13 151 1 2
split_gain=7.66087e-06 3.03328e-05 3.39919e-05 4.93785e-05 1.94092e-05
threshold=0.0039400000000000008 0.030370000000000005 -0.0083949999999999979 0.10752500000000002 0.097220000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013220615661752203 -0.0043645978200956793 -0.017534840199204201 -0.0036696939701414445 0.025191677607601028 0.013119109418432182
leaf_weight=0.0010328320582918401 0.0012713306655274201 0.0010338826037649025 0.0014140548394299154 0.0010206788314430907 0.0012684809764267871
leaf_count=377 418 288 1381 247 410
internal_value=0 -0.00250146 0.00198087 0.00842945 0.00436745
internal_weight=0 0.00450145 0.00346757 0.00243473 0.00253981
internal_count=3121 2293 2005 1628 828
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.48529e-05 3.46136e-05 5.58901e-05 5.0836e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00014956732109598961 -0.00028623395814297544 -0.00011108896345630347 0.00043839992214703762 -0.00031060202450322903
leaf_weight=0.0018089276248133596 0.0010344700251069981 0.0012530924412780641 0.0016471009022997146 0.0018845671685377183
leaf_count=882 501 751 654 333
internal_value=0 4.06586e-05 0.000200981 -8.52293e-05
internal_weight=0 0.00659369 0.00290019 0.00369349
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=5
num_cat=0
split_feature=1 42 3 1
split_gain=7.17893e-06 1.73225e-05 2.02113e-05 2.50888e-05
threshold=0.12500000000000003 0.088915000000000008 -0.12018999999999998 0.094385000000000011
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.012714585548532709 0.0066169011118210139 -0.013464229292809805 -0.010215475859172821 0.0065937869926216228
leaf_weight=0.0011198914719440936 0.0013222409891376517 0.0010069608791338841 0.00197890163575424 0.0016106337766986639
leaf_count=251 279 810 1443 338
internal_value=0 -0.00155942 0.000986046 -0.00267312
internal_weight=0 0.00571639 0.00470943 0.00358954
internal_count=3121 2842 2032 1781
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=6
num_cat=0
split_feature=51 160 43 2 3
split_gain=7.71514e-06 1.74323e-05 2.1043e-05 2.48646e-05 4.66361e-05
threshold=0.08955500000000001 -0.063384999999999983 -0.14968999999999996 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013081033209161822 -0.0080411823246454833 0.011731287482986972 -0.0097105884394442041 -0.01542879934136053 0.017606110225266949
leaf_weight=0.0010456623018332868 0.0010247071971368872 0.0010130151458385972 0.0015508611350692574 0.0013509055017469499 0.0010468459203220239
leaf_count=651 409 188 1307 412 154
internal_value=0 0.00134679 -0.0011262 -0.00442478 0.00129773
internal_weight=0 0.00600729 0.00496163 0.00394861 0.00259771
internal_count=3121 2712 2061 1873 1461
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=6
num_cat=0
split_feature=52 0 2 13 0
split_gain=3.00116e-05 3.10351e-05 5.10259e-05 3.96795e-05 2.62537e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 0.0076650000000000008 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00016535538214873446 -0.00030641995442645328 -1.1602929909471383e-05 0.00051703022452792352 -0.00021518116368508274 0.00041790107469103551
leaf_weight=0.0019127994171579876 0.0010808379237636605 0.001142540641353901 0.0010287535030974993 0.0015579411811866783 0.0010500099576734073
leaf_count=232 501 1462 441 294 191
internal_value=0 4.57123e-05 0.000130188 2.40779e-05 0.000194086
internal_weight=0 0.00669204 0.00477925 0.00375049 0.00219255
internal_count=3121 2620 2388 1947 1653
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=6
num_cat=0
split_feature=16 1 16 4 0
split_gain=2.01984e-05 5.30307e-05 4.89372e-05 3.60057e-05 2.48753e-05
threshold=-0.5315899999999999 0.111945 -0.071854999999999988 -0.0016099999999999997 -0.043914999999999989
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.00026205088674817055 0.00025855819263352262 0.00059406557640249763 3.6728404699279406e-06 -0.00032318131469379752 -0.00011066601953569331
leaf_weight=0.0010223184382341143 0.0012035111486984784 0.0010350645569220096 0.001128051960054443 0.001602953125029013 0.0016819512787144427
leaf_count=130 1665 240 215 603 268
internal_value=0 3.39828e-05 0.000286179 -8.75591e-05 4.33355e-05
internal_weight=0 0.00665153 0.00216312 0.00448842 0.00288546
internal_count=3121 2991 455 2536 1933
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=7
num_cat=0
split_feature=2 2 43 42 4 2
split_gain=2.70579e-05 2.96977e-05 2.3373e-05 6.27613e-05 0.000108504 3.92498e-05
threshold=-1.0000000180025095e-35 0.073895000000000002 0.05259500000000001 0.083865000000000009 -0.059649999999999988 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.0002994559189778069 -0.0003269647395982159 -0.00071497230602557849 0.00027878408285255231 0.00035232641043853627 0.00030697360431929279 -0.00021061611938770556
leaf_weight=0.0010032057159672968 0.0011878459134647933 0.0010208155231224503 0.0010452825946266776 0.0011243250028791984 0.0011594496115706844 0.0010954916582616621
leaf_count=199 541 537 333 885 398 228
internal_value=0 -4.60575e-05 1.52194e-05 -4.7393e-05 -0.000184587 5.55191e-05
internal_weight=0 0.00663321 0.00544536 0.00440008 0.00327576 0.00225494
internal_count=3121 2922 2381 2048 1163 626
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=6
num_cat=0
split_feature=40 2 3 49 15
split_gain=8.9947e-06 2.48422e-05 3.24946e-05 3.04907e-05 5.80887e-05
threshold=-0.013874999999999998 0.11215000000000001 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0087448929988278006 -0.01683276030704663 -0.012094661772988232 0.017258961340524345 0.020122589691420681 -0.011652032484946548
leaf_weight=0.0010030531539159922 0.0010306863409837476 0.0016159837473150116 0.0011037101405860974 0.001124230286655116 0.0011784373326260437
leaf_count=329 369 420 173 673 1157
internal_value=0 -0.00147925 0.0023869 -0.0025374 0.00386128
internal_weight=0 0.00605305 0.00443706 0.00333335 0.00230267
internal_count=3121 2792 2372 2199 1830
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.87368e-05 3.69271e-05 4.51034e-05 4.23332e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00013994249373083643 -0.00030806317280400458 -6.9701694659401672e-05 0.00042886445001410112 -0.00028335216671973563
leaf_weight=0.0017062912327913597 0.0010257890408800433 0.0012314576724414747 0.0016093108491109806 0.0019424070629076816
leaf_count=870 501 751 654 345
internal_value=0 4.51099e-05 0.000212739 -8.5401e-05
internal_weight=0 0.00648947 0.00284077 0.0036487
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=5
num_cat=0
split_feature=49 15 15 4
split_gain=8.38279e-06 2.33863e-05 3.42773e-05 2.96721e-05
threshold=-0.043469999999999995 -0.037864999999999989 -0.15026499999999995 -0.10429499999999998
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=0.0063232656142527335 0.0029556326683393913 -0.0044118922542036743 -0.019635674865598165 0.016552854126170243
leaf_weight=0.0016060019915921228 0.0013202575430570807 0.0015752528767239184 0.001367039304457902 0.0011814172493925597
leaf_count=425 351 307 762 1276
internal_value=0 -0.00189835 -0.00853666 0.0045729
internal_weight=0 0.00544397 0.0026873 0.00275667
internal_count=3121 2696 1113 1583
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=5
num_cat=0
split_feature=160 2 16 15
split_gain=8.53512e-06 2.25745e-05 4.16347e-05 1.4531e-05
threshold=-1.0000000180025095e-35 0.11093500000000002 -0.056919999999999991 -0.095869999999999983
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0067275132449326168 -0.0019232770040264182 0.011342274467582172 -0.014748764435292492 0.014228787721639569
leaf_weight=0.0014955700174831216 0.0010849661079550001 0.0017095076403281298 0.0016062866745841279 0.0011445446738198688
leaf_count=970 205 417 653 876
internal_value=0 0.00178489 -0.00247457 0.00636857
internal_weight=0 0.00554531 0.0038358 0.00222951
internal_count=3121 2151 1734 1081
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=6
num_cat=0
split_feature=52 0 2 13 0
split_gain=3.16463e-05 3.52905e-05 5.15668e-05 3.6187e-05 2.53066e-05
threshold=0.11434500000000002 -0.14920999999999998 0.10774000000000002 0.0076650000000000008 -0.060129999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00018063052529285474 -0.0003237174943105266 -1.194555927370078e-05 0.00053117323080867438 -0.00020289281151586837 0.00041841233185979497
leaf_weight=0.0018556709194290245 0.001021088460426596 0.0010886510033425879 0.0010098220777132821 0.0014997436203013693 0.0010152377022200247
leaf_count=232 501 1462 441 294 191
internal_value=0 4.77183e-05 0.000139567 2.983e-05 0.000195725
internal_weight=0 0.00646913 0.00461345 0.00360363 0.00210389
internal_count=3121 2620 2388 1947 1653
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=5
num_cat=0
split_feature=1 0 3 43
split_gain=8.2589e-06 1.27486e-05 3.91538e-05 1.24233e-05
threshold=0.11588000000000001 -0.074479999999999977 0.090900000000000009 -0.072864999999999985
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016747533808677311 0.0056270041272640479 0.011817156946193902 0.0067674502631947355 -0.0030838987546905946
leaf_weight=0.0016270961704624213 0.0018920373366980653 0.001003481156349245 0.0012536492821033293 0.0012645857076870909
leaf_count=1857 415 257 143 449
internal_value=0 -0.00209901 -0.00651423 0.00350891
internal_weight=0 0.00514881 0.00288075 0.00226807
internal_count=3121 2706 2000 706
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=6
num_cat=0
split_feature=13 3 1 16 1
split_gain=7.84242e-06 2.2148e-05 2.21091e-05 2.32706e-05 1.22844e-05
threshold=-0.084034999999999985 0.10893000000000001 0.094465000000000007 -0.088704999999999992 0.090475000000000014
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.0025991374832217036 -0.0064485976644491809 -0.015454456511234846 -0.0022253533697103481 0.019227831430537926 0.012806106837944798
leaf_weight=0.00102920641087635 0.001938250417175609 0.0010026377278517171 0.0010115987429160707 0.0010108811276864315 0.0010413790168683462
leaf_count=632 1516 108 157 418 290
internal_value=0 -0.00217762 0.00118334 0.00849743 0.00514877
internal_weight=0 0.00496337 0.00396073 0.00202248 0.00207059
internal_count=3121 2199 2091 575 922
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=5
num_cat=0
split_feature=51 2 52 0
split_gain=7.71746e-06 2.0275e-05 3.36598e-05 3.1202e-05
threshold=-0.076794999999999988 0.11093500000000002 0.089325000000000015 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0075444917423522304 0.01527631459444995 0.0096754350293372024 -0.017485266743629716 -0.0060725988189400905
leaf_weight=0.0011412161145527133 0.001201155655380005 0.0019826827235228496 0.0011087082886765787 0.0015918640010940371
leaf_count=537 241 451 611 1281
internal_value=0 0.00144105 -0.00274329 0.00310864
internal_weight=0 0.00588441 0.00390173 0.00279302
internal_count=3121 2584 2133 1522
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=6
num_cat=0
split_feature=52 12 2 1 0
split_gain=3.49733e-05 3.7143e-05 2.93948e-05 2.7461e-05 3.63224e-05
threshold=0.11434500000000002 0.095110000000000014 0.11215000000000001 0.094385000000000011 -0.084044999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00033203780617557788 -0.00033405788532335094 0.00029529727258594327 -0.00030607536037444681 0.00029164875692034442 0.00015620689332094853
leaf_weight=0.0011012351240102082 0.0010446992874401928 0.0017643810363680255 0.0011805988524247746 0.0012053139003905602 0.0012516307739529747
leaf_count=834 501 558 281 311 636
internal_value=0 5.24445e-05 -3.79765e-05 5.09783e-05 -7.23111e-05
internal_weight=0 0.00650316 0.00473878 0.00355818 0.00235287
internal_count=3121 2620 2062 1781 1470
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=6
num_cat=0
split_feature=16 13 151 1 3
split_gain=8.10609e-06 2.26641e-05 2.91234e-05 3.95659e-05 1.98487e-05
threshold=0.0039400000000000008 0.030370000000000005 -0.0083949999999999979 0.10752500000000002 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012775227238768411 0.013021397596070024 -0.015570319242692336 -0.0035086746005457839 0.022375204423866375 -0.0046907050280092961
leaf_weight=0.0010304208524296228 0.0013157581855036671 0.0010325466999802028 0.0014157873824107859 0.0010131777460643365 0.0012187167008654396
leaf_count=377 636 288 1381 247 192
internal_value=0 -0.0025687 0.00131198 0.00728809 0.00450443
internal_weight=0 0.00449193 0.00345939 0.00242897 0.00253447
internal_count=3121 2293 2005 1628 828
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=4.13015e-05 3.59902e-05 5.10988e-05 4.15567e-05 5.74532e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.24564500000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0003630718854374397 -0.00021776203242581123 0.00029088287904457152 0.00043019044662880116 -0.00048056059879927356 0.00013724361586229018
leaf_weight=0.001042391331181002 0.0014336062278739025 0.0012650659499470682 0.0015569996064163779 0.00108391306876042 0.0012416927454798252
leaf_count=862 828 250 340 656 185
internal_value=0 5.70005e-05 0.000133521 4.87778e-06 -0.000150701
internal_weight=0 0.00658128 0.00514767 0.00359067 0.00232561
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=6
num_cat=0
split_feature=52 0 52 52 16
split_gain=2.20786e-05 2.71694e-05 4.24086e-05 5.0524e-05 3.64341e-05
threshold=0.11434500000000002 -0.14920999999999998 0.083680000000000018 -0.057699999999999994 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00015876960215515423 -0.00026595368184894897 0.00029876815009409458 0.00046968210747933958 9.1050104822223645e-05 -0.00042160568574140011
leaf_weight=0.0018637108308328576 0.0010427079838472592 0.0014838920744937294 0.0010429879689393723 0.0010373683287725854 0.0010961994898433603
leaf_count=232 501 851 506 200 831
internal_value=0 4.13234e-05 0.00012134 2.09065e-05 -0.000172346
internal_weight=0 0.00652416 0.00466045 0.00361746 0.00213357
internal_count=3121 2620 2388 1882 1031
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=5
num_cat=0
split_feature=51 47 1 0
split_gain=8.34292e-06 1.95128e-05 2.68952e-05 2.36311e-05
threshold=0.08955500000000001 0.077555000000000013 1.0000000180025095e-35 -0.15202999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00457844783933867 -0.0083600789140877048 -0.0078757882698852789 -0.00032567135495241103 0.019177717563200559
leaf_weight=0.001775445414182307 0.0010238156738938105 0.001645264532977057 0.0010333952183387484 0.0015576686105834309
leaf_count=1353 409 363 156 840
internal_value=0 0.00140548 0.00490259 0.0113992
internal_weight=0 0.00601177 0.00436651 0.00259106
internal_count=3121 2712 2349 996
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=6
num_cat=0
split_feature=42 43 16 2 48
split_gain=2.53659e-05 4.01631e-05 2.22164e-05 3.74462e-05 2.5632e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.092124999999999985 0.097845000000000015 0.081805000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0003639579163423234 0.00021240142808984263 0.00018757687177573234 -0.00053557298664456217 -4.7704198318157526e-05 -0.00022121143456311433
leaf_weight=0.0010441849311977171 0.001827634149953637 0.0013281711338633583 0.0010682643411193227 0.0013944041768185972 0.0010606648413561096
leaf_count=862 1041 272 535 307 104
internal_value=0 -3.53275e-05 -0.000128651 -0.000259334 6.07116e-06
internal_weight=0 0.00667914 0.0048515 0.00246267 0.00238884
internal_count=3121 2259 1218 842 376
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.27503e-05 3.96608e-05 5.55321e-05 5.37783e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00015852551207415317 -0.00027484430419880281 -0.00010180647470954471 0.00045695492760451878 -0.00032334734176886834
leaf_weight=0.0016812033644139888 0.0010244272091190889 0.0012046809412887746 0.0015816582311204569 0.0018930981526847355
leaf_count=870 501 751 654 345
internal_value=0 4.00097e-05 0.000215373 -9.66943e-05
internal_weight=0 0.00636064 0.00278634 0.0035743
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=6
num_cat=0
split_feature=0 15 15 16 0
split_gain=8.11561e-06 2.23105e-05 3.56457e-05 2.67722e-05 5.34705e-06
threshold=0.056435000000000006 1.0000000180025095e-35 -0.037864999999999989 -0.090344999999999995 -0.15350499999999997
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0015442161806967212 0.0067894559032601436 -0.014557387081031057 0.016854688875561328 -0.014325517244048503 0.0086812482040940758
leaf_weight=0.0010172335532086072 0.0013802388592280418 0.0010984727539243367 0.0011156621522765897 0.0014067233444137999 0.0010283662899191483
leaf_count=118 204 1187 413 785 414
internal_value=0 -0.00176162 0.00131541 -0.00370631 0.00359634
internal_weight=0 0.00566646 0.00456799 0.00345232 0.0020456
internal_count=3121 2917 1730 1317 532
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=6
num_cat=0
split_feature=42 43 0 2 52
split_gain=3.12949e-05 3.66115e-05 2.72657e-05 3.67484e-05 3.18808e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.10151999999999999 0.097845000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.00031955368526958216 0.0002886493277703556 -0.00016917649107393387 -0.000476336752951262 4.4246466901857491e-05 0.00026815680845771421
leaf_weight=0.0010307032466281745 0.0017716712177854874 0.0010809386990957058 0.0010168040073306555 0.0010698880717049787 0.001574112742932017
leaf_count=862 1041 145 553 280 240
internal_value=0 4.81512e-05 -4.17068e-05 -0.000209423 9.01073e-05
internal_weight=0 0.00651341 0.00474174 0.00208669 0.00265505
internal_count=3121 2259 1218 833 385
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=7
num_cat=0
split_feature=42 160 16 52 1 16
split_gain=3.07361e-05 3.23284e-05 3.49565e-05 5.21205e-05 3.55093e-05 8.81882e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.077655000000000016 0.094385000000000011 -0.52595999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00031475807836058424 -0.0002106841000091312 -0.00023111452694300473 -0.00020014964919919546 0.00058009790359450652 -0.00018736014736855336 0.00060307378678825096
leaf_weight=0.001053061081405419 0.0014802506328087496 0.0010074578125991631 0.0010650023217510908 0.0010330260817492422 0.0010679563585210745 0.0011033151480879899
leaf_count=862 828 406 311 325 104 285
internal_value=0 4.53871e-05 0.000117221 0.000197473 7.31267e-05 0.000214293
internal_weight=0 0.00675701 0.00527676 0.00421176 0.00317873 0.00217127
internal_count=3121 2259 1431 1120 795 389
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=6
num_cat=0
split_feature=51 12 4 2 4
split_gain=7.62916e-06 2.05434e-05 2.92874e-05 4.26183e-05 2.15013e-05
threshold=-0.076794999999999988 0.098810000000000023 -0.0016099999999999997 0.10005000000000001 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0075556325344540752 0.0029591257073872507 -0.009826168142344294 -0.018029226093672142 0.0085248660714139016 0.022860978953320853
leaf_weight=0.001144029886901746 0.0010832476658283303 0.0012841737910260324 0.0010680428020879201 0.0013923536125076241 0.0010881564292181001
leaf_count=537 129 387 409 321 1338
internal_value=0 0.00136527 0.00446812 -0.0030021 0.0129325
internal_weight=0 0.00591597 0.0046318 0.0024604 0.0021714
internal_count=3121 2584 2197 730 1467
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=6
num_cat=0
split_feature=42 43 4 48 15
split_gain=2.50301e-05 2.78971e-05 2.54915e-05 2.31746e-05 4.50556e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.033174999999999989 0.086035000000000014 -0.10203999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0002855070740082842 0.00025591671171807604 -0.00025088340351904069 -0.00012217674665701081 -0.00017720426904110337 0.00044354989586018194
leaf_weight=0.0010283344427064415 0.0017403640781629747 0.0014493828471995739 0.0010208874054144139 0.0010483126160146373 0.0011520132474209432
leaf_count=862 1041 668 174 174 202
internal_value=0 4.40251e-05 -3.49302e-05 6.22378e-05 0.000177756
internal_weight=0 0.00641096 0.0046706 0.00322121 0.0021729
internal_count=3121 2259 1218 550 376
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=6
num_cat=0
split_feature=160 52 16 48 1
split_gain=7.62133e-06 2.13581e-05 3.86697e-05 2.22971e-05 4.79569e-06
threshold=-1.0000000180025095e-35 0.091275000000000009 -0.056919999999999991 0.085845000000000019 0.10708500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0064119860384438373 0.015246598120652056 0.012916138175544101 -0.016992448359621742 -0.0075321033348020655 0.0054739618183731716
leaf_weight=0.0014944265837198737 0.0010071428518561181 0.0012886380889737216 0.0012002483225925665 0.0010636644478617908 0.0010014475941819028
leaf_count=970 740 333 742 172 164
internal_value=0 0.00163183 -0.00177165 0.0041747 0.0103741
internal_weight=0 0.00556114 0.0042725 0.00307225 0.00200859
internal_count=3121 2151 1818 1076 904
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=6
num_cat=0
split_feature=52 1 15 2 3
split_gain=8.67463e-06 1.67885e-05 1.52599e-05 4.35995e-05 1.02955e-05
threshold=-0.046924999999999988 0.10089500000000001 -0.11713499999999999 0.10097500000000002 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.003163292200572672 -0.011121946124144133 0.014659428915206097 0.017056787199152729 -0.012766792514690177 0.0031849007361561309
leaf_weight=0.0011151072781569798 0.0014177506990392112 0.0010047323052621345 0.0010646763690572946 0.0013688105552800193 0.0010754906145664016
leaf_count=600 367 353 1127 316 358
internal_value=0 0.00528408 -0.00236631 0.00117127 0.0100858
internal_weight=0 0.00211984 0.00492673 0.00350898 0.00214017
internal_count=3121 953 2168 1801 1485
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=6
num_cat=0
split_feature=1 150 0 2 15
split_gain=7.28354e-06 1.58038e-05 2.31221e-05 2.19142e-05 2.0122e-05
threshold=0.12500000000000003 0.081835000000000019 0.041630000000000007 0.10803500000000001 -0.008624999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.013256565350325858 0.0066253645823466118 0.0082293989206824632 0.0065893874800946554 -0.021235595519147967 0.0063366056450097881
leaf_weight=0.0010330008124248297 0.0013238205321589071 0.001270325652358871 0.0013348846094534601 0.0010114578661684407 0.0010640909645118187
leaf_count=783 279 368 203 335 1153
internal_value=0 -0.00160667 -0.00441869 -0.00914582 -0.00331474
internal_weight=0 0.00571376 0.00444343 0.00310855 0.00209709
internal_count=3121 2842 2474 2271 1936
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=4 16 48 2 15
split_gain=9.34942e-06 2.47331e-05 2.19035e-05 2.81938e-05 1.36791e-05
threshold=0.24564500000000003 -0.094359999999999986 0.084855000000000014 0.097220000000000015 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015643445969066087 0.012994598003195135 -0.011022974230018072 0.013973136996950263 0.0099159011387930096 -0.002936676235988536
leaf_weight=0.0011041444254193868 0.0011336635211511756 0.001730598820636201 0.0010101116130130225 0.0010232816991228614 0.0010273965102079101
leaf_count=393 260 1474 409 419 166
internal_value=0 -0.00248304 0.00137748 -0.00324255 0.00542066
internal_weight=0 0.00486814 0.00376399 0.00275388 0.00216106
internal_count=3121 2695 2302 1893 426
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.69174e-05 2.64903e-05 5.96883e-05 5.79814e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00019599703891312684 -0.00029961722128087265 -0.00014088132751476095 0.00043564447397681429 -0.000302984791017945
leaf_weight=0.001684407478699117 0.0010276514735656243 0.0012218254303187268 0.0015874188347063205 0.0019111766065672883
leaf_count=870 501 751 654 345
internal_value=0 4.22337e-05 0.000184896 -6.9229e-05
internal_weight=0 0.00640483 0.00280924 0.00359558
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=2.49953e-05 3.0596e-05 5.56169e-05 5.27988e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11039500000000001 -0.084074999999999997
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.00018172462243234137 -0.00028999548257831908 -0.00011451212297890473 -0.00030940623476506527 0.00043039930700676543
leaf_weight=0.0016659520635845626 0.0010192536792180155 0.0012046241579894083 0.0018946888419386948 0.0015807531817608894
leaf_count=870 501 751 345 654
internal_value=0 4.08015e-05 -7.9616e-05 0.000194735
internal_weight=0 0.00634602 0.00356064 0.00278538
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=6
num_cat=0
split_feature=52 52 4 16 15
split_gain=3.05378e-05 2.9008e-05 2.6926e-05 2.47601e-05 2.30713e-05
threshold=0.11434500000000002 0.070205000000000017 -0.064804999999999988 -0.070454999999999976 -0.10469999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00028749550458013052 -0.00031306672035252619 0.00032767583435422545 0.00011695053734609484 0.00025137777967188663 -0.00025219423071511153
leaf_weight=0.0010866237459726952 0.0010352542524216307 0.0011796514407140715 0.0013670399596795893 0.0015932921989742655 0.0012426337328285907
leaf_count=635 501 562 215 900 308
internal_value=0 4.96431e-05 -1.23621e-05 5.87702e-05 -5.88231e-05
internal_weight=0 0.00646924 0.00528959 0.00420297 0.00260967
internal_count=3121 2620 2058 1423 523
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=6
num_cat=0
split_feature=52 52 15 2 49
split_gain=3.26382e-05 2.91804e-05 3.63438e-05 4.00139e-05 3.40823e-05
threshold=0.11434500000000002 0.070205000000000017 -0.15026499999999995 0.084245000000000014 -0.043469999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00028849000495211882 -0.00031933848110422917 0.00032970224448543821 0.00014308543678061709 5.8638100532820614e-07 -0.00045621277046130083
leaf_weight=0.0012193439678355403 0.0010550989512651959 0.0011923995187413496 0.0016325972326321596 0.0011426619862504391 0.0013941410635829499
leaf_count=235 501 562 597 270 956
internal_value=0 5.21416e-05 -9.27591e-06 -9.63578e-05 -0.000250455
internal_weight=0 0.00658114 0.00538874 0.0041694 0.0025368
internal_count=3121 2620 2058 1823 1226
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=6
num_cat=0
split_feature=42 160 16 52 1
split_gain=3.41596e-05 3.24362e-05 3.8954e-05 5.25376e-05 4.33714e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 0.024145000000000003 0.11212500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00033037357923183433 -0.00020872369208955712 0.00027142112026439061 -0.00021232989319918788 0.00059251217232783148 -0.00020542952966706075
leaf_weight=0.0010499697302557131 0.0014490207208464395 0.0018356844944977372 0.0010560643218814527 0.0010324489986409612 0.0012211627148168312
leaf_count=862 828 572 311 351 197
internal_value=0 5.04127e-05 0.00012339 0.00021009 8.09267e-05
internal_weight=0 0.00659438 0.00514536 0.0040893 0.00305685
internal_count=3121 2259 1431 1120 769
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=5
num_cat=0
split_feature=4 16 0 3
split_gain=7.79581e-06 2.10166e-05 2.09768e-05 1.12085e-05
threshold=0.24564500000000003 -0.084119999999999986 -0.053834999999999994 -0.10519499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.012988802803960461 0.012605227206824894 0.0097043513500543934 -0.0056585999732662109 -0.0017918211005903502
leaf_weight=0.0013309373105077106 0.0010144569668395441 0.0017144600151225275 0.0018454424666560923 0.0011580517098721218
leaf_count=733 93 1570 392 333
internal_value=0 -0.00226795 0.00174024 0.00493091
internal_weight=0 0.00489084 0.0035599 0.00217251
internal_count=3121 2695 1962 426
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=6
num_cat=0
split_feature=40 12 160 52 1
split_gain=7.76808e-06 2.83739e-05 2.30997e-05 2.77932e-05 4.09889e-05
threshold=-0.011659999999999998 0.098810000000000023 1.0000000180025095e-35 0.077655000000000016 0.10887500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0080835328905955808 0.010629453204847593 -0.015074958386436769 -0.01150042888656738 0.018056174310055316 -0.014629963045791098
leaf_weight=0.0010070741492909053 0.0014930543630671874 0.0012133540073207367 0.0010009872976826542 0.0012154877412364198 0.0011275958659301857
leaf_count=335 982 436 396 772 200
internal_value=0 -0.00140193 0.00202785 0.00555786 -0.000239
internal_weight=0 0.00605048 0.00483713 0.00383614 0.00262065
internal_count=3121 2786 2350 1954 1182
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=3.26125e-05 2.27148e-05 5.49805e-05 5.35717e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00020425998080600158 -0.00032311858102585905 -0.00012740021462142627 0.00042495524788039582 -0.00027469484335361049
leaf_weight=0.0016918032665199291 0.0010269765390240266 0.0012249692850913646 0.0015949144718811891 0.0019132149887698382
leaf_count=870 501 751 654 345
internal_value=0 5.31873e-05 0.00018501 -4.99256e-05
internal_weight=0 0.0064249 0.00281988 0.00360502
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=6
num_cat=0
split_feature=4 13 13 52 15
split_gain=8.30258e-06 1.56844e-05 3.3911e-05 2.57519e-05 1.08494e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0039049999999999992 -0.066844999999999988 -0.17952999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.013200798713207224 0.011842724835905309 0.016178911388356358 -0.017359235828484611 0.0023857667430511389 -0.0023183000344106711
leaf_weight=0.0010433271626099283 0.0011373667469254125 0.0010269665573364659 0.0010597089130197394 0.0017535412603741204 0.0010318680686648538
leaf_count=166 260 1690 354 485 166
internal_value=0 -0.00232818 0.000625747 -0.00505188 0.00510657
internal_weight=0 0.00488354 0.00384022 0.00281325 0.00216923
internal_count=3121 2695 2529 839 426
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=5
num_cat=0
split_feature=52 0 16 1
split_gain=9.32377e-06 1.59232e-05 2.88166e-05 1.48985e-05
threshold=-0.046924999999999988 -0.14001499999999997 -0.052894999999999991 0.10089500000000001
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0024648972416170811 0.0064200515514827835 0.0018614340738216631 -0.016502794104727655 0.014306856667473753
leaf_weight=0.0011153084642919861 0.0014390275333892475 0.0019744642159437329 0.0015063652152828818 0.0010086355636286771
leaf_count=600 258 1327 583 353
internal_value=0 -0.00242797 -0.00608588 0.00549981
internal_weight=0 0.00491986 0.00348083 0.00212394
internal_count=3121 2168 1910 953
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=7
num_cat=0
split_feature=52 13 2 3 1 2
split_gain=3.88784e-05 4.84094e-05 3.87537e-05 6.29942e-05 6.29888e-05 4.08462e-05
threshold=0.11434500000000002 -0.17933499999999997 0.11215000000000001 -0.075944999999999985 0.094385000000000011 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00043564763688378681 -0.0003508332412110791 -0.00042707391733931891 -0.00032879427363707387 -4.9206634260529659e-05 0.00060282980123615364 9.3017023293539495e-05
leaf_weight=0.0010515620920638971 0.0010857864081565321 0.0011559033606650655 0.0012414272332924754 0.0010860697928623802 0.0011978495266334087 0.0011664131885002376
leaf_count=148 501 524 344 297 258 1049
internal_value=0 4.83292e-05 -2.13207e-05 6.15465e-05 0.000292768 -0.000165852
internal_weight=0 0.00689923 0.00584766 0.00460624 0.00228392 0.00232232
internal_count=3121 2620 2472 2128 555 1573
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=5
num_cat=0
split_feature=160 13 4 1
split_gain=8.49209e-06 2.0826e-05 2.88517e-05 4.33236e-05
threshold=-1.0000000180025095e-35 -0.084034999999999985 0.0061450000000000003 0.11212500000000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0067245595108881969 0.010942521752054117 -0.013118924755383999 0.019510031239894247 -0.0078090322444744151
leaf_weight=0.0014968273779408974 0.0017103295245240414 0.0015057302972060677 0.0010654370978357853 0.0012753362802761779
leaf_count=970 555 1174 276 146
internal_value=0 0.00176167 -0.00232055 0.00462564
internal_weight=0 0.00555683 0.0038465 0.00234077
internal_count=3121 2151 1596 422
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=6
num_cat=0
split_feature=52 15 2 15 52
split_gain=8.69181e-06 1.54232e-05 3.53886e-05 1.3707e-05 9.04293e-06
threshold=-0.046924999999999988 -0.11713499999999999 0.10097500000000002 -0.053579999999999996 0.016565000000000003
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=0.013219697586138494 -0.011153117503384309 0.015817805171733298 -0.011373291165978267 -0.0028519440355031069 0.0028197380986894837
leaf_weight=0.0010786365163905083 0.001415315343835823 0.0010567852399046074 0.001364160348349673 0.0010445722039548069 0.0010845497400492879
leaf_count=516 367 682 316 437 803
internal_value=0 -0.0023423 0.001215 0.0053128 0.00923451
internal_weight=0 0.00492081 0.0035055 0.00212321 0.00214133
internal_count=3121 2168 1801 953 1485
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=2.26577e-05 2.98859e-05 5.19719e-05 4.59988e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.084074999999999997 0.11039500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.00015972678184677746 -0.00027340180972644512 -0.00011159771449996532 0.00042818307926333261 -0.00028622965905126656
leaf_weight=0.0016774694440330764 0.0010141457300386287 0.0012108363397297234 0.0015815521372081164 0.0018924568652098545
leaf_count=870 501 751 654 345
internal_value=0 4.21744e-05 0.000194123 -7.66796e-05
internal_weight=0 0.00636231 0.00279239 0.00356993
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=5
num_cat=0
split_feature=13 43 0 52
split_gain=8.63734e-06 1.59158e-05 3.12293e-05 1.5737e-05
threshold=0.11217000000000001 -0.074359999999999996 -0.10151999999999999 -0.0064899999999999992
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0078330198932070865 0.0066693621812781261 -0.0075110734460333874 -0.015374101408980248 0.0085515817107451632
leaf_weight=0.0012964365986667921 0.0015108334325956256 0.0010126877470060533 0.0016887866487283226 0.001533658384265502
leaf_count=1050 217 158 1417 279
internal_value=0 -0.00186199 -0.00482978 0.00216343
internal_weight=0 0.00553157 0.00423513 0.00254635
internal_count=3121 2904 1854 437
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=5
num_cat=0
split_feature=40 12 16 4
split_gain=9.56092e-06 2.31178e-05 2.08032e-05 3.55577e-05
threshold=-0.013874999999999998 0.098810000000000023 -0.36241499999999999 -0.033174999999999989
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0090213903181462999 -0.0098952617313096264 -0.013937091092823612 -0.004565385484826317 0.01520794310136612
leaf_weight=0.0010011747908148854 0.0011940910243572432 0.0012025815609192133 0.0018197143641343208 0.001818046778083721
leaf_count=329 259 436 1207 890
internal_value=0 -0.00153043 0.00155742 0.00531675
internal_weight=0 0.00603443 0.00483185 0.00363776
internal_count=3121 2792 2356 2097
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=5
num_cat=0
split_feature=52 0 13 3
split_gain=2.90828e-05 3.24529e-05 3.80403e-05 2.23666e-05
threshold=0.11434500000000002 -0.084044999999999995 -0.0039049999999999992 0.090900000000000009
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.00022740431290407497 -0.00031048419484645053 0.00044439999925940357 3.2654658393754903e-06 9.6178523304206893e-05
leaf_weight=0.001896170861513203 0.0010173231708660094 0.0013131143741571926 0.0017573975020050874 0.0014487755128914685
leaf_count=1079 501 820 525 196
internal_value=0 4.63615e-05 0.000191918 -8.72529e-05
internal_weight=0 0.00641546 0.00307051 0.00334495
internal_count=3121 2620 1345 1275
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=6
num_cat=0
split_feature=42 160 16 4 4
split_gain=2.81851e-05 2.97553e-05 2.76473e-05 3.49741e-05 2.74939e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.16703000000000004 -0.0029599999999999995 0.181285
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0002995064175410884 -0.00020192717818506823 0.0004846839432274855 -0.00016744401864019276 -0.0001740445608436269 0.0002228059078909568
leaf_weight=0.0010418812116245318 0.0014288608672528621 0.0011291939678608476 0.0010341501291320282 0.0010575105701896522 0.0018372732385678043
leaf_count=862 828 654 311 199 267
internal_value=0 4.79291e-05 0.000118511 0.000192 7.78301e-05
internal_weight=0 0.00648699 0.00505813 0.00402398 0.00289478
internal_count=3121 2259 1431 1120 466
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=5
num_cat=0
split_feature=0 1 0 43
split_gain=9.23979e-06 2.16475e-05 2.0398e-05 1.27645e-05
threshold=-0.060129999999999996 0.094385000000000011 -0.15202999999999997 -0.074359999999999996
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.013178455282660621 0.01209507774321894 -0.0076047376138414337 0.0099770984357020909 -0.0012415572010209567
leaf_weight=0.00140272566393718 0.0012148087879441712 0.0011878907471241072 0.0014845228345486872 0.0017535688837547539
leaf_count=1930 206 145 473 367
internal_value=0 -0.00311845 0.00216195 0.00421646
internal_weight=0 0.00407514 0.00267241 0.00296838
internal_count=3121 2548 618 573
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=6
num_cat=0
split_feature=3 16 12 3 1
split_gain=8.81175e-06 1.33251e-05 4.21462e-05 3.99145e-05 2.21692e-05
threshold=0.13524500000000003 -0.15241499999999997 0.051320000000000005 0.076840000000000006 0.11212500000000002
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.013410565407212914 0.0080305805892762483 0.017368094295480502 -0.018065386014147665 -0.009964816646237655 -0.0065681439498230026
leaf_weight=0.0012425681758641578 0.0011383697835110852 0.0010713970532026528 0.0015150695429788823 0.0010656906032540112 0.0010043376244090537
leaf_count=271 192 289 2050 169 150
internal_value=0 -0.00157901 -0.00530689 0.00373813 0.00448034
internal_weight=0 0.00589906 0.00365216 0.00213709 0.00224691
internal_count=3121 2929 2508 458 421
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=7
num_cat=0
split_feature=52 13 12 2 15 4
split_gain=3.68617e-05 3.92483e-05 2.64851e-05 3.63668e-05 5.63924e-05 2.11766e-05
threshold=0.11434500000000002 -0.084034999999999985 0.097825000000000009 0.099515000000000006 -0.031204999999999997 -0.010655
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00048693827348376387 -0.0003322870821581406 -0.00027349327198584637 0.00023803916899991289 -0.00038238253191688506 0.00033513870922639502 8.5370109337727421e-05
leaf_weight=0.0010059164899446599 0.0010869931292272744 0.0011885265087804753 0.0010163807612469924 0.0013036211310117089 0.0011531669898382575 0.0010136780785936143
leaf_count=391 501 365 349 377 753 385
internal_value=0 5.70594e-05 -4.18574e-05 -0.000119898 2.62276e-05 0.000285383
internal_weight=0 0.00668129 0.0046617 0.00364531 0.00234169 0.00201959
internal_count=3121 2620 1844 1495 1118 776
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_3=7815
Column_0=7578
Column_2=7422
Column_1=7359
Column_4=7292
Column_15=6556
Column_16=5880
Column_52=5600
Column_13=4220
Column_12=4210
Column_43=4036
Column_42=3575
Column_48=3036
Column_47=2508
Column_160=2435
Column_151=2114
Column_49=2028
Column_14=1632
Column_133=1546
Column_150=1467
Column_484=1429
Column_51=1319
Column_457=1260
Column_50=1174
Column_11=858
Column_159=858
Column_1374=688
Column_39=661
Column_124=593
Column_376=592
Column_147=481
Column_1213=417
Column_132=381
Column_38=374
Column_1456=373
Column_157=372
Column_31=370
Column_40=348
Column_41=344
Column_474=342
Column_123=264
Column_156=258
Column_45=216
Column_403=211
Column_475=205
Column_148=184
Column_1429=158
Column_131=136
Column_158=128
Column_1348=127
Column_34=118
Column_44=115
Column_453=112
Column_146=106
Column_9=96
Column_128=96
Column_1373=91
Column_130=83
Column_456=77
Column_1375=73
Column_10=65
Column_1446=64
Column_480=60
Column_448=55
Column_8=51
Column_447=45
Column_421=41
Column_452=40
Column_46=35
Column_401=34
Column_483=29
Column_1425=27
Column_1447=26
Column_155=23
Column_1365=22
Column_139=21
Column_1455=18
Column_129=17
Column_455=17
Column_1366=17
Column_149=15
Column_402=14
Column_1212=14
Column_142=12
Column_374=12
Column_454=11
Column_33=10
Column_1426=10
Column_375=8
Column_1132=8
Column_32=7
Column_122=7
Column_394=7
Column_105=6
Column_1210=6
Column_1452=6
Column_367=5
Column_1444=5
Column_481=4
Column_1186=4
Column_482=3
Column_1209=3
Column_1443=3
Column_1453=3
Column_106=2
Column_393=2
Column_1177=2
Column_138=1
Column_1370=1
Column_1371=1

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss,auc]
[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